{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# plotting" ] }, { "cell_type": "code", "execution_count": 84, "metadata": {}, "outputs": [], "source": [ "import discretisedfield as df\n", "import matplotlib.pyplot as plt\n", "\n", "mesh = df.Mesh(p1=(-10e-9, -10e-9, -10e-9),\n", " p2=(15e-9, 10e-9, 5e-9),\n", " cell=(1e-9, 1e-9, 1e-9),\n", " subregions={'r1': df.Region(p1=(-10e-9, -10e-9, -10e-9), p2=(0, 10e-9, 5e-9)),\n", " 'r2': df.Region(p1=(0e-9, -10e-9, -10e-9), p2=(15e-9, 10e-9, 5e-9))})\n", "\n", "def value_fun(point):\n", " x, y, z = point\n", " c = 1e9\n", " if x < -5e-9: \n", " return (0, y*c, z*c)\n", " else:\n", " return (x*c, y*c, z*c)\n", "\n", "field = df.Field(mesh, dim=3, value=value_fun, norm=1e6)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Region" ] }, { "cell_type": "code", "execution_count": 85, "metadata": {}, "outputs": [ { "data": { "image/png": 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5G4gR0fg1o1UlrsXJLmVu1JbnICdJzWimrhktd1EOFcwVjhZzKUm80+sP4dm3+vHcn4/BFwijstiFm69ux1ntxYbapVqtVoTDYUmu4GRJP2RRtlqt8Hq94Dgu7W44FO1INNmFeBnMZrPg0pU6rJthGBTm2lCYa0tYMzpAkozG+D/imtHCXFtU04W6cuPVjMbmNgAQGlWQMqFstUapYK5QtKylDIYi2LX3OH6/6yhm5gPIz7HhK9d24uJPVRqmRITc0ABkxUzl9pJNFWeLbXAuJVmFoh0cx8Wd7JLMpStl45OoZnR0whPlzk1WM9pYnY+aEidqSl2oKXXBZtV3ziiwuG4Qa9Pv92d1uQsVzBWG1FpKJVmxkQiHdw6M4omdRzF62gO7zYQvXdGGazbVwm6AmxuITugJBoOwWOS1TZMyDzNVHWay0gmyqMhNVqGoQ6LvLZVL12q1ys7SZVkGlcUuVBYnrhkl1mi8mtGKImdUcpGRakYJUstdyD253KGCuUKIVyKi5k7v457TeHRHF/qGZ2A2MdhyfgM+s7kRuQr6eCqN1SR7nTihh0xSUYKUeZhKSNTgXEqyCo2L6kOiyS7iUhe5Ll0gcc3o+GwY3cdP4/iJWT5GOjaHkXEP3jlwUnherssS5c6tK89MzaiUezZRuUsgEEBOTo6m55cpqGAuc7QWyv6RGTy2oxv7j44DAC5cX4UvXN6CqpKcJV1cpJ6vEpK9LllCTyprMPZaZbpxQar6QxoXNRZKsnSlfGdWiwnN1TmoLrYLv2GO4+eMEleulJrR2rLF6S5q1oyms8ldSS5aKpjLFHENJSkTUfOHeXLSgyd2HsVb+/katDNainHLVe2or3Ab5gYgcUqpCT1SMMI8TCmDn8XuQcB47fqMdC5itDovpS5d8Xcdr9NPaYEDpQWO9GpGRdaoHnNGjbJeqAEVzGUIqaXkOE5wCanFzHwAf3y9FzveHUAozKGxKg+3XNUW5T7SGyKUkcjS0g+5JG6Nl9ZhVSeZe9BiscBkMsHpdMrqy0rRFrnDuklYIZVLN1XN6MDo3MLQ7qU1o067WZjoQuKiUmpGjboByjRUMJcRsbWUagqlLxDCC28fxzNv9MPjD6G0wImbrmrDuatKdU95JzAMI9TPBYNBTW5g8lnDy6A3HnEPkkXY7/cnHLUlJ8ZG0Y5ksWyHw6HYDS+uGYWCmtHKYicCwQjOXV2Kz13atOT4anUhWu5QwVwGaFFLSQiHI9j9wTCe2tWDyVk/cpxW3La1E5efVQ1zhptPJ4KIAJl+oeVOV6ukn0yRaEGOFxeN1wlnpVsR6Sz8WkK+L9KqEVjq0hWXJ0nxIEitGe0amMLgSb4h/UvvDsYVzHSggknJCFrWUnIch3c+OYGHXjiEkfF52CwmfO7SFlx3fh2cKbqjp9OoXU6sTZyRKO5/qyVSk36W2yKQKi6qpLk5RVvkunRjS5QSQWpGa0pdeOpUH4ZPeYR/a6+L352LumR5qGAaEKm1lEo5fGwSj7zche6BKbAsgyvPqcONlzQh321V9X3SgbgTSUKPVl1FlmTJinpvJmKlLBypyiaUzKsUH2elXCcjIceDkMylu69rHL97oQsTM35UFDlxw8UN+H/bDyLHGX8NoN8nDxVMA6F1icjg2Bwe29GF94/wSQDnrqnATVe2orzQodp7pIsWma9yyPZ5mFKaLsSzapZLXNSoC3+655XMgyDuODU568cD//cJ3v7kBEwmBn+1uQFbz6/D2ARvZWrRgGS5eWOSQQXTAKQjlFJcnKenffj9rqN4/YNhRDigs6EQt17djo6GorSK/NWEFIJrmdAj+VwYhs7DFKGk6QJFf8TfRSTC4fUPR/D4zl54fCG01ebjb/5qDeoq8sCyLEYn+XIYp8MibFjFGHWjkWmoYOqIeOSOFrWUc94gnn6jDy++fRyBUAS1ZTm4+eo2rG8pMsyuT9yhRwuhVFKfaGKZrLUw5ZCs6QJxqbvdbtp0QQJa3o/Dp+bxm+e7cOT4FBw2E7Zd24pLP1UFlmXg8fCW5cwc/7fTZhEm8Yi/t3TOzyhrjRpQwdQBklhBXF9kCoBaBIJhvPTuAP7v9T7MeYMozrPji1e04fwzyqOao+tZ7C6OlaUauZVpWHZ5lJUYEbFVIy51MUozeiNbSmqfVygUwbN/OY6n3zyGUJjDWe0l+PI1rSjMXdqP1uPj1yKziRNEVPy9MQwDh8MhO56tRQ6GnlDBzDBqz6UUi144wuGt/SN4cudRjE/74HJY8OVrO3DlxhpYDTDMFuDPl8TA9IpTpoJ3yRpzUV2OyGlGvxzjomqgtqh0D0zjV88dwfCpeRTkWPGVa9qiugXF4gvw3484hin+3qxWK+bn55PW+Sbqf7ySZmlSwcwQWtZSchyHD7pO4dEdXRgYnYPFzOIzFzXh+gvr4XbIb46uFSShJ954JT0gg6BjSykY6pJNm1SWHG1GvxQ1LEyPL4Tfv9qLXXuHwQG4bEMVvnBZU8q+sr4Af03t1tQlZVKydPv7+3HXXXehubkZ7e3t6OzsRHt7O6qrqyWtfePj49iyZQv+/d//HRdffHHK52cKKpgao2UtJQB0D0zioRcO42D/BBgGuPSsGnz+0ua4bhe9ECf0KF3syLBmNRC7mgKBgDAUl+yYTSwLLIhpIktnJbmZjITWzeiN6pJV4/e09/ApPPRiNyZm/agqduL2re1oq41fVxnLomAqy5KNdc2WlZXhvvvuQ3d3N3p7e7F9+3YcPnwYkUgEr776Kmy25OvT3XffjampqaTP0QMqmBqhtUtpZHwej7/SjXcPjAEAzuoow01XtaG6xCn5GFrHF+Il9Og9Fy+2bIUs0OJFmmE4hMP8AhBr6ZCG91QwM4fcZvTLtemC0nOdnPHjwZe6sffwKZhNDG7Y3IAt59fBIiMM4/MnFkylm4zq6mpUVVVh69atwv3i9/tTiuUTTzwBh8OBiooK2e+pNVQwVYb4/bVqOjA568f23T3YuXcIkQiH1toCfPmadrTV5qV+sYokSxgSC6VR4lByGrazDINwhG/DlygD1Gq1ChZoNrgLjYbSpgsriUiEw+59I3hiVw+8/jDaavNw+5Z2VJW4ZB8rXQtTKqnEsr+/H7/73e/w1FNP4bOf/aym56IEKpgqQVxE5AZW2wrx+EJ49q1+PPfnY/AHw6gqceHmq9qxcVWZsCgYgWSzKQmZts7MZrOsPrSJykrIIm0ymRAKhRAKhSS5C43y3ax0pCQXsSwLp9NpuOQiuVbc8Kl5/Pq5I+gamIbTZsZt17Xh4jMrFQ9KEATTpp6FKX69FEKhEL71rW/h7rvvRn6+NFdypqGCmSbixVFp5msyay0YimDne4PY/lovZuYDKMix4a+3dGLzmZUwscZxDUrt0JOpNHNi5ZLMy3hDfxPBykj6keMupLWImSc2ScXlcsHj8SyxRuUOfNaLYCiCZ946hmfeOo5whMPZnSX48tWtKMhJL2fBnyTpJx3BlHOv/+IXv0BHRwcuuugiRe+VCahgKkRcS0kWSDVvrkiEw9ufjOKJnd0Ym/DCYTPjpivbcM2mWtgs6rhN1EikESf0GCHzFYi2cpWIM8swCHHKLY5U7sKVEnNLhlGnghCMFheVIkpHjk/h188dwci4B4U5Nmy7thWfak9cKiIHb5yyEjWQc/+9+OKLOHXqFF588UUAwNzcHP7hH/4Bd911F+644w5Vz0spVDAVoOVcSgD4uGccj77cjb6RGZhNDLac34DPbm5EjnNpiYia2aNy4DgOFoslIyO3pBLPypWSZBRr9fIWprrnlshdGBtzA/Qp6M8WkgmTls3o02HeG8STu3rx6r4RMACuOLsan7ukMWWpiBz8SWKYmcosfvnll6P+/5JLLsE999xDy0qWK4lqKdMVLbJg9w5P47EdXfjo6GkAwEXrq/D5y1pQWmBX5fzVQOzqzGR8LpkrNx0rN94xWSYz8zDlFPQnW6CN4pZfiWSqGX08i5zjOOw9fAoPvtiNqbkAqktcuH1rO1pr1E/w8wXCsJrZuDHQTLlklwNUMCUgTt7QwqIcm/DgsZeP4M39IwCAda0luPmqNtSXu1V9n3QRuzrVdkErQas+tFJimFotBPEKw1Mt0CttUTI6mWi6MDHjx+9e6MK+rnFYTCw+d0kjrttUC7NGHbu8/rDhJpXs3r1bxTNRByqYSZDTdEDJD2NmPoA/vtaLHXsGEApzaKzKwy1XtWFNU6HkY6SbRCPltfFcnUotarWSfqRk40ohvoWZvDVepjcKqRZoi8UChmHgdrsNl/2ZTaTTdIFYcZEIh1ffH8aTu3rhDYTRUZeP27e0o6JYen21EvyBcNwMWYBamGKoYMZBbi2l3B+TLxDCC385jqff7IPXH0ZZoZMvEeksUZwWroRU5y2ndjFTZGJeJqNBDFMLxF4PAAgEAnEXaD1qRY3aUSfTxItvxmtGzzAMhk7O43+3f4TugSm47GZ8dUs7LlpfkZE1wRcIo9gZP/Rj9ASuTEIFU4TWtZThcASvvj+Ep3b3YmrWj1yXFTdd2Y4rNtbAYl46g04vyKILJHZ1ZnoKAVlUGIZRVSjjfbblPN4rUfanEUSUwhMbFw0Ew3jh3WH86fVehMMcNq2twB3Xr0ZhniMjHgOO4+ANhAznkjUiVDARf4Cz3Ncnew3HcdhzcAyPv3IUI+PzsFlM+NxlLdhyXh0cNrPu7eII4pigUQZLi88pXgKGFmQq6SdTpCqhIHHRlV4rakSr9/CxSfz6uS6cOO1BUZ4d265pxZltxQDCmJuby0gz+mAoAo5LXFJixOumF1ktmOJaSjKTUu0d0aH+CTz6che6B6fBsgyuOqcON1zShHy3Nep5St/XaDFBtYidl8lxnCCcclCSwSynccFyJVkJBW24oD1z3iCe2NmD1z44AQbAdefV468218Nmif6tat2MHkjdFo8K5iJZK5hqz6WMZXBsFo/u6Ma+I6cAAJvWVOBLV7SgvGhp8F6vIavkfclmwehxykxdI5ZhwGHlDb9NBbHgkzVc0HP480qA4zjsOcRPFZmeD6Cm1IWvbu3A2tZy+Hw+SZtVtZsueJM0Xk+XlXb/ZJ1gat10YHzKi9+/2oM3PhhGhANWNRbhlqva0Fydq+r7pAsRJQAZFcpkImSUJCOSZBGJcDCZVtYNLxeltaJGRG9L6fS0D799oQsfdp+GxcTi85c24tpNtTCb2LTPLZ2mC0LTAlt8OVB6bitxw5k1gpmo6YBazHkC+P2uLrz09nEEQhHUlefglqvbcUZzoaF+NOIi/2AwCItF2YBpNTsMSUkyyiQkKTHCAYn23Eb6TjONlFpR8ieTHXGMSiTCYefeIfz+1T74AmGsaijAX1/Xhoo43iY1kdqMnjH7AAAuhxUWi2VJchEtK1kkKwQzGAxKqqVUQiAYxkvvDOBPb/Rh3htEcZ4dX7yyDeevLYdJYjp4JnZiWhX5p4MRxoDFrcMUWZjxMMK1MxqxIupwOKJqdsniLJ4rmg21ogNjc/j1s0fQMzwDl92Mr13fgQvXlS/53WXK+o232ZmYmgUA2Cxs3ExqAEKIRO45UsFchkj5kpNNDEnE7veHcP//HQDHATarCZ++sBE3XNKk+Uw5OcQmzxhlcTJSklHsTU0EM7zCE38yQbyklUSZn1qLaCZdsoFgGH964xheeHsA4QiHTavLcMtVLciLSfYzAsQlazUz8Pv9wuNkg2M2m2GxWGC322U1o9erz7WWZIVgasXBvtMgvxV/IIyn3+zDy+8eR0NlLpqqctFUlYfm6jyUFToz2pCAQETJaAk9AH8z6X1OZDGw2WxRWYYmkthCLUlNkJr5uVxrRQ/2T+LXzx3B2IQXxXl2/PV1bVjXUqT3aSUkUZas2ML0er0ApMdFyaQgamEuQ9TeWZIfzYbOCryx/wQ+fWEDSgtdODo4id6haXQdn8ThY5PC8512Mxorc9FcnYemqjw0VeeiJN8R1bw9nR9WrHWciW44chHHTskNJhe1bj6xKzgQCMDv9wsLNh/b4RcOh8MBu91MSyoyQKrMTzXKJ7RmzhPE4zt78PqHJ8AwwNXn1ODGixsSJtMYBTlZslLiom+//Ta+8Y1voKWlBZ2dnejs7ERHRwfa2qCPyQgAACAASURBVNqEiTzxeP/99/Gf//mf6OvrQ0FBAW6//XZ84QtfSO/DqYyxv8kMItUlK7bayFjKHJcV12yqRyRSi0gkAl8ghP6RWfQOT/N/hmZwoG8CB/omhOPkOi1oJAJalYuOhmLkONJz5cYm9Gi5kEgV+Xix03T60KZLrCuYHFNcUsEtLNxz8x7YzM4lqfrkD8noNcqCvdKIl/mZznBurVyyHMfhnQMn8fDL3ZiZD6KuzI3bt7ajqUpaZrze2bt+MgszjrBLObfYuOiZZ56Jl156CT09Pejv78f+/fvx+OOPw+1247HHHot7jOnpafzN3/wN7rnnHlx77bU4fPgwtm3bhtraWmzatCnNT6geWSGYalgm8aw20qzY54/ecdmtZnTUF6CjvkB4bN4XRP/wDHqHZ9AzxAvp/u5x7O8eF55TkGMTXLlNC2IqNeahNKFHSexWKkaIU5LPJ8fqJnoeCcevSyRuKFrcnxitflOpyieS1YpqwakpL373Qjf2Hz0Ni5nFFy9rwtXn1sBsWj6xu2SNC5R+j263G+vWrcMFF1wg6fkjIyO46KKLsGXLFgDAqlWrsHHjRnzwwQdUMI1IIospWW2gY2FH5vWnbtfmsluwuqkIq5sWYxmzngB6h2fQOzSN/hOzODo4hfePnML7C80OAKA43y7EQpuqctFYlQe3gy8FIQsFwzCGSJ4hGMklTOIocnrQsgu/g3gxTJL0ACzWr8Yu2FREM4vU4dxk8bdarWk3XIhEOOzYM4SndvfBHwxjdWMBbruuDWWF8ktF9LYwvSk6/ShFjqHS0dGBH//4x8L/T09P4/3338f111+v6jmlCxXMBEhxby4KprIetDlOK9a1FGNdSzGsVisCgQAmZ/0LbtxpQUz3HBzDnoNjwuvKi5xoqc5Hc00+Gqty0VyVD5tV/x1tOoOc1UZOD9pEWbLJ2uOJX5NqwY7XeYWKqLbE+04sFouQdCZ1OHc8jo/O4lfPHkHfyCzcDgu2XduKC85YWiqyXPBrYGGmw+zsLO68806sWrUKl1xySUbfOxVZIZhyfshyiujJD8wXUK8heEGODRvaS7GhvRQAf+Ofnvbx4jm8KKJvfTSCtz7iB04zDFBV4kZjFZ+d21ydh/ryXNg0Lm8h19VoNZ5iV7CSHrSmFGUlUke+URE1HvGysxeTvZYO5xb/HQiG8cfX+/HC24OIcBzOX1uGm69sQa4rvVIRvS1MLVyy5LVyGRwcxJ133omamhr89Kc/NVxZSlYIplRiXWmpEFuY6ZIolsgwDIrzHSgtdOGC9TWCxXty0ivEQvuG+QSjoZNzePNDXkRZlkFNqRvN1XkLQpqHuvIcWGImtiuNYZLnK4lTahU3jWfhKrlpmSQu2XSgImpMkg3nJhm6H/ecxi/++BFGT3tQUuDA7de1Y01TQYIjLi+06iUr9947ePAgbr/9dmzduhXf/va3DSeWABXMqAWL47io2rBU2CyLST9aFenGs94YhkFZoRNlhU6ct7ZiIcbKYWhsRmSJTqNvZAbHR2fx6vv8scwmBnXlOaKkolw0VOZDiSdJr3rKRJsKNS3cRZdsWoeRhBQRjU1iWQ4iqrfVFA8550Su88S0B4/tOIo3PxoFwwBbzq/HFy5vgcthU61WVO9r5Q+EwACwWvRzyY6Pj+P222/Htm3bcMcdd2j+fkrJCsFMtNMRl4iEQiHZcylZloHdahKC5moit20cyzKoKnWjqtSNC9dXLrwugqFT81Ex0WMneFHFe4MAAKuZRUNlLh8LXcjMrSh2JWzrJ7biyLllinhCmW4Xo7it8YResvosYnJFlLxG74V3JcFxHP7yyRgeefkoZj1B1Ffk4Ktb2tFQmQNwYXg8HgDJR20tl4YLvkAYNqspbnOVdOKycl67fft2TExM4P7778f9998vPH7rrbfim9/8puJzUJusEMxY4mVxKv1hOGxmSVmyclCrHMNkYlFXnoO68hxc8qlqAPyw2MGx2QV37gz6RmZwdGgaXQNTwuvsVhMaK3OF0pam6lxUFruXWHFWq35tvrTMxJWS9JNpkokoSWZxOvkMTTp6Kz1OTXrxm+e78HHvBGwWFjdd0YyrNlbDFKdURI3h3HpvdLyBcFJ3bCbO7c4778Sdd96p+fukS1YIJhFDLbI4iYWpRrceslPVshzDYmbRWJWHxqo8ALzw+INh9A1NCa7cnqEZHD4+iUOibkUuh2WhRnSxTrSyRNmkk3QgC5GWmbjJykqMBBFR8W8mXjkFQEUUgJDMk4hwOIKX9wxh+2t98AcjWNNUiNuua0NpgUPW+8gZzm0ED4E/iWCmumbZRlYIJgBYrVYhRhnvR6lU8Bw2MyZn/amfmASyI1UaD0w3fmqzmNBam4/W2nzhMa8/hIGT8+gdmsHRgQn0DE3j457T+LjntPCcPJc1ypXbVJWLgly7pPeUuziQWkqWZWXFKZV8r5mMYaqN1JpEgIqomGMn+FKR/hOzyHFacNuWdpy3pky1UhFxJymC2EPAsqxuHgJfIIx8DZrCL9cym2RkjWBqVe5gt5ngC4QVue/EJSxGmhVoMpmQl2NFp9OGtpo84NwaAMC8NxidVDQ8iw+7x/GhqFtRYa5tQTx5V25TVd6StHu53wNxUZNFR+sFxCRhvNdyWgyoiCbGHwhj++v9eOkdvlTkgjPKcdMVzWmXikhB7CEAIHgIUg3nVnOtiEQ4+FJYmJksKzE6WSGYWro6xN1+bDZpN1m8hB5S/6UnqZo1uBwWrG0uwtpmvluR1WrFqYk59I3w/XJ7hqfRNzyNvYdPYu/hk8LrSgscQmlLc3UeWmoL4bSlTrCKjVMqHXYtF72TfjKB1iKqd1wuHrHn9HHPafzm+S6cmvKhtMCO265rx5qmQl3OS+yaTTWcm6wVaohoILhQUpKgQbzS73G5bSqlkhWCCWh3Azusi4KZn+K5gDH6q4oh7lwiRnIt8Ty3FetbS7C+tUR4bGLGhz5Rz9zeoWm8e2AM7x5Y7FZUUexEU6W4vCVX2HwkizVr8T3GHtOIST+ZIJGIiusRV4IlOjMfwKM7juLPH4+BZRhsOa8Wn72oQfNGH0qJJ6LAYq1oOsO5kzUtSBcqmJQlCA3YU3T70TKrM53dXDq9aBMlKhTm2lGYa8eGjsVuReNTPlF96Cx6Bqfw549P4M8fnwCw2K2otYZv+ddQ4UZteY5Q60qOkwmWS9JPJkhl8SQSUSPCcRze+HAED73YhTlvEI2VObh9SzvqK3J0PS+lm8Bkc0Vjh3PH1vASUvWRpS7ZaKhgilCSqZaq20+y5u2x753Jzhbi8xJn62kBwzAoKXCgpMCBc1aXw2w2IxwOY2R8Dr1DMwvx0Bn0jUxj98k57N43xJ8jy6CmzC0kFLXVFaG61AWtB0Fkq4UpFSkiCvATK2LrEfWyRMcmvHjwpY/x0dFx2Cwm3HJlC67cWK3LYHctIeIoeTh3hB8MrYVgGrFTT7pkjWBq5ZIV+snG1GLK6UmbSWLdncSVk0nI5qCiyIXq0lxcclYdb3kHQzgxPr/oyh2ewbGRGRw7Ie5WxKK+Iicqqai6xBW3Rk4pizFM1Q654okVUbfbjfn5+SWWKIm9ZUpEw+EIXnxnEH98vR+BUATrWoqw7dpWlOTLKxXREq3jvclqRf1B/vFctwMul0uWOzcV1MKkLEGwMBdqMcVCmYmMTkCaSzZR+zi9gvMMw8BisUSV+phYBtWlblSXurH5zCoA/II3eHIOvcMz6B+ZxdHBSRw7wcdHsYc/ls1iQkNlzmJ2blUuKopdkqwHlmVhs9miFgqGWphpQ0QgVQKLliLaNzyDXz13BMdH55DrsuDvbjwDZ3cUGdZlnEmIiM7M8RYmizC8Xu+S4dwAYLPZZI+pW4liCVDBjCI9l2xIEKV04oFaYKREI7JgMgwjyfI2mVjUV+SiviJXsIz9gRCOj85GtfzrHpzGkeOL3YocNhMaK3krtL2+GHVlTpQWOKKusdlsFs5D7K5yLMTkWNYkuK8o8kj0vWZCRH3+EP7wWj9e3jMIjgM2r6/Aly5vRmlxHnw+nyqfT030zCgWRnvZzHEbLrjdbqH0Jdlw7tjzp1myyxytvjzikg2GFrMMjeJ+1XqQs9wNhjhumk7zcIuZRXM1X6KCjfxj/kAYx0ZnFlv+DU3j0LEJHOyfwLNvHQMAuB0WNFbloqUmH621hWiszEG+27LkOwtH+AUjAsButy/JPgRW7g5aD+SKqDiBJfY39NFRvlRkfNqHskIHbt/SjlUNK2OqiBZIyZKVkjlNvpvu7m4cOXIEra2t6OzsXHFxzKwRTC0wmUzIcfGdbea8fsM0wDbSIOd45yO3yT0h2a7VZjWhrbYAbbWLi6PXH0Lf8AyOjc6he2ACvcMzom5FvQCAfLcVDZU5aKjI4fvnVuWCvEPAH4jbZJtYpk6nU9WYD2URuSI6OePFb587hD9/PAoTy2Dr+XX47EX1cSdwGA0914xkWbKJzivZdzM9PY3du3fj5z//OSYnJ9HR0YHOzk5ceumlOOeccxKex6FDh/Dd734XPT09qKurw/e//32sW7dOhU8Yfd7i81UCFUwRUt0IYgGwLFzB2KQfJaRrtShNNNLKWtJ7sLTDZsaqxkKsby8X3ntyxoO+hYQiklz0YfdpfNi92PLPaefP+b1Dp+C0m9FQmYscp0UQxFAoBKvVCr/fHzeFX+xKpCKqHonqEd/6aAyPvNyNOW8QLTX5+Lsbz0BtmXuJJWqEzazRIC7ZeDWocq4X+W5Wr16Ne++9VyhVO3z4MA4ePIiRkZHE5+D3C83Xb7zxRjzzzDO46667sGvXLrhcLmUfTEQ4HFatMUzWCKYaFyueAJCdWboTS9K5kclnI+5XOYu0VgtIsrhpJktoyAaCXBe3w4K1zcVY21wsPGd8kh+B1j8yi76RWRw+zjedf/fQSbx7iO9YVJJvX2iwkIPm6ny01RWBxdIUfrEVGq8jy3Ir8jcyo6c9+M3zXTjYPwmbxYRbr2rBFWfzU0WIJ0NsiQJ8dyqjfQ96CjlxyZIGLGrBMAzy8/Nx7rnn4txzz0363HfffRcsy+JLX/oSAOCGG27AQw89hDfeeAPXXHON4nOIRCKCETE2Noa9e/diZGQEoVAITqcTlZWVqKmpQUVFBfLzpbSdySLBlEKihTzZ3EVxHaYegW4iTABkDb9Wi9jPq3XcVCqxczuTbSL4bkXFWN/Ki+hrH4zgV88ewZUbq+GwmRdqRGfx7sGTePfgYsu/iiInGit5V25jFT9GzW7FkmJyck3kxOKWM1oLQCgcwYtvD+CPbxxDMBTB+tYibLumDcX5fHgkkcvQ6XSC47is+R6kkCyGmammBf39/Whqaop6rKGhAX19fYreG1hcy7u6uvCb3/wGfX19sFqt8Hg8CAaD8Pv9mJubQ35+PtasWYPPfvazWL9+Pez25MMjskYwFfusRUOm4wmAWhamXGKFyWq1ZnynGt1Ozhhx03heALlzO0nz9boyNzafyQ/jJt2K+kZm0X9iDv0nZtEzNIW/fOLBXz4ZW3hvoLrExZe4VPLt/mrLXLACkmNxRijyNzI9QzP49XNHMDA2hzyXFV/+dAs2ripNeX+Tzaz4t6k0sWglQUJJ6bpk08Hj8cDhiK6LtdvtaWU0MwyDe++9F8ePH0d9fT3OPPNMNDY2orKyUmioMTU1hUOHDuGNN97AN7/5TZx33nn41re+hbKysoTHzRrBlItUS4lYmGSnpjWJGqTreVMr7UOrNkrLZxL2ko1JEiDdijatrYDVasX8vAdjk17BAu0fmUH/iTkMnpzHm/tHASx0Kyp1obEqV7BGq0tdMJs4We3m5NTArUS8/hD+sLsPO/YMgQNw8ZkV+OLlzXA7lDfkV5qdu5Ji04JLVsIwBDnIMVAcDscScfT5fMK4M6WsW7cOV199dcLkoaKiIjQ1NWHLli3weDz47W9/i1tvvRUPP/xwQtGkgimC7EKtVmvCiR2xkF6nPn9I09ic3gk08SD1lHrXd6rtBia9ZMNJGhfwCyuDiiInKoqcOG9tOQC+2cHI+Dz6FuKhfcMzOD46h2Ojc9i9j3+txcSirtyNhkqSmZuDymKXsICL34OEAsRDh7MtM/fD7nH89vkunJ7xo6LIidu3tKGjXptSkWSNzrWYFqJ3IpIRXLKNjY149NFHox7r7+/Hddddp+i9CVdffbXw38FgMOm0I6fTib/7u7/Dddddh6KiooTPyxrBlNoJR2pBPYFlGditJiE9WwuM1HgAWFw8xIu3XJS4yGM3JFI3EXIzJFMNkE52HFbUrejCdRUA+Jjb0Ml59I/MondkwRo9MYue4RkAwwAAm4Vv+ddYuWiJlhU6lrxXPBHlz5U/2XiL/XJlataPh18+incPnoSJZfDpC+vx6QvqFJeKpJNfkEkRzSS+QBgMw9c2x5IpMT/33HMRCATwyCOP4Atf+AKeeeYZjI+P4/zzz0/72OTet1gsGBwcxKlTpwTPgd1uh81mg9VqRWEhP9atvr4+6fGyRjATEZvQQ4RADg6bWZUYZuzCLsdyykTavFp9aNU4Ry03EWrPwyT9b+srcnDxp/iYaCAYxsDYPPoXBLRvhO9W1DUwLbzOaTMvWKE5aFgQ0pJ8+5LrR9yGxDsi3syIF/DlAsdxeP3DE3jslR54fCG0VOfi9i3tqClzp31cNVFDRI1gYTqsZl0bcVitVvzqV7/C9773Pfz3f/836urqcP/996ftkgUWN0lPP/00HnroIcHlbjabYbFYYDabYbVa8ctf/lLS8bJaMOMl9BCLRQ52qwneBZesGj88oyTQEIzkDiaioGYWbuznycS0EqvFhObqXDRX5wqP+QJhHB9ddOX2jcziYP8kDvZPCs9xOywLFigvok1VuSgrsixJaCGbmURjnrQU0XRE4MS4B79+7ggOH5+Cw2rCV65pxWUbqpbNVBG5Iqp3aMUXCCWdVKJ0Myp3HWxvb8eTTz6p6L1S4fF48JOf/ATr16/Hxo0b4fP54PV6MT8/j/n5eVnfQdYIpvgLVDvm5bCZMTnrT/s4AHQRpmTWqVHcwWQTAUD1TcSSpB9Gn3mYdqsJbbX5aKtdrAnz+EI4doJ35fYvWKIf907g494J4Tn5OTa+RlQUF81zW5f0BU0lonrGREOhCJ5/ewD/98YxBMMRfKqtGF+5phVFecnT/KWipyWXTESJd8vtdi/5HjLxXfj8YbgSJE4pvWZ6bwJimZ2dxdzcHP7rv/4rZdlIKrJGMAHpsynlYreZ4AuE07JISPzUKDEoo9RTiq3bcDicEdcRsWY4A0wrcdrN6GwoQKeoH+qsJyi4cvtHZtF3Yhb7jpzCviOnhOcU5dqiMnMbKnLgXuhWFCui8WYlZjKx6OjgNH793BEMnpxHvtuKr1zTirM6SlZ0v15yn5PJIF6vN27TC61F1BcIC/WramKkHrIWiwUXXHABdu/enVYjBCDLBFNuQo9UxBNLbDaZNX8iYUrHRaOmO9goczzF1yYcDgtZuZq/r1BWovlbKSLHacHa5iKsbeaz+Ww2G05Pe3F0YEJw5/aOzGDv4VPYe3hRRMsKHFGZufUVOXDYzEsWYfIb0Lrln9cfwu9f7cPO9/hSkUs/VYkvXNaU0OJZiYitOHJ9U3WOUuu7iEQ4BEIRTYZHG2mzU1hYiMsuuwz33nsvurq6UFJSgry8POTl5cHlcqG0tBQ1NTWSjpVVgqlVzIC0lfL6Q5DWYCl+nFJJ/FRNxFaulJtQqUinep3eMVwSLktWVmI0CnJsUd2KOI7DxIxfSCgidaLibkUMgIpiUbeiylzUlbthsyJpyz/i2k1n4d535BR+92I3Jmb8qCx24vYt7Wivk3r3yEfv5BqlaCmiviR9ZIH0RM8IgknWmaGhIbz44ovw+/3YuXMnvF4vfD4fwuEwZmZmsHHjRjz00EMIhUIp1+CsEkwpKMk2tdsWazFTkcyC03OGnMViQTgcXjLKJ5OkSi7K1PWRkvRjhAUhGQzDoCjPjqI8O87qKAHAX7+Tk76ozNz+kVn8edyDP3/MdytiGQbVpa6FpCJeSGsXslOlLNziRufx7qPJWT8eeqkb7x06BRPL4LMX1eP6C+rjljVkA0qEXC0RldJHdjlbmOR3+OGHH+Kjjz7Cz372M9TU1CAYDCIUCiEYDMLj8SA3l0+8k2KwUMFUAcElm6QWMzYWp3YsQknTBHKDkTmeeib1aJ1cJGdhIjd7oqSf5WipAPznKit0oKzQgXNW851MIhEOoxOeqMzcYydmMTA2h9c/PAGAd1HXlrmj+uZWlfBTJOIt3OR37nQ6BRENBkPYtXcQj+7ohscXQmtNHm7f0o7q0vSnUVBSi2g8r0Ag5AWQ3MJczoJJ8Hq9WLVqVcom8FLIKsGU8iUqsjCtyS1McfmKERJ6Yi05pfMp1SATyUWpvkuxdQRkpqzEKLAsg8piFyqLXTh/oVtROBzB8LhHsED7RmZxfJRvtvDqPn5Mk8XMdyvie+byQlpZ7ARAriELr9cLhmFw4rQXv3r2MA4fm4TTbsadn12Dy8+qAcctZuhqvQkxqktWS2FJJaIRjr/vc1w22Gy2Fdc9ihgQGzZswP79+/Hggw/immuugcViEWLzJNlN6hqYVYKpFYksTKNkmooxSpkIoH8PWrJxIO9NduAOO9/XkoNxdsmZxGRiUVvmRm2ZG5vX84+FQhEMnpwX4qFETHuGZoTX2a0m1FfkoKkqF211hSjNt+C9Qyfx7J8HEApzOKujBF++mi8VCYWCtG/uApn8nGIRnZqZBwBYTLz7NjbJi9wfckWUuOP1hmQhv/fee/jTn/4EAHjuuedQUFAAl8uFvLw8hEIhXH/99di4caOkkA8VTBUQZ8kS12i8Bump0LIXbTLx1ip5JxFauqblnAPZOASDQZF1yYLjIsJ/x6uPy5aFXIzZzKJhIa556cJjfLeiOfQOzwpx0a7jUzhyfAovvD0gvLYgx4qvXNMWFUuN1/RcSt/clXbtjTAL02rhqwdiLVGHwxE3U3q5WKLEamxsbMTf/u3fIhKJ4MSJE5iensbExASGh4fR19cnNDQgm4ZkZJVgynHJykFwyQbCwo2faasp0XnrnXEqRizaQPIZlZk4h3jXIxKJgIvw5+cPBDE3Nxc1vUI8ud1ms2XFCKhE8N2K8tBcnSc85vOHMHDSg+Nj83jkpSNgGAY//ttz4LQnX2pIHF0MuZdIrWI8EZUa4jCqSxbQLybuC/DXO15ZCbmu4ikiZEOTSES9Xq+icXpac/bZZ+Pss89O+TwpbtmsEkytIBZmIMgJN7TeN6eR2tnFE+1Mx01JA2aO4+Ja2GKETj8LMUySYUh24AyTeBixeDHX+zegB3abGZ0NhVjbUopn3uiD2cykFMtEEBEVC2kyEV2OfXP1dF0my5KNt8FIFhM1mUx4/PHH8cADD6CpqQmrV6/G6tWrsWrVKrS2tiadFCLmF7/4BZ566inMzc2ho6MD99xzD1pbW9P4lDxvvvkm9u/fD5ZlkZ+fj5ycHOTn58Nut2P16tVwuaQln2WVYGrx4zSZTMhx8Z0y5r3+tBZJtcomjBKnVFu0lV4f0nBZ6vWQmvSTaBixxWKB3W5XbA2tFCIcBxOr7sYonohKaflnZPR2yaYzPFosorfeeituvPFG9PT0oKenB/v27cPDDz+MrVu34o477kh5rD/96U945pln8Mgjj6CiogIPPPAAvva1r+HVV19VPOSBYRg8++yz+N///V+EQiGhq5LP5wPHcZiZmcEjjzyCs846C5FIJOX7ZJVgSkFqHFFsNZlN/A9LjYkl6aKkMbkWsdPYLj16IB5DJmfzIKWXbKxwJ4vLrRRrSC7hCIdM9Ewn4piq5R/HcSsyG1QpPn/iWZhKcTgcWLduHTZt2iT7tZOTk7jzzjuFrju33norfvazn2F0dBSVlZWyj0dikr/73e+wfv16fOUrX0FeXh4CgYAQs52bm8OqVasASGvnRwVTJvGspsWkn7DwnEyiZWNypeeiZ8xUnP0aCARkd1Ai942SeZixz5NqDS2nZAqphCOcblNGYgv1SekAsSKMcu2NkPTjsGVueHQoFILH41nyOMuyuO2226Ie2717N/Lz81FeXp7WeYyOjuLuu+9GR0eHouOIySrBTDfpJ5Grk+zQSJasUuS6HGPFW2qcQAvkul+1mt8Z7ztKdV1j/03LaSXJrCGte7dmGi7CCX15jQDHcVHxN0D/a2+EGGY8C1MrIX/vvfewbdu2JY9XVVVh9+7dUc/7t3/7N/zgBz9Q7P0ir7vtttvw5ptvYu3atWknJGWVYColVWYlsTB9STr9qI1R4pRGORc1a14z3bggNqkISNx2bjklFelpYcaSSADkXHuxkKp57fXOkk3U6UcLNm3ahK6urqTPefrpp/H9738f99xzD7Zs2ZL2e3Z1deHFF1/E0NAQWltbUVhYiNzcXKH5+tq1ayUfiwpmEqS6F22WxU4/WtZSAto0Q1CaTCP+nHq7XwH1soH1mocpJjYjMTapSFzsTzBK6QQ5jwhnHMGUQ6JsUFJaJM6K1kpEM4HcLFmppGM1//znP8fDDz+MX/ziF2m1shMn8DAMg82bN+PYsWP45JNP4Pf74ff7hVjmgQMHJB83qwRTjktWThcalmVgt5qS9pJNFyOViYjPhSSxZPK9CVpZtmSRN9K0kmRJRSShyOVyGSqpKGwwl2w6xEteSySicrwARohhqu2SVSqYf/zjH/HQQw/hiSeeQFNTk6JjEIhYhkIh/OM//qPwOEn2CQaD8Pv9sodNZJVgAsl/COk0SHfYzJpkyYo7oBjR/ZrpuCnHcZq3HFwcIK36oVWFJBWRZJZgMBiVmZuoxCITvyGO48Bxi9a63mghTPE2MIm8AEbsFOXzh2FiGZhVnBSTzmd74IEHMD8/jxtuuCHq8e3bt8sS0KmpKdx77734GgcKXgAAIABJREFU0Y9+BLPZjLKyspSvIfHtVDHOrBPMRIgbpJMFSA4OmwkeX0jVEVRG6kVrhHMh15VlWU2tbGIU6emSVUqizNzYEgutE1tI/NdILlmthUpKyz9i+ZDrr3fST7wMWQDCeDAlKP1MO3bsUPS6WJxOJ2pra3HzzTfjwgsvxFVXXYXGxsa4z52ZmcHs7CzeeustvPbaa/jlL3+Z9NhZL5jxhEBJFxq71YzT035Vz0luaYbSzNNkIk8WW7IDU2vRkXuuZEMDYEmmo9qshHmYYuIJYrx2f2rG5Ig7e6W4ZJWSrOUf+T2LXemZbLbgC4QT1mCmY5FrmcMhBavVim3btqG2thavvPIKXnnlFdTV1aG1tRWlpaVwOp0AgBMnTqC3txfvv/8+amtr8f3vfz/lsbNOMMkPQWmD9ETYbSb4g2GEI5zii5opC0oqZrM5aiHVg9gNTSb6VEpJ+tH7u0mXRNmh6cbkAP53HI6QBvbGEEyjJEQB0SJqtVoxNzenS5MLXyCEPLdN1WMCxthMOp1ObNmyBatXr8bbb7+NPXv2YOfOnQgGg/B6vQgEAnC73Vi/fj1+9rOfobOzU9Jxs04wgdRjpZRYakJpiT8Eu03+ok4sKHIz6Xlzi0UqVVBcq3pKPZOcsmkepphUMTk57f6IYGa7hSkVJS3/0hVRXyCM8hU+PLqhoQENDQ344he/iKGhIUxPTwMASkpKohoiSA2lZZ1gkjil2hYTSc32+kPIl/G6WAsq3SSadF0penfpAdTPfpVb6rMYw0z7rZc1Stv9AaIYpoEWT6OR6l5N1OQiVd9cKfdMKBRBKMwlrMFcKYLJJ5/x939tbW3Cf5N6zlknmBzHaeJeJMFzn8RM2UTilI7Flu4PXI+xZGKkJhZp7V4zYlmJUZBqCbF+/h4zm1lhUdcTI7lk00Fq39xULf+SlZSsJMTDrMXfP3lcrrhnnWBKQYlo2Uk/2RS1mEaqpwQWRYqcjx7IuSZaXC9x5iL57hkm+1yySoldxK1WKwIB/rdkNrGw2+0rpt2fmqgl4smSuhL1LA6E+A1psixZJeemRIS0hBhI4jm26ZB1gqnVlykMkU5iYRqhhRwh1sLN9NBXIkx6XxOS2ERuKuJeZFkGVC6VEwqTPr4Rodn2Smj3t1xI1vLPZDKBY/j1yu20C4PQxcK7EixyssaoOXs36wRTCkpqKR1JLEw5NYzp1HFKea3RZlTqVdcp/k5Ixw+yOzaZTDAtfCa32637RIvlBr8BWVqHKafdn9qF/kayegiZFiXx9Z+cngMAWEz89Y7dxAD8ZlLuJsYo15m0xvvDH/4Ah8OB6667LupxANizZw+qqqpQXV0t+bhUMFViccRXSOTWYzSpYVSK3tYcsLSbUqZbt8WO/iKPEUiMjmEYBEMRzM3NxXVvARB25tQyWko4nDpLVkqhv9jqT7dGkX5HiwjDoy2s0CqOYDKZ4HA4FJUXGU0wd+3ahTfeeAPT09O46aabhPXPbDbjX/7lX/DVr34VX/rSl6KENBlZJ5hafaEkFkDa4xFR0LtEBJBm4WpVHiJGLNh63FhyNgwsy4+nAuK7t0ixOVlUyPPIwrKSB0NLIawwSzZZob/JZILNZtOt3Z/aGKGPbLwsWWLV+3w+ANGegEQiqlf+QyomJiZw1lln4fHHH8fExAT+/u//XlibrVarpLZ5YrJOMKWgZOKIfaGsxB+MRP2YMvHeiTBKgpFa3ZSUQrI4E20Y4ok3yzApW+OJr2kyy2g5L+pKIddOjcYFarT7WwkxOTXx+aVnySbyBIjd6ffeey9effVVdHZ2Yu3atVi9ejVWr16NkpIS2ee2fft2/PjHP8aePXtkv1Z8fgBw6tQpfO9734PP58OPfvQj+P1+fP3rXxcaRuTm5kY9PxVUMFXCaefrJ31+/Rosi8XWaO7XWMFOZ2MgdfETv7/cIm8Ty8gqK4lnGSWqmcuGTNFwWNtesnLb/QHGE00jWJhKJ5XEiug//dM/4dZbb0VXVxe6u7vx6KOP4sCBA7j77ruxdetWyec1ODiI//iP/0h7Q00EMBAIwG63Y/PmzeA4Dj/60Y/g8/nwz//8zwgGg8jJyYl6fiqyTjDVdgWSRdnl5LNMPT59m6QzDAOr1ZqxZJpEwqeVYEtdYIhVS1ziRDilHpNlFxNXlJKsZm6lZ4oSCzOTnX6StftjGAYOh2PFXm+5CIJpiz8LUy4Mw6CsrAzV1dW49tprAchPCAyHw/jWt76Fz3/+89i+fbvsc4jHxMSE0Dv26quvhsPhwL/+67+CYRjMzMwgP19Om5ksFEwpSG6TJBKFhRnS8PrTj10p+cGSdH1A2TBntWKY5Dz0yn6N1xBC0fWU4JJVQuyinihTNNONuNWEFyVjtMYj189qtWJ+ft5Q11tfC5PfxCVyyWqRmRwKhYQSIzEsy8LtduOBBx5AS0sLLrzwwrQFk2ziL7jgAiFOGQ6HsXnzZvzP//wPvvOd7wCA4JKVStYJphoWZryYnMO6mPSTbmmIHMRuRzIbUQ/0jpeq/f4sC2TCWyq1/dxyS3Ih7myjZE0SlLb7W26bllRoNTw6Ge+99x62bdu25PGqqircd999ePbZZ7F9+3YcOHBAtff86U9/KliY5Hs966yz8OCDD+K1116Dw+GQdbysE0wpJBK8ZL1WiWvDl6LTj5qIhVvP2XoMw8BisegWL429DmrAT9zQZ/cvN8mFNO03EpFlNN5LTuNzNetxScMMPdCqNV6yNWjTpk3o6upaei4+H2644Qb88Ic/hMvlUvV8Yo9Hzq+qqgo333yz7ONlpWDK3UFJsV5sluiyEi0xSpP0dN3A6UKEWovrwLJ8HWYiMlGGIyZekkts5xwSu1a76F/Z+RpLMOVuJpPFn1dCEpceFmYiDhw4gMHBQXzta18DwLtOvV4vNmzYgGeffRaVlZUZO5dUZKVgykFq8grLMrBbTfAFwmllgCZz52rp9pTjRlbDDZyO2xrQPgtYqximmpCFmizcoVBIWNT1di2G43T60RM1e7bGazenJIlL1xhmkrKSdIY/KLmnN2zYgI8++kj4/z179uDrX/96WmUlWpGVgin1ByE329RhM2tmYUoRiHRFSMl56NWAQM2konifwcQyGYlhqkmq+JxWrsV4qFmHaWT0bPeXDqmSfpSiVg25UclKwUxGOm5Gh80Ej4//IaolJHpnnRrlPDLdUk+NshIjkCweKhbR2CzRdBZ03soyzjzMTFpyctr9keeT12QSXyAMi5mFybRU4NKJraqx7m3cuNGQ1iVABVMg1t2pZJCz3WrG6Wm/ainZRujSY4TzSLelnhLLm2VgeJesUpLVK6rV6s9oMUw9SdTuj9SF6tHuzxcIJ7QuM+2SXU5kpWDGfqnx3J3KZmKa4A+GEY5waV/YTGedxou76u0GjpfclKmymZViYUpFThN0KQu60WKYRoOsK4FAQLiOctv9pUMywVQKGTixkslKwSTIGbslBTKxxB8IwW6TP19SPMyZul/1tWqXQ9KPlqTb6m9RMDN+6kswWku8RMht95eO+9wXCKMo1xb335bL9dKDrBRMUo4AJF6QlViYjoUG7B5fCHk50s8n1pKyWCy6/WhTXRe1SGSZilva6Zmizy6zpJ9M/FaktvrjOA7MglKajKCYBkXKPS7FfS633R/HcfD51XfJUgtzBaNFjICM+PJJzJQlbi+GYXSfl0nOQy+h0rO2lGVZ2O32qB17qhimkeI1ep5HvAXd6XQKrfEcDhtcLteybvVnNFJNDknV7i8YiiDCcXH7yFKSk7VXTAtRID9Ar4RuP2J3cKzrKx3kWsZioQK0uS6pMJvNkjcNWo4/E+/YzRbzwnNYcNwyMjUNQnDhNx0MBODxeHRt9WeUjU0sanmR5Lb78wa8ABKXlKRjYa50slIwpXyxSiwIuzV1tx8pllQmusjEigWwOPQ6k5BaVzU3DVKI3bCILSSGYcBgIcvTbIHdZlmS8EJJTliUJatknqXaU0SyLSaXrN2fP8hvTtxO24I3ILomlwpmYrJSMLXCkaSfrBESWQjxsl8z+WMXX4tMu1/Je3McJ7y3uA6O7MTJ1fB4PAgFTXEXeJvNptkCv9xJVVaSqtVfbGzOKAX/yxlyzWfmeAvTzHLw+XxLanIBCL/t5dTuLxNQwUyAEtcfEUzxxBIyi1HvYc6A/tmvQLRYZ9qijf0eOI4T/iYiShZksn8IhcOwWkxLFg6HwyHUhapVu7iSiCgoK0nWNSedVn806zMacR/ZeDFot9uNSCQiu90ftTBXKFp9sSTph7hkyc2uJJElnfFgsQuEFOtW6yQWPcWabHzEViURSvK5l9TmCh1QFieBiJ9PjrHSxnKphRp1mEZq9ac2+vaRTdwWj5xXMBiU3O5vYGAAdrsdxcXFmfsQOpGVgqkVduuiS5b8yJS4X9W8kfS2bvV0RYvfG4CwMyZimSwNniz0DLPYKlHsvhZ3ZuGfz+rShs6IaNkaT8k1zgbLRw6ChSkxSzZVu7+nnnoKTz/9NNxuN9asWSP82bBhg2Qv0s6dO/GTn/wEY2NjaGlpwQ9+8AO0t7fL/3AaQ4ukEqAo6WfBwgwEF/tD6rUYkg4tQHQ3ES1IdK3MZjMsFovgZsvktSCLp9jFFyuWyZiY8QMAPu4dx5yHfz0pP3E4HAgEAlELNbE+Y60c4u7y+XzweDyYm5tDIBAAx3GwWCxwOp1wuVyw2+2CVboSICU5mWiNl+waE3e52WyGw+EwzDXW1cJUYbQX2bgEAgF8/etfx65du3D//ffjsssuw8mTJ3Hfffdh//79ks7n0KFD+M53voMf/vCH2LdvHy677DJ84xvfkPehMkRWWpha7DhNJhNy3fz07nmvOv1klULicbp1ydGwpjKV2MVL6iEiSWZnkj/xrs2cJ4hHd3Sjd3gGAPCzp/jp75XFTrTVFaK5Og+NlW7UlrlhNrGCu1cc7449fqxlmszNKO4rutzcjGL0bo0nvsZiq1Npq7+VhBazMFmWRX19Pdrb27F161ZZr33yySdx4403YsOGDQCAbdu2YdOmTYhEIoabfpKVggmot8MTL9CWhe/W608v2UNprSFxv8Z2Y8kUemcCJ0vq8Xq9gguJWJ9kKgNZMN/aP4KHXurCzHwQNaUubFxVhggH9A7P4OjgFF7bN4TX9g0BACxmFk1VuWiuzkNLdR6aa/JQlGsTRDFWQIkFKv5DnpvKzWi1WmV3c9EbJUk/WpNOqz+1MaqFqRWhUAgej2fJ4yzL4tChQ9i8eTNuvfVWdHV1obOzE9/97ncNJ5ZAFgtmKqS47WIXaLuV/4LFWbKZQGzR6ZWZScRITnaoWvWm8RKKYpN6yGPxShlOTvrwwDMHsb/7FKwWFrde045rN9XBYubbjwWDQQQCQYyMz+Po0DSODk6jZ2gaXQNTOHJ8SjhWQY6NF9CaPLRU56KxKg92qynujS8+P3ItxCKarCWaxWKB3W4XLKRYgTYCRppWkug+lNrqbzltVKSghYVJXpuI9957D9u2bVvyeFVVFUwmE5588kncf//9aGtrw3333Ye77roLzz//vC614ckw1tksExI1bbcnqcPUgngWXabjMyzLCjeZXjWVwOLnF8cSU/W2DIUjeOatY9j+Wi8CwQjOaC7CV7d2oLI0N+pG5V2lDOoqzKgpy8HFZ1YB4LMN+0ZmcHRwGkeHZtAzNIW9h09i7+GTC+cH1Ja50VKTJ1iilcUusCyzRODEMc9YVy75ThO5cq1WKywWC6xWa8YspFTo7ZKNRaoIpNqopGo7JxVjZMkuXf61Gu21adMmdHV1xf23a6+9FpdffjnWrFkDAPjGN76BBx98EH19fWhtbZV9LlqStYKp5IeRKjZns6Tu9CMFJdat+LWZsjbELuBML8zxmrTLSerpGZrGL58+hIGxOeS6LLjz053YtKZciG8FAgFhISQWHPm85H3MZjNWN1nR2VAovP/pGb9ggR4dnEbfyAyOj85h195hAIDTbkZTVa7gxm2pzkOuy5owFprMCiWuXLPZLLh0k1lImSr+513dxhkgnS5S2s4tp/KhxSxZdTfXStedhoaGqPVUvPE1GlkrmHKQGptjWQZ2q0lwyWohXFo3KZeykYi1sDPpNiFWI8MwUe5X8ncqq9LrD+HJXT3YsWcQHAdc/KlK3HxFK/Jy7EJWrc/ni3pNrOtOHKcksS/iHi0rNKMk34FzV5cB4K3YgdG5KFfuJ70T+KR3Qjh+WYFDEM+WmjzUl+fAbI7vZk0komKrVGwhpSr+12pxDxvMJavm4pss5iy11Z9RY5h6nNdnPvMZfPvb38bWrVvR0dGBn/70p6ivrzecdQlksWBKjS/KHTflsJk1cclmIqEm1TGNktRDFiyxRUnOLxl7D5/E754/gtMzflQWO/HVrR1Y1VgkLHBSy2/i1aXFJpCQhCJzOIzmmnw0VuXiyo01APhM3J7hRQE9OjSNv3w8ir98PMp/ThODhsrFhKKWmjyU5NsF8RNjsVhgMpng9/uX7MrFQp7sXLXo4xox0DxMQPtesnJb/elZG6qFYKZjIFx66aW455578O1vfxujo6NYtWoVfv7znxuyfjZrBTMV5MsXWzJScNhM8PjUdcnq3XxAy3OQcoPGJvWQWF1sUk8iJmZ8+O3zXdh7+CRMJgY3XNyIT1/YAIedj/3xST3pWevJFkyxFRqJRJBvNmO9y4p1LXxnFI7jcOK0R3Dj9gxNo2+Yj42+tHCsPJcVzdW5aKnJR3N1LlprC5Gf60QoFBL6gYrPRfx3ooQisYWUqo+r3DhdJuswjUqyVn9kQg/5Xctp9ZcuRDBJCCkWJYKZyrOTiuuvvx7XX3+94tdnCiqYMYitKLI7l4Pdasbpab8qWbJK3K9qZ+dKaWmn9D2VWLTkNWLXYiIiEQ479w7hiZ1H4fWH0V6Xj69u7UBNWY7Q1MHn82lmfcSLfcUumES8asrMqCpx48J1lQCAQDCMvpFZHB2aQs/gDI4OTWNf1zj2dY0vHAuoLnGjuYaPh7ZU56G61B2VUCQnHhpvcSciqsSVa6SkH6P0ko1n7QeDwYy3+vMFwrBZTHG/G6NcK6OStYKZqDON2IoirjU5PyC7zQR/MIxwhFN8ccm5mUwm3ZoP6O1+TZbU4/P5hKQWq9UqPC7+MzA6iweePYyjg9Nw2c244/oOXHxmFWw2K8xmc1RST6ZI5h5dmlAUQWeDBe11+cJzp+eD6D8xjyPHTqPr+CR6R2YweHIOr+0bAcC72ITa0IWYaH6OTXgfMVJrQ8VIjdOttKQfLSCbpVQ1uFq0U/T5Q0lnYSrFiC5UtclawRSTqExEyY9yccRXCDarRfbrycIJICq1PROIF0w5cVs1YRhG6MiTKKmH47gl8yuJ8HCMCX94rQ//93oPwhEOm9aU4yvXtKEg1y64cr1eb0Y/UzKkJhQBgN1uR0GODeuaeRENhyMYPDkvxEF7BqdxsH8SB/snheOX5NsFAW2uzkNDRQ6slvRqQ8WQe0c8sYXjOGHcSza7ZJWSrLRFjck4vkA4aYasUpdsNpDVgqmFFeVYqG3y+kLIz5H+I4p1vxKXoVzSdclqmYEr5b0TdeoBEt+UxHL7sPskfv3sYYxNeFGSb8cdn16NDR1lQnyPLERk8TcisVaouB8vAKHrD1ksG6vMqK/IwWVnVQMAPL4gehbinyQm+s6BMbxzYAwAYDIxqCvPEdy4zTW5KC90xk0oSlYbmqzNn8vlArm8OTluOJ02XUsujLiYy/VcJWt+Ltdl7g+EkeeOv74odcka8RprQdYKJrFkkllRSsSHjPjySazF1Nv1SSBipbQQOx2kdupJxMx8AA+/1I23PjoBhgGuO68ON17SBJfDKljKpEYx1p0o/mOk2A3DMEnjrIkSisxmM85otmJtUxEA/jd8ctIblZHbf2IWfcMz2LFn8P9n77vjoyi395/dTbYkm04aIY0QUiABAkgXLCAoRUUs6L0XkBLLBa9XBfWroCiKP4pehau0D6KIKCogTSS0iyiIEgOkQEhCEkpIJ3Xr/P7YvJPZzezuzO5sCdnn88kHspmdfd+dmfe855znPAcA4OfjbagNbfNCe/UIgFLR3kyYr8wfAGjaPOaWlma0SimXd2xxp2srBMyFzK1J/el0OoOH6YCQbFdAlzWYABziRRG1nxYOpSV8S1YcAWY42lajYSulnKLaGzfbotRDURSOZ1/HFwcuoqFZg57d/TBnSioSogJoT4xpbLiUgjAVclzJSCbsXXOawHwIRd1DvRAR4ouR/SIBABqtHiXXG+gw7qXyemRfqkb2pWr6fN27+RgpFMWEKyGRWK8NJZ6OVtemUiRuH4ej1XM6ExxBruEi9adS60AB8JF705tU03F4PEzz6LIG01EXmOzcLKn9cGG/kl27o3bGbF09iDKMM0AWTOYDzgzBWhvH9eombNidj/NFNZBJJfj7hN4YPyQaMpnUqrEhMDWKlgQJnOGFikQiyGQyUBTFm73Ll1CUFBuExOgAYJjh2PpGNe2BXiqrx+Wr9Th29jqOnb0OAJB6i9Gzuz9dF9qrRwBCAuT05wCGmlAvL6+2sZN+osbiCtZk/hzRsaWrLOZsMN2s1DcannW51It1s+IJyVpGlzWYXGCL50RIP2wG093Cr64m9ZAFk49Sj1arx4+/XMF3R4ug0eqR0bsbZk1KRniwL82YtbVUhI8ggdCUf2JshGTv8lEoCg6QYJCfDAOTQ9veS+FqZZORETUVmw/2N4jN944JRGp8N8R39zPqPQoA0rZ5WasNtcYWtbdji7uFZF1VvkHWJamXiCa/MTcrAKBUKo3ucS73ucdgemATFCYC7OTBcIfwK5eaSkeCGGqyWWAKt3PxKgtK67BuVy7KbzYhUCnFjAeSMbRPGKRSx5WK8BEksCWsTUgbzmDv8tkQ6HQ6xEb6IzpcibsGtovNX75mTCg6nXsTp3NvArgIsViEmDCD2HxlnUFeUMT4HOa/gLAdW5xZ+N+ZwaYjy9yseHt7o7GxkbfUX1dBlzWYXHZE9pB+mHqyJPTIx0gJGZJ1tWdrjtQDGIyoQqEwqqU0fRibWzX46udCHPq9HBQF3Ds4CtPHJsJfKae9VWeWilgKJ5p6oZYWcSJrp9FoXLbQ89kQeHl5oW9Pb/SJD6b/frOmGblFlQYvtLwexdcaUHKjgT7XMyuOIzE6EIk9DKSihCiD2DzAXhtK/mUaUuax1r57NqKLOxbju2pMXGXxLN0XTDWoVatWgaIo9O3bFwMHDkRoaCjvMa1duxbbtm1DS0sL+vXrhyVLliA6OtqG2TkeXdZgAo65aUnLnFa1jt4pd5bwqz3kHbaNhTmlHmaukix+bKQVnU6HkznXsGF3LmobVOgR6os5U1KQEhfMW//VkbBU5O/l5dVBXIGiKNrQmwq9uwO4EIrIccH+UgxPj8SwtAgAhpD5lYoGfPzteVyvbkaArxQ5hdXIKWwnFEUEK4xqQ03F5vl4oZZCucyOLXK53MiIupsBdRbsaR7NpgY1bNgw/Pbbb9i+fTvefPNN+Pj4ID09Ha+//jrCw8OtnvPw4cPYuXMnvvvuOwQFBWHZsmV4/fXXsWXLFt7jcwa6tMF0BEioQ62haIPg7IeTGQJ2VU0l3/ZbpuHCqvpWbNqTjz/yK+HtJcaT45Px0OgEeElE9AbAHY0NgTlCEfFAyWvEcLrzIs4kPslkMuh0OrpMh41QlBgdhEA/Ka5XN+PDF0agsUWDwvL2UG5heT1O5NzAiTaxeW8vMeIj/YyMqDmxeQAdvi/T2lDTUK6vry80Go3NMn+OgKtyfkIKr1MUhbS0NKSlpdEEotLSUuTm5sLHx4fTOUpKSoyup0QigVwu5zwGZ8NjMC2Ab0hWLBbDX6kAADS2qOxaAG0JBwPtIsiu8mzZGMB8SD16PYUDp8rw9aFCqNQ6pMYHYc7kFESFKuElEdGeJ/EguIQ+3QHEWDJ36OZYrK4ua2EDGynJEqEIEEMsNtSSBnp5ISNJhgG9u7W9j8KN6mY6jHuprB6FV2/hYlk98Kvh8wKUUoOwQpsRTYjyp/kB5HMIrNWGknvG1Au1VLN4u9aGtqqFbx5N3isSiRAbG4vY2Fijv2m1WjQ3N3d4j1gsxgMPPIDt27dj9OjRkEgkCAsLw7Zt22wagzPQpQ2mI3KE3m3PcavK+Ys38epImMrZD6QpqYdtAbOE4mu3sG53Hoqu3oJS4Y1ZDyVj9IBImtTDVipiKfTpLsQEqVTKGj62xGJlKvq4UlyBlLpYyxObRgg0Wh0k4nbCm2lut0e4BN1DfTF6gEFsXqXWofi6wQsl9aFn8itxJr+ybRwGsXmDB2ro2tIj1BdMsXkmmB4L0F42Qb5ftppF0xwdOY8t8nPuCrIu2RKSNQdrz/bp06cxc+bMDq9HRUXh888/R0ZGBj777DOEhobivffew7/+9S9s27bNLZm3XdpgCgHT0KNcanh4CenHGRfd1KsjeSa+i6ut4yW7eFu9yla1DjsOX8beX0uh11MY1S8Sf5/QG4F+7fqv5kpFzIU+2Qr4ne2FknIIruFjptEx9ULJuYD2xd/RXigRULCFfWwwTqIOGxzzhCI9UuKCkRwbRB9bc6u1LYx7C5fK61B01SA2f/iPqwAMi75Bmci/TeYvAIHKdrF5slFRqVRGKQrTUK5pbahQHVvcEY5qHm3p+R4+fDgKCgpY/zZv3jyMHTsWcXFxAID/+7//Q0ZGBi5evIikpCSbxuJIeAymjTAnPiA3KSuxFVwJOMQouCL8yvSsAdAeHVkErRlKAMi+VIUNu/NQWdeK8CAFZk9OQXqvEHqx48sgNVc64UwvlMjamSoN2QJzGwJHiivYI6DQPm72TiV8FIpCgyQICVBgSJ/wtvcaxOYvMfqGni+qwfmiGvp8oYFyJEYHIiU+BL2i/NEjVGEkNm8LoYgJIcotXOk5sZX0v9R1AAAgAElEQVSVEDjKYFrCtWvXjNZPZprCHeGeo3ISbM0RWirRIE1ZLSn9CAGmpJ01RRtHfj7xrJmGiIunWteowuf7CnDyXAXEYhGmjIrD1DE94aOQ8vLKuMCZXigXWTt7wLeWkq8Xao9XyYROT3HqVGJpPmy5XSI2P7ZNbL6pRYPLTLH58nqcPHcDJ88ZCEUSiQhxEX7tMn/RAQgPUlgkFHGpDWXClk4irkoVqOxgyZqDrex6ABgzZgw2btyIUaNGITw8HCtXrkRiYiLi4+MFG5+Q6NIGkwuY9ZBcxAfEYhHkUolRHaaQYBpsV7BfLZF6TEk4bNDrKRz58yq2/nQJTa1a9OoRgLlTUhAX6U97ZSqVyqGhLkd4odbE0h0JPrWU5soqhPAqjcZEUbD11reU2zX1qv0lEvRLlKJfYjeawVtWUW8krlByowGXr94C0C42b0oo8lUYWvEJXRtKQrnukldvoUk/wnmYXCJJ5vDPf/4TWq0W06dPh1qtRkZGBtasWSP4uikUurTB5HqR+YoPKGRegpB+TMfHtabS1lyktfdZIvW0tLQY5XvYvLarlU1YvzsXeSV1UMgkmPlAEsbdEQ2p1NuhXhkX2OOFOtqrtAV8xBUAOECWj5uHyQXWvGqyUSGLffduSkQE+2BUm9i8WqOjxeaJIf3zYhX+vFhFny8q1LdNaN5AKIoO8zUSmxeqNpT8iEQiKBQKI0/UGYa0PYfJzpK1ZaNqT4hZKpVi4cKFWLhwoc3ncCa6tMG0BltLNBQyCZpb7Vs4TXeyrpS0s6TUQ3KVQEfSBFnUKIjww/Er2HG4EFqdHkP6hGPG/UnoFqiwW//VUeDqhRI42iu2F2z5OKbxBNqVh4TwhHR64aMrTDBZsGQjy+aFEkJRUqwXescE0u+va1TRnVoKy2+hsLweVyubcOzsNQCAzFuMnlH+dLeWxOgABPsbi82bjodrbSgRmFer1U7v2OKokKw7MlodAY/BNANmiQbfxUMu80J1vUqQG8lQ0+YaSTtrSj3Wayr1OF9UjfW78nCtqgnB/jLMnpyKYWndaWYi81zuZDDZwPTISF2iVqs1Ivl0lrpQtlylkLldvZ6CQA4mK9i8ej6EopAACYL85BiUEkaPt5yIzbd5oflX6pBX0i42H9ImNk/yoT27+0PWZnj41Iaasm2Z43VUxxaCFpUOIpGh+4wp7AnJdhV0aYPJdqHZSjT4Qi6VQKXRQaenbP6CSdjGVWLtfJV6TNHYosHWny7h8B9XIRIB9w2JxuP39oLSx8B+Jd6qafG4tVybq0FCzuZKXdy9LtRSrtUaAcd0PpZy1To9BRnLouzI8ZuCSyiXOZ+4SH/EhCtxd5vYfItK24FQdCr3Jk7l3mw7lwgx4Yba0MQ2TzQixMdqbaipuhPXUK69HVsAg4cpl7K38fMYTOvo0gaTCUvsV743RHvHEi1kUm9e72UabAA2GUt7yUbEIJiGX8l3Yun7oCgKJ89V4PN9BahvUiMmXIm5U1KRGB3AWsDPljtky7XZwvgUGlxacDmTkcsXtuRaLRFwLIkr6B0QkiVGw55cMZ8yHYlEgrSEEPTtGQzAcG9X1bcaEYqKrzeg5HoDfj5dDgDwlXu11YYG0CILfj4GA082HYTZTqIsbKFc5t9IKJf5PdjasaW1zWB6YBs8BhPGJRqmN5stOy5FW0K9pVWLQD/uxtY0/Ep20s6CufArM5xkCTdrW7DxxzxkX6qGt5cY08f2wgMjYiGTenMuFTGXa3Nk3aE1ML1Kvl1R+HptjqwLBexn8DLnY0lcQU9RkEja83f2gilCIOSmiU+Zjl6vR3iwBKGBCgxniM2X3GgwCuX+VViNvxhi85EhPugdE4jkuBDERyoRHepjs9g8YFvHFvKdtai18JWzb+I9HqZ1dGmDSRYSruxXriAtvlo51mJaMtjOAJPUAxiHXsnDaumh0On02PdrKb45fBlqjR7pCcF4enIKIkN8BVmoHVl3aA3mZO3sgTmvrTPWhQLsXhupw7R3k0M2Kzqdzmli+2z3kCWFosToQPTqEYDxQw3H3mpS4/LVeoZKUT2Onb1GE4q8vcSI7+5Hh3ETowMQEmBZbN5WVi6zY4tOp4NKrUe3AAmrcfQYTOvo0gYTsE6msSW8SdR+Wqyo/ZAwMEVRghpsrmQjtjA0ISRwCb8CQGF5PdbvykPJjQb4+Xhj7pRUjEyPgLe340pF+ITVbPVCiTF2xkLtCC/UlXWhJCQrEhnYw4BtmxzC2nWHFm58CEVB/hJkKGUYlBIBqVQKlUqNsgrjxtuF5bdwsbSePl+gUmokrpDQ3Z9eR2ypDTUN5RqeYxFUGh0Ucm/4+voa3XfuTFBzJ3R5g+mIhYTkCCyp/fDpU+kImCP16HQ6uoDdEvmmVaXF9qzL2P9bKSgKGJPRHU/dl4gApXX9V6HBNazGVYPVEV4lX9jjhbpDXaip0g/XTQ6510i5iLu2cONaG6rXGzR1o8P9EBXqizEZBrH5VrUORdduGYVyf8+rxO957WLz0WHKdiPaIwBRJmLzpqFc5r9sXmhzq8F4SiUiNDY2sj4jCoWCl8yfYaweD7NLwFEXmpB+2Aymu9RUmiP1kNcskW9OX7iBDT/mobq+FZEhPpg9OQV9ewbbrP/qCHBZoE3JKiT85469Nrl6oQSurgs1kH4sk8PYvDaijAOALq8QqqTC0SDjI+VGpGeoOUJRn/hgpMa1i81X17fSbNxLZfUounYLpRWNyDpjEJtXyCRIiGoP4/bqEYAApcEwc8mHNrcanm1SCmO6KVMqlVCpVPQ9dbt2bLEHXdpgAtbj9rbUUtIsWZXxYmBJg9bSZwvlpZkKtVsi9ZiSb0QiEeob1di0Nx+/nrsBL4kI0+5JxNQxPSH1bs/BupuhIbBmcJihLBKG7wwLNFnwiFdJ5ufqulA9RbGKr5uDuRCyubIjRxGk7AEbi5oPoSg0SIyQADktNq/V6VFW0cgworc6iM2HBSnodme9evgjPtIf3l4djafhfIbrIZdKOjz3poQiLh1bjh8/Dn9/fyQlJUGhUDjoW3UvdHmD6QgQ0k+L2qAn6+zwq6nxYxNq50Pq0espZJ0pw9aDhWhRadE7JgBzJ6cirnuAkVIMIRdwCXu6A/R6Pb1YmHoErjY4XGEtV2lrHaU90OspUBQ4S+NZCiG7c5kOc0zkGlhjUfMiFOn16BkVgPju/hh7RzQAQ32zoTa0zkAoKqvHyXMVOHmuAgDgJREhLtLPSCs3rE1sXqUxfK6P3JvevJN1wFptKBPk+//zzz9x7NgxlJeXIzk5Genp6RgwYADuu+8+q7yPd955B97e3kaSeCdPnsSyZctQXl6O1NRUvPvuu24nwt7lDaYjPEySrFep2xVsXBF+taTUw5XUU1bRiHW7c3GxtB4+ci/MnpyCewZGseq/WqrRc7eQmjlDY65kwh2FCLjkKp3JyG3/TMN3Ys1g2kJM4kuQcvTGTYjaUD6EogCJBP0TpejXKwSA4fuoqGmhG29fKq9H8bUGFJabiM1HB8Dfx1BOQnr2AobvjoReiVQfwF4bKhaLjcaSmZmJzMxMaDQaXLx4ETk5OTh06BAGDx6Mbt26sc61trYWy5cvxw8//IBZs2bRr1dVVeH555/HihUrMHLkSKxbtw7PP/889uzZ41Y50i5vMB0BOiSr0dEPuK2wJyTr7e1ts1KPWqPD98eKsftECXQ6CkP7hGPGA0kI9pdzUophGhx3U/LhQ4rhY3CctSmwhwHrDIOjp8Op5u8xIQwN/XlmrpE1cQV7QXL2QpPbuBCKmNeoe6gEESE+GNW/XWy++LpxbeifBe1C87nFdfQ5SckO83ll/gtYlvkTiURQKpUYOnQohg4danVu06dPR0ZGBu677z6j1w8ePIiUlBTcfffdAIBnnnkGn3/+Oc6dO4f09HRbvkaHwGMwBYZEIoGfr0GkualFbVce0pb3kIUPgE1KPQBwvqgG63fl4kZNC0IC5Hh6UjIGJoVyUroxBVtIzVVKPkKUWphbzJy1KRDS0BAI7YXq9JYNpqNECAjMbdzMGRy+95071IZaUyhKjg1CUpvY/OWr9Vj9dQ4q61rhK/fCk+MT6WeZyzWwVhvKXE+0Wi2am5tZz6FUKrF582aEh4dj0aJFRn8vKipCQkIC/btEIkF0dDSKioo8BtOdIJS7z2SfeokNC4YQLb74gEnq8fb2tkjqYcOtJjW+/Okijp29DpEIeGB4DB69O4Fu6qzX81e6MQVbToStg73Q3oAjSy2csSlwZl2lvV4oCcmakn5cYWjax8SfNc32HfMxNI4El1IqANh17DK27M+DVkdhyqg4PHZvL/goDBt6e55l8v3JZDI6jAsAp0+fxsyZMzscHxUVhcOHDyM8PJz1fC0tLVAqlUavKRQKu9cbodHlDaYQMGWfKjjUYQoJNlIPALr20Bqph6Io/O+v69iy/yIamjWIi/TDvCmp6Bnl75SaRD7hJ1u9AYpyXgsxLpsCPsIKjvAq+YKPF4pWw7Vk5jDdSYQA4CeJR3LVJHLjbos4AfPZuNWkxn+/v4A/L1YhQCnFC48PwMDkcPo4si7YGmUhGyfTdWX48OEoKCjgfU6FQtFhE9XS0gIfHx/e53IkPAbTDpgzVHJafF1nE2mIwNp7LZF6NBqNkTdgbnG+UdOMDbvzcO5yDWTeYjw1PhH3D42BlIf+q9Cw5A3wYa/aEkJ2FGyR9yNepUgk6jT9QsViMURtITxvb0MtH5mbu5YcEVhi5DLb0ZkySt0NucU1+M+351HboEJaQjCen9oXocFKel0AYDbcbm1OFGXQuCYerFDo2bMnDhw4QP+u0+lQWlqKXr16Cfo59qLLG0wuxsw0D2lN0k7m7XgP01r7LaaXw+axqTVa7Dx2Gd9kFUKj1aN/YgienpSC8GAfl0mqmYMlMpFpiJAs4GRR6wzeAMAeIiTHMTtVuDPInFpbDXJ4IhHoUKdYLIZCoRCcketIUBRFRwbIs2CpjtLVTHC9nsJ3R4vw3dEiiEQiPDG2F6aMiodcLqMjLARcIzqXL19GWFgY5HKD1q1cLjcKwQqFsWPHYsWKFTh48CDGjBmDdevWISIiAqmpqYJ/lj3o8gaTL7jUVIrFIsilEtpgCkmLtqTUQ7wS088zXZwvlddj3a5clN5oRKBShjkP9sXwtAh60XZl6I8rzOUNmXWhZGPjaDKREGBuCsiipdFoOsyLq7yfK0GG5SURd9iwuLIEhA/M5VvZxmiujpIZznU0qutb8fGOc8grqUO3ADnmP5qG1PgQTqF8c5s3kUiE5cuXIzs7G7Gxsejfvz/69euHjIwMxMXFCTr+0NBQrF27FsuWLcPChQuRkpKCjz/+2K1KSgBARLmDC+FCcNnBE2+ST0eROe8dgcxbgrWvjKENLF+QxYW8l4RQtFqtUS0l8Sqt3VzNrVp8fagQB0+XgaKAewZFYfq4RPj7ymivkuyi3aH8gw/IAsfcSJCFjPzwyRu6AmSHr9VqWe9JphdKfhxBkLIHXl5eqKpXY977WbgrozsyH+pj8XjmnNiEL1zhhdpL7GGq45jWLjpiTn8UVOK/319AQ7MGg1PCkPlQKoIDfGkmsj33BHlvYWEhsrOzkZOTg6KiInz55Zfw9fUVagqdBh4P0wqYihdcJe0Ag9pPU4swXpq9Sj0AcDr3JjbtyUdtgwpRob6YMzkFKXFBNBnDVP+VLfTkrt6NOWKSI8lEQoNLTR/f+jxnzslI7abNI7NUh0lgqQTE2V4oH8UeS2AjfZlLIdgzJ41Wj68OXsK+X0vh7SXGrInJuG9INORyud05Y7KukBBsv3790K9fP5vPd7vAYzAtgBgq8lDz2anJZV6orlfZRfphM9bMH3KMJVTXt2LTnnycya806L/e3dOQ15B503k+tgdLKOKNI8H0yLgsDu44J75zMIU7zMmUxavTEWUY2+57c4xcRwoROJqJzPc6WZvTjepmfPRNDoquNaB7Nx8seDQdCT0CIZVK7Sa5WWLBdnV0eYPJdkOY5glJqIgP5FIJVBoddHrKpi+Z5EqZzDY+Sj16PYWfTpfh658L0arWITUuCHMmpyAqTEnnWvhQ/Pl4As4I4wpR/O7qOTmigJ+vx2Zvjo3NM+YqjccV1uZkmjfk67E5SrHHEuyZ04m/rmP97jy0qnUYPaA7Zk1Mhr9SIdgcHMGCvV3Q5Q2mKciNwif8ygZaHk+thUzK/eZjGmtSGsI3/FpyvQHrd+eisPwWfBVeyHwwFWMyutNNnYUqFWHzBByt4mOvR2YN5rwbIefk6DmYwtKcbJX3syRCoDMjXCAkhPBCXSmkwAZLc/L29oZao8dnO88h6/cyyKUSPP9IX4weECXIHAh3gdlezYOO8BjMNjDzhEKErRTStiLnVi0C/bh3bWAKIBDjSB5+a4ZSpdZhx5Ei7Dl5BXo9hRHpEfjHhCQE+rWTehy5izbN3VhTU+HzPbuqJpEtb2iPCIGjZeG4wFwulKu8nzURAp3AHiYX8PXYyHxdrdhjCcw5XbnRgA+3n8O1qib07O6Pfz+ZgehwfwD2t6TzhGC5o8sbTJFIRMvImesoQm5GPqBbfHGoxbRE6gEMC5RMJrO4MGdfqsLGH/Nxs7YFYUEKPD0pGf0Tu7m0eN8SSYVPeNCRsna2gIsIgSlBytleJV+w5djYogWkHtnSHLiIrzsD5iIgZGMKwEiEwNFpBFtAURQO/V6Oz/dfhEarx4RhMXhyXCKUvgo6CkU2prZs4ABPCJYPurzBBOCQgmOm2o85MJV6iLE2JfWQPo0AOyOy5lYLNu2+gP/9dR1isQiTR8bhkbt6QiH3Fkz/VUhwDQ+aypG5i4gCG7gQOgDH3GeOgmm0gGy8iKSaQqEwuzDrrYivuwrEqDA3XkLmQoVGU4sGn+3Mxancm1AqvPHCo2m4o09Ehw4jgHkhAtM0woULF9C9e3colUpPCNYGeAwmrHcFsYXpKreiJ8smgGCaqzQF8wGmKArHzl7HFwcuorFFg8ToQDz3SD/ERfoBMCza7qLbaQnmQp7k+wEM82YKELir4SQgcwJAqzHpdDqHEW8cCZFIREc3zIkQmC7MEBmumzNDstZgjtjjCkYuF1wsq8N/vjmHyrpWJMcGYv60NISHGAh71sLIbIaesP0/+eQT/Pnnn4iIiED//v0xYMAAZGRkWJSgy8nJwbPPPosTJ04AAOrr6/Haa6/ht99+g5+fH5577jlMmzaN9b2doSk0H3gMpoNASD+mBpNNqceU/WrNOF+rasL63XnILa6FXCrBjPuTcN+QaHh7e9F5DIqiIJPJXPKw2wNmiJxNjqyzGBu22lChiTeOBgmFmwvnm/OsyeWQSr0hl8tdKhbBl9jjaEauNej1FH48UYKvsy6Doig8cldPTB3TE4q2DiO2RlrI9SPqOcXFxcjOzsaZM2ewfft2bNmypYMQAUVR+O677/D+++8beaFvvPEGfHx8cPLkSRQUFGDOnDlITExE//79jd7fWZpC84HHYMK+Js3mQLNkGS2+TEk9AL9SEa1Wj13/K8EPx4uh0eoxKDkUMycmIzRQQe+GTXeflh52dzM25vKt5hZmdzQ2XBdooclEQoJZwM9ngSbjVakNhkav00GtVrtMAEOoVlzO8kLrGlVY890F5BRWI8hPhn9O64u0hG6QyWR25+9NWbCpqalITU3F9OnTzb7n008/xf79+5GZmYn169cDAJqamnDo0CH89NNPkMlkSE9Px8SJE7Fz584OBrOzNIXmA4/B5ABbQrJM0g9FUfQiaqtST/6VWqzblYerlU0I8pNi5gPJuCM1jC4VMfdA8ckZuipnQx5krvlWdzU29rZCs4VMJDSEKOAn37VEIjK72THHnBbiWgml2GMOjvBCcy5X45Md51HfqMaA3t3w7MN9EBLoKxiT1xYW7NSpU5GZmYnTp0/Tr125cgVeXl6Ijo6mX4uPj8fBgwc7vL+zNIXmA4/BdBAI6Ueto4y8SvJDGIfWbuCmFg22HryErDNXIRIB4+7ogSfG9oLSR2ZTn0cuxob5kDuaWWtOmo8vXCkZ56h6Pr7Gxt5rJVQBv05nvg7TEnNaiGvlqt6htnqhWp0e3x6+jF3/K4FYLMLfxvfGA8NjIZfLAECQ+0kqldLkOT4ICwvr8FpzczPkcrnRa3K5nHWcnaUpNB94DCaE7SZC4Ksw7HCbW9rDr9ZIPUxQFIXfzldg874C1DWqER2mxNwpKegdEyh4qQjX0g8h1W6YXqUjBQgILC1g9oRxndFgm0CoMh1TCG3w+dZh8rlWljYGrlDsMQcuXmhFTRNWbv0T+VdqER6swPxpaUiKDRbE4JMQrEwm410SZwkKhQIqlcrotdbWVtZGz52lKTQfeAymwCAPBMlhNqvaRQi4epWVdS3Y9GM+/rxYBW8vMR6/txcmjYiFjKH/6shdGttu2bQmz57QoDONDIG5Bcy0WJ9rGNddVGK4htzNbQwccS3a7KXNZSXWjI3pxoCiDE2dXX0trIF5rU5dqMBnO3PR1KrFyH6ReO6RfvQmm2x07OFWOEqIIDY2FhqNBteuXUP37t0BAMXFxaws287SFJoPPAYTwnmYTFk9qZfhnC2thjpKiUQCHx8fi96aTqfH/t/K8E1WIVQaPfr2DMacySmICPFxiZEhsKTgw8dbI8bJXRY2U2PPNWfoymthDXxUfEhIV+hrQb4TIeswzW0MmP1Pye+uJn5ZglqjwxcHLuLg6XJIvcWY92Aq7h4YBbncm+Y42BuetjUEywVKpRL33HMPVq5ciXfeeQeXLl3Cnj17sG7dug7Hdpam0HzgMZgcYWnHxyarJ/M2hEGaVVqj1815a4VltVj7/XkUX7sFPx9vPD0pBXf2jxRc/1UIcPXWmAbUFsF3Z4NLaBAwzF+j0bjtPExhOi/ClCRGU6FQCEomcpY0HulTS54LPvJ+rsDVyiZ8uD0HpRWNiA5T4oXH0hAbGdChwwjX8LRWq0VNTQ2CgoIcFoJlw9KlS7F48WKMHj0aPj4+ePnll+nWX59++inOnDmDDRs2dJqm0HzgMZh2wJJSj6zNw1SZKP2YemsqtQ7fHinC3l9KoKeAuwb2wMyJqVAq2gv33SEnYw1sxsZUgIAU75Pj3R2m3hoRIQDg0Pyuo0BECExD+kIzV8mldZT4ujlij7l70JHNALiAiIxs2pMHlUaPewdH4R8TkqD0td5hxFJ4+urVq3jqqafo8o6MjAwMGDAAqampNEvYHHbv3o3FixcbvdbS0oJp06Zh6dKlRq9v2rQJLS0tGDBgAP3a2bNnWc+bmZlp9PvQoUOxe/dui2PpTPAYTNgWkrWm1COTsgsXMPFnQSU2/piPqvpWRAQrMHtyCtISQiCVetPKHIQi7yzWqpAgbdFI13dHkG4cDXPkJEfldx0FSyIE1shEfOt3dW1zdoSHyYfYY7o5BZxfftSi0mLjj/n431/XoZB54YXH+mJ4WgS9cbGnB2pkZCSysrJw48YNnDt3DtnZ2di1axfkcjm+/vpri+eYPHkyJk+eTP9+8uRJvPLKK3juuec6HJubm4utW7ciLS2N91hvN3gMJkcw6yW5KPWIRAZ5PKZwAUFdgwqb9xXg1/MVkIhFeOjOeDw8xtDUmbk4k4fXGaxVIWFOLF1I0o0zYK0rB+DYDi1CwFYRAnvIRPaSftggFMnKdGPgSC+06NotfLQ9BzdqWtCrhz8WPJqO7qF+FtWTuIIZgk1ISEBCQgIefPBBm87V1NSERYsWYcmSJYiIiDD6W3V1NWpqatC7d2+bx3o7wWMweYDIQ3FV6lHIJGhRM0NGFA7/cRVbD15Cc6sWvaMDMGdKKmLClfTOma0e0dGsVaHAd3G2RLpxpQSePSUvjir9sAVC1iTyIRNRAhtMLhsXW8Flw8N3I0dRFPb/VoYvf7oInY7C5JFxeOzeBPgo5IK1pyPcBiHygRs2bEDv3r1x7733dvhbbm4ufH19MW/ePOTn5yMuLg4LFy40Cs92JXgMJqyHZEkYh2m0mOFXc6UicqkXmlsNx5ffbMS6XXkoKK2DQuaFpycl495BPeDt7cW77ZNQrFUhIUQLLnOkG2eqEgklpMAEV29NyHk5oybRXM6QguFZUMhlRukEvvMy3YA5A9aEFaxtUBua1fjv9xfwR0EV/H298dzUvshICqO9Y3MtBLmOjXwnQrFgm5qa8OWXX9LSd6ZQqVTo378/Xn75ZcTGxmLHjh2YM2cO9u/fj9DQUEHG0JngMZgWQMKv5CEC2kk95CGxZGwVMgmq61vxTVYhdv6vBDodhSGpYZjxQBJCAszrv/IF3xpDIcOCtob8uICvKpE9YVxHCykw4ch5ubLvJtnIaTSGjYFOq6GJXnzn5SrFHjZYYk8z53WusAqrvz6Lmlsq9O0ZjOcf6YvQIF9OHUaswVEs2EOHDqF79+4ddGAJ7r33XiPPc/r06di2bRtOnTqFiRMnCjaOzgKPwQS70TMl9ZBwrLnwKxvUGj3UWj2+O1qMYH8Znp6YjEEpYU5piMw13GlPHtQVzan5yKpxDXc6wqvkCyHmRbxKIbRH7YGO7odp27zcSbGHDaYbHr2ewg/Hi7Hj8GVAJMJT45Px8F29aNKTENdDyBAsE0eOHMGECRPM/v3AgQPQ6/W4//776ddUKhVkMpmg4+gs8BhME5BckympR6vVQiqVGtWsWVuQa261S0g1NKux79dSXKloRkp8MHpG+tI9M50BS+FOvnlQ4o3x1bF1BOwJ4zrTq+QLrvMimx1yz7rDPNobSHf0hLjMixgkR3QREho1t1rx8Y7zyC2uRUiAHPOn9UVqfAgkYhF9bfjI+zHhiBCsKf766y88/vjjZv/e3NyMlStXonfv3oiNjcXnn3+O1tZWjBgxwiHjcXd4DGYbmDWV5kg9ra2tRuEYmUxmcUFe/vxQ/C/7GuobNci/UofcklpcKMgr10gAACAASURBVK5t+zwgLtIPybFBSI4JRHJcIAKVztu1me6SueZBXeFV8gHXcCcAWkjBHedhCnPzYta5kjm6mmVMG0wOzhCZF5kD0Sl1ZwECgrMXK7HmuwtoaNZgcEooMh/sg6AAnw4EJS7yfqabb4qiaC/cUUIEOp0O169f75CLfPPNNwEAb7/9Nh5++GFUVlZi9uzZqKurQ2pqKtavX9+p9WDtgYhyl7vPxTDd+ZmSeiyBLMjkx/RcxIupqW/CpbI65JXUIf9KHS5frYdW1/71R4b4ICk2EMmxgUiJDUJ4sMKlqhhk50/mBRir3HTGW4fpHZPf3XVBtgSmCAGJhDDvQVLHa5ozdAa+ybqM744WYfGsgUiND7Z4LDMHbirqzTyGeR+6uiWdVqvHtkOF2PPLFXhJDB1Gxg+NocOU5uZhCqZ3LRaL8eGHHyI7OxtpaWkYMGAAMjIyEBxs+ftjYuPGjVi9ejUt0QkA69evx6BBg4yO27NnD1avXo3q6moMGTIE7777Lrp168b5c7oyPAazDUwjwJXUYw7kISCF++Zo6WqNDpev3kL+lTrkX6lFQWm9kdBBoFKKpDbjmRQbiLgIP0Fr27iC5PhIvpVtQXZm2YetMOcdsy3I7lCmYw6WRAiYYEYNyL3oDPb014cK8cOxYrw1ezCSYwPNHmcrsYc5L9NNqqO96xs1zfjom3MounoLkSE+eOGxdCT0CBSEoNTY2Ihz587h3Llz+Ouvv/DXX38hLCwMr7zyCt2E2RL+/e9/IzU1FU8//bTZY/Lz8/Hkk09i06ZNSEpKwtKlS3Hz5k2zLFkPjOEJyTLAx6u0BBLeNTAGNWaJDhKJDqnxwUiJCwIQD72eQmlFI/Kv1NJG9NSFmzh14SYAA+s2MZp4oIHo1SMAUm/H5UGt5fjcsRk1G5jzYOvy4o5lOmzgy0jmy54WytDoGaQfc7CH2GOt9MNR/U9PnruBdbty0aLSYfSASMx6IBl+SoUgTZ4pioK/vz/uuusu3HPPPQAMIdNLly5xLt/Iy8vD1KlTLR7z448/4p577qG1X1966SUMGzYMVVVVHi+TAzwGsw1arZYmGthqLM0taHwINz2jAhAX6YfxQ2NAURRu1ra0GU+DAc0prEZOYTUAQ0f7hO7+hjxobCCSYgKh9PHuODAbwKUjB5/yCFcZGltyrlwNjTPDuEKVWVhiTwslgmFJfF0oxR5TWCr9sJV0Q6BS67B5XwEO/3EVMqkEz03tg9EDouyStzMFGwtWIpEgOTmZ0/tbWlpQXFyMLVu24OWXX4a/vz+efvppPPLII0bHFRUVGYkOBAUFISAgAMXFxR6DyQEeg9kGuVzeYQHkE5blUyrClXCj0+kQ2U2C8GAfjB5g6D1X36hGQanBeOZdqUPh1Vu4WFaP3ScM5+4R5ouUNgOaHBuIboEKXt+DvXV8XNRgnCF/Z05o3FawLcjOUltyZJmFIwyNnjaYxi6mIxV7TGFp08NHYrK0ohEfbc9BeWUT4iL8sOCxNESH+wvW5Jncp6RszVZUVVVh4MCBeOKJJ/Cf//wHOTk5yMzMRGhoKEaPHk0f19LSArlcbvRehULh0P66txM8BrMNzAWQgDxMJD/HZkBLS0vRs2dPSCQSmxc0Lh4NWbCCAyS4I1WKO1LDAACtKi0ultejoM0LvVRWh/KbTfj593IAQLcAOW08k2ODEBXqy5oHFYlE9GcJWcdnyaNxlEycM5i8zgjjukKEQAhDozNhyZLIC2GauwpcNj3MZ/7n02XYvK8AGq0eE4ZG48n7esPXRy7I5kVoFmx0dDS+/PJL+vdBgwZhypQpyMrKMjKYcrm8wzVoaWnpsqxXvvAYTAtgqnkA7YukXq9HfX09PvroIxw/fhxff/01goKCBP1sc4aGuWjpdDpIJBL069UN6QkhAACtTo+S6w3Iu1KL/JI6FJTW4UTODZzIuQEAUCq8kRQTgOQ4gxfaM9IfsjbRd2cszJbC0/bmQclu3RX1oULnC91FhACwwbumGcgit1LsMYXppgcwbFJaVDr894fzOJlzHUqFN/79xAAMTg0TtNZVaCGCCxcu4JdffsHcuXPp11QqVQdvMiEhAcXFxfTvNTU1qK+vR0JCgiDjuN3hMZg8QLywgwcPYunSpbj77ruxc+dOKJVKo3pNR5SCkMWITYCduev30uuRGG0gBE0aYVgUrlY2oaCUlLPU4o+CKvxRUAUAkHqL0Ts6CL1jApAcG4je0QFQyJx3WwiVB+XKHHUmbPGuHZXjExKWvGuDETBEaRQKOby9vV0ubsEH+SU1+OibHFTWtSI5NhALHk1HRDc/OvLEJJDx3dAxr6+9IVhT+Pj44JNPPkFMTAzGjRuHU6dOYe/evUZeJwBMnDgRTz31FKZOnYq0tDSsWrUKd955p+Ab/tsVnrISnqAoCi+99BKeeOKJDvVNpqEqphfh6HpK05ouSzm16vpWXCq/hYLSelwoqkZpRQPIXcAUVEiJDURSrHMFFdjANDSmnhpRUqEoCmq1utMszAD7NQPaCWiu9ixtxac/5OLIn1fx6cK7EBHia0SSctcSJL2ewp6TV/D1z4XQUxQeujMej9zVEwqFnPb0yWbYXKmOpRyvM4QIDh8+jNWrV6OsrAzh4eH417/+hfHjxxsJEQDAvn378NFHH6GyshKDBg3Ce++9h5CQEIeM6XaDx2A6EGy5Hj5EIntg6cEmDywxMI0tGlwsraPZuO4uqEC8axLCBcBZrtAdwSQoEdUb8uMskpRQ8Pb2xsff5uDIH+VY8++RNOmMbXPgLiVI9Y1qrP3+PLIvVSNQKcU/p6UhvVc32tMnIXZzYNvQ3bhxA8ePH0efPn0QFxcHmUzmEC1YD5wLT0jWgTAlEjnTgLLl1AgZhqlRqdfrESCRICMpFBlJhnovNkGFo39ew9E/rwFwD0EFIpxAVFU6Qz0oG9hCyUKLyzsDRspDGiJw0X5P8Am9O3NzcO5yNT7ZcR51jWr0TwzBsw/3RUigD6/wPlu6RK1W48yZM9i4cSPq6urQr18/DBgwAKNGjUJ6errVc545cwbLly9HUVERgoKCMHv2bFbN13nz5uHXX381CvGePXuWxzfgAR94PEwXw3Rhd4QBZZJhmGFLtp0xG/uRTVChtqG9r58zBRW45irNyRXyrcFzFJg1u3xCye7oqZkSez7cnoNfz1fgs4V38grnW5L2E3pzoNPp8e2RIuw8XgyxSIQnxvbCA8NjoVAYSDL2hveZIdja2lqcPXsWZ8+eRUtLCx0iNYf6+nqMHTsWb7zxBh544AHk5eVh5syZ+PDDDzF8+HCjY0eNGoW1a9ciLS3N5rF6wB0eD9PFYOq0AsZMXCEMqKUSC0tEIsIMJsfEd/d3qaACX5Ubc0owfGrwHAV7mKN8PTVHbw7YakT1FoQLLIErg9qeUh0AqKprwX++PY+C0jqEBSmw4NE09I4J4hyCtQaKooxYsCEhIR36SlrCtWvXMHr0aEyaNAkA0KdPHwwZMgR//vmnkcGsrq5GTU0Nevfubdd4PeAOj8F0MxAmLgFzgSQLOxcmrjU5ODaYYz+yhTr5CipEhynb60HjgtAtQM42BFYI0T+Uz+bAkaFO0uFGSOaoKzYHlti87XWY9kVJuGwO+OZ4f8+9if/uvICmFi2G9gnHvAdTEODXscOIreMVi8V2CxGkpKTg//2//0f/Xl9fjzNnzmDKlClGx+Xm5sLX1xfz5s1Dfn4+4uLisHDhQiMlHw+EhcdgujmILi1pPWaNidvc3IyjR4/ioYcesrshMh9vJshfjDtSwzoIKpBa0EtldSi72chLUIGvV8l3buZKI6y1bbMFTBECez0Ya7C2ObBXlciaYg+pw+TrYXKBrRqyao0OWw9ewoHfyuDtJcbcKSm4Z1APusOIvSU8jmLBNjQ0IDMzE3369OkgwK5SqdC/f3+8/PLLiI2NxY4dOzBnzhzs37+fs/6sB/zgyWF2cjAN6IkTJ7B06VIMHz4cr776qsPo60ww82mmO37mwqbV6VF8rQH5pe2CCg3N7YbDVFAhMToYPgqZSwvehcqDctHldSZsLY1gaynGhve2/InsS9X44s27HdocgA1scyuruIUVX/6J4uu30CPUFwseS0d89wDBBBVMQ7BCoaysDJmZmYiOjsaHH37YQYSADZMmTcK8efMwceJEwcbhQTs8HmYnB1nsFi9ejFOnTuHtt9/GiBEjrEr6CQVzxfmm4UCJTofeMYFIjDYWVGDmQU0FFRJ7GMQUkmKDnC6oANgf6nRXEQJzqkSW5kbmwsXA0CFZF7SiM53b8exr2PBjPlRqHcbeEYO5D/aFTNreKN7eCIxIJIJcLhdciODChQuYPXs2Jk+ejIULF7Jufg8cOAC9Xo/777+ffk2lUtFeswfCw2MwOeKdd96Bt7c3Fi5cSL928uRJLFu2DOXl5UhNTcW7776L+Ph4p4+ttbUVMTExeP3116FUKgHArKQfWVAAxxpQLuHA6HA/9AhT4t7BPQAA9U0aXCxrwPnLlcgtrkFuSS0uFNcCKIZIBMRH+iHJhYIKfOZGDJC7eJXWYGluJCxO5kG8bfPnEiaHaQ9aVVps3JOP49nXoZB5YcGjaRiRHgmpt8ToGpHcPN8QNQnBkvC9kKiqqsLs2bMxc+ZMI6k7UzQ3N2PlypXo3bs3YmNj8fnnn6O1tRUjRowQdDwetMMTkrWC2tpaLF++HD/88ANmzZpFG8yqqiqMGzcOK1aswMiRI7Fu3Trs378fe/bscfviZOYu3NGSfqYwFw4kjbaZdH4uggrJbcbTnQQVmKQtIVidrgLTQ9ZqtWbDuKZzW7zhdxSU1uHrt8e6ZNwl1xvw4fYcXK9uRkKUPxY8mobuoX5mPWS+IWpHhWAJPv30U6xevbqDIPrf//531NbWAmhX7fnss8+wbds21NXVITU1FYsXL0ZSUpLgY/LAAI/BtIIJEyYgIyMDDQ0NiIqKog3mV199hb1792Lr1q0ADOG7oUOHYuPGjZwKk90JzPAbMaLOkvQjDFhT74VtIWYTVGhRtS9+rhZUYKsRNc3xuls9qDlwacVlLn+9aO1JXL5aj6+WcCujEAoUReGnU2X44sBFaHUUJo2IxeP39oKPj7G8HRcw51ZZWYnMzEwkJycjPT0dd9xxBxISEng9G7m5uXjzzTdRWFiI2NhYvPXWW+jfv3+H4zZv3oyNGzeiqakJd999N95++22HdxJx1mb5dkCXD8lqtVo0Nzd3eF0sFkOpVGLz5s0IDw/HokWLjP5eVFRkpPAvkUgQHR2NoqKiTmcwXaFIZIkBa67Lh0QiQWp8MFLiggDE04IKeVdq29qb1eLUhZs4deEmAIOgQu9o4oE6TlDB0ly45nhdUQ/KBiaxx1re1dzcKMrQC5P0mHV0qQ4ANDZr8N8fLuBMfiX8fLzx3NQ+yEgKs7nJM3Nu/v7+WLJkCXJycvDHH39gw4YNaGpqwpAhQ7BixQr62puDSqVCZmYmMjMzMW3aNOzatQvPPPMMDh06BF9fX/q4I0eOYOPGjdiyZQu6deuGF198ER988AGWLFnC+/uwhK+//hpqtRqjR49GbGysx1jyQJc3mKdPn8bMmTM7vB4VFYXDhw8jPDyc9X0tLS10vpDgdmnE6mgDaq2u0txCbFo6oNPpaEGFCSaCCsSI/lVYjb/YBBXiApEUbb+gAt8aUUeXfNgDezu+0HPT6SAWGQyFMyQL86/U4j/fnkd1fSv6xAfh+Uf6IixYKVj3Goqi0KdPHyOPsKKiAoWFhUbhd3P47bffIBaLMX36dADAI488gs8//xzHjh0zIuzs2rULjzzyCM2DWLBgAf72t7/hjTfeEJRUFBMTg507d2Lv3r0YMmQIHn30UfTo0UOw89/O6PIGc/jw4SgoKOD9PoVC0WUasVpqrm26sFsyoLbWVVpSgDE1MmyCCobwbZ15QYW4QCTH8BNUEKpG1FI9qFCNqLmATbHHVuj1FCRikUOEB0w/54fjxfj28GUAwKP3JOChO+Mhl8sEmYslFmx4eLjZzbQpiouLO/SbjI+PR1FRkdFrRUVFGDt2rNExzc3NqKioQPfu3W2cRUcMHz4cgwcPxrlz5/B///d/yM3NxdSpUzFhwgSaDOUBO7q8wbQVPXv2xIEDB+jfdTodSktL0atXLxeOynngI+lHURQOHDiA/v37Izo6WpC6N+ZCbM7I6HQ6BPmLMaRPOIb0MSxuZgUVTpsIKsQFITkmkFVQwZEiBOZKPmxtRG0Njih90ekps7ljPsIDlsK4tQ0qfLLjPM4X1SDEX4Z/TktDn54hgs2Foig6bG5vyLK5uRkKhcLoNblczrrhZtZakvcIFbVi8hJEIhEyMjKwYsUK7NixA4sWLUJoaCgGDRrkyWlagMdg2oixY8dixYoVOHjwIMaMGYN169YhIiICqamprh6aS2BO0u/q1at488030dDQgIyMDIeIEHAxMmQRlkgkSE8IQXqCof8fm6DCiZwbOJFzA4BBUIEwcQ3/doO3txdUKpXTwqV8QtR8DCgXYo9t4zVvMDsey00/lrlByL5UhTXfncetJg0GJYci86FUBPnz6zBiCRRl6LHKJdzKBWzRqNbW1g7RKLlcTnffAdoNJTPPaQuI18hkpBPlsNTUVMyZMwf19fVYsGAB9u7di8DAQI/RNAOPwbQRoaGhWLt2LZYtW4aFCxciJSUFH3/8secma4NIJMKhQ4ewZMkSzJgxA08//TTEYrHTmmtzIdsYiER6q4IKZ/IrcSa/EoBBUKFXj4C2WlDXCCrwCVGz5Qr5EHtsGx9lsyyepTAuRBJ8nVWIH45ehpdEjFkTUzDujijaK3NkCNYe9OzZE19++aXRa8XFxR3UeBISEozCtMXFxfD390dYWJhdn08iQYcPH0ZWVhYGDx6MO+64gw7zRkZGYv78+cjPz8frr7+ONWvWeNYxM/CUldwGmDhxIsrKyugHo3v37ti7d6+LRwXs2bMHiYmJrHVhzuwNygaSl+XSSqq+WYuC0nqcL6xEXkktym42gvzZHQQVTGGprhCA2e41QuH5lf8DRQFrXhol2Dkraprxn2/PobD8FiJDfPDiE/2RGBNM3/OmDQr4QsgQrCnUajXuuecezJ07F48//jh27dqFlStXIisry8jLPHz4MBYvXoxNmzYhMjISL774IqKiorB48WKbPpfpJa5btw5r165FSkoK8vPz8eCDD+LZZ5+lNWf1ej327duHFStWYOnSpRg1SrhrdzvB42F2crS2tqKoqAgnTpxAcHCwq4djBEt6lpaIRM6Q9OPamcVA7tEjwMcLdyQbwrhsggpF1xqw/9dSAO2CCqS9mbMFFcyFqJnGwDRULeS+Wa+n4CURjjjy6/kKfLYzFy0qLUb1i8TTk5Lhr1QY1VbawzQWOgRrCqlUivXr12PJkiVYtWoVYmNj8d///hc+Pj6YPXs2Bg0ahMzMTNx9990oLy/HvHnzcOvWLYwePRqvvPIK789jhmDVajVaW1tRXFyMTZs2ISMjAxs3bsSuXbvwzTff4LnnngNguD/S0tLQq1cv5OXlYdSoUZ6wLAs8HmYnR05ODp5//nkcP37c1UMRHM6U9DMFU1CBkCSEEFRIjg1ErJMFFZjEHlPtWEc0a8784BjkUi98+IJ9Em0qtQ6f7y9A1pmrkHmL8fSkFIzJiKLZycx8HxNMD9tUMEKn06GhoQG+vr60QbC3HZc7gWnk9uzZg02bNiEqKgq5ubnYtm0bHd597bXXcPHiRcyYMcNoY/vee+8hNzcXX3zxhUvG7+7weJidAJbEFXJzc+Hl5YXHHnsMV65cQWpqKl5//fUONPbOCKF6g/L9TK6CCkwiUUpcEG9BBdLezFGCCoB5Yo8tZBuusMSS5YqyikZ8+E0Oym82ITZCiRceTUePcD/IZNY72LDlQYnhLCkpwfTp0xEREYF+/fph8ODBGDhwIGJiYmy+j9auXYtvvvkGjY2NSElJwRtvvMHa1LmmpgbDhg0zCsNOmjSJlrkTAmQOu3fvxgcffIBx48YhPz8fV69exc2bN2mDOX/+fCxcuBB79uxBdHQ0+vXrBwB4/PHHsWjRIpSXl3tqM1ngMZidAJbEFebOnYu0tDS8/PLL6NatG9auXYs5c+Zg3759nNoBdSZY6g0qhKSfrYIKbKo9rhZU4Evs4dP71Fo9qF5vey9MiqJw+I+r2LyvAGqNHvcNicZT9yXC18dAxLGVnUzGHhMTg6NHj6KkpAR//fUX/ve//9Gtsw4cOMC7BvH777/Hrl278MUXXyAyMhLr1q3DvHnzkJWV1eFceXl5SExMxJ49e3iPnwsoikJ9fT2WLVsGPz8/vPrqq3jggQdw+fJlfPDBB5g/fz6ysrIgEokQERGBefPm4c0338TWrVvRu3dvKBQKOrTtbukdd4EnJHubgaIoDBo0CBs2bOhynddtJRIxvUqm+DtfMIlEZLE0SyQyEVQoud4A0uUDsF1QAbBfscccLPU+ZeZBZ7xzBOHBCix/diiv8ze3arBuVx5+PV8BX7kXMh/qgyF9wunNiKUenFxAURQdnmaGYCmKQnNzs03lGxs3bkRwcDAeeughAEBjYyMGDhyII0eOdBAbWL9+PQoKCrBixQq75sEEkYxkYvjw4aipqcGyZcvw8MMPAwDOnDmDV155BX369MHHH39MH/vVV1+hf//+dDmcXq/Hm2++iXnz5qFHjx6eHKYJPB5mJ8f27dsRHR2N4cOHAwDdWaIr9sSzRdLvl19+QWpqKkJDQwURVOBCJLImqJB/pRaXyuuNBBVCA+VIajOeKbGB6N6to6ACIKxijym41oPaUlZSWF6P/3xzDhW1LegdE4D509IQEaIUtMmzORasSCSyaCwtpUSefvppo9cOHz6MwMBAREREdDg+Ly8P5eXlGD9+PBobG3HnnXdi0aJF8Pf3t2lOTGNZWVkJuVwOPz8/bN26FRMnTkROTg7GjBmD4OBgpKenY8GCBViyZAk2b96MGTNmAAAt10dSG2KxGG+//bZH7ccMPAazk+PmzZvYsmULNmzYgKCgIKxYsQI9e/ZEcnKyq4fmclhi4tbW1uLdd99FQUEB1qxZ43BBBQJzYU6xWGyXoEJCVCB8feRObVZtLg+qpyh4SSRQKBRW86B6PYW9v17BtoOF0FMUHrozHtPu7gmFQi6o4beHBWtNb5p53OLFi80aHKVSiSFDhmD27NnQaDRYuHAhFi9ejNWrV3MeC/kOyUalpKQEr7zyCpqbmxEeHo6XXnoJKSkpeO211/DOO++gf//+uP/++yGVSjF69Gg8/PDDeP/99zF58mSjsCtzE+ExlubhCcl2cmg0GqxYsQJ79+5FU1MTBg8ejCVLlgiqPXm74fTp03j55ZcxduxYvPjiizQblqsmrpCwFOZkGlq9nsK1KmNBhcq6dsMo9RYjsUcAXc6S6AJBBYInFh9CYo8AvD1nsNHcTNub1d5qwdrvL+DsxSoEKKV4/pG+6NerG517dVQI1hHYuXMn3nrrLbzxxht0GNQazp8/jyeffBJnz561aqROnDiBYcOGGc3jxo0b+Mc//oGhQ4ciLCwMWVlZqKurw6FDhyAWizF//nxkZ2dj9erVGDhwIACgrKwMKpWqy0h4Cg2PwfRAMHDt+edqfPXVV4iNjWXtTO8MJq4lMMOcxICak72ruaVC4bVGXCiqRm5RtZGgglgsQlyE0umCChRF4fE3DyE1LgiLnx5kdn65xbVY/fVZ1NxSoX9iNzz/SBoC/WSQSqWCyds5SojAFGvWrMGWLVvw4YcfYtiwYazH6PV6rF69Go899hjNPv3jjz8wb948nDlzxuL59Xo95s+fj+eff56OHK1fvx7nz59HYGAg3nrrLQBAdnY2/v3vfyMpKQlr164FAIwbNw7h4eF466230LNnT/qcnhpL2+AJyXogCLj2/HMHkLwNGywxcZ0p6Wet/RcARIUrEBrk41aCCkyDzQaNRovvjhbj+2NFEItEePK+RDx4ZwKkUm96LESdyJ56UEcKETDx3Xff4fPPP8e2bdsslnKJxWJkZ2fj6tWreOedd9DU1IRVq1bRZCFLUKlUKCkpoetOa2pqUFdXhyNHjmDSpEn0campqZg/fz5ef/11bNq0CbNmzcLKlSsxbdo01NTUGBlMj7G0DR4P0wNBcOzYMSxevBhHjx6lX5s0aRKeeeYZo55/nR3uIOnH9Jos1UtyEVQgxlMoQQWNVo+n3spCeq8QvP6PDKO/Vde34j/fnkP+lTqEBsox/9E0JMcGG4kqMIlSTMFwLvWgzgzBEtx3330oLy/v0ER6x44dSEhIwIABA7B+/XoMGjQIFRUVePvtt/H7779DJBLh/vvvx6uvvmqxATXJby9duhRSqRQLFy4EYNCZXblyJXJycpCVlUVvDurr67Fx40Zs2rQJW7ZsQUZGBqqqqtCtWzfHfQldCB4P0wNBwLXnX2eHKyX92BR7AMtEImuCCr9dqMBvFyoACCOoQEpjTFmyf+RXYu33F9DYosGQ1DDMezAVAX6KDuUvfIhSdXV1UKvVCAoKAgCnhWCZ+Omnnyz+/ezZs/T/w8PDsWbNGl7nJ7lNmUyG4uJiaLVaeHl5IT4+HrNmzcJLL72EF198kS4VCQgIwNSpU/Hrr79i9+7dyMjIQHBwsEOjIl0JHoPpgSDg2vPvdgTJy5FdvqXeoLbCUisuc6o2bP0zTQUVKmpbUNAmqJBfwiKoEOWP5Jg2QYWYQCgVlsOcOhODqdHqsfXgJez/tRTeXmLMnpyCewfx6zBibn4///wzVq5cibCwMGRkZNCqPfbUD3JtZKBWq7FkyRIcOnQIXl5e+Nvf/oZnnnnGps+0BJJrnDx5Mh566CFkZ2dj0CBDbjgtLQ0LFizA66+/ji1btuDvf/87ACA2NhZr1qyhVX08rFfh4DGYHggCrj3/ugKE+ZGO8AAAEmpJREFUlPSzpRWXaR7UUv/MyBBfRAT7YPQAA6vaVFChsPwWLpbWY/cJw7mtCSoQD1MkEuF6dRM++uYciq81ICrUFy88moa47gGsXjIfkPlNmTIFkyZNwpUrV3D27FkcPXoUK1aswOjRo/Huu+/yPi+fRgarV6/GtWvXkJWVherqasyaNQuxsbF2px9M7wvSgD0pKQnjxo3D22+/jV27dtH32JgxYzBr1ix88MEH6N+/P9LT0wGANpZswgYe2A6PwfRAEHDt+dcVYYukH0VRuHr1KhITE+1mjfLpn2mvoALxQGsbWrFo7Sm0qnW4a2B3zLg/GUofGby9vQVrvk1CsH379kXfvn3xt7/9zSgkzhcXL15Et27dOMnCkRZdfn5+8PPzw1NPPYUffvjBLoNpbhNFXiM1lKTWEzCEYB9++GE6BEsMJoHHWAoLj8H0QBAMGzYMarUaX3zxBd3zr6qqCiNHjnT10NwO1hSJqqur8dZbb6G1tRWfffaZ4Io9pnlCZncPkgMk4/HhKaigkBnmVFh+CwqZBPOn9cWI9EhaeUpIIQKyAWGCfLfmIEQjg/r6elRXVxvVMsbHx2Pr1q12zMgw9oqKCixduhSrVq2iyUDEkA4ePBiPPfYYPv74Y8TGxtIqQ3Fxcfjkk08QHh5u1+d7YB0eg+mBILDU888Dy2Aa0OPHj+O1117DlClT8Oyzz9LehaN7g7L1z2TvzKJHYnQAEqMDMGlER0GF3OJqtKh0kEvFeP+ZoegequTUYYTrOMViMWQymc15OSEaGbS0tACAUc5eqHy9Xq/H8ePH8euvv2L06NEA2sOyPj4+mDJlCiiKwvLly6HT6TB27FjEx8fTIVhCCvLAMfCUlXhw22Pjxo1YvXq1UV6RUP3dCa2trZg+fTpeeeUVDB1qLFxuWlrhCkUiU0EFttpUACiruIWIYF/4tHUYYSMq2QKSg3XWnM01Mqirq8OQIUPwyy+/0OUaR44cwbJly/Dzzz9zPj9hMjN/r66uxqJFizBy5EjMnDnTbJj222+/xc6dO6FWq7Fw4UIkJCQgKCjII0jgYHi2Ih7c9sjNzcW//vWvDkLZ7ga5XI7vv/+e9W/MDiiAY5i4lmBJUMFYeF2P2MhAenMiFEvaXAhWSHBtZBAYGIiQkBAUFxfTBpOtrMoaxGIxrly5gqNHj+If//gHxGIxQkNDERERgZ9++gkzZ840ez2nTZuGYcOGYd++ffj000/R3NyMtWvXIjAw0IaZe8AVHr6xB7c98vLykJKS4uphCArCkpTJZFAoFPDx8YFMJqNVcgAInvtkghhstVqNlpYWqFQqmpFJQqZEns7W8CnxluRyuVPCjDdv3sS7776L69evo7W1Fe+//77ZRgaTJ0/Gxx9/jLq6OpSUlODLL7/ElClTeH0eRVH4/vvv8d577+Gll17CqVOnAABPPPEEampq8Mcff5h9HwD06NEDc+fOxdq1a/Hxxx97jKUT4DGYHtzWaGlpQXFxMbZs2YIRI0ZgwoQJ2LFjh6uHJTgIE5cYUIVCQRsaYrCYbFyhQfKLIpEIKpUKra2t0Ol0tDKRQqGATCajc6Jc4O3tDblc7rQ6wszMTIwcOZL23kpLS7FmzRr68wcMGEDrvr7wwguIi4vDhAkTMH36dDz66KOYMGECr88TiURYsGABtm/fjsuXL2PJkiX44osvIJPJEB4ejqqqKgDoEM429TqlUilCQkJsnbYHPODJYXpwW6OsrAyvvvoq5syZg2HDhiEnJweZmZlYuXIlTaroCnCkpB+zVtRShxHTzizMcHJjYyMUCgXtVTojBOtOKCkpoetI586di507d2Lo0KFYtmyZq4fmAQMeg+kBJ5gSFDozli5dCo1GQ9eydVUIIelHcpi21IoSw9nU1ITx48cjMDAQAwYMwB133IHBgwfbrNgze/Zso3AmEX3Ytm0bMjKM9W1ramowbNgwIzb3pEmTXHZvZGVl4ejRo9izZw+CgoKwefNmxMTEuGQsHnRE19nCeWAXTI1lZ2HjXbhwAb/88gvmzp1Lv6ZSqYzKBLoq7JX0k0qldjV5Jp8hk8lw6NAhlJSUIDs7G8ePH8eqVasgFouxbds2REVF8Trvhg0bjH5fuHAhtFptB2MJGPLbiYmJ2LNnD+/xOwL33HMPBg8ejL59+2L58uVoaGgAcHttWDszPAbTA4vQ6/U4duwYgoKCjHpbcjWWrjasPj4++OSTTxATE4Nx48bh1KlT2Lt3bwdVIg+4S/pdvHgRy5cvx9q1a+3eeJD7Q6FQIC0tDWlpabRiz82bNxEaGmrX+Q8dOoTffvuNVQ8WMDCo2Ug9roS/vz8ee+wx7NmzBzt37kSfPn08xtJN4LkKHliEWCzGoUOH8M9//hM3b94EYAhj/f7773QBNxs0Gg22bt2KWbNmOWuorIiPj8eHH36INWvWICMjA0uWLMF7772HPn36uHRcnQGmRCK5XI4dO3bgmWeeweOPPw65XG4XkYgQhdhYsCKRCOHh4WYNhVarxa1btzr8NDY2Gh3z3nvvYeHChVAqlaznycvLQ2lpKcaPH4+RI0fitddew61bt2yaj5BoaGiAv7+/2XF74Bp4DKYHVjF79mw0NTUhLy8PGo0GixYtwjPPPEO3NiILJvlXrVZj8+bN2L9/Pz744AMAhsXLVenyu+++Gz/++COys7Px008/Yfz48S4ZBxM5OTlGsoH19fV47rnnMHDgQIwZMwbffvutC0fHjsWLF2PXrl3Yvn07HnzwQdqIEuYrUaThep3tYcGePn0agwcP7vAzefJk+ph9+/ZBJpNZvN5KpRJDhgzB9u3bsXPnTlRUVGDx4sW8xyMk1Go1Tp8+jaysLE8fSzeDh/TjASfMmDEDISEhuHjxIiQSCZYtW4bU1FSjY0gd3pYtW3D48GE8+eSTGDt2bIdzEXJIVxSGpigK3333Hd5//31IJBK69m7+/PmQyWR45513UFBQgDlz5uCzzz4zCoO7Gnl5eUhISDDb8JgLE9eZLNgZM2ZgzJgxmDFjBuf3nD9/Hk8++STOnj3r0jBoTU0Nfvvtt9uq+frtAI+H6QEnPPzww9i7dy+Cg4PxySefdDCWgMEAqlQqfPbZZxg1ahRGjBgBACgsLMT+/fvpUJdpA2YARovr7YxPP/0UW7ZsQWZmJv1aU1MTDh06RBvN9PR0TJw4ETt37nThSDsiJSXFrLEE2tV/pFIp5HI5XQ8qlUppQQWJROIUIYLGxkb8/vvvFmsj9Xo9Vq5cifLycvo1lUrFq1bUUQgODvYYSzeEx2B6YBUnTpygJdv69OmDHj16sApp63Q6/PDDD2hsbMSTTz5JU/XPnTuHV155BRs3bsQjjzyCyZMnY/v27XTNHvE6yCLFlGC73TB16lTs2rULaWlp9GtXrlyBl5cXoqOj6dfi4+NRVFTkiiEKCsLCZeZBnWGMzp8/j7CwMIsdPMRiMbKzs7Fq1So0NzejsrISq1atwkMPPeTw8XnQOeExmB5YRFZWFl599VWkpKRgypQpOH/+PBoaGow8BBLVr6qqwvHjxzFs2DCaPalWq3HlyhXo9XpU/v/27i2k6TeMA/iXWermCW06S7RUMCvoBHPTQOcyvFCTUJxIYNGFVCJYDQw6WAkxys6auygCKaUbSUzITgalKbhITSubK6lVanlCf255+F+M/fDnJv9Ztml7PjfKu9+2d7vw8f29z/s8fX04fvw44uPjUVJSAo1GA8C0Mrl48SKGhoZgNBrB4/EsXt983MHMaDSitrYWP3/+tMfXsGACAgIssobHxsYssk0XqvuFs/ry5cucGbYzK/acP38eBoMBMpkMycnJiIiIgFKptOdUyRJCx0rInCorK1FYWIisrCwcPHgQ/f392LVrF968eQOpVGpxZKS3txefPn2CQqFgx0ZGRtDS0oK4uDi2aom/vz8ePXrEVjPp6OiAWq3G5OQknj17htHRUezevRt79uzB1NQUp/mymaurK8rLyyEUChEVFeXw4yt/gs/nw2AwcMbGx8epNdofSEtLQ1pamtXHXr16xf4uEolQUlJir2mRJY5WmGROYrEYhYWFOHHiBDw9PREUFIQ1a9agoqICExMTbIAy/zQYDNDr9Zy2WX19fejq6kJ8fDw7Zt7L8vHxAQC8fPkSgCnRobS0FCkpKaioqMDdu3ehUqkQHx+Po0ePQqvVcuaXnJzMHjhfqsESAFavXo1fv35Br9ezYzqdjtOg2BkVFRVBpVJxxhoaGpCcnIzNmzcjKysLOp3O6nOnp6dRXFwMqVQKsViMoqKieVciImQ2CphkTuHh4cjMzGRvuS5fvhz5+fkQCARWA5S7uzsYhuHsxX3+/BmDg4OcIxR6vR49PT1sUtDjx4+xbds25OfnIzg4GAkJCRgeHoZarUZ4eDhOnjwJjUaDO3fuAADb5HjFihVssF3KCUOenp7Yvn07iouLwTAMWltbUVNTg5SUFEdPzSEGBgZQUFCA8vJyznh/fz9yc3Nx6NAhNDc3IyYmBrm5uVaPsdy+fRv19fWorq5GbW0tNBoNbt68aa+PQP5RFDDJnMxHA2YGx9jYWJw9e5aT5Wr+g8UwDEQiEQYHBwGYAtv79+8hFAqxcuVK9vqPHz/CaDRCIpEAMFVbkUgk7IrT3DLq1KlTyMzMhEwmw/r169HZ2Ynv37+z1WgMBgP8/Pzw4cMHh2c1/qkzZ85gYmICcXFxyMvLg1KpxKZNmxw9LYfIysqCi4sLEhMTOeN1dXVYt24d5HI5XF1dsX//fvT29qKtrc3iNe7du4fs7GwEBATA398fOTk5qKqqstdHIP8o2sMkc7IWhMxnLWcyB1SBQICQkBDodDoEBwdjZGQE9fX1nFqg4+Pj6OjoQEhICNzc3KDVasEwDCIjI9lGxFqtFlNTU2wjX8BU+EAoFHL29by9vTE6Omqx/7cUSCQS9gwmYGpKfPnyZQfOyH4mJiYwNjZmMc7j8eDp6Ylbt25BJBKhoKCA83h3dzenSbOLiwuCg4PR3d2NjRs3Wlw785Z2aGgodDrdkt7rJo5HAZPMy1zFBqamprBhwwYMDg6yt0y9vb1x5MgRTuAdGBjA06dP2dXTixcvIBKJ2KA6NjaG9vZ2hISEsIk+P378wNevXyEWi+Hl5cV5T61Wi9DQ0L/yWZ1Va2srDhw4gOfPnwMwHQvKyMjgZPLm5ORwzpLOR3NzM/bu3WsxHhQUhCdPnsx5FIRhGItScXw+32qJRoZhOPPl8/ls+zE3N7ffmjchFDDJgjAHxcTERLx+/RpyuRzLli1DVFQU5zofHx8oFAo2YN6/fx9CoRC+vr4AgOHhYXR2dnJWl2/fvoXBYEBYWBg7Zl6J+vn5QSAQ0MphAcyuQmTW2dmJ2NhYqNXqBXmfmJgYvHv3bt7P4/P5FkdtGIaxmk3s7u7OufPAMAxbF5eQ37W0N37IopOeno7JyUm2rujsZByBQICcnBxIpVIApr27Y8eOwdvbG4ApIaitrQ1isZh9TkdHBzw8PDi340ZGRtDU1LSoSsctddaqEAGLp6NHWFgYJyt2cnISPT09VrOJw8PDOdfqdDrOP1yE/A4KmGRBBQYGsge/Z1bvmWlmen9ERAS2bNnC3n6NjIzE6dOnIZPJ2GsaGxvB4/E4jXTb2trQ1dWFpKSkv/RJnI+1KkSAaYWp0Wggl8shk8mgUqnYKk32tGPHDrS3t6Ourg5GoxHXr19HYGCg1TKNO3fuxI0bN/Dt2zf09/dDrVYjNTXV7nMm/xYKmMTurGXYmnl4eCAjI4NTs3Tfvn1QKBSczg1VVVVYu3Yte1yFbsf+OWtViADA19cXcrkcNTU1KC8vR1NTE65cuWL3+fn7+6O0tBTXrl2DRCJBQ0MDrl69ys45KSkJ1dXVAEyZtnK5HOnp6UhKSsLWrVut7psSMh/UrYQsOv/XXb6xsRFKpRLnzp1DdHS0HWfmHJqampCXl8fJ4p3pwYMHuHDhAtvejRBnQStMsujMDpbmdlEA0NLSgsrKSqSmpiI6OtphPTadxdDQEFQqFacxs8FgoOQZ4pQoS5YseuZbuKOjo7h06RISEhKQkZHh4Fk5By8vLzx8+BDT09M4fPgw9Ho9ysrK6PsnTokCJlkyPDw8oFKpsGrVKnaM9i7/Lh6Ph7KyMhQVFUEqlcLd3R0KhQLZ2dmOnhohdkd7mIQQQogNaA+TEEIIsQEFTEIIIcQGFDAJIYQQG1DAJIQQQmxAAZMQQgixAQVMQgghxAYUMAkhhBAbUMAkhBBCbEABkxBCCLEBBUxCCCHEBv8Bl6QMqvZKYOcAAAAASUVORK5CYII=\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.mesh.region.mpl()" ] }, { "cell_type": "code", "execution_count": 86, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.mesh.region.mpl(figsize=(5, 5))" ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.mesh.region.mpl(figsize=(5, 5), color='#000')" ] }, { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.mesh.region.mpl(figsize=(5, 5), color='#000', multiplier=1e-6)" ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.mesh.region.mpl(figsize=(5, 5), color='#000', multiplier=1e-6, filename='region.pdf')" ] }, { "cell_type": "code", "execution_count": 90, "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "764d773d0ec1477a98bbf400d18a4670", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.mesh.region.k3d()" ] }, { "cell_type": "code", "execution_count": 91, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "92bce1a69a8249deb92c4f397ca6a412", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.mesh.region.k3d(color=0x4f5c6a)" ] }, { "cell_type": "code", "execution_count": 92, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "420c2ba11ed84132901644529fe3bc0f", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.mesh.region.k3d(color=0x4f5c6a, multiplier=1e-6)" ] }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b1bcfd4353e448fabfcf1131d2d0de41", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.mesh.region.k3d(color=0x4f5c6a, multiplier=1e-6, wireframe=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Mesh" ] }, { "cell_type": "code", "execution_count": 94, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl()" ] }, { "cell_type": "code", "execution_count": 95, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl(color=('C7', 'C2'))" ] }, { "cell_type": "code", "execution_count": 96, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl(figsize=(3, 3))" ] }, { "cell_type": "code", "execution_count": 97, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl(multiplier=1e-6)" ] }, { "cell_type": "code", "execution_count": 98, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl(multiplier=1e-6, linewidth=5)" ] }, { "cell_type": "code", "execution_count": 99, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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oOi5a0QCutAYMq+9amEXsQxgtd8k/qGAuYqyspVQUBQeOjeLR3cfQd3oaNp7FVy5rw81XLEO6oxrTseqSvZ+4DbVuQlUwF6heDnzRibOvP4I6aRASGPSWbsTK7behucRYZx6FiJcJcULt7zB2sot2zqjRYd0ML8BW1QxbVXP0Pn2T8Awei4qNhvoPI9R/eHZjzga+vD6q1IUrbwBrz27NaDwSlbuQsita7mIdVDAXIWSBIn+b3Rz9xOAkHnmpE5/3jIFhgCvOb8DXvrQU5UV2CIIwpyON3nM2C7IQA4gaaGyz2VDgcqn/b7fbU7oI5wuTo2dx7LlH0Dh1CHWMggFbC2quuhMbWlvT2p+smCeYCY8R57qncummmuzCMAz4kirY7YVqzSgAyH6vWuaitUbFM/FqRjVxURNrRok7Nt1tCbTcxTqoYC4yiOuVPH2aKQSnRr147JXjeP9weOrF+SuqcPvV7Wioyn3aPwD1MwPRTcq118Dv9wEAQmJ0Ioa2NysQXoCSuQjzhVAgiE9f+B0qB95AMxPEKFMKZsNNOHfTRRntV5EiDzBZzkRNZ1i3noce1lFgoGb0YwS7Plbfx9gLNCIa/psrq8u4ZtQMaLmLueT+G6VkBbNrKbX7mJgO4Ld7uvDaRwOQZAXtDSW4c9sKrGzOfTIFgcR3SJlMIkgCkiTJcyxh7VO53W43HGfLJrIs44t33wF74HdoxCRmIGCg6Vqs2XYDbEL680IJikJimPF/S9lOiko1rJs8+ABh8RAEIbVL10jN6MlOhE5+MbvxnJrRsGuXdSZ+eMzWNaPlLulDBXOBY8VcShLv9AVEPPt2D557pxf+oIQlFQW4Y9sKbFhRkVdPqYIgQJIkXa7gZEk/ZFEWBAE+nw+KomTc4NwKTh4/gTOvPoJ6sQ+SwqC35Dws334HmspKTTuGIlvvks2URJNdiJeB53nVpat3WLepNaPEpZtnNaOxuQ1A+OGD3EeL2RqlgrlAsbKWMiTKeO2jPvzmteOY8gZRUmjHXdeuwuXnLcmbEhFyQwMwFDM12ks2VZwttsG5nmSVdJkem8AXz+1Ew8THqGcUDPKNqPryndiwbJmpxwEAWXXJ5sf3rRdFUeJOdknm0tXVwSjjmtF6OGpawZbVgS1vAF9eB8Zmt+YiGICsG8TaDAQCi7rchQrmAkNvLWU6WbGyrOD9w6fx+KvHcfrsDBx2DrdduRzXbG6EQ8huCn4itAk9oVAINpvN4Pap52GmqsNMVjpBFhWjySrJEEMhHHj+KZR27UYzE8AYUwxp/Y0456JLLHOlKVlI+rGCRN9bKpeuIAjGs3QN1Yx2w3PqhPZEwZXURLlz86lmlKC33IXck/MdKpgLhHglImY+6X164ix27u5E98kp8ByD7Re34KtbWlHkMiZIQPqxmmTbaRN6yCSVdNAzDzMd4nXDAfQlqySLi3buex/yh0+iDuPww4b++quw9to/gM2eeZwy6eeRIsK+gGNbiSa7aEtdjLp0gcQ1o/zMGGYGjyM00qeKaWD8FALHPpg9vrNI0wIwLKTZqBnVc88mKncJBoMoLCy09PyyBRXMeY7VQtkzNIVHdx/DweOjAIBL19fh619ehrrKwjldXPSebzok2y5ZQk8qazD2WmW7cUGq+sNEcdGTXd0YevkhNAS7IStAX/F6LL32djRUVmTlvImFmevYW7ZJJ0tXl0uXF2CvaYVSsgT2yG9YUZQ4c0ZzUzOayUPuQnLRUsGcp2hrKEmZiJk/zDPjM3j81eN4++ApAMA5yypw59Ur0FzrzpsbgMQp9Sb06CEf5mEmG/zs83jw6e8ewpLRD9DAyBji6lB99Tdx8erVc+JLlp6jlLzTT762DrTqvNJ16Wq/63idfmLnjAIGakaLKqOSi3I1ZzRf1gszoII5DyG1lIqiqC4hs5jyBvG7N7uwe18/RElBa10x7rx6Oda0lZl2jEwhQinLc0s/jJK4NV5GuzWdUDCET19+FiVdu9HI+DGBQgTWfgXrt35ZLXFxuVyG+rJmhDI/k36yidFh3SSskNKlm1HNqGvOsG49NaP5+gCUbahgziNiaynNFEp/UMQL7/Xhmb09mAmIqCp14farl2PT6ipVRHINwzBq/VwoFLLkBiafVcqj3njHP/oIwfefQD3OIgAefbVXYM11N8PudKgLMslgjF2QtX1Z9cbY9KCWlSzgGKYVJItlO53OtMuTMq0ZZUtrATEIe/uFcG+6ce7+TepCNN+hgjkPsKKWkiBJMvZ8chJPvnYC49MBFLoEfOv6VfjyhnrwXH4shkQEyPQLK590rUr6SYcz/QMYeOlhNAbCEzd6XR1ou+5OnF9TnXCbRAtyvLhovE44eq+toroR8+M3opdMFn4rId8XadUIzHXpasuTdE120VkzGho6BunsIADAd+DluIKZCVQwKVnBylpKRVHw/men8NALRzA06oXdxuFrVyzDdRc3wZWiO3omjdqNjMbSZiRq+99aid6kHysXgZlpDz5/9nHUjb6PRkbGKbYWhZfdhg1r1qS9z2RxUa17UG/ZxGynn/klmPMJoy7d2BKlRJCaUa68DtL7Q5DGTqn/ZqtbHn8b6pIFQAUzL7FyLiUAHO0dxyMvd+JY/wRYlsFVFzbh5q1tKHFbW4pgBOJOJAk9VnUVmZMlq+m9mQirFg5JkvDZqy+hqPMFNDM+TKIAM6u2o2PrlZbUU6Yqm0g2r5KUlTAJzosusNZgxIOQzKUb6D4Az5uPQPaMgSutgWvjjZh++WdgnfHLP+j3GYYKZh5hdYnIwLAHj+7uxP4vRgAAm9bU4var2lFTlvuRRQQrMl+NkKt5mF0HDsL3zmOoU84gCA691ZdhzXW3wFHgyup56Gm6EP47XPfH8TxsNpspcdFskK8Lf6bnlcyDoO04JXkncHb3LzHTuQ9gORRs/Aqc510LafJM+Dxsjow+RzyoS5ZiKpkIpR4X59lJP37z2nG8+clJyAqwqqUMO7atwMqW8oyK/M2EFIJbmdCj+1wYJmvzMEeHhtD7wiNo8h1FEYA+50o0X3snNixZkp0T0EE8qyZIYm1M/NpDSu7RfheKIsP/+VvwvvMklOAMhCXtKLv6u7BXNYbLlaaHAQCc3ak+sGrJ1weNbEMFM4doR+5YUUvp8YXw9N5uvPheH4KijMbqQtyxbTnWLyvPm6c+bYceK4TSSMyUwLGM5Ram3zuDz557AkuG30UTI2GYqYLz4ttw/vp1qTfOByLXU1EAv9+vvhyboet2u3PejH4+YOX9KI4NwbPnIYSGOsEITri37IBjzRZIDIuZmRkAQMg7BQDg7C61TEn7vWVyfvmy1pgBFcwcQBIriOuLTAEwi2BIwkv7+vH7N7vh8YVQUezArVcux8Xn1EQ1R09HTMxCGytLNXIr27CsdWUlsizj8J5X4Pr8OTQzXkzBhdH2a9Dx5W3zqt9morISrVWjLXXJRTP6eOSzpWT6w6IkYubjFzDz4XOALEJoOw/uy+4A5547tUYOhOfASiyviqj2e2MYBk6n03CdrxU5GLmECmaWMXsupVb0JFnB2weH8MSrxzE66UeB04ZvXLsSV21sgMDnRzajoihqAk+u4pSpCLtkzV9Uez77DNN7H0OtfAohsOituAgd198Kpzs/BmwbYbasJPVv2EgzerPrRecLZotK6NRxTL/+IKSxIbAFJXBvuTOqW1AsSjDsJdBOSNF+b4IgwOv1Jq3zTdT/eCHN0qSCmSWsrKVUFAWfdI5g5+5O9J/2wMaz+Oplbbjh0ma4ncabo1sFSeiJN14pF5BB0LGlFIzJLtmx08Poev4RNM8chhtAv30ZGrbtwIbGhpTb5iukrCRR0+9UlpxVzejnM2ZYmHLAB+97v4X/szcAKHCs2YqCzTeBtSdPHlNC4Zg0IyRP+tGbpdvT04Pvfe97WLp0KVasWIFVq1ZhxYoVqK+v17X2jY6OYvv27fiXf/kXXH755Snfny2oYFqMlbWUAHCsfxwPvXAUn/eMgWGAKzY04JYrlqKsKPez9AjahJ50FzsyrNkMtK6mYDCoDsUlT8wcywIRMU1k6ej5HgM+Pz57/knUDL2FZkbEGZRD2Px1nHf+BlM+R04h18PkLlDpNqPXGxfNV5esGetCoOtjeN7cCdk7Dq50CQqvuBu2JfpmoSohYmGmlyUb65qtrq7G//zP/+DYsWPo6urCrl27cPToUciyjNdffx12e/L16d5778XExERa52IlVDAtwmqX0tCoF4+9cgz7Doez2zasrMbtVy9HfaX+MgSr4wvxEnpyHaeLLVshC7R2kWYYBZIUXgBiLR3S8D7ZdZNlGUfe3AP7Z8+giZmGBw6MtF2HtVdtB8fPnzhlMlQLMwuNC1I1XUhnVmU+ku65Sp5xePbuDPeMZXm4Nn4VrvOuAcPr9y7NCuZcIUv3IaO+vh51dXW4/vrr1fslEAikFMvHH38cTqcTtbW1ho9pNVQwTYb4/a1qOjA+HcCuPSfw6keDkGUF7Y2l+MY1K7C8sdjU46QiWcKQVijzJQ5lpGE7yzCQ5HAbvniWDs/zEARBtUC1i3TP4cMY37MTS6STEMGit+xCrLr+NrQUFVn9EbOKGsO0eA5jItJturCQUBQZ/sNvwvvub6EEfeCXtKNw613gy4yXJCnBiEvWgjpMLanEsqenBw8++CCefPJJ3HijuS36zIAKpkkQFxG5gc2OU874RTz7dg+ee6cXgZCEusoC3HH1CmxcXa0uCvlAstmUhGxnzfE8b6gPbaKyErJIcxwHURTVpuccx2Fy9CyO/P5BNEwewBIGGBDa0Hjd3biwqSlvvhtTiVzHRJ1+coGe5CIy1SXfkouMWnHi2BCm9/wa4tCxcKnI1rvgWH1p2ha/amHGiWFm6sbWe7+Loojvf//7uPfee1FSUpL28ayECmaGaGMp6Wa+JrPWQqKMVz8cwK43ujDlDaK00I5vbl+FLecuAcfmz3BWvR16spVmTqxcknkZb+hvIlgDST8Bnx+Hnt+F6sE30MSEMMqUgtt4Cy646OKoBJYFV4uoJG+Nly/EJqkUFBRgZmZmjjVqdOBzrlDEEGb2P4+Z/c8DsgRh6fnhUpGCzARGTfqJY2FmIphG7vWf/exnWLlyJS677LK0jpUNqGCmibaWksRTzLy5ZFnBe5+dxuOvHsPwmA9OO4/br1qOazY3wm4zxw1mRiKNNqEnHzJfgWgrNx1xZhkGopLc4pBlGUfe3gvuwO/QhCnMwI6B5uuwdtsN4G021QIlxNYizveY26xLNnEv2VxbbcnIt7ioHlEKDR0Ll4qMnwJbUAr35Ttgb11vyvGVYLgOM14MMxOM3H8vvvgiRkZG8OKLLwIAPB4P/vIv/xLf+9738N3vftfU80oXKphpYOVcSgD49MQodr58DN1DU+A5BtsvbsGNW1pR6JobxDcze9QIiqLAZrNlZeSWXuJZuXqSjGKt3rCFmfj9/V98gaEXf4U6sR+SwqCn9HysvO4ONJUlfspP5C6MjbkBuSnoN0wWk37MJJkwZdKM3sqHAznghffd38J/+E0ADBxrr0DBppvA2s3rAW2VhWmEl19+Oer/t27divvuu4+WlcxXEtVSZipaZMHuOjmJR3d34tDxswCAy9bX4ZYvLUNVqbWBeCNoXZ3x6rGsIpkrNxMrN94+WSb+PMypsXF0PvsIGiYPoI5RMMg3oerLd+KCZUsNHZNgpKA/2QKdE7f8PHHJZoreZvSZNl2IZ5ErioJg13549j4K2TsBrqwuXCpSm97vLRlKKADwQtzvM1su2fkAFUwdkBtAT0lBOgyPzeDRl7/AWweHAADr2itxx9XL0VyTXx1gtK5Os13Q6WBVH9rYGGYoGMSnLz6Nir7X0MwEcZYpBnP+13DOhZtMt+7jFYanWqBzsSgpi0Qw45GNpguSZxyeNx9GsPsAwPFwbboRrnOvAcNZs2QrIZ/p7lggM8Hcs2ePiWdiDlQwk2Ck6UA6P4wpbxC/e6MLuz/ohygpaK0rxp1XL8eatjLd+8g0iUbPtvFcnekKhVlJP3qycfUQ38KcbY33xXvvQtm/C40Yhw8C+huuxvlfvRW8jY8qObGSVAu0zWYDwzBwu93Zy/5MEcNcjGTSdIFYcXjLyrsAACAASURBVIoiw//ZG+FSkZAftrrlcG+9G3xpjaXnrgQDCUtKqIU5CxXMOBitpTT6Y/IHRbzwbh+efqsbvoCE6jJXuERkVaU6jzEbpDpvI7WL2SIb8zIZlkGZMoFPfv5DNIR6ICsMeovWoX37nWisKIdgF/IioUXr9QCAYDAYd4G2pLVchq3xFgvx4pvxmtEzDAPx7ElMvfT/EBw6Dsbugnvr3XCsviQrcWIl5AfrrIj7b/mewJVNqGBqsLqWUpJkvL5/EE/u6cLEdABFBQJuv2oFrtzYABs/dwZdriCLLpDY1ZntKQRkUWEYxlShjP1snolJbPTuxcaCz8GFFJzk6lF+xZ3YsGK5ace0kkTZn6aLaB7WYc4XYuOiihhE8OBuTO17GpAlOJdfiPIrvwlbYVlWPAaKokAJ+fPOJZuPUMFE/AHORrdPto2iKPjg82E89spxDI16Ybdx+NqXlmH7RU1w2vmct4sjaGOC+TJYWntO8RIwzEISJXz60jMo7X4Fm3k/RiU35HNvxNpLtsz7aQupSihIXNRQrWjkdTZHnX7SIR+t3uDJTnj2PAhp/DTYwvLwVJGWdQgACHg82WlGL4UARbHEJbvQWNSCqa2lJDMpzX4iOtIzhp0vd+LYwCRYlsHVFzbhpq1tKHELUe9L97j5FhM0i9h5mYqiqMJpBD0ZzMc++hDSvt+gHmMIgMfr8gV4aXIZHrpsa7qnn/ckK6GIrUOMK6KqS3ZhWRDZQvZ74X33N/B//hYABoXnbYNj41cAPtrKs7oZPaAd7UUFMxWLVjDNnksZy8DwNHbuPoaPvxgBAGxeU4vbrlyGmvK5zdFzNWSVHJc8LOR7nNLsa3S6tw89z/0KjYHjkBWg170GS6+7E8dfHERoYmLBDb9NBbHgkzVcIA8f5KrwkYQjuqDqQ1EUBE98hOm9O6HMTIErr0fhFd9EcWsH/H6/rodVs5suzLbFoy7ZVCw6wbS66cDohA+/ef0E9n5yErICrG4tx51XL8fS+vxqvk1ECUBWhTKZCGUryWhmehoHf/cw6kbeRyMjY4itRfHlt2PD6g4AAMueBBDutsRxC+uGN0qiOkRFDrsBeZsNLpdrXjQ5z7WwS9Nn4XnjYQR7DwEcj4JNN8F57tVgOD7jc8uk6YKYpGkB2U8657YQHzgXjWAmajpgFp6ZIH7zWideeq8PQVFGU00h7ty2AucsLcurH422yD8UCsFmS2/AtJkdhvQkGZmBJEk48OKzcH/xPJoYHybgRnDNV9Bx6eVRcWTiZZQVIFGELp++02wTdsmGRVGSJHi93jm1ouRPNjvi5CuKLMP/2evwvve7cKlI/Uq4t34DfInFpSI6m9GzfPi3bHMWwGazzUkuomUlsywKwQyFQrpqKdMhGJLw0vv9eGpvN7y+ECqKHbj1quW4eG0NOJ3xnWw8iVlV5J8J2RwDdmz/R/Ds3YlaZQRB8Oiv3Yr1N94Ou8Mxx5olpT2JGrDnw7XLOeQaRB6aYmtFnU5nVM2uujhr5ormy6QQKxFHBzD9+oMQh7vB2AtQ+KVvwb7y4jn3e7as33g1vcHJ8fB/8Pa4mdQA1BCJ0XOkgjkP0fMlJ5sYkog9+wfx898fhqIAdoHDVy5txU1b2+AQ8idzMDZ5Jl8Wp2wlGZ0ZHMTx3/8Sjb6jKADQ51qF9hu+iZa68MzAeA8rRDAlnRNLFiWRpJ9UWbLxklYSZX5aLaLZdMkqYhDeD5+F75OXAFmCvf1CuC+9Dawrv0IzwGwMU+YEBAIB9XXygMPzPGw2GxwOh6Fm9Lnqc20li0IwreLz7rPqg3YgKOHpt7rx8r4+tCwpQltdEdrqirG0vhjVZa6sNiQgEFHKt4QeIJL8YOE5+bxeHHxqJ2pPv4NGRsJpthrFl+/A5vWz0x3IYmC326OyDLnITR6vnywlglpWYnxB1Jv5aUnDhSwQHDgKz55fQ5ocDpeKXP4N2JvX5vq0EjLbeD066UdrYfp8kWkmeuOikUlB1MKch5j9ZEl+NOevqsXeg6fwlUtbUFVWgOMD4+ganERn3ziO9o6r73c5eLQuKcLS+mK01RWjrb4IlSXOqObtmfywYq3jbHTDMYo2dkpuMKPouUaSJOHQ7hfh/PxZNDJeTMGF8dVfwbort6lirXUFB4NBBAIBdcEOx3bC73M6nXA4+Lyej5gziIXJmWNBpMr8NKN8wmpkvwfed34D/5G3AYaBc91VKLjwq3GHMucTqcpKot6rIy763nvv4c///M+xbNkyrFq1CqtWrcLKlSuxfPlydSJPPPbv349/+7d/Q3d3N0pLS/Htb38bX//61zP7cCazKARTD3pdslqrjYylLCwQcM3mZshyI2RZhj8oomdoGl0nJ8N/BidxuHsMh7vH1P0UuWxoJQJaV4SVLZUodJo3m9LqOKVekY8XO82kD20yug4exMSeh1Ejn0YILPqrLsH6P/gG3MVF6k0e6wom+9SWVJBZjx7vDOy8a06qPvlDMnrzZcHOJkwWmq/Hy/xMVD6hR0StcskqioLA8Q/g2fsYFN8UuIqG8FSR6lZd2+c6e3e2rCS90V6xcdFzzz0XL730Ek6cOIGenh4cPHgQjz32GNxuNx599NG4+5icnMQf/dEf4b777sO1116Lo0eP4u6770ZjYyM2b96c4Sc0j0UhmGa4BeJZbQ57WDH9gegnLofAY2VzKVY2l6qvef0h9JycQtfJKZwYDAvpwWOjOHhsVH1PaaFddeW2RcS0OKbBQSLSTehJJ3arl2zFKUeHTuHYM79Ck/dz1ADodyxH6/V3Y1Njo+oWMmJ1Ew2Qpfh1icQNZXTBXlgk7/Rj1W8qVfmEtlY0G+5caWo0PFWk91OAs6Hgoq/Bue5Ky6aKWEEilyyQ/vfodruxbt06XHLJJbrePzQ0hMsuuwzbt28HAKxevRobN27EJ598QgUzH0lkMSWrDXTaw5fPF0jdrq3AYUNHWzk62srV16ZnguganETXySn0nJrG8YEJ7P9iBPsjzQ4AoKLEgaWqgBahta4Ybme4FIQsFAzD5FVCT7Zcwn6fDweeegw1Q3vRxIg4w1TCdcnt2HTBBep7iGAa6UHLRn4H8WKYJOkBmK1fjV2wF4WIqi7Z3Ce46R3OTRZ/QRBSJqykPKYsw3foVXj3PQWEArA1rEbh5d8AV1JleF85tzANuGSNYMRQWblyJX784x+r/z85OYn9+/fjhhtuMPWcMoUKZgL0uDdnBTO9HrSFLgHr2iuxrr0SgiAgGAxifMqPrqEpVUhPDE5i3+fD2Pf5sLpdTbkLy+pLsLShJGKRlsAu5D4bLZNBzkaQZRmfvv4KbAefQiPjgQcOnF3+FazbdoMafzTSgzZRlmyispLYbVIt2PE6r8x3EWXU5uv5mdQR7zux2WxqHFvvcO54iCP94VKRMz1gHG64t+yAfcXmeZvgQlyybJouWbOZnp7GPffcg9WrV2Pr1vxqT7koBNPID9lIET0pH/EHzWsIXlrkwPlFDpy/IvykqigKzk76VfHsjojp24eG8Pah8MBphgHqKt1orSuKWKNFaK4tgt1m7dM/ua7ZrPHsOXwYo6/+GkukIYhg0Ve+Gef8wTdQUFSovkfrCk6nBy2XoqxE78i3BS2ieWRhGiFedvZsstfc4dxRHgIxCO8HT8P3ycuAIsO+fBPcl9yacalIzi1MC1yyZFujDAwM4J577kFDQwP++7//O+/KUhaFYOol1pWWCq2FmSmJYokMw6CixImqsgJcsr5BtXiHx3xqUlH3yXCC0eAZD946EBZRlmXQWO1GW10xWiNx0aaaQth4Vtdx9ZwvkF6cMp1jjg+fwRfP/Br1kwexhAEG7EvReN3d2NzSor4nnoWbzk3LJHHJZsJCElEmRQxzPpFsODfJ0A30HcboS7+AODEMrqgShVu/AVtjR47O2FzywSULAJ9//jm+/e1v4/rrr8ff/u3f5p1YAlQwoxYsRVGiasNSQSw4f0C0rEg3nvXGMAxqyl2oKXfhorW1kRirgsHh6KSinlNT6D01jdf3h/fFcwyaagqjkopalhQjHU9Stuopg/4APnnmCVT270EjE8IIUwbhottw4abZRACzLdxZl2xGu9GFHhGNTWLJCxEldZgJLMxcW03xMHJO5DoHpsbheedxBI6+CzAMCs6/FsUX3QSbs8C0WtFcX6uwS5YBbHMTDLN1bqOjo/j2t7+Nu+++G9/97nctP166LArBTPSkoy0REUXR8FxKlmXgEDj4guZn4BltG8eyDOqq3KircuPS9Usi28kYHPGGXbknwzHR3lNhUcWHAwAAwcaipbZIrQ9tqytGbUVBwrZ+WiuOnJsVyLKMw2/uAfvJLjRgCl7YcWrZV7H+2q+Ci1wXM7oYxfttzPaSzc0iZlREyTbZXHgZtdPP/IzbpUJRFAQ634fnrceh+KfBVzbBfcXdsFU1I6QAoZkZAMlHbc2XhgtKKADGZgfDzH3gzyQua2TbXbt2YWxsDD//+c/x85//XH19x44d+Iu/+Iu0z8FsFoVgxhIvizPdH4bTzuvKkjWCWeUYHMeiqaYQTTWFuOL8egBASJTRPzytJhV1nZzC8cFJdPZPqNs5BE5145JuRbUVBXOsOEHQV/JilL6jX2B494OoEwcgKQz6yi7AmhvvwuqqSjUuaWUmrp6kn2yTTERJMovLFR4dp7d1WWboa403H5GmRjC95yGE+g8DvICCi28Jl4rE+axmDOfOuYUZ9MeNX6r/noVzu+eee3DPPfdYfpxMWRSCScTQiixOYmGa0a2HPKlaWY5h41lVCIHww0MgJKF7cAJdJycj7twpHO0dx5Ge2W5FBU5bJCN3tk50SWV6k04SMTF6Fkd+/yAaJg6gjlEwaGtG/TV3Y/OyZep7yEJkZSZusrKSfIKIqPY3E6+cAjBfRJkULtl8hCTzJEKRJfgOvgLvvt8DYhC2xo5wqUhxpaHjGBnOnSsPgRYl5E/YjSjVNVtsLArBBABBENQYZbwfZbqC57TzGJ8OpH5jEsgTabrxwEzjp3Ybh/bGErQ3lqiv+QIi+oe9YQu0fwwnBifx6Ymz+PTEWfU9xQWCWh9KOhaVFulLHNAuDqFgEJ88+1uU97yKJiaIs0wJ2AtuwcZLL4t6P2nBZSROmc73ms0YptnorUkEMhNRBqTTz8JwyYbO9MGz50GIZ3rBOArh3noX7Ms3mVYqou0kRdB6CFiWzbKHQHNuoQDYgpLUbzTIfC2zScaiEUyryh0cdg7+oJSW+05bwpJPswI5jkNxoYBVLjuWNxYDmxoAAB5fCN0np9R2f91DU/ikcwSfdM42WigrsmtcueFGC0UF0a5b7fdw+K29kD/8DeoxAR8EDDZfi3Ovvxk2jbuXuKjJomP1AsLpGO81nxYDS0RUUSArTF5mMhpBCQXg/eD38B14JVwqsuIiuC/5OlhnYeqNMz22xkMAQPUQaN256daK6j8HOWxhJnDJ0lmY0SwKwbTS1aHt9mO364vpxUvoIfVfuSRVswa304a1S8uxdmm4W5EgCBgZ88z2zD05he6Tk/jo6Bl8dPSMul1VqTNcIxrJzG1vLMNoXzcGX/gl6kO9kBUGfSXnYtVX78bSitlOSLFxynSHXRu+DjlO+skGmYooAwUyEv9ecx2Xi0fsOQX7DmP6jYcgT42ALapE4da7IDSuzsl5aV2zsWUusSJK1gpTRDQUyeFI4pJN53ucbw+VelkUgglYdwM7hVnB1OPUyFZ/Vb0Qdy4RI6OWeLFbwLnLK3Hu8tk4z9hUuNFC1+AkTpycRPfgJPYdHsa+w+FuRd8seANrhQHUM8AkW4KCjTfgwg2XqZ1GksWarfgeY/eZj0k/2SCRiGrrEYmIMlCgIPzglw23oZnIM1PwvP04Ap3vAwwL53nXoOCCG5ImvuSSeCIKzNaKZjKcW228bnINJkAtTEoc1AbsKbr9WJnVmcnTXCa9aBMlKpQVOVBW5MCGlbPdikYn/GpSUcWhF9Taz2J5Anj/IZza9zD48jrYa9tgr2kDV9UCW2UDGF6IOl42mC9JP9kgkcXDKDJkMAkt0XxEURTMHHkbU28+CsXvAV/VgsIr7gJf2ZTT80r3ITDZXNHY4dyxNbwEWRVM6pLVAxVMDelkqqXq9pOseXvssbMZD9KelzZbzwoYhkFlqROVpU5c2FGD908tA86eRfDiP0R1sQ2h090InelB8HQPvKOD8H62N7why8FWUQ9bTSuE6lY46paBL68H4tSLmclitTD1QlyyCpiowcJaSxQIT6yIrUfMlSUqTZ7B6N6d8Pd+CtjsKLjkVjjP+bKl48lyARFHvcO5/XJ43TLbJUuOu9BYNIJplUtW7ScbU4tppCdtNol1dxJXTnZPIvyzEwU3CjsuAHfOlnDziFAI4tgQQsPdCJ7uQfB0F0IjfQid6cMM3ghvy9lgq2yEUNMKW3ULhJpW8OV1cWvk0j49NYZp2i4XHIwiQ9HEMGMtUbfbDa/XO8edS2Jv2RJRRZbgO7Ab3g+eBsQghOa1cG/ZAa6owrJjGsXqeG+yWlFI4Yd4wVWEgoICQ+7cVFALkzIH1cKM1GJqhTIbGZ2APpdsovZxOQnOk1mBsgyGYWZb/rFs2KKsqIdr9aXh85NEiGdPIjjcDXG4B4FT3Qid6UXodNfsZ+PtsFU3wVbdGhbSmlbwpTVxO5fEwrIs7HZ71ELBUAszJXqTflIlsFgpoqHhHnhefxDiaD8YZxHKtt0Dvu38vHUZZxMiogHvFABAjHgLYodzA4Ddbjc8pm4hiiVABTOKzFyyoipKmcQDrSCfEo0YhgFDhDvgTzp2CwAYjoetqgm2qibw678cvnGDAYRG+hEc7kbodA+Cw90IDp1A8OQxeMl2glO1QF317WDKG8AVV0VdY57nVcHWuquckZgcy3Kq+4oSDXHJJiLRPZQNEVWCfnj3/R6+Q68AigLHqktQcPEtcJdVwe/3G/ugWSCXGcVKkEwqccRtuOB2u9XSl2TDuWPPn2bJznOs+vKISzYkzmYZ5ov71epBzkYfMMj5sFw4xiWlEMtEMLwNQm0bhNo29TU5FEDoTF/EnduN0OluBAeOIjhwBJ6PIts53BBqWmCvXQrHkqVQqloAV/Gc70ySw+clA3A4HHOyD4GF+wStl7CFaY4r36iIahNYYn97wd5Pw6Ui02fBFVfDvfUuCA0rTTnPhYiaJZsghglAV+Y0+W6OHTuGL774Au3t7Vi1atWCi2MuGsG0Ao7jUFgQ/qF5fIGctrfSkq1BzmmfT8QlK4eMnVuyp1bWZoe9rh32unb1NTkwg9CZPsgjvfCdPI7QcA8CvZ8h0PsZpsh2rmLwVc3hP9UtsFW3qHZTMBDETJwm28QydblcpsZ85hOxMUyzMSqioelxjO95GP4v3gNYDs7zr0PBBddHZVnnKzm1MJNkySY6r2TfzeTkJPbs2YOf/vSnGB8fx8qVK7Fq1SpcccUVuPDCCxOex5EjR/CP//iPOHHiBJqamvDDH/4Q69atM+ETRp+39nzTgQqmBr1uBK0A2CJXMDbpJx0ytVrSTTSyylpKFDdliWCmaWHqhbW7YG9YCaHtHBRFjh2cnkDgdLfGEu1BsPcQgr2H1O1WC8X4lrsIxT3DCBauAV/VDDjdqiCKoghBEBAIBOKm8GtdiQtVRFO5ZK0gUT1i4It3Mf3W41D8Hgi1S1F57T3gyhvmWKL58DCbbySrwzRyvch309HRgfvvv18tVTt69Cg+//xzDA0NJdw2EAiozddvvvlmPPPMM/je976H1157DQUFBel9MA2SJJnWGGbRCKYZFyueABCXbKYTSzK5kclnI+5XI4u0VQtIsrgpE3HJyqL+2aPpQh4gyHVhHAVwNK+Bo3mN+p7AxCiCZ3ogDvdCPNOD0OAJrBUGgJ4BTPbsBgCwRZWwVbeAr2qGUNsGvr4dsszMSeHXWqHxOrLMtyL/RJjpkk0XaWIY03t+jdDg0XCpyKW3w7n2CoQ4DlIwOMcSBcLdqfLte8iLGGYSl2w6MAyDkpISbNq0CZs2bUr63n379oFlWdx2220AgJtuugkPPfQQ9u7di2uuuSbtc5BlWTUihoeH8dFHH2FoaAiiKMLlcmHJkiVoaGhAbW0tSkr09dJdNIKph0S1kMnmLmrrMHMR6CbCBMDQ8GuziP28euKmbOShQ5asszBj53Yme4hgC4phbz4H9uZzAAAHPj6J3zx/AN+5yInlBRMIDfdAPNOLwPEPETj+IbwAxgFwpTXgq8IiaqtuBV/ZCAn2OcXk5JoYicXlOwwUKAl+61YLgCKJ8B14Gd4PngGkEITmc+C+fAe4wnBbxUQuQ5fLBUVRFtT3kClmWZjxttVLT08P2traol5raWlBd3d3WscGZtfyzs5O/PKXv0R3dzcEQcDMzAxCoRACgQA8Hg9KSkqwZs0a3HjjjVi/fj0cjuQPDotGMNP2WWuGTMcTALMsTKPECpMgCFl/Uo1uJ6c/bsryYQtTscDCjOcFMDq3k+VYTCouTJWtQMG54WHciqJAnh6FONwDaaQP4kgfgqe6EOh8P9xiLXxwcGV1qiXKV7WAr6iHBCFnpRVWwUKGkgMLM3S6G9N7HoQ0OgDGVQT3pd+BfdmGlPc3eZjV/jbTTSxaSKQTwzSbmZkZOJ3OqNccDkdGGc0Mw+D+++9HX18fmpubce6556K1tRVLlixRG2pMTEzgyJEj2Lt3L/7iL/4CF110Eb7//e+juro64X4XjWAaRW+GKbEw/cHsTFVP1CA9lze10T60RDDNtjDTLZ9J2Es2JkmAK6oM/1mxKfK06oU0cQZixJ0bOhO2RKWzg8CRtyM748CX14PXimh5HRSOTyii8drNGamBywYMkNUYphz0YWbfU/AdfA2AAsfqS1Fw0S1gHenHuNLNzl1IsWltWYmZGDFQnE7nHHH0+/3quLN0WbduHbZt25Yweai8vBxtbW3Yvn07ZmZm8Ktf/Qo7duzAww8/nFA0qWBqIE+hgiAknNgRi9022+nHyvZ2iRJocgnLsmn1oeVsEYtPMsfCNLt8hvSSlZI0LgjP52TBl9aAL60BlofjNIosQxo/FY6FDvdAHO6BONoPcaRPc8I8+IpGNSuXr2oBV1qrLuDaY5BQgHbocD5k5jKwNktWS6DnIDxvPAzZMwaupCZcKlK/wpJjJWt0bsW0kFwnIiUrK8mWS7a1tRU7d+6Meq2npwfXXXddWscmbNu2Tf3vUCiUdNqRy+XCn/zJn+C6665DeXl5wvctGsHU2wlH23lGDyzLwCFw8FloYeZT4wFgdvHQLt6GtlddssYszNgHEr0PEUYzJFMNkE62H4ZlwZfXgS+vg2PlxeH3SyKksZNqLFQc7oE40gdxuBvqc7XNDr6yCbaqFvDVYUuUK6mac6x4Iho+1/DJxlvsrYCFAsXinr6ydwKetx5D4PiHAMvBtWE7XBu2p10qkkl+QTZFNJsoIT/AMAA3V0yyJeabNm1CMBjEI488gq9//et45plnMDo6iosvvjjjfZN732azYWBgACMjI6rnwOFwwG63QxAElJWVAQCam5uT7m/RCGYiYhN6iBAYwWnnTYlhxi7sRiynbKTNm9WHlo3U4ihy+tfMyocIs+dhMhwPvrIpaiqGIgYhjg6G3blnesNieuo4xKFjs9sJztn60MjfbGHFnO+YuA2Jd0T7MKNdwM3EyrISRVHgP/IWvO/8BkpgBnzN0vBUkfL6jPdrJmaIaO4tzAAYmyOnjTgEQcD//d//4Qc/+AH+8z//E01NTfj5z3+esUsWmH1Ievrpp/HQQw+pLnee52Gz2cDzPARBwC9+8Qtd+1vUghkvoYdYLEZwCBx8EZesGT+8fGs8YLY7mCMWQhoxTCIKZnYviv082ZhWwvACbJG+t+p5hAIQR/oRGu4OW6JnehAaPIrQ4FH4yHYOdyQrN+zK5atbINuq5iS0kIeZRGOeMhVRFkrCpJ9MREAcPw3PngcROtkJxuaA+7I74Fi7VVdf4HzAqIjmOrSiBP0J45cMw6T9MGp0HVyxYgWeeOKJtI6VipmZGfzHf/wH1q9fj40bN8Lv98Pn88Hr9cLr9Rr6DhaNYGq/QLNjXk47j/HpQMb7AZCTOGUy69QKS44j3R4MWJjkIQKA6Q8Rc5J+mNzMw2RsdtiWLINtyTL1NTkwA/FMX5QlGuo/jFD/4dnzLSiBUN0CtrIZfHUzbFUtgKtoTl/QVCJqxL0eLisx77MrkoiZT17EzIfPApIIoXU93JfdCa6wzJT959KSSyaixLvldrtz0vRCCfkTJk6le81y/RAQy/T0NDweD/793/89ZdlIKhaNYAL6Z1MaxWHn4A9KGVkkJH6arRhUKqzsQ8sL+i1MrXUrSVJWXEfEwlTyYFoJa3dBaFgZ1Q9V9nnC4nmmJ1Lm0gt/9wGg+8DsdoXlYUtUExOFoyCuiMablZgqsSiZhWmU0KkTmN7za0hnB8G6iuHecgeEtvMXdL9ecp+TySA+ny9u0wurRVQJBcAUmj/qLJ96yNpsNlxyySXYs2dPRo0QgEUmmEYTevSinVhitxtLSNAKUyYuGjPdwVbP8eRtNohASgtTe20kSVKzcq2GU8tKLD9UWrBON4SmDghNHQDCMczQ9Bh8J4+HE4oilmiw62MEuz6e3a64So2FhhsuNAGCM+6sxFQt/1hGCSeLZIAc9MH73i74P90DQIGjYwsKLroZrD3zdmjzBa0VR65vqs5RZomoIsuAGIxbgxl7bkbJp4edsrIyfOlLX8L999+Pzs5OVFZWori4GMXFxSgoKEBVVRUaGhp07WtRCaZVMQOnMCuY+hosxY9TphM/NROtlavnJkxXpIlgMgkEM9cxXJL0k6ysJN/gCkpgb1kHe0u45kxRFMie8UiNaA9CkZgo6VYUhol0K2oGX90KW3Uz+IpGyDZ70pZ/6j3EcFGzRI0s3IHuA/C83pDEaAAAIABJREFU+Ui4VKS0NlwqUrfcrMsxh1wn16SLlSKarGkBkJno5YNgkvVpcHAQL774IgKBAF599VX4fD74/X5IkoSpqSls3LgRDz30EERRTLkGLyrB1EM62aYO+2wtZiqSWXC5nCFns9kgSVLK+ZRmoNZhKtGu51TJRdm6PnqSfvJhQUgGwzDgCsvAFZbB3nYegIiITo0gFOmZS6zRwPgpTbciFlx5XdgSJe7c8gZIgLpwhyIPMQrCC3VsMgv5nuLdR5J3Ap69OxE8sT9cKnLBDXCdfx0YPnGN3EImHSE3S0SVEOkjG91lJ+o989jCJL/DAwcO4NChQ/jJT36ChoYGhEIhiKKIUCiEmZkZFBUVAdBnsFDBNAHVJZukFjM2Fmd6LCKNpglaiyGbNZ6CXYAXACPPXi+ra02NLEzkZk+U9DMfLRUgIqLFVeCKq4D2CwAAiiJDmhiOiGdPWExH+iCNDkR3K6poUEtclOJIu0CEQxyxCzf5nbtcLlVERTEE76E9mHrrCSjBGfC1y1C49S7w5XXZvQgLlFQiShK+okRUDD/4LHSXrM/nw+rVq1M2gdfDohJMPV9iWhamkNzC1Jav5ENCT6wlRyzebMFHLExWFi0fcg2kFjitdQRkp6wkXwh3K6oFX1oLrNgMAFBkCdLY0Gx96JleiCP9EM/0AoffVLetlE7Ds3en2oCeK60F+XWzLAufzxe2dCZOY+r1BxEc/AKM3Ymyq76DgnO2QpaVrPXNzVeXrJXCkkpEFSb8YGpzuWG323PePcpsiAFx/vnn4+DBg/j1r3+Na665BjabTY3Nk2Q3vWvgohJMq0hkYWZDDIySD12DeCHsfmOU8PidXLX6Iw8O6pzOyBO40xGO7WR73mO+wBCLsqIBjlWXAAiXfYhnByGe6YVv4Bik4+9BUALwHXptdjubI9ytqKYVzrplEAsrETyxH779LwCyCKHtPLgvuwN8YRlCIXHe9M21mmx+Tq2IBqcnAAAya4Msy3OSvMj9YVREiTs+15As5A8//BBPPfUUAOC5555DaWkpCgoKUFxcDFEUccMNN2Djxo26Qj5UME1AmyVLXKPxGqSnwspetMnEO93YYLrbCYIAUWHBKmJORpIB0Q8OoVBIY12yUBRZ/e949XGLZSHXwnA8bFXNsFU1Q6xfB+n4exgUWrDmK3dEkooiDeiHjiE01ImZT15St2ULSuDecmdULDVe03M9fXMX2rXP6SzMSAwTvBDXte50OuNmSs8XS5RYja2trfjjP/5jyLKMU6dOYXJyEmNjYzh58iS6u7vVhgbkoSEZi0owjbhkjaC6ZIOSeuNn22pKdN65zjjVElUmAhaMkn33dCqrX5ZlKJHYaiAYgsfjiZpeoZ3cTjJEF/oIqFhIfarC8LDVtMFW0waSNqIE/ZDPDkI+24+JNx8FGBald/wLWHvyNmckjq6F3EukVjGeiOoNceSrSxbIXUxcCSaehUmuq3aKCHmgSSSiPp8vrXF6VnPBBRfgggsuSPk+PW7ZRSWYVkEszGBIUW/oXN+c+TTdJJ5oS+DAZVEwSQNmRVHiWthR58tExzBJhiF5Ak82jHi+zLPMBDmymMYbIM0IDtgbVoBv6cDUB88BHJ9SLBNBRFQrpMlE1Kq+uVaSS9el0UklyWKiHMfhsccewwMPPIC2tjZ0dHSgo6MDq1evRnt7e9JJIVp+9rOf4cknn4TH48HKlStx3333ob29PYNPGeatt97CwYMHwbIsSkpKUFhYiJKSEjgcDnR0dKCgQF/t76ISTCt+nBzHobAg/IPz+gIZLZJmlU3kQ5wSSC7aEliwMLawpXt9SMNlvddDb9JPomHENpsNDocjbWso31GvYar+rooMhjU3oSyeiOpp+ZfP5Nolm8nwaK2I7tixAzfffDNOnDiBEydO4OOPP8bDDz+M66+/Ht/97ndT7uupp57CM888g0ceeQS1tbV44IEH8Id/+Id4/fXX0wpVkfXi2Wefxf/+7/9CFEW1q5Lf74eiKJiamsIjjzyCDRs2hBtypDjOohJMPeiNI2qtJp4L/7DMmFiSKek0JrcidhrbpScWCRxYiy1M7RgyIw8PenrJxgp3srjcQrGGCLJ6zskfXhRZzkrTdCKOqVr+KYqyILNB0yWZSzZdnE4n1q1bh82bNxvednx8HPfcc4/adWfHjh34yU9+gtOnT2PJkiWG90dikg8++CDWr1+Pu+66C8XFxQgGg2rM1uPxYPXq1QD0tfOjgmmQeFbTbNKPpL4nm1jZmDzdc0kVM5UZDjbFmnPVZr8Gg0HDHZTIfZPOPMzY9+m1huZTMgWJ8aach6lIsxczy8QW6pPSAWJF5Mu1z23ST/aHR4uiiJmZmTmvsyyLb33rW1Gv7dmzByUlJaipqcnoPE6fPo17770XK1euTLFFahaVYGaa9JPI1UmSfkiWbLoYdTnGirfeOIEVGI2ZygwHTjF/cYr3HaW6rrH/ZuW0kmTWULLerfkkorIkh9uupxJM2XyXbCYoijInKzvX1z63MUzikjVXMJPx4Ycf4u67757zel1dHfbs2RP1vn/6p3/CP//zP6ft/SLbfetb38Jbb72FtWvXZpyQtKgEM11SZVYSC9OfpNOP2eRLnDLdc5HBgTMYw0yGmTWv2W5cEJtUBMRvdZYvSUWyTAQzhUtWkVOLapZIJABGrr1WSM289rnLkg1PWU3U6ccKNm/ejM7OzqTvefrpp/HDH/4Q9913H7Zv357xMTs7O/Hiiy9icHAQ7e3tKCsrQ1FRkdp8fe3atbr3RQUzCXrdi3bbbKcfK2spAWuaIaSbTKP9nEbPRWZ4cMhc6K3IBs7VPEwtsRmJsUlF2mJ/Qrbce6RONZEYquchyzlzyWZComxQUlqkzYq2SkSzwWwv2ey5ZFPx05/+FA8//DB+9rOfZdTKTpvAwzAMtmzZgt7eXnz22WcIBAIIBAJqLPPw4cMp9jbLohJMIy5Z4t7UswizLAOHwCXtJZsp+VQmoj0XksRiFJnhwDOy2o3DyLEJVlnZxMLMp2klyZKKSEJRQUFBVpKKFIkIZor7SZGAPHLJZkK85LVEImrEC5APjQvMdsmmK5i/+93v8NBDD+Hxxx9HW1tbWvsgELEURRF/9Vd/pb5Okn1CoRACgYDhYROLSjCB5D+ETBqkO+28JVmy2g4o+eh+TTduqrAcIAFSpEWa7u0UxfKWg7MDpE3ftamQpCKSzBIKhaIycxOVWGT6G5JJ0/wk7lZFUYAcTt+JxQphivcAk8gLkI+dopSgD2A5MJx5MpDJZ3vggQfg9Xpx0003Rb2+a9cuQwI6MTGB+++/Hz/60Y/A8zyqq6tTbkPi26linItOMBOhbZBOFiAjOO0cZvyiqSOo8qkXrdnnojARazkYhODQF0Mh19Xq/rNkHmYuXbLpkigzN7bEIpPEFkVPHSZ52sgjC9NqodLT8o9YPuT65zrpJ547FoA6Hiwd0v1Mu3fvTmu7WFwuFxobG3HHHXfg0ksvxdVXX43W1ta4752amsL09DTefvttvPHGG/jFL36RdN+LXjDjCUE60zscAo+zkwFTz8loO7t0Jq1ot4sHWWzJE5hZi44SWUhDOj8feaABYHn/2YUwD1NLPEGM1+5Pb0xOj4UJPe9ZBCRr+Ud+z1pXejabLSghf8IazEwscitzOPQgCALuvvtuNDY24pVXXsErr7yCpqYmtLe3o6qqCi5XuPPUqVOn0NXVhf3796OxsRE//OEPU+570Qkm+SGk2yA9EQ47h0BIgiQraV/UbFlQeuF5PmohNROFDV8lMYVgxj7QZKNPpZ6kn1x/N5mSKDtUT0xOkSKfPVnST+T3wuRJ0k8+9ZLViqggCPB4PDlpcqGE/GBdxabuE8iPh0mXy4Xt27ejo6MD7733Hj744AO8+uqrCIVC8Pl8CAaDcLvdWL9+PX7yk59g1apVuva76AQTQMqEnnQsNbW0JCDCYTe+qBMLitxMuby5tSKVKiierlVLXHViKL5g5jLJaTHNw9SSKiZH2v3xXCT7kE28MCqqhZk/Ltl8Jp2Wf5mKqBIMgCk238LMB8EktLS0oKWlBbfeeisGBwcxOTkJAKisrIxqiKA3lLboBJPEKc22mJzC7IivEgPbxVpQmTYfyNSVkq3JJsTClOIcx+zsV6OlPrMxzIwPPa9JFJMTSakLy8Htds+xhACNYOaJhZmPpLpXEzW5SNU3V889o0giIItJY5gLQTAVRVHv/8bGxoT/pvecF51gKopiSaap0z5bi6mHROKUtsWG9N2E5MeS1bFkLLEeZ6+X3sQiq91r+VhWki8oigJRCn9nsgJ1/FnsIi4Gw/cDy/Hqop5L8sklmwl6++amavmntsXLYtOCXKAdZq39/snrRsV90QmmHtIRLQfpJ5uiFjOf6imBWZEi55MtSCq7JIYMXRMrrpc2c5F89wyz+FyyelGzZDXXTbuIC4IAOVLjx3IcHA5H3rf7ywVmiXiypK5EPYuDnvADqdlJP+mIkJUQA0k7xzYTFp1gWvVlqkOkk1iY+dTOLtbCzfrQV1L7JYmw2Ww5uyYksYncVMS9yLIMqFzGR03oSZIBSyaaSLKiNtvO53Z/C41kLf84joMt8tXZXG51ELpWeBeCRU4eftOpekjEohNMPaRTS+lMYmEaqWHMpI5Tz7ZmW7hpz6jkwrFaMRTKSY2p9jshHT/I0zHHceAin8ntdud8okW+oaQoGWHC5nn4fzR1mEba/Zld6J9PVg8h26Kkvf6hqXEAgMzawiMKYx5igPDDpNGHmHy5zqQ13m9/+1s4nU5cd911Ua8DwAcffIC6ujrU19fr3i8VTJOYHfElatx6jCU1jOmSDxYuEWzikhWD5tSuGj0+Gf1FXiOQbEWGYRASZTVGF+veAqA+mS82y0hP4wIiqsnKSvQU+mut/kxrFBfTd5QK0hYPvF1tFUfgOA5OpzOtln/5JpivvfYa9u7di8nJSdx+++3q+sfzPP7u7/4O3/nOd3DbbbdFCWkyFp1gWvWFkqQf0h6PWHG5LhEB9Fm4mSQb6UUr2LMxzOwN3TbywMCygBKJYcZzb5Fic7KokPeRhWU+DobWy6xg6ikrMZYlm6zQn+M42O12S9r95YKc9pENJk76IVa93x95j8YTkEhEs5n/YISxsTFs2LABjz32GMbGxvCnf/qn6tosCIKutnlaFp1g6iGdiSOOSFlJICRH/ZiycexE5EuCUTzBZviwS1ZOUIdpJiSLM9EDQ7yHKJZhUrbG017TZJbRfF7U46GrKYGJrfHMaPe3EGJyZpJsePSc9ybwBGjd6ffffz9ef/11rFq1CmvXrkVHRwc6OjpQWVlp+Nx27dqFH//4x/jggw8Mb6s9PwAYGRnBD37wA/j9fvzoRz9CIBDAn/3Zn6kNI4qKiqLenwoqmCbhcoQFwB/IXYNlrdjmk/sVmCvYZLCwnIaFqXfx0x7faJE3xzKGykriWUaJaubme6ZoqvFeANTWeMkSgzLBaLu/8Lnkl2jmdlJJYgtTz3nFiuhf//VfY8eOHejs7MSxY8ewc+dOHD58GPfeey+uv/563ec1MDCAf/3Xf804UYcIYDAYhMPhwJYtW6AoCn70ox/B7/fjb/7mbxAKhVBYWBj1/lQsOsE02yVLFuUCVzjLdMaf2ybpDMNAEISsNWxPZBGnEmw20qBBFo25cvQuMMSqJS5xIpx698myTMZlJclq5uZzpihxVaeKTwLIauOCZO3+GIaB0+mcl9fbClKN9jIKwzCorq5GfX09rr322vAxDCYESpKE73//+7jllluwa9cuw+cQj7GxMbV37LZt2+B0OvEP//APYBgGU1NTKCkx0mZmEQqmHnS3SdKIQmSGNHyBzGNX6fxgSbo+YHyYM2BeDJOcRyrBZiNZsrJkbuwjXkOItK6nDpdsOsQu6okyRbPdiNsISgrrkWGYcCcZIOfTSsj1EwQBXq83r653fsQw47tkrchMFkVRLTHSwrIs3G43HnjgASxbtgyXXnppxoJJHuIvueQSNU4pSRK2bNmC//qv/8Lf//3fA4DqktXLohNMMyzMeDE5pzCb9JNpaYgRtG5HMhsxFxiNlxILU11Ys3z8VLDsbGWElSTLFNU24s6nJBfVJfv/s/fl4VGU2fpvdXX1knRWyL6SBZIgOwriAiq4oaCjeJXxegcVicuMv7l3HObOXJerjjPeq6PjjBuIVxwdcQdEUUTcUZBNlkAgJGSDACEbSXqtqt8f3V+lulJdXdVdvWDyPk+ePOl0V39fLd/5zjnveY+S96imBVgMoPZ8R1r4PNYYyGGGFpINBVu3bsWiRYsGvZ6Xl4dnnnkGa9euxTvvvIO9e/fq9p1PP/204GGS63r22WfjlVdeweeffw6r1arpeEPOYKpBIIOnpLVKlH4cQZR+9ITYcMeytx5FUZrFBww+48brwJKVngc9QFHacph6QivJhYj2Rw0qhAuIUY2XbiVK0CJ8rmc9LhHMiAWUQrLhQGkNmjFjBmprawe97nA4cP311+PRRx9FYmKiruORHo+MLy8vDzfffLPm4w1Jg6l1B6XGezEz/mUlkUQ0RdLVjAPQHgamGW/Olw8jJEsMdSTOg8HgrcMMhGiU4YghR3KRKueQ3LXeRf9SqGLJxlm3Eq2bSaX880+BxDVA+pHPYUZzA7Z37140NzdjyZIlALyhU7vdjqlTp2Lt2rXIzc2N2liCYUgaTC1QyzY1GChYTDQcLjas0hClcG4ky0S0hJH1CAMbRNJ4oSDSLOBI5TD1BFmoycLt8XiERT2ioUVBxUfhflHznihCT81WObm5UEhccZHD1DEkG2oqaurUqfjxxx+Fv7ds2YJf/epXYZWVRApD0mCqvSG0sk2tZmPEPEw1BiKc3Gmo4wj1+2hj6DlMNaQiLZCbA22gopLD1BPB8nN6hRaFcKuC96jmPT8FxFLuLxxEKiSrVw15vGJIGkwlhBNmtJpp9Du8BkAvw6WWdRpp6D0OIxF759QZTLFXGw0mox5lJfEApXyo2IhKWaLKHWOUQ7L+LNnYL6DR9OS0yP2R95PPRBO82wHQjFAPLUY4uVU91r1p06bFpXcJDBtMAdJwZyiNnC0mI051O3WjZMeDSk+kxkE8TDUhWT9JvRAeyFA8bwOFuA/JhgqlekVVUn+kDlOJAatG3GCIIJDcH6kLjYXcH+9y6N7aKxoRrlhjSBpM6UWVC3eG1hOThtPNguX4sE9stFteyeVdIxkGpk0mb/ssBQ9TjtwUrbKZn4qHqRZaRNApymcw6eBlJXIezDAGcqoul0t4trTK/YX1/W6nKlk8LYi3XpiRwJA0mARa2m6pAelY4nR5YDFr7y8pbub8Uwq/ysHIMHADsgYzHrzrM4H0E0koSf3Bd15MZgsSEhJkF3SeD018PRKIN0m8QNAq9xdOpxze7YDBli77vzPlfMUCQ9JgknIEIPCCHIqHafUJsPc7PEhJUj8eqSfFMEzMbtpg50UvGE0muAFQnH/uRixpF0uKvuEMI/1E414RQoY+OUOPxwOHwzFoQed5HrTPUFIxEtI4E6DmGVcTPtcq98fzfERCssMe5k8YkcgRkBZfDpVMWRL2oigq5v0yyTiiZaiMjPfWo3weZixrSw0GAywWi9+OPVgOM57yNVEfh1AyYpBd0BMSEsD7rqvJYkViYmJcS/2daQjWOSSo3B/rBnhO95DsUMCQNZiRMApE7ceuQu1HHA6Whr7CgVbPWGyogMicFzkwvoea4llvQ2mVm4ZItj8T79gFg04ZBqTghuFDcNIP8UJdLjf6+/tjKvUXLxsbKfSKImmV+3OdDtypJJxxxet51hND0mCqubCheBAWU3C1HzWeVDRUZKTGAhhoeh0NGH2hXwPPyubLIg3phkXsIVEUBcpnFGgjA4uZGdTbciiDbCAMCqQfXuSFhtLPUu8uIkMtJ6ck90d5vDWYpgSbkIMW1+QOG8zAGJIGM1KwKujJxgORhUCO/RrNm52iKFiI6DHniaoBIteB53lhwyKugyM7cXI2+vv74XHTsgu82WyO2AIf1+BUiBIEkcYLJvUnzc3FS8H/mQxB7q+vBwDgoYxCDlpckwtAuLfPJLm/aGDYYAZAKKE/YjDFHUtIL8ZYN3MG4kMEQXwu3LwBBj56xlJ6HXieF34TI0oWZLJ/8LAsTAw9aOGwWq1CXaiq2sWfEngVZSWCuIG2foiBVHPCkfobZn36Y0Dlxyybg7bZbOA4TrPc37CH+RNFpC4sIf2QkCx52EMhsoTTHky6QKjxbiNNYpEz1izoqBhMsvERe5XEUJJ5D6rNFYzBQCcQ8fvJMc6ktly6QYWHKYRkw5DGi5bUXywQFzqyCsLrbrdbtdxfU1MTLBYLRo4cGb1JxAhD0mBGChbTQEiW3GShhF/1fJBi7d0qGetIG0zxdwMQdsbEWCrR4A0+z4iiBqQSxeFrsTKL9/3KubpQZejiEySHGbhJAGkyrbc0XijneCh4Plow0AtTHUs2mNzfW2+9hdWrV8Nms2HcuHHCz9SpU1XzIj799FM8+eSTOH78OMrLy/Hwww+joqJC++QijNhXFccpQiL9+DxMl3tAHzJWiyFRaAH81UQigUDnymg0gmEYIcwmPRcsDKARGYNJFk9xiE9qLJXQ0eMNW+0+3I7efu/nSfmJ1WqFy+XyW6iJ9yn1cki4y+FwoL+/H729vXC5XOB5HgzDICEhAYmJibBYLIJXGvdQo+KjomemfsMJfI5JuNxoNMJqtcbNOY6phykKyUqhdlxk4+JyufCrX/0KGzduxPPPP4/Zs2fjxIkTeOaZZ7Br1y5V46mpqcHvf/97PProo9i+fTtmz56Ne++9V9ukooQh6WFGYsdJ0zSSbV4iS59dHz3ZUEHycTFTyVFZU8lS2j3MYMZOjtRDjCTpnUl+5M5Nb78br31yEIdbvcSIv77l7f6eOzIBY4rSUZafgpJcGwqzbDDSBiHcK853S48v9UyVwoxiXdG4DTPywctKQK5rjKTxxOdY7HXKSf39pMLlKsC77AD07YVpMBhQXFyMiooKzJs3T9NnV61ahQULFmDq1KkAgEWLFmHGjBngOC7uup8MSYMJ6LfDEy/QjO/a2p3heU2h1hqS8Ku08W20oJUJzIGGTyBPFyiReux2uxBCIt4n6cpAFsyvdx3FyvW16OlzoyAzEdPGZoHjgcOtPTjU3IXPt7fg8+0tAADGaEBpXjLK8lNQnp+CsoIUjEg2C0ZRakCJByr+Ie8NFmY0mUya1VwiCd4XkqUChGQBDIgbxIE0HkEgqb9YNISOCw8zisIFHo8H/f39g143GAyoqanBrFmzcMstt6C2thZVVVV44IEH4s5YAkPYYAaDmrCddIG2mLwXWMySjQbEHl2smJnEGGlhh3IUDVoHUQA5QpGU1ENekytlONHpwLI1+7Dr4EmYGANuubICc2cUgTF65cfcbjdcLjeOtvfhUEs3DjV3o66lG7VNXTjQ2CUcKy3J7DWgBSkoz09GSV4KLCZa9sEXjw/AICOqJInGMAwsFovgIUkNdKRBkbytin6Y8dLeSw5CmYXMRiWUhtBnCoQcpo4eJvlsIGzduhWLFi0a9HpeXh5omsaqVavw/PPPY8yYMXjmmWdw5513Yt26dVGtDVeD+BrNGYJAou0WhTrMSEDOo4t2fsZgMAgPmVYmMEfRYeUw5eYvziUG07b0sBzWfH0E73x+GC43hwllI7B4XiVyM5P9HlRvqJRCUY4RBVlJuGhyHgCvBGL90R4cau7GoZYe1LV04Yf9J/DD/hO+8QGFWTaUF6QInmjuyEQYDNQgAyfOeUpDueSaBgrlmkwmMAwDk8kUHQ9JKCsJXocZL91K1BqBYBuVoLJzKhFbDzOw0k+kWnvNmDEDtbW1sv+bO3cu5syZg3HjxgEA7r33Xrzyyiuor6/H6NGjNY8lkhiyBjOUGyNYbs7MBFf6UYNQvFvxZ6PlbYhDwKEszBxo0AhtQZcTaddC6qlr6caLq2vQdLwXyYkMqq+pwoxx2UJ+y+VyCQsh8eDIfMn3GI1GnFVqQtWodOH7T/U4BQ/0UHM36o/2oLGtFxt/aAUAJFiMKM1LFsK45fkpSE40BcyFKnmhJJRrNBqFkK6Sh6Rb8T8/wAyWg5clG38h2VChRnbuTCof4l2RCcmGuu6MGjXKbz0Vb3zjDUPWYGqB2tycwUDBYqKFkGwkDFekRcrVbCSkHnaoYRPeYATN8fB4WBiN6jwR4jVSFOUXfiW/g3mVdqcHqzbW4ZMtzeB54KIpubj50tFISbIIrFqHw+H3GWnoTpynJLkvEh7NSjciI9WKc8/KAuD1Ypvaev1CuXsOd2DP4Q7h+FlpVsF4lhekoDg7CUajfJg1kBEVe6ViDylY8X9Ii7sKaTyxQHusobc3p5RzViv1Fx8epr4h2VBx7bXXYunSpZg3bx4qKyvx9NNPo7i4OO68S2AIG0y1+UWt7aasZmNEQrLRkNYLdky9x8D7cmAetwtGozXo+8Uensfj8fMoyfiU8MP+E/i/dQdwqseJ3JEJWDyvEmNLRggLnNryG7m6NCmBhBCKjCyLsoJUlOQl47JpBQC8TNy61gEDeqilG9/ubsO3u9u886QpjModIBSVF6QgI9UiGD8xGIYBTdNwOp2DduViQ640Vs06rr7/GZTCrT6WbDTKStQg0kZAq9RfLGtDIxWSDdVBuOSSS3D//fdj6dKlaGtrw9ixY/Hss8/GZf3skDWYwUAuvtiTUQOrmUa/Q9+QbKzFByI1Bs7gM75O54C2rAykpB6Sq5OSegKho8eBl9fV4of9J0DTFK6/qATXXDgKVos39+cl9YTnrSstmGIvlOM4pBqNmJRowsRyrzIKz/M4dqrfz4DWt3pzo+t9x0pJNKEsPxnlBakoy0/G6MJ0pCYn+PWkFI9F/DsQoUjsIQXTcfXP0/kWVAUnvIA9AAAgAElEQVRjOCC+Hh85zFhASeqPdOgh97UWqb9wIYRkA3QrCcVgBovsBMP8+fMxf/78kD8fLQwbTAnEXhTZnWuBxWTEqW6nLizZUMKverNz1ejPhvydgocpX1oSiNQDwC+0GAgcx+PTH1rwxqeHYHeyqChKxeJ5lSjIShJEHRwOR8S8D7ncl3TBJMarIMuIvAwbZk7KBQA4XSwajvWIQrk92F7bju217b5jAfkZNpQVePOh5fkpyM+0+RGKtORD5RZ3YkSloVzSyUUxJBtnLNl4yIfJeftutzvqUn+82wEwZlnvP17OVbxiyBrMQMo0Yi+KhNa03EAWMw2nmwXL8SGfXDI2mqZjJj4QlRAw7T0+6xpsMJVIPQ6HQyC1mEwm4XXxT1PbaSxbux+HmruRaDHijvmVuGhyHsxmE4xGox+pJ1pQCo8OJhRxqBo1AhVFacJ7u/vcaDjWh/1HTuFgYycOt3aj+UQvPt9+FIC3vZxQG+rLiaYmmYXvEUNtbagYxNhTPmNosw20hxKHcimKiqrSz5kIslkKVoMbCTlF3u1Q7IUZKuIxhKo3hqzBFCNQmUgoN+VAiy8PzCZG8+fJwgnAj9oeDYgXTC1525Dh8zDdonNOUZSgyBOI1MPz/KD+lcTw8BSNtz+vx/tf1IHleMwYl41fXDkGackWIZRrt9sjNyeNUEsoAgCLxYK0JDMmlqUCAFiWQ/OJPiGMW9fcjX0NndjX0CkcPyPVIhjQsvwUjMpJgokJrzaUhFsdTiecTqfgMZOSC57nITQpiQMP80yDUmmLHp1xeLcTBiZwCiTUkOxQwJA2mJHwoqw+AXa7w4PUJPU3kTT8SkKGWhFuSDaSDNxBoL0bClbUwDqQUg8Q+KEkntvOgyfw0tr9ON5hR0aqBXdccxamVmYJ+T2yEJHFPx4h9ULFerwABNUfsliW5BlRnJOE2WfnAwD6HW7U+fKfpLTlu73H8d3e4wAAmqZQlJ0khHHLC1KQlW6VJRQFqg2lhLISWjbsnJiYKNRhJtqSYUhIiGnJRTwu5lojV0ri51rZz7zLAYM1WZdxiT83FDBkDSbxZJS8qFCMD2nx5VBZixmN0KcaEGMVaiF2SPARQliPByaTKahSTyD09Lnw6vqD+PrHY6Ao4KrzirDg4lIkWk2Cp0xqFKW0f/FPPOVuKIpSzLMGIhQZjUZMKDNhfOkIAN57+ESn3Y9Q1HDsNOpbe/DJlmYAQFICg7L8lAFSUV4yEq0DzYSluVCSw6TogbCiOJQLACzrvf/77HYwRmvMO7bE07XVA4FC5sGk/liW9UrjBajBHCqGL1QMWYMJICJeFFH7sasoLdFashIJiMPRoRqNkCnlvhwmz3pCUurheR5f7TqGf3x8EKf73SjJTcLi+VUozUsRPDGxsVFTCiJWyIklI5mwdwNpAmshFOVmGJE9IhHnT8gBALjcLI60nUZdi1cjt66lBzsPtmPnwXbheLkjE1FeMFDaUphlA03E5n0eJlEYEm9uiKfDsSTEHFzmTy/1nDMJkSDXqJH6491OtIMHbbYKZD7pOIY9zMAYsgYzUhfYYgqu9qOG/Up27ZHaGct19SDKMNEATdOgfCFZp8PuZyjVeJXHTvXhpbUHsLe+A2YTjVuuGI3LpxXAbDYFNTYEUqOoJEgQDS+UoiiYzWbwPK+ZvauVUFRRxGB0QSpwbiEAoLvXJYRwD7V043BrN77c2Ycvdx4DAJgYA0pyfQpFHl+7M1+om2yWGIaB0WiEw+EQvFDedw+LDSqgrJ6jd8eWobKYy0G6WeH6uwEABsYiu1kZDskqY8gaTDUIxXMipB85gxlv4ddYeLZiUo8QknW7hAc7qP6rh8MH3zbi3S/q4fZwmDx6JG69ugJZ6YkCYzbUUhEtggR6U/6JsdGTvatFoSg9hcbUJDOmVGT4Psuj9aRXbJ4Y0tqmLrhbD+CipFaAAjpX3gdzXjnMueVIKKgAn1kMOylL8Z1/I2OGwbc5JGMCAsv8RapjS7yFZGNVvsG7vKIFvNEkkN/EmxXAy37WKvU3bDCHERKsEgF28mDEQ/hVTU1lJEEMtbBZEEg/LsFYKqG2qQvL1tSg5UQfUm0m/GJuBaaPzYTJFLlSES2CBKGEtQlpIxrsXS0bApZlUZSTjIIsGy6ekgd7Xz92vrkMJd3bwfFALxKQTAHOum1w1m1DDwBQBhhHFoDJKQXb4wvvUgPfI/4N6NuxJZqF/2cy5GTxxJsVhmHQ29urWepvqGDIGkw1O6JwSD9iPVkizqzFSOkZko21ZytnqDmOE7pdGABYrVa/Xa14jP0ON/75aR02/tACngdmn52HhXPKkWyzCN5qNEtFlMKJUi9UaREnsnZutztmC72aDUHN99/BsWk5StCDU0iF5eLbMXryJG/ou+sE+poOwN1WB/exw3CfOALPyUbhWCeW3wtTThmY7FKYckrBZJfCYE0CIF8bSn6LDan4vcHOvRzRJR6L8WPmYboDq/yIx6R0X4jVoP7yl7+A53mcddZZmDJlCjIyMjSP6bnnnsMbb7wBu92OCRMm4KGHHkJBQUEIs4s8hqzBBCJz01pMAx4m2SmfKeHXUMk7gTYWgZR6iEcGnzSey+GA0+kcRFphWRabdx/FS2tr0HnaifyMRCyeX4nK4nTN+q+RhFKRv9FoHCSuwPO8YOilQu/xAGJsHH392PX2ChR2bIUZFJoyZmDazdWwJCQI76Ns6UiomA5+zDQAXgKX52QTutY/D7arDQZrMlyNe+Bq3IM+3/Hp1Cww2aVgcspgyi6FMaMQFG0MyQtVCuWKO7ZYLBY/IxpvBjRa4FyBhdeDQU4N6txzz8X333+PN998Ew888AASEhIwfvx4/OEPf0BWVlbQY27atAmrV6/Gu+++i7S0NDz22GP4wx/+gFdffVXz+KKBIW0wIwGLz8N0uXkhXBTth1McAo5aTaUEatpvUT5jynrcg8KF7d0OvLzuALYfOAnGaMDPL6/AtTNLYaQpYQMQj8aGIBChiHig5DViOONtET+0fRvcX/0fitGDU1QqLBfdimmTJsNsNoNlWaFMR0oo4jgj6NwyGBJTwHa1IWPR/4J39MLdVg/XsTq42w7D3XYYjgOb4Tiw2ftlNAMmswiMzxNlsktBJ4+UrQ0FMOh8kfMcKJSbmJgIt9sdUs1ipBCznB8JyZrCF17neR7jxo3DuHHjBAJRU1MTampqkODbVAXDkSNH/K4nTdOwWPRtO6Ynhg2mArSGZA0GA5JtXgWNXrszrAUwVAECQpqJlWcrxwAWh9rEpB6D0ZvD5EXeAcfx+HhLM1ZtrIPTxaJqVBoWz6tEXoYNRpoSPE/iQagJfcYDiLEU79ADsVhjWdYi9ioB4MiIczHphkWwJScPyhMrEoooCqB8+VljKuiSiTCPmgAA4HkObOdxuI/VwdV22BvObauH+1idMA5DQorPCy31GdESGEzeZ4t8D4HYCxX/kDGRe0bqhSrVLP5Ua0MHQrL6tvYiz3VRURGKior8/ufxeNDf3z/oMwaDAXPnzsWbb76JmTNngqZpZGZm4o033ghpDNHAkDaYkcgRMr7n2OGM/uJNvDoSpor2Aykl9cgtYGIYfHWYnK9MoeFoD5at3Y/61h7YrAxuvbYCMyflCKQeuVIRpdBnvBATTCaTbPhYicUqVvSJlrhC3c4dcH3xMorRjVNUCsyzbsW5k6fAbDYHzRNLIwScxw0YaMFrGMQwHpkHY3oOrGMv8H7e7YT7+BG42+rgOub1Qp31O+Cs3+H7BgrGEXkDXmhOKYzpeaAMyn1DxWUsHMcJ51euZlGaoyPHCUV+Ll4RTkg2EIJt7rdu3YpFixYNej0vLw8rV67E5MmT8eKLLyIjIwN/+tOf8Otf/xpvvPFGXDJvh7TB1APS0KPF5H14CeknGhdd6tWRHKDWxTXU8ZJdvBqvUgza52GyHjde+/ggPvyuCRzH44IJObjlitFITRrQfw1UKhIo9ClXwB9tL5SUQ6gNH4uNjtQLJccCBhZ/vbxQp92OnW+uQGHHFiQAOJI+DZP+5TYkJiWBYZiQ2Mc8x4Hyhc7FCMQw5oxGGAoqYMofg0Tfe9neDi+RyOeJeo43wHOqBfa9XwAAKJMFTFaJkA9lsktBJ6YAGGAfGwwGQe+WpCikoVxpbaiaji2xCuWGi0j0wiSfDYQZM2agtrZW9n9LlizBnDlzUFxcDAD4r//6L0yePBkHDx7EmDFjQhpLJDFsMENEIPEBi6SsJFSoJeAQoxCL8KvYswYgeHRkEQxWU2lgvJ/df/gk1vc2IivNitvnVWJ82QhhsdPKIA1UOhFNL5TI2kmVhkJBoA2BXuIKh3fuhOOLFShGNzqoFDAzb8W5U6aELKAggOdk+2VqUSiiUzJgTBoBS/nZvkOy8LS3wO3LhbraDsPVXANXc41wPDp5JJicMljzK8Bll4BKzwNlNIVFKBJDj3KLWHpOQkjWNFh8PVIGUwlHjx71Wz/FaYp4RHyOKkoINUeoVKJhZoIr/egBsaRdMEWbSH4/8azFhkiNp9rV68TmmnZcBYBjPZh/QTGum1WCBKtJk1emBtH0QtXI2oUDrbWUgbxQp92OnW/9HwpPfQ8reBxJn4aJC26FLSU5ZK/SDxyrqnm00nzkcrt09igwmUXAhEu8X+Pog/t4vdcTJYSi2u/hqP3edzAaTEbRQC40pwx0SqYioUhNbagYoXQSiVmqQMHDDBWhsusBYNasWVixYgUuuOACZGVl4cknn0R5eTlGjRql2/j0xJA2mGogrodUIz5gMFCwmGi/Okw9ITbYsWC/KpF6pCQcOXAcj893tOL1Tw4hy2MHkoHS7ATMumy04JU5nc6Ihroi4YUGE0uPJNTUUorFFQ7u2A7HphUoRhc6qGQwFy7CuVPPDt+rFIHngwtRBJuPGoUijk4GXTweluLxAoPXfnLAC3UfOwz3yUa4j9cD+NR7PGsSTNmlA6SirBIYLN5AsN61oSSUGy95daUcZjiyeKFe61/+8pfweDxYuHAhXC4XJk+ejGeffVb3dVMvDGmDqfYiaxUfsJqNupB+pONTW1MZai4y2OeUSD12u90v3yPntbWe7MPytTXYf6QLVjON6eNygUbAwnh7PUbKK1ODcLzQSHuVoUBuEfe4XNi+agXyT26GFTwaR0zD1JuWwJKYoL9SEsep8jDVIJhXTTYqZLE3pefAmJoFa+V53tc9LrhPNPoMqNeQOht2wdmwSzgenZ4rMqJlMI7MB2UY6BuqV20o+aEoShDriKZyjpDDlOlWQu5xrQgnxGwymbB06VIsXbo05GNEE0PaYAZDqCUaVjONfkd4C6d0JxtLSbtASj3kN3lgAhFWeFB4/6tGvLOpDh6Ww7SxWfjFlWPQ21oPNAIU64m6VxYMar1Qgkh7xeHi8I+70P/ZChSiE51IBn3hLzBj2nS/ulCiPKSLJ6QyJBvy4UUsWLKRlfNCBUJR3miYcsuFz7N93X4G1N1WD3vHUdhrvgYAUEYTjFmjvEY0pwxMTiloWzqAwV4oGY/a2lAiMO9yuaLesUVJ6SfkY0aJ3BgPGDaYASAu0dC6eFjMRpzqdupyIzGMl0kaa1JPKO23OI7D3vpTWL5mP4629yE92Yzb51Xh3HG5oGkajR0J4ADwnCcu5cukEHuhRCzd4/H4kXzirS7Uabdj1zuvoODkd0igeBxJnYoJNyxGkkyuUs/cbjghWTWQ8+o1EYqS02G0pcJSOtk7Xo6Dp6N1IBd6rA7u1oNwtw6wOw22dJHEXxmYrGLB8GipDZWybcXjjVTHFgLe5QAoCjAOblAfTkh2qGBIG0y5Cy1XoqEVFhMNp5sFy/Ehn2AStomVWLsapR4l9NrdeP2TQ9i0vRUUBVw2rQA3zi6DLcHLWGRZFsKsOFYXIfNogIScA5W6xFNdaP3u3ej/7CUUEa/y/H/DuedMC5hrDUbAkc5HsayF4wBm8KIcLrTkitWEcv0IRZlFYEYWAONmeafgtHsJRSQX2nYYzrof4Kz7wTcYA4wZBWCyywRPlE7LAkUp14ZK1Z3UhnLD7dgCeEOyFGMJKGU5bDCVMaQNphhK7FetN8RAxxIPzCZG02fFBhtASMYyXLIRMQjS8Cs5J0rng+d5bN5zHCs/qkV3nwuFWTbcMb8K5QUpgwr4aYYBCwCsG06nUzi2nJC5EuMzWlDTgise6kJdTid2vvV/KDi52etVpkzBhBtuR1JqquZcqxIBR1Fcgdc/JEuMRji5Yk1lOjQNuugsmAvHAvAZ4J52/1DuiUZ4TjTCvvsz7/HMCYK8n1d0vkQQmyebDsJsJ/WfcqFc8f9IKFd8HkLt2MK7nbqGY4cahg0m/Es0pDdbKDsuq0+A3e7wIDVJvbGVhl/JTjpaCBR+FYeTlHCi044VH+zHrkOnwBgNWDinDHPPK4LZxMiWijAmE1gAFDdwzuVq3+QYn6HWHYYCsVeptSuKVq8tXC+0Yc9u9G70epVdSAI1499w7vTpujF4xfNRElcAzwsqPHpscsQiBHpumrSU6XAcBzYtC8aUDFjHTPd+3ic27xIZ0cFi89kw55bBmj8G7sxRMKTnhSw2D4TWsUXY9LocMJjldV6HPczgGNIGk4R31LJf1YK0+HKorMVUMtjRgJjUA/iHXsnDqvRQsCyHj75rwlubDsPl5jC+NB23zatEzohExYXa6NsgUJzyedKj7jBUBJK1CweBvLZwvFCX04mdb7+C/BPfIoPicSRlsjdXGYJXGep8CCiKAs+xoAx02JscsllhWTZqYvtaynQ4zghDjlfrFhPneD9vP+01nKLa0P6ab9Bf843vYAyYzGJBnciUUwpD0oiQa0OVQrniji0sywJuJyjfd0mvwbDBDI4hbTCB4GSaUMKbRO3HHkTth4SBeZ7X1WCrJRvJhaEJIUFN+BUA6lq6sXzNfhxpO42kBAZ3zK/C+eOzwTBM0IVaMJi8tk2CprBaiF4oMcbRWKjD9UIb9uxF78blKEKHz6u8BedOPzdmdaE8zwMcBx6UEGoPZZNDWLvx0MJNC6GIo1NBl0xCQtkUmEwmuFxOOE+2DHRrEYhFh4TjGRJSRDq5ZWCyRsHgK/0IpTZUGsqlKAoUAN7jBG22IjEx0e++iweC2pmAIW8wI7GQWEzB1X609KmMBAKReliWFQrYlcg3DqcHb352GOu/bwLPA7Mm5+Lmy8qRYguu/0rA+Kj0wTzMYFAbVlOrwRoJr1Ir1HihDrsDW/65HHltX3m9yuRJGH/DYiSnpcW8LtTrYfqHGtVscsi9RspF4rWFm9raUC+b3ADTyHwY03OBsRd6X3c74Dl+xOeJeptvOw9vh/Pwdu/BKArGEfmiji1lMI7I9SMUSUO54t9yXijr9KYTeJpBb2+v7DNitVo1yfx5hzrsYQ4JROpCE9KPnMGMl5rKQKQe8poS+Wbrvja89MF+nOp2IGdEAm6fV4mzStI167/SRhocT8Gg0cNUAzULtJSsQsJ/8dhrU7pAN+zdi95Pl6MQHeiGDcYLb8Os884X3h/zulCeA6jApJ9AZRVEGQeAUF6hV0lFpEHGR8qNSM/QgISigkqY8isGxOZPdwwY0LbDcB9vgKe9WSI2L2p5llMKOmFAbF78m4xH7IGyTl9WlRmQ7xNvymw2m9DI/afcsSUcDGmDCQSP24dSSymwZJ3+i4GSBq3Sd+vlBUuF2pVIPVLyDUVR6O514eUPD+C7PW0w0hQWXFKO62aVwMQM5GC1GhoPDBExmFIEC3uKQ1kkDB+PC7Tb6cKOd15F/vHBXqWQpwJiXxfKcYCGVEagchGxB+SfO4y9zJwUcixqLYQiQ8pI0EnpA2LzrAeeUy1wHzsMl69nqKt5H1zN+4Tj0ckZggfK5JSCySgC5esCNDiU66u3ZSyDnnspoUhNx5avvvoKycnJGDNmDKzWwWLuP0UMeYMZCRDSj93l1ZONdvhVavzkhNq1kHo4jsdn25rx+oY62J0ejC5MwR3zqlCcm+KnFEPIBWrCngQsaM05TL3gDZdRwrURewQxNzgyaKypQfeGZSjiT6EbieCm34JzZ5ynmKsMuY4yDPA8B4D3C8kqQUlaMB7KdIJBbOyDsag1E4qyRoHJLEbCILH5OoFY5Cc2TxvBZBQOGNDsMtApGd5n3OPNJ9Nmq7B5J+tAsNpQMcj537FjB7788ku0tLSgoqIC48ePx6RJk3DZZZcF5X08+uijYBjGTxJv8+bNeOyxx9DS0oKqqir88Y9/jDsR9iFvMCPhYRLSj9PFCcePRfhVSalHLamn+Xgvlq2twcGmbiRYjLh9XiUumZIHk2kwqUepRi9QSI2FATRiu8iJDU2gkolYChG4nS7sePdV5Ld9hUyKx5GkiRh3wx1ISQ+eq4wEIzcoyHVWCMmSsWglJmklSEVqU0CgR22oNkKRV2zeXDQOgO98dJ8QGdA6n25uPeCTyiVi85SvHhQi4XWDwSCEXolUHyBfG2owGPzGUl1djerqarjdbhw8eBC7d+/Gxo0bcfbZZ2PkyJGyc+3s7MTjjz+O999/H7feeqvwent7O+655x488cQTOP/887Fs2TLcc889WLduXVzlSIe8wYwEhJCsmxUe8FARTkiWYZiQlXpcbhbvfdmAtd8cAcvymD42C7+YOwbpyRZVSjFigyMXUhOKrEFHJSQrhhaxdC0GJxJ5tsaa/eje8KLgVbLn3Ixzz78gZAZsVAwOz5EDB3yLHoaGINA1CiquECZIzl5vFrIaQpH4GtGyYvNHBEauyyc2T+Bu2S8ck5TsiJ9X8W9AWeaPoijYbDZMnz4d06dPDzq3hQsXYvLkybjsssv8Xt+wYQMqKytx8cUXAwDuvPNOrFy5Env27MH48eNDOY0RwbDB1Bk0TSMp0buD67O7wspDhvIZsvABCEmpBwD21ndg+ZoatHXYMSLFgtuursCUMRmqlG6kkAupiclEHEWD5lm/1mCRQigejRSBFjOlTUEo3+N2ubDj3X8g/9iXXq/SNh7jbrgDyenpuhkaAr29UJ7kymQaSAOREyEQvj/Axi2QwdF638VDbWgwhSJD3hiYckcDANxt9ej88G/getpBmRORdMFNwrOs5hoEqw0Vrycejwf9/f2yx7DZbHjllVeQlZWF3/3ud37/r6+vR2lpqfA3TdMoKChAfX39sMGMJ+jl7ovZp0aDd4HUo8WXFohJPQzDKJJ65NDT58JrnxzElzuPgaKAuTMKccPFpUJTZ47TrnQjhTQnwoKGCS5QFBWQvarH7j2SLbiCbQq0Cis07d+Pzk+WoYhv93mVP8e5518YtbrKsL1QTt7DjIWhGRiSdta03DnWYmgiCTWlVADQveUDdH7xOsCxSDz7KiTNuB5mq1fpJ5xnmZw/s9kshHEBYOvWrVi0aNGg9+fl5WHTpk3IysqSPZ7dbofNZvN7zWq1hr3e6I0hbzD1gJR9alVRh6kn5Eg9AATWZDBSD8/z+PrHY3h1/UGc7nejOCcJS+ZXoSQvOeI1iRxlAM2zflqZkfAGeF6fxshqIEeUUCPv5/UqX0PesS+RRXFotI3HWRHyKrVCixfq6yDll8OMJxECQJskHslVk8hNvC3iBOJng7OfRvcny+Bs2AVDQgpGXn0PEksnCe8j60KoURaycZKuKzNmzEBtbW2ATwaG1WodtImy2+1ISJCX8YsVhg1mGAhkqCyC+DobEmmIINhnlUg9brfbzxsIpHrT1tGPl9bux57DHTAzBtx8eTmunF4IUwD9V73BUcZBpB8lb0ALezWUEHKkEGxxPlKzH8fX/g1F/En0IAGes2/G9AsuFOZ7pvQLNRgMMPo8S9rX55Fcr3irbZVCiZFLvCg5Rmm8wdWyH10fPQ+urxOmwrFIubwa5tQMYV0AEDDcHmxOPO/VuCYerF4oKSnBxx9/LPzNsiyamppQVlam6/eEiyFvMNUYM2keMpiknZmJvIcZrP2W2MuR89hcbg9Wf3kYb31WB7eHw8TyEbjt6kpkpSdEVVKNp2jQGBAOkH2PAplIGiIkCzhZ1OLdG/C43dj+7mvIO/qFz6sch4k3/xKp6enC+8TedzxD2MA4yTkfaJ5sMBhgtVr1Z+RGEDzPC5EB8iwo1VHGWlyB5zj0blmNvi2rAVCwnXcDbOdcBbPZIkRYCNQSig4fPozMzExYLN6WYBaLxS8EqxfmzJmDJ554Ahs2bMCsWbOwbNkyZGdno6qqSvfvCgdD3mBqhZqaSoOBgsVECwZTT1q0klIPx8k3dZbunA+1dGPZmho0tfUi1WbG4mvOwoxx2cKOOpqhP46iYaAA1uOBQUN3lkB5Q3FdKNnYRJpMFCqaaw+iY/2LKOJPoAcJcE9diGkXzBQWLbfbPWheauX9YgqysaTpQRuWWJaAaEGgfKvcGAPXUUav9Ig93YGu9c/B3VoLQ9IIpF55F6wFlapC+YE8a4qi8Pjjj2PXrl0oKirCxIkTMWHCBEyePBnFxcW6jj8jIwPPPfccHnvsMSxduhSVlZX429/+FlclJcCwwVTtYZIdmFpJO6vZCIcz/JCs2OuSU+oh71PzPf0OD1ZtrMOGrc3geeCSqXlYeGk5khPNfko3JJQZLtNT1Rx9eS6P2wMmjHZmYuNIrk+s24IFgsftxvb3/om81k1erzLxLFTdsASpI0YohsFDJapEE0ajEUbGVxQvM5RAudB4EovQSuwJ1G6LbAwiPSdH/U50f7IMvKMX5rKpSJlzOyzJaSGXvIhL4Z599lkAQF1dHXbt2oVvv/0W//jHP/Daa68hMTFR6TCK+POf/zzotenTp2Pt2rUhHzMaGPIGMxjEihdqJe0Ar9pPn10fLy1cpR4A2FpzAi+vO4DO007kZSRi8bxKVBanCWQMqf6rXOgpEt4NZ/Degh63C0BoCf5AxCQttWzR8m5aDh1C+4cvoIg/gdNIgGvKTZh24SxVNX1a6/Oi6bGJS6/Pb7kAACAASURBVHb6HT6vMkBZiRhKJSDR9kK1KPYoQUkdR8858R43Tn/zJvp3fgLQDJIv/jckTJgNi8USds6YrCskBDthwgRMmDAh5OP9VDBsMBVADBV5qLXs1CxmI051O8PyMOWMtfiHvEcJp7odeHndAWw7cNKr/3pxCeZfMAoWMyPk+eQeLL2IN8En6fMwndqVkIiRUEtMitqcZOBxu7Hj/X8it2UTsikOjQljUfUv1UG9ynieE4FUhIAn32EILdel1QvVw7PWU0hBDlqvU7A5ebqOo+vDZ+E50QA6LQepc++GJbvE104sPJKbEgt2qGPIG0y5G0KaJyQaqVpgMdFwulmwHB/SSSa5UjGzTYtSD8fx+GRrM1Z9WgeHi0VVcRoWz6tEXqZNCOdpofhr8QS0hHF5Pw9TPfQofo/UnKRoOXQI7R+9iELuOE7DCufkGzFt5sURKeDX6rGFm2OT84x5n9KPWi3ZYAg2J2neUKvHFinFHiWEMyf7gc3o2fh/4N0OWKsuQNLFt8CSmKzbHCLBgv2pYMgbTCnIjaIl/CoHQR7P5YHZpP7mExtrUhqiNfx65NhpLF9bg7qWHiRajai+pgqzJucKTZ31KhWR8wS0FuzzBpLDVGcwtXqVWhHIuwlFhID1sNj+3j+R07LR51VWoWpBNVIzRka1jZjSnEKV91MUIfAp/agJyYYKPbzQWAopyEFpTgzDAB4X2jesQN/uz0ExFqRcXo3EsRfoMgfClxC3VxvGYAwbTB/EeUI9wlZWk6/I2eFBapI671RK6iHGkTz8wQyl08Xinc/rsW5zIziOx3njs/FvV4xBapI5KqUi0txNMJIKy7IA8TBdymEwkl+Kdk2iXN5QDZmote4wTn74vOBVdk26EdNmRcar1GNO4k2B2LuR86yDihCQ10IMyYYCrR4bmW+sFXuU4Denk03o+uhZsB1HwWSNwsh598KSkQ8g/JZ0wyFY9RjyBpNIsgWqqQQGs1XVQGjxpaIWU4nUA3gXKLPZrMjy3HWoHSs+OIATnXZkpllx29UVmFg+MqbF+4rF7b4H1ODr3QcusPJIJGXtQoES8YaiDNjy5kpkNn4ieJWVC5YgLSMjbptTA+rl/cg1UpqDEJKNoIepBoEiIGRjCsBPhECPXKje4Hke9t2b0PPl6wDrRsKky5B0/r/AlGgTolBkYxoqG3w4BKseQ95gAohIwbFY7ScQxEo9xFhLST2kTyMgz4js6LHj5bX78PWPx2AwUJh3fjGuv6gEVgujm/6rnpAuYpyP9MN6PH6qMFI5snhTuhGDzOlo3WEc//AF5HFt6IUFPZMXYuZlVwiLc6wL27VAGi0gGy8iqWa1WgMvzCQkq1MOUy8QoyLeeOmZC9UbnKMP3Z+ugLPuB1AWG1Lm3oOE8qmDOowAgYUIpGmEffv2ITc3FzabbTgEGwKGDSaCdwUJhelqCaInKyeAIM1VSiF+gHmex5c7j+EfHx9Er92N8oJU3H39BBTneHveURQVN7qdSqBo34bBYRe8FuIFiGtDxQIE8WY4WQ+L7atXIafpU+RQLBqtFahYUI30zEwA3k0Py7IRI95EEhRFCdGNQCIE0oXZQ+7dKIZkgyEQsScWjFw1cB2rQ9dHz4LraQeTNwapV9wFc1omGIYJGkaWM/SE7f/3v/8dO3bsQHZ2NiZOnIhJkyZh8uTJihJ0u3fvxl133YVvvvkGANDd3Y3f//73+P7775GUlIS7774bCxYskP3smdAUWguGDWaEQEg/UoMpp9QjZb8GM85H2/uwfO1+1DR0wmKi8Ysrx+CyaQVgGKOQx+B5HmazOSYPuyb4DCYrWrBIiFxOjizejM3R+noc/+AFFHLH0AsLOifcjGkXz5atDdWbeBNpkFB4oHB+oFIJCt7XGJMJFoslpmIRWok9kWbkBv9+Dn3bPkLvt28DPI/E6dciafo1MFusAEKPtJDrR9RzGhoasGvXLmzbtg1vvvkmXn311UFCBDzP491338Wf//xnPy/0/vvvR0JCAjZv3oza2losXrwY5eXlmDhxot/nz5Sm0FowbDARXpPmQBBYsqIWX1JSD6CtVMTj4bDm6yN4/6sGuD0cplZkYNFVFchItQq7YenuU+lhj7WxAQCK9uZOOI87YL410MIcS2PDeljsWPMmshs3eL1KSwUqbqgWcpXBFuhQyUTRgLiAX8sCTcbr8W0EPax3UxgNAQw56NWKK1peKNvXje5PXoSrcQ8MiWlIueJOWIvGwmw2h52/l7Jgq6qqUFVVhYULFwb8zAsvvID169ejuroay5cvBwD09fVh48aN+OSTT2A2mzF+/HhcddVVWL169SCDeaY0hdaCYYOpAqGEZMWkH57nhUU0VKWeA42dWLZmP1pP9iEtyYRFcytwTlWmUCoS6IFSW1Kgtlej3iAhWYPvPKjJt8ba2BxrqEfb2hdQwB1DHyzoHL8Q0y65NOxWaGraTUXa2OhSwC/UYdIBNzuRlPfTS7EnECLhhTob96L74xfA9XfDPGoCUi69A+aUEboxeUNhwV533XWorq7G1q1bhdcaGxthNBpRUFAgvDZq1Chs2LBh0OfPlKbQWjBsMCMEQvpxsfwg/VfyMKkxlH12N17fcAifbWsFRQGXnpOPm+aUwZZgDqnPoxpjI37II82sNTLehc3tcqrS6A2EaEjGsSyLHWveRtaRj5FDsWiyjMGYBXeiPFOdV6kVWo1NuNdKrwJ+noxZhiWrxJzW41pFWrEnEEL1QnnWg97v3kPfD+sAgwFJFy5E4pTLYTZbAECX+8lkMgnkOS3I9OXgxejv74fFYvF7zWKxyI7zTGkKrQXDBhP6dhMhSLT6dDXtA+HXYKQeMXiex/d7j+OVj2rR1etCQaYNd8yvxOjCVN1LRYKVfuihdiOFsJD4ykpYjUo/waBkbKQLmJowblvDERz94HkUsEfRBwu6xt2Ec2ZfFvEG22KoKdMJJeSuewG/RpaslmultDGIhWJPIKjxQt1dJ3BizdNwtR4EnZKJ1CvvhiWvXBeDT0KwZvNAYwU9YLVa4XQ6/V5zOByyjZ7PlKbQWjBsMHUGeSBIDrPfOSBCoNarPNllx8sfHMCOg+1gjAbcOLsMV59XBLNI/zWSuzS53bK0Ji+c0KDYyBAvhPdEtudjoAVMWqwvDeOyLIuda95G5pGPkUuxaDKXY/SCu1CelRkXKjFqQ+6BNgYRMfh8YA9T1ceDGBvpxoDnvU2dY30tgkF8rRyHfkD3py+Bd/YjoWIGRl65BLTFS7ohG51wuBWREiIoKiqC2+3G0aNHkZubCwBoaGiQZdmeKU2htWDYYEI/D1Msq2cyeo9pd3jrKGmaRkJCgqK3xrIc1n/fjLc+q4PTzeGsknQsnleJ7BEJUfVkpFBS8NHirRHjJF7YKGaA9BNtSI29NGd4tKEBR97+K/LZVvTBjM6zbsTUSy6FxWKJ2bUIBi0qPiSkq7eRISFZSseykkAbA3H/U/J3vLCM5cB7XDj91T/R/+NngNGE5Dm3IeGsWTCYLQLHIdzwdKghWDWw2Wy45JJL8OSTT+LRRx/FoUOHsG7dOixbtmzQe8+UptBaMGwwVUJpxycnq2dmvLvrfqfH7/VA3lpdcyeee28vGo72ICmBwW1XV+LCiTm667/qAbXemtiABhJ8N/hIP3yAMFs0ITb6O9e+g8yGj5FLedBsLsfYn/8/jMjOAuCdv9vtjttFWQrpQkuYksRoWq1WfclEURIuMBqNfqpDWuT9YgFPx1F0ffh3eNqbYRyRj9S598CcWTiow4ja8LTH40FHRwfS0tIiFoKVwyOPPIIHH3wQM2fOREJCAu677z6h9dcLL7yAbdu24aWXXjpjmkJrwbDBDANKSj1mn4fplCj9SL01p4vF25/X48Nvj4DjgYum5GPRVVWwWQcK9+MhJxMMcnkoqQABKd4n7wcAmniYbPQ9TDm0NTaidc0LyGdb0A8zOscuwJTZlwvF++TaRTK/GykQEQJpSF9v5iofZkg2GAIRewLdg6EI5+sJnudhr/kapzetBO9xwTruYiTP+jnMCbagOVel8HRraytuvvlmobxj8uTJmDRpEqqqqgSWcCCsXbsWDz74oN9rdrsdCxYswCOPPOL3+ssvvwy73Y5JkyYJr+3cuVP2uNXV1X5/nwlNobVg2GAitJBsMKUes0leuECMHbUnseKDA2jvdiA73Yrb51ViXOkImEyMoMxBKPLRYq3qCdIWzel0+gkQiHfKJpPZ+2Y2thqxLMti5wfvIqN+PfIoD5rMZSi/7k6U5WQL51/s4UcqvxspKIkQBCMTaa7fjUBIlkALsUe6OQWiX+vKuezo+WwlHAe+BWWyInXuPbCOmS5sXMLpgZqTk4PPPvsMbW1t2LNnD3bt2oU1a9bAYrFg1apViseYN28e5s2bJ/y9efNm/Pa3v8Xdd9896L01NTV4/fXXMW7cOM1j/alh2GCqhLheUo1SD0V55fHEwgUEXaedeOWjWny39zhoA4VrLxyFn83yNnUWL87k4Y0Ga1VPBBJLl90p+3bCBnAxU4U53tSMltXP+bxKE9qqbsLUOV6vUrErB0Ls0BJFhCpCEBaZiHiYOoYG9WLySjcGkfRC3cePoOujv4PtOg4muwQpV94Ny4hcRfUktRCHYEtLS1FaWoprrrkmpGP19fXhd7/7HR566CFkZ2f7/e/UqVPo6OjA6NGjQx7rTwnDBlMDiDyUWqUeq5mG3SUOGfHYtL0Vr284hH6HB6MLUrB4fhUKs2zCztntdg96kCLNWtULWhdnjuOEsB3rdvmpwkRDAo9lWexc9x4yDn+EPMqDZlMpSq+/E2U5ObJepRpEqvQjFOhZk6iFTGSHdz56dSsJ2k4sDKjZ8Gj1QnmeR//ODTj99RsAxyJx6lzYZlwPszVBt/Z0hNugRz7wpZdewujRozF79uxB/6upqUFiYiKWLFmCAwcOoLi4GEuXLvULzw4lDBtMBA/JkjCO2GiJw6+BSkUsJiP6Hd73t5zoxbI1+1Hb1AWr2Yjbrq7A7Kn5YBij5rZPerFW9USoLbiMpK0Q55HNQUVKleh4UzNa1jyPfE+z16usvBFTLr1C8CrlNi6hQq23pmduLRo1iYFyhpTPYJosVr90gtZ5STdg0UAwYYVgG1TOfhrdG5bDWb8TBmsSUi6vhrVkouAdhyPOIU7R6MWC7evrw2uvvSZI30nhdDoxceJE3HfffSgqKsI777yDxYsXY/369cjIyNBlDGcShg2mAkj4lTxEwACphzwkSsbWaqZxqtuBtz6rw+qvj4BleUyrysQv5o7BiJTA+q9aobXGUM+wYKghPwLap/Qjl8PUqkqkZvfPcRx2rnsfI+vW+bzKEpRef1dYXqVWRGJe4uPEqu8m2cixvnvQ7fGA8RG9tM4rVoo9cgi0kZPOq79xH0598DdwvR0wFVQh5fI7YU4dqarDSDBEigW7ceNG5ObmDtKBJZg9e7af57lw4UK88cYb2LJlC6666irdxnGmYNhgQt7oSUk9JBwbKPwqB5ebg8vD4d0vGpCebMZtV1VgamVmVBoiSx/yQPJj4eRB9VAcohnvLUhx6j6vRVZNGu480dKC5vefR56nCXaYcKziBky5bG5EvEqtCGdeBMSr1EN7NBzw5FpShpDmFU+KPXKQbnh4jkP/D2tx+rv3AFBIm3kTkqfPF0hPelwPPUOwYnz++ee44oorAv7/448/BsdxuPLKK4XXnE4nzGazruM4UzBsMCUguSYpqcfj8cBkMvnVrAXLP3X0DEhIne534aPvmtB4vB+Vo9JRkpMo9MyMBpTCnVrzoCT0q1XHVg6MyQQ3AHChbRzUhHE9Hg+2vP8W0g9+gDzKjWZmFEquuwuleblR8yq1Qm14mmx2yD0bF/MQSD+D72818yIGKRJdhPQG29uJ7vXPw9WyH4akEUi94k5YCioF4XmyAVAr7ydGJEKwUvz444+48cYbA/6/v78fTz75JEaPHo2ioiKsXLkSDocD5513XkTGE+8YNpg+iGsqA5F6HA6HXzjGbDYr5p8ev2c6vt51FN29bhxo7ELNkU7sa+j0fR9QnJOEiqI0VBSmoqI4Fam26O3apLtktXlQvXVsjYzXYFIhGkwppPM62dKCJpFXeWLsjZgx9xphrnrNI9IIFMYV17mSEGG0WcaDQJ4BFaQfMi8yB6JTGs8CBATOhl3o+mQZePtpmEunIOXS22FOShtEUFIj7yfdfPM8L3jhkRIiYFkWx44dG5SLfOCBBwAADz/8MH72s5/h5MmTuP3229HV1YWqqiosX778jNaDDQcUHy93X4wh3flJST1KIPkn8iM9FvFiOrr7cKi5C/uPdOFAYxcOt3bDww6c/pwRCRhTlIoK3092ekJMVTHIzp/MC/BXudHj1unrOY3TK+5Cs6kEZ9/932Efj4DjOOz8aA1GHPwAFsqNFqYYo667Cxl5ecJiBSCuF2QliEUISCREfA+SOl5pzjAaOL35XfRtWY30Bb+HKb9S8b3iHLhU1Fv8HvF9GOuWdDzrwelv30L/9vUAbfR2GJk4RwhTBpqHFGLv2mAw4Omnn8auXbswbtw4TJo0CZMnT0Z6errqca1YsQJPPfWUINEJAMuXL8fUqVP93rdu3To89dRTOHXqFKZNm4Y//vGPGDlypOrvGcoYNpg+iI2AWlJPIJCHgBTuB6Klu9wsDrf24EBjFw40dqK2qdtP6CDVZvIZ0DRUFKWiODsJBkP0DSih9ZN8q9yCHGp5hNNuR+cLd6DFWISpv3xUl/GebD2KxvefQ767EQ6eQUfFfEy8/GqYzWZZ71huQY6HMp1AUBIhEEMcNSD3YjTY06e/fRt9W9ci/Yb7YcoLXL8XKrFHPC/pJjXS3rWn6zi6PnoWnuMNoNOykXrlPbDklOhCUOrt7cWePXuwZ88e/Pjjj/jxxx+RmZmJ3/72t0ITZiX8x3/8B6qqqnDbbbcFfM+BAwfw85//HC+//DLGjBmDRx55BCdOnAjIkh2GP4ZDsiJo8SqVQMK7Ho8Hbrc7INGBpllUjUpHZXEagFHgOB5Nx3txoLFTMKJb9p3Aln0nAHhZt+UFXu+zsigVZfkpMDGRy4OS8Gyg3Jge5RFGn3dB8eGHRTmOw66P1iL94Frk+7zK4p/diZL8fGEecl1e4rFMRw5aGcla2dO6GRpyfhRCieEQe4KVfujV/1QKe+336Nm4ArzLAUvV+Ui+6N9gTkzSpckzz/NITk7GRRddhEsuuQSAN2R66NAh1eUb+/fvx3XXXaf4ng8++ACXXHKJoP36m9/8Bueeey7a29uHvUwVGDaYPng8HoFoEKqxDLSgaSHclOSloDgnCZdPLwTP8zjRafcZT68B3V13CrvrTgEAaJpCaW6y4IGOKUyFLYEZPLAQoKY7ipbyiECGhqZpsDwFAx9eDrP96FEcee955LuPwAEGR0dfh8lXzAvoVSpBraGJZhhXrzILJfa0XiIYPE/y4oMNpl6KPVIolX6ESroh4N1O9HzxGux7vwDFmJFy2RIkjL0gLHk7KeRYsDRNo6KiQtXn7XY7Ghoa8Oqrr+K+++5DcnIybrvtNlx//fV+76uvr/cTHUhLS0NKSgoaGhqGDaYKDBtMHywWy6AFUEtYVkupiFrCDcuyyBlJIys9ATMneXvP9fS5BON5oLELda09ONjcjbXfeI+dn5mISp8BrShKxchUq6bzEG4dnxo1GKlH4wENQ4geJsdx2PXxB0g7sBb5lAstxiIU/ewujMrPkxUaDxVyC3K01JYiWWYREUPDybNkI6nYI4XSpkeLxKS7vRndHz4LT0crjBlFSJ17N8wj83Vr8kxy0aRsLVS0t7djypQpuOmmm/DMM89g9+7dqK6uRkZGBmbOnCm8z263w2Kx+H3WarVGtL/uTwnDBtMH8QJIQB4mkp+TM6BNTU0oKSkBTdMhL2hqPBqyYKUl0zinyoRzqjIBAA6nBwdbulHr80IPNXeh5UQfPv2hBQAwMsUiGM+KojTkZSTK5kEpihK+S886PiWPhixaLAww8NrLCE4dO4b6d59HgbsBDjBoLf8ZJl85PySvUiuiEcaNhQiBLoZGoiVLIi+EaR4rqNn0iJ/5vh8/Q88XrwGsGwkTL0XSBTfCnJCoy+ZFbxZsQUEBXnvtNeHvqVOnYv78+fjss8/8DKbFYhl0Dex2+5BlvWrFsMFUgFjNAxhYJDmOQ3d3N/7617/iq6++wqpVq5CWlqbrdwcyNOJFi2VZ0DSNCWUjMb50BADAw3I4cuw09jd24sCRLtQ2deGb3W34ZncbAMBmZTCmMAUVxd5ylpLcZJh9ou/RWJjlFi0WNAxgg5bpiI/x4ycfInX/ahRQLrQaC1F47Z0YVVAgtOGKdtG73vnCeBEhALR710IDacqgWyg5EpBuegCfXrTLju4Ny9F/4HsYLIlIn3cvLGVTdK111VuIYN++ffj2229xxx13CK85nc5B3mRpaSkaGhqEvzs6OtDd3Y3S0lJdxvFTx7DB1ADihW3YsAGPPPIILr74YqxevRo2m82vXjMSpSBkMZITYBfv+o0ch/ICLyHo6vO8i0LryT7UNpFylk5sr23H9tp2AICJMWB0QRpGF6agoigVowtSYDVH77bwepg0aH4gp6WUBz3ZehT17z6HAncDnDCitexaTJp7DUwmky5dIPSEGu9ayjKOVI5PTyh51wzDwOiLYJgtVjAME7eKPXKwt9Si+6Nnwfa0g8kdjfS598CcniVEnsREOK2hd/H1DTcEK0VCQgL+/ve/o7CwEJdeeim2bNmCDz/80M/rBICrrroKN998M6677jqMGzcOf/nLX3DhhRfqvuH/qWK4rEQjeJ7Hb37zG9x0002D6pukoSqxFxHpekppTZdSTu1UtwOHWnpQ29SNffWn0HT8NMhdEAtBhZqn7gbDe1D+7y/K/p+ErHZ9vA5Je9+FlXKh1ViA4p/dg4yCfMH4uFyuM2ZhBuSvGTBAQIu1Zxkquje8BPu+L5Fb/TcwqVl+JKlwSpAiCZ7n0L99PU5/+zbAcUicNg+26dfCbLEKnj7ZDAcq1VHK8UZDiGDTpk146qmn0NzcjKysLPz617/G5Zdf7idEAAAfffQR/vrXv+LkyZOYOnUq/vSnP2HEiBERGdNPDcMGM4KQy/VoIRKFA6UHmzywxMD02t2qBRUqi9KQlW7Vdfx7nvoVEvl+lPz7S7L/7zh+HIffeQ4Frno4eSPay67C2dcsEHKFAFTLFcYjxCIERPWG/ESk7COCYBgGHR89j769XyLjtqdAJ3uZl3KbA60lSJEC29+N7k+WwXVkNwwJKUi54k5Yi8cJnj4JsQeC+Dkj16ytrQ1fffUVxo4di+LiYpjN5ohowQ4juhgOyUYQUiJRNA2oXE6NyNqJNSo5jkMKTWPS6AxMGu2t95ITVPhix1F8seMogAFBhcqiNIzRQVCBo7wh2UGvcxx2b1iP5Jr3fLnKAuTPvxNTiwrBMAx4nhdUVcKtB40V5EQIwhVhjwX8jL7H18JK5ElpKUGK5ubA2bQP3eufB9ffDVPxeKRcdgfMySM0hffl0iUulwvbtm3DihUr0NXVhQkTJmDSpEm44IILMH78+KDH3LZtGx5//HHU19cjLS0Nt99+u6zm65IlS/Ddd9/5hXh37typ4QwMQwuGDWYUocTElYZO9TSgZDGTkmECaVtGW1CBp4yg4W/UOo+fQN07z6HAdRhOGNFSMg+TrvqZsFOXLmZaFuN4yHGqFSEIVPYRT5uDQcQeMgZK+R7Qo0NLqOA5Fr3fvYe+rR8ABgOSLrgRCVOugMXiLcMKJ+/K8zwyMjLw6KOPwmQyobOzEzt37sTOnTuxevXqoAazu7sbd911F+6//37MnTsX+/fvx6JFi1BYWIgZM2b4vbempgavv/46xo0bF9JYh6ENwwYzxhDrtAL+TFw9DKiSWLoSkYgwg8l7RuUmR0xQgaMMMFIDc9396Xok7/N5lXQ+8q+5C2cXFWpSuQm0GGupwYsUwmGOavXUIr05kKsRFViyGnN1ajcH4ZTqAADb046u9c/DffQg6OQMpMy9G5bcctUh2GDged6PBTtixIhBfSWVcPToUcycORNXX301AGDs2LGYNm0aduzY4WcwT506hY6ODoweHVh+cBj6YthgxhkIE5dAvECShV0NE1fM5lNblByI/SjnzegpqMBT3tuw/dgxHFnzEgqddXDBiJZRV2PS1dcJXmU4pQlaNgeRDHWS0hk9maOx2BwosnlJeF1FtxIlqNkcaM3xOuq2oXvDS+CdfbCUn4PkObfBbEvRRVCBsGDDFSKorKzE//7v/wp/d3d3Y9u2bZg/f77f+2pqapCYmIglS5bgwIEDKC4uxtKlS/2UfIahL4YNZpyD6NKS1mPBmLj9/f344osvcO2114bdEFmLN5OaZMA5VZkhCSok896FtffNB1BIuXCUzkPu/DtxdnGxJq9S69wClUaorQfVArEIQbgeTDAE2xyEq0oUVLGHvCbTDzNchKohy3tcOP31KvTv+hSgGSTPvhUJ4y4SOoyEW8ITKRbs6dOnUV1djbFjxw4SYHc6nZg4cSLuu+8+FBUV4Z133sHixYuxfv161fqzw9CGYZbsGQ6xAf3mm2/wyCOPYMaMGfjP//zPiNHXxRCzA6U7fvHCJhZUIEb0dL/XcDyc8jZSaDs4HuhJr0Tx7OuQWDAGJos1pgXvgdq2aQ11qtHljSZCLY2Qaykmh473/xeuI7uR9csVoIymSE1DFnJzc7a34OTqp+E+cQTG9DxvCDarWDdBBWkIVi80NzejuroaBQUFePrppweJEMjh6quvxpIlS3DVVVfpNo5hDGDYwzzDQRa7Bx98EFu2bMHDDz+M8847L6ikn14IVJw/iEjEsgEFFY59nQMb3wCa4pHauR9dbz+KbqMJTHYpmLzRMOWNAZNTBoNJpmyjfwAAIABJREFUmy5uuAg31BmvIgSBVImU5kbmosrAcPqEZEOBdG72mm/Qs+kV8G4nbBMuwYhLb4WB8XqVekRgKIqCxWLRXYhg3759uP322zFv3jwsXbpUdvP78ccfg+M4XHnllcJrTqdT8JqHoT+GDaZKPProo2AYBkuXLhVe27x5Mx577DG0tLSgqqoKf/zjHzFq1Kioj83hcKCwsBB/+MMfYLPZACCgpB9ZUIDIGlA14cCCrCTkZ9qAqb7G0fZusMfq0N+4D86WA3C1HICrZT/6vAeCMaMIprwxXgOaOxp0Yoru49drbsQAxYtXGQxKcyNhcTIP4m0HhERLNhbgXA70bFoJx/5vQJmsSLnybiRUnAvKaPK7RiQ3rzVETUKwJHyvJ9rb23H77bdj0aJFflJ3UvT39+PJJ5/E6NGjUVRUhJUrV8LhcOC8887TdTzDGMBwSDYIOjs78fjjj+P999/HrbfeKhjM9vZ2XHrppXjiiSdw/vnnY9myZVi/fj3WrVsX98XJ4l14pCX9pAgUDiTC62K1Hs7RB/exQ3C11sLVehDu4/UAO+Dd0KnZMOWNBuMzonRKZkzPPTEyYtKWHqzOWEHsIXs8noBhXOncTr31KNytB5H961djMm73iUZ0ffR3sJ1tYLJKkHLl3TCPyAnoIWsNUUcqBEvwwgsv4KmnnhokiH7LLbegs7MTwIBqz4svvog33ngDXV1dqKqqwoMPPogxY8boPqZheDFsMIPgiiuuwOTJk3H69Gnk5eUJBvOf//wnPvzwQ7z++usAvOG76dOnY8WKFaoKk+MJ4vAbMaLRkvQjhftS70VuIeY9LrjbGuA6WgtXay3cRw+Bdw0wgA0JKUII15Q7BsaMQs2lDXrMRVzCI83xxls9aCCoacUVKH99/LX74WqrR/a9r0R1zDzPo//HjTj91T8B1oOEKVci6bwFMFsT/OTt1EA8t5MnT6K6uhoVFRUYP348zjnnHJSWlmp6NmpqavDAAw+grq4ORUVF+O///m9MnDhx0PteeeUVrFixAn19fbj44ovx8MMPR7yTSLQ2yz8FDPmQrMfjQX9//6DXDQYDbDYbXnnlFWRlZeF3v/ud3//r6+v9FP5pmkZBQQHq6+vPOIMZC0UipcL9gF0+aBqGggqY8r07aJ7j4DnV7PU+W71G1HnoBzgP/eD9DpMFTE45TCQPml0aERKK0lzU5nhjUQ8qBzGxJ1jeNdDcwPOgDLTQYzbSpToAwDl60b1hOZyHd4CyJiH1sjtgKZkUcpNn8dySk5Px0EMPYffu3di+fTteeukl9PX1Ydq0aXjiiSeEax8ITqcT1dXVqK6uxoIFC7BmzRrceeed2LhxIxITE4X3ff7551ixYgVeffVVjBw5Ev/+7/+O//mf/8FDDz2k+XwoYdWqVXC5XJg5cyaKioqGjaUGDHmDuXXrVixatGjQ63l5edi0aROysrJkP2e324V8IcFPpRFrpA1osGbbgRZiaekAy7IwZBaDySgCJs7xGtbuk17jefSgN5TbuAeuxj2+A9FgskYJOVBT3mgYLLZB36/nXALNLVIlH+FAzkPWAmHMrAegvB5dNFSJXK216Fr/PLjTp2AqqETK5XfCnJqhW/canucxduxYP4/w+PHjqKur8wu/B8L3338Pg8GAhQsXAgCuv/56rFy5El9++aUfYWfNmjW4/vrrBR7Evffei3/913/F/fffryupqLCwEKtXr8aHH36IadOm4YYbbkB+fr5ux/8pY8gbzBkzZqC2tlbz56xW65BpxKqXpJ9aOTgplBRgpEaGTs+GMTUT1rEXAPAKa7uPkjxoLdxt9XAfqwPwIQDAOCJ/IIybNwZ0krquDaHORQqlelC9GlGrgZxiT8jgOUAUGdBTeMD/azj0/bAWvd+9BwCwzbgOiWfPg9li0WUuSizYrKysgJtpKRoaGgb1mxw1ahTq6+v9Xquvr8ecOXP83tPf34//3965x8Wc73/81ZS5pLtupFK5FbnEqFyTZd3SYlcOu0euuZ38WBSWQticinNSKzYPp9Za1i45aV2KOKzLLtq0RbupqJCke3NpZn5/jO93Z2pmTDU10uf5eHgs37595/Ot2Xl9P+/L6/3ixQv06NGjhXfRlJEjR4LL5eLBgwf44osvkJ2djdmzZ2PKlCl0MRRBMZ1eMFuKo6Mjzp8/T/9bJBLhyZMn6N27txZX1X40x9JPIpHg/PnzGDJkCGxtbTXS9yb7QaxMZEQiERgGptDtPRzs3tJRbGIBD8Jnf0JQIg3jCp/9iYZXRajPvCy9L8Nub3Kg0mIivW49oNOoPaItTQiUtXy0dBD122iT1hexSKlpgab8Y0U1Fag8/xUET7PBMDCDyZSVYNs5a+xeJBIJHTZvbciyrq4OHI58SxSbzVb4wC3ba0l9j6aiVrJ1CTo6OnBzc0NERAROnTqF4OBgWFhYYPjw4SSnqQIimC1k4sSJiIiIwMWLF+Hl5YVDhw7B2toaLi4u2l6aVlBm6VdcXIxt27ahuroabm5ubWJCoI7I0EKuqwuG/UCw7AdKv1fUAOHLQjoHKijOBe/hz+A9/Fl6X2wDMHv0kYZxbfqha8++0O3SBXw+v93Cpc0JUTdHQNUp7GkJErG4yUOGMlRFD5SFcfkFmag8fxDi+mqwHN1gPGkJmIamGg3BUgPJNYGiaBSPx2sSjWKz2fT0HeAvoZTNc7YEatcoW5FOOYe5uLhg6dKlqKysxJo1a3Du3DmYmJgQ0VQCEcwWYmFhgdjYWOzevRtBQUFwdnZGdHQ0eZO9QUdHB6mpqQgNDYW/vz8WL14MBoPRbsO11Sm2oQuJuvcG09oJXYdNlR4vL5GK55tdKP/xffAfS0cmvaYNFfpJW1q0YKjQnBC1olxhcwp7WsSbkGyLvlVFGFePoYPKG6dQeSsJ0NWDsfcCsAdNoHdlbRmCbQ2Ojo745ptv5I7l5+c3ceNxcnKSC9Pm5+fDyMgIlpaWrXp9KhJ0+fJlpKWlgcvlYsSIEXSYt3v37ggMDMTDhw+xZcsWxMTEkM8xJZC2kveA6dOn4+nTp/T/GD169MC5c+e0vCogOTkZffr0UdgX1p6zQRVB5WUpoVEVCtThVUFY8gfqCrIgKH6EhrIiABLqQtCz6PVXJa4WDBUao6qvEIDS6TWa4mX8WkgkElgu2a+xazZUlKLypxgInz+Grqk1uvkEgtOjN/2ebzygoLloMgTbGIFAgAkTJmDZsmWYO3cukpKSEBkZibS0NLld5uXLlxESEoIjR46ge/fuWLduHWxsbBASEtKi15XdJR46dAixsbFwdnbGw4cP8dFHH2HlypW056xYLEZKSgoiIiKwc+dOjBkzpvU3/h5CdpgdHB6Ph8ePH+P69eswMzPT9nLkUOVnqaqQqD0s/dSdzKKjowMxkwkJ2whGjsOk6+TVQlDyB4QlfxkqNJTmo+7+BQDaN1RQFqKWFYPGoWrNzpoUQ0dXcx8tvNzbqLwUD4mgHuz+o2A0YQFYXY3keitbU2ms6RBsY5hMJg4fPozQ0FBERUXB3t4eX331FfT19bFkyRIMHz4cy5cvh7e3N4qKihAQEICqqiqMGzcOGzdubPbryYZgBQIBeDwe8vPzceTIEbi5uSE+Ph5JSUk4efIkVq1aBUD6/nB1dUXv3r2Rk5ODMWPGkLCsAsgOs4OTmZmJ1atX49q1a9peisZpT0u/xsgaKlBFEhoxVLDpBz3z9jVUkC3saewdq84Ou7mUHvoHdJhsWPj/8+0nq0Ai5KPq6jHUP7gCHT0mjLz9oT9wLF2dLJvvk0V2h93YMEIkEqG6uhpdu3alBaG147jeJWRFLjk5GUeOHIGNjQ2ys7Nx/PhxOry7efNm5Obmwt/fX+7Bds+ePcjOzkZiYqJW1v+uQ3aYHQBV5grZ2dnQ09ODn58fCgsL4eLigi1btjQpY++IaGo2aHNfU11DBdlCIp2e/eQNFcqe0jlQ5YYKb/KgbWSoACgv7GlJsY3aiEWtNl4XlhWhMuUAGl4VQ8/CDiZTV4NpbgMWi/XWnldFeVBKOAsKCjBv3jxYW1tj8ODB4HK5GDZsGOzs7Fr8PoqNjcXJkydRU1MDZ2dnbN26VeFQ5/Lycnh6esqFYX18fGibO01A3cPZs2exd+9eTJo0CQ8fPkRxcTFKS0tpwQwMDERQUBCSk5Nha2uLwYMHAwDmzp2L4OBgFBUVkd5MBRDB7ACoMldYtmwZXF1dsWHDBpibmyM2NhZLly5FSkqKWuOAOhKqZoNqwtKvpYYKilx7GFa90MVSkaGCNIyr1FDBph+YPfq02lChuYU9zZl9+rZ+UOkg5Zbt2CQSCeqzrqIqPRFoEEB/8AcwHPs3MDldoaur2+LqZGrtdnZ2SE9PR0FBAX777Tf873//o0dnnT9/vtk9iD/++COSkpKQmJiI7t2749ChQwgICEBaWlqTa+Xk5KBPnz5ITk5u9vrVQSKRoLKyErt374ahoSE2bdqEadOmIS8vD3v37kVgYCDS0tKgo6MDa2trBAQEYNu2bTh27Bj69u0LDodDh7bftfTOuwIJyb5nSCQSDB8+HF9//XWnm7ze0kIi2V2lrPl7c5EtJKI+LJWFOUV1lRAW59KORA2lhX9N+QBlqNCPLiZS11ABaL1jjzJUzT6VzYO+iFkGXRNLmM8Pa9b1xfw6VKUeAS/3NnRY+jCetBScPlz6YUTVDE51kAq5NDwtG4KVSCSoq6trUftGfHw8zMzMMHPmTABATU0Nhg0bhitXrjQxGzh8+DAePXqEiIiIVt2HLCKRqEk4eeTIkSgvL8fu3bsxa9YsAMCvv/6KjRs3YsCAAYiOjqbP/fbbbzFkyBC6HU4sFmPbtm0ICAhAz549SQ6zEWSH2cE5ceIEbG1tMXLkSACgJ0t0xpl4LbH0u3HjBlxcXGBhYaERQwV1ColoQ4U+XLD7cAHIGCoUP4KwJFfGUCENgIyhwptKXEWGCoCGHXsaoW4/KCTq92FSCJ8/RkVKDESVpejSvQ9Mpq4E09RKo0OelVXB6ujoqBRLVSmRxYsXyx27fPkyTExMYG1t3eT8nJwcFBUVYfLkyaipqcHYsWMRHBwMIyOjFt2TrFi+fPkSbDYbhoaGOHbsGKZPn47MzEx4eXnBzMwMgwYNwpo1axAaGoqjR4/C398fAGi7Piq1wWAwsGPHDuL2owQimB2c0tJSJCQk4Ouvv4apqSkiIiLg6OiI/v37a3tpWkdVJe7r16+xa9cuPHr0CDExMW1uqEChNMzJYDQ1VCgtgJDyxFVoqNCXrsZlWTuCxdFv12HVyvKgErEYDF09cDict+ZBJRIx6u6dR/X1k4BYjK4jZsDAcxZYbI5Ghb81VbBv85uWPS8kJESp4BgYGMDd3R1LliyBUChEUFAQQkJCsG/fPrXXQv0MqQeVgoICbNy4EXV1dbCyssL69evh7OyMzZs3IywsDEOGDMHUqVPBZDIxbtw4zJo1C19++SVmzJghF3aVfYggYqkcEpLt4AiFQkRERODcuXOora0Fl8tFaGioRr0n3zfu3LmDDRs2YOLEiVi3bh1dDauuJ64mURXmlBVaRYYKoqoy+us6ekx06e6ELj20Z6hA8Xz/AnTp3hvd/LbK3Vvj8WbC6teovHgI/PzfwNA3hvHk5WD3cqVzr20Vgm0Lzpw5g+3bt2Pr1q10GPRtZGVlYf78+bh///5bRer69evw9PSUu4/nz59jwYIF8PDwgKWlJdLS0lBRUYHU1FQwGAwEBgYiIyMD+/btw7Bh0paop0+fgs/ndxoLT01DBJOgMdSd+adtvv32W9jb2yucTN8elbiqkA1zUgKqzPZOXFMOcWk+eE+ywXua08hQgQE9C/t2N1SQSCR4sf/v6NKzP7p9skXp/QmLclD232iIal6D3WsQTKasgG5XYzCZTI3Z27WVEUFjYmJikJCQgP3798PT01PhOWKxGPv27YOfnx9dfXr37l0EBATg119/VXl9sViMwMBArF69mo4cHT58GFlZWTAxMcH27dsBABkZGfj888/Rr18/xMbGAgAmTZoEKysrbN++HY6OjvQ1SY9lyyAhWYJGUHfm37sAlbdRhKpK3Pa09Hvb+C8A0LWwgcDYAnqOw2AAGUMFaheqDUMF+mejxHy9QYjKW2dQezsJYDBgOGYujNx90KXLX8JGuRO1ph+0LY0IZPnhhx/wn//8B8ePH1fZysVgMJCRkYHi4mKEhYWhtrYWUVFRdLGQKvh8PgoKCui+0/LyclRUVODKlSvw8fGhz3NxcUFgYCC2bNmCI0eOYNGiRYiMjMQnn3yC8vJyOcEkYtkyyA6ToBGuXr2KkJAQpKen08d8fHywYsUKuZl/HZ13wdJPdtekql9SG4YKkgYhXkQvAtPeFWaz5F1qRNXlqPgpFsLiR9A1Mofx1FVg2/SVM1WQLZSSNQxXpx+0PUOwFB9++CGKioqaDJE+deoUnJycMHToUBw+fBjDhw/HixcvsGPHDvzyyy/Q0dHB1KlTsWnTJpUDqCnXnp07d4LJZCIoKAiA1Gc2MjISmZmZSEtLox8OKisrER8fjyNHjiAhIQFubm4oKyuDubl52/0QOhFkh0nQCOrO/OvoaNPST5FjD6C6kEihocKbStw2MVR40xrTWHh5efdQefEwJLwasHpzYTxxMZgGxk3aX5pTKFVRUQGBQABTU1MAaLcQrCwXLlxQ+fX79+/Tf7eyskJMTEyzrk/lNlksFvLz89HQ0AA9PT04ODhg0aJFWL9+PdatW0e3ihgbG2P27Nm4efMmzp49Czc3N5iZmbVpVKQzQQSToBHUnfn3PkLl5ainfFWzQVuKqlFcylxtFM3PpA0Vhk5S01DB8a8wbo++YLBVh9cl1NrehGQlDUJUXz8hDQvrdoHRhIXguI5v1oQRZfd36dIlREZGwtLSEm5ubrRrT2v6B9UdZCAQCBAaGorU1FTo6enhs88+w4oVK1r0mqqgco0zZszAzJkzkZGRgeHDpbNdXV1dsWbNGmzZsgUJCQn4+9//DgCwt7dHTEwM7epDql41BxFMgkZQd+ZfZ0CTln4tGcXVOA+qan4mw9QKeiaW4AyQTqdobKggfJ4H4bM/gF+lovFWQwXJG2FjMNDw+jkqUmLQUFoAXbMeMJm2GixLe4W75OZA3Z+vry98fHxQWFiI+/fvIz09HRERERg3bhx27drV7Os2Z5DBvn37UFJSgrS0NLx69QqLFi2Cvb19q9MPjd8X1AD2fv36YdKkSdixYweSkpLo95iXlxcWLVqEvXv3YsiQIRg0aBAA0GKpyNiA0HKIYBI0groz/zojLbH0k0gkKC4uRp8+fVpdNdqc+ZmqDRUeQfAsT95Qwcj8TT+oNA+q82YHKq4px6tjWyER8sAZOA6GXp+CyTFAFw0O36ZCsAMHDsTAgQPx2WefyYXEm0tubi7Mzc3VsoWjRnQZGhrC0NAQn376KU6fPt0qwVT2EEUdo3ooqV5PQBqCnTVrFh2CpQSTgoilZiGCSdAInp6eEAgESExMpGf+lZWVYfTo0dpe2jvH2xyJXr16he3bt4PH4yEuLk7jjj2N84Sy0z2oHCC9HoZ+swwV8Kb3U/j8MXSYbBhPWQlOf0/aeUqTRgTUA4gs1M9WGZoYZFBZWYlXr17J9TI6ODjg2LFjrbgj6dpfvHiBnTt3Iioqii4GooSUy+XCz88P0dHRsLe3p12GevXqhQMHDsDKyqpVr094O0QwCRpB1cw/gmpkBfTatWvYvHkzfH19sXLlSnp30dazQRXNz1Q6maV7bzC790bXYVMhkYghKn9Giye/KEdaiduFhW7zw8A0667WhBF118lgMMBisVqcl9PEIIP6emmlsWzOXlP5erFYjGvXruHmzZsYN24cgL/Csvr6+vD19YVEIkF4eDhEIhEmTpwIBwcHOgRLFQUR2gbSVkJ474mPj8e+ffvk8opUqf+7BI/Hw7x587Bx40Z4eHjIfa1xa4U2HIkaGyoo6k0FAEHZU+iaWoPN1ldaqNQSqBxse92zskEGFRUVcHd3x40bN+h2jStXrmD37t24dOmS2tenWkZk//3q1SsEBwdj9OjRWLhwodIw7ffff48zZ85AIBAgKCgITk5OMDU1JYYEbQx5FCG892RnZ2Pt2rVNjLLfNdhsNn788UeFX5OdgAK0TSWuKlQZKsgWEonFYjAs7emHE01VSSsLwWoSdQcZmJiYoFu3bsjPz6cFU1Fb1dtgMBgoLCxEeno6FixYAAaDAQsLC1hbW+PChQtYuHCh0t/nJ598Ak9PT6SkpODgwYOoq6tDbGwsTExMWnDnBHUh9caE956cnBw4OztrexkahaqSZLFY4HA40NfXB4vFol1yAGg89ykLJdgCgQD19fXg8/l0RSYVMqXs6VoaPqV2S2w2u13CjKWlpdi1axeePXsGHo+HL7/8UukggxkzZiA6OhoVFRUoKCjAN998A19f32a9nkQiwY8//og9e/Zg/fr1uH37NgDgb3/7G8rLy3H37l2l3wcAPXv2xLJlyxAbG4vo6Ggilu0AEUzCe019fT3y8/ORkJCAUaNGYcqUKTh16pS2l6VxqEpcSkA5HA4tNJRgyVbjahoqv6ijowM+nw8ejweRSEQ7E3E4HLBYLDonqg5dunQBm81utz7C5cuXY/To0fTu7cmTJ4iJiaFff+jQobTv6//93/+hV69emDJlCubNm4c5c+ZgypQpzXo9HR0drFmzBidOnEBeXh5CQ0ORmJgIFosFKysrlJVJzfUbh7Mb7zqZTCa6dVN/Xiqh5ZAcJuG95unTp9i0aROWLl0KT09PZGZmYvny5YiMjKSLKjoDbWnpJ9srqmrCSOPJLLLh5JqaGnA4HHpX2R4h2HeJgoICuo902bJlOHPmDDw8PLB7925tL40gAxFMglo0LlDoyOzcuRNCoZDuZeusaMLSj8phtqRXlBLO2tpaTJ48GSYmJhg6dChGjBgBLpfbYseeJUuWyIUzKdOH48ePw83NTe7c8vJyeHp6ylVz+/j4aO29kZaWhvT0dCQnJ8PU1BRHjx6FnZ2dVtZCaErneYQjtIrGYtlRqvF+//133LhxA8uWLaOP8fl8uTaBzkprLf2YTGarhjxTr8FisZCamoqCggJkZGTg2rVriIqKAoPBwPHjx2FjY9Os63799ddy/w4KCkJDQ0MTsQSk+e0+ffogOTm52etvCyZMmAAul4uBAwciPDwc1dXVAN6vB9aODBFMgkrEYjGuXr0KU1NTudmW6oqltoVVX18fBw4cgJ2dHSZNmoTbt2/j3LlzTVyJCOpb+uXm5iI8PByxsbGtfvCg3h8cDgeurq5wdXWlHXtKS0thYWHRquunpqbi1q1bCv1gAWkFtaKiHm1iZGQEPz8/JCcn48yZMxgwYAARy3cE8lsgqITBYCA1NRX/+Mc/UFpaCkAaxvrll1/oBm5FCIVCHDt2DIsWLWqvpSrEwcEB+/fvR0xMDNzc3BAaGoo9e/ZgwIABWl1XR6BxIRGbzcapU6ewYsUKzJ07F2w2u1WFRFShkKIqWB0dHVhZWSkVioaGBlRVVTX5U1NTI3fOnj17EBQUBAMDA4XXycnJwZMnTzB58mSMHj0amzdvRlVVVYvuR5NUV1fDyMhI6boJ2oEIJuGtLFmyBLW1tcjJyYFQKERwcDBWrFhBjzaiPjCp/woEAhw9ehQ//fQT9u7dC0D64aWtdLm3tzf++9//IiMjAxcuXMDkyZO1sg5ZMjMz5WwDKysrsWrVKgwbNgxeXl74/vvvtbg6xYSEhCApKQknTpzARx99RIsoVflKOdKo+3tuTRXsnTt3wOVym/yZMWMGfU5KSgpYLJbK37eBgQHc3d1x4sQJnDlzBi9evEBISEiz16NJBAIB7ty5g7S0NDLH8h2DFP0Q1MLf3x/dunVDbm4udHV1sXv3bri4uMidQ/XhJSQk4PLly5g/fz4mTpzY5FpUcUhnNIaWSCT44Ycf8OWXX0JXV5fuvQsMDASLxUJYWBgePXqEpUuXIi4uTi4Mrm1ycnLg5OSkdOCxOpW47VkF6+/vDy8vL/j7+6v9PVlZWZg/fz7u37+v1TBoeXk5bt269V4NX38fIDtMglrMmjUL586dg5mZGQ4cONBELAGpAPL5fMTFxWHMmDEYNWoUAODPP//ETz/9RIe6Gg9gBiD34fo+c/DgQSQkJGD58uX0sdraWqSmptKiOWjQIEyfPh1nzpzR4kqb4uzsrFQsgb/cf5hMJthsNt0PymQyaUMFXV3ddjEiqKmpwS+//KKyN1IsFiMyMhJFRUX0MT6f36xe0bbCzMyMiOU7CBFMwlu5fv06bdk2YMAA9OzZU6GRtkgkwunTp1FTU4P58+fTpfoPHjzAxo0bER8fj48//hgzZszAiRMn6J49atdBfUjJWrC9b8yePRtJSUlwdXWljxUWFkJPTw+2trb0MQcHBzx+/FgbS9QoVBWubB60PcQoKysLlpaWKid4MBgMZGRkICoqCnV1dXj58iWioqIwc+bMNl8foWNCBJOgkrS0NGzatAnOzs7w9fVFVlYWqqur5XYIVFS/rKwM165dg6enJ109KRAIUFhYCLFYjJcvX2Lr1q0YP348YmJicO/ePQDSncm+fftQWVkJgUAABoPR5PpUuwOFQCBASkoKysvL2+PHoDEsLS2bVA3X1dU1qTbV1PSLzkpxcbHSCltZx56IiAjw+Xx4eXlh+vTp6Nu3LzZs2NCeSyV0IEhbCUEp3333HUJDQzFv3jysWrUKZWVlmDlzJn7//Xd4eHg0aRkpLS1FYWEh/Pz86GPV1dW4e/cuxo0bR7uWWFhYIDU1lXYzyc7ORlxcHEQiEa5evYra2lp8+umn8Pf3h1gslhu+TMFkMpGYmAhzc3OMGDFC6+0rrYHD4YDP58sd4/F4ZDRaK5g9ezZmz56t8Gv379+n/25lU33+AAAG5klEQVRlZYWYmJj2Whahg0N2mASlcLlchIaGYtu2bTAwMICNjQ169eqF48ePo6GhgRYo6r98Ph8lJSVyY7NevnyJP/74A+PHj6ePUbksY2NjAMCtW7cASAsdYmNj4ePjg+PHj+PkyZMIDw/H+PHjsWnTJuTl5cmtb/r06XTDeUcVSwCwt7eHUChESUkJfSw/P19uQHFnJCwsDOHh4XLHfv75Z0yfPh1DhgzBvHnzkJ+fr/B7JRIJIiMj4eHhAS6Xi7CwsGY7EREIjSGCSVCKk5MT5s6dS4dcu3TpgrVr10JfX1+hQLHZbNTX18vl4oqKilBRUSHXQlFSUoInT57QRUFpaWkYNWoU1q5dC1tbW3zwwQeoqqpCXFwcnJycEBISgnv37uHbb78FAHrIcbdu3Wix7cgFQwYGBpgwYQIiIyNRX1+PzMxMJCcnw8fHR9tL0wqvX79GcHAwEhMT5Y6XlZVh9erVWLduHe7cuYORI0di9erVCttYjh07hvT0dJw9exYpKSm4d+8ejhw50l63QHhPIYJJUArVGiArjmPHjsWePXvkqlypD6z6+npYWVmhoqICgFTYcnNzYW5uju7du9PnFxQUQCAQwN3dHYDUbcXd3Z3ecVIjo7Zv3465c+fCy8sLLi4uyMnJwYsXL2g3Gj6fDzMzM/z5559ar2psLTt37kRDQwPGjRuHwMBAbNiwAYMHD9b2srTCvHnzoKuriw8//FDu+MWLF+Hs7Axvb28wmUysWLECpaWlePDgQZNrJCUlYcGCBbC0tISFhQUCAgJw+vTp9roFwnsKyWESlKJIhKheS1koQdXX14ednR3y8/Nha2uL6upqpKeny3mB8ng8ZGdnw87ODiwWC3l5eaivr0f//v3pQcR5eXkQi8X0IF9Aanxgbm4ul9czMjJCbW1tk/xfR8Dd3Z3uwQSkQ4n/9a9/aXFF7UdDQwPq6uqaHGcwGDAwMMDRo0dhZWWF4OBgua8/fvxYbkizrq4ubG1t8fjxYwwaNKjJubIhbQcHB+Tn53foXDdB+xDBJDQLZWYDYrEYAwYMQEVFBR0yNTIywvr16+WE9/Xr17hy5Qq9e7px4wasrKxoUa2rq0NWVhbs7OzoQp9Xr17h2bNn4HK5MDQ0lHvNvLw8ODg4tMm9dlYyMzOxcuVKXL9+HYC0LWjOnDlylbwBAQFyvaTN4c6dO1i4cGGT4zY2Nrh8+bLSVpD6+vomVnEcDkehRWN9fb3cejkcDj1+jMVitWjdBAIRTIJGoETxww8/xG+//QZvb2/o6elhxIgRcucZGxvDz8+PFsxz587B3NwcpqamAICqqirk5OTI7S4fPnwIPp8PR0dH+hi1EzUzM4O+vj7ZOWiAxi5EFDk5ORg7dizi4uI08jojR47Eo0ePmv19HA6nSatNfX29wmpiNpstF3mor6+nfXEJhJbSsRM/hHeOjz/+GCKRiPYVbVyMo6+vj4CAAHh4eACQ5u6++OILGBkZAZAWBD148ABcLpf+nuzsbHTt2lUuHFddXY3bt2+/U9ZxHR1FLkTAuzPRw9HRUa4qViQS4cmTJwqriZ2cnOTOzc/Pl3vgIhBaAhFMgkaxtramG79l3XtkkS3v79u3L4YOHUqHX/v3748dO3bAy8uLPufmzZtgMBhyg3QfPHiAP/74A9OmTWujO+l8KHIhAqQ7zHv37sHb2xteXl4IDw+nXZrak4kTJyIrKwsXL16EQCDAV199BWtra4U2jTNmzEB8fDyeP3+OsrIyxMXFwdfXt93XTHi/IIJJaHcUVdhSdO3aFXPmzJHzLF28eDH8/PzkJjecPn0a/fr1o9tVSDi29ShyIQIAU1NTeHt7Izk5GYmJibh9+zb+/e9/t/v6LCwsEBsbiwMHDsDd3R0///wzoqOj6TVPmzYNZ8+eBSCttPX29sbHH3+MadOmwc3NTWHelEBoDmRaCeGd423T5W/evIkNGzbgn//8Jzw9PdtxZZ2D27dvIzAwUK6KV5YLFy4gKiqKHu9GIHQWyA6T8M7RWCypcVEAcPfuXXz33Xfw9fWFp6en1mZsdhYqKysRHh4uN5iZz+eT4hlCp4RUyRLeeagQbm1tLfbv348PPvgAc+bM0fKqOgeGhoa4dOkSJBIJPv/8c5SUlODgwYPk50/olBDBJHQYunbtivDwcPTo0YM+RnKXbQuDwcDBgwcRFhYGDw8PsNls+Pn5YcGCBdpeGoHQ7pAcJoFAIBAIakBymAQCgUAgqAERTAKBQCAQ1IAIJoFAIBAIakAEk0AgEAgENSCCSSAQCASCGhDBJBAIBAJBDYhgEggEAoGgBkQwCQQCgUBQAyKYBAKBQCCoARFMAoFAIBDU4P8B8/gk7km8YbcAAAAASUVORK5CYII=\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl_subregions()" ] }, { "cell_type": "code", "execution_count": 102, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl_subregions(figsize=(5, 5))" ] }, { "cell_type": "code", "execution_count": 103, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl_subregions(color=('C2', 'C9'))" ] }, { "cell_type": "code", "execution_count": 104, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl_subregions(color=('C2', 'C9'), multiplier=1e-6)" ] }, { "cell_type": "code", "execution_count": 105, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl_subregions(color=('C2', 'C9'), multiplier=1e-6, linewidth=5, filename='subregions.pdf')" ] }, { "cell_type": "code", "execution_count": 107, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "1f8937f00d4a447fbb4320dd0d5a7a04", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d()" ] }, { "cell_type": "code", "execution_count": 108, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "402b92869950411c917e053b9ea1eda8", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d(color=[34568, 78905])" ] }, { "cell_type": "code", "execution_count": 109, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4453e344141840c193134d0f10ef1c56", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d(color=[34568, 78905], multiplier=1e-6)" ] }, { "cell_type": "code", "execution_count": 110, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "2b1effedb77349708ccdaf08bbce1b73", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d(color=[34568, 78905], multiplier=1e-6, wireframe=True)" ] }, { "cell_type": "code", "execution_count": 111, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "7b7311311ee6411b907055ff52edf5d0", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d_subregions()" ] }, { "cell_type": "code", "execution_count": 112, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ec04873daaeb4ab0b498171649c79ebd", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d_subregions(multiplier=1e-6)" ] }, { "cell_type": "code", "execution_count": 113, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4dd0b1811ae5426dbbcef0bbdee1e83f", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d_subregions(multiplier=1e-6, color=(250, 250250))" ] }, { "cell_type": "code", "execution_count": 114, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "05aa1ea1ab644e1cbdbe33ca12ef02da", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.k3d_subregions(multiplier=1e-6, color=(250, 250250), wireframe=True)" ] }, { "cell_type": "code", "execution_count": 115, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "219796468d7b4bf5940809f95ecd1f70", "version_major": 2, "version_minor": 0 }, "text/plain": [ "SelectionSlider(description='x (nm)', index=12, options=((-9.5, -9.5e-09), (-8.5, -8.5e-09), (-7.5, -7.5e-09),…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.slider('x')" ] }, { "cell_type": "code", "execution_count": 116, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "eeec4dc579ce4ef6bf1927fdfaa503e6", "version_major": 2, "version_minor": 0 }, "text/plain": [ "SelectionSlider(description='y (nm)', index=10, options=((-9.5, -9.5e-09), (-8.5, -8.5e-09), (-7.5, -7.5e-09),…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.slider('y')" ] }, { "cell_type": "code", "execution_count": 117, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "541b91d33cb1437f8fdefd602eb0b142", "version_major": 2, "version_minor": 0 }, "text/plain": [ "SelectionSlider(description='z (nm)', index=7, options=((-9.5, -9.5e-09), (-8.5, -8.5e-09), (-7.5, -7.5e-09), …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.slider('z')" ] }, { "cell_type": "code", "execution_count": 118, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ec6b31a718114bbab18ada2d67810b95", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Dropdown(description='axis', index=2, options=('x', 'y', 'z'), value='z')" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.axis_selector()" ] }, { "cell_type": "code", "execution_count": 119, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "c930f1fa0a5c49dbb65d73519e258bdb", "version_major": 2, "version_minor": 0 }, "text/plain": [ "RadioButtons(description='axis', index=2, options=('x', 'y', 'z'), value='z')" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.axis_selector(widget='radiobuttons')" ] }, { "cell_type": "code", "execution_count": 120, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "cb278aa2b6cf4a0c9bcad9c4c5a3409c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "RadioButtons(description='A', index=2, options=('x', 'y', 'z'), value='z')" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.axis_selector(widget='radiobuttons', description='A')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `mpl_scalar`\n", "\n", "Not sliced -> error." ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "#field.mpl_scalar()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Vector field -> error" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "#field.plane('z').mpl_scalar()" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane('z').mpl_scalar()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Filter field must be passed" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane('z').mpl_scalar(filter_field=field.x)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Turn off colorbar" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "image/png": 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UY1TvjDJ7GDpLqr/rvraiS82uw1lpdshaUWavHLWJKzO7fUlXxhQb1bePPmNUf4Wr1KhekloaHnJ2Gx6tdRseLpbMDzlHO8wei/VxuNeU6eHi+uCqh59lbYX/ngcAAAQyAAA2IJABALAAgQwAgAUIZAAALEAgAwBgAQIZAAALEMgAAFiAQAYAwAIEMgAAFiCQAQCwQK0D+dy5cyopMRtxBgAAQl32rP4lJSXatm2b9u3bp48++kg+3/mTt7vdbl133XW65ZZbdMcddygxMbHBmwUAoKm6aCAHAgGtX79eGzZsUIcOHTR06FBNmDBBbdq0kd/v1/fff6+cnBxt27ZNv/rVrzRlyhRNmzZNUYaTewAAaI4ump4TJ05Uz5499fLLLystLe2Ca+644w5J0rFjx7Rx40ZNnDhRO3bsaJhOAQBowi4ayM8884y6du1aoyvp0aOHlixZouPHj9dbY4gcQV+FWb2n3Kje6fEa1UuSy+s3qnf4o83qXWbzkFtEm92HktQ6ymwecZLTrIckw1nGUvjnGZvOMj5/HeGdZ9xcZxHb4KLfdU3D+O9169bNqBkAAJqrGr3g6/P59Morr+j48eOqqKi+N7Rw4cJ6bwwAgOakRoE8d+5c7dmzR+np6YqNjQ35msMR/sMbAABEuhoF8u9+9zutWLFCt956a0P3AwBAs1SjV86TkpKUmpra0L0AANBs1SiQp0+frqVLl+rUqVMN3Q8AAM1SjQ5Z9+rVS7/61a80fPhwOZ3Oaq8bf/LJJw3SHAAAzUWNAvnxxx/X1VdfrdGjRys+Pr6hewIAoNmpUSB//fXX2rVrl66++uoGbgcAgOapRq8h9+rVS19++WVD9wIAQLNVoz3kcePG6fHHH9fEiRN11VVXVRsgMWrUqAZpDgCA5qJGgfzkk09KktauXVvtaw6Ho1ECOScnR/PmzdMXX3yhzp076+mnn1bfvn2rrXvxxRf1wgsvqLS0VMOGDdOCBQt43RsAYL0aHbI+duzYRf/l5uY2dI/yer3Kzs7WuHHj9Ic//EH33XefHnjgAZWWhp4M/5133tELL7ygTZs26d1331VxcbH+/d//vcH7AwDAVESM1Pjggw/kdDqVlZWl6OhojR8/XsnJyXr33XdD1u3cuVPjx49XamqqkpKS9PDDD2vnzp3y+80m+QAA0NBqdMj6xIkTWrx4sQ4fPiyfr/qItIb+HHJ+fn61mcypqanKy8sL2ZaXlxdyes/U1FSVlZXpL3/5izp06NCgPQIAYKJGgTxv3jwVFxdr1qxZSkpKauieqikrK1NcXFzINrfbrfLy0PmrHo9Hbre76vJfazweT8M3CQCAgRoF8tGjR7Vt2zb16NGjofu5oLi4uGrhW15eXu3NWm63W17v34bV/zWIExISGr5JAAAM1Og15JSUFAWDwYbu5aK6dOmi/Pz8kG35+fnq2rVryLa0tLSQw9j5+flq0aKF2rZt2yh9AgBQVzUK5OzsbP385z9Xfn6+AoFAQ/dUzcCBA1VRUaHNmzfL5/Np+/btKiws1ODBg0PWjR49Wi+99JKOHz+ukpISrVy5UpmZmXI6I+K9awCAZqxGh6z/67/+S19//bVuu+02ORyOagHX0G/qiomJ0YYNGzR//nytWLFCnTt31tq1axUfH6+pU6eqX79+ys7O1rBhw3Ty5EnNmDFDZ8+e1ZAhQ/TYY481aG8AANQHR7AGx6JfffXVS3597Nix9dZQYyooOBfuFpqErHZTjOqdhq/xO1OuMKqXJG9qslF9YW/35RddwtnrvZdfdAmDup8wqpekm1t/blTfI9ZsPGt7V+nlF11GksPspTW3w+xoWrRh/fnrcBnVOw0/zeqU4/KLGpirHu7HcHO2P17rmhrtIUdq4AIAECku+jTkvvvuq9Wh6MOHD+vee++tl6YAAGhuLrqH/PDDD+vRRx9VcnKyRo4cqSFDhuhHP/pRyJovvvhCBw4c0I4dO3T27FktXry4wRsGAKApumgg9+vXT7t27dIrr7yijRs3atGiRXK73WrVqpX8fr/OnDkjn8+n1NRU3XvvvRo/frxiYmIas3cAAJqMS76GHBMTo7vvvlt333238vPz9dFHH+n06dNyOBxKSUlRnz591Llz58bqFQCAJqtGb+qSzp8XOjU1tSF7AQCg2Yr895YDANAEEMgAAFiAQAYAwAI1CuRjx441dB8AADRrNQrkO+64Q2PHjtXmzZtVVFTU0D0BANDs1Ohd1nv27NGuXbu0ZcsWLV26VEOGDNHYsWM1dOhQRUXV+I3aaKIc0WafP3fEmZ0HOhgXa1QvSf5Ys/MHB83KFfSbnT/4rM/sPpSk7yvNzil+LtqshwRHhVG9JEU7Ta+j8afZ1bdo41NRW/BKZjD8P4dwnE+7Rrd41VVXaebMmfrtb3+rzZs3q127dlq4cKF+/OMfa/HixRzSBgDAUK2fAmRkZOgf//EfNXz4cHk8Hu3atUsTJkxQVlaW8vPzG6JHAACavBoH8rFjx7R06VLdfPPNmjp1qv7yl79o2bJl+r//+z+99957atWqlR566KGG7BUAgCarRi8AZ2Zm6sSJE+revbumTJmi0aNHq02bNlVfb926tcaMGaN/+7d/a7BGAQBoymoUyIMGDdIvfvELpaenX3RN//799eabb9ZbYwAANCc1CuTHH3/8smtatWpl3AwAAM2VBe9vBwAABDIAABYgkAEAsACBDACABQhkAAAsQCADAGABAhkAAAsQyAAAWIBABgDAAgwzhjFnQpxRvSMh3qjen2g+C9iXYPbcNGD6m1RpNsS2yGN2H0rSNxUtjeqTo84Z1UfLb1QvSS4FjeoDTp9Rvb8e5im7Db8Hv2G9S8YDleU03NdzOcx6ML19ScYzmevSAXvIAABYgEAGAMACBDIAABaIiEBes2aNhg4dqn79+um+++7T559/fsF1RUVFuuaaa5SRkVH1b968eY3cLQAAtWf9m7p27NihnTt3avPmzbryyiu1fv16zZgxQ3v37pXTGfp8Ijc3V926ddPrr78epm4BAKgb6/eQv//+e2VnZ6tTp06KiorS/fffr1OnTunbb7+ttjYnJ0c9evQIQ5cAAJixYg+5srJSZWVl1bY7nU790z/9U8i2ffv2qVWrVmrfvn219bm5uTp58qRGjBihkpIS3XzzzZo7d65atGjRYL0DAFAfrAjkgwcPavLkydW2d+zYUfv27QtZ99RTT2nBggXVDldLUmJiovr376+pU6fK5/Npzpw5euqpp/Tss882aP8AAJiyIpAHDRqkzz777JJrXnvtNT399NN68sknNWrUqAuuWbBgQcjlWbNm6Z577lEgELhggAMAYIuISKnVq1dryZIlWrNmjcaNG3fBNYFAQMuXL9fJkyertnm9XkVHRxPGAADrWbGHfCmvvPKKNm7cqF//+tdKS0u76Dqn06kjR47oz3/+sxYtWqTS0lKtWLFCY8eObcRuAQCoG+t3HdevX6/S0lKNHz8+5PPFJ06ckCRlZGTo0KFDkqRly5bJ6/Vq6NChyszMVPfu3TV79uxwtg8AQI1Yv4f829/+9pJfP3z4cNX/27Vrp9WrVzd0SwAA1Dvr95ABAGgOCGQAACxAIAMAYAHrX0OG/RyJiUb1wcR4o/rKxGijekmqdJsNRA+Y/iYFzG6/1Btj2ID0XXmSUf030a2M6qMdlUb19cGvUqP6+Hr4HgLOgFF9dNBvVu8weyyev46gUX0gaNaDU2a3L0kuw/uhLn+V2EMGAMACBDIAABYgkAEAsACBDACABQhkAAAsQCADAGABAhkAAAsQyAAAWIBABgDAAgQyAAAWIJABALAAgQwAgAUIZAAALEAgAwBgAQIZAAALMA8ZxoIJcUb1/qRYo/rKeJdRvST5Yw1nwJqW+82uoLzCfCZ0kddsLvW3MS2N6mOdPqN6SXIZzuE15XOWG19HQBVG9W6H4Tzkepgl7JbZTGfTPUXTecyS+UzmuvxVZA8ZAAALEMgAAFiAQAYAwAIEMgAAFiCQAQCwAIEMAIAFCGQAACxAIAMAYAECGQAACxDIAABYgEAGAMACEXEu68zMTH399ddyOs8/f+jQoYPeeOONausqKio0f/58vf3224qKitJ9992nBx54oLHbBQCg1qwP5PLycuXl5en3v/+92rRpc8m1zz77rE6dOqW9e/fq9OnTmjJlijp37qzbbrutkboFAKBurD9k/fnnnys5OfmyYSxJO3fu1IwZM5SUlKSrr75a9957r1599dVG6BIAADNWBHJlZaXOnj1b7V9JSYlycnIUFRWlu+66SwMGDNCUKVN04sSJatdRXFys06dPq2vXrlXbUlNTlZeX15jfCgAAdWLFIeuDBw9q8uTJ1bZ37NhR06dPV+/evTV79mwlJydrzZo1mjZtmnbv3i2321211uPxSJLi4v42hdLtdqu83Hw+KS4tEG82z9gfZ/YwrIwzf14ZMBwnHDRtwWx8rCp95jOhz1WY/RyLKszmKSdEJRnVS1K04Sxgl+EPIlAP+zh+w+HaCQ6zudKxhvehJPkdZvdjtOF88YDpL5TM91Zb1KHGikAeNGiQPvvss4t+fdKkSVX/nzVrlrZu3arc3FxlZGRUbf9rOJeXlysxMbHq//HxZn8kAABoDFYcsr6Ul156Sfv376+67Pf7VVlZqdjY0GfzrVq10hVXXKH8/Pyqbfn5+UpLS2u0XgEAqCvrA/m7777T4sWL9c0336i8vFzPPPOMunTpoh49elRbO3r0aD333HM6c+aM/vSnP2nLli0aM2ZMGLoGAKB2rA/k7OxsDR48WBMmTNDAgQP11VdfafXq1VWfSc7IyNChQ4ckSf/6r/+qq6++WiNHjlRWVpYmTpyokSNHhrN9AABqxBEMBoPhbiJcCgrOhbuFJuGeEcuN6itbmb2ZqPwKw3dkSfJcYfbc1JNi9i6U8raGb0ZK9hrVS1LbNmeN6jsnfW9U3ynerF6Srow5Y1TfPqrYqL6Vq8yoXpKSnB6jehve1OUO85u6YhyGVyDzvdW2HU81+m0CAIB6QCADAGABAhkAAAsQyAAAWIBABgDAAgQyAAAWIJABALAAgQwAgAUIZAAALEAgAwBgAQIZAAALWDEPGZEtEG92LunKOJdRvT/G/Ly1AcOT5wYNn9o6Ama3H/Cb3weeCrOf41mf26i+qCLBqF6S3E6z8zhH18N5nE35Zfaz9DvLjeoTVGFUL0kBmd2P0TI7F7avHkY0mJ5Puy7YQwYAwAIEMgAAFiCQAQCwAIEMAIAFCGQAACxAIAMAYAECGQAACxDIAABYgEAGAMACBDIAABYgkAEAsACBDACABQhkAAAsQCADAGABAhkAAAswDxnG/LGG84xjzZ4X+uthcGnA7FuQ4QhbyXB8a6DS/Ll1RaXZn4OSilij+nPRZvWS9L0v3qjedB6yy3COrw0CDvPHks9hNpfa7ag0qo+th7nWgTD8LNlDBgDAAgQyAAAWIJABALCA9a8hT506VX/84x+rLgcCAZWXl+vXv/61rr/++pC1RUVFGjhwoOLj//Y60qhRo7RgwYJG6xcAgLqwPpCff/75kMtz5sxRZWVltTCWpNzcXHXr1k2vv/56Y7UHAEC9sD6Q/97bb7+tDz74QG+88cYFv56Tk6MePXo0clcAAJizIpArKytVVlZWbbvT6VRiYmLVmiVLlmjOnDlV234oNzdXJ0+e1IgRI1RSUqKbb75Zc+fOVYsWLRq0fwAATFkRyAcPHtTkyZOrbe/YsaP27dsnSdq9e7diY2M1YsSIi15PYmKi+vfvr6lTp8rn82nOnDl66qmn9OyzzzZY7wAA1AcrAnnQoEH67LPPLrlmx44dmjhxopzOi78x/Idv3po1a5buueceBQKBS9YBABBuEZFSJSUl+sMf/qCRI0dedE0gENDy5ct18uTJqm1er1fR0dGEMQDAehGRVJ988onatm2rdu3aXXSN0+nUkSNHtGLFCpWVlamgoEArVqzQ2LFjG7FTAADqJiIC+c9//rNSUlIu+LWMjAwdOnRIkrRs2TJ5vV4NHTpUmZmZ6t69u2bPnt2YrQIAUCeOYDBoeFr7yFVQcC7cLTQJE+9ebVRf0dLsrQzeFubPK72tzGfGB9kAAAxgSURBVKZDVLQyu/2KVmYnsg+0MjuZvyQltCw3qk9OLDWqb59w1qhektrGmv1Ot40xq0+OMv+b0spV/RMntZHk8hjVJzgqjOolyd0EhkvEOMx+J7t1+qbWNRGxhwwAQFNHIAMAYAErPvaEyGY6zzhgOM84UA+P4mCEz0NWwHwmdKXhTOVy03nKPvN5yHEus0OlsU6zQ6Wm85Rt4K+HT6X4nWaPR7/hL5RpvST5mIcMAEDzRCADAGABAhkAAAsQyAAAWIBABgDAAgQyAAAWIJABALAAgQwAgAUIZAAALEAgAwBgAQIZAAALEMgAAFiAQAYAwAIEMgAAFiCQAQCwAIEMAIAF6mG0O5q7QIzZMPCA4aMwWA+P4qDhU9Og+Tx0M37zBgJ+szuhotJlVO+pjDaql6TSyhij+jhXrFF9tMNvVC9JTkfAsD5oVO+3YD/N7zDrwe80/x7c8hlfR22F/54HAAAEMgAANiCQAQCwAIEMAIAFCGQAACxAIAMAYAECGQAACxDIAABYgEAGAMACBDIAABawLpAXLVqkpUuXhmzbv3+/MjMz1bdvX2VlZSk/P/+CtcFgUMuXL9eAAQP0D//wD1q0aJH8fvNT2QEA0NCsCeTvv/9ec+fO1ebNm0O2FxYWaubMmXrkkUd08OBBDRo0SDNnzlQwWP18rVu3btXvfvc77dq1S7t379aHH36o//zP/2ysbwEAgDqzJpCzsrLkcrn0k5/8JGT7nj17lJ6ermHDhikmJkYPPPCAvvvuO3388cfVrmPnzp366U9/qrZt2yolJUUzZszQq6++2ljfAgAAddZo054qKytVVlZWbbvT6VRiYqJefPFFtWvXTnPnzg35el5entLS0qouu1wuderUSXl5eerTp0+1tV27dq26nJqaqvz8fAWDQTkc4R7HAwDAxTVaIB88eFCTJ0+utr1jx47at2+f2rVrd8E6j8ejxMTEkG1xcXHyeDwXXOt2u0PWBQIBVVRUKDbWbKwaAAANqdECedCgQfrss89qXRcXF6fy8vKQbR6PR/Hx8dXWut1ueb3ekHVRUVEXDeOUlKRa94Pqfv/q7HC3AAARz5rXkC+mS5cuIe+q9vv9+uqrr0IOTf9VWlpayNr8/Hx16dKlUfoEAMCE9YF866236pNPPtGePXtUUVGhtWvXqn379urZs2e1taNHj9YLL7ygb7/9VoWFhfqP//gPjRkzJgxdAwBQO9YHckpKitasWaNVq1apf//+2r9/v5577rmqN2ndfvvt2rVrl6Tz79QeNmyYxo8fr9tvv13XX3/9BV+3BgDANo7ghT7QCwAAGpX1e8gNyeSsYAiVmZmp6667ThkZGcrIyNDtt98e7pYiQk5OjsaPH6++fftqzJgxOnLkSLhbijgvvPCCrr322qrHXkZGhg4dOhTutiLG0aNHNXjw4KrLxcXFevDBB3XDDTdo6NCh2rZtWxi7ixw/vB8//vhjpaenhzwu161bd+krCTZDRUVFwTlz5gS7d+8efOaZZ6q2FxQUBDMyMoJ79+4Ner3e4HPPPRe87bbbgoFAIIzd2s/j8QTT09ODp0+fDncrEaW8vDz44x//OLh169ZgRUVFcNu2bcEBAwYES0pKwt1aRHnkkUeCzz//fLjbiDiBQCC4bdu24A033BC88cYbq7b/y7/8S/DRRx8NlpeXBz/66KPgjTfeGDx8+HAYO7Xbxe7Hl156KTh9+vRaXVez3EOuj7OC4W8+//xzJScnq02bNuFuJaJ88MEHcjqdysrKUnR0tMaPH6/k5GS9++674W4touTm5io9PT3cbUScdevWadOmTcrOzq7aVlpaqrffflsPPfSQYmNj1adPH2VmZuq1114LY6d2u9D9KJ0/+tWjR49aXVeTDOTKykqdPXu22r+SkhJJ0osvvqjFixdX+yzzpc4K1txd6j7NyclRVFSU7rrrLg0YMEBTpkzRiRMnwt2y9fLz80Meb9L5s8vxeKs5j8ej/Px8bdq0STfddJNGjhyp7du3h7utiHDnnXdq586d6t27d9W2L7/8UlFRUerUqVPVNh6Tl3ah+1E6/0Txww8/1LBhwzR06FAtXbpUFRUVl7yuRjsxSGNqjLOCNTeXuk+nT5+u3r17a/bs2UpOTtaaNWs0bdo07d69O+TMaQhVVlamuLi4kG1ut7vaiXBwcYWFhbrhhht09913a+XKlTp69Kiys7OVkpKiIUOGhLs9q7Vt27batrKysmq/szwmL+1C96MktW7dWv3799ddd92l06dP6+GHH9bKlSv16KOPXvS6mmQgN8ZZwZqby92nkyZNqvr/rFmztHXrVuXm5iojI6Mx2otIF3q8lZeX83irhU6dOmnLli1Vl/v166cxY8Zo7969BHIdxMXFhZztUOIxWVd//wau+Ph4zZgxQytWrLhkIDfJQ9Z1VZuzguFvXnrpJe3fv7/qst/vV2VlJecPv4wfPt6k84exebzV3Keffqr169eHbPN6vYqJiQlTR5Gtc+fO8vl8OnXqVNU2HpO1V1xcrKVLl1a9TCqdf1xe7m8igfx3anNWMPzNd999p8WLF+ubb75ReXm5nnnmGXXp0qXWb2hobgYOHKiKigpt3rxZPp9P27dvV2FhYchHJ3Bp8fHxWrVqld566y0FAgG9//77euONNzR27NhwtxaREhMTNXz4cC1fvlwej0dHjx7V66+/rlGjRoW7tYiSlJSk//mf/9GqVavk8/n05Zdfat26dRo3btwl6wjkv3O5s4LhwrKzszV48GBNmDBBAwcO1FdffaXVq1fL6eThdSkxMTHasGGD3njjDd14443asmWL1q5dy+HBWkhNTdUvf/lLrV69Wtdff73mz5+vJUuWqFevXuFuLWItXLhQlZWVGjJkiB566CHNnj1b1113XbjbiihOp1Pr1q3TsWPHNGDAAGVlZWnEiBH66U9/esk6ztQFAIAF2IUBAMACBDIAABYgkAEAsACBDACABQhkAAAsQCADAGABAhmAJOnQoUO69957G+z6jx8/rjvvvFOVlZUNdhtAJCOQAcjr9eqJJ57QY4891mC30a1bN6Wnp2vDhg0NdhtAJCOQAWjHjh264oor1KdPnwa9ncmTJ2vDhg06d+5cg94OEIkIZKCJefPNN3XNNdfo3XfflSQFg0FNnjxZY8eOveg81hdffFEjR46surxjxw6NGDFCL730koYNG6Zrr71WWVlZIXOur7nmGm3btk2TJk1S7969ddttt+nIkSP67//+bw0ZMkTXX3+9HnnkkZDbTEtLU8eOHfXyyy830HcPRC4CGWhiRo4cqczMTM2fP1+lpaXavHmzDh8+rGXLll1wClJeXp7+9Kc/aejQoSHbT548qd/85jdauXKlXn75ZRUXF2vhwoUha1asWKHp06dr586dSkxM1PTp07V3715t2LBBS5Ys0Z49e7R9+/aQmiFDhmjfvn31/n0DkY5ABpqgefPmqbKyUk888YSWL1+un/3sZ0pLS7vg2qNHjyouLk4/+tGPQrb7fD49/fTTuvbaa9WzZ09NnDhRR44cCVkzceJEDRs2TF26dNGYMWNUXFys+fPnq3v37vrJT36i9PR0HT9+PKSmW7du+uijj+r3GwaaAAIZaIJatmypBQsW6M0331S/fv101113XXRtYWGhWrZsWW2qmcPhUOfOnasuJyUlyefzhay56qqrqv4fFxcnp9MZEuxut7vaYfI2bdrI5/OpuLi4Tt8b0FQRyEAT9emnn8rlcik3N1dFRUUXXedwOOT3+6ttdzqdioqKCtn2w+FwP/y6w+G47LjSQCBQdf0A/obfCKAJ+uSTT7R27VotW7ZMycnJmjdv3kXXpqSk6MyZM9XCtqEUFRUpLi5OSUlJjXJ7QKQgkIEmpqKiQnPmzNGwYcN02223adGiRdq7d69ee+21C67v06ePfD5ftdd6G0pOTk6Df7wKiEQEMtDEPPvssyooKKjaK+7Tp4/uv/9+LV68WN9++2219VdffbW6dOmiAwcONEp/Bw4c0PDhwxvltoBI4gg21nEqANbaunWrXnnlFe3YsaNBb+fYsWO655579M4776hFixYNeltApGEPGYAmTJig4uJi/fGPf2zQ29m4caMmT55MGAMXQCADUExMjH7+859r+fLlDXYbn3/+uY4dO6bp06c32G0AkYxD1gAAWIA9ZAAALEAgAwBgAQIZAAALEMgAAFiAQAYAwAIEMgAAFvh/lz9RpgsM0KkAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane('z').mpl_scalar(filter_field=field.x, colorbar=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Colorbar label" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane('z').mpl_scalar(filter_field=field.x, colorbar_label='something')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Increase figure size to fit colorbar." ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane('z').mpl_scalar(figsize=(12, 8), filter_field=field.x, colorbar_label='something')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Colormap limits" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane('z').mpl_scalar(figsize=(9, 5), filter_field=field.x, colorbar_label='something', clim=(0, 1e6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Change multiplier" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane('z').mpl_scalar(figsize=(9, 5), filter_field=field.x, colorbar_label='something', multiplier=1e-12)" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane('z').mpl_scalar(figsize=(9, 5), filter_field=field.x, colorbar_label='something', multiplier=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Saving field" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane('z').mpl_scalar(filename='scalar.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Passing imshow argument" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/png": 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F3MCYZ5GmQgh1QZkQRFk02bMghhrypj1mqQi2wkmmMINLNgPVlqfscnw9TRDkMfkJQoUkNW4GRRtBEFGWIJj8ByryqAd5vAem8QOFRocbfvvb30oqwujRo/HTn/4Ut99+O/r7+/Hqq69i5cqVOP300wHEWRGrVq3Cn//8Z3R3d+Nb3/oWTj311KTvoYcewssvv4y3334bK1aswJw5cxCGIebMmYN169bh+eefR19fH5YvX47p06djzJgxOPnkk/G73/0O69atw+7du3HnnXdi//33xxFHHFHqd+fDDR7Z4CqC8lOU4JNQQWTYHRLIXhxZWiDJdk3AzEWVGlZJkd+wLArO4eJHKBJq4I/kmvZItVNGxrQvyqyJwMep/WqYQTwu6kNwSXUcKIIgoihBqKd6oF+XTw1oZfXAxXhYeO5qFf/3f/+HsWPHJm1hGGLlypW47rrrMG3aNHR0dOCTn/wkzj//fADAggUL0N3djfnz56O/vx9z587FBRdcAACYNWsWtm7dis7OTrz11luYMWMGLrvsMgDApEmTsGzZMlx11VXYvn07pk6dihtvvBEAMHbsWNxxxx244YYb8KUvfQmTJk3CbbfdhiDvfvMKAlY2ibKNccjNy5v9CM0FA4J3gbA/QNgPhFUg7OdtDOG7iF/9DJV+IHyXIdzNEL4b/ycj1QEIEPsQAoEkiG3JGIAn8ctt4k/qmvSn7RqyL8y4HkJpaXIci3+GSp/43kNmvFYdkxAFoU88DkJWyLSoHUMPNQTCwpsoCkgXerGfkwFVReDt4sIu9YOfU2qBqV0PM4hzUipCIwmC2NYqBKGR4QX9usaGFkxqDwAceeD/M/YVxXdePqH0HOcfur4OT9J+8EqChx1kOCFuJEstM5h3hwT/9s8SojAQ4PfO3Dei0eZElzEDEAOhCILaX0ZFsKU81jPMID2XI0GQ30tzCUIjDYou2QtlyyrbshaMhKIFVAWPfPAkYYjDuiYp4QXj3zcfB33bZ2p3yOxnkkMO6s/azXIjkwjUK6Sg3TirnxV7P3UINXDYiifRoYhIJgc2r4KVONQnzECBNiWqqsLgJwiNCC/UWz1oNPxW0cXhSYKHBvLvn6sHUs0Ew8ZNoppA9QGJ84AkAQ4LJulLcFEnsohAvYlCJkHIN5UYasgaS4UaTGSAw1gnwaAuZKkIbrUSqEU3bSvqQ1Bhq4WQjjEThDI7OdbDoNio2gf18B60Kjng8LtAFocnCR4piL9laj3hbSQ5sKgJAXVNPZEoGk1SDPIia6FX/Aj1hOpF0PoFL4J+ra4i5DEr5g0zxNfVx6joUiypLEFw3ea5nv6DouGFRqoHrUAOOLySUByeJHiQoMkB0chSRUBd9IxqgitYMZVButYw3hZ6MPYZyIWRkNgW9qy+ASYxphRHIFtdEM+lfitxsIcZKNLQbgTBVRVopfBCo9UDdevsgYLfKro4Wp4krFmzBkuXLpXaent7ceaZZ2LZsmVSe2dnJ371q1+hUqkkbRs2bBiQ5xyMIL0IDEBUCz2EhlADDD4EbdE3hxxM4YPEhAi4LaR8cI5Fvx4opJg4hBGSoRY/QlaowWRY5KBKMPN2VUXg7ckxoSIUCTNI/YH+DbsoQZCem7h/+pyDlyA0MnPBph40iyB4lEPLk4R58+Zh3rx5yfn69etx2WWX4eKLL9bGbty4EQ8++CCOOuqogXzEwQXD33HAzH02NYHP6ewZyAHJl5Al3RvUgbyqQWkYVQfX692JhAtsRZXU1EaqTz6nyQBAmxWB/GEG+j24EwSXWgj1JAhFDYrNVg8GGzmIGhrnHNxoeZIgQt2KU8Qbb7yBHTt24LDDDmvS0w0iqMqBqS9itJoAwYfAQw6NhgsRaaBy4ISiBCEQ6iM0EGJdBK3PoiK4pDyKc/A+cRz/WSTMYH9PrU8QmhVeaLR60ArkgMOHG4qjrX5z6lacIjZu3Ig999wTnZ2dmDZtGs4++2wfanAEnc1g7q8Z7Ol5LIoD3+OBj4t/MuVc/EmNz3gzGWMG5HMrDxGxehOyy0mUCTXYMh3yqAhxm0oGZOJgCjO4pDuKx0UKJvF7qffW53YjCGKJ4bJ7MNSbILjuu1CPksoh6FoagJ0g8PlMr0YgYmHp11BF27xzaitOEX19fZg8eTKuuuoq/OIXv8C8efPwuc99Dtu3bx/gJx1EUBQF8otbxJLF3jRHECF7cc8BF7LgRChEZBAl840cpydZlXnOLNUgz9bQWbAVTwJkBUBvt5EBxeVPfKvn91fbqDBDWaOiC0EQYSII6rXq9fXIYFAXe5e9FwYqvJBFDkwEoZn7N1QRlH4NVbQNSaC24hRx0kkn4a677sKhhx6K4cOHY8GCBTjggAPw7LPPDvCTDm6IakGWmkBv8sSI8QU/OBzUBbK/FVRQKkSTleooqAYNeywHBaFoyiPvc6mqCMikYKAIglooSVysyxCErM2cqFLRab9dGcijHujEIr96QKFVyYFHebSNJ0HdilPF448/jiiK8PGPfzxpE7fm9HAAueiz7EWVexPANH1c8ybU0hfUlEbJhCj9JKovmgyIwnzkewss53yOsl8YqOvVNiO7Mk9pIgZlQw02FYG3U16EpN+YuaCnPLr6EChSIB4PJEFI+koSBBH1NCjWWz2otzGxVcjBUA4XlEXb/ObUrThV7Ny5E9dffz1eeeUV9Pf345577sGuXbvwkY98ZACfchDA8DedKgQMQe3loiY06hlNn0s2UkN5KxoO1z0bqGaLslC0/LL1MUTSYFMSiDCDPIY2KwLlfAjxuPYlCJUgMo+rQ3ihHuoBhXqrB2HGqxHw4YbiaAslgdqKEwCuueYaAMC1116L008/Hdu3b8fChQvx5ptv4ogjjsDdd9+NUaNGNeOR2xvMbE6kEDCA5VATSHUA+WsmJJ9BxrTLAsqAojDURV2wgQw7MAtxcEuBLKsiALCqCPE98pkVy/oQ2p0giMgbXlBRtPZBvciBCVnKQbO+lXoloTjagiRUKhVs3rxZa7/22mul887OTnR2dg7UYw0NsFQZCIRMBCBd7MmFTvxCX49FlghRaPdyqXfgEHawIRdp0MIMxGRZ1whjKXJgCjXkRRkVoUiYAcjvQ7DBvF/DwBCEogWSGhFeaGTdA5tyYINfotsXbUESPFofWWoCgCTTgVITci/UxDXWdos6oC38OYlDcllpP4P+QWvyI7gqCibkURFo0pBdWdEWZqi3D0G8jzivNk9OgjBQ/oPBqh60CjnwezcUhycJHoWQbtrkpiZkFTqKx+YLOZhJAXGvggt/3ZChKqiPa/Ij2LIbitZGyFIRwK+F3l80zCAeN9qH0AyCkKf+QSuoB0WMie1ADjj8LpDF4UmCBw0hrADBqBjXRTAsUi5qQslnIn0GFAFI2Qk9Lg9pYEF+l6NtfFbYweJHoNps+zAUgauKUDbMAMikgCqYVG+CQBVKGkiCUDa80ArqQZnQQqVJa7VXEorDkwQPCbFhkUnn5rEF1AQHA2MmuSAWeNdQQ9Y8TtfVE5qCQPzCidCCa72ELMOirS6COAdXDPQCSRl7NigqgriYuxRMiudoT4KQJ72xldSDRoQWmkUOOPzeDcXhSYJHApcvowEDks824lOhHmoCX/DVkIOWdaC0Je0WpaEoaSgDqdpiHoUBZvWAaqNCDXmQVReBQ1UReFs6j64imFQFFx+CeDwYCMJAhhfyqAeN8h00myB4lIMnCR4AshQDGOse1EVNcCQS/F6ZZCHHYt8IxaBQ9oMWcmB6VIJQD4qEGlxVBDWjwUVFMJkV1fM8PoRmEoQimzQNdHihkerBYCEHfoOn4vAkwcOIwEAMkjLKUVAfNYGpqkGNduQJBSjEQDUvStc0QjEwpi6a2s0fvqZUR5c2sc8UaqCQV0XIa1Ys40MQj5tFEIpkMOQhCI1WD+oZWihLDpqxXPtwQ3F4kuDhvLkRSRoiIAiz1QRxTmf1QCUPGWqBRh7UMaawg2s4okGQfhWEqdHFj6CGGlxQRkWIx2SbFdXzoj4E8dhWLMmERhAEV4PiQKkHzQ4ttCI54Ii8klAYniR46FA/IxikHSD554tNJVDVBE0ZqM2pGRhtHzRMJhhOoYYyqkHWtVnzuqgLwoc1tfBrlwb6YpHlPTAZFsX+vCpC0TADHx/PZ964STyWFQUzQTCpCI0mCPX0HzRTPRiM5ICj6pWEwvAkwUMGk4+lzxOeCgm5DVHgpCaYzIbq/aWQA7JVBHVe8pwKNeRQEJwVhjxhB4uCkOVH4KmPKqjaCDa4VFdUFQOOImEG14JJlA/BVChJmqOJBKFMeKGZ6sFgJgce5eFJggcJ7fNEIQsArL6BZLGnvAlcEchjYGQyWXBRESRfQp6QQhn1IQtORMOuKNhCDSbY0h7VugjGEISBNOQJMwAGT4KDD4HPlfbbfQgqQcgqs0yGOwr4DwaDejDYyIH3JBSHJwkeKQxrjKwm6H0MhJpAlmW2GxI1D4IpTKGGHFRVwcWHQPTXFTafgdYvKgRyu3iulmI2hRqyKixKYy3fREVCQG4lXSDM4FpRkTIq1psgZKkDzfAfFFUP2iW0UMnobxT8Bk/F4UmChwYTKUjamdBp2qNB9BlwNSGQr1fVBJvh0RpyUPvVhZ8iAq7koJ4kgvQYiCdie4Z6IBy71kZQVYRESVBUBCNxUEhDmKgA7mEG/hxJuyG9UTzWF97mEQRX/0Gz1QNPDmQM5a2ey8KTBA8j5MqLTGsDkKoDoppAEQeHlMi05oLBu5AVclBVA8MceQswlQGjPqwzDImB0q6rCYy8TgRVYZEeR2cG6ITAlOEgV1HMCjO4VlQsmupYlCDU03/QburBYCYHHuXhScJQB18d+bd7TS0QjiOZKJgNirKJUVUBkgUcqZpAgYcyuIGRIgPJOJOKQI2xtBVChjkw13Wm0INyrqoGqmGRvJ2iIoTJ4iy3uWU42PdmMIUZ4jnShdxUcpnPI85dlCAU3ea53QhCK5GD+L6tA+9JKA5PEjys0EhDJPbxBV5WE4yfIGrYQbyPaGC0ZUckSoGiWKgqAjWOj7GFH8ooCPw6G2mw+BNUP4I0xKA02AyLatojBZvCoKoIZIaDYQtogA4zuJZcbgeCUCZ7wSW80IqhhXqRg0q9N3/LgPckFIcnCR46FGKQhhpq7TVFAaHhDz2ClhIpewYEdQB0ZgNXG7iBEUSWAhl+oBQF28Jfp7ACCdu8FkIhhxPUc3OoQTUsUpAVg4hoMxMCQM6EcNm8CSDIQkaqozhn3Fc8xJA+tzmDQewXxwyU/6Ad1IN6hRUGmhxw+K2ii8OTBI8ETqq5QBhiQyJ0NcFoZoyvIT+NGKwGRtFjYPMimBQF3s7b6hZqcEGg/LSMUf0IMJxToQYVVNojNcYEKsOB3r9BfhYqxRGgjYriMZXJUE8PQhZBqHd4oZXUg6FKDjh8MaXi8CTBg0QaZqgdMOi+BcN1WSmRRq9B0m82MJpCCYVUBOrZCSJRd0KhhBeSBT6HHyFt17+V2rIcqOqKlIpgCk/w8XnTHU1GRdOeDOJxqxCEeoYXXNSDPMbEIqGFoUAOPMrDB2o8ZAifNZSJUSQPAUPsM2C1r/Zq5gPE6+Ix5NrFhH7CbB+oc4tzGI4D6ZjJbaafrQKFBPAFX6yyyAsopceGCoywZzhYlQRCRSiS7mgyKto2bWo0QQgRFSYIFTDLOLlPPefvTwQ5xqAe5CEIIegP+EpgJgima9J7ZROEShAkr1ZBxMLSLxNWrVqFD3zgA5gyZUryev7559HT04OLL74Yxx57LGbOnImHH344uWb37t248sor8aEPfQgnnHAC7rzzzqSPMYZbb70V06ZNw3HHHYfrrrsO1Wo16b/33ntx4okn4phjjsGSJUuwc+fOpG/t2rWYPXs2Jk+ejM7OTnR3d5f+3XmS4OG0SEqfTRYykJAHxmJvAicQIqJ0TBZpMD2Dy3HdF3+H+ZgaWlC9B9rP2g8qxKKkPlLH1CJvJQXCYi9XXHRLeRTv65ruGPfrRkXxmCq5XE+CIC7EZQyKZcIL1L8JRQ5UgmAjB3R4ov7kIL5fRr8jMQgzXo1AxILSLxM2btyIz3/+89iwYUPymjp1Kq6++mqMGjUK69evx4oVK3DLLbfgN5w1Iw8AACAASURBVL/5DQDg61//OrZt24af/exn+O53v4uHH34Yjz32GADgwQcfxFNPPYU1a9bgsccewwsvvIBvf/vbAIAnn3wSq1atwn333Yenn34aPT09uPnmmwEAmzdvxtKlS7F8+XI888wz2G+//XDFFVeU/t15kuChwbwAMyH8wGg1wQTDws/7kn7qWRihAjget416UIOoGqRtab8p1GAzLNrKLdvCCgBIFSFvuqPJqGirhVAki8FGENLnsxOEUHreyEgQxHFqX73VA60tJzmI56HbXcmBjSDkJQfNQISg9MuETZs2YdKkSVLbO++8gyeeeAKXXHIJRowYgQ9+8IOYM2cOHn30UQDA6tWr0dnZidGjR+P9738/zjnnHPzwhz9M+s4//3yMGzcOY8eORWdnp9Q3f/58TJgwAaNHj8all16K1atXo1qt4kc/+hFmz56No48+Gh0dHViyZAl++ctfllYTPEnwoCEutBEUuZ9eWMSwg6YmSOMgqQnqfeP7Uc8khA2SL+TCQllARSDsALmuT4bnUVY1dUFuloYqRIAjNBAHfi4aFuU+fY8Gk4pg205YJQy2MAOgE4S0XScI6RzuBEG/xo0gSApDncILIhqhHqjIIgc2gmBCBYODHHA0Skno7e1FV1cX7rvvPnzkIx/BKaecgkceeQSvvvoqhg0bhvHjxydjJ0yYgC1btqCnpwdvvPEGDjnkEK0PALZs2aL1dXV1gTFG9u3cuROvv/661jdmzBjss88+6OrqKvW788ZFDwBmr4B2zpDWSghrizaCOGuBSol02CUyEAUGqV03MAaMSHlkSFMhWTqH2C/WQBDnaCS0aovW7AZdOchKfRQNiibDoq3cslNYgVARbD4EKsxgymSw1UKoJ0FoZnjB1h8/m04OKOTNWmikKdHVa9BsYjAQ6O7uxrHHHotPfepTWLFiBV588UUsWrQIF1xwATo6OqSxHR0d2LVrF3p7ewEAI0eO1PqAmHiI144cORJRFGH37t1kH79G7eP9/H5F4UmCRwpLKMB+HUuIgpYSafg8CRj0PR0gEAMiHVJb9EEfSyQgaTPUYiBIhPb+8xIKl1RHgggkDyX0i2NEEmBSGPg4SkVI+qhvt4SKQFVWVOeylV1WvQd5iiXxZxL7mkkQ8mQvFM1cyGtKpODJAY1GFVMaP348HnjggeR86tSpOPXUU/H888+jr69PGrtr1y6MGjUqWch37dqFvfbaS+oDYsIgXtvb24thw4ZhxIgRZB8A7LnnnhLREPv5vEXRiv+eGkzuURWNcHYOOdRIAbV2BYxJL6hhCG0u2sRI7v/AyYh2XyY/j2vIQZiH9FjYiE8WKRKHZn1u2mokGAgD5UegQg1i7QOxLDOksXrxJMBsVjRBVRHy1EPQyYKdIISI2oYg6KEInTwMBEGwhRVM16T3GdiwQgWB9dUINCrc8Pvf/x533XWX1NbX14cDDjgA/f392LZtW9Le1dWFQw45BPvuuy/+7u/+TgoDdHV1YeLEiQCAiRMnan0HH3xw0sfDErxv7733xrhx47TrduzYgZ6enmTeomgLkmByj4polLNzKMOyZtT6BaKQx8QIpAt/pGc4GNMhE1JAPCPTx5HhEuI5jH154fr5Rvxi09RGoY0kDSkp4NdpxAAZhMHqNaBTHm3GR1s9BDNZKE8QqDRGG0FQ/QeUQdE0Ru0T76W+J2O/o/egSNaCCVa/AppDDpqBRhkXR40ahdtvvx2PP/44oijCr371K/z4xz/Gpz/9acyePRu33norent78eKLL2Lt2rWYO3cuAGDevHm47bbb8Oabb+J///d/8cADD+DUU09N+latWoU///nP6O7uxre+9S2p76GHHsLLL7+Mt99+GytWrMCcOXMQhiHmzJmDdevWJSrG8uXLMX36dIwZM6bU764twg2bNm3CGWecYR0jOjsBYMmSJfjwhz+M7u5u7LfffgPxmIMSXEFAVCMEEUvVA+IDJA0jKGEHMGuBJalUszgtg+RjsIUcKL9CZojCBumaIJs1Sb8Iqo1gNwHdbyMIKlHgbVRaYh4VwVZZkUNUEVzqIcTXyJkMWdUUxT4bQUjGOhKE9PdSXj0QUa+qiQMVWqhHWCHPt8tmEYOBwIQJE/Dv//7v+PrXv47LL78c733ve3HjjTfiyCOPxLJly7B06VLMmDEDo0aNwhe/+MVkffqXf/kX3HDDDTjllFMQBAHOO+88nHLKKQCABQsWoLu7G/Pnz0d/fz/mzp2LCy64AAAwa9YsbN26FZ2dnXjrrbcwY8YMXHbZZQCASZMmYdmyZbjqqquwfft2TJ06FTfeeGPp9xgwZtOLm4/e3l4cc8wxmDFjBl566SXsvffe+OxnP4v58+dL4y666CJMmTIFF154YdJ2/PHH4/bbb8dxxx1Hzn3Izcsb+uwtDwaEuwOEu4FKPxDujl+V3QyV5CdDpS9C2BfVfr6LsO/dmCjEGwvEi30I4RxAWGsXviKzoPazErfz/mQ89yfUXkl/RTgO4/EsTK/l3gV+fXIeAAjTMck1oXgN9DalPZ2DxcfaOCaNAx8XsNrvhdW+8qfnQRi3BWF8HAAIwghBAIRhTQmo/Qxq3zaDgKES8p98sU4Ni2HAMCyIyN0eh4VVhTTEC/cegucgS0WgCALlQzAVTHItt+xKEExFkpK2OhCEsubEMqGFIqWUG00Osu4h368YOfi7/+//FbrOhtP+++LSc/zwI9+sw5O0H1peSTC5R8eOHYsZM2Yk4xrl7BxqSNMY5Rf3FiQeA+UaFgVatkOiJgT6PchMhyw1IQisqgHVp92XKuNM/h4KZkBIakHGUItKYKqyCMihBg4qHOCiIqRj84UZgGJGRaA5BMF1/wVb7QMRjSQH8fU0mkUO2l058FtFF0fLkwSTe/RnP/uZRBIa5ewcUnDVlJQUSLJcIFDbGpoOO4ifXGmIQsh0EMMM4vMpIYQABoLAQwU2UmE51n4vZT9jJK+B/ThPqEFNe7SGHQjvghpmMEFVEYoaFRtNEEwFksT3ofarY9S+VlAPipCD+B6WvjqSg1YkBiI8SSiOljcumtyjw4cPl9oa5ewcMsgiCIKaILezmsLAdBOjBZmZDuLYKH2+pI/YyyGZSxkrzedynIWssabPo4A+lpqJa1NCwMfIRIEfy/UJbLs2WraCzggzSGNVsiB5D2ijIkATBPH+/Hp6LGEwrCNBsJkTXQsjSf2BmzGxaCllClmFkFwMiY0yI4ZBkPlqBBpZlnmwo+VJgsk9etppp0njGuXsHAqg1ougtlhrmQpqCiQFU7aDkhKZjkcyVmyDcn8TCZCONTIh34c8Los8nx+mcITyj6CmPppCDWIWQ5aKoBoNTTUR1N0ORXBiUNSoaFIQ4nHuBCF9nvoSBPE4T2qjmrmQN2tBRZF9FuqRrdBocuDRfmj5cIPNPXrNNdcAAK699tqGOTuHIkykQS3NHACKF4Gf09fzsAMSX4Ce6RAwIGkVv21HsYHRGFbIgjhOvcbSV9SbwExkgE9KHNt8CeLPkPhJV1PMVhHMigJtVrRVVNTJghtB4NfG49wIgqtBsUj1xCxyoMKlamIecmCCTTmwoVlhhVYiBba9FzzsaPnshkbCZzcA4e4AlT4grGU3VPrEzAagsjtCZRdDpa+KsK+KsPddhH398fViZkPt3CnbISPTIW5TMh3CQM9QCFzOkZ6H6lxKH3GN2J9kNwTK2JAJY2tjatkLaVYDS455RgPPbghjyQZhyLTMhqysBn4eQjgWlIFhQr+a0eCazQBAIwmUD8FUUdFUbrlZBME1e6FIaEFFo30Hreg5KEsOxrxva6nrKXzs6X8pPcdPZvx7HZ6k/dDySoJHE6GFGpQ+2NUDPs6W7ZAoDOq3d0FxEO+dZCgYFAVjP6CpAppKYFMYikBTEJRTxbSYGhfl4bZQAxAvVtL20cKin7QZVISs0svxuGyCkN6nPQmCzZxYRD3IWy3RdWw6v6WvTuSgXVUDCkPZU1AWniQMcRiUb50QCIu0e9hBWeila2qZDlBDD+mtA5GjBNkhB+M5sglCJmFwAPk5ZPAaCG/LCpdQA4etmFLSJigKKmw1EVTTYjze3ahYT4JQxH/gmr0wkOrBUCUHzciE8CShODxJ8NCREAJIpZET4yA3GPKQgnY9RRwMakKEpApj2lZLh1T9C6SCEI+xEgZxwVfPUdx3QIIkClnn+sZN8r4MkPpUgqCWYC6iIph2eBQhqggmgmDyIfB7DhRBKBteKJLWWDa0MJjJQaunSHqY4UnCUIZJOSCQZhYIPyMknz5W9SAJTdS2lK4EsppQq5uQqSZw0hLkCzkk749SBwjCABtpcFEYXImCpjLIREE8toUaeL+oGriqCCZSQJkV1YqKgBtBEPdjiOcuRxCyKijWO7xQRD2ol++grCnRk4MYXkkoDk8SPCTwzz8yDMEVBKpWAhSiIJ2r93DIdBDUBJ7pIC3+OUIO5KJPkYYMApBLcTCFHghiQBZUgnuoIRQIQ14VQR6Xnc2QjtczGcRj04ZNjSAIZfwHtvBCPdUDTw6aC+ZJQmF4kuBhBl9IgbSugepJiJDq4dK1JuIgqAkQTIpiFUbGr0vHJQt4QmLiFZvxe9lCDkByr/g9qZtLwU4QWImQBHGNSgzitvyhBnG3R5sXQd3EKR7jXjQpnkMOM2RlMgCtQRCKZi8003tQJrRQT3LQLn4DF/gUyOLwJMEjBaEiAEgUhIBBKYJUG0iGHdJh6t4O8YKeqgmSUgC6bgLE8AJhYEzUgqRNUR0IEpAVWgg4Hyr7+UIsMODTBowML4jHtgJKJhWBDi3o5ZepKoL8eirMkDeTAaAX8qIEIY9BsVHhBU8Ois3r0Z7wJMGDhviNHdAyGuJO4cMhYrQ/QR0HCHs1IP1Gz+xqAvcmWA2MLCBDDtr7clAO6v65F9R+DSZCIqgLWaGG0NCn9gOyipCO0SsrmsIMtqyGvKmOjSAI9QwvxPeWf3fUe5fH6/DkIOM+ztUZ6gfvSSgOTxI8jAZGzZ/AyzEDCKJaAaFksEoE1J0hDcQhjhfkUxMEAqMaFCmCkCgGlsXfZUwmgpjZMGJxkcchURD0sIO4oMltoaA6iAbF+Gc+FSFrC2gRapihmQShXv6DgVQPWpkcDGRIoRnkgMN7EorDkwQPHcQaFy+iKUFIxwrHQtiBynBIiEJFURN4+mNNTQjCdPHX1IQakUAUOIUcwAJ7pkKWqpCFhEmp7UhIQ+YUAVcSCDIghBrIcsyS38CuIlDGRjEjIb2ODjNQkr1rsSQ+Jn6OxhOEeqkHjSAH8byG9pLkwKsGNLySUByeJHiQSNUDKEoDE8gC4jLIYp9LWqSYEim0Sfs1MCDZKpoKIQiLuzXkIL4HZjEvlkDm509CGGj1QB2aHBvCCbxPVBGSfqgGRSK7QVARkjZDuqMKriKoBCGdR1+8K0LYIlRrJ5QgCINJPfDkoLHwSkJxeJLgAcDgrVPJAWFajIkCn8SiHqhhB/5pmaUmIFUdasF6JZSQEXIooxJkocS8ommREwc5uwHJMaCHGkR1gPdTKgKHZmwkwgx2/wGTCEJ6n+xUR4ogyJkEbgRhoMILrRRaaCdy0GrEwKM+8CTBI0EmUQCgpUCC8CdwNUEyNkL2IxRUE3hIIQk5hLCGHJL3xfvEEIOgLDCqLesX1gCQqoFwTPWbvAg2FSE5V4iBS5iBz5OXIKTXMr1tgAhCXvVgKJGDwUwMfLihODxJ8JAQiJJ80sZqiyejCyoRoQQt7CCMkUyNSeEkBzWBz8/4OPm5pfBCQhpKhhWKMIVA+JmoA/wcUthB9CMklxGeBPFYDTWEynkeFYH326oqJvMKYQbXYkl8DBATgTxlllWCUE9yEN87H0HIk7XQTHLQaGIAtA854Bi6ex2XhycJHkYEpr8sThbEWgg87JA3LVLYJVIr1wxuXqypCaKBkROBCJDKNKuFlerye8jBFah75ngOU50EU6iBOubXiCqCRgyC7HRHKsyQt1iSC0GwFUlqBEFopHowmMlBWWLgssdEo+CLKRWHJwkeVnBVIdn9UVQTOCh/AqApDKIfQVMTgLTAEr8sgqYmQFj8TWWaxTFiaIE0L9aISCtArLJoCjWIxEEMK8Q/lTTHgC6/XCFk/rTfnO4oXqMShKSvIEGw1UCg1AnX4khlMxcabUoc7OSgmcRAhDcuFocnCR7FIGYyGDZ0AkCPEUs2Q1APstQEsfCSS8ihdrn9fSQPYvciuBCJjHslIYbaw5pMizIREI5hPqZUBPHcpCIAbj4EMcxAEQS1FgIVTmgEQWiUetBMclBvv8FQUw086gtPEjxSGL5tJ14EUU3gIMMOCiGg0iKT7AbAVK459isg3UqaQQs5BGBxpUZDyCE5Z6nikBmfdCUY4iWmMAP3JZCuUGWoEmoQPQocGnFwVBHEwklAOR8ChytBqICVSnEsQxAaqR60unIwVFUDCt64WByeJHjEyCO5U6ZFoY1MixTJhJTdALrAEvcVcBJQ4SGPgMxgMIYceDv1fgVCVNeIg2BYJLsJ0yKHGGqIz+VQA1lh0ZjdoNQzUDZwouohuPoQbNUUxeNWJggu3oN6qQetTA6GgmrgjYvF4UmChxHiF8eAIf7Wn2QvREBY+3CJEK9uHIxZ/QmUH0HbD4LF/0duE63WTGDpvEmFRTEkweczEYba+6M+SCQCkbAOM4wlmUVVQe2qLf5ZoQazYVE0KJrLLwOAyaSYx4eQVW6ZMiTWiyDYqieaCEIrqwftSg7agRiI8J6E4vAkwYMG/6bPyUENQcRigqCMM5ZkNpRtlv0IZjUhmSMKkoU2DSOALtMsKAyaSRGw+w8sREIdlv5SLAMD3bIBQPIjkH3CsclvIBEJgjiYUh75mLw+BLnPjSCQbQ41ELIIgmtp5XqpB0WyFsqqB54ceLQCPEnw0ECmPgqbO/FzSU0A7P4EkUzwT+WsAkuEmhATgyBVE0QDI0EOxC8QFDEIGCO/ZcgKgv7rIBEox5RqALmdEwJeZdHkOeBkgTIvVoI0zGBKeYzHySqCbftnyodQSeZsHYKQp3LiQKkHnhw07jmKwisJxeFJwlCHuo4x4lglB+L20SJRsPkTTNkNppRIqsASNy8qZECtmaCFHBR1gAwtEApCoJCMMlBVAzGjQRzDYaqNwPskb4LBrMjHimQhO9xg9yGYNmwqQxBcN2gqujFTvdWDoUIO2p0YiPDGxeLwJMEjhbKQApArLNZWVsYX+cSUaPAnmOonqGmRrimREYwGxsSzwN+HQCSk96eSIIoY2H5HKrI+e4jMBpksMIkQcGXBVhtBTmWktoW2pzxSYQaXeghJu6hGGAiCODZ+hvoRhGapB43yHQxWctBsYiDCGxeLw5MEDx3Ewpn28bBBvF9DLJ8TIQWFBGhEQfUjJAoCYEyJZPzbvcXAyFUF8VwNMxBkQSQHJFHI+pDhvyQ15KCMkdMc0y411BC3meshJL4Dg4pgS3lM56fCDeZ6CHy8C0GQCihlEISsDIZ6ZC8MFXLgiQENH24oDk8SPADQGXsBY0aCkDbVTHaimqDURkgqKvKNoLinQDU6ZpgY43OkmQKA5D3gBsakZgJ/ltoHRJL9ILxn8e2RPgQqLOECjSAIh6JyAD3soKc70uEGMaOB/7SlPAKyiiBem1UPQTU2NpIglE1vHAj1oNHkoJ1Ug1YlBh71QVuQhOeffx433XQTtmzZgjFjxmDhwoU4++yztXGdnZ341a9+hUol/XPfsGHDQD5q2yOgFkdxm+jEjxABUSiHFjhRoGojALTiUAmsKZGSibHmM0hVAt7HWYLw7GrIQXg/qmqgZj6UhqoWBKY++VgNNfB2bTMn5du2a8pjOkbOZrBt3ET5EAaaILSSetBK5MCrBu7wSkJxtDxJ6OnpwT//8z/j6quvxj/90z9h06ZNuOCCC3DggQfihBNOkMZu3LgRDz74II466qgmPe0gR+JPiGqLeEwUWGjwJ7gYGUk/ghqCqKkJTLwOachB3PRJIQNSqEHo18yLFDlIiInj7yfjc4h3i6ZF1XPAYaqNoBoWVRWBX2syK4oLtGvBJD7eRhDymhRt/gN57vqoB54cDG3VoB7cf6ii5f/Ft23bhhkzZmDu3LkIwxBHHnkkjj/+eLzwwgvSuDfeeAM7duzAYYcd1qQnHTyQ1IRkURVCDVK2QxT7E8SshyhKjY7iZlBqZoRY7hlIizUp2RQBJwMMUt0GHg4R146g5n9Q0zilcSZyQPWXgZLNIP6Mj/UFUg018DbNNxDoBMJmVozbZA8CnSIpGxVFH4JqSAxhIA0WglAByzQoZhEEcUw8ToZIEEKqH+4Egbo+nScwLu5hECQvG2xz6M8S5l6kK0GQvIoiFP7XrmAsKP0y4fnnn8eZZ56JY489FieddBK+973vAQBeeuklTJo0CVOmTEleK1eurD0Pw6233opp06bhuOOOw3XXXYdqtZrMee+99+LEE0/EMcccgyVLlmDnzp1J39q1azF79mxMnjwZnZ2d6O7uTvrWr1+POXPmYPLkyViwYAG6urpK/+5a/l990qRJ+NrXvpac9/T04Pnnn8fhhx8ujdu4cSP23HNPdHZ2Ytq0aTj77LN9qCEnzFtD85/igq4s5ipREMcrYwNqH4hkjwjhWQykQarZkBAIpi/4yUu4t3id+v6o9+wCyqxIhBUo0yKvj8AvpUINunlRMSw6mBVttRFcjYrx/aKEIPDzeLwbQUjvKbwnR4MiRQ7U8IJKEFSYyIG6iBYlB4C7cuBUbbHAAt3KxCBEkPlqJ3Cl+7zzzsOvf/1rfOMb38Dy5cuxfv16bNq0CdOnT8eGDRuS16JFiwAADz74IJ566imsWbMGjz32GF544QV8+9vfBgA8+eSTWLVqFe677z48/fTT6Onpwc033wwA2Lx5M5YuXYrly5fjmWeewX777YcrrrgCANDd3Y3FixfjC1/4Ap577jmccMIJWLx4cZKNVhQtTxJE/O1vf8OiRYtw5JFHYtasWVJfX18fJk+ejKuuugq/+MUvMG/ePHzuc5/D9u3bm/S07QPatMh/Ct/8Obg6kCzO6SKSEAW1KqNCDIJImY9QGQJpcVdITAQttCBlNKjvTVJFhDYox5a/J+r3lIlAvSkk06LaBuihhqRNUxgiiCoC4GZWlMYRFRVtRsU8pZZNaY6uBsWKYM7Mm9rooh6YFtIy5KBeykEZ1aAoBoIYNA2sDi8CNqV748aN2pdZjtWrV+P888/HuHHjMHbsWHR2duKHP/xh0jd//nxMmDABo0ePxqWXXorVq1ejWq3iRz/6EWbPno2jjz4aHR0dWLJkCX75y1+iu7sb69atw6RJkzBr1iwMHz4cF110Ef7yl7/gpZdeKvWraxuS8Kc//Qlnn3029tlnH9x+++0IQ/nRTzrpJNx111049NBDMXz4cCxYsAAHHHAAnn322SY9cZuCWDgDZfGOjxUSUAs7SG087MChhSoUcgBFQQBkNUEMOYCHG9QMDD3kQIUaiLVba8tFCjLUhKRLURW4YZETAFOoQQ4LpNkNVIlmQFYR0rn0cIOpomLaRpRkLuFBEN9Xcg8DQaD77eoBQBMEFXm9B0OBHNQbTScGAhoVbrAp3Zs2bcILL7yAWbNmYebMmbjpppuwe/duAMCWLVtwyCGHJNdNmDABXV1dYIyRfTt37sTrr7+u9Y0ZMwb77LMPurq6sGXLFkycODHpq1QqGD9+PLZs2VLqd9cWJOH3v/89zjrrLHz0ox/FHXfcgY6ODm3M448/jscee0xq6+vrw4gRIwbqMQcPqMVR9SHwn5HSzsMOHKI/QZwrS02ojZNDEDyNUSQrkEMO4ntQvgW4EAUTXMZImzsFwk+FNKhGxawyzFRtBDVcwH+KKgK1DbRoVuSwGRWTcyXMwMfwOeXnoAlCHgWB7pdBkQOJQCCfekCHJ8qFFjw5aA2IHxtFX1lQle4xY8Zg1qxZWLt2Le6//348++yzWLFiBQCgt7dXWsdGjhyJKIqwe/duso9fo/bxft7Hx6p9ZdDyJKG7uxsLFy7EBRdcgCuuuEJTEDh27tyJ66+/Hq+88gr6+/txzz33YNeuXfjIRz4ywE/cpjD9EUjf0lkaRqAWeOHc1Z8g/RVG/Js/0/0ICgEQDYzxNUrIIWmXr9dCDUweZ1MYVOTJqhIzG+KffMGU+wE9kyEeJ9dGUMfZyi5TGzhRPoT4PnTBJDXMUJYgqAbFehAEqR86BlI9yGtIzINWJActEVKwoJHGRYBWuleuXIkLLrgAo0aNwvjx49HZ2Ymf/vSnAICOjg709fUl1/f29mLYsGEYMWIE2QcAe+65Jzo6OrBr1y7p3r29vRg1ahRGjhxp7CuDlk+BfOSRR7Bjxw7ceeeduPPOO5P28847D3/9618BANdeey1OP/10bN++HQsXLsSbb76JI444AnfffXfpX9CQBRMWx0hZJUVPQhgBgVBECem5VmgpWeiDdNHOSokE0joKAZM3iGJpzQS1eJK4M2TAalxAIASM7wMhtLv4EpygZDKYfzLtp5gSCSAJNajVFHmoQVURkusEFUGcS89oYML15oJJ5HkJgiA+p/os+hgZeQlCPckB4KYeuKAIOSiDRqkGQx2///3vsXDhQsybNw9f+tKXEIYhenp6sHLlSlx88cXYa6+9AMjK9sSJE9HV1YWjjz4aANDV1YWDDz446RNDBF1dXdh7770xbty45DqOHTt2oKenBxMnTsTBBx+Mxx9/POmrVqt47bXXpPBEEbQ8SVi0aFHiCM1CZ2cnOjs7G/xEgxi2xTGCFB5gjKW1EbTCSpZCS4Cx2iK/Dyy7RAYs/slYrY1XYGRIaiYk70V46URBPqdDLMjc5ClLTaCIACAqC+kCaqqToC7+omFRvNaWyWBSEfi5zYdAhRmaQRBciiM1kiB4csDna0Ni0KBiSqLSfeGFFybto0ePxk9/T73jkAAAIABJREFU+lMwxvCv//qv2LZtG1auXImzzjoLADBv3jysWrUK06ZNw7Bhw/Ctb30Lp556atK3dOlSfOxjH8MBBxyAFStWYM6cOQjDEHPmzME555yDM844A0cddRSWL1+O6dOnY8yYMTj55JNxyy23YN26dZg5cybuuusu7L///jjiiCNKvceWJwkeAwtVWtfSIlnqOWA1gyDCQCAGSBd+vr8D3wZa2lpaUAO4mgAkZICPkHaJ5ApEFI8TF3Bx0yeI7XxuC1FI2oW+eqkJUpNBOZCKJEkhBLo2QkUhE7aUR0AMNwh1FIiKiiYfgvG8iQTBJb0xb+aCCfUqhuTJQfNQMgvQCJvSvXLlSlx33XWYNm0aOjo68MlPfhLnn38+AGDBggXo7u7G/Pnz0d/fj7lz5+KCCy4AAMyaNQtbt25FZ2cn3nrrLcyYMQOXXXYZgNgouWzZMlx11VXYvn07pk6dihtvvBEAMHbsWNxxxx244YYb8KUvfQmTJk3Cbbfdln6ZK4iAlU2ibGMccvPyZj9CcxEBlb4AlT6gsguo7GIYtgsYtoth2K4oPu99F5Wd7yLcuRvBzl1A7y5E7+yUFvwgCGKiwMMOYRAv9sJ5ENTaeNnm5Jr4xSpCu9DHwpR4sDAEKgFYvBsSWO3F21gYbxHNkjGI2ypAVAnAwrgvqojtAEJIbfE44SWcRxWmtMXnqDCwCouVjzA+DyoRgpAhqNQW/UqESiVCGDIMCyMMq0SohFF8HEbYo1JFJYiPw4BhWFCN+4IIw8Iq9qiFHvYIqxgWVLFHrX+PoCqRgz2CqqYihLV21Ytg27hJraiomh+BYibFehOEPIWRKNgKImWh1cjBYAgp7HHAH+s+58HfvaH0HFsWXFmHJ2k/eCXBwwyCPzIxtVELIeTwJwBSaCHZ/CmB4kcI40wHxoBA3aRJDDkEQjsPN0BWC0RFQVUTJFWhKMgsh7RN3bNBbQNoUyIAKdSQZ5dHU9nlIj6EPKWWOVSC4FpiOW9xpIFSDwY7OWhn1YCC37uhODxJ8LAjyuqPwMKQ9idwolA7l4gC34RLrJEQxd/043lT34JoYoxDDWnIISUFtdW9FnKQPhNEosDS8eqmTmKbRDIEsuEMkQjwn4FsWtRSIZVQg602gpSuaEl5BITUSHLBZ8kcav0Dkw+Bn/M5xHNTqWX+fPy9qPMk1wjHNoLQLPVgMJODwUYMPOoDTxI8sqGmKYoqQu0DjvYnGIyMfE4g3VKa2AxKMzEGLBkXZzUwQS0QFvyI1ZiFkOXACQeTb5HLg5CbKAiHAdksmQ/VMsyAalRUihoJ400pj/QOjkwjGSajIuVDaARByNp/QeqDDleCUFQ9aIQpcaiSg0pQ/5BIJoZsUL08PEnw0FFbeE31AeSxKWGQiAKQqgFBShxYCF1N4PMgIyWSIQk5iLtBSiEHcTFWlQNRXhBCDVBIgy3kkBmOUJ9BOmZQTYuAntkgttlqI8hbO9tTHuVCSbIPwUgIDD4Efh7PNXAEYaiTA08MisOHG4rDkwSPGJwUUCugVHosikMMjCEQ6x+Y/AkiUeB9FZkAJGoCoJEDSWlIQg1BGnIgaiZoIQeJBDDd0wBiXBFYyIEIaRMnoV8NNYTKwiuGGtTdG8Uwg2vhJBGUUTG9tyn9sb4EwWZQbFWC4MmBGc0mBhK8klAYniR42P+AspJfJHIg+BMoolAzMpImRlNKJO9jYqghNTCCUBaokANjgW5eZOkxVIUgQ1HQQHz2BkEqx4gqAsCTN4jUR5iMihHRVxtvMSuqvgZKRTAZFbV9HqAv9C5ZDBRBKBNe8OQg7zxDlBh41AWeJHi4o+ZHYDVvQlIDQfQnUEZGNeOBhx3ED0+xwBIAadWt9WmhBt7HayZEkFYUbfFnMHsSxHOhrd7ZDpwsqLs+UmqDWBtB7ePqgFo4icO2yyOQz6io+hCaRRDyFEYqYkysJznwxKDV4MMNReFJgocZSfll4ViBXHkx/bZvNTKmF9NqAswpkVrIQfwwVkIOEjlQ1QmmZDigBCFQUx4DpQ3yY3LQ+zPooQYAxlBD3KdXWKRApTzG7UroQiEb6fPp2Q3UPOqzy31Ke06DogpPEKh5BmZBbA9yUIMPNxRGbpLwt7/9DUEQJPWoPdochj8evh5YzYsRE0yKcthB9ieoaY3KV35pPv4Agd6nkgL+fJTCkFwDSN8iqDCCoh7kgu3zWOkTMjYlqIt+2k5nNfBrpI2RyIXZ7kXI40OgjsVnJ+9v6Yv7yebaNerYciGGoUAQPDmwwJOEwsgkCW+//TYefvhh/PznP8dvf/tb9Pf3A4h3sTr66KNx0kkn4ROf+IQnDYMImcQgYlIYwaomUGGH2jxJpgMFqlwzRD+CTgykLAeGdPIaCVCVg+Qa4v0zlTgU/JCh3l+ykZPQpu7VoIUYlKwGqU/xEFBqA4ea0RDPbSIEdtJA3cNULCnuE57DYlLUnrmJBKHR3gOvHgwQfHZDYRhJQhRFuOuuu3D33Xfjfe97H2bOnIkzzzwT73nPe1CtVvHXv/4VGzduxMMPP4xvfOMb+MxnPoPPfe5zGDbMRzAGLSgTY141gYKhCqN2b4GASO1KYSUO0pBYuyZggf52DERCRd6wRBDoGQ5pnx5a4KD2akj7dE8CBWqPBvpe+VSErHLL1DXpvdRnVK+xwxMEdZ7GL4BtSw48SsO4op911lk44ogj8J//+Z+YOHEiOeYTn/gEAGDz5s34zne+g7POOgs/+MEPGvOkHgMCo4pAEYQiagLfBMoUclDuRdZNSFIgA3mKWtXFhBxohZcCu3JAPouh3YaAkRJCuqGT3mfzI8T9qUKgeRIshkUTeKihqIpgOo/ntqsItvasMEOepWqwEwSvHrhj6O5QVB5GkvBv//ZvzvtQH3744bjxxhvx8ssv1+3BPFoH+k6QyuJTVE0QQw5KBUcNvNqj+jVU3D6autaiYljJQU4wvjBKmQwZCgKx4HPY/AgAEj+CGmqgYCqelPQX8CKoba7ZDGVSHfOUWPYEoTwGAzlI4ElCYRhJgitBEHHooYeWehiP1gK5ftUIAosYAmXxdVYTbIIyDx+Y0iGh+BIojwHlS0CqSmSSA8XcmBwX9SUQKY5qfxgU8yMAeqjBpXiSChcVIW3Tn882X9JWwqhYZJOmIuMbSRDaJbwwqMgBh/ckFIaTgaC/vx/f//738fLLL2P37t1a/7Jly+r+YB5NAGXUE1dTW8ghj5ogZjlQNRMUJOmQlC8hSYmE0ZfAGLN/SIghCuEt1qVGgvgsQo0EEyHgcPUjqGWTTfPx68Rtn/NmNFBtpm2fkzkNz1KPZSivD6FeBGGwqgeDkhzU4MiVPQg4kYTLL78c69atw6RJkzBixAipz/bh7jGIIKyerFYzobCaYJrfxcCYjCXqJPA+wpcgj0nVBBejohHqJ0/t3BZmoCBlNhBhA5sfAaC/tdu2g7Zdn1dFSK4jwgxyv/hs6v3VsdkqQrsQBE8OPNodTiThqaeewvLly3HyySc3+nk82gVSJUU3NSEtsCQYGG2ff6qBMSjgSxAIgWv2Qm6Ypgvim4tbRLtCLMVM9vF+oSqii2ExnUNXIjiKqAjUtXzp8QShODxBqBO8klAYTiRh9OjRmDBhQqOfxaNVoBkVhXOl8mKiJmRlOkiVFaUJ9N0hbQbGGpx9CQ6fsTKJUGokCH5Ep88Zy/0CyDUSAlFBCMxKgc2PEPe7GxbViori9XnqIhQNM8jPp5y3KEFoRnjBk4M6w3sSCsPpv5QLL7wQN910E7Zt29bo5/FoEpzU8UhZjNQsB0AmEXy8GKpwTSfg2QzM8JLuKY6nnpvVvtSLoQihhHOLQfQjaKZEwo8AQNunwdWwmMzLt4vOkdHAn1Xtc8lmGKwEIaz9rww8QWgAWB1eQxROSsKRRx6Jb3zjG5g9ezZCcfOeGn73u9815OE8mgzTHweLZL+BTU2gTIx8h0ixZoKoJjg9Ww5fQtEP3TwfDOotAq4cyM3i7o/ixk4mPwKQhhJMfgSTwpCMMRgW1bRJW+iBUhGK+hBcSi5rc7UJQSgDTw48WhFOJOHKK6/E+9//fsybNw+jRo1q9DN5NBOmhbH27V1TAmrEQDIxUrUJqGqJJqgGxtphEDHSl6BtHU3s78AzHIIIYC47B0nPnnO8spiLGQ0U6JRHfWvopE/xIwB62qOLYVG8Nn0WXVGg9mcwEYSsZajIngz1JAit6j9oJEHw5ABDWgkoCyeS8Kc//Qlr1qzB+9///gY/jsdgQmZGQ31uYicfpBKi1EpQz9sItlLLzYTNrGiD61hbsaSy8ARhEKIN/7ZbBU7/BR155JF49dVXG/0sHh4eHh4e9QcLyr+GKJyUhNNPPx1XXnklzjrrLBx44IHaJk5z585tyMN5eHh4eHiUhS+mVBxOJOHqq68GANx5551aXxAEA0ISNm7ciGuuuQavvPIKDjroIHz1q1/F5MmTtXH33nsvVq1ahXfeeQezZs3Ctdde630UHh4eHh4eBeAUbti8ebPxtWnTpkY/I/r6+rBo0SKcfvrp+PWvf41zzz0XF110Ed555x1p3JNPPolVq1bhvvvuw9NPP42enh7cfPPNDX8+Dw8PD48Whk+BLIy2cLU888wzCMMQCxYswB577IH58+djv/32w9NPPy2NW716NebPn48JEyZg9OjRuPTSS7F69WpUq9UmPbmHh4eHh0f7winc8Mc//hHXX389NmzYgP7+fq2/0XUSurq6MHHiRKltwoQJ2LJli9S2ZcsWqXT0hAkTsHPnTrz++ut43/ve19Bn9PDw8PBoTXhPQnE4kYRrrrkGPT09+PznP4/Ro0c3+pk07Ny5EyNHjpTaOjo6sGvXLqmtt7cXHR0dyTm/pre3t/EP6eHh4eHRmhjC2Qll4UQSXnzxRTz88MM4/PDDG/08JEaOHKkRgl27dmmGxI6ODvT19SXnnBzsueeejX9IDw8PDw+PQQYnT8LYsWPda+43AAcffDC6urqktq6uLhxyyCFS28SJE6UQRFdXF/bee2+MGzduQJ7Tw8PDw6MF4Y2LheFEEhYtWoQbbrgBXV1diNRNfgYAH/7wh7F7927cf//96O/vxyOPPILu7m589KMflcbNmzcPDz30EF5++WW8/fbbWLFiBebMmYOQ2n3Qw8PDw2NowJOEwnAKN/zHf/wH/vSnP+HjH/84giDQFt1GGxeHDx+Ou+++G1/5ylewfPlyHHTQQbjzzjsxatQoLFy4EFOnTsWiRYswa9YsbN26FZ2dnXjrrbcwY8YMXHbZZQ19Ng8PDw+P1oY3LhaHE0m48MILG/0cmTj88MPxve99T2u/5557pPPzzjsP55133kA9loeHh4eHx6CFE0k47bTTGv0cHh4eHh4ejUEDlQTXasDtCmOw/txzz80VRtiwYQPOOeecujyUh4czsnbsM3SzQO5Tz9sFEWtNv0214IdyK+xpWc1p0o5KPnXUwBWsylrhN9oCaJAnwbUacDvD+Alz6aWXYsmSJTjnnHPw4IMPYuvWrdqYV155BQ8++CDOOOMMXHbZZbjkkksa+rAeAwDTQllbjLWtn2tb0QahuDcwMTbP9rthGI8Pgniu2jHjxwoY7w9qx1p/7f4BwELo7zHr0UqSB5YzRztCgIiFtZ+B3sf7BYJQRYgqCxEhRJUFqCJ0JhBV4WOAX1MV3jR/BrGtKjyXNJZ8P+K9lHsTC7I6R5X4hI4YQ2RYzKnx6dyR06I+2IjCUCcLASv/ouBaDbidYQw3TJ06FWvWrMH3v/99fOc738F1112Hjo4O7LvvvqhWq3jzzTfR39+PCRMm4JxzzsH8+fMxfPjwgXx2j4EAtb4FIcjlQNi7PiEIosmVH4dBPDYhAPFxENAkQAO/zrQGJqSh5Oqe53LxQ4QFAGPxF5BaO2Pxgh8x8TiQjvniXwnkpbSKECFjiBCgQjxTFSFCbfnlfTVmFNSeMYgAhOkxCxEGUTK2AoaIbAsQ1j4pIwQIwVBlASq1Nj5OujdD8ry1u9bGAhVpHEMl49+qCoYK8Q8SMYaQuNY0PrkOEcKM5C6X58o7p/16hrCBclaVRagErak8NRwNKqbkWg24nWH1JAwfPhyf+tSn8KlPfQpdXV347W9/izfeeANBEGDs2LH44Ac/iIMOOmigntWjgSD/htQ2NZXUoiJI44UPWk2JsEFQEaSX9Aw1ssBVBwWs1p6oDEGqLLRyiCFiAaosQIgQoUoaWIgQDGEQIUSAsDYeAV/8gYqBNJhQRYgKImmxJxd+pU0kCsmzQyAEAlGQ57ETBXGOLAw2ogCgYWSBKwpDlizUGa7VgNsZTsZFIGZHEyZMaOSzeLQKAv61UzyvQVmIE4JAqQgibLUqRBVBDDVYno+ZxnASQIUVDEjIQiAf8/mSMU6TZXRzBYEfgysJISIWIUKNHAgLL1cZqkGsKKikIVYfZGWnKpGGSFITVKWCKwecKIhtgF1N4PeqBEwiENQir7blJQo8jNAMRQGAM1ngoQdPFloIDYrmuFYDbmcMkf9CPOoO6sPFRUWgQg2Z9xL8CApJyfIjkAt/vWH7AGIBGIvDDnk+p0RfAtmn+BJiD0Ig+QtMqCKoeRfCxE8g+xtov4HaRj0bOV5447rfQB2rqxL6PejfZBGPQnwPt3j9QPsU4jkam+A/VLwKjfIkuFYDbmd4kuDhBnGx58bELBVB8CU4hRkMhkXyWXiIgeqrKQ20iVEMORiIhStUeaF2zmq+A1f5IRIVhdriL/eHCQlQjYyAvjBTBkZq8aZAmRjFe1D3j++pEwvJsGghCvpc2QtjOxGFepgavbGxJBqU3eBaDbid4UmCB41EbicWfQqUiqAdK3M5GhaZjTCIfgSiO8lssKG2npNpkXUGU82KlkWX+xL0vjB9CUpAloqQkof0unqqCdSzuiw9We4J0xxZC3/e8Y0iCnnmts/ReFVhsJKFRikJvBrwj3/8Y3zoQx/CAw88kFQDHixw8iRs3ry5aTtAegwgXBZF1ayYpSJo7SFpMJSuUw2LSj8T1AIVRj9CkKY/ZhoWFREgOS5IGjgxYCwgP21U0hAh0H5Fki8BlCehmowTDYxgEWkcBFCLxsu+g/jY7k3Q50n9CRx5sh3i8Y03Msb3Ke9R4M8HuPsU8sxtn6OxXgVgCPoVSsJUDXiwwOm/gk984hM47bTTcP/992PHjh2NfiaPFgFfHLXFWP3wyKsiiFOphkUTDNkLWX4EGyGpZ3ZDkP6y0vl52MEAm5IAuPsSAPrbPocYcqgStRPENhc1gaqbwJ8xj5rQDH+C7Zr0Pu7fppsRfojnaayqAAwyv0KDwg1DAU4kYd26dZg9ezYeeOABTJ8+HRdffDGeeOIJvPvuu41+Po8BhnHNIhfhgiqCEGow3stUQElKeaSvU/0IWvqjAitZKEIiWGD8UBFrJejtYSFfghpyyDIwiiGHCCZSkE0cqHMgJQpUkSW1EmMWUdCfXUe7EYW885vnGBiiMCjIgicJheFEEg488EAsXrwYP/nJT3D//ffjve99L5YtW4YTTzwR119/PTZv3tzo5/RoBZCegOIqgja3SS0w3Zu3W/wIdP2HwFgXwsXImNerwBUFSlXgaZAUXH0JAF2eOU8FxqJqgogi2Q7xdWa4VGSM7zN0iYInC9lolCdhKCB30GnKlCn4h3/4B8yePRu9vb1Ys2YNzjzzTCxYsEBLBfFoT1gXwZAvygVUBGUeKdSgQlQR+Dx5/Ahid+1cD5tkKAt1CEWYPlt4rQSpDXZDI283qQTVmgLB1QTTGE4e0vsWUxPKhB1sRKFI6eb4uqFJFOJ5BmYVa2ei4FEMziRh8+bNuOmmmzB9+nQsXLgQr7/+Om655Rb893//N37xi19g33339Xs3tCMMCyFfEzIJQ3LsoCJk1UawZjHk9COI80nXEO/JhRCY+m2fzUQfgynUQJECvn+Dmy9BhbifA9mvpEbmVRPke7mFHeR+srl2jTq2uUSh0ZkPXlXwaFU4ZTfMmTMHf/zjH3HYYYfhM5/5DObNm4f3vOc9Sf+YMWNw6qmn4stf/nLDHtSjCeALcwhjGMCqIogZEIZF3lphUc1wyOFHkNbcICU9Uptyz7qkPPLPaBZAZAm8oJIITg4q4jnCePOiQM8YiFiIasDIfRzSPRri6opZFRilTILY4YkQUUwUgsg500Gswpi0WbIdbFkKWRkPLtfE1+Xb58F2jXwv98yHPFkPeefPnqexe0BwtFUWxBAOF5SFE0k44YQT8LWvfQ2TJk0yjjn++OPxX//1X3V7MI8WRO2beRAE8XokFEsyFk4SP0DU2gjE3JJhUURAlGIW/AhJqEGA5kkwqQjqudDmRBwUQqB9IAn9UjpkDRHT/QpJyiMLEEIu1RwxoUQzWLogB6lmUEUIsAim/RyqUpnmGglQUiL55k9x2CFKNn/iJMKFKFCbQKl7OwBuqZGmtMO8RAGAsYQzQJd9Tu/lVnK5SIpknvmz50n/I2w0YRBVhVYlDEPZU1AWTiThyiuvzByz7777ln4YjyahzGeIEmZIiYMQVlBkf+s+DaoXgTAzWksx80U+mYPIbODHAZ+PJg+5lAUqtMCC+MMpSAmCrC6kSkLiRwgCadFF0hciCuIFWVQQeMghVSNSNQEBpJoKJjVBVA+i2g6RlSCSiAKg1lIIChGF9LljiGRBJApSH/QaCgC0OgriNfF15kU/S1UwXZfeLx9ZUJ83C2L4wROGOsCThMJooX9Fj6ZCWTjTdmXBDsKUDIj7M6g+BIogUGEHtXiSel+xTww1SOEMS6gByntS+lWloRREMUE61pWDiKWX8L7UtEinQlaZbExMjIO1LAdeCyGSvAWB5E2QyicLfgWp8iLSrIl4jrSaozh/UrVRMTJKbYqRsYqATI2Mx8i/TpuZMR5f3qdQxqsQ3y+fX6GZnoV4roHxLQCpd8H7F9obniR46KiRBadv0gJBCNRv/QRBMBZPMtVFqPUZsxrEUIOy+MtqQaBnPGQdE8j8nSg51SaywIRFnjIuilkOVaVfzHJIUiCVQklqpoOYqaAWV6KIgnquln0uQxTEvrg/RZXJZEElCpSh0bXoUhGyYLtOvufAkYV6mhyHDGHwdRIKw5MEDzeo3+yVRd5aetmkIIjzqe1qXyhfmxZI0kmDGGoAkJRjBvQwQ7JWmdQFde48MJEFYYi4qCblmZUbmbIcImK8qCZkbfyktifnCMzEAfpeD/UmCvE4mPuggyIKRciCCXnIgiuKkgV+n3ZUFwCZMFCvRsDXSSgOTxI87ODSvrGf8CFIYQClngJVF4EyKwphhkQ9UEMNQXq9GGqQwwkCWVDbk/vrbVKtBJFMuEJc/MVmHmYQVAVRSaBCDgAPNXBVIdQW+WqNQPCwA4etCqNKJMQwA1WNka6VUF+i4LpzpElVUJF3cyiXEEQ9UyaB1iMLA0kYBgxeSSgMTxI8zCDIQeJFsPkQ+LWCL0Ha6ZFQCjSzYg1MIAaiYTHtB1lASVrkIazZgXwsjQfcQix5wD9cWCARhKRbDD9oCgJdWEksusQX/oQgCIu1rCqkygC1jXQatlD8CBn+BN4mntu2lRaJQl6fAqUOFA0/xNcWUxWyrk3v255kIZ5vcJEFryQUhycJHhrUrAGjtI8MH0LtXApFhKE8zpjWSLWLz0goDdK86XsQlQiVIJDGxZxEIZC+cQQ64yBIgWpe5G1UyEEMNfAFWTUwSn4EwcQoQvUxiFA3f7L5E+Lx+YgCVZUxntesKqRj5GetZ/ghvr6YqmC7Vr53+5OFwUQYPPLBkwQPCeqXP6qaIVcTjJs3CeeBsECbCidp5Zdr40UVQWyXaiMIz8nXZ6md/xdOKAhW9aDeigJk1YD/pNQCNeTA26i9HExqQlUiE3qIgtrTwWRk1M6T8a1FFFzDD/U0NmZdK9974MmCVxdq8OGGwmgLknDHHXdg5syZmDp1Ks4991z84Q9/IMft2LEDf//3f48pU6Ykr2uuuWaAn7aNYVsYQ9CZB6oPASDOAyI0oRADk1lRVAsCojaCGGqQ7im/jAqC6SegEREKRhlSCS1oPyH3kyZEEARCUhXka8VwQ9yenRIJQCIKgN3ImJy3CFHIu900Na98vXk1qEcIIr73wJGFIvfLnq8NyYInCYXhVEypmfjBD36A1atX4/7778cBBxyAu+66C52dnfjZz36GUDHAbdq0CYceeijWrl3bpKcdXEg+t9XMhDBAEMHuQ4BgVJT6FbXAkN0ghzsERcFQG0G+vqYshMr7CIT5hHMrUSiChCDEUzEWPxYT2uOfAQAW/wxYoiyEkAsqpUWWQlSCeBmMKzHWyjSjCl5hsRIgKY7EfwGVoIq0bDOScXyeSsBq1wNiSWaxsBJ5LlRkrCAuvsSrMoZBeq4WXBKLMoklnKnqjPEYc4VGtT++Nrv4Er8O0L8pZRVhAuiKjeL1WSWe4/vnq65YtIpj0ftlz5eunANRBroMhrKnoCxaXkn461//ikWLFmH8+PEYNmwYzjvvPGzbtg1//vOftbEbN27E4Ycf3oSnHARQ/8bJb9aCIuDiQ0gUASHMkFU4KZkD0JQG4dkSw2INUqghENvl600KAlP6NXMkgTwfPKlywH/yb9hyPyArCKkHwV4zgUMNNwCyiTFtowssqUZGPqetfgKfj99Lbq+/ohCPk8+L+BRM16Zz2FWFeoQg4vvn+5bfaspCPKf3LgxWtISS8O6772Lnzp1aexiG+OxnPyu1/fznP8e+++6L/fffXxu/adMmbN26Ff/4j/+It99+G9OnT8fll1+Ovffeu2HPPihBLYqq/4DvC0CEGTSjolbLINBVBEPKY6IiQDFQimpAAJ2oBMoLlpCDA1zGBiwAg7Lqi5+ZonLAv1kjXjgrtZ8BqSCIbbw8c/wzRLxAh4yl/y4IEQbVePEV1AR+vaomRMI+D3wzJ1F5kPZzUPZ3kJWD/IqLKQyiAAAgAElEQVQCAG1TKBdFIR6XT1GIrzGrCtQ3pixVwFbemV8P2Es8x/fP/y2/1ZSFdN6a2tJK6oLnLoXREkrCc889h+OOO057zZs3Txu3dOlSfPnLX9ZCDQCw11574fjjj8dDDz2ERx99FK+//jqWLl06UG9jcCDQjzU5H6DDDJQPQTIuGhQEU2hBHSfWRgAg1kYQn1kMNcTj7KZFUzJCHhJBfgglEwlNBo8CVwSY8JMjq2aCeH1yDcwpkRxqpoNqZIzbuNpAp0W6KgoqbHUU+LOo/fEY3adgS5OkDI3xdfUxNQL1y4KInyH/t/wyqkLRe7rN20LKgvckFEZLKAknnHAC/ud//sc65tFHH8VXv/pVXH311Zg7dy455tprr5XOP//5z+PTn/40oigiSYVHDGoxTBdKYZEXv/VHTPj2n1EwSQ0zBObCSeK9VBVBejZuWBTaqFCDSiCkuYg+25cfZ9JgIgzKRk+ieZEJ/VxBCFiqIojGRv6rEzd9QhBK3gSuJgBIF/jaLpGimiDuEpkqBGZ/grSNNAuTjaBsikI8p6wm8PdJbQoFAKYdJDmapSoAZlWgXqpC/AzF/ApAeWUhz33d5m2+d8F7EoqjLVbOb37zm7jxxhtxxx134PTTTyfHRFGEW2+9FVu3bk3a+vr6sMcee3iC4Agq3RGA7ksAsn0IfKzqNVD7DKGFeE5IY8jaCAHxLIHwSu6lvEeKIJjecxYYcSzIEapqEB8jaRN9CVllmunyzIpvwTElUkRef4KYFgnYFQXKn2CrzMifPZ7fXnSpbJpkfJ27qhDPUzxdUry+EZkQQOpZqIdvoZHeBdOrIfBKQmG0/Or5/e9/H9/5znfw3e9+Fx/+8IeN48IwxG9+8xssX74cO3fuxPbt27F8+XKcdtppA/i0gwPSN22KIKj+BJMPwRBaYGKGgi3lsTaGJURAVRSUMsyBHmoQ1QOrgqAe1xlqZkN8LC7I6aIpbv7E27JqJnByII+xp0Sq5ZqNeztArp/A28oQBXm8sKNlTkNjPA7COHv4Ib6eTpVsBFmod9rkQJscy9zbY3Cg5UnCXXfdhXfeeQfz58+X6h/88Y9/BABMmTIFzz//PADglltuQV9fH2bOnIk5c+bgsMMOwxe/+MVmPv6gAeMLOk97zPIhEIZEyaxIhRake0GaQ6r4KNZGSK6R20zFlaSQQxZZoEiF9ZdkPxczHJhCCvgxR7pVdK1PyHhIxgiqAlULQdxKOs8ukVmFltT9HVw9CtJcStaD+P4lpcFCFPKqCs0gC0A+dcEFzVIXit67FeDLMhdHS3gSbPjJT35i7d+wYUNy/N73vhff/OY3G/1Igxr0t+1APzb5EJQQBGVOdE55FD0FQXqtVBtB2fExGasu7BKBkN8vtdlTKdQ8B0BMCKQPGKkvkHwKjAVgNY9BRWi31UzgakIoeBNQ20lPrZkQBtWaHyE+T2ouCNkNYh2EajIfEAbpwiDWS0i9BEQb4VHgMo+a9QBAynyInysgMx/i95btVXCpqRDPQfsVqNi+qbZCPE+2ZwHIrrFgm0N+lmLZCWWzIsR7F7l/UzCEF/myaIN/XY+BAG1eFBZp5Zs9/+lkVOTzFUh5TFSE5BxaCEE0WbJQ8R0ofgTNAGn6HZhUhDqoCpI3QTkH9JCDrWZCfC5sJS192w6TsAMgeBSY/u2ez6tWY0znof0JfJ54/mxFIb2XPfygtSHIpSqIqLeqYJojncu+IjVKWWi2utDSCoP3JBSGJwkeOqyLJ0EQxD7VZ1Brd9nlMZ4X2ph0sScMi9IY+ZkF76BOAJRzG3lIrrEhuZnYZhgDrhykXREj0hgF0yIdfhBSHIWx4sZPyVwwp0RqW087FFoy+hEyiIJsWjSHH1x9CkVTJakx8Rw6ipAFp10i62xyjJ+n2GI92AlDUIfXUIUnCR4pbAulsHBLJkVAr6ioXKOVXs7yJQhmRbUSYnwshiECcMNi8h6Ev+oscmAlRC7I+kxVGIpKDtS6CIwFUpaDqWYCBzcwirtDSmZEQU1ICYW8S6TqT0jndjMyFlEUqDoKWT6FpK2kqlAmC6JI1cZ6eBbEuVxQZrGuB1ko+wwerQNPEoY6bIsi/7ZOqAVGH4IwRquHoBADObSgKgrcrCi2QSMAogFRCjUk94NGBjTTouF3kZswWKCTAz3MoGY7JIZGyKZFdedIVU2gUiJNJkY19OBqZEznqg9RMJVx5u+Dt7lkP2jXQ0fREER8bX5zYzzfwJOF+Lmaqy6UeYa6wYcbCsOTBA8ZgbLQJu3ERkoZBZOkPioUkWVWTO6b3l8zLArPbfIqcNBtgUYi+FhpbheooQaCZTBlcq4c8HoJFBngoMMPoaQmmFIiASArJTIZJxCFKtknqBA1okCSghxEQe4zEwWtvWD4IR6frSrE89DIqyqk85UPQ/B5BoIsAI1RF0z/awR8dkNxeJLgQYOQ+YGa+VAlB5QPgY9VSYMaWgAkRQGArCLwawjDYtyXGhb5OeVNUIkPRRjS92RoNw2xfYAwgPpsTaosUpfUiAOHmiZJlWIm/QoGwiCqCbIvwW5kNH1bt5kZqbZGEIU8NRXybhYVzzOwqgIwuMnCgMMrCYXhSYKHEclnfwghs4B/k3f0IaheBCihBZOKkKgHSK/h7ck8UAiB7lVIn0t5qe/V0Jc35BCYLkg+bBSywmRfArWXA0CRAJkQcCTKQrLIyiZGqmZCPM5sZEyvo+sniP38OJkzR8ElytCo98kEwLX4kq0AUzweWn9eskBhsJOFtiQMHrngSYJHjDyLobr4i22UUdGQEumU8qj4FkgSoCzwqtJg9B/UXs5EwFVzNIQaku6aP4H6fOUhh/Q8XeDltEiiAiPU8ES+lMh0nNmfAKBhRIHu01UBNQxTxKcQjy2WARHPRbQVTJmM52s+WRjU6oJXEgrDkwSPFNTCmSzkAcjQgcmHwPuVMVkpj5pZUWrj55AUBmmNE64VQw2ST8GFFORWEIhGUT2whRYEX4LULhxTPoVIIQ1V5ZhSE0z7Orj6E6j6CfGxmSjE96svUeDvn2zP8CnkVRWoMfFc+VQFPk8WWchCo8gCMHjVBe9JKA5PEjzMsC2Urj4EYowt5VE6V7MfAHk+iTjQOz46v8csEuEyX8YHSaIgAIAQSlBTItWQQ3IM87FevplOieTXaOGGgv4EF6IgGhl5mzherqNg6nMjCi7Fl9Q54vEyGqkq2OaK53Pcz6FFyQLQgupCk5SEO+64AzNnzsTUqVNx7rnn4g9/+EPSd+211+IDH/iAtN3Atm3bAABbt27F+eefjylTpuBjH/sYnnzyyeS6np4eXHzxxTj22GMxc+ZMPPz/t/fuwVkVefr4c04CIVmYYSTghWW5JI7iyiVeQpKlBhbHr0S5rA4Xl2GlYITgYnFxlsHJlHhBULa4WCCiopYO4C6CXEZg5seCQpUVARlEdIIwQwIOoMsENS6QN2+S9/z+OO85b3ef7j6X95qkn6q3ck73py/nVd5+zufz9Kc3b7brwuEwKisrUVxcjLKyMqxduzb2FRgGli9fjpKSEtx555149tln0dIikuXGoEiCghTWommwCz8Jng6BQwykWx6tMrKZTpfxBIvWtTTUwHwcYkafXoNEgsyPwIYZAAhzJrACRvMv40GwCYRzSyRAexNIuOkTzLbJIQpWf7w6NulSkPCDn/MfzDaOR+fbQU4WgmZuTEYYIh2hiHQThnR4ErZu3YodO3Zg/fr1OHjwIEpLS1FRUYFIxPwuq6ursWzZMnzyySf254YbbgAAzJkzBwMHDsThw4dRWVmJX/7ylzaBeOKJJ5CXl4eqqiqsWrUKy5Ytw7FjxwAAK1euxIULF7Bv3z68/fbb2Lx5M3bv3g0A2LhxI/bv34/f/e532L17N44ePYo33njD9TkUSVAQQnh0NMA/uEliwxUrAnIvAjkPwoZ826dyIxDd+hUcyuCrrzh/C6mjo5nwA+AmYKRJhuzQJzLBEht2IMHTJ8Q0DXKiYNkA3omCn6RLjrE8EAVz3Pi9CpadV7Jg9uM/GVOs38SRBa/9OfpPkHch3YQhVfj2228xc+ZM9OrVC9nZ2XjooYdw4cIFfP3114hEIjh58iT69+/vaHf69GmcOnUKs2bNQocOHTBs2DAUFxdj165duHLlCvbu3YvZs2cjJycHAwcOxKhRo7B9+3YAwI4dO1BRUYEuXbqgT58+mDx5MrZt22bXTZkyBT169ED37t1RUVFh18mQ8Qc8KaQerMvdWqQNTYNGufv5HgWhUJHsL4AXITaGdc3MmamnvAVBEaS5EW1n6xGM2EFP0TIz5GDYuxsMAzCow54ARA9tMvkRffiRdW0urGaZdQ9EAA3QYZgLogZYBzxZbaHp0InljDwIynxu61Co2KLAOwgqEi3L0oxofezwJvMQKdNGR8QewzoQyiqzDoUCIDwYyio3n5O2t+rJ78WcL1EetZcdFGX1Z9ojah8D78Aoy5Z927K+WfbgKLMfI9qPmJyI3t68HABFEgXZYVJkf259Uv0TMw16uFPKiUKShmtubsbVq1cd5bqu4xe/+AVV9v7776Nr16647rrrcObMGYRCISxduhRHjx7Fddddhzlz5uCf//mfUVNTg549e6JTp0522759+6KmpgZnz55FdnY2evXqRdXt2bMH9fX1uHTpEgoLC6m6jRs3AgBqamocdbW1tTAMA44sugQUSVCwwdXXOe6jC7/1j5wXZmC8Cq5bHkVeBM1JFEjBoj0/Tj1LICi9AfHhlfsSOCYYESN2AqR1bRDXEUODDs0mECR5iECLLtKxvswvPuI4JdK+h7lw68SvaAtDFHiEwbLzSxSA2OJNkQe4nyAZIwKxuVjlNMmIEgLN4Cz+TrKQRfiSyXFMe0TtyedGdL6Q2pn9RW3hhOikSVl/sX7dyQIAeDl50m+fVP8JIAypQLKEh4cPH8bUqVMd5T179sT7779P2T355JN45plnoOs6vv/+exQXF+Phhx/GgAEDcODAAcydOxfvvPMOrl69itzcXKq/Tp06IRQK4erVqxR5IOsaGhoAgGpr1QFAQ0MD1TY3NxeRSAThcBg5OTnCZ1QkQUEM8reC0BPY9yxBAKeeIQheEyfRyZbgFCzCQ6gh2Qt9vD88RmwrpGEYMAwNmmZEQw4GsjQ4jpNGlAxoBDHQAWphZL0JQHRxjJZnaaAIg0UULEKgMw9GHi9teiVMb0IW4QkAYguujChYHgiSKABweBWCEAX2WuRVsL4Pr14F055DAAxvXgWzT0T7ZPvgexXI/iDo0+w3eWTBS7/UGJlMGJJEEsrKynDy5Empzfbt2/H000/jiSeewOjRowEAgwcPxltvvWXb/PSnP0VpaSn279+Pvn372gu7hVAohLy8POTm5qKxsZFbZxGAUCiEzp07U3WASRjItg0NDcjOzpYSBEBpEhSiYD0IwoVWJEy06ng6BJ6dYzeCc3cCP9zgnJco1ED2JRQtpgJ22EGjdzgITO1rwS4Hq44ULFoQaRNowR6dPwGwhIb8bZEkePkTaJGiRtmS/Zvzo1M1+9n54Ghj8HUQXnY/WN8V/R0w9xytQjy7IMw+E78bwuw3sTsi/PbrGCdO/UJbwZo1a/Dcc8/hpZdewgMPPGCXf/TRR/jv//5vyraxsRE5OTkoKCjA+fPnEQ6H7bra2loUFhaid+/eaGpqskWMZF3Xrl3RrVs31NbWUnUFBQUAgIKCAkddv379XJ9BkQQFJzjrJxkGsESKwu2Obl4FC368CIgt/I40zOCQAnggAgR5CAxDi2kNOHVefl9jugTiuVlSQFzLciaIdjoAFoEQp2smIUrbTNlIiIK9g4JoxxIF3lkPpJ2XXAp0vfPIafL74raFc6ukl7wKiSAL3HJFFpID0bZGPx+fePfdd/HWW2/h7bffRmlpKVWnaRqWLl2KI0eOoKWlBe+99x4+/fRTlJeXo6CgAIWFhXjhhRcQDodx4MABHDp0CCNHjkTnzp1x1113Yfny5WhoaMDx48exc+dO20MxZswYrF69Gt999x3OnDmDDRs2YOzYsXbd66+/jq+//hp1dXV45ZVX7DoZVLhBgfEUxC4NzgJsaFpUByfxKMCpQ3DeE+N58SIIciOQc+ZpEhx6BAESokOIihQ1Q4NhGPK+CPEi+RUahoYIENUfgAo5RAwNOhFysOLvEU2jhYmwyImOLK3FoU0ACBEiwA07ZLH6AytcQYQdshCxwxZW6MEMcUSigkk9ahMTLJI6Bm6IQVROhB4AxKVTsJ8HtFaB1mU4tQqkvdnGewgCPNvoXz/iRrc+Y317Cxn4CUOQ/foJQwDpD0WkIxnSq6++iitXrmDcuHFU+ZYtW1BSUoLKykpUVlbi4sWL6Nu3L15++WVce+21AIDVq1dj4cKFKC0tRX5+PlasWIHrr78eALBo0SI8+eSTGDZsGPLy8jB//nwMGjQIADB37lwsWbIE5eXl0DQNDz30EMrLywEAkyZNQl1dHcaNG4empiaMHj2aq6dgoRlGO9mPwkHhf65I9xTSiwiQFdaghwE9DGQ1Allhg/gb/YRakNUYQVaoGVpDE7TGsPn6K/Ai8ISKZJl5SBR9FLRZFiMHhh4TNRq2jUVOACOL8ChY9np0nSbLoveGDrN/+2ONQ39sGw1UvVlu0PfWWFS5YdtCs+6N6LMb0HTrA2iaAU2PQNdNoqBHr3Ut+tEj0DUgS49A0wxkRcuz9AiydVM7kKWbC3+2FoGuRey22fa1KSjUYSBbb7GvdS2CDlqLbQ+YC6+uGciK6hKov9FF3voLIHodiV4b9rXZzro2CJtYW4uE6EQbcw6GvJwgL1kgr3n1BvdaZ1aMLOY1kSQLWZzVhbU32zjBkgWZrdmvGCKyIOvP2b+3hd0rYfDbr1f84Ia/JrQ/ALh9+sq4+/jjunkJmEnrgwo3KMQg+rdOuvttN7+EIDAQ50gA5UUgt1rG2hI2lh0n1OD0IDCeB86zcXdzMPUJ+f2ThR04YQaDuAbokINV7gg9sKEE0JkXTVv54U8kZGmbyTBALKzAZHWkQgPOMAEZeiDvgyRdYuu96BREORWsZ7frmPCDZe+WW8FsyykU2Jr9ihHPuRCx/jMrFJFKaIYR96e9QpEEBQe4okUeORC9cbiFGXSGTDh2TtBaBHsuxF+aBBAkhrJxPheXFLiRARcyIQXnt0UkXiTJQowE0HXCNM0OsSK90IkOf2LPdeClbDb7EOsTWhhC4DXZUjxEwY9OgayPR9SYKGGjyNbss/WThUwnDAr+oEiCAgW+DiF6QeQzsCEJM4iEg1SYwasXAU7vgEiDwN47yYLGJwUuRMAXURAKGZ2dkCdCWiJG85r+yxMuUl4FiTdBdPiTBR5REKVttkCe70AKIFNBFKxnsceDrF5zkAX2ubl1cH5P8XgVEk0WRPBDFrzAL1mw+s4ospAG4WJbgSIJ7Rma4JoD8jAm+6+X7Y4cL0KsT6sfeh5cL4JFDMjdD0JiQNdTfUBe5koEvBAFLkHglfF3NJDmspADAFdvgnN3g/zwJxKybZHkAuxGFMy+xG/5QYiClzMfnPXevQokEuVVMNuKyQIPQdM8y+ZA9+/97b81kwV1CmRwKJKg4AT5Fk78H0KdxMg73RHwFmawyAHZr0b3L/UigCQGGnPP1nOezYUYBA4tAN4IAvtmQpAF9hRI8y/sOro81kbkTbDsHLkS7BCEOOzAwi9RMMcRb4202lp25hjeiAJV55MoBM2pENSr4FWvECS/gtlX/GTBHKMNkwXlSQgMRRLaObhhBRbsgs7USbc7ysYVeREoG0gFi17v3YiA49kDEAXu2wbTMfvbKtQz+gg5WAjiTWAhCzuwEBEFqx8vORSstpadOcdgRMFr4iWyHXvtR9RoP4+LV8Fs54TfEITZd/xkIRGHSQExshBUtyD6JAPKkxAciiQo8MG+iZNv4IRw0T1hkU8vAggCwZmP31CDjAS5EoN4PAo8sATBoK9JXQJp7iXkQIke4/AmiCA7LdKxg8LHjod4iIKbTiE2ltirQF5nkldBZm/2L4aXkxYT6VkAgnkXFFoHWgVJGDVqFAYNGoSioiIUFRXhvvvu49qFw2FUVlaiuLgYZWVlWLt2bYpn2gZA/q6xrnyA7yFw283AwK8WwXOowcMzOT0hLm29wi3M4PAoaNJrvyEH65oNE3j1Jvjd7WC1obdDktfedjxY9ua9P6LAq6P780YUvIQf2DpzHsG9Cl53QYjszb7jIwt+wxDJ8i6kBCrcEBgZn3ExFAqhpqYGH374Ia655hqp7cqVK3HhwgXs27cPly5dwrRp09C7d2/ce++9KZpt2wB/YddocuBjN0MQL4LjrV8UaiAh8C5IrwV9UPMJAM3QYB39DIPp19Bi/kvimjzgSfTXyryYxfyFRmQPjN6TWRjt8mgWRgvWUdLsoU6xfnTwDoGyD22K3ttHORMJk6ysjjpx6BN5aqT5RcWyMupEhkUvmRkB/sFQ5tzpw6HM+Zj/Edhjp6060SFRpp3h6AOIEQW/2RrNtvyMjQA/EVOQzI1mn0a0T/7/zF6OqI6NFe3LA7v2m80xmWjP4YJ4kfGehFOnTiE/P9+VIADAjh07UFFRgS5duqBPnz6YPHkytm3bloJZtm4ISQHAefM2F3wxIYBUrMj1Ilhz0NmxYkSCmgtJBgTEwBdRSOVvGBX/EJTDaeIWcrCuhboEbpghFoLgiRhF4OkU2LdxmZARIL0EwTUKojremQ9Bwg8kEuVViHcXhNWGh3g9C7L5OMfyH4pIq3dBeRICIyNIQnNzM77//nvH5/Lly6iurkZ2djYmTpyIkpISTJs2DadPn3b0UV9fj0uXLqGwsNAu69u3L2pqalL5KG0K1EKrcdYxSZjBvW/NQQLMsejsirFydk4ap45DIsDMOxFEgbVlf0CEakT+NVXM6BIAbyEHbpiBFRO6iBbJtqKwg3MxpHMfeBUymvOJX6PAqyPr3TI0Om1oouAmavSiVUgGWQgqbjT7TA9ZAGjCIPooZBYyItxw+PBh7kETPXv2xIwZMzBgwADMnz8f+fn5eOmllzB9+nTs3r3bPj8bMM/GBoDc3Fy7rFOnTo5zuRUE4C3MXDvCC+C2e8GnF4FdzGPnOBBzBE1ePHkQQBMFmZiRiwR7GqxjL0TXbJjBrBOHHHQA1qFPuhF1YxP+VXJhs93mdkgCsA5/ioUonMtD7EAoOuygR0MDZt+my5/swwxB8A+DSkToAQD3YChzzvThUNZzuIUf2PAAGX6wvk+dCSfQBz/Rh0VZ3zd7DgTbzmzLf3MThSFkBz3FG4Zw658eK/YciT7LIRFQ4YbgyAiSUFZWhpMnTwrrH3zwQft63rx52LhxI06cOIGioiK73CIMoVAInTt3tq/z8vKSNOu2CXNhNhy7GkitgGauZNF6j6mXHWP48yJ42rXg4jlwaB8c8+Jf+wKlNyDGZ3UJgJAE8P5aNiRBIH/32Ni5TQwYTsaeEBlrTxMF8zq2gLOHIgHRN3cOUbD7o7QKIBZnJ1HQmTqvRMFswz9BkqqjSIB5TZIF2WmS1rXZJj6tAgBXvYJ04Tf86RXMMRAdg49EkgVzPO+6hZRBeSgCIyPCDTJs2rQJVVVV9n1LSwuam5uRk5ND2XXt2hXdunVDbW2tXVZbW4uCgoKUzbXNQfZv3GtOhCBeBHC8CCDJAGGsEfbsnHlehWSRAxlEOgTBoKKtkAA/5EBpEECnajZtYqEDtzMdWLiFHdgQhGjHA9mXdW21N+cdfNcDaeN1iyQ5jtyG/m6CaBXctkvy2pltg+kVMiEMYY6XGdkWAag8CXEg40nCxYsXsXjxYnz11VcIhUJ4/vnn0a9fP9x8880O2zFjxmD16tX47rvvcObMGWzYsAFjx45Nw6zbDgzrLT56lLMw0yLgLlaExIsAQogoIAy2DSAPNRDXUgGjGyGg2vj8lXAjA/YE+fW8rZCi7ZFWmZftjwCtTXATMfLA0yeQQkYnOXDqE8zyxBCFoFskyXHkNs5tkn62SppzchIFL1oFs23ixI3mOO2QLCjhYmBkPEmYOXMmhg4divHjx6O0tBRffvkl1qxZA103p15UVIQjR44AAObOnYs+ffqgvLwckyZNwoQJE1BeXp7O6bddBAgzSL0IvK2ROriLuyzUQF2z0+BNyyth8AKvPyScxddqSidYokkBeU3ucnDsZgCdXMks53sTeHBL2Uz1S5IDOHc8sEJGMtGSWR4/USDL3IiCLEMj2Z61YeuctnJRo/X9ePUqeM3aaPbBL3dbyNslWVDwDc0w2m+wpvA/V6R7CumFAehhDXoYyGoC9DCi14b5N2yYn0YDWeEI9HAEemML9FCz2Z4UMHrY8sh6EUiSYOia7UUgSYJVbnkZDF0jrkG1NQhiYf+lyjRnvW7Ng7ElyqADhm4Q12zfBt2vbkSvjZhnRDOinhizTNNNH6ZG3GsAND1ifl26AU0zP9Z1lhYry9IN6JqBLN1cdnTNvNc0A9m6qRPQomXWJ1troe51WNcRZAnvzTwHVvzeapuFaHk0fq/DvLZi8FlaxOwneu+8prUO1r3Zh3VN11lagSxiDHPs2DKVxdjw6sh6sl9yLJkNW8eKD3n6DYcNZ7FkhY28drH2fPD0Cm5tzHHcIdMseB3HC3r0vBBnD06UTVwedx9Vm36ZgJm0PmS8J0EhhbAWNE6Z8OXTjSAIIPIiWGM6vAgA5TWQeRB4wkWed8PRh8zTIAD/vAZJA0ZvIDTjeBTY8IJVxnYV1JvgljvBYW8wngOf+gTymUTnPNC2ifEokPVkv+RYMhu2zi38wNqb84rfq5BKvYLZt7tnwW2ctEGFGwJDkQQFAB4FexaJ0OGaejnWhu9FcIxNehGYMe16Zp5uYQcRCUiKOJEDjR2I80NjL+QOEQU/zMA7JdK6JnULbLkXbYIIbmEHnpDRiz5BRBTMufknCuL8kwwAACAASURBVH7SOJP1ZL/sPBIVfuDZm3NzEgWvwkazPR/J0iuYfbc+sqCEi8GhSIICH+TCzO5e4LkdPeZEAFy8CPZ4PMJAzgGOa54HwQ1iD4m39ra5nx8RW4CgUfcyXQJZD9C7HLwKFs06nbuAyUSMIlC7FSRCRtNWfLS0NWfrnpeVkbblEwW6jZMoJGLng9NOfPaD9VxetAosEiFsNPvhl8erVzD7bkVkwTpBLZ5PO4UiCQoOiN7WAcQWaq9iRci9CGZfcK0XhRqkWx8BoTdBGMrIENBehFg5L+QAOAWMpI0oxBAhSIEIMhEjb04OcsC8fXshClY7s7/EEQWyjq33kqExaPiBfTZuf5zwA/ncsraxPhIbgjDHamNkQcE3FElQ8PTWbFALsqABx4vAJQ+EF4G7PmkksaDn4OfarzfAFR76E3oURGEFRqMgIgeiUyN5Cz/vDAe7nljw2XY8b4IIbNjBrz6BLAdooiBK35xMokDasDsfEhF+sJ4taF6FVIQgUk0WRJ9kQIUbgkORBAUasrdwqowjVpT0yVv0SfCSJ9F9EA1FREBIHDRm7py2iYbB/PXVVuAtkFzzBIwAbAGj0JPgElJwEzHK9AnW+Dx9Ao80sMdLW/2Z/SSGKCRKpxA0p4JpLycK5vz4XoVEhSAygSykFEq4GBiKJChwQZIBG8xLsAOyLY9s32QKZqE3AQ5iwVv8HXPy600QveS7PW9QiLwHEi8CmX2RPPBJJFRky6l6OL0EogRLIjhOd2TueWGHmK3muOadGpkMokCNyRE7svNjiUKQ3Q+8+6B5Fcy58r0KiiyIoTwJwaFIgoIN6WLIkAaHF8F1l0OsjbBeJFhEjDA45iO55hGHpC38MvjwKpAm7EIvCznwSAHpKZDWiwgFlzgwZICjTxCFHWQnRpptaQ+FWZdcouCp3kEAvIcfEuVV8BOCSJS40a2dOV7rIgsK/qFIgoITjDve4a4XLfQA34vAmjNeBBkpsD0TxNx86xG8kJ9kwMvvIqNNAJy6BC8hBwB2yEGWTpkXYiDL/G6JJPtw2xZJtmev6TCEc8eD1Q+QfKIg2vmQCFEj795N1BibozevAm+MWB/+xY2ydrHxMpwsqN0NgaFIgoIUjji+9X+M5HwGYT+cg5zsetKLILKhCIHmzYMAjg2vXlbnFbbHQNKJxKtA/Q7JvAhEOS/kYJbTWgTZdkgRvGyJlIUd/OgTzLZ0P9ZzkPeJIgpBdj6Q/ZNjxu7lRMEtAZMXspAIr4LZDx+pJAuiTzKgwg3BoUiCggnWDc9bgHXLoyA/n4Gbfpk3ngspMO04x0cz9kIPAjheEFG7eBC0I44XQaRLYO9luxqEw5GkQaBl8LSzwWPYgbR30yd43RpJto+HKJDlfnY+kP1bY3oNP7D1vHsv2RrNefK9CqnQK1htZfBCFlIKJVwMDEUS2jt8UmSDFTJ62fIIuG97BGhSISAXjvCChCBIPQaCPqVtA8CRdVEwoMhTQIoWHXYCLYIVcnAjDu6nPfITLNE29DZIr9siWX2CNR45tlkncPEHIApuaZz97nwIknyJV+91q2Q8wkbeOLF+kiNuNMfMDLKgPAnBoUiCggP2Cy51RLNGexmkb//Mgs/TMJA2upf+ICUErDdB5l0QlgnGThi45EBgKgs3GBo35CDzIpACRudbP32mg2xnAytitOB3W6RdztUksN4F544Hq73ZnzeiwGtDllHzkNQH3SYZr6iRfRbbLgFeBbMfMdoKWVDwD0USFGIQvuELbARbHoV98EIHXDuIvQ4WuWDsuXOFSx37PImEIbjm1mt2mZsuQRZysGxIAaMX4sCt42gRuMmZDHoB97otkidklG2NJJ+Xe9hUCoiC33wKrB1ry6tPhlfBbyImN7IgQkaThYgR/6edQpEEBS5ki63bwU68o6CFNh4Ei9b40lADO0fQZMKVLEj6SSj87HiAJax28SoYmvQ3jBUwsl4HMuzgd0sk4BRAetkWafVHChkBVpNAehfkQkazv2BEwWsuBZENOQY5Ls+OteXVJ9qrYM7bv1chWeJGc2zxJylQmoTAUCRBgYbUbc8RLLokTqLbwj1UAafXQUpY4CQMUm+FwCviRhxciYVt6NGOtWVFiqwpQxbYkINVRuoQ3KYiJQQuWgQAjt0OfrdFkuWmPU+TQHsmrH7Je79EIZ4tklIbF0Gjn/AD27f13MnyKqSLLKQKSpMQHIokKLjDeuOPwiDCAUJ70ovAs+N4EdxCEVwS4kIgrPkGgls7tx8OEQkQ7mYQewxEZbLsilY9bzskm4yJ9SbwIDrXgadPcAs7mP05SYOfMx7I+xZD/FPGEgWzLHlEIZO8Cn6FjYnWK1ht004WVJ6EwFAkQcHbrgAIFlvWiyBra3sGPK7aBHHgaxNc5seSDpHnwIdHIRkwRAQCABgdgsPeLtM8CRhJeNUsiLZEsh4GP2EHkZDRgpuQ0eqPvBcJGek2ySMKQbZJsra8en4bb14Fc87evQqi8c1+2gBZSDFGjRqFQYMGoaioCEVFRbjvvvvsuqqqKowaNQqDBw/GpEmTUFtba9dVV1dj3LhxGDx4MMaOHYtjx47ZdefOncOUKVNQVFSEe+65Bx988IFdV19fj1mzZuH222/H8OHDsXnzZrsuHA6jsrISxcXFKCsrw9q1az09gyIJCnyI3uwtz4DXxEkeCQFFBlxSPHPrHISBeStP9uLv90VDMiERCWDvZR4EnoDR1ePg05tAtfcZdmCv/QoZ000UeImZHHaOxT/+8EOmeBUSQRba+imQoVAINTU1+OCDD/DJJ5/gk08+wa5duwAAdXV1ePTRR/HYY4/h8OHDKCsrw6OPPgrDMNDY2IiZM2figQcewMcff4x/+7d/wyOPPIIrV64AAObMmYOBAwfi8OHDqKysxC9/+UtcuHABAPDEE08gLy8PVVVVWLVqFZYtW2YTjJUrV+LChQvYt28f3n77bWzevBm7d+92fQ5FEhQAyBdRYRggqBdB8yFYpPpx2gqJjAxJ9hxoMs8ABHWubhGBiBH8hUIEnoAxUd4EP2EHbqgBTiEjeZ0uoiDMvpiG8AO/Dd8mUV6FZOyESDnSIFw8deoU8vPzcc011zjq9uzZg/79+2PEiBHo2LEjHnnkEVy8eBGfffYZDh48CF3XMWnSJHTo0AHjxo1Dfn4+Dhw4gNOnT+PUqVOYNWsWOnTogGHDhqG4uBi7du3ClStXsHfvXsyePRs5OTkYOHAgRo0ahe3btwMAduzYgYqKCnTp0gV9+vTB5MmTsW3bNtfnUCRBwYbrWmO96Uv+rwniRZCOJfBoiIiLm5dB+oypCDVI2Zjz1osuwSpjQw4yz4EIQb0JvCRLonuRPiHWl1ifkA6i4JifT6LgHMt/+CGIqJFnZ87Zn7BR1E+sPzHcvAqpgmYYcX94aG5uxvfff+/4XL58GdXV1cjOzsbEiRNRUlKCadOm4fTp0wCAmpoaFBQU2P1kZWWhV69eqKmpQW1tLVUHAH379kVNTQ1qamrQs2dPdOrUyVF39uxZZGdno1evXo66+vp6XLp0CYWFhY46NyiSoEDBwwutCdaLIOuPWdBFgkUvoQYAYnLglTRI+vHUzie4WRftgZhbnq1Al+CFBPBCDiJvgtedDo46nyJG+zqAPoF/3/qIAjkHy1bmgeD1Jwo/xKNVMJ8hsbsgzD4zgywkGocPH8add97p+IwZMwYAMGDAACxfvhz79+/HrbfeiunTpyMUCqGhoQG5ublUX7m5uWhoaMDVq1cddZ06dUIoFHKtI8kDWdfQ0GCPwda5Idv716HQXmAu3kZsEbW3Ixr2wU4OZq25exH8hBa40Nw9BVSZ3zCEcNwAv26GJm5nMHNhbdl6q9jQoDF9GrJxAiJix4PMn32d03+LYf631KMsJxK1z9Loe92+1+y+WqADhlnXYujI0iL2mNY12a+uRdACDVkwJPc6shBBxNDsMbIQIfrXoSOCFkOz5xhrY/Zhlpn9Wu3M78Nsaz53rNyydbMBELMjxiLnELuP9cm3p/vjtbG+b/a/G6+tRRR0jj+d/K7c+on1h2h/fFhEISsVXjsSSRI7lJWV4eTJk8L6Bx980L6eN28eNm7ciBMnTiA3N9exQDc0NCAvLw+hUMhRFwqFkJeXx21H1jU2NnLrLPIQCoXQuXNnqs4NypOgEAh+tQiewOZGoP7ySAe/b65nI1GEISgcuxaYW969R10CANtLwAs5uGVgjMebwAs7uIkY2Ws/iZbk95npUXDYBdAp+M3UaLZLbwjCi2eB90kGkhVukGHTpk2oqqqy71taWtDc3IycnBz069eP2s3Q0tKCL7/8EoWFhY46AKitrUVhYSEKCgpw/vx5hMNhR13v3r3R1NRkixjJuq5du6Jbt25Uv7ywBg+KJCgkBF69CNJQg5+x4gg5uIZUAhKIZCRckekSgm7ddjtCGnDXJji3P3oPO5DEwY8+IR6kiyjEo1NIRE4Fs5330EEiQxBmf8nbseALaRAuXrx4EYsXL8ZXX32FUCiE559/Hv369cPNN9+Mu+++G59//jn27NmDcDiMtWvX4rrrrsMtt9yC0tJShMNhrF+/Hk1NTdiyZQvq6uowdOhQFBQUoLCwEC+88ALC4TAOHDiAQ4cOYeTIkejcuTPuuusuLF++HA0NDTh+/Dh27tyJ0aNHAwDGjBmD1atX47vvvsOZM2ewYcMGjB071vU5FElQkIN5mye9Awn1IniAX3IAcMrjJAS+tAou3gMuWxH9GAlIgeU98LvLgdePzJtAkgr59kf33AkWeKdFJkufQPYThCiI0ji7HTfNm7/XbZJsv3x771sl4/UqAJB6FYKKG1OCNCRTmjlzJoYOHYrx48ejtLQUX375JdasWQNd19G9e3e89NJLePHFFzFkyBBUVVVh9erV0DQNHTt2xLp167Br1y4UFxdjw4YNWLt2rR0aWL16NU6ePInS0lIsWbIEK1aswPXXXw8AWLRoEZqbmzFs2DDMnj0b8+fPx6BBgwAAc+fORZ8+fVBeXo5JkyZhwoQJKC8vd30OzTAyO5XUww8/jD/+8Y/2fSQSQSgUwn/913/htttuo2y/+eYblJaWUnGW0aNH45lnnuH2XfifK5Iz6dYCA9CbAL1Jg9ZsXUc/zQb0JiCrifgbNqA3RZAVNv/Jc89oiHoReGTCk2DRUS6yJ/vj2OvOcqsN9x6CPnUAmuEYE9Z6bvdncNobJg3XAMPSeBC2oGwM86uL1ml67N78egzbRtMM6LoBjbjXona6da0Z0C1b+z5mQ5bpmgEdzH3ULaLDgK5FqHKzLFqvxXQIVrkVQ8+ybWPahixCp2D9JcusWL4Og39t9Q3D5Z7WU5Bx/1i/sXnadaDHIfsm25Lt2XLSXmTjsHPUiW3FbZw2/Hb8n3yeLcDXKwDg6hXc+jL7k6Og11cuFv5x1/Alcfexb39lAmbS+pDxwsXXXnuNul+wYAGam5sdBAEATpw4gRtvvBE7d+5M1fTaHtze1snzG1LoRaCgwfESHhvbxbshuU8KBCJEVxsjWix6lujkWSFjPDAMjVqa2MXEfhPVzPlZ9azAjRTbWYLEmDAwJlokxXW24JAU/fFEjXEKGel+/YkZybbms/kXNALg20XrqO8JMbLAFR16FDU622nc/748AaT139CPsFE0bqy/1KM9n70QLzKeJJDYu3cvDh48aGetYlFdXY2bb745xbNqQ+CSA036L8yvFsHrPNgQgpt2QRpyAKdORITihWDBp8oMznfKK4uWG5oBGM6dDYDlBbUW7+jCG62LwIAOc+G39ipYizOIMkS74C0E5E4HPmlgCQGfPPB2O9hz0egF3epLh4A0tGKiILOzvqd4dj/wbERlXndAWP89AOf/I1b4QUYWZF6FlCGzHeYZjYwgCc3Nzbh69aqjXNd1e7tGc3MznnvuOSxYsMAuY3HixAmcO3cOI0eOxOXLl/GTn/wEjz/+OH7wgx8kdf7tCeRizFtU3bwInkINHHsv8wlSnzZwyIRhABokpMzQYMCIK0eV67R8eBPE2x+d5CFmyycF5IIOcLZCMqShNRIFAK521vfplyiY/63S61UA+GRB5lVIFbR0uC/aCDJCuOiWkAIAdu/ejZycHIwcOVLYT+fOnTFkyBBs2rQJ27dvx//+7//iySefTMUjtE1o9DVXYO7Vi5BAeAln+BIz+ilzDOTBBuAnVBKKFMHd0WBXR0WMQTIq8uBnp4OzPFbm3P7oFDHatpxtkaJES6yoMVFbI+lx/IkZybZke7bcISCU2LkJGv3ufuCNLyrzuwPCr7BRNG7KoE6BDIyM8CS4JaQAgK1bt2LChAnQdfGKwwoU582bh5///OeIRCLSdu0dBu9lnXX1Q3xPlYsWZy2gYJHXvwxeyEOy4UWHYNvKPAfu/ZhEgTAMEHLghTHIRUPkTSDLnToEOuxAex6cWgQ/+gQvHgUR4vEomM8cicujILNjbfkegmBeBa/hB7Nt8r0KCq0HrWLlvHz5Mj7++GPpdo1IJILly5fj3LlzdlljYyM6dOigCIJfaIJr9l4Xp1COO7siMZ5XcuB6BHW6f58kngNhEwPRMEPyQaZqdtT58CbQffJzJ4hyJXjJnyB6iyUh8iaQfbPbDc2+xR4Fuj//HoUgiZfIMXnz4dnz23jbKmm2TZxXQeZZSCmMBHzaKVrF6vn555+jR48euPbaa4U2uq7j2LFjWLFiBa5evYq//e1vWLFiBe6///4UzrQNwM1LwG2jCeupbY8JhpuY0WHrozxphCIAUbBNDPNhE+35tHIk8OCWhZG2YwkBnzwEDTuwCBp24I3FPwHSnSj4SbpEzolnF/TcB3Yuoja8fkVlsrwKiQxBpArpyLjYVtAqSML58+fRvXt3bl1RURGOHDkCAFi2bBkaGxsxfPhwjBo1Cj/+8Y8xf/78VE61TcH+t83+G9c1sReBCCvw68i/glCD25y8eBaIMX1pExKEQFuufBAAUpdAvvmTiZWCpmkmD35y1BnOLIxyHYKTPJB1gLngkdkYHfWGmDSkmyiQY8iIgpcMjY5n5egUZFka2b55bXj9isrM9oKFX6Zf4RK6NHsVlCYhMDI+mVIyoZIpmYmTtGYtmkAp+mkC9CYDWjOQZSdWMqKJlcwPwCz0gL0g87Y9JiyBkkaOw29jjS21JZMegV8XK4smU2L7BGlvOOenGzGSokGeUIm4tpMoRdvLkipRyZTIa/hLrARAmFwJhB2ZXIktj907EyyZdRE7wZJ1b7Uhkx+xCZB0jU6sBEB87zPZktU/WcZLmMRLuET2R47BJk3ym3SJ1werCXBLvuSlDc9GVGa255f7TcIEyBMx3dzrgrAuKP5fyTPuRi7Yc3BhAmbS+tAqPAkKKQJB9K3F06DKNLvM8VJALtQMqAU/mfDojUi0B0H4eyebiIcvwwwvxHQJyYAsnODmTaDKXLwJFsgdELywAzkfWdjBq0ch1r/Yo8DOIZEeBbIPto71KCRSpyBq43b+g1WWTK8CEPMs8D5JQSQBn3YKRRIUvMEmCBpVJgw5EF4ER53Mi+BrTuKdELI2cdX7hcxP51MQZcCfLsFLyIHXhrcd0q2cvLfA2xJpXwvCDrx+2LCDG1Gg5+dclEVbI8myRBCFRGyRTHT4gZ0vr195W39aBcCb0DTZUJqE4FAkoZ2DtzCzWgShNgFEuYsXwTM0xvPA+RvUK5FqD0NsYLf6YAOzugTq2mdfFnngjeHFm8ASCL8iRh4p4O2A8LLDQaRH4NskjyiI+mDLZTsfWFu2f3Zsdl68/nlteP2K2prtxV4Fv8LGlEBpEgJDkQQF/zCD33IvAoPA3oIEwCYXbjZJnYSH+hT+DrECRhai5Eoib4J9LSUEfBGjKOwgK4v1H0zISJelnyg45pYAopAoUSOvrdleHKrKOK+CIgmBoUiCggnWayAq59ULwwqCH4REhBpkYLwOKYGHB+BmXeT0Y2sQjJguIShEIQeZrZA0sDoEjjeBtheFF2KaBT9hBwtB9Ql+iQI7njlGaolCPDoFdm68NuJ2yfcqiD4KmQVFEhT4kIQhDM6i7rrt0eOYbKhBbku3CUw2vLRJ1G9XwAWfTKrE6hLiDTm4eRPYMIQztCDeEgk4vQn88vjCDvEQBXs+HtI3m2MknijEo1OgbLnegeDhh2R6FVIKJVwMDEUSFNwh+jfOWchjWws1h625qIuzNPKQKD2CA4n2XvhBAj2XQc5vYAWMonoWIm+CqN7Nm8CW+w07uBEFFm45FLhjpIgosHUyosCzTdbuB56dqMzsw7+wMRVQwsXgUCRBwQmN+Utc8/UGAbwIGpITavCApI3n93ckRQ/OhhxkdrLkSg5bTqiAbBOr42+JDBJ2EBEFHlhvAj1/L+LG1BCFVAoa4wk/eE3AZPaRYV4FpUkIDEUSFKSg/q2T5EHiRXDACxHwE2oIioD9JnUttwSLCRokSMiBtx3S8iY4PQf+vQkW6BwJzrADe7YD2wdv0bZtfIYdeGVez3lINFEg++HVxUsUgoYfEqFVkHkVRJ+kQJGEwFAkQcGGaJ2S5SDgeRHEngXxGQ/C+TAEwxF+sPuWhCbi8Vb4zK8cKB2zBYIw8MSLIl2C36Oj2ZwJdF1ivAluWyLZcrezHUThD7NtMH0CiXQRhWQJGhMRfuC1E9nJykVeBYXWAUUSFLjgHtMMCBd4nhdBRgh8L96CvhJ22iQHgX/bMvClgww5iCBLrsQrp++diyrvXiRitMviDDsEFTLyylJBFET9sOW8djJBI9feY/gh3q2SfoWNKYHyJASGIgkKQsj0BFxxIkRlsDM2ivpLWermVCEDflO8hhx4QkWvyZWS7U3wEnbwok+gn82LHiH5RCHROx/Yfrj2HsIPvHbs/GV2svK0EQW1uyEwFElQ4AoUeffcf98aR8woWOw9hxp44YRUIwFj26GHFCdJssIPXmy9eAmsMvckSsG9CX53O8gWGy9pm4NsjSTHFREF3jOKiAI7XjJ2PvDs+fOIjygE8SqIPsmA2t0QHIokKLiDIgoaX6PA8yy4kAUvvwepJgsJH896yCRmVCR1CTK47XKQCRhlZTJC4MWbIBIxsv3JDmXyG3ag++ATBR5JEc0nNg5ZJiYKidgi6SZoDLJNMtGiRlm5QuuAIgkKDog8BrSNJtzJ4CzzFmqQQmPIhdd2biC9Fin4LdOiIkTvmY40V/GiaxceQw4s3DQDrI3MmyBK15zMsINXfQL9PN6IAq/MC1FIZC4Fth0raHSzZ+dAztNZlhyvQsqgNAmBoUiCAh8eF3uvgkUvb+iB3+I5BILrqWDtMgEkaWCu4/ld8rrjgespAN874OYx8F7HIwPORZmXFEkUdpDtgqDGdhEy0mOJiQIvyRPVr4AoOOYTZy4F3tzTrVMQ2crKk46IEf+nnUKRBAUAEr0BZ6HlvXULBYu8MpdFOqELuRYH+WiF8EoMeCEHrwJGdjtkEG+C17ADaeuHEHgKMwTY8SAaP9keBWd/iSUK7Dx487Ta+Qk/yLwKKk9C64AiCQquEP0WexIsytIwa3xywdoouMCD18AKOYgWVj8CRtG91zqvYQeynBd2YPuLJ22znx0PvLHIMqoNQxRSlXSJtRXZJzv8ILJNORRJCAxFEhRicHm7F3sbNE4Zz048rvTllxdOaMdw6BJcbGU2EU69HwEj2ca+dvEmxMrFYQeyPJ6wQyKFjGQZbyyyTK4rSC1RCJJPIZ7wgx9Ro0LmQ5EEBV8wNNODwPMiOCDcBSHo3AcJIE9+bPNgxIuemnDCBF7qvWRgdMuNwNp6sQO8EAh52EG2C4JEPEJGsR2fKJChB687H2LlNFHwk0shneEHXluZbUqgPAmBoUiCAgVfb+qMnS/Bokuowc88Mk6MmCgEEC+6bYUUhRxEAkZXmyR6E7yEHWSEQORNoGw8CBnlZfxndEu4ZJb7Iwqyvtg6Xtt0hB9kZCGlmgQlXAwMRRIU+CDf6iULNv/sBji8CPGEGnyhtRMGy1vg9zfJjRxIPAteBYzsvRdvgrlQyO385k6Qvcn7DTuQUERB0MZH+MGPViGlMCLxf9opMuC/nkKrgYQ0CL0ITPsgZCGwp6C1kIV4iAE8CBYF/fKIg9ftkGw/vDqWRPDqguROYMdKlD6BKmtnRCFR4QevbRVaD9R/OYXAcN2ZAHhPuOSlzku9qE2mkYUgpIBs7qGtXLDIDzn47VPkTZCBv0NBHudnx0v0osMLRcjglr45GZC54uMlCn7HC9I2rURBaRICIzvdE1BQUFBQUEgq2rGmIF4oT4KCgoKCQttGGjwJDz/8MIqKiuzPoEGDcNNNN+Ho0aMAgGeeeQa33norZXPhwgUAwLlz5zBlyhQUFRXhnnvuwQcffGD3W19fj1mzZuH222/H8OHDsXnzZrsuHA6jsrISxcXFKCsrw9q1a4mvwMDy5ctRUlKCO++8E88++yxaWlpcnyPjPAnPPvssOnTogAULFthlVVVVWLJkCc6dO4dbbrkFixcvRt++fR1tDcPAihUrsHnzZrS0tGDs2LH49a9/jaysrFQ+goKCgoJCJiEN4YLXXnuNul+wYAGam5tx2223AQCqq6uxbNkyjBw50tF2zpw5KCsrw2uvvYaqqirMmzcPO3fuxA033IAnnngCeXl5qKqqwsmTJzF9+nTceOONGDx4MFauXIkLFy5g3759uHTpEqZNm4bevXvj3nvvxcaNG7F//3787ne/g6ZpqKiowBtvvIHp06dLnyNjPAnffvstHn/8caxfv54qr6urw6OPPorHHnsMhw8fRllZGR599FEYnP/o5Jewe/duHD16FG+88UaqHkFBQUFBQcGBvXv34uDBg3j66acBAJFIBCdPnkT//v0dtqdPn8apU6cwa9YsdOjQAcOGDUNxcTF27dqFK1euYO/evZg9ezZycnIwcOBAjBo1Ctu3bwcA7NixAxUV3xPg4wAADTFJREFUFejSpQv69OmDyZMnY9u2bXbdlClT0KNHD3Tv3h0VFRV2nQwZQxImTZqErKws3HPPPVT5nj170L9/f4wYMQIdO3bEI488gosXL+Kzzz5z9BH0S1BQUFBQaMNIUrihubkZ33//veNz+fJlyua5557DggUL0LlzZwDAmTNnEAqFsHTpUpSUlOBf/uVf7JBCTU0NevbsiU6dOtl99O3bFzU1NTh79iyys7PRq1cvR119fT0uXbqEwsJCR53VL1tXW1vLfeEmkbJwQ3NzM65eveoo13UdnTt3xptvvolrr70Wjz/+OFVfU1ODgoIC+z4rKwu9evVCTU0NBg4c6LAVfQmaFyW+goKCgkLbQyQ5eQ4OHz6MqVOnOsp79uyJ999/HwCwe/du5OTkUGGF77//HsXFxXj44YcxYMAAHDhwAHPnzsU777yDq1evIjc3l+qvU6dOCIVCuHr1KkUeyLqGhgYAoNpadQDQ0NBAtc3NzUUkEkE4HEZOTo7wGVNGEty+zGuvvZbbrqGhwWZfFnJzc+0vhLX18yX85VeP+X0MBQUFBYXWhiRpEsrKynDy5EmpzdatWzFhwgToesxxP3jwYLz11lv2/U9/+lOUlpZi//796Nu3r72wWwiFQsjLy0Nubi4aGxu5ddbaFwqF7DXTqgNMwkC2bWhoQHZ2tpQgACkkCV6+TB5yc3MdX1hDQ4P94CSCfgkKCgoKCm0YacpzcPnyZXz88cdYunQpVf7RRx/h7NmzePDBB+2yxsZG5OTkoKCgAOfPn0c4HEbHjh0BALW1tRgyZAh69+6NpqYmXLhwATfccINdV1hYiK5du6Jbt26ora1Ffn6+XWd54gsKClBbW4tBgwbZdf369XN9hozRJIjQr18/1NbW2vctLS348ssvqbCCBetLsOD1S1BQUFBQUEg0Pv/8c/To0cPhKdc0DUuXLsWRI0fQ0tKC9957D59++inKy8tRUFCAwsJCvPDCCwiHwzhw4AAOHTqEkSNHonPnzrjrrruwfPlyNDQ04Pjx49i5cydGjx4NABgzZgxWr16N7777DmfOnMGGDRswduxYu+7111/H119/jbq6Orzyyit2nQwZtwWSxd13341ly5Zhz549GD58OF599VVcd911uOWWWxy21pdQUlKC7Oxsz1+CgoKCgkIbRpqSKZ0/fx7du3d3lJeUlKCyshKVlZW4ePEi+vbti5dfftkmE6tXr8bChQtRWlqK/Px8rFixAtdffz0AYNGiRXjyyScxbNgw5OXlYf78+bZ3YO7cuViyZAnKy8uhaRoeeughlJeXAzA3B9TV1WHcuHFoamrC6NGjuRIAFprhJm1MMR5//HH86Ec/ovIkHDx4EEuWLMFf//pX9O/fn8qTcN9996GiogJjxoxBS0sLVq1ahXfffdf+ElSeBAUFBYX2jZH5M+Lu4w91ryZgJq0PGUcSUol4Eje1F4waNQp//etfbdHNDTfcgF27dqV5VulDdXU1Fi5ciL/85S/o3bs3nn76aQwePDjd08oIvP7661i5ciU6dOhgl61btw533HFHGmeVfhw/fhz//u//jg8//BCAmTGvsrISBw8eRJcuXTBr1iyMHz8+zbNMD9jv5rPPPsOECRMoAXpFRQVmzpwZ1zgjr5EnDPKCP3yzLu4+WiMyPtyQDHz77bdYunQptm3bhmnTptnlVuKmZcuWYejQoXj11Vfx6KOPYufOne1yC2UoFEJNTQ0+/PBDXHPNNemeTtrR2NiImTNnYubMmRg/fjx27NiBRx55BHv37sXf/d3fpXt6aUd1dTXmzZuHX/ziF+meSkbAMAy8++67eP755ylvpixjXnuB6Ls5ceIEfvKTn+CVV15J4+wUSGS8cDEZSETipvaAU6dOIT8/XxGEKA4ePAhd1zFp0iR06NAB48aNQ35+Pg4cOJDuqWUETpw4wc0g117x8ssv47e//S31FuyWMa+9gPfdACbRvPnmmxM/oDoFMjDaJElwy4L15ptvYvHixY5tlLLETW0Vsu+quroa2dnZmDhxIkpKSjBt2jScPn063VNOG8jtRBbIjGbtGQ0NDaitrcVvf/tb/NM//RPKy8uxZcuWdE8rrfjZz36GHTt2YMCAAXaZLGNeewLvuwFMonn06FGMGDECw4cPx9KlSxEOh+MfMBKJ/9NO0SbDDalI3NRWIPuuZsyYgQEDBmD+/PnIz8/HSy+9hOnTp2P37t2OrF/tAbJMaO0ddXV1uP322/Gv//qvWLVqFY4fP46ZM2eie/fuGDZsWLqnlxb06NHDUSbLmNeewPtuAOBHP/oRhgwZgokTJ+LSpUuYM2cOVq1ahf/4j/+Ib8B27AmIF22SJKQicVNbgdt3RSb7mDdvHjZu3IgTJ06gqKgoFdPLKPD+/yAzmrVn9OrVCxs2bLDv77jjDowdOxb79u1rtySBB1nGPAUzDGEhLy8PFRUVWLFiRdwkwWjHnoB40SbDDUHhJ3FTe8CmTZtQVVVl37e0tKC5ubndZrBk//8AYtnO2jv+9Kc/4dVX6S1ijY2NdsY4BRNkxjwL6v8hE/X19Vi6dCl1OJKVhVAhfVAkgcDdd9+Nzz//HHv27EE4HMbatWuFiZvaAy5evIjFixfjq6++QigUwvPPP49+/folR1jUClBaWopwOIz169ejqakJW7ZsQV1dHYYOHZruqaUdeXl5ePHFF/GHP/wBkUgEH330EXbt2oX7778/3VPLKLhlzGvP6NKlC/7nf/4HL774IpqamnD27Fm8/PLLeOCBB+LvXAkXA0ORBALdu3fHSy+9hBdffBFDhgxBVVUVVq9e3S63PwLAzJkzMXToUIwfPx6lpaX48ssvsWbNGuqgkvaEjh07Yt26ddi1axeKi4uxYcMGrF27VrmKYYrvXnjhBaxZswa33XYbnnrqKTz33HP4x3/8x3RPLeOwaNEiNDc3Y9iwYZg9ezaVMa89Q9d1vPzyy/jiiy9QUlKCSZMmYeTIkZgyZUr8nUeM+D/tFO06mZKCgoKCQtvHPZ1+Hncf/19oYwJm0vrQJoWLCgoKCgoKFox27AmIF+3Tb6ygoKCgoKDgCuVJUFBQUFBo2zDUFsigUCRBQUFBQaFNQ4UbgkORBAUFBQWFtg3lSQgMtbtBQUFBQUFBgQslXFRQaAU4cuQIJk+enLT+//znP+NnP/sZmpubkzaGgoJC64MiCQoKGY7Gxkb85je/wa9+9aukjXHjjTeif//+WLduXdLGUFBQaH1QJEFBIcOxdetWdOvWDQMHDkzqOFOnTsW6devwf//3f0kdR0FBofVAkQQFhRTi97//PW666SYcOHAAAGAYBqZOnYr7778f4XCY2+bNN99EeXm5fb9161aMHDkSmzZtwogRI3Drrbdi0qRJOH36tG1z0003YfPmzXjwwQcxYMAA3HvvvTh27BjefvttDBs2DLfddhsee+wxasyCggL07NkT77zzTpKeXkFBobVBkQQFhRSivLwco0aNwlNPPYUrV65g/fr1+OSTT7Bs2TLuiYk1NTU4c+YMhg8fTpWfO3cO7733HlatWoV33nkH9fX1WLRoEWWzYsUKzJgxAzt27EDnzp0xY8YM7Nu3D+vWrcNzzz2HPXv2YMuWLVSbYcOG4f3330/4cysoKLROKJKgoJBiLFy4EM3NzfjNb36D5cuX49e//jUKCgq4tsePH0dubi7+/u//nipvamrC008/jVtvvRW33HILJkyYgGPHjlE2EyZMwIgRI9CvXz+MHTsW9fX1eOqpp/DjH/8Y99xzD/r3748///nPVJsbb7wRn376aWIfWEFBodVCkQQFhRTjhz/8IZ555hn8/ve/xx133IGJEycKbevq6vDDH/7QcRKppmno3bu3fd+lSxc0NTVRNv/wD/9gX+fm5kLXdYpsdOrUyRHiuOaaa9DU1IT6+vpAz6agoNC2oEiCgkIa8Kc//QlZWVk4ceIEvvnmG6GdpmloaWlxlOu6juxsOhcam/KErdc0zfXY80gkYvevoKCgoH4JFBRSjM8//xxr167FsmXLkJ+fj4ULFwptu3fvju+++85BAJKFb775Brm5uejSpUtKxlNQUMhsKJKgoJBChMNhLFiwACNGjMC9996LZ599Fvv27cP27du59gMHDkRTU5NDO5AsVFdXJ32rpYKCQuuBIgkKCinEypUr8be//c32HgwcOBAPPfQQFi9ejK+//tph36dPH/Tr1w+HDh1KyfwOHTqEu+66KyVjKSgoZD7U2Q0KChmOjRs34t1338XWrVuTOs4XX3yBn//85/jggw/wgx/8IKljKSgotA4oT4KCQoZj/PjxqK+vxx//+MekjvPWW29h6tSpiiAoKCjYUCRBQSHD0bFjRyxZsgTLly9P2hinTp3CF198gRkzZiRtDAUFhdYHFW5QUFBQUFBQ4EJ5EhQUFBQUFBS4UCRBQUFBQUFBgQtFEhQUFBQUFBS4UCRBQUFBQUFBgQtFEhQUFBQUFBS4UCRBQUFBQUFBgYv/H6jAgrGoMwLRAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.x.plane('z').mpl_scalar(interpolation='bilinear')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `mpl_vector`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Not sliced -> error" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "#field.mpl_vector()" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl_vector()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Reduce the number of vectors." ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "image/png": 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eRWij0D2vIER7e42QSYTxC5ArsPT7kfojYLPDFSTxyCKS4sfU629haOfZTuSzyEYQp17cTY32MoYotFX/u8JEuN7ssmfPHiZMmEBeXh4ej4crr7ySsrIydu7cSVFREb1792b48OH4fD4mTpzI7t27WblyJQsWLEDTNMaOHYvX62XMmDHk5uYyd+5cNm3axPr165k0aRJer5ehQ4cyYMAA5syZQzgc5sMPP+SGG27A7/fTp08fRo4cydtvN0ylfueddxg/fjwZGRl069aNK664grfeeqvZ41A5Agrb5HrOJkPrzeb432jnPd/ReHIX3yXsSn7GzsSndPbb78T23UHXmFtoo51suz40hPRbJiLgbmjAaTTAlDFKE/+mrXcwAS3Xkca2+D8xZC09Atc5qh+3drIt/iwZej9yPaMcaexM/D/i1gby/I/j0zrZrh8133ZlAgAsuQVN9CLofR7NwYJMQgg0bTCSvmjaLx1FRRBepH4XiE4g7CdrAkiRQ70+Cxysu7C/HUFqtBlHxUwAO1hHKEfAMAwikYNvGDRN45prrmmy7+OPPyY7O5v27dtTXFxMfv7+Rbl0XScvL4/i4mKqq6ublAF0796d4uJivF4vnTp1IhAIHFS2ZcsWPB4PeXl5TcqKioqoqamhsrKSgoKCJmWvvPJKs8eojIDCNkIIegSuY3nkZnYk59DZd7ltjVaeQtK0PLYm3qWT70LbF84mRsDr1AiESLRARMDnMCLQMPWvlHYB++sPAOxIfIoh6+nic5ZkaMgw2xOvk+sZQqbe25FGrbkYkHTz/6/DYQWJV3Qg1/srMjxDHLUhpP8Cn9YPr+bsGAB8+nX49F/aW+TnazTkArjE5uyGQ+LGBDRqHFsm4EiyaNEirr766oP2d+rUiY8//rjJ+6ZMmcL999+PpmlEo1HS05tGdILBINFolEgkQjDYNMciEAgQi8WaLTvQIBxYFo1GGz/j62XNoYxAMwgH4aKWb0RLtaHljiXHczonB++ntYOV46DBTBQExpGQtTSMztkb3w5pbQmIVhguOnKvCLkaWjBlAoGGV3NmBGLWHgJaNll6N0f1M/QedPVdRiuPMyPhEWmclvY4HhfjvW28l5CtD7adGLgPIQRtfNc7/vx9Gl7h3ATs08DBbAvF0YOT0H4qDBo0iHXrDr9y6Ntvv83vfvc77rnnHi65pGEBrGAweFAnHI1GCYVCxGKxg8pisRihUOiQ9Q4si8fjhyzbZxBisVijAdlX1hzKCByGH2T+1rXGgHR7c48PRZ/QOPqExrnS6BUcRa+gs9DtN9HG6+wObh8dfM7vfoTQGJn9V2ch2L0MzrjD8ZrxAPmBC+jhTz2b/OuE9DaMzH7J8fMbsjw9Ha3FcCCZur0Fcg6FUxOgULQkR8oINMczzzzDyy+/zLPPPsvAgftvjHr06MH777/f+No0TbZu3UpBQQEVFRXMmDGjiU5JSQkjR44kPz+f0tJSEokEPp+vsezMM8+ka9euJJNJysrK6NixY2NZQUEB2dnZtG7dmpKSEnJzcxvLvj4EcShUsqDimMWNCWio7/7rn2pGeXMaCoXCHZYUrje7vPHGG/ztb3/j1VdfbWICAM477zxWrVpFUVERiUSC5557jvbt23PSSScxcOBAEokE06dPJ5lMMnPmTCoqKjj77LPJz8+noKCAJ554gkQiwdy5c1m4cCEXXngh6enpjBgxgkcffZRoNMqKFSuYPXt2YxRi1KhRPPXUU1RXV7N582ZmzJjB6NHNL60tpNsHzR/llJfXfddNUCgUCsVe2rRx+NTFZli6NfU1J76J07vYW9vkggsuYPv27Y137vuYOXMm+fn5LFiwgAcffJBt27bRu3dvHnjgAbp3b1hUau3atdx3332sW7eOrl27ct9991FY2DBDo7S0lHvvvZdly5aRm5vLHXfcwTnnNERQq6urmTJlCvPnzycUCjF58mTGjGlYYTUWi/Hggw/ywQcfIITgyiuvZMKECc0ehzICCoVCofjW+D4Zge8LKkdAoVAoFMc8phrpdowyAgqFQqE45nEyxq9oQBkBhUKhUBzzfFezBr4PKCOgUCgUimMeU6qhAaeoM6dQKBQKxXGMiggoFAqF4pjHUve1jlFGQKFQKBTHPCpHwDnKCCgUCoXimEflCDhHnTmFQqFQKI5jjoqIwKxZs5gyZUqTfdFolB//+MdMnTq1yf7x48czf/58dH3/0+q+/PLLb6WdCoVCoTg6sdTQgGOOCiMwatQoRo3a/2S8efPmcfvttzNp0qSD3rtmzRpeeeUVTj311G+ziQqFQqE4ilErCzrnqDACBxIOh7njjju47777aN++fZOyyspKqqqq6NnT3aNXFQqFQvH9QuUIOOeoO3MvvPACPXv25Nxzzz2obM2aNaSlpTF+/HjOOussfvazn6lhAYVCoVBgobnejleOqiMPh8PMmDGDyZMnH7I8Ho9TWFjI3XffzX/+8x9GjRrFddddR3l5+bfcUoVCoVAovh8cVUbgww8/pGPHjo3PZP465557Ls8//zwnnHACPp+PsWPH0qFDBxYuXHhE2lNv1lOWKHOlkbSSlMRKXGlIKdkQ3ehKA2BDdINrDSdIKZHSahGtiBmm2tjjWseUpuu/CzQc26boJtc6ADsSpS2iA7TY+VYojhVMKVxvxytHlRH45JNPuOiii76x/P333+e9995rsi8ej+P3+49Ie9ZEvmJVeLUrjY2xjSytdzd8sT1Ryrzaea40qo1qivZ8YLteaWIVUkpXnw3wed2sFumc6s16/rXnXdc6ZYkyPq/9r2udzfHNLK5b5F4nVsyiuvmudQC2x9ezOb7GtU6VsZWoVeNaJ2HVu9ZQKJrDRHO9Ha8cVUe+fPnyb4wGAEQiER544AE2btxIMpnkhRdeIBaLMXjw4CPSntWRNayOuDMCqyNrWBNZ46ozXR1ZzVfRtZjSdNWOTbFiImbUVr0KYzMf1T5JUsYcf7YQgt3JLRTVTHdtBqJWhC/DS9ji8m5+S2wLK8IriJgRVzqL6hayJb7FlYYlLd6tepOo5a4t0GACZlY9TmtPB1c6xbEFfFzzNAGR6VhDSklx7AO+is501RZLmmyPv0+N4T6iJaWBJe39BhTHBpbUXG/HK0fNkZumyY4dO2jTpk2T/ffeey/33nsvAJdffjlXXnkl1157LWeccQYff/wx06ZNIxQKtXh7DGmwNrKWrfFt1Bl1jjSklKwKr6bSqGJncpfjtqwOryZmxSiOFbvSsLBYG11rq153/wCK4wt4p+peag3nx9De150VkbmuzUDUariIv1v1pitztSW+GUMafFm/1LFG3IqzrH4Zu5K7iNo0WAfyZXgJ2xJbiVjuOqh9JsAr/GTorRxpWNJiYf3f+bD2T3T29UEIZ+HSenMXc+vuZXH4abr5hzvSkFKyKzmPeXXj2Z54n0y9wJEOQNwqYVfiSbbFb0M4nCwlpUXMXEZV8lFi5jLHbZEyQdJaQsIscqyxT8eyliNlwpXO9wUVEXDOUTN9UNd11q49uJO6//77m7weP34848ePP+Lt2RTdRFzGgYa76bMyz7StUZYoo9qs3quxmg6+9s3UOJgao4Ztie0ArIqs4YTgCbY14lac9bENje04Pb1vynUz9ba09nSj0tjMW3vuZnjmb8jzn2a7De293QBYEZkLwPlZ4xDC/g9vnxHYmtjCsvAX9E3vb1sDGiICAAvrFjI462xHGsvqlzV+R7bGt9ArdKJtjYQVbxzqiLkwAvtMQFLGyfP1ctSBx6x6Pq59iu2JFQB0DwywrWFJk42x91gRmY5JnHbe08jydLGts8dYxbroNKrNhiGOM9Mft31Mpqyj1iii2phF1FqFIEiP4KsI4U1ZQ8okMWsJEfMjIubHmJST6bmKgP7NkcuDNSSW3ETS+pykNY+ktQiNbDL9/7B1PFJWYskvsawvseRSpFyFR78Lj2bj9yhNYDuaLEbIEoQsBmow9NtApPh3khJBDYJSNLkdjVI0WUpSuwRTpH5eFEcPR40RONpYdcCQwOrIakdGYHVk/zjt6vBqzs0eYVtjzdc0Lm01yvYFcX10A4Y0APgq8hWmNNGF3kyt/XT3D6DS2ExchvlXzR8YkPZTTgvZa0e7vUYA3JmBA8Pn7+2ZxcmhPvg0ny2NerOeCqMCgO2J7ZTGS+nk72RLA2Bh3YLGf292aAQ+rfmIWrNhHN7p0MCBJgD2my47VBpbKKp+jDprNwAhLYe2Hnt34LXmdhbVP0mlsa5xX8/AqMPUOJiEVc2qyGPsNvbnS7T1DCLHc0rKGlJKKpN/pTz5ApJ44/4Ovv/Fr6VuSsLmR1Qm7sWitnFfQBtIjud/UtYwrK+oT07Gktsb9wkyyfBNQxPtUtKQchcJYzJSLm+y36PfiUf/eWoNkQk85hQ0+S8Eyf276UTSMy01EyAlfuspfPI1BPvzPiReotr937kJOJ6T/dxy/MZCDoOUkjWRNYi9/62LridpJZuv+DVWR1Yj9i57uTm+hXrTftLUqr3tAKg0Ktmd3O2qHVErxubYZlv1e/j3m6Cglkm2p6PtnIE0PZNMvTUAAo00LZMqY6ctDWjaWepC57PaT2xrbI1v3a+B3qRDT5VdiV1si2/brxmznyewx6jiy/ASvKLByEQcGAFLWuxKbmmSE9De1822jimTtPf1anzd3T/AtkkLabnk+fZHV9K1jnTwnm5Lw6dl0z3wkwPC9xo9g7+ypSGEINt7GR6R27gvU7+ALM9IWzpB7Sy82v4InEd0po3vjwiR+v2TLrrjEQdG4Lyk+55F1+yYrBw00TQ649FvwqNfbUNDYInTAKNxj0VPEp4ZSNE1RQ0LU/RqoiHJJKL/BUO72EZbjgxqHQHnHL9HfhiiVpTLWl9K71BvOvjac137a6k1a5uveACGNBiaNZT+6f3J1DO4qeON1Nk0AlJKTk8vZGjWEASC2zvfStyKN1/xa/QM9uTinIbZGDd2vAFsrsmd7elIjt6ZLr7TiVo1xKw6fFrQdjvae7txUnAgEosMPYfW3o62NQSCkTmXATAi6wKGZtkff7akxXXtrwfgh61GUmhjqORA7u7yWwCGZg0jP2h//DpDz+DWTncjEJwWOp2u/m62NTShcXJoMNVGOZ18J5Cl59LO2922Tqbeju2JlWTrHcnU29Pdb39YICmjrI/NIiCyydQ70zMw0kHEZzcrI39Ew0u61o3OvvNJ11PtqBqImCspjv6CpNyFT3TFKzrRwX+nrQhWzFxMWfxHxK2leERXBEHa+p5EF1kpayTMz6hJjCRhvYsm8gBBuvePeLUzUqovpcS0PiCR/CGmNQ1o+L3o2ng8+sTUGiHjaOY/8BkX47WmAg25I5Y4naTnbyDapqARxme9Qrp5CSHrdiQNv32LzoT16ZiiX2ptOcKYUnO9Ha+ooYFDENJDnJJ2CvP33ime4OAi7xEeTk/vy7poQ5i0S8D+OKkQgn7p/ShL7ACgg89ZJvjp6X35tKYhHJ/rbU26nm5bY2DGODp6T2F29VTm10+no+9kMvXUQpv7GJQxmlxPJ/YYu/i87h16Bwfi0+xN/RyaNQKB4MPqf7E5XswZGWfZqg9wStopjTMwolaUHoEetjXa+do1JpHmeHIYkjXEtoZHeCmNbyMh45wYOom+af2RUtoe+llU/y9iMsw5mT/DI7yk66l3VtDQ4fy37kViVh0X5txKQkZp77U3zGHIOP+te5C4VcM5mQ8QtSpp57OXSxK1drO4/jbi1h76pz9E1NpFK0/qzxSRUrLHeI2dicfxiNZ0C7xA3FqPX+uJLjJS0rBknGrjSWqN6XhER9r7XiIpt6GJDHxaavk5ltxNJPkQCes9NNGFDO+LSOqx5E58+jdPj26iYa3BMB/GkgsQdMfr+TPgw7Lm4tFvbl5AhtGt19Gt/0NQjiVOxtDuQJKNbr2EoT8KInBYCSF34bNexSffQFCHySlEtBuxRA8C5v1E9T8hhbOkVMXRhTICipTo7OsDwDmZv2Zm1f/ySe1zXJJ9L5qNO7423s4ADM38Mf+o/ANLwx9wVoa9cO2+3IYu/m5siTufQqgLnYAWIGyFHWuE986PT9PTHGts3nsM3fzdbZ3LfdSbe/gi/JvGC6MAACAASURBVAG9AmfQwWc/EgCwMf45xfGF9E/7MW28+bbrS2mxqP5PVBnrGZR+O6299p8F8nUTkOM5mWx5UsqmyJRhdsSnUmt+QJo+iE7+qXhENkGtd8qh/Li1morEXSRlMen6j2jlvQ1NpOGXfRCi+TwUKU3i5j+IGo8hiRPQf03QMx4hAkgZRYjmo2hS7sYwn8C03gAy8eh3o2s/RwgfUtaj6YMPf05kLbr1Kro1HUE1luhPUnsAKQaBECBrMPQ/wWHOiSY34LNewiuLABNDnENCuxKTwr0atUT0ac0aiW8b9fRB5ygjoLBFht6GQelXMrfuL6yIzKYwzV4yGECevxc9/H1YWP8v+oSGEtJTu1s7kG6BHhRVv0fYDDvuiNO0dMIO8jb2UW82mIh0zY0RKCZdy6CVJ7f5Nx+Cz+tmYUmTH2Re7qh+vVnJ53V/pa2ngMLQaEcaq6J/Z1vic04N/oI8v/01PQ5lAoCUTUDM2sj22O0k5FbaeCeS6/1V45BEKiZAyiTVxjRqjOfRyaGt7xlC+v4ITyomwLQ2UZ/8X0y5Eo82gDTPfejaflOVigkwrc9IGr8BEujalXj0SQiRfYBG85E83XoNj/UUlhhMUhuP1L4Wtk9haEOXy/DKj0mKHxHXrkB+PZHQxdoSR5LjObTvFmUEFLbpGRjK5vgXLAn/k86+PuQ6yFIfkjmG/yufwoL6OQzP+pnt+t38DeH8LfFiTgo5eyR1mp7makGhfcl9IRcRgS2xEroFejia7leZ3MHKyGecFhpKjsfeMA003Ml/WvscpjQYlvlrNBszSfaxOf4pa6L/pKtvGL2DP7Zd/5tMQKqYsobN0V8h8NEl8Azpuv3ZPYYspcZ4kZB+Hq29d6Mf0PmmjAgh2UOa9w/4tNGO/p6aOBlNG45Hn4wm7A9XAZjaz7DEQKSW+iyLr5MUo0jq56dkGo4mjud1ANyizpzCNkIIhmRei1+k8UntsxgOFjRp4+3MycGBLAt/TM3eqXx26OLviobGZhcrDKbradS7GRrYG01IcxgR2GNUUW3uoZvfWUj/s7o38QgPAzPsR2UAVkX/TVlyNQPTryDbwUqEYXM3i+ufItdzEmekT3ZoZpYSt6odmQAAXWTRwf9begRfdWQCALxaNzr536Ct74/OTACgiw5k+Yrw65c6XoRJiFb4PI85NgENIhmuTECDhv+YMwEAlhSut+MVZQQUjghqWQzJvJ4sTwdMaX9qJcDgjEsB2BCzv7qfT/PT0deZzXHnqy2GtBBh040RaKjrdGhin4npFrA/Lh82a9ka/4r+aRfYTg7ch1+E6OE/k97Bgx/5nQppelsGpN/I2Rl3ottYpOdAOvsvZEjmXx2ZgH1kec7Hq6WQ/X4YvFo3V/UBhIOIikJxNKCGBg5DR19HMnV342HtvO2IB+xP+TuQXE8uPR2sKHggOXo2PYMn2FpIqDm6+vvR1e986lCWJ5dr2z5Epqe1o/pnpJ/ZuNKgE/L8XUg6NDEAWZ5segV74UthDPlQZHuy6Zc2gE6+zrbrpumZXNfuYXQXP+GewaH0DA51XB+gq9/+bImv49dU5rnCPWpowDlCtsSj5Y5iysudPSdAoVAoFC1Pmzb2k4NT4fGvznetcVNvd89/OFZRFkqhUCgUxzwmwvVml0QiwX333cdZZ51Fv379mDhxIrt27X8427x58xg5ciSFhYWMHTuWkpL9OU1r1qxhzJgxFBYWMnr0aJYt2/8gq+3bt3PVVVfRt29fLrjgAj75ZP8KqjU1NUyaNIl+/foxbNgwXn/99SbtueuuuxgwYACDBg3iueeeS+k4lBFQKBQKxTHPd/EY4meeeYZNmzbx/vvvM3/+fLKzs5k6dSoAFRUVTJ48mZtvvplFixYxaNAgJk+ejJSSeDzOhAkTuPzyy1m8eDHjxo1j4sSJhMMNeUc33ngjffr0YdGiRdx1113ccsstlJWVAXDPPfcQCoWYN28eTz75JI888kijiXj88ccpKyvjo48+4tVXX+X111/nvffea/Y4lBFQKBQKhcIBN9xwA9OmTSM7O5twOEw4HCYnJweAoqIievfuzfDhw/H5fEycOJHdu3ezcuVKFixYgKZpjB07Fq/Xy5gxY8jNzWXu3Lls2rSJ9evXM2nSJLxeL0OHDmXAgAHMmTOHcDjMhx9+yA033IDf76dPnz6MHDmSt99+G4B33nmH8ePHk5GRQbdu3bjiiit46623mj0OlSyoUCgUimMeJ6H9VDAMg0jk4PVGNE0jPT0dXdd5+umnefrpp2nbti2vvPIKAMXFxeTn758RpOs6eXl5FBcXU11d3aQMoHv37hQXF+P1eunUqROBQOCgsi1btuDxeMjLy2tSVlRURE1NDZWVlRQUFDQp29eew6GMgEKhUCiOeZyE9lNh0aJFXH31wU967NSpEx9//DEA1113Hddeey2PPPII11xzDXPmzCEajZKe3nQ1yGAwSDQaJRKJEAw2XW0yEAgQi8WaLTvQIBxYFo1GGz/j62XNoYyAQqFQKI55jtQSw4MGDWLdunWHfY/f3/DwtNtvv51//OMfrF+/nmAweFAnHI1GCYVCxGKxg8pisRihUOiQ9Q4si8fjhyzbZxBisVijAdlX1hwqR0ChUCgUCgfceeedvPrqq42vTdPEsiwyMzPp0aNHk1kCpmmydetWCgoKDioDKCkpoaCggPz8fEpLS0kkEgeVde3alWQy2Zg4eGBZdnY2rVu3bqJbUlJy0BDEoVBGQKFQKBTHPBbC9WaXPn368NJLL7F9+3ai0SgPPPAA/fr1Iy8vj/POO49Vq1ZRVFREIpHgueeeo3379px00kkMHDiQRCLB9OnTSSaTzJw5k4qKCs4++2zy8/MpKCjgiSeeIJFIMHfuXBYuXMiFF15Ieno6I0aM4NFHHyUajbJixQpmz57NJZdcAsCoUaN46qmnqK6uZvPmzcyYMYPRo5t/mJhaUEihUCgU3xpHakGhe1Ze5lpj6qnNZ9gfiJSSZ555htdee41kMsngwYO5++67adWqYbXMBQsW8OCDD7Jt2zZ69+7NAw88QPfuDc8WWbt2Lffddx/r1q2ja9eu3HfffRQWFgJQWlrKvffey7Jly8jNzeWOO+7gnHPOAaC6upopU6Ywf/58QqEQkydPZsyYMUDDUMCDDz7IBx98gBCCK6+8kgkTJjR7HMoIKBQKheJb40gZgbtXOHsU94E80OfNFmjJsYdKFlQoFArFMY961oBz1JlTKBQKheI4RkUEFAqFQnHMY8kjs6DQ8YAyAgqFQqE45rFUgNsxyggoFAqF4pjHVBEBxygjoFAoFIpjHjU04BwVS1EoFAqF4jhGGYHDEDHj7IzvcaVhSost0d2uNKSUlER3utIAWkTju6YyWUNLLH0RNROu/7b72BLd1SI6lcmaFtFRKI5HLKm53o5Xjt8jT4Ev6zaxsPbwD5tojq/C25i7Z6UrjdJ4JbPLF7nSqDHC/H3np7bqxK0Yhky6+lyA0ngpe4yW6XTXhrfyWfUK1zol0Z18ULXUtc7uRDVv7P7ctU7EjDFjxweudaDBOK4Or24RrYhZ3yI6CsWRxkS43o5XlBE4DEtq17OkZr17jVp3Gotr1/NF3UYsF3fCX9RuZHldCXEr9Y7dIzz8s+IZdia2Ov5cgCxPFk+W/ont8W2udAAMafLyjn9Tbxz8fHA7bIyW8VHVcpKW6Urnw8ov2RApa/6NzfDark/YnXBvlgxpMGP3DEoTpa50klacourX2Bxf67I9CZaH/0XYdHdsljSpMja40lB8v7GkcL0drxw1RuDFF1/klFNOoW/fvo3bkiVLDnrf7NmzGTFiBIWFhYwfP56Kiooj0h5TWnxRu5E14a2Ezeaf5/xNLKndwLZ4hasw9JLaDdQYYTa66HCW1G4gIQ2W1xWnXEcXHjr5evDS7gf5T+27mNJw9NnpejpZniyeLnva9Z1qUprUmhFm7PzQlc7GSBk1RpjFLiI+prT4sGoZOxN7qDOiLtpSyvuVC0lKd6YkbIb5847n+DK8lN6hEx3rbItvYtruqayJLKZXsNCRhiUt1kbn8veKW6kytpGm5zjSSVj1rI2+zXvVE4hbzpcLl1IStbawM/F3wuZXrnQSVilh8+Brk10sWYOUiebfqFAcYY6aWQNr1qzhpptu4pprrvnG96xdu5YpU6bw0ksv0atXL6ZOncqdd97JtGnTWrw96yOl1JkNF/eltRv5Qc4ptjXK4pWUxiuBho54ZJsBtjVqjQhrww130otr19MzrZNtjaRlsqxu016NDQzI6pVy3b7pP+C/de/xn9p3WR9dxqhWV9PW29l2G04MnsjW+FZe2vUil7W+nLOzzratAQ0RAYCP9yxlaM5p9E7r6khnY2QHAEWVSxmUfZIjjSW169ljNITON0V3UJjRw7aGKU2mlb6LZP+xOaE8Wc4LO6dRniwnTUujk8/+38iQSebWvMOC+g+QSM7O+CG6sHeJkFKyJfElC+peY4+5HR0vZ6T/yHZb6sxS1kdnszn+MQYxuvnPoYPvdFsaloxTZy6l2pxPjTGPuCylrfdy2mk/S1lDSou43EjUXEbEXErU+hIpk3QJvmSrLaYsJ2mtIWl91bDJNQT1i8nw/I+NtkSw5GYsWdy4gcTvuQdN5KYqAtQD5QhZ0fh/KQqR2mmpH5A0gToE1QhqELIWKYJYon/qGi3M8TzG75ajxgh89dVX/OhHh79gvPvuu4wYMYLTTmv4wt56660MHDiQiooKcnNT/CGkyOIDhgSW1G5wZAQW1+4PZS6pXe/ICHxZtwkL2ajxiw7n2NZYHd5C1Gq48/iidgOWlGgitTBYpp5Dr2Aha6NL2Zncxgu7HmBo5igGZpyPJvSU23BiqDdF1UVIJG9WvkGlUcElrUahCXs/3gM7y+dL3+WPBRPwaPa+xmEzxo5EFQDL60vYEa+ig7+VLQ2Af1fuzzHYFClzZATer1xESawhidOpESiJlfDSzhcJW2EAeoVOtH1eyxKbmVX1VyqMBoMk0Dg9bYgtjWpjB5/WTmNHcn+U5dTQ+aTrrVPWMGSMxfVPszXxWeM+v8iiMPTNNwiHoiI5hy3xR7DYH83L0s+ii+8mRIrf/Yi5jNLYLZhUNe7TSKdL4AX8WreUNAyrlKrERAy5scn+dM9EMjyTU2qLlPVEk7/BlE1zUTRxKkHvNDSRwndXSjTrYTTrdcQB50QisLQbkaJPSsfjtabjs/6MoGl0xhCDiImHUtI4Ujh5jLCigaPCQkWjUUpKSnj55ZcZPHgwF110ETNnzjzofcXFxRQUFDS+zsnJISsri5KSkhZv04Hj+kvrNmJKy77GAWZidXgLETPuqh2bY7vZnah2pbHHqKc4usNW/X5pwxr/HdLS6eI/AYm9fIUu/i4EtRAAGhppWhpVRlUztQ7GsPYPT9SbUWZVzLOtsSnS9Pg/qLSfNLg7Ud0YZQHYaPOcAlQkaphdMR/vXkOVdDD0YkmL8uRuWnn3d7a9g71t64S0dDr78xtf9wqeRqbHXjg/S2/PicFhja99IkTftFG2NDwiwInBy9HxNe7rlzYev2bviXWZ+hn4tY6Nr4NaD/IDv0fYiHD4tC4E9P3RM0GAzoGnmuxrDk2k4dWa3kRkeG4g0/ublA0JgP41DV2cTcj7cmomAIAw0BnY/x2TpGPqz2Lp10MqbZERJJlNdyGIa5OIac+CcDb801KYUrjejleOCiNQUVFBv379+PnPf84nn3zC1KlTefjhh5k7d26T90WjUQKBQJN9wWCQaNT5+OyhqDeinN+6H33Su5Pnz+Xqjufb7oCTlsHpmQUMyupNlieNm7pcxo64vY5PSkl+sCPntzodAfy2+88pT9ifYtbOl8NlbQYCcHvXMdTYTLTr5u9Fa0978nwF1Fs1FMfW2A4Za0KjV7AXPYM9sbCQSHK99qM4JhYXtT4TgJ+0PYcf5p5lW6PKqGN8p4sA+Fm7ofRKy7OtUW9EeeSEawEY0aqQ1l77j1bN9IT4U8/fIBCcntGTXG+WbQ1NaJwQ7MmuxE66+rviF356hVLvqPZhSpOvIl/QxtORgAjRL81+5KnC2MK8uldI03IIadmcnjaKgJZuS6M8uZpPa+9FE15CWls6+waS5x+ccn0pLXYn32JVZCwxazs+0R6PyOGEwCPoIi1FjSRVyekUR0YTNhfhFR0ReOnsf4yQnlrOhCXD1CX/zK7Y+UTNt9FFgynJ8NxChrf558M3aFQRN56gPjGUhPkXBB0A8GgjCXr/jEjleOQadGMKHmMouvUQkN2wmx4YnteQ2tBm6ks0+QV+817SzHMIWPcg9waSJTnEtD+T1MaDzQjUkUBNH3TOUTE0kJeXx4wZMxpf9+/fn9GjR/PRRx8xdOj+L2ogECAWa5q4F41GCYVCLdqedE+QkW0GsLy+GF1oDG9lY+xsL17Nw2VtB/H0tnfREI7GoYUQXNp2INN3fIRA0C+zoPlKh+CSNmfybvlCAE5O70qmx975EkIwJHMkPYOFzNkznc/qZtPW24neoX62dAZlDqJboBvTd71M0Z4iTksrpK2vrS2NC1sPIKQFWFCzhuX1mzivtf0xyWE5fTClxbTS94lbSc60kTOxjx6hDlTsNWUFwQ5cmGu/HT7Ny6r6YhLSYHhOX05O72ZbQ0rJGxUzkUh+0fYKKpMVpOv2Ot+YFeGflU+jCY2f5E5ia3wD3fz2zkl5cjPv7nkIj/AyOue3bI5/ycmhEbY0SuIfs6T+GUJaLj/IvIfSxEK6+YfbOI5tbI49RJ31JRlaId0Cd1KZLCLLMxC/1iEljXrjv+xOPEpCbiaknUk7/23UG3PxaV1J8wxstr6UccLmP6lP/gWLKvzaEDK9N5CwvkRiku65slkNS+4kYb5E0nwNiOLRRuDTx2PJLZhyFX79TsThOl4ZRcj30ax/oMmVSHxIcRGm9lOgEs16E1P/A4hv/p4IuROPnIXXmoXGViQBDHE+Se1SQOA3nyCm/xEp2jd7PIqjn6PCCKxevZrPP/+c66+/vnFfPB4/6O4/Pz+/yTBAVVUVNTU15OfnoziynBxqyG/4Yc44qpK7mLXnr7TytKWdL/W76YJgg5G5PPdHbNi2gX9W/JNfd/i1rfHsND0IwGkZ+Syq+QpTmug2chX2oQuNLE8aNUbYdt19VO+tm+VJ7U7zUCyv34SG4JT07oT0QPMVvsay8DLWRNYwstVIcr25tqMslrR4q+oFqoxyxub+DzmeNuR42tjS+LoJyPK0p49+YcqhbyktVkVfZU30ddp4TmZwxh34tUwyAh0P3+E11jfYmfwHpYlpCDx09d9GG8+lCKHRwTcOTfib1UhYW9iVeISw+V+8Io9O/sdJ14cihMDr7Ygmgs22IWK+Q73xDKbciU/rR4bnT/j1BrOsiy5oh+l4ASy5lYQxjaT1JmDi0S7Gp49H1xpMmSa74WHUYc+rZr6IZk1DUIukK6Z2O5Z2KYjsvQ2twNTPOewdvM98DK/8GwKJSV9i2jUY4nzYG4EQspKo/hII72GP59vmeJ7+55ajIhYSCoV4+umnef/997Esi/nz5zNnzhwuu+yyJu8bOXIkRUVFLFmyhHg8zmOPPcaQIUPIyflux6aOJ7zCx5jcifhFkH9WPkvYtD+lK8uTxcjWIymObWJh3UJH7eiT3oOIFWeTiymVWZ60xqx/J+yrm+21dwd+ICvqNnFCqLMjExA2w7xV+SadfJ0YmjXM0ed/UvMmm2KrOD/7J3QP2J9yeCgTAKRsAgwZZ179H1kTfZ1u/uEMzfwdfi1zr0bzl6eoVcKa6LVsTzxDpn4Gp4b+Tlvv5Y11UzEBNcZ7FEfHEDWX0sZ7A92DM8nwDGs8huZMAECd8Wdqkveg0YpWvudp7Xu50QQ0aDT/HUma75C03sSrXUqa798EvY81mgAAIbJTOK8+pDgLQ38RwzMHS//lfhMAIHKbDeOb4hSS4leE9VlEPX/D0C5rNAEAUrQ+6kwANCQLut2OV46KiED37t154oknePzxx7njjjto164dDz30ECeffDL33nsvAPfffz+9e/dm6tSp3H333ZSXl9O/f38eeui7zVQ9HsnUcxjTeiLTyx/hjco/84s2N9nOGTgrYyBf1H/Bu1WzODl0Epkee+Pjp6Y3ZOgvr99ETwdj/ADZLiMCNclwo46j+kY9JbGd/KTtMEf13616l7AZ5rr21zuKiqwML2B+fRGFaWfT30FOwDeZgFSRUvKf2vspN1bRJzSOEwM/spVA14CGIavp4b+fVp5zHdSHkFZIlmckbby/xqPZi4bsI83zU7zaCQS08x21AcCnX4VX/zGai3C7pY8DxjmuD2Bq52NyviuN7wIVEXDOUWEEAIYPH87w4QePB95///1NXl988cVcfPHF31azFN9AZ38PLs65gnf3/B9L6j/lzIxzbdVvGI/+KY9s/yNvVb7FVe1+aat+lied7oH2rKjfxI/bDbNVdx/Z3nS2xsod1YX9QwPZHmcRgZX1DYs79cmwP7S1IbqBRXULGZo1jDy/fSMUtcL8q/oV8nwFXJQ91lHnVWvuxicCXJJzp20TAA1Rg56BkZzAD8nzD7JdHyCodeXU0Ew0m0b0QLxaRzr4pziuD6CLNgT1C1xpCJGJ+FpWvkLxbXDUGAHFscdpaYMIaEEKAqc6qt/O144Lci7EwsKSlu2576em5zO7Yh4RM+YotJ7tSaPaqLe1rsKBVBv1+DUvQd3X/JsPwYr6YkKan/xgx+bf/DV8wseJwd5cmHOho88Oamn8NPc35Hra247m7CM/MICu/kI8wtnxA3T2N5+A1xxuTIDi+8PxnPXvFvULOgw/yD7Z0dz/Azkjsyed/e4WO+qT3h2fy4tdz1AnftpuCH6tZcf2egX7uqp/bo69SMKBDG/Vl1PSuzk+N/0yTyDTE8KUlq3FkRrrZ5xAGwdT/vZxaZuzGZDZ21FYv2ugK9d3uL75Nx5Ow9/TVX3AlQlQKFoSNTTgHCFb4pmuRzHl5c7XJ1coFApFy9Kmjf01N1LhR/N+7VrjjUHPtkBLjj1UREChUCgUxzwqIuAcNaiiUCgUCsVxjIoIKBQKheKYR0UEnKOMgEKhUCiOeZQRcI4yAgqFQqE45lFGwDnKCCgUCoXimOd4XiLYLSpZUKFQKBQKl8ycOZMzzzyzyb7Zs2czYsQICgsLGT9+PBUVFY1l8+bNY+TIkRQWFjJ27NgmD9Rbs2YNY8aMobCwkNGjR7Ns2bLGsu3bt3PVVVfRt29fLrjgAj755JPGspqaGiZNmkS/fv0YNmwYr7/+ekptV0ZAoVAoFMc8lhSuN6ds27aNhx9+uMm+tWvXMmXKFB577DEWLFhAbm4ud955JwAVFRVMnjyZm2++mUWLFjFo0CAmT56MlJJ4PM6ECRO4/PLLWbx4MePGjWPixImEww1Lmt9444306dOHRYsWcdddd3HLLbdQVtbw8LV77rmHUCjEvHnzePLJJ3nkkUeamIhvQhkBhUKhUBzzfFdGwDRNbr/9dn7605822f/uu+8yYsQITjvtNAKBALfeeiufffYZFRUVFBUV0bt3b4YPH47P52PixIns3r2blStXsmDBAjRNY+zYsXi9XsaMGUNubi5z585l06ZNrF+/nkmTJuH1ehk6dCgDBgxgzpw5hMNhPvzwQ2644Qb8fj99+vRh5MiRvP32280egzICCoVCoTjmOVJGwDAMamtrD9rq6xseQ/78889zwgknMGTIkCb1iouLKSgoaHydk5NDVlYWJSUlFBcXk5+//2Fjuq6Tl5dHcXExJSUlTcqg4Qm9xcXFFBcX06lTJwKBwEFlW7ZswePxkJeXd1BZc6hkQYVCoVAovoFFixZx9dVXH7S/U6dOPPnkk8yaNYuZM2eyatWqJuXRaLRJhw0QDAaJRqNEo1HS09MPWRaJRAgGg03KAoEAsVis2bKvf96+suZQRkChUCgUxzxHavrgoEGDWLdu3UH7Y7EYY8aM4fe//z1paWkHlR+qE45Go4RCIYLB4DeWxWKxg8pisdg31juwLB6PH7KsOdTQgEKhUCiOeaQUrjc7rFq1im3btjF+/Hj69+/PhAkTqKmpoX///pSVlZGfn99kJkBVVRU1NTXk5+fTo0ePJmWmabJ161YKCgoOKgMoKSmhoKCA/Px8SktLSSQSB5V17dqVZDLZmDh4YFlzKCOgUCgUimMeC+F6s0P//v1Zvnw5S5YsYcmSJfz5z38mKyuLJUuW0LFjR0aOHElRURFLliwhHo/z2GOPMWTIEHJycjjvvPNYtWoVRUVFJBIJnnvuOdq3b89JJ53EwIEDSSQSTJ8+nWQyycyZM6moqODss88mPz+fgoICnnjiCRKJBHPnzmXhwoVceOGFpKenM2LECB599FGi0SgrVqxg9uzZXHLJJc0eizICCoVCoTjm+S6nDx6K3r17M3XqVO6++24GDhzI7t27eeihhwBo06YNzz77LE8//TRnnnkm8+bN46mnnkIIgc/nY9q0acyZM4cBAwYwY8YMnnvuucYQ/1NPPcW6desYOHAgDz74II899hgdOnQAYOrUqRiGwdChQ7nhhhu47bbbOO2005ptq5BSyhY9+qOM8vK677oJCoVCodhLmzYZR0T37A9vd63x33P/Xwu05NhDJQsqFAqF4pjH7hi/Yj/KCCgUCoXimEc9dMg5yggcBiklpiXx6O5SKQzT+t5ofF8wLQtda5lz0ZJaCoXCGSoi4Bx19ToMW3ZX8+WmUlcae+ojzF25yZVGPGnwryVrXWlYlmTWgtWuNL5r1u4spyba/OIYqfD+0vXEEkaLaM1auKZFdAAWbd7eYloKxfHE0ZYseCyhjMBhWLh2KwvXbXWlsWjdNuZ/5U7jy01lzF3Z/DKRh2NDWQVzFqduJhKW+05SSsnHOzdRFql1rcX/Z+/Ow6Oq7gaOf++9HvA92wAAIABJREFUs2ffyUYSEpCwIwiIKIjiiqgUfdWqrYqC1UqttbW0KuIral3q60brbl1q3angAoIiyBKBsIawJCEkJCH7JJl97r3vH4FISCAzE6JBz+d55pnJ3Ht+OTOZzP3dc849B7AajdzxzmKqm1q6HWtvZS0fr+9+YlTX7OS1FRvxq1q34ui6zj+/yWNtUfc+K4e5VT8rqoqodTu6Hcuvqah6916fIAi9l+gaOI51u0qpsTu4bep4JCm0bHFd4X42F1fg86sYDUpIMdbv2s+O/QdpcrqJtFm6LnCMepTX2jlQayc1PqrL/Yud1TxbuowMazwDw1PIDUshy5aAIgWeO0qSRJotiitX/Zv+EXFMSe7PucnZJFrCuy7cib6xUTR7PNz27094bMYFZMbFhBQHoL7FxcrtxVw8eiARVnPIcd5emY/L66PR4SI+suPsYoHwaxpPLlvNp9t3M3/aOSHXxaeprKstY1nlHlYeLGFaWi6T+2R3XfAodd5mdrZUUOioYGdLBbnhqdyUNjGoGKquUuezU+Orp8ZbR42vgbGRw+lrSQ4qjqZruDQnTq0Fl+ZA1f1kmgeE/P8o/HT9tK9/61kiETiGRoeLnWXV6DoUV9WTnRwXdAyvz8/GvQfw+Pxs3VfJqJy0oGPouk7erv1oms6G3eVMHtH1LFGdOdyysX7XfqbHD+1y/4HhKczuew5/2f0uX9a1zqFtlo0MCOvDlLghnJ8wLKDfOyAynnsGT+SBbcvZbj/IU4WrGRGTzJTk/pyX3J8oU+CJjSRJjExPYXlhEXe8s5iHLz+PwSlJAZc/UkOLkxa3l3dXb+GmKWNCilFR38SnG1tbWepbQksEPD4/85es4Nui/UjA8LTgDpS6rpNXV87Syj18VVVMs791itFh0X24Y+D4gONUuht5ufxrCh0V1Hi/v+T2ooTh3Jg2MaADr6ZrvFv9OZtbCqjzNaLS2oqgoHBj8i8CTgIKnJv40r4Ip9aCW3Oh0/oNn2BI5qr4WwKqi0ezs75lPh69AQkJDt0kJKKUfgyx3YJFju3i9fjZ7Z6HUy1GlszImA7dmzFIEaSZrsOmZB03hq7rHPT+nRZ1NbIUjkJ4670Ujkw4EYazCFNGd/l6HP63cfjfRpaikYlBlmLaHhvkfpjls7p8X3RtLZr/QZCSkKQ+QBJIfQ497gNSDpLUxSFB34PBfze6lACkoEvJ6FLKoccph2KGdsLTXcFOCCR8T3QNHMN3u8raMsz1haE1124pqcTj83crxt7KOmqbnACsC7GborqxhaLKutYYQdRjSEQa8/vPwCy3fjl4NB9VnkbGRgd3ljk1bSCXpw8CQAfyGypx+L3YDMag4gCMTG89mDS5Pfz+vU9ZX1IWdAyAhhYXAB+t20FtU2jN56+v2Iiq6YfiOYMu3+z28IcPPuPbQ90B/RJiibIG1+IjSRIRRjMb6srbkoAYk5WHR56PUQ78CznZEk2iKbJdEjAlfgi/zTgfOcCzbwmJU2yZ7ZIAm2zhrvQbOD1qREAxdF3HKoej6n5cmrMtCRhqG83NSX8k3tinyxia7sOuFmOSI3BqVTi0ShxaBU7tIGmmSZwadlcASYCHJnUzBikct16GU9tLi1ZAk5oPqKSbb+gyCdB0F05tA5JkxKuX4tZ24NDW06wux6Gux6YMxSaP6iKGA4+ah6Y349fL8WqbcGvLcarv0+J/A41GTPKpx00CdL0eXVuLrhcCTaCvQdc+RNcWoqv3o6n/ABqA43xe9FokbS2ytg7wIuvfIuvvoWhPY1DvQVH/iKytAtTjvp6e9ENPMfxTIloEjmH9rrIjHu/nmrNHhhBj/xGPy7j1Yj3oJs0jE4gNe8pDGvmft/v717K9tIoWl4fwAJvDh0f25f6c6dy/5wNUXaPG28ys7a9wfeqZXJAwLOCugrtyz6TQXsPOphoAFpUXMDoulSHRXX+xH2lE+vdnlRajkbyScgYlJxJhCbx5X9d16ptbD9xev8pbK/OZc8mEoOpRVFnHV0cMAj0cLxir95a2O8iOTE8JOobT7+WD/dupcLUewGUkHhpxXlDdL8XOal4q+4qNTftQJBlV1zg7dhB3Zl4YUBLg11U2NG3j8/rV7PdUYJQMqLpGnCGa36X/ilRz1602Tf5G8p1r2exYS72/BpPU+vdUUDg/egZjwo/fKuHW6jno28BBXx41vnz8uJAwIGFAx0+Mcgojwn5HpJLRaXldV2nRdmP3b8SubqBZ3YaGF5CRMaHhxSTFk2m+gzjDpE7roup2nOoWnFo+TjUfl7YTaD0RkDCj40HCTLzx18QZr0eWLEfVQcOvF+PTtuDVtuLVtuLX98ChpErCcigtkrAq04g03IEiJ7crD/vQtULQC1sP/PpOoPqI32L6/qE0GFmZA9IRrQm6hqRvBXYj6XuQ9L2t99R//3uOiKGTjKrMQpcuA+mI2MJJRSQCnfD5VfZU1BIXYcPjV6lvdtHQ4iQmvOtVnA7TdZ1t+6pIig6n0eFCliVKqxvJTAquXzu/qIKUuEgq6ppIjApje2kVI/oFd8DYuKec9IQoymrs9E2MYcPeciYNDfysflRUFvflXM7bFWu4Of1sXiz7iqdLv+DjgxuYmX42Y6L6dZngmBUDj4y8gBvXfcADw85l/rYVzFz3IbfkjOFX2acGnFCkRkeSGBFGtNXC3pp6zh/cP6gkAKDF7UWSJGxmIwlR4ZgMBppdnqDGCuwoO8h5I/qzdPMeYsKt1B9qYQjGBYP78+n2XURYzNhMRk7tG1y3wI7Gg9y3ZRllTjvXZ42k2e8h1RrFaXGBdUHVepv514FVLK3dhk0xMzNtEhbFxJamUu7ud3GXfxOX6mGV/TuW1a+hzt9IojGO65IupY8pnnerP+N36b8iynDsWeT8up/drq1scqxhr7sAHZ2+pmzOirmALMspvFz9OFfG3Uy6ud8xyrvY6/6Qg748GtU9AJilGFJMZ5JkHEOCcQQr7LPJsVxOP/M0pE6arP16M3vdj2D3b0KldRCqVc4g0TiVKGUUUYaR7HDOIVIZSbr5RgxSx+4fVW9mn+smPPrhxFDBKucSZ7wamzwSqzKcA+65KFI0SaY7MModk19Nd3HQfTY6rQNrJcIwykMJV2ZikodjlIfR5HsMVa8myvgHjPKgzt4RNN8ltCYfMpCFJJ8G0kAkaSBIuejq6+j6SmTlDpDO7eT/VkJRZyPRhI4FXcpBl85Ck/qjH7rJ2ufI2huHEoBLe00C8HMe9d9dYorhTri9PjRd55F3v6La7uDp2Zfi8fmDOlD4/Cour4+XPs/ju91lvHn31bS4vUSFBd70q+s6jQ4XH63ZwXurtrLkgRtpcrqJDrd2XfgI9c1Ovt5WzD8/Xcd//vxLdF0PKqk5rMxVR7o1Dl3XWdWwi1fKV1LpaWRERAY3p59NTljXZ357m+vIiYjD7nXz8I6vWV5VxMiYZOYPn0Ifa2BTj369u4RT05O57tX3SY2O5NmrLwm4+Rpam/Hrmp38+5st7DpQw5u/vyrgskd6d/UWXlr2HW/eeRWVDU0MzwouQVtasIcFn63k9+eeQXJUBAP7JASU1Ki6xhvF+fxjTx6xJisPDD+X0+LS2NtcR3Z4bJdJmUv18l7Vet6v+g6/rnJJ4kh+mXIGkQYrle5GEkwRGLroVlhW/y0f1y7HpbnJsfbl/NgzGRmeiyzJNPqbsMhmLPLxX8s/qx6hwldKuBzJiLBxjAw7va3p36U50XSVMOXYnwlN9/O5/RrC5BSSjKeRZDyNaCUH6VACo+o+3FotYcqxEyxd19jqnIlNzibKMIooZRRmOeGI7TpOrYQwpfNk5PA+BzxzMctZ2JQRWOWhyFL7/1G3uguLcspx348m31MoUjomeRgGqV+HxMWrFWCUco/fDaB9BqSCNABJ6vhdo2tbQRrS9h51RtK+Q5cSgbRO+/slbRu6dErICUBPTTE8fPG93Y6xZeqDJ6AmJx/RItAJi6l937XJoGAKcsS/0aC0u0pAUeSgkgBo7f898oAty1LQSQBAbMT3MSRCiwGQbo1rq9dZsQMZF53D4up83qpYw78OrGL+gBldxsiJaI0RZbLw8Ijz+aR8J4/vXMXVq99h4ZjLGBiV0EUEmDSgtW/2ljNP47Glq/hixx4uHDIg4NcRE24jJtxG/5R4VhWUYHe4g/7bQOslmfGRYSRGh5MYHdyVEC0eLwtX5jEgKZ6Lh54S8IREuq5z18ZP+bamlElJ/fjLkLOJPjTg8vB725UdLeW8VbGGM2IGcFPaRFIt3/eXJ1uiA4phlAzk2vpxQeyZ5NjaN7dHGyIDinFG5BSMkpEcy2CUow44VjmANdQlA1OiXsModb6vIhmPmwQASJLM8LBXjrNdOm4ScHifNMvDx92nqyQAINL4u+NuN3XaCnBUXeQLu9je9SBfXT6ti+1dDzb+Mfyc+/i7SyQCQshMsoHpfU7j3PghuFVf0OUlSWJa+iBGxKbwatFG+oUffwDX0S4cMoDF2wr5xzd5TMjJCLqLoH9K64FzT2Uto0O4omNPZR39U+KDLgfw6pqNNDpdLLhsSlCzEkqSxKSkfpyVmMXl6YNCuoxuVGQWzw++gWxbYtBlD5sUM5ZJMWNDLg8wxHb8gXKBOFYSIPz8iEQgdL0mEdiwYQOPPvooxcXFxMTEMHPmTK66qmOT7axZs1i7di2K8v0ZRH5+fo/UKS4irNvXK0eHW+kT272msEibmZS4wM6yjiXcYiI1LpKeuPw60mAl0hBaKwNA37Bo7h8W/PXzsiTxu3POYG3RfkxK8Jcs9U+OJzUusu3KjmD4VY3YcCtD+4Z2+eKZOZlEWy3kJgd/ML4sveszw+ORJKlbSYAgCD8tvWKMgN1uZ8qUKdx7771cfPHF7Ny5kxtuuIGnnnqK8ePbXwt95pln8vzzzzN0aGDNU2IZYkEQhN6jp8YIDF40r9sxdlza/Rgno14xj0BFRQUTJ07kkksuQZZlBg8ezNixY9m0aVO7/erq6qivr2fAgMD7gwVBEISfPl3v/u3nqlckArm5uTz22GNtP9vtdjZs2MDAgQPb7VdQUEBYWBizZs1i3LhxXHXVVT3WLSAIgiCcPMSEQqHrFYnAkZqbm5k9ezaDBw9m8uTJ7bZ5PB5GjBjBX/7yF7755humTZvGzTffTE1NzY9UW0EQBKE3EIlA6HpVIlBWVsZVV11FVFQUzz77LPJRo6nPPfdcXnjhBfr374/JZOKaa64hOTmZ9evX/0g1FgRBEISTW69JBHbs2MGVV17JhAkTeP7557FYOl7X/fnnn/Ppp5+2e87j8WA2h756nCAIgnDy00/A7eeqV1w+WFtby8yZM7nhhhu45ZZbjrmf0+nkiSeeYMCAAWRkZPD666/jdrs544wzfsDaCoIgCL3Nz7lpv7t6RSLw/vvvU19fz8KFC1m4cGHb89dffz0NDQ0AzJ8/n+nTp1NTU8PMmTNpbGxk0KBBvPjii9hsYlIRQRCEn7Wf8yl9N/WKeQR6kphHQBAEoffoqXkEBrzf/XUCds/o/noFJ6Ne0SIgCIIgCN0hugZCJxIBQRAE4aT3027b7lkiERAEQRBOeqJFIHQiERAEQRBOfiIRCFmvmUdAEARBEIQfnmgREARBEE56YoxA6ESLgCAIgnDy+5GmFpw6dSrDhw9n5MiRjBw5kosvvrht25o1a5g6dSojRozgmmuuoaSkpG1bQUEBM2bMYMSIEVx66aVs3ry5bVt5eTm/+tWvGDlyJOeffz5fffVV2za73c5tt93GqFGjmDRpEu+9917bNq/Xy9y5cxkzZgzjx49vNy/P8YhEQBAEQTjp/RiLDrndboqLi/nqq6/Iz88nPz+fJUuWAK0z5t5+++38/ve/Jy8vj/Hjx3P77bej6zoej4fZs2czffp0vvvuO6677jpuvfVWHA4HAHPmzGHYsGHk5eUxd+5c7rrrLioqKgC49957sdlsrFmzhqeffprHH3+8LYn4+9//TkVFBcuXL+ftt9/mvffe6zAtf2dEIiAIgiCc/H6EFoHdu3cTHx9PbGxsh21Lly4lNzeXyZMnYzKZuPXWW6murmbbtm2sW7cOWZa55pprMBqNzJgxg/j4eFauXElRURG7d+/mtttuw2g0MnHiRMaMGcOSJUtwOBx8+eWX3HHHHZjNZoYNG8bUqVP5+OOPAVi0aBGzZs0iIiKCzMxMrr32Wj766KMuX4dIBARBEAThGPx+P01NTR1uLS0tFBQUYDAY+J//+R/GjRvHjTfeSFFREQDFxcVkZ2e3xVEUhfT0dIqLiykpKWm3DSArK4vi4mKKi4tJTU1tt/De4W2lpaUYDAbS09M7bLPb7dTV1ZGTk9NhW1fEYEFBEAThpNdT8wjk5eVxww03dHg+NTWVW265haFDh3L33XcTHx/P888/z80338ynn36Ky+UiPDy8XRmr1YrL5cLpdGK1Wttts1gsuN3uLrcdvTLv4W0ul6vtdxy9rSsiERAEQRBOfj101cD48ePZtWvXMbdfddVVbY/vvPNO3nrrLXbu3InVau1wEHa5XNhsNtxud4dtbrcbm83Wabkjt3k8nk63HU4Q3G53WwJyeFtXRNeAIAiC8BMgnYBbcP7zn/+wZs2atp9VVcXv92M2m+nXr1+7qwRUVWX//v3k5OR02AZQUlJCTk4O2dnZHDhwAK/X22FbRkYGPp+vbeDgkduio6OJi4trF7ezLojOiERAEARBEEJQXV3NQw89RGVlJW63m0ceeYR+/foxcOBApkyZwvbt21m6dCler5eFCxfSp08fBg0axOmnn47X6+WNN97A5/Px/vvvU1tby4QJE8jOziYnJ4ennnoKr9fLypUrWb9+PRdccAHh4eGcc845PPHEE7hcLrZu3crixYu55JJLAJg2bRrPPPMMjY2N7Nu3jzfffJNLL720y9chliEWBEEQfjA9tQxx5uuPdjvGvl/9Kaj9fT4fjz/+eNuI/tNOO4158+aRkpICwLp161iwYAFlZWXk5uby0EMPkZWVBUBhYSHz5s1j165dZGRkMG/ePEaMGAHAgQMHuO+++9i8eTPx8fHcc889nH322QA0NjZy//33s3btWmw2G7fffjszZswAWrsCFixYwLJly5Akieuvv57Zs2d3+TqCTgSam5uRJKnDIIjeSiQCgvDzpOs6ktS9AWQiRocg0M0YPZYIvHYCEoFfB5cI/FR0OViwpaWF9957jxUrVrBlyxZ8Ph/QOhpx+PDhnHvuuVx22WUnTWIQDF3X8Xv9GM3GbsXxeXwnbQyH38vellr2tNSyt7mWcpedBwafT5y56wEoh3lVlfJmO/ub7Oy3t94nhYVz84hRgdfd58fnUzEZDSgGudtfaG6HG0uYpesdA6D6VVS/isli6lYcTdXw+VU0VcdqCzxWYV0Nr27bTN+IKDKiokiPjCIjMpooszmo92lh0VpKHQ30D4+nf0Q8OeHxJFsigopR5KzkpQNfkG1LJseaTLYtmVRzPHIQMTyah1cOvky0Ek2GJYMMcyZ9TH1QJCXgGABbnf+iSS0nwTiIBMMgYgzZyFJw46MrfYup8X1DtGEYUcpwIpWByFJwf+cWdR3VvlcIV0YRpozCJg9FloL77Pn0vdR55mFWRmOVx2CWRyJLgf8PtmrA77sNSRqGJI9Dkk5DkoL93vag+H+DLmWiS6ejS6eBFB1kjB4iFh0K2TFbBDRN44UXXuDFF18kJSWFSZMm0b9/f2JjY1FVlYaGBgoKCli/fj0VFRXceOON3HzzzRgMvetChO60CJTu2E/dgXpOPW9EyDEaqhrY8tV2Jl19Zsgx3A4PX725kgtnnRdyDE3VWPzcZ0y74+Iu93X4vbxYvJ5vaoqpcDe12zYoMolpKYNINIeTZIkg0RxOuMHU6cFiW81B/p63lsL6WrSjPma3jBjFqUkppEdGEmuxdnmw8Xr9vPvGt3y2KB9JAoNRwWg0YDIpREbZ+N2fp5KUHPgX0vI3V1FdWsMlt51PeHRYwOWOpOs6G77YwpqP8rj9uZtQDIEdqHRd5/V/fs2G9UX4vH78fhWfV0VVNdIz4vnNXRfQNzO+yzhuv5/y5ibKm+08vWE9FS3tP+tRZjPXDBrGNYOGYlQ61s2nqdR4HFS7m6n2OChsrubt/fnt9glTTORGJjI7+3SGRPVpt03VNex+B3a/g0afgwZ/C3a/g8U1edT7v6+LRTaRbU1mXNRALowfjSK1Dk3SdA2n5sSpOnFoLThUBy2qA6fmYIdzByXu7wc9mSQTaeZ0+ln6MTFqImFKGKruw6014tMd+HTnoZuj7b5ZraTE82VbDAUTcYZTSDAOIs00nmhDJqruwaMdxI8TVXfi1x2ougsVB37diU+3U+59j8ND0iWMRCqDiFZGEGsYQ5RhMJruxqOXoenO1htONN116N6JipM637/RcLXFsMqDCVNGEa6cRpg8Ch0vPn0Pmu5Cx4muu9Bofdz6nIsW/8eoVB96NQbM8mAs8hgs8mlY5DGAiq7nA+7Wm956rx/xs6YvBX1v2zsiSUORpHGHEoNRSChI+nrAcyiOB0n3HPXzGmR9CwA6Ero06FBSMA5dOhW6SHJ6qkUg45W/dTtG6Y1/PAE1Ofkc86h95ZVXMmjQIN59991jjjq87LLLgNa+jtdff50rr7ySDz/8sGdq+iPY9MUW6isbupUI5C/bypYV27qVCGz/poD1n2zoViKwd1MxX721ikt+e1GXB90wg4nf9j+DU2NSea98K9/Vl7VtK2g6SEHTwXb72xQjCeZw7ht0LoOPOFgMTUjiufMu5pO9u3i7YBtVjpa2bS9s3ghsbC1vNJIWEUluXAJ/Pr3z98lkMnDtTRMZMSqLfzz1BQ31DnxeFacDUtPjaLK7gkoEzrpiHHef/QBf/ftbLptzERfOnBzUmW9pQTmvzv03ezeV8LsXbwk4CQBoaXYTExdGY31Lu4VSLrz0VK68bjwm07GT6W/27+Odndspa26ixunodB+DLHN+Vg7XDh5GVnRMh+1/2rqE7fYq6r3O415xlWAO4/LUoVyaMrhdC5Bb9TKr8Bma/ccvDyAjMTQ8g/PiRjEyIrstCajz1bKgbAF6gNd8RRuiGWwbzOjw0YQprYlbrX8nXzfde8wyUidjoa1yLHGGgUQqrROytKh7yHfeHlAdAHRUZExY5VTClNa+Xo+2n73ua7oo+f1nS8eHjheDFIVZykSSJPxaDZWeqwOOAX5UvRFQUKQkJElB1xtQ/dcHEUNF1/cjSbmAcuimYVBnHjeCfkQMCR30fUA/dMmLGH9+cjrmN84jjzzSboai4xk4cCAPP/wwe/bsOWEV6w00TUNWutfc5PP4MFpMrbHk0P5J3A43EXEReF1eTNbQmp8djQ5ScvrQXNdMZHxkl/srksxZCf04K6EfJY563i/byqdVhVyXMYoL+gzgoLuFak9L232Np4UIY8czAavRyJW5Q5h+yiCW7yvmjR1bqGxp5oULplHpaKasqYny5ibKmuzYPV1PfDFkRF8eeeY6Xn5uOXlr9mAwKOzeWcHqr3fSf2BywO+H0Wxkxh8u4ZV73iZtQHLQXQ3pp6Tg8/rpPyqLUecND6qsvdHJu2+swWoz4XJ6iYkLZ/bvzmPI8L5dlvVpGm7Vz8ikPqRHRJEWGUl6RBSfFu3m8+K9XDZgIFflDiEx7NhNvsmWSMIN5kOtOuEkmsNJtIRjkY1cve5NBkUmcUX6cCYl9MMgd0xwzLKRcVEDiVRsRBvCiDaGEWUIJ8YQRrQxnCdLP6LUXc2U2BGcEzuCeFNUhxjhSgSTo88hTA4jTDl0O+LxmqZvWdawjJHhIxkbMY4Mc0aHv1Gkks6osFsxSTaMUhjGI+9lG03qAb60302iYSiZ5rNJM4/DeFRzulVOY6DlzyiSDYNkQ5HCULC2PVZ1F+tariJMziLJOIVE42TMcly7GCY5hXTzw8hYUaQwZKzIkg0ZG7JkRUJhl3MashROtOECog0XYJbb/60VKZ5E0/8hYUXCeqicDUmyImNFwkKF50o0vZEwwwWEKRdhkgYd9Z5EoRheASxIWA6dmVsAK2AGLKj+29D1TUjyFGT5YiRpDFK77hIFv/IqYEGXzIfKm4+4WZC1B5G1T9ClyWjyBejSBJDMx/y8/WB+0sPee5a4akAIWIvfwzZ7FafHZYQcQ9d11lWUkxkVTXJ46E2Euq6z+qudvP/2Wh5++lq8Hj/RMcE18Wuaxv6CA2QOSe96587KqxpluyrIGJQWdNmqigZWrdhJ5YEGbvzNOYRHdG+8wrKSIsampBFpDv0LeZ+jHq+mMiAiIeQYqq6xubmIEUec/Ydit2s3GeYMzHLor6fevxeLFIVNCf31ONRSAMKU0D/zXq0Kv16PVc4NeWyLqtvxabsxy6OQQnxfdd2Lrq9r7QoIcpzDEUGQ9G/QpbFddgEcS491Dbz0WLdjlM68+wTU5OQTUCLg8/n44IMP2LNnT7tJDg578MEHe6RyJ4JIBH7aqqvsxCVEoCgnX5NkVUUDScnR3R/JLQgnkR67auDF7icC+27+eSYCAY3su+eee9pWUjIfdcYhvsSEH1Nin47NzieLPikd++8FQQjRT7ptu2cFlAh8/fXXPPnkk0yZMqWn6yMIgiAIwg8ooEQgIiKibTYkQRAEQeh1xDwCIQuoY/WWW27h0UcfbbfQgSAIgiD0GvoJuP1MBdQiMHjwYP7v//6Pc845B1nuOKvb9u3be6RygiAIghCQn/GBvLsCSgTmzp1LZmYm06ZNC2htY0EQBEEQTg4BJQJlZWX897//JTMzs4erIwiCIAghEC0CIQtojMDgwYMpLS3t6boIgiAIQmh0qfu3n6mAWgSmT5/O3LlzufLKK+nbt2+HhYUuueSSHqmcIAiCIARCEi0CIQtoZsGBAwceO4AksXPnzhNSmYKCAu677z727t3cjpYzAAAgAElEQVRLRkYGDzzwACNGdFzw57XXXuPll1/G4XAwefJk5s+ff8yxC2JmQUEQhN6jp2YWzHrmiW7HKPntXSegJiefgLoGCgsLj3k7UUmAx+Nh9uzZTJ8+ne+++47rrruOW2+9FYej/QprX331FS+//DL/+te/WLlyJXa7nb/9rfvLTwqCIAjCz1GvmaB93bp1yLLMNddcg9FoZMaMGcTHx7Ny5cp2+y1atIgZM2aQlZVFREQEc+bMYdGiRaiq+iPVXBAEQRBOXgGNESgqKuKhhx4iPz8fn8/XYfuJmEegpKSE7Ozsds9lZWVRXFzc7rni4uJ2Ux1nZWXhdDo5ePAgKSkp3a6HIAiCcPIRYwRCF1AicN9992G327nzzjuJiOiZ/h2n04nVam33nMViwe1uv0a9y+XCYvl++cvDZVwuV4/USxAEQTgJ/IxH/XdXQInA1q1bee+99447aLC7rFZrh4O+2+3uMAjQYrHg8Xjafj6cAISFBbcWvSAIgvATIloEQhbQGIGEhAQCuLigW/r160dJSUm750pKSsjJyWn3XHZ2drvugpKSEiIjI0lMTOzR+gmCIAjCT1FAicDs2bNZsGABJSUlaJrWIxU5/fTT8Xq9vPHGG/h8Pt5//31qa2uZMGFCu/2mTZvGf/7zH/bs2UNLSwtPP/00U6dORZZ7zbhHQRAE4YcmFh0KWUBdA6+++iplZWVcdNFFSJLU4aB7IgYLmkwmXnzxRebNm8eTTz5JRkYGCxcuxGazMXPmTEaPHs3s2bOZPHky5eXlzJo1i6amJiZOnMgf//jHbv9+QRAE4eQlBguGLqAJhT766KPjbr/88stPWIVONDGhkCAIQu/RUxMKZT/xZLdjFN31+xNQk5NPQC0CvflALwiCIAhC6I7ZsX7dddcF1eSfn5/Ptddee0IqJQiCIAhBEWMEQnbMFoE5c+bwhz/8gfj4eC688EImTpxIWlpau3327t3L+vXr+fDDD2lqauKhhx7q8QoLgiAIwtHEGIHQHXeMgNfr5YMPPuD111+ntLQUi8VCdHQ0qqrS2NiIz+cjKyuLa6+9lhkzZmAymX7IugdEjBEQBEHoPXpqjEDO3/7e7Rh7/3jnCajJyee4YwRMJhNXX301V199NSUlJWzZsoW6ujokSSIhIYFhw4aRkZHxQ9VVEARBEDr3I7UILFu2jCeeeIKDBw/Sv39/5s+f3zb53po1a1iwYAHl5eUMGjSIhx56iKysLOD4q+2Wl5fzl7/8ha1bt5KYmMg999zD2WefDYDdbmfu3LmsW7eOiIgIbrvtNq644gqg9eR93rx5fPnllxgMhrbF+7oS0GBBaJ3T//ALEISfCl3XkaTQpybtbnlBEE5eBQUFzJ07l4ULF3Lqqafy0ksvMWfOHL744gtqa2u5/fbbefzxx5kwYQIvvPACt99+O4sXL8br9TJ79mxmz57NFVdcwaJFi7j11lv58ssvCQsLY86cOYwfP56XXnqJNWvWcOedd7J48WJSUlK49957sdlsrFmzhl27dnHzzTfTv39/RowYwd///ncqKipYvnw5dXV13HjjjWRkZHDRRRcd93WIWXg64XZ5cTo8vPLMMp584GO8Hh8tzcGtZeD3qTQ1Onn3tdXM/8M7+P0q9kZnUDF0XaehroVPP9zAH295FU3VaKhvCSoGQH1tM98s28HdN79CS7OLhrrgY/wQ1CAmq1LV1n1dbh9/e3EZZZUNQf2uXQUVOB0e7vntm3yxeHNQZQFqDtr585w3+W7tXrZu2hdUWVXTeO6tb9hSeKD1ZzW4SbqCeZ8E4edC0rt/C9Y777zDFVdcwejRo5FlmRtuuIEnnngCTdNYunQpubm5TJ48GZPJxK233kp1dTXbtm077mq7RUVF7N69m9tuuw2j0cjEiRMZM2YMS5YsweFw8OWXX3LHHXdgNpsZNmwYU6dO5eOPPwZaV+edNWsWERERZGZmcu2113Z5+T+IRKBTBoPC3N/8i41riyjcXs5dN72Cqgb3KVEMMg/96V2+XVFAyZ6D3D3zFVrswSUTkiTx7COL+fKTzVSU1XPPra9TWR7cAQ/g9eeX89//rKeyvIH5d73Drh0Hgo5xmF9rv9yzR/OzqraI54tXBRzD4fO2PfapKp+X7uWGLz/mX7u2BBzjlQ/W0tTi5sHnP2Pd5n2UHqgPuCzAnsIK/nrn25Tvr8PvU9lfUhNw2YZ6By6nl5qDTfz7tdW88vyKoH630+VlZ1EVDy38nC2FB3j3s0002ANLEuvdLi5Z8jbPbF1PleP7hM6rqngDXIr7m9q9/Lt8I1Xupg7bjv77HktByz6qvZ1/FjU9sESl2d90zKnLA41xPCdiWvTeFKO31IUenm4+ZD101YDf76epqanDraWlhYKCAmw2G9dffz1jx47llltuISwsDFmWKS4ubreirqIopKenU1xcfNzVdouLi0lNTW23uN7hbaWlpRgMBtLT0ztss9vt1NXVtZuWv7MVfDsTcNfAz4nBqNDvlD7krdoNQEpaLFHRti5KtSdJEoOGp7Psk81tP6f0jQ26LkNGZvDBG2sAaGxwMGBQ8EstDxudxca1RQAcrGhk2KjMoGM4/F6eLlrJ9JThZIbFkldfyoraPayuK8apeglXTFyVdiqxpmMv/qTrOv/esx2P6ueSzFP4qHgnHxQVUOd2kRoWQbwlsPd4X3kdn67cwfot+6hvdHLH9ZOYMDq764JH8HlVDlbZAXj71VXc8ceL6JuVEFBZi8XI/HsW43J6cTm9QX82IsIs/O/vpvLXpxbz0MLPMZsMNLW4mXXVhC7LOv0+BsUk8EbhFt7ctZVJqZlcmTOY/tFx3LX6C/42fgoxFutxY6yp38cnVdt5tngVgyL6MDmhP2fH96ePJZIFu5cxPWU4QyKTj1le13WeKf+QOl8TyaZYhoVnMzwim0FhmdgUCx/XrCbWGMnE6OHH7DZRdZVHD8zHLFvINGeRYe5HlqUfKaY0FElhqyOfGn81EyPPwSR3PgjZozWxuvlBogwZRCmZRCuZRCkZmOTWwWh2tYQ97k/Itf4P4UqfTmP49RZ2uZ7AJvfFpvQlTM7AKqejSGYAvHo9e1xP0df8SyKVzhdd03QPVd5nMMlpmKW+mOR0TFIyktT69arjodQ9lzjDFYQr4zp9T3Rdo8n/TwxSKgYpDYOchkw8knT4XE2nzvt7bMp5WJXz2mIf/XfRtf+ClIQk9QH6IEmWdvuo6p+RpCHI8mVIUninr0fSVgLR6FISEA9H/S5ZWwAkoMkzQAr+O62n9NRVA3l5edxwww0dnk9NTUVRFN555x0WLlzIKaecwtNPP82tt97K4sWLcblchIe3f4+tVisul+u4q+12te3IBOHIbYcX4DuybGcr+HYmoESgsLCwR1ce7I1OHZvdlgiMHBvcQeawkWOz2xKBkWOzQ+pLHjmmX1siMHx0FgaDElKMVw89PmVIGrYwc1DltzdV8EDhF1S47dj9LjY2lrcd/CfGZzM5fgCnxfTFKB+7bj5V5W/53/JxcSF9w6N4YcdG/JrG2KRU/jJ6COP7pKMEuF7EG4vy0HWobXAwfGAquTmdf8kfj8/nb3t85tm5jJ0wIOCyVpuJW+88n/l/fg9d09vFCjiGxcTUSUP4xzur8fpUlq7eySWTh5KSGHXccmnhkTw+4XzKW5p4f28Bi0oKWVFeQnZUDEX2Bn69/GOemHA+OVHH/oK+Z8C5XJ12Kl/V7OGr2j08W7yqLSlo8rn5snoXv+o7hl9ljMUgdf43+XPmL9nSXMTWliJWNOTzRf13KMgMsKVhlA1sbSlmZcNmbk6dSoo5vkN5TVe5MOYS9rlL2OcpZpuztTXIKJlIN/clRolloyOPvOa1XBQzjRFhozr8/3j1ZiRJpsy7mhJ9advzFin2UHKQQan3a0q9X5Npnkyu5QrCjkoIPFodTWoBNf6vjnhWwiIlYVMysMl9satb2eRYRYwymgzzdUQbhreL4dNrqPd/hI7niGcVTFIKJjkds5SORytmn+e3WOQBJBivJ0o5t93BXKOWJv+zR71LptakQErFIKXi18up892N4n+ScOVawg2/QJaOHIHfhKoePd16NEjJSPRpTQ70cjTtIzT1SWR5OrJyDZLU7/vddRVFvR2J1pYhHQmIO5QUJKJLCUh6FbL+FrL2HLp0Ppp8Dbo0HH6iY2XGjx/Prl27Ot128cUXM2XKFIYOHQq0Xnb/2muvUVxc3OmKui6XC5vNhtvtPuZqu8dbiddqtbZbfffIbYcTBLfb3ZaAdLaCb2cCSgQuu+wycnNzmT59OhdffDGxsb0nC+wpw0dnIskSuqZz6th+XRfoRO7QNMwWIx63j5EhxsjITiQ2Ppz62paQY8TGR5CZk8i+vdVBvRa/pvLa/jxe35+HdqjdbFNjecAH/8MaPW7uWbOMjTWVAOxvsXNJ5gCuGzicrMiYoF7L9t0VbNxR1vZzU4ubioN2kuKCuyTJ6239oktIjOT6WZOCKgswIDeFy64cw0fvrMfnDaw5/UhOl5d9B+qRZQlN01E1nbf++x13zzw3oPJp4ZH8bsQ4Zg0ZxWele/jH9g0AVDiambl8Ef877hwmpPQ9ZvkMWyy/zhjLrzPGUuqs56uaPSyv2U25uxGAV/avZ11DKfcPvIA0a3S7spIk0deSRF9LEpckjMer+Sh07mdrcxFbWooode4HYIdjH3/Ys5DLEiZwWcIETLKxLYZRNnFG5ETOiJwIQIO/nn3uYvZ5itnnLqHE/R0AdrWRf9f+i2+bv+GSmMvJsHw/YDlCSWVy5KPouo5Lq6VR3Ydd3YddLcWullLt24p+6IBW4lnGPs8KMs3nHEoIkgAIUzI4PeI/qLoLp1aOUyvFqe7Hqe3HqZXS4N+Ejq+1juoGGpwbiFKG0td8LbHKGCRJwiynMdi2Cr9eg0cvw6uVtd17tTIc+sa2JMGt7abM81eqpOeIN/6SWMOlyJIVRUok1fIdql6BXy/Drx/Ar7Xeq/oBPNoGdFrP+FS9Erv/MZr8zxOm/IIIw3UY5BQgDINxCbpeBXolOgfR9UrQq9ApQ9e+Aw53JznQtDfQtDeQpAnIyrVI0kQkQFXeBg4i6TWH7quBGiS9DEnfiERrl5KED0lfjKwuRicXVbkaXboIpOBayE6YH6HHIisrC6/3+67Ow104uq7Tr18/Pv/887Ztqqqyf/9+cnJyqK2t5c0332wXq6SkhKlTp5Kdnc2BAwfwer1tl+SXlJQwduxYMjIy8Pl8VFRUkJKS0rYtJyeH6Oho4uLiKCkpIT4+vm3b0V0QnVHmzZs3r6udpk2b1rYi4NNPP82OHTswm8307du316/653R6u96pE2aLke2b9oEEV/76zJDO5hVFpmRPFQ11Lfz6N+cgK8G/V5IkUXWgkdKiam664zxM5tB6cxrqWijcVs6vfnMO4RGWLvcvczXwxx3/ZVnNrnb/X2EGE3/qfy7DolJQjnG2eKR9TY3cunIxuxrr2j0fZjTxi+xcTErgLRy6rvPEKyuoa3SQFBfBLVdN4OYrz+jyLLozG/OKKCmq5q6/TiM5Jbhk5LABuSlsyy+ltqaZ6VeNDeozYrUYGT20LxNGZdPY7KKssoGyygZGDU4nLvrY3StHM8oKhQ21fFn2fT+gT9NYun8vNoORoXGJXdYr2mhlSFQK25sqKXZ+/3eq8bawpGoH0UYbA8ITjhlHkRSSTLEMi8gm09qH1Y3bUGnt49fQKXCUstZeQLolkURT5++1VbaSbEoh1zaYUeFjKHTtoFn9fg4Qu9rIZscm3JqLTHM/FOn7z40kSRjlMCKUVBKMg0kzjSfH0jpKusa/rXUfZKxyHDoqdrWUSCUNsxzZFkOWjJjlOMKVfsQYRpJonESq6TLC5Ky21gIJIzY5HbMch09vwiDZsMhJbXVQpHBMcgpWJZcIZSzRhvOIM84gQjmTev/HgI6MFbOcg1UegHyo2d4kpSJJEpJkRJFiMcpZmOVhWJUzCTNcRLjhKsIMl9Pi/wDwIhGOScrFopyGQUpHkmQUKQ1JUpCkWCSpL5I8GFkegyyfg6xciqL8Elm+AU37DGgEopGkEa3b5fFIUiZIMa2tFFISSP3Q5aHo8jh0+Rx0eRqacjWafBOSnodEBTrR6NJINHkKmjwFXRpKa1fC8b8XwoJskQzUM9+s63aM3551elD7m81mnn32WcaNG0dsbCxPPfUUdrud3/72tyQnJ/Pkk0+SlZVFeno6//znP6mqqmLOnDmkpKTw6quvYjQaGTRoEB999BHLly/n3nvvJSkpiWXLllFeXs5pp53G6tWrefnll7n//vuJi4ujsLCQvLw8zjrrLHbu3MkTTzzBH/7wB/r06UNNTQ1Llizh7LPPpqqqigcffJAbb7yR/v37H/d1BLTo0JHy8/P55JNPWL58OV6vl6lTp/KLX/yi13YddGdCoU/ezaO+tplf/eackGOsXLqdLRtKuGPuJSHHyM8rZsn73/HXv/1PyDGKd1fxj8c/428vdOzrOpqqa6yuK8ava5hkBZNkaL2XFUyygWijlQRz5/2LR6p2OnipYCM2g4k+tnCSbGEkHbqPMVuRg0yu1uaXsPDfq7jywlM5/8xcjCF0kxz24jPLiIoJ48prx4ccA6CqooG5c97in2/PxmgMfcjN7n3V/Ouj9UiSxPw5FwedeLr8Pg46HRx0trTeXK2Px/VJ59z0rluB3KqPCrcdj6bi01S8mh+vpuLVWx8Pi0yhjyWyyzhFzgN4NB8GWcEgtd6MkuHQvUKUIbzL11bnq6XGV41VtmKVbVhlKxbZivGIFoWuaLrKAd9arFIsNjkBixyLLAX/ean1rcEghWGVUzBJcUf02QeuRd0I6JilvhikYydUx+PVdqDpTRjlbGRCi6Hr+9H1EiRpINB1gth5kFokfSu6lAv0Cak7oKcmFDrlwe5PKLTr3uAnFFq0aBH/+Mc/qKqqYvDgwfzv//4vmZmZAKxbt44FCxZQVlZGbm5uu3kECgsLmTdvHrt27SIjI4N58+a1zSNw4MAB7rvvPjZv3kx8fHy7eQQaGxu5//77Wbt2LTabjdtvv50ZM2YArV0BCxYsYNmyZUiSxPXXX8/s2bO7fA1BJwKHX9zSpUv58MMPMZvNOJ1Ohg4d2u5F9hbdSQQOlNZRV9sc0uC6w+yNTrZvKuWMybkhx/B6fKz6soBzLh7e9c7HoGk6S/+bzwWXnRpyjB+Truus2lDE6CF9sVm7P4Pl5//N59yLhoU05uJoK77YxrgJA4Iee3E0XdfJLygnrU80iUF2dQjCyeKnlgj8FAScCBQWFrJo0SKWLFlCfX09EydO5PLLL2fSpEk0Nzfzl7/8hbKyMj755JOernNQupMI6LqOpukoITTpH8nvV7t9wOktMX4qNFULqaumM62jtfUTFk8QfspEItD7BNSWOXXqVIqKihgwYAA33ngj06ZNazdgMCYmhksvvZS//vWvPVbRH4MkSShK90fCnoiDb2+J8VNxIg/akiQhnYDPiSAI3dBLpzc4GQSUCIwfP57HHnuM3NxjN2+PHTuWzz777IRVTBAEQRACJVYfDF1AicDcuXO73Cc6OrrLfQRBEAShR4hEIGRiZkFBEATh5CcSgZCJ0U2CIAiC8DMmWgQEQRCEk54YIxA6kQgIgiAIJz+RCIRMJAKCIAjCSU+0CIROjBEQBEEQhJ8x0SIgCIIgnPxEi0DIRCIgCIIgnPxEIhAykQgIgiAIJz0xRiB0IhEQBEEQTn4iEQiZGCwoCIIgCD9jokVAEARBOPmJFoGQiURAEARBOOmJMQKh6zVdA88//zyTJk1i9OjRXHfddezevbvT/err6znllFMYOXJk2+2+++77gWsrCIIg9Cr6Cbj9TPWKFoEPP/yQRYsW8cYbb5CcnMwLL7zArFmzWL58ObLcPlfZuXMn/fv3Z/HixT9SbQVBEITeRrQIhK5XtAg0NDQwe/Zs0tPTMRgMXH/99VRUVFBVVdVh34KCAgYOHPgj1FIQBEEQfnp+sBYBv9+P0+ns8Lwsy9x0003tnluxYgXR0dH06dOnw/47d+6kvLycCy64gJaWFs466yzuueceIiMje6zugiAIQi8nWgRC9oMlAnl5edxwww0dnk9NTWXFihXt9rv//vuZP39+h24BgPDwcMaOHcvMmTPx+Xz86U9/4v777+fvf/97j9ZfEARB6MVEIhAySdf1XvP2ffzxxzzwwAPce++9TJ8+PaAy27dv55e//CX5+fmdJg41Nc0h12dvQz0+VSU3PiHkGKX2Rpo8HoYmJoUc40BzEwcdDk7tkxxyjGpHC+XNzQxLTMLQyft0snL4vIQZTSGVbfZ6KLU3khMTh8UQfE68v6kRn6qRHRMb0u93+LzYDEYkSQqpvCCcjBISInok7rDfd/9kcOuTd56Ampx8es0R4bnnnuPhhx/m+eefP2YSoGkaTzzxBOXl5W3PeTwejEZjp0lAdy3c9B0PrfmmWzHe3L6Fe75e1q0Yi3YXcvvSJd2KsaK0hN98sZgWr7dbcXpCvdeBR/UFXU7XdW5cvoiHN6wK6fdurT7IzM/+S2FdTUjl//z1cp7dlBdS2S21VVz8yVtsqqkMqXyl2x5SOUEQhKP1ikTggw8+4PXXX+ftt9/m9NNPP+Z+siyzefNmnnzySZxOJzU1NTz55JNcfvnlP2BthSPV+5p4tuxDnKo7pPJ13hbmbP8PD+75NOiyG6orKG5qIDc2tBabsqbWg2l6ZFRI5dMjI9tiBGtAdByyJPGfPduDLpvXsI9r81/h8+odIf1ugE9q1rCmMfjffaRSdyndaVDUdb1b5QWhHXH5YMh6RSLwwgsv4HA4mDFjRrv5AYqKigAYOXIkGzZsAODxxx/H4/EwadIkpk6dyoABA7j77rt/zOr/bBW07ONPe//JOnsBJa7gz2zrvC38bvu71Hib+UXyqUGX/8+e7USZzFzQNyfosgBlzU3YDEZiLdaQyqdFRFLZ0oxf04IuazUYubTfQFZWlFLpCK77amhkKsMiUnl07+chJQOqrrK+qYCnyt7ntYrP8etq0DGKXEX8X8VTvHLwFRr9jUGXByj2bOGt2v+lzLMrpPIAdv9uPFpDyOUB/HqTSEh+AiS9+7efq14xj8AXX3xx3O35+fltj5OSknjuued6ukrCcei6zie1a3i76ksSTTHcm3U9fS3BjYE4Mgl4OHc6I6PSgyp/oKWJbypKue6U4SH17wOUN9lJi4gMuY8+PTIKVdepbGkOqVVhRvYg3tq1lff3FvDb4WMDLmdVjCzIvZy5Oz/i0b2fA3BB4uCAyyuSwv1Zv+b1ys/5tG4dxa4K7ux7BTHGwPtuMy2ZXBRzMUsbv+DRske4OHYq4yPHI0uBn1uoukqTWs87dY/SzzyMMyN/QaIx8M+Brutscz6GQysnyTiBvuZpxChDgv577nbdiYqLeMOFxBnOxyQnBlUeoMLzO2SshCtTsClnIEvmoGM0+x5DkmyY5bMxSLkdXoeu612+Nk39FElKBGkYktRx7EwgMSRtI0jx6PSFzvbV9c6f/7H9jA/k3dUrWgR6m87ODoI9YzhRMY4uE8qZy4mI0ex3srFpF07VzZP73+XNqmWcGjmAR3JuCTgJ8Kg+vq3f260koNblpLyliff2FiBJEjNyBgX9WuxuN7quU9bcRFo3LjtNi2gtW9bcRKM7+K6R1PBIzkrJ4OOSQtx+P1tqO86bcSyHk4ERkeltLQMu1cea+qKAyhtlAzNTp3J72uUUuyr4095/UuDYh6qrrG7c2mV5RVI4N+Zc7k77I+nmdD6s+4BnK56hytvaMrSm6dsuYwywjuLmxEc4M+IXlHv38HrNPJY0vIjdXwvAdy1fHPezKkkSw8Pmkm66iBpfHnktv+fb5lso9SzCrzsA2OP6F37ddcwYuq4Tb7wIBSvl3ufZ4ryMXa451Po+Rz1U7oDnJXxa3XFiaChE41BXUem9k2LXJKo8f6bFvwJN9wBQ73sBr7bvuPXw6dtp8T9LnfcX1HjOock3H4+6Gl1vHdfjVF/Bq20+bgxdnY/m/yWabwyq7yY09SV0bTv6oVYfXfsXurb0uO+rQf0rJv9FmPyTMPjvQlbfRtJ3g97a8iXrHyBr70EILUk9SnQNhEyZN2/evB+7Ej3J6Qx+cFyz18t9q76iqqWZFq+XwrpasqJjiLZYAo7h1zTmfv0lVU4HdS4nlS3NRJjN9AkLD6ou936zgoqWZg40N+Hw+fBpGhlR0UHFWLDmG0rtjZQ22fFpGg0eF/1j4wIur+s6z5R/yC5nGf+tWcMuZxnXJJ3DDSkXYpKNAcd5v3ITH1dtYfHBrSG3BOxsqOHedSvYXFvJ+D7pTM8OPhHYWFXBUxvWUVhfS7/oGA46HAyOTwzqTHLtgTLKmptYc6CMOpeT7yorODezX9B1iTFb+bB4JxsPjXc4Nz074LJGWWFi3AB2NFfwQeUmKjyNfFa9g0uThgd8Zp5h7cOpEQPIa9rJZ7XrafI7+KDmG06PGkyEwdZl+TAljNHhpxFrjGFjyyZW21fh1b0sqV9CojGRZNPxr3RRJANp5gEMD5uIpqtsd35LvmM5Lq2FfMdyWrQGssxDj/m3McsxJBjHkmG+FIucRJO6hwO+Lyj1fIxbq6bav44K7zLiDaMxyh1bPCRJIkwZRILxUmIN56IQRrO6kTr/Eg763sOjldGsbaXK9xY2+RTMckqnMcINk4gxXIdFGQbo/8/eeYdZVV39/7PPObdOhaF3mEHEAgMoCqJgQVFBIqJJiOVNYqJEfhr1tRELKWKKiK8kktgLmigWVNAICGJBBAUFpClDmxnKFKbdesr+/THMMMg4M+dcVJD9eZ77PHPvPut79zn3zt1rr732OkTsJVTbr1NhPUfC+Yqks4ky82E0sghoxx10PkIIQvrFhPTLMDjGHeIAACAASURBVERPJNXEnQXEnVeJ2s9gOuux5XZqrOk4MopfG4QQxkEaQhuH0E4E0kGuA/km0nkR6cxCOp+D3IV0ZiDl5witP0Ic/FsitcE45AEamvwEXb6N7ryA7jyHkKsQsgzDeQTNWYIUeSDc7WZKS3MfLWkJ/3xrWcoaE8//5hy1HzIqItAImYEAVYk4X+4tZ1ekhtV7dtPdZejXp+vomsbqPbupTiZZsKWA49u4CzkKIcgOBPm4uAgJvLh+LQPau99C2CE9gyU7tgHwwvq15LvUWLx3FcurNvB5zWZq7Bh39ryCH7U73VUYuNqK81zRcjZFdrMjvpcpfca4dgIAdkdr2FpdQbWZZE3ZHv786fuuIxxdM7NYWrQDR0oWbi1gbzyG5jLU2T0rmweWLwXgk13FtEtLc2UPsLJkJ39bVauxumw3u6MR1xp1kYGe4TYsKt1IUbyCeXvWuNLoEerAn/N+zYCM3swv/4SEY/LQjpdbnDsghGBwxinc3uV2+qX1Y1HFOwD8u+TfbIkXtOw8tHTOzPoJv2w3lWNDg/k0spC4jLAy8g6Lqp5v9jM2RJhugdEMzfgnp6Q/SHvfaRQm5xN1Cql2CvioZhJl5jfPpmv70IMugWvpF36FPsEZtDJGUG4tIuqsx5RlbIxfT1Hy8frZ9cHXwUeafjodAn+kV2gxnQJ/J10/h6j9ATHnEyRxSsx72Zm4Hks2HmHQRTvCxmW08s+kXWAp2b6/E9RHYTqfkHCWAA5R+wlKk+NIOqsOsheiNUI7H834Pbr/bTTfuwj9LwjtTJCrQe5bhpXv45ijcawZSHlgNEuKY3D0CVjG/SSNd0kYb2Lqf8QRZ6LJzejyDQA01uG3r8CwbgW5u8lr+13wfeQIXH311QfktfXv358+ffqwcuVKAJYuXcro0aPJz89nwoQJbNmypd523bp1jB8/nvz8fMaOHctnn+3/fhYWFnLVVVcxYMAAzjvvPBYvXlzfVllZyXXXXcegQYMYMWIEs2fPrm9LJpNMnjyZwYMHM3ToUGbOnNmi81COwDcwrEv3/X937eZpHXlY1271fw/p3NXT/v2GGgPadyTd737P/LAu+zVys1vRKb3la8HFiVKeLH6r/nnUifNFzVYc6S5B7vmi5VRb+39wHt32AXsSVa40gAMGywy/n0knnuL6s+mUnoG+z8anafy47wmu+9EpPYOzG0QAunnIERjYtiPnN0h03B2rca0hpeTfRcspiJbWv/bUjo+I2u4iYTsT5RQm9m+j3Bwr5qXd77rS8Gk+wnoagtpra0mLJ3Y9QYnZ8u2ZWUYb+oROIij2RyNa6gxArVPSyjie48I30NrY/7masopPIrexLTGnWR0hNDKNk+gZuJM2vgsatDgUJx9jU/xGTKe8GY39TkGO7/oD2iLOe2yPjafGXtKkhibCBPWzyfLdS5bvLzT8ubblFsqTP6PK/OtBA/mB/eiIpv8IzfgLmu85oOFSWBLp/B3HHI10vqEvQoDojqONwzKmkjT+g6TzAYfoch5+60J0+1GQ7rcBHzK+h6WBxx57jFWrVtU/Ro0axejRoxk4cCClpaVMmjSJm266ieXLlzN06FAmTZqElJJEIsG1117LuHHjWLFiBVdccQUTJ04kEqn9fbvhhhvo168fy5cvZ/Lkydx8880UFxcDcNdddxEOh1m6dCkPPfQQ999/f70TMX36dIqLi3nnnXd4/vnnmT17Nm++2fyOrMMiWfBwZFjXbsz49OPavxs4BW4Y2rkbmhA4Uh4woLthYIdOhAyDmGV51jimdQ7twmnsiUYY1rXl52JJmxk7XiEhTQSCARl5nNVqIAMzj3EVDdiTqOblnbWzl1a+MFd2OZXR7fvh03TX51I3WGb5AzwwbJQnx8jQNLpkZLKtqpILco8hJ9R8CLwxLj++P/O31K7Je3EEAP6nbz4FVXv57/avKI1FsRzHlcMohOAX3U7jtNZ5PLLtPT6t3M5eM8pLxZ9yZdeWhznzwp25vfsEFu9dxZKKz6m0Irxa8j79MnI5Lq1HizQCIsCwzGG08bVhQ3QDm+NfEXEiPLrzEa7vfAPpevPLYlJKMvU2jMi6jF3Jrewyt1Ji7mBlpDbKcFbmhBY5fkmngs7+UbQxBpOQ5SScMhKynO2J14k6u+gT/AVaI8l0DbGpIl3LJxTIw5Y12LIaS9ZgU01h8p908V+DT2t6iU1KE11k097/RyRJpEzgkESSIG6vxic6EdB6N3tNJMl9zsDBI5cp1+MXA5q9Jsg9aMafgOC+RwgIgAgBwZYlErILS78FSTqQBiJ9/9+Ev9ckwu8763/hwoUsW7aMefNqa77Mnz+fvn37ctZZZwEwceJEnn76adasWcPevXvRNI0JEyYAMH78eJ5++mmWLFlCnz592LRpE8899xw+n4/hw4czePBg5s2bx4QJE1i4cCFvv/02gUCAfv36MXr0aObMmUN+fj6vvfYa06ZNIyMjg4yMDC6//HJeffVVLrjggm/sNyhH4BvpnpVN18xMymMxBrQ/+J4HLSE7GOSEtu34omQPQzq7D4MD+HWdwZ26sGT7Vs8OiRCC07p049VN6zmtS8udidm736XGjvGT9mcxolU+rX3eEuue3vEROoKfdx3KpZ0GEda9VQKE2oiALgR/GTqSLuneE/26ZWazvaqSnx1/omeNY1rncErHzny8s8j10lEdQgjuPPkMiiJVrCnbQ0ksQsc095XX+qS3Z9rxl/JJxVb+te19/lP8CRd16E+2r+VOTudgWy7veC4/6XA2K6s2sWjvSh7eMYe/9L6GNL35LZZCCNr729Pe357hWcNJOkk2xzezIbqeueVzuSTnEnzN5JQIIWjr60JbXxdODJ8OgCVNSs0idplb2GVuoaO/+VyMsN6RsP7NS2AtiS4YIosc3znNHtcUQvjIMM5NUUMQ1M9MSQNAaINS1pDiWKQ4TG/69i05Ak3dJyc9Pb3+mPvuu4/bbrut/rWCggJyc/fn/Oi6TteuXSkoKKCiouKANoCePXtSUFCAz+ejc+fOBBvkpNW1bdu2DcMw6Nq16wFt8+fPp7KykrKyMvLy8g5oe+6555o9R+UINMGwLt3ZE6nBp7ufue7X6IYuNDID3hNkTu/SjW2VFSlluJ/etRuLt23h+BaWS044Sfpn5PLj9me6mv1/naJ4BSHdx/MDr6aV39vMuyG7ozXcMeh0BrU7OGnLDd2yshiu9aBbprvEy69zxQn9+bxkN23D7nME6gjoBn877VyuWvgqu6PeHIE6TsruwcCs7iwu28ii0g2M81CfwRA6g7P6MjirL+VmFaXJStJC7mst+DU/fcN96RvuC+B6OWl/f3x08Pegg7+HJ/vGUGWdFS2lJffJefPNNwkEAowaNaq+PRaL1TsFdYRCIWKxGNFolNDX/qeCwSDxeLzZtuDXktbr2mKxWP17fL2tOZQj0ATDunRjd9T9uu3XNfQUBlKAIV26ss1jBbs6BnboxFk9eqK3MOwc0PwtDgk3RcdAFpN6pj6bqeOcrr0Y2yv1GUm3zCzO7NYzZZ1BHTpxXs+8lAeWnGCYB4aNYleK3zcATQjObnMsziEoktPal+k5EvR1UnEoFYrm+LaWBoYOHcrGjU0XvXrllVe47LLLDih1HwqFDhqEY7EY4XCYeDx+UFs8HiccDjdq17AtkUg02lbnIMTj8XoHpK6tOdR/ZhP0b9/Bczi+jp7ZrTg/t+k1wObICYX56XHeQ9gAQcPg6v6phwbd4jYbvymklFx1bP4h0RrRtQcntHVfOObrCCH4zYCTD0GPassOn9bB2xJSYxzKa69QHPZ8T3UEampqWLFiBeeff/4Br/fq1euAXQK2bbN9+3by8vIOagPYsmULeXl55ObmUlRURLLBfWHq2rp3745pmvWJgw3bsrOzycnJOUB3y5YtBy1BNIZyBJrA0FIL6UPtQNHaQ1j16xwuGt8nQogWRzSaI8tFTYjvUutQnZ9CcdTxPTkCa9eupV27drRvf2BhtZEjR7J27Vrmz59PMplk5syZdOjQgeOOO44hQ4aQTCZ59tlnMU2Tl156idLSUoYNG0Zubi55eXk8+OCDJJNJlixZwscff8yoUaNIT0/n7LPPZtq0acRiMVavXs3cuXMZM2YMABdddBEzZsygoqKCrVu3MmvWLMaOHdvsOahfHYVCoVAoPFJUVETbtgfnXrVt25aHH36Yv//975xyyiksXbqUGTNmIITA7/fz6KOPMm/ePAYPHsysWbOYOXNmfRh/xowZbNy4kSFDhjB16lQeeOABOnasTX794x//iGVZDB8+nOuvv55bbrmF/v37A/Db3/6WHj16cP755zNhwgQuu+yygyIVjSHkD/xuGyUl7m7oolAoFIpvj7ZtvSfDNsWgX09PWePTR248BD058lDJggqFQqE48vlBT2m/XZQjoFAoFIojHvHDDm5/qyhHQKFQKBRHPsoP8IxKFlQoFAqF4ihGRQQUCoVCccTzfd9r4EhGOQIKhUKhOPJRjoBnlCOgUCgUiiMeFRHwjnIEFAqFQnHkoxwBz6hkQYVCoVAojmJUREChUCgURzxqacA7yhFQKBQKxZGPcgQ8oxwBhUKhUBzxqIiAd1SOgEKhUCgURzEqIqBQKBSKIx91rwHPKEdAoVAoFEc8amnAO2ppoAnidpKYnUhJI+GYRFPUSDoWETuekoa5T8P5AXnNjnRSsk84JqZje7aXUqb8uaR6DgqFYh/yEDyOUpQj0ATTtr/C5K+eSknj0aL/MmnDwylpvLB7CVeuvT8ljf+Wfcrla/9GjR1LSefr2NJKyb44WUyFVeHJdkH5J/x20wyqrIgn+1f3LOWyNVMxHW/nMLNwHr9Z/w9PtgCzdi5g8uZHPdk60mFDdIPn94baz07+gBxDxdGNcFJ/HK0oR0DhmSp7L//cPYUvY6s92VvS4tndz/Cvnf/0NDNeXVNAwjHJ0MOe3r/CihDWAvg0bytkmUaYajuK7XFWn64HKYjtpNyscm37YdWHPLLrX56dgbgT5dmSaXwSWezJvlajmlWRN5ApRDUSThWmE/Vsr1AoUkc5AgpPmDLJ7NKHqbEryNRbedJ4p+Iddpu7ubD1hWjC3VfRkjZra7bQLz0XIYSn96+wamjlS/dkC9DKSEcClR4jEv0ycgFYXbPZte0pGafQxmjDS6WzSTjul578IkhQCzG/4kW2xNe7tgfYGPuAZTX/4f3qpz05A1JKPqz+MwurbiNi7/bUB0da7Ew+iy29R7qktIg7mzzb12o4SJlMSUORImppwDOHjSMwevRo+vfvz4ABAxgwYAAXXnhho8clk0kmT57M4MGDGTp0KDNnzvyOe6qQUjK3/Bl2mtu4qNXPae/v6lpjd3I3C/cuoF9aP05IO9G1/VfRImJOgn7pvVzb1lFhRsgy0jzbZ/vS9unUeLLvEexAhh5mdXWBa1u/5ufStpdRbpXz9t63XdtrQuNHra+mtdGWl8v+Rbm1x7VGv/Ao+oXP54vYQk/OgBCCvqHxxJxSFlTeQqnpPrpRZX9MYfJh1kZ/RqW13LU9QKX1OltjP2Fn4vdYssyTRtz+L3sSo4laryOlt7wTy3mPmHkzdipOidyAcFamlEEv5C6EdP99+L4RMvXH0cph4QjE43EKCgpYvHgxq1atYtWqVcybN6/RY6dPn05xcTHvvPMOzz//PLNnz+bNN9/8jnt8dPNRzdt8EVvOGZlj6Bse5NrekQ6zS1/Ep/kYlzPOUx9W12xGACem4ghYEVoZ3iMC2ftsKzxGBDShcWJ6L1bXbPa0NNI71JvB6YNZUvkuhYkdru2DWpjLciYB8GLpP0g47mbVQgiGpv8sJWego38gZ2f+BUMEWFx1J9sT77myzzZOo0/w7wg0NsVvYEv8T1jS3VJLhnEOrYyfUmm9QUF0LGXmM0hputLQRGsEaVSYt1OS+BExe6Hr/AtHFmI5C4iao4mZE7Gdz13ZA+j2Yxj25RjWj9Ds50G6d1L9ziOE7XMJ2tehO/PhSIl0SJn64yjlsHAENm3aRJs2bWjdunWzx7722mtcc801ZGRk0KNHDy6//HJeffXV76CXRzdV9l4AvoytZlHlqxwbGsjpGY1Hbb6JuFObYf9x9TIK4gWMaT2GTCPLU39W12ymZ6gjmSnM6CutmvpZvRey9723V0cAoH96LlV2lG1xb6HxMTkXkaan8ULJC9jSrr/GLSXH156Lc35FmbWLOeWPI6VT/1m3hG9yBvZaRS3WyDK6cU7W32hl9OKjmmmsjf4HKSVl1pctGkwzjUEcH55FB98ESq23WBudQLn1LgCV1kc4sumlE11k0j5wCz1DLxDUTqQkOZ2C2HhqrPeRUlJjvY8tK5vUCOin0jbwMq189yMx2Zu8ntLEj4nbS5FSEreXYDlNXxO/PoE0/7v49d9gOcuJmpcSTf4PlrMMKSWW8wG20/Qyjq3/Hlu7G9DQnT9hWMPRrXtArgNAOEsRzodNaiS1KzDFVWhyPSHnf0mzz8Fv/xlN1r63JldhOI1P1L5PVETAO9+ZI2BZFlVVVQc9ampqWLduHYZh8OMf/5hTTz2VX/ziF2zefPC6aWVlJWVlZeTl5dW/1rNnTwoK3IdWmyJmJw/YFpZwTKotd7Ml07EPWDu2pE2F6W7AkFJSblbXP7elc8DzllLWIBlNIj1pLKyYzZrIMuaUP0Y7X2cuavU/CJfr+gsrFrI6spo3yt+gV7AXp2Sc6rofH1V+wY74Hr6MFtEvPde1PcDW2G6qrChxxyTLSPO0hdB0bLL35RdUWhE2RVo+8DWkX0ZtROPz6q94s3SZa/s0PY2Lcy6mKFnEksp3eWr3k9guQ9O5weM5J2s8X8ZX827Va7xa9ijVdst3cjTmDLxf/TQ7kxtbrBHUsjkz809085/BF7F/s6zmAdZFX6AgsaBF9roI0jXw/zgu9BiGyGZz/A6+it3BHnMOWxL3tsihCGi5dA0+TOfAg4CkMHE9hYlJVFrz2BGfhC2b/v8VQiNkXEC7wBtk+X6PLUsoT15NWfLnxOy3KUteieVsb1JDE60JGL8l3f8ufv1mHLmBmHklUfMnWPbbRM2fYTlNLIGINBz9J1jGK1j6v5HiPIR8HZ81Ht36MUIuQLevQbOf+MYZsBQ9Seo3EtXnE9NmYItB+OSLhO0fE7IuxXDeJujcQcD+05ETLVA0yXfmCCxfvpyTTz75oMdFF10EwIknnsi0adN49913OeGEE/jVr35FPH7g7CYWqx2MQ6FQ/WvBYPCg41LFEDo3bnyEzdGdlJhVXLfhH64zww2hcddXz/B5dQERO851Gx6m2naXHS2EYNq2V/iwYj0Okhs2/pPihPs1zEcK3+Kt0k8AuPOrZ1gfafrH6OtU2xVsiK3ktb1PoAuDy3J+g18Luu7Hhuh6ntr9JEknybicS1wnCALsTJRxx1ePIJFUWDUsKl/pWmNHvITfbvwXAMsrN/L3Ha+71lhdU8Bft74EwOsly3iyuGUDVkOKE6UsLP+UND3IS3uW8FpJ0zO1byI/bQC9g72ZWz6XTbFNbE9sc60xOP0c+oWH8GH1W+xIfsWqyAeu7L/uDBQlv2BZzX9chcd14efU9Js4IfRTtiffo9hcwefRJ4naLf/Op+l9OS70JJ39v6bC/pAK+z3KrQUUJx9r8XlkGMPpGXqJtr4biNmfUW2/TdxZS1H8pmajC7UaPtKMS2kf/C+ZvtuwnC+J2XOw5U5KE1dhOVtboJFBwLiGNP9iAsadSLkT03kBqCFm/gLTbiYvRAik1h/bmIplLMbWbkPIanTnBQQOunM/un0rNJVkKQxsbThxfToR/R0S2q0A+OXzAPjki4TsqxDSmxN8yFHJgp75zhyBoUOHsnHjxoMeixYt4ic/+Qn/93//R5cuXQgGg9x4441UVlayfv2BYbBgsHbwaTjwx+NxwmFv28e+CZ+m0zvcib1WDRE7To4v03UIWQjBCek9KDWrSEoLgaBLoI3rvvTP6MnuZG2otsKKcGya+8S8gZl57EyWA7AzUU5+hruZ9GeRD3CodYTiTpRFla9iupwJVFqVFCeLAXBweGzXo5SYJa40oNZJS+6rXfB+xWr6hN1fj9xwR/ZatWunX8V2MjS7r2uN/IzceqeswoqQF+7oWqOjP4eCaDERO05SWviE7lqjNt9iNl/Gv6x/bb2HLYUbYiv5Kr6m/vmqmvdc14iotHdRau53QnaZm9iacOeo2SRIyho0fACYMsqnkX+6cig04SNDz8cv2te/Vmw+Qan5XxcafjKNUQS0/d+NqLOc4sStLc4fECJAWL+MgD68/jWH3ZQmrsR0WrZTRIgQPu0KfPpPGryaJG7dQNL+T4s0ENk4+lXY+m3IBsVkNTkPw/oZtGQgF60wtctJ6H9AklH/ss4XhO0fozvucju+DdTSgHcOixyBF154gaVLl9Y/t20by7IIBAIHHJednU1OTg5btmypf23Lli3k5noLETfFyZnHNPq3d43enra5NdQYmJGL4WGwOCmzd/3fx6d3J01v+WzekTYrI/v/yQekncHoVlfgE35XfdgY2z84dfZ35vrON9DW19aVBnDA+V/c9nQ6B91rdPC3JqzVfrdaGxmc5OHz1YXGOa0H1D/P9eAICCH4ZecL8YvaH2dDc//ZakLj0jaXcl6r8+pf2xB1vx2wb3gQo1tdSZqWCUC1U8GmmLtktWyjI0Myfkpn//H1r31c84KrREhDBMkNjqJXYCQGtd/TYnM5O5Lvu+qLT7Slve9SMvVTENR+V7cmplJtuzknhyxjDFnGWHyiGwA19nvsTNzT4qRISZSgdjrpxtUEtKFotMKhlLLEVZgt3h0QQRN5+PWbMLQfoYl+QJiEdTcJ6x8tc5KkBAS2fie2Nglb+zGOOBsp/Oj2jQjnsxb3JaHdSkK7haT4Naa4DEsMxSefR3cWtlDjW0IlC3rmsLjXwJ49e3jmmWd47LHHaNWqFffffz+9evXi2GOPPejYiy66iBkzZvDQQw9RUVHBrFmzuOWWWw55nwZm5qEhcJCc3GAgdcMJ6d0Jan7iTtKzM9Ej2J4cXyZlZpVnjRxfJr1CHSiI7TrAKWgJm+KfU21XkKm3ZnSrK+kVPM5TH9bvG5yODfXlyvZXEvSwtADg2zdodvS35kdth3nS0IQgN9yRNTVbOTsnH93DEgXAOTn5vLj7PRwkeaFOnjTa+Vsxvv0Int+1sP7c3CKE4LxWo2ht5PBiyQsUJguptqrJMDKaN27AMaF8uvjz+G/Fv1kXW8GnkSWud4W08/ViTPYdFCbXsKzmP5Ra29gUf59jQ8ObN95Hpt6FQenXcGL4ZxQkFvJlfB4rI4/SztefoNay5NKg1oWg/zLacxm2jFFtf0KF9RHbE9PJDf6JoNalWQ2f1olsbSzZjAXAckqJOquI2auotOaQ7Wt+x4sucggZ5xPifKA278eRuzDlepLOJxiiB6IZp1qIdHz6uQe8JqVEUoojC5CUIWgm2igEUpxRa9tsr78ZR5yEI05KQUFxOHJYOALXXnstNTU1XHrppUQiEU4++WT+8Y9/oGm1P9ADBgzg0Ucf5aSTTuK3v/0tU6dO5fzzz0cIwZVXXsn5559/yPuUaYTpk9aF0mQV3YLtPGn4NIP8jF6srt5C37RunjSEEJyU2ZsFZSsZ4DKk35CTM4/x5Ah8UvMu+eFhjMy+lIAWat6gEWxpsym2iaGZp3FxzsXoHqIaddRFBH7VeTR+zedZJy/UiS9qtjGywazeLTm+TE7K7M2amq10CuR41hndZgjv713tKdrTkJMzTqaV0Yondz/BxtgGTso42bVGWE9nXM6v6BsdyFsVz1Nq7qSNz120QwhB10A/uvhP4Mv4R6yLLSIvOATDZRTJr6VzbOhHHBMcQ3FyOYXJj8gLjnKlAaCLENnG6WQbpyOlxMZ9siyAobUhUxtJpjHSkz3UXhtddETHfQTp6zqCtmjCfUTsh8rRHNpPlcPCEfD5fNxxxx3ccccdjbavWrWq/u9gMMgf/vAH/vCHP3zr/TopszelySrPlevqNDQEPg9h3zpOzuxNYbyUdMPbQFzXjw8r1tEx0PwWzTpiToRT00eSF3Jf8KchOxI7GJk9kuFZI1K6llDrCJyR3Y8TUqgfAJAX7siAjDza+r1tX6zj3JxBRO0EWgrnZQidX3cezXO7Ug+t5oXyuL7TDays+TQlnb7hQXQL9Ga3WejaEahDCI1jQqeRGzwFSyZcOwJ1aEKnS2CIJ9uD+yQwyDwkWorDDOUIeOawyBE4XDk58xjP4fg6BmX0ZnBWn5Q0TkjvwbDs45s/sAl6hTpybs5AVzYhLS1lJwBqcwJGZJ+ZshMA0MqXwZUdz2v+wGbIC3fiPJfXozHyM3oxxEOy4dfpk9aNUTmDU9YBaO9vzznZ3metdaTpmZ6XghqiC4OA5r1eg0LREr6vZMGHH36Y008/nZNOOolf/vKX7Nixv7jX0qVLGT16NPn5+UyYMOGA/LZ169Yxfvx48vPzGTt2LJ99tj9Po7CwkKuuuooBAwZw3nnnsXjx4vq2yspKrrvuOgYNGsSIESOYPXt2fZvXyrvKEWiCLoE29MvomZJGti8t5UE8oPkYmeM9hA216+IXtHEfKj4U+FII4X+d49N6pFREqI62viwGZuY1f2Az6ELjvBz31RUbY0hWat+ThhzKa65QHBE4MvWHSxYtWsScOXN4+eWX+eijj+jWrRu/+93vACgtLWXSpEncdNNNLF++nKFDhzJp0iSklCQSCa699lrGjRvHihUruOKKK5g4cSKRSG2tihtuuIF+/fqxfPlyJk+ezM0330xxce2uq7vuuotwOMzSpUt56KGHuP/+++udCK+Vd5Uj0AS163mpX6Ifksb3zaGIKtTpHKrrcah0DtW5KRSK74atW7fiOA6O4yClRNf1+m3u8+fPp2/fIz282wAAIABJREFUvpx11ln4/X4mTpzInj17WLNmDcuWLUPTNCZMmIDP52P8+PG0adOGJUuWsHnzZjZt2sR1112Hz+dj+PDhDB48mHnz5hGJRFi4cCHXX389gUCAfv36MXr0aObMmQN4r7x7WOQIKBQKhUKREt9SjoBlWUSjBxeD0zSNCy+8kBdeeIHhw4ej6zrt2rXj3//+NwAFBQUHbG3XdZ2uXbtSUFBARUXFQdve66rk+nw+OnfuXO9QNGzbtm0bhmHQtWvXA9rmz5//jZV3n3vuuWbP8cifIioUCoXiqOfbyhFoqipuMplk4MCBvP3226xYsYJhw4Zx4403IqUkFosdUAUXaqvixmIxotHoQW11VXKba2voIDRsS6XyrooIKBQKheLI51sqCFRXFbcxrrnmGkaOHEmPHj0AuPPOOxk4cCCbNm0iFAo1WiY/HA4Tj8cPaqurktuYXcO2RCLRaFvDyrvp6ekHtDWHiggoFAqF4ojn+9g1UFxcTDK5v9y6pmlomoZhGPTq1euAXQK2bbN9+3by8vIOaoPaKrl5eXnk5uZSVFR0gG5dW/fu3TFNsz5xsGFbKpV3lSOgUCgUCoUHRowYweOPP86OHTtIJpNMmzaN3r1707NnT0aOHMnatWuZP38+yWSSmTNn0qFDB4477jiGDBlCMpnk2WefxTRNXnrpJUpLSxk2bBi5ubnk5eXx4IMPkkwmWbJkCR9//DGjRo0iPT2ds88+m2nTphGLxVi9ejVz585lzJgxwP7KuxUVFWzdupVZs2YxduzYZs9DSDd38zgCKSnxVkVMoVAoFIeetm3dlb5uKWee+5eUNRbPv83V8clkkunTpzN37tz6fIG77rqLTp1qS44vW7aMqVOnsmPHDvr27cu9995Lz561W9I3bNjAlClT2LhxI927d2fKlCnk5+cDUFRUxN13381nn31GmzZtuP322znzzDMBqKio4J577uGjjz4iHA4zadIkxo8fD9QuBUydOpUFCxbUV9699tprmz0P5QgoFAqF4jvj23IEzhr555Q1Fi24/RD05MhDJQsqFAqF4sin5Te5VHwNlSOgUCgUCsVRjIoIKBQKheKIR/ywV7m/VZQjoFAoFIojH+UHeEY5AgqFQqE48lERAc8oR0ChUCgURzxebyOsUMmCCoVCoVAc1aiIgEKhUCiOfNTSgGeUI6BQKBSKIx6h6gh4Ri0NNMGW+GdsjH2cksaOxDq+iL6fksbO5Fd8HnknJY0SczufR97BksnmD/6OkFLiSNuz/bbEasrMQs/22xNfsCH2kWf72mu60PM5JJwIm+OfEndqPPchleunUPygkDL1x1GKcgSaYHV0MStq3khJY0PsIz6snp2Sxub4St6tejYljR3J9SyuegZTJpo/uIVsjL1IcdL7QFpkfsobe2+gyi5u/uBGWFj5OMsjr3l+/zXRd/mo+mXP9jsS61hc9SwJGfVkX2oVMq/i/yhKNn6L0+ZYXvMIS6q811ePOaV8GnmIpOO9DHfC2UultcGzPYAtIynZKxSK1FCOgMITldYWvojNYpe5wrPGF9FXsUmSprV1bRu1K4k4e2nn6+H5/RNOhICW5tk+oNXe5zvueBvI2hrdAUGJudWTfVBrRZH5KeXWluYPboS4U8G2xALWxWZ5sgdYHf0jn0XvJuHs9WSfcHbxeeQKdifneO6D6Wwlbq/ybA/gyBKkNFPSkFLFpr9X5CF4HKUoR0DhGikln0Vn4hNhjg9d5Uljj7meEmsDfUNj0IXPvb21FYB2Rk9P7w+QkFGCIhVHoNY24dER8GtBWukd6s/FLX2CozAIsi7mbRBtZeTRMzCKgsRb7LW+8taH0ERMWc0Xsb94Ggh9og0hrTtbEg+w1/IWXSoz72NX8moi9gJP9lKaVCSvpjL5cxxZ4lHDImZeRdJ60rNDIKXEse5FOqlFWDTpLcJ0YGe8L1d9XwgpU34crShHQOGaHcnFlFnrOD50JQEty5PGF9FX8Yt08oLneLLfY9bOgtv5unuyh9qZfN2s3gt1TkTc49IAQDtfT/aYW/FyE9CAlkFe8By2JZZSbe/y9P7Hh67EL9L5PDLT0wCWqffmmOCvKbM+YVvyJdf2mjDoHfoTYa0HX8buImJvcq3R1j8Vv+hDSfJmqiz30Q0hfISN/8GUa9ibuATT8RJdiIEIkrDvI2ZejSP3eNAoRDpv4FiX4FgPIj3k8+jOUsL2pQTtGxByq4c+gC7Xke2cR9CZgZBVnjS+F1SOgGeUI6BwhelEWBN9gmw9l56B8zxpVFjbKTI/pU9wFD4R8qSx29xClt4updD+oVoa8BoRAGjn60HUqaTGY2i9b2gMIFgfe92TvV/L4PjQVZTbG9mWXOhJo6v/R7Q1hvBV/HFP+QKGSKNP6G/oIo0NsVtIOO4GUV3k0CHwGCFtOOXmXyg3/+baqQnqF5Pt/zcIHxXJK4lZ/3HlnAmRQch4hIBxJ7ZcTjQ5Bste5KoPQnRF872J0EYhnZk41sVI5zNXGrbIJ6H9Bl0uI2yPw2/fB7LclYYkHVOcRkg+QaZzIUHnETgS8jicQ/A4SlGOgKJF1GWnr4s9R0JWkJ/2G4TQPWl9EZuDjp8+oQs892ePuTWl/AApnZSXBoL7nAivOQJA/TnURTjckqa3oWfgdDbHFxNzKjxp9AiMpJV+DGujT5F0alzvRBBCcFzof/GLVqyJ/glT1mDLmKuBNKC159jQ37BlhI2xW7BkBEtW4UirRfaaCNPOP50M/TKqrGcoMW/FkQlMpxCnhREbn3Ycrfwv4dMGU2NNocb6HVImsJ0dOLKsWXshBH79SsK+lxGiLTHrWuLmFKSM4cgdOHJ7CzRaoxnT0IyZIKtwrJ/gWPchZQwpdyKdL5oRCGNq1xLV52KJi/DJF0izR+NzngCZQMid6M6HTUo4ohsR7a9Uaf/GYgAhOZMsZzQB5xmQcYQsx++82ey5KI4clCPQCE4js4nGXmsKKZ2Dfgjda8iDZjZuNRqz8aKxJvo45dZGNifm0j1wLq2NPq41NsTepNIqZGviffKCZxP0sKxQZhbuTxT0mB+QdOIkZRyJTC0isM+JSMgoSSfuKbzfMGGw3Cry9NkcF/oRNkk2xuaxMfYmlsudIUJo5KdNJCmrWRd7lk3xl4ja7mblfi2LE8OTick9rI89yLbEy1Ta61xppOnH0Dv0R6LOFr6M3cXu5KuUW4tdnIdBa9+dZBs3ELXfZnfy19TYL1Nh/bPFGppoRZbvEUL6r4nbr1CRnEDcfpVq864Wf7661oew7yV8+pWYzvNEzXGY9ivEzP+HlPGWnYt2FppvHkIbj3SewjHHIJ2XcaxrkXJ3s/ZStCWhTyGmv4gt+hNwHiRsX4TPeZmg81t0p/lt0bY4loj+EFXaU9gcQ1hOJ8sZQ0C+SFjeid/xnuD5baByBLyjT5kyZcr33Ylvk2jU/TpbUsZ4vXw6NU45CSdCYXIj7f09CWnpLdZwsJlT/gDVThlRp5JSs5B0PZsMPcdVX97YO4MKew9Vdik19l6EELQyOrrSeLvyEcqsQirs3cSdGhIy6mpt3ZE2K2r+yrbEQgwRZEj6nRgi6KoPAJ9GnuaL2Ks4mJya/hsMEUQT7mparYq+xcc1rxJ1KunoyyMma8gxOrvSWBtdwqeR/7LX3klQC7PbLKB74ARXGtsSa9gQW0qx+SWmTPBlfAXHh093pVFp7WFLYhV7zK3stYtZF3uPQenuoiSOtDFEgL3WVrYll1KU/JTugSGEtGxXOiEth7izly2J/1JmfUGm0Z1so5dLjfYAFCZfo8JeixAGbX2nuNToik+0Ypf5IlX2ShLOTtr5LkII0SJ7IQRBfSCG6Eq1/R8SzicknDWE9TPRRZsWamj49SEY4hji9kuYcim23IImOuDTjm+hhoGhnYEu+mE5c7HlEiSlSFmCoZ/dQo0AQjsLIU5COotALgQiSLkcoY1BtCDJVoocLG00Nv3R5Up8zEdgY8gF2GIgUnRqgUYHktoYLDEIQ64nwJsIwM8SHFpji5ZdkzrS0gKujm8psx55N2WNK349ImWNIxEVEWiEgBZGIimziqhx9lJuFdHK6OBKQxcGQS2N3WYBSRljW2I1HXzufliFEGTqbShK1q67ro99SBf/sa40AFobndiaWA3AF7H36BY4zpV9hf0VFjFsElgyyrKaez3tPa+2d5KUNUgcFlTeTcQuda0R1rIotWpDrMsjr5GutXKt0dGfR0FiJQBfxleQpbd3rdHJdwyfRxcCkl3mZrJ091sgM/U2rIkuJuLspdLegyHc/0AKBB9H/kmxuRJLxpE4VNs7Xet8GXuFHYl3AQcHixJztWuNcuszdpu1M3iJxW5zSYtD+3UknF3stT6g9qdJEnE2UuVya6CUNrYsQSNj3ys2Zck/eEiG1NBEu/pnNdZ92M42VwpCtEUTPeqfm85LJG2XdUVEHkI7cf9z+QWOdZur87HFYCzt3P2SxAnZ16HJz1usYYmTSYhLkQ0K0qbJ+wg43refHlJUsqBnlCPwDfQM5tf/3Ss4wJNGQ7sewf5oHtbUezXoR2f/sfg198l1vQL7Ndoa3VxHJUrMNfV/Z+rdGJx+O34towmLg0k6UeKydg1bx8+IzMlkuZzJA6Q1mOn2DAygo7+3a402Rhd8+wZdHR/HhAa71vBpAXoH99t18tAPITSGZlxa/zzN5Sy+TmNI+iQ6+PYPFFUeHIG84MX0Dl1c/7zEWuN6qaO1kU9e8JcY1EbOTFlJmfWpK42A1oEugasJa3n1r+1M/seVhhA6afoFpBtjEOxL6JSrqbbd7WrwaQMI6peii7roWZQq81akC+dGE53x6Zegi9OA2v//hPV7bGeti54EEdoohHYx0Lr2JTkfaU93oWHicDwJbSKWOA1JBoIoIXsimmwm76AOaeGI9sTEDSTEhVj0RqITltMIOo+76Mu3hEoW9IxyBL6BhoNnzwZ/u6FHoB9i3yXu5VGjs78P/n2Z9Q2dAjfkGF3I0GvDoj09aJRYtbPDNsYJnJ7xZ0Jaa9ca1U7t4CTQGJZxE219x7jWAAjrdYOlYGj6pU0e+01oQqeDLxeA3ODA+qQ/txzXYCnAi0MC0M1/Al38fQEI6962YurCxxkZt5Ct1w5YXiICQgj6hiaQH/4NIIg5JUQc91sS2/lO49SMmWTqtTkku0z3pbHT9WM5Mfwo3QKT0AhSYX9IzHY3Eze0DrT23UKX4HyyjRvQyGGv+SCWbHkUShM5hI1f0sr/X7L8zxDQRmPJ9UTtf7VYQ4gsfPp4wv4nSfN/QMCYgi7yiZk3IGXLkjuFyEBoo9CMP6P5PkQzXkRov0HKD3DsV1vYkRC2dhqmNpG4PpOI/j4R/TUS2m0YzjvQkm2CwqiNCmiXE9X+RLX+IhXah1Rpz+OQg9aCZEjF4clh4QhcffXVDBgwoP7Rv39/+vTpw8qVKw86try8nD59+hxw/N13333I+5RttKe10YmACHua7UFtVnkn/zFo6HQPnNi8QSPowqhfv+4V8BaZEELUOyJuHRJHWpSZ6+joO5XTMn6P30WeREPqBqfB6b+ia+BkTxoAafsSDI8NDiXH18WzTt1nepzLdf0DNHy9ydLbERTptNLdLR3VIYRgaPplwP5z84JfS+OszDtJ09p4igjU0St4Aaek34aG4Wl5ACCkdeTktOl09f+IEnMploy51hDCoJP/p/RLe5Ys/RR2mi946osussj2XU2X4Nu09t1EtfWih74I/NpgMv33kxNYgkY2jssteVDrWPj1CYT9swj7n8eR7h0tITSE1h/NuAHd9ypCG+4pSRWhIUVPLG0sSf16EJnuNQBEAFv0Jan9CEd086ZxiFDJgt45LO4++Nhjjx3w/LbbbsOyLAYOHHjQsevXr6d3797MnTv3W+9Xz0A+NXY5usuEtob0CuSjoaVUuKZXYAB7rZ1kGi1LdmpUI5jPl/EVtPe5y7Tfa31Jl8AZDAhf52lpo44qu5gTQ5fSO3hu8wc3QVjLQsPg1PRxKel09PcmTcumm99dolNDarfNDWO3WdDiZLbG6ODPJTcwiHAKjgBAWG/NWZl38V7131LS6ewfhi8jg6LkB4C3WhGa8HNsaBKtjH7stT6nre9UTzpBrRPHhqax13oPRybRhN9jfwJkGOPrd/N4/bw00YqQ8TNPtgfqtAfhPjfl6wjhPjr3g+UoHshT5bBwBBqycOFCli1bxrx58xptX7duHcce6z5hzgu9gvlU2+49/4b0DOYjRGqBlx7Bfuz1WDmujs7+Y+kTOsV1X8J6WwaG/19KAx1AO6Mv7X3uMvMbwy9CDEgbRabhPjmvIR19uRwXOh0txc+mb3gYeiz1f6MhGePZbRakrJNldOGU9InYMonucdAEaOfrT4buPofj67T3nYFM8Q6JQgha+4an3JdarcMiCKr4NlCOgGeE9BRXco9lWUSjBxf20DSN9PT0+mPOO+88br75Zi64oPFtVDfddBOFhYVUVVVRU1PDGWecwe23305mZuOhrZIS73dWc6SNKRMpzeYB4k4NQY8h9cNN43DAlIn6ZL9UiDsRz/kB34bOoTovheJwpm1bd4nGLWVUvztT1vjv6j8dgp4ceXxnEYHly5fz85///KDXO3fuzKJFtaU433zzTQKBAKNGjfpGnfT0dE455RSuvvpqTNPktttu45577mH6dDcZtC1DEzoBkZoTABySwfdw0TgcOFSD5aEYvA+ljnICFIoUUBEBz3xnjsDQoUPZuLHpu2K98sorXHbZZWjaN4fv/vCHPxzw/MYbb+RnP/sZjuM0aadQKBSKHzBH8fa/VDlsRs6amhpWrFjB+eef/43HOI7DtGnTKCwsrH8tkUjg8/mUE6BQKBRHMWrXgHcOm9Fz7dq1tGvXjvbtvzmTVtM0PvvsMx544AGi0SglJSU88MADXHzxxd9oo1AoFIqjAFVZ0DOHjSNQVFRE27aNZ4IPGDCATz75BID777+fRCLBiBEjGD16NMcccwy33HLLd9lVhUKhUCiwLIvp06dz+umnc8opp/C73/2OSGT/3UiXLl3K6NGjyc/PZ8KECWzZsv8uo+vWrWP8+PHk5+czduxYPvts/y2nCwsLueqqqxgwYADnnXceixfvv/lWZWUl1113HYMGDWLEiBHMnr2/ZHUymWTy5MkMHjyYoUOHMnPmzBadx2HjCFxyySW8+GLjxT5WrVrFSSedBED79u35xz/+wfLly/n444+555578Pu9b5NSKBQKxQ8AR6b+cMmTTz7JG2+8wVNPPcWSJUtwHIfJkycDUFpayqRJk7jppptYvnw5Q4cOZdKkSUgpSSQSXHvttYwbN44VK1ZwxRVXMHHixHon4oYbbqBfv34sX76cyZMnc/PNN1NcXAzAXXfdRTgcZunSpTz00EPcf//99U7E9OnTKS4u5p133uH5559n9uzZvPlm87eMPmwcAYVCoVAoPPM9LA3Mnz+fX/3qV+Tm5hIMBvnf//1fFixYQFVVFfPnz6dv376cddZZ+P1+Jk6cyJ49e1izZg3Lli1D0zQmTJiAz+dj/PjxtGnThiVLlrB582Y2bdrEddddh8/nY/jw4QwePJh58+YRiURYuHAh119/PYFAgH79+jF69GjmzKm9JfRrr73GNddcQ0ZGBj169ODyyy/n1VebL0N92BUUUigUCoXCNd/SGn9TNXBs2yYU2n8jOCEEtm2zY8cOCgoKyM3NrW/TdZ2uXbtSUFBARUXFAW0APXv2pKCgAJ/PR+fOnQkGgwe1bdu2DcMw6Nq16wFt8+fPp7KykrKyMvLy8g5oe+6555o9R+UIKBQKheLI51tyBJqqgTNu3Dgef/xxBg0aRJs2bZg+fTq6rpNIJIjFYvXF8uoIhULEYjGi0egBDgRAMBgkHo8329bQQWjYFovF6t/j623NoRwBhUKhUCi+gaZq4CSTSSKRCBMmTMDv9/OLX/yCcDhMZmYmoVDooEE4FosRDoeJx+MHtcXjccLhcKN2DdsSiUSjbXUOQjwer3dA6tqaQ+UIKBQKheLI53tIFtyzZw8///nPef/993nnnXc49dRTsW2bHj160KtXrwN2Cdi2zfbt28nLyzuoDWDLli3k5eWRm5tLUVERyWTyoLbu3btjmmZ94mDDtuzsbHJycg7Q3bJly0FLEI2hHAGFQqFQHPlIJ/WHS1577TVuueUWIpEI5eXl3HvvvVxyySUYhsHIkSNZu3Yt8+fPJ5lMMnPmTDp06MBxxx3HkCFDSCaTPPvss5imyUsvvURpaSnDhg0jNzeXvLw8HnzwQZLJJEuWLOHjjz9m1KhRpKenc/bZZzNt2jRisRirV69m7ty5jBkzBoCLLrqIGTNmUFFRwdatW5k1axZjx45t9jy+s5sOfV+kctMhhUKhUBxavq2bDp3f48aUNd7a6u6eNYlEgnvuuYdFixahaRqjR4/m1ltvrd/SvmzZMqZOncqOHTvo27cv9957Lz171t4KfsOGDUyZMoWNGzfSvXt3pkyZQn5+PlBbV+fuu+/ms88+o02bNtx+++2ceeaZAFRUVHDPPffw0UcfEQ6HmTRpEuPHjwdqlwKmTp3KggULEEJw5ZVXcu211zZ7HsoRUCgUCsV3xg/JEfihoJIFFQqFQnHk42GNX1GLcgQUCoVCceTzww5uf6soR0ChUCgURz7KEfCM2jXQBJvj89kQa748Y1NsT7zH2ujzKWkUJz9hVeSJlDT2mGtZFXkcU8ZS0mmIlHZK9nGnFCuF/myIvUypuc6zfUF8IRticzzbl5ob9l3Tg6uOtYSkU8Om2BwqrC3NH9wIUkoidmHzBzajkernqFAcFqi7D3pGOQJNUJxcztbEuylp7DI/Z3N8fkoapeY6voy/kZLGXquATfHXcaSZkk4dSaeCj2t+Rqn5gWeNDbGZfFD1K08DkSmjrIk9zR5rtef335H8kG0pfL6V9nY2xV8n4VR5spc4fB57gl3mp57styRe4IPqXxJ3Sj3ZWzLCZ9HrKUy+7MkeIOZsY2v8L0hpedZIOoXE7A2e7RUKRWooR0Dhie3J54jL3QS1Tp7s404Zu80Pae8bghC6a/tKaxsAWXp3T+8PYMoIPpHm2d6/z9ZrRCCgZRIUram0t3myb+c7DYlDYfItT/Y6YQQG25KzsGSkeYNGiNqbKLHmsMv8jyd7KSU7ErewI3ETlqzwpGE66yhP/gLHoz2A4xRg2q94tgeQsggpd6ekgaw5qmemKeE4qT+OUpQjoHBN3NlNUXIO7X3nkq738qRRmHwLiU3XwGhP9nWDZ2qOQBSfaL785jdRZ2t6HEShtv+V9lZPtul6V1ob+exIvInjIaoihKBX4FdYsoodicZvAd4crY1zyNJPoyj5KHFnh6c+dPRPxpJlFCXuQnoo6mLLPSSdT1JyBpL2Y8St20lYM/Cyo1pKiW3djGVeguOs9NQHpIWwr0XYk0Du9aghCdjT0eSX3uz34XfmImRNShrfOWppwDPKEVC4ZmviaUDSI/A/nuwdaVOYeJPWRj7pHgfySnsrOgHStA6e7OFQOgLeIgIAWUZ3quwiHI+h9W7+i0jIUkrMjzzZZxrH0cYYRmHyRZKO+8FHCEGPwK0IDLbG7/M0kIf1E+ngv5GIvZRS030uTFAfQbbv/7DkV56dgYAxBUO7iKQ9g4R1l+ulDiEEuj4F8GNbV+LYs133ATSkOAvkewhrHDjul4wERfjlK6TZPyFgzwDZ/A1nDuqF3EKGvIdsZxwB53VPFfe+F5Qj4BnlCChcEbG3scv8L538FxHSOnrSKDGXEZcldPN7iwZAbUQgS++OEN6/wqYTwad5Xxqos02mFBHogcSi2i7yZN/ON4SAaM32pPcckp6BX2KTYFtylid7v9aOroFJVDurKLFe86TRyvgxmfpISsx/UmN/7No+qJ+ZkjMghJ+g8Vd8+tWYzovErElIl4msQjsWw/cSQgzCtu/Etn6PdJOTIzTQf4HUZwE6wr4K7H+5Goil6EKNPgdLnEtAPkaafSm64+56OqInldpTOLQnXf6eTOd/MORaVxrfC9/DvQZ+KChHQNEi6sKlWxKPo+Gnu/9yz1rbk28QEK1p5zvNc18q7W1kGd6XBRxpYxHHfygiAk4KEYF9ERGvywOaMOjiv5Aya6XnHQRpek/a+0ZSnHyduLNr304Cdz+KbY2xZGj57Ej8naSzByltV7NqIQQdA3fhF90oiv8O09mDlCaOixltY86AI/fiyMoW9kEjaNxKQP8dtrOYqHkVjixHyr04clcLNVqjG4+jaVfiOM9jWz9HyjKkrETKzS07Ea0/0ngFxNlozoMI+2qQJSCj4Kxq1lyKHGL6fUS0hxHYpDm/Jmj/DiHLQUYwnMXNaljiRCq1p6kRd6NTTJZzFWnO7xGyDKRNwPG+20Zx+KEcgUZoLLzpNuQppXPQj6l7jYN/kL2EXr9u40Vja+JJKq0vKLXeo6v/Uvxaa9caRcn51NjbKLM+pYv/fDThvoxFjb2LuCzHlDWe8wMsmajftphKsqCvQbKgJROe1pYz9a4INCrtbUTtEk+7OroGLkCgsSM5l13J9zAd92u7dcs8WxNPsct8i5jjLkIhhEaP4B1ILLYm/kqJ9QbVjrsdHbpIo0vwrzhEKUzczl7rNarsRa40vu4MRO2XiFiPu9LwG1cRNKbjyC+Imj8lab9IwpraYnshDHTjd+j6fUj5OZY5Hsd5Adu6teURApH5/9u78+As6jSB499fd79XDsORcEUEghwBAgSQY2QKJoyDIA6FFxotXayaiOWIK4WyU24xUUBgS5AFFFacXQfBHQ4ZHUUUBQd3Bo9BRZRDGEDwQu6Q4737t3+EvCRymH5zvIT3+VSlKt30+/TzNp23n/d3dKPN+djGNNAfoyLjwF6Bik6u9fiBqHEtZebLBNUEXHo9qdFxeOxl+Ox/w9Cf1yLUTYAsAAASyElEQVQHg6AxllPGn/GrO/HodTSzx+HTz5OqZ+DWb9fuvTSSys/cuv0kK7O4uLg40Uk0pIqK0E9v9CNhXc7fS+dQYR8lpMs4HvmSZlZHPMYVtY5hE+FvpU9SYR8loE9SGv0Wr5FBipnlKJctZXMotw9TZv9AUJ9GY3OFme0oxkflCzgd/ZpS+zvCOkBIl9Lc6lTr12ut2REo5ofwW5jKR8+U32Mot6McoHK64IHgGqIE6e6biIELU3kcxdgVWM2ewCv47WM0N7sQtEsctwzsC77FvsCblEQP4VFXcCKylzbuvo5iHA5t42BoM8ciu7CJ8E1oC528v3AUoyz6Pd+GPuBUZB9l9mH2h96kq3ccSqlax7B1hAgVlEe/5kh4C4fD79HOXYDbaOYoF5dKJ6xL+D68jpORraRb3RwPBLVUBgoXRyMvczr6DyyVQYY10GGMFrhUa05G/kRZ9H1sXUozl7MuJMvohKW6UxF9iZD9d8J6Bz5zHIZKq3UM0+iCaQwgHF1FVG/G1v/ENPpgqNqfa8rIRamhaPt1tH4HOALKxDBqeUyUAiMPjF+g7Hcx9HoUZaD/CWp05b//ZAwXUWMwETUcS3+KizdQRLD0XwmrX4KqxWea8hBWQwipEZj6n3j5Cwpw678SUb2wVfvavZ8zUlOd/c3X1vLZfwFNnX7umvrrBsntUictAufhNtKI6gAl0YP47eOcjOwj3XB28TWVC0t5OB75krAu59vQh7SwujqKoZTCZ7Tgh/B2QLM/8BatrF6OYgCkGW35LvwPAPYF19PK5SxGQB8mok8TpYKIPs0n5b+Na2BZwD5OSJ8ENFvLp8Y1ZS3FyOJ4pHLO+a7ASrxxtEy0tLpzKPR/ABwKvee4OAPIdHVnj/8vaGyORXaSYmQ6jpFqtGZfcD1+fZwy+1ssPI6KAACFyV7/f3M08hERKrAJE7CPO87lQOB/+Db0Z8DGJkBZdI/jGKcif+OHM9MINSFKolscxwjaX3EyUjXQLkq5/Q9C9veOYmgdJGR/gKKqWA1SFlnkMIbG1ntQnG0xCoQfRzsefHcS1NmizI4uRttO+9sVqLODYpXeDPYLjiLYtCWqcmPLBidIiT4Atew2AYjSnojqhz5z2VBESLenYOn47+VRr2SwYNykELiAdu6B1X6/xvEH9I9jtHH1w4hjvnw719kYWa6euAznfdrt3NfEfs8wO5JqtnL0+rLo2alIXtWW3in/gdto7jiPoH0CAIVB35R/J8V0Ptiw+gW3ldWHLFdPxzGamR2x8AJgYHGVe6jjGJbycqVnSGw508q9yNbnp5RBT9/tseUUw3lBopSiZ8rDXGGeLTKD2nkh0NHzL2S7x8WWS6POp581s4bS3v1Q7ALst/cTtGvXt17FY3SkjftRXOrKM2s0JRFnAyGV8pBq3YvXHE3VR5w/upaIXcs+eiqPq8v4NS6zEEWLM5l8TSj6Xw5zuQbTuBtU1XkaIRKditZBB1E6oo070OqXaFyVce15tRovcJaPsPoVQTWBKN0AMPmKlOjDoGvfahpWg6hQvyXEUGzSUARItydh1nG6okgsKQQuoPrFs/oF3Ym2rn6oM4c4u1o8J7JcPWMXrXau+GI0MzvGLqDt3AMcv770zLdDj2pN39Sn8RrOCgmAiPYTpXJQXTfffbR09XMcA2peLHv67ogrhqFMMl3dAWjr6u+oy6e6Du7hsd/jKUgA2rkG08ys7KaJp2UCwFQe+qUW41aVxVkwjhYBpRRXe35LtquyGCiL7olrzENL13V09y3COpNLPK0CPrMnOb6XyLBuAOBU5HXH/bemak2G6wky3a/hMa4DbEojzh4xq1QGHut+Ut3v4rGmocgmFH0O2679LaGVSsEwb8WyXsa0VqOMm0B/jR2d7yARDxi/QlsL0dZ72ObjoPqiolOgtrMjlIuoMZCg+a+UW6soNTfhN2Zgq9Z47Pm1m5mgXERUHgHjHkrN/+SksYlTxgr8qgivXoty0LrQIOSGQnGTQuAC0s12pBvtcKmUuL7tQeWd41pa3VEYtInzwmcqF23c+UDN4sQJpRRtzxQR1VsYaqs0+iUe1Yq+qfPxxjlvv+rilO3+FR2qffN0qqoQaG31JdPVI+44mVblhbujx1m/fnWtXHn4jJZ4VXPS4jwuSil6nClo4mkRqOI1sshPnYbCirW8xJPL1d5JtHONJUIZAf1dXHHSzDx6+J7Ha3TiVMR5IQCVAwezPU+Q7ZlOVJ+iIs6b9FhGDs3dC2jh/l9sXULI0bfoSkr5cJt3keregNeaRcj+k+MiSSmFYfTGsmZhud4D1RZdy5kINQM1A+M2tLUcbS0D7fwmTlA5syBs3EjAnEXQmEJlJ7nTXEyiqjsBo5ByYypaZcSVS72RroG4ydMHL6KdeyAV9lFM5apDjGswMHAbtR+odE4M10BOR78hzYz/5jnZ7mv4JrSFllYXR6/TWhPWp+ib+nTc9w2AyubqDLM7PXwPxdXNUsWt0jHxxC6e8cpy5eIOpNE2jhaSKoYy6eAeRpl9uE7vqZ1rEM3MnDoVAgDNrV708D3I8Uh8zy6AygtWF+9DaKKURvfgczg2porHaEeu7zkOBKZj6yCGw0GhVTKs0fiMPMqiH5Bqxv9/5Tb60sK9DJv4bwGslAuX+WssfSOVF874/s+VaoZp3h13HmcDZVf+1DnO5fF9UCfxN/q6kkLgItq5r6Eizge6VMl2XYOB87EB1bV196PU4XSuH2vlyqO9Z6jjG/BE8dPD9/u4LwhnKfJTf48Zx2yDGlGUIsczkkxXfK00VVpYXeng+UWdijyADp7hHAnXbbCUUoqevjuwlLdOcaByKqGlfHXMx6CrdzLl9v46xbFUGp29M9E4n7lTndtoT/PYmIH4KaUwib+Yrh4n3iJANKAk/kZfV0rH0xHYhBw9Whr3a20dJaL9dfo2r7UmpEvj7oeuErRPXxIxLgV1vTVwlfo6HvURR2tNlECdL+JCXOqystIbJO7I1Lq3srxVvqweMml6pEXgIgxl4nYw9/h8lFJ4ajNX9yfUxwXrcigCgHopAqD+jkd9xFFKYSFFgBBxS+JbBNeVFAJCCCGaviS+M2BdSSEghBCiydPSIhA3KQSEEEI0fdIiELfLY96IEEIIIeIiLQJCCCGaPOkaiJ8UAkIIIZo+6RqI22V/HwEhhBBCXJiMERBCCCGSmBQCQgghRBKTQkAIIYRIYlIICCGEEEksqQuBGTNmMGfOnBrrtmzZwpgxY+jbty+FhYUcOHAgQdklzpgxY+jTpw/5+fnk5+dzww03JDqlRrdz505uueUW+vbty9ixY9m2bVuiU0qoP/zhD/Tq1St2TuTn57N169ZEp5UQ27dvZ+jQobHlkpISHnjgAfr378/w4cNZvXp1ArNrfD8+Hp9//jm5ubk1zpUlS5YkMEPxk3QSOnHihJ46daru2rWrnj17dmz90aNHdX5+vt64caMOBoN64cKFevTo0dq27QRm27j8fr/Ozc3Vx48fT3QqCRMIBPTPf/5zvWLFCh0KhfTq1av14MGDdVlZWaJTS5jJkyfr559/PtFpJJRt23r16tW6f//+euDAgbH1Dz74oJ4yZYoOBAL6s88+0wMHDtSffvppAjNtHBc6HitXrtRFRUUJzEw4lZQtAoWFhZimyciRI2us37BhA7m5uRQUFOB2u7n//vs5cuQIn3/+eYIybXx79uwhMzOTFi1aJDqVhPnggw8wDIPCwkJcLhe33HILmZmZbN68OdGpJcyuXbvIzc1NdBoJtWTJEpYtW8bEiRNj68rLy3nnnXeYNGkSHo+H3r17M2bMGF555ZUEZto4znc8oLI1rXv37gnKSsTjsiwEIpEIp0+fPuenrKwMgBdeeIGZM2eSklLzcbb79++nc+fOsWXTNGnfvj379+9v1Pwb2sWOz86dO7Esi/HjxzN48GDuvfde9u3bl+iUG9WBAwdqnAcAnTp1uuzOg9ry+/0cOHCAZcuWce211zJq1CjWrFmT6LQa3c0338yrr75KXl5ebN3BgwexLIv27dvH1iXLuXK+4wGVReMnn3xCQUEBw4cPZ86cOYRCoQRlKWrjsryz4EcffcSECRPOWZ+dnc2mTZto3br1eV/n9/tJS0ursc7n8+H3+xskz0S52PEpKioiLy+PRx55hMzMTJ599ll+85vf8MYbb+D1ehOQbeOrqKjA5/PVWOf1egkEAgnKKLGOHTtG//79ueOOO1iwYAHbt29n4sSJZGVlMWzYsESn12hatWp1zrqKiopz/i6S5Vw53/EAaN68OYMGDWL8+PEcP36chx56iAULFjBlypRGzlDU1mVZCPzsZz/jyy+/dPw6n893zh+w3+8/p+Wgqfup43P77bfHfn/44YdZsWIFu3btIj8/vzHSS7jznQeBQOCyOw9qq3379ixfvjy2PGDAAMaOHcvGjRuTqhA4H5/PRzAYrLEumc8VoMbAwJSUFO677z7mzZsnhcAl7LLsGohXTk5OjVkC0WiUQ4cOcfXVVycwq8a1cuVKtmzZEluORqNEIhE8Hk8Cs2pcPz4PoLK7IJnOg+p27NjBc889V2NdMBjE7XYnKKNLR4cOHQiHw3z33Xexdcl8rpSUlDBnzpxYNyxUnivJ9PnRFEkhUM11113HF198wYYNGwiFQixevJg2bdrQo0ePRKfWaI4cOcLMmTP5/vvvCQQCzJ49m5ycnKQa/DNkyBBCoRAvvvgi4XCYNWvWcOzYsRpTpJJJSkoKixYt4s0338S2bd5//33WrVvHuHHjEp1awqWlpTFixAjmzp2L3+9n+/btvP7669x4442JTi0h0tPTefvtt1m0aBHhcJiDBw+yZMkSbrrppkSnJi5CCoFqsrKyePbZZ1m0aBGDBg1iy5YtLFy4EKVUolNrNBMnTmTo0KHceuutDBkyhEOHDvHMM89gGMlzqrjdbpYuXcq6desYOHAgy5cvZ/HixUnb3NupUyfmz5/PM888Q79+/SguLmbWrFn07Nkz0aldEqZPn04kEmHYsGFMmjSJRx55hD59+iQ6rYQwDIMlS5awe/duBg8eTGFhIddffz333HNPolMTFyFPHxRCCCGSWPJ8zRNCCCHEOaQQEEIIIZKYFAJCCCFEEpNCQAghhEhiUggIIYQQSUwKASGEECKJSSEgxCVi69at3HXXXQ0Wf+/evdx8881EIpEG24cQoumRQkCIS0AwGOSxxx7j0UcfbbB9dOnShdzcXJYuXdpg+xBCND1SCAhxCVi7di0tW7akd+/eDbqfCRMmsHTpUkpLSxt0P0KIpkMKASHq2fr16+nWrRubN28GQGvNhAkTGDdu3AWfy/7CCy8watSo2PLatWu5/vrrWblyJQUFBfTq1YvCwkL27dsX26Zbt26sXr2a22+/nby8PEaPHs22bdt46aWXGDZsGP369WPy5Mk19tm5c2eys7NZtWpVA717IURTI4WAEPVs1KhRjBkzhuLiYsrLy3nxxRf59NNPeeqpp877xL79+/fz1VdfMXz48Brrv/nmG1577TUWLFjAqlWrKCkpYfr06TW2mTdvHkVFRbz66qukpaVRVFTExo0bWbp0KbNmzWLDhg2sWbOmxmuGDRvGpk2b6v19CyGaJikEhGgA06ZNIxKJ8NhjjzF37lx+97vf0blz5/Nuu337dnw+H1deeWWN9eFwmMcff5xevXrRo0cPbrvtNrZt21Zjm9tuu42CggJycnIYO3YsJSUlFBcX07VrV0aOHElubi579+6t8ZouXbrw2Wef1e8bFkI0WVIICNEAMjIyeOKJJ1i/fj0DBgxg/PjxF9z22LFjZGRknPOUS6UUHTp0iC2np6cTDodrbHPVVVfFfvf5fBiGUaOg8Hq953RHtGjRgnA4TElJSVzvTQhxeZFCQIgGsmPHDkzTZNeuXZw4ceKC2ymliEaj56w3DAPLsmqs+/HDQn/870qpn3xstm3bsfhCCCGfBEI0gC+++ILFixfz1FNPkZmZybRp0y64bVZWFqdOnTrnIt9QTpw4gc/nIz09vVH2J4S4tEkhIEQ9C4VCTJ06lYKCAkaPHs2MGTPYuHEjr7zyynm37927N+Fw+Jy+/Iayc+fOBp+mKIRoOqQQEKKePf300xw9ejTWCtC7d2/uvvtuZs6cyeHDh8/ZvmPHjuTk5PDhhx82Sn4ffvghI0aMaJR9CSEufUo3VnukEOKCVqxYwcsvv8zatWsbdD+7d+/mzjvv5N133+WKK65o0H0JIZoGaREQ4hJw6623UlJSwscff9yg+/njH//IhAkTpAgQQsRIISDEJcDtdvPkk08yd+7cBtvHnj172L17N0VFRQ22DyFE0yNdA0IIIUQSkxYBIYQQIolJISCEEEIkMSkEhBBCiCQmhYAQQgiRxKQQEEIIIZKYFAJCCCFEEvt/PlGgij2fe40AAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Turn off color" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector(color=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Use different color field (color is still False)." ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector(color=False, color_field=field.x)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Color is now on by default" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "image/png": 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w61+SoF1Ke89M4jTz5k5VUkCESHL+jXT327i1wabK/1zoKLa31oocGpCYZvjgHLp2zuTdj1Zw6ondcbvMf43OObk3i77P49tV2zlzlPlFZ3IyUgHIK6uif7a1hW/iXE5Ls0GaqN87NBDnsm4EttdV0NViNCBoRJhTsZZRyd1Jd5nP+wD4vHIBfj3AxZnjLJWvilbxaeXHdPF0Y0TCSEsac2repCxayEWpN5PsMJ9AujM0z5YJAGgwdhOvdWaQ7yFcaorp8oqikKQNI0HrQ5bzMktREUVx0N79R1xKO7xa7EMR+6MpKbT3zEJTzBuyJlTFS7r73WNiJoAZjsAjUVotMiIgMY2iKFx18Qgqq/3M+9b89D2A/t3a0T4zic++22BpgaLOzUbAep5AvN2IgM0cgaihs7O+mi4JqZbKf1e5Eb8eZHyGtR5bQA/yZeVChiT0obM3tvHrg9ka2IxAcEn6pZYaDiEEiY40RsWPp6vHWlSjq/tXnJE4xbIJAOjkuoxhcU9aMgFNtHVNpJ3rclsNaJLjFMsmoAk7JqCJ480ESOwhIwKHQUHB7u9B2atjS0PhiAStjuRPu1/vDtx581kMGdjRWl0UhSvOGUKdP4QhBJrJC90mKZ60eB/+sLWhBWjsydfZyBEI6VFURbFsBMpDDaS5fXSzmCjYyZvBeZlDGZBg7TPwah7uOuHX+DTrSV/DE0bSy9eHBM1aREJRFE5OmGj57zdpJDvMz0A5WEPBemRH8vPTmkP7dlHEL/xh6mVlR+aRrJJjDyurLO6PIQSqTafX9POxUw+75yGRHE9kZFgzjS2xtsD8yp4H0y/b/pNEj0dkREBy3GK38bRrAo5EHY6UhkTS2jGE/B1ZRRoBiUQikRz3yKEB68hkQYlEIpFIWjEyIiCRSCSS4x5d9mstI42ARCKRSI57ZI6AdaQRkEgkEslxj8wRsI40AhKJRCI57tGFHBqwirxyEolEIpG0YmREQCKRSCTHPYbs11pGGgGJRCKRHPfIHAHrSCMgkUgkkuMemSNgHXnlJBKJRCJpxRwTEYFZs2YxefLkA/YFAgEuueQSHnzwwQP25+bmsnjxYjRNa963evXq/0k9JRKJRHJsYsihAcscE0Zg4sSJTJy471GkixYt4s9//jM33XTTj967YcMG3njjDfr16/e/rKJEIpFIjmHkyoLWOeaunN/v5y9/+Qv3338/bdu2PeBYRUUFlZWVdO/e/WeqnUQikUiORXSh2t4OxaxZsxg0aNABW8+ePfnrX//K2rVr6dWr1wHHnn/+eaDx8eJPPPEEI0eOZNiwYTz00EPout6sO2PGDE455RQGDx7MnXfeSUNDQ/Ox2bNnM3bsWAYOHEhubi7l5eXNxxYtWsSECRMYOHAgV155JXl5ebav3TFnBF566SW6d+/OGWec8aNjGzZsIC4ujtzcXEaOHMnll18uhwUkEolEgoFqezsUEydOZPXq1c3bs88+S3p6OjfddBMbN27k1FNPPeD4jTfeCMAbb7zB119/zaxZs/j0009ZtWoVL7/8MgDz589n+vTpvPrqq3zzzTfU1NTwz3/+E4BNmzYxefJkpkyZwpIlS0hPT+fuu+8GoLy8nJtvvpk77riDZcuWceKJJ3LzzTcjhLB17Y4pI+D3+3n99de5+eabD3k8FAoxcOBA7r33Xr799lsmTpzIDTfcQFlZ2f+4phKJRCJpbRwcsd6wYQM9e/Y85HtnzpzJtddeS2ZmJhkZGeTm5vLhhx82H7v44ovJyckhISGBW2+9lZkzZ6LrOh9//DFjx45lwIABeDwe7rzzTr777jvKy8v58ssv6dWrF2PGjMHlcvG73/2O0tJS1q5da+u8jikjMHfuXNq1a8fAgQMPefyMM87gxRdfpFu3brhcLq688kqysrJYunTpUalPVTDAtspKWxqhaJQ1JSW2NIQQrNpTZEsDYOUR0LCCEALDsOdYm6gNBCmtqbetE9UN1u6x97nA3s+mdI9tHYCtdeUtvylGDGEcMS2J5HhAF4rtrSUOjlhv3LiRVatWMWbMGE477TQeffRRwuEwADt27KBr167NZXNycsjLy0MIcchjDQ0NlJSU/OhYSkoKSUlJ5OXlsWPHDrp06dJ8TNM0srOz2bFjh61rd0wZgfnz53POOef85PHPP/+cTz/99IB9oVAIt9t9VOqzuLCQ7/J32dJYVbyHuXnbbWlsqajgw82bbGmU+v288r35YZR1awtsh50A3p214oiYgWp/kOnzl9vW2V5RyYfrNtjWWVtRwid5m23rrKnew8zd9usDsKVhJxv89r5zAMXhIur1Ots6IcNvW0MiaQkd1fZ2OA4VsU5JSWHMmDHMnj2b1157jaVLlzJ16lSgceabx+Npfq/X68UwDMLh8CGPNZU5+FjT8aZjTe89+Jgdjikj8MMPP/xkNACgoaGBhx9+mG3bthGJRHjppZcIBoOcdNJJR6U+CwryWViYb1+jwF5juqAgnyW7C4ka1nt5Cwry+b6kmLpQyFS5nTvKmDrlc4LBiOW/rSgKO3aVM+21b22bgfpgmK/WbWdDYaktnfUlpXyzYyd1QXPX42Bm7djMugp7dTGEYMqm76iL2KsLNJqAKQX/IcudYUtnrX81b5f/hzg13rKGEIL1Dd+w3P+xrboYQmdHcC6VUfvmRogougja1pEcexhCtb0djkNFrJ9//nmuu+46fD4f2dnZ5ObmMmfOHAA8Hg+h/e63gUAAh8OB2+0+5DGAuLg4PB4PweCB39FAIIDP58Pr9f7kMTscM0ZA13X27NlDRsaBN7D77ruP++67D4ALL7yQSZMm8Zvf/IZhw4Yxb948pk2bZvsiHIqIrrN0dyEbysqoDDS0XOAQCCFYWJBPUX0dedXVluuyoCCf+nCYH0qKLWssLMhHF4IluwtNlRs+sgtLFm3lvrvfoaTY+jl0zclgzjcbbZuB+r0N93NzFtsyV+tLSgnrOnO3WW9cGiIR5ubvIK+2mrqw9Ub88z2b2VBbSm3EXgPVZAJcipNUR5IlDUMYfF41kzfLX6abtyeKYm1udk20jI+qHuWr2un08pxsSUMIwe7wUr6ouZW80FxStM6WdAAC+k52hZ5jS+AeFLSWCxyyPgYN+hpKwk/RoK+xXBchIgT1lfj1uZY1GnXChI01CBG2pfNL4WhHBA6OWNfU1PDoo49SX79vqHL/CHWXLl0OyOjPy8ujc+fOzcf2D+fn5eWRmJhIZmbmj8pVVlZSU1NDly5d6Ny58wHHdF0nPz//gKEEKxwT6whA41jHpk0/Dn8/8MADB7zOzc0lNzf3qNdndfEeGiKNveCFBQWc272HaY1tVZWU+BvDogsK8umckmJao6zBz6aK8maNIVntTGsEIhFW7M0PWFiQz7jOXVoosY/MNkl0yslgZ14Z9971Nn+47WwGDOpoug5dOjUavDnfbATghmtORVXNNzL1wcab3qbdZcxbv52xfa39ADaUNPbiZ2/czAV9e1vSmFuwnYZo43dkfUUZI7M6mNYIRCM8u3UxAPVR6zf0JhMQNMJ0j+tkqQFv0P38t3wGW4ONv8M+vp+Ozv0UhjBY0zCHRfXvEhVhsl19SHOavy5lkY380DCDimhjXcYk/sP0OUVFPRWRuZRFPqHe2ICKl35xr6Aqzpg1hIjgN1ZRF51Hnf41UVFOquNqfFp/ExqCiNhB0FhMQF9M0FiBqiSR5X7d1PnoooKI8T0RYzVh43siYh2Jjr/gcpipi46gEMPYjiF2oIvtQDVux92oygkxnw9UI0QhQhQgKESIQjT1fFR1sKlzOp744YcfuPzyy5tfJyQkMGfOHIQQ/PGPf6SoqIjnn3+eSy+9FGicbTB9+nRGjhyJw+HghRde4Lzzzms+NnnyZM466yyysrKYOnUqEyZMQFVVJkyYwNVXX81FF11Ev379mDJlCqeeeiopKSmMGzeOxx9/nC+//JLTTjuNF198kbZt29K7t7V7WBPHjBE41lhQkH/A/60YgQX5+2vsYlL/AaY1FhUUHKB3y7ARpm+Iy4uKCO+dv7qosHGIwaHGHgwaPrIrO/PK8NeHePThmVx25YlMvGCIqXp06ZTZ/H87ZmD/UP5LXy3npB6d8DjNfY2rA0EKa2oB2FJWwdbyCrqlp5nSgMZhgSbWVZRYMgKv7VxFWajRLNZaHBrY3wQA5HjN12NPeDevl71EZbTRdCZqSWS7zBm+ymgRc2teojiyrXnfQN9ZpjSCRg3L6/9FUWRZ8772zhFkOHvFrCGEoCj8GoXhVxDsM1c5njvwqtkx69RG51MUegCD2uZ9ceoI2rj+ELNGyNhEWfg2omJ38z6VBNq4/o1DyTxMyX3oopTq8B+IiAOjEAmOu/A5Lv+JUgciRJhg9F6ixqfAvmE+hQ74nC/HZAKEEET1KejGG8D+CbtOnNo/fnYTEEuyn2XtQ0SsVVXl+eef56GHHmLkyJF4PB4uu+wyrr32WgCuvPJKysvLufjii4lEIpx77rlcd911AIwZM4bCwkJyc3Opra1l9OjR/PnPfwagV69ePPjgg9x7772UlZUxdOhQHnnkEQAyMjJ47rnn+Pvf/85dd91Fr169eOaZZyxH7pqQRuAQNIb0C5oXrFxWtJtQNIrbYe5yLSzMRwEEsL6sjKpggBSPt6ViB7CgYJ/G7rpadtXU0Ck52XI96sMh1paWMKhtVszlR4zqyjtvNfZaE5N8tGufQjAYwet1xayRlOglPS2e8op6VFUhKdFHUXE1HdqZi5LU72cENE3l/aVruerkQaY0Npbum27qVFVmb9zM7aecaEojr6aKDZX7dNZbyBMoDtTx+Z4teFQHQSNKXdT80IAhDHYFi8hyZZAXbGxscjztTetERYSO7pxmI9DHNxBVMTdymKCm0c0zvNkIJGtt6OSOvbcK4FGT6Om9kOLIKgyiKKj0811tSkNRFDKd51Ia+ZiQaIyEpTnGke746UTkQxGnDcejdqXBWAWAU2lPB88jKErs9wGn0gm3OpCo3mQEnGS6puJSY4/KqSTjUocT2W84It5xK3GO/xezBiho6iCixqx9ukoPvM6XUJU2MWoYqEovdKL77UvC5XgOVR1moi5Hh6P5GOKfilh37dqVGTNm/GSZ22+/ndtvv/2QxydNmsSkSZMOeWz8+PGMHz/+kMdGjhzJrFmzDnnMKsdMjsCxRF04zG0jRjKqQzZdUlJ54owzqTCZlRnRdS7v3ZdzunYjzetl2q8mUhUwd6MXQnBGTmcu79MXVVF47fwLm4crzDAsqx25Q4YCMG3CRBSTa3K3a59Ch+xUBg/Noaa6gbq6gCkT0ETXTpmcOqo7hiFIS4kzbQIAFBRuHDcCgKtPHsQlI801NAC6YfDYrxp7qr8dOYyxXc2PPSuKwkcTrgDgyh79GJxpfsgm1e3jnZOuQlUUxrXtRt+kti0XOghVUTkxaRClkUq6ezuS7kyhk9e8EUh1ZLAtuJkMRxvSHBn09ZmPXoVFgO/9X+BTk0jR2jHAdyaKSTPRoJexrP4pVBwkaifQyT2GJEdsIesm6vT1rG34NWFRikfJxq20I8dzp6lek19fyY7A5TQYq3EpJ6DgJdszBU2JPfcioC+kKHQBfv0THEoHQCHD9QgebWhM5YUQBPW5lIfPxa+/hEqjeY/Tfku848YYNUKE9Tfxh88kFL0fhcbIl6YMwed8IyYTIEQ9Uf1VwpFxRPTbgMacLIVsXM63jwkTAEdvZcHWgIwIHIJEt5tTTujIzC2NDnCwhXF5p6ZxRucuLC1q7An0zjCfxa0oCmd16cr2qioAuqSkmtYAOKNzF/67fh0A7RMSST5oakosXHPdqfTt24EHJ3/Aa698R5++2bRpay4h7dLzhpLdPoU9JdW8M3MFp4zqhscd+3gtwGUnNjb8r367ivWFxZw90Pxy0yfndCSqN87AqA+H6Z9lvgHulJhMRbAxiTQrLoHLuvc1reFSNTbXltGgRzgxvSNnZ3VHCGE6zPdZxXf49QCXtxmPS3GS7EgwVV4IwczKt/Hr9Uxqm0vICNDJHXuPFSAqwsyufpoGo5aLUu/Bb1SR7epjSqNBL2N+7f8RNKoZnXg/fqOMDEfsY59CCEoi77Er9C+cShq9fbyXsuwAACAASURBVM/RoG/Fp3XFocQ2+8EQIUrDz1IZfROnkkVHz4tEjEJUJR6PGls+SlSUURn5Jw365ziUbNq4XsCgnqgoIU6LbagkYmykLvooYWMpmtKJZOdzKLgIGd8Q77itxfJC+Ino/yWsv4KgFFXpi1u7B0VJJqxPx+t4CkU5/H1AiGKi+mvoxn+BOhSlP071ThSlCxH9r7gcz6Mo1u5JkmMLaQQkMdF/QGOv7Pe3nMldd7zBv5/5kvseuAhVi91Fn9Ch8aZx9SUjmfzoLD6Zs5aLJpgbV9T25jb0bt+G9QXWFwRyaCrxLhc1JqM0+1Mdaiyb5DJvrJr4obpxMaIByVloJnvPAFWRWr6sXMTwhH50tpAbAPC9fwVrG1ZzRtKv6OA21/uGxmz6OTUvUhLZzjnJN9PWZc5EwI9NQLqzF2ki9lkLuvCzPfgPKqPzSNJG0tV7H04liXi1R8yh/IC+gd2h+wiLPJIdF9DGdTuaEoeh9kVVWo6ACaFTp79DVWQqgiBJjlySHL9BVTwYIoCqtDwsqItS6qNPE9A/RCGRBMfd+LTLURQXhvDjUk887DURopaw/joRfQaCajRlGC7HP9CUk1AUBSFq8Dr+ddhrYhibiRrTMIxPAR1VOQOHdj2KMnivRi0ux6stGon/NfLpg9aRRkBiiozMRCZdP5oXnp3L7FmrmHhBbGHO/enTox2D+5/AzM++Z9zoXiQmmMubAOib3YYZOwqpaQiS5LN2Q0ryeKgJWjcCNXuNQLLb+g1xTfUeUl0+2nsTLZWfWT4PXehcmPnjZ3PEQnW0ilmV75Lt6sRpSeMsaSyt/5CtwWWMir+Ybp7hpssfygQAMZuABn0HW4L3EjQK6OC6gfauSc1DErGYACEilEVepjwyHYeSTLb7aRIc+6Y8xmICwsYOysP3Ehbr8KjDSHX+Hy5135BTLCYgpC+gOnIrgjA+7WriHb9HVfblA6lKXMv10N8irD+FppyCy3EjjoPC9koMQxuGWI1hzEFTL0PT/h+qcmDSqKJY+64ebVpzaN8u8spJTDP69F4MHdaZd/67hJ151p7zcNXFIwgEw3zwibWHRvXp0Di2uaHQelQgyeumxsaCQjV7FwRJsrGy5Q/VexiQ3NZS1m9RqIxvq1cyOnkobV3ppssbwuC9itfRiXJJ+jVoivn59ZsCC1nmn0lPz0kMjTvXdPmfMgGxEhW1rG+4kaiopZf3STq4/5/pvISwKKIiMoNEbSydve8cYAJiRcWHQRXpzr/TxjX9ABMQK061D271dNJds0h03nOACYgVl3YlPuf7+FzTf2QCYkVTL8Dt/AanY/KPTMCxzNFeR+CXTOs9c4llFEXhN78bQ1ycm+emfkk4HG250EF07JDGqaO68/m8dZSW17Zc4CB6ts9AVRTW2TECNiMC1TYjAsWBOkqC9fRPjn0Gx/68XzYHh6IxMWOMpfKL675le3AL41MuIMMZ21S2/anVy5lbM512zu6MSbrekpkpjvxAUNRYMgEADiWRHM+f6e+bQZLDWsPnVjvS2ftfOngewWGh8QVwqG1p7/6EeMe5lqdyqUoKya7Hcag5lsoDKEoCmtrPcvlGDTeKxevwc2IIxfbWWpFGQGKJpCQfv/3dWLKykolE9JYLHILLzx+GgsKyVTtNl/W6nHRtm2YrT+BIGQGrOQJN+QEDU8wno9ZG69no387ZaSebTg5swqN66ecbxIh4ayv/JWrpjEu6gV+l3IrDxCI9+9PZcwbjk/9tyQQ0ke48A5dqb0llt2q/56tYiKhIJMcCMkfgMHRLSSPda2/54k5JyZam/O1Ph8QEhlqYubA/beLiGJrVztRCQi0xZFhnhgyzvuxrRnoCUx+5nIw0aw3Z2QO7Ux+wvhpfz8x0glHz0YwmMn1xjGjbAa/J9SWay3viGZ/Vgx4J5sP6iY54/tn1jzhsND5D4kcwJH6E5fIAPbyjbJUH8Krmp5FKJAfTmkP7dlHEkXi03DFMWZn9p6dJJBKJ5MiQkWHN+LfEkxvPtK1xe68vj0BNjj9kREAikUgkxz26nD5oGWkEJBKJRHLc09JjhCU/jbxyEolEIpG0YmREQCKRSCTHPXJowDrSCEgkEonkuEcODVhHGgGJRCKRHPfIJYatI6+cRCKRSCStGBkRkEgkEslxj3z6oHWkEZBIJBLJcY8cGrCONAISiUQiOe5pzQ8Nsos0AhKJRCI57pHPGrCOvHISiUQikbRiZERAIpFIJMc9cmjAOtIISCQSieS4x5ABbstIIyCRSCSS4x5dRgQsI42ARCKRSI575NCAdWQsRSKRSCSSVow0AofBHw6zu67WlkbUMNheVWlLQwjBlooKWxrAEdH4uSmr8SOEsK3TEI5QVGPvs21iW7W9z7eJ0mDdEdGRSFojhlBtb62V1nvmMbBkdyHf7tplS2NNaQlfbN9mS2NXTQ3vbFxvS6MqGGDa6pWmygQawkTCUVt/F2DnzjLKy49MI7cuv5iv1ti7ngBbyyuYtX6zbZ09/jpmbFxtW8cfDfGv7Qtt60CjcVzn33BEtAJG/RHRkUiONjqK7a21Io3AYVhQkM+Cgnx7GvlHQKMgn0UF+Rg2esKLCgpYVrSbYDT2ht3p1Jjyt4/Yua3E8t8FSE2N56/3vc+OvDJbOgBR3eCFL5ZS2xC0pbOptIxPN24mouu2dGbu2MSGSvvn9cKOJewO1NjWiYgor5a+QWFotz0dI8S8mjfJD220paOLMBsDH9Og242K6dRE7Rs3yS8XQyi2t9bKMWMEpk+fTt++fRk0aFDztmLFih+9b/bs2YwdO5aBAweSm5tLeXn5UamPbhgsLizgh5Ji6kIhyzoLC/PJq662NcSwsCCfqmCQjeXWG5yFhQWEdZ3lRbE3EA6nRteeWUy+7U0+eGMR0ai1RjMx0UtqShz33/8BK1futKTRRCSqU+MPMn3Ocls6m0rKqQoEWZBn3aRFDYNZOzZTWF9LTci6MdlQW8K7hT8QMeyZEr/u57miF1hZv5revp6WdXaHt/GfsvvZFFhOV88gSxqG0NkenMfMqj9QHc3Hp6Va0omIenaG3mVB3bVEhHWjJIQgZOykMvIaAd16dE0IQdQoJKgvs6zRhCFqECJsW0ciscsxYwQ2bNjA7bffzurVq5u3oUOHHvCeTZs2MXnyZKZMmcKSJUtIT0/n7rvvPir1WVdWSk0ohC4ES3YXWtIoqKkhv6bx5rXQYlSgJhhkTWljj3xBvjWNiK6zdO85mI1OnH5Of4QQfPD6Yibf9iYFFnv1AwaeQCgU5bHHP+WLL9Za0oDGiADAZ6s2s3ZXsWWdTaWN5zFrvfUe74KifMqDDY16VdYMadQw+MemeQggIgzLdSmLlDNl91S2B3cQp8bRwd3efF1EhK9r3uGt8keo0kvo7zsVTTE3sUgIQWF4BZ9U/5HF9c8SNGro77vMdF38eiGbAs/wXe3lbA2+QIqjH+nO4aY0DBGiPrqQktCj7AhMJC9wAWGjEI/aO2YNIQzCxmbqom9REb6TPcGxlISuQFMyTNVFF6WE9G/wR/9NTfgPVITG0hCdDjhN1KUB3dhARJ9NKDqVQOQ2ApFbMUTs3z0hBELUIcR2hLEUQ5+Noc9AGN+bOh+EDqIKRB4Y34PxDRj2zLldZI6AdY6Z6YMbN27koosuOux7Pv74Y8aOHcuAAQMAuPPOOxk1ahTl5eWkp6cf0frs33AvKMhnXOcupjUWHKRxae++pjWW7C5sHhJYUJBP7pChLZT4MauL99AQiQCNQwSGEKhKbGGw1PQEhozqyvKFW9m1vZT/u+V1Lrr6RH518TA0LfYfzsABHXn//RUIIXj5lW8pKanh6qtPRFXN/fj2D+U//fEC/n3jBTgdmimNulCIwr2JgisKiiisrqFDcpIpDYAPt+8zERsryxjRtoNpjfd2/8CW+kZTYjUisCOYx7Q9r+A3/AD08vVAVcxd1z3hPD6rfomK6B4AFFQGxI02pVGrF7Gk7jlKo/uuS0/veOK02H+bugiwPjCFksj85n0uJZkent+Zqkt1ZBYl4UcQ7IvUxGkn0sb1J5QYv/shfRXl4dsw2Jdkq5BApvsVnGpOTBq62E1N+EZ0sfWA/T7t9/gcf4ipLkLUE4j8AV0cmEOiKv3wOqehKi1HW4QQCP3vCOMdYP/olYKi3Q7KgFhOB/T/gPEscFCEUzkZtMdi0zhKyMcQW+eYsECBQIC8vDxeffVVTjrpJM455xzee++9H71vx44ddO3atfl1SkoKSUlJ5OXlHfE67d+ILy4sJGqY763tr7G6uBh/2HwYcH+NbVWV7Kk3n3S3v0Z5oIHNFeZ6r2dMGNj8/4RELz37dkAY5vIVunbNJC7ODYCqKiQkeCgtNX8uEX3f51DbEOS9ReajC1vKDpw98fEG82PPRf46lhQXNL/eWGU+UlISrOPN/NW41EYjY8UIGMKgNFxGmnNfY9DLwrCAT02gvatb8+uunkEkmAznJ6hZdPGMbX7tUuLo473AlIameOnkvhQVV/O+nt5bcKqJpnTitBE4lX1REbfSlXbuR1FMRDgcakdcao/m1wpeMlzP4VJ7xayhEIdDPbAD4HPcSpzzlpgNCYB2kIamnIzP+WpMJqARPyjZwP45QvGojudRtdzY6iL8oCQA+//2FVBvAe1FUFJirMvRQReK7a21ckwYgfLycoYMGcIVV1zB/PnzefDBB/nHP/7BN998c8D7AoEAHo/ngH1er5dAIHBE61MbCnF+j54MzWpHTnIytw4fYboBDus6ozpkM6ZTDikeD38bfTqFtebyBIQQ9ExL57zuPVGAKePOorjefBZ3+4REru7bH4BHTh9LddDceHbvAdm0y06le5/2VFf6Wbt6Fw6nuV64qqr0759N/37ZGIbAENC2rfleuG4YnD+iDwCTTh/CBSPNR1nK/X7uGH0iANcPH0zftm1Ma9SFQ7x65oUAnJvTgwxvnGmNJKeXd0dOQkHhpLROtPEkmNZQFZXu3m4Uh0vo5O6IW3HT09ej5YIHoRNlc2A56Y72uBUfg+LGmNao0vNY6Z+BT03Fq6bQx3sBbtXcOVVF17LKfxcqLjxKGzIdJ9PGeWrM5YUwqIq8R17gYiKiAIeShUYqHTxPoynxMWqEqYvMYE9wPEFjKZrSHnCS7noatzY4Rg0//ui/qQydQUj/EJV2AMQ57iTOEVt0wxCVhKJPUR8eTVh/AYUsABzqBLzO51GUlr9zwtiAEf0rRuQUhP4w0NRYd0Z1vouintbSiYCxAqL3QPQU0O9h33BGCmgvgfZ7MBmBOhrIoQHrHBNDA9nZ2bz++uvNr4cOHcp5553HV199xejR+8KTHo+H4EGNWCAQwOfzHdH6JLrdXNq7L8uKdqMpKr/q1t20hkvTuLpffx5e8C2qojCmU2yhxP1RFIWr+vXnuRXLURSFUR2yTWsAXNanL/9dvw6AgW2zSD7ITMVSjwuuHMWQUV2YPnUOH76xmOxO6Qw/2dx1OXNcX7p1a8vTU7/kgw+WM2pkF9q1M9eLOG94b+I8Lr7bkMeq7buZMCz23lkTZ/Xohm4YPP3tYkLRKKd07mhao0dKOiUNjaasV2oGF3eNfdy5CY/mYEVlASEjysR2fRicbH5oQQjBu+XvIxBc0+ZKyiMVJGixNXhNhIwGPqycioLKBal/oDC8lRNc5qIKldEdzK35Gw7FxbikBygMr6SbZ5wpjaLwl2wITMGjZjIo7iFKo4to5zwz5vJhYxd7Qg8SMFbiVQeT5b6PmuhnxGsn4VTbxaQR0L+jOvIoUZGHWx1FivMvBPT5ONROeLSTWiwvRIiA/jYN0ecRVOJSR+Nz3ErUWIVAx+e4tkUNQxQT1l8mor8NBHCoY3FpuRhiF7pYh1u7G+UwDa8QAYTxGcJ4C8QawIWijkdRLwcqMPT3UR2PoRzOGIk9YMwE40NgF+AF5SxQLwRUMB4H7SlQ2rZ4Pr8Epk+fzpNPPonTuS+nY9q0aXTr1o177rmHJUuWkJCQwE033cQll1wCQDgc5v7772fu3Lk4HA6uueYafve7RhMohGDKlCm8++676LrOeeedx913342mNXawZsyYwfTp0/H7/YwZM4YHHniguZ2bPXs2Tz75JBUVFYwYMYKHH37Y9tD4MWEE1q9fz8KFC/ntb3/bvC8UCv2o99+lS5cDhgEqKyupqamhSxfz4/cSc4w6rbFh+PUt49hTWMULj39Gm3bJdOycGbNG796NodrrrzuVO9YV8uK0r7nvr+ejqrGH5OK9jcMLQ7q0Z+GmXei6YSpXoQlNVUnyeqhssB5Nqgg2lk3zeC1rLK3MR1MUhqR0IN7hNl1+tf971jdsZGLqr8hwppPhNHdDMITBx1UvUBUt5ZK0P5LsyCTZEftnCj82AQlaFj09v4o59C2EwfbQDPJCb5Ks9WeAbzIuNYlOaofDNnj7ykepjLxOeeR5FBy0cd1DsuMiFEUlzXkdqtLydY0YO6mOPErQ+BaHkk266xk86ukoioKmtENVDt/ZECJKUP+IhuizGOzBqQwlzvkMTnUIAJpyAmoLEQlD5BOOTiNifADoONTxuLRctL3DE6rohIOJh72uhv4SQn+BxjH8TijaX1DU81H2hu2FKEd1jDn8ddUfA+NlQIAyBNTfNpqApvqLctBeAyX2RMf/BUdz+l9TMvuvf/3rA/bfcsst+Hw+Fi1axObNm7nhhhvo1q0bAwcO5Mknn6SoqIivvvqKiooKrr/+ejp27Mj48eN54403+Prrr5k1axaKopCbm8vLL7/MDTfcwPz585k+fTqvvvoq6enp3HHHHfzzn//k/vvvb06Yf/nll+nRowcPPvggd999N9OmTbN1fsdELMTn8/Gvf/2Lzz//HMMwWLx4MZ988gkXXHDg+OKECRP48ssvWbFiBaFQiClTpnDqqaeSkvLzjk21JlxuJ7f9dSLeODdP/m0mtdUNpjVSU+O46spRbNxYxPz51ha+GdylPf5gmM1F1qdUpvq8No1A47mnuu0ZgT6JbS2ZAL/ewPvlH9He1Y7Tk80l9jXxbe175IXWMibpCjq6zUdXDmUCgJhNgC6CrGl4iLzQm2Q5z2RI3D9wqUl7NVq+PYWM7ewMTqIs8jQ+bQQ53vdJcV7SXDYWE+CPzqY4dB4hYwVJjttp656FVxvTfA4tmQCAhui/qY/+H6qSQpJzGkmu15pNQKNGy1GaiD6TiPEBTvV84lxf4HVOaTYBAIqSHMN1dYEyCtUxA9X5Gap2XbMJaNRIb/m6Kv1AvQEcn4HjDVAv2mcCAJT0Y84EQGOyoN3tp9i4cSO9eh34+/D7/cydO5dbbrkFt9tN//79mTBhAh999BEAM2fOJDc3l4SEBDp16sTVV1/Nhx9+2Hzs2muvJTMzk4yMDHJzcw84dvHFF5OTk0NCQgK33norM2fORNf1AxLmPR4Pd955J999953tafTHhBHIycnhqaee4tlnn2Xw4MHcf//9PPLII/Tp04f77ruP++67D4BevXrx4IMPcu+99zJq1ChKS0t55JFHfubatz5S0xO47f8mUl3pZ+rDHxONmE9yGzu2Dz17ZPH6G4uoqvKbLj+oc2N0YeU26wvnpHi9VNrIL6ncGxFItRgRqAw3sKW+jBGpJ1gqP7PiY+p1P1dkXoqmmMvZAFjfsJjl/s/p7zuVQT7zOQE/ZQJiRQjBav89lEa/pav71/Tx/glVcbVc8AA0dFFFO/cjdHA/hVM1n+/hVgcTp51HludTEp2/QTFdB/A6LifR+RTJrvdxaaeYSgRswqVdS5zrKzzOh1EV88NVAKo2Cc05FUUdFZOROrTI2aDdAYr54cyfk6O1oNBPJbPv2rULh8NBdva+IducnBx27NhBTU0NFRUVByS3Nx2DHye+5+TkkJeXhxDikMcaGhooKSk5agnzx8TQAMCYMWMYM+bHN6MHHnjggNfjx49n/Pjx/6tqSX6Crr3acf0t43hxyufMnf09Z18wpOVC+6GqCjf89jT+/Oe3mfGf77j9trNNlU+J99I1K42V2wu55vTYErgOJs3nI6+yylJZ2GcE0jzWclSWVzbOOrBiBLYEtrGkbhmnJ43mBLf53JGAUc+cmldp7+rGGUlXW2q46vUSnIqXM5ImmzYB0Bg1yHZfQDbnm0oI3B+32oku3lkoNnqoDrUdqa4HWn7jYVCVDNyaue/wwShKIgrmZkdIjj77J7NPnTqVNWvWcOONN3Ldddf9aPi6KY+tKYHd6/X+6Bj8OPHd6/ViGAbhcPiQx5rKHK2E+WPGCEiOP04d1wdfnIuBwztbKt+hfSqXXDIcQzcwDGEqVwBgcOf2vLd4Lf5gmDiP+V5cis9DVUPA1LoK+1MRbMCjOfA5rTVCyyrziXe46JlgoReruOjt68n41LMs/W2vGs9FqbeR6sgyvWhQEye4R9HeNQTNQg+6iTbOUyyXbcKOCZD8cjhaWf8/lczeNES9P8FgEJ/P19xYB4NB4uPjDzgGjaZg/7KBQACHw4Hb7T7kMYC4uLijljAvjcBhGJfTBX/E3hKgp2R3pFNSsi2Noe3a4dbMh373p29GJr8eOAiP48h+5ENP7Nbymw7DBeebiyTsz1mDuzMgJwuXyQWFmhjV6QSSvV50w0C1cH1PyjqBLJ/5KX9NTOo4lNMyu+AwuagSQEfPCdyYdYPlvw2Q7TY/zfBg7JgAieRIcrSSBX8qmT0rK4tIJEJRURHt2jXOSsnLy6Nr164kJyeTlpZGXl5ec0Z/Xl5ec2J7U+J70+J4eXl5dO7cuflY0xBC07HExEQyMzOPWsL8MZEjcKxyVpeuXNjT/LSw/Tm1Y0eu6tfflsbwdu359SBr4e8m+mZm8ptBQ464Efg5yU5PZli3bNMrCzYxqH0WVw7uj9OiyRqVlc1VPa1/th3jUjgl3Vo0RSKRHMjRShb8qWT2q666irFjx/LEE08QCARYs2YNs2fP5txzzwVg4sSJPPPMM1RXV7Nz505ef/11zjvvvOZj06dPp7i4mPLycl544YUDjr399tts3bqV+vp6pk6dyoQJE1BV9aglzCviSDzc/RimrEw+410ikUiOFTIyrEfRDscFC2+yrfHhSc8ecv+8efN48sknKSgooE2bNtx+++2cffbZVFdXM3nyZBYvXozP5+Pmm2/m4osvBhqHAv7+978zZ84cFEVh0qRJ3HjjjQDous7UqVN5//33iUQinHvuuQesI/Dqq68yY8YMamtrGT16NA899FBzrsCnn37K008/TVlZGUOHDuWRRx4hLS3N1nlLIyCRSCSS/xnHoxH4pfPLiRNLJBKJpNVyNBcU+qUjjYBEIpFIjnukEbCONAISiUQiOe6RRsA60ghIJBKJ5LjncEsESw6PnD4okUgkEkkrRkYEJBKJRHLcI4cGrCONgEQikUiOe6QRsI40AhKJRCI57pFGwDoyR0AikUgkklaMjAhIJBKJ5LhHRgSsI42ARCKRSI57hDQClpFGQCKRSCTHPXIdAetIIyCRSCSS4x45NGAdmSwokUgkEkkrRkYEJBKJRHLcI3MErCONgEQikUiOe+TQgHWkETgMQgh0IXCo9kZQoobxi9H4paAbBtoRuha6MNAUeV0lkp8TGRGwjrx7HYa86mqWF+22pVEZaGBu3nZbGsFolJmbN9nSMITg3Y3rbWn83GzbVUZtffCIaH26dgvBSPSIaL2zY90R0QFYXWvvuyKRtFYModjeWivSCByGBQX5LCjIt6WxsKCAb/PtaazYU8TcvB22NDaVl/ORCTMRDkVs/T1ojKgsn7eBsqIq21oAHreTe6bMoqyy3rbWltJy3l9l3xiVB/38e+NyooZuS0cIwatF81heu9V2nQB0EaIovJCgUWlbS4goQhwZ0ySRSI49pBE4DAsKdrGwIB8hhA2NfJbuLiSiW28oFhbks7a0hJqQ9d7wgoJ88mtqKKipien9BZuLuO/CKbxw15vMfXMhOzcUokfNnYOiKLTpkMrdlz3L366fxudvLaaytNZK9QFo3yYJf0OIvzw+k4I99sxFpT/AW8t+oC4YsqUzffMqGvQIlaGAZQ1dGPyrYDYflC6iX3wnyzqGiFAcXspK/2N8Vn0lFdF1eNRU0zpho4yq6HwKQ8+wpSGXovDzgGZKQ4goUaOAoL6Y+ug7VEeeIGyYj2oJoWOISnRjO1FjJRFjia3fo+SXixD2t9aKzBH4CaqCAdaVliKAbVWVdEtNM60RikZZVrSbYDTK6uI9DG/fwbSGEIKFBfnoQrCksJCzunQ1rQE0RzYWFOZzRVK/Ft/fpX9HrrrnfB674UUWfLQCAJfXRU7fDpxy/jBGXzwipr97Qve2XHvXBKY98CHb1xXy1lNf0H3ACYw4sy8jx/UlPskX8zkoikLf7u34bsV27pkyi3t/dzY9O7eJufz+VPobqA+FeXPZD+SeOtySRqG/hg92bQSgIhQg0xtvWiNkRHhi54csq92CAvSJP8FUeSEEZdHV7A5/y57IIiKiMVqSqvWij/d6E/XYze7ws/j1dURESfP+dMf5tHP9HkVpOWwqhE519AmC+jyiYg/QFEVwkOp8GJfaM6a6hPUvCOpTEKIKQS3QeIdWla7EOZ6JqS6IStB/D6ICUA7clF6g3Q1KRgsaETT9TyhiC+BGKG7AA7iBRHTtt6B0a0FDoBmPoRrfghIPJCDY+68Sj6GchlBb/v45jLdwGG8iSEEoyUAKgmSEkoJBZwzlFGjhumjGUjzGPxBKJgaZCNpgKG2a/zXoAsrhmwRVbCfOuBtBOoaShcHeTclCJwtBJijmTOORQi4oZB0ZEfgJFhUU0GQQF1gM7a8q3kMw2ngztDrEsKWigrKGBlsaJfX1bK2sAGChiXPpMbQzf3z+N7g8TgDCgTDlhZUMPL23qb9/yoSBnH7BEKCx4dr8/S4C/hAen8uUDkC/7u0AqPOHuO/pgNM3EQAAIABJREFU2axcb+2aVPobe/Dvr1pPWZ3fksbzm5ajCwOAimCD6fL10QD3b3+TZbVbAOjoaUOiI3ZjBI3myKnEUx79odkEuJQkhsbfjao4Y9Zxq+1xKW0OMAGpjl+R7b4LJeZESBWPOvQAE6CQSIZrGnGOCTEpCCFQlGSEiCCoockEONUJJDjfQVM7xyASBrEJSAYKgHxgF7Ab1HNB+0cMJiCEIlYACSjsRGEzqliDKpYBBrp2UwwmIIAilgFOVPJQxVpUsQhNfIkqFiGUAQhlWAsaDajGMqAOhd1orMIh5uEQ7+MQr6OIagxl0GFNwP9n78zDo6iy//3eql6zJyQhBAKELSCCYVFAUBBFBcEFkRERd4QZv/7cZxxnXEd03HBkFFccFXEHBAEFRQQVQRFE9i0BEkLIRvakl6r7+yMhJGTr7hBN5L7PU093uuqcPlXd6fu55557S8ij6OZ6dHYhKMQi12GTi7HL13Gaj2Mz30DIfBrK+giZi0WuxyrXI3Bj5QfscgFO+RLB8p8Em//AKr8HmjZE1hSkFE3eTlVURqAevk9Pq/b8IDcm9/PbR/WG+/u0NO4aJH3rzdTjY92h9IAq/6ufyy9HMilyuQi1232y7TWoG3fOvonnp8/BMExyD+fzwLhnuPL/XczwCYPQLb6p/8l3jyZ1x2H278wAYPWijZw2IJGup/uXJTkmBKCiZmDTtnSSEtsSEuTb+UBFY5NXUtFwu70G76zbxD2jhvkVx66CHL5I31v1d47LfyGwvmA3WrVeTJ/QTn778Moy9ruWUWoea8A1Bgb/DacW7bOPUmMPh9z/pchYT0VjYBBpuYhO9n/4JAKk9FBqLKfI+xYeuQOBHYkXXcQTY3sZq9Z4FsuUR3AbC3AbCzA5CBwTRFaclvuxaZMb/t+R2SDXgPkNyLVACWCt3DwgzgD98fobb2kg5HaEXIeQPyDkJgQuJBoSe+XzWAz9fqS4qO6GV+ajyU0I+TOa3IiQ2xCVgkjiQFCOxIGh3Yyh3QTCcYK9iSAVTW5Gk1vQ5WYEexGYVT4qHgWGGIdHux0p2tWw1ziIJneiy91o7EaXO9HIPn4Ix8W3QS9c2m14xbDj5yNNdLagy73o7EWX+9DZi8bRenzEUS5uwS0uBT+Ep6JloYRAHXgMg105OUQHBeHyGuSWlpFXVkqU0/fempSSXzIzaRcSQl5ZGZoQpObn0yUy0q9YNhzOoENoGOlFhbQNDmbzkUwGtItv3LAa6w+l0yk8nAMFBSRGRLL+UDoXdOnqs32foUn8vxdvYNHLXzHpr+N4/+nP+N/Dn7D8nW+Z9NdxnDG8V6MCx2a3cvu/J/LYzW8w7dHxvPHYp/xr6hzGTx3B2OvPQdN9EzdxMWFERwYTFuJkf3ou5w3u4ZcIACh2uRFCEGyzEhMagt1ioajcRajDdz+/5mUyLiGJz9J20cbuJCeAjMDIqL58lfcLIboDp2b3uz7gqHc3P5c8TYl5mG72CXhkCcF6HDHWZJ/s3WYWh92vketdgk4w7W23owknRcbPdLY/hGgkxWvKEkqMTyjyzsWQh7GIjkRaH8IiOpPveZYY+2z0BnreUrrxmKtwm5/gNb8DTHQxAKc+Has2mCL3JIKtL2DR6hHhsgTM/4H8BuSxmRsxIC4GbQSIIeAdC9oNoE2pO2UtC9CNBxHyRwQV9SuSLpjalUgxGCnOwuK9AUMbhKndVpneP9FHEVbvFDT2VNpbkOI0DG0KUvTHFP2xGvdhEoFXvxuqN95VPspwGudXiyEYU/TB4GZMcQaG6IPNfBZBNm7tHqToVccF8RJsXInAi0TDpDOGGIBbJGGQhCmSsJnvYpHf4tL+gleMrEPQCELM29EoqhAtdMEjzsGgK4bohkE3bHIFdvlepQAY12IEwKlc9d9UhPyDV95kZxf5bVPm8WAieXj1Ko4UlzBn3GWUe72E+diLhgoxUer18OJPP/JDehqfTpxEsdtNhMPRuHElUkqOlpfxwbZtzNv6K99efxP55eVEOZ1+nU9uaSlfpqbwwo/rWDZpMlJKv0TNMQ6nZNGuSyxSSn78YjMfPbeUrLRcThvcnUl/G0fn0xrv3aftPUJCt7YUF5Tyvyc/46evt5OU3Ilpj40nOi7CpzjWbkyhT1I8tz36Ee1iwnjynsvQNN9/BPJKSsktLuXd9ZvZeTibD6dd7bNtdd7es4n/bl/PklGTSS8tZGB0e7/sV+X9ygsHF/PnDqOJtUXQPag9IZbGvx9SGuxxzWdn2VzsIoL+wfcQY02m0NhPqNapUVFmyFKOuN8lyzMPEw8x1gm0s92MRYTjMg9hE20RjYwVF3nnUuB5CUkRNi2ZUMuNOLXzEELHkNkIgtBEcMM+3FdiyK0IYrDpl2PTxlel/k1ZCHjRRAPFjtID3mEgOoIYXrn1hmNZDOkGMiv21+vDxOKdgBRJmNoQpBgEolrdiZTA3oaHAaTEYtyHFF0wRX+k6Aui5v+XkDvqabyPYzVewBQdMEVfJF1qCRchtyPp1eAwgMVcgSniMelWO+MAaHILJtWuUV0+5AZMYjFpX6d40uU2DHoELABiYkIDsmuMM5Y82GQfm8f+6yRE0vpQGYE6cFprfsFtuo5N968AxqrrhFezsWiaXyIAKsZ/qzfYmhB+iwCANkHHfQgEkQH4AGjXJbYqrkGjk+l//ul89d73LJq9gvmzvuCeV25p1EdCt4of2ZDwIP7vyYms+WwT7z73Of+85mXun309nXs2nu04u39FYzHlsrN4ad4aVq3fzflDknw+j6jgIKKCg+jRNprVu1PJLy0nIsi/zwZgZ34ObR3BxAWFEhfk349biVHO2xkr6epsxwVt+vm8IJGUkvXFj3HE+xPtrGeTHPT/sGlhAITpnX1871/J9MwhQh9BvP02HNrxhtKu+SZmBHYc2iBCLTdg12v22BvKAlTHrt+MwIFFO7eW8NBEmA9BWMGysu5eOoCwAY0UXwoNr3VBA/sF0EgtgBB4Lc82eEhjIgDAo9/RiI/Ga3O82oUN7jdF44XCXjGwwf2G6N2oj9+DU3mMv6koIaAIGKvNwugbhnPO5QNxlbn9thdCMPzS/iQld+Kzt9bQvlJo+Mr5Q5L48vudvL1wPYPO6Oz3EEFS24qZILuP5HBWov8zOnYUZNMzwrdG70TeP7yGAm8JDyRO9GtVQiEE7WxDiLMNppPtYr9rTgBC9UH0dM4lSO/ht+0xQiwTCbFMDNgewKaPaZI9UL8IUJxyKCEQOC1GCGzYsIGnnnqKlJQUIiMjueWWW7j66top22nTpvHDDz+gV+ttb9q0qVliinYGI5o4JSXK6SQ+tGmpsAiHnQ5hPvSQGiDUZiMhLKyxGUYBERIRTEhEw2nghojr2IapD13ht52mCW69eigbthzE6mPRYnV6tI2mQ2QYLq//i+V4TYNoexD92tQx3usDgyOSCLcE0SPYv+EEgE72iwN6z2MIIZokAhQKxR+LFlEjUFBQwKhRo3jwwQe55JJL2LFjBzfeeCP/+c9/OPvss2sce8455zB79mz69Gk8xQWB1QgoFAqFonlorhqB3oseabKPbZc13UdrpEWsI5CRkcHw4cMZN24cmqbRu3dvBg0axMaNG2scl5ubS15eHj16qN6MQqFQKI6jVhYMnBYhBHr16sUzzzxT9XdBQQEbNmygZ8+aK5Ft376d4OBgpk2bxuDBg7n66qubbVhAoVAoFK0HtaBQ4LQIIVCdoqIipk+fTu/evRk5cmSNfS6Xi+TkZP7xj3+wZs0aLr30UqZOnUp2dnY93hQKhUJxKqCEQOC0KCGQlpbG1VdfTXh4OC+++CLaCSvoXXDBBbz22mt0794dm83GNddcQ7t27Vi/fv3vFLFCoVAoFK2bFiMEtm3bxsSJExk2bBizZ8/GUcec+y+++IJly5bVeM3lcmH3Y6EfhUKhUPzxkCdhO1VpEUIgJyeHW265hRtvvJG///3vtTIBxygtLWXGjBns3bsXj8fDG2+8QXl5OUOHDv2NI1YoFApFS6I5hwY2bNjAVVddxYABA7jgggv44IMPANiyZQu9evWiX79+Vdsrr7xSGY/kueeeY/DgwZx55pk8/vjjGNVuR//WW29xzjnn0L9/f+69915KS48vU75kyRLOP/98kpOTmTZtGjk5OVX71q5dy9ixY0lOTuaaa64hNTW1ydeuRUwffOWVV3j++ecJCqq5LOd1113H0aMVN7t47LHHAHj11Vd5//33yc/P57TTTuPhhx8mKan+VeXU9EGFQqFoOTTX9MEenzR9eeDdE2ovU9zQ9Pb09HRWrlzJq6++Wsvu3Xff5cMPP2TOnDkIIZg2bRqjR49m6tSprFq1ioceeoh33nmH6Oho7r77btq3b88jjzzCzp07mTx5Mm+++SZJSUn861//Iisri9dff52cnBwuvPBCnn32WYYNG8Zrr73G559/zpIlSwJaXOwYLUIINCdKCCgUCkXLobUJgR07dvDmm2/WmNl2++23k5SURE5ODuHh4dx111217K666ir+9Kc/MWHCBACWL1/OCy+8wLJly7jzzjtJTEzkjjsqlpXeunUrU6ZMYcOGDcycOZPs7GyefvppAI4ePcqQIUP47rvvWLFiBUuXLmXevHkAGIbB4MGDmTNnDn379g34vFvE0IBCoVAoFE2huYYGGprevmPHDjZu3MjIkSMZMWIETz31FG53xXLrKSkpdOt2/BbciYmJpKamIqWsc19paSlHjhyptS8yMpLw8HBSU1NJSUmha9fjd47VdZ2EhARSUlKadO2UEFAoFApFq+e3WFDoxOntkZGRjBw5kiVLljB37lzWr1/PrFmzACgrK6tR9O50OjFNE7fbXee+YzYn7ju2/9g+5wk3jTu2rykoIaBQKBSKVk9zryNQ1/T2V155hRtvvJGgoCASEhKYNm0aX375JQAOhwOXy1VlX1ZWhsViwW6317kPIDg4GIfDQXl5eY33LisrIygoCKfTWe++pqCEgEKhUChaP1I0fauHuqa3FxQU8NRTT1FcXFx1XPXp7F27dq1R0Z+amkqXLl2q9lVP56emphIWFkZsbGwtu7y8PAoKCujatStdunSpsc8wDA4ePFhjKCEQlBBQKBQKhaIe6pveHhoaypdffsmLL76Ix+PhwIEDvPLKK4wfPx6ASy+9lDlz5pCZmUlOTg6vvvoql112WdW+Dz/8kD179lBcXMysWbMYO3YsmqYxduxYVqxYwYYNG3C5XMycOZNzzz2XyMhIRo0axdatW1mxYgVut5uXX36ZuLg4TjvttCado5o1oFAoFIrfjOaaNdDl/Sea7CNl0gO1Xmtoevu4ceN4/PHH2bJlCw6Hgz/96U/cfvvtCCEwDINZs2Yxf/58PB4P48aN4+9//zu6XnHL9HfeeYe33nqLwsJChg8fzuOPP141/r9s2TJeeOEFsrOzGThwIE8++SRt2rQBYN26dTzxxBOkpaXRq1cvZsyYQWJiYpPOWwkBhUKhUPxmNJsQeO8kCIFraguBUwHL7x2AQqFQKBRN5VS+aVBTUUJAoVAoFK2fP3Ruu3lRxYIKhUKhUJzCqIyAQqFQKFo9amggcJQQUCgUCkXrRw0NBIwSAgqFQqH4A6AyAoGiagQUCoVCoTiFURkBhUKhULR+1NBAwPgtBIqKihBCEBIS0hzxKBQKxclBShBNTBcrHyffR3OhhEDANCoEiouL+fjjj/n666/ZvHkzHo8HqLiz0hlnnMEFF1zA5Zdf/ocUBlJKPKaJrXJJyEBxG0ar9VFaVEbajnQObkvjwLY0juzP4v9m30p4bLjPPjwuD0cO5JCZmsXh1CwyU7NoEx/J+DvG+O7DY+DxGNhsOrquIZr4Y1Tm9uC0WZvk4xhe08QrTRx60xJspjTxSi8mJg7N0bhBJWXGDnI8c7BpHbGLzti0jti0TuhE+HWdSj3PY8gULFoSuuiJLnqiifZ++ZDmVgxjBkL0RojTEVofIBEh/BiFlKUI4zYgDinOAO0MoDsI/66vzXwBjRQM0R9D9MekFwj/PnOrnI/V/AqvGIAhBmBwOgibXz4s/IDDeAOvGFix0ReE758vgMY+go3H8IoBeMSZeEkG4d8d5wT5hBr34BWn4xED8dIfKfz93XYRatyFKTriEYPwMAApfP8taFbUrIGAqXeJYdM0ee2113j99deJj49nxIgRdO/enaioKAzD4OjRo2zfvp3169eTkZHBTTfdxNSpU7FYWtZoQ1OWGN6Tl8uRkhKGJXQM/P1LS1h/6BBju/cI2EeZx8Oi3bu4uvfpAfswTJN5W7dwXd8zGj22tKiM+c8sYsPnG8k+mFNjX9d+iZw3+Vyi4iNpEx9FVHwUQWHOOhuLPRtTefdf80ndmoY0a37NrrxzDL2GdKdtpxjCo0MbbWzcbi8ffLCOpcs2IwRYLDo2mwWrVScszMk9d48mLs73H6TPNu4gI7+QSUPOIMzp34/yMaSUfHMklc8zdvFE8kVYNN8aOykl83MXsKVkK17pxSu9eKQHE5N2tnZMiZ1MvC2+UT+mLMMt03GbaRxx/wePPFRjv044bazX0sY6BVFHAyilG1NmYZKJKTMxzG2UG2/WOEYQgq71IchyJxYt+QR7L5AHMhdJDsgcJDmYxjtAVrUjgypFwSg07RrEsQZdGkAhkA/yKFC5yXyE/AYhfz7+XjhB9AYxAKldDyISpAdBDoIioBghi48/pxhNHsQqF1bz4cAQfTDpj1cbhSl6gHShcRgoqbQvQVBS8TclCJmPTc5FVHY3JTYM+mKIAXi1oRjiDJDl6BwEShHHNlmKoKzqNYecV/k3SKx4OR2vGIBXDMLLAMCNzl4EZQhKQZZVPi+Dyke7XIRGdqUPCwanVYgCMRAvZwIGFn5F4EJQDrLiUVAOlCNwYZNfYyGl0oeOt9JHlbhAx8oGwIWQFTbgrnys+Nsq12NlS6UPgUFPPOKsio3kRkVOcy0x3OnNp5vs48BNfz0JkbQ+6m21J06cyGmnncZHH31E165d6zzm8ssvB2Dnzp28/fbbTJw4kQULFjRPpL8D3x08SFZp04TA2rQ0fkhPa5IQ+Ckjg6/3pzRJCGzPyWbx7l1M6dO30UY3KNTJ5Icn0mtIEiveXMnWNdur9u3blMq+Tak1jncE24mKj2L6rJvp1r9L1evd+yfy93m3s+bjdXw+ZxU5h/Kq9s3/zzL4T6V9iJ22nWJIPL0jNz9xdZ0x2WwWrrtuGMn9OjF79kqOHi3B4zEA6NA+ksKiMr+EwEV9e3DDqx+z7JddXDu0HxPOOt2vnu/uwhz+ve0btuQf4Zn+o30WAQAlZgnhejiFRiGyWj5zRPhwLokcg1Wrv9da5P2GXM97uGUaXplVz1EWwi2jibZeh13rUmtvkfs2vObmisa7gXyqIBaHZRJ2fSKaiK56XcpSvJ7zqWi4G8vHaggxCE2/GiHOQYjKjJRMQ3gvqmpgG6cdUpwH2qUVIgDQ5Sac5i31Wsg6aqElsRgiGZOK66Kzg2Djeh9jAPCCsGGKBAy6Vfo4QJhZ9/f2+Pse/24JPAjcSCIw6ARCoMkcwsxr/fDhRZAP6Ji0BaEjZD7h5jQ/fBjopGOQBOiVm0mY+Rc/fEg0DqKRCLhR9eetk3qFwL///W+f73Hcs2dPnnzySfbs2XPSAmsJmFKiNTEF7TYM7BZLk3yVet1EOpyUe704Asy4FLpcdAoPJ99VTqTD2ejxmq4xcHQ/Bo7ux6HdGax4cyVrPlzLpbePYeiVg8nNyCMv42jVY97hPIIjgmv5cQTZufD64Yy8Zhg/fr6JJa9+RU56Hg9+dCc5h/LI3J/NkQPZHNmfTXF+SaNx9e2TwLPPXM1rr3/D+vX7sFg0du3O5Ntvd9Gje5zP18Nm0blx+ACeX/YdnWMi/R5q6Boahds06BMRx/BY/+78VWQUs/ToMhzCQbksJ1wPZ3LsJHo4GxeLEg8m5QRp/SuHABKwiQQKvEso8C4jwjKeNtZrsGpt6/WhiQ5Y9TA02qKJdmgiDk3EIXBS4B6DRfTFbrkWmzaqzkwCONG0UUAkiGgEbSoeRTQQjeG9Byl3o+lXoWlXIkS7OnxEgTYVk0gQERW+iKhs5CPB/ABhvgJiNFK7EkRyrbFpU3ShXHsQCEESghShx58TikYqTmMyhjgTrxiHV1wAouZ31KQTZdrjSIIrNhEMBCMJQhKCoJQQYzQm3fFol+ARFyOriSIAg/YUi6eQwlnN1ln5GATohJuXYBKCW4zBLS7GFJ1OiKMNxdrMSjsnVD4e/9tBqDkJjQLc4kLcYjQGvWpcE0kYhdpLSBxI7EgcgKPqb7ATat6LhV9wi/Nwi4vwMOCEIRedAu2VSjt7lV3158HyKexyGW5xLi5xIR6GgLDX8Rn/xqgagYBRdx9U+ExpYSl7NuzjjJF9AvYhpWTLmh3Ed4sjun1Uk/ys+XYXH3/0I08/fTVut4eIOoRIQ5hSsu9ILt3johs/uA4MabKvKI8eYf7bZ3uy+aloA1meLK6KnkCw7l/sJ1LgXUGIPhhdhAXswzD3IXFj0XoF7ENKL1J+jxBDjw8BBIL5A4i+tRpuf9DkdiRRSOG7QKztoyL7ZYrAb/MqZCYauRicFnChnZCF6OzGS3/wp96iOtKDlZ/wcKbftRLHfUisfI+HgX7XORyj2YYG3nimyT4O3HLfSYik9eGTEPB4PMyfP589e/bgdrtr7f/Xv/7VLMGdDJQQ+GOTlVVImzYh6HrrS0lme7KJtkQ3ufBRoWhNNJcQ6Px604XA/qmnphDwSbLff//9rFixgl69emG310wBqR8xxe9JbGzgPeDfmxhrzO8dgkLxx+EPndtuXnwSAt988w0zZ85k1KhRzR2PQqFQKBSK3xCfhEBoaCiJiYGPkSkUCoVC0ayodQQCxqeB1VtvvZWnnnqKjIyM5o5HoVAoFAr/kSdhO0XxKSPQu3dvXnjhBc4//3w0rfaqblu3bm2W4BQKhUKh8IlTuCFvKj4JgQceeIDOnTtz6aWXEhTk37KWCoVCoVAoWi4+CYG0tDQWL15M586dmzkchUKhUCgCQGUEAsanGoHevXtz4MCB5o5FoVAoFIrAkKLp2ymKTxmB8ePH88ADDzBx4kQ6duxY68ZC48aNa5bgFAqFQqHwBaEyAgHj08qCPXv2rN+BEOzYseOkBLN9+3Yeeugh9u7dS6dOnXj00UdJTk6uddxbb73FnDlzKCkpYeTIkTz22GP11i6olQUVCoWi5dBcKwsm/ve5JvtIvf2ekxBJ68OnoYGdO3fWu50sEeByuZg+fTrjx4/np59+YsqUKfz5z3+mpKTmjWhWrVrFnDlzeOedd1i9ejUFBQU8/XTTbz+pUCgUCsWpSItZoH3dunVomsY111yD1WplwoQJREdHs3r16hrHLVq0iAkTJpCYmEhoaCh33HEHixYtwjCM3ylyhUKhUChaLz7VCOzbt48ZM2awadMmPB5Prf0nYx2B1NRUunbtWuO1xMREUlJSaryWkpJSY6njxMRESktLOXLkCPHx8U2OQ6FQKBStD1UjEDg+CYGHHnqIgoIC7rrrLkJDm2d8p7S0FKfTWeM1h8NBeXl5jdfKyspwOI7f/vKYTVlZWbPEpVAoFIpWwClc9d9UfBICv/76Kx9//HGDRYNNxel01mr0y8vLaxUBOhwOXC5X1d/HBEBwcNPu565QKBSKVozKCASMTzUCMTEx+DC5oEl06dKF1NTUGq+lpqbSrVu3Gq917dq1xnBBamoqYWFhxMbGNmt8CoVCoVD8EfFJCEyfPp0nnniC1NRUTNNslkCGDBmC2+1m7ty5eDwePvnkE3Jychg2bFiN4y699FI+/PBD9uzZQ3FxMbNmzWLs2LFoWoupe1QoFArFb4266VDA+DQ08L///Y+0tDTGjBmDEKJWo3syigVtNhuvv/46jzzyCDNnzqRTp068/PLLBAUFccsttzBw4ECmT5/OyJEjSU9PZ9q0aRQWFjJ8+HD++te/Nvn9FQqFQtF6UcWCgePTgkILFy5scP8VV1xx0gI62agFhRQKhaLl0FwLCnV9bmaTfey75+6TEEnrw6eMQEtu6BUKhUKhaE58XfW2tVLvwPqUKVP8Svlv2rSJa6+99qQEpVAoFAqFXzRTjYCvq962ZurNCNxxxx3ce++9REdHM3r0aIYPH06HDh1qHLN3717Wr1/PggULKCwsZMaMGc0esEKhUCgUJ9JcNQLVV70FmDBhAm+//TarV69mzJgxzfOmvzH1CoGBAweyePFi5s+fz9tvv83jjz+Ow+EgIiICwzDIz8/H4/GQmJjItddey4QJE7DZbL9l7AqFQqFQVNBMCwr5uupta6bBGgGbzcakSZOYNGkSqampbN68mdzcXIQQxMTE0LdvXzp16vRbxapQKBQKRd00U0bA11VvWzM+FQtChQJKTExszlgUit8cKSVCBN6TaKq9QqFo2fi66m1rRq3CUwelHg/FbjdPrf2Ov361gnKvlwKXf+rPYxgcLS/jlZ9/Yvqyz/CaJnl+3g9BSkl2aQnvb93CpAWfYJgmOaWlfvkAyCopYeme3fxpwccUuMrJLm2ZRS6m4ftiVUblsWXlHp59cTlph/L8eq+t6ZkUl7u5ec4CFmzY5pctQEZpIdd8+yGrMlP4IfugX7amNHnr8AK2l+wFwJD+3TlT+nm8QnEqIGTTt7rwddXb1owSAnVg1TSmLFrAtwcP8MuRTCbO/wjD9C/vZNE0bvt8KV/s28uOnBwmzv/IbzEhhOChb1Yxf+d29hfkM/nT+RwsyPfLB8Bz69by9q+/cLCggOlLl7D5yBG/fRzD66nZCLnLPfy8/Bc+eGKBzz7KSo5fB6/Hy9qlm3j0mhdZ+uY3Pvt46/21FBWX88RzS/lxQyoH0/0UAoeymP7Wp+zPOYrHMNiXleuzbU55CSVeNxmlRczfCtdCAAAgAElEQVTa+QP/3rK6caNqlJrl7Ck7wKz0uWwv2ctnOaso8Pq23oXHPMrGkvEcdL2My8yset2Ubkzp9slHibGSAs/beM2MWvukrH130brwmj9iyvQ690npm6CTMrvepct99dHIG/yxfLSkWFoizTRrwNdVb1szPg8NnEpYdZ3TomP4en+FCuwUHkHUCWNEjSGEoH9cPPN3bgdAE4LO4RF+x3JmfHte3/QzAHllZfRtG+e3j8HtO7Dm4AEA0goLGNy+QyMWtSkrLufdRz7igutH0L57O7as3sb6pRvZ+OWvlBeXExTmZPTUCwiPCavXh5SS5e9+h6fcwzlXnMmqj9bx9UfrKMgpIrZDFBEN2FZn/8FcvvhqCz/9nEre0RL+b+pIhg7yT517vAYZ+YUAvLrqR9qGj6RrbBufbJ0WK7f8sJASr5sSr5sou3/fjRA9iL92vIWnD77BrPS52DQrRUYJU+Iua9TWoIQQvRcZ7nlkuN8jynIucdYJBOld2VX2N3o4nsCqRTboo8z4lmJjPke9z2ITfQnWLyRYH4VFiyfH8xChlqtxaGfUay+lpNxzL5JMhOiMRQzFog1D1wYhRAhu41U00RaLdkW9wyZSevF6LgSCEaI/Qutf8Sh6IYQVaX6OSSqadjNC1HN95VGsxm1IumOKHkjRAym6g6j4PxPsRPfOw6tPA5FQj48i7OZjSBIxRSKm6IJJJxCOSh+52I0ZuLWbMcXp9fhwYTf/gykSMOmEKRKQxIM49vPqwmn8DbeYiCHOhrquiTSxydeRxGOKDpi0RxIN4lhfTeI078MjLsArRlXzXeOiYpPLMEUsJrGYtK06j2MEyYcx5Gm4xDgQdd+ozSq/QxJe6aNNrfcKks9gymhc4gqkaPi79lvSXLMGGlr19o+CT0Jg586dzXrnwZbIsISOVUJgaELHwHx07FglBIYmdAxoLHloQkKVEBjcIQFLAPdUGJrQEX74HoDkuHaE+Dm7Y8/PKbz8/94k62AOxUdL2LZ2V1Xjf+bFyZw1dgB9zumFxVb/18nr8fLOjE/55pMfadspmgUvfYnhNTh9SHdueuRKzjinJ5ru27m998k6pIScvGL69u5Azx7+iyO311v1/MLTuzOiZxefbYMtNh4943xu/eFTTCRuw/9UvVNzcEHk2cw9sgi34WFN/k9cGDWUtrboBu0cWgeSnP+m3DzEEfdCsjyfkef9BqfWhTIzha2lU0lyPk2QXv/5RNseIdy8nhJjBSXGCo56n60SBSb5lLg+J9xyKxGWWxF1NTiA0/o6hvkdXnMtHvMTPOY8wIIukgE7bvk9uliIw/IomlZXLF40/W6k3Ig0NyKN5cc8I0QfEPFI81NM42N0/V6ENrbW/4+gANDQ5Bfo8pOq1yWxSNEdU3RHk59h836GKS7Dq98KosMJPnLQ5RY0llf1CCUCSbtKUZCILjcSZKzEK4bg1qZiioEn+MjCJhcg5PFMl8SCSTym6IhJArrcR7D8CwZJuLQb8IoLazSwghwc5uwafiU2TNpjivZI2qPJdILk/Zi8gFubhFuMBxFazUcRwfKfNXq2JhGYtK3YRFs0eQg7n+GUL+IS43CJP2GKztXe1CDUvBuBUe1aRFWKghhMEYMmM3HyIUHyNdziAsrFRLz0qVvg/EHo2bMnH3zwwe8dRrPh0xLDPXv2pFevXowfP55LLrmEqKio3yK2k0KgSwznl5dzyQfzMKVk7mXj6RbAObsNg4vfm0uZ18usi0ZzZnx7v31IKbn8ow/IKi3h0eHncWGXro0b1cENixeyKzeXO84azNW96+nZnIDXY7Bo1jI+nbUMWTk04gx1MPAi3xr/YxTll/DiXXPZ8dPx6TbnXD6QMTcOp33Xtn6dx7adGTz85KKqvzt3jObaiYNJ7lNPj68eXl65jo9/2kpceAiv3zSeYLv/U19f3f0jb+zZgE3T+X70NL9sC7xFLM75mtX5P2FSkQY/M7QPf24/yS8/hiwjx7OcNPfreGXFsJFOEN2cjxJpOdsnHx4ztVIUfIFH7q163Sb6EmN7EqvWsBCW0oUhN+A1v8cwv8OUO6vttWLTp2HTpyGEvQEfGUjzZ6TciCk3gtxF9RZNiGQ0/e9oWh2ruUkJHEaTuxFyD+LYI6kIjgs+iaVSEEwDccL/oixF4wCaTEGT+xGkVjznAIKawyUG/XBrUzHE0OONnzQRZKPJg2gcrPaYhkYagprDgibxuLVrcYsrQARViyEDTaajcQghD6FxCE0eQiMdQc0aI0kwbnEFbm0yUsSD9FacA1loMrPikUw0WflIFoLiWpfPwxBc2tV4GAZIdHZW+shGo3Kr/pzCWj68JFEursIlLob6MjiVNNcSwz1mPN9kH7v/cddJiKT14VNGYMWKFSxevJh3332Xp556iuHDh3PFFVcwYsQILJY/5uhChMPB6TGxZJWU0DUysPSXTdc5K749Gw5nkBxASh8qhhiGJiSwePeugFL6xxia0JFdubkM8zG7kZl6hJfveIt9m2oWyVhtVi6ZfiEdkuJ98pORksXM2/5HVlrNMfis9Fyi4sJ9C74SKSXvfvQDALExoUy68iyGDuqOpvnfE3EbBpoQ/H3siIBEAMDN3QbwQ/ZBtuVn+T17INwSypS4yxgVNZQF2SvYULSVn4q2cHHZOSQ6ff+cdeEENLyyoOo1g1J2lf2VTvb/I876p0bjsmqJhIub8cgUPMZxIeCWv5LhmkCU9W+E6OPr9SOEvXJ4YCiGeSGlnuugquHz4DZexGMuxWF5FIs2uB4f8Qg9HhiHJsvweieB3FG1X8pfMLw3ILVr0PTbaw4XCAHEY4p4YMTxa2O8jMV8scIeHYhBkIrFmI2h34IU1WZBiSBMemGKXjXi0s2VOM27Kn3YkHRAilB0+T1SBGPSr9JeQ9IWQ7TF4MwaPjS5i2BjEgIDiROTzpiiE0IWovMLBkMqzkEEYdINU9Qe5hIymxDjCgRFSEIw6IIpuiBFLJrcj0EcCAsmXTHpCnV9VNJNmDkRnQOYRGDQA0N0x6AHJrGAAcKKQW8MetfjQxJm3oqVjZiE46UnhuiBlyQM0RP4HdeSaaGlC60BnzIC1dm0aROfffYZK1euxO12M3bsWK688soWO3TQlJsOzf11M0dKSrh3iG89q7pYsmc3P6SnMeO88wP28X3aQeZt/ZXZo8cG7GNHTjaPrvmGD8Zf1eixpmHy84rNGF4Dq92KzW7FYrNgdVix2q2ERgYT1a5xcZR3pIBFr3yFI8hOm3YRRMVFEBUXTpu4CEKjgv2+dfS6DSm89tZqJlw2kFHnnYbVovtlX51nl60hMiSIm88d2PjBDXCwJJ/J337EylE3Y9MDjyelLI1Psr8ABPcl3Oz3MJIhy3CbWbjkEdwyq+p5hD6INtaRjdqbsgyvTEfiRko3ElfFc9xI6cKh9cOiNS7+DHMLkjIENsAKWCueCytgQxDd6LlJmYaUKUAYQoQBYZXP688o1HbiRZMrkcQgRTsgpu5x9UbQzdVIEYwkAUlMtTF7P3zIDSBNTNEJSWxAKXRNbkfIworGn5gAfaShsR+DpIB9CJmLha0YJFXWIPjvo7kyAkn/anpGYNeDp2ZGwG8hABVLLq5YsYIFCxZgt9spLS2lT58+zJgxo8WtNdAUIZCaf5QjJSVN6onnlZXxU8YhLuoa+FSTcq+XZXv3ML5nr8YPrgdTSj7evo0/+Tgs0NKQUvL9ur30T+5EkLPpvY75P23lsv6nYfGxLqEhFh7czqh2XQmx+tFQ1YGUkq0le2hnjyHa2nKKsBSKk4kSAi0Pn4XAzp07WbRoEUuXLiUvL6/G8EBRURH/+Mc/SEtL47PPPmvumP2iKUJASokhZUAFetXxmuYfxscfBcM00U/StZBSYiLRA+gtKhSnGkoItDx8ypWNHTuWffv20aNHD2666SYuvfTSGgWDkZGRXHbZZfzzn/9stkB/D4QQWE5CJezJaHxbio8/CidLBEDF90Svc0BVoVD8ZqgagYDxSQicffbZPPPMM/TqVX9qetCgQXz++ecnLTCFQqFQKHyludYROBXwSQg88MADjR4TEeH/YjkKhUKhUJwUlBAImD/m3D+FQqFQnFooIRAwatBYoVAoFIpTGJURUCgUCkWrR9UIBI4SAgqFQqFo/SghEDBKCCgUCoWi1aMyAoGjagQUCoVCoTiFURkBhUKhULR+VEYgYJQQUCgUCkXrRwmBgFFCQKFQKBStHlUjEDhKCCgUCoWi9aOEQMCoYkGFQqFQKE5hVEZAoVAoFK0flREIGCUEFAqFQtHqUTUCgdNihgZmz57NiBEjGDhwIFOmTGH37t11HpeXl0dSUhL9+vWr2h566KHfOFqFQqFQtCjkSdhOUVpERmDBggUsWrSIuXPn0q5dO1577TWmTZvGypUr0bSaWmXHjh10796dJUuW/E7RKhQKhaKloTICgdMiMgJHjx5l+vTpJCQkYLFYuO6668jIyCAzM7PWsdu3b6dnz56/Q5QKhUKhUPzx+M0yAl6vl9LS0lqva5rGzTffXOO1r7/+moiICOLi4modv2PHDtLT07n44ospLi7m3HPP5f777ycsLKzZYlcoFApFC0dlBALmNxMCP/74IzfeeGOt19u3b8/XX39d47iHH36Yxx57rNawAEBISAiDBg3illtuwePx8Le//Y2HH36Y559/vlnjVygUCkULRgmBgBFSyhZz+T799FMeffRRHnzwQcaPH++TzdatW5k8eTKbNm2qUzhkZxcFHM/evDw8pkGv6JiAfRwoyKfQ5aJPbNuAfRwqKuRISQn949oF7COrpIT0okL6xrbFUsd1aq2UlrsJctgCsi0qd3HwaAFdo6NwWP3XxAeK8vGYJt3CowJ6/1LDhVOzIYQIyF6haI3ExIQ2i9++dze9M/jrzLtOQiStjxbTIrz00ks8+eSTzJ49u14RYJomzz33HOnp6VWvuVwurFZrnSKgqbyy8See+O7bJvl4d8uv/P3rr5rkY9GuXdz+xbIm+fh6fyq3fb6UYre7SX6ag4K8Etwuj992Ukru/e9iXvwksM9o6+Ej/OXDxezKygnI/v71X/LfresCst1WdIirN77Mr0VpAdkXGtkB2SkUCsWJtAghMH/+fN5++23ee+89hgwZUu9xmqbxyy+/MHPmTEpLS8nOzmbmzJlcccUVv2G0iuoczS7k1Yc+oay4PCD7/NxiHr/rPWbP+Mxv21/3ZnAw8yjdOwSWsUk/WghAh4jA6ksSQsJJKy4IyLZLUAyaECzM3Oi37UHXr7yfcw87y9YE9N4AKeWfcNi9OmB7gBJjG01JKEopm2SvUNRATR8MmBYhBF577TVKSkqYMGFCjfUB9u3bB0C/fv3YsGEDAM8++ywul4sRI0YwduxYevTowX333fd7hn/KsvPnVB6a/DI/fbWd/TsP+22fn1vMjLvfJy+niIvGD/Tb/rNvtxEaZGd4/25+2wKk5xfgtFqJCnIGZJ8QEkZGaRFe0/Db1qnbGB3bl7VH93DE5Z+YaGfrQZw1iVWFrwUkBkxpkOn5jk2lT7C97BVM6fXbR5GxiV1lN5FSfh9u84jf9gBl5hoOuyZTbvwUkD2AYW5FytyA7QGkLFCC5A+AkE3fTlVaxDoCy5cvb3D/pk2bqp63bduWl156qblDUjSAlJLP537PRy9+SUx8BH996XoSutee4dEQ1UXAvTMm0Cu5o1/2mbmFrN9+gPEj+uKwBfY1PpRfSPuIsIDH6BOCwzGk5HBpMQkh4X7bXxrbj08O/8TiI5uY2nGEz3ZW4WBM5D0sO/ocqwpfA6Cn81yf7TWhMyjkaXaUvcp+10IKvLvpF/wPHFobn32EaH2It/2Zw+45bC+9mva2vxBtvRIhfO9bSDwYMpNM9004tXOItN6BTUvy3V5KXN77kTIVXbsQq34Nmhjo9+dpeG9BUoqmXYamXYYQAdTzeG8DnKBdDOIcEHa/XWjGs4ATUzsP6AUnnoeUtV87Ad38AiliMOkLwlr7AB98aPJnJNFIOtZ9rA8+fhdO4Ya8qbSIjEBLo67egb89hpPl40SbQHouJ8NHUX4pm9bsoqy4nBf/9gEfvLCc5GE9eHTun30WAW6Xh41r9zRJBOQVlnI4p5Cl329HILjk7NP8PpeCsnKklKRXCoFAOdb4HywuIN9V5rd9O0cEQyK7sSzrV8oND1uL0hs3quSYGIi39qrKDHhkOftdvg016MLG6UG3c0bQfRQYe/m+6P/I827BlAaH3F83ai+EhTjbDfQKmkeQ3os097PsLruVMiMFgGzPgkZ9BOsX0N6xlAjLHZSbm8hwXUW2+wE85iEACjxvN/hdFULgsMzEok3EML+h3DOZMs9YPMa7SFkMgNs7CylL6vUhpURolyMIwjSew+sZjtdzE6axCCkrpjsb3v8iZQM1GdIEIkGuAeP/wDsEvPeC+RVIV8UxxssgUxrwIRFyK7r5ElbvBCze89GMfyHM70BW1PVo5psIc3ODPmzmDBzG9TiNs7Eb07CYbyLkNpAVWSuLfBfd/LKiMa8Hh/EwwcY4gozzsRv3YTU/QJO7K88TLHIBFvOTKp8tBjU0EDD6I4888sjvHURzUlrqf3FckdvNw6tXkVlSTLHbza7cHDpHRBLhcPjsw2uaPLBqJUdKSsgtKyWjuIhQu524kBC/Ynlo9SoOFxVxqKiQEo8bj2nSKTzCLx9PfP8tBwryOVBQgMc0OFpeTvco33t/UkpeefATdv9ykGVzv2PP5jSuum0UU/56CTZHHb2OevhiwQZWLtrE10s2B5wJ2JOWzbPzVrEtNZOBPRO4eEgvv+wBNqVn8OLq9ezOyqFLm0iyiorpFRfrV09ybeZB0koK+D7zILnlZfyYdYhRHbr6HUuEJYgl2ZvZXJjGgbJchrfxfbEsXVjo6jiLTPcetpQtp9Cbxa7y1ZzmPB/Nx555mN6FWOtZHPF8z37Xp7hlPvvK36ed9VxsWuMiySLCibKMwa7FkeddQbb3I0xZToZ7NnbRCafe8DURwopD70+oZQLgpdj4lCLjfUyZT5HxHobMwqkNq/ezEaINFn0EVv1ahGiPlFvxmgvwGHORMgNDrsIwF6Jr5yBE7ayNEAJN64umT0TTxgChSLkOKRdimnOR8gDInzGNOQhxGkJ0qCsI0EaCdj2I5IrX5DcgF4L5DsjdwC4wZwERIHrX7lELgdQux9QmIkUigmI0+SW6/BTNfAchtyNIQzOfB0qQYgAISy0fXnE5pjgdSTCa3IFFfoFVfoJFvocmf0VwBJucjcYWTNEX6rgmhhiIKboBAl3+jFUuxyo/wirfQ5ebEORil6+jyzWYohtS+DebKTjY/2yJL7zyeWCFu9X58+j6a9T+yCghUAd2i4X5O3ewPSebYo+bUo+HW/sP8Kuh0DWNVQf2s/5QOm7DIL2okLsGDUHzw4cQgo2HD/NlakVPYkdONvcNGYpN1/06nz15uSzctROAbdnZ3HnWYELtvv8zrlm0kaVvf0dWeh5CCO6cOZlhY/v5dT1Kisr572OLyDqcT3FhGXc+Np4+AxP9Og+AbSmZLF+/E4/XoKTcTUZOIWf2SvArFgHMWv0DEkjNPUqPmGgGdmrvVxy60Lhj7TIkkFFaxKDYDpwd55+o+bUwjf8e+JICbxnZ7iKcmo0xsWf4GUeFGNjv2sghzzZcsoQgLZJYaxeffdi1KNpbL6DIOECG52skXvKNHXSwXehTql8IQZCeRBvLJbhlJjnehQAUGN8Tqg/ApjWeMdKEA6c+lBB9HAZHKTY+QeLCLbdgyoIGxUBFDDZ07XQs2iR0bRiSEgxzMZCLJBevsRhd64NWV0Ne5SMKTRuCpl2H0M4EvEhzOXAIKEWaiyuPG1D3dRE6iM6gXVBbFJACeCsFwjYQQ0AE1eEjGERvpHYJpnYdUvRBYEHIH9DYgUCiyV/QzBVI0RvECddWOJGiG6Y2HK82Ga+4AlP0BKxochM6v1Zcbw5ikR8jpLdSEBwXFVK0wRSnY2ij8Ijr8GhjMUUSYEeX27GwodJHDlb5KUIewBR9QPjWyWkuIfDqsnUIaNI2fcypKQTU0EA9DEvoWON5IOPI1X0Mad8hoPn7wzoe95Ec144Qm/9z5qvH0SUiknahvs/jPXwgh7nPLK36u7TYxY4NqZim6VcMSz5YR0nR8ZkFH72xmtysQr98AOTkF1c9D3bauOGSs/z+bOLCQ9G1ChurrnFlv95+xxEfHMoF1TIAnUL9y9IA9A1L4Pw2x4c2st3+r3khpWRTyRLyvMenIW4oWYDH9G8WR4l5iGLzQNXfBcZu9pS/65cPTTiwiHAqflJB4mZf2X2Um75PkbRo8QTrF6JxPBtRZLxHnuffPg1pCSHQtf7YLY+iieoFqPmUe27EY7zTqB8hNDRtCLr+JJpWfUaSiWn8t6KmQDYy5VTYQBsOlidBu7vmPvkNeC8Fc1UjPoKQ2vkYlscx9KeQ1X6uBanoxmQ042mQ9X/WUrTD0C7DrT+BS38LWe26CtxY5cs4jMvRzHqKToVAio54tStw6Y9Tqr+PSXyNQ6xyGUHGOKzmHJD+TwM+afxOQwMN3TDvscce4/TTT69RBJ+RkQFAeno6119/Pf369eOiiy5i1arj34eCggJuu+02BgwYwIgRI/j444+r9rndbh544AHOOusszj77bF5++eXjl0BKnnvuOQYPHsyZZ57J448/jmE0PoTTIooFWyLDOnbkxQ0/AjC0o389vWOc3SEBTQhMKRmaEJiP/nHtcFoslHm9NRp0f+gR1YbYoGCySktqCIvG8HoMXvnnJ7jLPQhN0Pfs7oy4fABnDEvya92GvOxCli/4GYCwiCAunzKU8y45A4vVv8wGQHZ+xXhvaJCdh266iGCn/8LIomm0Dw/j4NECLurVnTbBdfTMfGBK9zNYnrYXgI4BFAsCTIofzIGyXFbmbifPU4zXNLBovl8XIQRnhUwg0T6AdcUfkO7eSplZwObSzxkY4vu02ghLEgODHyPdvYJ095cVQwSuD4ixDiDK0scnHxpBxFivwi46UGiso8jYiEEB+8ruJCloDhbRuFiSUmIR8URa78FtbsNlbsMtd1FkvAdAlPV+n4SfJA+rfhVSDkeSjSmzkDIbjzEPU6Zj0+9FiMa+O/kIMRBdT0JSCLIIKERShGE8j67fiRCNTF2VHhARoD8JuCtrBtyAC+QvINuD6NHYRQFcGPq/qdliVTwXcgdS9GvskiDIxq09isQOOCqyB5XPJU7fCgnJxKXdC4QgRTCSEODYo/N3LSL8Par+G7th3vbt23n22We5+OKLa9necccdnH322bzxxhusXbuWu+66iyVLlhAfH8+DDz5IUFAQa9euZdeuXUydOpXu3buTnJzM888/T0ZGBitXriQ3N5ebbrqJTp06MWbMGObNm8c333zD4sWLEUIwbdo03nzzTaZOndrgeSghUA+dwiNICAsjr6yMfm39q4g/RoTDwekxsWzLzmJIh4SAfNh0nbPi27P64IGAhYAQgqEJCSzctZOhHXz3sfC1rykpLGPCbRcwbGw/omIDK6xb+M736LrGuOuHMfqqM3EE0HgfIye/GF0TPHDDKNpFN6HQLzKctKMFXD2gb8A+kiKiGRzbgXVZ6XQK8T8jABWfzT1dLibDlc+O4gxyPcW0tfsvKmKsiYyL/Dtpri2sK/6AX0qX0DvofJw+jPMfI0TvSE/nLfRw3ECWZz1p7i/YXPosw0Jewqo1nvYVQuAQnXHYOhPLJExZTpGxiUJjLYdcL5Jgvw+tkWp6IQQ20R2b1h2oEDJSunHLPZWiYCt20bgw0UQCml7//5xv2YVIhD6m0eMadmIFUbsR8M+HQIrzmuYDMEX/Y8maJvhIAuH7zI7flN9BCFS/YR7AddddxwsvvEBmZiZxcXHs2rWLXr1q1zHt27eP3bt3M2/ePKxWK8OHD+ess85i6dKlXHPNNXz11VcsX74cu91O3759GTt2LJ9++inJycksWrSI5557jtDQUEJDQ7n22mtZuHAhY8aMYdGiRVx//fXExsYCMG3aNF544QUlBJrCsISOHCkpwernmPyJPnRNEObHmHwtHx07caCggA5NuLHSsIROrNq/n94xvi2+4ypz02dId6788/lNWrXxSMZR7E4bz869lfDI4ID9HCM7v4TbJgyjT9fAl1uGCiFwTrfOJEQG1pM/xnU9kvklN5NYZ+DnZtMsPNbjCv6y9R2y3EUBCYFjJNj70MHWm72u9ewt/4E+QRf57UMTFuJsQ4mzDaXczKFMZmHFvyLXCj8Owi1DCLdUjLtK6d9w0jGEsGEXvbFr/g/h1O+zBU5/U7RIAr1h3v79+ykvL+epp55i48aNxMXFcccdd3DeeeeRkpJC+/btcVQrQE9MTCQlJYUDBw5gsViqxMWxfStWrKCgoIDc3Fy6detWY9+8efMASElJqbUvNTW1YnZMA995JQQaYGilEGiqD38KBOvi7A4dOFiQ3yQf/du1Y2RiIrqPjbrdaaNn/85Nek+AmLgIrv3L+U32c4xzkrtw4aCm34Y6ITKc4d38L1Y8kYEx8Vyc0K3JDUukNZjHe1xJltv/uokTEUKju2NIwA1vdRxaNA6im+wH8GuNAYXCX/4/e+cdZkV1/vHPzNy+vS+wCyy7FOmgVFFRVEABGzZiiUaixorGqCQqMYmJCajRJCSW5KeikaAiCtioFkBAeluE3QV2Kdvb7VN+f1x2WWRld+aCtPN5nvs8e+/M+90zt8z5znvec+Z4DQ1YvWFebW0tAwcO5I477qBXr14sXbqUBx98kP/973/4fD7c7sMXMnO5XAQCAXw+32EGoek2vz8yTblpbMM2AL/ff1is2+1G13VCoRDOo1yMCiNwFPpkZOILR1f8kpOYaGraYXMkuz3c0KN147Q/hMtm42d9+0elYQVZPnZXXna/xB0AACAASURBVIZhMP4ic1X1P8R5uR1JcEf3uUDkyvKeHoOOQYsgNyadjp5j0+mC6HgFZxjHyQgMHTqU/Pz8o+7T9IZ5Y8eOBaBv3768/vrrjftcfPHFDBkyhCVLlpCTk9PYeTcQCATweDy43W6CwWCz2xo6+UAgQOzBqegN2yBiCprG+v1+bDbbUU0AiFkDR8Umy1Gl9CHSUSS7rS1h25STReNEEqkIPzZf2WNhAhpIdB47LUV03gKBNU7QrIEfumHe8uXLeeeddw7bNxgM4nQ6yc3NpaSkhFCTm8AVFhaSl5dHhw4dCIfDjbMLmm5LTEwkJSWFwsLCw7bl5kZmMOXm5h6xrVOnlqcSi7OOQCAQCAQWONoN8yRJ4tlnn2X16tVomsZHH33E+vXrGT16NLm5ueTl5fHCCy8QCoVYunQp33zzDaNGjSI2NpYRI0Ywbdo0/H4/GzZsYO7cuY2ZhnHjxvHSSy9RXV1NUVERM2bM4Iorrmjc9tprr7F//37Ky8v517/+1bjtaEjGaX63jbIy83OzBQKBQHB8SEtr/TomZjj7589HrfHty5NM7T9y5EiKi4txfG99l3fffZfc3FxmzZrFK6+8QmlpKTk5OTz++OMMHDgQgJKSEp588knWrVtHamoqjz32GBdeGJkdUl1dzVNPPcXy5cvxeDzce++9jB8/HogMBTzzzDN8/vnnSJLELbfcwl133QWApmm8+OKLvPfee4TDYcaOHcvjjz+O0kLBuzACAoFAIPjROG5GYOIxMAKvmDMCpwuiWFAgEAgEpzzS6X1Ne1wRRkAgEAgEpz7CB1hGFAsKBAKBQHAGIzICAoFAIDjlORH3GjhdEEZAIBAIBKc+wghYRhgBgUAgEJzyiIyAdYQREAgEAsGpjzAClhHFggKBQCAQnMGIjIBAIBAITnnE0IB1hBEQCAQCwamPMAKWEUZAIBAIBKc8IiNgHVEjIBAIBALBGYzICAgEAoHg1Efca8AywggIBAKB4JRHDA1YRwwNHAV/OIw3HIpKI6CqeEPRaQRVlfooNUKaRn0ohH4auWZdj+5YAmGVsKZZjjcMI+rP5XT6PASCE4pxDB5nKMIIHIUnli7irnlzo9KYtmIZ178/KyqN19atZeTbb0al8f62rVzy1hvUBoNR6XwfVbXekQLs3l1BRUW9pdi5q7dy+0uzqPb6LcW/vWY9F03/DyGLZuCPq7/k6vnvWIoF+NuOr7l99UxLsbqhs9W3zfL/BtAMFUMYEcFpgqRH/zhTEUZAYJnK8joevfP/WLuywFJ8OKzx1xc/5Q/PfGjp6n7NzhICIZUEj8vS/6/0+4l1OHAoiqX4RKeLmmAAVbd2Bom3OdlWV0pp0LwR+qp2GdP3vWLZDAR0HzMr/sxa70JL8QBBvY7NvtkYhvUzaEivQTW8luMFAkH0CCMgsEQoGOb5p+dQXVFPcmqsJY05H66huLiKG28cjCxLpmJVTWdd4V7Ozm2HJJmLbaDK5yfZ47YUC5Di8mAA1cGApfiBKe0BWFm523Ts4LhBpNlTmVn2HkHdfJbHIblwSh4W1b7DruAW0/EABcElrPXNYJX3VUtmwDAM1vt+y8r6B/Dr+y21wTDCVIT+g25YywpFNFRCer7l+IiGjmFEN0wkiBIxNGCZk8YIjBkzhj59+tCvXz/69evH5Zdf3ux+oVCIyZMnM3DgQIYOHcr06dN/5JYKDMPg1Rc+o/C7A9z5y9F06JRuWqOkpIrZs1czaGAuA87pZDo+v6QUXzBM/9x2pmMbqPT5SYrCCCS7IrEVAZ+l+C6xaSTaXays3GM61iHbuT51PJVqJR9XfmY6XpZkxiT9nCRbOh9WTqdKLTWt0c01hm6uMWwPfGrJDEiSRI7zRoJ6KSvr76VaNW9IvNoKysIvUugfj1dbYTo+ojGbA8FrqAw9iWaUW9II6h9TGbqMgDYHw7A21KTqX+APP4ymb7cUD2Do2zD0b6Mb8jH2gXHAevwJQjKif5ypnBRGIBAIUFBQwOLFi1m7di1r165l3rx5ze77/PPPs3fvXhYuXMjbb7/NrFmzmD9//o/c4jObee+uYtmSbVx90xAGDutiOl7XDV5+ZTEOh43bbjvPUhu+3VGCJEH/TtEZgZQoMwIAlQFrV6OyJDEgqT2rKndbKhrs4unMoLgBLK5Zyp5gsel4p+zhquT7MTCYXfkiQd3ccUiSxNkxP43KDKTaBzAg9kVkXHzrfZj9ocWm4mNt55HtehlQ2BO4m33BKWhGrSkNj3IpscpP8GofsC9wGbXh/5i+updJQSKGuvCjVIWuIKh9broz1o1iVP1zfOEx+MN3o+nrTcUDGPrL6OoEdHUcuvYWhmGh/kafDuqFoN4J+idwqmQ6DCP6xxnKSWEEtm/fTmpqKsnJyS3uO2fOHO68807i4uLo2LEjN910E7Nnz/4RWnlmU1leB8DalQXM/M+XDDi3M1feOMSUhs8XOaEsWrSFbdv28ZMJQ0lKirHUnjUFJeS1SSUhxlp9AECVP7qMQEpjRsB6WnpQcnuqwn6+qy+zFH9lyjhilRj+W/o/NEPDr5sbpki2ZTI26S4q1X3Mq3oFw9Cp06paHf9DZqBGbb0xiVU6Mij2JeKUzmz0/4GdgTcwDIMadVurOtMYZQA57pkk22+hRv2IAv811KmR2od69Wt04+hDJ7KUQJLjcTKd7+OQ+1CjTmV/8Er82lIMw8CvfYFmVB9Vw6EMJskxmzj7NCBMbfg+qkPXEtK+xjAMgtpSNP3o74lDmUCMYwkO5Reo+kp84WvxhX6Kqq/AMAxU/Ss0fetRNSTlaSRlCiBhaE+jh89DV5/A0DcDYOhfY+hfHVUD+acg3w7GFtAeBPV80H4feQ6grwH9o6NrnABERsA6P5oRUFWV2traIx719fVs2bIFm83G9ddfz+DBg7n99tvZuXPnERo1NTVUVFSQl5fX+FpOTg4FBdaK1X4IXzh82LSwgKpSY3IcOKxpVDXpIFRdp9JvrsMwDIMy36FCKk3XKfeZT0OXeg9pGByu2VrefmUpXy3awj+enUd2xzTufHiU6XH9D+Z8yzcrd/LW28vo1q0NF13U3XQ7vthcQFFpFduKyzjb4rDAjvIKqv0B/GGVZI/b0hTCsKY1Dg1UBnxsqjCfWgcYmJwNwDcVu5m5Z53p+BjFw9UpV1IcKmFx9VL+vf91NJOp6RxXT4bHX8/O4Dq+qpvNR1X/pF47esfXlObMwCrvq5SGW1/I6JCTODtmKpn2CykIvsEm/zMUBN+iJPxxq+JlyU26YxIdXG9gI4mS4C8pDjxMtfoe+4JPtcpQ2OU80hwvk+r4G6BTHvoF5aG78GkfUh68C72FokZJknEpl5PkmEus7Wl0o4ya8M+oCd9KUP+E6tAtaPrR60FkKRmn7UFiHUtwKA+jG9vwh2/BF74BVfsUX/gnqPrKo7QhFlm5Edk2B9k2E0keiaHPQVevRguPx9A/Q1cnomuv/fB7InUC5ZdgWwzKdJAGgD4T1KshfCUYH4P2CGi/PXWyBYKj8qMZgZUrVzJgwIAjHuPGjQOgV69eTJs2jSVLltCzZ08mTpxIIHB45+s/2JG63Yeu4lwu1xH7RYtdlrl5zvtsKy/ngLee6977H5rJqnabLHPPx/NYtbeEulCI6977n2kzIUkSTy5ZzKKiAnTD4CcfvMfumtafoBuYtmIZ72+LuPlfzJ/H+gPmxv+qKutZ9fV3/PMvH2OzKUx66gpcbofpdqxbt4vnnvuEQCDM7bedb9pIABSX13Dfyx+gGwaVdT4+WWO+yKuosppb//seAF8W7OKPC78wrbHyQAmPLVsAwNvbN/LXdctNa+z2VfHB3s3E25y8VrSSGbu+Na0B0D+2L13ceXxYOY98/3Z2BcwXH54dcwk93Oeyon4eJaHv2OAz95583wzsD29krfdNU+lxRXLQ0z2ZTs5b2R9eTLm6nO/8/ySgt37c3q30oKP7LVLtv8CrfUm9tpg67VPKw/9s9XG4lQvJdH5Igu0hgvoafNrHhIyNlIfuw2ghuxDRsOO2XUey8zNibI+h6t8R1Gajs5fq0M2oemErNOJw2u4kxrEYp+03GMY+wvpMoB5/+HbC2qctHock90W2/QnZ/gWS8jgYdRj6O4COof0ZQ/slxtGKLCUbyBeC7SWwfQHy5Mjr+sGpzPp/QZsAhvlhqeOCKBa0zI9mBIYOHUp+fv4Rj0WLFnHDDTfw17/+laysLFwuF5MmTaKmpoatWw9Pg7lckTRw044/EAjg8XiOaVvtikL31DQq/H7qQiEyYmJJdptLIUuSRP/MthzweglpGrIk0TEh0XRbBrRtR0ldJC1f6ffTOyPTtMbgdlnsqY2Mm+6prWFwuyxT8Us+2YimRcZ+fd4gM//zJaFg2JRGZaWXXbsqgEiNwLN/nse+feZNjd2mEAxHrngXbdxJ9+wM0xpd01Op9EVOgNtKyxmel2NaY3BmFrvrIu2vDPg5KynNtEa2O5GtdQeoVYMEdRW7bH4ao27ozCx/l+3+HY2vbbEwpXB74FsKgofGpNd7l6AZqimNOn0fVVpR4/MydRvFodWmNHQCqEYdMnYAVHxs8//VlKGQJDsepT826dBvpSL8MjVq83VHzWs48CiX4ZB7NL4W1L+hPPQQhtG6774kOXEr1+OQL2h8TecANaFbUPUjM57Na7ixyzdjV25o8mqIgPoAIa11a1hIUiKy8lNk2+M0XUzW0OeiqzdiGCWtEEkC5RawPQPEHXrd2ATqNaAvaVVbjidiaMA6J0WNwMyZM1m2bFnjc03TUFUVp9N52H6JiYmkpKRQWHjIURcWFpKbm3vM2zQsu33j3+c2+duURvvDNaxMc2vajsFZ2dhk8x9Z0/b3y2xDrKP1V/OaprNo/obG5xeO7sUdD1yKw2k31Yb1Gw5dpXbsmMrvf3cNbdqYN0Y25dDx3zCsD+3TzGu0S4hvfA9SYzwM7Wj+81VkmSs6dWt8flayeSMgSRKPdBmOU46cnK0YAVmSuT51PKOTLm18bavfvBHo6j6HUYm34ZHjAajXq9kRMDdUEa+0pb/nZjLtvRpfW+ebgW5iqEKR3GQ5xtLOcRkKEeNfpi7nQHiJqbbYpHSS7DcQowxFIvJZ7w/+Fp+21oSKgUe5ghjlKmxSBwAC+hIqw79udVGkgQ+Hcj5uZSJ2eSgSSeiUHcwMtDab5UWW8nAoD2GTr0SWegMeguqTBNW/t8okRfaRkJQnkZT7kOQbQLoYcKCr92PorXxfjHpQJoP8GMh3g3wjSOdGsgS6+dkrxxRRLGiZk+JeA6Wlpbzxxhu8+uqrJCUlMXXqVDp16kS3bt2O2HfcuHG89NJLvPjii1RXVzNjxgweeeSRY96moVnZyJKEbhiHdcZm6J/ZBo/Njk8NW9bonJxMuieGUp/XskZ6TAxdU1LIr6gwbWrWrNhJVUU9KelxTHxwJD37dbDUhnXrdgHQt297HnxgJG4LQwsQydYAtEuJ54bz+ljSkCWJLumprCney+Xdu1oyVwDjcrrx2uY1aIZhyQgAtHUn8LOcgfxj5zJLRgAihmJ08khS7Cn8t/R/7AkWU6vWEW+Lazm4CXmufrRL78yCmhls869knXcxXd3nmNJIsecxIv4p9oXXs9Y7gyqtkMLgUnJdF7VaI0bJppv7PnJdt1ES+pg9wQ/YFvgbybZ+OOTWGT+HnE2yPIFk+wR0w49XW4lX+4oDob/QzvksDjm7RQ2b3JZY+SrgKgA0o4ygvoagtgav9h6xtmtb1JClFFzKZaBcBkQ6ZJ39qPpWwvpqFCkHSTr6b0GSYrErlx72mmEYGJSjGwUYVCCR2oKGBNIFWFtxownywGgVBCchJ4URuOuuu6ivr+faa6/F6/UyYMAA/v73vyMfPEH369ePV155hXPOOYcHH3yQZ555htGjRyNJErfccgujR48+5m1KcLnolZ7OAa+X3KQkSxoORWFgu3as2ltCXwspfYj8gM/NzubD7fmmU/pNGZbdnvyKCtNmYsHcdVwwsic/mTgcT4yz5YBm0DSdjRuLueSSntz20/NQFOuJKLst0lneP2YYDrv1r+9Z6amsK9nH2O5dLWuke2I4t217vj2wl/ZxCZZ1JmT349P9+dil6BJ0A+POIcmWyKv7/49t/nwGxpnrxAHccixjk+6ii+scFtS8SUV4Lyn2tqY0JEmiraMvbey9KQp+zXeBz+jgPBebZO77Y5di6ei8lvaOqylTl1Ea/oos5xhTGhApJIyzXUCc7YKDHXGdaQ0ARUrDo4zEo4y0FA+R90ahDYrSxrJGg45EGrJkzYCejpzJqf1oOSmMgN1u5/HHH+fxxx9vdvvatYfSVi6Xi6effpqnn376uLfr3Kz2HPB6La9cB5G0vCxJjVeyVhiW3YGimmrindY64oZ2LCwsJCs+vtUx9XV+Lrv6HPoMMD+G3pSdBaVcddXZjLm8b1TvJUSGBi7uk0e/TuY6p+/TNT2NQe2zyIiztipiA1fnnoU3HEKO4rhsssKj3S7i7zu+jqotAJ3deUxqdx/f1q+JSqer+xyyHF0oC+8xbQQakCSZHNd5tHcORjWCpo1AA7KkkGG3tt7EkW2SUGj9b0BwCiGMgGVOCiNwsjKsfcQIRMPQrGzsFlPPDfRv04b9Xms35mmga0oqV3Y9cqjlaMTGuaM2AQAdO6TSpbO1jMj3SYnz8PORg6LW6ZaeiiOKzEQDgzKyKKm3doXZlN4Jbbg2q3fUOgCZjgwuTbw4ap0YJZ4YpUfLO7aAItlRJHM1JQKBWURGwDqScZrffqyszPpJ2jAMNMOwPIbcgKrrp43GicYwjKizCg06umGgHIP341i9r8fq2ASCk5m0NHO1K63lgsv/HLXG0nm/OgYtOfUQGYGjIEkStmNwYj4WncTJonGiOVYdpSRJKMdI61i9r8IECASCE4EwAgKBQCA49Tmtc9vHF2EEBAKBQHDKI2oErCOMgEAgEAhOfU7vcrfjyqk/aCwQCASCM54TtcTwmDFj6NOnD/369aNfv35cfvnljduWLVvGmDFj6Nu3LxMmTDhsVdwtW7Ywfvx4+vbtyxVXXMG6dYdW8iwuLubWW2+lX79+jBw5ksWLD92eu6amhnvuuYezzz6b4cOHM2vWrMZtoVCIyZMnM3DgQIYOHcr06dNbdQzCCAgEAoFAYIFAIEBBQQGLFy9m7dq1rF27lnnzIve0KC8v59577+Whhx5i5cqVDB06lHvvvTdyW+pgkLvuuourr76aVatWcfPNN3P33XfjPThd/YEHHqB3796sXLmSyZMn8/DDD7N3714AnnjiCTweD8uWLePFF19k6tSpjSbi+eefZ+/evSxcuJC3336bWbNmMX/+/BaPQxgBgUAgEJz6nIC7D27fvp3U1FSSk5OP2PbZZ59x1llncdFFF+FwOLj77rspLS1l48aNrFixAlmWmTBhAna7nfHjx5OamsrSpUvZuXMn27dv55577sFut3PBBRcwcOBA5s2bh9frZcGCBdx///04nU569+7NmDFj+OCDDwCYM2cOd955J3FxcXTs2JGbbrqJ2bNnt3gcwggIBAKB4JRHMoyoH82hqiq1tbVHPOrr69myZQs2m43rr7+ewYMHc/vtt7NzZ+TOkgUFBYfdEE9RFLKzsykoKGj2Znk5OTkUFBRQUFBAu3btGu+223Tbrl27sNlsZGdnH7GtpqaGiooK8vLyjtjWEqJYUCAQCASnPq27IaRpVq5cyW233XbE6+3atePnP/85vXr14pFHHiE1NZV//OMfTJw4kfnz5+P3+4mNPXwJc7fbjd/vx+fz4f7ere1dLheBQKDFbU0NQtNtfr+/8X98f1tLCCMgEAgEAsEPMHToUPLzf/iW0TfccEPj35MmTeKtt95i69atuN3uIzphv9+Px+MhEAgcsS0QCODxeJqNa7otGAw2u63BIAQCgUYD0rCtJcTQgEAgEAhOeY7X0MDRmDlzJsuWLWt8rmkaqqridDrp1KnTYbMENE1j9+7d5OXlHbENoLCwkLy8PHJzcykpKSEUCh2xrUOHDoTD4cbCwabbEhMTSUlJOUy3uSGI5hBGQCAQCASnPiegWLC0tJQ//OEP7Nu3j0AgwJ/+9Cc6depEt27duOSSS9i0aROfffYZoVCI6dOnk5mZSffu3RkyZAihUIg333yTcDjMu+++S3l5OcOGDSM3N5e8vDxeeOEFQqEQS5cu5ZtvvmHUqFHExsYyYsQIpk2bht/vZ8OGDcydO5exY8cCMG7cOF566SWqq6spKipixowZXHHFFS0eh7jpkEAgEAh+NI7XTYdGDH8mao2FSyab2j8cDjN16tTGiv4BAwYwZcoU2raN3Lp7xYoVPPPMM+zZs4ezzjqLP/zhD+TkRO7oum3bNqZMmUJ+fj4dOnRgypQp9O3bF4CSkhKefPJJ1q1bR2pqKo899hgXXnghANXV1Tz11FMsX74cj8fDvffey/jx44HIUMAzzzzD559/jiRJ3HLLLdx1110tHocwAgKBQCD40TheRuDiC6I3AguWmjMCpwtiaEAgEAgEgjMYMWtAIBAIBKc+p3dy+7gijIBAIBAITnmk47SOwJmAGBo4Cl/v2c2Cgp1Raazeu5d5322PSmNTaSnvb9sSlcZ3lRW8t3ULAVWNSudYYhgGmm7917uqoJjCskrr8cUlfP6d9c93e1UFs7ZvRrV4DHXhIEsOFFATannBjx9CM8TZTyAAIhmBaB9nKMIIHIXZ+Vt5fcP6qDQ+LdjB9G9XRaXxxe5dTFuxPCqNb/ftY+qKZcfUCMye8y2rVrW8fOUPsXrjbu6b8j/2HqixFD91/hfM+Hpdyzv+AB9t2cYrK1dbjl99oISp335NfTjU8s7NsKOugkfWfMK6qn2W4l8umc+zRTMtxQJUqzW8VToLr+azrFGv1VISLGx5x6MQ0v1RxQsEgugQRkBgiV27y5n5v29Ys26XZY33P11HKKySlhLb8s7fo9Lro7zOR5fMVMv/vy4YIs7ptBwf54jE1oaCLezZPF3j05CArTVlluKTbLF8W/cdhf79luJr1TpW1K5ibuUnluIB3q14hZnl06nXai3F12llzKx4lM2+hZbb4NWKqVY3WY4HCOkV6EZ0JtkQ2ZkTywlYR+B0QRgBgWkMw+Df//kCj8fBjdcPtqSxZcc+tu3cz7gRvbHbFNPx3+2rAIjSCASJczosx8cfNAJ1Fo2Ax2anQ0wi22pLLcWPShmAS7bzQdmylnduhvauLM6NH8RXNSvYEyi2pDEy8Vr8uo85lf9nqSP0yEkk2dryZd3/sStoLbuTH3iJb72PcCD8haV43VDZ5n+Irf77CekVljQMQ6UwcDfl4bcsGwLDMCgL/Zmg/sPL2bYGVd8WVXykLfVRa/zYnIiVBU8XhBEQmObLr7azLX8fN14/mPh4d8sBzTD703XEepxcMuwsS/Hb95cD0DkzxVI8HIuMQMREWDUCAN0S0thaU4aV5TzibG4uTu7PsurN7A9WWfr/Y1NG45HdzCybjW6hA2vjaM8lidewM7CF5XULTMcrko1LE+4nydaOz2teojxcZFqjp/sxYpVcNvh+x+7g+6bjZclGG8f11Gtb2ei7nTrNfHZBJ4AsudgXep6i4P2E9XLTGqpRQp06n92BCVSE/oZumB9yCmlfURW6kprQPai6tSEbVd9ETeg8/Opz6Ia1YbsTgqgRsIwwAgJT+HxBZrz9NTkd0xhxUXdLGrtKKlm9cTejh/fA7bJb0ti+v4y2ifHEuqx35JGMQBRGwB7d0ADAWfHpVIb8lAa8luLHpg5GQuLDcms1JDGKhytSLqMouJtv6qzVSwyIHU4XV28W1XxgqV7AIXu4PPERHJKb+dVTqdfMXZU75CTOifkLqbbB5Af+Qb7/n6avytPsl9HT8y9k7Gzx3cOB0GxT5kyRYungfIE2jl/i1dbwnf8GalVzGQq7nEV79/vEKpdQqb7CnsD1+LUNJjX647HdR0hfTlVoLHXh36Eb5gpqJSkOu3w+Qe1f1IZGEFD/fmpkCPRj8DhDEUZA0Co0LfIr+d+7K6mp8fOz289Hlq19fT74bB0Ou43LL+xpuT3b95fTpY31bIBuGNSHQsdoaMBasSBEMgIA22qt1QmkOhI4L6kXiyvXUR22drIeHD+ADs5s5pTPx6f50AzNVLwkSYxLvoUYJZ73Kl4joPsJ6UFTHWmsksJlib8kZPiZXz2VkO4jqHvRWjlur0hu+nimkOUYw+7Qu2z0/wHNCOHX96EZrStGjFG60DPmNeKV/hQGp1IQ+CO6ESSglxDWW864SJJEqv0G8txvYJNS2BV8iJLgn9CNACG9hJDe8vCLTUqmjfNPtHH8FY06ioO3UBb6C7rhJ6zvJ6BvbaENHmJs95Ds/ASXchUB7b9UBi/Fp76CYQTRjL2EtC+PqqFIHYix/5VY+2xs8tkEtBcPGoLXMIwAulFJSPuwxWMRnDoII9AMzU1pMzvNTTeMI06EZjUMw0CPUqO5GCsab771Nd/t2M8nn27kwuFn0Tkv07TGvMWbKN5fxRerdnDxuV1JiDM/rFBUVtVYKNjZYn2ALxzGFwqjG8YxKRasCwXxhcOW0vtd41MbCwYL6ystTQe8Mm0oIUNlXsVK5pevJKiHTcXLksx1aVfh1X18VPkJn1ctoTJsbqjBo8RydfLPqNEqmFf5FivqFlIcMjejJNXekUsS7qNSLeazmpfY5PucgsBKE8eh0M31AHnOn3EgvJQ13kcpDs1nZ+DNVmvYpQS6uafS1nEzZeo8Nvvupiw8n4Lgn1r9+brkPPLcr5Niu4FK9V12+G+mSp3LruCv0I3WTRWNtQ2ng+t94pWrqFZnsDswnlrtA/YG70PVD7QYr0jpxNl/R5JjNja5H151GpXB0QTUWdSE7yWkrWhRwyZ3J9b+L2Lt76BIZxHQ/kxtjEBZsgAAIABJREFU6GKC2lv41F8R1N5t1bH8WIgaAesoU6ZMmXKiG3E88fnMX635wmEeWfAZpV4vtaEg6w7sp1tqGgkH7/fcGjTD4OHPP+WA10uF38fOqipSPTFkxJqrkH980QKK62rYV19Puc+LJEl0SEg0pfG7L5dSUFVJcV0ttcEA9aEQXVJafzWtaTov/u0zlizdhstl55GHL8PpNJ/S/7/3lvP+J+sIhzXuueUCXE47NsWcF521ciNvfrWWSq+f7u0yqPUF6JiWZErjo635vLN+I7ura4hzOtl6oIyB2VmmNFbsK+bjou/YULYfv6qyaE8hYzp1NaVR7Kvhy9JdbKspo8hbxZzirdzcqZ8pDc3Qccp2igIHWFazhW9rtzMkoTuJdnPfs0RbArVqLV/XfkOBv5A2zkyynO1MaqQAEqu8S9gd3IEiKXR29zKpkYlbTmCj/xNKwlup1Urp7r4ISZJaFS9JEkm2XnjktuwJfUi1toFabStp9nNxyq37nkiSTILtHDxyLqXhj6jVVhPQd+OU0ohRWvcZS5KNONtQPHIPatRPqdO/RjUqUI1y4m0XtEpDlpzE2objlvtTry3Bqy3CwIdfW02c7TIkqeXfoCyl4lLGYZf6EjZWE9I/ATSC+qfY5XNQpLat0GiDQ7kSRR6AZmwhrEeyAaq+CElKwSab+4xjYqyb76Mx4+UlUWvc/PPhUWucioiMQDPEOhxohkFBdRVlPh+F1VW0T0gwpWGTZeKdTraUl+ENh1lRUkz3tDRTGpIkkRkby9r9kelh83d8R/82bUxpAHRISGR5SSQt+dF32zmnTcs//qYUFpbh94cJhVT8/hBTn/uY+nrzi+DsK62h3hdENwx+M+0jyivNp7KTYzzsOBAZQ57x9VpS42JMa/TMSOfLosi0x8U7C2mXEG9ao09aBrO2b8YANlWU0i7W/I1U2rrjeX/3ZsqCXop9tbgV8+ZKQuKfJfNYU7eDgB5Cx2BfyPwiSwurlrKqbi0GBioa2/3mF1oqCuSz2RdZM0NHY4vvW9PDDHVaOUXBNUhIgEG5WsTe8NHT4d/HMDSCRgU2KfLdMNDZ6n/eQjW/jEM6lHUqCr5IoBXp/abYpBQccvvG51Xqh1SGPzCl4ZBzcck9Gp8Hja3sD/3G1PHY5cE4lVFNXvFTG/o5YX2tSY0bgEPfU7/6WwLq/7Va47giigUtI4zADzAsu32zf5vh3CZxQ7OysVkYU2/6v/tntiHGbn5Mu6lG5+QU01mJzVtKGv/Oykpm0gMjiY1tfXYEwOcPUV0bGat12G38+p5RtMs0l9kASI49NJwwtHN7emRlmNbolJKM2xZZXduhKIzI62Raw22zc3H7Q3G9Us23Q5Yk7ukyqPF5qtNjSePerHH0iu3Y+Nq+oPkpcBclns+IpPMbn3/n32l6qKOjqysjEq/EJUWOw6fXUxAwtyJmnJLKwNjxpNg6NL623jvflIYkKWTaL6SN/RIUIt+XGm0rxaF5JtvSi3THWFxSNgA6fnb4f4thYr0Bh9yWJNtYYuVBQGSa7N7Qn/FrrTc3Ek5ilUuJU8ahEMlqeLWFVIRfav3BEMYu9cRjuxe7fB4S8Rj4qAlNJKxvbJWCYahIUiYu5ZfY5SuQpS6AQkD7IwH1XybacpwQxYKWEUbgBzgWRmBIVjbKwZTmuRY1+mZkEmO3R6WRm5RE5sHO/9zsbNPxDUbgrG5tmfLEVSQlmb8K31camYYkSxIP3zGCrp3Md5wAybGRTkYCbr/gHEsaNlmme0Y6AOfldLBcJ3B5k6GAPmnmayYABqVmc05yJAWfYsEIANhlG490uI4Orsh7ui9oPiMgSRKXJV/K9WlXIyFRpVZTrpo3FF3dfZmYOZm2jkhHvtHX+jH+BtLsOVyT/DRDYidgw8mu0Fqq1L2mNFxyOl3dd3Fe/NvkOW/HISWxI/AqQb31741dTqKt4yf0ifkv3d1/I8V2CV59ByWhN1qtoUjxJNuvIMf9d87yfExbx2N45J7sDj6G2sqpeYoUR5ztEjKdvyPHvYhs55sk236OT1tGrdq6oj1JcuNQziPGdi+JjldIca4gyTGfWPuvCWkL0I2WF4SSJBt2eTAu20+Jsf+ZeMdHJDjWEmt/H0lKQTOsLy4mOLGcFEbgjjvuoF+/fo2PPn360LVrV9asWXPEvpWVlXTt2vWw/Z988slj3qas+Hg6JiQS53DQO8PaST7e6aR3RgaKJDG4nbkx6AbsisKgg7HD2lszApIkNZoZs6ZGVTW25e9lwDk5TH5srOXxvb0HjcCdE4YxsE9HSxoAyTGRK7yLe3YmJy3Zsk6vzEineVnXLpY1+qRmkBUbT4LDSfs4c0NHDUiSxD1dI4syWTUCADGKi9/kTCDVnmApI9DAeQlDuD3zJmwofOezdh+GJFsqP03/JQNjLyTfv4GQbn4YSZYU+sZczvWpfyLb0ZsNvo8ttcUuxZHjmsCwuLfo7P45xaGPTGtIkkS8rR+d3VPoH/sBNimhVbMIvo9NSibFPp5O7pfp5HqVsGF+ISlJknEpvUlx3EN790xilPMsFalKkoxN7oRLuYoY+yRkyfzwWETHiU3ugVMZjyJ1aDngOCKKBa1zUtx98NVXXz3s+aOPPoqqqvTv3/+Ifbdu3Urnzp2ZO3fucW/XsOz2HPB5LaX0m2ookkysw/o0tWHZ7dlVU00bC+PQTTUWFxVyVqq5OoWdBaUMHdKZiT8bjmKysK8pe0truO7y/lx6nrW1BxpIivFgV2R+et6R3w0z9MrMIDXGwzlZ5uolmiJJEpfndGFLZWmri9mao2diBsMzcqIyAgDJ9jieyJnAX3bNikqnX2xvPG09rK1fz1AGtRzQDDbJzqik62nvzKMouJ0u7t6WdOKVdC5P/BWFwdVoRhilFQVyzaFIDrIcl2MYOoZhWP687FICmY5rLMUepiOnYcfcb7E5FMlcoexpzRnckUfLSWEEmrJgwQJWrFjBvHnNj+dt2bKFbt26/ShtOTe7PQe80S2kcW52e2QpusTLkKxsdtdGt8JXv8w2XJyTi2zyBJiWGsedEy+MqqMDOCs3k15drXe6DcQ47Ywf2IvMROumCKBHRjqju3ZGicLkAVyW0wV7lBoAv+gyiM3V1pYabkqWK427s8YQ0lUcsvWfd1dPHhmO6Duq7p6zLa1Y2BRJkujkGhB1WyJaJ0USVHA8EEbAMpJhJa9kAVVV8fmOvMuZLMvEHhy/VlWVkSNH8vDDD3PZZZc1q/PQQw9RXFxMbW0t9fX1nH/++Tz22GPExzef2iorq7PeZl0noKpRXc0D1AQDJDjNFdedrBonA4GwissevYeNdmXBRp1QsHFNgWgIaGFcFmYOCASnEmlp0Zn4H2JU799ErfHJht8fg5acevxoGYGVK1dy2223HfF6u3btWLRoEQDz58/H6XQyatSoI/ZrIDY2lkGDBnHHHXcQDod59NFHeeqpp3j++eePeZttcnQp/QaORed7smicDBwLEwAcExMAHBMTAAgTIBBEg8gIWOZHMwJDhw4lP//od9V6//33ue666466dO3TTz992PNJkybxk5/8BF3XLS95KxAIBIJTnDN4+l+0nDQ9Z319PatWrWL06NE/uI+u60ybNo3i4kOLegSDQex2uzABAoFAcAYjZg1Y56TpPTdt2kR6ejoZGT88v1yWZdatW8dzzz2Hz+ejrKyM5557jquuuupHbKlAIBAITjrEyoKWOWmMQElJCWk/sARvv379WL06covUqVOnEgwGGT58OGPGjKFLly488sgjP2ZTBQKBQCA4bfjRZg2cKKKZNSAQCASCY8vxmjUwuutjUWt8nP+nY9CSU4+Tbh0BgUAgEAhMc3pf0x5XhBEQCAQCwamPMAKWEUZAIBAIBKc+wghY5qQpFhQIBAKBQPDjIzICAoFAIDj10UVGwCrCCAgEAoHg1CfKm1udyQgjIBAIBIJTH1EjYBlRIyAQCAQCwRmMyAgIBAKB4NRH1AhYRmQEBAKBQHDqcwLuNXDHHXfQr1+/xkefPn3o2rUra9asASJ3y+3Zs+dh++zduxeA4uJibr31Vvr168fIkSNZvHhxo25NTQ333HMPZ599NsOHD2fWrFmN20KhEJMnT2bgwIEMHTqU6dOnN3kLDKZNm8bgwYMZMGAAv//979E0rcXjEBkBgUAgEJz6nIAagVdfffWw548++iiqqtK/f38AtmzZwtSpUxk1atQRsQ888ABDhw7l1VdfZdmyZUyaNIm5c+fStm1bnnjiCTweD8uWLSM/P5+JEyfSuXNn+vbty/PPP8/evXtZuHAhFRUV3H777XTo0IHLLruMt956iyVLlvDhhx8iSRJ33nkn//73v5k4ceJRj0NkBI7Ch9u38dbGDVFpfF6wk1fWfhuVxtd7dvPiyhVRaazZv4+/rlyBLxyOSqcpmh5dlW5FtZdA0Hp7/rtiPZuK91uOn7dtO/9db/3z3Vh2gBe+XY43HLIUXxsO8FbBOrbXlluKNwyDkkClpdimGrqothacDpzguw8uWLCAFStW8Nvf/hYAXdfJz8/nrLPOOmLfnTt3sn37du655x7sdjsXXHABAwcOZN68eXi9XhYsWMD999+P0+mkd+/ejBkzhg8++ACAOXPmcOeddxIXF0fHjh256aabmD17duO2W2+9lfT0dNLS0rjzzjsbtx0NYQSOwhe7d/HJzh1RaazcW8Kc/G1Raaw/cICZWzZHpbG9ooJ3Nm8i1Io0UWuoqfVz36/eZuWaQssar76/nHv/OMuSofAGQ7yydBVrdu21/P8X7Szgs+07LccX1FTx3/xNVAcDluJ1A17Yuoxlpbstxb97YAV3bX6ZipC1G2v5tQB/3PUKn1UusxQPUBo6wLvl/0MzrH+vqtUyDoStvQcCwfFGVVVqa2uPeNTX1x+2zx//+EceffRRYmNjASgqKiIQCPDss88yePBgrrzyysb0f0FBAe3atcPlcjVq5OTkUFBQwK5du7DZbGRnZx+xraamhoqKCvLy8o7Y1qD7/W2FhYW0dG9BYQQElpg9bw1lFXVkpsdbiq+s8bFiQyGDenVEkc1/DQvLqgDISUu29P8BvKEQMQ675fhYhwOA+pC1jECiw0Wq08OOugpL8UMSu6Bj8Gn5ekvxLtmJIinMrViKX7NmZkpCJayoW8YXNUssxRuGwezKf/Be5d/w6/UtBzRDlbqTpbVPENKt32nUq+1hb+hTy/EAAX0/Qb0sKg3NqG/xpC34AXQ9+kczrFy5kgEDBhzxGDduXOM+8+fPx+l0HjYEUFtby8CBA7njjjv48ssvuffee3nwwQfJz8/H5/PhdrsP+z8ul4tAIIDP5zvMIDTd5vf7AQ6LbdgG4Pf7D4t1u93ouk6ohXOUMAIC05RV1PHJwk2cP7QL7bNSLGl8tnwbmm4w6twj02atobA8khLvlJZkKR4iHXis02E5PsZ+0AhYHBoAyItLYadFI5DlSqFPXAc+KV+HZiG9L0kS49MvpV7z8UnlV5ba0DemH2e5e/Bp9SeUhc13gpIkMTLxZrxaDR9VvYph4TgCeiVl6maW1lk3A0XBmWz2/4WdgTcsdcSGYfCd/7ds8N1BrbbRUhsMQ6XA/xCFgUdQjWqLGgaV4ecI6d9Zim/Ap85BN6wZsxPGcRoaGDp0KPn5+Uc8Fi1a1LjP+++/z3XXXYfc5KKmb9++vP766/Tv3x+73c7FF1/MkCFDWLJkCW63u7HzbiAQCODxeHC73QSDwWa3NXTyTWMbtkHEFDSN9fv92Gw2nE7nUd86YQQEppn1wWow4PorB1iK1zSdz5ZtpVfntmRnWuvIC8qqcNlttEm0lpGAhoyAdSMQewyMQG5cMkX11ai6tdT65Wn9qQjX8U21tRN/rjub/rFn8Wnl19Sq5k/8kiRxTeq1KMjMKn/HUr1BW0cnLoq/jsLgJpbXzzcd38YxgKGxj1Oj7bZsBs5yP0CmfQQFwTfY6n8e3eRQhyRJdHI9jIyTzb77ORD6yHQbQCbBdj612tfk+26iXltnWkE1SqhX32Nv8Dqqwi+iG+YzPWG9gOrw45QGRuNTZ1syZyeEE1QjUF9fz6pVqxg9evRhry9fvpx33nnnsNeCwSBOp5Pc3FxKSkoOu1IvLCwkLy+PDh06EA6HG2cXNN2WmJhISkoKhYWFh23Lzc0FIDc394htnTp1avEYhBEQmKJ4bxVLvsrnkgt7kJ5mrRNetXk35dVeRg/rbrkdhWWVdExNQpYkyxr1oXBjet8KDUbAa3FoAKBzfAqqoVPktXYFOCixM8n2WOaXrbHchmvSLyGoh/mofKml+ERbImOSx1EQ2Mk3dcstafSPuYhurnP4sm4ORcEtpuPbRmkGZMlOT/ejdHBcR0l4Put9U9BMdqIxSh69PS8Tr/RmZ/DPFASeQzfUVsdLkky64yY6u19BQmGH/24OhP5jqiO2y1m0c31IjHIpNeor7A1eg18zV2hslzuR6vwvitSG6vCvKQ/eSEiPrmj6R0E3on9YYNOmTaSnp5ORkXHY65Ik8eyzz7J69Wo0TeOjjz5i/fr1jB49mtzcXPLy8njhhRcIhUIsXbqUb775hlGjRhEbG8uIESOYNm0afr+fDRs2MHfuXMaOHQvAuHHjeOmll6iurqaoqIgZM2ZwxRVXNG577bXX2L9/P+Xl5fzrX/9q3HY0hBEQtIqGdOk776/E4VC4Zmx/y1off7WFpHg3g3t3tNyWwrKqqIYFNF3HHw5HlxFwHJuhAYCdtdaq/22SwqjUvqytK7I8g6CdM4OhCX1ZXP0N5eEqDMMwnR4fFDeETq5c5lZ+SLVajW7opgoIJUliVOJPSbZl8FHVK9RpVWiGStho/XvbnBkI6rWEWll7IEkyXdw/p6vrF5SrK/jW+wghvYaQXkOglWP/djmR7u5ptLFfy/7wbLb4HySkV6Eadfi0olZpxCg96eKZQYJyAftC09kZuJ+wXo5m+PFqLXfIipRCmuNZMhz/BDQOhCZSFpqMZlSiG1582qIWNRxyH1Kd75Bo/x2aUUJ58AaqQr9GM8oxDA2v+l6rjuVMoKSkhLS0tCNeHzx4MJMnT2by5MmcffbZ/Pvf/+af//xno2F46aWXyM/PZ8iQITzzzDM899xztGnTBoDf/e53qKrKBRdcwP33388jjzxCnz59AHjwwQfp2LEjo0ePZsKECVx33XWN2YgJEyZw0UUXMX78eC6//HL69+/Pbbfd1uIxiHUEmkE3jCOuNJt7rSWN7+9tVqO5k7FZjYaYaDVmzl5Fv97tWbG6gGvGnk1igsdUPMDCb7bTpUMaa7cVc/3I/tgU8z50b3UtdkWhLhC0XCgYVFWCB2dPHIuMQH04REBVcSoKksn3tWNsEooksaOugj7+TFKcHuyyYkpjZGpf3tn3NR+XraVbbDv6xnUk1uZqObAJV6aO4JvaDXxQtogung508XQk05Ha6nhZkrk29XqmlfyF98pn0cPTgzR7OrnuvJaDD+KUXVyZdDdvlP+BOVX/ood7MA7JSQ/PkFZrNJiBZfV/ZGndE2Q7ziNs1NPLc2urNdo7r8YhJbPJ/yyrvA/Q1j6SWu07+sQ82ap4SbKR47qfGCWPnYFpbPBNJNN+JRXqUnp5piNLLZ92bVIcHV1/pEJ9j5LgC+T7byLNfiPl4Vl09czAJiW2qOFWzqWtPJtq9Z/Uqq/j174kznYjtep/yHT+G6fcq4XjkPHYrsGlXEJdeDpe7S0C2ufE2G6hXp2OLMXgVo6cH3+iOFFDGNdccw3XXHNNs9uuvfZarr322ma3tWvXjtdee63ZbYmJifz1r39tdpvL5eLpp5/m6aefPmKboihMmjSJSZMmtbL1B+OmTJkyxVTEKYbPZ/5qrT4UYvLihRzw1lMXDLG5rJS85GQSXa0/uaq6zq8Wfs4Br5cKv5/dtTUkudxkHJxa0lp+vXghJXV17K2rozoYQDcMOiS0fBJoyu+/+oKi6mp219bgV8PUBAJ0SWl9kZ9hGEz7+2cs/Tofl9POQ7+4BIfdvId87f1lzF60gWBY5WdXDcFmk3E6zOm8tXwds1ZupKzOS7c2aVT7/KYNwZwt2/hgy1YKK6tIcLnYWlrGgKx2pjS+2VfMp7t2sL7sAGFdY9GeQi7r1MWURrG3hiX7C9lWW8YeXy3v797MTZ36mjITqqHh04MUBypZUf0dX1VtZXhyDxLs5oxajOKmTvWytHo1m707yHFlkeXKaDnwMI0YFBSW1X3F9kA+HsVDF3dXkxrxxCtJfOtdSEFwE0HdT0/PUFMacUo7EpVO7AjO44C6lkp1JznOEdil1r8nsUpHEm092RuaT7m2Eq++iwSlGx6l9d+TGKUzibYBVKgLqNS+JGyUI6GQYOvXqnhJkvAo3UlQhlGrfkm1tgAdLwG9gETbpa36nkiSHbcyBI9yIQF9LT59HqDi0xbjUS5BkVoe3pMkJy5lGC7lEsLGdvxaZF56QFuIXe6NTW7fquNpICbm6IVrVpnxpw/BIKrHTY+Oa0b59EcMDTRDnNNJQFXZWVVFqc/LtooK2scnmNKwKwpum41NZaXUh0J8sWsX3ZtJHx0NSZJI9XhYvW8vBvBB/jb6Z7YxpQGQFRfPV3si87Tf37aV/m3MaZSV11HvDeIPhKn3BvnNH2ZTU+sz3Y7KWh/VdX4MA578+zx8fvMmLT0+li17SwF4c9laUmJjTGv0zEhn4Y7IvNsFO3aaNmcAvdMy+O+2jeiGwfqyA2R4zLejrSeed3dvojTgZbe3GrdiN51RUJB5o2Qpq2t34tODhA2NirD5YrnZZQtYWPUNBgYhI0xRoMS0xhbfZr6ojdQZqIbKNt9W0xoV6n7WeJcAYKCzK7SNGtXcrArNCFEaXo9CZGqoTojN/v+a0jAMg3qtCKWJedgWeAnNCB4l6khUowZbk862OPQ69Vq+KQ2QsMvpjc9qta8pC79tSkGR2uCUD83Q0ankQOhuNKOm1Ro2qQNOeQCHug2VqtD9hCwUNR4XTvCCQqcywgj8AMOy2x/2t9kTNMCw9oc0hmRlYbMwX75pO/plZloa027ajrykZNrExpmKL9h1aOW79LQ4fv3QGBLizQ8NVNZEzIMsS/zqtovJTDVfbJgRf6jT7t+hLb2zM01r5KYk47ZHOgmbLDMir+Wq2u/jttm5MDun8XmfNPPtkCWJiZ0PzbzIdJs3JJIkcV+H0XT2HPr/VWHz1f9Xpo5gRNLgxue7AuYXauru6cG45CuxHUx97w/vo0qtMqWRYsvkkoQbSVQaTLPBJr+5BY8UyUFX91VkO8+j4RRXGFxArban1RqSJNHGMYIsx1jsB9Pwfn0fRcF3Wog8nHilL23s44mRI9kiA43vAr9HN2EonHJ7Uu3XkqAMRzo4mrs39PdW1Qs0IOPGo4wk3nY7DqkbAKpRRGnoAQwTdRhOZQhxtkk45QuQiMPAT0XoLsK6WXMjOJkQRuAH+L4RsMKQdtmNY/FWNfpmtsFjs0elkZeUTEZM5Ir13CarVbWWgqJIoVRaShy/ffQKUlPMd1j+YBj/weWEb79yMH26mkvFN5Aef+jK+6fDrBUs2mSZXhmRK6wh7bNJMDHk05TROZ0b/+6bbt4IAAzPyKFLfGQsPtNtzqA14JTt/Cb3GhJtkfemwoIRkCSJCRmXNZqBXYG9lubT94vtz12Z9xAjR74jW33mZwC0ceTw07Sn6OGO1AZs9H1tevzXLadwTsy9jEz4G+3sQwCdjb43TWnYpTg6uX7CeXEz6Oa6D5eUQWHwHbxacas1FMlNhmMsvT2v0svzL9Jsownqe9kdfLXl4IPIkpNE24XkuP9Mj5iPyXI+Tozci6LAE6itvKKPDBEMJNk+ibauWWS7FpNqfwablEll+PlWvb+SZMch9yHO/jNSnNPJdC0jzfkucfZ78Kqz0C2ufXDMOE4LCp0JCCPwA2QnJNA+PoEYu50+GebGShtIcLnolZ6OIkkMapdlScOhKAxqF+k0z7VoBCRJaowdlt3BdHxBURmpybFMeWwcaanWOquqg9mAEYO6MPaCnpY0IDI0AHB2x3b0zLLW+QL0bhOJHdW1cwt7/jBnp7chzR1DistNVqy1qZSSJPHzg1mBDAsZgQZSHfH8OvdqbJJsKSPQ0JabMsZwUeJAfHqAsrC1WQgdXTnc33YSGfZMS0YAIoWDY5J+xpjEO/Dr9ewJbbekE69kMTTucS6K/zMho47ysPnhCkVyke28gnPjXqeH+5cUh+aaNkmSJBGndKezezJnx87GKWcQ1EtNt8UmJZBqv4rOnpfJc08npJsfwgFQpFRibWNJc/yJZPsjRAbJzSFJCna5O7G2m0l0/Aa5FQWMxxUxNGAZMWvgKJyb3Z5Sbz12xVwVd1OGZbdHkWTiW1jZqaV2FNVU0y7O+uI5w7Lbs7io0HSdgmEY1NT5mfLYODIsrhsAUFnjpUuHdO6+bpilYZYG4l1OXHYbt55rffoiQO/MDOKcToa0N58haUCRZUZ1zKWkvi6qYzo/oyNd41PJdFkzWQ10j83i7uyRrK2zfv8HSZK4KXMsGjpFgb2kO6ytHJliT+Hetg8ws+xtwnoYu2xtKecensG0dXSiKLiZ9s5uljQAUmzdGB73DH7D2iqOALJko41jBJnGRUQ6TmufuV2Kp41jvOV2NOCU2wJto9aRpNPjetA4g6/oo0UYgaMwrH3ECESlcdAIRMOQrGz21La+qKc5+me2YUROJ9PTBgNBlYfuvoTMdHPFkkcgSTx+h7XZBofLSFzepxs9s6xlaRrokZHOqC55OKIweRAZHlh9wPqNjyByTBO7DMCjWL/vQQOj0vriVqxPiYTIVMBbM6+gOHggKh237Obm9J+imlhUpzmSbOlNagasI0kSHqn1UyKPpmPVBAiOI2fwFX20SMZpfoeLsjLrNyJRDy46ExfF1bxhGNQEg6Z0q/ZnAAAKQUlEQVSmHjZHdSBwUmicDPiCITxR3COggZpAwHJ9wGE6wQAJzuh0DMPAr6mN9SACwelKWlp0ma8fYmTMLVFrfOp94xi05NRDZASOgk2WozIBELl6OBad78micTJwLEwAcExMABC1CYCDV6vCBAgE1rG4RLBAGAGBQCAQnA6cKjdHOgkRRkAgEAgEpzyGyAhYRhgBgUAgEJz6iIyAZU6PeSMCgUAgEAgsITICAsH/t3fvIU29cRjAn00zJ1pUWkGZpd1Wai7D7IayiNQMqSxrRWHQMqKi6EIEYRcrIS28pGRBNwPTpOhiWBb9Yxcqr6kVakVUlEnrtrlNz++PYLSm1S/ajvM8HxA8X9/j++zwOr+es3mIyOnx0sDfYyNARETOj5cG/lqP/z8CRERE1DW+RoCIiEjC2AgQERFJGBsBIiIiCWMjQEREJGGSbgT27t2L1NRUq1p5eTliY2MREhICjUaD5ua/v6Wrs4qNjcWECROgUqmgUqkwZ84csSM5XF1dHeLj4xESEoK4uDhUVlaKHUlUx48fR2BgoGVNqFQqPHjwQOxYoqiursb06dMt2zqdDmvXrkVoaCgiIyNRWFgoYjrH+/l41NTUQKlUWq2V3NxcERPSbwkS1NraKmzbtk0YPXq0cODAAUv9/fv3gkqlEsrKyoS2tjYhMzNTiImJETo6OkRM61h6vV5QKpXChw8fxI4iGoPBIMyYMUPIz88XjEajUFhYKISHhwtfvnwRO5poNm3aJBw7dkzsGKLq6OgQCgsLhdDQUCEsLMxSX7dunbB582bBYDAIVVVVQlhYmFBRUSFiUsfo6ngUFBQIWq1WxGT0f0nyjIBGo4GLiwtmz55tVS8tLYVSqYRarYabmxvWrFmDd+/eoaamRqSkjvf06VN4e3ujf//+YkcRzd27dyGXy6HRaNCrVy/Ex8fD29sbt2/fFjuaaOrr66FUKsWOIarc3FycOnUKSUlJltrXr19x48YNrF+/Hr1790ZwcDBiY2Nx4cIFEZM6RmfHA/h+Nm3s2LEipaK/0SMbAbPZjE+fPtl8fPnyBQBw4sQJpKSkwMPDw2q/pqYmBAQEWLZdXFzg6+uLpqYmh+a3t18dn7q6Ori6uiIhIQHh4eFYuXIlGhsbxY7sUM3NzVbrAABGjBjR49bBn9Lr9WhubsapU6cwbdo0REdHo6ioSOxYDrdgwQJcvHgRQUFBltqLFy/g6uoKX19fS00qa6Wz4wF8bxofPXoEtVqNyMhIpKamwmg0ipSS/kSP/M+C9+/fR2Jiok19yJAhuHnzJgYNGtTpfnq9Hp6enlY1hUIBvV5vl5xi+dXx0Wq1CAoKwpYtW+Dt7Y0jR45g1apVuHr1Ktzd3UVI63jfvn2DQqGwqrm7u8NgMIiUSFwtLS0IDQ3FkiVLkJGRgerqaiQlJcHHxwcRERFix3OYgQMH2tS+fftm83MhlbXS2fEAgH79+mHy5MlISEjAhw8fsGHDBmRkZGDz5s0OTkh/qkc2AlOnTsWTJ0/+934KhcLmB1iv19ucOXB2vzs+ixcvtny+ceNG5Ofno76+HiqVyhHxRNfZOjAYDD1uHfwpX19fnDlzxrI9adIkxMXFoaysTFKNQGcUCgXa2tqsalJeKwCsXhjo4eGB1atXIz09nY1AN9YjLw38LX9/f6t3CbS3t+Ply5cYOXKkiKkcq6CgAOXl5Zbt9vZ2mM1m9O7dW8RUjvXzOgC+Xy6Q0jr40ePHj3H06FGrWltbG9zc3ERK1H34+fnBZDLh9evXlpqU14pOp0NqaqrlMizwfa1I6fnDGbER+MGsWbNQW1uL0tJSGI1G5OTkYPDgwRg3bpzY0Rzm3bt3SElJwZs3b2AwGHDgwAH4+/tL6sU/U6ZMgdFoxOnTp2EymVBUVISWlhart0hJiYeHB7KysnDt2jV0dHTgzp07uHLlCubNmyd2NNF5enpi5syZSEtLg16vR3V1NS5fvoy5c+eKHU0UXl5euH79OrKysmAymfDixQvk5uZi/vz5YkejX2Aj8AMfHx8cOXIEWVlZmDx5MsrLy5GZmQmZTCZ2NIdJSkrC9OnTsXDhQkyZMgUvX75EdnY25HLpLBU3Nzfk5eXhypUrCAsLw5kzZ5CTkyPZ070jRozA4cOHkZ2djYkTJyI5ORn79+/H+PHjxY7WLezZswdmsxkRERFYv349tmzZggkTJogdSxRyuRy5ubloaGhAeHg4NBoNoqKisGLFCrGj0S/w7oNEREQSJp0/84iIiMgGGwEiIiIJYyNAREQkYWwEiIiIJIyNABERkYSxESAiIpIwNgJE3cSDBw+wbNkyu33/Z8+eYcGCBTCbzXabg4icDxsBom6gra0NO3bswNatW+02x6hRo6BUKpGXl2e3OYjI+bARIOoGiouLMWDAAAQHB9t1nsTEROTl5eHz5892nYeInAcbAaJ/rKSkBGPGjMHt27cBAIIgIDExEfPmzevyvuwnTpxAdHS0Zbu4uBhRUVEoKCiAWq1GYGAgNBoNGhsbLWPGjBmDwsJCLF68GEFBQYiJiUFlZSXOnj2LiIgITJw4EZs2bbKaMyAgAEOGDMG5c+fs9OiJyNmwESD6x6KjoxEbG4vk5GR8/foVp0+fRkVFBQ4ePNjpHfuamprw/PlzREZGWtVfvXqFS5cuISMjA+fOnYNOp8OePXusxqSnp0Or1eLixYvw9PSEVqtFWVkZ8vLysH//fpSWlqKoqMhqn4iICNy8efOfP24ick5sBIjsYOfOnTCbzdixYwfS0tKwfft2BAQEdDq2uroaCoUCQ4cOtaqbTCbs2rULgYGBGDduHBYtWoTKykqrMYsWLYJarYa/vz/i4uKg0+mQnJyM0aNHY/bs2VAqlXj27JnVPqNGjUJVVdW/fcBE5LTYCBDZQd++fbF7926UlJRg0qRJSEhI6HJsS0sL+vbta3OXS5lMBj8/P8u2l5cXTCaT1Zhhw4ZZPlcoFJDL5VYNhbu7u83liP79+8NkMkGn0/3VYyOinoWNAJGdPH78GC4uLqivr0dra2uX42QyGdrb223qcrkcrq6uVrWfbxb689dlMtlvb5vd0dFh+f5ERHwmILKD2tpa5OTk4ODBg/D29sbOnTu7HOvj44OPHz/a/JK3l9bWVigUCnh5eTlkPiLq3tgIEP1jRqMR27Ztg1qtRkxMDPbu3YuysjJcuHCh0/HBwcEwmUw21/Ltpa6uzu5vUyQi58FGgOgfO3ToEN6/f285CxAcHIzly5cjJSUFb9++tRk/fPhw+Pv74969ew7Jd+/ePcycOdMhcxFR9ycTHHU+koi6lJ+fj/Pnz6O4uNiu8zQ0NGDp0qW4desW+vTpY9e5iMg58IwAUTewcOFC6HQ6PHz40K7znDx5EomJiWwCiMiCjQBRN+Dm5oZ9+/YhLS3NbnM8ffoUDQ0N0Gq1dpuDiJwPLw0QERFJGM8IEBERSRgbASIiIgljI0BERCRhbASIiIgkjI0AERGRhLERICIikrD/ABAc2sTHlpsQAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector(color_field=field.x, colorbar=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Turn off colorbar" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector(color_field=field.x, colorbar=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add colorbar label" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector(color_field=field.x, colorbar_label='something')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Colormap" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector(color_field=field.x, colorbar_label='something', cmap='plasma')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Colormap limit" ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector(color_field=field.x, colorbar_label='something', clim=(0, 1e6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Multiplier" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector(color_field=field.x, colorbar_label='something', multiplier=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Figsize" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector(figsize=(5, 3))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Saving plot" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector(figsize=(5, 3), filename='vector.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Quiver argument" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z', n=(20, 10)).mpl_vector(headwidth=8)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Scale" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.curl.plane('z', n=(20, 10)).mpl_vector(scale=5e15)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `mpl`\n", "\n", "Not sliced -> error" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [], "source": [ "#field.mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Default behaviour" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('x').mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Changing figsize to fit colorbar" ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('x').mpl(figsize=(10, 6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Change scalar field" ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('x').mpl(figsize=(10, 6), scalar_field=field.y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Turn off colorbar" ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [ { "data": { "image/png": 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6TTLfXckp5ddR7J3Mzu7lvNv4N8KJ9NaC21X3gbbOKv841QWn0tSzkVV7HieWTH9uXVX6jaIwZzIzx3+CUF8Ta7b+haQ28mhtKCRJRpZVFNXBtFmfRhg6Nev/imFktn56f8ereNJp2FwBat//t2nL+Oy+HNzFVfTsMLcIjeoPoPWau4xR7+xBcjlTMvlU6Vm2GWSpP3xvEtufeJ9ET4xpnz8ZSZJMWfr29q83Ure6jXO+eRyFk4MAI5r8cBzJ5CVJwulR0w4pJxMGD3+7jt99p56Zp/j40TMTKR3bPx+fiskfiUjI4Md3tHD355rJK1R4+PkxXHVTzoHwdComfyhCCL791U5uvKqNcEjw09/m8Zs/5x/Iqs/NV0Y0+SPxxpI4l360g/XvJ/n6N7y8+lYBV1/jxmbrb2vV2PTO7fe/F+L556N8+ho3by0r4OcPBA+YPJCSyZvNh9Loj4Qq2ahyzuC0wFXM815woCOQCZIkUeQYyyk5VzLddwblzskmtBR8tjxOyLuMmcFzsUlO7LIJc9aKk1mFH2VW4ceIJntoCm/JWFOSJMYXnsrsMZcTjrexYvef0TM0UTDX7Pfj9hQyadoVhHrr2bHl3xnrASiqnTEzLyDSVU/H3rWmaAIExs8i1t5IvMu8gkJqIIjW023qmma9qwc1N2ianhCC7ndq8M4aO2K4PlX6WkLs/Pt6ys+dYMq8PMC21xtY9adtzLx8LNMvqcpYbyiTz5Tf3lXHK3/t4NKbC/nGI+Pw+DJfqrhzc5xX/xXiU7fm8NCzYxg7KfNOniRJ5OTK/L/P+/jn60WcfYHLlL//5FPsfPkOL68vK+CmW7y4XObMld9zj493lhfw3e/5KS83b/lnJhzzy+tGiywpBNR8UzUlSabMad4IpF9TotQ9iVK3ubol3knkOMsOjPbNoMg/Cbf9OkKxtozX7e9nv9lvr30FTY+bkqBXUDSd8spTqd/7NoUlswnmZJ4hnV91HM1b36Ju/Yvkls9AVjPvzQeqZ9K07Dm6d65LKXyfCmogiNA0jL4Iiifz1RIAWlcPSo45SwABojuaSLb2UHTVAtM0N/9uJQBTbjrBFL1EVOPV771H0dQczrpjtimahiboqI+ZavIAl9xUyKwFPk67JPNlj/uZeYKLx5dWUlxu7qj1y3eZ12Hcj90hcctt5lzrA6kae/TZ6tHXIov/OsMm5KWJz1mIz2nOiGk/hTmTyQ9MQJbN6zWPG38+/kAFgWCVKXqSJFMx5yKaty1D12KmGP3+8H2kYSeYaPTQX/feLKPXu7qxV2a2JHQgkY21oMimhe2FELjyPYz/5GzcJeZ0SOwulct+dQqefCeqw5zrUrHJ3PTLqciqZOpa64qJLiommteh34/ZJm+ROR+oZLz29nYuuugi7rvvPs4888wjvieVZLy0SCEZb7Skmow3akycEx1IKsl46ZBKMt5oSSUZLx1SScZLh1ST8faTjPSiur2HJ2IeQqrJeHokTKK1BUdpObJj+M8j1WS8+K5aZJcDW0lqa9JTScZLdoSw5Y1unfRIyXjpMlwyXroMl4yXCcMl42XCUMl4mXKkZLxMOVIynhkcmoxnFmYm432gRvR33XUX3d3d/+1mWFj81zGrKt5+FI8X11hzIzmOcelVcRyO0Zq8hYXFBygZ729/+xsul4uSkswLTlhYWFhYWHxY+EAY/e7du3nsscc4xmr7WFhYWFhYZJ2jPnSvaRp33HEHd911F8HgyJmXIpFZKdch0bOw73qW0iOkD5iunIXNHFRbdvqwNld2lsskEtmZ6JP1LOgq2bkOnPbs3LsjVbBLlyJbr+maBWrm+zgcUVcxv60AQXn4invp4pbM36rbk6VSszayX8I2U476Ef2iRYuYMmUKp59++n+7KRYWFhYWFh84jnqjf/HFF3nhhReYN28e8+bNo7Gxka985Ss88sgj/+2mWVhYWFhYHPUc9aH7xYsXD/r5rLPO4u677x5yeZ2FhYWFhYXFQY76Eb2FhYWFhYVF+nzgjH7JkiXWaN7iqMQwzE8g2k+0s8nUOvQDiTU1kOzqzIq2EIK+92uyog3Qtyc7BWagfwc6C4tjgQ+c0Vt8ODBrt7dDSSTChCLmVZwaSGdzDW0N5u4qt59I615a1i7JinairZmu5W9mRTu2YSt9qzdkRTtUU0/T31dkRbtrVzfrHlufFe1wZ4LGLdnJrjcMkbUOocUHF8voPwQIYRDXzV9iJISgKbyV3nir6Q+Xlt5tbGp4kZ6+RlO1bTYP23cvZtO2p4nGukzTBQgWjGfb+0+ya+Pzpo/u7Z4gTatepHu3+eaTaG+jZ80K9L6I6dq9L76J1tJuum68pYft9/4LNWB+rfadL+/i3ze8QO4E8zZ7AUj0abz221384srlBIrMLfvc3pTg6QebePKBRlN1AVoaNV56JkRfxPzOd1+fQThkRU6yzVGfjJcpXXorAgMVG6pkxybZUbGNWCN8OIQQNCZ3oIkEDtmNQ3Lv++5CkdI/pUIY7IquJaJ341YCeJRA/3c5gCqnX7tdkmSaYtvZE1lLwFaI31ZIwFZIwFaATXZmoCvhsxewoulvyJJKnquSAlcVea7KjHe/K/JPorlnE+/uegyvo5DynFmUBKcf2O8+kzZXV57L6vUP09K+kfLiE6gaczp2mycjXQDV5iKnYCKNu5YR7q5n0rxP43AGMtYFsHn7a0jsXfo37L5c3PnlpugCJDtaEckE3SuXkXfG+abpxnfWEt+2G8ntRAhh2oYsel+cbd95Bq2nD0eBeaWA9aTOql+upubvW7B5bJSdZM6GPHrSYMUzDby6aCfhjgQf+cJ4PDmZ78WgJQxWL+lh6dMdrH27l9wiG/f/e0rG5zkRF6xfFWXFm1FWvtXH7m1JvvXzAtyezMaFibhg6+Ykm9Yn2LS+/3vlWJWf/DqzDlU8Lqir1dmzW2PP7v7vugH/800fwWD6bdY0QVubQUuLTkurQXOLTl9E8Jlr3Hi9mflHOCLo7RX09Bj09BpEIoLTFjiw27OzJv+YN3qX5GV9/C26jcF7dyvYmGw/njLb+FFrSpJEka2S9dG3aI/XDXrNJjmY6TqDPLU0DV2Zsa7ZbA4vY2ffe4P/DtnHbP+5+NPcQrfKMwuALb3LaIntOnDcp+YxO+cjeNT0toH02nOZU3gJq5qfoTFcQ2O4BpDIcZYyM/8CXLb0HsSSJDG19KN09zUQjreypflVtrYsocg/iYlFZ+Kyp79tZcBXTmHeNFo7NlHXtJzG1jVUli2govRkFCWzB3B+2Sw6WzbT27mHtW/8kknzPk0wvzojTegf0QMYWoJdLz/KpMu+hM1tjsklOvrnubtXLCPn5DOR7eZsCNT7Uv90gOiLYYQiKP7Ma+kL3WDnj/9NdN/cvL3AnNr3kZYIS7/5Jq0b+nUrThuT8e5zQgjWv9LC4l/soL22P6Lmy7dz6mcy2wMgGTf4+6+aWPp0B72d/Ru1SBLcfn8V3kD6j/REXPDLe9p59bkwsejBKNr/+3IO512W/nmOxQR3f7WL11+Oog2oiXTGuU5+8utcbGmaW6jX4LaF3Sz/3wTGgKDA9Bkqv/9jTtom39ys85nrOtlUow2qaVZZqfDHP+SkbfI1m5N88rpOmpr1Qe0tLpL53aKcrJk8fAhC907ZzTzneYy1zRh0XEZGYJAUibR0VcnOHNfZjLXPHHTcLjkRGGmHm2VJZqr3VMa75w067lJ8GUULoN/sJ/sH7+XtsxXgkDMbJee6yplRcN6AI4I8ZwVONbOHsF11MaP84oOqQifoLs/I5PdTXXkO0r7LX9fjGIZGUst8x6zc4qnIcv/nlEyE2VPzIpHe5ox1FbsTxd4ffUlGetj18mMYWuaV5IQQB4xe74vQ+/7KjDUBkk1tRAck4SWbzQnf1z32Jt0rdh742V6YeWcnGUmy4oFVdGw7mJA47ryxGetqcYNkzCDcefAZc+6t1djdmd3HNofMyR/NIR496BaXfK6IqfMzvN8cEude4kXTDj67PnK5l+tuz+x+s9th/gLHYSb/s0Xpmzz0FxadMk0dZJqnnm7nib/nkl+Qfietp8egokIdZPKnnWrnpf/kM3lyertXapqgoVGnqFAe1N4zT3ew9OUCTpqfnZ1B93PMGz30m+cE+xyOc5yNDce+Ywo1iXd5s+8frI+9RZvWgDHKBDBJkpjgnMtM1xnIqEjIJESMNX2vsiz8DLvjG0gYozcPSZKodh/HNO9pSEjYJCfdyRaWdf2dtb2v0pNsHVlkCAaavUP20Bjdwlttj7M3sgFDpD+vXOqdwvjgyf26iocd3ct5r+Vf9CUz2x4zz1tFVf6JANgUN9ual9DQlfk8tduVT2nxXGRZRZJkOrt3oiiZb0Grqk5yiqYg7TP7kqoT8fiLM9YFsHmCIMlIskLRnLPQopkndGm9PYhkEiQJNZhD74Y1CD3z/ILw0nexle3bnlZR0Jozz4434kl8M8bgnlAM+8qZ2vMzN3qbx8bcW+YgSRKKXcbut1N6QuabZ6kOmYaaXmJhDadXJb/SzQkfz3w6YPemPn522y60pIHbp1A9w81Vt2fW3ljU4KEfdvDla5rw+RUkCeac5OTr9xVkNBXw7rIYn7yoje/e2U1hcb/dZGryLc06P/pBL6ee1MbvH+6jaJ/ux69w8sijOXjSmGJIJATPPhflsss7OOPsdl59LUZubr/OzTd5eOIvueTkjF53Y02Sb93bw8zjW/jkdZ3s3qPhdIAswzfv8PHUX3IpyM9OWe2BKPccYzvFPH7fs0O+5pb9lKhj6TE6mO44mTJ1PBISrXodjfoO6rXtxI0oDtmFQzpkjlke+kP2KjkUqGPo0ltY4P04HiVAxOihMbmd2sRmIkYPDsmFQ3IPumkkZfgP2K/m41cL0EkyN3ABEjLNiZ3UxmroSjbhkN24ZN9hN+JIukF7MarsIMdewnjv8fRqbdT1baIpug277Mar5h755laHH4nkOMuIaSGm5J2Jx5ZLQ3gTdaG1yJJKwFE89APDPrzB5ror6Yk2Mm/sJ+nua6C2cxXxZJh879ghcy0M58ijJp+3lKQWZWz56dQ1LaerexeF+dNQ5KHbo6cwGpMkibziqSQTEVpqV5FfOgObffgcgGQK4cBEqJPCGafRtfN9/OWT8JWOPO2U9A//MNVDPfimzybWWIc9r4Dyaz/X/zcMc71rgZE7As7J1SAEsY3bKP72bSCBrWj4aSevb/hOsaQqyHaV+sfepPiy43GPKyD3tJHnpAtdw++Zrid1XvnS6yT7knx00fmARMWCMcP+DkCBfWhdIQTP/2gryx6vZcE1FRz/8TImL8ijZOLwo+6gMnzS7NKnO/jp53eh2mW++Yfx6Dpc+40yAnnD30PeYfZ3X/V2H3fc0MzypVEuuNLHD39XxNYNCb73UBEu9/DXpXOImvQ1GxLc9ZUuHvpFCJtN4hvfDXLDQh8tzXpKJm+TDo+I7tqp8ZMfhbjz6z2sWZ3kvPOd3P9AgPIxKlOmqnz7Xj+KMrSu/QjXSV29xqKHwtz+xR7+8XQUSYbbbvXy4K+C7NmjsXChh9tu9SIPUydfOaTWfUurzp+f6ONrd3Zz/wNh1q5PsuAUB3ff6eOnPwry3H9i/OGhHD5xhXvYa9ft/+qQr40WSRxjazHO91434nsMYaCRwC459/2s06bX06jtpF1vQCA4wXkBQaXg4C+NYJ4ACSOGTXIc+PBCeid1ia00JXego5GrlDDXff6B16URDG6grn1f0pxmJKiLbWZvbANxow+fkscU78nk2A726CVbarpJI45NdiCEoC2+l22h5YS1Tvy2Aib5TiLPccjDzjlyeMkQOkIIFFklmuxlU8drtEf34LcXMT3/XPyOwsN+R3hGTtzT9ASqYscQBttblrKn/V38rhJmj7kcl/3whDctkFqSoa4nUBQ7bR2b2bD1SXyeUmZPuxabeuQ2xfNSOAe6hiQrJGI9rHnjAVyefGYuuBVZHvoaihSPfH31LzmU2PKP+5EUlUkf//KIJhcpS23U1PjkY8Rbmxn7hW+M+N7YmNSmuzqfeJ7IstWUL7o3pVFhcenIqyDqHn2TpqdXMOvRz2Ev9COlsFHJ9Nzhp05WPfgeG/68kQ4kzY0AACAASURBVLN+dAZVZ1WixfWU5ueneI68TPNQk7/4zklocQPVIY94HirtR57iSMQNHvteHa8/1cG0+V6++IuxBPNtxCI6Ts/IbS1Wuw871t2p85sfdPDyP8OUVal8/b4Cjjup/7rvCxu4U+h8HrqpTd1ejV//tJfFz0cJBCVuvt3PVdd4cDglolEDVZFSGskP3NSmtUXn3m/38sriODY7XHGVi8/e5KGyqr/T3d1tpDQff+imNr/8dZif3B9CCDj7LAfXX+vmjDMcBzoL7R06+Xkjn9uBm9okk4Kpc5rp6hbMnmXjE5e7+PilLvJy+3WEELR3GCmN4vPKGkZ8T6oc88l4R0KWZOw4B/ysUKRWUqRWkhAxWrVaAvLok97sh2Sw+5RcprpOYqJzHk3JnRhCTysMNlBXle2Mdc+i0jWdxvh2dkfXHZhrHi02ud+0JEmi0FlFgaOCxug2todXsLHnDU4t+BSyNLqwkiwp7L/uXTY/c4suoymylS0dS1ne+ARzii6h0D1u1G1V9yXJyZLMpOKzCbrK2NDwb5bv/AMzyy8l3zd6TeBA8l1B3hRmTLqaDVufZO2mPw9r9iMhK/23lcMVZMKsy9my+nFqt75K1ZSPpKW3n/3Ri/zpC6hf9gyRlj14izOfSwaw5RUQ3roJoesjRoRSRWtpRy3KMy3b3ognaX1pLTknjsdRbM5qhqbVTWz4y0YmXjyBqrMqATJKwjuSyUuShM2ZvmZrfZyf376bXRv7uOTmIq7+cimK2n9OUzH5I9HdoXPt+XWEegyuuTXIdbcHcTgPPkdSMfkj8ehDId54JcaNn/dyw0IfPv9BHZcrPU1/QGbbVo2Fn/dw3Q3uw+bf0026m3ecjVtv8XDtNW7GjDncClMx+UOx2SR+/uMgEyeoTJp4+IBLkqT/k1D9oXwojX447JKTcttEUzVVycYY+2RTNWVJodw5mTLHJNMepJIkU+aeTLFrPFGtd9Qmf2RNiVLvZPJdlezqXkmuc+SQaCoUBSbjdRawtvYZemNNaRv9QAaafc32fzJryqcz1swvnUnhmHnUb19KTsEEAiZk4OdOmEvTyhdo2/i2aUZvz80HwyDZ0409N88UTa21A3vF6FefDEXH0hr0UIyiS+aaohfrjvHmPcvwl/uZ/5XjTdFc/mTdYSafKd1tGm0NCb62aBwnnJt5IipAME/hiusDnHK2m+op5iWC3fZVP7d82U9hkXlm5nRKvLwkf9jweTqccoqDU04xPwnuogvNr+2QKZbRf8Axy+QHokgqXpu5xULsiovJeeZuNexx5HFi9Q3IGa5GGEhB3hRmTv4ULmeOaZrVMy4h3F1HX7jNFKNXbA5yJ82nbePbJPt6TVlmZ8vrj2AlO9tMMXqh6WjtXbiPnzHym1Ok5T/v46rKxzczs+Vp+wk3hpEkiTO+dyo2d+aJmADzLunv2Jx09RjT7s2Jczz85o1pON3mjgSvvc28a3w/eRlkuw+H2Sb/YeNDOUefFiaFMweS6hz9qHVTnKMfNSnM0adDKnP0oyXVOfrRksoc/ZEwDO3Asrsjkcoc/UAS4S4S4W48RVXDGkqqc/RaJEzXO0vxzz4eR+HwqwRSmaM34glCi9/CMXkczkmpRVtGmqOPN3eT7IrgnTK6zPXh5uj1pI5iS+/eHmqOPhOGmqPPlCPN0ZvBoXP0ZuEeIskvEw6dozcLG9nRteboLSw+YAxn8ulg9+Zg95o3IlM9XgrOu8g0PdlhJ3DJOabpATiKgziKzQld7yddk7ew+CDxoVhHb2FhYWFh8WHFMnoLCwsLC4tjGMvoLSwsLCwsjmGOuTl6kUivdv2IZCEZb1DRYzMxoYTpEclS3mY2UlmGq5CVCWoKFffSQYllZ644CzlNSEp2rgO/PTuJXUWO3qzoltrM3eYYspc0lztMZbxM8MnZeYY5s7CayGnCcuEjYcuSrplYI3oLCwsLC4tjGMvoLSwsLCwsjmEso7ewsLCwsDiGsYzewsLCwsLiGMYyeguLDwDZLGCpx6JZ0wYw+rKTCLafY6y4p4WF6VhGb2FhAoahEY2an4W9n5bNbyGytEojtGktsZbGrGiLpEb3s69lRRugeclW4q2hrGgn+jRCLdntBFlY/F9gGb3FUYduJOmON2EI89eGNXaup7Z9NfFkxFRdWVbZvesVtm/7N4lE2FRtgFh3M7vefhxD10zX1kI9tC950XRdgNAbK4nvqM2Kdu0/17LjkWU4Cn2m6upJg/ee2sXj17+Fw2fuvhGJuMGqV7p45lcNaElzO25CCOp2JWhpNP8asfhgc8ytox8KIQQGOgY6+r7vMipOafQbqhhCJ0EcEAgE/f8dDB/aJDs2afSbnyRFnC69BRkFWVKQUVAG/NsuOVHS2KktbkSpjdegSCp2yYlNcvR/lx3YJCd2yXFgr/PRkDCibO59G11ouBU/LsWPWw0c+He629wqso3uWBMrm/6O315IwFFCjrOUgKMEp+LNaFewouAUVu74E1saXibXW0VxcCpFgclp7z0/kKqxZ7Hy3V/Q3PgeYypPY0zFggP73WeKr3g8u5f9FS3ex/gzr0exmbdpjxYJEdleQ9/eXbgrM9/udz9GNE7Pc0uQHOacg/0IIdj12HJ2P76S4nOnmLZLnBCCLa808OaDNXTVRjj/rtnY3Zk/IrWEwfp3enn3hU7ee70LIeC7T09FtWU2zgr16mxeG6dmbZxN78eoeT/OjHlOvreoKG1NwxC0NBvU7dX6v2p16vZqdHcafPkbfqbPHP1nKYSgt0fQ1WXQ2WXQ1WXQ1Sn2fTc473wHs+eMXlfXBU3NBom4IBYXxOOCeBziif5/j61SmTA+jedlXFDfoCHJEpIEkgSyvO+7BF6vTMA/+s+uN2TQ0qrjcko4nBKufV/ZqvkxkGPa6IUwqDW2s8vYiEZy0Gsqdk5QzwFG/4CXkGjR97JDW4fB4FGnW/JxvP28tNprkxwYwmBj/B00Bhf+CcoFHOdKb5MQh+yiyFbJ2sgSosbgMGeeWsps7zmoaQR37LKLqf7TWdu9mL196we9lmsvY07wAlQ5vYd8VeA4DKGxrWsZ3fEm9vauASDHUcacoouxK+kZsyLbmFV5Oe9u/wOd4d10hnezuf4l8nzjmFL+EVz29DdNcbsLKC09nsaGFezZ9SqN9e9SOfZsSkrnIcuZFdXwFY8HINS8na0vP8SEs2/E5jJnJKuH+6+Jttf/Q8UNt5tmnL0vL8MIRZBicYQQpugK3WDLL5fQ8J+NAOTOLs9YE2DPijaW/nIjzZv6C9bkVHiYdVllRpqJuMHfflLHO893EOk5+Jy47YFxlI9Pv2NpGIJF93Xy9z/0DDo+/3QX3/1NETZ7eudZCMGDPwvxyIODI1JFxTKL/pjHpCnpRzcee6yPB34+WNfhgPt+GEjL5KHffH//aISHHh4cnZMkuO1WD2eclt5OkzYb3PezXp5+9vBpm09f5eYH30nvGWFT4eYvdbDivcGFoVQVPnm5hx9+O4fcnCxt85sV1aMESZKpVCZxgnouudKhvVzBDn09dfoOIiI0qoQeSZKpVKdwkv1CcuTBurrQ2Kmtp01vQBejD6EV26o42X0xuUrJoONJkaA2uZmI0TPEbw6PX83nJN8lFNjGDDpuYNCarE2rrQA22cHcnI9R6pw06LhDdhPVM5s7HRc8gfHBkwcdy3GWpxXVGIjbkcOMiksO/CwwyPVVZWTy+6kcexay3P9ATCRCtLdtIhTKfLtJuzuAw9e/Z3xfZz1bFj9IPNSRsS6AFu6vHBer30NkW40pmnpvmN6X3gb65+lFNPOqd3pCY/29LxwweYCcOZkbfaQjxtbXG2nZfLAq3em3T0PJcMRtd8gsuCSPRPRgiP4j1xVx0oV5GelKEsyY58TlPmjo805x8f3fFmF3pN+Z6uo0UG0STudBjYlTVJ54tiBtkxdCsHJFktpabVBx0cpKhWefz+OKK9Pr8HR2GTzxtyg1mwcP4MaUK/zrH7l86xt+7KPs8BiG4L33E/zo571s3T74eTimTOGZJ/JZ9EAuOcHRXRftHTrPPB/h69/poqllsG5VhcrfHyvk4Qfys2bycIyP6Pfjkfwcp5xBi6hjq76GBDH8Ug49ooNWUQ8GOHGTKxWRKxeRKxXhSCGk75Z9zLWdTYO+k+3aGjSS+ORcGvVd1OvbkVHIlYvIl8vIV8pwSZ6U2uuUPcx1nkttsoZtiTXYJDuqZGdHYi07EmvxyjkUq5UUqVV45EDK58EmO5jjOZfdsXVsj63BI/uJGmE2RN5gs2SnxF5NuX0ifjU/ZU0AWVKYHjgLl+JjZ2Q1PjWflthummLbybdXUOWZTa69LK0R3ficEzGEzq6eFXhteezqWUFjuIaJuadQ4kk/bFvgn8C4wgXsal2GTXWzrfE1klof1cWnpz3lAOBw+CmvWEDtnqWAhKZFcbsL0tYbiL9kAm2h/v3Kg2OmoSX6cJCZaQBo4YMdsralL+CZMAVJzszkev7zBiJ20Nz1nhCyO7PphmR3lIKTxtH+v7sQhsBV4sdVnPr1PxTuXAeyKiEMkGQonpLD5HNLM9ZdsbiTP9y9B1mVsMsSlVPdfPLrmXVMatbGWHRfJ+tXxaiotlG3K8msE5zc97siHM70PrO9uzX+9Pswz/2jj3gcZs+1sfa9JCed6uCBh3Lw+kav29yk88wzUf7+VJQ9e3S8Xok5x9lYvSrJuec6+NkDAQKB0el2dhm8+FKMf78Q5e1lCXQdKioUpk1V2VSjceXlLu77nh//KMLqvSGDJW/GeOX1GK8sidHWbiBJMG+OnbIShYYmnZtv8PDtOwP4vKnpRvoM3lkR5423Yyx5O8r6Tf2dEZ9XYsGJThqbo8gyfOXWAF+/3Y/Llf3x9ofC6AEkSaJYqiBPKmansRG/lEOJVEUfITqNFjpFC62inkZ9NwDTlBMolUeer5QkiXJ1PPlKKZuTK5mkzsUhuekyWmg3Gmg3GmnXGkFbhVcKMM9+HjZp5FCVJElU2qeRq5SyPfEex7nOIWZEaNH20KztHWT6FbbJlNsmpnwexrlmE1ALaE3WMtl1Ip1aI/XxbTTEt1EX34xPyaXMPpFSx4SU2rpfd7zvBJyKDwOdYud46vo2Utu3gdVdz+NT86nyzKbYWT1qI52QczIGGkXuCRhCY2vnW6xvW8yenveZlHsaea4xI4scgeri0+jpa2R6xcVsb1rK7tb/pSO0hxmVl+Jx5KalCVBReRrdXTsZU3kaNRv+yvq1jzJz9v/DZsssD8BXVI0W7yPcuotQyy7Kj/tYRnrQP+KSZBl7YQkiEafg7IvQwr3Y/OlHN4Rh4BhfidEboW/1RuzVY9C7Q9hKMuvwOAt99NV3IQzBmMtmo8eSI//SSG0Vgtfu38DqJ3Yy79PVGJrB5HPS65TuJxbR+fMPannz6XbGTXfz+Z9X8+TP6rn2rgpUe3oP9ab6JL+7v5PXno8QzJP5yvfy+djVPu78bDPfXVSEMw2zeH91gj8+EmbJKzFUG3zsUjfX3+RBkuHR34b5zg+D2GypnwddF7z6SpynnoryxtI4hgHz59u4/QtePnqhg8UvxTnnHJ3PLfQgy6nrrnovwU9/Hhpk7rd8zsPFH3Mxc4bKvd8P8YXbvFx68ejur1u/3MlT/+xD0yAQkDj7dCfnn+3knDOd5OcpXHVtO39YlMtJJ6Q+BVBXrzH9lAaSyf4pgPlzHdz99QBnLnAyd7aD1nadm7/YwQP35TJxvLmJnsMhiWNsEep59k+m9D5D6IcZjhAGvaKLTtFCkTwGtzRgDjSFTW2EEAiMQbpCCCKil3ajgbDRxXT7KQdek9TU+llHautA089TShnvmH1Q15aebsKI05zYSX1iGyG9gwX+y/EoAx74jtQu+IG6utBojG5lT2QdfXo3RY5qZuecP+j9kmvkkZ4QAkPoKLKKEILG8Ga2dy0jpocpdFczI/98bMpBHcPvTqmtmh5HVfr/rubuGmrqX0QIncml51OaO+uwB34iP7WoTCIewu7w0d5Ww6YNT+D1lQ5r9uGykTtUyVgYCYmexi3sXvZXKk+8goKJJw37O6Gq4R+owtDR+/roXv0OHW+9yoQ770O2D/85x6pTC8M3/+BhhK5TfNfnMCJRFL932PdPGNMy7OuR2k7evfFxis6cxLQ7z6OvrgtPxcgdsuPz9h7x+KEmf87XZ9DXGceTl1rkYbqr/rBjO9eH+c1Xd9FaG+djNxVzxRfKUO0y0bCOyzvyM2SM7fDpmD/8vJO/PtyNJEl84rMBPrUwiGffKDseM1IayR+6qc3Tf4twz509+P0Sn/iMh09d56GgqL99yYRAtZFSZ2fgpjaGITjt1HbiMcGVV7q48hMuxo49+CyKxwWOFKcWBm5qs3JVgs9/sZuLP+Y8YO4D25ZIiJTC9IduavPLh0K0d+icf7aL+fPsh3VqUm2v7ZDn/fd/2sOJxzs4+QQHHvfgzyYeF9jtqZ1bV8meEd+TKh9aox81Wdi9LlWjH4lDE51SNfrhiOjdg00eUjb6IyGEoC2+B1V2kGsfHBZNxeiPhG4k2dO7hvboXk4ovnLQOUjV6A8lluhhQ+1zdEVqOWniTfhcg3MwUjX6gQw0+1lzPouqHv73pmL0+xFCsPWVRUS7mplx6Z2ozqHbNJLRH/j/b91Iw1OPMub623BXDB/JSsXohWFQd8u9eE85jtxrLxnx/TC80QsheP+Of9GzpZmT/3QdjtzUP4ehjP61+9ez6vGDJj/aUfyhRq8lDL5y7gYMQ3DrT8cxdb5/VHpwZKP/7Y876GjVufGruRSVpndvH2r0XZ06LzwX5eNXuXF70g8dH7p73d49GmXlCqqaWeLlQKPfb1GZJnN+0HavM9PoPzSh+2MZs7KkB3KYyWeIJEkUOseaqqnINqqD8xkXOMG0c+C0B5hXfQ2d4b2HmXy65BdMZdqMT9Pc9D6ynPktJ0kSlSd8nE3/+TltO1ZQMv2sjDUdJf1zx/Gm+hGNPhW05nZELIG9qixjLYDQ9jY619Qy8dbTR2Xyw+EvdnP8NdWc/bXRm/yRUO0yX3pwPIVjHHiD5j1aP3dHrun3eE6uwjU3DB9hSYfKKvMtJRvPtw8b1og+VY7iEf1huiaM6I9IBiP64Uh3RD8c6Y7oRyKdEX0qjGZEv59Iex3uvPJhH4SpjuiFEHQtX4p73CScxcObcyojer0nRGTFetxzpqIW5KTUhpFC973bWvFW5yMroxuBDjWiz5Qjhe4z5UgjejOw9qO3RvQWFhYfQDz56SUhHglJksg9OfPIwH6UgA//eaeM/MZR4J9YaKqehcWHhQ/EOvrVq1dz5ZVXMnfuXM455xyefPLJ/3aTLCwsLCwsPhAc9SP6np4ebr31Vu6++24uvPBCNm/ezA033EBFRQUnn3zyyAIWFhYWFhYfYo76EX1jYyOnn346F110EbIsM23aNObPn8+aNWv+202zsLCwsLA46jnqR/RTpkzh/vvvP/BzT08Pq1ev5pJLjrxkR+jm73gGgJGFnMVsaAJkKb9SylJ7s6EqqdlJkFHD2SlyYYtmKTFTy0YSaXYSsHKcfVnRLbF3j/ymNChQe03XzFbSXDBrSXPZGSs6MixzfSSylTQnc/SvCjjqR/QDCYVCLFy4kGnTpnHWWeYlDllYWFhYWByrfGCMvq6ujquvvppAIMCDDz6InGEtbgsLCwsLiw8DHwi33LRpE1dddRULFixg0aJFOJ3mr7u2sLCwsLA4Fjnq5+jb29u58cYbueGGG7j55pv/282xsLCwsLD4QHHUj+iffvppOjs7eeihh5gzZ86BrwceeOC/3TQLCwsLC4ujnqN+RL9w4UIWLlz4326GhYWFhYXFB5KjfkRvYWGRXYSRnaVX/1f6FhYWw2MZvYWFCcQSvRgiOzUc+nqa6WndmRVtgJ51K9Bj0axoCyHofWFZVrQBIo29NL6TnU1rhBB0NsY4xvb9svgQctSH7s1ECEGSBFHCRIkQIA+XlPluZIbQiRElRoSY6KNQKkOVRr8b2eC2GiSIkxAx4kRJijhFciVymgUqhBAY6CRFAo1E/3eRwECnUKlIayvIuNFHcp+GEAYGOgbGAcPLV4ffWW0owlon3YlmZElBllRkFJT9/5ZkfGpBWuchqcfY3rEMMHCqfpyqr//L5sepeDPaQtYwkixf9yBuVx65/rHk+MficxcjmVBQxOUvZPurv8DuClAx4wI8wdKMNQeihXtpefkZSi+5xlRdgMiytfS9t5nARaeZqhvvirL5T++z+z9bOe8vV5im21EfZduKbrav6GLn6m4u+Vo1uaXpb1es64Ludp3WpiRtjRqtjUnamjR6OjU+sTCPsZPS2xFy144kPd2CRFwQ3/eVTAjicSgskjnl9PRWJq1bl6S9w8BuA7tdwmYHh13CZpNwOKCiQknrnl6+Ik5Xl4HfLxMMygQDEgG/jNcrZbQN7atLo8QTgqIChaJChaICBYcjswI2Qgiefj6CzyszpkxlTJmK35f5fZxICJ78V5iKcpWxlSrlJSqK8n9TbOeYNnpd6NSxnR7RecDcdTQAfORwvJRe0Z2EiLFLbKRXdBGjjwQHq1mVSFWUSuntu94nQmzV1tArOkgQZ2DNuGplZtomH9I72ZRYTq9x+BaY0+wnp32jGRhsj62mVas97LUZrtPT1vUoOXSIejb3vo3B4FHyBO98Arb0Hrw2xUl17kmsbXqWup51g17zO4qYW3YFdiW97W3dzjxmTLiS92r+SEf3dgBUxUnQV0lZ4VwKcialpQsgSTIVMz/Klrf/QHfzVvIr5jBm+vk4Pblpaw7SV230blqDd/xU/NOOM0UTINnaSccf/42j2pw96QG0aJJtT25g6xPr0PqSTPjEdDwlvow0W3b38drv97L93W46Gw/ey1d8awLHfTR9kzcMwW++08J//toz6HgwT+Geh8vSNnmAzg6DW67vJNo3ONpw6ZUu7vxOIG1dn1/i09d00909WHfCBIUf/TBAZWV6llFYoHD1tZ1EIoN1C/JlfnBvgMsudqb1vAgGZM65pIWBs0M5QZmqCpXv3Bng7NNdo9aUJAldh0s/c3Db5GCg3/Srq1Tu/GKQ2TNG/9nZ7RJbdiS48ctt+36GynIb4ypVJlbb+OLNQSrKs2PJx7TRK5JCuahGkiR6RMcBkwcI0cWb4jk8wocbHx7Jjwcfbvy48Q5rqnbJyXhmUc8O9oqtg15rEnvo0JvxEsArBfASxCsF8OBHGaGso1vyMVNdQL2xjd36JpIkDry2U19Ps74Hn5yLX+r/8kk5qNLIJVl9Si7znRfQoO1ge2ItyQEdk82JFTRqOwkqBQTlQoJKATYptYvYJXuZ4zmH1uReNkffJSYiB17bGltBu1ZPnlpKvlqGQ07dQCVJotIzkzx7Oet7XiWkHeygNMV2IBAUO6vxqKntcz4Qh+rh+LJPsKn1FRpDmw4eVzxEEp3YnK60Oyh+TymzJl7N+1sfRwgdTY8RS/SQ60+v4zeQYNEk/AXV9LbtpL12DR316yiuPpnyqeeg2tPrnOxHUvuvy+bFT+MqH4stMPrzeijCMGh/6GlELI5ky/wxIwzBrmc3s+nR94h39k8zqG4bU67LvGNSWOXC4VYGmfz5t1Ry2qfLM9JtaUjicMnIChj7+qvjJju493dlFJWlV0q5u8vgtcVRXnkxRiJ+0DT9AYl7fhjkvAtHb2yRiMG77yZ4860Eb70VH2TyDgd88QteFi70YLenfl/E44K16xOsWJVg5eokq1YnBpm8qsJnr/fw9S/5CAZTG8Akk4It25K8vyHB2vUJ3l+fYENNYpDJKwpc9jE3d37ZT0nxyNedrgt27dHYsDnBxs0JNm1JsHFLgl17tEHvC0cMjp/j4H++GKCyfPjPzjAEdY0aW3ck2bojyZbtiX3fk7S2Hxy4JBJQ26Bx1qkubr8pkDWTB5DEMTYBda5y1RGP60Knkd3sFVuJ0UcxFdiwE6GXCCHiHJyjlJColqZTJU0+KDCE8WsiSb3YwV6xhSQJKqXJJIgRFt1E6MXAOKDqxssseQEeyd9/RBm69nJSJNirb6HW2IJAUCVPoVd00is6B0UQPPjJlYuZrM472NRhHqxJkWB3cgN7k5txSh4KlHK6jVZCRidiXwTBIwUIKoWUqxMIKPkHddWhdTWRZEdsDXsTNfiVPNyynw6tkaTob6tXzjlg+nlq6eCQtmvoMKMhdLaHV7In8j4BWxES0J3s72l71TyKndVHNn3f8FMyQgh2d61ke8dbeGy5xPUImhHH5yikMnAcxb4pKEcI5eu53mF1AVo6NrFhxz+QkBAY+DylTK66kIB3aOOIVIxs1uHOOja8/isAJElh0inXESyeNOz0QNeEket7d7+/nOaX/gGAu6KaMZ++ZVjN2LSR5/O7n3uD7r+/2q95/DQKv/SpEX/n+LHDz7WH6npY9rXFhOv6R8jTb57HlOtHNvpTc7YP+VpPa5znfrqT1f9uQVYkDF1w8lWlfOKeiSN2+CY7Gg87JoRg7fI+nv1TN+++FkaSoXqKg+0b45x0jpc7HyjB5Rn63JYqocOODTT3Fe/E0XUoH6MwcaqNJS/HOHGBnR/8LIei4qE/60Nr3dfUJHn99ThvvZ1g9eoEyWS/qZ84347XJ/HCC3FOO9XOD37gZ+zYoe/7gbXuW9t0Fj0cZuXqBGvXJ0nsG6eMrVKYf7yd9naD15bGOe8cB/feHWBC9dC6A2vd//UfYX73pzAbNyeJxfqfUV6PxMzpdubMsPPOihhrNyS5/GI33/p6gPHjjmzEh9a6P++KJlatiRPdpylJMK5KZfpkO9On2HnkT7109Rh85iovd3whyNiKI+sOrHW/ck2M865soi960FaDAZnJ421MGm+jvFTlBw9043FL3PwZP19aGKCk6MjnwVZiXl7OMT2iH4giKYxhHBFjtAAAIABJREFUPGWMo5laksSplA6GUzWRpI8QEUJERC9+UguLqpKNKmkK5WI8dWI7XilAgdQfqjSEQZQwYdFNmB7Cogc7qc2d2SQ749WZjBET2K1volQZR7U0E4CY6CMkOuk1+o1fI5nyebBJdiba51KuTmBXcgOT7HORJBlNJOk1OujWW+kyWmnR9pCnlBAgf2TRfedhsms+pfZqGhI7mOI6ESEEIaOTdq2BjmQDtYnNNCV3cobvkym3V5YUJvlOIt9eQUeijom+E4nqIVpiu2j5/+ydd3wc5Z3/3zO7s0272lUvtizJcu8YjAtgegkJvSUQ4EiOklzaXX65cLlLAgm51MsdSYCE3CUhJKH3EiBgOhjbGNu4SpYlWb3urrbvzszz+0O21baqhNiZt1772p320bOzM/N5vt9n5nmi+9kf3MT+4CaWus+k0p59elySJGYXribPUog/2sHswrV0Du6mxb+VnT0vsK//deYUnsQsz3FZax6mrGgxCTWEP9hOobuOhoMvsnnX/1JZchxzqs7CokzsvhBnYRWFM5cRGmglHvHTtvsvuIpqMFtyj+JGIpmGLwPhg40MvPc6RWtOn7Be7EAbvsdeGdafggGGhBA0PraLYKsfZ5UbNRxn7lVLJ6ynqTpv/LGd53/ehBrXOefmaoqq7Ox+vZ8rv5XZ5JOxe2uE//5GFy31cfILTFx1SyGfuMZD454YuzZHuOFrxTm3yfZ0a5yzrhtVHTL36290cs7HbSxeqvDS81FWrbZwzQ15yHJuuvf8MsQTT0RZtMjMZz7j4NT1VlatsmC3S9x/f5iPnWfjootyS6crZol7fxNi6WKFz/5DHqtPsHDiKgulJUO//w//a5BbbszjtPW53T8QjQ2lvT97rZPjlllYsczC3NlmZFlCCMFXbvXy8x8XsWJpbvdFLZ5vYfliC4sPGfvCeQp5jqGKS2+/Rnunyr9+ycPs6uyzLzWzFD57jYv5cyzMn6OwYK5CafHwfQ2vvBHmG1/x8MV/dFNUOD2D7CTj7yainzTTMEpTuoh+Uro5pEqFEElPZiF0BIxqwkgX0WejqYoEYX2QfFPR6AVpIvpMuodNv8I2B6tphIFmiOhHoukJTLJy5H8MRA5y0LeVkrw6ZrqXjV43i4j+MOFoPw5bEaoa5UD7a7R2vUdd1RnUVJ4ybt1sInqASKCXwd5GFKuT+nfvJ6+wiiWnfz5lBJ5NRD+4+wP63nqJeF83RevOJH/JCViLU7dNZ4ro1V4v8Y5een50H8rMUqx1Mym+6bKM5UgX0e/63y3s/s1W5l65hLrLFtOzpZ26SxZl1ITkEX3rrgA/uWIL89cVcPm/z6O01oG3M4qzUEGxZndejo3oO1vjfPefOrjo2gJOu8CF1Tb0m8Si+pHPmUgW0f/u3iAnrLGweKky6vjXdZG1wY+N6FtaVOx2idLS8d811fmbjLGj18ViIuXNcLnoGqPXTW1Ebxh9thyjRp+TbpZGnzNZGn1O5GD0uZCL0Y8lGO7GYStKend/tkYPQ5UwSZIZaN+JpsYoqT4+5brZGH2stwtznovulx7HXjWbguNPSrt+Nqn76L5mvA/9hdJ/vppERy+2+TUZt0ln9INNXlpfaWTRZ49HkiSELpCyNLlUqfvWXQFmLnJO+J6MZKn7yZLM6KcCY5haw+gNo88Gw+gNo2dyRp+OXIw+F7Ix+lzJxugnQqY2+omSro1+MhhGbxg9HB1Gb3SYY2BgYGBgcAxjGL2BgYGBgcExjGH0BgYGBgYGxzCG0RsYGBgYGBzDGEZvYGBgYGBwDHPsdZgzbQ8RTP1dq9M02NlRhxTPvsOfrDWj8cwrTQA5pmZeaQKYotNz3ErTcLO1LE9PWd3K9NzN7zGFp0dXnvry5hl3xwPTc4f8dN0db5qmfTuV/O2X0MDAwMDAwGDCGEZvYGBgYGBwDGMYvYGBgYGBwTGMYfQGBgYGBgbHMIbRGxgYGBgYHMMYRm9gYGBgYHAMYxi9gYGBgYHBMYxh9AYGBgYGBscwx16HORmIiQhe+hhkgDoWY5qCDh+EEIQJ4KWPmIgwW1o04TGuR6ILnQBe/KIPCZkqee6kNQE0oeIX/fhFPzYcVJhqpkQ3IWIM6v34tX6csptS86wp0Y3rUQJaPwFtAJucR7ll9pToqnqckOojlPCiihhVeUun5HcD0PQEsUSQuBrELFtx2kunRNdg6vH3JWjfH8ZTYsFdouBwmabsOHhrQ4S+Ho3q2WaqZysUFMlTor1nT4KXXoixcKGZhYvMzKyamjLvP6DywENhVixTWLFcYeaMqdH9cFecR58Os2qlhVXHWSkrnZoOcV59K8JbG6OsOcHK6uNt5LumJnb90+MB2js0Tl5t4/jlViyWqTkefnK3lzyHzClrbCyaZ0GWp6cTn7Ec00YvhCBKGC+9eOnDRy8RQgAUUcYgXkzCjBkFE0PvMplPxMMG7KMPn+jDRx8Jhnpim8kc/PRjFgpmlCPa2ZwsCRHDT/+QphiqjOgMdZ83V1qOX/SjYMGMBQUFKcsemUJiEL8+pOkXfQSFHxjq3WyJaR0B3YciWbBgRc6hRyqf1otP72FQ68ev9xERQQAkJFZYTyesD2KR7JglJWtNgIFEB32JNgLaAAG1n5g43LOZxErnOcT0CBbJlvMFKJgYoCWwjZDqJaR6iWmhI8sWeNYjEEgT6D1LCEFb/1a6vDuJqUHiiRCqHgNAMdlZM/8fc9YcibenntaGV0CSkGUzsqwgm0zIsoKrYBYVNWsnpT+4bwdC08hfuDzrYypbYo3tRHY14rlw/aR0urb1sO+p/WhxbfQrplN9WhVLr1mIbJpY2Z0eM0/+op29m4bGglcsEu4SBXexwpzjXFzyxRk4XLlfKoUQFJWY+Nebe1EPdf7odElUz1aYNdvMmec7WH+2I2fdQEBHluCxRyO0Hhy6PrhcEvMXmFmwUGHFcQoXXWzDbM7+WI7FBH39OoGAznMvRLnzrqFzuahQPmL6y5cpnH2GDUXJTlfTBF6/Tv+AzmBQ56HHQvz0F4MAVFeZWLXSygnHWVi10srxKyyYTJl1hRAEggKvX8Pn00kkBP/zSz+hsECSYMlCC2tXWVm7ysaaE6zUVGW+9gohiEYF/oCOf3Doparw7/85AIDNJrFqhZWTVts4ebWNNVlWKOJxQSCoEwjpDAZ0AsGh969/tx+AogKZk1fbWb/Gzvq1NpYvtma1DybCMW30Gip9dNFFC34GRi3rp5t+usdtIyFhEmaqmEOdtDipboI4PvroFC0E8Y9a1sZ+2sT+cdscNv6l0lrcUmGK8moEhI8e0UaYwKhlDWL7YW8+ggkFBQU7To43nZ5Uc2g9MzEiDOhdRAiOWrZTe2fcuhasKJKVGfIcZprmpNR1yC78ei+D+sARkwcQCD6IbTgyLWPGKtmwSDYskp3F1rVYJFtKXY+5jKgeZiDROcLkh5S3Bl88pGnCKudhO/Qqs9RQZqlNqQngVAqpdi2nafB9vLGOUcv2+t5gn+8t7OZ88sweHGYPLksJM/MWpdUEkCSJmUUrsVs8NHRuQNWHj7WEFmFr45/Id1SQb6/AnVeFJ29GRs2RFJTOQ7HmsW/rA0SCPcP/VzZTXr0mJ61kOGcvoPHeH9D/3gZKT/sEztr5k9ZMdPUz8PDLhDbuZMYdt0xaz12dT9/uPrwHhs83JU9h3b+eyJyP1eZc6etti7F7o5+mnSGad4Zo3Td8nCXignhUZ92FxZx+VSlmS3YViK0bo7z7epTWlgStTSptLSqR8OiTNhgQ2OwS516Yx9rTUp8Dh2moV/m//w3R2aHR2anT1akRCIzvgjgQEHS0a5xxppXTz7BmNPn/uN3Pjg8T9PTq9PZp+P3JuzXuH9DZui3OvHlm5s5R0pr89p1xvvrvA/QPDJm7z6+n7JG8pVXD549Q4JE5aY0trcHd/iMvDz8VxOfT8Q3qaCm6DhcCPtwdp71TRZZgXp1CTVVKWZad2kpfv4Y/oJNI0wt3NCp4c2OU+sYEkYigrMTE8sXWpOu++naYT97URSAkiMXSdxXd79V56oUQ23fF6Pe6KPCYqJ2VW1CULce00ZslhSrqqKKOsAjSxUG6OEiYIJXUUEYVGioqKhqJUe9O3Cl1rZKNauZTLc0nIHx0iha6OEicKHOkpThxo5IYfonhzwqWlLo2yUGttIgasRA//XSKJrpFKyoJlsrrkJFJiDgqcRIkDr3HkUkfhdskB7WmxdTIi/CKHjr0Rrr1ViQklptPQSVBXMRIECUh4sSJkRAx5Ay3cFgkG9XKImaZF+LVu2lL1NOtHcQiWVlkWUdcRIiLCDERPfQ5SlgPYMpw2MmSiUrrHCqtc/CrvRyM7qIz3ohFsrMgby0xPURUDxLVQ0T1EF61izyTh7K0qkM4lSKWFp3DXPdamoPbaA1+iC40FhacSkQNEFZ9hFUfA7E2XPHsjB6GzL44v44i12y6fbvZ3/ka4fgABc4aTLLCQKCZTu9Oil1zWFn3qaw0R5XbPYMV679M8+7n6GweqpwJXeXDd+5h9bnfxqzYc9Y8jKxYKDnlPDqff5BQcz151XOR5MlF9okeL6F3PyRv7VKss3Or2CTjla+/Psrky48r5dTbTsJV6ZyQ3vsvD/Cn/zyILU+melEeq84t5J2n+7HlyXz8xkrOvb4cW15u6eUt70b5w72DVFaZqaoxs3K1lZk1Ck89GKRxX4LTz7Pz6ZvyWXJccpNIRjCk8/JfYlRWyNTUmFiz1kJlpUx5hYlnn47yyssx1qy1cP0NDs46O7PBH6a3d8gwF843s/5kCyXFJkpKZEqLZf70cIQXXoqyZrWF669xcMH5dmy2zLpWq4TNKrF0kYWiQvnQy0RhwdDnH/9skHfei3HqSVau+5STC86zY7dnPs7KS02sXGrF45HxuGUK3DIet4mCQ9O3fLWPtg6Vc0+3c+1VLs4/y4HVmrm861bZMJkg3yXjzpdxu2TyD70risRlN3QhyxIXnefgmstdnLXennH/VpSaufTjTlxOmXynjMsp43LJh6YlmltVPv/1Xgo8Mlde6OSay1ysW5V7djJXJCGmbRSYj4Sz5SvSLhdCMHgo7V4tzcteOIt0vpce4sSokKqz1Mx8kGtCpVd0oEgWiqTy7GRNmS9QCRGnS2/BIxXjkguy01Uy1wvjIkqH2ki5qQabnJedrjXzhS+mR2iL7WWmdT5WOXO6U8rLLiWa0GO0BndQZJuF2zJcVRBCoIo4ijy6bHpRfla6utBo799GJO5lXuVZQ98hEUDV4uTZisatH65yZaULMNC9l4btD1NZezL2vBKKK5emXLd/cXZ1eaHr+He9T/7CFcjm9FFFbHl2g8SEd+xHKS1AKR//fZNxxpx9KZd1beshEU7w0r+8yvE3L2fZdYuzTtWvd9ePm+fvSxAeVCmrsSHLEpv+3M/+bUEuuLkSV2F2UdUCS+eo6UhYR1EkzCOi3nhM8Isf+LjsWifVszPrlpiyG4xJCMHP7wxxzrlWFizMrOvKsklGCMH//CLI+efamD8vs262g9rEYoI77xnkikvyqK3OvE22g9p0dKk88lSIqy7Jo7w0QwCRQ7Pcpq1R9tQnuOTjeRnT9LkMavPYs0HMZvjYGXkZ2/3l8oasdTPxd2f0E2Y6alzTNOpRNkY/Id0sjH5CulkYfc6aWRp9rmRr9IcRQmRVW8/F6AESsSDhYA/uovQ3JmZr9LmQrdHnSjqjBwh0Bon5YhQvzK7icJhkRj8WXRc53xg11uingmyNPleyNfpcMUavm77R66bS6I/p1L2BwUfNdKXkFKsTt3ViaeujFVeFE1fF9Hznv9bdzwYGHwXGc/QGBgYGBgbHMIbRGxgYGBgYHMMcNUa/e/duLr/8clasWMFFF13Etm3bPuoiGRgYGBgY/M1zVBh9LBbjlltu4dJLL2Xz5s1ce+21fO5znyMUCmXe2MDAwMDA4O+Yo8LoN27ciCzLXH311SiKwuWXX05xcTGvv/76R100AwMDAwODv2mOCqNvamqirq5u1Lza2loOHDjwEZXIwMDAwMDg6OCoMPpwOIzdPrrnL5vNRjQa/YhKZGBgYGBgcHRwVBi93W4fZ+rRaBSHY3o6RTEwMDAwMDhWOCqMfvbs2TQ1NY2a19TUxJw5qQdcMTAwMDAwMDhKjH7t2rXE43Huv/9+EokEjz76KH19fZx88skfddEMDAwMDAz+pjkqjN5isfDrX/+a5557jhNPPJE//OEP3HPPPUbq3sDAwMDAIANHTV/3CxYs4MEHH/yoi2FgYGBgYHBUcVRE9AYGBgYGBgYTwzB6AwMDAwODY5i/W6MXQhi6R6WuPi26mlCnRTcS90+Lrre3np62rVOqKfSp3bdTredr9rPj/l3o2tQfAwNdMXRt6o9ZVRWo6tTrCiHQpqG8QohpOXePvuvM0aWbCdNtt91220fyn6eJ+29/JO3ysAjSyn46OUipVJm9cJpxxYUQBPDRLPYRkHwUSCWT1jys66WHA2IXQhI4JXfK9UaOey7J6etvutDpE+00qNvIk/KxSvZx6wihI9CRpGEtyZRJV6NbO8i+2GYKTRWYJWXc8piIYEIZXV5z+ltFdKHTFT/AnvA7lFiqRumqIk5YH0QTGopsGda0KMmkxnxHQW+0mZ3eV3BbSrGa8hBCENPDDCZ6Cat+HObR+1w4rBl1AYKRHna1Pkso2kehq5ZgtIe+wf2E4wM4beOPj4Q7O11dS9C0+zkO7HwS2WTB39dAYdnClOtHSrOry2vRCJ0vPIyttBKTPf1Nrlp5InM54wm8D70MgFJWmFUZagv7Uy7b/cg+urb1sPVX2+n6oIfKE8qxOC0p1x9JtW28bvPuEBuf60dLCJweMwd2hPjZFxsoLLdQXmsbdXymotgUHDXdWB9n34dxJAkcThlZlhACbr6ym1hUUDdfwayk182TtVHToZBO/T4Vk1nCbudIuSRJ4guf99HWpjOnzozNnl7XOub7dPcM/R+LZfx2n73FS3unRt1sM/YMuuYR1wdVFSQSYDaP3yYeh09+ppdAQKeuVsFmTa9rGqE79vo2ks5ujWtu7kEAdTVmlDT7VyLzb3qYN96N8m93DGCzStTOUjCZUm8rZ3GsHOae3/n5zQODePJlZlaa0x5nkvNLWetmQhIfVRVjmjhbvmLcvLiI0U0rXRzEzwAAhZThJB8N9dBf4tDnofdKaqiVRlxAk/wgURGmi4N0ihZCDAJQQTVmFFQSSV8rpFNwS4cufFLyi3BYBOkUTXSKZqKEAZglzUNDQyVOQiSG3omjEseMhZNMHx8uqsmUVDckBunQDtChHyBOFBNmZspzSRAjLmIkiJE4/E6c2aal1JmWDusqyQ05rAdoU+vpSDQSJ4pFslFuqiEmIsRFlLiIEhMRVOIAnO74JIo0wpStyU0upodpi+2lNbqHmAhjkeyUWGYR1UPE9BBRPYgqhkyn1raceY4ThzXzUpuVLjQ6w/U0Bd4nmOhHQqLUXkdY9RFW/WiHNF1KMSeVXzN626L8lLoAkbiPxs7X6fDuAMCquEioYXQxdGEtdNZwwpxrx+/DKldaXYCgv4P6Dx4gHOg+Ms/mKGTF+i9jVsZX1gD6F2d3v23Pa8/Sv3ED+YtXUvnxq9NWFmPLwxn1Aq9vpfeXj2OprWTGHbdkrHwCnDFnX8plr/7HmzS+2Hxk2uJUOOnW1dSdW5tRd727fty85/63g4d+1AoMndrFM6z0tsUAmLvSyZVfrWL+qvS/9QJL56jpn33fyx9+FQDAZIbKKjOzaswcqE/Q2a7hLpC58noXV1znxFOY/BwtMcVHTW98N8anrvQOfWcrVJSbKK+Qqag0caBRY8f2BDYbXHSJnetvcLBwYfIKrmvMteacT/SydVsCh12ipESmtESmpNhESYnMrt0JtmxNYLXCBefbuf7TDtacaElqSlZp+Pja9H6MMy/sxpknUVQoU1RooqhQprBApqjAxBvvRNm5J4HNJnHx+Xau+5STk9ZYkeXxuoo0vH++eGsfDz0RxOM2UeCW8XhkCj0yHrdMgdvEQ08Gae/UcDklLrsgj2uvdLHuROu48spjjH7uiQcRAvLzZTz5MvkuGXe+jNsl43LJ3Hmvj3gcSopkrrzIyaevcLFy2fj9MLJS8vamCJ/+fDcu55CeM08i3yUPTTtlojHBvfcPeUVNlZmrL3Vx9aUuFs4bX2mVyxvGzZsox7TRqyJBE3s4SAOC8V9TxoQZMyaUQ+9mzIc+F1NBuTRreOURP25UhGkQ2+mmLWkZhnXGv6qleTikQxf1MSdfQPho0LcxQHcSVQkFBTMWFCxD79LQtBU7s+XFw2uOMfoBvZtGbQc+0ZtEVcaCFUWyHnlXsKJgoVAup1AuG153jNH3qe20JHbTr3eOlcWEglWyYZFsWCQ7Vsl+5HOFuXZUVD7W6P1qLy3RnXTFDyAYnaa1SHZsct6Rl1XOwyY7yTcX4TQVDGsmMXpVj9MW2klz4AOi2uhozG7KJ08pwGH2kGf2DL0rBeMi+lRGH1dDHOh+m9a+LQgxHJUpJjsVhctw2yvId1TgsBYlvWCmM3ohdNoPvEnL3hcQ+rC2LJtZsvZm8gurU26bjdEnAj6a/u8neI5bS9HqMzDZklcaDpON0QtdJ/jmNgYefpmia87DuW5Zxm3SGX3UF+PZm17E1zS6KaTuvFrW/euJWF2po/tkRg/g7Y7TvCtE084Q7/9lgNZ9kVHLl5/q4YqvVjFrQfJK41ij9w1oHGhI0Nqs0tas0tqc4GCTyoH6BCNbMWx2iQuvyuPqz+ZTWTX69xlr9P39Ops3xens0Ojs1Ojs0Onq0ujo0Oju0tFGJwA4cbXC9Tfkcc651lGR9Vijf+a5CAeaVHr6dHp7dXr7NHp6hz4PeMc3jcyba+Yz1+Vx3TWOUVmAkUZ/sE3lgUdC9Hs1Brw6/QNDrwGvRv+ATjA0/hpcW23mSze7uOHTzlFR80ijf/TpIG+/F8Pr1/D5dXw+Ha9fx+fX8fo14vFxstTVmvnOrYVc+gnHkfNtrNH/yzf7GPDp+Ad1BgMj3g99TtbytGKJhf/+bjEnrbYdmTfS6D/cE+Mnd/sIBPVRr8Ejn5Pb7XlnOLjzjmLm1A4fx4bRpyFZRB8TUXz04aUXH30E8VNCJculddkLj7k4CyEIEcBHLz7Rh48+ooSZLS1itrQ4hchYzfFRjiZUBvHiF334RB9++kgQZ6m8jjKpKjvZJBF9TETwi378eh9+0cegGEBD5UTzObjl4ux0xxi9EDohMYhf62NQ72dQ7yegDyAQrLF/ApdckEJpjO4Yo0/oMQLaAAGtf+hd7SeoedHRWO26EI9SlkJphGYSo4+oAQYTPYQTPkKql1DCS0j1Etcj1OWfyFz32oy6yYxeCEGPfy/h2ACxRJC4GiSWCBJTg8TVMMtrLqPINTutbjqj9/bWExhoQTaZkWQFWTYjm8zIshnF6sRTnLqHyGyMPnywEaWgCMXlybguZGf0h9HjCSLbG8hbtSjjuumM3tvow3vAhxbX0OL6oXcNLaZhL7Qx76I5yCmallIZ/WH8fQm++8ld6Dq4ixU8xQruEmXoc6mF1ecX4nCN349jjT4ZH2yKcstVPdjsEtWzzcyqVZg128ys2Qqz5yrMWzS6gjLW6FMRCOice2Yf3d06NbUmFi5UWLjIzMJFZhYsVKiokEdVKMcafSpiMcH6s3s40KQxd46ZFcuUoddyC0sWm3HYR+uMNPp0hMI6x6/vpKtHY8lChVUrraxaaWHVSitzZo9PYY80+nR0dKksPbkNTYfjl1tYu8rG2hNsrD7eSnHRaI2xRp+OjVuirL+wA49bZt0qG+tW2Th5tY3jl1uxWlNH9Jn45X1+/unWXmZWmlm/xsYpa+ysX2Nn/hxlfAbCMPrUJDP6sSREHB99FFKKKcsDNVN7OgxF+oN4KaEyqza+VKn7kQghCBMgSpgiqTybkqZM3Y9EFzoh4UdDxSNnd09BqtT9WN2g7kOg4zZlWYFIkbofqzvUFp/Abc5c3nSp+7Ek9ChhdZB8pSTj75YpdZ90G6EjZ/its0ndT4RsU/e5kIvR50I6o58MmYxeUwWyiezO2RFkY/TN+xPkuSSKS01Z6Wdr9K0HVfr7deYvUDK2o0P2Rt/aptLaprF0iYLLmXmbbI2+sSlBZ7fGccss5Dky62Zr9Dt2xYjGBCuWWJPebzCSXIz+rfci5LtkliywJG1aGEkuRv/8KyEWzrVQU5W+fR4Mo09LNkY/IXK8CGSnOT0PPWRj9BPSzcLoJ6SbhdHnrJmD0efCRIw+Gwyj/+iMfqJkY/S5kq3R50q2Rp8r2Rp9rmRr9LmQi9HnQi5GnwtTafR/t4/XGRgYGBgY/D1gGL2BgYGBgcExjGH0BgYGBgYGxzCG0RsYGBgYGBzDGEZvYGBgYGBwDGMYvYGBgYGBwTGMYfQGBgYGBgbHMNPzEORHyXQ87w7T8sz7Ufe8e4bBZyZMFgPQ5IqwZTfgSa7o1unZB5pteo5bMQ1VeV2fnrL6E+m73p0oPm16+lTw6VNfXoc0PaMoKvL0jPoI01Pe6WA6ns0HYJpG1JzKU9eI6A0MDAwMDI5hDKM3MDAwMDA4hjGM3sDAwMDA4BjGMHoDAwMDA4NjGMPoDQwMDAwMjmEMozcwOEoRQiCm8I5fLRqZMi0APRydUj2hTded4wYGxzaG0RsYJEHV4yS02JTp6ULjYNdGYvHBSekIIUjEQgghaN72NI1bHpm02Yea6om0NdP8m/+i64XHJqV1RPO9nRy85XtEGw4y+PJ7k9Zr+XM9G255mngghtAF8cHJ/Ta6LvjLr1sIeqduWFghBP09R8/jZgZ/P/zdGn1CTP24z0KItLpC6AghctbVhY4qEimXxcTEIjFVxJOahC40vFrPhHXj+vhIThUJehIHORjbMyFNgJg2ehx9/NEGAAAgAElEQVT0uB6lLbybLQPPMJjom5CmEIJgvP/IdDjhY1/vq7ze9EuavZsmXFZdV+n17gXAO9jMpg9/RX3Ln+ns2z5hTQB/dz2dDW/SvO1puva/hclsg0mOs62Fgxz8490kfAPo8Sj+ne9PSi+6p4lEVz9oOt3f+z9i+1snpQdgzrPg3dvLm//8PJ3vHmT3b7dOSq9td4Dn7mzijo+9x9sPtaNrgoO7AvS3TTyrsXNzhGtOauSOL3Swc3P4yLne1ZYgFp1YZUzTBDd+up9f/SxAU+PoSkRfjzah6wnAhldjPPJIhK4ubdwyr3diZRVCsOG1aMrtfb6J6Xp9OoFg8m2FEPj8E9+3qQiHdeLxie3bdPj8E//NJoPptttuu+2v/l+nkfu/80ja5QHho158QJgghVIputAIEcBLLz200yYaaRZ7kJDIlwqGN8zQEc+A6Ga3vgm75MAhuYiJKH766BXttItGmvTd1IttVEq1mKWhDmIkOX09SwhBj2jlQ/UtKky1SMgEhY8+vYN2vZED2k7qtffxiT5mmOqGi2rKpKvTrjawN76ZKmU+cRGlX+ugXd1PY3w7e+KbaFcbcEj5uE1Fw7oZyqsLneb4h7TG91Ku1DKo9dMRb6AhupU90Y10JhrxaT3UWJYgjdyfGTr40YVGQ3AT/bGDuC1ldEYaqA+8y57BN+iJNQNQaKnEYXYPb2TN3GGOLjT29r7CYKwbWTKxr/dV9vS+jD/aSUnebGbkL8am5I/ed/bMukLo7DrwOL7AQfp9+2k4+CKybGbR7IupLDl+9Hc/RMKdudMgIXTq370fb/suggMtlM85mZoVFybVO0y0KHNdPtLZSnDfDgBiPZ0UrDwJS0FRyvXV0vRRq2S10PerRxGxOOg6SmUJeauXZCzHjAJ/ymX51R7cc4poeHgnra8cwLu3l+rz5mJxWTPqVtsHxs1zl1pZdlYxB3cGePNPHex+o59IQOX5O5tYeX4pVkfmzlWKzYFR05I09Hrj+QDP/tHPxleCmBWJ4KDGf9/azeoznDjy0v8eLnl0oNDfq/PME2GefjzCA/eFePnFCL4BnaJiE7t3JvjxdwdZvc5KnjO9rk0abS4//FGQn/88xL2/DvPc81FamlWEgLIyEw89FOF394VZtUrB4Uivax5x7LW2aZz18T5+fk+Qp56NsHNXAp9Px+GQ8Hgkvn3HIG+8HeP4FRZsGTqIMo/ooOzOewa55JpeHn0qxOatMVrbVRKqoLBAxmqRueL6Hjq6NJYvtWBRUuuaxnR6tvqcDn7x60He3Bhhb0MCr09HMUt43DLxxNByixWWLrRgMqXWlUZUtPc3JTjlgg5eeSPC9l0x2js1YnGBM0/GZpXYvC3GJ2/qoaTIxLw6Je25a3J9Oe0+ygVJfBTVi2nkbNOVSef7RT9NYg99dALgxIOGSoTgqPVsOHDgYoY0mzJp5vCCFD3jeUUPjfpOfPQC4KaIMEESDKcWFaw4ceOU3FRLC7BJQz11pesZr1/vYr+2jUExgIwJp+QhKLzoDNVeTZhxSQXkS4V45BLK5FnDRU1jnANaF3vjmwnqXhSsKJKVsBhKJ0vI5MuFeORSPKYSCkxlWCTbsG6anvF8ag+7Im8T1L1YJQc6GgkxtA9cciFF5hkUK5V4TGWYpDE6dlsSxSGCqpcPfS8zqPZike0k9CgCgd2UT7mtjjJbHfnmkvEnjCsvpSZAQouyrfMpBiIHkSQTQmgosp2Z7mVUuVdgH2Pwh9EKnWl1hRDsa3metu6hbIAkmaiuWEdt5XpMptSVhNCszL239bZsZf+mB47oVs4/lYp561Gsqb+rd25mw/JufYfuFx4FoODEUyk766K060cXZ456w9v20fPj3wPgOGEhpf/86YzbrKptSblM6IIDT+9h7++3Ee4aOmerz5vLid86PaPuKQUNqXWF4P3nenjyh/sZ7Bsy2ZmLnHzxvuOwO9NXQBdYO5LOj4R0XnlykKd+76WlIY5ikUjEBcUVZr5z7wzmLE59vFeaAknnd3ZovPznCC88G2H71qHsXlm5THeXjqdA5rYfuDnrvNQ99XnG9Iyn64Ldu1VefyPGG2/E2bw5TjwOVivMnGmisVHD7Zb4j/9wcdWVdmQ5uSHZRlwXo1HBpvfjbNo89Nq8NU4gMGQvpSUyTqfEgSaNwgKZW7/m4rqrHZjNyXWtI64RWz6I8dKGCFu3x9n2YZzunqHvIkkwt85MKCRo79QoK5W59Sturr/aiZLE8Mf2jPe9n3rZ9mGcnXvjNLUMV14ddonFCyzs2x9nMCCorjJz65c9fPqK5LryCKPf2xDnWz8cYG9Dgv1NCdQRdeKKMhNzahXe3DiU8Vw0X+HrXyzgigvzku4HpaIx6b6ZCMe00Qsh8NJLk9iDl55R61mw4aGIPPJxSK6hd1yYx5rQYcYYvVf0cEDfNU7XgRO3VIwTD07JjRMPVin5iZ3M6P16P/u17QyIrlHz86VCPFIJ+VIh+XIhDvJT1gaTGX1YH6Q+/j492ug0apGpggK5HI+pFLdcNN6ER+omMfqEiFEf3UJbfN+o+RXKbIrNMykyV2KVM5hYEqMXQtAa2cW+wXfQR3SzOcuxlEr7/OTmPpI0Rh+KD7C143HCCe+RedWe45lbdAomOX1kncnoD7S/zoG2DUem82wlLJlzGa68irTbZTJ6XVPZ9sKPiIWHyuzwVFK99HzcZfPS7odsjH5g0+v0vPwU1pJyqm/4Z2Rz+n2QjdED9N/3DIGXNmJfNpeyr/9DxvXTGT1A4KCPnfduoW3DgaEZEpz9u8vwzE2dfYD0Rg8Q9MZ5+PZ6tr3Ye2TevDUebv7VchRL6og2ldEfRgjBWy8E+d6XOtAPZcitdomv/7SCk891Jd0mldGP5LDp3/0/AQKDw5fvS69ycOu385NmDcYa/VjCYZ333kvwxhsxHno4wuAI3RNXKfzgB27mzRt//tvSdA2uaYK9+1Te2zJk/M+/ECUcGdZdMN/Md7+Vz+mnjj//rWmuQ51dKh/sGDL9D3bEeWlDFH3E15tdY+ab/+rm0gscoyoo6brADQR1du8bMv1dexJs2xnjnU2j7wOprR4y/Gsud44yZjlF01kiITjQkmDf/gR7GxLsa4zz/vYYu/eNboatqzHztX/y8OkrXFgsI8o7hUZ/TKfudXRiRLBJdpy4sWBDRkZHQ8bECulkSuRKXJIHq2RHTtef/YiLaVxE8Yt+zJIFu5SHggUJCR0VO06WySdTIJfgkJypKw6MT4WHRYBuvQVJkrBgO5Li19DwyCUsMq3GJRdgkWxpL+5jU/cBbYDGxHYSIoZZsiBjQgACnWLTDOZZV2KXnem/f5Ly+tVedkReZ1DrRZZMI1JYggJzGbXWZZjlLPqcH1MxiWlhtvtf4mB4B+JQBkNCxiSZsZucVDmWZCxrqtR9f7iFLe2PENOGokJZMmNX3MiSTHFebUajT5e6b+vZQsPBFw99pTyKPfMoL1qMw1aMRUlv5JlS912Nb9Pfuh1rXiG1Ky+h9riLsLsyVHbILnUfbmkk0nqAmZ+8GcXlybh+ptT9YWwLawlv3o2kmHGuX5lx/XSpewCr20bVGbOpWFtFsG2QcGeAcHeQ6nPnpt0uWep+JPGohmIzkedRiIVUQj6V/rYoPc1hlp9dgpQimh2buh+LEPCXx/2EAzpqQhCPCTQVXn8ugFmRWHKCfdzvNzZ1nwyXS6ZhX4J33ogh4EglYs+uBC88G2HpcgvlFaNNbWzqfiyKIlFbayYUFjz+eBSzGWw2CYdDIhgUPP/nKC6XzKJF5lFlNqc5/mRZorTExHHLLcgmeOTxCDYrFBXLzJxhwp0vsWuPiixLLJg/Vjf1cetyysytUzhlnY1IVPDcixEKPDLVVSaWLFSYN0dhMCAwmyRqq4evLWNT9yOxWiRmVppZuczKuWc4aGxO8O7mGJXlJhYvsLB2lY01x9tw2GUcDpnSkuH9K6UwepNJorjQxPw5Fk5abePCcx28/HqEljaVubMVTlxp49zT7Zx7uoOqmQoet4xzRCXtI03dBwIBJEnC6Uwf2XxUpErdj0QIgcpQrUqRshz8JItBbYQQJIhhwpw2Mj4imeWgNkLoxImhYM1scGQ/qI0udFTiKFgzGgZkP6iNEAKBjoScle7YiD6uR9CFjiyZkDENvec6qFCSiD6hRekK7sVqcmIzu7ApLhR5/MU2Hakieu9gM63d7+FxVVOYX0uevTQn3XQRvZqIsvOVn1NWt5ayujXIcvYD62QT0fe+8QImq43C1adlpZltRA8Qa2pn4A/PU/HNGzOumymiH4kQgu732thxzyZWfHktpSsrU66bKaIfi78nRv17Xhre81E+x8Hp11cl/S0zRfRjiYR0ejsT9HSq9HYkWLDCTu380fcYZBPRj0XXBfE4xGNDlQlVY5zRZ4roDxOPC8xmUqbqx5Iuoh+Jz6djs0kZ2+YPky6iH0l3j4bHLWO1ZtbNdlAbIQRtHRrlpaakqfqxpIroxxKPC3r6NCrLTVnt379q6j4YDPLII4+wYcMGtm/fTiIxZJA2m43ly5dz1llncfHFF//NGH82Rj8hjNHrpm/0ujRt9BMmQxv9RMmUup8o6Yw+GhrAbHFgVnLfT9kYfahpH46auUhZHuO5GD1AZEcD9mXpo27IzegPI3TBYLMX9+zClOvkavTZkqvRZ8NEjD4bsjX6XMnW6HMlW6PPhekavS5bo8+VqTT6lHtT13Xuvfdefv3rX1NZWclpp53GFVdcQWFhIZqm4fV62b17N4888gh33nknn/nMZ7jxxhsxT5cZGBj8nWLLS21iU0Fe7fxp1c/G5CeKJEtpTd7AwCCN0V955ZUsWrSIhx9+mLq6uqTrXHzxxQDs3buX++67jyuvvJLHH398ekpqYGBgYGBgkDMpjf4HP/gBc+bMyUpkwYIFfP/736ehYXpSZAYGBgYGBgYTI2UDS7YmP5K5c6cnRXf33Xdz2mmnccIJJ3DttddSX18/Lf/HwMDAwMDgWCOrBvVEIsFjjz1GQ0MD8fj4xz+++93vTnnBDvP444/z1FNPcf/991NRUcG9997LzTffzCuvvIKcoac2AwMDAwODv3eyMvpbb72Vl156iYULF2K1jn4cJJdHiCaC1+vllltuoaqqCoDrrruOO++8k66uLiorUz9SY2BgYGBgYJCl0b/22mv89Kc/5eyzz56WQqiqSjgcHjdflmU++9nPjpq3YcMGPB4P5eXl01IWAwMDAwODY4msjN7lclFbWztthdi0aRM33HDDuPkzZsxgw4YNo9b79re/zXe+852UafvpejadadCdrufSp+s5eqyZBxCZCNI0PEevO6anrKozyw6WciRhn55mKDENh4JQp6es3mjm/v4nQmc8c29/E6HIFMy8Uo7YpOSjVE6e8SNKTgWuaXo+X2Pq94ON6SnrdD2fn3mYq+zJ6jJw00038cMf/pDbb799WtLl69atY9++fWnXefLJJ7n99tv55je/yQUXXDDlZTAwMDAwMDgWycroFy9ezJ133smZZ56JLI/v1nTnzp3TUrjD3HXXXfz+97/n7rvvZu3atdP6vwwMDAwMDI4lsjL6b3zjG9TU1HDhhRficExPei0Vjz32GPfddx8PPPBAyo57DAwMDAwMDJKTldG3trby9NNPU1NTM83FGc+9995LKBTi8ssvHzX/0UcfNYzfwMDAwMAgA1mn7ltaWj4So3/xxRf/6v/TwGCqEUKQSISxWKZmsB0hBF07N1BUdwIWh3vyerpO2x9+heeEtbgWrZi0XqKzl4E/PovnkjOx1s2atJ4WV2l99AMqP74Ei9s+aT0ANa6hxnRsrqm87cnA4G+PrIz+0ksv5Rvf+AZXXnkls2bNGjdwjXFznMFHhRCCqBrAruRPmWY07udg3xbmVpwxJf1ECCHYX/8sfX27OX7VF6bE7H0HP6T9g+eRzRbKFp4yab14fy/h5gbylx0/aS0AyWYl+mE9saVzp8ToI+0+Gn/zDpFOPwu/etYUlBCe/rctDHZF+OQ967DlT83TFK882EPlbBsLT5y643GgVyXPJWO1GR2EGUyMrIz+m9/8JgD33HPPuGWSJBlGnyW60JCn+FGMuIiiCw2bPHXDskb1EN3xZmZZF01Zh0gh1UdLaDtOpYhZjiVToumLdbKv/w1CiQFOqfoMijz5R+q6fHvY3fYcQmhUFCzBZS+blN5hk29ve4cZM9ehKJO/x0VLxGjd/BR2TwWl89dNWg8g2tkKgLVi5pTomQvyMbldxJvbp0TPWVvMzEtW0Pr4B1SevwT3wsn3o7HkE1U88f828eDn3pkSs1fjOi/+vpuOxigX3FTBZV+qxKxM3px//I0+GnbHuOn/FXLWRc6sx4pPx/76BD+5Y5B/uMnJ6pMsU3aeP/1UhNrZZpYunbosSSQiaO/QmFM3tc+KxuMCi2V6O3z7WyGro3Dv3r0pX3v27JnuMk45utAJicC4eT69j0ZtJ5vVV/DqvTnrxkWMuBh+XlUIQUgfpEXdw5b4y7wVewohcn+WM6QPjvk/UdoS9bwf+Quvhx6mMb49Z02AsDasqwuN7ngzW4Mv8br/IfZGNjKo9eWsKYQgrPqPTHvjnXzg/TNv9f2JtsgeYlpoQmVN6LEj24YTfrb3PMfGjgcIJQaYU7AOkzSxC0sg0gOAqsXZ1foMO1oew2EpYM28Gydl8j5v0ziTnzPvE5O6oEYHewkPtNP54SvEwz5mrb4USZ5cxVHoGqHGfcQ6W5HMZqwlk6vYjMRSU0m8uQO1z0u8rXvSenXXr8FS4GDfz15FjcTpfefApPTmnV7JJT85ke69Ph783DtEB+O07xhAS0zseWuzReY7jyxi/WXFPP2rTm7/5F66moeuB6314zsEy5bLb3DjLjBxx7/0cvPF7XywMXJkWWvTxJ43b2vV2L0rwT9e08+VH+/juSfDJBICAJ9Xx+/PfR+oquD22wJ84vx+PnZeH7/9bQifd1jn4EEVVRU56254NcpJp/Zy+tm9/PTOAPsb1VHLDxxQU2yZns/98wBrz+zitu/7eXdTbFzZGvbnvm8TCcH6j3fytW8N8NxLYQYDo/djX79GT582ofJOBtNtt91221/9v04j93/3sbTLvXoP27Q3cUr5CARdegtN+m726ltoE/vxih4UrBTIJTgk1/CGafrVF0LQox9kW/w1Zpjn4Nf7aNX2sVfdQpO2k369ExNmSk1VeOSSI1G9lKGvfiEEBxN7aYhvpcxcTad6gIb4VvbG3qNXawUEM5R5zFDmYpWH2y0lU3pdXejURzbTp7aRZ8rnQHQHO8Nv0B5vQBMqs2wLWeI4BZd5zDjfGTr40YTKh/6X0YVGTA+xy7+BxtAWYnqEmrzlLPecTaltfMdLmTr4UfU473c9gUPx0Bb4kB29LxBSB6h1r2JF2ScosM0YZ6DCmtn442qYLY2/x2EtYnvzwwwEm6ktXcfS6ouxmpNnSDRH5qgvHO5lx7bfEov5aW97NyuTj+dnNuyBpm20bX0Of/tuimpXUrZofcZt4p70FQtJkmn59U+J9XRhslpJDPqxlpRjsqVuB1cL01+ohK7je+jPqP0+4s3thN7aSt6qJZgL03dcU+ROXwmULWYsBQ7antxO36Zmop1+ys+Yn3YbgBkOf8plRbUuSufls+VPjTS/10vHhwOoUZ2KxQUZdUuVwXHzzBaZ488sYOYcO2880cfLf+rBXazw6P90UF5jpWRm+qyT2xQZN6+ySuGCT7qonKXw9sthHrtvkPpdMeYutvDVa7s44WQ7BcXpjx+7NNoMa2abufr6PCpnmnh/U5xH/hTm6cciIMCVL/FPNwyw/gwr+e701xKrNGyOsixx1VV2Kipldu9SeeShKL/5vxD1+1ScTon9jRp3fDfAaadZcDjS65pHnCvufJnyCpmmJo1HHo3ym9+Fef7PUQa8OiUlJv73tyGeeTbKyessWK2pj3ezNPp/9vXrNB9UeeypCPc/EObe3wXZtSdBLAYV5Sauu7mf1jaN1SdYMZtT65pG6Hb3arz4SpSn/hzmgcfC/Pc9g/zl1SgtbSomGUqKTBx3agcul8yKJZa02RnF9ZW0+ygXJCFExipWY2Mj3/ve9/jggw9IJMbXcqb7OfpcOMfyqaTz4yJKvbaNTtEMgAkzGkMHvx0nhXIZRVIZBVIZFinJyZiiZ7yYiLA3sZkevXWUroxMgVxGsTyDEnkGdtk5btt0PePF9DA7Y2/Tr3UgY0KgIxDYJSdl5hrKzTW45MKk5pHOOGN6mO2h1/CqnUfKKiFRosxihmUexcpMZCnFSZimZ7y4HuUD75/xJTqRMaGjYTe5qHYsZ4Z9IWY5tfGm6xlP0xNs6X4Cb7QNCRmBTqVzEXMLTsJudqXcTs9PnyIXQmfrgQfpDw5FhVbFxdJZF1HorEm7Xbw4cxPJrg//SG/P0DkxY+Za5sy7IGMkH5yRuQLR+Pp9eFt2AJBfOZ/S+evwVKVvBgnUZM4gHPjF90kMDGWwnPOXMOOqz6RdP1oXy6gZ2PAeA/c9eWS68idfQykpTLMFzK1KH/WH27w0/XETXX/Zi9AFZqeVU5+4OWPFdlVRS8by1m/o4PGvvofQIa/Yyi3PnIPFkb4CusTelnZ5f2eMe77WxJ5NQ9lDd7GZ7z2xmIKy1L91ldKfVjMa0XnkN37+cI+PeFSgaVBQZOJnD1VQXZdat1BO3TOergtefyXG7+4N8v6mOFYrxGJQVCJz128KWbIstW66nvF27kzw8EMRnnwigt8vcDgkwmFBebnMXfd4OOGE1Lq2FOdLe4fGM89FeObZKFveH/KivDyJUEgwa5aJu+70cOKq5Lq2FM2mPr/OK69FeemVKC9tGKpAyDJYLRKRqGD+XDN3/VcBq45Pfv1L1jNeNCrYuCXKhjejvPZWlK3b4+g62G0SsbhA1+GE4yzc+f1CjluWXNde0Zx0/kTIyuivueYa/H4/V155JS7X+IvrJZdcMmUFmixjjV4IQbveSIO+A5XhkfdsOJhtWkyhVIZdGm/C4xhj9EIIOrQD1KtbR+m6pSJqzEsokssxSekvFKmMvlttYXf0XRIMX1BLTVXMtixPae6jdFMYvVftYnvwVWJiOI04y7qI2bYVozICKUlh9GHVz/ve5whrviPz5jrXUJO3InWlYWR5Uxi9pifY2v0U/dGDR+YtKjqLWfnLMmpmMvr9Xa9zoPvNI9PVJWuoK1uP2ZTecDMZ/aC/la1b7j4yrShOFi+7Bo+nJu12mYxeCJ3tD9+GGhuKegtrjqPmpE8im9IfY9kY/cHf/YLIwQMgSdTc8jWsJenbv7MxeqFqdHzjv1G7h4yr6tffQbakz7JkMnqAtqd3sPfODXDoqnXiL68mf15p2m0yGX2oP8qjX9lIxw7vkXnrv7CIk25Mny3IZPS6Lnjv+QF+dWsTifhQgeetdPLv989P2XafyegP07g3zucvaycSHtItKjXxswcrqapNvo/TGf1INm+M8fl/GCASGdK12yV+fFcBp52Z/BzNpgvcaFTwzNMRbv36IOqhxILZDP/xTRf/cIMj6fUsldGPpL1D48GHwvzov4a7IpZl+PIXnXz1K04UZbRGKqMfiaYJ3v8gzn1/CvGHh4avk5IEn/usk//4ej55Y7IR2XSB6/PrvPFOlHt/F2DDm8O/hSzDTde7+PbXPbjzR+tOpdFn1Ua/Y8cOfvKTn3DddddxySWXjHv9rSKETqteT5/oxC0V4pFKyJcKceJGxoQdZ3YmPwZNqDSoH9Ci7cEq2ciT8nFILhySCw2NPCk/o8knQxUJdkXfZnv0NTRUzFiwSHZsUh5xEcMqJT8pMiGEoDm6k82B54+YvAkzNimPsDY4qRsEffFu3ht4fITJS9hN+QTUPnQxsbYzAF2ofNDzzCiTdypFBOI9xLXx6c1c6B3cP8rkPXlV2C1udDG5/rWFEBzY/8KR6ZLSpRx3ws0ZTT4bIr7uIyZfuuAUak+5OqPJZ4vZOXSHeP7yVRlNPlskswnPZecMfXbYMpp8tsy8cBlLv/VxJGXomPVua520Zl6RjavuPol1N85HsQ3pbvxtPWFv5gpNOjRVIJsljjvDg3IopVy/NciDP05fQciErgs2vhambqHlyM1k/T0aX7mmg47WiR/DQgjefy9O5UzTkTp9JCL40j8O8NAfJnZvDQzFB42NGjNmmMjPHyqvqsJt3w7wpS/4CYUmdk9EeZlMW7tGdbWJ8jKZAo+E1Spx58+DfOLifhon0HZvMkksXWyhf0CnrtbMnNlm5taZmTfHzIY3otz4hQFaWnPX9bhlVp9gJRDSWThP4bhlFtausnLaSTYOtqnc8RMfA97pa7vPKqI/44wzuOuuu1i4cOG0FWSqSJW6nzR/hUFtdKEDAonx3QznpDsmoo/pEYKaF0WyYpFtKJJ1QhWRsRF9XI/QEvoQq8mBw5SP3eTGbnLmXHEYG9HrQmNX38vEtTBuawUeWwVua3lOd9WniujDMS/vNfwGu7WAcs8iyt0LsVmyfw49XUTf37+PD7f9Dk/BbGbPOY/8/KqsdTNF9N173qR185PMOO5jlC85M+vjI5uIvvuFJ/C//w61X/gGijtz23Q2ET0MtdV33XYXejzBjB/8S8b1s4noDzOwtZXt33qGgmUzWPGfF6VdN5vU/WGCvVHe+tVetj3ezAmfms1ZX0udPcoU0Y8kEtTY+qqPjc8PsOMNP5/78WzWnD++KSPbiP4wibhg/54Yuz+IsWtbjIFelX/7USllM0af39lG9IfRdUFfr05ri0pri0Zri8rp59jGpfEnMqiNqgp8Pp2BAYHPq+MpkJk3b3R5s4noM/0PVQWbbVgnm4h+IkzXoDZ/9dT9ww8/zDPPPMN3vvMdqqurU44c97fA0Wz0U6Z7lI9epwsdCWlSlZ1URt8XaMRhKcRhzWxoybVJMjsAACAASURBVEhl9ELo7N3zGGVlyykonJtz2TMZfePr95FfOZ+SuWty0s3G6PvfehktFKL03PSGeZhsjR4g8mE9/mdfo/zfbsq4bi5GDzBY38POO55nzW+vQ07TTp+L0R+mvznA27/ax/ovLMQzI/lvnovRjyQ0qLLr3UFWnuEZl8LP1eiToSYE5jFp61yNPluma/S6yRp9ck3D6NPysY99jNbWVjRNQ5KkcUZ/NNyMN2kMoz+6hqnN0EY/UVIZva4PnRtSFvckJCOT0f9/9s47vI7yzNv3zOlFvVrNVW7Y2MayDTbdpgdwCCXUhLIk2SWw2S/AbhJYZwMbUgk1CQuhmGpMMwZT3W3cuyXLktXrkXSOdHqbme8PIdvY0jlHOiNiw9zX5etCp/w0jGbm977P+7zP42k/REre4Es+J2L0nordWErGorcltow1GKNXFAXv6i2knDcn7mcHa/QA/uZudCY9puyBj30oRt+HFJHRDbCePlSjj4UaRt8fmtF/u40+4Ta1GhoaAyMmuZ89HkMx+USxT5w65AFKPARBwH7OrGHRBrAWDk+v+T4GMnkNjZOJhIz+RE6409DQSI7hMvnD+ifwUp+GxreBAe/Am2++eVAh+Z07d3LTTTepclAaGhoaGhoa6jDgjP6ee+7h5z//OdnZ2VxyySWcc845FBV9tQ52dXU1mzdv5u2338btdvPwww8P+wFraGhoaGhoJM6ARl9WVsayZct46623ePHFF3nooYcwm82kp6cjSRLd3d1EIhFGjx7NTTfdxNVXX43RqE4HKA0NDQ0NDQ11iLlGbzQauf7667n++uupra1l9+7ddHV1IQgCOTk5nHrqqYwcOfLrOtaEEIZrsDEcWfcqFRE5TtcwTP21zcOTda/Y1OkvfjSSfXiONWobnqQ7Sf2NBwAow3C4ijQ8Hb/c4eH5m7WH1GsZezSZ+qFt0YyFQRimoin67vifGQIyyRUVGojIMJwHWRyec2sYQqOyRFDzqZjwPqzRo0czevTxDUk0NDQ0NDQ0Tly0dFgNDQ0NDY1vMJrRa2hoaGhofIPRjF5DQ0NDQ+MbTFJGL8syLS0tah2LhsY3Fl9PK4qKSTvetlpatnyIFE6uk18fYWcXdU//AX9NlSp6sj9I28NP412/TRU9AMeK3bQv36maHkDXQScJVAHX0DipScjoFyxYwDvvvHPc606nk/nz56t+UBrfTIbjgeoOtBGR1KvjrSgKB2tX0OrYpZpmwNvB7vVPUl/xUfwPJ0jH3rV0VmwElaraRbochNtbEVTaXSJYTEQaW4k0tKqiB9C9uZrmxeuQw0Nvf3w0LVtaee+m96laXq2KHkB7tZfn/20nAXdyLY+PRlEUyrd4VNM7Wlfj20FCT4mmpiYeeOABfve73x13cWgXS+KoOaPrwyd1f9neVj16Ig5aAgdV1ewM1LOh+SX8EfW2+TS7drO55gUOtn2uil6vyX9IY8tGvD51DEqWo1RufxVR1DNi9FxVNMNeF911e8maMAedQZ0taeGuDgAMmdmq6AmCgD43i4hDvSYteVfMJNoToGt1hSp6+TPzyD8tj01/3EJPg1sVza6mAAfWd/J/d25Xzew3f9zNohureOZXDURC6tzr0ajCT69rZclz3UiSes/w/XvCrFjmR5bV9YWqg1HVvUaSlG+NfyU8HXjyySdZvnw5d955J16v9/DrybQSPdGQlCht0Vp2BVcjKerMGhRFoTPaxE7/Z+wJrFFFE6A74mCn+xPWu5bQFjqkiqYv2s0u18d80fkmBz2bkJXk952GpQB7Oj5iW9tbyIpERE5+9i3JUfY3f8C+5uWkWYsYl3dO0pp9Jt/UuoniEWcwbtTFSWsCNBz4BG9PM+OmXY3Jok4Dls7yjQBknzJPFT2ASFcngtGEzp6imqY+L4toe6dqeqkzRmIuyaL9ve2qPKBFncjZvz4LUS+y5sG1yNHkTXTyuTnc/Og0mis8qpn9rAXpXHFHLp+90cmDNxyksyWctKbfK2O1Czz5kJOfXNVCVbk6++GXLPZx/09dXH95B5vWqxNpa2uTuOKSTq68rIsPlgVUG5i8+lqACy/uZPHLfnw+9SZLv/zvHp5+xoujY5hqIgyBhI1+6tSpLF26lK6uLq655hrq6+tP6L70sfDLHnxy7wheURRcUjv7QxtZ43+TPaF19Midh98fDM5o2+EHUFgOUhvay3rvW+zwf0q31IFNTB/SA6o70n74WDvDjWzpeZ/NPe/ijLQwxjKdLGPhoDVlRcIT6Z1thSQ/5T1rWd/xGo5gHWNsM5mXfR3iENovBqMewlIARVFo8VawrukFWr0HGJM2m3mFN5Nmyh+0JoA32DvjDIR72FLzIk2uXYzKPoOyUTdg0ifWXrU//IGu40y+dPQlSQ1gIyEvUjRMd2c1TdVryCuZRXbB1CHr9RENepGjETorNpE28hRMKZlJax6+Xp2dGDOzVR24G3KziXY6USRJFWMWBIH8K2fiP9SOd38zkR5/0pr2PBvz/usMOsu72PFM73KNp8Ub51uxmXJ+7nFm39MeJOwf2uRBpxe46f4i/uOJ0bQcCnL/wgp2r+t9PjVVDS1HIzVdx++ey+fBx3Jpa45w5xXN/PWRLoKBXsM7VDE043/wkXR+86d0XE6ZO2/s4kc3dVK+t3dg4nJKtDQN/hxkZIgseigVv0/hnrt6uODcTl5d7CcU7L2myvdHCAYHf31lZAhEo3Dff/Ywo8zBL3/VQ+XBIwOzjV+EBn3dRiIK23aEefB/3Ewta+f7t3Tx7vuBw8enKAqr1w5Py+BY6BYtWrQo3oeeeuopbrvtNnJycrjyyivZvn07jz76KJMmTWLFihXcddddX8OhJsbL//tuzPcd0QZ2BFeSocuhNVpLefgL6qMV+GQ3ufoSJhhnMtE4C7N4TD/zGIMaRVFojFRwILiJDF0eVaHtlAc30CU1Y9dlUGou4xTzPLIMBV95kMZbD1UUhUrfJhyROgD2elZTF9yDgsxYy2mcmnI+OaYS9MJXK+HF05UViV2uj4gqYbrCzezu/pieSDuF1knMyLiEPMsYdEI/tZT0sesrReUQW9uWYtGnUulcQ23PNlIMWczM/y4F9kkDDxziVAgMRtxsrX0ZmymL7fWvE5b8TCteyMisWQMak2yOXwuqx9NEVe0KPL6WhE1essbXbW/YirNtP40HP8dgsjN59g8Qxdjfi9jjD5rrPn8Zf2cz3tZqis/8XkJGH0mNbdyh1ia6t24kUFeNMXcEhsxsRLMl5jUUTYs/UwnVNqGEIwR3VSDaLEQaWzGNLor5HXtK/AeguTgLx/KdhDvdOJbvJPuCqQi62Ocu1xLbuDPGpONt9VLx5gH0VgMH3qpk7EVj4h5LjnFg3dzRNkZMSGH9yw1UberC3xOhudzDmLLY1fTSdQMPXorGWZhzYTo7Vrn58AUHogir3+rCbBMpGBO7tKK9n370giAwZoKRS69Jwdkp8c5iDyuXexldamTRTx1MP91MVm7s69Z8TAU7URSYONnItTfZSE0T+Oj9AK8876OuJkpKmsi9/+bi/IvMpKTG/psZhCMGq9cLTJlq4MZbrEycZGDf3ghvvBZgyesBIhGFhnqJP//By4KLzFgsA1/vxmPu6/HjDfzgFitnnWXC45FZ+laAfzzvZ+PGMBaLwOtvBPj4kyDnn2fGYBhYV8eR93Q6gZtvsHHFZWZsVpFVa0K8+kaAZ1/wUVcvkZ4u8uOfduPqlpl7uhFRHFjXmvr/Yp6jwSAoCQxZJk6cyIYNG8jKyjr82qOPPspzzz2HJElUVKizZqYGF9l/0O/rsiJRFd5BffSrx5op5jNCP5Y8/fGG+RUGePDJikRF8AuaI0eylXXoKTCMo8g4gRTdwA/jWCVwZUVir2cVbeGaw69ZdWmMtkyjwFQac7YdqwRun8k7QnWHX8szj6E05XTs8Up6xiiBKysyO9rfpTPQq6sTDJRmzGNk6vS4bVBjlcBVFIVtda/i9PXq2k05TC/5HjZT1oDfAYimxX7wKYrCzv3P4+qpBUh4Jh/Kir8mvmf907idvcc7ec6tZOROjKvry48fPSl//beE3J0Ioo7syXPJnnwG5vS82LqFsX+vFPBz6JFf9f4gilhKRlN867/F/E6wOH7ouOeDVfS88ynIvTPErB9dj23OtJjfyS9wxXxfDkVofnkDro1VBJudAEx74UeY8mMviUzJbIt7vP7OAO/euIygK4ioF7l+xbWY0mL/rSfZ4udx7FvpYPHPdiNHFcx2Pf/50ZnYMgYu0z3SGH+pI+iT+NsvG9j4Qe/5SsnQ88flk8jIHfi+z0+gBO72jQH++IsOmut7Z91ZuTr+9k4heQUDm326GHvm7+6Ref5vHl75h+/wrLagSMc/3simoGhgXWuMEriKorBpY5i/Pe1jw7oj1+LYcTr+8VImhUX930u2GKYK0Nkp8drrARa/4qex8cjvnzpVzz+ezaSosH9dAzEmBpLCug0h3lga4IMVQfyBI3Y793Qjf38ygxED3PtZhc0xj3cwJBR7v+uuu7BavzrD/dnPfsbDDz9MWVmZagczXARkL1uCH3/F5A2YmGdZSJnlQgoNY2Ob/ACEZD9b/Su+YvJ2MYOzU65jkuWMmCYfi4gcYlvPh18x+RxDCWemX0OReeKQQurQv8mXWKcwPf3i+CYfA0VRKO/6/LDJA4xMnZGQycejvmvzYZMHyLSPwqBLvjC8s7v6sMkDeP3tBILOpHVDge7DJg9waM+7+D3tSesqikLY1/uwVmQJRZbimnwi6CxWdLYvlz5kmYx55yWtCZBy7hwEw5EHuSE/+SQ/0WTAPqngsMkDhBzJJ9FFfBHW/Xo9QVfvrFeOytSvbkhaNxyQOLCmA1HXawRBb5TPn6mN86346A0Cp85LwWTpvbc8rihP31+XdALczLkWfvbrbPRfPgq7HBL339aGzzP09evUNJF77k/jkcePPF9amiRuu65zSGF86I1EnDHPxIuvZPLAoiM5JYeqJa5Z2EX5/qHlRWRn6/jpXXa+WJ/DD2454nd790a55LJONm8ZfG6ETidw7tlm/vp4Bvt35nHWvCODvI2bwpx3UcfXEspP2OgtluNnXVdeeSWLFy9W/aDUxBFtYHNwBUHFi1VIJVXMJks3gkxdPm556BnBPVIHm3zv0yN1oEOPVUwlQ5eHXUzHLQ09ASkoednSswxXtHe2YBDMpOvzMIhmPFLsGU8sjjV5ER1phjxAICAl97Cs7dlGk2fvlz8JpJtGIAo6QpIvKV13oI2D7asO/5xuLSbVnIcoJte0R1Fkqus/OfxzRtoYxo28EKsldpQgETqadx/+7/Sc8Uw/525sqUPLSziaaNCHIvU+GFMKSymauzBpzT4MWTkAGHPzsZVOUkVTtFmxnzvn8M/6PHWy+TPmjqfo1iPJl+GO5LedGWwGLvjLfKbffurh12o+S96QjRYdF941jlkLCw6b/cbXGnA2J1f7QNQLZBcYmXl+GvovQ8q713v46KWOpHTDIYXmhgizz7Ji/jIEXlMZ5r/vaicaGfogIhhUOFAeYe7ZJlLTenWTNXsAj1umoV5i3plGCotEBAEcDpnrr3Gycf3Qkws7OmTCIYVzzjEycYKejAyBzk6Za67rYvHLQ88LaWyUyM3RseB8E3Nm9WobDPDDO1389g9uVXc/HEtCofuTiWND95IioRviDPgrHBW6VxSFHqkTg2DEJFqHFA2A40P3iiLTHDqIiA6bLg2rLg2DOPjtU8eG7hVF5pB3G0HJR5oxlzRDLnZ95uAjA/2E7tt8B6noWkW2ZRTZllFkWUow6gbXd6m/0L0kR/ji0D+ISAEK0k+lKGNa3HD90cQK3bc5drO/ail2Wz7jRl5EZvrYhJPQ4oXud619Am93EyUTFlA8fn7CEY14oXt/ZxOVbz+KKS2H8QvvRm+yxvz8Yd04oXuAtndfx71zC/lX3UDqtPgRukRC9wBRZw8t9/8eXaqNwj/9Iu7n44Xu+1AUhZo/fUjXZ/so+uHZFHz/jJifTyR030fj+ibW/Pc6Iv4I3//gGiyZA1/LiYTu++io8/HR49Xs+bid064YwfW/7T85M5HQ/dF4XFHWLXOyamkXzYeC/PbtCYycePy1kUjo/mjCIYW924JsXuNn8xo/U2aa+fnDxydrxgvdH4uiKDQ3SuzbHWb/ngg9Lpn/+GUq6Rlfvf5jhe4HIhRUqK+PUlcr0dwk8d2rLaSnH7n/4oXuY2qHFBwdEu3tMhMn6LEflVMTK3SfKJGIgij2RgD6UDN0/403etXQ2tQeZ/SKouCLuLAZMpLK1u7P6B3uKkAmO2XckJYqBjJ6WY6yq3wxBXmnkZc9ddBLC7GMPuDrYvfaJ5gw83oycicMSjee0XfX7aNhzeuMX3gP5rScxHUTMHrn+pV0b1nP6Ht+mVDBnESNHqDruTeJOrvJu/df4n42UaMHkMNRDvzn61jH5DLqrgtjfnYwRg/gafaw8j9XM/7KUiZdPXHAzw3G6Pto2NPDisequPy+CRRMOH4r42CNvg9FUajZ56d6j58LbzjekAdr9MfS3tKbTGe1ffV+GazRJ8pQjD4eyRh9LNQw+v7QjD4GmtFr/ehhYKOPRoOIoj5uFvxAxDJ6l+MgFns2ZuvgczPiGX1n+UZM6bmkFIwbnG4CRu+t2Euk20nGGYnVIxiM0Yeb2/Gu/ILMm+MvNQzG6AEi3T6aX93IqH+9IObnBmv0ANGQRN3ndYy7dOyAnxmK0cOXA2RXBHvm8Ul5QzX6eCRr9AOhGf3JYfRDe9ppaJyk6PXJJ/INREbu+GHTTh87A71J/QERgKmgCOuY4Tl2Y2EeKfPVqQh4LIZ0G0W3nDUs2nqTLqbJJ4MgCP2avIbGcHFSVbxZunQpc+bMif9BDY1vGMNl8gCGtAxE0/BEawAMBbnDpq23D9/ATUPjm8JJY/SNjY088sgj/+zD0NDQ0NDQOKk4KYxekiTuu+8+rrvuun/2oWhoaGhoaJxUnBBGH41Gcbvdx/3ra57zzDPPUFpaytlnn/1PPlINDQ0NDY2TixMiGW/Lli3ceuutx71eWFjI448/zrJly1i6dCn79u2LqzVcmezx6rwPhZMuO94yPLqyVf3EpGgCNemHQsQ6PGNjyTg8mbuybhg21UjDc6zB8PDcD12hxGoODJZ2Y6rqmtZhymLXCeq3yAaQSK4B0IC6/dTmTxZZVqcj6bGYhOHZuJZ8+a4jnBBGP3fuXCorK497PRgMcvXVV/PQQw9hs9n+CUemoaGhoaFxcnNCGP1A7Nu3j8bGRn70ox8BvWv1gUCAsrIyli1bRkFBwT/5CDU0NDQ0NE5sTmijLysrY/fuI7XDN2/ezN13383mzZv/iUeloaGhoaFx8nBCJONpaHyTkWWJaDi5RibH4qmvINCpXuWssKOdzo+XE+keeuOkY+lZ/jn+HfHzahIl4vTgWrlHNT0ARVYIe4ZnXVxD40ThpDL6OXPmaLN5jcMoioLHn3wL2KMJhzxUlr9NNKKeMXcc2sTuDx4h5Eu+DS582RhkzVu0blyuih5AqKWJ7nWrUMKDb8U5EN51m/Hv3K+aXvfa/TT+ZRmh5qF3nTwaRVHYcPd77PzflaroQe/AYdOzFdRtHHzZ3Vg4W4L43cOTTKbxzeekMnqN4wlL6s4UAdp91QSj6mbTNji3s6/5A9RqraAoCpUNK9i8/++qmb0iS5TvfR1H606CQXVqg0fDAZr2fYIlNRejNSP+FxIg4Ggi7HaSPm6aKnoA0Z7e/199WppqmrqMNCSXejXW0+b1ttDt3lChip4gCOTMLqZtfR2dO9WJjkRDEhUrGvngF1voaUmuTfNhzbDME7ft4cl/2aOq2a99z8lj/6+eUFC9jHxZVvhwiTuptrb90e2ShrWN6zcdzeiPoSfaSX1QvVkIgC/aw273Z7SFalTTDEo+9rg+ZZ3jZdXMPiqH2Ov4iJ3t71HbvVUVTVmW2N+ygorWjwlFvchK8s0q+ky+sX0zxbmzsFvUKbFaU/0JPa4aSictxJ4yQhXN1opVREM+SqZfnlSHv6PpObQLBJHU0f23Oh0KUXcPotmMaFKvpKw+Ix3J1aOanjEnDeuEQnpUMnqAsdeeijnHxr6nvkCRkzcSg0XPlX86Ayki8/69m4iGk7/e9UaRhfeOobHcq6rZd7ZGWPueiwdvqKarTZ1Izta1fv5wv4O7rm6i4ZA6moqicP+/Orn5Sgf7dqkXcXK0S9xwdRfr1oRUm4AArFwZ4oPlwRNqYKIZPb0XUlekhW2eFWzyvMeh4E6iSvIXVFDyst+zhg2uN+gI1ROW/UlryopMnXcX6xwv0xqootg2BVFIPqfSGWhifdNLNHvLGZM+mwlZyRcnCkd9bKt/lSbXTkZlnc5pJdegG2LXuD6ONvmSvNMZX3KxKgba0b6Ppvq1jCicTX7BzKT1AEI+F60H15I1cgb2rBJVNBVFoad6N/biUvQW9bacRnu60aelq6YHfTP6HlUfomnzJhGsbVctfK83G5h05xx6Kjto+qxKFc3MUSlc/Osy2va7WPX73fG/kADT5mdzx18mq2r2V/04j/ueHkVTdZD7rzrIwV3JRyDmnGvjv5/Mp7Uhwr9c1sjbL3QjqzCAWnidjY42iVsWOvif+124nMkPoJqbJFqaJW6/2cUt33exa4c6g4iXF/v51590s+D8Tt543U84/M83/G+l0TvC9YTlIIqi4AjXs9nzPtu8K/BITkotZZyVdi16YXBFXBRFoTVYDUBYDlLp3cQ65+s0Bw9SZJ7MWVnXU2KZMuhjlZQoncEGAJyhZjZ2vM4B93rSjfmcmXs941PPQC8OvtCIP9KDP9KNrEQ50LWGLa1vICAwp+A6xmeeNaQe8ADd/t4QqDvYzhc1L9ATaGFq4RVMyD9/0L3fj8brd6hu8lI0RDjsxe/roHL/UlJSCxk34TtD1usjGuod0DXuWQEKFJ96SdKa0Lu0MBxhe/jS6FNVNvrMNJRIFNmrTggbjg/fK1LyYefiC8eTVppNxTObkUJRwu7ki7WMX1BE2S3j2b20hn3L6noHaM3JnYf+zL6jIUA4OHTTm3NhOv/7ZikGo8iDN1Sz+p3ePJJkTP/cy+w891EJ00+38MSvO7nvlhY6WnsHJjs2Dn6yIwgClyy08s6qfG64zc6yN30sPLeNpa94kSSF2uoI9TWRQevOmGnkk9U5/GpRClUHo1y70MlP7nBRVdmrteqzID7f4K+v/3s2nSefSsNsFrjvXjdnn9nBc8/68Pt7tZa84Vdl8DMYdIsWLVr0tf7GYebl3y2L+X5j6AB7/Wsxi1b2+9fREC5HEERKzTOZajuHLEMBuv5MThzYpBRF4aBvM43BcqJymD2ez3BGWsg3jWN62oUUmEvRC8ebsRCnx72syOx2fYwn0okjWMsB93pEQc+U9PmMTzkdo26AjmZxqvhJcoRtbUuRFYkDztU4/NUUpUzltPwrsRlirCMbYuuGol621r6MQWdmd+M7iIJI2ajryUmJ3e5TMcbWdftaKa97D2/AkbDJS+b4AxVH6y46HHtpqF2NLEeYNvMODMbYs+SoNb5u/c73CAe6aa1YyYiJ55BVHN+Uo9b4A5bGT14h1NNJwNFE0fnXIRriD0Yj9tjvB5saiHQ7cW/bjLmoBFNRCYLeEPvc2uM//KLdbpRAEP+2vZjHjyHS2IqhIC/md8z2+DMqnc2MZ8chgnUOJE8A0WzAkJUS8zsZlthLW4IgYCtKo/at3h0C1a/uouTSiXGPJcsU27RKZuXQuL2DPW/VYLIZ2P9+PeMXFMU+Vn1szfwxVgon2Fi9uJnKTS5cLSEcdQHGnhY7t8KuG3hnQXq2gbOvyKByp5/lz3cQ9El8/GonmflGCkbFroZpEfv/m1ntIguutJOZo+fDJW7ef81NWobI7+51MHe+jYzs2Pe8WTg+YmE0Ccw9x8z5F1so3xtmyUs+1q0MEo0oPPpwDxd8x4rNPvBz2thPdUCdXmDaDCPfv8mC2Syw7N0gL/7DT2NDlPL9UV5b7Ofiy8wYY1Su1B/zligKTJhg4MabLEyfYeRgZZRXXw3w6it+QiF45WU/u3ZFmL/AhE43sG5a6s8HfG+wCIqacbUTgIsz7+j3dUVRqAnuojq44/BrNjGdMeZTyTeORYw32xzAPBVFodK3ifrAkW0/OcaRlNpmkaKPXcQwVglcRVHY37OKJn9572cRGW2fwRh7WfwZfIwSuIqisKfjQ1q9BwAw6qxMyb6QXFv83tuxSuAqisKuxrdweA4CkGYpYEbx1ZgMcZwGkG2xHyY7KhfT1dMbLUl0Jh9Oi2+CO7f+DXd3PQBTpv+ArJz4D/dgVvzoyZ4P/0DA3d47gDzzh9izijGYY5tRIDt+tGPf3/8TORJGb00hdcxU8mZdiMEWuwyrPz/27R12tNPwxB9AUdDZ7Bhz8yi8/V9jfycvfti4Z/nneNdsQup2gyCQfu1lpC6I3Ts+Pc8T831FVmhbvArf3nr8B3sjR2Mf+QG2ycUxvzc6I3aYXwpF6TnYya7fr8ZT17u98MK3bsaSG/vaLU3piPk+gK8zyAvXfELAFUZnEPnxp5dhSR/4eh9tiq8JsPvzTp7993LkqIIlVc//fDIba9rA12a+IX6uRDSi8PxDzXz0SicAmXkGHv1wAva0gU05Uxc/abepNsz//kc7Fbt6BxsFIw387b0iUtIGHjSnxymBqygKH70X4M8PddPZ0WvgpRMNPLckh5S0/u8lWz+Dh2NxOmX+/pSXV17yE/5ybDRjpoHnXsrAntK/rimBoOLWLWGeesrHqpVHBlznnGPkr39Px2brX7ekqDW+cIJ8K0L3iiJTEdj4FZPXYWCK7WwKTKXxTX5AXYUDvo1fMXmLmMIE2+lxTT4e1Z7Nh00eINWQTZF18pDC9EdT17P9sMkDW1I01QAAIABJREFUpBizsRqSD9m29uw/bPIAetFIWEo+J6Grp+awyQN0exvwBRJ7GMbC73McNnmAqgPv4vM6ktaNhgME3L27ABRFpqViJYJOnRrucrT3QRX1e9CbrHFNPhEMWdmHI0uSz0vq7LlJawLYz56D1BeyVxSMhcknNwqiQMqMMfirjmTIy5Hk16pFo47WdbWHTR7AuT/5nRxhf5QVD24l4Oqd9UoRmYoPG5LWDfqibP/wyLUacEf55P8ak9YNBSQURUH80n+d7RH+8ZvkdyOkZ+mYMvNI9LGlPsLD/96eVLKaIAicc4GZsxcc0a06EOGeOzoJBoeum5kp8tOf2TnzrCODsZ3bI9x6kwuPe+jLRLNmG/nzo2mcMuXIoGnNmjDXX+eiq2t4+hAczTc+dC8pUXb7VtMarkaPAbsuk0zDCHINJegFA1YxNbF13mNC94qicMC7gYYvM/QtYipZxkJyTKMwimYsuvgz2YFC9/Xe3Rz0bALAIJjINo8k1zwaiz4VozhAuP5oBog+dAUa2NOxovd3oyPHOpp8+wRSTXnoEhlADBC6D0Y87Gh4E1npfehm28cyMmsW6dbChM7tQKF7RVHYe+hNQpHemV5W2jgmllxCii0/rma80H1D3VrcPb1Gn5E5jinTf4jFmhlXN17o3u2ooau+d0CZkjuWiWffgd4QP5M9XuhekSUcWz8BwJJTRPEFNyDEWE7qI17oXhBFfOX7kDxudKlp5F55dVzdREL3oslIpL2TSFPvrCT92u8gGmNHWRIJ3Rvz0pGDEfwHmnp1z5yMqTD2oDqR0H1OWRGKrNC1u/d4Lbl2cmfHjhTEC93rDCITLixGiki07O6NKng7gky7esyA90W80D30ZuGPm5VGNCTTWOFFkaGx3MuchflY7P3fS7FC930YTSJZI4woMjTXhIhGFOoPBBk9yULh2P6v4YFC90cjCAKC0Kvf3hIhFFRorosgS3Da3P4bDvUXuj8Wr1dGikJKqoDXLeNxK7Q1Sxw6GGHBpRZE8avnuL/QfX+0tUoIokB2roiiQLdLprVF5osNYS6+1IzZ/FXdY0P3A1FdHSU1RaS4WIfNJhIOK9TUSHzycZDz55tIOyYSoWbo/oQugasGftnNSNNkJlvPwChYVNvi5Iy0YNbZKUv7Dqn6bAyiOp3dOoL1dIYamZA6jyxTESn6rKSS2PrwR3rY2/ERebZx5NlKybWOQa/CMSuKwv6WDxEEgVFZp1OcOQOrUZ394g5XOW5fC6m2QkqLLyAzdbQqurIs0d66A0HQMab0YgpL5qpyjgG8Xb2Dh9S88Yw/64fo9Op05uubzQt6A8UX3oSoU+/WNeYXEGppIm3WGXHzRgZDyvlz8W/agS49FZ1dvR0CeTedg2dXDcHadhQVZvTQa0aT7piNqBc58NxWXCrM6KHX7M/591MZPTefD3+1lY6DPbSXu8g/Jf6gMhYpmUau/sU4zr25kOVP1LH1fQcfPlnHjQ9NSEp31EQLP/pNMTfdV8Cad5x89Eonf/tVIxNn2kjNHNo1ZzAKzDnXxpxzbfzHwzns3hJg7QofK950UzrFxNkXx58U9UdGpo5Lv2vl0u/2DhZamqJs+yLElo0hnnvKw513pwzpeV8yUs8NNx/5fw2HFCoPRNm/N8KKD4Jcd8PQfGTqVANTp351QuXxyNTWSDQ1SRQX61Tzp2P51qzRJ83X1KZWUZTk/9j9rNF7w07M+pSkQv/9rdG7A214Qg7yUyclFhXoh/7W6GVZYnfVaxTkzCA3Y/Kgz0msNfpOx35qqz9h0tTvD3q/fLw1+gNrnkUASs/8AeIgQvbx1uijAS/lzz1I4blXkzUl8fB6vDV6gO4v1tH50fuMuvcB9PbYuQSQ2Bp9H23/+ySi3Ubu3ce3oT6WeGv0RxNs6KDqZ89S9NPvkHFu7HoC8dboj6XqlZ0c+MdWLvvodkTDwAOfRNbojybQE+aT32zHmmHigl+e1v+xJrhGfyyN5R7ef6yO7947hhHjjh9UJbJG3x+KorBvkxe3M8q8y44fwCeyRj8QkqRQWxlm7CTjcfd3vDX6ePTZ2tG6iazRD4VE1uiHgppr9N/4Gf3JxnCN6OzG5GYQA5FqySfVEj+UPlgURWJa6fWIonozzD4EQeS0OXehU2ntvA9FUTCaUxlVdpWqM24ARYqSMnIymaecoaougCm/gJSp0xMy+cGScv48Ii3qlikGMJfkMOKH81Eiye+nPpbSG2cgGkR6qrvImKROMSYAS5qRK/5wOlUrW5AlBTFGxvVgKZ6cwr/+farqZXIFQWDqGepfFwA6ncC4yepEQo9luJ6jJyua0WuckOh06oS8+yMrZ9LwCCsyo2Z9b3gGJzo9RfOvG5YHmDF/BGmnn6m6LoC1bCqhQ8knDfZH1ndmEWrsHBbtsddOQwqpPwMUBIHx8wtV1+3Dmqo90jWOR7sqNDRUQhB1DNc8Qm8Z2jpmIugsVnRF6lTuOxZBr8c8If7WzSFpCwLmkpxh0QbQmbTHo8Y3g2/F9joNDQ0NDY1vK5rRa2hoaGhofIPRjF5DQ0NDQ+MbzDdvEco0TFmcw7C9DqO6Wd99KObhSWSTLcNzvJJV/XMrWdRPiAOQhmkvjTxcuYfDMZSXh+cchCLD8zjyRNRrvXs0zrB6tQH6SNEl31CnPwyC+rsTAESGv6qbWshC/KJBQyE8TOdWTbQZvYaGhoaGxjcYzeg1NDQ0NDS+wWhGr6FxEqLI6oYL5VAIKeBHzUKZcih8pLGNSiiyrEoPeg2NbxOa0WuctEhSRFVjAvB0NxLwDa5kajyadnyI48AG1fTkSJgDf32Qrl3qaXp2baf2Nw8guYdWKrU/2n/7BM7FS1XTC9a1cej2P+LfW6Oapmt3E3sXvY8cVW/gFPFHaFiXfDe543RDJ/5asMaJiWb0JzlqG52iKLiD6pYsVRSFQy1r8AedKmrK7N3/Cgcq31FNU5IiVG57lYotL6p2XsN+N+37VxPoblNFD8DfUosUCmBMVad5EIDk7a0zr7OpV5hHTLUjuYdeC/1YjPmZSP4gvt2HVNOMekN0rK3GsaZKNc0dz+zi8/tW0XVQvet9z/ImnrxiNW6Hesl6kZDM0t/Xql42t7k2RCigftRFlr9RbVm+VjSjP4ag5MUbVe8GBQjLQSq7NyAp6t1QkhxhX8cnHOharZqmrEhUtH3MFzXP0x1oUUVTURQqGz+ipmU1rc69qmgCHKr5GKezitQU9cqJNlZ+RtDfxZgpl6tWatZxYD2KLJM3+WxV9AC8dZUIog5rkXoV56JeL6LFouruEl2qHdmdeKOaeIhmI9aJJfh2qWf02WeMwVqUQeOS7aoN7qb9cCqmVBMbHt6IrNIyQ25pKn5XmNfv2UokqM7Mvm6fh89eauEvt+9TzexDQZlFt9TwqxsP4eqIqKIJ8MVKH/92VRMtDeppArz4NzdVFfFb7Q4Gv09m5zZ1NZNFM/ovkZQoh7zbWN/5KuU9a1TRVBSFNn8V69sWU+fdgTPUpIquJ9zBxuaXafLsRRT1qjygIlKQHQ1LaHTtZFTWbNLMyTeq6TP5RscWinNnM2aEOmbX2raThsb1FBbMprBwjiqa3p4Wmg6tIbd4Juk5papoSpEgHZUbSS+ZgjlVvVKt3vpKrAWj0BnV20oqeTzo7OrWpNelpCB51JvRA1injSXc4CDqUmcAIYgCxdeehqfKgWunOuF2c7qZOT+bRWdFF+VvVKiimT8hlat+O53mfT0s+/UeVe750plp/PixiTRU+FQze5NZ5PYHCmisCnLfVdXUVgSS1gSQogqNNRH+5bIGVr6vzt++2yXx8rMebry8naf/1EM4pM5Ab/E/fNz8vU7uv9tFW+uJsdzyrTd6RVFoCx5ifcdrVHu3kGUsYUra+UnrBiUvO7s+YJdzBWadnTNyv0+OeVTSx9rg3s0Xza8SkYOU5X+PCZlnJT379IddbK59CaevgVNGXMKEvPOT7s9+rMlPKL5YlVmy291IZeW7pKeNpnTcZUnrQe8yQPXutzAYLIw+5TuqaAJ0Vm1BCgfIP+Vc1TQjXjfBzlbso5LrO34skteD3q5uPX0x1Y4SCiMH1du/bJveG8VQM3yff8FkDOkWGpdsV01zzEWjKTyjkB1/24WnRZ3BzqT5Izj3X8ezZ3kzG19UJ09h+vws1c3+9AvTePi1sciywi++f4itK91Ja555oZ1nPyxmVKmR39zdzh/udxDwJxctSc/QseSTfC663MpzT7i54bI2dm9P/lq9+TYbd95l59OPAlx+noO/PeYhGPznLjt864xeURSqPVsAcEc62ep6j93dH6MXDZRlXMGMjIux6tMGrSsrURq8vSPtRt8+1re9TGewnvFp8zg99zpSjUOb0QWibjr99USkILsc71Pe+RkZ5kLmFd5CtnXUkDQBOjyHkOQILn8jm2pfJBT1MXPkdRRlTB+yJoDTXau6ySuKjNfbRijkZs++VzCaUphyyvWIYnJh5lCgG0WRaanZgLe7kdFTrsBgTL4IihQOosgS7eVrseWMwp47KmlNRVFQFAVvw0EA7CPVN3qdym1qdam9emrO6k2j8tGlWvHv7jU6NWa2OpOeooXT6dpSh7e2k6g/+bCrIAjMvf90ADb+blPv3641+fNwzo9KmXxBPp/+uYKqdQ5CvihdDcntbOjP7Ku29SBFh35ux06x8vu3SikYaeSRH9fx/vMdKIrCpk+GnuyZX2TgsTeKuOEn6ax4081Prmyk5kAIr1ti7UdDO7cZmTp+82gWjz+fjd+vcPvVDn6/yIXfJ7P2swCNdYNfKrDaRO6+N5X3Pstl3jkmnvyzhyvmO/j4gwCKovD83734fV/vzhHdokWLFn2tv3GYeflPH8Z8v8a3nUO+rYQkH+XuNUhymAmp8zgl9VxsMQxeEAceEymKwj7XZ7QHamgPHqLBu5s0Yx5l2VeSZxkzsMnpYldvkxWJHW3v4I10Ud39Be5QO+Mzz+SU7AXoY7Vx1cfWjUhBtje8QTDi5kD7Z5j0NmaNvIE0S0HM7ymG2Lr+oJPtBxcTDPfQ1LE1YZNXjLF1u7oqqa1fSVvbTkIhNzOm3YbFkhnzO5IpfmW8lpp1dHdU01S1ivSccYyadEncY41a4o+Na9e/SsjrpLthLyVzFmJJy4v7nag1zjmSJNpWvUOos5Woz0P+uVckNHiKWmO/H2xqQPL76d64DsvoMZjy8hGMxpjakjW+AUSd3SjhMP4tu7BMHk+ktR1Dfuze7gZr/IeqIAgEa1rx76tBn5GC5PJgHJEV8zuplvizNNuoLJre3UXEHaRl+T7yzp+AoIv9t043xg5Lm1KM6Ew6DiytRBBg/2vllH5nXGxNQ2xNQRAoPSuXg2va2fF2I35XmOa93ZSeFfvcxqu4lz/GStEEG58vbqViYzfV290oCow8JXaUxyYOfG6tdh3nXJlBY1WQ5S904eqIsuRJB5Nn2cgpiF0K0iz2fy2IOoGZ86yccpqZz97z8vaLPXQ7JV55ysW5l9lJSRv4vjfFqGBXMtrAwuts+LwKS170suI9P442iTde9HLJQhsm88D3g17o/35ISxO5+HILM2cb2bIxxGsv+dm6KczOrWHWrgpy0WUW9PqBdXPT/t+A7w2Wb9WMvt63h2pv72y+OVBBiXUKZ+bcSIl1CmISoepDnq20+CvxRV30hNuZnH4es3O+h82QXFb0Qec6ukOtOPy9Yco5BdcxJn120iHwg+2rCEW9NLp2kG4pYM6oW7CZYj8sE6G6ZRVRKUhTxzaKcspUC9c3t2zG5TqE29NE6bhLsduTzx8AcDkqaapaiSyFySuZRTTiV0XX19lI844PEXR6wl4XIU/y2/UEnYhzz0Z6Knci6PU0vv8i0UDye9QFUUfjk39GCYfx7tlF+9tvxBzUJop/6y6cL78FQMfTLxJt60haU1EU2p/7kEibE6nbR+tjbyetCSCHozhWH8RanEH7Zwfo3tVIsC35cHM0JDFiZj6WLAs7/2837bschHqSDw2brHqu/eNM5KjMltfq2LWsiZA/+ZD79PlZ/OjRCdTv83Jwq5v3n2ggFEhujdlsFbnvqZFceUc2n7zuJOiTeeq/GgkFk5vRlp1l5dkPi5k2x8zy19z4PDKL/q2NcGjouja7yP3/k8Gzb+ZiMgms+zxIfU2Ue3/cSSQ89OjGnHkm3vwwh189lEbVgQg11VE2rQ9z790uoklETQbDt8bomwMHOOBZf/hnBRDRoReSq9/e6j9ItXvTUboKkpJ86K/dV01dz5E1w6gcwhtJfjdAl6+Opu5dh3/2BDvoDiSfJOj2tdDu3Hf45zbnPlyeuqR1/YEuupxHtj4dqv2UHnfySVORsA+P64hO48HPkaXkM3plKUrY5wJAkaL4Ouox2pPfBicIIoLYO1uJenuwjBiJ3pL8MoMxL/+wsUteD2llpyetCWCbW3akWI4sYxxZlLSmIAiknTedYG3rkddU2CUgGvWIRh3e6iODkUBLd9K6ggjlb1QQ6OqdpSuyQvOW5Hez+Fxh3n1gN5EvzTLkjbJneXPSut3tIT74ayN9qyHdjjArFyd/vO2NYXatOxJab6kNs+SJ5LfwdrZHaW8+MsCp2hfi6YeSH1RHwgqhoxLztn0R4re/ciW1TKTXC6Slf9VuV34c5IF7u7+WbYPfitB9e/AQe3o+R0AgVZ9DvrmU0bbpjLCUohcT6ybS3yzHFWplZ9cHKCiYdSkUWCcwJmUWIyyliGICTVUGCN37Iz1sb3sbWZHQiyYK7JMpzZxHnnVsYjPkAUL3UTnMjoYlROUggqCjIO0UJo+4iEzbyPiaxA7d76t9l0C41+DyM6cwdcz3SLXFXgo4rBsjdF/fsIYedwMAOdmTmXbqD7BZ4+c7xAvdO9vK6Wrt3e6XkTuByaffhtEUPxktXug+5O3CUdE7oLTnjmHseT9M6FqIF7oH6Ny6EkWWMGWPoOii6xOaeccL3QuiiO9AOZK7B53NTu7Cq+PqJhK6F01GIq3tRFp6H+gZ116BEKeJUyKhe31GCrIvSPBg7+A07YKZGLJj59QkErpPKc1FkRW69/QaZtrkEaROih05ihe6F3UiJWcXI+oEWrf31lEwWPWMPKdkYM04oXsAo0XHtMuLEHUCDTudKDL0tAYou3bkgM+HRJrlmO16Zl+Wg84gUL/fixRRqN/n5exr8zGa+7+GY4XuD//udD2zL0jFZBFpqgoSCipU7vJTdl4Kmbn9XxMDhe6PJitXz8wzraSkiXS2RfH0yFTuCVEyzsDo8cfvSIkVuj+aEUU6ppeZyM3TEQjIdLTLVO6PYDILTJ91vO5AoftjKSrRMaPMRHGJHp1ewNkls39PhG6XzFnnmY7726kZuv/mda87hpDkxxftpizjO6QZ8tGL6nRgC0Y91Ht3UZp2Bjnmkdj0maqEqWUlyt6OFWRZSiiwTyLHOhpRUOfPVO1YiySHGZt9JsWZMzDp1cmy7uo5hNNTQ2bqGEoLF5BqG6GKriRFaGndjl5vYXzp5eTlnqra/naXoxKA/JGnM3bqlYdny8nSF6Y3p+Yw7vxbEXXq3WKCTg+RCIULrkGIk98xGMyFxYQaG0gpm63qPnr7Wafj37obfW4Woi3OiGMQZH//PDxflBPtciPGyUcZDKN/eAbBNjdtn1YQaFWnQqAgCEy/fRophSms+80Gmr5oQVGUpK9jnUHk3J+MZ8J5ebzzy120H/TQsMPJyJnJLcGZ7Xqu+OlIzr1+BMufbmTtkjZWPNPE1feNTko3M9fADf+ez9U/yWXd+90sf6GTJ/+riT+8XYreMPRzUTLWyG3/kcWtP8ukYleIz9718NwfnZRONlE8ZmgtIUVRYMp0E1Omm/jRz9Lo6pDYsDrIxtUBNq8PMufMoXVDtFhEZp9hYvYZvYOFaFThQHmEHVvC7NoeYUbZcLWw/BYYvUlnZYx95jDo2pmedYnquhE5zGn538UgqttuNxz1k2rOZ3zuuUlnqx+Noii0u/ZzWulNZKWpV8AFwOHYS1pqCRMnLMRkUm+Pt6LIdDsOMmrypRSOPUe1wQNAyNOJ3myndMG/oDepZ24Agk5H5qlnYC0YpaquqbA3rJ42S52w/WHd8WPQ5+VgLEksspMoosVE7u2X0PL7N+Imng4GQRCY+PMLCHV6VQndH83Yi8dgzbXy+X2rcFa5yBofO5k0UUZMTOPO189izV8Psm1pQ9JG30dqtpEbHhzLgh8U8MFfG3G2hsgckfwzyWgSmX91Jud/L4P9m33UlAcYPy35+0QQBCbPMDN5hhkpquBoVa84WVaOjiuusXHFNTZVK5Hq9QJTTjUy5dThM/jDv2vYf8M3FDXN4WhMOnXNoQ+j3kpB+hTVdRUUJo1Ur5Lc0djt+eTnz1BdO+DtZMzUK8kuOFVVXYBIwEvp/NsxpajzwD0aQ0oGeWeqUzvgaEyFxVhKx2PIVPeYBUHAftYcejNi1CVlziTssyYgGtR9hIkGHVN+/R0qH12pqi7AiNPyufy5S1U1egC9QWT+3RNpq3QjSwqiTr37JXekhVsfGU80ou52MEEQmHK6unUb+tDpBUYUqxO5PZbheu4PN5rRayRFMrsV4pGSou5MsA+LPQdrSuztSEMld9KZGMzD8wAbcf5V6MwW1XWNObmkzztHdV0A2xkziTo6h0U7945L426BGwoGu5nxPz1XdV2AtJFppJaoW4Gwj/wJw6MLvYMJjZOXk+Kv9+mnn3LxxRczY8YMrr32Wg4cOPDPPiSNk5jhHJUPl8kDWPMHTuJKBkGnwzZ+4rBo6+w2TGMSS/YcLIbsNPQZ6hb56cOYPjyRNTh5Z4UaJy8nvNGXl5fzi1/8goceeojt27ezYMEC7rnnnn/2YWloaGhoaJwUnPCh+9dff51rrrmGsrIyAG699Vbmzp2LLMuIKhT20NDQ0NDQ+CZzQjhlNBrF7XYf98/r9VJeXo7VauWWW25hzpw53HnnndhsNs3kNTQ0NDQ0EuCEmNFv2bKFW2+99bjXCwsL0el0vP766/z1r39lwoQJPP744/zkJz9h+fLl6PvZ8ysYh2mrgsrZvQCKaXgyQ2Xz8JwD2Tw8xxu1qH9uozFqUyeDNEyXlzxMd6JyEi0HR6PDM3j3R4bnuu2JDG0/dSw6VaptcSymBArQDAWd8PU2Z0kGeZgmh9YEigb9szkhjH7u3LlUVlb2+95ll13GBRdcwNSpUwG45557eOGFF6ipqWH8+PFf52FqaGhoaGicdJzw8e/Ro0cTDh+pHd/XrlPNwgUaGhoaGhrfVE54o//ud7/Lu+++y549e4hEIvzlL39h1KhR2mxeY1iQ5eS6dfWHr6MBRVEvxBn1e3Hu3EjU51FNM1BTjfOzj1Gi6lUU827YinftpvgfTBAlKuHduJdgdfJNmI4m0NhF1Kdu+FWOqn8daWgMlRPe6OfPn88DDzzA/fffz+zZs9mzZw9PPfWUthd1mFAUBVlFU+rVlHF71H04y1KU6vJlhILJtxPtIxoOsOvDR+is36maZrDbwcF3H6Nj/wbVNP2Nh2j7dCnhbvUK0firq3Ct/BRUXMf0b9uNd8NW1fQQBTqeWYZn5Q7VJAONXey+4zk6P9uvmqa7zsXH179B+1b1rnkpIrHp6T04a9W73gGczQE8HeqvMUtfU/tVjcQ44Y0e4Morr2TFihXs3LmTl19+mVGjRg3b74rKEdWXBSQ5SnewNf4HB4GsyFQ51hCMqDerUxSFg00fs6/2bVXNvrruY7bu/jser3rnoL76U1rqN+DtUe9h2nJgFWF/N5bU+N3xEqXr4BYQBDJGq1du199ch6DTY84rVk1T9vsQLRZVetH3IdqtyH2talVAEEVM44sJVDaopmkpzsI6NhfHx3tU07SNSEGRFPb9dTOKSi1Ig91h9iyp5tMHNyGpVI42GpZ59ratvPTTnUSC6kUg1rzRxiM37MXvVi86JEUVXvp9K92d6iYVtjdHaG9WP1Ex4D+xkhRPCqP/uugKNrK+9SVa/OpV3vNHutnc/CpbW94kLMVvQZkIUTnMzsal1HRupN2tzrH2mXxDx2ZMBjsC6kRMmtu20tC8gcL8Wdhtsdt+JkqPs5bGmjXkFZWRlTdZFc2wv4e2qvVklUzHlpF873QARZZwHtxGavEkDLbYrVQHg7+5FnN+MaKKneYknw+dLfn+9kcj2m1IXr+qmuYJJUSaHEhede4lgNyLTsV/yIGvOvke6QA6k55T7iiju7KT5lU1qmjaciyc94syHPudbHtOneiD3ihy6b0TaNrXw5Jf7FWtL3pqlpH6/T7+fHu5amZfXxnkg5c6uf/qahqr47fcTZQ/3t/Oj75Tz+ZVXtU0m+ojXHVmM68/5/5aes0ngmb0gCRHqHCuZqvjLURBh1WvzkO53VfFxqbF+KM9TMu7DKMu+TrlwYiHLXUv0+mtYVL+hYzMmpW05tEmX5Izh/FFF6myNOLsPkTloffJTB/H+LGXqaIZjYao3LMEkyWdsRMvT1qvj6byT1EUmeIpF6um6W48QDTgIWv8bNU05UiYYHsT1sJRqmkCSH4/Oqu6Rq+zWVGCQVXX/c0TessAB6saVdPMPm8SgkGH4yP1ZvUlF5WSOiaTfX/fotp6femFJYy/ZCRbnyunbV+XKppTFuRx8c/Gs/fjdj59oloVzRkLMvnJYxNoKFfP7MecYuE3r4wlFFD4r2sPsfcLdYz5nt/kkjNCzy9ub+G5P3aqsuRgsYhMnm7isd+4+OkN7bQ2qnf9D5VvpdEfnRjVHWpjY9ur1Ht3UWKfxtz8G8kwDa2ZSl/IX1YkDnSuZmfbe1gN6cwtuplc29BbuPbpeoIONte+iD/k5LTiqynJTL797nCZvM/fwd6K17Baspk68fuIgjrtRGsq3icYcDHx1OvQG9TZxxxwO3DUbiF3zOmY7ep1cOuq3IzeYifmaB88AAAgAElEQVRtpDpRB4BAawPIMtbC5PqDH4vs9yGqbPSivVdP9qk3qzePKwJRJKhi+F6faiFzXimdq8qRw+o8lAWdyJQfz8bX7KZ2mXoRwnPun4k1y8ynD2wiElDnWM++bRRlVxWy6pkadixrUUVzOMx+/DQrv1s6jvQcPf9zWy2r33Edfm+oy61Fo408+XYJl1ybyqtPO7nvB004O3qPdaiz8axcHX98Lof/eiSTA3vD3HRJC8ve8Bw+Rkn6+mf53zqjlxWJ/c6VyIpEVfdGNre/gaREKMu9ismZ56EXh1ZcIxT1Udu9lWDUy9aWJdT1bKM4dRpzCq7Hakgf8vE6fQ10B5rp9NawuW4xCgqzR91ETsq4IWsCNHfuQFFk1U2+o6uCSMTP7vLFCILItMk3odcnZ8iRsA+/10FXezltTVspGn02aZnJG13Q04miKDTsXYGoM1I0eUHSmgBSOEDE76anoYLMcTMRxOQHOX2DU39zHQAWtWf0wxS6B1QN34tmI6ZR+YeNXpHVWQvNufBUJG8I54aDSP4QipS8bv7cErKn5VPxj+1E/RG8TT1Ja5pTjSz49Ry66z1sfHw3UkSmfX9ys3tBEFj4wGTGzMrgrQf3UbfdRd12Fz5XOP6XY9Cf2a99sz2pHKi8YiOPLBnLxNOsPHZvI2880U40ovDusx1D1jSZRX7+SD73/i6P8h1Bfnx5PXu2+Nmxwc+WNUPLMREEgSu+n8Lij0YwfrKR397v5N47OuhySDz/eA+tTV/vLF+3aNGiRV/rbxxmXvnLxzHfP+BaS5NvLx2BGtoCVRTYJnFazhWkGOLM5GK0w1QUhV3ty+gK1FPv3kEw6mZq7sWMzTg9dhtXfWwDkOQoOxuX0O1vpq5rE1ZjJrNG3YjdFPtYlTi64YiPnYdepdvXQJtrb8Imrxhi67q9zew98Bqunhp8/g6mT/kBKbYRMb8DIJti63a07qaxZg1tTVuxWLOYNO36uEljkin+gKVx/8d0t1bQWb+Dwknnk1EwKe53pAQq7tV++gIBZxv+jgaKz74WgyV+tTPJEltXCvhoX/0+wfZmBFFH1uzzQFHi/s2kOKtFgboaJLebnk0bsI4dh85qQ5eSElNXtsR/UIebWkGS8G/eiWncKCLNbRgLY18LOnPsh5+iKKAoRJo78G+vRJeZStTRjbEodvKkzRzfsEz5aXR8uo9gazfOdZWkzx6LLk4lyFRj7Gx1QRBIGZnOoTf3Eez0Ub10H2MWxo7upBjiZ8CnFdkJucPseb2KniYPrXu6GLcgdmJmqj72urb4/9k788A46vL/v2b23s3mvu+7Tc/Qu6WltNCClENE5BBUlK+KgD/lq4I3KiKe+AUERECwYJECcrQcBQotve8jbdOkzX2fm2Tv3Zn5/bGkKQWStPMJVrqvf2A3k3ems7PzfJ7n8xwGibJzU6hY086OF5tpqRwg4FEomJ4w7O855OGvbUahjexxDt5e3srBzX1sW91FZpGd9MLhb0zbMLpmq8yCi+PpaA6y+sluDu3wsPb5XmYvjSM+6ePzVizS8PdX8UQrc8+LYeMaN88/4aLxaIg3nutnyeWx2Bwf/7wxSR+/NeOMM3DRFQ5inDIvrxjgpWfcNNaGWb/Gx2c+58Bo+vjvWXb8d4Y935PhjPLom9wHqHfvQUOjP9TF1KSLmJJ0ASZZn8dZ17eTLl8d3rALVVOYk/VFMp36w7W1XZvwBHtw+ZqwmxOYlX8dNpP+mdM1betR1CDd/UdJii2iNHupkHB9Y/NmwmEfrv56stJnjMrIj4autgpc3UcIBd0kp00kENDvGQG4exppP7r52GuPS0zY0tfTStfBjchGMx173yHQr78MzmC10bt7I566wyg+D7XL/4wa0udxAcgWK80P3QeKQt+WTfSufVPIvRA4WkfXX5cD0P3YCpRe/Z+ZJEl0Pvwinl1VaMEQnQ/9G8msPyFRDYape+htZIuRgX2N9O2uJ9yvP9kvOBCg50AH1mQ79a9V0VfdTXBAfymbvy9A5rQUDGaZqtcbqHuvhXBAfx6A1Wli6bdL8LpC1O92sXlFg5AM/7POT+SK/82ldp8bb7/C83+q170XbrLI/L8/5LD4igQqtnpQwvDgj5p0J78VlVl46OVcysqtVO714+pW+N0P2nTpyrLENTfG8uSrmVhtEs0NYaoOBLn79u5PrPHbGWPoXYFWDvSsPe4djRZvJWFV38OyL9BOVff6Y6/DaoCG/j26y9Pc/k5quoaMkDfooqFnp+4bwxvopalrx7HXLncjLd17dWkCBIIDtHftP/a6s/sQrv463brhkJ/erupjr7vaDwqpCFCVMF7XULmfp7cZmzNVty5A2B8JVavhICZ7LJbYZN2akmxANlmAiHefMHUuBov+HAVzatqx+RBaMIhzxmzdmgCOmeVwXFjdXJArRDfhcwsJdw0tGgx2/ddANhtJnFuMv6nn2HshAYbe7Ix8Xv6uoa0L1+FTDzEPYrQaqVvfghKMXN+QN0zjljbdur0tPjY9XX/sdX9HgP1r9Fci1FW4eXfFkE7LER+bXuzQrbtvk5vta4f6ClTt8fLGP/UnKW5620N1xdCCbPs6L88/7tKlqWka777hpat9aEH25stenn5EbF+Ej+OMMPR+xcPurlVoKMSaUymJm8f8jC8xPeVSjPKpTykJq0H2tq9CQ8VqdFKUMIdzcm9kYsqS4UP2I6BpGgdaX0NDxShbyE+azTklN1GUcrZub+toyztomookyeSmzGb+xG+TlXyWLk2A5tZtaFrkJs5Mn8Gcad8mKUF/98KezkPHdFMzz6J87k1Y7Ym6dX39bWhqJJSXkDmBkrnXIxsEeIfhIJoSqcuNySgmY4a4LH7ZGgl3WlIziZ8sJpNfMhiwZEfCvgZnLPbScUJ0ZbsN27T3ewfIMuY8MSWLpvQk4i6aM/R3HPorWQDipuWT86UFx16L8OgBSq6awpRvzz32uveQAENvMXDenbNYePt0ZGPkeXBkrf4qhKQcO19/chaX/bgMsz2ynbbxqfoRfmtk8ifF8KvV5XzxZwXEJkW2Q166r5Ggztr9qWc7eWRdGV+/M5OMvMhzfPnv2+hq1ee8LflsLCu3FvKdu1IpK48sJB/9fSdVFade1idJEl+5OY5XtmXzw3sSmbfIhtEED/3WxZZ14kpFP47TYqjNWKJqKg0DeyhwziDNXoTNqD/0PUhV93riLOlMTD6fRFuusG59jb278YfdjEs7j+z4qRgNFiG6/d5W2norSE+YTHHmImyW4fffRouihmhq24bNmsD44stJjC8UogvQ2bYfJJnCcReRlT9f2DV290Qa7Yg08gBhfyR5x2SPJX/xdUIS8QYxWG2EB1ykL7pMaGMba04u/pqjOKfNQDKIO9+Ys2fi3boLU1Y6skXc2L+Ezy1kYN0e1H4PskPcBLnMq+cwUNmCa+tRYYYeIsYeYN99m+mt1G/oIWI4plxVQlJxHK/dvpHad5tRQgqGEfJoRkKWJeZem8v4c1P4950HqNrYTcNeF7lTTz2hGCI1+4u/mMG8z6ay5u8tvP5YM28vb+Mz/5OlS9dql/nMdcksvSaJHWv7eemxTh79ZQt3PJSvSzcm1sAl18ZzybXx1FUHWPN8Pw/f3cmv/5Y17H79SCQmG7j0aieXXu3E3a+y6R0f777upaTMTFKquO/eiXzqDb0syZTGny1cV9VUShIXYBJkhAfRNA27OZ4Fxd/UFRX4KHoH6pg9/n+ItYvZOx+ko6uCjJRyCvPOw2AQ90BXwkHcfc1MmXkj8UmnXp74UXh6GoUbeYBwwAuSTP55X8JkdwrTBTBYbDhLJuPIKxGqa83JA8A5Q1y9P4CltBBjShIWQWH7QQx2K4lfWEzXo68INfSSLFH8/WXsv+VJQn1ivaxBY3/k2f0jHHlyZE1P5aqnlvLq9zfStL2DvHlivtsJmTZu+Ot0dr3Uwq6XW3Qb+kGsDgOX3pLDudek8c4/2/B7FKwO/QbOYJCYvSSO2UviqNrjxdUdHjYx72TIL7Hw9TtSUMKa0I53MbEySy9zsPQysdUuH8Wn3tCPFbIkIws28hBZqSfHiPOIjycvbe7IB50CSQmlZKTqD/+fSMDvYuqcb2K1iYk8HI/JFkf+tMuFGnkAxe8ha84lxKSLrXMHMDqcpJ6zTLiuJScPa0Eh5mRxrX8hci875s3AkCCuK+AgsYunMfDOLmSz2FnzRqeV0p9+lp6NVUJ1YcjYB3p9WBLEbDkAONMdXPHoebQLaqIziCRJTP9sFuPPTUEbRYXHyRCbZOayW8UuAAcpLbePia7BKBETO3Ze91gSNfRRdGM2jc2K1B4jJjnuo8iecL7Q8Pcg1sQMYjLFetyDJM89H3OC/sS+EzHGxpJ4/gXCdQEcc2egBfVXB5yIZDCQ8vXLhOsCOIrTMCWNXBJ5KpRcNUVIjf6JGC0GsqaPzffFES8uShflP0PU0Ec5IxkLIw9gsokN1x+PNVXffuZw2Ar1NWD6OIxj4M0PYskXMzvhozAnjF04VRqmJ0eUKGNB9I6LEiVKlChRPsVEDX2UKFGiRInyKSZq6KNEiRIlSpRPMZ+6PXrNIjYL9xgm8ZdqrM5VtY7Nx6pYxybjdDR96U9a0yxeE0Ado9tLG6tk3rG4DGPUtVNVx8bv8IfG5vvgDomvuhnQOQDq4+iVxybnYLg+73qQEZ+wOFYoY/IlE0vUo48SJUqUKFE+xUQNfZQoUaJEifIpJmroo4w5YzGhSQkHCQbcQjVDvgG6a3ehqeLCkd7OJhrfXUnQrW8oxvH0H9pD3T/uI+wWNxCj5+03qf/93UI/q+7lK2m/9xFhegCdDz5H95OrhelpmkbrU+voXrNHmCZAb0UrvfuahWqqYRVPx6nNRx+OT2qCWpT/HFFD/wmgaarwL5OmaQz49E+WOpGGls34A2InKtUceZ3qw6+g6ZzodzxNVW+z+63fExJo7Nsr36Nm4woC7p6RDx4lrurd9BzahmwUt7nvbarF396EwS5u31Xp70P1+4V2P9NCYcJdYru1KW4fvv1HhOlJksTA7jo6X9kx8sGjRFM1Ku55k8oH1gv93r/5nTdZ+4O1qAIb7hx8vZFnvr5ByDjaQZSQylsP1xL0id2/72oO4O0ffqb8qRAOffoXOlFDfxz+0AAH2t9AUUPCNBU1xO7GF6jqeFeYpqZpHG5+gy2H/ybU2De2bqW67lWa27cJ0+zprqKxfj2qGkIS1LvfO9BBc/V6EtLLMFnEdDALB310VG0iIXcS1lgxrWA1TaPv6D6c2SUYreKMsr+tCUtqptCBOYrPi8Emri0rRCbYqV6xPeMtBZmEWrpQ/frnug8Sv6AMf20H/mYxixJJlsi/ehr9VZ1079Q/VW6Q4mXFdB/qpvql6pEPHiWyQaZheyfr7z8gTLNuTx+v33+Up39QgaqIMaLhoMofvnqIP37tkFBjv2vdAN9ZVkVLnbj7CeCp+7vYs9k78oGfEFFD/z493gY2N/6D1oFDDATFTJgKhr1sr/8nne5qrEYxBmnQyDd0biMneQYxVjFtL7t6DlNVu5qkhFIKchYJ0QwEBjh0YCV2RyrFpRcL0dQ0jdr9LyMbTORPFNf3vbN6C0rIT/oEMf92AF9nE8GBHuKKpgrT1FQVf3sztvQcYZoAqs+HbBPbI1y229B8fjRVnLdoLsgETSNY1ypMM/7s8QC4NlQK08xcMh5zop3af+4Upll4YSFp5WnsemgXftepj0w9nvFLsij/fAHb/lHN0Q36Z9oDFM1M4NLbS6l4u5NX/iBmUWI0y3zh+7nUH/QKNfZ2p0x/b5gfXnmEw7vFbIv4PCrvvDzAHV9q5LlHe06LrZEz3tBrmkZd7w52ND+LUbYwJ+c64q2ZunU9wR621v2DAX8H5dmfIy9pppBzHTTyuSmzGJd1gZBQa7+7mf1V/8LpSGdS6ReQJf2eoqapVB54FiXsZ8Lka4RNtetuqcDVUUVu2VLMVjHtZlUlRPuh9TjTi4lJFjdow3VkD0gycYWThGkGezrRQkGsGWNh6MV79BFtMUYJwFIYaQMcqGkRpmlOicU+LgvXhkPCNA0WI/lXnkXPrkb6KsVE3SRJYs735xD0BNn14C4hmgCLvzeF5OJYXv3pTtydYiIwC67PYf4Xc1j/ZAPvPdUgRHPa+Yl86/9KhBr78dMc/ObZYmwxBn52fQ1b3+zTrWlzyNz3Qi5zz4vhkbs7ufvbrfg8/9lywTPS0IfV4LH/7mtbxeGud0hxFDEn53piLKc+NERVIzeey9vM1tp/EFJ8zMi7hrTYcaesObi/L9rID64y/QEXew89hcloZ2rZdRgFTeRrqF9Pb88RiksvJiZGTE9yJRyktuIV7LHpZBSIm8TXXbOTkH+ADIHe/NiF7SOhYGt6tjBNGKvQfSRCIDJ8b0hwYoiLIVArNtFNdPgeIPuSSRgdZmpXiPPqE4oTKLuyjKqXq+g8ICbyaLIauPSeWQR9YVb9eIeQcLskSVx2RykTFiXz0j1VVKyNnKte7/bjjL2ec84qsHDPc8Xkllr53c31vLq8CwAlrKGET03X4TTws4cyueF7yax/dYBvX1FPc23E7ogcdTtazjhDH1IC7G97FU+wl62NT9PmrqQ4aT7lGZ/VNVt+wN9BbfdWOgaq2V7/T4yyhdn5XyLBru+B3Ny9B7evXbgnX9e8jlDYx55Dy1HUEOVl12Exx+rS1DSV1pYd9LnqqT36Jimpk8jI0j/j3DvQgc/TTVPV2wR9LgqnXC5kf9rb04ymqrQefBd7QhaxGaW6NQFC3n7hYXtNUdA0DX9bE5LRiCU5TYjuIGMVugdQveL2KiVJwlyQSbA24tFrYTEJX8eH7xVvANWvP0/HFGMh57LJtK8/gqexl/5qMYa5/H/KsSXa2PL7LSghheYt+hc9KcWxnPf9KdRv62Tr3w/Tsr+Hzmp93q1skLju95PJKnPy9Pf303ign3ceqycc1GfoTjT2bleYFb+p16UZn2TkV08VMW2hk7/9ooV//K6V6n3eY0b/VJAkiWu+lcSvn8impyPMzZfVs/ltN/96uIeDu8TmroyE4c4777zzE/2LY8xT97857M8PdrxBu7ualoEKwmqI8ozPkh03eWTDOczEKU3T2N30PN3uGppd+3BaU5mZfy028wiTu4zDGytFDbG35lna+g7RPXB01EZeMw2v6w/0sf/wCjp7DuLzdzNl/BeJjx05ZK2Zhl8XunprqDz4PN1dlRiNFiaXfwWDYeRsc9U8vG5n024aD71Jd0sFKTlnkVW8YETN0XTGa9y9mq6j2/F0NZAz4zLsCRkj646ii1/NK4/g62wi0NdFzuIvIBtH3rZQrMPrKl43ra/+i0BHK8aYWJylkwGQDMN3fVNGaLTmrT5MoLkJ9+5dWPMLUQN+TKlpw95jqnVkL8d/qBo1EMC3az+m9FSCDc1Y8offbpCtIxvtUHsPar8b7/ZDSLKM0tuPOXf4iJHVMrLRNjgs9O+swXekFdeGSmJnFGFwDH/xYswjj9+NyU+i4YV9DNR00fRKBXmfLx/2eKdp5KQwg9mALclG5cpK2na00VPVQ9GFRcOfh3Fk3bSyeLprB9j1bC3Ne3oIB1Xy5wyfA+QwDK9rNMlMXJTC7lXt7Hy5lSNbe0jIsJI5fvhtN5s8/LXNKLSRPc7OW8vb2bq6m4oNfUxeEEdi+sc7a1Z5+PvAaJI4+6J4XN1hVj/Zze71A+xa5+bcy+KxOz/+mWoeoTtgZp6Zcy5ysmuDlxce76W+Osj2dR6Wfj4O0zDPqaKEW4bVPRnOKI++baCSloGDaKiE1QATU5eS4ijQrdvUu5s+XwtBxYtBMlKWvhSLUX+4tr5jK4GwG3/QhdUcT1bi8A+J0dLYuhlNU/H6uoiNycYgm4QkjLS37UEJ+wn4XcQ4MxnoFxNe7es8itvViKYpqGoYV0eVEF1/fxd9zZF92e7anbg764Tohtx99NdWIMkyR196iIBLvydnsMcwcHgf/rZGAh0t1P/zQSSj/tauxrh42v+5HDSNvg3r8B46KCTvQ3G76X70aQBcz60SNoO9/9VN9K3aCJpG77NvITv1f8/UUJijP3+GYHsv/oYuvJXNqEH9+7/Bfj+Vf3kPg81Ez64mfK39hL0jLw5GYqBlgO5D3cgmmY59HbTvbUcN67++PXVu4rMdaIpG19F+Dr7WiKbqfy4EvQoTFiUz0BXE71Z494kGIc+bwikxTF0UT1dzZLGx8g/6dQ1GiWu+k07hBCs97WH8XpVHf6U/HyQjx8zPHswkLslAf69CS32Ih+/q0K07Ws4YQ+8PD3CgY8jbN0gmury1BMP6woqBsPsDpXOSZKDTfUR3iV4w7KWufeOx15qm0OdtQW+j8XDYT3P7UM1wKOxFQ9P9cFeUEJ0dFUO6QQ92x6nnOwyiaSp93TVDb6gqsUn6F2cAgYEhA2yNTSEmJV+IrqaEj/03acIcLPH6y/UkWcZgj1RuaOEwKed8Rsj2hSkl9dheOoBzuv6kUQDb1ElI1iGP2FKcJ0Q3/vJz4bh71RCvv5pFNhnJ/MpiFPeQd6qF9G8JmGOtZC4ZR/g4XW+T/sZJzkwnjnQH6vu172FvmK5Dpx5iHiQu007APbTAGWjz0bRbf86CwSzT2zqUkNl62E31Zv29Kjoa/PR1Dj1nD28fYN96fddX0zT2rB8g4B96zm59s59tb+nbxlAUjXdXDXzAg3/92T42rhnQpTtazghDr2kaFW2vEVb9xFrSmJC6hHMLbmJS2oWYjfr2JSvb3iasBrCaYhmfdj4LS2+mJHUhBllfg5Ta9g2E1QBGg4WSjMXMn3AL2cnTdNeit3TsQlECSJKBguxFzJ56Mwmx+bo0AXq6D6OEI1/mnLwFlE//H6zWeN26nr4WlFBkPystfzbjZl2HPIrtgJEIB7yEA5FFXmJeOTnTxJT/QSSLH8CZO56kSWcL0zU6IuFOa0bOsdC9XiRJwpqbH9FPSMRaUChEVzabcMyM5CdIZhPmbP2VLBAx7HEXzTv22hgnpvLCVpBKxleGkjFFePQAKXMLmPC/i4+99jSK6ZA48ZqJnPPLc5AMEcPRtlN/aZzRYmDpj8q59LezMDsi0aIDr+rPmE/IsPLVB6bypXsn40yObGOte0K/bumMWH78zERueaCU9ILIovK5PzTqSsyTJIlzL0/gvtdLueOhPMZPi9iHv/2iBZ/n1Bd/BkNkv375+kJ+9WgWc8+PQTbAn3/UTk+n+CZAJ3JGGPqW/grs5njm5nyJublfIieuXEh2eZe7Bnegi8lZl7Cg+JvkJc3EKOsvI/MFXTR37yYvdS4LJnybgvT5uhcOAKqm0Ni6mThnLrOmfovC3MXIspjJXu2tezAabUya+iWKSi5CFtTMpa/zKADZ486jaOrnhDXd8Q9EPCBnWhEF864WpgsRT95gtZOz6CqhneYGDX3quRcL1bXm5wPgnDYdSRZ3HRxzpgNgzs9BMohr7hN38XzkGBtIEnKsuATClEtnEjM1H4h09RNF9rKJFN0wGwBvs7hWyIUXFHLeH8/DaDUKMfSDlF2QzZf/uYiU0jgOv9kspGueJElMvSCN21fNZc6VWRze2E1btf6ulpIkMX1JInetmspXflWAuzfEllf0RzdkWWL2kjh+82wxd/+riMKJNp59QH+o3WCQmL04hl88ksXTG4q4/IYE/vlA95jX2n/qxtR+FBmxE8iSxHhAx2MzxTGv8KtCH7oAHn83c8d/c+RkvpOk11VDXtYCstJmCDVsoZCPUMjD9Nm3YrMlCNMF6OuqoXDKZWQUivOMAfz9ndjiMyhe+BXkERLaTgZN09CUMDlLrsPk0FfFcCLGmFgc+aU48kuE6g569M5pM4TqmgvzMKYmYynMF6or263EX7aQvtUbhC5MJFki97sXc/iWR4V59IMUfWkWgU43nsZeobrZc7O54C8X8O6P30UJKRhGSMQdLYl5Tq7/x7m8/fu91Gxoo2SRmIiMLdbElb8oY/ol6Rx6r5v0EjGNxAxGiYVfSGPOJcnsfrsXTdO/HTlI2XQHZdMdtNYFUBQNg0GMblKakWtvTkJVNVQVBK6FP8QZYehFNID5KByWpDHRTY4dPoP2VEmMLxJq4AfRNIWp074mLDowpKuRUTiPhLRT70PwsdpqmNLFN2I0i60d11SFxLLZxBWKX1gaY2JJmD5fuK4lJxdbcQmmJP05FccjSRKOuTMwZ49czXCyOJfOxl9ZJ1zXnBxLzi2fEbJHfzySJFH2nUXUPSOupn6QlEkpLPm/JXg7vTgzxWxlQKS+/sKfTqO/XXwr18IZCeRP07+1dyIWm4E5F4u9jwfJyBfTY+REZHns59lL2unQn28EHnzwQVasWIHP52Pq1Knceeed5OR8dKnOhaU/GJuTMIlfE2kWcYNOjkexjZGufWzWhaEY8QuxYMzwCxpNVU/JGwzGjlDaqEQqAwymk3soBONG/rIHe7swJ5zcQywYN7qvd6C1BUvG6Ly2UPzojWC4x4VkMWNwjBxiN8SdXEZ6qL0bU9rIi+0458kbqrDbhzFm+EVgWszJh541RUUaplQ3wyZ2oNQgaZax0U01j41uokHsZEqAeMPY9J53yGL75A+ypEBcS+bTfo9+7dq1vPjiizz//PNs3ryZ3NxcfvzjH/+nTyvKfzkiQ74f0DUYTtrIj5aTNfInw2iN/MliTIwflZE/FUZj5E+VkYz8qTKckY8SZaw47e+6uro6VFVFVSOtYA0GA1brCF1AokSJEiVKlCjAabJHHw6H8X5Em0xZllm2bBn/+te/WLhwIQaDgdTUVFasWPEfOMsoUaJEiRLlv4/TwtBv27aNG2644UPvZ2Vl8eSTTzJt2jT++te/kpKSwm9+8xu++93vsmLFio/OqjSPzf60ZhZ/qVTr2Fx+1TI2yYeKZWwCQKpJfBBgq2QAACAASURBVDLKWGgCqMax0dXGKh9nLHTHKKtHU8fmIoSUsfk++MLinzUeRcyUxxPpD4/NVoRFHpsacMNY3WRjgHr6B8ZPD0M/b948Dh8+/JE/+8Y3vsGSJUvIf7/W9yc/+QnTpk2jqqqKcePEZ2NHiRIlSpQonyZO+6VIS0sLweBQNq4sy8iyjFFAn+8oUaJEiRLl085pb+jPPfdcHnvsMRobGwkGg/zxj3+kpKSEggIx/c6jRBlkLCpNlaAfTRU7fzrU7yLU7xJ6vsGuTvyN+tuSHk+oo4tAnVhNxeMj2CJm3OsHdf0jH3SS/BdULkc5QzjtDf2tt97K0qVLufbaa1mwYAENDQ385S9/QR6j8qgznVBIfK1pT8dhFEX/fO/jaT2yke6mfUI1W3a/Ts07/xBqmDu2raHy779EVcTtZfZseYeah38DAg1J37p3af37o8L0APpWv0nX354Wqtn18HN0/OkpoZpNf/o3tT98UqzmczvZ/4PnhBp7V3U3e/68SaimpmnUrmsSMv3ueILeMOGg2KZDUU6d095ams1mbr/9dt577z22bt3KQw89RGbm2NT8KmoIt1+st6BpGvUdWwiFxXoMDa1bqK5/A00T9wXt6jrE5s2/p7+/UZimu6+ZAzueoKHqzZEPHiVBXz8N+1bT3bRfmKaqhOmq3IyqhIXW2A/UHsKSkCa0zW6gsxVLSrrQ81T9fgxWsQlbstWK6hN735tz0gm3daMGxS0crflpBOo7CHbqm1B2PLLJgGt3AwOHWoVpuqq6qH62guZ3aoVpNu9o5/X/Xce+Zz46R+pUCHrDPHrtet78wwFhmgAVazt58n/3owhclGiaxhtPtOLtF5tUOOAK09YwNo10ToXT3tB/UoQUHzvqV7Ct7ilCipiHk6ZpHG5+g8PNa2jp2SNEE6C9+wBVda/h9ekfITmIz9fDoUMrsdmScDjShWiqqkLVvucwme1kF50rRBOg6dBbqKpCzsSlwjRddfsIBzyklM0b+eBREuzrJtDbTmzBBGGamqYR6GjFkiK2razi9yML7k8h26xofr9QD9SckwaaRqhZ3CzvmBnFALh3HBGmmXp+GbLVRMsre4Vp5l1YgjM/nv2PbBfmgWfNSCNvQRbbH9pLX6OYkalmu5Gis1PZ/kwdFa81C9EE6G31s/u1Dp6/q0rYPdV42MvK3zfwx68dEmrs/3J7Az+6spqjFWPTje9kiRp6wBfqZ2vtcvp8LZRlLMVk0P/AGzTyDZ3byE2ZRW7KbAFnCq7+eg5UP09cTBaTSj4vpHe9ooSoqPgnAJMmXYtBwBhYgOaa9Xj6WyiaeBkms5juaH53Fx01W0krmIXNqX/O+yAdlRuxOJOIzSwVptlfdxAAZ36ZME3FM4Di82BJFWvoVb9vTAw9moYWEOfZmHIji9BQY7swTUtOCqbUeAZ2VgvTNDospJ0/gc53DxPq8wnRlAwyk78xE3dDH3WvVonRlCTOuWMWklHi3V9vFWZAz//OBLLLE3jlzj101ohZQCz4Yg6Lv5rLpmebeetv9UI0c8c7+Nb/lVB/0CvU2F/3/UxMFomfffEIe94bmzbBJ8MZb+gH/B1srXkSf6if6blXkxE3UbfmiUZ+XNYFQiYpeXyd7D38T6yWOKaO/yIGg5ia2yNHVuN2t1BWdiU2W6IQTa+7k/rqt0hKm0hyurgBL40H1oAkkzXhfGGavp5WPB11JI+bK3Toz0DtQcxxyVgSUoVpBjojoWDRHr3q9yMLDt1LtsjCQWT43pSeBCYjQYGGXpIknDOK8eytRQ2I2xLIuHQqWkih7Y0KYZqZ5+STOCGFg4/vRAmIMUoxaXbm3noWLTvaOfTSUSGaBpPM5383A5PVwHP/u4OgV8y5XnxbMWddlMbqPx9l+8titkWmnZ8o3NhnF1u5+9kSUrPN3P0/Nax7sUfAmZ46Z6ShD4QiAxN6PPVsq10OaMwquJ6kmPxT1tQ0jVDYJ9zIK0qktDAQHGD3oeWATHnZ9ZhNjlPWhEhYHaCtbTctLdvIzT2H5GT9nqemaWiaSvX+55FlI0WTPitsXKTH1UJXwx4ySuZjsYkb4dt5eBOSwUhyySxhmkowgKfpCE6BYXsAf8f7hl64Rz82oXsQa+glgwFzZgrBBnHz1wFiZpSgBcN49teJ0yxMIXZiJq2r9qGpYjxlSZKY/M1Z+Do8HHn+oBBNgAmfKyFjWiqb792FuyMSbtbr3cem27j8nml01gyw+ld70TRN95aDLEt88e4JFM2MZ8VPDnF4U8SABn36Ev8+ythrmqbL6Celm7nrmRLGT4/hvu818OIj7WiaRm9n6BOvyDjjDL0v2Me+5pdp6zvEjvpnsBgdzC74MrHWNF26Xf1HaOzaLtyTr21eT99AI3sqnyIY8lBedh12q36vu7r6FdzuNg4ffpG4uHwKCpbo1lSUIM0162lt2Ep/Ty2FZcuwWPXPZO/vqsU30EFjxesYTBYyxy/SrQnQ31KNEvTRfWQnCflTMVr1LZ4GCfR24GmsRlMVYvPFGHo1FERTFAIdrRjsMRgdYsaRDj5wxtLQaz6x+/SmnDRCTRFDr3rFLCIck/KQzEYGdhwh7PKguMWE2zMuLcff4qJ3Zz29u8SEm1NnZJE6M4vK5bsJ9Pqof0P/loMkS5z749koYZX37tlO2/4uGrfo95iL5qay8Jvj2L+6mV3P1fPOXyrx9Z/clMITMZplvnb/FFLz7Tz+//bRdHCAp24/oPseO9HYH9rSz7/va9Kl6XAa+Onjhcy7KJ7lv2vl8buaef3pLjascunSPVkMd955552f6F8cY556cO2wP69oXkWX+yjt/ZXE2zKZkX8tVtMoHprDTJ3SNJW9tc/R3ldJn6dp1EZeMw6/zgorASqqn6OlczeBYD9Txl1NYtzI/QNG0vV6u6msfI6Ojr3Isony8q9hMo0ctlVNw+v2dlZxtOJF+rqPEpuQT+GES0a10BmpXW1Xw27q9ryMu7eR7Annk5A+ckdExTzy323e+Srt+98h5HWRO+9KTPa4Ec9XsYysW/vCg3jb6lGDftJmX4CmhJFNw2+zqCPswig+L43PPEywtwtTbAJGhxODPQbZOHw+hTqC7fYePIB772581VWYUlIJdXZgzS8Y9jqolpEfqJ6tuwh3duOvPIJkMhGsa8Q6rmjY35EsI3t73l2HUN0+/PuPEOroAUXFnDd8dMNsHt4rU0Nhwt0DBJp78FbU07duP7Fzx2NwDv+dsJuHD/NrmoY9O4HWVfvo399Ex1sHyfnCzGF/J8Y0OiMYmxfPkZUHaHynFk/LAPkXDZ9bYjeMvCVhjbcgGyUqVlZRv6EZ2SCTd3bWsL/jMIx8vrnTkmja38vOZ+tp3t9LbKqVzEkJw/6OTR7+fE0WAxMXJrPjlTY2PtNES5WHohnxJGV//GdmHUETIKPQRvY4O28tb2fLK13UVniYc0kyjriPr5oZqQ2wwSgx54I4fAMqq5/s4vAuD4d2eDj/qiTMw7QVL0v85ojnO1rOKI++Y6CajoGhJJZ4e46Q8rTWnv24/R1omoIkGTAZ7YQFZO43t+8krPhR1RBmk50BTyuqqn//qK1tFwDhsB+j0UJb224h16G3oxJVDaGEAwQDA7TWb9GtCeDubSbg7QWgs24HXY1iKhhC3n58vRGv5ejbj+NurxGiq4ZD+NobUEMBjjzzJxCwdWFwOAi0txDq6cTXVEv35rXIFv0euDkzi9631gDg3rUDxe0WstUixzhwvfhaRHfdJowJYrZago3t9K9+DwDPhj0YkvTrSkYDrY+uwb2jmnDPAMGWHiGfWajPx65vPUXYG8Tb0EPI5UMRkAMw0OBi1x83IhkkvK0DuKq6hERM2vZ10rCxBQBft5+GjS1CdI9s7CAcUFFCKuGAyp6XxJTv1u7tIzbFTNAXeXatfVx/xERVI+H6pEwz4ZCGEtL495/1n68S0sgpsWJ3yihhcHWGeeZecaWXI3HGGHpFDVHZuubYa7s5EYclUXeGvaKGOdL67rHXDksSsbYMjDp1VVWhoXXzsdc2SyKpCWXIsr56bE1Tjxl6AJstmYyMabqT0DRNo6ez8thrZ1w26TnDey+jxdM7FD5LzJpMUvZUIboh71A2bEb5Epzpw3uco+Y4I5F57hUYbfq3BCRJxhg7ZNSSz7lQiEE2JSRgjB/yrpzTpuvWBLCOL0aOjTn22lIsppNl7NK5yDFDFRzG5HjdmpIkkXnTRch2y3Fv6pbFHG9n/B0XIRmGxII9+sutnLnxTLxxOpIc0Q25g3ia9Wd2p09JoeTC/GPn29/sxlWvX7dobgq50xKPXdOWChcdR/TrjpubSFbZUDS2ckMPzZX6MvxlWaJoqpOc8UPf2S2ruqk/6NGlazRLpOaYKZ4ydO++/lQXNZ9Q+d0ZY+hrOjfiC/URa01navblzC/+OtkJ5boNZ2PXdvyhPqymOCblfZa5479OSlyJ7odwe3cFgWAfRoOV8YWXMmPS14hx6MsjAOjtPUog0IckGSguvogpU76E2ax/v9frbifgi+w75ZVeQOnULwhpEhMOegl4Igk3GaXnkDv5M0IMnKZphHyRh01y6WxSxp+tW3OQwfOLLZpMXImYRQmAKTZikO25RTjyioXpWt9vJ21KS8ecOXyodrRIBgOOmWcBEe/emCamFFK2WYhdNv/9PyJhTNCfAwJgSo4l7SvHVXIISiCNKU5l3PcvPPY62O0WopsxN5e5dy9Ben+brvdwlxDdCZ8rYdn/LcIcE9kSatjQolvTYJJZfGsZ1/9tHs7UiAO0V4BX74g3cfUvy/j28umkF0cM8zt/199yOaPIxi33l/KTf01k3MzIs3HlH/XpSpLElHlOfv5kMb/9dylzL4xD0+CvP2tCUcY+Me+MMPTuQBf9/nZm5F3DnMIbSI8rE1JGFQr7aeraxbispZw94WYyE6cI0dU0jfqWDaQnT2Fu+bfJTpshrOyrrW0Xdnsy06ffRE7OfGG6vR2HkWQj48+6ltySxeIy7XsjDTcyShaQN+ViYbpqKIAaDuJIzSdnzueE6Q5isNjIPPcKoZrG9w198jkXjnDkyWHNjxh657TpQq+DY3YkOmApyheqG7tkDnKMHUNcDJJJXMfBhKVn4ZicH3kh8HxTFo4j59pIHw1Rhh4g8+w85v36fCSDRG+lGEMPkDMng8sfvwBnVgz1m/Qb+kEKZiXzjefOZdyidPatakIJiWn6Uzg9nu89N4tl3yli/9pOeprFJFIWlTu5ffkEvvPIOFwdQQ5sEtM5sXiyne89UMB9a8aTN87Kuy+MfendGWHorUYn0/OuIilm+CSjkyWkeJk97mvkpc7BoDMycDxefzcleRcwqeTzWMwxI//CKInsyduYMeMWnE6xbYQH+pqYMufrpGSK82AB3L1NpBefTd7U0SX2jZaQrx+TPY6iRV8W2p4WAEki45zPYnKI8TYHMcXGY88rwZ4raIvhfWz5hSBJOMunCdU1ZWdgykoXFrYfRLZZiLt4AYYk/WH745EkicyblyGZjcIXfvlfOZvEuYUEe/SFgE8kc0E+c+86n76jYo1FYmEcn/v7BWiKRtAjrreAPd7MF/48k4XfLKV+p7jOnkazzJKv5/P9F2bTdlTcNZYkiakLE/jli1NwJoh9TmQWWPnWb3KZ9xmx9/FHcUbMejUaLCMfdArYLWKay5yIw5aMw5YsXFeWTZSWXipcV9O0SCmdTfwNG5OYQ2zKucIfvOGAj6LzbsBkF2uMAZx5ZcSPnyFc1xSXgKNg5IqDk9ZNTSVm8lSM8eINp2P2dOGGHsC5ZDbhLvElSuaMRFKvWyRkj/54JFli/B0X0b1RXJvdQbIWFmByiGmedTz2RCvL7ltEyBcCxHTLhMh9MeOqAuGDdACSc2wk54ht/AQgGyRyy8SU356ILcYwJrrHI2mfslmKF0768ZjoambxayLVOjbrLGWMdMP2sbkhw3bxgaVgzPCamqad0uIh6BxFuWAoOGI53YmERhG4CXvcGB0nF+EJxY3u6x12uUZt6EOxo29OovQNIMfYkQwj3zty7Ml5jkq/B0PsyA9fR8zJVcBoioqmqsgjbAskOU4+kWqk+y7NLqZd7Ikkm8VGEgZJMY/N+SYaxZ9vnGFsrkGsQfyIY4DPFe0WpnVGePRRopyI6AjB8ZyskR8tJ2vkT0pbsDc/iCFOTGOfj9QehZE/FSSDjDRM3wxd2mN430WJ8nGcEXv0UaJEiRIlyplK1NBHiRIlSpQon2I+daF7zTQ2+8iqWbyuOmbnOjbrN3UUbWVPBWWEFringjpGd7Y2Rnkz2hgtucciAUfSxuY+0NQxur+Usbm4QUX8zeANj822j2cULXBPBZsyNonOJknfkJqPQpbEJ/8BGKTTP80t6tFHiRIlSpQon2Kihj5KlChRokT5FBM19FH+K1FC4ktavN3NKKGAUM2BukN4msUMyzmmeXAPrl2bRz7wJHDv2UXv2reEanp27cO1as3IB54EvgNH6Fu1TqhmsLUH11oxg5IG0VSNgYPNQjUBwt7gJz7LPMp/P1FD/wkQDos3Sn39jSiK2H23Plc9bc07hT5IfO5u9q9/EG9/uzDNcNDHnpd+Tdvh94RpaqpKzeuPUv/uCmGaAO0bVtO+6TWhmq7dW4Qbes+hgwzs2CZU0191hIF1G8VqHjiKa+WbaGH9UxwHGdh0gLYHXiLcK649bcdreznw3afx1HQI03RVtvP255+ga7v+fu6DhLwhNvx8PUdW6Z9pfzztB3vZ94LYBa6madRuF9dNb5CAVxHWjvd0JWro30fTNCqb19DQtUOoblvXfjbu/T/cXnFfeI+ngz37Hqf66Cphmko4SOW+Z6k78iaqwAVEXcUq3K5mDCb9I1UH6ajehBL04UwR13FtoKWakLefhMJyYZphrxt/ZwsxucPPCj9Zgt0dmJNShWpqfj+yRWxilWy1ovr8QheOpswUUFXC7eJavtqnFALg2V8rTDPx7BIkg0zX2weEaToLkzFYTRx5aqcwTaPVSH9jP7v+spOge+TZ8qNl59NVrP3NLtoP9grTPPhWG49/dQs7nhO40AmqPHDDbv51Z5XQ+7S2wsPvv1aJp1/cglQPUUNPxMgfbl5DQ+dWvAFxD5CevhoO1Pwbhy0FmzVh5F8YBeGwn30Hn0I2mCjIWyxEE6Cm6lX8vm7GT74Sg1FM5q+ro5qe1gNkj1uMxSZmHrkSDtJWuZ7Y9FIcidlCNAF6qndiMFuJy5soTNPTGGl3GpNTIkxTDQYI97uwJOufZPgB3UBAyHz745GtFlBVEOh9mzIjC5xQa6cwTWthBrLDine/OA/UFO8gfmYBXWsPoilivEWD2UDhF8rp2dNCz34xs8wlWWLmbbPx9/jY/8ReIZoAi35wFrZ4C6//dBvhgJgM+rLF6RTNSWbV3Qdo3CdmAWEyy4yfl8iWF1p59T5xC73e9iAHN/fz+6+eHsb+jDf0x4x81zZyk2cxLnOJEN0BTyt7q57Bbk1iauk1GGT9vaI1TeXg4ZX4fb1MKrsGi0WM8ezpqqalcQtZeWcTnyhmYIqmKtTuexmLPYHM4nOEaAJ0Hd1GOOAhc6K4RY4S9NNXt5/4wnJko7ie3u6GKmSzBVt6jjDNYHckMmROFuvRqwHxHr30vp7qF5f3YMqIzIAItYgz9JJBxj4xH8/eWqFeXfL5kwj1eOjbVSdMM/fSiZicFo4+Lc6rT5mUQtGyYg6tOEh/g5gJbbY4M0t+NoPumn42PlghRFM2SFz5u7Nwplh45ru7cHeJua8u+nYBcz6XwRsP17PhGTF5FdPOS+CW+4qpP+g9LYz9GW3oP2Tks5YKaVHpC/Sy+/BTGA0Wzhp3HSajmCELdQ3r6OqupLjoMyTEiwlbh0M+DlesxO5IoaBE3PjTtrqteAfaKZh0MQaDGOOpqgqth97FkZSHM1XcBDdX3T7UcJDEErGDaNyN1Tiyi5FkcfXWga5IroN5DDx6ySrYo7dF9FS/uBwV2WbFkBAr1NADOKYWEO7qI9QmLtScMLsIQ4yVzrfEGDoAo91M/hVT6NhUR/9RcaNpz/rWdGSzzI77tgvTLFyQweTPFbBzeRVNu8R8Xo4EM9fcOx1vX5B/fX8XioDBOJIkcdWdpUw4J5GVv6pi31tiznX6+YmnjbE/Iw2929ch3MgraohAcIBgyMvuyqdQ1TBnjb8Oq06vOxiMDGLo7jlMbf3bpKVMJTtzri5NACUcWQ0fqXyZYNDNuMlfEGKQVVUhFPDQcPAN4pKLSMycpFtz0MvqqdtN0Osic6K4efcAPVU7MTuTcKTlC9MM9nUT6uvGITBsDxDs6gBJwpQgdrqh6g8gmwXv0b/v0WsCPXqI7NOLDN0D2Ce/v0+/T1z4XjYbST53PD2bjhD2iLsG+VdMwWAzcfTpXQBCohD2ZDuTvzKVpvcaad4S8WpFTJdbeNtU4jIdvPHz7QS9YYJe/cYuc0Icl/50MnU7elhzbyUAnh5919dgkrnh3knkTnLy5PcOUrPLhaZp9DTrW6R+lLHvaPAT9H+yyX9nnKHv97ZS0fiKcE++rWsvDW2b2Vv1NP6Ai6ml1xBj1+91Ha19g47O/RyofJYYRxrjSz8rxMgd3LeCjta9tLfsJrfgXGLj9IeXgwE3DQdfp6HyTcIhPwVTLhVyrq7mg7i7Gmg5uBZbXDrxWWW6NQF6juzC7+rA3XqExJLpwhYP7sZq3A2RLOaYXDGGXvF5Ubwegt3tmBKSkY1iWv+pgcgDUhuL0L11KHQvNHyfmUKopRNNUQh1iMmpMWclYUx04t1XS6Cpi3CPmKlsyedPQguG6VlfSccb+4VomuNs5F4ykZa11fRVd1LzjJgpZxOumYgz28mOe7fSvKmJurf071mbHSYu+MVM+po9rP/TXtb9aS99LfqnyJ11WTazrspj0z9q2f1SE0/fugNV0bfgsdgNfP2hKcSnW3jkW/vZ8kIb//6d/rHCJxr7159o482n2nTrngxnnKGvbl1Lv7dFqJHXNJW6lo3Ut26kz93MpOIrSIjN132u4bCf9s59VBx6BoBJE67FYNCfKOdxd9DTWcmhfc8Q48wkr0jMfvdAVy3N1etpq9lMWv4sHHEZQnS9vS1Urv0r/v4OUornEA74hOj21VVQ/coDANiSMvH3ifESW95aSefWN5HNFgI97QR6BehqGnV/+wO+xjpkk5mud19D8eu/Dr4j1bQ9+ThaOEywrZWOlc8I8RD731qHZ0ekNr3vjbdxrRZTT9+3ej2qx4/mD9D2i4cJHm3UramGwvS/uxdzZhKevUep/9FjqEH9lSehPi9IYE6OoeHv66l/+G3dmgAhT5CspeOQJNh8ywu0bxCTRGYwG5h+60z66vp45wdv075bjDHKnp7C9OtK2fd8DftfqOHoO2L2wT9z+wRyyxN44Sd7adzn4shG/d8zZ6KZm/42FYNJZsVPKtn3ZifttSc/jvhEjjf2bz3VzisPt+Dp++RC+WeUoe8eqKV7YCg05/I24fHrvzk6eg7hOy5bv6l9O4Ggfo+gvWMvqhp54ChKkKM1r6Mo+ktgutoH9ww13O42jhx6GU3TH0rq664l0l1do71uKw2H3tStCeAf6ER9f6uhYddLuLvqhOgqQR9hf8S7aFj3L2F76ZLBSGigFzUYoGPLGsyxibo1ZZsdNRhA8QwQaG8m2NOJwao/98NaUIj3YKQEzFddhSkhSUhkw1JcgGdzZL/Xf7AKS56YhESD04FnU2QBEaxtxpgi4NqajPhrWvFW1KF6A6huP5JZ/zaWMcZKwyPvEOxyE+7zoXiDQjLww+4A2+9YhaZoKL4QngYxeQWtO1p472eRZkRqSKVjr5iS4IOr69m78mjkhQbVb+s39JqmsfGJGtqrh56zO57XX3anhFXe/UcjAU/4/b8Dbz+mX9fnVtj66pCN8PYrrHqkRbfuaDljDL2maVS3DK2ok5xFTMi+iBibvuxlTdOoaxlq3JKSMJ4JhZ/FYtY/h7ulbaimPy1lKmXjrhDi0Xd1DNX2ZuXMpaTsMiRJ/63Q3z3kWeROuJCc8efr1gTw9w89cPJnfp6EbDElcEpwyCPOXXg1Fqd+owF8IHM/c/HnkQz6FxCSJGFKSDr2OvFsMdfWYLdjTh+KvMScNU2IrjkvB2PqUB6BpVhM8qhjXjmGpPhjr41pYj6z5KsXYYiPOfZaNuvfGpEMMsU/vBRj3NCCTPHqX6jb0pzM+v0lGGMiz4Jgn59gv/6Ex4wZmZz3pyUY7ZF/e1+tC3+fft0Jy/JY+vMZGK2R70Hzni483fp0JUliwdeKOO+WUozvD/E6vK6DgU59ugajzKX/W8Sir+RgeH/Y1vaX23C169t6ssUYuO7HeSy+JvWY7pon2+huFZu/8nGcMYa+3XWQfl8rsbYMphddx/Sia4m16w8t9/QdZcDbitUST3npF5laerXuBDyA/oFmBtwtGI02JpVdzYTxn8do1J8V7ff14u5vRpKNjJt0JcVllwjxZMMhPx5XZIVaOOUycsaJSZjTNA1ffyTqkjXlQlKLZ+vWHER5fwsgZfJC4vP1Jw0OIr1v6OMnzMSRXShMdzABz1EyEWtapjBda0HkHC25eZiSkkY4enRIkoRj5lkAGFOSMcaLKQWVjAbili2I/L/NghxjF6JrcFhJ++oFQ3/HJCYHwpLipPj7y469DnvEVCDEFiUz4+5lyO9P1fQ0uoTops/IYOkDF2KOjSwiOvaI6Wg5/sJcrv77IpzpdtDg6Dr93qwsS8y9roBvPjOf9HGxqIrGrhebdOuarQaWfbuQO16aRemcBJSQxrtP6t8iik0ycf1P8/nta1OYe0kSoaDGv+8X3yb5ozgjDL2qKbT07GNK/hXMLv0aSU5xHdUa2jaTn3kOcyffTHKCuA5oLW3bSYgvZvb0W0lNmSxMt6v9AGZLLOUze17NuAAAFAJJREFUv0F61nRhugM9DSBJlEy/ioyis4XphvwDqOEAqSXzyJx4njBdiPTLt6fmkjnzIqG6stGEwWIjfcElQnXN73v0SfPFePODWAsjpYox08TdDwCOmZHogLVE3GIHwLFwBnJcDMbURKHVF86zJ2KfEnk2SAI8+kHiZxaSedUcABSB2fdJ5VmU/3QpyJKw8D1A8sQULnj4ImxJNmGGHiB1fAJffPp8smekcGStOAOXVuLkG/+cx/wbCtn1YiOqKqYXQlqBnZsfn8qX/zCB/Wu78LjEdAxNzbVy0x+L+eWLk3B1BGmq1p8DMBJnhqFXFcoLv0B6/AShD4awEqA070KKc84TElIfRFUVYp05lE/+srCmOIMEg26mz72V2HhxTVwA3K5Gxs+6jtRcscbC399BQs4U8qaLqTYYJJJwJlGw+Hpkg9jh9ZLBSNr8izHaY0Y++CQwxSdhzy/BlpUnVNdaUAAGAzFTpgrVNaUmYy7IFRa2H0Q2m4j9zHxMqWLC9oNIkkT615ch2y1C7zWAnC/Pxzkpm7BbbKg2Y2ERk767ELcgj36QhKIELvjrRXg7xBohe6KFKx48h6SiWAID4lptG80GLritjM/eOYXuev1Z/YNIksT0ZWl8b+UMYYZ+kPwJDr736HgSUsXZjo9D7BPuNMUo0Ah/UNeC0ZYiXFeWDWSmizWYgxQULxHawGWQtLxZmK368xJOxGhxUDTvGiRZ7JpUU8LkLrgSs6B9+eNx5BSTMFncFsMgpoQk4d48gNEZS9zZCzA4xC5MAGJmTRPu0QM4F89mYAymuJkzk0i+aqFwXckgU/LDSwi0i+k8dzx5l03CVSnO8x4kNieWmbfNRtM0oQsfg0lm4XenCqnTP5GCmWK2nk7E5jRic46NuXTEjb0ZPu08+rvuuovf/va3H3hv06ZNXHzxxZSXl3PttddSWyuuJ/GZxlgYeWBMjDyAPT4DWVBnveORjSahfe2PJ6l8gZDkxhOxZedjyysWrguQcL6Y1s8n4pg9HUOimDkPxyPbLDiXzhOuC5BwkfhFGoA52Ylzorj5DMcTP15sp8RBbEk24dGNQWTjaWd+PrWcNle6t7eXO+64g+XLl3/g/a6uLm655RZuu+02tm3bxrx587jllluiM5mjnLaIjj4MIpvMY/fQFTzQ5piu1Tp25yygBO6jkAynzWMxShQhnDZ39LXXXovBYOCCCy74wPtr1qyhrKyMxYsXYzabuemmm+jo6GD/fjFdpqJEiRIlSpRPM5/YHn04HMbr/XBihyzLxMTE8MQTT5CWlsYdd9zxgZ/X1NRQVDQ0wMRgMJCTk0NNTQ1TpkwZ8/OOEiVKlChR/pv5xAz9tm3buOGGGz70flZWFmvXriUt7aP3mHw+HzExH0wSstls+Hwf3f7zjd2/1H+yUaJEiRIlyqeET8zQz5s3j8OHD5/079lsNvwnjLn0+XzY7WIaZUSJEiVKlCifZk6bPfqPo7Cw8ANZ9oqi0NDQQHHx2GQfR4kSJUqUKJ8mTntDv2TJEioqKlizZg3BYJCHHnqI9PR0JkyY8J8+tShRokSJEuW057Q39CkpKTz44IM88MADzJ49m02bNnH//fePWclOlChRokSJ8mlC0v6LC9LvuusuTCYTt99++7H3Nm3axN13301TUxMTJkzg17/+NQUFH27BqWkaf/rTn1i5ciWKonDZZZfxwx/+EIOASWN6ufHGG9m5c+ex16qq4vf7WbFiBdOmfXC6WE9PD3Pnzv1AzsIll1zCL395+iYlXnzxxTQ2NiK/X2+emZnJ6tWrP3RcMBjkzjvv5K233sJoNHL99ddz0003fdKnO2oefPBBnn32WdxuN2VlZfz0pz+ltPTD8w/+Gz6zgwcP8rOf/YwjR46Ql5fHL37xC8rLyz903BNPPMFjjz2Gx+Nh8eLF/PKXvzyt82d27NjBb3/7W2pqakhISODGG2/k6quv/tBx3/jGN9i8efMHnge7d+/+JE/1pHnssce49957MZmG+gv87W9/Y8aMGR84btWqVdx77710d3cze/Zsfv3rX5OcnHyi3GnByy+/zM9//vMPvOfz+bjyyiv51a9+9YH3/5s+s3379vGtb32LDRs2ANDX18ePfvQjtmzZgtPp5Oabb+bKK6/8yN8drY37ANp/IT09Pdrtt9+ulZaWavfcc8+x9zs7O7WzzjpLe/vtt7VAIKDdf//92kUXXaSpqvohjeXLl2sXX3yx1t7ernV0dGiXX3659sgjj3yS/4xR84Mf/EC77bbbPvJnGzZs0JYtW/YJn9Gp4/P5tLKyMq27u3vEY++55x7ty1/+stbf36/V1tZqixYt0lavXv0JnOXJ8/zzz2tLly7VGhoatFAopP3lL3/Rzj33XE1RlA8de7p/Zn6/X1uwYIH29NNPa8FgUFu5cqU2Z84cze12f+C4tWvXavPnz9dqamq0/v5+7cYbb9R+/vOf/2dOehS4XC5t5syZ2ssvv6wpiqJVVFRoM2fO1DZu3PihY+fPn6/t27fvP3CWp85tt92mPfroo8Mec+jQIW3atGnanj17NJ/Pp/3oRz/Sbrzxxk/oDPWzceNG7eyzz9ZaW1s/9LP/hs9MVVVt5cqV2vTp07VZs2Yde//WW2/Vvve972l+v1/bu3evNmvW/2/v7mOaut44gH8hCGWCb7xk2cZQiGB5rXMqBEYdGIauQERFQbOFIS/ZHy6aOTYNEWYqSxa6hW3ghkuGQxcUO4uKjohmWTIhsolkUiJI1SljWwWrUCgtPb8/CB2XtoD8aCn1+SQk9Nxze8/p03uf3tvbc9aw69evG63/NDluLJu/dG/KTAyuI5PJ8Pbbb8Pb2xteXl7IycnBjz/+aK0uTNmlS5fQ0NCAwsJCk8tbW1uxYsUKK7dq+m7dugVPT08sWTL5GPMymQw5OTlwd3fH0qVLsXPnTpuMETAysmNubi58fHzg5OSEt956C11dXeju7jaqa+sxa2hogKOjI9LT0zFv3jxs2bIFnp6e+Pnnnzn1ZDIZtmzZgmXLlsHd3R3vvfceZDIZhoeHZ6nlE+vq6oJQKERiYiIcHR0RHByMtWvX4vfff+fUe/jwIXp6ekxejbFlcrkcfD5/wjpnz55FXFwcwsPDwePx8P777+OXX36BUqm0Uiunr7+/Hx9++CEKCgrw/PPPc5bNlZgdOXIEx44dQ25urqGsv78fly5dwu7du+Hi4oKwsDCIRCKcOXPGaP3pDiBnk4lep9Ph8ePHRn99fX0ARi4XisVio0uEEw2uM15nZyfnzv1ly5ZBoVBYbWjdyfo4WqeoqAh5eXlGYwmMksvluHfvHhISEhAdHY39+/fj8ePHVumDORP1rbW1FU5OTti2bRsiIiLwzjvv4Pbt20bPoVKp8PDhQ6MYmYqltUzUr8zMTGzatMlQ9/Lly1i0aJHRAQmwzZiNpVAoOPsRYPq1N7UPqdVq/P33zE+wMhP4fD4+/fRTw2OVSoWmpiajD12tra2YP38+cnJyEBERge3bt9vsJeBRAwMDUCgUOHbsGKKiorBhwwZUV1cb1Rsfs8WLF2PhwoVzYv6Qo0ePIiAgAOvXG0/sNFditnnzZshkMoSG/jf1+N27d+Hk5AQfn/9mFDV3rHuaHDeWTc5eZ43BdQYGBsDj8Tj19Ho9hoaG4OLi8n/2YHKT9REAamtr4eLigoSEBLPP4+bmhrVr12LXrl3QarXIy8vDwYMH8dlnn1ms7ZOZqG/Z2dkIDQ3Fvn374OnpidLSUmRlZaG2tpYTj9GYubq6Gsp4PJ7RmArWNJWYjdY7ePAgPv74Y8N9CGPZYszGUqvVnNcdMP3am9qHRstt3ZMnT5Cbm4vg4GDExsZylmk0GggEAuzbtw++vr6orq5GVlYWLly4AC+vmZ+tciYolUqsWrUKaWlpKCkpQUtLC3Jzc+Hl5QWh8L/Z+MbHDJh4ADJb0d/fj8rKSpSXl5tcPldi5u3tbVSmVquNYmLuWPe0A8iNsslEb43BdXg8HjQaDaeek5OTVZI8MLU+SqVSpKammkwWo8bfwLVnzx7s2LEDer1+wvUsabK+jb35ac+ePTh+/DjkcjlWrlxpKB994w8ODhre2IODg7N6o9dUYnbmzBkUFhYiPz8fiYmJJuvYYszGMrUfmXrtTe1DADB//nzLN/L/8Oeffxq+Zvn888+NXvP169dzzhrT09Pxww8/oLGxESKRyNrNnRIfHx9UVlYaHr/66qtITk5GfX09J9Gb+8BmyzdQAiNfYb7wwgsmbwgF5mbMRrm6unL2I8D8sW66A8jN/lFlBj3N4Dr+/v6cugqFAn5+Mz9v9nT19fXh2rVr2LBhg9k6er0excXFuH//vqFMo9Fg3rx5NpEwTKmqqsKvv/5qeDw8PAydTmf0AWvRokXw8PAwitH4S8q25KuvvkJRURFKS0uRkpJiss5ciNn4/QgYee3H70f+/v6cS4YKhQILFiwwedZiK27evInU1FRER0ejtLTU6EwKAC5evIja2lpOmUajsdpJwHTcvHkT33zzDadMo9HA2dmZUzb+uNfT0wOVSmXT+xUAXLlyZcJj4VyM2ShfX19otVp0dXUZykztb8D0B5CzjSPLDHmawXWSkpLw7bfforu7G0qlEl9//TWSk5NnodWm/fHHH/D29jb7NQUwMiFQc3MzJBIJ1Go1/v33X0gkEs53xbbmn3/+gVgsxl9//YXBwUF88skn8PPzM3lzWlJSEr744gs8evQId+7cQWVlpU3FaKzTp0+joqICJ06cQGRkpNl6cyFmkZGRGBoawvfffw+tVovq6moolUpER0dz6iUlJaGqqgrt7e3o6+tDSUkJRCKRzXxgGU+pVGLXrl3IyMjARx99ZLadarUaYrEYHR0d0Gq1OHr0KAYHBxEVFWXlFk/dc889hy+//BIXL16EXq/H1atXcf78eaP3lUgkQl1dHZqamqDRaCCRSBATE4PFixfPUsun5saNG2bP5oG5GbNRbm5uiIuLQ3FxMQYGBtDS0oJz586ZvCI47QHkZvrnA9aUl5fH+XkdY4xdvXqVJSYmMoFAwNLS0lhnZ6dh2caNG5lMJmOMMabT6ZhEImFRUVFszZo17NChQ0yn01m1/ROprq5mW7duNblMIBCwa9euMcYY6+7uZu+++y5bvXo1W7NmDSsoKGAajcaaTX0qQ0ND7PDhwywqKooJBAKWlZXFHjx4YFg+tm8DAwMsPz+fRUREsMjISFZWVjZbzZ5UfHw8CwoKYgKBgPPX0dHBGJt7MZPL5Wzbtm1MIBCw5ORkw099MjMzOXGoqKhgr7/+Olu1ahXbu3cvU6vVs9XkSZWVlbGAgACjGEkkEpafn8/y8/MNdY8cOcKEQiELDw9naWlprK2tbRZbPjX19fVMJBKx8PBwFh8fzy5cuMAYY0Z9O3/+PIuPj2crV65kWVlZTKlUzlaTp0Sn07HAwEDDvjRqLsesoaGB8/O63t5etnv3brZ69WomFArZqVOnDMvKyspYZmam4fFEOc6cOT1gDiGEEEImZpvX2AghhBAyIyjRE0IIIXaMEj0hhBBixyjRE0IIIXaMEj0hhBBixyjRE0IIIXaMEj0hxEhTUxN27txpsedvb2/H5s2bodPpLLYNQsgISvSEEA6NRoMDBw7ggw8+sNg2li9fDj6fb3aSEkLIzKFETwjhkEql8PDwQFhYmEW3k5GRgfLycjx58sSi2yHkWUeJnhA7JhaL8eabb3LK7t27h8DAQMjlcpPrfPfdd5wJRKRSKRISElBVVYXY2FiEhIQgPT0dt2/fNtQJDAzEqVOnsH37doSGhmLjxo1obm7GiRMnIBQK8corr2Dv3r0YGhoyrOPv748XX3wRJ0+enOFeE0LGokRPiB3btGkTOjo60NraaiirqanBihUrwOfzjep3dnbizp07WLduHaf8/v37OHv2LEpKSnDy5EmoVCocOnSIU0cikSA7OxsymQxubm7Izs5GfX09ysvLUVRUhLq6OlRXV3PWEQqFuHz58sx1mBBihBI9IXYsKCgIgYGBqKmpMZTV1NSYnS2vpaUFrq6ueOmllzjlWq0WhYWFCAkJQVBQEFJTU9Hc3Mypk5qaitjYWPj5+SE5ORkqlQoFBQUICAjAG2+8AT6fj/b2ds46y5cvx40bN2aot4QQUyjRE2LnUlJScO7cOej1ely/fh0PHjwwOQUmMDKV68KFC+Hg4MApd3BwgK+vr+Gxu7s7tFotp87LL79s+N/V1RWOjo6cDww8Ho9z6R4AlixZAq1WC5VKNe3+EUImRomeEDuXmJiI3t5eNDY2oqamBjExMfDw8DBZ18HBAcPDw0bljo6OcHJy4pSNn/hy/HIHBwejDwzj6fV6w/MTQiyD9i5C7JyHhwdiYmJQV1eH+vp6s5ftAcDLywuPHj0ySuKW0tPTA1dXV7i7u1tle4Q8iyjRE/IMSElJgVQqhUajMbrRbqywsDBotVqj79ItpbW11eI/4yPkWUeJnpBnwLp168Dj8SASieDs7Gy23tKlS+Hn54fGxkartKuxsRFxcXFW2RYhzyoHZq1rdISQWdPb24vXXnsNVVVVCA4OnrDu8ePHcfr0aUilUou2qa2tDTt27MCVK1ewYMECi26LkGcZndETYsd6e3vx008/Yf/+/QgJCZk0yQPA1q1boVKp8Ntvv1m0bRUVFcjIyKAkT4iFUaInxI7pdDocOHAAd+/ehVgsntI6zs7OOHz4MIqLiy3Wrlu3bqGtrQ3Z2dkW2wYhZARduieEEELsGJ3RE0IIIXaMEj0hhBBixyjRE0IIIXaMEj0hhBBixyjRE0IIIXaMEj0hhBBix/4HzFvzavzHuUQAAAAASUVORK5CYII=\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('x').mpl(figsize=(10, 6), scalar_field=field.y, scalar_colorbar=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add scalar colorbar label" ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('x').mpl(figsize=(10, 6), scalar_field=field.y, scalar_colorbar_label='something')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add filter field" ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl(figsize=(10, 6), scalar_filter_field=field.x, scalar_field=field.y, scalar_colorbar_label='something')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Scalar colormap" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl(figsize=(10, 6), scalar_filter_field=field.x, scalar_field=field.y, scalar_colorbar_label='something',\n", " scalar_cmap='plasma')" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl(figsize=(10, 6), scalar_filter_field=field.x, scalar_field=field.y, scalar_colorbar_label='something',\n", " scalar_cmap='plasma', scalar_clim=(0, 1e6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Vector field" ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl(figsize=(10, 6), scalar_filter_field=field.x, scalar_field=field.y, scalar_colorbar_label='something',\n", " scalar_cmap='plasma', scalar_clim=(0, 1e6), vector_field=field.div, vector_scale=3e16)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Color vector field (vector_color is False)" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl(figsize=(10, 6), scalar_filter_field=field.x, scalar_field=field.y, scalar_colorbar_label='something',\n", " scalar_cmap='plasma', scalar_clim=(0, 1e6), vector_field=field.div, vector_color_field=field.y,\n", " vector_scale=3e16)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "vector_color is now True" ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl(figsize=(10, 6), scalar_filter_field=field.x, scalar_field=field.y, scalar_colorbar_label='something',\n", " scalar_cmap='plasma', scalar_clim=(0, 1e6), vector_field=field.curl,\n", " vector_color_field=field.y, vector_color=True, vector_scale=7e15)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add vector colorbar" ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl(figsize=(12, 6), scalar_filter_field=field.x, scalar_field=field.y, scalar_colorbar_label='something',\n", " scalar_cmap='plasma', scalar_clim=(0, 1e6), vector_field=field.div, vector_color_field=field.y, vector_color=True,\n", " vector_colorbar=True, vector_scale=3e16)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Label vector colorbar" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl(figsize=(12, 6), scalar_filter_field=field.x, scalar_field=field.y, scalar_colorbar_label='something',\n", " scalar_cmap='plasma', scalar_clim=(0, 1e6), vector_field=field.div, vector_color_field=field.y,\n", " vector_color=True, vector_colorbar=True, vector_colorbar_label='vector', vector_scale=3e16)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Vector cmap" ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl(figsize=(12, 6), scalar_filter_field=field.x, scalar_field=field.y, scalar_colorbar_label='something',\n", " scalar_cmap='plasma', scalar_clim=(0, 1e6), vector_field=field, vector_color_field=field.y, vector_color=True,\n", " vector_colorbar=True, vector_colorbar_label='vector', vector_cmap='hsv')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Vector clim" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl(figsize=(12, 6), scalar_filter_field=field.x, scalar_field=field.y, scalar_colorbar_label='something',\n", " scalar_cmap='plasma', scalar_clim=(0, 1e6), vector_field=field, vector_color_field=field.y, vector_color=True,\n", " vector_colorbar=True, vector_colorbar_label='vector', vector_cmap='hsv', vector_clim=(0, 1e6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Multiplier" ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('z').mpl(figsize=(12, 6), scalar_filter_field=field.x, scalar_field=field.y, scalar_colorbar_label='something',\n", " scalar_cmap='plasma', scalar_clim=(0, 1e6), vector_field=field, vector_color_field=field.y, vector_color=True,\n", " vector_colorbar=True, vector_colorbar_label='vector', vector_cmap='hsv', vector_clim=(0, 1e6),\n", " multiplier=1e-12)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Save plot" ] }, { "cell_type": "code", "execution_count": 80, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field.plane('x').mpl(figsize=(12, 6), scalar_field=field.plane('x').angle, scalar_colorbar_label='something',\n", " scalar_cmap='twilight', vector_field=field, vector_color_field=field.y, vector_color=True,\n", " vector_colorbar=True, vector_colorbar_label='vector', vector_cmap='hsv', vector_clim=(0, 1e6),\n", " multiplier=1e-12, filename='mpl.pdf')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.3" } }, "nbformat": 4, "nbformat_minor": 4 }