diff --git a/luxpy/color/utils/plotters.py b/luxpy/color/utils/plotters.py index 6313408a..28acb9e3 100644 --- a/luxpy/color/utils/plotters.py +++ b/luxpy/color/utils/plotters.py @@ -1127,7 +1127,7 @@ def plot_cmfs(cmfs, cmf_symbols = ['x','y','z'], cmf_label = '', ylabel = 'Sensi | figure axes handle. """ if isinstance(cmf_symbols,list): - cmf_symbols = ['$\overline{'+cmf_symbols[i][0]+'}'+cmf_symbols[i][1:]+'(\lambda)$' for i in range(3)] + cmf_symbols = [r'$\overline{'+cmf_symbols[i][0]+r'}'+cmf_symbols[i][1:]+r'(\lambda)$' for i in range(3)] else: cmf_symbols = [cmf_symbols,None,None] diff --git a/luxpy_basic_usage.ipynb b/luxpy_basic_usage.ipynb index 8ef1e73e..c8e2ec70 100644 --- a/luxpy_basic_usage.ipynb +++ b/luxpy_basic_usage.ipynb @@ -12,8 +12,8 @@ "![LUXPY_logo3.jpg](attachment:LUXPY_logo3.jpg)\n", "# Basic usage of the Python luxpy package for color science \n", "* Author: K. A.G. Smet\n", - "* Version: 1.11.0\n", - "* Date: August 07, 2024\n", + "* Version: 1.11.1\n", + "* Date: August 08, 2024\n", "* License: GPLv3\n", "[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.1298963.svg)](https://doi.org/10.5281/zenodo.1298963)\n", "\n", @@ -37,7 +37,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Luxpy version: v1.11.0\n" + "Luxpy version: v1.11.1\n" ] } ], @@ -1303,7 +1303,7 @@ }, { "data": { - "image/png": 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", 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+OHHihGx8yZIlBu+r6wr59ddfDVp5lJCQkIBPPvkEgYGB2hgkf39/fPPNN9i/f7/WWmUJGRkZGDx4MJKTk7Fx40Z4eHhYfI8PP/wQpUuXxuTJkw1WT3758iW+/fZbo9f3798fM2fOxJIlS2Bvb2/x4yuhWbNmiImJ0bNwNWrUCL6+vlixYoVevMyuXbsQFhaGt956Szt2/fp1vUwtgAmAO3fumBUe/fr1w/Xr17Fz5069c8JrZeDAgQgLC8Py5cv15qSkpCApKcnkY+iiVqv13KC+vr7w9/eXPefKlSvj3LlzMgvcvn378OzZM9m10dHRsmN7e3vUqlULPM8jIyNDdu7KlSto3ry5ReslihaUCk4QYFaAFi1aYNq0aXj8+DFq1aqFHTt2WBSjMnDgQEyZMgVTpkyBt7e3opiMr7/+Gvv370erVq0wduxYZGZmamt53LhxQzZ39OjRmDt3LkaPHo3GjRvjxIkTBj/Uu3fvjnXr1sHDwwO1atXC2bNncejQIW16rqXMmDED4eHh2LFjh8wVMW7cOKxZswYTJ05Ely5dLAru/fLLL3Hx4kW0a9cODx48MGi9AoA+ffrAxcXF4DkvLy/s3LkTXbt2RYMGDWQViq9cuYKNGzeiWbNmRtfg4eGhqM9XTujWrRtsbW1x6NAhmdvN3t4eP/74I4YPH44mTZpg0KBBKFGiBK5evYqVK1eiXr16svkHDx7EzJkz0bNnT7z55ptwdXVFSEgIVq5cibS0NLPP49NPP8W2bdswYMAAjBo1Co0aNcLr16+xZ88eLFu2DPXr18e7776LLVu24MMPP8TRo0fRokULqNVq3Lt3D1u2bMF///1nNn5KSkJCAsqWLYv+/fujfv36cHV1xaFDh3Dx4kUsWLBAO2/06NHYtm0bunTpgoEDB+LRo0dYv369LFgZADp16gQ/Pz+0aNECpUqVwt27d7F48WJ069ZN9tq7fPkyXr9+jV69eileK1EEycdMLYKwKsZSwV1cXPTmGqoAHB0dzb/77ru8u7s77+Hhwb/77rv81atXzaaCS2nRogUPgB89erTB89BJ2+Z5nj9+/DjfqFEj3t7enq9UqRK/bNkyg4+RnJzMv/fee7yHhwfv5ubGDxw4kH/58qXePWNiYviRI0fyPj4+vKurK9+5c2f+3r17eim3SlLBL126xNvY2PDjx483eP7ChQu8SqXiP/nkE71zptKd27RpYzS9WvoTGhpqdG0C4eHh/P/+9z++WrVqvKOjI+/s7Mw3atSInzNnjqxyrzQV3BimUsGzW/m6Z8+efPv27Q2e+/fff/m2bdvy7u7uvJ2dHR8QEMBPmjSJj4mJkc0LCQnhv/rqK/7NN9/kfX19eVtbW75kyZJ8t27d+CNHjihaR3R0ND9+/Hi+TJkyvL29PV+2bFl++PDhfFRUlHZOeno6/8MPP/C1a9fmHRwceC8vL75Ro0b8119/LftdAjCY4i19jaWlpfGffvopX79+fd7NzY13cXHh69evzy9ZskTvugULFvBlypThHRwc+BYtWvCXLl3SSwX//fff+datW/MlSpTgHRwc+MqVK/OffvqpXnXmzz77jC9fvrw2xZ0onnA8n81QfoIgCMIsJ0+eRFBQEO7du2e0aSdhHdLS0lCxYkVMmzYNEyZMyO/lEPkIxdwQBEHkIq1atUKnTp3Mps4TOWfVqlWws7PTq2tFFD/IckMQBEEQRJGCLDcEQRAEQRQpSNwQBEEQBFGkIHFDEARBEESRgsQNQRAEQRBFimJXxE+j0SA8PBxubm7UVI0gCIIgCgk8zyMhIQH+/v5QqUzbZoqduAkPD0e5cuXyexkEQRAEQWSDZ8+eoWzZsibnFDtxI5TpfvbsGdzd3fN5NQRBEARBKCE+Ph7lypVT1Oql2IkbwRXl7u5O4oYgCIIgChlKQkoooJggCIIgiCIFiRuCIAiCIIoUJG4IgiAIgihSkLghCIIgCKJIQeKGIAiCIIgiBYkbgiAIgiCKFCRuCIIgCIIoUpC4IQiCIAiiSEHihiAIgiCIIgWJG4IgCIIgihQkbgiCIAiCKFKQuCEIgiAIokhB4oYgCIIgiCIFiRuCIAiCIIoUJG4IgiAIgihSkLghCIIgCKJIQeKGIAiCIIgiBYkbgiAIgiCKFCRuCIIgCIIoUpC4IQiCIAiiSEHihiAIgiCIIgWJG4IgCIIgihQkbgiCIAiCKFKQuCEIgiAIokhB4oYgCIIgiCIFiRsiT0hOBq5fBzIz83slBEEQRFGHxA2R6wQHA9WqAQ0aAG3bAqmp+b0igiAIoihD4obIVTQaYNQoICyMHZ86BSxblr9rIgiCIIo2JG6IXOXff4EzZwAXF+Crr9jYzz8DPJ+/6yIIgiCKLiRuiFxl8WK27dcP+OwzJnIePwYuXcrXZREEQRBFGBI3RK5x5Qqwfz/bX7sW+PNPoFs3drxnT/6tiyAIgijakLghcgWNBhg4UD42eTJQvz7bP3o079dEEARBFA9I3BC5wurVwKNHbP+rr4COHYGMDJY5BQAXLgBJSfm2PIIgCKIIQ+KGsDrx8cDUqWyf44CPPwamTGHHe/YA5coxoXPmTP6tkSAIgii6kLghrM6cOUB0NNvv0AHw8QHatwdKlgRiY4EqVdi5ixfzbYkEQRBEEYbEDWEVMjKAdeuADz4AFi4Ux4cMYVsbG6B7d7YvVCkmcUMQBEHkBrb5vQCi8JOUBHTpwgr06dK8ubjfpQuwahXw4gU7JnFDEARB5AZkuSFyzKRJTNi4ugIqnVdUYCBw/z7bb9WKbR8+ZLE4YWFARETerpUgCIIo+pC4IXLEgwfA8uVsPy2NpYBLSU4G3ngDOHkSKF0aqFyZVScuV46dp2J+BEEQhLUhcUPkiAULxFYKGRniuKMjMHYs24+NBVq3Bj78ULTeeHqyLbmmCIIgCGtD4obINmo1sH492/fykp+ztWVViaX8/rvotkpPZ9urV3N3jQRBEETxgwKKiWxz5IhYiE+3IF9iouFrDh9mWyHW5vLl3FkbQRAEUXwhyw2RbZYuFfcFS4w5njxhaeFxcew4IoKCigmCIAjrQuKGyDYnTyqb5+8vP/b2ZtsyZdiWXFMEQRCENSFxQ2SL16+BqCjD5+zs5Mfh4fJjwcojBBVfuWLVpREEQRDFHBI3RLZYt07ct7GRn5NmTRlCcEkJlYop7oYgCIKwJiRuiGyxY4e4r1Zn7x5CpWKy3BAEQRDWhMQNkS1u3VI+197e8LhgwXn61LiLiyAIgiAshcQNYTGZmSzmBtCPrxHw9mZdwAHTmVSlSrEtBRUTBEEQ1oLEDWExhw6J+7rxNgDQpAkTNK9emb8Xx7EtuaYIgiAIa0HihrCYnTvF/bQ0+Tl7e9ZSITERaNQIGD+ejQsiRhfBAkRBxQRBEIS1yFdx8/3336NJkyZwc3ODr68vevfujeDgYLPXbd26FTVq1ICjoyPq1q2Lf/75Jw9WSwicOiXuC32lBNLTWV2bv/4CLlwA5s4FnJ3150nnA2S5IQiCIKxHvoqb48ePY9y4cTh37hwOHjyIjIwMdOrUCUm6tfwlnDlzBm+//Tbee+89XL16Fb1790bv3r1xy5IIVyJHPHrEtobibfz8gPPngbffZn2kXFyAnj2V3TM21qrLJAiCIIopHM8b+06d97x69Qq+vr44fvw4WrdubXDOoEGDkJSUhH379mnH3nzzTTRo0ADLli0z+xjx8fHw8PBAXFwc3N3drbb24kJ0NODjw/adnYHkZPn5LVuAAQPkY9OnMwuOMVQqQKMBjh4FgoKsulyCIAiiiGDJ53eBirmJy8oN9hbq8xvg7Nmz6NChg2ysc+fOOHv2bK6ujWBs3y7up6TIzwUEAP36yceiogBzmlOjYVuKuyEIgiCsQYHpCq7RaDBx4kS0aNECderUMTrvxYsXKCXkD2dRqlQpvBAqwumQlpaGNEnUa3x8vHUWXEzZvVvc17X5ffABs8JImT5dubuJ4m4IgiAIa1BgLDfjxo3DrVu3sGnTJqve9/vvv4eHh4f2p1y5cla9f3HjwgW2NRRvM3Cg/tw//1R+b7LcEARBENagQIib8ePHY9++fTh69CjKli1rcq6fnx8iIyNlY5GRkfDz8zM4f/r06YiLi9P+PHv2zGrrLm5oNCzmBmCBwlJUKhZELCSuaTRA377Gs6QMERzMUsgJgiAIIifkq7jheR7jx4/Hzp07ceTIEQQEBJi9plmzZjh8+LBs7ODBg2jWrJnB+Q4ODnB3d5f9ENnj9m1RrOiKFo2GZUn16AEcOABMmQKEhVn+GNeu5XiZBEEQRDEnX8XNuHHjsH79evz1119wc3PDixcv8OLFC6RIIlWHDRuG6dOna48nTJiA/fv3Y8GCBbh37x5mzZqFS5cuYbxQLY7INTZuFPeFvlACPj7MUqPRAMOHAz/9xMaFGJyqVZU9huD2IgiCIIjskq/iZunSpYiLi0NQUBBKly6t/dm8ebN2ztOnTxEREaE9bt68Of766y/88ccfqF+/PrZt24Zdu3aZDEImrMPevWyrGzQMADNmAOvXA5Uri92+AaBrV7bt3t3wdQK2tvLHIAiCIIjsUqDq3OQFVOcm+zg5AampgKenfgZUejoLMu7XD9ixg4116cL6S12+DGzdCsyfb9wy4+4OxMezWB6KuyEIgiB0KbR1boiCS1wcEzaAWMRPQKViwubxY1HYAMDLl2K37wYNgP79jd9fKEqdlATcvWutVRMEQRDFERI3hCKkncB1EcTOuHHy8StXxAJ9X3wBDBtm/B5qNWu6CZiuZkwQBEEQ5iBxQyhizRpx/8kT+blGjYCQEDENXBeOY20Z9u7VTyGXIiTL7drFxA5BEARBZAcSN4Qizp1jWycnICNDfq55c+CXX8RjJydg0SLxuGlTtp0923TWlFDiKD4eWLs2x0smCIIgiikkbgizaDSsRxQAlC6tf75+fXn/qIMHgQkTAA8PduzoCJQqBTx7xrqGG0MoEAgwNxYFFhMEQRDZgcQNYZaLF8Wiff7++udjYwGhfVepUkCLFmy+YOE5fRro2ZPtC4HDhrh9W7TeREQAEydaY/UEQRBEcYPEDWGWDRvEfUkPUi2rVon7n33Gto8fA8nJLN4mM1OsfWOqSF9GBlCrlnj855/AggXZXjZBEARRTCFxQ5jlv//E/QcP5Ofs7YEzZ8Tj58+BoUNFq0uVKmz799+Ary8TR87Oxh9LKF0gXDdlCrByZY6WTxAEQRQzSNwQZgkNZduSJfWL95UoIVpzOA5YuJBZevbsYWOvXwPt2rG4HVdXNubpafyxkpPZNiICmDyZ7X/wAXDqlDWeCUEQBFEcIHFDmOTJEzF2xlCmE8eJ+zzPgot/+AGoWJGNRUcDd+6w/ceP2TYz0/jj3bvHxE9SEjBoEPvJzATefReQtBwjCIIgCKOQuCFMIo23KVFC/3x8vLjv6QkcPQpMnSqKHn9/Fm/j4yMW9Hv50vjjhYQAjRuz/VOngBUrWJDx48fy9HKCIAiCMAaJG8Ik0sJ8UiEjIM1+mjoV8PJi8wRXlhBsLKSS29mZf8wyZdj25Enmypozhx3/8ovhgGaCIAiCkELihjDJ7dtsy3HMqqKLtO3q2LFse+MG25YtC3TqBPTqJd5DcHEJXcBNceoUu//gwaIFSIjlIQiCIAhjkLghjKLRiAHEfn6sCJ8xSpUSi/Zdv8629euz7QcfsK2NjTjfVBuGZ89Y4b9Xr4DgYJaRNXQoO7d1q8VPgyAIgihmkLghjHL0qLhfvbrpua1aAQkJTNgItWwaNGDbTp1YGrg0kNiUe+nSJbFlw8mTbDtwINvu2yd2JycIgiAIQ5C4IYwidQEJadzGcHRkqeINGgDr1rGxypXZ1sYG6NpVPt+UQImPB2rWZPuCuGnYkFmPUlLEPlcEQRAEYQgSN4RRTp8W981ZS9avZ9YYNzcxDmfaNLHAX/fubKtS+IoTCv0J4objgLZt2b7UokQQBEEQupC4IYzy8KG4byreRuDrr4Hz59k+x7GU76AgZslp146NC+ngwhxjREczIfT4Mat6DIj3OHJE6TMgCIIgiiMkbgiDZGQAcXFs38NDv+2CLo0bAzNmiMHEjRsDAwaw+wwfDuzfD9SpI7/GwcH4/S5dAgID2b5gvWndWjwnZF0RBEEQhC4kbgiDnD0r7lerJre4GGL6dGZpEcRNw4bApk0sU4rngREj2H2kpKcbv9+dO0CTJmxfEDdVqrDeU6mpYtVjgiAIgtCFxA1hkIMHxX0hxdsY7u5Ajx5sX5oGrlIBS5YAvXszIXPihPw6c4LJx4dtBXGjUgGNGrH9y5fNPgWCIAiimELihjDIxYvivrmqwF27ipWHBXEjpIGrVMDq1azXlFClWClCEPOtW6wBJyC2Zrh0ybJ7EQRBEMUHEjeEQYKDxX1zwcTDh7NtVBQQHs7269YVz3t4AEuXWr6GGzdEV5aQuSVYbkjcEARBEMYgcUMYJCJC3A8LMz23Qwe2FVo1BATo18Xp0oW5p3SRVi3W5fx5oGVLti+4pgRxc+MGoFabXhdBEARRPCFxQ+iRmCi6otzcTGcmubmJfaIEcVOrluG5X3+tP2ZKoMTFiYUAT51i24AAVjAwLQ149Mj4tQRBEETxhcQNoYdgJQFYw0pT1K4t7gviRjompV494M03LVuLUAvn0iVWndjGRqxeTBlTBEEQhCFI3BB66GY1mUKoPAyIYsOYuAGAyZMtW8uDB0xgZWSIBQKF+wtiiiAIgiCkkLgh9Lh1S9wXCvkZQ2qJMWe5AYC+fU3H2ehy7pwYdyPU3iFxQxAEQZiCxA2hhzSWJTbW9NyqVdn21Sv2w3Gi28gQKpV+MT9T3L0L1KjB9oU0cxI3BEEQhClI3BB6vHgh7ptqmMlxQNmybF+aKSU0vTRGx46WrUe3ho4gbu7dAzIzLbsXQRAEUfQhcUPI4HnzrigBDw+xy7e5TCkpzZqJ+0q6hAsF/O7fB5KTWUFAZ2dW9ZgypgiCIAhdSNwQMiIixLYIQmNLYwKkenVxX0m8jYDQEBMw34IBYHE3vr5s7q1bbD3CY9+/b/56giAIonhB4oaQIQ0mFkSNMQEiFSlKMqUEqlY177qScuUKSyMHRNeUEOtD4oYgCILQhcQNIePcOXHfXDxLw4biviAypNYcY6hU8mvNkZYGlCnD9gVxIwQlP3ig/D4EQRBE8YDEDSFDEA+A6crEgChkkpLEdg2CRcUcUquPEl69YtubN9lWEDdkuSEIgiB0IXFDyLDEEiIIjIcP2bZECcDLS9m1llhuADGmR2joSW4pgiAIwhgkbggZuk0yhfYHutjYAKVKsX1BECm12gCWixuhM3lkJKu9IwirsDBmOSIIgiAIARI3hBa1GoiJkY8Zy5Ty9RWFT3bETc2agL298vkajWgVCg4GvL3ZDyBajgiCIAgCIHFDSHj2jNW5kWIsU0oaOJwdcWNnJ2ZAKUUQU/fusS0FFRMEQRCGIHFDaJHGrwhCQlfsCNStK+5nR9wAlgcVC8UFdcUNxd0QBEEQUmyzc1FGRgZevHiB5ORklCxZEt6Cf4Ao1AiZSIBxUSMgjZnJrrixNO5GrWZbCiomCIIgTKHYcpOQkIClS5eiTZs2cHd3R8WKFVGzZk2ULFkSFSpUwJgxY3Dx4sXcXCuRy1y7pnyu0MwyPp4F+QK5L24EyC1FEARBmEKRuFm4cCEqVqyIVatWoUOHDti1axeuXbuG+/fv4+zZs5g5cyYyMzPRqVMndOnSBQ/o06ZQYokFRBAyQjCvry/g7m7Z49Wtq6y3lC4PHzIrjrAGerkRBEEQUhS5pS5evIgTJ06gtpHa+k2bNsWoUaOwbNkyrFq1CidPnkRVS7/GE/mOkG4toFIZDii2t2c1bQAgNJRtK1Wy/PGcnFhg8t27ll2XkQE8fy4+5qtXQEIC4OZm+RoIgiCIoocicbNx40ZFN3NwcMCHH36YowUR+QPPA1FR+mOG8PcX9588YduKFbP3uE2aWC5uACAkBGjbloms6Gh2XL9+9tZAEARBFC0oW4oAwISNbrsFY+KmShVx//Fjts2uuLE0Y0ogJIRtK1eWHxMEQRCE1cTNkiVLMHv2bGvdjshjLBEHUgtJTsVN48bZu05Yr+CaevQoe/chCIIgih5WEzfbt2/H6tWrrXU7Io+xJChXmuUkiJsKFbL3uI0aZS+o+NYttiXLDUEQBKFLturcGOLw4cPWuhWRD1y9qnyuUJ2Y53NuuZEGFdvYiLVszCE00iTLDUEQBKELxdwQAESxoAQhES42lmUpAdm33ABAUBDbKhU2gNjgkyw3BEEQhC4WW27Wrl1r8vywYcOyvRgi/9AVB8bSwB0dxXo2gtWmVClmgckubdsCS5dadk1qKmvHIFhuHj8GMjMBW6vZIgmCIIjCisUfBRMmTJAdZ2RkIDk5Gfb29nB2diZxU0iJiJAfC72ldJGmgec03kagWbPsXRcczAKS7e2B9HRW+ya77jGCIAii6GCxWyomJkb2k5iYiODgYLRs2VJxPRyiYJGSAiQmyseMdQOXFuvLabyNQNmyYgE+V1fl1504wSxMAQHsmOJuCIIgCMBKMTdVq1bF3Llz9aw6ROFAqDIsxViNmzp1xH1riRtA7DJurmGnlAsX2JbibgiCIAgpVgsotrW1RXh4uLVuR+Qhllg8GjQQ93NanVhKx45sm5zMtnZ25q8RKhtTxhRBEAQhxeKYmz179siOeZ5HREQEFi9ejBYtWlhtYUTeYUn7A0PViXMacwMAAwcCX38tWm50qyUb4vlztiXLDUEQBCHFYnHTu3dv2THHcShZsiTatWuHBQsWWGtdRB5y44byudZsvSClZk0xMNjDg2VCmSMujqWPk+WGIAiCkGKxuNEYizQlCi337imbZ2sL+Pqy/bg4UYCUL5/zNXAcs8AIxfyUwPPA/ftkuSEIgiDkUBE/As+eyY+N1Yrx9RVTxAWXkJeXZRlOpmjVim2TkkyvQ8rp02K2VGws8Pq1ddZCEARBFF6sJm52795ttsAfUfDQaFhHcCUIIgIQxU3ZstZby+DBbJuWxrZKKhZfuAA4OwOlS7Njst4QBEEQVhM3n332GUaOHGmt2xF5RFiYfk2bzEzDc2vWFPdzQ9y0aSM20XRzU5YWfvMm21LcDUEQBCFgNXFz7949qC1pDkQUCLKbBp4b4kalAsqVY/v29squEdYvxN2QuCEIgiAo5qaYY4kYqFZN3M8NcQMA7dqxrZJsKQB49Yr1mRJcZkIGF0EQBFF8yba4SU5Oxr1793Djxg3ZjyWcOHECPXr0gL+/PziOw65du0zOP3bsGDiO0/t58eJFdp9GsefWLeVzpWnggrgRLC3W4u232daYa8wQ9+6JtXaEwoIEQRBE8cXiVPBXr15h5MiR+Pfffw2et8Q1lZSUhPr162PUqFHo27ev4uuCg4PhLrSmBuAr5CcTFmOJuJEKGSHDytqWmxYtWEYWzwM+PsqCnW/fJnFDEARBiFgsbiZOnIjY2FicP38eQUFB2LlzJyIjI/Htt99aXMTvrbfewltvvWXpEuDr6wtPT0+LryP00c0uUqkMN810d5enZueWW8rZmbmYQkKYu0kJt2+LncWfPGHCyFhXc4IgCKLoY7Fb6siRI1i4cCEaN24MlUqFChUqYOjQoZg3bx6+//773FijHg0aNEDp0qXRsWNHnD592uTctLQ0xMfHy34IkYgI+bGxAnr+/uJ+QoIYE2NtcQMAXbqwrW6ncmPcuMHWwXFMEL18af01EQRBEIUHi8VNUlKS1g3k5eWFV69eAQDq1q2LK1euWHd1OpQuXRrLli3D9u3bsX37dpQrVw5BQUEmH/f777+Hh4eH9qectYNECjGxsUBKinzMWPq1NA08LIxt3d1Zyra1ad9e3FdioLtxg2VXlSnDjsk1RRAEUbyxWNxUr14dwcHBAID69evj999/R1hYGJYtW4bSQiW1XKJ69er44IMP0KhRIzRv3hwrV65E8+bN8dNPPxm9Zvr06YiLi9P+PNMtx1uMMZQpZSyQt2FDcT+3XFICQUGiWyk93fz8589Z4T8h7oYypgiCIIo3FsfcTJgwARFZvoyZM2eiS5cu2LBhA+zt7bF69Wprr88sTZs2xalTp4yed3BwgIODQx6uqPBgSTXfOnXE/dzKlBLw9gYCA4ErV4DkZPPzeZ49lwoVWDsGstwQBEEUbywWN0OHDtXuN2rUCE+ePMG9e/dQvnx5+Pj4WHVxSrh27VquW4yKKvfvK59btaq4n1uZUlI6dGDiBjAe5CwlOFjsTk6WG4IgiOKNxeJGF2dnZzSU+iwsIDExEQ8fPtQeh4aG4tq1a/D29kb58uUxffp0hIWFaXtWLVq0CAEBAahduzZSU1OxYsUKHDlyBAcOHMjp0yiWCK0LlJDbfaV0ad8emDdP+fzgYEoHJwiCIBiKYm7mzp2LFN3IUyOcP38ef//9t6K5ly5dQmBgIAIDAwEAkyZNQmBgIL766isAQEREBJ4+faqdn56ejsmTJ6Nu3bpo06YNrl+/jkOHDqG9NAKVUIxSy42dHUvRFsgLcdOypdiCwZzVBmDPRbDckLghCIIo3iiy3Ny5cwfly5fHgAED0KNHDzRu3BglS5YEAGRmZuLOnTs4deoU1q9fj/DwcMXdwYOCgsCb6I6oG8MzdepUTJ06VdG9CfPoigAbG8OduD085Md5IW6cnYHmzYFjx5TNl1puHj+mWjcEQRDFGUWWm7Vr1+LQoUPIyMjAkCFD4OfnB3t7e7i5ucHBwQGBgYFYuXIlhg0bhnv37qF169a5vW4ih6SnA69fy8eM1bjRDWnKC3EDsLgbpQQHA+XLs/3ERCAmJnfWRBAEQRR8ON6U6cQAGo0GN27cwJMnT5CSkgIfHx80aNAgX4KJs0N8fDw8PDwQFxcna+FQ3HjwQN4IE2AViA2lgg8YAGzZwvaTkwEXF7YfG6tv1bEm586xysNKAooBJtZq1gQiI1kwcpa3kyAIgigCWPL5bXFAsUqlQoMGDdCgQYPsro8oAFhS46ZJE3FfKODn6sqK+OUmjRuzx1BaVPr+feaaioxkrikSNwRBEMWTbHcFJwo3hsSNMerXF/elaeC5HdNiawu0aaN8PmVMEQRBEACJm2JLVpFpRVSqJO7nVbyNgJAIp1LwSqWMKYIgCAIgcVNsuXVL+VxpJeK8FjeWBhVTCwaCIAiCxE0xRdctZczFZGsLSLtX5LW4qVUL8PNTFlD84AFZbgiCIIhsiJtVq1YhWUnDH6LAwvNAVnswLbZGQst1u37ndl8pXTgOaNdO2dxHj8R0cLLcEARBFF8sFjfTpk2Dn58f3nvvPZw5cyY31kTkMpGRQEaGfMxYTEupUvLjvLbcAGLcjTkSE1kWF8Dq3CQk5N6aCIIgiIKLxeImLCwMa9asQVRUFIKCglCjRg388MMPePHiRW6sj8gFQkP1xwxVJgaAKlXkxwVZ3ABMuHl5sX1J5w6CIAiiGGGxuLG1tUWfPn2we/duPHv2DGPGjMGGDRtQvnx59OzZE7t374ZGSYAEkW8YctkYq3FTt664n5oKvHrF9vNS3FSoAFSurGzuo0eUDk4QBFHcyVFAcalSpdCyZUs0a9YMKpUKN2/exPDhw1G5cmUcU9oUiMhzDFlujFGvnrgvFPBzchKtI3mF0qypkBAx7obEDUEQRPEkW+ImMjISP/74I2rXro2goCDEx8dj3759CA0NRVhYGAYOHIjhw4dbe62ElbCkxo20yq/UJZXXTSmVFvOTWm7ILUUQBFE8sVjc9OjRA+XKlcPq1asxZswYhIWFYePGjeiQ9dXaxcUFkydPxjOhlC1R4Lh/X/lcQwX88ipTSkrz5srmkeWGIAiCsLi3lK+vL44fP45mzZoZnVOyZEmEWuL7IPIU3Q99Y40pbWwAOzvxOD+CiQXKlwf8/YHwcNPzyHJDEARBWGy5adOmDRo2bKg3np6ejrVr1wIAOI5DBeEThihQaDTAy5fyMamAkeLsLD8WxE2ZMtZflzk4jnUIN0d4uJi+TpYbgiCI4onF4mbkyJGIi4vTG09ISMDIkSOtsigi94iI0E/75nnDc3185Mf5abkBlLumhOcTHq5fz4cgCIIo+lgsbnieB2cgmvT58+fw8PCwyqKI3MOSNHBd45uQLZUflhtAubiJjWUtIzQacc0EQRBE8UFxzE1gYCA4jgPHcWjfvj1sJfX61Wo1QkND0aVLl1xZJGE9DIkbY2WJCkIBPymBgaxNhDExJhAayoKeHz5krimh3xRBEARRPFAsbnr37g0AuHbtGjp37gxXoc49AHt7e1SsWBH9+vWz+gIJ62JJnHfNmuJ+RgYgFKHOL8uNgwMTXPfumZ4XEsKsTg8fUlAxQRBEcUSxuJk5cyYAoGLFihg0aBAcHR1zbVFE7mFJGnj9+uL+ixcslsXWFvD1tf66lNKokXlxI22gSUHFBEEQxQ+LY26GDx9OwqYQY4m4kSbFCbEr/v7Gm2zmBa1bm58TGkrp4ARBEMUZRZYbb29v3L9/Hz4+PvDy8jIYUCzw+vVrqy2OsD66lgwbG8NNMzlO3mIhv+NtBJo2NT/nyROy3BAEQRRnFImbn376CW5ubtp9U+KGKLio1fo1bmxtDYsbBwf5cX5nSgnUqsWEl7H0dQBITgaExD0SNwRBEMUPReJG2idqxIgRubUWIpcJD9fPjDKWKaWb1S+Im/y23Njbs7XFxpqeJ7jOnj5lQoj0OEEQRPHB4uiJK1eu4ObNm9rj3bt3o3fv3vj888+Rnp5u1cUR1sVQuy9jRe5Kl5Yf52d1Yl2UFL9OTWXblBQgKip310MQBEEULCwWNx988AHuZ0WlhoSEYNCgQXB2dsbWrVsxdepUqy+QsB6CQFGCbnPMgmK5AZhryhxhYaJAo6BigiCI4oXF4ub+/fto0KABAGDr1q1o06YN/vrrL6xevRrbt2+39voIK2KJuDFWwK8gWG4aNzY/h4KKCYIgii/Zar+gyQrUOHToELp27QoAKFeuHKLI/l+gseRDvk4dcZ/nC5blpmVL83OePBHdVyRuiiHJycCDB8CrV6ajzwmCKJJYLG4aN26Mb7/9FuvWrcPx48fRrVs3AEBoaChKCe2YiQLJo0fK50rFTXQ0kJbG9v39rbum7FCjhvk5jx9TrZtiSUgIMHgw4O0NVKvGKk5WrQrMnMleyARBFAssFjeLFi3ClStXMH78eHzxxReokuW/2LZtG5or7WxI5Au6FgxbE7ly0qBdwWrj68uylfIbd3dWn8cU5JYqZmg0wI4dQL16wObNTI27uLBzjx4Bs2ezF/X8+eabkxEEUehR3H5BoF69erJsKYH58+fDxtwnDpGvRETIj41VGuY4oGRJ8bggxdsIeHqa/iIeFweUKMH2yXJThDlwAPj5Z+DQIUDI1vTzA/74A+jeHUhKAvbuZaLm6lVg6lQmgnbs0E8JJAiiyJDtQvrp6el4/vw5nj59iqdPn+Lly5eI0P30JAoMmZmAbvFoYzVunJ3lwqegFPCTIlhlTCFobbLcFEGiooD+/YHOnYF//hGFDcAaoQ0cCPzyC6tG+fbbwJYtwLBhzPR47hzzba5cabwWAkEQhZpsZUu1atUKTk5OqFChAgICAhAQEICKFSsiICAgN9ZIWAGh8aUUY9Z5b2/5cUFpvSBFSdyN8Pyiolh8KVFEuH2b9eHYvp2pcDs7Nt67N7BqFVCqFCt0NHEi4OjI+ohUrQqsXSuKoPh44L33WFzO/v359UwIgsglLHZLjRw5Era2tti3bx9Kly5NrRgKCZakgfv5yY8LouWmXj1g40bTc169AtzcgIQE5ppSIoiIAs4//7CA4YQEFkOTlsaUe1AQ0KcP8NFHciWr0YjlrJ2dgTfeAHx82H2Skljk+VtvAd9+C3z+OZWyJogigsXi5tq1a7h8+TJq0CdFocJQdWJj6FYALoiWm0qVzM95+pQ9l1u3mGuKXrKFnL/+Yq4ltRpo1YoJl9OnmVWmQwdAaBPj6sosNLoV05OTgaNH2T7HybvGzpjBTJszZuTd8yEIItew2C1Vq1YtqmdTCLHEclOtmvy4IFpulLRgoHTwIsTy5cDQoUyMDB3KTHenTzMh07KlXJQkJuoLG0CeHsjzorARAsy+/BLYsCH3ngNBEHmGxeLmhx9+wNSpU3Hs2DFER0cjPj5e9kMUTCwRN7rtDQqi5UZJQDGlgxcRNm4E3n+fCZKxY4EePYDffmPnWrVicTYA4ORk2q0kDTJTqYC2bdm+RsPqCwDscW7ftv5zIAgiT7HYLdWhQwcAQPv27WXjPM+D4ziohW9DRIEiNFR+LLXI6yK1iiQmsrRqoGBZbkqVYp9PxjK+AGa5GTCA7ZPlppBy4IDobho/Hvj0U6B+fXbcogXw779s39nZcNS4sXHBpTV2LLBkCQsw9vcHwsOBd98FLlwwXQiKIIgCjcX/e48KPmuiUKErbkwhFTGCS8rNTfxyWxBQqVjgc3i48TnR0azwIECWm0JJaChL6c7IYEHEP/0EdOzIAoT9/Jg4EdAVMP7+wNatwJtvAl98AcydK54TBE96OsugatkSOHWKvZhcXFg9nAULgM8+y5OnSRCE9bFY3LRp0yY31kHkMoJIETBl8ZC2WCiI8TYC1aqZFjeAWFGZxE0hIz2dCZu4OJbhtGYNEyLHjjFl++KFONfeXj/GJjISuHMHaN4c+O475q76/nt2zsuL9Re5cIGZJqOiRFOmUC9h5kxm9lMSuU4QRIEjW0X8Tp48iaFDh6J58+YIy/r0W7duHU6dOmXVxRHWQa1m799SjPUSdHZmdc8ECmK8jYCSskqC6+35c+NuOKIAMm8ecOkSK7q0ZQtw9ixzIQH6ylwqbDw8WEyOWg2MGcMChDkOmDNHdG+FhbHif9Wrs+N791jdHIBZdHx9WYr59Om5+xwJgsg1LBY327dvR+fOneHk5IQrV64gLaujYlxcHL777jurL5DIOYYK+BnDx0d+XJAtN0oyphISWOiEWm3eykMUEB4+ZHVnAOYe+uEHVsdG6N4q0KyZ/rVxccDhw6JYefddliresSN7IQh9RebOBU6eFE17586JJa1fvmRbQVQRBFHosFjcfPvtt1i2bBmWL18OO6EyKIAWLVrgypUrVl0cYR0syZTS7fpdkC03SjKmnj0DypVj+xRUXEiYOpUJmdatgaVLWcCvLl9+CTx4IB/7+WcmapKTmcsJYKr+4UMmeP78k1V2BFgcz8CBrHaOME9otAmwFHMAmDJF+TcDgiAKDBaLm+DgYLRu3Vpv3MPDA7FCJVCiQGGJuNF19RR2yw2lgxcyrl0Ddu5k+69fiyJFSlAQy26S+lq/+w7o1Uu/O6ybG9vWrQtMnsxibQSOHWOBxELtA2kpi8REZuk5c4YJI4IgChUWixs/Pz88fPhQb/zUqVOoRMF3BRJLqhPrFvAr7JYbKuRXyJg9m20DAlhpad3W9S4uzGX1yy/iWPfuwAcfsCrFz54xN9TkyexcQgLrPXXzJhMxN24AJ06I9120SJ4GKLimpPvffGPVp0gQRO5jsbgZM2YMJkyYgPPnz4PjOISHh2PDhg2YMmUKPvroo9xYI5FDLLHc6AoG4dqCaLkR3E2mCA0ly02hITQU2LVL3Af0g4cXLQImTBBdRR4ewLp1wKhRzP1UsSJrsfDjj8ylBIhzJ09mAWitWonnABZv4+zM9oWoc45jrjGViomh48et/GQJgshNLBY306ZNw5AhQ9C+fXskJiaidevWGD16ND744AN8/PHHubFGIodYYrmRWmjS0lhGLaDMSpLXODiIdWyMERkpxhGRuCng/PEHEyKOjobP16vHqhBfviyO/fsvCzjevZsJkvh4lgn14YesS3i3bqwysYMDq48jvEfNmiWmBdra6tfJEQSRYOGZN89KT5IgiLyA4/nsRculp6fj4cOHSExMRK1ateAqBOAVcOLj4+Hh4YG4uDi4F6SqdLlI06bAxYvK5t6+LYYgPHoEVKnCPk+Skgpmw+Q33wTOnzc9Z9UqYORIoHZt5ukgCiAZGcw8KAT8GmLnTmahiYlhx82bs8wmA25yLa1aAcHBbB7HMdFy8CBzYf3vf8wSBAClS+vH6zg6Aqmp4vH9+8zlRRBEvmDJ57fFlptRo0YhISEB9vb2qFWrFpo2bQpXV1ckJSVh1KhR2V40kXtk13IjXFeuXMEUNoCyoGJBvj95QokvBZbDh5mwMfZCa9yYFeUThA3Agn0NCRuOE1O8T54UU7ul7im1mtWxER6vQgX9EtyCsBGyQn/91fLnRRBEvmCxuFmzZg1SUlL0xlNSUrB27VqrLIqwHmq1+N5uDkdH+fu7EIBbEF1SAkrEjfAZlZjIPBNEAWTrVrYVBIinp/z8e+8ZD+zV7QHF84a7ggvcuMGCkn19gS5d2Ni5c2IzTilubsyqBDAToNBojSCIAo1icRMfH4+4uDjwPI+EhARZJ/CYmBj8888/8DUXAEHkOS9fmm61IEX3z1cYxI2StYWHi7XbKO6mAJKRAezYIR+TqtDSpZm/VOoikiLt9q2UWbOAt98Wqx4DwP79wOjR8nlCLI6dHVPHa9ZY/lgEQeQ5intLeXp6guM4cByHarr5wgA4jsPXX39t1cUROccSl5Ru9pHULVVQUVrrpkIF5vV48gRo0CDXl0VYwtGjcjFTuTIL+BLo2xf4/Xfz9+E4IDAQGDKEiZLFi02bLTdtYhWIy5RhBZ02b2Yv+rVrRcuPWi3vLL58OQtKLqh+WoIgAFggbo4ePQqe59GuXTts374d3t7e2nP29vaoUKEC/HXL2xL5jiVp4FWqyI8Lg+WmYkXzc4RCfpcuUa2bAsn+/eI+x+n/kZKSRNeQKXgeuHKF/bz7LvuD//knYOxLF8exF4dQmTgzk4mX6dPl1zg5MXGjUrGI9IsXxfYOBEEUSBSLG6EbeGhoKMqVKweVbnEtokCSkxo3hUHcKLHchIQAjRqxfXJLFUD++Ufcr1+fVSkWqFKFWVLM4eHB0uE0GhY/s24dSw///Xdgzx5g8GDD6d7Ozkw8CfzyCwtc/vZbseZNdDQTQoJ/d8UKEjcEUcBRLG4EKlSogNjYWFy4cAEvX76ERiegY9iwYVZbHJFzLBE30kwpnhfFTUF2S7m7s881U3GeERHicyPLTQEjPJylagtIhQagPGgsLo5lTwFie4YrV1hczciRwN69QM+e+vdPTgZKlGACBmAtHQ4dAvr1Y40zBcqVE188GzcCCxeK/acIgihwWCxu9u7di3feeQeJiYlwd3cHJ/E9cxxH4qaAkV1xExfH4ieBgi1uABaiYapnq1oteh7IclPAkFptqlVjtWRsbESribTfkxR7exYXY0jZHjvGouPHjgWWLWNZTsHBrEnm4MGAbrZnTAwr6Cd0HV+0iGVOScXNixdsq1Kx/xhbtzLRRBBEgcRi39LkyZMxatQoJCYmIjY2FjExMdqf169f58YaiRxgyYe5VNwIX1J9fMTK9AUV3WafhhDaBJG4KWCsWCHuC9UjzaFSiQG/xkx2L1+ye8+ZwwTQmTPAxImsmrEuGg0giSHEhQvMdCkNQktPZ3MEK9KffypbK0EQ+YLF4iYsLAyffPIJnAv6Jx4BwDI3jLECfgUdJUHFwpfyyEjjGcVEHqPRsKBfgFliDh1i+4LVxtR1AnZ2QI0aQJMm+t1d09NZcPDQoUwBh4YCCxaw1gy6REQw95TA0qXy/lOAPEPq9Gl5RhdBEAUKi8VN586dcUl4QyIKNDwvWtPN4eAAeHmJx4UhmFhAibiJjhYtUJakxxO5yJo1opBRq0U/qBKcnFgzy6Qk4O5dZm159oxFj0+cKO8m/ttvrMFYQAAz3f33Hwtc1kWajr5+PdC1q9h/ChDjcgTWrVO+XoIg8hSLY266deuGTz/9FHfu3EHdunVhJ5Qmz6Jnz55WWxyRM6KilNc38/OTfzEVBEBRETdPn7Lncu8e26cWQQWA774T9wWRI419McX27UDr1vrjAQHATz+xVPCePVn9GoBZWvz8WE2b0FCgYUNW2Vj6H0StZqIpJYWlnm/YwAKSV68W50iDj9euBWbOpJo3BFEAsVjcjBkzBgAwe/ZsvXMcx0FtzqRM5BmWBBPrplQXhkwpASXi5vFj9hzv3aO4mwLB0aPyvlCensxyokTYBAWJbROM0bAh6x7eqhXw4AEbe/GCiRdnZxaB3rQps/hIkQYbz5/PmmxKxY3Q24rjmEg6fRpo2dL8mgmCyFMsdktpNBqjP5YKmxMnTqBHjx7w9/cHx3HYtWuX2WuOHTuGhg0bwsHBAVWqVMFq6RsPIaOo17gRUCJuHj0SBRylg+czarU8nsXW1rKeTfPnK7OWlCrFat5I+4qkpIhWogsXWO8oY7x+zV44lSqJYxoNi/MRemCRa4ogCiT5WokvKSkJ9evXx2+GGtYZIDQ0FN26dUPbtm1x7do1TJw4EaNHj8Z///2XyystnGQ3DRwoXG4pV1d5LKghwsJEKxRZbvKZ5cvlufuurubbtQsxNIMGsQ7hSvH2Bq5eFWNnbG2ZdUjoGm6OadOA8eMNrwVgLRsoQp0gChyK3FK//PIL3n//fTg6OuKXX34xOfeTTz5R/OBvvfUW3nrrLcXzly1bhoCAACxYsAAAULNmTZw6dQo//fQTOnfurPg+xYXsihu1Wry2MLilABZqoRvvKSUjQ2w0TeImH4mKAj7/XD6mpFW7YDGZM8fyx/T3B3buZAHCmZkscl6obZOQIO8dpUtICFC9OhM0QpaW4DpTqZjFae9eYMAAy9dFEESuoUjc/PTTT3jnnXfg6OiIn376yeg8juMsEjeWcvbsWXTo0EE21rlzZ0ycONHoNWlpaUiT+PHjjRUFK4JkV9yEhbHPADs71pC5MFCxophVbAzhC3dxdEvdfnkb62+sx/3o+0jJTIGLnQs8HDwQlxaH4OhghCeEIzkjGRpeAxVU4DgOmZpMqDVqqGHa3cxl/cs6AAcOdio7ONs5o7xneXSp1AV9a/VFYOlA2H76qRi3ohRBjHzyCavYmB3eegsYMYLFz8TEyAODjQkbgRkzgPbtWfyNgJ2d2O9q7VoSNwRRwFAkbkJDQw3u5zUvXrxAqVKlZGOlSpVCfHw8UlJS4OTkpHfN999/X2y7lVuS8iwVN8KfuEIFsfhdQUdJIT8h1OLpU/YlvKi3R4tLjcO80/Ow5NISxKbG5trj8Fn/sg4AAGq1GqnqVLx+8RrXXlzD3DNzYQMV3onR4AdXwE9p1retrShGZszI2UJXrAD+/pu1h09KkltjpPu6XL0KrFwpFzfSRp7797OigdLYHoIg8pUi/vYOTJ8+HXFxcdqfZ8WoyEl2qxML4kaJYCgoKAkqTkgQv3BbYtUqbPA8j5VXV6LcT+Xw3anvtMJGa13JJ9TQYG0g4D8Z+Kx9lg4yF/sipGr/+KPoV8wuNjasbQLA4mRq1mT70qaYxtizhzUy04Xj2Bo3bcrZ2giCsCqFStz4+fkhMjJSNhYZGQl3d3eDVhsAcHBwgLu7u+ynOMDzrCehEuzsgJIlxeOiKm6ePROfk5AdXNRISEvAoG2D8N6e95CQngAAsOGY+U1rXclneA6Y1woo+SkQZZNu/oKePYHhw63z4G3aAG3bsv3bt9kLwlwwMwDs28eCmaVwnHitks7lBEHkGYVK3DRr1gyHDx+WjR08eBDNmjXLpxUVXOLilCdx+PvLXTRFVdyEhorF+4qiuHmR+AItV7XE1jtbZeNqXq0VONnB2c45R9cbI9oF8J0KbKthYlKpUsAff1i3UN6aNeILXqlvUghCkyIIG45jNXVu37beGgmCyBH5Km4SExNx7do1XLt2DQCL57l27RqeZkV8Tp8+XdZl/MMPP0RISAimTp2Ke/fuYcmSJdiyZQv+97//5cfyCzSWuF10M6IKo7jRLUJoiEePxF6I0vpxRYGncU/RelVr3Ii8IRsv514ODjYOUPOW1aDyc/XDrDazUMe3DpIzkqHm1WhdoTU29duE7QO2I8BT/8WhyO2lYyThOWDAIGBqeyPzN2xgAsealCsHvPce23/0CFD65WjTJsMvNKp5QxAFjnwVN5cuXUJgYCACAwMBAJMmTUJgYCC++uorAEBERIRW6ABAQEAA/v77bxw8eBD169fHggULsGLFCkoDN0BOatwURnHj4mI+nvP5c1HcFCXLTXRyNDqt64QHr8UnxYHD0LpD8SLhBdLUCqr+ZtGtSjdEfRqFo8OP4s+rf+LWy1vwdfHFrkG7cHzEcQyqMwh9a/XFvfH3ML/jfDioxN5LPHhw4KDijLyt8AA46AkccMD8lsCwXjrjX3zBspRyg2++YcHKAAswtlWQW/H6tWkhtGGD+dgdgiDyBEXZUjdu3DA/KYt69eopnhsUFATehL/bUPXhoKAgXL16VfFjFFeyK27S0sRYncIkbgDmmnr50vj51FTRCFBULDcpGSnouakngqODtWP2Nvb4stWXmHl8JjS8sg/b8u7lcXj4YVTxroKLYRfx1oa3EJ0SjWolquHA0AOo4Cm3WNjb2GNK8ykYXGcwhu8cjiOPjwDIypziebjZu2ljfrRwADQw/JWKA9YFAs88gMPrAJWzCzBrlvJfhKWUKsVSw1esYC+Gt94C/v1XZ02cfjyOsReOSsX+0509C7RokStLJghCOYrETYMGDcBxnFEhIpyj3lIFh+yKmydP2Pu5iwvg42P9deUmFSvqtwrSRUjOefSoaKSDj/tnHM48O6M9drRxxIzWMzDjqPK06c9bfI45HVhxvIOPDqLP5j5IykhCY//G+GfIPyjpUtLotWXdy+LgsINYeHYhPjv4GTRgYiohPQFeDh6ISdNpq6CCYYGTZdU5VollUx3xHINaSqwpOeHrr4FVq1iNgJAQ/aadht7vLl1iZbt1iyUJFptNm0jcEEQBwOI6N0ThILviRuqSKmzNjpUEFaens7jQtDSWPaUkVqeg8tfNv7Dq2irtsa3KFpOaTbJI2BwaegjtKzPXz/ob6zFy90hkajLRPqA9dg7aCTcHE72XslBxKkxpPgX1StVDv839kJjBitjEpMXBIwWI001kVEF0UQlI9iNdgTqZP2PGUTfMbDMTNqpcKrbk7w/06wds2QIEBwMDB7J9JdcZqwS5dSuwaFHhKRBFEEUURd9bK1SooPiHKBhYIm7KlBH3C2O8jYCSNUvTwQuza+rh64d4f8/72mMOHMYEjsF3p75TfI8dA3egfeX2SMlIwYR/J+Ddne8iU5OJwXUG4+8hfysSNlI6Ve6EU6NOwcvRSzsW5wS4Gsra4wDOhMeMB49vTnyDhn80xIPoXAyQmj5d3Be6hksxJFJu3TJ8L44DIiOB48ettz6CILJFto3yd+7cwf79+7Fnzx7ZD1EwsKTFgDRbqjCLGyWV+R8/Lvzp4OnqdAzeNhhJmUnasR7VemDp5aWK7/FZi8/Qp2YfXIm4gkZ/NMIvF1jPuE+bf4oNfTfAwdbBzB0MU9+vPg6+exDuNi7asUQHwNmAwOFVgMpMSNCNyBtourwprkRcMT0xuzRoADRtyvZPnAD69JGfN+RmT0xkDTl1EdxYmzdbdYkEQViOxU7tkJAQ9OnTBzdv3pTF4XBZPgyKuSkYKC3EbGsL+PmJx0Vd3Ny/LxamLaziZvqh6bgccVl7XM+3HvbcV/7Foq5vXcxqMwvfn/weXx37CpmaTPi5+mFVr1XoUqVLjtfXyL8Rdr3uiPZuu8CrAHBAij1glwFk6JSK0agA20wg08Q7UWxaLFqvao1jI46hsb8FHcGV8vnnQO/ebD81lVlrpO9juscAC0p7/drw/bZtAxYv1q+LQxBEnmGx5WbChAkICAjAy5cv4ezsjNu3b+PEiRNo3Lgxjh07lgtLJCwlIYF9uVSCv7/c8l6YxU358uYzeu/fL9y1bv558A8WnluoPfZy9MKNl8qzGe1Udvijxx/ovKEzPj/yOTI1mehbsy9ufnTTKsIGAJCairarj+NXIfmIZ1YaWxh2RWXaAjZmvhMlZSSh8/rOePg6F/5o3buz/wgAa7OgxHpj7NsDxzHRc+SIdddIEIRFWCxuzp49i9mzZ8PHxwcqlQoqlQotW7bE999/n6sdwQnlhIUpn1sUCvgJ2NqaDyp+9gyoVIntFzbLTXhCON7Z8Y72WMWpEJNqWYftGa1mYOiOoTjx5ATc7N2wutdqbBuwDT7OVkyN27MHiInB2Mschl+DtrZNih1QKQb6dW6EITNdEF6nvEbndZ0RlRxlvbUCTN0L712ZmaLQMYchy4zgmiIXPUHkKxaLG7VaDTc3Fmjo4+OD8KyiKBUqVEBwcLCpS4k8IrviJiEBiI5m+4VR3ACiVcYYmZmAqyvbf/TI8JfygoiG12DQtkGy7t6makQZonWF1lh5bSUexTxCRc+KuDDmAoY3GK51KVuNVSyDi9PwWPwPUC0K2myoRyWADo+gJ2Q0NoCvAmtjSGwI3t72NtQaK//hRo0STZibNwNdu8rPGwosNmUm3LNHWc8qgiByBYvFTZ06dXD9+nUAwBtvvIF58+bh9OnTmD17NioJX4mJfMWSxueGgolLlADcLEuUKTAoibtJTWX1btLTLeucnp/MPTkXp56e0h6rOJVFjTDd7d3xIvEFnsQ9QVXvqjj73lnU8DHV1CmbhIUBBw5oD13Tgc3bAPtMccqhykDrx/qXvnQD/JyM19TRXh96CDOOKE93V0TJkkDfvmw/MhJorBPbo6uCbW2BlBTj93v+HMhqK0MQRN5jsbiZMWMGNFkFq2bPno3Q0FC0atUK//zzD3755RerL5CwnOKYKSVgznIDsIypatXY/r17ubocq3Al/Iqsdg0HTnHlYYFaJWvhfvR9+Lv54+C7B+Hn6mf+ouywdq1eC4IGL4AfBb2TVd/mYlmghAFLzYuUV7DjzAfizj09F7vu7crxcmWMGyfuHzkiRp4LSK03htosODrKj8k1RRD5hsXipnPnzuib9Q2nSpUquHfvHqKiovDy5Uu0a9fO6gskLKc4ixsllptHj4AaWUaLgi5ukjOS0WVDF5mVxhKLDQA0Lt0Y58LOwU5lh52Dduq1UrAaPK91SWnJcnmNvwD0vAeteyrFLitV08BTyeQz9QcNMGLXCDyLs8BMaY7WrUV1fOoUK/AnRWq9MSRu0tPlx3v3Wm9tBEFYhEXiJiMjA7a2trilU8TK29vb+n57IttkV9yEhLBtYRY3Siw3jx6JX8rv3s3d9eSUQVsH4VXyq2xf7+fip82m+qnzT2hapqm1lqbPmTP6UdpCqQgAq3YDAZL450hXwF+n/RTAxJvR5psS4tLiMGTHEOvF33Cc3HoTHi4GaBnCy0t+rNHIrTuXL1tWTZMgCKthkbixs7ND+fLlqZZNAceSOBKpuHn0iG2VCISCihJhFhxcOCw3Ky6vwL4H+3J0D29nb6Sr09G1aleMbTLWSiszgq7VRqdxl3cKsHMT4JghjoW7A24GCvxpeI0igXPq6SnMOTknO6s1zLBhYhbUhg3sWIo0iDjNQLd13Uwr3WacBEHkCRa7pb744gt8/vnneG2sgBWRr/C8csuNvb28OaZQ90WJa6eg4uion96uS0gIUL062y+o4uZV0iuM/YeJEQ7Zs4oGVQjCnVd34GbvhmXdluWudTUpCdi4UT5mwHVTPxJYLvXW8ECCI+BkoJ6o0riiWcdm4eSTk5as1jje3sDbb7P9tDSxjbxApsRllpys34AtPl5+/N9/1lkXQRAWYbG4Wbx4MU6cOAF/f39Ur14dDRs2lP0Q+UtUFMsGUkLZsuKXa7VajLkpzJYbwPz6k5JYRhjAfl9RVi6bYg06ruuIDA0zcVgaYwMAVb2r4kI4a5E+v+N8lPMwo/hyyvbt7MNewISQGnoDmHBWmMc2KciEncp4ILGuFceGE90/PHh02dAF0cnRFi/bIGPGiPtbtwItWxqfq5shGhcHeHqKxwcPygURQRB5gsXtF3r16kXxNQWY7MbbPHsGZGQwa460kWZhpHJl4OhR03NevGAVjZ8+ZdYbU59fec2CswtwPfJ6tq+35Wzh7eSNB68fIKhiEMY0GmP+opyyeLH82NHRZKr0jweBi/7AGUlss63KFpmaTD0xZ8PZQM3LXeFqXg0Vp9Jad5IzkhH4eyDujrsLF3sX5IgWLZhCfviQNcmcO5cFGAtwnFjDJtqAoGrcGDh0iO3HxwMXLgDNm+dsTQRBWITF4mbWrFm5sAzCWmRX3AjxNpUqGa5XVphQGlRco0bBEzdxqXGYfoh1qjb0oW4KDhx48OhTsw+23tkKR1tH/NH9D0WxKzkiJAS4eFGyEM50DRgAthpg7yagxjjgVVbMbkpmCip5VkJIbIhsrppXa4WPFF231bP4Z2i+sjlOjjwJdwf37D8fjgPefx+YOpUdBwezwGKhp4m0OF9sLODsLLda6brs//uPxA1B5DEWv+tVqlQJ0Qa+rcTGxlIRvwJAdsVNUYi3ESjM6eD9t/bXuqMEYaMk5kYQNk3LNMXh0MMAgFltZqFqiaq5t1iBRYvkx4LPzwzeKcDR5+1hqxK/Y4XEhqBFuRZ6czM1mVAZeLuyV9nLjm9E3kCHtR0QnxavN9cihg0TVf6mTcDgwcbnCkWTBO7ckf/norgbgshzLBY3jx8/NpgtlZaWhueU9pjv5NRyU9jjbQDL08ELirg5/ew0DoUwd4ZU0CiJueHBw9XeFaVcSuF1yms08GuASc0m5dpatWg0+llShlw1Rqj9xSJs7CsPRL4QdgEtyuoLHJVK/+0qXZMOR1t58byL4Rfxzo53LC50KKNUKaBHD7afkmI6Sv3xY/lxaiowYIB4fOGC8Q7iBEHkCorFzZ49e7Anq+Lmf//9pz3es2cPdu7ciW+++QYBhblAShGBLDfKnoM0Hbyg1LoZtoOlHdtwNhYFEQsWjRH1R2Dv/b1QcSqs6LECdjbmK/3mmC1b5C3oq1dX3lNpyBCgTh30r90fU5tP1Q5naDKQnJkMHyd5M89MTabeGACkZqbqWbf23d+Hr45+pfx5GOK998T97dvFFDtdYmP1a95Ig4h5XozBIQgiT1Asbnr37o3evXuD4zgMHz5ce9y7d28MHjwYBw8exIIFC3JzrYQCyHLD+mKZC4q+e1f8rAoNVZ5hllvsurtLG2siuKMMuWF0UUEFDTQIqhiE3cG7AQCT3pyERv6Ncm+xUr7+Wn6s1GqjUgGS+L25HeaifUB77fHVF1fRt1ZfvcuiUqJQ1Vvf1WbodzXn5BwceHRAb1wxXboAflltKm7cAPr3Nz5X9wW3bx9QVbJOck0RRJ6iWNxoNBpoNBqUL18eL1++1B5rNBqkpaUhODgY3bt3z821EgrITgE/nhfFTVGw3ADGv2QLxMezkAoPD/b8dQvr5iU8z2tr2kjjTzQw71bRQANXe1dU9KiIZ/HPEOAZgK/bfm32Oqvw8KHcp1e7tvK8+mHDZB/+HMdh9+Dd8HcTi+CturoKA2oN0Lv0wesHqOIlV+FqqOFg46A3d/iu4XiVlM0Kz7a2rFu4QHi48Wj7EHkQNB4/BkaMEI/376cu4QSRh1gccxMaGgofH33TMJH/pKWxhsZKcHYWLemRkaz2i0oFVKyYa8vLUwSXkynu3y8YbRj2PdiHiMQIANBmBJmq+SIg1HoZ1WAU1lxfAwD4vfvvcLZzzqWV6vDxx/JjhYHE4Djgyy/1hl3sXbBnsNhsMkOTgeCoYJRw0r9vZFKkXkZUmlpeMdjR1hEvEl/gvT3vgc+usJCKm02bWP8pQyQny11TGg1LCRfKZoSHs0BjgiDyBIvFzSeffGKw+/fixYsxceJEa6yJyCbPLOghWK6c+L4rxNuUL8/q3BQFzFluAGZ0KAhxN58d/AyAvDCdkDFlCjWvRjXvajgUegg8eAyvPxwdK3fMtXXKiIkBDkhcPhUqyGvBmGLAAP3id1k08m+Eb9t+qz2+8fKGQetNQnoC6vnW0xuXdhRPzUyFrcoWe+/vxfIry5WtTZfKlYGgILafkgI0NdGby1lHVP7xB7mmCCKfsFjcbN++HS1a6GcyNG/eHNu2bbPKoojsQfE2IkosN8HB+W+5eRD9AHej2IMLsTa66c2GEAJo3yj7Bu68uoOSziWxoFMexrzNni1vr9C6teFO2YaYY7oX1LSW09CsbDPt8errqxFUIUhv3qlnp9ChYgfZWAafIYu/Eaw+kw9MxuPYx8rWp4s0sPjgQcDJyfC88HD58eHDwNCh4vHff2fv8QmCsBiLxU10dDQ8PDz0xt3d3RFVEOvYFyMoU0pEqeWmTh22r9PoPs+YcmCK3li6Jt3kNUJNm5blW2LL7S0AgEVdFqGEs0K3UE5JTWVWCQEfH2DHDmXX1q1rVkXbqGywrs86rWsuNTMVGmhkli2BixEX4eUoz1SSxipFJkWieonqSExPxMjdI7OXHt6vH+Ce5QK7csV4QT6eZ5WZBWJjgXffFY9PnDBb3JAgCOtgsbipUqUK9u/frzf+77//UhG/fIYsNyLlyhn/gi1w6xaLgQVY/E2GeU+QVUlIS8A/D/+RjUndKsYQ0sQz1BlIU6ehQ6UOeLvO27myRoNs2CCvyNu5MwvaUsLMmYqmVfaujO/af6c9PvHkBPrX0s9WikuLQ8ty+uWlbTkxMDsxPRFOtk449vgYFl9YrDfXLE5OcgtMhQrG59rqFH3/7z/WxA1g6eEnTlj++ARBWIzF4mbSpEmYOnUqZs6ciePHj+P48eP46quvMG3aNPzvf//LjTUSCiHLjYhKZd568/Qpq9Xm6sqETV5nTC04u0CvpUAGb1phCa0UGpZuiPNh5+Fg44AlXZfkXb83nge+E0UHnJxYJpAhdNfk4gL06aP4oSa+ORGBfoHa48Mhhw0GF+99sFdP4GTy4u81LCEMvar3AgBMOzQN96PvK16DFt2aNy5G+ldJa/4AzMIlTSHfvNnyxyYIwmIsFjejRo3CggUL8Oeff6Jt27Zo27Yt1q9fj6VLl2LMmDxo0EcYhSw3csyJG42GZfDWqsWO89I1peE1+OW8PDBfSYaUkPXzJJbl/H/e6vO8abEgcOiQPO25XTvjtW10M5TeeUdsQ68AW5UtVvZaqY0vikqJwhtl3jA4NyIxQmatEa7XLjvkENpWbIuUzBSM2DUCao3ynl0AgIYNgQYN2H5cHFBPP5jZIDdvAoMGicd791r2uARBZItsddT76KOP8Pz5c0RGRiI+Ph4hISEYNmyYtddGWIgScSN8mRbETUyMWBm+qHkVlQQVS+Nubt/O3fVI2X1vN2JSY2Rj5jKkbFW24MEjwDMA0SnRqFaiGj5r8VluLlMfaaFOlYrFoBhC1z0DAN9+qz9mhgZ+DTCt5TTt8f5H+1G7ZG29eY9iHqF39d6yMalVLColCm+WfRPuDu44+/wsFpzNRvD16NHivilLmbQWTkYGi0kSLD1RUZYVoyIIIltkS9xkZmbi0KFD2LFjh/abZHh4OBJ1TbJEnsHzyt4zhS/TgrgRrDalSxu3tBdWlAQVBweLcTd5KW6+OiZvDaDEaqPJykZ6Esf+0Eu6LoGDrX7hulzj7l15OnOTJkBEhOG5djrPp0YNoGTJbD3sl62/RDk39oLV8BqjNWv23N+jF1wsteb8cv4XfNeOudS+PPolbr+08A8+ZIhYK+HMGeN1E3R77/38M/DWW+Lxb79Z9rgEQViMxeLmyZMnqFu3Lnr16oVx48bh1StW/fOHH37AlCn6mR9E3hAVpbyFgIcHa1EAFM14GwEllpu7d/Ne3NyIvIFbL+U+MHNWG3uVPTTQwNPRExpeg/61+qN9pfYmr7E6ut2/TTXK1c0Kmjw52w/rZOeEJd2XaI/vRN3Bm2Xf1JuXrklH0zLyOjSZfKbWrZWUkYSIhAh0r9Yd6ep0DN81HBlqC6LIvbzk8TPmenwI7NghNuEEgK1blT8mQRDZwmJxM2HCBDRu3BgxMTFwkqSj9OnTB4cPH7bq4gjlULyNPtWqmZ9z7ZrolnrwgFV5zm2+OfGN7Fg3VsQQQsBwbGosHG0dMb/j/FxZm1GiooDVq8XjChWAsDDDc/395ce6bQyyQfdq3bVBwQBwP/q+wX5S/z36T681g7QJ6Q9nfsB37b6Dl6MXLkdcxvenvrdsIdLA4vh4ZddERAAdJcUVHz9Wfi1BENnCYnFz8uRJzJgxA/Y6JtmKFSsizNibHZHrWCJuhMxUoGhbblxczLeTuHcP8PVl1iy1mrmpcpOXSS+x8+5O2Zg0s8cQ9ip7pKnTtK6rT5t/ioqeFXNriYZZtgxIN11/R4uu1aZjR4sCiY3xc5eftQUOX6e8RpMyTQzOEzLKpAgCMlOTiaUXl+K3rsw19M2Jb3A14qryRQQFAQEBbF9pk1CeZ403GzYUxxYuVP6YBEFYjMXvOBqNBmpdnzKA58+fw03wdRB5TnYaZgJF23IDiFYZY2RksN9BXrmmFl9YrK1EDMgzeozhZMsspBmaDJR1L5v3QcRpacBiSX0YFxfjLzhnZxalLkWaOp4DKnhWwOy2s7XHVyKuwNXOVW/e/df30aS0XPhIBeSyy8vQolwL9KvZD5maTAzfNRxpmQpNdioVMHy4eKz0Pe+HH4CuXcXjdeuUXUcQRLawWNx06tQJiyS+d47jkJiYiJkzZ6Kr9D8vkac8fqx8blGvcSOlbl3zc27ezJtKxamZqfj5/M+yMd06N7rYcraIS4/THs/rMA8u9nkc+b1pk7wjq6en8bn168uPS5QQU6itwP+a/Q+VvdiLNUOTgXIe5QzOC44O1sbaCAhWHx48Ptn/CZZ2W4qSziVx8+VNfH3cgk7q77wj7itNojhzRh5UHBJiWTM4giAswmJxs2DBApw+fRq1atVCamoqhgwZonVJ/fDDD7mxRkIB2RE3SUlisktxtdwATNzkheVmw40NiE8TYy2UWG3KuItBqy3Lt8TgOoNzZW1G4Xn99G9T7uf7OgXyRoyw6nLsbeyxoucK7fHdqLvwc/XTHguCJj49Ho1LN5ZdK21rsTt4N2JTY7Gs+zIAwA+nf8DFsIvKFlGlCvBmVkCz0m7jaWms1oK7pJO5tIUFQRBWxWJxU7ZsWVy/fh2ff/45/ve//yEwMBBz587F1atX4evrmxtrJBSgRNwIYQ+CuBFqsXl5sZ+iiFLLTW6LG57n9YJXzVltADHtmwOHn7v8nHeViAX++4/9ggR8fIzPrVdPPw7lyy+tvqSgikFG201Ig4evvLii14/KwUZMnR+5eyT61uyLIXWHQMNrMGbvGOXZU9J2DErjiRYuBLp0EY///FO5OCIIwiKyFeVna2uLoUOHYt68eViyZAlGjx4ty5wi8p7sWG6KerwNwGrdGKonJ+XqVdHC8+hR7vQ23P9wPx7FPNIe67pMDCHN+nkv8D00LN3QxOxcYt48+bGp5ri6WVK1a7NI7VxgYeeFcLRlTSpfJL5AJS/9CpRqXo1aPrVkY2lqMbbm9LPTCI4KxqLOi+Dt5I3rkdfx07mflC1g4EDxhaW0G/qqVXLXVEQEcP68smsJgrCIbImb4OBgjB8/Hu3bt0f79u0xfvx43Lt3z9prIxQSG8sqwptDeA8WsqWKerwNwOqsKekx5eLCwkN4ntW+sTbzz1ieuh2RyHyGTrZOmNN+jrWXZJ5Tp4CjR8VjFxfjH+ROTiyuRMr06bm2ND9XP3zfXrSEvUh8YXDezVc3tSJIQJp633dzX5R0KYmFnVj20qxjsxASEwKzlCwpt8IoISoK6NBBPiZNrycIwmpYLG62b9+OOnXq4PLly6hfvz7q16+PK1euoG7duti+fXturJEwQ2io8rklSrCEFqB4WG4A83E3PA/cuZN7rqlrL67h6OOjsjGp+8QQ/q7+SMpgnbant5wOX5c8dvnyPPDpp/KxTBNutEGD5LVbbG2BwbkbHzSuyThU8GAdupMzklHVy3CPrVLOpWTHmXymtkbOnag7uPXyFobVH4Z2Ae2QkpmCj/7+yGgVZBnSwGKlXLkiD7r+66+8Ka5EEMUMi8XN1KlTMX36dJw9exYLFy7EwoULcebMGXz++eeYOnVqbqyRMANlSpnG0owpa4ub707KU6F140AMIaSLu9q7YnLz7Ff3zTarVgHnzonHHGf8Q5jj9IOMO3WS91jKBexs7LC8x3LtcUisYYvLk/gncLWXp4xrIFqgevzVAxzHYVm3ZXCwccCBRwfw182/zC+ge3fA0dH8PClffCFPCU9IAKj4KUFYHYvFTUREhMEmmUOHDkWEsT4zRK6SXXFDlhsRaVCxNH42pwRHBWPbnW2yMWmdG0M42TghMomlXn/e8nM42zlbb0FKuHsX+PhjnUWZiKkLCpK7rwBg1ixrr8ogHSt3RKdKnQCw32sZN8MtEQxVMxbcU4/jHuNaxDVULVEVX7VhPb8m/jcR0clmivS5ulrumrp7Vx53AwDbthmeSxBEtrFY3AQFBeHkyZN646dOnUKrVq2ssijCMrIjbtLTxTpsZLkBLl8WvQXXr1vvseeenitzQRmqnqsbXOzhxIJwXexc8GmLT/Xm5yopKczFlJwsH9c9ltKypdxl5e7OmmrmEUu6LdH+DsMSwmRCRvh9x6fHw93eXXadtLBf943dAQBTmk9BHd86iEqOwpSDCnrlSXtNKUGtZr5haUr4zp2smiRBEFbDYnHTs2dPfPbZZxg/fjzWr1+P9evXY/z48Zg2bRr69OmDPXv2aH+IvCE74ubJExYb6uwM+PmZvqawU7Gi+Y7nQsaU4GHJ6gebI57EPsH6G+tlYxpePyBXN/5GCI4d13Scolo4VmXSJGa6kqY363b4llK1qr7lIZdjbXSp7F0ZU5qJQsTLSaxrIP19J6Un6V1rA+Y6C0sIw83Im7C3sccf3f8ABw6rr63GkdAjph+8e3fTvx9DTJvG3HYCsbHAsWOW3YMgCJNwvKLIORGVwpoOHMcZbNOQ38THx8PDwwNxcXFwd3c3f0EhoF49864UGxv2pXH9ehYH+e+/zPVfty5re1PUadFCP5lHlwcP2O/kwQPgwAF5r8Ps8PE/H2PxxcXmJ0rwdPBEbFosbFW2SJyeCAdbB/MXWYvt2y23RKxbB7z7rnzs+XPlHbOtRGJ6IkovKI3EdFYx2Iaz0br/bDlbrZXGzd4NCekJBu9R2rU0wieHAwDG/T0OSy4tQQ2fGrj+4XXY29gbvAYAEzh//618sY6OwG+/yZtwfvAB699FEIRRLPn8zlZvKSU/BVHYFEV4XpnlRojtLE41bqQ0VFAi5soVIDCQ7V+1oJeiISITI7Hi6grzE3WIT2cZRz2r9cxbYRMWBowZY9k1np76dVrKlMlzYQOwwOslXZdoj4V+XIDc/WRI2AgurYjECNx6wfpvzGk/ByWdS+Je1D38cv4X0w/er59li01NBdq0YWZCgR072LcPgiCsQs5b9RL5SkwMS7gwhxASIYib4pIpJSCIFlNcuSK2Qbp2LWeP99O5n5CamWrRNSqotG6UHzrkYSsTngdGjWIvJku6d0+aBKxcKR/76CPrrs0ChtYbqk0NT8xIlGWlSS0vUuHDgZO5BTusZ3VoPB09tX+Dr49/jfCEcOMP3KuX+UqRuixbBjRvLh6/esXqChEEYRUUv5OdPXsW+/btk42tXbsWAQEB8PX1xfvvv480qteQ5yiNt9Fo2BdF4Uv1gwdsW1wsN0rEzaVL1rHcxKTEYMnFJbIxJRWJhSn1StVDlRJ5+IfZsYP54TiOvVB0Kw0D+qKH41grBt1A40mTcm+dZuA4Dqt6rdIeS8VNulrsK5WSKZag1o13ikyK1FpvhjcYjjfLvonE9ER8etBEYLe3N9C2rWWL/fNPoHdv+RhlTRGE1VAsbmbPno3bkgIgN2/exHvvvYcOHTpg2rRp2Lt3L77//nsTdyByA0uCiUuVYhV7AVHcVKtm9SUVSGrXNh/3Kc2YCg5mjUWzw+ILi/XcH+aK9gFi8OvnLT/P3gNnh/R04LPP2D7PA76+zIIjxclJvzJx69bAmjXysXr1TKeM5wFtA9oi0I8p1HRNukzgONqINWmkVYp108Tbr2vPxjkVfuv6Gzhw+OvmXzj++LjxB7Y0VikmRj8lfPt25a0cCIIwiWJxc+3aNbRv3157vGnTJrzxxhtYvnw5Jk2ahF9++QVbtmzJlUUSxrGkOrHgksrIEJtmVjVc1LXIYW9vvt5NbCz73fj5sc/57NS7SUxPxKLziyy+TvgQdrV3RZ+afSx/4OyyerUYgAWwD2nd5lqGmmX27Kkfb5MLTTKzw+peqw2Op6pFN6E0Dkda0A8AXia/xI0XLMq+YemG+KDRBwCA8f+ON97stHdvw9YtUxw5AtSsKR5HRMgLJxIEkW0Ui5uYmBiUKiWWMT9+/DjeknzzaNKkCZ49e2bd1RFmyU4a+OPHLHbRycmwB6KoojTuJieuqT8u/4HXKa8tvk7I7BkdONp0Zo410WiABQvE4x49mPlKSvv2gO7/awcHQLeXnJ2d5YG1uUQ9v3roWImluql5tcx6oxtvI2ALecyMYL0BWHBxCacSuPXyFpZdMpLR5OvLgoSlmBM3c+cCfXSELLWwIQiroFjclCpVCqFZZoL09HRcuXIFb775pvZ8QkIC7Cyt90DkGEvEjdAwUxpvY0n8aGEnt4OK0zLT8OOZHy1dloyPmuRhQO6+fcD9+2xfpWLBwFJrjLOz4YjzXr1YTyQpb71l/sM8D1nRY4VWvEhr3RiLt8mE3CITlRyFqxFM3Xo7eePbdt8CYI01Y1NjDT+ormvKnIspPJxZwKRs387MhgRB5AjFH21du3bFtGnTcPLkSUyfPh3Ozs6yisQ3btxA5eKSelOAUCJuhESOCiyRpNjF2wgoDSoW0sYvXrTs/quvrdZ28s4OTfyboFqJPPyj/PqruD9sGAsslvLTT/oiBmAqWTcgaU4+dC03QXnP8hhcmxUT5MHL4mqksTdS7Dm5xazjOrHQ0eiGo1GrZC1Ep0Rjzgkjz7VPH8sF3q1bQOnS4vGTJ+xFSBBEjlAsbr755hvY2tqiTZs2WL58OZYvXw57e/HNYOXKlegkrbpJ5Do8ryzmxiGrXEr58mwrfFkvLvE2AvXrm//suXABeOMNtn/jhumuA1IyNZn44XTO0rfHNRmXo+stIjwcOHSI7atUrAP46tXi+cBA5rNMTJRf5+mp30fK01NZA688Zkn3JVqXlDSuRhp7IyWdT5cdR6dE48LzCwAAW5UtfuzIrHK/XPgFoTEG/uOVLs1aUUgxZ82ePVvfNUVZUwSRYxSLGx8fH5w4cQIxMTGIiYlBH53/kFu3bsXMmTOtvkDCONHRyjJ6hNpgupab4iZuXF3NW6uio5kA8vdnvzfdEBRjbL61GaGxFkR36+Bk64T+tSzMuMkJmzaJ+z17AosXy/tDLV1quPllt276wUgjR+bKEnOKp6MnPmosuvmk1hsHG8MFEh1U8vEuG8TGmF2qdEHHSh2Rrk7HtMPTDD+ormvKXM+op0+Zm0/Kli3kmiKIHGJxxIWHhwdsbGz0xr29vWWWHCL3UZoplZr1RbW4u6UAZa6pCxcAIZxMSfKKhtfgu1Pf5WhdQ+sOhYu9mQZY1mTtWnH/3XeB5cvF45o1We0WQ8pO15ID5FkH8Owwr+M8bYC21HqTpjZckytNkyYLNI5JjcHpp6cBsDo6P3b6ERw4bLm9BWefndW/Qd++li/y6VNm/RJ4/JhcUwSRQ4pROGnRQ6gyrARHR6BkSSAtTewGXtwsNwDQqJH5OefPWyZudt3bhTuv7miPFRXs02F0o9EWX5Nt7t0TW59XrQr895/cavPNNyzeRpcKFYD9++VjVarIO1wXMJzsnDCthWhlkf5tjGWl2avk493+6qbdr1eqHkYFjgIATDowCXqt+cqWBZo107mhmS99s2friyIqq0EQOYLETSFGWp7EHOXLM3fLo0fM4u3mxrJXixtNm5qfc/asKG7OnjXtIdDwGsw+Pls2pqRgn5QaPjXQxL+JRdfkiA0bxP2BA+UtFFxcgM6dgRUG+mI1acLUsZT583NnjVbkyzZfwsWOWcWkfxtp1WIpaZo02HFirExcWhwOhRzSHn/T9hu42Lng3PNz2HLbgAjRdU2lG34cLc+e6afRb91KrimCyAEkbgoxlogbQ/E2BShzN89o2NB8+vulSywd3MaG1VV7/tz43D3Be3A98rr2ODtWmw8afQAur/4YPC93SYWFya02ffsCq1bpx4rY2bE8eSkODvrxIgUQW5Ut5rQTM5ykfyM7leGAXxUnf5H03SxaVkq7lcZnLVhV52mHp+n3EMuOa+rePblr6skTy9P1CILQQuKmEJMTcVMc420AFlRcq5bpOSkpLOxBaMVgzDXF8zy+Pv61fMxCq40NZ4Oh9YZadE2OOH+exXgAzIwlDSwGgC++MJzWXbOmWNZa4N13C41C/uSNT+Dl6AVA/jfK0BgO+E3TpMmCjhPSE7A3eK/2eHLzySjjVgaPYx/rdw2vWBFo3Fg+Zs419cMP+hYfck0RRLYhcVOIUSJuhFY/xT1TSooS19SFC2LT5hMnDM/ZE7wH115cy9Fa+tToAx9nA+0NcgupS6pMGTHaHGApYk+fApGR+tcZaor788/WX18uwXEcFnVeZPCcrcpwR2+NThG+t7e/rd13tnPGd+1ZEPmck3PwKumV/GJLXVMvX1LWFEFYkQIhbn777TdUrFgRjo6OeOONN3DhwgWjc1evXg2O42Q/jo6Gi3IVZZKTWakScwhfGAVxU1xr3EhRIm7OnweCgti+blkXwLDVJjuMbpiHgcQZGaK44TjgzBn5+eHDgenT9a/z8GCdRKVUqcIqGBcihjUYhtKupfXGjfWLyuAztLE6AJCUkYTNtzZrj4fWG4qGpRsiPi1e/7Xw9tuwmAMHWJaawLNn+v27CIJQRL6Lm82bN2PSpEmYOXMmrly5gvr166Nz5854+fKl0Wvc3d0RERGh/XkipP8UI3Q9BMYQvnwKBfyKu1sKYHGx5jhzRmwVdPs2+2ItZe/9vbj6IhvNpySUcSuDDpU65OgeFnHokNjxu359fQtN+/aG078dDNSEWWakx1IBZ1l3w+uWdgmXkpYpt1iN3C3W9FFxKizoxHpzLbu0DHdf3RUnli+v32vKnGvqzz+BAQPkY+SaIohske/iZuHChRgzZgxGjhyJWrVqYdmyZXB2dsZKaQaHDhzHwc/PT/sjbehZXFAabyNU2K1QgRX8Cwtjx8XZclO3ruHPayl37zKXXt267Pj4cfFcpiYTXxz5IsfrGBU4CjYq/ZpRuYbUJZWQID9XpQpLSTbEy5fy2BoHB6BdO+uvLw/oWb0nKnlV0hsXuoTrBoRn8plwdxBT3VMyU7DyivjeFFQxCD2r94SaV2Pqoanym77zjvzYnGsqOVlfEG3dar5HFUEQeuSruElPT8fly5fRoYP47VWlUqFDhw44e9ZAgawsEhMTUaFCBZQrVw69evXC7du382K5BQql4katZtlBZcqIdXG8veXW7+KGnZ3YP8oYGg0zYrRty46PHRPP/XnlT9x6eSvH6xjZIA8r+yYliR2n7ez0X0ADB8qDi4RCncJWGvvxySeFJpDYECt7Gv7iZMPZGAwIT0yTFy4c+89Y2fG8DvNgq7LFvvv7cDjksHiif399a425VL1VqwDpl7Xnz5UVWyIIQka+ipuoqCio1Wo9y0upUqXw4sULg9dUr14dK1euxO7du7F+/XpoNBo0b94cz43k66alpSE+Pl72UxSwJFOqTBn2eUbBxCJKXFOG4m7iUuPw5dEvc/z47QPaI8ArIMf3UcyePWLwcJky8nMcJzdNAWLPDrWa1b6R8tlnubPGPKJNxTaoXbK23riaZ89Z6EcloIFGm2kFsOrGv54Xm45W96mubfMw+cBkqDVZvzsvL6B7d/mD2Bp2f2k5ckTf4rNxo+lrCILQI9/dUpbSrFkzDBs2DA0aNECbNm2wY8cOlCxZEr///rvB+d9//z08PDy0P+XKlcvjFecOlhbwAyjeRoqSoOITJ5iXgOOYmyoiAvju5Hd4lfzK/MVmeC/wvRzfwyLWrxf3hS8CgvWldm3g9GnxvKur/Fpp99AGDYASJXJliXnJ2j5rDY6rOJVW5EiJSY2RHU85OEV2/FWbr+Dh4IHrkdex9rrk3kN10vzNuabUav1vHxs3mu9RRRCEjHwVNz4+PrCxsUGkTmBjZGQk/Pz8FN3Dzs4OgYGBeGikF8H06dMRFxen/Xn27FmO110QUNJ6QbCAUxq4PkrFjaen2LJh3Y6XWHR+kaL7myrm5+HggT41+xg9b3VevhTbJtjbi0X7BFeTbutzaf+oGjXkLqlCUJFYCQ1LN0RTf/0XgYZn8S2G0sNLOImiLl2dju9Pfq899nH2wZetmUXviyNfICk9q6Nt167y4nyAeevNggVAvXricXS0ftsLgiBMkq/ixt7eHo0aNcLhw6KfWqPR4PDhw2im25/FCGq1Gjdv3kTp0vopngDg4OAAd3d32U9hJzNT7A9lCuGpUhq4PlWq6H/m6BIfD9y5A7z1Fjv+df1DoyX7dTFVzG9ovaFwtM3D8gUbN4pBqcJWSOO2s5On3knTu1Uq9sEq4OhYaAOJDWHUegOVwfTw6JRo2fFXx76S9ZYa33Q8KnlVQkRiBOafyRKBDg76GVDmatc8fMgKJEqRWt4IgjBLvrulJk2ahOXLl2PNmjW4e/cuPvroIyQlJWHkSBZsOWzYMEyX1N6YPXs2Dhw4gJCQEFy5cgVDhw7FkydPMHp0HtYLyWeePpVXzDeGbo2be/fYtkaN3FlXYYLjgDfeMD/vxAlR3Dy/VhNQi/EYxqwz5low5LlLas0acV944QjWGt20MTtJO4JevYBXEhfchAnmA2ILEdV9qiOoQpDeuNA93FBjTan1JlOTiRlHZmiPHWwdMLf9XADA/DPzEZ6QVYhq2DD5TdT6bi89Xr4Ug7kBYNcuIC7O/HUEQQAoAOJm0KBB+PHHH/HVV1+hQYMGuHbtGvbv368NMn769CkiIiK082NiYjBmzBjUrFkTXbt2RXx8PM6cOYNa5mrqFyEEC4w5hM+xypWBqCjxSzjF3DBatDA/58QJoHETDWxcYoFUL+D5m9pzxqwzpqw2gX6BCCwdaOlSs8/du8BVnXo80lQ5qQuK48QPUAcHlmElZaw8S6gosLr3aoNilAOHdHU6VDpvkbrWmx9O/yCz3vSv1R/NyzVHckayKHxatACqV5c/gLmaN8uWiaoaYLE627aZf0IEQQAoAOIGAMaPH48nT54gLS0N58+fxxuSr9THjh3D6tWrtcc//fSTdu6LFy/w999/IzAwDz8sCgCCBcYcQimTSpXEaypUKHSFZXONli3Nzzl2DNh4awPUAf+wgYdvmZxvzmozKnCUwtVZCanVRkBopaBrhZEG27/9NnDwoHhcp44YmV6EqOBZAV2rdtUbFwSqoTpE3o6iOFTzakz4d4L2mOM4LOy0EACw+tpqXAy7yETjezrWOnOBxQkJLF5Hyrp1pq8hCEJLgRA3hGXoVsI3RkYGs2yXK0cuKUM0bWo+tjMyEpi6ZRlQ9V828MC0uDFltXGwccCQukMsXWb2SUsDVqyQjzk5iRYZ3eJwwjjHsVor0tiQr77KvXXmMyt6rNDrAg4woZqhydDrHP469bVMxP528Tcx/RvAG2XfwLv13gUPHmP/GcvODRum/2IzVyto2zaWTi5w/LiyYDuCIEjcFEaUWm4AZqmxsyNxYwgXF/PF/AAg8nZ1oPJ/ADTAi4ZAvOHgdXNWmz41+8DbKQ+rJ27fLg8IBoxHUbu4iHMbNQL++EM8p1IBPXrkyhILAn5ufhhQa4DeuCBUhQwqKW4Obtp9DTR4f+/7svPzOs6Du4M7LoVfwp9X/2RiUfd3aGOmOvWxY6zfl5S1hoOgCYKQQ+KmEKLEciN4HCplVZq/m9X2pmbN3FlTYUWJawqPOgGur4CyWU0Mg3sZnGbMaiOkFed5IPHixfpjRopjomxZcb93b7EHFQC0asUypYowi7su1iveJ6Dm1XC0kT//+LR42ECcv+raKlkmnZ+rH75p+w0AYPrh6YhKjgJ0kx7MZQVoNEDFivKxFSuUBSQTRDGHxE0hIz6eFZMzh/AFXRA3ZLkxjCJx87AzOI0tUGMnO76rX6NGN/BUSqYmE1W8q6BdQB6mUZ87B+i2MPHzM56GLIgeR0dg3z75uQkT9OcXMXycfUyKzzR1mt6Yg62YacaDx8CtA2XnxzYZi3ql6uF1ymtMPzQd6NxZvzq0Ob/ojz/K0/qePpXHQhEEYRASN4UMwWpjLiNXCBquXJlV3Q8NZcckbuQoyZhCmhf48EBwtXaz48dtgRRP2RQhfVgXFzvWuuCjxh8ZjOvINebM0R8zlkrs5SWea9xY3stIpQK6dLH++gogCzovMFp/iAcPZzt5JH5yZrIsHmd38G7EJIsWL1uVLZZ0XQIAWHF1Bc5FXARG6vQTM2e9ef4cGDFCPmakGjtBECIkbgoZgrgx1yhYsFxXqsQqE/M8s+b4+lpxMTwPnDkDjB8PtG7NvmHWr88e1NOT/ZQty2INtmwpkN2NfX0VpsY/6gze+z7gexPQ2AH3xZ5BpkRLUkYSHG0dMaLBiJwvVilXr+pbXxwdgZQU8ViqjqWp4bouj8aNWRByMcDV3hVfB31t9HxyRrLRcwKd1neSHbco30L7tx/3zzioR79nPtZGl3Pn5H+DPXuA8HDL7kEQxQwSN4UMpcHEQvkSaRp4jRpWbOZ84wYzsbdoAfz2G3DyJHDhAhsPDWWWgLg4ICyMfdAOGsRabIeFWWkB1kPo/G2Sh1nWCwOuKUMBpwBrswAAb9d5O+8CiXke+PRT/XHduipSoSltSaLbgboYFccEgEnNJsHXxfg3AMESJ5ChyYCDjeieuhRxCfej5IWofujwAzwdPXEl4gqWRf4N9O0rv6k5M+ymTfJmmhoN6x5OEIRRSNwUMpSmgQs1bipXFoOJreKS0mhYf6EGDZQF/zg4ALVqse2JE0Dz5mKTqwJCx44KJj1/g7miamaJm4ddgHQns1YbANqO0XnCxo2ApJ2Jlvh4cV9ahdjDQ6y54u2tH5PTubP111iAsVXZYlm3ZQbPceC0f1MpGRp5U8v2a9vLjn1dfDGnHXMTfnHkC0R+oNNM05xFMy1Nv5z2H38oK1NOEMUUEjeFDEvSwL292WeX1YKJw8NZm+ypU833xxFIS2MNmoTCcU+fsnu8ynlnbWuhyHLD2wLBPQC/a4DHYyDTGXjUyajVpqRzSWRqMtHYvzGalGlizeUaJzYWmDRJf1y3n5qPj7gvFTrSDClhXhEs3GeO3jV6o45vHb1xIRtON/ZGw2vgZCu6jZ4nPMfWO1tlcz5o9AEalW6EuLQ4fBq/Tb8GgTnrzfz58v/AT58CO3YoeDYEUTwhcVOIyMhQZrkRXPqVK7OtVcTNjh3sBqdO5eAmWUREAIGBLNK5AODtzUJLzHK3H8BBtN7c7Wd0qlCSf1yTcTlfoFK++IJVHdRF12ojtbhFRYn7uoK1n/HnV5ThOA5rehmo7AxmvUnOSNYr7JeSmSI7HrFrhOzYRmWDJd2WgAOHdTfW4fj78tgcs9ab+/eBMWPkYwsWKP+SQRDFDBI3hYjgYCZwzH3JE4KGAwLYe6YgiLIlbtLTWU+hfv1EX5c1CAsDmjQpMEHGHToo+JB42AVIcwVqZfX4udcLyNDPrinpXBJRKVHwc/XD23XetvJKjXDxIrBkif64bq+N2rXFfXOBwj175nxdhZSG/g3Rv2Z/vXHBesMZCF6TZlolZyTj0wPy2KemZZri/Uas2N+4zD3IKG1hdP/t23JL24ULLKCfIAg9SNwUIm7dYltzX9ZcsmIeq1VjmaTJyaychlDzRjEvXrACbkuXWrxWRdy6BXTqVCAETnyZ7Vl7Jn65agfgfjeg7FnA4wmQ7m6wHYObPate+0nTT2S1UHINtRr48EPD56QZUhwndz2l6ddu0aJSMfdhMea3br8Z7AwOAOnqdL3g4tTMVFmV6oXnFiIlQ27R+a79d/Bx9sHtqDv4eZwSc6GE9etZgUUpCxdadg+CKCaQuClE3LzJtubEjRBnWL06+7IHAFWryr/0meXpUxbEeOGCxeu0iMOHgcGD81XgPIl9gt9fDQfsEwAzLRRwZwCg4oHam9nxrcGy06VdSyMkNgQudi74oPEHubNgXZYsAa5c0U+F8/CQv1gaNZL3JtL9nUuvDwwUVXIxxdfFFzPbzDR63lBquDTAXMNr0GOjvOWCt5M35nWYBwCYxR3H83IeyheUnq5vft25s8AF6BNEQYDETSFCEDfmiI1l2+rVRWtP3boWPFBUFPDmm0zgCFham8MStm5lXZPzQeBkqDPQaV0nqFXJQJX95i8I7g4kewN1NrHj+92ZqyqLCp4VALDu33mS/h0ezmJtACZkHCSWIl03ohCEBRiuCVChgrhfTONtdJnSfAr8XP0MnuPBo4RTCdmYmlfL2jgcDj2MR68fyeYMbzAcLcq1QFJGEv43SqdisTn+/FPeKoPnge+/t+weBFEMIHFTiMiJuKmjn/xhmPR0oF07/TTv3O5ns3o1C5jMY4EzZu8Y3H/N6pI41FYgbjQOzFpT+irgfZ9lTQWzb+cBngE49/wcVJwKE9+cmIurljBpkihiOE50Nfn6yn+X1asD+yXPT9f85+IiLwxXTKoSm8Pexh5/9vzT6PnolGjYcvIWCmpe/n9FNzVcxamwpNsS2HA22MbdwX91LOjbFR4OdO0qH1u3Dnj8WPk9CKIYQOKmkJCQoOz9S/hC7ufHMoAtFjejRilXUdZm5UpWNC6PBM666+uw5jrLinG1d0VawE4ACmqHXBvOvFeC9SbLNRXgFQAAGFJ3CCp5WRrglA0OHQI2bxaPpWnb0iwoABg40Hj7BYAFjQv1btzdWaVpAgDQtWpXtCxnvAmZt7O+hU7qnnoS9wS77u6Sna9Xqh4+bvoxAOCTvk5It8QweuuWaEl1dGR+6LlzLbgBQRR9SNwUEoTYGXNxMyVLsm316szYcucOO1YkbrZvBzZskI+5uhqea4igIFZc7N499obL82wBus0CTbFqFXNR5bKl6M6rOxi1exQAwMHGAYnpiYBzDFDxhPmLw5sCr2qI4uZhF1R3fhNHQo9Axakwo9WMXFx5FunpwMcfi8elS4tuRD8/uUD08QH27jV+r1KlgMuXxeOOHc2n5BUz/uz1p9GCjS+TXsLPRe660q1/9M7Od/TGZgXNgq+LL+6rYvBzKwsC4s6cATp0YPtCOYWVK+WVpgmimEPvYIUEwZhi7jPfy4ttq1cHQkLYe5+jo4JMqagoYMgQ+Zi/v9jHwRSNGgGXLgFHjzLXUvXq7JvlkydMqAgtF5RGNK9ezSxIuSRw4tPi0WplK2TymeDAyTs+19il7CZXRgO+dwHfG4DGHnb3BwFgrRaq+1S3/qJ1+flneUXH6tWZmOQ4scO3wJgxwLVrxu/166/AkSPicY8exucWU6qVqGay0nSq2nTNpuSMZHx+6HPZmIejB+a2ZxaX2W04hLtZsCCp+CxZktWImDfPghsQRNGGxE0h4fp1tjXnsRHcUtJ4m1q1FMQDt2kjuiUAVgNFSXO+KVOAs2eZwJGyfz/LuDl7lmXtbNsGvHzJxpSwdm2uWHA0vAYtV7bE69TXAPSrzTrW+xsw0uFbxtVRQLoTUHcjAODWoXrMatM6D6w2YWHArFnicd++YnFFbx0XiYOD2H/DEK6uzL0lpZi1XFDKnHZztGn+AkLqd2xqLAL9TL+255+dj7hUuWtweIPheKPMG0jk0vHZWxZYb/bvFwPAo6PZdvlyZS1RCKIYQOKmkCD1GpgiKav1jUXBxFOmiP4rAWl9FGMWl99/Z2Xhped5nvn/u3ZlNVWaNmVdqvv1Y13Cz59nxfuUsGYNi8GxosB5Z/s7uPmSmcG8Hb1lvYJc7FyQ6hwCVDxm/kapXsCtt6GqtwngNMDjdujhOx41fKzRwMsMX37JihcB7Hfq4MDcgBwnftAJ9Opl2iXVsyfLwBGoWZO5tQg9PBw9sLCzvK4ML6mLdPvVbXg6eBq9XsNrMGDLANmYilPh17d+BQcO62tl4HQ5hYvheaBixawba4By5VgwOcXeEAQAEjeFgsxM014FKS9fsq3iNPCTJ1kZdynSNGE3N2by1mXjRuD99+VjKSmsZs306ezN9/33WbPMgABxjp0de0xpWrIprJhFNf/0fGy6zeJkfJx9tNYbALBX2YtCp+5fOlcaKSx0YRwGNm8GVDwKAKj0zHhNFKtx5w77nQhMm8ZS6QH9isMcx/ySpsThpUvy8716WW2pRZFRgaNQvYTc7ajKehtNV6ejvp/pQOyDoQdx++Vt2ViTMk0wKpDFf43vYQO1mVJLWs6cYT5nQGyxsWwZq9xJEMUcEjeFgDt32GeUra3peSoV+/Lm4MC+1Jm13CQl6aeV2tqKacJ2doZbLvz8MxMxUuLjWfrwli3sumXLmGVHWndFQOgQrtvQ0RirVgETJyqba4SDjw7is0OfAWAVhKOSxWwiDhwyNZIsqVrbAU7iojNY2I8HXjTEpQu2QH2WcbVvq3fut/r5/HPx71OjBvsjC1UbBWuOIE4bNjRttVGpWM8iqc/yLf2Ky4SIilPppYZrJG7M40+Oo3nZ5ibv0e2vbtreYwLftf8OHg4euOarxoqGRi7UJSODfYsBWCZczZrMtTxnjsIbEETRhcRNIUBwSZkTN0JSUs2a7Mv4fVa+xbi4adtWHjDMceIHJWDYYjNsGPDJJ/KxxESWvSEIlkOHgA/MVOf19wd27zZcTM4Qv/6a7TYQj2Mfsw8U8LC3sUdCulyw2dvYyz6g4BQLVPvXzF3Zuh/u7wz3Bofh4sLjwQMWYpRrnD3LfmcCkycDf2VZmaQBpsIHp5CxZgyNhgkbwSrm4gI0a2bdNRdBWpRvgT41+sjGpG0XMjQZerVvpDyJe4JNtzbJxnxdfDG77WwAwBcdOLw20/ZLizSoXPi/u2IFEBqq8AYEUTQhcVMIEMSNuSbaJbKKpdaty4RNZiaL5TWYif3DD6zZohTpB6Eh0VGlitwlAjAB1L8/u5ePD3DsGNC6temFCgQFAZ9+anaalrFjgX/NiQ458anxCPw9EBmaDHDgkK5Ol533dPSUZ0tlYddAqB/D62x1uD0Q4+rOQP/+7Pe1xnAzaevw9dfifufOzCojCBNhK/zdSpUSo9CNYWfH/nbC371HDwt7dBRffnnrF9irxL5TPHhtZeKL4RcxssFIk9eP3jsaqZny/9Bjm4xFHd86iHbi8WVbhQtJSxNTIR88YC1TMjOBb75R/FwIoihC4qYQcOmSZfPr1AFu3BD39XTKgwfMvWEMjtP/xu/gwIrt6N7s88+B//5j3af//lt5NpTAN99Ydk3PnqazfySkZaah/rL6iE2NBSAP/gSAMm5ltOek2KnskFF1G+D8EqJLyoiFSWOHlNOjMXw4O9y8WR6LbTWuXmW/Z4HBg4E9e/TnCX83UwX7BFavBg4eFI8HDDA6lZBT1r0spreaLhuTViY+GHIQlT2Nx5UlZyRjyn9TZGO2Klv8+tavAIBljYHrpRQuRpohJcTgrF1LPaeIYg2JmwJORob5L+ACr7PiY+vWZZ+FANCggc6kzExWpM1UgK4hV8bFi4C9Tofks2fFrsTr17PMKEuxt2euFd1gWGNkZrJvp5GRpqdpMtFiZQs8jnsMQO42AIAqXlUQlhCmdx0HDhmaDMA2A2iga4YxbL35c7kdGjRgBYLj4gxrjhwjzYLp0UOe4aSLra15M1+NGqzktfCicXGheBsL+azFZ3rF+2zArDeP4x7j7bpvm7z+t0u/4UG0XIAEVQzCwNoDoVEBH3c12aNeJCWFWeoA4Phx5m5Wq+WWPoIoZpC4KeAoDSYGxFp5UnGjZxSZM0feGVoJM2bop1ylpAAjRzKRNGwY0KeP4WuVUKMGC1JWSkICi/Ex8gGu1qjR7a9uuBzB/Hk2sJFZber61sXDmIcGr5VZdxqu0I4yDFtvEhKY1nj3XXZsddfUgwdiRhTAen8JdW0A/WrC0rgpXTeTkLnWqRPw3XfieK9eygUmAQBwsnPCr11/lY2pIVpvFp1fhPcbvq97mYzO6zvrBRf/2PFHONs542QF4C+lDW+FbCmAZTgC7EuDbokHgigmkLgp4AgBquZCIby82Jc1Dw8Wq2tQ3Lx+bXkmRfnywEwDKc6zZgHBwazs/6JFlt3TEKNHW+YWuXULGD9ebzhTk4nem3vjwKMDAJiwkX7gNCndRFvnxiw+98FVOAW5qDH8XXrRIuDtrC/q//0nb6ieYxYskMfFrFghP28sKNvZWR4U7usrCttLl1i2nCCMdNP6CUX0q9kPzcsZzo5KTE9EUkYS3B2MZwWGxobil3O/yMbKeZTD5y2Z2/h/XYBXzoau1CElRcw+/PtvZoXjeXmxR4IoRpC4KeCcPs225uI4hJ6JdeuyFjMxMczaU7u2ZNIHHxjOgDLFqlX6ZqMLF4Aff2T7y5aJPR9yAsexvlRC1VUl/Pknq3ycRYY6A/239Me++/sAADacXNi0KtcKFyMu6t3G6JLAAY2WZx2ZdhCEhTFB2bYtM2aZ8hpZRGwsi58QqFVLbDQGsBgLY3VsdPuCDR3KFle2LKuRYmvLjmvWVB4ETsjgOA5Luy3V6zsl1L7ZcHMDvg4y7R6afHAyIhPlbtZPW3yKOiVr45ULMEGpt1B4k1CrWaVqjmMWP6V+bYIoQpC4KeAI4sYcgiW6Th3RalO7tqTMzK1bMiGgiF69mAtESlqa6I565x0W4GstPD2ZKd1srwgJY8YAT54gXZ2Oflv6YXcwS5VWQSUL8Gwf0B6nn5n/ZUpjc1ztXcHX3GwgsNiw0Jk3jy0HYMYVqXco26xdK35o1aolpn4L6MZBCbz5pljREQCaNxf9ZUKRN+HaL75QnpJP6FGvVD182lye9SctLfDjmR/RtUpX3cu0qHk1uqzvInNP2dvYY1Xv1VCBw8a6wG4l7coyMljsFMDqTQn/Nw1ZXgmiiEPipgATEaG8XIVQrqZhQwMuKZ5ncTGWYGenX7kYAGbPZn78UqUsi5NRSvPmlqWxxsYiefRw9N7UG3vvs4J1KqhkHy6dKnXC8cfH5bVsDMCB08bc+Ln4sXo4dmlwabbB5HUCN2+yX5uPD2vL9fffyp+GQXge+O038TgwUN752cNDHmshEBDArGtS2rWTt2aoXJkV/QsMFP1pRLaZFTQLlTwNd6cNSwhDBc8KcLAxUNAyi2uR17D4wmLZWGP/xvi02WQAwEfdgRhHBQsRCjlmZDCrnkrFaiPpln0giCIOiZsCzJkzbCtYZUwhiKDGjQ2Im927xUEB3SBUXf73P/0WCZcusfo4ACuoJxTWsTaffaa4eeMrZ6B1wHH8+5DVv+HAyURMh4AOOBxyGJm8aTOKVNgEeAbgRRLrrO1g44B/FvUAbMxVLGbMnQuMGMH2//hD0VMwztGjYiVGNzfxBSHgbCAYg+NY7IU0G65rV7lQLVUKePSIffitW2f+tUCYxdHWEWv7rNXLyhNYemkpZgfNNnmPCfsn4EmsPNh/VrtvUN3eHxFuwCdK3FM8L74utm0TA/0nTzZd0JEgihj0rlaAET7L0tNNz/PzYynI9vbMFSUTN2lphqsFm0oFL1WKuSqkCO4otRoYNChn2VHmUKnYh66/v8lpD72BJmOAy1lFCpnDSHwD71K5C448PiKLuzGGcF0VryoIjQ3Nuh+Ho8OP4vvrHwO1tiha+uXLQLVqbP/ffy1PTJOxZIm436yZ3Izn7m64A3SfPvIYC45jLw5p0FZkJBM2O3fqBGUROaFF+RYY13Sc0fMLzy1E6/LGY5t48Gi9ujXUGvH16mjriFXvbIVKA6yvD6yvp2AhgvVGrWYWHCcn1s9txw6lT4UgCj0kbgowQrZvmn4BXRmCgaV+feZ5eP6cfaY1aAD2jV0aewGYj6+YM0e/79OcOSxup2RJ1gohtylZkjXnNGJVOF+GCZsnWbHMdpnySJiOlTpi/6P90PDKG27WLFFTliK+sudKbL69Gfsf7odDi98V32flSuYF4nn9xCbFhIUx8SHwUCd13VBfLh8feVE+gEWY6wZu9e3L/pZdumRzcYQx5rafiwDPAIPnIpMi4eHoATuV8dTHp3FPMfm/ybKxZuWb46sq7wEAPuoGPFISvy+k9e/ZI5oSP/3UfP0jgigikLgpoMTFKa9MLBQlbdQIOH+e7depA7glvWAxMlLs7EybpwMDxTdDgatXxZoov/3GhEde0Lq1GH8jEWS7qwOtRwKxWe/fzmlAhiSh640yb+BgiM6HvBkC/QJxN1qsfPxjhx8RlhCGn8+zuKJVY8eiRQtl9zp3joUOAUzcmLO8GWT5ctG6Vq8eEBIinnN2Ntz5uUEDeaNTjhNLVQOsm+qRI8D27cq7shMW4WLvgm0Dt2lbMeiy9/5ejG+qX8JAys8Xfsbx0OOysS/eWYZWcZ5IdADe7g+km4u5l1rqLl9mJRtCQ4FffjF+DUEUIUjcFFCOH2efbUribYRK+40bi3Vx3nwT7JuartnHXCr4okXybKX0dNEd1b9/3pfonzaNFZzLEmS/NQH6DALSs8SMSyqQLMRp8kCNaA7nw85b9BBN/Zvi6gsxJunTZp8iKTMJM47OAAAs6rwIb9d9G9OnG7uDPseOsc+TFy9Y4opFZGbKA3Z0O7N7eupfU7Ysa1gqRSpimzRhTRbbKm1aRGSXhqUbYl7HeUbP/3bxNwyoafr/UacNnRCdLAaA26pssX7EHnilABfLAJOUhKQJqZIXLgD9+rH9b781W92bIIoCJG4KKIcPs625GEB7ezHmtHFjZjUAgGZ+oawlghRHM+kW/fvr1zv5/nsWw1GihDxzJ6/Iir/RlPbDZx2A8d0APutV65oKJGU9JY4HSscD90ooD5rkwKFZ2Wa4EC5mFk1tPhVp6jTMPMbSZ2cHzcaENycAYHG5eu0sjHDqFJsPAD/9ZGEs5759YjxNyZLyWBt7e5aKpYupGCofHxbA5WA8W4ewLhPfnIj2Ae0NnktXp+Ns2FmUdy9v9Pp0dTreWPGGzK1avl4rrOH6gOOB35oCyxtmnTDmZk5LE89t3syssgkJLFmAIIo4JG4KKIK4EVK8jdGgAcsGdnNjXQyEjM83d0zVn2zK325vzwq1SLl8mX3TA1icja+vorVbmzRvDwyZURPzWopjzulAYpawsdEALmlAhIfyezrbOqNaiWo4+/ysduzboG/xPOE5frnATPc/d/kZX7b5Unue40z3G9Xl+nWmJ69cYfGcilm6VNzXFaSGTHkuLkzwGKsPdOCAsv4dhNVQcSr81e8vlHYtbfD88/jnqOhZEbac8b/Lo5hHGLZDXsKhx6yN+OYcy4Ya1w04XQ6mlbNw7tUrFpSnUrFYtv37LXo+BFHYIHFTAImIkBehNUXprPfOZs1Y+ZmUFMDDOR3Vb2+XTzT24Sb0dZg0Sew7BDAhNGwYc5H068e6UOcDr5Jeod2adtj86igb4AHbTCA5q/6cfSag4UWho6TTYGnX0nC0dURwdDAAwJazxaa+m/D3w7/x182/YMPZYH2f9fjkjU/0ru3bF6iupKAaWMxUmzZs/6eflF2DkBAmRgD2N5PWtVGp5LVqBATXo6FKxT16WN6pnbAKvi6+2PP2HqMBxCeenkC/mv1M3mPDrQ3y9gwODvh84nYMuA1k2AC93gbu+ZhZiPB/f+1aVngTAD76iLXfIIgiCombAohgtTEUWqGL8P7UsqUYb/NG5mmodD/ljZXLzchgKde6qd9ffsnUkq8vsyTkQwXbm5E30fCPhjjznOXEC99yM7Peq53SWewNLzVYmFlm49KN8Sr5FV6nsm7Yvi6+2D90P6Yenoqzz8/C09ET+4fuxzv13jF4vY2NZdabR4/Ydvdu1orLLL9LsrK8veXnjLkVMzMNZ5XZ2ACrVytZJpFLNPZvjBU9jafMbb6zGQNqmY6/mfDfBBx+dFh7zHXpglWpndEkDIh2BjoPBcLcYPz/qPB/X6Nh8TflyrGO8DNmWPhsCKLwQOKmALKPtUYy20/Kxga4m5Xg07IlC2IFgJbpR5Q9kODGWLBA3ofo6FGx6Nvy5XmXHSVh592deGPFG3gez7KCHG0dWSG+rPdv53QgxUjnAWO0rdgWlyIuIVPD3uw7BHTA4q6L0WtTLzyNe4qq3lVxfvR5dKjUweR9hgxhLkAlPHzIqkbzvH7imh4JCXKXlG4Kv1C/xBCGYm6GDNEXSESeM6z+MEx6c5LR81vvbEW7iu2MngdYgPGD6AfaY5d1m/H3HldUiwKeegJdhgIxDibMloLwCQ4WzYmLFukHoRNEEYHETQEjPV10h5urb9OoESuHYmPDgomPHmZuiXaQiBtj3+bs7JgbIyiIFeUTCA9nLiieB0aNsm7vKAWkZKRg7N9j0XdLX6RkMnXnaOOI1EwxXsgBtlq3lBJsOVvU862Ho4+Pase+bvM1apWshYFbByIpIwkdKnXA+dHnUa1ENfP3sxVDkZTwghU7xsaNzBhmlOXLxcwo3To2SvttCf2iOA6YP1/5IolcZX6n+Rhc27hr9/iT46jlU8voeQ2vQZ2ldRAenxVM7uGBkut24MA6wD8euFUK6D4ESDT2/4LnReveX3+x5AEAGD7csKuTIAo5JG4KGCdPstRuof+dKYRSJY0aMStz1GsbuCARTSDpI2Ms2DAjg31g/vqrKIAyMpiwefmSFX/Li2J9Es4/P4/GfzTG0kui9cJeZY9UtShsVFAhDco7UnolAS5pGtx4yeq92KnssHXAVux7sE8bODy52WT8M+QfeDkp727ety8TlEoID2elanjeRA/D9HR5YI5uzyhjnb91EeZ16cIqTRMFAhWnwpo+a9C2ouFUfDWvxv3X91HWrazRe6Sr01FtcTVEJUexgY4dUaH3cOxfD3imAGfKAz3eBpLtjXyhEax7Gg0r7Fi1Kntxjh5NrRmIIgeJmwLGnj1sqyRrV6hv07EjcOR3ZrJuiVOwh5laNkLvmU8+YdX+BD7/nKkrNzfWl8ZQ76JcIC41DuP+Hoc3/3wTd6JE0wYHDumadO0+ALPNL6UERLFCf3H27JoybmUwo9UMDNs5DBfDL8LL0Qt7Bu/Bj51+hJ2N8aqxhuA4sa6hEkJD2TXbtgEnThiYsHSpWJhPCPK2NM7J2VkUN7nR1JTIEfY29tg9eDea+DcxeD5Tk4mXyS/h7WTclZiUkYTqi6sjNjWWDfzxB+q6V8GBdYBbGnAsAOgzkEeaOUNfRASrjWRnB+zaRVY+oshB4qYAwfMs8BQAXr82PdfbW6xG3LlDJg6vZR+MMpeUIVQqFrtRqpTcjLBzJ/Djj2x/9WqxQVIukpaZhp/P/Yyqv1bFkktiHyVV1stS6Pdkw9nIekaZhQfKxgKhPlk1cXig5VMObjbOmHl8JlIyUxBUMQjXPryGHtV7ZHv9HToA7Q2XMtEjIUGM0xk/Xie+OzYW+Ppr8VgotGjpt2lBDNWpw76VEwUONwc3HHz3IBqXNmz2S1enIyk9Cc62xr9YvE55jVq/1UJMSgxzQx4/jiavHfHPBhaLdqAKMGCggirGR4+Kxf2mTxez9AiiCEDipgBx5gxrtGivIJ6kTRvmKndzA+pfXoVDCW8AADrBzBuUYBWYPx/wyCoM8/Ch2HJh0iTmc8lFMtQZWH1tNaotroaJ/03Eq+RX2nO6Xb1VnApqXqFLBiw13D4TeO6ZdT8N0OIpcKo8j3uxD1DSuSTW9l6LI8OOoLyH8SJqSuA45klSGg5z9y77ld+8yWI5tUydCsTEiDcFLC+4Z2cnps5JO4ATBQ4PRw8cGnYIjUo3Mng+TZ0GDa+Bo63xopsRiRGovaQ2c1H5+wP79qHlU2DvRsAxA9hbHXinL5Bp7B1eWtyvWzfmqho8WL+HGUEUUkjcFCA2bGBbLwWhH0K8abuW6Tgx8zBS4IzyeIL6uG78IldXFqXcogUwdCgbS05mwYXx8Szlau7cnD0JEyRnJOPX87+iyq9VMHL3SDyNe6p1NwkIFhqtG8qCxpduKezbanqWfnNJZ6b60xVYBeMPLwLBDVfh3frvgrNSanvdusDYscrnC4lnX3yR1fZp714WSCwgWGvMRZPrIrwgfH1ZuwqiQGNO4AhxZg42xkVuRGIE6iypg5dJL5kJccECtAsFdm5mAn9bbWBEb0Bt6KUuvM54nllwGjRgArtzZ2rPQBQJSNwUEDL+3959x0dR5g8c/2xJ2XRITyD0JiUCkRBEQk6kiIqoiJBTQLyTUwFBObAicCCeHnoqgu3AH4IiFkRO4JAmXYgkAiKClCgQIISYSpLdfX5/THazm2wKCCRZvm9e85qdmWfKMjub7z61pGwMovItgMvz8NCGCQLol7OMFflaM9I7WFF1Ny95eVqx1Jtvar/clNIqE6alaX8UP/64LGfnMsoqzGL6puk0ea0J41aPI/33dPQ656InRxddDAV4lUCuCXtT8cALkO8JOSbofAq2vwfz/gsNHh5f/fhaF2naNG10ipo4fBjat9fqDw8fXEDB0FEVE7ka8dsV270yGMpavDzxROXpRZ0S5B3EhhEbuCnmJpfbbS0EPQ2VZ+Wezj9N+7facyr3lJbrOmYM/Q/DJ8vAaIHFneCBwVBS1Td9QYFWBycmRutEcsCAihXahahnJLipI/77X+3vk69v9VUtbrlFq2+j0ylu2zqZr9DqjdzOV5XvZMsO+tvfygZImjNHa59sNMKyZRAd/cffiIND5w4xYfUEYl6NYerGqWQWZNp7a3WVI2MLeC6mGMrboGXdF9nq4CqtKOp3by3X5t+r4Lt3If5E6Q6//KK978uoQQNtCK6aOnwYQhqY2X/Eh9GFbziHcQZDzf6w6HRlQZqtm2ovLwlu6hl/L3/W/HkNA1sNdLndVkRVVQ5OZkEmbee25WDmQXjrLejXj0EHYclnWoCzpBPcPRQuVDUCx+nT2mcqOBj27NF6tq5u7Bch6jAJbuoI25iUNalq0ai0tWgP7z0cpC0ZRNKALBLZ5HoHLy8tyzkkBGbM0NZ9841W1wO0CiDlB8y8RGarmS8OfEHfRX1p/WZrXtv5Gvkl+XjqtV+fJdaKuSaXUgRl28+xmbgBPUqnVSIeug9+ehPG7QRj+cM+9xykp1/cG6vG6NFlfaNVp6gIgnOPYaSEjxnGS0wu21g+sq2s+Cwmpmy7bZDNIUNqXgFI1BkmDxNfDP2i0n5wzFYzJdaSKisZ5xTl0HFeR7akb9V+KSUkMORHWP5xWR2cW5Mht6r6fMePa5XC/Py0Jn0DBlQckV6IekKCmzrg4MGyjkKrayXl4VHWK/HdhYv4P7SB9YayFC+KXe9k67xr9mwtm+HoUa3jPqsVRo26uEojlTh07hBPffMUMa/GcNcnd7H2yFpAK2IC7E26XbnYIqjyralsyxastCzyY80i+PhTiKrse7mkRHv/lQ1JcQn0enj/fTCZapb+oLmlvT+ip5nFMu7RctDK9zTsKhuve3ftDxFordosFum0r57zMHiw+O7FjIkb43K7VVkpMBfg61F5B1gl1hJ6LezFxweWaV06xMcz8BCsWgx+RbChGfQaBb9WVep55Ij2IyggQBvavm/fssruQtQjEtzUAba+8hpV3n+X3aBBZSNM92cVn6O1bLqfRa53CAvTxnGIj9cCmfx8uPNOLYrq1k3Lxr7EyrXFlmKW7ltK74W9af1ma2Zvnc2pvFNOAwVeTBFTTTm2prK1rvIyePFC4gvsffpX+ubUYLiIHTvgL3+peed4NdCixcXVx95OD3qwFYWeZBaz1tzbOYGr+xIdXVoTudTRo9o8Ph4iIi76mkXdodfpeevWt5h98+wKFe1t8kvy8fd0MTJ8KYVi2GfDGLdmApZvN0H37vQ+Bus/gNB8SI2EG/4KO6r6rjl2TOszKShIe0569NCCHiHqEQluatmJE/Be6bh6ttKFqjQM0Ip1+rCWzfQiHz9acJgEtldMbDBotZONxrIWOQ8+qP1xDAuDzz6rfDDGqq455wRTN0ylyWtNuO+z+9h0XCsOq6royZH+MnzsHHNvBrUZxL5H9jG191S8/YK01h81sXCh1sqkpkOw18Bjj2m5+TW1jRvpym5K8GQwX7CTbtoGD4+KuTZeXlrbf9sYUy1bajWTAf75zz9+8aLW6XQ6JveczGf3flZpPZvc4lx8PKruYPONXW/Q9T/xnPvmK7j9dm44qdU963gaTvtB75HwdlcqzzPNyNByEcPDtdYL8fFaXxVC1BMS3NSyl17S6mA0blx9JkJ0NKz+RKtsOor/8BqPA/Aoc13/zvMv/YU3ebLWZvn557UmWUaj1lVuTbKKSiml2HRsE0OWDaHJa02Y/u10MvIy8DZ6239lVlX05Ohiehkuz7Gn4o5hHfnm/m9Yft9yWjZsWZaofXvnASirsmmTNjbCyJGX5depXg8ffghNmpTfUnnRWwpdacuP5OPHLaxlMz1dt+iKiSlrJgdlRVNNmmjN+IXbGNxuMNtGbyPSL9Ll9oKSAnuRb2XSTqfR6NXGrH11LDz2GE2zYdv7MOgnKDLCmNvhnnshq7Ki1JwcyMyEZs20ee/eWv08GapB1AM6pa6tT2pOTg6BgYH8/vvvBNS0ye0VcuiQ1plscbHWcV9xNbHBuN5pvL4xliDOs4j7uZ2V+JHLbzQikHItbMLDtRYQrVtrTb0/+kjLtQFYsKCs075q5Bbl8uEPHzJ311z2ny3L4TAZTBRaqhm2/AoJ8QlhRtIMHuryEEZ9FU1AevSA7S5ytCpjNMJf/6rlgtRkcK8q7Nmj1dHWGpwotDbqtrlrMRwjnaaYKOBz7qI/a8o2enhoAY/JpBUzBgeXNf+ePx8efvgPXa+om7IKsxjxxQhWHlpZaRq9Tl9tZfz72t/H+5k98HlkPFYUr3aHp/pAiQEa/a51k3Dbz1UcoFmzsiLQQYPgP/+REefFVXcxf78luKklSmnFF2vWaD+8bT/CK+PrbabThV1sJ4HJvMgWbmIrPRnHv/l3aQ6OnZeXlh1kNGoD5OXlaZ1zmc3w7LNlLaaq8FPmT8z9bi4fpH1AbrFWM1ePHlX6rzZ4G7157IbHeKbXMwR5B1W/Q3GxFqTUpOJw166QkqK97t4dVq3S6hz8ARs2wID+VoqKS8eAqEGAE8EpMojESAmvMsE5Vy42VstdcmzBEhKijUl1sT0ai3pDKcUb373Bk/97stIiXx26ap9Lk9HEoi7/4O6hL0BuLimRcN89cLi0j6Z79sO/V1dRET8oSPsuMZu1Yu25c8tGFxfiKriYv99SLFVLPvpIC2w8PODXX6tP/6D5HbaTgCdFdGQfW+mJN4VM5qWKiW0VUWfM0E5w113aF9KwYTB9eqXnsDXj7vN/fWg3tx1v7nqT3OJce/0WK9ZaCWwMOgN/7fJXDo89zMt9X65ZYANadpitGVp1fvgB3n5ba022YwcMHnzxvQSXk9Qxky8ajMaHfGoS2ABkEIkveZjxYCxvMlq3gILb7tU+MMOGaYGN0SG36umnJbBxczqdjnHx4zjw6AF6NO7hMk1NnstCcyH3fPcErWaEcWBAHF1PQep8mLQVDFatR+M2j8H0RMhz1WQ8O1srO2/QQKvLN2SI9t1y7Ngfen9CXAmSc1MLDh+Gzp21H0EREVrdvaoEcp62HGQn3XmId/iOeH4glkn8k3869pEC2hfP+fPaqI6vvaaVk2dmwk03aQPjlatAbLFa2JK+haX7l/LZgc+0rtzrCB+jD6O7jGZ8/HhaNGxx6QeaOFEbBKo6Xl5akd3DD2tBxH33aWNi6C/hN0Bentbb4o4d7KYrA/kvZwinJgEOgB4zCj0KPa1awQfzC0kY3sy5a/zwcO3D5Od38dcn6iWlFAtTFzJhzQR+L/r9Dx2ri2dTPn7tN1qdMZMaAWNug52l1fDC8uC5b2H092BylfHp5aXljCqlvR4/Xgu0bePVCXEFSLFUFWo7uMnK0uKMH3/U6vP+9lv1+0zkZeYwCV/ymMi/mMFUGpDFIVoRjEPHOLZ6GK1aab/0b79da4IVF6flYJR+8ViVlR2/7WDpvqUs+3EZp/Jq0EzrKtGjp0+LPgy5bgj3XHdPzXNpqqKU9n/w/fc1S5+UpFU0tlphypSL634YtNZMt98O68tGaD/RrCd/PjqdjSRd1KFsVW30OiuPqLlMYyoNKe135CLqTgn3klecx0tbXuKlrS9V2zqxOq0LfPjPkgISTsCn18HTN8MvpdVpQvNh7E54ZBcEu6piZysCB60OzrhxMHas1McRV4QEN1WozeCmoEDrE2vr1rIMlur8if+RSleyCGYC/+JtxlCAL+/zIA+yoCxhQIDWuqFBA62J88MPa1lCHTrAxo2ohg3ZfXI3S/cv5ZP9n/BrTg3Kwq4CP08/ro+4nv4t+tO9UXfiouII9L4Cv/4KC6F58+qzyVz5y1/gnXdqlvbsWbjjDq1oy6ZdOzhwAAt6XuFJXuAFLmCiprk4jukakMVUpvHXG1Ix7dhwablKwm2czjvNrC2zmLdr3h8OcnxLdEz5VvHILljaAf55IxwrHbXFVAL37tdycnqmu/jUGgxlzT19fbWK+WPGaA0ahLhMJLipQm0GNxs2aMGNl5cW6FT3Px9EFh3YzxZu4nq+x4qBH4glifWs4+ayLxhbC5qgIK1t+eTJkJ2NuVMHti2YzleZ2/j8p885cr72O+Ly9/SnS2QX7mp3F0OuG0Kkv+umrldEdja0aVP9yKSuRERoFY6joipPs2kT3H+/cyWqFi208awc/EJzHmUua+h/kRdRFuSEh5iZOMnImDE1H2dTuK/sC9m8uuNVXt3+qr0BwCVTWguqGevBALyaAHscHtM2mTBsL9x1ADqcKRfo2AbktUlM1H4c3HFHWdcUQlwiCW6qUNvFUsOHayVG1TFSRH/+x0pux5dcerCdtfQljNPsoTNRlBYl2bKFg4Nh+HB+f38uq5tZ+apnKF83LeF8UfYVfT/VMegMtA9rzz3t7uH+TvfTtEHTWr0eioq0llE16bhPp9Mq79r6nNHptMBx1izn3oNTU7XK259/7rx/aKiWk+OCAtbQj2f5BynEXeSbKAtyfHy0kSRGj9Zavl9iZ9PCTZitZlb+vJKZm2ey++TuP35ABQEXoO9h8ABWtIF8h8rGrc7BnT/BLb9oOTou6+eA9j3Vvz/cfTcMHCjFVuKSSHBThdoMbmbNgmeeqT6dB4V0I4Wt9ESPme7sZBs34kkRa+hHb4cBMi06SImL4ptmiv+ZTrElBiy1PHbidaHX0bd5X/o070Ni00T8POtghddJk+CVV2qWtnwnRCaT9ms0Nha++AJWrqyY3mKp0dAOCviSQbzqOYVvi7vX/PpdiIrSRta44w6tXpdP1Z3YCjd3IucEH6R9wPzd8y9fMbQVfEqgYQFk+IPZoeGelxl6/Aq9j0G3E3DDiUrq6YD2A6NPH62H8O7dJVdH1Ei9C27mzp3Lyy+/TEZGBrGxsbzxxht069at0vTLli3jueee49ixY7Rq1YqXXnqJW2+9tUbnqs3gplMn2Lu36jSBnMOI4hwheHGBYM5xkmg8KeIT7uVmzxWkRMJ30bCpCWxoAQVV9GN3penQ0Sm8Ez1jetIzpie9mvQiyr+Kopu6ZP9+rae96kYrrSm9Xss6udjxqho1gtRU0n4LZt48rYGW1vnfH7uU9u21YtCEBC0Oa95cquhcq07mnmTpvqW8t+c9fsr8qdpO/2pMOcxdfLaanYe4k3DdWWh3FtplQutz4F0+hycmRutlu1s3rY5a69Zat+0yyr1wUK+Cm6VLl/LAAw8wf/584uPjee2111i2bBkHDx4kLCysQvpt27bRq1cvXnzxRW677TaWLFnCSy+9xPfff0+HDh2qPV9tBjeDbr3AilVeuK5EasVEHoVo1+TFBYrQmm37eZ6geZ97+K39DrJ8Ktn9KvH39KdrVFd6Nu7JjTE3ktAo4cpUAL5alNIqC48f/4f7tflDIiO1UTeHD8e8aw/r//wflh6J41PuJoegy3YaX1+tGtANN2g/mFu10jqRDAuTnJ5rhcVqIeVkCov3LmbFwRWk56RfvmDHpqq68lZolAMtsiHm97Kp8e8QWgAhpZNvMeg8PLQPZ5Mm0LatNoxM69baWDTBwVrxlskk5bHXiHoV3MTHx3PDDTfw5ptvAmC1WmncuDFjx45lypQpFdIPHTqU/Px8VjoUBXTv3p3rr7+e+fPnV3u+Ws258drL3uKO5dZW8S3gkQ9x8yFxOnjnuE5zBYX7htM2pC1dI7vSNaorcVFxtGzYEr3OTX/+L1qkjZx+GUcKr9LYsVq2/BNPVKh0DEBICGr1Gn4J7MLatbB8uTYifGHtjHoBaDk/BoNWFcnTU/u74uWlVWoOCNAa64WEaEVkERHa64YNy7b5+mpBlKendgyDoeyY8vep9mTkZbD+yHo+PfApO37bwdn8s5hVDXr2vpKUi9fl1ynQKzBawGgFDyt4WsBUrOUO+RZrU2CxVncosBACL0BQCQSWQKAZAqxG/K0e+Om98TeYMBl9Mfn44eEXhNE/AINfAIYGDTEEBKFr0BBdaKj2ofbz0z7YPj7a5OWlTUajNtlycsVlU2+Cm+LiYnx8fPj000+588477etHjBhBdnY2X375ZYV9YmJimDhxIo8//rh93dSpU1m+fDlpaWkV0hcVFVHk8Is8JyeHxo0b10pw4zPoVgpXfF11Iu/z0HQDtFwNHZZe0aAmzDeMaP9oGgU0Ito/muiAaJo3aE7r4Na0atiqfufIXCqzWRuDa9GiK3cODw946y146CFtuahI63Bx1iytOb+nJ9x7rzbGVWTF1mT5+VqJ2g8/wIoV2mDNWVkynqG43OQDJeqaHCCoRn+/a7G2BmRmZmKxWAgPD3daHx4ezk+Oox87yMjIcJk+o5L+S1588UWmTZtWYX1gYBCgd8gzcYywdQ7zsknntKwvXdaXbtM7pNGXLlO6zoAOPbrRWaC/AN65YDoH/ieh4SEI2wchByH0Rwg4UfNip/LfPRY9hmIvPAp9Mf0egiknDO+8ELwLgjEVBmMqCMO3IAJTTjgBeU3xsgThgS9GvDCifWz2AvvRmoDq7e/U+X/E1elLf0RhdZhbAYvD3AKYy00lQHHpBFAEFAL5wO/AidJll3yAaCAQ8ANMpZNtNAIvwBPwtIJnMXiUgEexNhkd5sZiMJaUzW9JplnnXsxZ/A5J+/fiV1SE/hIiBwUoHVgNOi546jkV6cVng8N4+e9RnA99B5gDZIHXaZgM+ichIgMyQ4op9voQ+ND1gX2BbqXTQ+W2WXVwLhiOx8D2brC1JxxoB+mNIDcALEac7+jFkF+h1xa536KuqflnslaDm6vhqaeeYuLEifZlW85NbSj8FAyPmVDFoCswogo9IN8DXZ4Xhv3eGPK98SjsiP6CJx4lJvTKE4PVA73FiM6q114rbTIoLwwWbzzwxoAXhtK5sfS1EW+MmJwmD3wwolWsMOBq8BhhczQ8gsF/f0oLdqA0+KlsMmuBk23Z9topeCoC44XSYxWihXXOrAY4Gf0HL1yvIDRTm+K+h7HVF9VWpwXQGghXEFhixKfQE2N2EB75Jqy/B3LhdCjFZ4PJPRtG/tmG5GQFk3uuIUX5gVwoMFFc6I2l2BOz2QOz2QOLxYDFYsRq0WO16rFaDFiseqwKUHqU0qGUTosMKc2RsupKc6bK5nbllsvS6Ry245ReVfMlWd322lJdiH2p26var3bzb+rmfag33O2/TxXUOGmtBjchISEYDAZOO46XA5w+fZqIiAiX+0RERFxUei8vL7zqyMCCpt9D0b0ejh5DaW6Owf5ajwE9RvR4lM6N6ErnerQWA3r7srF0f3f75Iq6TKcDo6cZH08zAYEF+KFlmPk4TKbStCbA22HyoixDDUVZNp6r7Dxblp6tykeJwzrbVOxiXoyW9ef42jaVxpX2rMFCoAAtizAXOA8c/cP/RVdMSTWT438Plax39dpxXn6y1TxzvE2WS5isDscqn6PrOKlKll3NcXhdPtf4YicqeV3ZNlfz8q9dLVe2ribbaqrCMa7hksVarRnq6elJ165dWbdunX2d1Wpl3bp1JCQkuNwnISHBKT3A2rVrK00vhBBCiGtLrRdLTZw4kREjRhAXF0e3bt147bXXyM/PZ9SoUQA88MADREdH82Lp4IXjx48nMTGRf/3rXwwcOJCPP/6Y3bt3805Nx/4RQgghhFur9eBm6NChnD17lueff56MjAyuv/56Vq9eba80nJ6ejt6h57EePXqwZMkSnn32WZ5++mlatWrF8uXLa9THjRBCCCHcX60HNwCPPfYYjz32mMttGzdurLBuyJAhDBky5ApflRBCCCHqIzftjU0IIYQQ1yoJboQQQgjhViS4EUIIIYRbkeBGCCGEEG5FghshhBBCuBUJboQQQgjhViS4EUIIIYRbkeBGCCGEEG5FghshhBBCuBUJboQQQgjhVurE8AtXk1LOA9lf+ojw5Qe9twK60smR4zpdhXOW7a0c0theqdIU1nLXrFykth1Z2edlaa0orIAVa+mxFFasmFFYsOCFBTCUTnqHOaVzncvzOb92nKylk8VhbpvM5aaS0gmHdbb9qrw/qtxBS9A+0bYLt1+sFVQxWEu0yVIMxmKwlGhzQzEYSxymYtCby5ah9LUZDCVlr40lpctm8DCXO4YZPErP47gPlB7HduG2e1t3WdH+a4uBIuAC4InzZ8R23y2lyxbK7msx4FU62RPb7ln5ueOHwnawEod1ZoeDmkvnjicqKvfacU7p3HEfxw9bHVaC8yWXX3b1HJXfVtk6V5Pt0wnOt6f8s+z4Ka5svdXhWOW/F2zPuOO8svWO3y+4WFd+ubKJKpZrss3VvPxrV8uVravJNuGs7O945a654CY3N9dh6eK+0Wry4RVXUSFwpLYvwv0dLZ2EEKIuyM3NJTAwsMo0OlWTEMiNWK1WTp48ib+/Pzpd+VyWuiMnJ4fGjRvz66+/EhAQUNuXIyoh96l+kPtU98k9qh9q8z4ppcjNzSUqKgq9vupaNddczo1er6dRo0a1fRk1FhAQIA96PSD3qX6Q+1T3yT2qH2rrPlWXY2MjFYqFEEII4VYkuBFCCCGEW5Hgpo7y8vJi6tSpeHl5VZ9Y1Bq5T/WD3Ke6T+5R/VBf7tM1V6FYCCGEEO5Ncm6EEEII4VYkuBFCCCGEW5HgRgghhBBuRYIbIYQQQrgVCW5q0ezZs9HpdDz++OP2dRcuXODRRx8lODgYPz8/7r77bk6fPu20X3p6OgMHDsTHx4ewsDAmTZqE2Wy+ylfvvl544QV0Op3T1LZtW/t2uUd1w4kTJ/jzn/9McHAwJpOJjh07snv3bvt2pRTPP/88kZGRmEwm+vTpw6FDh5yOkZWVRXJyMgEBAQQFBTF69Gjy8vKu9ltxW02bNq3wLOl0Oh599FFAnqW6wGKx8Nxzz9GsWTNMJhMtWrRgxowZTuM31ctnSYla8d1336mmTZuqTp06qfHjx9vXjxkzRjVu3FitW7dO7d69W3Xv3l316NHDvt1sNqsOHTqoPn36qD179qivv/5ahYSEqKeeeqoW3oV7mjp1qmrfvr06deqUfTp79qx9u9yj2peVlaWaNGmiRo4cqXbu3KmOHDmi1qxZow4fPmxPM3v2bBUYGKiWL1+u0tLS1B133KGaNWumCgsL7Wn69++vYmNj1Y4dO9TmzZtVy5Yt1bBhw2rjLbmlM2fOOD1Ha9euVYDasGGDUkqepbpg5syZKjg4WK1cuVIdPXpULVu2TPn5+al///vf9jT18VmS4KYW5ObmqlatWqm1a9eqxMREe3CTnZ2tPDw81LJly+xpDxw4oAC1fft2pZRSX3/9tdLr9SojI8OeZt68eSogIEAVFRVd1ffhrqZOnapiY2NdbpN7VDdMnjxZ9ezZs9LtVqtVRUREqJdfftm+Ljs7W3l5eamPPvpIKaXUjz/+qAC1a9cue5pVq1YpnU6nTpw4ceUu/ho2fvx41aJFC2W1WuVZqiMGDhyoHnzwQad1d911l0pOTlZK1d9nSYqlasGjjz7KwIED6dOnj9P6lJQUSkpKnNa3bduWmJgYtm/fDsD27dvp2LEj4eHh9jT9+vUjJyeH/fv3X503cA04dOgQUVFRNG/enOTkZNLT0wG5R3XFihUriIuLY8iQIYSFhdG5c2feffdd+/ajR4+SkZHhdJ8CAwOJj493uk9BQUHExcXZ0/Tp0we9Xs/OnTuv3pu5RhQXF/Phhx/y4IMPotPp5FmqI3r06MG6dev4+eefAUhLS2PLli0MGDAAqL/P0jU3cGZt+/jjj/n+++/ZtWtXhW0ZGRl4enoSFBTktD48PJyMjAx7GscH3bbdtk38cfHx8SxcuJA2bdpw6tQppk2bxk033cS+ffvkHtURR44cYd68eUycOJGnn36aXbt2MW7cODw9PRkxYoT9/9nVfXC8T2FhYU7bjUYjDRs2lPt0BSxfvpzs7GxGjhwJyPddXTFlyhRycnJo27YtBoMBi8XCzJkzSU5OBqi3z5IEN1fRr7/+yvjx41m7di3e3t61fTmiErZfLACdOnUiPj6eJk2a8Mknn2AymWrxyoSN1WolLi6OWbNmAdC5c2f27dvH/PnzGTFiRC1fnXDl/fffZ8CAAURFRdX2pQgHn3zyCYsXL2bJkiW0b9+e1NRUHn/8caKiour1syTFUldRSkoKZ86coUuXLhiNRoxGI5s2beL111/HaDQSHh5OcXEx2dnZTvudPn2aiIgIACIiIiq0JrAt29KIyysoKIjWrVtz+PBhIiIi5B7VAZGRkVx33XVO69q1a2cvPrT9P7u6D4736cyZM07bzWYzWVlZcp8us+PHj/PNN9/w0EMP2dfJs1Q3TJo0iSlTpnDffffRsWNH7r//fiZMmMCLL74I1N9nSYKbq+jmm29m7969pKam2qe4uDiSk5Ptrz08PFi3bp19n4MHD5Kenk5CQgIACQkJ7N271+mDtHbtWgICAip82YvLIy8vj19++YXIyEi6du0q96gOuPHGGzl48KDTup9//pkmTZoA0KxZMyIiIpzuU05ODjt37nS6T9nZ2aSkpNjTrF+/HqvVSnx8/FV4F9eOBQsWEBYWxsCBA+3r5FmqGwoKCtDrnUMBg8GA1WoF6vGzVCvVmIWdY2sppbSmkTExMWr9+vVq9+7dKiEhQSUkJNi325pG9u3bV6WmpqrVq1er0NBQaRp5GT3xxBNq48aN6ujRo2rr1q2qT58+KiQkRJ05c0YpJfeoLvjuu++U0WhUM2fOVIcOHVKLFy9WPj4+6sMPP7SnmT17tgoKClJffvml+uGHH9SgQYNcNl/t3Lmz2rlzp9qyZYtq1aqVNAW/zCwWi4qJiVGTJ0+usE2epdo3YsQIFR0dbW8K/vnnn6uQkBD197//3Z6mPj5LEtzUsvLBTWFhoXrkkUdUgwYNlI+Pjxo8eLA6deqU0z7Hjh1TAwYMUCaTSYWEhKgnnnhClZSUXOUrd19Dhw5VkZGRytPTU0VHR6uhQ4c69Z8i96hu+Oqrr1SHDh2Ul5eXatu2rXrnnXectlutVvXcc8+p8PBw5eXlpW6++WZ18OBBpzTnzp1Tw4YNU35+fiogIECNGjVK5ebmXs234fbWrFmjgAr/90rJs1QX5OTkqPHjx6uYmBjl7e2tmjdvrp555hmnpvb18VnSKeXQDaEQQgghRD0ndW6EEEII4VYkuBFCCCGEW5HgRgghhBBuRYIbIYQQQrgVCW6EEEII4VYkuBFCCCGEW5HgRgghhBBuRYIbIUSteeGFF7j++utr+zLsdDody5cvv+j9Dh48SEREBLm5uZf/ohxkZmYSFhbGb7/9dkXPI0R9J8GNEG5u/vz5+Pv7Yzab7evy8vLw8PCgd+/eTmk3btyITqfjl19+ucpXeXVd7qDqqaeeYuzYsfj7+1+2Y7oSEhLCAw88wNSpU6/oeYSo7yS4EcLNJSUlkZeXx+7du+3rNm/eTEREBDt37uTChQv29Rs2bCAmJoYWLVrUxqXWS+np6axcuZKRI0delfONGjWKxYsXk5WVdVXOJ0R9JMGNEG6uTZs2REZGsnHjRvu6jRs3MmjQIJo1a8aOHTuc1iclJQGwaNEi4uLi8Pf3JyIiguHDh9tHZ7ZarTRq1Ih58+Y5nWvPnj3o9XqOHz8OQHZ2Ng899BChoaEEBATwpz/9ibS0tCqv97333qNdu3Z4e3vTtm1b3nrrLfu2Y8eOodPp+Pzzz0lKSsLHx4fY2Fi2b9/udIx3332Xxo0b4+Pjw+DBg5kzZw5BQUEALFy4kGnTppGWloZOp0On07Fw4UL7vpmZmQwePBgfHx9atWrFihUrqrzeTz75hNjYWKKjo+3rFi5cSFBQEGvWrKFdu3b4+fnRv39/Tp06ZU8zcuRI7rzzTmbNmkV4eDhBQUFMnz4ds9nMpEmTaNiwIY0aNWLBggVO52vfvj1RUVF88cUXVV6XENcyCW6EuAYkJSWxYcMG+/KGDRvo3bs3iYmJ9vWFhYXs3LnTHtyUlJQwY8YM0tLSWL58OceOHbPnTuj1eoYNG8aSJUuczrN48WJuvPFGmjRpAsCQIUM4c+YMq1atIiUlhS5dunDzzTdXmuuwePFinn/+eWbOnMmBAweYNWsWzz33HB988IFTumeeeYYnn3yS1NRUWrduzbBhw+zFblu3bmXMmDGMHz+e1NRUbrnlFmbOnGnfd+jQoTzxxBO0b9+eU6dOcerUKYYOHWrfPm3aNO69915++OEHbr31VpKTk6vMJdm8eTNxcXEV1hcUFPDKK6+waNEivv32W9LT03nyySed0qxfv56TJ0/y7bffMmfOHKZOncptt91GgwYN2LlzJ2PGjOHhhx+uUMemW7dubN68udJrEuKaV2tDdgohrpp3331X+fr6qpKSEpWTk6OMRqM6c+aMWrJkierVq5dSSql169YpQB0/ftzlMXbt2qUA+0i/e/bsUTqdzp7eYrGo6OhoNW/ePKWUUps3b1YBAQHqwoULTsdp0aKFevvtt5VSSk2dOlXFxsY6bVuyZIlT+hkzZqiEhASllFJHjx5VgHrvvffs2/fv368AdeDAAaWUNqr7wIEDnY6RnJysAgMD7cvlz2sDqGeffda+nJeXpwC1atUql/8nSikVGxurpk+f7rRuwYIFCnAaTX7u3LkqPDzcvjxixAjVpEkTZbFY7OvatGmjbrrpJvuy2WxWvr6+6qOPPnI6/oQJE1Tv3r0rvSYhrnWScyPENaB3797k5+eza9cuNm/eTOvWrQkNDSUxMdFe72bjxo00b96cmJgYAFJSUrj99tuJiYnB39+fxMREQKtjAnD99dfTrl07e+7Npk2bOHPmDEOGDAEgLS2NvLw8goOD8fPzs09Hjx51WWE5Pz+fX375hdGjRzul/8c//lEhfadOneyvIyMjAexFZgcPHqRbt25O6csvV8Xx2L6+vgQEBNiP7UphYSHe3t4V1vv4+DjVXYqMjKxwnPbt26PXl30Nh4eH07FjR/uywWAgODi4wn4mk4mCgoIavychrjXG2r4AIcSV17JlSxo1asSGDRs4f/68PVCJioqicePGbNu2jQ0bNvCnP/0J0AKNfv360a9fPxYvXkxoaCjp6en069eP4uJi+3GTk5NZsmQJU6ZMYcmSJfTv35/g4GBAa5FVvq6Pja3+i6O8vDxAqy8THx/vtM1gMDgte3h42F/rdDpAqwd0OTge23b8qo4dEhLC+fPna3QcpVS1aWpy/qysLEJDQyt/E0Jc4yS4EeIakZSUxMaNGzl//jyTJk2yr+/VqxerVq3iu+++429/+xsAP/30E+fOnWP27Nk0btwYwKm1lc3w4cN59tlnSUlJ4dNPP2X+/Pn2bV26dCEjIwOj0UjTpk2rvb7w8HCioqI4cuQIycnJl/w+27Rpw65du5zWlV/29PTEYrFc8jkcde7cmR9//PGyHKum9u3bV6EZvxCijBRLCXGNSEpKYsuWLaSmptpzbgASExN5++23KS4utlcmjomJwdPTkzfeeIMjR46wYsUKZsyYUeGYTZs2pUePHowePRqLxcIdd9xh39anTx8SEhK48847+d///sexY8fYtm0bzzzzjMtACbTKvC+++CKvv/46P//8M3v37mXBggXMmTOnxu9z7NixfP3118yZM4dDhw7x9ttvs2rVKnsOj+26jx49SmpqKpmZmRQVFdX4+OX169eP7du3X7ZgqToFBQWkpKTQt2/fq3I+IeojCW6EuEYkJSVRWFhIy5YtCQ8Pt69PTEwkNzfX3mQcIDQ0lIULF7Js2TKuu+46Zs+ezSuvvOLyuMnJyaSlpTF48GBMJpN9vU6n4+uvv6ZXr16MGjWK1q1bc99993H8+HGn8zt66KGHeO+991iwYAEdO3YkMTGRhQsX0qxZsxq/zxtvvJH58+czZ84cYmNjWb16NRMmTHCqF3P33XfTv39/kpKSCA0N5aOPPqrx8csbMGAARqORb7755pKPcTG+/PJLYmJiuOmmm67K+YSoj3SqfCGwEEK4mb/85S/89NNPV6z59Ny5c1mxYgVr1qy5Isd31L17d8aNG8fw4cOv+LmEqK+kzo0Qwu288sor3HLLLfj6+rJq1So++OADp84AL7eHH36Y7OxscnNzr+gQDJmZmdx1110MGzbsip1DCHcgOTdCCLdz7733snHjRnJzc2nevDljx45lzJgxtX1ZQoirRIIbIYQQQrgVqVAshBBCCLciwY0QQggh3IoEN0IIIYRwKxLcCCGEEMKtSHAjhBBCCLciwY0QQggh3IoEN0IIIYRwKxLcCCGEEMKtSHAjhBBCCLfy/4x36pYvs7unAAAAAElFTkSuQmCC", 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" ] @@ -1362,7 +1362,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -1412,7 +1412,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 28, "metadata": {}, "outputs": [ { @@ -1440,7 +1440,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 29, "metadata": {}, "outputs": [ {