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Topic Title: HCP system requirements
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Created On: 2/2/2016 1:06 PM
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 2/2/2016 1:06 PM
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Christina

Posts: 6
Joined: 2/2/2016

When I try to analyze a data set that contains two 384-well plates, certain visualizations won't load. I get the in-progress icon indefinately. I have no trouble with the analysis when I parse the data file by plate to cut the file size in half. Are there computer requirements for using high content profiler such as RAM, video card, etc?

My CPU usage is around 30% when trying to load these visualizations, and my physical memory is around 75%.

 2/8/2016 7:40 AM
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NW

Posts: 58
Joined: 5/13/2014

Hi,

Thanks for posting. The client hardware requirements are as follows...



Concerning the vizualisation issues, I'd suggest that you reach out to the support team so that they can investigate further. Drop them an email at:

informatics.support@perkinelmer.com

Hope this helps.

 2/18/2016 3:57 PM
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Christina

Posts: 6
Joined: 2/2/2016

Thanks for sharing the system requirements. I am in contact with the support team to resolve the issues.

 12/15/2020 2:36 AM
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bulahhoy

Posts: 1
Joined: 12/15/2020

Originally posted by: NW Hi, Thanks for posting. The client hardware requirements are as follows... 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+cLh0t0nSYSCUIIhBBjDCFSVYwx9ZZ3NBr1njm8h4+6utouXTrn5eWVlJQAAEpKSvLygkVFJZKkHDx4OD+/cPnylYah33PvHXl5PgAAAH6fL68gv2TkiDEN9VGCGULk1ltvBQCEQoGCglAg4J82bZpt29FoFGP89NNP5+fnh8Ph/Px8n883ePDg7du3ZzIZSqn3VGcYRmtLtk+v3oWh0vJwRTAIAnngicefy2ZO80ITVDlCTcvK8iL3zZk2SZGpxlw3xfOityYZMzGmPC8iRDZv3tq1azdVxZKkUKpfcMFFAPgLCooO7v+yMlz29BPjLZ0xQpGspJMpLp4wdJZJpRFCEELHcaLR6KnTX0uS1FjfdP3Y60YOv2zixMnPPvt8/wEX3nXf/QomCiaSigzTRpg2NUQ6dehcVhQGwF9QWgH8wbvuf4hQ3XGSBGFdVamiDB80KA+AgkCwe/fu1TV11HSok4oJMsfFT7dmDaYJApdMpqnGEqKCdVPBWjLbGo0lJEU2mWFbhmvqlEDTNHlRsCxLEATDMFpaWmRRIggThCVBTNlOrLHJ1HQkKxrCH+/YGQqFDx+rkxWiQGQZpkZVJAuvTpuUB0AoD/gAmDBhgq4blp02nWakGVAVVcQDAEpLy0pLKgvyy8Y/8TxGTJYhpVgQ4whLmkYwVk3Ttm3X2041TbNtGyHkOQxUVf23qkOOXwz/tJBLkuSpC8aYUgohfOqppwAAr81bMG/u/CfHP1tZ0SEULEKq5rmXESIcJ7S0tHhbjOM46XSSairWFEzhindWBoL51TX1hJocryCsS4qcbcnU1lVDJJm2pekGzyPHTotco0GgJrlYsrhYXUEIXDpo4KJFixYuXDh7zrzX3lhxtLqBWtKt910fKi4TFcZMQ2f4m2++FkVeFGVdNywzqWuWLCGm26qKDcPgeV6SBFFKaBppaGo0TFtnZiqdTXBCghM0pvOiIMqSpMgao2vWfRAqCNY1nBRlIcHHESKVle1vvvlWCBEhmuumTpw4qWnMNO0TJ066bkrTGMcJjpNsbm49evS4Py//rrvvp5qpQIIJi8Z4TWOum5JlmM22iLzwzFNP+wAYNPCS2bNmPPbowwCAqqqqY8eOSZKUyWQYY557UxAEb7+mlCaTSc/LCiF0Xbeurs407TfffNPv9/M8b5q2IEiOk+Q4IZXKcJwQjcZTqQwlBi8ooqhRYkbr6hiGppGURZWK8QAAK97fIunpTCZDsKIi4trOhCfuDwfAjFdfmTd/0fMvTvKHCktLKlRI3WRakmEmlU3EuObmZtu2TU3nY3HXNDRNc9yUAhGWhTdenwdA4eHqkzaCVOKxmWk580eTonBhcPCQETLWoaxahply05lMM8cJjuMkk2lRFE+fPt3Y2IgQEkXeNFks3rhkyaJ169+Pxho2bFg365XZd9x6z5LFK16Y+Mp1427jZKQikk4n065hENlhZM3qdwDwl1d1ueOhpzlkIUwjTQ1IVUxDb2yo69un17BhwyRJOnLkCABg3mtvaLqhIsLxouOmNKZDCNevXxsM5q1fv7a1tZlS7Louz/Omaeq67kVSPO+6adqW5UAIXdfWNGIYuq7TZcuWLV269KGHHsrLy7vuul+99tobc+e+ZlnO5599CUBg48bNgsDddfdtpeHChQvnz507d8GCRaNGjfH7QoqMDeZMnDi5ffsOQ4YMe/LJJ+fOndu9e3cAQG1trSzLy5cvD4fDhYWFTz/99OzZs++8804AQP/+/evr6xlj3koQRf6LfXuCAf9by1ZoRI9EqseOvSwYKKmpbnSTuuNqsqxRmkym3aZove0kBRFCiCzLSiaThmEpiipJSiqV0TS2ePHSsrKKw4ePZjLNkUgMAP+jj4xXVYwViBXoGCYXjWEFft3S2tTQSDFRJFmnGqVUkiRviXICbxhGrx69d32484H7HrzvvgfGj3/KcVMvvTxlzFVjZYQlFRGq68xkmlF/sgHLKJttue3u+3tecPFHu/fG4pxp2pIgion4Z7t2BQBoPFlbf7IuGAw++NBjUV5SdFMhOsaqxMUIVtPpJMcJzLBkRBWsqZRFOTHb3GraliLJiiy2ZVNcIiLLcjKdSiQSXoRClmWKScpNuraTdFwCVUtnqiSnbMfU9BVvrwQgf/tHexRIU+ksVpFp6NVHDpYWBZ9/5glG1FtuvrFHjx6xWEJWiKwyBWumRWtOHMrL8+3f/xXBhmVmZIk6diaZTCMEdYaZgRnTXNdOJHiMKaU0m8160RNd1wkhf3V85sjxv/JPC7lnM3lhcl3XIYTPPfdccXGxabgEM4FXfnX9TWXhdl/sO2AY1tNPPxsOlwPgHzt2bGNjI8Z48eLFAICnnn7cHwQzZk+bM292XiAkK0SScZeu3a+86uo4l9i955P8wtCGTes13ejdZ8DIkVcPG3pZcYHvvHM6LJv/rq01c7G6/ALwwP33YoxVVRUlJR4jdrJVRJFb7r423K6jIOubtmwuKg4988xT/fv3zcsL3nrr7Rs3bA2XVuaHiidPmqaqmOf5r776qm/f3gWFge7dz9v24fa6+kZJhgWFxQ8+9Eh5Rbt+A/qLsoQpSaZTzNQXLl7Qrqpy5ycfm7ZhOaZnkd977/0Y0z17PgPAv3v3nkSCP3LkWI8evSoq2o0Zc8U999zXrdv5EKKDBw+H8ovvve+hUaOvDAQL+/W/KBLlNI0lEjylekNDk6rAdhWVF/QfAGUlm0lhBJcvXz558mRRFCmliURi9OjRZWVl5eXlV155ZSQSYYzF4/GSkpJnnnlm4MCBgUDg4osvqatrqKmuA8BfVFQCgP/VV2dKkvLqqzN79OgFABg5cmR1dTXHcUePHm/XvtNTz00eOHB4l8p2fbt3r48KCtY6h4tK83zAX3zdXQ8L8QSDsooRpfjZB+8oAgAjqECSybY9Mf4ZX7Bg3xcHPnhvTZ4vcOdd9wBf3rw5c8UEt2XT5jGjRgfyfJ06dJw46WVMtA9WrSgqzC9r1zVQWPrGq6+8PuOVUGnVgZrGeGNdu3DRpYOHI90iiD54/wM+4AcgcMO4WyKRmArpgQOHgsH8efPmAQAmTJiAMXYca+LEibNmzdB1umjRoq0btnSq6tqv78D1m3bccvt9CmE6szHGQqLJpErtsUN5AIy74Sbgy7/yhrtE6pqWw3SadG2BT5iG/unuXQcOHPBMn4qKimuv+5XOTGZYOjMRpojgrVu3ev6e88/v9uKLExKJ2IcffnjhhRfm5eV17dp1woQXXTelKOrYsdcUFZUMHTq8uLj4888/hxAKgqDruueLqqmpzc8vnDvnDYx0SgyokE937ysqLHv//TUJLnLnXbf07dejvuGEaTLHce6//8HKyvb1dRFFxoUFpeXllbLs+djxp59++uCDD37yySfxeLyqqiocDvM8b1mWp5T33Xefz+dbt26dYRiiKKbTaVHkjx876AOgd88+q1a+w5jsODSVbFNkTYGJ8orC8eN/PWDAkNKycL8Bfatr6mQFY4zff3/1wIEXAQD69u07e/ZsSZK++OILAPyBQKiqfeeFC5aGgkXh0koAgoMvHZ5oileGy1769QSbGZcNG961U+dLLxlUUlR8/OixI4cO33XXXYFAIBAIvPDCC4oKt23b9uorM+KNsV49ei9d+uajjz5+6213QEKv+dW4Hbs+0UzLMG1mWCIvNWdasIy2bNkGgoXPvDT5m9/9XlZUw7Asw4SiMO7aa7p26uiahsgLgwYNGnP5WBlrsmZQ07Eso/FkTZdzOgEACNE++nhXXn7R5Gmvfvu738d4yU2meVFIOu6999yVB0BJcX7Xrl3Xrl9nWdbBgwcBALNnz+7ds5cPgF49etbVnlQEEcnKqOEjivMLup3TZerL04pLKnbs/Mwwk8lUJh6NQUVa9/67AQBOHDvMiEoJUlXVdVMKpIjamulgIj/73OPFxYUrVrwz/oln163d2tZ6Jh4TMaaUYsOkU6dNDAT8s2bNIEQbNWpMu3btPLcKY4wQ4pk9nqLnyPG/8k8LubfOvJway7JUVX366adDoVDvXv0vGTjkspGX+0Cwc6dzoUJWrlwVDOZPnDh59+49AIBx48Zls9mFCxdWVJR173Huth0bmmK1y95a7MvzN0USffpe2K//RdFYgura2vVrikoK331vdSzODbjgEgCKnn7q15vWrw4A0LvbxdE6KRI5ES7zhUuLg8FgOBwuKi4tC3eNxxURRa761Yj8knJRYVu3bwM+0Lt3z+3bt15wwUXFxaUXDBj46e7PB186HIAAxwmU0i5dugwY0G/L1g0jRgwDfl88wROqF5eEAfCvfu+Dg4cP8aKgqFA3mOWYGzdvCOYHAp4fzQcKC4sB8N9//4OU6h98sNbvDyxb9lYm03zuuedVVrZfu3b9Sy9Nys8vPOecrtFonOdF4AsWl5S/Mn3WhBcmVVR2uOnm25PJtGFYum6oKo5Foj4AHrz/AcswGxvqmE4tyzpy5Ih3J48ePbq4uHjx4sUrVqyoqKioqKhwHKeurq6qqqpdu3Zr16595513AQg8+sh4npNfm7cAgMCmTVuOH6+RJKW8vPKOO+5YtWpVp06dzj33XIxxXV1dUXFpXlHlwiXvzHp5Wllh8a33PYxMZ92bS4oBmDDz9WXrt59ubnWxigimOpr5whNdSgOXDho4eMiISy4eDECgW88+MUHevHZjSaioU7dunx84cOLIsX2793Ts2LFPv77bt2154rHHK9tVvbNqNVHEa66+CgRK31y5Olpz/I2Z00GwVGFJooj5fjBi5BhRpdOnvVqYXzBrxuz16zbnh4p/df1NTLePHqkBINC9e8/t23ecOHFCkiRBEGbPnr1ixYq2trb3339/+dK3H7z/kauuvG79ph133P0QMZxkqrm+vt42CFG4A/v2rHxrKS9IheHKq268SzWztpOMxyK6RghWMYK1J6o1TUulUs8880wgENj72T6qMV6QNN2QFZXqWiKRePHFCSUlRfPmzYlEGhsa6iorK7t16/bxxx/ffvvtpaVl06ZNp1S//vpx+fmFTzzx5M6dOzOZjJc1oqpY1w1K9UOHjgAQWLL4rXhMIJghVa+vi7ar7LRy5SoF8rfdPq6svKCkNB/4gN8POnU6Z/PmrRjpjp3u2KFL/34XtTR/bdtuPM4hRCCElNJ0Ol1SUlJQUBCPx2OxmOeG3bp1azgcnj59uqZpPM8TQjBWI00nR44YXFJUXFEe7t696oEH7mhqTCBVtx09EASFhRVLl773zqrVwAe6dO2uM0eWReADV111xeef773jjjsAAKtXr0YIjR//VElJ+IP319fXRdav2wJAcMzosQcPHDt5vLZLx07PPfU0I/SCvv3yAHj80cd2fbwTysoD990fDocXL148Z84cv9+/9M1l119/vSwqjbUN7Sranzp1es2adffe94Bu2Ws2bHzp5Skq1URJkRVVp8xkFpLUsVde3f/CQU0J0Uk3CwqMxzlCiOtYPc/rFi4qNJimKMoVV13ZsVNXzXQgNRKiIgrc1y2ZbVs3d+xYNX78U+Gyim49equUSSqxkpmGxohhmfNff8PvA1gRI011hYWF3Xv2oJRu2LAhLy+vqqpq7Qdr7rnr7sL8gq2btxhUu+u22/MAmD5l6s4Pd5SVlofySz7ff4hQQ4FIIzqC6ovPP1daGHrw3rtKCwtCgeCaNWtkCZlW0k4287LquOyyUYMBAGVlFQAE80PhHR9+apkpw7Bqa2sQlglVRo0aWVxcOGfOPAD877zzDmOMMdbU1OQ52L3AZY4c/wj/ipDruq4oCkKIMaaq6pNPPgkAKCwoDZdWlpe1ByCw59N9BLOOHTu3b98BIYIxnT17djgcrq+vX7ZsWX5+cN3691XCNUSOr1m/OlQQnDjp5fO79z5R2xCJxiFS16xbm18Y2vPZXkKNrl17hUKVSDUwki7o1/PcDn2yzjex2EmfHwAA8vK8MLkfgBJBwGYK3XTn1UWllYi6H+38uKAwsGjRgoaGusnqnUAAACAASURBVDVr1hUVlaxY/q7rZGa8OidcWrl//1fr16+vqKhYtWplS2u6trYmmB9auGiJAlFFZfv2VR013WiKRpykazm2osIEH9+6fQvwgWB+wDv6/YGSkvCdd96NMd2wYVMoVLB7955du3b7/YEtW7bFYom2tq979eoTDpe3tLQdPnw0GCp6+JEnBBEirHfo2GXEyDFNTVGECGOmadq7d33iA2DC8782dEYJYvqfg52pVKqurq6srOyee+7Rdd00zaVLlwaDwV27diUSCQDAfffdRwiJRGLh0sqLLxqsa/aby1b4QPD4sVpNY+PG3QgAwBhHo9GamuOFhfkff7yjqakB+Py33f8Y1lPR6vqOFVW9Bg3niYbqT3YLh9fv/fKoqDJZMfg40bBKpMlP3lsKgA+A9lWdgyBUUV41Z/ESPZl+Z8nb7YvL5y1ZrJpGi528/bobAABN8Vhba3O8KQKAf+iwETpSnn5qfLiyy849+5IUvzFzOvDl10QEWycBAAZcMLA+yg0fOuLy0WMUCWnUGnvV9V3OOV8S0aaN2yrKqxbMX/LXDOq2tq8lSYlEIplMJh6Pm5pOED18qNpNt+4/cFzGumG62WwWK2LWNU2qNtWdaG5tCRSW3nDXwzFFs52kRrFtGUhVKEHplBuLxebNmxcMBvv37//d938gVOcF6c8Z1JQghObOnd2uXcWePbuTSee5554BACQSCUppbW3t0KHDR40aIwjSiBGXFReXHjhwSFVxTU0txwnffntGkXE0whHMjh6pASC4bOkKXbMpMSWR7Pv8EAD5a9asc5PG9eMuBz5Q1aE8LwAAAH5/oKKinSjAEzUNwUDRsKGjLDPl2GlFxoyZlmU5jlNdXd2lS5devXoRQnRdRwgZhrFt2za/3//UU09hjC3LwhhDKJsmch22etW75WWllZWhQABUlHdIxKX6hprO57QfMWJsPI55QVq8dAkAwePVdffee3dpuGDfF3tOfd2MsdqzZ/cePXpEIpFp06Z37nQuRsx1sseO1lW17/rk+F+rUFN4OQ+AiRNeaMs2Xzzggq6dOmMV8QkuHo2VFpfccccdhBBBEAYOHNi9Z49BgwZxcT5aHwmXlOXlBa+99vp0pjkhSms2bJwxZy41TEw0qrGUmxY48avPv8zzBaa9OkeApD4S10zLMCxd15lOz+16TmVFma4RRVFuuOnGiwcOllRSH+XsVFajuP7EcZ6LP/bYI4FAqDRcfry2njArmW1VsOa4KUQw03SoSDqGby5bVFVVVVRSTAjxLPKJEyeazDhy6LAPgGeffoaPxfMAGDV8RPWRo9+0nVrwxkIAAvsPHJVkJMkw5aaZpj/52KMhv2/s5WN2f/zRyOEjzj///FiUJ9RoiHDMdgQx9vm+XQ0NdbFYoqkx0bFDt8vHXCsKqizD3/72N1AVHZfF49GiooLS0rLLL7/SMIxUKuVlIHkJ/97k/lvVIccvhn9ayBVFMQyDUuolo0IIn3/++YKCgqNHaqIR7ot9B1RIKTEUGffrNwAAf35+od8fCAaDgUDg5MmTS5YsCQbzPtn9kW4qvNS49K2FvjwAgN+fl3/1Nb/y7KGPd+0EPrBuw3rbSVdVnVtR3o0SW6Pw/ntuLw60VwUjFjtZURl44onH/qJ2GUW2GUsdOfHFbfdeX9XpXELcTZs2hfL9q1attG1z6dI3AfAfPVKDVG3litU+EIxEYnPmzAmFQvn5QeADoVAgmB967vkJsqIWFZcOGTqcUF1jupe1btqWIPEbN28oLSvZ/9UXVCeSIoqiDID/lltu0zS2bduHeXnBt99esXPnJ6FQwebNWy3LURT1/PN79OnTDyFSU1MLQODZ515IpVsUSDp26jpk6EjGTEGQvFo1kReKC4sGD7oUygrTqa6RI0eOLFiwIJlMNjY2AgCmTZtGCEEIffbZZ36/f+3atU1NTYWFhV4OlCjKAASuveaGSBO3csV7hQWlBw8cjUbjd999r9/vz8/P9/s9PzHYsmVTNNYAfODex5/nVStFrR5dz+875DLFsFxeKAZg/vsb4KlvYSTWglXTNkQl8cpzD1X6wb7P9x49diLRxKkKEXRd1tiW99aH8wrXbNsakSUY568ZMbqyfbuGaIQS5BjmwEsu7dW7r0nRK9OmlFacs+3j3W2ONX3iC4HiijikCh9vX1Y8esxVNfWRTh06+wAIBQp9IARAsKS4ovp43cnaJh8Ibtn8oSSqBDPGTC95UNcNQRBc18UKdCwbIx1iRnSXkxHVTISQa+p8tCFpagZF0Xgs3K7DDXc/GJGIighSFYwgwapGsSTyU6dOBQCMHTs2k8lU19RiohmmDVWMiaYxXZbl11+fFwoFPvlkJ2Pa9ddfW1hYqOs6z/OnTp0aPfry9u07MGZedtlony9P0xjG1MuQ4DiBYGYarq5ZX315uLAgPPGlqUjVKTFNI330yEm/r3DDhk0K5O+9/6Zzu3WgGlSgQCmura3z+fJenjxdElFFeYfevQbEooLBXBXSWCzx8stTY7GYZVmVlZUAAM9603VdVdVJkyYVFBS8/fbbXqRJVVVdp4SIqspZhinwMUlqmDZtQmlJ5by5CxCWyiuKb731fk3LuMnsjFkzS0raf3Xg6P3339v5nPYKFDg+qijSwIEXFRQUMMZmzpgbChY1NSaSbvORw7UA5E94fipSDSHGFwZDr7w8BSvw0osHFoXyTWZAWak+drwwvyAYDIZCoaKiIgBAfmHBypUrP9y2Q4jx53Tqwpg5fPjI2XPmQULvvv+BTdu2Q0Ix0RCmigRlUXn/nfcKQoUNEU7Guptp4QVJlqGmabpGRgwfGi4thopkmuaIESP6D7gY66ZuJiHRZUloSbtQkT744L1QqOCcLudGOZGXVRlRZiebIjHLsb/4fF95WWkeACuWL6usrOzbv58kSXv27CktLZ09e7ZrOydP1BbmF7z6ynRLZ3kADLroYlPTZV7YvHELAIH9B48QajDDkkUJQfX1ObMrw6WHv/oy7dgb1q0HAHz44UeabmmGK0IVEzmZYhDKiqKmki2XDBzeq+cFibjEmCkInKYjhCXHsfr06QWA/6GHHkEIcRynqmoymYQQIoSy2aznX8mR43/lXyk/8/IyRFFECImiOH78+JKSEoM58ZjQ1vpNIi5q1OQ5efToy/3+gCBIECLPMRiLxVatWlVYmP/xzu0QJyQYXbHqTeAD+7888PobiwAIRGMJXpA2b93iCXkq3XL++f1CwXaU2JZJ77zj5uL8DqbWnEjU+/PAww8/mEgkZFnmOCEWxbGYjLTEfQ/dXFHZkbHMpk2bCgoDK1a8Lcvi2rXrPSG3zOTKFatLSyo+/XTvxx9/DAD44IP3HNeIRBohUk3LsZ0kAP4rr7paRYQXBd1gusGi8Rgz9U1bNgIfqG+sU1QZIgUhkp9feMstt508Wf/hhx+VlIRXrVp9/HhNQUHR3Xff6zjJSCRWVlbRs2dvWYY8L/r8oWefewETJsmorLz9yMsu9yKgjJmW5fAJ7sZxN/iB796772lqrN/9yc6uXbuGw2Ev7FpQUDBo0CAvgejZZ58FABw6dOjo0aPFxcWTJ0/mOE6SlLJwu7FXXc9zyrKlK0qKy48crpYkZcKEF4uLi2tqatLpZFNTg22bjmPt/eyTsnaVjzw7KSbpmqBWlbW7ZMzVMjPjBw9V+HzLNm7fVdvwbSqTlASIFF6KTXjk9nIAaqqP6czWVF0jBq9pcUXdvHpdRahk1Yb1ya9PaRKc8NiTwAf2frGPEtR4sg4A/00332rrZPorU4vLOm3ZsavZZK9OerGgrOrwySaH0aKgb9ToK080RK8Ze233885nmkWJGYsKrS3fYMQ+3L6rY4cu69dtJpgRzP62pYaOEcWEYKYSQyUWpMafu75AyaSqrasYCoiowB8cd9d9yEppuiHwCctkAp9gOp0181Xv8cgLk4uS0nbqdFMkZjtJTTdEWVIUZfHihT4fqK4+BqG8cOF8n8+3fft2r3yguLj0lltuo1QfMmRYSUnYaxWAMfWyOzVqMt3mOfnokZrCgvCc2W9EI3wm3YaRuf+LIwX5Ze+/v0aU4jfcdMUFF/aqrjkMVZEQNGHCi/n5hTNnzIs0cY8+8iQAweuvuynSxNXXRXr06AWAf8+ePalU6uGHH/YEMhqNKooyffp0AEDXrl0PHz7s1Xlrmmbb5nPPPV5ZWbR/3xe6hkSxfvv2te0qO82bu4AZuKQ0Pxzu1NSkRGP8o48/5vcXCaI6bdqUHj3PXbJ0gYokhGAoFLj66qsFQZg65dXiojKk6om4dLI2WhbucPedj5hGWowLeQC88vKU1kz20osH9u3ZSxJESRBFXmhXUXnNNdd4NVSJREJR4alTp8IlZYf2Hxw2ZHh9feP+/V+1r+r40Se7O5/bLSFKTjojyRATLdoUQxBf1O/C/n0H8AI0nYysYF6QNI0xxhob65cvf6u8PByJNHIc1759+wcfeizGS8xKRaJcOuWqEm8wLRQKVFV1DATzx1x1jaQSGdGGaELTjZa21kEDLykuKqCqLImJDh06XHjxRRjj3bt3AwDefvvtbDpz/OixgD9v7uw5iiD26dEzXFRsM8Og2gP3PQhA4IsDhxHWdWYaOiMIHzt0uCAQXPnW26okvz7vNZ/P98UXX7rJ9In6JkmFmMiV7Yr9fpDJNKtQKy/reN21N1NiKoqKEDRMiok8Y8Z0vx+MHDmqsLB4x44dXjmcV4fi9RvIxchz/OP8cw1heJ6PxWKGYWCMM5mMpmnPPPNMUVHRiZr6VLK5sSHGdNt1Mhjpn3/+RTCYHwzmBwIhAMC1117b2Ni4YsUKAMDBQ/slGHVS9K0VS4pKCpsiMUKNSwYN7dmrj4rRB2vX5BeGNmzaaDvp887rC0CJprm8EH34oXu7durbVCc1NByvqAwEg3kAgKKiIgD8hQUdpkyZpeDorXdeEwwVp1KnP/zwQ+ADS5cuTqXcd999DwD/vs+/sq3UooXLSksqamvrRFEcNWoUAAD4QF6er6Jd5TurVhumXVwSvvCigZIMk+mUxnTdYMw0Ms3p9RvXhctLa2qrDYsZFvOS3caNu5EQbdOmLaFQwfvvryFE69u3/znndPUyzs4/v0dpaZllOYcPHy0NV953/8OxuCAruKrDOWOvvt5rmCOKclNTtCXbHG2KeOk24dJirybp0Ucf9aqWp06d+pcgAiguLn7kkUe8BiChUGjq1KmmaSYSPACBgRcPMZi7+5PPAnkFfl/onXfexZiGQqHOnTt7f3vOOZ14PoGxCnz+Ox8aj/VUq5XuVNmhz+CRMjOlmuNVwSAIFo97ZDxXV+8qomExlUgTn7i7FIDq40cN07U022AOcZOQmWtWrA4B/5ZdOw/UVP+u7bQmKOeee25pRbkPgDwA2rXvsPvTva6hPffs08VlnWrqI1JTw7zpU4EvP6ZoDMMAAEOGjjTczKIFi6vatc8PFvl9+YUF4Z49+lFiHjp4DIDA8WO1f1fFCUE6/nNvOJUylRh/FfKUbRBFMIisYZkXuaLy8qtvuaNRlDElW7ds8gGwaOF8XSPdz+8WCoW8US0pKbn9jrsaGiOyorrJNMJUY7plWVOmTM7L8504UZ3Npuvqai+44AJvGH0+X9eu3d59973W1lM333wrAH6eF73iBYypqmJPyCVRPVFTX1JcMXfOfKTqAg9liX65/ygA+Vu2bNMZevLpB4EPeDHydu0qAPAD4D908Fhb67c8pwwbOgqAYGFBqd8Xys8vvP322xH6cyl5nz59ysrKwF/o27fvokWLVFV1HMcr3eb5hKLEO1SVF+YXFBXmB4PA7wedOp5rmakE1xTK9xUVtW/f/nwA/MAHrr5mnJtsliShuCTk84PKdmG/HxQXF+7duzeVSm3evDUULCoLt39v9bqG+gQA+VOnzIIKVUWYB8CUiZNsZnTp2OnczucwTbcM07HsRx9+pEOHDt61de7c+YknxyuK0ljf1Kldx4kvTmpsjBw/XvPIo4+XVlQmRCnGCwommm7ozMyksooEw4WlY0ZdjjCjzNF0S5Jhv34D8vPzGxvrOS5eXFzYsWMVAKCsrOzjnZ8irM9f9GZlu46bNq43KBo2dHBVVbv6+sbpr84EvsDyVe+JECezrRwvcgI/7vpfVZSHN69fM/+NueFwuNM5nSVJ2r17d0VFxcqVKyONTQLHlxaXTHppIiN0+bI3K0rDXqlbcWFRKL/wiwOHMdESnABlpbW5RRFELzmgojScHwwNGTLEMKwjR48DX2DGnNlQFRYumuv3g3btqgryS8OlVZ/u3o9U/dJLh3Tvfp6KJI6P5OX5xo27vrm5NS8v2KVLl88//zybzTLGvIlOJpOiKP77dCHHL4x/Tsiz2SwhxIviQAgjkciUKVOGDRtWU1339anfIFVTIcVIlyWUzbbU1zf26tXnlltumzt37okTJ2zbfuedd4YOHfzRx9uYhbAmvbFg3qgxo6tr6pKpltXvrR08ZNjho0c2bdk4eOilH6xdo+nGrbfd3bv3QKpZlk3GP/nIiGHXqIqNiThkWL9zz+0yaNCgSy65pE+ffn17D5454/UEXztj1ovXXXtjQx3/4YcfXnvdVdu3b1UUac2adaNHX37s6AkuIb3x+qKRI8YcOHAomUwqijJ37uxrrr3yiivGNDQ1mpaT4IRBlw657fY7VUQsx45zCUWFEKkylNZvXDfmitFfHfwSERVTJMvw0kuH/PrXLxiGtXfv50OHDl+3bgOluqaxGTNm9ezZu6amtlevPp07d/Gyl4cNH/X6G4t0ZuvMvvyKq++4895YLOG1gfvtb79rrG+INkU0Qt97d/XFF11w5RVjvvrqK9M0vRY6pmnu37//xhtvHDx48NatW1taWmRZrq+vHzZs2Ouvvy4IgiQpI4aPfuLxp5luE8xenvzKgAEXbtiwSVVxOp29/fbbL7roogkTJjQ2NjLGjh8/3n/AhfMWLW+ISEqMu/n6cQ+MfzauoBYNL5//+nkXD/31rPlYUtIaobomSIklMydeM+yixoY6qFKBk2UJyViTEN2789NrLh+7Y/dubBhEhrqKE4nE4qVLevXs/tT4Jw3TNkxbR8rmTRs6nNNz34Ejrba5csnCwZeNjUiksbZ6xOCBN99yB6/gdDJz6MDBMaMuHzb0suVvr4pGuEhT4vCh4xdfdOnu3Xv+hxabSMeQEkgI+a9CromJuJSItKRM2yC1dSeuuPbaX0+brloOIrixoe6iCwes+eC96uNHe/Y4f8SIEf379x80aNCIESNefGmSJEOvCEoQZY3pjLFly5ZcdtmIvXs/FQTu229PU0oXLlw4ZMiQxx9/XBCk06e/jcUSjz8+/pJLLhUE6a8tklRV9RwtEKJIJHbJwCFLl7xtGi7TbdtKVx+vGzZ01HvvfQBVYfyTD5VXFA4ecvGQoZd0737erbfeHo9ztpU6eOCoVyq5ds3G0aMv7927765du3Vd9+44r1Rk27ZtN95443nnnTdlypSDBw86juPVnnnt/xzHokQR+Oia9z+4YEC/Cy88f926VaKgUmIyA3fv0fWKK67fsWNft/O6r1z1TlOEy2RPKYrU2pZ5882lPXt2f+qpp5qampLJpK7rCJEHH3x4yOARBw8crT3ReMGAS16ZNstgbmNtw+gRI1e8+RZV0e0333L7zbfIogRlReD4tpbWzz77bODAgSNHjtyxY4cgiYZhKBKkkOze9WmfPv369u3/6Z7PkKbLCFvJFNYZVDEvSAjiA18eHHzxpY8+/BhUKKFmJMpZtvvY4+MvGnixIPGiLHBCYswVo2++9ZaGpsZIlEtw0tFjtZ06dv1y/76muhMXX3TBjBnTTdM+UVt33Q03/+qmW+OC7KSbvXDJt6e/mTplcrdzOm7auHbjxo2DBl969OjR48ePt2/ffsWKFd98fbqxvuGiCy6cPXMWVdHXLa0r3nxr7OVXTHrhxa/2f3nBhRfv2rM3mcq4yXQsEucTwne/OUOgunj+gsEDL5kxfaZXfH+yruGKq69ZtvxtBfKRaO3x40cvvPDiAf0HNjXyuuYiVX/ssSeGDx9q2fqjjz3Qvft5DQ11HCds2bKtd+/eq1ev9koeVFWVZdl1XYz/1ea3Of7/xz8n5J47nRAiy7Kmac3NzV5Zs2m4ogAN5nhH03BramrPnPmdYVgNDU2EEK/5lK7rpsl0hkUl5qQM0zYUiHTm1NVHU+lWw7RFWfKC0MzUo7GEYbqO0yZKKtVkTVe5ONVIGqocL55MJh2vOkvTmKo4lNi6Iao4qkINyoaiKAku4jgWxqphWMeOVWczbY6dtq2UCr0+HgqE0LKMaKzBMHRO4BWImlvaFIgEUWaGJSmym0oqKlRU6Kaclrbmhqb6ZNq1HFOUBc+PypjpFRPHYgnHSfK8ePfd9y5fvnLr1u3r12/0+wNXX30txlQUZUGElp1KcBImjBcU00o6TlJRVFXFsgzTyZRONY1QLp4wmEYJ8i7PawrhNfVUVdXbx0VR9KqPvGpyRVE0TfPC7VAh6XSWEI0xs7X1lCxDjhNs2yWECIKQSCQMw8CYptItKnVlWWt1XCEalbGBdTOtobROrZYz0G1LOy4WOFGWLMtw1USaCKmkwwwHqtRxM8xOYsJMZkUao5hovCC5tuOaFpSVdDJlmYwgzAuSAlGk7oQKZd1q1u0U5uJU4iMCNrOnM45pEMgMBzMbqwTKSiaVbaiPYqTruuE6GUI0hIhlWT9bqH/tZI4IhTpR/iLk2s+FvDWT1lTJYUQnSiqTbEwkGkSZJlMJntMoVmRRkUXbMjCCXsNgRVF4no8neNNyOF70GrUSjVJKNY3EYpFUymVMi8ejjDGO4xBCkiR54RJKddt2vUozb8/FGHuVmYyZhGiCICFEmG4bzPGapkkiwohlsy0cH802u8mUqUCBEKRpmrcYoEJsK4VUzWtOoOsGIZr3fIAQOnXqlNe4V5bleDxu2zZjzCvi95JPMcaKojiOhZFkMKIqCEGVEJ5SyWApWaJQ5QoKfffc80gigSzHhkgxrWRjU1zTNEHgFEXyUq68FhEcx3lNjQzmIFXzejBAhRLMpIRoUA0rUEM4ZTtigotFoqdPfZ103KaGRkmSvAQawzCorlmWpVPGRzmTWZrGLMtJZ5o5SVapBgmFhPKCZJhe5MdtSTXrlEGF2k4GqtTLm2loajQslky7VCdUJ/WNDbbr2E4aqlRWSNLNSiLvmrpGcTLpiKKs6YaCtUhC8NrCYKLxotDU0Eiweqo5LQpxCCHVNQhhc3Ozl0goi5JXBK9TjYvGLJ1l3CRWICMUyoppOQomCU5ghuXaSQSxhjBVUWsmC0Up5aabm1sTCZ4XpMZYnDmGikTH1Tguzpjp2BlF1lynhWAjGo2nUq4kc41NtV9/3UYp1jTmdYz2Eo+y2axni3tBn/+PxSDHL5d/pde6l6/O87woil6LGMtMRiOcCinTbRVSx057lqiXAeS6rmVZmqZFo1FZFqmmMouIMscJvKYbjpvFxDDMJMfLzDSIhhFRsi2pVCat6UYsJttOmlAJE1kjGZO1UE3GNG4YOvt/2DvvODurOv8/mcm09AAhQIAAAiKC0psFG7uWlcXyW3ddRMouVkSxgKiAu4KIfV0LpCcQ2EUISBHBTcgkU2572un9KbdOn0kmdTLz++MkYxCjhkWGuPf9uq/7embmmXvPfe5zzvd8v+d7Pl+lOOeMCSVqRpddfxOm2d6eIRBIpZSJBISh6+ZrtV6ECASUYJHNuHFUYkxUKhVryP0gX62WTRwBiD0/lMrYXa1e4Bc8N04TgGA2n/FDz/ULAfCVkcpIrSPGRKHgCaH6+gYQIlYx+7bb7jjllNdOn97sOA3XXHPdo48+BgAql6tBiGs9A4RKQiUXBhPheYExMeeSUh76QbY7U6tUQRAGvlsqJtYeMMZ837e+kZQyjuNisej7fq1Ws5N3xhhCyGpzpmna3Z2FEObz+SRJfD+0CvOEMGPinp6+KEqKxXLgI0KllOXAx4mUkaBGF30XgGwHCd1sIDYVCEJISRrFaaSNDDMa5ihBHsA+JDJKMeLZjEsoj5MiIzzSsdViU4xDP/ByWSllWiwHIUwUL6YxEcX2rlxfEkUUxdWhzQUYFrICh5gID1IEcDFJc5l8f/+g1S2PoqSzszNJEutfThrvvc8c7TPkkDHye4bcz+fCQqZoBAZu3s34GLqcQ22Y4JQgJTlnRHAaGTU5MUrTVOlISG3NCRcqhEAIwRiJIu37rpTc8wp2kLXi2BhTK06OEInjdLICDaWYEMQYsakkNvEYQgwhtqYdAtrbM5jJ5OLYIBxA5EMYWqk4pYzRqdFprdrf2dkNIWZMZDIZO2OzWtyu6+bzebv8bKfFtg/a2R5jzCbBIQQIDqVgkhvJlZShlJCzGALR0bn+uOOP/Ju/uVzKcibXzSURUpuoiDHd5//ZvSnGmNiY2IopdXZ2W/0ijKkUEWOiFCcUokiqRBvoB7HSpbTY3dlVLpZ810vTtFQqFQoFSmmUxK7rKqEpIIzwMIQQYiE1IJRKhRhXccK4pEyAALp5b6DW392ZUTIJAU3SCsI0BKhcrQjFmaCUExNrWwehozOrdOJ6kFFVLqVdm54nGAaBF0VJkpaK1V7MFdexTkp+AIrlUk+1RjA0gvpeTgiRlopWKc/OhikmSRQzQiNtNBc4BDgE0A8oRNVyBWGKudAmpkwQRDkVispYRoXufF+l13eDjo6uUqkSAkSEFJEMQUFImCRREABKVDHtBSGHgJXLVUpxCFxCQ85pLpcxJmZMCCF8389ms3bVDCFUF1qvc1AcnCG3KKX0fkRRhBG3jjijKgyw4KZW6y0Wy9ZfyeVydturlJIQJCWPEqUMl8ogzD2PUBqFgHJhCKOIhFIzTEE2n6FMUKY9P2Q8ZBxKXqU4ZTzk0vW8QiaTIYRwEeLPugAAIABJREFULgs5hqCMU0xYDgImWNEYE4QFSm0Gr0CI2BlGtdJHsOjuzgIACCEQhggHEIaEUasTCREJQogwlVoJJfNugUuRFGNlpIk1pohL5oeeXQ21nTCXK3AuK5VaEIBqtadQ8JQyWkft7ZshxPm8ixCRKraablFcApBiIqTUNjdKSi0Yr1WqFBPJBQSBFMxmFNqCNL7vK6VyuRxjLJfLYYy11lZxXQhRLpfDMHRd1wrnGWPsENDVlUnTkjFxPu8qZTZv7qREYsTTpOIWAGcxZ1oSGBayNKCJSHrKqlQ0kKbM9MsoBih0PYAhSliYciC5UHGRJ0WqIs1MJGJmDFHKMBXkPA+EiNH+Si3lSjEKIfQDwIXSDHNG3FAgrnsirTHwiQEy3TrYl2ruB4jphGLGKCYIE0K6u7ujKHJdt1QqRVGEMdzfeO/3gJKFvzPkXE0a8oGeGgldErqKozjVSbUMI53HiEtBMEQwLKYxZySfy0gpbc0MjDHCVEjNuGRcIkwxJcaYTKarWEwACIxRtVrFeuSu6wIA7HK4lVsPQwghnCxTZsu9cE6tnjGllFIax2k2mxdCWfeLc8kYCcKCUiJJErsio2RcyAeZ7gLBIo5Tq/dipeJs0UHb6Rhjg4ODYRjGcQwAKBaLGGM7kwvDEEJojOGcU4IoJorHgRd6XhdnECNFiSlXTAhymazHWFyqFJlEz7dv1CY2JrZzPlsjACEyWfGor29ACIUQIYR5XmCDEILQSCoKEQpCI6QgFIZAS8UpIwgzxuzHF0JIrZRSFDMGaWwS23GkMiEmiPEAYcxFkpY8PywXK0po67grmXg+CgHhQnGhmOCIwEyum3KSd3OE0SiJuTDDI9swkZEpCk4Vw0ryYjGBEG/u6GIq8gAOMcsUfIRpAEKKSRxphsI00RDCgufaiJftOF7BTeOEEQpDoBjHIYik6ilXKESCcYQpEVLpKAQIQ5LGRUlEWAjKcQn5kCBaq/VGUWKihEqV8/PaEKUxAIHWkfXIMVJGFwsFL46NVBRhXykhBIuihDERx7HWOkmSNE0nq+Psm8jWqfOnOThDboOH1hG3xaBsNTOjU60Sa8Ur5V6tkvXrn9+b+yP2bpWxo4/1cpigiECEuYlKSpWq1SE/wIRKLkVSNBAHAPmVWplL4fmwp7efipArzGgZAENZoEyglCiXy0qpOE4JSgOfxjEyUQh8EusaIQSTME1jxogV1EyTCoIsDDDBolyuGmOMMZTiUjnGGFLOpDJ2KLcZT5gSW51TR8bE2g89iAFAodRCKF4uV/N5V+soTUtBAFzXNyYWQllJaq0j3w+jKEmSYrFYFkKlxarrAUKlNikmggujlAkCYIdIDJHkov35jUkUl4pJIZ9ljHV3d3PObdUpxlipVPJ9v7e31xZHwhhLKe3W4TAMlRJWxL6rq8MYFUXaWhEIcalUQZD11AYY1ZEpeS7UKgUhpZhxEsaSFnmiEccgm8t3ur4kvIa0AgyFgJAQxxxGLKAQMa49xrsLPnVxxCKP0QJGEZEREiqNoeLIC1DWjYyCGOkkTYtl6OURDKksmWIV57MJJ1CkLtE4cJGfVzpJKr2CycB3jdJWocXzCn19PZTiQiEn5P5WHO7/OJAhpxBQ4EWCJIZjCjpyXS6nJI6SYgpCXytBMIQgSGLDGIMQ2msYAgQgpkwgTDFhcZrYGWcUaQCCXC7DGLFZSPa2seVwAEBJUhTCZidh204u9h1wKgTDGErJS6WS67rWtrmum6apddwZY5xze89IETGq0qQSBlgIBQAIQ18bDpGPSWiMshp/cRzbTmexam4QwiiKjDE2oE0IKSYpCCBFMtJpHAlGAQh5mvQU3E5C/TipFFwAcSANLVWKhHLX9bVKONN2dcNmbxgTF4vlTCZn1xSSJLE3mxCCIUwAlJTFSivGGcKcMiWkYFxLZYuk2bAEIhhCSBCtFaswRHZMcL0gKVcwF3alXCqTL3jFpGRU5GYKPdVejESaVAmVhHKpTAgBVaw20IMFQRwzwaVWfoAKbpjPBZEpZjNdo8MD2UxXGPrGxCZKEJNMRVSaUq1vb+4q45nuzlop8dxskiSYEhvEllJWq9Vsd0YJaT3ynnKFYwL9QDFOIQJBKLUCBENEGJdaGiV0JOJSVBZYGh5RzDwv8P2QcemGgUq053eXyhrCEEIMQhoGrJj2ugWQJEVjlPXIbaFCIZTvhxDCXC5n95tZhQBb1mVKTUOdQ4mDDq1buWlbBMXG9xBCVno6DLAxsS19Vq32WBeEEGZ3n1sPEoBAa4kpipKYcc1F1NVdUDolVCkdMcH90JOaKcMLXp4wWq31Z3JZRAMmMCExhFJIzIQPQGArPuVyhUjXkriCUIFSl2IhaEwp1VoyRgqFQrFYtHqoShnBjdaR1pGVLt9bloNiTIlUxsp7RXEKIEYES61MHHmBH8LA1krhkiECmbCiS8Ia4yhKbIE1QpgQCgBkdzzvdT6k5lyGABHKKVNBCJVOKNsbWre+nZYKBGEaJxgiKZgUzAZyCSGEELvrz3VdW0HOfiIIoc1pD8OwWCxyTqNIU4o5p5xTQtA+l0jZ2h6MKoJF4KNyqSfwkZZxpGNKQi1wRKRhyhjCBI6iHoDiTBjwSEdxCQFMkS9ZKOxmXxMzpYuqaJjKI8jTRISkN6m4MMz6bk+5kjCJYKiMZlx6XpAaraXCwkAiKfAiQQMsTbGHoTASVOmkO+cjhIppzBjjnPu+m6ZxNtttjFJKcIEP4JEjvneNnFCbuM5t0XGhGI0Vlwwi6CnDsSC6Us5BgAgOfLeYxoJTEPqRUXZKatdxpTKYMBtgx4RhSnK5XKmUhqEvJU/TmFJs1zIghIwxCLGdnxUKXhQl1pBTBjmnts3WTltDzjklhNhKvr7vl8tlz/MoxaVSard927i6rRYoRYQQsatXe7MBFLWlUW3tHBtFsCF0Smk+n0/T1BjjeR5CyAovEkIwREpohhUIMEZBZIRWaRgQqUgUC0wEoVIoSgW097PWkVKGYBFFSSaTi6JE6wgABACK49S+ne/7tkgXIUQwHpvICIkAZAgbpZWQIAhtJVMpZblctoK1OjKcc4Jo4IVaGiEU51IqE4SQSmWD6hARu4kDBLBSqoIA2oRZExUhIiEESTElDHvQZ4IqIwGCUisulFRxT20gn3ftxkIEw0ql4nmeVGZv9J4p1wuKpQrGGEJYTGObJMEYE0ra/mXzBDllkgstFcXELpYrxgnCiTaCccKoUJJxqXUkhEIAE0QJoiSktjyrvVAhQEkx9UMvTmS+0CUEi+NUcMOoDnwcmSLnEiFAGdSG28mZ7/txnFJKjTF2GcUultlAyxQahjqHFgc05Fu2bNm2bdvIyMiuXbswxmvXrmWM8T+B3O/5z0G+8DEJtdWa93s1yjnlTHMu7XD5gpd5we/lH23An9+2vwQHe31e3rd+8dWmglPBuGB88gozrpmwCV+Scy44Ffu+C8YlE1wwKRi359j/3f94f+yPNs5hX2f/Y84l+xOXgu57PtDjd6+/t7VsssGUc2obZpPX/vLQ/Z5fMr93QegL+8JLeDW57xUOdPxH3v1PYL9f8SdHhQPwR7+XF48Jf/D8P9bZmeAH2PXwZ7X4z/l0gh3o3X9vBPu9j/O/+U7r1Pl9bAbVyMiINeTLly8fHx+fmJhwJiYmtm3btmXLlqGhobGxsTAMly1bZnMp69SpU+eQAB+AqW5XnTovJ1LKJEm2bNkyMTHR3t6+YsWK3xnyHTt2DA4ODg8PT0xMEEJWrVplA+l16tSpU6dOnVcJttCONeSbN29euXLl+Pj4+Pi4s2fPnrGxscHBwZGRkYmJCQjh/fffL6UEderUqXOIAA/AVLerTp2XE865McYa646OjlWrVo2Pj+/Zs8exjvnIyMjIyMiePXvy+fzatWv3T5etU6dOnVc5B8oMmup21anzcqKUiuPYhs83b95sk93Gx8edsbExm++2devW3bt3M8Y2b96cpml/nTp16hwiDByAqW5XnTovJ5VKpVKp2Kz19vZ2W/1sYmLCGRsbGxsbGx4e3rZtm3XN+/r6tm3btrVOnTp1DhG2HICpbledOi8no6Ojw8PDO3bssFnrK1as2GvIJyYmdu/ePTAwMDo6aqPt4+Pj9rw6derUOSTYcwCmul116rycTExM7Ny508bRn3/++RdsP9u6devw8PCWLVt27949NDREKbVFGuq8jEgptdZKKa21FYzEGJdKpR07dkxMTARBoLW26hBxHHPOp7q9deocSlBKrWCOTQWy8UWEkN16axWmlVJSSqWUPa5T55DDJq4bY7Zv397e3r5kyZKJiYmxsTFnfHx8586d27dv37Zt27Zt21zXXbZs2f11Xm7WrFnzwAMPrF69es2aNQ8++ODq1asffPDBZ555Znh4eGho6IEHHlizZs3atWtXrFixatWqpUuXTnV769Q5lFi7du3q1auXLVv261//ur+/f8+ePaOjo2vXrl21apXteg888MD999+/Zs2a+++/3x7XqXPIsXbt2ieeeCKXy23ZsqWzs/N3ym47d+7cuXPn5ByWUvrf//3fuVzuQNs56rw0bA3pIAhsDSsIoZRyaGjIrnA8+OCDDz/8sFXftBUUprq9deocSlBKbbeqVCq2T+3atWv16tVBEAAAbLeaPHn/4zp1DiFsRe9qtToxMdHV1bVs2bK9Hrm96fv6+vr6+myM96GHHorjWNR5WbGBEavOw/cVvrTzp/Hx8RUrVjzwwAOc8yiKCCHGmKlub506hxK2tlAcxz09PTt37ty2bdvQ0NCKFSsopTa6bmOSlv2P69Q5hCgWiz09PUNDQ+Pj4xs2bPjFL37xu6z1iYmJwcFB6x12d3f/9Kc/DcNwSjfL/XXCGLNL49bhppT29PTs2bNnYmLigQceePDBB+1wUygUCCFT3dg6dQ4lhBDW7U7T1I5pExMT999//2QFd8653VZuj6e6vXXqvBRc11VKWa978+bNdo18fHzcsQnqg4ODW7dunZiYCMNwzZo1xpiXvWbL/3EIIYwxSinn3FabVkr19/ePjo5OTEwsX7585cqVNjcHAFC//nXqHBSTVV/L5fKuXbvsZpyf/exntt9xzsW+CmP7H9epc8hRrVbtOvhkaH379u17Q+tWPGF8fLxQKKxZs4bVFZFebqwjbocVpZR9HhgYsB65zYCbNOR1j6FOnYMCY2xnwH19fdu3b7fDmp0c2063/5hWH9/qHKIwxorFYl9f365duzZs2GAN+cTEhLN79+6xsbGRkRHrGkIIH3roIZtv9ZeBvOjxfwIhhJTSfhNSSlvHZmBgYPv27bt27Vq1atXDDz/MGNNaY4wP5vr/ievJ6d7Hi1v04tP+F4gXv2adOq8YxhiEkJSyWq3aoWxiYmLp0qXWTbclICdP5py/6G4X+x6vDPaNbIe177v/MfsLD4ziRc9/8vxX+PrU+cMIISqVil0Ht1rrNvjk2OT1wcHBbdu27dmzB2O8dOlSIQQAQEqZJInneUmS2PUnKaWWhhFeLddAAAmiFLNqter7fhRFQgg/9CgnXLIQBpgiwqgQQuvI5nb5vhsnSkjiB3kucAhcP8iXy0VKaSaTKZUqCJEkSXzf55wXi0UIIQDA5ohZE6iUAgBQSrXWttZqFEUYYyEEIQRCKKVkjP0lJyIvEZvgZm25HVYopUNDQ2O7du/ZPbb2/gdWr1wluWCEUkw4ZZE2gedzypSQMASRNhiiSBtOhRI6CAIppVICk5AJzCXRkQihxziKY8M57+rq6qn2whBozjhGRnAEICFE6wgiYqIEYQ4RwZhyziUXgmBBMKOYUiqkTtISRARhGsWpUoYQhhCJ45RiJphEAMcmIYhKrqTUQihKJOdSqwRjCiHWOqp3+zqvMNZU9/T07N6926pkLF26NIQAICi10lpjDClBglMEQ46RVkIw7vt+tdqDiQhCrHTCubS2XwgxmSVn+6xSKgxDz/PsnwAAQgjGBKU8jlMAkO+HxWLZmDgMIcZ7i8FTyglhjAnOJWMsiiLOOWc6jlNMAtfLxlEZI6E0JTREkBEsCUEIB5RSraMkSXK5nB2BKaV2PGSM2XxYOzDattkMvjAM2b54QxiGlUqFcwkh9v2wVKoYE/t+yKjSOgoDXCyWMRFCai4U41IZTTnDGErJ7UyCU8ap4FRxqjjRnKp6p55ybPWz8fHxjRs3/m772YEMOWNMKRUEweRdW6vVfN9PotQr+F0d3UmUYkgY4QAArTUAIAzDpBgrI/3QE4pHiZFa2d0fxsSMMa0lJqHn5yrVhDIgJI4ThTH0PK9arXIulTK289jUFdtVjDGTVtDesvYOVkoZYyilSimbs6q1hhBORtJeVexvyNm+dJs/YshhCMrFEsWEESoYRwAmURz6gZbGK/h9fQP5fF5rGcUy72YIB0wiJlGcKM8r2AtlVGSUJiDUDEdSEAwFk0lSfH5jh5CRiYpCRlpHGGMCoKSEAp9jJISAiHh+GMUpgBgTJqUOQyiE8rzAqIhiRhDFkBSTUuCFGHGMOMFCcBOZotEppTwMYd2Q13mFmTTku3btsoZ8ybKlAMEQI6GkUBIjwCiOJBMEpkYHhbxRWkrpFkIuTLV3qDvvCaGs1QyCIIoiO6RY24kxNsZUKpU4jq2lFEJIqZUy1mZHUUII87zAmLhYLFPKtY7CEBaLZUKYMTGlFGPo+34YECGU0lQbFukaBAKiglBhZEpapVpLE3HOJQBIKeP7vl0g0FonSaK1dl3XelZJkgAAkiSxfw2CIE3TOI4BAPY3CKHu7mwcp2laymRyCDKtksBHUkRJXC7kAy6MVDGhEmEqteJSYAw5pzZC8DtDTrR91Dv1lHPQhpwx5vt+kiTGGDvRC8Mwn3eNiY2Ja7XeMIRKGXvTWEMVRdp184VCLoo0QiAIgsHB4VyuwLn0fd8YxQVGOMjluxAO9lkda7mVWwil3KtuFoahECKOY4SQ7/ta656eHtu7rP9tN8iFYYgxVkq5rss5T5LE5tvvH0Z7lXCwhtwruIJxN18opUUtVbY7wwjVUhWL5Ww2L4SyXr3rZdOi4QJTBl0vmySR5xUIIcbEgY8IorVSkQI/391Vq5YpZlLqnt7BEBAho67uPCFMKZVoozkLC9lSHBljhNR+AHr7BiAimLA4TglhQihCGKdCS4MhUUIbFSGAtUoEN1JEjCoEGWda6wgh8ocM+f+hlZQ6rzx/0JAjggHBXAomOIKh4DjRQhCYGqkYNUpHURQGGEDKZCxMYkwcBAFjzA56ts8WCgUAAGMsjmMIYUdHh1VgLBQKvh9iTIVQShl7UCyWIcQQYs6l1lF3dxYAZI16oVCwMX0lE84lwj4XCASSYF2uGEwLvocoUYQg18sAgNK0FATAOt9SSt/37TZi63/bY0qpMaZQKDDG0jTt7s4qZSqVmtaRlFpKHUVJFCWUcsZEkhTTtGQnHJxLRpWQkVQxwjwEiEshlMQYUopfaMj3OeV1j/xVwMEZcmtQhRAQwnK5TAjJ5/PVatWYOAih74fWSwMA2TspjmPf97PZbs5ppVJSSmAEoijy/dD6aggRxhiEYZrGUSwpxVLyarXsuq7nBdVqT+AjwQ1Ce11tK+8QRVEURTYw4HlemqaMMdd1beDIxqgnRVSsL25XoKf2Wr+YgzXk/b199ti645E2aZwEXhhHpTSpaJV4XpAkSbVaDkOfUJAkURB4SgnOue2lICQYEhwGHIWJVoxiilkYQoiYkBEmgnFdq/X6vg88v6dckgQSEBJCCOUQEcpEEMIQ7M0WskOVEppipqWRXEmulNCCG4KFFJHgxvdgGGClzAFC63VDXucvyB805BCjfYacYgSkIEZQ6Bf8fCaSTHIhpVQyVjrxQuIBDCHWWnPObZCPMYYxjqIoTVObvKKUsmOOXf5LkqLWEca0WCwnSdHzAgAQIczadYxppVJTyoQhDENYLpeVEpxTRjWlPASFKBYYmjTp8fxuE+MkrtjQepIqrSPPC6TU1p+xyfbWb7Fri1prSqmUEu7Tw7HrmL4fhgGGEAOAhFCVSq2zs9sGBgBAGzZstKoWURQpZUJAGTeEKogYF4pLQcjvEm72ZdiIycdUf8l1DtKQ2y1SUspMJmPv7CRJfvvb3372hhsXLjq2obHpnz565f+sfz4tlm30CSGktU6TKE0i3yswioHn3nrLV597dkNPbSCbcRkTcZxal1pKbg2b7/tKmShKMt2FNKlqlXAuc7kcpTSKIt/3IYR2ajwpm5wkSRzHdupgWxiGYW9vrzEmn89bFWWbIv6q4mANeaarmyAMgvDC8y+Y5jivOfGkXCYrmGRULTpmseNMP+2004vFcnt7e1tb27XXXj0Z/UuSYhhCBFkxrfkuwGEwo6nhmo9dWchn+3sHECLZnBcnZaliz4eEsDAMcQgUoxT4pThK0xRhqnTkByAtlqM4DUMYxylCRAhlVNS5uaun2uu7AQJYCY0R9z0IAdUq0SqhRFoFjrohr/MKc6DQOiBYKMkEJRhKQTgGmY72o46Y39bUMM1xHMc5/LCFn/7Mjes3dhKhGRM2HKiUsuOPXdXO5/NCCEqpzcuhlFq9h3ze7e3tF0LlcgXGBCEMABTHaRhCa87tPBghQikHAMSxQQgU8qHWEcJ+FAvfZYFPGQ+FChnVGAmMoZBYKSOEghDbwABjbDJ1ycYs7ViXyWRs1QZK6eOPPzFn9mH3/mJZtdJfLvVgxKWIKpVaGMI4jjOZTJqmtVpNa80YeeSRh1taWjZtziCkhEgZN1wYxiUhRIi9yXfcPugfyZmt80pzcIYcIWSXou00EADg+/6FF1/kTGtonTXbPp/62tc985vnSqWSvZPa29vdQi5NIuC5Xi77nz/6YaPjZLryvoeyGW/LyHbfg4WCVypVXNdljGGMKeVKmWJa5Ux7LvQ9qHWEEIrjuFgs2qB9sVicFGbK5/N2pcrzPM/z7EqVtfGu67quazvbX0FoXXLRW+tJonjR0cc0NU6f3tAIgpAgunlT99w5R8yZffixi05Ik4oQ6uqrr/3JT36yadOmvr6+TCYHIa5V+wkWnguTqJTp2PyVL3xu5dIlge+CAOZyhW3bd7segIhRpoRQUspIqkiKSFBBMEIoCKGJEsqEteicS0JYHKdBAEIfbBne6ua9SqkamyTwwlKxFpkiCAkENInLRqcY0wPkuNYNeZ2/IH/QkIcQTBpySpAUhAC/ff1zjY7TOn1aW0ur4zhN09scZ/oVH/pHpqJisWxHP9tbrddrVTiiKLIrfUoprbVdT5RSd3VljImt8bax6yAASpkgAHGcuq5fLld9PzQmJoQIwSAM3QLYsmUUQBdAV8tKMe3lAmBaQJBTohgjmASEMCm1MbEN4xNCOjo6rPEOw9Bm6ReLRevG2KXPTCbnOE2/evzXELBsxqNEKRkX8oHWEQDAzkja25+PIp0WzX/99wONjY3PPbcpDKVSFSFSLiLKBCFMSvkCQ76fLa8z5RycIZ9cgCmVSoSQIAhuvPFGZ5rz6c9/3sc4H4bXf/azzrSG2//9W1IrpdS6deu+evMtX/3ylx5cs7oSx5v+538uvfjiuW0zb/j0F/7roUdLxZ5N7V03fu6Lt9xy6zPPPGvTQ8IQEixu+OwXvvLlr6VJ9Qufv2X5sjUQ4t7e3k2bNt12223f+MY3Hn30Uc/zMMb5fP7uu+9+6KGHbrvttrvuuuu+++771Kc+ZWNfAIA77rjj+9//vrXrk7nrryoO1pAzQiUXkovFxx0/e+asw+bNv+fu7xST0g++/5PjF5/sOE3nnH0BRjzTlf3qzbfe+/P7eqq9X/7iV+6+67udHdmbvnDzbbd/y3Wx70FJyZdu/OwP7vlOmkTf+rc7v/zlm7M578bPf+nf/v3bELGNGzfdfvvtd3/rTuC5Q73VVcuW3nDDDc/85jkAcTZX+MxnP7dy1RoI8U9/+vPbbrujUPC+9tWv33P3dzNd2c3tHR//2NUPPvDQ5k3dpWJNyTif86WItEoOnLVeN+R1/oIcKLQOKeFSEIYJhloxhsL29c8dedjcu/7tdopJFEUgJEcsOHr+EUf7kCBEstnsHXfcceONNz777LMAgM7OznK5jBD6wQ9+cOutt65atWrz5s1CCJuR092d/eQnP/2d73x30mD/+Mc/ueuuu9evf/7227959933uK6/aVPHLbfces8936tUKr7vrlv3yLfv+t7TTz9zz3fv/NGPv7txQzbT7X/6M9f97Bff7+rMx1E5inRH5/P/8R//ef31n/zVr57cuHEj57xQKNx5552bNm36+c9/fvPNNz/44IObNm0qFotRFP3yl7+87bbbvve97z399DOzZs5/cO2jIORbt+x89jcbbv3qbV+86eaOji6lFISwp6f6xBOP33zzl3/4o+8+uu6/GxoanntuUxhqIUqURowbxm1EjTNGGEecTT72WvSp/pLrHKQht6Fau+EBY8w5X7BgwbHHHxdSmoOAGYOEeHjdY24IIEZLly+bO3vOrbd89RPXXdvcMO0Hd9/9/LPPzp7eNN1xpjlNy5bev/H5zhMWn+I40x1n+mGHHfGjH/0HxrRQ8I5ccExry6y5c444+TWvmzN7wTVXXx9FyerVq8866yzHcVpbW+fNm/eRj3zEpl82NTW94x3vcBznwgsvXLly5fTp05944gmlVC6XW7x48bvf/W4b8rLRp6m+2r/PwRpyThlBmFN24uIT2lpar77q42+6+BLX9f/u/R/8wAf+qbll1hvPOh8BGnhwRuvMT17/qVwmf+7Z501zph937InNTTMdp+ktb7lMydjN5ubPavvEddd6bv7C8y9qaWlznOkzZ81rap7x9nf8zdFHL3Ic58jDDr/lS1/0sl0PP7i2paXl0XWPUyae37ipqbn105+5AWP6sY99/LDDjmhtnTF/7mENTuP733f5SSe8Zs6sudMNh5dDAAAgAElEQVSchpu+8JVsxi2XekBIlIyliDwvqBvyOq88B0p2Q4wywRGBGIHICElRx8b1TdOcO77+1WKSBkHw9FPPzpg595TTzgwQzWbzp59+uuM4TU1Nzc3Nd955544dO/L5/Jlnntna2uo4juM4b3/7223Wznvf+17HaWhtnTFtWuPixSd2dnZHUXLhhRcfeeRR8+YdNmPGrMbGpo9+9MrZs+c6TkNTU8s3vvENxsgtt3yluWnmaaed7kxzWlobLrnonaeecubsOc1Og/P3l38YhDQIvPe8912O09DY2NTU1PL1r389TdPOzs7m5ubzzz/fcZyGhoZ58+bdd999mUzm2WefXbhwYUtLi+M4b3zj2Q3T2h5a+zhn8W+f23TM0Ysdp2lG25x58w5buXJ1sVi8775fzJ49s21G04yZza87/eSWlqbnn88CYBgrQSgp01woSvneZLcXGHJUN+SvEg7OkBtjstmsMaZcLnd1dVFKDz/88FNPey3V2mcUcu5CSKWSURwl8ZJlS5ctWcoIzXd3zW5r/fv3vCcW4ms3fbFlWmP7hk4Q8n/8yMccpymf8z0XvOlNb3nDG85CiHz+8zfNn7fgp/95r+fCH/3wpy3Nc6695hMIkTe84Q3z5s176qmnlFLXX3/9nDlzli5dCiFcsGBBQ0ODEMJ13VwuN2/evH/+539GCK1Zs2b+/PlPPfWUXS+P4715p68qDnYfOYbI7iB/zYknzZsz99FfPtI8vQkA1Di9bfUDv5zW0PKak1+nZdyxqfuw2fM/ce31JMTnnHl247Tm/3roEYLlRRe/9bAFx254fnO2s2vujJZrr/oYwfAdb3tnY2PTuseeZFwffsRRzrSmdese9zzvqCMWXHTeuZrhn/74R01NTcuWrzRR8tv/2eA4DV+46Uv9/YPve9/7Hafh4Ycf8d3g1JNf29TY/NQTTxdy7uHzjzhh8clKxkanUkQgJFJEUmoAUN2Q13mFefE+8iXLlhJGuVZMcIBCzkhkBAH+pg2/bW5wZrU2zWhta2pqcpzps+ccdsvX7vAAvvrqa2fOnLlu3Tqt9WWXXeY4ThzH3/rWt1pbW5csWZIkyWc+85l/+Zd/CYLgRz/6keM4t976dSHUM88829jY9La3vaNQ8C677G9nzZqzdu1DQQBOPfU0x2lob9/sur7jNJx88skYw9tv/4bjNN1557eFxO9811sdp23Z0vuTVBxx5MxZM+cLHv3wh9+fMbNp2bIVSVK8+upr58yZs379et/3GxoazjrrLADA+vXrHce5+OKLjTEf+chHmpubn3jiiXw+f8011zlOywNrHmU0etulfztv7oIN6zeDkJx66mkXXHAR5/yMM06fP3/ub//nGULBBz74d47jPPNMexAopWqMxVxEXCjGxN595HVD/qrk4Ay5zcksFAoIob6+vs7OTsdxzr/wgnwY6mIRcg4Yy/tB1vUIo4SQb37zm2ec/voTjl20aOGR77vsMonxXXfccfjsub9+8jlG9dFHHT93zuGXvvWdl1zy5gULFjpOQy5XuPzyK9paZxMsGNVhQA6bf/TfX/5hAJDjOG9961uLxWJXV1dHR8e8efO++MUvKqWampo+8IEP2MX7JEk++MEPnnXWWXEcX3755YsXL7ap7HZ/yKtQq/wlhNYF45KLM19/Rmtzy+b2TfPnznv66WcWHnXcxs2ZOXOPeONZ5ykRgQC2TW/9+EevooC87uTTZrTOLuSDSrnvun/5VFPr3E2buxOtpjvOVR/9J4LhiYtPam2dkaQVxvVprzvz9WecRSkPw/D8s88547TXupnOpb/4ueM4Tzz5tOeHnV2ZmbPmXH3NdR0dXf/6r5+YO3d+e/tmRvgbznjjnFlz89kCI/zIIxYef9xJhXzQ1ZmDgBIsCBb1rPU6U8KBkt0wZ4RRa8jjSDIUdrZvmN3W3Og4NtntpBNPffiXj2ULIdfxW9/6tjlz5rznPe8588wzFy1aNGvWLM/zbrjhhsbGxmKxaPNzK5WK53mXXHLJ/Pnzs9m85wVKmde97vWLF59ICLvssr+dO3e+74dRlJx99rnz5x8ehtCYeMaMWQsXLqxWy5/97KfbWudkMjmE/b97/98uOPz4Des7MfHOu+D10xvbCJZXXXWlM81517v+5sQTX3PaaafPmzdv+fLlnZ2dxxxzzLXXXmurss6aNevNb34zQuj0008/44wzpJQIoa6uzJzZh//XQ4/5HnGcpoVHHnvRhW++8II3HXPMsUceeeT69etPO+3USy99i++7JhIPPrSmtbX1t7/dDGGkVIWxmHFDmcDYroTXQ+uvUg7akNt9X4QQm8526aWXOtOcXz72OBGSKf3Yk08dd/wJN33xy0mSLF68eObMmc8999zzG/5n9qwZb3/Lm/187t9vv63RcTZu2BxH5eOOPWnhkYse+eXjHR1dzz772+eeew4h9OEPf3j69Obu7uxA/0g24zpO0/X/+ukgAHPnzr3gggtskLy9vd1xnLvuusv3/SOOOOLjH/+4MUZrvXHjxqeffrqxsfHxxx9fuHDhnXfe2dPTEwRBtVq1bZ7qq/37HKwhB0EoGGeEvvaUU1ubW2qV6vSGxtbWGUcctWhzV/6ww486/4JLvEJIMZs/a97nPvlpRdgpJ57U0tSKMWVU3fHNOx2nqbMrl+vqnNnceM3HrjRaXnLRm2bNmgMRK7jhOedeOGfu4VpHQoizz3zDqSed2Fcp/uI/f9LW1vaT//wZZeI3z/62uaXti1/6ShQl73vf+w8/fEF3dxYBfM5Z585sm+XmPRDARUcfe/rr3pAmFcFNHJXiqAQBZUxAiOuGvM4rzIGS3TBnlDNEIGfEaE5h0LXp+dbp0+76t9slF/fdd5/jTL/o4rcALIjQl19+RXNz87p16zZu3PjEE0/86le/ymazV1xxxfz587PZbD6fn9wMduWVV7a1tW3a1NHXNyCEOvLIo0488TVCqDe96S1nnPEGIRTG9LzzLli8+ES7i+zooxfNnz8fgOAb3/ja9Ma2XK5AaHjlxz4yvWG275Gu7ucvuOjMw+Yv7OzIXXXVlUcsmPvYY7/asGHjM888+9hjj1kRmJaWlq997WsYY0LI/PnzTzvtNGPMRRdddPzxx7uuq7V+8smnHafpvx561PfQUQuPO/WU1z/5xDOb2rseeWTdww8/TCk96aSTLrjgPCFYuZIsW35vY2Pjhg1dACghSoQYxg2h/HeGvJ7s9qrkoA25LUIQRVEulyuVSuvWrZs1a9bceYe1zJx14kknt7TOaJzevO6xX3V2djY2Np5zzjla618//eQ0x7nqY/9MMPzZf/x49sxZv3z4sVq1/1OfvKG1dcYPf/hjhNBVV121bt0jSZJ8+9vfbmlp+ehHrzQmPvecC+fPO/Jfrvuk6/of+tCHHMdZvny553kXXnjhzJkzn3rqKa11Y2Pjhz/8YaVUsVjs7e1FCC1YsOBtb3tbS0tLV1cX59z3fZvf/ldgyAXjgnHf9c49+5z5c+cRhN98yZva2ma+/wMfVknppFNfd86554c+8HL51obp//rxj5ej5LSTTm5pnB7pGGH6lVu/4UxryhR8StCCebOv/MePEAzPOevcadMaEebapBdc+KbXnnaGlNr3/bdcfMlpJ7+Go/CBVSubm5vPOff8tFh+93ve19I64/pPfMp1/X/6p39ubm4tFDyC6Llnnze9ocl3g8ALj1t0/Iy2OXZ1nBJp95QnSdH3w7ohr/MKc6BkNyqFTXbjjAiOoV/obN+w8PB5/3bb1zhlxphbbv6640y/8+7vY65uvfXrDQ0NK1eu7Ozs/OxnP/voo49ijNevX9/S0vK5z32OEHL99dfPnDnT1h2eNm3aW95yaT7v/uAHP3Kchn/4h3+MouTd737vwoVHFwoeAOiss85ZtOg4uwPtmGOOPfbYYxkjN9/85ZbmWdlsvuB2f/zqj7Y0zdvUnu3tKy467rDmppmlYs+SJfc605zrr/8k5/Kmm7507733CiE2btzoOM4dd9xRqVRc150+ffq73vWuIAi+8IUvHH744ffccw9C6KyzzpnmNC1ftrqvd/id7/jb2bPmL1+2Op93b7jhxvb2dgDAO9/5ztbW1u9///uEoMbGaa2trc9v7AwCRohBWDCuGZdWK7O+/exVy8EZcis1YBWFrIy5Umrp0qWO0zBv/uGO0zB//uHf/vZ3CGEQwptuuslxnObm5kWLjj755JPOOOP0IPAy3Z2O4zQ3t37j69/EiC9YsHD+/PmO4zQ3T//OPXdyToVgb3/7pc3NzS0tbddcc93RRx13zdX/Ojy8JZPJ2DPb2tpmzJjxyCOPpGkaBMExxxzzvve9z/d9AEChUFBK/fjHP549e7b9pd3IbqerfwXJbgTh/t6+zs0dp7zm5BMXn4AA/N4933Wchh//7F7E1YmnnPaak0+NtPFy2UULFnz0g1dQz3/9KafMmdGWxolU5h+v/FjLrLmbuzNpEk13nA/9/eVSsHPPPq+tbSbCvKMze8KJp5z2ujM9L4AQXnTe+Recc3aqRegWTjjhhOlNLTNnzbniAx9ypjV+4aYvSak/8IEPzZ491/OCwAvPOevcubPnEUS9gn/MUYsuvugtYYAx4p4LKJGMqmKxXFd2q/PKcyBDTgQXSlJOGMWcIRS4ua7NjY7z4+/f4+YLXV1dgpvjjj/JcZrWPfH05s2d733ve5uamtra2lpbW2+++Warr37HHXc4jmNzyi677DLrMNxxxx1NTS1z5sxrbGy64ooPMiY6O7vf/e73Hnvs8UKoJCmed94FRx+9iHOZzeZnz547b94833e/+tWbD5u/8Mknn44T+cEPvd9x2iAQmWz7mW88uaV5FiUqCLxPfPLa5ubW1tYZTU0t1113HYQwk8kcf/zxX/rSl8IwDIKgra3t1FNPHRwchBC+8Y1vbGhocBzn//2//zdr1pxf/erJYlotFLwjjzzq2GOPd5wGx2mw+cW5XOHooxcddtgRs2fP/vznPz9nzrzOrjyADBOJMGdcMsEJIUrt20deF4R59fFStNYxxhjjJEmCILAyLBDi7u7s6Oj2jo6uMISDg8MQwlwuZxXX8/ms77taS62lEKxcLhcK3sDAEADI87wg8PoHahD5BTdTqabZXGdXV4cQjHPe1ZVpmt52771LfN8nhLiu29vbK6W0Gi+e59lwllU/ZowZY2q12re+9S3HcR555BEpZblc5pxbneG/AkEYwThBuFapCsbz2RwjtJQWM5lMVC67BANCTRxRgoCXVwgknLLAM5x0bNggBVNGl3p78wHEXHR3ddSKcaxkprsThggh0ts3BBHzfChVzJiglMZKExDGkkVSRFGUy7vaxJiwTDbPuAxDqHVkJSdBAJXQgRfWKj0Us45Nnc/+Zn1/37DgBiMemSKjyupO1w15nVeYP2jIAxBCSihn1iOXgggCcehJihItAs+XUlIipYqpiHJeSAgLggAhZPUqpJQ2edYqV8ZxbNWxenp6GGMQQs8LMKblcpUQVqv12u3jnEshVBAAhIjVhNE6Usp4nlcsJlJyENIoSlwvwzhkJJEiZTxkwg8DgpGAMKzWUvvvGFPrU2mtM5lMHMe2jIrN512/fr0V30QIVSoVpVQYQgix6/pKGWPibDZvJZbTtGQ1X7WOKOW5XAEh4rkgCDHjmjKFCWOCE0YhDF+o7FaXaH11cXCG3Er7Wt0Dq7+vtc7n85KrSMdW1atW6fEKfqFQsMrnAIC0lFBOqj2VvJsjDAMEs9l8khSDAEgpjVHdmc1RLLlAmAS/fOTBpuZpM2faxFFnwYKF+bxr00nss9VkzWazaZpWKhW7nxIhlKbpr3/9a+u1v/71r8/n89ZGep4Xx/GrUA2GHbwhLyapV3BDP6iWK0kU+66XRLEQghkjiikgtDub6e2pSorCbHdZC+oXKolGfsFz817gM6OYMTIylXJRYGArm1XLNQCQ50MAaQiIVDEhjFIqKQsKeQYDjhEhJASoXKmlxbKQOi2WIcRBAKw+c+gDq8wam4RiBgKYJhVGFQQUhERwI7jBmMZxWjfkdV5hDrRGPmnIGcVSEM2JYrh788aecprp6q7Vaowqz4dcJUxFpVKlu7u7VCoxxqykmlVfsZtaPc8zxriu293dTQipVqtWtkVKnc+7Vtg8CABjAiFSLlcBQJ4XlMtVIZTr+kophABCQPAIQoxJAKCLoYlMBWE3AN2Vcp9bALVaxQ9yVh2dEGbLR1ltTQihnWFYHRjrwFhtzSiKuru70zS1rk6xWLTjYa3Wm8+7ACBb1gVj6rlAq6Rc6kGQESqliq0htwsQAAQv0lqvF015FXHQHrnnecVi0WqeCyFsrVJbMAOGKNJx6INIx7YWkJUgDoCPKSp4+SgxhGGhZKVSyWbzxhhjTD6f1YYzjoQkmISUwfUbnr3iissvueSSG2644Te/eW6yhmCSJL+3l933/f7+ftu1rLbRpZde+g//8A+dnZ2TMshRFFn1GHsrv6p4CaF1JaTkQkvlux4jNIlihBCkLOv7OomZ4IxiSVHRSEkgCb1YsljxyCguBdfKhZDZik8IluIo251hjAmhrF4boRIiQimXUsYmohCUk5gzwjmnTBDKC66vTdydydVqvbYQE+fSVkyBISKIammMijiX+bybJhXOJUbc+u5CqLohr/MK82JDvnTpUkwJE5xLwRijFHOGpGBSkL5qpatzcyktSimz2XxarGqT+gFyXd8uQttUX6WUUspWc7Cjiq05NlmFzNY18Lygp6ePEOa6vq1KIKV2Xd9WOA0CEASgXK5OqlMrGYchjBMpFbVqbibiUhEIKMGSMYJwYMzewhO2rLMxBkJox2SrfMUY01pbP0dK6bqunX8EQWAdMLvTFSEipUaIWCtuFZeVMh2bM1GUUKaE1IRyTInVv6uXMX2V84cN+e7duycmJkZGRkZHR8fGxiily5cv/0s2g7zo8QLoAfhLNukVwmYe7OtdSAgxMDCwY8eOXbt2rVmzZuXKlXb+9MclZinf+7Dw/TNL99sfsv9pB8hSeUGH/F9nsogXv2adOq8YNnCIEKpWq2NjYxMTExMTE0uWLLEyz/YEjDGlmDFGCHrR3f4HRYX/ctg3sgOgfd/9j9krMuX98/useMWvT50/jF1fHhkZmZiYaG9vX758+djY2NjYmGOnrkNDQ1u2bNm9e7c15NZ9nBLEAZiq9rxc2Pps1kjb+kVKqcHBwbGxsT179qxdu3b16tXWXyf7xp06der8mVgRcs55b2/vnj17rCG/9957bb/bf4psj6e6vXXqvBRsbGZoaMh65CtWrLC3ujMxMTE+Pt7f3z8yMjI2NsYYW7Fihb3dp4QDfYCpas/LBYTQfhA7rFjV276+vt27d4+Njd1///2rVq0SQhBCbMGGqW5vnTqHEtZfIYTUajUbZbQeOYSQ7QuG2d5nV7Wmur116rwUpJRRFA0PD+/Zs+f3DfmePXv6+/u3bt06Pj7OGFu2bNkUzlgPFFqfqva8XLAXhtYhhJzz/v7+Xbt2TRpyu2vOnjDV7a1T59ADY1ytVifXyJctWzZZyduOaZOGfKpbWqfOS8FuoxgZGbEe+bJly2xM15mYmBgbG+vv79++ffvExARjbOnSpZN64K888gBMVXteLuxkatItwBgrpWwUZHx8fO3atWvWrLGxwSm8+HXqHKLY/sU5t8luNrq+dOlSQoj90+QUmde7WJ1DFkqp1np4eHj/NfLdu3c74+Pju3fvHhwc3LFjx8TEBMZ4yZIlQkxZUgM6AFPVnpcLq1QDALDZN1ZgZ2RkZNeuXbt3716zZs2KFSsY27vV5K/g89ap80pi92VhjCuVyvbt222+28qVKyGEkyEuu2hF9iWs1KlzyIExllLaNfJNmzatXLnyBaH1wcHB7du37969OwiCJUuWWD3hKeFAH2Cq2vNywTlXSlnnwO5jsROrnTt37t69+/7771+9erU9QQgxueOlTp06fw420EUprVarO3bssIZ81apVnHOtdRRFkzqV1nGf6vbWqfNS0FonSTIyMvIH1sjHx8cHBwdHR0e3b9/uuu7SpUsrlUr/FNF3AKaqPS8XPT09AwMDkz8Wi8VSqTQ6Omq/hkceeeSRRx7p7e21n3R4eHjqWlqnzqHHwMDAwMBArVbbunXrnj17rCFfsmRJrVazf+3t7a3Vaj09PfZgqttbp85Loaenp6enx4q+rF+/funSpTYdxLGbyEdGRuwa+dDQ0OjoqDU5Q0NDw8PDw8PD+x/UarWJiYnBwcGenp7BwcHBwcGdO3cODAyMHIChA3Cg84cPwIHOP9jXmSr6+/v7+vrshGl0dNReBJtguGfPnm3btm3dunXLli12Q//WrVv7+/snZ1fDw8O9vb0DAwOjo6PDw8P7/354eHjr1q129+DWrVvtNzI8PGwHrF27dvX29u7YsWNkZGTLli3Dw8N9fX1bt27t6+v7I00dHBy0exF7e3vL5fLY2FilUhkaGurv7x8YGNi1a1etVhsdHe3t7d2yZUtPT4995W3btg0MDNibrL+/f+fOnVEUjY6Obtmyxbbc/vvOnTuHhoZ2795drVbtR7BNGh0d3bVrl22YvbtGR0ftZzko7BXY/04b3Mf27dvtn7Zv397b21sqleyVtzZg+/bt9s6xH3B4eHh0dLRWq9lVp76+PvtSo6Oj27Zt27JlS61W27ZtW6VS2bJly2QHqTNVbN++vVarjYyM9Pf32yjjzv/P3nWHR1V0/QUpCiidgIQQmjSlKNgQEelFBBXhVbHyggURO0pARKWIEGoS0isBAqIgRSSE3iQSWgglgZTdbLL19j7n++NkhyWwaPjgDeD+nvvkubk7d+7cuTPnzClzjqLgpOA8YBjG5XI5nU6cL3a7nWVZWZYZhnE6nVgYSYf3+MH6cSHOcZzD4SguLmYYRlVVnFZIFQ3DsNlsOLttNpvD4eB5nmEYfIrFYlEUxeFw+KJXDocDp39RURESgcLCQhyxdNA6HA5d1/E13W63KIoMw2CdhJATJ07gI5xOJ8/zxcXFOG6xkSUlJdjg4uJipDA2m425nK7+f/rfZrNpmoZCl9PpZBhG07Ti4mJRFC0WCyUUtMNxguPaC9uDUwynHpZnWVbTNLfbjT1PGQe+NcMwWNW/Cjabjed5p9MJADt27EhKSgIARVFMACDLssvlstvteAmnAfgALnVFUcR/UYtFIzD48U9ACFEURVEUwzBw/YSWckIIdbhFqKqKEgb+y/M8nmiaxvM8fiwECveEEPR1oOXxXqRr9Ol/20Jshnf94Bkb3iPEMAxam/e5ruuqqtIbNU1D53wAwAA4eE6HjSiKiqLgCKSNvMYgvD5gy2kfAgDHcbSdoihi+71b7v12uKlJFEWqR6Et9L7Fj0oBHUtIjiiBAs9YKjfs8WtqmsayLL147e9ICOE4jv6LbAbP6ZDwrqTc9IG/m3p0OBmGgee0Knw7pBVYSbkZdCWwbVgYa9M0DZskCIKiKDecaGPzEDabDev3nm6SJOEboaN1uduvvCLLsned3viXMx0ch9u3b79kI9d1XVEUlJwAAGW4kpISt9ttt9txaWm3261Wq9VqdTgcJSUlsizbbDbMJYqLL6vVWuoDvlTlvsrfKPh6bmXB5XJ5K/ew61iWxalVWlpqsVgcDofZbC4pKUEZsbi42Gq1MgzjdDqLioqw50tLS1FZIkmSJEnFxcUXL1602+24YkUVosViyc/PR2ERV7gOh6OoqIhhGJZlzWaz2+2+Rr/hoy0WC5obc3NzGY9Gwel04i5Gi8Vit9ttNhu2B+u32WwofFgslqKiIp7ns7Oz7XY7VRjgchLXlSh222w2bAzVK5w7d85isWC1BQUFFf3utstht9tRRsFPUFxc7HK5WJa1Wq2oMMAPwfM87XmMt1BSUmK320tLS91ud2FhocvlMpvNDMMAABbgOC4vL89sNlutVqzfj0oEpVoWi4Xyv/z8fLvdXlpaiuQLqRnqJ3EMo7qlpKTkwoULpaWlOB6uiry8PBSOWZYtLCxkGIaqvgRBoPXb7faLFy+i4Jibm4snOOOwHl/jFquyWCw8z5eUlOBbWCwWFGqRwFosFqwEpwy1JhQVFRUWFuKAxAI4Hx0OBw7v4uJis9lst9utVmtBQYEkSTzPY5B2X5OoovMOZyv2JFIhJEQWi8XtdlutVlRolZSUIFHynpulpaU4j1DmLigoQLUEx3EoYRYWFuJXw9fBi/hvZY65ygDaZAsLCwFg9+7d8fHxuOwrs5GjXlEQhIMHD0ZHR69evTohISE2NjY+Pj4lJSUxMTE6OjomJiYpKSkmJiYyMjIiImLVqlVr166NiIhYvHhxTExMvB9/h9jYWOyopKSk1NTU1atXr127FufkunXroqKi1qxZExsbGxkZGRUVFRsbm5iYmJCQEBMTExcXl5ycnJSUFB0djb9GRERER0fHx8dHRERERkbi7VFRUTExMXhjWlra6tWro6Oj4+Li4uLiVq9enZiYGB8fn5ycHB0dnZyc7KuRcXFxiYmJ+LikpKTExMRly5bFxcXhqAgPD8fBkJiYGBMTs3LlSrwlOTk5NjY2OTk5OTk5LCwsMTExLi4uLS0tMTFx5cqV0dHRERERiYmJsbGxcXFxYWFh8fHxy5cvX7t2bXx8/Pz583/55ZfQ0NC0tLTY2NiVK1dGRkZGRkampaUlJCRcX1fHeRAfH5+QkIBvFB4ejp2/fPnylJSUdevWLVmyJDk5efny5bGxsTjm4+PjExMTo6KisOdxwEdFRa1duzYhISEyMjIpKWnp0qXx8fGpqamrVq3Ct77udvpxo4CjKykpaf369fn5+QAgiiJ+NZxHcXFxsbGxCQkJeJ6YmIhxkWNiYhITE1evXp2SkkLpWMIVWLVqFT5ixYoVKSkpcXFxODDosI+KioqOjl61ahX+hMR0SKUAACAASURBVPQzMTERh1NycjIOJ1/tT0hISEpKCg8Px8mF1a5cuTIiImLlypXYSJy2OCZXrFiRnJyclpYWExOTnJy8atWq6Ojo1NRUJDL4dCTgODfXrVu3YsWKlStXpqWlLV++PCwsbO3atdhanCblGlPR/seZi7M+ISEhKioqLi4Os7YjFcInRkVFUcKCN2J3YVPj4uKioqJoV2MP44vjV8MPl5KSkpKSgjSqou283ZGQkLBmzZqtW7e6XK709PS4uDjUZJgIIaIo0u1nOTk5mzdv5jgOd6dhoavqpkRR9FZu6DcIhg/cqPorC96vgOeoCEEzbVpa2vr16x0Oh7emF/XbuD8QVfHeqj/vc1QkUlWeLMto5MZPRtVTuDEBPKqtq0JRFG91FtWM4UU0QCKwPJoD8ATPaTOcTieuEb1V7nC50k9RFPormnhwHGKFvhr5tyjX8/heWDO+kc1mwwajUlSWZXwclsG+xb90FgAAwzDeb0d7HueLH5UIw2ProapyTdMSEhIwhQSOTGrWoRp1RVHwxDAMt9uNd2Ft5HKgMgZHBR0YeMXhcBBCdF2nYwO3ooDHiAYe69I16KT3xMG7qI0Mf6KkAOvH+Ujf2vCynekesozNwNrw7XC44jn2hqZp+Mq6b5rwT4DTCn13KC1CgoYvjt5UhmEwDIO3lHtNnLZYGKkfeGyC9KthbfhBETd7XN1qQFKMdHj//v2xsbH4HU3gUafzPC/L8r59+6Kjo71NPpSKodsCNeLyPK97rCB0lPvxz6EoCvabrutJSUlpaWmUNOieqUgI4Xme8mxkGIIg4CdAXw9RFHEyiKKI05J+PtSygBfR4XmenvtCOesatQXSOBsAUFRUBJeTDLwRS2I7cW7TZYHNZsNbKNVDbRsAmM1mdFYCD5UBj9/A9fTsFaAWd9pR9DpdN6BpSfey3qEPDp5TBu9N4uFyE6AflQj8QLquu1wudA1RVTUuLs6XkRU8oxTdqfCK2+02rpBYEDgUcfXmfQ4egyXP896GeQDAqO84R4x/4PCB6288x/I4rYqKigyPyRxJAW0hOvGpqlqOfWLbKK3Gv+jqjJvsXS4X/YkO5v8PdI/ghwQHlSJ0eUHX1gDAsiztZCpsoIcsrY0yFG8PBj8QiqKUlpYCQEZGxqXtZ7quq6qK3sgAcOrUKZoZDQB0zzJTFMUDBw4sW7Zs+vTpkydP/umnn3bv3o0DF8eQ5gO+VhY3qrwvkFsMOMrxHLsexQKUGFD7Tbw8UwDA5XIhydi1a9fUqVNXrFhB5T8siffipz169OjMmTNnzZp16tQpAEAP8MLCwpSUFCyA1R46dCgzM5O6KF51xYeNRCFA07QZM2ZERERomkb98tLT0+fNm5ednY2LQfBMTnRmMQxj1apVx44dAwB0+rXb7VlZWatXrwYPTaErAwAoLi4+efLk119/vXbt2ry8PPzW9B3/8VK1DN6EGNsvyzIucaZPnz516lQkr7Is40rfMIzNmzdnZWWxno0blKMfO3YsNTUVuwL3F2iadujQoYyMDCT9SK0obfWjEkHJHH5rPI+OjqayrO5ZdKJQaLPZ5s+f//333584cUKSJNxCgoMcBVndI6HigKRLVbPZvHXr1m+++WbBggU5OTlFRUVIcDZt2vTXX3+h3I/PCgsLQ78W8AjN16BjACDL8syZMyMjI72v/Pbbb3Pnzs3LywOPTyiuUVBMd7lcERERyDvNZjOWycrKwpZQqR3XxLIsa5qWlpb25Zdfbty4ETxSMtamXS6XV3TegdcS/PDhw8uWLUtMTKQyBsMwuq4rirJly5YTJ05gYwgh2EJd1/ft2/f777/TKYlsZfPmzTt27MCaWZb1/oKGR2NXmWOuMgBe2qNdu3Zd5rUOAOizZnjykRseH10Kp9MZGxs7bNiw5cuXx8XFzZo1a/DgwdOnT8el0zUkcl+qGF/l/z3QdR03YwAA2q7oPAcPOykpKZk0adKIESN++umnkJCQ1q1b494tAFBVFcucPn162LBhY8eOXbFixdKlS3v37j1ixAj0htiwYcOoUaMoewaAmJiY6Ohob+fbcqDfHVvCcdxdd931wAMPoP4QABiGefvtt3v06JGYmKiXuQcbuMIgHiF1woQJK1euZBhmwYIFu3fv1nWd47jExGSc81iM4zhZlh0OR4cOHcaPHx8ZGTlz5swmTZpkZWXJsozdcqXf79+CEAJwaXTpui7LsiAIwcHBP/744/z58wMDA+12O5V4DAMeeeSRxYsX0z4HAF1XDcPYsGHDG2+8gfviwCNznDhx4s8//5Rleffu3RMnTsSfvHcK+FEpoB7d3trXyMhI/JVyYgAQBKGgoOCee+6Jjo6eOXNmz549Y2JiwOMjTe/1rhxpqGEY+/fv7969+9SpUxctWjR37twWLVokJCRomuZyuaZMmYKLZoRhGMOHDz979iwuGWk9vtqPM6hKlSr333+/LMtUtO3Tp09QcMuNGzequqbrOt5vAAEAVddkWW77QLucnByn2/XBBx/g6jkzM3Pfvn26l90T+2T//v1BQUG4Vvj4449btGiBi1pfSojr6H+WZVeuXDl06NDY2NhRo0aNHj2a8nJVVUtLS9u1a4e97b2U53k+Ojo6NDQU+Qidhn/8kZ6bm6tpxqRJkwoLzVQ6Nwz8Iv9Iz3GHAddYdrtd1/Vt27YlJyfjxTLVOsMwqLA9ffp0XFwckj/wrOawihUrVoSFhdFR7nK5mjVrZrVaAQBXUpScaV6KXKyfaoP1K3ZN0G0/9Dvhr9RYgkOE/iWevKv4L35LzAeKJ+Xqv3WgeynM8S9yZUII+q3oV2jhBEGoXbs2St6apr399tspKSl0oKOn99tvvx0TE0NViA6HY8yYMThb0tPTX375ZbozTVGU+Pj4lStXYg1UG4nGafDQQfB8QVTd161b97PPPvv5559RSpZluUGDBl999VVSUpIsy4LAAWg8zxKiK4oEYLjd7v/+97/R0dEA8MEHH6anZ8iyCgCaCjwvGkB4USAAmqG7WaZj5045Z88Ikqhoqqwq6Rk7goJbqromypIoS8SjisdXw7WFt5Jc13UqTECZxV0H0DiO0TQFwNB1VVGUESNGJCUlYT0//vjTvHnzDQNYRgSAGdNnDRo0ZMGCUI9iSeF5FkBTVXnNmlWvvDKWECKKIiEgCJKmGTjkUFSaOHEieG38o0tmPyoLVC0EAISQ6OhozcvFASHL8kcffbRw4UIA4Hm+sLAwMDAQiQ+GEJg6dSp4Zqv3B7Vare3atcvNzUUNDQDk5eW1adMmKysLACZOnIhjHjw27Ndff33v3r2Ui3u7quAJVQCARxaqU6fO8OHDjx49ioMqOzu7b79nBw8ftmNnhqDImqHrAIIkKoZOANw8p+pa2w7tT5w66ea5kS+Mys45DQDo742PIB4nFafT2apVq5MnTwIAbkBft25d9+7d6YoZFQnYV7gxHYVm8FAkSp/x3XHlgYSCyogcxwUHBxcUFKADUIcOHUrtNk7gCYCsKv+dOGH0mJcTk5OQArgYNwEgAG6WWR4eNnvuHFXXdJ0IggQEOE4AArpOWEYcOHDwxQtFkqRIogYAQIDnxbLzfx9QgWQYxp49e3DI6bruk5GXu5njuEWLFoWHh2OYBRwcTz75pCAIsbGxc+fOrVevXvv27XmeX7NmTWBgoMlkatGiRUZGBm5Jio6ObtCgQYMGDTp27Ij2m5ycnJ49e9asWbNx48bLly8HAMMwlixZ0qRJk4YNG9apU2fr1q246Hjqqaewtk8++QQAZFkODw9v3bp1lSpVunTpsm7dOgDIzc196aWX2rdvHxAQYLfbqZLnlkKFGDk9z83NpTVMmjQpLCwMPAnrAIBl2eDgYOxSSZJQe4a7BHVd37Vr19NPP+3tFhcXF7dkyRIA+Omnn+66666aNWtWr169Vq1aCxYswJAOWDmVsJ1OZ/Pmzbdt2zZ06FCs4fTp0xMmTPjkk08SExNVVQ4J+XrJ0oUAmtNVumzZksmTJ2E74+LiDh48aDJVbdiw8dw5P23csGXk8y8BAE5dWVVkVSmymFu2CjYXW/CiqmuKppbYSi3WYgKwd/++Vm1a16lTp379+hjAqKSkpFu3boMGDTKZTMeOHTObzc8++6zJZGrQoMHs2bNlWQYwAAxZ4QE0AE2SBACDENKmTRskWC4XwzAcECAGyJKeeeTY6+PeTkle/dNPC6GMmBqKKmi6BKCtXbeqT5/eDz/crXbtezt27Ox0sIqiRURETp8+3eVymUwmJLvgMXb4GXml46qMnMoVlGsWFxfjCcoYTZs2BQCe53mez8rKGjFiBMo9VEmOQVcSEhK+/PJLpC2EEFz74vRkGGby5MmJiYmoZ8LH9erVKz8/X1XVNm3a3HXXXffdd5/JZKpRo8bJkyedTqc3NaCikclk2rJly9SpU5EZb9z02/ezfxg64rlNv2/VAVq1a3v4r0wdQAPy1fSQiOgoJ8u0atfWXGL95IvPTVVMpiqm9PT0DRs2fP755+Cx4vM8L0nSunXrJkyYoOt6cXExeEhQSUkJLkx/+OGHevXqNW7c+NFHHz148CAAZGdn/+c//wkODq5du7YkSUeOHHnkkUdq167dtGnTn3/+Gd8R96PTzhdFMTMzc+TIkehUi2UkRSYADMfuP3hg4aLQadNDIqOjCIAgibhS50VBJ8aC0IVfTP0yoFnTBvWbDOg/5PixbCDwn7Hj1v+88Yfv591z970mU7VVqWuRfPCcjCcs+2/0UKkYI1dVFU0y4Fk5RkVFrVixgniCZowdO3bYsGE2m23r1q333XcfqmHPnDnTrVs3HNz5+fn33XdfYWGh3W6vWbMm+jrFxMSMGTNGUZQePXrs3r0b96/36tVr3759iqJUq1bNYrGwLFtSUoJmoSeeeCIjIwM95P/66y9Jki5evBgQEHDhwgVRFA8fPhwQEFBYWFhYWGgymegG30rs5WugohK53RMgBZXwLpercePGAOB0OpHRGoaxfv36//znP+BRYFAnTwDgOG737t1Nmzbt3bv3Aw888NBDDwUFBbVs2RIT5iA9MpvNJ06caN26tdls9o4+QeXykpKS5s2b22y2rl27FhYW8jz/8ccf7969+8MPP4yMjAQwPv3048VLFiDjXLjwp2nTvmJZ9p133lm7dq3D4Xj//Ul79uxj3MLBA0cGDxrOsjzLCbgS14mRtm7tW++8TQAMILKq4Dpd0VRFUzmBv6t6tfN5uQBQVFRUpUqV3Nxcu91+zz33bN68WdM0hmH69eu3YcMGAHC5XC+88EJmZiaAIcsiNoblnLIsAhjFxcUBAQErVqwwmUw1a97z3HPPM26BGAAEnunTX5b0iPDo+fMX4AIIb2dYhyixW3//rWnTJmZzIcNw69atv79ZECEQGxv/3nvvSZK0Z8+e999/H0c1+CXyWwNXMnLwUit6S+e6J7DVsmXLBgwYgFwZN1i3a9eO3kIIof6M48aN27BhAzqL6bqOW06ornHChAmdOnV6+OGHu3bt2rlz527dutWpU+fMmTOos1RV1eFwfP/996NGjSKEoIINPVXBE99JFMU6deq4XK7AwEC8ZfDQIX9mHhn9n7Frf1kv69ojjz16PPuUoMg6wNczpi9atlRQ5HYdO2QeyxJV5dmBA7LPngGA+Pj49957j74pyvoffPABKiHAQ38w4KMsy7///nufPn3y8/N1XY+NjW3ZsiXuiTWZTOgBDQCdOnXKysqyWCxnz57t37//6dOnqaMu9jnaF9LT08eOHTt8+PBatWoFBQV99913KI5zAt/2gXYMx373w/dhEeHIyPGvZugEIC4hvlGTxjaH3Vpsj41JfOP1d4oKra+Pezt1ZRoQeLbvwJzT53UNFNngORknL/xbp1qFGTneZrfbcSjPnDmzVq1aJpOpSpUqdevW/fXXX9G9Ijk5+c0330SWHxsbO3r0aKza7Xa/+uqrqampc+fOffnllwHAarXa7XYMdPDggw+iTFlQUJCenj5nzhxBEAICAjp37rxz504AcLlcDofjnXfeue++++Lj4xmGQa/mlStXTpo0ib7Viy++mJaWVlpaWqdOHbQcgMdB+lbDdajWUchGpVZQUNAvv/xCfXlw8qempr722ms42Ww2W3BwcK1atapVq9a9e3cA2Lx5c79+/SwWS2FhodlsZll2wYIFixYtwspVVb1w4UJQUFBpaSn2LbXZg8es6HK5mjRpwjDMtGnT1q1bp6pq+/bt3W73119/HR8fr6rqd999u2jxTzZ7MYC2eHHop59+DAATJkxA483770/64490IJC+fdfLo1+RJAUnILLqjF0733z7LVyw48qdFwW700EAVqetGfOfsQzHYtTMsLCwjz/+WNO0GjVq4BBiWbZRo0boLaiq6t69ez/44AOe51VVBtAkmRNEBgX04uLiwMDAsLAwVGl+9NHHUZFxLie3ZHHY0iXhjFtISV4dGroYSarL5WBYBy4FloctfuONcbJc5orcrWuPixcL1q1b/+GHH2qalp6e/sYbb3hvlvMz8krHlYz8SlsejWnqcDgOHjzYqVMn/Grff/99lSpVTCZTzZo169evX6NGjbNnz6KvCQZlGj9+/JYtWzDkxokTJ5AYVq1adfv27QDw1ltvzZ49G4OZlJSUFBYWPv3007m5uaqq4qJ53bp1HTp0KOdO4e0Aa7fba9euDQAvvPDC+fPn7Xb7g10eIgBDnhu+cctmDUiPxx87knW0yFqsA0z7ZsbS8DCVGO07dzqbl6sSo1efp7NOnhBFccuWLZ988gnSB3y0w+H44YcflixZglGkwGNQw+eOGzcuNjaWNql3797Hjh3LzMxs2rQpUp6MjIynnnqK7oWZM2dOTEyM925YamVPSEho0qRJRkYGIUQQhDZt2vCiYAB5ddxre/btJQDffjfr51/WO1xOSZELzUUEoNRuc7pdCxeFzv1xHgEAAkWF1oYNAhTZePutCWlr1luL7SOee+Hwob8EXinj3wR4Tvar1v+pap26+eD+tIiIiKSkJPycLMvaPSFdN27cOH78eFRMJScnh4SEgEer8+6778bExPzwww8TJ06kC1uHw3H+/Pm6devimqBNmzYmk2n48OFooEpMTKxevXqNGjVGjBiBjz5y5EiPHj1q1arVuXPnwsLCjz76CBUDoiiKojhlypTo6Ohz584FBQURQlB5cGuGzLwORo4zRJbl5s2bb9myBamA2+3GWYQByLp164ZbAdHt1jCMzMzMIUOG6Lq+ZcuWMWPGUNrB83x4eHhqaio25sKFC7Vq1Tp27Bh+yjJVmMeAR/1QGjVqxDDMoUOHpkyZcvbs2dGjR+u6/t1336WlpTEMM2XK5Pj4WACDEH3ZsiXffvtNSUnJlClTYmJiRFF89933t27dBgB79uzr33+gYUC/Af2r16xhqmLavHXLX1lHW7QMQs5Nj117drtZJiomOmTGdOSKDMP8+uuvY8aMKSoq6tChg9ls1nX9zJkz9evXb9SoUd26dRs0aFC1atXHH39ckiQUytFaj5FVJUmqU6cObthwOFw5OWeHDBl24sSpp556mmV5u80duSJ26dLlqMhp2LD+3fdUM1UxnTl7aveeHf/97zuiyAOA3e7s8cjjp0+fWbYs7Ntvv+U4bteuXa+++irKJZhV0M/IKx1XMnJv/Rxep1rGDRs21KxZE7csU5HdarX27dsXANDjjG6yBYC4uLg33niDirMAwPP88OHD9+7dy3Hcp59+ivsywGM/7tu379GjR5ESHjx4sE6dOtgGDOlIq6UzzuVy3Xvvvbqub9++ffbs2Zs2bZryycc6MV4aO+bXTb+JqtKuY4eTOad1AElTZ/84b9bsH3SAxs2ansk9rwF5+tm+x7NPCYKQmpr61VdfSZJ07733VqtWzWQy7d27d82aNaNHjzYuj9W6Zs0aQRBGjRq1b98+5A2iKD711FPZ2dk5OTlt27ZF9cOBAwcaNmzYoEEDk8mEBoL58+fTN9W9QrHu2LHjySefBI/X1IQJE3bszMg6fuzF0S8RgCKLefKUj9at/1kz9OMnTzRrfv/dte5p2LiRzWFftWZ1fGJCfmEBEHA62Dq167GM+Pq4t9es/hkIPNrzyYJ8CxCQRM3l5CixkKQKO8PeAagYI8dkAzgiUREUHh7+448/otKJjkJFURYsWDBv3jwAcLvde/bsefzxx3EdJ4ri448/fuTIka1btz7yyCO4uTM3NzcgIMDpdAYFBaFBFxMA4MDCrVMAUFRUVLdu3aKiohMnTmCOCp7n27Zte/z48cOHD48aNQpHv9Pp7NatW3p6uiiKzZo1s1gscHnc41sKFWXkSAIKCgoCAgIOHz5M94Z611lSUvLMM8/88ssvdIqqqrp169ZevXqZzeacnJwRI0YIgoBbsAAgNTU1KSkJZ92AAQMSEhJwhwL+iot0QghuscX669Wrh6SnZ8+eL7zwwvr16wHgs88+i4uL0zTt888/Xb58qdNpBzAmTvzvZ599AgCvvPLKqlWrAOD99ycdOvSnLKubN28dOHAwAKBhDC3iBABt5G6WcbicgiSeyz1f+946giSeOXe2VZvWDMcyDCNJ0rBhw1avXu12u6tVq0adg1q0aHHhwgXc0V5UVOT57qhdNzRNEQRO11VRFAcNGnT06FHUZKxbt/6VV15LT8946KGuLVu2at3qgcDmwSZT1W+//dbpdKqqLIgMgCaIzNbff3vuuWElJcUAIAhS04BAluVXrVozZcoUAPjjjz/eeust8PKX9jPySseVjBz3UlO/E8OTTOWTTz557LHH0GpOmT3HcdnZ2QMGDMAxRjybPJE82u32Bg0aXLhwAUuidNu/f//169e7XK5vvvkmOTmZOpeIojh8+PDTp08DgNlsbtiwIcYbxl+pOITl0WETHUsxyHGXLl3Gjh27fft2TuAHDBm8cctmHaDDg52zTp5gBN5cYn3ksUeTUleWOOzdejxy/uIFSVMf6/Xk6TM5uq6HhYVNnz4dX4oSk/z8/EcffTQ3NxelHUEQiouLGzVqBAAzZsyYOXMmkg5JkgIDAwsKCk6dOtWpUyeshGXZdu3aUVc4i8WCqYNsNpt3zHZkGcHBwZjcRdf1Pn36HDx8KCwivOdjj9ZrUL9j5073Bzavc9+938/+ATVwdqfDAEIAZs+dM3nKRwSgoKAo93x+9249gcBrr765ZvXPjFvo83S/48eyJVEz9DIWLvCKdisKa/8LXL+zG64iw8PD161b5x29CA1L4eHhX3zxBd5SXFz82GOPffjhh5mZmVOmTOnRoweWadWq1bx58/bu3fvGG29MmzaNYZj58+d36NDh1KlTf/zxR4sWLfbu3cuybKtWrRYuXHj06NHQ0NAHH3wQAN59992JEydmZmZu2LDhvvvuKygoEEWxbt26c+bM2bdv39ixY0eOHInNbtOmDY0HdAc4u1FSUq9evbCwsP379x8/fvzUqVPnz5/HXEC0tuzs7K5du/73v//dt29fdnb2a6+91qpVqy1btgDAzz//PGLECG/eHxERsWLFCl3X33jjjVGjRmVlZR0+fPjQoUP5+fkMw2RnZ1PvU9yXUlxc3Lp1a/yIo0ePxkkOAFOnTo2IiACAnTt3BgQE/Pnnn6tWrWrWrNlnn32m6/rnn3++bNkyAJgyZcrEiRMLCgp27NgxbNgwVVVRf24AEWVJUuQL+Rer16wRviLir6yjv27c0KFTxzVr03RiCJLYf+CAV157NScn56uvvmrVqhUAiKLYqFEjTCQFAN98882rr7564MCB9PT0li1b7t+/H3fPZ2ZmgtfWNVEU9+3b16ZNm927d2dkZHTs2BFpMS77gMDCBUvWrVvvWesYaCMH0BKTYu+/v+msWTMPHjzcv//AObPn6zpZtizsiy++AID09PQHH3wwJycH6/Ez8lsBV7WRe2+oAQC32x0dHV2rVq2DBw9mZmaePn368OHDdE8spr/TdZ06kFJeyPP8zp0727dvv3DhwoMHD27cuLFjx45t2rRBs9S4ceNQ14WTBQB69uyZn59vNpsbNGiwdu3aXbt2nT9//uDBg+j9s3//flozrgUvXryInFXX9UceeaRbt26CIKi69vyokdt3pAuSuHT5siZNAwqKCuMTE9o+0O7rkGkEILh1q9NncjiBHzJsaFRMtNlsXrZs2cyZM8EjJWOeNPSnufvuu1NTU0+ePJmSklK1atU///wTIz20bNkyLCxs7969o0ePHj9+vKIop06dateuHVW/T5w48ZlnnsnJyYmIiAgODi4tLcXUhUgNwDPd8vPz582bN378+OPHj0dFRfXq1csAgio3RVNtDvsnn3362+ZNuJSnZnJBEheELmzZKnjp8mUHDhzq3btPaupqUZRHjnwhJSUVAF5+eeyiRUvM5uJyn5vjblGZ7aaiYoycRimiQTSTk5NRGgOv2FiGYWzatAm92XGlif4jffv2jY6OxnGgKIooiitWrHjmmWf27t2LT5Qk6fjx48OHD3/ppZcKCgrokvn777/v169faGgoAGDGujVr1gwYMOCjjz5Czwtd1yVJCgsL69+//2+//YbaAqfTOXLkSDTt3zHObpqmnTx58qWXXhoyZEifPn1efvnlJ598cs6cOfRX71VLdnZ23759BwwYcPDgQdSxq6qamZk5b948dFvFu9auXbtt2zZFUYYPHz5ixIhnnnlm0KBBAwcOnDZtmsPheO21144fP07bgP05YMAAFGt279795Zdf4qfHkMjoCrRnz57evXv/8ccfa9asSUxMlGX5hx9+yMjIQFI4ZMiQRYsWHThwYPr06bquK5pKd56ouqYZuiCJYRHhL45+aewr/zmXex5X6JIicwK/4beNffr0SUpKwnQvkiQNHjzYO/NeVlbWwIEDR4wYcebMGfAYesaOHYvvi3IPjoeCgoIRI0aMHTs2Pz+fK6mTxQAAIABJREFU7ngkhGgqbN60DemFYRgs60YDOYC2c9f20NAF69evGzFiZEbGLoFXNM3YtWtPaGgoplgNCQmZPHkyeOaIn5FXOq5k5HQ9p3kFnJ4yZcqQIUMGDBjQt2/fZ599tn///rj/iureUXlDZw01MmIEzKSkpCFDhowcORI3nmEwmbCwsI0bN9JAZoSQGTNmnDx5kuf5oUOH9u7de/Dgwf369evXr19qairHcZ06dULNJTr0oEl78ODB+KDU1NRp06YBgAHki6lfZuzaSQBKbKUZu3b2eLRn5tG/EpISU1ev0onx9vh3iixmlucuFuQPGDQwMzNz5cqVuIwGj8MsffeLFy9+9NFHzz33XEhICN1OpiiKxWIJCQkZOnToli1bcAxfvHjxlVdeAa9l0M8//zxo0KAZM2bgXNM0bdq0abiJxjv0Bc/z6enpw4cP//HHHzVNQw9Waj6LjI7auu13SZElRdYMHT3dJEVOz9ixddvvsfFxL7308r59B3AaLVmyLD09g2X5s2fPDx8+YsOG31wuRtMMTTNU9VbcYPy/gU9GDgAOhwPdOk6dOhUVFXWNjfbEB3yVv0Ykowrhdg8sU66XUMWHVgMASE1NjY+PB6998776uaL9fw3QB+FSwO12R0VFYXpgwxM4CQvoFY/D7KudBlTs8FnPFU+hKoSQkBAaiuBKZ7SrN4jQJ+kE1EsH0QnRCQFCyor5ccuCOqLT4L6RkZHlZgcdKhWdR9ceh8YV3o7XqF+WZZ7nFy9e7L0txedEukHz5Ua9L3h5z+Tk5GRlZXmnS7hKPT4O3+2HCh3/QiAjB4BDhw4h19B13YRuFzR4/bFjx9LS0sATDOhK+PrAvhi2r/Hpq35fUHygou2sLGieiP/YLaqqiqKIfgOyLGM6IO+vVVEG6asfrvFdGIbRNA33tgGAKIp79+6lYV8NT2RHlMsrwMOvCZ1U7PD13a/sDbxitVpx9yN1lcDCvvrNMMDQwTBoh2sGUS4dhmYYmmEALaaq+m0x3v5tAACMoUZHtSRJoaGh5SZO2SD0yrpRDhWlY75okc/xr+vYzl27duEQRQWAr/IYceGfHxXtN190w1d70JsYVa2nT5/GLKt4/arA3aRXHr7me9lcu+Lwzcv/XUBGjiHVd+7cGRUVBTSyGwA4nU632y3LcnZ29v79+1FZdFW4fOBGlfcFzgd8lXfeYvB+BWwhevkBgKZphw8f3rlzp9PptHuSfPvqN1+oaP9glgK3242+PHgFtxpirEpMBoxRjjmO8/1m7isOp9Pp9LTLUe5wul0VOny9F30E5jDGc6fTefFiAQA4HC6rtZRleUXRMIuzj/a4XC7G5eRcLuZSAbft0lFWjKHFeF68Lcbbvw04cXDoUv+SrKwsTEDuXRKv3Cg6xnpQbsZdo37c5Em39ZaWlsqy7Ou9fI1/X/h7SvH/e18c6pjWrKCgAP31rkFnOOHqh6/5XlHc9IF1i8HlcjEMg6r13bt3475BWZZNKI47nU6q7sYAhKIP6D7gq7yvlZqv8jcKvp5bWZAkSRRFQRAw0x9SHOxPQggK6LjA1zSNVDw9X0X7B327cLIJgoAbsgkhHMdh1i90UMDrGPDBB4wrDk27lPxGLXegYeyfH4IPaFfLr6NpGhrPHA4XACAjx1710R5d14muga6TSwUM+dJRVozQYqIo3xbj7d8G8ARL5z0xTDRNczqd3klBKFRVvVF0DKcPwru8r/pRL4obdlwul+pJWOWrfl/j3xduFN24xi3YbI7jFEXBHfkY2eaqQF+2Kw9f872iuHEj6PaAKIqqJ+Ptnj17MPuZqqomwzBQD4msHufANZJA+HqAr/K+VDf/0B5w3ajwiLjJ8NVOnNLeHaJp2jUZZ8X63xfI5TnCvU+uCl/fUVV1VSFlh6pTzbOnXYqmKZoulR2aoupahQ5f7cHavXuY9oPDzoiCiuGaka+TSyrT8u3RNENTga4/Lvu1rIBStkBRQdN8+mRUzqjywwPD4y5DPDm1EMoV2b2ubx5VlI5do36krsST1+D66q/ocyv6vtcob3jFkNaviEhfDr5s5L7me0VRmWOuMoAyHs/ziqL88ccfNC2QCX9gGMY7HSxU3LnsRpW/UfD13MqC4UliqHvsc4ZhaJ6IxE6nUxRF702ZFYWvD++rf7wDvxBPPhs0fRmXZwLVr0gGdRm8Z+fV3hs3dNHD18T2dfh6r79tj+Epcnnhcu0xym65rIB2eQHjUs3gbU2/pcfbvw2iZy+Dt32XepP9c1SUnpRjJ39bXtd1nHrUDRO83OOvWr5CuNnvq3ql+xMvz5tyVfiyhfua735cG8g1UCI/dOgQZhPgOM4EAGgQRYPNmTNnwsPD0ffqqoj1gQQf8FXeV/2+EO8DFW1nZcG7wdi9cXFxMTExJSUlPM+vWbMmKSlp5cqVGNA+Pj7+uusvh2t8l8TExOTk5MTExISEBGwSXoyLi4uLi8NuxEZeqz0xiZeO2PjY2HIlo2Njo2PjIukRExdboePa4yrOC3hlRURMctKqhPiU8LCo2Nj4pKSUpUuXxsTEXL09sdGxsfGelnsKeLW2rDy+V0xibGx8YmLybTHe/m1YvXp1XFxcWFjYqlWr6J6rtLS0yMjIqKio6OhorzFwLfgabzE+cNW5dm06iUQgPj5+9erV8fHxKSkpdPReicT4hAodFe23itLP6OjolStXRkdHp6Sk4HlMTExqaqqvfktISrzq4Wu+e2bcPz/+XVi+fHlkZOQvv/xSUFCQkZGBqnUAMIEn7Q/HcQBw4sSJ5ORkp9MpVRA+bSRlkLz+ltmJKwRfNqGKtqeyQK3R1EDOcRz6LABAVFTUL7/8glHEcXeK7AMV7R9f7ZFlmeM4yRPZilq58Dr6sGC1oiiqqur7yyiYXrDsRFLwqqe9Ytmh8HiCW0j/+eGr/fQR6DDs1TmKIEh2G4a1EUSxzPuJ9lPZIXN4Isuq5/BqsKe1six6rpcVu13G278NvGcDCEZPE0URANLS0qgDGhaTJEkWJfr30ueTPUcFceVEw2Hma/7icKUaOIzHcq35JYgVO24QfLUfX1DXdZcL3VDYa9OZSx17+eFrvnvNu8uOSzP38qOi3+t2BwA4nU6MQXTkyJGoqCjUA/19ZDfVk0oLWT4Gl6ZmHlz8UgWR6glRgspYRVFUrUyLIiuaohI854WyOJ2iLOHuXFlVcHPhzVZNVCJor5J/EBBG9KgKRa99sQCgSGUp/AxNBwKSIFLFuKZpmqGzPIf9qRm6rCpU8SUIAgBg1Ity+vP/CW415fO123OrtdaPfwTjapHdcAooSlnKDZkXgABouqaUhRkQZUkHUAxdA0LA4DgGQ/zqugpgoD+aLMuCZ0OjphmCUKYMVxQNAERR5svCLhm6rmI+ewBDUSTwCvEkipfU6apXoGtsJPFEhMUr1FHJ6XSChyDQqnBTJX1rGvfG6SwLaqnruOdbxxbiX10neBO2/xo+H37cspAqGqLVe5xxHOdwOEpLS1VVPXv2rM1my8vLoyYoXKxpmmaz2aiDhtVqlSTJbCnNu1CoasDxMgHQdCgoNF+4WFBsLZUVDeN8YQC/O95GUiFGDp7kKACA+7x5nrfZbLqqEd0QeQEI6KoGBFCkxjQ2OWfPSIpsc9hFWdKJwXBsXl7e+fPni4qKeJ63Wq24DpMk6X/OyP3w46bjSkauewWpBAKgG5zLDQQMRc07n2srKWV5TlYVQZE1AMXQ7U4bgGG1WgCMCxdyCwounjp1SpIkKIvfB2ZzcWmp3WKxnj595vz5PEzJhXxRFEVVlSWZA9AMoqCPhSjyhgG6TpC64ZyjTBrZtuHlPgYA1F3J5XLR+GuGlzef9ytfvHgRT6iHjSQpGLsUPT1luYwgu91lVVFm/2+Oj3b7omKMnPMEOnU4HMhOZs+eHRQUFBwc/PDDD3fp0iUwMPDFF1+UJEnTNMMw3G53ZmbmPffcM3fuXFmWMQtvQUHB3ffc++hjvTheRnHczQhP9+nbuEnTI5lHWU7wdmIkYJA7WhKqKCNH8iFJEmqx6tevf+jQIVyJo0MD1sOy7PTp0zt06BAYGNizZ8+WLVtOmzYNtfSpqamBgYHdu3dv167dQw89hJnFUcT3M3I/7jxclZGrnhSOhqICAV1WwCAfTHz3wU6du3Xp+kCH9qfP5CiGrgFImkrAQHF8y5ZNrVsHP/HEYz179gwKCmrbtq1hGIRAQUHRPffUDgoK7tWr95NPPhXUonXItJlwyQvdUDURPSVx1wNqd2RZdbv4cq3F4Kw4H3EfF/VjMgyDsnD8l+M4nLNIFpDZU2GdEo0HH+yi64TnMdlV2QSnMckNAxiGA/iX5g27M1AxRo6umPRmWZZnz549depUekVV1X79+m3YsEHyuFz2799/27ZtgYGBtEBubm5A08BOnbsWmUt0AzQdzJbSh7p069d/4I6MXRwvojrd89fQjDs5o02FGHk5H9Rp06Y1btx406ZNsiwTTw045+fPnz9x4kR6Y0lJSbt27bKyshiXe8OGDePGjaMP3bp1a9++fZEE+Bm5H3cermTk1CYliqKGZilNL8i70K5Va45hwSBr1qaNGPk8I/BukdcBkJFv2rTx4Ye7WSxFLpcDN24sWbJk2LBhhIAkKcHBrQFAkhRRlDlWahoQyPMibqrGXQ9uxu4Ryg27vbSscaQssAEAuFwuqmAv9wres9Lw7A0uN1UFrwSP3hp4URRbt25bWmoHj+hPZW5NM6hojj+Jokyv+HEb4XpU6yht478LFy4MCQkRBIH3JNV59dVXkf3oum6xWJo1awYATzzxxMaNG7GA2Wxu1fqBOXN/io5JIACKSrZs3T57zryXRo/ZkbFLUXVvpToBQ9F87l+/A1AhRk5lbpZlz5w58+qrr3722Wd//vknAdCgzNXA4XI63a7mzZsXFxdj/aXWEiBgtRQfO5oFBGKjY15//XUAcDqdhJATJ0506NAB2+Bn5H7cebiSkXvbksEgQEAVpZyTp9q1aq0pKhA49Ofhp57urQMImqIDaIYKYAwY0G/nzh108yFGSdq/fz8AFBVZGjZsbLFYkQuKglqjei2PBKw7nXYATdXEnbu29+jZrVmzgHHjXrVaS3WdnDh++vPPv+zdu0/nzp1x9rlcLmzeggULqlatOnDgwM2bNwcHBwPAggULpk+f/sQTT/Tv359l2SNHjnTv3t1kMoWEhGDuPgCIjo5+8MEHmzVr1r59+23btgHAY489Vq1ajapVqwGAw+FKSUlt1apNrVp1oqJiRFHmefG5555fsSKqfv2G06d/8z/+NH7cKFSYkVN3DJZlXS7XnDlzvvnmG7yN5/nc3NxGjRrl5OQAgKZpMTExkydPVlU1JiZm1KhRyIeKi4sDmgZeuFjUtVsPp4sTJW3M2NfO5154pm+/3Xv2GQQIACamJQA60VT9Tlb4VFS1jvo0AGjbtq2maePHj9+9d48O4GDcOoAOIMrS5q1bBg0ahLUZhoELIru1xFBUXVbWp63t8uBDS5YsiYiImDNnTrt27f7888/S0lKqpqucjvDDj5uDqzq7SZ6graDpiiACAaJqn0z+aOaMb0IXLOzb79lDfx52sgyvyiiR2+2lTZs2KSzMF0VeEDgq07Msa7M5AKBu3fqLFy+NiIgMC4t4+60Jkz6YAgBmsxmbIIhM3oWzLYObZx074nY7Fy1a2KVLt4KCoosXigIDg4qKLGh2RL8iAIiKinrqqaeKi4stFku3bt0CAwNFUdy1a1eDBg2Kioo4jjt79myHDh2OHj3K83x4ePiYMWOcTufBgwdpfvHU1NTmzZujS3lQUHBxcQkAbN26bcCAQWfOnAMAzAcqy+qgQUMGDx4qy2phoVlRNFSz+3F7oWKMnFpoJE9G3tmzZ9erV89kMplMpoYNG7Zt23bjxo2oV9d1vVWrVufOncOtFHXr1kUZ8dy5cx07dXEzQrsHOhUUFgui+kD7zqU2x5ixr+zavRf5NzJynRiKJvtt5OCVjxzp0aeffrphwwYA+PrrrzN27dQAnDyrgKEB6AAJKclffjXVYrFwHAcEatWoeZfJ1Kxh45FDh4NO1iSvfPqp3rNmzQoJCZk6dergwYPj4+Px6X5G7sedB19e60imDEUlqoYr3X59nvnsk0+/mT7j2f79Ulev0gFUIIqhEzAslqIGDeqxrBsl8mHDhlWvXt1kMnXr1k0QpOzsnObNW8ycOWvmzFlTp379xuvvvPjCGHQfEwRBEDhVE0MXzZ8w8W1UrQMYPXs+dvr0mYMHjgQHt8bQh6gbx1itvXv3PnXqlCAIiqIcPny4devWgiAsWbLkxRdfBACO47777rsFCxbgSzEMU7t2bfCY1QDg0KFD4eHhwcHBkiSJohgYGEQIcJzQvHmLI0f+AgCOE4qLS7p3fwQAhg17bvXqNACw252V8Hn8uBGosEROfShUVXW73TExMR9++KGqqhzHffjhh2PGjEF5EXMSmEymWrVqIZuvVq1aREQEy7IlJSV16zUiABErYn75ddPuPQfeensCL0gjR724PT1DNy75qyuaKquSn5HD5e6pWVlZL7/8smEYdrs9JCQkPWMHp0gKgEx0ydBEVfnz6F9du3cj4NmNxvFA4NCeff2ffkZl+J9XrXnz9Tc0TzZip9NZt25dTdP8zm5+3JG4kpFfclmHMgMe43AuX7wkdP5PuJOz1G5r1KSxg3ErYOgAgsQDGJ07d8zJyUZXNaRyNputfv36LhcjCFJAQDOn042zh+fkwYOG7927X1EUQRAURQLQPpz8XlR0uCAy6LX+zDPP7tixs8Tq6NbtYZTpJUmyWCwAIMty9+7dc3Jy0LvNYrHcf//9AJCSkvL++++7XC5Jkt58801cSZhMptq1a1etWrWgoIDjuKeffrpmzZrjxo0LCQlp2rSpy+UihAQFBRcWmgEgIKBZ7dr3mkxVq1atdtdd1Zs0aappxujRY9av/5WQS9vS/LjtUDFG7h1BUFVVRVFCQ0NDQkJwqgiCMHDgwK+++gp3oM2YMSM0NBSFeEEQfvvtt06dOgFAXl5eQNPAUpvLzQhPPPl076efLTKXFFtLXxo9Jn3HThTEMVwfJ/B+r3VvRo7E6Ouvv7777rurVq1atk6qYpqzYL5dYDF8qGLoKjFat21zLve8oek8y6Evz76MXQP69AUd1qWunvjfCZhjDQAkSWrSpAk+tHK6wA8/biauKpEDjYFKAAiwTtcXn3y6ZmUq0Q0gIMpSrTq1VWKIuqoSQyeaYWhffvn5vHlzCNFZ1g0AGMKlbdu2LMtbLNbmzVtwnCAIkqYZbhc/PeTb7dt3QFkgDVnTpUWLf5r80fuqJgIYTqf9wQe7HD9+8uhfJx577AnDAF3Xqf8awzDDhg37448/sIUpKSnt27fnOG7t2rWvv/46xmb59NNP582bBwDo3A4AoijOnz9//Pjx6JJ86tSp2rVr4wK9RYuWuk5cLqZjx85nzpxzOt2qqrMsj3vPBgwYtHnzVgAQRdm/9+w2RYUlcvDSqwNAZGTkjBkzAACZd3Z2dmBgYGZmpmEY1atXt1qtGFkJAJxO56OPPrp69WqLxYISuShpNe+uc+99DdyMQACGDB3++7bt3vvIJUX2e617M3L0lcVPg3x30qRJR/7KpEHAFTBUYvCytO/A/sDAwPj4eCDAu5m4qOh2LVtN//IrMCApJu6jDydjniJJkmbPnt22bdvK6wA//Li5uJKRI0Uqm3rolUNg/+49rVoEnc05AwSiY2OeHzVSB0BbFXqtOxy2hx7q/N57EwGM06dPnzhxokuXLn369JFl1WotbdCgEd2TnXP6vMlULTf3AvJRnmcBtAsXzzUPDEhMigUw5s6d3bVrd0XR8nILHn64h6Jc2g2EUd42bNjQuXPn4uLikpKSLl26NGjQAADi4uLeeecdANA0zWKxtG7dev/+/ZIkbdy4sVq1aqIoJiQk9OnTBwDMZnPXrl2bNm1aWFgoCEL9+g0tFisAbN267fHHn3Q4XCUlthkzZo4fP0GSlKFDh2/evJVGs/Gr5G5HVHj7GXiCIum67na7f/rppw8++ACXhMhskpOTTSbTzp07+/fvjyUZhkGnjy+++OLzzz/Pycnp2KmLy80TgPfenzz5o08JgNPFjBz14sFDfyqqThm5Zuh+r/VyqnXwhHPCnQIff/xxesYOS2mJDuDmObvbRQB4URAEgWXZsLCwxo0b16xeY/68Hy+ez0WmvmZlahWTqVGjRiaT6d577/3xxx81TaNxZvzw4w6DL0ZeZkXSdJHlgIAiiPm5effWrlPr7nsWLVnscDldHCsT3ckyvMihRr201JqSktSpU4f69eu/9tprWVlZKMCYzcXVq9cMCGhmMlWtVq3GgP5DLOZSGrLN4bDhxrPjJ/568aXnq1Qxffnl5243a7M5/so8/vDDPQBAlmWMgQ2ezWPp6elBQUEvv/zyiRMnevToAQBJSUmjR48Gjy38+PHjvXr1ql69+uTJkzF+s6IokyZNqlKlyosvvmg2m7t06ZKXl6coSmjoYvRaB4CtW7fVr9+wevWaixcvZRiOEBg4cPCvv24EAMPwbyW/XVExRi4IAt14hsArhmGoqiqKosvlQpcNSZIYhpEkCaMTYFgD9Fo3DIPlJIOAqoEgqopKREkTRJkAlJTaUbWu6hpl5H7VOngYOc7wMicdw8B1EsuyBID3xLW1Ox3Ea09qXl4eEFBlRVNUgeOBgCLJhBD8LgBw4cIFGkz3f//6fvhxs+FLtV62XZuAIoig6bihHOeIZuiiLLl5DiVyA3QAg2Fc6KfmdjslSWJZFgUYjGnqdrNuN4vhVjQVOFbyYooGL7hFiQXQiq2FAAbHMfgry4gAgBvVqI8wAAwePHjDhg2GYTAMExER8cUXX1BbGM1cTjeLq6qKpBUnNVJg3MLOcZwsy9iqgoIi1Bl4Zy40jEsx3ViWlySFRozx4zbC9ajWwWMfwmQeeKVcsjxcM9LxInpy27EsK8syRmYlAKoGetn2qEux1jGmm8dS7mfkl0nk3qGdaJQ3m83mPfmwMLL5y/x6AMAgNEqU9+fzrtYPP+4k+AoIU7aTlhIdTcdArRzDolJQBzDbShRD1wzVMMrS12Ksdbg8SAtVqgPGTvdElrbb7YZhoGodQHO6SjFEq66r6FwGBLyzg2KmH4Zhzp49W6NGjdq1a9epU+fee+/lOI4QgjI3eBENnLaUdKB13DAMukzHt6bh0z1KgrKlA/2J4wSWLYsx51et346oGCO/Mjc2msBpgAUq1eFGKZxCVzJ7jAMjSmWJqGXF0HRCJxQeRlmEE8OAO9n/4jpU63C1JAq4j7/cRQQNrEuf5V0YaQFmzvHDjzsPVzJySqZUVaU2cnoQ3VA0leU5tJFLmooBYVwuB4BBiI5ZT3CWsSxLHcRoWDRRUHUNkDVqmgZgEFAJqMjOZVkUBM9ebQKaZmiagUI2eO2LK8uv51ltUwqAmdysVivK6Jc2xAMAABXccXvRlXlTRFGmfB2rdDhc9Cd67sftheuJ7CaKIuXT4JH8aK4U71FFJwxyC+pgibJ4Oc6NormsaN6M3ADd7+wGnmmMcZgxlD29XZIkWZRoP7ocTiDA87yu65gNhfYwJ/AEQFbLVl1IEahggZX74ccdhisZOVoD8d+yfeRamWguCSLRy3IzujjWybPU2Q0P3EpebmGt64Q6iwF45hsApiiUJAFAQ0auGzKU5VIDANBULFZGBOjymia2QIKJe4IAAGe0dzRWdIDFZ3nvJ6LLdyqdY3B1Gu+FsnOHw+XPeHa7o8KM3FuhhFc0TaPZ9KgiF3VBcLnllebW9ObflKNjcFbKyDVDR0bul8jBaz2OMxku/xDYg5qi6rQ3vQpohq5oKu7oI560sFitN+G42W/qhx+VgqvayEWxLNXvZWKEZ+4YhqHqmo7iOBCaNIX+peKKh4leil6OMxW3htMmABi6IUuS4KkB6Frck0JUwNq8cxvC1SYmzllUoeNLXVkGK+c4jgrosqzSIOqoKsAt41QER2U7IeC3kd+OuE4buR83CtenWvfDDz/+Ia4qkZcPfES8/npdI+Wv/b8acsNq8sOPy+Fn5JUMPyP3w4+bin/EyP3w43aGn5FXMvyM3A8/bir8jNyPOx5+Rl7J8DNyP/y4qfAzcj/uePgZeSXDz8j98OOmws/I/bjj4WfklQw/I/fDj5sKPyP3446Hn5FXMvyM3A8/bir8jNyPOx5+Rl7J8DNyP/y4qfAzcj/uePgZeSWjooycBmwqS/ngudE72BNGk7iB2cwIITQY1pUtp22gbcMr2EIM3/v/yciC0S3+//XcCsCA2JXYAPp0jMsNnu+IOTbg8nGFn5VGDaLRQ8ETARQAJEnyrucWhJ+R+3HHw8/IKxkVYuSYSRZL0oDq3vwVqRWN1Pg/aD82hma2pX9prlXayOsjnTSZHv6r6/ptNA4xeTwNmn3DmQfxgWuU1zSN8mxEuXyGOMBwHeb9cb3hfYUu8m7Z7+Jn5H7c8fAz8kpGRRk5eFi4NyOnhJWGyL15XLwct0AWq9HQlB7GgE2SJAkLXJlu56p1loOqqvgiGD4aAJAj3qQ3+lvi7qud/5yhYuf8/+u5dnv+9pVRyFYUhWo7sIfLRR4FrxGleyW/pMXoyf9m1Xh98DNyP+54+Bl5JeM6bOSeLMgaIQRZpnfqJCxTLgHaP4QvxkCfTgjRNA3zPxJCaG4GjBFNSxIvTXtZssjrem659715Sul/yP8qyoAFQcCVB+0BzBZ43Qz4/wlBEERRxEwecPnyq5x63DsHFwDQPElUNUII8U5sWLn2gmvDz8j9uOPhZ+SVjIoycl3XUduMgjhqSr0L/H9ko79lMMSzdKAWVgBQFEWSJGwANgbt2TzPe997HRI5yq8Mw/xv+NzfoqKMHO9SVRU5Ov6LXKRSGDl4Ml7DpUzVGsOt5shIAAAgAElEQVQwPM/jv7Isu1wuWhJ15rh0oxepaoQOOc2D/0H7rwN+Ru7HHQ8/I69kVJSRU5JqNpvBwxUwhyzKxLRCtHFeB+P5WxBCUA2AWcw5jqM2V5qEHlcbgiBQBn8NSdQXaN50HIeYs/UaqulrNPiGlK8oWJZF9ub9uOv4Lr5w3e+raZrVavW2lGuaxrIstYvjl8URhdp1h8OBJyjT44vwPE8/6y27scLPyP244+Fn5JWMCjFyb9/1mJgYURTdbreu69999x0Kr+U8ySsKwwfAowCgDZBlmWXZ2bNn4znVuFKDPSEkPz//ynes6HM1TcvLy8PbqUX2Ol7tqsBckN6f49o2bF/t9IX169cfPXrU6XTSriOE4PlVoftARdvjqzyuq86dOzdjxozvv/9+2rRp8+bNmzVr1vnz58HLHGO320NDQ8+cOYOMHD/uzJkzw8LC0FkdmWJ6evrixYv/+usvOnpvTRh+Ru7HnQ4/I69kVIiRU7PlyZPHR40adeFCbk5ODsMw9eo3ttndxJPb2GO8LE/QDQJ4+CL0ig/oui7LMhpKkX/wPG+z2Zo3b26xWGj7L+V4BrBarc8//zzLspIkobEcx1JFGVJhYeFzzz2Hz0UJEjX2V0VFGSF6e9E2E49TN1b2z9oJhmEQQyOGZhhlHFo3AI/NW34/dz4PU13LsszzrCwJiiL5el/VB3y1X/MBX+XxNbdt2/boo4+GhoYuXbo0MjIyJCSkadOmp06dwqHldrsPHDjQq1evWbNm4djTNK20tLRWrVqdO3cuKCgAAFVVRVH84IMPgoKCoqKiwCO73/zpcj3wM3I/7nj4GXklwwcjNwiByxm5BmAQogMYVqvlu++/CQoKnPjuOwcP7mdYvk7dprkXbDqAogAQIAQEnjV0GcAghuZyOSRJEiVFB9ABZB0kRdY0RVVlQnRVlQEMl8uFkjTDMACgKOhzrgCAKMoAYBiG2+0GjxuUrusWi6V58+bFxcUAoCgK6sDdbjeuNlwuV/v27V0ul67raHalplZN0+guZPDI2dRMi1xflmU0xlut1q5du4Jn3zM+BR9hGAYqe5HbGYbh7XSNL4K3yIqmG6BqhqoZmGFaVhUCwPIcAeBFjoDBCaysSsiCCdEBNI5jAAwAQ1VlZPCo2ycECAGG4QAACKiyYiiiJnNAVEJ0AqABCCpRAJyiogIwosKKkmFoPOcCUAE0AMPpdhEARVMJgKpr2BhO4EVZwha6GLeqa5qhK1qZMcXtdmPnOBwO2kVofRcEAceJ0+kEAFGWFE11swxWLquKAYQA6MRQNHX33j1Dhw8jAKIsMRyr6tr8+fMnTJiAT+F5/tFHH83Jyalbty5+cVw51a5d+9133/3ll19QcBcEoUmTJjNmzFi2bJmiKN5hDG41+Bm5H3c8/Iy8knEdjBxAC49Yumz5oocf6QKgqZrRvEXHc3kOSQHVAF0DADB0NSY6onWrFlVMpjp1ak355GNekIptznadug197oXqNWts376tqKigU6cOJpOpfft2kyZNSkhIcLlchJDBg4fWqHF3nTr3ffjhR8iuJElCDirL8rx585o2bVqvXr2JEyfWrVsXyfqbb74ZFBRkMplatWo1Y8YMWZaff/752rVrm0ymvLw8t9sdGBhYr169mjVrBgQElJaWAkB6enqrVq1MJlNAQMCsWbMAwGazzZ07t2HDhnfddVe/fv1sNpvb7W7Xrp3JZAoMDOQ4bs6cOY0bNzaZTA888EBaWhp4KdslScrNze3Wrdvdd99dr169zZs3A8DevXsHDBhQrVq1GjXvebpP32JrKceLEya+FzL9m/oNG1SrUf3Rxx+7WJDv0VMYBIxDfx4cPmLYA+1bm6qYADRLccGTTz7eqFGDu++++7PPPlNV1W63FxVZ7r8/sEnj+9u26fD1VzOWLVkKRLuvdjXOZVdV2c0Lr701ftP23QU298tvjF+zYZMGUL9xkz59ejdqeN++ndt5xj5s2JC7a91zV/VqE99718W4DSAXC/KJhwHfV6/ul19Nbdi4UdsH2qWuXvX6m2/Url27Tp06/8fed4dXUW1vH3oLAVJAAoaAgdDhUkUB6UUEhKsXbBelCAiCCCpRQGlSFBAR6an0JogQEAWkhYTQQof0fur0PrPX98fK2R6j4YrXe70fv6xnnjzJyZyZPXvv2e9e7V25ubkAUFBQMG/evDp16lSuXLlVq1YZGRmmaX7//fdTpkypU6dOcHCwJEnHjn8f1qRxUN3gJ5qGp964bgHBHQMeSReTu/fs4XS7TGIh0i9ZsuTNN99EPVuW5YCAAE3TOnbsmJKSQgjBz/38/E6fPv3KK6+oqqppWkZGxtixYyMjI3ft2oVDUBbsViZl8ldJGZD/xfJQQA5gmaYuyZwkcwDGjZtXAQy7w2Wz1XBzliCBCQAEFEVzOe31H6ubn5cFYOTl5djK2QoK7bJuVa8VfPC7Y7KqCALXq1fPn346CWBlZ2fWrl17x44dALBw4cKFCxd7PCwAvP/+7FWrVvs29e7duy1btlQUxeFwrFixIiAggGGY5OTkbt26ofZ27dq1sLAwNGjXr18fdbV+/fodOHAAAGRZfvXVV5cvX04ICQsLu3jxIgBIknT16lVN086cOdOiRQtZlhVFSUxM7NmzJwDk5OR07949Pz9fluWQkJD8/HxFUfLz89PT03FpttvtGHXVrVu3Q4cOeTye7OzsypUri6LYpk2bH374weVyyYr25sTJH82ZZ5jkxX+MfuHFURYQC8jzI0fs2LVTViWTGJqhErBSLl+sWcsvM+u+w1kAYPTt98yqVSs8HhfP8+PHjz9x4gQAvPDCPw4fTpBELT/P3qxpy+++PWQoYr2gmpzbYRgaARg56uX9h4+rACNeHnPg6PF8h6fh442OHj0iSywYysZ1X86e/T5qye/Omrl+4wbEV1SaWZ4rX7HCjVs3OYGP37a1QqWK99PTTNP8/PPPZ8yYIQjCtWvXIiIisJeOHj362GOPAcDZs2crVaqUnZ2tqmpubq6ff02701FoL7p5+1bjJ5pwAo/aOSr6SReTe/ftg2YJRVMTky7UrVs3NTUVAHief//991esWMEwzJUrV1q2bOm10Gi1atXieb5Zs2Zut1vTtLlz5/7444+RkZHbt2+nEe//pXfmIaUMyMvkkZcyIP+L5WGBnOMYAENRBQADwJBkzrDM4Mca292aCeDhVCAAAMS0ACzLVG/fSt28eWNIwwZOl+dueladug0zcwoJQGZmekjIY4oiuVwOAGvgwIFbt27leb5evXoOh4sQYFk+JyevW7enZVmVZVkQBFmWV61aFRkZiQ3Oy8uLiIiw2+1oVpVl+fjx42vWrAkICFAUpbCwsGHDhr7cNaIoHjx4MDQ09LPPPisoKBg1alRYWNjBgwcpA+igQYMSEhIoJVxoaKgkSenp6d26dQMAwzAiIiLq169/7tw58DGeo2RkZISGhno8Hsuy0CBPCMGGiaL444lTdevVf/+DSALw9rR3Vn3xpQXE7nTs3L1rxsx3JUUkYCmaTMBKTDrfpl1rQWQADLsj//HQ+l7rup6UlDRo0KCioqKwsCYOh0tVTCAwbuzEFZ99zrrsDR4LvH/vlmUZiqqPmzRl54FDDkEdPHLU/iPHBNUIbdQ4Pz8XwMjLTosIb5STk4WwnZ2b0+XJrk63C83siqaaxAoICnR53AQg9cb1Yc8PF2VJUZT9+/e/9tprpmn2798fd0X4dCEhIZcuXUpISHjmmWcAQNO0hIQEtJzjMeXtqWfPn0N1Hx0KR44m2MrZKlSqWL5iBf/atVq0annp0iXwWuy7du16584dALAsKyQkBJ3f+fn5wcHBuq7PmDHj6NGjmqbVrVvXbrdHRkZGRUXB/zCKQxmQl8n/ASkD8r9YHgrI0Z8NYLg9dkUVGNYJYBiWWbN2vdxCHl3gLCNqmsa4PZ06/q1CedvsD2aePn0qICgwLT1TNaFmwGMMr7g87vT0+61atXA67QCWJAkTJkw4ffq0IAhVq1YNCqprs5UPCqpbp07gE080ZVkevCv1zJkz9+/fjw7poqKixx57zO12u93uhg0b1qtXb926dYmJiXXr1sUHadasmcfjEUVxy5YtaEI/ePDgxo0bx40bBwCSJJ0/fz4kJMTf379Tp04Oh2PgwIGVKlXy8/MLCgqqXr36Y489xnGc3W5v164d5jQLgnDkyJEaNWpUq1Zt6NChAOB2u3GBvnfvXu3atdG6K0kSBrovWbLEz8+vQYMGCUe/X7Bw8bsz3xNEecTIF/btP4DAtm7D+pnvzSJg6aaGpvWfzpwaOHgAISY6yCtXrmiz2apXr+rn51etWrUePXoUFBQ8/ngjRdEKC+0AsGLFqm3xW4EYdfyredx2WRZdbmbi1Ol7Dh3RAF587fW43ftUC2rVDgCwiKWZmuhfs1qdOrWq+9WoUdMvMDioTbu2CNvowy5y2EMaNkAP+pVrV9u2bycpMgAcPHjwjTfeYBimQ4cO9+/ftyyL4zhd1/v06XPr1q0TJ06MGDHC6XQahrFjx46atfwDggIrV61SpVrVajWqx2/bim54fOrUG9e7Pf2USSwLyLHj3wcGB929excARFE8d+6czWYrV65caGhouXLlgoODJ0+eDACKogQGBhYUFFy6dGnatGm3bt3q378/AMyaNQuBHAfov/vq/F4pA/IyeeSlDMj/YvkDPnK7Ix/VcQDDIpqHZarWCPDwhgkgKsVXu3I5ZcizgySRBbCcTmf5ihXcHl6zoJp/gJuVCIAsi7Vr+6uqrKoygBUUFPT1118bhtGxY8eUlMs8L+q6mZmZ7fGwlvVzVvHu3bufe+45DEy7ceNGSEiIaZorV65csmQJatI5OTl+fn4AcOfOnaZNm2qa5vF46tati6louq6/9NJLs2bNQicr6pQej+e55547cODAp59+iglOgiAYhnH37l3TNAsLC8PDwwHAsiwMmUax2Wy+AVYsy9arVy83NxfZx9q0aXPx4sUqVapgoLskq29NefuD2R8SgJdfeW3vvm/cjIcAbNi08ZMF801iIIrLqpSemdbjme48zyqKVFiYHxHRVBR509QBQBTFvLw8y7KaNAlPTb0BAIqide3abe/evaLA1KntV1CQZxKDALRq1/74qTNuSR364ug9Bw5xkty0RXOWZRVF8rjtzZo2PnfuDCfwJrFEWbp7/x4BoFjO8lxQ3WDE3Tv37nbv2UM3DU3Tfvzxx5dfftkwjNmzZy9atAjNGLjxysjIOHv27LBhwwBAluXbt28/07uXoqmcwGuGnpmdhVcWZckklqTIFy+lPN2jO8OxBMCwzKiY6I4dO+IQjx49es+ePZZlYb/l5+c3bNjQ4/G4XC4/Pz9N01iWbdWq1ejRo48ePQoAU6dO3bRpUwlWwf81KQPyMnnkpQzI/2L53elnxUAuijzit27IFtFEiSUANWsHJ1+5efJ0YuLFy1evpmZmZl65nBIcFHDm9Kkb169FRETYytny8u33M3P8A+vJukUAnE77e+/NHDp0SHLyhSVLFtepU2fbtm2aph07diwsrEliYtKlS1e6dXs6Pn6bIEjg1cjz8/Nbt269YcOGH3/8sV+/flWqVFFVdf/+/XXr1j137tyePXuaNm2KJnFN08LCwr755htRFHv16rVs2bLjx49/9tlnNWrUGDZsmK7rr7766syZM8+fP3/48OHAwMCioqK0tLQGDRps3br10qVLkyZNGjBggKIoDMM0aNBgz549hJAOHTrMnz8/OTl52bJlGMqOBn9kp5k5c+aAAQMSEhK2bdvWunVrVCJXrlyZlJQ0O/Kjeo+FvPraGE033xg7fveefZIi66axa8/u9z54n+UZApYFJsszmdkZHTt3sCwLI+3Xrl0bFhaWmJiYkpJSu3bto0ePEkL27t371FNPnT9/ftWqVdWrV1+3bh2A8cbrr/bs2f3y1Usff7KgdlDw1l17NQJjxk/cc+CQi+UahjWy2+2apgAYSRfOtm3b+tDh706fPdPt6adWfrEKUZzlOQuIm/E0eLyhrComsVIuX3ryqW6qrpmmuWvXLrRkuFwuf3//6Ojo5OTkYcOGjRs3jhBy8uTJvn370mz+zl27THtn+qUrl2PiYhs/0SS/sACN6gTAzXhu373Tf+AA3TRy8nIJgKTIPXv2HD9+fG5ublhY2L179wCAZVm0u7Rq1er7779XFKVx48Y8zzscjn/+85+1a9cuKioSRTEyMjI+Ph6rwty/f/+///r8HikD8jJ55KUMyP9ieVggR9M6gCFKLIChaqKkiP0GDen/7LB+g4Y8O2x4v379duzYochiysWkkSOGz3z3HVEUV63+4psD33KSOvq1N/KKnLppAFiiyB858t0zz/Q4fPjQtGnTjhw5gve6fz/91Vf/2atXn7NnzwOAZQEGsmG0ucPhmDFjxoQJE9LT08eMGYMJUQkJCUOGDNm0aZOu6yNHjrx3755lWadPnx48eHBqampOTk5kZGSfPn1Onz7tcrkmTJiAl4qJienbt+/06dNdLhct4/Hmm28OHz48NjYWTbUOh2PXrl2jRo26f/8+z/MrVqzo06dPfHw8NomW9MCk8JMnT44YMWL+/PkOhwOJXV9++eVhw4Zdunw1Oydv8ltTNd388KO5585fwGjtg4e+/eLL1QQsURYsMAlYqTeuzZj5DiqXCGa3b99+7rnnhg8fjgjncrk0TUtOTh4yZMiGDRveeOON+Ph4Q1dVRVi7dk3fvr2zc/Jmz5mbePGyYsJ7H849m5RiAvxj9ChFUQAslnECWBlZma+89uqol0b/ePIETT8ziSWrim4azz43hGrkU96eijnoV65c+fjjjzF3nOf5GTNmDBo06IcffgAASZJSU1Pnz5+P+f2aprE8t23H9hf+8eL0Ge8YlqloKk11IwAXL6VMn/GOpMiokYuylJ2dPWTIkLi4uLlz55qmSXsVAHbs2DF37lyO4wYOHIgmkLNnz06cOBEAOI7bvHnzd999p6rq0aNHZ86c+V94X/6AlAF5mTzyUiqQ8zwvy7LT6QSA+/fvR0VFPYAx6sEEFL9f/vD16SfFJB0Pef0/0nN/hhAveFs+tNWCIGAY17Zt2/bv3+9lsbYQyAkxCegEdItoeJjE0CyiWqCalmoWE7Bbpm6ZOhCTWIZhGKquqZoh64ZigmYRWVVMU69XL/jq1cuKImVnZ1avXp3jOEqg8qvj4aQ0YpNivhTTNL2E7ZhcXpo8+C6+VColrllCVK340HRT003dsHTT0E1D0VRV13RTM4mBGeQmMQyr1PuClxOX3m7cuHHx8fGmqdPDML0DYxHFMBXD1HRTNw3TNC3LsCyDENOwHu7AgiUolOj+Ac+rGToemIluEgs94hgbr5uGZuiqrmmGXvzfUqS065cm/2vvF325TNOkbEXr1q0zfSq5wf82LV2ZlMnvEXR7aZr2008/RUdHA4BhGDZBELAMBu7Nr1y5smnTJrNMI//Pi2VZ1PUbFxe3detWXGU0TTEMDeGcOsgBDAK6BaYJoAMxAHRSTIgGxbq7BcS0LEs3Dd2wNItoBF3rpqrKmzZtCA9vUqlShT59em3fvt36mSK0JJA/rJTGXIbP9evTSgOSB9/Ft98efF+kgjFMgodpAWIbQh31keNhQan3FQSBhmfjn9OnT1+/fn3xBouYhBALiEWKhwfhHG9HEEbBArAw+e33H74bl9/Tzwj/vvjte1i4v/M94SHH8cHj+78jlCcH98dI6UONPWVSJo+GoO6EnrWkpKTY2FgAkCTJhv92Op1FRUWmaV66dGnXrl1YNeGhRHpI+QPXf6j7/lnt/BNFURRZlkVRlGVZVVVBENxuN8NwLMvv3bt39+7dqChzHANgybIoyyLmkUsyJ0qsKLGCxAqqyCkCL0uczIsiL0mCLAmKLMqiJAmiIEgcL3K8yAgiIyqcJBuWyfMsz7MAVl5eDoAFAHa7XSwW+VfHnyP4yL6fCA+U33O1X1/z14KPjwcvSLwg8aLAiwLLc5zACxIvyoKkiKIsiLIgSLwoir/ZA5ZlIdOq2+3EIMHbt2+api5I4m8enMDjjfBPUZZEWZIUubTzSztKe+rS+q20++IvvlfG00rrtwePzq/lf+39Am/pOQzlAwCO4zZu3MjzvCiKtG3Yq3/tOlAmZfKHBYk13W63oig//PDDhg0bcLbbDMNQFMVut9OShUVFRbIs8w8p3EMKW4o8+Pq+nxQvZKXIn9XOP1GwdBi2TRAElmXRnQEADMMUFhYiAafTaUfo5XmWFzwc78aD5VwM52IlziOyjMh6BIbjGJ5nBZ4VBY5nOY5hWZb3MJyH4Vws5+JEDy+4GQ/LegoL83medbudTqcdE69po351PJw8bD+XNu4PON/3RiU+/LXg4zMs//PBsQzHeljGwzIM52F5hhNYTmBZnmH5UnvAUSxFeXk5brdTlkWGcWuawvLcbx54F4Zj6SecwCM9y0MdpXVpaf1W2n3pJ7QZeNrDjssfe0//+5KZmVlQUGBZFq5x+Fq53W6Px8MwTIln/KsaWSZl8m8Kzl4MV0pMTNyyZQugaR13sjzPYxEFjuPgD3E+/CsT7IOMpf+OPOz1H7adf6L4NgB/0XXdskCSisNzvGZACxVoNK2jmxw95SbRTDAMMEwwTDC8FnW0ohKwiOWt4WF4mb5VvdhKL0mCl2oGHA5Haab1P31c/pTxevAnvmKRXx2/sF2bv/wnXtF7/PIueD0cBYtoSMlewnbta8SmR2nn/J7jX/ZnCSntvr+2tOM5D3v9PzZe/30B7+sj+WQqou+fOm6oX+CvamSZlMm/KYZhoJoNAKdPn964cSNOdRsAyLLMsizyKv/X3saHXQhKnPD/3TtJfXXUxUgIMYrLgBaXHkfDOxYIpcFuP0e6WaphqSYYOugG6DpoeBpYBAhYhklMC4EcHbc6gAHEJBaAhZwnuD/QvWXO/6MLeomh+cPXL81bXOp9fwnU1EdOgfyXByHkF0hIvPXiEAB0XVUUSRAZVROxAsrD+rwf9ihtLEp3Vpfiaye/+NfPiP7Afv798rDj+J8WjK8Eb3aD7i2jjnGUeI5lWRh/8Nc2tUzK5A8Lrgxoczp79uz69estyyrWyE3T5LzpZ6mpqZs3b96yZUvsf1jiSpHSzo+Pj4+Pj8cTYmJioqOjo6KioqKi/tPt/LMkOjo6Li4uPj4eG08/zMsrcLuZAwcOxMXF7dmzZ+3atVu2bIqK2hwbGx0TExUTuzkmdnN0zCY8omI2RcVv3hy/aUvcps2xm6Kjt8TERMVGx8TFxMZExcZExcbExMXExsfExkfFxW+Jj4+Ki42OjYmJidq8eeP69V9/++2B6Ogta9as+eqrr7z9vbXE8Wc9b0xMTExMDP3zX47v77wO/aTU+RO3FQ/sh+iYuOjYmOjYmNj4uJi42Ji46F8esbGx8bEx24qP2PjY2Hh6l/j4+O3bt+7Zsys2bsu27bFbt8XExkbHxMVGxcXHxMXSIzY2mh6+n0fFxZc48/ccJXop5l/KA6+Gzx4dGxMTFxu3NT5ua/yD+/n3y8OO439aduzYERsbu27dul27duXm5mKIw969e6Oioujr9j/b+DIpk98pK1eu3LBhw+HDh4uKis6ePRsbGwtoWkdsZ1kW832vXbu2fft2hmEe1gn/sMFrpQXRPMDJr6oqjRdDfzPP87Kseg8UsThMTBK8B4qCx8O2888SURSxdjg2HntMFEW0ZsfHx+/cuRNrT3Ec49N4QZRYUeTxJy8yvMKxCsvJrICfi7wkiLIoYdybLCqyrEqyKih4yJqm2O2FgsCJIi8IHMcx4E1gQF9niePPet4SE0Pxyr95HfqnUorIioaHJKuSrIqSgmFfsqrIqkLD3CRFlBRRUuTiySPpJSaSNwSM03WVYdyaLnEco6qypMiSrEqKTA865WRZ9P0cG/CLT37HUeLBfzPw7RfifZCf7yirkiLjw2K0nyCJkiIrqq5qxr/s539THnZ8/yzBGDdFUZCEH1XzNWvWYBxliWf8qxpZJmXybwoA8DzvdDoJIefPn8c8csuyfkEIY1nWzZs3t2zZUqLGEeZ14KuCtBKU2kLRVFGW0HaHJZ+RQArPMcnPJlCO42h6Ll6cEIKBpvRGhreONfjQQGJEGH5LURQ0L+CZhICuESDFBT295ORFADoemi4BWIqiAQFNJYpsGMbPtbHxUljXGe8riiL4JJvK3lratCo2PZOW1qYPhcm1pZl84WcXOFDTOsdxaOiLjY3dtm0bjhM9TVEUTCvXdV3TFJ7nNUN1ME4TLAKWSQyO4zRFBQKGoqLllJgWAKi6ZgIIimwCAFg8x6iKBGAJPCtLArYcwyVUzSAAuMQTANP62cgPXnej6K10Qp/O5XLhLzh2hBA8B8+XvIlAAIAlzKmdEwAoXYlJLMoKjrPFsExkJcP6Xfg7fpEQUiIlks4T38HyPcH3T5xgNJ6ZPhEVSVLot7B/cPrRi1iWUeL6hmGgqZZOVGwJjbSio4w/sf0l/gs+NEF4TdFbhd0wDPSE4Uj93IGE+Dy+hUxBAOB2MzgHVMUEANPUAQzDlAEMh6MIAPA1oWEQeF/66nHesjQ4iD6Z9EBfGQDgeRGzX7BVkiTgvhNLAyiKhKOGhn0suF5QVEgAkFLe9xAk0deVgN1uWf/C9VOa0GmA3HNoh4yOjrbKCGHK5NESJMG0LOvs2bMY7FYM5Jqm/SaQo0iSxLIsADidTkmS6Mqr6hpWVkbeKCx4TNdfPHQT4Zb4Rs/Jsnzr1i3DMCRJwqUKAFJTU7Oysu7du5efn19YWMh5KyoCQFZWli+60KtxHMeyvMvJAQFVsQCAZT1eCFdNS1I1DsDIzEzPysrhOdkyi6OJ6E1LAHYJFMfTfJdvunbjckxjzlVVfYDXlgpdsn2BHJ12sbGxO3bswOfC0+h24WRZq4QAACAASURBVP79+3fu3Lly5YphGA6XkxP4AoddNw1JkbMzs1gPo4qSpelAwJ5f4HG5s7KyOI5TNBUfV5ZFAEuRRQDL5bTbiwrAS9zGsqwgynn5hW4PSwBy8wpu37l379693NzcoqIiOvr4Cy7cdGLgbAEvytrt9oKCAsrahifcu3eP4zjfPYGmaXSe0J0fThicRQSAE3h6gqIVdwj1y2L2BW0GtgG3YvRMbCqFWLw1jiY9EzUzzDY2vORu9L/IeQJe3KWxI+hzBZ+tAA6Wb610/MXtdtP+KTE3TNOk5wuCQP9LuxpfNwDIzc3F6+CWl96O53k0UOm6qqiCYSoAAARYRlIVCwhYFgBYLOcE0EWJKbLnmaYJBAwd4FczHN9EAECqWvCCuiRJeFOsGSMIkiyrAIAs9ABw+PBhmi6vqrIkCQAWUsvhFo3u73GhwB1/ob3Id7nA2xm/JG//A1heBuRl8n9EKJCfOXOmJJCzLItL861btxDIMdgHv2mapiRJMTExs2fPllUF30+TWL369D5/IZEAOFxOzdDdjAfzWQmArCq4IoNPuSRcoc6dO9evXz/wAbbc3NyOHTt27dq1WbNmrVu3btasWXh4eFZWFp7/zjvvJCYm+uoB+NMwjF69+uTmFGkq0VRU0zXdkGSFA1AJKLohdOzULiKi6YABg8IahXft0pPnFFUt3hMgwOTn5yN8Us1bFEXklKAdJwiCYRi/Gckvy7Lb7cYHMU3T91u/lt8EctwcxMXF7dy5E9d3ehrLspqmPfXUU506dXr66adbtGhhK2f7aO4cE+B+elrlqlX69Ood3uSJ4UOeQ4089fKVpk+Et2jRok2bNu+8O0NUFZbnTFM3DQ3AcjqK/GpUq1K5Ij44pkpPfmtqhYqV9+0/wHLCyL+/+ER4sz59+rRq1ap58+YRERGZmZnYkmJjjHfFR3MlLvSGYRw6dCg4OLht27a4YjocDlmW79275+fn17p1a1mWdV2nvYfgjcs9PagKjuU9GI6lWjvDMHRZp/iHW0/w2UthXU4qaDNAtDNNk+d5ZD0C76aNwif2P+12tM/37t3bd7vg8Xh8ARunpaZpONx4cfwuhpsg7pqmic4gAJAkqaCgAABoV6C9lzYYT/MGPxLDMNLS0gICAnC2lNgHo37fpUsX00SbkwEAhQVO7E2eUwgBRZEA9MKinNi4zZs2rzNNk/EIQEBVdRxEuueg1iZ8zPT09AkTJtD+9NLv41ujqqreoUOHlJSUzMzMVq1aobtBUSRCTNPUASyqfA8YNDAnL1eUpRkz371y7apJLFXXcNOGmrphmbwo0KczTRNVBd+B/gOCDizsxjIgL5NHT/41kBNCbt26FRUVRTVgutYwDLNmzZoZM2bg24jL8bPPDbl05TKNiaVvKZapkBTZsEz4ZUIIx3FJSUkI5JShRlGUZ599NiUlhZ52/PjxLl26AIAgCJQyE9krKZxIkvTGG+OuXb0lS0ZxYC5YqiYC6JrOS7InOmbjgoXzWNbDMBwQ+OTjxXPnLDBNIssymsHpgo4lOMFHKQEAugqj2Ry7oqioCPPsnU4nfp120a8NtiXkN4EcNbb4+Pjdu3fjOk4Da7ENCBu6rp88ebLLk10JgAnQqUvnC8lJjNujq9qTnTrfSr1uaXq9wKCcrGxN0xiGCaobnFtYQABQYdJUmeeY+o/V7dH9qbS0NFzsBEFo0DD07WnvxMVvYzmh/4BByRcv0V3X5MmTv/vuO+qAQFAEH5ZZTdMkSVIUZc2aNQsWLMDeo+A3b968qKgoQghGM+CH+fn5uIiLsoT7vEJ7EYK60+1C8MaNIP5XM4qvxvM85gejSwXxGxvG8zx6PS0vzzY1rqBQpylCBc43WZZFUVRV1XeTgd8qKCioX78+jgXVmH11VvwWzRjEb6HXytfuTUeTZVk8B8ES3wL8hGVZ3CbiF5GICXVK0zRr1qzJsizuD8BrEsPrFBUVNWvWjOdZRRVUTUSFG3VuWcL7FnuXTEtB2zsQYBlRUTTMT0HzBsMwhBCn00k74eLFi3369MGONQwDgRwAWJbXdRMAWrRokZqaKghCSEiIy+VQFAnAMgxNUSRFkZAN1+FyRrRojko5NbFgLXYcbloCzndAwUex/mNCCFEUBfcBhBDKNv3vXLNMyuR/SkoFckQLURQpkOMahIZH/DLHcdHR0YsWLSLenFRFUwc9O/jSlcu6afCiMPvDyEpVKtvK2ca/OYETeEmR534877MVnzdo0GD27Nkej2f16tX+/v7Nmzc/ceJEq1at0NtNlaTWrVtfuXIFAEzTRMNvnz59EhISeJ4fMmRIcnIyz/PR0dEVKlSw2WxffvmlLMuSJA0a9OyVy9eBwJerv27btn1GRppFNABd00UAffyEMau++AzA4nlRU61bN+/P/2SxphkbN27cuHHj66+/Xq5cuTlz5uTm5gKAYRhYaMtmsw0dOjQ9PR3dpV9//XVYWFhoaCgWYwaArKys0aNH+/n5jRo16tatWxihhv96sIH9N4EcgdO3aAoCOS7ZuIFAXb9GjRo3b9/iBP5O2v027dpaQEReAIvMmR0ZvWmzKkrBdQIso9js/9bUKcdPnhAkUVVlYhnEMgoL8vxqVDv83bezZ8/GpS05OXnsuAkT3pwUHRMniPLLr7y2Y+duvLUsy9OnT9+0aRPd6+Bls7KyFi1aVKlSpaZNm545c8bj8Xz33Xc2m61ixYojR46kBom9e/eWL1++cuXKdevW1TStTZs2U6dOrVWrVl5eXqG96KO5cypVqdzjmZ4nfzpFgyoWL/m0Wo3qLVu3Sky6gPTguDWUZdlut7/++uv16tVr2rTpzp07UVls3br1V1995e/v369fv0uXLuF9T5w4MXLkSJvN1rRp00OHDvE8L8vylStXJk+eXLVq1SlTpiBcsSy7ZMmSatWqtWnTBouRWJaVnp6OF/Hz8wsICPD39zcMIyMjY+rUqTabrXPnzhcuXBBF0ePxUGBwOBznz5/v1KlTpUqVNmzYgPVbWZadMmWKzWbr0KFDQkICAAiC0KZNm/379zdr1qx58+bnz5/HInJ/+9vfcO7l5eV16dIlOjraz89vwIABd+7cMQzD7XZXr14du/3bb79t3bp1UFDQwoULEcVbtGhRuXJlf38/TZc43v3222/bbBWbNW11+qdEIOjytxSVB9B37IybOGmcx+Np26bDubNJzzzTu1KlSqtXr2ZZlmGY69evd+nSxc/Pb8SIEefOncvMzAwICKhRo0arVq0A4PLlyxMnTrbZyleuXHXr1u0YSdCmTZvU1FSn01m3bl0Ay+Eo+vHH40899WSVKpU6d+548qdTumm8OWmirZzNVs6WeuN6z17PnDl31iTW7bt3FixaaCtne7xRaGLSBay+2rhx49OnT7dq1cpmsy1duhTjLR5s2XqA4MaaAvmWLVvKgLxMHjH5bSBHl7MvkEdHR6OP0DdaR9O0JUuW9OzZc8WqlUuXL1u1+ot1G9aHN2uanplhdzr++fqYL79aY1hmkcM+dPiwD+d8xIvCa2P++UzvXi6XS1GUgwcP9urVq6CgIC8vr1mzZsOHD6fwgPpH27Zt79y5Qx2WqOctXryYZdkBAwYkJyd/8803Tz75JD7JvHnz7t+/bxjGs88+d+d22v5933bs2BlN4lg+UtUEAD0nNyM8vEnbtq3Xr9949Oj3+Xl2XOMOHDhgs9mOHz+uadoHH3wwevRoVVW3bdv2/PPP47oZGRnZtWtXQsjRo0c7dux4+/ZtXDpPnjwpSVLjxo2PHTumaVpCQkKbNm2o7fRfEtQ/QCMvAeRU10QDsmmaMTExI0aMKHYty1J4s6Z2pwMIqLLy5cpVc2ZHsi533YBAnuUAwOPxzP14XszWeJfHjcFuyLpduVIFAKt27dpIGzBnzpzjP5x4a8rbW6JiCECfvv1nznp/7dq1K1asWLx4cceOHVFBBK+KyTBMt27d5syZI0lSVlZWcHBwYmIiIWTRokWbNm2ink40a8+bN2/FihWWZeXl5VWvXn3btm13797leX7AoIGfLJhPAJIuJjdqHOZmPJzA9+rTe8bMd3H+tGnXNi0jnYZiAED//v0PHTrkdrvz8/OnT58OANnZ2ZUqVVq6dCnLsufPn69VqxbLsmlpaU2aNLl58yYAJCcnV6pUyW63E0LCwsJ27NjB8/zkyZPHjx/vdDonTpw4e/ZsQRCys7ObN2+Otc7Aq167XK5GjRoRQrKzswcNGrRixQqe59PS0ipUqIBGI9Rl0aceFBR07tw50zS7d+8eExMDAMHBwQcPHgSAO3fuhIWFJSUlmabZokWLsWPHyrK8b9+++vXrf/HFFwzDREVFderUyeFwZGdnV69efcmSJTgPmzRp4na7BUFo1KgRy7IXL15s1KhRWloawzAffvjhtGnTAKCgoCA8PNxuL+QFz9BhgxcsWAAE7t3NfLJrj9u30mRZBbB0QzItJX5r1KdLFgBAp45Pdu3ytMvlKSgoaNiw4YkTJwCgQYMGt2/fZln2p59+wvE6derUSy+9JIoiwzCNGjXCsngZGVkVK1bmOEFRtCeffDIxMdHpdAYGBjKMOyMjrWHDkKKiAo/HderUiRo1/Vwet8PlrN8gBLdiz48ckXL5kqTInbp0XrX6CwJw49ZN/9q10jMzZFXp2LHjiBEjTNO8ceNG/fr109LS/p01rgzIy+SRlwcBOcMwCOQlypiiARZ/X7t27eDBg5d9tvyzFZ9HfvTh/IULWrdtc/3mDQJQ5LCruuZ0u84lnh/98kuRH31oWOYb48auWLUSMaBnz564ulmWtX///qeffpoGweHq37Fjx1u3bvE8j+c7nc6vv/76k08+AYBBgwadP39+x44d4eHhW7ZscblcqLKrqjpkyNCPPvy4ZYu2LMujKxTA8jAOSsXldjt37Nj2+utjmzdv2Tis6dkzF/BBxo4di8pZYWFhaGiow+FAxVrX9fPnz69Zs6ZBgwYA0K1bt23btgGAJEkHDhy4cOFCTEzM22+/LQgC4nf79u0ZhqHRSSUCm0tIaT5yQsjWrVupaR3/i91OSLEjoFGjRteuXZNVRZDE7Py8J5qGK5oKBHiW27tz13sz3vU4nIG1agMBwzA0Tfviy9UTp7xFADCcmFiG01EUFFhHloT27duLoqhpWnh4uEXg5Vde27Q5imH5YcNHvPDiqEWLFi1evPjdd9/t0qVLZmYmJe5lGAabgbYQHEe0wc6aNWvhwoUlAr5mz56NNoz8/PzQ0FBcXkVRbPe39tQX/smC+Tt375IUObheXdTLeVH4fOWKr9evw5AozdBdLtfEiRN79er1008/gbcqeV5eXqtWrTIyMgCAYZgBAwagBQUHMTMz89ixY40aNcrPz9+7d2/v3r2xzQ6HY/PmzSzLNmzYkAbe79y5c+7cudS3grMiJCQEAG7fvt28eXP8XBTF2NjYadOmoXUdb7R27dr33nsPZ2xmZuamTZvy8vLKly+PTm6n07ly5cpx48ZJktSqVauUlBS0svj5+aGVxeVyderUSRTFnJycTp063bhxA0e/e/fut27dysvLq1ChAgBMnDjxm2++ofvpOnXqeDweWZbr1atnWYZhKgGB/izLCrximbD6i68//2w1IaCqMoDuYezbtsdMf2eKIAhdOj91MfkKPvWMGTO+/PJLAAgMDJwyZQrWF3e73YZhpKSk9OvXj8bMG4aVn194/PiPDRo87nS6DcPq0KHDjRs3VFUNDAw0DM0wNEHgTFPPycn66aeTlapURs9I4yeasDznZjy9+/ZJupicnZvTolVLukVbv3HDP0aPUnXt8ccfpz61Pn36HDt2DM3jv29N+41XDKcBvjtlZUzL5NGThwNyqpHjeW63e926dTNnztRNA72YBKBv/37JKRcNy/zhxI/NmkfUqlP7zUkTXx/7xtjx4zRDn/bO9PUbN+A62LhxY1VVcWm4e/du9+7dMWYHb2FZVocOHe7cueObZfTWW29t2LCBEDJgwIAzZ84QQtauXfvss89Wrlz5xRdfzMjIkGV5+PDhnTp1aR7R+ty5RG/gqwVg8IJHkrlJk8cjjPG8qCjakcPfN278hCiKe/fu/fTTTwGA4zhcjxiGycjI6NmzZ9WqVUeNGrVw4cLg4GBd18PCws6dO+fLiL5x48Zy5cqVK1euevXqNputXLlySUlJuFKUKJj4ayktav03gZzGPCMTfkBAgGVZoiyZxPLw3OONQgmAZZg8y0Vt3PTpgoWKIIbUrSdwPAZFz3r/vdhtW2VVAbAw2E0UuKDAOh638/LlywsXLrx48eLw4cNVzRjz+tj93xwkAL379Dtz9jyOkaZp58+f79u3LwU8AEhOTn7qqacQyURRvHr1auvWrQVBWLx48Zo1a9CBTZOali5dumzZMuzkkJAQdCqfO3euQqWKNWr6la9YwVa+nK2c7eP5n9y6c7tajeoVKlW0lbNVqVa1Wo3qEya+aVgmVucEgLy8vE8//TQ4OLh8+fITJ05UVdXlcrVo0YLunwYNGrRv3z4AGDVqVI0aNXr27Dl37tzatWunpaWtXr36n//8J24ykKNYEASbzebv74/DZ7PZhg0b5puSl5mZGR4ejmma/fr1QySQZTklJaVz587gDXZTFOWjjz566623dF0XvOVoT548OXDgQFmW8c/Dhw8PGzaMYZi2bdui54hhmLp162LwYEZGRtOmTTEwsGvXrgCAG9lu3bolJSUhVPM836JFC2xt1apVbTbb448/npOTU1BQ0KRJE0HgON5dqXK5KlWqVK3iV75clSqV/V55+XWcZYYpA+jRMRvnzJ2tKEqP7r1P/HjaMCxd16dPn/71119rmpafnz979uyaNWtWrlx54cKFoiimpqa+8MIL2Bvvv/9+1arVu3R5ct68T+rXb5Cbmw8ALVu2TElJKSwsbNiwocvl4Dhm+vS3bTbbyJHPz5nzoZ9/zSKHnQDUCQzwsIwFZODgQecvJCanXGzbvh2uGx6WuZCcNHDwIEmRW7ZsmZmZiVuc/v37JyUl/TuRbmVAXiaPvJTqI6d55L5AjptiGryjquqqVavmzp2r6pphmYqmWkCGj3j+8tUrumkE1Q1Oz8zA8kpz5s2dM28uJ/CT3pq8JToKAOx2e/fu3a9du4Yv2LFjx3r37k2jovCXdu3aXb16lebqOByOkJAQNMv37Nnz4sWLACAIAiEkLy/vgw8+wBV2yJAht27dOXw44emnezidTk3TTFO3LEPTFFWVu3XrmpBwGMCSJMXhcAFAnTqBmqZt2bJl8uTJNOzZ399f1/U333xz2bJluCgnJiYGBgYCQK9eveLj47GWyY0bNxYtWrR79+4pU6YgXKF2yLLs71wpKJDT3GKWZalGTk3rljfPHgAw0TwmJmbatGmaVpzXx0liaFijvIJ8UzcMTZ86afLhg9+CaYWGNLAM0+VyWZb1/MgRR384TgCQX13gWU2Va9eqKQqcx+Np1KjR7NmzExISFFV/Y+z46Jg43bD69R948tRp6vJ3uVwdO3ZE0MIdRnZ2ds2aNRGSRVFMSEjo37+/YRgLFiz4/PPPMUibhiXOnz9/3bp1AOB2u8PCwvCa9+/fb9Y8ApVvjFTHSh5PNA1nec6wTALgZjw0N0mUJWoQUhTl7t27ffv2/fLLLwsLC+vVq0edGh06dEhLS/vhhx86dOiA+4yCgoKaNWtmZGTs37+/W7duGEPOMMzEiRMLCgqCgoIwyAt8QtKoIcTpdDZp0gQ1++bNm1PnwvLlyydNmoQeHDx5+fLlL730EoZr5efnT5069d69e7Vr18YITVVVP/vssylTpmia1q5du9zcXLQk+fn54eDm5eW1bNlS07ScnJxu3bohimua1rp1aywBUqNGDdM0x4wZs2fPHsqgLEmSIAgejyc0NBTAMkwlMKiWoiiKbGCwm66BZRVr5AD65i3rPvzofQBo17Zj0oVL+IxTp07dsGEDBsHgbvL27dtVqlTJyclJTU0dOnQobtRatWolCJJpEpfL06RJeF5egdPp7tmz56VLlziO8/f3Lyoq2LYt/tVXX3Y4ijDkrWr1aizPqbrWJPwJHN8BgwYmJl1wM56atfyRlkc3jXUb1o9/cwLDsW3btkV7AAD07t37xx9/hD+UfoZCAx6hDMjL5BEVRVFYlkUgR0IY0zRLBXL6HaqXr1+/fu7cuTRlSJDE3n37XLyUIqtKUN3gH078SAC+O3K4ul+N18e+oerazPdmrV7zJap0d+/eDQ0NLSoqstvt7dq169KlC81SBQBN03r06JGYmIh/3rhxY8SIEe+88w4u4kOHDj179uzWrVv79Oljmqbb7R41atT8+fN5nh8xYsT16zcBoE+ffl999RUAICsFhmofO5bw+OMN9u7dCwCKog0YMGjevE8KCgqOHDlSq1atEydOaJo2fvz4mTNnyrI8efLkjz76SFXVixcvtm7dum7dugDw7bffNm7c+P79+0VFRe3atdu/f79pmhEREbt37+Z5/vbt2zVr1kS3HBoefqdp/fcAua8899xzR44cwSR+hmMZgV+6fNlLr7xs6kZS4oUaVaq6iuyaJP9j5N/fmzkLAI4ePRrerKkJoJuGx+PC3igsyAt9vAHHegghLVq0aNiwIcuyBGDsuAkbN20xTPLskKFHjx3HOzIM06JFi5UrV1pegg5BEHRdHzx48FtvvcWy7PXr16tXr37nzh0AmD9//sKFC0uECMydOxeBnGXZOnXqgDcL4PmRI96cNJEA2J2OwOCg++lpDMcOHDwo8qMPCcCde3d79em9d/8+mpAGAO3atVu7dq2maU6ns2XLlsnJybj9euutt/Lz8w8dOoQG/9zc3IiICCwU9uqrr9auXTs1NbWoqCggIODbb78FgDlz5mAqxAcffPDyyy9zHJeWljZkyJDdu3cXFRXR0HqXy1WrVi28znPPPff2228XFBSkpqb6+/ujAx5Bmuf5goICPz+/kydPGobxyiuvREZGMgzTpk2bpUuXqqp64sSJ0NDQwsLCgoKCpk2bYvoZx3FNmjTJysrCkL3Q0FC3233r1q0qVaqgI2nTpk1PPvlkQUEBIaRGjRqGYVy+fDkiIiIrKwsAFi1aNGzYMMuyNE2rUaOGx+MSJXb480MmTpwIBArynR07PHngm8OyrGqaAqDzgnvHzrj33p8hSVKf3gOSLlzCXPDIyEg0rderV+/EiROCINjtdgyeuH37dtu2bZ1Op91ub9CgQXZ2LscJ8+cvtNnKp6dnAkDXrl0TExPT0tLatWtnmvr27Vu7devKcQzLerp27Vzdrwby6FWuWuXU6Z8IQM9ez6RcvsTyXIdOHd/74H0LyIlTJ5uEP3H67BkC0LRp05s3b+L2a8CAARcuXHjAG/QvpQzIy+SRl4cDcl8Dr2EYLMuuXLnynXfewRwhPIYOH3bi1EkCkJmd1apN64CgwNj4uEOHv2vdto1hmS+98vK2HdsBAHXEgwcPBgYGPv3004cPH3722WfBJ/Ha5XJ16NAhODjYZrNVq1atXbt2hw8fBi/g4cJRWFj47bffVq5cOSAgYNeuXbjs9ujRIzc3l+d5URQDAwOPHTuGj0qtc3fv3h0xYkSNGjVCQkLi4uLww3379k2aNGnSpElVqlRZu3YtAPA873A4xowZU7NmzRkzZuTl5dWpUwfjbq5cuRIeHh4YGPj999+bpllUVGQYxptvvlm+fPnBgwffuHGDGt7/pTwskOO4OByO9u3b37t3TxSLPRomgGGZCxYtrFyxUqcOHfOzc4AAmBbjdE2b+rbNZuvWrdv1mzdcLGNhhgFYt25eVxUpoE4tgWdN09y0aVPPnj0BQBDl9z+IjIqOJQAv/mO0zVbeZrPVqlWrWrVqp0+fposg3XV5PJ6NGzdWqlRpyJAhyPfidrtXrly5atUqRCaaxbt48eIVK1Zg6b0OHToUFBRommYYhqprCxcv8vOvGd6s6bXrqegIlxT5iy9Xl69YoX2Hvx06/B3CPCZHOBwOwzA+//zzSpUqhYeHo7f43r17/v7++/bta9Cgwbhx4+7fv49IsHTpUpvN1rdv36SkpJEjR27btg0d86+99lr16tVnzJiBHVtUVBQTE1OuXLknnnjiyJEjuAkzTRMtDaZpfvzxx+XLl8/JycnNzV2xYkVQUFDv3r1zc3Mx/sD3jXK73V26dKlSpQrtAY7jIiMjK1as+Pe///3atWu4kW3cuHFeXh6+ZXXq1MGBvnr1art27QAgIyOjc+fOO3futNlsaCvClDncJlqWdeXKFcyn+OSTTwoLC5EPcfr06TVqVAMw8vKz4uLiqlfzDw4KOXsmCUhxKqbdkQegH0k4OOb1VwCgSeNmZ89cMAxLEIRJkyatX7+eYRic9hUrVuzevXtqaio+1NChQ5s3b56enr579+6aNWv16PHMqVOnJ0+eEhe3VVG0sLCw9PR0juOqVavm8bhY1rN9+1abzTZ+/Ni0tHtNI5qlZ2YQgLit8RUrV0pMujB4yLNnzp1VdU1WlY2bN9nK2YY9PzyvIF+UJcMy27dvj6H7brf7+eefT0hI8E1ifFgpA/IyeeTl4YCc+n3R3Ac+FJsOlxP5HGhWqGbohmVyAq/qGpI64X9FWaIsp+DDugpeXZ9yaVHWNrTlIncV/gvXVvpyulwutGlTlnjqWUciDkznxWgdPAf98fRq+/btGz16NPjk+6KK8/MzEgIATqcTq7vSi2NoHraQZojht3xZ6kqThwJy30zon9k5JFFSZNU0MrOzCAAxLUeRHQwTLILkbqZu4HcR74mX2Q3Askwd/eXoN0G3rkWAAMiK5mE4lhOwjxB7kOLbsixsFY4dTgaM5AJvXJtvuB8VbD8G3uPgFkcAeNm+cOag5k28nyPjL/0EfeSyLNMoSGyD0+n08/ODX/L+0iFGjRm8Pm8Mc6N2BdM0KaEsnds0kVnwTwAAIABJREFUXMOXWIay3+Tm5mLIIU2mx4EDAAQh6g+io4bkYvn5+dgeTG6mjLyYno4TQFXVtLS0iIgI6nqn3gSPxyNJEn1r0PuLufs4aRVFwrJshYWFxRy9FnjcAgCIIg+gG6bsYewW0QzDQDJj8OHAwYdCHxPOXkIIrgO+PYBsMPQXSo7kdrsVRdI0BavquVwO09RxfaCDawHJzc8jPsQAONA47pqh47NQAh+8UQmit98vZUBeJo+8PByQ+wIJghnLsrquU35sJH4hXp4HRG4CYBKLFwWTWIqmmqQYBpABDbyUGl4W8WIOao/Hg0loeDuKHBQn8HMEUfqS4yoJPuybuDxR1g7qU0QCEPBSf2/YsOGDDz7AQGVcxeiegJJWllhZ8HfcduDJqGuWOOfBmsQfMK1jhDY+HbKNUIQucthx7XYV2YluAAGR5YAURxIQAElTsRi5IouKLJqGpmuKoau+TSUAvFAMnIZJiPdzCswYPYRPjS2hmx7wWdPBu5tBphHELd+eQT+oZVnEh5MfY9fdjAd5uVmew09MYmmGjmAge+th4E/EHpfLFRAQgHtEyujidrvprosyh/uCIm0zhStBEHC20L0gjogvgSAdjl8nN9NrYkg/XgehXdM06meh4Vf4O2UZouzimZmZ7dq1o28cZWOlhHrI2QIAFNeRzQbAYjkXMrshUbFpAONB8hkDgRxAJ6CbpqmplmkUM7Xhs2CVMPC+MpQwGLuRNltRNEJA0wzagbiUYAOQn1UUeQCLEBOZ1Sk3H/FS7dIlQlYVWq+B/LKgA+b1QZmPvEzKpHT5Iz5y1EIosTYAKJqKr6UgiZRok3Jy0YB2XKDpi4qrDy1EQdmwfbVYqkVRNjGEBKo/0Tagu5EKZr3TddMXPyRJwmh8ahSlGws8ARtA89cRFWiqD57jq25SOEeh+wBfRs/S5GGBnGIDXhl95JzAe3gOw8F4ljN1AwiARTRJxsLk2JOI9xi1DsSURB5j1wEsWkIHACwCsqKJkkIA7A4XLngUUXw5xn1/URTF4XCguob0f9YvaUTxTEyFoPstHAJczS0guOKX4GrFhV7VNUq9Dj6VchDYLMviOA4HxZc0EEEId2DIj0Yj//FDXdfpfKOPRvu8xPBRDRWj28CH05QQ4na7cV75xnlQwEA6FwDAIHn8kOr6+EKBz24DqeIAwOVycRzHMIzL5aKzxfeLlAXdewXGtFTTUt1utyioplHciaZJTFOXZBZAZzkngMEwDBDQVMuyivfltOU8z1uW5asE43uHjyMIEt1YIpbTZhuGoaqyYWiapiCQa5ria2URZQlHGZcFGs9IrXrEm2BJn1GSpN/vq/q1lAF5mTzy8nBAjlbHEu8AxxW/omgowzcWX076ihJvdQTirX7m++aXuCa6AHEnXkIBQiku0qWq4MNXSrzltgzDwAQzXxgGAOSSVFXdl9MGFxrKNE4xgDaPqv7UfIp/+tZno8srMrKVoGV9MCfMwwI5vSkuc7RijWLoqNS6HE4gwLrcxdXPDFOVFdSlRFmSi6uHWW6XA4umsIwbNXJkvVUURZJVqotruqnpP7efLoi4bTIMA3cwdMWnHAM0kAK8bICUSRTPpGXH8BGw8XTCaIaOvK2F9iJacQe3hkgIg1nXvn1IbTa08AnlQC3R53S+YfMQMnFkkf0Uv0V9SWj1oVOU5m7gk2qaVrwB8t6I0rmDF/vpLPK10tMLUhs+XpDm8vnud+mZ1JKEzfMtf4AXtCwDwKAaORCQJQMIzn8LQEdyN0rRSouNoWaP2y98AXErQ0vjUEJ472NiXRme3tr7mMVFU0xT1zTFsgxK2Oxb7gyLofnu74k3YNaXsoI+/h/OQCsD8jJ55OWPaOQUZSmo4AqLAUrkV7XOiNfZSf8FXrSmLycm4dBb/CYdI7V145+/maLtXUxxKflZYcKqi761F1G83uKf1bjfpFbFfqAhAr4rLI38gl9itunDjv4AeVggx7Xb120PPoT2AAAEBI4Hi4BFTN2QRQnLmJrEElXFBOAk0eFwoMpuGSbrYYAAzeA3TZNqS7jsWlBsYaZE4qa3lAhFEWSjoxYOqlXrpjcJngAQYNwetPMXu/xlqXjCqDIOGQI5nT84edDSoBk6gCXLIgDQrUZxpRzN6+k3NE2V0ZyrKArxngk+kFDC+kJJy8Fnk0S1YfqAXk20eFrSX+gQIEL/mlqfdhf47A7pRPL9iq8jiZZgoX5rTdOoIcqyLJrZ79serz5t6YYMYKiqapqkuL4fwVqllmEqALqiCgAWIQSw5q/PDoPaJ3wNZiUewcei/nPdVZ/JbxFiWpZBi6b4VrTDuUG51umHuG8rNsZ46V98q+T9YSkD8jJ55OWPAPmjJ6QU+S/c+qGAHH/SRfxn2CAgCWJRQWG3rk+Ws9ky0zOAABr2ly5ftjlqC5YhNwB4VX7tjddPnvwJAEaM+PvBg4cURfPdsuD+Q5bFli2b3759E8ASRd7X3gveXHnDMDZs2NC/f3+bzdavX7+UlBRZlj0eDwEwAHQggqaYXhS3NB1My9J0U9UswwQA3TRYWUz48bigSQCGIvMABoCFerlOwATAn5zAG5ZJiAlgSCJbVFRw8fJ1A4CXdAKIUtbJ7xPqBfhXtNkq2mzVKpf7x4sjklMuenjBANCKt3bE11ivSLKpG6ZugEXO/HQ6ommz4MCgH4//8NKo0aZuvPrqPw8ePOS77cOQLlqHmxbwZhgO+59e3+104Z+GpquygvcCApZhFrs8CIDXqUzN1wzDpKenI7kv9QoDAG6PdF2fPHkyvp+0yh+eQEHul2hXvJH9LbEe+N9HUMqAvEweeSkDcoD/f4Dct0k0G5DjOISHZUuWvjdzFsaoF1d+NPTZH0Zuio4yATTLVCxDNvUXRo+6cfOux8077B7MSrIswKx3dJ1YlsGynojmTzicBR7GoagCANjtdt+YI1VVx4wZM27cuIyMDAC4cuVKo0aNMNNPUmTeUEVLNwDcHKuqqqkbFD4sTbc03TRNA8j97Mz23bo4OTfDOgF0AIPlXEhxoxgmJ8maRbz6pAXE9LjtAPrq1av2HzxqZ1UTQFYMnuUsTb6RkvTGyy8AkUEXgehHDh8MqhtsADCiYgBYFtC4AUkQRV4ovqhhAoFOHTru2bUbCOiqBhbRVW3s2PFxcVtxe1NU5AAARdEsC3wdwyzLo2JqmsQyTEkQfwHVFkGDR/F2wfthYX4BkJ9jO2hkOwDcu3cvJCQEsyoQeHwNIbNmzVqzZo1vqgV4t3SYTQ6/9PejfaUMrqAMyMvk/4CUATnA/z9ADl6dWJKku3fvzp8//6uvvsKwsvPnz3fv3n3w4MG7d+9GxMVg74/mzlm1+gteljTL1Ikl69qrr485c/YCseDggcN3bqcZhiVJyvHjx5ctW5aVlbV9+/a7d29zHNOmbYvEC2fi4qOWLV+MJbyweaidnz59unv37mgNxk3D1atXJ0yYoOu6qmseRdz+zd7Z8+acOHUSACRBdBfat0XHZt9P/+iD2V9/uQYAihz2RcuXBj0esmTFMgADTCUj/e7X675cvHixy+PmZUU1rZ1796Vcvbb/wDcLFs2/cf0aEN3tyH/mmR4jXnhp33c/IMabugHESPrpxJtjXnLkpgNRVYGRJa5Fq5Z3MjLyHe71W2K+/fa7L1au0hSV9TApyRfnzZm7e+cuVVZYD/P1V2srVag4berb586cvXv7TlxMLFhk0qS3tm/fSQjIslpQUPTeex/s2LELe4DjhM8+W+FyeT7+eH5q6g2G4dBpJPLC58s/y8/Nmznj3fjYOCBw8/qNz5YtP3okQZFkBHV7YdG2+K2z3/8gPz+fOn3S0tKWL19+4MCBpKSkhg0bapp26tSpM2fOoH/62rVrR48etSzr3XffRbYWt9udlZW1Zs2a+fPn0xBLTdM2bty4aNGiXbt2IUsPOgXobu//spQBeZk88lIG5H+xPBSQ0zSw+fPnd+vWbdmyZZGRkRERER6PJ/XG9TFjxrzyyitbt24Fb+yYZuiRH324JTqKBsSJsvTGuLE3b94WeGXE8y/u3XPAbne+994Hzz///IoVK/r371+/fv0jR74DsOrWC+jVu/uXa1a+/faUVq1aYZoZNeYvWLBgzZo11MiPlDjo0eQEvmXH9mMmTfji66+e6d1r1qxZPMvZ8wsCa9YaNujZr75YPfofo/r166fq2merV9Vt1HDV2tW84Dlz6vgTTUIXLf5kzZo1j4XUZ0VJ1o33P/yoz4CBs95/b8Om9RXK206e+J5xFY54ftjYCW/98FOirEExaysxzp36YdTzzwJRgehgakD00LBGuYVFN++lN27WYsKEiZ8tWw4EXn35lWd69NwWv/XvI0YO7D8ACOzdvad5s4iF8xccPZJw7szZf7zwoqkbQ4YMPXw4gWG4FStWdezYOSoqZuLEyf37D3Q63aZJOnfu+uSTT+3evffWrTsAoGmGyAuKJAcFBP7jhRd379zVpVPnF0b+/Z1p05cvXdYiovmF84kcw6bdu98krPH7s95bveqLsLCwXbt2qaqamJjYvn371atXf/jhh4MGDQoLCwOAxYsXL126FId77dq1WNtt/PjxSGVz//79gICA5cuXL1y4MDw8/Nq1azzPz5w584033tixY8esWbMiIiIwIADd82WvbRmQl8kjL2VA/hfLw2rklmUJghAaGpqfn48R8pGRkZ8smM8I/Edz53w8/xPiZVbBqmiLPl1cqVIlm81WvXp1WzlblSpVqlSpcu5cIiHQvXvP5OQUTTNCQ8PQuut0OmvVqpWUlOhyORo1evz8+bNI5hoSEkKVcoyafu2113bu3Am/zO41TZNhmG8OHhgyYrgGwMoiw7GtW7e+dDEl835acJ2A3MwsVF7r169PAO5kpD3Zuycr84oqDOjb88zpEwCG0+k8e/7cq6+/4eGFyW9Pe/6FFxVNNYmxeNGCpUsWMq7CL1at2L5rv6iBov8/9r47PIqye3ulk9BLIPQAgdB7770JggjyCooIAoqo9A4WpEjvnYRQRUAEKVJekJJA6D0kkF62z04vz8xzvj9OdlxB/Bk+XxHc+5or12R2dvrO/Zx2H1BUAyioIvffn4+0btbovf8M6NmlwzsD+4dVr/LhqJGSRuISU8pWrAwAQOHE8Z9bNGuuKSq60MOqVY+6cFHkhVIlgxIePaa6sWfX7qHvvidw/Pvvf3Dw4CGHw1WmTDmGYd1uDwB8/vn4q1eva5peo0atkydPezycYYAsq5qm8yxnzcgsUzoYDOqw2fd/v69n9x6KJBNVGzb0/fAtWyVBfLNvv23hEU67Q+D46OjoRo0asSw7atSoiIgIVDKYO3duuXLlDMOYPXv2ggUL0CJfvXr1Rx99JIri7Nmzv/rqK0VRGjdufPPmTYyUHz58eNKkSYIg1KlTJyYmxm63ozPGFFH2TbX711KXn8j9eOXhJ/IXjOxa5JqmxcXF1alTB0uxKaXRly/Va9RQ0tSv5n2zcMliU0fPw7Eq0b6a+3V4eDjuAhtmDxs27Nq1G6pKBg16Z+/efWfPnmvYsLFZNde3b98fftgvCFzt2jXv37+rKJKmKQ0aNHj8+DHa3+jbnzt37p49e7ATKPV2bEN38bDhH2yOjEizW3UAj8D37t372LFjd27dDilfAVnc6XQWKVbU6XZl2G0h1UN1MDjWVbN65fr1arVt17JDhw593+yXN7CADjBlxszNEdt4UaBgLF2yaPasaRLvXr9uzY7d+3QAjQDRASgIPHvm5PG2LZqcPHroWszFUyeP6Ybi8XhEWUqz2qrXqu3xeIDCqhUrJ02YyDIezA1csmjxvLnfAIVKFSraMq2qrPz4w8F3Bw8BCgMGvB0REelwuIoUKVavXoNu3Xp07Ni5Ro1aAwcOYhi2Xr0G9+49wAA51jQCBbvVFlSipEF0VVaOHz329oCBkiCCQT8b++nWzVuAwmsWC+fJymZgGKZIkSJut7tHjx63b9/GW3///v2wsDC73b5gwYKIiAik6u+++w5FZD/77LMDBw5wHIdys926datfv379+vU7dOggCMLOnTvz5MlTtWrVTp06YTU/zSpF+7UW/F9LXX4i9+OVh5/IXzCeQ9ntwYMHISEh4FWEvXwlpk2H9rwqj586ecHSxbwsEaDYNRIAxo4du2LZcjOxCyj0eb03dqFo3759VFTUw4cPq1evjhwsCEL37t1PnjxJKa1Ro0ZaWhoq4YSFhaWmppqp1IqiREZG9urVy/eR0DStWrVqPM9Pnzlj/eZNmOmmA7z99tvHjx9PSUquXClEU1SqGyzLVgmtyvKcopMmrVokpiUJPFOvdvVL0ecTEuPu3LlzMTrq8rXrDC+8P+LD7bv3UACVKN8unD9h/KcA2vx5c7fv2KMQoACCqAIFAOPm1ctjRo2QBQZA04nsYZ0AQAHuPYyrWasOAACFiK3hH4/+iOoGZviP+GD4xvUbgELpoFJxsQ81Rb14/sK7g4dkpKWPHv3xgQMHHzx4WKpU8MOH8VevXk9JSYuJufrwYTwA1KhRKy0tQ1E0Wc66IA6bXVPURg0aup0uoLBpw8ZJEyYaRAeDzpw+Y+b0GUChVMkglvF43IzL4bTb7SEhIZmZma1btz537hyOjdLT0+vUqeNyuebOnbtmzRocNi1ZsmTMmDEAMHLkyHXr1vE8X7x48bi4uCtXrsTFxd24cSMxMdF0iiQmJs6dOzdXrlym1qFZqQh+IvcTuR+vLvxE/oLxHOVnDMOUK1fu3r17mJncum2bJSuWE4DZc7+at/hbHUBEHVNFVlX1iy++2BYeQXVD1wjVDUPVhrwz+M6t2x6PZ8CAASdOnLBarWXKlFEUBfVl8+fPf+rUKUVRKlasmJCQgK+8OnXqxMXFGV69d6zgr1ev3s8//6zrOrrlBw0aNGrUKACIuhRdrlJFAsDw3P3YB8WKFUtKSrJbbaVKBkmCCBRYli1atKgoSwkpyRUqh+hgAJBO7Vttj9yqqIKiKHfv3+vas5cOMHXmrKUrVxFDJ4a2auXyL+bMAF1esvjbreHb3axEAQRRxtHJyWNHh737DlAi8W4sY7PbrRQgPjGpWvUamqbpGkl8nFA6qFRyYhImkBcvWuxRXLwiyRXKlU98nKBI8k+HDvfv9yZQ6Nev/08/HRUEqVSp4Pj4xwCQkWFdu3b96tVrGYYNC6t59+59AOA4gWJ9NoXU5JQypYOx0uzwj4d693pd14gqK1MmTY7YGs552C9mz/n808/wCpw5cwZ7lS5dunTKlCmCIMiyPG7cuDJlygDAV199NXPmTFmWOY4bPHjw+PHjeZ6fMmXKxo0bDcNo27bt7t278S5cu3atS5cuANCgQYP4+Hj8SnBwsNPpxBGYqRsPfiL3E7kfry78RP6CkS0iR7tZUZRbt24VL148T548QUFBXbp1FRSZAEycPnXp6pUegcdOaCrROI5bsGDB2tVrzPppqpF3Bv0n6sJFAOjXr9+pU6copefPn8+fP3+uXLnq1avXsmXLkydPyrJct27d5ORkVVU1TatcuTJa5+h+R4HSjIyMxo0bWyyW1157LTAwcPTo0SivSwx9+KiReQMD8gXkL1Sk8IkTJxiGyczMrFChAn6dYZiyZcvanQ5BkYPLlytSrLDNmgZUrRYakj8gd968eQsVKSyqmmrQzydOWrNho6TIFIzJkyZMnzYJqHr82BGLJdfgIcMyrU4KoEgqUDh/7uzgdwYSTQIg1CCGQQhRKRjXblxv1KQxIVkFYJs3bgrMH5A/b75iRYrOmTUbKEiCWLF8hYRHj4HCkcM/DXxrABj0gw9G7Nq1BwBiY+MCAwvmzJk7IKBA5cpVAcDt9jRs2Pjmzdt41wwDJEkhquZxM1VCKmPh+InjP2PSnMgLM6ZN3xG5HS31GtXDXrNYSgeVKl26tNPpRDLu0KGDxWIpVKjQsmXLGjVq5HQ6PR5P3rx5c+TIERgYOHXqVKwFGDVq1L59+1DetXTp0haLJTAwsGrVqvfv36eU7t+/32KxFClSpEyZMi1btkQhv6CgoMTERPO5MvPkfxemEx4J77ll1P6B8BO5H688/ET+gpFd17opSo9S4QCg6UQHEDRFNohCdVFVFK8gGmDbGKKLvCCLEpqDmpJVDk4plSSJYZi0tDR8idtstiZNmiQmJqIoqa/YuClKj8eJzTN8FeYp/VUAjgJwkogybb5CJSaXYCs2WVU8As8JLDVUXRWooQIQXdcNoKpBZaJ7BFHP0vzCOnQCoEkiCwCykqXJYrc7kaQ1VQYwDF2hBgEwRJGnYFAAh8OBVwBX41kOKGCkHLyVY2ijIw1jIT7H/UajDduK4EKbzeE9HRW966qsoBQMbsrjZtA0z7ra3t3hPOdhwacc39RbNQv50LAGn/4r4FMv4NsPBq8nbsocY5njLbPRC/wJYsZdm7f7d6UVX1L4idyPVx5+In/BeL6mKeCtfQcAQRJ1AJxUQzeVTc1ONiaQuQkhKIINYGBSepUqIfPmzbt48eKCBQvatWtnRn8pBVHMol6324279u01Zx6S2ZETl/hq9OKE3fBwwt4YZlIeMrTAOgGIqonI8aKqmSfFi4IoCwCGIvO6KqCKOOPmdVQTp1mytQCGpimm2iuAwfNs1rzpkNANZFNZlKhuqLKCtjJQIKqG2eySIAqC5D1rUw8Yc8ewqzewbBbPybJKiPHEyIComjljEB2D5b6XAz3eeGfNAZkoiqb2re/lRW42+fuJxrhY9fdEsbjJUiYxmy3hfxe+ckOCICCL/58deF8W+Incj1cefiJ/wXgOrXXwvut//S6AohNFU3lRIIb+RPcwNOwkSeJF08o0BIFDnlMU6f79u1988UXXrl2/++47s5dJQkKWXpggSE9wAPURHn9CBztLmRwA0+bN5qRP8zoqqDtcTgBD4BkADR3jACCrig4gKKoOwIrY8czQiUoNFQXgsnTZjN8RzwcwCFENg6C3WNc1XdeySs5olr4b1Q3fozGIbi5BXlcUTdN0s+U2IQalWUY5PNXBE2+AyAuaopoibjzLoZnuO4ZAox8VasGnk8oTnYHw8prtZ0xZeBPY9tSkdgBAJXbTuMe7gF1iNU17WgH+6Q2af1+95Dg/kfvxysNP5C8YzyHR6vsOQhc3djrxrTVyuJxoPapEQ/vYgCy5UwMoNs8wqGrmhZkdNgEgM9OGCVxZk48cLPbFMgzDNL7BW1kO3o4ahmHgSAIPQFYVXhSwOYpKNLOdJfX2vJIkQVNFAA2oxnIuADCAKrqhA0gakQn6GLDdKlElFoAQ9TfdRVGCjed57+kbiiJhuw48wd+wKQV0oXMeFgVZ0UA3iI5ed0WSTfuWUlAUDa83IQaOG9Be13WKq+k6Nfkbt4yOehw34B5xL+bk239I13Xs2IZLfjdQbbZre8JKxjv+tNv8d3+qT/hRnv7Ut5G8KRvwCsBP5H688vAT+QtGtogciZb6tOA0u5IDAPZs5jgOBUZ4UcCudBQg3WZVdCITzcV6FEOVVQmAiBLrctvQ+Yzty+BX40wBCqpi2KwuANA0nVLK87zpCUBnLyZVmYf3q00JgMztdLvMXuNoglNvnysDKLrWOc6DprYscRQ0hmEoACtKGgVeVnDwYRI5UXigBIcXqH8OPs24vEOZLNe6YRA3Y9eIZHq2FUkGg5pa62hJm/PYAdaMkVMKlIKm6R4PR0jWyUkSNs/VsILcMIDnRTTrTY86DghwMoPlSOe6RoiqYVgEL53pSGcYxuzsh753VVVNcXXffAVKqSAIptiL2SHNMAyzu6vZctRkLNMB8LswO7oSQnBA9sqEyf1E7scrDz+Rv2A8Rx05BlN/ExY1qKaokiBmpmesXrlq1apVbrdbURTsQzp3wfzZX305ffasOd98febieR0MlShOl3XN2hWTJo97/DjeZsvEzZiNMufPXzh/3iJqAPXuJCUlZd68ebt379Z1/d69e0uWLBk/fvy0adPmz59/6dIlk2McDgf19nU9fOSnZSuWX4q57OFYRSeiqmBlOZrmaLXrug5gEE0C0FiP06DqmjVrFE01XeuqQWVVMUCnWW22NVXkkDI1b6N0WVY1YvCChKMEb82VmR9HwNsQxTdWTVQNWdbXJY7UnpSUMm/egsWLl+o6TU1NB592Z2iUy7KK2QNIB1ijj8a3GSz3HSKwjOc3nnafW4mXHQdhAGB2Rvfu7jdmtCAIJh/7uuJ9nTHEO+gwm8H7NkH/XWAnct8HEgcKf/ytlwV+IvfjlYefyF8wskXkqqqaL1zD283dMAzkp+TEpLBq1WdMm75k0eJSpUrZ7XYKQAw9sGCBdZs2Ll6+bNmqlfGJCR6BVzQ5KKjE/PnfLFu2JDi41L17d7w5Ylm9ruvUqVe2bPnLl64BBaKBKMorV65s0aLFoEGDBEE4f/58nTp1Nm3atHXr1tmzZ7dt23bPnj0Mw5jMoSgSz7OVKldcuGjBtRtXKYBPX2xgeQ5D0oIoA/Y11xRk3Li42PLly2NkXQfA1YiBl8gQBQ9Qb4wcQFUJIYam6ZQCBVA1XdOJomVdE+w0T4iK2ezerDddFiWiaqqcZT2bM2BQoimSyOtE7d9/wCeffBoevs3pdNeqVQdT3syQuZkACF43uxlix5GBIsk4gwl0v4bkDYrmvm/OAbJsv379sHYAqR2FXHydLr6RcvO+U0ox2IHLfTPaTIvc9+n6A+A2TYO+QoUKvuK7LzX8RO7HKw8/kb9gPIdFjua4uT4GrQVB+PLLL7/99ltcc/jw4REREQAQHx/ftWtXAyiqr7M8RwE2bNj0ySefUgqGYfz887EePboZBjGoqmmKIHAARmho6KRJU5YvW+1hBEwrK1my5N69e4cPH24YxrFjx/r27Wt69e/cudO0aVNBEJAMKNUVVYi5crF9h9YARJI5UeQBDJ0aZjRXJ0A0AArUAFXJ8ofLsphiPvy1AAAgAElEQVSWllahQoWseLymoqHpk6ivY/4aeP3zyNzUa+Wjrx4/ogCcwGNCgKxwAJokswBE0zQMHCiyrhMACt4cdcPpygTQGI+jZcuWd+/EUgNsVlf1arVkiVADgAKuTzTAf3EeIYqi6QZHo9lkZZODkbMxzp3lkKCGIIkUoEatmmkZ6eaJUJ/wBPXedJOKcHemtAA+IaZErqqqyOKYGK9pmq9QP3hTGcCH3c0ZUw8uMDBQFEX0tPuuoCiKrus4PjAHDU8/ov8o+Incj1cefiJ/wcgWkSMxYIQVlyCpm69yfLdKktSnT59jx445nc74+Pg5c+YMGTJk8ODBmJHOMOz0abN37viOUiCEWK3WwMD8FDSiywBEI5IkCWFh1X766WiTJs2cDg/RwO32NG3adNOmTUOGDAGA6Ojovn37oh9eVdWMjIzatWvDr8yheFhHwUJ5LK9ZAgJzW21p9x/crlIlJE+eXJUqVf766284VpIlUqliaN83BgQGFDv3S7S3uMu4ceNGjRo1atSoYbFY6tWrd/PmTTy1ESNGFCtWLEeOHLVq1Vq4cCHDegRJbNaieb6A/PkDA1q2bmVz2CVFTstIb9i4UaEihYNKlwrfFkGzkv50AMXhTEtMigurUTUgICBPnnwjhn9kzXTJkn5g/6Gw6rUtFkuFimWuXb/kcmcM+k///PnzlyheetnSVeXKVsqfr2CBwCKTJk7bHrkbifzTseOJBqxHZNx8m9YdXC5my5bwGjVqFC9evFixYp06dQIARVFatWr14YcfWiyW6Ohom83WoEGDAgUKFChQYPLkyYIkajrhRQFTB/q+2c/ymqVw0SKXYi5TgG49uucPDMiRK2fvN/okJicJkgjewYHNZktKSgoNDQ0MDKxZs+Z3330HAImJicWLF798+TIAzJs3r23btthedsiQIfny5StRokT//v0Nw3A4HE6n8/XXXw8KCipUqND06dMB4Pjx423btkV5gNTU1MKFC4uiWKdOneDgYIvFQghxuVytW7e2WCwWi+XDDz/Exw/HB+YY6w8K2/4J8BO5H688/ET+gvEcFrkgCJcvX27YsGFkZKQkSS6Xy26322w25OmNGzdWrVp1zpw5PM+rqjpmzJjatWtHR0ffvHmzdu3ax44dA4C3Bw7+bs9+3JqqqkWKFFJUQdVEVRMBiCQJoaFVPB6uQ4dOaalWSdS2bdv+/fffHz16dMiQIZqmnTt3rkCBAk2bNm3WrFlISEjJkiXj4uJwa4qiABiC6Dl3/nS79i0BtLT0pIDAPLdv3xQEzm53BgYWjI9LdDnZXDnzHz1y0mH3eBgBvdaEkHv37uXNmzchIQEAfvnll3LlygmC8MMPPwwePBgAUlJS4uLiChYs6OHY6zdv9OjVE3Pgb9257fYwxNDLli93MTpKkES3hylXoXxaRjoxdAoGBRlAmTxl3IYN6zACfe6XaKBgs7rz5A7ISLdLkhQTcylHToubyXQztkqVKt27+xAopKZk1qxRlxpw905si+ZtDB3S02xt23TcuiVSJ/DgfvwHw0Yqila8eEmHw6Fp2qNHjwoVKhQbG5uWllaxYsXIyEjsbdOsWbPvv/+e4zjDMN55552L0VHU2zAecwBLBZdOTk2hAB9/MmbchPGCJCqa+u3iRe06tKc+NX4ulyswMDApKQkA0tLSWrduHR8fr+v6xo0bmzdvHhcXV6JECTS4169f/5///AcAWJZds2bNrFmzAGDEiBETJkwghDgcjsDAQIfDkZSU1KBBA3z2kpOTq1SpAgAZGRmBgYE8zyuKMnLkyCVLlqBT4d133927dy9u3zd1Dj0B/1hq9BO5H688/ET+gvEcWessy06dOlUUxdGjR5cvX758+fLt2rXD95Tb7c7MzMzIyBg8ePCMGTPcbjfDMHa7HU20tLS0li1bapo2ZMh7URdjDAMyMzN1XS9WrAiWoiGRAxgVK5bPzLStXLl69ar1AFCjRo3U1NTdu3cPHz6cEHLy5MkhQ4bcvn07ISHB5XJNnz4dOcNrmRkA5Nr1Sx06tna6Mv975sRbA/rqumYYxDBg9eq1Yz8ZBxRy5sjncnIcK6PvWJIkRVHi4+MbNWqE4u2GYTRq1OjixYsAwHGcKIpxcXEjRozIlSsXLwr3HtwvXLTImLGfPIyPwzK2q9evde/ZA33RvCgcPPTj0uXLKAAxNACF6MKy5d8WL170m2++SU1N5zlZJ7B507aBA97x3gqjb79ePx3Zrxty69atExNSGTefmpJZvFgpnpOJBm1ad7BZXed+iYrctmvoe8OpARPGT7l29RYAcJygadqlS5fCw8OLFy9utVpZlq1SpQpWclut1sqVK+MAAgVxW7Rqif5/9KInp6a0bd/OarcZQCtUqhgb95ATeJ0aNoe9arXQlLRUvD6EkNTU1LCwMBQGUFV1/fr1X375JdJ8jx49cufOff78eXx+qlatmpGRYbVaAeDRo0d169YlhISFhd26dQt19dPS0kRRPH36dPfu3Xmep5QmJyeXLVvWarVSSkNDQ1mWdTgcJUuWxMwMWZajo6MHDBiAZ+FrhfvG8v+B8BO5H688/ET+gpFdi9zj8aB5hIJf2AKcYRikagBAdyjP82XLlsXVMDRLCImLi6tRowYAjBkz9tSp/6LCid1uL168KM+zgsBRqosiT6levXrow4fxjx8n9urVW9dpcHAwIWT//v2ffvopAPz000+vv/46Hg+6BBo0aJCSkgJZQw1D1cSr16JbtW4GQA4dOjhy5AiGcQEYoihfuBDVqVMXWVbDqtdOSc7QCWgqNdPH4uPju3fvjsFmSZKw97bH48mTJ4/FYlmxYsXt27cLFy6MJW2p6WnTZ84oVqL4azlzHD7yU9SlaMtrloKFCxUsXKhAoYL5AwNGjh5FARRNNqgCoBhUSUh41Llz54IFC+fMkfdRfNKypas2rN9iGMDzPMO4Zs2eum79cklmw8LCkhLTdAKMm2/apKUoqEBhe+TuG9fvTJs6i3HzXTr3QL+6wCsAUK1aWKFChQYNGnTp0qWKFStevHiR5/mQkJC4uDhBEJxOZ44cOYoUKVK0aFGLxRIUFPR6n95I5HgiaJE7XE6G9RQoVNBUweMEvlRwabvTYcbaExIScuXKlS9fvkKFCuXPnz9nzpyLFi1CYp4zZ07BggVjY2PxLuTKlaty5cqBgYFlypTJmzdvuXLl3G439toxb5wgCA8ePGjevDk+HjabrVixYvhp7ty5MXUuX758QUFBFoulXLlygYGBrVq1MqVk8e8/v9+5n8j9eOXhJ/IXjGwRuW9hkpmyZHJ8z5499+7di/MMw+TNm5fneYx6Ii/euHGjffv2HMetXbt+xoxZ6NBOSkpq0KAeJnXrukaIKklCaGhoYmIiAHTo0Gnq1Onbt28HgAMHDrz55puCINy+fbt9+/ZmZTOltFKlSlhAZRiGokgGVe/dv9m2XUsP64yNvV+2bLAo8rjyyJGjt2wJ5zghb55Al5NVZMObgq4CwIkTJ8qVK4cK5E6nM1euXLquL168GHtyY7eY4OBgXhQeJTw2k8W+37+vT983YuMe1q1fLzU9DYVoHicmeEVqDVUTADSnyyorPL7Tx4wZu3jR8h3b9zRt2hzDAYSojZvUP/zTAd1QmjRp8jD2saZSjpUKFyquyDrRIC3V2qvnGy2atwEKu3buXbJ4xY8Hj4iCev9+bPHixUVRdLvdVqu1bNmysbGxlNKSJUuaMnmlSpVyOp04orLZbKnpaaYAH5YI1mtQPy0jneW57j17nPrvaYb1yKoS9yi+fMUKKtHMh+TevXulS5cGgJSUFEqp0+lMTU3FTIigoKAffvihcuXKLMsqitK8efMzZ86gSI7H43n06BGltEePHrt27cKGdV988cWsWbPu3bvXpEkTNKlPnz5dtmxZ7IhTuXJljuNkWQ4ODr516xY+bwkJCYZhoFPdzMzAZ/Uv/lX8pfATuR+vPPxE/oKRXYvcbF4CAHa73bcq6ciRIw0aNDh//vyJEyfatWu3c+dOWZb379/ftGnTs2fPnj17tnPnzjdu3AAAjuNy58598ODB8+fPFytW7NatW6mpyYZBKNUBDFmWa9euHRcXJ8vy+PHjc+TIkZqamp6evnv37vHjxwuCcObMmRYtWly7du3SpUsnTpwYO3Zsly5dzApyAEOU2Hv3bzVuUh+AKIrUrVuX4cOHx8TEfPvtt0FBQWlpGRwnlCheWhI1TaU8J1utdjyFpKSkMmXKDB069NGjR3369Pnkk08yMzN/+OGHsLCwM2fO7Nixo1GjRvny5bM7HQ/j4wIKBJ6/eCHm6pWmzZt9u3iRTo3xEye8+Vb/i9FR4dsiylesgCn61NttZfmKxa1aN4uOjj5z5kyZMuVu3ryt67Ry5aoTJkyIibk0dOi7g/7zFss5JZlr3759Skqaw+HiedFiyfHoUQIASJLy5ptvLVu2gufFzExbQEABjhMEQVIULV++fKdOnYqOju7SpUu5cuWio6OtVmtoaGh6ejqOt1avXl2tWrX4+PizZ8+GhIRciLqoaCompUuK7OHYps2bbd+5Q1LkSzGX8wcG/HzyxNlzv1QLq7556xa8phkZGQBACOnTp8/gwYOTkpJ++OGHQoUKJSUlqaparVq1gwcPAkD79u3Xrl0LAI8fPy5YsODx48evXr3av3//KVOmsCy7ffv2kJCQCxcuHDt2LCgoyDCMhISEIkWKbNu27fDhw/369cOGtrIsFylS5OzZs7quh4eHV6tW7eLFi0ePHm3SpMl3332H2rFHjx41n1tTsuZ/9zP5/4GfyP145eEn8heM7BI5qneBj34nroDGenJy8uDBg7t3756UlIQ1Qpqm3blzp1evXgMHDkxPT8evC4KQnp4+YsSIDh06XL9+HQAIUTGMzfOsrutvvfVWWlqaYRhJSUn9+/fHAO3JkyfnzZvHcVxMTEy/fv26dOnSrVu3d955Z82aNVhSJQiC192q3bx19eu5c3iBIUQFMPbu3dulS5clS5YQQnSdqirp0/vN5KR06qOXzvP8gwcPZs6ceeXKlc6dO//yyy94Uoqi/Pjjjx07dty8ebPH4xkxYkRaRroBFPPduvXojsneiqZyAn/23C9vDRzwwYjhmTarKEtokYsSC6BJMnfmzOnXX399wIABsbFxqNHm8XDr168fMGBAePgWxuMAILLCDx8+PC7uEQDIsrp27fo+ffpmZtoA4Pz5izdu3AIAq9V+4UIUtpaRZfXevXuDBg0aPXp0UlLS9u3bV65cSSkdOHCgx+PBTH5d1+Pj4zt16tSjR4+UlBRNJ6ZFjuVnl2Iu936jz+27d1ieS0hKfO/9of36vxlz9QqW2Jm2L/49dOhQt27dhgwZ4nA4BEE4ePDgxIkTeZ4XBMFms/Xs2dMU3B00aFCXLl3Onz+P+WiEkNjY2P79+/ft25dlWby8iYmJ3bt3X7hwodVq7dGjByFE1/VDhw698cYbmqZxHJeYmNizZ89+/fo9evSI53nDMK5evfruu+/quu6rDvuPfT/4idyPVx7PJHIMwZrJMhEREVij4sdfiCfefZRSVVU5jsPa3507d+7atQt8lLf/YDu/CyObeNZ2sr998tTku336xOT7KfECJWB/H9TIzkQMqhpU9T2S3z/mX1czDAP+/PTMw3zW/cre8T/zvmT3PpJnILvb/5/8GP4HAB+HgSzLOBLasmULit+ZK/jO++HHSwcAQGVlTdN++eWXrVu3Il9YOI5D2kCr7ubNm/j0/40jjH8F6FNmge5VLweA77//PjIyEryVu3/3wf1/wXhq+itBszn92j3lj47E8Fntf4vsH78fzwMME4BXKQ8AdF33W+R+vGLARohIHJcvX0bWkGXZgh87nc7MzExN065fv/7999+7XC7Jj78Uoihi6zB0SqPECsMwLMsyDHPw4MHdu3ej6ArHcZTSZ21HfgaevWfBOyEUnGRZ9U4I0Tv9PsRnILvHqfjgWev4QpDEbE0+5/ubSRT5Z0x/zXk9++r//nGKsvS7U3a3/2eu85+55tm9Dv80gFekyOPxIHO73e5t27ZxmN0gSZIkvXQn5YcfT0CWZZ7nnU6nLMunT5/euHEjMrhF13VFUWw2G1Y04bwsy5wffylYluV5Hmnb4/HwPM9xHFYJAwDDMOnp6ZqmiaJot9udTucfbOd38ew9e3wmwZxYlvdOCMY7ZXf7z3mcz1rhSfBctqbfnu+fmf7i83py/Wwef7a3/z9e/2WB2+3OyMjgOM5qtRreLBOr1Yo/N1znlTlZP/61wKcX3edRUVEYI1dV9ddkN0VRPB4PJsU83fbYj78E6Dk3XzS6rvM8b4p5ybLs1TB/pjPwD2Inz8BTrmaapXxODaDU3KBOQaP0mbHe5zjT30W2I6/P41rP1vTXnNcz18/ulN3t/4/Xf+mAD5ggCKaD3fy5vXon68e/DYZhYC0JAJw7d27Dhg243AIAoigyDINNkc2n/P9+w/qRTcBTRG62oUR3iMfjMUk9uxv/o0y0X5O/wDDA0MHQn0HkoP3BwT/rwXruJCnf7fzBStmafi/5jhgGyS6R/2XJX884zmcluz1rM9k9nmed11+1/j8N4B0Hy/KvDetcLhfm9+E6L10Gnx9+PAHwqWa6ePEiErlhGBakE4Zh8LObN29u2rQpPDx8mx9/NSIjIyMjI8PDwyMiIrZv375t27bNmze73W6WZXfu3Llt27Y9e/aEh4dv3Lhx3bp1f7yRp/GM1cO3bQvfFrkla2bb9m3btm+L2LktYlfktt2R23ZFRu7wbiAicvvWyO1bs7n9bVnbzJqedZwR5vTECtu9eNZ+IyK3ZWv6zYmbp29OvsufXvNPTNm9Ptk9/uxu/1nrZxfPvr8vByIiIsLDwzdt2vTDDz+kpaVhX7gjR45s2bLFfJvhOhEREX+8KT/8+Mdi8eLF69at++mnnzIzMy9cuBAZGZlF5OjLdbvdKNd148aNnTt3chz3rOQXP54bZlYR5iyIooh6qwCwZcuWffv2cRyHpQWGYTxrI3+QBPGsNKbfZrGpskRkiUiiJomaJCneDTyRE/fnky9USVa9f5+VnOWbdPabE/k/k7melRT2fyWLib+ZFP73MuCePDbf6ckteCef7/7mryiK3tQ537/PTGqTFPn3p2ze32det2w+P9ndzj8NHMcBAMdxdrudeh0M+CrD9FJRFAVBwPmX6Lz88MMXAIBS0JTSqKioTZs2gbeO3NA0xeNxCwJnGOT+/bvh4VvQFSnLoqJI6IHE3tWSJKALy3QFE0Jwnvo0V8BQvOkEMLtZY2EV6j5iMB59y6aEGaUUPWOyLFNKzaJqeCXiW3o2BWEAAPPYKaUsywKAJElY7i8IAoZJOI7zvex4xXA0AACKouDWsDEXZBXnZB2G2+0xLyl2ywAATLgD723SNE3TNPOy493BveN90XTCyxIF0NAzDID64SrRiJHVNluSJADQNUJUDedlbxMtfP+qqorPDPWpvkNFdwCD51nUVdU0BR9XlJjFR9RUnMVH1NdxqntlTBjGBd7HEv+alxr7mlNvR3BeFFCYhRg6iszgCizPGUAN0DHnQBR5SebM/AODqrqu4TzRZUp1AILH+Rc9O378KRh+QRg/XnXIzxCE+X0ix7cnvisZxqXrmtvtTEx8fOfOHbvd7nK5vO9ZYFnW4XA8wVJOp9O3GB17XxJCkH7sdju+yhmGMVnNDG4pioIL7XY7buSJIMFLiuwSOb6DTA21pKQkQog5MGIYJj4+XtM07K2CWt+iKD569AjnHQ4HXj2n0wkA6enpyJoAgLmN4NWfwb6omZmZd+7cSUpKSk1NRfV1k9FjYmIEQcCnB7tjMQxz69YthvUQQ9cBRFVxehgdgJNEJEIKgNLqDodDkqTMzEzOw/pqrUveGnrzshBCRFF0u92CIOB4heM4fCzxUTSHlZIkABiiyOMQU1VlXK5pinmCuBdVVVH7zCzKIIQ8evQIr4mioEI74F8KwAl8WkY6noJKNOyGrmgqBcDO4gzjAiA4GVTlBUYjEs7rhoK93nVDASAUND+R/83wE7kfrzyyR+T4ZiRENefHjh0TElKxdevW1atXr1u3btmyZS9fvozEPGbMmCtXrrjdbtyB2eUQHchPND0URXHz5s0ffvghvmF981NM4898uauqqmkast2/isjxwoqiiBbk6dOnCxcubI5vzpw5U6BAgbp161auXLl///54kefOnRscHFyvXr2KFSt2794d94XbEQShYcOGUVFRyOW6j+ImrtC/f/+6deu2b9++YcOGwcHBjRs3xkHAyJEjmzVr1qpVq7Jly6LCq8PhGDhwYOXKldu1a1e5apX4x48IUB1ANXQdwCPwTrcLSZEXf3XM9OvX786t24rXQwwAsizjmYqiqCgKMqt5SL179z5+/LimaeZo0pxBFvd43KZdblrtDOOilOKmzKRlSilGTFVVRR81NmvBHRlATZ7mBJ4CfPzJmMTkJAPorDmzt+/cQQHcHgaZnhg6gGG3WwEMwyB4JOgJwB8LHo+uayhlT+nLpe3z0sNP5H688sgekaO5Y74lJUn48ss5u3btwAbSABAbG1usWDGGYQzDMH3pCNMWRCBnIGGgHfb1119PmTLF1yeML1kAQI+66Uw2Of7fRuQAgAMdAFi1alWVKlUKFiyIhAQAb7755tWrV7EMvXHjxrGxsZIkBQQEgNfobNq06Y8//mju7qOPPipRosSpU6dwCV5qp9OJe0xLS8Pl+Ijky5cP/eqPHz9u1KiRzWZTVfXUqVN9+vTxeDzp6ekVKlTA9fcd2D902PuSpro5VgfIsNt0APSro1NakiTqVecACkT91UuP/Co9JSaPMZe+ffseO3YMAAhRZVnEB1JVZVWVzZElyzIc50EznVId7XKzWTs+gfjU+cLpdBYoUIBlWTx37DFqTnano1yF8nangwJIiswJvLcdCyiaaoDps9cFgdM0zem0AwCGnACQMwzDwBHGP7dv96sKP5H78coj2xa5qsqiyJvvzc8+GxsRsRW3hczdr1+//fv3a5rWt29fbJGEPZfy5cs3cuRIq9WqKMq4ceO2b98+cODAgICA6dOno+21c+fOcePG8TxvtVrHjBlTqFCh3LlzT5kyBfXn8ubNizFdQsi+ffvmz5+P1P6vInJznVOnTg0YMAAAAgMDcVhjs9kqVarEsiylVBTFoUOH4u1MT0/XdR2D3GPGjDly5AiqB1y8eHH27NkDBgyIiopSVTUpKalo0aKPHz9WFCUqKio0NBSbcODrr0GDBocPH8ZjmDhxImr5greNR3p6+qVLlzp27KjrOsMwV65d7d6zB8NzOoBMNLTIGzRq+N+zZ6qEVg0sWODIkSMA4PF4GjZs+ODe/VkzZg4bNszhcLjd7vfee2/cuHGiKNpstm+++SZfvnxVq1aNjo5Gn0GnTp327NmjKAoOKFVVPn786NSpk7t27dysWROeZy9fjm7atHHBgoFTp062261ooE+fPtVisRQuXHjOnDmYe2G32wcOHJg3b96uXbseO3bs0aNHAPDaa6+5XC6Hw1GmTBm0wm0Oe3DZMrKqDHnv3bz58+UPDLgQdXHDpo1zvvzC6XYJkjh1+rRCRQqXCi69fft2RVEEQerevfvZs+datGiRJ0++mTNnejwcAJiPp5lw8Pc8Wn4g/ETuxyuP53Gt+3rXJ04cv21buK7rmN8OALt37546daqu6927d4+Ojk5JSalbt+79+/cJIXv37t27dy8hZNasWTlz5nzw4IHH4xk1atRHH32kKMqyZcvmzJnjdrubN2++e/duSZI4jgsKCrpy5YokSWPGjJk3b56qqjzPN2nSJDMzE/59Fjk2U8FLjbm4BQoUwE/T09PLly+PRC7L8p49eyZOnMh6e5arqurxeEJCQpKTkymlhJBWrVqJoti+fXv0jWdmZm7ZsqVjx46SJJUrV+7y5cu4O0LIjRs3atasabVa0UR+7733du3aNXToUIvFMnToUHTGaJrWvXv3BQsWLFu2rHnLFlevX9MBWFEQFFkH4GWpRq2atevWcXuYG7dulipV6u7du5qmNWnSJPpilEH0ihUr/vLLLzdv3gwJCVFV1TCMVq1aff755x6Px2az1alTJzk5mWGYgQMHRkdHAwD6qCVJ2LNnV0hIxcTEx4LA2e3WihXL3759U9OUtWtXv/POIIZxHTx4oGPH9gCgKMr8+fPj4+MdDkeTJk0iIyNZlo2JiSlRooTdbldVtXjx4oqiZGRklChRQlaV5NQUChBavRovCqIsVQypxAm8rCqzv5gzfeYMA2ibdm1XrFqZlJKcnJpSrFiJ2Ng4QZBCQ6u3atUmI8OakJDUokWrK1euaRo68gEAMKNQ11/ix/VlhJ/I/XjlkT0i93jc6KvE3pQAxuTJE9esWYU/EnTwHjp0qF+/fgDQpUuXgwcP2my2YsWKrV+//sGDBwBACFFV9ZtvvsEGyQBgtVrLli0LAIsWLRo3bhwAUEoZhmEY5r///W+PHj0OHjzIcVxycnLdunUJIUlJSc2aNcOj/7cROcKMPrhcrsKFC6PHWBTFWrVqofdbEIStW7d+/vnnSL1Wq1XTtD59+ixbtgw985999tmePXt0XX/jjTdiYmJwtbS0tNatW7do0eKLL74wDANd9IIgDBs2DC1OFPurVatWmzZt7Ha7oijr1q3r27evJEl2u7179+6jR49evHhx+44dDh/5ycG4MUbOioJH4Nu2b/cwPg7Tv6Oiojp16gQAYWFhycnJsizfvXu3TJkyAQEBcXFxmJBfvnx5PCqXy7V58+b58+erqtq7d+/IyEhCCEajAYxTp040bdoYI9DTpk2ZP/8bl8uBUfMaNao7nfaoqAulSwdt2LDh8ePHmKYXFRUVEhKC3b0EQZg4ceLMmTOtVmvx4sU9Ho/D4ahUqRImq7N0q3sAACAASURBVDtczgqVKsY9iqcAQaVLcQIvSOKiJYvnLZjv4djiJUskJidh1P/SpZjateprKm3frvPpU7+wHhEoDH5n6N7vDmgqpQZoKgWa9fdlflpfSviJ3I9XHtm2yNEYwioaRZGmT58aEbEVjQ78u2DBgiVLloii2KNHj3PnzgHAsWPHhg4dGhAQUKZMmb179xqGMXbsWAzWyrIsCELBggUBYMOGDZ999pksy5s3b65cuXLFihU/+uijevXqHThwAAAYhilXrpzNZvvqq6927NhhSs79q4gc5ymlGGZ2Op2FCxfGryckJFSoUAGvhiRJCxcuXLRoEaWU53lK6VtvvfXll18CgNvtvnr16siRI3FTnTp1unr1Ks/z6J/fv39/YGDg9evXUSYW6wBLlSqVnJyMe9E0beDAgWjOAgDLslWrVmUYZs6cOatWrcIRWFpGemj1arwsadTASQeoXiMsISlRlCUD6IkTJ7p06aJpWp06dW7cuIFbrlmzZv/+/VmWFUUxIyMjb968OXPmzJMnT65cuSwWy7vvvksI6dev35kzZwghlOqU6pqm7Nu398MPh/M8q2nK5MkT8+TJ9dprlpw5XwsIyGexWLC8e9OmDT179syZM2f37t3j4uL27NkzYcIE88k5cuTIwIEDdV0vVKgQwzBut7tEiRIM68FEtuIlS0iKbAAtWSqI5TlNJwsXfTttxvRbd243aNSQArgYtwE0NSWzapUwokH1arXu3okFCoqsj/n4s40btmKYHSmcaAAUDH/S+t8LP5H78crjj4icZRlR5CnVHzy4Fx6+BdNuMY1I1zWWZQCMqVMnb968EbOTRFEkhHTu3PnChQuGYfTu3fvMmTNY9YSlTXv37g0ODk5LSxs1atSqVasAAAOWVapUAYAlS5ZMnDjR4/EUKFAgIyMD+4C1aNHi2LFjKFO6cePGpUuXtmnTxuVy+WouvtTIrkWOiQiEECz9KlasGJbX8zxfoUKF5ORkNJ0//vjjgwcPAgDDMKGhoeHh4WaW3PTp0/Ply2exWHLnzm2xWAoUKLB//35UESlfvvz69et79eplJnXHx8eHhYWhoY+HsWLFihkzZqBXQJbloKAgjuMGDhx46NAhPB2W5ypVDuEk0SPwWHumAzRu2uT23TvIfLt27ULXS2ho6P379wVB2LVrV7169dq1a7d//34AyMzMLFKkiKZpqqpitjkG7Hv37n369GlBENAh5HTaDx/+8T//eZvnWUWR1q9fO2fOLBxrKopEiCoInKYphKiyLFut1unTp/fp0+f69estW7Y00zM/++yzpUuXut3uIkWKWK1Wl8tVqFAhluew5L10mWCn26XppGjxYrwo6NT4+pu5M2bNTEhKrFCpIq6maOovZy+2ad1BVYyGDZrGXL6uExB45aPRY7duiUQil0QNKOgEgPpd6383/ETuxyuP7BG5WaeL3nVR5GfMmLZu3RoA8Hg8KSkp48aN69y5M266a9euJ06c4Hk+X758jx8/BoBt27Y1aNAAACZNmpQ7d26Mznbs2HHLli1Wq3XlypVTpkxxu9316tU7c+YMAHz33XcWiwWbsomiGB8fX7Ro0X79+mHSkBkAfqmRXSIXvbrrWNGXO3ducyOrV69+//33KaVXrlwJCAiwWq14McPDw819Wa1WSqlhGMjNffv2PX/+PBrfXbp0mTZtmiRJOINfWbFixejRo8HrBsBYe968eRMTExmG+eSTT2bNmkUIuX//fvPmzW02G8uyi5cueb1Pbx1AByBAnR5GNfQmzZrWqVfXw7FpGeklS5aMjY3VNK1hw4a3b99OSUkpUKDA3bt3bTZblSpV7t69CwBvv/32xx9/zPO8oih16tTZs2cPALz++uuYKGcWnh0/frRPn9cxXv74cXz16qGHD/8oivzx40eLFCkEYGzatKFduzYOh0NV1Q8++ODLL7/Udb1q1arLli3jef748eOvvfaa2+2WZblEiRKCIDgcjqZNm36/f5+iqRMmTQwqXSopJVmnRoNGDaMuRatE27Fr59jPPqUArdq0HvvZp8TQHzyMLV26zKXoq7JEWrdqf+rkWSTvYe9/uHbNRlFQTQqXJeLvLv73w0/kfrzyyDaR+1boYtZ6gQIBFoulaNGilStXjoyMROtQkiS0nzwez6VLl9q2bWuxWEaPHu12u3menzFjxsqVKz/99FOLxbJjxw6klq1bt06aNEnTtB9//LF69eo5c+b8/vvvb9y40apVKwBgWVaSpMaNG6Oh+URt28uL54iRY1I3ACQmJpYuXdrpdGJ6OcMwkydPtlgsdevWTUpKMgwjOjra8lugI8S8er169bp79y6l9NatW4GBgVjoJUlSkSJFHj165Ha7p02btnbtWvCRakE1lQ4dOuTIkWP79u2mCtuPP/6YP3/+MmXKLFuxnBcFUVUYnmNFQQcQFLl8xQqXr8QUL1miVHBpfODS0tIaNmx4/+6913v2WrZsmaZpkiRt2LChcuXK2EN6+fLlhQsXDg4OPnv2LADIsvzGG29cuHDB6XTigJJSfceOyLfeelNRJAyNx8c/HDCgv8Vi+fTTT1JTk/EpXbZsSZEiRQICArZt22ZK4H377bcWi2Xw4MEZGRk8z2N9ndvtVhTl2rVrdevXCyxY4PbdO5UqhzhcTmLoR48fy5Und+SO7fMWzJ86fZqLcVOA9Rs3WF6zNGzc6Ny5C4QYqkpq16778GG82+0BgE8//fzQoZ9kWaVed7qi+PPVXwD8RO7HK4/sEbnJ5YZB0CpSFEkQslqiAoCqqphTrWmaLMtIQvgXneG4GpYwYXEwAnu0mIXm+BWWZQkhpvRbampqnTp1TPUSk1peamSLyLE63/Dpk2bqsoFXrI1SiuJ3KLD6RAtUVFxBb7x5YSmleNdQIQ5D5mj64ytPFEVKKaq+g48ELLrrsSwQj1MURU0niqaaajCcJIqq0rxli5u3b6FrneM46u1MJQkiUMBxiQmsegcATIPAUzYlhQGAENUUbuM4jxnrwcfStzwyMzMdIMv9gFtQFAVLHgghmNBnBh3wFAghBlCsEdd0YgBFfVnMgMOJYT1Ya56emYFF4ngKmqZxHGq+SgDgcKC6ETFr4in99Y778ffAT+R+vPLItkWO0UfTNPdOAKjvAQBe1vHVc0fOxuWyLE+aNGnWrFm4MnYlwnksOTOVsQkhmqYhZ3fr1i1Hjhxbt27lOO5VehVmt/wMV8ZBDF5wSZKQj3VdT05OxjWRukzKVxQFh1BYUYYL0Tnvq9IDABkZGea8KIpI7WaePPhIteNoABc6HA7zCLP6fGiqRg20yHWAOvXq3o99gLrr2HgjS3OXgsvhNL39+CRgEj48VXKNZKmqKjI3w7gwYwMtb0zDxMlut8qyqKoyasL4agLivKZpOCbAkZDb7cbTxCNBNVnMsUf+FmUJw+HI4kjnxNBR/Q0AKNUNw7BaMwCA4zxe+TkAMFQVhx14yf2pbn83/ETuxyuP7BG5aeioqsyyDL5GRZH3JVeO4/B1bBqRuPwJvTDwKaMCn9AvACB5owVvbtbj8ei67vt+fzW869l1rZsmuHn6xAv8F78OAIqi4DrmAAtncEe+V8/lcpljKURmZuYTl5dlWY8H+QmecKWY28ziQmytDeBiPVhNnmG3yaoiq4ooSwzrAa97RtM0g+gYNja77JiCBHgADoeD53mT0b3Z+1mip2YBhZm3gYKDTw80UZHePE7fgkkT5ssdLXJTbt3pdiF5ezjW/MhXdNbtdj61x6yfie8IgxDVOwj24+/Dnydy+gxkd4//tO28LPv147nxPBa52aYCVd7wxYSvZvPNqOu6bw80LGcyPwIAbPthrm9+apZCAQCqdaKdhILY4KX8V8OvDtkkcnOEZBKbaUArioLXEB3sT1wf8/I+wcG+yf8YDTFfebg7FL2nlPoyPaUUvd+6F7hZDKagzSqqCtriGCMnhm4ARRMWDybrjGSFqBpGAXwHcxjM9rVfscuk98BkkyyxekJRJJPRzU/tdquqyrqeJQFrZkeacX2MGuBCzGPPcgngcYoCUrWvgU69ndxQbh0/AjAE0aOoAgCRFR6AMB4H0WVB9OC/OOmGohHJT+R/M/xE/rLs14/nRvaIHCncMIimKeY8IWpW80ofs8k0HH3D5ACA8VGkmaxGll7hK+rT8xRtR9OyNMW3kTZMB+zfdZX+h3iOZDfwDpjwKum6jhxmci0GaPHeoAlIqY53hOd/dWkgTwMAx3H4qXlJ0bZ+wiliGIY5IDDXNIPZ5lBDURQDKAGq6UQ1dLeHoQBYhK1oKjGySuGzOo9JMlrkuC9kdHO/pqfBDGNjtB5PzuyBhqNJNHwxZO5L54oiUW8jVEopHiduFheqqoqnb7biRSLH1inE0DEcTgwdTwFJHcME3qEJi+1KZYUHMLwtzrIamBoGMSga4sSbaOLH34f/IZE/45P/NZH7NgLwORLjt4ueWuf/e7/Z35IffxOeReSAMl743nzw4EF4ePirFJn+5yC7RI5UiuuIolimTBnDIESXKWhWq3Xnzt0hlUKDSpY9eeIMy/KEqAAEQGM8DkLUL7/8cuOGrToBAMAMMpfLNXbs2KNHjxqGcf/+/Zs3b+IhmcSJYWlMkUOBWFwuiiLqlqOb+tChQ4MGDTIPz+12UwBVVd0eBrwqAiZD4wjD93QYxtW5c8f4+IdmE1JNU2RZ5DgPar+YKZbYTAy/Hhsbe+/ePQD4+eefUUyQUoqDG4zOAIAkSX9XWNr403/9+FvxNJH7xoOwEwEAaJp28ODBKlWqWCyWFStWYHaI0+lcvnx5iaCSBQsXmjJtKr4STYYksnLvzt0+r/dWVVUURQy7yKqSkpJSo0YN/PrOnTvNJEoAkGUZDRL0D2FKEHi9RCzL4qOLAaZSpUrhe9h34K5oqkiIoGkEQFBkAKAGAWpoEs+6nEAN1uOWJIkC/HTixOtvvqlQ6k3joGbjRHREmSmxhmFIkiQIgqIoBw4c0A1gPFyNmrUTEpMNCqKkUABekHQDdAMM+usQwaBg+Pn9HwA/kb9gZDdrHbzdwFwuV6tWrQIDA9HUEyX2+PHjnTp2czm5jHRH8WKlr169rmmKy20VJQ+ARkH76KOPDh86JvAKZlMDgKIoSUlJuOXhw4fHxMRgRjd4bWvwvmLMYgGXy4UsDl7HgK7rhw4dGjlyZJY562OsY5o9BllMh4GpE4dLbDYbgFG/ft0HD+4pioSucvD2Fwcw3G6nrmv4b0ZGGoCBtXZTpky5cOECy7I//fTTgAEDMFcO8+1VVTVPxI9/OZ4mcgDARFpzHU3TLl++XKFChcTERE3TGjVq9N133xFC1q1bN2z4B6IsxT6KHzdh/KQpk4ECy3iAgq6oQPS4+w9qhtXIYmWB1wEUnYD3IU9MTGzTpg1460HQcYVuRfA6xszxMQbF8EeEdRABAQFmGqkkSRig5AReARB0KmiaTLSMjAxZEkBXQZOBEsZhBWpwnEc16C/R0V379OV1QgGyhiAAAIB6Ccjo2ELJLCzSdT0oKMjhdFOAxk2aXbgYrRGD6BSXEJ0ikZtc7ifyfwj8RP6CkV2LHE3M2NjYMmXKrFu3rmTJkjzPutw2g6q1atWyWV34C9v3/Y83btwCMJDFna5MAPL+++9v3RL548EjCxcuSk5O5nle1/UTJ05ERUVdv369devWH3300fnz583jcTqdLMs6nc5FixZt374dl2PB9+bNm6dOnZqeno7mxZ49e0aPHo1kn5GRMX/+/C+//JJlWWTx/fv3Z2ZmLly48MCBA2b0BKPg58+fnzdv3qNHcR06tIuKuoD+8Bs3rk2cOH7Xrh2qKgsCJ8vihg3rGMa1aNHCnTu3CwInimJiYmLt2rUnTJhw/Pjxn3/++f33309OTv7222+PHj1qBv45jvO64v349+J3idz83aG3CQBu374dExODo8DTp0937NiR5/n9+/ffvntHlCUd4O79e9XCqmelZ3qJ/M6Nmz26dU9JSRk7dux/z56RNJWXpZSUlM2bNyuKMmrUqNDQ0A0bNiCL4x5dLpemaTt27Pj6669v3LiBVaCGYZw5c2by5MlHjx5FJ4FhGGXLlsUBAcuyP//88zfffBMTE0MBPIrm4MWIXbtOnDq5c+dOSeSBEl0WgBLB42Jdzs2bN27ZGnH01KkB7w51ioJugKZpK1eu/Oabb+7cuYOMfuzYsatXr546dWrRokUPHz7ENJeZM2eWLFly3vyFvCDVqFn7QWzctsgdEydNybTaZUXzE/k/Fn4if8HILpEjS6Wnp+MLyGKxoEWemBRfpUqVtFTrwgVLZ8/62m5jKAWWZQA0VRMANEH0zJo1q3at+hPGT/nii6+Cg4Pv3bvncrlGjx69a9eu5OTkpk2bzpo1KyYmBt8s+N5ZtWpVWFjYt99+O2vWrGbNmrndbkmSSpYsOXv27A0bNhQtWnTHjh0AsGPHjmHDhgHAvn37ihYtunbt2qlTp1atWvXmzZu6rg8ePDgsLGz16tWXLl3SNA2z3ymlI0aMqFev3u7du7t27VywYKDVmiEI3IwZ0xo1arBy5fJp06a8+WZfAEOWxZo1w+rWrb1o0cJRoz6sWTPM5XIlJiZ26tRp3LhxycnJUVFR+fPnf+edd5YvX167du1FixaJomiKsPorvv7leJrIfTM3Tc8Tup0ZhpEkqVWrViguKUmSAdQA6ubYs+d+6dGrp91q0zUishxQAN2IvXsvT67cHTt23Lp1a9PmzSZNmyoTLT4+PjQ0VFGUBQsWNG7cODw8HM1f/I3zPF+/fv0RI0asX7/+tddee/z4saqqPXv2HDJkyLJly3r16tWnTx9Jkmw2W+HChdH51KRJk1GjRq1YsaJLly4fjBgu6PRRWkbJsmU/Hz9u1qxZyUkJVJOBEqpKD+/dbtWy+bhxn332+fhqtWv36Nef1wkvSKVKlZo6deqqVavatGlz6tSpjIyMyZMnN2nS5OOPP548eXKpUqWioqIEQVi7dm3hwoW3hm/jeLFqaPWu3Xp8PXfeosVLg0oFO5xuP5H/Y+En8heM51N2M5OzChcuLAicKLGJSfHVq1fv2qXnjwePrl2zqVporaSkFACD411olAOQKVOmvPfuB4qsA8APP/yAceVevXrt37/fMIxhw4ZdvHgRALBSAAAyMjLq16+fkJCAL8G8efOiCu/SpUtVVWUYJjU1tXz58jab7eeffx49erQsy+XKlUtNTcVgXkRExIABAyRJ6tOnz5QpUwzDeMLBXrNmTVxit1sLFSpw7txZVZWDg0th7p4gcMOHDzt8+EdNU0JCKu7btxcT9959d/DevXtFUZwxY8bBgwcJIUePHm3YsCEe5KNHj0qVKoWXC9+eT1TW+fFvw9NEbpbYmL8+zOEQRfHq1asWi6VKlSopKSkAIAiCIImaTtwcW6lyyPmLF36ND1MAol+6cLFxw0aYjZuYnFS7fj2by5mQkFC+fHld1zMzM+vVqwc+1Z6KouzcuXPAgAHokcLewQ8ePChXrhylFA+sa9eu2HSgZMmSsixfu3atcePGsizjr75GrZpXbt5JdzEBRYqkpKXiKUocA4YGhjbx87FrVq8EMCjAgqVLW3fuSgA+Hzdh2bJlACBJ0u3btzt16mS327/++uvevXvjUR06dKht27bo7QsODvawPAWoU7d+xLbtsqIJotykafPv9x3wE/k/Fn4if8F47jpyQojT6QwICMBkt9S0xMDAwOSkdJ5TiAbLl62ZO3fe+fO/9Hq9a+8+3d/o25PxOD788MOLFy4DBVlWb9++XbZsWcMwBg0aFBkZCQDvv//+2bNnTUe0JEmZmZlFixZNSkpSVdVU7qtYsWJaWho64gRBqFixYkpKyv79+99++21RFIODg/Eju92ekJBQqVIlSZJGjx59+vRp80z/H3vfHR5VtbU/ID0JoQRC7yDSkWKjSJNeBMRCEVGwIXKxoSIWFBBE7DQRC4hSpRcRKdJ7h0ASSuq0c+b0fXZZvz/WzGYM4r34ffcXP5z3yZNnMpk5Z5+2373WXvt9TdNkjB0/fvz222+HsD6M0bdv75Mnj2dlZXg8ng4d2nfo0L5v39516tR69dVXTFOvX78erqEA4EuW/DBq1ChCyPDhw9E3fd26dR07dsRyvPPnz9euXds0Tey4bxpznRj+Mq4lcqRVKScQXX3p8/mEEIZhxMXFYd0ZrjPseF+XH5cuEQBKINjtvq497ut6V6vW23/ZmpZyvlOHjgDg9/tdRtt2uHfPgf3Hjh2rXr26aZqnTp269957IbIEIxQK2bY9YsSIjz76CHteAAgGg/PmzZswYQKu6PF6vaNHj545c6amaYmJibZtv/feeyiTDAA5OTkjnxz1yay5/pCRWDYpqIUAwLZN29JAUC3oa9igXlraBQ7Mdtxfd/720NDhOcFgq9Z3tmzZsm3btq1bt77//vsx0J8wYcLChQtzcnJw1O7xeFCrIykpyaU8pBkNGzXZs3e/Sznj8MjgoXv3HYgR+d8WMSLPZ/wFZbdovbxKlSox5lJmh7RAcnJyVqbXJRAM6EuX/PT6628Yhnbo8N7DR/YdO36QC/Laa699v2iJ4GDbBADKli1LCHnyyScXL17MGBs1atT27dsBQNd1HC4YhlGyZEkMHQAAy8caNGiwY8cO/IAQAol87dq1Tz/9dDAYrFKlCirtG4Zx6NAhDEf69Okzb9483IhhGDgm2LZtW7du3SIVN8o999x14sSxQMBXpUql48ePnj59cseObceOHUlJOes4VtmypTMyLuNKs2+//XrcuHEA8Oyzz+7du5dSunr16kGDBmmahnXC9erVS0lJgWskbGP4Z+J6ETlErIDwEcvKypICiDk5Och2tm1fSEstXyF5yYrlKNkLAk6dOJly+sy5U6cVn//g3n33de4SlloCaNCk8bnUC1lZWQ0bNnQc5+zZs126dEGvQnzACSFDhw59+eWXsQG4KmTDhg0DBgzAd1zXfeGFF+bPn4+OuoZhzJgxY9KkSYqi4MPSf+CAL+bOzwmoNevWC2ohSiljLgB1bB2A3t688enTJwVw23G3bNveo29/BnB7i1YbN248ceLE0aNH9+7de+DAgWAwOHXq1G+//VbWw1erVs2yrEuXLt16662WTdSQ3rLVHWfPnccat85dum7c9HOMyP+2iBF5PuMvFLvJ79q2HRcXZ5o6AHWp9cgjjyxftgqfsEcefnTZshUA3LJDAgjjNuPOuHHjevXs59iMMTFx4sRXXnkFiXzlypWEkIceemjnzp2yEB2rflq2bLlt2zbsBIsVK+bz+d58881Ro0bh3rds2VKzZk3HcX788cfRo0c7jlO3bt2lS5cCgKZpEydOfPzxx3HL69ati647c13X5/MlJibm5uYSQnJzs4sXL3r06GHLMkqXTsQCNwD+/vtTZs36nBC7SZNG8+fPE4Lpeuiuu+44duxYKBR66qmn0Kt+/fr1w4YNQ+3YEydOVK5cGQCCwaCcgPj/cylj+HviD4vd5F0h0+xz5sxBoz/LsgKBQNWqVR3HOXnyZLnk8oePHvGrigAIKEFKXBAQ9PrwQTty4GDF5Aq4DvPUmdNValT3KcHU1NTExEQAOH/+fLNmzYQQuMwSf69du7Zp06a2bSuKcuzYsXr16l28eLFy5cr4xAWDwdKlSx89etS27QoVKqiqmpaWhskzSunly5eLFi+W5Q2kXs4sX6mybmJqwUHFIS0UmPnhtEcfHUopsR330cef6NHnfs2yZ82eO3DgQDl90KpVK8bY+PHj27dvDwCqqs6fP3/IkCGGYRBCkpOTKROm5TRs1OTY8ZMOoYxD9x69ftm6LUbkf1vEiDyfcaNEHi1S67puUlISPsaMOxkZGa1a3lXAU6R4sZKPDR9FCBrbuLJqffTo0S+/9FrpUuU8noIdOnRAJ7qnn3564cKFnPPZs2cXKVIEncIx6UcpPXjwYI0aNQoXLhwfHz9+/HgAQPdxj8dzyy23JCcnY3L7hx9+ePDBBwEgPT09MTGxWLFiCQkJjRo1wun2wYMHow9ptIUaACxatKhcuXIej6d586ZNmzbev3+vpqmnT5+Mjy9RsKCnePGizZs3dRyLMbdatSo9enQrVKhg4cK3vPLKS9jCL7/8Mjk5edy4cUuWLBk+fDhawHm93lKlSmHHWrZs2WAwGKta/4fjWiJnjOXRhEHBkx49ehQsWLBMmTJJSUlnzpzJycnp3bt34aJFihQr6ingiS+ZUKFSRV+u1zYtnCCntpNy+kzL21uUKVOmSJEilapU3rVvr0mc8+fPV69enTHm9XqLFi1ap04dnE7C8bHruiNHjixZsqTH4ylTpgwuGZ80aVLx4sU9Hk98fPynn36alZXlum5cXBwABIPBsWPHlitXrmjRorfccsu3C79jAGcvpFevUUuEl6txl1rENQ1TBaAdO97r8XgSS5UZMerJnn37MwDbcbt165aYmFikSJFSpUotX77cdd3Jkye3a9cuISHB4/HUr18/LS0NALxeb8mSJcsmlbcdt03b9idPnVFDOhfQ5b5uGzZupkxcy+Wxp+vvgBiR5zNuiMht285jEKdpGueUcRySQ062H58tb64CAAAcwLXsEOM2AM3JyWEUvLlBx3Fx+C9LdgGNy1wX3VaEEFKsTbqtSH1yNE7FVhFC8HVmZqZ0YcGNo3+5/KI8TMxY4p+4dlbTVK83B1eNC8FwKbltm4ahoVhb7do1s7Iy8E/TDDvEoDk6Dg4wvoGI0Qvu13GcPGrqMfwD8Z8TuaqqOIRFQz8AUFVVABiWySKudyDAdQgxLRDAiQuUMTf8SCohNWQaKNKC2sn47ODsuNyXdCEihMi1FYZhYAIJnwgAwLtXVsBhVxwusLdcBhBUQgKAMWbbppQB5oKghpKmmwLAr+oOoQCgKIqiKLZto9YT5/zNN9/88MMPpbuS14ZzXQAAIABJREFULHHNzMw0TNt23OwcL/K0YdoCQC4/y6MJEyPyvwNiRJ7PuNGIHD+G+hLIYboecqnFuCOECPhDtsVAgGNj2bZmOxplFoBrOzoAmAaBiD02FuDgZiVtS0lzrCfHCW+/339t7bfUl8BOKlqgCiJluqhjBQCBQADfkcyqqiqKUViWJRVgGHNzcrKkxqqiBFAHpk6dWtnZmWg6DsBDoZCUAUbfVQDApXF5mFsaucbwj8V/TuTR70gXZtO2OAjDsVUtJADQeBcECJeCAEMNgQBd103TFBGjICnihrPjEbFkqihKtHy1HINGt9YwDHQJwsGo1FiESJ7MdV3KgLhhp10OQgAn1LKJwcH1+rMFcJcRLoAyIQBcygm5qmQXCAQcx3Fd9+233546dSq2ECIPZvgsATAOLuUCwrJugaCKb14bjseI/O+AGJHnM26UyDnn2DHhn5mZmRFxb8o5D1O4AMGBEArABRDMrnNBOOdI5EJcJVTpNiZNxiLjA122CgBs28bcNWMMOwKI6oNkwIGhPAb3eYzv8MUfetYJwaRGOobgruugSQ8AV9XgiBHD09NTXddBx1L5RbnfaMOVaNOdG7sYMdyMuCEi55xjdae8ozRDFwCaZYZXnBEXp8k5cYVLOf6JGwFwGNXt8PyRtHf6w/tQURRsEuoeojVR9DBUCCHH2Veu4DIzCKvHCEAV1fBENTDHNQVQmxgCKBOU0LAJYVDRBYDrMlSUg8jDiN3Ld999h0NtEXFExKZi/I1bQCJ3CJUz4jEi/xsiRuT5jBsicqlcEf3FiD8H1XUdBJiGG44YBBBiG6bChaOoXgB6VSY6kuLGYQEm8fBRj+5NZJHOH2qqhOMV05T9lGma0U42lmWhSisya7TvKnYZ8pDR2kTKskpx9dzcbKRzw9AiPnv4masULg1gMEWBjdF1XS4xihW7/cPx1yJyOR+EgS/hTAAQ6oIAUzeiecw2w8ytmwba/QGATGIj5HrIPNoGMmWFkKtF5DvR1H612D7ygxY+qqYIoBxcAVQAtRxTAJc0Lw+Jcy5H7aqqYg8AESNKiDzRuq4LAE03GQfiMssmmKWnTFxL4TEi/5sgRuT5jL8gCCPtQHDRi6appoXuWwACXAKMAnGEZWFQK3/CHyAOD4X0aMZlEfd3hLRJZRFjuuiQGl0W8H0cBOQ5IhwfaJoW/S+pFB39SRExJZOxOLI4pcSyDJwRR+aONtwTIqxTLY3XZLPxd3R3HJN1i+E/J3IpwP47OVVGBQADsBzbtC3kLmJa1HYklYWrQzhzGGWRDeJ2onNFeDfK2940TVkzH32jYl5dJsbwBebn0bxAAGi6jQvccf+UOzYxXGY7rhmJmYFxQEo2TTvPc4pPopyqh9/L46AgDM7B448a0hn/AwqPEfnfBDEiz2f8NYlW2dFoGrIdZdzRNM0yXZdEP14cwLUdzaWmYaqUUsy6Q6R4zXEcOWOHk9bX1njLOnm50+hnnlKKJI3WSfj1aHMzrKZB4BbkdqKW0nEALh1XXdfB1zLfjnallmUoSgCAy+5P7k52wdhaLO2B36fcY/hn4j8n8uiv4HjUdV0BYDk2A0BzM04ZcAGouM44cwg+a5xzAWASh4KQ97wcuSqKInNdV2P9qD2iN2Ceka58NvMm5wWYBokKynlQDzCg+EOoY1g6FqlJmpXPrGVZ+Pig5Duq38gNY5+AuXSXcttxicswux4j8r8zYkSez7ghIo++BEhRnHPXdVxqCYj0Dhw4A9NAy3biUgvAdSnGsgIEMAqMiej9RkcDskpWujABgAzBo7seWa8e/XX0UIluYZ5NRcflsiYIV41jCl2G5phmDwb9+Gdkdhx/rvaG0TN/efYbY/EY4AaJHOu3IeqOQi7HJDYC58gpcZHOXSfMsmhOT3k4Y4TPkZwDYlGOZzjVHf1+dGvxuZCT2RAZvueZJOICdNMg1MUQ3HQNQh0B3LQNERl2AABj4Sda7jHPcyHH6LL6FRPp8jcG+DEi/zsjRuT5jL+QWv8j8OgSsD/6VyzDHMM/FNcSeR4W/+v4O5GYiD3j/2DEiDyf8b9E5DHEEMMf479I5DHE8PdAjMjzGTEijyGG/ypiRB7DTY8YkeczYkQeQwz/VcSIPIabHjEiz2fEiDyGGP6riBF5DDc9YkSez4gReQwx/FcRI/IYbnrEiDyfESPyGGL4ryJG5DHc9IgReT4jRuQxxPBfRYzIY7jpESPyfMYNEblUTItWnsqzQbQW/bfEH3ZHiDJm+AtdmxScim7GX7Mqkbo0UpoNfu/IJNVj/m1TUWkOX0uviOtBtvyqkPX/Xhcf7QMLkTMTLY57LVAEFyIn5D/RtMFP/iE5SSUfuEZO5J+DGJHHcNMjRuT5jL/gfhalbBpWdjQMA7+Casx5tnwtUJENHRRQpvF/0stLLpTKlH/YS4rrA5t9rUDstZyHh59HUFNuX9qY4n+ltfP1gIrWaOmWR+frDxv/51v7w+1LTXj4D4Y4UlorWtvrz4n/es2L1tb+Q8e5fw5iRB7DTY8YkeczbojIpekCRAy+/uSiYG+VB/K/2NFHE8afBPHXI2AAME1T+p+KiMjln3z+3wJ90CESyKK7Glo7/9tWySOKpjHp+HQ9RIfvqN9+bWv/k/b/4SH/zub592q410IeI45sZGj+5/v9Q0iZ7ujN/k+uy/9dxIg8hpseMSLPZ9xoRM4YC4VCaAqO7yCPRkd70i/8T3pqjJ455xkZGfJbf6H90cLs+CKPp/J/0mOiADseI4bRcnZAHjieGcMw8ijDRx+j67qapqGStq7r/3bXGKpqmiblteXZ/p909LJJKLhtWRamTOTB/ietuvb1H+7oem/Ks5RHlP4fiBiRx3DTI0bk+YwbInLZKVuWJS0QbNvGjolSKk2+ISoyvt6uZdAWnau/IWB70E2Vc44vovGfB3w45Y+v81iJa5qmaZqsEri2LEDuCJ3ORZShk6qq/3bXaMwKUfz9P+/oow/c6/Xi4SiK8udTGNIdLjMzE9/58+HIte2UQT8hJDc3FyK2V//khzdG5DHc9IgReT7jhohc9j6vvfZar169Onfu3LZt286dO/fo0WP16tX4L8uyTNPEIi9ZA3Vtt2UYxqZNm9q3b//VV19BxBnpeqnXPwHuEeP7QYMG2fZV52Nx/SKsPMCvOI5jmqaqqv3798/NzT1w4MC7776Lg4Pc3Fycyf7D4i/cEaU0JycHj2XkyJFpaWmSzvl1AABXrlzBHD62E39f6471b7cT3Rh54LZt79y58/XXX8eGySt+ve1gHoJz/uKLL168eBHbL7d2PURfDtme/fv3T5s2TaYBcHxzPfz59v/8eP/+4DEij+FmR4zI8xl/wY9c1/VHHnlk+vTphw4dOnbs2MmTJw8dOuT3+13XxeQzfjIUCmGlFaU0D6kLIQKBQKVKlX799VdFUaRFMb0O2HVg2/bJkye7d++OXLhv3z4sukZuwNItuXckyD9END0zxooUKcIYCwaDV65cAYDt27c/++yzGF/KbUbTCVKgbdvNmze/fPkyADRt2vTYsWOYrtd1/Xr79Xq9H3zwwdatWx3HkawJEbP2a0/a9bYTTYeyhcgclmWdPXsWz61hGDji+ZPtYAB96623Hjp0SGY4rvd53N21b9q2vWLFig4dOsiki2EYeET/K/hvPAj/PcSIPIabHjEiz2ewGyRyDF4HDhy4bNky/DyyDvIlpdRxHFkahoVjsnY6mjB+3b7t9ttvF9jNEYcQYlgmIcRxSZ7f+HWkNvf3EEIcPnz4gQcewJ7RNHVkdMYYpdx1meO4jnO1eeQ6gKjpbUppoUKFbNsmhJimSSnduHHj4MGD8TOqqrqu6ziO6zo8kqWQpfu1a9dWVVUI0bhx4/T0dAAIhXQAoJQj++cZoBBCnn/++TVr1kB4moDjHnGmn5C845hrRjjhTzAK+INHTQhxHUIcyzYt5lLMNOCZIYRqmnG9ARPnHK9vkyZNsP1Yz/gnn8f/Rt8DnPNAILBt27Zu3bpBpGACh0rudXC97V8P/5+ejf8lxIg8hpseMSLPZ/whkTOXAheLvlu4bMlSThkIEIyDAHzBKevds9eqlT+5DiG2AyI8yZ2VlfX8888nJiaWLVu2cOHCGzduxIR5zZo1y5QpU6tWLazfNk0zMzurcPFiJUslFo0roZtG8YR4fzDAAChnL706/oMPZzCAnr17DRn+aJFiRUuVKV2yZCnLclwi9u8/WLZsuaJFixcvXnzGjBmu695yyy1xccUbNKgfCinJFcqapu441rgXXipaLL50mfJFi8WvXrNBUbXMrJw77ry7SrWqcQnxngKejz75mHLX68+9u81dCYnxpUuXLlq0KN5/hmGULFmSELJ48eKHHnooIyOjaNGiRYoUefDBBzdv3lynTh1CiGnqlNnx8SUAuGForuu4rtulS5fExNIFCxbKyfHee2/Hp556pmyZ5OLFEiokV3GJ0DTjxPEzxYvHFSxYqHz5ChUrVrxy5cq6devKly9fokSxyZPfBeAutVzXUZTAQw898vDDgz2eQq+9NsEwrBYtWhUoUKB06dKVK1fmnOt6SNPU1q1bJpaKK1asyNy5XzZo0FLTxLRpn707abppEErY6hXLnxn1OAi+ZuWKgQPud1333ns7vvraxIK3FBv15LNCwGOPPZaQkFCsWLGiRYtevHgxEAjgbYBzE82bN3/55ZcTExPj4uJuu+02VVWzs7NPnjxZqlSpYsWKlSpVKiEhwe/3c86rVq3ap0+fsmXLLl26VNO0pKSkW265pVChIm+99U6fPv1SUi60adNOVTUA2LVr1zvvvOO6LmPu1KmTt23b6jhW+fJJhQvfUrJUoqeAZ+H3i5SQ+suvW597fkzhokUSS5dign/51fzicSUKFy1SIj5u247tpm2J/40agv+fiBF5DDc9YkSez7ghIncs29QNENC9a7cSxYoX8HiKFy1WwOMZNWpUIBA4dOhQhQoVKKW2befm5iYnJ3u9XuzcVVXFiFDXdQFgWGbqpYt1b6tvEoeCqFStqmaZiq4xgGEjHlu5ZjUF0eKO1jM+/shh1CTOXXe2Xb9us23RenUb7N6917Icv99ftmzZ9PT0M2fOjBgxXFWDhqmWTy5jO/pvv+2oXae+AFBD1slTKUnlKvoDoZTzqcWKx11ISw2qik2csuWSdFNbtHjhmLHPKaEgAGzbtq1cuXI+nw8HB4SQjRs39unTBwA2bNgwaNAgXdcdx6lXr15mZiYAP3ho77Tpk33+bNd1XNcBAL/fX6ZMEp7MGjVqvTHhbRCga/bQIY+tXLGGutCrZ789uw9QyoWAzp07f/fddwDw+OOPnzp1wjR1ry8LgAJQxtxhw4Y/+8zzIIBR+OCDD8eOHYfphIMHD7Zs2RKAz5w547kxTzPuENfs0bN3zZqNmYCXX5o0e/a33AViuwvmzR395BOG4t+4dtVzo5/Jzc3t3bvv8MdGXsrwMYA1a9a1adMGC9p1Xa9bty7ODkg6v+22295++21CSDAY7Nq168qVKwGgY8eO586dAwBVVR988MFZs2YJIZKTkxcuXEgpDYVCo0aN+vHHH/FGatq0ebduPQzDatbs9kBAEUIMHz78/vvvtyxL09RmzZooSuDLL+d+8ME0AE45W75yRfeePZSQuuKnlZ4CHgGgm8bljCvF40oYlkk5y87Nub1lCyWkOi75v0WEMSKP4aZHjMjzGTcakTuWHfD5n3nq6Z9WrLRNCwTYpoVzq5MmTZo1axZEVk737Nlz06ZNhJBChQrhLrD/shxbABw/fapeg9tM4ui2VaZ8uVPnzjIAkzhPjX72i7lzDMe+r0f3Ldt+ZQA5ft9DDw5Zt3aTqhiVKlZzXabrJkSKsVNTUzt37igEc6lVvEThkBaYPPndGR9+YjtcADAO7dp32vzzrxcvXalVu64AMC0noAQrVKoYUPwC+MXL6WfOnZ42bVqPHj1q1Kjhum4gEChXrpymaevWrRs6dKiu63v27Bk2bBjO4j///PMzZ85U1WCzZk0yM69YlgHAhWA4AVy1alXDMJC9Tp8+i3n1dydN/XrBQi1k+X1qwB9au3b9lCnvJycnf/bZZwAwZMiQX375GcNxAa5LLULsBx54cMXy1bZFQUCtWnW+//6HXbt2HT58eMeOHVWrVnVdp0OH9ocO7+OCANDjJ06VKVONCXj11fc+/XSeZRDHIiuW/Dh29LOcWBvXrhr8yENCiLZt22/c9AsDcCi8+urrb7/99unTpw8ePPjLL79UqVJFURQcaSmKYhhG06ZNjx8/jlft6aefXrBggRDiypUrFy5c2LRp07Rp04oXL/7uu+8KIW677baLFy8iSyUlJWVmZiqKwpjYuHFz+/YdAOC333a/++5kQshzzz03dOjQPXv2APChQwe7rgPAMzOv7N27+5PPPr3rnrubt7hdAKxeu6Z33z4CwB8MLFm2dOijwy5evrR7755de3bf27HDgUMHYxF5DDH83RAj8nzGDRE5cykIILbTr0/fVSt/IraDqXXcyKuvvvrKK68gHxiG0bdv382bN7uum5iYqGmaXN9FOeMgLlxMb96qpSu4SZxqtWqGTCMQUhnAG2+/9cXcOZZLuvXquXPPbgzT+/Xrv3bNRst0CxYoAgC2HV6vFQgEtm7diqzAuFM2KRGAPvHEiJU/rQ1ptgAQAAMfeHjjpl/OnjtfrXpN23EFgE2c+JIJlmP+8uuWqtWr3NP27u+//37//v0VK1YEAJ/PV7RoUQBYtWpVjx49HMfZuHHjiy++iHfj+fPnb7/9dsdxkpPLMcY4vypBmpaW1qRJEyzPbt68+alTZxhjpmm/9NIrkydPBQGjRj7TtEmL++8fsGfPvqeeemrhwoVZWVnjx4/fsmWz6zoCXOKaAJQQe+jQR5ct/cmbGwQBFStWfuCBB3v16tW9e/du3boNGjQoFFL69u29e88ORfW51LpyJbNhw1ZMwNSpn7z11lQQ4Drk+2+/Gzv6WeDuquVLnh8zOhAIdO5838lT5zJzFOLCc88937Rp0+7du/fs2XPAgAGdOnXCUZGUxmvduvX27dsZY7quP/HEE9988w0AjBkzpmXLlr179z537ty4ceNmz56tqmqzZs2wmI5zfvfddx88eBAAXJedP5/avXvPQEBxXdavX/9NmzYtWLDg7NmzkyZNeuqpUa7rOI61bdvWunVr9+zZfffePZt+3tyydStfwL9m3drhIx5TtZBpW1Pen3rrbfXb3du+bft2Dz78UOf7uuzZt9dl9P8WEcaIPIabHjEiz2fcaESOqfVePXouW7IU37EME6PVjRs3du3alTGGK7ArV66ckpJimmZCQkJ0jTfy6+atvzRo0pgBeIOBytWrXcnOMomT5c29456753413yROl+7dtu7YzgBCpvHMM6Nnz54LAElJ5S9evKxpRk5OTps2bXbv3n3u3Ll27drgXDVOWi9atKhjpy62w4KKnpnlvb3FHfv2H76SkVW3Xn2XcodQwzKr16yRkZX53PNjvpg9SwA4jrNq1aqEhASfz6freqlSpUzTXL16dadOnQBg586dPXr0wMZzzuvXr//ll1/Onz8fInI0hBDGmKZplStX1nXdsqzmzZueOXMG14u9/fbbixYtzsjIqlevfiik45lo2bLlggULCCEvv/zyL7/8LASjlHBObdsE4I8++thXX30NAK7LBg8e+t13iy5dugQAoVBo2bJlnNPRo5+ZPv39UEgB4HPmzKtQoVYgQN5//9MPZ35maLbrkHFj//X0U6N0Lbhxw5qhQx7x+Xz9+w9ctXq9ECAApk+f8eqrr9q2jRVtS5cujV44rmlahw4d9u/fj8sIn3jiiYULFxJCSpQogWX8mqY1adIEMwp169bNzMzUdT0jI6N79+47d+4MBoO2TV544aVOnbpQyk3TfvPNt0eNGnX06FHLsu67777OnTtiy++9t92yZUscx8rMzpo1Z3aPXj0Ny/x1+7ZBDz1oOTYHcfjokZ69ezku4SBcRletWR3SNcMy/28RYYzIY7jpESPyfMaNETkXyMP9+vRdsWw5sR1KXBCAqXXXdVu0aDFs2LAPP/ywc+fOI0aM0DTNtu2kpKRQKISaKljkHFSV8+lpre++i3BGOJv71fyE0qU++uzTkU8/Vb5SxWU/rWQAXXv22LjlZwZgE6d37747d+7SNGP+/AVVqlSbN2/+G2+80bZtW7/ff/Lkydq1a06f/r6uh8qXT7Isw3Gcdu07jHry2bnzFnToeN/ABx4WAIcOH61dp15IMzAiL1q8mABYunxZ7bp1Pvrk4/Hjx3fr1q1ChQqo31KgQAEAWLVq1dNPP63r+sGDBxs2bIjMbVnW7Nmz4+ISMjOzKZX680ApDQaD1atXnzJlCgBv3Ljh8eNHHceilLz88ouTJ08WApo1u/2JJ0Z98MGHAwcOateu3fjx4wHgnXfe6d+/39q1qwE4pUTTVMbYQw899NNPqzEz7/cHk5MrTpo0aebMmXfdddfkyZNd19E0tVatGu+++87kye+2aNGqdu2GQsDevUcT4svMnj13zOjn2txz13Ojn+HM2b5ta9/efQCgX9+BW3/daVrUH9AMw2rSpMmYMWO+/vrrPn36DBs2LHIgHAAcx2nQoMHx48cx7TFkyBB8Mhs2bDh27Nhp06b16tWrR48e//rXvyilNWrUOHXqFH797Nmz5cqVe/vttydOfKt9+w6DBw8NhXRNM44cOValShXOud/vf/jhh7du3RIM+i3LmDt3dv369b78cu5rE17v2LlTtRrVBcCqNav7DxwgAFQtpGqhvvf3GzjogS9mz3p48COdunTmICj/40X2f1vEiDyGmx4xIs9n3BCRI20T2/ly7jxvTi4ICPoDnDIA0HUdTUfWr1//1ltv7du3D0vWNU177733cBdydZMAyM7NWfj9IlULBVWFCf7zL1umvD/1fOqFLVt/OXj4EOVs9tw52bk5THDK2fbt27dv3w4AjuMcOHDg9ddfX7p0KUbDtm3jHgkhU6dOxe7S6wss/mHJq69N2LvvgACwHTc7xztt+gwB4PMHTct5970pHERQVQ4cOvjCSy/u2rXLNM1p06apqmrbNibSfT7fDz/8gEexdOnSDz74ABeqHTx4sHXrO5WgbltUcGDsqrvXvn373nnnnZycrLlzZ+fkZgBQ0wrt3Ln98OHDAGBZ1ty5c2fOnJmSkpKamrpw4UJd11VVff/997FGTPLomjVr9uzZA5HF37quL1y48Pnnnz9x4oSI2LHYtj116tTFixcfOXKsXPnKgYAJAo4eOTlx4lt79+49fvzoTz+tAODHjh1Zs2YNIeSTj784fuw0jsQo5ZqmLViw4K233tq9e3cgEMA1YDgt4vf7P/vss8jyudCGDRuOHj0qhLAsa8qUKVOnTk1LSztw4MB3333HGJs3bx4uncfFe4qiTJ8+ffnyladOnZk3bz6eGb8/uGnTJjy6PXv2YDiOPz//vOnll188cOhgQAlOn/GBElKPnzyxbMVyJaSKyH1y4tTJ19+Y8P0PiwVAUFVic+QxxPB3Q4zI8xk3mlpHLscaNyx2Ay6wk8JNsShVMrmAGJXR5E5dRgWAL+AXAC6jLqMcBKGu4xL8Eztxr9+HATQGylJdBAcEPGKyiVIt+DosqwJgmOE58qASEgCYVNd0UwBgXG7aFuUMty8FYXCSGBuPCXN8IYSQfw4ZMmTN6g2CAwgwDTQG5VIGx7IsAG5ZBgANKl7GHdS5wblzXGkNAIFAgHMu/2SM2bbNIgr2eNtDJHWPa9whIqHqRjmf2radknKhUePmpkVBgGmGlecpJbZtui6+sAGAMUEczjiENMuyHBFxnJPHjn9KxzYhBO7UMAxsfCgUMgxDirwahoHfpZRKNb08krSBgIIDHTw0HKw4jqXrIQCuaSohNgC3HJsJbhNHAFDOHJcIgJCuEepi+Tqm1vGCxubIY4jh74YYkecz/kJEzlzqOkQwDlzgf6VoDL7A6A03ixdY7g4XOCGPYr+ckZWJf8qunFAXKTakawKACY78qigKj/JuQSEzN+IBiqEzEipuB2NxyyYu5ZZNcGaAMkGZQJqXZA8RoRvJx7g1pCjMMJumaZpm4cKFx40bZ5kuZ0AcDgIMw8I+mV01kuGMubqhAFABrmmF5AYlbUtfGeRmpExkdxHxaI92f8EzEE3kaFTjOM6FCxfKlUvGluCHDcPAmnCkSV3XcYOEUKyEx7MofcrxYqGkPH4SLxmqteBn8B0sgAAA1HxFKRj8OqrLQZRZqmU5rssAwHFcZHEIn2oLw3Fsnm2bSNiEupZj46VnguOlwX9pho6LHfDKypMQXXsh9xtt9JJHPYZGNO3lO1JRn0UE/qL7GdyUvAfkmY/2lIseoUoNvuidxog8hpseMSLPZ9xoRI4/SiAIAvBfxHYkbcuFyFez6EJgD6uqqtwXdsqys0ZSt4nDBMfAy3EJUjvOlUKkm8YeUBqDYj8rBwqSzjFuU1TNIZTxcAhuY7zPRJghXOYQKgACQTUUCvGI1QeurpbHEs2g6POmaZptk7A8ToQRZLaAEEIp0fUQLgrHdeF+v1eecOm/gjGxlEGVtO1GOYijsBp+Bj+AIrjRNCDph5CrtOq6TjDoB+CqevW7QgBn4PcHbfuqVR0ecvQt4fV6JdVhS/A8447QQ11+N7rxeHUcx7EsJxhUsY2WFf5X1FkKsziONgC4TRzkb5mkkfcaDuaQv/G35diyAZRS0zTZ723UISJKj6MHZFDMNGAWJM8Jl/cqgjEmty8N5qU0Hv6JaoNy5CoRI/IY/pmIEXk+40YFYbB/5ZTJHDuGtNKLE6IiHkwpR+9O/olZZZk6ls3AflZ2cxHO5qap44rtyPQqBINB/LCmGZi/dRyXcyCEypgefzgIXHgWnnbN8TuECwDKZPMBAAKBgKQ03LLUA6OuAAAgAElEQVSMWeUpku0khPr9YQ5GXsQxhGma2MJQSEEq5ZziO/inbH9UjtoCAM5B0wy4yiscgEuqi9oveoSDEOA4bng7AkxDAwHhbzEigAvgeBJciu4smZRcPWBVVRVFuTYlnif6hEi8jvQmA2vM6uN1x6VrELGhk5vC4yKEorKbvLLyIjLmmqYeCikCwLBMHNth8G0TRzeNgBLEf8n8Db4DUVMAsoVI0igci1cq2loXTyC2GYdHEGFlbBj6vMm5A8ZYnquPX5RnLPpOFr9Hnm/FiDyGmx4xIs9n/LWIXMq14jryPMgT5MmACbt4+S/sf7FDVBQF6VwmP38/AuC6HkL1FUJsOe+LWu7I4rZNsIyc8zB5cxCaoUtGdwiVuXQBENLC3EAZoD45ngpkApmOxnPi9XolsQWDQXkIMhDHaFXW3zkOjmnClMw5RTqnlERSyle/rii/IwzLCpM3jl0cx8KAXlEUTA/IfLUcAbjElkMEQmxfwCuAO66NES1lwiEUD9vvVYCH2xmdYUaJeIgUHMAfDWLyEDxc41aOhraWZTmOi4MSDMflmUFnPByQGYYm22zaFgchszJI6tFDMbygMtMugWMI/ns/NEKI5OPc3Fy8rGjqIyd9dF1HmpduPXg74RXJ43GHbu7yfsDBpSwywBtGettEnzF8ESPyGG56xIg8n3GjRK6pIdchQX8Ak+rAhWPZmA2WXbzMZ1qWhZ2sTCDLvWAcI79Svnx52VHKJkleBOAAlDKbuOF4VyYAKKWcQ4cOnXJzAoxCu7Ydt2zZ6jIaYTJuOTbGc1jpRpkIKjpyg6IaSOQQxU8DBw6UIWae9kRHgZRihplDJBZHtxgA+P7770eOHInxus+Hcw1c04ORZDtGor+jCr8/yBmgJishNDozj58fM2YMnsMPP/xw/PjXGBMggDNwibBtAsBdSxec4OcFcBTS0W3Lpq4A2Ljp51sKFEqIK1nYU+jnTVvwePv27VuyZEmPxxMfH5+UlOTxeHCgoOu6HKnIAY0csgBAenp6zZo18R38ZDAYzM7OhkiM26NHLwAwTfv11984ceKULMGLbIAz5uJ1fPnlFytWTI5LiEe59aTy5VLT01CTtUvX+7Zu+1U3DeRvl1HTtpDjcUQoZyhkXZ6maRhVa5o2cOBArDmYM2dOlSpVhBBZWVkAcOjQofLly8shiJym8Xg8xYsXr1SpUs+ePSFSnplnij3aDRaiBhDSCkj+K5rUY0Qew02PGJHnM26IyLlMRiOLy3cim5KBDkToDaJq3wghPp9Pxnbyt67ruHSbUkoIkRvBDyhKIBj0I5ELcGVqGgA456qq6rrZoUMnLOPy+1QIB3BMANdNDdub6/Uji0cmyMMvcnKDAsCywtP86enpjzzyCG4clcbljiBCRTJ5jmwUiSzDoJRu3rylT59+ch46kienXBAucPqcS+swANA0g1IOArKzfMTBTXEslMvJzcCAvmbNmrm5uYqifPzxx1OmvB8IKHi8AX8IBNi6xhyTM6yQJwK45RLdtlzBGQAXULlKtaBfsU3HCplVK1QJKarjOEOGDFm/fj1ed0rp7t27y5UrJwNNvBDR0+FIY5zzUChUvXp1iMw1SD04nP73+/116tQDAMtycnK8/fsPlGfGsqzI6IfjqZsy5b3335+CCXMBcPjokUJFCgdVhVCXg0AWd1ziuIQJjkF5Vk42/G6Ql7eYH0m9WrVquq7jTVijRo3PP/8c70mPx7Nv3z4AyM3NlRPed91114oVK3AjUu0HywkhKhUv72dMV+DtipMRWH0Z/ZkYkcfwz0GMyPMZNxqRq0HF1A1O2aS33yng8ZQpVfqrL+djpw8Ac+bMKV68eLdu3VB/27btPXv2FCxYMCkpafXq1RgGeb3ehx98qIDHM/7lV1AnLicru3jRYq5DKHFPHj/Rt3efAh7Pkh9+dB2Sm52zYf3axYsX3dPmjuo1KtuOvn//3q5du3g8nqZNm6IeWbNmt3s8BYsVjQ/4Q7173b927XrKWVANfPX1fE8BT7t722/bsZ1QN6Rr5cpXOHM25bYGTUqVLvfFrC9xEOJSgEiQ17Vr15SUFGSCDRs2VKlSxePxzJw50+v1CiF69uy5fv16SikAn/Tum2++9brXlwXAf/xxscfjad++vdfrPXfu3K5de8aNe/HDGZ8ULlS8V89+qqoRYgNQw1RtRwfgly6lz5gxo3DhwsWKFfv+++9xRmDH9t1t23SIjys1ZsxYTVMNU5UR+bhxYz0eT+nSpVNSUiZOnPjCCy+9996U4sUSHhs+0raobTog6N5d226tVzMuvuiaNasod3XbYgAMQNENf0ARAGowBAJM1UgsURIEuK7bvXv3bdu2cc5xXgMA6tSpk5qaKteVAcDRo0cHDRo0Z86catWqjR07Fk/4pUuX6tati9f3xIkTrVq18ng8H330ERq/lipVqkiRYpUqVcG8+pAhw5YsWRa9IhHV63D52SuvvLRw4bfhBElIFQCPPjYcl4y3vvOOXXt2X864UqtO7aXLlxUtXmzj5k0uoydPn6pcuXJcXNzs2bNxzOfz+Xbt2lWtWrWaNWuuWrUKAO67775SpUp5PJ5AICCEyMnJ8Xg8aWlprVq1mj9/PhIwDqSQrZOSkvCoLcs6ceLEyJEjVVXF2wDj+JSUlAEDBhQtWnTGjBk4GD1w4MCwYcOee+65uLg4jN3zELn8M0bkMdz0iBF5PuOGiByjcDWoNGrQcNF3C4nt+L2+kiVLnj59VgCMeHxk/wEPMA7z589v3ry5oijr16+vXLmyaZoXLqRUq1YlLe1Cbm52tWpVVq5caVnWvHnzOnTo4DiObVpJZcoylx7cf6B61WoH9u13LPvpJ596a+KbIODbr78pWrSw15tz6VL6hQsptWrVuHLlEgg2b+7s226trwYVAGjcuKnPFwABjRs1P3T4qG4ajwx5eMiwwY5rnzpzOql8uQOHDhqWWT65Yrv2HQTAmbMXSpdJ9vpUAWDZlJBw5V21atWww01NTa1Ro0Z2drZt2xMmTFi9erWu6717996xY4ff7zcM7ccli8aNGwvAn3326Z49u4dCoa1bt1asWNFxnGXLVhQqVGTNmnW6bk56Z8p993UD4GrIj8SsKIEWLZovXbo0FArl5OTEx8enpFy4dOlK1So1L6ZnODZ7993J3377rW2bGPFrmuo4Vr26tX3eHDWozJk1u3z58nv27LNt8uCgwZPfmwYAJ48eada4fmZGuj+QM3z4sGkfTBcANg2X5QsASrllOevWrH3g/v7TJk/RNI2DGDBgwK+//ioZxbbtGTNmovCqjHF3bNuekJAwderU9PT0OXPmNGrUSAiRlpbWtGlTTdP27NlTuXLlY8eO6bo+cuTIHj16GIaRmZlZu3ZdLOnPzs79+edfxo17EQcrMhwPBHyYdXjt9ZdnzpzhuARz5hzEd4sWjh49WlGU/v37b926lRBSsmTJJ0aNtBzb6/ft3runavVqZ86cAYA+ffp8/PHHjLEdO3bUrl378uXL58+fR6W5jIyMxo0bY8yNdXmbNm0qUqRIp06dZJoBqyIwKI+Li8P3DcNYvXr13Xffjc8FDj1TU1MT4uIPHThIbOfNNya2aNFCVdWLFy96PJ7NmzdnZWURQmJEHsM/GTEiz2f8IZHjBPbChQuXLl0q14jLr5imiR2cYRhnzpxp1KjJvkNHQwaJSyyTdjmTAmi6Oe6Fl86dT+nSpcvmzRtDIQWAfjRz+rKli9etXTn8sSGWY6paSADUb3CbL+APBoOJiYmc88cff3z58uUoBKv4/LfVrQeULV+6rF37DoGgKgBCoRClxLHN1HNnD+7dVa50KWDU0EO1a9c2DEsAtG3XccfOPZeuXKxes4oS8uumKoB/893XDz3ysGGZVapVzfV5GQfTcm5r0OTQ4eMCQA2FV1WdOHGiadOmuLLoypUrpUqV2rp1KzqC4LKuIUOGoASbaVtff7tgzNjnbeKUSSp76sxpAZCZnfX6GxNOnz3z9bff3NO2jWboHMTFS1fq1b9VCKZpKgC3LENRApQSAPB6vWfOnKlater+/QfPnTtfpUq1H39c6vcHXZdxAVhmDwBY4tegXt3czMsg+Iz3pw4d8ggAmKa9dNlPQ4Y+Zph2q1YtDh3c6xADgJ8/f/6OO+5yibAdhul3lHpVFOX++/sOGzq4a9cuGVlXGPCHBz+0eu0aWbcvBCz46ruJE9+iJLIkAfi+Xb81b9bENE3KGaFu1erVLmdcOX32TOPGjSmlEyZMmD59OqdMCQSJ7dSsXiM9NS3oVypXqg4CggEdBOzdc7B9+w6E0Ei2GfPqFIBqemDylLc/nDlNADccGzPn33///RMjHmcOGdR/wIY1a4VLE+Li09PTUS+o/6AHflq9CiKJ9OTkZDRaXb9+PeoBf/bZZwsXLgSAWrVqZWdnR2ZnlJSUFI/H88ILLyB/i4jCD2PMMIxffvmlXr16S5Ys+fDDD++///57O3aQVXW2bb/5xsTPPvqYmBZzCDCeVKbsmTNnjh07VrtuHccluvm7ir9rESPyGG56xIg8n3GjRI7Txl999VVcXFylSpX69etXoWLln7fuzPartxSLzw2Gsn1BBhDSDMpZlSpVXNcxTT0QzOXMIY7+3rtvFirsSSxd0lPAUzSuRMEihbdu+zWgBOPj43Vdb9myZbFixQp4PEULF7nF4ynkKZB1+crG9ZseengoAzBM23HJkyNHxZUo1q1zh97dulRMKk1MTQn6mzVroighl/LWd7fdsm3nhbTzzVs0EUAFUFVTDh891KBRQwFQvkJy+qWLKAvTouWde/YeRBrDJHBqamrr1q2l0Mp3333XunXrkiVL3n333RcvXgSAHj16bNq0CQAEwKeffzZh4huGZcYlxId0DevpmOABJbjp580PPvwQrpU/m3KuUZPGWKyOa8mEYEuW/FCiRInatWv379+/fv36p06dMQzryy+/6tWrj8dTsE3b9vsPHNFtF1deccosUy9XuqSjq6Ya+HjGtDcmvMY5pZT/8OPSx0Y+pdtu1aqVS5dJ8Hg8hQoVjItLiItLMHQHp0K8uUF5ldFj7fGRw2fN+czhdu/+fdZsXCsALJsQh7tEPDZ85JrVG4BLaX128uihBwb2cxzHtC3LsavVqJ6dm5OVk12xYkXG2MCBAzds2CAXIt51x50H9x/IuJx5913tTYO5BASH06dSmjS+nRCKtd+u60SmDFwAd+Kbr3z6xUwlFNQsE2UDPpg2fdLb73DiduvYefvPv/iyc6pWrpKRkUEIUULqgAcHeW4p6PF4Chcu7PF4SpQo4bpu+fLlN2zYAJF1EI7jXL58uWHDhrj6EQvO69atu2DBgsTExHXr1klNQAlVVU+dOvWvf/1r69atW7f92q///ZZLLMe+kpnhWPZ9nbusW7UaOFDTBsqGPDJ4+fLlFy9ebNq8meXieoA/Q4zIY7jpESPyfMYNETm+Nk2zTJkyqJeiqmr1GrX2HDgc0MyyyZVSL2UwAG9Q+XL+gjPnzra+846NmzfYtglAjx87tHLFkgVfzR37r9EcmDcYMBzbFRyrmZKSkgBg0KBBmzZtAgGWYTqG6Vo2CFjyw9JHhz8RMh3G4fNZXwzsP8Altq2rORmXKiSVdoyQZeqFChXEVWet726779Dhc+fPNm7aICvnimlrAviPS3/o069vQAnWvbWeqoWQpJo0bXHg4FFNt4mLJOcePXq0RYsWsjw7EAgQQjRNmzJlSv369Tnnffr0WbVqlaZpQVUZ/9qrk6dOuZCWWqFSRa/fpxm6YZnffPftkWNHt+3Y/sSokaZtmbZ1NuVcw8aNdD2k6yFCbCGYqgZLl07Mzc21bTsQCCQkJKxfv1EIoJSjV9gnn35epmwyjZTZm7oBwBveWsefkwmMzP7s4wmvv6rrIcdx16xdP/SxJ0Km1aRJo/SL5yklgYAP42/TIMThSlAnDmdMjB07Fk1XXWrNmffF2HHP2czqM6Dv+p83cAFWRN+mRPGSVy5nh3UCbEe45Nih/Z06tgMAmziWYyeWLmU5dtrF9Hr16gkh/vWvfy1YsABXLugh7fZmzU8eP0EJq1ypeki1sAj/9KmU+7r0EAIi6xo4ALVszbRUAPf1CS9/+vlHHBgDCKoK5axrl/t2/7bL1o1B/Qds2bjJDGllSpUOK80x2ndA/yUrlkNkmRzO7jdu3Hj16tVYcfbbb799++23ANC0adNTp05hKWXXrl0xXb9mzZo77rgDPdcNw0Byzc3NnTNnTlZWFj4CU6e9//jIJ1hk2Rtz6fiXX5k/Z66tG5grqlen7pEjR7Zs2XJP2zYh0/i3vVKMyGO46REj8nzGjUbkhJD09PQSJUqgqcann35aslTihp+3+DXt0cdHvfDK+MtZ2adTzleqUjnlwvmvv/2mTbu2pqmnpp6/rX69VT8ty87KqFatys+/bGEAB44cjksseenKZdO2ChYsGAqF9u/fX6FChdTzF0DAN/O/6tm1WygQ/GnFysefGGW5XAAs/vGHfn36usT2ZWc8cH+fIgU9nFiMkjvvbJ2ScsGlvFe/AavXbxDA23doM+7F5wXQC2nny5Yrs//gAQ4iuWKFgBIMaYZpOY0aN0+/mGFarogsFMbYzuv1app24MCBe+65JxgMuq47Z86c/v37W5b1zjvvjBgxwjTNsynnSsTHffjRTJs4g4cOGT7iMQGQfulinXp1Dx05vGrN6gceHGTaFqGuPxi49bb6uIjcdR3bNnNysmrXrnngwAHbtletWhUfH79s2YrU1PQ6depduJDmumzTpp/vuLMNA1BUTQAmvnmp+OInjhw01MCsTz966cVxANwwrO07fnvg4SEOoXv27KpZq2pWVgYAX7Ro8T33tMUpalzSFgrpDRo02Lhxo2UZ6RfP17+tTtrF8/6Q7/5B/Tdt3YyV/JcvZT056tknRz0LAvSQgUWIIPje37YnxBf7+uuvBcAXs2d17NzpcsaVjKzMxo0be73evXv31qpV6+D+A5S4UydPadKosRpUAr5grZr1iCNUxQQBPyxeNqD/g3BVBo6HtADW5Bum8sbE8cuW/8AE9QYDlLOXx7/S8d4OIEC4tGunzgf27KW2k1SmbCAQUFVV1ULbftvZsHGjo0ePAsCCBQtatWrFGFuxYsVdd92VnZ1tmma7du1Wrlzp9Xrr1q3r9XoppWvWrElOTpZLBx944IF+/frhWnOILCmcN2/ekCFDfD7fxYsXu3fvfiEtlXBGObOJQ4m7f+++GlWqHtq3X7h05vQPmjRqrKpqWlpax86dLmVm/FtCjhF5DDc9YkSez7hRIrcsSwixYcOG+Pj45OTkL7/8cvqMD0Y98zQDuJyV/dKr44snxN/Tvt2efXspZ16/7+tvvylSpEiFChUWL14cCPgA4MiRI/d27JBYutR93bruP3hAAFy6cjk5ORkAXNdds2bNna3viC8R169P34DPb5vWTytWDhn6qO24hmlrhj7y8ScKeDyDHhiwc8e2Zk0bH9i/FwR77rlnPZ6CQSV0T5t2u3bvFcAzszNeeGlcwUIFmjZvsmrNT6gUVrlqFZT8vHwls137DgcPHTGtsHY3HmanTp3OnTuHx/vNN9+UKFGiePHiY8aMyc3N9fl8pmmOGDGiRIkSEya+8clnn44Z+zzaY0+Y+IangKde/VvXb9wgAJYuXzZ8xGPoqJ2anla7bh3T1CklUtFs1qzPK1asWLp06alTp86aNWvIkGEAsGrVGiy/Hzx46PkLabbjYqkaJS5xrLlzZpVKTPh165bXXxv/2quvAHCfL/D94h8HDBxkWg4A37BhXc2a1T0ez8SJb+Xm+gIBhRAKALicPSMjY/jw4R6Pp3fvnvv27QmqPgH0/gH9PAU8cfElPZ6CLVvc+flnc/w+FQTYZjgtb1vGmdPH72h9+5QpUzwFPMOGPxpUFcuxz6deqFu3LuecELJhw4aWt7co6CnwyksvYyjPXN6pY9eE+DKoRT/muXG//rpdCJg2bdrTTz/t9eZQSuQq+efHPlPwFk/BQgUKFy1SJqnsm2+/ZeoGKvm3b9tu187f/F5fXPESuEhdAOimsX7jhlq1ahUoUOC55567ePEizoN8/vnn5cqVK1++/KRJk/Aufe+99woUKLB27dpChQoZhoFr5Cilly9fbtSo0aJFiwDAMAwsX/f7/VOmTElISGjduvW2bdtwlsQX8HMI+/bu3L6j7T1tihYu8sbrE86fSwGAffv23dO2jQDwBwN//ojFiDyGmx4xIs9n3BCRG4YhV1TLwmZCCBOcgqAgLJcwgGyfF2uFBIBNHABAh1OQot8RrxTMqwsATdOurjuPCMYxl4IA27YxGc64bDAH4IJTAG4aGqPhFdsCwOsLRBYyhZVKVU0RwDUjLAKjaiH0Q6NM6IaFMuy40t0wjEuXLj355JOhUMhxHNM05Zp4nFLlnCOjYCJdRETd8RCw6BoneqW2aOQM8FBIsW0TK9c4v6pzF9m+7Tgu9u25uT658D1SVs1x2znZmfg6rIUCgAMRnIPHcVK0LilKv2maETGzYVhqJ4BycHVTw3X2LuWCA3UBBKgKxuJg6oYS9J8+daxN2zt104g+LhFZq43khCZ4fq/P1A3BuKlbSlDHjaSnXbn33o6o8ua67qeffiqlYDQ9aDs6cQ0AygSVNXemaYIA4IISF1PZcg7aHwzgqY4uEZeacfKo8e6NXlxuWZbUccPyNxShC282EqzLWRWbOFh5h1KDxHYMLXxEKIUUtvsTHMeFf44Ykcdw0yNG5PmMv1C1LvWtZMeHZMkERe7EfpmDQCmPMOFRLiLyopJs8PJH74JSerU/jXR/yCKapknXKXTQ8vu9ANw0TSnpKiI/KPCJiiIi4sYhVT/l+wKAUDda76Vt27bRFhr4Pop+yPejN4UOH6gtKgCycrKRA3AvWASH/A1R8umy2MowDOQ5hGU5jAkcBuHq5IjcSlh5xnUdfC4AwDRN9BGRojTYwmhWQ4cVPI1yTCDAdWl4JZjjuI5zVTbfMl2ICI8D8MNH9re/9x4s3MN13ni88goKIXC8BVFS/OE/bfbJx18cOnQEm7Fjx46zZ88yxizLYMyVQbmmBwVwr98HkeVeuJor6pxYaE1GCAkXAEblh/AFKrBiXZt0jsFRV/R9LmXVIWLPChEnPTxFiqIwFvZRDd9RUYybx2CNUor+6H+OGJHHcNMjRuT5jBsictn7SDEvx3EYYwI4oQ7lrgBuE4sDk6G2AFBD4WjYsgluQPpNyRq6PNvPIwaOdIuvIxQYZkQMQ+UhSB6xiSMbgGyKDIQsK/218DNyX9IwQ3JAtLQ4wjAMuSnkUaRwNPwIjwxAyL1TzqT3CY4/KCXRjAIAMhzHfLg8Xun5hnpw+HU5mmGMRT7JTVOX+vPRrZUjBlxWF9kIBaCOY1FKcGglOBi6wygwevWoHcfSDeXylTSZz5AnDaItQQVQ4uK0OibGAUALWYKDFrJsm7guQ0fUCJ9xIRjjjmVrOJ6Iirp/Z64q13lL5sMRmLSqky/k8crDl29Ks1ER5bIaLTsYfR/K+01cQ9tyU9Ei7dEtvx5iRB7DTY8Ykecz/kLVOo+4gMstYDGXiPLdio6MpfOYblgCwHbC1Ci7s+iAGElddnPRwWW0yAZEeVY6jhNdiwdRDC2ivMkxzJV/4k/YSjUiU4q9LZY65zlRuOUws0Zibrk1pDr5vuXYuLvIQIEz5mJWmTEXTVNkFGgYFrKpooSkp7jkM1z0HFk/9jt2x5wwUjWG3TL4lgcC11Aa1o0T18Q5+/CZE+DYYf1dFG9BJVrGHUX1yXGJyyhG59iAsFO7bgAXuGItnIKGsOU5+p55vWELUVy7SCmRCXZKievmzSLImwGvuHyNzqHyv9HmqliyLq+UVEjNM6zJF8SIPIabHjEiz2f8hWI3iNhYYcIZc7CqGsRw3LQNATycDI9EcjgtjeZjONVt27ZUulZVVU5C8yjHaDlcyMzMxL5PiryG4zNdlxFnIBCQbZMMTaiLyjPRQbnk2qtkHInVcL0ZbhD5D7eJNiqqqiLBU878wUA0hUcH6DhvygTXTSMyp0sw+x0KKRAxfcEDdF3XcVxKeSCgyIuCZwbTHvICSQl6NDJBYsCHRwqkR6XQwe/34wukTzwQVVVt2+acEtckxMbZelR6FxwEh5BqwlXzeK6oPgCqGXr4QDijnIV0DTMxYbn4yDlFEUDXIXizoNeqJCwcmuTm5spsSm5udvTZkOcZoma+ZTQsD0reh1hkYBgGvsAP57mf/w6dRozIY7jpESPyfMZfmCPXNK1JkyZZWVm6rjuOg3XsANCgQQMs+Q6FQpI1g6riCp5+5XK5ihUYgIm5aMZch2BKNqSoMjsZ5iGX2MSRdVWGYUhLbyQDEVXnhWu0kF/RzZNz7g8GKBO24/r8wcZNmvkDChMcmdtxiQAeUPwCONp9cmDRvuk4QSt9LSFSlRZJTYOmabLyi4OwHFs6dMnBAeUs+rXrOkIw/MFBT/T5Z0ykpqZrmuHzBV599fWpU6cZmt6xQ/u01POO4yiK4lLOOKghvVr1moZpE5cJIUzTtNCjnXEASE+/JD1DFSUQxZGqZRnYePxApFqQBvxeAK6HDBDgEiEjchxvcRCEOnv372p9ZwuBM9MgcE2dbhotWrQIV7rZtmWYSOG2aVmGCQKwebKWwjRNPJ+obY53SPQ4Cb/LaXga27QtmzhBVcFqMg5C13WfzwdcfL9w0dgxz0fP7IRCoXLlyhFCon1Xo1//laBcDvd+/9fv37727z9GjMhjuOkRI/J8xl8gcsuyKleunJGRAVGGYPhnuDaNhQvBcry5AoAB2NSNL5VIhMuw7kwIx7KxJhmTsZZlYVgmhMCIFpkDRwMA3OfNQZ7WddOyiQCQQuICICsnmxKXMzcY8FE3XBgvAFLTLiZXqIST9Bg6Mw1J2kIAACAASURBVMEjyf/wRAChDjZbhoPILtGW6iJilIlZbsuxLcdGOqecMcGxEExEqurwBxenhTPNnHJOsbwcgKOcDkqEOo5bp0693NzwZL/r/r/2vjy8qup6O61VBAIkQICQBDJjgAQIEQmDgKCMigWqImILaBGxjALiAIK2WgG1zjKFMgYIQ0MYPjCBEBBljgmZ55s7z2ce9/r+WMn2Fv39WvjsEz563idPnpvcc8/d95xzz7vX2mu9r8Kx/t5JvWxWs9frhuY6QV6QQjt2djjdHC8qGuqJ6YzfyzI+jhPatAkGAJfLpes/eplzHEPnQACgaUTTiMfjsVoaNVUE0AWe1ZQmOxxZ0lUF/D6eLjqoulJ04/roR0diSRdOTdBRFAv7ccaDZxBnZpIg8ixHryuPx0OTBzTDHyhCLkkSIQTpHwgtuWjKoOA7Yp4DK8bX/fWDtW+vwT1jPgCnCHjusDucZnR+uj7y7+JfETm56b//KwwiN3DXwyDyFsattp/hnykpKV6vd/fu3RkZGS6XC29nuafOMD62uroWAA4dOpSVlUUAMvfttbntPt4fEhZqdVlyTh47ciKH3rgFhv3heuHxo8fOnz8PAOgynnfm9MXLl/5xNEfSVElTNYLNV6rP687L+yYzc9/JU7miSjSARpvzzLkLpWUV/ziSfen7i7qmAFGJriqKln3kePaR4za7u32HUJYTMDMsSCIn8AT0i5e/3525Y8/endW1FQT0QObGT5qTk3PkyJHS0lKfz4dHxmKx7Ny5My8vT9ebkvbbd+5otJjzC87uP5AlKbLT7dp/IKu6tsZqt7E8J8rSnr2ZFpt1X9b+goJ8AF2WRQC9qqri6tXLZ86cOXToEAaOFy9e7tix87Zt28vKKgoLi4qKikSBm/DY6MLrV48ePbJ3736L1a4B+HmpVdv2Ti+jqLpG9Jqq6i8+/7T8xg9I0u3bdRQECWcbPM+aLfWZe3deu37J53dlZu6WZTEv74zD4co5cuLcuW8BdFXkrnz/3Y6MrWfPFLB+TpGJwCvnCr4rL6veuWvP5atXNABO5r/JPzVizMM+xr9565a8M6ebFkp83pycHMqgBfln/56xrSmkJqAp6rZt27Zv3+5yuagPLCY8UI7t9OnTO3fubGhooH0KDXX1B/buO7A/q7S0VFVVlueyDh+yOh079uyuazQxHGuxWf+esa2k+MYXn3y6dPESuqDu9/s1TUPHM5/PV1JScuLEiaysLEVRbqpQuzX8hMi1gB+DyA0YuAkGkbcwbkPZze12P/TQQ48++uiCBQtmzpwZERHlsLmBQFKvvlcvFwKB55//w4gRoxYuXJjUp3ensI5Wl622saZ7z/DHJj46Y/aMiU9OGDXyYdB0q6nx048+fnBg2pxZs5966qnFixcDQHV1deIDvcZPnPDUs9Or6mplXSOgA+j11RXh3bq8+uqSxYuXpj340B9f/pOH4c+cu5A2eOgjox9duuzV5D59ly9b6nFYgWgTJz7+1NMzpj/7fL/+aUm9+2II21TXBrDq7bcGDX7wtdeXPf+HGV3DO1fVlAMAhsiCIHg8nvnz548bN+6ll15KT0/fv38/3ny7des2f/782bNnDxgwwOPzKpratl3woiWLFy5e9MiY0Y+MGT1j5nNz572UNujBNe+sRU23njHRgwY/9KeFC9LSUhctWoB59cmTHx837rG5c+dOnDgxJSWF5/kdO3bdc8+9CxYsMput77//wfoP1qmi8PCQh9IGDli0aMGUKdOSU/qLKvFxYlh4pJcVBFF+7fWVCXHxL8+bO3HsmFcXLRR5qWNoF3pOCwuvpQ5MeWneC1OmPjHqkeEPPzwMQB81avSjj459Yc5LX375tdtuGzJo4NNTpyz+0yuDB6WPHztB16C4qKxHVOzwYaNef+OtHtE91/7lzxrol65fTOyTMGHSxAWLFo6bMP4Ps2eZrRZeFKKjowGgsrJy5syZE8dPeGH2nG5duhYV/uDzeLt0Dlu0aNGSJUsiIyOp8zc0dy3Onz8/LS1t8eLFERERR44cIYR8uH7DkEEPvb58xW8nPxkTE1NZWUkAgkM6pKQOmPenV2oa6kvLy6J69pj9h1lPTfvdoNSBK5a+qimqqqq45OFwOLp06aKq6oEDB2JjY1955ZXf//73vXr1wnMamEn6d/EThv7XRP6/krJB5AbuehhE3sK4JSLHgA8tKA4ePCjLstfrjY2Nv36lWJMhOiq+rKSy5EbF4MFDPB6fpmk3SktCO4UwIquBGnRPUGVDhQqKy+9IeiCxsa7e43AmJ/V22h1AgOO44cOHm0ymoqKijp07We02vGkqRNdBA6IXX79yJPuww2FzOt01tfVJyf1FBXLPnO/eI8bl9rI8V1NVfX+re4Gop0+dHDduQl29mQAcPXayTdt2WGqHa9hVNdUff/IRJ7AOl5WAOuaxUUePZ2NwyTAMZmtbt26NPtYFBQVxcXF+vz80NBQb0pxO59SpUzP+vs3hckbHxuzcvcvhcqIH2rXC66Is/VBc1D91AAHw+n1BvwqqrK6SVYXn2V69EoqLf6ipqfrii88AdEVReJ5v1aqVqqosyz/wQG8A8PvZ5ctf+3D9BqLII4YO3rJ5I66mL1m6bMUbqxhe6RLeo7y6rrKqZsDAVI5hAXRFYB+Ij5MENSjoN9DchT979h/2ZO7AOrUX/zjrgQcSAfQJEyatXr1GFFRFJjUV5fv37ARVkXlO5KXY6Dib1VVZUXvfvW3cLj8BsNptwSEdWIk7c/70b1rfY7FZCUBJWWlEVKRGdJO5MTY2VhCEY8eOjRw5UuQFRZI//dsnc2bNvnr5SlxMLMcxqipjBgJZHGPo06dPh4SEAIDD4Th79tyDDz5UW1v/9ZcbraZGIMD4/DNnzszKyrLabXG9EovLSu1ul6Spk554PO/MaVmUQCePj5+wctlySfhx1cPhcHTu3Jll2enTpx84cACauxhoA+FN/ij/GgaRGzBwizCIvIVxe8Vu/fr1Q2lrABg0aPC3574HHZL79C+9UbHurx++/vqbiqJh31Sb4NYOl93NuCJjIkwOk0xED+sOD+9qs1hP/Z+TXTqHLVv66rx58xYuXJienv7JJ584HI4e0T0JgKgqPo7VACRFVAQWdCU/95vFixY8Pf2ZrhGRqYPSHV7mwqWrEydPMVltBMDpsIUEtwZdeWPF8q1bt2k6aDo0mq1du3VXVB31W3C11ev3rFi5/LnnZwx7OL1NcOujx3PoqirDMIcPH46Li8PELLpZX7t2bfz48bIsY+799OnTj4wZTQDatgtutJg1olts1nYd2kuKjJqs3bqHMxxrtdti4+NQGlYQuDlzZu3bl6mqcmVl+fz58yZNmpSent62bVu/3y8IUkRElNPpVlV97dp3N6xbD0RPTnqgob4WAFwu14XvLj42dqLbz4WEhikq7NqdmZyc/Morrzz91LSlCxf0faDXsZzj4d2isAddkqSEhLjKynLsFL906fsJE8bJsjxixIhDh/4BBBiG01S56Ifrc37//Auz58THxv0q6NccJ5SUlD326AQAkGTVzzJDhw/L//ZseWXZ0OFDfIwfVyXubXWfpMhVNdX9+vUTBGHp0qWvvvoq0XRNUSVBVCSZY9heCYmhoR2mT386P/80zzetUqO22saNG6dNm4aXDcNwPC8CgMfl/ezjv/328SfGjx0XHBycmZlJAKJjY1DG3Mf42wS3RS1V0Mm2zVvefG2lpmCvBHAcZzKZ+vbtK4rioUOH7rnnnuHDh7/44osmkwkAVFUNLHT4d/FzRE4CKPxnit0MIjfw3w2DyFsYt0TkeDPieX7gwIF4r9Q0LT09/fsLFzkvO3jgQ1cuXd309ebXlq8AneDNNzQ01Ol0ev2eiKjuPt6PmqkJvRLLysouXLgwZMiQvXv3bt2WsXP3rsPZ/yguuVFWUT5k2FBask4AeJ4lsnDm1PGeEd2O5mTX1td8d/lS39T+PlnKLSgY98QkDUCQeK/H1alDMJGFtW+9/vGHHwEAz4uCIERFRVE9TkmSFEVJTEzcsGHDN998Y7dbx48fjyusmFpXFCUnJ6dHjx5oU43H5NSpUyNGjAAAURQJIdnZ2ZMnT1ZVNTg42Ov18jzPsmzbtm0xXVFWVhYXF+d2u1mWbd++PQCg7/WcOXMOHz5cWVkZHx//2WeflZWVeb3e0NBQjuNEUYyJicHjuWbNmg0bNsiiNDR9SElJCRaI5ebmTpkyjReksLCuZrP10KFDY8eOzULs239gf1Z1dXW7dh3wPNpstt69e9+4cQNA1zQtLy9vzJgxqqoOGTKkuLhYkhRJkq5fvx4ZGbl546b6+vqGhoZWrVoxDFNaWjp48BBCCDb1JScnX71+7dKlS6NGjULtPLfb3apVKzRrT0pKAoBly5a98cYboijipA3TDABQVFT0+eefJyQkzJs3DydAKL23cePGGTNmYA2a1+tFyZe+ffu+s2btubMFtbW1M2fOzM7OFgQhLi7O7nRgbB0eHo5hPcdxe3btXrFsuaZp2CwOAFVVVdHR0djI53K5Tpw48frrr99zzz0XL16E2653+zlu/nniNdbIDRgwiLzFcasROYplpqamulwul8vFcdzQoUMvFJyTeSH9wUEVJaXnC871SeqNktQNDQ333nuv1+v1eDwdQkPsToefZSRFTurT+/oPhXUN9XEJ8Q6XE2+Gy19bcfX6tbKK8sgeUaqu8aLA8pyqa1jpNmbE0OwD+0SB8fo9X2dsik6Mt3hdeRfOPTx2TK2pgYDudtm6d+nkt1t+uHLx0TGPeL1ehmEOHjwYEhJCfakBgGXZ8PBwADCbzTabLSEh4dixY8jB2NpOCAkKCsKIvLS0NDY2VlXViIiI2tpan8/n8/lGjBixZcsWAOjZs+eNGzcAwGazRUZG2u12lmXr6+uRVxwOR2Rk5JUrVwDAarXGx8dbrdZ169bNnTsXACRJOn/+fOvWrRmG8fv98fHxNpuN47jFixevX79eluWUlJR9+/bhwCZPnrxlyxar1RoWFma1Wqurq6OiorDTDwBmzZplsVjatGmDp0+W5Xnz5h08eBCryZ577rnBgwfruj558uScnBx8yUcffbRq1SpN09CBLS4urrGxsbKysm3btkjJ1dXV/fr1Y1k2Ly9v9OjR0NzQ1alTJ5fLVVRU1L9/f5fLdfTo0aSkJIx69+/fP27cuJMnT3711VcAIMtyXl4e2r/Si62mpiY4ONhisWDTf6dOnRoaGhISEgCAYRiO4+Li4jIzMwVBSEhIqKurQ82cKVOmbN68WRAEXdd/97vfLVq0CN8Rl8ldLlfv3r1FUZw2bZrZbMZT/MQTTxw4cIDak/+Hvjv/JgwiN3DXwyDyFsYtETmWF2EfeWFhIb4wLS2t8MpVTZL7JaeUlZSqsrL27TUR4d0T4uJjYmIiIiIaGhqsVuuAgakofMZwbKewztiRvHnrlujYmOR+Kd0jIyY+PkmQRJO58eGRIwJ12RRFAk2uryqLiQxPHZCc3K/vM88/l9Cnj4Nl8i58O3HabzWAqppKIEpIcGvGYSWy8PRT01JSUvr37z927NiwsDBaOw0AHo8nOTm5d+/ecXFxgwcPHjly5Lp16wDA7/fj7dXhcGzevLlLly6JiYlxcXFbt271+Xz79+8PDg5OS0uLiYl54oknZFlmWZbyPcdxHTp0wKDQarV27dqV53mO49q2bRsVFfXggw/26NHjq6++EgTB6XSGhYX169cvKSnp2WefbdOmjSiKsiw/9thjAwcOzM3NXb9+/ccff8zz/MiRI0eNGtWjR4+BAwc++eSTGJKGhITwPM/z/JYtW6Kjo+Pj4zt16jRt2jSbzRYSEkIFwJ1OZ58+ffBd5s6d27dvX0EQxowZk5+fryiKx+Opr6+///77ExMTw8LCXnrpJSTXxsbG8PDw9u3bDxgwICws7OTJk6Ionj17dvr06RaLBbvIunfvjvq1sbGxAMDz/DPPPBMdHZ2WlhYUFFRVVeVwODp27NizZ8+hQ4fGxsZevnzZ4XDg4D0ej91uf/fdd0NCQlJTU0NCQo4fPw4Aw4YN69WrV0JCwpAhQ8aPH//uu+8KgoAzG0mSXC6X3+/v3LnzsGHD4uPjR4wYsXr1aswB4An1er0xMTEcxx07dqxDhw6JiYkpKSmDBg1Cm907AQaRG7jrYRB5C+M21shFUcRw0Ofzeb1es9lsNjUCgYa6eq/bAwR8Hi/opKaqWlEULG4SRfHb7y4QAB0Iw7FOt0uQRJfHzYuCRnSbw15TV6vqmqKpnMBfvHxJVhWqDYcRORCltrLM5bSyPFddX+fw+ZwcKwIUlpaKqkJAl0T+h6uXQJeBqKLAmc1mhmFEUSwuLgYAl8ulqioWTrMsW1dX5/V6rVarJEkejydQQw0fS5Jkt9sx347jxxDf4/HgtECSJLPZ7PF4UA/OZDLh/71eLybJWZZt3bq1qqrFxcXY5Yx3c1mWq6ursdFOFEUcks/nu3z5MqqVYZVWVVUVAHg8npKSEgCwWCyCINTV1aE1iM1m0zTN6/UiR2qaFh4ejl8WPIlWq9Vqtbrd7u3bty9ZsgQAnE6ny+XCIBXzE6iShh3hdru9oqKiW7duAGA2m/1+P+3aunbtGj7w+/0lJSWaprEsa7PZVFXF2Y/NZsPR6rqOawF2ux3neTcJr1L5OZZlTSYTSq46nU6/319ZWanruslkQu2asrIyfInT6ZQkyefzlZaWchyHxuR4NTocDjzmmEVHicDGxkYqFMgwjKZpgS5zLQKDyA3c9TCIvIVxS0SOxIZber1evCMDNK0U6qqmysrli5fuv6/VxYsXBUFYtmxZYmIiapdSbkbCRvdP1DHViM4JvCCJDMc22XkJvA4EX4JNz6zHAUQFULHsSCIEzbN8gqABMJyf8r3PhSKgCorM0FVSWnhPA3RFUbxeL34c7BenBADNy6sY2LEsq2max+PBVVuXy4Wvwhs06ovhMaEK6g6Ho0OHDkhdoijSOQEdD9b802osPM74JwqfUcsQPCnQvEgPAB6Ph1qksCyrKMqvf/1rHADP80uWLJk4caLH46moqOjUqdO3336LGnwQ4J2KLE4IQc7WNK24uDgqKkpVVUxio9sYzU7jx2xW5G1yZqMF4fTY4jI5fhYqr+Z0OmlXt9vtFkWxoaGBHkBoVrnHKRS1HMX0O06zqLxM4NGAZsVZaLYuxc14nqfaPncCDCI3cNfDIPIWxu0puwWuO/I8rykq6nSqsgIELl+8NHz48MTExMzMTAAwmRtJs1gYSpRTNVOq3Rb442P8mFpH4pckAYgKoACoXq8blb80AKffL2iaSouKVVng/bqMG/8o361pGoatlCMhwM8KAGiJFq1dJ4TgB8TfgVOBmzTnA4uicSe0RM7j8QwfPjzwjZCfqBysIAi07Q25EwKcYXHkgfvHYeBvPCm4no3PBgcH01Nps9kyMjJ69Ojx+OOP19TUBFIvDoAGyhaLBR+gFuzo0aOpSQkENG5RyxbcldPpxJfQDfAIB3qPBmrg0wrzQJsyPM6U9Qkh9LqiR4YePeo3Grh/Gt/jOUWfWRwbDg8nK4GjahEYRG7grodB5C2M26hapw/ob5T0wt8+n496fuBCOAEQJBF7yWgPDzVNwf1jjBV4igP8S3TO5+b9Hio1SgDsbg/uTdJ0lPME0DVVVEUONeBwYPS2jhQSKPJFLTcgYJpCg0jM+uIt+KanqOYoBHh7IG9hnlwUReSnwA5mNPGkH5B2OeMecEscEgamgabsN82cmgxMm5kAH4wePZpqpODHwfiVWqXRlACCjo36rONqPf6TyqSjZiodFU5TEIEHlo4ksCgSAhze6CQGmnVb0R0Ht6fa6XSQ1JKcYZibGsExWxA4xaGzLjqqwEPd4jCI3MBdD4PIWxi3UbVOH9MgD8lZlRVVVjDa0zSNYRgCgDLdVFJDUGRJU0W5yXiU5orpfQ0JjN6UCSFNZt6aTHRVkgRd1/0sowHIOhEU9cfuXq1JyVWReQhYncU3wgYq3CflyJtupjTMpc/ST0otwOmraHypqmqgQTXuPHBCEHjd/ugY1rw3GuX/1DuVhs7UXwSnHTRhQMfTbIfaFLZi7xx+alzCp7RHXebouwQearrKELgNtZChcwJ63Giwi2/006MamJmnHxOfoj5m9LMEFpmTAH9bfEyX7QOvQMrxdKLTZKsTMIbbEXf7RWEQuYG7HgaRtzBulcipuBs0UxcGbXgDRQ4ghGCUTABYnlOBaAA+jhUUWUU6l5p4JTCew87gm0JPAECBMCCKrjXFweh4Joj/lJNHExEAXDo3YOBOgUHkBu56GETewrhV0xQAYBgmMLlKYbfbMU4VRZEXBUmRZVURZUkDaLCYmyJyTZF1jQBgSTkATJ48edeuXTSE1TQN8+FYr4Tv6PO6AXSOYQGAYTgC8N7769e+897PKG01p98NGLhDYBC5gbseBpG3MG41Iqee3FRDWxAEWn2tqj9GyYIkNi9jqxqACiBoiodjNNxM0zVFVSQZ7S+BgNvpgmZXU45hZVHCp3RVA9BFkYfmVKrL6Vv3wcevrXjr5wQyDSI3cGfBIHIDdz0MIm9h3GpEjguZGzZsaGhoeOGFF4qKigghN27cWLFixXvvvdfQ0CApstvrsdptZRXls158If/8ucIbxdt27lABdmftu3DlkqDIuq4fPngo75tcIPDl5198e+48EFj91qry0rKFf1pQUnwDCFjNlldenv/Jx39rqKvXdZUQTZKkwsLCP774cu43+X99/8M/v/uBQeQG7nwYRG7grodB5C2M22g/4zguNjY2PT199+7dXq/3xIkTCb0Sv9608dPPP4uIimy0mAnA3gNZffqlZOzYvujVpekjhr+3YZ0CZOacWX/fs0vSVAD49G+fLFqwEAj88YUXjx7JcTmc9/3m3ilP/jZz9x7G59+1Y2fnjp22bc34/NPPUvom2+1WhvHl5OT06dMn58iJ11a8GR+XNP/lRQaRG7jzYRC5gbseBpG3MG6JyDEcb2ho6NWrV0lJicfjYVk2JiamvLICpV0OHj60/LUVFpt1yMPDrxRe1wBEVRk+etTK1W/Zve73P1z/yVdf4Pu9s2bt26tWi7ww98U/fvXFl0CgQ7v2dTW1QEASxNT+A8pKSoGA2dSYtW//u++uBdAjIyPLyyslUZMl/bdPPvVPEfnNXG7AwJ0Cg8gN3PUwiLyFcasROa6Fp6amXr58GQBUVQ0KCho+4uEe0T0HDEztm5I8ZNhQAtChU8dGm5WVRTfr37F3z9++/JxTpJlzZn29PUMFUFV13V8/eO/PfwEC8+e9fOjAQZ/HG9K+A8q7Ws2W++9r1bd3n769+wzo1z/9ocE9e/ZUNPW+++7nOAEIMH5h01cZq998pyn8DiDymzndgIGWhkHkBu56GETewrhVImdZVtf1/v37m0wm1PHo3LlzTV1tQ6PJbLWYrZZGi5nluT7Jfe1ulwbACPye/ftenPeSqCpvvr1647atjMADwDtr1r7/l/cYn3/G9GePHz1mNVuiIiIlQXQ5nETTu3QOq62uqa+ts5otdXV1Ho+HE/jQ0E5+PwsAfh+/7q8frnpzzU/DcYPIDdxpMIjcwF2P/5HIGYZxu91YpVxSUrJp0yZo1qww8EuBsjjV2FJVFUXUASAjI2Pv3r1UlCNQzCQqKgqtQSRJSk1NPXLkCOqCZWdnT506VdO05557bvPWLQTA4XJ2CA15e+0aVdfeeOvN1WveFmVJkqS0tLR169YRQqZOnXro0CFFUbp160blUyZNmrR9+3bsKT9x4sQzzzxjMpmeffbZLVu24CWRlNRn5co3AMDr9UOAWClqqrTwYTVggBBCCCVsvCxRNeHrr7/Wm0G3xK9hy43UgIHbx01ETsk6iK7IIqlUVFRs3br1JqFmA78gSMCthGVZJMtdu3ZlZWXh7SZQk9VkMiUnJ1ssFrSs8Pl8oaGh3bt3/9WvfoWGkoIgWK3WwYMHt23btmPHjjNmzFi1apWu6+Xl5e3atevWrVtkZOSqVatWrlzJMMzKlSszMzM5jmvdujU9xU6ns3///l27dg0KCkpKSsJWN7vd3rFjx3bt2nXu3Hnp0qWLFy8mhBQWFoaFhWmadpPRlgEDLQ6c+xJCPB6Ppmkoo4TxigEDdxNkWfb7/YQQSuS6rgchYfA8j55UVVVV27dvx2+FgV8QaIOBPE11Q30+Hx7/7du37969Gzmexu6BeuC4Xk4Iof4ZaGeJoPYen3322YoVKzRNQ552uVwo4ErVTPE2h69SFAWnAnpzwxu+yufzIVWzLMtxnK7rqDyDUTtqdFPZ9pY+rgYM6HpAowfex/DLsmnTJq0ZdEv8GrbgUA0YuG1AszcxANDUuq7rQQCgqqrD4UBhr6Kioq1bt+otrZn83wDSLJKqqurmzZszMjKQ1KlENpK3ruvo+hxoJYIP8OXo2IFOXzt27Fi+fDkAKIpCFbabJNua/SjRd4T+ieYcoijiZi6Xi04C4J99wKjfRuBuDRi4E0Cnp1Ten+d5IyI3cJcBgzSWZQkhZ8+e/Sci13Xd4XCgD3RJScnevXvRU9nALwi01ZIkCUNb9J9mGAYNvo4cOZKdnY1GXn6/X5IkTHFLkkTtPTAURidQu92uKAqeUQBQVRXp/NSpU7t27cIpG/I97gFfiz1syNOEEFxPAQCO4/A+iIE4IQQnDYIgUKNuqVmYnWVZURTNZjMA8DzfUsfTgIFAcByHD1wulyRJeHEeP34cv24UcjNaYIgGDPwSEEUR66Dz8/N/JHKMAlmWRUVuQRDKy8sxC2/gF4TP5/vpf7xeL3JnY2NjfX095rox304IsdvtPM9zHFddXe1wODRNs1gsHMdhwlyWZYfDIcuyyWSyWq3o6GW32202m9vt9vl8DMM4HA6e5zEVb7fbcTOXy4WGlW63l8nKmgAAAfZJREFU2+PxmEwmj8djs9l0Xff7/dXV1Vj56PV6bTab1+v1+/0ul8vr9Voslrq6OkmSBEEghDidTnzWgIEWB17n+O2gNRw2m83XDLolrjS14FANGLhtYECILWb5+flbtmxpInJZlnVdx6ormsv9T+cH/gtB/oceGJonR4iiSI0sA5/SmwvapWbXasyN0/w5ALjdbvouuA0hBPdDl1VwP5IkUaNM+r6NjY10Vxj308f0/zRwp5mA2zgUBgz84tCbPddlWQ68Ym+q+DVg4P9ryLKsaRpe4WfPnt26dSvQ9jOO45xOJ83TYjXWf6p8/r8bP3tukGh1Xad1cHRLXdelAD/sQND/qM3AP51OJy2mwwdSc1Ycvc6oYTYuctMqNgjgafqYWqnKskwNtgM9s1v6iBowQEhzdRu9jLG34qZCoZYeowED/6/A0At/FxQUIJGrqhoEAB6P57vvvjt69Ghubm5BQUF+fn5BQUGeAQMGDBgwYOCOQW5u7qVLl06ePJmbm3vw4MHs7GxMzTZVrdtstrq6OqvVarPZTCaT2Wy2GDBgwIABAwbuGDQ0NGBhk9PprKuro03IQZgm1Zt1xKB54bOlUwgGDBgwYMCAgR+BK6p0MRTXSWVZbqpapwufpFlM9D/b1m7AgAEDBgwYuBVAc+cwPqB6bv8XttXJGvtsZw8AAAAASUVORK5CYII=" alt="" [/IMG] Concerning the vizualisation issues, I'd suggest that you reach out to the support team so that they can investigate further. Drop them an email at: informatics.support@perkinelmer.com Hope this helps. run 3

If "Plate cell based" is selected, the cell level data will be aggregated to well level data after the completion of cell data workflow.

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