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   "source": [
    "# Teoría VED: Explicación Determinista del Entrelazamiento Cuántico\n",
    "**Autor**: Víctor Estrada Díaz  \n",
    "**Licencia**: CC BY 4.0"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5f6g7h8",
   "metadata": {},
   "source": [
    "## 1. Postulado Fundamental\n",
    "$$ dt^2 = ds^2 + dv^2 $$"
   ]
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  {
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   "source": [
    "## Conciliación Relativista del Entrelazamiento Cuántico\r\n",
    "\r\n",
    "<div style=\"margin-left: 30px;\">\r\n",
    "\r\n",
    "Se propone una interpretación del entrelazamiento basada en la Relatividad Especial.\r\n",
    "\r\n",
    "En un frente de onda fotónica, todas las partículas comparten el mismo tiempo propio de emisión t0, ya que para un fotón el intervalo de tiempo propio es nulo (delta_tau = 0). Es decir, desde el punto de vista del fotón, no transcurre tiempo entre la emisión y la detección: su \"reloj interno\" permanece detenido.\r\n",
    "\r\n",
    "Para el observador, sin embargo, el fotón es recibido en un instante t1. Pero como el fotón no ha experimentado paso del tiempo propio, se mantiene en su estado original t0. Esta diferencia permite interpretar que el observador no percibe una evolución ni un colapso, sino una conexión directa con el estado original del sistema.\r\n",
    "\r\n",
    "Por tanto, en cualquier frente de onda luminoso, el observador percibe las partículas desde su propio espacio-tiempo, pero las partículas mismas siguen ancladas a su tiempo de origen. Esto explica fenómenos como el entrelazamiento y la superposición desde un marco relativista, sin necesidad de recurrir a la probabilidad como entidad física.\r\n",
    "\r\n",
    "Este enfoque da respaldo a las objeciones de Einstein contra la interpretación probabilística de la mecánica cuántica. Si se abandona el concepto de probabilidad como algo físico y se adopta este principio relativista, podría lograrse una conciliación coherente entre la Relatividad y la Mecánica Cuántica.\r\n",
    "\r\n",
    "</div>\r\n",
    "\n"
   ]
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   "source": [
    "![Geometria Lorentz del Espacio-tiempo](espacio-tiempo.png)"
   ]
  },
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"
    }
   },
   "cell_type": "markdown",
   "id": "21d93f8f-2414-4ac0-a9bc-8aa692e51132",
   "metadata": {},
   "source": [
    "![image.png](attachment:19a32ebb-4aaf-4b2e-a265-7a3992aa2eb1.png)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "i9j0k1l2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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/7777xN89Hg9fUlKyZp+kzM7O8gD41tZWnud5/otf/CL/zne+M6T7VMTXk4wQiw+BEGd4ngfHcfB4POA4DhRFiVYefnUJZBgGHo9HNF0L1iDBIiS8TlAxryCweysQzOrnPirfNP76178iNTVVPN/+3//7f7j77rsBAC+88ALuvfdedHV1YWlpSbQ+OhwOJCcnAwD0ej127doV9nbNZjMuuugiWeNa1pvvLbfcgs997nP4xz/+gcsuuwwf/vCHA869tbUVLMuipqbG63WXywWTyST+npycjKqqKvH3wsJCzMzMhDTfAwcOiP+32+3o7+/HjTfeiJtuukl8nWEYZGRkBBzjkUcewc9//nOMjIxgZWUFbrcbe/bsWfO+r33tazh58iTOnDkDo9EY0ucXFxcxOTmJQ4cOie/XarU4cOCAl7urt7cXd911F06fPo25uTlwHAcAGBkZwY4dO3D99dfjXe96F2pra3Hs2DFcfvnlePe73x3SMVICEuNDIMQRnufh8XjgdrvB8zxo2vsSpCgKNE1Dq9VCp9OJIodhGKysrMBms2FpaQk2mw1Op1NczAgqZDnCzy3JOgu84x3vgNlsRm9vL1ZWVvDLX/4SKSkpGBoawuWXX45du3bh97//Pc6ePYtHHnkEwPmYDQGj0RiRyJYuvv4QhL4Uj8cT8P2hzPfTn/40BgYG8MlPfhKtra04cOAAHn74Yb/j2Ww2aDQanD17FmazWfzp7Oz0ioPxFW4URa2ZdyBSUlK8tgcAjz32mNf22tracOrUKb+ff+qpp3D77bfjxhtvxD/+8Q+YzWbccMMNXt8PAPzmN7/BD3/4Q/zxj39EcXFx2J9fj/e///2wWq147LHHcPr0aZw+fRrA28d93759GBwcxD333IOVlRV89KMfxUc+8pGwthFPiMWHQIgTgpWHZVmvGJ5gN1HBsiMIJF+LEABRKAnWIMF6RFCYtAg/ly7rLJCSkoKtW7euef3s2bPgOA7333+/eL787ne/C2lMvV4PlmWDvmfXrl345S9/GTCbKTc31ys+hWVZtLW14R3veIff8UKdb2lpKT772c/is5/9LO6880489thj+OIXv7jmfXv37gXLspiZmcFFF10UdF+CEcqxAID8/HwUFRVhYGAAH//4x0Ma+4033kBjYyM+//nPi69Jg4oB4OTJk/j0pz+Nn/zkJzh8+HBYn8/IyEBhYSFOnz6Niy++GMB5C9TZs2exb98+AIDFYkF3dzcee+wx8Ti9/vrra+aanp6Oq6++GldffTU+8pGP4NixY7BarcjOzg5pX+MJET4EQozheR4sy4JhGHAcF1XgciAh5PF4YLFYMD09jZqaGiKE1MClOH+HDcfdpV39XBzYunUrPB4PHn74Ybz//e/HG2+8gUcffTSkz1ZUVODvf/87uru7YTKZ/Lpqbr75Zjz88MP42Mc+hjvvvBMZGRk4deoUDh48iNraWrzzne/E8ePH8be//Q1VVVV44IEHsLCwENV8b7vtNrznPe9BTU0N5ufn8fLLL6O+vt7veDU1Nfj4xz+Oa6+9VgxAnp2dxYsvvohdu3bhfe97n2zHQuBb3/oWbrnlFmRkZODYsWNwuVw4c+YM5ufncfz48TXvr66uxq9+9Sv8/e9/R2VlJX7961/jrbfeQmVlJQBgamoKH/zgB/Gxj30MR48exdTUFABAo9EgNzd33c8DwK233orvfve7qK6uRl1d3ZrvISsrCyaTCT/96U9RWFiIkZERfPWrX/Wa5wMPPIDCwkLs3bsXNE3j6aefRkFBATIzM0M6hvGG3A0JhBgiiBKPxyO6tuSMzZG6xniex9LSeT+Jx+MhrjGlyQfwEYT+eKkFcBWAvJjNyIvdu3fjgQcewPe+9z3s2LEDTzzxRMgpyDfddBNqa2tx4MAB5Obm4o033ljzHpPJhJdeegk2mw2XXHIJ9u/fj8cee0y0/nzqU5/Cddddh2uvvRaXXHIJtmzZEtDaE+p8WZbFF77wBdTX1+PYsWOoqakJmi7++OOP49prr8WXv/xl1NbW4sorr8Rbb72FsrKykI5DqMdC4NOf/jR+9rOf4fHHH8fOnTtxySWX4Be/+IWXEJHyr//6r/jQhz6Eq6++GocOHYLFYvGy3nR1dWF6ehq//OUvUVhYKP5ccMEFIX0eAL785S/jk5/8JK677jo0NDQgLS0NH/zgB8W/0zSNp556CmfPnsWOHTvwpS99Cd///ve9xkhLS8N9992HAwcO4IILLsDQ0BCeffZZ1T5wUXyozkoCgRAWLMuKQiOY4BFcYNEKIovFgr6+Pq9ARSGQWrAMCRYjqUVIq9WSQOkgOJ1ODA4OorKyEklJSeF9uBXAQZyv0xPsTksBMAB4E8DOCCdKICQAUV1PMkFcXQSCzPA8D4fDAavVCpPJFLKVRxAmkeIv6FLICJNuQxBabrdbtBhpNBoxmFoIqCbIwE6cr8h8JfxXbgbO34W1q+8joodAiDnqtEMRCAmKICoWFxfR0dERluiJB9LUeEHoCO44u92O5eVlLC0twW63w+VygWGYuM1tw3IU5y05V2Hto6bg3noTMWlXQSAQ1kIsPgSCDEgtKUIsT7QWnHAJJ81W+hnBIiR8luM4uN1uuFwurxgiabA0sQiFyU6cr8j8IM7X6VnC+eytSxG3mB4CgXAeInwIhCgR0suFUvyCWFDCUhLNNgUxQ4RQDMmDrMUJCQRC+BDhQyBEQaDaPED83FcCcouPYELI5XKJxcuIECIQCIkEET4EQgSsV5snES0+6yEVQkJskPDjcrnw1ltvoa6uDkajUYwf0mq1G6bhKikDQCBEjxquIyJ8CIQwEYKBhWqtgRb2UEWIXKIg3uJC2i9Mo9GINYR4nofT6RTfQ9M0dDpdwnae1+v1oGkaExMTyM3NhV6vT6j5EwhqgOd5uN1uzM7OgqZp6PV6xeZChA+BEAZCvMt6tXnCXRjlWEgjCW6WGyE13tcilMhCiKZpVFZWYnJyEhMTE0pPh0BIaJKTk1FWVqZocUMifAiEEBBcW6FWYKYoShUm3XgjFV6+FqFAQsi387wahZBer0dZWRkYhgmpLxOBQFiLWgqmEuFDIKxDqK4tKUpc2Gqw+AQjkBASgqWdTidoml4TLK0WIURRFHQ6nd+GmwQCIXEgwodACILUyiNduNdDECHxruWTSPgeT+F4sSwLlmUDps+rRQgRCITEhAgfAsEP/mrzhLPYEotP+ATqPO8rhARzudRsToQQgUAIFSJ8CAQfhNo8QoxOJEF4wkJMLD6RE0gIMQwjNnX1FyNEhBCBQAgGET4EwirSthPrZW2th1T4xAulLT6xFhvBhNDs7CwsFguqq6vXNFxVMnuEQCCoDyJ8CAScX0SXlpYwMzODkpKSqONIlBA+mw2pEOI4DjabDRRFrbEI+VaVJkKIQNjcEOFD2PQIVh673Y6BgQGUlZVFPeZmtPgojSCCfC1CHo8naHsNIoQIhM0FET6ETYu/thNyCYfNavFRan/9bdefa0wQuW63m1iECIRNChE+hE2Jv9o8gstEDojFR30IgdACUiHk8XjE90iFkBqKrREIBHkhwoew6RBq8/gGMCtp8SGiJf4EE0KCRUhoweGbNUYgEBIXInwImwbf2jy+Acxyig9i8Yk/0QqScISQNGuMCCECIbEgwoewKfCtzeOv1ovc/bWUEiJK1Q5SUgDE4jhLhZAwvj8h5BsjRIQQgaBuiPAhbGjCqc0jt1CJt/AhC27skPYYA7yFkNvtxuzsLBYWFlBZWUmEEIGgcojwIWxYwm0uKs3+kWOxUkr4kGrRscdXCHk8HiwsLIDnebhcrqDp8+S7IRCUhQgfwoZEsPKwLBtyMUK5hcNmjLnZyJWjQ9m+IG6EGkJECBEI6oMIH8KGwl9tnnA6qgMQPxctSlp8NhtK77Pv9qUxZP6EkLTzvE6nI53nCYQ4QoQPYcMQrmvLF6mrSw7CET4ul0tc/AiJx3pWwmBCyOl0iu8hQohAiD1E+BA2BIFq84SD3BaTUIQPz/Po6+tDf38/aJpGZmYmsrKykJWVhbS0tLD2YzNbfBKNUIWQbw0hIoQIhOghwoeQ0Ehr8/A8r6qO6usJH6fTiZaWFrhcLhw8eBAcx2FxcRHz8/MYGhoCRVHIzMxEdnY2srKykJycTBa9ICidTh9tU1t/QojjOFEICdXFiRAiEKKDCB9CwsJxHCwWC3ieR1pamuo6qgcTPnNzc2hpaUFOTg727t0rLnLp6ekoLS0Vu41brVbMzs6ir68PWq1WtAZlZWXBaDTGdP7horTwUBK5M+kCCSGWZcGyrFeMEBFCBEJ4EOFDSDiktXlGR0eh1WqRkZER9bjS4GY58Cd8OI5DX18fhoeHUV9fj+LiYgAQe0UJ0DSN9PR0pKeno6KiwssaNDk5ie7ubhgMBi8hpNWSy1lJYik4/DVc9RVC4+PjKCoqgtFo9OozRoQQgeANuVMSEgrfthNyZ07J3a9LOpbT6URzczPcbjcOHz6MtLQ0AKFZK2iaFgUOADAMIwqh0dFRdHR0IDk5GcB5a1JOTg50Op0s+xEOmzWdPd777SuEOI5Df38/cnJyvP7ur88YEUKEzQ4RPoSEQVqbR7jpy9lRHZC/X5cw1uzsLFpaWpCXl4f9+/dHbZ3RarUwmUwwmUwAzluMrFYr2tvbMTQ0hM7OTqSlpYliKTMzk2SMxRC1FI3UarXQ6XSiRYhhGHg8Hi8hJO0zJkfZBgIh0SDCh6B6gtXmoWlaTF+XA7mFD8dx6O7uxsjICLZt2ya6tuRGp9MhLy8P7e3t2LdvHwBgfn4e8/Pz6OrqgtvtRkZGhiiE0tPTN9Sip3SMD6AOi5PwnQZyjREhRCAQ4UNQOevV5olFY1G5xuN5Hj09PaAoCg0NDUhNTZVl3FAwGAwoKChAQUEBeJ7HysqKKITGxsbAsmxUqfMEb5QWXsL2g/WhCyaEAP9VpYkQImxEiPAhqBahAWSw2jxyxuTIOd7MzAzsdjuysrKwf//+uLiZAmV1URSF5ORkJCcno7i4GDzPw263i0JISJ2XBkonYuq80hYXpbcPhH4MAgkhaed5iqKIECJsSIjwIagOwbXl8XjWrc2jthgfjuPQ09OD0dFRGI1GlJaWrit65A44XW/+FEUhNTUVqampEafOBxqXoAzhCh9f/AkhIaZOsAj5CiEha4xASDSI8CGoinDbTsid1RWNq2tlZQVmsxkcx6GhoQHt7e2KZPuESySp8waDIQazjxw1uJoSyeKzHkL8j3R8QQj5swhJs8YIBLVDhA9BNUitPKFaQdRi8ZmenkZbWxsKCgpQV1cnLgJKCJ9otxksdX5kZAQdHR1ISUnxyhhTInVeTahF+MSKUISQ8FpaWhrpPE9QNUT4EBTHX22ecGIVlIzxEbK2xsfHsX37dhQWFsZsbkrhL3VeiA/q7++Hw+FAWloaWJbFwsICkpOTFUmd38yLbDgPC3LgTwjNzs5icHAQ+/bt81tVmgghglogwoegKMJTo2C1CTd4MhZZXaGKFYfDgebmZvA8j4aGBqSkpEQ8lpwuiliLLSF1Pi8vD8D5zvLz8/Po7OzE8PAw+vr6NnTqvD/UYPFRcvvSGCGhRpWQnBCovQYRQgSlIMKHoAhSU3k0HdXlzuoKVThMTU2hra0NRUVFqK2t9Wvh2CgWn/UQUud7e3uxc+dO6HS6uKfOK32clRYeSm8fOC90fHuMAW9/N0QIEdQCET6EuBNuAHMwYhHjE2w8juPQ1dWFiYkJ7NixAwUFBUHHCnVBjldH+FizWVLn/UGED+fXsudPCAk/LpcLbrcbgP86QkrvE2FjQoQPIa5I207I0Uk6njE+DocDZrMZANDY2Cj2xorX3NSOv+8yVqnzoW4/Xij9PatB+IQ6B1+rkK8QklqEhKrSWq2WdJ4nyAYRPoS4INTmmZycxNDQEC644AJZbmLxyuqSurbq6upCillJ1KyuWBJu6nx2djb0er3S0w4JpYWX0qJAqLkVLsGEkNPpFN8jCCHBIkSEECFSiPAhxBypa4vneTH9VQ5iUcdHOh7Lsuju7g7JtRXruW1E5EqdV/o4R7roy4UQX6MkgVxd4RKqEPLtPE+EECFUiPAhxBShNo9wUxRuZHIRy15ddrsdZrMZNE2H5NryN9Zms/hEu+1QU+fV1nVeDcJL6UU/VnMIJIQ4jhOFEE3Ta2KEiBAiBIIIH0JM8K3NI9yE5HZNxSqra3JyEm1tbSgpKUFtbW3EJnylF8REJ1DqvG/XeWGBk8vqEAlKu7qULhkQL6tTMCFktVoxNDSEHTt2ECFECAgRPgTZ8a3NI71RyW2hiUWMz+TkJOx2O3bv3i0uuJGOtRHr+ChJoK7zY2NjcDgcePXVVxXpOq/0MVeLxUcJ8SW9v3AcB7vdDoqiwLIsWJYNGCwdz4KPBHVBhA9BNqS1eQJVklWq7k4oCNlGWq0WjY2NEWcXSVF6QdzISFPnPR4PbDYbKioqFEmdV1p4KL19QFlrm+8chB/g7fR5lmXBMIx4X/KNESJCaPNAhA9BFnxr8wS6icTC1SXHeBMTE2hvb0dSUhIKCwtlET1yi7xQ2OgWn2DEM3XeF6WFh9LbV8sc/IkvaVVp4G0hxDAMPB5PQCGktIgjxA4ifAhRE05tHrU0FRVgWRadnZ2Ynp7G7t27MTU1JdvcgNAtPnIuGEoJH6UXPX/WxY2aOu+LWkSH0nMIxd0WjhASXGNECG0siPAhRIzUfBxq2wk1WXxsNhvMZrOXa2tmZiahqygrvfAoRSjHOVDqvNVqjbrrvNLCQ+ntC3NQOsNOePgKh/WEEOC/qjQRQokLET6EiIi07YTc2TfCeOHe+MfHx9HR0YGysjJUV1eLc5FTrMgdyB3qNhM5nT2eyJk6r7TwUHr7QOJYfNYjkBDyeDxiDTKKoogQSmCI8CGEjW9tnnBudtKbiRwI43EcF9LTJsMw6OjowOzsLPbs2YPc3Fyvv8spVsIVIYkkGjYioabOB+o6v9mFj1pS6uWegz8hJLj3BYuQrxASssYI6oQIH0LISGvzCDe5cC/ucIXKekgtPuuxvLwMs9kMvV6PI0eOICkpye94Sri6Etm9phbkXmgCpc4L6fMcx4lCyO12K25pU3qhVYPFJx6ZZUL8j4BUCAkWoaWlJaSmpiIlJcUra4ygDojwIYQEx3FgGCbqjupS4SMHoYzH8zzGx8fR2dmJiooKVFVVBbw50jQt7mO0kBtd/Ii16JCmzvvrOr+4uIilpSUsLS0p0nVeDcJno1p81sOfEOrr60NZWZmXtcg3WFrp72szQ4QPISih1OYJB2mMjxysZ/ERXFtzc3PYu3cvcnJy1h2PxPgQ1sM3db65uRnJycnQ6XQxT533hxqEj1osPkrPQbgGdToddDqdX4uQv2Bppee9mSDChxAQnuexvLwMp9MpVsCN9uIUxpBTXAD+hZTg2jIYDGhsbPTr2vI3ntxz2yxstv31xWg0oqSkZN3U+ezsbGRlZcmaOq+GBX+zWnz8Ic0uk1qEhHsLx3Fwu91eVaWJEIofRPgQ/CI8oUxMTMBqtWL//v2yjS1nSrs/IcXzPMbGxtDV1YWKigps3bo15JuI3MHNm83io+S2lV4opNsPljo/PDyM9vb2iFPn/UEsPm/PQQ3CJ1AMo3B8iBBSFiJ8CF741uaRu5s6ENtaPgzDoK2tDVarFfv27RNTlcMZi1h8Eg+l3XvrbT+c1Pns7GxkZGSEFfyvBuGjFotPNAJSznmEciz8CSHhx+Vywe12A/BfR0jp7zuRIcKHIOKvNo9Go5HdahGr6s1LS0swm80wGo04cuQIDAZDxGPJOa9Q3xvvbRLkI1zhESh13mq1orOzc93U+Wi3HwuIxedtIimkCATuPC8IoUANV0nn+fAgwocA4G1Tq29tHjmznATkdgFRFIWJiQmMjIygsrISVVVVEd8ElBI+hOhJ5Do64aTOZ2dnIzU11Wt7ahA+arH4KD0HQajIVa4jkBByOp3iewQhJO0zpvT5oGaI8NnkCK4tIWvL94KJRaNNOccULFRjY2PYv38/srOzoxpPyQKGibpNgryslzrvr+u8GhZ8NVh81CC+pBZzuSFCSB6I8NnEhNJ2Qm63lJxjLi4uwmw2AwB27NgRtegBEt/VBSgf76IESu9zLC0uvqnz/rrOUxQFg8GAiYmJmKfOB0INokMtAhCIjfDxZT0h1NHRga1btyI5OXlN5/nNLISI8NmkSK08wdLUY+Hqilb48DyPkZER9PT0YMuWLRgbG4NWK8+pLHdwcyhjcRyH3t5eLC4uiqnOvq6McLapFJv5RgrEb//9dZ1vb2+Hy+WKS+p8INRg8dlswscX6b2cpmlYLBZUV1eD4zi4XC44nU7QNL0mWHqzCSEifDYZ0rYTAIKKHkB9Fh+Px4O2tjYsLCyIrq3JyUlVpqCHInycTieam5vh8XiQn5+P+fl5DA4OiunQwsIVzhM8SWePP0ruN03TMBgMMBqN2Lp1a8xT5wOhFouP0gu4ENishnkAEIOggbfjj1iWBcuyAdPn1TD/WEKEzyZCqM0TzhNJLIRPpOJCcG2lpKTgyJEj4lOsWgOS1xvLYrGgubkZOTk52LdvH1iWRXl5OTiOw9LSEqxWq/gEn5SUJIqgrKysgAvXRr5ZqRmlg4ul24916nwg1CA65OoBGO0clBaAwjwA7/u8tIUG4C2EGIYR/y5ki0kbrir93coJET6bAGnJ9HA7qsfK4hNu1/Lh4WH09vaiqqoKlZWVawKw5ez9FWvhw/M8BgYGMDAwgPr6ejGAVRprlZmZiczMTADnaxMtLCzAarVicHAQbW1tSEtLE4WQ78KldLyLEqhhn9UifHyRO3U+2ByUXvDVIr6UPg5AaEHWgYQQwzDweDxeQoimaZw9exaHDx+Oi+s0lhDhs8EJJYA5GEq7utxuN9ra2rC0tIQDBw6IlXClqDUTy99Ybrcbra2tsNlsOHToENLT0wEEX7i1Wi1ycnLEPmPShaujowMMwyAjIwPZ2dlgWVYVImCzofQxD8fiFGrqfLjxZkpbvQB1iA6WZRW3OknnEc53EkwILS4u4pJLLsH8/DwRPgT1Ilh5ovE5SzMF5LqphSp8FhYWYDabkZaWhsbGxoAXmxIByZGMtbi4iKamJqSnp6OxsTHiOAvfhcvhcIhCaHl5WUx9FlwZSmT4KIFaLS5q3v56qfODg4NrUuf9dZ0XrMpKiw4yh7eRQ4BJhdDKygoAICUlRY7pKQoRPhsQ37YT0QSqCRewnL7z9YQPz/MYGhpCX18ftm7dioqKiqDzl9viI7f1iOd5jI6Ooru7O6T9CXcbKSkpSElJQUlJCcxmM1JTU6HRaDA9PY2enh4YDAZkZ2cjOzsbmZmZMXtaU/ppX2mU3H+5XDyhpM776zovCHylzwE1iA41xBkJ85DzWNjtdhiNRlXsW7QQ4bPBiNa15UsshE8wq4rgClpeXsYFF1wgxrmsN0e5rDRyW484jkNLS4vY6FWOWkPBoGkaSUlJKCkpQWVlpVeGz9DQEGw2W0wCW5VGDRYXJYnV/vumzrMsi6WlJb9d54Hz8WiRtIqRCzUIn0jbVcRiHnJe2zabDSkpKYqLWzkgwmcDwbIspqamkJaWBr1eL8sJKhU+chHI4jM/P4/m5makp6fjyJEjIbuC5O72Ltci5nQ64XA4YDAY0NjYqMiC4Jvh43a7YbVaMT8/j87OTng8Hq9WCGlpaRvixhZv1CC84rF9jUazpuu8EHgPAKdPn45L6nwg1BJgrfQcAPmFj91uR3JysmzjKQkRPhsAaW0es9mMCy64QLZFVriZxlL48DyPwcFB9Pf3o7q6GuXl5WEH5KktxmdiYgKdnZ3QaDS44IIL4rYorjd/vV6/JrBVEEIjIyMAIC5aQnxQOHPfrHV8lN6+UsJLCLxPT0/H2NgYjhw5gsXFxTWp84EyEOVETXFGarCixkL4RFpYVW0Q4ZPg+NbmEYKR5UIIbIuV8HG73WhpaYHdbsfBgweRkZER0RzVYvHhOA5dXV2YnJzE1q1bMTo6qtobhTSwtaSkBDzPY3l5GVarFTMzM+jt7VWkAnAislFdXeFsHzgvrH1T56UWRrlS54PNQWnhoxZXl9wCzG63b4jAZoAIn4RFWptH2nZCjS0mfKEoCizLwmq1orm5GZmZmVFlOcUiLicSHA6H2DusoaEBLpdLtKLEi2iEG0VRa+I5FhYWMD8/L1YATk1NFYVQZmamKp5sASI8lN6+EFztOweDwYDCwkIUFhbKmjofaA6A8sJHDVYnQH4BJlh8NgJE+CQgvgHMvo3q1NRiwh8URWFxcRETExOoqalBWVlZVDdtOS0+kYqomZkZtLa2orCwEHV1daBpGm63W/EFORo0Gs2a+CAhbb67uxsul8srPiiR91UONrPwCWX7cqXOB0JNwkcNDwQkxicwRPgkGOvV5lG64OB6uFwuTE1NweVyReza8kXJOj4cx6Gvrw/Dw8PYvn07ioqKIh5LDmK5Tb1ej/z8fOTn53s9vVutVoyOjoJhGAwODmJlZSXsRUsOlF74lURp4ROJlcNf6vzy8jLm5+eDps4Hm4MwrpKoyeITixifjQARPglCqLV5YuXqkmNMi8WClpYW6PV6mEwmWUQPoFwdH5fLhebmZrhcLjQ0NKy5KSghfID4LML+nt5PnjyJlJQUcdHS6XRe8UFKpjnHGqWFh9LZTHLsP03TyMjIQEZGRsDU+aSkJC8hJI05i7ZmmVywLAutVvmlleM4WedBhA8hroRTm0eNri6e59Hf34/BwUHU1taC4zgx/VWu+ckl9kIVK0J8UnZ2Nvbt2+f3BqOUxUcJhH4+eXl5MJlMYFlWzO4ZHR1FR0cHUlJSRBGUmZkp601ZaYsLoLzFSWmLj9zbD5Q6L405k6bO63Q6xUUPoC6Lj5zJCCS4mRA3WJYNq7mo2lxdLpcLLS0tWFlZEXtTjYyMyB4zJGeMDxB4IZFWla6trUVpaWnA72QjW3zW27ZGoxGrRVdVVYkdwq1WK3p7e+F0OpGeni6+Jy0tTRWLRaQoLbyUFj7xsDj59qzz13Weoij09/fHPHU+GGrr1SUXdrs95gVY4wURPipFWptHuKmEcmNTU1aXxWJBc3MzTCYT9u7dKz7hyxmTI/d4wjH2t5B4PB60trZiaWkppPikzWTxWQ/fDuHS+CAhu0daPyiS+CClF/7NvH0lrBy+59TMzAy6urrgcrlinjofDDVZfEiMj3+I8FEhHMeBYZiI2k6owdXF8zz6+vowNDSEuro6lJSUeM0/Fllicsb4AGtvXktLS2hqakJqamrQhqm+Y202i0+oGI1GGI1GFBUVged52Gw2zM/Pw2KxoL+/H1qtVnSLZWdnrxsfpIZ93szCR+ntA+ctQjqdDtu2bQuYOp+ZmSkKoVgV49vIwictLU228ZSECB8VEag2TzjEwtUVjphyOp1oaWmBy+XC4cOH/V4osSiIKGevLuDthZTneYyNjaGrqwtbtmzBli1bQv5OiMUnNCiKQlpaGtLS0lBWVgaO48T+YuPj4+js7ERycrIohLKyslQRPCpFaeEVixibRNo+4O1ui3XqfDDU4uqSO63e4XCQdHaCvEhdWwAiEj2Asq6uubk5tLS0ICcnJ2DAbzjjhUosLD5CFl17ezvm5uawb98+sZ5NJGOppWVFIkDTtFdQq8fjEftB9ff3Y2VlBenp6aI1KD09XeEZK2/xUMP2lbZyBLO0yJ06H+k84oncBQyFBscbASJ8VIC0No9QfTlSNBqN7MJnPWEhrWVTX1+P4uLioDdhuRfnWMT42O12tLe3Q6fTobGxEUlJSRGPpfSiFC9itY86nQ65ubnIzc0FcN6qKLRBaG1tFdN2U1JSFO0grbTw2OwWn3AER7Sp83LNI5bEwtVFsroIURNqbZ5wECoGy0kwV5fT6URzczPcbndA15a/Ocaj23skCMf/zJkzKCsrQ3V1dcQ3ManwCef90bARLD7rkZSUhKKiIjE+yG63o7OzEysrKzh79qxXGnR2dnZEojVclD7mSgsftVt81iPc1Plg7la1uLrknAfP83A4HCS4mRAdPM/D7XZ7WXnkuHHFM519dnYWLS0tyMvLw/79+0OOu4iFq0uOhYfjOHR3dwMAamtrUVZWFvW8gPAWRaUXsGhRIqYpNTUVKSkpMBqNKC8vx9LSEqxWKyYmJtDd3Q2j0ejVXyzSnnCBEPZZaeFBLD7yWVrWS51fWVlBWlqaKIKkqfNqsfiQJqWBIcJHATiOg9vtxmuvvYZt27aJF5ccxCOri+M49Pb2YmRkBNu2bUNxcXFU40WLHDE+KysrMJvN4g083HieQPMCQhcDcixem8HiEwyappGZmYnMzExs2bIFDMMEXLCys7ORkZEh2yK1mYVPolt81sM3dT5Y13m5Qw0iQUiUkbtJKYnxIYSN4NoSsrZiZZ2JZcuKlZUVNDc3g2EYv20aQh1PTVldc3NzaG5uRn5+Purr6/HSSy/JIh4isfgQIsffwq/Var3ig6QLVnt7OxiGQWZmZlTdwdXw/SotfNRi8YnXHIJ1ned5HmfPnvVyi8UqdT4Qwv1aLouP2+2Gx+MhwocQHv7aTsQiEDlWYsrj8YgdyAWBEOlFFYvg5kj2WdpKQ2q5kmt+SggfOTPcEolQj7HvguVwOEQhNDg4KGaUCUIolMwe4ura+BafYEhT5wsKCjAzM4Pdu3eLtalimTofCLmFj91uBwDi6iKEjtTKI01Tj4VbKlZZXUK2g28H8khQQ4yP2+1Gc3MzVlZW1gRlyyUeiMVH3VAUhZSUFKSkpIgpzv4ye6T1g4LFByktPIjFR/nYGuG+IZRbCCV1PhYB+HJkCEux2WwAiPAhhMB6tXkSweKzsrKCsbGxqFxbvgiuKblu1uHu8/z8PJqbm5GRkYHGxsY1Qdlyt9SIt8VHKaGl9MIXLdL4oMrKSq/MnsHBQbS1tSEtLU0UQkJAq9LCVti+0t3Z1SA61DAHwPu7iGXqfLB5yB3fk5KSovjxlQsifGKEUJvH34UgEIt4HDmtSNPT02hra0NKSgq0Wq1sqYzCsZAr6yDUxZ7neQwPD6O3txfV1dUoLy/3u1jL6eoKdSw5RYPSC7FSyC28fDN7XC6X2F+ss7MTHo9HXNCURA2uNjVYfNQgvgRLS7BjIWfqfLB5yJnRpWR9rFhAhI/MSNtOrFebJ1YZWNGKKSGte3x8HNu3bwfDMJiampJphvILn1AsPgzDoLW1FYuLizhw4IB40/GH3HEy8a7jsxmJh9gzGAwoKChAQUGBGB8k9BcDgJMnT3r1F4u08m+4qEH4qEV0KN3KJJJ7mq/AdrvdohBaL3U+EHILn43UrgIgwkdW/AUwr6f81ebqcjgcaG5uBs/zaGhoQEpKCsbHx2WPyQHkW6zWs6osLy+jqakJRqMxpAajcrqL5HabhYKSFp/NYm2Sxgfl5eXh9ddfx86dO7GwsIDp6Wn09PTAYDB4xQdF674IhBqEj9w1YyJBDeJLDheTXq/3Sp13Op1ixlioXeeJxSc4RPjIhLTtRKjFCNXm6pqenkZrayuKiopQW1srXjixSD8HINuYweY3Pj6Ojo4OVFRUYOvWrSF/L4kc47NZUXrfhcWosrISLMuK/cUE90VqaqoohDIzM2WtqgsQi48aYnzk7o8FnK9UHih1PlDX+VjE+GyUqs0AET5RE03bCY1GA4/HI+t8IhFTHMehq6sLExMT2LFjBwoKCrz+LrdLTvCBy9lmwldcsCyLzs5OTE9PY+/evWEViSQWH0I4+DveGo0GJpNJLITpdrvF+KCuri7xqT07OxvZ2dlIS0uLWLioQfioIcZHDcIn1pavULvOG41GMAwDu90uS+q8MM5GgQifKAjXteWLRqOB0+mUdU5ClkmoGVMOhwNmsxkA0NjY6PfkjkVtGDmtSL5jCftEURQaGxvDjrWQOzOKWHxijxrce8GOvV6vR35+PvLz88WndqF+0MjICAB4pTcbjcaQv0s1CB+1WHyUPv/jLb4CdZ0fGhqC0+nEW2+9JUvqPLH4EAC8XZsnmuaisaqyDIT25DE1NYW2tjYUFRWhrq4u4AUbqyBsuWN8eJ4XiywWFxejtrY2opuQnEJvM1l8lF50lCJc4SF9ai8pKQHP81heXobVasXs7Cx6e3uh1+u9AqWDxQcJ5yqx+Chv8YmFqyscpKnzWq0WdXV1sqTOE+GzyfGtzRNNc9FYCQogeHAby7Lo7u4O6NryN6bc85RbXABAd3c3RkdHsXPnznX3ab3xiMUn8VBy36PZNkVRSE9PR3p6uljnZXFxEVarFaOjo+jo6EBqaqpXo1Xpta108UJhDkqLDjUIHzXMQTqPcFLnhXPLX2bcRhM+yn9DCYTQXDRQQcJwiVVWFxA4cNhut+PUqVNYXFxEY2NjSAIhnh3fI8HtdgM433OroaEhKtEDyOvqindBwc3epFQJ5D7eGo0G2dnZ2Lp1Ky644AJceOGFoiDq7u7Gq6++inPnzmFwcBCLi4uqsLaoQXypQXTInU0l9zyE1Pnq6mocPHgQF154ISorK8HzPPr6+vDaa6/hzJkz6O/vh8ViESs2R9OZ/ZFHHkFFRQWSkpJw6NAhvPnmm0Hf//TTT6Ourg5JSUnYuXMnnn322YDv/exnPwuKovDggw+GNSdi8QkBaW0e37YT0RArV1cga8rk5CTa29vDdgOpWfhYLBY0NzcDAA4cOCBL6XclhM/4+Di6u7uRkpKC7OxsmEymuDc2lAOlRJfSMT6x/J5805ul8UGjo6Pi/WlsbCwufaD8oQbRQebwNizLBm2vIhAsdf6ll17Cv/7rv2LHjh0wmUwoLi6Gx+MJaVyB3/72tzh+/DgeffRRHDp0CA8++CCOHj2K7u5ucZtSTpw4gWuuuQb33nsvLr/8cjz55JO48sorce7cOezYscPrvX/84x9x6tSpiFooKf8NqRye52Gz2dDX1yer6AFi4+oC1goqlmXR3t6Ojo4O7Nq1C/X19WFdnGoUPkKD0XPnzqGqqkocUw5inXEmheM4tLW1obu7GzU1NcjLy8PS0hLOnTuH119/HW1tbZiYmAg5CJ5YfJQhnkLDaDSiuLgYO3bswEUXXSQ+xMzOzuKtt97CiRMn0NHRgampKbhcrrjMSQ1WJzWIDjXMAYjc8iSkzm/btg0f/vCH8dprr+HKK6/E9PQ0fv/73yMrKwvvfe97cf/996OpqWnd++QDDzyAm266CTfccAO2bduGRx99FMnJyfj5z3/u9/0PPfQQjh07hjvuuAP19fW45557sG/fPvz4xz/2et/4+Di++MUv4oknnghLiAkQi08QBCvPysoKent7UVFRIev4sXB1CeMKJ6TNZkNzczNomo4owwl4O+ZFzos6mjgat9uN1tZW2Gw2HDp0CGlpaejs7FRlQHIwIbKysgKz2SwWixRuVCUlJWJ2hsViwcTEBLq7u2E0GsX056ysLFWY1NWEUguvkkJTCJTWaDTYu3evGB8kWIM6OjpEK6JQPygW1Y1JjM951OLqkiOtnqZpbN++Hdu3b8frr7+Om266CZdeeileeuklvPTSS/jWt76Fu+66C7fffrvfz7vdbpw9exZ33nmn15iXXXYZTp486fczJ0+exPHjx71eO3r0KJ555hmvffvkJz+JO+64A9u3b49o34jw8YNvbR6dTgeWZWU3acfC1SWMy3EcJiYm0N7ejtLSUtTU1ER8U5DGDSltVVlcXERTUxPS09PR2NjopfbjZaUJdyx/CC66vLw80QInuFIB7+yMLVu2wOPxiAXxenp64HK5/NaBIRYfZVA6lVzYvhAflJ2djaqqKng8HtF10dvbC6fTifT0dFEI+av6G+0clIKIr7eRO7vM4XAgLS0Nu3btwq5du3DbbbeBYZigFsW5uTmwLIv8/Hyv1/Pz89HV1eX3M1NTU37fL22Z9L3vfQ9arRa33HJLxPtDhI8P/mrzCE9IchenipWri6Io9Pf3Y3FxEbt37/brSw0HuSstC2OGMx7P8xgdHUV3dze2bt2KiooKrxttvKw00Y7F8zyGhobQ19eHuro6lJaWiq8HQ6fTITc3F7m5uQAg9okSKgPTNI2srCxQFBUTMR0KSi/+m3HbwvYDLXI6nW5NfJBw3kir/gpCKNK2BGpY8NUyh0hcL3Ijt+XJX1aXVquNe2+0s2fP4qGHHsK5c+eiut8Q4SMhUG0e4QSS+2SKhavLZrPB5XJF5dryRWnhwzAM2tvbYbVasX//fmRnZ695j9xxObGwHjEMg7a2NiwsLODgwYNRdfWWVm8V3GJWqxWTk5NwOp04deqU+OQfK/eGP5QWAUqgtLUjnO0bjUYYjUYUFRWJ8YtCo9X+/n6x2J1w7hgMBtnnECvUIHxYlpUlwUKOecjZEiWSdPacnBxoNBpMT097vT49PR0w87agoCDo+1977TXMzMygrKxM/DvLsvjyl7+MBx98EENDQyHNjQgfeNfmEZ6efK0JAGLWUFSum4bQl0qn02Hr1q2ydYcW5qaE8LHZbGhqaoLBYEBjY2PAG7HaLT7CfiQlJYXUKDUcpG4xvV6P6elplJaWwmq1iu4NudojqJlEreMTLZHePyiKQlpaGtLS0lBWVgaO48T4oPHxcXR1dYlxZUItmEACWungZqGAqdLCRw3iS5hHrC0+66HX67F//368+OKLuPLKK8V5vfjii7j55pv9fqahoQEvvvgibrvtNvG1559/Hg0NDQCAT37yk7jsssu8PnP06FF88pOfxA033BDy3Da98OE4DgzDBG07QVFUTKwzwokZ7UnKMAw6OzsxMzODPXv2YGBgQPbeWnJndoViVRFilMrLy7F169agNxS19teiKArz8/Noa2tDaWkpqqurY3pjFL6rQG6xkZERUBTl9VSvhifUREZpK5dcD06CuzQrK2tNXFl/fz9WVlaQlpYmCqGMjAzxXFZadAj3EqVFh1qETyxcXZHU8Tl+/Diuu+46HDhwAAcPHsSDDz4Iu90uipRrr70WxcXFuPfeewEAt956Ky655BLcf//9eN/73oennnoKZ86cwU9/+lMA8Op/J6DT6VBQUIDa2tqQ57VphU+4tXli1UkdiO4kXV5eRnNzM3Q6HY4cOYKkpCQMDw/LHjskdzxSMHEhNE2dnJwMOUZJTmEml4jiOA4rKytYWlrCrl27oi6sGCq+cw/mFvPNFounW0xOlI7xUdraEYvt+8aVCTVerFYrJiYmwLKs2BWcZVnFW2YAylcuV0tWl5zBzYKrKy0tLezPXn311ZidncVdd92Fqakp7NmzB88995wYwDwyMuI1z8bGRjz55JP4xje+ga997Wuorq7GM888s6aGT7Qk3h1OBnzbToRSm0eJKsvB4Hke4+Pj6OzsXGMRiVVhxHi4unxTvEPtCKy2GB+3243m5mZ4PB5UVVXFTfSsdx5L3WKVlZVgGEZczDaTW0xONqrw8UWo8VJYWOjVFdxqtYJhGJjNZphMpqiaYUYKsfh4I6cAczqdYFk2IuEDADfffHNA19Yrr7yy5rWrrroKV111VcjjhxrXI2XTCR/ByiM8oYR6ksZC+AjbD3dchmHQ0dGBubk57N27Fzk5OV5/V3tvLcD/HGdnZ9HS0oKCgoKIiiyqJcZHSLnPyMhAZmZmyAGichHO3LVarddTvVAVWHCLARBFkNrdYptVoCkhvHy7gr/88suorq7GysqKlyVR2gMqltlOahI+Slt8hLhRuebhcDgAIOKWFWpk0wgf39o84TYXjWWxwXDGXV5ehtlsFoN9/S1EsUiTj4WrSxiP53n09vZieHgY27dvj6gEudxNTyP9rkdHR9HV1SWm3J89ezahmpQKVYETzS22mV1dSgcWC2RmZqKwsBDA280wrVYrBgYGYLfbkZ6eLgohaXyQHKjF0qKGeQj3QbmEj81mEwtlbhTUcdeKMf5q84R7o4iV8Al1keV5HmNjY+jq6kJFRQW2bt0acB8SwdUlCBWXy4Xm5ma4XC40NDRE3AFYaYsPy7JigPm+ffvEALxwx5JjEZUzyDsct9hmZjO4uoJt3ze4WWiGKVijXS6X2F+svb0dDMN41Q+Kti+d0sHVAnIXDox0DoB81i8ho0sN4louNrzwETqqR2LlkRKP9hKBEOrYWCwWr0U1EGrsreVvPLvdjhMnTiArKwv79u2LynqgZIzPysoKmpqaQFEUGhoavMoIKNGdPVas5xZjWRYcx4HjOGRlZclWTkHtqEF4KL19IPi5ZzAYvOKDHA6HKIQGBwfFjDJBCIV77qjB0iLMQ2lXV7hhHOtht9sVaXwbSzas8BFcW0LWVjSiB1DO1bW0tASz2Qyj0YgjR46EFC+i0Wjg8XjknKaswofneSwtLcFqtaK+vh6lpaVRX1RyWnzCGctiscBsNgeMS1JC+MRre1K3GM/zeOutt2AwGBRzi23GXl3C9pV2tQGhH3+KopCSkoKUlBSUlpb6dakmJSV5CaH14oPUJHyUnodaUtnVzIYUPnK4tnyJZSd1f+NKWzRUVlaiqqoq5H1Qs6vL4/GgtbUVi4uLMJlMXhU4oyGeHdWB89/P4OAg+vv7UV9fj5KSkojH2ghQFCVahAoLC/26xYQeUSaTSfZsMaWPsdIWF6W3D0TuWvHnUl1YWBCtQW1tbUhLS/OKD/Jd2NUgOISHbaXnIbfVyWazRdzKRK1sOOETqO1EtGg0GjH9XU78WXw8Hg/a29sxPz8fkmvL35hqdHUtLS2hqakJKSkpqKiogM1mk2l28Y3xYRhGFG/rtZ7YyBafYARzi42OjgKAVxHFRHaLKX28lRY+ctfQ8RcfJDRa7ezshMfjEWPLsrKykJaWphrhA8gXVBwpcouvSKo2q50NI3yE2jwdHR0oLy9HUlKSrDeDWFl8fIXP4uIimpubYTQag7ZoCEasLD6RjimtObRlyxZs2bIFw8PDsi4Y8bL4hNt6Qi1CRGl83WKCq3Nqago9PT1eqc/BWiOoEaWFh9KBvaHE+ESDwWBAQUEBCgoKxPggaYNe4HyRToZh4HA4YDQaFfk+5A4qjmYecru6NlJGF7BBhI9Qm4fjOIyPj6OwsFD2J0iNRgOXyyXrmMDbgoLneYyMjKCnp0cUB5FevGoKbmZZFh0dHZidnfWyXsUiWFpOi4+/uU1NTaG1tRXl5eWorq4O6fvZrBafYFAU5TdbbH5+XmyNILjFsrOzkZ6eHvKxVgqlhY/SFp9QisDKgTQ+qKSkRIwPGhkZgd1ux+nTp2EwGLxEtJx98YKhllpC8ejMnugktPCRtp0QTJ1arVYV9XbCGdfj8cBsNmNhYSFg9/Fwx1SD8LHb7WhqaoJOp1tTc0iJ3l+h4iuiOI5Db28vRkdHsWvXLrHceqjzUrsQkYtIFz5/bjHhiT5Ut5jSdXyURGnho6TFSYgPMplMYBgGu3btEuODhoeH0d7ejtTUVFEEZWZmxswVJQhAInzUT8IKn0ABzGopNBgqDMNgZGQEmZmZOHLkiCxPJ2oIbp6amkJbWxtKSkpQU1Oz5magdouPMJZQZ8jtduPw4cNh3wBCFT5yPTErLbTk2LbRaITRaERRURF4nsfy8jIsFgump6fR09ODpKQkUQSpwS2mBuGhBouPkggPvhqNxquRpdvtFkV0V1cX3G53zFqyqCGwGZA/0FsIbt5IJKTwkbad8A1gThThw/M8hoeHMTs7i4yMDOzfv1/WQGylLD4cx6G7uxvj4+PYuXNnQOuI3C0wYlHHZ2FhAWazGZmZmRHXGVJCiChtgZATiqKQnp6O9PR0r4wfacfw9PR0OJ1OOBwOxYJcN7PwUTrGCAi82Ov1euTn5yM/Px88z3tZE4WWLEJHesGaGOmxVEOANSC/xcfhcARN4EhEEkr4hNJ2QqvVxi37KlKElO6lpSUUFhZCo9HIeuOKVYzPesfV6XTCbDaDZVk0NDQEfUqQ00ITi/GcTifeeustsfVEpN/PRipgqAZ8M36Ehay/vx+jo6MYGxuLe7aY0kJTaeGjJotPMIS2C8nJyWKQvVA/aHZ2Fn19fdDpdKIlMTs7OywL/EYWPsXFxbKNpwYSRviEWptH7RYfwYqQlpaGxsZGjI6Owm63yzDDt1HC1TU3N4fm5mbk5+ejvr5+3QtPrTE+LMtifHwcTqcTBw4cCLuUgL95EYtP7BDcYhMTEygpKUFycjKsVmtc3WJKCw81bF/pBT8S0SG1JlZUVIBlWSwuLoqxZR0dHUhNTfWqHxTs/JFbcESK3PMgri6FCKc2j1qFD8/zGBoaQl9fn5cVIRbWmXi6unieR39/PwYHB4MW8gt1vGjmF+2CL7SeYBgGKSkpUYseIDxBJleMz2bFdyEL5BaTxnfItWArLTw2u8VHDvGl0Wi8+s653W7x/Onu7obL5UJGRoYohHzPH7VYfDiOW7fSdTg4HA4ifOKJUJtHcLGEUpAwnoUGQ8XtdqO1tRXLy8u44IILkJmZKcu4gYiXmHK73WhpaYHD4cDhw4eRlpam2BwpiorqOAoWq4KCAphMJvT19ck2L2LxiQ/+3N5St5jT6YxJEUWlj7fSFheltw/ERnTo9Xrk5eUhLy8PwNtFOOfn5zE2Nib2pBOsiWoJbmZZ1iuDNlpIVlecEeJ5gNCzXtSWzj4/P4/m5makp6fjyJEja5R4LIsNyvkk6CtUBJddRkYGGhoawn7CkFsQRGrx4XkeAwMDGBgYwLZt21BcXIzZ2VlFOr3Lsc3NWssmFJKSklBUVOSVLSaHW0wNFhclXSxqsPhwHBfz7D7fIpw2mw1WqxVzc3Po6+sDTdOgaRpTU1PIysqKqPisHJB09vVRtfARxE44F1WsCg2GK3ykvZyqq6tRXl4et5gk4aSPhfARstF6e3uD7leo48lFJOMxDIOWlhYsLy/j0KFDSE9PF8dSQvgk4vZ8UWrb4W5XbrfYZnZ1bVSLTzAoikJaWhrS0tJQXl4OlmXR398Pi8UixgelpKSIFqF4NOkVkFP48DwPu90eljU/EUgI4RMOsXR1CQUT17vABBeQ3W5ft5dTrOJxAHlvBoIVqbm5GfPz8zhw4ACysrKiGk9uV1c4i5/NZsO5c+eQnJyMhoYGr+wNOcWD0kKEEBrB3GJjY2PgeT6gW0zp71dp4aMWi4+Sc9BoNEhKSkJqaip27twJj8cjViOXNukVzqH09PSYCTW5RSDpzp4AxNLVBaxfpMpqtaK5uRmZmZlobGxc1wUUS4sPy7KyPWW4XC4sLS1Bo9HIUmhRyawuofVERUUFtm7duuaGmcjCZzMLLTkXvvXcYgaDASaTCdnZ2WAYRnGLi9Lb32wWH39ILS06nW5NfJAghFpbW8FxHDIzM0W3qpzdz4mra31ULXwiORFimdUFnD+p/IkZaaxITU0NysrKQpp/LAKRhe3KNe74+Dh6e3uh1Wpx4MABWS5QwZ0k1007FPcUx3Ho6enB2NgYdu/eLd6UfIlXw1NCYrCeW8zhcECr1WJgYAAmk0nWbLFQUFr4KG1tEeagtPAJNgffauR2u120KPb390Or1XoFSkcTnBwLVxcRPionVsJHSD33N7bL5UJLSwtWVlbWdW35Eov5BptrOLAsi87OTkxPT6Oqqgrj4+Oy3eCEceS6aa8nVqStJ+JZXJFYfOJDPPfZ1y3W398Pq9UKh8OB8fFxr2yf7OzsmHe2VtriovT2AfUIn1AEB0VRSE1NRWpqKsrKysBxHBYXFzE/P4/x8XF0dXXBaDSKIijc+lNyCh+HwwGe54nwUTuxivERxvYVE4JrKysrC3v27Ak7uykWWV1A9LFDDocDZrMZFEWhsbERKysrYgqwHMgdhxRMrCwsLKCpqQlZWVkhtZ5QytWl9FNztCT6/CNFo9EgOTkZ27dv93KLzczMoLe3FwaDwStbTM4aK4DyFh+ltw+oR/hEElpA07QocLZs2QKGYUS3mBBon5aWJp4/GRkZQfdVziw/h8MBAET4xJNILqZYxfgA3sJHWrivtrYWpaWlEbvmhGwptbStmJmZQUtLC4qLi1FbWwuapuFyuWTPwgLkc8f521+e5zE6Ooru7u6wMtBIjE9iooZUfn/VgIVFbHBwEO3t7eIiJleQq9LCQy2iQ+k5sCwrS5NprVaL3Nxc5ObmAjgfaC/0F5uYmADDMF79xXzjg+SsJ2Sz2cTA7Y2EqoVPJMTK1SUdW+rakqZBRzomIH8tjkgsSRzHobe3FyMjI9ixYwcKCwu9xlOz8PF1dbEsi/b2dszNzWH//v1iNdZIxoqWzSpENgvBvl+NRuM3W0wa5OqbLRauiFGD8FHa4qMWd1ss6iklJSWhsLAQhYWFYsyNIIQGBwdB07RoDcrMzATP87LNQ8joUvrYyo3qhU+4T7CxdnUtLCygpaUFJpMJe/fujTprSjih5I7ED9fV5XQ60dzcDI/Hg4aGhjWmzVhkYQHyWnyE80Rw09E0jcbGxrCfVuS0moQTLyRXrBOp4xP/bYf63flmi9lsNlgsFszOzkbsFlNa+KhFdGyGOUjjg0pLS8FxHJaWlmC1WjE5OYnu7m4AwMDAAHJycpCZmRmVa3UjprIDCSB8wiWcejvhwPM83G43+vv7sW3bNpSUlMhys5FafOQkHKFisVjQ3NyMnJwc7N+/36+YkxYwlLMootwupdnZWbS0tKCwsBB1dXURnQPCZ+TaV9KyYuMTyXkiLYInuMWEbLFw3GJqED5KW3zUIHyUaFlB0zQyMzPFNkh2ux2nT5+GRqPBwMAA7Ha7V/2g9eKDfCHCJ0EQFm05T0Kn04mWlha43W5s2bIFpaWlsowLyJeB5UsoY0pT8Ovq6oKKObnFgDCmnILP6XTCbDaLrSciRc6Ms1DFHcdx6O/vh9PphMlkiriTeCwXIA7AMgA7RcEOwEZRcFAUbKuvdeXlgU5Ph16vBwOIPywAhqK8fwdAA9Dg/E1I/OF5r9cMPI8UACnSf31eS189vkotvnIJTY1GA5PJJDbHdblcYspzMLeY0sJDDaKDzOE8wnpSU1MD4Pw5JLjF2tvbwTAMMjMzxfMoNTU16LkjCB+lhW208D73CNULn0hcXUDgejvhMjc3h5aWFuTk5MBkMsmekQHErohhMFEhNE612WwhpeBLLVNyVoOWQ/h4PB4MDAyAYRg0NDREFXMFeLvh5NjX9c5ft9sNs9kMl8uFzMxMMZMjIyMD2dnZMJlM696gwtme+D4ACwAmaRrjFIVpioKFomD1+Vf4v5WiwAWbw+rNVgmSLr0UJgC5FIVsnoeJ573+zeV5FHEcingeBTwPOa/iWAkPg8HgFdsh9IbydYu53W7ZLcbhoLTwAtQhOuQOV4h0DtLjYDAYUFBQgIKCAvA8D4fDIcaYDQ0NeWWU+WvUa7PZNoTFRzg/BwYG0NfXp37hEy6C4o02zofjOPT19WF4eBj19fUoLi5GS0tLTAKnY1HEMNiYi4uLMJvNSEtLC6m6tDAeIK9LTo79Xl5eRlNTE3Q6HfR6fdSiR5gXIM+T/HoWn6WlJZw7dw4ZGRnYtWuXGJgodIK2WCwYHh4GTdNipeDs7OyA2SPSBcgNYJiiMEDTGKFpTFAUxlf/nVj915HgT3ICTq0W4wDGQ3gvxfPI43kU8TyKOQ6FPI/i1f9vWf3JBhDOkYn1wu+vN5TgFnO5XOjs7MT4+Lis2WKhoobgZrXMQc3ii6IopKSkICUlRYwP8teoNysrC93d3Th8+DAcDkfEqeyPPPIIvv/972Nqagq7d+/Gww8/jIMHDwZ8/9NPP41vfvObGBoaQnV1Nb73ve/hve99L4DzD7ff+MY38Oyzz2JgYAAZGRm47LLL8N3vfhdFRUXrzuV3v/sd/vrXv2JmZgbLy8sbT/gA0ae0C4G+brcbhw8fFhu0xbIqdDxcXdL07qqqKlRWVoZ8s4iF8Ik2e2pychJtbW2oqKhATk4OzGazbPMC5HNhBBpnYmIC7e3t2LJlC7Zs2QKWZeHxeAB4d4IWCpxZrVaxAaIQ+5FmMmEuMxNDGg0GaBo9Gg2aDh/GYkoKRtaz0IRIqsR6ksnzSJO4mlJ5Hsmr75kfG0OO0YjS7GzoeF50VwmuK43Pazzg7RKTuMOEHydFwYHzbjXBxeb1L0VhEcC40wm70Yh5ml53n/lV69Y0gKYAi0Qmz6OS41C5KoSqOA5beB5bOQ65Pt+nEjFVUreY1WpFWVkZAKzrFosFSi/4sYjpjAQ1zCEcqxNN08jIyEBGRgYqKyvBMAwWFxcxOzuLe+65B319fSgvL4fRaMQLL7yAI0eOrLEIBeK3v/0tjh8/jkcffRSHDh3Cgw8+iKNHj6K7u9tvxfwTJ07gmmuuwb333ovLL78cTz75JK688kqcO3cOO3bsgMPhwLlz5/DNb34Tu3fvxvz8PG699VZ84AMfwJkzZ4LO5YYbbsDc3Bzy8vLwzne+E9u2bVO/8Il32wohODYvL29NoG+shE8sYnx8XV0Mw6C9vR1WqzXs9G7g7Yaxclt8Ilk0OI5Dd3c3xsfHxdYTS0tLsqbGA7Gz+PA8j56eHoyOjgZtnSEdIyMrCwvZ2ZjRaNDK8zCzLLo0GgwnJYH1vdmGUCk4ddX1U7xq+ShctXzk+HETGULc15bpaWRnZ6NEBqtbuJw6dQo1NTXIzM7GIrDGZTe9auGaXLV6TVIUpigKfID7ywJFoUmj8SuMcjgO2zkO9av/piYno8rpjPEeBobneej1ephMpnXdYrEooqh0VpdwfSWS6IgV0aTUa7VaUUyfOXMGo6Oj+M53voM333wTN9xwA2ZnZ3HhhRfisssuw+WXX44dO3YEHOuBBx7ATTfdhBtuuAEA8Oijj+Jvf/sbfv7zn+OrX/3qmvc/9NBDOHbsGO644w4AwD333IPnn38eP/7xj/Hoo48iIyMDzz//vNdnfvzjH+PgwYMYGRkRhb8/LrroIuzduxd79+59e1/DOjIJQiQCRVrDJlBwrEajgdvtlmuaXuPG0tVls9lgNpuh1+vR2NgIgyHUpSzwmHLPMVRcLhfMZrOYdi/4n+XurwXIZ92SCh+3243m5mY4nc6ArTM8ANppGmc1GjTRNNo1GnTRNOxhPASksCwqGQbVFIUqnkcFz6NkNcaliOMQK2midEYZDSALQBbPA+vMxQNgmqJE198IRWGQpjGw+jMawGI2R9P4J03jn8ILdXUAgHKOwzaOw06WxX6WxX6OQ14cjodvjE0wt9jg4CDa2tqQnp4um1tM6Rgf4TpVWvioxeIj1xxKS0thMpnwrne9C//1X/+F3t5evPDCC3jhhRfgdrsDCh+3242zZ8/izjvvFF+jaRqXXXYZTp486fczJ0+exPHjx71eO3r0KJ555pmA81tcXARFUWJGWyA+9alPif8fGRlBYWHhxhU+4cT4rKysoLm5WQyODeTTTERXl+AOKi8vx9atW6O6KJQWPvPz8zCbzcjOzl5jjZM7NV6uejjScZaXl3Hu3DmkpaWhoaEBWq0WHIBeisIZisJbej3OGAxo1WjgCmEh0fE8ajkOdRyH6lW3TJHDAeubb6I2JwfzVivcbjcyMjLE+KCNkKHhj0i+Kx2AEp5HCc8Dfs5DF4ARikL/qhDqp2n00DQ6aBqzfq6jYZrGME3j/5Ocl6Uch32rImgfy2IPy8ouOtcTHpFmi4WK0vE1RPi8TSw6s5tMJlAUhZqaGtTU1ODzn/980M/Mzc2BZVnk5+d7vZ6fn4+uri6/n5mamvL7/qmpKb/vdzqd+Ld/+zdcc80168Z1chwnJjvddtttePTRR9UvfGLdtmJmZgatra3Iz89HfX190JMmFpYZYdxYCJ+5uTkvd5AcY8o5z1CtNDzPY2RkBD09PQFbT8hduE9u4TM1NYXW1lYUb9mC+aoq3K/R4DWaxpsUhaV1znFq1WKznWVF98q21bgTX4eFG8Drbjdqa2pAURRWVlZgsVhgtVoxMDAAnU4nLnDZ2dkxyVLcKBgAVPM8qlkW8DnvZykKHasi6MTyMgaSkzGYnAybz3c5StMYpWn8afV3alWsNrIsjrAsLmRZFEZ5noXragqWLdbX1yeeI0JZhfXOEaUXfDW4uoQaZ0q7umIhfMrLy2UbTw48Hg8++tGPgud5/Pd///e676dpWjw3nnnmGTz99NPqFz6REIqQkLq2tm/fHlJkeKyqQsttSVlZWcHk5CQ4jkNDQ4Ns3aGVsPgIrScsFgsOHDiArKysgGPxPC9rt3c5hM8KgDOpqfiFy4XByy5Dk8EA5zrz27pqHdi36jLZwXGIJKGUoigkJycjOTkZpaWlYFlWDJIeGhryCpI2mUxIT0/fkNagWJDL87iEZXEJy+IdQ0PQ6/Wo2LIFw6uxQec0GpyjaTRpNF4uSp6i0KXRoEujwc9XX9vCcTjCMKIQKgvzvIvmnA/FLSYtouivAJ4aXF2ClVbJOQDKW53kFj4OhyPs9SMnJwcajQbT09Ner09PT6OgoMDvZwoKCkJ6vyB6hoeH8dJLL4WUxevxePCDH/wABoMBBoMBTz755MYVPsEEiuDaYlk2qGvL37hqt/gIwdnJyckwGo2yiR4gNsInmLhwOBxoamqCRqNBQ0ND0NYTchYdFMaLRPjwAFooCn+nafydovBmYSE8QYopFvI8LuA4HOB57GUY7HS5kB3FzTNYYLZGoxEXsK1bt8LlconWoLGxMQAQ/24ymSKOBVMCJRdf0eIAoJLnUckw+NDq/YcF0EPTOLsas3VOo0ErTYORzHWApjGg1+PXq7+XcRwuZRi8i2VxKcMgeIUtefc9mFusra0NHMchMzNTPE+Sk5MVD25W2uIkzAFQXvjIfSzsdnvY6ex6vR779+/Hiy++iCuvvFKc14svvoibb77Z72caGhrw4osv4rbbbhNfe/7559HQ0CD+Loie3t5evPzyy+I5uh4OhwO///3vwfM8XC4XfvCDH6hf+Mjt6hJcWwUFBairqwtLHas5q4vnefT29mJ4eBjbt2+H2+3G/Py8TDM8TzwtPuG2npCm28tx4YcTLD0P4EWaxt9pGs/TNKaCnLNlPI+LOE782YK368WwHAd3HIODDQaDV98ooefPxMQEuru7kZycLIqgjIyMda+VzWotCiY8NADqVzPAPrEqhuwATms0eGP154xGA7fk8yM0jV/p9fgVzleyPsSyeBfL4jKGwU6OW1NfKJaiL5BbbG5uDv39/dDpdGK/KKVcp2oQPsL9Ww3zkNvVFUkdn+PHj+O6667DgQMHcPDgQTz44IOw2+1ilte1116L4uJi3HvvvQCAW2+9FZdccgnuv/9+vO9978NTTz2FM2fO4Kc//SmA86LnIx/5CM6dO4e//vWvYFlWjP8JVtcMOC/EHn/8cUxOTuK+++7DN77xDfULn0jwJ1CEFOixsbE1ncejGVcOorUkuVwuNDc3w+VyiXWHRkZGYhI3FGvhw/M8+vv7MTg4GLILEoht01N/dFMUnqFpPEfTOB2kXk4Fw6B2chIfLSjAhRyHYN5yuSxVQPjBvhRFedX08Hg8mJ+fh8ViQWdnJzwej1cAbHJy8qYVOtGSAuCdLIt3rl6fKwDOaDR4fVUIvanRiO5QhqLwhlaLN7Ra3G0woIDjcBnL4r0Mg39hGBgRP2tXILdYR0cHZmdnMTo6uq5bLBaoQfgIc1D6mmBZVlZLbaTC5+qrr8bs7CzuuusuTE1NYc+ePXjuuefEAOaRkRGv76yxsRFPPvkkvvGNb+BrX/saqqur8cwzz4iZY+Pj4/jzn/8MANizZ4/Xtl5++WVceumlAediNBqxc+dO7NixA1u2bMHWrVs3rvBxuVzi7w6HA83NzeA4Do2NjRGX4I6l8BEK14WLkOmUlZWFffv2iZlOsU6RlwNfq4rH40FLSwtsNhsOHToUVhVmOastC3OTjsUDaKMo/JGm8UeaRmeAG62R47Bjdhbv12rxkdRUmBYXcaa1Ff8iQ3B5PNHpdMjLy0NeXh54nofdbvd60tfr9V4BsMJ5p3Q6uxJEKzyMAC5iWVwkEUKvazR4XqvF81ot+iXn2hRN4zc0jd/odEjheRxlGGwtKMA2ioooDiwaBLeYTqdDdXU1UlNTRbdYe3s7WJZd4xaLhTBQOqtMmIPS4guQ1+IjXPeRVm6++eabA7q2XnnllTWvXXXVVbjqqqv8vr+ioiKie0tvby8ee+wx/Pu//ztSUlKwdetWABu0jo9Wq4XdbgdwPkCqtbUVRUVFqK2tjeqkUJOri+d5DA0Noa+vDzU1NSgrK/O6+GPV+DRWMT5C64mUlJSQ22hIkdviQ1EUWI7DOYrCH2gaz9A0+gLc2Go5Du9iWWzt7UXVxAQO79mDtNWbxXoZW/62G+28AXkFCEVRSE1NRWpqKsrKysQnfYvFIvYVS09Ph8fjgcFgUCTeRukYHzm3bQTwrlX3FlwuDFAUXlgVQa9qNFhZ3ZadovAHnQ44cAAP8zwuYxhcwTA4xjAxq9PkDyHGx9ct5iuWpRmFWVlZQd0T4RBN0T65UMMchHnIKcCiaVmhBrRaLXp6evCJT3wCF1xwAS688EJUVVWpX/hEWrmZYRixf82OHTsCRpOHO64aXF0ejwdtbW1YXFzEBRdc4LeAUyJYfITxhNYNlZWVqKqqiug7l7P2ziCA31RV4dW8PAwH6JDewHH4IMfh/SyLXJsNTU1NSEpKwu5Dh7xu6HKn2YdKLLfpGwAr9BUbHBzExMQEplcrOAsWIbkWODUTS9G1hefxGY8Hn/F44ATwqkaDP2u1+ItOh/nV7a5QFP6i0+EvOh30PI/3Mgyu8XhwGcvK2pDVH/4sLv7EspBRODw8jPb2dtncYmqw+MhZODDaeaghxkctVFZW4qGHHsLPf/5zvPzyy3jxxRdhNBrVL3wigWVZzM/Pw+12o7GxUbbMJkFMyP2EF46gWlpagtlsRnJyMhobGwMuKrFofCq3mKIoCrOzsxgZGcGePXuQm5sb9XiRzm8ZwB9oGr9Zra+Dqiqvv9M8jwt5Hh9iWXyA4yBEHs3MzOBUSwtKS0tRs1o7x3dO8RQ+SiwAQl8xq9WK9PR0ZGRkwGKxYGxsDJ2dnUhNTRULKMYr7iOexPP7TQLwbpbFu1kWP3S58BpF4dHZWZwtLxeLKropCs/odHhGp0Mux+GjDIP/5/FgZwwyUoHQ6ghJMwqB83GJ8/PzsrjF1OBmUovFR07hw3FcwgsfACgvL8e3vvUtjI6O4vnnn4fZbN54wmdqagq9vb3QarU4fPiwrBeEcEKxLOtVNThaQnVLCQuJ0NQy2I1B7a4up9OJ6elpMe5KDnEabvVmDsA/KQq/1mjwDE2v6VRO8Twu5Xl8eFXsSKN0eJ7HwMAABgYGggbLb0SLTzCEEvKZmZmoqqqC2+1eE/chBEmbTKaQmx6Gum2lUGLbOgCXMAzQ0oKG9HScMxrxjFaLP2i1ogiapWk8otfjEb0eu1gW13g8uJphkCPj+RGJxcVgMKCgoAAFBQVebjHBfRqOW0wtwkfpOQDyCh8hXCTRhY9wLywtLRXbV6he+IR6QbEsi+7ubkxMTKCiogLT09Oyn4ixEj7rWVJYlhUzJ/bu3YucnJyox4wEuYSPEJCt0+mQnp4um0UuVIvPIoBfazR4NEDcTg3H4eLBQXzKYMA+P1YohmHQ2tqKpaWldYOwN4PFJ9i29Xq91wJns9lgsVgwMzOD3t5eJCUlidagrKysiG/aSgZVKx1fBABaisKR1WrQ/+ly4QWNBv+r0+FZrVZMlW/RaNCi0eDfeR4fYhh8xu3GARmu52jr+ETrFlOD6FCLq0vOY+FwOAAkvvCRxj0KP6oXPsD6i4fdbkdzczMoikJjYyNcLhcmJiZkn4eQrhiLTuqBxrTb7TCbzdBoNGhsbAxaxE9KLFxd0Y4pbT1RU1MDt9sNp4xdrdez+LRTFB7VaPAkvbbhZybP4yqOwydYFgd5HqdGR1FYUbFmDIfDgXPnzkGv16OhoWHd+BXh3I334qjG7CppOnRFRQUYhhHdHT09PXC5XKK7w2QyJUxfMaVFF+AtOnUA3sOyeA/LwgrgDzodntDpcHZVVLopCk/pdHhKp8M+lsVn3G58iGEQ2p1lLXLH2Pi6xXythgzDeJVWUIPw2YiuLrvdDp1Ol1CFTIMhre6dEMInGEITzpKSEtTW1oKmaTAME5MgZCC2DUV9mZqaEvetpqYmrItbba4uf60nBgYGYpoeDwAMgL/QNP5bo8Grfo7fpRyHT7MsLuc4rxu/PxElFFUUMgRD+T7ivXAnglAQ0Gq1yM3NFWO7HA6H6O4YGhoSF0DBIqTmvmJKW3wCbT8bwKc9Hnza40EPTePXOh1+JQmKPqfR4LNGI77Ocbje48GnPB6UhiHkBFEfS+HhazX0dYtRFAWdTofp6WlZs8XCQS0WHzmFj81m27D1uhJW+LAsi66uLkxNTWHXrl1enV1j1VNLGDsWFh/pgi0UW4wmI02j0chuaaBpOqJ6Q0LrCa1Wi8bGRvEJIpbp8S4Av6Zp3K/VYtBn/1N4Hp/gOHyWZVEf4CYvtTLyPI/BwUH09/eHVVRRGEcYI143EKXiioDorB9CX7GSkhJwHCf2jBLcHenp6aIQSktLW7PQKC0+lNx2KPtew3G4x+XC11wu/F6rxU/0ejSvLpIWmsb9BgMe0uvxUYbBcbcbNSE2EA51+3Lgzy3W3d2N5eVl2bPFwkENViee52W3+ERa806tCN9TQgofm82G5uZm0DSNxsbGNQGSWq0WPM/H5GSMlfARxnQ6nTCbzWIfsUhPPGkLB7kuhEisSDMzM2hpaUFxcfEaK0k0WVj+oCgKNp7HExoNHtRoMOFzM67mOHyOZfFxjlu3/5EgHhiGQVtbGxYWFnDw4EFkZKz3ybXjAOp0PakZmqbXZAEJT/nj4+PgeR5ZWVmiNUhp8aG06Apn+0YAn2AYfJxh8CZN46d6PZ7RauGhKDAUhSd1OvyvVosPMAy+7HZjT5BrVOnO6BqNBklJSaBpGnV1deu6xWJZRFENwgeArMIn0eN7pEgtkwkhfKRPsELNFyF92N/JJg1CTgThIwiKubk5NDc3Iz8/H/X19VGdwMJ+y/kEEI6Fhud59PX1YWhoKKCVRE6LzzyAJ7ZswZ8KCjDvs7//wnG4jWHwLzyPUM8GiqLgdDpx+vRpaLVaNDQ0ROTrVkL4KGnxiRW+xfGWl5dhsVgwOTmJ7u5u8DyP0dFRFBQUIDMzM67xFkoLn0g7k1MADnEcDjmd+E+Kws90OvxEr8cCRYGnKPxJp8OfdDpcxjC43e1Go5/7nnD9Kt0ZXbjfrecW02q1oghar8dTOMhdPyfSOQDyiVDB4rNRXF0UReGf//wn/vd//zcxhA9w/kvt7OzE9PQ0du/ejbwgLQCkwkfuuIBYCR+O49DU1IT6+nqUlJREPaZwDOLZTV1AaD1ht9vF3mHRjBcMG4AfaTT4oUaD5S1bvP52BcviDpbFgQi2wTAMBgcHUVxcHFKT1EAQi4/8UBSF9PR0pKeni33FTpw4Ibq/PR4PMjMzRWvQRo1TAOQTXfk8j6+73bjF7cbjOh0e1usxvXrOv6DV4gWtFhcxDO52uXCB5J6itMUHCGxtCZYtNjIygo6ODqSmpooiKDMzM6oiimoRPnLG+GwEV5dwjbz00kv47Gc/i8zMzMQQPjabDefOnRNjRNar/UFRVMzifOQWPm63G21tbQAQsApzJAhPgXILn/X2fWlpCU1NTUhNTUVDQ0NQ4RmNxccD4HGaxn9otZiW3Pg1PI+PchzuYFlsi0Bs8DyP4eFhLCwsoKCgANu2bYtofgKbyeKjlLjQ6XSgaRqVlZVITU31CpIWasJIU+blfhhSg8VHLtIA3LJaJfo3Oh0e0usxvCoGXtNq8S9aLa70ePBNlwvVq+EEgPIWn1AW+2DZYh0dHWAYxquIYjjWDo7jFA++Fzwccn0XDodjQwmfu+++GxdffDF+8pOfJIbw6e/vR25uLqqrq0NW5LFsLyHXuAsLCzCbzaJFRK56NgJyZ3atJ1TCbT0RifDhcb7C8r9rNF41eDQ8j/dOTeG4x4MGSaB7OLAsi7a2NlitVjEwMlo2m8VH6aBqiqKQkpKClJQUlJaWin3FhJYa/oKko10oNpLwEUjC+Wyw6zwe/J9Wi+8ZDBhYvd6e0enwF60W13s8uNXlitjVJheRxtcEcotZrVYMDAyE5RZTg6tLbquTzWbbUDE+XV1d+M53vgONRpMYwmf37t1hL5Bqaijqi7SeTXV1NcrKyvCPf/xD9S0mAgkVjuPQ1dWFycnJsFpPhGuROkFR+IpWizM+N7kPsSy+xbJY6O8PWEF5PVZWVtDU1CQGzHd1dcly7DaTxUeN+PYVczqdojVodHQUFEV5LW6R1izZaMJHQAfgGobBRxgGv9Tp8F29HjM0DZai8D96PZ7MzsYH6upwCIC8j22hI0dgcbhusYyMDC+RoYbgZrljWjdKVpdwfVRXV+N3v/sdDhw4kBjCJ5pGpXKj1WqjEj5CltD8/LxYzwZQX92dUMfzzUILx2oVaozPLICva7X4lc/TzEUch/9gGBxcHeNMhK49q9UKs9ksBpUL5mI5xINSFh8ifPyTlJSEoqIiFBUVgeM4MUh6fHxc7CsmWINCTYXeDBllOpy3AH3M48GP9Xr8SK+HjaKwQtP4bU0NTnIcvu904j0xqp8WjFhl74bjFlNDHZ9YNCjdSMLnzjvvxBe+8AXY7faNK3yiFSiBiMaStLy8DLPZjKSkJK96NkDsKi3H0tVltVrR3NwMk8mE7du3h33RrbfPHM7H8XxTq4VVcg7s4Dh8h2VxlOMgPTPCDZaWWt7q6upQWloa8VjB2ExtK5Qk3P2maRoZGRnIyMjAli1b4Ha7MT8/D4vFsqavmBAkLde25SLebrZUAF91u3Gjx4P79Hr8XKeDh6IwQtO4OjkZ7/N48D2XC2VxPN9jXUARWOsWE+LIBLeYUD5FEExKFVGUU/g4HI6oG0ericsvvxxWqxWPPvpoYgifSIilqysSS9L4+Dg6OjpQUVGBrVu3rrlZxaMwolzjCQHAvb29qK2tRWlpaUQ332DCp5micItWi9OSG1oGz+NbDIObOA7+Lu9wXGdC/7O5uTkvy1skY62HEq6nzWbxkWN/9Xo98vPzkZ+fL8Z8WCwWzM7Oin3FBGtQZmam2K9PyWMtd7uIUMnleXzf5cI1Vitu1enQvOpK/JtOh5e1Wvyb240vuN2Ix/Ifb2uLbxwZx3E4ffo0dDodRkdH13WLxQq5hY/NZsMWn0zZRIbjOFx77bW49tprN7bwiZWry+Vyhfx+aRp+sPiXWKbJyzkey7JoaWmB1Wr1KxiinZ8LwD0aDR7QaMBJbugfY1l8l2EQrIZ1qFYap9OJpqYmAEBDQ4Pf/mdyihVi8Uk8pDEf5eXlYBhGDJLu7e2F0+lERkYGTCZTzKrEh4KSgdUAUOl247vNzZi4+GJ8zWDANE3DQVH4d4MBT2m1+InTGbQAohzEw+ITDJqmQdM0ioqKkJOTI1oOrVYrOjs7xfIKkWSLhYPcwc0Oh0P2hBsloWkag4ODOHPmTGIIHzW5usJxHzkcDpjNZrF5arA0/FjF+Mg5psvlEhuL+rrqIsHXqtJOUbhBq0WL5CZWy3F4iGFwaQjCIRQrzfz8PJqampCbm4vt27cHvGEmsvABNp/FJ9ZotVrk5OQgJycHwPlgeIvFAqvVCqfTic7OTszOzspeGG89lBY+PM9DQ9O4imHwbobBdwwGPKbTgaModGo0eGdyMr7mduM2tztmi41aAosF0eFrOfR1i8WyiKLcwc0bKavr5Zdfxt13343x8fHEED6RoHQ6u9CqoaioKKQCeHK7peQec2ZmBq2trQDO1xuS4wITLDQczhchvEujgXv1Jq7jeXydZXGcZUM2l69n8RkZGUF3dzdqampQVlYWdMGQUzRuFouP0pameG7faDSipKQEJSUlOHnyJIqKisAwjJgBJPSLMplMSE9Pj9nCrLTwkbraMgB83+XCxz0efDEpCc0aDRiKwrcNBvxdq8VPVlawJQbXgRqET7Aiir5uMSFbTG63WCyCmwMVn000pqen8aUvfQlFRUX49a9/TYSP3ONyHIfe3l6MjIxgx44dIadXq9XiI209UV1djZ6eHtluMjRNY9pgwDGtFq9KLtjtHIfHGQa7wrxJBku37+jowMzMDPbv3y9magSDWHzIdsNBEDpVVVViXzGr1YrW1lZwHOf1hL9eAdZwUFr4+HMz7eE4vOhw4Lt6PR7Q68FRFE5rNDiSkoLvuly41uOBnDNWs/DxhaZpZGVlISsrC1VVVbK6xUhW11qE62NsbAyDg4M4efIkjEZjYgifSNPZnU6n7HMJJnycTieam5vh8XjQ0NAQlplQjcHNbrcbLS0tcDgcOHz4MLRaLbq6umS72f5Dr8et73gHHKsXK8XzuI1l8e8si7VRN+vjz9UlpNtzHIeGhoaQFx2lgpvlOK5KW142G77Xg7++YlarFVNTU+jp6YHRaPQKko5msVKD8PG3fT2Au9xuHGUY3GQ0YoimYacofDEpCS9qNPgvpxNyOVHUInwi+R7DcYtlZWUFDS+QM8ZHCO5PdFeXcG7qdDrs2bMHU1NTqKysTAzhEwmxTGf3tyBaLBY0NzcjJycH+/fvFzM+oh03GqIJbhZaT6SlpYmtJ4Sg7mhvthyAezUa3CO5iEt5Hj/zeHBJFE/uvmJlYWEBTU1NEaXbK5XOHkm37WDjEJRF2lesoqICDMOIKfPd3d1wu91ikHQkga9KC5/1ssoOcRxO2O34msGAX6zGsjyj06GLpvHkygq2ynCeKpXZJiCksstRRDEatxjLsmGvO8FwOBwJL3wEsrOzUVhYiDvuuAN33HHHxhU+sXR1SbM4eJ7H4OAg+vv7UVdXh5KSkogtVGpxdQmp91u2bMGWLVvE/REu7Ggu8kUAN2q1+Kvkgr3C48FPOQ7RNoiQ7u/Y2Bg6OztRXV2N8vLysL+TRHZ1bVaLTyLU0tFqtcjNzUVubq7fJ3ydTidag0LpK6YG4bPevSAVwI9cLrybZfHZpCQsURS6NBq8IyUFP11ZibroodIWH+FhS+6U9VDcYlLRzDCMrFlYG8HiI3V1nTx5EpOTkzh16tTGFj6xblIqdCG32Ww4ePBgVL2dYlHAMFwr0nqtJ4SbS6RPFp0UhY9qtehdHYfmeXy8sxMPl5QgKcoMMeD8wifU55mcnMS+ffvEVgWRjBVP4cPzPAYGBjA8PCzezEwmk99Uezm2t9FQen8jER/++ootLi7CYrGIfcXS0tLEhS09PX3NdpQWPuGkkl/OMHjZbsfHjUZ0aTRYpChcnZyMr7lc+IrbjUili9LCR1gP4lFEMZBbbHBwEBzHwel0Qq/XR9V+BTi/TysrKwkf4yNcG7m5ubj11luRkpICq9WaGMJHLRYUYVzBBGk2m5GamorGxsaoO/PGyuLjdrtDeq9vLIy/JwepxSdcXqYofFSnw/Lqd5nF8/iVxwO2txd8UVHY4/mD4zjMzc3BYDCE3T7Dl3gKH5Zl0draioWFBdTW1sLhcIjxIMnJyV7xIErHMhDWIpf48G2TIPQVE1wdAMS/m0wmGAwGVQifcLZfzfN40eHA55OS8KfVe+Z/GgzooGk85nQi3KWa53nF6/gI90OliyieOXMGer1etHanpKSI50u4sWR2ux0ANkxWV1VVFY4fPy7+nhDCBwh/IYp1HZ8333wTVVVVqKyslOXGE2lF6GCEavERelXl5uZi27ZtAS8QoQtzuMLnDzSN67VaMVV9F8fhKY8HWwD8QyZL1+LiIkZHR6HVanH48OGozc7xCm52Op04d+4caJrGoUOHxGNcUVEBj8cjxoN0dHSILRTWswYpZfHZrC62WB1raV8xnuextLQEi8WCiYkJdHV1ISUlBXq9HizLKmb1iCS+Jg3Ar5xO/JDj8O3VrK9ndDosUBSeWFlBOEutEqLD3xyE/n5KIRRRLCwsRF5eHjwejyiau7q6RLeYIIRSU1ODzlcQPonu6pKyvLyMlpYWzM/PJ47wCZdYWFAYhkF3dzcAhNWFPBQ0Gk1YFaFDYT33WSStJ8J1yT1G07hFqwW/Ou7lLItfMYzYyVkOgSHEJGVnZ4OiKFl87fEIbhaCrwXBCcDLQqfT6ZCXl4e8vDzwPA+bzQaLxYLp6WnVWoOUdDkpufDEetsURXn1FRMWttHRUdhsNrz66qtiXzGTyQSj0RiX4xGp4KIAHHe7sZ1lcZ3RCAdF4RWtFpcnJ+P3KyvICTMZQGlXlxquPek8dDpdQLfY0NAQNBqNVx86X7eY3W6HwWCI2pOhNIJFcmRkBPfddx9ef/11aDSaiN2qqkdu4WOz2XDq1ClxYYomnscfscrqCnQMGIZBc3MzBgcHccEFF6xb0E86Zijz5HE+c+uLOp0oeq5lWTwlET3CeJEulhzHobOzE11dXdi7d68YMCoHsXZ1jY+P46233kJlZaVYQTrY8acoCmlpaaioqMC+fftw0UUXobKyEgzDoKOjA6+99hpaWlowPj4umv83E0p3SI830oUtOztbbB8zNzeH06dP4+TJk+ju7sbs7GxMW2pE62o7yrL4k8OBzNVj2KTR4N3JyRgJcUw1WXyUJlAdH8EtVlpait27d+Oiiy7C9u3bkZSUhLGxMbzxxhs4ffo0ent7YTabsby8DJvNhuTk5Ii+20ceeQQVFRVISkrCoUOH8OabbwZ9/9NPP426ujokJSVh586dePbZZ73+zvM87rrrLhQWFsJoNOKyyy5Db29vSHMRzo+f/vSneOGFF/Dxj38c9957b+JYfCJxdcl1wU9OTqKtrQ1lZWXYunUrnn/++ZjU3IlXHR+73Y6mpibo9fqwW0+EItB4AF/XaPCAJAD6OMPgP1h2TeGySIO63W43zGYz3G63GM8zOjoqq3sqFq4unufR3d2NsbEx7N27V2yBIH1vKGi1Wi9rkNBQc3p6Gg6HA93d3Zifn1eVNWijomScjRDfIvQVKysrA8uyYvZPf38/VlZWRDeHyWRa180Ryfaj4RDH4e8OBz5oNGKCptFH03h3cjKedTjWrfQsXKNqz2yLB6EWMPTNFpO61O+88068+eab2LZtG9LT02E2m7F79+6Q9++3v/0tjh8/jkcffRSHDh3Cgw8+iKNHj6K7uxt5eXlr3n/ixAlcc801uPfee3H55ZfjySefxJVXXolz585hx44dAID77rsPP/rRj/DLX/4SlZWV+OY3v4mjR4+io6Nj3eQP4b7b3NyMj3/847jjjjvOH4OQ9iYB0Wg0Yn2FSBEq/ra3t2P37t2ora2FRqNJiIaigcacnp7GyZMnkZOTgwMHDoQd+R/KPL/rI3r+k2Hwn35ET6jj+bK0tIQTJ05Ap9Ph8OHDYhCzmlPQeZ6Hx+PB2bNnMTs7i4aGhjWiJ1KEhprl5eXYt28fUlNTkZ+fD4Zh0NnZKVqDxsbGsLKyIss2Cd4otfD6i7HRaDTIyclBTU0NDh8+jMOHDyM/Px9LS0s4d+4cXn/9dbS3t2Nqairk5Idwth8J9RyH5x0OVK/eVydoGlcmJ2NinbHVEF8jd8XkSIlUgAku9fr6evztb3/DSy+9hAMHDmBpaQkXX3wxCgsL8YlPfAK/+tWvMDk5GXSsBx54ADfddBNuuOEGbNu2DY8++iiSk5Px85//3O/7H3roIRw7dgx33HEH6uvrcc8992Dfvn348Y9/DOD8ffPBBx/EN77xDVxxxRXYtWsXfvWrX2FiYgLPPPPMuvsmfC9XXHEFZmZmMD09DWCDCx8AEQuUlZUVnD59GgsLC2hsbPRSq7GyzsSyjg/P8+jp6UFLSwt27NgRUv+wQGMGEyr/TdP4lkT0POzx4HiQ/QpX+ExMTOD06dMoLS3Fnj17vNLq5YzLkXssp9OJU6dOAQAOHz4c0zRRoWhefX09GhsbsX//fmRkZGBmZganTp3CqVOn0NvbC6vVKrvYVhIlrS5KEYq1yWg0ori4GLt27cJFF12EHTt2ICkpCaOjo3j99dfx1ltvob+/H/Pz82GfD3JmVJXyPP6+soJtq/eLIZrGlUYjLEE+owZrixrmwPO8LAKMpmnRHVZZWQmLxYKnn34alZWVeOSRR3DNNdcE/Kzb7cbZs2dx2WWXeY132WWX4eTJk34/c/LkSa/3A8DRo0fF9w8ODmJqasrrPRkZGTh06FDAMaUID7Cf/vSnsbKygttvvx2//OUvE8fVFS7CCcAwTNgBWrOzs2hpaUFBQQHq6urWnEyJInwEt5Tb7UZzczNWVlbCbqXhSzCh8gRN40uSY30vw+CmdW6kobqUOI5DT08PxsbGAgaWy2k1k9Pi4/F40NfXh9LSUtTW1sYlEFb6f8ENUl5eDoZhYLVaYbFYxCJo0kwxOftIxQul45mUdnWFs21/RfGE86GtrQ0cx4nnQyh9xeRskwAAOTyPP66s4GhyMoZoGl0aDT6UnIy/OBxID7B9pbMJ1SB85C6iaLPZkJqaCr1ej4svvhgXX3wx7rnnnqDhI3Nzc2BZFvn5+V6v5+fno6ury+9npqam/L5/ampK/LvwWqD3BEO4Pl5++WX09vaivb0dL730UuIIn0gq74YrJqQNObdt24bi4mK/71NTleX1xmQYBidOnEBGRgYaGxujLmkeSFz8jabxGcnY/8Yw+FII+xOKZUUQbk6nEw0NDQGtJXK7uqIVUULWnM1mQ3FxMerq6mSZW6jb9keg2KCZmRn09vbCaDSKi164tT+UXoCUJFGEjy96vR4FBQUoKCjwmzko9BUTekX5ng+xqKFTyPP4s8OBdycnY4qm0aTR4BqjEX9YWVlT50cNokMNri5h7ZBrHg6Hw+99Vs6WGPFAEOZ33HEHioqK8Lvf/Q6FhYWJI3wiIRyB4nK50NLSAqfTicOHDwct3KTGhqL+sFgscDqdqKmpkbXekO88uygK12m1YFfH/yzL4u4Qj896Vprl5WWcO3dO7BkW7MJTk8VHiA+bnZ1Feno6MjMzZZlXKIT6PfuzBglBjkLtj3CtQZsxnV3trq5QETIHhexB4XywWq3o6emBy+VCZmamV1+xWFlcKngef1pZwbHkZMxTFF7TavEVgwEP+ZT8UIPwUcscAPmy2yJpV5GTkwONRiPG0QhMT0+joKDA72cKCgqCvl/4d3p6GoWFhV7v2bNnz7pzEs7N8fFxPPTQQzhy5AiADRzjA4TetmJ+fl4Mlm1oaFi3WqXaLT4cx6G9vR0jIyPQaDRe/baixXeeSwA+qtXCtjr+VSyLBxjGbyBzoPECiZWpqSmcOnUKxcXF2Lt377pPG3JmYkUT4+NyufDWW29haWkJDQ0NYoXdeBLJ9oQ+UnV1dWhsbMSBAweQmZnpFRvU09MDi8USk+KgkaK08AAS1+ITDOF8qK2tRUNDAw4dOoScnBzMz8/jzJkzeOONN7CwsACHwwGPxyP79us5Dr93OJC0eowf1+vxK5+wBbWIDqXnINTwketcsNlsYcch6vV67N+/Hy+++KL4GsdxePHFF9HQ0OD3Mw0NDV7vB4Dnn39efH9lZSUKCgq83rO0tITTp08HHFOK8L185zvfwcsvv4yFhQUACVa5OVzWq97M8zyGhobQ19eHmpqakGvZqNni43Q60dTUBJ7nsWfPHjQ1Nckwu7eRChUewE1aLXpWT66dHIefMExYatqfWOF5Hr29vRgZGcHu3bv9pkEGmpvSWV1C5kxmZiZ27twpmp4TrUlpONag7OxsWZsjJiIbUfhIoSgKycnJSE5OFlskLCwsiGUTXnvtNaSnp4sp82lpabKIgQMchwedTnx21dr4ZYMB21kW+1fvGWoRHWpwdck5h0CurvU4fvw4rrvuOhw4cAAHDx7Egw8+CLvdjhtuuAEAcO2116K4uBj33nsvAODWW2/FJZdcgvvvvx/ve9/78NRTT+HMmTP46U9/CuD8eXfbbbfhO9/5Dqqrq8V09qKiIlx55ZUhz+vkyZN4/PHH0dHRgf379yeO8ImEYALF4/Ggra0Ni4uLuOCCC8JyRcQyuDmaG5nFYkFzc7OYmuhyuaIe0xepuPiBRoM/rV5smTyPpzwehLv8+Vp8PB4Pmpub4XA4cPjw4bDMrfFqMxGIqakptLa2+u1qnwgWn2D4dhW32+2wWq2YnZ1Fb28vkpKSQNM0UlJSVLEQxAs1BFYrsfDTNC26u7Kzs5GbmysGSY+NjQF4u69YdnZ2RM12Bf4fw+Cs243H9Hq4KAqfNBrxqsOBnNVyJUoLHzXMQe5rzm63e7mWQuXqq6/G7Ows7rrrLkxNTWHPnj147rnnxODkkZERr2PV2NiIJ598Et/4xjfwta99DdXV1XjmmWfEGj4A8JWvfAV2ux2f+cxnsLCwgAsvvBDPPfdcWOfU+Pg43vve96K7uxunT5/enMJnaWkJZrMZycnJaGxshF6vl2XcaBBO2kiyJKSWq7q6OpSWlnqNKbfwYVkWJykK/746PsXz+AXDoCrC8YTFw2az4dy5c0hJSUFDQ0PY2XhyW3xCFVE8z6O/vx+Dg4PYtWvXmgwE4T3xIh5ZY9KCeYI1qL+/HxaLBa+99poi1iAlrC4b2dUVCkKMj8FgQGFhIQoLC8HzPJaXl2GxWDA5OYnu7m6v9ioZGRlh3+PudbnQotHgtEaDMZrG55KS8LuVFcUblALqED5yZ9dFEuMjcPPNN+Pmm2/2+7dXXnllzWtXXXUVrrrqqoDjURSFb3/72/j2t78d0XwA4Pe//z0AIDk5GTzPJ47widTV5RvjI3SuraysRFVVlWo6v0s7n4dzAjMMg7a2NiwsLKyxXEnHlOvCpGkaTp7H57RacKvH7ussi2MRWloEi8/09DRaWlpQUVGBrVu3RvS9yJnVFaqIYhgGra2tWFpaChgUH8685NqHeAotwRpktVqh0WhQWFgIi8XiZQ0SAqTDzRQLBaWtLsDmFT7+hIdQRyo9PR2VlZVelYGFEgrSIOlQWiPoAfxqZQUXJSdjhqbxd60WT2u1OKIC0cGybNiFYGMxBzmPg91uj2mtsXiTnJwMp9OJV199FVqtNnGETyRIBQrLsujo6MDMzIzfVgGRjisX0oKLoVo6bDYbmpqaYDAY/FqupGPKlYZI0zQezclB1+pFdoDjcGcUx4KiKMzOzqK/vx87d+4MGP0f6tzi6epaWVnBuXPnoNVq0dDQENByGO9u6Uo360xJSUFKSoqXNchqtaK7uxtut9urmWaixwYpLbpkFT7LALVAARwAPcDn8MA6t6JQsrp8m+06HA5YLBZYLBb09/dDr9d7ucUC3asKeR4PuVy4ZjXe5ysGA/5EUYoLHzVYfGLh6tpIndlbW1vxrW99C8PDw5idnd0cwsdut8NsNkOj0eDIkSNR+ZuFcaMt9e4LRVGgKCpkQTU9PY3W1laUlpaiurra74Un3JDkTJPvS07Gz1ddOVqex6MMg0gvN6GYHsMw65YQCIV4xvjMz8+jqakJ+fn5qK+vD3rjU0L4KL0gC/jGBgmL3tzcHPr6+mJuDYo1anB1RbvoUjMU6B4aVB8Fapk6n7WgBfg8HlwdB66KAwJUMgh3+77CmGVZLCwswGq1YmBgAO3t7UhPTxetQWlpaV7H9n0Mgw96PPijTgcrTePe/Hx8c34+qv2Plo0qfKK9H6sFq9WKb33rW7Db7bj++utx9913J47widQltbS0hJGREZSUlKCmpkaWEzQWFh9h3HUbgK5mPA0PD69rIaFWn4bkmisL4NulpWBWv4s7WBY7IlxgBWsVABQVFclykQnuKTmegoOJKMFdWltbi7KyspDGUosQiTXB9tOfNWhhYQEWi0W0BgkukEisQUpbupQg2nOd6qegeU0DaokCl8OB38KfL3LiBqg5CpoXNaCGKbAXs4CfSzTaOj4ajUb8vqurq+F0OmGxWGC1WjE8PCwGUQs/BoMB33e58LJWiwWKwrOZmfiXrCxsj3gG0SN3fI0a5mC32zeENZaiKAwNDeHkyZMYGxtDf38//uM//iNxhE+4cByH+fl5LC0tYffu3VG5UHyJpfAJNq5vBeNQTJFyFkb8LU2jbdWXXcdx+GqEx2BmZgYtLS1iWqxcCDdguYSP7yLOcRy6u7sxMTGBffv2wWQyRTxWLEkUoaXVapGTk4OcnJyg1qBAVYMF1FDHR8ntR3quUxMUNK9qAA7gqn2uQz3AF/HgPTzoPhqgAPZd7BrXl9zBxUlJSSguLkZxcTE4jsPS0hKsVqv4sJGamgqTyYRvlpbiy6vX34/KyvCpKCzP0SJ3fI3ScxCyNjeKxWdxcRF6vV4UQQaDYWMKH6fTCbPZDKfTCZPJJKvoAWLTXmK9cRcXF9HU1ISMjIx1Kxj7jimHuGAA/Idk4XmQYdaUj18PnucxMDCAgYEB7NixA4WFhejp6ZGt+Jlw4cuxGEnHoigKHo8HZrMZLpcLDQ0NYT0NKSFElF6QwyWYNainp2eNNchoNKqiRYYaXF0RbZsH6DYalI0CtzXI/UEHcBUc6H4aXC0Hvmrtw0Cs9p2maWRmZiIzMxNbtmwR+4pZrVbUvfkmth08iA6TCcNGI36zuIjrFBIfarD4qKWOjxoxmUzIycnBn/70JzEbNWGET6gX19zcHFpaWpCbm4uCggJYLMF6+0bGeoURIyWQdUZ42qmqqgq79YRcIu03NI3+1RvL/sVFXBpmnJQ0++nQoUNIT08X5ydnXA4gz41Iaj2y2+1imv3hw4fDDhTfTMHNcrGeNchgMIgiSA1PpokmfCgLBXqEBlcQwrWnB3jNecsPu4WFtCx7PNPJffuKfdvtxkdW//YfWi22nDiBvNUyCpmZmXHrK6UWiw+J8fFGuC62b9+OG264AT/84Q9B0zQmJycTR/ish7SWSn19PUpKSjA+Ph5Sy4pwiZerS+j3ND09HZZrxXfMaIWFG8C9kpvIjcPDQG1tyJ+32+1oamqCXq9fk/0kd5sJQB5rh3DRzMzMoK2tDWVlZaiurlY8zT5UlLD4xGrx9xcQK6RHCz2kgPNFynJzc0NKj5YLpS1rkVpcqDkKcADw34d5DbyJBzWx+hmJIUCp7ugUReHdBgMOLC7iTEYGplJS0LpnD/5leBi9vb1wOp3IyMgQXaWpqakxm6dagpvDrUcXCIZh4HK5Et7iIzwUaDQa3HjjjaAoCs888wxqa2sTS/gEWkDcbjdaWlrgcDi8rAmxsszEw9W1srICs9kM4Hx1y1AaRAYaM1ph8RuaxvDqTeMihwM7FhdD/uzs7Cyam5sDBpfLXXQQkCeLTRirtbUV27dvR1FRUVRjyd2Adr3tbWQ0Go2XNWhpaQlnz57F/Pw8hoaGoNfrRWtQsNggOUhYVxcDhNxQDwA0OJ/m7vMcqXQBwZtGR3EmIwMA8N8mEz6TlIRanHfVCG6xoaEhaDQaryBpuUQCoA5Xl5xzsNlsALAhLD7C9WEwGPC5z30On/vc5wAkUK+uQCwsLMBsNouxL9IaOLGyzMTS1cWyLCwWC8xms5gqHc0JLYdI+x/J9r+0sBDSIs7zPAYHB9Hf3x9UOMTC1RWtkBJqPgGIuuaTdF7xRGlLRLwQekgBwM6dO0FRlJc1SBobFGqxvEjmoBQRCx8dzqethwqD8+LHZ8VQyuIjsHN5GUeWl/FGWhqGaRovajQ4yrJiX7GSkhJwHIfFxUVYLBaMjIygo6MDaWlp4jmRnp4elXhTi6tLzs7sABK6js8LL7wAp9OJyy+/HK2trWhubkZWVhaMRiPS0tISV/jwPI+RkRH09PRg69atqKioWHMBxkr4xNLiMzs7i+7ubtFdFy3RurraKQpnVy+ovRyH/QyD/nXGk1aTPnjwIDJWn8j8Ibfwida64nK5cO7cOVE4yPHUE66rK+oUZYUXYiXxtQatrKysKZYnpzVI6f2N9FzhcjjQKTSwBCB9/fdTFgp8NQ/fZnxKW3w4jsPHFhbwxup1+oROh6M+92aappGVlYWsrCwA569xwRrU2toKnue9imqGW+dNLa4uuSw+drsdSUlJiluxouH06dNISkrC5ZdfjldeeQU/+tGPkJeXJ4a+JJTwERYQYWGdn5/HgQMHxBPaF38tK+RAjoaivjAMg6WlJTAMs65YCIdohcWvJBf0tatPFcHGczgcaGpqEqsZr1fKXW43UDSuMyFzLjs7G9u2bcMLL7wgm9tsM8T4KI3vtejbUVyIDbJarWIciG/doHCvZzW0jIho+yaAL+dBd9Lg0tc5x50AxVNgq9k17jGl95/jOFzqcCCX4zBL03hWq4UFQLBoyEB9xaamptDT0wOj0Shag9YrqsmrpFGqnMLHZrMhJSUloV3m//qv/4qTJ09ienoax44dQ2FhISiKgsPhgNPpTCzhAwDLy8swm81ISkpCY2Nj0IU1lkHIgHwXvVDMj+d5lJSUyCZ6gOiOgQfA/67uq57ncTXHgQ8ifAQXXWFhIerq6kK6Gchp8QEiF1KTk5Noa2vzypyTS7CQrK7YEuqxlVqDAHi1ThgYGIjYGpSQwgcAt5MDNUGBGqXAl/D+Y37cAD1Mg9vGgS/1Ps5CsVClLT4GmsbHGAYP6/VwUxSe1unw2RBLZATqK2a1WtHV1SX2FZO2WJEeb+Feo7R1RM4Yn0Tv08WyrJi+PjIygi984Quorq72ek9CCZ/x8XG0tbWF3MhSo9HERJELJxjDMFEHyU1NTaG1tVXMVpGbaITFSzSNmdVj/H6OQzaAeT9uPml3+HBddHIGN0cynlAJe2RkBLt370ZeXp74t0QVPsDmtPiEi681SKgbFI41SOnjHI3w4fN5sJew0LyqAd1Lg8/mwWeuVm52nc/8olwUuHoO7BHWb3wPoKzwE+7tn/B48PDqvfi3YQgfX/z1FbNaraI41ul0ogiSehrUYPGRM8Ynlllw8eKtt95CTU0NgPO1/YTjQ1FUYgkfh8OBPXv2IDc3N6T3yylQ/I0bjaWC4zj09vZidHQUu3btQn5+Prq7u2V3zUUTj/Sy5MT/yOq++goplmXR1tYGq9W6pjt8qPNTyuLDMAxaWlpgs9lw+PDhNcF8iSp8lLphJfKNUto6AXjbGiT0kBKsQUIVaaFGjNKunmi3z5fzYN7LgB6gQXfToEdpsUkpl8+d79VVyZ1vj+5n24Cyi74gfOo5DttYFh0aDZpoGosAorWbS8soSMWx1WrF4OAg2tvbxXuGzWZDRkaGYueC3DE+id6uAgA8Hg/q6+sBYE3cVkIJn5qamrAWcWl3cjkRemBFKlLcbrdYBVi64Mai+Wk0wc2vSm5oF/sRPisrK2hqagJN0+u6HQMht/AJ1eLjcDhw7tw5GAwGHD582K8wTlThAyhviVACORedQNagvr4+L2tQtA2Po0UWV5MJ4EwcuO0cqCXqfFM+/fnaPQgytNKp/IB3VtlFq8KHoyic1GhwTOb7vq84djqdmJqawvLyMlpaWgBAtAYJfcXihdwxPomc0SWcD1qtFj/4wQ9w6tQpGAwG0aWZ0FldoSAUL1Kir1YgpOn3+/bt86ouGou5RmrxWQRgXj2BdnKcGCwoCBUhnqegoGDd7uTBkDu4OZTxrFYrmpqa1o1Fkmtu4QgfhmFEf70gsCPZ3mYi1iLPnzVIcH9YrVbwPI+uri7R/RGvisGAzBanZIBPDv1YqsnVBZwXPj9Zff11rVZ24eNLUlIScnJyMDw8jAsvvFAMkh4fHxf7igl1gzIzM2NmGRPCOeQSPhulXYXD4QDHcThx4gRsNhucTiecTifcbvfGFj6Asp3UfRkdHUVXV1fA9PtYpMnTNB2RFekETYMTnqQk+yks4ufOnUNdXR1KS0ujnl88Y3xGRkbQ3d0d0tzlmlsowofnedFPL/xfOg/hR67txYrNYGmS1ohZWFhAS0sLaJpeYw3Kzs6OeXaMkq42tQmfI5Jr5rU4BRsL26dpGhkZGcjIyMCWLVvg8XjElPmOjg6wLLumnpSccwDkC7BO9OBmgbm5OTzxxBM4dOgQHA4HGIaBx+OBx+NJLOETyQWm0WhiltIe6rgsy6KzsxMzMzNBW0/I2Uk92jFPSY71RauLGcuy6OnpAYCIW2j4Eq8YH47j0NXVhcnJSezfvx/Z2dkhjRUP4cNxnPij1Wqh0+nAcRxYlgXHcWIJB2EsmqYjtgYR5EWwKgtBlP6CYaWZYnJbg5QUPoKbTS3Cx8TzYpxPM03DCSDWjshALiadTof8/Hzk5+eL/f4sFgtmZ2fR29sr9przjRmLdA6AfLFWQnBzoiKt4L9161a/BWgTSvhEQrwbivoixMFQFIXGxsagMQGxcnVFIiwGJTez7TwPp9MpptwDENuCKDW/YOP5igwhpsrj8YTVWT3Wri4hHVh64xIuWqmFRyqMBEEk4M8apKTFR0nUUCFbag2Sxgb19/djZWVF7B9lMplksQYpLXyUdqv6xjjVc5wY5zNKUaiO8XUQSsYwRVFiV/Dy8nKvelKClTAjI0OMDwo3o4oIH2+EYye03gDWXqcbXvgoGeMzNzeH5ubmkONgYuXqimTMEcmFl2q14kRTE3Jzc1FfXy9bYT9hfrG0+CwvL+PcuXNIT09fE1MVylixsvgIfnmpuyDQzc5XBEk/688aJAiqzYKS+xps8feNDZJWkR4cHJTFGqS0q0tp4eMrPMok1/4oTaM6xnE+kZRK8a0ntbKyIloJh4eHw+4rJlid5Pou7HZ7SBZxtdPb24vy8nIAax+KEkr4qM3VFUhQSPtUhVPXRk2uLkH4mBgG7WfOoLa21ismRs42E7Gy+MzMzKClpQXl5eUh1X0KNlY0+AofwcojLBzh3DiF90pLKghVxIX/ezwesWp5OLFBhNhiNBpRUlLiZQ2yWq1RWYOUtvgoeW75K6BYKrnORmkaiLHwkSObymg0ori4GMXFxWJfMavVitHRUbGvmGAN8tdXTO46dRslxqeqqirg3xJK+ERCrBuK+sIwDFpbW7G4uBh26wm1ZHW5AUyu/t9ks62JiZHTSiNcsHLdwCmKAsuyGBgYQH9/P3bu3ImCgoKIx5Jb+EhFjxzxEVJhw7Is+vv7YbVasX37di+LkrCtWMYGKe1iU8rVFekDmSByqqurI7YGKWl1UdriIz23BUol96WROMxNbtEh7StWVVUFt9stWoNaW1vBcZyXNchoNMqayg6cFz6J3pl9PTa88Imnq0toPSG00wi3aGIsXF2RWHzGXC7wqzUoqpOTkW00ev09FsJHrnRMiqIwNjYGt9sddc8zuWN85BY9UoRCksvLyzh48CBSUlLWBEhL3WobKUBara6ucPC1BgndxNezBm1mi48/4VMkORdmElD4+KLX61FQUICCggKxr5jVasX09LTYV8xoNIr3FjnuoRslnT0YCSV81OzqElpPlJeXo7q6OuK5yu3qClekLCws4ExHB/COdwAA9BoN4HP81Cp8nE4nFhYWoNPpQmqQuh5yWjCkIkRu0eNyuWA2m0HTNA4ePCgKbn+xQcIc/AVIC/8nhIfcwkMa4yG1BgkVg6VtE2Kx/VBRi8VHOgfpHSQeclhua0swpH3FKioqwDAM5ufnxQe91157TRTI0ZRSIBafDUCsLT4cx6GnpwdjY2Ni64lox5TzKS4cK9LY2Bg6OztRXlcnvubv5hEr4RMNCwsLaGpqgk6nQ0lJiSxVU+WI8RG+S7vdju7ubuTk5CA7O1u273d5edmro3wg4RIoNkjudPnNFFQNxGd/pdYgjuPETLGBgQEAQFtbG3Jzc2XLFAsVNVh8fM9T6bcRj5kp2Zldq9UiNzdXLHpaX1/v1WZFEMjCj06nC2lcm822IVpWBGPDCx+tVouVlRXZx9VoNHA4HDhz5gzcbjcaGhqiNg/KHe8ChGZFkta42bdvH9yS+jz+PimnS05acyFSJiYm0N7ejurqaiwsLMgyLyB6i49gYcnKysL27dthsVjQ0dEBhmFgMpnEzI5IRdrs7CxaW1tRWVnptyBmMKJJl1cjSloe4rltmqbFhWzLli345z//idzcXCwuLmJoaAhardarbUIsq0irweLju33pXSQeM5OzYnKksCwLrVa7ps2KECQ9NDQkBkkL50V6enrAprvE4qMyInUfxcLi43a7MT09jby8vLDTpAMh7S0m10KznnVGcJMwDCPWuJmS/D3WFh8h4DYSgcHzPHp6ejA6Oio2rxUCAOWaW6TCR+pW0mg0XsXMlpeXMTc3h/HxcfGGJIigUBod8jyPkZER9Pf3Y9u2bREHbwv4iiAACVU8cSPE+ES6bQAoKipCeXm5lzVIaKIZTX2YULavtMXHd/vSMyEe34qc9+po5uArvqTu0q1bt8LlconWoNHRUQAQ/24ymbwevuSK8bFarfjiF7+Iv/zlL6BpGh/+8Ifx0EMPBa0R5HQ68eUvfxlPPfUUXC4Xjh49iv/6r/8SPSnNzc347ne/i9dffx1zc3OoqKjAZz/7Wdx6661hzS2hhE8kyC18eJ7H6OgoxsbGkJKSgt27d8tqnQHOn8ihmiXXI5h1ZnFxEU1NTcjKysKOHTvE7UtDmZf87Fssig6GOx7DMGhubobdbveytskZlxNpcLNULPjG80j99Fu2bIHb7RYrugqFLgURZDKZ1pwHHMehu7sbMzMz2L9/f1TB2/7wjfXZCNagWKK06ALefiCUWoMA//VhhABpOaxBarD4+J57Nsl84tEilOM42e7VkRJKnJHBYEBRURGKiorA8zyWlpZgtVoxMTGB7u5utLa2oqurC0ePHoXL5ZKlgOHHP/5xTE5O4vnnn4fH48ENN9yAz3zmM3jyyScDfuZLX/oS/va3v+Hpp59GRkYGbr75ZnzoQx/CG2+8AQA4e/Ys8vLy8Jvf/AalpaU4ceIEPvOZz0Cj0eDmm28OeW4JJ3zCXdiEeiZywLIsOjo6MDs7i/LyciwvL8t64QvWDzmFmkajETOKpHMVrA3++oZlAMjiecxTFIZUKHzsdjvOnTsHo9GIhoaGt288diD3mVykn06HjtWBz+TBXcaBu5oDIniACTfGRzjOgqUklCBmvV6PwsJCFBYWijU85ubmMDg4iLa2NmRkZCA3Nxc5OTnQ6/VobW0VM9aMPtl2sSBQgLSwr1Jr0GYrnCigtMUnkPD0rQ/jaw1KT08XhVAk1iA1WnykFefLZU4UCXUO8SZcdxtFUWJfscrKSrF/1ZtvvonbbrsNbrcbX/jCF3DFFVfg2LFjESXrdHZ24rnnnsNbb72FAwcOAAAefvhhvPe978UPfvADFBUVrfnM4uIi/ud//gdPPvkk3vnOdwIAHn/8cdTX1+PUqVM4fPgwPvWpT3l9ZsuWLTh58iT+8Ic/bGzhEy5yWXwcDgfMZrPYemJ+fl7WeBIBuTO7fLOmBIvBxMQE9u7d67ePCQBUrgqfUQAeANJnGiWFj9AVvri4GDU1Nef3jwc092uguVeDUnspQAEUT4GnedB/oIE7APZrLNjjbFj273BEtm8l5kgyt6Q1PIRsnrm5OczNzaG/vx88z8NgMKCmpibsUglyEKx4IsMwsNlsMBqNcLvdcbcGKS0+lNx2KPvuaw1yOp1i3SBfa1BWVlZIVgylLT7+hNeQ5PfKOAifeGZ1xWoOOp0O7373u/Hud78bc3NzqKmpwTve8Q789a9/xVe+8hUUFhbi2LFjePjhh0O2Ep48eRKZmZmi6AGAyy67DDRN4/Tp0/jgBz+45jNnz56Fx+PBZZddJr5WV1eHsrIynDx5EocPH/a7rcXFxbArTRPhEwJC64nCwkLU1dWBpmlFW2GEg7S4HcuyMJvNYjB2sMj9Sp7HOQAcRWEEgLQGptziLNTu5SMjI+jp6fGuhs0Dmi9roP0vyam8OhTFrd6U7YD261pgCmDvC138hCp8pFYQQL6UcKPRiNLSUqSlpWFhYQGZmZkwGAzo6elBW1sbsrOzRbdYPKw/vgjCxuPxoKOjAx6PB7W1taKLMF7FE5UWH4koupKSktZYg4R0+VCtQWq0+EiFT0Uczgs1WHxYlpXtQUjoYv7Vr34V3/jGN+BwOPDPf/4T586dC8s1OjU1hby8PK/XhMD7qampgJ/R6/XIzMz0ej0/Pz/gZ06cOIHf/va3+Nvf/hby3IAEFD7hurqiqePD8zwGBgYwMDCAbdu2obi42GvcWAgfuYsYCk8Ci4uLYrBjKMHYlZJjPEBRqJL8Hm+LD8dx6OjowMzMDA4cOICsrKy3P/s72lv0BEH7sBb8QR7cVaHNPZQYH6mlR+76PAAwOTmJjo4O1NTUiC1DhMyLubk5TE9Po7u7G8nJyaJLLCMjI243Y6EJb1JSEi644ALxvNpMxROVbhIqR/VvaSCsP2uQILKl1iClLT5+XV2S3zeLq0tOq5PdbkdycrK4T8nJyXjPe96D97znPQCAr371q/je974XdIzOzk5Z5rIebW1tuOKKK/Dv//7vePe73x3WZ/9/9r47PI7y3P7MFvXeu1VsS7Jsq0uW6dhgqm3iFCAJGELuDbmQgrlcSCEhgZDCj5gaSAgBktBsg+kYjG1KMMaWtOpW7213Ja2k1faZ+f1hfcPsarXaMrM7sn2eJ08SWZodjWa+78z7nvecZUd8PIW3kRVWqxVNTU2YnZ1FdXX1gjRyMSs+QldTAKC+vh55eXnIzc11a7Eq4BGdL2QyXML7XcXI11rseBaLBfX19aBpGjU1NQsqG/I/y8HK2K+qOy7AyljI/yx3m/gspfER04mZkO6BgQEUFxfbtST5ac/Z2dmwWq2YmJjgKpMsy9qNy4vVFpuenoZKpUJSUhLy8/PtNoCz5oniQyzS5VgNIi7SjtUgs9ksKeJjAtA4//+zGAb+cKKRQqtLyJF6vV7v0gtq165d2Llzp8tj5ObmIiUlBWq12u7rNpsNk5OTi06hpqSkwGKxcNVtgvHx8QU/09raik2bNuG//uu/8Itf/GLpX8wBpz3x8cYUkJjChYWFoaamxunGsRxaXcRcEfiqV+ouLuARkcMyGX7JOycxdEjOjjc7O4va2lrExMRg7dq1C6pUlIqCTOX+ZkkxFKg6ClQDBbZ46aqhq+oif9JJjPiJ1tZW6HQ6VFZWLjlhoVQq7WztZ2ZmoNFoMDAwwFX5CAmKjIwU5FyJh1Bubi5WrFjh8pj+ME8MdNXldP1svu6MXw2anJyEVqsFRVFobW3lJsX8OeHkWHH6Ui6Haf7/ny9yOCn/HAJN2IUcqV9qlD0xMRGJiYlLHqempgY6nQ61tbUoLy8HABw6dAgMw6C6utrpz5SXl0OpVOKjjz7Cjh07AADt7e0YGBhATU0N930tLS24+OKLceONN+KBBx7w5NfjsOyIj6cP+mJTTYthdHQUzc3NyM7OdpnoLfVWl8ViQUNDA0wmE5RKpcdjz5kAVjIMumQyfElR0AMg26/QrS5nFaTx8XE0NjYiNzd30SoV1ezdok+1uE98HM+Ln7kFeCdidgWLxQKVSgUAqKqq8tjckD+xwd+otFotZ3BHSJC3I80DAwPo6upCUVGRV07lQpsnBnqS7EyKjOBXg7q6umAwGBAUFMSZ5Pk6KeYJHCsdR3j/+wIRYooWOwcpEB8hKz5hYWE+/90KCwtx2WWX4fvf/z6eeuopWK1W3Hbbbbj22mu5ia7h4WFs2rQJL7zwAper+L3vfQ933HEHZ7J4++23o6amhhM2Nzc34+KLL8aWLVtwxx13cNofuVzuFiEjWHbEx1OQG8Jms7ks+ZNpp+HhYRQXFy8QZjmCtEGEvvGFqKbMzs6irq4OkZGRqKmpwWeffebVMS9iWXQBsFEU/iOTYQtPrCp0xYefXk50VUtGgFi9/ECLe9/mWPERS8RMQEJuo6OjUVRUJMhi5ti2mJqaglarRWdnJ4xGI2JjYzkitJRpGTGMJA7fjiJEb+CsJUZI0HIxTzydKz5LfX5ISAhWrlzJkWxH3yC+i7TQ1SBH4vcxj8Rf4KeKjxRaXUJrfITw8AGAf//737jtttuwadMmzsDw0Ucf5f7darWivb0dBoOB+9qf//xn7nv5BoYEe/fuhUajwb/+9S/861//4r6+YsUK9PX1uX1uZwzxcVVFIe7FVqvV7egJ8qYstHOnr5UkEpaak5ODvLw8UBTl9TEvZBj8bf76HaAobJn/utACbEKkaJpGU1MTdDodNmzYsLRteqp3n8emuVch4BMfsUXMWq0WTU1NyMrKcluH5SlkMhn3Np6fn4+5uTnOPLGzsxOhoaEcCYqNjbW7r8nfZm5uDlVVVaJk+bgal5eqeeKZOlFGPp9//UNCQjiTPL42qL+/n6sGESIkRMuV/9I5QVGom//fBTSNFD/9XU7Hio9QyexxcXEuzQqzs7MXPD8hISF44okn8MQTTzj9mV//+tf49a9/7fO5LTvi4+nDstTGT8It4+LiUF5e7nbpnz8mLuSbjLekgmVZdHZ2cmJYfsXK2wrNxQyDYJaFmaLwilyOB2kawfPHs1q9LbcshEwmg9lsxrFjxyCXy7Fx40a3BLnMxQzYOBbUpPv3BJvAgr3QvUWR/C3EFDEDwODgIDo6OrBmzRqkpnrJ5rxAeHg4wsPDkZWVxQkPtVotWlpa7PLEIiMj0dbWBpnsVPq7v3Qc7ponkv8O1CZ0plZ8XIlq+dogAFxkwsTEBAYGBgSpBvH/3i8pFKDnr8UWP1V7HM8hUBBS3GwwGASr+EgZy474eANnI+0keqK9vR2rVq1aUqDpCLIBCq3z8abVZbVa0dDQAIPBgA0bNiy4cb0lU7EAtjEMXpXLMUFReFMmwzfmH3QhW102mw09PT1ITU11mTC+AEEA/X0a8ofkoGg3prrkLOjv04CbQ05E4yPm5FZ7ezvGxsZQXl4uSOvIWygUCiQlJSEpKckuT2xgYAB6vR4KhQIZGRkwGAyLBhyKCVcCaY1Gwzm08/2C/LEhna34uHeN+ZEJpBo0OTnJVYNIgKYn1SDyTLIAnucRp+8K+FLmzjlIodUl1L0+NzcnWMVHyjgjiI/jSDtN02hpaYFWq0V5ebnHro+LHVcIeEpSyARaeHi4fXwDD77ohm6mabw6/2D/Qy7niI9Qv/fQ0BB0Oh0SEhJQVFTk8UJO76Ihe0MGdMIl+WHlLNh8FvRP3TtvsqGRcn1sbKygm4zNZkNTUxOMRqNorSNvQfLEbDYb+vv7kZWVhcjISGi1WtTV1S2ZJ+YPkIW+s7MTWq0WxcXF3H3ub/PEM7ni483n86tBeXl5C6pBpCVLKkKL3V+EeH0pk6F9fo3aaLNhtR/8e4CvqpCBrPiQNrAUNT5SxrIjPr4mtBsMBtTX13MtlZCQEK/PRWitC+CZxodMPi01geZLheYClkUew6BbJsMhmQw9AOQCVHz40RlxcXGIiYnxbhGPAqwHrFBuU4JSUQs8fVg5C4qmwK5nYX3DCkS5OBb5mfmWSnJyMkwmE1paWsAwjGDeOEajESqVCkFBQaisrAx4yKEzjIyMoK2tDQUFBZxxJ/9tfbE8MVceIEKCEEeTyYSqqiq759jf5olnKvERatNfrBo0MDCAtra2RatBDMNAoVDgOd6zeIOfqz1AYP2nyF5xlvh4hmVHfLwBaXVpNBo0NjbaRU/4elwxiI/F4nrsiGVZdHV1oa+vD+vWrVvUEIp/TG/PkwKwk2Hwy/lr9YhCgTt9JD6kNWc0GrFhwwb09vb6RqSSAetnVsjekYF+hEbw0eBTWV0UC/ZcFrYf2sBcybh1t/P1POHh4SgqKuJaPxqNBoODg5xQMyEhAYmJiR6N7RLTv8TEREHuQaHBN04sKSlBfHy83b8vlScWFBRkNy4vRhvAbDajvr4eCoUCFRUVC4ijp+aJvvwNAt3qCnRkhNDEy1U1aHBwEBRFcZUgm82GqfBw7J3XZUazLLb7aYwd+Ir4BLLVJfQ5zM3NLTnRfDrgjCA+MpkMo6OjmJycXBA94QuENvIjx3RFUmw2GxoaGjA3N+fe5BN8Hz/fSdP4g1wOPUXh7zIZrg0KgszL4+n1etTV1XGtOYVCIYxmSAEw2xhoN2rR3tKOc0vOPWU85MEdvpiImbR+oqKiuMWYbPbEG4dUPFxt9uPj42hpaUFeXh6ysrIC+rbuDCQaZGpqyi3jROCrPLHMzEzQNM0JpE+ePAmLxSJ4ntjc3JzdyP9SG7/Y5olncqvLH8TLsRo0MzPDtcT0ej2eSk+Hef4a3GCx+MWtmYCs04H8G9A0LUhsCcFZjc9pAqvVCr1eD5ZlnUZP+AJfcsAWg6v2GfF5CQ0NXVTP4+kx3UEigNtpGg8qFLBRFB6Ji8OPe3o8Po5Go0FDQwMyMzOxevVqO2IhFIGUyWRgZAwQ49nPeeLEHBwcvMAbR6PRoL29HWazmdvsExMTERISApZl0dfXh97eXqxbt84joy1/gVThbDabV8aJwFcmYomJiXZ5YmNjY2hvb0d4eDhHgrzJE9PpdFCpVEhPT3fZ2nUFoc0TgTO31eVvA0WZTIaYmBjExMQgLy8Pb7W348P5sOIwqxUbP/kELfNtsbi4ONGiWgjEmvL0BETYLCTxcedlerlj2REfT/7ARPhLURQyMjIEJT2AeBUfZ8dUq9VobGxcQBp8OaYn+AlN42m5HJMUhTfCw3FlaChqlv4xAKcW6P7+fnR2dqKoqIhz7iQQUivlKYny1YmZ742z2GYPnGrPVFRUCH4PCgESNBoaGoqSkhKv3JwdIXSemFqtRnNzM1atWsWFtfoKIcwTA93qCnTFJ5Cf//cVK7gR9p/QNM4pKOCqQa60QULhdDMvBJaOrDhdsOyIj7sYGRlBS0sLsrOzYTabRVmg/FHx4TsZr1271iufFyFaSdEA/pemcY9CAZai8ExuLr6DUxogV2AYhpugq6ysdDqyLaQvEN8Feik4OjH7WjJ23Ozn5uY4Y0yWZVFXV8dVgvyda7QYiOYoOTkZ+fn5om1krvLE+JopZ3lig4OD6OzsxNq1a0XTH3hrnngmt7oC6WFTL5Ph0HzlNIFh8D9WKyJ51SCz2cy5SDtqg4SqBknBw0do4nNW3LxM4Sx6or29XfKBovxjEpJCJldmZmZ8atPJZLIlBdPu4Ac0jcflcgxTFI4lJmKP1YpvuiBURITKMAxqamoWnaAT0hfI3YoPX88jxqgz0aJERkZi7dq1oCiKm4bq7u5GU1OTR3ERYoBUUfytOXI3Tyw+Ph46nU7QiAx34UogzR+X5/+3vzfBQBOfQImrLQD+h7eW3GmxwLE5ExwcjNTUVKSmptppg/jDCYQIeetLJQUPHyHPgVSsz1Z8JAhXNyiJnrDZbNi4cSPnjeLOpJQ3EFPcTDbO4ODgRRPiPTmmEOcZCuCPNhu+PV+p+KlCgQssFjhL05qZmUFdXR1iY2Oxdu1alw+nkMTHnYqP2E7Mk5OTaGhoQEZGhp0Wxdk0lGNcRGJiImJiYkTdUFiWxcDAALq7u0WtorgLZ3liGo0GLS0toGka0dHRmJmZQVBQUED8jharBpG/IZkw8neeWCBCSvkIFPH6U1AQmuf/FgVmM25ZolrsqA3iV4OGhoa8rgYJHVfkDYQ+h7Man2WGqakpqFQqxMXFLdhoxUpSF6PVRUja0aNHkZGRgdWrV/t8YwtJLHYwDF4xmfBmSAgmKAo/Uijwss1m1/IieWF5eXnIyclZcnEUUty81LHEJj3Dw8M4efKknf+NM/CnofhxEU1NTYJ6BjmCuEWPj4+jvLwc0dHRgh1bCMhkMkRFRaG3txfh4eHIz8/H9PQ0NBoNOjo6XOaJ+fMcjUYjGhoauLFrVy0x8r+FRqArPoEgXg0yGf7f/PMgZxj8SatFkIeVcMdq0OzsrF01iK8NclUNOl1bXWcrPhKFY3jkwMAAOjo6sHr1aqclezEICjmukJlVLMtidHQUVqsV69evXyAC9hZCGy3+0WDAxxSF6eBgvCGX41WGwbfm2wFdXV3o7+93K+Gef35CabAWO5avIualQLLShoeHUVpa6pEbuLO4CCE8gxzh6BYtxHi50DCZTKivr0dISAhKS0shl8sRExODFStWuMwTS0hI8GoSzRtMT0+jvr7e6XSZ0OPyriAF4uPPjd8C4NaQENjmf+frenuxzkchvkwm49quubm5sFgsnG8QvxpEKkL8lxApEB8xWl1nNT4SB4memJiYQEVFBReI5wgxoiWAU8THZDIJciybzYbm5mZMTU1BJpMJRnoA4VtySRSF/25sxB8rKwEAP1YoUGI0wtDYyOmRPCmXCq3xISSHbAr8aR3yPUJuGI7J5b68MQnlGeQIvumfVN2iyRRmQkKCU3PHxfLEhoeHuTd1QhDFyhPTarVobGzEypUrkZWVteDf/W2eGOhWlz83/nuDg7kW1zqaxje7uiBbs0bQzwgKCuKqQUSET0iQ46SYzWYLuMZHyFaXyWQCTdNnW11SBomeUCgULoWzgLitLiGOy/9dSktL8cUXXwi6qAkdKiqTybBxZARfp2nslcuhoyhsZRg8xTA4xws9ktAaH+CrTcFxckvohdpkMkGlUkGhUIiSXO6pZ5AzzM7OQqVSITY21rMQWD+C6KJWrFjhdnuUEETypk4Iolh5YiTGo6ioaEm3dMBeG0Tu79PFPNHfn/9vhQJPzq8rSpbFkyYTZkWuuPBF+M6qQQzDQKlUYnR0dEE1yF8QstVlMBgA4GzFR6rQaDSckVl+fv6SN7+YrS5fiQ/xNSExGqR1JjTxEZL4kev9mNmMRqUSHUol+iMi8Hh1NS7w4joLXfEBvtIfiKnnmZmZgUqlQnx8PAoLC0UnFO54BpFqUHR0NCiKwsTEBBobG5GVlYXc3FzJuUUDwOjoKFpbW1FYWOh1pTMoKGhB3pNWq0VPTw+am5sRExNjN0HnyXUgPlS9vb1OYzzcgaPWRwjzxEATH39pfL6UyfBjHql/yGxGMcPgEz+3mhyrQe3t7ZiennZaDRKr4ugIIYmPXq8HRVGSCkwWC8uO+LAsi6GhIaxZs8btRVKKFR/i5tvV1YXCwkJkzDuQkptYyBKm0K0ucl66gQHsGhnB/15wAWbkcrwjl+M3LItfe3hNxKj4OI4ZC70IkVHwnJwcZGdn+30DWswgUKPRcKadYWFhmJmZQX5+vmCmf0KCPAN9fX1eEwpncCdPLDExkZvicbVxsCyLjo4OjI2Noby8XDADysVaYqRN6655YqArPmITj1GKwndCQ2GZ/z1vsVhw0/zLYSA1NhRFQalUIjo6GgUFBVw1iFQuAXC6IDGrQSSoVQgQYbMUX46ExrIjPhRFobS01CMxrJgaH2+OS9M0mpubMTk5ucDUjzzINE0L1jYRutVF0N3djavLypBG09gmk4GhKPxeoUAhy+JbHnweX6wuFGw2G5cDJrSIub+/Hz09PSgqKkJysrNhfv+DbxBI0zTa2towNjaG4OBgtLe3Q61WB9QzyBEsy+LkyZNQq9WoqKgQVVfgbZ4YMd+cnp5GZWWlaG/Cy9E8kZynmJ8/B+D60FCMzV+fc202/MFsBvCVbi+QbVv+53uiDRKyGkTTtGCkSq/XnyU+UoanrRtCUIReKLwhPiQeQCaTYePGjQsmUchGLXSFRijiZ7FYoFKpAICbXrqEZfF7msZd828e31MoEGaz4Wo3fwehiBkhT0qlEl9++aWdS7IQCyTDMDh58iQ0Go0kR8GBr4JGdTodNmzYgIiIiIB6BjkDEYMbDAa/T5e5mycWGxuLvr4+2Gw2VFZW+m1iDHDfPJE804EyTxSz4mMEcG1oKGrnyWAWw+AFkwnkVVAszZ4nWGyiypk2iPgGNTY2gmVZwapBQmt8pPBS5A8sS+LjKeRy+YJJH6GO6wmhmJiYgEqlQkpKiktNiNCtOaFaXSRZnYxU8zeD22kaJykKz8rlsFEUrlcosNdmwxY3PlcI4sNvFZxzzjmc90tbWxusVis39pyYmOjVQmO1WtHY2AiLxYLq6mqXYvpAwWKxoKGhAQzD2AWNBsozaLFzVKlUoCgq4NNli7UL1Wo1+vv7AQCJiYmYnJwMmHjVlXnixMQEEhISAmKeyI95ERpmAN8ODcXH8y9S0SyLl4xGJPCqwmS9CCTxcbfaEhQUtCCuZWJiAsPDw1w1iO8i7cnvJLTGJyws7GzF53QB6YHabDZBFy93CQrfa6igoGBJvYXQxEcIYkFCUrOysrBq1Sp89NFHdsekADxms8EI4CW5HFaKwrcUCrxmteLiJdpYvp6foymhUqnkNnKWZaHX66HRaLiFxlNfHDJ1FxYWhsrKSsF66kKCnGNERIRLp2x/eQa5OsfIyEgUFRUFfBTYEUqlElFRUejq6kJSUhIyMzMxMTGB/v5+tLS0iHpt3IVMJoPJZEJjYyNXUQiUeaIYx7YAuCE0FAfnn7EIlsVrBgPWOawPfGuKQMGbSpuralBTU5NdNSguLm7JSqOQxOdM8fABlinx8fRm5+tmhIQ7BMVdryE+xJjC8rbVx7Isent7uXgDEpLqrIokB/A3mw0WAPvkcpgoCl9XKvGG1YrzXJAfXzQ+/EqPMz0PRVGIjIxEZGQkcnNzOV8cjUaDvr4+KJVKO18cx4VsamqKm7pbvXq1JN+GdDodVCqVx+colmeQMxDTPylfx5mZGdTX1yMlJYU7x9jYWJd5YuTa+IsMz87Ooq6uzu4cCfxpnigG8TABSOJpvcJYFnuNRlQ6eSmSQsVHiBajYzWIuEgTB/jw8HA7bZDj5wlpYHimuDYDy5T4eAqKokQNFF2MUBAXWgBLeg05O66Q5wl4PgXCJ21VVVV2mpbFdEgKAM/Nk5+35HIYKApblUr802bDVYv8Tt5WfPiaB3dFzHxfHJqmOV8cZy0xrVaLtrY25Ofnc1N3UsP4+DhaWloWNdTzBEJ4BjmDRqPhIkxWrFjh0zmKBaK/yMnJwYoVKxbcS87yxLRaLTo7O2E0GhEbG8uRRLFE0DqdDvX19cjOznY6SeioDfJ1XN4VhK74zAJIdxC4v2I0YuMiazYRVgeSQAsdF8F/EcnJyVm0GkQqQsHBwYJO/56t+JyGUCgUouRqAaceAMc3vqmpKdTX1yMxMRFFRUUe3Zxi+e548obCJ22LibAXIytKAP+y2fBNAAfkchgpCt9UKLDbZsN/OfkZT4mPoxOzt5NbcrncaUtsaGgIra2tAIDU1FRER0cHfILGEfzpsnXr1iExMVHQ43vjGeQMQ0ND6OjokNQEnCPGxsbQ0tLito8Q/9rk5+dz10bMPDFCHlevXu0WCXcmkCbPjBDVICErPmqKwjccBO7XW624wMUaGOiJLn+cw2LVoJGREe4ZNJvNMBqNgpzL2YqPxOHtJidGxQewJz4sy2JwcBDt7e2cf4qn5ytWxccZQXOG6elp1NXVIT4+flEtxlLnGAzgVZsN/wXgFbkcDEXhR0olBmw2/IamwX9EyWiuO+RCLCdm0hILCwuDXq+HxWJBeno6ZmZmcPz48SVbYv4EwzDciHpFRYVg3jKLwR3PIP4EnVKpBMuy6O7uxuDgIEpLS91q8QYCAwMD6OrqQnFxMRISErw6Rnh4OMLDw+3yxDQaDZqbm0HTtM95YsTg0V3HaEc4E0gLZZ7oK/HppCjsCAtDH+/z/sdiwYPzY+uuPv90Jz58OFaDyDPY1taGnp4e9PT0IDY2liPk3txner3+bMXndIMYxIc8+Pyx0tbWVqjVapSXl3sUVMmH0OfKdzNeCiMjI1zrxJUxnztVmmAA/7DZkMmyeGiecD2kUGCQovBXmw3k0eS/mS5lJudpa8sTmM1mqFQqyGQyVFdXc0L4pVpi/pz2sdlsaGxshMlkCljQKN8ziO+S3N3djaamJsTExMBms8FsNqOyslKSiykJ1B0eHhbUmsBVnlhbWxsiIiI4Au2OnwshZkIbPPpqniiEh88Xcjm+FRqKqfnjZDAM9hmNKHRjnZJCxUfoVpcnIM/gyZMnUV5eDpqmF1SDiEA6OjrarWtlMBgkadEhBs4o4iN0q4uvHSKZTQzDoKamxqcNSehWF1m4XB2TpIsPDAygpKRkydaJu+0pGYD7aRqZLIufKhRgKAqvyOUYoCj8y2pFOr4iZq4Ezo6TW0KTHpJnFRMTgzVr1tgtaIu1xLydEvMWpP0YFBQU8FFwAkeX5NnZWTQ2NsJsNoNhGDQ0NATUM8gZGIZBW1sbZyAqVnnfVZ7YwMCAyzwxlmXR09ODwcFBlJWV2ZmcCglfzBO9/VuyAF5QKnFncDDM88/KOprGXqMRqW4OOUiB+AT6HMjfSKFQIDw83K4aRLRBzc3NYFnWrWqQwWAQNBxbyliWxMebjUVM92adToeuri6XrSFPjym007KrY9psNjQ0NGBubo4zvVsKnupy/pthkGaz4QaFAkaKwlGZDNVBQXjOasVFDjETjvBGxOwJSFvCnYDMxabEyLSPWC0xklzur1wwb2AymdDS0oLQ0FBUV1cDQEA9g5yBpmmuYlZZWelXPyZ388Ti4+MxNDQEjUaDiooKv1bM3DVPtFqt3ICDJ/fiHIA7QkLwEo/kXWSz4Z9GIzxp2AaadEjhHMh+5ngOSqUSycnJSE5OXlQbRATS/GoQcW72FZOTk7j99tvx1ltvQSaTYceOHXjkkUdc3scmkwm7du3Cyy+/DLPZjC1btuDJJ590qgucmJhAcXExhoeHMTU15dVLwbIkPt5ArLwulmXR1taG1atXO50G8QZinOtiRMVgMKCurg7BwcGoqalxu4rgzSTW1QyDD61WXKdUYpCioKUoXK1U4mcyGcqwkPiQ0jv/ARea9JBWwpo1a7zST3gyJebtRq/VatHY2Ijs7Gy3kssDAb1ej/r6esTFxdkRs0B5BjkDMU+UyWSoqKgIaMXMsVLm6K5NURRSUlJgMpkQGhoakJbKYtUgmqah1Wq5gRF3BdIdMhm+GxKCNt7vcovFgt+bzfD0yQg06QAC2+oinw/A5Tk40wbxq0FarRbPPvssNm/eDKPRKAjJ/va3v43R0VF8+OGHsFqtuOmmm/Bf//VfePHFFxf9mZ/+9Kd45513sGfPHkRHR+O2227D1772NfznP/9Z8L3f+973sH79egwPD3t9jmeJj5cg8QUWiwWrVq1Cdna2YMcWutUFOP/9iZN0WlqaWyn3jufoTVWqgmXxhcWC7ykUeF8uB0tReEChQPHGjVjLsiDDzmKJmAkYhkFHRwfGx8cFayWI0RIbGhpCe3s71qxZw3koSQ1TU1NQqVTIzMxEXl6e09/Ln55BzmA0GjnXcVcGj4FCaGgo0tLSoNFoOBG5TqdDW1ubyzwxf4KQm97eXoyPj6OkpISrJC8lkN6jUOBHISGYm783IlgWj5pM+LqX8gN/JcMvdQ6Brvh4Oo3nWA3q6+vD2rVr8fLLL6OtrQ0nT57EwMAALr/8cpxzzjkevxy0tbXh/fffx/Hjx1FRUQEAeOyxx3DFFVfgoYcectpKm56ext///ne8+OKLuPjiiwEA//jHP1BYWIgvvvgCGzZs4L73L3/5C3Q6He6991689957Hp0bH2cM8RFynJ2IYG02GzcJJCT8UfEZGBhAe3u7XTK8p8fz9hzjAbxms+EhlsWv5ye+GhITcT7D4CmaxmW80roYVR6r1YqmpiZRBcLutMRcZYnxxbdlZWWSnYoiPkLujlkTiOUZ5AykTZiYmIiCgoKAb5jOYLVauQk5Uo0igZeL5YkRKwF/bb6kuk3MWPltkcXME2dkMtwbFoZ/8XQla2ga/zQascqHYOJAkw5SjQ4kgfbVvJCiKOTk5ODBBx8EcMpr7pJLLsH4+DiuvfZaGAwGbN68GQ8//LDbL/ZHjx5FTEwMR3oAYPPmzZDJZDh27BiuueaaBT9TW1sLq9WKzZs3c18rKChAVlYWjh49yhGf1tZW/OY3v8GxY8fQ09Pj9e8NLFPiE8hxdjLqHRcXh7Vr16Kurk6U6ozFYhH0mIT4EGHn+Pi4207Sro7n9fkAuIumUc0wuFGpxBhFYVwmwzUyGa4D8KDVigQRSA8JiQ0JCfGrQNiTlphcLkdLSwtmZmZEFd/6iv7+fnR3d/vsIySUZ5AzkGqUO/qtQMFsNqOurg6hoaFYt26d3Wa2mJWAVqtFQ0MDWJZFfHw8EhMTRc0TYxjG7p50JKPOzBPfl8nwk7AwjPIIynVmM/6fyYQIH0lLoInPYvoaf5+DUJ/PsiyMRiO2bNmCyy67DAzDQKVS4b333vOoGj42NoakpCS7rykUCsTFxWFsbGzRnwkKClrwOcnJydzPmM1mXHfddfjTn/6ErKysM5P4AJ7HHAhBJoaHh9Ha2mo36i1GW0qsVpfZbMbx48dhs9kEmTwTQoB9wXzra8fMDGrnN8+XlEocksvxmNWKKwW8DjqdDg0NDUhOTsbq1asDtmi5aom1trZCLpdDoVBg7dq1orkA+wKWZdHR0YHR0VHBU+q98QxaDGq1Gs3NzR5Xo/wJorEj04RL3ZN8KwGWZTmBtJh5YjRNo6mpCUajERUVFUt6xEzLZPi/kBD8m+cZFsmy+J3BgOvMZoBlYYFvURqBJj5SiMwQWmM0NzeHyHn3bJlMhrKyMpSVlQEA7r77bvzhD39w+fNtbW2CnYsj7rnnHhQWFuI73/mOIMdbtsTHU/gyzk4M40ZGRlBaWmpndCZmFIaQYBgGnZ2diIuLQ3l5uc/ZQkIRHwBIZlncX1eHpvJyPBAfj+n56s83g4PxTZsND1ks8NXBZGxsjCOtvkY7CAl+Syw5ORl1dXVQKpUICQmBSqVasiXmb5AYk9nZWVRVVYlOzJbyDIqNjeVIJL8yRhyj165du+ANVCpwlbvlDiiKQkxMDGJiYrg8MUfdlK95YmTik6ZptwTh78rluF2pxBjvPt1E03jCYkEmRYEJCnJrXH4pnCU+4hCfxarLu3btws6dO13+fG5uLlJSUqBWq+2+Tkw9FxseSUlJgcVigU6ns6v6jI+Pcz9z6NAhNDU1Ye/evQC+sj5JSEjAz3/+c9x3333u/Iocziji4w1BIZMgFosFNTU1CxZ6sYiPkMccHx/HzMwM4uPjUVJSIshboEwmE0QzRUTMcbGxyP/8czwdF4cn1q/Hp/NuxK8qFDgkl+PXFgtuoGl4+pgTP5SBgQFRoh2EAglDTUtLw6pVqzhjzMVaYt66APsCq9UKlUoFlmVRWVnp93H0pSahSFSE1WqFWq2WtGM0acEtlrvlDUJCQpCRkYGMjAy7PLGOjg6YTCY7gbQ7hJXojuRyOcrKylwSp36Kws+USuznfU8Uy+L3888t+e1cmSfyx+WXqgYFmviQNtPpkhVGWsyLTXUlJia6tXbW1NRAp9OhtrYW5eXlAE6RFoZhOIsLR5SXl0OpVOKjjz7Cjh07AADt7e0YGBhATU0NAGDfvn0wGo3czxw/fhw333wzPv30U+Tl5Xn0uwLLmPh42uryxsdnZmYGdXV1iI6OXvTBF0uILMQxyabf09OD6OhoxMfHC/agClHx4XuEFBUVIT8/H1qtFn9obcWekBD8ragIeqUSWorCbcHB+BvD4E8WC85x83NpmkZrayt0Oh0qKiq4Mq7UQCIJVq9ejczMTO7rUjFOBL7SRoWFhS3QoQQKoaGhyMzMRGZmJmw2GyYmJtDV1QWDwQC5XI7BwUEYjcaAeQYtBk9zt7yBr3liFosFtbW1TnVHfMwB+H9KJXYrFJwZIQBcStN43GJBuos12l3zROKQzydNgY6sCDTxEvocDAYDWJb1eY0sLCzEZZddhu9///t46qmnYLVacdttt+Haa6/lJrqGh4exadMmvPDCC1z49fe+9z3ccccdiIuLQ1RUFG6//XbU1NRwwmZHcqPVarnPO+vj4wKeEhQS3ZCXl+dSFCnVVhfpy+t0OlRXV6Ovr0/Q9pmvxMeZEzOZZElNTcU6hsF1ajV+HhaGD+ff2htkMlwaEoKvWSx4kKaR4WJRtVgsaGhoAMMwqKqq8nt1xB2QcdLe3t4ls6I8mRKLjY0VlJjMzMygvr4eSUlJkp2KoigKY2NjoCgK5557LqxWa0A9gxYDIblr1671a2irJ3liLMuitrYWUVFRiwYsswBelcvxC6USI7x/T2RZ3G+x4Nu8Ko+7cNc8kVSbA3kfSoH4CFnxMRgMACCIj8+///1v3Hbbbdi0aRNnYPjoo49y/261WtHe3s59JgD8+c9/5r6Xb2AoFs4o4uNOa4b4uwwNDbkV3UBEw0LCVzJlMplQV1cHuVyOmpoaBAcHCy6Y9oWcuePELJPJUBQbi/0APjEacadCgZZ5fcFrQUF4h6Zxy8QEdgFICg+3O4Zer4dKpeIWbilUJxxBpusmJiZQWVnp8ZuWsykxrVYreEtsYmICDQ0NyMnJEawlIzQcW3BKpRKhoaEB8wxaDGLkbnkDV3lira2tnMB8sYDlOpkM/6tU4gvedVOyLH5os+Fuq9UjB+bFsFg1iKwbRI9itVq9Fkj7gkCbFwp9Dnq9HjKZTBAn87i4OJdmhdnZ2Qu6NSEhIXjiiSfwxBNPuPUZF154oUcdH0ecMcTHnVYXqRKYTCbU1NS4NUYshhDZF5Ki0+k4zxL+lIjQ5+lNxcdbJ+bzWRZHrVY8zzC4LygIWoqCWS7HE0lJ+JfZjGt7e3GjyYTMhAQwDIOmpiaXZnqBhtVqRWNjIywWC6qqqnxebPgtsfz8fMFaYiMjI2hra5O0eSLJLwsJCcH69eudbgT+9AxyBn7ultBTcL6CbyyZmJjIVXoUCgXq6+u5llliYiKGExLwx9BQvOXQ8r+MpvF7i8UnX56lQKpBZKzebDYjPz8fAOzWSk8E0r5AChUfX318+CBEUorrpRhYtsTH0z/QUlUUMmERGRmJmpoatycgpNTqIm9sq1evRlZWlt01Erri4ynxcSZe9ORvKAdwM03ja0YjfqdU4mmFAjaKwnRwMJ4uKMA+iwVf6+jA5t5eJEZGIiIiAjabTRJBnnwYjUaoVCoEBwejsrLS5+k6RwjREmNZFr29vejv70dpaSni4uIEPUehMDc3x3lquZtftphn0Pj4uM+eQc7Asiza29uhVqv9nrvlCaanp1FfX4+srCyutU+m6L6YncWdYWH41KEquYph8AeLBVsEfvFbDOSlxmAwcGP1ZD1xZp7oy7i8O+cSaOIjdMUnkC1gf2PZEh9PQQgKy7IL/rhjY2NoampCTk6Ox1UCMVLfPSVTZHEdHh5eMG5PIJPJBDVF9IT48Hv1vi5CMQD+aLXiezYbHlAqsW+eOGiDgvDXtWvxZn4+vjc+jnM7OmBpbkZsbCw3kRAoq38CopUhDsL+WDg9bYmRKBatVitpQbhOp4NKpUJGRobXlT1XnkEqlQoA3PYMcgZH079A33+LYXJyEiqVaoHVQ6dcjgeTk7E3LQ0s7/ommM3Y0dGBq0dHkZqQAO28QFrM1g8JlzWbzSgvL+fE6uQZcjRPJP8RqxoklVaXUC92BoNBkp5hYuGMIT4KhYKrOpAblhixDQ4Oori42Cu/DzFbXc5ImiOsVisaGhpgNBqxYcOGRdtzgWp1ORMxC4F8lsULFgt2mUy4x2TCx/Nkb0ypxAMZGchMS8OtRiMuHRqCRq1GR0eH4G/znoBM8uTm5goWZusplmqJRUZGwmazcVoZqW7U5FoK7cm0mGdQT0+PS88gZ6BpGg0NDbBYLAEZ/XcX5FoWFBRwUzf1FIVHlUrsnY+TIUhiWdxpteJmmkZQdjYmo6I4Es3PExO6ZUiupc1m40afF4MzgTQhQUJWg6RS8RHqOp9tdS0TeNPqAr5i6oQwGAwGbNiwwesStFitLgBLEh9S6g8NDcWGDRuWXBD8TXzEIj0EJpMJhvp6/DYoCGxJCf4YGop35itAgzIZfhYejj+sXo2bc3Nxi9GIkPlxXqJdIIt0fHy8qG9vg4OD6Ozs9DoBXgw4tsRmZ2ehUqm49O0TJ06INiXmC4aHh3Hy5EnRp6Lc9QxKTExETEyM3SZI/G9ICrzQ7UyhMDY2hpaWFqxduxaJycl4Ry7HYwoFPnX4WyewLO6wWvF9mw1cTUAu5yqppGWo0WgEzxOz2WyccH0pLyFHuDsuT77Xk2qQFIiPkBof0uo6UyDNJ1IEkJuUpmkutDA8PBw1NTU+lQvFJD6uslhIVk9GRoZbrq9iaHwWOx4RMYsZNDo9PQ2VSmXXNnrVYkHtfAvswPw1nKYo/FmpxGMKBb4WFoYfpabiApqGTqfjPE2IwJUs5EKNvvOjHYRKgBcDc3NzaGhoQExMDIqKisCyrGhTYt6CjP739fUFRHfk6Bk0OTkJrVaLpqYmMAzDXZ+IiAi0tLQs6X8TaBBn61UlJXgjORlPKBToclhr4lkWP7Ja8QObDa62RH7LMCcnx2meGLl3PMkT4xsolpaW+nwtPRmX53sHOYNUWl1CjrOfJT6nISiKglwux/j4ODo7O5GdnY2VK1f6vCGLZWAIOO/hsiyL/v5+roKQnp7u9nn6o+LjKGIWg/SQRHBnbaNyhsFrZjNaKAqPK5V4WS6HhaJgoyi8qlDgVYUC59I0blUqcWVcHFavXs29rY6OjuLkyZOIjIzkSJC3gj+aptHc3Ay9Xu+XaAdvQbQy6enpds+DGFNi3oJo2EiwbqB1R87GwTUaDfr7+6HX66FUKpGUlMRtJlJrH/T39+Po6CjqL7gAN0ZEYNLh/FYzDG6z2XAdv8LjAYTIE7NYLKirq0NwcPCi03q+wNW4PFnDgMVbYlKo+AgZUqrX6yW7RomBZUt8PF1MyMx/Z2cn1q1bJ1jLQSziQ6Yq+GAYBq2trdBoNKisrPSogiBGxcfRR4FvP0++R0jwDf+WymAqYln8xWLBrwH8TanE3xQKaOfvmc/kcnwmlyORZfFtmw03ymRYPf+2arFYuJYGmYIiJMiZw60zkJgTiqIkre8gIZ6rVq2yc4zmI5DGicCpe765uZnLBpOa7oiMg1MUhaGhIWRkZCAyMhITExPo7+8PmGeQM5hYFs9OTODFhASoCgrsBMsAcAFN40dWKy5lGAj15HqTJ0Zco4lLuD8IhqtqkLOWmJCkw1sIWfFxFVdxOmLZEh9PQHxTGIYRXGfhalpMiOMSmM1m1NfXg2EY1NTUeCxqE6Piwz8/sfU8fMO/iooKREW5Z5OWDOAXVit2Wa14WS7HY0ol2ucXLA1FYbdSid1KJc6hadxgs+FrQUFIS0tDWlqaXVZWS0sL53BLNjJnLdK5uTnU19dL2jwR+Ep35GmI51JTYqRlKERLjARk2mw2SRNIZ7lb/Lwsf3oGOUMrReF5hQL/oijoHMTgSpbFN2gat1mtKBbRh4dgqTyx6OhoGAwGREVF+Y30OGKpapDNZoPFYuG84fxtnkggtI/PWeJzGkGv16O+vh6hoaEIDw8XXJ/AfziE3OT4xIJkhsXExHitGxBT3Myv9IhBeogQ3WazeW34FwrgJprGjTSNQzIZXlAo8KZcDuv8uf5HLsd/5HL8L8vimzYbrqdpVOGrlk9BQYFdS6OlpQUxMTHcJh8eHo7JyUk0NDRI2jyRZVl0dXVheHjYZ92Rsykx4gDsa0uMEP2goCCUl5dLViDsKnfL355BfEwBeEMux/MKBb50sl7kMAxutNnwHZpGqh8IjzM45olNTk6isbERFEVhYmICR48eXVRA7u/z5FeDRkZGoNFosHbt2oCYJxIIXfEJpJu4vyHN1cQNuLNIqNVqNDY2IjMzE6tXr8aXX34piucOILzYjVRoiMdQbm4ucnNzvV4cxTIw5E9JiEF65ubmoFKpEB4eLozAEcBmhsFmiwUaAC8rFHheoUDb/GI1Q1F4RqnEM0olMhkGX6NpfJ2mUcownMNtXl4eTCYTNBoNN+UTFBQEs9mMFStWSJb0EF+Z6elpVFZWuuVM7i74LbGcnByfWmIGg4Ej+nz3canBk9wtsT2DAGAawNtyOfYpFDgkk3GkniCYZbGVprHTZsP5ArazhIDBYEBLSwuSk5NRUFAAmqa5PLGmpqYFeWKByt4bGxtDR0cHSkpKEBsbK9q4vDsQst02NzcnqDWE1LFsiY8rsCyL7u5uTgtC7PbFFiILfdzBwUGo1WqsX7/e59FdMVpdwKlqjFwuF4X0kDfAtLQ0rFq1SvDjJwK43WbDbTYbvpTJ8JxCgb1yOQzznzMok+ERmQyPKJXInSdBO2w2rGNZhISEIDMzExkZGeju7kZ/fz/i4uIwMjKCkZERu1F5KVQrSNWMpmlUVlaKvnF42xIjDsJi/c2Fgq+5W0J5BukBvCuXY59cjg/lcruEdILc2Vn8t1yO6wFI0YN7bm4OtbW1SE5O5iZUl8oTIwMICQkJnMZKbIyMjODkyZMoKSmxmyrkV/39YZ5IIHTFR8gXIakj8CuywLDZbGhqasLMzAyqq6vttCBiEB8yLSbkcW02G8xmMyYmJrBhwwZBpliEbHURPVNwcDA+++wzJCQkICkpSdBNnvi15OfnL2ghCA0KQDXDoNpiwR8B7J9/az4sk8E2v6D2yGR4SCbDQ0olVjMMttM0LrVaEd7aiunJSVRVVSEyMhIsy3Kj8t3d3WhqarIblfeXroMPfp5VSUmJ34mYuy0xpVKJjo4O5OXlITs726/n6C7IS9XQ0JBguVueegZNymT4QC7Hu3I53pfLYXSy6aczDM4ZGcHF4+P41sqVCJKo1oxEBaWnpy9aKeXnieXm5nIDCFqtFgMDA3Z5Yt5Wy5bC8PAw2tvbF5AePhYTSBN7DyGrQeT4ZzU+3mHZEh9nDwgRlgYHB6OmpmaBGFKMeAlyXKGIj9FoRF1dHQBg5cqVgo3uCtXqIg8zRVE499xzMTMzI+gmTzQoQ0NDAfFriQTwXZrGd2kaEwDelMuxV6HAJzIZ52LbIZPhjzIZ/qhUIrq4GJeyLK4EsJmmEUtR3CbGH5Unxm4RERHc9YmMjBT9TZV4VhGdUqDbRou1xIaGhjAzMwOlUslt/FIyTgRO3ZsnT56ERqMRNXfL0TNoYnISn8/N4QODAV+Gh6M9JmbBRBYAJLMsvmazYavJBOWJEwhWKlFcXCypa8gH0S5mZWUhNzfX7Z8L4g0gMAwDnU4HrVbLrUExMTF21TJfnzHieVRaWorY2Fi3fkZM80RyPP7xfYXBYDhb8VmO0Gg0doZ+zm4idxLavYFQxGdqagr19fVITk6GUqkUfEqMvHl4e1xnk1tkVHXVqlUwGAxQq9V2m3xSUpLb4lbifUNGlwP9IMbjlCD6JprGOIA3FQrsk8vxmUzGbTzTQUHYA2APADnLooZhsIWmcRlNo5BlER4ejvDwcGRnZ8NisXC6Dv6os1ij4ERsvWLFCi54UmoIDg6GzWbD3NwciouLIZPJRJsS8wX8sXp/xHnoARyRy/F+UBAORERgZJFNMcZiwaWzs/gWRWFzcDDoef8bf46CewOdTof6+nrOi8tbyGQyxMXFIW7ek4uQZkKEgoODORLkzTNGph89IT2LnadQ5onAV9IKITU+Zys+ywTE66a3txfd3d0oKiri8macQYxWl1DHHRoaQltbG/Lz85GVlYW6ujrBxciA99Nn/Ad0MT1PWFgYN9K7mB9OUlKS0wkNs9kMlUoFmUyGqqoqyY0uJwP4vs2Gb05M4FBrK9rz8tCQkYHDcjlm568FTVGcR9AvAaQwDM5jGJxP0ziPYbAyKAipqalITU21G3XmuyOTTd7X358IbwsLC10+E4EEy7Lo7OzEyMiIXdtIjCkxX+CP3K05AF/IZPhULsenMhlO8NqsjihkGFxG09hkMiF3bAw6rRYTExP4z/w6FBUVJWlROHnBc+Uf5S341TIikPY2T2xwcBBdXV2Cu677ap4IQNAxejJxGGhjUH9iWRMfoufR6XSoqqpast8ul8thNpsFPw9fiA/DMGhvb8fIyAjKyso4oaRYYmRPBXGkSsR/w3Bnwwly8MPhT2gwDMMtPgkJCTAajaivr0dcXJykF2xi+FeWl4ftiYmgLBZYAPxHJsP7cjkOyOXo5J37mEyGPTIZ9sxrauyIEEVhJW+Ul7gjDw4OorW1FdHR0Vw1KCwszO1Nnjh79/T0oLi4GAnz4a1SAzHj1Ol0TifMhJwS8wVi5W55QnRCWBYXzJOdLTSNFWT8XC4H0tOxIj0ds7OzqK2tRWhoKEwmEz755JOAeAYthYmJCTQ0NCA/P99t13lvIfchT2xgYADd3d0oLS0VPWrGU/NEiqIEnyI+G1mxTMAwDI4dOwa5XI6amhq3yuBSq/hYrVaoVCqYzWbU1NTYWYYLfa78twt3IZQTs+MCNDMzA7VajZ6eHjQ3N4NlWSQmJiIvL0+ypIdM8RQVFdlN2AUBuIhhcBHD4A9WK7opCu/L5Tgol+NzmQx63mbmSISSWRbVNI1yhkFFdDRK592Ribst0U6FhIS45WfiGO3grsmjv2Gz2dDY2MhVUNx5dvlTYgzD2L3Ji9USI6JwX3O3GADdFIXaeYJzQiZDvQuiA5yKjbhgnuhcwDAuoyMI6cnIyEBeXh4A+NUzyF2QF5/CwkJu0tZf8CRPzGg0or+/H2VlZYKI1z2BO+aJwCl3eDKwIsSaeaZNdVGsY+7AMsLY2JhHyb+Dg4PcpiAkamtrkZiY6JEPgl6vR11dHcLDw1FcXLzgTbK1tRUymQwFBQWCneeBAwdw3nnnuZXJwhfhiTGqzrIsRyaSk5NhNBoxPT3tsS5IbBAyMTY2hpKSEo/e/mwAVDIZPpl/s3ckQo6gWBarWfYUEZr/T6HVCv28Lkir1YJhGG4DS0hI4O4bmqbR1NQEg8GA0tJSyUU7EFgsFi54UogJM5ZluZaYRqPBzMyMIFlrBoMBtbW1iIuLQ2FhoUebyyiAOrmcIzl1Mhl0S5zDaobBefMt0XNpGu7SAqKVyc7ORk5OjtPv4XsGTUxMAPDdM8hTjI+Po7m52S3PI3+Dnyc2MjICs9mMiIgIpKSkcMGzgV6HgK/kBjRNo6Ojg9PFAb6Ny9M0jdjYWHR3d3skMl/OWLYVHwCIj4/3qIIhlYoPEWJnZWUt6lUiVuq7O8f0R/wEfzqGvFV5qgsSG4RMzM3NeRU0qgA4AnOHzbaACB2VyTh9EACwFIV2ikK7TIYX578WFByMgvBwFGVkYA3DYMXsLOTj45ier5bFxsYiLi4O4+PjkMvlqKys9MtG5g3IxGJkZCTWrl0ryN/TsSVmsVg4kuhtS4yMWKemprr0EjICOElRaJXJ0CKTnfpvilpUiMyHt0SHD9I2WkorI5RnkLcYHR1FW1sb1q9fj8TERMGP7yvIkMbU1BQYhkFpaSlXde3t7bXLE4uPjw/YlBxZizs7O6HT6VBWVgaFQuGzeeLc3BwAnFEan2Vd8bFarR4Rn/HxcXR3d2Pjxo2CnkdjYyPCwsKwcuVKl99HQjZJy8SV6LSzsxMmkwnr1q0T7DwPHTq0pPeIOyJmX0By0ywWC0pKShatTPB1QRqNZoEuSGwvGiK2lsvlKC4uFoVMMAA6KAonZDKuDdLkxHHXGaJYFvk2G7JmZhA/MoL0mRmsBFAYGYmUxES/mbq5C0ImkpOTkZ+f75dz47fENBqNWy0xfu4WqaDMAuilKHQRgjNPdnooirM4cIUklkUlTaOCYVDOMChjGHg/H3QKRG/ma9uI7xk0NTXldlvVXRD/m+LiYklHIvT29qK/vx/l5eV2BICfJ6bRaGAymTjtVEJCgl8TzUn1mbww8tdOx3F5/ra+VDVobGyMs944UxLalzXxsdlsHlVFJiYm0NLSgvPPP1/Q82htbYVcLkd+fv6i30PTNFpaWjAxMeFW77inpwczMzMoKSkR7DyPHDmC9evXO/XGcRQxk5FKIWEwGKBSqTjNhLvkha8L0mg0MBgMopoCkny32NhYv4utTQCaeVqQOpkMnW5usACgYBgkGQxINRqRy7LIVyiwNiQEuRSFHJZ1qRURC2Ssnh/i6W+4aoklJCZiLjIS9TMz+M/YGCyZmZiIjkYvRaFHJoPWg/ONYVms47UqKxgG6SwLIX9jMrG3bt06jwJml4LNZrMjigzD2MVEeDrNRkbBXZn+SQHd3d0YHBxcQHqcgWintFotpqamFphLirVWsCyLjo4OqNXqBaTHEY7mifzigLNqUHd3NyorK2EymSTr+SQ0lnWry1OI1epayhyQiCQBuJ2sLvRUl6tjOoqYxSA9Op0OKpUKKSkpi/osLQaKohAdHY3o6GjOL8iZKWBSUpLP/XiySRNTNX9v0iH4qj1GYALQPl9lIP9pYlkMOyGONpkMIxERGImIQK2T4ycwDFIBpLIs958U3v9OZVkksaxgCwPRdhQUFIg+xeMMswBGKQqjMhlGY2IwGhuL0dWrMcKyGKRpjFIUNEolLHI5EBYGpKS4ddxQlkUhw2ANy2INw2ANw6Bo/vqJecfwyYTQFRRnMRH8SUNP7ATIZKHQo+BCgmVZ9PT0YHBw0G1DSuLLtWLFilPmkvMCaTHzxPikp7y8fEn9nrvmiWSdn52dRXh4uGQHS8TAWeIj0HGtVqvTf5uenkZdXR3i4+NRVFTkNqMWK1fMkfiIrecBvnpDXb16tSC+HWFhYVixYgVWrFhhpwvq7+/ndEFE0+HJwzwyMoK2tjbJed+EAChmWRTTNEDTGBoaQnt7O7LWrsVkaipaKAqdMhlXoeilKC5vzBFamQxaAE0uPo9iWcTgVPUidv5/x7IsYpx8PZxlEQIgFKdCMEPnzzeEZaEdGsJQZydKPNB2sDhF9EwATBQFE05pacwAjPP/30RRmAagoyjoAExRFPe/dRR16v/P/+/FroO7SGUY5LEsclgWuTyis4Jl4e93476+PvT29vqFTPBjIvLy8hbYCRDzzYSEBMTFxdmtaz09PRgYGEB5eblkJwtJ9Mjw8LDXLtwKhQLJyclITk5ekCfW1taGyMhIjgR523omXldkKMebVtRS5omtra1c90QKuYL+wJnxW86DRFb44l7sDIs5Qo+OjqK5uRkrV670uMQvdJq6s2OKTXrIG9XAwIBonjKL+QU1Nze7rQsii+Dg4KAob9JCgX89y8rKTjnJMgyqAYD/dwUwDqBvXofSS/6bojAMYHwJHRFLUZjCKULR68sJr14NrF4NuZskgQXc0jcJiUibDTFGI1YplVgtlyOHYZBqMCB6YgLBIyMw63SCTIn5Asd8sECQCUc7AWK+2d7eDrPZzOle5ubmMD4+7lbbKFAgsTjEOFMI/xp38sQICXJ3ko6c59jYGMrLywXR3zhWgzo6OvDLX/4SGzZsOGPaXMAyJz6eLkBk4/PWvXgxOCMUnZ2dGBgYQElJiVeTDGK3usQWMRNN0/T0NCorK/1ijuXML0ij0XB+Qc50QeSNZ2pqym/n6Q0YhkFbWxsmJyeXPE8KQApOGSZuAOxIEXBKVD0BYJhl0anXo9tgQJ/ViongYOgjI6ELC8OsUolpmQw6wG190WKgKQrC11kXRyivOpXkpJWXwrJIYRjMnDyJWbUaZWVliJDLAfK8BQcDaWlAWprTSUN/GCcSEEGrWq12avQYCJBQ0Pj4eDtjwN7eXpjNZoSFhWF8fBw0TQfMM2gx8ElPRUWFaNfT1zwxQnbFPM+enh5cffXVuP766/Hwww9L6u8kNpY18fEUZJES2vWS35Yi5mx6vR4bNmzweiMVs+LD7/OKQXrMZjMaGhoAANXV1QGJn+DrglauXMnpgoihW0REBOLj4zlfk6qqqoBmQbkCuafMZjMqKyt9FnPLACQCSKQolERGAvOp8jMzM9AMDUGj0WBubg4xMTGIT0xEaFISTGFhmMJ8e4nXYjLhqxaUkWUxqtPBwLIIi42FWS4/1aKCe+SJBRA03y4LxikCE4xTbbSQ+ZYaaaNFwb7lFjNPdmLnv8cVSO6WwY3cLccNzB/Gifzz5LtbS9GbiaIohIeHY3BwEBRFobq6mnvWVCoVAP97Bi0G8kI6NjYmKulxxGJ5YsSg1FmeWE9PD9eGE+M8+/v7ceWVV+Lqq6/Gww8/fEbpe4BlPtVF07RHaessy+LAgQM4//zzBR3bGx0dRV9fH4qLi1FXV4fg4GAUFxf7tOFPTk6isbERF154oWDnWVdXh5iYGE5nI4aImUxExcTEYM2aNZIsn1osFoyMjKCnpwc0TSMkJMRrXZDYMJvNqK+vh3I+adtfPXij0cj54UxOTiIsLIy7Rs7e4okLOQCUlJRI1kuIn7tVVlbm9TMqlnEiAcMwnIdUeXm5ZEk5y7JcxdRReMv3DNJqtZibmxPdM8jVeXZ0dPiklRED/DwxrVYLi8WCkJAQmM1m0SwAhoeHsWXLFmzatAlPP/20pNY7f2FZEx+GYRYVFS+GDz/8EBs2bBC0/6xWq9HW1gabzYbU1FQUFBT4fDNNT0+jtrYWF198sSDnyLIsGhoaYDAYkJGRgaSkJME3JzLdEKiJKHcxPT2N+vp6pKamIi8vj9MrBMIvyBUCOVbPB5leIUSIoijuGsXHx8NqtdolgkuR7AL2uVtCuEbzwW+JTUxM+NQSI+TMarWitLRUcoG9BAzDoKWlBbOzsygrK1uyEim2Z9Bi4PvfCKWVEQMsy+LkyZMYGRlBeHg49Ho9lyeWOO/N5es1Ghsbw2WXXYaamho8++yzkn1WxcYZR3wOHz4sePBcW1sb+vv7UVRUJFja8OzsLL744gtccsklPh+LiJgNBgPGxsag0Wig1+sRExPDxUP4WkYfHBxER0cH1qxZ4/ccHk8wPj6OlpYWrFy5ckHECF8XpFarRfcLcgVipJeZmYm8vDzJkEjyFk+IotFo5ISda9eulWQ7BjhlKeEvcuaNcSIBv3JWWloq2SkbUpEyGAwoLy/3mJwJ7Rm0GAiZ0Gq1S/rfBBqOJor8PDGtVgsA3DWKj4/3+Bqp1WpcccUVKC4uxj//+U/J3lv+wBlHfD755BMUFRUJUkIk0QsjIyOgKAqbNm3y+ZgEBoMBn376KS699FKfNr3FJrdMJhO3wU9NTXntheNLlpU/wU8tX7t2rVvGb0SroNFooNPpBPULcgVCzlavXo2MjAxRPkMI6HQ61NXVITo6miNEgZ6Acoa5uTnU1dV5lbvlKzxpiVksFtTV1SEoKAjFxcWSfRunaZrTnPnSLiTgewZptVrMzs565Bnk6rhkIMAd/5tAoq+vD319fYtOw/HzxLRaLfR6PaKiojgyvdQ1mpiYwJVXXolVq1bh5Zdflmwr2l9Y1sSHZVlYLBaPfuY///kPVq5c6XNQnsVigUqlgtVqxerVq9HQ0IDNmzf7dEw+zGYzDh8+jEsvvdSrhdoTJ2ar1QqtVgu1Ws2V6UklyFUJ2mazoampCUajESUlJZItITMMw03GlJSUeJW47KyVIYYuqL+/H93d3Vi3bp0kc40ISGQCPyfKX9fIE8zMzHBtTVe5W/7CYi2x6Oho9Pb2CppjJgZomoZKpQJN0ygtLRVlA+V7Bk1MTLj0DFoMy4n0kBcyT6wKSJYY0eC5yhObmprC1VdfjYyMDOzdu1eyrVN/4owjPseOHUNmZqZPBnUkdygqKgrr1q2DxWIRpDrDh81mw8GDB7Fp0yaPFxfi0ElG1z0RMTtmZLEsi4SEBCQlJdk9UEajESqVCkFBQVi/fr1k3yD45Eyo1HKapjE1NcVFaPB1QfHx8V5dCyK+HB0dRWlpqVfkzF8g+UtFRUWLvkCQa0TuI5vNhvj4eG4D88fiS9qFOTk5yM7OFv3zPAVpiY2NjWFsbAwA7PRlUhM022w21NfXg6IowTVSi4HvGaTVau08gxZrP/MF1xUVFX5tUXsKb0iPIxzzxPR6Pf785z/j/PPPxyWXXIK77roL8fHx2L9/v+TuqUDhjCM+J06cQHJystdaHLVazeUOrVy5EhRF+VydcQaGYfDBBx/gwgsv9OjBdYyf8OV8SHmVtMRMJhPi4+MRERGBoaEhLnBSqm+nJpMJKpUKSqVSNHLG1wWRMfDY2FiuYubO3454Hs3MzKCsrEyylTOWZTkdQnFxsdv5S/xWBlmYo6OjuWqQGNM9Go0GTU1NyM/PD0hUhrvQ6/Woq6tDUlIS0tPTRZsS8xVEGK5QKALWhiOeQaTSodPpEB4ezhFF8rJA/MPKy8slTXoGBgbQ3d3tVnajJ1Cr1Xj66afx4YcfQqVSITg4GLfccgu2bduGc88992zFB8uc+ACnyqKegIxak+Rld0EWfdKGSOFl+vhSnXGFAwcO4LzzznN7IxTTiZksOr29vdzbKV8cLbXNenZ2FvX19YiPj/errsNTXRARs7Isi5KSEskuSkTLNT4+jrKyMp+mIom+TKPRYHJyEqGhoXaj8r7+rUZGRnDy5EmXFSkpYGZmBnV1dcjMzFwwBSnklJivINqj4OBgrF+/XjLaIyL+JdcI+MpF358+Pd5gcHAQXV1dgpMegrm5OezYsQMsy+LWW2/FoUOH8O6770Kv1+PSSy/Fr3/9a6xdu1bwz10uOONk3d5kYNE0jebmZkxNTaG6unpBSZJvjCgk8fHExNAfmVtksyopKUFkZCT3/zs7O7k3r6SkJERGRgb07XRiYgKNjY1YsWIFcnJy/HounuSIEY8eqY+Bk/tfr9ejqqrK53ZhSEgIMjMzkZmZyU33aDQazvSS3zb0tJ1CNFJSTwRfqg3naJxI2j1tbW2wWCx2bUMx2xdms9luGk5K1V2lUomUlBSkpKTAZrOhoaEBs7OzUCqVOHr0aMA8g5bC0NAQurq6RGtpG41GfOtb3wJN03j//fcRGRmJ66+/HgzDQKVS4Z133pG05skfWPYVH4vFAk9+hdbWVsjlcuTn57v1/WQMViaTobS0dNFF5oMPPsA555wj6AN26NAhlJeXu3w4iIhZzPgJ4iA7OTmJ0tLSBW/7NpvNThwtl8u5SpC/Ra0kwFNqY/WOuiDSjoyJiZG0RspqtaKhoYETs4pZkeK3VjUajUd2Avw8K6lrpLRaLRobG72a2hPbOJEPk8mE2tpaREdHB9RHaikQJ269Xs+ZPQbKM2gpDA0NoaOjQ7SgWZPJhOuuuw46nQ4ffPCBpJ+DQOKMIz7t7e2gaRpr1qxZ8nt1Oh3q6+uRkJCAoqIilw/LRx99hMrKSkEDBD/++GOsW7du0TdXX0TM7sJisaChoQEMw6CkpGTJt0vydsrf4PniaLEEkSSDZ2hoyCP9SSBANr6oqChYLBYYDAaPdUH+AHnbJ07k/q5IET2HY9swMTHRrqpIJni0Wi3Ky8sl9XbviPHxcTQ3NwtGzMVqiRmNRtTW1nIWAIGehlsMhPQQh2tnxNxfnkFLgQwFlJaWngoYFhgWiwXf+c53MDIygoMHD0p6DQw0zjji09XVBYPBgPXr17v8vpGREbS0tGDVqlVYsWLFkg/+kSNHUFxcLOgN/emnn6KgoMDpWLOQIubFMDc3h/r6em7E1tNF1JkhICnRJyYmClai54uDS0tLJb3xjYyMoK2tzW7jC5RfkCsQ75tAu0YTEMsFMt3DH98dHR2FXq9HWVmZpEv4RHskllUBvyWm0Wi8bokZDAbU1tYiMTER+fn5kiY9npooiuUZtBTI316sFqzVasXOnTvR3d2NQ4cOISEhQfDPOJ2w7ImP1Wr1KMW8r68PU1NTKC0tdfrvZKx4cHAQxcXFbi9Qn376KQoLCwW94T7//HPk5ubaCanJOYqt55mcnERDQwMyMjK46TVfQVKcNRoNpqenERUVxVU5vCUrpCK1HMTBZCJq/fr1ixpoWq1W7hoFyguHRHqkp6cL9rcXEmSDHx8fx+joKPcGn5ycjMTEREneAwMDA+jq6vKb9sjblpher0dtba1kfI8WA8MwaGxshMlk8slEUQjPoKUgNumx2Wy45ZZb0NzcjCNHjrhlznqm44wjPoODg1xQnSOIQI6UTT3ZjD///HPk5eUJOkXizHOIX+kRo7UFfKWTKSgoEG0U2Gw2O53sSUpKQlRUlFu/l8FgQH19PSIiIryqSPkLxOFbq9U61UgtBmd+QfHx8VzbUAxdEGnD5eXlYcWKFYIfXygQA1GZTIaVK1dyAmnyBs8flQ/k5s2yLOfKK9YEjztwpyU2OzuL2tpap1NmUgLDMGhoaIDZbEZ5eblgz4E3nkFLYXR0FG1tbaIFjtI0jVtvvRXHjx/HkSNHJKVrlDLOOOIzMjKCwcFBVFdX232dlPZDQ0NRXFzs8cMkhDGiI44fP46UlBTOc4joecSq9LAsi87OToyMjGD9+vV+6xHzQzA1Gg1kMhlHguLi4pxWOXQ6HVQqFdLS0iT9Zkrs/Y1Go1tBjothMb8gssEL0eIhbbiioqIFVUYpgQwchIeHLyC8joQ6ODiYu0b+FrUS3dnIyIjPFgBCwllLLCoqCrOzs8jMzMSqVasCfYqLgjxPFosFZWVlog0FuOMZtNSaMzY2htbWVtFID8MwuP322/Hpp5/i8OHDguVEnglY9sTHZrN5NJ6uVqvR2dmJc845h/vaxMQEVCoV0tPTve5p+2qM6AwkX2jFihWii5hpmkZTUxPm5uZQUlISMJ0MwzDQ6XRclcNqtdq52SqVSm5B4cclSBEWiwX19fWQy+VekWlXWEwX5Cj8dRd9fX3o6ekRbZEWCvzcrTVr1rj8PWma5kIehXLYdhf8cMyysjLJ6s5YluWqEkFBQTCbzZIyTuSDpNbbbDbR4jIWgzPPIHIvxcXFLTgXkre3fv16UfQ2DMNg165d+OCDD3D48GFJOpNLGWcc8ZmYmEBLSwvOP/98sCyLgYEBdHR0oLCw0KdAyPr6esTGxgp6AzY0NCAiIgIrVqwQVcRMHI6JK6tURqv5QkS1Wo25uTmEhITAZDKhsLBQ0o68RBhOUsvFrDQ4y1pzVxdENG1jY2MoLS0VdCpRaBDDP2+0R/6omBEwDGPnxC1lwfXk5CRUKhX3ErFYS0xIzYs3CCTpcQQJ5CXVIHIvkeuk1+vR3NyM9evXiyZiv+eee7B//34cOXIEeXl5gn/G6Y4zjviQEfULLrgAra2tUKvVgowXNjY2Ijw8XNCbsKmpCcHBwcjOzhZNxDwzMwOVSuV3h2NPQcZWtVotwsLCoNfrERkZaSeOlsqbKWnDBUIcTPKfyAZP0/SiuiCyQU9PT0s6KgP4SmwvVO6W0WjkrtHU1BTXxkhMTHRbY+YMpHJKWptSzkYieq6CggKnLXqhpsR8BT8YtayszC8ZYZ6A7xk0OTkJlmWRmJiIrKwswdurDMPgV7/6FV566SUcPnzYbT+6s7DHsic+NE3DZrO5/f2zs7M4evQooqOjOVM2Id7IWlpaoFQqsXr1ap+PBXxlyNbT08P54JBWj1AgCdtkM5EKcXCEzWZDY2MjzGYzSktLERISwr2ZkipHcHAwkpKSkJSU5Fb/XSyQa7py5UpkZWUF5BwIXFU54uLi0NHRAYvF4tKYUwog11Ss3C1+G0Or1UImk9m1xNytcvgjuVwoqNVqNDU1ua3n8qdxIh/kmjIMg9LSUsmRHj7UajXnGE+mM4X0DGJZFg888AD+/ve/49ChQygqKhLw7M8snHHER61Wo66uDikpKYLGBJw8eRIsy6KwsNDnYxE9D03TnJaDtHqEMLpjWZZLBZZ6npHJZEJ9fT2XE+Rs4SNaDrLBUxTFkUV/lucHBwfR2dmJtWvXSnKklH8v6XQ6yOVyZGZmIjk5OeAxI4uBjAL765oSjRm5l8hkz1LeUyTEUyaT+S253FsQE8V169Z5fU390RKjaRr19fUAIPlrqtFo0NjYaHdNhfQMYlkWf/rTn/D444/j0KFDS/rQnYVrnFHEZ3x8HI2NjaBpGps3bxb0Qers7ITZbPYp+I3ET5DWnaOImb9xeeuDQ0arSeaWlC3NSdBoQkICCgoK3CoZO25c/PJ8YmKiaAntXV1dGB4eRklJiShW9ELBYDCgrq6OE0MT/5JA+AUtBULOA+XETSZ7yL20WJXDYrGgtrYWISEhkgrxdAYiZBbSRFGMlpjNZkN9fT0oikJpaamkrykhPWvXrnX5EumtZxDLsnjkkUfw0EMP4cMPP0R5eblYv8oZg2VPfBiGgdVqdfk9pG3U29uLtWvXoqGhARdffLGgRmc9PT2YnZ1FcXGxVz/vqROzxWLhJp8mJiYQFhbGtXoWe3u3Wq1obGyE1WpFSUmJZKIRnIHoD3xpw5HyPCGLer1ecEErXycjddfomZkZ1NfXIyUlBatXr+au6WK6IP4knT8h1dwti8ViZy4ZFBSEuLg4TExMICYmRnQRu68gOVFiTu4J0RIjpIdUz6RMesg6tWbNGo8sIFx5BiUkJHBrE8uyePLJJ/HAAw/gwIEDC2xYzsI7nPbEh4gNdTodysvLERERgQMHDuD8888XVMzZ19eHyclJlJWVefyzJHOLpmmvRMz8kFCtVsu9vSclJXHiOmL2R1KWpVw2HhwcREdHh+B+Mo6CVl+jIfhEUuo6GSIOzs7Odkkk/Tn9tNjnt7W1YWJiQtJj4DRNY3R0FB0dHZyZqKPtgpQwMDDApdaLkRO1GDxtiZGWIZkwlTLpmZiYQENDg8ekxxGOnkH//ve/cfDgQVx00UWIjY3F008/jffee8/OguUsfMNpTXyMRiPno8JPlj548CCqq6sFNRQbGhrC6OgoKisrPfo5oeMnyNs7qQaxLIuoqCjodDqkpqaioKBAkloOwN5AUejcM0c4GwEnbUN3JjHc0R5JBWNjY2hpaUFhYaHHBpuELBJdkK9+Qa5Aspfm5uZ8Mnv0B/jRDitXruQqixqNBnq9HjExMdx1CvS0XF9fH3p7ewPqHA0s3RKTyWTLjvQUFhYK7pas0Wiwf/9+7NmzB19++SXCwsKwbds2XHXVVbj00kslUwFdzjhtic/U1BTq6+uRlJS0IGTx8OHDKC0tFVSLMTIygoGBAWzYsMHtn/GHEzNp8SmVSrukdKm9ldI0jebmZszOzvq9ZUTTtF2rh2VZu0R5xwVYr9ejrq5O8hYAwFcZUUJoOhyDQoXUBZG4GOLTIsW8LQKSZZaVlYWcnJwFz63jeHNYWBh3nfw5cUjy4QYGBlBWViYpjyZH/dT09DRkMhlCQkJQVFQU0MnMpUC8jxazAfAVLMvipZdewk9+8hO89tprCAsLw9tvv423334b7e3tuOiii/Dee+9JmhhKHcue+LAsC4vFYve1oaEhtLW1YfXq1cjKylrwAH3yySdYs2aNoI6azhyhXZ2zKxGzECCkZ3BwkIuf0Ov1XCWI6F18nRATAiR3CUDAg0ZZlsX09DTUajXUajXMZrOdOFqv16OhoQFZWVmSzjPiC67F0MkIqQsiDtfkTV/K1TPSMszLy3PLroAfx6LVagGAu5fi4uJE+135cRmkxS9VWK1WHD9+HBRFITQ0FJOTk6KEhQoBsUkPAOzduxc//OEPsWfPHlx++eV2/9bb24sTJ07gG9/4hlfH/uSTT/CnP/0JtbW1GB0dxeuvv47t27e7/JkjR47gjjvuQEtLCzIzM/GLX/wCO3futPueJ554An/6058wNjaG4uJiPPbYY6iqqvLqHP0B6a4wXoBhGLS3t3PZOIsJ+BQKhUemh+5AJpO5dUxHEbNY8RPEObayspJb9CIjIxEZGYm8vDwYjUao1WqMjY2hvb2dC3ZMSkrya7WF73BcVFQU8AWOoijExMQgJiYGq1at4t5Kh4aG0NraCgBITk5GamqqZEkPwzBoa2vD5OQkKisrRfl7Eq8bMnFHdEF9fX1oaWlxWxfEz91at26dpKtnGo0GTU1NHvkJKRQKJCcnIzk5mXP81Wg06OzshMlksrtOQr18EDduEsYsVZ0UcIr01tXVISwsDOvXr4dMJrNriZ08eTJgxomOmJqagkqlQn5+vmik54033sCtt96Kl156aQHpAYCcnBzk5OR4ffy5uTkUFxfj5ptvxte+9rUlv7+3txdXXnklfvCDH+Df//43PvroI9xyyy1ITU3Fli1bAACvvPIK7rjjDjz11FOorq7G7t27sWXLFrS3t0vS1gM4jSo+VqsVDQ0NMBqNKC8vd9lXFyNQlDwUF110kctzFVLP4wxms5lLrS4uLnarekKmVYjehUyI+epiuxSmpqbQ0NAQEIdjT0B8j7q7u5GWlgaj0YjJyUnO7dfVJJ2/QUIcTSYTZ/bobywmInfUBZHcLdIylML1WwxEJ7XUyLIncGz1CKGf4ovDl1oHAw1iA0AGLpyRXnctBcSGTqdDXV0dVq9e7VO0kSu888472LlzJ1544QXs2LFDlM/gg6KoJSs+//d//4d33nkHzc3N3NeuvfZa6HQ6vP/++wCA6upqVFZW4vHHHwdw6sUrMzMTt99+O+6++25RfwdvsewrPhRFcZqL8PBw1NTULFk+lsvlHpkeuoOlqkj+ID2zs7NQqVSIjY1doGtyhaCgIKSnpyM9PZ0rzROjR1Jy5k+ICYHR0VG0trYiPz9ftIVECLAsi/b2doyPj6OyspLTSRC3X7VajRMnTkjCB4e0DCmKQkVFRcA0XKGhocjKykJWVpadLqi/v5+7n8LDw9Hd3Y2MjAxJk14AGB4eRnt7O4qLiwVtj4eHhyM8PBzZ2dl200/860RaYu7cTyzLorW1FVNTU6isrJS0OJyQnvDwcJc2ABRFISIiAhEREcjJybG7Tn19fX5piZGYo1WrVom2Vn344YfYuXMnnnnmGb+QHndx9OhRbN682e5rW7ZswU9+8hMAX/0d77nnHu7fZTIZNm/ejKNHj/rzVD3Csic+FosFx44dQ0ZGhp03iSvI7lTmNgAAi6VJREFU5XK/trrEFjEDX5Xhs7OznQou3YVjaZ5MiDU1NS0p+nUHRHDZ398v+EYiNIjgWq/Xo6qqyq5lo1QqkZKSgpSUFDu9S3NzM5cCTq6TPzQrZIKRbCSBbhkSKJVKpKamIjU1lbtOQ0NDGBoagkwmg9FoxNjYmOTE9gTERLGkpERUE8WgoCCkpaUhLS3NrtXT1tYGq9Vq1+pxVsUlWXZ6vR6VlZWStlYwm82ora1FRESEx95Hi10nfkuM2AoIcQ2IkH3lypXIzMz0+XjOcPjwYXz729/GX/7yF1x77bWifIa3GBsbW1DhTE5OxszMDIxGI6ampkDTtNPvOXnypD9P1SMse+ITFBSEDRs2eNTHFkPjI5fLOT8e8iA7ipjFIj1kcsdXPwlH8HUcfNFvR0cHzGYzt8C464hMtCcTExOoqKgQ1E5AaPCrJ1VVVS5/P2d6F7Vaje7ubjQ3N7sVeeALSMUzMTFR0nYFRL8xOTmJwsJCREZGeqUL8gdYlkVPTw8GBwf9PgYuk8kQHx+P+Ph45Ofnc0MJg4ODaG1tRXR0tN2oPMuyaGpqgsFgQEVFhaQn4gjpiYyMRFFRkU+VUcfrRFpiJObE15bY9PQ06urqkJeXJxrp+fTTT3Httddi9+7d+O53vyvZZ/d0w7InPgAQEREBT6RKYlR8yBs2IT6EBDEMA0AcETPDMJyIsaysTNSoBGeiX7VajYGBAbS2ti45IcY3+6uqqpJ0Gd5oNHKxDp5WTyiKQnR0NKKjo+3E0WQx9iZmxBWItkzqU2aA89yt6OhorFy50k4X1NHRgfDwcO46+Vs/RcTBY2NjqKioCOhEFEVRdkMJJpOJa/V0d3cjODgYLMtCJpMtG9JDBhmE/JsK3RKbmZlBXV0dcnNzRQsb/uKLL/DNb34Tv//97/G9731Pks9uSkoKxsfH7b42Pj6OqKgohIaGQi6XQy6XO/0eIV/ChcZpQXw8hZjEx2azccdnGAYURYmi97BarWhqaoLJZFrQhhEb/EUmNzeXmxAbHx9He3s7IiMjufiM8PBwrg0TEhKCiooKSY8rT09PQ6VSLYh18BZ8HYfZbOY2966uLs7fJSkpySsROUktF1NwKRSIid5iLSN3dEFJSUmi66f44uDKykrJiYNDQkKQkZGBjIwMTl9hNptB0zQ+//xzrsLhrxaruzCZTKitrUV0dLTgpMcZfGmJzczMoLa2Fjk5OVixYoUo53fixAl87Wtfw29+8xv88Ic/lCTpAYCamhq8++67dl/78MMPUVNTA+DUdS4vL8dHH33EiaQZhsFHH32E2267zd+n6zaW/VQXcIoEkMqKO+ju7sbc3JzgCbcHDhzAueeei+DgYFH1PHwiITXXYP6E2OTkJIKCgmCxWJCQkCAp7YkzkNydvLw80RY8Ar6IXKvVQi6XeyRmJblLUk2CJ+D7CXljoufoF2Sz2USLhuDrZKTuHM0P8SR5VmRUXqPRwGAwSKZ1aDKZcOLECW7oIpCbvKspMaI3rKur46JdxIBKpcKVV16Jn/3sZ7jzzjv9ej30ej26uroAAKWlpXj44Ydx0UUXIS4uDllZWbjnnnswPDyMF154AQC4fMv/+Z//wc0334xDhw7hRz/6Ed555x27cfYbb7wRTz/9NKqqqrB79268+uqrOHnypGATkELjjCQ+fX19mJqaQmlpqaDncfDgQZSXlyM8PFw00qPT6dDQ0IDk5GSsXr1a0r4nZAQ4PDwcBoMBCoWCa19IJQGcgEzuCK2Tcgf8N1K1Ws2ZARJxNH9zJ9qTgYEBv+cueQqhc7dYlsXs7CxnwilkjhixATCbzSgrK5N0y8hqtaKurg5KpXLRaAeDwcBt7jqdjrNeENuiwhGE9MTFxUnSsoDfEtNqtWAYBlFRUcjNzRVlSqy5uRlXXHEFfvKTn+DnP/+536/HkSNHnFqu3HjjjXjuueewc+dO9PX14ciRI3Y/89Of/hStra3IyMjAL3/5ywUGho8//jhnYFhSUoJHH31U0oGqZyTxGRwc5My9hAARMR89ehQ2mw1JSUlITk4WfIEZGxtDa2srVq5cKVrfWSgQwXVRUdGCCTGNRgOGYbj2hbcTYkKATySKi4tFndxx93wcN3e+OLq3txcajQZlZWWSduP1R+6Wo1+Qt7ogm80GlUoFhmFQWloqyekyAmL4R6q97rw88FuHExMTkMlkdtVFsZ49o9GI2tpayZIePvR6PY4fP47ExEQoFAq7LDGhpsTa2tpw+eWX4wc/+AHuu+8+SV+P0x2nBfGx2WweaXa8ydVaDHwRs2Pmk1wu57QuvnjgkM25v79fkMwlMUGEoaOjoygpKXEquF4sFoJsWv7aePgOx6WlpZIkEuTNfXx8nMszIuab4eHhklw8A5G75Zgj5q4uiFRPFAoF1zKSKnwZAydYKihUqKlDo9GIEydOcJOOUrxPCUjgbEZGBvLy8gAs3RLzVHDf0dGByy+/HDfccAMefPBBSVW7z0SckcTHk1wtV3CMn+DfzM5S0vkVDndvfJqm0draCp1Oh5KSEkmPgPN9b0pLS90ShpIFhpAgf2WI2Ww2rrURKIdjd2G1WqFSqUDTNNLS0jA5OYmJiQmEhIRw95RUQh2lkLvlri7IbDajrq4OoaGhbldPAgW+ONgTc1JXcLa5k+gaMnXozT1lMBhQW1uLxMRE5OfnS+K+XAxzc3M4ceIE5x6/GPgtsYmJCY+mxHp6enDZZZfh61//Oh5++GFJ32dnCs5I4jMxMYGWlhacf/75Xn+mJ07MLMtCp9Nxm7vVarVLSV9sc7BYLGhoaADDMCgpKZG8KZmnURnOQNoXarUaOp1uwYSYUOdaX1/PaSSkJA53hMlkshOykwWWpmk7cTRFUX5pXyx1rlLL3SKtQ3JPEV1QTEwMhoeHERcXJxiREAv+ahmZzWa7zT04OJi7p9ytWBPSk5SUJMhUpJjgk568vDy3z3Wxqpmzllh/fz8uu+wyXHnllXj88cclfZ+dSTgtiA9N0x5FUBALcle5Wq7Ar/R46s/D13Co1WoYjUbExcUhOTnZzpVVr9dDpVJJJrzTFfR6Perr6xETE+OzKRkfjhNiISEhHAnyVj9F8qE8jfUIBMi5kg1vsXNlGAY6nY67VsTplxBrf7QOl0vultFoxPDwMPr7+8EwDJePJaW8NT7m5uY4IuHP6olj255hGLuWmLN7ipxrSkoKVq1aJblryQc519TUVJ8iUxyrZn19ffj973+PTZs24fzzz8fdd9+NzZs34+mnn5b0WnOm4YwkPrOzs/jiiy9wySWXePQ5RMQsZPwEv80zOzuL2NhYhIeHY2RkBFlZWR69iQQCk5OTaGhoQGZmpqjn6mz829MJMRKKSnr5Ur6uxCrf03NlWZZz+tVoNFzrkGzuYrT0iNmb1MNmgVPPfl1dHdLS0rBixQpMTEws0AV5ko8lJoj2JC0tLaDXlWVZzMzMcJv73NwcYmJi7NyjSfUk0OfqDgwGA06cOCEKQZuYmMBLL72Ed955B8eOHYNcLsd3v/tdbN26FRdddFHAHcnP4hTOSOJjNBrx8ccfY8uWLR5tKGI7MRuNRnR0dECtVgM45WpLKhxSM1IDTonE29raUFBQgPT0dL99Lik1E8LozoTY+Pg4WlpaloXZH8ldE2J6z7F1GBERwRFGIZKtCfHNyckRzfdEKJBKL8mz44N/T4ntF+QOZmdnUVtbi8zMTMk5cjtO04WEhMBsNiMpKUnQiq8Y8EcrTq1W44orrsC6detw00034d1338Vbb70FtVqNzZs347e//a3gHnJn4RlOC+LDMAysVqvb32+xWHDo0CFccsklbrWQXImYhQJ/Gqq4uBjh4eHcxj45OcmN6iYlJQmyYfl6rmQEfP369YiPjw/ouRDjNrVaDZPJtGBCjIzWS30iDviKTBYVFQnuJ2S1WrkNS6vVchoOIo729L4mztEFBQVIS0sT9FyFxsTEBBoaGrBq1aolc5cW0wX5ywyQZEQ5I2hSg06n48brzWYzl1tH3KOl1KInk2Zikp6JiQlceeWVWL16NV566SWOMLMsi5aWFrz99tv45je/idzcXK8/44knnuA8c4qLi/HYY4+hqqrK6fdeeOGF+Pjjjxd8/YorrsA777wDANi5cyeef/55u3/fsmUL3n//fa/PUeo4I4kPTdP48MMPcdFFFy0pGPZExOwtbDYbFzLobBqKjOqSNk9wcDBHgvw9zcMwDFpbWzkDSCmNgDubEAsODobFYsH69eslTXpYlkVfXx/6+vr84idENBykwgHALu5gqQ2LGD5K3Tka8J2gOfMLEssMkGSv5eXlSd6rS6/X48SJE1xVigxxkGtlNps5D6qEhISATk4S0iPmpNnU1BSuvvpqZGZmYs+ePaLYOLzyyiu44YYb8NRTT6G6uhq7d+/Gnj170N7e7vQ5nJychMVi4f7/xMQEiouL8cwzz3AmhDt37sT4+Dj+8Y9/cN8XHBwsaXNUX3FGEh+WZfHBBx/gvPPOc9lC8gfpIVM7QUFBWL9+/ZIldf40j5BeQe7AarXa+bNIecqMYRg0NDRgenoaoaGhmJ2d5SbESJtHKuCHYpaWlnoc6yDE5/PF0XxfJb7gnoDkbknB8HEpjI6OorW1FevWrROEoDmaAXoaNeIKk5OTUKlUy6Idy2/FEe8bPshLCLlW09PTPqelewviHh0fHy+ap9D09DS2bt2KhIQE7N+/X7S1sbq6GpWVlXj88ccBnFrnMjMzcfvtt+Puu+9e8ud3796Ne++9F6Ojo9yU7M6dO6HT6bB//35RzlmKOC2ID8uydqzWHRw8eBDV1dWL+uIQPY+YpIcEYiYmJqKgoMDjRdNR68L3ChJ6pJnkg4WGhmLdunWSHgEnBI2mac5Aj/hwqNVqzgPH1wkxIUDyoWZmZlBWVhZwLRe/aqbRaDA7O2snZB0eHvY6d8vfIHlmxcXForRjhdQFkZy45dA2JKQnKyvL7ZaNow+OUqnk7ikx42v8EZkxOzuLa665BmFhYXjrrbdEa4VaLBaEhYVh7969XCAocCpuQqfT4Y033ljyGOvWrUNNTQ3++te/cl/buXMn9u/fj6CgIMTGxuLiiy/G/fffH1AJg9g4Y4nP4cOHnWYdkckt4gskhogZ+Epsm5ubixUrVvj8GUTrMj4+7pFXkDsgBC05OVnyhmR8gsb3veFjsYBQf6R/O56Hvx2OPYXJZLKzFKAoCunp6UhPT5fk+DcBPw3eHyV7Z7qgmJgYrsLoajNUq9VoamoSRdclNMgE34oVK7zWH9E0beeDQwgj+Y9QzwExfYyNjRWN9MzNzWHHjh2QyWR45513BPMac4aRkRGkp6fj888/59LRAeCuu+7Cxx9/jGPHjrn8+S+//BLV1dU4duyYnSbo5ZdfRlhYGHJyctDd3Y2f/exniIiIwNGjRyWl0RISZyzx+eSTT7BmzRoukZccxx8iZrIoi6WPICPNhAQRryCyCHuysBB9BNEcSHWjA74aVSaeJ+78/RabECNv7WI9+MREkbQ4pVxBI7lber0emZmZ0Ol00Gq13Fu7P9qs7oJlWXR3d2NoaCigVSl3dUEkyFeoVpyYIKJrISf4+ISR2C9ER0fbuUd7A7PZjBMnTiAmJka0RHij0YhvfOMbsFgseO+990R31feV+Pz3f/83jh49isbGRpff19PTg7y8PBw8eBCbNm0S5NylBumutiJDoVDYuT0L7c/jDCQbamJiAhUVFaItyhRFITIyEpGRkVi5ciXXuhgaGkJbWxv3JurK14VlWQwMDKC7u3tZCFgnJibQ2NiI7OxsZGdnu/33k8lkiI+P5/r/MzMzUKvV6OrqQnNzs0uti7cwGAyoq6tDdHS05Md/+VWpyspKBAUFISsryy6SpampyY4wxsfHB4TIsSyL9vZ2qNVqVFRUBFTHFRoaiqysLGRlZdnpgurq6rgKo0wmw9DQEIqLi+1ewKQIQnpIhVooUBSFqKgoREVFIS8vj6swajQadHV1ITQ01M492p3nmmSakXgPsbSZ119/Pebm5vDBBx/4JUqIvIiNj4/bfX18fHzJSuHc3Bxefvll/OY3v1nyc3Jzc5GQkICurq7TlvicFhUf4NTN7gmOHTvGhT36Q8RssVjQ2NgIm82GkpKSgE04mEwmrrqh0+kQFRXFVYLI2xXZQMbHx1FSUoLo6OiAnKu7ICPga9asQWpqqiDHdDYh5g5hXAozMzOor69HSkqK5C393c3d4lsKaDQarsJINix/iODJS8XU1BTKy8slaxRHKoy9vb2YmpqyS0oPhF+QOyD+R/6eNCMtaWK/AMBuVN7Z/WixWHDixAnO8V6stfw73/kORkdH8eGHH/pV4F9dXY2qqio89thjAE7dT1lZWbjttttcipufe+45/OAHP8Dw8PCS2p2hoSFkZWVh//792Lp1q6DnLxWcNsTHYrHAk1+F+DlkZGSIXumZm5uDSqXiMoyk0jflR0JMTEwgPDwcCQkJ0Ol0sFgsKCsrk+wGAtiPgIvtJ+RIGIkRIMkQc+e+IV4yubm5kjf7I7lb3iSB88XRMzMzgrQuXIG04ubm5lBWVibpwFkAXCWVpMHz2zzu6oL8hUCRHkeQyUNSOTMYDHbkOiQkhCM9kZGRWLt2rShrudVqxc6dO9HT04OPPvrI75W6V155BTfeeCOefvppVFVVYffu3Xj11Vdx8uRJJCcn44YbbkB6ejoefPBBu58777zzkJ6ejpdfftnu63q9Hvfddx927NiBlJQUdHd346677sLs7CyampokPbnrC85Y4lNfX4/o6GjOzEwsEfPk5CQaGxuRlpYm6fwam82G0dFRdHV1wWazISQkBMnJyZJK/uaDYRi0t7dDo9GgtLTUr6n1i02IJSYmLnqtiJajsLBQ8lM7QuZumc1mO3F0WFgYd62EmKajaRoNDQ0cUZeiQJyP3t5e9PX1oaysbEEl1Z9+Qe5gamoK9fX1bpk++hskH0ur1UKn0yE8PBxmsxmRkZEcoRQaNpsNt9xyC1paWnD48OGAtf8ff/xxzsCwpKQEjz76KKqrqwGcMizMzs7Gc889x31/e3s7CgoK8MEHHyyIaTIajdi+fTvq6+uh0+mQlpaGSy+9FL/97W+RnJzsz1/LrzgjiQ/LsmhqaoLRaER2djZiY2NFeVCGh4dx8uRJ5OfnS96XgwSNxsbGIj8/325MVyaTcdUNf049LQaaptHY2Aij0RjwN3yaprm3UOKr5Dgh1t/fj+7ubqxfv35ZaDm8yQhzB0JP09lsNtTX1wMASktLJS0QJ27ng4ODKC8vX5Koi+kX5A4I6VkOnkIkcBQ4dU+QzLWEhATBbD1omsatt96K48eP48iRI4K11M8iMDhtiI/VauVytFyBiJhnZ2cxODgIjUbD+d8kJycLsqiwLIuuri5OuCh1kzciDCa+HPzNzptcLDFBdCdyuRzFxcWS0kQ4+rrQNI3g4GCYTCaUlJRI/j4guVtCC1idwdm14gvJlyIxFosFdXV1CAoKQnFxsWTax85A1oORkRGUl5d7LLom14qQa2JVIZYuiBgp5ufn+zWDzxtYrVbU1tZy/mIAFlwrfqq8NxVBhmFw++2349NPP8Xhw4clV/06C89xRhEfZyJm0jsmG7vNZvNpY6dpGs3NzZidnUVpaamovg5CgFSl3GnBEBEruVYWi0UwryB3QKahoqKiPNad+BukBaPT6aBUKmGxWLgF2FNLAX+ATGcFohXnLP2bb7/gqDMg+iOimZPyfcCfNCsvL/d5PXA2/k0MJpOSknzWBRHSsxyMFAnpCQkJwfr16xfcB8TWg1yr2dlZREVF2enNlqpoMgyDXbt24YMPPsDhw4clr807C/dwxhAfd5yYyQKsVqsxPj7u8cZuMpmgUqm4aoTUNjc+iN/J4OCgV1UpsqgQEjQ3N2cXDir0705aMFLXSgFfkR6z2YyysjIEBwdzC7BarebckKUiYpVa7pbBYOAqQdPT09xmlZSUBJlMZmdKJ3XS09bWhsnJSdEmzYTUBRHx/XIhPXV1dQgODnZKepzBZDJx7cPJyUkupJeMyjseg2EY3HPPPdi/fz+OHDniNJrjLJYnTnvi460TM39jHx8f50Z0k5OTudRvPmZnZ1FfX4+4uDisWbNG0gsywzBoaWmBTqcTLGiUiA3VajVmZmYEGf0mICaKK1eulHxwozutODIhRjYrbybEhILUc7ccJw8BICIiAvn5+W77ugQCJMx3enoa5eXlftGh+aILIpEZhYWFktevENJD2pzerLUk85AIpBmGQWRkJFQqFbZv3464uDjce++9ePnll3HkyBGsXr1ahN/kLAKF04b42Gw2O0NCYKETsy+TW2REd3x8HHq9nivFJyUlYXp6Gk1NTZyjqVQXY+DUoqFSqcAwDEpKSkQZV3Qc/SbhoGRj9wSDg4Po7OxEUVGR5KcMjEYjNwLubgvGmwkxIUB0J8sld2tmZga1tbWcWJWI7vkbu1R0PiR/Ta/Xo7y8PCAjwc50QXwNFZ+QLyfSY7PZUFdXB4VCgZKSEkFeMEkL/8SJE/jxj3+MoaEhrF69GgMDA3jttdcWTEKdxfLHaUt8+HoeiqIErcAYjUYuDmJ6ehoAkJaWhry8PEl7iBgMBtTX1/vVT8jxjZ2MMycnJ7tMaOZvzCUlJYiJiRH9XH0BicvwJc+MvIWKPU1HzP4mJydRVlYmeR3a1NQUVCqVXVQCwzB2ifKuNnZ/gmEYNDY2wmQySWa83pUuSC6Xo729fVnkhPFJj1iCdpZl8atf/Qpvvvkm4uLiUFtbi8LCQmzduhVbt25FRUWFpKv5Z+EeTkvi4w8nZoZhcPLkSajVaqSlpWFmZsbOCTk5OTng2g0+dDodVCoVUlNTA+YYbLPZuOqGVqtFUFAQN03Hr26QNsHU1NSy2JjJNBQJbhTi2vLf2NVqNWia5vRmvkRCEPH9cjH7I7oTV2PVzvRmsbGxXOXMX78j0XZZrVaUlZVJauKQD6ILGh4ehl6vR0hICFJTUwPmF+QOiHWBTCYTzaeHZVk88sgjeOihh/Dhhx+ivLwcOp0O77//Pt566y28++67eO6557Bt2zavP+OJJ57gPHiKi4vx2GOP2QWG8vHcc8/hpptusvsamRLln/OvfvUr/O1vf4NOp8M555yDv/zlL1i1apXX53gm4LQhPjRNw2az+YX0WK1WNDY2wmKxoKSkhCM4FouFW3wnJyc57UZycnJAN2+SBC8ljQxN01zWk0ajAUVRSEpKQlxcHAYHB7nEcqk7h5JrK+boL190r1arYTKZvAqdJblbNE2jpKREEtUIVyCTZp5GkZCN3dFlOzEx0WWV0RfYbDaoVCqwLCt5TyHA/tpSFMVVZOVyOUew/eEX5A5omkZdXZ3opOfJJ5/E7373O7z//vucISAfVqsVALwmtK+88gpuuOEGPPXUU6iursbu3buxZ88etLe3Ox0qeO655/DjH/8Y7e3t3NcoirJr+f/hD3/Agw8+iOeffx45OTn45S9/iaamJrS2tkr+pSaQOG2Ij81mg9Vq9VjE7CkMBgNUKhXnG7HYAme1Wu1aPKGhoW61eIQEy7Lo7+9HT08P1q1bh8TERNE/0xuQtsXIyAjGxsYAAMnJyUhOTg6IV5C7IPojf09D8TPE3J0Qczd3SyoYGRnByZMnfb62RENFRKxkkockygvxHBLdnJgbs5AYHx9Hc3PzgkT4xXRBREcViAoWTdN2JpVikZ5nnnkG9957L959912cc845gn8GcCpnq7KyEo8//jiAU9c7MzMTt99+u9Ocreeeew4/+clPoNPpFj3vtLQ07Nq1C3feeSeAU9OvycnJeO6553DttdeK8nucDjhtiM9TTz2FvLw8VFVVQaFQiEIsvG0XOWvxkDgIsUrLJNJBrVajtLRU8uJVvnN0eno6RxrNZrOdpYAU2gd8K4DS0tKA6o/cmRAjomuSYSSFt3hXIISyuLhY0Pw1/iSPRqMBALtEeW82Vf6E0fr165cF6WlpaVnyRUhsvyB3QNM0N4hRVlYmGul54YUXcNddd+Gtt97ChRdeKPhnAKcIeFhYGPbu3Yvt27dzX7/xxhuh0+nwxhtvLPiZ5557DrfccgvS09O5a/C73/0ORUVFAICenh7k5eWhvr4eJSUl3M9dcMEFKCkpwSOPPCLK73I6QNqvfW6CZVnU1dXhnnvuQWhoKK6++mpcc8012Lhxo2BvtqOjo2htbcXq1as9du5UKBRISUlBSkqKnYC1rq4OcrmcqwQJ9QZqs9m4SI6qqipJaY2cgWhk+M7RsbGxWLVqFafd6OvrQ0tLi900XSBaNUTbpdVqUVlZKYgVgC8ICQlBVlYWsrKy7KqMvb29CA4ORmxsLDQaDRITE7m2hpTBz7ISmlCSZy0pKcnOuLSjo4Mj2J44/FosFs412F0vmUBibGwMra2tblV/KYpCVFQUoqKikJeXB6PRyL28dXZ2ip4jxic9YlZ6XnzxRfzv//4v3njjDdFID3Bqco6m6QWTqcnJyTh58qTTn8nPz8ezzz6L9evXY3p6Gg899BA2btyIlpYWZGRk2FXHHY9J/u0snOO0qfgApxaigwcPYt++fXjjjTcgk8lw1VVX4ZprrsF5553n1UZJMnYGBgawbt06QbOWGIbhdC5qtRoURXFiX2+neIiJolKpxPr16yVRIXEFEt5ZUFCwpEaGGNsRr6Do6GjOV8lfb6BNTU0wGAySFwbTNI3BwUF0dXWBoiguv0hK2g0++LEOZWVlfg2dZVnWrn3oTnXDbDajtrbWq/T6QGB0dBRtbW2C5MVZrVY7DxyhdUFEJG6z2VBWViZaW3bPnj34n//5H+zZsweXX365KJ9BMDIygvT0dHz++eeoqanhvn7XXXfh448/xrFjx5Y8htVqRWFhIa677jr89re/xeeff45zzjkHIyMjdhq4b37zm6AoCq+88ooov8vpgNOK+PBhtVrx8ccfY+/evdi/fz8sFguuuuoqbN++HRdddJFbolmaptHS0oLp6WnBjP4WA9G5EK8gkh9GpnjcWUyIiSJJ1ZbyYszXH3mzGJtMJq66MTU15ZNXkDsgOg4AKCkpkTyhJNEDeXl5yMzMFGVCTCiwLMtV0aQwxed4b4WHh3P3VkREBEwmE2praxETE4OioiLJV9GIXkro1iEgvC6IYRi7yTix7s39+/fj+9//Pl566SVs3bpVlM/gw5tWlzN84xvfgEKhwEsvvXS21eUDTlviwwdN0/j000+xb98+vP7669Dr9bj88suxfft2bN682ekbnclkQmNjIwD4fQKGGGoRryCr1cqRoISEBKdlX61Wi6amJkFHqsUCyS8aHx8XRH9EBKzj4+OYnJzkhORJSUmIjIz0+VqQbKiwsDC/+R/5AqLjcBY9wJ8Q02g0nCO5WFEjS4FYF+h0OtFiHXwB3w1Zq9VCoVDAZrMhNjZ2WWh6xCQ9juDbCjjqghITExEWFuby5wnpsVgsotoBvP3227jpppvwwgsvYMeOHaJ8hjNUV1ejqqoKjz32GIBTv29WVhZuu+02p+JmR9A0jaKiIlxxxRV4+OGHOXHznXfeiV27dgE4ZfSZlJR0Vty8BM4I4sMHTdP44osvOBKk1WqxZcsWbNu2DVu2bEFERASOHz+OH/zgB3j44Ydx7rnnBnRxIyJDQoJMJhP3tp6YmAiFQoGhoSG0t7d7PPYbCBAfGb1ej7KyMsE3OkchuVKp5EiQNxoqIrqOj49HQUGBpKtogOe5W44TYtHR0dz1EpuEELM/o9HIZZpJGbOzszhx4gRCQkJgsVjAsqydLkhqJIjcCyUlJQGJI3FWOVtMF0TuBZJvJxbpOXDgAL773e/imWee8TsxeOWVV3DjjTfi6aefRlVVFXbv3o1XX30VJ0+eRHJyMm644Qakp6fjwQcfBAD85je/wYYNG7By5UrodDr86U9/wv79+1FbW4s1a9YAODXO/vvf/95unL2xsfHsOPsSOOOIDx8Mw6C2thZ79+7F66+/jqGhIdTU1OCLL77At7/9bTz88MOS2uiIFoGQoLm5OYSEhMBsNmP9+vWSHVcnsFgsaGhoAMuyfqmiOfMK8kTnQqb4MjIykJeXJ+kqGuB77pbjRhUREcFdL6EtGIh4leg4pN461Ov1qK2tRVpaGlauXAng1OgwuV7eeiuJhaGhIXR0dASM9DjCURdE4kaSkpIQHR2N1tZWGI1GlJeXi3YvHD58GN/61rfw5JNP4rvf/W5AnufHH3+cMzAsKSnBo48+ynkGXXjhhcjOzsZzzz0HAPjpT3+K1157DWNjY4iNjUV5eTnuv/9+lJaWcscjBoZ//etfodPpcO655+LJJ588my22BM5o4sMHwzD4+c9/jv/3//4f1qxZg5MnT+Liiy/Gtm3bcOWVVyI2NlZSGx8RAE5PTyM4OBgGg4Fzq01KSpLc2zM/x2rt2rV+fzvma6iIzoWvoXI8H41Gg6amJqxatcrjKT5/g2VZdHZ2YnR0VDDrAjIhxve/IfeWrxliVqvVzoU30BqjpTAzM4O6ujpkZWUt2kYmlTONRsMJ78n9tVSLR2gQO4DS0lLExsb69bPdgaMuyGw2Qy6XY+XKlUhOThaFNH766af4+te/jt27d+Pmm2+W1Fp+Fv7HWeKDU+2RO+64Ay+//DL279+PmpoatLa2cpWg1tZWXHDBBdi+fTuuuuoqJCQkBPTBcVY5MRqN3KY+PT3t94knV5iZmUF9fb1POVZCgq9zGR8fX+AVpFarOfM8qQej+iN3i2/BoNVqPa6c8WGxWFBXV4fg4OBloZGZnp5GXV2dXU7YUjCZTFy7dXJyksun80ckBJnkC7S/lDtgGAZNTU2YnZ1FUlISJicnPdYFuYOjR4/immuuwe9//3vceuutAV9/ziLwOEt8ANx88804duwY3n77beTk5Nj9G3mbJiRIpVLhnHPOwfbt27F161YkJyf79UGam5tDfX09Z0bnbOMwm80cCeJPPCUnJ/v97ZMkP+fm5mLFihWSW3Qc24d6vR4URSEzMxPZ2dmSq5zxEYjcLWeVM77OxVX1hkxDLRcjRRKOmpeX53XUC9Gc8Ue/CWkUMngWAAYGBtDd3b1sSA+5d8vLy7kqD2m3ajQaQUjjiRMnsHXrVtx333340Y9+JLn15ywCg7PEB+AMoaKjo11+H8uy6Ovrw759+/Daa6/hyy+/xIYNG7Bt2zZs27YN6enpoj5YU1NTaGhoQFpaGlatWuXWZzmmo5PRXJIfJub5Dg8P4+TJk8si+ZlMmo2NjSE1NRXT09Ncy8JfYl9PQLKhiMFbIDQypHJG7i9XE2IGgwG1tbWc1YLUNyB3wlE9BWnxkJaYJ6RxKRBriLKysiXXsUCDZVk0NzdjdnYWFRUVi7a2FtMFJSYmIi4ubslqoUqlwpVXXomf/exnuPPOOyV/z52F/3CW+HgJlmUxNDSE1157Da+99hr+85//oLy8nCNB2dnZgj5oxOjPG+doAjKaS1oWISEhXHSGEGPfBHzTR2+Ftv4EefucnZ21mzRzJvbl+7kECqRdRGISpKKRcaZzIb5KLS0tSElJ8SjqJVAg+q7CwkLRpiQdSaPBYLAjjZ5UGomofbmQnpaWFszMzKC8vNzt39OVX5Azp+3m5mZcfvnluOOOO/Czn/1M8vfcWfgXZ4mPAGBZFmNjY3j99dexb98+fPLJJ1i3bh1Hgtytzix2bLKwCeG6SkDTNOd9Q/LDhBCv8jUnYps+CgGr1collpeWlrp8+3QWOis0aVwKyyV3i5DGkZERzMzMICgoCBkZGaJMiAkJklrub33X3Nwct6lPT08jKiqKa4m50m2RtaG8vFzyeXwsy3KeTRUVFV63kZ35BRGj2a9//eugKAqXX345fvCDH+C+++6T7L12FoHDWeIjMFiWhVarxRtvvIF9+/bho48+Qn5+PrZt24bt27d7VObn50KVlpaKZuNPxr7Hx8eh0WjsMo08mWaz2WycF0dpaankfSTMZjMntC0uLnZbaGuz2Tixr0aj8dkryF3o9XrU1dUhMTERBQUFkl/QiUZmxYoVCA0N5SqNQk6ICQkS6+BrIryvMJvNduLokJAQrhLEv169vb3o7+9HWVnZsiI95eXlgq4NJpMJe/bswd///nfU19cjIiIChYWFePjhh1FVVSXZl4OzCBzOEh8RwbIspqam8Oabb+K1117DBx98gOzsbI4ErVu3btGHMlAkgpSUCQliWZbbpFxN8JjNZtTX1y+bjLC5uTnU1dUhNjYWa9as8XpxZBjGjgQBcOt6eYrp6WnU19cvG08h0i7Kz8+3y2BzTEj3ZUJMSBCHYyGrqkKAkGxyvYjOhVRsKyoq/Jpr5g1YluWqwBUVFaKtZT09Pbj66quxbt06RERE4N1330VYWBiuvvpqbNu2DZdeeqlk2sJnEVicJT5+xPT0NN5++2289tpreP/995GSksKRoLKyMm7R7+7uxksvvYQrrrgioBoOQtyW8r4RikT4C4REpKenY+XKlYKRiMUmnlxFjbgDIrTNy8vDihUrBDlXMTE+Po7m5uYlRe3860V0G/zr5a/7nvjeSMXsbzGQ69XZ2YmZmRk7sW9CQoIkXzZIDtvExISopKe/vx+XXXYZrrrqKjz22GOQyWSwWq345JNP8MYbb+Djjz/GiRMnfLpGTzzxBGc+WFxcjMceewxVVVVOv/dvf/sbXnjhBTQ3NwMAysvL8bvf/c7u+3fu3Innn3/e7ue2bNmC999/3+tzPAv3cJb4BAh6vR7vvfce9u3bh3fffRexsbHYunUr1qxZg1/+8pe48MIL8Y9//EMyPidEjEnGvi0WCxISEhAREYH+/n5kZGQISiLEAhmvF5tE8L2CiLNvfHw817JwdwEmJKKwsHBB7pYUQWIS1q1b55GTOIlmIdfLYDBw4tWkpCTRnJDJNNRyGAFnWRbd3d0YHh5GWVkZWJbldGdzc3OcgWliYqIk2sx80iNmDtvw8DC2bNmCzZs346mnnhLlxeuVV17BDTfcgKeeegrV1dXYvXs39uzZg/b2dqdt0W9/+9s455xzsHHjRoSEhOAPf/gDXn/9dbS0tHAV0J07d2J8fBz/+Mc/uJ8LDg6WpOnk6YazxEcCMBgM+OCDD/Doo4/ik08+QXFxMSoqKnDNNddg48aNkivPEnFhT08P1Go1KIqyyw+T4psncErD0dra6vdMM+IVRDZ1vV7v1gQPiR3wlEQECsRHRohJPiL2VavVotkKEI1MaWnpspiGIqSnvLx8wdAAMTDVaDTQ6XSIjIy0E0f7+4WE2ENoNBpUVFSIRnrGxsZw2WWXYePGjfj73/8u2otidXU1Kisr8fjjjwM4VX3LzMzE7bff7nbAaGxsLB5//HHccMMNAE4RH51Oh/3794tyzmexOKS1o56hCAsLw+joKI4dO4Z//OMfiIuLw2uvvYbvfOc7kMvluOqqq3DNNdfgvPPOkwSpoCgKU1NTmJiYQHFxMcLCwqBWqzEwMIDW1lZuUxfzTd1T9PX1oaenByUlJaKnVDuCoihEREQgIiICubm53CY1OjqKkydPOt3Ue3t70dfXJ9nYAT5YlkVvby8GBgYEG6kODw9HeHg4srOz7WwFOjs7OS8qbyfECIkYGhpCeXn5stDIdHV1YWRkBBUVFU6nvEJDQ7FixQqsWLECFouFE0f39vZyYvLExERRxff88+3o6BCd9KjValx55ZWoqKjAM888IxrpsVgsqK2txT333MN9TSaTYfPmzTh69KhbxzAYDLBarQteCI4cOcINkVx88cW4//77/b4+nYk4W/EJMBiGwf/93//hH//4B9544w2cc8453L9ZrVYcOXIE+/btw/79+2G1WnHVVVdh27ZtuOiiiwLiKkycrEdGRpy+KRsMBq6yMTMzg5iYGC46IxDld/75SnH6xWw2c5v65OQkIiIiIJPJYDAYJHm+juDnhDmrRAgNRy+q4OBgrrLhzqbu7/P1FeR8x8bGUF5e7nEkiaOYHICdmFxossA/34qKCtGc4rVaLa688krk5+fjpZdeEvWFcGRkBOnp6fj8889RU1PDff2uu+7Cxx9/jGPHji15jB/+8Ic4cOAAWlpauHXw5ZdfRlhYGHJyctDd3Y2f/exniIiIwNGjRyUjcThdcZb4BBhWqxW33347du3ahVWrVi36fTabDZ999hn27t2L/fv3Q6/X44orrsD27duxadMmv7gKE6O/mZkZlJaWLrkIm0wmLg+LeJMQw0R/nS/x9ygrK/N7XIenMJvNaGxsxMzMDABwY8xJSUmiZzx5AzKtQzQc/r6+i02IJSYmIj4+foHWg99+CcT5egpSORkfHxeERDAMg+npaa4lRjLqFjMB9OZ8u7q6MDo6KirpmZqawlVXXYWsrCzs2bNH9Kqyr8Tn97//Pf74xz/iyJEjWL9+/aLf19PTg7y8PBw8eBCbNm0S7PzPYiHOEp9lCJqm8cUXX3D5YRMTE7jsssuwbds2bNmyRZSgSneN/hYDqWyMj49zLsiEBIlxvsQOwGKxoLS0VNKZW8Cpv2lTUxNX6VEqlXaVDYVCYZfxFGgSxHe7FtqXxdvzcTUhJpfLuZFqMYW2QkFskkZ0eqTaSMJBSUvM0+vjTjtOCExPT2Pr1q1ITEzE66+/7pfn2mKxICwsDHv37sX27du5r994443Q6XR44403Fv3Zhx56CPfffz8OHjyIioqKJT8rMTER999/P/77v/97ye9lGEbyE7RSxVnis8zBMAxOnDjBkaCRkRFccskl2LZtGy6//HJBWiUmkwl1dXUIDQ0VJFGbuCCPj4/b5YcJ5eprsVhQX18PhUKB4uJiyYnDHbFU7hbDMJicnORaiIA4XkHugqZpzmOqrKxMMjouAmcTYuSalpaWLov2oT+EwXwYjUauckZeTAjRXuqZ5AuvxSQ9s7Oz2L59OyIiIvDmm2/6lbxWV1ejqqoKjz32GIBTz2RWVhZuu+22RcXNf/zjH/HAAw/gwIED2LBhw5KfMTQ0hKysLOzfvx9bt25d9PsGBgYQExMDhUIh+aqlVHGW+JxGYBgGDQ0NHAnq6enBpk2bsG3bNlx55ZVeCRtnZ2dRX1+PhIQEFBQUCL7JkvRqEp3ha3vHaDSitrYWUVFRko50IODnbrnjHs2yrJ1XkNVqtfNWEpvkSSEc1RMwDIP6+nro9XqEhIRgdnYW0dHR3DWT2sZBRsCJOWEgKlN8HdXExATnTE7E0Y7PFF8oLpZmam5uDjt27IBMJsM777wjGrlaDK+88gpuvPFGPP3006iqqsLu3bvx6quv4uTJk0hOTsYNN9yA9PR0PPjggwCAP/zhD7j33nvx4osv2uk2yZCDXq/Hfffdhx07diAlJQXd3d246667MDs7i6ampkUrWQzD4L/+67/wxRdfoKCgAFdddRWuu+46yVe0pYazxOc0BbGI37t3L1577TW0tbXhwgsvxPbt23HVVVchPj5+SVIxMTGBxsZGZGdnCx666gxEs0FIkEKh8CgKYnZ2FnV1dUhOTkZ+fn7A20FLwdfcLX5lY3x83GuvIHdhtVpRX18PuVy+LCppzipTZrOZa4dNTk4KXm30BXyHY6m040icDakGsSzLtRDj4+PR39+PgYEBVFRUiEZ6jEYjvvGNb8BiseC9994L2BTe448/zhkYlpSU4NFHH0V1dTUA4MILL0R2djaee+45AEB2djb6+/sXHONXv/oVfv3rX8NoNGL79u2or6+HTqdDWloaLr30Uvz2t791KyPuk08+wfHjx3Hvvfdiy5Yt+Na3voVvfetbgv6+pzPOEp8zAGTSgpCghoYGnHvuudi2bRu2bt2K5OTkBQt+V1cX+vv7A2ac5xgFQVGUXX6YI0mYnJxEQ0OD30iarxAjd4sENxLNBjG0S0pK8vmNkOSahYaGYt26dZKfOqFpGg0NDbDZbItWphwrG0FBQR5NiAkJ8qIyNTUlqsOxL2BZ1k4cbTQaAQC5ubnIyMgQpeVpMplw3XXXYXp6GgcOHJC835LYoGna7tnr7OzErl27oNPpcPnll9uN3J/F4jhLfM4wEM+Vffv24bXXXsPx48dRU1ODrVu3Ytu2bUhNTcUvf/lLvPHGGzhy5IgkjPNIfhjZ1FmWtWvvaDSaZeVu7I/cLeIVpFaruYk6QoI8be+QylRUVBSKiook3z4k7TiWZVFaWupWZYpUNviZa2KOffMhZoCnWOjp6UF/fz9SU1MxPT3NtRBJtVGIFqLFYsF3vvMdjI6O4uDBg5L3sxIbLMs6XSvGx8fxwAMPoLa2Ft/5zndw6623BuDslhfOEp8zGCzLYnBwEK+99hpef/11fPbZZ1i1ahXUajWefPJJXH311ZKrnDhqXCwWC1iWxYoVK5Cbmyv5SgTJ3Vq5ciWysrL88pnOvIISExORnJy8pKsvyWEjGi+p3Q+O4LfjSkpKvLofyIQYuWZiZoixLMtZLlRUVCwLrUZfXx/6+vrszB+JySS/hUiIY2RkpMf3jdVqxY033oje3l4cOnTorKkfDzfddBMiIiLw2GOPcZNdk5OT+OlPf4qhoSH8/e9/R3Z2dqBPU9I4S3zOAsCpNsnXvvY1NDU1oaioCB9//DHWr1+Pbdu2Ydu2bZLL4SLjs4ODg0hMTMT09DTnS5KcnOzXkEt3QXK3/B2ZwYejAaArMTnRTKWlpUnu7+8MRCgeHBwsyPQhYK+j0mg0mJubcytuxB0QnyliCbAcSA/JNisvL190Os5qtXJtar5WLzEx0Wmb2hE2mw233HILWlpacPjwYadZWGcqTCYT7r77bvT392Pfvn2QyWSw2WxQKBTcFOCVV16JJ598MtCnKmmcJT5nAY1Gg6uuugohISHYv38/YmJioNVq8frrr+O1117DoUOHUFBQwJGgwsLCgG6CDMNwItDS0lJERERwviRE6Gs0GhEXF8e5Rgd6+kiKuVtETE42dblczpEgiqKgUqmQnZ2NnJycQJ/qkiCxAmFhYVi3bp1o7ThHZ3JvJ8SID5Jer182pIdksbkiPY4gVgykesYwjJ042vHlhKZp3HrrrThx4gQOHz4csBcEqcBZe6uhoQFVVVX429/+xuV+Ee3Pxx9/jB//+Md48cUXsWbNmkCc8rLAaUN8HnjgAbzzzjtQqVQICgqCTqdb8mdYlsWvfvUr/O1vf4NOp8M555yDv/zlL3YOypOTk7j99tvx1ltvQSaTYceOHXjkkUckb3XvLliWxcaNG7FixQo8//zzCxZglmUxNTWFN998E/v27cOHH36InJwcbNu2Ddu3b/f7yDiZ1DGZTCgtLV1UD0FCQcfHx+1CQf2dH8ayLNcaKCkpkaxOge8VND4+DpvNhujoaOTk5Dh1QZYSiM9UZGSkXzVIji1EdyfECOmZm5tDeXm55HyQnIGQHl+y2FiWxczMDEe0DQYD5HI56urq8I1vfAPp6em4/fbb8dlnn+HIkSPIyMgQ+LdYXiCVHGe4++670draimeffRYJCQnc19VqNbZv3467777bpRfQmY7Thvj86le/QkxMDNfjdIf4/OEPf8CDDz6I559/Hjk5OfjlL3+JpqYmtLa2chvq5ZdfjtHRUTz99NOwWq246aabUFlZiRdffFHk38h/6OnpQXZ2tlsbxvT0NN5++23s27cPBw4cQGpqKkeCSktLRd10LBYLVCoVKIpCSUmJ21UcIvQdHx/n8sPIBiWmkJSfC1VWVib5MEzgVPWvsbERWVlZYBjGTuOSnJzsF68gT0B8m2JjY7FmzZqAVSJJC1Gj0UCr1XLeN44TYgzDcA7dy4X0DA4OoqurS7AAWoK5uTn85z//wS9+8Qu0tbUhOzsbU1NT2LNnzxkb2UB8enbv3s29XH/3u99FZGQkLrroInzjG98AABw8eBDXX3893n77bVRVVdm5OP/tb3+D0WjE7bffLvn2dKBw2hAfgueeew4/+clPliQ+LMsiLS0Nu3btwp133gng1KaenJyM5557Dtdeey3a2tqwZs0aHD9+nLMbf//993HFFVdgaGhoWUwQiQm9Xo93330X+/btw3vvvYe4uDhs3boV27dvR2VlpaBCY/JWT1oZ3h6biDDHx8eh0+l8mnZyBX47bjnkQgHA6OgoWltbsXbtWs5LxNEFmd9CFCLfyRcYDAbU1tZKTni92IRYYmIihoeHJet47QykRVtWVoaYmBhRPoNhGOzatQsff/wx0tLS8PnnnyMnJwfbt2/n1hIpVxyFhE6nwzXXXIOnnnoK+fn5AE4Rmf3796OjowPJycn40Y9+hK1bt+LOO+9ES0sL3n33XYSGhnJtMb1eD6PRKJmWuhRxZtxNTtDb24uxsTFs3ryZ+1p0dDSqq6tx9OhRAMDRo0cRExNjl7GyefNmyGQytxJ5T3dERETgm9/8Jl555RWMjY3hz3/+M6amprBjxw4UFhZi165d+PTTT2Gz2Xz6HL1ejy+//BIxMTFuuRu7QkhICDIzM1FRUYHzzz8faWlpmJycxOeff44vvvgCPT090Ov1Pp0vacfNzMygsrJyWZCeoaEhtLW1obi42M5AjaIoREVFYeXKldi4cSM2bNiAmJgYDA4O4pNPPkFtbS0GBwdhMpn8er5zc3M4ceIEkpKSJEV6AEAulyMxMRFFRUU4//zzuXu2qamJE5RPTEzAarUG+lRdgpCe0tJSUUnPvffei7feegtvvvkmDh06BK1Wi/vvvx9DQ0O47LLL8Morr/j8OU888QSys7MREhKC6upqfPnlly6/f8+ePSgoKEBISAjWrVuHd9991+7fWZbFvffei9TUVISGhmLz5s3o7Oz0+TxJRW337t3c177//e/jxRdfxLvvvovMzEw8/vjjyMvLw+DgIIaHh3Hy5EkAp64lAG5q8ywWxxlLfMbGxgBggUtmcnIy929jY2MLJgoUCgXi4uK47zmLUwgLC8M111yDf/7znxgdHcVTTz0Fs9mM66+/HqtWrcKPfvQjHD582OPFfmpqCsePH0d6errgouqgoCBkZGSgrKwMF1xwAbKysjAzM4Njx47h888/R1dXF2ZnZ+FJUdRms6G+vh4Wi0WyRnSO6OvrQ2dnJ0pLS+30As4QHh6OnJwcVFdX45xzzkFiYiLGxsbw2Wef4csvv0RfXx8MBoOo5zs7O4sTJ04gLS0Nq1evlhTpcYRMJkN0dDSMRiPCw8O5EfC+vj58/PHHqKurw9DQEMxmc6BP1Q7Dw8Mc6RFLl8ayLB544AH8+9//xsGDB7F69WoApzbuHTt24J///CfUajV27Njh0+e88soruOOOO/CrX/0KdXV1KC4uxpYtW7jcO0d8/vnnuO666/C9730P9fX1XOWpubmZ+54//vGPePTRR/HUU0/h2LFjCA8Px5YtW3x6AWAYBhRF4be//S0+++wzvPXWW9y/RUdHY9WqVXjppZfwwgsv4Oc//zmGh4fR09PDkSSpW3lICZImPnfffTcoinL5H8J2z0I6CAkJwVVXXYVnn30WY2Nj+Ne//gW5XI6bb74ZeXl5+OEPf4gDBw4sudir1WrU19dj1apVohn9ESiVSqSlpaGkpAQXXHABcnNzYTAYcPz4cfznP/9BR0cHpqenXZIgi8WCEydOQCaToby8POCTZEuBWAIQTxZPN7jQ0FBkZWWhsrIS5513nl317OjRo+ju7vaYOC6FmZkZ1NbWIjMzc1mM2NM0DZVKBYvFgvLycsTFxSEvLw81NTXYuHEj4uLiMDIygk8//dRvxHEpjIyMoL29XVQxPsuy+OMf/4hnnnkGBw8eXHQCSalU+twSfPjhh/H9738fN910E9asWYOnnnoKYWFhePbZZ51+/yOPPILLLrsM//u//4vCwkL89re/RVlZGR5//HHu3Hfv3o1f/OIX2LZtG9avX48XXngBIyMj2L9/v9fnSdp5q1atQkFBAfbt24fu7m7u30nlPDs7Gz/84Q/x7rvv4tlnn0VdXR2OHz/u9eeeiZCOStEJdu3ahZ07d7r8ntzcXK+OnZKSAuCUtwp/ZHJ8fBwlJSXc9zi+FdhsNkxOTnI/fxauoVQqcckll+CSSy7BE088gc8++wx79uzBbbfdhrm5OVx55ZXYtm0bNm3aZJdN9Ne//hUpKSnYsGGD3308FAoFUlJSkJKSYjfyXVdXx418Jycn24lWfc3d8jdYlkVHRwfGx8cFyVkKDg5GRkYGMjIy7LyC+vr6EBwczNkKREdHe01WdDod6uvrkZubixUrVvh0vv4APzajrKxsAREOCwvjIlb4E2JdXV0+GwB6i9HRUZw8eRIlJSWIi4sT5TNYlsUjjzyCxx57DAcPHsS6detE+RzgK5sDfpSDTCbD5s2bOUmDI44ePYo77rjD7mtbtmzhSM1SMolrr73Wp3NOTk7GD37wA1x//fWIiorC3XffjbS0NCgUCjsRc1JSEi688ELcd9996OzsRGVlpU+feyZB0sSHCALFQE5ODlJSUvDRRx9xRIe0OYjld01NDXQ6HWpra1FeXg4AOHToEBiG4cLpzsJ9KBQKXHjhhbjwwgvx6KOP4ujRo9i7dy/uuusuTE5O4rLLLsPWrVvx+eef44UXXsCrr74acPMyvrcNf+S7oaEBFEUhMTERUVFR6O7ulqTexBn4uVCVlZWCh2EqlUqkpqYiNTXVjjgSR2X+tJO7BHFqaoqr/mVmZgp6vmKAVHpomkZZWdmSk3DOiKNGo8GJEyfs0tFjY2NFu79GR0c5nZeYpOfJJ5/En/70Jxw4cABlZWWifA6BVqsFTdNOJQ2LdQvGxsaWlECQry32Pb5i06ZN+Otf/4pvfetbMJlM2LlzJzZu3AiZTMa1xCiKQlZWFiIiIuwqQ2exNCRNfDzBwMAAJicnMTAwwC06ALBy5UrubbagoAAPPvggrrnmGlAUhZ/85Ce4//77sWrVKm6cPS0tDdu3bwcAFBYW4rLLLsP3v/99PPXUU7Barbjttttw7bXXnvETXb5CLpfj3HPPxbnnnouHH34Yx48fx6uvvorbbrsNNE1j8+bNUKvVmJ2dlcwYuEwmQ0JCAjdFpNPpMDg4iLa2NshkMtA0Da1WK3q2ky/gG+f5Q4PkSBxJ5lpTU5Nd5pqra0ZiPvLz85Geni7q+QoBsv4wDOMW6XGEI3EkZLuxsRGAOBliY2NjHOkRKx6CZVk888wzuP/++/Huu++iqqpKlM85HcCyLLZt24Y333wTd999NwYGBlBdXY377rsPNE1DqVSCZVm89NJLkMvl2LVrV6BPeVnhtCE+9957L55//nnu/5eWlgIADh8+jAsvvBAA8P/bO++wKK737d+7KF16E6SLAqEpCoKxoCgoCItJLJGgxOAPovEbC6JJ1KixorFEDdGIwcQWqoqCGntBIl1QQBG7FEXa0nfP+wfvTlgBBWSp53Nde+nOnJk5Z4Cde895nufOyspCSUkJ02bZsmXgcrmYN28eiouL8fHHHyM2NlboYXD48GEsWLAA48ePZwoY7tq1q2MG1Utgs9mwtLTE1q1boaGhgW3btuHmzZvYvHkz/Pz8MH78eLi7u8PFxeWDlkrau8+EELx+/RqDBg2CvLw88vPzkZmZKVT3RkVFpcuIIMHSiyDwuqPTqdlsNpSVlaGsrAxjY2OUlJQ0umdv+2EJ6gp1ps1Ha+DxeEhOTm6VQeq7EGSIqaqqCvnUCe6ZsrIyc8/aGlOWn5+PjIwMkYuekJAQrFy5EqdOncLIkSNFcp23Efz95efnC23Pz89vNlxBQ0Pjne1bEibxobBYLBBCMHHiROjo6CAmJgYHDhxATEwMbG1tsXjxYujr68PV1RVTp07tFkkUXYkeV8ens2hthedHjx41awXw999/M4WqmnrIHz169IPXkbsSJSUlcHd3R1VVFaKjo5nMIoGBY1hYGCIiIpCZmQkHBwdwOBy4uLhAWVm500RQc75bDeve5Ofno6qqSuiB3lkBz4JsMwCtKv7YEQjsRvLz84VqBUlKSuL58+cwNzdvtKzQFRHcYxaLhSFDhojc0V1g0VJQUMB4iAlmg1pqgSH4PbawsBBZWAEhBEeOHMHixYsRFRXV4cUJbW1tYWNjg19++QVA/aynjo4OFixYgOXLlzdqP336dFRUVAhlVdnb28PCwgJBQUFMDbilS5cyMy2lpaVQU1NjasC9i4ZxOu/jbcuKsLAw8Pl8DBgwAPb29i06B6UxVPi0E62t8Mzj8ZjiZgL27duHwMBAvHz5khFMLBYLBw8ehLOzM9NOQUGhRyn8S5cuYefOnTh8+DBkZGSabCMIxg0PD0dERARSU1MxatQouLu7w83NjfGX6gha6rtFCAGXy2Ue6Fwul/mGrqqq2mEzLjU1NUhOTkbfvn0/uA5SR8DlcpGTk8N86274QO+qv/cC0cNms9vsCv8hCDzECgsLUVJSwhTmVFVVbfZvSrDkKErRA9TXxJk/fz7CwsKEPsc6iuPHj2P27Nn47bffYGNjgx07duDvv/9GZmYm1NXV4eXlBS0tLWzcuBFAfTr7mDFjsGnTJri4uODYsWPYsGEDkpKSYGZmBqC+6v+mTZuEqv6npaUJVf1vioZCJioqCpmZmXj27Blmz54NQ0PDZmOrBF5clPaBCp92oL0qPA8ZMgRDhw7FgQMHmG0sFguRkZFM3FFPpSkzvne1ffjwIcLDwxEZGYnbt2/D3t4ebm5ucHd3h6ampkhE0If6bgn8wwSxS4qKikz8i6hMKqurq5GYmAgZGRmRmne2J8+fP0dWVhYsLS0hLS3NZDuJstL2h1BXV8dk/HWG6Hmbtz3EpKWlmXsmyBATLCGam5uLNIEgKioKPj4+OHbsGKZMmSKy67yP3bt3IzAwEHl5ebCyssKuXbuYBJWxY8dCT08Pf/zxB9M+NDQUP/zwAx49egQjIyNs2bIFkydPZvYLfB737dvHhEns3buXqUX0PrZt24Z169bB1tYWeXl5ePnyJXx8fPDVV191C1Pg7g4VPu1AcHAwlixZgjdv3jDb6urqICkpidDQUHh4eLz3HImJiRg2bBhu3LghNIXJYrGgqamJ6upqGBgYwNfXF97e3l0izqUrQAjB06dPGRF08+ZNDB8+nLHO0NHRaZd7JZhxysvLaxffLYF/WEFBAUpKSiAvL888nNory6qhj5WJiUm3ED1Pnz7F/fv3m0ynrqmpYR7or1+/brEpqCipra1FcnIy+vTp0yVn0+rq6pjSAgIPMVlZWbx+/RpmZmYiLcsRHR0Nb29v/Pnnn5g6darIrtPdiI+Ph4eHBw4dOoRx48aBzWZj69atzH1avnw5+vbt2y3+XrsrPSa4uTNpjwrPBw4cgImJSaN127Vr12LcuHGQlpbGuXPn8PXXX6O8vBwLFy5st/53ZwQpnYsWLcK3336LFy9eIDIyEhEREVi1ahUsLCzA4XDg7u7e5iKIfD4fd+/eRXFxcbtZUEhJSUFXVxe6urqorq5mRND9+/fRr18/plZQW6/F5XKRmJgINTU1DB48uFsI5UePHiE3N7dZXyhxcXFoaWlBS0tLqFbQ48ePIS4uzoigjgqAr62tRVJSEsTFxWFhYdHlRA8gXJOKz+cjNzcXDx8+hJiYGDIzM/H69WuoqqpCWVm5Xft/9uxZfPnllwgODu7VoufAgQOwtLQUsj0qKyuDpKQkDA0NmW1Lly4FIQQbNmyAt7c3dHR0OqO7vQYqfN7B8uXLsXnz5ne2uXfv3gdfp7KyEkeOHMHKlSsb7Wu4bciQIeByuQgMDKTCpwlYLBa0tLSwYMECzJ8/H4WFhYiKikJ4eDjWrVsHY2NjRgS1tN4Oj8fDnTt3UFlZieHDh4tkSUpCQgLa2trQ1tYWmtXIyclhZjXU1dUhIyPToj6XlpYiKSkJAwYMEHnF6/bi4cOHePLkCaytrSEnJ/fe9u+qFcRmsxkRpKioKJJvzg1Fj6WlZbf4dl5UVITHjx8zweKCDLHs7GzU1NS0S4YYUB+z98UXX+DXX3/FtGnT2nEE3QdBYsbhw4cbxTVVVFSgpKQEbDYbbDYblZWVkJKSwtKlS7F9+3ZcunQJs2fP7qSe9w7oUtc7KCwsxOvXr9/ZxsDAAH/99dcHLXX9+eefmDt3Lp4/f/7eIMPTp0/D1dUVVVVVIosL6WkQQvDmzRucOHEC4eHh+Oeff2BgYAB3d3dwOBx89NFHTT64amtrkZqaCj6fjyFDhnR4JlTDWQ2BuaVABDVXzVdQ3VhfXx96enod2t+2QAhBTk4Onj9/3i5LiA1rBRUUFIAQwmTVtdesRm1tLRITEyEpKQkLC4tuIXoEtZBMTEwalQVoKkNMEH+mqqraqoDya9eu4dNPP8WOHTvw5ZdfdgvRLUoEdchu376N8vJyODg4AABsbGxACBGymigsLGSCqt3c3Dqry70CKnzaAUFwc0JCAlPh+dy5c3B2dm5RcPPYsWOhoqKCsLCw915r/fr12LZtG4qKitql772RkpISnDp1ChEREYiNjYWWlhYjgqysrMBms/H8+XN8+eWX8Pf3h4ODQ6cvYwiKI+bn5zOxGgIRJFjaETzcukt144a2GdbW1s1mH33I+UtKSpgHek1NTZO1glpDTU0NkpKSICUl1W2CxYuKipCSktKk6GmKiooKZtaxpRliQL3Vg4eHBzZv3gxfX99eLXoEKeuCApQuLi5QUVHBkiVLMH78eCQnJ+Pzzz8Hi8XCzp07UVdXh7///hvXr19nrG8oooMKn3Zi0qRJyM/PZyo8e3t7Y9iwYUw6+/PnzzF+/HgcOnRIqGLpgwcPMGjQIJw5c6bRlOipU6eQn5+PESNGQFJSEufPn8fSpUuxdOlSrFmzpkPH11MpKyvDmTNnEBERgTNnzkBFRQWOjo44c+YMzMzMcOzYsS43s9awmm9BQQHExMQgKyuLoqIimJqadouq4oQQZGZm4tWrV7C2thZ5hlZTsxqtLS0g8H2SlpbudqLH2Ni4Tb8Xggwxwey3IENMRUUFcnJyzD1ISEiAm5sb1qxZg4ULF/Zq0QP8l6VaV1eHPn364Ny5c1i/fj0UFRXxv//9Dw4ODsjKysKiRYuQmpoKWVlZqKioICIiAurq6jR9XcRQ4dNOFBUVYcGCBUIFDHft2sXU4xEULGxYSRoAvvvuO/z111949OhRow/S2NhYrFixAg8ePAAhBAMHDoSfnx98fHy6xYdud6OiogL79+/HihUroK6ujrq6OkyZMgUcDgd2dnZd8oOIz+cjJycHjx8/hpiYGFgsFhPfoqSk1CV/Txp6hVlbW7e7V1hL4HK5zKxGaWkpFBQUmPvW1NKOQPTIyMh0CxNa4D9/s/ay+miYIRYbG4tff/0V48aNg62tLX788Ud8//33WLp0aa8XPYLZnuvXryMsLAz+/v7Q0tLC1atX8f3330NBQQELFy7EhAkTANSvGCgoKEBOTg4yMjKMWKKIDip8KJT/z61bt+Di4oKFCxdi2bJluHDhAsLDw3Hy5En07dsXU6ZMgYeHB0aOHNllKh8L0r8FxpLFxcVMwUQej8cU/mvvrJ22wufzkZGRgbKyMgwdOrRLFCSsqqpiZoKKi4uZrDo1NTXIyMgwtZD69evXbDxYV6O9Rc/bVFZWIjo6GsePH8eVK1cAANOmTYOHhwcmTJjQKWK2KyCY6bl48SKmTp0KT09PeHt7MyEQN2/exIoVK9CvXz/4+vrC1dVV6PjWVHWmtB16h3sIRUVFmDVrFuTk5KCgoIC5c+eivLz8nceMHTuWcfkVvHx9fYXaPHnyBC4uLswUt7+/P+rq6kQ5lE7h/PnzmDBhAtasWYPVq1dDSkoKrq6uOHjwIPLy8nDo0CGwWCx4e3vD0NAQX3/9Nc6dO4eamppO63Nubi4ePHiAoUOHMvYdioqKMDY2xqhRozB06FCIi4sjOzsbV65cQVpaGvLy8jrt58fn83Hnzp0OM0htKZKSktDR0cGwYcMwevRoDBgwAMXFxYiLi8ONGzcQFxcHSUlJmJqadouHkiDAfdCgQSIzdZWSkoKZmRkSEhKwePFinD17FsrKyli0aBFUVVXx6aefMhYp7U1rP+sEdkKDBw+GlJQUdHR0sHDhQiHfRgCNPgtZLBaOHTvWqr6xWCw8e/YMPj4+WL58OXbv3s2IHkII7O3tERgYiKqqKmzcuBHnzp0TOr47/H71BOiMTw+htZYZQL3wGTRoENauXctsk5aWZtKJeTwerKysoKGhwVhpeHl5wcfHBxs2bBD5mDqSmzdv4vHjx5g5c+Y729XV1eHatWsIDQ3FiRMnUFFRARcXF7i5ucHR0bFDHuaEEDx48ADPnz+HtbX1ewMhm/LCahjf0hGzVzweD2lpaaiurmYEWVenvLwciYmJYLPZqK2t7ZRaQa1FIHoGDhwo0gD37OxsTJo0CbNnz8bGjRuZe0EIwZ07dxAZGQkPDw9YWFi0+7Vb+1mXnp6O1atXY86cOTA1NcXjx4/h6+sLCwsLoYSS9rIHSkpKgre3NyIjI6Gvrw8Wi9VoJic+Ph6bNm3C3r17u4X5bk+DCp8eQFstM8aOHQsrKyvs2LGjyf0xMTFwdXXFixcvGJPIoKAgBAQEoLCwsFs8vEQJj8fDzZs3marRxcXFcHJyAofDwcSJE0USsEsIQVZWFgoKCtqcCdUwyLe8vBxKSkrMA10UP1Mej4eUlBTweLxOKQvQFqqqqpCYmAgFBQWYmpqCz+czAeWFhYVCsVSiqhXUWkpKSpCUlCRy0fPw4UM4Oztj2rRp2Lp1a4eOvb3sgUJDQ+Hp6Qkul8vE07SXPdDFixcxYcIEJCcnw8LCQsiOJy4uDioqKjAyMkJ1dTUkJCTo8lYnQO92DyAuLg4KCgpC1UEdHR3BZrMRHx//zmMPHz4MFRUVmJmZYcWKFaioqBA679vO2E5OTigtLUVGRkb7D6SbISYmhlGjRmHHjh3Izc3F2bNnoauri1WrVkFPTw+zZs1CaGgoysrK2uV6gviYV69eYfjw4W1O/5aVlYWBgQFGjBgBe3t7KCkp4cWLF7h69SoSEhLw5MkTVFVVtUufBT5WhBAMHTq024iehIQEKCoqwtTUFCwWC2JiYlBVVcVHH32E0aNHw9zcHCwWCxkZGbhy5QrS09OZuKrOQCB6DA0NRSp6Hj9+DBcXF3A4nA4XPcCHfdY1RJCm/3YQ8fz586GiogIbGxsEBwfjffMCDfcL/m9gYIChQ4fijz/+wLNnz4RmBv/8809s27aNmUEE6PJWZ0BDx3sAbbXM+Pzzz6GrqwtNTU2kpaUhICAAWVlZiIiIYM7bUPQAYN631Iqjt8BmszFixAiMGDECmzdvRkpKCsLCwrBx40b4+vrC0dER7u7umDx5cpuWSQTxMRUVFe1aQVpaWhp6enrQ09MTCvLNzs5m6reoq6u3KVi1q/tYNYXA30xJSQkmJiZN/pzYbDaUlJSgpKSEwYMHM7WCsrOzUV1dLVQrqCOEnqBSt4GBgUitDp4/fw4XFxc4Oztj165dnfLAbg97oFevXmHdunWYN2+e0PbW2gMJUs5LS0tRUVGByspKpnCoq6srDh8+DABMPNLRo0dx5MgRXLhwoVt8AejJUOHThRG1ZUbDP3xzc3P0798f48ePR05OjpCPDKV1sNlsDB06FEOHDsX69euRnp6OsLAw7Nq1C/Pnz4eDgwM4HA5cXFygpKT0XhHE4/GQmpqK2tpaDBs2TGQfmoIgXx0dHSGH7wcPHkBWVhbq6upMptP7EBT6k5CQ6LI+Vm9TWVmJhIQEqKiotNjShMViQUFBAQoKCjAyMmKWER89eoSMjAyRLyOWlZUhKSkJ+vr60NXVbffzC8jLy8PkyZMxZswY7N27t91FT0fZA5WWlsLFxQWmpqb48ccfhfa1xh5IIHpyc3Mxd+5cvHjxAlJSUhg5ciR2796N1atXQ0ZGBpGRkdi9ezcMDAxQW1uLqKgoWFtb0+WtTobG+HRhOsoyQwCXy4WsrCxiY2Ph5OSEVatW4eTJk0hJSWHa5ObmwsDAAElJSRgyZEibxtVbEcTnhIeHIyIiAmlpaRg9ejTc3d0xZcoUqKmpNXrYVlVV4c6dO2CxWLCysuqU+h61tbUoLCxEfn4+ioqKICUlxYigplzRq6urkZSU1K0K/VVUVCAxMRGqqqrtZupaUVHBzKA1rBWkqqraLuneZWVlSExMhK6uLvT19T/4fM1RUFCASZMmYejQoQgJCRHJ72BHfNaVlZXByckJ0tLSiI6Ofm/Q8vvsgV68eAEbGxtMmTIFM2fOxPPnzzFr1ix4enri0KFDAIBnz57h5cuXjH+ctrY2FT1dACp8egAfapkh4MaNG/j444+RmpoKCwsLJrj55cuXzPTyvn374O/vj4KCgi5X0bg7QQjBw4cPERYWhsjISCQmJsLOzg7u7u5wc3ODpqYmXr58CVdXVyxYsACzZ8/uErMmgiJ2AusMCQkJRgTJyckxNW/k5OS6Tc0bgehRU1PDoEGDRJKtVVVVxcygvXnzplGtoNZSXl6OhIQEkYueV69ewcXFBcbGxjhy5EinL9G09bOutLQUTk5OkJCQwJkzZ1qUePAue6CamhosXLgQNTU1CA4OBgA4ODiguLgYjx8/xujRoxEVFdX2gVJEChU+PYTWWmbk5OTgyJEjmDx5MpSVlZGWloZFixZhwIABTEEyQTq7pqYmtmzZgry8PHzxxRf46quvelw6e2dCCMGTJ08QERGBiIgIxMXFwdLSEnl5eTAyMkJ4eHiXLAgncEUXiCAxMTHU1dVBUVGx2ziWc7lcJCYmQl1dXWSi521qamoY8SiYQROIoObMZxsiED06OjowMDAQWT/fvHkDV1dX6OjoIDQ0tMtkcbb2s660tBQTJ05ERUUFIiMjhYSmqqoqxMTEWm0PVFtbiz179sDKygpjx46Fu7s7SkpK8PfffyMqKgq+vr5wcXHBqVOnOuy+UFoOFT49hNZaZjx9+hSenp5IT08Hl8uFtrY2PDw88MMPPzB1fID6LA4/Pz9cvnwZMjIymD17NjZt2kRLqosIQgji4uLg5uYGeXl5PH36FBYWFuBwOHB3d4eBgUGXrB8jeBiLi4ujpqamS6Z7v41A9GhoaMDIyKhT7mtDG4iG5rNqampQUFBo1CdBbaEBAwaINA6vpKSEWX6NjIzsUrO7rf2su3z5MuOK/ja5ubnQ09N7rz1QU8tT1dXV6NOnDy5cuICAgACEhITAwsICp0+fxvLly1FQUICoqCjY2dmJ/J5QWgcVPhRKFyIjIwMTJkzAjBkzsHXrVhQWFiIqKgrh4eG4fPkyTExMGBHUXrEoH4rgYdy/f38YGRmBEII3b94w8S2EECHrjK4ggrhcLhISEqCpqYmBAwd2ifvY0HxWUCtIVVUV6urqUFRUZIKvtbS0YGhoKLI+l5WVgcPhQFZWFqdOneoyFbY7C4F3Vm1tLR4+fAh5eXmhQq979uxBYGAgHj16BAA4ePAgEhMT8dNPP0FBQaHzOk5pFip8KO2CoCx8w29hO3fuZL6FNdV+9erVOHfuHJ48eQJVVVVwOBysW7cO8vLyTLumPtyPHj2KGTNmiGwsnUVGRgbGjBmDb775BqtWrRIaOyEERUVFOHHiBCIiIvDPP//A0NAQ7u7u4HA4nWanIAiwFcxAvP3zIoSguLiYEUF1dXVC6d6dEbckEGqiFhAfAp/Pb3TfCCFQVlaGmZmZyGZcuVwuPvnkE7DZbJw+fbrNtaJ6CoKZnurqaowZMwZv3rxBcXExRowYgfnz52PixIlIS0uDvb09JkyYAFNTU2zbtg0hISGYPn16Z3ef0gxU+FDaha5eRr47UF5ejhMnTmDWrFnvbVtcXIxTp04hIiICZ8+exYABAxgR1FHxNSUlJUhOTm5xgC0hBKWlpczDvKqqihFBqqqqHbJ82nCpqKsuG74Nl8vF7du3ISUlhdraWpHVCqqsrMRnn32GmpoaxMTEvNcKpacjSFknhGDatGkoLy/H6tWrcefOHVy6dAlXr17F7t27weFwEBYWhsDAQCgqKmLGjBmYM2dOZ3ef8g6o8KF8MN2hjHxPpqysDGfOnEF4eDhiYmKgoqICNzc3eHh4YNiwYSIRQQJPKAMDgzbVjxH4hwlEUEVFBZSUlKCuri4y/zDB7JS2tna3qVNVUVGBhIQEJg4JqBdCAt81LpfL1ApSVVVtcyxOVVUVZs6ciZKSEpw9e1Zo1rW3c+rUKRw6dAirV6+GmZkZACArKws///wz/v33X0RGRkJPTw88Hg/l5eXMvWtoVUHpWlDhQ/lggoOD26WO0O+//44VK1agsLCQ2cZisaCpqYnq6moYGBjA19cX3t7e9AOlGSoqKhAbG4vw8HCcPn0a/fr1g5ubGzgcDkaMGNEuS0tFRUVISUmBkZFRu9kjcLlcFBQUID8/H+Xl5VBUVGREUHsE1gpEj6gzodoTQUzPu9Ls364VJC8vzwRHtzQTsKamBp6ensjLy8P58+ehqKjY3kPptgQGBiIgIABycnI4f/48hg8fzuyLi4vD9OnTsX//fjg5OXViLymthabmUD6YrlRGvrcjLS2NqVOnYurUqaiqqsL58+cRHh6O6dOnQ0JCAlOmTIGHhwdGjhzZpqWlV69eIS0tDYMHD4aWlla79VtGRgb6+vrQ19dHZWUlCgoK8OLFC2RmZkJeXp6pFdSWJU6BpYOoa960JwLRo6qq+s40+7ctRwS1gu7fv89U21ZVVW021q62thZz5szB06dPcfHixV4vegTLWwL8/f3x5s0bbNu2DUePHoW2tjY0NDQAADY2NpCTk0NOTk5ndZfSRqjwoTRLdysjTxFGUlISU6ZMwZQpU1BTU4NLly4hLCwMs2fPBiEErq6u4HA4GDNmTItqtBQUFODOnTswNTVF//79RdZvKSkp6OrqQldXl3mY5+fnIzs7G/369WNEUEuK0JWWliIxMZHxUOoONBQ9rcnck5SUhLa2NrS1tZlq2wUFBXj48CFTK6hv377Q1tYGm81GXV0dvvrqKzx48AAXL16EsrKyiEfWtWkoejZs2ABzc3NMmTIFGzZsQG1tLf7++28oKiriyy+/hKamJuLi4vD48WOR+qNRRANd6qI0S3csI095P3V1dbh69SrCwsIQFRWFyspKuLq6wt3dHePGjWvyZ/D06VNkZ2fD3Ny80exeR1FTU8Ms6xQVFUFGRkbIOuNtBI7lbY1D6gwEzvDKysot9gt7H3V1dXj9+jUKCgowf/58PH36FI6OjigvL0dWVhYuX77MzGL0VhrW6ZkwYQIqKirw9ddfw83NjQnyXrJkCYKDg6GkpIThw4cjNzcX48ePp8VcuyFU+FA+mK5SRp7Seng8Hm7cuIHw8HBERkaipKQEzs7O4HA4mDBhAqSlpbF3714EBQXh3LlzXeYB2XBG4/Xr142qHzd0LO9uouddzvAfSmVlJU6cOIH9+/cjMTER8vLymDp1Kjw8PDBu3LguU51Z1DQXeOzt7Y2UlBT8888/zAxYSUkJE7C8YcMGrFq1Cl999RXc3d0xadIkAI2XyChdm86vJEbp9piYmMDZ2Rk+Pj74999/cePGDSxYsAAzZsxgRM/z589hbGyMf//9FwCYMvJcLhcHDhxAaWkp8vLykJeXBx6PB6A+m+L3339Heno6Hjx4gF9//RUbNmzAN99802lj7WmIiYlh9OjR2LlzJx49eoSzZ89CW1sbP/zwA/T09ODi4oKVK1di5cqVXUb0AEDfvn2hqakJKysrjBkzBgYGBkwG1LVr13D79m1oamp2m2WIqqoqJCYmilT0AICEhARu3bqFvLw83Lt3D6GhoZCUlISPjw/U1NTg6emJ6upqkVy7qKgIs2bNgpycHBQUFDB37lyUl5e/85ixY8eCxWIJvXx9fYXaPHnyBC4uLpCWloaamhr8/f1RV1fX7Dkbip6GBsx5eXnIzs7Gpk2boKysjPj4eGzbtg0jR44Eh8NBSUkJvvvuO3z33Xc4f/48kpKSmBhGKnq6F3TGh9IudEYZeYro4PP5CAgIwC+//AJjY2NkZWXB0dERHA4HkydPhpycXJfMrCsqKkJycjJkZWVRUVEBMTExIeuMrtjn6upqJCQkQEFBAaampiLrI5/Px/Lly3Hy5ElcunRJKKWfEMKIxsWLF4vk+q2t9QXUC59BgwZh7dq1zLaGVZMFfoIaGhoIDAzEy5cv4eXlBR8fnyaXoBqKnlWrVuHUqVO4cOEClJSUUF1dDUdHR8jLy8Pe3h5nz56FhIQEJk6ciMDAQDg5OTGu6+vXr8e+ffvw2Wef4bvvvoOSklJ73iqKiKHCh0KhNGLLli3YuHEjYmNjYWNjg/T0dISGhiIyMhLZ2dkYN24c3N3d4erq2mUExZs3b5CcnIxBgwZhwIAB4PP5jAVEQUFBIwuIriCe33azF6XoWbVqFY4fP45Lly5h0KBBIrlOc7S11tfYsWNhZWWFHTt2NLk/JiYGrq6uePHiBdTV1QEAQUFBCAgIQGFhYbNLd+vXr8e6detw+fJljBgxAkD9PQoLC8Mff/yBe/fuYfXq1Rg5ciSMjIywYsUKlJeXY/v27Uw25A8//IAnT54wYojSfej8v3wKpY3s2bMHenp6kJSUhK2tLbOM1hyhoaEwNjaGpKQkzM3NcebMGaH9hBCsWrUK/fv3h5SUFBwdHXH//n1RDqFLsnnzZgQGBuLixYuwtbUFi8WCubk51q5di7S0NKSkpMDe3h779u2DgYEB3N3dceDAAcaXqzMQzPQIRA8AsNlsqKiowNTUFKNHj4a5uTnYbDYyMjJw5coVpKeno7CwkFla7Whqamo6RPQQQrB+/XocOXIE58+f73DRA9TXvFFQUGBEDwA4OjqCzWYjPj7+nccePnwYKioqMDMzw4oVK1BRUSF0XnNzc0b0AICTkxNKS0uRkZHR5Pm2bNmCn376CbGxsYzoAYDs7GxMmzYNZ86cwZ07dzBnzhwYGRkhLy8PoaGhGDBgAPr06QM+nw8A+Omnn6jo6aZQ4UPplhw/fhyLFy/G6tWrkZSUBEtLSzg5OaGgoKDJ9jdv3sTMmTMxd+5cJCcng8PhgMPhID09nWmzZcsW7Nq1C0FBQYiPj4eMjAycnJxQVVXVUcPqEtjb2+PSpUsYMmRIo30sFgsmJiZYuXIlEhMTcffuXUyYMAF//fUXjIyMMHnyZAQFBeHFixcdJoIEBRUHDx7MiJ63YbPZUFJSgrGxMUaNGoUhQ4ZAXFwcmZmZuHLlCtLS0pCfn99hIkggevr16ydy0bNlyxb8/vvvOH/+PExNTUVynffR1lpfn3/+Of766y9cunQJK1aswJ9//glPT0+h8zYUPQCY902d99ChQ1i+fDmuXLmCsWPHMttHjRqFP//8k4kNkpWVRV5eHo4fP46xY8di2LBhCAgIAFD/u0QXSro3dKmL0i2xtbXF8OHDsXv3bgD109Ta2tr45ptvsHz58kbtp0+fDi6Xi+joaGbbiBEjYGVlhaCgIBBCoKmpiSVLlmDp0qUA6rM51NXV8ccff/RIU9T2hBCCJ0+eIDw8HBEREbh16xZsbGzg7u4Od3d3aGtri+Th/vr1a6SmpsLY2LjF1ihv97usrIypGl1VVQVlZWWoq6u3qw9WQwSiR0ZGBmZmZiJbciOEYMeOHdi2bRsuXLjQpJD9UFpa6ysiIgIhISHIysoS2qempoY1a9bAz8+vRde7ePEixo8fjwcPHsDQ0BDz5s3D48ePcfbsWaZNRUUFZGRkcObMGSbrCqhfCvX09EROTg62bNkCNzc3APUzTwLbF2VlZSYOKDY2FmFhYZCXl8e2bdsA0OytngItYEjpdggeHCtWrGC2sdlsODo6Ii4urslj4uLiGgVtOjk5ISoqCkB9QHVeXh4cHR2Z/fLy8rC1tUVcXBwVPu+BxWJBV1cXixcvxqJFi/DixQtEREQgIiICP/zwA6ysrMDhcODu7g59ff12EUEC0WNiYtLmgoosFgtycnKQk5ODoaEh44P16NEjZGRkCPmHtUeqd21tLZKSkiAtLS1y0bNnzx5s3boVZ8+eFYnoAepr27zPkNPAwAAaGhqNZmPr6upQVFTUqmxBW1tbAGCEj4aGRqMl7vz8fABodF5FRUWsWbMG27dvx7Zt21BdXY1Dhw6hoqICJ06cEBI9AODs7Ixhw4ZBRUUFABU9PQkqfCjdjlevXoHH4zU5xZ2ZmdnkMc1NiQumwwX/vqsNpWWwWCxoaWnhm2++wYIFC5Cfn4+oqChERERgzZo1MDU1ZUTQu+wY3oXAOuNDRE9T/ZaVlYWsrCwMDQ1RUVGB/Px8PHv2DPfu3YOioiKTIdaW4pm1tbVITEyElJQUE28kCggh2L9/P9avX4+YmBjY2NiI5DoAoKqqClVV1fe2s7OzQ3FxMRITE5laXxcvXgSfz2fETEsQpJ8LfuZ2dnZYv349CgoKmKW08+fPQ05OrsllvWHDhsHf3x9btmzBt99+CxaLhXv37qFfv36oq6tDnz59wOVyMXr0aMydOxdff/01gPp7SkVPz4HG+FAoFJHBYrGgoaEBX19fnD17Fi9fvsTChQtx+/ZtjBgxAra2tli/fj0yMjKYoNH3UVhYiNTUVJFbZ0hLS0NfXx+2trYYOXIkVFVVkZeXx9QJevz4MSorK1t0LoHoEQTWi1L0hISEMKna9vb2IrlOa2lLra+cnBysW7cOiYmJePToEU6ePAkvLy+MHj0aFhYWAICJEyfC1NQUX3zxBVJTU3H27Fn88MMPmD9/frPi1MrKCt9//z0cHBygqamJiIgIAGBEj4ODA6SkpBjRA6BLZC1S2g8qfChthhDSKUF+KioqEBMTY6a0BeTn5zc7ba6hofHO9oJ/W3NOSutgsVhQVlbGl19+iejoaOTn5yMgIAAZGRkYM2YMrK2tsXr1aqSkpDQrggoKCpCWlgYzM7MO/blISUlBR0cHw4cPx6hRo6ChoYFXr17hxo0biI+PR25uLrhcbpPHCpa3JCQkYGFhIVLRc+TIEQQEBCAqKgqjR48WyXXayuHDh2FsbIzx48dj8uTJ+Pjjj7Fv3z5mf21tLbKyspisLXFxcfzzzz+YOHEijI2NsWTJEnzyySc4deoUc4yYmBiio6MhJiYGOzs7eHp6wsvLS6juT1N89NFH+P7772FiYoLffvsNwcHBAOprDbFYLFy/fh0A3lkIkdJ9ocHNlHaBx+OBzWZ32DcjW1tb2NjY4JdffgFQH9yso6ODBQsWNBvcXFFRIfShaW9vDwsLC6Hg5qVLl2LJkiUA6qtLq6mp0eDmDqCsrAynT59GeHg4YmJioKamBjc3N3h4eMDa2hpsNht//fUX9u7di8jIyEZLkp1FTU2NkHWGjIwM1NTUoK6uDhkZGfB4PCQlJaFv376wtLQUqegJDQ3FggULEBYWBmdnZ5Fcp6eRnZ2NzZs3IysrC9nZ2dDS0kJycjIAMEtflJ4HFT6UNrFu3To8fvwYbm5uTHZER3L8+HHMnj0bv/32G2xsbLBjxw78/fffyMzMhLq6Ory8vKClpYWNGzcCqE9nHzNmDDZt2gQXFxccO3YMGzZsQFJSEszMzADU16/ZtGkTQkJCoK+vj5UrVyItLQ137959r3kqpf3gcrmIjY1FeHg4Tp8+DXl5edjY2CA6Oho7d+7EF1980dldbJLa2lq8evUKBQUFePXqFSQkJMDn8yEpKYmhQ4eK9CEaFRUFHx8fHDt2DFOmTBHZdXoiOTk5WLZsGWpqapgvRlT09Gyo8KG0mry8PMyZMwepqalgs9koLCzE2LFj8dVXX2HatGkd1o/du3cjMDAQeXl5sLKywq5du5hAybFjx0JPTw9//PEH0z40NBQ//PADHj16BCMjI2zZsgWTJ09m9hNCsHr1auzbtw/FxcX4+OOPsXfv3k4p+Eapp7KyEj/++CN+/vlnGBoaorS0FFOmTIGHhwfs7e277MNJYENRV1cHHo+Hvn37MjNB8vLy7TozGh0dDW9vb/z555+YOnVqu523N5Gfn8/MIlLR0/OhwofSak6ePInNmzfDz88Pnp6euH37Ng4fPoyTJ0/C2dkZe/fu7ewuUnoIx48fx5dffonQ0FA4Ojri4sWLCA8PR1RUFFgsFlxdXcHhcDB69Ogu4ywuWN5is9mwsrICACHrDDabzYggBQWFD1r+Onv2LDw9PREcHIzp06e30wh6L3w+v0tYmVBECxU+lFbz/fffIy4uDmFhYY3M+UpLSyEnJ8fUw6irqwObze7RHyZ79uxhZp4sLS3xyy+/NJtCvH//fhw6dIipGG1tbY0NGzYItZ8zZw5CQkKEjnNyckJsbKzoBtEFOXr0KHx8fJqMWamrq8PVq1cRGhqKqKgoVFdXw9XVFe7u7hg3blyb0s3bAx6Ph+TkZLBYLFhZWTVKgebz+Xjz5g3y8/NRWFgIQgjjH6akpNSqv5NLly5h+vTp+PXXX+Hp6UkzjyiUFkKFD6VVvHr1CnPmzEFcXBzWrFmDmTNnQllZuVG7qqqqXhEXc/z4cXh5eSEoKAi2trbYsWMHQkNDkZWV1ahEPwDMmjULI0eOhL29PSQlJbF582ZERkYiIyMDWlpaAOqFT35+Pg4ePMgcJyEhAUVFxQ4bV1cgPDwc/fr1w8SJE9/Zjsfj4caNGwgLC0NUVBRKS0vh7OwMDocDR0dHSEtLd0h/eTweUlJSQAjBkCFD3lv3hRCC4uJi5Ofno6CgADweD6qqqlBTU4OysvI7j7927Ro+/fRT7Ny5E97e3lT0UCitgAofSqs4c+YM1qxZA3V1dbx+/Rrp6enQ1dXF3Llz4evrCwkJCaSnp2PHjh1ISEiAmZkZ/Pz8MHLkSABgZoL4fD5YLFa3/8BurXXG2/B4PCgqKmL37t3w8vICUC98iouLmarSlJbD5/MRHx+PsLAwREZGorCwEBMnTgSHw4GTkxNkZWVFcl2B6OHz+Rg6dGiri90RQlBaWspYZ9TU1EBFRQVqampQUVERijmJi4uDh4cHNm/eDF9f327/N0ShdDQ9d/2BIhJu3boFcXFx/Pzzz7hx4wYSEhLg6emJ1NRU3L9/Hy9fvsSSJUtw584dfPfddwCAuXPnYsuWLQD+KwTWMPWdx+N1S9M/gXVGQ5uL91lnvE1FRQVqa2sbLRlevnwZampqGDx4MPz8/PD69et27XtPhc1mw87ODtu2bcODBw9w6dIlGBkZYd26ddDT08OMGTNw9OhRlJSUtNvvHI/HQ2pqKvh8fotmepqCxWJBXl4eRkZGGDlyJIYPHw5paWk8fPgQS5cuZWLnLly4gE8++QQ//fQTFT0UShuhMz6UFlNUVIR58+ZBQkIChw8fbrSfz+ejuLgYDg4OWLx4MWbPng2gvjR9VVUVJk+ejIiICGzatAk7duxg0ny7Ky9evICWlhZu3rwJOzs7ZvuyZctw5coVxMfHv/ccX3/9Nc6ePYuMjAxmafDYsWNM1eCcnBx89913kJWVRVxcHC2b30b4fD7S09MRFhaGiIgI3L9/H+PHj4e7uztcXFygqKjYJhHB5/ORkpKCuro6kaWsp6en46+//sLp06eZjMQlS5aAw+G0yC6CQqEIQ2d8KC0mLi4OOTk5zLKVAIF2ZrPZ6NevH6ytrbF8+XJs3LgRhYWFGDduHMaNGwcAuH79OhISErBp0yb4+vpCUlISgYGBqK2tbXQ9Ho8HHo8n+oF1Eps2bcKxY8cQGRkpFA81Y8YMuLm5wdzcHBwOB9HR0bh9+zYuX77ceZ3t5rDZbFhYWGDt2rW4c+cOUlJSYGdnh6CgIBgYGIDD4SA4OJgJOG4JfD4fqampIhU9AGBmZoZZs2ahuLgYixYtwty5cxEcHAxNTU04ODhg9+7dIpsRLCoqwqxZsyAnJwcFBQXMnTsX5eXlzbZ/9OgRs4T99is0NJRp19T+Y8eOiWQMFEojCIXSQqKjo4m2tjaRkpIifn5+5NKlS822DQkJIU5OTmT+/PmkqqqK2T548GBiYmJCzpw5Q0pKSsiBAweInp4eSUxMZNqUl5cTPp8vdL6333cFqquriZiYGImMjBTa7uXlRdzc3N55bGBgIJGXlye3b99u0bVUVFRIUFBQW7tKaQY+n0/u379PNm7cSIYPH0769OlDxowZQ37++Wfy4MEDUl5eTrhcbqNXWVkZuX79Orl48SIpLi5usk17vRISEoiqqipZtWqV0N/B06dPya5du8iYMWPInTt3RHJ/nJ2diaWlJbl16xa5du0aGThwIJk5c2az7evq6sjLly+FXmvWrCGysrKkrKyMaQeAHDx4UKhdZWWlSMZAobwNFT6UVhMTE0M8PDyItLQ0UVJSIj4+PoQQQq5cuUJu3bpFeDweqaurI5cuXSIaGhpk48aNhBBCzp07R7S0tMjBgweZc71584bo6OiQAwcOMNv27NlDHBwcyMSJE8nhw4dJXV1dh46vNdjY2JAFCxYw73k8HtHS0mLG3BSbN28mcnJyJC4urkXXePr0KWGxWOTEiRMf3F9K8/D5fJKbm0u2bt1KRo4cSfr06UPs7e3J5s2bSWZmJiOCioqKyCeffEKOHDkictGTnJxMNDQ0yPLlyztc/N+9e5cAEBLnMTExhMVikefPn7f4PFZWVuTLL78U2gag0RcGCqWjoEtdlBYjWHZydnZGREQEuFwuQkNDmTTsR48eYf369Th8+DDq6upgaGiIyspKJnYiIiIC2traGD58OHPOyspKmJqaIiUlhXmvqqqKJUuWwNLSEhs2bICvr2+zyw98Pp/pl8DYsqSkRCTjb4rFixdj//79CAkJwb179+Dn5wculwtvb28AgJeXF1asWMG037x5M1auXIng4GDo6ekhLy8PeXl5zPJBeXk5/P39cevWLTx69AgXLlyAu7s7Bg4cCCcnpw4bV2+ExWJBT08PS5YswbVr15Cbm4vp06fjzJkzMDMzg4ODA7Zt2wY3NzekpqbCzs4Offv2FVl/Hj58CFdXV8ycORPr16/v8EDmuLg4KCgoYNiwYcw2R0dHsNnsFsWvAUBiYiJSUlIwd+7cRvvmz58PFRUV2NjYIDg4uFsmOFC6KZ2tvCjdDx6PR2praxttz8vLI99//z3R1NQkKioqZMSIEcTa2poUFxcTQggxMzMjdnZ2QsfeuHGDGBsbk+DgYGZbw/3Xrl0j+vr65MKFC0LXqq2tJRUVFU32b/369cTR0ZFkZWV90Dhbyi+//EJ0dHSIuLg4sbGxIbdu3WL2jRkzhsyePZt5r6urSwA0eq1evZoQQkhFRQWZOHEiUVVVJX379iW6urrEx8eH5OXldchYKI3h8/nk5cuXZPfu3URNTY0oKCiQYcOGkR9//JEkJyc3uxz2Ia+7d+8SHR0dMn/+fMLj8Tpl3OvXryeDBg1qtF1VVZXs3bu3Refw8/MjJiYmjbavXbuWXL9+nSQlJZFNmzYRCQkJsnPnzg/uM4XSEqjwoXwQzX0op6amkgsXLpCioiJCSP0ymKSkJNHX1ydpaWmEkPp4AH9/f2JkZMS0+/HHH4mrqyuxsbEh/v7+5Nq1a8TOzo7s2LGDOfeJEyfI7NmzyeDBg8nQoUPJ3r17heIHCCEkOztbKLaIQvkQamtrybRp04i5uTnJzMwkv//+O5k0aRIRFxcnZmZm5Pvvvye3b99uFxGUnZ1N9PT0yLx580QiegICApoU3w1f9+7d+2DhU1FRQeTl5cnWrVvf23blypVkwIABbRoPhdJaqPChtBt8Pr/RTJAgPsfPz4+4uroSf39/4ubmRnbv3k2mTZtG+vfvzwTtbt++nbBYLLJp0yayd+9e4uLiQhQVFQmLxSIpKSmEEEJ27dpFBgwYQCZPnkzCwsLI1q1biaWlJdm8eTMhpH7WSSCiGsLj8bpkgHR7sXv3bqKrq0skJCSIjY0NiY+Pb7btwYMHGz3oJCQkhNrw+XyycuVKoqGhQSQlJcn48eNJdna2qIfRJamtrSUzZ84kZmZmpKCggNnO5/PJmzdvSEhICHFzcyOSkpJk8ODBxN/fn9y8eZOUlZW1WvTk5OSQgQMHkjlz5ogstq2goIDcu3fvna/q6mpy4MABoqCg0OheiImJkYiIiPde59ChQ6Rv375C96w5oqOjCQD6ZYXSIVDhQxEJb4sMS0tLEhAQQJ4+fUrWrl1LjIyMyKeffkpOnjzJtJk4cSLx8PAQOm758uVEQ0ODEEJIWVkZMTU1ZYKpBQimzAkhZMmSJcTGxoaZVWqqX521dCAqjh07RsTFxUlwcDDJyMggPj4+REFBgeTn5zfZ/uDBg0ROTk4oo+btpbRNmzYReXl5EhUVRVJTU4mbmxvR19fvlZk3WVlZZOTIkc3eTwElJSXkyJEj5JNPPiEyMjLEwMCAfPvtt+TKlSstEkG5ubnE2NiYfP75510ioF8Q3JyQkMBsO3v2bIuDm8eMGUM++eSTFl3rp59+IoqKim3uK4XSGqjwoYgMgfi5dOkSkZKSIqGhoUL73/5297///Y+MGDGC3L9/n5SUlJDffvuNqKurMxkhUVFRxMzMjJw+fVro/A1xdXUl3t7ezKxPVVUViYyMJLt37yYPHjxo9zF2BWxsbMj8+fOZ9zwej2hqajabWXbw4EEiLy/f7Pn4fD7R0NAggYGBzLbi4mIiISFBjh492m797k60drawvLychIaGkpkzZxI5OTmio6NDFixYQM6fP09KS0sbiZ7Hjx8TMzMz8tlnnzUZP9dZODs7kyFDhpD4+Hhy/fp1YmRkJJTO/uzZMzJ48OBGM4z3798nLBaLxMTENDrnyZMnyf79+8mdO3fI/fv3yd69e4m0tDRZtWqVyMdDoRBChQ+lA7hz5w5ZuXIlyczMJITU179p6kFy9+5dMmbMGCIjI0NcXFzIqFGjCIvFIjdv3iSEELJv3z5iaWlJ7t69Swj5b/ZG8KC4ffs2sbKyItu3byeEEPLixQsyfvx4oqurS0aMGEGkpaXJrFmzCJfLbbavDfuVlZVFKisru/QSWVtqCR08eJCIiYkRHR0dMmDAAOLm5kbS09OZ/Tk5OQQASU5OFjpu9OjRZOHChe09hB5PRUUFOXHiBPHy8iKKioqkf//+5P/+7/9ITEwMKSkpIc+ePSNWVlbE3d2dVFdXd3Z3hXj9+jWZOXMmkZWVJXJycsTb21soni43N5cAaFTTa8WKFURbW7vJ2dWYmBhiZWVFZGVliYyMDLG0tCRBQUE9biaW0nWhwofS5cjLyyPXr18nUVFRREZGhtn+4MEDwmKxmAwvgSAR/LthwwZib2/P1MeZPXs2MTExIVeuXCGE1GeQDRo0SKiO0NsIPnx//fVXYmNjQ/bt29fu42tPnj9/TgAw4lCAv78/sbGxafKYmzdvkpCQEJKcnEwuX75MXF1diZycHHn69CkhpP4+ASAvXrwQOu6zzz4j06ZNE81AegnV1dXkzJkzZO7cuURFRYUoKysTFRUV4uTkRONbKJQOgtbxoXQZeDwe+Hw+1NXVMXLkSLi7u6OgoIDZ379/f3h5eWHbtm3IyMgAl8tlSuQD9XYYhoaGMDMzw71793Dq1CmsWrUKo0ePRl1dHezt7WFsbIzo6Gjmem/DZrNx69YtBAQEYMOGDUw9HkGNoJ6AnZ0dvLy8YGVlhTFjxiAiIgKqqqr47bffOrtrPR5xcXFMmjQJv//+O16+fImDBw/C0NAQkZGRkJCQ6OzuUSi9Aip8KF0GMTExsNn//Ury+XxIS0sz76WlpeHv7w8ej4dhw4bBzs4O4eHhAIC0tDQUFhbCysoKsrKyyM7ORllZGT777DMA/7nCV1VVQUFBAZWVlUKGnwJhc+vWLWzcuBFTp07F+PHjmf407FdXQkVFBWJiYsjPzxfanp+fDw0NjRado2/fvhgyZAgePHgAAMxxH3JOyvvp06cPpkyZglu3bkFKSqqzu0Oh9Bq65qc5hYKmxcZHH32E2NhYvHr1CuvWrcPEiRMBAGFhYeByubCwsAAAPH36FFpaWhATEwOfz4eYmBhevnyJV69ewdDQsNkHzZ49ewDUV2QW9CE+Ph5JSUkAhGd+eDweU202OzsbQUFB7TTyliMuLg5ra2tcuHCB2cbn83HhwgUhx/h3wePxcOfOHfTv3x8AoK+vDw0NDaFzlpaWIj4+vsXnpFAolK4KFT6UboXAsV1GRgYcDgfm5uYAgEmTJsHHxwdDhw4FAJiamoLH4+H48eOMgAoODkZlZSXz8CYNSuSz2WxwuVycPHkSkydPhqmpKbPv8ePHcHJywt27d4XEmJiYGDOTlJWVhV9++aXReTuC1tpmrF27FufOncPDhw+RlJQET09PPH78GF999RWA+tmxb7/9Fj/99BNOnjyJO3fuwMvLC5qamuBwOB06NgqFQmlv+nR2ByiU1tBweYoQwggPOzs7odmIcePGwc3NDQEBAbh69SpevnyJM2fOYPv27fj4448B/Lf8xePxICYmhrCwMEhLS2PUqFFC1/n000/h7++P1NRUmJqaIj8/H7NmzcKkSZOwYMECSEhIQEtLC9ra2khISBDyNuoIpk+fjsLCQqxatQp5eXmwsrJCbGws1NXVAQBPnjwREmxv3ryBj48P8vLyoKioCGtra9y8eVNI7C1btgxcLhfz5s1DcXExPv74Y8TGxkJSUrJDx0ahUCjtDYt09NdTCkUE8Pn8JpfGIiIicPToUSgoKODzzz+Hg4NDs8d+8cUXqKysxG+//QZlZWUA/4krf39/3Lx5E8uWLUNAQADk5eWxc+dOjBgxAkD9UtCAAQOQnJwMQ0ND0Q6WQqFQKG2GLnVRegRvix6Bnp86dSpCQ0Oxf/9+ODg4NLkMxWazwefzQQiBpqYmZGVlmX11dXUAADMzM9y/fx/r1q3DlClTcOXKFYwYMQI1NTUAgPv370NCQqJHZX+1hT179kBPTw+SkpKwtbXFv//+22zbsWPHgsViNXq5uLgwbebMmdNov7Ozc0cMhUKh9FDoUhelR9JwGQv4b4lMsL0pBNleAgHDZrPRt29fpKenY/v27Xj16hX8/f3xv//9D+Li4iCEoE+f+j+h27dvw8TEBMXFxaIdWBfm+PHjWLx4MYKCgmBra4sdO3bAyckJWVlZUFNTa9Q+IiKCEY4A8Pr1a1haWjKZeAKcnZ1x8OBB5j1N+6ZQKB8CnfGh9GjExMSE4nWaQiBynj9/DgUFBQD/zSDt27cPHh4e0NHRgZ+fH9LT0yEuLg6gXkQJ2qWnp6Nfv37Q0tIS3WC6OD///DN8fHzg7e0NU1NTBAUFQVpaGsHBwU22V1JSgoaGBvM6f/48pKWlGwkfCQkJoXaKioodMZxuzfr162Fvbw9paWnmd/p9EEKwatUq9O/fH1JSUnB0dMT9+/eF2hQVFWHWrFmQk5ODgoIC5s6di/LychGMgEIRHVT4UHo9AvFib2+PyspKVFdXAwCcnJywbt06zJ8/HydPnoS5uTkSExPB5XJB6queAwByc3ORnZ0NfX19aGpqdto4OpOamhokJibC0dGR2cZms+Ho6Ii4uLgWnePAgQOYMWMGZGRkhLZfvnwZampqGDx4MPz8/PD69et27XtPpKamBp999hn8/PxafMyWLVuwa9cuBAUFIT4+HjIyMnByckJVVRXTZtasWcjIyMD58+cRHR2Nq1evYt68eaIYAoUiOjqjXDSF0hW5e/cu+e6775j3KSkpjOs7IfWGjIqKiow9hMBXSWCVITBP7Y20xTqjIfHx8QRAI7PLo0ePkhMnTpC0tDQSGRlJTExMyPDhw7uEe3l34H2GtAJaYkwrcGu/ffs20yYmJqbFbu0USleBzvhQKKif5jcxMWEKFxJCYGlpiSFDhjBt+vfvj5EjRzJLN+Li4uByudi6dSvc3d0xduzYzuh6j+DAgQMwNzeHjY2N0PYZM2bAzc0N5ubm4HA4iI6Oxu3bt3H58uXO6WgPJTc3F3l5eUIzdvLy8rC1tWVm7OLi4qCgoCBUrsHR0ZEp8kmhdBdocDOFgv+CngVp7CwWS6hOEFC/dHPq1CkUFhYCqH9Y7NmzB7q6uli2bFnHd7oL8SHWGVwuF8eOHcPatWvfex0DAwOoqKjgwYMHGD9+/Af1mfIfeXl5AMDUfhKgrq7O7MvLy2sUpN6nTx8oKSkxbSiU7gCd8aFQmuHtDDBByruqqioAYOvWrcjNzWUyjkgvLon1IdYZoaGhqK6uhqen53uv8+zZM7x+/Zqx1+hNLF++vMn0/4avzMzMzu4mhdLloTM+FEoLaVgrqLCwEKNHj8bo0aOZh/C7UuV7A4sXL8bs2bMxbNgw2NjYYMeOHY2sM7S0tLBx40ah4w4cOAAOh8PMtgkoLy/HmjVr8Mknn0BDQwM5OTlYtmwZBg4cCCcnpw4bV1dhyZIlmDNnzjvbGBgYtOncDY1pG4rK/Px8WFlZMW0KCgqEjqurq0NRURE1r6V0K6jwoVDagKqqKqZPn97Z3ehStNY6A6j3OLt+/TrOnTvX6HxiYmJIS0tDSEgIiouLoampiYkTJ2LdunW9spaPqqoqM9vY3jQ0phUIHYExrSAzzM7ODsXFxUhMTIS1tTUA4OLFi+Dz+bC1tRVJvygUUUAtKygUCqWH8eTJExQVFeHkyZMIDAzEtWvXAAADBw5kKpMbGxtj48aN8PDwAABs3rwZmzZtQkhICPT19bFy5UqkpaXh7t27jEfbpEmTkJ+fj6CgINTW1sLb2xvDhg3DkSNHOmegFEoboDE+FAqlR3H16lVMmTIFmpqaYLFYiIqKeu8xly9fxtChQyEhIYGBAwfijz/+aNSmNXYcnc2qVaswZMgQrF69GuXl5RgyZAiGDBmChIQEpk1WVhZKSkqY98uWLcM333yDefPmYfjw4SgvL29kTHv48GEYGxtj/PjxmDx5Mj7++GPs27evQ8dGoXwodMaHQqH0KGJiYnDjxg1YW1tj6tSpiIyMBIfDabZ9bm4uzMzM4Ovri6+++goXLlzAt99+i9OnTzOxRMePH4eXl5eQHUdoaGizdhwUCqXrQoUPhULpsbBYrPcKn4CAAJw+fRrp6enMthkzZqC4uBixsbEAAFtbWwwfPhy7d+8GUJ+xpq2tjW+++QbLly8X6RgoFEr7Qpe6KBRKryYuLk6ocB9Qb1ciKNzXHnYcFAql60CFD4VC6dXk5eU1WbivtLQUlZWVePXqFXg83juL+1EolO4DFT4UCoVCoVB6DbSOD4VC6dVoaGg0abUhJycHKSkpiImJtdmOg0KhdD3ojA+FQunV2NnZCVltAMD58+cZq40PseOgUChdDyp8KBRKj6K8vBwpKSlISUkBUJ+unpKSgidPngAAVqxYAS8vL6a9r68vHj58iGXLliEzMxN79+7F33//jUWLFjFtFi9ejP379yMkJAT37t2Dn5+fkB0HhULpPtClLgqF0qNISEiAg4MD837x4sUAgNmzZ+OPP/7Ay5cvGREE1Ns1nD59GosWLcLOnTsxYMAA/P7770J+YO+z46BQKN0HWseHQqFQKBRKr4EudVEoFAqFQuk1UOFDoVAoFAql10CFD4VCoVAolF4DFT4UCoVCoVB6DVT4UCgUCoVC6TVQ4UOhUCgUCqXXQIUPhUKhUCiUXgMVPhQKhUKhUHoNVPhQKBQKhULpNVDhQ6FQKBQKpddAhQ+FQqFQKJReAxU+FAqFQqFQeg1U+FAoFAqFQuk1UOFDoVAoFAql10CFD4VCoVAolF4DFT4UCoVCoVB6Df8P8siUXve8GW8AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1000x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Gráfico 3D del frente de onda\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "\n",
    "fig = plt.figure(figsize=(10, 7))\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "\n",
    "# Frente de onda en t0\n",
    "theta = np.linspace(0, 2*np.pi, 100)\n",
    "x, y = np.cos(theta), np.sin(theta)\n",
    "ax.plot(x, y, np.zeros_like(x), 'cyan', lw=2, label='Frente de onda en $t_0$')\n",
    "\n",
    "# Partículas entrelazadas\n",
    "ax.scatter([0.5, -0.5], [0.5, -0.5], [0, 0], s=80, c='magenta', \n",
    "           label='Partículas entrelazadas')\n",
    "\n",
    "ax.set(xlabel='Espacio (x)', ylabel='Espacio (y)', zlabel='Tiempo (t)')\n",
    "ax.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "m3n4o5p6",
   "metadata": {},
   "source": [
    "## 2. Demostración Matemática\n",
    "Función para calcular $dt$:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "q7r8s9t0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Ejemplo: dt = 1.00\n"
     ]
    }
   ],
   "source": [
    "def calcular_dt(ds, dv):\n",
    "    return (ds**2 + dv**2)**0.5\n",
    "\n",
    "print(f\"Ejemplo: dt = {calcular_dt(0.6, 0.8):.2f}\")"
   ]
  }
 ],
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