diff --git a/Autograd5BoundaryGradients.ipynb b/Autograd5BoundaryGradients.ipynb index dd4eb89c..92e93255 100644 --- a/Autograd5BoundaryGradients.ipynb +++ b/Autograd5BoundaryGradients.ipynb @@ -7,15 +7,15 @@ "source": [ "# Inverse design optimization of a waveguide taper\n", "\n", - "> Note: native autograd support is an experimental feature in tidy3d 2.7. To see the original implementation of this notebook using jax and the adjoint plugin, refer to [this notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/AdjointPlugin5BoundaryGradients/).\n", - "\n", "In this notebook, we will show how to use tidy3d to optimize a taper with respect to the boundaries of a structure defined using a `PolySlab`.\n", "\n", "We will apply this capability to design a non-adiabatic waveguide taper between a narrow and wide waveguide, based loosely on `Michaels, Andrew, and Eli Yablonovitch. \"Leveraging continuous material averaging for inverse electromagnetic design.\" Optics express 26.24 (2018): 31717-31737`.\n", "\n", "\"Schematic\n", "\n", - "We start by importing our typical python packages, plus `tidy3d` and `autograd`." + "We will show two parametrization methods to ensure that the final taper design is smooth and free of sharp curvature changes. The first method applies a [curvature penalty](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.plugins.autograd.invdes.make_curvature_penalty.html) to the objective function. The second uses a [differentiable spline interpolation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.plugins.autograd.primitives.interpolate_spline.html) to ensure a smooth design.\n", + "\n", + "We start by importing our typical python packages, plus `tidy3d`, `autograd`, and `optax`." ] }, { @@ -29,6 +29,7 @@ "import autograd.numpy as anp\n", "import matplotlib.pylab as plt\n", "import numpy as np\n", + "import optax\n", "import tidy3d as td\n", "import tidy3d.web as web" ] @@ -106,7 +107,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -139,7 +140,7 @@ "metadata": {}, "outputs": [], "source": [ - "def make_taper(ys) -> td.PolySlab:\n", + "def make_taper(xs, ys) -> td.PolySlab:\n", " \"\"\"Create a PolySlab for the taper based on the supplied y values.\"\"\"\n", " vertices = anp.concatenate(\n", " [\n", @@ -166,7 +167,7 @@ "outputs": [ { "data": { - "image/png": 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N0icIdgAAAG3QdXG1tbUmxOmIXFFxsWzcsMGM0qVluiUtkC2pI3zSr2CgpAeyxeWOf6yK/xkAAAAkgMbGRqmoqDAhLhQKSbAkJIcOHDTXZQ7wiuR7JHvSEHEXeCU1z2NG4xINwQ4AADjSrl27zq2NCxbLh5VV8umnn0qqO03SA15JHZQl/cZ9VtILvOLKTJdkQLADAAC2d+rUKamsrDQhTo/iYLHs3bPXXJfRL1tS8jPFc81nJL3QJ2n9syTFlXijcZ1BsAMAALazf/9+Mxqnh4Y4nWJtOtEkrrRUcQe84srPktzLR0h6oVdSs9xiFwQ7AACQ9AXA69evj2xyeL+4SHZs226uc/s84vJnSfrnCyS7wCdp+VmSkmrfGl+CHQAASLoC4NLSUhPigsGglJaVSWNDg6S4XJLh95rKkdwbhzevjfO6E3KTQ28h2AEAgKQpANbRuC3RBcD+LEm7YoDkBYZIuj9bUtJTxckIdgAAIKkLgHEOwQ4AACRcAXC6xy2p/sQrAE50PEIAAKBP2KEAONER7AAAQK8VAEdG42xSAJzoCHYAAOCCOaUAONER7AAAwAUXAK9ZUyEnm84WAPu9pjsud/QIMxpnpwLgREewAwAAnSoAjq4ciS0A9oj7qgLxOqAAONER7AAAQAwKgJMXwQ4AAAdrWQCsmxw2V9ecKwAOZEna6AGSV0ABcDIg2AEA4CAUANsbwQ4AAAcWAKdluiUtkC2pw33Sr5ACYLvgGQQAwGYFwJHKkVBQPjl4yFyX2V8LgDMpALa5pAl2ixYtkl/96leyadMm8Xg88oUvfEEWL14sl112WbxPDQCAuBUAR6+Na1UAPDhL+o2nANhJkibYvf/++zJv3jyZMGGC+aV95JFH5Oabb5aNGzdKdnZ2vE8PAIA+KwDWMKeVI/uiC4D9HvFMHGRCHAXAzpU0wW7FihUxny9btkwCgYAZcr7uuuvidl4AAPR5AXDAK658CoCRxMGupaNHj5qP/fv3b/c2TU1N5rAcO3asT84NAIALKQDWadXttdtaFQBnF3glPT+bAmDYK9jpbp758+fLtddeK6NHj+5wXd7ChQv79NwAAOhMAXBZWZkJcbEFwCmS4T9bOXLjMHEX+CgARpekhHUvdJKZO3euvPXWW+Yvw6BBg7o0Yjd48GAz2peTk9NHZwsAcDIdjKipqYlZGxdTAOzPkjQdidODAmBbqlu1XS5qzJYtNVu6dX/NL7m5uZ3KL0k3YnfffffJG2+8IUVFRR2GOpWRkWEOAAD6ugDYvB1XKNS6ADifAmD0nqQJdjqweP/998vy5cvlvffek0svvTTepwQAcDh9bdq6dWtkbVxxMNi6AHiET/oVUACMvpE0v2FadfLyyy/L66+/Lj6fT/bt22cu16FJ7bUDACCuBcADtADY01wAXOiV1H4UAKPvJU2wW7p0qfk4efLkmMuff/55ueuuu+J0VgAAuxcAR96OiwJgJIGkCXZJuMcDAJCkBcDN06rFsje6ADg/UzzXfEbSC30UACNhJU2wAwCgJ1EADDsi2AEAHFcArJUjO7ZtjyoAzjIFwN4Cn6TlZ1EAjKRFsAMAOLIAOPfG4ZKumxy81GLBPgh2AICkptUi1dXVMW/HFVMAHMiWtNEDJK9gCAXAsD2CHQAgKQuANcSFzEYHCoABC8EOAJDQjQi1tbXnKkeKiykABjrA3wAAQMIVAGuIC4VCFAADXUSwAwDEtQA4+u24qiorzxUA+ykABrqKYAcA6PMCYA1zWjmyjwJgoEcR7AAAvVoAbCpHQkEKgIE+QLADAPRBAbDHFABnF3glPT+bAmCglxDsAADdKgAuLS01QU4LgMvKy6Xh+HFJcbkkw+89VwCsa+O8bjY5AH2EYAcA6FoBcHGRbK7ZHFsAfHl/ySu4mAJgIM4IdgCAThUA66hbRr6XAmAggRHsAMDhBcBbt26NqRyhABhIXvwNBQAHFgBriDNBrr0CYN2pmkcBMJBsCHYAYPMC4MjbcQWL5cPKqnMFwIGzBcATLjN/dmXykgAkO/4WA4ANC4Cbp1WLZW90AbDf01wAXOCTtAEUAAN2RLADgCQvANZDQ5xOsTadaFEAfPkISdf3VaUAGHAEgh0AJGEBsE6rbq/dFlMAnP55LQD2SVp+FgXAgEMR7AAggQuATeVIKCSlZWXS2NBAATCADhHsACDOtFqkpqYmsjZO345ri1UAnJ0pqX6PpF0xQPICQygABtAhgh0AJEgBsKSIZOb7zGgcBcAAuoNgBwC9XABcW1sbtVOVAmAAvYd/QQCgFwqAdZODro0LloTk0IGD5joKgAH0NoIdAFxgAXDk7bhCQan6oDK2AHhQlvQbTwEwgL7BvzIA0MUC4EjlSHFRbAFwfmZzAXChT9L6UwAMoO8R7ACgkwXAa9ZUyMmmFgXAo0eYyhEKgAEkAoIdAEQVAFvvq6qVIzu2bY8qAM4S91UF4qUAGEACI9gBcKSWBcBl5WXScJwCYADJjWAHwPa0WqS6ujpmbdzmmALgLEkbTQEwgORHsAPgmAJgHXXLyPdKSj4FwADsiWAHwBYFwOdG44opAAbgWPwLB8A+BcD9vSJ+CoABOBfBDkBC271797m342qvAHjcZ5s3OWSmx/t0ASCuCHYAEq4AOLpyZF90AbDfQwEwAHSAYAcgYQqAdYq16URUAbCfAmAA6AqCHYA+LQCOrhzZbhUA53jMuzikf75AsikABoBuI9gB6LUC4LKyskgB8KrSUmlsOFsAHPCZ91U1BcCFXkn1ZsT7dAHAFgh2AHq+ADhYLJura8x16VkZkho4WwBcQAEwAPQmgh2AbhcAa5ALhkKRAmBJEcnM19E4CoABIB4IdgA6VQBs7VSlABgAEldS/QtcVFQkS5YsMTvn9u7dK8uXL5cZM2bE+7QAWzlx4oT5O2atjaMAGACSR1IFu+PHj8uYMWNkzpw58qUvfSnepwPYwq5duyJr4ygABoDkllTBbtq0aeYA0D0nT56Uqqqq9guA8zPFM3GQCXEUAANA8kmqYNdVTU1N5rAcO3YsrucDxKsA2IzGmQLgtXKy6WwBsJ8CYACwG1sHu0WLFsnChQvjfRpAnxYAW++rqpUjO6wCYJ9HXH6PuK/SAmCvpOdnUwAMADZk62D38MMPy4MPPhgzYjd48OC4nhPQU44cOSKlpaUmxAWDQSktKztXAOz3mvdVNQXAujbO62aTAwA4gK2DXUZGhjmAZKfVIjU1NVGVI0VSYxUAZ2dKqj9L0q4YIHkBCoABwMlsHeyAZC8ANpUjJsyVyNEjR82oW0Z+82gcBcAAgKQOdvpit2XLlsjnWppaWVkp/fv3l4svvjiu5wb0agHwcK/0K7iIAmAAQIeS6hVizZo1MmXKlMjn1vq52bNny7Jly+J4ZkDnNTY2RgqAre64Tw4eMtdlDvCKDMhsLgAu9EpqPwqAAQA2DXaTJ082oxtAshYA607VDyurYguAB2dJv/EUAAMAHBbsgER36tQpszyg3QJgv4cCYABAryHYAT1QAKyHFgCvWVPRdgGwjsxlUwAMAOhdBDugiwXA0dOq22u3mesoAAYAJAKCHdCOw4cPmwJgDXKhUMgUADccP26mTzP8PgqAAQAJh2AHnC0Arq6ujlkbt6Vms7kuPStDUgNZknZ5f8kruJgCYABAwiLYQZxeABwMhUwB8LGjxygABgAkNYIdHFUAbHrjgsHWBcAjfNKvYCAFwACApMYrGGxbAGytjWtVAJzvaS4ALvBKah4FwAAA+yDYwVYFwDoaV1VZ2U4BsE9cmfzKAwDsi1c5JG0BcHOQK5a90QXA+ZniueYzkl7oowAYAOA4BDskbwFwwCuu/LMFwDqtmkUBMADA2Qh2SLgC4OjKkR3btkcVAGeZAmBvgU/S8rMoAAYAoAWCHeJeAKxBTjc5lJVrAXCDpLhckuH3nisALvRKqjcj3qcLAEDCI9ihTwuArU0OMQXA2ZmS6s+StNEDJC8whAJgAAC6iWCHXlFXV2cKgE3liNnoEDIFwJIikpnf/HZcFAADANCzCHa4YBQAAwCQGHiFRZdRAAwAQGIi2KFTBcDWTtWiYLF8WFl1rgDYH10A7BVXZnq8TxcAAMci2CHGyZMnTQGwtcmhqLhI9u3dd64A2O+hABgAgARFsHM4qwDYeheHioq1sQXAgSzJvYICYAAAkgHBzkE6WwCcXeCV9PxsCoABAEgyBDsHFABriAsGg7EFwAGvpOSfLQDWtXFeN5scAABIcgQ7mxYA6yaHzdU15rr0rAxJDWRJ2uUDJK+AAmAAAOyKYJek6uvrTQGweTuutgqA8ykABgDAaQh2SVYAbCpHiospAAYAAK2QABLQiRMnTAGwGY0LhSRYEpJDBw6a6ygABgAA7SHYJVgBsL6LQ9UHlecKgANeSR2UJf3GUQAMAAA6RrBLxALgiYNMiKMAGAAAdAXBrg8LgIOhoKxZUxFbAOynABgAAPQMgl2fFgB7TAGwt8AnaflZFAADAIAeRbDroQLgYi0ALiuTxoazBcB+r5lWpQAYAAD0FYJdFypHNm3aFDMat6Vmc2wB8BUDJC9AATAAAIgPgl0nHT16VD73uc9RAAwAABIWwa6Lcm8YLpnDB8T7NAAAAFph9X5X8YgBAIAERUwBAACwCYIdAACATRDsAAAAbIJgBwAAYBMEOwAAAJsg2AEAANgEwQ4AAMAmki7YPfvss3LJJZdIZmamXHPNNVJeXh7vUwIAAEjOYDd79mwpKiqSeHjllVfkwQcflMcee0zWrl0rY8aMkVtuuUX2798fl/MBAABI6mCn75l60003yYgRI+Txxx+X3bt3S1958skn5d5775W7777bvG/rc889J1lZWfKzn/2sz84BAADANsHutddeM2Fu7ty5ZgRNp0WnTZsmr776qpw6dap3zlJETp48KRUVFSZUWlwul/l81apVbd6nqalJjh07FnMAAADYVbfW2Pn9fjMlWlVVJWVlZTJ8+HD56le/KgMHDpRvfOMbsnnz5h4/0YMHD8rp06eloKAg5nL9fN++fW3eZ9GiRZKbmxs5Bg8e3OPnBQAAYIvNE3v37pWVK1eaIzU1Vf70T/9U1q1bZ6ZJn3rqKYm3hx9+2EwdW8fOnTvjfUoAAAC9Jq2rd9Dp1l//+tfy/PPPy+9+9zu58sorZf78+fKVr3xFcnJyzG2WL18uc+bMMaN3PSU/P9+Ex48//jjmcv28sLCwzftkZGSYAwAAwAm6HOwuuugiOXPmjNx5552mamTs2LGtbjNlyhTp16+f9CS32y3jxo2Td955R2bMmGEu0/PQz++7774e/V4AAACOCHY6xXr77bebHrn2aKirra2Vnqbr+rRuZfz48XL11VfL008/LcePHze7ZAEAAJyuy8FON0nEyx133CEHDhyQRx991GyY0NHCFStWtNpQAQAA4ERdDnbxptOuTL0CAADY4C3FAAAA0DaCHQAAgE0Q7AAAAGyCYAcAAGATBDsAAACbSLpdsfFWt2qHyBmR9AKvuLxuSUlJifcpAQAAGAS7TtLSZX2rtPkPfkO2v7PFXOb2ecTl90hagdcEvfT8bElJZRAUAADEB8GuC/StzPTYv3+/rFq1yhxFxUVSUbFW6pt2iCstVdx+r7j8Wc1Br9ArqVnueJ82AABwCIJdNwQCAZk+fbo51MmTJ6WqqkpKSkrMURQsln0fbjbXZfTLlpT8zOagV+CTtAFZkuJi+hYAAPS8lHA4HBaHOHbsmOTm5srRo0clJyenV7/Xrl27zIieBr3iYFCqKivl008/lVR3mqQHvJJqjerpWr3M9F49FwAAED91q7bLRY3ZsqWmeSlXb+YXgl0faWxslIqKChP2QqGQBEtCcujAQXNd5gCvSL7HhDx3gVdS8zxsygAAwCbqCHb2C3Yt6cNeW1trRvSa1+oVy8YNG+TMmTOSlumWtEC2pAZ0VM8n6YFscbmZNQcAIBnV9WGwIy3EiY7IDR061ByzZs0yl9XV1cnq1atN2AuZ9XohObJmt0iKSGa+T1L8zaN6GvZSczIY1QMAADEIdgnE5/PJDTfcYA6lo3fV1dWRtXq6A3fzu82bMtKzMsw6vUjVij9bUtJT4/wTAACAeGIqNskcPnxYSktLTdjTTRllZWXS2NAgKS6XZPi9ZlTPrdO3FCgDAJAQmIpFu/Ly8mTatGnmUKdPn5YNGzbEVK1QoAwAgDMxYmdDWqCso3rNVSvFsmZNhZxsaootUC5sDnsUKAMA0LsYscMFFyh/8YtfNEfLAmXr3TL2tlWgXOiTtP4UKAMAkKwYsXMoCpQBAOgb9Nj1EoJdNwuU+3tFzlatUKAMAEDXEOx6CcGu6wXK56pWKFAGAKA7WGOHhCpQnjlzprmsvr5eysvLTdgLhkKtC5T1bdHMpgwKlAEAiAeCHTrN6/W2W6Csx/umQLnmXIFy4GyBcoACZQAA+gLBDt3mcrlk1KhR5pgzZ06rAmUd1dM/1zfspEAZAIA+QLBDnxUoW6N6VoFyRo7HTN9SoAwAQM9g8wTiUqBsTd9qp15FxdrWBcqmV48CZQBA8qtj8wTsXqA8ffp0cygKlAEA6BmM2CEhUaAMALCLOnrsegfBLnlRoAwASFZ1BLveQbBzRoFyusctqX4KlAEAiYE1dkA3CpTr6upk9erVZkQvZNbrlVCgDABwFIIdbMPn87VboGxG9YLFsQXK/rMFynpQoAwAsAGmYuEoWqBcVlYW2ZRRXl4mDccbKFAGAPQapmKBXixQnjp1qjmsAuX169dHRvW0QHnH+ua/eO4cj7jOFihr2EvLz6JAGQCQ0BixA9opUNagFwwFZc2ainMFygGvuPKzzq7Vo0AZAHB+jNgBCVagXFlZGdWrV0yBMgAgITFiB3SzQDnyThnBYvmwsqqdAmWfuDL5/xMAOFkdPXa9g2CH3i5Q1rBnRvVCQfnk4CFzXeYAr4hWrVCgDACOVMdULJBcPB6PTJo0yRzRBcpW0NMC5Y+CG6XuzBlJy3RLWoACZQBAz+PVBOjlAuVZs2bFFChr0NMC5ZKSUOsC5bNr9ShQBgB0B8EOiGOBck1Nzbm1esVFUvMeBcoAgO5jjR2QoAXKwVBIyspKKVAGgCRXxxq71n7wgx/Im2++aWon3G63HDlyJN6nBPRZgbI1qhdToOzziMvvOTeql59NgTIAOFzSBDvtErv99tvlj/7oj+SnP/1pvE8H6BOpqakyZswYc8ydO7fdAuX6ph0UKAMAkifYLVy40HxctmxZvE8FSLgC5aqqqnNVKxQoA4BjJU2w646mpiZzRM9RA3ajSxMmTJhgjgceeCBSoGyN6pkC5bIqqaNAGQBsz9b/oi9atCgy0gc4yaBBg8zSBT2iC5Q17IVCoeYC5Q/2mOsoUAYA+4jrrtgFCxbI4sWLO7zNRx99JCNHjox8rlOx8+fP79TmibZG7AYPHsyuWDie/rXfunWrCXrNVSvFsnHDBlPBQoEyAPQsx+yK/Yd/+Ae56667OryNFrx2V0ZGhjkAxNIRuWHDhpkjukC5vLy8eVSvvQJlsymDAmUASFRxDXZ+v98cABKjQPnGG280R7sFyu9GFSgHsiQtQIEyACSSpJlf2bFjh3zyySfmo3Z7aZ+dGj58uHi93nifHmA7LpfLLIPQY86cOa0KlIuDQSkvL5PD5TspUAaABJE07zyhU7YvvPBCq8vfffddmTx5cqe+Bu88AfQsq0DZ2oFrCpS3bTfXuXM84spvLlDWsJeWn0WBMgBHquvDNXZJE+x6AsEO6H1WgbIe2qmnBconm5ooUAbgWHVO2TwBwHkFytqrt48CZQDoFYzYAehz0QXKulavqrJSPm2zQNkrrsz0eJ8uAFwQpmJ7CcEOSExWgXLkbdG0QPngIXMdBcoAkl0dU7EAnMTj8cikSZPMofT/m7W1tVHvfxuUjcENUkeBMgB0iH8NASQcHZHTcnI9rALl+vr6SIFyMBSiQBkA2kCwA5AUtK/yhhtuMEfLAuXmUb1iCpQBOB7BDoCtCpRLS0vPVq0ETZlyPQXKAByEYAfANvLy8mTatGnmaLdAef2WVgXKZlQvP5sCZQBJj12xABylwwJlv1dcUVUrqdkUKAO4cOyKBYBEK1DWt0UbQIEygMTGiB0AtFOgrIdO335YWUWBMoBuo6C4lxDsAHS3QHnt2rVmRC8UClGgDKBLCHa9hGAHoCdEFyjrqF5RcbFs3LDBVLBQoAygJdbYAUACo0AZQKIi2AFALxYo69StGdULFstmCpQB9DKmYgGgj1gFyjqFq6N6WqDc2NBAgTJgc3VMxQKAcwqUo6tWrALljByPmb6lQBlAVzBiBwAJWKBsvf9tRcXatguUC72SmkWBMpAM6hixAwBn6qhAuXkHbpHsbatAudAnaf0pUAacjhE7AEjSAuXmUb2gVFVWUqAMJLA6eux6B8EOgF0LlCsqKkzYa1Wg3N8r4qdAGYgngl0vIdgBcHqBcrrHLal+CpSBvsQaOwBAjxYo19XVyerVq82IXsgEvhJToKy3zchvrlppnr6lQBlIZgQ7AHAAn8/XqkC5uro6slbv/eIi2fJu86aM9OxMSfWfrVrREmUKlIGkQbADAAdyuVwyatQoc8yZMydSoKylyVaBspYp1zfspEAZSCIEOwBApEB56tSp5oguUI4e1bMKlN05HnFRoAwkHDZPAAA67eOPP456W7SgrFlT0bpAubA57FGgDDRj8wQAICEVFBS0W6BsvVsGBcpA/DBiBwDo8QLlSNVKsFg+rKyiQBmOVkePXe8g2AFA/AuUgyUhOXTgoLmOAmU4QR3BrncQ7AAgcQqUrU0Z0QXKaZluSQtQoAx7qWONHQDACQXKM2fONJfV19dLeXm5CXtatVJSEjIFypIikpnvk5T8swXKhRQoAx0h2AEA4s7r9bZboKyHVq1sfq/GXJeelWFG9NK0PFnDHgXKQARTsQCApKAFylq1Yo3qlZWVSsPxBgqUkfDqmIoFAKB1gfK0adPMYRUor1u3LmZUr60CZQ17aflZFCjDERixAwDYxv79+yNBTzv1YgqUA2cLlM9WrVCgjL7CiB0AAN0QCATaLVA2vXrFRbK3igJl2BcjdgAAxxUoW6N6WrVSVVnZToGyT1yZjH/gwtFj10sIdgCAtgqU165da0b1tEC5OBSUTw4eMtdlDvCKnK1aoUAZ3UWw6yUEOwBAZwuUo6dvN27YaCpY0j1uSfVToIyuYY0dAAAJUKA8a9Ysc1ldXZ2sXr26eVSvpKTtAuXC5ulbCpQRTwQ7AADOw+fztSpQrqmpMUHPvC1asFg2v3u2QDk7U1L9zVUrumaPAmX0paQIdtu2bZPvfe978vvf/1727dsnAwcONP+L+va3vy1uN9vVAQB9y+VyyciRI80xZ86cSIFyWVlZ5P1vV68ul8PHd1KgjD6VFMFu06ZN5n9HP/7xj2X48OGyfv16uffee+X48ePyxBNPxPv0AAAwBcpTp041h1WgrK9X1lq9mAJln0dc1qieHvnZFCijRyTt5oklS5bI0qVLZevWre3epqmpyRzRiw8HDx7M5gkAQGIWKOdnnV2rR4GyndSxeeL89Ifr379/h7dZtGiRLFy4sM/OCQCACylQ1lG9fR9SoAyHjdht2bJFxo0bZ6ZhdUq2PYzYAQCSzc6dO88VKAeL5cPKqnYKlL3iykyP9+miExzTY7dgwQJZvHhxh7f56KOPzOJUy+7du+X666+XyZMny09+8pMufT967AAAyV6gHCwJyaEDB811FCgnhzqnBLsDBw7IoUPN7d7t0R4ha+frnj17TKCbOHGiLFu2zOxK6gqCHQDALgXKOqJn7cDduGGD2WSYlumWtAAFyonGMcGuK3SkbsqUKWYK9qWXXpLU1K53AhHsAAB21FaB8rGjx84VKPubR/UoUI4PNk+0Eep0pG7IkCFmXZ2O9FkKCwvjem4AACRigXJ1dXVkVE934Na0LFDW8mQNexQo20pSBLuVK1eaDRN6DBo0KOa6JBlwBACgz+hSpVGjRpmjrQLlYCgkpaWlUl9OgbLdJM1UbE9gKhYAAGm/QHnbdnOdO8cjrnwKlHsKa+x6CcEOAIDzFyg3j+oFYwuU/V5xadUKBcpdxho7AACQUAXKWrVSHApSoJzgGLEDAACdtmvXrqhNGUGpqqykQPk8mIrtJQQ7AAB61okTJ6SiooIC5Q4Q7HoJwQ4AgN6lsWLr1q3n3haNAmVhjR0AAEhKOiI3bNgwc8yaNSumQFmDnlataIHykTW7zxUo66ie2ZRBgfKFItgBAIA+L1CuqakxU7dmVC9YLJutAuWsDDOiR4Fy9zAVCwAA4i66QFk3ZeifGxsabFGgXMdULAAAcJK8vDyZOnWqOdosUC56X3asbw5GFCi3jxE7AABgnwLlAu3VS6wCZUbsAAAAulCg3DyFWyx7HV6gzIgdAACwjV0JWKBMj10vIdgBAOAsjY2NkQJlM4UbXaDc3yvi7/0CZaZiAQAAeoDH45FJkyaZQ+l4Vm1trRnVM+9/GwzKxuAGqbNJgXJynS0AAMAFSElJkaFDh5pj5syZ5rL6+nopLy8/uylDu/VKkrZAmWAHAAAczev1tipQrq6ujqzViylQzs6UVP/ZqpVA4hUoE+wAAACiuFwuGTVqlDnmzJkTKVAuLS01Yc8qUK5v2JlwBcoEOwAAgE4UKE+bNs0cVoHyunXrTNAzBcrFRZEC5Ywcj5m+1VE9DXvh0323T5VdsQAAAD1YoNw8qlccKVBWIy77rNRsqu7W16XupB0EOwAA0FeiC5QnT54sY8aM6dbXoe4EAAAgztxut0yYMMEcfYV3zAUAALAJgh0AAIBNEOwAAABsgmAHAABgEwQ7AAAAmyDYAQAA2ATBDgAAwCYIdgAAADZBsAMAALAJgh0AAIBNEOwAAABsgmAHAABgEwQ7AAAAm0gTBwmHw+bjsWPH4n0qAAAAnWLlFivHdMRRwa6urs58HDx4cLxPBQAAoMs5Jjc3t8PbpIQ7E/9s4syZM7Jnzx7x+XySkpIiTqf/A9CQu3PnTsnJyYn36aAdPE/JgecpOfA8JT6eo9Y0qmmoGzhwoLhcHa+ic9SInT4YgwYNivdpJBz9i8NfnsTH85QceJ6SA89T4uM5inW+kToLmycAAABsgmAHAABgEwQ7B8vIyJDHHnvMfETi4nlKDjxPyYHnKfHxHF0YR22eAAAAsDNG7AAAAGyCYAcAAGATBDsAAACbINgBAADYBMEOrTQ1NcnYsWPNu3NUVlbG+3Rw1rZt2+See+6RSy+9VDwejwwbNszsHDt58mS8T83xnn32WbnkkkskMzNTrrnmGikvL4/3KSHKokWLZMKECeZdhwKBgMyYMUOqq6vjfVo4jx/+8IfmdWj+/PnxPpWkQrBDKw899JB52xIklk2bNpm3xfvxj38sGzZskKeeekqee+45eeSRR+J9ao72yiuvyIMPPmhC9tq1a2XMmDFyyy23yP79++N9ajjr/fffl3nz5klpaamsXLlSTp06JTfffLMcP3483qeGdqxevdr8W3fllVfG+1SSDnUniPHWW2+ZF6n//d//lcsvv1w++OADM3qHxLRkyRJZunSpbN26Nd6n4lg6QqejQc8884z5XMO3vs/l/fffLwsWLIj36aENBw4cMCN3Gviuu+66eJ8OWqivr5errrpKfvSjH8n3v/998xr09NNPx/u0kgYjdoj4+OOP5d5775UXX3xRsrKy4n066ISjR49K//79430ajqXT4BUVFXLTTTfFvCe1fr5q1aq4nhs6/nuj+LuTmHR09dZbb435e4XOS+vCbWFjOnB71113yde//nUZP368Wc+FxLZlyxb5j//4D3niiSfifSqOdfDgQTl9+rQUFBTEXK6f69Q5Eo+OqOqarWuvvVZGjx4d79NBC7/4xS/MkgadikX3MGJnczoVpItPOzr0BUgDQl1dnTz88MPxPmXH6exzFG337t0ydepUuf32280oK4DOjwatX7/eBAgklp07d8oDDzwgP//5z81GJHQPa+wcsJbk0KFDHd5m6NCh8uUvf1l+85vfmBBh0ZGI1NRUmTlzprzwwgt9cLbO1NnnyO12mz/v2bNHJk+eLBMnTpRly5aZqT/EbypWly28+uqrZqelZfbs2XLkyBF5/fXX43p+iHXfffeZ56SoqMjsLkdiee211+S2224zrzvRr0P6uqT/zmljQ/R1aBvBDsaOHTvk2LFjkc81POjOPn3B0sXhgwYNiuv54dxI3ZQpU2TcuHHy0ksv8Y9cAtC/H1dffbUZ9bam+i6++GITItg8kRj0ZU43syxfvlzee+89GTFiRLxPCW3QWaPt27fHXHb33XfLyJEj5Vvf+hZT553EGjsY+kIUzev1mo/alUaoS5xQpyN1Q4YMMevqdKTPUlhYGNdzczLdRa4jdLo2VQOe7t7TGg19QULiTL++/PLLZrROu+z27dtnLs/NzTWdkEgM+ty0DG/Z2dkyYMAAQl0XEOyAJKH9W7phQo+WYZuB9/i54447TMh+9NFHTWDQaoYVK1a02lCB+NFKIKX/MYr2/PPPm01jgJ0wFQsAAGATrLoGAACwCYIdAACATRDsAAAAbIJgBwAAYBMEOwAAAJsg2AEAANgEwQ4AAMAmCHYAAAA2QbADAACwCYIdAACATRDsAAAAbIJgBwDddODAASksLJTHH388cllJSYm43W5555134npuAJwpJRwOh+N9EgCQrP7v//5PZsyYYQLdZZddJmPHjpXp06fLk08+Ge9TA+BABDsAuEDz5s2Tt99+W8aPHy/r1q2T1atXS0ZGRrxPC4ADEewA4AI1NjbK6NGjZefOnVJRUSFXXHFFvE8JgEOxxg4ALtAf/vAH2bNnj5w5c0a2bdsW79MB4GCM2AHABTh58qRcffXVZm2drrF7+umnzXRsIBCI96kBcCCCHQBcgG9+85vy6quvSlVVlXi9Xrn++uslNzdX3njjjXifGgAHYioWALrpvffeMyN0L774ouTk5IjL5TJ/Li4ulqVLl8b79AA4ECN2AAAANsGIHQAAgE0Q7AAAAGyCYAcAAGATBDsAAACbINgBAADYBMEOAADAJgh2AAAANkGwAwAAsAmCHQAAgE0Q7AAAAGyCYAcAACD28P/wrq2q/D2NWQAAAABJRU5ErkJggg==", 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", "text/plain": [ "
" ] @@ -177,7 +178,7 @@ ], "source": [ "# sanity check to see the polyslab\n", - "taper_geo = make_taper(ys0)\n", + "taper_geo = make_taper(xs, ys0)\n", "ax = taper_geo.plot(z=0)" ] }, @@ -196,7 +197,7 @@ "metadata": {}, "outputs": [], "source": [ - "def make_sim(ys, include_field_mnt: bool = False) -> td.Simulation:\n", + "def make_sim(xs, ys, include_field_mnt: bool = False) -> td.Simulation:\n", " \"\"\"Make a td.Simulation containing the taper.\"\"\"\n", "\n", " wg_in_box = td.Box.from_bounds(\n", @@ -209,7 +210,7 @@ " rmax=(+Lx, +wg_width_out / 2, +td.inf),\n", " )\n", "\n", - " taper_geo = make_taper(ys)\n", + " taper_geo = make_taper(xs, ys)\n", "\n", " wg_in = td.Structure(geometry=wg_in_box, medium=wg_medium)\n", " wg_out = td.Structure(geometry=wg_out_box, medium=wg_medium)\n", @@ -257,7 +258,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -267,7 +268,7 @@ } ], "source": [ - "sim = make_sim(ys0)\n", + "sim = make_sim(xs, ys0)\n", "ax = sim.plot(z=0)" ] }, @@ -361,7 +362,7 @@ "def make_sim_params(parameters: np.ndarray, include_field_mnt: bool = False) -> td.Simulation:\n", " \"\"\"Make the simulation out of raw parameters.\"\"\"\n", " ys = get_ys(parameters)\n", - " return make_sim(ys, include_field_mnt=include_field_mnt)" + " return make_sim(xs, ys, include_field_mnt=include_field_mnt)" ] }, { @@ -415,7 +416,7 @@ "outputs": [ { "data": { - "image/png": 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", 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12:27:05 CEST Created task 'taper fields' with task_id                          \n",
-       "              'fdve-cb85037b-3db1-4cca-9044-3654692e540f' and task_type 'FDTD'. \n",
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              View task using web UI at                                         \n",
-       "              'https://tidy3d.simulation.cloud/workbench?taskId=fdve-cb85037b-3d\n",
-       "              b1-4cca-9044-3654692e540f'.                                       \n",
-       "
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              Task folder: 'default'.                                           \n",
-       "
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12:27:07 CEST Maximum FlexCredit cost: 0.025. Minimum cost depends on task      \n",
-       "              execution details. Use 'web.real_cost(task_id)' to get the billed \n",
-       "              FlexCredit cost after a simulation run.                           \n",
-       "
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12:27:08 CEST status = queued                                                   \n",
-       "
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              To cancel the simulation, use 'web.abort(task_id)' or             \n",
-       "              'web.delete(task_id)' or abort/delete the task in the web UI.     \n",
-       "              Terminating the Python script will not stop the job running on the\n",
-       "              cloud.                                                            \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \n", - "\u001b[2;36m \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI. \n", - "\u001b[2;36m \u001b[0mTerminating the Python script will not stop the job running on the\n", - "\u001b[2;36m \u001b[0mcloud. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "9cfff534d11340f0bba5123732361d44", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
12:27:19 CEST status = preprocess                                               \n",
+       "
11:54:12 EDT Created task 'taper fields' with task_id                           \n",
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        "
\n" ], "text/plain": [ - "\u001b[2;36m12:27:19 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess \n" + "\u001b[2;36m11:54:12 EDT\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'taper fields'\u001b[0m with task_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'fdve-b7d47217-9b84-4974-8cc1-1e68afae21f6'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" ] }, "metadata": {}, @@ -625,21 +496,15 @@ { "data": { "text/html": [ - "
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-       "
12:27:24 CEST starting up solver                                                \n",
+       "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-b7d47217-9b8\n",
+       "             4-4974-8cc1-1e68afae21f6'.                                         \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:27:24 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver \n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=978427;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b7d47217-9b84-4974-8cc1-1e68afae21f6\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=791779;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b7d47217-9b84-4974-8cc1-1e68afae21f6\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=978427;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b7d47217-9b84-4974-8cc1-1e68afae21f6\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=702415;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b7d47217-9b84-4974-8cc1-1e68afae21f6\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=978427;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b7d47217-9b84-4974-8cc1-1e68afae21f6\u001b\\\u001b[32m-b7d47217-9b8\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=978427;https://tidy3d.simulation.cloud/workbench?taskId=fdve-b7d47217-9b84-4974-8cc1-1e68afae21f6\u001b\\\u001b[32m4-4974-8cc1-1e68afae21f6'\u001b[0m\u001b]8;;\u001b\\. \n" ] }, "metadata": {}, @@ -648,25 +513,11 @@ { "data": { "text/html": [ - "
              running solver                                                    \n",
+       "
             Task folder: 'default'.                                            \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mrunning solver \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "daf35fbdf06747999b03167e4574e943", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=599398;https://tidy3d.simulation.cloud/folders/folder-b3569a12-627d-4a5e-bdea-f4054db9f0f6\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n" ] }, "metadata": {}, @@ -675,11 +526,17 @@ { "data": { "text/html": [ - "
12:27:25 CEST early shutoff detected at 40%, exiting.                           \n",
+       "
/Users/bohanzhang/work/code/tidy3d/notebooks/worktrees/bzhangflex/autograd5bound\n",
+       "arygradients_interpspline/.venv/lib/python3.11/site-packages/rich/live.py:231: \n",
+       "UserWarning: install \"ipywidgets\" for Jupyter support\n",
+       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:27:25 CEST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m40\u001b[0m%, exiting. \n" + "/Users/bohanzhang/work/code/tidy3d/notebooks/worktrees/bzhangflex/autograd5bound\n", + "arygradients_interpspline/.venv/lib/python3.11/site-packages/rich/live.py:231: \n", + "UserWarning: install \"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" ] }, "metadata": {}, @@ -698,11 +555,15 @@ { "data": { "text/html": [ - "
              status = success                                                  \n",
+       "
11:54:13 EDT Maximum FlexCredit cost: 0.025. Minimum cost depends on task       \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" + "\u001b[2;36m11:54:13 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" ] }, "metadata": {}, @@ -711,39 +572,11 @@ { "data": { "text/html": [ - "
\n"
-      ],
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              View simulation result at                                         \n",
-       "              'https://tidy3d.simulation.cloud/workbench?taskId=fdve-cb85037b-3d\n",
-       "              b1-4cca-9044-3654692e540f'.                                       \n",
+       "
11:54:14 EDT status = success                                                   \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView simulation result at \n", - "\u001b[2;36m \u001b[0m\u001b]8;id=304320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cb85037b-3db1-4cca-9044-3654692e540f\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=227482;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cb85037b-3db1-4cca-9044-3654692e540f\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=304320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cb85037b-3db1-4cca-9044-3654692e540f\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=774741;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cb85037b-3db1-4cca-9044-3654692e540f\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=304320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cb85037b-3db1-4cca-9044-3654692e540f\u001b\\\u001b[4;34m-cb85037b-3d\u001b[0m\u001b]8;;\u001b\\\n", - "\u001b[2;36m \u001b[0m\u001b]8;id=304320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cb85037b-3db1-4cca-9044-3654692e540f\u001b\\\u001b[4;34mb1-4cca-9044-3654692e540f'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e6d1c3704c6345959d6d60f5c9c11bdf", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" + "\u001b[2;36m11:54:14 EDT\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" ] }, "metadata": {}, @@ -762,11 +595,11 @@ { "data": { "text/html": [ - "
12:27:28 CEST loading simulation from simulation_data.hdf5                      \n",
+       "
11:54:15 EDT loading simulation from simulation_data.hdf5                       \n",
        "
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", 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", "text/plain": [ "
" ] @@ -854,13 +687,13 @@ { "data": { "text/html": [ - "
12:27:29 CEST Created task 'autograd taper' with task_id                        \n",
-       "              'fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a' and task_type 'FDTD'. \n",
+       "
11:54:16 EDT Created task 'autograd taper' with task_id                         \n",
+       "             'fdve-a89f2e76-11d7-4282-a849-56724f6c2655' and task_type 'FDTD'.  \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m12:27:29 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'autograd taper'\u001b[0m with task_id \n", - "\u001b[2;36m \u001b[0m\u001b[32m'fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" + "\u001b[2;36m11:54:16 EDT\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'autograd taper'\u001b[0m with task_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'fdve-a89f2e76-11d7-4282-a849-56724f6c2655'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" ] }, "metadata": {}, @@ -869,15 +702,15 @@ { "data": { "text/html": [ - "
              View task using web UI at                                         \n",
-       "              'https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f1\n",
-       "              1a-4820-98f8-90d8cc89593a'.                                       \n",
+       "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-a89f2e76-11d\n",
+       "             7-4282-a849-56724f6c2655'.                                         \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", - "\u001b[2;36m \u001b[0m\u001b]8;id=603063;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=583717;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=603063;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=503705;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=603063;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[32m-620cc1fc-f1\u001b[0m\u001b]8;;\u001b\\\n", - "\u001b[2;36m \u001b[0m\u001b]8;id=603063;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[32m1a-4820-98f8-90d8cc89593a'\u001b[0m\u001b]8;;\u001b\\. \n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=569770;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a89f2e76-11d7-4282-a849-56724f6c2655\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=572646;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a89f2e76-11d7-4282-a849-56724f6c2655\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=569770;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a89f2e76-11d7-4282-a849-56724f6c2655\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=867401;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a89f2e76-11d7-4282-a849-56724f6c2655\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=569770;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a89f2e76-11d7-4282-a849-56724f6c2655\u001b\\\u001b[32m-a89f2e76-11d\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=569770;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a89f2e76-11d7-4282-a849-56724f6c2655\u001b\\\u001b[32m7-4282-a849-56724f6c2655'\u001b[0m\u001b]8;;\u001b\\. \n" ] }, "metadata": {}, @@ -886,11 +719,11 @@ { "data": { "text/html": [ - "
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+       "arygradients_interpspline/.venv/lib/python3.11/site-packages/rich/live.py:231: \n",
+       "UserWarning: install \"ipywidgets\" for Jupyter support\n",
+       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
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\n" + ], "text/plain": [ - "Output()" + "/Users/bohanzhang/work/code/tidy3d/notebooks/worktrees/bzhangflex/autograd5bound\n", + "arygradients_interpspline/.venv/lib/python3.11/site-packages/rich/live.py:231: \n", + "UserWarning: install \"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" ] }, "metadata": {}, @@ -923,28 +761,15 @@ { "data": { "text/html": [ - "
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              To cancel the simulation, use 'web.abort(task_id)' or             \n",
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-       "              cloud.                                                            \n",
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       ],
-      "text/plain": [
-       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or             \n",
-       "\u001b[2;36m              \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.     \n",
-       "\u001b[2;36m              \u001b[0mTerminating the Python script will not stop the job running on the\n",
-       "\u001b[2;36m              \u001b[0mcloud.                                                            \n"
-      ]
-     },
-     "metadata": {},
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-    },
-    {
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-      "application/vnd.jupyter.widget-view+json": {
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-      },
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12:27:43 CEST status = preprocess                                               \n",
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11:54:18 EDT status = success                                                   \n",
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12:27:47 CEST starting up solver                                                \n",
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12:27:48 CEST running solver                                                    \n",
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-     "data": {
-      "text/html": [
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              status = success                                                  \n",
+       "
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-       "              1a-4820-98f8-90d8cc89593a'.                                       \n",
+       "
/Users/bohanzhang/work/code/tidy3d/notebooks/worktrees/bzhangflex/autograd5bound\n",
+       "arygradients_interpspline/.venv/lib/python3.11/site-packages/rich/live.py:231: \n",
+       "UserWarning: install \"ipywidgets\" for Jupyter support\n",
+       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView simulation result at \n", - "\u001b[2;36m \u001b[0m\u001b]8;id=926320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=230785;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=926320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=768285;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=926320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[4;34m-620cc1fc-f1\u001b[0m\u001b]8;;\u001b\\\n", - "\u001b[2;36m \u001b[0m\u001b]8;id=926320;https://tidy3d.simulation.cloud/workbench?taskId=fdve-620cc1fc-f11a-4820-98f8-90d8cc89593a\u001b\\\u001b[4;34m1a-4820-98f8-90d8cc89593a'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8e193d996a2e405e8674009dc6b6aab2", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" + "/Users/bohanzhang/work/code/tidy3d/notebooks/worktrees/bzhangflex/autograd5bound\n", + "arygradients_interpspline/.venv/lib/python3.11/site-packages/rich/live.py:231: \n", + "UserWarning: install \"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" ] }, "metadata": {}, @@ -1126,35 +884,11 @@ { "data": { "text/html": [ - "
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-       "
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-       "              the Batch has completed.                                          \n",
-       "
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       ],
-      "text/plain": [
-       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after   \n",
-       "\u001b[2;36m              \u001b[0mthe Batch has completed.                                          \n"
-      ]
+      "text/plain": []
      },
      "metadata": {},
      "output_type": "display_data"
-    },
-    {
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-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
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-      "text/plain": [
-       "Output()"
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-     "output_type": "display_data"
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-    {
-     "data": {
-      "text/html": [
-       "
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-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "val, grad = grad_fn(params0, verbose=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "id": "d9612664-1030-4914-bb2a-03b4ffcefdaa",
-   "metadata": {},
-   "outputs": [
+    }
+   ],
+   "source": [
+    "val, grad = grad_fn(params0, verbose=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "d9612664-1030-4914-bb2a-03b4ffcefdaa",
+   "metadata": {},
+   "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
       "objective = 7.22e-01\n",
-      "gradient = [ 2.49041846e-03  1.06495487e-01  5.41485580e-02 -1.32472471e-01\n",
-      " -2.60020265e-01 -3.48790014e-01 -4.03959939e-01 -3.22339452e-01\n",
-      " -2.18165231e-01 -9.73645275e-02  1.15237365e-01  1.63631192e-01\n",
-      "  4.00110262e-02  9.46417422e-03  8.65578451e-02  2.31037018e-01\n",
-      "  3.37808621e-01  3.81055861e-01  4.39960399e-01  3.89822089e-01\n",
-      "  2.98320546e-01  2.37602120e-01  1.17924779e-01  9.35455041e-02\n",
-      "  1.13851485e-01  4.74119401e-02  1.14846341e-02 -2.55956028e-02\n",
-      " -5.54950790e-02 -4.34530577e-02 -3.63962075e-02  6.51562479e-03\n",
-      "  3.38452053e-02  3.45103280e-02  4.48130194e-02  3.05893702e-02\n",
-      "  3.93992097e-02  5.10185631e-02  2.53756665e-02  1.13177759e-02\n",
-      " -4.91167625e-03 -3.14565614e-02 -4.09443935e-02 -3.95229113e-02\n",
-      " -4.24233372e-02 -4.34437766e-02 -4.03989247e-02 -3.74252849e-02\n",
-      " -2.66378485e-02 -2.35390482e-02 -2.51550726e-02 -2.72071096e-02\n",
-      " -3.77452617e-02 -3.86472255e-02 -4.49138287e-02 -4.96505740e-02\n",
-      " -4.57804660e-02 -5.25347111e-02 -4.46715471e-02 -4.03371026e-02\n",
-      " -4.41490437e-02 -3.80591799e-02 -4.39425517e-02 -4.31534096e-02\n",
-      " -4.17007277e-02 -4.66990713e-02 -4.02546175e-02 -4.11746253e-02\n",
-      " -3.87553581e-02 -3.37106363e-02 -3.64917498e-02 -3.34736220e-02\n",
-      " -3.29538071e-02 -3.17226053e-02 -2.87823444e-02 -2.78478878e-02\n",
-      " -2.44100221e-02 -2.39257691e-02 -2.25122784e-02 -2.05714482e-02\n",
-      " -1.92878968e-02 -1.67531315e-02 -1.55240900e-02 -1.36444542e-02\n",
-      " -1.28339354e-02 -1.12565137e-02 -9.57795528e-03 -9.00055562e-03\n",
-      " -6.91924891e-03 -6.55672091e-03 -5.44791881e-03 -4.11454416e-03\n",
-      " -3.74337303e-03 -2.40542841e-03 -2.21981713e-03 -1.45296782e-03\n",
-      " -7.75819361e-04 -7.02085072e-04 -1.64038026e-04 -9.98402111e-05\n",
-      " -2.13497871e-06]\n"
+      "gradient = [ 2.48964675e-03  1.06494412e-01  5.41816368e-02 -1.32453626e-01\n",
+      " -2.59991337e-01 -3.48712572e-01 -4.03995989e-01 -3.22292080e-01\n",
+      " -2.18154996e-01 -9.74322292e-02  1.15329271e-01  1.63677472e-01\n",
+      "  3.99414630e-02  9.44982991e-03  8.64774856e-02  2.30879513e-01\n",
+      "  3.37800807e-01  3.80942988e-01  4.39857669e-01  3.89760033e-01\n",
+      "  2.98211851e-01  2.37540036e-01  1.17873660e-01  9.35295145e-02\n",
+      "  1.13869797e-01  4.74239161e-02  1.15273562e-02 -2.55761026e-02\n",
+      " -5.54640164e-02 -4.34200858e-02 -3.63955186e-02  6.54534543e-03\n",
+      "  3.38443891e-02  3.45129744e-02  4.48299091e-02  3.05742774e-02\n",
+      "  3.94144495e-02  5.10046680e-02  2.53594785e-02  1.13235630e-02\n",
+      " -4.94639239e-03 -3.14598179e-02 -4.09564090e-02 -3.95493864e-02\n",
+      " -4.24250079e-02 -4.34718612e-02 -4.04069018e-02 -3.74364116e-02\n",
+      " -2.66607237e-02 -2.35442825e-02 -2.51849702e-02 -2.72228505e-02\n",
+      " -3.77627707e-02 -3.86762169e-02 -4.49241485e-02 -4.96728429e-02\n",
+      " -4.57926495e-02 -5.25472320e-02 -4.46880793e-02 -4.03413312e-02\n",
+      " -4.41665669e-02 -3.80661360e-02 -4.39470762e-02 -4.31626180e-02\n",
+      " -4.17023948e-02 -4.67108363e-02 -4.02587916e-02 -4.11775863e-02\n",
+      " -3.87611322e-02 -3.37093471e-02 -3.64962673e-02 -3.34740650e-02\n",
+      " -3.29563412e-02 -3.17279644e-02 -2.87817135e-02 -2.78485725e-02\n",
+      " -2.44086509e-02 -2.39291775e-02 -2.25166057e-02 -2.05707190e-02\n",
+      " -1.92890646e-02 -1.67533219e-02 -1.55275354e-02 -1.36483640e-02\n",
+      " -1.28339113e-02 -1.12595468e-02 -9.57787705e-03 -9.00274766e-03\n",
+      " -6.92026796e-03 -6.55734462e-03 -5.44977090e-03 -4.11489244e-03\n",
+      " -3.74394598e-03 -2.40614510e-03 -2.21964978e-03 -1.45284310e-03\n",
+      " -7.75669647e-04 -7.02421374e-04 -1.64030084e-04 -9.98965714e-05\n",
+      " -2.13814679e-06]\n"
      ]
     }
    ],
@@ -1335,211 +977,233 @@
    "execution_count": 21,
    "id": "6d93407b-bb18-4b17-a073-c97b980c810b",
    "metadata": {},
+   "outputs": [],
+   "source": [
+    "# turn off warnings to reduce verbosity\n",
+    "# td.config.logging_level = \"ERROR\"\n",
+    "\n",
+    "\n",
+    "def optimize(params0, grad_fn, num_steps, learning_rate):\n",
+    "    \"\"\"Runs optimization loop.\n",
+    "\n",
+    "    Parameters:\n",
+    "    -----------\n",
+    "    params0: np.ndarray\n",
+    "        The initial parameters.\n",
+    "    grad_fn: function\n",
+    "        The gradient function, ag.value_and_grad(objective).\n",
+    "    num_steps: int\n",
+    "        The number of steps to run the optimization.\n",
+    "    learning_rate: float\n",
+    "        The learning rate for the optimizer.\n",
+    "\n",
+    "    Returns:\n",
+    "    --------\n",
+    "    objective_history: list\n",
+    "        The history of objective values.\n",
+    "    param_history: list\n",
+    "        The history of parameters per iteration.\n",
+    "    \"\"\"\n",
+    "    # initialize adam optimizer with starting parameters\n",
+    "    params = np.array(params0).copy()\n",
+    "    optimizer = optax.adam(learning_rate=learning_rate)\n",
+    "    opt_state = optimizer.init(params)\n",
+    "\n",
+    "    # store history\n",
+    "    objective_history = []\n",
+    "    param_history = [params]\n",
+    "\n",
+    "    for i in range(num_steps):\n",
+    "        # compute gradient and current objective function value\n",
+    "        value, gradient = grad_fn(params, verbose=False)\n",
+    "\n",
+    "        # convert nan to 0 (infinite radius of curvature) and multiply all by -1 to maximize obj_fn.\n",
+    "\n",
+    "        # outputs\n",
+    "        print(f\"step = {i + 1}\")\n",
+    "        print(f\"\\tJ = {value:.4e}\")\n",
+    "        print(f\"\\tgrad_norm = {np.linalg.norm(gradient):.4e}\")\n",
+    "\n",
+    "        # compute and apply updates to the optimizer based on gradient\n",
+    "        updates, opt_state = optimizer.update(-gradient, opt_state, params)\n",
+    "        params[:] = optax.apply_updates(params, updates)\n",
+    "\n",
+    "        # save history\n",
+    "        objective_history.append(value)\n",
+    "        param_history.append(params)\n",
+    "\n",
+    "    return objective_history, param_history"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "9e3fedec",
+   "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
       "step = 1\n",
-      "\tJ = 7.2186e-01\n",
-      "\tgrad_norm = 1.2288e+00\n",
+      "\tJ = 7.2187e-01\n",
+      "\tgrad_norm = 1.2286e+00\n",
       "step = 2\n",
-      "\tJ = 7.5444e-01\n",
-      "\tgrad_norm = 2.6819e+00\n",
+      "\tJ = 7.6164e-01\n",
+      "\tgrad_norm = 2.0176e+00\n",
       "step = 3\n",
-      "\tJ = 7.9937e-01\n",
-      "\tgrad_norm = 3.8714e+00\n",
+      "\tJ = 8.0581e-01\n",
+      "\tgrad_norm = 4.2498e+00\n",
       "step = 4\n",
-      "\tJ = 8.3128e-01\n",
-      "\tgrad_norm = 3.1613e+00\n",
+      "\tJ = 8.3471e-01\n",
+      "\tgrad_norm = 3.3267e+00\n",
       "step = 5\n",
-      "\tJ = 8.6365e-01\n",
-      "\tgrad_norm = 3.3211e+00\n",
+      "\tJ = 8.5935e-01\n",
+      "\tgrad_norm = 5.0895e+00\n",
       "step = 6\n",
-      "\tJ = 8.9116e-01\n",
-      "\tgrad_norm = 2.0965e+00\n",
+      "\tJ = 8.8585e-01\n",
+      "\tgrad_norm = 4.9481e+00\n",
       "step = 7\n",
-      "\tJ = 8.9346e-01\n",
-      "\tgrad_norm = 4.1053e+00\n",
+      "\tJ = 8.7457e-01\n",
+      "\tgrad_norm = 6.3641e+00\n",
       "step = 8\n",
-      "\tJ = 9.0951e-01\n",
-      "\tgrad_norm = 2.8033e+00\n",
+      "\tJ = 8.9498e-01\n",
+      "\tgrad_norm = 5.7799e+00\n",
       "step = 9\n",
-      "\tJ = 9.1525e-01\n",
-      "\tgrad_norm = 4.3676e+00\n",
+      "\tJ = 8.9669e-01\n",
+      "\tgrad_norm = 6.8880e+00\n",
       "step = 10\n",
-      "\tJ = 9.3512e-01\n",
-      "\tgrad_norm = 3.0922e+00\n",
+      "\tJ = 9.0469e-01\n",
+      "\tgrad_norm = 5.2313e+00\n",
       "step = 11\n",
-      "\tJ = 9.3370e-01\n",
-      "\tgrad_norm = 3.6383e+00\n",
+      "\tJ = 9.1571e-01\n",
+      "\tgrad_norm = 5.3967e+00\n",
       "step = 12\n",
-      "\tJ = 9.4160e-01\n",
-      "\tgrad_norm = 4.3245e+00\n",
+      "\tJ = 9.3595e-01\n",
+      "\tgrad_norm = 5.7833e+00\n",
       "step = 13\n",
-      "\tJ = 9.5330e-01\n",
-      "\tgrad_norm = 3.0920e+00\n",
+      "\tJ = 9.4548e-01\n",
+      "\tgrad_norm = 4.7862e+00\n",
       "step = 14\n",
-      "\tJ = 9.5072e-01\n",
-      "\tgrad_norm = 4.0600e+00\n",
+      "\tJ = 9.3751e-01\n",
+      "\tgrad_norm = 5.7765e+00\n",
       "step = 15\n",
-      "\tJ = 9.5799e-01\n",
-      "\tgrad_norm = 3.4469e+00\n",
+      "\tJ = 9.5770e-01\n",
+      "\tgrad_norm = 4.8952e+00\n",
       "step = 16\n",
-      "\tJ = 9.6659e-01\n",
-      "\tgrad_norm = 2.5960e+00\n",
+      "\tJ = 9.6784e-01\n",
+      "\tgrad_norm = 3.3275e+00\n",
       "step = 17\n",
-      "\tJ = 9.6434e-01\n",
-      "\tgrad_norm = 3.8601e+00\n",
+      "\tJ = 9.5968e-01\n",
+      "\tgrad_norm = 4.0079e+00\n",
       "step = 18\n",
-      "\tJ = 9.7048e-01\n",
-      "\tgrad_norm = 2.7677e+00\n",
+      "\tJ = 9.5569e-01\n",
+      "\tgrad_norm = 5.1052e+00\n",
       "step = 19\n",
-      "\tJ = 9.7563e-01\n",
-      "\tgrad_norm = 1.9504e+00\n",
+      "\tJ = 9.7122e-01\n",
+      "\tgrad_norm = 3.0207e+00\n",
       "step = 20\n",
       "\tJ = 9.7555e-01\n",
-      "\tgrad_norm = 2.2141e+00\n",
+      "\tgrad_norm = 2.6501e+00\n",
       "step = 21\n",
-      "\tJ = 9.7490e-01\n",
-      "\tgrad_norm = 2.6925e+00\n",
+      "\tJ = 9.6943e-01\n",
+      "\tgrad_norm = 4.2815e+00\n",
       "step = 22\n",
-      "\tJ = 9.7881e-01\n",
-      "\tgrad_norm = 2.1289e+00\n",
+      "\tJ = 9.7084e-01\n",
+      "\tgrad_norm = 3.7240e+00\n",
       "step = 23\n",
-      "\tJ = 9.8091e-01\n",
-      "\tgrad_norm = 1.7005e+00\n",
+      "\tJ = 9.8197e-01\n",
+      "\tgrad_norm = 2.1984e+00\n",
       "step = 24\n",
-      "\tJ = 9.8363e-01\n",
-      "\tgrad_norm = 1.2028e+00\n",
+      "\tJ = 9.8359e-01\n",
+      "\tgrad_norm = 2.4126e+00\n",
       "step = 25\n",
-      "\tJ = 9.8328e-01\n",
-      "\tgrad_norm = 2.0379e+00\n",
+      "\tJ = 9.7786e-01\n",
+      "\tgrad_norm = 3.6953e+00\n",
       "step = 26\n",
-      "\tJ = 9.8403e-01\n",
-      "\tgrad_norm = 1.4941e+00\n",
+      "\tJ = 9.8291e-01\n",
+      "\tgrad_norm = 3.0716e+00\n",
       "step = 27\n",
-      "\tJ = 9.8485e-01\n",
-      "\tgrad_norm = 1.6328e+00\n",
+      "\tJ = 9.8784e-01\n",
+      "\tgrad_norm = 1.7684e+00\n",
       "step = 28\n",
-      "\tJ = 9.8743e-01\n",
-      "\tgrad_norm = 1.4148e+00\n",
+      "\tJ = 9.8804e-01\n",
+      "\tgrad_norm = 1.6895e+00\n",
       "step = 29\n",
-      "\tJ = 9.8815e-01\n",
-      "\tgrad_norm = 1.2028e+00\n",
+      "\tJ = 9.8538e-01\n",
+      "\tgrad_norm = 2.9898e+00\n",
       "step = 30\n",
-      "\tJ = 9.8879e-01\n",
-      "\tgrad_norm = 1.3339e+00\n",
+      "\tJ = 9.8800e-01\n",
+      "\tgrad_norm = 2.2421e+00\n",
       "step = 31\n",
-      "\tJ = 9.8996e-01\n",
-      "\tgrad_norm = 9.8601e-01\n",
+      "\tJ = 9.9006e-01\n",
+      "\tgrad_norm = 1.5107e+00\n",
       "step = 32\n",
-      "\tJ = 9.9032e-01\n",
-      "\tgrad_norm = 1.1130e+00\n",
+      "\tJ = 9.9085e-01\n",
+      "\tgrad_norm = 1.4288e+00\n",
       "step = 33\n",
-      "\tJ = 9.9106e-01\n",
-      "\tgrad_norm = 1.0107e+00\n",
+      "\tJ = 9.8988e-01\n",
+      "\tgrad_norm = 2.2564e+00\n",
       "step = 34\n",
-      "\tJ = 9.9220e-01\n",
-      "\tgrad_norm = 8.4718e-01\n",
+      "\tJ = 9.9193e-01\n",
+      "\tgrad_norm = 1.5424e+00\n",
       "step = 35\n",
-      "\tJ = 9.9264e-01\n",
-      "\tgrad_norm = 9.3258e-01\n",
+      "\tJ = 9.9277e-01\n",
+      "\tgrad_norm = 1.1139e+00\n",
       "step = 36\n",
-      "\tJ = 9.9323e-01\n",
-      "\tgrad_norm = 8.2761e-01\n",
+      "\tJ = 9.9319e-01\n",
+      "\tgrad_norm = 1.2485e+00\n",
       "step = 37\n",
-      "\tJ = 9.9403e-01\n",
-      "\tgrad_norm = 7.1994e-01\n",
+      "\tJ = 9.9327e-01\n",
+      "\tgrad_norm = 1.6620e+00\n",
       "step = 38\n",
-      "\tJ = 9.9447e-01\n",
-      "\tgrad_norm = 5.5702e-01\n",
+      "\tJ = 9.9390e-01\n",
+      "\tgrad_norm = 1.0361e+00\n",
       "step = 39\n",
-      "\tJ = 9.9446e-01\n",
-      "\tgrad_norm = 8.2328e-01\n",
+      "\tJ = 9.9403e-01\n",
+      "\tgrad_norm = 8.7463e-01\n",
       "step = 40\n",
-      "\tJ = 9.9505e-01\n",
-      "\tgrad_norm = 4.7511e-01\n",
+      "\tJ = 9.9454e-01\n",
+      "\tgrad_norm = 8.5111e-01\n",
       "step = 41\n",
-      "\tJ = 9.9506e-01\n",
-      "\tgrad_norm = 5.8115e-01\n",
+      "\tJ = 9.9520e-01\n",
+      "\tgrad_norm = 8.8043e-01\n",
       "step = 42\n",
-      "\tJ = 9.9528e-01\n",
-      "\tgrad_norm = 5.0601e-01\n",
+      "\tJ = 9.9571e-01\n",
+      "\tgrad_norm = 8.0277e-01\n",
       "step = 43\n",
-      "\tJ = 9.9552e-01\n",
-      "\tgrad_norm = 4.6186e-01\n",
+      "\tJ = 9.9614e-01\n",
+      "\tgrad_norm = 8.2384e-01\n",
       "step = 44\n",
-      "\tJ = 9.9568e-01\n",
-      "\tgrad_norm = 4.4191e-01\n",
+      "\tJ = 9.9693e-01\n",
+      "\tgrad_norm = 3.1450e-01\n",
       "step = 45\n",
-      "\tJ = 9.9593e-01\n",
-      "\tgrad_norm = 4.0456e-01\n",
+      "\tJ = 9.9692e-01\n",
+      "\tgrad_norm = 4.0251e-01\n",
       "step = 46\n",
-      "\tJ = 9.9617e-01\n",
-      "\tgrad_norm = 3.5676e-01\n",
+      "\tJ = 9.9673e-01\n",
+      "\tgrad_norm = 7.1473e-01\n",
       "step = 47\n",
-      "\tJ = 9.9639e-01\n",
-      "\tgrad_norm = 2.9307e-01\n",
+      "\tJ = 9.9704e-01\n",
+      "\tgrad_norm = 4.2040e-01\n",
       "step = 48\n",
-      "\tJ = 9.9660e-01\n",
-      "\tgrad_norm = 3.4423e-01\n",
+      "\tJ = 9.9725e-01\n",
+      "\tgrad_norm = 2.4908e-01\n",
       "step = 49\n",
-      "\tJ = 9.9688e-01\n",
-      "\tgrad_norm = 2.4545e-01\n",
+      "\tJ = 9.9727e-01\n",
+      "\tgrad_norm = 2.7628e-01\n",
       "step = 50\n",
-      "\tJ = 9.9702e-01\n",
-      "\tgrad_norm = 2.3499e-01\n"
+      "\tJ = 9.9725e-01\n",
+      "\tgrad_norm = 2.8935e-01\n"
      ]
     }
    ],
    "source": [
-    "import optax\n",
-    "\n",
-    "# turn off warnings to reduce verbosity\n",
-    "# td.config.logging_level = \"ERROR\"\n",
-    "\n",
     "# hyperparameters\n",
     "num_steps = 50\n",
-    "learning_rate = 0.0075\n",
-    "\n",
-    "# initialize adam optimizer with starting parameters\n",
-    "params = np.array(params0).copy()\n",
-    "optimizer = optax.adam(learning_rate=learning_rate)\n",
-    "opt_state = optimizer.init(params)\n",
-    "\n",
-    "# store history\n",
-    "objective_history = []\n",
-    "param_history = [params]\n",
-    "\n",
-    "for i in range(num_steps):\n",
-    "    # compute gradient and current objective function value\n",
-    "    value, gradient = grad_fn(params, verbose=False)\n",
-    "\n",
-    "    # convert nan to 0 (infinite radius of curvature) and multiply all by -1 to maximize obj_fn.\n",
-    "\n",
-    "    # outputs\n",
-    "    print(f\"step = {i + 1}\")\n",
-    "    print(f\"\\tJ = {value:.4e}\")\n",
-    "    print(f\"\\tgrad_norm = {np.linalg.norm(gradient):.4e}\")\n",
-    "\n",
-    "    # compute and apply updates to the optimizer based on gradient\n",
-    "    updates, opt_state = optimizer.update(-gradient, opt_state, params)\n",
-    "    params[:] = optax.apply_updates(params, updates)\n",
+    "learning_rate = 0.01\n",
     "\n",
-    "    # save history\n",
-    "    objective_history.append(value)\n",
-    "    param_history.append(params)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "id": "307fac85-849f-46e8-bff5-8eb326e51df5",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "params_best = param_history[-1]"
+    "objective_history, param_history = optimize(params0, grad_fn, num_steps, learning_rate)"
    ]
   },
   {
@@ -1558,7 +1222,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "
" ] @@ -1590,7 +1254,7 @@ "outputs": [ { "data": { - "image/png": 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", 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MfQVryoiIiIhSAEMZERERUQpg82WMMOs4JizMz8/nqBwiIiLqttkdy4NhihesYBILhrIYIZD97//+rzidTkMFgoVtY+kPgSV09EJDAEzG6CP8bZF/H5arSXRfDgTeyGVbMCN9x2WDEoHl0YrlEcbyCGN5tGJ59K3ysNlsakWP7ipmIlfJwKolO3fuVCtrxIKhLEaoIcMLDgvwxpp48YLEUiWRBRQNLiJ9nTwsHYKLTBfUglIbrG23f5GjSBy27p/XCFzMmKcH8PtxHMmA86C/qWCIeqzn20xdlUeisDzCWB5hLI9WLI8wlkdYfX2d+FpapzUZkG8XOwJU1kARW8/jDpYWw7qv3YUy7IctMj/EiqEsRnoh4ILDOnuxvECxIbV3d4HggsKiy9nZ2epnj8ejwp/+OH/IL65A+9+Z5cwSl7374zB6QeFvwzFjoV+8qIy8mMyAql4cC9YJxL+0sIh1ot/ouiuPRGB5hLE8wlgerVgeYSyPDuURDEpelkO8AU2afTYZUOAQe3aWiD3DlHONstW3zqBmDucDmUGvKTTS5Ykd/ZMMhYzkjRczFvrFhu9xW6KqoPULCosV4/fjTaWgoEAaGhrUizxR8LvwO/G7cQw4FhwTjg3HmAgsjzCWRyuWRxjLI4zlkaLlkZ8nAwqcUpzvEH9Qk+qGYMLKA4EM5x0hLCsrK6YKnI4YypIo8oLS/3WFDd8n6sLqeEHp/7rCv3ASeWFFvsHp/7rCsSTyjY7lEcbyaMXyCGN5hLE8Urk8ctVtGS57OJjV1FleHpGBDLWFKIt4BgUylCVJZxeUruOF5ff5E3pB6RJ1YXX2BqdL1BudkfKw6o2O5RHG8ghjebRieYSxPGIsDz2YBQKWlkdngSxeDGVJ0NUF1dmFVVtTKyF/KKEXVKIurK4uqES90RktDyve6FgeYSyPMJZHK5ZHGMvDYHkgmPUvsqw8zAxkwFCWYLFcUB0vLIz69NZ6TQtmsV5QVl9YsVxQVr/RxVMeZr/RsTzCWB5hLI9WLI8wlke85eGypDzMDmTAUJZARi4oHfbp17+f2Jw2U4KZ0QvKqgvLyAVl1RtdvOVh5hsdyyOM5RHG8mjF8ghjeaRWeVgRyIChzADMNxbvZHjxXFA67JvZL7PHwSzeC8rsCyueC8rsC6un5WHGGx3LI4zlEcbyaMXyCGN5pFZ5YLoPKwIZMJQZhMI0WpA9uaB0NrutXTAz2vm/pxeUWRdWTy4osy4sM8qjp290LI8wlkcYy6MVyyOM5ZFa5aGvmGBFIAOGMgP0wsMkgbEWJAq+pxdUZ8EMnf9jvbDMuqB6emGZcUH19MIy4w2up290LI8wlkcYy6MVyyOM5ZFa5YH90WxpVSADhjID0HSJTvf4Gksww/1Y+9KMC6pjMMNxxHJhmX1BxXthmXlBxXthmfkGF+8bHcsjjOURxvJoxfIIY3mkXnng89zKQAYMZQahIFCY3QUztDkjUSM8mb3sBoIZOv93d2FZdUEZvbCsuKCMXlhWvMEZfaNjeYSxPMJYHq1YHmEsj9QsD3yeo295PJPCxoqhLA4omK6CWeSojH79+llTxdnNhWX1BRXrhWXlBRXrhWXlG5yO5RHG8ghjebRieYSxPHpvefSz6PM8EkOZycEsMpAhUVtZgNEurERdUN1dWIm4oLq7sBLxBqdjeYSxPMJYHq1YHmEsjzCWR3sMZSYGM6vmLTFyYeE4EnlBRbuwEnlBRbuwcC4SfkGxPNqwPMJYHq1YHmEsjzCWR5gz4nuKM5gBChCbHsgg3jnN4r2w8ALCBgMHDkzYBaXTLx5cTJDIC6rjhVVZWZmUCwpYHmEsjzCWRyuWRxjLI4zl0Yo1ZUREREQpgKGsh/QmSzXr/vc1ZKgxS1QtWWQfAByLXuVsxSK03YmscrZyEdqu6H0A9H/x4JxYsQhtV1geYSyPMJZHK5ZHGMsjjOXRiqGsBzr2IetuVKYVOnbKxHFYsQhtdzr2AbBqEdqudOyUiXNhxSK0XWF5hLE8wlgerVgeYSyPMJZHLwll9913nwo81113XZf7LVy4UCZMmCBZWVkyadIkeffdd9vdj5A0f/58GTp0qGRnZ8usWbNk8+bNPTq2aJ36I4MZ5iqzsiCjjZIxexHa7kTrlJnICyvaKBmzF6HtCssjjOURxvJoxfIIY3mEsTx6SSj7/PPP5f/+7//k4IMP7nK/5cuXy7nnniuXXHKJrF27VubOnau2devWte1z//33y2OPPSZPP/20fPbZZ5KbmyuzZ8+WlpaWuI6tu1GWkcGsrq7OkoLsbthyoi6s7kbJJOLC6m7YciIuLJZHGMsjjOXRiuURxvLoveVRZ9HnecqHsqamJjnvvPPkj3/8oxQVFXW576OPPionnHCC3HDDDXLAAQfI7373OznssMPk8ccfV/cjGD3yyCNy2223yamnnqpC3p///GcpLS2VN954w/CxxboYKeYoQzizok1aC2lSV1PX7bBlqy+sWIctW3lhxTqPjJVvdLHO68PyCGN5hLE8WrE8wlgeqVke+DxHC5iVfcZTckqMq666SubMmaOaGe++++4u912xYoXMmzev3W2oBdMDV0lJiZSVlann0hUWFsq0adPUY88555xOn1ef4kKHFwSCmL4YKQoRol0suB374QWFF1JFRYUKmPEszxDQAhIKhNoCma/RJ66QS/oX9Ve3dXex4AWNNbv0Y9CPvSfcbrcKz3l5eSqcdncM2CcnJ0f9SwPnELWVPYU3FfxdCL/4G/G83UHZR56Lni6XgYsTz4ffrf8DguXB8mB5tGJ5hLE8ElQemh8fmu1v8/tFbD0vD3yeezwe1coWy1yk8YS3lAtlr7zyiqxZs0Y1X8YCgWvw4MHtbsPPuF2/X78t2j6dWbBggdx5553tbvvNb34TUyDT79P7leGFhxcdgh0St9ELK6gF1fOo5/W1hj28KHGbfnt30JcOx4CLAcfQk3lX8OLFCxrHgBrBWJuBsS8eg+PQF3ePl15jiQsDf09kgO5OT8tDh79BH3mL52R5sDyA5dGK5RHG8khgeWhBEV/Hz2afiC3Y4/LA+cJx4PH4G3AMZq+DmVKhbOfOnXLttdfK4sWLVaf9ZLrlllva1cDhgnjggQfUgAIk9u6gwFDQJ554ovrXTk80BZvkk4ZP2t12dMHRkufI69HzEhERpRV/vUjpv9vfNuzHIq6efQ5DfX29GkiIYIYWMISyrmow4+m3nlKhbPXq1aqKFH3CIpPpRx99pPqIIeTgZEQaMmSIlJeXt7sNP+N2/X79Noy+jNxn8uTJUY8FCVqfd0yH349UHetMxzh2BLL+/VubGePlDDgl09b+WLAwaoGzoEfPS0RElFZ8NpHGDtGmqJ9IRtf902OFIIZKI9Qeoj8aKmyi9UeLpUk0pTv6z5w5U77++mv54osv2rapU6eqTv/4vmMgg+nTp8uSJUva3YaaNtwOY8eOVcEsch+cRIzC1PchIiIiipVVgzFSqqYMnegmTpzY7ja0ISOF6rdfeOGFMnz4cNXnC9DcOWPGDHnooYfU4AD0SVu1apU888wz6n59njMMGBg/frwKabfffrsMGzZMTZ1BREREFG8wQ40ZgpkZ62SmVCiLxY4dO9r90UcddZS8/PLLasqLW2+9VQUvjLyMDHc33nij6qB42WWXqdEbxxxzjCxatCjp/daIiIio98owOZilfCj78MMPu/wZzjzzTLVFg9qyu+66S21EREREqRjMUqpPGREREVE69DGLp58ZQxkRERGRicFMH5lpFEMZERERkUnBDM2XCGbYjGIoIyIiIjIBmizjqSHrNR39iYiIiFJd5GLvAwcOjGtGf9aUEREREZkUyNCvDM2Y8ayXylBGREREZGIgixdDGREREVGSAxkwlBERERElOZABQxkRERFRkgMZMJQZEE+nPSIiIkofmqZZEsiAocxgKPN4PMk+DCIiIkpSIKutrbUkkAFDmQGBQEDcbrc0NjYm+1CIiIgowXw+n8oCVgQyYCgzAAWRm5urZuuNJZghURMREVF60DRNioqKLAlkwE5SBuXk5EhmZmbbMgr5+flRCw6JmoiIiNJDRkaGuFwuy56foSwOehCLFswwKgNtznY7KyKJiIjShd3iz3WGMpODmT5MFk2deXl5ST1GIiIi6j0YykwMZuhvpg+TRZtzMBhM8hESERFRb8FQZmIww2az2dSoDGAoIyIiolix05MJUEOmwyAAq0ZlEBERUfpiKOshvQ8ZasiysrKkpaWF85gRERGRYWy+NHntKwQyNGNi6gyHw5HsQyQiIqJegqHM5MVI9T5mdXV17Zo1iYiIiLrCUGbB6vAIZpgSg5PHEhERUawYykwOZDrUknGZJSIiovQRCAQsfX529DcI/cViXR3e6WTmJSIiShd+v1/cbrdlz89QZgBCGOYes2p1eCIiIkpdWPeyqanJslkWGMoMrnlVWFjIQEZERNQHOZ1OtYQiWs2sCGZsXzPA6/WySZKIiKgPy83NVVmg49rXZmDCMIAd94mIiCi/w9rXZgUzhjIiIiKiFAhmDGVEREREKRDMGMqIiIiIUiCYMZQRERERpUAwYygjIiIiMjmYYcYGoxjKiIiIiEwOZvEsycTJY4mIiIhSAGvKiIiIiEyAWf5RS1ZQUMDmSyIiIqJkBzI0YzocDsPPweZLIiIiIhMDWbwYyoiIiIiSHMiAoYyIiIgoyYEMGMqIiIiIkhzIgKHMAJvNluxDICIiojQMZMDRlwZkZmbGNRkcERERpQe32y0ej8f0QAasKTMgFApJfX29+Hy+ZB8KERERJRgqZpqamiwJZMBQZgDCGOYdqaqqYjAjIiLqY/x+v+Tl5VkSyIChzCCkY5fLFVMwY1MnERFR+nC5XJKbm2vZ8zOUGWS322XAgAHdBjO0OSNRExERUXpwOq3tis9QZkEww6gMtDnjfiIiIqJYMJSZHMz0YbJoc7Y6URMREVH6YCgzMZhVV1e3zVtiZZszERERpR+GMpOCmaZp0tLSIllZWZaNyiAiIqL0xVBmAnTq13m9Xk6XQURERIYxlJm41MLQoUPbmjI58pKIiIiMYCgzce2ryD5mtbW1agUAIiIiolhweGCcoi1GqgeziooKNmMSERF1wuP1y6ayOtlQWiNL1+8y7XlzpFEOc6xvd9uaj5aKR3re19sRaJZ+1Y0SsnlEszu6f0DAeIsZQ5kFq8MjmBUVFal9iIiI+qqQpklVQ7PsqXNLGbZ6j5TWNsnOmkbRNOl9NE3EZt3TM5QZhJXh0Zm/u8VIbTabZGRkJPTYiIiIkqne45VtlQ1qK6msl+1VDdLiD0q6sGlBEQ09v2KoKYsDQ5kBmAwWIy379+8f07QXCGZERETpCFNBofZr455aKalskC3ldVLd1CLpzSbOQIsEbPbYmjANYigzGMowKSznISMior6o2ReQ9aU1sn5XtXyzu1pq3V7pSzQEMS0kzkCzBJzZpgczhjIDAoGA5OTkJPswiIiIElYbVt7gkXU7q+XrnVXyXVmd6ifWlwWdmeII+iwJZgxlBkMZERFRuttd2ySrt5bL6pIKqWjwJPtwUoxNhTGEMrODGUMZERERSXm9Rz7fWiZrSirUaEnqgs2aYMZQRkRE1EfVuVtkVUmFfL6lTHZUNyb7cKSvBzOGMiIioj42YvLLHVXy5Y5KNXUFpU4wYygjIiJK8yCGPmKrtpbL2m3oI9ac7ENKLzbzghlDGRERURoGsdJa1IhVqn5iZXXsrJ/oYCaYaNYghjIiIqI00NDsk42YQ6y0Rr7dXaNm16fkBTMJhQw/BUMZERFRL1TT1CKb9tTKd+V1asPoSUoym02Cjgw16388GMqIiIh6URBbU9I6f9i2KnbSTzW2UFAFMs1mx0KZhh/PUEZERJTCqpuaZe22StVJf2tFfbIPh7oMZM0qkKk+ZQG/GIWlzlPGggUL5PDDD1drSw4aNEjmzp0rGzdu7PZxCxculAkTJkhWVpZMmjRJ3n333b06PM6fP1+GDh0q2dnZMmvWLNm8ebOFfwkREVF8sIzRrupGee/LbXLfv1bKbX9fLv9cuZmBrDcFMputdevNoWzp0qVy1VVXyaeffiqLFy8Wv98vxx9/vLjd0WcWXr58uZx77rlyySWXyNq1a1WQw7Zu3bq2fe6//3557LHH5Omnn5bPPvtMLSo+e/ZsaWlJ99XsiYiot0ziunxTqTz7wTq56W/L5J43V8obq7fI9ipO6NorA1mcUqr5ctGiRe1+fuGFF1SN2erVq+UHP/hBp4959NFH5YQTTpAbbrhB/fy73/1OBbrHH39chTDUkj3yyCNy2223yamnnqr2+fOf/yyDBw+WN954Q84555wE/GVERERhoZCm+oRhke91O6tkV01Tsg+JkhzIUi6UdVRf31pV279//6j7rFixQubNm9fuNtSCIXBBSUmJlJWVqSZLXWFhoUybNk09lqGMiIis5vH6VfOjvm2vapAWv/F5rCh9A1lKh7JQKCTXXXedHH300TJx4sSo+yFwodYrEn7G7fr9+m3R9umM1+tVm66hgaNciIjI2EjJr3ZUyhfbK2VzWZ3qK0bpwWZBIEvpUIa+ZegX9vHHHydt0MGdd97Z7rZrrrlGhUUiIqKO0F1mD9aV3F6pZtJnf7A0pYXEGfSaHshSNpRdffXV8vbbb8tHH30kI0aM6HLfIUOGSHl5ebvb8DNu1+/Xb8Poy8h9Jk+eHPV5b7nllnbNoqgpe/DBB9XXnJwcsdtTaowEERElgS8QlC3ldWoGfQSxSq4rmd40rTWQ2R2mB7KUC2X4VwZqo15//XX58MMPZezYsd0+Zvr06bJkyRLV1KlDR3/cDngOBDPso4cwBCuMwrzyyiujPm9mZqbaIqE5MxgMSnV1tQwYMIDBjIioLy7uXdMk63ZVy4bSGtlSUS+BIFtQ+gqbFrSkhiwlQxmaLF9++WV588031Vxlep8vdMzH/GJw4YUXyvDhw1XzIlx77bUyY8YMeeihh2TOnDnyyiuvyKpVq+SZZ55R99tsNhXY7r77bhk/frwKabfffrsMGzZMTZ1h9GLEsTQ1NcUUzNjUSUTU+wVDIdUnDP3DvtpRJdVNnE6p77JJ0JlhSSBLuVD21FNPqa/HHntsu9uff/55ufjii9X3O3bsaBeEjjrqKBXkMOXFrbfeqoIXRl5GDg648cYb1Vxnl112mdTV1ckxxxyjpt/AZLNGOZ1OKS4ulqqqqi6DGeZY8/l8hp+fiIiSP13FzppG2binVjaW1qrmSW+AIyVJVLMlgplVUiqUoSaqO2jW7OjMM89UWzSoLbvrrrvUZoaMjIwugxnCWG1t7V7Nn0RElHowKrK0tkkt7q22sjpp9gWSfVjUB6VUKOtNogUzBDLchho17ENERKnHHwzJxtIaNVLyq51V0tDMlg1KPoYyE4NZQUGB+upyudT3kfOcERFRcqH265td1SqIrdtVxclbKeUwlJkUzCorK1U4QyBDrVkgwKpvIqJkd4mpaGhWoyTRSR99xIIhTuBKqYuhjIiI0qZv2J5at2wuq5XvyuvUiEk2S1JvwlDWQ3ofMtSY6c2XelMmERFZWxNWVueW9aU1KoBhc3v9yT4sorgxlJkQyPQmS3T01/uYYfSlPrcaERGZAxO1Inx9vbNSvt5ZLVWNnEGf0gdDmYmBLLKPWUVFBecpIyIyqYP+up1VahkjdNRnB31KVwxlJgYyHYJZUVGRmrCWiIiMa/EH1CjJlVvKZENpreovRpTuGMoMwqhKrAoQLZDpcD/nKSMiMracEWbQ/2xLmQpknEWfUo0tFBRxWLfuNUOZAVgZoL6+Xi3PFMuC5FywnIio+z5imKpiTUm5ap50ezmdEKUyTRwBrwRcjvRfkDzVYdkkh8MRUyAjIqLoQQxzh63ZViFfbK/kkkbUa2g2h9hDPnEGmiXgzDY9mDGUGRAKhdRUFwxkRETGYL6w78pqZd33M+p7GMSoN7LZJODMEmfQa0kwYygz2MGfgYyIqPuasPJ6j+yqaZStFfVqCos9dRz4RGnCZldhDKHM7GDGUEZERHEt6F1a2yTVTS1S526ROo9Xat1eNZkrAhiXM6J0ptkdlgQzhjIiIup25vyaphbZXtUgWysapKSyXnZUNUiAwYv6MM2CYMZQRkREbbBMEZoey+vdUlrrlp3VjWpjHzAi64MZQxkRUR9W3disOt9jpnzUgDW1cO1IomQFM4YyIqI+NDkr+nuh5mtHVaNs2FMjZXWeZB8WUXoGM8148z5DGRFRmsBSRFUNzWrUY2mdWxqbfao50uMNSGOLT8rqPWpkJBFZH8wEs/8bxFBGRNSLeP1B2VPXJBUNzdLg8Uqdxyf1zV7VEX93TROXJiJKejDLEmeghTVlRETpNupxd22TrNvZ2t8LHe+rGpuTfVhEFI2miSPok3gxlBERpZAWf0A27Wmd+X7dzio19xcR9QKappotbVqotU9Z0PigGYYyIqIUqA37Zme1fLu7WrZU1HPiVaJeHsjQjCkh4/03GcqIiJIAfcA+31Imn20p4xJEROkWyOLEUEZElCD+QFDWbq+UTzbulk1ldck+HCJKoUAGDGVERBZDTRiC2Kff7RG3lzPjE6UFzdxABgxlRJT0CU0xn1ZDs08t5dOsb/6A+PxBCYRCEghq6msopKmJsu02m9hsNslw2mVwYa4M7ZcrgwtzJMPZ8zdFszS1+GTV1nLVPLmtsiHZh0NEKR7IgKHMAKeTp4soXgheO2saZVdNk5pPq7S2SWrdLabVHGFRkwH52TJyQJ6MGlAgo4rz1de8LJckCiZqxXJFa0rK1ehJdtgnSkeaJYEMmDIMhjKPxyM5OTnJPhSiXqG6qVnWbquUtdsqpKSiXqyMKHhuzOGFDb9TV5yfLWMGFsjYgQUyZmChjOifZ1qNGmr5MHfYhtIa+XpnlWwpr1ez6hNR+nIEvGITzfRABgxlBgQCAXG73ZKZmSn5+fnJPhyilJ3i4audVbLoi22yrSr5zXZ6UENTol6jNrAgW4b3z5NhRXlSnJctOZlOyclwSXamUzKdDrUUkT8YavuKWfIxkz6+tvgCqo/YjupG2VPbJAHWhhH1GbZQsLWGzJVjeiADhjKDoSw3N1caGlo/aLoLZvhwIupLUGP05qotKRHGosFViSWKsEXWqBERdQ81ZFmWBDJgKDMITZeoKesumCGQ+XzxL7VA1JuU13vkb8s3yMY9tck+FCIiy2g2h4jNbtnzM5TFQQ9i0YJZKBSS2tpasdutKziiVIB/fHy8sVT+sXKT+ALGZ68mIupVbOgAYR2GMpODGQJZdXW1aurMy8tL6jESWQlTWPz14/WqgzsREfUcQ5mJwQz9zRDI/H6/FBUVSTAYTPIRElkDC2X/edm30thifMFdIiLqHEOZicEMGya0LC4uVrcxlFG6wUjEN1d9J0u+2ZnsQyEiSjsMZSaIHJGJQQAZGRns5E9pp6zeLc99+I3srG5M9qEQEaUlhrIe0vuQoYYMgaylpUUaGxvV90TpAPNzfbRhl7y9dis78xMRWYihzIRAhj5kaLJEDRkCGWrNMHWGw5E66/ARGYX1J5eu3yVLvtkhTew7RkRkOYYyEwNZZB+zuro61axJ1NumuMDalKtLyuWjDbtVMCMiosRgKDMxkOkQzDAlBvuVUax8gaB4vH5p8vrF4w2oMKQ2f0A1H6qZcWyYIscmdjSVOx2Sk+GU7O+3QYU5kpsZ38LbLf6A6if21Y4qtUZldVOL2X8eERHFgKHM5ECmQy0Zl1kiLE6NcIWg5fEhcPlV6MEM+PpW625Roxp7qjAnU4YX5ar1HPvlZkpuhqttTUe73aZ+tzoWX0Aamr1qIe3dNU1qXUi+UomIYqCFRDCrv0UYygzSR1l2Fch0TidPb2+HYO32BlRwqnN7pb7ZK+4Wv7h9fvUVAQeLVPv8QfFh4Wp/UPzBoOoQj9ovM8JWrOo9XrV9u7smYb+TiKgvsWkhsYX8XPsyFSCEYe6xwYMHdxvIqHcGMNQaba2oV1tJZYOU1bkTGqyIiCh1aTa7OIJ+tf5lyGF+DmAoMwBrWRYWFjKQpQnUKm2rbJDtVdgaZUd1A0cZEhFRdDa7BB0ucQRb+4ybHcwYygzwer1skuzFQiFNtlU1qLUasUwQRhkSEREZodldElQ1ZuYHMyYMA9hxv3faU9skn2zaI59t2cOaMCIi6jE9iJkdzBjKKC0FgiFZuaVMPtlUqvqHERERpXowYyijtKvNXFNSIW+s3qI67RMREfWWYMZQRmlj055aee3z71THfSIiot4WzBjKqNfDjPQLP90kyzfvSfahEBFRHxQyKZgxlFGvtqW8Tp5f+g2XBiIiopQKZhIyvnYwQxn1SsFQSN5eUyLvfb1NOCiWiIhSLpiFjE88zlBGvQ4C2Z8+WCdfbK9M9qEQERGZhqGMel0ge2HptwxkRESUcuxBn6olC6oaMzZfUprPyP+XZetlVUl5sg+FiIgoaiBTzZiaTSwPZSUlJbJs2TLZvn27eDweGThwoBx66KEyffp0ycrKMnwARLEIaZq8tHyDfLalLNmHQkRE1HUgi1PMoeyll16SRx99VFatWiWDBw+WYcOGSXZ2ttTU1MiWLVtUIDvvvPPkpptuktGjR8d9QEQd+QNB+esnG9QM/UREROkYyGIOZagJy8jIkIsvvlj++c9/ysiRI/daqHvFihXyyiuvyNSpU+XJJ5+UM888s0cHRgR1Hq/83/tfqYXEiYiI0jWQxRzK7rvvPpk9e3bU+zMzM+XYY49V2z333CPbtm3r8YERbausl6ff/0rqm7+f84WIiChNA1nMoayrQNbRgAED1JaObDbjnfYovv5jyzeVyqufblILixMREaV7IOvR6MuKigq1hTpMjnbwwQdLukKNYCBgfIgrGasd+/unm6Skks2VRESUemwhvzhCAdMDWVyhbPXq1XLRRRfJ+vXrRft+KnXUIOF7fA0Gg5KuEEDr6+vVoAb0sSPz1Hu88ubqLbKC61cSEVGq0kLiCPol6Mw0PZDFFcp+9rOfyX777SfPPvusGoXZl5r0fD6fOBwOqaqqkuLiYgYzEyaC/XZ3jRpV+eX2SvGzqZKIiFKYTQtJ0OGyJJDFFcq2bt2qRmCOGzdO+qKCggJpbm6OKZixqXPvyV8rGj2yq7pJNpfVyuqSCnF7/ck+LCIiophoNrtodpdYxXAomzlzpnz55Zd9NpTZ7XY1kKG6urrLYOZ2u8Xv96ddqPL4/OLxBsQbCIrXHxRfoHVDQzZqTVW9qU2kxReQhmZf21bZ4JHdtU3iC7A2jIiIeimb3dKnNxzK/vSnP6k+ZevWrZOJEyeKy9U+MZ5yyinS14NZY2OjNDU1SW5urqQ6j9cvzy/95vtwFRJfMCjBUGtfQUDIws+o0Wr2BVT4IiIiohQIZZgk9pNPPpF///vfe92X7h394buyOhGnu/UHTRNnwC/1O3ZLwJktmt0RHiZrd0pDfbPM/8dyCTqze/Q7Aw6P1PRb3+62f9e5xBnM6dHzEhERUeowXA93zTXXyPnnny979uxRoxEjt3QPZHux2VrDmM0uzkCzOLB9P2+JlW3ORERElH4MhzI02V1//fVq5CWFgxnYQ0EJ2R2WjcogIiKi9GU4lJ1++unywQcfWHM0vZQ9FO7Qj2BmCyW/xjCkBWV3/VbxBVqSfShEREQ9MtBXK8O8lZY8d5G/QUa1lIvt+7lXe1WfMsxRdsstt8jHH38skyZN2quj/y9/+Uvps0st2F2qGRNbwJGZ1OOqbNojS7e+LU6bU8YOOED2HXCQFGUP7FPzyhERUe/l0IKyv2eHTG3aKPu0lEqtM18eHX6m6b/nBw1fypSmTVLm6i+f50+Qr3P2kZYkfYbHNfoyLy9Pli5dqrZI+MDvS6Gss7Wv0JTZGsxaktqMqUlIAiG/BMUv35avkk2VX8rA3GEyvniSjOw3TpwO9nkjIqLU0y/QKJObvpMpTRulKNAoNtHU5tSsaYWya5pkhvwyzFclc6uXyY9qV8mXufvK2rzxUppRrLoppWzzZUlJSdQNE8ua4YknnpAxY8ao5YymTZsmK1eu7HL/hQsXyoQJE9T+qL179913292PJaDmz58vQ4cOlezsbJk1a5Zs3rzZmsVIIzr/2yx6ARmR5cyWXFe+OGwOKWvcIctK3pE3vnlO1u7+WBpaapJ9eERERGqm/PHNO+WciiVy7e5/yPF1n0u/QJO4HVlS78wTvy3upbpjErTZpcGZKw2OHMnUfHJ04zq5vOxf8vPyt2Vy02ZxRXRTspJpfyVGY/7lL3+RG2+8sUfP8+qrr8q8efPk6aefVoHskUcekdmzZ8vGjRtl0KBBe+2/fPlyOffcc2XBggVy0kknycsvvyxz586VNWvWqHnU4P7775fHHntMXnzxRRk7dqzcfvvt6jm//fZbFeRMXx0eU4M4M9X6WFb55Lv/SGVDWdT7NfxPw0StNlWD6XJkqC0YCkqL3y1f7Vkh35avlqEFo2V88UQZVjBGHHZrX/RERESR8gIeOcSzRaY2bpBif704JCQtNpfUOXL3qqHKC3rkpp0vRX2ukM0mS4oOESmIeIzPJ1eWvS3OUKjLZlJ8agIqVNyObDXlVYYWkLEte9Q225Ern2aPkw0hu/gcDrGKTdNXFTew9mVntm/frmq0MHFqTyCIHX744fL444+rnzHVxsiRI9VUHDfffPNe+5999tlq9vy333677bYjjzxSJk+erIId/rxhw4bJr371K/n1r3+t7sei4hg9+sILL8g555wT03E1NDSowDlg+Bj1ouludXh09rdrQakrnmDSPGVftbvtk4++lnpPrQpaUY9BbJLp7Dx04rz4Qz7xBX1qv/zMfjKueKLsM+AAyc2IeEUTERGZCB3qR3vL5NCmTTLRs02yQl7VQOmxZ0ogSuWAXQtJVsjX5fOiCXJJ/0OkpX9V220DPc0ydU+tBGwO9Tui8dmcXf7unJBXmjS7vG4fLTabXZpdedLkyO56QvWAX+677dcqc2CJxlgYrhqpra1t9zPmJkOz5fr16+XJJ5+Uni74vXr1ajWQIHL2fDQ3YtLazuB21KxFQi3YG2+8ob5Hs2pZWZl6Dl1hYaEKf3hsrKEMnE6nOEIBCbqyUmLaC6fdpZon44HaswxHptqCoYA0+epkze6PZF3ZZzKicF/Zt/ggGZqPFx8HBhARUc8hfE1yb5XDGzfIEH+N6iPmtTmlwZErWjefNSGbXTyOrlu2uupz1mzPVM8RDzwOAaxRc4hNE/FpmgzyVckgm0PV6DWo5lVzas8Mh7LXX3+909vvueceFYQuv/zyuA8GSxYh5HWcAw0/b9iwodPHIHB1tj9u1+/Xb4u2T2e8Xq/aImvKEMowU38qBDIzodkyx56nmjvdvkbZXPWVlDZskxn7niJD8kcm+/CIiCgNzKpdpUZS5gc9qu9WUydNlKnNJg5ba2f8Gi1LBoSaZaBWL3mhFtmeac7craatrIl+XR9++KGkC/RRQ42avqEJNRAIqGkv0g3mNGv2u8XtbxKnI1PGFO0v00cfL4Pzhif70IiIKE180O8web/fVNmROVicWkgKg27JCnpV/63eQVMjNQs1r7gkJNX2bKl05MuejAGm/QbTenZ/+eWXcuihh/boObCwt8PhkPLy8na34+chQ4Z0+hjc3tX++lfchtGXkfug31k0aEKNbBZFTdndd98tqQTNjt4uJofVmyij9SnDlBneYIvqU5bjylNzme0z4EApzDbvBUZERAToQP9x4cGyvGCijGveLYc1bZT9m3eqcBYSNE9mSjBKMyBGZ2Z1MwISfb+iQX+0LvuU2Z1d/u7sEMKjXWx2TXy2DGlx5kqzZhfRQhLQbKhEM4XhUNax/5YecN58802ZM2dOu/v/8Ic/GHrujIwMmTJliixZskSNoNQ7+uPnq6++utPHTJ8+Xd1/3XXXtd22ePFidTtgtCWCGfbRQxgC1meffSZXXnll1GPJzMxUW6oqyCqSFl/Xs/V7MV+a3SX2iHb0kBZSs/wHtIBqthySP6pt7rKuBg0QERGZAX20NuWMVBtm08eUE1Pcm9QUGBgE0OLIEK/N1a5pEx3tEaqiBSdAnzP0T8uQcEf/FqdDmhxZ4uymNi4/2Cx1zrzwDZomLi2owhjmSHPbs2RNzj5SFcgUrz1TNLtD7dM2YTymwsJtiQ5la9eu7fR2jJisqKhQG8TbQRyh7qKLLpKpU6fKEUccoabEwOjKn/70p+r+Cy+8UIYPH66aF+Haa6+VGTNmyEMPPaRC4SuvvCKrVq2SZ555pu04ENhQyzV+/Pi2KTEwIlMPfr3RjP1OFGcwJ+r9mJPsP5sWtk6OoWrFAuILtoa4LGeOjO9/iKoZ658ziJ35iYgoKWpdBfJB0RRZ1u8QmeDZoSaMxRQU/UJu1Xk+soN+oyNHHhrR9eC8HGmUw2R728+NGRny6MjTxCP5UR9zWtVHcnhTa791hEIMSMjUAhKw2VXTpD7LPzr496vasNe8pGYGM8OhzOp1LzHFRWVlpZrsFR3xUbu1aNGito76O3bsUCMydUcddZSam+y2226TW2+9VQUvDDjQ5ygDTGWBYHfZZZdJXV2dHHPMMeo545mjrLdB82ZQC4rD5pTi3CEyrvhgGVO0n2REmSqDiIgo0QI2p6zL3Udtg3y1Mrlpkxzq/k4Kgm51v9VVB2j6LAi4Va1Yiz1DVufuJ2vy9pNtmUPbRoY6As17P9DkYGZ4nrK+Sp+nrGjkeBFn9539rZ6nrH/dwV3WlJU37pQlm19T86mMLtpP1YoNyhumfiYiIkp1GSG/HOQpURPLjvBVqrUvHxl+Vvc1ZY72S0CuCc7osqbs1OplMrVxo1S5CmV13v5qiaVGZ+5e+yGUoaYshDnPOgav75sy0f+sLZhZNU/ZCSecIL/97W/VpKxdwcSxmKsMa2NeddVVMR0AWaM4d6gcNWa2DM4fKdmuvV9cREREqcxnd8navP1kbe54Ge6rtGzty08KJsk3OWNla9awuOcy66zGTOI43phC2ZlnnilnnHGGmhri5JNPVv290CcLzX+YTBbLFX388cdqzUn063rggQfi+ZPIROjEP6b/hGQfBhERUc/YbLI7c+9lFs1S5eqnth7rEMyki6WdehTKLrnkEjn//PPVwt9YmxKd6FEd13oMNjnwwAPVLPqff/65HHDAAcb/ECIiIqLeDmtfOzLE2cV0VaZ09Mf0EAhm2AChrLm5WQYMGCAuV/pNqEpERERkBPqTI5BhYXO1JlOiJo/VZ7rva8YN6Sc5OdE72Eeu49nS0iLzfnKU9O/fv0e/syHQIO/XtZ80b1a/GVLg7PnC4W6vX55+/yvxBYLiCwbFFwhJMBhqmx8G/w2GQuL2BiTEMSFERERdBLJmFchUn7JA15PdWjqjP/VOuZku+dWcKd3uh0G6Lf6gCnHYvH4EuKB4EeYCobYAhyyHJu1mX0Aamr3S0OxTW2VDs5TVu3vPahpERETxBrLWD0MxiqGMYoKglZ3hVFtxfnxTfCDE7alzy87qRtlcVidfbq9UoY6IiCitAlmcGMooYTKcDhldXKC2Y/YfrmrbvtpRKSu3lsm3u2rYPEpERH02kAFDGSVNpsshh+87RG1Vjc3yz5Wb5Yvtlck+LCIiooQHMjA8SxrWpfzoo496/IuJIqFJ9PKZB8u1Jxwqw4o42S0REfWtQBZXKMNUGLNmzVJrTN57772ye/du6SsyMjIkFMdkcBS7CcP6y62nHiFnHD5O7FwonYiIUo0WsiSQxRXKsNg3gtiVV16pJpIdM2aM/PjHP5Z//OMf4vcbH/7Zm2AhdKyByWBmLYfdLrMmjZZrZk+W3Ey2sBMRUYpQa1y2WBLIIK5FngYOHCjz5s2TL7/8Uj777DMZN26cXHDBBWrppeuvv142b94s6cjr9UowGJTq6moGswTVmt108hFsziQiopRg04KWBTKIc+XNVnv27JHFixerzeFwyIknnihff/21Wnbp4YcflnSDubowYS5qBGMJZgxuPTewIFtuOGmqHDKqONmHQkREfZ5Ngs5MSwJZXKEMgeSf//ynnHTSSTJ69Gi1HuZ1110npaWl8uKLL8r7778vf//73+Wuu+6SdOR0OqW4uLjbYIb7Mas/9VyWyymXHjdJpoy1bkFaIiKi7mh2x/dTpVvDcIedoUOHqiBy7rnnysqVK2Xy5Ml77fPDH/5Q+vUzYcX1FO7wj2BWVVWlghnW/0R/Mx3CWG1trVovlMzrZ/bTGQdJMKRx2gwiIkpLhmvK0CyJWrEnnnii00AGCGQlJSWSzvRg1rHGDIEMYQ01atiHzA1mlxw7USaOHJDsQyEiIkp+KEOH/qysLPOPJA2CGQYCIJC5XC4pKipSSxORuZwOu1z2w0lywPCeLfJORESUanrU0Z/CwSyyhgzNmQxk1nE5HXLFzIPl2ANHJPtQiIiITMNQRr12Hc2zj9xfrjl+shRms5mYiIh6P4ayHtJryPQas0AgoJoyMX0GWe/AEQPkttOOlMPGcGQmERH1bgxlJgQy9CFDkyVGW+p9zDD6ksEsMfKyXPLzH06UX8w6RIb240SzRETUO3ENG5MCmT4lhl5jVlFRwXnKEgh9+CaNKpYDR/SXT78rk7dWb5H6Zp5/IiLqPRjKTAxkOgQzjL50u91JO8a+PG3G0fsNk6ljB8snm3bLxxtLZU8dy4GIiFIfQ5lB6DNWV1cXNZDpcD/nKUueTJdDjjtolPzwwJGyrbJBlm8qlc+3los3EEz2oRERUS9lCwXxr3/Lnp+hzGATWX19vZqnratApuvufkpMmY0dVKi2s6bvL5vLamXdzipZt7NaKhubk314RETUq2jiCHgl4HJYsv4lQ5kB6MiPhddjCWSUelwOuxw4fIDazpymSWVDs5RU1sv2qkbZUdUgO6obxR/kIvJERNQ5zeYQe8gnzkCzBJzZpgczhjIDsJRSQUEBA1ma1KANKsxR27RxQ9VtwVBISmvdsrWiXkoq6mVrZb0KbkRERIrNJgFnljiDXkuCGUOZwQ7+DGTpPUhg5IB8tc04oHW1gEAwJPUer9S4W6TO7VUjOt0tfnH7/OqrxxcQXyAoXn9QfMGg+NTXkLoNi6cTEVGasdlVGEMoMzuYMZQRdbPW5oD8bLUZhZo3XyAkzb6AuL0IcH5xewNS09Qi5fVuKa/3qK3BpKk7slwOGVaUJ8OKcqUoN0tyMpySk+lSX+12mzR7AypE4njqm72qVnB3TaM0tvhN+f1ERH2FZndYEswYyogsrHnLzsDmlP55WV2GN4Q2BDa9Fq7l+/DU7EctXEBsYhP8366+2FQAy850STa+ZrhkUGG29M/NimvN1YZmr+yoapQvd1TKl9srGdKIiJIUzBjKiFIgvBVkZ6otGfB7J47EViznTp8gWyrqZHVJhazYXKpq+oiIKDHBjKGMiNqgmXP8kCK1zZk8VpZ8s0OWrt8lLX7O70ZEZHUwY691IupUfnaGzJ06Tu4+62g5cfIYcaLtlIiIogYzmxZSwUyw9nUc618zlBFRl3IzXXLyYfvKjScfLoMLc5J9OEREvSKYOUNew8/BUEZEMcFUIbeccoQctd+wZB8KEVEKB7MsFcxsrCkjIqvXFL3gmAPk58dOVKNKiYgogqaJIxj/NEcMZURk2JR9Bsttc6fJfkOLkn0oRESpQdNUsyVqydCMGXBkGH4KhjIiigvmXrv2hEPljMPHcRAAEfVtWvtAhmZMrJNpFEMZEcXNbrPJrEmj5aaTD5fRxQXJPhwiopQIZPFiKCOiHhsxIF9uOnmqXD7zYBnaLzfZh0NE1OsCGbCnLhGZAks8TR49UA4eWSyfby2TRV9tk7I6j6SiguwMGa7WCc2T4vystjVC8TXDYZdASBN/MCiBYOtX7/eLzmPD8ldl9W7ZWd0oFQ3Nyf5TiChNAhkwlBGR6asCTBs3VI7Yd4iU1rll7bYK+WJbpeyubUrK8eRluWTswEIZM7BAxg4sUFN75GUZ74DbmRZ/QIWzDaW18vXOKvU9EfUBmvmBDBjKDHA6ebqIjNScoTYK20mH7iNVjc2yo7pRdtdga5JdNU1S5/FKMGR8Lp+uJrodVZwvowbky6jiAhk9IF8NSIhnofZYZLmcbctSnXzYPlLrblHhbE1JhWzaUyvm/WVElDqsCWTAlGEwlHk8HsnJ4azmREYV52er7bAxg9pu0zRNPL6ANDb7pKHZJx6vX5r9AWn2BVUtFJoLA6GQBIIh1aQYCmlqSTkMMMBXl8MhQ/rlyJDCXNWXDUtDJVNRbpb8YMIItdU0tcjnW8rk0y17UrYZl4iMcwS8YhPN9EAGDGUGBAIBcbvdkpmZKfn5+ck+HKJeDzVYqN3CNiTNBgighm72IWPk+INHy7bKBvl4U6ms2lomvkAo2YdGRHGyhYKtNWSuHNMDGTCUGQxlubm50tDQoH7uLpihFoCI+jYEz7GDCtX2kyPGq0EQn2wsVU25RNTbaGoZJSsCGTCUGYSmS9SUdRfMEMh8vviXWiCi9IOlqfTmzT21TbJyS7ms3FqmmjqJKPWpCWFt1s0mxlAWBz2IRQtmoVBIamtrxW7nNHBE1LmhRXly6tQ8OXnKPlJSUS/rdlbLt7ur1QhO1rETpSiLBg3pGMpMDmYIZNXV1aqpMy8vL6nHSESpD4MW9h3cT22nTt1XDXpYX1oj3+yqlm92VYnbG0j2IRJRgjCUmRjM0N8Mgczv90tRUZEEg8EkHyER9TYYQYo53rBhtGlJZb2aZqOkskFKa5ukqcWf7EMkIoswlJkYzLChU29xcbG6jaGMiHo6Ea9ei6bD1CEIZ5UNHqn3+KTe45X6Zp9UNzWrqTdCHGBE1GsxlJkgckQmBgFkZGSwkz8RWbZEVEF2f5kwrP9e9/kDQdlT51YT85bWuqWpxSdur19tjS1+qW5sZn81ohTGUNZDeh8y1JAhkLW0tEhjY6P6nogokVxOh1rJAFtnMCEvVlPAdBzbqxrUqgO1bm/Cj5OIOsdQZkIgQx8yNFmihgyBDLVmmDrD4bBmHhMioniXhYpsDsXUPahRW7erSo3+RFDzBzm5LVGyMJSZGMgi+5jV1dWpZk0iopRen7R/ntpmHzxG9UerbWqR8nqPlNV71FxqO7FWaa1bLXVFRNZiKDMxkOkQzDAlBvuVEVFvm55jQH622g4cMaDt9mAopPqq7ahqlK0V9Worq3OzfxqRyRjKTA5kOtSScZklIkoHDrtdRvTPV9tR+w1TtzX7Aqq5s9bdovql1Xm86nuMAK1qbE72IRNZQwuJYFZ/izCUGaSPsuwqkOmcTp5eIkrfJaM6GwGqBzZM24FRoFitYFMZBxRQerBpIbGF/Fz7MhUghGHuscGDB3cbyIiI+nJg0wcUzDhghGo1qG5qUaM9sVIBJsPlgALqjTSbXRxBv1r/MuQwPwcwlBmAtSwLCwsZyIiIDFCTaudnqw3Nn15/UNbtrJLV28rVqE8GNOo1bHYJOlziCLb2GTc7mDGUGeD1etkkSUTUQ5kuh0zZZ7DaMHcaas/WbqtQNWi+AAMapTbN7pKgqjEzP5gxYRjAjvtERObPnTZl7GC1+QKtNWgrt5TJul3VEgzxPZdSkx7EzA5mDGVERJQSMpwOOWzsYLVh4fXVJeUqoGEKDqK+EMwYyoiIKOXkZbnUIAFsWHT9qx1V8tWOStlQWiMB1qBRmgYzhjIiIkpphTmZ8j8ThqsNfdA27K6Rr3ZiaagqtdA6UboEM4YyIiLqVX3QJo8ZpDYsC7WtskHVnm0uq5OtFXUcKEC9OpgxlBERUa9dFmqfQYVqA6zPiVUGENC+K6+TLeV10uIPJvswqY8GMwkFDD8HQxkREaUFp8PeNmmtvmYnVhXYWForX+6oVKsLsDcaJSyYhYzX2jKUERFR2q7ZObq4QG3HHzxaDRjAXGhfbK+UjRwwQCmIoYyIiPrMgIFj9h+uNqzPiUlrv9heob6ymZPMYA/6VC1ZUNWYsfmSiIgopvU5p+4zWG3oi4YBA1g4HetzYl40Lv1EPQlkqhlTsxl+DoYyIiKSvt4XbdyQfmo7cfJY8QeCUlLZIBv31Kj+aPgeIz2JYg5kcbJLivD7/XLTTTfJpEmTJDc3V4YNGyYXXnihlJaWdvvYJ554QsaMGSNZWVkybdo0WblyZbv7W1pa5KqrrpIBAwZIXl6enHHGGVJeXm7hX0NERL2Vy+mQ/YYWycmH7Su/PmmqPHT+D+SKmQfL9PFD1aS2RFYEMvVckiI8Ho+sWbNGbr/9dvX1tddek40bN8opp5zS5eNeffVVmTdvntxxxx3qcYcccojMnj1bKioq2va5/vrr5a233pKFCxfK0qVLVdA7/fTTE/BXERFROsyNdsjogXLh/xwovz/nf2TeiYfJ8ZNGy+jifDHeQEXpxG5iIEup5svCwkJZvHhxu9sef/xxOeKII2THjh0yatSoTh/3hz/8QS699FL56U9/qn5++umn5Z133pHnnntObr75Zqmvr5dnn31WXn75ZTnuuOPUPs8//7wccMAB8umnn8qRRx6ZgL+OiIjSgd1uk/FDitQGbq9f9UP7dne1Wgqqofn7Oaoo7dlNDmQpFco6g0Bls9mkX7/WOWc68vl8snr1arnlllvabrPb7TJr1ixZsWKF+hn3o2kUt+kmTJigQh72iRbKvF6v2nQNDQ3qWIiIiHS5mS45dMwgtZ17VOsKA19ur1SjOisampN9eNSLApl6XklR6AeGPmbnnnuuFBQUdLpPVVWVBINBGTx4cLvb8XNZWZn6Hl8zMjL2CnaR+3RmwYIFqvZO30aOHCmZmZkSCBgf4kpERH1nhYHTDh8nvz1jusw//Ug5dcq+Mqa4888w6p1sIb8lgSypoeyll15Sne71bdmyZW33oWbrrLPOEk3T5KmnnkrK8aH2DTV1+rZz504JhULqe9TQERERRYOWlaH9cuWEQ8bITaccLgvOOUYuOXai/PDAkSqkIcBRL6SFxBH0WxLIktp8iQ78GCmpGz58eLtAtn37dvnvf/8btZYMiouLxeFw7DWSEj8PGTJEfY+vCFF1dXXtassi9+kMasWwRcLz4Pehhg6/GzVwRERE3emXk9k2Lxr4AkH5rqxOvt5VJet2VktVI5s6ewObFpKgw2VJIEtqKMvPz1dbJD2Qbd68WT744AM1hUVXEIqmTJkiS5Yskblz56rbUJuFn6+++mr1M+53uVzqNkyFARjVicED06dPN3zcCInNzc0xBTM2dRIRUWcynA45cMQAtZ01TZPyeo98s7tazYuGgQPeAFcYSEWazS6a3bppUVKmoz8C2U9+8hM1rcXbb7+t+orpfb769+/fFn5mzpwpp512WlvownQYF110kUydOlWN1HzkkUfE7Xa3jcZEf7BLLrlE7YfnQai65pprVCCLZ+QlBhIgLFZXV3cZzHAM+JuIiIi6a+oc0i9XbTMPGqUWUi+paFDLP63dXqECG6UIm7W9vlImlO3evVv+9a9/qe8nT57c7j7Umh177LHq+y1btqgwpDv77LOlsrJS5s+fr0IcHrto0aJ2nf8ffvhhFaZQU4YRlZjH7Mknn4z7WLsLZo2NjdLU1KQmwSUiIjK6kLq+wsApU/aRPXVuWbOtQtZuq5DSWneyD4/6QijDjPzo2N+dbdu27XUbas30mrPOYKZ/zPqPzSzRghkCGabPwOAF9D8jIiLqSS3asKI8tZ106D6yp7ZJVpdUyOqSciljDVraSZlQ1ht1DGYYGICpPNBEqn9PRERklqEIZ0V5MufQsaoGDf3Pviuvk+/K66XeE55bk3onhjKTgtmePXtUCEOtHAYwcNoMIiJKRA3asQeOVC1NVY0tsqG0RtaXVsuG0lpp9nGwWW/DUGYCdOrXoc8aAxkRESU6pA0syJaBBcPlfyYMV4MF1OoCOypl1dZyqXWzFq03YCjrIb0PGZos0bFfb8rEqE8iIqJkDRbYd3A/tc2dOk5KKupVOMOAAa7PmboYykwKZPqca3ofs9raWtXZn4iIKJmweoAe0M48cj/Z/n0NGhZQR780Sh0MZSYGssg+ZhUVFWzGJCKilAtoYwcVqg01aGX1blWD9vmWcqlo4GjOZGMoMzGQRQazoqIitQ8REVGqGlKYq6bamDN5rOysbpTPt5ar6TbYBy0KTN1l4bKlDGUGeTwe1Zk/WiCL7HTJtTGJiKg3wGfWqOICtZ12+Dg1SEDvg8apNsJsWlBEw6z+1sxDylBmgNPpVCMtsVxTV4Es8kVORETU25o49xlUqLafTBuvatC+3omF06tke1Wj9G02cQZaJKDWwDQ/mDGUGQxlGGEZSyAjIiJKh4A2urhAbWjmRK3Zt7ur5dtdrfOhub19ay40DUFMC4kz0CwBZ7bpwYyhzIBAICA5OTnJPgwiIqKkKMzJlOnjh6ktFNJke1WDWlVga2W9bK2ol6YWv6S7oDNTHEGfJcGMocxgKCMiIiIMaguP5ASsKlDZ2KzmRNtW1SDbKhpkV02jBELdr2vdu9hUGEMoMzuYMZQRERFRj6Ef9aCCHLVNGzdU3eYPhqS0tknK6txSVudRU3CU1rp7//QbNmuCGUMZERERWcLlsLf1SYtU5/HKht01aq3Oz7aUSa9kMz+YMZQRERFRQvXLyZQjxw9V28UzDjLviX21Ijsq2t103qgZIhlFPX7qmpoaWbhwt2RlZbWb8ioUCqmVfPx+vxQX92+7D1NoGYXJNoiIiIgoDvpKPi6XS6193ZPVfBjKiIiIiEwOZvEMDmQoIyIiIjIxmFVWVkptba3x5+jpQRARERGRqGCGZRjjxY7+RERERCZAsyU6/aO2LJ6lFhnKiIiIiEwIZOhPhkCGZkyOviQiIiJKciBDMyY2oxjKiIiIiEwMZPFiKCMiIiJKciADhjIiIiKiJAcyYCgjIiIiSnIgA46+NADrWWGNKyIiIuqb/H6/1NfXmx7IgDVlBuDENzQ0MJgRERH1QaFQSM3Ub0UgA4YyA7xerwSDQTUxHIMZERFR32u2dDqdlgQyYCgzQNM0KSwsVFWXsQQzBjciIqL0YbPZpKioyJJABgxlBiEhFxcXdxvMcD8SNREREaVP33JbHMsnxYqhLM5C6SqYIYyhzdnKgiMiIqLEsvpznaHM5GCmD5NFjRr2ISIiIooFQ5mJwQwDAfR5S9DmzJoyIiIiihVDmUnBLLKGDKMyGMiIiIjICIYyIiIiohTAUNZDeg2ZXmMWCARUUyamzyAiIiKKFUOZiWtfZWZmtvUxw+hLBjMiIiKKFUOZyYuRRtaYcZ4yIiIiihVDmQWrwyOYYfQla8qIiIjSh2bx5zpDmUGoAesqkOlwP+cpIyIiSq9KGc3CYMZQZgCmuaivr495dXir1sYiIiKixEMgQ59xq9a2ZmowAB35HQ6HZavDExERUepCC5g+y4IVwYzJwgAUQEFBAQMZERFRH2S321Wf8WhrX/f4+U19tj7QlsxARkRE1He5XK5O1742AxMGERERUQ/WvjYrmDGUEREREaVAMGMoIyIiIkqBYMZQRkRERJQCwYyhjIiIiMjkYBZPOGMoIyIiIjIxmGHln4aGBsPPwVBGREREZFIwwwTzCGbYjGIoIyIiIjIBmizjqSHTOc04CCIiIqK+Hsiqq6tVDdnAgQOlpaXF8HOwpoyIiIjIpECGfmVoxnQ6jdd7MZQRERERmRjI4sVQRkRERJTkQAYMZURERERJDmTAUEZERESU5EAGDGUGxNNpj4iIiNKHpmmWBDJgKDMYyjweT7IPg4iIiJIUyGpray0JZMBQZkAgEBC32y2NjY3JPhQiIiJKMJ/Pp7KAFYEMGMoMQEHk5uaq2XpjCWZI1ERERJQeNE2ToqIiSwIZsJOUQTk5OZKZmdm2jEJ+fn7UgkOiJiIiovSQkZEhLpfLsudnKIuDHsSiBTOMykCbs93OikgiIqJ0Ybf4c52hzORgpg+TRVNnXl5eUo+RiIiIeg+GMhODGfqb6cNk0eYcDAaTfIRERETUWzCUmRjMsNlsNjUqAxjKiIiIKFbs9GQC1JDpMAjAqlEZRERElL4YynpI70OGGrKsrCxpaWnhPGZERERkGJsvTV77CoEMzZiYOsPhcCT7EImIiKiXYCgzeTFSvY9ZXV1du2ZNIiIiol7ZfHnFFVeoJsFHHnmk232feOIJGTNmjGo+nDZtmqxcubLd/WhSvOqqq2TAgAFqmoozzjhDysvLLVsdHsEMvwf3ExEREfXaUPb666/Lp59+KsOGDet231dffVXmzZsnd9xxh6xZs0YOOeQQmT17tlRUVLTtc/3118tbb70lCxculKVLl0ppaamcfvrplgQyHWrJrJz1l4iIiBILc5D2qVC2e/duueaaa+Sll16KKdT84Q9/kEsvvVR++tOfyoEHHihPP/206s/13HPPqfvr6+vl2WefVfsdd9xxMmXKFHn++edl+fLlKvgZhf5isa4O73SydZiIiChd+P1+cbvdfSOUoRbqggsukBtuuEEOOuigbvfH2pKrV6+WWbNmtVsCAT+vWLFC/Yz7cRIj95kwYYKMGjWqbZ9YIYRh7jGrVocnIiKi1IXKoqamJstmWUipqpzf//73qnbpl7/8ZUz7V1VVqZA0ePDgdrfj5w0bNqjvy8rKVIDq16/fXvvgvmi8Xq/aImvIMJpS77zf3WLjCIKo5kRNXU81BZvE2xA+FqjT6iTgsLYalYiIqFfx14s0dvhsrK0TcWk9fmr98zw7O1sN5sNnfFcD+uJp6kxaKEPz5OWXX9728zvvvCOPPvqo6heGDv7JtmDBArnzzjvb3XbLLbeoQoklIaPWT9M0effdd9uaMVFACGtI2kaaNoNaUOp99aIFNLE5bWJ32KXWUSsOm/EpN3BcCJQ4xwirRs51Tx4bCecFz4OveB4jC7z25LEdxVsePX1sJJZHGMujFcsjjOURxvKI8ZxqQRFfbfvbMv4tYnP0uDxwHhHGcOz4e1AxVFNTE/WcYp9eE8pOOeUUNVJSh0746JyPZkUdasF+9atfqRGY27Zt2+s50IyI2quOIynx85AhQ9T3+IpCwImMrC2L3KczCGAYQBBZU/bUU0+p72MtSBQ8ZviP7BuHtmhUfWJ0ZqxTZjQ0NkjAExBnrlNc2a3PlenMFKctvuLD8dTW1qrzizU6Y7k4cEHjHODFF+tjuoKRsjgGnAs8Xyz9B3E+8RhcGLE+pjvxlAceg83IY7rC8ghjebRieYSxPMJYHjGUh4ZZDzp8RmdliCbOHpcH/g58/uP48bcgW+jLKXbWpalXhTJMG6HP6QWXXXaZnHzyye32wShK9DFDJ/7O4CSg4/6SJUtk7ty5bScBP1999dXqZ9yPk4/bMBUGbNy4UXbs2CHTp0+PenwIU9g6QmHEGspwLPjdkYWF71GY+gs08hx0BrVyzc3NklGQIa7c8IvI5XSJyx7fRY5jwHEh5eM4MFVIV38TXnioIcT56G5fIwYNGqRGsuK5u+unp496xVc8zqw+ffGUh8fjUQG/u32NHAPLoxXLI4zlET4GlkcrlkcM5YEcFGgf+kIOh1TXNphSHnoGwIZwiG5Oek1kx8wQT/hMmY7+KKyJEye221DwqM3af//92/abOXOmPP74420/ozbrj3/8o7z44ouyfv16ufLKK9W/CvQgV1hYKJdccona74MPPlAd/3EfAtmRRx6ZlL8VF0dBQYF6QXfVFKqvDpCXn9cukJkBL0q8kPFC0t88ol1QuPhQFmZeUIDnwnPqF3i0fnqxTkOSqPLAvma9welYHmEsj1YsjzCWRxjLw2B5aJpU19RZVh4IYgjICGaR/dDjlTKhLFZbtmxRBaA7++yz5cEHH5T58+fL5MmT5YsvvpBFixa16/z/8MMPy0knnaRqyn7wgx+ooPfaa69JMnV3YUVeUAhlVujuwrLygor1wrL6DS6e8jD7DU7H8ghjebRieYSxPMJYHjGWBwJZQ1D8gYCl5WFmMLNpaPimbuEFjtGhaJePpS0aL1BsQ4cO7fKF0NnF0/E2f8gvVYFwEIViZ3HczZcddXbxJOKC6u7NLFFvcEbLw2osjzCWRyuWRxjLI4zl0ardue9fKBnBqnAgC2pSPHCoZGT1vD8d/q49e/a0NV92pDdlIqAhqOF4br31VtXEivLodVNi9EX6RYOLSJfICyryXzy4iPDCxu/G10RdUJH/4sHvxXHgeyMT9ZqF5dGK5RHG8ghjebRieaRwedTUyoCckDR4Qq2BLN8hGRmJWV1H71OmT4XRqzr6U/QLK5EXVMcLq7KyMqH/wunswsLv15uoBw4cmPCJelkerVgeYSyPMJZHK5ZHipZHZblUNbSo2wYWOCTDldheWh2DWdr3KSMiIiJKRwxlKSCyD0Aso2qsoPcB0P/Fg5Tf1agaK/sF4HfrTQBdjaqxCsujFcsjjOURxvJoxfJI0fIIBqUYNWROm1Q1BsXnT9wxdOxXFk9NIUNZknXslBnrcGczdeyUierXWIY7m6ljJ1l9TpvuhjubjeXRiuURxvIIY3m0YnmkcHn0L5JMl10GFDjE5fg+mPkwoaz1Onb0j2f1BIayJIo2SiaRF1a0UTKxzkNjhmijlmKdh8YsLI9WLI8wlkcYy6MVyyPVy8OlbrfbbOFgVlNreXl0DGTxYihLku6GLUdeWE2NTZYcQ3fDlhNxYXU3jDxRb3RGysOqNzqWRxjLoxXLI4zlEcbyiLE89GDmdFpaHmYFMmAoS4JY55HRLyyEMr/b3OrXWOeRsfLCinVeH6vf6IyWhxVvdCyPMJZHK5ZHGMsjjOVhsDwQzPr3s6w8zAxkwFCWYEYn9sM+mNHf3+Q3LZgZndjPigvL6ESLVr3RxVMeZr/RsTzCWB6tWB5hLI8wlkdqlYfZgQwYygzo6cr28c60rNa+zHOZEszinWnZzAsr3pmvzb6w4i0PM9/oWB5hLI9WLI8wlkcYyyO1ysOKQKaO07Rn6gNQqPG+mHq69AUWJO9pMOvp0hdmXFg9XYrErAurp+VhxhsdyyOM5dGK5RHG8ghjeaRWeeBxVgQydYymPlsfgIIwOlOvWWuRRQYzo53/zVqLrCcXlllrw/X0wjKrPHryRsfyCGN5tGJ5hLE8wlgeqVUe+PwPBoOWBDJ1fKY/YxpDQUSm5Fi43W5T1yLTgxlCWawXltmLw8ZzYZm9WG+8F5bZi/XG80bH8ghjebRieYSxPMJYHqlVHvg8x7E4HA5LApk6NkueNY2hENG3LJZghvubmppMX4sMwQz9zGK5sMy+oOK5sMy+oOK9sMx+g4vnjY7lEcbyaMXyCGN5hLE8Uq888HmOx1m5vilDmUEIZEjI3QUz3IcXU15eniWLwyKUdXdhWXVBGbmwrLqgjF5YVr3BGXmjY3mEsTxasTzCWB5hLI/ULA98nsczS7+hY7L02dMUCrKrYIZRGWjqxH65ubmWHUdXF5bVF1QsF5bVF1SsF5bVb3A6lkcrlkcYyyOM5dGK5dF7yyPXws/ztuOx/Df0sWCmD5NFm7PViTrahZWoC6qrCytRF1R3F1ai3uB0LI9WLI8wlkcYy6MVyyOM5dGe9amhDwQzBDEUIl5AeDEhjKFwE7EQK+gvFrx4cBw4nkRdUB0vLLygsQHCaSIuqI4XFi5mHAPKpqWlJaEXFLA8WrE8wlgeYSyPViyPMJZHGENZjDRNU18RtBC+IqFWDLfp+6BwO9ac9URQC4o/2P53tjhaxG/ztzsG/F50RAS8kPCCSrScnBypr69X3xcWFsY1hUhPZWdni8fjUWWCCxrnBj8nEssjjOURxvJoxfIIY3mYXB5aQKSl42NaRGyBHpcHuiUhA+CzXp+NoSt6xYyeDWJh04zs3Yft2rVLRo4cmezDICIiol5k586dMmLEiJj2ZSiLERJvaWmpqsaMZbklVAUjxKEw8K8O6hmeT/PwXJqL59M8PJfm4vlM7vlEvEK/tGHDhsXcFMzmyxjhhMaadCOh4HgxmIfn0zw8l+bi+TQPz6W5eD6Tdz7RDGsER18SERERpQCGMiIiIqIUwFBmEQynveOOOyxbH6uv4fk0D8+luXg+zcNzaS6ez953PtnRn4iIiCgFsKaMiIiIKAUwlBERERGlAIYyIiIiohTAUGbQ+vXr5ZRTTlFzj2DF+MMPP1x27NjR5WMWLlwoEyZMkKysLJk0aZK8++677e5Ht7758+fL0KFD1RIPs2bNks2bN0tfcsUVV6hJeR955JFu933iiSdkzJgx6nxOmzZNVq5c2e5+LA9y1VVXqXXM8vLy5IwzzpDy8nJJV1gO5KabblKvLbwmMVHhhRdeqCY77g7PpfFz0hGv784tWLBAvT9iwu1BgwbJ3LlzZePGjd0+jueze/fdd596v7zuuuu63I/nMrrdu3fL+eefr97b8Lfj/KxataqLR4h8+OGHcthhh6mO/uPGjZMXXnihx+8fe0FHf4rNd999p/Xv31+74YYbtDVr1qif33zzTa28vDzqYz755BPN4XBo999/v/btt99qt912m+ZyubSvv/66bZ/77rtPKyws1N544w3tyy+/1E455RRt7NixWnNzs9YXvPbaa9ohhxyiDRs2THv44Ye73PeVV17RMjIytOeee0775ptvtEsvvVTr169fuzK44oortJEjR2pLlizRVq1apR155JHaUUcdpaWruro6bdasWdqrr76qbdiwQVuxYoV2xBFHaFOmTOnycTyX8Z2TSLy+o5s9e7b2/PPPa+vWrdO++OIL7cQTT9RGjRqlNTU1RX0Mz2f3Vq5cqY0ZM0Y7+OCDtWuvvTbqfjyX0dXU1GijR4/WLr74Yu2zzz7Ttm7dqr333nvqMz0a7JOTk6PNmzdPnc///d//Ved30aJFcb9/dIahzICzzz5bO//88w095qyzztLmzJnT7rZp06Zpl19+ufo+FAppQ4YM0R544IF2H7KZmZna3/72Ny3d7dq1Sxs+fLh648ZF0l0oQ9i46qqr2n4OBoMqzC1YsKDt3OGNZ+HChW37rF+/HiOMVVjpK/DGjb95+/btUffhuTR+Tjri9R27iooK9dpZunRp1H14PrvW2NiojR8/Xlu8eLE2Y8aMLkMZz2V0N910k3bMMcdoRtx4443aQQcdtFcmwD8+4n3/6AybLw2sffnOO+/IfvvtJ7Nnz1bV8aiafOONN7p83IoVK1SVcCQ8HrdDSUmJlJWVtdsHTaN4bn2fdD6nF1xwgdxwww1y0EEHdbu/z+eT1atXtztXWP4KP+vnCvejOS9yH1Tfjxo1Ku3PZ6T6+nrVvNGvX79O7+e5jO+cdMTr29hrEvr37x91H57PrqErwZw5c/Y6R53huYzuX//6l0ydOlXOPPNM9Vl+6KGHyh//+Mcenc943j86w1AWo4qKCmlqalJt+SeccIL85z//kdNOO01OP/10Wbp0adTH4UU/ePDgdrfhZ9yu36/fFm2fdPX73/9enE6n/PKXv4xp/6qqKgkGg92ez4yMjL3CSF84n5H9wNDH7Nxzz426PhvPZXznpCNe37H/Awz9n44++miZOHFi1P14PqN75ZVXZM2aNaqvXix4LqPbunWrPPXUUzJ+/Hh577335Morr1SfQy+++KLh84lFypubm+N6/+gMQ1kUL730kurYrG96B9VTTz1Vrr/+epk8ebLcfPPNctJJJ8nTTz+d7MPtdecTQfbRRx9VHSVRo0Pxn8tly5a13YearbPOOkt14MWbDlGq1PCsW7dOBQsybufOnXLttdeqax8dyKnn/0hAh/17771X1ZJddtllcumll6bEZzlDWRQYYfnFF1+0bQhhqNU58MAD2+13wAEHdDn6csiQIXuNVsPPuF2/X78t2j7peD6XL1+uah/RFIbzim379u3yq1/9So1c6UxxcbE4HI5uzyeqkevq6qLuk27nEtXwkYEM53Hx4sVRa8mA5zK+c9IRr+/uXX311fL222/LBx98ICNGjOhyX57PzqFZDO+XCBL6+yX+YfvYY4+p71FD0xHPZXQYbWrWZzneZzF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" ] @@ -1600,7 +1264,8 @@ } ], "source": [ - "sim_best = make_sim_params(param_history[-1], include_field_mnt=True)\n", + "params_best = param_history[np.argmax(objective_history)]\n", + "sim_best = make_sim_params(params_best, include_field_mnt=True)\n", "ax = sim_best.plot(z=0.01)" ] }, @@ -1613,130 +1278,13 @@ { "data": { "text/html": [ - "
13:15:43 CEST Created task 'taper final' with task_id                           \n",
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-       "              ef-4015-b4e8-4bcf026950b8'.                                       \n",
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              Task folder: 'default'.                                           \n",
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13:15:45 CEST Maximum FlexCredit cost: 0.025. Minimum cost depends on task      \n",
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13:15:46 CEST status = queued                                                   \n",
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              To cancel the simulation, use 'web.abort(task_id)' or             \n",
-       "              'web.delete(task_id)' or abort/delete the task in the web UI.     \n",
-       "              Terminating the Python script will not stop the job running on the\n",
-       "              cloud.                                                            \n",
+       "
11:58:46 EDT Created task 'taper final' with task_id                            \n",
+       "             'fdve-4d6c67cd-ccdf-4209-9b24-6d132e8efb86' and task_type 'FDTD'.  \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \n", - "\u001b[2;36m \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI. \n", - "\u001b[2;36m \u001b[0mTerminating the Python script will not stop the job running on the\n", - "\u001b[2;36m \u001b[0mcloud. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "eeacacab00c1417880083749570ebc5d", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" + "\u001b[2;36m11:58:46 EDT\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'taper final'\u001b[0m with task_id \n", + "\u001b[2;36m \u001b[0m\u001b[32m'fdve-4d6c67cd-ccdf-4209-9b24-6d132e8efb86'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n" ] }, "metadata": {}, @@ -1745,21 +1293,15 @@ { "data": { "text/html": [ - "
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-     "data": {
-      "text/html": [
-       "
13:15:54 CEST starting up solver                                                \n",
+       "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-4d6c67cd-ccd\n",
+       "             f-4209-9b24-6d132e8efb86'.                                         \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m13:15:54 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver \n" + "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n", + "\u001b[2;36m \u001b[0m\u001b]8;id=337937;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4d6c67cd-ccdf-4209-9b24-6d132e8efb86\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=626769;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4d6c67cd-ccdf-4209-9b24-6d132e8efb86\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=337937;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4d6c67cd-ccdf-4209-9b24-6d132e8efb86\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=924973;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4d6c67cd-ccdf-4209-9b24-6d132e8efb86\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=337937;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4d6c67cd-ccdf-4209-9b24-6d132e8efb86\u001b\\\u001b[32m-4d6c67cd-ccd\u001b[0m\u001b]8;;\u001b\\\n", + "\u001b[2;36m \u001b[0m\u001b]8;id=337937;https://tidy3d.simulation.cloud/workbench?taskId=fdve-4d6c67cd-ccdf-4209-9b24-6d132e8efb86\u001b\\\u001b[32mf-4209-9b24-6d132e8efb86'\u001b[0m\u001b]8;;\u001b\\. \n" ] }, "metadata": {}, @@ -1768,25 +1310,11 @@ { "data": { "text/html": [ - "
              running solver                                                    \n",
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             Task folder: 'default'.                                            \n",
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              early shutoff detected at 44%, exiting.                           \n",
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/Users/bohanzhang/work/code/tidy3d/notebooks/worktrees/bzhangflex/autograd5bound\n",
+       "arygradients_interpspline/.venv/lib/python3.11/site-packages/rich/live.py:231: \n",
+       "UserWarning: install \"ipywidgets\" for Jupyter support\n",
+       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m44\u001b[0m%, exiting. \n" + "/Users/bohanzhang/work/code/tidy3d/notebooks/worktrees/bzhangflex/autograd5bound\n", + "arygradients_interpspline/.venv/lib/python3.11/site-packages/rich/live.py:231: \n", + "UserWarning: install \"ipywidgets\" for Jupyter support\n", + " warnings.warn('install \"ipywidgets\" for Jupyter support')\n" ] }, "metadata": {}, @@ -1818,38 +1352,15 @@ { "data": { "text/html": [ - "
13:15:55 CEST status = postprocess                                              \n",
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13:15:57 CEST status = success                                                  \n",
+       "
11:58:48 EDT Maximum FlexCredit cost: 0.025. Minimum cost depends on task       \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
        "
\n" ], "text/plain": [ - "\u001b[2;36m13:15:57 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n" + "\u001b[2;36m11:58:48 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task \n", + "\u001b[2;36m \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed \n", + "\u001b[2;36m \u001b[0mFlexCredit cost after a simulation run. \n" ] }, "metadata": {}, @@ -1858,39 +1369,11 @@ { "data": { "text/html": [ - "
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-       "
13:15:59 CEST View simulation result at                                         \n",
-       "              'https://tidy3d.simulation.cloud/workbench?taskId=fdve-9f897300-25\n",
-       "              ef-4015-b4e8-4bcf026950b8'.                                       \n",
+       "
             status = success                                                   \n",
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13:16:02 CEST loading simulation from simulation_data.hdf5                      \n",
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11:58:49 EDT loading simulation from simulation_data.hdf5                       \n",
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", 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wmEBfEMyGuznwVMfllTjH/vZv/5bvLuC4ARgs/NRP/RQfW9wNg7QSnzs+V5yPcWAbODdRqu+pT30q30185zvfyR7rdKm5NCDHRTuE4OFcSwOyZdx1Qlk2lJfD4AZ3d/Cdwj7hTtcsgGP0n//5nxwyp7H1wKTi4J1/hk796D/0IE9DY4bQYw495tBjjnzoMcfexSc+8UeQQNETHv/y7e7KzkJONRYNjQg33HADl3w7fPhwWCqVuATX8573vLDX6yVKvWWVg1Ol3e50pzuFhUIhPP3008PnPve5XLJK4cc//jGX5brwwgvDcrkcHjhwIHzYwx4WfuELX4iW+eIXvxg+/vGPD8866ywuH4d/L7300vCqq64a2vdx26Hs2p/8yZ9wmTbs4/79+7mE2mtf+9pwfX09sSxK1KHEmloOZd0+//nPR+8fOXKES5UtLS3xcVFl39Kl3hQ+8pGPROvDvj/taU8Lb7rppsQyKO2F8mVpqDJho4BydShbhjJhOAYvfelLw89+9rMD/Wk2m+Gv/MqvhPv27eP3hpV9w37llW2LlzKbFiin98d//MfcB3x2+Gz+/u//fmA5VQYP5dXiOHXqVPisZz0rPHjwIJe0Q3/zztGPf/zj4SWXXMKfAUqsveIVr+BzYhz88z//M5dki5eLU6Xe0P9HPOIRvN7zzz8//Kd/+qfw5S9/OfcH51b8M0yXI8z7zLEfOBZx/Nu//RuvA+X2NLYe5ml35eNtnnbxdndFQ2PXQY859JgjC3rMIaDHHHsP+I7X65VwaanKZbQ1xoeB/2032aKhoaGxU4E7NkjFh6QWd96A66+/npP93//+93Pg3VYDEmfcNVMyVY2tAyoXnHf+hWSdfT/yb/4m3XjDdQsTHqihoaGhsbuhxxx7D8997uPplltOku8HdN55Z9A739m3SGkMh87o0NDQ0NgEIGmFhPRd73oXNZvNuW8f3upPfvKT0YBHY2tx/j0eTsa+88g8dEcyVs6lc+8+KBHX0NDQ0NDYCugxx94CLG0f+MBn6I1veg4/3ve+T7EtSWM8aKJDQ0NDY5N4ylOewiF08BfPG/D0wmN+17vede7b3mtAqn64dj1ZZ96Tn+PfcO06+p//+Z/t7pqGhoaGxh6BHnPsHfzBH/wmPeMZj6I73vG2dJe7nEe/9ms/Ry972W9ud7d2DDTRoaGhoaGhMQJwed77Ib9A5uE7k1EUg0ujtETmoTvRPR7889vdPQ0NDQ0NDY1dBITh/vu/f5te+aqnR6+9+jW/QZ/73Lfoq1/96rb2badAZ3RoaGhoaGiMAEow/vxjn0j2nX+RDFuUCgRCr0feD/+JPvvp/8Np+BoaGhoaGhoamwGm5/f7qbvQYx5zf3rFK3498d5rX/sB+vznL6evffW7nJWikQ9NdGhoaGhoaIwIf7Prh8g8cAeyTrto8P1j36Pg1DXkNY8nyhBqaGhoaGhoaEwKlJp+4Qt/h3505d9RrVZJvNdsduhOd/xVeuc73xuVxNbIhrauaGhoaGhoDEHp/IcQBT7bVLJgHrozUeBS6fyHzr1vGhoaGhoaGrsHvV6PLrvsRfTa1/7GAMkB1OsVevWrn0Eve9kLyHGcbenjToFWdIyJIAjolltuoaWlJS0T0tDQ0FgQ4BLWaDTorLPOItOcPXffarWovu8wl5M195+fu1yw+mPyb/kWtdaOU7VanXk/NPYW9JhDQ0NDY2+OO/78rb9L7/+bT9MV3/6rXJWo5/l0j0ueRb/124+jF/zeO2beh90CTXSMiZtuuoluc5vbbHc3NDQ0NDQy8JOf/ITOOeecma+XK6ts/ISs2//C0AknLqX+VZ8kY9+55N9y+cz7obG3oMccGhoaGntv3LG2tkYXXngu/e0HX06PfvT9hi77yU9+nX7zWX9C11xzA62srMy0H7sF9nZ3YKcAd1WAq6+5Jvp7K2CMyTuFM7zDM+42Z7ndvbKfuw2THMNF+Sy3qi/b2Yft/By2a7+ztot14a7K7W93uy35XT569CgFx75L1gU/O/KuOt43z7o3+dd9kY4fP06HDx+eeX809g765zPuFurrkYaGhsbiAOORYEvGHX/0x8+lu19yIT3qUfcduexjHvNTdJeLzqM3vul36E1v/IeZ92U3QCs6xsTGxgazZUeOHqXl5eWRg/3tmkxsx+RpO/Z1mm0uwuR4lv3ZCYTCdhFkW9mPnUoy7NRtj9rueqNBZ5x+Oq2vr/Nv8yxhHbozhW6b7AsePnYb78df4PKz/vEfzLQvGntzzEEE2bImOjQ0NDQWBxiX+DMfd9xwww105zvfkf7zy++ge97zDmO1ufzyK+lhD30BXXnl1VoFmAEdRrqJgXv8sRUTsmkn8/HHNNucdtvTIr3dcfqQ3s9xHotGTGzFMd6tSpRZfIazmOjvRaJhO7e9VWTgOIBSJDh5JVtXJgGWD078iLM9NDQ0NDQ0NDTGwbv+4jL6+Z//qbFJDuDe974jqz/e9Rcv29K+7VRo64qGhoaGhkYKruuKuzbF+mQNi5CyhrK9hoaGhoaGhsZodDuH6NzzgonbnXveGdTtaLtsFjTRMSPk3bXczjuS02w/vh+LoA4Ypw/bfYw3u3+z7D/WtQifWxyL1h+N3YWt/v4bpsWPsRH6W9kdDQ0NDQ0Njd0KjGmCCcmOHTwP2mpoomOG2MkT7kn2YdEmrqo/8zj+W0Ek7HayYxb9mfUx2o4+bOfnslO3vQif++RExwTLamhoaGhoaGgoaKJjptBEh4aGhoaGRg400aGhoaGhoaGx0ETH4tzfXChoomNCzCrYcicjr8zjXlF2bJWqQ617kfo4qzvqi6DqWIQ+bOe2d7qyYrugiQ4NDQ0NDQ2N+SDUCo0ZQhMdGjNBehK0ncRHfNtbNTmLr3eW+zrLCaVazywm9/H17WSiYVbHZDPb38y2dyrZsZNJFsOy+DE2NNGhobGwMPRtT40YQi4TqqGxQMApqRUdM4MmOnYTwsmTeieCYc5F9THtnCZr9WNN0ic5bhnHYNgkbtx9iTcf2udRfZ2gf8P6lncsc49jVr8mPFbxPg07VbZ74rtZ4mezZMtOVZXsVLLDsgtkWMWxl9cDZ42thp6sa2js7e+Svs7sYoDk8LzJ24w/RdtT0ESHhoaGhobGrKwrkyyroaGhoaGhoaGgw0hnCk107BQ1xSJgBsqHsUryGtN9Z9NtxlZJTHsMYvu4aUtChpJhqrvYE/Rv2HHOU1ZM1CfVl9S5MM6xim9iYnXJkG1P0ofdiu22z8waW/05GqbJj7ExybIaGrv8zvOWYY/+fm8bFug3X2NzvwdaDbLg0ETHTLHQI7I3velNZBgGvfCFLxy63Mc+9jG6053uROVyme52t7vRpz/96cT7YRjSq171KjrzzDOpUqnQIx7xCLr66qs330FMptRjs8CEbBaPRUH82OQcIxXsmjVpwhhms+MYrFY9otcMI3r0NzblsUvtV9b+TLoP6UOR2ddJ+hdD3nEe1Z+sPk2EnM9+7OZ5ZMw4/Rjy3dzsZH2zE+zNbH87t72Z7W/nPm9W0THJQ2PnYuHHHTsZ6sI+i4fGfKE/p11FkmjidHFhEOYRwWSP7e70AmOBZsZJfOtb36K//Mu/pIsvvnjocl/72tfo0ksvpWc961n03//93/SEJzyBH9/73veiZd785jfTO97xDnrPe95D3/zmN6lWq9EjH/lI6na7c9gTDQ0NDY2dCsPQRMdegR53aGhoaGgshKJjkodWdOwsoqPZbNLTnvY0+qu/+ivav3//0GXf/va306Me9Sj6/d//fbrzne9Mr3/96+me97wnvfOd74zuqrztbW+jV7ziFfT4xz+eBzAf/OAH6ZZbbqFPfOITW7sj26HEWGT1xxCFR566Y1Y3BfKUCVuh7OBVpVQdk+zDSBXFJP0cQ9Uxbp9y+zNOn8ZUdeQdp4lVHfG+aFXHrsF27LNWdOwN7Jpxx6JA393XAPTnvpDQ9pVFr7oSTvbQRMfOIjqe97zn0WMe8xiWeo7C17/+9YHlcNcErwPXXXcdHTlyJLHMysoK3e9+94uWyUKv16ONjY3EYwCLRiRMiu3u/wSkx6zGSsPsLP2NTbnvGVaWOGZhY0mucDZkx7THNXPSuQ1kRy52CNmxXdir+z1tedlJHho7D9s97hhrzLFTsEd+GzQ0diLBoUmOBYdWdOzuMNIPf/jD9O1vf5slpOMAg4nTTz898Rqe43X1vnotb5ksvPGNb6TXvva1U+yBhoaGhsZuwaQqjVCHke44LMK4Q485NDQ0NDR0GOlssVAjsp/85Cf0ghe8gP7hH/6BA762E5dddhmtr69HD/RtKxAPx5znYyzMU+UxQt2ReG2G6o6R9pBprSxqNTMIJ02rT6ZWdQxRm0zTl8z+jNOPFKYJSR27D2Men+2sIrLX7CuzPNbz2H9RdWUC64qhFR07CYsy7pjXmGPLsQN/kzS2EHoCtjDQSo6dgjC7oMOwh8bOUHRcccUVdOzYMfa6Kvi+T1/+8pfZ+wppp5WSBZ9xxhl09OjRxGt4jtfV++o1pJ/Hl7nkkkty+1IqlfixWSzqRGRUv3InI1kTx1l/yTJKpMb7E++7+nPaa2m6jGpmGVr0YdJ9TJU3jZf03HSf032cpn+x9pvt10C5UXWObPK8yCp/i+cTl5udgw1rO0uubmbbO7HUbPr83+rtm5PmbuiMjh2FRRl3zGrMsa1Y0PGOxjZBkxzbQmJkVVTRJMcOglZ07F5Fx8Mf/nD67ne/S9/5zneix73vfW8OCMPf6cEGcP/735+++MUvJl77/Oc/z68D559/Pg864svA+4oUdLXMJMibFGxKOTFmpsSsHuPu59j7s5WqjwkzPKbezFbmdsxA3THysxv32I/B/o5TcnYs5PVnSKnhcfqyG3/PtzMvYzsImllsc24ksg4j3dXYCeOOHQFNcmjs9gv1DsncCDP+09hpRIcOI92Vio6lpSW6613vmngNJdkOHjwYvf7rv/7rdPbZZ7OfFYDk9CEPeQj92Z/9GQeJwWt7+eWX03vf+15+3zAMeuELX0hveMMb6Pa3vz0PQF75ylfSWWedxeXgNDQ0NDQ08jApeaGJjp0FPe7Q0NDQ0Fisqita0bEriY5xcOONN5IZC3t7wAMeQB/60Ie4jNvLX/5yHlSgfFt84PLSl76UWq0WPec5z6G1tTV60IMeRJ/5zGem9uPOSqmxXRhn27mVLzLeGLg7m76TPwtrS4adJb7tmdlCMqwsCYtIVn/maGOJWzcybTZTIH0MVb+GrTZtIZm4Lzgm4+ZnjOhLvA+bORbbbePY7PY1tgaa6NBYhHHHwkL/ZmnEoSdcc4NWauxSaOvKTGGEKPiuMRKQnaI83JGjR2l5eXnsdrvt6I4zpsmd7G1FYE5qspyeKG7m+A/kfg4ERgQz7e8kfZ1J30Ycu3H6lFlhNqtRVn9yiI5ce1g8BsTYnTaQnbjt7Q5Tbayv0+lnnMEBjpP8No/CqVOn+K7+mb/8LjLt8bMTArdLt37sd2l1dZX27ds3s/5o7M0xB5ElXfcLSihookNjNw96FxCa4FgE4DPwZz7u+L3f+z0qtq6kt7z0lyZq97/e9DEKVu5Cb3vb22bWl92CHafo0NDQ0NDQWFxFx0JFX2loaGhoaGjsGEyTuaHJrzzoEdmMMU3w507COOGmuQGmWxFamlE2dVYhpWMFlE66H0OUFpP0dWSZ1ymCSTdb5nVi5ByLPIVAwiozzFazjXcYN7vt7VRH7NRQ0rkQHdZkDw2NPQGt5tBQ2K2D3gWDVnPsIevKJI8Jv3tf/vKX6bGPfSznRiFTCtbLOPBa1uMtb3lL7jpf85rXDCx/pzvdibYbmujYJHY7sTEL8iO3assEpIcRBtFjEQiPZOemJzvyqo2M26/E8832K6c/w45bHtG1mQosqh/bNa7eTvvJZqHJjtkDCo2trroyatABh+mrXvUqLlVaqVToEY94BF199dUz3EsNjQmhSQ4NjblCkxx7BHMgOlqtFt397nend73rXZnv33rrrYnH3/zN3/DY5Bd/8ReHrveiiy5KtPuv//ov2m5o64qGhoaGhsasrCvG5ESHGnQ885nPpCc96UkD77/5zW+md7zjHfS3f/u3UQWPRz7ykfSDH/xg94VbamhoaGho7OmqKxOSWhMu/uhHP5ofeUB59Dj+5V/+hR72sIfRBRdcMHS9tm0PtN1uaKJjE5jXjcisGycLfhM0NzgyUdkjsZA59A5/GFUs6as61GujKpzMqirL0Ion2N42VGLJqn4ycFxH9WuMCijDKp+k+5DZD9UXtb0Jt5/uy26ugLLTqq9s9lhvBvPY7jyqrgwbdEDNgYAxVPh4/OMfz6998IMfpNNPP52VH0996lMn3p6Gxqawg36fNOaARR+Q7nBoJccew5RVV3zf5xDrOEqlEj82g6NHj9KnPvUpvtEyClCaQpmKGzD3v//9uST7bW97W9pOaOvKnKCsE9M85rG+rUSerWVkjkfWugxzgPTItLOMYWXZzL7E92Gg71NiEstIuk8zyesY0pdJ+pPbjx1mIdnuaiJ7CYtsXzFNY+IH0Ov1eNARf+C1SXHdddfRkSNH2K6igGoc97vf/ejrX//6TPdVQ2Mk9G+bRhwL/Nu9GwgOTXLsQUxpXfnWt77FY4P4441vfOOmuwOCY2lpKVNtGgfGJB/4wAe4jPq73/1uHrs8+MEPpkajQdsJTXTMEItELixyPycmPUYQHrzoFITHZnM70n1P9HvsFQ0PBJ0r2ZHCJGTHRGOdSdQbOzgvYy9hFsd5UckOwzQmfgBvfetbZzLoAMkBQMERB56r9zQ05gL9e6oRx4L+Zu9UQiP9n8YeRlb44bAHEd3nPvfhcrfxx2WXXbbpriCf42lPe9pImyxUqU9+8pPp4osvZmvtpz/9aVpbW6OPfvSjtJ3Q1hUNDQ0NDY0cqPTwSZYHXvSiF9HLX/7yxHublZBqaGhoaGho7GJMaV2xLIuWl5dn2pWvfOUrdOWVV9JHPvKRidvu27eP7nCHO9A111xD2wmt6NgEZqWGUCqDeT0m2afN7FcQhvyYVt2x1cqO6O8p93OkjWWilW3eZrNpVUfGcZvkLvvYFViy+jJJvskeUDnstTKzm9n2Vqt2prWugNTAoCP+mIboUMFe8MnGgeeLFvqlsYuh1RwaGjOFVm5o5BMdEz62aNz2vve9j+51r3txWPqkaDabdO2113K1uO2EJjrmgM0QD4vQn2nJD9Mw+KEIj1HEx6wJj+wFtya3I97nRH8nWlH+ZH+RyI5h58CmyI4FtK/s1G1vh2VnVtuciFybw35Oa12ZFVBlBYTGF7/4xeg15H1885vf5LAvDY0thyY5NDRmBk1waGx3edlms0nf+c53+AEgTwN/33jjjYlxxsc+9jH6zd/8zcx1PPzhD6d3vvOd0fOXvOQl9J//+Z90/fXX09e+9jV64hOfyCqTSy+9lLYT2rqioaGhoaGRg4nJiyluH2DQEZd3qkHHgQMHOLH8hS98Ib3hDW+g29/+9lF5WSSbP+EJT5h8YxoaGhoaGhoLXF52cuvKJLj88su5XKzCi1/8Yv736U9/OgeKAh/+8Ie56lseUQG1xokTJ6LnN910Ey978uRJOnz4MD3oQQ+ib3zjG/z3dkITHTPGzBQaWy3lH3I3PWsf0ndOEyVNR+wyVB2AUnPEVR3qvWGlaTNLueYcJ6g6lJojrupIlKKdUWnXYaVnB/o67ucZK7WaVRp3LiVnM8q9ZpU8Hbc/mX2I90VtcwtLrm6mBOpOK/e6V0vNbhWUMm1cTHOujBp0vPSlL6VWq0XPec5zONwLAwgkm48KB9PQ0NCYOXbZb/y8oFUcGhNZVyZqM9niD33oQ5nEGAaMN/DIA5QbcYAYWURoomNCJKwOm/mx3+5MglHbz5joDqwiRQ5Er4fjER6TkB6ZhEe8nxmkRpzowN8JsiPehsmR6UiFYWRHoq+jyIV0vxI2nHD+ZMcmkN52bh8mtLHsRcJhM/u8XaTDLLa7SJ/1pIqOaawrowYdCDh93etexw8NjbliQb6HGho7FZrg0JgM4RTjc32O5UETHRoaGhoaGsOqrmwx0aGhoaGhoaGhIawrW6vo2EvQRMcUmOhu5XYrN6ZFXr9TSoNo8dhdn1G2lrhyI0vdMa6yI9GHDIVCWtmh/s1UdmTYRaaxscT7OYBNqDoSq5nWXjOJqmMC+8okfdmp1oadqKzYTuwmVUe8kso4WIQ+a2jMBPpc1ohjj13HpoVWcGhsR3lZjWxoomPW2KnExrT7lyIIhtlahpEe49pZ0kRCwiKSk/cQz+3IJTxG5HZM+xsyKwtL2lqzadJlhmRH3rYXbYy8nYTDTiM7ZkEy7BqyI7/YUyYmLbakobGQ2O7vncZiYQddv7YDmtzQ2N6MDn3+5UETHbPAbic3Nkl8jEN6ZBEe8efjEB7DAkAnyu2YAdkxsn/bpOzInHzOIK9jWpXJxNvZg6GkO1lNkpmrsxOtKxMc/0mW1dBYSOhzWCOOHfz7vdXQBIfGzKEVHTOFJjo0NDQ0NDRmZV3RGR0aGhoaGhoa88ro0MiFJjo2gz2g5IgrIBQGVBCJN5MWkDzbRZ4CAMqNtKpjmJ1laFWWMXM7JlF1ZPV5XExddjanP2Nvd1QFFtWfrL5MaF+JK1+mqr6yi1UdO3G7GvOpuqKhsTDQag6NOPS1IxdazaGxMFVX9Pc0F5ro2A5sl4l7CmImz/KRt1zutmIlXEfZWfLCStOvpQmPaXM7RmV2bKb07FALi1z/pJ/LNP2ZN9kxCnryvbewky0smujQ0NDYk9iBv9fzgCY4NLYUuurKTKGJDg0NDQ0NjRyAt8iqBJWHbQ9P1dDQ0NDQ0NiZ0GGkM4UmOrYKixi9P47lJO/thBVlcNn0a7kKjyFVRLKsIXkhpeq1PBvLNAGlWx1OuilVx5BQUtUftZ1x+pDZj3H7sgAVMRaiGofGnoBWdGjsGejfVA1AT5oGoFUcGnODDiOdKTTRsRmoSeEMSI15Ttoy5eNZ+5Az4R1FeqRfz7SEjGFnSRMek9hYJs3tmEdmx1CyY6wVJM+1LSsBmkV2zOg8H7ntCbDX8jJ2Q07HJP1I7+s0JZZnAU10aGhoaOwtaGJDY9ugrSszhSY6NDQ0NDQ0cqCrrmhoaGhoaGgsrHVFMx250ETHZjHBXe5Fkdrnhkhm3dlPNAy2Rt2RY2dJ20NG2VjiywxVUIywsUyi6sjq5zBM0qdpVB2TWmpyMaaFZTsroGwWe11dMS2yVFizxrD1ztu2ZODzmmR7C/I7r6ExEfR5q7GDr0uzgFZxaCwEtHVlptBExxZh6knQHM/VdBez+jyQJZFoMLx0a+Y2R1Q4iW+TJ4QzzO0YJxsjbmMZQIrsUH2M1j/FZzfvvI6skq+5E+8dQHbstayO7SRYstpuhZ1knHXN83PH12AS19YeOh01NDQ0djw0waGxcJjY2r5VHdn50ETHhMgaXE864F4U4i2vH+nAypHEx5Ag0olUHlMQHpOqO8bN7MhFRh8nJTtGhoJOSHZMOunbCrJDY3epSSZd/6yIh2nWsdXqGPyOTGJdmWRZDY2FwK5m5ybNltqD17tFGZTOGZrg2PkwyNh9n/tUVVe2qjM7H5ro0NDQ0NDQyIEOI9XQ0NDQ0NBY3DBSzXTkQRMdU2CnKjjGReaN/ViuROJ1lgeYs7WzZFRmyat0MqmNJTcfYxOqhWlVHYn9mUbVkeqDWs+W5HXs0lKzOz0vY54YdazSn0PidM76eFLf81HfkVHbW5SMjonyPDQ0thu75nw1t2A9e0DdsQevfwt/R19jpgqOza5j7ufLNBkd+pzOhSY69sh1I4sIyEKcGIhjIKc0g/gYRnpsKr8jowztuIRH2saSW3p23DDQVL/i+z7zvI4ZYKKg1B1a7nW7sF3kzlZvc+z1p78rse9D+qMcsEuNKF8cb59ltYo2OYdzZtKqK9q6oqExD5hz3MYuJDx22PV2M9DExs5GLjExr5yucM7nkC4vO1NookNDQ0NDQyMH2rqioaGhoaGhsbgZHZrpyIMmOmaAnXB+xZUaw9QdWe9lqTyyZOm56o7NKjsmCAAdFlCaZ2NJbnwCy0iqX4nVzCKYdJTKJKP6SpbKIKsvefuvy70uNoaGA+csszUdCTK/q/HPIf49xHcvOudSbaP2fD5b8hovrVh8Nwf3VWchWJ0OUGhYE5AXoSY6NHYKdpRtxVyAbe8SZccOud5tBlrFsfiY6Ko+8Fs1z98Df47b0oqOWUMTHXvwepEmLkbZWkaRH8NIj80SHnllaNMVWcYpP5tHdoxTiWUcTFtydpg0f2R/JiA71LZG9mcPlnuddp/nSbCMu51RfRrYbg5hl5nVk9hOkCAtQtOO1oHvWvxajWdoa6nvRuAlNmAYsr1s66t2Ycgkg/juZp/vWw1rYqJjS7ujoTEb7JjfaXPB+rKDyY6dOGCdAJrc2OGERuZvkpm/rrHGApv//QgpmK99BeMnreiYGTTRsQnM8rzaijHHuP0bV+0RR/pubXqbQwkPfqN/J3ja3A613rzys+NgJgGlM87r2EkKA43NYdvLvcbPcUVakJmpyohsHGEovpeBn8rR6ROTaOUHYf+mBHIu5HfBZIIklGSHaAuSA+2D0IraqqaBL8gOW+3OnMmOyYmOnTKB1NBYZCwSwbGLyI5dCk1y7CByI3dsMg6pERtrD4wDrCGbnOz3hMdB8nse+B6F5NFcoecAu/5KsquB73j6sSjbAWmRF0iaB0yG0hMiPE3cNB56hxkTq+Gn4gAZEnsenyjGN5O1L+MSOWJlE3w9hpE1U3y+A8dr0h/pnP1c9Jt4O1ENsujHRH0X49/JpM0siB5xKFUGEw98NyO94oDJCvXg74BcB4gKtPHkvwnSQ7Yj3yHyHP6Xn0viJJDtXPlQ7VVf5w1FdIz70GGkGguPhf+d1UPTmSI9INtFwFVKkxzbDyP1X/LNrImImXgYZPVbGxY/yIBK1CbDLJKBf40SGUaBTLMkHkb/YZkVssxi7FFOPExj8LX0w7aq0cOyxHO8LvphzD+jY5LHhF+BL3/5y/TYxz6WzjrrLK4U94lPfCLx/jOe8Yyo4px6POpRjxq53ne961103nnnUblcpvvd7370f//v/6XthlZ07LExRSIPYsgXY1jZ1jykrSEjFRP84iQlVDOsLGMQAOncjrHLzs4RI+0rMyiDO/OyswtmX9mptpntREQcRGqOvnpKWU9gHwFAOHTbbXJ7XUFugKhIqDKKRJZNgVWgrhsIokO2tQ2DCqYgDQpMbDhkOJ3oxA8LJW7v2mVy/ZA6fsjbRWub1RwG1YommSBGsLy0uQCNRmOhFB2BPgc1NKaEJjhmjl1McGgssB1lahuKVGvzc4ts26alpSUyQXwklBnx5ZJl3aHG6HcjK0Mv47Wc3x6oOrpOkYKgQ2HYV3WEYUBraydpcTI6Jlu+1WrR3e9+d3rmM59JT3rSkzKXAbHx/ve/P3peKpWGrvMjH/kIvfjFL6b3vOc9THK87W1vo0c+8pF05ZVX0mmnnUbbBU10bCE2O97d7IR71KRvHNIjL9wzD+lyrmrdmVaWgf5OkdsxpV1kbLJjE3kdibvmW0kuTCHlH3VuavvMDsSQ0N6E1YzvmKTaRe9LVYZhked5tLHRoEarTc1Wk0kOyxDfGxNEh9thFUa0HRtkhSQ6vJBJDk+GbdiWICsKFlHB6zFJwu1Vn+0yhXaR3EKVHJ+oA6JEDmTRDu3rBUl0mFCAWYkL9laCiRZtXdHQ2GJokkNjPGiSYydZUswJiA2iSqVOtVqVyY16rU6lUrnfGhZZNc5X6816bQjZke5/mvRIPw8CjzruKQr8NgUxosP3/S0kOqapujLZ4o9+9KP5MQwgNs4444yx1/nnf/7n9OxnP5t+4zd+g5+D8PjUpz5Ff/M3f0Mve9nLaLugiY5tJDW2eiI5av3piXjivYxwz2kyPFTbrOyOzeR2ZFVkmSagNL3Pm6rEMiSrYxwMrcAyaV+2WeGwE6ugzCIcdKuroKS/R/03+taTqAdQWcgKJmGa5FOXe5W14bvU7Xap2e5Qs+tQs+NQo9NjVYawpgm5R4mtGWpFPhk+FB1+TAmCUqw2twHJ4Uiig/ttE1kBjjHauWS4XYwi5DEypbJDqEB6QUA+OBcmGkIqIeGzoEgZyF9VPZatx8SKDk10aGhMAE1wbBl20c0KTW4savWTaQgNcaPCtgtMZihio1qrkYW8rjhxEVNs4Dk/1GsR+WEOkh+yD7DE9Hso+5Vent9LEi4KnumQ4zdZ0TG3U3BKRQfIl42NjQGyojRCiZGHL33pS6zE2L9/P/3Mz/wMveENb6CDBw9mLus4Dl1xxRV02WWXRa+ZpkmPeMQj6Otf/zptJzTRsQlMO3+ZySQub7I7wZ39eD/GKUk6jaVlWpvIRGRH3jKbUFFMPdkeoq5YNFXHyFXuQFXHTrSvjB1IGmYQHsO+G1KZQSkLCibtrudRt9Om9tpJajc3qN1YJx/MAsgGq0ShhUuDKAkbyIwMDDR8A0MU/C2HDLyAyNYw8K8l/NL45iqSBe1BjoDkCFSHgyAiSXibUhmigK4gpwM8iGkb5JsxD+qcz0lUitFEh4aGxo7CDrt2D4MmORaR3BjPhtInDizObajX67RUX6JavUZlVmv0lRpplYZ6nkdupIkNRWrw6CRFZiSJjDjBkSREBvNFsC17roQsR+pMSHSgzbe+9S1aWVlJvP7qV7+aXvOa10zcB9hWYGk5//zz6dprr6WXv/zlrAABaWFZg6GvJ06cYKLl9NNPT7yO5z/60Y9oO6GJjjlh6knzLNsMmQinS6Pya0MqmUxiaZnWJjKxsmPCvI6sTJE4ZmFhmZTs2E2qDo0pPoP055pxTueet/GA3lTWRqfToUazSe1Wm9rtJrlOj6O/TM7LcIl8r1/ByPRljVRQGoKowMPAsxDfHzH5F+clgkUF0QGyApkdBmQZZFJAIkiUl4JwxFBFZlV/fQpBdqC/lkuhVZSvi+05PqqwhGSHthJ+iD6kd3uLz2/clbAiGctoBBMsq6Gxt6G/Kxr50ATHNhEcm1RtAJZlU622zMRGvV6jOtQaFsYGgqgQm4mRGaYiGvoEhiAzlCU9n9yIKzXixEac1BBLJ8kMDjyNPTfV+1CNRofC4nyQeAbIlmMq60pI97nPfehzn/tc4uXSlGqOpz71qdHfd7vb3ejiiy+mCy+8kFUeD3/4w2knQRMdi0BszKuSwBgkSLrf8dKt/HxCO8g4VpaBErQTkB3JzgaZFpZh/c4iYVS/onVMXB92sPztZrBZsmO7sJvtK5st9xrfRNaq4qoMVe41bkHxUZ41o9wrl2gNAmFB6XSp0fVordGgnuOLzAuoK6DKwEYtWFik7cVzBWnB2xIWFDItVmZgu6h+ApiGUHYgM4Oito7407R4sBJaaIXSbEKVgYdhm6zqUOGk2Fbo9ih0HF6HaRcoDIq8T9hU1/Op7QbkSYbDNGwmTngYMufzXltXNHYVFoL41gTHlmEXKDk0wbH4JV6TFg+LszSg1ACxAbVGpVwZW6mhVBqiW4Nkhlg2qdbAMmmVRprM4OotvGSfwIi3ww0d9Xek7Aj72wQccsgyCkNL1y6GdQXkkkXLy8tb0qULLriADh06RNdcc00m0YH3sP2jR48mXsfzSXI+tgKa6Jgxxp6cLdokNRVkOCxUM4s4mDa7IxMTkB3TVmKZCjshmFRj4ZH12ccJFnWuR5kbqSooccDR4fR6bD1pra9Sq7nB6g3O5zAsCgplClCiFcoMzhwVTAcrPuJWEIRs8Qs+GQHCNEBo9N9W31suE2tiKanq4FdFmCmUHcKC4pMpLy2s5JD2Ff6bORC5Px5KzLpiA1B2BGjHPRNtJEmCnI+86mnzUCtNSnT4mujQ0BgCTXJsGXbBwEKTHPMmOMavhCKaCysHExq1Gi0xsVEn20K2hqqMIsmMVFBopLaIVVBJ5GvE7SlxpYbsSxa5AVhyvDGa3OirPZjOYOWqaBetl1+P3ZSSVt25YkpFx1bipptuopMnT9KZZ56Z+X6xWKR73ete9MUvfpGe8IQn8Gu46Ybnv/u7v0vbCU10zIDIGIvc2GJiY2zVQwoDORcZ0vmsLI804TFtdkdi8bSyI9afaciOYeGk8T5nYdNlcUcEk86E7BizLztRWTEt5jHxncqGIs9HaCaGVUHhczxRBUV+ziAtQiLX86nVbrMNBVVQnE6LyQWTwz07TDbwOtAGCgsb9ecNJhh8RXjAYcKnjkFFNSlXwaJq/1BZxRZp51BSeJzxIRUdiOIwDCoqAgZqELTH95mVIjaZhTLvqRcGMpAU71tUCEIKLTbNMOsRukLREaBkrY02+F0QhIgTBNT1Av6etl2PPN+mwpwCSDdDdEyyrIbG3lJzaJJjS7CDrtFpaGJjXvaTHEIjMQcYDAzF38VCicNCERoKgqNSqbKlM0upkbadDCg1UiqNcWwn4rV+m7j1ZIDUCPNJDdXOii0fJziUGUb9jbGPifUZ/YDU3fKdbjabrM5QuO666+g73/kOHThwgB+vfe1r6Rd/8RdZjYGMjpe+9KV0u9vdjsvFKkDZ8cQnPjEiMlBa9ulPfzrd+973pvve975cXhZV8VQVlu2CJjo2gUUgOEQ/gpm0zQz3zJiwpwmPzdhZssiGvMn1RGRH1jILpqTI609W9ZehhMO82WaNsaqgDDyXn5P6boR5VVBYHSFIh57rUau7wRVQVjea1Gy3hapCXsaLKNuqJtaqggoHfGIAIL/fhsVKjkCpOkBWQEQR6zifW9ICw6oM35NDlpiSIwDBgYm8sM5EOw0lh+eRYeEBFkVUYeGBgrSHeSjsYomSs30GUZA6IEqwPSPEA31HvocgOxDIheotnqzAIggjVXh2PuB9nmCQM8myGhp7B/o6pdGHJjhmGBY6o9KuoADwd7VaZRvK0lKdqrU6FQvFkUqN3DyNlEojKyy0T2yId7MCQtN5GmJJK1JsqJZqn+yIzMgnOBSh0e+fJDukWhX/D6D6SJEuWw4OI528zSS4/PLL6WEPe1j0HCQFAKLi3e9+N/2///f/6G//9m9pbW2NzjrrLPq5n/s5ev3rX5/I/AABghBShac85Sl0/PhxetWrXkVHjhyhSy65hD7zmc8MBJTOG5ro2AX2FDXB3wzhEW8/VOWRkT0xLLR0EmSqKKbN7JhBTsa4FWJ2OxY9LyO+fBaycme2ogpKerXDSMS4DSUSVRBRt9WiVrNBrY01akOx4Xoc0hmaNnVBFkgbCIgHNER1EpuvyLLPIApAdhhy2yAv1PqhhpQ5HSA6zMCg0JYDFi5PK+wrIB1CC2QFckAkcYkqKGFABbJ4m9x30+4PmKQ6w0BfA4/JkPh2PahCoCjBdxGhY8q+wiuD3AQ2FrF9daQ4zJRVIaItH+9t4BC0okNDY7PQJMeWYYeNSzTBMSNiY0bkhm331RogN6rVWp+oiMb49sgSr7xmudwo1UaW/SQrX2NYUGgiayOl3hDLKSIj1pcUwdHvY5LgiB9FL7bcYltXJlv8oQ99aFSJLwuf/exnR67j+uuvH3gN6o7ttqqkoYmOWWMbszfSk6lpiY90uwFbCC+UtIakCY+4UmOYuiMh4ZdWlmnJjgGiJiOvY1JSJmsCO3Zexwj7iurP2H3ZBOGwXdVX5rXdSbaxqSoo8gKr2qctKIpwSFtQDEPZSQp8PQJR0XVcajZb1Gm3qNdpk9PtkOG0uQqKCvg0IusK/hLhoBzwySoJ8d2wQqKCOh+hplDhoCAr/ArXpcc2OQpDkhTIvyAbVIItCAuZk8FkRUGUfIWqxDZt3i9lQQlAhhRtsvyAwqLw5HLWhudQiO1CzmrZrDJRShMEiqprdtEyeeBgWoVocITKK0G3QwSbjdelgl3vDzKY4PCpaxkciIptsrwj9lluNTTRobErsC1KI01wbBk0wbGjMXLyPPT7OorMyA4MZbVGpcZKDWFDWaFisRBlZmzagpJpP6EBMiNtPRHvJTM1ODg9ZUFR6xDL9YmW+PtpUiP+mhV7rogN8VxsReynWp/4FzdbjHCOQaRTh5Hq79eOuAq98Y1v5PI4YBdPO+00DjS58sorR7b72Mc+Rne60524RjPK4Hz6059OvA/WClIahKhUKhV6xCMeQVdfffXsd2DBAkYx4VePzQCTtgFiIV7Kkid24czGU4k75VF4QeqO+IT7NIsJ0cDkeIdZRjZzDLarRO1WbXdA5SEzKPKXH/xuxy0o4roUZhVDF/aMIKB2q8myPrDg3//+9+m73/0uXXvdj+no0WPsl/RlmVbB5oOR8JL/yo2ptyMxRJAk9zinQz5Y3SGLurJ1BeoKEBZSpQETCL8L8gcPz2PigfM6OHdDfJ/ZfsLhoMgJCcU2ocxQVZTYvuJyFRW2vQReX6kit4kHl4xl301f1SE6ghK3IusDL6OqSzTQQHtYZ3IkHVtNdoC4sCd5aOvKjsKOH3csLHbW9XFHYYdNajTJIdBPgMi5RqgLbuIaYg48EuvhGyF44L61CAoVjwLZdplWVg7QOWefS3e6453oHve4B93lLneh2972XDp48DCVy8jaKHC1NPyL6iKWUWRlhoXn0aNIpnoYIEaKhMQshIBiedXO5r/7r4G8sEgsy8sbJV43HrZREu1Dm+ywSGZokR2KdSLM3I7a8VJk8ft2bDm8zu/I103+F8vxQxIqIDfUI3oeEToiiSROcmAp2E9x45U/iuizm791ZZKH/ortEEXHf/7nf9Lznvc8HnR4nkcvf/nL2Rf0gx/8gNN9s/C1r32NLr30Uh6s/MIv/AJ96EMf4oHKt7/9bbrrXe/Ky7z5zW+md7zjHew3Ov/88+mVr3wlB6pgvRik7BiCI0tZMUe1x4AUPyNsMaus67i5HfGKLOnys5MElCbyOlIKlLxskXExoKqYsBLLuKqOXCWJxgA2Xb43w4KiPufo/FJkX4w4VKS7kv/xRRLtoURwHWrLKiggMdrdHgVkkl+o8KTd9YlcWU3ENyTZQIb4QcZ2/F4sAFfeYbBR4kyQE1G51wBhnbjAix9zPr+8niApkIJeqLKdxDCExxZkQ9vzIeagsGCT4xEVLFhQDHRaKDNAOGBdXpfsQjmhzHAkF1OwDcSLCmUGd8qjoNchE9892ybD61HBqkbf/Z7nM9Fiuwb1/JBKdolMW1x+QrRxukSdApluh+zyMtmGKEcLuD5CSYWiw9+Gi9akig5TKzp2FHbsuGMSzP1iokmOvU5y7HVyY/LSrpOGhfZVGmJ5k0NCERaqKqKgxKtaxzDbSbyka98y0recKOvKsCyNtN1kQKHBVeKyFRrD1BnKqpJWZ8SzNdLHLF6tJa3aiC+niI34RyL2QyyL8HgRnb77rCt7CQtFdCC0JI4PfOADfIfliiuuoJ/+6Z/ObPP2t7+dHvWoR9Hv//7v83OEpXz+85+nd77znfSe97yHJyFIfn3FK15Bj3/843mZD37wgxyO8olPfIKe+tSnLhbJMa5KYNRyI/o1dtZF3uaHlHWdBaEwLja7H2NtYzOkw1aWu9WYDFNUQYnaRe9L+lxWQcHvCxQHKOkKC4rb7VC31aReuxlVQYnOARAPse0wycHUvcFKCZ4fx75DQo3B3o5IXRFviz4XAoOJkiDoh3uBsICCRLT12AqDOzAKIFpwOQfpwYoOJVuVygyROlqQAaHoe3+brMowAlZ1iJwOq5+1ATWI5YpKKlBmFPokJ4eQegE5diDUGaYtytEhzAPwXSZoeJu+JxQdsi2IjoJlikDUbbiYa+vK7saOHHcsNPT1bi+THHuR4JiuCsoQC0pupka/EgosqZyrwfkagtiwcZMhFgAalXGNhYVmlXTNCgodlaWRRWxMkp/RbzdoOVHLJ4NHk5kaUV9jZIZ4L+voDic30gSHWg8rPXihbfhNWyyDwI7GQhEdaayvr/O/KHWTh69//etRWqwC7ppgMKFK5iD9FbJRhZWVFbrf/e7HbfMGHL1ejx8KGxsbgwvNYoK9VZPgUWVjUyqPzSg8hmVixIGJy7jlZ/PusIsNj87syKvCsiWqjhlg3L7s5VDUTRFTY5zfmUdVkRyRskPkWzS6LVrdaNBGo8U5Gy4m9rEqKGZGFRTRKYSDIuZTlnqNVUERxIGRsKCw4cS3yUBWhhB9cHeE/UTYSUQVlHiXRbgn/uVgUaxH/tKLNrCPoJ9Evm9xIGk/ORRVUDyR84GsEN8ji4SShO0r8uEEPnlBgYqyugtvF3YX16HQBWHhJu6EcJ6IReR4oj1XbWHriygzC5KEH36fmMH+ouKJsq7gX/Ap8yYONdGxt7Bd446xxhwaexc74Lq/W0mOqcMoxy3xOiQsVJEb5XKF6rU6ExvVWo2qlapYOidfY1gVlPGyNQYVG7klXTOqnkxCbIxSaySqo2SQGmmlRnq5pMIjuax6Hic4ovayIt68IYack86Vdud3b1cTHUEQ0Atf+EJ64AMfGElBs4DBRLp0DZ7jdfW+ei1vmSxAkoo6wjPFFAP0aWX5A5PhvNKx0XbM2RAe8u+En035+Me0scQtLGmyI9q3SauxbFJxMlTVkbbJTBmGOXY+5g6pgqLazLQKSkYFoDwLCi8SH0dEZkbRls9XVmaISbS6UEAcIcqoiu06nRY1N2BDaVGr3aE2ioNYqIJikIu20oLCdwPY2ynKJouMDBEsijwLIxQqCQtWEqms4Il7rL9s+8C5DIJCWlBYQok7OLGLsSAaxN+wrjhmyH3iTrg9oarAe1CV2EWyC8J3ym09kSoC0sOphGwlsdE/eXzDbouC0CfL6ZJR7FKBw8oM5iPark++D7sMcThppVgkAxYUkDm9Dud0BKZJltsh03dYmQH0goB6sr9dL6SeF1IZx0HZcbpdsrCBXpOMXp2KVonKNmS5Hnl+QB0S23ZLFlXkOucFHLfJiI4t7Y7GLh13bMmYY+62lb1w8m/DrdYFnsTsNnJjIlIj97s1qQ2lr9QQJIVB9fqyVGyIfwu4VuaQGcNUGqMqnmRVOxlKZIT5FU6ybCd9ZUeKsBihzkjrKEbZTfI+kuQ6Yn+nFoyWi4gPg8eCbEeW+zw3sC96ijYaO4vogGf2e9/7Hv3Xf/3Xtmz/sssuS9yxwd2V29zmNltObswqfHEgByLrQpkxQd8s4TFuSOg46g68H6/eMrjByfIxZlFydqfbV+a53+NuZ+o+ZRzXdBUftVy6CgpfRWJZG8qCgokOKqB02y3qwo6ydoJ8pxNVMuH+FqvyYm+J0CiZmyFUGSA9DEn6SfsJlBXYR95XqDtU//sWFENOkPk4ROoKX4R7wuLhu9wWd284HBQiiCAkxwuoZAtbB4FwkNvlSijYhNsjKrpM3KjVQlHB361AtGN1BVeEMdmCopQZXP3FdxPhmrjL4IHk4EBS7JMllRkWK0dYs4K2nptQZkAFg+PbM0O2vTBJo8JMsV1keFgehb0uk0O2LRQnGGrxvpGo+sJ/zzkAXSs69g62c9wxaswhknwW+dxajGvcroMmORbcfrI5pQaCOYvFYj9bo15ntQZuYMSJDbWs+DdJjAxTaWQRG2q5OLEhephlP8nO1IgTG8NsJ3FiYxpSI7l8+v3k0R+LyOhvJPX+IFliguTBwG7eUAn3k7bR2DlEB2rwfvKTn6Qvf/nLdM455wxd9owzzqCjR48mXsNzvK7eV68h/Ty+zCWXXJK73lKpxI+pMMakdtKJ3bTXunip1oH34laQaEPBpgiPSN0Rf039xMQnTOFkVpbMcFLV95w+j0u8TGNhyVQ3TEC8bJZwWHRVR96+jdU2fViNIaG48vwK5bmkAkIx18QEHtco9SOHSXt0rpgiLwPKiDVYUJot/rfd6fKFDZP7gkVUgI0DZIUvcifEwMMU4aEyp4OtHKySwN1/MRmxMUvH9tHG7URhooHb5QBPU7ZFFRKQFUUsTyaTF0g/Z5OJ41DodCgIEWOKcNAe2XaVhyfYZtfzyYNNxiGyDZvCkkhPFxVQeiIzo10hs1imgqwGgos5FBk9rqASUssNqASGxSpGeRusCIEyo9UgKlbJDFwuC4tw0I7nk4nbHIS/A6r6JhXtAmdt+Eg2DRxxvKHMcJc5rd02Tep5yPWAZSakDcejWtGk0C4TFcRvrNdzyERIanON7KV9VKgarOiwLJNDW3tuQE3HIyfAXS1jVxEdr3nNawbu5N/xjnekH/3oRxOtR2Nnjzs2NebYduwVkmOOag5NcOyMsNCJlBp4WFStVlipweRGrUaFosjQQrURRYTkkRl5Ko2pczRCMzcYdJTNZByLSdxekiYwom2OIDDi6+mTH8k3soiKgb+HfOZZv2AY6tjRPs9x3IGxrA4j3Z1EB+6qPv/5z6ePf/zj9KUvfYmTykfh/ve/P33xi19kuakCQsHwOoB1YNCBZdQAA3dKvvnNb9Jzn/vc2e7AjAmOWVznEgVCjPy+TJJ/MUuMIjvyVB2znuiPQ3ak7Sub7cNcVSULDnUsRh3OeBUUfh4juOJVUKAeYIkjFuAcCJFV0W42qNlqUavTpVa7S12jEFVB6UHNIEkSzPk54FN9N1S5Vmg3YLmIKTPwtsrIAAFhsy1EggM1RBUTXkQqPDCIUSVpHWZLAiYToHQoKsKBMz4CVmWEblHYWKJyr0LVgbaOhdwLHAehrGCgHewvkrQwUPMFxwO5HFEgKZQZgQgKhXVFhoPy8uiDJ0rFGlwqVlwqOCcDpWJNmZnBn5tUkmCbQUC+45DtOEwOWbb8DDhUVGhfQO7w9k2TDDykCiUAMYOMD6fLpAwIA6UG4eMkFR3x8NTdUnXloosuoi984QvRc4TKacwHO37cse3YKyQH7WmSYzeQG8DQ0q7jhoWOUQlF3eArFKDWWKJ6vUZL9WUmOXB9HWZBSQSKymlaWqWRrn6Sl6MxTKExjTojy3KSRWqoZbKyMtIVTkaRGsOIjWhdGTaWxDrzPvbsl6P3xJhLW1d2MuxFk42iTNu//Mu/cOCO8rIixAt16IFf//Vfp7PPPpv9rMALXvACeshDHkJ/9md/Ro95zGPowx/+MF1++eX03ve+N/qiYDDyhje8gW5/+9tHZd7OOussLgc3E4z5JRiZRbDFJ+oo0mNA4bEJdcdAiddUeddpyY7MrIwMcia3v0PsKzOpEDOpnWaPITNvI+P7k66CQul2cQtK1EZMWvhfTOYdh7qdNrntJnUa69ReP8lhl5xDgYk8HiWREcHhoLItcsujKigSIm9DbitwiXw7EkCocFDAswQREMS8ImwjgX1GtmVLRyEW8MnrNZkAYFWKFauCoiwoBZAOsIL0L+PKguIgKwRWEpknIVaMYwTrS4/CbocJC9O0ecKOY4QHiAcQJUwe2CosFZyQIHQst8dqDpJEB7aNvAygZxncX9cXlhe2n4DkcD0mLxRJgmwQtBMVUwSh1PUCkYmCyi7wHZsmBXgD++l0WMkCgQvOCgS78j6iYgsIkui0iKnDtpgsNOdgXQGxoVQAGvPFjh13aOxOaJJjwcmN2PtStRHPx0D1E5GtscJ/F4sFLs8aJzZ4LZKwx3U5t7TrGLka6iZEPFfDDFUFlWxio798Mk9DLZdWawxUP4mNQ9QRGcduMo1SI3NdGSqNiFyJthdrn/Exp60tWcA4SWx7vkRHPP9+7Dbz1ZzsKCwU0fHud7+b/33oQx+aeP39738/PeMZz+C/b7zxRjIxkJZ4wAMewIMUlHF7+ctfzoMKJJ/Hg8Re+tKXUqvVouc85zm0trZGD3rQg7ik3KZr2Y8gOLaS2Ji0eolCnDCIIx72yc+Vb38ThMdASKkkO6INxvoxVUWWEYqKXNvKDLM6Nmth2Y2IH8+sUNBEbkaMiGYLCg1aUJjoUpczWckEKgPRSNz5QLnSRrNF6w0oNtrUaDbJd5FNYVAFk23PIRN5FTxx94ViwSyQWcBExmK6xJXhoCjXykMPLgkrBx6+w0oHbiu3a5Vl/0jaSNBPkAlGSAU/pLI6x52OqIIC4qCyzDYRu1CVgaQI2YTaQtg6DpRtKtsmFXBhlRYUDhZFPseBDplulwqwmYCK8AMmDQDb9MjxC1QoiN+0kENFO7xfRrFEhtumQmGFbFnFpKtsJD2P6kWLwnKZlSoogct5GZ5PfnOdjMoSGeVlKpgVVlnAfgKCBP9udD1aQlu7SEahxFLLwPHI9XwqNNeosHKQCnVYUMR3reuKvrZ6Hm83rJbJsEusJGGSpOeS32yS2VynghFS0TaoaIocEVhfYF3pMCFi7wjrCipopCtn5NkTrr76ap4E45oEVQAm1Le97W1n0HuNXTfuWCjsJTVHsCcIjkUkNTadTTMloZG8k99XaqjXLavA5OgSKzbqrNbAa8NUGmpblryOgQTJqnYyLCA0QWRI4sKOwkPzFRrD1BnDcjPGCQIdWr1kTKtJep1Ziow8AiOtKol/5OP+SqUv88hb8zgrrG8pmhu0omN3Eh3jlMeBtDSNJz/5yfzIA74Ar3vd6/gxLwybPE97PZuW3MhbhzlkQjppOdetDuWcVNWxVRhafWUHYEvufg9RZoxz3LKyVOIWlMQkk3M3AvIcWE/a1Gx1qOUE1Ow6nDfhpaqgMF+gqv3ELSiSTOGgUElmQASh1CD4w+OADwSLqpquLisszIJLoVRXqKsLl12FQsJH5oVQhHClFbliJkl8lIx1KQw8YX2RAGERmAY5gew/l5yNHQ/f7Qd8gvCIHQ9UM7F9oa5AW9g6TOG74eNncM5Hj0yoKzC/igQfUFcIlQTUEqFVEv3ljI+AbSTkIOcDFhSXTLtvyUA7VqAEAZNDIIyiYFe2r4hA0rDXYTEtVBm8G1LVgT7Ht6nUICBXAsdlYgjhryhrq6q2YJsgWHCM551PMzHRIU/0t771rfQnf/Inifde/epXcyZHHCg5+oEPfIBzOW699VbO63jwgx/MoZgYRGtsLXbTuGO+0CTHbsIiEhxTkxyTZGyMqdTA3+UylBoiMHSpVqdSuSwn/4q0MPtKDUlgYP2R/SRSbCRzNdSkv7+elPUkTFpPsoJBh6kzomVTgaDzJjXGUWQkt5dPaCS3O/xXKd4+91cr5zRj68q8tRJTKDoW9Ou7EFgoomM3YFEJjnHWi4lb4qXED8qgumNqZUd8fROUns0iO4aVnJ2GdImInllYWIZsZxaY1YQvax3p8zhOVOSWe40ID3ExZ14hbUGR5wOfE5x5IdUdXIEDfoWCyH6QVTowCbFDqAA65KAayuoxam+sUq/VlINPk8JSlUK7RGFoMcmBkq9sJZFBUiXLIgvrDz2ROYFgUcAvkFHqkWUXWUuCtUGZgT4jCBPrD4wCWQgfhSID5VNdR2wVgwAfihGb98uJqSvwHk/QLRGcyTkZvS6rLAKoJJDxUeyQbQpZPAeDIisjgDIkpJ4dUhWlYjknw6Og0yYTxIMqvVqvMnmAo9dxfCYtcPHH9uuVMployy4Zn4KeS7a1zuVeC6FPJZR+RQValGx1fFZJbDgWuWGZLKtEZBdZmQF1hddqkSGVGcWKSUVsE2oQN+BHo+dx+7BeIrNc6W/T8ylsbfC+lmziIFQQBUxyQAnSdmmjXCA3NMgqlMgoVSgEOeX55DTaVFhucH9LhSIVLWF7QX/Rrg1bTbyM8BxYRy4vO8F21LIvetGL+G5/HFlqjkc/+tHR3xdffDETH+eeey599KMfpWc961mb6ruGhsYCkxzbqOLYscTG0N/iSaufpAI/Y/YQy7JpGfYTztaosw3FMmHh7LeJbCNMTCiCwxrI0YiUGDlERqJ8K6s0his0skJB89QZEVkQqUP6RIc6nFkERvwoC9IjOqiJ9tMqMmahxlDrSCwTb5sgVAb7kvVeHGyBxrGW1qO5QWd0zBSa6FhggkNhGlvHNEgHf2ZObmMT+M2Uop1J5ZMZKTu2tALKCJJjntVXpt1OxGmEY1RBSWWxhMOCZeP2FcFZMHzfp41Gk1Y3mhwc6nbavABXQXHbotQrLCiKREI1Fa5UIgM+UXqVa5+LHoj4DHkhhR0EOR1QdnBxE18QLyRIPhAkHM5JPtmmzWVjmSSRBwCKDmxf2VjEBVAoQQRREVAZpIWPqiKWUCzIYFDOzJC5F0y4IPRUBoMip8OFiIKDOk3RTp47Ir/CiUqvojfqrIKFRP2L9SBnxJalYrFdVDOxyj1xzJDTwTstjzMsISAtuC0OH8s25OcRCHUFlBnos0mRugKfI7aDdggIDU2ZtaEUHZ5HftfhjA/0FaSM+tx9lO9l+4vcJtpKYoa3CaLElX0tQg1iCpJEKVA8EFJc1HZuYFJrgu+OWhakxvLy8sTb27dvH93hDnega665ZuK2GhoJbNng3Ny2ye6iTtB3Ehb1GE6WpTEusTGeDaVcrgm1BvI16stUxk2DVBWUvAooSfuJnbSmpKwnSqGh3o8rNCxpSclSaIyyneSpM+LERpYyYxJSY5zgz0kIjfjyEysxcgiNvPUn+pS/qgTCxLE055vRMc18aKs6tMOhiY4JkTVZ3EqSQyE90N5qlUeWTWSYnWUcjFvudRixk1eFZZ7YifaVSUmOcQmYNMkV/4zxWcUrZPXzNiTJgZyNMKBut8tVUBodhxo9nxqtNlsieBItrStQBUSrQlsuFSs/CJAItk+GUYhUJAjnFHN2UYpVblXQ5NKCwu9yVRG0tUV/QSlIawYTED5RkSuK+Fy1RdhITLZ1wIbCigS5X1BCQO/BxAFfIftkBVdeUaoQp0tU9qQdRKhWREUS1VZUQYlIB6g6ZPUVqEi4CopcLdr5YUC9YsCWF/S3LCt2CLLCE2VffUf0F2oSQxEHIDp8QTpwCKpNpm1T4INs8MnvOUTob09UQWEChSuvCMUM+soqFqvIlVcMfEawp+C49Rwq9LoiQNVEaVpxLgmyIqCeIpSwn1C+oL8+Kra4rEIBoYNoD1SiUdtk68o23AFlcc4EX59Jls1Cs9mka6+9ln7t135tcyvS0NhBGFceHl9uUSfsi6zmWMRjlvnZj2E/GU+1QQM2FKg1qlUQG0tRiVe7UIwFhSKlC1XKFFkhysJmhYSmczWGZ2r0CZHIrhLL2xg3FDSL2MiznAxTa0xDaqQJjVjTiHDIspek+zAWqTEFmZF+Lyv4NKtdljuVw+mZDLIW37qikQtNdGwC8yA48jBssj8uCZJeKr7GLMuBWGjQKjKJsiMrgDIiUWKqjlE2loF92TQJs7kKLPPODdgSxI+ZVGbIWiH5VVBUBZS4RYcDQsWFQVlQuB2ahQF1um22n7RPHqVWS4SGck6DVSC/vCxKp4YgHESmgxWC+BKXcyYdkD2hwkHVYAb5EkUR8oftscWBMFE2qGqb5JpS6YDPGSqFbotCxyazuo+DNAvFOi+PSXjT8aloik4frNgUFEoi98L3KABJ4XT5smc4XW4HEgAqEq4mIo9RuWuSVy9TESQAjo3vkdftkd1aZ6uGWV6iQvEgKxbYRtLzqIMSlFWPVso2W3HMYomPi9fp8ToLzXUylw+Q4bSoaAr7ShcKCJBBBkXhoEsYsEmVBNqCgAgaa2TUDlC5Vo8yM7Dd9Y5HlZLHfV8ulskoVsm0kNMRktvqUqHZIrO5RmXLoBKu+DLfo+t6woJSKRDSNMogfCT7EjgOuY0OldsNMt02la1lKsjZP8gY9HOt7YhA1EKFrHKFDLyP7JV2h+0rVafFgaQFBIHJ/rYdj3qwxcRO2Xl850DSTFIyFsd7ErzkJS+hxz72sWxXueWWWzjHw7IsuvTSS6forYbGVmJ2dzVn4XtX69iayfsWzTR2OMGxJXkF44aFjlHWVSzfV2rgJkapVBb2E7ahLFG1UhsMC5XkhliTnUtmxO0nSpWRrnJihskKJ1hyHHUGaJQ8y4l6Pa7MiNYplRnieXZWRhaBMcpiMoy4GDcXI8tWkmcpSa93GsIivf2MzQ8nRmJPREac/HznGUaqrSszhSY6dhjBMQ4mJQkU+uTDGMvGrSxT5HbkEQ0TEwx56opxyI5UfsaWlJvdDgwJBx1WBSUPqgpK/LmVZUFJKXbQpt3tUaPVpGajRZ1Oi7xel8rgQXCnv7sRVUGhUAR34jMQyg9h6eBecQYFfqzQD3lphooDygyEiaJyiu/xBUl1i9ty+KVQdAiHh+wb1BkI2rQCtnRA1SFjQ9kWgbZQb6DqB/+tMkcwS2dfDFQHHbICGQ6qlA5MlPjkWiIvQwhDxOAr4Aoq8KaIkE6oK0QJVZF7IRQdxAGfsHZQEe0MGdSJ/gSi9KosFQsbiVA+CcICbVAq1kX/UD1FkQ6onsIWlB4fc5AybMXgvI2QfM9nVQcUGoFVEJaZyIISMDkDZYYZekyQgI/ANrFvIFmEZUZYUCIFClQmjiuIHc8lyxYZF0qphaossMzg2MIuA9sLSBK0U9VXQGLx5wI1iPxQWXkiVT4J7nWLv6TTZnSMi5tuuolJjZMnT9Lhw4e5Osc3vvEN/ltDYzdi7uF+i4IdTHLM/DMbl9yYMF8DBATyNKDWEP8uU8EuJMuwqpKucQtKLCgU2VvDVBqcqxEmw0HTCo2I3IgRG2l1xjSWkzSpkaXMGIfUyLOYTGsvGUVoJPs7+FrW+vNUG8PUHYnXh5Ad6fUMkCfyf1hG2YjmBXxbJy4vuxPnKnOCJjpmiFmfaJPaI9LbH2V3Ue+mu524YzqOuiMWVDou2RFZHEaEdY6TTxIPJp31pCeL7JilbWUWYYpDw0HjxINcRJVrHbjgqJKt/MQUn48hcy9kQCjAd9gDKCRkxgWqiLhdtle0Oj1q+gY1uy6tN1t85x7tuPQqyArDoEJJ3hMBUYAJOCqRGFAx+IIAkVYGYV9B6VWDShzIFRCnW2JfWJXRFhNiE4Mbg+ylw9E533ZEuVfbM6hbhjIgoCVMxBEOCmVGt80T86C9QVSskFmqR8SBKGEqAMKi55lUlAoJcnusOrDDgEynRSFCPk2hBkHOBhQS4CwKlsn2jDLKvWISD1IBhMNGk4rFIissigcNJlOEQgIWkpDWui4tF20KVyoUFqB0sLkCit/zyNtokFlfJ2ulRYUSSsUaPPmH0gGkBUq2dr2CKPeKsq1SDaJKxRa7aO9wuVeVe4G26wWLK9b0vJBsHAsEsSIzpNUls1igUnONbKdNRatGBVkqFuQIKzO6Lh+jWrFMVlEcI9/1yGh3yG20qOK0qFI/HG0T50Kj69F6x6WOE5JTscmyy2KbaNtzyW13KYR6ZQXKlWUqFfrlaVGxhQVE5vwUVNNmdIyLD3/4w1P0SkNjBGburzQXluDgjKWZ3tKcsZpjh4eOjvW5jX2+TUJm5Ck1lArDpFKxQrVaRVhQ6stUq1Y5NDSdp5Gl0lCWBEF09IkQK4znbIht20q1kWE1iSs0lCpjmDpjmL0krczIspaMS2Ck8zHSRMMslBijSIth6otxlR1Z749LdkyyjvR7yroy9wpTU2R0aEVHPjTRsUDXsM2OS9Lt84iPLMIjbxdSN0+HZ2TErCwTKTvkhDxP1TFJGOtmLSyb+Vy2qgpKVgWUsfuWIjvUcVSfI5NEkSIjodtIkSR9Cwp+/U3LIMfzqLN6iloba9RaO0WdTocVF2GxwtYL17B4O6Jkaki+vGXBfAkHW4hSr0xWGDIzA+SHhbsvQjwB+wrOQlzcMccGIcJkhedxO1HRpENmucr7oC5cUGaAJPFlJZVKwYjUCgy3J/YPRAtUHSBr5EAH5AE2CyIBWRsgEZQVh9eNHImCxVkbaIuyrSozw4O6wvV58g/iIsTkH2QRSsi6CEINWJWBfmP9Ks+BlRlQc8hw0MC0RQgqtxUhqFHpVd9h1QBUHegbCAtsE7YOVqCwSkL+tKPSC1JOZcUYw8d24yqJkNqqv5yZ0Q8kBWGBbSLjowA1SKE/4cfnCvsKyAeR7yECSZVtgzM+HKgyHCaohJJEHnpUxuEqNehvQfTXMtm+4mPfoXphBYpHVkFUbMH+uqE4pvOGOeeMDg2N3YadpeDYPSTHln92IwcgQzI1xrChpCuhQIlRrVbYflLnR51KsFxKC0q6Cko8KDRLpaGWB+ERJzCUPSUdDpomNvJKthojLCdKmaH2fJgyY1JSI6+CiTmK0MggICZRYIyjvshbJv1eul3W+1ln3oSu0cx28X0SFfbk9uYZzAerdjDpne6t6szOhyY6thlb+d1JuAtGEAfTkB2bVVIMCyfdsbaRLUCiikk42rqTroKSWH7cKii4I8IkCcgKYQVBSGir2aRep0O9TpNLn1puS1T0cDt9UiUoihwN+RlykGSgJIDC9hBdPUJfWEGCQORgcCUTcTZ6yGyQFUnQrmjDvCIIC14CZAdXBXEE6cBVRSBJVZVMQgJ9wgGfQmYRXcZUvgfaoQoKQkYxuEG3MJnmUqiWwZYQL7AEeQdvDAI+obDoiJKxFAjLDH+nWJkhFChRwCfK0clATQ4HhaXF8ciCfYUCnsSzjYSDT6Gw6BMWtiQs2M6B1zo9KsK+4gkLCh4AyCBLVkEBeUAlWQUFihXXJ8MMye92ye4p2wsyRyTRIY8NsklQmpcJC/leiG2izGyny2GmdsngrI04YaFsL6y0iSoyifK0UKFEhIUlFB183kkyCFYbtq+YBQ5B5fc8SQjJsFfeTxVIKu1I88akGR2TLKuhsTNgLjzJMXtVxwywAIOYzRyX8UNCxwgKHaHaUM/jqo1CochVUJaXltmGAnJDVT9RVhMmK0aoNvLsJ0K5IRUbsXKuynaCrA3R22xiA6XnxX72915ZWfMsJwOkRo5SQ7WLkxqRMiSD1MjLzJiE0EhuO3t9xozIjJG2kQyMe2kdZ7nMX7RUOzv6bOdsXdFhpDOFJjq24To2ityYtSRbqSSi55hbxF5QpMcoskMtk0d2iPcnDyjNUnVw24xw0okxStUxIqdjUoxL+my2CkqcqMLdbrVdlZXRbxdQiMwGVRaUcytid6o5J0JVMhFlPdEGSoZmx6UNl+jkRoM2mm1qux5/Hmw/sQ0q4U472oJgcEB0+PyhBaxEMMgsLXF5VmQ4NHtCsVG2LbYxlCybJ+esyIAFxe1RgElxeYlMu0yWURCqAU+oDVBWVIWD1mBtwX55PQo7LfKR14F9PdCmQnGFBQmi1Kuwg2wULapCgVEpC/WAaXH5U1g6jMoqGeUaGaU62VaVBxtMNkDl4AZszUDAZwjiQNpX3GaX/IJLpY1TZC0fIrvqCcWCibYekxz8N9QZRYtqCOq0BOkAWwYm9XZtlSwZKipyL4RCYr3t0nqtQF0vpLJd5uBSrmTSczmks7jRIGvjFJUOGXwcuT8IM3UCWm05tFYrUrhU4WBWWEmwjyjX6qw3RZip06KyXYnCQXuOz/ai9a5LHb9IYblCVlFkfLhdjwyry8GiZq9N5SVYbSxJzBC1uh6ttl22vThUpAJCVplMIm7rNlsUYJv7sc0ClQqWsK94sPi4bLXpeAGtwC5TLPD30O/65Ng9bmejrysGVQoWFWyLvI7Ln8u8uQ4eNm+hdUVDY7diZyk5gGDXEBzThLaOR2zkWE8yiIx0nkYWmcFLy8yMSqXMmRr1Wp3qS0tULpb6Sg0mLeyMqifitTiZAcKDczSi0q1oafFANk1kRKVd4+VcY/kZag+tDHVGluVE/f5nkRh5BIZaNE5gDFNkDCgQjPGVGOOSFnmERR5ZMdBmyHJpZL2fSy1kLhvObv4V+1vck+vbjOaJUFbf2arl9xI00TFHDPuCTURuDJu4Zygk1LrjBAI/j5EI45Ad3GYI2ZHow5gBpeOWnN0U2TAjC8ssKpnMom1ajZM4/gMWFEXmiAs7Jokqc4OXgnIA1TvabWqdOkbtxgY1W01yQGrIKijIbuCSoaoRh4kKwkP2iO/4I/uCuwovB8qYqnMAFVTU7BR5EYHFagdO4uDQS1gyRGURk8u9oiRpQeR+MmER8C+VKr0amgVxDmIBbNMhYV+RgaRM/MhypMpGgkdoFhNhm1w+VVlfQNawCKJfehXxomzp4NBMKB3kMUTlDy7d2iXb67LtBTYSRTpgcbFdn3zcMQK5oiwfridyM7itQ1axFiu9GrKao+PELCiSXOH+IuCz06UiglCldUUcBqEG4UBSqDKkQiLqL2xDsNugWoznUrFgcrUXsa99uwwOMxQo3F8ZDur1UJ4WihdpQZE2EhxfKDMQLKraFnibMgQVlpYuPlcR9mobxb5NJ+ovzgXsZ5EJEpBBSvXCBJjnkolja0qbDj5udd7u4vKyGhq7ATuP5KCFIzkUMTGrYzn2eoaQG5utgqLyNQp2idUaqISyjGyNep3tmkqxoaqgqKDQdAUUJjNSKg3YT4QKox8QCmJDrKUfDqr+luaWTHVGXpbGqByNxPIpYmMzpEYWoRF7KaH4iK9jWgVGWj0ysL0J8y4Sz2dAYIwKGp0EeSNzcAfbIdCcStGxWNzqQkETHVt8PZua3Jh2Yj6MVEh/nWOdUz/OmERHc+a8TUTrG2JjmYBcSAeT5qk6hiFNtoxtp9mCklG5284IXs3N24jZSPip/PzYuqGICraHCGoqulzjNYSKKmUHB4oKuwfagXDoOR41Wy3qtFrk9Npkul0ut2p214UNBWQDJqyFMpkoN2pYPCFFRidyLzDxLFlie1VL3OcIOm3OjwBQox7bMxHESQWe1DYdTwY7GVw+FaVKy8qCAjVHc52oWCKz2+AqKqVajdfFlhkO2TRY2dD1SlSvFFkeCmLFR56D1+EfMigk7MoKFeRkG2RDE6qDgsvqBycoUwUkjF2UpIFDztoGFaFE2HeIitWzqWj2Az6Bta7HoZthvSTK1yLgs9vjrA1/fVWWbW1S2V5i8gAqENfvtz1YLdBKqSysJNifdpf/hcKi5LSpUj1AJdlf2EhOtRyql2xWg+yv16iAMnggJKDMaLTJqZap3FqnskWsdODsClQ58XxuC2WGZy2RVaoTQQ0CC03HI6fREce4s0Gl8jkiHNSAugKVTkSo6HrXo8MVm8o4HrYlrCf43Btt3k+hzDA5aJX3xZXKjK4oT1sr18gqQZlhkNfzyWs7FLTW+XOpFuus6MBvhQ9lCxn8uUIN4tWKZEKBYlsUeCF5bZd6UoFi7G+LbcpAV2SgzPtm6VaHkWpobAlyS5JNCnMPkBybvBEyox+lPMVF/PWZHNsx7SeDhMb4QaG8NMgKGRpaKVeYzACpUa/VqFKpZlpO8rI0omonEYkhlRyBOZChASIjqoKi3lGEAojrGLkxzF4SVdDaIgJjIGg0tp60hSSPuBjbfpJHbuQsM5HiYoDICCcmJEb9yow66w1j9Hdw0m+OyGMRKqC5YgqiY9KfoC9/+cv0lre8ha644gq69dZb6eMf/zg94QlP4Pdc16VXvOIV9OlPf5p+/OMf08rKCj3iEY+gN73pTXTWWWflrvM1r3kNvfa1r028dsc73pF+9KMf0XZCEx1bhK0mOMaxhAwoJVJlR7NsGpOoOwa2l0N2TBROmkF2zARbqOqYdDyZztsYUMbEyrUq8MsoU6rUObijHkY+JEF2yLbIjVAWFLTB5LvR3aDVZpuOrW5Qq9PhtthWwTBoCVVQcHx83LkXigqmsjlvI4iUASA5MKHlsqiGTQX1GQO+uHsP+0rQ6zJZEfqYzsoKKlKN4WNirhQT6qBB1QHbCvrb7RBVhXpABXyyXSEwqWuKPAlkfoBUiHIkuj0ykUsB1UGAnI6SXK3YTgdESaXA2y1LtQK/r3IvENTZ7fB+JZQZQcgVWFhRwmGbYjDGgaIgHqCS6HY44wPHD0eJw1dxnBDUyUqHkIxCiUhlUGBfmGQRIagYSIHIUN+7QIaDoq+gr1i9IvsLdQUHkmKbsVKxYl/EcYLtBoRUSapBuDQtjlmnJ3NFOmwfAVmlckUAnCOODCQtQ5lh4T0+EP3ytAhehVqEB3ogXwJy0Q4VWng/i6wk4UwSqEgQzMK5IA4VYT+xECyqKviATBLHFkoNU2WKsIzHpADEmNzPolmMrDaq8s88715wGKrO6NDYk9g5JMe25XNsMckxEaYaM+VYUcYgN1SYZ7wKCpMSpimroIjA0KXaEtm4ruSqNPr2E7XOhP1EVkGB/UQpNCIqJBYYGq94kg4Fjasz1HVTqe/Sygz1/rSkRlbwZ1yRoV5LkxZxUmOYEiO3XZbSI9WPSQM5JyUyBpQeGdsyNkFYjHOGz+oSzKMw/mzjZqN5APOBrf0dbbVadPe7352e+cxn0pOe9KTEe+12m7797W/TK1/5Sl5mdXWVXvCCF9DjHvc4uvzyy4eu96KLLqIvfOEL0XN877cb29+DXYipSI4xS7JO1I+8UMoY4RGvdBLP7xg3tyOu6hiGiSuxxPdjSlXHNJiWXBm17aRqxcqtgjKw0v6S8nMD2SEni6kqKNx336Pm+hq1GhvUajao2e6SbxUpKFTII4M6XTGxxAScLwZWvwoKZ3yg1Guvw5NOHhaEPhmGVCMEYjLs8STZp4JlyQod2C90yBX2FQ4GdcRE3pbKDIR7YsJtiiooXhFKE2nLCEVAp+H5ZDliciuCRYWKA9YKEBaY7CKqAxP5siI62ILiikm80wUbQLYtiA4cHxAWsHQoe4UiLARZgbKtLgd1YrsFEADIiZChl2jDJAmsFFZZ2Ehgr4DlQpIVCAfFfhaKyl4hbBkgDqJt4vNW1iFM7DngE0qUniAsYhNpEAfK9gLyoMCEBUriCksHwkGRL2IHLllmKWqHC3JLZouACILtRZEryvbChAUsM7C9mCJYFB8+l5mV+4lAUiNBBgn7SgCCJPCoaJWoKLNBxHES+8kEBKrlqDKxrk+WawnFDSrMlLE9oSIR5IuwzDC5EoRcvhdtQcoEJI4Rjg8YHISnYj/Rjq0u8pdnK8pJZ4EHqVrRoaGxC5UcOyuHI/f4jvWbkxP8PpLcSAaFir/tRLYGSqYvL6O0a42W8C+UiDH7yaBiQ5hPMhUbYUqxESM24uGgynaSztNIExtpy4kiNXg9IzI00gGgWRVNtkqlkUV0pAmNLGXGOKqMYURG2i4yKZFhjEFeGDMmKjZDnMSRJhfiZNb8rSuTbXhSYuTRj340P7IABcfnP//5xGvvfOc76b73vS/deOONdNvb3jZ3vSA2zjjjDFokaKJjgQmOaYmBcdYVTbql5FC81i/tOg3ZEb9gZFlYhpEdWVkdMw8GnVLVkfXZZVVBiaraGhn2E/wdLWgSnnE4aLw9jCmwd8TDQVV7ZCdgA1ZJTKYxEUfOQa9HbrdNbqfN/3rrx8jgsqei9Ckf8/KS8LHapYhwQDgoJuYIB63aIYc9ouJJ0GmxjYWVHGWHjOo+shGKaRgckNnGBBxZECVUKDHIqxapCFsB7CfdNt/Bx916Jk7sEtnFA8yFYDKsAkmXizbVijaFCOmUlg630eJ/rfWTZFaXyCwvU9ESJIlQKUDNEdBqx6V6waTlUoUHUiiBytYK16fy+kky6gepVF7hyTxP4B2PiY6SbXLfV6oI26zypJkrivRctltYKycJ3AssNZhUo7/tnk8nmg4drrvkmnVuh30CccDBmKsNKh04SXZ7nYrlc3giz/kTjk9t9JVDPj0KihUySmXOoYClA0oHG33eOEXGPmEHwcUUBJTr+CJUtIugzpAqBdhIxM+003TJLrbY1lHutalU7IeKggRpd1w61XI54HMJ7crK9hKS03Kot9aicnOdt1dFKGxBWJJAOsB+suF41PEDOlipk1UuyiDTkNymSyFsJL02VQvLfCyhzGALStdg+wosKGZtidthP5HR4XZdcpttKjbXqbRPhKfiPEO2BxRDbHvhzyekernG7ViQhIoszXZim9WiDDllIiT7u7hV0BkdGhqLTXJsTg0RbDu5MeuQ0Mw2GXkaeWRGPE8DZEbchgIlBgeGVmu0vLyPq6FgcqPIDFZipHI04kQGL5fK0IAqI8rKkH/HK5yo/Az8tsYzNeIkBr+WYTlRf6tl46oMawxFRjojI62ayMrGyCIu1PL9viTfS7yf8V5mf9INh6gthp0t45ATmevI492mJB3G0UxMc7kXhu/hYNN+mpDBXCiYf9UVtq5M+lODe42+TxsbG4mXS6USPzaL9fV1/p7s27dv6HJXX30121vK5TLd//73pze+8Y1DiZF5QBMdm4AiBbZCwTEVyTFOm1Q1lKxsjEnJjoFubCKvYztVHZuZMEVEj7KgRCsNRmR09Kug4KoRXTiwEvgRQDiABALPEQRcCWV1o0FrjRadWGuQ53msRMCEF7kZZaaChXUFd8TxwxQGZRHwaZR5taw48AIyJWOsyqeKbQbCggIbC467soOYlrCCSHWEYfpcyYTnrMj/YJkIVAMOWVaHMztsX1gzVLlVqBywDg7cFP6KKGxTTKp9JkpYUYK2Zp0n6kqVYfZi4aBQSESWDtFXqA7smB2kb1/xmCyBusInqBks8T6qyyDTotOTFguoK2JqBbndJpdQJQ5nhUoCr4OsgGWGlSTdNk/8oZLAeYCPGe1BlHC513IhUknwPqLP0kZiIhzUqkQqicgO4qMkL5QkaKfIDJ9JFKhByO/Jz12SlCDNXGG14eNTkCVm+RgEXM0E/cV+YlPYnhk7Ri1WdIhjhAwTE2oduU1USUHlFpBnWGWBiRkRSIr9VIGv+Ex4m7D34Lx2RZlZnE98fGSAKreT4amqDC9UNorQ4e31XLHNwKWijSo/ZnYQ7xzUExNndOylu9oaGpshObKUpnPFuJbaBUr6S/wWDSE3RgSFDqo0+vkaccIDhPrS0hItcSWUOlUqFbLMYq79BEoMFRCK8q3KeqKIDQ4MjeVpKHWG6v8w20ncUhJXZ0QkREyZ0SdExiM1hoV+ptUY0ygxBsiO1HZHqi9GkBn5Z8Ug8TCOwmJYRZW89eRtP93XWRATozA5NZFxQzNKxpvvNZ2z+CatukJE3/rWt1iNEcerX/1qzs7YDLrdLv3BH/wBXXrppazcysP97nc/+sAHPsC5HMj9QF7Hgx/8YPre977HvyHbBU10bBJ5X9y5EhybqOQRER7qJfXzICfs45Ad8UosA+9l5HXwuqZRVoxJdmRuP3cBQT6MnDCl+ss/fyofAZNb+TpsA3xRNLHdfnxygljih8VqDkxo1ZpNWQEFFTpBLrjNdWo31oUFpScm6271AHVcQVQ0ZHUO3GEvyUyNMvoU+Dwp9TdOReGgAQYhdpm3hQkt7qQDXc+klZLNJAlPi6EC6bYobDc4zLJ46EwKi7hjs0QBie2ebDtU9cRA6TbLJSoh4FOGiuIOPqwVKGgbVKpUPHQ7HmDgTjyCQbHt5WqBKkWLgv11MlGdxTB58o6JePfkKlWqS1RYOUx29QAfD6gyOM/B9ehUx6XTarDioGSrHQV8ciWTtRMUHlgla/l0VpkAOL6NjsvkB9QgB8oWFaGwkOVenWaPrEKDt1vvNahk7YspMwI60ejS/mqBVRI1qZLgzxnEwFqbSqcaVNw4RRWpkuD3ZDWRU22HtxkerJJZqZPJ5V5BSPhkNhwKNlbJ6jWpWqhHKgkPRAhUEij3iqDQKgI+i9xfDhW1XQ4yRWhrZcWgUkG0A7fhOB6davao5QQUVKtkV+tkyD5B0QHli7vRoKIZcl+hkmA7iCeO0WrLpUbXi5QZfG5DmdEU5WmL7SbVDtv82YF4CHycLh6tdzwRNluv8DljlwqcNRL4Um3TWuf9Q7tydIxCanRdGTQbcolfHB9hKQrIbXXJ2WixGqRy2OL2AIiReVvxzQkzOiZZVkNjcTHeVGGiScCw8O8pSY/p1RzB1hMciYT0cLpjmENsjBMUOg6ZoewnXJbVsLkSyvLSfqrXa6zWKOJay5aTYiJHI0FkxKwmqvKJys/IUmdEJIYxaDFRhES8TGv0t5ltLVG2EiNDVZfOx0iTERHhMCZxESco0qSFej399zCyIk91kSZTRhEUo4iJLFIiMz8jSzyU8x3bCgXGVlw9p7kkc3g+hWSz0GPOGR1TWFfQ5j73uQ997nOfS7xc2qSaA8Gkv/zLv8w3qN797ncPXTZuhbn44ouZ+Dj33HPpox/9KD3rWc+i7YImOuaJrSYxJlVOJLI6BiufZJEdo5BbcnYSZCgfFLLWOVBNddoKLMOqoKTImbjNRlVByfxRBcmhqqCogUaIu95ywsfBjCJg0+l0yEH1E6dDnbUT5K4dIcNzyQg9DqVkqwfWh8+DQg4HZaIEx5wsnsAK9R3sCJ5QRkAVAEtJoSL6QbYkOwKRlQDFg9w+f96Bz21BOuDHAZkOrHQoin3E3XeUPwWqRagruK5oQpWBu/hsYei0haKDJ+JQVoj8CSY8agFhLVBXYAHkZeAuPkgSVG+BGoXLispyr2jnerCUiMBNqCSQCQEgQwKTUbQtqJwOZD5IhQWIB1VilkNQIcWVHy4rHRDU2YVKAuVe0V/5HkI2XRGayeGgdjGmkgDZ4ZOPCiwy30OpMnBBwIS9n++BdkWyCjarK7j0ag+hpMJiJHI4xd0q3w/IgA0FeRuyJC7nXuAzR8aJLPfKga8UMCmjskxw8iLzgnNUUO+mUOJgUM694G2K0rYl36MCVBJyNKhKxSplRljoZ20IIkRmZkANYuAz6ys6Al98JqzoQHAqyCfxgUf2IJTwjeeCCO5PfKaiJG7Aig4cHz626C9UHY7H5BmOqlKu8Ptzr7oy2UBJ8xwaOx8zJDmmqWw25lhmSwNIN0NyZM4Wxxi85C7bVzxMWwUlrtIQNhSLCoUiLS8tcRWUOkq81uqsqACpkbaf2EYpEQ7KSoyIyBD5GUqpoYiNLHVG2nIyjjIjj9TIzchIERXTEhrjqjDyCI00mTEJkTFwBuQQIul2iX6k9inxWuq7M+xbOlS1TvO5Ns5C5TEJMDxSWo55W1d4jDTpTV2+qWkNVVxMS3LccMMN9O///u8Trxs2lzvc4Q50zTXX0HZCEx1bgNzSomNgM6GdYuNT2EQiciNJdvDqUjaWPFXHdiIepDrTYNJYFZQsG4oStaUtKBBXsH1CkSPsZZBVUDARhGXCc2ltvUFHVhvUaLWo1WrzHSZUQVkpW2S5Lplo43WZeDAsT+Re4DY688xCrYBJZhCKqilFGxkeMoDSA9HR5aBPE7aMCoJCYfGwI9KB745jPQic5NBMecA82Dm6PJu3e10mADBRBUCIwIICcgaKABAAgVkgS05EMSFmuwMCM2WwKCa4gLKvIPgSZAnECwihBHkAMgN5G1B2cKnaTovs/XLyz5VMWB4jVSFcpkPYHSyUJEV8JZHb6lARlTo8VCQRhASTSMgW6fmimglIiJg1w3cQLCrsIBwqavTvKJFUdUBRgmMdFmEHEUoHrioC4gBERxeVTEAAqO8JvJIBh4OCsAjR12IxCvgEcWCCsIB9xXWoWEJFEmnNgEWGy9v6EWEBVQYTFmwhEYQFyAPur9UnZjwQEpJ0YKtNrGKLICtEiKrhg3go8zahPGIyAyohWUGFg2hRKUaSDkiUYaLD7UUVW4ogLLCjpqj2wueSrPSiSBImLEDKuKjWgs8a6pP+9wUkkqr2goot+DyhXOEysuirtL0w4RWpp+ThlyWV5wF8lyPP95jLa2hoLG6ltC3FJN//3GUzlBv8xJyqCooiOWq1JVriaih1Wqovc4ioyNSwE/YTC6SG0HFEVhNBbshMDRkiGldsRNaURPWS/mtqd60tIDXSFhNFrMRfG5atMQ6hMSmZkZWBkUdkjEtijCIwxiUvRgWMTkNQbJaIWMTLpjhXt2PGM0XVlRlXaXElyYHMjf/4j/+ggwcPTryOZrNJ1157Lf3ar/0abSc00bEgBEeiyTR3QOKKg2ES0Kw+Mpuhgkn7uR15Nhb1dQrHUHVE65d3GFSfNk3ojGFtGRoOmqXM4EomyQuRuDMhrCQ8C429xxNY0+K8AVTSVG3FhRqVJCwmCVCFpNvaYBtKo+NQMyhQh2xyAoNOdj2e8IOwAFmBMMxqQd4X8R0KmuuimggGDPUVMmoHyC7UeTuwCzQdn3+MnTLKsRYpLBU4MwMkRdBcE9VMEBCGaiPFMtmFKrdFECTIBtsy6XC9SJWiQQekQgKkjLPeItfsUOG0Y1RY2kdmVZAdUESstnpCQRGE1Djdp30lm2qylCkm0rA5IE8Eqo5Sr0lFS3gGMRkGUXHM7NJS2WY7SBVKk0KJApAcbYc6J9aoUCuTtf8ElW5jRjkgyKYAGXJso0dnLJcpOFRjGwkm1VBlgKxAOGhl/QTZ3Q2qFutULkj7CgJBpZWk5VQoWIZNQoagtkW+R3Fpg6izQeX9RKWCFe0fMjxONBwO63TrZarUlph0gDLD3fDZvtI9uU41r8cBq2in7CCttkMnGj3q+ERLJRHwyaVeez7P2LunGlRurFJlv8GkEewgICow0Y8HktYrVQ7q5OyKlkvdtR75jVWynBZVi3a0nzhGTkeEioLsqBXLTJKgaovX9ajX6FFvvUWG06aSXaUKPFKSdIDtZbXdYytJuFwlo1ThEoGCdAjIkRaUoonz0+JjxOSeF9B6W1hQgsISGRVYbQryXPDJaQgLSsUIuR3sK+J7KkgktEUGSgjLS1mQKzhGsOm47S4FnQaTKggyBSkDlQ3abo3AdUYZHQs4YNPQmKuaY8oxzCTYvJoDfcwZg6SzgDK2NRj2mXU8zClCRrPUGllhoflKDc7WKFTYerK8tI+WajWqVutUQGUs1lmI5UByKCID6yuEhT6BEcvPSKszmN6Qv4txy0meMiNJfgy3mkA1mLSpJMmLuPIi14aSspUMVWCkCIuBdcXWk0dWZAaKZhAUSZvKNCqM8a43WaTDsEvYqG/rVk32t/pSGW6iH6qtCsDtE4tbDxGXN9nRmVQB0mw2E0qL6667jr7zne/QgQMH6Mwzz6Rf+qVf4hKzn/zkJznk9MiRI7wc3gdBCjz84Q+nJz7xifS7v/u7/PwlL3kJPfaxj2W7yi233ML5IFCZINtjO6GJjhlhHmUOR2Gs/IusoIuU/CGrAkrmqkbkc0yKcbc7aWWWRDgov9A/PhGxIwmaXAuKIjtk+5AQxiUGJcI1ACuJLBXredRudMjvdahz4ibqrJ9k2T+CFbk8bHUfGaUlIgNKBkFytFGJA9YTslhdUeKAT48fCNkUHTL5Lr5dFAMErrzCUgwiw/GpXvQpgNVBqS8cKCS6ZCNzA5YYBHUWxHs9eTfdhE0CKgGuXAsFAHIbEFzpiEk7V2FpswoAgaSA2mapINUDgShJKvZdqCPMYo8VFiWoQWDNkFVQMJFv9wzOghChmSUOv+T+gi1CpY5Wl9UomIdLN4hUfEAh4YkgU1aCCJsEV0Hp+dzOhxrE61GxbDGJw+v1fJ4kc84H1CaE/VTHyJf5Fw7vK2w6ytKh2nquN6CSYMKClSBChQJSyjYR0iaVBwgshZIEQaZcLceOVBIiOFSUfOUAVeSjWKa0dQgbiagWgxBUGEVlwCdUJSSUJDg+XHoVJWZl+CpbW5RFh5nJApnKDoIgWDdkexCCZmHRgcKCM1m5P8hACbgiD8VL02KbUO04LkJAyLKEuiKy96CiiydCW9U+RrYXGdoKCwrKBWN7UXgqi5xgCRLWFcK5xcGr8ri7sPaIUFy2vKgTYRuALsecMyOhBugaGnsSO4LkmPG2xg0IHXqcJrOhxJUaplmgarnCpEatXqOl+hKVSxUmMiwD5IWVsJ9YVJRWE5GpwQoNfl3QGpEJBWq2IZaTJIHRJzXU3qgxFK6LaVIjXop1FKlhZb0fV3FEfRiPzMhTX6RJiizVRfw1tdwoIiPr/fS60v3PWk9/u4PLxbczKVkx7hg+XXp2pyFW+3Cs/elbV+Z790LF+20lLr/8cnrYwx4WPX/xi1/M/z796U/n8NJ//dd/5eeXXHJJoh3UHQ996EP5b6g1Tpw4Eb130003Malx8uRJOnz4MD3oQQ+ib3zjG/z3dkITHQuk5JjVgCHeG2Pc/kT7EFN2RCtRd2EH8zqMTVRhyVV1yP1Ol3CNLk4J2UZfeRIPB1XHIbpwReGgQRQQKlfGNgh+SVkdeD9F2wAlR/kPnwwXk0vMdgMyLIfCQpn72mj16NRGk46vNajVbpHb63EJVCgzKl2UyOwQdRvko1ymlPeDUCiU9/Fkv9nz6WRHKCZqJZv2lS2qVApkIS8DRENzneX/PPk/fBsuvQr1BweSdl22ZXSqBZ4QnrdSJtsSxIHX7pCz0eb9LcPmUV+hQv02vB1M+qHMgArlRKtMyyWbzl1BuVfRFnfh0a574iSZy8fIXDmNiqYoK9XqemKSimDSlkOHawXaj3KvrGYIqLvW5Tv9dqVEy1BX1E/nSTy2BYtE03XoWMmiZi8gv1qhYqXKxxQTeLflkl1eo+rJE1QKPVZJ8GeKLIeeR8c3eqzq6IUW1coo+WrLSiQudVZbrK4orp2gym1uzyoADLCgHEAwJtqdanvUXkY5U1nuFdYV2GkqtlBJ9BqsksCEHBN8qEG6bY9OcThoXyXBx0iqK3prG2Q4LSoXa7xN7i9sRS2HlRkdN6B9KE1bqUWkA0iA7qkNCjdWqWwJ5Qq2CeIA30G0W+26ojpOuSoCPjH590I+Rn5jnYrdJlXtqlCgoDyt55PT81mtg4BPqCSsYoGVGVCRuCgx2+iQ6bSpsiSUQ6IqD9xKAXW6Hq21HQoK+6RaRpIZPaXMaFLZEuoT9Fd8/VBG1mdlhmdYVKrU+HMXn5noK9QghtumglXjtpwxA7WMK9pBlRRC2YNzSFpiXEkg+c0m55/guIIQUt/rxM/FFo8IJld0aEmHxoJgYg/nJtUcO47kUP0Ncm8IYV/VNpM2kkGTwmCGRur9jKBQ0S5Z0jVPqYGwUISHWmaBlpZWaLm+RLVqjZZqy1SwcJNDlHmNyAxoN2SeBhMdgaqMghwOc0CdociKuL0kHgSatpaMQ2DEyYn+nmeTF/H1xMmMPNIi3k69b4xQXaTJjITFJFpmlBojts0cciO+vDlF1ZN+2+HnuzEDNcaiqxCzcrny+jwsw2tSogbLW9thXQmnqLoy4fIPfehDpTo2b32j9/v6669PPP/whz9MiwhNdGwSMx9kjzFQyFIwJPoR87ZGZELc7zpO+ZJ4TseQsrPjYoDsmKBdeh2JPqb6Gr0lf/AGfgzTVVCi9rFwUEzIRfyAALIg+Ra0S4HToRYyNXoey/WbLtGqb/GEdB3BlkHAxwdy+0IQUoWVID6HRzJpYZpkLx8QIaPyRxe5CFyylXdOKB3QB5groOjwu10RtIljh3KvXHq1InIOmOwQYZzNki0yKLh8qqgqAmUG/i5C6dDth4NyXgbu/KPfHVHVBOGerJLgjA+ZXQH7ANq5PQ7bxCCEq4p4IXV7HrU44BO/JAiihOogYPLAaMOK0hFhpgRbjZw0o9QpSrZ2PWpzOVNYfGSFD0y4e35U8rXM2SDiPVYdIEtE5l5wOKjM9+D1QpWCyTaUGT1kZkjlAU+qhd0hoZKAugJqHKhIuNyrx6oXziMxK/z58XpllZSorC0GkzGVBAd8dl2htKn0lQ5BLBsEdh8EfAqSy+BjBBIASgdkfOAzQV+V2gHHB/kVXH4Vp2YRBJTcplSDsMLCd0TpVZXvIUvi8vEB0VGRoaJRKKvI6RBZGyJUlBIKFASSKmWGPO5YZ5SZ4VBRhopG5XCxnzh/ObcFXyOptJHAsRO5IB4TFSprA9885JhEWTFQdICMU7f2OMgUJZL9fl+3SUmnMzo0NMa1W4zCsOWmDR/NamdunvBIkR2J11PtJqmAIpZX74vfyjSxEVdqgNyolFEBpUpLS8u0VFuhWqXKRIZQV1hkhwVpQ7Gj3AxFcID6iHI0WKGRVGckLCfSbjIxqRGzkaQVGWmLSZy8UGqMtBIjj9BI515gEj8ukZGltsgmOZJ9SbcZl8AYUGukzl1jClJiUkJi2ivRVlzCNnOpjlubxl12syMDEUGmzr35X9MnzujQyIUmOiZEfGA9bQnZ7BUPvzCPtGckrCdSNSH7kkl25K6ozyZMYyWZ+o5mOhB1nOVlH/mpHDxw/Wn5I8WTY94dVQXGzK2CAoUFT7R54iZKvmLC0ut1qdNrchWU9vGbqNts9KugFCsUFqtEZo3bsk1B2lc4x0DdusDaYEFB9RM867SIcIc/8KJtonwso1wgB3e0UViEF0a5TdyNF/aVImwkNYfMQoX3DZPhJqqcwJpR8cT2JWEBCw3k/65UaNidJltBMGkEkcIhkm6fdAitiiAskDuCyTLIilaXiC0dDtm2mMjj8Lmy8goIH9hBQDiY0r6CzAzAbQpyh0mA2AQWk9+ebIf95IBWfA6Y3HZccpvCvoJ2FqwZsnwqJuMgOnCsmDyA+qRQElVFQAog16HV4eNckHYHtGWOKhAEgCIsBOlgRqQDT6q7Hd5m0arFrBmwrgRsl1GERfQeyAFJzPDxkWSFsMUIm46wZ8jPpCitK/yZi32BtQjiiD5hISrmcAgqlBQy5BOEBdphXQVu12PyzC4LOwif4zjHfFtWT8HnKVQrTGyhHcgIaXvBqYm8jYiYQS4GbC9QjZgIee0HmbKlSxEWFDAJFP+OM0HCpJWw9mCbbKXhdjh/kW/jCttLLDwV4igQKyA6RGWafhk0JnNgF+o5XDIZ5Mp2KSW0okNjUYCJ/tYNuqdUY4y8Xm+lyiNvPMNezCnWlyI8huRuDCc3JlNsCNVGgf+1zQKXdq3XEBq6wuGhJbsSVUCBFYX/QvU2VmyIwFD+j//tZ2ooYoMtKEq1EbecqOD0FOkxitSIv0Y5pEYiUDRDWRFXfog8j6RCI5nHIQiNZOhoNpGRJjHGJTDSH3eSBMkJER1CXmSWc83iCAdfGlxmYoJj8Swmk+xDn77axPYmJFfSiwpb7/YcS87omFTRsQ1kzE6BJjqmwNC7iJOSHGklwpBfg3G/tDwUin7cpa1DbU71cSC5MxZkmkF2pLMwxhnMp1Ufkc+NVR2p7Ub96ttQcsNBlSIDDxkQytkSMhyUS39i0iw1bOriyxfcwIssKPgbbZhgMW0O3Dmx1mAbSrPZom67RRb5dLhik+U0yFo7HtlIcMcbVpAAVU0qNd7WKbYMiLKtmMxhMLBflSPtdsg9eYLfQ1sbFSZKdTLNKrdF4CUmfOtFl85ZLlPNNmkZAZ9hwJP3zvFVchttKp88Qlb9AJUqwkaCO+loC1UH0DonoP31KlnFMk9qnY0OBUGb+1NaOUIlw2cbAAgRkA0Ir7x1vUP7awXqhSscDoqJNUiOXsOh9rE1Ku1fIuuMY1Q653wqgSSBRQLWAsejW9e6dJuVCgVLFSJUFrFMtnRQyxVBoavHyTq9QWUbd6ZEwGev43Kg54m2Sy3Pp6VijdsxAbLRI7NgsgXF6DWpUluJbCSwOnRaLh1d71LLDehAEYGkIlwVhANsJN3VJnmrp3gfq7ZF5YItCAfXpfWNHh1v9jiTxKwtsa0DJEfH88lc61JvrUHFzgZVCwfZDsLhl70OObZJJxs9aqDcaa3KQaZQZnT8gMyGw9sNGmtUPgxbhy0ukCCreh712i5toMLKSpVsGZ7KpVWRr7LW5dDXKiFfxWJbB58rnku9rsvhqWtdl8zqEtkVaUeCigfBoustqrfWqb4s2pm2ye1cx2brCgJJHXAkKPMLi45s57Q8CloNMr2uaKcq4kBd0vM4dLXnhVTE8SmLYwCSBO1AepluhyqFIlUliydIGY/Pvx4IC2R0FMuRigQhqCC8DLdHhYpBJVkqN55/AkVRaJfJLFf6dhlWE7msKDIDlz9LldMx7zikSTM6JllWQ2MnYTCAM+9knwHJkKvmCIYkjg9ufyybzcC4zRqapTE8R6Ov1IhyNCJSQyzPFhQQFoZNpVKZlmp1Wq7vE2Veq8syENQesJ8gV6MQlXsFhSH2lP+W+RhWjjoD4xEmMqL3sgmMPEVGnGTIUmOMo8QwxiAt4oRFHlkhtp+vsMi0rsQJjWGlWRMkyGRVTkT7rODafMxqIp213a3ApBPw6Sbl6TDgKWGM7q/qS9ZSgSHOQVEs2ZirmiPc4jDSvQRNdGwXNklwDLOO5FY8UaRFHtkRvS7JDgwoJlB0jHLEqGos0fKR9STeKDngSIeD8jpUP1EBRgaERqqVUFSKgLBBuhL4AoAb4zYmSrJ6Csq2uu0WNboONegENR2DTrV7dAITfFgOPJ/vXFflJBFST5QChRUDigyW9vNd+mq0TyAqYI/Anf8lx6Nl5EuUVCUTYcdAWGex3ZBKB1gIajzxZVsF7pqzxUKpAJIBn6xc6LbJ9rr8xWUbiZxQB77JSgcOzeSBD6qgiLviIC2Qk4BJo40gSlOtV9yNbyInQYWDYptMLASsrgBpweGgKPcKO0gsMBMcE9QkOFZklfh4iPUKsoftIMgnQTlThKTKiiSsZJDBoiBc2IIi1QNQT3B/Wyif2hW2AfmeIDs8fiiVhNom1BWGVIPADsLlTG3RX7Z0oGSutL2wAkWGZnKp3VBsF58P1A7FukkFpWbA5+YKaw9yLwIMUFklYfL5xcoMuZ8opYssEmFBwkfuRuGgILMKIMfk14mr9HR9aUHxqGjGS8yinc/nA0r/itKrfWsVW5sclF7tyYBPcREOQ5+JB24HhQbO+QKOrTw/+Tj4HNaK0FWbiUH5FYRFisv/eoJcNPokSHQOyiBT2IkQ9Kr2UygzZOiqWRDhqRJsl4GVKUA7YelSJW1FeCpKBweCcIydB5G9xxWEpA1VyzYpJZR/fVxoRYfGzsMUxMRMSY50+2ATvtaU4oKfDOsTmIDhfc6yoPTtJ6yRSFlO7Mh6Isq2CsUGAr25xCuIDf53mYqFEhMghbAkSY1CVMIVBAeTGiokNKbQQE6XCgVlS2BMnYFlFDkRhYTGyIh0doYiNRRJq4iMPHtJVBlFhXZmVkXpExrx1+LkRVx9EScz+iRIksxIExlpEiOLwBgIlU8sMxlpMUB85EzBh5IOm7g8xM/SYIbfuGCWhMpYE+5wIuLE2IRyYVh/se1hRJP67mwHJiYuNNGRC010zBKj1Bw5F9M0yZF3gqfJjbzzOr5cXEXBoaJQZgxTdkSvD//pjJMW8ZBQloulytHG8zIwicLvDi7SSpERDyRl24opMjOwLCaIiuzgOxKcvSAOEibCrM7gHXWIEA5qY0JnsaUD+RFRNkhoUrvdpuDYzdQ5dZSaqyfIWT8lJsr7T6ewup9Mu8qBk1BmrHcxaTWZrFgpWVSEVaXbJn9jlbz1NZ6sWSAdYAHYf1veN5QDPbbe5W1jkghi4IJ9UG0UWJmB8qdsyTARPlmi4vIBsqsHeF2nEFqJrA3LpSOHu3SoVqCz7TIPkDDZax9v8QR75fhxsg+eIHP5DFHuFfkIskTqrUR0ou3Q6bUClXBXncunetQ6ISwzxZVTVOluULlwiJ/zZLrjERk9umm1wyqJZVhqyjVRqrTlUvNoi8r7TlH91FGq2iaXJOVyug4CSQM6ttZllUR4dp3MilBJYOIPlQSAMNMlVknsiybybqfN+4xw0PWeR2ftR6iomBxvgAHY6FH7RJtVEpXDUAHI7ArfJ7/lUqdRpFNtl85drpFdW2J1BSbxva5HldUOdU+s04HQEyoJlEHFJN5pU7fj0rGNLgeSGtU6h2bi/Oyw3QjhoA0KNk5Rfb9NtZLF51rg9pg4OtHssboC5V7RDsoDqDLwZnWjx2WATS73KtUVnDHRpm67wooOkCTVcp0/Qz4G6G8TapAmtyvZyzGVhEtuD2GxDiszwmqF7Ir8POX3AeoebBOrq5RsrqYjqs+0WdEBSxEUFqVKiaySJYgVA8oMl8JWgwy3Q0WryoQNvnK+2yW3V2HCC0RfwESQKY4ttseZK/i+dahQqPN5wIRFKKvSYHvIBcGgvVQmS31mINDasAW1CYKVsi2CU9X5BwsUV+DBb0KlxmoeVpF0QXi5XGIW3/GCWWeSRJFe8wT/dE4w2NE8h8bOQtZ3KhiujMipGDIMo8oz4hqZXF/WeEqGiccUHtyvGMkxbl5GVr/6NUTir5sjczRYbQHLH1c4gf2kxOaRShEKjTrbT5ary1RD+W3D7udnQLURyKBQLveKcZII0RavCaIV13r1O6RIDGUvSZAYMetIRGqkXxuhxkgrMYapMLIUGAn7Sey9OFkRz9YQr/WfZxEU/ff664vaZqg3Bkq3pie7GSqQoctntBtoM+FMcystEbOwMaQrlIyxUYEhzbJIjaxjPXwmJZcf4/AJImOya3W4CFVXtHVlptBExzYjXVlk7HZjvGfESA9Vz5zDQOVPckR2ZK6kH9AZ72eWkiSy8qjcC75D0leVpPMyEhcwZUFRGR2x0kpop/IyePVq01ZUn5JVEfy3VeSgT1FBxaR2z6Fjqw1qNJvkcJhml6tM1DsnyOyuUdBY54kiiA67vo8CD7kXsJGIO/AgLVQFDZHNAIUEbl13RMgmJpFQPtRXxLDJIL4zjZyOZtelpZZN+ysFoa6QZVmhNADRAXVFud1gZYhVFweDswpw55tEOCgqsYS1WPlUZGKAfGi0qNxpkun2yMDdc1ZBCFIBE31UsMAEl++syzvqsA84LYcnx5yXURafgQj4DHhSjQkuVAAh209iYZuyLWwLyL2AgkCtF7YO9BltRcaCuCOPY8iT466YHEMNUqz1S4syedArcJhrpJKQigVM5GEJWZLhoEIlIXMvEGSKCblTj7I2oJJQ6OGU4MwMKBYcJqdUaKYPZYbjUwvHB4qOWolJBxU+2/MRSNqjwOlSgZUgIqgzCH1WP4jcC7HNCqwrMueECQRUDUH5YN9je4W6tIKw4OorUtEhlCvyeyRJAASSijKxcpsSrGyJ8iuEikTGmMhwUI9DRbn0qlKRwLOFY4ggU5wzICPRVm0TbZGZ4fZYmQERBSxE4qsLhU7IbUU53H4JXm7LeRlCDcXhqfI9LiGLzxBqI3w/EYQr809EO3GOQQ1lynaREgTHxBehq1CfqLBW9TuD81PkeyCQtJ/tMW/Iqc1Ey2to7IzKK8NIDvV3apkJSY5RBEd6uQThMSJXLDmNkb+9qSyM4WGg8b4lX0uTGryEzNEAWSHeByEulRhGiaoIDK3WaaW+n2rVKlUKNVHhJES6hgwKDQ0qwn4SERgiP4P/lvkYarymCA4rS5kRIy2YEInZTOKkhlp+UkJDHVlVdSKuwMiqjKLIjLjqwhiDyFD97n+m4VgERvR+6tQ2h02kB5YNJyYhxiWyx6l2slWhlZOSKFnzDytjHUMn08ZogmSA1MjpJtOcIyb6I50dfHN1+HHIrtCSXPF2DDs4a3BSi5BWdORCEx3zUHOMqeQYe1Njll1KEx5qAG7kDCAGlBUiiaf/Wsa2jIiZSFUyiZMksDqE/QsLfghDFXbFqg5MZjA5FxJSEZxqReRIPBw0YvSRtYGH02ECous1aMMhavoW3dLyaK3Vo6OYoPsiL+NwtRBV0gg9lyfRgugwKeweJMLddsPgCRcmwhttlzpyeUwauQYKJtqOwxNiWEkwmTPr6zwZh7UFeRkdVGLpeqzQOFgvcthmCRM4w+TQStxRt9ebHA5aaDd4IIPJH6wgKuCTS26ioSkqdQBQSWAy6TQ6FLSbZHJ1kGI/uDEI2JoThWbKMrE48LBz4A67CPjsRpUveOKLCTGsINL2ElZKbOuATQZWhrDpksPhoB2qxYgODEZBWKD8Ku7IByCMYM1ALgdCUn3YfQImSEACFJeMpDXDRcirsISAPOCJPKsHQkKWKVQAAdtBHJ7Ii236giRxRfUUDhVlO4jJ53cvVpYUhE7BFhYL8ZnD8hJQVwaScmhmVMmEyCXkSbhMZGHQWC7gDp0kV8glB/3EpB7bBKEDS4xspyqZIHATFgv1dQe5wnkmsq8hyANVzQXfCZRf7YCsc8gqU38/cb7J6jSqGo4KeuX+ykwS3/Hk+SOIIBwfXresnsIZNZJc4e1JogPtiqiCwrYgQT5iP3EuMIHF8itUTxGlYHmbXNo2ENVTpFpJvcckCXI82IKCINy+dYUDSaHu8T0ymdARP1DcX1h7cN57viBQY3YZX/YV26XQl3cwIf/G/s/3iq4VHRq7E5u1q0yrrkoqKvqQeVuwifJYQqo6EmMV/GCpGyp5Kg5FTOTbTPp/D76fJjXMdGCoVGzg+rIk7SdL9SVaKtc5SBR1TlipAetJoEwnwmoixjDq777lhCkTJjhwY0T8JjPpESM01MOK2UwUSRCFiMZ+e1j5OiahoSblqr2a5CYDRWOZZ0PIjDiRkafEwAQ0/jM5isAwx1JmpG0m4cjf5TwyYpzJ7byIjDxEE+Ep+pGeN2QqG4YQKMNuzKpzZyyFAV/Ps5fjz3rIdvLIkGgWMwURkrayMHm3Y8JINfKgiY6txAQER8JuMlbQp1xX6hcHF8j0j1gkFZfWEg4D5SuSoj6gqFCdU4MIRXZI8kLeSZZFRdTC4sKtqpio0q1qvxEQynfMBVkhFB3iYgp1AMNDuVRRtYLXCEUG1AFWgZdvOgErDdB3TK7KtkFl06Du2inqHL+JNn78Q2ptbBAVy2Qu7aOgdoCc0mGeaN/S6HEOBFcKCSpkmkXaB6WJ02MLSusmmD2I6sUKKwOs8jJPDqE0uO5Ei987VC/RhfurtFy0aCkMuMwrgjK7p1qskMAO1e+yQaXCAVZ0nGJrRY8nxpjYN8/zqVaocMUNr+1Q52SHS3Ui0LJ88BYq385k8gBVNhBciYnxT0616OwDFQrPrJNRqrB6oLcBgsWj5i2nqH7WcSqcu0ZVe4WPP2wkbrfDd9ZvPNnm/p55qC4yKIKA1hyf6qc6VLy1ScHaCaocupBDITkws9uhnudSoWSz7eXclTqVq0u871CGtP2QikdbHIa67HXYDsJnjNMjt9ukTrNHt651OOBzX32FQzOhCGhish0Y1DmxTv7aMVo6x2ZbBypvuJ0m+W6PTmz06FTX5bYlhGaaJqs5er5BK+td7qvVa4p2mBj7ATmtDepVV+hEB9kgAa0g0FUahtddn5ZhATrZ4SDTcnmJ6mWVRwKSqUnddo1Oth0KTy+TXStHRBbONYSKOmsbrOSpYJs2Ksy4PJHHZ3Oi6bC1aX+5RDbbQUDAhRyo2ltvUqnXpnphP5NKOOd8BNB22rTacvl8pEKF7KKqSEKiXaPHdpBS3aQa21qEigTt3F6NNjouhYUloooIbMW3sQtyANkpjRaTdwiujZQrbo9JK7SDlQTnjyVzYphEAhHWaFGVrSumCF0Fwed1Rf4JK4JCCstFsssgWERfcT6D8EJfxfdQWF7ENl0mvKBmCuwq2fguFiRJiEo5IOk6Tf6ew7qi7Cc4tjhnobJR5Jyyy+AcElVpHGFdKZpR3or45ZG/QPg+bzGzEL8jOtbymujQ2EGqDjG0V9+oWG5WPE8rpZQYB0m1hDWGwqNPoiOzQhAfkvTgsUqQQZT0SY0+QaFKttqJ18YhMFDRJFJqGKJkq22U+b1aqUr7avuoXqnRSm2JSkW8L8q3slpNERkgNRBgrKqcyDBQO5aZoQgFLJdWZUgxYURcDKozBHFhZZAWauLWt5Ak7SSKsMizkYwiK7KIioQCI7be6DWxULT+eBu13v7f8XFw+nwanpeRXu94VpRwy3/Ps1UDEyBvwjukX6MmyTiv8oiIfnczFB2jVBap+cE47XBO5BawHHJtB0GSpRAZ9esUHZvUqplaja8P94kUSTj3uxeTKzp0OdoZEh3XXXcdfeUrX6EbbriBMw8OHz5M97jHPej+978/lcti4qCRT3JsdVouiI/0lzI70BNkh7SwxKuYDFRBsfjHhmXmMXUGWx+UPSWetRFVb+kPjDgwExJ/GSQaIhOAMz5MvsvLWRueI3I3LGQq1MgIK7wdZD2carRodb1BgdMh0+vRoYJPhV6DzOZJ8o4dEcGeJZRfIzJQNaQEG4kgLKDMAPaVC3TAQ1CilPi7Pa5cAdRQSaXdJFrpIcmCpfQNTDDlgYO6AmQL9gclW3HnH5NioIR1QCVRkmQO7uDDVhCGrOpAmCSVEdRpM8EBKwjumqPahtdsidKiqDjCd9N9njB2O6LfgV0iC0GUFqp/+HwsnA2H7SvV1gYVV0T5OExQManG4BCBpAgHhQkGKgkoM9qwspBJ9YZDQWtDqB2UeoBLpHZ4ctzhCSdRRZZBhf0E+RWYVKN6CyacRaseqQeYPEB/ZblX2IegAuDATJwnXK0D6hmhkuhv0yUfk3nHFwqUMKRqAT4KZG3wEqzOAKlU9BwqFUrRaCPwYHtpsxpEBZmq3AscathXXCgzpGJhQA2CbUIlAbmxhVJ9Uj2AuA1Wgwg7CKrLcMlWqCtYmQGVhAyJLRaj/qC/XRBxXYdDPjEZx/GJjpHbE+QC8iuKfQuKsr0EbigsKFK6rFQkIpAU4aBB3w4Ss6DgXEIgaQGDZgSS2mZfCQK7jAuCkBN4eZvC8iKqtnAgKVtJYqSq2s+YMiP+G8bHSLYTJYr76ireT5BQCBCVtheQVrxaaYFCToohg3CjAFTZDgQh+hViP9OKDkisAmTeiInDllaqnJGiYzc6V5773OfS6173Or7ebwf0uGP2iNs+EmRHZEUVKqvheRfpbI0sDJIc8SyMjI5F2+qTHn3FR3ydSXJD/h0FgYp/xWvJUNAoHFS+psgMm0pkIhjULNJKdYXqtar4t1rmgG9YTgZIDRkCypkZRpLUUCqNPFWGUG/0SY1IwSGPA2wj/F6MkBCVUcKxyIxZERmDhMVwEiNScGTlbeSUah2Zq8ELTa7AGPXbvdXKDHMTk1D+Ko7Zv+Q4P5c5iD+JtY3/Fqh3MxQdRp8Snci2afRV3TkL5PQ3v1H6F4SVIcMOs1KVZ6g40usLoru92zLkELmGU7TR2CTR8Q//8A/09re/nS6//HI6/fTT6ayzzqJKpUKnTp2ia6+9lgcbT3va0+gP/uAP6Nxzz6U9hzGIjSx2MhpTqNXEgj7Ti/M9jdgXP63myN1ubDmVk4GJFlQVIBv6Mw+RexHtUgEDDTOhynDkrxVawByBppasYsJkBXIsYkoQwywySYDJIO6GYx8Qx8Dyd9zddlpkttfIXz/JgYUIQWzv69K6uUpHmw5dfsMJOtbscsAi7uwj96J+Rp0neOR2qHfLzdQ9tcF3raunr/Hr9sq55IUB3Xyqw6VTMZHCBLJomnTB6RjQEOdsNH5ykidTCMJcKVWosO80Mo3DPElsrnWZeOi2HLppvUNnLpXoUKHIUnqn2aONmxtcHhQ42DhJ1ZVzRElb2CNaLrUbDh/nkx2XzqrjLneFJ6cgSHCXG3f9q6cdowMonYnjDCVDxyFn4yRtnCrRdSst6vgGy2JhsYAy5aQT0NKtTarffILDQeuHUT7VJL/Xpl5zlRUWN588jY43HWq71UTAJxQWlZMd8lePUaHboGpJTJwxEe81TpJVqtCxlsMqg+VSjayCUCysuT5VOi7tO9EhA0Gm5SWhroDlpdsip3GS2o0aB5keLFU5NJMJKmQ2UEjt423qHF9jBQDUFViv7zpMkkANgvDWjhvSQQwkSxYTHJj0rjoBq0Eq3QbVSjVRMYdzTjrktjdYXdFANkZVBFgCUINA1dFb61HYWqPyvvOkSkJUFcHxgTIDBFRYOsAqCRGYS9SBamOjR856k2qWIRUdUCShNK3Doa2rsBQhR6VcY7UD9g/9ZTKo0aawtUGV0jlUZtULjq1DntOm1bYMFV0u82ei8itAQGGbYbvJQZ3Ypvoqop3T82m941DAiqCKILy4Sgwq2rhsC6pbQl2h8mS4xCwyV0B4oYwuFEHSooPPE99DrqLTbVMJbWHRkVV2fKh0ZLvQrpBdgg1FrJc/F85NaUtFR9/WgnZQZsASBA6pJMvE4thimyCXYBXjfBizwioRHtZ60o4VVRkSRBnWy5Vlej5bmPDbgu81FFL4Ts77gr7XMzqOHz9O733ve+nJT34y/czP/Mxct63HHYPAVGOqUodpVUdOedVEyGf072DeRZJ4yEdW+dXk+iZD3GqSV91EkBeoZoLqJSjjCvUFSpwXuLoJ2pSowiVcochYKlRpCfka9QrV62WqVAqCeGb1KdYsJtOK4GUig7efVGTE8zEUccH9jAiMpBrDNvvEg5VBWjDRIQkPcQz71gBLthXHpE9IDBAUI8iJLHUFEykpsiKLlOivL5W7kUds5Pyd/HyH5GPQdJjyVJsIo/i+UdetcciQYctYI94X7yV7oaYGcdtPJiGRZRHJ2hYTIXlWlPxjkF+AIWtZ9bsUnwsNZooM9CP2NG6XGaoKMUC0qu/ofCkPrdCYM9GBOyfFYpGe8Yxn0P/+3/+bbnOb2yTe7/V69PWvf50+/OEP073vfW/6i7/4Cx4UaQxH/MsdrywSVTMZqLIiJg9xsiOt1hhpdZHrFcoOXABiWRm4eyLLteLKEOLvKCBMWE9wF53flv5+vmCjnbxji0mJqJxisQUFkxquMOGFtNbxuE3JsqheQMnXkIJWk5o33Uhrt/yEmieOUhd3Tc6/K/nLp1HDrNFG1+GJ4q1rXVqSNgRWVyCzIBDhnKhmggkSyA5z32o0uNjoONRqOzwJQ7WNM1fKFJo1QdR6HtsGMHnrrW6Q31inotOO5PGYLIqyrcTWgxZCI1Up065PbSguQGqs9ShoN8gMsW+wOiBrw2PlQbdT4FBRWAEKUAHgOPiCdKg3ocxAOChUEoIcgB0EagWn67KiBDYa5B3gjjzUFZgYg3gB0UKy3Csmf6KMbE9U60A4KCb7fkA1TBotWR0EyhSEPra7VMTEUe4LV82A7aXXEYGknsz3kCcTtomJPAJJYS9iy5FUHXBbVoPIiapdJAsldflCgn1F7oVUSViir6oMKpdtdUR4qyr3ysQLQekgVCh+tyfUICDkVEilzPcA8SPOA2RtCGULn2cyp4OcLt8t41wQqS5AO5F74bFFiksEx74fCBVFCVU0USGffYuFKL3KfYWKROWNyP6iHasdKtJrLckgJh6k2oG3KRUf/XKvIhwU36N47oVQdcgwUgzeERIby1ZhW0fPZTl3pASJqSSQe4Ft4riCsFF9Ffvpck4N2sJGInhJlKaFikmUzOVLOwb4VqyvIEA8V2ZtxMJBZV9FhSSosvplYjkbhOvwwt4mQkU5kFgpXmQIKueoWhYfV2WX4UBSVpqI3w0xeZj/xX8vZXSAQPjgBz9IN998M1c5wrX93//93+miiy6iX/3VX6Vf+IVfoHq9TpZl0Zlnnkm/8iu/QmecccaW9EWPO7YaauCucjD6xIWqZKIsK/HMiz6UvWRYwUupvIiIjWS4Z3aVkyQGA0SFTUVVOoHNRFhTYDexE+oMEBso14q/mdIIbKoYZapXq7SvXmVSo14rsYVPkRqKoIhnZggVhRgw98NBByubKDIhYTOJ2UoUiRFJ4mMKDKXU4PfU0YuIkCSRkUtiSDJFHK9YzsYAEZEkL/KIi2Sb+GcS5hIXuYoNc0JSYw6/o+OoOcaecMpYu0nX0xdBZzeOv5q1THy96v3MfI2M9/qqTCNpawlHKzKic2VgW1g275hl3Owdsl9Zc5p0RheWS58rIl4wY51y+1khtBH5kWT0tuW2BfZJV12ZM9Hxpje9iR75yEfmvl8qleihD30oP/7oj/6Irr/++hl2cedjnPKxmPQrOwjA/wT9gE8AF3V+f8iPqapq0pefiS+wspzwv7FhCN4vYLCgyApVxYTfFP/6doVl9lBk4G4vFPGqZCvfGfEdMmAl6TZYMQBYB88S6g6rQE03oFs2evSDYxvUbDapELh0lxWLlsih2q3/Q+6NV1L7J7dS++hJssslOlCuklkoUWGpTqfaDl17rEk/OdKkYsmiEwdrdPczlmn/EpLOidpHTtHaDats0cBddagfSpcIRQwyIDZOdqnXEfaVatGmR1ywj8rFIvmuR81bW9RsOZxlUVyqUuGMW6l8zoU8wWo3utRbP879uOroMl1wsEp3q1RFsKPj0y0djwoIofzxGvnHbyH7HJT6hAUlZMVBd10ch5sbXbrDoQrVy0s8qQPZcBMm4ic7VP/JOp3dWadKsSqOM+7it9aoffIoNVfKrB7YV4R6oMRkA9QVN3cMWrqpQa1bj3O5V6gkOBS0tcETVShRoGRpnr1C+2rIJTGpibBH3JntGdQ6coqqzVNUL5/NqhJxJ79N3fXjrH5ZRwWVpRq/h/MFxMFJB+VtOxSsn6TK/ttF6grcyYcapN04h8u9nn+oRkalzu+B5IDyoL3a5UyTg7ZB9YLFZVA598J3qdPqsqIDFW4MlN2TuRdo1wKps9qgoIFyr7fnyTqUEGgHJcmJhsPlXv3CMtkorwqBj2wHEspvQt0DS4wYFPN+ui1yOl1aR6lU06ZCuca2D5V7gXY4h+zAo6pt8eBX2UicnsPt8JmYlTpnrLBFB4oO9BnlXtsNqh60WHnEFVI8kGE9bgdCx4GTpFyKAklxbB0QZrBeeT1RelVVtZHqCpBPsAVBEWRJ5Qr662EfOj1WSUDNwX3lN0WoLQJisU2QT+grr1N+nj6qy0iFBUr38neZLS8u26DwHcd+sfpE/h7BFuRF1WWQtYEsDfEIupIIAsnHdiJht1LtOAC126UCLFMFkFaKXBHhp56sZsPWHq5oI9z4fC5ARdITAbrIIYGtbN5Qk5hJlt+pAHHxzW9+k4mNQqHAj4c//OFsW3nHO95B3/jGN5hgAAly1VVXMblwzTXXbElf9Lhja2EYKjTYFxYRnkKosqmK4MAQURAJyaBQEJG4KYLfHZnRFa24T4wIAkLkY+BvpcCIkxXJUNBkgCiWE3oKka2hqpuoDI0sdUY5KMNgQmUTzwyqlAu0f6VMtXqR6vUiVatFVl+A/xXlXPtkRpSjESMZ7AyyIkFaxIgK0fc+WYF18GsRAaIUsX2iIk1SKOtHXFWh2iVtJHHVxSDRMIx4iJMOSbIi+3W1vazlspbNDP7cDg/AmBjpvlLLTUNk5MoY5PLW8HWM3mY4uC9ZxMFYfTVylzFzXs9Ulme+NthXIGtCz5q12D7EW6nvWVYYqyJj4udfgtgZEqYaV4T0CRFRo3Lep66ICZhwIKG9K5sjOoYNNtI4ePAgPzQExg3KY0KC5VcCUF1E6golOZWZGZjEqyoK6XO7L51Ud3+TVheVR4D7MGKRMJq4cs6G243p2Wy+Cw1ge7iD3kA2QChCSBGEaFuhIEjcHk+E/eM38wTGMC3OJVjvBHT9rW36/i0n6PJrj/KdZhAO9fMP0Hn7ylSFfL3T5klt46Z1KtQLtG/9JNluh+/iYmKDKiSdhkNez6QjCPhEBsaSGKQ5rR5bFWALsUo21U5tUBmlYkkGfCKUsblOnWaBVls9gjCjAjUIqnR0XFp1A1o61RGT6tY6lxbl3Ituk5z2OplWgVUhXAWljgmcSb7r84QaB7HumOQ1GmR7PXkXH3ewUUa2Qb3KKmdtiMmfzWQMJn4gHjZck7obmKh2qVCWFgBMNHsd3i6sEr1E7oVQK7S48orD9gMoDvBAeCUIAD4eXZeVLKjWYRUR7tiPcEOfuTRur8MZFPFynVCSYHLMFUliE1VlCWEVBFQSVszpBHWFgwogHdHOrogqKJx7EUZtESiJ8wU5EsomwfsLy42sgoJ2IFcUWA2CnBTOhFAlVK2YVQK5FwgRDZmoUue7UnVwBoXM6YirK6Dq4EyTgKgYrw7Ck/KQSSx876BAiar0oMKM2iYaci5IrGILyAOQAOgrK51kvgerK5DJIiu24JDI9/iYy7bc19Dn6inRdxXH1vdFuVd87WE/iTI6REUclKY1uNJLge9Eqr5iX3HOCUVQX13B33tVBcXzyAhFYK7qK1eYQTlY2VdWn1hJZQZnbQQeTy0iQQcrM8T2eKCBO8FsixO/U1y9B9sMUD1FKMFUO540oR2zr/2ytGo/edCGbfIAX6xz3hB3UCdbfqcCConPf/7zdN/73nfgvde85jWJ5ydOnKDTTjuNjh07xv/OGnrcsQWI2VcUecHKTr5/EjddKeWFCOkUhIeAICY4CjAiPYTdRdxCEetQJIdQXai/VSlWpcSIExpQY/D6JYnB4aAk/uXcDElqFKDOQFWT0KZSWOTqJhUDZLdJRdOi5aWSeCyj3GuRigUEfovBLn5ewBez9ZZVYoJU4IQPA4HnSdWFUJH18y4EwdG3m/RLvGarLUaRGPH8DFQpEwdAvZckKxJ/q89C/lz23+t/1NFEcUwiI8/V1H8x9TTPejJqVjhNJsYmZfyjiIyEi2vItnKjL/jmX7YtJG/SrVYWn3Qn1qEsGnnt5fLpSTuGSZn7EIyftTEZBm/kjqPEUPs3qvJJ2qgX2fwHjvegAkT8tsXnQIPHNN5vylA4bY+iY/IQW81zbEHVFQxu8MBd6jguvvjiaVe5p6ECPhNQVUwweVF3SZCZIRUaqh0gLoxyiAF5eOxXFj9pLAWPgkHVpEEQInjNkrYVVnSwhB3eNBFYCsCyAqLjFIgDZF4YBt8N5skgJoKdBm3cciOd+MEPaKPVpvDwzUSn3YaCQ+fSrc0SnVhr0g3HmzzpK5VsutMZdTpzCXYOUYK0d2qDmkeaZJdt6p5cJbvd5IEGl2xFZY5GN7qrD9IB+1C0bC6dCvvIhuuLjAfYWFB61aqICWa3TU5zjTrNZVZ4qCwAoAk7jRvQ/kaP9iG/orEu7uhAtdHrsHIA6DRdWkWuw2EQBzZf1KDMwCSuZplsQak6HSpYNfGZMAHQJq+1wdkigrCQAZ+yVO4Gwi3XRFZCYaVvAcBkECQJCAuQFeGSKNmqPmeQJCBooCBA9ZkimIfYdxBVVPhuPiaWsDvEJs+wg7jNLhNLhXqsJB8HRvaoI9uBsFC5F7xOKDNgL4BdhufqfTuIIDvaXO4VAagoMcvrU9uUJVRRgpdzWSyjf0eQw0EDbsvWldh+cg4FFDNOh7NVQJLEt8lZKFADcBXe/i0RkBx8vJ0ekwBQAUQhnr7HliVM5lkYYOP49L9uyK/ANnH+F0EeSMsHPhNhmZHrhvJAvodzgCuEoB1CRZn8E/YMFQ4KawYTN4qUUZYY2ZY8hKfi+FT6JVvxnfddUfIVl7AYKSPISmF7Qd9whxPf+eizxDkmrSRoFz8+osSsz8GpgngQ5ztvk88j0SfOCWKSRAUYi+BaEB28zXgdQ7mfsLxgMMOhotE+9kvMGmp7ssRidP5wLgt+46CEERtkYgW/c0ySuEzKxIm5eWJSgmUnZ3Tc6173ojvc4Q5jLXvo0CF61KMeNTAG2EroccfsoMgLDkscuGcpFRcGLHPJPA3+bUrcHubIYX4dhATWqJQcIDQsE+Q38jHwdymRnxEnNVQQKP8dykwNVao1tKnAFhSTygbIDREIWq8WqVoTio16vUSVqs2V2bBnIDeUDaUIAkNmYzCZAVIjysWQr7F6I0hmZnD7IElG5BAYplRvxAmMPukxqL7IIi84Mi1FWvDzFFmRSWzEP8IcQiObwBicIk2lyNjSn72Y93qcpYPhfR+mkuBJ7gibSXJduCEw2F1jBBmyKSIkZT8ZJDYydnCABZgRCTXCRiJeT25e3BAZTXyMIj36r48mPtKkh1pGIe8Svz1lhHXVlW0lOq644gp6+tOfTj/84Q+jyba4IyiqfeAupMbo8NE0QCKobABO4kbZVbfNagkGJKPFqrgYWgXh04+VbMV60ZZLmrEqQxAkBu6mWAVyDIODAhEmiuBILA+SogKLAu54gNjA5PzI9RS0Glz21Tp4JlkHzyBj+SyeBB5p9ugrPz5Ja22XHNehiw4V6dyaQRd6t1Lrh/+Xmj/6Af3kKz/iDIvDdz2dDt51lUrlOjneGXTjyQ4duR6BmR0uP/mdfRUOFj3HBFHQ4nDPK29ucAbE/qt+QuUzziDr9Au50gXUHOs3/oAnQU7rXLpp/Ry63f4K1awiB4Le1Hbplq7L5EOhdoLO6qxToVihXtelzqkj1D5xE9/JL5Yv4gDLA8UKH7RjPQR8ekw+1K9bo/03HqXyg01WD0BV4XWafOjXT7To2uNNCu94iKX1mHxhIg7chO3edIyW145RtXi7SB0BwA6Ccq8o23rBoTpP/kQFFBAdPt3adNnqUzlH5DpAqQCAOGiduJmOte9GwaEltoMwQSMn8jd3PDrj1g06zYLIJHmFxf5urB2iE22XzMoSWeXk+61jbQrWT1D9gEV20UwSIU2HVjsudX0RFBu/SMC+EmycItttU6GQbIcg1FVUovFCWq4uRdJCYBWf36kuh87Wi8ILzZYm2Q4BrLC9GLUa2RVBBimAwPI2GlQvWWyVQC5A9H3puLTREwoU2EFgQVHgLBKobJwOVe3lqAIIk0hQ6nShlglopQKLVH+dsAchHBTqpLJdZiJPgcNBHY9aPY/MlVoU9KosFlyxpd2hSsGKLCgY+OO8gwUF7UAWFlIBn1yxpdMm23OpZNcQbSPWC0IG9hUHZA6UGcjaEEn/HPIKaxAHdYLMEaGi+ExUXgsIJM4TsUtS8SL6qjJMkH3CthdYe3DspOIFahdlQeHSs7GMDpBLxNYVT0wCWA1iSduLqGYjiESRm8I2L64ug2BRUZVGKXv4mgE1F6tshKqHM30kESSUMiI3BRkmUHXgexkndOaFvZTRgTyOSfDpT3+a5gE97phRICk3FoOGol3HLRBJXKBikhhr9FUWQoGhLCZBtKzPy4JkDskjH6QGLw/StMLkSMGucluQGwWrLkgOKlDRwN8FKoXViMQoBsjPsKjEYaFQcRhUtlD5xKQyVIs8JjKoahHV6gU6sFykSq1AVdhQivhNDKlkKeLCp4IZ8E2SAqwnkqgAgYHDhWXEXVpBTChSQllJFFkh9kVcq9W/cSIiTjZgwtYnL+RLLAvJIBnSJIa6xKiPMlJoxD6vPDIjM/Mi5zMfQ3u/FSU0xw3MH1ViInc1wYQKjnDc9aYXHLb+nPKoaYtHMGJiyusIR5Aq8W0mLRlJRULG9rN5hUR/EsqJDElBmlAQxMagYmJgvSm7SXyMGPUrw4LCpEeqUkyW1UW9EtdfpFUrInvEmKgajCnzDDmtaI7eKxU5MGkbjRkRHc985jP5js/73vc+TkGff33h3QmQFvyFV58IBnCyignndHB5E1hJ1J3kfiUUQE0A+IILPwHUGSBJECzJKPJFB5MOlF3FRAb5BXzTV7XF3dWTR8hbO0WB61ERd5rxZT/77tRoNun6m47T1759Fa2eWOcJSuPc/dQ5Z4XOPCiyCKCmWL9+g8ugFupFqhw+RYXz1ojKZ3AZ0c7qceptoMJHlY6sHRTZDCBaoNBouXS05/Ggpnm0JdQVsIBgQucE5DRXxX4WKxwO2sNdZNPiiRAmtpjAHe/5dNtTmMB1yS4bPJ9Wqozeximu8oEJFd/ltqyoggxIhw2EfK43qQqyiKuRONFng8oia62DHNIZnxgrdNc7FHSaVKz0K3xEbTsi1yG0yjzhjv+ookJIgCoWfJClfUCdD50mTxyhkkCJ2ThaUTioUEkoKwi3QyUUVM6AraGISW7yxxntMLGGSkIpHaK2DtqJcq/Yz3jwY0eWUEXOgh0jFfhc7CEc1BcqCUxy49tjEsDlcxGhqyrgE8AxxmcLMsuAzUbaQaL+IAzWcfnOHdQV8f4i14G3GcJ61S9Z2leD4DsAW4eReE8Eiwr7Fb5PcYuOCtzkdjLoVYGVIAh5hYUJ9jE+PvHtQSUBS4coo9svZCTKvcK6gr7iuCtFh1CDYN2YMXh9VRYIC2kl4fK/sHBg8pGwdWDujwBhTwzKlUJCWXSkfYXbqTBSWc2JLSisFkuqJCL7irTFYcX9MrFC5QF1hWgXV4LIdspLF7u9pZRkbJeJKTqibXKorRps4Lj195H3m1fA2o5tITkAEaE42fIas4Ued8yY7ODfKVGS3Q+9iMAA4vkZiuhQ8IOeIHBDVKQSeV2WKUu7MzGC65xNJRuEd4lss0Qlo84BoSA6quGSCAQNywR9BoiNKpf5BpFhid9dk6hiG1QpmbRvCbkaBbagrCzZ/F7ZDESJayOgoulKxQZ+kxTZgSprwoaiFBVMajDx0X/gpyYK6QTBEScqFHkhCYvoNUlWpAkNsRK1XKyNmfFe4nl64pX6kDIVGMZsf3zGbTOucCtukcg6P7NYgRHExKDYWb6RHo4p9498PZOACEZsF21GtI8ucRn9iwiKlCKD22TlRUTLpxQGvHx+3wdtKyliI9XYGKm8SG0sdb3lacgUpEduyGrKRhLfl74tNqX8YJXGoNWlv4/Z6o8su4vafqbNZrtZA85T3OY+7GWi48c//jEnoN/uduLutcbmsjkUNhyfypZJ1QIuogFP1lF2lUkL5C/YJfJZR27z38iuwN1gKEHwRRXqDINzCcz2KhkO7rw6fJc0LNWouHIONR2iZi+gH51o0VpHyPpPq5Xo/H0VOlw3Ofjx6FevoBNX3UInbm2SfXqFSheeQaVujW7oFul/blilH37ramodvYHvGrcbl/Bd44eeeTrnDDRvOUVfOSGIhQu/K8I4a2ceJvvOd6a1tkPrP/lRtL+33nAeXXm4To++sMKToNbJjrAdgLC46iQduMMtdMbdQW5U+K6/AtQZVx1t0APP30/nQLWx0aPjCN6QhMX1Jzt071NHqbxyId+dVgQJJPKNm6+iY81L6A6nV1mZAbWBwjVNl866YZUOFkRpUVeqOYDGketo4+Q55BdrZCKQNDXR37ipwQRR7TxBHuBufNR2rUPHWw71QpSJNYRVQQLEjnfyBJWcJuc6xC0oUIMcb/bY+rFSXUr4G6FCad7aJLPXoDrKjsYmh9hflLY9BmXCaUsc1BkHQkURDsoqCYRmxialnaZDJxqCDLIrImsj2keU2l3doLLTohrUHjErhdteZ/IJ7czaUmIiy+Ve0RenRZXCCuezRH1tb7AN51TLJaNYJbucJHSQRdJba1IJg16k4sf3s9MP6oQVKk5AiSySLiszCmVhtVHHCEQQV4mRoZnxXBCEijroC0Izy0IlEVVs6bVZ0QBbEAgvVPiJA2SOyk3hBH+WUMB04pMHkg+kDL6r0vaCgb0o94oyvb1om1E1F6grPFElhnM82ILSt4NwqGjPi9qVoOiQnyVIR7TrIMvGLpBVEBMJiuWQIJBUKDqKolwwW9dEZZqOIpBKIuMFEwkVvOo7HhVAsNmyIoO0aqG/PeSJ8CARpXlF4KioSoPj51LogCQTPnl8TxRBgn9QIYZzg5DtITNpMIDBfuC3BaSestulka5ONWsIC9/4v+e7ZRJ+wQUX0EMe8hB6z3vew8Gf8WwOZHhgLDAv6HHH7EvN7iucy79PwnDWJzpU6GfcVoL3kanjWT0KQpd8cskNOoIgEXQ821VKJkiNElVpPweElsIS1YMqFZGxYZq0VLB5rFIvGFSyQFAYtFwIqWQSHVo2qV6zqVov0HLdpFLJpIqNikuo8uRSqeCxuqJQgFJVkBkYDpkW/pVeAf5tkQQDExnqX8U8xCb28e9pLiER85skFBgJb0hqHfG7yvFtZP14beK3Yha/e2PM6DJVGVntgmHygZRlIE0wpJdPrX8ghyIYYcNQqq/M9+KLxZ7ElovIiYz2ib6HGW2sFOmSWC5DsRE/lSKLjpG9vYTPJU2wJG0xA5aYGPEyLAskTVCk96tf3jV5TNIKimEVYLLeH6sCTF71l8zyt7FmYyg+siwvsv7c3MGKDm1d2T6iAwns//M//6MHHDMGVBZUsvlOCcBqjm6DcxFC2FiKZTJKNQqDSnSnHCVbUVmB79IWlFogIKPXImqtkt9qcDtz+QAV9p3D7bD8j4+36Nb1Lk9wzt5X5gDMs1yX2tffQN/+xlV05Ecn6ETHpdNuKtFpjkPn/dwGmdYhvoPePv4T6py6hde1dusx+snBKgW2zJ9o9yf417UcOvdIk7qn1jigEbkBcbTX1uhk8zCFZoEnOwitVDjS9en89aaw0FCFCYs4EA7aRgkLVBzhmVXSYhF2WjyxS19Me801arkehVZ9QM2Aibyz4fAXAqGQKtyTjyiqmqBMahBy8GMamJBjYg37BFfOiSkzkLXBE3IEQ8Ym6gpuq8PhqVmqOEyq2baQUnTweuFD8h0qmqJiSxxer8efFaskVM6ERNf1ORyUVRKx0quincPnB1ssbFHJJA6eWINIyxiwQUHCqiQT8uP+64HsK9pBXBRXSWCGC3UFMjoQ1po+Pj6Cb6HoUGGk8aaBsGbg4+csiZQyg/sa4G5fv5wrIAJCpZICWRKx91S5V7RDV+LKFeR7iHKv2EeQFXCL99v6LpQUXr/0YHybAZHDmS4QvPTVJ0EsM4NVC3wHERdZYQdhlQRCRzlFXVYeUNtTZVtZut9XdGH/RDaIsLVxBYSESkIcOx4Usae+X1JEBZlCmcGDi1g7pcwQlaD6fvIoNyWUgatoq+wwkfJMKjO4skO/RKxQcyCQNORzTpS7jm2TCUr0RZS+xjHdDlXHXqq6EgeqmEAt9eAHP5j+9V//NSojC5vIDTfcMNe+6HHH7MmOZTrM//rkEdOMchVQXsjiray+ENsIKDACcskh1+wx0eEZXSZJFCnCBEe4TIWwSMthnUqGJcJBCzZbUEBwLBdgSwlpf8Wgeg2Ehs0ER6Vu01IRhEZABcuncrFLth1Qoej1yYySUFSYJUkg4NLGgcn4W46bYr9JaeJhKOmQRThkEBfx6V1iDBH/25jxD0IeGRFOT2Bk2RLyViwm+2kiYjySIiIS4u2lQDnZPjEr5881UcgnvS0rtU4O4Iz3IefzSBEb0TmRUHHEJresUk02NXLLw6oX5D/pMV1OboiRZWuJfQaJ8yx+bBPHLHVMg1SfEyqI+HhoUDGRR0Co5TNVG2YGWaS2FlvfMMVH/vPkvmQejozsEqX8yFJ8qGOXVqhkbX87gP5p68o2Eh1//dd/zV7Z733ve3TXu96Vy8/F8bjHPW6G3ds7QKYC5vqnV0WpV6g4UMUkaKxytQujXCN7+RAZRRF4iTyE9Z5Lp1Dm1DRopWzT4So+zpDCjRNc/SRorrF1xWpvkHH4dmQYRWp0Hfp/P76Vbr35BDmtNlWrRLees0TnXXI6madW6eRP1umajS7d0kV+hU/Wlafogl6T7Pph8lB949StUZ8bt1xLjbNPJ9REwMTZ7cbIAZQzPdWl806ss30gXv0F6KweoZPNc4msJbE/PCsTgEKjc7JDobSdxEkHXhZlPhGoyFkl4QBhgWBUURk0efXAelqwi3CGQIYFZa3Hd45L6Rk+bxM2GqJCIRlgCaAsKQJJMZBj33iMtEEmiVIeYEAW203xfqvLhEUW0YHqMpx5UCgNvucJaxNUOWkgI4StK4XSgNUGFhQoCFBdRlUVUeC7+VCZhOCQBo8PKw98hwoWyo4m34elQ1UVSQc3Qn2AfcTrCaKDlQs9bguCJN1X5GhA7YNxK4eKxtaLO/28TQTrcgnZJGEBGwlyHeIhvWJ7MuCT038tvmqqHnEIJz5kZFBg6B6/wMtQURfnVIog4fdlW7Tj4NT4NiVBoibyOA/idwyYIAnFNvvrExYUdpjgBTOpaFGlohHwyfF98e0xmYNsDzmiTBFIIA9YdRQI8iC+j1yelvuKSUXaSqKW8Xlq0x/c9AkSQcqIUAtFdgiOA79psPaIKjjJ4ypDTFWlF7neiCDxXbGfGRLXrVZz7LWMjjjwvfnMZz5DL3nJSzik9BOf+ATd5z732Za+6HHH7HE4OKi0HPx/BVQx4e+3gVBPqdpi20pAPRAc5JNvwFYpbkAga8MKLSqSTTWjRCWQG0WLyQ1cS/cVDVquWmxBObRi0/KSTQdqCBP3qWT6VCv1qFBoUanskVUQ6gy4alD91iiZZBTkbwkrEA1ZNkX+NqkfBZXfFNVjHbbnU3xB0zcpBoiSMdrkISvMd8CykCYThsgUomWythVTOkRNg8kyKuKT7cRyg6SGKiSTJBjSRIhMu+63SpIh8baJOXnyoCeuBfEJdWISHl14+7aXiIyRTUUJohiBklKHpIkPUYQodkzUelLHbYCMiXV3CCmSRXrEg02FWoOySY8slUqCeEi+FycMhlUryVpXfD/iNpc8AmHy5yMsLvH+y30Qy/RfU6RHmvAQrw32d7vUmTzu08zF9hEdKD/31a9+lf7t3/5t4L29GAq2Wajv0RevPE63P6NOt10p0Yrpk9U6Sevf/gY1bz4u7vofXKFDlRqZ59Z4QnHliRZdt9qmq482WdZ/7qEqnVY7TMvFgHo/+L907Ioraf26Y9Rq9sg+c4lO+40C3VK5DX3n2uP0rc9/h05d821WKpRXDtOJu1xMj73zaXSoXKMfH20xyaGsFUevW6W7X/cDWrrn7cRkSgZJqtDMI1f+iDa696CD5RqHkMbx3Y0uXXjVEc4Cic39Gd3Vo7R6tEVhQZQlRM6GAv5eu2Gd7SCmdT753U6i7caJFh1t9ig8Zz9PhtNwTpyiMmpVZNy1uBmlZL2QyuXK4Hsth+0gpZgtQ6Fz8hauSFIvVRLqAeCWjkd3OrHO+4lMjLiiA+Ggt67fljqwdcQqmUTH4eQ6mb02V5RJQ9hIQjLxuadGUghSpV6LKvXBiSxyUE40HAptWHSSapBVxycHdhBYnWD5iClUUJ0GNpKW49FyscBKnDjQDiqbavE0MlCiNwZUl+Gyv+VyIhhUkTJBu0nFfdIOEgOySKBcIbtMVsq6AlLG2WhR1TQ5GFTZOrhdtykURlxGt0AWdNDxUrHdnqgusx/t+koBrvTSc1gNQuWkdUUFbgY9oXbiME5V0taFjcRnIgi3GGF9io91/a7IE0E7KEHiRAiTMlAMoVpRqZAgLIStA9VgRFuumMQ2JlXpRVZPsXBuCYJEBXyyooMJJJELEqkrEPIJWwzeRzlHnJfSfsJCcwTLIhclVAGfZox0cJkgwbIgA5mUiYWuQmGjqqekK8SAIHHw+8AByOZARgdXT+GsjVj5XaXokAoUpc4R1VrweQVcCleRMtsSRrpHMzrwudTrdfrnf/5nuuyyy9jG8t73vpd+9md/du590eOO4VCToUmUHfc7VJcl6vtycFFOVawlrmTC5ZmLWcnvaXz5srSgoLLJgWJIlQLRGfsMWq6D3DBp3z6iUtmnYrFNpbrHigxr2SSzzOnrZNZLuINAhDBqTmTHCgvyb1h18RuMJFH8kKt6rlmpnemDEp/0xMYJqvOJyfcYk/1NI4uMGLNf6rUshYTat0T2RMYMd2Ddea9n3JaPLx+9L6eJQbr/WfuUTZBEVo2U4mNYXyPiIatNvF2MoIi6lDp+4mmM/MjoQ/SdEtWTE7kckWIlfhpmKCvUYckKmc0iP+L5HIn+RwG4aqXG0KyP9Hriy8UzPgYqt6TyP5h0GFLpJZ0Xkihxm1aybLq07eB3foAnSitVhi0XQ3aux/ztqOLrMqGiQxMjsyM6nv/859Ov/uqv0itf+UoOBdOYDunvzf9cf4onQo+88BCXeUWFi5Pf/zGduuYEl1Ctn7VK+y85QtZZt+OBxo3rHfrvG1bpmhvXqViy6HijTg89bz81nBb95DtX0VX/8UO69senqOEFdPb+Mt3r/t8nupv4vDhjA5UMZBbEqRt/Qg3nEjqtUuOyp2m4x49xTkI8SDKemYFJPGwSWWif6lI1Z+SP7A1YFjBBi2dXcB+bIjTTWkaoaFLR0Wuus0oiMOzMmxao4lJJtVHAZFxMHAfJjA05cbSNwX3BxJrtJ1BJpIgFlQkBYoAvO6lw0DYyITDnzFJf4Bh4oixpGl2uKiLUDgP7CNVCt0PmMsZ9SZLEdzps9wkzlCvIoXC7HhXVgDZGHqjJPOe+xMI2++tFuisUHcm78oDrBiLclUuEpvYDZBSrKwQJkFin77KtgxULmMzH7oIIZYZQdKhKHQqYzEPRgfMmyxIklBnCgpK+SGGCzTmeXAZV2I14e5JA4L7GwjYjEoAH+ap8alqZEvKxw0fMnENcXoljDtWCrBCBN5V9g+0ZOF88ZFBkBIBJEoAlSvHtgbCQoaJYZ7KvIPlkUHEqX4LJA9hBsM3Ydy5+zrIyg+8K9ZUrXCJWlphle5zyrMsPm48PlsFqZaioaiuUGcJ+woUs47vIahAx8M1PwBfbROWG7cBezeiI78cb3/hGuuiii+jZz342XXrppXPvix53zN7GcqclWFbEhER9+/FtRhUTUWlA/Ms/icjLCQ3qBWJaxZdQFleg0pZJlZpJSzWLDu0jKuPvao8KRYfsUkiFfSErM0BsGMs1MvBbVi/jR10QGSA48DfIDsuikNUbRTFI4vGBuFWMYOUEyZF5ANSkX05y1fM4GRD9nUEGZE3SpyFAUiqJxKR81PaiyTjUc6pdBhEhZH1D9mUIKcKvp9YXtUlJDwb6FbN7xN+P1hOb4EYKAaTW9m+/882ieHszpg6RlW8Sg7vY7fzo/I7u+Iv2/b7IEmPxNjzhF+/xIZDhD4KoCbMVF/F9zemX6ktoZqhY4mqSjEyLaDfir2eRJDGFRlwtkrCdgPCIqymy1B4xBUrabhO3pORZVtL2kKzl0+QIq0ZSfY/vc5ij5EiTKOn3+/3K3vaA0iNaWXIf0vYWrl4Ts7VsT2lZ1ZMJiY4dXNZ+qzHxyPHkyZP0ohe9aM8ONrrdLhVzJvWbCSP96gfeR9fd42fpFy86RKcvdcj5zlfp7993Bd0k1RXAiw/X6baHbkPr5XPoHz73I7r2W1fQBgI+A5euqO+jc7zH0qNvf4Cu/ux36dP/cyRqd1WzR+d88T/prHNuT8vFA1HGhsLGzVfR/xzZoPPPOUwbsYBOhRP/71q6zU8fpwO485KB422Xzq0KC0oaR29t0jmpSaFC89hNFBbuE929j+OGtkuXHF/lO/JpogPkypH1u4jSnBm/Q1BJ7ENOSQZuXesyMbNcLA/uh+OxuqJaXBl4DyqJjoOavGW+sx4Hl1A92aEqh3SKO9zxcNBOy+FSqAcyiA4QQWFznUqFg4PbbEMl4VNYLQ0oZbHNsNOgUixoM9pme4PDOglhm7IMqgI+X2SRHLCESiJuQXFbDRHy2RMqCTu93qbD1WVY6ZB6z5XqinBftl0G7WCxEgGf/RKzUOt4aIeKNqm+ohQvSBlbEiSq9CqAoE6QKxyAWioklBkRgeSCtBIkQKJygNMT5AqIoELSogKbDcqZoh1K2qr9hGIBNhtWSaCdrBQQbQ8T/Z4rrCtQdMQrtrAdJGACyUCoaLxCjFRJcMUWme2hPhNU7+E8EVlhKH5c+a6qJwkSvjGq+ilsJGyXke2wTbWPXG2G1SA+rx/tooEIW16EMgOZGVixUi/58eopkgiKFB1McoiMDiYszX5misohwf6xogNqEFat9I8NrEQckkoh2bHQWfSVM0pQxQj5HttEIEya0bFLeI6BEEIQDRdeeCE98YlPnHtf9vK4o1gsTUa0jTngfcovyXEA/ybEgjiZqU2SriGufSBIXWn5q5TIqFX4YdZBUlhkQFVXrwjSol4VqoxikcJKmf9GMHJYKsmbG/P5ksxkmpKpVMhQPWS9r5QD8fcx0c8iYNTzuIojRdxIH2CfPEkTJnFSItWHqLPp19NkSR5Rwn1L7V9cY5+17UwyJEUYpEmpuAokfgzTpI9ql6XmiBQbivjoEyB87VGvp/JAIvuLmlwniIcsZkL1Ybysjyy7S2YWSQ7pkajEkmdviVd3ycn0GGaVSX9r0hVaEnqMlMUlnf+RsMmktpm2twwjFdL5HunXsqrI8FAk42cmofbIIDwGczzmT3bIYdpkbSbcxpe//GV6y1vewqXbb731Vvr4xz9OT3jCE2J9COnVr341/dVf/RWtra3RAx/4QHr3u99Nt7/97Yeu913vehev98iRI3T3u9+d/r//7/9n7z/AZdnKMnH8q9x5h7NPuOdebiLnHHUEhREFEzLoGABRMYHEYUTGAQQVMaHzE9MzICYekJkxDDIIOOAjAoIiDqjwFyQIl5vPOTt1rvo/7/etVb2quqq7q3d371Tfffqe3VW1aq0KXbXWu973/f4/Ni8/VkDHt37rt9J73/te7vCcxvjUpz5F9br4ZCwS6KDOZbrpg2+j//eJc9Rc79GlD/8zfbyzn9jkbz78GbrygP9Hl9ub9LkPf5C2//Uf4nXdyzfTZ27do+4NG5yRIx23//OtdNWlm6mxLgZk6fjc7fsU3u0qGQilYufmXbK6u1RxNzLL7sIPgiUddiZLAmaSWVhHf39bBlO2zbPpiToHIQ9WMSgyZ5v1QH6PvSSyc2D3dzsM/mQFmA7DHEYHB6QAORNGoOVbnMo0w1S00+fUtFkdUgzkMbDOOj+D9oAH1mIKmWI7DMCSELaDOajWEfVQLqOhbPKpvCRStAycZ6RJ5Uw9AAdM3wdIJSDfwAs6Q0oD1gIGx2mzTVmnBrnWeJ1YjnLp1KIxgABwQaVsTZeDdIFnDpX/SVyO5RnwoRBGwzjDIuRtuERGnbqtY8fI05ViA8X7NdAVgAhsqpvhe6H9K7JojswE4ck5KYv7ZyShxbkRtoPwgcZZJLHvhWHkOep7wgxQ+lbmfcmeIbqtqR4GsyeU14aUGx0fH4veuTZAtZLMDOxbJllTx6lfzln3qrig5lKkGbCc9KaOIm7r2P2zAlSB74WC25+ESHscIR796EezKegnPznKoLWKOM39jnvf+97kaA+KBd5/7nc8Uf4wX6KaMQFpmZk9hD2PlIws3hb0NYfBC4AbDGQA1ABLI+WhcqwjPg/GNZjleqQBEmPwH0+GJNgZOUBImoWinqGjfRijIs6elQIqeB8zsEXCnO00MIBBoTYBTXtAYLt48Ij+FeSXBgii0Qie5EiN1ONBvzqnLJMwjk2xP/h9owALBj00/ZPLp9gmGrTTpzF+Baa2U2EpRkY0Vt4ACrLAAU0lSJ+PyJgI0OsN6YqYfas6MlgeUn58W6lznOWRZjSMjispVZmV5ZHFzMiMDJZHFssiy+AzUWfq9T+N1TFe13gb885JfBtRNuBhsjvS/Y1VBXdDi5qhFkQ69vb2GIhA6na8X9Pxcz/3c/Tf/tt/o9/5nd+hG264gdmUT3ziE+mf/umfqFIZnyhGvPWtb6UXvehFnKntkY98JP3yL/8yl8G4+dw5sSk4FkAHctlDr/v+97+f7n//+4+Zgj3vec9bZPtORZgmSpx9JRzQ3s13jG136bNX2GgTA5FLBsih419v2WG2wiWDBaLji1/Ypnvf+kWqn31QZhs+d/sutcPsl/feLfsU7V2mmruVuX4XM/JVL5NRCilM3uQNUrhigItIAxaYzR/sizcHp6E0IxyydGWYRedg0EGyg2Su60kKTAAWWcEsgEp2g3lGPuVNoQP+JDz4y3gwshyEOwIZIEjszzC+zwGAjmH2gJzbCtDBYAAk6hwqFkDGcUKCIqk6xwEAgCAoCxlJeiA76EK6MiAPFORUe3FPcp2WP3YO+DKFIR9jWv4kppsyzYJyMpCPRuABAxmjAX5cDh4W+KkAd2eJRbI9PMiPhnEqUxOY0DILBlfGAAudjSTRrVVthaeEojamKmTZxlBlFeExgDmzoWQd+qWf1gRxR3SYwwRQNoEMkIw2kL6vgAfpGVydySQPdBDpijHrlmiKaqu6BlkZdritqs54PZuRyv6YYm6ZbJDk75QlU5Yps0n0qtTxSceaz7cCgg4rTlvWlVtvvXVip+TMmTNUrY57HC0zyn7H7BH34adsF15/feF9lnEAgCQNjiTADdb8SajsV4ltTNZDngxHvbuiecAPBjQUOCELZZkJWOg28eAQo1T0TdT2piGnbouZGzQx6p0AesjcvpwzBjlSbBWdQUeNVuPXQh6QsSDAg8EnfQj6WON1BiKh1xkjd/GjMtblDMLNgf/YyD8d5v5VuQQwkiNpGQMFMvaT1b40gBHXk9W0HLBjrO6CYEdm+UWAHbxhlAl2HF4sX7ry9V//9fzJ3FcUMUjxEz/xE/TN3/zNvOx3f/d3mVEJU/L/+B//Y2a5X/qlX2J567Oe9Sz+DsDjz/7sz+iNb3wjvfSlL6VjlXUFBmV/+Zd/yR8z8IM+6R0OzCDqWcSDOv5nlf/CnW2izZBu+8StY+v++o59eugdtzOYkRWf/8Tn6OavupFlH+mAMeiDPvQxOvvwETXJjC9+5hLd1h5QxbEZZDDjM7fv00Nu/SJt3nivzLK3wxj0XI2cYPx2uqMnWWGykFE2hlQvLfZxSEVvu80D47R0BdFt98UTIiM6lztk9dtjA3Uut99js82slK2IqLNPPgw+s/aL8+75maai3d0eM1dMw8z4ODrw2gg5tWg6+nt9Cjv7VEHa0RRg0e8OJPUqZB0Zz7Co1+Y6sygofYASLM0YB0GQBhhkDmFJpFkkkchBYERpZ4Ay3Ta59aRfBq/rDSS7igMjyuS6LlgAfW2aibI2HCakvn5XZUCxWWKR2CcnaxH2CUtQnDT7JKQ+S1CS6WV5fX9UZ/rcoSwDSGzEAbPN0QacdlbJQcYyqwwk3S930CBBMVaD0c2sA/bSSzEzIAcB4wUdwNQxCh4zYsqY51yniWWPDgM4kHIKAIAPCfv0WWO+Fww8YIfOeLYW2XcomVVMpgzYQAySRMlyyrAwkQrXTBOr2Cd8jBkv3CE8Y8DqiQRkSweOMf45m0au3HfHDKdkgcmKZbM6TptHx1VXXcVUVg12AFh4xzveQXe5y11iGQmYHas0AD3t/Y55ogQnjnjw8ywHBNGRkI0oECMyJC6J9TlMkLhciimhQJQECGKuH2N/5DA/QkOXwd+NkXUa/ODldkYdKc8OXUZrQdJ+HwiVjt0sE8sqAFiYfh2xJ4cCSNKAh+nrwe+aFOCR9vSY5Odh+HXEwMYEL4+JPh55cpY0+yPF7tCXpqiHR9Z+9L4menJM8O+YJ1OLak7hdLSTMsWYbZgF7JDTDFYHGKyrfafPK13BO3l7ezuxPAgC/hSJz372syw9ecITnhAvW1tbY5YGjMGzgI5er8cyGExI6MBEIvaBMocZhQ3icQLyPv/6r/+6kEZB43P99dczPQYn9sMf/vDE7d/2trfRve51L95ed8rMQMf+5S9/OXfgMBOFE/8v//IvB27npA72NBAkbz0yUEDHvn+pk7ke2SRyiAy0e8tn6XKnT7vQ0Wft+0uXKbCy13Uu30FXOgMKMgYTlzFo3N/JTDmKaMOkkmfHs9uVNnY0I564yFgHyUdelgVmHuQ8CcCuwKAqsz6QEhiNz2FJDPoCHmS1BwPSHCM0DKzzjh/gAQZyYzP5hmlmbjlmdOTcZ1qakXUcirGQKSNgA0u5JmMSFGTcwB/sz5CSPLCDp0hJxg0+lSQixTzgfeIyATxQKQsT5dhTQp3XLJYESzOyWAXS2eK2ZoBLWiqh6zRBJFMKlXnNlHRFgIdx2Ude4FjyLlWC0ZEYyCsZiRnabwMMkrgDp1/AZluSxbKYPbIiY7lKJZtIoauyBbFcZsLza6y9mVXqrCvZ8rJkU3RHJWIm0VELDZYV+azivbcqb47Pfe5z1O/3J26z7Cj7HWWcytAPFDwX2azVHWWjwd9Yhn4Zr3cpYjNXhyI7tR1/kE5df4COK+lR/FH+Wdr0lemQaiJFZ77BR00QqNRbuoM3ysMdr1MgO/u9SF3xNnH2HGMfavejB6lt1Gks130FccxNnKdE3yPej/quX84K3NfG4OOpgkftSnRLjPLm13j/5nbxtnqZXrWgAbPZLTF2aXahkhlesp/XCd+LnP1MimmHY+4/ve00o8/0rtPbF/0+Uxya+WgyBFa0Cn0QH/nIRxiQMD+vec1rCtcPkAOR9sTCd70uHbfffjsDLUXKpD1D5vl84QtfmLrvhdnYYwbo937v9+g//+f/fKD9FNX4fOADH2AXeFzMb/iGb6A3v/nNbKjy0Y9+lO53v/vNrTUqAnbkgRZYPjHXdw47gkKXU5ZmBfwn9vvZ65Cq88s73UzQAHHTP99B99gbl8QgLn/xk/Tlna+kqmPRpdS4e3swpM6dl6maYabJZdt9itxmJnsAAYPGvOBxfA5CMNjHbDVg1/EjgvklZt+zorfXZ/+KrJlleHSIEWWedKWbC66IX0ZyZj1uT2fAx5kpQenLjH7W26MHkKjXExbAmEfHkNkQMHfM9OhQkpes88ceHcyCyPChgO8FtzXVMVC6fMzK41qm12GfwnbIAGxgYMn3u+qAmOdGzRRxatH0MbABJiQv0ilKsiTAWlCP8VRbOaUp1iuvjTEJCtqaniIwWQtcp5iqJtLE8j5HAEm6rVLfOItGJsciw9vDKKfYSgweqHKJrCxs4KFYEhn3T+y1kRUABwzgCQADS2XY22NUziyNcyrSnimABQCSMVBGUagz8CVhguQAwHrmD0BZjpfN2HGbM4iHKF3R/e8i2xeNo6ptPeqsldPa7zhoHI2rV8ZCWCCxvEX1a9SzUnyYwD4w2B76OTq0xyQveEvwZIYUFqaH6Zehp/BN1h4zJ7LW6xlyxcjQ+2F5TI6vhzn1z/0evGeVhEV7hcTSFpRHX8P0GlEgRmISwPDyMLyutK/HSFaittHBDJPIYHhoDw3tyaHetxqkn+bfYXprWEl2R8zsMGUxpqzDaFqCRWHKhWaRoCjGwqxSFjMm+W1k1ZEXEyUxCTZrdnMmSVdm+Z6OMVaHPgZuhGoXrT7QgnkYHQ9/+MPpXe96V2J5UJDNcVjxzGc+s3AZ/JZe8IIXTGV0FgY6YFySFZ///Od5BuSgHY6iGp9f+ZVfoa/7uq+jl7zkJfz91a9+Nb373e+mX/3VX+Wy82qNFhVF5S3IXIBIy0d04OWVo1zhaMPjIydgDGr1s5kioDqwZCHnZz3sCp0/KyayDg7wpID5Ze66Ceko+cWVM+sMloT4OhQmM8kgL4/RoRqTaV4E/wJjljvRHn7/Q2aSdRwyYM3T3mlmRm7krNQD76y2Sn9pwmw+5Bk8kE+BACr1ai5f2nBbx7lX5IGpoV9447YW8JJQ/h/Tfn8Fpti1GenENql7IAt8youcn7Ox03E2CLNdcA9k+GVoScdMMeVezxq0pk9BoqoZGB1FI48hMIlZsqrI8rOZtn3ROKra1qMSZb9jcVGCHCcseLSmmBP8bFbPe/4njAGBKFS9O54AMLbRZRiIGI38YEYrg/DUyJnfJwbAwOBFar3pSWamGuE6zAG6MfI1R516Hzz4Z5rHqI5E+UlghwZFUmBH4rylwI60X9QksGNZYR5f3JYZwI5ZYgoQkesZcoDDngY2HDSKgBvLvnSLCvT5i/qE4JhhWt1qtQ5c/4ULF/jfW265hRmJOvD9QQ/K9nnc2tri+rGNGfiu9zcpwM5cVhQe7V26dCnxAV0FHY33ve999Au/8AsHaozW+Ji6oGkaHyw3t0dg1kRvP01rlBfdbpe1TuZnOWFoHxk0CBl5zxvj4+E9qfPfnYCCMHgyYZDCQEce9b4PA8Ls0F4AeRr6STHpoZPl+h+Xm/BwZ9nCvDPASrYwT0wa30yjehcZNM8S8cx7xjVJuHtnRB54wOf1gDEOkAgz40CCck2lTcdBBuRzXI5JAFFi1wmvDVpqTDOoygQ55mjTmGHwzOVG12hatRlEqpWEybae9ZP3DsGyRbz3lhm4J3Z2dri9V65c4e+7u7sreBee7n7HKvocJchxQkNLOkwJCC/Xbpzyjowlolk9f83G1PvKWpeuM2Z2pNab4LqWiOj9LCOW7QBdtH+WlrvMW+0CTtfKyXfTJCkF23Nan1lRwc8i44YbbmBw4i/+4i/iZXgf/c3f/A37c2WF7/v00Ic+NFEGYzh8zyuzqijM6ECu3az46Z/+aZ6p+MEf/MG5GzNJ45OXzg6diUmaoHm0RghQUn/yJ39y7mMpo4wyyijj+AcboRaYBtLbvu51r6PXvva1iXXIS//KV77ywO+9ZQaAR2Q5Mb8/+MEPTnxftXTlNPQ7yj5HGWWUUUYZYkZakNFRsI7d3V369Kc/HX8HOP+xj32MNjc36dprr2VJyE/91E/R3e9+91h6efHiRZZo6nj84x9PT3nKU+i5z30uf4f8ExKUhz3sYfSIRzyCWY1IY6uZktPiD//wD3n/AE0QX/ziF7lOLU3f399n1mRRBufCPDqgV8VJOSkB51hcNBPN0q7zi43kzexCY2/Z5Fr5M+KTqNFBjo8GosbGUPnrK65N+zm/Fng25P2QHOyTU6IVxxUn9ZfTvguzIt08Yz4vFA5ZxXwlJ7JTpg0M0ik4F8WcyLomfGqi4jPnWd4kRSPdHshY+NwcZNemC7wZc8iT4pjjcuQZ7k5ixix9ImrKgWQxjeZpE1L8zhOmhGxatQsgFM0XprZ91u2J6IUvfCG97GUvO3Z62fe+9710XOIk9TtW0ecwHA7KOElh+nRkyQzNrCxmNhQzdMrZLP8mMx2tWWdWJhazXi6bTHW7lFg6NbLg/uNsuQdr1yJO18qlGlMG6EXbcwyUJgsPVlDPUaZI/O3f/i199Vd/dfxdv3sAVLzpTW9iMAEgxQ/8wA/Q5cuX6Su/8ivpne98Z8Jf6jOf+QxPFOj49m//drrtttvYhBuAPmQuKJMG/Ce9z82Mb/e5z30YfLnxxhv5O5imeE8eGtDxD//wD4lZn3liHo0Plk/afh6tUZGUPNNm+rKM+SaVWa/5PPo/F7h0S4bfhlsNGJDIi3OtCt2Ws+7qszUKaxuZ6yprZ+lM1adLOS+MYK1BV3L0NI3AJWuI9JHFdfaTHomO7+SWdT0nd0Du+g5ZcBuncZq469nkA0zqZHuZIMVpXnMdzimfTdH3XEel4Bwv7HgeZ3LR3hhmBEi36nps5pnOZoHfAqdjzTG0sB2X+rlPQxEjhhkpIAFa6bamgQekhkWdOhtKYo9sbuomTClH5WxyAVqwDja1jv8nAB5aYx4nMoUAIGDj3tT5wd5sT9I5pz0ptIloXoYcMYFHneNuUxiUCxAk5zwl750IkLDRKEC9HHAqyumgMMaYA3Zx2ly0NbU7eLrgGFhZrfxa4v2ZqfVSgAWXSbidjt8kvJ5FuDlgR+oUJE6zWpnlOzILSJKVLSkPCJzH72LRgesdp22ccXsE3h+z6GUPqm1ddDz2sY+l4xInqd8xTxrAeeI0DhxOZOh3uwlu6GxzMfCRn3J2lO51HOBgk01tUjqWStZMl5ex3nyfaJAjTltrgi9metlUOlten5FqNjYyTaXCTW0/6isY/ZE0+MA+byY4Y2wXn5vR+vgVYLbZ3CRuW2q7jIjrNY1I43ak6tPHlrXbKa+lxLYGADHL62wM60q0Yfb3srntLCCHWW9683S9076Pt2V6/bKh0WY6jIBvTHGPjiLxuMc9bqKkHn2yV73qVfzJC2RkSwfYHZrhUTTS7VlUdrfCQIc542C+vP/kT/6EnvzkJyfWw+CrSJgaH02P0RqfvBMH7Q/Wg2ajA6ZgWhNkao10B0NrjX74h3+Ylhl56WcnZWqpInOJFVHLyx5sYZCKgXpWuNUGNXwn15+oeVWdIr+WWbaydo5aFZczZ6Sj5Trk1qrUzwFBKmhrOMxNOznpVsXAKK+cU1GzxBkDT8cBsyUfICHXy6zZcR0ZPOU96S07H1xRTkZZgI7tCRMka/CHQTkPyDPqtEHdcV0KBznlVFszGR822pp9/hzsNy8bkCPz/HkDTjbnylgHEITrzGGJyNXKOOc6nUjejcC/E1lp7joGsjKMNzGYjwfHnIY1zGYK5DGUFGCR1VbsewgQJHX+4vStGWa3ghsoFk26nPl7VeXGTiGAoBxrmYlMEQumVaOvJljE5dQOw3mYOQDYEuDKyIQ2muAzk/lsi1MI2jO/wGJjZKPccWJ0LPO9d9qi7HeUUUZqgK+f9Rq4SIAfBsCRtZ2esNEAh1qfADji+tT6gZ40MQGPFECRBi/ienX7TYDFrNvYZwwcmO/ZFMiROB/JUyR9hTT7RK9Mtc3czyTft6IgR2bds4McycqNP/O2NbcJiwIYRn8g57U8CeTIA1MKgyBLIPtMG/xnDmmWaJx6lBgdpykKAx1///d/n7kcaW1uvfVW/iDm1fBO0/g84xnPoKuvvjrODfz85z+fZ6B+8Rd/kTs8b3nLW5iS81u/9VtxO2bRGs0Tk5gZeSCHuT6rfLPiUmSHVNuoEN2xP7berQS5TIbG+RtoveJRw3U4JezYvq9ep26UTTGvrJ+htYpL3Yxf/rpnk1VrUidjn4gqgAUebGa3i0H/HJBEj0ezwBkwM7IG4wgHjI6cASAAEisnfSwY9kyIyWFmgF0xyKmTU8DmPI0BdOQdP0AHYXRkASQODia/HC523n3muhOwA7R1mFlWXMblmqSvC9gFfIfAJDSF2lg4cQABMlgAgmUotkN6n7hMYK1kgQdgLehyqXPL2S4ArGQdpTI/47ZmoEs8mFdlJQ3tMFMukXnNlHxJWCRpACX/dy2pXSdl7pC/ozHwIDWIV3Vqtgv/nQEEpcf+5jEmVwxzzp8dTwDq+mTVZHncLBmLzMw+01ge8TECtMlgIB16mJ33WbcvGAfVti4qvu/7vo/rbjabM23/Iz/yIzzjA1bEMqPsd5RxKiMBFhhAgP6eWD+BvcHLUgCGAk10itRcgCOuJ/09DVCoMrMAHFl1mACHXhbXmToXcflkmUTfYxYmR1Zfz3jeJ1kVczA58kCOg8YMIMcsAEQeyDEr6DDtcCaxOaayLybsa57vM8URADkQ5s9o5jLLasxpBDqWrd+dpvH5whe+kPBueMxjHsM57JHGDXpodCpgTqZz2SNm0Roty5huUmgwxNzftZtVIqdHZ+93jujTdya2/4ozNXLPbFE1R7py3f2upwsNj66refTx7eSA4f6tCp191IPopv1sycY1d92gs1WXOhmDxrtu1cg5dw3dmVN2qxGQ1b1MwwypzRkf8opsSYftBXwD4uVUceyxlLp+q0r9YUR2BhAQVD3yc0ZQlfUKRV41k5UQ1Hyq+y5F/V5mWatSo15O5hqWDA17FGboRYKGzwBJmHH+/IrLZYf98fPj1T2yKzXqXB6MDVS9wKXAdcga9DIfepZfFVAmY7TuBQ7RsM/ZcsbW1VxOUYxzmwYXAK6greEADJ1kORcSpaDKmYHSL2zXdynA9RgOWIaTODeQtHg+HwPSJ5t1Ol4ggBWAlUE/uU9Ly5eImUbmucU9AW8Yj6/JuGwKwJOuM33uUNYHEKI6bCaQgjpZSsST+ClQxnUFeAJINugn9uuxAb3FmAvSLeO/uJzjcTsh7UG5RFtQHwA0lgSl0rnhvNkCkrEHTsLbA2VAo/Hk/JjHz+VG3jkmEMT1KXCF0/ym6LuQ9QB8YaDDLAcZkaWAOc0+UeX0vgBY8DFmsXo8l48xsrLlaDjG+OecIdHBszLPA2hRz+PDYnQsQtu6qHjrW9/Kg/gHPOABU7eFXhYDe7R52XHa+x3zxNHospeRGwn5hTHQTzAvkvKR2GOD15mD/jAbyFD7S4AZcR0ZYEVC8pECPUxAIy43J6ihqkiCGrpe4/zofcf7SJ6/hETFLJPLwJiyXRrgmAZuZNaVbFKyXnPZ+L6y5CpFWRyzyFVmATimAROTgJQiAEcRqUp2O6wp21NmjHUnjLLaCBT7w9+Zk21LDIEVT+cT/M///M85Q5nJrPzEJz7B3/EenScW5tGxyJik8UE6uXQ87WlP489BtEaHGSb7oxm4nBe8fuHM2HYbN6yRXW3ywHDjxgfSpX/9h8T6G883GQTZqLhEqcx011zbIvfcNbSXMfBFXL/VoKqdva5+vkZWfZ32d7LXQy5jhf3M/n0Lg+acZ4RXbcT+E2nMAsapkMtkGh3aDjUqLstXMvcLVkwOo8Pzxeg1GuR4dHh+pnwHgcFxlAFWaBaJSDszBnmuQz4POjMGeAAPXC9T8uK68BNBY3PYJxgc80B1mOknYoVDCjOOU3ufpAecGJAzU8axeWY9PbB0AZ64LvUHYG2k9gl2hfITSZ8DvkxgDyhwJVEn/CQAVjCjI0pIdHiQi3Mejfth4J6w8VMB14FlU1keFGAEKcDC9AVhfw9hvKQlL1pmgyLps8oMC5QTLU2yPvYvUUwQfkBHyWM0GR1pZg+n7nNyXsiWeJykmDK2Zpcw+yR9Th3xU2FFUAbACGBFlR2rTZ0bLRvJZGKhrZphotfbtgArRmdcH2c6dTJ7vERpvxQVakUMrGhA5xClK8U9OubrFB1E27qoeMhDHkJPetKT+F/XdcnzPLr3ve9NP/ZjP0ZvfOMb6a//+q+p0+nw7+af/umfWJ5xGD4iy4iT0u+YtXtsa3112qSIU5BaFBm/SwvvEUZxjfcJfu+OQxF8RTyXWXtRtcLvCPKyWYqnKsYG6ilGhrks5TmRyczQ25tgxTyght7PGEiQs53+ngAtDLBlkeBGxrkwm5jpwbECgGNeBkeybnOZcbx6WQ6IkRkZ4MQsAMciQI5FsjiOMshxmGH+TGYus1osZmkBZqUZ6Yxq87A2ZwI6vu7rvo5T4j3qUY+aOsPza7/2a9RoNOg5z3kOncSAC+wsBnPTpCvpuMtXfRdddddNetwjH0z3rLQpGt5M7of/jT732Su03Q/pxoZPj3nm42ntqx5Hl8/fn578XT79wycfSTf946fIdl1qbVbpsXc/S3WX6OLDLtB9/urf6J92xIyz4dp09295GEVX34tuvzU5o6zjkddvkL19cyaz4twD7kJh6xxdunVcSoO40AgovHQl02zzLg2fWSJZA/na1jVkDbosD6jaNu0ab4Jrqh5VzrSYPSDGoqOob11D51sVquT4dFS31ijy65ltXW9W2AA06rXH24Plfo06nTCTfdIAE+RKh4YpxodnWVTbrFJ3EDKbgU0w1TAZ4EG14bH/SRa7orpZIau+Rl2sSw26g6rPdVr9zthAH+wJu96iPhuDpgbrfo38qqfYJ8k6cS/4dZ8Bh04fg9F+AnjyfZdqkOH0BmNAiLBP6tTdhTFmOCYzQjlhkSTXVXGdKnVuKxgdibYGNTaItdDWbvLerALsqgojqNtPmXGCCeI6MfsEn0R7qh5Zvi/nLXUcuJbsczPs82DcxB0C9PE9KTcAy0RLnBhYEWYGlxv0E9fEw/Xwwa6QcglWggKs2G8F7BMYoOpyABUwSABohbsGdWrwz3FH8iWAOdzWKMkEgb+LYrxgvyIFshl0YSNbtH84iI9R+2wwC8MRTx7d2WBAASwZXC/gCoopg2NCE7itrjAzpC8aGeCIw+1k9gnLnjRgodrqKomW6fGimCAYmmlGB54h5r3FQAeDT5YASGnAaxVv9xUwOo5K/MEf/AGzNG666Sa+DgA1/vt//+/MRECq1Sc84Qk82wLzzm/7tm9jSceyoux3SGA2q0jnDlDsLPHPP/L+uGOPQYJlKWDSDgVItSKyLfz+YQYNtppNvSGMvh1yKj4FDZeCukf1xpBcLyTXD8lrhuRULLLXXLIqYAC6RK0qke/KB5MXkFwCENHgiOczYMLgiAY1F52OahJ7Qi/T25nLzWWG0XAi0ssSA1ZzPxkjyRywguvKkpTEx5ICC7JAi8TxZAAX6baMATOpdk8CMvR2KUBiZqaG0fRMGco0QKMIqLEo5kZiWQFgYwqDI7f+aaDELOyNWfZzQAZHettJ4EaqOTPJTyaDHTS3H4cJcGg2hZCIDgP4sOao9/ABmoNGelyxqJgJ6MCsxVOf+lTu4HzjN34j61ihNQUF89KlSzyz8/73v5/e8Y53sF7153/+5+mkBma48JnbiFTPZKZWX3ufC3Tvu6xTsxKQFxDZ5+9C1z/6OmqdvZ36u31qXGxQ8/rrya01qRL49KAbtmhANgW1KvmBQ9eeb9C/e+Td6C7OPjXuf1eiWzpU/8wddGUQ0tUbFfKvuYGGQZN64RWqbl6k9p03xXW3rr4HgxV2Z58Hl2mgo35hk4Z+ndrdFE1EBVgkUX88wwmislnJ9bwIGi0eNCLS3qvwBfHqVWYsYBBlhldrMaMDA8csUodbr+T6XsADBQO5yDQn0McJoMP1kzIAXWe1wX0wNjVIHQ/AAwysdzKYDijnei4PrLNmx72qS5Yf5GRrsWKJRboopwpGWzP26fgAAWRwnAYAICMB+2SQATrYnq/qBHgwDnQ4ACSYfTKedQWDec66woPjFAiCwaqSgzCjw/BHwUDdjtknKekOri+ADDXANc8t5Cc8sMa1BNCRlq5A8oMBuWIdmHIZABaxHCTNBGHTTGHnsLQn9ssQYAD3jmafpMsBKBjVZ64HcKDaiuM0j4PBA7AaMsxaVepdYZ8kAS1mu+i2ZjFetPyEjzEFsAFUYAmKozLomIwV8b7J8+hg9oUyQB1n7ozYJ2PlcI1xfrQZqXkOlNcKc2XG/EvwgUEz5DKHNGWRHmicYKAD6Uxf/epXJ5ZBtnH99dfT29/+dmZ7rCrKfofEkN9Viwc6PnrLmmIhgpotgV+nwwCHdLUZt+Tni4Ad3VDcgrCMwU+7R82AqFp3qdnw6ex6RJWGQ816jzy/S27QIW99h6zAJrtik9UKyPIcshoa6HDJqipGCAMdDkV4t/mSfQ4AsKKvcdaumHGSF6nBc4IZwcszwA1ePxngSMQsU62pZ0AMWsxS3yTWhdnuLMAjse9xVkKyPppeNq9dZpOyQA29/0nAUS6wkdHuWYCNRFtGixbC2khsby7TqzLaehCAw9x+yRKV9L6mMiPmlKlkYoS5+5kOcEyre+JPNbWvLJDjMMNUhc1cZlmNOQHhzmpQ9t3f/d30tre9jTW8mPG5cuVK3KEGy+GJT3wifeQjH2GaaxnTIw14PPD6Tbr7hYbII2yX7NYmnbnvjRSsN6m/16bKmTVyzlygyKtwB+PatSoNr9ugRsXjTC3XbdVYQlLzK3TXB96NmoMh3f26W6mz1yP3YpPO3ecBdFNQJcvapvr566i7cweF/S6nld289i7U9G0KL+2x1OSOlH2Fd/YcdQcYGEeZrAwGOnrZnhe1zUomm0MzFjAwxguSZ7uNqDd8cqo1ATpSoEXQWGOgw44A9YyH36xTlAN0IBUuD3INJoMOznTjZEtX3EqDZ+0B6KRRRwAkbq0is+N4TEJOoMaWbqVOtcBhICfL+8PFOXADGgzHgaJKAG8Ph6zOeFvhT2JVqqovlBzIOn6VwRUL7IoUeFC1LZb26MGxCUo4uLcgs3EsZoKkL7dksxE2SBq08ZC2V6bkx15oYAmhw8pshzSjA34ZYEkAABgOk74XOEak7QVAAhDJuC4ASALP4fsmK+uMNnkVRm0aBHDYkBbgCjMIohGwgjq5rSkDXe1BwYNvVS5RnwtQRtrKWI5RJcqBXQHwgNsSGswMbe4JIEiPIBJt1SyJ5HWEtIOBJ7XPZFsBnIicCA8a8/hZDsLSFaGnm8enz6MAHeiYjORLWnojGWRGoIMGkGLJC3ar0vbqsrHhKg9QkllitJ8IAxqoM9exGCa4hwV0nB5GR1Zce+21/H6flI59GVH2O4rHrCAH4pM7ipnFqcZlGT/+WJ6nnhVqdwP1XOvxs2v0mMJvHsnR/Dsj8u0+bfrw2+rRhTWiVtOjZsOi9Q286yPy/SEFjT2yAyKntcvABx7EdgNAh00EwIPTrWOHit0BNie+48jwL4O7BtgxiemSGL1NABR4WcZvtuhIY2pkjcRmbNcs4EWCfZAzIs4CBfLqTDd5EqBBM4AaJqAwJ6ghiyeUMcsZ5acyN1bN3jD2k9uGWYCJggDH+HY5ZbKAgwIsDnN9EYBjnu9Zdc8DcEi7TMAju65VREZXcHqZY4503HDDDXPJUmD6/bznPW8xHh3I745OBz4IdDja7TadOXNmJoZDGZNvzsff8yxtALTATDxmWutnqPGQR1Ht7pco6nXIqtTJuXADhV6VByL33KrT+YZP99iSATgypjQxELWGFNznEXTx7NV0YfcyD0ydjbMU3f8riQY+Pah2FT3izoBuuu/dqbe3R/U60QMuNmgjsCjq7NGN5+vU/XJIN3UGdD5w6X4Xm+TfcB+6vY9BaCRpS9SgCxKJC/e8F7UqNpeN08EaBqib97hAt/WHwoYworJxnjbO18nqt2NWhA78vX6dADvhJfhfiFeHjhYfe0BWb59lKOnwtzapRyntv4qrN6tUcXGs49KVq+s+hUGTuoO9sXXVMxephoFsF7Ki5BPlYtVlucw+ztEgHKUhZWnKBbpqrcpgEKQi6QCAFQY1Gg7GZUFbzYDbGrb3xsyQzoESHNSpjR5oWvLSOkNbTZ9lQWEKgNrwHfLXG9QeRtTuwjh0BKL4jXXaBBXZdyns9ccAH5Sz603a7w3GGDFrVY9BJJbZpECAhmuRXWtQT8ll0imRwbKhQYeGnd6Y5MVv1akXhkoWFCaApxoDew4Ne30adkdAgK2yE9nVGvXBhkHyGXWO2AA38BlAgrTHlCHhdwQZjR0AnINcBn4jwwQIVMV5Dwd8fswXkQPgzRe2C5u1pqQrMJVlpky3nwDKGFuLfVogXVHMDUhl2DNFpybGvSUDEgxEWCqjgDksE6ZMOGLJ2JZK+yyGtHoGFi96AFYAgiLL5XJDXY4lL2DK2LwtG9IC1FLnFHU6vkeRYpHEZqTMdvGY7eLz86EbXyseLGmGDWjqBAq8gFaaQaLBHNQ5GIhcRg+y+Bgx2GHJCyRwh/A2F9Tr1AIdiP/zf/7PodRb9jsWD3Do+JvbIRYVM2b5lUs4hBT1IhlzNYWbvXVC6lKfBjSkoTWkIck7wCGXnMghn1yqWwEFtkOtWxyqOEMKHIvWfYsaFYuazSpttRxqNVw604SSJaTAHlI96JPndSmo7JDjRWS7ETlVSAiJmSCWB7acBZMs6QjjmaDkdzGlE9IXhH7nT7T0mWPwkvYzSvctsnY5Q3YqjqxnS/oxlx77gKcAAQAASURBVH7ujZXJAlGy6opme16NMVCy102Ul8wLWqTbngPUjAMHeXVk7HNGpkaijQdka0wqMysYoQfqi5amLArUyKw3vesDAhszMzcyQIpJwEZ+e8cny1YRRZklxxznoDe96U1zlQPbdGlmpKCTamfUMg4eWzWPjUh5hpanYz2y186Q5VcoGvTkX7/K0goEBsBrgUeemkmtejI4wQyH1doi13Eo3NvgcmCH9JCFpD+kRuDR/W+4QFub6wyYXLNRpXts+nTjmQHt3XmGzl27Tv29Pq17fTrXCujMPTcpDBoskcAAqLZ5Fe3f/kVuQ/PiXam5USUkOcXMrlcZdTzxij+7WaHK1hpLQdJU+OrGBTrT8EUKwrP+o/VnfZeqZ6oM7iAwiDKjUnOpAfrrsDO235brsGErrClMl3y9n7rnkD3sUz8jVW5lPWAmSDeDuVKpBQSSALK1pF+wtZpHfrPGA3kewBngi1epMvtE5DLidWCGxzIbP7OvAeCAGQYZsiCAB7gXet0MlkhQoxpnltkf8+gAeAAQoD+IuL1mYDCPgTywtmHG+UG5yAGjYwQA6AC7go+NZTbJ/XI2Fh6QZ8hl3IDLsnQl1VaAWBggA4sAG8Z82TB4oFIMo5y5Tpgg4nuRllhAtoL7gtkOSGXKWVfU8bFfhjPyyzAOQ0AAAAzCPhnLyKLK9ihi9on5Nha/DM2SEP+KeEYUshZo1i2pc7Q/HLsnaXuxgCUvhvxGSVcAOqCcec4BHqBO/F6FA5miUaMtMXiQZK3EHh0qy8mYXIa3gbTHkBIprw1mgnDSFaFUj1LMqnIsJUqzT8RPRAZWYtSq96ulK3gW8nFq9og5WTVnOtHlmpGePKDjqETZ71hc3Gbfwf8CsAgN62WHPLLVf04kXUQ8JUM7pD71qG91aQjAI+pgKW/HLDkroFrUIi/0qdVuUGDBhNuhS55LlX2L/CsdanlggES0HhA1ai6zPrZaPtUaNWpWhuTaIXlOSBW/T64bkucPGPiwnZDsYCD2HYGS7QHb4IxVTEPjdjLRw8xZz//KMyIxWzgGVGQ8R1Ll1Yajv8zl5t/pXR3UbyQP3J00spkCCOdlsMrd8axARFH2RVb5tMQkb9tUm6ayM8bKm8sLABtpdsUsTI2McrNKSQ7C2sgan88KcMzCnDhyAMcM4MbsAIcY4R8X6cpxj8c+9rFL2/eRzLpyGuNszWc6vaf1qH6NotY5suo9sjA4wiAhaPJAEwHjR9eOqIrZDj3bCmmF7VPY2CKr0iRrM2QZzMCvUodNMok2qx496vpNZh/UPIc2qy7XvWlfoXP3vBed+c7H0fYXb6Url3fJWm8QXXWO2mvnKdwe0tlmQBfvfW/avXIjD4CuunGTHnP3LbI726y9r27V6FrlVfGAM1W6+NCLVLvhrtQZhCzf8Bsb1Nu9xAOlc9ddoHtfvUbUv40Hpa26T3S5w8d2t4sNal1/FVlrW0RfFomLCVbc5WyDtrB9/xJ5DY9ql0a+IvdoeMwE6Q5DHgxjBh8SHUTr4l3pbD0gu7vLM/IYgHfV0wTtbl3bovaQqA0Gil+jYW8/Zp+0ztTIjwbMrkhH6+omeWe2hNHBpJcRMNNYr9KFZkA1pJcdhAlgBsyV6lkASU0Z/BnADNp9bq3CTJBwfydRH9rd2KxSFDRodxeD7tHbhc1PmzUGqaL9XRq0kyyJ5npF2CeDIbWZmTFidFQaVU4VjDq77S6Z5AvUGazXGWzr9LcT0g20dbPuUwCEZHs3Ze5pUbUVUOhXGUACG0QHzjHSBIMNYg32mZlhht/0GUDaDSM+t8OBAWb4LgODkMsM2t2EASr8S/wmQMEKgzlgF8SyDA8eOFLO6vZpaJQDCATPFJQDOLePdMm6HORAvsPsE6T75TqNVyNS9rrVgAFBsE9iVgvStboW1RRohWPUbYVUBjOeKBe5HpcVKc2Q7yFmV/gCkln9/ohdoYxBvZrHzwWUY2PZaCgsCbBWXJsZHQADwczQsg9mrYDRAWYGQD2ARDD8VVRw+LsIgCSZibQUh4kVAHMCqVOy2QiwxXW6nkiJcF5VWmOsFx2/xawVBpB4f+LxwoaoDMpY5MN0Fd4fzCJRAAkDU+KNwuBK2MtkdCwd7DjF0pW/+qu/ot/8zd+kz3zmM/Q//sf/oKuvvpp+7/d+j2mmSJdaxvFjcui4Jfz/MVCB5wbzOmIgkeFXciyPbNAqdLDpcZfCCGy2PvXxbMHf4UDKWDBdrpNjB1SxWwx8uFShem+dvMgnL/KoThXyLJvqYIDZADZ6VIcfl0W0Bp+Ppk/1uk8brTpVqy7VnZA8O5K+jgOJa0iBMyTHCsm2I/JgnApwxA1j81TbiXidhY8l/R6lmpPv/LexXE4kP3ASjxK9Pq2S4e3UF2NZonAMkqTKjoEi49dvoQmmij4bZxzZ5T7iZhiNZlaRyT6Zdf/pbdJF8kGaSWBEHoAxrVxmG2YEMrK3PbgMZWqdB2BsZDRrNXKUOUGNXFVLjkwlOizpyhxlysiOEuhYUrB5YIGXDHwRtMEgygGgiNyA/8UMobA8pMOPEPr66H3KM9Sq0w8fDwxG2BjS9XnghsEKU/odgB0icwHQUY+zZTAVgIILF2ij4tNaf0D+2XPknr+WBg98GAW3btNe7Va6eFOPLt12hYb9Lt3tfJOualU4tSzo5ZX1Bl1X96k9GNLa9etUv7hFNsAKDKI9l6ob5yWTRFDjAfcGMoMM+jwz4tc9HhRjUATAJNhoUuTViKjDfhM6sA8MxjHxbvUHPGiDRwaADrA5ms2ArEqNZRc8qx3UqNfvMgDgN8+wj4lkvoh4QNxVMpytwKHKWpUHjZAeYMCngY6gsUE+BrjIDJJhtum3fJZm8EBVDeB0BJAjYWAZiYmp2YdBu6kqfiJpzwsfhqueE7NIdLpPRAMyiKZPkRNQbyjgkGl+6gUi6RA/keR+MSCHYz4YEmnTVV0OaXuzTEzB6AAzA6wMk9HBTBAfPiTi1WKyCzhNMM6541OvFyYYHWKaarQ1VacTOAwCgH0ibTUYHZ5mdMjslHlNGMRwYWqXxegI+CfE5v7RIMkEgfkp2sLsgZTPBjNB4LWhPDpSLAkwTyDrYGCAzUgF5GBmhmZ0sJJE2CcY7Gs9PMrKQH7kCwJWEIMdWifPnhfGtYq1HclyXJZZFzA/RYWQ7iRlPcyiiM1IDaNbBTxwWyExQSrlhDmo6uAj/S7T3VVbjXIijxmxNthLRDE6dIYYfanYZJTLQqrPiYJ5Oc4PnxftJ8LPPfF4OZRZDsVQKbT9CYj/+T//Jz396U+n7/qu76K///u/p263G8tHfuZnfoZNQMs4pmFZ1B2KufiQn4OjZ7qkp1aMDjuIQVDeNuzytigzGLZpGPYowrtNASQAPWz8Vt0+OQA67IAGVodcu8JMkU7UZJbI7qBCHiQvlk21Pv616FI3JPdyX+w6XEjvLFoH8NHwqF73aK0JPyeLKnbIk0KuBV8QgB545g8Z3MAyDYIAHBFDVQE+GPywRh+xKVLPKTuKwQ85liRAEi+LQRL97DPBDrXMMsrkAR7x93EJTOLpkQV6TOpXzgOSzFomXNB2s4AV8bZ5u8hZMQlQyNgmmzUye/ms9hUBNYrIUKbtu4jHxkHZGhlNK5wxZZmMjSy/jUltyav3sIxJ5/EHORm9juVECXQckWCNuvnCAWDhilkn3/RgeYDNoWde8ULkWQihfNtmnxzb2ZhBFUYHG3MO5aWKARJmwrEdwBXM3nNmD/gYwBPgzAWRjAx65Jy5StgRAAWqVbr2qvP06Ac5dHkf0o8B3e+sT9fWiZrDW2g3qDI4sXZ9ixqdIa1fv0G185tkN9YJUl4YplY3zrIng+tX6MJ6ldYrLkW9kAddSF0KTxC0r3G+Tk5zjSLMvjtd8nyb2SAYLFXWztEGgyKSqQMDUzAjtgcWnQ0cqoLpgBl5NjEVM1CwSILWJlUb8LxQvgXDoZhnKrkLGCX+moAVbICKlHcqAJCs18E6GE/XigBAYlcb1FMDdR6Y6bJVl8EVnuUOwegYlVuDjKZSI+YxACAxvD1wngAeOBhO9pOsjDpmwOsAOsACaCeAFRyvH7giXdkBeJACZepi8grfizR9FewBgA4Y8IsZaZRgOwAgkaw0yX06QYXLsc0KjtOsDwPuqrAAwK4wDW1xjnFtAVgwQIKBtdmeQHwvBlHIUiOzvWAscJ34ncDXwQQBoC0P8BvwaNBPZWtxPQZX0LHW6VPjctr3AuXCpMwGg3THc7it7JdhmLVKffCgcI1sLaocJB1gigDwUcapOkMM2gASjJjsSVkxK1U+L5wCFjOryLoCyUtSugLGEsox+q/9MgBi4BiVBIXLqftSs4lwjAJYACQxMuCoOjXIIICFZleo7C8uhPMpUEYBFgy2MihjACuGR4fOEGMCYQKS6DTRaamMkq4AQGNvj8N6lZ9ORsdP/dRP0W/8xm9wCtm3vOUt8fKv+Iqv4HVlHF82B6I/bMdMDnxCA7BgqNOCdEXYGvhP2B8CiGBbDXIMQ/hdyT2P5XYo707H7vH7aegMyLFcBjr6VoccG4BHjb09XIAeQzA/HAoGHgMfDkHeIsD5LXtD8mwAJRbVHGSndWhjzadaXT71asBZYgJHgxx4jof83gQThBUuljBBcLqwDYAPBkAAfiiWh20AInIO8NhRzz71L+MXChyRjNfqeWR8j4ESg0ESXy8Fkuj9yzK9jwkMEJMAImmtEtvOhIHMAGbMYwQ4LWb2NpjyyMzdTViUcTLnfoswNOZhasxQx6rMQyfWv2BwYyaAY4qBaBH2Rlb9R1UiUjI6Fhcl0LFiVgfr0DPuSIANepI2Biu8iCJQMmNGB7TqAlJgO6aJ63eeqgaDU8urSN38Y0FaONHwc9a2yCILhouWpC7FB/R5Gohcxr1wPQ9WecBRbdEwaPB+4KGBFLT/7sYzLAtB+WvXKrReceiqQYOsDY92rzpD11+1Rdu7+xSdu0DDratp2DhD/q5N156p0mev36DhoEVB4NKDrlmjq5GX7raQs6RA/nHPnR65FZfW73EXcq+6nusOvD2qNn1au/Y+PEBtblbpmrUqNXywUHpUWa/QNTWPM6acO1ujM/fYorC6RsAGmE2xeYEHYs0L19LGuTozWeztNp9kGHpCDXFDzaWNG9apee15um0A1kFEfm2NBh2Rqaxt1emuZxtkKckLBp8Y3OK8Xqx41LjmHNnr52j/JhnggUWCQEaba8/UaKvmk9W5woNqTgurwJWrILPZOEfbfQFXwHDQko761tV0ruazzGbQ3pUZfCUFuRrgyVUis9ntpTw4Ni9Qa73Cni/hrTs07CTX18/VmGWDcoPeSNKBqDV8ZtlAQz3oJTOgnMF5a21S6NWo30+WA+MFRrpsnLq/k5CubADg2oS/TJ12ex2WSmhDW5SDLGkTEozOHstB0p4pbqtJu90hy5+GBjPBh9SIs9LYtNPpJgxQOd1vs8kym/224W1hO+RVGszOgf9H2E56mADMCSD58QLq7A1ZgqLD9Wvk+y7VA5flS1pmo0063apLbq3KsqcOp7sVOQjYLpDKoBzSyw67fYrUfnEt8bsC8ATpSrcjxqm8XwArfsBAkKTQ7bL0iZkghE4/pCtgfXnU6yjpCgASBjoCcn2bDVdRDkwZVkapOjmlcUX8fjp9mOvC/FQAErCncE4BkjD7RF1MbdRKQVWkK33gPUouw2COo1g98JRBth8B0rRxqhNIdiG0X2fQYdNUgDKew3UC1OW2KjNS8Vp1yPLgDaONU1f/Oj+tHh2f+tSn6Ku+6qvGlsMj4/Lly4fSpjIWAHKoPklvsMv/AqwQwMOUDipWh+XHshQdI2AEQAdAQJQHU00AwdAC6wMACUyRAXDvsQSGwQ77Mu8LshYBVMDK8xhYcSkQc2L8HXrk4DMQMASgCKQv7mWbKjf7DIa4YIPgmdzwab0VUBOyy4ZPVc/lji0TCRnoAOCuGHQ8qSSghgZGLL2MfZrQYxKAQhhsApTos42/SYO36Hzx3yPgBKHBEyF2SF3oqOk+2ggUMZghenuDZWKyS+KOnlHe3Ib/TkyUmZc7BbaM3Q96fbKOsc2mgSWrmPye8fE/7RE8FX/JYwlkgg8Z2xZlekzY10wgygzsiKJARq6UY2J62bwyyzMPleXT25npwzuFNYFfvs5MpaV9R9Wj44QQSY8G0PHMZz6T075ldYDKmD/0ZGgi1KxrFIl4lFkdKgcjo++K/p5AzzEAByNBvak03VsDKJh11ci9znQgM7F2LJeBzID3B58QfGfJi4Ai8PjAYAUDGEhehA1ik1VpUOPCNVSxZMDlAahYv0BX/DN0x5f36HJ4B11/rkO9/oA7J2eqvmRMgSSiXqFgs0WNC1323Kic2ZAsHZjZ8WyqVjyqNSs86Ku3ApF0wI9kOJDtMSDuDkeSF6SIhfGni4FtjcLGOneAtlqBDMSGvdjQc92zWe4C81OwSAB8YKbaCarMjoB8oNrwaKOOLCb7FA7EEE1nieEsJs0ae1BotgJnywBoVG+x/4QASd0Ra4CBDpuC9QrLbGKWgzJ69OpN8nHMGOQN9njwp68zZCvwtfCaNWYdMIvETpqfwkcCGWKoB+PUpHeF16hINhIMNo3XA3wdqqqcMFdG5QDqYGBtV+uEM8fAgc7UoY4VWUVM9glahC1qrgysQ8U+wXVBBxcdY/aSAKMDA/LdLjMPhElgsCT8KrNP2ODTqBODbgyOcZgmWMFeItyzhezLo94AoJ2+Lshu4rJnBl++QdJYFqAD6gSgyOwTLaWJM6CofasB+YiVocp5SBMsMhseyCuTTsgv2IvDshQIojvEsgypZVHnQGUjMTOZsHEqngyD0SAETeBUrjgI22HGiwkAQGLDsi2czIH4ZZjPGTCoADrEDIuYmSHTkOzFYVmSAYXTF6vnE1I/KvlcQvakjhPyEzYV5fS7o06/tFUkQZrRER8nzitAFBwvpyaWCplVoiQ8YJGEzCI5pDf5KfXouHDhAn36058eczV///vfTzfeeONK21L2OxYfWnIiTA4AFSajjt2A+P9WBKAj3VU07nG8EDmLkgwILHA/VOp3DTJHFgCQfmxeGtp9BjlG7BGw7Fzp2wD8sAT8AAtEABeHvCjgZR4FAn5ELgUdn5yOQ9U7RAYD/49m3adWK6AWvLHqPlUqLvdTcATocuh3MOZKmN2BR7ACLuQZpgAOBinwvJVtNLghwIZiguhstwrQSIIb2YCIBipMQCQGUfh86nUmoDEOiuhTr5fJv8ZlMRgno2UZ69XeckGTeGHqq7HfYoDIHM/xA6b5LPT4nlRXnpRmCvti0r5zB6hT2BGF65kiPUmXmwfoyGvPrDKUWcCN3NM1A1tj0rXNBpR0mdX2PaKV13iyozDQAX3uE57wBLruuuvoWc96FndAYFBWRnaAWYEwmR1ZrA6tf9db8fYAHIynEwYKgvSNBhFjZthqUKJlB9qjAPt1UgwQDIQ4QwWmkVka43GGlbg+DIbADlEDdJiGoTOCXWAZMr1A+hKFPrMo7C2H/LUzUm9tgw1Rm7VNulvQozPnr6K73e1u1Gm3Key16epKRP6wTfZOndzN87R+d5h+NtmTwb3m7hTWNglkhfWKR9eekewrGMBfvVGjMzWPbAVW1M6txyehcXGTWjdeQwM3YNO0ZsunQb9KvYZHZy806e4XmlRzleeF61LzXJ2CnR5t3m2D1m68SO65a3hGHlFtrUtKUc+j6+BF0gwo6uzyLDaMFSGzweD1/Pk6eRcuUlRFdpnLIlOot6gaXUWtc9fQtZtgnzhk7+9ztguwBsACua7uUeuaJoWVdUkRq1gDQWOdaptXM3MFrBVrf5fTrmIADxbI+cBh9kv9wiZd6oe02xmQg4F/tcFta6xV+BxtVF0a7Lc5JSkAjn4Y0ZbvUPXsBmfz2b5lQMO+zMZj4Bo0z3AaXLAr7N5OYnC86TvMErGbG9QeRLEpKIAKeIlU15q0WXPJ7u3REKlw2bxSjF4hCULmnc4gYhYJsrkANBgO+xQ01mij6bOEKezAjBR6a3mpAEiqbNbJbqxRuzekbm+U6QU+JOjM4n7woiGzJHB8fD84NrXg3dFYo6Hj0/6gwwNkHCfK+bUm1Ws+d3LD9m4MggBYqbP3SYVCt0L7/V1mkfBxOi551RrVqsjaA0nQXpy2lz1lAAI2KwzOweS100faXqRJ9Fieg3KQbmGGcQ9mpDGjg6gaiHwJv7UOAy+jc+t6HoNPPu5ZpDXW7QFLAsder7BMqzPoU1fLpjBbCjmXAq1QLmafKGNQt+qTFcDHxxfgRcmmcF0832HgCQqdHqdLVufcUkwQZH6CN0w4pCEAHfweAFZAO6+YIMzM6Ev2HQas8NxQsiek+2UgCEalKOfArNUhj1P99Dn9Ls5BzJQBgORX2EIIUqJ0Rp+jCXScjC7Ks5/9bHr+859Pb3zjG/nddNNNN9EHP/hBevGLX0wvf/nLV9qWst+xoDD6IWEk4LvMVGqPDpUxChMrDHAoo2IlYTFDyqGM+OwwX0L9TsAOQSYXizzeZUhSHnIXLYvR+xPYQUnn4mbKMoEdFPCrGCC2hex0SIFrK6aIx4wPQCAARrzdgJxdj4KowpIY3/Fpo96ger1CzUaF1hrwDsGzSjLVacNkfq6KvZGwO9TfDCzHoK1eJn0qDWRw/yqWwWhAZLQ9GcuYLZICS0SFrCWNUS5YImd5lH0q9hhJgSba70jvU3f8TFbJ6FyPAJSJy8zbKAWwpPeZXme2IStWkDzrwDHTY31GcGCWfeaWyZPrzLiPeQEMWTZebl52RpEMKHntmZWlkXeeJ3lwCJtDfkmrnrpguLiwR8cx+BEdF6Djj//4j+m2225j5/Xf+Z3foVe84hXcAcFsyzd/8zeXue1nlLGkwY60PpL7GrzCpIxOrwegxohomWqDwRzRL3B+WcbUfhn0ysZifgoWCToAePlqYES3VzoHzLMXWY1fEz09QBOks3Ur4gUCXxDf5YwnTjOgwDlDFxoerQU2uZsW7a5X6fKXGrTbvJX2I4d9PYaupCMFHX6rKQaYGNgimwhmZzD7i0B2jWG7yz4HGFBbGOCqw4HR6l5VvBW2mgFtQEICWQ6zMizyG8hsYVF1s8b+HGwoqqn6yBIBh/jApc2az2BF1BETU3gjQCpTAeUeAECtyQNVzKqz3wBMXWFgCtd4T3xHYLaJ2XkGLGCk2fTZ2wMyiX7XZIJUya/XY3kFjF7BItED6jWwaFo+eY06D+7BBuFZcS8gC14mkHTUPB5wDro9nlFjxoFjMXgA9gmuiwwa5Tw5biDgAQbPivGCWwJ/or2cxQQeJTB5ReYPPRiH7CCoKbkDmCD7fJx8/pD2FYAHJB0Vn81huc6BZgbIoLrBkhebqNflDCg6owh7e1RwTFUGTHBfc3YQR4EHPuQO4n0CSQfXqcrBxBRyB9TJBrGQHrDfBdgcjmQjCeHPMeB7TA+qUQ6eILiz2KMD+1VGm7oczPAixZIQZoXUi3Jcp7om8hsR8IDLoVON3+dgNGuq09lafsCMBZPRITISyZwC8IfbqlkS2mdDsSQGw97ITwQzkrYwrXDNzfSy3KFnnw2X2xoazIwR+0SOESwS0xxWSF9SNrJtGgAcjdknDteJ54MwclLlFCtDM0hMrxXepzJVTpu8ChPEMkxMS0bHKuOlL30pPz8e//jH0/7+PrMpgiCgl7zkJfT93//9K21L2e9YfIyo2Mn7lVkZPJuhZSkCZEzufygOXwYYwiCHPLUUeCIsDmFvjLZPAynp5SYgon1DII0xwQ9MxLgWJmdEHgMQBDKYSzsBuTuKBRIF1KxVqVWvMfDRqFcYUBYgeAR+cLpsBXjovhJ6BSJnGUmNxb/I8CPSTA8DBJH1UYItolOHa0aIBko0CIJw2FBV9dNi1oiTAEL02TeZI3K+okxARJbpbSYDI8kyRcGRpMAq6/LmsULS9S0rJtWvo4gp5CKBi3j91DpnBzNm3X5mQGNJoEZeO7PasUhgY3yZXr76vsfJmC45xh4dZ8+epRe96EX8+ehHP0q//du/ze7sjUaDvvu7v5t+5Ed+hO5+97svvrUnLMzOgylB4cGXyr6SCE37niNFezKjmXxhc0HdABaHinxlVMiN306WBjs4rYK8WLW+Nc4Io71EsB/XVwMbmIJZBNxgvYpZFwzAVJYZnl2u0ebFa2itXqXo2ruwB0B74xq6Yjfp5t0erV/u88w62orBLTwkWC6DEbONGfi6DDoDj4L1JjnNjdgjolX1aQ9eFMOQzrUq1PJdyRCD43FdCpoBeRWPgo2WmJ/6NRoMoLW1OAMJMB8Ye8L8tI5pdZWK1ak4VKt5PPiHbAZAR99C6kzM4tuc+jTEwLjqUSNwmPkBs01cBJbrsK+FpE7lFKj7MsC3/YD9PSBbaVY9HjjqQTXS7wFwqMA0tRFwthZtmKl9GTA4ZvAAppmOzVIQSAgAVmD/7F1RExZAf6iN5xxyK1WW6oAFgEGuhZS0BkOiGpufYkZeiQcVAOAGVT5XGiAZqvSxuM6YjIfnClg6YkQqchkNAEC2gsw/7CXR76qZfJlVQ70OgI5KlQa7SBFrgEEezE+FjsygzECxB3B+lQcFWADAKRgAiFPLVhikQlkAHaFh8srAH8xNA4+BMhOwEANTgA4C6AjoMDLpFOYBgA4/NrPVLBK+JgAPGLQS89OYRYLrAm8KL4jBldi8TYEOKMsePZAhGUwusDZQJ84YAJ1YfsLn1iYP7BTcA314eygzUtUhR3YYAA8oO1TZXOBjAxAJP984A4phnKqNWlFuiJTVIcCwZFsF6BBQJk7ny2AOdopnCbK8yDHGLBIl7WHVTCjeJtqjg59PCqDiywiw4xDYEqfVowPP/P/yX/4LAxuQsOzu7tJ97nMfTjeL9LI333zzSttT9jsWHfnpJzTYEWFgjecPuvtxH0IzL9LG3FlAhTA+ODG2EEWUx4cAHpIwO650poiBEn70AOgA4OEx8CEyFy/hAwKWBzM/wPiwPZbAXOrYFHSq5NwOPw+Hak6FWvW6AB+NCkteAHpo8EOzM9gXjU1NFbigWB84NbyM/1bPWQWIcDtjIEQZpCqQQTLDGJ4g/FTWwAb85LWh6giYABDCV0GVlXOSlM/ItjlgiN6RujIa5ND7kX+jXFBE77soY0QM8dPAiFUM/KD5Il9Oszg0ZRmARdFtigMcq2FojNbN3ra8tsws3ykIamQ2kv05Vh/MIilY8Qkhkh49M9Ivf/nL9O53v5s/oCA/6UlPoo9//OPcGfq5n/s5euELX0inJtJPuYwn6yQZi/mz0/4a4wY+yQWcinaGu9tki4wYHege8PTqqO0asFB/C2ghL3aevVaGqVoewzMeLF51ePBsSm04Na7jx9ld0AY2XFUSGhhX8gyuX6cQnRNIZthExKFq4ywFlTWq9iOqnrsLXd5t0x1XtinqdcgedKjqDIjAgvCqFFy8mvyNdbKCKjnrW2RtXOABIzT/V2+KXwXihjM1utgKyOrv8HcYRzbvIjKbtRuvZtkK5DfhNlLh2tRYr/CAFNILNj/1MGjs8Qw8gAbIRwBytK4/T1HzDO0PQgFuMAtfF8Dh7Nk6nanCUK1NUa/NNHyUgdxn7doWm5j2bI/2+22e9YYxp2WdpdZmlW7YqlPViSja22ZGBwbnSF/TvKpBjau3WO4DKQhMKMGqAIME8pWrz9TobMOnmmfRvpIsgEEC4GANPiQb5yisNGm/e5sAC17AspXa+jqdg4s9UKjuHstaMLhdBxum6lFtq0pRpcUSFGaucLrZOmekqSEFIAxud/Zp0O7wvcFZWgBOna1R9ew6bQ9EZoP9Op7PmVqQBefcWoWqnkWD/Q4NukPx2CCLNnybqltrRJUm7d0xoIGW91Sq5NVatNXw2VjW6u3FfiJVHCNAnvWArPo6A2R7SoKDwTKMSIOaR5vwW+nuEbHMRjp0VbBtwBZaa1B3GLFcBgABzxJ6PgVVlzZqnmL27NGg0xcwB/ITyJWaNbLqLWq3h9Rhg1jJ3AM5EphEDLINOiwj0dlTcE1QpwU/miFxnfqnyOangUNrVZ/svsi9AJKwuScYOgDC6hVuK44zltkAWAkcaiDzjmdTyJIXAZ9wPeFDAskL2DlcFhITBZax+akqZw26NEgZp8JwlVk9IeqUNLmjNMEiXYE8J+qIZErAJwFlkMmJM/b0gWeIApXNSAGiaRNTgDlqv5phI4arFeorRhBfS1pxiJFJge2PN9CBNLKvfOUr+b2uGRzf8i3fwsDCU57yFH7XH+a7/bT3O+Y2Ih2bOAln2r/23RAGiDA38tgXk5gjwjUdsTPyZ10NuW6ijSaw4iQlLuwhkgY/5F9ZNg6E4F+9zA0rZO3Y5O6IIapr+dSsNqlRq9N6rUX1WpUC1yMfEhn2VlLZsNjTSAAN8T+T86dBD80KGcleFAgSAx26zMg4VbNByJDI8PYZEhkrAxzRDBHtK2JKWkx/ETlvBqtDlZPlGYCJatMk0ERvnzBSHZtoy5HDpIaU8f7NyAFBJk34TWOGzMLqOGgUTRU6Kjf7tjMNjGf0xShq/FkkZWuRchMZMqn2TQQvpEBOu7KZHIhhhOeU3JkrNSMts64cLtDR7/fpT//0T7nT8653vYse8IAH0Ate8AL6zu/8Tmq1WrzNH/3RH9H3fu/3nvgOx8SQadKZNlW2BAuJrBRhiZeMZnLgD2Rp0J0QniUxdyTMDP5TMUwwcBFmx2hfkjNeuOdsmqqOm41NFYrDZqd4WSLji+4UoA2YTQZrBCCJqkvS4fpcFi+6imPTZqPGjA9XASTnaw51b/8StW8LaLt7mXavXKHQC8hurrMpKALME6TR5Y4D5CK+SwF6H5yyBo5kAQVr4v0BuQtkK0M2Xo0ocG1mVCC2GmJ+yuyBKGRvDxdyi3WUh+Slzu3HeBDHCYkDWCCQrWBADYYEG5EOBwx0gOHggc2xVie3UefMKT34HGCgibIVokrVZfmJPegyuMIDXKTODSOWrYDFgkF1TzEZIB2JKlVyg0AGuMoYFEwQ+IJgQA3jVb/pk11vsSwolleAOcGsDFeyZmCg2lPyEwVYIPWv34LMpkK9rmTT4Nl4dPwqLlWQFlixKzBQ1RIJDFZF8lJlk9dRnV7MPoF3BWewQWrZUAbGAiCM0tlyppZYLiOsl6rKYmLBD0OBGTjVAB7A0gFgJ3IZg+nA5qeSHURSDA+Y/aPvZ86cUg1oP4yoq2QkYtApjA6kltUDct0etJczp1Qkq4j4T8hH1wmJEzwoxLtCwAzJRgIJijWS2WhmBrMcNIsEZiJg5ohsSv+ecS+BmQGGAzLOQGaj5SfwidFyGRpInbqjzXIZSH48SMMM8JSZE2IMKuyTbmIgxL8jVQ73urBPKMEiQTkGPlUq5YTMBgAqvFm6RupdVc5VqXdFuqLAEzZNBSNGDIuxO84edRjyFU6DFZ2aqRX4b4C1AWnIBz7wAXra057Gvhgf+tCH6Bd/8Rf5OwCGVUbZ71h8aG4oBuYJnmg8+8KdBPkVx/0Z+V6s04/ns9wvLCNMMznS7Yr3PZwgsRHwVjNDhmq/splOdQs5iwI6DI+RGOgwvEL6VlvMT9U6yEP29u4kZ28khal6VVqrrVOzXqNWtUlV+IlxthgnF/xgYMNOgh8iBZamuilGCAMZxjLZnwGSaBAC+4j7YEl5DB8jaoxBECsTBJHtFgOE6GUmEBIvk43i/Ztl9H5Hf49LZhLrzNs0AwJLgyWjfeU8k3NYJcmydKA48CtrDpBkFn+HRQMZUu985RYlNZllHJV3bsKcfR3KtEXBLocqUsaigI6rrrqKO7Hf8R3fQR/+8IfpQQ960Ng2X/3VX03r6+tFd33ywmRKTGF2aBbHrKEfvlk/9rEXRKoOYXIoijV/zLeHAhxityktXZGXp/lzipknACtiercjHh3KODWegcCMcGyapYAWhOuz5h9GqNIjUGl01QAUhpwsBVAvfZa8wKyytUbNikcXzmxw3Zid3u5FtBu61NkbUNDfp4tNDDx9BjrOYjYeo/huxJ4ITmuD6tf0uVfBbI76Jg09gCltBkjAqMDgHdlWNmoAD6RtGNBWzqwxI6Sy2aTKxYsUVlrU7YU8YNuse3TFJpbKXL9V4zotmIL2uuTWfM7uUtuqU+Oas+RsXeSZeAAdnH2kBnDFo7ts1ul8I2DWAc/IhyEF8OWoe2y46p89S1Ftnfa3hzz4g1TGcetUrfuczhZGpEhLy9labJvW4WexHjAbxF7fot2hxeaVuCbI0oKyMDFFGlw/7FO0L6wXyF+qrkX183U2MR26Vdrt7cu1x+x/pcGsjKvWq8Ie2L1Cg3aPB62QySDjClgZzvo52ukMaB8siWHEfiAAV5AFZxPZZTybeh3xEwErg31B1irc1iho0H7vkrBI2CukRUG9IiwTyD74OOWeBJujUZdzjHJsgNpRUhqAMvUGVWoenYFXS+8KDfY6cpyKooxz5K+36M5BqBgdYiiK+xLXBiwSsHEGHbAdhPGC3wBYMMFag8KgRrt9lAslcw/YJ9UaS584W0u/zWl7mUljkZSDya1X5VS2wj7BOofLAXxqVT2y+m1mn4AJgl8jwD/cC16zTrvDiPZwDynmBbxadDkAe2xG2hVmDwAlBl2ada4T9x1AJAA6rlthwAxAENqKzDtgrWgZCVgX8LRBOWF0iORF6hTACzIkG4aqvQ6F/Si+hwAg2dUGZ96BcSrkMvqagAkCLx02MUW2H+x3CEaWJfKcqs8AmzYxjanR+nEFMGrZwMIp8+h429veRr/7u79L3/RN30Sf+MQnGFRABp5/+Id/yATSVxFlv+OAMeG6pcSwymsjg9WRADv0tvmhAQoBGEZsjPyfq7lNCtxg+YwumJLZAOzQQ1wLmWK00emI9THy9xCvkNHf4+tzAZG+TTe1PbLugEwPzA+Xmo0mtepr1Kg3GPzwXZ+hDzcE/OGo1LjSPgZCGHTQoIgAz+KrYSU8QbQxfczwMI1QFecGgIiAEgKc6O11ADiJs71ooCMDHDGBDV1ey2PSAIlepq98EZCE/80ASszlep1aOFqWXjcqaGyTYjynv1uzszlmATdWwQRZBktkVvClcIaS9DYzMs9mlpEUZGNMjWj6/oZgc6iEDqsMYXQUu74l0LFAoON1r3sdz+hUKpXcbdDZ+OxnP0unKtiZPCwMeIz5cMxSlXFTT6TsGX/HLA5uT3ZnPAY34h1YU5knpmlqvCp9nFomo//GC9D0BmEvENWJ0pKZ+AWOAa4GaEYvYgZXwP4AgyMKyXN82vSrtOHVqBV6tN3p09lL27S3u0+d9h65g46kFMV+XbAMJKMHQBWkxgWLhNkRNnHWCTAqQMUH6IGBMKi7GPA6vs+z/phNh8wB2T0wgBtGA0mFG7gMPoDN0arAn4F4Jh8dNzBB/PqAy/mtOlm1ZmyYyb4KoPiTRWsalAHooLw0MFjU5qtgn0AmhHIIB4aV6F6BleGNBo36BkEKXrA5dJYO1KnvHTaRhGFqAP8Jm6xhh30dcM4dDFJrLg9wvXqV/TkwOJZrY0vWlYrL8iAbJq99DFSF0YHBMkALyCsgK+opPxHTZwPnCr4rAAw6GHADBMFgHCwSZHEJkOHDH2dleGDnqBTDqDMUDxdmczArQ2X46CLVq2ovmDiQFbGJ6cjkVZ8HloOACRII+4QlHYpdgewgLK8A+4V9U8RrQ5fT5qdkezQYjuQnko3EIV+1lY1w1bHwbJ9KvYu2opnxcWpmBvuJOETDNrNP4t8yyjOjQ1grbGKqGCS8b2afqPSyigkiLCphSaBcpBgvqJdf4srEFGUdXc6Qp0CyBXYFlwu1yeuovXbMBAGrZ5QKV6eWBcMmZG8PaFcU4wXmsMpPhEHTSDLAJBgd/AMSE1MGSFQK21XGafPo+OIXv0gPfehD+e/73e9+LF8BS+KwQA5E2e9YRmgpyrxM1dkAj/EYTq4iA+QYxWhiRiQ1uCeHqh8lfkZYpDPJMHsEaas16JGSzsh6ve80ADKeIUaDH0iVjn87l6/Qndu3MRgCTxDcn41ag9YaG1Sv16gRNHmdEyEvDMxQHbIiiyUwDHgo4IPTlIcawOBalReIIR1Wf8dSmHCcDcLrDXDCNEuV9mtZjJUCQKwUADISMMX+ILwsCYhoPxL5W8llonwQhEsoFoUJWidYHXH/ZFziMhkQGfUTzYi3yyBv2DkDWMBqeTFqq3UkgJCDAB6jfcy43Qzv3kID9Gh+VsrUt+yc7A7zGFVCaFp1iFRmjkJlLAbogPlXGYsLDXaYD/pZbvBJapc0wMHL9EuF4UnVcZ/UIc8BZfT+TL8QDdboTgS+m8fAvh6pF9uorBq2pJgk+oVtpsTVTuhCR1FZYVhuooAPeITAVDHCzLVLZzfXaQv+HRZRCyleYVx562epfYdHu7ZFbWSOQEpdL+DBJgZTMGLEQBgpTzGwheRFp8yEYSMGwm6ty2wIACVWtSndNpR1xFwTnZb1umRq4R8Y6mF/iYAHujAhhYGpXa3HmSQwMA2HQuVfq7psYoo6WV4EMALth4SmWefZcWRrifR+MRjEPiou18mGp31lnAoDUpiMwlyNzU99yZzCnTxIbWzxdMA2elZdDaox0NRlAVh0DKAD5YiqKnOKSxbLVsSEklP3hUNOgQrzU6ta53Ix0AGwIvAZRIIUCbTiOI0pZ5cRFgDAqKHjiYmpBh28Cnm+XCMNdOgA0AEAgM+z41MvHIyYDmx+6jB7ACAJwBydOQXXC8AMACzbr1B/oAASZl6ISSdkK7pO9tkIQyU/sdjEFGAOQID+oD+ihEOiAxkJrgEDHYb8hE1tXbLhvcIAwAiUkWtqk4cPwAND8iImdzA/lcwp2jRVgxV8DpHVB/cM5GYoa0heWEYCUAb3PaQrGghSpqAoy7OMAGWMaR+AHKgTvy8AeRpkY+kTrqHy74llNvpaI4MLG64KkGgCJABH2JuGzw9wDgGQpK0yAABAxXUqg1fl5bvaOGWMjuFwSL7vx99d12XDz8OMst9xgJgIUGWBHVNYG2Oy3MmASZLZkR+Zcpgpv6UR2CHtYKFGPLFEY74ikkKXhZ16B4l2md4ho+Um20PAj0Gc7nZkhApPkM6+R1f2b6db7vwyy198p0rNekOYH1WkNm+Q53jUjSB6sYXxoRgpLvygUFuYlMAIA0QAAjEyVT4feH4aDAuT9REDHcZyE/wQsscsAIhsZwIg6tQmfEL0MtMrJAlmGHIZPucqs098hpPGqtKm0X2byQzRqssUIDIcY3OIDDoRBlhhF5K65He804ySaZKTPJnNImIRg/OijIKDyEbG615NfbNkgTkUtWzp0XF0zEjLKMDqQJjrzJdrRurZRLH4gT5awX4ZOdUkXhApgEP+NjruWajKDN4iZh3xLjTAobVtesbXmAEY+YOoWR2WuBj18VtSvvOAzlhlUiG5LtPbQ4EcADw81IvBleF4DglGAJnG+QtkbW6IMWRnn3a7fdqJfNrtE3V2OyxN2KrCzFN8OSQrCACAPhsxQvKCQRs+dnOTrLUtNpLEwxDgiGMho0lEVzUDOlcL2DwV7AF0ioKNJoMNtavOkrt1FZufgj2AASUYIF34RwQuXWhUaA0D2f0Od9QAcNTO1oVFcvYsSzr6foMG0WV2hIccA4PJqzZrLD+Buae1LbIMMCPqWzWqn29Q/cKmGIr2NFjhsMlmvRXQNRtVNhS1dvfZbBOgAPw1GufrVDu/yeanMFxtAxzAgBgAkE90br1CZ1lms0/D9g6DAAApGqFDta0aVbbOUFRt0f6VYQx0QJaB7DFIFczH2d3lcghO29sKuCw8V9r9iGUd3F5HpAzVpk+bOOZBm8K9HWGCsBGsQ9WNKqcZ7lku7fa6tM8+JS45fo2z4EBStAmDyzt3adDu8v0IHxJIbSBFslubtNsf0F53KFl0AMpUG+zVsl7x+D7abXdZLgOJDbxPYCgK0AvGuvs9SGlCHsTDSwTXpqUAnaizG/uJcIaYhk+V9QaFfp26uxHtd7VxqhiKQjbFJqaQvLTV9dSZZQCWNdYIu2t3YfIqfiIAgtaqHtXBRHJsTr08ZJmNzA6yZ0q9KdKVPsADkaAwgKQAL0he7N1uLCOBVwvuI87Y41X5/sZ9oFkknF4Y9eF3guw53U6c8hdgDsrit4PfCUxMR2mNHQbKOK0xBiUwh+0LqMVAD9Ikc50VqH44c4+NacxVxykDOgBEfc/3fA8zORCdTod+6Id+iOp18TTS8b/+1/86pBaWsdjIAzsmgAqZYEd+WS5S6HeRty1Yn7ofk9h57Ckiw2+TWaV8w+LvI3acFJ3e3xmBHvlyGM38MI1QAYJc7thk3TkyQa1V69SsN+XTaFE1qPJzFNlgGPwgjyyAHUr6woCHEsCwv4chf9Egh5bAMEBigCFx9ioT9BBLphgkMSUtAiQr1q0pbTFAi1gWYwAC6f1QhjxGLxvJXgwpSxowSUldTE8RvR+9rSxPfje3yZNym/s165oEeKT73IU9QbJ2UiCK/eJmj4W+sQqOuGcFP0a7X5ykYyprROFpkxg+ywg8zgpnXSlYx/XXX0+f//znx5Yje9nrX//6seVvetOb2KvLDPQR0D846lECHYcVKTlLlm+HDr0oyZKYRptT/+pCRUEOA3CY+ZCm/NLSbWY2B3eYzLeNPdVIVSiIMksTp8PldLyQvWiqpxhbyirliM6z3pghHjBI4tRcajUgvWjyYPPqQUg3XdqlS9t7tL27Q712mw02uRMBFgwADr9CNtoNoKNao5CZIHLgmH1HdhQM1Bo+ZCQyM84BRkEVLIyIJStgOYRuQMMeBqhInSsMEkgVtJwD8gE+B64M8MFUsCuSkhZr2EiTU+G6zAiBESmzB/g6g4EiZo4iXanJQBUym9jYU5gZDUhlMNjUdaosHMjsgYExZ+lQ6WzBBmH5EYwnHaJGAK8MyCt242NlA0kltwHTgRxhHkjKVeW9APDGV4aiRjpSGeCCRQKWTUXMNtU6LgsfCU+3tT9K+cssEI+PFecJ4+weMzMkXXDkCqMD51ans2UPE85iIvXi+lhBRdgn2kcC180TiU3MPulDYhEKeMDnSY5T2CcjxgK8K9hQVDE6RGYjtwPKIk2x7Ytxai/sJ6U9AKEAtgEggSGtYryw0SuzSDz2mhGmDIYgAjoA1OFyYKjYOD2DVDpbh01TcT8OTGNQJSMBE8pJyUjiezBAWz34mzL7JGZmgOjkIVMBqFt94tQqKlgKg0w1kPVEYAQp2QraAnmUi3TTknpXZDbqWuP+wvn2BLwUFtIhzVkAlNXA7EzbH2+g45nPfGbiO1K3lnHS46AylgPua6z8DKFNU/XfqfpNs9VM8NGU4ExhtyZBEgE21FN+BHgoY1TeYyT9Ejt0EwAIntG93T3a2btTsr5YLrmuT60GQI81atYAgqyJjBBsD8uPmR/MGols8iB4iYQBosEF/lsbnao+Tyxb4TS0Il2UjC14j5m+F0aWl2gctNDsWpORO5jIClHf9b6MupLskPjqxEajMeARjYxUzcsbAxuGjEbWJWUrsj9VVk8UmgaoidsonqmLjyNvIJzudueBI2PlzC9j5JLZ32t5dynf8SuSyhQFJpYNViyD1TEqe3je4suu9iMf+QizN3XAj+vf//t/zxLRvIDx96c+9an4+2HKWYtECXTMEbFUIw8omGf2LwV4ZNU56z0l7I3k/uPZjTyQw+ywmGyNWFKSrHzSoCM2Pc3y+Egfo6431WnibdTsxfg+1CvL0M5KKlyhnfKLio0idRnRwPKcFEb3XkWZm6lODFLhsju6TZst6GvrFNI5KTPsk9Pbo/bl22nf7lPbr1IEWr/tcYaXyK/xSwYD2c0qPBrk2LZqMNl0mAnCLYYx5Zkt/hsmpFF9Q1LrduALYtFWU6jiMFg9U/OoinS2kMtYMJ6sshko/nXOXGCjza4y4IQvCMoiDenVGxVJ89rfZ0NIB9lfWlWyfZ8qZ9e5bDdyqDPoMcAQBC4f81VrVbrQqlBgDdkwEwNOgA2I2rl1qp7d5LS0qBPZSNh3ogoTVIeuWq/QVt3jFKicHnQYMjiCQXx9C+lsz3I6285gn0ELADNB1aNqw+NzBENOSxltOkgN2wqElXFmjY+zPRDJi4AcDlXrHp1fk+NEalmwcvicqtS9lY0GuRubtDsIaX+A9LsDbi+Am7VWwOwTNk7dE/YJBtNVQkraCgXrTSKwT3aVSSekEkGVfFyTZkBNsCt6+xRyitiIJTbwPkG9YJ/A/HS/NxBZkGpvoBgdTr/NTBmAK5ZiZVTWK5x9p0cO7fY6bNbK94rrUVDxaLPmM4skvHWHTV4RABMgCULGIKu+ximGUY5ZJJzJxmVGB5ggvk20C5PX/jAu59ddsutNGroV2odpqAZBADrBxFQxOvj8dOQcSPYcl+VLoVel9m7PYJ/AwFR8WsAgAaMj7HWU7MdSWYbAyghYEgQTXP3swXUBiASpFhhWoUpLy+sAhtU8BudCpGAetDmzDPLXrvrdCvBFAzAzbX/MGR3IbFJGGdOlItPADh2zgh6Tfzej7DBmX2Xi0C9uc2awjGWGtoxtp/w91HkYeZuZDI9k+lvt9aG3S4AfPZu22zbZtwvjw7FcqtVqbHDabK5Rs9Ggqg82laxDZhjwPdwI5uUq60vksP8Hf5TjBv41GSBxFhjtnSQNi1kgGgwRZofp0aFanUh7O1pGGaCI/D3KGCOgiC4zAhTiK5kyTTX3KefRBEeSBqomQ0TWKQ+QseXGFcxhcpjvFvOuzUuJO26Aml0mq96sMnkx0zvP7FYfcyHDonwxCiVLyyzP7nz8DMl9jiwhmEVSlNFRcPuzZ88mvv/sz/4s3fWud6XHPvaxuWXwm75w4QIdtyiBjoJhDvgZfFgE2DHBsDTeZYYnRt76xP6yQI5JkQFyFA2AIEWzyIxle5lle4AVRnYYSWc7oj4mfEGY1TpKfWum1Y0MgETntSc9U+L6VKt5tFkPyNpscKrY/f09ljYgk8guJnh6QgUFsDFwxBhTz6jHe3JcZmOwmSLYHE7A7bDtPtcJNgYeInXXJh8sDZ29EcaUoPjXq+Q1qiwBEBaJdDbgbwBWBRgZmiGBGXX4ZSAVLkAO0P9hfgpvD0kNKv4SmIVHW7kswACwI1A2HPJAE4HBLVXrLA3SrAzGitDR8myWSDBDoivpWhEAOZDiFQNcMEHYFyTcVcdjCaChymmzVm1AoVkZYpzqM+MFRAfuFIG1AU8Qlc6WDVeVcSozV6ounyecZxinYmCMsrhF2D9FGZGyt4fykWCPCQfpWiGvqHKdYEnEppg8GLdHJq+cOlWt49S88ATx5PxwOlvlJ4JOI9L8KiNS9rxQaXu5Pcp3xa1C6iTsE2F0WAo8sKkWgJkBWoZ4mKCc9gRhP5EAaY0FCOJUuLjHAGCx3Equp7BPFJsDRqQ4zqDCOmYYxMb+HbhfOZ2tQzazK8SHRC6ZMCvAIsEcG1gZJtDJ5qc4T8wqlzols4zUKT4bHiwDhZkR1yneNLEPCdIw632q1LLwctGGvceH0VFg2zLKKBAJkGHhMScTIxfsMPerY9EmO6afSHr5PJHaV2b/TvUddD3RUF0XUyKT9DhhM1TDDwTsD/7XcjP9P3o7e3Rl5w6yb/UY3PC9CjWaDWrUkeWlxf+6lq8YEvAC4zcyM0TY8BRyF7BAIgFCwAAxpS+Okr0IuKGzpRgsEJZGC1hgzQh+iMl8PiNkBHSM/tUAiGZ3pPcpZ1DawtslBvMjdoi5X93KGAjJIP3EhqeqRLx+lCE3sU+wQ9IyGimfnogzAJEUk4CTKifaX8DANJavZ6/O2FNuHTOVXsJjZtWv74NWp2Urh2FGOm96WTA0tre3x+QlgZKh5kWv16Pf//3fpxe96EUTWRq7u7t03XXXMaP5IQ95CP3Mz/wM3fe+96WjHiXQccDIBTvm3mG2j4cZU+ubBnLM5HZqjwErutg8A45MNsdB2Km6jTmdLHMmYbwhqQwxRnl5gY80qtr8lGU2SIELjS08JByPtjzxLLhtf0B3bu/SrZd2GATpttsCVqi3ElLtYnCJQT8Go8wgcTFolPW+MkDFrDuAAx7MatYQJAWVCg/ILZiQOj5/2JMBs/TIDAMTUmVEiiwgFg/MxNvDrfgMOEBmA5AErAoe+EKmgEG/Y/GMumT3EICE68XAlbOuVEQu4wXU64Yil4FUhYbsywBghkEZACQKOMAAXjwdqiz1weA4BgcA9PgjcEUygwhbAWCRq4ADlvkweKAvm5I5GNIelrwoxgwGxswAqPoiI4HMBscK0I2NNkVWxANyTvXa5XuHB+JgHijzU53NBoN53i/MNA0jUrBWwr5h1hq4AnRok1c9iMc1dC0GK2KARJltsiwDSRABTFUC6mAgr0ASqVOMSAFiQeICgERfF+6oAgRgyYtPvY6RzYblIALoePDLCCULjmZXsIxEZYhBEYAkuueFcjpbC0tIlMkrS0zY/NQhxwAdtMkrHyfuX4Ao2lBUtVWuiwJIdLaWkaGPZFxRHwYHBjBOVc8p9jhx+T7U4FxWzJO1qnCUQEcZZeSzOmaYqBnFwdhOI1YHLRg8yTJCNSaXEjIYs0OSkskYRqiyi5EZqtnWURYYzbjNYXyEPQY++sM27Xe36Y47MDkC3w5HpC6NJjXqkLu0KPAgqwXjQ6QtadlLDH4wkAF2iAzTNeNDAyEYbDusKB6xP7hVRcEP7QVigB+8nf5Xz1EZ+zP3YwIgJnMkCwBRJzWRPjeWrui2JJgdOvuLcfdomxeTEWHKbmIN+QR2iAlkpNghprlnGtAYHcP4+8xkjWTN8k97A86S/SUNoBzWnEJeZB13HuizSPNQXDMhyK/Yo2POJyXkKGtra4llr3jFK+iVr3zlxHJ//Md/TJcvX2Zvrry45z3vSW984xs53fyVK1foF37hF+gxj3kM/eM//iNdc801dJSjBDqWBXaYkoy5dzxf2UR6w1n3ET/hk1KQeDc5IIfMXdP8fiFZocCLrIw00jbjhYHXQGqDLDZJIp0tz7yo162R5QXvA7y4YzKFonUKW9ZhU0TdPtP8tFZxOEvB+saGOknIFdqhQWefurdHtH855Bl0x0d5m8IAWVOEdYDBMzKs2HbAg34M/jGoRrpWziADcCQKxY291mQ5B6j8A6SzZZDD4w9ADkhBIDugfSVzqFX5wCpnNshZP0dUX2c/Bww2GdiggI9xqx6wXMbq7xGptLTMAIG8YusMy1bQ5l5bzmG9gseGy2aZZ5BdBj4K3bbyXrBjSUblTIvCSotNTFEvpzj1LKoEHp1rVqgR2CzpCNv7fB1EauNQdWudZT4wFN2DDEL5fviBS2dbAZuYQmYDc89hb8DgRwg5zAbqXGOzVpiYdpjRETE7AvIKlIMRac21aNjpiKSD2REe1TYr5DQ3KAyatN+7EstlkD63UnNpk41IYdbaif0yINGBbCVYb7EMqTMMuU5uL7Kt1H0+R1Vt8trek3X4DnbJZous1gaXg2kq6gQ4gg4uym1UJMVx2NmnQbcvKV49Ig/SoOYahZUG7e8OWWbDDB9IigKHpStsoNtrszwH4AEADq/uU9CsUujXqA2ZDYw/0XkFwATWSsWl9ZrPMqQhy2wU2ANmSROsoAbtDiHPGXJ75edjk1dxOCWyizSO7T02eZVrZnFb4Q/D9/s+bk1JWctmrZ6Uw71r9XflHgIQBJBQpQl2Gg1qh3IttSzMWjHYwdIVQ8s6dfsC25ZRxlKj8G9jNlZHJtgxE7vj4JENdswbeX2QcZAj/fdo/DiMz7PJ8hi1d1RHovuUSG2ryil2h4STIX0ZgSDtS3fSbZdHmV8Cz6dWS9LawuS0Xq2xzAUfJWAh1w4EBCEBQQT0EMmLLFempxoa0Z4fKRbIyNx0JBGJTU81MGIMRmcBROQ4s41Ns0CRRAaYuA2js54Hjsg5loVxubhUttmpue8secoYGJKSj6RlNHmMi2xpSzTzzzrzlxfjcvm/mVntPcYyyxxizANopDPJTDse+HsMF+BJshLpChE9/OEPp3e9612J5cEUNgfiDW94A3391389Xbx4MXebRz/60fzRAZDj3ve+N/3mb/4mvfrVr6ajHCXQcVSZHXNELnAwlYqZ/CHPKh+JbUAOQJGbp95kmek1a0piNltl9DdenImOTLoubXzKGwvIISl3hV2h1B5kO8hm0iR/o0XOmk9W/2rq7e/S/u4V2ml3aSf0aG+IWWx5wUNmgICLOoAKlryEki2E5Qgw9LRsBjogWwFQgVYCGMFAGKUxWMR+WHagPRCQupQqzFTAh6UgZKSzjSKVElfSe2rZCtLoggmCQSwDLWB0OAGFMJrEHgHEAJRRTAc22kwbp1YDlpEIQ0LJmZjl4DDLgTNt4K0OuYICV5iVUVHmp4FIOhRuwGVBHQErAzIS0swBnX6XB/IVcsBccQPqhcM4XatISLR0BV25iEEmOUcw2ZQ2s8xGGYrq0D4SfJyQ2YQi6YBcRiQkMiBn9gm8URMMCTlHkq4VLAklXVGsDDAdcG0xgAfI0TeMXhPsE+wYZrhghqCskp/otLRg6bBUhM09FVNHGYOa7BPbs8hWhqJoJ0t0dJphXEuwSFAfrqVm9qheKTNIfJ+GCigbSXss8lm6opkgYvIqZW3FPnGZ0dEbjgxXJTs0mDm2yHPAgmAzUnXeAeogxSnMT5UM6dCCmS/hqTEjLaOMA8WxAzsWUFec9WVcqjPJIyQJFmlJzMgkVXZrJ6Qvmv0R0iDJ/Bi2qd3dI+t2AUg8J2CfjwaYH/U6p4j2XWR2AZgBqSzndVHfZWLLiwCKCODBchcwP7TnB9drjbFAMiUwcuLi9WPmp8oUNQYyooyMLga4gcd/GvxIS2L0ZJWuQ/89YobobzQRBNHXPA2C6IFnljxlJHFJtmd0F5i167+T9wV3+zIZISZ4MqonLmfsNJwEjkzopU/7tepjxh27yFg2hDDtCaGPx5rAqpB/V8/oKFpjpDITwjC0SHz+85+n97znPYWzqHmeRw9+8IPp05/+NB31KIGOZZuUzsHsmAmwmNiQSQ7i1mweGdrzIoPNMe0HGCPtOUwOWbb4wcAYqSZD6jKp7Tot29g+QF1jumgK9FAzMlre4hgvPZZWYPAGqQl3Ojxab6zRGqQrfp0Gtkd3Xtmh+qUd2tndpZ3dPe74YIDKUocw4sEzpy0dKsmLrzKuqFPXgPQBrAPHpobnUt2H10Gf640g12isCxtk4yxZzU3OLKNnxTHrj4F/1XVos+KLR0e3L+fHcZmRAX8EzeYIWUbS47Zt1AP+FwyJJkxA0TOBcarKBhJstKi6tUbu5llhgqh0tpAoQLICNgdMQZkhsd/mwbGNbCpIjbu1zulhnbUt6iqmA8bBYF4gmJVR8cju7cXmnvAEwQfpe+21LWGR7IbU6Uu9YGXAABXmnjhHKAtDUW5TTbEyNlpsRNoZkjAkYETKx+Oy2StMOj3IT/Z2KBwifaxNbgsGqDVmkQzcgNknOrMMAIB6zaetZkBVNB0pdDs9AUgAylRdSWfb3GD2CZgOGMxLylVhdCBdMdLZDtv7zD4BiAFzT7SX2SecznYnPk5OCVx12Yi0YrBPwJJAuaAZsIkp7qNuX1IFyz1uke+7tFHD9UQ6221mV4AJIsAKTFdrZNfX2NcD1wTnSIMyYGWgHJggYXuPht2+uhc0E6RO/cjicm1mdEidYNowowOmvUih21FAEPxC4LcC2VS1yTIiMDrYHBbg26rdSEvpShmnKg7I6phRgnv4YMeUfpLRoZjJGyU3A8yEIpkL8fzAOVPPEWNGWfpn+cwPSFckbOpaNu11b6fbLqnML2RTpQK2B8APldq2WmGwA14hzOHgfwFaBEqmIkanwvCQdQBaNBCi/UBMFkiS5TFapk9NnBVGTuwILFGAiSmNMQERzSLRkfYHyWKEmMvSGfwSxqcphsc4Q8QER5LUjiRLxDRTHQcokqamo/XptplhlrGnTOKNAI4RqyYrxrPHTI5ZPPcOaoB6FBN4CKNDmZGu0GR8rvSy0fzm4+fOnaMnP/nJhcrBD+TjH/84PelJT6KjHiXQsUopyww/lKWCHLmVjoMc8e4KghyHETOQVOaKeB9ZXiCG+alsK47lFL+cFUCiM8MAqND7UsuAvLrVBs+u46r1u13qtXfJ7neofek26jouUQR/jgFneQEjA34fzJTFAJ4rlFSiYILILL722JBZfwuD1QAmmzKTj7KcUhVeGpC1QBKiWST6RCIVa7XC/hHYhzbaREB+gpn/KntlCCsDLBL4c/D6wBPjSjBC/CqFPCOvQAVOXwqTTZfLayPScNAXtgfAjqqk7eV0tspjA3WC2aCNU9FmHCcYHeFwyLIWlBcjUjnWuL2GVwbYFexhMuhxOV7vw0NCGB04v32ks9X3E6fCFXYFzjFmzTT7hE1V2Z8jYBNT8ZHQRrxiVFpXfiJInRohI42a6RevDJccpLP1fGafjFLLChMC5cCUwAO6PxgyuGLhOJUvCHnwefGZBaLZFTATBVCSZp+M6tR+GQEfhjZOZVACkiIPRrg4t2HMPgFLBPXiuoq3h/LoUBIT3PcwP2WfjSGy7ohxqi4LJojNx0jMINGMF/aX8eR+wHFGHaTQVQaxsScIUuiKZ4q+nmOdzRUEWE74FNm+jDLKOGAc1+xFCXbHDNtmhZFNxhRHSP/QND3V/h+yfgjmn2F4mmZ+7O33aL+9Tbfdrhgdjsupbevw+YDcpdEgz4bPRz+WyjAQAtkLwA+YcjJ4IcAIAx4a5IgU1KGMT4UFIixFnWJ2JIFR/ho620oMfgglIgl+UDb4oU6zaVA6ZmRqGJ6O0syOsy7SzBC9CxMsQb8gAYBEKZmMwVrJBUEM0MrcdyZbJL4BRhNoI8ZG4uYYT5GrvsXbj9GTsxkleTFxgjDjr7yYZKY6baB+GJlkGOQ4BOmKHG3Reou3MwxDBjqQUt6FabwRz3jGM+jqq6+m17zmNfz9Va96FT3qUY+iu93tbuzn8fM///PMBvn+7/9+OupRAh2rjHmysRSJovvOknAY6WTnMR9NsznmigkzQDP5qKbR6gLtn9TuPGlNkhqZetzkZHnRwencFEJSqVXIbVSp5kRkXzhD4e452t+5Qns727TbHXAqURiTsccBCZMDshk2rQRTAPsJ5drZkL1A8oImKOmJlt6gdgYL1L+x+Sn7NTiS9aMSEAViJipghcpKY1kK5NAGnTLA5f1COgPJgRuwhASABYADjLU1uIJBsQYrmKOhjFMBzEBWoQESyE94gAtJBtKxqqwnkJ5o41T+4CGGgT+ApooP+gYW0AAD7tiEU9qqzVcJcg4NhFQkgwmXhcmrARyAPYDBeGx+OsBgXKULBnaFwTiADr/KUhht0MmdMMemKmeWActGAJJhf8BMkMiLeCBvw6hVMXRQJ4M6yhQUdeK6AiRh4ADXnNkgrpK8VGhAMKmD/ERAB9x5AA00QMIyEjaIlY4oG6eyyatL/cEgluhoZoZka0Gd/ZH8hIEiBXRAZhOJMSjXyeVEeiXgEwxpRU6Em4VT7EIq4wWxianIc2S/qA/HiPsYIAfOD59blUUHkheAKwwCKiCI11tHXbpyFOHgMspYMavjIOyOGfsyS5WwpFgdhSKL3VEo12Vaw5CStWRmekmCHmm5i+wq6fMxGNp0x+U23QmvDwAflkvVapWNThuNOtXrDapWqpINhvqjxLUwPOW/8K8AHFimPT+0+an2/tDAh5SJEsDHSAIj95J0h0aZ+2zzb56QmQx+IPSk0yTwQy9S1RUCQHh7Y535yDdBkJGRq1Gh3i4ji0seEKLrmGRimpawJH6VGWXF+SVZJt2eUbuy7111OSaGuT9DFZy//RxrpsU8fQbOuqIyr4QHNFFelUdH0XjPe95DX/jCF+h7v/d7x9ZhOfqrOi5dukTPfvaz6eabb6aNjQ166EMfSh/4wAfoPve5Dx31KIGOJYH3mTKWGaQsehC8DGlHov4JAAf/mwFy5P2QJj1DZjYgnSHm6XNMBTni8y3Gp9O2i9tibIuXmT5PMdBjdnQsvNoN81O1L7yMwRTQDzSwD+SBHEnq2WqDGkGNmmfOC5vDcmh76NCl7R26vLNH9uUd6na7PAjHAD7gDCZ4Azs8gLZbm/zyZ/NTBVigu4KBKeQN4rMhAACbmCJcXzw9PMleIsapYCwIuIJtz0BiwuanPksrrF5HfFq8gLzGUECOtS2y185QD5lKI7A5VKaV0KEtyEiqHtn9fQYB0EljJgcGzDBOXTvDRpvCkoBxqsugA7w5UA5ttve6NFS+IMgMgwE1TEitxgYNvCr1wiu8Dud3ve7RuVaFNgyTTjAHAMr4DchWmlwvjEi7XfHLYLNM36atZoXOQH6Cgfxem8KOGIoCcGDZymaTnNYmtQch7StwgD1BiFgqgzqt7j6F7V0Ke0j5i0E8ZCQ+2a0NNpfd3xlSV6XChUFnUHFpjc1P0dZdGnbBlMA5cslveOSvNSisNNlQFBIUnX4XXiKbjUDkOf19ivZ3DeNUn7xmjbxWk3qhxW2FXEbLbJpVjzbqMLZ1Kbx9h2U2fD8j/WvD5zrtWoP2egOWn0BmA5ADJq/I2gMZld1rE3XbYpzKYIXDdULyguNDuU58jiwx0mUwyBIZUm8g2YUASNVVSuTGGktsUB7BzJEVAx0lo6OM0xkLBDvijcP89+q85utzgx1mNpS8navjOijgMW2zSe1X2U6mG58K+DFKbKX6dPx9XO6iv1vDJAjS7tt0aefm2ADVcwP292jWm9RoAvyok+sECvAAo0MxOTTQARCElwPo0ECIMEDSQIjpA8JtkL3GcpU0GGJOpI0yrOTLYPhIrVQ2F8MbxJTDZPp2GOBGHtND70dvn14WlzGBEnVcZh1mJCQz5k40u8P0E4nZIhllEu00uBd5gElOG/LEW3kGp4n6M31Hls/eSIA4c+5uEFk8uRNZ+IWePOnK137t1/LEaVa8733vS3x/3etex5/jGCXQcYCIx/BZ0swFAB6FQYECWtgEO+EAIEdmMyZ4c8wbs/6ID8IkmQp2zKhhTOgmzeuclQY3LXkxd8I+IMoGCX/bkHwEnL1lfXOLLlwT0WAwoB4yXXTa8u+VfYqg0wWjIwrkOkP2YntqFp5YBiLyBmFIYAzP9xrXiYwgPlE4SrcK0AUZOFgeopgg2oiUx53sRcKpO8jxBSABm4PT4Cr5iZatIGCyyYaioUgd5PDABHGERQKpjUqhC2kFD26R7SUw0ryic6dm2QFygFkBY082XFXmnLxfTvMrLBA0nWeTeOAKhNJmhgM+qBdGpAMl/WHQCSwHF/4nMAWFzKbPJp1sNMrGqWCuQLpSU+laZeaJT7kjchk2mlVMB8hIAK4w0wHllKQIko44XatKLQuABmwZqz8YHQuulZLZkBMwiyQ291QZbXBe+fxwqmDNPrGFuaJYOqgK9ZmpcJHWWN8LZEh7UCcYHZCfaPYJQA7N6MB50kwQuMdynUyfttj8VMtP+PyA1aENV1GOGTYioWIZkjJA5fpYAoV7D+dnZEaa1gqvxAC6qEeHkXGhjDJOQxQCO46UPGUGsGMRgMciYyy9bbbxabL/aDI/1Pd4og7nYNzsVO8zjAbUvbRHly7fEXt91AF61OvUaq5zlhdkdgCowdnTFMvDlL0I20P5erCPiGaBGJ4fGpjIZIGoyaHIBDBUFhg92Qi/NHX8zFBV1I9QXbtB7AEi/SDZTpxQTDZIlhxGzoQCU1QZ9TVhgjqJGWJKXxL+IMZVSjNETLnKiCUi2UPicjzLlLwLstgZSYZHks1hzQi+pbfLk5DmT4pO/v3oNk2SbczaRR8WBE6y6hSh2OqMj5PtKWNRUQIdC4xFAx5pqcSB2BBZIEgK4JgH5LAWZECa1b6Dpo0cO9dznr9J7TDZrZPMTwWMH51vmRUwEZFRejbhHdqSwtaoSEtPxPyUqMqohU9O1SfP2WRjUrtzkdrbl2kPkpe9Xdrdb1OPXGGEsKO5RYEDyYYrLADHUv4TA2aC2Mg8AroaAx41Gvo1wvATqC9m3sMQkguXWRVgDiClKEtPvIBsSGQ8nxkOYJOw+SkkGaFIZCzL4zYixSuzFeADoQbjXrMu7IK1M5wGF2V7HbleAClsW5gDwsqwJRUpjFY9l1kDbJYJJgiMNgfi6cCMFd9llgKYDjBchWFm1NuPZRUASMDoQL2oDmXhI6GlPVsNn9kVXjggq7dP0aArWV6qXlyOamLSOWKCOFTxHdqooaxLdgcsB5XOln0yFNOhtUlDpKUd7El6WJvIQznDiBRmrRoAEDZHnYK1BkUBjlMytfC9A7kLmDJ1lQa3LSliORsLMqMgtex6nZzGGht7gtHRYaNX9NwcNlsFy6fq2Mw+AaODwSc7Iq/hkQVT3KCWYJ8gMwqnlq16VEcWn8vCBMFxMhME561RY1ZGVxmKwm+EgSLH4nKoM9CMDhicMi4Hpk0tUSfYJ3yfsAwn9TNb9uCjzLpSRhnLAzsWEAeTsMwIdnBFxvEt8Lkzrf16XeL85shbRmXSO4myh4FjZqeIEctjGBrsD7W8d2WXLl1BN0FADej7m80mMz8ajRY16w2yIYM1JC7sTQa4QxmmMvDBRqpJIEQ8QJLmp6YPiJS1JQuM+k+nws1igWh2R5oFkgQxRkwQfZ5NaYzeVpfLYoTobcZ8OnJYITQnMyS9z/F12b/BTJZIurDJFlH3xUTjUtOXJGt9fAypfWa2MLutY5HxM5m0udQ923Mp7ceB7hX6ZidVunJaogQ6VuxFlZuGdobsLCYYMAvokZuuNeHNkWRxHATkmBSrkKwsxIB0TlbHtCJZRq+m7CXzHCbecEryorSh5vNY56jn+wrshWaTarUqnYtCrrdnB7TT6dOl3T0K79ymnb39+KUOc05+qSDLC7+14cWggBUll4k9SpEK1MW/4svAzAEe1Ck2iOMxCACfDIA0ml3BZZXduhigqpSrkTJOxSwQ/BhczP4LswI+EmEEUAGMAZn5R4YYKGxABtEmm6gPrAFmVmh/Dp2ilLcVVoakwVUpdAdaIuFK2Uol9tkYADwBYKRS95o+G8w+YVNQkaYwKwPthSkowJWhZGphpoySBInJKzw2NENC2svpbN1A+Z8IuIIAm0MYEpqZAYPOiNuLsgLOCNMBZWJzT7LY/BRlMZtlmSlicY58sG1wfisJvwxcfAaE1HECgNDsE2kvACGV4th2E+wTOU9ynAyYICuNlqbAq4VT6PoMgukUurgf2MSUPUHETwTHqU1M2U9EXVOcH06hO5TjZCCM7/Uc0HhJEQ2RuaaAdKXAtmWUcZLiMMGOlcchsDxyz++kWbY4ctjDxlB11E8zGSBhaggMgEItU++JYc+m3p0duvPSHXHmF0hcGPSA7KXRJB/vAstlOcCY7EWDGsr/Q2pxE+anCBdlDOBD+4BI2w3mR8wHEXaGCXzwkRiMDi7LLA8zW4xmeiSNRE02iJajxIwQbViqwY4UK8SUxOhlaeZFbJial6ZW/T0yLx21Jd6nXqfL6yuq+o7q6qZvAmNdajIhAycwpTNpr85x1sc4gDANmJjk5THL08UESg5iJjoP4LCI4CwvBaGLw2CdHJcogY6jxO6YEfCQfcwuUxnbd6odZswrV5nE5igEcmSwTBYSS6TIFm2qBlM0G2TMwFUxQayM641tebCoHMq19EX2IXIMkbyoTgprbH1arzWpsb5Bm+dD6vWHtLe/T539fep29jjLy3C/K1lZ0DauyOYBPP+rLidMIxFgZUCFImCFRhVEosBFgwqFKAvAQsbaLHkB7RRltKdIvGOwR7yAyJcMJgySgDKrdj0yIhW5DdNSNdAB8AOyFQ2uQGajWQ6qHg1WsKGoNsvUUhAlW4kzp6iyLJdxiKUgzO4YdhkgYVmGOg+cUaQCAMCjAQbx6vq4LNOROnGuOIOJAh3YrNUH0BEkZDYa7BLfFGV+ii6HkTmFAQeAFXyOkFlmMPKGceU8sXEq+n0MkEjKX05pC8NVJZfRmVO4Tg3qaNAB55azn2CdtJcBEpXlRYxIheETy2xg2srH2WP2CQxQOSsNbhIlQ5LMMgAspBMCzxVtaMunE8weSHuQFhk+JvD8UMfZC0fMFc1mSpGhVsDoKNPLlnEaYzafjqMAdizVmHRZpqWLbv9cs0JmhhfTM2W64emkLC/bOz3a3d2hW5Txqe+J1wdneYHRaa0h5ufKyyNmfPCwxFaOIyqri2J8DDMYHzDl1sDHQPl+YCrCjv0sYkeQ+K501LpQyV+k/Yb3h5FlTlaOEv6Ogx8jxkIW+GGe4cwMMbqgCWRkgR/akNS8hAZAoearEpfXvMpZIMisQEj6CTBJOjMNCEnXn64jD5iwpsliDL+QPKCk6FMJbeH+Dq3Yo2MeRkeJc+RGCXQs+f02xi4015m+DnmSlsydhvNlLEk1YB4WB1dh/D2LZGVa5Bmipts4sU1pVHnWgjneGQeJ3LozPTrydmK+KtR3vuHk/PNMREy/VJKXKClx0aG/YxMfg39O79oie6PF+6k4FvX3d2jvzltobxuSlz3q9PoCGih/DgwwMYCGbwT/rTwW2J8DbYAnhwI6YLBJXpVCzMgPQgYnGqCCqPohrRC5jMrsAdlLY40sPyCqNCnyqyx1QAAoEMNKm2UO+NdGblQGHJCBxCequlw+glTGdqmv9ouBPwJyl/WKRz4PqDvsQcFpVqsh+estcpobXC8G1JCgAOTg1LkwMoWko+KSNdgm6nV40MspZVlms0F2c52GlQZ12iGDAAAM4HexUUOdLtVYZtOJ/TJgnAqZDcw9I78mhqIKyAAYBDnHZsMXw9XeHoVtLT9xGKiAdAXmnu0hsUkngBK0M4oc2qyLzMaFl0h3l41BAcqwiWmzyueIqq1YRoKyMAWFiSnOD2Q2FbBlupDLDCXDS6BkNs116rPM5krsC+J60l6cH1wXGLUOu/DokKwybs3ntuK67O+G1O0PJbOMkrzgukLy4oYDGvQ6NISsBe2peSzPgXQFUqTOYIf6kEcpEGnRGOjCPTpKoKOMoxAL+6EcH7Bj/tDHN+dgZkGSlvQ5y5SsLCJy26ieXQnDU3N7tV4PRhkA0RuNG57GIAgyhA1s2mvfQbfcJsCHY3vMPG02G9Rgo9Mmea4nTA8GIET2Mm56mvT/0GAJW5rC6FStjwEOxQARHqZmfsjfWv7Cf8dtHZe/6FNiSmD0tiYTRBuiyvZRphQmriPHHHV0JtXf5jITEEkzN0yPtwmyGHOf5vr0NiZLJGEomlEuvc/02rQUJfNpknGLp3rByc3T2zNTaL7Ie7oN1RMhMtI9rypK3GJxUQIdR4zlUSRTyMz1TgA4FglyjHYymy+HtG2xIMMivTkWEgc5vpyyZpYX3izxpsrQGxv70ai+sEDUDHkUkh8EFGydpc2NDb5mQ8umvc6ArvSJ7ryyQ1d298gdhnzvgJUhzIp4r2xaig4HGgM2B6Qncm0xQBWAAwFJBss74jc6JCRgkoQsq+BybJwqqeQAdGAQDdYAMyTQKQgFNJAcr64wQZg54DJjQDNemDVCo9Sy8CFhI1I+JZBH+Jz6VJcVKwZluoosNorNwRKSPpgVI4NOYWZIelgAQgOVYhcgiU6jy8eK4wS7QjMvPEnxKmWT6Wy5Thi1snEq0tlCKpOUn7jVirAylLGnnAa5HpKqVc4P2CdxewHKgH3CdYr5KTMz+FhFQqJlNjhHWroCJghYJCjLprSYMYNcJk4tC7aQY8iCDMkLm7Uqlo8DuvKIjjpqr9wL1rDL/hzILIPjBFME4BfuCwBtnGaYZUEqHTOtNjCTqY9rpu3L9LJllHEMwY6jxfDgXS34/E1jjMT1TfT/GJme5hueyrtfm53qVLeyOzE8jaIBbe90aXvncuz1AXkLe33UG9RstaiG1LZgcEDOoiQszNSAd0iG7EWACGcke2HDUwE+XA10gC2qjmcYyT649ToFr+n7kcECSXt/cFYcQ64SAxMG04HPRiKtLbLN6PORZINwW7LYIGr//LcJWujCaXZHGrhIMUP0dvElTrXfZHrkmZomUtoabJP0dukYY4xkMDRV73EmaocGRGb51WWNv5LGpQfLfnJoWVeW1ZgTECXQcQjvtEksD16/hCnLSeBGvM2E8uPo7WQmx7wZY/LYHGZ7Z/EEGe0kPLCcp0jMyiTR281aX3q7vOwTnK0nUc4EOeBxoBPL6RersES0+allu+qrS42qQ1XbozPnzvNgc2e/zWyP7v4+9Xj2vitvCIAEfjVmxyAdLQAAnr1HN8SOqAHZBTwzwASBD0M04GOyIVmphOzrASNUmHMCKBn2Qm6bZAKx2EiUmQMY6fb7QnMFY6Qakl1rcqrWoVdjnw2MSQUgwSCcqKWYA9agw9KVMByyzwXOg9NSrAywQfogJyKdrcPMDAAOYDowSNKWzCkIr1ER4KC1yWaZYJEMoi4DB2CCoDxMTDl1L/p3/e4onW2zKqlaWxtiuNoGs0KuA+QuazWP1pi5YhF1OsyuAHsEWUjABHFbONZNNk0FK4PbozLaaBNTq7fH7JMhp7MV6QnXCUYHWBm7IylIgGNk01SPjUit/h4Nez1mrngVlxkoXhNphmvUGUbUGwz5OHEfBZ4wV3BufRpSCCZIX5mGVlzyGpIeVgxXO8zogGwGWVWYCQJmEc5tr01hT7K1IDuMXxeGD85PZxAxcwUmpq4CkCYalS0jSkZHGWWcErCjgDHpEfPvmBSzSmLS2+mBfHKhKXUxI5nqVpdPFI8ZIEn2hzY87Q9t2m9fpls1a8NxmfXRaraoDvCj2SQXMlkGP6SMBkHSpqea/RGbnioQRICKZAYYRAyEqCwwvG/D/DQGPxhAyWaBSHt0GcW0jdkh6Ywso7S4Y9vH4MeILZI2RtX70LtIMDbMq5JmiWQwO8wssZmyF/MSprYz95MuZwIoY/vMAGGy9jENEMkqMYuZ6UysktiMdLW/42ieR8fReNQcySiBjkOOaaDHova9EpCjaPsmyWzKH20228eaBSizCzFykvIYLSOyDF8QmUmvV6v8EZNPvPBD6tx5K+3tXKa9y3ey7wezExSzQylphNWg3LUYaBF3KlUPHEpBV4XkxuOy+v50kf7Vjsi1FTsCjAOVHpaLui5RBLNLP2aDgOyB0gA68EF3RXt7yABUe3t40iFCOdTreFwWzcexQQscgO2gmQ6Y1WeDCTAOXOV3IWwOLNZ+FwActHmqsE/AkBgZpwrw4DIrI4QOOdTAgbAcAJKA6cCMDjbohM+GTY7yE4H5KdrOhqLqPIHFoc1T43S22vMC8h3QhGG4ijrBrjBZJOrc+MqI1IJkSRucok42Tq0wo0MbmOqZBs164XMLEEiDigDUYJoauOLtAaYNPEx0OlsFWIDlg+NEe3VmGbA5OAUvZEzwPmHmiml+egiDphLoKOPUR3H5yqrBjiNpxrdAdsdhnJfMa5fbAcnIHJi+ZzJ9P8yyam4eKWaxfjCg7e0O7excEbjBdjmVLQxOGw3J8lKr1hWQgP4LjL/RLAE3wP6ABAbBoAYzOEbsj6GRASZUpqYAKoZqaBTLXQzzU/HlkL9DMFEN3odaOpK/mCwQ+D2YwIe6Ltp4FFzTcRmMMEHU11E9E9gg2AezOcbObHxR1HEqXw6jvjxWh2mbEf9plB1jc2TsK1E2Y8wxWQqjzlGGhCarzCxsiARHyWyvsXzA/hyrz7qCKFrjEXz6HZkogQ46OuD9GHBesG8wrf4sgIPLzQFyZO9oMWyOWdgnubsyt12QZGXW67KoLBDTWB6F7ospWV7kH2V+auoQ06mN2fQ0SmR5QRaW5toatZAa9uwZXrff6dLu0KbdTp/lLnu9NmdKwduD09kaWV4AakTQ17oeRRZS4HoMOvCLRUlXeBAPGYorviAWZzCJBOQAWIG2QXqCcjBCU9ccHQ6Yp5pZXiwzGwaYJKhAmWwCsNCXj+UnGiDRQE08U6VMSBW4AvYJiBVa2aBZByx5UWl7I3TukDUFbATXZTNRzkRiyjmY7TKSkdhI94sBM5e1+HjZiJSz0oiJKcs5lIEp6owBEhiCKuCA6b4enEpRJyRFqLcX/6bQxppuL5u8jsxakboXdQKYYfNTZWCq7yM2XPVGciKAKxok0Sam2lgWx2oCJMxC4fYSAzoAg2CACraHrTK1gCkEaQ9nl1H3rMiRVhuQrRSTrpTpZcsoYyVeE0eZ1XGEwI6DxESgaupM3QTwIwY9KNfwVPU4Yl4DWJXtdo/a7T267fbbGNxwHZ8ajRrVkd2l3qJGox6zPjCZQNRXzJIMtofO/GZke4nNURlkGGd82PG/48AHt1axQCQDjIAXum+YyAATG6KOfhcAP2IGB5gEao5IrVRnzyoGfkTjchh+1atBfTgNAInrHgctxuQxxr5G5qLJ6z8LCGI0Z24gJCusGYCRMGedlh+vIkrpymKjBDro6L7PDrqvaQBBNAe4kdT8JeUqsmy2DkJeutV0zAJyHJRZMimydjkpffCq0tmm9zH6Yhsz62mwYpTlJZMJYpqYmqmMtUO4GmTi/+LtocAKLPRrvK4SNChwA9q0HR4YA/DY2d2l3d097pz02vukSvCMfcT2HK6wQDAoBrNCNR/AhmNLSlntQUHKCwODdg5sXG2JEakxEAczAqwFTvXqQi5jE/VDAUkcZPSoMYvDrrUohHEq+4L0+DiRaQVdmaYy2QxcSX8qjQrIrdtk1ZssrYBMp99XDBQbkgyXTTZhnAqJjgUjUmWkiYE/yznqayyX6bEURDNBIJchlsqw+Wm/zR/Uy+CIbYtsRZmuQiEC8EAbp6KtkILgWK1Oj6JBl+sFCwSpbB1IQSpNCh2fZSQAD1BvAyakSn6C42QZCVLEIpNKvUJ+q0Z2Y52NU3vtiPpKLgNgBe0cSXtEKqMBErdWJa9Z57bCcJXNTxVzBWlwIV2p+hZLXiApitPSBh55tQobkULy0utF1MV1w72FNsLTBR3DVQ4cSkZHGccxFvmiOiCrY9mAx+LZHEsAOxCHAHgsIpvLTKycmY9tZHiaKMGTCTq3SZJGMGKpmpIXARwGQ5u6d27THXfq5TZVqzUxOVWpbYOgkgAytCeIlrxow1NZb8eSlrT3h2SAEdmLBkzEO0S25RYqZohpfmpKX/SyWApjyE9GBqKj5eMSGAMM0f/mGqJmyF7iMsl9ZMlh4l2m5S+TpDFG4SwwQhg3+sLmS2Ty2qD3O43dkS6TtW2WJEeHSFaE1bHQZ8GSpCvHGEtdepRAxxwxyV/hKEgzizAgzChEFDgAyJEVeWyOqe3Ia/QsbZniz3FsHxyTpCu5bwQDIJlifpopecmoF1vBx8FdX6eN9XWVTi2iqNehvSt3UvtOl9PP9bs9SWOLdLQx40TkJ+zzocxLpZuh2gETUoAW+m9lRKqbyZIIG6wOKctmmfplZStpBIxPlXGqWJRKBwFlYX7KjBBmkSimEsASppkEZAeSVjayQHlVDAjgPS7SuworgyU6MD8FvZWZKzBO9WMGCjNBYNOmpEAI1MuADpfDmxZllbM8ZCsVJT+Bn4g6T2x+yoatYL0oMMhIoavTwwLYEWaFSFfABtHGqQCE7GF/JAtik1hJ3QuJDma2BmFf+YmI/AjgDEtf+DhFKiPnSUAdlAVLB2wMfDSTCAamYK7wNQKbg5kgYn5qOQ6DHczy4WsqmVoQLAfCNmkm9bLTsBQFOgz2TxlllHESvDuON7tjUWCH3tdCIpMNkp3qNu5bxv3rcFzuYjA/9vfB/NilW2/Frl1yXY/lLsz6wL/1Jk+iaMmLsD8ki4vsf5z9oWUvsDWVJovpKbdAy14Y+BCbVCSch98HS3YNCUyaAcLyGs0GiYGcUR97kgQm3mcGE0T2HW80kplksUESqWkz5DBqO1MSoy/ZGDNELt5kZsj4otH+c1geZmreWVjWei4uXb2WVCM0WJKoR99jar0AHqsHOkrpyuKiBDqOKeAxL5hhxqTX1VQWx5xSlVlTyRY9voNKVg4Kcqx0hnlZkQH88ItBsUDizcwZdZQRtCFzPwApHOMFgj3C86EenCNrc42vVb/fp712h3baPdrpDmmws8MvGIAUyGOu09lyhlrM7mMmyPEZaOC/YX7qVeIHPTADmJfqrC1a9iJmqZawQdifw4+NU5WHJntVNMhhkAMMCZSzkZIWA10wQfwKgyQWp02tEMgcAA9QFzMbbIvZHGBYIG0qQAfWDjsuuRUSNodmZYSS/QQD+CrqciyVqhXyky5Fva6ks4U3B/w9YCYaCEuitz9gBgvABjAzWjVhgoBFEvV7MQMFZcGsEMNVMRRFOQTqBQMFBqbc9sEeRb19CodDPg4wOlw2FF2n/WHEBqh8HZmB4kqdgSusDBiuanDF99nA1Ko1KfJq1OmPzE8BkDATpOaLRAeslQ6YK5jaQSrcgE1XwZbpRxZfbu3tAeYK5DnWKkEOxi0gq5kdvCiy7Txx/fXX0+c///nEste85jX00pe+dKn1llFGhuJ/7sg0vjzgPo5Uytm8OKTZsHgQvyDAY5GRNqPMNT1NnLNZmR9gfTjU7e3Q7WB9KOCiVqsz46MB5ketQQF8rFQ5sD8084P3w2WU7wfOo8ocY6a7zWN/JIEQACiUyQAxpTAi/UixQPS6mOWRZILE8peMlLjytwGc5DBB9L512dG/I2AyzQjJZYVkgAizMEMS61MsDjMS+6Vs5ki6rrHtMvZvMkXQ9WAPNvZ+WSHYAW+QEzCkOCpRAh108AHtJPnBogD8RQAbs8RYNo8pIEeRmDWV7KRjLZRxZUlxBJqwdInM7Nlg8MIPc7O8mJ2isSwvoI9GIXmBS2uVOq2dcWjoBJz+dHt3jy5v79Du3j519/d44B63iIEDSUkrfyOVrRMztYU1oCU24gsyIsligSeMBS9gdgR8QiDVRTm0HiAHM0HYIFSBK5j9wXbQ/iL1qR+w3EWzSFgOpJgg2ttDPDa0eQcMT21mc8TGqULYiFPhBkYKXWERaONUVww62dgTPiZIhTsY+V1AXgPDUhwasrwofw4GR3ykhwXjBT4kHntegCliptCNjVOZXTEg25H0uZx+F+0NKsr8VDFX2GFWgB18wMqwkEUnjCRDDM5bAOYKjtOjsCuGq9Jem8EkADLxcQ77MWOGs9kEMKUVxgvuBV0n2hunJV5lSN7hAtsv/1n9qle9ip797GfH35GNoIwyjnMk3xXW8TIdPWXsjkVHJltkCuMjneqWNzPNTcfMTtXkGv/Pod29Ae3t7dCtt8pyz6uw3KVer1Gz0aJavUZOJF4fXBNnbNG+H4bkRRmeivAGwAfYpn1mewyVP0gMfDDLw5JkdXr4pRggCAeghwIn9LJMFogBeowkMPocmOwOQwLDf2tWhi4r25rAAPuC6O+KAiHgh6TRjVkXym9kdCWMVLSabTvm66HBtoxLm+WTMaNpxyTJS5aRato/JM/fA4swvwN2ziqjZHQsNkqg4xiwO44UyLEgqUo65jnEzDHPAtgchdsxqfFqMH4odWdsO099uj+WVzQNYCWyxMyS5QXniDO16FkYixr1OlVrdR6UA3AYDvoMeHQv30a7V+6k7i5MPlXnBaAHSzYUmIIBv3pJc+YV4y3O5qdK6qKzvKANSCyL5rGEI6I4ywvzB7RsAWAAm6D6krUFGWJioEOntJWBPEssYLaGsgBVUF8k4Aobp+I7fD+1zIZsBixiuYySvPB5A2sD5qec5cXjV66+yxnkgJEoS0hwrIq5gobB1wOAgzJc5TTAymoEAaaMNj9l+QlYIBpcYZAEoI6Ux2KYn+rrKKl/BRDSRqS6HM4R0vey4So6CoZ3iqOkOQyuKMmLZp9wnepYua0AV0Lx9hBgBudWz1adbo8OABsXLlxYej1lHPNYuE/H4vw6JsVRG4iftDiKYMdESdOMmV4SWV5SZqejdabZKWYGhPnR6+3THXfs0513KoaG7VCjjswuYH40qV6vk+/5Iy8PTnHrKuAAEzGOAjvwN/Y9GIEkJqNDyV6GNIjT3Ap4ApBB6k6nux35dSQNUHm9kfbW/J4ngZF9iakpp09NsD7kXBcBP3S5LAAkKYnJAUCi8UwxaVnM+JVOmZkmkJNs+YrZazDBj1SRdBVxvegjrtaj4+j9Po9rlEDHMQA89ABx0YBHFjtiVgbHXHKVKRlWph1flpxmbpZJDviwsFNstmUK2DFvrCrLy8T7Yor5qX7hJvehsrzEmwvYoBcwMAFmANcj0pWKG1ATg+dWjazwagr7Hdrfb9MuPr2QdttdznCCFKnobXCqVA10YNcYfCKzi4N/hXrKYIMTiH+EeikD4JByRBVkSgEaAY8NgCPw5YCBKYxIYWDqgCEB9WbEAAWOtRE4bOwJZgczFfBihz+G6txAfhIic4pXpUFPzmMQp4a1lXGqSteKNoPNUa2xPwcFDYqCGvVgRAqPDSKq+qjPUUakkIJ0pKwGSJxApDIwTbUc6oYDnrkAaEA+UcMX41QPtNZhl2jQY1YGfDLcep2cxjqFMCINQ+qxr4eYgqI8TFdR3urvsfwkrhPsk3qL6+0OQIiRzCn4/QLkYMmLqhOSl7DbZn8O+IlAtgLJC84vpDIwbGXpEqRENY8lSWaPZRWSsQigUwHwQm/b7XZpe3s7sQ6pEfE5aPzsz/4svfrVr6Zrr72WvvM7v5Ne+MIXkgsQrowyyjjaxqR5L9ZDkrLE1R8R4GOqpGnieRpNSsi+ssqlJC/M/MAfhicIUsyGDl3ebtPl7ZHcxfcrYnAK5ketTrVaTQD6GMAA+KHT1GrGxmh9DJJkyF7SQEhPbFEN9oUyP8X/NYDCAIedyQDh9WpdvG2W/CUaN0KVNpiASZJxo+UsWaaosu9ouhwm3kQDL6PIM0o165DzmNxejtm86OPlc3viGd1gAC2Q3YZgrK7y9zlP1pWj8fM9klH2jJYU0+QsBwE8DgJ65Ek/xibbFwRyJAvOP9jP8wyJY0X6ueMoW1l0lpd5ruukKrMkTWxkxRrX1PsHchh0HFyfGi2fGmsbFLmQoHh0ebdNV3Z2aGd3n3Z3d6nX7Uj6VZOSorPEgEHCjA7dyREmCG4jDOZZtqJ8Pfi3wOiHSF6YCQJJhvEbYUmFI7IXNk8FuKIyiTCjg6UrmkUiUhtivgNAGXRcxIiUTVdRNgJ8ooLlMr6k32Xz01G9kKww00HLT/SgnLOTYKdIgwvJi0vcnPhYLfJIyoGBAtkKyoYh/DlwfmGcGjB7hY+VSSIj+QlkJGgve58woDNigrB5KjNQqmzyqj1BxK9FJDpmnWK4ijqdUQpd16fhIIxZJLpOYcpExyK97Ote9zp67Wtfm1j3ile8gl75ylceqD3Pe97z6CEPeQhtbm7SBz7wAfrxH/9x+vKXv0y/9Eu/dKD9llHGUWJ1nBqw44jEojw8joRxbaZbZQ77I2Z+jCZsRmanSblLpzugbhesj9vVbh0GPlrNFtXrkL1UyYO0FWakluyXPbosYXmAuTEyHoXEhRKyF/aCwF+RZoikpS9pz4/RBNEkBogsny5/iU9VhgRG1qntVJcoIYMx2CAxOyNma0Q5jBBZmGCEGPXFbA6DmGa+/9OskPhapfucGbKYsUilu9X14rPq3wQzOuYoU0Z2lEDHQSJnJltHukOeHmCOZQ8ocKce1Ksiq/jYAOKAAMesTI55gZtpAx4eLGZdG2PZUqQjqzQtOuJgSu7p1Zla1N8ILqP8Ljjbip4N0OlwNQ3ENk1trTgtbq1aoWoloHNbinI4HFKnvU+D9h7tb1+m/ahHYR9U1ZAlLCw9QVmwDXQ6W+AZDDYooEPNzrP5qZqhgQkpwBU2qVIvbDBBEEjRiuwnkHTom5zZGABMAFagrFdhiANrAYjUOAOJTQ3f4fICxShfEDfgD1gkBBaJV6F+R6VihYkpUsT6DjMkfJAdkM5WzSxRpUp2tUlWFQyJGvXZZ0OAHPbWIGImCBgo1qBNFrK1AHyAbAefBoxTW2xi2u+hbMQSGfifgEmizU+tLs5rV/w5fJflMmCCMItEpZZFgAmCa1lH+t3A5To5DS7qBMhTDchpNJgJ0oksTr0LJglLbGAS67uc+nfUW1oh0KG8QmbaXm0LlsXLXvayxLo8NgeMRNOgSDr++Z//me51r3vRi170onjZAx7wAPJ9n37wB3+QDUkXwRYpo4zZowQ7jrtJ6VgzMp6thw1+HLT+TLNT1rpOYX4kDB6ymR+Xr7TpyvYd8p1sqlSq4vOhwI8qzMRhbspeYZK3hfeimR861a0CTmQ/hukpAx+muerI+FT2I/0SzQBhs1MTCInrU+X0vqawQBImqHG6mxETxDynaTNUWTbOBtH9OAM+ymCDqHUJFkYGIyTeLMkiSbNB5NgTFz5RXyLSQ6AoEkYqaan0aoJ7gEUZHctqzAmII/OGQuaFH/uxH6P73//+rIW7ePEiPeMZz6CbbrppatnXv/717ERfqVTokY98JH34wx9OrO90OvSc5zyHzpw5w+jrU5/6VLrlllsW13j8AGb4EUwdmFvJz6Jj0r7HGBwpL45FghzpmEeyMg2QyW3vBJBjIf2LUw5yTIsx2UsOSKh9IDTIMV5O38ym+amacQC5AmQGz6X1tRZdddVVdLe73ZUe+MAH0b3vc2+6y/U30JmzZ6lSrY92iW4D0tCq8sABNNCCEGBEpZeNGR2qrPL24A/AEsgw1OwGr3ddyfTCvh4wExWGhD5OgBwCjggQoFO8xmXBygBIolgk+kygrToNLjLLcNfGpKdgFggZYipVMT9VGUy4k6JSy6JeAAlcp9byckpa5e2hGCgysxGRyylexfyU68VJUmadACscz2WgBEwQZpGotLKog01iHZHpoJgFJgi8PcJwJHlBCl3fV6l3RaKDcmCACGslviLZ99TSsq4U+yAAOrRarcQnD4h48YtfzEDGpM+NN96YWRbvvMFgQJ/73OeWeh5OYhzrfkcZJzOOIG30uKcCjoz/kitUeovEO0SzOcJkOd0vhpxVr2dJQ5/CsCv/Rl3ab+/Q7XfcRp/73GfpH//x4/T3f/8x+tSnPklf+tIX6fLlS9Tr79Mw6tMg6sq/wy4Nwi4Nwx4Nwy6FvJ8eDWi0TZ//7dEg6vG/WDakHn/6UYeGel9Rlz99q0sDq0cDa7TdgD996lvyGVgDtV7+w/fQCmloyd99aQENeJgvHwh18f9BNGRzcnzwfkePZUD4V0zLQ143pGEUxunlsRz9D3zE3BzLRUjEvmOqryDLZTvNqND9CC7P3l1R7BGuy6Fu/mCfXGbEyEB/Qi+P16Mdqj25HzYincca9ID3q9H2WT8l0nEMGB37+/v00Y9+lP7rf/2v9MAHPpAuXbpEz3/+8+mbvumb6G//9m9zy731rW/lGa7f+I3f4M7GL//yL9MTn/hE+tSnPkXnzp2LZ9b+7M/+jN72trfR2toaPfe5z6Vv/dZvpb/+679eKcNjmofHMuSbk6qZhY2wSMPRg4IcZix6cDPL7ibKe+ap8wh2aA4rTAbIRG9XneUlBs+M2ZWU5EUviz1SLJsqtQZ/zoDJYdnUJZcu7+zGWV729vb5pcYgi5rA4zS7WvLCjBJ4iozS6bJqRdXHbBBjNkRLXvhPSE8UYMLZVtT9zSCHGvyLKajWGQuwwlleAJSAgaL6ZDg+nT6XM8QwGASwwpDLOABYwAjxmDgaRpCmSCJgLc1h41S0cThkZgUG6SyzQd0KrOAsL9pMlOsVUAd/AxxCxhUxlJWjZpAEqXsdX/xP1PXUWV604Soaw2wJlfYX2V5Y8uJLlhfd0UF9uA44TgZl8phaR0W6Mscz8+zZs/yZJz72sY+Rbdvx+66MU9bvOPQ4TayOFcW0F+Ehgx2HzfBYeIaXXMPTcCaj03SGF1G7YnuHwsGArmz3aHv7cszIADgKQ2lOb1tvUKVa4ZJ2BOZHkvERy1647yNMDrb0VAxXMT6FXEVkL7Ifkb6EbIiqWSLK80MxNyCj0dIXzexIMD5YpgK5TTgmfxntT5mIpiQwIkMR+oZphqqtSEfnLsrOBqPZvMY1iSUpRlkzsB+9PDYzzWF/ZEXWE4zhLO5zrXoCMwOUm6FEGUcc6EBH4N3vfndi2a/+6q/SIx7xCPrCF77ApmtZAV0y0uw961nP4u/oeKBz8cY3vpHpwFeuXKE3vOEN9OY3v5m+5mu+hrf57d/+bbr3ve9NH/rQh+hRj3rU4g/G/FHMKGuJi87oobHwzCBj28/3wx5JCsaZEweRq8xikppu86yDobkyvhxQsrLKbCuLjFnrzfMCYdBgBmZTEbaQridX8qIui6SkHdEwMIB3LYc21td4th3MD1AVe502ddv71N7fp86VO6gX9jk9q2KKsvQEfhusLlFSFzxJURUG41BX8Kue68Dgvcp/cypbr8JymXAIpgLFg37IZiBb4YwrfWQwsRks4OOo1ijyayyX4ZkJirhOyGUAktR9SEjgedFjqQ1AGchdCLKXWoONPUG/5FkR+Mw7NlXsiJkVkK2gXupJWQ4FrMSmq7ZHvWGHQZKq6zDIUfdcqqo0sci4AoAEaWxRN4EpA+NUryL+pmHI0hMwQSA9gcwGdVv7HYr6Xa4ScheklbXZ/LSuJC9DNnsFQOJ4Il3B8QpwRSsLk6Ux6/bLig9+8IP0N3/zN/TVX/3V3FHGdwyov/u7v5s2NjaWVu9JjRPV7zjUOC1gxwq9Oo6IlOU4+XkszPQ085yPpC5S3tyZ+U1AkHhRSvICIGNvf4/29i8T3SLSE8cRrw/O7oIsL/UGOSoTnZa8mDIVM/MLr1MgyKyyF72d6f8hLcw2P5V1qCdpgKqXm0BIvMwwPdXnNy5jeH5IueTTI18GI+c66QsykrtYE6QpplxGVZJaP84cx3WTfhN+86u710vpygkFOrICnQXcrOvr65nre70e/d3f/R2bsenAzNYTnvAE7gAisB70VCzTAZ0zOjDYJq/DAcd8fHSk3fMXCXoU8fVY6IB0gQAH767ALOssIMdUH5KibV2gN8e89R52rPK4ZzU+nbtNmSamWbosleWFv4yzrrAczxnmbEBeUa9Tq1EXuUX/Ag26bdrbuUy7O7u0127TPtQWMaAn5bl7gE6Akr4I60TMT8keCpPDETNRY2pCmBksXxHpDP9uY/kJpBySahUgjTYiZUYHCBekGRli9Mm5Y1W9nAYXVUB+guwwxm4ZmNF1plLSWo5mgvgqDa7HL/rRqRR5D9K8MrsC55NlLwKwoK2xcSokOopWCVYGzhiAEchsJLWsksugXhiRoqxKocvUVgZ15NgAkmhGx6rjKAEdkL685S1vYUNTvJ9uuOEGBjpM344yjme/Y1qf4+jLB04L2LHiOILsjqOepnahTI+pJqezprkdZ37I/4cUDhy6dLlLl69cikGNWg3AR50azRY16jUK/EAMTnlCR0AMATrE8FQzQSzsL83+4BixP6TpSeNTaYswQDT7A22T/YDZoQxTGfAYKhjEUtsosIOBkBELBGXNc5FgfGhTU8MclUwmiMHoSGzPTBO9P32+M+TtBpNktA/j0o1dZz0JNvIiYfHSIdzerEQp3UhPPtABfSu0s9/xHd/Bs61Zcfvtt9NwOKTz588nluP7Jz/5Sf775ptvZrO2dKcF22BdXsDY7Sd/8idpoZE1MJ8yCF7YzP0UUGBhAEeGH0eRFLJZg9Ust+XCEpsckGPW0ztxLF7Yv8Qq9g49ZmyOdJkxL5SCwMaYP0fedgYKn+kzZXqCJLw95M2m2+WYviAABIIqrfkBrZ2R5wyYILvdPl3a3qHtnT3a2d2lbr/PL1QM4Hl/YSRsjsijyBO/DElnC4d1oSUCaGATL0uMUDGQR4pcNkvFoJ9rC5lVAXYG61hVm33bIdeOmFXBGVBQtjeQ8w1GhpoNgiEoM0GU7pXLutLZqPni0cGGoprNgQ5SpU42fD3YdLVCfSRGgZs6G6c6zMaAASrXCTPRwYCPD+l3mQlSU8apjk8DsExUdhjNBOEUuq7FDJQQHh0455UK1xun0O0KowMMG80EQd2c5WXF9z9MbfGZffvlAR3ItgJGQBknr9+xlD7HpAfiUuI0gB2HkIHliIMdOk4C6JF1DLngR+41yUlzW4D5sbvXpd29O4huERDC83xmemjJS61WV55kimpqsD9MEESaYSfZHzHIkGR/cO2ctSWb/SH7SmaAYSAkTnebZIDovnyeAaoun1hmZGQZsUuS5qjxddFzQhnXyWR0ZLE10qlpRxlm5N+Qf3Li/wFOx6rDyLs3Uxz/X97y4tDeSH/wB3+gqFry+au/+qt4HWZCvu3bvo1vsl//9V8/lPZhtgYzO/rzb//2b8uZqY8NjmYzNF3kfrVp50FkKlkgR17MlVllTpAjj10yD8gx1qYldDhmBlyOaGfnKEVmn34WNtU4m9EwPlUgicrWAuPCc+fO011vvIGNDB9wv/vRXW+4gc6fO0eNWk3aEG/vxuVQA487VNeBmRmG8epIWoM0tk6cyhZ/a8Op2PxU+WywL4gp7cJOAZSwT4aqO+4QKPNTmHvaDhunYs7FNDFlNgjSyjKjQ4AZXqXMWsUEFUCL8gXR9So2R8wi4e6BlOX2KiaItFdltFHeHsR1unEKXs0EARNFp/tlTxAW+q7YGAyglfYTmeETO82WceTiKPc7ZupzlHF64xh4eh191tF8EU35L79g2uw0nM3slE1O9afPn36/TZcu30lf+LfP0z9/8p/ZWwgm1V/4t8/RHXfezmlvwxDGqH0xJoXBKUxL8Qn1p0chPmx4OjI9jQ1O+ZMyPVXGp9qe1DQ+hUUpDE1hfAq2iViW9pgZgo+UGbL5KUxOsY02QBWbUywL2fxUm6BimZQS41M2P1V71kaoYnIqRqjaDNU0RDVNUZPGqGKOKmafct7jfbDx6Ci1K94DYkO6+j63edvM/ClYxytf+crYmF5/wDqcFPCbwjbwmEG/9x3veAcdhzg0RgfMvmDipePqq69OdDY+//nP0//9v/83d1YFsbW1xdq2tJM5vl+4cIH/xr+gml6+fDkxu2Juk0cRnilVHwYziwYoJtU1y3YzxEFNRseAhAMyJuaNZZulch3WyZCtnPpIXQv2C1H36MTMPlzOkLzEZmFifApyaDXwqVYJyLPPMDk06neovX2Z9na3aXdnh/a7PeoPFWtEUyq58lSWFzVI1gaoUqeAJOZvSUteGNMAM8QEAFyPGRoAHiJLAQfGz0QAEgEfeG7GBCu0/MT3xVPEeL5xO8Ee4RSzyvBVMUEgeYmQIQZ1s+zFiR3RuU5IgnTmFLQ3HMTmpxyOx74imvUyGA7issgOo2U2h6BcOVLSlTJObr9j5j7HkY/TwOo4pDjCzI6T5N+xFBZIEbNTs28bM1U1QIIQOe7u3oD29nfVZjb5fsA+H5C8wOujXhXWh2ZxMC8iZmzolK+a7SHvci2vNWUvlhoqsiyFy45kL7I+2/hUjiMpfSFD+iL7TKa8zZK/mOfHlLqYkpb0On12Yx8QtQcBMMaZIqByCGCgZMiqPLZf+eTKHJyxeX5t973vfek973lP/N1Vkues+MAHPsBMRzAPv+EbvoH9p77lW76FAbf73e9+dJTj0IAO0K/wMUN3Nv7lX/6F3vve93JatkkBauhDH/pQ+ou/+As+4YgwDPk7HM4RWO95Hi9DejcEnNFhNPboRz96sQOoZf8YDrD/RQACk8CNg8pVEHmDzZjFMKNcJY9lshQ2xwJkK1ltOQaTN0cmZvUCyS1vEilSDCJ9LwkmkeqIqCwkccYYXR7AieNSfW2D6q014hwMyPDS69F2Z0Dbu7t0ZWeXor19fpkBbGCgQ79ZUY8TKLok5CcAAILYnArbQw2DQHpZyDmYIaHuLxtGpGy+CvPTgCJkT+mOmBU1chiokGwvmAbBDFIk2WFcyZhisflpJU7BxmUhP7EtqikTVO4GIUUsN8olu1Jn+YlVabBcBsCO/u0HrkheID8JTMmLptVC8gLTVa+K7pLMxqifFoAOlOXjpNUHMzVKoONExInqdxxZ+QqiBDtOM9hxEiUtCwU/ipidpuQusszYLu6X2NTutKnT3abb78B3h2xmn9ZY8gIGW73RJA+TEXGWO+XllZK8jBmeAojQfSHl/TECCJTpqSqv25Ine9HnIV/6ov9S+4j7ZEkDVPN8miao6XPNWV1SwIbZzxtJVoTVwHJi5fuBa2gyU1cZDLAUKlC8Dtd1J074m/Erv/Ir9HVf93X0kpe8hL+/+tWvZiNvmHfDjPsox5Hx6EBn4z/8h//A6NDb3/521sBqLevm5iZ3LhCPf/zj6SlPeUrcoYAJ2zOf+Ux62MMexk7pSPO2t7cXu6HDVf37vu/7eDvsBzM1P/qjP8qdjYU7ny+a3XFE2A6ZMpAJxp4HfQcfBORYpgnnQUGOw44DgQHHyBdknnNRKNOLCp3lJbb6Gss/zHZa8d9BpUqbNY/WNjboYhhRfxjS7u4etfd3qdtuU2d/j2jQVSamI62rSF/s2E1Lr+a9K4BkNPsjkhdusymXkQR0ZFvwvJCXOZdVdnJsYMqaGFeYIEryommRYpgqzBOAJFynNhPVTBBlnoqynFlmkGSCMBvEseXQ2PhDtZkbIhIdTqEbEg0Akqg3t5auaC+VadfyOKaXLeNw4kT0O45slGDHaQc7TqJp6UHCPAeZMp8prI/RfowBvWlumjI7DcMh7ez0aGfnskyRWDYFvk5tW6d6vUnVaoVBDRaAGMwPvR/T8HT0XRmeGl4fyj40Bjsk5e2I/YHQxqdiY66MT+PMKtnmp3FZZZ5hGqDmsUDkvAj8AqBCL3P0d14nnSm0Tlou+o8wkcll1ONYpU+HSGsKlsGZHg7HTKyDCUxBgPsXL15kKQreTWBr5GUag4l22vQcKdX/+I//mI56HBmg40tf+hL96Z/+Kf/9oAc9KLEOsyyPe9zj+O/PfOYzbAam49u//dvptttuo5e//OXcQUHZd77znQmjsNe97nXsio6ZFbia4+L82q/92nIOZIHykiMFbBQEOOZhcSyUyZFqa1YbZ4ncMdQs53oC42We9hxk0L/SLDOHUG8RVkehNmXdQ6bJVYqFZDJBeI2ewDEkL8wEQcYSy6HN9RbZG63YALW3e4V2d7Zpfweyl33q9Hpsfsp0UvXK5xS0oezDU54ZLD9RniBgcAgaAo8NP36RYxEACkftA2wQyZoyUCslPSzKIDUs6gXpAoCDyyyTkE1BxcDUJivsiqO861IU+vwvmCChN84EAdjBZqIOXjqKCaI7UswGqTKjYwDz03DUpeB2MqNDjEhRzuwyr+L+AkOjiMHoMs1Iy1hsnJh+x5FkdVCCal/G6Uk/mxWnUdIyd3pb3mDSeRqZnSa2Yhmq/q1hIiJh3sW7bHe61O5codtuVwCC7Qnbo16nJrM+kNrWVZKW6cwPEwTR6W8zDU/j5TptrchtRualwhQZ7XP0t6wfMUCkLaP9JAxQjfS42vxU72OowI+Y2RGNMz10H07vGf4e4gKyuhD706JmpBF95CMfYZDdjFe84hXsx5EOSDjf9KY30T3veU/68pe/zEbY/+7f/Tv6xCc+McZ6ROA9l2XAPSmpx1GJIwN0XH/99TNRdT73uc+NLcMsi55pyQqgVa9//ev5s4iIqerT2rsihsfSAY4pg71FvWcXyuRYQCrZzPacwjgubI48sONAWV4KSl6S9U7IEKM9OkZYCNeLZ1UlCMja3OBlAAv2Oj3abnfp8vYu7eztUX8wZJoD9s5yF/bKkGPnzgEvU2wOoyMkCUvkZc4GqJoJwgMgGAsj04tkfOEsMQwpKFYG2ByhHdcp/hwqna3agL05mAniEsb6sb+pqi9OoQsmiGJIsLcHZmZQjusV3S2XU90eXfaw5FylR8fJjePU7zjeUbI7lhbHkN2BKAGPgsBHZqHZfT+ymR82DYdd2t7u0/b2JfqyYn3g2SUZXhpUqzeoWqmqKgQSiIEMDSgo348EC0SBGpElvQjx28AbXTgWMj6S8mPeHwySjNLeMiNIMTqS2VSQ2U61SS3h9LfcbxiZisaMDsthS1Od9lYDHGJLKsCHAB6WYUw6xXB2CSHtLl7u4Q9/OL3rXe9KLAty2Bxf//VfH//9gAc8gIGP6667jv7wD/+Q2YgnKY4M0HEcYybAYwX+HTx7fIDMKQdhJaQPvUhmlTGqv64yZx+TjnHqcRzBiY+89mSdlon3mCFbKGO1kTv4ToOcqXS2aclLrMpQxqdgU5ACFZprNWpsOLR1PqLBMKR2p8MpbTv7+9Rr79GgLylc4ywvmKXQWVtiuqlFNpiZdiTZXpD5hDsTmoEiL3dmjjCrw+UZBX0E2ghUgxXsCRIjGQ7xRA5nTEGmGIAkwgSRbDLK+FRliEncr3h2wRtEG6eyEZp0zxiIQRnOMKMAIaTeXbGzfwl0lFHGIqIEO8oYRQl4TI5J52Wq7IU34tkIY38m21xS22bJXZj10e5Tu71Pt91+KwMWrqNZHzU2OwX7A4bMDGSkJC8MOmD/OZIXri/B9oAQhXJkL6NjMo1P43vHipSvhpLrIoukAk5ka5G8aMNTgBxZgIc+pwJ6jAAP9DaQ6UX6LOGRTy+LazLJSHtSwDT7Hve4B33605/OXA8vj0kG3Ec5SqCjYEybMc4dkKYHoQsGPmYZ6M8UU9gbiwA4EHF+7TzWRAEmR55kZRrrRLc5C3CZtV2LAojmihnbchy9OQ7LmHShdcyR5SUteTH3I4CBTc16jT8IyDnCQZ/2ti/T/vZl2t25Qu12m/WdAA04BXQYiS8GXuRI16rACshIYiGoAYqQWyFyR+annJIWsymW1Oez3wYMDtTsDYCKyGXz0lFZ6aZpyUtFG5iCmcH02jBmgTCwEVQodD3uZKAs2gtpDd5QYmLqcp3WYOSYvqoo7NFRppct46jGochXzCjBjqXEMZOxTBq0l8DH9Jh2jkQ2EuXKXWQf2WanzJ6IknKXXtilOy/t0p2XBLCAALZWg8dHjZoAPhp1CvxgJDcxmR+xWfsIyEgYncYmp6a8V9gfseQlS/bCk0nyt6OGslrykpX1xeZ9JyUuuj1a4jKqe1QvUuOGyBK3wt9WIiNxgTIHid3dXZZoPv3pT89cDw8PmGu/4AUviJfBjPRQzLULRgl0LDgKyVriQkegY5wDlMwyQF8EiyNZycFBjqXE3KyZJYAcZZwoprH5vNAMrawsL2Z6Ve27AedsoPHrzTpZ0VX8Qt7vdGm33aGdzoAub+9Qf9jDlEiczhaf+LZkYSpkIyrLCzMyRp0dtvtQGwuzQ6eljUUx3BhtfgqAJQZJQDIJVZ3420iDK94earZEmZ/qWQxJnYukdgKscHuzzuUKfkzFGR3lD7yMMvKjBDuWFsdMxpIVpXHpwUOfv4nMjxyz01zmB5fR7I+Q9ve3+XPbbfBocMjzfCV3AeOjxkAIsr5o0CNmfoA5qvsASvISMz8YhxVAgrkUpkQmJXtBWQ1ODFXfRZgbcnym2Wna6FQkLnI8ZprbUZuSQMeqDcbn8egomnblP/2n/0Tf+I3fyHKVm266ib08wAhBClnEM57xDE6/DoNSxPOf/3x67GMfS7/4i79IT37yk+ktb3kL/e3f/i391m/9Fh31KIGOJcVYVodZ5C1jO1nwj2sWeUcBw8yDAByLYHKMRUEmx7R2jbWtYDvSbZk3MttwFMCxE8gkmdmfoyBzZO4sL+ydocy41L/MeEgBqgyOMEAhsxi1ZoWqrQ06A4pmFFGnC+f1Xdrb36f23i51O+1RdwZ1IOWcPibOgOLGzuOoC+lsLcXoEBlJZJSVzBQEE1MGLGzJlKfMRNk0VclWRLrCR0OWF6isMEiF64t5qgJzwACRY7WYzYHypqHZKqOUrpRxouLQWR2I0qR0aXGM2R06SlnLYaW4nZDmNlFm3Oi01+vSnb09uvOSyBsAWNRqyO6C1LYwOm0yGMItMCS1MatC9QVM5ocGQeK/LeXBoWS+IpdxOIWsbkfMGon3k212KvvMMDxlQ9LRsQ2sPg2j/ogRs4Jg6W/B32/RX8oXv/hFBjXuuOMOOnv2LH3lV34lfehDH+K/EUiFDjNtHY95zGPozW9+M/3ET/wEvexlL6O73/3unHHlfve7Hx31KIGOFcVM8pZ0TOrQ5w105xwEFM0IchRAjsSM94zHPQnkSMdckpUpMZXoMwvQUqAth5VtpYzFZXlJR+59mwDYzHzyxGkyNzc3+APgAUwKgB3tK3fS3s4V2t+5Qv2+ZF/RkhfR0EpKWrb9UF4iwipR5qeKASINA6MDPhujjoUDIzIAJmxgmppfwmwLZ7+1KFSpZXWDUQeyrYDwgfSy+n2bJVtZNigWhkjTVyDrSildKaOMGaNkd5SRHyXgsWK2x0S/D5rN88NgfuztXaH9/R269VZSrA/x+gDogX+r1erIuDQMx5gfoxSy4p6h69FGp2nmh2Z9sBuIYXY6am8/ZozIwr6RpQW+Hf2x8zKI+hQi88pKgcPiBqhFt3/LW94ycf373ve+sWVPe9rT+HPcogQ6DhCZhseLlLdMigXMak4agC2CxVEI5EhFIZAjb5uDnN55C09o11Kfk0uY5T5u/hzHFdg5UJaXaDIbRAeDE7FWVkyr/HqdWhWP6OwWWeGAer0e7e63abfTo912j/p7+wJs6B2A7MHftc+G1rUoVoaSvEjXAiZhSoKCclims7Xw/mxhf4SqjSx5GV07ziaDro2Su7Bxqim1WWHA46QQo6MEOsooo4zDjhMgY9FRylkWH+b5nJrhZUp2l0kZXkbLQ+r1+nTpUocuXbrESyBtqdfqzPhgs1OwPsAuVaao2udDe4fEqW0zQA8meSjWBQMfcepY6Z9IPhfFKI29QGBQKpHw/jBiEPUoYiPU1b3Xxcy9eJkysqMEOhYUWe+T6fT0AoyCedpUhFq/IPZGYUlIBqAxL5NjkmRllmPIPV0LMiAtWv9xZnOcZNlKevvEfbdsI9S83bOT+ehvc3t2D08xmRJZXjDxYdnkVX3aqDVpHawM26HeYEjbO7u0u7dHu7t71N7fE4BDl1XZVTCLEkteFGAhxqmj5nHmFJXSNgod2darjO5nSFccdHAknWxg2zSEp4hOLwuERR8bN35193Y0HFJkmqPMsH0ZZZQxa5QylqXFCQM7dJSgx2KjyPlUWV4nSl7y5C5po1O8Krd3OrS9c0cMMPh+VUxOm032/IDXhyqg2B8jc1O9n7Fl6b8TDNf02MSe+B1GpMOwt9LfkQAdy5WunKYogY4lxtjsa9HySx40zfK7PSiDY5EsjklMjmm+HNPaeeAsKxPaM2ubVsnmmCbTPo5sjlMfE4C2vCwvo3LJlK9cxrY5VRk6HFLOomGvS71Omxkg1gAv/4H8RjidLcAKl2UonX5I8OQcRCOwAj4f7Ncx7JEV9sjqteMbMfICLt93K9QfRtQeRkwVRau0v0fdt8kedFVdo1fXzs4OLTPKrCtllLGKKGUsZcwWJcPjiBudziF30eu63T3+XLp0B8td0A8B28NR7/wREJFkYOSBGWngIndZzrMHvZBO7xKFYVsxO/ShLvE9D7+0VaddOcFRAh0riFy52yHErL+FRbA4Fg0gzJthJX0s88pplhkz3RMr8gk58P4P6QY/jrKVww6d4WVk5Jv09tCSF/bZgG9GtUK1SsBABw37UlYDHY7HAATYIN2BAB3DUPLcg5ChTUmdYZesYZ9oWMd0idKm+Fx2CKAjjLi8vtsdVb7mWlwvt9GU5RiGWUszI7VLM9Iyylh+lOyOhccJYnWYUfp3HG6kz/sY8DFV7mIn5TOG3MXM7sKsj22YgSJGaWknsTb0/mcBOKatRzv6gysURd0UuLG8+65kdCw2SqDjmMhcFlXPYQAcS2FyzCBZyTqWmdLbxjsrnvElczfzJG5JFyoIcuQN+o96f6dkkhw8w8tY+Yyi6XS2WYHfiv4NaeVIcifICMNalBETRO0LoAbQEcs209Ia5WwkjkUlmg0i6WWlXsnWEjNc9f5m9OZZdJRARxknLo5E5pVJUbI7FhonIBNLXpSAxzEAPjJne9MeH2SYhIr8E14dcXF+94NRARBE78ZkiOB/hl42FTp97awhvh+qjcxcjY50etny/s+PEug4IkD5Yb5/FgVuTAU4DurHMQHkmNs7dBGMkwmSgYWAHGWc2FhVOtv8HSugQv89QfIyns5W/U5UirY0GwTghNbzKi9TeWayphbggfH64WwvWC4a4BjYiCLZT7rNK4xwGFJYAOjA9mWUUcZJZXeUv++jGKWc5RiZneb1e6zZwQ9Zn342jKQlo1D9mgPcGpwJZuU5V8rnzKKiBDpOIStwEb4bRWaM5wE45mVxTDq+PMnKQdkTWW3KaldeTB2TTmpPFtWuYKrgsV0e4IY+rvKReY95laars4IdhU2Oc4CDzN2YP2t2Ox/9nczyImwQzQRJ//aY0WHc1+ZvXbYdGb1a5rLDYHQU9OhgOU4ZZRz1OPKsjqMIeBzz3/YJZnYgSsPSoxl512I2AMTI8JbogmCSZhYAYgEgBfpeK7yf5pOulPd7XpRAxwIi3Vc4iu+QWcGNWaUdU8GNJQEciwY5DluuUpQBsyiQI+/4D5NNclgAy3Fi0KTBjkMDlhQTJP1bncgGsSaXjVO+qUwxY2UP6TIVlq7A0KSMMo5DHBuwA5H+Da4S+DjmAMdJmKErGCXocfRj1uvC13Lsfh1leTlpUXp0LDZKoKOMMsooo4wyciJCBhiV6nbW7csoo4wyyiijjDKKhghXCvrylVBHbpRAxylheBQy4aQDMAByWAhzp47N8A1YFJPjQFlgFuzLMdaeBcWqJCuniVVx2GyKg5qTLmz/ExhN6QnDzJS25m9uLJf9bOm5V3ENwjAs5LtRenSUUcZJYXic4N/yCZexTJJIlIPCE+L3saJ7d+X3i4U+WNExSXlP50UJdCxgUDZVE38EgY9JMelwMgekE0CCw5KqLBXkSMU8IMfUrDQLyLKysPssZVY5a/2ritMGsBxWTDtX6esw9bJMTfU2ufiq7jlIUYrIUUrpShnHKo6VfGVS5L0ziwIgJxjcOKUylnSUmVpOcFrbOfZx1KLMurLYKIGOMsooo4wyypggRQkLzJaEpXSljDLKKKOMMspYmXSljLwogY4FzGpmLZs02ziRir3Cu3UmdvqkBi1JpjIrU2JWuUrRDCtof2b75mjj0tgcORlo5qk/sw1F2lLGiTNeXVo62wXXu8i6J5qRFqCRYvsyyjhWcWJYHVlR/h6nximSsZhRMjuOf5zMa1c8vezJPA+LiRLoWFIUBT/icofY15g6CJoy6D1sgKOQXGWerDATwIWF+XIUBDmyYlJblgFyHHSgeRrT2R5HmY6u29zPMs7/LGDHKq87MthFBRgdpRlpGWWUUcbxiRLwKOPIZV0p6NFR3rv5UQIdBw0MBqcMPGcZaKyy4z7zgGeGge7c4MYUgOOgfhxFPTnM45gGxhwE5DiwT0jBczZ3HAOQ46SzKo5qrOJZNQnsWDW4FRaVrpQeHWUcxzjRrI4yZopTyuzQUaakLeO4SldK8Up+lEBHGWWUUUYZZUyUrhSQ8ZTSlTLKKKOMMsooY44o08suNkqgYxGz3lmz3zOyPOLNDxtBL+DFsEwWxyL9OOaRqxRhcxS9ZBPbNdMOpp+7wrucNYtOwft57rqPAavitNW7yCjSDr2tPu7DkimBoVGEpVEyOsooo4wyjneUKWnLOLwoPToWGSXQsayY0ethpXEAY8lp4EYusLEkgGOaH0dRucqhghxL9uXIakNmO2ZtyzFPKVtGGYXTyxbw3Sg9Oso4tlHKV8pAnHIJS1aUspYyVhXC5xgWLFPek3lRAh1llFFGGWWUkRPhEJ0Oq9D2ZZRRRhlllFFGGUUDkEVRRkfp0ZEfJdBxGHGMUnZmMTmmsje44Pg2i2BxLMJ49LDMR8faNqF9k2Ke9hyIzTHjtcxqT95mR0VKUcZq4jhfbzA0isyWlIyOMsoo40QEXuDH+Nm9rCiztJSxzECWt8JZVwoYpp+2KIGOg4QeAB4j4KJozARqLAjgKOrFsYj0scuUq4zXPUeWlQntmbn4CQM5jms62+NYbxnFgQ4qgY4yjnOU8pUyzCjBjomARwl2lLHoKKUri40S6CijjDLKKKOMRUlXSjPSMsooo4wyyihjRWakpXQlPw7JFfOEBWa99ec0H3uKeaA/8bJo9MlicmSxOcDkyJOqTJSrpBgKYHKs2ny0qJwme0f591TeuZy4uwMakC6yLaeJzXGQOM5sDtR/2G1YiBlpwU8ZZRzrOOa/2TIWHCXDZyKrI52hpYwyDhIRj4eGhT5RwX78a17zGnr4wx9OzWaTzp07R9/yLd9Cn/rUpyaWedOb3kSWZSU+lUqFjnqUjI5FR3pgetJkLTkD77zB2LT+Uh64kVt9wcwqsk0xgGORkpUDeXIsWLKyiOxAs7bjKPaLDnPAfdwG+0tLXXwI7ThohEPMrRRIL1tKV8o4CVFKWMowo5SwTIwyK0sZxym97F/+5V/Sc57zHAY7BoMBvexlL6Ov/dqvpX/6p3+ier2eW67VaiUAEYAdRz1KoOMAne+ZOvJ5M/JHHQCZgZ2ySHCjCMAxKythJoBjwZ4cE3/zC2RyLB10OaDXysxtOCZxnFkVhxEnBeRAREPAHFah7cso40RECXaUYUaZdnamSDM8SuCjjCIhrmDDpUpX3vnOd46xNcDs+Lu/+zv6qq/6qtxyADYuXLhAxylKoKOMMsooo4wycoLlKGXWlTLKKKOMMsooYyV8juKMjuFwSNvb24nlQRDwZ1pcuXKF/93c3Jy43e7uLl133XUUhiE95CEPoZ/5mZ+h+973vnSU4xSaShwsEjP+hg9F2o+isLdFjtfF0qJg/ZOO1fTemAT0Z/lwaA+OSVlV9KpMvf9B/TjU8qxjKhpp1smifDnmadcy0trOGnNlW5mhPUdlhn+VcRyZJCeJzRFLVwp+yijjxEQ5e19GGQeK0sejjHmgjmKfiD7ykY/Q2tpa4vOa17xmam0ALV7wghfQV3zFV9D97ne/3O3uec970hvf+Eb6kz/5E/r93/99LveYxzyGvvjFL9JRjpLRseDI6qDP1fE/RGPTWQYZRQ4pC9xY1iDdBDhmkaosyo9jIcajqbalr8PKQI4lyFZyfwMznp/TaEJ6HOMkynSisKB0JSylK2WUUcYJjlLCMldosKOUspQxKZhDGhWXrsBv413veldiaTADmwNeHZ/4xCfo/e9//8TtHv3oR/NHB0COe9/73vSbv/mb9OpXv5qOapSMjjLKKKOMMsqYIEUpxOhYctaVn/7pn+YORq1Wo/X19cxtvvCFL9CTn/xk3ga625e85CVsOFZGGWWUUUYZZRx96UqR/1DGcRw2CzU/wRSg47nPfS69/e1vp/e+9710zTXXFGqn53n04Ac/mD796U/TUY6S0bGCmDYjvOpZ0KIz1PM2TzM5pjE4Fs3kmMd49KixOdJxlNgck9qSdalPM5vjsOo+DGbFouosctyrOE4AHUj3NvP2SwY6er0ePe1pT+OZlTe84Q1j66HTBcgBw7APfOAD9OUvf5me8YxncKcEetoyyigcpSlpGWUsLEpmRxmTI1y6GWkURfSjP/qj9Ed/9Ef0vve9j2644YaC9Ulf4+Mf/zg96UlPoqMcJdBxgEj3feftBxwlavwixw2zABwzDYwXDHAsQ65ymiQrs9af2Ya8thyiVGtZcVxBjsN8Hs2VRnnJYIcAHeGRka785E/+ZOySnhWgriJF3Hve8x46f/48PehBD2Ja6Y/92I/RK1/5SvJ9f6ntK+OERgl2lFHGQqMEPMrIAyGK9Dl0mSLxnOc8h9785jez30az2aSbb76Zl8PXo1qt8t+YILn66qtjn49XvepV9KhHPYrudre70eXLl+nnf/7n6fOf/zx9//d/Px3lOHmjizLKKKOMMso4ZDPSbrfLDujmB8uWHR/84Afp/ve/P4McOp74xCdy/f/4j/+49PrLKKOMMsooo4x5Yz7pSpH49V//dc608rjHPY6uuuqq+PPWt741IYEFI1THpUuX6NnPfjb7coDFgT4FWKP3uc996ChHyehYYBSl9B9WHLZ/1Mwz/0eUyTFRrrLADCuHnWWliAFpofu7yOz4IUpHyji9mVYWIV153eteR6997WsT617xilcwq2KZgZkZE+RA6O961qaMMuaKktVRhhm4F8p37IEjLyNLyfQ4nTGvGWmhraPp20PSYgb6NPgctygZHSuKdArWIp9V7G+ZoVPEmqlizRSsY5KPjJSxWaljAW7oz/iGyTS5i0gfax6LeQxjbZ8zDhXkmAK4FGlPbjsKxmGDHMfNI+M4x1EFOcy02EU+iBe+8IU8Y2J+fvzHfzyzjpe+9KVkWdbEzyc/+ckVH3kZZWRE+Wwrw4wj/Ow+7lGmpT2tMV962TKyo2R0HAMw+zj2K/LeffMaU86UNnaBDImlsjgWyDRZBsiRFQsxIM1rS0F/Dr3rSf2rwwZZjmvdxw3UWcW5GsIWrMAxaqADbudwPZ8lXvziF9P3fM/3TNzmxhtvnGlfMCH98Ic/nFh2yy23xOvKKOPAUTI7yjCjZHYsNUovj9MV83h0lL+//CiBjjLKKKOMMsrICVhuFCGRKouOQnH27Fn+LCKQjQUpaG+99VZOLYt497vfzaDLUdfSllFGGWWUUcbpDkBaRaUryzVBP85RAh0HjPSkxmkE1aZN7Bw0vShvOm3Wf0VMjkWzOQ4kjzhkX46sNmS2Y1Jbcq5r3nlZCYPqGPuCHEcmy1FnsIDNAVZHke2XGTAIu/POO/lfpHf72Mc+xsvhhN5oNOhrv/ZrGdB4+tOfTj/3cz/Hvhw/8RM/wS7rYJmUUcZComR1lFHGypkdJavjtHh0FMy6srTWHP8ogY4Fx0kHPmbp1ywC2Jg5jhPAwTvJB2wOW7KyCF+OQnEAkGOZspXT6gtSghyHx+goEi9/+cvpd37nd+LvD37wg/nf9773veyg7jgOvf3tb6cf/uEfZnZHvV6nZz7zmZwarowyFhol2FGGDn0fnLRO7xGLEuw4DVFKVxYZJdBRRhlllFFGGRM8NwoxOpbcCX3Tm97En0lx3XXX0Tve8Y6ltqOMMsooo4wyyliGFWlRRkcJdORFCXQsOfImO446+FZkkmbqTPKimRwZTIBFMjmmGo8ugM1xkPZOZHPM2q4DGpBmtWOsLUXasyDJynFkNRyFKNkcx4fRUUYZZZRRxumN0pz0ZMc8ZqTlvZAfJdAxR2QNpop22mfdfBmAyEHGFzMNJFcgUVkFwDE3iLCkDCvp9i1KojGPZGWqdGZaFMi0clxAjsOuv4zlRC+MyLJmv7b9sr9RxmmKWdJglXF6opSwrCxKGctJjZDCqF+oBDggZWRHsbyOK4wf+qEfIsuy6Jd/+Zenbvv617+err/+eqpUKvTIRz5yLLVep9NhI7YzZ86wWdtTn/rUON1eGWWUUUYZZUxkdBT8lHE8o+x3lFFGGWWUcRQYHUU+JbB4zICOP/qjP6IPfehDdPHixanbvvWtb6UXvehF9IpXvII++tGP0gMf+EB64hOfyKn1dLzwhS+k//2//ze97W1vo7/8y7+km266ib71W791obO2WJ71WQQ4vujPrMc58/Hwj8z4LDIw85/BiNCfeFl0cOPRNFti0WyOrDbP276xmPXcZ5zPRUhWctuU14b0pqlzM6ktJ3Hi8DDZJMdVtrIq01nOulLwU8bxi6Pc7zgWUd73ZZz0F/URZXVoKUt6mflfGccp5gA6SmbP8QE6vvSlL9GP/uiP0h/8wR+Q53lTt/+lX/olevazn03PetazOKXeb/zGb1CtVqM3vvGNvP7KlSv0hje8gbf7mq/5GnroQx9Kv/3bv00f+MAHuFOz7MgDDBYFhKy8XWlQY1kyldSAPAvcWAnAcRA/jhxPjgO3eUEgzKLAoszztYD7ogjIMdM9u8Q47N/ycZXrzFunWe+ygZqS0XHy46T1Ow4tSrCjDDNKsGNlMQ3UKMGOY5ZelsKCn/LZeyyAjjAM6elPfzq95CUvofve975Tt+/1evR3f/d39IQnPCFeZts2f//gBz/I37G+3+8ntrnXve5F1157bbxNVnS7Xdre3k58DgNwWNZnplgFqDEB3OAmTAA3lu7HMe8xL4jFods40ZejiPnoBDPUedqS2Z5Z2pGKg6a1nQpyHHF/jMNMKXsYschzvYrjLxkdJzuOSr9jVX2OpUd5/5dhRgl2HJkowY5jEqV05eQCHa997WvJdV163vOeN9P2t99+Ow2HQzp//nxiOb7ffPPN/Df+9X2f1tfXc7fJite85jW0trYWf+5yl7vMdUxllFFGGWUc3whLRseJjqPS7yj7HGWUUUYZZTCjoyDQUTI6jiDQAYooDLr0BxrWX/mVX6E3velNbAZ22PHjP/7jTD/Vn3/7t3+bjfGwCvbDouKw2z+FxZElq1gEi2OpfhwLSiGr25r4fhA2h1lsQfKfwml3D8jmKPxYMNsywZfkOMo3FhGn9biLRlE2R3hKzstxjKPc75ipz3FcovwNlFHGkYzSs+M4BJ6fYcFP+cw9cullv+mbvomdynXAsAtGXqB26sCsyYtf/GJ2QP/c5z43to+trS1yHGfMyRzfL1y4wH/jX1BNL1++nJhdMbfJiiAI+HOgKDJgLpBuc2F1rjrmGGwuqr+UtfuFeHHMMIA/KMDBy+YFYqaAHPO2qfC5WxLIMdEgd0Ldk9pwXFLKnhag4bCPmVkaBbcv42jGUe53LKTPcZTitDhJlzE5TuF76jhEmZr2CAdPPhYcj5S/s6PH6Gg2m3S3u90t/vzAD/wA/b//9//oYx/7WPyB+zl0s3/+53+euQ9QQ2Hy9Rd/8RcJvS2+P/rRj+bvWA9zMXObT33qU/SFL3wh3qaMMsooo4wysqL06Dg5UfY7yiijjDLKOMpRmpGeEEZHOpBrHh8z0FHA7Mc973nPeNnjH/94espTnkLPfe5z+TtSvD3zmc+khz3sYfSIRzyCZ2H29vbYDR0Brev3fd/38Xabm5vUarXYXR2djUc96lEHa7Q5U3xQJsVRZmLMEzMwVCbNZi9irDATi2OBTI6DmmouVK6yoPbNfA4LtCOvLUXaMHM7SjbHwus+SP3HkcGiiaFFti/jeMSx7Hcc51jkb7hkh6w2SgD3xEQ5KD7qIR4dZZwwoGPW+MxnPsNmYDq+/du/nW677TZ6+ctfziZfD3rQg+id73xnwijsda97HbuiP/WpT2Vnc+S7/7Vf+7XFNmxR0pODxLJ/GAc8xlkHOfO+TyftfmGDpJxzcOCB4yIAhYLtm7T7A4ELc7Rl1vpnbseUe/Uws6wcdhw2wLPo+P+z9x7wklTV9vCu0OnevmHuzDCRIQcliAoiRhCeqDxEzFn/8lARFOQphqdgxizm9IzPhPgpZgwoRkARUZAgYQjD5Jmbb+eu77f3qVN9qrqquqpz991rfj23u7qqzjlV1VXnrLP22lqH60MqjRgdQ1Z0DB/6od+hDk44xp4H3ozlDSYrhhk4lqs0sQ3DD5pl8dMiCjDVG87S7Ni+nWZn+hJMdHQ0BWkzg/eobWmb+qRXRIdfvZogOuTuWyY6GqAdRMegKjp6SXR0os14b16zdi0ZOLbz3rx3716a7f/vxP6QjHHvK1hV+GjpXpienq7LusFgxO1zABhEbahgooPBWN5goqPXwONfaXu/A7N/ffKTnwNdT8farlrNw/nnv4bUhYwBV3Qw+lxV0o4BTRv7cK2GN7Ta1mbaElrnJuoaVL+4dWtHvRpdF1Hq1GtFQa9Jll62v99Ijm6AFR2MfgMPcpoHk0QMFfxbYvQn4k5c83UcBCY6GG1BP4UCdGNQ1Kn2trPu7apju+o06CqKdqDXJMcgqkh6TWxVY2ZdwfUZDEZ/gge2DAaj/9OucChKu8BERxMd9sAZ8mUyk9frwWIQunX8O9H+dtedSY7+rEMvyx5ksqGXQIWGzooOBoPBYDAYXcq7Encbhj+Y6GAwGAwGIwAVK14edlyfwWAwGAwGIz6wE8GhK+0CEx1thN+M6aDNhParWiMM3TzGy0nN0S4MupKiXXXo5XkZ1LL74byzooPBYDAYDEbXwP2ItoGJjjbBr0MeFubSyn77bZDRyUFUPwx0OolhJzlkG/uxXozhQKevLfTn0GP8TOMmhWMwGAwGg8EQ4NCVdqJ/0nQwGAwGg9EnSCaT9ICchXKs7WahRNvh9gwGg8FgMBhRMDY21pNthxlMdLQwS62+vGiHkqOZ2X6pImlGTdKoTZ2Ct9wodfC2M8qr32aOO3GMh1UB0y/qqF6GYSzHsnupBMpms3AEjMFfYDrWdn+BGTgSxmFkZKRjdWMwGAwGgzFcOPfcc211Rpx+k1hfbMvwgkNXBjS9aDvLjzMQ6XY2j14NdLpR7iCEc3jr2OygtV3hK3IfrdRD3U+366Bu00wd2lF2s23vVbvDyu30b+i3uzfD+lX7wBbIwUbINFz/AcjBLijCP/du7Wi9GAwGg8FgDBfWr1+PvR07CNaw34fBkgG2sHbt2i7VcrDAREdEWHYne35+vqPlMNHRmfLilNnucocJ/TI73w/GoMtVJdGrdgcRHfKeLO/R7cTKlSvh4TAO18E0PAvSoIV0Oqpg0XqPgAlYsWJF2+vCWF6oXc/DqdJjMBiMwYXVsX7H3NwsjI+P22VEITpwbDrb9noMC5joiAjZmT7k4IN7XRUGg8Fg+NyjJyYm2r7fa3LbYHUmC3fCIhwK2cD18PsSVOG3+W1trwNj+aE2qRI3zSCDwWAwBrXfgV4bn/nMZ+A1r3mNTXRooWloP//5z1OoLcMfmtUJOmoIUa1WYevWrXQBaj4zknNzc7DvvvvCAw88YDNxwwdu43CA2zg8WA7tbNRGfIRhZwMln7reGdupb3zjG3DOS14Oz4P1YPpYWyHBcTlshS9+6//gBS94QUfqwFheaNTnQPDvfzjAbRwOcBuXTxs73e8olUq2oTnuO2j/SIJXaV3TZN1CEPjIRAReyBs3bmy4Hv4ohvXHL8FtHA5wG4cHy6GdYW3shJJDxQtf+EJ4/UvOgltgHo6B+rJuhnkYAQOe97zndbQejOWDqH0OxHL//Q8LuI3DAW7j8mhjJ/sdiUQCrrzySnjGM54RoOoQao4f//jHTHI0AGddYTAYDAajwaDz8qt/Dn+HWciR8VcN+PkmmIUrrvllxxQlDAaDwWAwlg+e/vSnh4Qv4jINTjvttC7XavDAvTIGg8FgMBrgSU96EqyFNNwIbtOvv8EsrIc0PPGJT+xZ3RgMBoPBYAwPMGTx+uuv90k3Kz7/9a9/CQxrZNTAREebkEql4JJLLqG/wwpu43CA2zg8WA7t7Kc2/vTmv8BtsACzUKLPM1CC22EefvavG3pdNcYyRD/9NjoFbuNwgNs4HOA2dhePetSj7LCVap2a49hjj+1hzQYHbEbKYDAYDEZEPEQbgyJU4T9gNfwSdkEadLjV6mzacQaDwWAwGMsP99xzDxx00EEAYNhLKrB582bYf//9e1yzwQATHQwGg8FgRARmwthvw0Y4DibhBpiB+7dthbVr1/a6WgwGg8FgMIYQmuYOwLAsTjseFRy6wmAwGAxGRGA6uaNhHK6FafrLJAeDwWAwGIxOYffuXY43x969e3pdnYECKzoYDAaDwYiB+fl5eMr4fvCL+fshm832ujoMBoPBYDCGGJomQlcsy535jREOJjoYDAaDwWAwGAwGg8FgDA04dIXBYDAYDAaDwWAwGAzG0ICJjga47bbb4OlPfzpMTEzA6OgoHHfccXD//feHbnPFFVfA4YcfDul0Go466ij42c9+5voeRTQXX3wxrFu3DjKZDJxyyilw5513Qq/x6le/mnIyX3bZZQ3X/fSnP02Ov9jG448/Hv7yl7+4vs/n83DuuefCypUrSdr9rGc9C3bs2AHdRqlUgje96U10HvD8YXz9S1/6UjIUHJY2RqnrIF+jl156Kf3uxsbGYJ999oFnPOMZcMcddzTcbpDa6MX73/9++i1ecMEFQ9XGBx98EF784hfTbwbrg3W+4Ybw1KzXXHMNPOIRj6BUbwcffDB89atfbfn6ZzD6GdzvGOxn8nLodwxzn2M59juGtc+B4H7HMgeGrjD8cdddd1lTU1PWG9/4RuvGG2+kzz/84Q+tHTt2BG7zpz/9yTIMw/rgBz9o3Xrrrdbb3vY2K5FIWDfffLOzzvvf/35rYmLCuvLKK61//OMf1tOf/nTrgAMOsHK5nNUrfP/737ce9rCHWevXr7c+9rGPha77ne98x0omk9aXv/xl61//+pd19tlnW5OTk67j8upXv9rad999rauvvtq64YYbrEc/+tHWYx7zGKvbmJmZsU455RTr8ssvt26//Xbr2muvtR71qEdZj3zkI4emjVHqOsjX6Kmnnmp95StfsW655Rbrpptusp72tKdZmzZtshYWFgK3GbQ2qvjLX/5i7b///tbRRx9tnX/++UPTxr1791r77bef9fKXv9y6/vrrrXvuucf6xS9+QffVIOA6IyMj1oUXXkht/OQnP0ltvuqqq5q+/hmMfgb3Owb/mTzs/Y5h73Mst37HsPY5ENzvYDDREYLnPe951otf/OJY2zz3uc+1TjvtNNey448/3nrVq15F76vVqrV27VrrQx/6kOuhmEqlrG9/+9tWL7BlyxZrw4YNdEPHG0KjDgc+sM8991znc6VSoY7KpZde6rQHb35XXHGFs85tt91GdsH4wO818KaOdbnvvvuGoo2N6joM16iKnTt30nH+3e9+F7jOoLZxfn7eOuSQQ6xf/epX1hOf+MTQTsegtfFNb3qT9bjHPS7WNhdddJF1xBFH1N2XsRPa7PXPYPQzuN8x+M/kYe93LLc+xzD3O4a5z4HgfgeDQ1cCUK1W4ac//SkceuihcOqpp5J0DaVJV155Zeh21157LUm1VOD2uByxefNm2L59u2sdlKfivuU63W7nS17yEnjjG98IRxxxRMP1i8Ui/O1vf3PVX9d1+izrj9+jdFNdB6VumzZt6kkbvZidnSWJ3uTk5MC3MUpdB/0a9Tt/iKmpqcB1BrWNKEk+7bTT6uo+DG380Y9+BMceeyw85znPofvpwx/+cPjiF7/YUhubuf4ZjH4F9ztg4J/Jw97vWI59jmHudwxznwPB/Q4GEx0B2LlzJywsLFDc2lOe8hT45S9/CWeeeSY885nPhN/97neB2+GPfM2aNa5l+BmXy+/lsqB1uokPfOADYJomvO51r4u0/u7du6FSqTRsYzKZrHug96qN3vhWjJ19wQteAOPj4wPfxih1HfRr1NtBxhjSxz72sXDkkUcGrjeIbfzOd74DN954I8UGR8GgtfGee+6Bz372s3DIIYfAL37xCzjnnHPovvO1r30tdhvn5uYgl8s1df0zGP0K7nfAwD+Th73fsdz6HMPc7xj2PgeC+x0MJjpsfPOb3yRjJ/mSpkNnnHEGvP71r4djjjkG3vzmN8N//ud/wuc+9zkYhjZix+njH/84mezgTMMwwNvGP/zhD853OBPy3Oc+l8yS8MbHGDzg7MMtt9xCD+hhwgMPPADnn38+Xb9obDWMwM4imnu9733vo1mVV77ylXD22WcP7P2UwWgV3O/gfgej/zGM/Y7l0OdAcL+DwUSHDXQ4v+mmm5wXdjBwxuGhD32oa72HPOQhoe7na9eurXPAxs+4XH4vlwWt0602/vnPf6YZJJQ9Ylvxdd9998F///d/k5OwH1atWgWGYTRsI0q7ZmZmAtfpVhtRsqZ2NrB9v/rVrwJnVQahjXHrOkjXaBjOO+88+MlPfgK//e1vYePGjaHrDlobUQaJv0V8IMvfIg4IPvGJT9B7nD0Y9DaiC3u77qf4+0X39GaufwajX8D9Du53DEob49RzkK7P5drvWA59DgT3OxhMdNjAFFKYQki+MK4MU0t500n9+9//hv322y9wPyeccAJcffXVrmX4gMPliAMOOIB+COo6KIe6/vrrnXW61UZkNv/5z3+6HtCYBg3jZlHi5QeUTT7ykY901R8ZU/ws64/fJxIJ1zp4HPHG0u024k1JdjYwxdWvf/1rSjEVhn5vY9y6DtI16gecCcPOxg9+8AP4zW9+Q/VrhEFr48knnww333xzXWf5RS96Eb3Hh+qgtxFlv+2+nzZz/TMY/QLud3C/Y1DaGKeeg3R9Ltd+x3LocyC438HgrCsNUp+hw/UXvvAF684773RSDP3hD39w1nnJS15ivfnNb3alXzJN0/rwhz9MbtiXXHKJb/olTEOEKeP++c9/WmeccUbP00tJ+LmfP+lJT6K2q2mV0EX5q1/9KqVeeuUrX0nt2b59uysFGqbi+s1vfkMp0E444QR6dRvFYpHSW23cuJFShG3bts15FQqFoWhjo7oO+jV6zjnnULqya665xnX+lpaWnHUGvY1+8DqgD3obMesA1ve9730v3U+/+c1vUgq3b3zjG8462D5spzfNG6baxDZ++tOf9k3z1ui3ymAMCrjfMfjP5GHvdwx7n2O59juGrc+B4H4Hg4mOBvjSl75kHXzwwVY6naZ875gb2ntjeNnLXuZa9t3vftc69NBDKccypij66U9/6voeUzC9/e1vt9asWUM/lJNPPtm64447rH6AX4cDl+ENTQU+nPFhi23ENEvXXXed63u8qb3mNa+xVqxYQTeMM888kx4S3cbmzZspJZjf67e//e1QtLFRXQf9Gg06f5jjfljaGKXTMQxt/PGPf2wdeeSRVJfDDz+cBnMqsH3YThX4Oz3mmGOojQceeKDrvEf9rTIYgwTudwz2M3k59DuGuc+xXPsdw9jnQHC/Y3lDw/96rSphMBgMBoPBYDAYDAaDwWgH2KODwWAwGAwGg8FgMBgMxtCAiQ4Gg8FgMBgMBoPBYDAYQwMmOhgMBoPBYDAYDAaDwWAMDZjoYDAYDAaDwWAwGAwGgzE0YKKDwWAwGAwGg8FgMBgMxtCAiQ4Gg8FgMBgMBoPBYDAYQwMmOhgMBoPBYDAYDAaDwWAMDZjoYDCGFF/60pfgyU9+csfLueqqq+CYY46BarXa8bIYDAaDwWD0H7jPwWAw+g1MdDAYQ4h8Pg9vf/vb4ZJLLul4WU95ylMgkUjAN7/5zY6XxWAwGAwGo7/AfQ4Gg9GPYKKDwRhCfO9734Px8XF47GMf25XyXv7yl8MnPvGJrpTFYDAYDAajf8B9DgaD0Y9gooPB6GPs2rUL1q5dC+973/ucZX/+858hmUzC1VdfHbjdd77zHTj99NNdy0488US44IILXMue8YxnUIdBYv/994f3vOc98NKXvhSy2Szst99+8KMf/YjqccYZZ9Cyo48+Gm644QbXfrAsXHb33Xe3odUMBoPBYDC6De5zMBiMYQITHQxGH2P16tXw5S9/Gd7xjnfQQ31+fh5e8pKXwHnnnQcnn3xy4HZ//OMf4dhjj22qzI997GM0K/P3v/8dTjvtNCoPOyEvfvGL4cYbb4SDDjqIPluW5WyzadMmWLNmDfzhD39oqkwGg8FgMBi9Bfc5GAzGMIGJDgajz/G0pz0Nzj77bHjRi14Er371q2F0dBQuvfTSwPVnZmZgdnYW1q9f33R5r3rVq+CQQw6Biy++GObm5uC4446D5zznOXDooYfCm970Jrjttttgx44dru2wvPvuu6+pMhkMBoPBYPQe3OdgMBjDAiY6GIwBwIc//GEol8twxRVXkAFXKpUKXDeXy9HfdDrdVFkoE5XAGRPEUUcdVbds586dru0ymQwsLS01VSaDwWAwGIz+APc5GAzGMICJDgZjAIBxqFu3bqV0avfee2/ouitXrgRN02B6errhfiuVSt0ydDOXwP0ELfOmdtu7dy/JXhkMBoPBYAwuuM/BYDCGAUx0MBh9jmKxSLGqz3ve8+Dd7343/Nd//VfdzIYKNA176EMfCrfeemvdd17p5z333NO21HLYMXr4wx/elv0xGAwGg8HoPrjPwWAwhgVMdDAYfY7/+Z//ofhXTKWGsaoYs/qKV7widJtTTz2VzMG8+OEPfwjf//73qYPw3ve+lzomGOP64IMPtlTH6667jqStJ5xwQkv7YTAYDAaD0Ttwn4PBYAwLmOhgMPoY11xzDVx22WXwf//3f5SjXtd1eo9O45/97GcDtzvrrLPgZz/7GXVWVKCj+Qc/+EGaffn9738Pn/nMZ+Avf/kL7bMVfPvb3ybjspGRkZb2w2AwGAwGozfgPgeDwRgmaJaar4nBYAwN0LH8EY94BLzlLW9xctofc8wx1IlpJ3bv3g2HHXYYpaI74IAD2rpvBoPBYDAY/Q/uczAYjH4DKzoYjCHFhz70Ichmsx0vB43KcJaGOxwMBoPBYCxPcJ+DwWD0G1jRwWAsE3RqdoXBYDAYDAZDBfc5GAxGr8FEB4PBYDAYDAaDwWAwGIyhAYeuMBgMBoPBYDAYDAaDwRgaMNHBYDAYDAaDwWAwGAwGY2jARAeDwWAwGAwGg8FgMBiMoQETHQwGg8FgMBgMBoPBYDCGBkx0MBgMBoPBYDAYDAaDwRgaMNHBYDAYDAaDwWAwGAwGY2jARAeDwWAwGAwGg8FgMBiMoQETHQwGg8FgMBgMBoPBYDCGBkx0MBgMBoPBYDAYDAaDwRgaMNHBYDAYDAaDwWAwGAwGY2jARAeDwWAwGAwGg8FgMBiMoQETHQwGg8FgMBgMBoPBYDCGBkx0MBgMBoPBYDAYDAaDwRgaMNHBYDAYDAaDwWAMEa655hrQNI3+MoYL3/3ud2FqagoWFha6Xvatt94KpmnCLbfc0vWyGYy4YKKDwegSuNMxvOBOB4PBYDB6gc985jPw1a9+FQYR3/rWt+Cyyy6DfkC1WoUPfvCDcMABB0A6nYajjz4avv3tb0fefmZmBl75ylfC6tWrYXR0FE466SS48cYbfdf90Y9+BI94xCOonE2bNsEll1wC5XI5UjmVSoXWf+1rXwvZbBa6jYc+9KFw2mmnwcUXX9z1shmMuGCig8FoM7jT0R5wpyMauNPBYDAYyxdBfY4nPOEJkMvl6G+/op/6HP/zP/8Db3rTm+A//uM/4JOf/CT1BV74whfCd77znUj9FXwOY3vOO+886rvs3LkTTjzxRLjzzjtd6/785z+HZzzjGTA5OUnl4Pv3vOc91IeIgh//+Mdwxx13UP+mV3j1q18NP/jBD+Duu+/uWR0YjEiwGAxGW3HEEUdYT3ziE+uWVyoVK5fL0d9+xWmnnWbtt99+Vj/gzW9+s4W3qLPPPtv6whe+QHXDz9/+9rcbbovH+DGPeYw1OjpqveMd77A+9alPWQ996EOtsbEx69///rdr3Z/97GeWpmnWSSedROW89rWvtXRdt1796ldHqucPfvAD2n7Lli1Wr4BtwGNz11139awODAaD0SssLCxYyxVBfY5BQL/0OfD5nUgkrHPPPddZVq1Wrcc//vHWxo0brXK5HLr95ZdfTs/gK664wlm2c+dOa3Jy0nrBC17gWhf7Ig972MOsUqnkLPuf//kf6kfcdtttDev69Kc/3Xrc4x5n9RLFYtFasWKF9fa3v72n9WAwGoGJDkZHwJ0O7nS0Au50xAN3OhgMxrAA7/+veMUrrHXr1lnJZNLaf//9iXguFAr0/Ve+8hW6v19zzTXWOeecY61evZru7RKf/vSn6b6O2+I+XvOa11jT09OuMpDwfuYzn2mtWbPGSqVS1oYNG6znPe951szMjLPOL3/5S+uxj32sNTExQaT5oYcear3lLW9pWP8o2+Xzeeviiy+2DjroIKonPtfe+MY30nIv/u///s867rjjrEwmQ+3E5+AvfvEL+g6f13gs1Jfsf/z2t7+lz/hXxXe/+13rEY94hJVOp62VK1daL3rRi+qI+pe97GVUd1x+xhln0PtVq1ZZ//3f/93w+Yu48sorrac97WnOOTzwwAOtd73rXa5tsZ7euof1P7BO3vXl65JLLrFaAV4zuJ9//etfruXf+ta3aPkf/vCH0O2f85zn0LXknch65StfaY2MjDjnFfeP+8PyVDz44IO0/N3vfndoOThZhscTJ3BUbN68mbbH34YX3uOD73HZHXfcQed+fHyczu3b3vY26mfdf//91K/BiSFs04c//GHfupx55pnW0UcfHVpfBqPX4NAVRkM8+OCDcNZZZ8H69eshlUpRKME555wDxWKRvkfJJHpP/O53v4PXvOY1sM8++8DGjRtdssojjjiCtsV9nHvuuRRWoAKlfc961rNg7dq1FD6A2z//+c+H2dlZZ51f/epX8LjHPY7kfhgicNhhh8Fb3/rWhvWPsl2hUKDwg4MPPpjque+++8JFF11Ey734xje+AY961KNgZGQEVqxYQbLQX/7yl/Td/vvvD//617/oWOAxwRdKF8M8Oq644gp45CMfCZlMBlatWgUvfvGL6ZirePnLX051x+Uoc8T3GJLxhje8gUInGuGHP/whySrlOTzooIPg3e9+t2tbrOdPf/pTuO+++5y6Y3uCgHWS63lf73jHOxrWqVF9S6USXU8SuF+87rZs2QLXXntt6Pbf+973YM2aNfDMZz7TWYbH67nPfS7tW55X9LfAF0pA0edCAsvF/gHuJwz5fB6uuuoqOOWUU1zL7733Xqqvn5zYe3zwPS7797//Ted+YmKC6vr2t7+d6vDAAw/AGWecAePj4/T7+MhHPlK3z0QiQecP28ZgMBiDiq1bt9LzFcMFnve858EnPvEJeMlLXkLP1KWlJde6eJ/G+zeG7b35zW927qfYx8BnHd4rsV/x+c9/Hp785CfTMwWBfZdTTz0VrrvuOgoX+PSnP03PgHvuucfpm+Bz/D//8z/pWfGud72L9vX0pz8d/vSnP4XWP8p2GOaAyz784Q/D6aef7oQvfOxjH6M2q3jnO99J7cd7PO4PP2P/5De/+Q19j2Ef2F86/PDD4f/+7//ohSEYQcBnEj4HDcOASy+9FM4++2z4/ve/T30kb78M+wd4nFauXEl1feITn0jt+cIXvtDwPGI52E+58MIL4eMf/zj1cdTzhMB6HnPMMdTvkXUPC2N51ate5awnXy960YvoO+x3SuzevTvSS+3f/f3vf6cQ14c85CGuMvFalN+HAb/H8Fdd1+u2x+sWn+/qfo499ljXeni94nlsVM7f/vY3un6xrFaB1xpei+9///vh+OOPp/AZPP4YurNhwwb4wAc+QH1i7Gf+/ve/r9sezyl6g83NzbVcFwajY+g108LobyDLvH79emKkL7jgAutzn/sczRo/5CEPcWZI5OwKzqAgQ//JT37Sev/73+9ijk855RRaft5551mGYdDsBM5CI3CW5oADDqBy3vOe91j/+7//a73zne+kde69915a55ZbbiEW+9hjj7U+/vGPUz3e8IY3WE94whNC6x9lO2Tgn/zkJztt/PznP0/1NE2TZjJUIIuO7cGwiA996EO0zxe+8IXWm970JieMAWdmDj/8cJqFwRfO7gTNrshjh2392Mc+RuEaOGuDM1jqDBTOZODsC6pFcKbrs5/9rPWsZz2Ltv3MZz7T8Dw+4xnPsJ773OdSnXFbnH3AbfFYSGA9jznmGGL2Zd2xPUH485//7KwnXzg74J2t2LVrV6SXOpP1X//1XzSDhLMLKjA0A/f/iU98IrS9Bx98sPXUpz61bjleW7j9P//5T/r8jW98gz5ff/31deviecQZvzD88Y9/pO1/9KMftTy7gsce1SZ4PmWYzkc/+lHrsMMOo1lLXI6zhLj8d7/7Xd1+8beDITezs7OhdWYwGIx+xUtf+lK6j/31r3+t+04+D+RzE5V0qkIAVXv4vMfnuTqzjqGLuP6Xv/xl+vz3v/+9TvHnBT6PcR18NsVBlO3wWYlt9KoEsH+C2/7pT3+iz3feeSethzPnXqWA+mwMUpF6+xzY59pnn32sI488kpQBEj/5yU9oPVSYeNUTqMJQ8fCHP9x65CMf2fA4LC0t1S171ate5VI3tKoixeODqpn/+I//cF0HQaoP70t9PmM9UHXixeLiIq2LfbMwYH8F+2Ze/PSnP6Xtr7rqKvqMfTD8jKoJL7Af+OhHPzq0HNmHufnmm1vuc6DaRAKPH/Z5UMkq++8I7IdinxSvBy+k2sWv/8Rg9AuY6GCEgjsd3OmICu501MCdDgaDwYgHfK6ijN47weCF7HN87Wtf870HomeRCpxMwf3i5ADinnvuofWQUMdnSlgZeI+P46sVZTsMC8B+gpfsx3Aa3BZJa/X5hH2kMETtc+DkRNDkCE7OqH0J2efAfpyK173udRQmGQdzc3PUPjmxcNNNN7Xc58DwaOw74aTQ7t27Xd/96le/ivTaunWrs82TnvQkmsDzAs8h1vn8888PrQ/2DXFCwourr76atpeTRtiHw887duyoWxdDkjCMNgwf+MAHaHtvqFEzfY6//OUvdRNifv1lnITBunnx85//nNbHfhWD0a+oabUZDA9Q0nbllVeStNIrs0Og3F4FSiBRDinx61//miR2F1xwgUvOh+th6AiGSfy///f/SKqP+MUvfgFPe9rTKCTECww7QaA0H7fxygODEGU7DB1BuSJKP1HOKPGkJz2J/v72t7+FxzzmMXQs8Jig/NK7H++xiIIbbriBXLlRaovhOhIYYoJ1weODMlWv07WKxz/+8STfbAQMi5GYn58nySZui5Le22+/HR72sIdBK1hcXIQzzzyTQnkwM4p6HWDoUBRgeJMEOsVjiI0X8jjh92GIur38G7RuI0nmnj176C+2u1X813/9l/Mejx/+5jBMB8PG1OsZQ69QYu2FrIN6DTMYDMagYNeuXXTPPfLIIyOtj2G0KjDsEoH3SBXJZBIOPPBA53vcDkMqPvrRj8I3v/lNehZiKIkMHZSy/v/93/+l+zKGW5x88skUCvnsZz87tP8RZTsM1b3tttsoRNEP2C9AYEYL3AYza7UDQccHgX2OP/7xj3XPQG8d8TkzPT3dsCwM4Xnb295GITbe56gaktwssB+Jx+fPf/4zhdao8IaSRgH2kfxClTE8VX7fju3l36B1G5UjIfiL1oBZZVTgtY/nHEOJvMtlX8evDs30fxmMboGJDkYguNMhwJ2OxuBOB3c6GAwGo5uIen/2A3pNoM8UToKgx9brXvc68qxA3w70SsB9oy8BTnTgpAN6MV1++eU0AYLrq2S+t06NtsMJk6OOOor6PH5AD45+QFAbGwG9PtDPA32l0FcEPcHwWYbp3TF9K7a/FaDnB06ooF8aenx4sX379kj7wWepvIbWrVtH5wyfo+ozdNu2bY6HRhhwe7muCu/2uJ5c7j3PuEx6ggRB9q+w36d64TXTN/E7v0Hn3G8/su/p7aMwGP0ENiNl9E2n45///CcpPXCWHTsdOMOPM9pq5wFVImjMhesiiYGmSWFmnFG2k50OVB74vVRDzEHudPzjH/+gTgfmYMd2odEUol2dji9+8YuBnY4oL1WlgZ0BXOZ9uHay0+G3bqNy1E5HFHCng8FgMPyBRD4OjtHgsBnst99+9PeOO+5wLUdl6ebNm53vJfC5jxMA2Ef4wx/+QGbfn/vc55zvcWIDJ0eQkEDT0/e+9700WYAD4jA02g4H/nv37qV1cCLA+5KTH7gePp9xH2GISm4HHR+5zHt8mgUariMZj4ak559/PpmzYrv8lI9xiXk8T2iOiUphaUTqBT7Xo7yQgJLAvguahuKkl4rrr7/e+T4M+D0SOd7+FG6PKuVDDz3UtR9U9HpNeLG/26gcnARD4PXsB1TsqtixYwd0ClgHvNZl2xiMfgQTHYxAcKeDOx2NwJ0O7nQwGAxGO4D3L8w+gmS8954cRTmHzzVUjGKmFnXdL33pS6RcxLBQBKoay+VyXf8Dy5fqPuwTeCGfB34KQIko22HWE+zf4OSAF0j4YygoAo8F1gknKLzPMrV9mC3EmzHFDxgOidlJsF+ltuHnP/85PWvl8WkVkqBX64j9PszA5wXWPaqqFCcf8NhhhpgPfehDgesFTVp5X5hRRgIzm2FmG7WOWH88VpiBBMOX1XpgyK/M4oNAlTA+3zGDjQSGkWJoNIZ/y/BYnMDDfgNmrlEn6T772c9S/wv3EwbMdILXuN/vA+HtD//gBz9w2tJuYAYYbI9UXjMY/QgOXWE07HSgPBBvql6fDq/EL6zT8ZSnPMVZ16/TgYNPNb2nX6djamqqqU5Ho+3wwfmzn/2MOh2YYs7b6cAOBj6M8Vig7BI7HZh2VA2ZUY9FM52OV7ziFc6DUHY60AtkWDodcT06sNPx+te/nur4qU99qmGnA+uMRBR2VBDYWcBzhJ0O2XFo1OnA1HXyWDXT6cBwK79OB6YvlOBOB4PBYATjfe97H4V4oAoRn8fon4X3eLx3Yzin9N0Kmpx5y1veQt5W2OfAezJOGuBz5LjjjqNwWAROdJx33nnwnOc8h4hhJD3Q6wrv/5iOFoHPeZx0wX4KTjpgCCvuB8MF8JkXhCjbobr0u9/9Lnlu4TPisY99LA16cfCMy9GvDPsHmNoTU7BiKngM6cWwW3x2/fWvfyW1IYbayOcQPrMwPShug/0K6TGmAp+PqOREvzI8vi94wQtocI6qTEwlj8/cdgCfzziR8rKXvYzUufgsxePr99zDuuMkB4Yv4znClLT4jPYD7gtDqi+66CJKP6zi6KOPplez4bJ4fnDCBvsySGBgXdCXDSdzMKRaVVfiNfa1r32NJhfwuCGwr/DoRz+aji1OhqGyEs87nlev1xqWgdcmpjx+/vOfT5OJ2M/BEGtvelsvMAQIt0OVMl5rXmCoFE46PeEJT6CUtti3wf41/qawTTjR1Q7gMcKUz/2ieGYwAtFrN1RGfwOdndeuXetKvYopVtHl25te1i8zi3R3xswrmG3lta99bV16WXSj3rBhA+0f3cAxdSh+n0gkrGuvvZbWQcdrzDDytre9zfriF79ovfe976VtMDPFzMxMYP2jbIeu2k972tMow8Xzn/98SoN72WWXWa9+9autqakpV7swta5ML/vhD3+Y1sXMNGoWkNe85jW0r3e/+93Wt7/9bXLdbpRe9vjjj6cy3/KWt9Cx9ksvi5lEgo5vGNCRHF3S0dn8Ix/5CKUsxWOC7t7e+nzwgx+kZa9//evJwd6bNlXFs5/9bDqXuD9vmtl//OMfVqt44xvf6GQjwXMnU65+85vfdK0n3eHRdVzNWoIZU7LZLKUqxnS3eM2OjY1Zt99+u2v7H//4x3S+0HX9C1/4ArnKo4P62WefHame//mf/2mdcMIJvg7omCEF0w9jBp8LL7yQ6oPnF+uG5arn0Ot0HnTO0V0f26ICf0t4reJ1zug8fv3rX1sAmvWb3/ym11VhMIYO9913Hz1XV69ebaVSKcrAde6551L2lEZ9DgT2NTCLCPYh1qxZQ9kw1OcpZl3BrFwHHXQQpW3He+dJJ51Ev2sJfG5j9hdMe4/Z4/Avpv/GzChhiLod3rMxgwbey7GN+IzGrCf4vPKmCMcMdfjMluvhMwCzhkhs376dno/4fMPjIjOw+PU5EJdffrmzP2w7poX3ZvFopc+BwGx1+JzDZyAeg4suusj6xS9+UVcfzJ6Cz8jJyUn6LiwDC7YrKGubmlWkWWBf8H3vex/VAc8dnhvMFOOFX58DsXfvXuuss86yVq5cSc95rG/QNYr9XsxmgucA+6P47JZ94kb4/ve/T30WNVuc7HNg/U855RTa7wEHHGB973vfs9761rdSffDaalefQ2ZcwWx7jM4DMzs+/glHWyee9HBXlkdGYzDRwWgI7nRwp8MP3OkQ4E7H8gKlG8xMWZCetLTMylipJxkMBoPBaAU4kXPooYe6JjbC0st2AtivxnS0jO4A+6j77LPCWrVqInQCklEPDf8L1nswGAwGIwwoTcVMPBjGgxJjxL333kvZhL7yla+Qs3+ngWFVKA+WoTGMzgEl2C896xwwDzsDyndcCd/86hfhhS98Ya+rxWAwGIxlAgz3Oeecc+D++++ncJ9u9jkwtBrDy2+66abIWRkZrYUJHXnkQfC61z0LKtUqfPYzV8LNN9/tCvdnBIPNSBkMBqMFYOwuxsp++tOfhoWFha6Xj52On/zkJw7JwugcMOUwkhzGukeAZqbAWPsIeNHLXxXqE8RgMBgMRjuB2QPRgw5Jjm4DfUTQ14ZJju7gC1+4iP6e9V+nwdln/yeUyxX43/99U6+rNTBgooPBYDBaBHc6lgdGD3w8gJkCbcVB9FmbOgjASMAILmcwGAwGg8FoEzBz37ve9TW49NJXQiJhQjKZgPe972x4xzu+0pOJtUEEEx0MBoPBYDQApmiu7vgnGOuPczIsaZpOn6s7/uGbVpLBYDAYjE4Ds7+gE0E3QmUZ3cP7P3AuHHLoRnj6GY91lp35zCfAgQethw9+6Lye1m1QwB4dDAaDwWA0gLH6CLAKs2Ae9OS678p3/wK09Aqo7LylJ3VjMBgMBoMxPHjwwQfh0EMPhl/9+iNw/PEPdX335z/fAk99yhvhzjvvgXXr1vWsjoMAVnQwGAwGgxGCu+++G6p77iD1hh9I1bH7dti8eXPX68ZgMBgMBmO48Pa3nw2nnfboOpID8ZjHHAmnnvoouPjis3tSt0ECKzoiolqtwtatW2FsbMyRLTMYDAajt8BHGMaxrl+/HnS9M9y9vuIAAD0B5qbHBa5Tvu8PAFYVqtN3d6QOjOUF7nMwGAzG8ux33HzzzfCoRx0L//jnl+Gggzb4rnPnnVvg4cecBX/7298p8x/DH0x0RMSWLVtg33337XU1GAwGg+GDBx54ADZu3Nj2/V5//fXw6Mc8DszDnwlacjRwPau4COXbvw9/vf5aOPbYY9teD8byAvc5GAwGY3n2O5761EfDoYduhI9+LNyH4/zXfQLuvXc7/OQnf257HYYFTHRExOzsLExOTsKdd90F49ksWE3OsGhNHO5myxqE8lopK055rZbT7bJaKb9b9WlH3dpZv1bq0K569PI49PtvvdUy/crDfeGsyiEHHwwzMzMwMTEB7QQ+Ho2xdaBl11JK2UaobP0bWIs7oTK/lWfhGW3pc4gIY76WGAwGo3+A/ZFqR/odV199NTzrWWfAv+/8JqxcGb7vXbtm4LBDXww//OFP4MQTT2xrPYYFZq8rMCiQnVYkOcbHxwd2sNBKmb0ot5uEUjvRbnKhne1pZ93aUa9eDPD7rQ7dus6bKaef71FqGZ0gFn74wx+SAalx4H9EWl9fcxSUb/0e/OQnP4HTTz+97fVhLB/Urmf8y0QHg8Fg9Bva3e/AkMU3vvEcePNbXtSQ5ECsXj0JF73pBfCGN7wK/vKX2zoWvjvI4CPCYDAYDIYH5XIZznz+y0Ff+3DQjESkbTQjCfraY+Dpz3kJVCqVjteRwWAwGAzGcOBb3/oW7NkzB6997bMib3P++c+GHTum4fLLL+9o3QYVTHS0ATj72MqsZ7OzrM2WK8tspmy13GZmk+OW3c6yOh3C0aly2q1O6bXapdthNd1Aq+fd+7uKet0HXedxr/9myw+rRyvt7wfMzc0BFGZBX3FgrO30FQfRdhhSw2AwGAwGgxEF11//fTjzmY+HdDoZeZtMJgXPfOYT4Lrr/r+O1m1QwaErbQR20Adx4IZ1bnZwIbdrtt3dPl6ttLVX6ESd23WttlK3fvqttPN4ePfbKrz74NCj7kLTTdB0I/oGBj9WGQwGg8FgxIOmbQRD34ExLLG203UNLMs/O8tyB/fIGAwGg8EIAJIcsYgOK8a6DAaDwWAwGBI4+ROT6KBtGL5goqMP0OuMFe2cde6nWfogyDr2q0qim6oOue9+PJ7dRieu4U4cm0FVjg0qmOhgMBgMBoPR10QHdwt9wUTHgKJXWVea2Xe/Dsr6mTzoZtiNus9W6u23bbv2HaXcdh2bThAJ/VrHdlxTrdal38PJmOhgMBjDBk0ZFVmUKjN8nUYI2geDwYgLixUabQQTHW1Eu3wq2k0WtDSIsAJYRU1vufw4bWrHb96vuIaDrKD2NzgWQYO/Ztshd+VKpxm0syh1Dqm3a1dtUnt0A5EGzN5jE3AdhxFWcc+huovAOjZxnUUhGNSiglbtF7JD7qffoBkGvSKDiQ4Go+WBM6ONaHBvbsd5cfbRjEF+H5AkfXttxnmu9uHzsxvoh+unrcDmsKKjbWCig8FgMBiMAOgxFR1WHPUHg8FgMBgMhgR7dLQVTHS0gE5L8ZtF5FnRqDP/7di2BfVAWHOqEduqY8pLK1wl4apPnPYFqASizHJHrT8yvNgGdzkB6g4sP0r9I6gbuhF60uq92quYoGXeHQUdD7/lynFo9Rx6rzvcVdPqBbWuyjXmfK3U01c0EnD9q9tGUgmFqGDaoQDqN1WHpuvxQld0ztrO6N7Mcz/PZobOknfyeUKzm518XjX6jYc8fxvd39pe7y7fj7QGfQ+f9gddJ+26ttui1uhZCHbU81ftYR1t9OjZHfX89vO90gUmOtoKJjqaQD96TrRKbmitkB5+xXgHQxFCYIIGbTQ4tFogCXzWVQegKuHh1MGHLIhyjKjdynqa8pCi/Qe0xbUPn2WaXxvsm7s6eBb1xE6ecvyjntsGg9mwkKo4g9O2+194zqMsoynyx+c4tOK7op4z7zXnOnbyeKvXjk99nd+V/C6AlHGuaSveWCBW+E/INdJNz45OEyOxPTpY0cHoYme+04PEtg48Qu8LzQzIg/oVWo9JAe9+qk3WTR+I8Az3tRbSdqpE9BAXWd+413LkdvZNX17v8T7a1P/3jQ/vnwE4XhcDQXYw0dFW9PXU0/vf/37QNA0uuOCC0PWuuOIKOPzwwyGdTsNRRx0FP/vZz1zfW5YFF198Maxbtw4ymQyccsopcOedd3a49gwGg8EYdAhFR7wXY3DB/Q4Gg8Fg9JzoiPOKSXT8/ve/h9NPPx3Wr19Pz7srr7zS9T0u83t96EMfCtznO97xjrr18RnZa/Rtj+yvf/0rfP7zn4ejjz46dL0///nP8IIXvADOOuss+Pvf/w7PeMYz6HXLLbc463zwgx+ET3ziE/C5z30Orr/+ehgdHYVTTz0V8vl87HoNo5qjE8DZaL+Xb528L7tN8kWftdpLnSGvC+doYqbdFbGi7i+G4aqzibedfm1S2hG1DZbyUtuAL6y/fMk21LVDvtoM9RzF3cZvO+859kK2Wb5UNDwOzVynDc4fIuo1GOmaU9uj6XXKqLD6yTq61tc6OAngKbsX6EaYi1R0xHkxBhP92u9odvaybw0WXcB7nN7itnH24d0m7va1Yxv0z7/MuGjP8zq8Xu1B+P67N8yI3M5GHY2uINp1F/9aa7UufTssbBkDoeagc24F9k0DXzHLWFxchIc97GHw6U9/2vf7bdu2uV5f/vKXibh41rOeFbrfI444wrXdH//4R+g1+vKKXlhYgBe96EXwxS9+EVasWBG67sc//nF4ylOeAm984xvhIQ95CLz73e+GRzziEfCpT33KmVW57LLL4G1vexucccYZ1IH5+te/Dlu3bq1jsJqFOsBSB1qD1NGvCzXpJQESQnqoA00vWdAK8eEdINcqrIcOPBu1s65NyjkLIjzw/7BWBBEeXtJDDvQDSY8OkR/tID2CTqP3/PoRHoFEQoz21l2bbSKs1Pr6XnM+dYx0zbWR7PAlXmJeK80QYP0KTWOiYzlg0PodDD90/nnWHfKofSRH7weRfhNcVqT9yX9RMDgEx7ARlSHooz7AoJAc3VJ0PPWpT4X3vOc9cOaZZ/p+v3btWtfrhz/8IZx00klw4IEHhu7XNE3XdqtWrYJeoy+JjnPPPRdOO+00kno2wrXXXlu3Hs6a4HLE5s2bYfv27a51JiYm4Pjjj3fW8UOhUIC5uTnXi8FgMBjLC6zoWB7odb+D+xwMBoPBEOllrXgvy4JKpVL3DCkUCi1XZ8eOHfDTn/6UFIyNgOGZGA6DhAhOHNx///3Qa/Qd0fGd73wHbrzxRrj00ksjrY+diTVr1riW4WdcLr+Xy4LW8QOWjx0T+dp3333r1glTb3SLyIwVStNgVlYqFjrxali1RqEDQQoPRd3RVoWHqoTwHLdmlB1eZYBfWI5ad1reQN3hVXb4hUd4wzhCZ+s7pfLwC0/yCXnwqgCCJl/8zmlYKEsjlU4jhCk7vPWMo+xQ6xlWR1lPta6BYWAhqo44P4VY95UOhK/0U4igZhixX4zBQj/0O6L0OZpBL2aFB2r2NAYGaYZ9UNUccVQcsdUcfYO+G3opqA6VmqOZ62lQFR0Yeqk+Q/B1acRnWhi+9rWvwdjYGDzzmc8MXQ+J/K9+9atw1VVXwWc/+1ki/B//+MfD/Pw89BJ9lXXlgQcegPPPPx9+9atfkcFXL/GWt7wFLrzwQuczMmNxOh7dvKfGTsnoN7hrkGYzemX8b5INB2neoj3r1GWbCMlq4ny2D0kcssMvE0tQZgxZp6gZa+R6amYWtf6yUCxK1lkOiGUL/M4yLlNbKLeR+whtUyfR6LgEZHnxZu7wM2n3Hp+gtsvtZJYTv6w6eD7iXJPO+fNkZFEz6mD5jbIC4ffqOYqSiaUhMWPXS+7DSxhEyfoTioDfYeDqbUg522vEVWlYbEY6UOiXfkerfY5OZK/oNfwGsI3bgL+/3noHtYbBun+065pqdj+DRXLofU6oVYeK4BhYNJl15bjjjoNf/vKXrsWpVKrl6qA/B6ozGj0fMRxGAsM1kfjYb7/94Lvf/W4kNciyIDr+9re/wc6dOynWVQKlOOgOi7GvKMExPLNlGAOEshoV+BmXy+/lMnQ/V9c55phjAuuCF0czF0i77qdx0zS2PHiNQGqE1cU1gKzb0J+0iJPStiHxoQw6axu56xvn0Lgyk2qdITxoW2ehUv8IhEfd9j7wIzy8KVhrdWrzQyHuLL8P6RGV8PAjFFQSQW7jex7DyA7vZ895Vkt1CKuQcxeV7IiS6jgqWiE7Qu8p6m+gwb2jWbIjNoHbIYhMKkYsTw/G4KBf+h3N9jkGCn45rTuSInLQyY7+R+NzEF3N0dFBad+QHNDHJMfwqTgGGyhHjn9O8Dk1Pj7e1pr84Q9/gDvuuAMuv/zy2NtOTk7CoYceCnfddRf0En1FHZ988slw8803w0033eS8jj32WGKS8L23s4E44YQT4Oqrr3Ytw5kZXI444IADqNOhroMzJeiCLtdhMBgMBsMPum7EfjEGB9zvYDAYDMZyMiONii996UvwyEc+kjK0NGPwfffdd7vIfljuig6MATryyCNdyzAl28qVK53lL33pS2HDhg1O3BFKTp/4xCfCRz7yETISw1jbG264Ab7whS/Q95gO54ILLiB32UMOOYQ6IG9/+9vJLAXTwfWaMG40Y6l+H2VWtFcy8aByXQoIZ+XmlBChCo+6FdwKj6CwlihQhRZNKTtCwoKiqAMQusLyqwqBuGfbG8biLG93OEsLKgRVpROk7GgmjMVXMRGm6vC2oa5e/qEsfmEsfvXrmKrDo7IIUnXI8rzlxlJW9DhrT1cQM3SFzUgHC4Pa7+h34KxqtNlpvK/pfR+K02t/jubCeNqPaGV2Xs0xWCErCL3t11hfKRf6QM3RV8ejZaLD6ujxX1hYcCkt0E8Dif2pqSnYtGmTQ85fccUV9JwLmiTArC3nnXcefX7DG94Ap59+OoWrYIaxSy65hCYKMBV7LzFwvVR0cMXcvBKPecxj4Fvf+hZ1MJBx+t73vkfp29SOy0UXXQSvfe1r4ZWvfCXFMOEJRrOUVuNx4xr81aVJjXlhdkPG7Zcqt9kX7S8sxWkcc8+GRpYB6UA9BqatZBlztU9tl0973JULCOdx1U+pv8ewtNlUphKN0q+6loeZlsZFw5CGiGmGnfX9DVwlgo5JmEGrU0+7rpFTubrqpVxz6u/cU8ewc+ZnTuqqo6eekeoI/dMPbPbe1Q/+Ht3IuoJhEthBwIEwDpK9KUgxXenFF19MMyOZTIayeaC7OWP59TsGebDeLwOiQUvzGVR+N+sW3dSxD0JW+i6NbL8OtapD4csxkIajDbOudFbRccMNN8DDH/5weiHQHwrfYz9DAgl87HsEERWo1ti9e7fzecuWLbTuYYcdBs997nNpsuC6666D1atXQy+hWdgKRkMgs4UOttt37Gg6BqodREWnO/7tvBq8Va1rv9dYNGxwFuCX4LtqCNHgPX5NW5qo409n5Owz+HUKCmmbT4aNoHqr9W1kdqnCb5Dd6FJqC7EW0m6/8+1LNNQdH7f3hoqgY+Jtv8NxuFiFGukUpf6+5FYL50yto+/1FaVOgfXTYqt8+uXe1ahsvDevWbsWZmdn2xqfunfvXnpQr332J0A3o3snVEt52P7/nQ/T09MUoxoFP//5z+FPf/oTSUTR2fwHP/iBa+b/Ax/4AKkJ0P1cqgMw3OLWW2/tuXE3o7N9DgAkzto3oO0LFUTdvcD/ed6ozeFtCbpPNqceiQP/ekUdUOptOQ7tJkCiXzfdITpC29dXJEfnTEhb/y0PhzdHb0gOLLPS9n7H6173Okgu/Rs++KbnxNruDZdeDtXxh8Jll13WtroMC/oqdGXY0AkFRruzGIRVMc5A2m/QFmTo2ZSpZ1AYgfq9s+9qJMNSb4hBnAGz62sZUqFmgPHUJTT0ICgkIsSolOrieShGHeRH9YWLc501DG1oxqjVb1slPCRuGEtUc1LXdRhWf1eGE3s7z7UWJ4wlLITFqWOTYUFh9w1Zv6bDV4YccVUazSg60K1cdSxXgXMR2Hl529veBmeccQYt+/rXv06pSlFF8PznPz92eYzli2hmnoOB8BCW1gxJe63i6Cd04nrpGMnRNKISYM0TVkNHcvRBn2BY7mUuoCI4dtaVTlVm8NGveqqBRCthKd2EN7zEO9iSL99tA16N9uMtzxUeERDK4qvMCJLv+4S1BIazON8Hh0EEwe/4eMNZnLp6FQqNQg/CQiJ8QnD8QiP8Xt2Y9GgY8uLT9kYhS4HhLBHCWCDmNek9b7J+YfVX6yPr61dPvzpGCT0K+o166xm8A69iKvieFOX4tUqwduqe2GmVW/zQFXFuMFsHzsqrL1wWFxg7u337dgpXkcCZfkzddu2117a1rQxGb1Dtmy5uq+Eg7R54RamLt87tJALiKTmiqzmaRcO2xXoe6MqrmW30CMv7iVST54hJjv5GM14Bw3osWgcTHQwGg8FgBIDICyPeC/Gxj32MCAn1Jc0s4wBJDgQqOFTgZ/kdg8FgMBiMYTEj7Y+sK8MADl1pAf2s2mg3rJjfawHZL0LDWVTerVE4izqj7Tfr75nxrsuQESEMohFUVYdsm2xTYChEFLjqF1zvVrLJdHISvC7Dh+uk14dd1GU78cA3FEnJyOJ3/uJmOnF2oF6HfufOL2zEL4RFWR4UNuJXR2+Ijfs4dT6EpRGWYwgLKjSaCV15/etfD29961td36VS0b0+GIxBRjdDP/olHKfXdRiUcJuOZVqJreZoB1rbT/s8YLqkllqWfhw9IjribsPwBRMdMdHvYSn9DL90nwhfLwJvmINnX3VpQF0r26EeETNU+A3+sI7eQbLfWdc8A9TAQbPq2+GtaxA8A+hGhIdSbF/Bd4BOX9T7cTQiPMJ8V1TSRyU8wsgOuY6vb4eH8HCRHSEIIzu89VPLDwwX83hn1KWdVY9HF9BtsqPX5Epsjw7NcEiNdpiUrV27lv7u2LHDlY8ePx9zzDEt75+x/NAvxEB32hTdq6OfQlb6gbho3KYGx7Wb9+2ekBz9DiY5BhLYzNjpZTtVmcHHcvm1dxfeVKgNUqN2G2HPg6DZZM3zCt1/g+/rCARvuJni91Dn46F4XwR6PIR4YQR5dqheCrF8FJSX6gHRcd8On/r3goRrGDaortvgnDbl2+HjuRL3PEb17YiUBlmpZ/0y//qp9Qwzjg0v0Oc6ipqKdkDTvnarHt1ILxsGzLKCZMfVV1/tLEO/j+uvvx5OOOGEtpbFWD7o5CC6VwP0aOVW+3gA1j9d8pZJjjajPVlW4vtndBKd+520yYcjkmFYd7BsSA4Eh660FazoYDAYDAYjALqu0Sv6BvE7rwsLC3DXXXe5DEhvuukmmJqagk2bNsEFF1wA73nPe+CQQw5x0suuX7/elYKWwWAwGAzGgINDV9oKJjpaQTPqjBZnWds1gxnm6+CdVfaT1LdaC6+/hYowHw9RttufQ51lj+qD4QovcJb5pwONmmbXCghlieTbESMEISx9rmxHN2a9oxwW7zpRU6ZG8e2IEsYS5zz6eslESR3cCCGeMM0+nwLDOSLcX9qVorqbISW9DF/RdI1ecdaPixtuuAFOOukk5/OFF15If1/2spfBV7/6VbjoootgcXERXvnKV8LMzAw87nGPg6uuugrS6XTsshiMYQ5h8UdrqWaXG8KviQjHMeRe3cz11j41Bwy8mqOrShtWcfQOTFy0DUx0dAttkJF3asDq3W0j4iMOopAEQet4zUujGJg2Q3r4DUT9Bsmy1LAWqT4csXw7Ivo/NGyHz/atDBDDrrm45q1hJJbLl6WREW0Mk9JGZIf6SSWp5Pp1586HrAqqYx2Zpvh1iHrH+12FenXExCCSHb2CRtdRDKKjieN64oknghVyHHGf73rXu+jFYDD6B8trMNYaydEbcq2/CI7OgkmOoQArOtoKJjoYDAaDwehh6AqDwWAwGAyGIDpamEVkuMBER7NopBZooxFg1JnXuDOrraSZDNxnRDVIs0oP3Sv3i6AIaGbG3ZshQ1UD4GIrYhhLJHWAV1nQimFtWDaaJtCs+sDv/AWFKLVV2RGgzpHlhYWweLPieM9dXQhShDr6hUjV1b8TISxdVHV0C71Sj3QjdIXBGBb0OlNIO7Kv9AbtVR7gMWjvuWhdzdGMqqO1sJX+VHN0JmylTdd2HwyYl7WaA8GKjraCiY4hCE9pZaDTdoTUP05KzajeHl7ywJsW1Ck76kDUJ7xA7lqSLGoYC60T0bMjUp1D9qfWPVL2j3aEwzQYFAeFr/id1yDiIw7hEcu3w+OJoZYbRlr5ER6NiKqopIw3vEZsU/PsaPRz8IavDFr4yKCRK80QHX3at2Ywlg0Gl+xoD2TbmyE7/I9b+9PIqvXyK7NhvUOfI/oyIwL765r2ns8obV725IYKSuPIREe7wEQHg8FgMBgBCEv764dBI3IYDAaDwWAMcuhKpyoz+GCio1m0KTSl1U5x22ZyWwmXUOAyB637UmHwFYNIRJhJZH0ZPuoOlTH2Mf0Mm3EPy2ISpuyIou5QVR1y/chKBrUuUVUcHQxnCQpj8VMixM1y4lUruFQKSkhKM2EsznWglONVddDyGIocVxiLp45qPeMqbRqFsbR7DD1oCgv1mHer3hy6whhmLJ/MK72e7Y+nJmnXzH8cVUdsNUeb+p+9DnfqFlppZ/BvtH9CVoLqKJf7tX953XuiwmpiTMbHMQhMdHQBfTWQaIHQiOIdEfhTU0gD8dk92PcOjMN8MKJkymgmDCIu4SEHzGr5WgvhN3UZZbykh1qnNmdmiQO/gabfAD1qal7fsB5lp37nr3Edg8NYJDETpX5hYSy+11gT5yfseNLyCM+v5eTV0ZOsK0x0MBjtGcjxvabr5EvYQLO5HfZ4UBV4DQ1nyErHyYAWz2fU+jGpESd0hRUd7QITHW1G3w4YYgzAWjHD9NvWZRLZwCgSEdf0U67rNxBtRh1Q54URg/BQ6x8FQYN8X9JD1r+L3hzNDNCb9WIJUnj4nb+GXhh+6g6VbLPL8PNdaVTT0GssDiHjIZ3CfFA6jW6SHa2W5SV1Ou1PEjfrSt8+AxiMZYTBUKq0/xkd1uYwdUf/HysbA3h/7VslRwvPzoG5XgYRbEbaVjDRwWAwGAxGEPR4nGGH+UUGg8FgMBjDCk4v21Yw0dEChm3mrqGSoxmlhxIi4hdKIJbXwgkQcVO50j78wljsJY3CWEKrr6o71OXqTIzHe6SZjDKB2WR81B1OO7ox0org7+GXPSSqF4sfIoUhRczEIraphqaejeLZEeS14g07CvLsaFXV0Q100/uiHaqOroauxCgvzroMxrJCl38b/afq0HvuWeFVdcQ+Pn07oBo+hrmf1Bz99TsacrCio61goqMJDBvBIRFl0Bh/p+rg0oc08Akn8JIFUUMKvINRZ3lQGEvMdjciPToRziL35ZSltKNWry7d4PyOkWeQ7qzqIT2CvFjCEEomNEt2yHb4hE+pYSy0TaRahhXavGdHM/eYdqWZHQTPjm6m040dusIeHYwBQ/8RAhER07uJIRD9XFf7azA1YN4cfenLwQTHcHp0MALBRAeDwWAwGAHgrCsMBoPBYDD6NutKr0nIPgYTHTHhN9MZ9/rqyWRpQMpSL0JNHpucoXbKdM3++4cTRFF2OLv0KyYkE4vctZ9xZGC7A0I3/NQdfuEszSgZgpQd6v5c4SF+Bpbtuuk1OucB10lQOEvc0B5vOt6w8xdF1eFUO0CN02zoka9xatTfjE8mnOWg6hgE5QiCiQ4Go/2pTLul7BhYtUrPMSgqmeFTc4SjUX+iPdc6/2Z6CM660lYw0dECBpZAi5Cy1JH5ewf/EQmTKNlA6sIJAggPNaygmdACdbDc0oDQ214POeLr4eHThmYIj7r6K+E4vlWN4ynQqD5xCS5lXZX8aZRlJ65nR6QQpBCiypuNJcwrJg6aIjv6kAjwC0VajkDewvv7C8NyPlaMLiBu7ulhHaz6eUa1MhnTqKzY+6123Z+jo4PTobnWOo/OncOwSScmOIYGbEbaVjDRwWAwGAxGAFjRwWAwGAwGoytgM9K2gomOJtHMNdW3E31BWTq82VLUTXzk9uo2kYtWwwkCQllUJYBX3dFMiAHtXs3kASEhLGEzOT4KFVc7AjLLNGNSGqTqkG1pBZFCX0KOg1dF4bpeQs5nXOWEak4adv7qFEjyc5CiyF4epsKR5Ych1PR2QFUdna5Hv7QvDEx0MBhtQJ//zhsi1j18UMI+Bqj+vtdP/4WtdF3N0cYBLqs5+gQcutJW9N9dYgiB9+dOPeNxkCBfQcvjvNwV1/1f9mDW7xW4jWd73+NkVWuDVPxrv3Aw5HrZx9PJlqFprpcfvINU9aPTbqVursF6o3Stsq5KO7zL5aDXey2E1VlF2DqdIHIDrwcP/Hwx5HlseD59zmEjyPOIf2S7vefPj5hzN859rlx19JA8fucqal07mva3BwgKcfK9VoYIMutKnBeDMfCdi66hz++LA37fHgrEJDk0n39DR3KonaA2gEmOPgxdifOKef5+//vfw+mnnw7r168HTdPgyiuvdH3/8pe/nJarr6c85SkN9/vpT38a9t9/f0in03D88cfDX/7yF+g1+A7eIXgH491AIGHR5D4CyZAQEiOQAImBsEFyHfHhc5yDBqN+ZIc6WHa1TSFzRKUitMFFbNTXX9aZvg+ps98r9HjFPN2y3d6X77oRyI5GcB0L2mk9+SMRh+ygXUUhO/wItjByyq5b0LmKCt/fYUzyrxkMM+nQC3gf9o1egz/wZPQt+NoSCLtn+hHy7Rrodpj06KyBpXxFWbdLUDvHnmbwAAEAAElEQVRwQffOmNd80DHsNNnR7P6RYGiK5GgjmOTo09CVOK+Y18Ti4iI87GEPI2IiCEhsbNu2zXl9+9vfDt3n5ZdfDhdeeCFccsklcOONN9L+Tz31VNi5cyf0Ehy6wmAwGAxGAOJyUTwWZTAYDAaD0TRiJ0uIt/pTn/pUeoUhlUrB2rVrI+/zox/9KJx99tnw//7f/6PPn/vc5+CnP/0pfPnLX4Y3v/nN0CuwoqPNiDuhVxeWEfPVDIJm9KO+qhBT7REQ6hLt+EQLgwg69l5FBKoB5Mt7POqUAV51QNQRj59SQFnuV+emIiFibtdI6Rik7qhTCQWF+DgL3QqcRmEizYSxqOcwTNURJwQpKOSoFWVHv6sr2lm/uPvyU5+1LS1yG0HXI4euMPoZQ6gk6kma2mWRjrTa4NUlBF2vjRQeLRzDTh3jVtQc4eismqOxmqT/0aswpb4LXbEAKpUKzM3NuV6FQqHpalxzzTWwzz77wGGHHQbnnHMO7NmzJ3DdYrEIf/vb3+CUU05xlum6Tp+vvfZa6CWY6GgDQlV3HSAqmkWUkD6VCAh7xSFBGpEf4ZV23+iDSA+/cBYVfgNnP8KjbgAWFMYSY5rXj+wQy93XgJ+KM+wVF62SIrHIDteGbtLDOX8BHiZx4Ed2+IUgueodkiI56Fz1ckzR7vuEN8StFx4bYQa4Ue6P3ayvNCON82IweoKBIzv8nx0tD1Y6Gb7SEDEN2ds0OPMfsPahqWhbrtPmz28/DISjEQydJzkGEVFIjYEnPKQZaSyiw4K//vWvMDEx4XpdeumlTVUBw1a+/vWvw9VXXw0f+MAH4He/+x0pQJBM8cPu3bvpuzVr1riW4+ft27dDL8GhKwwGg8FgBMDx3oixPoPBYDAYDEZX0suCBccddxz88pe/rAs/aQbPf/7znfdHHXUUHH300XDQQQeRyuPkk0+GQQITHU0irC/bTaVG1PSMYVWKk5410jaeFKoWcquqGIDycIakdHU29KQFVeFJI+rUxk5jqqakbZTGVF0m04nGSj8bAU4qU7U9zr48Jql9NFByZUi1j4lTXyXdniuta6OUvH7pXX3OmzwXja5PNe2srGet0npw2tmo58qTGlc9HlHgXEd9GJbRSj2910b9Cv7HO871HeX+1unfS9xwFA5dYfQUdKPu3b0GZ4o7Ops6RFlQBnrWeQDVHL1GNBVFZ9PI9pOSo1sGsc20Wa1b149Zk+llDcOA8fHxjlTpwAMPhFWrVsFdd93lS3Tgd1j+jh07XMvxcxyfj05geJ4YPUavwlFk2c0ibBBpNfmS+/X6KDgvb2hI1LSgMbNmON/FuJf6hub4hOA0m1EmrA3t8m0Jux5aCbvwhofEChEJaLc3jKXZa7nOc6VR+FEceMKNmkUrA/I45cZZNzSczcdnRd0OEeiTEkR0tYA2Z9OLDA5dYQwc+ogs7ycMyoC4L8NW+vSaGoRzGt0Lo3NpZHvtx9GSl0bcuG5PR1dr4t/geXR09txu2bKFPDrWrVvn+30ymYRHPvKRFOoiUa1W6fMJJ5wAvQQrOhgMBoPBCFFoGDHIC4uJDgaDwWAwGF1UdMTBwsICqTMkNm/eDDfddBNMTU3R653vfCc861nPIjXG3XffDRdddBEcfPDBlC5WApUdZ555Jpx33nn0GVPLvuxlL4Njjz0WHvWoR8Fll11GaWxlFpZegYmOFhA4cxp3NrMNUsyoISxeBIVztAIrLDRECTGQjKsTyuINMQgLgXAKq60rt3N2bwuW1OMS1F5coh49uU5ofe3yvSqBuhCcRogYUtHstelr/NhA3ew9Z86+POEhTihLWIhIzOOheQqJE8Ii60tVUkNtPGE2opxqtPAVn/o1q85whb70OJRFLV4er9qCakBomOFSc4jnsVhguNrmPra0BilqlN+TAmdT7zkJ+T10K8TLiE10dLQ6DMaQoAkjUg5bWeboz/MfFK4VXUERX33j3Xdr5Xfxmg19butN18G3rVp7lE0aJTXpYn8N+1axiY54699www1w0kknOZ+RpEAgUfHZz34W/vnPf8LXvvY1mJmZgfXr18OTn/xkePe73+3y/EACBE1IJZ73vOfBrl274OKLLyYD0mOOOQauuuqqOoPSboOJjiZRN0hpRaqt+BZ0CmED26DBvzP2aLBv7+/ROyaoEQ/RBqOxyY4IxzCs/XKx+rXm8X+g75X61hEesg5xQ3D82tEIMffv5y8RJ5RbPWdONRUuwnX+1PPd6ByG+HW0Qsp5PTvAx2uF/nhJGbVq3jp46tUK2REl84gf/Mps2ifDE3oiCaW6fcgQI88xwe0qlvs3j7vS8ez7hbt4tqVdK78zSZL4EySCXPEjVPqT6OABDKMP4DWpGgDw4D8euh6K0FP/l/725mj+XIT0+QKOtV9ZnbwWmj7Ovs9qPd6+A/u7uFwJK/Z+7fQljMjHKpBE0Srdv+47XN6JJ54IVkgZv/jFLxru4957761bhuoOqfDoFzDRERN1HggdiEVvFo0GX2H9HjmIDSI84vzkVOJD7fOrAxt1MNo2skPWN8TkkgZjEQbM3rqKtrgNL+vMG71mo51C2P5DTTbrr484/ZYgwqPOpFR+F+UcRjQnbes930fd0S/wO45B57COa/VRZYSRSFKRoX4mskMSDlU1jRgmjsbfheg0kB8P+dmI3zh+a7jKtgkPqoC4DuSxtoLuEY4nSO1H5i2zF4hLdFSZ6GAw2o+49+om1ISto3vl9ZOpZOfRX8/p9qE9JEcn0ZiIiK7QqNuX6zcdoPByrVNPWtTgTntqhRxbe7QTWtcasE9Sobp37dhLj45Y23SqMoMPJjpaQbseom0cbEWZaW6G8AhTd8h+vd/vUg6EYpEdct2QGfdWlTFRyY5G6g7fwWm3CA8/NMgGE5Q9xHsowo6PehxoX35klV2XOrJDrWOjdjRJUnnr6Ht99aQT3B6yIw40X7Kj1lnwEg7iuNWHr+QKRZhbXILZpQIsLeVIzVFRiA58mZogO7RqBbRK0XUtWkYSLN0gQqRctW3R7POCHYiEoYntqmX3xajrUDWSUK3WFCQmGn5q7ljTviI6+tS0j8Fg9IfithUlQkuZO/oaMZWqfaTmGEaSI/D4Nny+hZAbzu9IUcfW/bZE/0TXdchmR2FiYgLGxrJg6I2Hq15yw2rYx6tGIjqqVdGfUY9/pVKB22+/BfrHo4OZjiAw0dEGRJa/+27cfqa6kT+Ds57PV3JTdSArgYOgOmW78j7qWKAh2aHccLxkg1jY+CEeRx3QSLESR93hq/CIUe+2oYHvh5fw8CO/GpEdch3XdgG+K2JZY8Ij1BujCbJD1jE07KjJ89KO8JVI8ElHLMv1HgepyHBICkUhoWnit4AKCanmqBDpIIAkBao08vklWJqfgdzcNORzOSjkcmLwrptQNdM0b1KqAJRItSF+HAZokDJFFwXJCq2UcxMdiSpYuknbFiu1etOvHQkWUwMdtysXakoSp8yqsx22LUVsSq3NxWKxk0efiBV8RQWHrjA6Ate9Rt4jq32fbjYqBsKbo4fkeFsGuaEGSV1AYFltOr+97HN1mOToBCKRRXXnLEIIkUJoeBUZ8rPs5+NnzNgxMjIKo6MjkBnJQCadhkQiAZorc4reBNERQBiF+bN5riFct1JdAMsqu/aHREfHwIqOtoKJjmahzJQ2jS48vIP8GQLXV9UXPrP83sFVVB8PL+IoO1qGh+yQUAfMccgOtc70nUJ40GdvSEuvlR4hKg/vMYnbJ/YjPMJMQOuMSmOQVO1EnbqjXztFap0CZhZVMpDISFQ8WD4hJJ6YVnyOFkplmJ+fg8WFRcjnFqGYz0ECeYRKCbTSkjhGuL1eU4HIXVeJQ7FEZ0QXdmxqmajQoI9YrOLLIVI42zXSPNuRqkNuZ9SuHblb6D44dIUx8IhwY++qNJsRC/HOS1wzdG/MY7fRJyTWMiE5IithfInVuEoN0W9QyQ18n8mMwPj4GGSzWXqZJk6V2Nt6zf1jXJsaoJ+XMj4J8BxTVa1R+oqVapevUVZ0tBVMdLSAMJIjVM3Rg9mJpoiDgBuMzIIRVenRLNnhypyiVgtag6pe8JIdUesu64xoRHjQMr/QFoluDbADSAY/dYdX2RM344mzI5WJ98vKEgA/sqOZTCxyHa8CR7Y39LzYdQ78roXfnnpt1PFh3skRD9lBx8V+UMvnoSQcXGNsJBtkCIkkSXQTcvki7J2dh90zszA9t+g6dwlULyRsnw4kHCiUBEkLlGsQ3UBnVBIWGL6iW+5fj4bxrOUSgFWuEVUJ0WZ0Ei9XhZJElAmQoKaIiw4JFmJQMMilaoBlJp3mYFm4WtXnHtRJoPkpEx2M/sTwKTs6rnhthtAZGCVHk/X0PhwbrdchY8rhD1upNn1cWyUhfY9ZBH+NMEKjpn6oERo1pYYYXuq6CaaRgImJcQpDQYIjoTzXayRIo5B7n0kev9+l1t5jWLXKUNZypOjw+oB0CmKuKF5dB+3W3k0w0dGHD+1+SUFZby7pDnNQyQKJZkkDP7LDXZn2eCr4qQO8oRCN1B1RPStUBKo8euUX4TOAV49Ns33iUG+MoFCWFtBMemSvv4qoi9UTUtKvWHs8rywIVsFIkoOeiXT+xMDc6RTg8S6XYHF+FqZn52FmYRGKWhLKmkHhJ5KskBCPcWm6YxuSkqJDSDPonNlZUKRHB8pHXGQH1dcOmbEq5LPhKDPs7CkV+xeGnRvXVUDb2D4dum6rO9DPA8+zf7e40/dIjBU2sA0RUY2xLoPRT+ieqoN/I32JMHVHv5McUfvXPVMtNU9yRD0ekdoW0TzU2W8IueFVaqihKslEGqamVsDUiilSbQgSRPYv6z06ooSm1LelflGYCWlcSCIljqqkTQWzoqONYKKjzfBVcgTcgKPI8euyZLTjYm7ak8BHVuapozrTGkXpERQSEuj54LOPSANmV3aPml+Hl6zxEjWtkB1O/VRiKIrKo4deHqq6w6vs8BIKfleiDJ+Q28QKZQlTdSj1a3TumiGj2kUuevfrm6HJE47jl25VhJ+gOkISBvI4VUTHgLw2UFIpTDolWYFXkaZZkDQ0WFpchJmt98LMnt1QKuZtRYcBkJ4APYG3fgvKFiosREyIVGdWTcy+gl+XhcKCyrfscyFYGOxQ4Wbk8YFKEucrWz2CoS8VVHRormOLdS1RneWFhWEyAJDAY1UBqBSdMi0Df7Pu+4moaneJYA5dYfQX9OaVHV1QdQzubHurqA6mmqOu0BhldnkAOJjXVntCVSQJGXYMwn1utGAyI9RbI5jQkAoOVG3g30QiDSsmJ2BqahLGxybsYm21hzQZjerF06AfjNagnVZ2VjWkTdBzDNsnlKz9G7rSqcoMPpjoaAZxBqJ+cqsWHg5N+1e0a/DsM7vsHRyHDUBdyvqYqgCnLI8CInJ2Fh+yo9lQjUb1jqIKDTyXUT0jgmYwmj3XAWRQnEMRyXulGbJDqV87lCdhk1fN/sbkJnX79bbP47WhluRbqmosSsIK08megusjaVCpApSrVcgvLkJxaR7yC3NQzi2AvjQDUCnUSAc6ppXab9aORqGMJk4YitIgJFuqtv5CaQe+UxUdXlUGKTHkAZHmomJ3YrLC3gD/WGq4LKW1tdtL147t12GTOd0MWWmW6Kgw0cHoGdw+PAMdwtIvBqQDgR6E1rREcgT4czV7f+/ba6W9fhyxj4+Pz4Z/KIryvewDaomI5EYKVkxOwuTkBExOrLDTwiOtYQ8vlXAWUUrEc0VhqgGJHqAqJnVC9hW5nNAqYL/Lrkw3wYqOtoKJjk6qObzuvW1iv9tu1hkzjMA18GyS8KD1Q8pomMrVUwfvsY/mAxE8YG4mJELWW27vRVBIS9vDJlox1wwhO6Iek3aTHVHR7DnzQ2BIS5AhqNX4XMs2BqV5dYw9PeErtJ3tlUGfaQWUQBhQrlRhZnYe9s7MwJ6902BVy5AxdUiZGiRoX8IUVKuWnI6MZYeDyPOCJAeWj0lZ0DjU1RQZfoJfqOQFfWdPPNjbuY4RqVGwzkJFIudChBKkRoxQwjaMt7G3o7rK0BVkQJwUt4LUwfX7neiIsy6DwRjUmfp+waCRHL07/90NW+mi6Wgcr40QckOqN7zkhm77bcj3SG6snJqCqRUr7LAUfMYboNNfpBhURUjzhAMmpA8KKfHz7IhbnkuB7nNtyPKFipakrN0DExdtAxMdHSY4wsgN38l8rQNkR4MZ87jbidlWt8RMPQauEJeQsJZG8DW49OxTNbp0VT2K2sEnVCPIeyROveOqOxr6RDSLBmlcoxBYYWRHmJeJE3nUBrKjjiBQzntUUs3vXMhtIv8GZf0CDErVMtXyVDUGEQBabXsZfmJHj0C1isdKmHRS+AquV8qLLChoLEppVi2Yqxgwm6/A/btnYTFfgFLFopAQHGTjXrF807CJgkoZrPySKDKVsfdVBk1P0MMdyy5WqpRCVReCCjErYxMkFq5LDVSUVBZAGcNQyhaYhkbhL6L5SHCgoqNE3iAiI4tC6IDYroCOpFiMqUNFykhkXdHIFMumAym2rSoqECqni+Miw/Y9ib4+D9oYvUSEMJYQVUcrPh3B/glaX83QD0eGmT7MEhYJXVJf9MxAtjNeHHG9Tvw8NryZUFRCQyUy8K+hp8RnEO8x9ev4+CRMjo/D6OgoGER+EKUBOuA2SHKo/X13ZhORJL4eYb9Dqej0aZz/Yk82laD7kbdufpD1LUOeCJyuQo1WjrENwx9MdDQDj6li3XcNEHa/Cwpz6ISyI5DkiBoG4uyoNkiNGmYQZ/Y9iDRoWcXgUS+I+tfqSp89VfTWI44vhKvouIalbfRwiUQo0Jv2pXdtexiLs8y/bur11fDaCfkNOvUMPGbu8uUYnNrrfczK/UgiUFF1VKSpqP1eHVwj0TC7ZxfM790NC0s5yJfKUM1MgJUcgXJJd1QZ+XIFTF2HFBIPWC9lwGOV0TEcD0bBlmAohEUFfTpQCmo4ZIL4zjYjReLBMzASChQxCyKMUFXmzvYVKZfAMhN2GAuKUAWbg8QOlUfnSNmtVI/gdhi+YtghOk6ZXpfW7oAVHYyhxKCEsCxThBMx1QE95/qQqzmaJDli96+8XnnBXhti93qgWkNdJoiOBJEYoyPjMDk5DtnsOIxnJ8BEZaZmUkgKlidVHthv0CzsJ+m+ISMy/ESSC16zUItmRv1RjXhc/IgLrFPdslhqD1SRYp8zZR9Pvc9DVzpVmcEHEx3tQoiKoylLjXamNo+T1cNvvbAG0IOzGurBETb7HkQUeCdtXbPlrhhDDzkQl/AIUHh49++s3oD48NY3LtkRRHhEJRp8iQ+fMJ9GhIJcz5Xe1Se1a5iqg/Yh9xmR7GiERgal3vCjwP0EEFmuurvqWSvf1Tb72GLb6v2jLNtUVBAGGoaf4Etuhyaehk4kBSoiirYqA8fJlQrA3oVpKCzMwsKWO8HKL4C1OCM2NU1BApDaIUNlI8mxUKyADlVImTqYmgVlwxI3eKxbMWdXCetSEj4dGANLyowqlY1Gp6ZlCr8OOmFVIlmsklCSaEZSeQZjfauQL1fJ+NTQDduvwy6vVBDblcugjdYIi6rSVhk+kzCUDDFYXiFH+6A0slimfWztTbreT2eig7HclB3DoXjoPHpzjPpVyRFvINhWgsOrsow84SXXa8cgtom+cyukUGA2FPAlNaSnhvyL6gdDUW8gwTGSTsPKFfvA5IpxyKbHBaGB1AaGytohKTSBQxnYVPVGfV0lwSF/I5ZUsnrCRKoNz5X3+/Bz5a2Ln6+XJGUaAeuM6xpaoruZV+o7kxG24ft1EPrKwefSSy+F4447DsbGxmCfffaBZzzjGXDHHXc03O6KK66Aww8/HNLpNBx11FHws5/9zPU9zpRefPHFsG7dOshkMnDKKafAnXfe2bckR7cQGN4RayeekYci08cBniPbp/dC1k7faY0Ho/a4pg4q6eEYQHqyOzQlfVVDDORuvL4iGFIQ4X6H7ZKv0CLDBtp2myJl5wkYAEY6Jso5UuEM6hs8iOLc/p0MI1bz16SLpHGuNfd1Fbit5/yp70VWD/fLt1znelYMQu3nEmVBsV90/dr/SZ8NrVx0XjJ1K26HBAeGoGzfsRvuuPNu+PtN/4C7N2+GvdMzUMXt0LeimAcrvwhWblFsXykRKSLrXixbUKxWKZwE7UPRoLTWOMyEUqaXVFhIkgq3FaoOj3GwbQyK9SRFCJIjyi8SVRlyW7r+1POI62N5NnlBRqf2lYLb4TYUjuLdENUjSGxQ+Ao2oOqa4HBWVW85He6AIHFhxnlx6MpAYWD7HX2G7szMy5nVLs+wthnDRyL1ybnw6ccEw/WA7DjJEXzOvde0+9rWlH9iggRfImwEFRZCiZFwXrqWAkNPgq4lQce/ehJMIw2mngbTyEBCz0DSHIWkMQqpxASsnFwH+288GB720KPhqIccDfuu2xcmUyshZY1C2spC2hqBpJWGtJWGlJWCZDUFCSsBSSvpvHCCRL50S6eX4fmnW+JFxIFlOC+hEQl7JTwv//WwTvhy7ZvqUysbCRt8GQH/TO8/XB+SIX4gHYIU/8Z4Dd0tZfjuTgK/+93v4Nxzz4XrrrsOfvWrX0GpVIInP/nJsLi4GLjNn//8Z3jBC14AZ511Fvz973+nTgq+brnlFmedD37wg/CJT3wCPve5z8H1119P8WWnnnoq5PP55ivreFD4kxxBA892I3InX94gO1YRH8IjqCoxyA7aVUSyg9432JckX9RXo4elStB4B8ztGNM0e53IQ+5qv8+ytnQUbKIqznmLVJzch+t31JnrNLL/jfreexxlWIaLEJDkTU15IIkP5zpFsgJJBvTHKBfoZZXyMD+zF7Y88ADc+q9/wb9uuQXuuncz7NizFwqVCvlu2PlOaiqJQg6sInp2iP3JsQVyAhiugkoJVGgQPyGraBMVVqUqjEhlGyTRgetKk9DaV07IiyAq7DAW5bhQmVSeIDu8XxJZgdu6trOc8lTCQx5HS26H5cnUtrI2+H0PHuZS0RH1pbOiY6AwUP2OQUSjZ3Kg7N4Lvd+7sMuDCKk7n8N5Djp6Pp1jWB+C4v1XIzdqJIgkN4RyA8kN037hoNwkcsOwCY6EMUoEhyQ3siMrYf2aTfCQQ46AY49+JDz04IfCpjX7wURqJWRgDEasMUgTyVEjNvCvIDcSkATx8iMbDMzCYr9DkgHJhiDiw0uAxH1J0iKIvECior4s3fVSCRpZX/VF9UZyhu5RXfTpkDM7cV59fMvoNfoqdOWqq65yff7qV79KMyx/+9vf4AlPeILvNh//+MfhKU95CrzxjW+kz+9+97ups/KpT32KOhjYsb7sssvgbW97G5xxxhm0zte//nVYs2YNXHnllfD85z/fd7+FQoFeEnNzc/Ur2Q9kL8GhopEPRVsHi1E8GgKylWhh0r84cZ0ugwMlS4RnAEmWiSEZPbwhEe5t/c1KfTOzRMq+EmDM6VU4eB5KXj8PtfmdRNxTURfeE2ljz7lrkInF7xy7duc5b+p136xfh1Mvj5eI3+Xq8CkB7qOOMsgn/MTx2lBDUOj4mqDpBqV7rVoiBCVfxsG42AGGdOAMPyVpo5CMRVjY9SDMz83BYq4AC1oSKolRmDWysFisQK5chd2LJUECVBIAGRMMQ4MUtrFagerivCAddB20zBhoZhLMNHaERE0xlATLXipVYSRhkyTy91wpkVO5OAGKEgWNSDGUBB1CoQpFA0kJkVaOSIpyEayiCF2xKmmh0EDlCmC4jAhdMS0NkkYFqpZp1wUZkKIgZspl0M2kUJHYIEKmLI+R5YSkECjkpUDt1NGsFetgdxQx5IUifLuo5kBw6Mpwo1/6HZH6HJ0IYWlD+Ern1Rx6g++6H87R12REG9sVfm7jkxy++/Mjt9poJlp/rqqdDWNxJhLUPq06M6aHZkHxZkKRn/38NaR5KIaeqOah+B7VGyMpNBGdgInRFZAdGYWRZFasQ2oKE7Qq9lGE7walhZV9PVkb6mIoYwzqLykTjYrrhlwq/MZqx4COg5zzCfjdBP2egg1Fo91zgraPsl/pK0bhPt1WavZrhNoAoq+IDi9mZ2fp79TUVOA61157LVx44YWuZThrgp0JxObNm2H79u0kG5WYmJiA448/nrYNIjpQzvrOd76zYR2DSI52pbnsGOnhGcj7Eh7Nkh20Q5V5kANRb3aW8PSlQf4P6qAZfLwfwtoZFX7Gl97Uol4D0254ffntO+ha8yXRWjkecnu5rIlMLFqbfWhcnh0NlCDO78Hjy6K2RaZ5derokEQyZaqd6lVpK3YoMEWqMNnEgXttMF4ulyE/vxfmdj4AC3t2QGXvDqFUQGOv8VViNsaeKECFQ6FcISJgydRhpGJAGlkA27CUiIpSQdSZQlfKZFoqH8xYb0oVa4fN1MQgSL4g+YAKEDeBJFQcQpUhM644MbWksKiI+lb0mqGp3Bbs7ch3w34uSwNVVJGg6gSrTsoMPD92O20ViHzvun6xTFKB2GSMktJWGph2G0x0LC/0qt8Rtc/RPEIIgZ6bVIZhOBUDeJ/tt7S6Dckb1/033ENicIkgcoeKuU042VY7Lkqq1wgeG2LdYHJDeG4kXOQGEh5joxOwYnISVk2shpH0CCkgkpASSoiqKdanXClYDiaGtdUkGG5t19UV4us9r8rkEPYDnL6wTXrgfogopeWai9xQw1/jIs7vJYwICSMt1G+I+CFFR3fvQSQajunRofZbGQNCdFSrVbjgggvgsY99LBx55JGB62FnAmdJVOBnXC6/l8uC1vHDW97yFldHBmdX9t13XzexITv1bSY42tWXD5rtrDPupJU9GTe83gs0UIkpXQggO+ijXX4jsiNw1wHeEHVGly0O7l37riN/4mVsaTcaHSdH8eLMHNSUE3T8ombX8VwnXnNZP7KDvm9Qt0BjUrucOvJN1keFD4HWqD2udK8uWah4WJSUIogI0LF9WA4O+IugFXNOmZqRoOwnYIzQdnPFCszML9JgqZpfAqu4BKvTOhhLc6AXC1Cd3Q3VopCum6gOmQRIjqykc4RkwWyxDAW7AjKDimUmAdB8tFiAii1713MLYGRzgD6emodAcHw6ErInUhHGoEge6KJDJq9ZVIEUbYIFO1eo7rAPBFhFESqD9cX2Gkmh6LC/JlUGbodqliSyJM50TpVUINKM1EqklI6QUHRUKiJ5W9FOTStmTuywFdwGQ3sM01GTUPuw+j3oPmP2m3hER7z9v+Md76gb4B522GFw++23x9sRY6D7HUF9jvaiN+qHyKi7j/cnyRFNIdCufXcekcoMIDnizpjXr6j3/bkKaot734pySvYFvQQHMf/yvVBgyP6UN81rjciomYeauvCLMNCHw94+oY1AQk/ByuwqGB8bg8mJcUibKQrVwFATvYLrUwJYQWpQ2nrRdyOCg8iNgA51raHOkav54onPSAOo3muOksPu3Ilj1Pqgpl2kYBDJ4UeMYFtIuauct65ACGzjb8MYLKIDY2Yx3vWPf/xjT8pPpVL06qSKw292shsTlr5pTH1CVlzhA97vo47mw6btA0IOmlEIREpBGyEkIgx1A2rPsfGmGu3mJJlfMU1fSt5zFqCW8DtviCjnzrfYAHIq9JwF1M2VpUch22rmuPJ725RT9QixlRGibHuhUTPn1Mq2R4aOSo40rTtbKsHWXXvhrm17YD5fJAJhJGHARNoEzIUi5KBVQXLkFknxUE2PgDE6TuaVxD9g5EbFgkKpAvmyQZlUStWEnV3FJmIoHtM2+CyXhADWriMSB6QmqUsRa78wbSsWpPpzWFKFgple0NtDSf4mt0NFBp2PmjcJ/iHCAi8Vm6hwTUBgmlgMl9EMUoKoPjdUpr0tlo1KDbW+1DYMw5HeIKoCBWAoFR1HHHEE/PrXv3Y+m2bfPpqHGr3sd4T1OboCnwdWy9lXfJ/JXRowtDH0YWjg0yFp5fy2PPiMSXL41bWXqhhZtj/h4VmPyAt5XzccVYZUatCW9vc11UaN3EClhqnZISnaCGRSIzA1uQJWja+CsZFRSFhJyoQiCA4RapHQRZYU7AOh+pOcJshczg6ekV5zPsewpuxU+3FSoSG+MJxJS1vhoeEy+d7uD7Y4AvfNmtKBU+49BnRc7H6tZnXRnwOhhvPG2Ybhi77sTZ133nnwk5/8BH7/+9/Dxo0bQ9ddu3Yt7Nixw7UMP+Ny+b1chu7n6jrHHHNMS/XsVyVHS2EuUTw8vCEtkRUeweEFzZIdEFXVEWnDerVGfT3rlS9qu/zUHZ0mOxoRQap6wlF1BBEIIZWNEybibNPK/TemZ4c8J65ICNl+9TGGg27ps0FqDttjRDPtDCgyxlTkcadTKc8vmooWlmBpfhbmcwWYzZVhvmRBPrsa5gtVIjkWimXyrkCFhanjmN0ES5IVxQKU88K7QhtdAh0zqECVOgdYQrlSJbJD+l+Q7waSBfJYYKYTVF+Q6kGYkToKGjsMhUgHpeuFBp8im0kti4qENC1FwgH9RFydEkk6YFmoXMF9yO1s81LhmyG2d6STMvyE0r7YRIlCURB3Ypdp8za1InEbIknK9XXtkTSzG0QHEhvyWcXoDQal3zH0qo5lhH4MX1HhX7c2EVVtIDniow1qDp/JrtBz6Ao7STihKE7GFFdISs1nA5UcktzAv6lEGiazU6TamMquhExShKKgUahRxZTymC5W1AXVoNjno0kUUUEiOCSpIVtgcx6+wCuTFBrUlxZG4NhPQX8uWxdqr2h/FjNGzn5rxy/m8Q1ar8M/E+/VKPqESBzVwnm6Bgobjnm9M9ExGEQHdpRf+9rXwg9+8AO45ppr4IADDmi4zQknnABXX301yU0l0BQMlyNwH9jpwHVkBwMloeiCfs4557Sl3q0qOYJ+wI0G6VHTjoZBNfB0f4FpoFSvAoXg8A46vWEtoRUKMChVlB0SzYZD0HpxQyLsOjht9CpZGhEeIeqORlxQ3aH3m3WJQZzg/VGOtbxkh9wXPepk+IWr/lp0soP2LbMPaf5mTrZRaViVvUayruPgOW9OXV1sRqVmfmv7WTiKDCyf9ikexqTqQJKjJMIx6BsMkTDToJkmbVfAcA7MeFIVYQhoKqpVKpDbvRMWd26BubtvgcrCLPle6OlR0CdXgZldRftCkmM6V4LZXAlSCQMK5QSsGU1CKpER5ZQKUJpfhHKuSIoQzTBB37AICXREN3Xy+VgqisF9JmHAUqlCdaPQFZu0qNqhHUggqNdKRXp0uLK9CNKADD7tDgkRErapKBmRVqqQK4kyySSUNq2KbUpFCpehmRuM9cVwG/sUleztEoYGxYohJiHk+SqXnRAdrZSxCQubFMHwICJ0qlA0daqD80xHUqRYhEqxCEZSlC9jepE4wowmdUazHSZA4hIdMusKGkt6DSWDZu0x7ej69espVSk+u9CvYdOmTW2oPWNY+x0dITvaqeroqpojHnkT1J4oxEOkUAhfJau/90P8Y9s+oiqSAaRPhhD393r7VTXesOGQYyS/i00YBRiTuz7WGYZ62hrUP6TlNRNRodRAHw2pzsDMKAkwNFN4a8jQFDskBW1Ck/ooTI5OwKrxlTCRzUImmRYZTUjRgSpRkeGLyAwNQ11FSArRKpp8CXIjzq9OhqfQ89z2GyPSo+6qk8dPKjfEWznhUQsRCT8voXVrF7/Q6CcWUI6BfSlUwVZrIUZdAYeuDC/RgbLRb33rW/DDH/6QctrLWFY08cI89IiXvvSlsGHDBuoIIs4//3x44hOfCB/5yEfgtNNOg+985ztwww03wBe+8AXnx4adkfe85z1wyCGHUAfk7W9/O3UqMR1cv5EccTrtXmLAi6g2GkH1qQtxCSIL/MI54kIJY1GNjvwMSmn1gN34hbDEUnbEnGXwDWcJCGVpBapSJIyLkAPGQLJDCXUILkxre/3C9hgY2aRef34+Ky6VkTcNaW3wjL4OFXuWw3Z5ojSvDlkjz5kp7jFIcqCaYmZ+AZbm56C4NA/jWhkyVgH0pTmoLs1DNTcvBvOozDAToJWL1InBMpGoWMgLr400DuTRcDOdAB0ztGC9yhWoFEuk7DDR76NcBDOVpY4KAskOJAEwpANJCLLvckw+7UaR8kFpMyklMFtL1f17sQ1FsUzcVje8ig6hysDtyuiXIY8bXTB2uAtui39lKAlVRJBJpCDRRNiLU6ytBCF1BvFQynb2+RFEhygb9+GcUtyW0uEK1YoTumJfI+q63YLepKLjYx/7GHzgAx9wfXfJJZeQJ4cKNKjETB/oy7Ft2zby63j84x9PIRT4HGR0FoPY7+h79MA0uF0IIztikRLtcNvuINnRrEIiMsmhfh9BLdsMydE0gjpQfucs1DTUCy+5AS6CA0kNJDfwvalniNSQig0DEpA2RmFybJzuPfuMTYGpmZACTB+LhAZmUUETUZt8t/taSHQYHlJDPq5U7w3vI8wdaqpcTfbznyaLSBFS6xOg8bgM562FqAiFp5hIUn77nvIaqSI6estoct/YHDquPTEjjblNG3mhYUNfER2f/exn6e+JJ57oWv6Vr3wFXv7yl9P7+++/H3QZ0A4Aj3nMY6iTgmnc3vrWt1KnAp3PVSOxiy66CBYXF+GVr3wlzMzMwOMe9zhKKYezZ81CZGiIfgNWB9++yTDaPCvZeNbffwW/m5FMHlojaGtqD69Bp2vriKld/YwkVRWEn0Gp1qZwCFmHVuCr7oio7AglugKMTyWZgOcq7Bp0BvpIPKgkET7L5T6DQpKiIigFr92wRnUM3bVUZUhyBq87e/BMqgzv8UEiwe5oYPgJKhzkPjCERHYSMGuKnp8DzVZFgJmCajIDoCVhemYJbt2yG+7fuRdml3K07WjChENXZSCVSYtrcWkBirv3QnF+EcyRNKQLOTDXHgjp0X2orUh0TC+VoIQeG5UqzK4ahbGkAWOJDA2AqqUKlHMFKMzoYKZnwSzlAP1ME8qAWnh1VElhQb8/+/xXK5jNRAz+KSOKEp5TKKMJadUmLmqKDlRFVIslqJREuI5JBIL4noxLK1VYKlSobcWkSFFL+0XlSKkA5YIwBNUKeWc7CvHB7YpC0TGSNO2wF6noKEElL7Yz0gVKL0u/dUuj7WRd8wlUdCgkCZFHFSpTTyXIwFUQUUIJ4u2sdVrNQfVvkuh4/etfT88kFX5qjqc+9anO+6OPPpqIj/322w+++93vwllnndVS3RnD1e9oLxTzRBVdNJcKHzR3ZnARZeDc0uA69Ng1k9Ej5vlrh5LDx3g0+rnyUwpFNwv3r6NfGxsbosrvwhQ8fvuoHQfpo1HLhOId9HpNRGvpXoVqA8NQTCMjwk/0LKk1TC0NaUu8X5lZAROjozA2NgIT2REn7AT7A6b9Vyo08L3sz+Bb/CQfTcJY1D4yAYdDZJVzm4mK/oN79hA/y7AWqcmVyyTTQaEqCunhBz0ikdHpAXqzv2bhRUaWsN2nEVjRMZxER5T0OCgt9eI5z3kOvYKAg4t3vetd9OoFwkwyAzvqfmEVERF2GKNm6lChhoNQVeyQkMDwgiAD04jeD15ywM/oMgq8IRFBWVhaMSgNLjy+siOQ5FA/t8mhvFmVS8PsJj7n0PlK7k7dtexPeLxN6ohE+xpwnStv9hQrIcq1wzgodam9OT6k06YljLjIULQAhendMLt3NyyULFiydFgc2wBLWgp27s3BXK4IM/myUDqkkURI2z4WCTGILxShOJ8j0sJMJSFRypMig4gQVGSUK7BYrMB8Qfh1lNDDwkiAJnPJWlVSdeCgHo1NcTu1c4KqDtl+r5mXGruJx4sexhRqg0oJxStDrlMuE8khlBm294U8Lpix1g4jwZdr24qoH25XNTDNay3VKwLXp7ZKjw55Tu3pCCRlKNaU/EFkD0sTxqd2XUkRYvuE1Oprl4lhO2QgW5thFTLa7s5dxCY67GsYSY3x8fHY5U1OTsKhhx4Kd911V+xtGfExrP2O/kN/ZlAZfLSu7vAPVYlCcujtq09gHyzGvvz6JwH79SU/qO1yskaahNYIDpXU8GZHUX02ZEgKkh2o2kjoI4DajDRkYWx0HFZgSMroBGRHRyBtIPGBoSgi/IRCUjQNkpRRDckOVG2IRx4SHJpCakiyQ5ISfo8pJ5Ga/dQkgsMmNuSZktuqz2H1LIrMLEq/w9GuBJwG5b1fnYIyn2hdGsdHTcWKU0l0jDucGagOTSg6mOgIBj95OgyvksNl0uP9sTkZIfxiPv2v+jgzms3OrFOKTftFVXGxwjVZvZOi03tTUNJ3BsE1ePW0Sz1mUTKrRIKnPljnyClKg3YZRE7EhaqQkZlCXOVYsY6H+qCLfQ00IDlk/dSX9xw2qqPrXKu+MPYLB8ZO3eW1JMtB0oKML3EAX3HKRtEDkguFsgW5cpV8N3BgvZgvwvbt2+DWf90C/7jpJrjntttg1333QG7PTsqmgh0JJA2QnJhbKsHehSLsWSrSPjAEBX02JElRnFuE4vwSvZA40SslMfOi42BeKDJyhTL5bJRwNG9gBhX05dDAwn1Vq0SYSLWDIDvcx8pFcuA+KBTFNhWVx8lO6UbEgfTpUL+0bOLADl9RPU7kdvKFbXciUEg1IkJtMESHQkmUTieWI8kO7Di4eCkZ8iLJE/W82iSHE76ifkdlinJF6ExNuaPeg7qeXjbmqxUsLCzA3Xff7TKxZDC6iiCvgnYWEbrP3qk5BhPNH69gPw4PyeHqx7kH/O2sT+082WbWzsIGKpQQ+K2jef5JkkO8R1UGvjBsBE1B5WdUaSCJkXS9ULGBr6QxCilzDJLmOGSMSRg1VkLWXA37Th4ED930UHj0EQ+Hhx94OBy8dgOsnZiEyUQSxhMmZBMGvcbopcOoqUHG1GDUBHqlDfE3Y4hX2l6GZAi+UvZfSYrIF54F/IskighvqZEaYY8pNfRFkihIThDhoezP+0Kihsga+6+c/KGsL3rtVfMQcdfXCNu32q4WX+66BL/omPUiIES9/KO+Yt7afv/738Ppp59O4ZR4XlGRKFEqleBNb3oTHHXUUTA6OkrrYPjm1q1bQ/eJYbnyOpGvww8/HHqNvlJ0DBPCQlVCZ+7DEHFWP67yNM7vAwdwTnMUpYUrvIBm8xXDyrhqBNWvQ/F9oPdKmaGpRBupOtT6eNQdQYii+vDNyhJD1eFblm2aSW/l9/gIsmfzhbDQDa8hlOrZ4S5I8PS+bfMSV2FeLN7wJanuIV8Kd/3kzIJI32V7ZqjHTRqK2iaVOKB2HtAmzpjoIvtJuSi8NipFYtyFGRYSCSkiNhZLVVJU7Jqeg9zCLExYeRjRK5AqzoO1bStU926HpR17QE8YkJzIQmrFWkgmR2nwv1gow+6FAuycy0M2bcLGyQyMJnTIjmSpDFQb5KdzoC8UqP5je7aDProSRsw0PRyJaCmUYS+ArepAn440QCpjm5BqUC2UiDCh+qOqAyWr9kkiwsIlcxChKlguKR3ssBU5+McQl6VC2SEQRBYUPL7olVEm81NSj6D8HkkhuwOJ62E626UiqkoACqMJW3iBBlyYDhfVKyLbSrVUFOfKDoWiNLilWpYY1aND+pAgoZMooGmqTVaABYVq1S6zAiPJisgsI9tZEccEyywni2CWMXTFJmV6lCjCj4BqtH4cvOENb6AOB4arYEcCfTwMw4AXvOAFTdSWwejHEBbP87CJwYN3VhVJ0Z76PBAa3JRimJJKNO8PokeuW3MKDr+QjbDzEUPZURey4jEcr9tvsFGorJdTH6fzRPPz9jL3OZDpX2V2FN1O46qjt4a9jExDSXkhs6UYLsUGhqHo6LMBWcjoI7BufB9YMTkGE2MZSJuo2tAgZWB2FDHQRmJChKMIdQQan0syQvXZkGoO7KmFZUkRx87+S5Md4kFN42DbpFyeatkfpP60jEaRfUR1osTj82EfYP+zok5I+q0QgVgJQ9vsubz7Ucr2Xq1VS4MynqdQ/Ur74ZkbirxNnLvq4uIiPOxhD4NXvOIV8MxnPtP13dLSEtx4443kK4XrTE9Pky/V05/+dPKiCsMRRxwBv/71r10Z5XqN3tdgyNFQwdHnUH0e/EIQJMkg05fWZToJy3IS5tcR4nPhPYyNBhZeskPuM67cUSUv2hXqEupX5s1s40gPZZhP45tvLetIDXjOcNY5SviKL8khP7tCSOrjacUz0wi9lhySQ83GY9Ej3SE5ZDYRrAG+R6JDKDlKpMLQMDsIERxJADMJRiINC0s5uHf7Lrhv2y7YO78ICUOHg6ZGQE8bkEJlhVUhM9D89LzI5FGpQio3B1o2B6aOaWYFAZDPYfiKBQvFChRQfYAzOmaC6lpGXwtUayzkwSrkQKsUIWmOQMLETpFt1Il+FLbpJnaz0DGdyAbPORJkln/nl+aYbBNToXawVRL2yJ9StZLBp0XKkYqSZlbEtQjfCwxboYwttoJEHP5aphap6nBoByQ6KkIJgnUW3iA2+Wgbg5JSBXRhgopdVMU0VapWKB2u03G1Q3sw1Maus0sNgqQH7ssOXxEpauVV1ZvZWDmjFGf9ONiyZQuRGnv27IHVq1eTl8N1111H7xmMfkHT2Vc6pM7AwWYo2TFkkAP7tpI2YSRHRIJDXd4S2eFScqifoV5x4VM/1UtDbZp4tuDzVW2rUbcPGaYivDWkeWjSSflq2u9laAoSHUktQ+RGCkYgoaVhamwC1k6sJIJjxEg4pEYaCQ6b3JD+Ggn7uYJEh1RZqKSGJDxkrTVNmWR0jo9so7w2BCpkHIrP8ubUCHXkRtA6ElIBoo53QrZtRvTomOu3evn7jGWcMnwIFUEuifClvg5diYmnPvWpLn8wFWiGi1nEVHzqU5+CRz3qUeRXFZYRDokNmV69X8BER5shB92BBEddGELjq7lOZeDJdOKnFggjBBr7dERbJvYpv7cJD4+ZlTN48/p3RCU7aKG/uqOVm14jdUWgy3JEI1Ov70gcssMZ+Ps2Tnl0WULVAQGqjrotFWVEQ0N4D8EhvSCcr2k/imoHzUFpRdFearu9C6lOcEJoqM+igYkkDIWfVIiwoO+MpAiBMVM0AMdwEQwbkfXF0lBZkUZFR3EJIDcH5V0PglWpQCm7AqatFOyuZuCO6RJsmc3Dg/N5eGDPEhEdeP0fuCIDmSymaQMoL+VgYeteGpCnpuchs+leSIxMwEhiLZiGyJaSXyyCltdhy94lWDWSgBVpEyZHsqQCqRTKUKbmFqA6uwfMwgKMmJjf3qDyhP8EGopWII8Kh2oCzESSthXHFUM73GeNtiFiRwnnoSmWiqOuwL/SkFTO1MgUsegNkitWiPgQ/Tssoyz8QIpFCp2xikXn91S2CR1UsJCiAxUj8jxVMEWs2JZ2hX/l9W8TI7h+WbdI2aEqLqiutgcJhueoBIlQgFQorCefMOxwGbtQu67iZQr1iV0mkkXiF9BdIBEmlTZRoMVYF4EZOxiMVhCmkIg+MG7d60FUptGz1S9ov5FKtflBRlfVHH7P7BiqjqhhGNHa5KPUqatHY3LDfez9Jlcq7SefpCLVJ6SkVqdahhOxrr+iw9Kw/1DL3KWuI9O+0ntdhKjgK2GbhyZ08RczoyQ1VG0kIG2NgmmZkIAEjFojMDUxAqtXjsP4RJomOdKGMBBNGjZJDpiivkZqCALDIlJDEBw48SSIjFqoSIMJKDvjCUUsWDhpJSYsRN/OPpueTqEMBfbbs7q+nIdxGYk6x839Wa4TQfDRPrSh/6/CuwsyWZXvLWEA24nQvYaVasKjo1KpRE5pHxezs7PUb0cPsTDceeedFOqCptuYbh0zlYURI90AEx1thJ+yIIjkaLv5pQ+iKk+jDJIR9fmxFQmcJ71rmLojFtnRwNgzahsbDuy963uJI9XI1EN4NCQ7PPUAjxImvCIBMyRdZJclyUFpW+3rhQgtSrsldXaKtwwSFboJllUjqKQ6g76mLoq9J1zXDkNxygMkO8Rgn0IryuI9Hip86CR0CzBvAWYEmd32IEzf+S+YmZuH0tgqMFevg+r4WtC0LGXzwDSvO+byNKuy78oMrMogWWFA0lZlFBdsw00kGBZmAfLzkBnfQGlhUZVRLqNypAqzuRKpOnCfWiIFRlJsTwP5Mnp2FMEq5iGR1iCl64JYkelibfEFjdOxF4HHzdBJsYAhLGoIkZfkqB0UiwxFRXm22sGTThdJDgwhkUamtVASDHfBEBa7ImQqWlODyHS20m+jVqatIJEKCw/bWVvfux0qWaQniPTbcNcX1yflCZav7LNKaWktp7742SFJAtjWdqVwDkJc341WPToYjN4pMTxkRzcysHSQ5OgbNBHC0rFz6iyr7Ss8hWoj5Sh+r97F26800Ui9Wm8O6q6r/L62CzKzpv6S/d6zrsyQIkNTMLsG/kWCQ5AbWVJqGJYJI9UxMMGAieQYjGczMDk+AitXCAVnxhQhKfjCeQz8mzJqIShJXSg0TElq0HNChqKoBIddOy3YZ016clHqV3yviZyvaj9erqduG3iolb8yLNXvey+p4c3wEuep5/eIbOo2I1Ue0Bq8JqxOXWzVDV5/QQaqnQCdv5hDRKzzX//6V1JjNEppHxf5fJ48O1B5GmawjhnjvvrVr8Jhhx0G27Ztg3e+853w+Mc/Hm655RZK3d4rMNHRBngHq95MEt0gOYI8IJpRdnjdl+uyODTwf/CSHV60g+wQ+wkOZ2kH2dF0lpK6jd3EhHrc5XvfUBKvx4kTtuKme33T79Lxb+H2r9RZkhyq+AA7Wa6UYoo5qFMHWk8wyTIEBfdFY3tVh4hqEAxDwb84IE7i9+jtYZKqYs9iDhZyeQq7GDctSFaLMDK/FYq77ofSjgdg6Z57SXkwsqYMlWQStPQYaEaWBsboW7GwIEiU7TN5WDWShH3KCRhPpOhiQFVGKVeGasmCwt45SCzMgjmJnRWMxdWgSuEXFszny6SYQC8MLZEEzVQ6f0gsoMqiWBSdHcOtAJAkQF0HwiY56Hdk/16IpJDKBedHKJQvjqEohZ8IAkKsJwxU8VhhylYy+JRlip3StkiU6EiQIFmjkAfC91OUK0JJajcxKgfLRIUKZlEBt0oHyzRsnxBX+2zTVKeuyrUo1T01PxHl+lbCVuivErriIkSoc6gNhUcHg9EK4pgx9tqMM9rMaPuIja63twViqLOzxiEeKZ70qAJGJKKppt6IQ3b4KU3ERJggcOpJGDQBlWEltTrVMp2IdetJGkfV4YTT1tQb+N60fTdEaMqIyJYCCTISzZgjMJGYhEwiDWOpEZgcGYXRkRRk0wlhtKlhSIrmkBoYkoKPdMcUVBeBu6jYwPfCGLTms1EjCMQy9ciokFlREBWSw2JYSo3skJe4IDeEFkR6dMgjLLKV+YdlUJ8sTOlhr+clNLzqDqq/1oBECLnEWx0VtfJLl34lDuRhrUoVdPcVHbFvIxbAcccdB7/85S9di1MtqjnQmPS5z30u9eFkKvYgqKEwRx99NBEf6D323e9+F8466yzoFZjo6ADBQe/lVdoiweFrjhlzhsPb75ZVUwkPuYrlQ3YEDZrVZTKgwjeUJSCMpdEx8SU76It6wqPZcJagdX0VF6qSJCwkJ0q4ik89XOdJhnV4UqgiGSCOiewYCD8LPwQx0M7w2R7Qaq4FSv1tRY6YfRehA6rPBs5IpNFYEzD0pFgjKyiqxgTLTAEkMtRxKWDWEnt7McOBruImmKjmKCyCMbedFBGYgnWpasK8loH7cgZs3TsHN2+dgblCmc7JhokMbBxLw8EjFdDLJajOTcPMnVugjJlR9szCxFIO0roB6Y1rwTBEufPTeVJB3JY0IJUwYCqdgHVjk2Bm0kRy5PfmqbkLW3ZBZu1WyB5owHjSpA4NeVhgBpbFIuxeKMJsvgx6dgKS46NgpEyoFJFAsI03izkiOZAkSZsGkR3kUh7ydCe/DsMESzegUhVhJxgOIjK32AZiSP5UimQoWskVnNAOPN5ydgdDUHLFMpRKwuiTPEEsdzhIGcNTUElih4Pg5YFdUwwjKRRFmaTSkFcIenpg20rinCKZpBqD4rGVdcXQFfrG7mWRaSqarZbKwszUzoiDKh/MRpMvlWlbmXlFXn9EyDihKyJzi9itIG9E1hjlWu4CqSBd5jvl0cFgdAtNER7K4D2+T0eDvkrdczKaH0Qo+tW3w1GFRrhBhLXb8bOq7QfPSeTBmK96oxYG4g3b9SMORJk+PmauY19naemBj++XayAtvDGEGajpeGbUlgllB/6rhaIkAq8buQ2uL81DE9oImFYCMkhkpCdgYmQMsiMZmBodpef4iKlDAsNsqb8i7u2Y7URmCEkZgsxAxQb2h5DUoLSwGJqii56Z8NuQ/Uk3MVBTQnuPYy14pSKoEEf/I1WQTviKJfzM6K+MerDfy9DWukkWW/5BzyrPZVMXnqLUWSVoIiPq+m16bjZrWmrbnLiAXifY+0FFT2A4eydAOYBjHhA8n4bRVEr7RiTHfffdB7/5zW9i7xvDXA499FC46667oJdgoqNNaErFoS6L+kBvg4zTbdLkVgSo8jevsiOK6WVgdo9m6+qXxcSH8GhmwONHcniVEa6MLvad2FWUasqp1s3JHOMTvuLsW9mNnKEm4kE1+VTeq2WG1DkKpOrGVe+QTCp4fnEmXo5JHVWGrAv6bGD2EFJlYCpVe+YFfSRAJ5KDFAdVYYRaNQAKxSLM7tkN+T1bIXfv7ZCbn4MSdlyyE2BlV8J8ei3kiyWYyZdg93yRBsUpU4eRhA7WWIpUHziIL8zmIT8jPD4SI2lIrNoNqf11SKKyQtOgXCpDMV+G/AKSFQWYyZfBGh0BM22rTVA1UAEoLeahvLgIKTQPM3Uqi5pmkx04MMd2WGYadPTasPPci3SxdqpbvKlieI2hCa7IPsa0buDZEJZj5Elip7FFlQQafNoHn46/zGTiZF6plIVviQzzwVCPqiAOHEJAZmcpoZJDmKMKoqOm+JDpYaWio3aBirATqeigtLbKNSFCT0SgsCtDDIX0CCWHUHbUjFPltUeH3A7nUcNeHLNVrKf9Xg1dabNAuiMeHXHWZTD6D/G9OqIMtOu+73BIij8h02jw3QU0kpY2cVxCj70PmaQqN1RFhBraUY9a6IcICbEnQ+iZ4NbbhdY1tH01wkX6Z6gEhwwvEd+rRIggMJxsKA6JY++PlhDFAWPZLKwYnYLR1AiMJbIwkklDQjMhpRlgYtgpKjVMgwgLTPGK3YCETXAIosNyQlCSetX23hBEBz3/NUwVLwkCQXL4nR2HyLCwLXYEsHMERTiKegULUkP6bNQ8OpxHvSu0pUZy1B1/ez1vBpc6xYZnufq+7gx6GxizS9qn1CQBr6Cukhz2Oew1X1uySQ703Pjtb38LK1eujL2PhYUFuPvuu+ElL3kJ9BJMdDQJOckRW8UR4+qtU3M0imWNO+BVKk+hE05MX01qL8kOOWALC4fwkh2aHFArBqWqX4e3jY3UHU45TWRm8TS3DipZENRCX5WKoyrxCcdRM6XQG/HQpQeT7U/gADN/yHAQyipiGz/iYFZtu5kUqg5d/HSpzXbYgPehFiYjFOdVnBvnwYYkhdoGlHcaSdo3jn9zZUFUyOseiYSkYYhIk+ICKTOqi3MA5RJoqTTomTGojqwgtcLepTJsm5mHXbPzUM7nIFEpwL4ZgCzkQZ/dDqW7boX89CzouL8Vk2Cu3QSp/ddRNe7fswQP7lmCUrFCRMXC2jI8dNVaGE+PEaGS25uH+QfnYWl3DkpLZTBSCRg7FmAqk4DRlAFl9NaY3wMzpgH3Z0zYNDUC1dUrQBtfAYap03FYqli0fW7nNExYJZgaScBUFjO46ERy4GAc06HiyxpPUZpYcyRB+8a0sM4hE90ukZ8d08Ua6NeBnSXh+WGViqSMoJAOmzUiNYdttrlUqpCvCG6DpAeRMIhyibLElHOozKhAOVegfUlQFhPy7xBGnwVFfYM+F9VyVWSJMUWYkPyBSG+OSsmComH7dDi3MVtdgY6rIAgWuR2pSJC4KqEfiwYFJEPkhCWSW6gEQUUH+ZeUBGFhP8CLNmmE9UVlB3l22F8SkVMoQSlfBtNWhIjygNLSqtdwt0DnlENXGMtK2RHs1dF89hW1AhFm+NsKv75FWF9Mby4EIyo8ncd6M1BvHXwmOkJSwnu394ak+IWAyM9+gzqp3kBSQ3hd1KeTFZ89Eyae8xykHvGGokhTUF0XGU5MPeNK44pkBnpooBoDQ00kkZGwksJnw5LKDQNGMxnIZJIwNpqC7PgIJE2DvL4w9AT7MDgxodtEhsyGgu/RODStW0RiILGBBAeSFimtCobtuZHQKk5oipMCVglFcR8fQVCIs4lKWVulgX0qoYslJUYtYFWsh+EqFIGKqU7tfZSrYj3hfaaoN2RK2QCCw7EEk1eIx2eDzobzvtYOFyECjRFVjCCr2c7kre20FMLzUcJQJOzldtkrSGbS6dT6CwsLLqXF5s2b4aabboKpqSlYt24dPPvZz6YUsz/5yU/I5HT79u20Hn6fTGKvH+Dkk0+GM888E8477zz6/IY3vAFOP/10ClfZunUr+YOgygS9PXoJJjpaQNtIDp8fkIvk6NAPTCVGZPgHLvJ6eEQJY/EDscaBhXuUEEqbo/h3OOtHCBMR9fZf5m2Kn9rCsZOw2+MQBI7ZamOZKik7PKlWXeSEzQ5p6lqS5JAZWKjA+vaGkRzekCS1/BrZIVcSZWloCOnqTCEZAERyoNoAB+QU9mBpkK3okERyq1iA4p6dUJjZC/n5WchZGhSTo5BbtQjzkIbbdi3CzsUizOVLNOM9mU7AmmQWLFQ+WGUozi1Afs+cSGlaLkMmMwopuxOCg+ICKjIWxcB+WyZBpptjZhq0VIaUDjkMcZivQGo6Ryljx4uLFFuLGVBIkVFBgqAAxVwZ5nIlsMxJ0NOjoGNvxj4eSARU8gXQKgVI6GlSdFD4iZ0qllQT9AMxQDOwEybIDDpvyGIEAElE53rBY4ttRNLAcw7xuJIqA8kH0AV5YZ8DqXKoYHYTVHRge62KO2SLRCW2QoM6T/Zy13aoghEpfeWmtD7+U8NdbOJSpIetihS8aloV8tqQaW7l7JEyH2WrYHBb73ZyXaESUtUgso2CBFLVHLKew5helsGIhFZMpgIQTlrEV3bUb18rJ+q6zjZt6/f0x3xxQ9VLqJqiAaniQ3D4+W3UCI4a0aGSHn7HXKo31MwlTnfEG6pC/Zza9UT9F4VEUY1EJbmhemZI1Qb+FRlPTCI4knpWZDwB8TcBSUhVU5QKPpVIQjqZhEwqCdlMCkZHU5AwDZqkQDKDzKHJM4OShAqCwvbWwGwo5P6hA6TsjCio4EjrVfo+beBfQWSkSL2BoSlIbshsKYL0QeJDpn+VVIWq4xBKC83Jll6b8Kv5aOD+cGBdO5o1vw0iO+x9StFlXbiKJDnUK0FOVAZMfFE6W7tscY6k2bxdT+9l5tvZVa8VLRJx0ehJ7neVR70bxI34CIdQPov+m9bfio6Y3aMbbrgBTjrpJOfzhRdeSH9f9rKXkXnpj370I/p8zDHHuLZDdceJJ55I71GtsXv3bue7LVu2EKmxZ88eWL16NTzucY+D6667jt73Ekx0tAF+SopmSQ5fT444WUECNwhn/6UiQg1rUUNaat4brRldRjH1jEN4qGRHsyEsjaCqIHzJGx/SxoE0DnXFudYUGHJgKcxbPRll7NSrRD7ItuLgT6uF7jhyRo9BLL1XwpLUkCS5LnVfXAGjVeG1Qevb5SbKoOlJ2gZJjsViBeYKqC7IgZVfgr1mCRKlHFQfuBkqu7dDdWEvVBYWwEinQZ9YCfroWrBSSVgoVGA6V4KdsyLEpDRhQQGf2ElxCyrOL0J+7xyU86gCqEAiOwKJSpFmXpDUQH+J/CIqAwTRsViuwqrUCClH0DC0UAVYqlRhdE8OCnvnQSssQMrMwEhSeGXgcSsXlqBYGIOZXAmqRhLMVAaMBBqciaOD5EG5UKJjgDNIOPODigzHdNcZaOuC6MAeEXae8C+5demkdHA8LuR5IJ8O6uKRmsIhKvCc0/msZbUhhYNNDJRUE0/bFLSKhAVO6+A6ilGnQ3BIhUbtC/vU4vd2G1zhJ3YIChISCZESVyVIxMv+Xlxo9m9ClIfHXtORsPCQlnaaGSIsnLAesW1FEjrl2n5q24kyRDtFiI74QsnaI8xloFtgM1IGo42qjga+HINMZvhBPU5+ZEc8o0OFfApQxXgJDrdywqwjFtTwD7m+U1+b3LAwA5edphWfcFUou/067EkSu2ej1Efdp1EXkiLLFqEphovgSOlZkdoVUkRwoDnoqtEpmMiOwmg6DWMjaUoDj2SGGIwKI3B8zopHsjiySDxLAkMO+CWpQcahuvQbE4oNJDZSupvcwFdCR8IfvxeKDhz043txPGtEgTge4i892pDgsLBwMUHkzLyrnTJbPeAiMGwSgxQbNoFBJAftTzEeleUF/Bx9VRt2+VK1IYkJImqUUJs4UZhibND4ntDo6Y3takSUBJUTZdtYkFlX8Px1E00QHXGHZCeeeGJDhX4j3Hvvva7P3/nOd6AfwURHC2iUIUNdHpvgqPtea45A8Clf9YBwh47UyqV7sM1kIuoID5WtblYr5m2zj8Ij8HgqZEhUcqiRikW2USUOVEhiwPKE5GgBdKxLeUIPOR0szRAEh+13IUNBKviw1QGSOPan1XEgW6r5Xsg24z7sUAmsD24vTULJNBEVIaQMsdl6C2cfsFyZ1aPqmFwKthqjPwwwQKR41Uo50EoFJzwG626OrIByuQz3PLgT7tmxGzZv203tG0uZcNQ+Wdhn1IR0bhGqMzth8cEdkNs1Tf4XI2vnYHTfw0HPTMLefAnu2blAISjlYhUenEzBQ1ZnYSKVhqyegNzOGZjZPAOLOxYgs3IOSgs52PeR22A8uy+1tZArQ256JyztqUKlvB7u3rsEK9ePw/jqDZDImDRY31WogKGVIHPfLGya3g6TG9fCPtkUJFImkRDl4hIUcuj3UYCFchWmxqYgOZ6ERNokUoUG12jyWS5AMqVBNmmAia+SAQaGoTgyGUFqaDbJgaoQM5WktLM4psfzQeacMqMOzRjhOalCNY/hNXkKQcGDj1lfhAcHEJG0VKhAKV8hixNSsuDJsq9vYdBZgdKSCGPB9LqOKsMmK1BFITOZOCEoROBgKEkZKtirI1JCZmwRvhx0PZZEFhTnMkaiAcvEOgIar5ZqvwUkZeyQHq1qm5hKe3g7BAXLJFIHt7N/C9gVRgJHhNkI49WaGWmVwl2Q1MJ24l9U98i6omeJ1wvE+5vuBPDc4Ssq2KODMUjodEaW+gwfKvyf3a2qOeoG3I3uEZ50pq6vPE/4+uMUrHwJPKZUnhI46pv5RK1+o1GPO/UqLfEhFCTBgSEhQV4XtTJtfyerDKgtrFbLRHFUMawWeQ3sV+DzgpogJl3sDZ32yXahsaisD5IaWA9UbmBYCpYvyI0EhaNktAlIWhnIVsdgYiQLK8ZHYfVEFrLZJHlniYwntSwn+J4IDfuzfOFyQVyI7ynzCRqGopeXHY4i/gqfDVJq2MtNJDjIdwPJDdtzwyY38LO4Lvy7sFK9gS+tisdFTAioPUVLCV2hMBab2MCQFPm5bBMa+FeqOmpqjpqSQ2ZYkcQJHXEhLbGvjFqmF4RDatiEhlSniHVVM9L6a9fPbcQ572Gh4XFCLiKQJYFoZVu5C2UfeJyL1HfDf90kO8T1w2gPmOiIiahkQujysIe4bxhLkxd8hIwv3uVO62yFhJxt9ioDvOEssaoVRMr4GI66yA4/00/fTkG0ejj+Gsod2juOqk+d684sQ0oMmjlwqzqckBNVvokhD5g21b7x08y2TO9pWYDRpejyLNuMZAMpLNDoE/dBmUzcZpC4DyQ7ZLtp8G3PKmvS58MmSLB8aVAl04+S14aFD3QcAIvsKVoRvTbmoaLpsGduCXYXHoBduSrcu2sJti8UYPv0Em2by5iwuCIDxYoBafRzyOehNL8ES7sXIJHOg2aakC3lSDpaLFcoRSuGn2AYCgJNRktVYSqKA+PCXAF2LZZgZdmC9EQKYHEG0pObSGaKnYVyIQeVwhLk5sdh12IRlsoV8unA7CdYBno4LKH/w1wRrKV5IoxGkMTBl5GASqlAHhaY9aOCSgPDJCLDQDJjyR0DImfxkeCgTgJ1otwKGAxXkSlihduoUHTgsaWBf8UC3ZAzoLZ3BakUysIvA01V68I6xDlF1gD3oRJuIqwDvTBspYTnQpeGokJAYV8Tcv8UziLNPhWvDbs8Um7gXJ2q6ECyxCYwNCRuKC2tcv05qXBFmbVGVGpKEBIlqb9bkQpXRGPZdVXbaIfKVBVFiPzdqal3uwnREWRFB2M5otXwlUb7bjPJ4Qmd6ES4jT8xpCot/E3C3PvT68JV/EJNoqVsrffYEOSGyFSCBEON6BCeF0gqiOUGffYaeBLJgX08/GeV6G8FCthDIXNxSYBUaVv8FvstMqFpjbwRdcCyhJkolmka6LdhQsIYpbAUrEtKy0JSG4GElYJ90qthn6kVsG5qgrKkoaozgwSHncaV1BlkAFojNaT5J5mEgmIOSj4a4r3MgoI9sARmS9GqRGiINLBVSJjYMkFkmEaN1JCEBhEDzlyH99kr+snIE1WxE4dhKFVFGeOEoUilhk1yILFhL6MJKJvkEErL2sut3qiRHLUrQHbGa5eg/OhcYQqx4ZAeTjaYGtGhbh+eabF+3aAMgF6Vhevn0QZyIg5EMHYw3G0Xk4Hyt9EtiLnSznp0LCcw0dFNJUeYF4cqF/S5y8Q112zWENXZpZM2VTw8sU7SsNQvnCUOgmZgrcjpWx2GxU6xWq+I8UsPS+Uq58sJkUHyQT2lilGolBLWmPEAs1V7NEylYSeBwk7K5Hch2ia+EyUaNNjLVyxYwPSkVREzmjQseqCPJQwx2M7Pg5VfAKuQF3K/VJpUA5ZNDuRx0G6nbaW9aqhCEO3V0b+huEg+H6Q+QFNRM0UOIKQcwME+mceKw5lNmpCpFMFa2At77r4Dtt91O8wt5cHccCDo++wHmckNUKxWYe9CAf69dZaOUSplwvrJDIwlDRg3EjRzj/4Y03fPgJEyoLhYgqk928GY3ECz9rMLBUr1urhnB+QmVsE9uxdhv8kMTKTHaOY/P1eAOxeKsC1fhoNu3Q0H3ncHpFbtBytGUhRCUinlIT+7i2a3bntwfzhs1SisnloDo6syMJ7QifBZrFRhcaEIlT3bwczNwOpsFjKjCVjIZMmngwblqCTAwXZiBJLjGUiOJiC9WCLCg9K92tc2SWIxpRyRJSILC84moVEsem2IzCcWERZ6wgAtmQT07cyV0LS0DOUyGnXK61mEkVTyRSgv5aG4WCSSBU1FKX2sfS2huSeRGWhMWqiQaoJIFBl+gt8XatlXqJspM+IQsSBIFqHasUkCVE9gytlCGcyUIcJmbJTIGFSYnuI6VJ4N8srAbVHRUTXIQLWmBLEVFujfoQlTUzVkR6SJFeVSilinjVhmhY4NGZWWK2ROKn/XggiqQjknyCDhRWKH8tjtc/eROt9JYo8OxvJWdjQexMdHBzw5fDPbeQakPiRIYChJgxSv3vSuLh8N6c1VN/CTilmZscw/A4q7+ujFZHtk+O2LCAVhyInEglRtCOVEAkz8axMKqJggU08Q5p46Ol5YKSUriU1iaERxUJhKSS8QzVHSl6ACZahYOEGxRERHyciRwoPCWVAF6iHFJMlCig1UcWgpCknBtK4ZGIcUZCBlpWDKGId9Vo/BylVZmBxJUn9o1KwRGhRiQqoLocqQmU5w+C/TuQoVBz6PhFJDhJxUIWmIZabhJjLwr0F/MfxSvEeigggNe4LCfTIw1NQeUNpdSepS4nIkN1Qio6pDWcxaUdhKqSIUL6WqnGxCxQZ6n9WMRdGMFN/LUJWyYzIqPjtKEQ/96DUYVZUaMhRFKjVEdj/Fi8NHvRFkpCoLCZsYVH9hrqho72rNzt2G3HraMb/g3QWlDsbjZ/mb9HYMtSjhWNsw/MFERyuIG64SwWxUHew3tN3weJNF8b9wqyI860qzS/lRrqYSD55wFqnu8FM/aE2SHOpnr1Ii8AAoplfqDLE3jaqqDqmROrrTLumZYcWIKaxVRamrcIYUGS6kop+MK02oVAByhSLM54qwc74AhXKJbqijSR1GUCUwZoKRmwFzzzZI5BYgZZXANAzQM6Ogj610SBokOZAsKZTtmQu9ZjxFapBiToSgkBzB/qsZ1MYcDnDtASbOmFRKRZjeth1233kz5LbeCwubH6TvsiNjlO5VH5mk44iDTTT0xIFqqViFPYtFWJzM0CAfgYPp4nwRtEUNzJQJ1YVZMErClwMVDsVCEQpze+jzjvmNpPKwJtOkREGiomRZMF2qwM6CDsXpGRjNz8NY2gTDxDAjMS9QXJyDvYuYdrYMZSMDibERCj9BogcH+JRxpJgHKOchaYyJ8JNkGspGwjmTNChHAsg0baJCdys05PWCvykyJNUg6RAdFYAyemkIw0wL445I4WFCCTPTVKoUuoIDeVSEOLQCKToEQVItWdhlFCQApe2T15FULeBMmpJiVpqG2jJY6XuhfidSudb8OuwvnMsRLw4kHuyTQX/EbBHus6aaEPG+cn9yn0KhoQKrQOSLjh07O9Ws3QZSZpB6xPbdULezjWWc9qhf20atoo22Ianaxh4gtkdHF/1DGIx+QXSzTZ+v2m647jYyjqryqCc5vPXyUZLapEetDNU41Ech4gpTSbjaL/tZbsIAJ2Jk2GCAMteThhUJhoQhwkGSqJxA+040506MQdJIwog2BklSd6CaAkkQe1ILNRvYN8gXII9hhEhwaCWoaGUoQIr+VrQSFLUUKT0w/IQUH/iSIbYKBOmCqoyMyJKipWAEVhDBMWGNw8qJMVi1agxWrxDm45LgoNSuaBRKBIfwzJD+GeSZgANQZ5kIPdGULCiS3MDwk4RRprAW0yzTnAESG7qBz1yLJjJQdYk+U9S9sO22vC7udClJJSKpFIVJuR3d4xAewgcLva4E2UFZU6r+oSmS0JDZVrx+HKTasD+7z7W8KuzP0kjUh9yQoTp0LjS3ikM+0rxXuKpWUf1EHAUHXun2KrK7FKTkiALvuCFsvVbIjChl1IfraPYx7LKio4nQFeY5gsFERzcQ5sch85J7B/pWB4zYw0gO7zJvhg+Xe7YiqlB+YGE3krA6yrb78S7ijUogeF16bG5b8aGg1eSmNtlBzttKOInYjzCEFB0VkRgszIQ0CHKAh4NhIde0s5dUy1BYnIfZuVnI5QuwVNYgb+mUhSRXqpKh5rb5AhQrKJ/UYCRhUDaS4pgJifwsaA/eCZX5abDyi5SeNLtiFYxV05BZDZBOTUK+AqTMWCiWIaHrkMZUqGSaJAbjWmlJ+G3gsUlmaCBeNdMUWrF7qQgzC0swPzsL2WoeUtUCrC7uASufh2puiTwzcJCZHBsFfSQL+tgqSBoT1M4ikhn5MhgFg/wu5vJl0JJIVgimZc4eTBt7c1BdmAGjlIOEgUoUoOwshYUZ+h63RbKiao6BZrrFjXtLFcjtniWiI5teBWYSzT9Fp9CqlMhrYw4NSssWJEYz5NOBhI08bxVUSpSLkEhoIjzFxEwpiZp/AjF0ulBroCEpkR0aER9OiI9rlkMMdvE8oAKDFB0UYiHSw1H4lm5A2RIEEoWdkKeECD9xwkFQ+UDZSPAYGSJ9qq2sEZel3ZnShGEnEQ/yN2ibf4p13CQAKTjoe0GQCJNPe7OKHUrihK/UyDwnQ4u9T5cxqFJXUj2ppIMkZSpV0Kkz5v6F4HJpRCpJGKeudqYVUbaddcXhZUS9LVvxoapPvGV0C3pMj4446zIYHScYOoTmDUk9HhgdTtsYVsdG4ST0UfbR7AxkNdT7hYUK9ut8OGoKjloWklqWE1F3T1YTb/3VTCa2msM00jA5MQkTYythbGQcxjOTkEpmwLDQ1jNDKVlTdhpWEz24kBixs4KRF4Hdv6taVcjnSzC/WIDFxTzM5ZZgMbcEJShBQcuT0iNhLZF/h1R6eIFECqaDTWljpBxJailYl10FUxPjsG7VOPVZUhSaopFBKE7WjJCSw4KMYftl2AoNrBe+J1UGhaLg/jEriu2hoXhrJGy/DXwlEhUwjCoYZtVRbOimrd7AU4TtNu33Sii2zChGfWzsu8j+Lgl28JkpBqMYYqCSHKjkwL/YF5MkR9EmP6SKA69ISXpIDw7y7bBJDr+BriQwvJDkhgzVEVdezZdDfC8+CzWH0q+p25v3+qr1FeTVTPVSiA+xn2j3Ab9HuDq3FKYmaVUpGWWc5KO5tzPpdPn+2kToCjMdwWCio0WEqjliEhzem0BYx16dYXQJG6Sqo2EmEJ/6utaRBAPKJm2SQ/F7oOI8aWhdknKlnk68oF/OJOfhXr8fvMfK7bWAY+6OLLQ9BzxZSFzjDul34fH4QONNHMyJfagpL2smpHJf3tuPLA//kteFZsKeHbtgZuc2KM7sAKuM5l0V0JIjRDgkx9cB2lRgFWexI0Fmj0Dmnljs2lETcEiPJEd59w4oTM/T94W5OVgaXw2VpSosbZ2DO2aKsGCZUNQSMJ4dhTXjo5BaPw4jYymozu+B0j03Q2VmD80YaGMrAKbWwa7RTXDf7nn41W1bYNueBciXK3DQ6lHYf3IEVq3I0jEozi3Cnn/vhtJiEfKzOVi5mIPxVAZWrj8eRlIGZT9ZmtlLdbr9wQzsM5GG4/adBDM7Sst2FcqQw7CcchUOuGcrrNpvG4ynDwEjoUG1gmEfJQpB2bltHu7ZuAiHrxqB9NQ4pJQUrbjtzN3bYXLrZtiwz0YYySYhMTLufL80X4Ads3mYK1Zg1dopyKwagdH755yHL4Z2aOUCpEwNJkcTMDtiQrGQJdIjiTnlZGpg0xQeHWkTkqNYRhrASJJhJoZ1ELFQxVkhDVIJHdKoLCkXoLo0D2U0Bc3ZoUn29SYNRZdySMaI78i00/49icwuaChaBt2oQHmp6JiKkt+L7WlBzupladRp/85sgxUyTbUJCrHcTn9bRpKg6hAkomIiW4sw96yAkULphkJYECEizUGFYsf5HZICBBUWYn00CpXGqbSdTWJYdsiNc7+qogGpMBSVoTbkC2L/XtGAFJUluG9SBsn6oOKlVKZQGRm2gp/l/YrCc6TipIuQ8d9x1mcwBhXNelC4EWSurkckOPxyJ3hScjv9gNrz3DEhVepXN0ipG/HoPqEk9RlI6tOpeuoU+Lv3y37iDVuxQ4SF9M5pl0jrigRCLauJrKsMWRG+FyMwMb4CNqzdD1ZMrICEMQJpLUukRtJKg1nBPoUJaVxXM0TqdArJ02iCQA6IZX/L0aSMJMFaMeqkPycT6qUSLKKSE/8uFaCA9+wKhtAKZSJNJuCkgKFDyjAgnUzAxFgKsqMpyGYTkE3qkNDAUW6gR0bGqNikhkzpWoWUE2oiyA4nS4jMFCLDWPQKKTYoFAWNQzEcBbfF7zH0NIHZ4wD0pCAziMigjGmKggPc0mRBbmBMpnjmuhS+dCqwL4ORwTqpO0pl0ybwDQpTkeSGyBam2wSHIDewP+ZkTrHTxYrrWag75HtJMsgUsH5moWoYiiQ6JJkhQqVr03dyf0HPJ1U54iVZXL929B9pNpCjmWdjG5+njpdJ1KJpckuEp3eakFVhC2rjbdOpygwBmOjoFOIajsoxQsSr2xuSEUvZERWS2KA6KcSATOfq6e9IdUdgyEqDkB65K7dUz1ZjqHXyhNd4/TlUOTze2GSQChl82t4ZLqJD5o+3hEO20lqxD+XgygGpBIXv2OVVKhXYvWsn7N21E4ziImiFIuiVMlj5nAhhqQobL9OqCGWAJowZSQGAXge6BqM4IKWpAx2sUpE8HUqLIvRDT5qQJmdYg0I8ds3nYOtMjsI4MLxjzUQaUrPjsDttgDH7IJRv/jMUZ+ZIaZKYWgHmmv1gcVMC9syXYMuueXhwegnyNsmSMQ2w1oyTMgORn83DwmwBNFOHzIq9MLp3O6T21SCTNMRgurhEng25xRLsmS+AlZwASGUo5SqmekWiAo8TpoxFVcfICltVYftNIEQGFDQVrcLkaBrMjPt2VMD9LsxCdqMJ2ZEEmKkR5zscJC9hBpIKgJFOkqIDZ4awK4izQiK0A2WsKIcVyg0zIUJgsANGDy5Jhhka6PiyvTYsNC6tiBAYukxk9hRdqDqkP0fZzgyCShAJ1YgUFQk4kMfwkxp5YIdmYLpW7OygyWe57IQ7SJNO2Xf3hmuQ+kI4eJJSw3sdSsUGKSNUzwybGBHETc3klIgDuyzxcFW3ESoQrCP2jrwhKLgvSi+rpptWlRk2SaRuZ6m/GQqHEWSJswp25mUbsJOp/N5JBdKDpznef1z3oAjrMxjDh3qyo1lVh/+goa2JIb0FehZ4QkqU7CCyfn5DOUd14fQQwgc/XmLD2bePkkPu10nj6hldo3KCiGZMw2qHvSDJkc1OwKZ9DySCI6mPQYJ8OFKUucS0TMhYaUe9kUTFB3pdKGlY6blmF4OfETIURNRR1s1WMKRSUJ5I2T4Stf6Wd6KLiBR732lUaWCYrAEwSiEpFowaVSf7SdrJcoJhJzbpgUagdviJHKBK00wcbHvJDSGqlASH8NnAuSs9ZRMc6F9GJId45uN7H/97cZoc9sG+5O2XJDlwUoD+SvVGRag1UMFRRlUHhakIwkP14SDCQ5Ia0mDUVnG4rzP3r0EqJvz8NWR4ivjrPk7qxFyoqpom6ZQ+uOc3rXnID2GpH46wNVp5QjYqOWzfUdLfegsToVLdfqY3kXWFzUgDwURHs1DSh7rQpIrDj+CojxYLJzt866KaeTokRYAruE97amvZD2YkCXAQLh/iHs8OlxBUkgNyQOnNnkLhJqoao6aMUHZCX1DnQKoxMBOJvT/MnCH+JuyHh5hVl/sgI0E0s5K6N0zXqmQyQSUHJO124ow7Dj4xGwoO4uxWi9zsSiozzGZin1tUQKCx5fTsPNx5z2YolYpkYjmRzoCB/hjYMSnmSAEAs3tAR8+L9Dhks6shX0GzSo38HKYxG0kZQ1h0KFSqkEU/iUoJSos5KM4uiIwXtj+EhelYS1W4Y/s83LljAXLzBUhmTNi0TxYevnZM+HPM74HdN90O81tmadvsunGYesgspA84lh5id22bhb3bFyC/sAizuydg52weHr3vBKwemwIzk4a5mTxsXirD6H2zNCNvZFIw9WgDVuEMDw7mF2YoBGV621q4NZuE/LEbILNiHzL3zFWqRMTsKZZh7517YPKQu2Djk06EdZNp2Doy5pza+R3b4J4d47BlbgVs2LgOxtbdDfDArPN9bk8ecrv2wupHJGDDZAYemBCKETr2lN60AkulMujZSchMjZAhKXa8Mui1YYfC4FlH53ZUciSSJiRTJpFCFOZSLjvhGMTco7IjkwLLTEOxZJGhaNE2FZXXc9LQwcotQml+EQozBSjZqo0qqh2qFQpdQQIGSRD0I8HLGxUeGJ5EWXPsTCR4TPE7MvqslJ3ZGRw00DVje3VQCIyU0trkiUOASLNRSQIQaSBezm8I1RWk1hDKDAwJUYkHVHAIY1D0xTCcLCu0KXmJCFIGiSChKKmZispQGTLotdslvhQhL9hGCn0puVUkpDgp2y8k+qRviCyTDFClogN/p5av0qpvPTq4v8EYAjQfmuLeR+ikTyyCw/DJQqKqOz2htw6UNK4BoSmS4PCmZBVt8AsjcSNofltN7So9pshDwyeVLJIbMn0rpXS1fb4qcmLJnkXSKBWrCcnEGOy7cROsW7uOCA5DS8IITIAJSUhWk5C20BPDgJSO6dExJSs+v2p/qW9j948cVYBfmlb6LLKZyAF0UBiB6g8hQ01E6tYqDY6R4EgbZfqbMitO+lbMeCKymlhkCkrnQscJJqnM9R5XOzSDbM9sjw0hpnWFogj1hpA5aAmF3KCNlX6wnEKniQR8MNoTAwWb3ChhdwwVmQDlkuEQHKUShqvqUCwbNrEBUCTDUdtY1KYoiNRQyA1ZpDcIm+gkhWDyhp04x5+W1c6FYzRqKznE9lHICLtvQd1sqeQKGNY3mR3FT+ndLfg9tiOH2dhG73gNywSz3QJdG7GzrnSsOgMPJjp6CD+So9+uVSc7icevo6beEE/Jhj8yrz8GwV5mdwAkyaEOZuinbudNd8oW+n7ne0mWyOwTOAEtTUWrdKeTBotVyoKikbpCqDqIuCHa33TSd2EdZMpWclJApQAyuyjxxG0rpVq6V8uCrVt3wP0PbiW/DEQJH+JlHUbMNPliiBQVqOxYpEGoWVwEvTwGaSMpzC1pwCkMLDFjB5ZtJcSTGgfiMvsFZjURuT7RxduCPQsFIjkW5wo0WN2dQXd0cXyt/BIsbJuDmftm7cGjBakVe2FFGVPE6ZBfKsPSzAzk9myFSnEtESULpSqsSo6CmU6RKgO9NhbKAKumc7By5wysqpQoOwsdV8zAUa1Afn435BcnIVe2YGQkS9vKY4/I7clBYXoBMgkNpjA0JFW75ZRyC5RqFkN30PA0PZlyXTIUbpErQtLUiJxIpk3y2aAYZtVgNpEEPZmAtIGGpgBmQgcDj58hzimlhcWZJTIb1YXCw86egoNpabKJRJJumkSelcplIp4wxIIG8eoFXsGwjBKFV1AGlKQYlDsqCfs6RD+SSsKkc0spVRWvDcfkE5kZupZVJYVSlKqGsNOtyr8STopYy02EUJ1tY1C5HbbFdYxlOIxNWnhT1pJfhtxODedythGdTCrTqaddnuP74W6UVHkQyUS/+VqqXCJa7ONNITqKGatQdPgQwh1WUFDHP4ZqVREtMRjLhuyIOhBwqzk6qOJQCQ5f3w2FeLAJDpmxJCrRoRIcksiofRaEhtwPGoPK5X7ECKk5LMxvgv4OOFhGwsOkew/dBmlAi8+uNGRHx+HQgw6HkRFBcKS0UTL6TFdHSMWRhIQIU9FRxaGEqZAUX/SnxDI7ZMXuSyGpQSnnkUCwiQo0/XTICkl+SFJCehggueEYYcosKKi6qDrqDJn1JEmeGRUwiaAQ4S6GKUJTiMDQow2sJdHhS26IuI2agsOumENy0AGvGXjTX1QQUgdUPJeR3KgWZZiKBuUiqjh0KJdRwSHIjgJODlRFmEqFfDmwDyJm42n6widziiy6djWCL7nhZK63lRpERCH5o6yjmosiaeTsRLnafek5Z+yhXMn2fkSYbfueqb4K7y6OdBwVkKv8evhNNVuUbaX7kEofRnvAREcHEabm6CTJEZp9xavqCPPy8CM7ZFCjSnzYwFnPsIwnonJqCIutNMGQEWnEZD9rnBSuQute01SSe6FNNJCcMylmxO36kDwQ5fa2nFI8BJBpFzMSFEJCqo6SyEiCZIWZFqlgsZNBDyyLwkdw75SJpYoPak0oSsoFsX0FB8IV2Lx1F+xcKDmZTMpIZKAxKMoyUyIeFkc+GO5QXlgEA/06lmZBT2UhlVlJCgH0f5Cz2gv5svBJQEWHHDHhYBBTdeJgmogO8fCczZUodCQ3vwSWlYHFpQRl/SCvg3wOFnYswo6ZPPllbLp/FkZWZWBlKQemkYVSoUzZT9ArAzOupLITsGepBJumshSCIjOg4AHdni/Duh2LoBfmIZtEHw8NqtgO9KSY2wtLFH5SgZXpMTBHReiLxEyuDLndMzBu6rAymySyQqJSzEExJ7Kn6ONTkJqohabUzDAr1DnL2kQHhq9YVgUMJDMc23AMORGhKzRDlTaJ+LA09DwR14K89DELSso06NDi+SRPCAojQakrKnQ0utaLSOLYXhjkX1GtXc/ouYLkEZIcqL4xyTRTED9IwpNvBQ3YS7RvOp+iBuJ3gYoHObC3B/t2M2q/HY8xqDgesiMiyQ7Va0OGnwiiw7sdhdrgtUm+IyLdq/TaEAoS2zRV9Ssm8w9BOGBYj1ofkrbaddR9BkOSjCGygsgkmxy1VVtSsUJpbb23H5vQIOWJz31MRKr3s6KDJR2M4UF9RpHGWeX84R3cd4rk0OvUJGjUqZZZU1noLoKjRnQIg8+wbAsOEeIQIrX2qCoOuQ9JdNTUHLX18ZlWgZJN4uugUxYTUWdcpqPBhK042bBuX9i4YSMkjSyRHAktDSlrlFQcIxiuohmQ0NDkE8NVMFRThKlgfwozmxCBYRMZUsVBigFbGSDJD+mZkZLhJWQOiv0byyY9RJpWw84a5nhmkKebCC1BQoNMQtEnwzYHNZK2AiNRy3DinB4vAizwVN7KRW5Q5QO8N2oHu/acI3IfO40UV2I/s4SCgzKRlXQnTKWM71HFgUSHrdqgdLF2uAp6ccjUsajkkCoO2bd1XzvKe6WaMgxFJZHwuEoCSZIZ0pBV7kBVe3hH5jY3Ig6nrdqQYgEZ6iLqJxaK/eAzWItNIMSFWkLQ3lp9mkYlVfzKEdez6ON0FbbRbaxNOHQlEEx0dJrk6CbBEWRKGigfU4IS1RAXn6eKXF6LFLQJEHqjPLA95YjBoR22gkSB9MeQxISRFDdx9EUgsyZBGMgHA0os8ZWx64BhJ3phQSgrKGQlCVYiBZX0GMnvMGwFDSopvadlQdpEA0kLRhMaGXzq+XmApRmoLs7RgFUzE6Cv3iTiJhMZKFY0UjbszZWcQcsq9IfAeE9UYuRmQcvPw94d2+CB3TNQMtNgjq6l+u5cKMIiDpwtgKWxFKweTcDGzARoyRkydV3cLgw8J8wEmOUypNeaMJVJwd6cSYaVi0VBduzJlWA8bcB4eoQ8LXCQmJ8rgpFcIFUIHUMwIbdYhsW5JZjfdhcUx1aCYe4LC2jeqJkULrNt6wLcOl+gfW7Nl+DRN26H/Rd2QTo7Rilil3Zvoe9KS7Ow87br4ZbtB8NBK/aByVXrXP2LrfkyrL5nBo6c2QqTUw8Bw0QDLpvoWJiG2W0PwgOzR8CGVathZO1K6mAVbMXN5sUSrL9rL2yoLpLh6cSqWvhJcWmOSJIH9iwBHL0BxvZfCxvTd8CWvH3s0S+jXIaMqcOKdAKy2SRkVqyhstOZhFB52AayqNhIZRJ0rFLZJBjZLFjJNF0PFIZE4U9oTKbBaMog9YdWykF5KU+GomSYSaFEOl2DS8UqzC6VyHgViY5yqSzMSWnmpwDlfJFCW5YqFhiLRSjnCmAVi6AjZ0Z+LRiyUYBKISdCYJBMceWfF+ol9KFAo075+xIEh/1bI2+P2m8RSROsJ5JQSFyQWoI6JLZRJxEKJRqU1DxBBDmGM1S4XRK3UzKZkPqkItUnCcXbA8ks2zQUjwtmx8HQFyWMRIa8WJSeuKKYkYpwFaorhZ/YGY7kPcROkVtFU9dKWoTnyGZSmVXyR8nIsBd5bND01MOKdFrNgWCPDsZQZl7xNSiIQXY04dNRU3O4SYEg1Jt/1sJXhHknvpM0sqreqJmK1hQbou5IZtA7zbS/wzSr4j2mS0WCArOFqMREnVqDluLwx6B1xefaOpjhRNQ2Ya+J5EVNyUFkB4Uu0B2clhW1IvlzFDTMZIL9F0zvKp7fiJSZgk2bNsCqsdXouAHpahoSlgkmGJAxUL2hkaE3khteUsPxzHAGzPUeHILcEH9RxZEgJQYahQovjaxZhhQqMfQqjKZKlK41kUR1hvDEMFIik4kw/RSFaWk7Zbsp1JQOm+J3yl3kA8lqnQ6z6pWlXDi10y0/q2oN+6+zLU2cyFhPRblhd0mrBXzmYd9GhKeoJqNqFhXpwaFmUZEeHJLgoOYoA0+Va5EDbz/jUFMhNZBUonAU8iixiQWPIavYjxU68HWerbZqg4xE5aPa+c0oobD2do2IjJaIjg49ItsupqzK1MXdNSNFMHHRPjDRMSAkh9aqskNRbvh6dgSRHbSBR73ho+ZQ26WmZVXr7WQ7kQoMu17C60KEgYjQE/zrSQ6jDPhwgGoV82TWqaUyogx7Nh23x1CIeXtAOJLQYSKVgAqJBSzQiotQmZ+Byuwe2geabxoTK0FLZqiQYhW9H5DoKFN70MthPIV1A9BKeVjcswO23n0HzO7aQduiEsEYW0tVQ5Jj71KJ1BnY6UCCZsNYBvR0hr5Hvw0cyOX3TMPI2G4wJveBbHKEiAEcRONgeN4owwIqBcroFJ4C3faaQC+H4mKJ/CFQVWIimYHdoSL6RCxQiEwht5bqLqUBaAgqgQPHHQslqC7MQmrCRzZbKcG22TyF36wYHXc5fSP2oGfC3DSk9hHGnioK83soe0wluYJCUFBZITFXrkBuOg9aYQEm0yth1ZiYmRIXilCpLCCxkRiH1ESWfDZGSjqdOzQ2pRSwmHbO1Cnji5nOEtGBfhpojJrAitrEAKoOcNBtpA1xPo0klNHLA0N/7AGykyYWlRlIWFCGD5HlQ3pX4Kq4HSp2yLsCB+RopUFxk3IgX6bwHjyu+FIH5PJ6pQwzFhIAQoXgNfjyQuzbbd7p8qSwv8O6ubeT6WRr6VydMA/bUJS+V8cz9jGTXh9YT5rFqTM/lQqSmqKk9lsUShDsBEo1ltoWMjIljkPEmrv2addVKjtcZcrMSTZB5WRd6VV6WVZ0MIYdUZSdIcqOxiRLsIdFaJlOJpIG+1YHkjapgb4btTAUQWSoqg0TSQ07RAXNO5GwwPAPJDUwJaqOJAUZf9ZIDCQrJIEhyY5EVaRqFQbX4nskH2waxM7YUPMy8x49UqghiWuV6X1JG8NkrfTEKGtlIvFXr1oBq1evgIRuQqqapOxuqveGIDgEuUFkBT4zlfAUVfAgzpe/l5AgOuy0rraSQyo4Ehh+olfJLDSZLINhViA1WnEymuhIaqBKA8NTMTsZKiTxPRaKoaR0aOzKUcOdYEfb7NOWJYoZLwDT7gQGKPtCoSavsdWHlLzG8hAcUrlR1ik0pYoZUyTBgX9JuSH8EkT2FM0JUUHiAKtJpuI2faEOTr1KApXfUckNUnHY54cMWO1tKdsHfSeIDbpu1NAVT5pYtTSRAlZMggg+UvXlq3XMyazfsuk3O2WsQ2D4z476ohsUQNPESpzHsacIqbLp9hNdXPYxFR09CbIZDDDR0Sckh0oONJZTRb+gXTOe+NCWDLmaPUWmNEM6HmeAHSlmvb+GY5UhdiI+26Ensh1OFhJ5o8AsF2QmWhZGoBh6UhaZROgpkyjb4Rgm5NF7YqlEA24crI2lDEq7Op7UAekCmoXfdq8gKgo50DOjoK/YB/TRKYCRDCyWq3DrzgXYillD8mWYGEnAxskMrBldAdkEQGnL3VC47y5YeHAXFOeXIDk2Ait1HRIHpqA6uhL2LFlw555FuGnLLM3so2oAZ8SXzCJMb7kJZu+8GUrb74fcrmkwR9KQXrsWEpMbwNTSsGO+APfsXKAsKPfvXYJD1ozBfhOrIZvBbCYZyE8vQH5vnrKoYPpNNBwdP3g9jKZMKBQrUFgqQTFfhvtmlmBqxIS1k6sgMSpIkqXdOTK+LG7bAiMbDoTs5DgkkgZ1JlA5kJ/eAUsjE7Bz8XDIVUdhJDMKS57Z79sXCvC0B++G8QOPI1WGF5sfnIdthxVhfXYljHjcxlBlUdm5BcYOB0imRPYUGhtT2ts9cPeuRXjkunFYvXojrEgasKsoTDoRO+cKAHu2wuoNa+iY/HFqPeT2bhV+G5UyzOfLUMlMgrFqA6xdmaFrB+uOnh0JOxQGQ3yy6QSkx8Zo8DsxnoJV2RRkTA2qxTwREmQomjEoTSwSLtXkKORyFswulaFYKNOlhtcmhgrp1RJYSwuQnylAYSYPRdtAlMIsKE0smoqWoZxfIFVGsbgSlpAQUQx1keBA41UMrUH/FCRO9Iyi2iiXSJGCqga8lhx+wDbLRcJCJQGkqShm70Gg0oJ+c9Q5K5NqAsNPcKILO2oULmODVBGUDaZA+3Snly1TiA3+tlJE3NghUNLgE7ct2yE8ToYYoejAF5FOuE+K55JmpCLsBAky8pKxCRZZJqXRrYpjhGFXJMmWRCvdTkRoD3ly2Clrqc22aapUraCZqXM87awr3aY74np0xFmXwYgPaZPdBlVHTNSpN0JSzQbXRagsauv5+1XUirD7Ug7hoapB5DuvegMJ8qTzWZIapN7QkdTAsNK0Q2ikYITIi7SFHhcGKTIwHSt9SwSJKAgzl2CZODkhlV6UwUTJMKKGf2AGsJrvQu14yGMo72dVRcBAhDpmKEmbMDKZgYmpEUH6S3N0D5Fh2u/pr60IkMah3skm9zGu73sKqT7ur0Z0YOrXpF6BTKIMCaNMHhupTBmMZBUSE5gPVgM9qYOWTYKGHl7pBDqAixthKmm7wQt1DFXcDomk1Ga20sKWTYjP+Cyn2QZ0/hTkhxZ043cmBmxCRPpt2M8peo/PkBIaiwqyAwmOcsFtLIqeG4UShrpqUEbvDRmSYvdt5XmRpIY8fi5iw/EtcV+bsndM3ymiEwxDEeRTtRZ+ortDgSQh4hAdpOqokR3q+ZNZN7ANsloOyWGTHvjeICW2wnh5PD26kba1nWEnzcwrBPJm3n3h79w2iu8mKLsRm5G2DUx09LGSo+43F+EX3SjNrEp81Ey27LI8hqORCpOyUZtSdkgOhRQW4Ss2sYIyffS4KBVo4OOUgiEolkmztrNoUIkD/3IVlvBBVAVYO5oQREe1DJXpnVDYuQMWpueggg/QiV2gpdfA4mgB7p/OwQ3/fBDu270A0/N5WDGWgv1WjsL60jqYy2ig/esWWLzrAShu3YNumzA6lYHJQzaBuXYTwEoMP8nDndtn4PrbHoBSLi8cwndn4fBVI7B/bhqqC3thafteWNiyExJjwlMiW8yBkcgQsbIHw1fQHLRUpmwfi6UKZBMZUlxgiER+RhA8yYlpGFm/G1Km6ChhuAIOxlGpumO2ADNTZZGuFTsMFOYhfCFyu2chPbsHsqsOgYxtzilRXJqFmaUiqTpG06M0APeiNDcPafTpQLcxDwr5EswVymBNZGiGqG7bhUVIlwtEkuhmggbVEtNLJQo50rPjkPXIQdAjhJQkhgYTmQQkR8eJ6NDtutOgGY9JZoTCTrIzeUjoBqWMNVIim440U0MlB3ZsxpD0MHVIYMepWKCBOgE7mwmcWUpB1UxCvlykc4EZPrzXLhITqJQp26ESlTwOrO0sKnb/i8JPbPKAMpTghW3PSFHYh923QqIFyQgyPVWaT7HXfj4TknCkxtWyD1GnTVE/uO4Z9mQX+c/Yhp+0jn03wbIcBYl7N86EGXXWnEwz2EYRo0zbVmrEiShPGINi5ElCzqx5QEQN8qM+fiJEVlB57sqQEsleJlRcdbuteY64TFdFfbsNqQKKClZ0MBj1UA1AnWUxhhD1hIe/5wb6WZBiw8jYag0kOjIixERD4mIETEgRuYF/kc5IVzOQxL9a0k67ij5bgszA5zP+o5AOU4N0OgEjIyakkjokEwYZbZsmvteEYTkpBoWBpIF9HwodFKnIy4USEdY0+LazcdC9ztDAwjDalAlGGp+RKTCSOPCu9RXdXg6C1JCEBr2XJqGebB0qalnAa74R6p1bmIwCJG0vDmozhatYNU8OTOWKg3AsnJQbdmgKkhxEdCQxVZ1QcSDRYaLCg4w0apUgg3aRUQ8wywp5XCmqIqfilZrUwO8BQSGoti8VyWQUwkM+IzE8FCcGMNle0VZvFNBQVIdiUSg3kNDIl03bb0ODEpnBorAEJ+Dcao36TCk1hYa4ImVoijh+8pxJg1aZHcX5zk6f64Sp2GoNx4dDTRXr82ihtLC2alTWSVw3dmiPhhMJtfd0PJV+RZRUsc2gE4/B2OlhA/cTLUyEzovMutL10JW4G3SoIkMAJjo6YTyqLrdavx7jdJyDHmxhK2OnwCE7KBNKiEmpogLxa7McTMnBHTHhGE5g39UdVUduTvgHlApQ0Jcgt5iDPdYo7Fkswb+3TsP0YgFyxRJkEjpMoapinxGY0IsAu++Dub/+A+a27IL8zDylAx1dOwXjKw+GwpQGe+ZKcO/WXfDgzkXILxZhMZOAciEH0/tlIVu0YHHzFth1632w965pWJgtwGg2CTv3GYPJfAKqeyy47t48/PXevfDAv/fQYBJ9H3au3hcOmMyQgqS0dxoWt+2GmXtnITWeozaNFRfBTE1RWtH8QhGW5vJQzJmwxTRgCR+ymRHQkikiOgpIghQrkBxPQnF6RniQ6Gh4ZUEJM3iUq7BzPk/EgTWWBj2RrIWhoI/H9j0wtncHGPvOUxaTJHYkbJQW52H3fFEQDmOTkPVRbeT3zkOmsEhpVr1ANckSdsLMUcpc4gUqUTKlPJgJ0yEpJJBgIW+VRAZGPaEtlEWmmCMn9yylcM3SC/dBWWnscBFIpCCRTcJI0oREuQJJ9NpIJpy+C4UQ2LbvmYQBIwmDQotQ0VHOY5iIlHdqlIkFuwpI+pSKVTrmlCLVUUlgZ7NEKhlUZSxRulOhaJA/IaFawMwsJfKjKGGH1XOtI39C7SN1QzVSalH5s/IkQKllSZFSGRfJITxEUAVCk1yejaljg3WwQ1Vc39khJILsqP9O7L+qkCTucBnHIJhm4sRsk6weESR2xhk1NEdmYSFSRsb8OAasCjFDiz3hOajykKSP5zh4CZVuQA39jro+g9HXiNpp965HGddaSzvrzWbiu44Q1Ydur64rTUWFz0aSlBsJI01/MRwloaNiQ6g40lYWMokMTJjjkDZTkEkmYDSRgJRpQhqfKYZOhAb2PdDIM01/dUgkcLkYSOKzDGfc8emVNKoukgEHs5SSFR9pZEuBig/08sBva89NuiXisSQTd+HtQB4Q5POAzwE0OZeD7JqOR4ahEBFhEx3o5yAJENfsvyxLSR1qe4w7M/y14yrIEmd/tqIjYVSorajkMPG9UQUNyQ5iWYQfB/lvSBmLiDUV5Iap/JWQ4dL0UBcKDjF5gA8N+8DResKTQjwoPdcCrW7U9iGfC9LfQ2b+wv5XURiMogdHpahBpaxDoYAEhw6FskkKDgxLwQwqwnMDU8SKPrE0FJXHTlxvqqLJbRwqj6F6/GXWFEluSK8NqdxwMtZ4yA2V2Agb4OM5lGExImMKnljxK5W1FfsW5JZDdrQItU5uIqV1RE3RHqW8SF4XQT4nleBUyp0Eh660F0x0tJvc8Kg56mZwI/y4a8y9vHk0WT/X+KFeTSJ/21iOhqaOaJaFej5SZ1T9Q1iUv5S1hKScmKLVHrDahqI4wJTliJSxGoxUq5Cbn4GlXdtg9s5bYH52GkooDh1fAcbUOpidPBB2LpXgpn/vgvv2LMHcYhFSSQM2rBiBfcx1YIwnIJlfgj133A97/r0bFrYtgJEyYHK/aRh72DYwJzdQ2Vu2zcOu+3fB4q77IDW2EnKL+8Luh5Vg39EkzN+/Ax68cTvcMJ0XWUWmczB18/0wsmkDGJuOglu2zcEdd+yGLX+7huqezK6A2zdNwGGrsqQkmblzC2y9YRv8Y+ciTCYMOGDrAqw5+T4YWbEf7F0swtzeHEzffydJ+vOLh8HdxyzCPvtOwGhmDPJzBdi2UIKlmQIclC9DMpuCDU/Jw0hSJ1JmfvduKC3NwZaUCTelE/C0AzeCPrYCNNOArbky+V1MXreFyJ21U2vgiA2Hwj0PzMJWeZyLS/DvB2bhjn0nYP3G/WHftaNw+1011QUC2z81uw1WrR6FB1ZtdAxJEYWlIuxeKEBRn4TMygzA9gXXtvnpeZjIz0Fm1ITEyDgZkTr7nSvC7qUiHLp6BYyuGYHxmTzVl6497BYvzYNRWoIpnA0bH4PCijXUGUEiKWOnrEUyKD2ehPRUGhKFCqSnRiExMQFzFXE9IdEg08ROjSZgPCVm0/Jzi1BcKEAlXybFB/6Q0LsFQzXI72SpCIWlRTCTaUFY0MC7DFYBw4hKMItpfStVKM4XBJljX/BOithijoiSXKEMeZTVmhiIjHG6wvuCOqXYVklQOD8XQTxI4G5lBhJUSRCp4BAWKJm1hMFnsUChQZSRRORFpmOFISAob87jcjvMRlU6iFAQEQ5SkmSBTX4gGYPbZQxD+InY9ZJEBKpWMCOQmsmFwlnsMBKRjddOCWt30nE7qaShOGdlVonCZ2wiCMNPXLOwRGaUBYkkPUSklBvf28apMsWsBLaxFz4d9lxxrPUZjF6g6fAV76RGG2Yva3VRUrUqJEfQDKm8V3jJDkmM1LarpYGV5AaqNxLGKIWqZLQVlJFkxMzC6vRKGB/NwthoGlaMjkASPZ9IEagRGZFBAYIOkDaEESeKEtGEk9KrUraRMg1mE6hoILWDUDzgYDVp2hlITBy4ihlgfE9EQaoKOr5HgiRtkxQUv+AcJHtgbqcytcMq8FFCvhBl9ChBxWf9gM0Ja9D9B53y0YMeSnK5eIl9u80yxeAaFRs0WNeroNN73L8dSpGwxDJsdwbTuts+9LKD6qTNw1ARWx1oiGxkbnmh/UwjFaQSviKvQbkujd6lm4nX18OJuxTPXvLcqICVx31WwcrbKg5MspfDMEwNCjmTUsNi1pRcMUH+G3lME2sTTCU0GyVSv6Z2cWmHnJATYeopwoiQYLKJLRmKgscuQKkh/TZoe+m3Yf+V59D71/3b0ELf03OaJoWE94YkO8QOaySM+hj1en00A0l8tuvJFzf9rJ9/h3N9e76LQwjg5UfnrNtqDjs1ccyNGAFgoqNZ+CkeGoSsxAlXIfLB+Z363PBisB/e8r1+IBRaIqhpV4aVhgZlNLtjd0wwBRrG6lOKVmHqiQO3paVFKC3NQ3lpAVL5aYDFvQCzu6C8bSuUl3I0iP//2fsPcEmyszwcf7ti57557p0cNkva1SqigEUQRmCMwPwwSbYAG2ywTbIx2AbEQzbRgAkmyICNHzAGYf4mGEwWEkhCcbXanCbduTl0rK7wf97vnFNdXd19596JuzvzzdPTfbsrd3XVOe95g83leCW4s2q/W70Iux0CBeygFqRzS0lFP3LgFWzpjHY2Oljr9GGzc7vcRNTcghUForelBIQGmfSOYAfOq8+iGYSIrTKCVg/rATuag2NKOUnSVeyMle0uWpuDDjw781utPgJ2JLtttNeaWN7uYbMfyaO0XhBZBj0fOkEoHWpGthLoIGths3s3elGCquch7IbY7kfY6keotyzMrLXF4NSzKiKfIMjR3VpFa2sRFzfKCAoOfHqQ2JaABpRXnNsNMP3sOuaWn8PC6ZeiWM2Ye5L5sd3FxZ0umnEN1cUq6s9sp4ADq7cTiKnoQu0k/PrsENDBTmaP2xEBTskR6Uv2OMUBY3UDASYcX3mHZDuhAm7ZRfHIoHxlR7d1aJamFsARIRsuTUU9JfshMMERM5kkjkSLbPxDnKIvgIXyrYiVbEROy4KYkzJxxaKUqRto2UnGyLNA6inPQ3pL0CeiJyZzSoJi0j9Uigm/HxqL8jW9NtTNzZziCihgp14SXGRIRDnIm3SNlGRAIGbC7zL7vpF3mSLIKKN6bC4Yym3K8DXDSQoQMHIQARm4vjSyluBBXzMzBpG62fSWIcPQrHGq6Jx1Ooukvgy2TTE1BoyRbMl8GtwZYmVk9lFAoMw+DD5XjV+1jOy2Zkchx7NPbnTdZnTcrhdn7ScqNtfA14Mgpgt1sLLHgBzZ5ccjBqTjWR8DwIP+GzQXda2SPNNUtOrPYLo2i8P1o5iq1lES0MNVckirgBKNOy2oJDbto1F2lBSkbMANgh5WJO+JfFUbQ7q26tgKy4GvadKpo1MJBAj4ICkkCgSwiZrTv8Il+G6j4GoJxxDbUiHC0mHvx3B67LgrdoICpXVoVXqfmfz1UOmhWHKcR3eW0uhxA3bw7xwrRgMdIkvhWIGANrpJq7AqBajo6FaLB04ZkwwueJGRoeQYibyZEvjImpBmwQ19zxsYNRnKI3cGk41LCWyQ6aoT08h4TQLlxxF1lNkox+36XRqMKpkKQY5+PGBvBJElnhthJjnFsGdMnlD2MCtZkJGgaFaNTkgh0KE8UzJpKTmmBt9LWRyWOd/3BxIYZoY6tJe/yQyDHcNryIMo2V/z5Uw/xzENCldoHrrfhJeJtcd8ssyxx+ny0bmDZRhQq/ACYHTcrkl1G+i4VrUPX479lgE5BOCYADSk/hp7tKqzPmGGqsgyRoXGLJQl9yvepzSzQxlAhUM2Q6mPR57ZIVpJov3q7Xa3hyfOLePCyio6vQBFx0aj6OBotQzHactodXdzG931HURBH35jE9VOC/7hu1B2aUaZoNvuY5esiyBEt9PH2a0ODlVdlPyyjK7v7vbwXKcvkg4+7j53FpWTGyi5iyIBIWDACjtNbD/7MC7u3ocOb4C9COs6xtUUmSGMGaXR2OZGB1vPPjz8+VZXMQpWV7D+2IaYeppifOunnDuL6kua6PUY2XpBGTRyvuWn8ehyE685OoU5r4zOTg+X6MOh55t9ZB13dbbheVV0mj20Vp6Vz9Ye/RvY7hux1g5xfOYQnEpJQA7Wk60A8YdXUJr5IO581RfgpUcb+HBmW1ce/wTePV3EmdkKXva6u/DgExv48wwzo7ncRP/iM3jJyZfhY0cWsH3WT7022LgU+U0YozxXxiHfSaNe5VhSHtJt41B9BsXGHLbPZlbMTjjBCMtBea6ExaKTHuc5n8NlvpyQPLcpm/GrDTkPyjUfh+pFeHSZ77Rk9J8gAqnCTqUopqKUxGwHochjCAgpHwyCHQVJoOnvttHbDdAKI9g6KlZvkuxL0O0LiMTvJehVJXrY/F5pFNqJEzTDCEEzQNjtKS8Q/cMQOUeoImaZpkOgg4wObvvgRjjwvRj3e1cjQGpaMiCM2Wa6kfoHqgCMGGHYVaCh9mwTmZg2AyXwxIc08DLrVDGx1H939QCaTl3Rsa5mPgFKMsAX2S1kVUhCjDAshkEH47XBvVVmpFmwQq1TXQoGkbayTXo+I+vJz2eYJgLQ6Pl4vZNUGc1AkfQlng/6OiP7mEtjMvNdz1L08ANMfxvouF0vGFYH7/Xh8KhsGqU6zLoYm37C32w+XUJ6ZHnD1NGY1/woaTYqdlwZeUrWZNS1S2IuWrKnMduYw+LsAhaqh+AnHqoWJStKGkrTar52NHtDgA7N3jAAB1+XnUg6rUwYofkmO69Fvy8AAIENx9Ogho5SFVDAV53+gq8lHGx4Ebx3bBSK2reC8o0SjTntgTmnMBYynU8x5YxgiQlnFgww0j89oVy/xySV8FoqLAl9zdXupgIey3XWsC64kEwbiKCMoiLINpvElIkxsPmvKbV1Y6qdzmrldyU3PTWAtOcyJgHYKcNjoLWR+6zWUia8z/Me0lb7T8Zh3CG4UUC/awsbhv4bvcBBSPaGlqkoPw5bAI6+pKkMAI7sLqXJKKm/xkDWY17TpNWAGwKAaC8TghjqECrwi39n2TcG7FBffGbFRmKUlcyIMeUgWcUwcwbTjfmt607+EIAgv8nRGoq+3cdlg8ymg9xy9/ArHjExvfaDBOO31az3cmMnNARVPh0H8xO6+jo4o+N2HO01BDqefvpp/OVf/iWeffZZtNttzM/P48EHH8TrXvc6FIsqIeGWq6ukNWVPz6ER4SyQsA8/kP2UdDIyf/MeKBdgbfioAhfEekvvVzw+epZAiDYv5M2H73c6HTx9fg2XNjax3OwLi4IdTT7YCZotOqgyMpW+E+y0BH30Nnal80c5RrW7i3K5Cp9ml/ReYIenuYWuM4vVZg9djnq4JRn151ZwJJ5FhkR3YwfVfgduUZmBseNmqk+TzlYgSRr2GO8Jdp4jjjgULPRpxpmZV46RpFQkwiRptoKR+XtbLVSjQLl4d1tDn21QCsLttuwUrDC13gslRcb2ySYYbhC01s5jm0khbkl8KrL1dDvA3U9v4ZBvYb7uD31Gk8+djXvw7FYHrzlyFI3jjSEJCjvzwXYTsyUP5bqPYmN+iNVBEIw+EH6tNOrxIR3sENWiA9dXRqjmWBlXeO6hU/LEp6PqMFoP8rrgF5FY9NtQJxojasncYHIMl0fAgnG/lEqwIy4GkI4joAI7vB0CMIGKe4202akB3mjwRqM3SlUqZGVk5A4ScUo5SL+LguMICEAJTLq/2mNDAQAq6YMdZ9FVZ8EO3ZFXjA7FMhpqIAgNJNMpGNOm4HJl+7mPuc8kflabjErjjT856dhn9oWNOSMH0dGrRvIhg2B63jxjxMyXtnFlhcNgn2JXKFO3dOxMMy5E3iKGcNoBP6W/6gY4zVT3YK3lj4XShvM3pdJYBDvNfK78RMYr9K8EOL7RjI4Xo3Lla77ma/Bd3/Vdcr+/GXW73XF9JSyjnhsGiDCgRzRgWuwjijYtLS0Zt+zx5qL57eKVZ5xURSWnuHYVS/NLOLF0GkW7DC/xUEqK8Au2MDfEb4PghgAdKrGEQIcwNuwYfgp0KPaGz1QR6aTG8J1QwA3Pi2CL/GQAcIgMRWe3FhirymfKJtm7ZdOJ4AZ7w/TQIouDAIKYdDoa6PB0PEvGpFMdjIGcg2U69sj9Lekk4QDoIPOD/lIi44hUSglBhyw4oBNJhr8foSPo+5e4repoF901yJ5C2dEyQdNlpGCUKiz3X5OwlVIIL9+rTE+P3HmbTVPRDBe5R3Y1wNHhvVtFxYZdBW4E4sGhElUE4KAHB8EN44UifhUqIjZ7KMwuZ8ENA3iwg6+ADPPQ5qzMC+RAn5alOML00eCGAUuMDChjLpr130iBiyEJyADsGFfD0pXLsx1GEh2HAI484LC3bOaggMTNZTlOXnnWf2PcMcz6jt3Ikp/aFcxzu64S6PjVX/1V/PiP/zg+8IEP4NChQzh8+DBKpRI2Njbw5JNPSmPjy77sy/At3/ItOHHiBG7FuhI2x7ifoGFzCKgwRh4jI7z69dBH49an89uVudWgw6O2kxdfTR3TnZkR450s2JFdp9m2mJ3PEOcvrWJtp4WuU5URbGFlhLF0UNmlksjQMEK5WIFF2YIe3RYpBc0zvS3U2lso15ck0tXWndl+twmr5Ut062anj+NzVThFGoypfWJRQtLb3FXJHtOWSD3yRf8MAiM2zTBz+yij63pZ7ITmyyR2hB1KVkY/77c6EpnLTim3N1udbl98HdjQoeFltsh4iDttWDWaZLWHPmutnsNGOwRmK7DHGIduXGjC7e1ipuTBYsJIJgFld20dT63Mw7nzJOrHGsD7zqefMUY12GljruJhvlHE+ZnFFOhgA1LYAXGCYqWI+hhQiPtZ9mx4RUfSUygPYvH7MhIVy3NF+lJv91XbqebBKlYkBSWIeulpxOQXJscwQYUSnqjTEnNQAhWSnCJDJUxOidDuqfhXAS0ISBjATvtjiASF0hsTg5rxy6AfhESv0m+D7vccDWLUst5f06kmk0BAlkSN0uRlKKlyg9SlDKiRr3x7TkARE0mnzdJ47vJ3kjUOlUE7Hb2qGOJDaMUAdBiRdKhrjZKtaHCC+5KZTIEV2iQ4C/RIQ1h1NmJJbclJULTsZUiCMrLDGlzJObUOBhxzy9SNb9UAz4G4GrxMFSyZecels1xvNgfrVvfoWF1dxc/93M/hC7/wC/Fpn/ZpN3Tdt9sdB4xVO0BlJSKqzH1+GORQ06UcUOO6NHGY1oAsA6BFXWuVZEXdywbMjkEjKLst42BOw+IgyOFYHqanZ3H62F2o+DVUkhq82IcHF2XLhWcVdCpXAX6GxUHFRclRJqL04CDgQfaGL5IVAh+UV+pOrEN5SiIgh+1RjpIogIPYhE9wQ7MgiirmnYBGQZk1KHCD9wnD5uD7BuTg+/o5oWmn9Ko537CJ90ilphvKEKkgIIMGRvrs5etn/i3m5coDo2AupvnEKgNumPxsyazV25MD7tP5tWE2esxpJZjC9QnyrsEWzTbMynHSuC8tzcx+p9Y+UWUNwsuyRdaj42K5yq7y4IjI5Ogxpc8SFgcNRk1ULN+jZMVExBLk4KYov4wUVkhJLHkD0axkhSCYpOro12JKKxGx/JtfI0FBAh0Z9kYqU8l6cGR32zAPNLgxQXaRZXKY5/zPcByjcBKosR+AY9xnLwT2wMENUkf3SX3/NwnseAEc4xcV0MGRE8/z8OVf/uX4zd/8TRw7dmzo816vh/e+9734tV/7NbzqVa/CT//0T0uj6EVfWVpnDuTIV3IZFofptKcgByFq3jw4gqrvDsLkEETYiCcnVOZuopgZSqdptkOBHgPTIjOlQql1Qz27juy6xC2bnUGOHvSws76K5559Bv2Q0Zouig0HBa8onV6Ofm91+xKXWvFtaXjEU0UcahxGcXYa7UubaK215ebV3uhg+q6/he/4uGthAc9ttLGz3sVmtymj8U+dX8QnZspYqs2gcWoJUw+votEMBORgbT69jvnzT6J+7GWoNorwq1PilWHq7GoTF5sBTh2ew2LxbCohYZHBIFRPdvbGxFdSTsBOd7DTHJrPVHeziQKTOfhZbqS8sxugySQTtzAimeGyoq0V+EsF9DvDAAmZEo+uNvHao4sozk6NrPN9mx18yqUncXrmpfDK9aF93XzqI3j40Byiv/MgFl55L+r/+9HUp2MziNE8t4r5soMHT0yLcev6Y2o+siwoP6HEZ/bwHGaP1MSslUW/DmGWJAlmyi6qU0VU5k+g19xCsTaDqVpRAVSUffg8D3zMNwOUaBZ7sgF77gh2Q8j5IEAEAL/oYq7mY67swmpdRHdlGZ21NrpbPbhVxWIhC2OnF2Flt4f2bg/drQ1E1SmJ8hUJFn87QR9hp4+dfizbObPbk4Qcbgu/N4l41UBQ2I+wSzkO014cZwjMEFaHNupkvCATcdLvw/wGMx1vkaToZ2UwZwuIooxBKTfpC3iQJsHohBICOQTdiCMNzEg1i0HAlr6MsMnrdASNem2VukIJihh85gALzsd4XAU6ZCJcYz2fYa5kgD01HdcZCvCYlaDIPgjDg/Ppbc2c3/JZaKQro6MfClzJSGgyyTIKHFFxuNnGr9lWbqKsMxe1a2R3N7JuJY8OAgi/8iu/gvPnzyOKIrm3/8mf/Ale8pKX4G1vexs+53M+B9VqFbZtY2lpCV/6pV+KxcXF67Itt9sde1VeGnLlpUCLSDM5yYhUMaxZLw31Sybg0UvbFwOpy+h2FAiSCPuC11hHno1paH4eAWeH/HvM37xmcDkKGOGDkbFlbxqnj5/G3Mw8apiBG3uogpHotlz/KzqNi74bCshQHhySIFLQPhwZDw7KDopaslJ02I7RMhWyODg6T4DDoWSRzEXNgHAzsapG7kGJJsEKyX7VYLgBEFgEIOSrM3npyWB620bi++pvYXtkjKImfm96mWy70IOKrwPmpyqgo0DGh9E/5kszSRLZVmcAtJhBolSKPczi1VnqAnDI8rtdoBcogKXVVQyPZqBADvqicbBGJCUKlJDbQDLOlC7zllCMc/uqTwemplBOQFlK2LcFe+n3dSwsPTdCenMVxINDmYqyba0Bgczy+F0rKYl6N5tYY9ganIDnjJx/GvQgqKEAjwGwkUpTDPOD5wpfix+HATpGfiCZL3EQRDM2pdEc/glgx9Bx2wPMGHnG5Su73UMg1T47/5ebar+3yuQKQIErSYDJLydJCK5yO2+0R8ewWfC+5nmRDbDccKDjB37gB/CZn/mZEz/3fR+f8imfIo/v/d7vxTPPPINbvfZic4yTqshIasoJH6SaDIMWo7IVs5r0ImeAEdMYsZwRbZkBOQzgQVaHSFr4bNY1ZMtsDXmBqNFmG8+dv4C1ixeQ7G6q9boeCn4VXsUVXw7PtqRjstMJ0OwVsDJVkqSMqltEudqAWy4KyEE5BTu/7IA7i+exsHgMS40SnmPrhPe3Xlc6uec3O9juRpibn0FxpoTa2Z0U6Oht9dBd3xT5S6XqwqnUxfTUVNAJpZNdnKmjMYYhIb4FBHD26KWwE2zkMtkim4DHnIaZ+ZJoUz1PXroi30W3BVtiT4flMqyVna6wQKqVyvjt2VxBecGC7Stjz2w1t9poRhaqM4uYcpWZKavNdJFWHyU7wTQTT2q+mKbSy0TkQhKtFsGt11CcKqaGpFXToOPv3bFR9MnoqArIQVNTRt3yO7e4H5YljAxG9fl1H36jiNgvoxcmaJKVQeCHigc63+uY2Li1i952Uxg+HbIq2prtYHFUJkG3H4r3ChkzBD/os2GMQYV1ENJQNJH967dVp11pZzNghRiTxugTJNCMjjyDSYEAg5hY6tXVY7Qxn08A4aieAiuGDTaHvm+JvaN0RUW+jpN8sPNvfrP5dWRPP2MOOlinBg5yZqQELFI5iOze6Hk6kJJo2YtudSkWiaJ8Z/fJrHPouA1WmAJCY34u6frMCOO4qMr8Fpp13wxDUtMIPsj0L9QicPE3f/M3Amy4riuPT//0TxfZyk/8xE/gr//6rwVgIAjy2GOPCbjwxBNPXJdtud3uuDqw4/LyFTvXuWKvTQESinExWLaabvhXKcuW+6VJUhnS8mn2BtehDEN5TVOghz18HcgsW0AOXl2oQ0jbNWr5BEkatQbuOXMfyl4dHsooxiW4cFByaFReEKlKkZHt9iBJRdJUZBResTdUikqSsjhoKOmSySEAh+q0qo7rcJMs3Ts15D74CszfylBJbe6gV6rAiJif05AzVIAC3ycbRCYZgPpqMOvyIMfgK9TgCuclAMFEMLI4tK+TAicy35vQDJS8hm1DA7II8C9f5ShzNz09Mssr9LpI+gzC1fNwGbotVnB4/9XrZBOWDMye8s6IaZCaU01mV5c5uQal8XWVQqPkKEySCQh00GeDXhzgwEBBszYGUb15TMV0fpUkZZCUIpITDWIogEMBFwQ2Ul6SBjdMMk36yHtvpOdOBuQY93VmQA55HmoEaNPYVNKyV4celwU1zOvCQdOls/PbB2caqL5C7r0D4rNDv71xn18hqDE+pjfPcLkKo9Sr2ZYrYXTc1q5cHdCxV2MjX7Ozs/K4lWo/CSjjpsjGx6qocF5sOfJL7SEpgUy5GDAIEsdTFw6x9GanKsME0Z0Rqag/QOF5h7Bs2LZPu0c9UqpGRk0nhAi2Jci9MdjWjBKtx42YdCIj1arpZMHBhQsX0NzYgcUO/vaaJJIg7MNubsOZO4L5xil0QxcbHQdrOz30aSDaDbG6VEd7qY7XnLgPteY2gE/I++1mH8X3PimAw+kv/2RsHWng4nYHZz9WQtC6hM1z5/FI0cHSVBH33vdqHHpuGWfO7+K5s1wGsLzSxvxjZ1G591G84uSdWD53As0LT6bHbnu9gydXW/i0M3dh7t5HML3ZSUESjhyHnUD8MtjxH/nu9jlEayQu2Qr7oYxQs7LpJ6aCtQ3RD4/QSgE8c3EXW90IjfnDY9cXXDyHxgMWvOpUamRqqnnhCax3Xo/G0ikcKTli3MpqMQlnrQ27uYrjjRnctVjD03NHRYJi2QUBFAhG2HOHUT85izMfviTgwTTlKrWyNIjKroWFRhEbU0WE/TtQrpVweqGCeTIzutvCsOBol1txUV2qonZsAXF1HmtbfZzdaKPLFJteAMuqouw7qPsOorPLaF1Yw/lWIFGvs5KC0pfjQskTk286ra6YzJJFsNnqyXYmNVc61ZSs8PiyARPsBkrGZCv6smlYM3klDumZEstYoeuXhLlBMCdfYjLK36KlElb4WkZvxEF+0ElPvzXdQBWgiLRaeSjAJS2JclWgjCigLBWfSoBBlsU2MUEYymzGnE+SPJNkmCe6lBxNRbYq41Rl2pllWAw8OowR6IBhodY5SJfJlkh7hIWsTe2GW2MZgE6DKIaAkvUFyQIk4ren/UDIoCILJZPKYo5NGturLoxq/3OGpzeqxgwwXnb6F2qRIfFHf/RHeM1rXjPy2Xd+53cO/b22toaFhQWsrKzI87Wu2+2O/VSqpzsY2JHEsG0PcRKqeHgBc30lDbGLKZvDyFuimIlmbOv0hdkh7QthZ+S9PPTWZFgcjl1Mo18V4KGmTdgioccSc1Ut/r4DATniuIc47uj1V2EVPFnG3PRx3HvH3WhYNBv1xXC07vgiU6m6trA3CHBUhb0BlG3lv0FQgzIV9ZoR2wrU8PhMxgYSeG4k4IaKiNWdQvFZyND1edkPVQJDQtkER+7JyuA1qV8AigQ5YiVfcTRrY+zXwp60Zk/4nvLz8FwktRAFz1NXbbIn3WFvrj1L1jWY59pdJTPfa0Zak1CGw3sbQY7ARaHXU3/z4LGt4ZBdopBu8c7oWYj6BDos9PsqMnfYVNNYkai/s/4ZfDuMeG8tIIgVoMG2b5iRoqi7xGgSUNZbgyCXMDP43WvzUPP9C0sjA2AY81B6a8hyMv4aWW+NcZV+Pg7gyA5UZJJwzDFQAMcA5Mj6V5mO+PgOudru7HblQY1Jkpl0e/boWA+vb++za2Q5V0g8Swdx7ctIU7LvjZO37nP946S5iT5PFMvoxpmRpr+Hg8xzvTbmVk5dYeOGjzzV//77778W2/WiryzIwZLBgMznIg2JBvKV1AAslbEQsVbggxg3clSEz9oYVLkz8abN+Wjq6OsOu5qHgLsBScyylJM0p1fsBr1lKWWckbEcDT939jm0trfEWDTpO0j6AeL2LqLOgNZanT8jSStVj7TCGEGnj60wxpO2hemKi1edmoM1tQDbt6Vjw07q7vldVA+tYLa5IhKVI9NlWJ4CHtgR3908hGfW2ojuPITq0XnUlqqABjo2gwjNSy1EG8tYOvwyMdrMVr/bxlqzB/voIVQWapIoYoAOHgembdAnolh2RjwvpHOrvSfYee7nOqDs1HMkZtyF0vhJTCr6e3BLaeyZL8brEgSyyrWJ81aSaCyjI+oHaPdDJK4Pz1OUXpO6QcYD99X3C0pu4pVh+0qiIizYMEGhXIPfqGDWt+GHBdRdWwxjCXQQHBDGTtFBqVKEX3bR8Bw5Nuj10s49gROJqa2UEMDGTq+LrU5fknTol8FTxeU0lJd0Wgh2uyI/ITPDt5RfhkgZxFCU0a898TKJAh8teo1wY/UIlDnGnJeMkCTs0W5MMTqyJqEEGrTvBI1OSUWmzGrcLczOaZRVwooaAlXmpPpYZzvy2kNDGBYiG1FGpoMN0J/n2A4jTQx9XTUkoexo6riIWDXYNixnSefL+HPkGRaD5Ss2iFp1DuxIV3ewW2mejTK0TGGQTLbb0kEBQw2XmxUvm37v+53+BQx1vPKVr8Rdd921r2nn5ubwlre8Zazc73rVrdzuOKjB6OVKmBZy/1f3SpVmQg8MT4CJwXojJAVloExZi3ovTiUuQ34b+kqaMjgy0a9cpjw4+i6sDbVcJVVRZqeFRAEnsn6RqpQF5JiqzeLeM/egbNVRiSsoFngvtlF2LPhWARUtU6F6pOIoiQrBDQIeTFMpMg5Wp2T4AnAwIjbUyhItUyGwYccjI/ECZpgS+ydlSIrQeCyxzVVAEkQyrXgsGXlKTqKQXrxVY0vfcClXCZUhKO+dlLEICyQmbQnPyzIeHll5c/4amWOlDFSLCqwgeKHsO3kYBh18sjOUd6ny0VB2HwQ1LPQjZSSqJNij/hRmE0z8K9fgaHmSgBsa7CLIJd+7ZvAIeyNjGJpKWvRzFrTIgwxpx34cyjI0oX4yY5DxMMAxkrYy4bKaBzvGARx5cCN7bCalvVyWFbFPZkPhmnlrTPp88vdwOSxiL5PVcfOKjYBAuze6bqeu3FSg42//9m/x9re/HZ/4xCcGsYBa+sBnUlpv1drvYOO4RrPqFGR4kprVkWVWiHmV/jUakEM6LvJjzND04xCFMEjnS3jzjmmwqNIRTNKERGWSTEBzcL1uufVwvZGaP7E9SZvltL0wxmNPPYOtjQ3poJZLVWFByKhMq4veVhPBbhvlsA/3+Drq/rSM1rOCXoSOTix5vOyidWYW9UNH4VXYqAI6UYJz7T5Kz2wDa+cwfWwBx6ZLcItVmae7u4H2xhrOrVTRdU+iuHgC1cOPpMdvh8an9He4tIrDd/uYny1j8KmKmaUhaVyeQnlxBgtlN42JJW4hIE2vJV4T+SQSmYZsm5KPim1JnO3Q96nC0nElxSQXep1YpJzmKuiG4u9R0McgX8JCifpwxoz8cKSczAIOcVlasyxRomyiUr8bBeJBwcQT2y+h0OHomzKRDeIYVqkCr1ZBse7DbvWFncH9L3gc9dMAhWvBLzkCDhEwIXvC2u1IDC2j3lhiHFspoh0p2cp2u4+w2xQgyUgW2OaLg64AMK0oRjfiqJsyq1UeE8pV3YBP9DPp9WMBOihBkf3V+815e/z59ANYER30LfETIKsjTvoDaYdqtSu2hlBYVWdWvstMFSwtXbEGSSsi8aAMJjUGLQwzFrRLvpKD6OnGdNKlIz8SvarACjG3y7WcDIiSrfxSFSAybl0ZI+J8ipNep/iADMXLKpBzLwlKKj/JG44aqYmZNyPrGjTkRoEZdmBTb48xqxtnSHq961by6KAfx0Hq937v93Aj6na743KGpJNlLJMAEgIaMW/uUso/IwtMDFZnembsDzmq2S+/iazMZdh3Qzw1LMXicKwSbA1y8FkFNvJ33k9ZHSxhdDCaUzaOAzMOfLchIMc9d9yLhr2AYlxE3SoKi4PpbJRUEtyouQroIKhRdejVpJJURI5SUECHk0lTYQfXYWdXOroK4KBHqPgqSKc2M3KfAh6ZQ6wZeWw8mfhWxbbV1Nr815FNPElBkIIyCiW7wyM7QqWYyHH06HvhqesjZSW55LWbXhKBS9OMTPJLvgE8boRcMxYUu1DJS0SSQuNQdtQyoIYwHLX8hO9JyIsAIvpwylmtOqEq/lN5aih+kfHS4DkxzOCR+OCUwTPw0+B5YL5rw+QYOQ/y+yO7rYxDBxKUcQyq4UOUAho5Vsv+WRU4EHtjLLgxtKCDDSLsdY8bJ0XdV13GPHQvAERdEq9svXsbsOKmlGEoHXSeg9Rf/MVf4Id+6Ifk3nrx4kW8613vwud93ucNlpckeMc73oGf//mfx9bWFt7whjfgZ37mZ3DnnXfuudyf+qmfkuUuLy/jgQcewE/+5E+OZYg+r4GOr/zKr5QRn1/8xV8UF/T90vpvZdnKJJDDGI+y2n0izjTSklxJGXG3ursKcCA93HYRC2ihQs/pFRHoh9IaUp+agGTSQq+FQsgOtDYKZCfa9mB7qsPcCWPs9kLs9iKJ0KQUwbM90bZaQQsFrrffVjpPpwh76hjavT4++uiT+Nhzl/SIewHRQgWL1UPizUF2QfPcCnaXm+LtcKI6hal7XoM7pufg+44kZmw8/TC2S1Xsbh3Hh07N4rVH70TjxDSqT26KPIIMi/WntnDi3X+O2bfUcf+hU6jNzaK5XFYRsc99XEYRPrpyCq+549VY/KQLOPwHT+BCNxRGyBMXmqi973Hc+dYi3nTXHN4/fQjdzUtqnzcvYW3lOLrVu1C77z4s3H8W+H/KALQZRmhe3EF47km86tTr8NyZu/FsBuggA4BRudWjC7ij6o0YkjplT0CocWkvcvy1l8S46q5vy/dcnJofkZ902z2sE5xZaqDu2CPSF5GIkIVSGW0EOcVSmoIipmlmX9hIoEdG0IVjF1BybLieg76jIhr7Jg7YK8ObnkLlUAVhJ4RXceBN1QGvLKCDaKF9B0ktwcJUCYtVH6Wkh3hrBb3tLvot5btCoIOMlHYQS3LOxmYXnc1l6SBH/ROqY025CRN7trpyHrA2gkhAIISByEzI6DCJNjT57HX66PQjMWAnkJPun3yfMdBRv4Gi48pIGaNq+TNKI1T5s3N9SeHhuUw2CsEgYe+IBIVmp0PuW/JbETBRS1KMMaiRJvHcZAc91MkvBJu4ramMhB0zDR4IgCCpK+POl1gok+r7Gty+2CZWj2H3epGt6NQV44+RnY/rNPMN4mWNJt4Yg8Z7gyRsUg5JXnR6it4QA5Ao0piSnChT0THgjI4HTH06BjFQQ1G4SrpifDwy+3mDiR0qh+Jg09+ua1u32x1XJ2MZB3ZUvAW5zhEAFomJVVaRrYWysC7UEnm96qNnNRElPSUz0cXkkyxLIwt2OIUibJAx4qKIKmyoaZxENTnDQoiID/TRcbbBK7nnNFNWmWuV4RVKODF1B04fO4ZSwcOU7cL3LDR8laRCgKPqsC2iwA2O2JMJWHZC8dwoucPGonxmh9YtqmdR3mjmhgExDHtTO1Bm6Gy5oWpziEW2otqBcq3S/gwJvTjysbFyvRz+XihzkfszU8Z2OsrQtLyNgkhXbBTKJZXW4vtIxIuDpiNkVlpIaFpqvDUOInM5aOUNT/m611VeIB3eo2k4GgLtLtDtI6HZd08lsKSHSwAlBQRJx1ISUQhuWAhjtmcdJZGMC+gyJUUG47TXhmZ3DESMqghqSLuXLA0BNgBPe66YiGC+psGssDg8xgWr88HEBYvJbPrdZ5pphqCS/yll8RxDsJYBC/43GKNUoIYCbrISlUnyFFPjSCFDTO90e/JsjlyHfQyT42pSVA4CIuwJguSYI0PrHXr/MtuwhxHrtSxunwBg12fxe6x4/wPnV1qtVkuACN5b/8E/+Acjn//gD/6g+HL98i//Mk6dOoVv//ZvFznpww8/PDHS/dd//dfxTd/0TfjZn/1ZvPa1r8V/+k//SeZ59NFHr4u89boBHU899ZQ4oN9xxx241etqQY5sdUkrcFRj3taxrYWghbjTUuZPvJH5FSAuyfQEONghJeDBZbGTRvRbbtxhF1avhaSnIkstr4i42IDlKVNLGjkS5NjsMv6TI/02ZsuuoqYGbVjdHRR6TSRhH1axip43jccfexIb2y2c3+lK4gU7utNlT7LqZ3y9Ta0+dp7bRXutg7mnn0F97jAaJxeENSDrpTno7oa8fnT1JO6YLaG0MAWv7KbpHuzMbz91EY2Lz2DmZXegVHFhE0jRx6m18hye3uzg3rlZ1BaOYsq1BehgrQahyF+c1hqO1CooTS+mQEfYozdEgN1ejIXpBZTn6+mxJ5uku91DuLWOxcM+atPDP2J2rrjPzvQMaosVYH04Ctama7mOWB1X0nTjcNGYkqSWqAe3qI7h0HqjvvJGcH3UnYGhaHoOScshhpPp6Jtyy3WRl7B3Tx8IU9KPNxF32QtpPkpOovF8uCU5KeHwO/JLArSFwWB5TGop+RwFLMh5F3ea6LeYQMN0Eb29NBSlUWgQiWcJzWUlCYXGoKYxpL0iTBFAIJDDc5C/C9WRz/hShMrkdRxrXjr0UQgn5giOJ9/LkMu/6F45esMoYqYNqfhQ/hYUk2K0FJtDPQSs6EepvEKxqjQjIt0dSmSYgDJgRQxvo0ylQLBhfUZmO8ff6aRtxUZzjmZhOgnDE2tGjGZIKC+PMcvNHlt9YhgjUmNGOrroy9+J86saLHsyNSONwc0vaxwoxO/jOnd62ak+SMf6xdIJP336NN70pjdJo4XGn1lvDo7QsC1wo+p2u+PqKw92lOzplFlBEIIABxkXXlIiv0OmIRARWmwnuAgJdFiKVSfTW2Xt2EWWn46ilU9suIkvQAeBjWJSEshDTavA4CghtBEL2EFAo48eira6J3P+atzAscVFnDq0AN8ma8NCwyUgDTQ8mouyM0uAI9LghpakWDEqfl8iPj1fAR2SBu4qxgZ3y/Y1+C8JKhgeDJCkrtxxS+NZx3TE5KI6/FpIMpxHGB8TWB1DoDbbbDQKY2yrhQLv125PJbd0AsX4KHpiVqp8PXwFfhT9gREpOx4SD3sNAQ8DanS7illMHw4yTuQ9uotGOnGFKS8a6OBrDqTQe0pi3geL4/EnY894XQwOAlKQI2ByihyKAoKIJqM6KVDLPEwCSvYSKx4cOiHFpOiYc4EMDl9igiO4cg4o+YrtawYPFVIayTZeEHL9NsvPs3J08KEKDzDfYZq6rBTmHKikHDdzO06BjVin2Yzx4MjXOIDjckyNcbee/YAUB2VDHOQWN5RrsEecbRb0yC9/pDkwaXv3AmyugPEhfi034XauBnaur3Tlsz7rs+QxflmJgBTf9m3fhre+9a3yHtPYOMjw27/92/jiL/7isfP96I/+KL7qq74KX/EVXyF/s+3wu7/7u3jnO9+Jb/3Wb8ULBuigA/tHPvKRW7bBsd9GNTtE2Q7OOJAjTTZJYjy12ZGYzSnfhsfUh6CJ/nOPIW5uIen3UShV4N9VROKWEVsONrsR1tt9rLUDGWlmkkjJKaHocWRgFf3l5xDvrCPpdVGo1OG9xANcduBLeG67g2e3OnhqpQXPsTBb9TBX9lD3bNg7y+g//XH0L51Fa3UT27aNrbtej0LxkLBO3vcEvTI64j1xfrON198xh7ccOgmv9rh0cP9mrSWMj/h/fRCnt5uYf4uDe5YW8cwzW2pf4wjN5afxZx84jUbJwRfcdx8aH3oG5eUmerqz9dH3nEdx5q9wePEEji7VcKmxkManktnxJx+5iCO1It548gEszZXxyG4vHcn/6Nkd3P/4+3HXy9+CueOLwh4g2EHZw+7KMp7a6mDu0B2YfckpzHsfF3CETJKV87uY//jTuPfvVPC6e+bx6F80ZF2sXifA2Y0O3Jfdj8OvfhivOL+LD251B9+nAAqhRK7S74I+Eun3bqmY3cQtiS9Ing1CtgQZHbWZMpbz55DjS9wr5z1WdnCOIyWZ8qcqSGxXvDKYfEIfE1P1xeOYKtoorK0L+4FSJVaJsak1T5gZNPCkNEb07myAaHmGtPn0SL/tWkjos1F0YJVqgFdBc1sZy9LUk+VabIgWUAg6iHY20dnoYHdXy4LYUCOrgW04ptZ0w8xxDWU5shjRUA3fiBgZm/R7cDzV0cx2jkOCfOLfweNkD7VH5PwTI1NGBlLzrXw6sm7/siS+p+Uo4sJuJEg66UX5bAxaK4IP8dgQPAoj5VlDCZgZ0cl2yDW7grGtyhOHqUYmSWWwreYakfd1GAECBERRgMW4UsDHePBg2E9kzLy6RabYLnuBK/n5BtKToXhIzSoRU1EjQRmKj1THVRgiWko0mFcDVcajI/uZToG50XUrpa5kiykmjuPgkz/5k/E7v/M7aYwsZSLPPjvMPrvedau3O0ZqJG7t4MyOO+KXptcTXn8ITfBK6so1U5MVxIg0RjsJUmCCPhoObBQTD3TicHld1WoaLkexSxX7ja+LjrqnGFsK1anVgKb2/jJqDgLmtaqH4yenUCk7YMq4J94aCWpuKJGwDa8Plx1XK0apGIj8wC1GsDhK75FhqUAMq6yH6HlvImjADSTozfu1sCD2aP5mJSril6FH7OVmZbKvdboWX/PaxM69oR0YzV6GJJeVXKWlL8j8XlK+nd0zB1NibAV8YbuO+8B9KRPosFColtQ+eK4wPxKyQEqKASIsXgOEXK6UC7aAFUxTUeBGT8XHct/J2uAzgQwOthDMCNRniRhzKzQ8IYuD9ylBKtS+0bxVbi8iDzGJu5REc2BEHVM5DDoeNtTJKYL5GIlL5pLPc0HS1ESONDCaFQYH5UquYm8U3T5csngIdngEOhLYno58tVMfXRUXbJgb2Qi2ceMd5nslkKEHFWUHOC0V5maawY9Nj3+oSFyR7BhfDg1wjEbEJmPBjSFgI/f3leLqwwDEweffd3LLuHWPbarsLSHZV0f+GiWkmO9BPJflGKvo7RtVvEpfiXSF9+adnZ2h933fHxqo2E89/fTTIj1585vfnL7XaDSEpUHD8nFARxAEIoP5d//u36XvWZYly+A8N7MODHT8wi/8gmhlH3roIbz0pS+V+Llsfe7nfi5uhdoP4LEvAzv9i1/eVR3nM2QT0ES030O4eh6d1U3EQQh/ugb3yBkUqgESy8Z6u4vzu12c3eqg5NmYKbo43vCZ/Yloex3R6nm0Lqwg2GnDn67CPXYnCtU5wCthpRXg8UtNPHJuG7ZjSZLJq45OYanqipln6+nH8dSHHsezT1+EM13F0uF74FUPSYeptd3F1vIGgs42XI/Goj7+7uIUnHJxKEL1E2tt1B++iKmXPo75xRNwc5GuW+eX8dC5afzD+w6jPF8RT4ZN3Y9/shXgrqc2sLD8LBbq90r8aba211o4u91B78g8SrNFlM8OfDMIJAQXzqF47y4qdR9euZGyOnrNTaw2AwSL03CnF1B3LaxqJu5aT8lXFrwCjk6VUJo+lHbIaYK50ewhriyKfGVuoQJkgA75vsIuGlV/RILCm4F0cm0Ps549AnTI7P1AmCs0JCWLI8uWIPDADnKx4gEbivViyiGt1XZlGofMGw100GOEZqwl1xKTWH4nZoScx5ksDbJEyKbo9EJhWTA9gxdzMnX4oPcHU3Sksy/ma4yXdYTR0Q1DJRuh+ZrFdl4m4ScKhc1BT46UsRIEKllIgIPB9pPB0aMkhU72bJDleohq3aFqf+gElMFB00DEXsrERNFl1Yj85Rt8ygbHULZ16oeRWOgSx30d3ZfKQYxsJI1IVP4c2f3Il3QwjDY3B1CYeFnOp/w+rqLGRcnugzVitnsAruS+G2NkLADZmA5VZp/2jJgdM1/W5DWfAnMz6lby6MgWfzd/8Ad/gH/zb/6NmJRyJOfVr371TdmW2+2OCRKUsX4d+1vGYb88BHTQs0mpKAoDoEMDlp3IU6lHNHcsKACj5FhD07MMUYLpJ5yOI+xF1T9PQ0gMBqAkfUqewCqXXUwvVGTAQPlshKgQ0LApTwlR8cgkDVEp05cqko6rXUokbKRQUkCASEFKrgICSP+Q+4qmExhzUIIDovfN3BPk+j3hWiNOz2qDpfMvZhG6Z8t2hyPGTECBsa7qfpnQo0o6tVkJQZamP/SFaAmh3gSxR9OgiJXpkNt9wC3Aopm4b6PAbeC++C5AGSuBjoAMSEe93ysqiQtBj5wptwAWWsNZ6HMwIhpIUSLN1OAz95cDLAQ2Oj0Bc7jPCVm0EpWekeRocEO23cg1wtEOtUhE4uGRchV9yve0tIGSAY2epWoSMjYkMl7HA+skFTJ6+CyvBQCL4GuZChkcjsdnJVMho8dIUqRJYEAO893kbmXD8csHrxFPjomd/Mw6h9Y/MEiVv3Mmqeq9A2xPfOX3qWsZOpJdltmmy7E4rkWE7EErPS9v8HqNce9B6/3vf78AEtl6xzveMZKYdrkiyMEigyNb/Nt8li8yPQm0jJvnkUeyjokvAKCDyMxf/dVf4fd///dHPrtVTMEmgRz7uSiOsDl0PXxxVxoVDy6yUx8jaW9j55mLaJ1fRdgNUJxtoHhmHfb8MWlwXGz28NhKEx8/v42S5+DodAkPLNaVln59GdtPncPWY2dFRlKeK6F6z31w5k+AJh5Pr7bwibNbuPjUJizHwu5MCedON3DI6mD7wx/EE3/yAax8bBnbF5uoLVSw8MazcOfvEE+H5nYXuxefFBBg1XbxiZKH6HXHYFWnhjqq7NCfe2wd8488jYUzHnwtXzG1de4RnLt4FMknHZZ9q3KURe6USraw9cy2xKcunnwQXmlYStJcvYRn1hax1ZsRPxCyFJoZKH333CrKzXXM132crQwkKkFzC8u7PTR7MWYbc2JkZmqjT6ZJE3ZzDYdrTByZh7XyrDBBaJ7ZbvcRFafgLh7G1MkG8NiAPSG+Ar0uDtXnRC6T99oImBjiFjHHBphmOmSLfg+1SkkAis7GhfR9v+RKwgmLZqAmOYVFzw6nohgdMmhF3a6u4vSigDwlO5GY1a6YkKoqkwZc95F4FbQ6MbY7KgGFKRhcTtFlooolBqlRp42wTbBDdUCZUhJbLtpBF7vdPvq9UAAQMjVSJi+Bjk4ociBJs+mEiAIVTUj2UPYGR98NzhvQKNdzBXQbOi7SiCLV1US9DoMVpg8sEpTMbzI7MJMviYtlw1E21vhg5L6P1PDXbMdwAkpeDrJXX5ydeZXCImsf+XxSIs9e0g4z36RpxgEreyWgpD4Ye8lJzGhk9juIR+czeyht6PF+dIp9kpl3kCKT7Lm9yhPkJjR2blGPDh7rarWK3/qt35JRGspYfu7nfg6f8RmfccO35Xa7Y4+aCHZMNihlnayR9K+Kc/sc9VZ2EWpu7ZNAGUE7VF4Jhv1GEKPsDKY3fUWagHIaSktc/ZA4V5OCUSB4qsCNhOC558Ip+yg2iigV6RNCs8gWig4Bjhg+R+g5vxvDK0ew/AROhe7pBVierUAN+ltwIEVkHJRcMl/WVp19yQTXnXxzjKStkaGXyM7q82fkZqDuQamXEMEFvuYzBwBEvqFey7p4LRWpKBlrGiA27pksc6CyjBHNEBBQl6vh4Evq95A2GLX0huBOgAIZK13G0doyuFUgg5GMD8pLXA6aUO6ivDwE+JCb3mB/xWtDwBsyNDiooYAOcDkENwhsiOFoojw3CG60A8VaoSdJb8BeSTvPAxXq8CmYKxOFKkkniBEWbHVeUa6qfTfE3kIsLhLBiwTv0eAGzyU2FUraZLRoa3NZmozaoTA5yPIhyGGLD4eWqbAJaoCWcdKU7PZaEyRKAyfUgV/UeGurjDnp6GfZYzH0t3m2ciBH5nWaCJSdYVLlwQId3njdAY3C1W/TZeUrE6YbWd0++2TjP7w5Ay1XJl2BDET84R/+4dD7/vM1uen5DHT8q3/1r/C2t71NjEnyyM3tujKQg6af7/rdR3D0zlm86eQMFuwAwTOP4MP/5d14aK0jSRRnKi7esjiD2cMn0Wsk+PUPnMUnPnoRZ//2z+H4ZUwduxsnKwkqp6ex8//ejY//z4/gTy810WGnDMBX9UMc/sIYO6ffiP/zB+/HU+/5U0Q0d5S7aYRfi74AlU86idpffwgP/cHjA2nGRgeLf/leHD5yB6ruMWw+83DKdNg++wh2LjyJR//uHXjZyXtQnPrLof3iMkrv+ige+EclnDlcx0PZD+MIz37wg9j6kgcwdfcpLJYfxmM6BYX1FytNLLzn47jrFV+M+kwJg+6/Wu8jTxzF42fmcO/xeUx7F0SCYmr5b5/DzAMfxt1Lb8SjU3WsiziUnhE9fOjpDTx4pIHZhZOYYQTtttpPMkIePb+LB575GE7e96mYXayhs3FYZDY0Mt1YXsKzOwHO3PEqLH7SMu55z3mRknAkrLPZQnjxGbz6xB14/M4FdHfPoHnhSf2dFwRM2OnFOPyqRRz9k2eHJCgejUSjPu48VMOzp+7C+e3VlNXRmCsJU4eNqeqhCs6c25WkGAI0L58pwTl8Cs2YqSAFeNVpka8QLJk7voQHT83A2TqP3bPPDaXELE0XMXVqHi2nhme2tvHkShNBaxNR0BPWzaF6EQtlH+HZZ7H7zEXsXmypmFiOjrEB4ni4uNXF+kYH2+sd8b+45NuSdkJ2CbelFUbYokwlTiTyl6wkGt7Sq8XJgBlBexfbnVns9CIBbdwq+aSZU0QaVYEAL0x4cbQXjPkxpbJqPRJpio1woSdTgsKGmmZYCCtFElQU24oAU9RXKR8EkAY3WyU3EtkQZSp8jJGOpG1kSbJhpO2wtIglzA8t4UhyHiB5Gcp+JA/5dvi+boWZmSZJX4a2I22cG1+P4RUprbFOlZFYSBFfZ9angSBJeBrIZtSmDL6PccCKSoXKrHcSG+YG1q3q0ZHdj+///u/HS17yEtHffsmXfMkN35bb7Y7LpKhMlLKMBzu4jC+/82JqDmizA+kwiUKZNRqafT+0EYYWeiHNImnIHIs6girYUiWE5Sq/A+l80cy8aMMqWrBqjrwm2FCoeEoWyGufsCg4uq1lJTL6z21sm96sfK7YGNStUIrB1+zZam8KDnwIu5CgBtkKZC04CqCW9ahr/4jv1OhBSL2VxHtCdHPZnnuG6cH3mFYm7Ic4kzqigQKmo2mQoEDgn+AH71+Uc+SHZw1FzNBbNDPC6tLXgroesjzpQ1VAv8fYehXHasL3BqaqISynLz4TdqWl2B4cUNLyHAFBOECgdJl6nzVgkzIvYonFFa1IRnYizA3VNESs7TjCroU4UtsSRTppR++SSa+BiWnNp5dkZBqy6wJWRNIDKWiMKYoteEkCvxBLhKyksOiiLIWGox7BCzlfyeQYxASbmFjjw+F4TC5LRgCOvOcGj7e6zg08NyadK0Osm6wRaQbsUO8NG4zKAGj609Ro4Zh79ySJypDhqEkAShkeuc3My0tHrhPjgYVrxtbYz60vx2ba7/qv9K56RfOZ70FLV268Gyl5JAdl6hUkYbBeHwzuXmktapnqpUuXsLS0lL7Pv1/+8pdPjJvn+jlNtvi3Wd4LBuhYX1/HN37jN96yjQ1qkznKtVddDnnMenOY53Pv/nX01j8Jn/ikBmx/F+0PfQy/9tx6OoL/WLeDpb95GMdPP4LNTgMff99DeOav/wxRR4EOzbMfw3sfLONYvIjVv30K/3dlG+1MR+KxD5+D++qn0J66D6tPPI6ovTm0bSvrHTR7IezlDTzWHDirs9YfXcXi1gr8xeNDPhCy6VEfz2x18ZJD0/Bro4aaD+/08LqkhwWCCrmi78Z2N0JjZgF+3QNWhj/fObeLGfpP0AgzV5TQrHcCeLWypGYMfXapjf76GmrzjnSQaUTJGDv5bKcnvibxfEPWyXmN3GYtiBBvLMOPe7JOykFYTPvo7u7iwk4PJ4/Owl1YxKxvi7cH2wfBToBwcwOH7yvi5EIVa4tHU6CD1e6FaIcRqkfncbq+PAR0WBx9AjBdcYWFUZk/KuAKvT4ohamSohqHcEqOSG3I5FgsOqgslGHVpiTyV8yvbEe2t9iYk+Us1nygu4k+415THwjKWnwU5xrizcFEF0b+0qiVRUYFwYiSV0C8vY7O2jba211hlfhT6vtjY5LnSa8doNfchu0W0WsXRbZLB3iO+LONxGPKBJVgN0Cw25FEH0qssqwNAg19HRNb8EvK+DRfCUdtCiIpobTHlM1GNRtxJhZ5iNFREN8OSrxMxzpbSm+pfndiaqo749I5z8lIjKGoGHNmvC6yrIPse1fkz8DW5Jj5xMjULPxyjfYrrMsxJLJslUkyl7EmqJdhuqj5CB6NzpsFkA66vc8Hj44XCc4xcqwJNJw5cwaf//mff8O35VZud5w4cQLWBDPrsbrxkRNw/Al58gt0g5jXVmWQMXhtfu+B8mFIusqLocD7aaOKAkEHpo25GmwwrAn+zWeCES69IghM0MQ6E2nBdg8lFtr7ImUXZLY/TRiRxDgLCeNufe/aG26aKun9JYBhttG0n8x2xiGSgM7YsQI1RKrJfaEhZ6gAFp1AIubXbqToL8a12lQ2jl46z5oJwuonsPrMulHtRNNJVngLl8XXytGJbA8CHmQtxD3dsS8GIslQ36f2+ciB1APtkPqNE8iQpiiXHapOehxamsxCpomFKCogDB0F2sdiB6q+KtL6JeGEux+pTqFLREYDH2POPRXnWhBwgis1U8QW7wcFhBa9OYY9CsjWUKeoAjdExsL1WcMxwQJw8Jh4qnMqx8L8dIaVr/q7vfyo/biUlaFjKX9k0lXMd5XbZ/3qMnGmA6NWI0/JMzjU8Zsw/z4YG2a6yR/u8dleh+pK7nvD6q4rrwMyW/Y774hx7g0qPc50sHmu4fpPnTol4MQf//Efp8AGvT/+5m/+Bl/zNV8zdh7P80TiynlMTC0HCPn3v/yX/xIvKKCDMTR/+qd/Kg2eW7GYJ9wngj+GmTEkaRl31o0wOvSFTEYSelh96M/x0LP34OhsB8+8+2No5joB7/+/j6H0mkewVr0TT/7p/x5Z/N88fAlvuXseT3x0JY3pNPWHH1/F0YcfRfmVn4OtZz42Mu/FJ85j440n0Xt4bYgBwPrzj63gxEMfQv3Ea8cek9/78AW84XPvlY58vggGWOc+jrvm7x4778eWd3HiyF2oH6sDT6hEFlOPPLuNz6s4ODZfwUdy822ffRQPXziCzzk0KwDA0Hw7PZx66jzmXuHCy3mDrJ+7hI+em8Url2qoLFRQfmwjNUHlMVt/+Cks3Xde1rlc1Vq3OBIWyYfO3YtT00UcO/lSNI7WMf3kJlaDSGQ2aw89hRN/F/i0u+bRDkJsXziFfluZAq03e7i4E+BVr34VTu62sfz/e0QibZkYU16YFv3w4XIRp45NoR+cgVeZRqlRwwPHpzBP747eNryKj6lDFTxgW6guVnDoFccQNQ5jq8P0EjZ2LPi1WUzNV3D34TrOzJYRPv00WhfXBHggoEOQZPbuOZTP3ImPbXbxkbNb2Fpporu9Bq9cR6niYalexHzZwfpDT+Dihy7hYzs9VGwL95zbFXYFgYMLmx3srG1j59zjOsHlZVhu9nDiUB2Fck0kWOb8W97uYe7CBmYdiOGteI3oCoO2mJPSkNSqT6M0Ux6S50hFsaTHVIqOJMmYclwHvhiMYgjo4PxkvBSYYuP4kkxELxB6fbAUq4ONLNJvO6nMhtsbZnTafMmYWLI5+P1H/b78TZNSgkrZEgaCmLLFwobIjoTnzTZNGfO9PBgg0ws7JvPemFbJJMnL5Uq2T4MmA/3wGKAiA7Jw/4yO3swnbvjCeGEDe3RYyWyfiYkd3kdDB1fHLAug5D05sp/dDJCDZYwUDzL9i6HEpDhXr3vd68QU9EZrbm/ldsfU1LSMlO1VhQMjbhbwlf9f+lf2l7VH0yX9/Fr+Em/Or3pMST6pu/d26iSSJBu1SiYf/S10Kolc27TXRYGDGgLkaF+MwZJUiSFnjAIZFl3GlpN52IcVJMI2sGwaWsewhtgUCggIu6PnxLgUi6w/hAAXIh1ihLr6OxI/KAILg00ztHnlUDB4LwtwGGaFinmN4Tm2PLuUohL8IPjAe6JOvpH5CIiIlISykmgoanVSqY6+Yg0R1Ek7+2SOaDBDfX/6lB/H3sCozGZIljLyReuX2ejXtNk+MBQdVyZW1my7HMUMs2XSPspzdpuz7A7zVn6ftJ/JJLAjNdU006Ta0vxy9ty8g093kLrKZe7Lu+MK1yGy6fTQ7cPY9xoVf2f8jR5ongNKXZrNJp544okhA9IPf/jDmJmZwfHjx/EN3/AN+J7v+R7ceeedabzs4cOHUxDDmIRz4MMAGYyWpZfWq171KklmY3ILY2xNCssLBuhglj31uu9+97vxspe9bMQU7Ou+7utwq5YYUaVXrP3fwbMdmY12H5iJ0bw0HGHKerod4o3tXaHVj6vt9TY6YYxlHbeaLV73uuvbqE9o/Eg6CTuFWZNNXQQ+mufXMDUhPnVzpYVmL8J8YzzTJVq7gLk7Xjb2swvbXSTH6YkxmstMnw8vCTFFHW6ues0tbLQCYLYkrI1sMYY12OlIB5keJNlEiO7WKi7tdNHqxyIb8XJDtb2NXUm6KbsLQyaLTFK5uN3FZifEkWoNXkVFqrJDt9kNMbXchLV7CYdriyJD+fDMYVhGyhFE2O72Yc8fQePUEo7OPYvebiCxum6FhmEOyq6NuaqH8w0fUTgt5qT09GB8L43B6GHh0YIeQGWxgvLCFCJJQOlIQ0iC/TwfXsnBTNVDxbWR8FzpKFCO20oAwJ+uw55eEDbH9k4P3Z0tJeuJ+ij7NqqeDTfqo7W8hZWdnnz3jDBuSSMslFO6343E2NWky3S3V7BDU1OrAsf1Rr6L7lYXVr+DquegRGqtkRKFfQEhOmzcFUuwS/QVsdDPxugyPteic7+VskEs1wcH+OgZk8pX9PfI/eTpUHB8GQUMot6QJ4SZ1mZTLWTiS5wCK+xjD5loam8S2QzG4WoJSnZ92cqeZ/upq/YZnZCysq/agyFCpky6jsuyMtjYz8ybaVGMMDKyEb97HCszX4p53CSA41aVrqysrOyZeT87O4sS9Qs3sG63O65XMsvtOlARcOKDfVmTVhYoRkYilANtWMrrK5/JaDFyGILh5jsx127KN7gcdtp5sWUbi+CHraQytixfUQeYYEJsuNC3EUcFkXoIu4JElEixLIQJkQcwBGwWa88U4GC6ifi5yXujQEP2lEnJBMZnRUxD6bWa5ferCHk+2+lNg+AE44RVpGwqZyFYoWNhZfZ0BaMSjREAQ/vIDm3YXpXxyRhiY+jc2iEfjSyYn75/mcHLPSrdr6yMZQyQcblO+57sizGd2/F+F2S2ZqZ9Ad6ibpQZaZZ4drPqRjA6PvCBD+BTP/VT078JUrAIVPzSL/0S/u2//bcCUnz1V3+1DPC/8Y1vFHPyIqOsdT355JNiQmrqi77oi7C6uorv+I7vENNSskE4z81mYl5R6gqlG3/+538uj3wD71ZvcIyAHXtPPXJ6brYCWQYjOvO1HoQIW10Vxzmmmivn0AwelOnGVXutJaFF44qj+gQ6dqjRHFOt5W3MT7jQ7KysYr0TYrE27PZrKlhZRuW+8Vfri+yoe0twGZWWK8ofCkEL9TFAByUz7U4fBb8Ii3TZ3HxBqy8u8kLtzUSEUi7TbAZoBiFmSv6I7KW3EyDp7KLsHxb/iWxt7XaxxQ7/TAVO2ZWbPTvJPN7zy01g4yKmTx7BsUYJlUYRSTQto9C9foztIERcmYN3+CimTjTQ3eqJ74VbKUmaSZlsi6qHWc4XA9Wqh+myB5/sBJ4TTEMpunA8G+W5KoozU+j0E9kPk8zBUT/fd1AruuKIH7Y76LfVuUD2AxNXmMCDyhSWV3to7/ZSKRI79GXPRt13YPV20bzYxEUNmHEfN0kL0d4hgZyHgwirYGdDtoNSX9cblig1wwRBsy/Rs2W3iopnw7IdxBJBqhgBlN8Q6HCKg++DzAxTxDdcjhbxhWWLXIaxVeLFkWuQ8T0+RMNt2dL4olGhMDPkGqU8TdRPL9KpAur4UcKSl2cYtgNBGQIL8nEOJFANy8F8yv/uGqD/2hfkSuqq01rk8IxKc7IHPMsEybNCzHbn2RzKRDW/oufNmO7YutXiZanJvXjxYgp2EFj4vd/7PRw7diyVkZDZcSMNQG+3O/au8SKBF8bv6wVZBmhjxKqAGsrMGy6vmwrgEMaHp40+2QaRpBZNJdAMQBVHRrA4ARh/ytdFPtOfihBBqGJRaSxOv6m+GieIwgIgKbS8vxEyoK9UAf2I9zw1GtwlAyShNNcSMEOUSJpBIUQSYWgMQ14GX6A0xITUkLkhnhp6dJuvPW1KYdHjRfw0iM0UxDhUYTiGNcgkmkE7l9tLoCOVlBhzUFE/pSvUfi0mISWlNozKMzI9wpFoX/5N5qZBzDN+GrxdyVcRDVgvI8DHPkfJsx4a6XuZJkK2KTCRnXHQTvyE7dqrcz4CdryIAI1rmQiTXeb1WO5+SrHmru939Smf8il7smT5e/yu7/oueewVQZ8vsjuuRKryF3/xF7iSOnnypDBQrinQQXrL9a6f+qmfwg/90A8JIvTAAw/gJ3/yJ4UGM6l+4zd+Q2g1POik2fzH//gf8dmf/dnp5/wyGbHz8z//84JMveENb8DP/MzPyLQHrbxcRa8hO0U6zX4iaPPNk3ObHSDxcH5zlFnB6m01JdpzXNHbQfwnJqxp44lNnAlHUz+k4kiW+1x72J/D1MrHVnEm5+thilKYx9ZegwfmBqY12dp89DnMfNb4jt/Z5Sa2gwTl+amxn1utTcxWpsd+1mn1YZVrY70dCCQIG2IMQLK91sbFnR6WpmuSQpItJq9EGytozL5E4l2ztbPelVjb1mIVXsWT+7GwXUgtXW7hvo9/CJWpBdw1dwRzkp5DeUaEXqePZ1bb2Dl9FPXTD2DxNc+gu74jDR1ndg4F10fFs7BYLaK3VMdGrSisjMM1D2X0ge6ubAs9RcgAqZ88LEak270Qq/TYEGCL8hUbc5y36Ir5Z29zB0ErkHZCySoohsiRo4jqS3jk4tPYXt1KU17YICGwMlV0UNi+hGee3RHZkalznT7iQJ2TvXZfACNTQXMTZ9c7aB2PUK00RhgdrdU2rM42auUGZqu+mOcG/Z58F2EYo03DNq8Mr1YS1kkr0iAGD3Acw7NslFxbzFIpsbG9EnwyTxymraj1SGKMrcCcoktDvAr6KAh4J6kyIeNz1fcpahvqrXtdicE1Hi3ivyYoojIdFf2ylryQ/UEqf6TTZ8TsNF9C0x1+KwVW0vNvGLyYmLpyQLbGOIZJWmSwGMM1aXiZxt1kOYghLI9LPxE/k0y87OVG1sYnr0xIesnKWNiGvYzRh+jYr3NHTg8mHmj6G3Hfu16VPyd4XzVyzUnTXO+61dsdBz2/LvftPP+7Oy8whofPa7avzTQkUkxA84LIWjSjgzHrIm3R8a18TblLqM2chSbhoMC0GMpeKJMkSEIJi4lzpcFpJxHTULcVIwoKCGmo3eb1kgxGC0FsC7ix0+dzAc3QEiBCxQSrVQVj/FElGU2n8HLAgc8c66EvrMfEEzuWZzIsyeYQ1YTibQh4EPHmF9FLg+gCvcMskbDIYZJ7lPLOsMtkZhRQqKg4YDFPZbtDTGfJiuFG6Ncsc1M1x9YY2PJeTaBJUm5IU0mQsC1EGZB4y2RogUaValJ16UVC8EewJ8VooelrKvExAMik+4HepEnJKFyfgDkpk2VCWsq4e2f2lpgBX+TPvNQ1vrYgwlUDIVd44bncdl014LBf8GTM/t8MgqY5zQ86zwu53v72tx94HratKbG53EDHNcOrOAL0gz/4g1e9nF//9V8XCg0bCB/84AelwfGZn/mZQqcdV+95z3vEBf6f/JN/gg996EOiH+LjoYcGGR/crp/4iZ/Az/7sz4qZSqVSkWV2u+PBhP1U3mdjnIL1ShrgTT2K3p5A22C6A30CJtUkEITFDrdc2SfUuFhKU1scro/GgyCszVYfhVJl7Gfd7Y74Yo2rsBciYIef5mZjqhB2RbYwdt6A8aaUQhTGHqesQWW2+kGIFmmhvitSh+Ht4Q2yB3cMSMI41XagWAA0u8x+DYynpXknWlsiG5mueNIxV9sSy/fC7zQpNVCcm0Vxtg5/uoYCpR6MV7Po7WYLG4MgB0EHymq4/wnNzhihys5+pQinUkShXBVJCbcnQ1gRBgiPF9sK9I1gcomKACzA9m1YlRpi2xM2TD/DymCHkwABp0tawyAHS8AAzYpgLGy+aFDK41Lw/JGvo8PRqbAnyxYQIuNxwY6spJvYDmxfmcMS5Mj6HCiPO2U+ynktx1WvKdcxmmFbgR4yGETDPEbhCkV3NOFDzgsxKc1EmxqvjfxvQB9ctYwhlYYGD0Zr0nn3fKiB1OfqGSeT4mgNSHMNSCXPi+L3edDH9b7v3ex6vshzbrl2R/pCG1pOirrfzzJu17UtAh5kelCu4nni95EUi0hKRSSMePSLSIo+Et7zOY3E32rTVd7kxNFT08fE5NWR2FwBAaquROkW6NlVsWCVLdhFlXjjuJFEqtIfQ8xAdQuUqSV9YXQAnRBo8dFPsN1PsBNE2DWPfiRS3laYgARQNkHpPcsmHzEENkUJlLD27FcL8KFZIppBokCEARODiIeAHMUCrJKDQtmBVfZQqPpAtQiQ2VstA/USUK8AlEPXyurBvzlN2Qco+SXTt+SjwGQ6V6XM8FnlHROlUT2cvBeHAvg1g0MSUvjQMp9o4IFipEFkzPDB1/KQRKKBQawk4ug83GHwaABySPqLxAPrY2AehtGi2Sup54jxGMl8PnK44xeuPGS/67wqVoUxEj3IPl3JPNehBjK0/T9eCGydyw1mHPTx1FNP7YvNeWBGx1d+5VdOTCN53/veJ7qeq6kf/dEflQg7Y17CRsLv/u7v4p3vfCe+9Vu/dWT6H//xH8db3vIWfPM3f7P8/d3f/d34oz/6I/zn//yfZV6OqtAQ5du+7dvw1re+Vab5lV/5FdEM/fZv/za++Iu/eOx29Ho9eZii46ypgwAYQ1KWMZX/jJ1pFiNlx1UU9NMUjXHFDuek2gxoejX5c3Y4J9VKj7Fpvcmf7/ZQOFEe+1lnvQOrP+o5wuq2+whopjkB6Ig7bRSL4690NOGE6w8leaSf9Rh7OX5be80d7NIzo+jJPTFbNKeMuoGWRQwvIOh0sc3tpW42N3RPM8vWhTVMry+jfPg+ASoueA466AlrYasdYLcbY3qqDG92UdgHSbcjzANKLLg+sjAoHfHtAmq+I4BFodNDEigZk+25AnKQxQK/imYQCTBGSYWMHtGY3rHg0c9Cnyv0wCAYQCkImS+FUg2dMBE2DJkY2fJdC75tIW7vYnXcecToPDnuo+cJ94/YCAGGfFG+knRacGcs8QEx6SkmzaRPxMj2xIdEeWwQwBiwFGyrIPtkklco9SEQRY+ObKud+yn0WkkPUA7xEmXKkbCR3DU1KpQ1PhU6bwa9GjLCFNNMPZJdUNsyVHqUKe3kHiQlZQJgMKjrewPLAxYGqDL7P47VcTWVBZMSerXkEJHLpbXc6NqjPzlxehbvH9n7hsm0H5drf9D73q1Wt0K7Y682x1DlT8b83/r3mvUdHDl9nydA1Yuy5AKqmR6mCLi7gTA5Cg5ZB1GOrZBqHtV75pqcODrxRTE7KG1hgk3CRJeE0bLsRMdwyWBICnCY2qKvpzI2ERcEtCDQwYERpq0FcYIePaf0PdEpWOmDnXveb3nGRNwMsjzkWZ0vqu+diE8HI4kHVqXawFSkKzS8VqPjqvOlOvxkdMhzkfHBKnaYYI48ykzpIeij03VSLxRzM9LUhmzajbBh6G/ClTpaIqTjYm31WrWvtVwyE//K11wMQQ4DVBDgMMCMYXkMh+XoY8D9SDvC6sjwf35tIzwQExmbMWPNPufjbmVurWiS7TURxCYWdpxv+B4d3P14ftxQL4o9NXb7TYV5njUQrlPdGnt5Y+rAWNnm5ubQg0YkbGj82Z/9GX74h3/4qjYmCAL87d/+Ld785jcPNtCy5O/3vve9Y+fh+9npWRw1MdMT9SEVNTtNo9HAa1/72onLZH3/93+/TGceRp98JZUFRvYLklxpY38vbX58FVc1Wewe2x6xIzjh6rTXKqUjuteKr8NVmB07c5yupQSPHTbR5yZsBOibvaxQMQVCoXNqMICSBsL8uqGTMhmlU1VQkary5vD+C8Aid1RlhDrZw2H4fVmWCGzZRFFeFPnOv2rgaG+IPfZzXMzooLO6h8mlDFYVrspPwgBMYwg3o9tpfkf5jnzakz+4x8DN6oRLXOHtuill5DEHebB+7Md+bOgewgfvK9fivnc9i9ef3d1d6Whvb2/L33Ro59/mcaPrVmh3XMs2R7ZugxzPgzL3HLkJsgOr0dNJgHh6nzfzaqaHoS1SU2I8qsYAsdk/s9xj3vEoyyTIkaT/TDtMSzblee+e1uXOoEmzqjQUrZNRzqaZ58wxIbNUYoULg2PFmXUbZvC3eego3XTZ+zvH02SaMeMg+TLNlCxLZa958qDGSLJK/qvPgyAH2P4r/fyg63ux1PP9EqhAtgMyOvDCr//5P/+n3I9NnTt3bij9rd1uXxGD88CMjne9611j3//e7/1eGan4Z//sn+FKi40XGpzlHVr596Q4OzYmxk3P983n5r1J04wrOrwbF1oWG3dX2vDIsjb4ej9gx5VGFKad1TFlXcVVTd1rJy/bZtTnBFBir1VKosENvgqzs2yO07WEUdiBFilNgbTHjOkiWQYiyVBxqAl1uyKF0ILZTMPA+B9QcqFurMP7b5zeeSXcmyY//L4sS7MOxD6M25o7tingQJnMHsdmnB/EIKljjzQNuXgnBzpnJ7EP9mNhYXzNRsxDzX5egWHozYoOPWiiy+26hiVUngMcfz3tN37jN+Lf//t/P/TRODbHldz3rmfx+sOUk+zfDz744NDfN1q6ciu0O65lm2PPQVRB25/nLf0XW5l7jtwEGVSiTTImsflSRkc6ymRuoAptV26iOi1kjHdD5rX5pg2xIGJQJtkb+jqlmnbKVFTix+V5bzTjSj1gZJX6GKROqOlz5phwe3iTzzM6jD9H+rd5qGXKIIxZ1j7KGHRKUygz7qHVrUM18ETNMjqG58nvq7YrUc/6Zyd/mwbWBEbHfutyBqP7kaLcik2L57s/s/lJHHSeF3p9yZd8yZAR+n333SeRt6dPn5a/OQDD++RBGZzOtdxAZu6+WGoSxfggYIWZdq/KL8f4OlRsa8QnIZUv7LHMqp5/XE17lnghTKpxvhSmFnwHietP/rzmIwlUgke+SrMlxO54WUux7MJzCog642UxVqmMrphNjZakovR7Y6UU9KOY9BX51bp4YVCikl+0U3JE0iIJHLkFeKUiGtxey0I310ChqWnl8Bzs2UXsJg4224Gkk8gyHQtTZQ+1ogWv30a0vozu2jqSMEJ5qgU7jmR97X4sMa2U1bAtQyPNsuuj4JUGsqVWV6Ql6DVRrdqoFh0l6eDIB9mcYYyAMcH6XKGsh6M0lGj0O6EkypScgsTXetXpIVNRpsP0ohi1cg3zviPxvsMHx1FG5mOkQtw/Mk8FxMlVlZrcUgX9WBmP0oSURaCF203/Dfp/xEE/TUHhW6l0gik6NBWlRCfqIwldkVmJV03mK+J+8jjSl4RmcIoJzEYMAaYRl1ABQIbSXUQfWxgL6Mgy9PJ4oEeiXfVIUwrkXFaOkp33cmDedTbbHJMig6x06Bp3irLxtWQ1Zf9W68PzqgjgTgJxJ03P4v2jXq/jhVZ/+qd/ihdKvZjaHXu1ObAXUDHJ0HjC68ILoaX/Qq443wlXppmFgAksfWVCSnNfxs/qz9SznlbafbrDrhNZ2FZgY4X+Rwnv470EUTNB1KNM10K/byPoq8QVkZDoWxLlJUX6W0l6GQdGbDBYrx+TVqK3V0giatCEslljQMpnY3ehwmkNLqGiabm5yupJs2MLOUlLBhBQWDHbKAmSrjiIIGkFAH3WaEJqonh506Z3CdsYWemKLIQgDyU8Gujg8WQbQAxIdXJNn+0LHicDAmkZF3dXk0CU/JR+X+q1qGwMW4Pbl2FtcPdSj5E0XWWwX+bWmcpZ8sCCjLRTcqSOc/qpeaHfH3ov+/PMRuLG18ZX46YCG4WDbePYcc79elG8oCUuB/fceKF7dLDyfa5rZXp+zYCOj3zkI0OjPldSc3NzEpF56dKloff59+Li4th5+P5e05tnvsfYvOw0zPi90hqAHVpMl9Ywe+OgxY4rqzzBgJMmmOJNMKGYTjGpfJo3WZO/8nyHI1tTtOO2vYmfT1dc8WEYV8VGCf0J56vDJA1msE8AOhKniG5n/JXZ8RwkvNOPkT7wOE2Sdbieg4pjIeqpjvXw9tDQyh/rV0IQioah9JBoh9FQh2zGtVGaa0h0a6sfSUyw8VuxHEu+F36nhfa2gBwmdaXUD4TdwfYNjUUJcmw0FXWLWtrEK8KisRnlJP0IfcYLt7rw2k34jYJsT9ZXkkAHARK2lWheSr8Kuf8zZrUXIW7twooClEsu3Ep9qLPb5fKpca3UMe3aQ0CHxL5qb418Go0B2MTIlAknucPO9JuC48uyuQ6TZCLHxibQYaEQBYh6gZieKg+awcFVbT8l/+G8dLKX15pqO0gzUW0dAh0EXMSPTJgrlAkNfk9yXgjtd5DaIvulmTdDxYMbR3oZqdR2T++KK42EvRGVJu1lHWyvEUCSvq8B0xd6zOrVMjqu533vetab3vQmvFDqlmt37BOoSK5eJn+7DloGsBCNCEGMPVJX2LHna9NxT4EOw9rIABz0uBpJXUkQdQs6dcVGP+R9Xhllsvi/U0jEBJ73blG7SLBLASVJXbEvk7qi/TzlHqqeWXtC8mLRkQzH0+bADkk9IRulC8Q2fd8sJE6EApmm9C652tQVNnykEcC/FVAgYxNm4+kjpreLWyrbppEO8lhNX1FujzLNwVNXhjqePAeYUhPp6cz9N9Uqj/mx7pG6MrQd2Zjda1Q3o7MsjJoJoMSegMdlF1y4JqkrN6NuVUbH9aoDAx1ZamX25v2///f/xt/7e39v6HMafB2kPM/DK1/5SvzxH/+xOJizqM/h35NyeV/3utfJ54yYMUVTML7POnXqlDQ6OI1pYJASShf0r/mar8FBazx4MfzewQCO4dPz6HRJfpRHpot4rDna+fenqhPBjOriKcyVvYmyg5k7phE7E0aMdITnqbKHp8dEzC68bB5ReXzM69TJl+GuuSrCJy+O/Xz67uPYYK7ZmDq2WEXDK2BtdWvs53FlGuvL49NeyEogu4FMhXwVp3wEY8AKmlk25spYqvvobe6KiWi2qotV2DML2KYpaS5dpD5bxLFGCRVLxbryfso41Lpj4a7FCsoveRCdqeN47HwTa8tNNDeaKFZLAjCdnC+j3t9G9NRHsPy+xyX+lqBK9egC3CM9tIIYy80uHrm4g7XNLqpVD/cu1FCbLaFWrMm29HYCdLe6wjrw6lU0Tn4S5iueAD4AjUcjrO12sdHtCzukNl2XGFze81tRgrVOH53z51A7cxH3LNWxcnEK7bXDEjHLjjxZKFvdEEv1Qzh5oo5Lj22krKKjJReWV5QBCL/sotiYT9kgZIYcmy1J2kzS2h4+Zo6NynwZcamB3V6E9WYPYa+dfhdku9CgFEEbwW5Honr5nZBpIcagFuPyVPQxgaOgvQM3jtFj+g1ZHpnRjm4UC9tJwJRuCzYSMXS1mASTMUmV9qTlwPKLKNsFaQgSYJHRKwEYNYVXRn0cxAQ6HEd0+zZ1wyFZJWPOZzI6RrS+NInLePRIOszg+jBJemTAgv3WON+UtAhyZbbBGK6qBtr49ZsM93FsDuMjI8sQtszeEqBxgIcBSUbAkszEMpJ4GXoHr7VXAigfqAyl+iDTX+f73q1Wt3q7Y1/+BxNe367rWAJUhGKEKWbt0pkPhW1A41DF3CAAwtfKv0sevK9KZ50d82iImUDGBm9S7MDHBDj6CWKCG5yduElgIQot9HsczKGJpo0o5msCFSp5xbVoLsr7YwFTMtihUlACzVRQyhedkJLZndQywwAVcg/g60TADmUTopgb0snXxqRkNNiI4dhkdEQqwt2KYdvqMxYZHQzuE+N0O0GBES8mVcTtqXuK0Zvq1BG5tA80I6Md/IxjqFx2RRqjEf3sD0UvK9EkEXEqSyV4Wv6hk9XSZe3X4yJlemTe0wCGMTU1v8hsh36o836F7IODGotedyDjChef3a5xoMfl9uuyQMhV7PfNGLfKG+Hua57rtTG3ItDBKLVx9epXv1qi2Ewc25VqeNlgYZ7uq171Ksmwp3N5q9VK3dD/8T/+xzhy5Ehq6vb1X//1MgL1Iz/yI9Lg+bVf+zV84AMfwM/93M+l28HGCOmtzK9nA+Tbv/3bcfjw4bRRcy1rqNGdP/MKlz81GUuaFAKUZkrA2eFO46znSOrGBLIHqgtHUfVsmW5VyyayVZ6ryG1pXBUbc9IprHkWnh4TkFJZbEhU2biqL8xjtuQg2h3eXlPewqJ05MfVUqMEK2ii31TJItliBzTxKtgZwxRhJ5mshKTXFaZDfj6v4krnXjB5PSqv9nNeQISq5wiLRGJTs/PWPUkmaW8T6Bj+bKpWxBSj3oIWwnZfLkTskPN4EyDBzBI2uxHObnfQ2u5KqkmpVpY0k4bnwGqtonPhHLae3UZvN4BXdtFvdVAMQ2GIrDcDrG93sbvZRRhEAjz0Gj6qjieMhX6XSSl9OOUmuhtbKLkF2Q/jcUGdeU9LXzphjOlyCW5Z/cR7cYxOZKG32USttYXF2jGUaz78+qwCOmxLGCWUzsT1GqpLVSw9p2JmuY/TkmSiwAJPzsM6YICO+oxsB0eDyOjIy1a8qovEK6HditGSONxw0Em2LUmKYQJN2B18H0NpKGR0hJGSKMURon5XOiJKXjRYF88wvieMECbExJEwOjhaa9kuYspeDPAgw5qKncMH1ytJO7leuenES6StjrAdMTcV1cpgPpX2cvWMCfFKucLr6EF8TyaVkfEMLSoL2mQAjjzYYbY7D5Tw/ZFGyfPdL+A6Mzr2c9+7UcW4VK67Vqvta/qv/dqvxXd913cJK+J61u12x961t8/V8/z39UIsAhhallKgeR4v+gQ6whgFAh98T54zjA62U8z10wywGMBDUIhQpXt1QySMouejFSPm4rsFxCGZAVS/2CoGVcedCkERiUqpLURwhfBQkPuqRKYK01GJTxTrg5up5CfqveFY1PwpYy7XCthQIAHBDt4eBiCIAjTkfQ1y8KHMUjMgOwEX3v4zzdP0fpCVhhjERW9AarqqLNCGN2yvyl6KTUibSUBhM8CwTaRNkGFj5wAP9QeuqIaaApmb6fAxHwVC0k8OMOaxF8vjhSJtmLSde0l0riWzxRzvg972r2Up650Xxvd1rev//t//K2bc2QEHE9u+tTV+QPyaAx3XW7/7RV/0RVhdXcV3fMd3iGkXR0P+4A/+IDX1eu6552Rk1dTrX/96/I//8T8kxo3Gb2xU0JzspS99aToNjUvYaPnqr/5qOVBvfOMbZZnFYvHGgRx7VFb/PVNmIkeI6qFRT4tTkjlek87buGrMllFyLCwWR4EOHrHibGNiNG1pelGAjspUEdjqDn1G1kL1yBy6uY6/qemFCqq+jWC7OfZze+4w1jrjWRmHG0UUurvobQ+vk3XIdxAUHGx1Rn0f/OoUZhhP1usgzBltkEXg1UvohhFiNjwKvDVroGNqHofqRVRcC9uMWM0DHTM1WNUptKn1zHRoba+MpUYR0yUHVncNQSsUKQY7btNFBXTEtUO4sBbg8Uu7Ah702ztIFg+j4tlo0BNk9Ty2n76Ic2tkLkSYCiKcaXVlBIjrW2sGaG33sLu2ibBfUwwMNohsT/wrCHJ01jrikdFe2UIlaKHquZqFQDprD0EnFOkL5TMFniuUK7E9FSfCluht7iDaXMHs3Bk06j7W6lMCBBEIoH8GI2v7tovK4hQW6ut4rtMXv5gKAR7HkUuvW7ThV6fR8coCVBQbCxKL68QhEkpxct9FcaqI2C2hGTTREQpulIIH3JeSY0uELn1aZH+zVbDEmJVyHOPFEvd70liiR8dAiqEBEvH4ID22BysO4Wn/EmEORINpI2qJHQdOxqdD0mozTArx+NB/syMvDTgTIDcGbj9oMsrVYhEjEbcHqT08RLJxr5fbRpH0ZLaDUiIDeahjlRUex/s6VuYYp2SOm9xRO7hHR3LN73s3qn79139dOvH333//ZaelMRg79tzm61232x1XUHv+bm7BqIVrUcK+oPajpxgbfC3ylAgFxp2KNCUGOryvR0BXfSaXwZQFmLk+CLWCEowECSNiwwhJL0QSULaSIGpDAI5+10IcKeAiG4NqpBOeFY10BtNEkQyQoYCPQgp4yPKgAZHMphkJTDZAViU7GGkMgQ6CGmRR8nUMh6yOggI4DJujIK81cKGXT5BGeY6SRTGIcp1UKmBFgSa2I6iO2m8uX+7ZYwARzQiZBAKk5qC2lrdkv5ehW1b2eJoXpg0wfnsVO2Q8WDJp/GMA3mRpIfo5sw2jgwTDAE1+P4e2aeiN/HLwogRArmg9zwNzVqPQOtA8LxJKx9vf/vahv/NG41cymHHNPDquZZEuOokyyji5fH3hF36hPCYVDwxHnfi42pqdmUG1Wr1qaqmaULte89kpYv7e1+H+U0cx6++i9Mn3o/ZHzw2NbL/2LXdj8a774C3M445P+wd4+q//BFF7gHC99r5DqPs27rh/AU++99yQLOPvvmQejfvuRjtSUpOtZz42tClLdxzBTNFF4745VM/tSKfY1JtetoDqSx/Ec73xV+nPfvlhTPU2cPHcwNjSFL0e4qMvwWMPj0fiXrZYQ3L2o9g5OxpZeM+JBlZaIc6ujjI6Gsfuxn2H62h/eB07OaDjnrqPxukjWGv3EeQMNWePHsL9RxuY8RJcWGkNHSMais7edxrh1BGcXX0SvaZmqFg2GsfuwYNHp7BUsRF++CFsn1NsB9bUyQbmXnoaz7aAP3lsFQ8/vILm8tODdVZ9LNU9bP7hB/DMHz+ZSpIudEO8fGUTM3GEC7tdPH12CytPPinzElj5yJ1zuHuugiPTFQStHrYutfDIboBFggXUgf+DC5iqnRZTVoIAvd11bK2W8WjFw+m5Cu47fAqVpUfhWk8KY2E9CLH+6Brqpx7HqTs/FQ8cm8L6RgdbDTUa22kFuLjTxWq7jMWX3oFgq4mXvacvYEDtaA0F1xNg5/B0CdtzDcThnbDdImYX61is+rC6Owjbu8KQ4LHksV0kI+XwDFohsNYO0KUBmS7HK8MvOqgVHcTLm+hstIfOdynbEsCq1Q0FODIV9kNhqaQNOP2C8/PcJUMEYQ9FpyhgiqTh9HvKqIysj4jmfyUxny01yeiwZD9Ni4MvHTI4yGKxbNiuK3/TH0cihLObSImL6IqV8euQVIVAwAT5h5p3PHAwxJaQKMD8/FfWMpHt0yBHGnc3TnpC/5KMGWl2O6XBqeU1YyU24n0yYIPkWR1yPCQSUB2zLIsmL1UZMoSlTOWm8EivP6Pjcve9G1WveMUr8Nmf/dny7DgOXNfFvffei2/5lm/BO9/5TvzVX/0Vul3FqHr44YdFnnEzfERupXbH+vr6EMgytI5xPZSRa8MEUOMX/qd65vWRvzNew2wl2WPJb42dbz66io1QcC0UpuoolHyg7Kl5PA7O6N+0vg6iVBRTyYQGk6WSRo0zQ6XCdCCbgUaNGaaD3v6ERpRiDuHKvAm9xXxPr2MgQ7ymJVQHfW03ZqIss51E17ndBD57ZHQY0CNQAAffM94bHJyhDIXtD+MZYcrEpaqDLJ/JfYlG3ZSpNGMB8snk6HfI3rAQhgNzwoJhUbgxCgQXnAS2F0un3Sqqzrv6PnXk6pBvREbaIYc9Qdwb+GcQVJFdl/VpYCSyBFwJQ0f7pYpwRW2LyFZi+XptO0q3C4bhkethsKNP2U0UKQPVUJgpNvoEcXRMpjFUJePEFGU4sktWJPIYkedwfVYCh89aIuN4+ph4GhCxc0BI5qewXxw9awwqx0m/kR5L+UPfJoQiMxiNV0olHtMB6LRXZQ1NjeRHGaoPtiVlvMgbhT1vP5cFOMa9v9cm7nX7vVKw5Cpv6bKPl1v3FW53VkJiBktvTA1AxYPM80Kv+CAm/tca6HjLW96C7/zO78QnfdInXXaE56d/+qcFCPgX/+Jf4MVYR48d29NJ/3LItDwPQbxqtPDoG/4hjt45i7vPnMIJewvhy1+KLzr+Hjy01kErinGm4uJlr7kXs3fdhamlE7jv1TsoFKdx9m//Ao5fwtTxe/CGV74M956expFXnoH7VBN/uryLtrhIJ7jnwaNYPHMHtufmMH/n3dhdvYCou6tv6BEWZktiKFlenMFd1XP4YIbVMXv3PKypBfTCRKQOvZ31IQnJyakirM459HZH5Sf31X20Cz5Wdkb9RigjaRRtRBsr4j+Rr/rRGra7IXrtUUZHpVHEbMlDsNsekZ9UDpXhzs5htxcK2yMbzVmp+8rHpLMt68zOO0djz5lF9Cxf1hl2FUPFLVZRrNVwuO7Dbq6ju7KM9V4k3wtHn726B2d6RsCKZ1aa2F4+N7Q9ZR5Xx0bz3Cqeyh2HWDNvNlt9tHZ6aK2qeaOgje1mD002fqwiwk4ogM4OWSrdBIsrbcS7W/Cn2SlWnW9ub3d7Da2dMpZ3e8BcDW6tlKb08Ch0t3vorm2j6tqYrXgo0ePDLyMKVHpNsxuiEySwGrNirlpurEnnk14f6tyN5Tzxyx78akNAFnp2iG0MGR1xJF4XYl4KC17Ng1crIYgSdAItPzHnjnSkLGFdJL3OWK8VtlIkalcnrpiKtDmpsQvLGoDSjyKmZjpmw2vQcDfFxp2SzVrChuHxkbYnXelzHXd6dJh0GMpB8ualvP1l3zsoCm/2cdyNWMxSzcKv0w3gcuj4EMAxgd4xyaPjcukpygx2dF6zGsPsOMj2XpcyUYYvpCGhK6xf/dVfFZbGhQsXpNFBUOMXfuEXhInAqNU3v/nNQiulHOwf/sN/KJKO61W32x2qzp07O9KInRjKPvb3MR7oeOZdzZQVwKQMx1EdR9vmPbMgndx+aCMMLfRCRzqfHMEvFjtw/QSlSgjbTWD7arSdUjerZMPybVg1R14T7ChUXMWoE3dLXusot5DhedXJNz8XGYVXQ/IF+jYR7KD/lKNZYwRXBDgpqgQw+ZxANAERBwl7f4KsarDlcmlWwg83SSehGnAyMhNT2ShTskPJWBQWh/LlEBCEMhYOeqRAhwY42Pbg4FDe40eZI6n9FU8JnRLSpVxl4MWRaOaDHBoZpVcdXH4/7My7xRiWQ/AJsCsK2LBoZs+UMx4z4ywqVMUMyKRdu1UUayxAljBLaHhOibGsn9MpYCKmiTkn6YZDrBJ1HurtM14cPJeEyaE+5PvpodTzqI4/Dx9BDYIdFrriM2IhTCz0CX6APiKDc5nsEWa+ebYNO1RMEp8+JDYBj4ICPyx13lq2Muog40NjBQPZSmoiOjjn0nvKpJ+UPlfE0yPOeYGYGNp8ZKy0TbIylWHgY+x6BOBQLBe+1im7ykPEmKhKWI4yOb0Sj45J0w0t50qBB735B57nWtTVLGeS42zKzrnxbY7bHh03AejgqMUXfMEXSAPn7//9vy86VmpNScHc3NyUkZ13v/vd+L3f+z3Rq/7QD/3QNd7MF0elOdq5eFreoD//792DOw9V0WAsKjx4J+/By//ZG3Hn+VWE3UBkJ/UHX4W4PCURYF/0qmN45NgUPv7AEkqeIyamrz29hLkpD/NvfgNmD03j/sfOor3WQXmuhFNf8lY4L30jNipH8TmfGeJ9Z07g4lOb0tGj5OVLP+M07pv34L3+lYg7XSx89CK2LzZRW6hg4ZNfh3D6GJobIaZP3of1Jz6KfntbWA5H7z2Du2dK6H/gETHYzNYrpoq45/Pvx+MbHTx5IcfYsGyceMUrMNVdxdqjT2M5B2b8nYUqDr/+JfjdjRZ2NoYBFK73njtmcedcCTvPrWKTN+pMLb7yONw7Xo5HP7KD1tbOQCrh+njw1AxONnzg4iewkQEdKM+5+0gN1smX4ZntHtYJEq1fkM9K04cws1jFibqH6MMfwPJfP4xHMkaxpekKnKWTeP+zWzj/+AqaF57MfOcJGiUHdd/CYx9YxjlSWTMVtPrifUG5y/rTjw115rfXOmIsmlgVNC+18KRmQ5Cx8OGNDl514WmUTz4o66AfCAEoPgg+fajuI3zwXpSOHZd9M3Vxs4vpp1dxJtzFyakSzixU8WxlGoG1LWafl3a6WGn3cPfiCdROnkftsWW54fo1T43ohQGWpoo4P1OSUSg2QA9Nl1BkQ7RPD4wEFcfGlBsL4FA9VEFpfhqX+gpECTNAh1euoVFyhYUUtlro67SZ9BTh6KHriWyFgFXYy5wHSUa2kpGwsMS7QwzgSKdVQAc744rNoQzHCIwQaLFdSwALylcGN3vqnXUajE1vDldGVAmaZDvf2Q45U34KGcNTUzw+RvLC3zy3IZ0/1yrYz40tjzXs6+aWZUzsoyUi/BFpiKtYwvw6VYNLp9kYoCLbqdAsDR4vFVuY3ZTB9zEutaVg5jHrHQOu7GcfXoiMjudDHTt2DN/93d899B5lGydPnsT/+T//R9geN6putztwFSwOU5OZIL/0+FI2YRQ+jSR1pKi5HrG/yw5nmzKKZNBvJjhcJpPARJDqTXC1iWWRHXH9KNkRnAK7rpy/r6UTBcT8nTMCvexJMlu5bMMRKUSMohPBtfvw3Y6M2JMl4JUjWH4Ch516n/NaKFCayfuE76AgLJABOCIxpSpjXF2fzDGS1DDtrGkuuiaFKn8RVrSGgY+GkaZIYoroMBh1lkpPjIko0z/E9Dk0y8h8HQbkkPUNPo8ZTac70ILZOAk8y7yRqHQ14j/0q3cKsKqOAjO471VfsWkqZNIQ+bCBoq/YMASHDAhkOsiU2ui41oIxTI0iWAas4QCMgDkEYPhejKQd6H0Dkp5mU2YvjamBZ+b46c8I3qj0E80UEeaG43NlsQAA6Z1JREFUSovpxTY6oSNMjiCxxEuMr/uMo81gB2Rx+ATkCHoQ9yK7Q+JzQwE65Lxx+3CdGB73xY6F7WK5sTp2TgaQ4N88JUycTPY7Gfez4XwitVFghwE+BIDQgFDavuc0Y7w4BuyOocOV+1XqV3J/HU104XeWNWi9LMEx2d/tKfveFSWc5Nd3QFbIfm6Zk/Z134wcHHx+c67eaBThVpSunDp16ooGsuiF9XVf93VXD3TQoOxtb3sbfuM3fkM0vBzx2d5WtH5u2H333YfP/MzPxPvf/36hub7YSzosY76Q/Zxok8CO+5ZqWKwV4bHlEFsolBuon1yCWynKqL8/XYPdmJV4WI4sL1V96ayVPFselJ2UiehzhHl2EY3TO3CKHoKdNvzpKpxDx5C4JVnXqfmKsB2kU+FY0nE9PFXFzFQZh+5/OQ7FPTwz/Tiefuoi7OkK7EPH0LVdhFEf1UYRwdIZBJ1tzJ88hntPTMHubiFsbg39MumvcfSuWTTuOYWVVoCelluYmjp6D44u1VDYWUF3fVs8K0yx00k5iLd0FMtbXQTUu2aqOn8IJ+cqmPJtbGx10cmNdteOziOuzmJ15xz6rQHA4lWnsFjzUfUtxNtrQ/IcxsPSZyOqzuHCczvoba+KFwTLKVZRLruyn73lC9h6Zth0VUay/KKABJ3N5ZHv3HNsWP2ueG6MK3a4d1tBmmJiqtfpI9T71m/1h2QdZHYQHPBpsMmBKL2trO7mMlo7S+hEBVSqDRS5fbrBQDlJb6cnhqoVtyQgjKSSdG2VXNJX8bRJyYddKsMpu4i6kXTYmTZSiPsoe5SbuNhmA4vsDdfOjOw4Sg4ikqGCvLY9T9YdcLmZr4oxtZzXs2zxIMmyPcxxZQNV6LUy8heNZQxQijHM6Bh7mNNpBeiQjR0fg2r8GAy5w8gzUrKH6chLOsvezAV26AUgkXlHN2xi6splRiOVqeeECOox4IBhn4xdl/Eh2WOdZjuHvoMxySlpO0d3fsYnrgy2nc/pNJljMS7tRRqPNwNDMB2dWwDoGFfHjx+X+/vVxKJeSd1ud+yzDghymHpmN0rjuYWZaCuJGqWHqsNmPI8S8U6KdKQ3QQ7+PukHlp2exffZd+SyOB2BjqLtqCCNDIlBlBP6Ohyx54w+ir6NmYUqarMVVB0mbyWo2AQ82MENUfFCuHaISrkPx41gexHsUgiLypkSQXEyGTT4wWfDCpELkWY3cDsJgIj+zh5lbowr5S49YHJwoyVBhV5QJuZUMyOk88uY02R8+odcPpWsIi3DFuAx53WTYwraN4LMDW6/xYPKzdWsDe5boUrpECU9LlAuKnZLuaTYLfJ+UQMdZL1osMesku0tze5QLBUFdBSMt0hPv0dTbwIdQYhCyVFMD5GG6rhbLcuRQ8dbfsoU0R37cLxfhHnQH0R8O0RJY/xDFMFEHcJBJ5O7wHkIbjiyQhuuHGQHbhIjFtYlV0pmUgxbmEMEzrgOlQ4jxzDRIId877mfSd7XwzA2UmCKx1Htn8ASjKA1J3Xu9JHVaibGRMVIni2gDV/lmMmNUdEk5JXeDj4ra9nBevZb+wIU9oiz3f+KDjDpRK+Tfc5/1dKXvT68eXKQg0pXXuA4B37pl37piubjIMw18+jwfV8aHXyw2ODodDqYnZ0VHe+tVpPAjmxlO18TNfXaOYggxxw70+ruhsT14cwfQaVUQdLvo1CqwKrUENmeUPJnaVoqozAcMS6g4TtiJsplERBJ5o+g6hcllaRQqaNQn0PsKYPThYon7BE2SjzHwmzVw0zJleXYM4son7oDd5Z9HLnzKHZdGxu1WQH42YGiZCSOZxCF0zhxrIF7l2qw2lsI2wqMMFGd986VMXffEtyjd2J1qydsgWxNHVnES482EK0+ifZqC51M7/RMxcPU6Rk4iyew8pEuws6wyWljriIxr36/ic56F+1MB5kAi3f4KAK/JlKQoD0AJWigOV/14PXbCDdXhrw95hj1ulTHdpDg3FYHnc1Lg+/O8zFDD4rWJprnVrC2kvMM4fflFLHdbKG7NQxWiP0KG4JRgPUc8ySd3fXQaXWH2BwsxsWyg8+Od9bbwlTY7gjQwWmMzIZFwKS900OHEbPlmnwn/K55PvI4UyLCKDy3XECJJqKug9B2pbHVZ7oLG230pmDSCDPgxZeCtNoQVhTKecYoYoejSWx7mQYUG5MEOnxbYltZju8wpkVuJjy/sjdLgmy+Y8N1qANWOuhscd301pBTQ4CO7LADwQM2APZEGXT7lQ2xy+srlYorThv+PGb5+FQ29EXKwt+d9p9IQQe9c4axkN2PfKnl683MyWXSpBctl7mqGseayLw3SY5i1p9nsaSfZeJlx9WQqetElv2obEXF75r5SEO++brTg5uRvriADtbv//7v35T13m53DNfI9e4KRsDMMi702kNAh0/D5QLNma0B0JGQmRejnQQIESMqUOJhwYGNYt8D7ald/TtWg+LquknwQxKvCgUUHXWtM2CHSv3QOECciCE437MKMdz1LVTKLRw/MYVazUXVdeAVyGzwUAsiFK0IjV5f/BlcK0apGMBxKOOIYFF640VwyqHIN6yyZnHQd4RsB77Wso4U8JhUWcaFuTcZYIMvRNqh/ZjE/ZrgxoDlkDI1MmX8hWTUMt8p1sZH8s0I4UT7a9Bng/cTsleMh0qZEh4LqJbUPmiAI+FzSQMdBDeE0TEh+tvPbJegDJrBUSLQwRGPnkqP4b4b8KPdRYEACY3OTRSupMZoKQxlOhn5S4HyUjlW2WNgvCxUGszgfQV8yGHWnUuCHIKZZE1ArQQRpTNa/UNTVQMHkCVk6c8JGJDZYYtcJkoPQ4EL074dAiHwYwEVtO4iy7y5Bp1o8zsyshR5vUcyiqzTzJsCIRlNiMhlOPAz8Gu5UvA/r6a6KrnLQdc9jlVymWN9I1NjjMGpimDWRr3Pc+nKC73e9KY3XbdlX7EZKemkJgLmVqr9OupnQQ7zdzoqmmd1FCycJv2fUZzsVNIR26vCPX4XYkarMsLMdUW2wg4oTbGY9FFyCpin/lWPqvDvAqn59Xm4fhlJT+XEFrwiwtoCYq8CBDGON0oSB3q4XpRtqnk26kXS0IGovgjnTl/WXQr7mCtWMTd9Gh/4xJMouz285o5ZkSCQ1v/KY1MiA4mf+rB4ZbgVF6+dq8ApO7jrrS9H/dWvR+/o/XjkE09IGoiUZaO6cByf8qqjeOOJaez89sPYPrs7ZAp6/+uPYOFNb0Bn/k6cu/hhdLdVdCDLLTfwaQ8s4YHFCvDUe3BxjY01VZRo3H+sDvvOV+PhtS7WnltGVwMWlK3UFhZxeqoE69JDWP/402kyDQ1TF47UMPOSU/jAWgvvfWRVpDmm/JKHY5TnPPU3uPD+Z4f8S+T75M3fdtDc6oq3xtD3zthSdsj7HVzKgT0sMh7iYg27Gxuj51DYU/KJfgdnmTmfq95WC9Woj4A+JhnfFNbO8nPY6r4S87VZ+CUX7nYPffpkxDGC3QAI2vBrlnh1iNEdmRNscDKRxLQALAsRJSMdjppZiDu7sCTpZUoMRAmSkaXRj2P02NBxS7Dq0xKNHFLX24/glDyR5rCRS/YGzUf5HRJ48EvKiFSFxmhe9NCxcVFwffHoUHTQwZ3VIUhCja7F48SRyUER2LE4ymXZCGnkqenHWbBDliTsDtXIloE31cpSkheyYASYGTQUZQRSBpKYdEMmim7Qa326Kenja7NNi/IY3ehPmSI5KYdsSq7lOwIgjJHODE9PUGgyw2OS+anMazoqOWPQoWWMadgo7xID7mTBE8pSeGwYa6xYL9mZlbnawHQ1S1cUDbqWuyjPvsxneXrxjapbSLryfK9btd1xrRJVskDJE9ZDzOoSRoUFAhxl2AUXXlKClahrQoQ+QquPXtJEmPTkodagpuev24Gfeu3wb87rhj5sOHASB8WkBEfz3/jMa12EKAVOOoUO+uihX9DL7tqorjVwZOEQzhw+JIM5fDRcF77touEVRRrjWQmqTgTfilHmMyUuVoyK3xdjTM8PVQIIyRxuMJB++Pp6zQu3bgGn1+8x8dfCWmCNS+AwoEb+8Bs6Wxab19KHoRL0R62fQIaYvWo5jkhRaMBKYKbIZy3F8ZVXSWKADHldvHKjVrnYcp0uEgIl6X5rs9VuVxmx6lSZggZCKNspkPnR18wPDnYRBGkG2lg1gsV4XLmvKkNO8fegF4dOjkkPg6UGMmKmoAmwrIyniVMIiKE79orhkaDPZza7xKAaCNgWIAAgjI8YIc3F+7yPx/BDAh0R3D7PBZUCY4fqvEhc7Sci30EGiMp4eKSVNR7VciORrJjbQ57VoT01yL5QiTZklagFihpCjolxGRutgcRlcE6qn/2AQZUmjqTRvFeWSnJQQEf6L/v1A9k3M6Nw9du3FxhygHSWrKeKpA2Jr9uNQx4MXnrQeW7XCyh15cXE6rgc2GFKQA49gqqujjYSr6JSHzjSzxF3W7uOUw4hN2Z2fhTlUZIRhNsHYRcI8MvpuV6i+y7fUyssuhZqsWqYcJ6y9imQ/qZXRswbGE0YSQd0inCLZdxx513oPPYUjmx30auSSlrAoaorniKx9k7wKi7qx2sSJ1o5dRKYO4rtrvJmkPU25uGUqmgcPo6756uYLdlYX9lCkPHnYBxp4/SSeF5c6kTotPqIMpGllYXjODVdQg09RCvnsKWTT1jzlFQcqSGszOH8yuaQjISGm8WKh5pvSbxqe3UgaSnZBRQbPpypWSw3e9jdHAYyeOOrFh2EyxvYXR5NgIlIYxUGxvhLjRzpnOxisF1svPjoMyUkV/SHIP2X7IudnKyDJQwHxq9mjoEpJpQwrQRFV0AKU9LmkB47OZWZGfLUfH4e9IT9QdDC4nfU66AQhSqdxOx7GKHTU1G7iVeEVaoK4EVWR2Qaj9oro+zZwh6xSamNqZ+1xEhM7aySUWXlS7bnpr4XpnNsSkxEBYwYc7yFCeAgIdBB/w7qjLPRpkJbZSMjRiz+HmrkKc55aAwdDgFE1ENYBy5HPweadfWbHbARxGhTG5mOY3OpeblPGaM42bHLsy2sFNgoXN4UNCezkXWOQzuyx9Y46suI7GRGxjimyrj9HN72vZkgaprx0hW28TMKN7Ucfh/XW5yaNxPcz/QvkvrLv/xL/Jf/8l/w5JNP4n/9r/+FI0eO4L/9t/8melrGpd6uFy4bpBNtIk5CxElfrlOO1YFdYKR7Oe2QxfwX99GLm4gIdDAKRJdjNWEVXPXAMODpFIoCdPCzYqEqIgNOQ+CDFRZCgToIpHSwLa97Ec1R1Q981ypjffUcNntncOb4MZQtH/2IQIeFflKQ9ge9yroxXyeoxgSeaVAZI4hsSecoBWFqrupwdD9j4slnyyRzSCfXpHIM4lRTnc04o8WRmE8NwhorkGyyisxvJB65a7Ykgimjk0LRVXIbMjbIziDQoaUoBDfSJBpXe294HESgDIc3zOvAbuL65GGp+6LjireHvOb2UeridAdJMyzKXHo0AlfXzEQMLQZNioSJLXmDR30fpSRFGCFMORNQgCCckrLE1uTOHyUv6h5gfD3UXYbeMo7oSgBHmB0h7Lgg54F8JfTvIGM2/e6N2WeS+R5zK4vHpbAMQA7198CHY8RolJ4rsu+aqZEDw7J3juwpNzDsHfbmGAAeytMj3bahTv2EwZExUcSTKg+WXOktzpgfX269l/ceuQJ2xxXMk2ce3ahKroDB8uJpdVz7ug103GSww1ypDNigcsALSAhMFGsKSRfBJuURHIpQIj3e5Hl/VICHupSxMynRVn5FASOens92ELsl6dCxlLbWFVaHAUnMcsj6KFgOClFF1ktwhfPR8PRl99yBou9hc31NOqgLJQt28xLCfgC3UkL16ALqp5ZQPjQD+77XY8udxhNrbfR6ocgcZs/ch9pUCXecmMKDS1UUVx/H9rOb4pXBONLDRRt3Hq1h+o1vwu70Hfjo2W3srq0jJDPFspWvxz3Hcf9CBXjsL7H81x+TiFYDkNxxuIrF19yJxze7+PPH1lI2h+zz9CHMLVRQbC5j++GHsfLRgcSk6ijZinP0DD7wkU2sPvno0HfGJA4eK8pWnsgZZrLCdiB3cSN7GDlHBIAa/xlNZvk95yUv8lnZl2QUq3NJPDnyRSCA50mXhqb5bep2xJRTzrOMLEgN3tCRvSggQCeM0A9oEqrAHdexRJpiBW0Em1toXWqJPwjBi2BrB27Qlj4x5S3dXojObgDybQgQzZUqqE0twG8U4W50gVaAsNtH3N5F2bNwqOZjZrqIC9OL4n9iC5tEgXNevSIAGc+DbhRjxrPFnwaOBztUfh5Mv5HjabvCUhH5DM/ZDNDDdomYr1Ly5RTRDelhwri+MMNa0O2Ffg9REInUiowUAWukgcYoOwKHw1bkpFmTXcLGJX1VRIMumvQBoMMmFmNoCdpYbBiSzaLNSMXITKQZRhIynv6p5DLGPyTrW2Eew6OOqcGnZpEYI9B0eVmZTTrTQGYjYIjQ1bVVfq7U9uo4WQ2ImJSadDuzDTANppg0mzzQo0bQtCTIpDGojVF+NymANGCpqL6Duj7e+OCVW5PR8Zu/+Zv4R//oH+HLvuzL8KEPfQg9juhq+cj3fd/3iQno7Xo+1f6YHKZawYoCOgS8oATWg2U5cK2SPJsiSNyPOojiAFHcTUHjQsEAuc4Iq4vvWRaZfGTslaS9QdCDz8pJTDFJyO0IohaiuIdeuCvrSGjsoJe/ETyDpzszuPeuezFbOIpiv4jpoCKDQr5jybWebaEa07ssaJaHK/4eZWF40DCVPiGK7SFpHY42r8zEkspIv8SymsQQbfporlcmqlQn6YqJpTEW1ZYfZGOoBBgtj8mzAQZZ6CkQUpCUFG2gWi8ptkatqmQolHyWywrM4N83qwzgwfaGeY/XAslob0nkrvh8CCvTElmLgAWZ9hATVySqlkCExIHy+McCiNDhi2wMSVlJgFISiSRFmJbakJRpLGKNIvMbXEGGKwYqIzI7ErJFKI3ifUTd94KQIF4CL3RknTQtdV3l40HZk4prVefBSFpM/jzIVRopmzUZzYE4ct5oxqg6BRTglc6XuXdm5x1nWppfx3BgTJb5MWB4JGOYHyPbeZkaAej2mPWKJSiX2Z5rwvi4InuuDPh5A+s2o+Pa1W2g4xpWalx0ALDDlDAyzFsGWiZYYQR9GrAwVzIyMWRVRKRzyQY0LJWBEz2f/E3Dx0hNawzEhrTwZtvYDCGLJLNTBkRhw+Ke0ydw3rOwu7kBq7eLQr+rRoMqRUVXr9dgzx1GWJnFzm4fO1qu4fk2nKqH+fmK+INU4jbCS+cQtAK5QZFVcbTsigkpmSCb3RBnNzvoa++JYm0G5Zk5HF2ootjfRbj8LJoXdtPNrNM3Yq6M4qF5XNjtYXV9WEJCJskMQYP2FtrLG1jJsEjE54vRdX4FW7s7I6agMo1VQNjpSaTsyPdpJA9XUOzME8CKw1Gwwis6Ii1JMv4bw/vkiZQppGt6rtjJVsa2SkLCTvwgIYTnkieRr2TbRL2O+G8k+rz0LMpUWgh2W+ju9ASIqrOT3+khCXqIiwQ6EklC6dHvw7aw2w3FxLTileAIi0SdXAQ6wlZXDFGrno1G2RVz14iSBX17Fjd/rwi37KBiq7hXAh4EE1JGAl9yJIvHrFSFr2NpKdVS+6WK6S++aJt5bBwEcQ8RR6GSKE0Jkd+AlstwdEpJVzRjIwff03xTJbWoz/ixkmZoFlTud8x2rvLVGCSLyHTjfDo0eDDE4sjIQfKggwFIspVf6uXACrVpeU8QvU4yUjLbaUAZ1kSrjNRUNN8QUn+nZq0ZWc2g4ZjdV7M4wy7LgDKZmqDOua51q3p0fM/3fA9+9md/ViJkf+3Xfi19/w1veIN8drtuUh0gQlYmnzCia0AFPqvitVA1Ca1k0Abg9Y/TKPYH7xNM12KkLGWzFhINdGS3g0BJgcAI2x70+bCcIfYHmSJyXSXgEZMp0tPL5jp6SLhNBQe9voXN3R4eeqSHl9/joe/UYcc2iomLvpbXsPPLvSTQQdCDXV8CHSRYijEqfRsYjSteH/S9UnGkHKxRl1/F+DCAh0q70J1GXjMdFZ8rx1LLX7LpKSI7UaNO6npuG6AjI4FIWQD6haEDSmSujsmtVkSqklQrSFxPyVYIfDwfi/dmFtukFg05Mqk2psbc89SxVe0Mwl3SvOVxp8RXd/4ZI0tNCCUDSvKhgI4oEz1rPDnGNbvEVkUbmyoJuS3nG4vLIdDBz/i9M6aezwUTi6tTTsQEVs5jDRhkbquj7Ab9QX5bsrtvmEOmWW58NgQBUdIe039IU1pyv9shECSVVmgmh94uY2I7OPYDrwnlR55hVGT3Yz+gxxBIssd0V+mlcTkAZtK69wPcjJPx7A2g3PBRFb3eWy915XrWbaDjJpUBO4yEJe2E6BKAgyPH8pdxUsoYHiYcqRho1gspu0RNQ1ZGuhzKYIyuUIMkchnVP2IZ7dUxnGq71DwGKFGj2wCFMARI7j59AhfPWdh5dk2kDOxUWuWadFbt2UXYc0ewHcTY7oZoCn3UgscY0bovcabH6yVYzTX0t1YQ9WgqphgZlJ3Uji8gqi7g4nIb5zfbiAM1iujXZ1GbLuLkXBn27iVsnVvF7sUBADDt2RJlSjPViztdMePMFuU3c1Uf0cazaK3sDvlliFN80VfsiPZGmraSfhf6isNkEI7854uMCekMjUu7oCnaHvA3mTCSQJczImWJ1KboIN7YnTxvwUakvViG1ut6KLsOCkEPQRCliS38/ggocF+5LwQo6CtiliHfs1NAsrWL3nYL670o9U8h0EHTMibBUBZDbxCaqHK/twNSj9lK8RVAIaM4BEdC9Fsd1BCh7juYol+Ix8avL6eyACYE60oVeLUi6i7j5WIZqZPIVvHhoKzFFlNY2yvD9kqoeLYAHUZyY44xKc0liXr1QX6FMDAyshzpvGvDS6bIxCEbxFpDm6soJ+cx0hVjhJoFCk2lbA2dLEJQZAjkyLA5suDByFmlAYA0+WVotNQsK2P4aY0HDmS+dH0ZMDUzn5puEBWbB2VS2OWAxqh7Jb1Q07+XfMX0A4ZVPTStvRk80luT0fHoo4/i7/ydvzPyPj0ytra2bso23cq1p/HyFZQCFQguqPsdL/M0BI0KBCLClOVFoMKAEArkUCxTEfwx2aLAe9ewbC5JyPZwZD4DnNgFtgXorqCmJZtDQBAuV5Zllsn1cboIYdSWv7ebMR5+4mHce+e9cO0iwoRSFg9WwUeoo677vJ/I5UGxydiZZeoLzU552eBrgiLi48D3BPDgXYL7qEf4dXssO8ovXmr8QHZE+3kYJoeAGhrcoDk3r8H82wAdYy9xnFdJQgTMIJuDbIlKWbE4iiUtXXkem+2aJKqUYjAmtSbXUzNsPAUsKOPQYS+EQSdZfBH0+S6MjogMjwIC21LMEDCeluCHMYxUg3R56Yeajq81AMcBG95HCHSQVSIsTLZ5DdChgRhuo7B5B8yIQcyrYVOMvxflmUCDD9RGmXsa16sOmU5vScN49jYtzYIc5nloWzKAR9bfYyT7dZ8yknRf99npv1bgwJUwQ8Ydr2wbYk9QY8KxvilmpLcZGjcX6Hj7298usW/jGkC3au1HvjJOMZcFOwzYINNKqoOrGhMZCqmwOvi3dgISQCK96GauDJKgoXWIMj1vCBqh1mwOdkL4nhqYUB0grSJQrA7Op5fBC7KwA3gzp39HHOL04gyWW9O4dL4JqzEHq07DVA/JFNkc01jdDiVOlYyBubovnZSXH5/GHTMlHK8XET70MHafuSDLZ2d+qujgyOvOYOpVr8ITW3186Pw2nju/gyjoiL/G9NEjuOfUDF59dArBR/8Ylz78LJ5cG3TwFxfKmLrrGAqH78YH/2wdG+eeHTr+jdkSzsxX0PnoY1j7xDo2M3IHAi3CjnBL6OwOgxxyDPcJlRLUyBc9KYy0gWBOXoLizc2gyaGnMZ2+k0s1TBVtRKvqOOWL8bvr3RgBo31zVT18h3igRM8+jfPGCJYeJ3YB5bkyouo8njvXxGPLu2itnZNkG3Yii64jzIto7QJ2nlnHk61AQJLdMMYDu20BOtr9GCvbXTFfbV54Av36LJ5aOYQ7ZipYnKkrSQ2lIK0+mhebKE6voNFcxVxpAcdm6JWiGnBkSLR7obB+CFBVDs/hSOU5tINQImxtMRS1UHZsTFVcrFeK6EzNS0zwdMWX7WTcLTvg1G4LWOZY8GoerGpDEmYkKlezPmzG6Dq+mKhKylyvI6BNNrbXlGF3SBwtWR/SMNagl7jb6YZTrjPM3xB/K0wLEY8OM/LFEu8QAjjKqFOkHe6wHISSF/rjkFWVP59sYbtoNhb127qMPETmc9R8qVxmaBr13rAERXmjqPcIAo1jkahtTRv4gx3KsL+0vEV/LPufAriZ7WCfQK9LaO862UctYnBsZLtSP5EBi824zT+/gY4XRxNlcXERTzzxxEh827vf/W6cPn36hm7L7XbHpLKuDBxhm0CYHIqxxhH0pMAH5Qm8jvG6Nay9UGCH+i3IGLKwLpR5en5dBEsIdBAA4TxsT4RaHpP1EjKsjpgSXXUVgWVlWQwc2Q8QRjHWt8/ho4+0cM+Zl6JabMArlBGGU3BB5p4Hj1JCSh/F1B3o2sos2pgiq2tnjG5si1SiRDlLgf5RCfyY3lMJvEgBHkbWwP02UZ6itNMxrwVfX5t4HaOvhmtSUeijURgYhwoCnfbwNcXNHjIWFZkK01OKJZWWQkPQg6ZtmeSUoK+8MyRzXl+3soC9SQcTJgXZGDpm13h9mHaI6R1mr3uZ5RV6NB6lAWkHCGhu3gc4EMJn0Y4MmCsFN4HjUxqkgGpGA485HXNvZF7zVJNAlwKi0EYkMhgLQZ9MjQL6oSUxtfy8L+AH27Y0PVXAhwAlYoJKMF9ybNHVX4ldUIAGp+T3T8BDcCi+T/CDcha9GZxWSW4GgIg8zBiklrkUBMjR/lEGrE8HJ4b3WTE8DOvCyGDUIKR8bdrDwzA2uN9q2mEz14GUJRl91oc767E6ON6FfaeP5Ne137ratJbL3Xova+exb9PU0f3i8VZmpDd2AEPAlQN7dNwc9smLEuigPvfNb34zTpw4ga/4iq+QBggNym7XcLGhnk9eGWcyZMCObLqAgXLlRpShTQs7I1cj+ArBELMM83dOUzMgggxGpYWqmdkulQhj/uA26OnYICHYkUQ4snRIRuifeTpB0A+RWC6SYhUBbPFGCCJqYguolzxUfFtibRljW7FCxM1t9BlXxo5p1YM/5aN6dF7YICvtHi5ud9DVSSM0ryzXfByZLqFRtNFZ3UB3oyOdb1Ocvzg7LX4XreYywtbAbJTllQimuOhu7GB7TPoJ2QOK+TL5ssnOJamx/ZzpqO3b8t2wA5cv11OmmbKN46icxYqiT2blQroW6kWUnQLCVmv89kwvSLTuOEZHdaqMqh0j3ljGViZGl5IQmsZ2ogI2O30Bdkx8Lzvz0lG3bPR3dtHd6qYgAOUrki5DeW4YiT9H0Gqiu6vSYjZagbA8YrukDMX6Mbp0YN/pobfdhdVrwy8p+Qq9OQoW2RQx2v1IHoxO9htV+HUPyVYiyT3CINAJKARgXF/5dFD6QkNd8aThuanBAx5f7h8ZKwQYVIxh5rynLIIGqOzYJ2Y0MXdMNY0gNr85mU5Nm6+8YSYBEZFcaHbUuJIOPrfXxNcaoDI7TaYjkF9HFocw/hWDdWakOVlwQXt0yHSye+OuI/xO1LyK8KWGNo0hqZoms0y9zqHjNlhhyv7YM1rWyF7GSW1GptdSmKuN272SukUZHV/1VV+Fr//6r8c73/lOOf4XLlzAe9/7Xvzrf/2v8R3f8R03dFtutzuuIciRVv66xvOcYIarGB38let2xLjrn4AdujOn/s6sW9JYyQrRzBGh6/O6y7aNYouky8kaRSs3SJHFqB5aNvUqwG5rBw994mGcPHYSh+YW0bV8RIkHhyP+li2DNzZZjhyt1rJIkUZSXlsgs0MLZ8SgOZFnyhqsWAEy7Mwa4EZd9/V2ZQ919ppsJCzyOtUGZnqUGkjgdAJu6Jhbghu2jUQSVIh602xes0AETMh4F+35FepklKAnRqECOhAVCGMVDyvLGtOmsdW1XvwhCLIIg1izTDI7LINuWdaG6EIUoCLL73YBSV7pK5CD7cCscToXTfaEnwgrxhIKRvZYZo5j9vDmdl02gbsaMCmNgEcBLoGOmKt2BOSgLCUIbekg9iIbkWb1ZFkfaXStZk+EqReWYgNxKkqcQo0K8JwR+ZKwPgjUKa8uA3ooHCuBJVIutUwxVed8smhlKDIWyMkwPJScJdNMT5kj/JWpczmVp+Q6wFlj0tHPcqyNvMTlcpU5B6/ktjauNZ1dzn7v5skNY5GMHtuDAg7Xql4cwyUvUKDjt3/7t7G6uirO67/8y7+Md7zjHdIA4WjLW9/61lsr2978YuVmoCmOE3w68iTuLIksC4ikBqXUuMobcuk9GByabURoxkh2O6QTJNs5oOFx1EN1crThn6DKo7TE1ByVQIzjozyzgLsbs7i4uo6VrV10rSJaQSxyAHZECS7Uiq7IFk5PFzFXtGBvnkV7fRNxEKAyV5aOaXlxGt49r0R/7jQe+/Ayljfa6HUC6dT6tVmcPlLHvQtVLPjAhacvYmu1je0MK2P61CycI2ewBQ9NJsPkWA7H5qtYqnpoXVjDsjYwNaVGq9VIh0St5oodRaLuXr2KQ76DZjhsSFqcrspIjCSocKQ8k7BSqnnis8HjOevZaaQti8uypxZE8kHfiaGv0HYlmcbrbGFrfZSx8ZrpEpJDZ/DUSgdBexjUmT79AO67aw72xU9g+W8/McQimfYsAZRW2yE+9Owm1s6vDyWocESs5BbkOK2fH0hmCHhEbMgUCtho94XN0Vp9VvaVniZbu10lg0kShL0+uts9rDKtJYjgPLONaO08KnOn5Hww6Sq9bh9ruz2stfuID8/CXVgUnxXx5NBJMfQOqZdtLNR8nKv5aE/NwCu6koKjUoYSYZAwirbuBiJ98Wo+Cr4y3+X3xk617VL2UoLj2nI+SmMtJHV78ONImRIWJS9078+CgxkvCn04VVqLehbD1yQSUIYmpjxn+B2a2EVhhxBMoATHVQZ6Kh0mDx5oE1Pxy8h4ZvA1wR1tgEqflSxgwWMh7AiHlHEtrZGGt5pO5qNhv3k/AxyodSpwKGtkKvugmSEyn6Alg2uRsv/RqTg5Bolsk/HakAvKgEFiRjdTYCbbyNXbqphnyrMjPT43KV72VvXo+NZv/VbEcYxP//RPR7vdFjaF7/v45m/+ZvzTf/pPb+i23G535Ova/RDE0lF+n5qpkVCKwq4d5avq2qfACDM0zJ6ZZF1MBEE0G1/AjljsJvkbGjYrNZUXDgogkma0KpaHkc+EUQfMJ3v8mYdxaeMi7jh+F6qlBvpJHV7kw4Or2B0WR/eZvkIAnD4eymeL186A0hWC/lSMyDVReTZwFF88IuwEdqRH9OntwRF8ExMa6pQnXpdEFsnN5MAPP2UKiabnSqKGPczmMEAC3ye4IMxAfc0kC0Ob/aI9OnAhZZgZQm9IUGDSCbeFAAeBhlA/82+CDfxbgBBjgpr7nkycuGGeSDytZnloz6ahK7pIVTTtoNdXz8Ig0ZSLfmZdNGRl6o4MViSwqjqF5XKj+5PcpiUKHnBkvxS7JGaELVdJw/NQgR/9ni3xtb3AEVCLMba9WL2n2B6qM9vX5qbSlB0IRgbhOQQvtKTFWK2IvEXADRqaarmLGNwmcu4Y4CMWPzDKX4ZZHoPdG8hhsjVpjC0FQnJgRx70yM4/3GEfxNGq9WbbNXl5UW4joueXd8VB6sDMk7GMDpW6ciOjZWVbRpVfl5/nNjJybT065ufn8U3f9E3y+OAHP4j/+l//q7izV6tVvO1tb8PXfu3X4s4778StVnmwYy9Wxzh2xwjYYfw2cncH48MxsqwxNwiFSJoLqxrFSLcoM5o8YmiaLsDc3LKgxwDg4ZWdcoAjJ+qYO2bh0fNr2Fldk31negeLDQwCHZQgWEEThaCtRoIcR0bwvXoJ5YUpJOUpkMQhHWbNmuAIvlepSmLHdMlFoddUBpfao4T7Nk2mxXRN5Aq9kJGhow0vGpGyc7kbRCmr0hQbQ+ZY2JkoVlNGQuCUfEyP+ZxeGZQLsYPL7e23t9PPSkUXRbJF4kjYGdki8GGVyrIP9J7IVmX+KGbYEgu2EY1hoMwcrqLv17DRWR/xFKnNzeL0QhXhhYewc3awLSyP3hb1MtZaAVa3u+hsDCJ4hWKsY4r7rS52MkyQwcFw0Q6UP0eQYc3w+zIpL/QyoTcHI3F5tILdAHG3hUIYpOk+PIXCIEanG2K320fiVmGVKnBLDgLSgAnQCSUjkONXppkt2SCUnWjfE1mS6KdtYdWoyEHF2jAda5mEEhLKOujx4dgCRpDRQdaG8stQzWrG5pLZw0a/tGFzv92UsKN4tJhU+d+RmJim9GdriHGR9b0wrGJjDDrkiSGAQGGiAaqKqtXpKZwuE3Ur265/+8rXZxggUbRbTq9G+bKlDElN0suEhoOsNxf1KyOmg3SWoWWm/iXDRqxqfTkmSGZeaUTmGl4HSby64sr5vFx++hcH0MHv9D/8h/8gwAYlLM1mE/fdd5/EzTJednl5cO24EXW73TGOwnnlNQpQDCzJjXeYkZ4MejxxBhwZP6qTAiBpF1IzIzS7g+sxHiDjt0OBG2oZg88E7GAkbWzSf9bxsU98HAszCzh1+A6U3ArCxEOBI/4J478LiOjpoNtTLm8n6qYhAEdBfB8Uy8PW7A56OIiUhiSLULM85MKvOtoy0i4EDTE0AXRUKXSCSBIqWUiBPWpbHzNpPxHkCAdN7ohtAg2a5GNoCU6kCS2GkZH7m5+TUaFTwhTIoMENPiSCRH0uMfQGlMl/X+I1YhK7yDQh0JExGy1M6H3JPZAjIARbzKlhjDs1XYGmbmlkvDLhOCiLIF2u4AgJkr5eL/fJpTyH34cCoOy+Mg+ltIUd9oisDt5rOKZBU9GQXjGK4UFWBgcRyVtSHVm9s5rpodoXvF9qsEL9EgTUIPgVCegRg8ORBIMTkWpquavgYCrS3rA8ZNBADgv7CINDr56HvUrUiwmM0BzIYWJrs1/r2A6yDvoZlrmMSl7yf7/QwI1xtd/tHmtsK4a2N36/lWju4PMcpE6ePIlnnx2W+LN4H/2pn/qpkfd/6Zd+SdiU2eLAR5esrhezGenFixfxR3/0R/KwbRuf/dmfjY997GPSGPrBH/xBfOM3fiNuiTLpJlc6+6REFiNhuYpl50skKplfdDpgrC/Ihs2RAhoZkGMIcDEpMDKzIykeru3i+IkKphaW4J67hAsrK3A6XemoNooOSryhtnpIGEXGzp7nwp+hZKGC4swUkmIN7TBSYAVHAQgcVKfE02G+6qPI+fsdkTzwiBgZyZRrozhTF48NmltKeojtItIGn265gamKJ+aV0ZjOu8NoX45kJDFcn51id8gclJ1jSZSpFFGteMDW8A/bn2KcryfJIE6xMgR0zFTpCVFAoRuNSFdmfZqCknlA+Utp6LPK3BE0fAdWp6OYFJk6VfYwfWoKO70YqznT1dLMYdRnSjgxVULnsXPYfi4HdFQ9eI0q1juBGLbmE2bY8eWIemu3I3KVoRJQwRHflX4vHDpG/E5kEjEtDdAKIzQ1k4Svk14XVtyHVfDkTkz2CL/jfhDJ8sgOEjNbV4ENapmkwfYFiCp5NooCdNipRMhItBxfsWmY7ELAw7BB1MfKg8J2i7DJsBA5daajrz0vhLFAAIUpNxpAk8aQllko89GClssMElhMqcZkhoI9LopO/DDILiF9ergM80EYDAJSmHSYzL5o3wtJNuRrARM0MCCoggZIcqBlNrI1XVqGmaH+1r4ZWkau9kGDJiaVSct6BlTZAWgyToIz6VgoXNFIZdQ6s/OlMpsxy9rL2Pe6VdYKf7/Tv4CLMbLf+Z3fKfd1w+D4vM/7PAEWPv/zP1/u9Tfz3n673XHtjUtVt26oJZIBOzAMSBxQxkXgICvHM8ve33YN+4Son6JKaqGnSCFqYnm9j+2tNqZrMzg0s4DF+iLixIcdWQK+R/oaRRNK0+9WpqUK6OA03E1Py3BoQk2Wh+AYhtkRWbAp36Q/BTu7uoPNB+UY7OgWKBfRPkZJQHaHrQAPggf6nibgBy/WBCWMC70pvidsDPbMddtLfDE00GqOmdxXNXBhgA5hVRBoUawKyiiFxmLYhibaVObJHWRt+8btUkaqhuG6B4MuuwwzjQHnhR6sgJM9m65mGZOGrs15ZpAIPnPZKiYNlqUHHAqxfAdxn8ybGHZIAICDZUxVUdSiMFbHnwwPSXCRxBMTJDIMMphV8Z6mZE/q1xHzb6bDMLWFr+WgRYgLApNphofyxKCUxU6UJ4hKRdFeICIx1XIvAy4MgUlmW8YnymQrC5CMxRxzHXQz2DL4XD2pJs1gOWb91+oWt980yuz6r2Xtte7LsSZumu/FFQQ5HrTV8f73v18SCU099NBD+IzP+Ax84Rd+4cR56vW6mJSbmiTRfsEDHf1+H7/zO78jjZ4//MM/xP33349v+IZvwJd+6ZfKQWC9613vwld+5VfeWg0ODXZcCasjXwJ2yFVYUb6zwES6un2cYHnJSnpP1S9Sfw6DYHN14r8xDHIMSVhkhoyOUwAPV/xEeMHnVb7ouTh9/DBOHD2MbqeDfnsX/U4TbnsdSdiVxkJxugHH99RofGMazvxRdN0q2s1QsUHKLpLpovyQpmZKODZVQoMMiGZbRvZrNR/HIzVCTSNS/+gxxJUZdFqJeDkUp+bRWnlWYmUbJ+7DUs0XSQY7wmRSrGckJNWlKpxyUfZveqaEqRP3YfOpjww+nyoKO8WdX8DsXTO4Z7uHR5oKYLiPy+W6/Sp8slbmDgt4QBCgungKdy9WUfNsJDttlOo+DrX62OpHOFPxMHfPLJJSA0EvQanqo7JwAt2tVUyfehkWT05jruwgOn8JYasjIEkvTmS+lz2wgKVPfgXev9HBQ+eGgYyFO+/FG+9bwEvmy7j43sfwoTUSfQdVXazCXTqJj1/Yxfr5lSE2CDudZQIKjoXVtfZQMg2LsbGFYhmXdrrobq8Nn2wEC2iWGYdor3VEHsTtZa31SGvtKYAgSRD0QvSaarvbFVeWR1+XUqmiom+jWBopjKWll0vJsdDwHEyVPayQ7SGjdImAXEnFh1srw695qDi2MEL4HZvzm/tCqYtbrouprUdAhI0lfS67jo0S4/EcW0Agpu+I/CYLcojBpw3ftQXoIPgiwEaaxKJHxCZ0xFV0rZqWQBGBGGER5X6EAkTwGDpF3WjUjRCyLTRThdRrPqRBmlmnJKrwd+gWtVdqRjJSGMynAJ1Bp4MRiyJdsV0ltRmKl1WGewYIEqbMUBSuWqe6FAwzTSwzH4/NSISuMURV0hxzs5TrpnRGrKF1GqBXsVEGngA3jNVxi3l00H+DrA1KQ97znvdIw4cjOX/913+NH/mRH5G/CTDcyLrd7rheIIcepOF9Pk1jMAM3+wAksl5emfdGe8iK1THw/jDAyTCQsVep6QlymNUoQ1UxOo06aG2u4OLW0yi705iqTuNI/RimqnVU3BJKfReupaQsJV5jLaDiDq6JZV5brQTlUHl5kPFRDJgIl6DYU0al7Mi6TGmR5wg2X1sxXFeDHy6vTQQ7Ehn04KXXLpHZQEPOgpiWimGpsCiy+y35qQqk6CtJhpJnqM67WKdkSB5jQYbBYR403SJtWGnGrYxXhfydT+dSiSK2zbj4QaRuaqSZsg3Va4mP5/2hqMCRAu/LJcbk0lTVHaTK0IskI4VR258FcbTvh3lP9kHvoDBb9AbqQZNCBuAplCLxA7F9DrrEsDhA1iXAk8Du8LMIVFp7nQhxZMHvumJcSgmLU3AE8OjS3JTJLGR3GPPSlPyiAA5hQ3AawUbUYAclLAJzSHoLJL2FDA95LYktKrFHgfoZGYy+f5lkl/TY78OvIpW7Z9gX48xC1Rvq7ywbwXjP5ItHNptXI4ase9R+GQ6XW052WfuZdmxdbr4J27rffVARx/o3cwOzVxQmeUDpzRUwJLP1Az/wAzhz5gze9KY3YVKxrUaT8hdaHRjoWFpaEqrWl3zJl+B973sfXv7yl49M86mf+qmYmprCi7rGZhHtDXYYjd2ei834dqQKyatsyGfXr/7Wi818PuLLMWkfsyVGp4M7oKzDRNGyQ8jGQq2M0nRV2BeVYBP9zUtor5ax1d9Fc3sT3diCVZ+GVZ0S9iWXQePSWskV6YLv2VhqlET6wk4Z7/hkVpRmSpjrRdKpZefdrk4htj0xFmNnlr4eYbcpz5V6GVXPgRWH8Co+Zj3V8TNGm8WpIgqMdCNQ0CjiwvQ0NvUuetVpSfzw2CkrllGeq2Kx4QsIQCbJ4mxJJDOR5aLkOfDLFRQb8wJ0kJUxXXRl35OAfiMOGq4t656vuOJHwY5p0ImEVcLOOKsyVcXSTBkejeE6LZHimMSWozUP9ROzcBaPY4UGoM1hv5Bqo4ilehFVK8KTy82RlBdKhXi8V57porcz8OeQ84DSD26HTVZGOJJGYjH6zvbQCdoIe8MACpkHBBUKUYCgFagkGV1G0sIeeMg0ll6EkPKlOEYYzKLb1w1qyxZmiIzEcJpuT5JRyDKRxJFU9kKQI0YQR4gtD3aRDwISGXkF4wILpCgrqQsTV2yXnXnun2EhWEryQjd40lLJBvHcAVs4ZTWoNBLKbowBqoAxmSQjfQAngprZ9w3jwqwjEXBR/d5VQ9KkkmTMN7UkRYAKzejgNGaURgADghVWb8SM1MhPhiKsM0NtSkqi4l6VZ8dgu5XcTbMwcma7anRKdXhHJC96H4ckL9l1ajNStYxhcMXUqESnIMa9N7puNY+O3/iN38Cv/Mqv4HM/93NllIegQhiG+MhHPnLTRnButzuuR8UHn8aYNF+RZp33InG6SL0/xm1DVsqS7VwM2B3GKFoBJwZ0ZoRtXAhBh4tgu43dnTbcQhElq4LZ4gwa5SpqlRJmqmVpV1CyYlJZSH7g655twxPPBaDE6z1BD1ultHDc3qV/hyS1qLQW5n54jurkOgIOqBF8vmanVtJG+JqKkCK9G0w8bbqDygCd95xAfFoR9gj2q8SHKCSDTiVw5Duz+cSPwfHTnVxDiMgldSiCyDAlX6WNDBJF6D3BaNVsigiBHHmPrIVSImkq4hlrrtkmuo8gBx9kyTI+V97LdDWMFMd4iGRBD7VjGXqFZrNkQZLUvoWMCS7JRoHHiV4pXIRNVxgeS/qYqHOW0hbus4D6oUpoIc4Q2yqhxdafiaxFS1iyZ58sNmV76M65TnORY2epEAC+NPCdgBvCCRiAHpa0ww3ooZfD45kFPHLPw7+N/V9/zXZmY3rHLUcxTgaMTB6Pg1bWc9DUQZaTn3Y4KHivFU8GSiaBGQdhaagBKtU+vJFlALeDzkSGxs7OsGef7/vy2KuCIMB//+//XWShe93jKV+lITjvxa94xSvwfd/3fXjJS16CFx3Q8WM/9mMyolMsFidOw8bG008/jRd7ZRu0qbwkB3aY2g/YIcmV5hqb6RzlTf723KYsZT1zvxg30pwqZPTNZIjJkd2/CQ5SJuqWz0avq9IgCyhp+YBITDiqzo5Zv4BipYaSewyzjarSefplBJaPjl3BJVTgNwO8wq7jZLuLTi8UFsZs0cXR+TIahQCo1LBw70n41RLam7vim1FZnEFhZgmh5cCx+ji6VJNOWXdhGsWSi8VDFcyVXdnH2vFDOPKKDkpPbKK53UOl6uHQ/SdQOnQUsePhpUt1WW+h8KnyY/ZLLu5ZqisTzekFTN15VKQkpSc3BTQg6GAdOiEJMPQBWZ0poWDdKbGy04cqODNbQTnpIunsolj3sVTtwi46mLljGjP3nEDPLqIdtFGseKjNzSEKZ3D0RAMvP9qA1VpDuLspIxOHSw4Ow8GRTzqKudc8gOTYS/Dx965hZ2MAONDn465jDdw9W4az8QzOLo+mtXD/k8YS1lbPor12bugzv+xhjlKbuI/O+jCQwSpO15AU6+i0dtDPGaDW6h7myh4K7VW0LrWHABbpwJdriN0yNrq7aDPRZfOSsAh6ncPoaHZNEvTQ3QnQ3eiiz2SXjRb629sCRAijhh17SkbiCButPnZ6ETr9BH69Aq/qy3E1CAIBEkpZqgQyyp4AUAQHHC5HGmQOCn4RbsVFY7cn4BNNTAmimb60GHwSIGHyi2ejRDYIPTxCGrGxcatYDNKZZ8NuiJ49AElMCZZDOjPBFrq8a+aD+dTR20dQRtYvaSla70zAxuOIJFDk+2Q3aWaG8pNTrAz1UGCODMZp5gQb8UW9XmO4KuvQhqg0axUT1AyYQfYJZTbK0I+yngxzRTz1lJRJ/ta+euZaxeXYRmZDACzLYRZQxlFSIg12mPkEaJGIWS3lyciQbP393/C6xRgd586dwytf+Up5/dKXvlQaSWRJ3Eya6u12x/WRrAxmHLDcxrI3r2pbjAxGmYrKs8nM3KPyI6jm7yFPD/FU4HWBgL+6zvTjDqyCi569I89Owcd6VIbdcuCsFVFMqvAtH3WngbLnw3dcVF0Xvquu7y7jaR1LpLYq8ctW9w3XQtFT11UyPsSEkq/ZsdYJHaIAIWAgIEgijJDUxFJ64XqzyfLThAW2HfkwkajkvPC19P/TtJBBB9r4PgjLRHfyKKcwQLbpJGY7f9lOrxqdNlYfwx1ehVXo5Qngo9krZLa4IRxG8rqxDMLYPmN2dftRrdDcjBTIIYBH5jndeTOSoEERthUKRHY0+s+dMgAIgQ2R3oy5pgpQQMazOjcKHOgQ830CMDQqJdCRwHKZAkeWTR9RQNNSJq9R1mKhF5INxONtSVILWR5ibxIr4MJ8D+bYqfNayYBUC4d3Ln6X/FRJVWwNLJnjnzc2NRG2Eo5r2B055gd3KhvXPg70GJxLg+8wtVDJft+Z6dLBlZxZ6ZXUOHBtr+08SO1XomrWtxdD42q8RQwguFca4/PJo4NylEajMfT+O97xDpGiXs7se2trC1/+5V8+cZq7775bEtg48MEUtB/+4R/G61//enz84x/H0aNH8aICOmj+dbtGi6DApPjXEf+nA9KMUsBjn3KVPNgxeZvTIeURkGNiYz0TOzauBsz3gTxGBjD0cgUccTwUSnVZZyxJGGVUizX0khKscoQ7nIqYhtKrg3Gk7EDfPVdCHV048z6CznkExw8J0BGRGjk1hcKJU2iW59Hzejh1NIBV3MXmbg/TVQ8n5yqYnZ7CTLmA2TPHMMsbGTvtOwGqs2Wcft0D8F/yAKJjL8PqfAR3aR3dyjn0O5SM9LFQK8HnTdQvwZ2ZRmVpV0b0KZlggkniVURSK7KPqic6zmLZwdHZMsrsHAZtxEEPTonmq74wSMrzdXjTU2hHCQLSHtm5Y3wqY3hrRUyXXRSCbcT0MyFTw7GE9VFZnIUzcwihV8NG6wICRrvpcis1zNU8kXrEu1ujHhsEK2ZqSPyKyEfy5RUdlJkQE3YRjvEyIQhABkrYDxFn/DlYlJVwvVa3I54cQ/OxY+uV0IuBJs1gO015EJhJmH5iPCb6PfSbAdoBZS9A0AwEVDIDRSITof44TtDRsbT9OEHJKypZjT7ZxRCsH4jTvwAkjPj1NChgWCGSgOKK1IVUZt5WKJPIdvQtIwdxQtXQJZiQO9fZkZf9k5QVbXx3mTI/nXz0qkkkSfXsWaYDGRdktdAnRAzxcmwHzbgwvhpDn+mIWNUoHv1MLV+loKiGWGYazSCR+TX9OBtnJ14b2mA1C8gar480WUZZ0A+vUyeuDHWg9bGUBv0g+3pke29o3WJAB0eFPI9OgqocxxHDz5tZt9sdN8lXbFKs7NWsOgN2jHfi2ZsmnjcvNcsxSS2Us5DpwSoUAkSFHqKE9xHeI5oICm04sY920IQT+HDgoBiX4PG54ElGjFOwFKBMAJyAro7mJu7q8z5ZdsQzyqP00SNArcARW6ZV10sBN+JY/BrIVAx7oSSSRcFAh8KOdOoTSlkjB1R8V0B3ek8NjDKzDFz1IIjCO4VIafg6A7YYwGNSsgenSju9mc9lflHbKMYKl+MzkUZAlSQTulPQ3h98rRgZyoBVszNoUsoSA1azA4ZtqYELnR4z+Nv4jWhjVWOuauQq2TLTmtemeC+KYiSSGGMkMGRrqHaDMZOlNohAh3iyWMq3gwfOJctUWBpqsXxNP47sCHs8piMtViDyx6BTbCxYjLyFbWAleVFghpJ6K0ZHnvmRBz0EzpsQSJMe0hTRuDzIcS367eMAhGHg7MqXPYm4OQKkXKdY2fR9AR1xw2vo+9zvPABe/epXi7QzW/5l2BysX/zFX8RnfdZn4fDhwxOned3rXicPUwQ57r33XpG5fvd3fzdetGakt2sC2LEPv46DyFgOAnhc7uIy5PeRNRm9EqOxVMQ5uAmYZBdTaceJXEzp/dgif6Bjttw8XMo3fPH5IKjPhgWNSzkiTcCgRhkLZSua5UqghMwKj3rbqSlJ6rCmF1BYOoJqeR6o9/HKpIql7a6YXDbKLo5OlXD3qWnMuyFw70vQK/tozjYQ7Lbh1cqwZxdRKCsUlKDKHfN1NO8+Ij4NtaKDVx2fwqIXonxuBxvVGZQXm9LRpK9HcXERiVcSSj0jT2ernhwDAg7HZ8qocPS82ZEOPYEOATnmmDIzDasxh16YSIwpO5GU3HD0+1DDxxTZCUEHMWPcCEKUXWEflOYasBqzAmIwsSRrCOrRdLXsSec+6bZGpCcst15D5JYk8SRfvo4BLvR30RuTXONWK4gdX6QlMVkNmSIwIwBLc2dItsIiBVgScaIE251+mtZiwBIBFPh3p41eU8le2lGMfidE1OsLmKD8xxKEgTIxZVJLN4zRZwPJ81NmASeMKYXp9yTlhSN0ZNcQSBpK7ODvkpGzviMAks9GiMhfHDVypgemLE5DtpOwJNQInxldEl8MDSDQwwO2M2JSKtG2Y36UKcOLnxk2lenc5yNVzbI4iqjlIMKE0GBHyqLQca2pTCVLosiCjvoDnh5kSQwAi+HbgZHsCAskb5xnphGQQ5m1Dr+vWBk8B/P7JJ0GE32rpW6jx0dTsoekLJpKcqNLGuTRAaZ/YQMdbKhzZMc0kOiq/s//+T9HpVIZmu63fuu3btIW3q4XYpkUCiUC0O/tAXaMm3+01O8ySSIlYeCyZLKBPDEuODJvKMlSLiIrhF1w0C90YDMCFS66Vhk2XBSTMhzYsGMHbkwIhCw44STK8giAFDp9+NsKBDFAiFyXddKUyDxSMGLgjzZguAyy77I+m/2YPiYRoqSLGLsCzpcbRdRnKwOgXiW3qiRYLQ9UsbnK9oOAh+I5aCZBRiUzcjz1s7lfGbYBtz0koJ4oRofcnbldNuNayfRgIpoGOugtQmIvjVoDclH0gnzFoJWiuSoHpOQzawBqZGUrfBifDpG0EOSgjkcDGlnEJ1uSKqOlMEM7oo6WiA442CTSWx0fq5Ny6Omh0lkKcCKeO4oZQIYH03c4mm8LIGfYNRrUyEhBBmkpqbOpMHLk3NP+KGoJ6rwgaCK/AUkhVi4MtvQXDEyn5FDqvqjS2hQBREF/A+BjcDvOAxzCQMh868MRtIbRk2GBXAPDzWybf7Cuq17siIRlHCBxJYDKfrdNsTmUUfP468/1qys5fPTOMp5V+61nn30W/+///b8D388Z6f7ggw9KItvzvW4DHc8TsGPSQOU47VtW7385lsc4YMNs59B749JVcikr8lbeiFQeA72NIOG8NaY0Sn2h57IocXFMj03d+MgQIPDBhxXFIjeYLbuY0vc8MinYkGBiigAdbgnO0kkBJ2TUnmklxRpCX404VhwL9y1UcaxRktH+smuh4buplMY9egZWpQ7vyDqSoIuCV4R7/C7ExZqAKLNlG65dRb3I0RSOlBQkwWS6aGOu/gAOz8/g4pOPYePSRZnXqs+g65YRhpFE4BKg6fUjHJ4q4WjdRyVuo9DZQRJ0UKRXSa2E2slFlE+ehn30TuwEEVq9UDTD7BDSm+TEVFmkNvHKGvotJSEhOEKQxFs6iqg6j2YvksQSMeFyfXjVKZRnF7FQ8VCyIsSdFsq5HuQ9VR/OkTPY6CkfjHydOlLDEoGanXVhmmTrKEeaFo5iOwQC5tdnOnN+fRZn5iuYLtkIV89hkyNWmVqo+8DsYay2Qjx+aRedjQvqu4/60rkmmGR3ttBfO4/l9Q6e6/Tlu7tzqycxt+xuBVGMJsGN3V0BSLZ3alhr9tAJqyqthZISGpR2GHsbiImpHbRQchtolB20fUdYLGxAMJkntlzY5SqKUz66U0VYrb40JiVeVujINGZ14BSrIunwPAdlgiKZ859yDjb+GBtMbw8CJ1ktp0hBHEcMT9kYNb9Udt5V/33YqFMAE/EjUY1ajg6q3xxbzpSRcDlklkQqISZDB+Z5JxG6rq9kI1lvD8Y4k22CWLZF5DOpkamSyIhMRTNazDWF0/EhpqAmtlentSi2C6fnKKmeL7NOzsdt9Snx4bmdicQ2EbpGZmM8gmSfyQrSchlKbP7/7b0HtCxXeSX8dXVON7737ntP7ykhCSGEEIgMHjOIJRhkEw0sj0HgAQG2yAxDGJJhQIAYC8wQxrMEmjUGg+WfDCYjDBbBQpbJIirr5XBjx6p/fd85p+pUdVV1VXV1vN/War17+1Y4FbrrnH32t7ehmfbR9qNGFKYIvNf1+73v8lOu6HjOc57j+h2jWxmTBCPdspUY6FFzhIwYROW/X5tk3KwkIvqZ/PV+nro+f8N/O6IbkxHfi6aFqj5ZzpLJie8pwO8pDAVFQ9KieA+9mjJFUnxgmYsgpwUBQulXuI4kZwyc+afk2Lx834B8qyB/QmNWcW2QLMHfs/Jfr+JNdyfBZwY9u6BDP7cz+BMSNyZ0jncgc1sGdiwtwK6VRShk81CEAg3Ai9hOmZKG3+9IgGCZp5cIkUEwttKEzntAn5PWJTNWoRJBokOVcBht5B/QLwSVKxjnitehC5lNC4yCCcamSZ4dmSKqdqXKEX+maDMZWyvLMMWBqzPQmyCDJqN28gwlxiQcNSvjbirtIXmKSEUpm+SHUkDzV+SxOwaUWi0yLTW7mOaXIwKkbcqoeYosxhQfLC8SZUZ4d4smCvJDER/2UdlNVhMRWqIZEUh4zyAZJTy0RDkS9Z5pa8oAF192OZL081CqD30Pfh4cfiqOrv79IT0oFFyfNH2Dfb5a4pTXJ0WgYWm/WyNO0zzbQkUPXttxeHTEVnQkbOJHP/pR2LVrF1x66aWxlZ+YdoapZ5MOJjqmQNnhp+6I1o4BSA7Xhjwdq8CyFXwYiFkEWsx7DLJTgYM26qBgJ4dcukSkp5rdpYGVXFmQHM5AiNbJow8GeixgfnmBFCG4DTELn5EKEHwYWaRuwJcaWGKZiVGnwHXyWsDyBXyPVCZkXin8IJbK0ntASVfx2uVLUF7cBfc6vwzLKytw++ET0MoWbZPwKj7MK/iczhPhgMoULD+xGoKsyFeF4WlpWag5kFxZX+9CE+PscICHbS/lhK8EqjLaTTBlGQgqDwrVPGTKVYBckSY7aGa8UIR8uUZqDvQTwbarDgSWuyjgoHyllpfKit5rjAPWPfMlIoasjVWaSNGxjEadc4tUToTRsDrQ8HUeiZDWBrTXT9ppKwg0US0vlsAq1uDEsTYcWdPMUw0RF1tDl/b2FjRPrsNq2yQ1hx1ZawqXfTQf3SSD0nUiOlDZsdXqUvKK6jiRkgNNQhtdIpag25I11hgZrFQMIvkFDVILeZQH5+iFHStVKoGLUucRE4HIBwP9K1T5hpiVMvI5KGJKoKX8K0S6iX0+aeYo7ygspLg6DGLbmnmnJD6cBWQqiU/5iYimzYApCQeaXZTxryoRRZSD6DuT5IFdLiOVFvp9QckvGZe6wvks4nrSwNQj+KBKFWwHfsy9qSv0q+wIZ3z2KZUyFIur6XVx9nTUHY5kio4Yy04gsOPD2GaIQM5542e9fwsnWrwJK+4ylsFIQ3dpmUVlK1QLaas88DfRHXKIFdNC4luoPNDEFBUfHSQ/kNbIIMmRlzPyQrWmQ5EcRGUYivRwlsnSjA4qK/JySYNIEqVeUUWQSD5TezIArUyLfm5mNulfLLfpAKaVARw9egf87ngB9u/fCysLK0jTQMksSdVJFsr4byZD3hL4L4kqVBy5piqhb3mN/BDHImAHgWErUTggLxkO9rDdBTSOl4PNfCsHOXnKkfQwchZkG6h8ROVESzwr8JGIqSxUUyPLQtX3ud8lV5cQS0/wYsl4XLqmIgbFvbyKNHfYA3d5jP4vPm/yMo4V24gnIgdg5izIdAAMLDFCU3I0LUUipI3/ZiDbwZh5aQyLChf0UMG4WjKIlYbg0lCBCKGMu3REh/JZEUkuok8ptEJCtSF0PqKXQP1NVHqqchY50Me2iDtYqkFDfDEctQn0tsfj5WH6vOfeWO9bLg8YiIkEvEiUpBTfb5IBugxkRCp9cmYtXhaBPoT4vMfJDSxR1XHZZZfBKaecAldeeSX9/ta3vhUe9rCHwVlnnUV+HldddRWpQZ7//OfDpIOJjlGQHfLBKH5wy831NJRBP0wubw6P14ZvmkrYMvSGZqToUnKomWZnltZexdMmMTuMRA8OuJDQ0EzPVCkLKj1IyieNTLEEQhqziigveTxIcuQKFOWqym2EGgSnEcQZRVJirpCFal5sA9fF2XlKy8AHVqlO5IZRWYCM2RGxuOV5Kj/BbeD6NeroYIKLeOygyoQGWfmqaHOxCnO1HXDOaRb8/q7DsLbWpLbuqhWggx0Ow4Dlcg7qRQOMIyehi4PuTJZMUzEhJH/6fcBaPAUahXk4trVGJTZIUGB86a65EiyX0RzNALOxKR52WQNKcwUoLNQgU6qCiaNuLAmp5ihRBsyzoFQrw9xyCWpItmDnsVCGPXtr9HDe6lpw6lwB9jxwN5i1ndDoWFAoYxTuPjIkzVfmYenM+8H5u+dgLtOCzpF7XA+MvaUc7DtzAayFvXCi0SU1CA7iu902pdLM7zkF9s8XwVi7CzYPHCXiRuGMah4Wz1qCNaMKt544CiePOAaphcocVOoF2L9cATh6K6zdegDubDglMWa7S0oDLFE53mjD+noLto4fJHlvY+tMWGt0KHmFljUtaG61SV6aRW+P9XXItxpQKItyE5Lb4mRO24KNZhcaXQvKqA6qlCBX3iBCCc8znm+KGywYVPZUquah3cxQ+QuRUbLkJVcqkOLDaHfJSBZNcTOFgn3fotqByl6KZVoO67fdEW6SHCCDzyyY8nMkUk+E6aZKS1GfFVQ7YDJMnlQ8QgFEnVJJ8CEp06WZRifq1U5TQQ8YrD3G9bR4WRFLK01XUSWiG4Mi0ZPPCjVHScTiqs6VMNLHNomyFVzOVpcREZR1Yn7zTswttUn6dhi5InU4SY2iDpP2KdQyQt3hrIfbV4k59vfNKEzCthnRwZg+JFJzxFAe+ZIcahAao+fiEBv4GckmUEB51Rw6waH6M0JpQANOMkB1VB64TxwsKnWHaIuj8lD/ijJAQVAEQRE09r8a0eFsHxUd6vtLqFjV7zp5IkpW2qLExmqCabXBNDtkrIrvISmDOPDLn8HuXafAqfv3QzFXp34KJssUrSoUzAJUOmXIZTDZDb9DpacT9l+gl/xQKoKs7ichSRD8C3qDkpIDKSMqycxDroNKPQs22nmRNIPKDmmqiaUWovQFTzAmt+BzENPPLDIwzaASEb1EsIQES2yw20ajevzejxX6oxH28tGiS1ZkKovdH1YPUZoEcG8nS6QKiYFEGU4XjUs1pUe7A92OKNXptLGc2qCI2i4pPTJkYIqEBxJMqPigSRSpAhDX1c8PRZEx8lg0PztMZRHlT4Kio0OS5UiCoJJlN8q/Q25OESH65p2Tpp1OndjQ/qaXuzglTX0mZgYZsfg0NWhrcb7Z/J68g9AU6N0iSpZGW7oiubOh4+tf/zrcfvvtFMvuBb5PvmwSx48fh8svvxwOHDgAi4uLZFiO8fPnnXceTDqY6BiVQWmK6o7++w3ZSgDJEQY/ksNP1eGN1vQtq6H3HNJHL31RiTPCh0AsompfXU84NIhUgwkcKaFCxO5sCHJEfefjQA6rVuy2ICkir4tlCYJEREaIbdCA0RKO5uorVs2qW0jK5IqyDWjWlYN73XsZ4O5DcNudd0M5h+uIhymZYGKIu8iJo7KCXK1KRAVU5omsQc8KLMnAUgokOXBAjD4f6AVhdLGj48Stofw/q0oOZBTpfDkP69U8mN0KFCt5qFYK5BhPpQOlMtRWqrCy0SbCYP7Ueaju3QEm+nM0LchjBO/cMpjtJpQWd8McGrZW8mA0T4LZ3BKxe3IwvruUg+pKFcwiKlAwzg9ncPIomIDC3BKRFRUcPDfWoLPRcF3uBTT73LEAmx0Tjq63oNVwzMmyhTIUynnyIzFXj0Hz5Kb7VsGOSS4LTcsiMgjX7TQ36YHTbTvxrnh+sUOCShKcBCo3OmC22pCxOnYqCl0/KgU2odlBnw9xPVGZQSUbeC9ipwcJBsskD5hSXqojcPAt7yEiJpEokwP5Ip0LbKdQJgnBhzTUzOZp23Q9RQvELYtEgG3M6Xym9OoIQXh4lA7Kk0NGtrqNU9XHEwlFz0cO949lLx3ZViyNQQJEem/gsQsJt4y3VeuR+ahIPvEqL4iakG2k/Xq6I6J9Yl2VNKM+/mJ/Yl0iUbxfJVKBQsoWP3+TkYj0PaUrWE8edfkYyzIYk44wJUc8eFUdDtmRLlQELva31M8dT/uFG4Idc0tfvo5BqippwRY6394+SkjteHpUH5IoUUSIIjoUCeIFzdPjs81E89QOkR2dbgMsq0MGq2rduw604PjJw3DOWedCrToPnUwDrEyX1CjYxJyVg4KVB8sSky5UWEMEhPjWpEkfzbOJvsrlDDI2FY+ZjDhlj7RJKgZU02G6DPqXKNNSLF9Rg3DHD0RwDjJpBmN4KYUGSRGTznAh3yUCJIdqChVdi30nWY7hKDSsSBZxRJLgeugVgs9vSXpQFRH+jPtx1e3gs0ndBtLTJWvR8uQTl5VKjzYuitHA6O8lPDiytH309UDpvjKSFeUqyEFQmYOy66D+rFIhOmQHXWv9Z9lM8na1jUtlySoJXJRZKYCplZyqfj6eZ/okqVQfXVkZ9In1qDd041Kvx0cQksTQKoxSI+FXouXXcn8LGJGANBWlKwn2c8kllwSWhV1//fU9yWf4mkYw0TFGBJEdCmMQaYeTHArSm0P8G9HB2aX+0EgLl9wfZx4k4yFBxIN+UtS+cRaYFB0514yvKH2xwJBfwoooETMHhljeJp3QnRt9QwouooRKSrEMQD4o7NkOfMjRjI8TC4cDxj27d0O5Woff/O730Gw2aBalhDWqzYZIFcGHUy5HEatGpU6lMmauBA0cuMtvM5ypxoF1OS88ETI4rWB1abCZzefAwoEzGnoR0WFCPovGp0U4hmU4qI4o52BHvSjLYDOQKVWgtmeODMNwoIY/o6IEiRoTWpQKU0EzV4zWW5yHxaUyqUgymxvQaTSpLGMun4VqNgOLi2ieugDtbB7WW4LIUAP7Un0HKRowis/aXKd1RYdKHFd5uQzFxRqsti04ttGCtpb2giU36GCPpUboqdE40XTdMkju5MoFWOug+aggOpT5qv7ljF4tSGygSgMrWTAxpouu713RVUNChExCkcggYgk7k3if5eUgXBEhFpidDmS6HSKMsHwIlQq4rou0Q7+MQh5yxSytg4QHbUcSdqSSUNG0RHQYNKtmK6ZkCQrdPlQULcpG9I+Kfv97yQP1r4K472XpF5I2sjTETnGRxqWkAPGktdD2JWGBfhneCFFVgiKSU7R92utIokSmrIh2yv1JsoL6Zvrn3D5+QfJQPK8ifoggcqJl8XdXW/0q64at6iDzPHPbmJEyGAqx1Bp9y1f8ylWGRXYg1PDEITzoC0TG3Oqkh/2JlYSHIjqgD9GhEGSoqrYjyBOHrHBUHZpqFpUb+J/ZJgUH/q5IDsvCEhZp4G6ZsL7Rgp/87Mdwyt59sO+UffRd2oE2eYrkUI1KileAnIneVeK7k+ZA5JwREc1qLge7FMq01BSlm+hVTr7bRHDgdzROIqBqTw2ug86DSgyRHIM0Ny0YJvXtcAKplO3Qv8VclwbnhoGlu8IYlMiTrOZHIffn5bvFsnKeiggTSUzopAcpPUSriMSg5BV87shoQqV6xNtP3ebCd1VMumE76HyJmFq6TzrCX4aOUZIOHSqDxlhgETpDwbFySt5OY5HnRsUFq76/rqyg8ipN9YHEhyI9hMeL6IOKPTiJOsrgVKS7iDIYedR9aUldxeGNIE4LflYfo3LaUufF9V7E7zRF/oxjHJZkv5MwXpxUMNGRFGSi5VPu4dHW6X+3/B6KPqUs9p/6NKFv3GyQuWjAt5hvZKxNdChVg7xlNJJDb7PuJYLvYxtJwUJKFh/SxHU8cpCuNc8mKoTeVJTA5ET0IS2mfD5saZ8oX9ENuF2DNyx1keUz9vrozyHLX2jmAzsFervkv8qf0zCkg7gsmcB9LtarcNEF94VjR4/A0UMHIdNYgwwmf+DxFMqQzaKnSBkypRp0qouw3japhAQfokhw7KgVYK6Sh6VSnozFAAf0WUxaKUNhXhitFuarYibebEM5X4B7766Tp8exjTb9uzJfggISDqg8qS/DjgvPhbnTV2lQibG4uZXTYAMf4pCBs/bMw12lPDSadTh1Vw3O3zMHSwULrIPHoLPVgLmFEtwr04QFVIXcbzcsXXAOHN7qwpHNlthebYGMOhf3LMB5++ah1FmHzvFD0FrdorhWlLoiUbJ09jJUzjwL7jzZgHtONKC1uWafu/rKHjhzpQ775kqwcec9sHbPuut+KC+XoLxzCX612Ya7TmzB5kmn7AXPKyaqVPJIkpyArWOb5O+BV7WG50D6iOAlQ3NY9PRotzrQahpEmmD7kLBwEkhEoktnC9NaGlAwKqLkpJAjckTdz6jAQZ+UfL0KxQVMezGggN4n6DJvZCFnoYlploxNC8UCKWcqxaw000Vljxj4IzlCpqRk1paTMz9CGaErHqisQ5GguHzOgK4kMpzvDun4jySBTPCxO6KoMiGvEQNMJLKICHE+D5Qko0pQsG2avJfMQKUhKK4nklKUGakkO5TPhjwu+QGhdYgAkmoS3aODpNQ5+cpmSM1kf9Zof0ItQ2aoeeHfY38/jCNelktXGNsQg8bIqm1k+kbZqs9LP8LD73PlzFkLtwOPN4NcT32HiL/hdlT5jPBUsNCoAefN5ax4kOrCOa5oZKbahiqRsbetkSheskMpO5ySFSzDwfdFSollblI8OvpK3XbHr+DQkXvgtP1nwvLSMnSNFuTRWNUoQsuqk7qjbJbAIO8OA0rk5SEk+RSji88iWZ6CIFsv08/DwzHbpEoPGYRCoSjke6UPtGTKiZZEgyFy2KfCr/pqVihmq1nTNjwtIRFCEbkWFFDtIVUgRHxo0bZOeYYojUGSBFUjRtZJVCFPCyQ/0DsEX0UZKUusQ0akxMgDdN2WsgNJhAj5lwqChyaLaB2cKBGPQFHOIkkaOrdYcoQlLZjgIjw8OqZhezxgOQuOt3EZZTeC6g+aElJerIoA0G9d0Ul1zEipf+A2kyXDUvtf93nSU3fChguOj4eAn5ogKII1cJshfxvkKd7vWyls28LPJPre6dqp1JURUgmJ4mWZ6QgEEx3DQtjD3edvurojqBQkjOQYJLM6EDrJ4VF0ILzNU7/6fZUQ2UFTB2GzIgK6mWkPmeNRgfiRM3rELf2sSiLluqjK6PEJkcQNHaqsk9S3px+j97qo/WFU596VXXDKyk44fufv4MShe2BrKweZUhnALECmUAGzUIZOJgsdlMPjjAsO9NCfI2dQFC0NknHnaI6ZLwhPj2qJ9oOkh4gj7dIAdWW+BpX6PLSyeZivVmFlvgrn752H3fUi5E7uBnMOoHPiKM3IZOqLYC3uhgP1fdA+sgqnHtmiTkij06XElJVaETKtTQCp2CjNY5KJAXP76lBBb5Gl3VRqgwagOJDOFSoABfQJycNyHddtADS3yEAU1SBohLqQN6C0NAdGDUtX0NvDk9ZSzlMMbyVnULpKZ8tRe9Dfcbu1eVhvdWB9s01lKwro44DnCjtO3UaL0lawdAW3juUrwvgMZ1YsoeDodKFD9bZ5isgjp3tF3mEKC76QKEFfkG6bOlHoE0G3lyYhpdIVSjcRZIZZxE6V00GnqD+pSsDzhyRCzk4ywZkn4TshSkjQ20Iknqi5R1F+oik+esxBVVILkgsaQaBKUJQCQ/PasNdTCgwZ60rnUZWeyAoa/V6n5ch/Q7RVJ0hon0SMyM+Mx9lOqT2EYZu2Ta2tIiLXMTNVJ8A+BvL2cD7vQtEx+qc5lsnZpXIRl2cwZg+6z1d8f47+JqT65yZllYf+zKbvKn0CSio+qA/WFkkwNHDvbWNYAozvbun/TokM9RRUuYwiOdTYXSpN3Ekyqs3YRuzDOKoZbCsusbW1Br/57a/hwIFDcMru02BpcQmKaA6aweeKmJRBwsO0cmAgQYH+I0iIS1PNvBAuCNWqbZLptECcC+ySYMmGCVsbLdjYaMPGZgs2tlrQpOdqF1pI5NsqPlQZGlDMZqFUyMN8vQi1agHq9QLUS+ghkoHNXBYKKHY1LChjKTCSGxmAUhZVKSYUZakLEhf4N+FFIebZXZ4gRlcjPfC5Y1GCnyA8sMpYpMGg/wWSHxkkKXDkowgNb8fTlQ8v+Skh6BDqCiRk0Mi0i6UseDVMMgHHfhlpki3TVhTjeujdQTHH1Hk0ZUKL6A/gv0rTJMgP53Z132nOpIb9qLT9PKSXh3wOi2XEHuiY7dveIT/84C6tcS/k/ZSnEUk7DsjQmsjAa0UeHSPXS0QrH/Kuw/AHEx0DghQG3hhWr4LCo+7wMylVg2x7ux7SI6kJaeAKdr5bABmjeXHoSgx7cKgpOfy+AhTZQaoOyULbZEfA7rypFIp06Em085Iu2glwzE/VPIQHSGpQx8PuXQhFiOzciG2IQZWuChHHLCp41Xtq26LOVZYP4MPO7MCuHUuwslCDzuYKnFxdha1GAzbaGWhaBqzL+HhsIqaVYLkKDpAr+SwsYHqJPLxsfVH8W6tBMZeD6tIyzO3bD+Wd+6C481Q4dcuCzbZJRACmzKAypFoS6gCoLkL+9PtCod0Ux1YokxHrUm4B8vUlyC/uhpMbDVhfOwk1swn59iZkmgdpkFaYq8LyOTuIlFg4ez+UTjsDMnvuBUc325R8ggadRnaZVADnnjIP91qsgNG4GzrrQnGxE1UKALA0V4T5M/cCLO2B1XvaZARKSSQYkVdbgF176nDmUpWiew8cW3WlwRBRcq/dkNt7Btx1tAGb6y1ob67af6/Ui6RgQePZjQPHYOvIJmx0sbMkB/CFPJXpNDsWnNhoQ3OzA52tdegUC9DC+FtSxWKMXQe6qOTA0hgsrdlsUFoLGo+S+agc4KOPSlOpcPJFKkHKYQQw1iujOkPuF9VEqOColPOwWRaJLujXQvcQdoAwdhUNRSs58XOlQOamikATvBvuF4UeSOQ4ZUBCUSFLOrR0FrLSIC8RrCUWZTLueNkslQEJbxW3ukKktQhFh9qfQ8pIkiNvCI8YVK3I7ylaT5EUSO7gcrYZaRaMApb3iPNC6hX63InPDCo4VEkQEkF476q2kmcKJeEoRQd+Nh1Sxi5DGyVil67w1ApjeuHfqe8lOWL5cdiTO877akDvn7rSnyxUxIAYgYp9iLlvEScaSMa4VLNUUCB9wpSjAs00CIWHTUr4kRwBat4AiH6LrvDI+io79P2In3EYLIgY/atP/A0NuMXyJ9dasLG5RmqO+foczM/thFq5DnOVBSgVKpDPYDRtGXJWHoptEYmLKg98OUoBxz8O/ay2NluwttmAzY0mnNzcgK1WA9rQhmamAe1ME1oWJsR0oUuBuFhuKy+dvHyYXpPdykFxtQ55qwh5KMBKZQcsL8zB3h1zUEafKzKgx3+xZBigQum0SH4IggNfqPxQpTDKiJPUKGiIStGxQsWAKhAkQCiCHYkO/Jk8QUzIYnkMlbPgc1D+LKtGVamLuDaqjyvYBrpdPF18SY9BFp/p9CzuyMeECdkOmokbkJcKDywjQrNSJP0xFlileKDKA+9YUgwoTw45WUP9UjT70JTEvXD3RVF9YlvRSTJIEViKHFJGp+4t9IdLZOI1NI2Bfl8dfs/2tJQKqowpDD3Uq6Wu0xjMSEfg0bFdwETHKOBDePiZlNKvdmRUtA94rE6/K/HEZwd+6gmfn71GSgoqccIPamDv2yzNoNV/Zf0poyh27Xf7vMqdyBkKBXsA5vUJ8RI4ntOhH0vYabYTLrCjRLWxMiHGyEGuVIVlNCDFwyiUwcpXYM3Kw2qjDWtbLVhca9CMCI5n0SOjlAXYW89DrnECcjWAfGMNCt2WMLAsV8HYswfMUg1MlHuKmBrqTGATRCyvM9jEfdmlOmjgmivZSTY7KgWoF3IAizVYruSglDHBuv1mOHzyAHTLFSjvWqDNFHbuhOzybjJPba2L61Ao5miQi4oG9AWZQ3JlsyHUGkaGSlZwkFxeKpOaA/JlaHfRbwSj54pEcqARKq6LRqRGp2GXmigs5bNQ3jEPgBG86GXS6oDZEf4cRJSU8zBHJEIGNje2SNGB5SiUsIJEVblI3iv4HpakkJqEDF7tAla6r/D9brsr1RyC+MCZGRUJa9+CKpYWlThYPoSqDirnEOoD0SlCya1Q51DJCRltSpNPl8GqMOhExQL6r1CnxubdpMJCueUbbm8PxxNDelxIiOhbST6QiskpJUHlB0W52uoNhwRUhIk+Ewc+bRUeHxpBopRMcrteUpbex3UwktBjKkpu/EYGurI9RMroShAymBMpM7paJirxmzZY0cGYZIzWmtdB8llONwnSL2J2ULhKWkJ9RSSp4CFl3AMcn8GObXhqhR6n+B5XHiHq77IMlrpjwghVbMtvUNVrLSnOnSI9cLAtvD2On8SUsk0yQC1kqxRzmzUKUC3UIZ8tQsWoEfFBLygInyTqNxmk2mg2WtBqdwR9kWlDN4NBt1vQNQShgQQHeom0rC2RECNTYnpaTJ5mWWgYq5DLFOnV3NyCg5tluPPOOizN1WHHch1WdtQoEQaJ9qaJnh6YZCJKa5DcKEr1hvL8wCtWoPdE2YgqtclnRMoLlooKtYcFHYyJJZu0jpwUwAkXURaDc1xU9oJECj5q6NmrdSD1SihRQSR/V/10Ya6BJqji2Ymmq2hISs6k9AxEsqMgvTTwPfI9wfVRBEIbxnIWSbHJfqiIj3UrK1TpkN89jBAeHdILRBrMUjmLLH+xw2dUd1g9cz3b04kQfX/6nder5k7+HaSPG8LGPIPOH0T5hvF+hpWnyqgVHVy6ki6Y6EgA5Tlhl3DI9+0BiU4ouFZ0/u6n7gjy74gKlymftl2X6sRFsOgjeZ9yEHV8uopDfvqCavl0FURgCYvPJzLQUNDvPPq1W2t/2ICI1Bt66ZCP1wgN+vp8azhqR6fcBZUc7nSYHFjabLWVL5MfSKaDKSt5muUulkoiBtcQD3ec/V/EWNpmHrIFEzIYTdtti5jZfJFMTOn6mF2oFQpQwOQWad5Fs+fyvJuYDlOed0g1JD7kvlF1MI/Rn6REEARLJZeD3Mpu2DNXhtVTdsPBld/DiY0GGCv7wawuQ6tQA9Nap1SYnTsFcYO+IPdarsASEh3HGzQQLtbLMLe/DvlyjgxQs7v2UXwvwDHyq8A43Gz23lCuF+E+e+ZgJ/pbNI7S9nB2Z6WYg/l8FvbvrEDp9LOgO78HDq3dAe1m1yY5qjv3wbl76nD6QhkKm8dg48BJWN0QRm9FSbRk55fBKi/AybUONDZa0Fw/CV1Ut8j8eSSFoN2C9voWtDfa0KZElw6VrihQtTTW58rSl0bbhBYWJWeLoqxIxp9iZ4YSW9otKFYxmjYnvFMKOcgVsBZa3SxZyJWKZLBaqIryFyJkMiJeWSwiyl1w26h8QNJE/ZFIAIpfNYW6Qice7KQXNHYTSS/yD3YZiNFB34ycXdaDwOUw+lZ4ZkiCRiqU0HBW+HRkiNQSsbTS+Bdn35CIkcSLit5V96Eq7cFuMXl02J8XYbxLChL0t7FVK/JjklOKjhxkS0LVoT6ruJx3dstVez8pHh3kAcBgbC81R1/CJaScN1zdERGuvpRUdYiNRyaD9IhasU6EVDqnN6S9afXG4VIbM7ZHiCBgFBmi+pJ+JTtdt3rF3o9DxJioQLEvjUyMMXGCJAet7gaVseB7G50i9THzRoUUHUiEIAlC0bqe1BjT6FL7kNjAfztWA7qmSoPZomQY/Bf/JgiWju0vIg4Vt0k1IkSyYFtQbbJmHKR/jxg1uH29CLmNIszfuQQ7FxZh19IS7KjW6Plclc+xQiZjx+Jit4X8u2liR5wtSneRiS25TE6aycvUFxBqEEGSiHIWQZaIn/Po70EqEIcIIQKEiBD3oN/32ks1Bm7LmcxDNYmjjEFio2NYRHhgO5TvA0bV4tYxxcZOXDFEnKkw0FR0lxhsKx8UXWBCrdPICNVclUxGpq2a6kMYxTqTikJnqZJy5LoBz1RXaUvPeQg9Te7t+J5IGD4i7cOtOcdvgTZeK4zjGTGYt0gPTHQkhN+AvYdQiCB1chEePX9zqzxSRVCHw4fksFM8PaUqSRnWILLDvZBG/kSShMbYb0/dbe+yermmXQWgmyL2g5eA0VJqqDuDA0XJFhPRQSaqhoh+U/cEmqTmUCWRcxJihHEDLYODTExl07p27mNCFYfsXNoxvhT7loGCLdMUA0gkaUQCTRHmVvZArVajKLPj2Tk40srAxkYHCoYB1WIOVuaEZ8h8OUeqiiL2PLBkBwet1RIlreRLOSguzpEKpWOIyFwkSTYraAAKUK2XSM1RwoF1o0WD71w5D8sbbVgu5qC+pwrZhWXYwtkgTFChpJe8rQZBX5BKPgOZxqZUc4jrgkRHrpyj0hIkhdabm9BuoYlY23mQ4b7wXuhgWkuHomrJnFS7odWvFElLsbNAXh/kpUEaUKHYoHNNyTZCDUIBO8pEVFNPqE4uniNMzxEEglQs2PeVUHGQ+iIrOnm4HXWD2r4d6OshvT7ULBDVJqsaXW17Yj1UVUgViVSLKNB62gtJMOcWFtNkpOjQjtf+jGgRt6Qg0QcT5LWB+1R1aU4nmlQuwmZEkHPOB0yLpVXRtW4yBy/KyOevOXWFsQ0w2llLb9TsENUdUeWxQzhf+jI09LSle0pNghB+XeK4vSk00lQ7sA+kzqNYDs1LxVBNml6iAjFjgplpC7WGhepR9OvA6HUkP7KCBIEsGJTHiu1Anwm5PfyPvEBE7C2WqSCp0TGbtA0ReytMU00TJxJQ0er0aZHEz6BBBpmXSsUJlpHgtrKYupInsqVjNWHt2Em44+g9sKO4A3YtLsLe5XkoFXNEepTR6yoj0mBIlWorWEXKmazqFCQGOESHUHmIn9ELhEo8kPzICrKDYm+JMMEJAoyHR2UGqjJEAgz+TASBJEBscbCHAFGEh7y0IvlFGl8iCUKxtUSGiIWw/XTeJPkhJabSW06WX8t/6WxKtQbdT3Y6itq3fr/Jf1U7pdGsSHBBxbETX6svZ5uYyr5P0JBD35ffHRn16TxO9YH/N48DXTSjSCdhRcqlK9MKJjpiwpd0CCI1wpQdYUalal1PaUdseFQdzva0GlBvO1zKjmgkhx716Y2n9G1WDPVGoP9JSGcoar/GPqfasl6/Qy+pof+ul6x4206kl/azTTYo4y85yMQPIJmSkv+ANJRS5ASOEnMFQUJo21HAB7yJhIlGyDgEDT6kHfWKupZKaUOEivIjodpQ7EFkqdwDrCoYuSKZti7WdsB8ZRGWmyY0bjsMcOAINMzDFJuLsbBooEqDYyML2VIJ8vUKVHY0SbmApSeoYsF410IuSyqH1WoBcvkcLCxg2UpeKCvMLnlqFOeKsHOrTURJZVcNoLpAnhjoj0GlHMUyZPNFKNdrsLOKJqZZgMYadJsd2kfRQGWKAcW5AkX5YqdImaB2keggLwpM+TCEEqGLJTFd4dHhUUPh+cMX1imry0sxtfp9T3G1wsuCzh/W65KTvWNIatf7yuunfCfQg0LEzHrIAznwRzJAqCvcpSTkbdEW6S34N/02V0ktwpjNITnUhRa3D5IMbnKFymNwX9Qp08pskKiQKSyKXNG/LxRJgv+5OBAq7RGlK2h+p0fE4saJzJGEi/BV1ckVWS5DO3VidJVvzjhgdbHsKUbpSoxlGYzJhjldZIeKjU+hrEZtw6sGSap6cW9P7sfuz7hsw2K3WRElYmJDnEPy0LREkoxthEqURRsMo0OKDlJ+UOmrisAVxqniMBzyRBEcKv6WIm9pv0rFgf4c+DM+LLFmwzkgahPFj+dsPxHTQKNULDnJEdFhGuj7sU6lLe1WE44eOAZ33I2pchVYnKvBzoUq1OslKOfFZBASBcKjQ5AGRGDQ7w75IZQflv13JDRUQkm+63h/qNKXQkf4eqjEF5ECIxQfImXMIT/UVfTepjLVl4gPXNYucZEEhoreFXGyor7EsDsVWNKiymacZ7sqnSCjWPoTlqOIlDZHS+Tpy2pyajJwpX6teEMKgKktqtxFHYbtvU7NsCIRGVH62mHfInHTXNJA2BNaP26RmiMIv1EiScrL6A1TpwdMdAwA20+jXxkL/SHAuMrPqNS7vObh4d23vUjQt43P9oJiXvVt0uZkOYe+ZfWdrJMbidFHqeGr5Ohpc7wOkfe8eYkcBI1bfb7QvWkw9qa8p0L6iDjnWfiIoLcDPeBUZK7GnNuzE5KJIKIEFRmy86JKUCwZg0vtIVmmKityylcU6YFVFihHpWOT15EGl6TqcBJpDNmhIZKD/hWKDSI+SnWgLpEBcPruHbBzaRHOO+sMMFtNMBubsJBtQ76zBR30D1nYBdVcDkrL80R6GFg+UqwRB4CxuWfuqkFNGpXumi/Bzkoeygaat7bJE2Sh3YHaniqUd8zBwln7oDu3B1a3RNuK5RyUF3eRN8fS7hrca6kCNWsTuofvIkUHdmx2FrOwp5aHhdPmARZ3w4lmFw6tN6HdRN8Nk+JwRdJLkcxOzbVj0FptUdkKKUJQYVHIo7sotLoWrCMBIl9IeNj+HqKGi1QcXczZw+roZgusdlNIYLEECYkBldYiE1tINFoqQ75SIvUKGdji+ZD3kjIy3cKSDUOWrlAtktgHkkFo8IlAIolKmex7E5UXBmQtnK3CzqA0QKVyEGGASttAExgiP1QJiqiLJnIlLxUk6jaW6hNsI5qS4v6dz4IosxKqC1GOQpsVNxkti/tEHw46p/Y9i2VDonTFzAljUrt0JYOlNbieMDLFf7F8RrUV02s0y47Rla+QooPjZRmziWF3kF0+GD2TPMNRdtimpGofsb4jPB4ifc+PGd8fhPqMwvhUKD0EQaH+FB+qZMRpuyIV9KjcDH7p2t4ZguhwkRye8iGlJEHSwxt7q5equBQn9rnGUb9gGZAIwfbQtjF5xDSgk2nY+8bSFtw/ldcYZVKbFI0aGK085I4UoXSkBkWjBDuqyzBfrUC1VIJ6pUTx76jOFIpCGV0uY3OFN5boVylvMlXGgcan+K9IfRHlLyXNBwQ9QZAYKSLhIRUhosxFEiOS9MCfxfl0SkD0a0hdBlIEeCYlZJoMoKJDEhEIbAtNssjpMFJf4OMHHEUGEgN45uln249DlMTIsy736+yN2uj15JBpgZRgY4cIO+Uuuq9HpDsw4n3bb7EoxEdQSVE6pImzDXySY99wKhQdzHMEgomOUZSxxFB3hJWy6Ohb+tGzQvj2dB8OBX3wH6TgiIso7e5XqtLPSyRt9DUl7Zdw4zn3ygNEbFd/wLjnjugeosEjPtxkuoxwv7T3i7PzQcSM5aPEUftXx+VaC4kUVJB0O9LAFD1GMMVFrEPKjYLwjchUC1DIzsHOcg6qmTbklgxoH7kHmiePwtbqSWhYGWgVqrBVrUE7k4d6KQ+LHZSqisE1qjloEC9LSgr1KpSWWtQJKu2Yh9zSTjCzaCbaogE1pZdUTUpb2bNQovrdTHMTzGaDlBPYcUFFB6pBikt1IliaLQs2WzgTRUW0kCtWyEh1oZwHo9sCq7kljEiVBwYRAmjaWoBOy4JWpwsmqjY0jwwBVHKgOSrpcQXZIckP2WV0XwfshJA3mQXZrCxbkSN2UlxgDblMMinlc6LMBEtXtBhYKpUhNYghTV/JxdPehyo9wZg78sBw/iD3I0w+hTGo28SUpL94PjMeRYcsoSFlBv5dMxUVZqeOOSoqUNy3kqPIEJ4gIhiQ9okzcui3kXO201MuI8t6bH8Paqf7/h0Z4np0MNHBmEVoz+6ByJGIZEc89Bp1TgrsOFiX8amDoPf9oStHeqJAbHWHd9CtBmn2UrYnvfLRkISIFnfbS3aY/sSGXFfF9DoEk3sbtmcFOOU11K+RBRqKeFEklyqvwfKWjtGELTMPjbVNuGdNGKgWrSJSJFDK56GQL0ClWIB6tQSVcpHKUJCcJ/8paUBBqlk5eEdyHZUeOG+Qk88kLHsVhAhACctXKOpWxt5qpEcBE12kWgQVH0QUSOKD+nHyBOrqB6XycA3EPedZ+XeIx6EoYyFxhewnSqGF6EdI81JcXutG+rIIPT562v4ppU7GFqt7RpW7+K0bxbMkCpJQh0bE/aT5LYDHT/Gyyu9nhGDeIj0w0ZFSLLsTZ+oMQn3JDvm3fqUsPcks+vpx2hlhUKDUG15yw1umEpXg0JUPCsqwM4kHh6utAaU2PWoU73o+slB9ORxwUbyn5xi8x+EYLrqPp+cYtKQXb5tp2zKpQw3eSOEh/wUcOCuiAbereiU0eBRRuHrSjJql0K+Vt/zGG5XrUqXYsgDxdWDH7SLJgSoUNI3MANXJFrLCdIsko1kxq4/SEatYhfzOU6CwtBPqJFXNgVkoQ3dhH2xBHnac0YHj6w04sb4B7eYmQHMLqpkmZDANJVuA4t5ToLAwh45gkJ3fAdmdp8CxjgmtrgnLtSKVjWzOFeHU5SqcvVKjSFrjyAnoNDagUC3A/GKZSl8WzlggNUgzX4OjJ7bg+EabTDYL5XmoLdVgYakM+5cqYGwdh87Jo1S2gkCipLRQhOJiHbrFOqyti3W7HSQy0FPFgFIuS8eL3h5Waws6zS690E8Cy1gUyMdDfl7whd4eHZwFwyhaNDEt5oXKwbFwp44LerRg1HC5hKZtQhVCJUYUEYvlLnkyeUXyAA1NM7mifQ8TYYHXAo8FCRuc2VIcCXb6lKKDenZSKaQUHRQtKyJikVzRPWlQeYGmohgXS6SD9gES5TmCIEHyyylBESQFklNoaIfbUCU0yhMG1RmdnCh7clQkqOgoQK6Uh06jLbxMSNHh7G8coI59DN8NVPowGKkjZYIvllIh0eSGuwwkfDDfS3ak59cRhwSJu7/o3wuu4/cqS2mG3ilj6YsghbC2vkNGiKhcRNdqSzKjY5MaRM/3RN/67NKTPtPrGyL6JaKoImh9aaBK6TayuUhqdFt2/7mT2aRlWsaaMEmVJqZY5oL/YqmLiMYtir128mS0ndnKQvakMFbFCF21vUq5DOVyCeYrdZibq0IBU9ugIBLS0CBcKkLwWYQ/K08QfH7ihErOQ34g4SEIEQsKFG0rom6R4BDqD6HOcVVzSoJAqS7Ez7I0Qjm1aH8j1a9U4YpEQtHvQmTlFcX0WfLTIMGuMN6gRWRZi9qH+uSiwtcLZe6t7k13abZ9VTUiRahAxHXzvcza9Q7/u30ehuG6lcIjWCljUNHRQUPeEUomEqWuDKsxMwAmOlKAb3SqVHCoQW4kwsO7CZ3sUMuHPPjjKhqC1BtJS1VcfgLyX1eJxwAkh6/CJWXTMkV20KYD/u5L2gQhIJ5XbMv9Ba+IB9/1yZDSufa+xrUhX3SRJYUe41R14RSRghn3WBtKTZJlNuqhR8apeRMgi8SICRaSNFgCQx0f0YlYrJWgVsEOyzL9vrOUgcbRu6F5tABbrZOwtboKTVy6OgdmoSpsQzIZWKoVxAOnbMIpiyXYUZGKDIybNU3IV/NQahehurMClV2LkFtYhrWuBQ305qBkDxxAl6Eky1bmCjnItFeJbMFUFdwHqksK1Tzk61XyBNlsmdBAtYckMER5hiAjoNsB6IiEFiI4tFQRRXJQqQp2VFDxIUvAqFOSlaUqWQMsWfaCnwGSskoSgBQZMnbVvifQ90KmoFAxBxIA3tQVLa6VZmrs2whLYcQFpOQU4Ugqr6PbxFT3wcjIfZIahMxVtf1JPw8R5yte9gwilV0JE1PajkZW0D6lh0kzIwzgxPbEB4uOAckuJJRkdK36Ox4T5RWMuqSXFR2MGcMg5RiplLr49mXSUHYEQStj6XkvKcakIOnXZ+qZdHETPaq/Kjw4sq5oW3e6ixf6Nnz81Ox1o0BLo9FSqhQBokpcyFSVymRM6GJpI6o8ZDtRKaqX3aj3yVjVJm2ysLYFkNkywDiG7+ahWqnCYmURqsUq1As1qJRLUETyo5Olks98JgONbpbKWtoy4jafAWjic5lUHvh8FZM/mJSnp7zgo4nSXWS5jHiu+1t0qk9RV6laNFJC77ORrwcmf6h+qVTiUrWMVIGQ+aksE5LaGnsbet/Q7s+rbUPvhJitW9Unx7Sf7RBkdy2O/8FFRNoqjLQg+m7SoyPGhOygEAqgBCsxfMFER0qwHx5e3w6/iNdBBup9yI6obdXRj+SIgliJJDEQheBIWrLiZ1qqBpZ2OYM+YPR9Wvlc04ikhNfY1CZQaBtdNyFmkw9GKEETFb6kim3F7WOIK40j7fgyVUqglpXxtWKkDXaCCxlwUua92B8qFERtLCoJ0HdjCTKlLGTrObBaDSobQQXIKpTBbORg01qlMhd1jDuqRVgqYXlNUwwoszkozpdIplreNU9ER3ZhBzRJDSIMRdH8FNtfqhVgRw1NUHOQaW1Cp4Eu8cjNiBIhTIzJVauwbiJJYtI26NCwMyPjXrHdmU4DzHZL+I8imYGGpHZ5BgpyhIEqGZOpmRxpUuYPYStGHSdSzSgSwfF4ISIClRfSJ0PE2opYWiIoZGKLZYq0FlECIq6LWh5LeIiwkGSLuq4iCk/8S34ZNkspiAYkR4SJaa8Zrio98RqFIhEjlsfyKllypd17gsiRBrouckXsR5Acap+yrbifcaglmOhgbCvE79BHKb3oUXWk0Jfp16ZeUmY8qjAX+k6Fxz8voYqZnj6KIioUAYL/onOXJDs8Chg/zw6xT13Vgc+ZbgippDUndMCoymREuQARF2ioKtU96l9BbrRE6Y2tSMHniVRy+Pa7BCGyuX4UTmweAZwyyGcqpP4o5kowX56H+XId5qoVWKpVyUC9ic9TfLaSykP0eZpIfkjTU5wgwSMvSKIDSQ1Mp8M7T6W8EPEg+wHecmE/YkMcf68VKJW3qlQUmf6GZIciKOyrJjxO7R31bNveh39/3xYj6wal2jKC7JjcQXbiNEif9yh1Rd7ro0bcPU7QJZg4MNExALyDYb08oifKNEjd0Qc9qo4ED8KgMXAQwSH+pq9v9VVweMtVfNUPMZUcYYkwUcpVBulzUF2nd9mopTcRrk2PAMjnDZWy4krJkeUltsGprLH0g25Q6rfvHmWK/YRzFArCS0RSM9qAVKW1oJGobWSKA28l8cfBtCyBwWc8ljbkqJTDrQah4ylWoTu3W6TLYBlLoQw78mUwOjnYsdeEldMbsL7VpPjWuZwFBbMFlfW7oJEvQHduERbO3kcxsZWVZcjuPhVg535Ka8FYWNxvfVGYq95n7xycvbMKu2p5MO88AZ2tBpWCwFKJyixq+3ZCdudeMiFdbXVgvdEWg+ucAXNVJEkKMF/KgXnwJLRWNyjthQ41LwiITKEMna4oVUE1CRILYmIq+Oak89XtQAaTZ7AzhR4oUiGiTNSofChboHKVbLlIagkiPLI4oyXUFdjxKmN5SaZL61M9srqeWTT3lOantL4sTcJrAUAlOcVCFqoFNAalbqMs4BUKkiz6hlC5DcYbS0ITPVEk+YOEBZmvqpuLPDaytA61tZgXhAvVgKMBqUFeJEgG4f4cM1JBqgjTVfEiBYoctFAZj6enGNurKAEoojFW6cpkegUwGInUGAN5c/RRafTx60hUvhLkhzZuxJmQidI/8lyLyNfG6mrJL8INQg+pF1vR+gAxyCG3qkMnPPyUNP7lN+o40MCU2knPDXLSAJPibBWR4Zip6u30NVOV+1LLKDPWnFEU2+gYkGtVILuagyzkoWTMQzlbgXpuHir5MtSLFVioVKBWRRPUgkx+yUh1hyA8VAoMGZzK0hY8i6K0RZxlVIJIyxCtz+yYkQbpaHRzU5okU+pRZSgqST1lUComWNxlMvrdoUgOet+j8nBdT/u69vbxvYQItd/nFg9LMQxaLgkG7Ql4uxL4Kwp2sbq5mxHGu6MCl66kCyY6hkR4uMgORD91x4AIUjX4jQP6zf73GhBlQgfOvRGsDsnhh0FJjqDklGGWOA80oOopW8n4K0a8+/CUPznvuw0l/a7nwPWELjWHjEKTXRCXv4d3eaVCIH8P5+tFjGWltFIzlhQbx6mSPCXKIGGCZAe+Ml1TlLyUizCHKo4MwFwhC7WCAXNbRTB21WFtqQrHcl04uboGjeoyZOeXqexFCGIwxSQHtVqBSITdCyVKf8H6W0xIIW+MovC8QJ+P4tIcGLV5skhBsgJ9QchsM5ehaFz0zyjkMmC1sWxGm7WXySKZQoHqYJHs0MkNO+rVe41kgSxdKzIkFcoItbyjdBCkF5mR5rJgmUItQSoSSTqgmgPPlWkJ4kDFB9NnFdURSCAQ5yFKV2zlmVTYKDNTUoPQpZafdWmCKqJmnc6vKnNR6hO6H1z3j4zOlcoO/TtDlOQ4ZTooF7ZXQ6IF9yePVR0jradt3mv4OlSwooMxwYhiZjkp0YPRjDfTK2EJTD0ZFgZ47sYzJY0Ld59LNwwVcfbyfc+svv5eOOJ85wWY8tv3qa4a0RuABQSi3EYpT1SsrkCvmarjC+ImzTD1haJ1TaEKwVfHaJE6BH1AOlYTGmYRNjprkG+WILuWg4pVB6RB6tkqzNXKsDhfhR3LVcjnDOpTELlBzzWwyQ+iY9D/gxJdBNGhRJNZnfRQ3Tp1JJ7bQC85EYauwuzUNU9F/yMpjOhW0R+FXwdNmMi5KuXLoZ9a/er1KEnkmzJYpofo0AmQfoNzr2pExyBd1kE/4b2KGue8CJJotN+fSUpXOHUlGEx0pAgccHrVHfon2mtUGmXwHzc+NY6Kw17W87tuXtlPwUHvu9Z1BsBeJUciP44UCA7Rdp/34mzA6zKehKzRymV6Skd6FtRlpdrKWkmMS9ES4RD0yfDIpI+q3ZWDYrspuu4R1ScaqWG3H8tZZOwblSloRBk9eBXJgbsp1mQjs7Qt3CtF51KVhRzQA0AF1QDk/GWAVarB3L4zob60TH9vFefhaNOCo+0sZA6tkRfHnvkSDahReXDWklBz1LImWK0mlVfUdov9FuaqkN99Klhzu+Bko0NpLYhiKUelL6cslmF3rQg1LAHZXIPOVouUHESS1PKQrc8DlOqwgUqQdhea7a59rOTtgT4hVJHUIZJEmZcqskOdZyxXQUNQl9pKpu3kyhhL2xCkA6okpEJCeV6UiznI5yxb0SFMb1ENgpGteegiiYCETL5ol7Tgctg2VHNUCjla1743MCFGJtGQP4gWEyuUGUJ9gkQHqjQcXgajaoWKBNUNqARR+8NF8BjRMBW/Y5Thqm2GJs1acZ9k2prHcqiMXWLkh6GrOuISHVrNOYMxLiRTX3g3kv5nK24JSzpRs8P4johhcur7wE3Yt4t1LAHXVEuRINJDfmfRsLhHlSH7b0MsM/KDaoO4erIvRD4UguBwExu90bjONro9pIe9rraeKG3BMld8Dpfo93wWo26xdDZH6g9Ue+TMIhireciu5aF0Rw0Wa3OwsrAMi3N1eq6Vs7gsqj3Es02ku4jnsUp2ITN3FXsrCQ+l/rAfv7bQ0f96q+QRW5mhlbzY6kqttCWoy0fr6YN7u7ZF/tszken8PUzd4Yc076A0por9zqz+lYfnom1a0idmdEyCm+6Lvg7DH0x0pAy/mfoe+JiRxiI0EnpUxPFx8KZ4+EnOvAQHvRdAckRFFJIjje+bvoOjARU33ujb0LZ4zq1L8eNzbfVzNLTvXr3zKX/uOWe+8Xb+bdbNV/1ibe0noJ4oI0uIMCiE1qPkDVnyQtG7ObDyRchU5un3XHkedu2sw3JpDoyd61C55zBkDhwWZmFZg8pOKBq32wQLyYJCnggOGqgv1sGoL4KZL0NnU3h74L7zxRyljixUClArYEoICEWHcEqFXC4L+VIOjFKF2tJpoqJDqEHEqUB1hejw0Geo0xGpHKoTZ0tbwq6FOC/CbNQx6FTnSClskCDBsyzOkbaMTG2hjhRON2kKCnyPyBVUUHjjZaWKBJcndYXnS0BFBeN+yaNDJz+RGCH1CRqZutNaVOmSMjJ1nQJ1nNIEVb8fXC7wIwSSUlY3OnkRZ1kGIw1MimIj2J293zrDJTtGBj/jrxgkR7qqjhDiyiXd0MtW9PQX92SLTTz0uU5pQRFUok34hoiu1dNpdK8RUTYjDVYJHoKjJzXG6bdgzK1Ko0FSo2NH5qKxqDA97VpNSXrkKQEmY2WhndmEjfXjcHj9MOSgSKTHnoUdsDBfh1oek13Es06RHi0UOUpvKjQ4FUam4ooL0kMzFJWeHOp+UPG1rvPtQ3qof4P6hpL/8IVQ0Kgz5NkJeMYE3o2GTIA6Z13+bYBbPM0+r9+m9EleFS87cmglRYzBwUTHCJ/5LqPSSa4l1RCV4KD3R6Dk6FeK40cw6W/5EhwR25d2uVHfL3yvGWlMAkVs34908NyHYesr9ZG3I9pDcvSSHr6xuj07EDXB9iSB5jviLC+TQZR3CnZmsPwiK4zHlJcJmZ9mC5R4Ui0V4bR9e2Fp5y44uroBW2snYR4aULJaAK02+ZDkSkUoIcGBJSnzNYDyHFhIdJjYoREqkFI5B7VSjkgOqsO1umBi2gt+eRazYGAka60EmWKZfDRaHRPaHZNqO6mkA9ULspQkGxBVStdIngc/YPeOlDGaKSitIwkLMTskjURReisJCyI7cDlJOlCXkAgE4ZchTr8gGpxSEo0kkeUquK4wP/Uk8WgkB5IllK9jl7xgsoxoj0hfcdZVJTLtriqV0cqgyCzVKV+xS6FGXa6iA69XHN8NjpdlzCCSkynDSVNJc1C9bcksFyklrpNNtvTE3YYTHv7Xw0xAbmgqEpfyRyhRVNmNN47XW3bjtMft/aEfq65kUful8hjTOT4TRBSvINtaRHJ0ZLoLEh3ZTB7axhaZmyLpcWT9KJTuqsDu+k5YnK/BwnwFWvk8PaOLSHhI8gO9PFSaHZWVSo8PQXDIiRHy9RDHiKUjenmLHxziY7DYVjNKGYpnx7oS3PfTrjfHs+0oIQapPVZDtuO9W5WHiQXdkX7fsKIjXTDRMQJlR88XsDeZRaHfByni4DYuExjn6zAohcQuZQgjN4IUAD0NMkIJjjBlil4+5NvGoPbYy6Sk5Oh5P95Dx2VcS4N/N8GB2ws1kerjo+LsyAw+ZlvJoToKIXARU84svH3v+yghxYwKdmW049OAnQHqAMiHqBg2yxknSnUR5qwZme5iFSrC5wNLTnDAjEab2QIsV/KQ37sIC8UsZDsNWLv797C2uR9Ws1moVuqQyRfAwEjb6iK0MjkwoAXVYo4SWmrFHMxX8rBvrgRzxSxkmqt0XnDgX1osQ65cFEkvy7uhU5qDzWNbNAOAnRZUgyxV81Av5qCUy4DRaUC3uSXMLTHWFsszyFQUPUlyYDZN29vDG/UqlA6CcMD1iayQy1ENcE74kaCaRPheCPLAwpknlNKWC2B2utReMoqVXRFcDgkdLFvB9YtEoshrL1UvWVcZiayLxnOM5wCJnqwoJ7JvOXTC1xNiinn7+uJVwX0ow1VKspHXSlx0cU7MYhdyxYK8tooggfFgwjw6Tj/9dLjttttc71155ZXw2te+dqj7Zcwqgr7/0+w6e0xGEygXYg00PJNIal/pkwV9ylcSlKwMRihFg74PV2WELGnp8fCgH/QtRImSTXa9bLJDK68Bj1eH3kan/+Itu1HruZUczrb0WFuxZ1Ue05WJL1iyoGJ3O92G7eehG59S8otUfSAJgh4f+Puhk2XIrRYhe2cBdtZWYHFuHnbVl6FESg8DSkZOlrXg+iqm1lE4KnPTnJrkkapQpf6wH7ch/TuXt4f8XZW52P/K02H/3bsN7e/i1AXfn3q/09ukoC5wksd6mpRD2NccjieodCWWB83gEIocpi7SAhMdY/Dt0AkPd+pFCOmRwgA6SQypWs/VlCDyIIjkiONnMQDJEQsJPDcGTYmJDI9xbe9+MrHOh24W1dcbpGdnjpLDLwEoLP5XKTP6tVH/HOjHZk/y27JIqebQ43apRFf9LJUKimiwRIwpbimrvDIyWSivrMDeUhfae3fB6rFjsN42YRMMWM2VyIgUSypw4D5XyUOlm6V4WzQbwzrbDCatYIdGlr3kSgUo1CukJjGzeTCtLSIrcH/oW4G+GZV8VpSVdNukDBBxtKIMJVssUKoKnkcT1SKec+VSMcioVTL51A085QwQHp9pSoWG/seMNPeUSgtx7iR5INdTLzx2V+kKdq7IGDRHyhC9W6JKglQ8ret7IScTU6TJqsurSCo6TBmFS3Jd1z5leY40M3VKV8aj6LDMLr3iLD9svPWtb4XLL7/c/r1erw99n4xtBM/30DDUBOFkx3BUICM3Jx0ZzHSug63w8JSzuBQeOrkTdI0G6085yg5tW0GG+wnNeL3vuctjMGVD9mM081NB8OjPXkF0KNVHF0kPU6g+ugYqQ3Ok+GitbcLBtSLcCjWolmqwWJ2HHdUFqNcqUCa1B5IkYuJBxbaj4oNKXyXZgaeB7MlkcY5KQiHBhyfJJczI1CY5Qgf4zpm35zDlCt4EF/dJdSgjP08P57xpfVj9GgQ3KdVPbVQSASetKN1m1EiSujKLX2spgYmOCYihVQgkPVIoE1WIM1gINPC0qV3TnyiIQRr4lauoczIoweFLyMSMuB2U5IhjoNqT0hOwTL/t+MFlg6BiZaMefx+yw9tevY36dfO78/SEItfmZHyt6z0cNOvJRcrIVJ1rVHnIc1jQ41XVoJyUCsiC5MAsz0OuUIalnftgkdQhJWjWdsHBY6tgVo5D6fAxmNvYpHXRgHSulIUCsvrdFpWpYEILkhT5Whmyi7toe1tt4e2BBEetlKfXrrkiLJbzUMlnILOBao4ukRxGAQmSMq1vFcoUtYqJLVh2gxCkA5qiiU6PulZYSmIZFClDqg46JzgrJKNeEUgc2DwIno8CRtOWKJ6X4mVzOfsjjEqQQg4VHcJYFIkL1QnJFIqQpXWLwsQ0hyamjl8GrlfMdx1Fh7gK4lrmcqTIoO0o81O5XaUiEfsXSTZ2Z0gareZMk0qLRBSuGJw4hN1oCY9JjJdFYmP37t1D3w9j1jEaA1JnX8YIk0YGg1+7IpEkYR2wCbFj9BI+6mdBaPT6d9jqiUDCIwV4vOucNurnLMC030vGJCW9tPIY6uuQW4fw8xAeHtne7egJdbbJqWFH2JLSA41M0dA0W4ajm3m4aysH+aMVMjedLy1CvVqHuXoNlmsLkEcPEDCgmEHfLIMUkEK5iYoPLBGVhId8j/amSl48xIcO/WrpJS6K+FB/8CM5sF+iFrH90/G/iB+HXgR/7o2JMiu16Ni7Ft4Ho2MSlAIn7joMfzDRkRBqFjXOANxbVuH17OpReAzYviSbipROEkYWpEQe9CM5vGUQ40RUJYevPcgA90C/ey9K3ePA1y3AGDfNvrKvsa3uaeFzvvVjp4e/i/VCfw9UUsivP1RU5Ev0/tz8POwvVGHnnr2wurEFm2ur0NpYhTy0ALr4sAPIFEtgdCpQyBcgU6qKspdcScTRknLEIOKADFDLeSJdKO6126aZBEpNwTQTJB1KZSrD6WokB0IkqUipqudk6pGr9LtaR9b+ishYxQqg54U09kSvDiQOpDKEDh1E2zAiT+zPfZ6QFFLtFYoOB7QeGplmRYmRS30iVSRiQSxdkRG5GUvOWgk1CJm0YpdHIzoymmoFlSG2osNv4DEClYcoNYpBdMhlm80mrK6uuv5WLBbpNSje+c53wtve9jY49dRT4T//5/8Mr3jFKyDnuT4MRjgmzOOix5B0fKqOSSVfho1wwkNTd0QwkE1Uttz3WsW/H8Kuddh1to1ZXR4gvaa4wgBVrYMqRkl+2IS3KKdBtQcOmMnIlOJsm8LfY2sTjjXykD2ah6JRhbkq+nrMw675ZSgYeWiZaICKyg5MZKM9iLJeqaLEiQ3h7SFjZb3G3bYi1n18LsWAT8mKV8nhvCfVt5oqxFY9uMqgnG2LtnjPtadfk5m8byU8vnFYi7vIpxjrMPzBPaMBEbccJArZodBvwNuvkx+F7AgNh4lKcKRBbvh4TyC857bfmfY1I40z6o5YMhSF5EhzEBY1dUYZQvm5X+vRv2m75vdrXxgxFbQ7v7Io9wL+SS/qOPHhT8SCSvagTos0/szmHXVINkfEhwKWqOBjOV+vwq75KhSye2Ehb0Hj6D2wftCEtaPz0MLBL3p1lKqQqc2DlStAtylUB0hytLsiqhXVIBQt121DBtUc0lQUS19IsVAo07ody4KOfLKpuFhMa8H6XZr90Ew+5ULuY5Ymn2QKql8L6vkIQ1HqsBCB4MxK0TpyPUqHkbNE8o9EUiBhQaUopK5QJWZO6gq+MPpV9+ggckUSMq71VEIM/c0URIeeIqOUKopY0fxeVHthLKkr8YmOq6++Gt71rne5/vbmN78Z3vKWtwzUnpe+9KXwwAc+EJaWluCGG26A173udXDPPffAX//1Xw+0XQZjrMkrE4KwwW+s0pehHr85tjKeWGRHmFdb0Ho+/iqplxsFdY79rpl9jJLsCe3vOuRGVzdtJdLDITywpEWRHh2jKJUfWWha67CxdgwOreXg93dVYB5LXGrLMF+rQaVchoKJpTAG5E1pOk4EiHhmq5h2t8LDIT+iwluu4kTXOn9DqGQ5b0qLIka8n6OgEhC7bX5/Tusj1O/2CdqPVCWLeOPRQaih4640pMbMACaG6Gi32/CGN7wBvvSlL8Hvfvc7mJ+fh8c+9rE0c7V3797QdT/wgQ/AVVddBQcOHID73//+8P73vx8e8pCH2H9vNBrwqle9Cj7xiU/QLNvjHvc4+OAHPwgrKytjIzvUen7eHWkOlKNuop9RZ19iI+z4vbPEOkEQQgzo5zTK2Y2SACPeCzHf9LQzqYojThxuGNnlt2w/BJEc9nta2QqdC9e1tRJ5qQxCTkU1jHW11eee0q+B8vUghYzt7yHVHCgpzZfEw9v2+sjS77geGpkWDPFoE/G2GSo9qS0vw85aEbIrC9DYWIW1zSacbHRgtUUVutQZqxXEV2oZDT5zWViq5KCaNyDT3oBMt0NlHEigoJojt7yDyl66hSq0GxYltiDJgUQJ+oNg0gv6e2Q6mpqE1BXCgBWNO/V7BdtqZmQsnXofSQ0kHTCGF88d/murK4DUJkimYHux/ATLSIT21RDr5AuQLZUAimX6nfxE5CXKy/Wwg0X+JfpnC9UjhZJoM5qYErlCbJNMiBHKDdw3tsG+ZzFJp1AQNcg5sX/lHo9lPN5Lr67xRJWuyHOAKovXv/71rr8FqTnQSNRLinjxi1/8As4991x45Stfab93wQUXQKFQgBe+8IVkSJqGWmQ7YZr7HaMyIE08yPQlO4aj0kiW7mElUnL4qwy8EyR+2/E/bu8++5/v9AZdQefBX9nh9u1w/j6EQWAMsiOx+ibCc6O3JCYkfU5fT5+jIQ8P6eVhtexyloxUdji/O6am9J+Rg+Mn83DnqjA3zWeLMF9dhLm5OizXdkC1VALDzELRKlKpSy6TFc9NUmkaDgkiTpKtAFFkiDoFIWN8h9zQylQUwWF7fxAR4CZB9JOQlnpqqI95nAPy7k/a1Xbw2U9lTKMkO0Ssctw1GP4Yl499DzY3N+Gmm26CN77xjfTvpz71KbjlllvgiU98Yuh6n/zkJ6njhzNluB52OLBDcejQIXsZ7HB+/vOfh+uuuw6+/e1vw9133w1PfepTB26z/sFLwyhv1GYywvPAmS0WjXAPfHHgEkpy6Pq1vjsMvt28A+a4JIdrN16SI/KKctAb2k6fhBAPWROH5EgDQXeel+SwvTnU331VEiEkS8xoW1on8pJ+K0f3U9GviYsD8VOy4DVCXw4sXcEBOA7eZRmLHfdG0an4kqSJUn8YOTALZSjOLcOOvfvgzHPOhftd+EA4815nw86dO2G+WiayY66Yg7lSDqoFdGHHPiI+Mk2AQpGUHLlKCYxSBTLlKtUDd+VjNCdLQZB0IOIBCQGra6fvkIeFVDug1wblrduH5cTKUjmIel8qM9T6bkWHOGYVf+suPxHKDNoX/ozbUOtR/J1Ug8iXXR6E5xvXwwPHdSgGWFdlSDd5SXDoaSoiwlaQMz1tlTNY41J0xHkhkHSYm5tzvYKICBwQI5ER9jrzzDN9133oQx8KnU4Hbr311qGeh1nENPY7BsckicO3Nya9RMZ/8JTS/ROTIEnnXKVQ+qL6yFr7rbD/yEC9Axa92mBaTeiaLTDlqytfmOrS6W5Bu7MBre4GtDob0OysQbO7Co3ucdhoH4VDJ++A3975S/i3W26CG3/+b/Cru38D92wchFVYgw3YgjWrARtWC7a6HdjsdmCr24WtrgnNrgVN/LdjQhv/NU1KE6EXqkkt8HlRqCr1xWmsj2UcUuohzEytHpJDHTOtI1/dPq+OZYa+7O2YzkvfflovKh/WX3IcIvpm1lhKV+K84rbwLW95izSRd144kRIGfJbhMqVSCe53v/vRBME0YGIUHTiT8rWvfc313v/6X/+LZkhuv/12qkX2A8p10X3+z//8z+n3D3/4w/DFL34RPvKRj9As2cmTJ+Gaa66Bj3/84/CYxzyGlvnoRz8K97nPfeD73/8+POxhD4vVTp0YoNlirX5P74RHUXh4y1jUdmg/KT//Qgf9cTw3YpMHmdABsx8pEJXk0LccdQCUxIC0n/mmWMb/Og4TupIo6Oh1ksNpXJ9z4KeWGBIx5UtKhamJ1EyPN87WA9/7Qfl66JG5ktgSCTGizIVi3eQ5FbWw2IaujLItgFWs06w9kSNEBJSglinAqeUqLK6cAhuNJqyvrkFzcxXam+uQMztiRgAd2OuLYJUqNJjPLu0EqzwHDTQildMjWOqCBAcamC6UclBGE1NUdGBnKYtpL5KQQYVFsUydEXXqyAcEZ3awVEaaldF5kmUnFnpeUESsIA9w6YKB++tCu2OSTweamtqzPYUCGZIKJUoBIIfrOvcTqji6XeHvQRF5OmGB+yyg/4hB2yFySTMjJW8PjP/FdbG0Rt3BpD4pOG1VZS9yxmUcEbNJS1fiAEkyfCXBzTffDIZhwK5duxKtv50xLf2O9BByb6ap5kiq6kjTp8OjCkgTkVQdkwifko3I0bs+19Kl7EiCfmUsE0IM+Znm9p6v4L6ypSfGIcivoy39PhwyX/l/6KamLS3SVhmcGkYesu0cHNky4PcHi/T+Qg3VHvOwOD8PtdIcGBYaqBfp3yz+bOWF2gP9s+QdSz9LlYde4uJbYuw5SqdyRfRBkAxQZSt6sYffXRU3OtXlsUZ9QhgIQXeb3zVuYxqeNKUdFZSaJvZKMXHf+94Xvv71r9u/h/l8YZnsn/7pn5Jy9I/+6I/o2fbkJz+ZiP7zzz8fJhkTQ3T4ATsLeIMvLCz4/r3VasGPfvQjqlFWwA4fSk+/973v0e/4d5Sn4nsKyEhhBwaXCepwoNQUXwpeUzk1OFOd96Tmn8Msce2raOjXCUiT5AgpWdE3HbUEKDPAwDlNgmNcJEeUsikvydFXzREFHnIqKQKJqSgqjgESiVTnN4hsE21z/2yXvajlcfBNf9RUIXIgjoP/bKUItXIRStmdkMtYkFk/BqsH74A1swlt9PRQpRzFGpEk6vohwYIDfyQvhKIjK6JXu10AVISgr0hOxNuKMpK8S1AlrEWEXBUJGpedBaoyOiICj06zMiOlhF7hsSGMQdVxCm8PIh7whcoMYk9kR0ypQNR6PiamRHLI9W2CRFODgPrZ7l0Jfw5aD8Q+SbXiUp+Mvqtrdrv0ir788DpE+Mz6wQ9+AP/xP/5HSl7B31E58KxnPQsWFxeHtt/thHH1O6L0ORizj3FF4Mbbr5uA8iM8Ui81GTMpFeuaeMo21MDckj8ok1NR5uh4eShjUxVpK5Z1SA/TEs9ww+qQ14cgPVpgdA04crIBR1cPwm135UWE7cIi7FjYCbVKjciOdkaQHjkrR6UxVO6iPMzkeSJVqLw+bmVs73XVjUiDCA47ktYn4ScWrPj3jp95ub25wD4sElru3SLNMSzCNAxxVSRJvjFyuVzk9Lb3ve998PjHPx5e/epX0+9oho6TBDgxgET/JGNiiQ6sb33Na15DDBJKfv1w5MgR6Ha7PTWv+Psvf/lL+hnrZ7GG2dtpwWXwb0FA1uqv/uqv+rYziOxQHfkksaiDIHK5Rtis+bBJjgiqAHo/aNNRVAsjIDn8viyHfbn9CLVYcv5BzkcEciqqAod+T6G/E6ecxk608SOr8G1l5qq1VP0kPC1Md6ytJDnoPSQLUDyBY3x5EpD0wFrZ6sI8LJazkNmzA7aOLMHqyZOw2WzBqpWHTg49KARw2WIOA+cs8vcoUsRsBqDddTpCFNWKOxJqBz3nXXRYLCpfoXbblSTYgTHAQtKAfD3cxqBkSCrLUIjLsDs6mH6SJeNWIjy0WFpal2aHVAmL7PbapqlZSXAgWSLLZpTyBI+r4/huuEkSUfZCsX7SO0Xc9OL8jAMWRuvFiYwdYrwslr6g5wPKTnFQfMYZZxDRoft2MKaz3xG1zzEqNcfkYFi+HuPFJJat9CU7XDNwvddlNnwCktxrZkRFiFSSyvhagq0K18+n87Oe5KJID3IFU74ekvxAc1Pl79HdbMLa1nG45+A9UMyVSOmB/h71Wg1qxbogOpD0wAkFKwN5/Bf/s1DBqggWXeGh9YkoMMBNXHjVG2RiqggRj99E0AA+LjEWRmSoMxi4vhVtu9jWrl1YPDrEcQRwkTLdbqykt1//+tfkRYWlKA9/+MPpGRSkYkSC3tvPwHLNz3zmMzDpGBvR8bGPfYwM1BT+6Z/+Cf7gD/6AfsaZkGc84xn0YfnQhz40lvbhbI1+UfHm2b9/v6/MMqiUBTGKmvJBUkUixcPG2X5M49GoJEcmovlokAFpbFLD0169zWP3VvHcY/2WSxRZHJOc6reHsDKjWIaxdjv0OolgY1Rv/6wfOaXIDt3fhFbBZWjgre1bkhz4PglQM6jIQIWN44JOKgvkKXDQX6hAZdd+qOw8RUhXizVYb5lw14ktOHjsBJjmBuyoCh+MejELZTT7RHNQPBdY3lGtg9Vpk9LBqC2AmRelK+rki4QWgEoeY+iQ9NBM1FANIstRvMoMNAPt5JQxqCOjFWU5WL7SFcaksoyEEm1A+IgosoLKT+xzK4gYWodKWApgattFcoRMT+XPdI7UqmSA2hLrYXyvVM8IgzVBirjMdkfw4RtF6UpUYNoKlj4wZq/fEanPkQj9lJvxBh5Byw534B5GdpjbSnkxbMS7jvFJKN9ylyHPmEdTdaRIpqlSWK0sSMTVqr+r4T52KBy1YEZrk/2xVP0b+l09t52SF93QVP3dKXHJgdHKw7EtVF4WcDoGCvkKlbcszOFrGXJZVI4KtQf2ZHKAiXSo+Mg65IfcF03pWCFKCXlUOslhKnJHHrz3M6P+HhdOkW30+9jb9n7bwLa1M20wu+ivMrrPOu7JTLDOv/7rv1I5ZpSkt4c+9KFw7bXXwr3vfW9KbUOSHZ+FP/3pT0kt6gUS9H7kfphgALY70YFmX3iiFU455RRXZ+O2226Db37zm4GzKogdO3ZANpuFgwcPut7H35UcB/9FqemJEydcsyv6Mn4IY8FcX8xaTalX3TGSGf6ECo70G5JJxXjUd9NJSI7AfUd4mI1YuZGUC3MltShp36B9zRDSJ+51i7S7BCTHsMvB9EV6lrdj5rTtav4eeDwq8cWdfoIRtnpqDJIBRaiWirCnsggLu3bDZrMNx06swvraKrQ3ViFvCAGraggSB6qURETiCjNS2jxujtQZ+K/wy3BiYjGuFZc1RWkIkTNaKYksXxHqDv2Y0YA0B9CVPhkaWUGVLYZUZ6CiQx209kcqd6ESFn09sQ9RsiLWU+3E84glAOgpgoSOUII4240cjzyM1JUJIToYs9vv6NvnmFb0+eLtIUkCI0v9BtWz+VmbaBKl53rOpuJmqNfTPof+JUDBHmXO6qQ9leUurlIXLHGRcbai1KVFcbamiZ4gWeiaTWgeWYODR+6BrFGEWqUKC3NLsDA/D9VKBbKZPKDWAx0+SB+Cz2VJgijiI4wkCCI27Pc9x2jZaT7xYNIMkn6ejL5kh+H5XvGSLH4eHd0Mnl9RxDJKxCZWLIAHP/jB8NWvftX1djHgmfKf/tN/cqW34XPxtNNOg3/4h3+A5z3veTBLGBvRgYyRlzVSnQ2U03zrW9+C5eXl0G2gNPSiiy6Cb3zjG2SKgsAPOP7+4he/mH7Hv+fzeXrvaU97Gr2HrupoNIZSnVSgDV50dUfQYHRSEHlAGXV0EWQQGSOK1F4lYBeRCI64A+WUfDf8jqWfosfXM7MvWZOJv52wc+J7/NG8VKLc0ro6Qm+r33GmreToWT9kmaBr5XymVUeit5RHKUEMbcCv4txUyosgC+S/tECe4lqzGRNK6O1RKkBlZRmMlWUqe2lvrcP6iWOwunUUrG4JjPll6dVRALNYAytfoV9x56ioqBWFuTEamBYMTG8BjSQpiJ/R24PIB1GGItJP0IRUldo4j3psG6WmmKYoW0FPEFXWIo1M8eGP65Nhq30yMmRiasn1hL9HlmZ58BzheqZ88pCJqX1DCANSC71EkNApoCmpULiQioSII3n/jFDVkTReljF5mKl+x4SoOfR1hl+OMRufrcHO0yQan0ZpjzHc+yVC7GtYewZDSMSwbRjvOVZ7dqpf2YvPOtAV5Imm+nA+ym7Vh/LlQrJDvO/E2qLiY7NlwJHVu8C406DvtuWlneT3VK/OQZbWwehajL0VCo+sJdUiwh5c7lHQIF4oZYebUDAjKzqilIzYzmLa7ntJGB/D+gjXH9vWyTSJMBqpokMmqcRaB692NhtK0ocBCflzzjkHfvOb3/j+HQn6MHJ/kjExHh3Y2fiTP/kTcnD9whe+QLVGShKztLREH0DExRdfDE95ylPsDgVKPZ/znOfAgx70IHJKf+973wsbGxu2GzrKeJCdwuVwO3gTvOQlL6HORurO5x51B73lMzCP8nlJdeYyTsc7iVN5RIIjKskBgyg4BiQ54hIcg6gaEis5vG7eAX+LXK7kXTyA+Emi5Ih0iEkGhhGUOaqdScvHAv1SA1JecH9U4aJvw/YEETMsKsZWKGRE50QM3jMuBQeSDrX5edhRr0BmqQJrxw7D+vGjsLaxAVuttvDNQPVDV3plZAEKpvAEISNSqZqwQRGvmIaSo/QX7GLa5XVUFiKUIIqwUSeA3M6lqahO3lI6TRaFtsqM1G3iqmJpiSjxdCiobdJYtEelIdUnRJKofZJSRm5/HIqOrhnLYHSYZqSMdDET/Y5A8H04bEy08mLiYA6P7PA+k4eYuBObgOqXVBAreUBtHxPkrIA+nRiHKKNTsXn08BAKEFzWa26aMVv0b7uxBVv3bMI9B+6CUrEKCwvzUK/PwXx9HvJY/orJcdLPQxEnWOSCKg9FOHgJBC+R4SUvlPLD/2ijqSiwDd71/EpsNLv1SN+O2NYudMDUyotGAVHyE+97ZdDvofX1dfjtb38Lz372s33/js8uJO5f/vKX2++hGeloifspJzruuusu+NznPkc/X3jhha6/4SzLox/9aPoZLwSagSk885nPhMOHD8Ob3vQm6qDgul/+8pddtURXX301SaJxZgUN3NBA5YMf/GDyxsovFVdEpf63PoOwMMIjzphs0JlMMlH0exio9sdQAfQM/oZEcgxrsByV4Eir3UmUHL7bSbBO0HWPcg2TIlDNkdSXw34v0/c6+cU4h8GXSAvoOPUQTX7eHq4Na7Uh2vGgWsHSBvRIVjiWF1mYW1yG+TkxE92xMrDWzcGJZhc2Dx2HZrch/UGytB6VklA6ieUuQcFdUlqLpkZBRYckLBQB4bRXlqtIRYa7jERWqKgEFRe7I48RfTZIzSLKZYhGyViijXJHtkJDnR80L8X1UKqiymy0czoOTJJHB2Mb9zvSxqRJTBkxSJSEqo6xX/Mhkh0TQUoNQHZEgcsI1tlnz3FZQvHhJT3Esr3mproKxMiIRJduowObB9fAOIiTJ0UyrJxHU9M5JD/qkKNJG/FcR2cPpfgIIx98Dz3kmqgUmn4Q8a/Yfm2fMjbXD962+W9T7LtrNWXfb8LjZWPiv/7X/wp//Md/TOUqd999N3l5oCIEjbgRl112GZV2okEp4mUvexn84R/+IfzP//k/4dJLLyVT9BtvvBH+9m//FiYdE0N0nH766ZGkQbfeemvPezjLomZa/IAf0A984AP0GgZ6CA+fUhbfQdEA3+2xBrgh7LYtxw8jPALWCVouDXJj0DIVPJ64ySne5g2i1ggsg0iJ4IiEEOIg1KskomlsWKszKZIcaaiEgsiOWJ9B9TkKOHdB11yVudiRcvoxWJLUIJdti9QRdtmLOpZ8SXhyWKLWEuWmc/kyVI08zO/aCyfXNuDYiRNw5Ogx6HZaUMxlqGwlg50EGYebKVVEJ4e8PfLiX1MRFRaVkIgyFhn32rUEQWEIE1MqW9GJB1wWOxI50ZWgkhdqekaof3A9erq4vT1wbfIhlUam6J/q+JDItlKcG7azYEf5kmKEEmFSVrtFABMds4tp7ncEI8L9F3LMgwwGAwetsWato00YDYLZUGHoCR3ThBF5eoxF1RFyXdKoY/ddr+v72bKXtEtnhLoj2NwU7FIXpC46mU0xSULkB5a4ABxfuxuMu3OQzeZhaXFRqNXqdWl+iobkwiuE6A97m4Nc64Bxi61K8Tvo6PvzJqz47R/TbEat6AhuTzDi3lF33nknkRpHjx6FnTt3wqMe9SgyOsefEVhmSZ5pEo94xCPg4x//OLzhDW+A17/+9XD22WdT4sr5558Pk46JITpmAT2Da8/D2q+cJdl+0n9IRzLp7GnIYASHXV6YQqJKEgPLYZAcqao4+h1T0DUb5OEeIxkncBMpKzmiIs0o58DrEnDOvRM2ftfaj7BREGUZnntenSoVaasIVfTXkOsjSVKvV6FSrcKevXuhtbUFrc1V2FpbhdbGqiyXwRkcYewpSl6QeMBSG8f7gtqgiATvgeEsCck33KoOKdCw13MdG+4LmQ76N6N5e0jTU1VWhO/Yig7ZVlOSHbRvUeIj4uD6R8pNhEfHEONlGYxZxKhm9WcTY/DsiEtcJUlimfpSo5Dr0k/hEReB/RWp6qBz7DOpaavLFfmkVB/4J1nuauEzGBUTMtoWFR9mCw4dacLhI4eI9EAjUyxzWVpchgyWukovD7EBQZzE8cbo599B5S/UJwjeVpT9dCPsv2u1xfkZsUdHbC/SmMt/4hOfCP379ddf3/Pe05/+dHpNG5joSJkp9iU71Dr2Mu47MirxMRDBEUZkBA00+5AfPURBCLkR1PIwkqMfwRF7gJxQDRBGyPi1e6jkRtJlwxBD5RK4Cc/vocajntKvQZUcSQiOYShr/MkNp3Y1cL2Q+0iQHFmwlKO4GvwTeSFJChVjCxmozlWhuFiDXGYvNDdW4fiBO+D4kSPQam5JdQWqJgqSeLCoxAXfzkqyJW9opmK4X4qUlQSJJC4QOG+DKg7qFuH6+sHTeli20hXXS/qD4GZFWY74hXYtVSR0rPgeqk3oF8s2TVWHTeU4dD4nXdExC7PFjOmDOSXlC5Oh6kgf4zQJHYK6o5+pnJfZD7uveh6O/qqOfiRE4Lf/xN4rIdcljmmfz7kJexLay2oRt0r54WzFHW1rD/ult4UiN/wUH/ReV6o2OgY0Dp+Eg0dQ+ZEVhMfSEplb4u+k8rCN3N0m7v2OY5iISnhZaEQKKnllcj064ms6tg+Y6BgCfMsmQr6Iw4iPYScKiJ1Ee0BEiVmNSnAEIY0Bsi/8/B0SEDNRSY4g7irweo4rqWEAVU7Q4ynUS2EI1y4K+qbfjLjzr59nX4LM2x7N10P/bsGBf9bWS+iRthZJ5/eesg/27t4NW+trcHx1DU6sb8CWSSJWe7N2F0ZGvzoXVnRKiGORpqSuJineRfsZZ40yiuxwjlA7VrEfyxB/JYJEU3SQesRAiS1O12gJNfJYdcNT73kcFrh0hTFZGCBmdQTfc6zOmHKzU+93apQB+Yien9N7b6VPgvmpYPzuFddyLiWOX3scvw/Rz9Y9PhzFh9iuFmkrvT7Q6+vosSP0ymULsLi4AEuLS1Cfm4MsGo0rZafrua6RIKmcl/TOMx63KFsZ7TPdSjCBxzRHMJjoGCV81B2TMOgKQtAgIkqZR5Ij8FNyOBs0h3ZMoyA5UlNxpIU+xp5Jb0G/kiOvGietUpU01Bx9P2sRP7NJ4TcR1mtiGiLPzOAjGLsIlk0ECLWq1u5sDspz81CeX4S9GCfXzcCxk2tw9MQqtE6u2cvitbP9MugN3C8qR8iMw0WyiJIX0VBRfqKfVGluhrF5yphUW4/2I49PlKN4Dp72JUpXSLmiqT98y/+HTHZgdCi+4izPYEwjRjeoHpFPAyMewr5LBym38C11SXYPBPvARFN1jC8pJ6FRaR/EPpbQGlunfb2lLuGkh25wimhbJhw6fACOHD1Cqo65uTqlUeGrWCj6EB19JqN8J7ziPWuTXPdRR8s6LY1LdEzGuHESwUTHMFJLglQdIxo8+e4ywWAgTvJIko9YHC8H13mOkQbjhyClQtoEx6SrN6IkzkQlEqIQHOK9aMduf3Y8JStJylWCCLRY0cQDSGP7ffb6fTTDvD1k5YqIYO3ZsChTcX3fZDJQLBZhV6kCy7tWoNHuwtrqKkVjNrY2obm14XgJ4QyMLNMTxqSCdHD2K/ZJBIvdLPTkUMkp8tpJM1LcLpWgyGhZtwJFHIMqebHX04xMVXnMqH06LNOKp+hgooMxMsQpdZzCjvAQ+kqJBgRRkuiGhHgD84TKgaj9w0knOyYeIWQHIuTcDkrQ+PqghJYbKW8PhLr/VamLSHWxV7cNTr1KjSzgoxN/PnJsDY4eO0A/F4tl8har1Wr0KhYLjqLD28exz03E40x5UpGKSKzOyFNX4u5tCr/dRwYmOpJCDQBCyI6+GEFdYVyCI+w7Ii2CIzLJkRYCYlLjkBxhPgrTSnDEidWNS/ZEIjkCOrFBJEeaiJLcM3F+QEGlb9rPRD70zNi4/T2cZQHyWYPkpfhSpqRWqwGbqydga+0YbG0i+dGADm5T+WWo9XFTpPYQnh12O2wfEe0Y1GfcvmecTpdrPb3kRVeCaGUyo4bV7YLlrZnpszyDMVGI8MXOM4KTi6GSHSMo/wvHdlP3jNCk1Af6fRRKFql2aIamAkbvdnTVB73hRNoisaFiYlW5y1ZjDRqNDTh8+BD9HWNNq9UaVKsVqFQqNBmD5AemftjNiHCPeMtWgkiPMCWIVzniRPPCiIkOLl1JC0x0jCuxZIhkR9SBYVxSg9YJ2R6mOPjBO0boS3L4DY7jStT6KAJcy/bZll979Tbb7e7Z8BgH0DGMZOl3n+aHqSb6EhxhpSoJY2/jqjlCVSZ92hEFo/CH6Oej4nsd8BCxc6HuXUVguEgOTF2xKLXFeU8smiuXoVLMAywt2Neu1enC6vomnNxqwsbmFhQtTKC16DNPqgyZAEORs2YXoJt3EzRogGpkqcymiAoJXFd2mXDGJp/N0HoZs+i+LpksmLkCdE2L9gmuKNvRlIpw6gpjItC3vj5kvSlA6Cz9pJhNji2y1BmUDkRIjZvUCExrSYnsmORJiwkiOxTC7iX7s9hTW9vbbvcSuslp1zY3Fesq4sKt/EDVR+vEOhw/ge84Ks5qtQrz83NQr9cgKyda0iA6HOiTEtnAZUyzJSa2tSPtDnNCA83Yhx27so3ARMckPPRSfIhHGXyNiuBIRHLoyyZMVYmCKIPlqCqOWCUQE0ZwDIXkCFJxxDkvA5asDJvkGCbSVDQpxZmX+PP7fHrVFronR76Yh+VSBRYxFUWSHEg+KKKDyApDeIXguc10226iA5UaFIubgY5cT28DkRdEdHTcM0locKbtE6FSWhRWVzFGd8hmpAabkTIY2xJDIFgGKb2IRniMMwEmKcLaa8xQ+UpysmOU/iKBkb9BRuk23OqPaMoPsax3/fX1E7CxsRqBjEB0Y/p3eP8e9DnH0hXsz3h9M4Z3HVjRkS6Y6IgJ7KhTZKTdGR9f7WZckiMJwUHrxWxHkMp7KJ4cQ/J3SKTiGNU9kKJXRJwxdVh8rt/gPNI11I4ljgpnIETwDBlIpTVEksOVyOTpC/VcHq28zv5dg1J16L8rnkPE2rrLi1xpL1KJocpdej7zRFI4nRLvurierTjR20svCFxvHGCig8GYAMSdEBpLn2x0BMP4TDXHgVktb5lssiMSoRTB58PZFrivoyW8PgQC+mKu645eGRE/a2HKYd/zp7cl6jqTEy+7fb4L4oOJjoRwkR0I/QE8RCVCUqSt4tDRr3y9H2mQCsnRT8kQ9l2s1P4pKQMGGjwPY/YoYnpOEoIjUqpKApLDD3HVHGFKE992ev4WZgKaRtlKXOWG3z77NiPI10P2ocK8ZvT1vfeuUn7onxvaJnUVJGGRIOq35zOip7WMieowuyaYMYgOXJ7BGDumUMo8/bP0U1jOMjX3VC/ZMUn3i187ol2XdMiO5PsfQN3Rd0UrIvmh4NNvsMtg5OoBxEjwscaYpJiQ+15oR7gfkRaY6BgArtnVINJjDG0ZdjznICUfsfwcopAcERQBUY43MwDBMXBc6gjJDfvvfS570GA00Hg1gR9HYNuGUa4S83qFeoUMQHJMSnS0tw/lpwZxtdSVe++QJHht/O6VQMIisEa7dz992z+qOuaYHh12tC+DwYg9Sz8VXh0pYJIG6dODyVR2BF3H6ERUb9lG0n0GLZMG6THINgI9P1wI8L3Q+gyxWpBSH2HUaolkpSuT07ecNDDRwWAwGAxGWqUrYaZFDAaDwWAwGAFgj450wUTHsNUdI953XHjr9HUMMtcQpOJITRkRI5I0iQ9FWGlG7LYGIWBmaphpHoPcmrGULWHnJ6YKJ4maI1L6S1S42jseNUec/faU1YW1KWyzITOn3tKXnntjCOkE4woMsLoWWIYVa3kGY6yYIOXYJGFWZz39fRtS9guZ0HtqGpQx8ZQdpv+Db8DzP/IyJw/89hv5ug147EmOeZz3lChcielNOKPfbWmAiY6ECDMBHCXpEXUAFJZYpQ8Sk5QJ+O3L9TtFxnoWikIaqMFSICHg76EQZGIZdGx9zUbD2hrBfyKsrXp7JxGBpSpDJDmSlqz4nsYoJTURrlVUI1e/NkxSuUoY4rYzsT8IupdHvOejLDfs84vxtXF8N9ijgzFWjPn7ZugDBC5fmW70K1+ccq+OdBJzwJ/wSOGzPW7CY5QExCDHONbzk8E+Ulyvx/Ffz0kFEx0MBoPBYISUosQpR+HSFQaDwWAwGEnAqSvpgomOEao7/DDK2d4oCrgwpYbftnre76PecC8bz2w0zOSwX6mKnzpgqCapQW0OKYOIeyvEnRSJs/2+yoQ4ZTx9yozCVDhpJKyEXrsYyht7mRE/T9JW/OjXMU6ZS9pt6Ln/ZVsmQcXhLUUxY8yWmFy6whgXpkQ9NpAhaRT4PJNGNxCIVzKSONFiHOUrM6DqmIQBYXRlx3BUHaoNk3Au4mKUaTPTVbrCCAITHSkjMMUgaPkxlC0MuktfMiMNUsNvc36DzQCyIArBETcqVbxnJo667VcGMcgzK+691o/oCiWvXDvuQ3LEKDXyIziilKzEjin2tDu0fTHur36Y9LKVNNsXu/RFLu86xxNYxkVmpDFkpLg8gzFSTPj3TBJMSznC5B+vd8Dcr+zHHC/Z4b2X4/hT9TmHwxoAJ712/cmG4ZMd004MTHPbgxE/XnY2z0M6YKKDwWAwGIwAWF0kYNiMlMFgMBgMxghSV2J6dDDREQwmOsZQzjIseCXpg24jECEz42mkkQSVpzh/j1+mEjkJJonBZgpKjn4qhrCSorgq0FjLhqg5oqJfudHQ1RwRVCdppfa4duG3YkTz2kEw6SqSaYMZt3SFPToYEyv5nxGEGZIOs2wl5SSp0ao64iw7QlVHlGVSUHUMeyA4iKpDrT8OVYdqAw+Up7t0hYtXgsFExwgQt8QgjUFNKoOdJIRGAt+NQb0s4g6OUyc5BvCgiJosgssFkR0ju6/8OpAZo+deiFpuFJfgiBr/G8czJA4hFaUMapyd5GEjiDyddWJFlK7E6Ghz6QpjVJiJz56/T8fEYIZSXqYWvmRH8H0zzgjVpERVONkwvNjZaPtnjBIcL5sumOhIiCSE6jAJj4HQZwA2EKkxgHoj6oAzDlKLj/W0Nc6gOUn7+3mLDIJBVTy+xMYQrmds41FvuyOqOJLea773ll87YmBSPCuG1Y5JOb5+Co04Kg1WdDAYM6hGifUdPqEmoNPc/phkx7gwUrIjZcKDyY5JAXt0pAkmOhgMBoPBCIuXjeG7wR4dDAaDwWAwkkDoObox1+F+RxCY6BgAKSvHJmpmYigqjohRnlFn1oNOeyaKGiJRhEafkpuUyjPSUHOkWk4Q95pHLDuKq+QIjAAeJAEmJTWHux2zoeYY9/4nBWYXOx2ZWMszGEPD1HU4oiDBzLxfScmwygMTbdeYMEXAgEjZF2KWMeg1VNuIpbRJaUAyC0ks0w4883EVHezREQwmOmLCd4A1DeOBiA/qUH+DYZAcMciBKB/jTJ8BcuSSh4B297Q/JbPRQQiOoXokxPQnSZPgiGo8Kt7rf28Os7QokIBJ6FkzVDPhCSE5poVIQYVGnE4fKzoY2xVji4MNK63kAcDslK/4YvLKV0YbF+xBv+dqxD4CEx7jA6a8xU5diWGYvt3ARAeDwWAwGCkRHcBEB4PBYDAYjATg0pV0MXk06BQAZ01nMWkgjWjY3o0a2uy5Yb/c72fEy3LPqquZdSHjirCrJCaRMY7bt/30u2g/LeNzDHEVAqhi8CoZ1Es/jpHfh57j9ov91c+F93wkVXPoxz4MNYdqo/daqfsu6v3Xu9PRlqxMk5pjUPjda0MtXYnzYjNSxpRhajvJ+B075WlW40BG+y8cXrP4MT8bAp9xk3kPCIrcmix1lLczGaEdY1NqbXMz0jivuL3UK6+8Eh784AdDvV6HXbt2wZOf/GS45ZZbQte59tprIZPJuF6lUgkmHazoGAB+A4tpGCT0GwzGLeOIul3vdqKkcET96PqVrAQSHDE6RlEib4dRpuK9jWINYtXxpRGJF2Eb/eJ/Uy1XGYTkCCmT6nfPBfm+DHyP+ZBF48Io9z3ovvBcj6q9ZEYaQxaKyzMYjPEnr0wegeN9LgTHow5rcOndbuwShYn16pjMEpZBEOy5kkJZUczr6L1vJu+zNTuwaNItpqIjJuH77W9/G6644goiOzqdDrz+9a+HSy65BH7+859DtVoNXG9ubs5FiCDZMelgomO7kB9qQBV39lvfxADrBg3owmb7k6g44gxAg45nlJG3QT4iPe22dxrjyyxlwirKfT0I6RNE9vhdvzRUHN72RW1p6D0W5/pEJDn0wx/WV8m0kRxpbq8fzK6YM4mzPIPBGC+mYyCmnhfpDdDDDEnDyJOpiRadwpji4RjMqntmEO+85Aam+vFMxX2zDeJlu90urK6uut4vFov08uLLX/5yj1oDlR0/+tGP4D/8h/8QuB8kNnbv3g3ThNmiPxkMBoPBSBFW14z9YjAYDAaDwYgLUfDUjfXCtf71X/8V5ufnXa8rr7wy0j5PnjxJ/y4tLYUut76+Dqeddhrs378fnvSkJ8HPfvYzmHSwomMECCs7GLnaI2g2fxC1RpTtxyz3COOHMwOWO4i/mUNRcsQpe/C2t6fNPu0eGCmoOaIoOQaNjx2k3CiJmiOpYmiQNsY9n8Py55gIxdkEg0pXOHWFwUhn5noKZ+Snvewi9TKYlKJMEyPwHkpfIZMWJjY2OIVypKjlT37Hz2qQID1HfEUHlqF89atfdb1f9FFzeGGaJrz85S+HRz7ykXD++ecHLnfve98bPvKRj8AFF1xAxMh73vMeeMQjHkFkx759+2BSwURHUvgNahIMIgeVYePyqZgQDrGcIclgOMpZiBMfmybBMQgpM8igXm97JNJpRNc2KckRmfCJ4ckRheDwts9KGFUclUgLu7962m+NdowwbSSHfs5H5dNBpSsxvmO5dIUxTdh+A41xeTnEH7ikQVDE2Yb/gDrEDyIlwsPvHpxFA8zhlbCkMCGWwrUMIjz6lUz5rbO9kax0JZvNkodGXFxxxRXw05/+FL773e+GLvfwhz+cXgpIctznPveB//2//ze87W1vg0kFEx0MBoPBYATAMtGhIxNreQaDwWAwGIy4IA1pTDPShNmA8OIXvxi+8IUvwD//8z/HVmXk83l4wAMeAL/5zW9gksFER5rQZ3UTzqInMTNVf4+r7BjGbGjUJqRh3hmnhCCu8Wg/JUdco9S0k0Rwmb6qjpSUHHHVHOp4vdfYe+3iKlsGUXPoGDRhZZA2BqmF6PcIN5XfKZymqOtpU5CoUpRYig5OXWEwxorg2eHtQUKq2f8k6oHYqo6EaoB+M/jq74HHECpvnM0SlmCkpOpICUnvO4Xtru5IWroSa3nLgpe85CXw6U9/Gq6//no444wzYrYSyPz0Jz/5CTzhCU+ASQYTHUmBA5awQY33bwMMOtVAJirhMSjSHDclJTSCBsahySSDDIxTKHVwbSomwRGF3IiEFMmNQe+pIGJjFARH1GQf1348v4deu4htjFJiNMjnbTt5c4yL0EGiAzsFkZdnooOxjTHMaNSo+/fH5AwER1FSM5bBdESvh1ieR2H3U99azsmMnE2XhJq8EpaBmzAtCUBDA6pIh6vouOKKK+DjH/84fPazn4V6vQ4HDhyg99HAtFwu08+XXXYZnHLKKbah6Vvf+lZ42MMeBmeddRacOHECrrrqKrjtttvg+c9/PkwymOhgMBgMBiOU6IjegeTSFQaDwWAwGEmAEytx+hxqnTj40Ic+RP8++tGPdr3/0Y9+FJ773OfSz7fffjsYhkMUHj9+HC6//HIiRRYXF+Giiy6CG264Ac477zyYZDDRMSqom3ZAZcc4yk0GUWUMOvPfV6oft3TAdyfRVABJy1XC1AA97Q1q/wCJN8OauU9yW4xCkRNHzTFIgs+giqFUz11MpHVPTFPZzMjMSFnRwWBsG2yv2efBVR2jP1eTW8aSPlIsYRkwiWXg3W+rz5UXoyld6QcsadFx9dVX02vawETHqKNa8W8TQHaE3eNROvVx418HITf6Ra4mITf8SgriljoMQnJEJjiitN3z+6hKEqI8B4OaMug17VeukuQ6Ri1ViX2/RWhfagRDBJ+gaSQ5xkmocOkKY1axfQYSrLJKt0QCEnt2JBnADla+MpllLMMpXxkC2YEY0/N3u/p2jNKMdDtgcj71swQcYIS9xowkJIfleYVuP4GhqOtlWa6X2KjpvORgU716G+As1/OnjOEMkrXrkZTkyGgvPC718h6L3S7vQDmkrd42qvb7/Q3br16jRM+187xcy/a5pmKZgGvqd/1SIjnUNdOPR7XXbmeEtnnb2fteOMmB7QyMW+53Wf3uo7R8XyZYyTGKdqjrEuc1TLz97W+nWLdKpQILCwu+y6Dk9NJLL6Vldu3aBa9+9auh0+kMtV2M6cIwBw7jGpRE22/6fbD0/DAmh5Dpf0zG5FzbyN+55kSd4+F9Tox0r49fh27EmMW44X52pPFek9Enm0SwooPBYDAYjAB00RYsTunKkImOVqsFT3/60ynP/pprrvF1QkeSY/fu3VQ/e88995CpGEbBveMd7xhq2xgMBoPBYIzWo2OcZUaTDiY6YkKfNZ+UWc1pQVA07MB+DX5/i6Gc6RdBam8yZBux/DiifoGFKTkC2h71lhwlOd+vTEUs0/+cxFVy9Bt09o0qDipX6XO/hcXcBik5whDnczIKjPp7b9zfs10LyY54yw8Tf/VXf0X/Xnvttb5//+pXvwo///nP4etf/zqsrKzAhRdeCG9729vgNa95DbzlLW+BQqEw3AYyJh6zOPuXRtrKIIkxw/AUGHeCTbQyCQVzvD4PkUtYJq+MZXhIOXaWfTtGBDzKuKUrk6NUmjRsh0/60KCXC0xbVGNcqPKMfn/3W86vNEAfVNrlDHFKGXyWdVYyYpes0M8xvz/1UhV1bOqYkpY89LYvuN364Fm9omKYzyrf0qMBSI6k5SpRSY6eMiOfEqk0SA4v/NoY6l3jPZ+JvGkyA90T4yYdxgFUc8R9IZrNJqyurrpe+N6w8b3vfQ/ud7/7Ecmh8LjHPY72/7Of/Wzo+2cwEKMckEzK4Gfc8nqq7Z+QczGM89T32GI9n9IaGA5WDpPkesU7f6qMxZiJMpaM9t9se3SY8V7jbvQEg4kOBoPBYDDCFB0xXwh0J8dMev2l8uiHCYx+00kOhPod/8ZgMBgMBmNSEZ/o4NKVYDDRsQ0VHkFmkX4qhZ51A179tuPdn68ppf23AKPRfioOH+POIEWE+LtbEREFfudn6MajfZQcCnGNEdP8XgxUcIQce2zjUVqp/3kIQtg9GalcZcCSldhGt2ETJ1HUHDHSeEah5hjWd+KwVSZmXEWHnFt5xSteASdPnnS9Xve61/nu47WvfS1kyMQ4+PXLX/5yqMfJYMxeV9QcuSoi7ZnmKG3xtjlNVUf04wlQDaT8vZ++qiOuIsMMWC/o/f4YnQonRXXHBIxxZlXVIaxI4/03DUqucYE9OoYIb8c+jQ552oMF7+b0JobJ6JNse6BIUe/fQjw4wuJXo3pa9Dt2L2njbWOs+NieAakR2O4k0be4nN/x9Lu8qQwgY5ZX+KWVhA3Yo3py9PXj0Nrat1TFp11pXDO/eNueNvZrUwCikBxh98N2LFkZ1KOjWCzC3NxcpHVe9apXwXOf+9zQZc4888xI20IT0h/+8Ieu9w4ePGj/jbG9MUsd4vBjMVPZ9qwOpsbtjTDINofjXWIOcXtG6sc0+DVJwb9jzPGzs+rbkcSMdNbOQZpgooPBYDAYjADoKo0oMBP0N3bu3EmvNIBpLBhBe+jQIYqWRXzta18j0uW8885LZR8MBoPBYDCGASQ64pqRMtERBCY6BkCUmVDX8n6z6jGY0FGUw6S9C9/ji6PksBcKZ8TDVByDpJO4Nhk0y97veCIYpvYzsUyi5FCIo+ZIdeY+gsloKGIoOaKqOWIrcSK1y4iUsDKwmiOuoW0EjMwQP+EXyyQoSSYtdeX222+HY8eO0b8YJXvzzTfT+2eddRbUajW45JJLiNB49rOfDe9+97vJl+MNb3gDXHHFFaQyYWxfTMSs3wRI3qdN2RE02z/K66n233+fPkqBgLSOoc3Gx+2cDx2TmvKi2pSCsmPMqo6J+X5LsXgl7hoMf0ziJ4/wohe9iOqS3/ve9/Zd9gMf+ACcfvrpUCqV4KEPfWiPbLfRaFAnb3l5mTqCT3va02wpbxpIknoR5Ovh9feI6/nhTbxI85Vkvz3eGlESVSKdN8d/gwaa3pfPuUt6nfxSYlzH1e94AtqnH4f+N7vdWnuDPDfwtziHE+T7EOUax8Igsac+Xir9ylX8SAQ/L5WByo2Crp36W0i5yjhJDr/vDu/nIHHZyhjibafFjHRYeNOb3gQPeMAD4M1vfjOsr6/Tz/i68cYb6e/ZbBa+8IUv0L+o7njWs54Fl112Gbz1rW8dbsNmANPU75h0xPN2mPx0kXEPJCyf/8aBaIkX0b06BklgSdevY9jo/6yMe00nqqxqAkilWUljUaUrbEY6w0THpz/9afj+978Pe/fu7bvsJz/5SXjlK19Jnb6bbroJ7n//+1OUHsp2FdAU7vOf/zxcd9118O1vfxvuvvtueOpTnzqUticlPHq2E9PQdOCBqpeM8I0BjUCCRNpOfIKjh9iwN+ZPbHiJgqTkxkAER4Rj8W2/1l7vIFkRG1EIjrCBvn5MQ5k1j6gocC0fgeBIw5MjspJjAHJKta2f+iZ1ksODIJIjCiKby/ZV7kyvmmOQeNlh4dprr5UdIffr0Y9+tL3MaaedBl/60pdgc3MTDh8+DO95z3sgl2MB56z2O6YGKQyGog0GZ5+AnfxB5fDJjkiYkOdIVIyHwJodg1LE9JMdCYgOVnRMD9Fx1113wUte8hL42Mc+Bvl8vu/yf/3Xfw2XX345/Pmf/znJdT/84Q9DpVKBj3zkI/R3dLq/5ppraLnHPOYxcNFFF8FHP/pRuOGGG6hTw2AwGAzGtCg6GOmD+x0MBoPBmAQIrZIZ88Udj6kgOkzTpLriV7/61XDf+9637/KtVgt+9KMfwWMf+1j7PcMw6Pfvfe979Dv+vd1uu5Y599xz4dRTT7WX8UOz2YTV1VXXa1JJ5NgznxFUF4HL9XsFtjEgMjapgsM7kx5SnhIndjVJDG5U+EXd+ilQ9Dbb64bwtV7uOij+1veYhgmPEiLw7z6lFlGUHFHKVfolrIj3492Tdts9bY3ro+Kn5gi731RbQ++7kIQhbxsToV9EsnfxCZnhmSVFB2M2+x2D9jnCMM5Sh9GXa0y7mmO62p/W7HnSsoNI98TEfCdHi54d32c1JVXHBDz3p7qMhUtXZpfoeNe73kXy2pe+9KWRlj9y5AiZsa2srLjex9/RgA2B/xYKBVhYWAhcxg9XXnklzM/P26/9+/fH+jyP6nMea8Aag4xI+5UWsSGWDS9PiUJo9ENaBEfPMXkIDlomgODoV6KSCSA57L/7lN4EmsNGJKwSwc+jxIcAiUJwIOIQHGmQHH7XT7XX286o91wQyeHXRtVOva39Ynj9zHfjfBRifa/ELVNKe/9DBqaosKJjdjEp/Y4ofY4kGMegaWoHGH0wTWTROIxKBylf0bcV9/6ZLrJj0smslJ7nE0B2TCvhQZRuTKJjmr6btg3RgRJRNOhSL6xhfd/73kf1x2gGNm687nWvI/mpet1xxx3jbhKDwWAwRoy4ao6k5Cpje/c7uM/BYDAYDDG9acZ8cb8jCGNzJ3viE59ITuUKaNiFRl4o7VTAWZNXvepV5IB+66239mxjx44d5CzvdTLH33fv3k0/478oNT1x4oRrdkVfxg8Ywxc1im+c/SOcuU1j9jNp+klc9I0UTRANm8bAIooRZNwylX6z7UGlDv2Opp+Kw2lvgHpjghBU2hB0Sb3X2i86N0rCyjCvXxjipMAkjbyNG6XsZ1Lbg9jmweMnq2c1XpYxm/2OOH0ORhDMsUW9TmIc6Wja2i8qNnrcrHd7ClFmqyMd68TFzk52rPHAGHPs7EiijIcBUuDG/C6bkPM8iRiboqNer8NZZ51lv17wghfAj3/8Y7j55pvtF7qfY93sV77yFd9toDQUTb6+8Y1vuOpt8XeM1UPg39FcTF/mlltugdtvv91eZlol1bEHFUOQmEctRekpSdHblDAadpDSlGGlXURKhUlQ6qDKVDI+5RqhCTHqOIZRkpIgHUhfJ0rsqRfqmMNKVQLPQ5L7tM/1S5Xk8MCvRCqsfaqNg5AcqXqwjACjIFTYo2N2MK39jtn25YjmWxC+bpxthM2KJvcOCfcRSXJ86TyvRxFHG7790U2uRD7OtOIRB0K0+y7+vTZoWyZrMixNTAtpxGak6WJi8uYwax5fOrCjgLMf9773ve33Lr74YnjKU54CL37xi+l3jHh7znOeAw960IPgIQ95CM3CbGxskBs6Amtdn/e859FyS0tLMDc3R+7q2Nl42MMeNuKjZDAYDMY0IW7Xb3a7ibMH7ncwGAwGY7IgPDoYM0Z0RMVvf/tbMgNTeOYznwmHDx+GN73pTWTydeGFF8KXv/xll1HY1VdfTa7oT3va08jZHPPuP/jBDyZug5qBnSR5tt6W0FlsfQa2n7lhmoiw/bhlDDhDnmQ2PZJk3+dLJvI5GmCGnVYPeD8oTYR+9m44yZdkn+MLu9/H+Vnw2/VA56NP6VQcRL5mce+3ADPXWPdZlPMWcd9+bUiKuKq5Yd97pNKIMVvCio7ZwyT0O4Kk7JM4kxcou9c/Gz2f2xQ79rifRN8LUdtgJN9OLJldGufEGPG90qfNMb4fk7bXu17gTH4s0+3MmM5Z1L75BAyMJ/zZN4nflcHXsptgHYYfMpY14XfmhACj3nCW5uCBAzQ7M8wOt19Hf5BtD1RuEyHGMvGmYxxTGndpYEJO2MZj+iO4Vk0x3jPWoDTqoH4A8mlS0fde956bBORO3GuYmgdGH3LDD6Hjin5tiolxkRz43bx7ZYUMHIO+m5Pg2LFjNNv/qvzpUIjxfde0TPjr9q1w/PjxntQNBiNunwMgG0J/TxemRTo+cxjlczzBs2QSBqATe2/GuXbbdDg3nvsH99lNvd+B6V/vf/+HwTBKsdYzzQa87GV/SepCxpQrOiYZ2ElP0tmP0rn3LhOLJPDOKo84OjKVAdCQnkF9z0XC4w865kGPY9AZ91ETG3p7h02apHluwto6yGEEtjHBNYtyPqO0dRJIjkn0PlJgRQeDkQ4mYUC7LeHznRTF7DPO4H/ar+3Etp+fJ9sUcRUafJ8EgYkOBoPBYDACYMZMXcHlGQwGg8FgMOIDzXK5FCUtMNExpRjEJ2QghUfMbU8yhjGLPMzjH9as9zBLrsL+Pqr9TsI1nNQ2spojmkLDYEUHg8GYIUSNbGUwGKNGkkQd/qwGgYmOCQAOFJJ29pOWy6S1f30b04JJJwymjZSZ9IHqLBEc0/ZZmwV0rXg57Lg8g8FgMBgMRnxgJ4JLV9ICEx0MBoPBYASAFR0MBoPBYDBGBu5HpAYmOlLEtM60DjLrPErZ+jhSHSYBk6wKGKRtaaiRZul8BGGY50hte5zXMQ1F2TDRxoC/GM3r8MwKg8FgMBiMRODSlTQxeKQGgzrqSTv62MFP0slX+0ya8qK/ku437r69+42y7zT3NezB1LD2k/ZAd1LIBcQkD3DjYNDr7v1cRb3vg+7zuPd/0v2HtWOQ458EYLTnEuThFliPtd4vYZ3WSzNyjsFgMBgMxmzjD/7gDyRpEacPJZYX6zK8YKKDwWAwGAwPstks/N2XPgs3wUloRsxdaUAXboJV+PuvfAEMgx+vDAaDwWAwouFP/uRP5E9xiA7h5/HUpz51KG2adnBPLCbUbGNaSoOo+0w64zmoiiLufuPOJofta5D9xd1PlFdUDGNGetDSgGHNlk/CDHwabUjDjHeQNiTd/6DKi7j7GMZnM+o+x4HHP/7xsAMK8G+wGmn5f4OTsAsKcMkllwy9bQwGg8FgMGYHmUwGvvOd70jywoqs5viXf/kXWpfRC/boiAhLdtDX1tYGrklPWqoyqv2NatA4Ss+NtAdKQWTKsDDqazgN/i6T1o5p8bpJa7+j3mfQZw6/k+nnIZRBYcfh8zfdAA954EVwX6hDPeSRuQpt+Bmsw03/fnPq7WBsPzj382yU9zEYDMbswBpav+NRj3oU9j4k2ZHtszQuk4FHPOIRqbdjVsBER0SozvTZZ5017qYwGAwGw+c7Gn010sYDHvAAOAMq8EM4ARfDjsDl8O/3ggpccMEFqbeBsX37HPFjBhkMBoMxzf2OX/7yF3DuuedKQiUTqub41a9+lfr+ZwkZaxh01AzCNE24++67oV6v+8qDVldXYf/+/XDHHXfMrAkdH+NsgI9xdrAdjrPfMeIjDDsbe/fuHZovxu233w73Ou10eCKswE4o9vz9EDTh83AQfn/H7bBv376htIGxvdCvz4Hgz/9sgI9xNsDHuH2OcRT9jkxGbTdI1SG8wyyLyfAwsKIjIvBGjtKBxQ/FrH74FfgYZwN8jLOD7XCcYcc4jBkVHaeeeiqVrnwfjsMfwQpktBkWjIHD98+HOpMcjJH3ORDb/fM/K+BjnA3wMW6PYxx2v+PAgXtg9+7dAaoO4eFx6NChobZhFsBmpAwGg8Fg9MH1x2+DY9CGO6Dhev822ILj0IbrT9w+trYxGAwGg8GYHaysrMhhOio39OILSxIdBuzcuXOMLZwOMNHBYDAYDEYfLCwswANhntQbpux04L8/gONw1fvfN/TZHQaDwWAwGNsHGxvKq8lLdABsbq6PpU3TBiY6UkKxWIQ3v/nN9O+sgo9xNsDHODvYDsc5Scf4reYB6IIFt4DoYPwS1qnL8cIXvnDcTWNsQ0zSZ2NY4GOcDfAxzgb4GEeLSqUC11xzjRY3K9Qc1157LZTL5XE3byrAZqQMBoPBYETEddddB899xp/C02AP/CPcDX/3/10HT33qU8fdLAaDwWAwGDOGbrcLuVxO0yaY0Ol0IJvtFz3LQDDRwWAwGAxGROAjc7dRggaYUIYs3GNuBaZiMBgMBoPBYAyCf/qnf4InPOEJ9PNXvvIVuOSSS8bdpKkBEx0MBoPBYMTAd7/7Xbj4D/4QvvUv34FHPOIR424Og8FgMBiMGQUO1Q1DKDg4TjYemOhgMBgMBoPBYDAYDAaDMTNgM1IGg8FgMBgMBoPBYDAYMwMmOvrgF7/4BTzxiU+k6MBqtQoPfvCD4fbbb+9rVnfuuedCqVSC+93vfvClL33J9XcU0bzpTW+CPXv2kGvuYx/7WPj1r38N48aLXvQiqjV/73vf23fZD3zgA3D66afTMT70oQ+FH/7wh66/NxoNuOKKK2B5eRlqtRo87WlPg4MHD8Ko0W634TWveQ1dB7x+e/fuhcsuuwzuvvvumTnGKG2d5nv0yiuvpM9dvV6HXbt2wZOf/GS45ZZb+q43TcfoxTvf+U76LL785S+fqWO866674FnPehZ9ZrA92OYbb7wxdJ3rr78eHvjAB5ID+llnnUVu44Pe/wzGJIP7HdP9TN4O/Y5Z7nNsx37HrPY5ENzv2ObA0hWGP37zm99YS0tL1qtf/Wrrpptuot8/+9nPWgcPHgxc51/+5V+sbDZrvfvd77Z+/vOfW294wxusfD5v/eQnP7GXeec732nNz89bn/nMZ6x///d/t574xCdaZ5xxhrW1tWWNC5/61Kes+9///tbevXutq6++OnTZT3ziE1ahULA+8pGPWD/72c+syy+/3FpYWHCdlxe96EXW/v37rW984xvWjTfeaD3sYQ+zHvGIR1ijxokTJ6zHPvax1ic/+Unrl7/8pfW9733PeshDHmJddNFFM3OMUdo6zffo4x73OOujH/2o9dOf/tS6+eabrSc84QnWqaeeaq2vrweuM23HqOOHP/yhdfrpp1sXXHCB9bKXvWxmjvHYsWPWaaedZj33uc+1fvCDH1i/+93vrK985Sv0vRoEXKZSqVivfOUr6Rjf//730zF/+ctfTnz/MxiTDO53TP8zedb7HbPe59hu/Y5Z7XMguN/BYKIjBM985jOtZz3rWbHWecYznmFdeumlrvce+tCHWi984QvpZ9M0rd27d1tXXXWV66FYLBatv//7v7fGgTvvvNM65ZRT6AsdvxD6dTjwgX3FFVfYv3e7XeqoXHnllfbx4JffddddZy/zi1/8ggKg8YE/buCXOrbltttum4lj7NfWWbhHdRw6dIjO87e//e3AZab1GNfW1qyzzz7b+trXvmb94R/+YWinY9qO8TWveY31qEc9KtY6/+2//Tfrvve9b8/3MnZCk97/DMYkg/sd0/9MnvV+x3brc8xyv2OW+xwI7ncwuHQlAKZpwhe/+EU455xz4HGPexxJ11Ca9JnPfCZ0ve9973sk1dKB6+P7iN///vdw4MAB1zIoT8Vtq2VGfZzPfvaz4dWvfjXc97737bt8q9WCH/3oR672G4ZBv6v2499Ruqkvg1K3U089dSzH6MXJkydJorewsDD1xxilrdN+j/pdP8TS0lLgMtN6jChJvvTSS3vaPgvH+LnPfQ4e9KAHwdOf/nT6Pn3AAx4A/+f//J+BjjHJ/c9gTCq43wFT/0ye9X7HduxzzHK/Y5b7HAjudzCY6AjAoUOHYH19nerWHv/4x8NXv/pVeMpTngJPfepT4dvf/nbgevghX1lZcb2Hv+P76u/qvaBlRol3vetdkMvl4KUvfWmk5Y8cOQLdbrfvMRYKhZ4H+riO0VvfirWzf/qnfwpzc3NTf4xR2jrt96i3g4w1pI985CPh/PPPD1xuGo/xE5/4BNx0001UGxwF03aMv/vd7+BDH/oQnH322ZQD/xd/8Rf0vfN//+//jX2Mq6ursLW1lej+ZzAmFdzvgKl/Js96v2O79Tlmud8x630OBPc7GEx0SHzsYx8jYyf1UqZDT3rSk+AVr3gFXHjhhfDa174W/uiP/gg+/OEPwywcI3ac3ve+95HJDs40zAK8x/id73zH/hvOhDzjGc8gsyT84mNMH3D24ac//Sk9oGcJd9xxB7zsZS+j+xeNrWYR2FlEc693vOMdNKvyghe8AC6//PKp/T5lMAYF9zu438GYfMxiv2M79DkQ3O9gMNEhgQ7nN998s/3CDgbOOJx33nmu5e5zn/uEup/v3r27xwEbf8f31d/Ve0HLjOoYb7jhBppBQtkjHiu+brvtNnjVq15FTsJ+2LFjB2Sz2b7HiNKuEydOBC4zqmNEyZre2cDj+9rXvhY4qzINxxi3rdN0j4bhxS9+MXzhC1+Ab33rW7Bv377QZaftGFEGiZ9FfCCrzyIOCP7mb/6GfsbZg2k/RnRhT+v7FD+/6J6e5P5nMCYF3O/gfse0HGOcdk7T/bld+x3boc+B4H4Hg4kOCYyQwggh9cK6MoyW8sZJ/epXv4LTTjstcDsPf/jD4Rvf+IbrPXzA4fuIM844gz4I+jIoh/rBD35gLzOqY0Rm88c//rHrAY0xaFg3ixIvP6Bs8qKLLnK1HxlT/F21H/+ez+ddy+B5xC+WUR8jfimpzgZGXH3961+niKkwTPoxxm3rNN2jfsCZMOxsfPrTn4ZvfvOb1L5+mLZjvPjii+EnP/lJT2f5z/7sz+hnfKhO+zGi7Dft79Mk9z+DMSngfgf3O6blGOO0c5ruz+3a79gOfQ4E9zsYnLrSJ/oMHa7/9m//1vr1r39tRwx95zvfsZd59rOfbb32ta91xS/lcjnrPe95D7lhv/nNb/aNX8IYIoyM+/GPf2w96UlPGnu8lIKf+/ljHvMYOnY9VgldlK+99lqKXnrBC15Ax3PgwAFXBBpGcX3zm9+kCLSHP/zh9Bo1Wq0WxVvt27ePIsLuuece+9VsNmfiGPu1ddrv0b/4i7+guLLrr7/edf02NzftZab9GP3gdUCf9mPE1AFs79vf/nb6Pv3Yxz5GEW5/93d/Zy+Dx4fH6Y15w6hNPMYPfOADvjFv/T6rDMa0gPsd0/9MnvV+x6z3ObZrv2PW+hwI7ncwmOjog2uuucY666yzrFKpRHnvmA3t/WJ4znOe43rvH/7hH6xzzjmHMpYxouiLX/yi6+8YwfTGN77RWllZoQ/KxRdfbN1yyy3WJMCvw4Hv4ReaDnw448MWjxFjlr7//e+7/o5fan/5l39pLS4u0hfGU57yFHpIjBq///3vKRLM7/Wtb31rJo6xX1un/R4Nun6YcT8rxxil0zELx/j5z3/eOv/886kt5557Lg3mdODx4XHqwM/phRdeSMd45plnuq571M8qgzFN4H7HdD+Tt0O/Y5b7HNu13zGLfQ4E9zu2NzL4v3GrShgMBoPBYDAYDAaDwWAw0gB7dDAYDAaDwWAwGAwGg8GYGTDRwWAwGAwGg8FgMBgMBmNmwEQHg8FgMBgMBoPBYDAYjJkBEx0MBoPBYDAYDAaDwWAwZgZMdDAYDAaDwWAwGAwGg8GYGTDRwWAwGAwGg8FgMBgMBmNmwEQHg8FgMBgMBoPBYDAYjJkBEx0MBoPBYDAYDAaDwWAwZgZMdDAYM4prrrkGLrnkkqHv58tf/jJceOGFYJrm0PfFYDAYDAZj8sB9DgaDMWlgooPBmEE0Gg144xvfCG9+85uHvq/HP/7xkM/n4WMf+9jQ98VgMBgMBmOywH0OBoMxiWCig8GYQfzjP/4jzM3NwSMf+ciR7O+5z30u/M3f/M1I9sVgMBgMBmNywH0OBoMxiWCig8GYYBw+fBh2794N73jHO+z3brjhBigUCvCNb3wjcL1PfOIT8Md//Meu9x796EfDy1/+ctd7T37yk6nDoHD66afD//gf/wMuu+wyqNVqcNppp8HnPvc5aseTnvQkeu+CCy6AG2+80bUd3Be+99vf/jaFo2YwGAwGgzFqcJ+DwWDMEpjoYDAmGDt37oSPfOQj8Ja3vIUe6mtra/DsZz8bXvziF8PFF18cuN53v/tdeNCDHpRon1dffTXNyvzbv/0bXHrppbQ/7IQ861nPgptuugnuda970e+WZdnrnHrqqbCysgLf+c53Eu2TwWAwGAzGeMF9DgaDMUtgooPBmHA84QlPgMsvvxz+7M/+DF70ohdBtVqFK6+8MnD5EydOwMmTJ2Hv3r2J9/fCF74Qzj77bHjTm94Eq6ur8OAHPxie/vSnwznnnAOvec1r4Be/+AUcPHjQtR7u77bbbku0TwaDwWAwGOMH9zkYDMasgIkOBmMK8J73vAc6nQ5cd911ZMBVLBYDl93a2qJ/S6VSon2hTFQBZ0wQ97vf/XreO3TokGu9crkMm5ubifbJYDAYDAZjMsB9DgaDMQtgooPBmAJgHerdd99NcWq33npr6LLLy8uQyWTg+PHjfbfb7XZ73kM3cwXcTtB73mi3Y8eOkeyVwWAwGAzG9IL7HAwGYxbARAeDMeFotVpUq/rMZz4T3va2t8Hzn//8npkNHWgadt5558HPf/7znr95pZ+/+93vUouWw47RAx7wgFS2x2AwGAwGY/TgPgeDwZgVMNHBYEw4/vt//+9U/4pRalirijWr/+W//JfQdR73uMeROZgXn/3sZ+FTn/oUdRDe/va3U8cEa1zvuuuugdr4/e9/n6StD3/4wwfaDoPBYDAYjPGB+xwMBmNWwEQHgzHBuP766+G9730v/L//9/8oo94wDPoZncY/9KEPBa73vOc9D770pS9RZ0UHOpq/+93vptmXf/7nf4YPfvCD8MMf/pC2OQj+/u//nozLKpXKQNthMBgMBoMxHnCfg8FgzBIylp7XxGAwZgboWP7ABz4QXve619mZ9hdeeCF1YtLEkSNH4N73vjdF0Z1xxhmpbpvBYDAYDMbkg/scDAZj0sCKDgZjRnHVVVdBrVYb+n7QqAxnabjDwWAwGAzG9gT3ORgMxqSBFR0MxjbBsGZXGAwGg8FgMHRwn4PBYIwbTHQwGAwGg8FgMBgMBoPBmBlw6QqDwWAwGAwGg8FgMBiMmQETHQwGg8FgMBgMBoPBYDBmBkx0MBgMBoPBYDAYDAaDwZgZMNHBYDAYDAaDwWAwGAwGY2bARAeDwWAwGAwGg8FgMBiMmQETHQwGg8FgMBgMBoPBYDBmBkx0MBgMBoPBYDAYDAaDwZgZMNHBYDAYDAaDwWAwGAwGA2YF/z/eMV9FJocbYgAAAABJRU5ErkJggg==", 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" ] @@ -1973,7 +1456,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Transmission improved from 72.19% to 99.76%\n" + "Transmission improved from 72.19% to 99.79%\n" ] } ], @@ -1984,6 +1467,864 @@ " f\"Transmission improved from {(transmission_start * 100):.2f}% to {(transmission_end * 100):.2f}%\"\n", ")" ] + }, + { + "cell_type": "markdown", + "id": "5264be65", + "metadata": {}, + "source": [ + "Another method we can use to smoothly parametrize the sidewall vertices is spline interpolation. We provide a helper function, `interpolate_spline`, that is autograd differentiable so that it can be used with inverse design.\n", + "\n", + "Let's import `interpolate_spline` and see a simple example of a spline interpolation:" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "40ed76e9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from tidy3d.plugins.autograd import interpolate_spline\n", + "\n", + "# Define a set of control points\n", + "xs_control = np.linspace(0, 1, 5)\n", + "ys_control = np.array([0, 0.5, -0.7, 2, 1])\n", + "\n", + "# Interpolate the spline\n", + "xs_spline, ys_spline = interpolate_spline(\n", + " xs_control, ys_control, num_points=101, order=3, endpoint_derivatives=(0, 0)\n", + ")\n", + "\n", + "# Plot the resulting spline\n", + "fig, ax = plt.subplots()\n", + "ax.plot(xs_spline, ys_spline, \"--\", label=\"interpolated spline\")\n", + "ax.plot(xs_control, ys_control, \"o\", label=\"spline control points\")\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "f339b6ab", + "metadata": {}, + "source": [ + "Now, let's use `interpolate_spline` to define our taper sidewall vertices. Instead of parametrizing the y positions of each vertex, we will parametrize by the y positions of a few spline control points. These y positions will be differentiable thanks to our `interpolate_spline` helper function, so we can pass them to our inverse design optimization routine.\n", + "\n", + "We will initialize the spline points to follow the starting linear taper shape. Note that we set the `endpoint_derivatives` equal to zero, which ensures that there is no slope discontinuity at the start and end of the taper.\n", + "\n", + "Here is how the initial parametrization looks:" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "409b2f11", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Choose the number of spline control points\n", + "num_spline_points = 21\n", + "num_points_interpolated = 101\n", + "\n", + "# Define the starting positions of the spline control points\n", + "xs_spline_control = np.linspace(x_start, x_end, num_spline_points)\n", + "ys0_spline_control = (\n", + " wg_width_in + (wg_width_out - wg_width_in) * (xs_spline_control - x_start) / (x_end - x_start)\n", + ") / 2.0\n", + "\n", + "xs_spline, ys_spline = interpolate_spline(\n", + " xs_spline_control,\n", + " ys0_spline_control,\n", + " num_points=num_points_interpolated,\n", + " order=3,\n", + " endpoint_derivatives=(0, 0),\n", + ")\n", + "\n", + "fig, ax = plt.subplots()\n", + "ax.plot(xs_spline, ys_spline, \"--\", label=\"interpolated spline\")\n", + "ax.plot(xs_spline_control, ys0_spline_control, \"o\", label=\"spline control points\")\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "5f3633d8", + "metadata": {}, + "source": [ + "We're almost ready to run the optimization routine on this new spline parametrization. Luckily we can reuse most of the existing functions. We just need to slightly modify the `make_sim_params` and `objective` methods. \n", + "\n", + "For `make_sim_params` we add a call to `interpolate_spline` to convert the input parameters, which are the y control points of the spline, to interpolated vertices, before making the simulation." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "cf32a3e5", + "metadata": {}, + "outputs": [], + "source": [ + "def make_sim_params_spline(\n", + " parameters: np.ndarray, include_field_mnt: bool = False\n", + ") -> td.Simulation:\n", + " \"\"\"Make the simulation out of raw parameters.\"\"\"\n", + " ys_spline_control = get_ys(parameters)\n", + " xs_spline, ys_spline = interpolate_spline(\n", + " xs_spline_control,\n", + " ys_spline_control,\n", + " num_points=num_points_interpolated,\n", + " order=3,\n", + " endpoint_derivatives=(0, 0),\n", + " )\n", + " return make_sim(xs_spline, ys_spline, include_field_mnt=include_field_mnt)" + ] + }, + { + "cell_type": "markdown", + "id": "c99bb26d", + "metadata": {}, + "source": [ + "For the `objective`, we'll replace `make_sim_params` with `make_sim_params_spline`, and remove the penalty." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "9c4fc84d", + "metadata": {}, + "outputs": [], + "source": [ + "def objective_spline(parameters: np.ndarray, verbose: bool = False) -> float:\n", + " \"\"\"Construct simulation, run, and measure transmission.\"\"\"\n", + " sim = make_sim_params_spline(parameters, include_field_mnt=False)\n", + " sim_data = web.run(sim, task_name=\"autograd taper\", verbose=verbose)\n", + " return measure_transmission(sim_data)" + ] + }, + { + "cell_type": "markdown", + "id": "c4cadd39", + "metadata": {}, + "source": [ + "Let's test this new objective function" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "6885db7a", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/hj/gqgpl1cx7w94ffrwz7_2k7jc0000gn/T/ipykernel_4455/3173695798.py:16: RuntimeWarning: divide by zero encountered in arctanh\n", + " params = np.arctanh(tanh_pi_params) / np.pi\n" + ] + }, + { + "data": { + "text/html": [ + "
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+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "params0 = get_params(ys0_spline_control)\n",
+    "grad_fn = ag.value_and_grad(objective_spline)\n",
+    "val, grad = grad_fn(params0, verbose=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "179aa85e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "objective = 7.06e-01\n",
+      "gradient = [ 0.         -1.01495982 -0.27196932  1.41579675  1.82799775  0.29958546\n",
+      " -0.02209438  0.24993772 -0.01015377 -0.18416956 -0.12013462 -0.19989429\n",
+      " -0.18800246 -0.18431126 -0.15737139 -0.12103757 -0.0823673  -0.04631315\n",
+      " -0.02154022 -0.0046975   0.        ]\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(f\"objective = {val:.2e}\")\n",
+    "print(f\"gradient = {np.nan_to_num(grad)}\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a421eef5",
+   "metadata": {},
+   "source": [
+    "Our updated `grad_fn` for the spline parametrization is working so now let's run the full optimization:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "60547ecd",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "step = 1\n",
+      "\tJ = 7.0581e-01\n",
+      "\tgrad_norm = 2.6095e+00\n",
+      "step = 2\n",
+      "\tJ = 7.6616e-01\n",
+      "\tgrad_norm = 2.3726e+00\n",
+      "step = 3\n",
+      "\tJ = 8.2081e-01\n",
+      "\tgrad_norm = 2.0722e+00\n",
+      "step = 4\n",
+      "\tJ = 8.6705e-01\n",
+      "\tgrad_norm = 1.7196e+00\n",
+      "step = 5\n",
+      "\tJ = 9.0422e-01\n",
+      "\tgrad_norm = 1.3819e+00\n",
+      "step = 6\n",
+      "\tJ = 9.3275e-01\n",
+      "\tgrad_norm = 1.0990e+00\n",
+      "step = 7\n",
+      "\tJ = 9.5427e-01\n",
+      "\tgrad_norm = 8.5813e-01\n",
+      "step = 8\n",
+      "\tJ = 9.6698e-01\n",
+      "\tgrad_norm = 6.8150e-01\n",
+      "step = 9\n",
+      "\tJ = 9.7335e-01\n",
+      "\tgrad_norm = 7.6176e-01\n",
+      "step = 10\n",
+      "\tJ = 9.7619e-01\n",
+      "\tgrad_norm = 8.0553e-01\n",
+      "step = 11\n",
+      "\tJ = 9.7540e-01\n",
+      "\tgrad_norm = 9.5446e-01\n",
+      "step = 12\n",
+      "\tJ = 9.7423e-01\n",
+      "\tgrad_norm = 9.7518e-01\n",
+      "step = 13\n",
+      "\tJ = 9.7534e-01\n",
+      "\tgrad_norm = 8.0047e-01\n",
+      "step = 14\n",
+      "\tJ = 9.7669e-01\n",
+      "\tgrad_norm = 6.4859e-01\n",
+      "step = 15\n",
+      "\tJ = 9.7625e-01\n",
+      "\tgrad_norm = 6.6228e-01\n",
+      "step = 16\n",
+      "\tJ = 9.7670e-01\n",
+      "\tgrad_norm = 6.4316e-01\n",
+      "step = 17\n",
+      "\tJ = 9.7778e-01\n",
+      "\tgrad_norm = 6.5446e-01\n",
+      "step = 18\n",
+      "\tJ = 9.7945e-01\n",
+      "\tgrad_norm = 6.4955e-01\n",
+      "step = 19\n",
+      "\tJ = 9.8178e-01\n",
+      "\tgrad_norm = 4.8695e-01\n",
+      "step = 20\n",
+      "\tJ = 9.8317e-01\n",
+      "\tgrad_norm = 5.0040e-01\n",
+      "step = 21\n",
+      "\tJ = 9.8499e-01\n",
+      "\tgrad_norm = 4.3856e-01\n",
+      "step = 22\n",
+      "\tJ = 9.8730e-01\n",
+      "\tgrad_norm = 3.9834e-01\n",
+      "step = 23\n",
+      "\tJ = 9.8930e-01\n",
+      "\tgrad_norm = 2.8608e-01\n",
+      "step = 24\n",
+      "\tJ = 9.9100e-01\n",
+      "\tgrad_norm = 2.8178e-01\n",
+      "step = 25\n",
+      "\tJ = 9.9219e-01\n",
+      "\tgrad_norm = 2.8482e-01\n",
+      "step = 26\n",
+      "\tJ = 9.9307e-01\n",
+      "\tgrad_norm = 3.1447e-01\n",
+      "step = 27\n",
+      "\tJ = 9.9360e-01\n",
+      "\tgrad_norm = 2.2090e-01\n",
+      "step = 28\n",
+      "\tJ = 9.9301e-01\n",
+      "\tgrad_norm = 2.2906e-01\n",
+      "step = 29\n",
+      "\tJ = 9.9279e-01\n",
+      "\tgrad_norm = 2.5056e-01\n",
+      "step = 30\n",
+      "\tJ = 9.9290e-01\n",
+      "\tgrad_norm = 2.4241e-01\n",
+      "step = 31\n",
+      "\tJ = 9.9290e-01\n",
+      "\tgrad_norm = 2.4035e-01\n",
+      "step = 32\n",
+      "\tJ = 9.9315e-01\n",
+      "\tgrad_norm = 2.7782e-01\n",
+      "step = 33\n",
+      "\tJ = 9.9345e-01\n",
+      "\tgrad_norm = 2.0009e-01\n",
+      "step = 34\n",
+      "\tJ = 9.9357e-01\n",
+      "\tgrad_norm = 2.4171e-01\n",
+      "step = 35\n",
+      "\tJ = 9.9389e-01\n",
+      "\tgrad_norm = 2.3099e-01\n",
+      "step = 36\n",
+      "\tJ = 9.9424e-01\n",
+      "\tgrad_norm = 2.5289e-01\n",
+      "step = 37\n",
+      "\tJ = 9.9474e-01\n",
+      "\tgrad_norm = 2.1857e-01\n",
+      "step = 38\n",
+      "\tJ = 9.9520e-01\n",
+      "\tgrad_norm = 2.1333e-01\n",
+      "step = 39\n",
+      "\tJ = 9.9558e-01\n",
+      "\tgrad_norm = 1.8136e-01\n",
+      "step = 40\n",
+      "\tJ = 9.9575e-01\n",
+      "\tgrad_norm = 1.9971e-01\n",
+      "step = 41\n",
+      "\tJ = 9.9584e-01\n",
+      "\tgrad_norm = 1.6839e-01\n",
+      "step = 42\n",
+      "\tJ = 9.9587e-01\n",
+      "\tgrad_norm = 1.6337e-01\n",
+      "step = 43\n",
+      "\tJ = 9.9592e-01\n",
+      "\tgrad_norm = 1.1040e-01\n",
+      "step = 44\n",
+      "\tJ = 9.9592e-01\n",
+      "\tgrad_norm = 1.4413e-01\n",
+      "step = 45\n",
+      "\tJ = 9.9595e-01\n",
+      "\tgrad_norm = 1.4480e-01\n",
+      "step = 46\n",
+      "\tJ = 9.9603e-01\n",
+      "\tgrad_norm = 1.3384e-01\n",
+      "step = 47\n",
+      "\tJ = 9.9614e-01\n",
+      "\tgrad_norm = 1.1719e-01\n",
+      "step = 48\n",
+      "\tJ = 9.9629e-01\n",
+      "\tgrad_norm = 1.2922e-01\n",
+      "step = 49\n",
+      "\tJ = 9.9649e-01\n",
+      "\tgrad_norm = 1.0029e-01\n",
+      "step = 50\n",
+      "\tJ = 9.9659e-01\n",
+      "\tgrad_norm = 1.0824e-01\n"
+     ]
+    }
+   ],
+   "source": [
+    "objective_history_spline, param_history_spline = optimize(\n",
+    "    params0, grad_fn, num_steps, learning_rate\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "01e4bbbd",
+   "metadata": {},
+   "source": [
+    "Let's check the performance of the final spline parametrized design"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "a197ebe1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "params_best_spline = param_history_spline[np.argmax(objective_history_spline)]\n", + "sim_best_spline = make_sim_params_spline(params_best_spline, include_field_mnt=True)\n", + "ax = sim_best_spline.plot(z=0.01)\n", + "\n", + "sim_data_best_spline = td.web.run(sim_best_spline, task_name=\"taper spline final\", verbose=False)" + ] + }, + { + "cell_type": "markdown", + "id": "8ebe2add", + "metadata": {}, + "source": [ + "Comparing the two designs, we can see that the resulting tapers are very similar, with similar transmission." + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "d288fbbd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "f, ((ax1, ax2), (ax3, ax4)) = plt.subplots(2, 2, tight_layout=True, figsize=(11, 7))\n", + "\n", + "# plot full vertex parametrized design with curvature penalty\n", + "sim_data_best.plot_field(field_monitor_name=\"field\", field_name=\"Ez\", val=\"real\", ax=ax1)\n", + "sim_data_best.plot_field(field_monitor_name=\"field\", field_name=\"E\", val=\"abs\", ax=ax2)\n", + "\n", + "# plot spline parametrized design\n", + "sim_data_best_spline.plot_field(field_monitor_name=\"field\", field_name=\"Ez\", val=\"real\", ax=ax3)\n", + "sim_data_best_spline.plot_field(field_monitor_name=\"field\", field_name=\"E\", val=\"abs\", ax=ax4)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "fe632426", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Transmission of the full vertex parametrized design: 99.79%\n", + "Transmission of the spline parametrized design: 99.67%\n" + ] + } + ], + "source": [ + "transmission_nospline = float(measure_transmission(sim_data_best))\n", + "transmission_spline = float(measure_transmission(sim_data_best_spline))\n", + "print(f\"Transmission of the full vertex parametrized design: {(transmission_nospline * 100):.2f}%\")\n", + "print(f\"Transmission of the spline parametrized design: {(transmission_spline * 100):.2f}%\")" + ] + }, + { + "cell_type": "markdown", + "id": "e56cd41c", + "metadata": {}, + "source": [ + "We can compare the local curvature of the two designs as well. In terms of magnitude, both designs are similar." + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "892bec98", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get the vertices of the best full vertex parametrized design\n", + "ys_best = get_ys(params_best)\n", + "\n", + "# get the vertices of the best spline parametrized design\n", + "ys_spline_control = get_ys(params_best_spline)\n", + "xs_spline, ys_spline = interpolate_spline(\n", + " xs_spline_control,\n", + " ys_spline_control,\n", + " num_points=num_points_interpolated,\n", + " order=3,\n", + " endpoint_derivatives=(0, 0),\n", + ")\n", + "\n", + "# Calculate curvature\n", + "d2ys_best_dx2 = np.gradient(np.gradient(ys_best, xs), xs)\n", + "d2ys_spline_dx2 = np.gradient(np.gradient(ys_spline, xs_spline), xs_spline)\n", + "\n", + "# Plot curvature comparison\n", + "f, ax = plt.subplots()\n", + "ax.plot(xs, d2ys_best_dx2, \"-\", label=\"Full vertex parametrized design\", linewidth=2)\n", + "ax.plot(xs_spline, d2ys_spline_dx2, \"--\", label=\"Spline parametrized design\", linewidth=2)\n", + "ax.set_xlabel(\"x (μm)\")\n", + "ax.set_ylabel(\"Curvature (1/μm²)\")\n", + "ax.set_title(\"Curvature Comparison\")\n", + "ax.legend()\n", + "ax.grid(True, alpha=0.3)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "956b39a1", + "metadata": {}, + "source": [ + "Here are the final taper shapes, with curvature overlaid at the boundaries." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a19cbe25", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create the full polygon by mirroring the spline vertices\n", + "xs_spline_full = np.concatenate([xs_spline, xs_spline[::-1]])\n", + "ys_spline_full = np.concatenate([ys_spline, -ys_spline[::-1]])\n", + "\n", + "# Mirror the curvature as well for spline\n", + "d2ys_spline_full_dx2 = np.concatenate([d2ys_spline_dx2, d2ys_spline_dx2[::-1]])\n", + "\n", + "# Create the full polygon for the full vertex parametrized design\n", + "xs_best_full = np.concatenate([xs, xs[::-1]])\n", + "ys_best_full = np.concatenate([ys_best, -ys_best[::-1]])\n", + "\n", + "# Mirror the curvature for the full vertex design\n", + "d2ys_best_full_dx2 = np.concatenate([d2ys_best_dx2, d2ys_best_dx2[::-1]])\n", + "\n", + "# Use absolute value of curvature for color mapping\n", + "curvature_spline_abs = np.abs(d2ys_spline_full_dx2)\n", + "curvature_best_abs = np.abs(d2ys_best_full_dx2)\n", + "\n", + "# Create subplots\n", + "f, (ax1, ax2) = plt.subplots(2, 1, figsize=(15, 6))\n", + "\n", + "# Plot full vertex parametrized design\n", + "polygon_best = plt.Polygon(\n", + " list(zip(xs_best_full, ys_best_full)), alpha=0.3, facecolor=\"lightgreen\", edgecolor=\"none\"\n", + ")\n", + "ax1.add_patch(polygon_best)\n", + "scatter1 = ax1.scatter(\n", + " xs_best_full, ys_best_full, c=curvature_best_abs, cmap=\"Reds\", s=50, zorder=5\n", + ")\n", + "ax1.plot(xs_best_full, ys_best_full, \"k-\", alpha=0.5, linewidth=1)\n", + "ax1.set_xlabel(\"x (μm)\")\n", + "ax1.set_ylabel(\"y (μm)\")\n", + "ax1.set_title(\"Full Vertex Parametrized Design\")\n", + "ax1.grid(True, alpha=0.3)\n", + "ax1.set_aspect(\"equal\")\n", + "\n", + "# Plot spline parametrized design\n", + "polygon_spline = plt.Polygon(\n", + " list(zip(xs_spline_full, ys_spline_full)), alpha=0.3, facecolor=\"lightblue\", edgecolor=\"none\"\n", + ")\n", + "ax2.add_patch(polygon_spline)\n", + "scatter2 = ax2.scatter(\n", + " xs_spline_full, ys_spline_full, c=curvature_spline_abs, cmap=\"Reds\", s=50, zorder=5\n", + ")\n", + "ax2.plot(xs_spline_full, ys_spline_full, \"k-\", alpha=0.5, linewidth=1)\n", + "ax2.set_xlabel(\"x (μm)\")\n", + "ax2.set_ylabel(\"y (μm)\")\n", + "ax2.set_title(\"Spline Parametrized Design\")\n", + "ax2.grid(True, alpha=0.3)\n", + "ax2.set_aspect(\"equal\")\n", + "\n", + "cbar1 = plt.colorbar(scatter1, ax=ax1)\n", + "cbar1.set_label(\"Curvature Magnitude (1/μm²)\")\n", + "cbar2 = plt.colorbar(scatter2, ax=ax2)\n", + "cbar2.set_label(\"Curvature Magnitude (1/μm²)\")\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "ec069fcd", + "metadata": {}, + "source": [ + "In conclusion, we demonstrated how to optimize a taper using Tidy3D's inverse design capabilities. We showed two methods for parametrizing the taper, one that applies a curvature penalty and another that uses spline interpolation. The resulting designs from both methods have smooth shapes that are free of sharp curvatures." + ] } ], "metadata": { @@ -2012,7 +2353,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.10" + "version": "3.11.11" }, "title": "Inverse Design of a Waveguide Taper in Tidy3D | Flexcompute", "widgets": { diff --git a/custom_dictionary.json b/custom_dictionary.json index 7a25ff9a..3f538a17 100644 --- a/custom_dictionary.json +++ b/custom_dictionary.json @@ -1 +1 @@ -{"'s": 1, "-acbf-": 1, "-channel": 1, "-core": 1, "-degree": 1, "-dimensional": 1, "-ff": 1, "-fold": 1, "-ify": 1, "-leds": 1, "-offset": 1, "-order": 1, "-pole": 1, "-t": 1, "a-coordinate": 1, "abouzahra": 1, "above-defined": 1, "adamoptimizer": 1, "add-drop": 1, "adj": 1, "adjoint-based": 1, "admittancenetwork": 1, "advancedfastfitterparam": 1, "agoutane": 1, "air-bridged": 1, "air-filled": 1, "aligned-corrugation": 1, "alkeskjold": 1, "all-dielectric": 1, "all-optical": 1, 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