From 84aebc7d78d1a45d7c28b140ac00e104253421a3 Mon Sep 17 00:00:00 2001 From: Michael Clerx Date: Thu, 25 Aug 2022 13:04:55 +0100 Subject: [PATCH 1/5] Extended IRPropMin with boundary support and methods to set min and max step size. --- examples/optimisation/irpropmin.ipynb | 224 +++++++++++++++++++++++--- pints/_optimisers/_irpropmin.py | 103 ++++++++++-- pints/tests/test_opt_irpropmin.py | 85 +++++++++- 3 files changed, 369 insertions(+), 43 deletions(-) diff --git a/examples/optimisation/irpropmin.ipynb b/examples/optimisation/irpropmin.ipynb index d756705f8..c817e435a 100644 --- a/examples/optimisation/irpropmin.ipynb +++ b/examples/optimisation/irpropmin.ipynb @@ -191,6 +191,182 @@ "Proceeding this way, it gets close to the optimum in only a few steps." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example 1b: Boundaries" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "PINTS' version of `iRprop-` extends the original algorithm with support for bounded problems. This is implemented by reducing the step size in iterations that would otherwise step out of bounds.\n", + "\n", + "To visualise this, we set up some boundaries and increase the step size so that an unbounded optimisation would go beyond them:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "create_contour_plot()\n", + "plt.plot(x0[0], x0[1], 'x', label='Starting point')\n", + "\n", + "# Plot the boundaries\n", + "plt.plot([-0.1, 1.9, 1.9, -0.1, -0.1], [-0.9, -0.9, 0.9, 0.9, -0.9], 'red', label='Boundaries')\n", + "\n", + "opt = pints.IRPropMin(x0, 1.2)\n", + "x1 = x0\n", + "for i in range(20):\n", + " xs = opt.ask()\n", + " fs = e.evaluate(xs)\n", + " opt.tell(fs)\n", + " x2 = xs[0]\n", + " plt.plot((x1[0], x2[0]), (x1[1], x2[1]), 'x-', color='blue')\n", + " x1 = x2\n", + "\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we'll create a `pints.RectangularBoundaries` object and pass it to the optimiser:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "create_contour_plot()\n", + "plt.plot(x0[0], x0[1], 'x', label='Starting point')\n", + "plt.plot([-0.1, 1.9, 1.9, -0.1, -0.1], [-0.9, -0.9, 0.9, 0.9, -0.9], 'red', label='Boundaries')\n", + "\n", + "# Create boundaries\n", + "b = pints.RectangularBoundaries([-0.1, -0.9], [1.9, 0.9])\n", + "opt = pints.IRPropMin(x0, 1.2, boundaries=b)\n", + "\n", + "x1 = x0\n", + "for i in range(20):\n", + " xs = opt.ask()\n", + " fs = e.evaluate(xs)\n", + " opt.tell(fs)\n", + " x2 = xs[0]\n", + " plt.plot((x1[0], x2[0]), (x1[1], x2[1]), 'x-', color='blue')\n", + " x1 = x2\n", + "\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can see that the optimiser reduces its step size in the horizontal direction to avoid breaching the boundaries. The vertical step size remains unaffected.\n", + "\n", + "Note that this is only possible for `pints.RectangularBoundaries`: instead of using `boundaries.check()` the optimiser can check the `lower()` and `upper()` bounds for each dimension seperately.\n", + "\n", + "In the more general case, these bounds are undefined (or unknown) and so the optimiser simply reduces the step size in all directions. We can see this in action by defining a custom boundaries object. (To compare with the previous example we will use the same boundaries, but we will hide this fact from PINTS by not using the `RectangularBoundaries` class.)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Create a custom boundaries class\n", + "class CustomBoundaries(pints.Boundaries):\n", + " lo = np.array([-0.1, -0.9])\n", + " up = np.array([1.9, 0.9])\n", + " def n_parameters(self):\n", + " return 2\n", + " def check(self, x):\n", + " return not np.any((x < self.lo) | (x >= self.up))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA7gAAAHWCAYAAABdWCVYAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOyddXhUVxOH39W4eyAkuLu7u7tr0eKlUEpLi7SlRYprKe7u7u7ulkBC3JNNVu/9/oBQ2kKblQTKt+/z5CFkM3NOVu49vzNzZiSiKGLFihUrVqxYsWLFihUrVqz815F+6AlYsWLFihUrVqxYsWLFihUrlsAqcK1YsWLFihUrVqxYsWLFyieBVeBasWLFihUrVqxYsWLFipVPAqvAtWLFihUrVqxYsWLFihUrnwRWgWvFihUrVqxYsWLFihUrVj4JrALXihUrVqxYsWLFihUrVqx8ElhE4EokkmUSiSRaIpHcec/jEolEMkcikTyRSCS3JBJJmbceaySRSB6+fmysJeZjxYoVK1asWLFixYoVK1b+/7BUBHcF0OgfHm8M5H/91R9YCCCRSGTA/NePFwE6SySSIhaakxUrVqxYsWLFihUrVqxY+T/CIgJXFMVTQPw//EpLYJX4iguAq0Qi8QMqAE9EUXwmiqIW2PD6d61YsWLFihUrVqxYsWLFihWjyK4zuDmA0Lf+H/b6Z+/7uRUrVqxYsWLFihUrVqxYsWIU8mwaR/KOn4n/8PO/O5BI+vMqvRkHB4eyhQoVMmJ4Ea3uIRKJEoU8jxF2YBBUpOmDsZXnRCF1NcpWL2pI1ITgoPDGTuZmlC2A2pBGnDYCd6UPdjJHo+0BXqaHIwH87fxNsn/lIxa1QUMeR38k73zJMscLVRzpBh35nX2QmuEHICo9hWh1KvmdPbGVKczyBaAx6HmcGIebjR05HJ3N9pdBqlZLSGICXg4O+DiY9hr+E1EpqcSkqghyd8PRRmlx/xnEq9KISEzB18UJD0f7LBvnr8Qmq4hOTMXNyR4/N6dsG/ddJKakExmfgo1cRu4cHh90LplFpzMQHZdCikqDUiEjd4AnEvM+elbeQhRBp9Oj1erR6gxotXoMegFBEBGEjH9ffS++8872dyQSkEqlSKWS11+vvpfLpeh0hlf+RPFPY7z7rvkO3298/tm3Qi5DqZS/+ZLLrfUnLYlGq+d5WBwA7q4OuLs6IJV+/B9ErU7Ps5dxyOUycnq7YKs0/15rKqIITyJiEQSRAC9X7G2yby4hsQmotXqCvNywVWTdsjk8OYWEtHSC3F1xUFr+fv4kPg6DIJLP3R2Z1DKfcRF4GB+DXColr6uHmSu7V0SnpxKtTiGPkyf2cvNe5zS9lhBVLH52LrgpHUz3Y1ATlhaDj60bLgrT1nJ6UU9Y2ktcFM64KY3XBAAJ2ijUhjR87AKRmhCjTNKGIog63Gxy824J9n7S9aEYBBWOygIYFx81oNXdQyp1Ry4zPoZ59erVWFEUvYy1yy6BGwYEvPX/nEA4oHzPz/+GKIpLgCUA5cqVE69cuZLpwVNVm4hNGI63xwrs7Rpm2k4URa5GdkKj96JSjkPIpLaZtgU49HIskek36Zh7EzYy4xbnBtHA3EcjEUQDwwrMQi41/kN+KPIIa1+sZ1j+wZR1K/PvBu/gZPR1fri3ioF5W9I2oJZJPgAOht/mq+ubGFW4Md3zVDHZD8Dt+AjaHlnOkFzFmFGphVm+ANR6Pa13r0GelsKB1r3xsbeMEH2ZkkzL9WuoaW/Ptg5dLH7D2nrzLl/vOcSY0sWZ2LgukixSLnuu3+erTQf4rHAeZnVtjlyW9YtfvUFgyuZjbD17m87lCjGxS32UWbiw+CfUGh0/rzrKvrP3aFIskEkDmuDqZPdB5pJZUlRqVm65wJZ91/CWy+jaugKdmpfDNhsXhZ8SSUlphIbGExoWx4vQeEJDX/0bEZGIwSC8+T03Nwe8vZyws1fiYG+DnZ0Se3sl9nZK7F7/a2+vxN7e5o+fvXn81c8UCplRcxNFEa1WjypNS3qalrR0DWlpWtLTtaSlZXxpSEvPeFz75nFVmgaVSkNERBLp6do3Pu3slOTM6UauAA8CcrqTK9erf3PkcMfW1voeMoWI6CQWrTnN0bMP8HBzoH+XajSuVeyjF7q3n4QzbsFeEpLTGNWtNq1qFs+ye82/ERabyJCFOwiPT2Zyt4Y0LFswW8Z9mZBE90Wb0AsCqwd0JNDTNUvGSVar6bhyI7GpKjb16kxuD9NE0Pu4GRVJx80bKJkzgN9btLaYyD0Q8ogBR3fQrngFvq5Qy2x/KVo1jQ/+hp1Mwe4Gn2FrhsgVRZH+F5dzPymC7TWH4WVr2ka5KIqMubmAxylh/F5hLB42Lib5WfpsGefiLvBjsUn42fkabR+eHsyCx19S1bMFjf17Gm3/PPUMh8O/pprPGAq5NDfKNkl9jauRncnjOoAg1wFG2cYmjCJVtZWcfruRy/yMspVIJM+NMsiwEzO7rfzvEwgC9oiiWOwdjzUFhgBNgIrAHFEUK0gkEjnwCKgLvAQuA11EUbz7T2MZI3BFUc/LyOpIpY74eR8y6sIck3aU29GfU9BjMjmcOmTaDiAq/Ta7Qz+nnGd/Srl3N8oW4GLcQXa9XEyXwDEUdalktH2yLpmvbo0jj0Meviw40qQbUqounc8uT8FD6cLcMiOQSY1beP0xl3TanJyDl40zq6v2R26iH3gVaW15aBnJunT2N+qPi9J8oTHxwlGW3b3KsvptqJsrn9n+ADR6PR23buRZfDw7OnUlj5u7RfxmcPF5KL3XbaNiYE6WdGyFQmb6c/pPnLj/jGFrdlE2KCeLerXCJhtEpkqtZcyyvZy9H8JnDSowuGmVD7YIfB6ZwNfzdvP0ZSx9W1amT4uKFlsUZAV6vYGdh2+xbOM5klPTaVK7GP26VMPTzfLZA58aer2B8IhEQkPjCA2N58Xrf0PD4klOTn/zewqFjBw5/hB/AQHuBLz+3tHRuE3QjwVRFImNS33zt4eGxhEa9uo5iI5O/lP02cfHmYCcHgQEuP/xHOTywNPD8YMJn/8Sdx6GM2f5ce49jqBAbm+G9KpFmWK5PvS0/pHElHTGL97HxTvPaVK1CGN71P1gm2VJKjUjluzk+rNwhreoRq965bLlffckKo6eSzbhYKNk9YCO+LhkzTX1RUIi7VdswNnGhk29OuFmb9nN1A13bjHu2GGGVqjEyEpVLeZ33NmDrH1wk7WNOlAtR5DZ/s5EPqPnyfV8VrAi40rVM8vX89RY2p+eTy2fQkwt09FkP2Fp0fS/PI0qnsX4tqjx4hIgSZfEV7e+IZ9jXkYVGGHSe3dr6FxuJp5mRMG5uCt9jLIVRZHdoZ+j0kfTPmgdcqmNUfY3owaSpLlK5RxHUMgyL/J1+he8jKyKk2NPPFx/MGpMiURyVRTFckYZYSGBK5FI1gO1AE8gCvgeUACIorhI8uoVnMerSstpQG9RFK+8tm0CzAJkwDJRFH/8t/EyJXCnToXy5UmtEGNi9NbApfBWCKKWio9GI71yDcaMyaStyN6wYSRpX9Ah9wYUUuMuUGpDGr8+HIyXTQ765pls0gfg9+AVnI09xw/FJuJvZ9xuSQazHm5if8QF5pUdSX6ngH83eA8/3N7FthdXWFttIIVdTE+VBph+6zgL759jafWO1PY3X4weC31K70Nb6VWkDBMrm3cRfZtvjh1m/Z1bLGzagoZ581vML0BwXAIdVqzH09GBjT074mybNYvqK8Fh9F+2jXw+Hizr2w5HW+MuhKYQnZTK0EU7eBIey9cd6tCuaoksH/N9HLv8iMm/H0IulzJpQBMqFw/6YHP5N0RR5Py1Z8xfeZLnL+MpUyyAob1qkz+394ee2keHXm/g8eMoQp7H/Gs0NleGeA1wfyPqfH1ckGVDFsPHglqt4+XLV0L/r8L/n6K+AQEe5MvnQ84cblbh+xdEUeTImQcsWnOKqNgUqlfIx+fdaxLgb9mInSUxCAK/77zA77sukDeHJ1OGNCfQ98PMV6PT892agxy89oj21UrwVbva2ZJZdDs0kj5Lt+Dn6sSq/h1wdciaTJ6roS/psXYrpXP4saxLG5QW3MAWRZGxRw+x+d4dfmveirq581rEb7peR/Odq0jUqDnYujceduYfZRp/ZT/rn15jQ50elPMyfQ0KsOTxcRY8Osbc8t2p7l3AZD9rQg6xMmQ/PxTvR0UP05q+HIw8zLoXGxiefyhl3EoZbZ+ki2Pmg8EUci5Pp8BRRtuHp11nX9gwKnoNprhbJ6NsU7UPuBTeikCXfuR1M27sP6K4542K4n5QgZvdZErgHj+O2KEDsQu90FXPYXT0NjJ1J/dix1DqXi/ce/4KmzZB7dqZsg1TXeTAyy+p4j2SIq5tMj1mBoci13IyeiuD8v1CTnvjxdHT1GdMuvcjjX0b0imXcZHnDO4kPWPk9bm0zVmTgflameQD4Hr8c3qfX0q33FX4skhjk/0A3Ix7SbujK2kbVIKfKzQzyxdAVFoqjbevwNvegR3Nu2Mrt0x0csu9O4w5cpABZcvzVdUaFvGZQWK6mg4r1pOk1rC5Vydyubla1H8G98Oj6bVkM97Ojqzs3x73bDh3+yQ8liGLdpCcpmZq76ZUK5o7y8d8F3q9gbmbT7P+4DWK5fHlp8HN8PWw3LlsS/P0eQzzVp7g8s3n5PRzY0jPmlQtl9cqKl5jMAg8eRLF9ZsvuHHjObduh6JW64BPMxqbXWQ26uvh4UjpUoGvv3Lh6+v6Qef9MaHR6Ni09xqrtl5AqzPQtnFperWvjPNH/N47fyuY8Yv3YzAIjP+sAXXKmy4WzEEQRObuPsPyI1eoXjQ3v/Rugn0W1qHI4MLTFwxcvoPC/l4s/awtDlk05q479/ly5wHalCjClGYNLHo9V+t1dNi8gRfJSezs2I1AV1eL+L0fH03LXaup6h/IsvptzZ5zqk5D04O/IZNI2duwH3ZmpCrrBD0dTy8g3aBjW42h2MlNe910gp6BV6ajMWj5rcJX2MmM3/jXC3rG352ITtDyU/HJKKXGz+VI5HqOR29mQN4p5HIwPlV/f9gXxKof0TH3RpQy484m340ZRUzaESrnOIyNPPOb6KZGcf/vBa5OpyMsLAy1Wv3mZ7YXThIwaiyhM35BXSnzQkNERKuPxvHyDYK+nMTLX38lrWLFTFun6eMREbCXexpdlEkQDSTr4lFIbXCQG7+oFhFJ0iUjiAbcFKbtnIuiSLw2GRERD6WLyRcpURSJ0aQQoU+hSbHKONuZfsBfY9DT/OBSVHotBxr1x0lp3gJAEEV6HNjM5agwdrfsQQE3T7P8ZXA3Oop2mzdQxs+Pla3aIbdgOqvWYKDPum1cfxnBqq5tKRuQNQXHQ2IS6L54IzYKOasHdMTPNeuLO118+IJRS3djp1Qwd2ArCgV8mMhjdEIK3yzYy83H4bSvW4oRnWuikGdN+re5xCeqWLrhLHuO3sbB3obe7SvTumEpo89wfmoIgkjI8xiuX3/OjZsvuHHzBSqVBoDAXB6UKhlIqVK5yJfP5/8uGptdZER9790P5/qNV69DYmIaAH6+LpR6LXhLlcyFp+eHLR73MRCX8OqzvPfYbRztbejdoQqtG5ZE/pFeeyLjkvl6/h7uPoukS8OyDGlf7YPNdfOZm0zZdJyCOb2YM6AlXlmUOvw2R+8+YcTaPVTMG8CCni1RWmhz/K/MPnmO+WcuMqp2VQZUqWBR36FJSbTYsAZ/Jye2tO+MncIyKefL715lwoWjTKhUl95Fy5rt73xUCN1OrKVX/vKML9PALF8ZAZceuavyRZFGJvu5k/iMkTfm0i5nLQbkM62z6b3k+/zyYDptcrSiZQ7jzsICaAzp/PpwMO5KH/rn/cnodXqs+iE7XvSltHtvynr2Mco2TfeCiy8b4+/UgYIe3xs3rglR3P97gRscHIyTkxMeHh5IJBJEUUSne4Dk5GXkXUYhMSICqzXEoTuyE/tuY5Bs2pxpOwCNIZlkXThOCj9sjchPzyBeE0W6IRUf21wmFZZK0aUQq43DS+mJo4mV3uI0ycRpk/C39cRRYXoKTow6haj0JFw0UvTpGnLnNj0i9/PNo/z24AIranamuq9xlbDfxeLbl/jp0gl+qtqAroVKme0PIFGdTssNa9EZDOzq3B1Pe8tFPUVRZNyew2y9dZfpLRvRolhhi/l+m4jEFLov3ohGp2f1gI4EeWV9CtrBaw/5ZuUBgnzcmDuwFX7uHyZaeuX+C75duI90jY5vetenQSVjKrVnHxqtnk17rv456tOuEs4feeGrrEIURULD4rlx48VrMfWcpKRXZ2b9/FzfRA5LlQzEw8N6FvlDIIoiISGxXL/xnOs3n3Pz5gtSU19tOgQEuL+J8JYqmQsXl+yr0v6x8SQkhrkrjnP19gsC/N0Y3KMWVcvl+SizMbQ6PbM3nGTz0ZuULJCDnwY1xesDnfU/fTeYMcv24upox5IhbQnwcs3yMbdfvcu3Ww5Rr2g+ZnRumiUp0qIo8sWO/ey995C5bZvRsJBljzudCAnms13baFWoCNPrN7LI+0wURT47vI0z4SHsbNGdwu7mb1ZPuHqQ1U+usK52Nyp6B5rla9KtnewMu8baqgMoZMaRuZkPN3Ig4iILyo0ir6NpwYZ5TxZyM/EWU4pPxtPG+CDL5bjD7Hi5kM65vqSYq/HFW4+GjydMdZEOuTdiJzdurfcw7nvCU7ZQKccB7BSZTx83JYr7fy9w79+/T6FChd58QA2GePSGUOTyIGQnr0GHDplKMxZFA+mH12DX9QvYuBlJnTqZnpcoiiRog5EgwVUZZPTFQmtQE6MJw1HuhovS+DYkBtHAy7SXyKUK/Gx9TbpY6QQ9IapIHOS2+NuZHtXUGPQ8S43GUW5LTns3Hjx4QOHCpomyq7FhdDy6ko55SvNj+SYmzymD27GRtN69hrq58rGoTkuLXNQFUaTv7u2cffGcDW07UtrPvLPGf2XJuctMP36GwdUqMrymeVWo30d8aho9l2wmOjmV5f3aUSSHccULTGHv5fuMX32Qkrn9mDOwFU52WX/O968IgsjKvZdYvO0cgX5u/DykObn9P742QKIocvTsQxatOUVkTDLVy+djUI8a5PK3bAGz/wKRkYmvxNJrURsXlwqAp6cTpUvleiWWSgXi62NapUsrWYvBIPD0WfSr1/D6c27fCXtznjdPHq/XYjeQkiUC/u9SxTPO089bcZIX4fGULZ6LIT1rfbTn6Q9eeMBPyw9jZ6Pgh0FNKFf4wxTMuvciikHzt2GjlPPb0HYEemf95uyqM9f4Ze9J2pQryqQ29bNkI0Kj19N9zRYeRMWwtnt7ivsbX3n3n5hz8TyzLp5jUq26dCtRyiI+49LTaLRjOc5KW/a07GFWajG8avXT9MBviMDehv1wUJieFp6sS6f1yTn42Lqwump/ZBLTNiZSdGn0vvQTuex9mFFqiEmvfZwmjrG3v6WES3GG5v/caHtBNDDv8Sh0gobhBeYYHRRL1D5na0gPirq2o5L3UKNsNfoozr9sgJd9A4p6TTPK1tgorlXg3r//RkBlRG+RyFDI87964x0/nimRqz2yHXnnzxA3rEFW1zgxpdYnkqKPxFmRw+i2QKIoEqsJRy9q8bHNhVRifLpPnCaOZH0K/rZ+2JhwLgAgIj2WVL2aIAdfFFLT0m5EUeS5Kg61QUteJx8UUtmfXh9jSNfraHZwKTrBwL5G/XBUmCeAVDotTXesJF2v42Cb3rjaWCbqlRU3iQwOPnjM0K17aFqkIL+2apwlN9FUtYY+S7fwJCqOJX3aUC53TouP8Vd2XLjLxHWHKJcvgDkDWmL3AapyJqvUTFhygDM3n9GgUkHG9aqPvW3Wn+MyljuPwpm7/Dh3H0WQP7c3Q3rWomzxj7vyqiWJjU3hxs0Xr0XtcyIjkwBwdbV/E/krXSqQHNaCRv9J9HoDDx9Fvk4rf86duy/RavVIpRLy5/N5E+EtViwndnYf3+czK9DrDew8dJPfN54jRaWmaZ3i9O1c9aOsiP7sZRxj5+3mRWQCA9pUoWfTCh+k8v3j8Fj6z92CTCph8ZB25PXL+o3KuYfPsejYRXpXL8uoxtWz5PoTm6qi/YoNaPV6tvTpgp+z5dL6396c39iuE6V8TStK+lfOvAyh64FNdC1Ukp+qZr7A6/u4HPOCzsdW0zVfWSaWNT29GOBA+C3GXt/M6CJN6Jq7ssl+9oVfYOajjXxduBt1fExLx94VvoetYdsZU3AURV2ML1r1OOU6K4In09ivF9W8jG+beSryZ56mHKZ90DocFcYFNZ7ET+NF8u9U8N+JozLz54CNjeJaBe5bAupP0VvpWzv4/yJyhWNHoGMHtOvmY1u/s1FzEkWBeO0zZChwUeb614vcrFmz6N+/P/av01gbNm7IzN+nkMsrL44K46MOWoOWl+pwnOROeNqYdlFP06sJS4/BQ+lsco8vgERtGi/TEvCzc8Xd5tW5W1MF7g/XD7P80SVW1+pKFZ8gk+eUwZen9rHl8R3WN+lEZT/LCISsSPPJ4HZ4JF1Xb6aQjxeru7XDJgvO+mh0egas2M71kHDmdG9OzULmp4D/G1vO3OKHjUepXCiQX/s1x06Z/eL2fkgUY+ftJiYhlRGda9K+bqmPThxFRiexMKN3pqsD/btWo1HNop/8uVGDQeDmrRecOv2Q6zeeExoaD4Cjow0lX4vZ0iUDCQry/OheMyvmo9XquXf/5Zu08/sPwtHrBWQyKYUL+VO2bBC1axUmV8DHl2lhaZJT1azccp6t+6+jeN3TunPzcth8ZD2tVelaflp+mMOXHlKtZB4m9G+Es0P2R9+fRsQxYN4WDILI4iFtKZDDK0vHE0WRH3cdZ/2Fm4xoWJV+tSx7VjaDR9GxdFy5kQBXF9b37ICD0nIbPRnHq/SCgZ2dLHe86qdLJ1h8+xKL6raicZD5xch+vH6YZY8usapWF6r6mH7kTRRFhlxezfX452yrOQxfO9PWu4IoMPTaLGI1SSyv8DX2cuPf71pBx7jb41FI5EwuNgG5CYGlFc8mEZr+mFEFF2AvN27zI1UXxaaQzuRzakAN37FG2eoMiZwPq4erbXlK+Cw0ytaYKK5V4L4WUO+M3r7N+0Tu8eOIHdqRtmYatvU7IzOytU+aPh6VPhoXRUCmKpIFBQVx5coVPD09EUWRaHUoSMDbJsDoBZsoikSqo9AKWnLa5TCpX60oijxPi0IQBYIcfJGamLahFww8TYlGKZMT5PDH4tMUgXsp+gVdjq+mW76yTDBzxw5g19P7DD2xmyElKzO6XHWz/cEfhRr8nJzYasFCDQARySm0W7YOpVzO5l6d8HQ0vUjX+9AbBEas3c3x+8/4pUMjmpXOmrO9b7P+5HV+2XKC6kVzM/2zZtnSW/dtRFFkx8nbTF9zHHdne6YMbkaxvJbZtbYUqjQNa7ZfYuPuKyCR0KVFObq0qoD9Jxy9EkWRZ8+iOXz0LseO3yc2NgVbWwUlS+Si1Ou047x5vD95cW/l76Sna7lz9yU3br6K4D96FIkgiBQs6Ee9OkWoXbsI7m6Wvz5+TIRFJLBg9SlOXXyMt6cTA7tWp161wh+sR/i7EEWRzUdvMGv9SbzcHPl5SHMKB2X9UZe/8jw6gX5zt6DR6lk0pA2FA7J2DoIgMnbTAfbefMD3rerSoWLWtLc79TSE/ht3UDNvEAvat7BoT/asKJCpNRhou2ctz5MTOdC6F/6O5tXXSNfraH5oKRqDnn2N+uNkRkbfy7QE2p6cSyWvvMws28XkjdL7yc8Zdm0WHQLq0C+v8cWiAK4n3GDW47l0DuhAIz/jo92R6c+Z93gUlT2b0NTfuIJRAOej53AvcSttg1bjqjQu8BOSuJBnibMo67sBF9vSmbYzJoprqsD95FYKgpCAiBaZzOfdb9jatV+J2w4dXoldeNNSKH3NdKR16hstbgXRQLo+jiVz1lGmZEWKFSvGrFmzCAkJoVChQvTs2ZMSJUrQrl070tLSmDNnDuHh4dSuXZvatWuj0idTrlAVtEkiz58/p1ChQvTt25dixYrRtWtXjhw5QtWqVcmfPz+XLl0CYMKECUyfPh0AlSGNWmVrkhyeTOiL0EzZ/5VEXSpaQYeXjavJ4hYgSp2MAQE/O1ezIitpei1fXdpNgIMro0tk/hz0+whNSWLc2YOU9vJnRBnLnGFV63V8vm8XgiiysEkLi4pblVbLgI07SdPpWdyhZZaIW0EQGb/1EMfvP2Nc89rZIm5XHr3CL1tOULtEXn7t2zzbxa1ao2Pi0oNMWXGEsoVysnpit49K3BoMArsO36LTkN9Zve0itSsXZP3cPvTtXO2TFbfR0cms33CBvv2X0W/gcrZuu0KB/D58920rtm8ZxpQf29OxfUUK5Pe1itv/U+zslJQvl5t+n9ViwdyebFw3mEED6yAIAvMXHqVDp3mMHbeJI0fv/qk376dETj83fhrTkrmTOuLqbM+k2fsYMG4ttx+8/NBTe4NEIqFDvdIs/roDgiDS74cNbD9xi+wOpAR6u/H7sPbY2yjoP3crt0Mis3Q8qVTCj+0bULNgbibtPMr+Ww+zZJwaeYMY36A2x58E88vR0xb1XdTbh8m163I+LJQZ589YxKdSJmNOrWboBAMjT+7FIAj/bvQP2MkVTK3QnMj0FH6+cdQsXzns3RhYoA4noh5wLPKeyX4KOwfS0LcC28JOEpoWbZKPUq4lKeFSnO0vd5GoTTLa3tcukLLudbgYd4A4TYTx47t3Ryax4WrsUqNtczr3QCH14Gnir0Z9zhXyXDg6dCAldQ16g/FzzhSiKP7nvsqWLSv+lXv37omCIIgazT1Ro30oCoLwt9/5E8eOiaKnpyiOHy+Knp6i5vAmMUl9W9Qb1P9s9w5SdTHi4bNbxKLFioqpqaliSkqKWKRIEfHatWsiIJ45c0YURVHs3bu3OG3aNFEURTEwMFCMiYkRDYJeDE97JgbkyilGR0eLwcHBokwmE2/duiUaDAaxTJkyYu/evUVBEMQdO3aILVu2FEVRFL///ntx2rRpokEwiC9UL8SCRQqKz549y7T92+gMevFxcqgYqor69+ftn54HrVq8kxAmRqYl/e2xe/fuGeXr+ysHxDwbfhAvRj03eT4Z6AwGsdWu1WLRlTPF58kJZvsTRVEUBEEcfXi/mHv2dPHIsycW8ZmB3mAQ+2/YLhb8caZ48kmwRX1nIAiC+NOu42KRsb+KC46cz5Ix/spvBy6KJYf8Ko7+fY+o1euzZcy3CYmIFzt/s1Ks0GuGuGT7OVFvMGT7HP6J5y/jxIFfrxWrtpkmDhy3Trz7KPxDTynLSElJF/fsvSGOHLVWrFN/ili73hRxyLBV4o5dV8XERNWHnp6V/xDBITHi0t9PiJ26zhdr15siNm42Xfxxyi7x4qWnol7/cX3GLYXBIIj7jt0WW/ZdKFZtM0389bcjoipN86Gn9ScSktPEIdO2iOV7zhC/X7JfTFdrs30OL+OSxKYTfherfDlPvPY0LMvHS9Noxe6LNoolxs0STz0IzrJxJh88Jub/4Vdx/dWbFvc97ughMffs6eKBJ48s5nPzo9tirqW/iHOun7OIvyk3joh5Nvwgnop4apYfrUEvtj81T6x3+BcxWZtusp94TbLY4tRYceyNRSavoSPSI8U+l/qLS54uNck+SRsnTrjdWVwb8otJ9ldifhN/e1hNjEl/YLTti6RV4tHgAmJc2lmj7LS652JwaE4xNuGbf/w94Ipoglb8pLbD/zV6+za1a8OgQTB5MuLA/miqF0EhdUUmNS7lQRD1pOvjuXr+Dm1at8HBwQFHR0fatGnD6dOnCQgIoGrVqgB069aNM2f+vDOWoktAEA1IJdI3c86dOzfFixdHKpVStGhR6tati0QioXjx4oSEhPzJPlGXhF40IJPITLIHiNUkISDiZWN6gRZBFAhXJ6KUyvGyNa8IxvmoEFY/uUKv/OWp4G3+OdnZ189yLTqcH6s2IJeTq9n+ADbevc2We3cZUr4SdXPntYjPDH45eprjT4L5tkEtauQNsqjvDBYdu8iac9fpXrU0A+tktsezaYiiyMJ955m35yxNyhXip56NUciyt2fiscuP6DVhLTGJqcz6og39WlW2aHqXORgMAht2XaHXqFUEh8XxzdDGLPihE0XyfzyRZUug1eo5c/YREyZtp22HucyYuZ/YuFR69ajO6pUDmDu7Oy2bl/m/bhNjxXiCAj35rE9N1q4axKxfu1KvblEuXnrK2HGb6NBpHvMWHOHhw4hsjyJmJVKphMa1i7F+bh/aNy3DtgPX6fnFSq7defGhp/YGVyc7Zn3Rmr4tK7H/3D36TF7P88iEbJ2Dv7szvw9rj6ezA5/P386Vx2FZOp6dUsH8ni3J5+PBiLW7uRaSNdH1r+vVpGbe3Ew8cIyzz55b1Pd3NWpTwseX0YcO8Cwh3iI+2+YrSos8hZl57QxXo8x/TkYWq0k+Z0/GXtpDilZtsh+FVMb44i2J1aQy7+ERk/24KZ3oGdSIKwkPOB93xyQfvrY+NPRtwJnYczxOeWK0vbPCneperbibdIEQ1X2j7Yu7dcJG6syV2CVG2+Zw6oiNzIfgxLkfVRT341jhWQQRgyEKicQOqSQTef7Hj8PChTB+PCxahPTERWxkxpfhT9PHIyIgl747hfSvgvHt/+sFHan6JOzkTsAfP7ex+UNkS6XSN/+XSqXo9XoA5HI5OoOOZF0yjjIHNGqNUfYZpBs0JOtVuCmcsJGZnmIbq0lFa9DjZ+diVopzqk7D2Mt7CHJ058sSme8//D4uRoQy7+YF2uUvRsu8xleoexc3oyKZcOIY1XMFMryi6RX43sWGa7dYceka3cuVolu5Uhb1ncHaczeYd+Q8LcsUYUyTmllapEcURebuPsvi/RdoUbEIk7s3zJJ+ge9Drzcwc/0Jxs7fQ25/d1ZP7Ebl4kHZNv6/8SI8niHjNzBv5QnKlwhkzezeNK5V9JMpnCQIIrfvhDJz1gHad5rHdxO2cft2KM2blWbhvJ6sXNaP7t2qksM/61t6WPm0kUollCgewBcjGrF5wxAmTWhD8eIB7N5znUFDVtLrs99YvfYs4RGJH3qqFsPOVsnwPnWYN6kTUqmEYd9vYubSo6R9JGnaMqmU/q2rMOuLNkQnpNJrwlqOXX6UrXPwcXNi6bB2+Lk7MWThdi48sKwg/CtOtjYs7t0aH2dHPl+5kwcRMRYfQyaVMrN1E/J5eTBs216exMZZzLeNXM78Js1RymR8vncXKq357yWJRMKPVRvg5+DMsBN7SNZq/t3on+YokzOtQnNi1Kn8cOOwWb6Ku+akU1BFNj2/xK2EUJP9tMhRjUB7HxY+2YHGYNpz1sK/KW4KN1Y/X4cgGp/OXc2rBU5yd/aHrzDaXilzpKR7N8LSLhGRdt0oW6lESaDLAJI010hQnzfK1sVpOGAgKWW+UXaZmpfFPX4gBCEt89HbtwpNCRPHk75mOvbdRiM9edaoMQ2CDrUhAVuZC7Vr1mHHjh2kpaWhUqnYvn071atX58WLF5w//+oFX79+PdWqVQPAycmJiPhXHyZnufF9LIOCgrh45SISIPhOMMHBwUb7EEWRGHUiMokUdxvTD/+rDTpiNam4Ku1wVJhXNfHnm0d5qUpiasXmZvdOS9SkM/zkHnI5uTCxUl2zfGUQn57G53t34eXgwKyGTS0aBTz77DkTDxyjRt4gvq5f02J+32bP9fv8tPs4tQvnYVKb+llaoEQURWZsP8Wyw5dpV7U4E7o0yNaoaWJKOp9P3cL6g9doX7cUi8d1xNfDvCIXluKvUdtvhzbm57GtPsoWIKbw/Hksvy87SdceCxk+ci2Hj96lYoW8/PxTBzZtGMKQz+tRsKDfJyPkrXxcKJVyqlUtwITvWrNl41BGjWyMu5sDy1ecpluPRQwdvpqdu6+RlJz+oadqEUoWycnKX3t+tNHcysWDWDOpG0H+7oydv4e5m04hCNkXUfdycWTpsPYEeLkybPFOztw1fr1kDJ5ODiz9rC32SgX9l23jeWyixcdwtFGyuENLbOQy+m/cQbwqzWK+czg5M6tRU54kxPP1sUMWyX5wVtowt3ZzIlTJfHPWfJ8lPPzpX6gyW4JvcTz8sVm+hhSsh7etE5Nv70QnGEzyIZfKGJy/LZHqeDaFHjfJh63Mlk652vM87TknY4w/Y62U2tLAtwth6Y+5k3TOaPsirm2wl3txOXaJ0a+Pv1P7jy6K+0kIXFHUI4gpmYve/qWKstYQg75WecQN6/9ceCoTpBle7ZrZyzwpU6YMvXr1okKFClSsWJG+ffvi5uZG4cKFWblyJSVKlCA+Pp5BgwYB0Kdvb9q37EznJj2Nbs4M0KRlE+Li42hWpRm/Lf6NAgWML8GerFOhFrR42bia3OxaFEUi0hORIcHH1vTWQgCnI5+x/ul1PitYibKe5vVhFUWRr84cJDZdxdxazXFUmtc/F8AgCIw4sI+4tDTmN2mOm51leugCPImJY+i2PeT1dGdW6yYWqWD4V47ff8q4LQepkCeAGZ2bZmkkVRBEft58nDXHr9G5Zim+6Vg3W6t9hkYl8NkP67kfHMnkgU0Y3b0OCnn2pkW/j3dFbRt9AlHbuLhUNm+9xIDPl9O771LWb7xArgAPvv6qGVs3DWXc2OZUKJ/HWijKSrbi5GRL0yYlmTmjK+vXDqLvZzVJVWmYPecQ7TvO5dvvtnDi5AM0Gt2HnqpZ2NooPuporq+HM4u/7kDrWiVYve8K3yzci0ar/3dDC+HuZM9vw9qRx9eDkUt3c+L20ywdz9/Nmd8+a4NBEOi3bCtRSamWH8PFmYXtWxKTquLzLbvR6i33fFbLFcgXlaqy59FDVt40LqL3Psp4+zOyTDV2PbvP1id3zfY3tGh1Crh4Me7yPpK0pm9WOchtGFu0GY9TolgTbFyg621Ku+WnhldJNrw4SpTatPTuiu4VKOCUn21hO0g3GP83lXKria9tEAcjVqMTjPvsy6U2lHHvRbT6Di9UxgnkjzGK+0m0CUpVbSL4mRtFilb4c9/bv/IXcSuIOlTaR8ilLtgpcv5rn9y30QsaErQh2Mlc39scOSQkhGbNmnHnzp9z8kVRJFbzEr2ox8c2l9EpvaIoEq6OQBAFctj5m5QSbBAMhKRFopDICbD3NnlxHa9REZGeSA57V1yV76/0+29tglK0ahof/A17mYJdDT7D1szo7boHN/j67CG+Ll+TgSUsc8Z0xvkzzL98kSl16tOxmOXaAMSr0mi3Yj1qnZ7NvTuTw8XyUcYrwWH0X7aNfD6eLO/XDgebrKvIKwgiP2w8wrZzd+hRpywjW1XPVvF260k4X87e+SqCPKIVJfL5Z9vY/4TBILB57zWWrD+DUiFjRJ86NKxZ5D8tbA0GgdNnHrJv/y2uXQ951bqlgC916xalTq3CuLt/GhFpK58Woijy9GlGS6p7xMWl4mBvQ40aBWnZvAwFCvh+6CmahVqjY/Ha02zZdw1fLxe+HtyQMsUs0/fdXERRZO2Bq8zZeIqS+f2ZNrwlro6W2yz+N5LT1Hy+YDsPQqP5uXcT6pXKn6Xj3QmLpPdvW/BzdWJV/w64Olj+b91//xHDt+2lRbFCTGvRyGL3FEEUGbR3J8dDglnbpj3l/c0LPMCrQEGXAxu5FRPJvlY9ye1ifAbj29yJj6DNkeU0z1WMGZVamOXriyvrOBfzhC01h5DT3rR5RasT6HNpChXcC/Ndsd4m+XiWGszEez/Q3L8p7XK2Mdr+acotlgVPoKFvd2p4tzbKVhD1bAnpjkyipE3gciRG6AtB1HI+rB628hyU8V1n1Pvwn/ri/t+2CRJFPYnJM5FIFP8cvX2HeNUaYhAR/zh7+64WQu8hTR+LBAn2cuMbzasNKrSCGmeFm0niNFWfilbQ4qY0vaVPnDYZgyjgbWt6YSmdYCBanYyD3AYXhXmFYX66cYSo9BSmVmxutrh9lBDLxAvHqO4fRP/ilmm6fuTZE+ZfvkiHIsUsKm41ej2fb9lFTKqKhe1bZIm4vfcyisErd5LDzYXFvVtnqbg1CALfrz3EtnN3+KxBhWwXt8cuP2LwL5txsrfh9287fzTi9lOL2qrVOnbuukaP3kuY9MNOwl7G06VzZVb83o+F83vRrk15q7i18tEikUjIl8+HQQPqsGHt50z/pRPVqhXgxMkHDBy8gi/HrOfyleD/bGGqjzmaK5FI6Na4HD9+3pT7wVF8Nnk9YdGJ2Ta+s70tiwa3oWigD18t38v+Kw+ydLxiOX2Z16MlofFJDFyxA5XG8q9B48IFGFmzCrvuPGDBmYsW8yuVSJhWvzE5nJwZun8PMSqV2T5lUimzajZDKZMx9MRutAbTUoIzKObux+dFqrLj+W0OvzSvPdNXxZohk0r58fZukz/73rZudA6sz+nYW1yLN20+eRxzU9mjIgciDhGnMT4SnNepBAWdynIieisqvXFth6QSOWU9PiNB+4ynKcYV3vrYorj/eYGrStuG3hCCROr8/sXiO8StIOrQGRJQSF2RSt9a8GdC5OoENRohBTuZG1LJ+/t4BgUFvSN6K5Cki0MuVWIvM17MCKJAgi4RG6kNDjLTeqNqDFoSdam4KBywlZkudqLSkxAR8bNzMWuhfiLiCZuCbzKgUGVKeeQw2Q+AWq9n2Ind2CsUzKjZBKkFBERIYgKjDh2gmJc3E2tZ5iwvvNrJHrfnMNfCIvileUNK5rB81dzgmHgGLN+Ok50NS/q0wS0Ldo8z0BsEvl19kN2X7jGoSWWGNKuSbQJOFEXWHbzK1wv2UCDQm9+/7Uwu3w9fuOjts7YhL+MZP6zJf/qsbVJyOqtWn6FztwXMnnsIVxd7Jn7fmtUrBtCnVw1y5TJ+w8+KlQ+JTCalTJkgvhrdlI3rP6d/v9o8fx7HV19vpP/A5Rw9dheDwbz+nR+Kj/lsbv0KBZn/VTuSVWr6TF7P7Sfh2Ta2o50NCwe3oVSeHHyz6gC7LpqfLvtPVMz76ljQvfAohq3eZdFU4gwGVq1Aq+KFmX3qPHvvWa4Pr7ONDQubtiBZo2Ho/j3ozBSkAH4OTkyt1pjbsVFMv2p+P9/PC1ejiKsP317ZT4LG9LPIPrbODC1Yj/OxT9gffstkP+1z1sLP1oP5T7ajN/FM76vIrcjWsO0m2Tfy64FOUHMsapPRtnmc6uBhk5+rcb9jEI07uvExncX9TwvcjOitUlEMqeQ9C/f3pB3/LXr7Nv8ictP0MUiRYWdCcSiVPhmDqMNF4WHS4j9Jl4xBNOCuNC3yKooi0ZpEpEjxVJp+ZjZFpyZJl46njaNZ1ZeTtOmMu7yX/M5eDC1a3WQ/Gfx8+ST342OYXr0JPvbmi4h0nY5Be3chk0pY0LQFNvL3b2gYy/wzF9l99wEjalahSZGCFvObQURiCn1/3wbA0j5t8XN1svgYGegMBsau2Mf+Kw8Y1rwqAxpXyjZxaxAEZqw9zqz1J6ldNj/zx7TD1Sn7Ut7ex1+jtqtn9frPpiRHRiYyb/5hOnddwIpVZyhcyJ+ZM7owb053qlcraD1Xa+WTwNHBlk4dKrJ29UBGj2qMTmfgxym76dZzEdu2XyH9I4iAGsvHHM0tmT8Hv3/bGUc7JZ//spnjV80rFmQM9jZK5g1qRfkCAa+zjm5n6Xh1iuRlUpv6XHgayugN+9FbeNNEIpHwQ5N6lAvIwVe7DnLjpeUK9hTy9OKnOg24FB7G1HPmC1KAhkH56VaoFItvX+L0yxCzfCllMqZWaE6SNp2J1w6Z5at9YAWKu+Zk2r39JGlNE8tKmYJB+VrxIi2KHS9Ne748bTxp4Fufs3HnCFEZX/nb2zaAcu71uRR3iBi1ca2ZJBIp5Tz6kaIL52HSHqNsP6Yo7n/6DG6qajOxCcPw9ljB85Bcfz/j+R5x+7ezt+/jHfY6IY1E7Qsc5F5GpycLooFI9QuUUhs8lMZXEDUIBkLTw7CT2eFja3xLI4AUXRoR6ji8bdxwVZomAAVR4GlKNBKJhDyO3pmKkr7vDO7Xl/awNeQWW+v1pri7eRHM0y9D6HZgE72LlGVCZctEWr85dpgNd26xrEUbagbltohPgOOPnzFg005aFi/M1OYNLS56UtUauizcQFRSKiv6t6ewv2nvl8xgEATGrtjH4euPGdW6Bt3rlM2ysf6KXm9g/OL9HL38iG6NyjKkQ41sLWb1LkRRZO/RO8z8/ShKpZwRferQoEbh/6SwjYpOYs3ac+w/cAuJREK9OkXo0L4iuXN7feipfZwsWQLr1n3oWVixECKQnJxOdHQyKpUGuVyGt7cznh6OH/w6YwqCIBIenURMXAo2SjlBAR7Y22bdkZXMojMIPA2LRZWuJdDXDU9X07LTTEEQRZ5ExJGsUhPk44anc9aOHZmUyou4RLydHQnydLW4f50gcC8yGoMgUNzPF4UFNx9DEhOJVKVQ0MMTN1vzN5ENosid2Ej0okBJTz+zi2u+VCURqkqkoIs3bjamzy/NoOVeUjheNk4EOpiWlSQCwaoIVPp0CjsHIpcYX+TSIAo8Uz3DRmpDLvsAE+z1hKY9xk7miI+tcfYiEKd5jEHQ4G1XBMm/xUO7dIH+/YGMs7j1sZXnpKzfWqPGjY0fRWraVnL6XUL+OgD5f3cGVxRFklIXo5AXxM62wd9/4R8KRukM8YiIKGX/skh7RyQ3TR+PFBm2MuPTH1P1SYiiAWe5u2nRW/2rlGA3pavRtvDqOYvTJKGUynFRmH4Rj9eo0AoGfG1dzEoBvh77kk3BN+ldoKLZ4lal0zL2zEHyuLgxtrxlWuxcCAtl/Z1bfFa6rEXFbZwqjXF7D1PQ25Mfm9SzuPAxCAKjN+zneWwis7s3z1JxK4oiUzYd4/D1x4xsVT1bxa1Wp2fs/D0cvfyI4Z1qMqxTzQ++6ExL1zJ5zj5+XniQYgX9WT3zvxm1jYtLZe78w/TotYSDh27TvFlp1q4ayFdjmlnF7T+xbh3cuPGhZ2HFQkgAF2c78ufzIX8+H+zsFISHJ3D/QTixcakI/7EAgVQqIaevK/mCvBEEkUfPoomJT+VD/xUKmZQCubxwcbTleWQCMQmWrzj8PqQSCfn8PHC2tyEkOoFEVda2jvJ1ccTP1Yno5FSiki3/dyqkUvJ7eaAXRILjEyz62uZyccFeriA4MQG9YH4EWiaRkNfVA50g8Dwl0Wx/fg7O2MuVhKTGYzDjs2kvU+Jt40yMOoV0E3vaSgB/Ww8EUSRanWCSD5lEiofSHZUhjTQTKirLJHJcFB6oDMloBLVRthLASeGLgI50/b/M/8aNP23sSiVKApx7k6S5QrLGuFRvF6fBgJaU1OVG2b0Ly+VbZjNqzRl0urt4uP367sXj5cvvFLeiKKA1xCOXOiGTZqJ1TIbIvXwZfc3KaIVUHOSeRhd3EkQDqfokbGQOKGXG94o1CAaSdSk4yBxQSk3bcU3WqdCKevxsTEuPBtALBmI1KTgpbM3qeWsQBL6/uh9fOyeGFq1msp8MZlw9TVhqEpubdsbWAmnEar2Or48eItDFlZGVqprtLwNRFPl23xGS1RpWdmmL0oIpzxn8euAMpx4G812rOlTKm7WVMxfsPc+Ws7fpXa8cPesavcFmMhqtnrHzdnP2VjCju9Whfb1S2Tb2+3gcEs13M3bzMjKRvp2q0r1Nxf9c6m5SUhobNl1kx86r6HQGGjUsQbeuVfD1Ma8F2P8VpUrBiRMfehZWLIwDkBe4cfM5S1ac5vadMHx8nOnRrSoN6hf/T33WnYCcyWn8MGc/F64HU6tyAcYOaoijg/nt9ExFCuTS6Rm3YC+nrj9lZOdadG5YJtvGzqnR0n/uVh69jGHh4DaUzWd+xeD34S8ITFm9izOPQljSuw2V8ln2Pm0P3Ll4lZ+PnOKnpvVpV6qYRfxKATEygg6b19O5WAkm165ntk9H4MTlkyy8dZG1jTtSzT/QrPmlRz+ny/E1DClSjZHFTQ92uGjT6HZiFsVcc7CgQk+TfNgChx+s51jUNVZUHIe3rfGBMQeDhgU3xxJgn5MxhUYZPwd9KmseDCSfYwm6BI0xylYpilx80R+tkEK7oDXvrzlUq9bffuTv1I7gxLm8SF5BMa9fMz2mQpEHO9sGpKhW4uI0FKnU9AK2/50r8l9ITl2EVOqFo/17SmiPGfPOVj86IRERA0qZZ+YHq10bxowhTR+PBOl7o7c//vgjRYsWpUSJEpQqVYqLF19Vs5s1axYxyRGvo7eZf4OvWLGC8PBXhReS9El8NXgMESYWYhBEgThtMrZSJY5y41M3+vbty71794hRpyAg4mP79wJZO3bs4N69e5nyt/7pNe4mRjGuVD0cFebdVO/ERrH83jW6FSpFBV/j0zjexayL53melMhPdepjpzCvqvPbbLl5l6OPnjKqdlUKeBvxHswkB28/YsXpq3SuVJKOFUta3P/brDtxnd8OXqR15WIMa2H+JkVmUWt0fDl7J+duBzOuV70PLm5FUWTHwRsMGLuWdLWO2RM60Kt95f/Ugjc1Vc3yFafo0n0RmzZfpHq1gqxc1p8vv2hsFbdWrLxFqZKBzPq1K7/81AFXF3umzdhP789+4+ixewjCh46FZh5XZ3umjmvD591rcPriY3p/uYr7Tyx3btMUlAo5UwY3o065/Mxcf4KVey9l29j2NkrmDmxFDg8Xhi/eyYOw6CwbSyaVMrVjY3J7ufPlhn1EJqVYfIxeFcpQKTCAHw+f4EVCosX8lvT1o3epMqy9fZNLL8Ms4nNE6SoEObsy/twhNAbzCnBV9A6kZWAxljw4T0iKab1oAVyU9vTPX4tzMU84E/3IZD89ghoBIqtDDppkbyOzoYlfI+4m3+NRivFn1O3kjlTxbMrd5AtEpocYZSuRSCjp3o1k3UuCU04YZSuXOuLv1IEY1QHUeuN0i4vTQAQhgdS0zUbZ/ZX/zgrsLURRTbr6GM6OvZBIMi+ORFFEa4hlxRkVl579Odx/7mksi06+v/G3QdCiEZKxlbkifUcu/fnz59mzZw/Xrl3j1q1bHDlyhICAV2LrlcCNMip6azAY3gjcjOjt3EXzKFnMNNGSqFOhFw142phW8Xjp0qXkKZifBK0KN6XDOwtLZVbgxqpVzLh9kio+QTQJeH9v3MwgiCLjzx/GzcaOMeVqmOUrg9vRUSy9doVORYtTOcByO6svEhL58dAJKgUF0KuC5Xemn8cmMH7rYUoE+DKmqWXStN/H3sv3mbr1BLVL5OWbjnWzLQU3Ta1l5MztXLr3nPF9GtKqluVaNplCqkrD97/uYfqSI5QuFsDy6T0oXdQymyzZQXq6lnXrz9O1xyJWrz1H+XK5+f23vowb25wcOT58FWorVj5GJBIJ5cvnYcG8nkye2AalUs6PU3bRb8AyTp95+J9pLySVSujSqgLzf+iMIAgM+mY9m/Zc/aDzV8hl/DCoKQ0qFmT+5jP8vvNCto3t5mjHwsFtcLSzYfCC7YTGJGbZWI62Nszs0gy1Ts+X6/dZpDrx20glEn5p0RCpRMqYXQcsklKcwchKVQlwdmHs0UOo9cZV2X0XtnIFEyvX41lSAkvvXDHb39iSdVBKZUy6fsis93LHwAoE2Lvz6/0DJldD9rZ1o3mOqhyKvMQLVZRJPup418JZ7syOl7tMsq/i2QwbqT3Hoo2vqBzkWB0XRS5uJqw1+rkMcO4OQGjyaqPsbJQVUSpKkpz6G6Jo+vv2PylwDUIsEmxxcjAubUAvpCCIWkrn8mHI+uucexoLvBK3Q9Zdp0TO90cq0g3xSJBg954IbEREBJ6entjYvBLcnp6e+Pv7M2fOHMLDw2nXqAvtGnYCYNCgQZQrV46iRYvy/fffv/ERFBTEpEmTqFatGuvXr+fKlSt07dqVUqVLkZ6eTvtG7bhy5dWH39HRkW+++YaSJUtSqVIloqJefXCePn1KpUqVKF++PN999x2Ojo4YRIF4TTL2Mhvs5baEhIRQqFAhevbsSYkSJWjXrh1paa+qxR09epTSpUtTvHhx+vTpg0ajAaBWrVocPncSqURKfq+cfxv73Llz7Nq1i9GjR1OqVCmePn3/ZsG0W8dIN2iZUMb84kpbHt/hWnQ44yrUwsXG9JTpDHQGA2OPHMTT3p6x1SwjmAH0gsDonQeQSaX80ryhRdoXvY1ap2fkur3IpVJmdGmKUm58QYPMcuZuMN+vOUS5/Dn5uVcT5NkUqUxN1zB8xjZuPHrJxP6NaVa9aLaM+z4ePI3kszGrOXnhEQO7VWfauLa4uZjXDzq70Gh0bN56ia49FrF02UmKFs3B4oW9mPBda4ICLZ9ZYMXKp4hEIqFqlQIsWdSH8d+0RG8w8P3E7QwcvIKLl57+Z4RusYL+LJ/eg0qlczNn+XHG/bKT5JSsPYv6T8hlUiYOaEyTqkVYvP0cC7eezbbn0tfNiYWft8EgCAycv5WYpKw7D5zH252Jretx/Xk4sw+dtbh/P2cnJjSqw7WwCH47d9lifu0VCn6qW5+QxATmXLTMBkStnHloFFSAOdfP8TI12Sxf3nZOjChWk5MRTzn80vToq0IqZ2ThhjxLjWFb6FWT/XTOVR8bmZIVIftNsjc3imsvd3oVxU0yJYorpaR7F+I1TwhLM67Hsq3cHy+HRoSnbEIvZP5zJJFIcHYaiF7/lHS1cb143+Y/KXAFQwIODu2RyYyrbqYVYpFK5FTLl4t5XUozZN11fj30kCHrrjOvS2mq5H33ws4g6lEbkrCRuSCTvDtdtUGDBoSGhlKgQAE+//xzTp48CcCQoUPw8fNm56GtnDjx6mc//vgjV65c4datW5w8eZJbt/44hG1ra8uZM2fo1q0b5cqVY9XqVew+twcPRw8k/CGKVCoVlSpV4ubNm9SoUYPffvsNgOHDhzN8+HAuX76Mv78/AAnaFAQEPG3+EPAPHz6kf//+3Lp1C2dnZxYsWIBaraZXr15s3LiR27dvo9frWbhw4evnQCBNr8XL1umdY1epUoUWLVowbdo0bty4Qd68ed/5PF2NDWNL8C36FKhIXmfzFtJJGjVTLp+gnE8O2uSzjNhZcu0K92NjmFyrHs4WEMwZ/HbuMtdfRjChUR38nC3frmfK7uM8jIjh5w6N8Hc1vr9yZrnxLJwvf99D/hyezOrXAhtF9hzjT1GpGTZtK3eeRfLDoKY0qmxe5N9cdhy6yaBx69HpDMyd3IlurSt+8AJXmUGnM7Bz9zW69VzMwkXHyJvHm3mzu/PT5Pbkz+f7oadnxcp/EqlUQu1ahVn2W1++Gt2U1BQ1X3+zmWEj1nD9hvEtPj4Ezk52TPmqFcN61+b89Wf0/nIVD5+ZFnGyBDKplO8+a0jLGsVYvvsiczeeyjaRm9vXnbkDWxOfks7gBdtJTjOuQI8xNC1ViI4VS7D81FWO3Xt/YMBUmhcrRNMiBZl7+gJ3Iiz3elYNCKR9kWL8du0yd6Mt4/e7inWQSCRMunjMbF/d85ejoIs3k68fIt2MKHNtn8KUdQ9i4aOjpOhMex+4Kh1pm7Mmp2Nu8jDZtD7Udbxr4SR3MjOKa8fxaOPTfvM6N8BB7s3N+DVG2+Zy7o1BTCU8ZYtRdg52TZHJ/ElOXWz0mBn8JwUuCLg49jfKwiCkYxDSUEg9kEikVMnrSbeKuZhz7AndKuZ6r7gFUOtfVV22k72/762joyNXr15lyZIleHl50bFjR1asWIFKnwSAk9z1ze9u2rSJMmXKULp0ae7evfuntN6OHTv+yW+qQYWIiOtfetYqlUqaNWsGQNmyZQkJCQFepUq3b98egC5dugCvBK6j3A5b2R/p3AEBAVSt+qp4Urdu3Thz5gwPHz4kd+7cFChQAICePXty6tSrm4pW0KOQyHBTOrx37H9DLwhMuHoAXzsnBhcx/8zmtKunSdSomVy5vkUiok/j45h76TxN8hWgft58ZvvL4HZ4JHNPX6BpkYI0L1bIYn4z2HXtHlsu36FfrfLUKGS5as9/5Ul4LEMX7cDb1ZH5g1rjaJc9BUmSUtMZPHULD55H8/PgZtQtXyBbxn0XBoPA3BXHmb74MGWL52L5jB6UKJTjg80nswiCyMFDt+nZZwmz5xzC38+VmdO7MO2XThQp8vHP//8Fnc5AYoKK8LB4Hj+I4MaVYM6dfMDhvTfZt+0qxw7c5uKZR9y58YJnj6OIikgkNUWNwcI9Na2YhkwmpWGD4qxY1p+RwxsSHZPMqNHrGTV6PQ8eftjzrZlBIpHQoVlZFv7YGYDB367nzGXLi67MIpVK+LpXfdrVKcmaA1f5dd2JbBO5xYN8mdmvOc+i4hm+eCdqrXlnQ/+Jr5rWpIi/N99sPsjLhCSL+5/QqA4eDvZ8ufMA6TrzU4ozGFetJu529ow9esgiKdA5HJ0ZVqoyB0IecSLsmVm+5FIpE8s2JDwtmfn3zpjsRyKR8GWRxiRq0/n9yUmT/bQLqI2z3IFlwXtNsn87ivs45YnR9vZyJyq/juLGqI07Oy2TKCju1onI9JtEphtXFdnZpjguNuUIS16FIGb+MySRKHB27Idac86o8d7mP1lFWSbPiUJhnADRGmKRIEXxWqSeexrLmosvGFYnH2suvqBSXo93ilxBNJBuSMRG6oT8X6oXy2QyatWqRa1atShevDgrV66gYcdaSJC8OXsbHBzM9OnTuXz5Mm5ubvTq1Qu1+o9dIQeHP9r3iIio9Kp3Vk5WKBRv0ntlMhl6/bvfOOJrPx5/Ech/TQ2WSCTvvXEkaNMQRBF3WwekEkmmx/4rm57d4F5iFHOrtMFBYV7vvduxkay5f51eRcpSxMP8NjiCKPL1scPYyRV8X6uO2f4ySNfpGL3rIB4O9kxoZDm/GTyJimPSjqOUy52DIfWqWNx/BvEpaQxdtANbhZyFg9vg7pQ9qbgJyWkMnraFFxEJTBvWgqol82TLuO8iXa1l0ux9nL70hHZNSjO0V+3/RCGp589j+XX2AW7fDqNgQT9GDm9EubJB/7nWRf8FDAYBnc7As1uhqFI1pKk0qFLVb75Pe+v7N/+q/viZVmP6ItrOXomDow32DjY4ONpi72CDvaMNDg5//OztxzO+d3SyxdvPFYUi6441/L+hUMho3qw0DRsUZ8/eG6xdf57BQ1fSqmVZ+vSqgcMHrFacGQrn82Pxz10ZO2U746buYGiv2rRvmj0Vjf+KVCphdPc6yOUyNhy6hk5vYEz3utmSMVOpUCA/9WzMV8v38v3ag/zcq0mWXDdtFHJ+7dqU9nPXMXLtXtYM7GDRDgsudrb80rwhvdZtZdqxM3zX8O8FWE3ya2vLxFp1+XzfLpZeu8LAchXM9tm3WHm2PL7D9+ePcKhNH2xkpj8P5b1y0SqwOL8/vEjHPKUJcHQ1yU9hF3+a5yzF2pDztA+sQA57E6ohy23pHFiPxU93cj3hMaXd8hvto653bfZFHGDHy12MLvSF0fZVPJtyNmYXp2J20DZgiFG2BV2acT1uJTfj1+Kbw7jaJ7lcenM7ejAxaYfwcWiSaTsnhy6vvxtk1HgZ/DcFrtS41GRB1KETklDKPJBKZG/O3GakJVfK6/HeNGW1IRERATv5P4/58OFDpFIp+fO/etPeuHED/wB/BFGPs7MzKSkpeHp6kpycjIODAy4uLkRFRbF//35qvaPENoCdgx2pKal/i97+E5UqVWLr1q107NiRtevWAiLO8r8XhXrx4gXnz5+ncuXKrF+/nmrVqlGoUCFCQkJ48uQJ+fLlY/Xq1VSvUYMYTTIyiRQH2T/flJ2cnEhJeXc1QEEUmXnnJBW8ctE4p3lRTEEUGX/uMJ52DowsY5kWPmtv3+RK+Eum1W+El73lGr1PO3aGZ3HxrOjSFhc7y6U8A6g0Wkau24O9jZLpnbLuLKxWp+eLpbtJSE1n2YgO5PDInqq6sYkqBk/dQnhsEjNGtKJiMdPbB5hLXIKKr6Zs41FwNMP71Plgiz1j0Gr1rFt/nnUbzmNvp2T0qCY0aljcKmwtgEat40VILCFPo3n+NJqQ11+jb7xKPxvz2bK/2UgkYGdvg4PjHwLUxc0e/wB37B2Ur36WIUjfIUaVSjlpado3ojntHQL67e9TU9RERSS+EdMa9fsjNzKZlJyBHgTl9X7zFZjXG19/1//EJs7HilIpp03rcjRsUJxlK06xY+dVTp95xLAh9alW9cNlomQGTzdH5k7qyKTZ+5i97BgvIxM+2KaeRCJhZOeaKOUyVu27jE5vYFzv+sikWT+XBqUL8DI2idm7zpDXz4P+jSplyTgB7q780K4Bw9fsZtq+03zTwjIiNIMquXPRq0JpVly6Tu18uameN8gifhvly0/DvPmZffE8DfLmI4/b+zMdM4NSJmNi5Xp0O7CJJbcvM7RUZbP8jS5Ri4NhD5h66xhzq7yn60omGFywHoci7jDrwUGmlelkko8W/lXZFnaSZc/2MKfMCKPvxRlR3I2hm3mS8oR8TsYF+hzkLpR1r8uluEPU9emEqzLzxwQVUjuKurXlWtwy4jVPcbd59zHEd+FpVwc7eSChScvxtm+c6b9bKnXGxWkg/1cC11i0hjgAlK+F8a2wpD+J2Sp5PZnXpTS3wpL+JHBFUSBdH49S6oBC+s/iJDU1laFDh5KYmIhcLidfvnxMnj0ehdSG/v0G0LhxY/z8/Dh+/DilS5emaNGi5MmT502a8F8xCAZadWnFdyPGM9X+F86fP5+pv3XWrFl069aNGTNmULNBbRydnfCw+fuZzMKFC7Ny5UoGDBhA/vz5GTRoELa2tixfvpz27duj1+spX748bXt1IUXQoZTK//VN2alTJ/r168ecOXPYsmXLn87hpug0xGvSGFeqntkL7E2PbnM9JoKZNZpapLDUy5Rkpp49RfVcgbQpVMRsfxmcfhrCmis36FWhNFVyW7bPnSiKTNpxlOCYeJZ+1hYvZ0eL+n97nMkbjnLjWThT+zSlSC6fLBnnr0QnpPD5L1uISUhl1sjWlC384SoTP3sRw+gft5GUks5PY1pRrXzmL+wfips3X/Dr7AOEhsZTr25RBg2og5ub5TZu/l/Q6w28fBH/RsA+fxpNyLNoIsIS3rSEUShkBAR5Urx0IH5P3FDayPlhVpe/iVQ7e+UHPaet1xtIU2n/EkVWk5KcTtiLOEKexvDoXjgnD999Y2NjIydXHi+C8rwSvEF5vQnM44WXj7N1o8QIHBxsGDq4PvXqFGXGrP18N2EbVavmZ9jg+nh5ZV3NBHOxs1Xyw5ctWLjmFBt2XSE8KokJI5thb2deBpYpSCQSBrevhlIhY+nOC+j1AuP7NsyWIoe96pXjaWQcC/aeJ4+vB/VKGR99ywz1iuajZ7UyrDxzjbJB/jQqUdCi/kfVrsaZZ8/5es8hdvfrjpu98S0j38XEWnVosGYF444eZl3bDmYfGaueI4imuQsy78Z5WuUtQoCT6ZvqvvbO9C9Uidl3T9MzJpRyXqatJXxsnemVpxqLHh/nevxzSrsbv+GulCnoHtSQXx9u5FzsHap6FTfax6so7n52hO/my4Ijjbav5tWSS3GHOBu7k6b+nxllW8S1Lbfj13Mzfi21/b7LtJ1EIiXAuSeP4ieRpLmGq21ZY6dtEpL/SpW/tylXrpyYUU04g/v371O48N8Lz4iigVTtQ+RSR+wUxomMdH0CqfooXBS5UMqMS8lM06eQoI3CXemLndx48RGvTSBJl0QOW3+UsszfTNLS0rCzs0Mr6FmwagkHt+3lwO59f/qdkJAQmjVrxp07d/7Rl9ag50lqNC4KO5NSMt72c/r6FfYboplesYXJfgASNenU2ryUfK4ebG7a2exFliiK9Nm1ncvhYRzo2pOczpaJTiakpdP8t9U429qw/bOu2Fgw3Qhg86XbTNh+hCH1KjOobtbsKAOsOHKFWTtPM7BxJQY2MW8nNbNExiXz+S+bSUhOZ9ao1pTM/+HOiF66EcL4GbuwtVEwdVwbCubJHoFvKsnJ6Sz+7Tj7D9zCz9eFEcMbUb5c1p3L/lQQBJGo8MRXQvbZH2I2NCQWvf7V2TKpVIJ/gPvfopw5crojk79eZGdk45w48UH+DkuQnqblRXDMH6L+2avv42L+yM6xd7B5/Rx4vXkegvJ642rdRPlX9HoDW7ZeZuXqM8hkUj7rXZMWzUt/9JHy7QduMPP3o+QL9OKXr1vj5WH5YomZZdmuiyzadpZ6FQowqX9j5FnYNSADjU5Pv7lbeBQWw/KRHSgckDX3Ap3BQK8lm3kcFcemwV0I8rJsu7Z7kdG0X76eugXyMrtNU4ttVG26e5uxRw/xQ+16dCluWjvLt4lQpVBny1Kq5whiSb3WZvlK02upt28hvnbObKnXy2QBnq7X0uLELHzsXFhVpR9SifGfWYNgoN/lqUglEhaXH4PMBB97I/azKXQL44uMI5+j8RvuW0LncCfxPKMLL8ZBbtwG28WY+dxJ2ET7oPU4K18Vss3Mfc8gpHE2rDZutuUp7j3PqDElEslVURTLGWXE/0EEVyckICKgkBlXsVcURdIN8Sgkdiikxu1yiaJIqj4RuVSJrcz4G75BMJCiS8ZBZm+UuAW4evUqQ4YMQSfocXB2ZPXyVUaPn0G0OhkJ4G1r3o0sMj0FJDCqeC2z/ABMu3KaZK2ayVXMjwQD7Hz4gJPPgxlfo7bFxK0oiny//ygJaeks6djK4uL2fng0P+0+TpX8gQyoXdGivt/m1J1nzN51mvql82dZWtZfeRmdyOe/bCElTcPc0W0pltcvW8Z9F7sO32LGksME5fRg6jdt8PH8eCMtoihy7Pg9Fiw8SlJyOp06VqJHt6rY2r676vv/M1qtnns3Q3n6KPJPIu7tFF4fPxcC83pTvkr+N2I2IMgTpc0nf8vEzl5JwaI5KFj0zxtLyUnpPH9L/Ic8jeHU0Xvs237tze+4ujsQlOeV8A3M602hYjnJnc/bGu19C7lcRqeOlahRoxCzZh9k7vzDHDl6ly9GNiJvHvPrSWQVrRuVwtfLme9+3U3/sWuZ+k0b8gd9mPn2aVERpULGnI2n0BsEfhzUFEUWi1wbhZyZfZvTdfp6RizZxZovO+PlYvnMKYVMxvTOTWk3dw0j1+1h/eedsbVgt4Iivt4Mr1mF6cfPsOP2fVqXsEzWWvsixdj16AE/nzlF7aA8+DmZt270c3BieOkqTLl8kmOhT6kTYHrmlL1cyajitRlzaTd7XtylRWAxk/zYyZUMLVSf725u40D4bZrkMF7Iy6QyeuVuzOR7KzkadYUGvsafW67rXZv9r8/imhLFreHVmusJJzgfu496vsalWxdz7cDdhC3cTlhPVZ9RmbaTSe3J4dSJ50mLSdO9wN7IgKMpfNIRXFEUUekeIUGOg9K4D4fakESKLgJnRU5sZMZdxNQGFXGaCFyV3kbvjoDp0ds/xtfwIi0aD6UzHjamibY0vYbg1Fi8bJ3wtjV9Ya/SaXmWEkdaaCQVS5Y22Q/ArZgIWuxaTZ+iZfmuUl2zfAHEpaXRYM1yglzd2NSuk8XO82y/dY+vdh/ky9rV6F+lvEV8ZpCi1tBh3jo0Oj1bhnbF3TFrij09CY+lx68bCPJ24/cRHbBTZr1QehGZwOdTN6PW6Jk3ui2Fgj5MtFQQRBavPc3aHZeoWDqISV80x8H+4y0KExGRyKw5B7l8JZhChfwYNaIRefN+3JHm7CYyPJHL5x5z5dwTblwJRp3+Ssy6uTu8iT5mfOXK7YWDo4mv9ycQwTUGURSJj0v9y1nkGJ4/i37zHHt6O1Gucj7KV8lP6Qp5TH9uP0FEUeTosXssWHSUlBQ17dtV+Og3ph6HRDPmx22kpmmYNKo5lct8uMJ/Gw9fY8baE1QtmZufBzfHRpn1G1APwqLpNXMj+f09WTqsfZa1yjv9MJiBK3bQtlwxJrWtb1HfBkGg+5ot3I+KYXe/buR0tczm/oukRBqvXUnlnLn4rXkrsze2tAYDjbYvRy8IHGrTB1szggWCKNLq8DLiNWkcaTwQW7lpnzFBFOh6ZjEJWhU7ag3HVma8H1EUGXz1V5J1KpZVHIdSavzfZW4Ud03Iz4So7jG60GJsZMYF8U5H/sKTlEN0zL0Je7lHpu97Gn0058LqkMOpIwU8xmd6PFMjuJ+0wNUZkkjXh2InD0Ahy/wHWBRFErUhALgqja82GqN+iUHU4WObC4mR6QcGwUBYehh2Mju8bU3bHQ1Li0Yj6Ahy8DMp/UEURYJVsegFA/mcvE1Kw8jw8zQlDp1gQAiPo2gR03cKBVGk1a7VhKtSONauL85K8xdJww/s5cCTR+zu3J0CHub15M0gLDGJ5r+tobCPF6u7tbNoEQxRFBm5bg/H7j1lRb/2lAnKmtTd+JQ0uk1fj05vYM3oLvi4Zs353rcJDo9j8NQt6A0C80a3o0Aurywf811oNDomz93PifOPaNWgJCP61s2WM16moNcb2LLtCitXnf5PpTpmB1qtnrs3XnDp7GOunH/Ci+BYAHz9XSlfJR/lquSnULEclk+p/T8TuO8jI+X71rUQLp97wrWLT1GlapDJpBQtGUD5qvkpXyUfQXmt0V34y9ECP1dGDm9IubIf79GCmLgUvpqynSfPYxj5WV1aNyr1weay9dhNfll1lIrFApk2rAW22bAZe+zmE75YupvG5QrxU49GWfYenn3oLEuOX+LHdg1oVbaoRX1nrFWK+Hqxqqvl1iq/X7/Kj6dPMLtRU5oXML8t4pnw53Tdv5EvylRjeGnzOkVciH5O1+NrGFW8Fp8XMb1A6ZW4YPpeWMaQgvXom6+maT7iH/D1rcUMzteaVjlrGG2vNqj58uZXBDkEmRTFDU17xKInY2ns15NqXi2Nsk3ShrIlpBvF3TpTwWugUfe9ezFjiU47QNWcJzOty6wpyu9Aa4hFKlEglxoXgdQKqehFDU4KP6MvXBpDOlohHReFp9HiFiBJn4yAiKvC1WhbAJVeTZpBg5eNq0niFiBZl066XksOe1eTxS1AklZNul5HDgcXoiTxJvsB2PjwFjdjI5lVs6lFxO2x4GfsfvSAERWrWEzcGgSBr3YfBGBqi4YWr/C49twNDt95wpeNq2eZuNXpDXz5+x7iUlQsHdYh28TtoJ9fNR9fOLY9eXNY5vUwloQkFV9N2cH9JxEM6VmLjs3LfrSL7/sPwvl15gGePoumWtUCDB1c76MuVpMdREcmcfncYy6dfcKNy89Qp+tQKGQULxNI41ZlKF8lPzkDPT7a1/RTQiqV4JfTDb+cbjRsURq93sD922FcPvuYy+ee8PvcI/w+9wie3s6Ur5KP8lXyUar8/29019nZjtGjmlC/XlF+nXWQMWM3Uq9uUT4fWBdX1+xpyWYMXh5OzJvciQkz9zDjtyOERSbwefeaH2RzrW2dkijkMn5cfogvZu5g5sjWWR7JrVMyH4ObVWH+nnPk9fWgb0Pz2+O8i8F1K3P9eTiTdx6jaA4f8vta7t6Y09WF8Q1rMXb3IZZdvEq/ypbJNutVsjR7Hj1g0sljVA3Ihbudee/fav6BNM9diPk3L9A6XxFyObma7KuSdyD1cxRg0f1ztM9dEi8709Y35TxyU8enMMuenKJVzjJ4mnCMr6xbQUq55mPt88M09K2Indy4a5+tzJbGvg3ZFLaVp6nPyOtoXCZFgH0B8jgU40zMbip5NEEuzfzGkIsygCDHWtxP2kEp924Yk2eay6UXkartvEzZSJBrf6PmbCyf7Fa/XkjDIKajlHkataARRZF0fTwyiQIbI4UxQKo+EalEhr0JqcnmnL2FV3OP0yQhl8hwUZgWmRBEkWh1MrYyBS4K0y9MgigQmZ6MrUyOm9K8Sn0J6nR+vnKSir45aZXX/PMiKRoN448fpoCHp0X6tmWw7OJVLr94yfiGtSyW8pPBrRcRTNt/ilqF89CretZUoBNFkR83HuXa05dM6NKA4kG+WTLO20TGJTN0+lYAFn/d4YOJ2+DQWPqPXcvT5zH8MLolnVqU+yiFUFqahrnzDzNk2CqSktOZNKENkya0+b8UtzqdgRuXg/lt9iH6dVhA9+azmDNlL8FPoqjXpCQTZ3Riy9ExTJnXnTZdKhMQZNy9wIrlkMtlFC8dSJ8h9Vi4biBr945k5LfNKVQsBycP32XSmE20rzeVMYNWsnn1WUKeRL+3L/unTKmSgSxd3Ice3apy4uR9evVZwv4Dtz7K58LeTsmUr1rRrklpNu6+yrfTdpGu1n6QubSoUYzv+jbiyv1Qvlm4F71ByPIx+zaoQONyhZi35yzHbj7JkjHkMinTOjbGwUbJF+v2otJY9vltXbwIDQvlY9aJc9yLjLaIT5lUypS6DUjSaPjh1AmL+Py2Ym1kEgmTLhwz29dXJeuiFfTMvHPSLD/DCzdEK+j57YlpfiQSCb1zNyVRl8q2MNN81PWpg6PckR0vd5lkX9O7DSn6eK4nnDDatqR7V3SCintJ242yc1QWws22CmEpqxHErL1efLICV2uIRYIUhdTVKDudkI5OTMdO5m70YkgnaFAbVDjIXUyKfJobvU3Vp6MWtHgonU2OvCZq09AKBrxtzWsDEatOQycI+Nmb305i6pVTpGg1TK5c3yIL1KnnThOlUvFL3QYoZZYpTHE/KoZZJ87RsFA+Whe3XKshgMQ0NV+s34uPsyM/tW+YZYv0Ncevs+PCXfo1rEjjcuanFv0biSnpDJ22lbR0HXO+bEugn3n980zl6u0XDBq3Ho1Wz7zJHalZMWtaQJjL2XOP6N13KTt2XqVlizIsX9r3o++laWmiI5PYt+0qE0dvpH29qXz1+Sp2bLiIh5cT/Uc04LdNn7NyxzCGjm1KpRoFsf0A7Uys/Due3s40almG8b90YPOR0Uxb1JO2XSuTnJTO0jlHGNB5Id2bz2L2T7s5d+IBaSrNh55ytqFUyunVszpLFvUhMNCTaTP2MWrMekLDzMuCygpkMikjPqvL8D51OHv1KUO/20hcguqDzKVp1SKM6lqbU9efMmXF4SzfFJBIJHzfuT7FAn35ZtUBHobFZMk4Xs6OTOvUhJDYBCZuP2rRv0sikTCxcT1c7WwZvesAGr3eIn4LeXoxqFwFdjy8z8mQYLP9+To4MaJMVQ6/eMLRF+ZtJuR2cqd7vnJsDr7Jg8Qok/0EOnjQKqAsW19c4WVagkk+irgEUdWzOJtCj5OsM/5zkxHFvZV0m6epz4y2z+tYEn+7vJyO2YEgGoyy9bQtQE77CtxJ2IyIcRtKuZx7ozVEE6Xa9++/bAafpMAVBC16IRmFzB2JxDgBk26IQ4oMWyPO7GZgq7CnQaUWVC9XmzJlynDu3LlM2xpE06K3QUFBxMbGvoreapNQSuU4/0v0tm/fvty7d+9vPxdEgRhNMvZyJY5Gpku8jU4wEKNOxVlhg6PCvJSzGzERrH94k95Fy1LQ3fxzmZdehrH29k16lSxDSV/LVOjV6PV8uXM/rna2TGxsmerOGQiCyLjNB4hNSePXLk1xsTO/7++7OHM3mJk7TlGnRD4GZUM7IFW6lhG/biMyLpkZI1p+sDO3e4/d5ovJW/DycGTJlK4Uzvfhqja/j5jYFL6bsI3x32/DydGWebN7MGxIAxwcPv10Tr3ewM2rISydc5gBnV6Lnil7ePIggjqNizNheie2HP2Kn+d3p23XyuTK7WWN0v7HkMtllCgbxGdD67Fo3UDW7BnJiG+aU6BIDk4cuvPHZsagVWxZc47nz2I+yoimpQkK9GTmjK58MbIRjx9H0bf/76xeexadzriFaHbQvmkZfhrTipCwOPqPXcOzF1kj9v6NjvVL81mLiuw+fZd5m09n+Xi2Sjkz+zXHyd6G4Ut2EpecNeK+Yt4AhtSvzN6bD9h86bZFfbvb2zGleUMex8Qx4/hZi/n9vFxF8rm5883xw6RqzY/U9SlalvyuHnx/4Shqve7fDf6BIUWr4ayw5ccbR8y6lvTLXwuZRMLCR0dN9tErd2PSDRo2vDDNR12f2jjKHdlpQhRXIpFQ06s1cdoI7iZdMNq+pHs31IYE0vTGbb6521XHQZGP0OQVWXot/yQFrlaIA0Ap8zDKTieo0Qoq7OTuRp+f1Qs6bO1sOXflFDdv3mTKlCl8/fXXmbZP1pkXvU3WpaEV9HgoXf5xgWcwGFi6dClF3lHwKV6jQi8I+JgZvY1OT0UURXztzUubNAgC488dxtvekZGlTS8IkIFGr+fro4cIcHbhi8rm+8tgxvGzPI6JY0rzhrhbqHF6BstPX+Hkg2DGNK1BsZxZkzL8NCKOsSv2kT+HJz/2aIRUmrUCQavT89W8XTx8Hs1PnzejdMGcWTreuxAEkSXrzjBl/kHKFAtg4Y9d8PW2bFq5uRgMAjt2XqX3Z79x6fIz+n1Wi0ULelG4sP+HnlqWIooiD+++ZOYPu16lrQ5cyfb1F3B1c6Df8Pos2fg5q3YNZ9jYZlSuWRA7e2uU9lPCy8eZxq3K8N3UDmw6PIapi3rSukslEhNU/Db7MP07LqBXqzms+/3Un3rzfopIpRKaNSnFymX9qFa1AMtXnKb/oOXcuRP2oaf2N6qVz8v8HzqjNwgM+mY9l26EfJB59G9dhTa1S7B63xXW7L/y7wZm4uXiyOz+LUhMTWfk0t1odJaJgv6VfjUrUDV/ID/tPsG9l6ZHHt9FjbxBdC1bkhWXrnEu+IVFfNrI5fxcryERKSlMP2f+ZoNCKmNS5XqEpiSx6NYls3y5KO0YWrQ656JCOBFhekTYx9aZTkGV2PvyFo+TI03yEeTgRz2fsux8eYYYdaLR9nYyOxr7NuSmiVHcIi4V8VT6czJ6m9Fi09euFN62xVDpoxDJvK1EIiHAuRep2vskqI0X1pnlkxO4gmhAZ0hAIXVBKjGuml66Pg4JUmxlrkaPm6pPBMBB/so2OTkZN7dXDbpFUWT06NEUK1aM4sWLs3HjRgBOnDhBs2bNMIgGknXJ/DBqMutWrwNeRWa///57ypQpQ/HixXnw4AEAcXFxNGjQgNKlSzNgwABEUUR4Hb0d0qUftSpVp2jRoixZsuTN3BwdHfnuu++oWLEi58+fp1atWmRUoT506BCVK1emTJkydOvUBalGj73chrFjx1KkSBFKlCjBl19+mennQa3XEa9Jw93GHhuZeYUeNjy6xa3YSL6tUBtHCxSWmnPpPMGJCfxYpz72CstUWjwX/IIVl67RtWxJauQNsojPDK4EhzH70FkaFS9A50rmN05/F4mqdIYv2YmNQs7s/i2xs8naCpQGQeD7JQe4dPcF3/RpQPXSpve2MxWNVs/EWXtZtfUCzesVZ9q4Njh+ZNHQZ8HRDB+5hjnzDlO4kD+///YZnTtVQp7FvR4/JGkqDXu3XWFI9yUM67WU4wfvULV2Eb6f3pHNR8bwy8IetOtWhcA81ijt/wsKhYySZYPoO7Q+izcMYvXuEQwf1wzfHG6sXHScbs1nMnH0Ri6fe4IgfLpRXXd3R8Z/05KffmiPWq1l2Mg1zJx1gNRU9Yee2p8omMeHJT93xdfLhdE/bmXX4VvZPgeJRMLo7nWoV6EAczaeYs/pu1k+ZuEAHyZ3b8it4AgmbzAvKvg+pFIJv3RsjLuDHV+s20tyumVf+zF1q5Pbw42xuw+SZCHfZfz86VmyNKtv3eBK+Euz/VXxD6RFnsIsuHWBF8mJZvnqmq8MuZ3cmXLjKDrB9KyIPnmr4yC3Yb4ZUdweQY0RRIE1zw+aZF/XpzYOMgeTorhSiYzq3q2JUAfzJPWGUbYSiYSS7l0xiFrSDcalafs4tEAh9SA0eblRdsbwyVVR1hniUX45BeXt5xij30UEbAU1DhLFu4VxqVIwa9Y7bQ2CHpU+GXW6mnJlyqFWq4mIiODYsVcH4rdt28aNGze4efMmsbGxlC9fnho1/igLnhG9/WtqsqenJ9euXWPBggVMnz6dpUuXMnHiRKpVq8Z3333H3r17WbJkCck6FYKtjN9/X0aAtz/p6emUL1+etm3b4uHhgUqlolixYkyaNOlP/mNjY/nhhx84cuQIqVIDv/zyM+sXLmPEsOFs376dBw8eIJFISExMzPTzGJGejEwiwdvOvCbf8eo0frl8isp+uWiex/zzoHejo1hy9TLtixSjWq5As/0BJKWrGbv7ILk93BhTt7pFfGYQl5rGl+v3kdPNhYltLJv2nIHO8KpicnRiKkuHtcfXzbzX7N8QRZFpq49x9PIjhnesQbNqlm17kBkSk9P4+ucd3H4YzsBu1enaqsJHJZa0Wj2rVp9l4+aLODraMG5sc+rWKfJRzdHSPH0UyZ4tlzl+8A7paVpy5/dhyJgm1GlcHAfHrEnJt/LfxNvXhSaty9KkdVlehsazf8dVDu2+wbkTD/Dxd6VxqzI0blXG8u2fPhIqVcxLyRJ9WbHqDFu3Xebs+ccMHVyfmjWyvmZCZvHxdGbhj50ZP2MXUxcdIiwygYFda2R5ZtDbyKRSJvRrRLJKzY/LD+HsaEuNLN5MrV+6AIOaxLNw33ny+nnQu55lqhK/jZuDHTO6NKXXks2M33qYWV2bWezeYKdQML1FIzqu3MjEg8f4tVUTi/gdVbkah5895eujh9jTuTs2ZvSyBfi2Qi2Ohj5hwoWjLGvQ1mQ/CqmMsSXrMuDMZjY8vU73/EZ3oQHARWlPzzxVmf/oKDcTXlDSLZfRPnzt3GnmX4VdL8/SPqA2Oe2NaxFqJ7OjsV9DtoRt41lqMHkcjWsxVsq1BseiNnAyehv5nUobZZvLoQqxEjtUumjsRCHT2a8yqQ05nbsQnDgXlfYpDkrLfz4/qQiuKIrohHikEjkSI/80QdQjAaQS4z98KkMyIGJnZ8eNGzd48OABBw4coEePHoiiyJkzZ+jcuTMymQwfHx9q1qzJ5cuXX80ZkWRdCvYye2R/OS/cpk0bAMqWLUtISAgAp06dolu3bgA0bdoUNzc3ErQp2Mls+H3BEkqWLEmlSpUIDQ3l8ePHAMhkMtq2/fuF4MKFC9y7d48qVatSs0Jl9mzcysvQMJydnbG1taVv375s27YNe/vMVVNO1WlI1WnxtnNEbmaLnFnXz5Gq0zCpsvniThRFvjtxFDc7O8ZVM61n2buYeuw0MakqprdohJ2FIsLwer7bDpOcrmZm12Y42mZNdHHu7rNceRzGd53rUSJ31p89XXfgKtuO36JHk/J0bWzazcQc4hJUDP1uIw+fRTFpVHO6ta74UQnHxMQ0vhyzgXUbzlO/XlFWLOtPvbpFP6o5WgpRFLly/gljB6/m866LObrvFtXrFmH28s9YuHYAzduXt4pbK/9IjgB3+g6tz5o9I/n6x7b4+ruyYsGxN+e0w57HfegpZgl2dkoGDajDgnk98fRwYuLkHSz57fhHFcG2t1Pyy9dtaNWwJOt2XGba4kPZPj+lQs7UoS0oGOjNNwv38ui5ZaoE/xP9G1WkQekCzNl1hsuPQ7NkjNKB/oxsVI0jd5+w9codi/ou7u/LkOqV2HP3IUcePrWITwelkp/q1OdpQjxLr5ufMu7j4MSI0lU5GvqUU2HmFbCq65+fSt6BzLl7mjS96eeEu+aujLvSgUWPjpvso0tgfZRSOWufHzbJvp5PHRxkDuyJML5wk1yqoKpnC4JVd3mZZtzrLpFIcVB4oxfTeZl21SjbHE5dkKIkLGWNUXaZ5ZOK4BqEVARRBzNngRFFokRRIEHzBKXUEWelcefbRFFEpU/GRvZnEVi5cmViY2OJiXl/QQy5XI7OoENAwEXhjFr957QQG5tXwkYmk6F/q7rd2wteETAgcPf8DY4cOcL58+ext7enVq1ab/zZ2toie0e1YFEUqV+/PnOWLyZanUJeJ29sZa+E2qVLlzh69CgbNmxg3rx5b6LR/0R0eipyqRR3G/N2z18kJ7LuwQ06FyxJATfz28bsevSA65ERTK3XEBdbyyyar4a+ZPONO/StVJbi/pY9G7v7+n1O3H/GmKY1KeiXNcWXzt4LYdXRq7SvVoJmFSxb9fldXLgTwtxNp6lTLj+D21fL8vH+SkxcCsMnbCY6Lpnp37SlTHHjd1mzkpDnsXzz7Wbi4lV8920ratX8eCIylkSnM3Di0B22rjlH8JNo3D0d6TOkLk1al8XJ2bLn1638f6BUyqnVoBi1GhTjRUgs29ae5/CeG+zffpXKNQvRrlsVipYM+NDTtDgF8vsyf24P5s4/zIZNFwl9Gc+4r5pj95FUDpfLpIzqVw9XJztWbLmATm/g688bZWuvXHtbJdOHt6LXxLWMnrOLFd93wc056/oKSyQSJnStz8OXMYxbuZ9NY7vj5mj561qPqmU4+SCYqXtPUSV/IP6ulmsT169yOfbde8gPh45TJXcu7JXmb95XDwyiQd58LLxyifZFiuHtYFr/2Qx6FinDynvXmXr1FNVyBCE1cRNYIpEwslhNOh5bxbon1+hbqJJJfuzlNnTLXYU5Dw/zICmcQi7G18lwUzrRxL8SO1+eoXfuJnjbuhllbyezo7Z3TfZG7CdaHYO3rXFrx7LudTgStZ6LcQdoYz/YyLHdSOYlD5N2k9Mh85kLSpk7Xg4NiUrdTT63Mciklv2sfFIRXK2QgAQZcqlxqZYaIeVVirIJZ2/TDSoEUY+j/M+C+sGDBxgMBjw8PKhRowYbN27EYDAQExPDqVOnqFChArly5eL+vfugA02qhqNH/z2Hv0aNGqxduxaAffv2kZiQgK1EgTolDTc3N+zt7Xnw4AEXLvz7we1KlSpx9uxZrt+/g5PCFkGj49GjR6SmppKUlESTJk2YNWsWN27c+FdfqToNKr0WL1tHky82Gfx67QwyiZRhpcyv5puu0zH17CmKeXnTprBlUmJ1BgPf7z+Kn7MTg6ubdkF8H9HJqUzZfYLSgf50q1LKor4ziElK5dvVB8jn58Go1paLaL+P0KgEvl24lzw5PPiub9a1OXofkTHJDPluIzHxKcz4tt1HJ24vX37G0GGrUWv0zJzR5ZMUt6pUNZtXn6VXq9lMn7ADUYQvv2/Jql0j6NizmlXcWrEIuYI8GfFNc1bvGkHn3tW5ff05X/Rdxog+v3Pm2H0M2dAfNTuRyaQMH9qAIYPrcf78E4Z/sZaYmOQPPa03SCQS+nauRt/OVTlw4h6TZu9Dr8/eKtCerg5MHdaC+GQV4xbsyfLx7W2U/NKrCYkqNd+tOZhl53Ent62PIIp8v9WyLZEUMhkTGtclPDmF+WcsVwDo66o10RkMTD9/xmxfNjI5o8pU43ZsFPtDHprlq5xXAFV9crPkwQXSzajO3C6wPA5yG5Y/Nb2gVtuctQDYEnrCJPu6PnWQSqQcjjL+PLCtzIGSrjW4mXiaNL1xxfskSLCXu/M89TTpeuPO4vo7dUAvphCddsAou8zwyQhcUTS8bg3kanQFZLUhCZlEicKE3QOVPgmZRIGN1J709HRKlSpFqVKl6NixIytXrkQmk9G6dWtKlChByZIlqVOnDlOnTsXX1xcPf0+atGlCg4oN6Nq1K6VL/3vu+/fff8+pU6coU6YMew/uwz8gB65KRxo3boxer6dEiRKMHz+eSpX+XXh5eXkxe8lCvvjsc5pUqkWlSpV48OABKSkpNGvWjBIlSlCzZk1mzpz5r77+iN6atzt6Pz6aHU/v0btoWXwczD8T+tu1K0SkpvJtjdpmC+8MVl2+zqOYOMY3qI2D0nK75aIoMmHbEbQGAz+2a4DMzDTvd2EQBL5ZdYB0jY5fejfFVpm1SRyqdC1fzt4FSJg2vCX2ttkbXQiPSmTodxtISk5n5vftKVkk+ys2/xM7d13j62834+PrzIJ5PShc6NOqkBwdmcTimQfp1mwmS+ccIWegJz/M7sqi9QOp36wUCsWnWzTLyofDzcORnoPqsGb3CAaPbkxivIrJX22ib/v57N5yGbXavDYjHxMSiYQ2rcrxw6R2hIcn8PnQVTx6ZFpF16yiV7vKfN69BkfPPuD7X/dke6ujIrl9Gde7PlcfhDFz/cksH69QgDdftKrO6bvBrD1xPUvGyOnuwpeNq3PuyQs2X7Zs66ByATloV7IYyy9e42F0rEV8Brq60rtUGbbeu8vtaPOrQLfMW5iCbp5Mu3LarCJRAMOKVidOo2Ld02sm+3BW2NE+V3kOR9wlVGVaz2pvWzfqeJdhf8QFk/riuivdqOBenlMxp0k3pBttX8mjEXpRy7UE41Ot7WQeCOh5nLzfKDtXm/LYy4MIT9lk9Jj/huS/2E+uXLlyYkYV4Axu371EYD57HBT5kEkzn4aqFzQkaINxkHthLze2rZCGaHUozgoPnBTGpRMARKRHohd15LTLaXRUSxRFXqRFIYgiQQ6+JkXFBFHkSUoUCqmM3I6mp8KqdBqepcTjZ++Mp+2705Pv379P4cKF/9VXn0NbuRwVxpkOA3CxMS+dOCIlhXqrl1E7KA/zmjQ3y1cG4UnJNF68kipBuVjYoaVFfGaw4+pdvtlyiLHNatK9ahmL+s5g6cFLzNtzlu8616NNleJZMkYGgiDy1bxdnLnxjNlftqVCkeyNnEbFJjPom/Wkq3XM/K4dhfJmTZslUzAYBBYsOsr2HVepXCkf33zdHHv7j6uSszk8fRjJljXnOHn4LiIiNesVo223yuQv9PH1GbYotWq9+vfEiQ85Cyt/wWAQOHfiAZtXn+Ph3Ze4uNrTvH15mrcv/0kVpHoWHM0347eQmJjG1181p0b1gh96Sn9i056rzFl+nJoV8zNpVPNsTVcGmL3hJGsPXOWb3vVpWTNr73+iKDLyt12cuRfCqi86USSXj8XHEASRfsu2cis0kh0jupPDzXKt7hLS0mm4aAV5PNxZ16ODRQIEyRoNdVf9Th43dza07Wh2Ntfh54/pe2Q7P1dtSOdC5nWa6HZ8LY+TYzjRdDB2ctPSsmPUKTQ5PoNWOcvyTXHT1pwhqgj6XZ5Kj6CGdA9qZLR9cGoIE+5NpnOujjTybWC0/ZIn35CiT2BkwXlIMxssfH3f2726KGp9Au2C1hr12j5PWsrThGlU9N+LgzLf3x6XSCRXRVE0unDLJxHBFUURg5CGTGJvlLiFV9FbkGBjxJndDFT6ZECCvdz48w8agwa1oMZZblrP2XSDBo2gw03pZPJFIlmXjk4w4Glj3nmIqDfRW/PSDC9HhnE09CmDSlQ0W9wCTD9/BoMo8lXVGv/+y5lk8qETAHzbsLbFfAJEJaXy856TlA3KQdfKxlWxyyw3noWzcN85GpYpQOvKxbJkjLdZuvM8J689ZXinmtkubpNT0hk1eSupKg2zv2//UYnbVJWab8ZvYfuOq7RvV4FJE9p8EuL2T4Wjui3m/KmHtOxYgRXbhzH2hzafvri18tEik0nfFDGbvqQXhUsEsOa3k59cQao8ub2ZP7cnefN4M2HSdtZtOJ8lKbKm0qFZWYb1rs3Ji4+Z8VvWtNP5Jwa3r07FooH8suoot56EZ+lYr87jNsDdyZ6vVuxDpTa9iNH7eJWq/ErEfGfhVGU3ezu+qluDa2HhbL1pmVZLzjY2fFG5GpfDX7L/yWOz/dXLlY8y3v7MvH4WtRnpxfAqihurVrHhqekRdy9bJ5rlKMXOsGvEaVJN8hHk4EcF98LsenkWrcH4vym3YxAFHPNzOPIogmj8kYyKHo2I10Ya3TIIoJBLc5J0oUSmG2fr59gaCQrCUzcbPeY/8UkI3ET1RUT0KGTGRVFFUUBjSMJG6ojMyOrJgmggzZCCndzxb9WPM0OyPgUJEhwVponLRF0qUqQ4K0xLCRZFkThNCjYyOY5y08WkSqd9ffbWIfO7Pe+Zz89XTuJt70DvomVN9pPBzcgItj+4x2elyxLgYpldzaOPnnL00VOGVK9EDhfLFXUQRZHvtx1GZzAwuW2DLGmnkJym5usV+/B1c+LbTlnTduhtjl99zNKdF2hatQgd62eNYH8fao2Or6Zs52VkIj9/1YoCeSy/c24qERGJDBuxhqvXQvhiZCMGDaiT7VEMS6PTGTi89yaDuizim2Fref4smj5D6rJmz0gGjGyIj5/rh56iFSvAK9FRvHQgE2d04rfNg6nbuASH99ygb/t5TBy9kbs3X3zoKZqNu5sDv07vQp3aRVj6+0mmTtuLVqv/d8NsokOzsnRvU5Fdh2+xbNO5bB1bLpPyw6Am+Lg78dXc3UQnGHfW0FhcHeyY0rMxL2OT+HHj0SwR9P5uzoxuUoMLT0PZdMmyfYdblyhC2QB/ph07TXya8Smv76JDkWIU8vTi57Mn0ejNe19KJBLGlqtJVFoqK+6Znl4MUME7FxW9A1n84JxZYrlXnmroBAPrgs+b7KNtzpok6lI5Hm2a2G7oW59YbSzXEoy3L+pSCUe5KxdjjT8Tm9uxFkqpIw+Sdhtlp5R54Glfh8jUHQii5TaC/tsrq9e8Uv1SFFLjhIxGSEXAgK0J0ds0fSqiKOBogq1e0KPSq3A0URxrBR2p+nRclKaLylS9BrVBj6eN6RFggGh1ikXO3h4LfcaVqJcML1XF5PSQDERRZPKp43ja2zOoXEWzfGWQptUx+eBx8nt50KuCZdOHd1y9x+lHIXzRqBqBnq4W9Q2vno+J6w4Tk6Ti515NcbLL2mjh07BYJiw5QNE8voztmfVi+m30BoHvZuzmzqNwvhvR5KMqKHXnbhiDh60iNjaFX6Z0oFmTUh96SmYhiiIXTj2kf8cFTJ+wA0EQGfXdH4WjHJ2sbX6sfLy8uyDVcsaPWPefj+gqlXK++bo5vXpU4+DhO4weu4GkpLQPPa039O9SjaZ1irF803m2H7iRrWO7ONoxfURL0jVaxszZhSaLxX/ZfDkZ0LgS+648YPele1kyRvsKxamcLxfT9p0mLD7JYn6lEgkTG9UlVaNl2lHTiye9jUwq5dvqtQhLTmbZDePayryLin4B1MqZhwU3L5KkUf+7wT8wrGh1YtQqNjy7YbKPQEdP6voWZuPzS6TqTJtPabcCBDn4sS3spEmbImXcSuOp9ORglPEth+RSBeXc6/Ew5SoJWuNaa8mltuRzakBI6knUBuOK3fk7dUAnJBKjMq1N0ruwiMCVSCSNJBLJQ4lE8kQikYx9x+OjJRLJjddfdyQSiUEikbi/fixEIpHcfv2Y0U2ydIYEolUHX5eXNm4hrTEkIpMoUEiNO4MjiiIqQxIKqQ1KmfGLuBR9CiIiLgrTooCJ2lepD64mRn8B4jQpKKQynBWmpxWrdFpSdVo8bf5ZaP/bB1QQRaZdPUWgkysdC5YweT4Z7Hn8kGuREXxZuRqOFioCNf/MBcKTU5jYuC6Kd7RcMpWIxBR+3nOC8rlz0rlSKYv5fZstZ29x9OYThjSvSvGgrE3VTUpN58vZO7G3VTJ1aAtssriI1duIosi0RYc4d/UZX/StR+3KH8/5s6PH7jJq9Hoc7G2YN6cHZUoHfegpmUVoSCzfDl/H96M2IJNJmfhrZxZvGESD5tbCUVb+W7xdkKrvsHrcufGcAZ0WsHTuYdJUmg89PZORSCT06F6Nb8e14MGDCAYPW8WLFx+HcJdIJIwe2IAqZfPw69IjnDj/KFvHz5vDkwn9GnMvOIqfV2Z9qnTfhhUomy8nUzYdJyTKtAJE/4REImFS2/pIJRLGbz1s0Z7DBbw96V2xDFtv3eXyizCL+KwSkIv6efKy4PJFYlTGF1P6K2PKVSdJq2bx7Utm+ankHUgFr1wseXAOjcH0jY9eeauTqlez9YVpfX8lEgltctbgmSqcm4lPjLaXSqTU963Lo5THBKtCjLYv794AkHAp7pDRtgVdm2MQtTxJNs7W3bYKtvIchKdartiU2QJXIpHIgPlAY6AI0FkikfypsaYoitNEUSwlimIp4GvgpCiKb3/Ka79+3OhDxJGpOxHRYW/rSFxcXKYvVAZBi1ZIw1bmYnSESSuo0QtaHOTGR28FUSBFl4K9zA6F1PhIpUEUSNapcJLbo5CaJh7S9K9a+njYmNfSJ1qdgkwixd32/dFbURSJi4vD9h/6z+56dp/78TF8WbY6Cql5i2O1XsfPZ05R1MubthZqC/QwOpblF6/RrmRRygXksIhP+CM12SAITG5XP0tSkx+9jGHa1pNUKRxIjzrmp37/E3qDwDcL9xKdkMovQ5vj5Wbe2W5jWbLuDHuP3aF3+8q0blQqW8d+H4IgsnzFKX6cspsihf2ZN7cHuQKMK2b3MaFK1bBk1iEGdFrIvVuhDBjZkEXrB1KpeoFsb/9kxYolsbVT0r57VX7fMpQ6jUuwedU5Pms7j8N7b1pUMGQ3dWoXYeb0LqSnaRk8bBVXr4V86CkBr9KFJ41qTtEC/kyctZdrd7I3PbxW2Xz0a1WZvWfvseFQ1lQ6zkAmlfJTj0bYKGR8tWIfGp3lo8b+rq9SlS89C2XjRcumKg+u9upY1oQDx9AaLFMBe2y1mmgNBmZYoG1QUQ8fWuQpzLK7V4lOM+3sawZDi1YnKj2Vjc9Mf08Uc81JBY88rAk+h9ZEoVzXuywuCge2hplW9buGZzVspTYcjDQ+Iuqq9KSwc3muxB9BJxiXMuxhkw8vm8I8TNpt1MaRRCLFz7EdCeoLpOkscy2wRHilAvBEFMVnABKJZAPQEnhfLkZnYL0FxkUURcJTN+OsLEGgVyHCwsKIiYnJlK3GkIJOUGEv1yOVZM4mA5U+Gb2oJUmuNXpRpzaoSdWrcFE4Ey81ficvTa8mRZ+Gu9KZRKlx6QMZxGtUaAU9Etskok1clGoNemLUKpyVtjyK/Oe/w9bWlpw5392eRWswMOPqGYq4e9Msj/n9P5deu0pEagq/NmhskTY7gijy/f6jONoo+bJOdbP9vc3WK3c4+/j5/9g777CozuZ/37tL771JEVBBUEDs2HuJGrtGTYzpplvSTDfVRE1iTHkTEzXG2DX23lGsiNKk9yK91909vz+I+fr6M4nn7FnQvNzXxSUgM8/D7tnlzDMzn+HNcYPwsLOR1TdAbX0jr6/Zh5WZMR8+PFIvAfStrNx8mguxmbz12HCC2jXvuJsteyNZt/0844YF8di0sGZd+6+or29kyed7OXHyOqNGBvHyiyPu2+ymVitweE8Uq785SllpNSPGdWHOs0Owsfv3KNC20gqAnYMFC955kAcmdeO7pftZ+t7v7Nl6kWcXjsIvUL4DzuYkIKAN36yczVtvb+W1Nzbx4vPDGTe2ebUR7oSJsSGfvTGBZ9/awBtLfmflB9Np39ap2dZ/fFwvEjMLWLHpJL4eDnoVQ3S2tWTxrBG8+J+dfLnzNK9NlleoEmBy904cikli2f5T9PXzku2+wszIkLeHD+SZLbtYcz6Sp8K66+zT28aW2cFd+OnKZR4OCiHQSTetjAVd+7IvLYGvoyL4IGyYZD+9nbzo7ujB9/FnmebTBWOVtDBpjm8/5l5Yy96cq0zwFJ9cMFIZMsatD79lHCa7phB3M3GTTswMzOjv2I+jBceZ5jEZWyNxGkU97UcSV3Ge2PIIQmwHiLL1sx5DeMHnFNbF4WR694kmN4tJpJV9TV7VFnxtF4ha844IgqDTBzAZWHXL1w8DK//iZ82AEsDulu+lAZHAZeCpv1nnKeAScMnT01MQBEEoq70sHE3rIORUbBbEoNE2Cr8mjxMOZL8qyk4QBKG8oVh46+pkYV/OGtG2Wq1WWHTtHeHNa+8IWq1WtL1aqxFmRSwWXo78SrTtTZIrbgjBe94Svk04KtmHIAjC7BO/Cd12LBeqG+t18rM2NlLwXLVEOJaZopMfQRCE/MpKIeCbL4W5e3bq7OsmW65EC+0/XC5sjYqRzacgCEJuaYXQ/d2VwuwfNgsajfhr4W54b/0hIeSF5UJEfLpe/N/K3vBYofvsZcLn63S7rqRw+HS80HfS58Lrn+4QGtWaZl//ThQXVwpzn18jDB72ibBh0zlJr/d7hfjoLOGF2T8Kw7u9J7w0Z5WQEJvT0lu6dxkwoOmjlX8FGo1WOLT7ijBt+OfC8G7vCcsW/y6UFFW29LYkU1VVJ7y+aLMwaOgnwspvDwvqe+T9Mr+wXJjw5PfCuMe+FXLyS5t17aqaemHaojXCkGe/EbJv6H/tJVuPC8HPLxeOXU3Wi//c0gqhxx/3FnL/3Zm7eafQ+dMVQnZZuSz+yutqha7/+UaYvnWjLHtdFH5Q8PnpcyGjvFQnP+H5qYLPxg+FXxIvSvah1WqFaae+ER48/qWg1kp7nRXXlQujTiwQvk7cKsn+Rm2BMPv848KWzG2ibbVarbD8+vPCd0mv/fMP3/Z3r15TLaxOHCaczPtE9LpX858WTmeECRptw5/fAy4JEuJTOXpw75QW+qu89FjgjPDf5cl9BEEIpanE+TmFQnHHmS6CIPwgCEI3QRC6OTo2nWTkVG1BpTDDyXy0qA1nVp+lVlOCv7X4OVUXSw4joKWH/QjRtnEV8WTXZjPcZZikcr6zRTHk15Uw0V3cacqtrEkNx0RpyPS20sWXrhTlcDo/lSf8emFmIL3HtaaxgRVRZ+np4s5Ad2/Jfm6yNCIcjVbg9b7yjAWqqq9n2YkzhLq7MiEo4J8NRPDpnhNNpcmT9FOafOByAjsiYpgztDu9/L1k938rcan5fLz6MF07evDydOnXphQuXs3gw6/3EeTvznsvP4DBPaBInJJawLPP/0J6ehHvvzuR6VN73pfluyVFVSx973demvMThTfKeeX98Sxf9RgdApo3O99KKy2FUqlg2JgQftr2AlMeDuPovms8Nmkl29ZH0NgoT6lmc2JubsyHiycxaWI3tm2/xNvvbqOmpuX7jJ0drFj29iQa1BrmL95KabnufZl3i7mpEUtfehAQWLhiJzV6GOdzKy+P64u/uxPvrT9Evh5UnF1tLFk4uj8XU7P5PVJeUau3hg8E4PNj8ghOWRmbMK93H87nZHMwRXyv6e282CUMA6WSZZG6lT2HObWlq4M738dL78VVKBTM8e1HenURJ/LjJfmwM7ZioFMoB/MuUNUoXsXaycSRLrYhHCs4Qb1G3OtcoVDQ034EWTWJ5NSkiLI1UprhazmE1MqjNGjEvZbdLKfSoC2iuOaEKLs7IcfdYDbgccvX7sBfDRibzm3lyYIg5P7xbwGwg6aS539Era2koHofzuZjMRApEpVQvhszlQMe5r1E2WkENReLD9Hesgv2xuLFeg7dOIKVgRW97KUFl9uzT+BiYkeYg7QB5fm15ez/o1zC1kh6aeGK2FPYGZsxq51uPZ0/x16msLaaV7sN0DkAuHYjn23xsczpEoqntY1Ovm7y3ZkLFFfXsGjYQFmGnN/kRHwqR2KTeWZwT72UJmcXlfHBxiMEebsy94Hesvu/laKyal79ehf21uZ88uwYDAyarwT3eko+iz77HS83Oz59YzzGxrqpb8tBxLlkXnz5VzRaLV8un0nfPh1aekuiaWzUsGXdWR6f/DXHD0Yz9ZE+/LT1eYaODtZ7mXsrrdyLmFsY88SLw/jPxmcJDPbghy8PMXfG91yK0P2mvLlRqZQ8N3coL784ggsXU3nx5V/JvyGf8q5UvD0c+OyNCRSWVPHKR9upqdVvoHkr7k42fDR3DGk5JSxedVCvPddGhgYsmTOaRo2GRWv3o9aIn1X6T0zq1okQL1eW7jtFWbU8430A3KyteLxXV/bFJXI5K0cWn9MCO9PB3oFPwnUfG+RsZsHjnbqxMyWOuGJpLXzQFNy9GNiP/NpKtqZdlexniEsAHmZ2rE4NlyxkNtF9AHXaBvblSRs7NMJ5GNWaas4WnxNt28V2EIYKY84Xix8Z5Gc9FrVQR0rlEVF2dqb9MVY5k1O1SfSatyNHgHsRaK9QKLwVCoURTUHsrtt/SKFQWAMDgJ23fM9coVBY3vwcGA7E3M2i+VW70Qp1uFlOEbXZqsYbZFdfoIP1AyhFzr6NK79ApbqUnvYjRdkB5NfmE1V2lcFOAzGSIC6VUJFJTHkaD7bph0riaKB1aWcQgIe9+0iyB7hanMOp/FQe9+uJuaH07G1pXS3fXzvPMM92dHPWra9JEAQ+PH0Ce1MznpVpLFBmaRlrLlxhfOeOBLnJpzxc29DIR7uO4+tkx+y+8os+qTVaXl+zH4VCwSezR8mq+Hw7DY1qXl+5m4rqOj5/6UFsLKUrcoslK7eUhR9uw9rSlGVvT8bSvGVH0giCwJZtF3jrna14uNvx7crZdGivX8VqfXDxTBLPTP+OVSsO07lLW37Y9CyPvzAUM3P9jpZqpZX7AXcvez78aiaLv3gIjUbLmy+u590FG8nNll8ZV9+MG9uFTz+eyo2CCp57fi1xcfIELLrQ2b8N788fS1JaAW9+vrNZs+Q9O3nxwrT+HLuUxOrd5/W6lpeTLYumDiYyJYdVB+VfS6lU8O74oVTW1bP8oO4iTrfyZO/uOFmY89Hhk2hlUJ82UCp5s98AsirKWXNVt1m2AE937oGVkQmfXz6lk58+zt50sW/DdzpkcQ2UKh7x6UNMWTaXitMk+Whn2YZgm3b8nnMajVb868HPsgNeZl4cyj8sOsg2VZkTbNufa2WnqVWLE+9yNOmInZEvCSJn4ioVBrhaTKKkNpxatW7vSToHuIIgqIHngYNAPLBZEIRYhULxjEKheOaWH50AHBIE4dZ8tTMQrlAorgIXgL2CINzVUUFu1RYsjDpiadRJ1H4TK/YhIOBn/YAoO4DzxQewNXSig6V4cYZDN45goDBgsPNA0bYAO7JPYaoyZpSrtACurKGG7ZmXGeXWGTczG0k+AFbEnsbGyFTn7O13185T1djAK111F246lpbKpdwcXu4VhqWxPDfiS4+FY6BUMH9gX1n83eT7Y+fJLavgnfFDMNJDtnPNkUvEZOTz9rQhtLEXr/J9twiCwOfrjnEtOZd3nhhJB09xAgi6UFxazfwPtiIIsPztyTjYNa9a8+2o1Rq++Oog331/jL59OvDl8pk4Oli26J7EkpNZzNvzfuOtl38D4MMvZ7D4i4do43n/Kj630oq+6Nm3A//ZOJfHXxjK1UtpPDX1W37+5ii1Nc2XdZSDbl29+WbFI5iYGjFv4W8cO66fOa1i6Nvdl1fnDufi1Qw+Wrm/WRWsZ4wIZVRYR/6z4ywnI/WbnR/TI4BR3fxZdfAC17OkZxv/ig4uDjzSJ5RtF2OITJfv8MLMyJCFg/sSk3eDndHSSm9vp59nWwa29ea7Sxcor9Ntlq21sQnPBvfkWFYqF/KzJPu5mcXNq6lgW5p0Vepx7l2wN7Zgdar0su6J7gMorC8jvEj8PhQKBSNchpJbl0dMeaxo+572I2kUGogsPS56XX+bcRTVJ1BUlyDK1tVyMgB5ldtE2d2OLA1rgiDsEwShgyAIvoIgfPTH974XBOH7W35mjSAI02+zSxUEIfiPj8Cbtv+ERqilqiEON4spokpbtYKGhPI9tDHrhqWh613bAdyoyyStOoYe9sNRKsQFJtXqak4XnaGXfU+sDcUHHUX15ZwovMJIl56YG0jLkm3KOE+tpoFHfaUHlNeKczmRl8Ljfj2xMJQeSOZVV7ImLpKJ7QLxs9MtMNJotXweEY6XtQ1TA8QddvwVFzOzOXA9iad6d8fFSr7gKflGEWtOX2Z81wC6ed9ZVVoXknKL+H5/BMO6tGdEV/3OgN127Co7T8Xw6JgeDO3RfGW41TX1LPxoG6Xl1Xz+5kQ829g129p3orKyjtcXbWbP3ihmTO/Nu29PwMSk5Uul75aa6np++voIT037lpgrGTzx4jC+3ziX7n3at/TWWmnlnsbIyODP8v3+wwLZtCacxyev5Nj+a3qfqyonnp72fPv1I/j7u/Lhx7tYu056OaVcPDC4M0/P7MeR8OusXHui2fajUCh449GhdPR25t0f9pOao9+5wa9PHoSNhQlv/3qQRrX82eq5Q3rhYm3J4t+P0ijTeB+AcZ060tnVmWXHw6lukOdQ55Xefamor+c/ly/q7Gt2QChOZuYsuXRKp2unn4sPIXZufBd/RvJ4JGOVITPa9uJsYTLXy/+qe/Pv6WkfgJuJA9uzpWWle9r1wMbQmoM3xI8McjP1xtPMj/PFB9AK4srpfS2HoVIYc11kFtfUoA12Jn3Iq9qGIEi/bltekUUCjZpSlAoTXCzGibLLqb5AtbpAkrjU+eKDGCgM6Wo3VLTticJTNGgbGOEiTbp8V044WkFgvLu04LRW08DG9HP0d/KjnaV0Kfav405jbWTCw+1Fjyv+L766cgatoGVeqO7Z0d2J10ksLmJB7z6ylONqtFo+OnQSVytLHuslXwmxIAgs/v0Y5sZGLBgp77ghgEaNhnd+PYilqTFvTBksu/9bibyexbLfTtA32IdnJkovdxdLQ6OaN5b8TmpmER++8iAB7cUdUslNTk4pz7/0C9eis3jtlQd44vEB902PqlYrcGTfVR6fvJLNv5xh0MggftraJKRzv44yaqWVlsDe0ZJX35/AFz89hp2DBUve2cGCJ1eTdD2vpbd211hbm/H5p9MZMawTa38J56NPdtPQIP+sVjHMmtCDKQ+EsnnPZX7bqXvQc7eYGBny2QvjMDEy5JUVO6mo1i2j+HdYm5vw9vShJOUW8cMB+UuVzY2NeHPcIJJuFPPrGflm/SoVCt4cPpCCqmpWRVySxWdHRyfG+fmz5mokBdW6zbI1NTDk5S59uHQjh2NZ4gSSbkWhUPBCp37k1lSwLV16L+4Urx6YGxizJlVaubhKoWSCez/iKtKJr8gQbW+gNGCI82Ciy2PIqRUfZPeyH0VxQx4pVeIyyMYqS3wsB5FSeZhGrbhecDfLqdRr8imulZ75vj8DXG0ZTmajMFCKKwO8Xr4bE5UNnhbiAqt6TS1RpSfoZB2GuYGVKFu1Vs2RG0fpaOmPp5nHPxvcRp2mgT25Zwlz6ISbqYNoe4CdWZGUNtQwR5fsbUkux3KTedyvJ5Y6ZG9TyorZnBjNTP8QPCx1K6Ft0GhYfu4MgY5OjG4vT8by9+h44m4U8MrgvpgaypeJ+z0yjsvpOcwf1Rc7CzPZ/N5kzeFLxGcV8Oa0IdhZyu//JnlFFbz+zR7cHa1Z/PSoZgvoNBoti7/aR2RMFm88O4JeXXRX3daFa9FZPPfCWsrLavh8yXRGDJcm/NYSJMblMv+Jn/n83d9xcLLiq9WPs/DdB7FzaNlS71ZauZ8JCPJgxZonmf/2OLIzi3nhkR/48qPdlJU2nyKwLhgZGfDqHwd1x47HMX/hb5SV1bTYfhQKBS88Ooghffz5bt0p9h27K3kWWXC2s+SzF8aRV1TBm9/tRaOVXwjqJgM6+zKmR0d+PnyBuMwbsvsfHODLwI4+fHMkgtyyCtn8hrq78UCAH6vOXSK3XB6/83r2Qa3V8vUF8YJItzO1Q2faWtmw5NIpnZ6/AS6+BNu58V3cWclZXCtDUyZ7dudQbgzZNdL69Ue49MRcZcL2rJOS7Ac5DsBQYcjBfPFZ3EDr3pirrDhXvF+0rZ/1WBq1NaRVHhNl52A2CEOlPbmVm0WveZP7MsAFrWhxqRp1EZnVZ2lvNQqVQlzgElV2knptLb0cRomyA7hSFkVJQynDJWZvj964RKW6hgnu0kbfNGo1rE09Q4itJ13spI+LWRkbjrWRCY+0123A97LIcIxVBjwforu678aYa2RXVPBKWD9ZVI6r6htYfjyckDauPBAgX4lvWXUtS/edIsTLlYld5SmjvpXEnEL+c+AcI0I7MDREf6WldfWNvPr1LtRqLUtfehALs+YRHhIEga9+PsaJiESemz2AkQPvfnC4Prgcmc5rb2zC2saMb76eTXCQZ4vu524pK6nmiw938eKjP5KfU8qCdx7kq9VP4N9J/nL5VuRFq9VSX9fY4qWjrfw9SqWCEeO68PO2F5jwUC8O7Y7isYlfs2PDOdR6KEGVG4VCwYzpvXnvnfEkpxQwb+FvlJTolk3TBaVSwZsvjKRbkBdLvjvI2cvSs3FiCWrvxqsPD+Z8TAbfbJFXqOl2Xp00EDtLM9759SANjfJnzt8cOwiAT3afkNXvwsFNyaKlx+V5fLxsbJge2JlNsdGkl5Xq5MtQqWJh134klBaxM1V6r7BCoeCFwH7k1JSzI116L+5M796olErWppyRZG9qYMwo116cKrxKQZ34x8bS0JIwh15EFJ+jWi3u0M1AaUg3+2EkVFymtEFcv7izSWdsjLy4Xr5HlJ1SYYSrxQSKa0+IsrsVcTLC9wgqhQXWxqGibBIr9iOgwd96jCg7QRA4V7QfN1Mf3E3FBw9HbhzDwcieEJsg0baCILA9+xTtLNoQZO0r2h7gUF4MebVlvB4oXlTrJjEleRzNTeLlTv11yt7GFN1gb1oCL4b0xtFU+pgigOqGBr6+cI5ebTzo5ynPnNcfzl6ksLqGb6eMk3Vu6fKD4VTW1fPu+KGyZzybSpMPYWVmwut6Lk3+ZO0REjMLWP7yeLxcm6/3de22c2w/EMVD47rx0DjdDlh05fyFFN55bzse7nZ8vmQ6tra6XcfNxemjcXz58W5qqxuYNLM3Mx4fgLlFqzJyc9LYoKaqopbqiloqy2v//Lzqj69vfl5VUdf0b3kN1X98Xl1ZhyAIGBiqMLc0wcLaFAtL06Z/rUwxtzLF8pbPLW5+WP/f52aWJqjugTnR/wtYWJrw9LwRjBofyvfLD/L98oMc2XuV1z6chGdbaZVYzUn/fv5YWpry5ttbmbfwN5Z+9lCLCecZGRrw8asP8sK7m3h76W6+em8qnfyaZxb3+IFBJGYW8uv+SwR4u+hNb8LKrKlU+cX/7OQ/B87zwlh5W3/cbK2YO6QXyw+EcywuhcEB0u4nb6eNtRWP9+zGt2fOM6tbCKHuuj8vz/foxbb4WL44d5avRkq/bwV4wNuf766dZ3lkOGN9/DFUSmu/GejqS2dbV76NP8NE7yBJfpxMrBjTJoRd2ZE802EQ9sbiK6bGu/dje/ZJduaE86Sv+FbLIU6DOVl4mtNFZxjpMlyUbQ+74Zwq2MHF4kMMd51113YKhQI/6zGcL/yG0vo0bI3vvvrOzXIKpXURNOkXi+e+DHDNDNuKCkAEQUtC+R5cTEOwNhKXbUmvjqOgPosJ7s+JDnpyanO5XpnAVPdJKCWM9rlUmkBmzQ1e9Z8hKeASBIE1KafxsXCkn5P0N+av48KxMjThUR2zt19dOYOVkTFPdNI9SFkdFUlxbQ0/hD0oSzCaU17Bz+cvM66TP8Ft5OvtvJKRy7aLMczp15UOLvLf2Kw+fJHr2QUsf2Isthb6G9Oz70wc+8/G8+T43vQJ9tHbOrez50g0qzacYcSAAOY+PKDZ1r0TEeeSeW/xDry8HPh8yXSsrZpvLJJUGurVfPP5Pg7svIJfYBsWvjf+vrjBvt+oqqgl4WombbJLaaxvZNVTq/8rgK0qr6W+rvFvfRibGGJuZYKFlRkWVibYO1nh1d7lj++ZYmxiSE1VPVXlNVRV1lFV3hQY52eV/Bkwa/9hpqaZhcktQW/TWpY2pnj7ueLfxQvfjm4YtPZgy4antyMfrZjJmePX+erj3Tw/6z889+poRowTP4mhuekS4sWnH0/ljTe3MG/Ber5YOgNHR3EtWnJhZmrE0jcnMnfRBl75eDvff/QQXu7No/A+f8ZArmcU8NHqQwR4O+PmqJ/pBP07+TCuZwBrjlxkcLAvgZ7yjpl7pG8ou67E8/Hu4/Rq54mZkTwtWE+GdWPr1Rg+PnySLY9O1/l+zMncgjkhXfn20nme7tqdAEcnyb6UCgULQvvx2OFtbE+OZVoH8Ykm+ENRuVM/njy9md/To5niEyLJz6M+ffk9K5Lf0iJ4wV98VaeziR19HYPYlxfBrLbDMVWJO6T2MveknUU7jt04znDnoaLiEhsjR/ytunGp5AiDnadhIGLcaXurkVws+oHr5bvp7fTiXduZGbalu9t2QNo1dV8GuGK5URdDZWMuofZzRNteLj2GsdKMIBvxgkinC8NRKVT0c5TW+7o39yw2hhYMcJL2x/BSSTpJlTd4L2iCpAAbIK2ymCM5iTwf0BdLI+mzRlPLSziUmcyLIb2xNtZtZmlNYyM/R11mcFsfurjKc5L7bXiTwMOCQfKNBRIEgc/2nsTJypy5Q3rJ5vcm2UVlrDp4gRGhHRgc3E52/zcpKqtm2frjhHRow2Pj5JkzfDfEJOSy9MfD9AhuyxvPjmhRAafYuBze/+B3vNs68vmS6Vhatuzc3buhuKiS9xduIiE2h+lz+vLwUwMx0MNoqv81BEEgJ62QuMgM4qMyiI/MIDO5AEEQWJJbiqGRAUX55Vham9KmrWNTQPn/ZVxNsLQ2uyXjaoKRsW43nIIgUFfT8GdAXXVLcH3r59WVf2SMK2vJSS+kvKSag1uaRHyMTQxp38mdjqFedOzS9GFj39qbrQsKhYK+gzvSMcidz9/9neUf7CI1MZ+nXh6ByuDezqgHdfbg80+n8eobm3h90Ra++mImFhYt895na23Osrcn8/Qb61n02U5+XDILM1Mjva9rYKDig2dGM/PtX/hk7RFWLJgoa4XXrSycOICI+Aw+3nSMdQsekvVvnqFKxdsPDmb2D1v49cwVnhrUQxa/5kZGvDwgjEV7D3MsKZUhHXTPDj/VtRu/XLvCtxfPs3K0+EzlrQz28CHAzokfoi8ytX1nyc/dINd2BNg4syrhPJO9gyX58bJwYKCzP9uzLvF0+0EYqcSHYBPa9OdU4VVOFVxlhKv453Cw0wB+SP2JpKpk/CzFJb562A8nvuICCZWXCbS++3taE5UNXuZ9Sak8TE/HZ1Eqmif0/J8IcFMrj6FSGOFlLi7QbNDWE1seQWfrPhgpxZ2UaAUtEcXnCbLujJWh+NKe0oZKzhXHMqFNf4yU0p6mbZkXsTQwYaSbdAGcX5IuYahU6jz3dm1cJIZKJQ931P3kektcNGV1dcztLs8bdHZZOTuuxTE9NAhXK/nKsI7FpXAtK5/3Jw7F3Fj+P8Rf/H4apVLB/PHS+rPvluW/Hae+Qc2bjw1HpWyeG7KSsmreWroLJ3tL3ps/pkUDs8ysYt58awuODpZ88tGU+yK4TYzL5b2FG6muquPdz6cRNtC/pbd031JbXU9idBbxVzKJj0wnPiqTyj/EdyysTPHv4kn/0cF0DPUi8LVzqFRKvtn1crPvU6FQYGpujKm5MY6uNqJsC/PKuB6VSVxkOvFXMtmx+jRbfjgBgKunPQGhXviHeBEQ6oVXB5fWUmcJ2DtY8tFXM1n19WG2/3aOzPQiFn08Gct7vBIkIKAN7787kdcXbead97bz6cdTMTJqmVvHNi42LF4wlnnvb+Hjlfv5YKG87UR/ua6jNc9O7svSX49zICKeUWEBelnHysyEF8f15e1fD7LnYhzjesqrN9HN252BHX346eRFpvbojI25PNfe+KAAvjtzgZWnzzG4vY/Oz4mVsQkzOwfzY+QlMsrK8LKxkexLoVDweKduLDi1jzO5GfRt01ayn0c79ODVC7s5eyOdPi7ShC6nevXg+I14jubHMaqN+IxyoLU37qaOHMw/LynA7WbblbXKXzlbdE50gOtrEYyFgQ1RpSdFBbgAvpZDSas6Tl5NFG3MdZvEcrf86wNcraAhrfI4Hua9MVKJ65eLL79Ag7aOEFvxpZHxFdcpaywjzEFa5u7ojctoBK2kCxigpL6KI3lxTPXqgYlKWmagsrGebWnXeMAjAEdT6af4lQ31bEmKZoy3P05mumUD1FotqyIv09XVja6ubXTydZMfzl5EoVDwVG/5XnRqjZYvD53B29GW8aHyiyJdSMjk6NVknhsThrOt/nqjTkelcuRCIk9PDMPLxVZv69yKWqPlneW7qaiq4z8fz8CqhTIGACUlVby+aDNKlZJPP5l6X/TcnjgUw7LFO7G1M+eLnx7Hp7300WD/awiCwI3sUuIi0/8M+NIS8v8s/fXwdaL30EAC/shwuvs4orz10Oc+DfwcXW1wdLWh36imG676ukaSYrK5fiWDuCsZRIYncvT3SABMzY3wC/akY4gXHUO98A/xxNJaf8rt/yZUBkqenjeCtr5OrPhkDy/NWcV7yx6659sGuoa25dWFo/lkyR6WfL6XN98Y12IVNaGdPHnm4f58s/Ykv+28yMzx8hx0/xOTBgdz4Gw8X2w4Se/O3thY6udg4oHuHdkcfpUVu8IZEtwecxN5D8dfHt6HCSvWserkRRaOludw3ECpZG6fHizae5gTyWkMaq97G9OjwaGsvhLJT1cusXiQ+PGctzLG25+PL5xgddxlyQEuwBjPAD69epS1SRclB7g9HXxwN7Nla+ZFSQGuQqFghGtPfkrdQ3ZNIe5mjqLsjVXGdLXtwoWSi8z0eggjEaXGKoWKYJt+nCveT426EjODu7/3dDfviaHSjJTKI60Brlzk116lVlOCj+UQ0bZRZSexNnSgrbn407qzxRGYqkwJsQkWbSsIAgfzzuNv6Ulbc2n9oDuzr6AWNEz2lH4hbUu7RrW6gdk69t5uTYqhurGROYG6z5Xdl5RATmUF7w4YpLMvgNzyCrZdjWVKSCdcZMze7r4ST2pBCV/MHIOBzDe9ao2Wz7adwM3OiocHyTer93aqaxv47Jej+Lrb88jo5hN3+m7dSaJis3nrhVG095bef6MrNTX1vP7mFsrKali+dAZt3JonwJeKViuw9vtjbFwdTqcunry9ZCo290FA3pI01DeSFJND/JWmUuP4K+mUFjWpxt4M5KY9PagpkAv2xNLmfyOQMzYxpFM3bzp1a7qJEwSB/KySpsfpj49N3x9Dq21Sdfbwdfoz6L9j4N/KfzFiXBfcvexZ/OpmXp6zijc+mkz3MP21mcjBsKGdKC6u4odVJ3BwsGTu0/oVNfw7po/tRnxSPv9Zfxo/H2e6BckjNPl3qJRKFs0ZxsPvrefLjSd578mRellHqVTw6qSBPLxsI6sOnuelB6WPd7wT7V0cGBvSkfURUczq0wUXa3nuex7s3JFvw8+z8vQ5Brbz1jmL62xhwXj/jmyJi+WlnmHYm0l/7zUxMGCGfzAroyLIqCjFy0ra33JjlQEzfEP5Ji6cjKpSvCzE+1EqlEzy7M5X1w+RWlmAj6X4e5yhzt1YnbqXQ/kXeMxHvBBXmH1vzhaf41rZNbrZibuHDLEdwJmi3cSUn6WH/Yi7tjNQGuNl3o/0qpP0ERaInmYjhX/9X6DUyqMYKEzxNBc3lqZKXUZyZRTBNv1F96/Wa+q5VHKZ7nbdMFKKP31LrMwivSafEa7S+h21gpZtmRfpatdW0ounyYfAL0kX6WLfhiB76X2uWkFgTdxlQp3cCHbUTbxJEAR+uHwRX1s7BnvLowL4wx9Dyp8Kky+Aq29Us/JIBJ3dXRgWKP9Ny9Yz10jOK2bBhP6Y6LFU7PvtZygoreSNR4dh2EwlwkfPXGfT7stMHBnSouOAGhs1vLf4d1JTC3jnrfH4+8knPKYPaqrrWfzqJjauDmfU+FA+/eaR1uD2L0i7nsdPn+3j5ckrmdTlHRZO/5afluwlLSGPLn068Nx7E1i582W2XHqfT9Y+xSPzRtB9gP//THB7JxQKBa6e9gx+MPTPx2dr5GI+Xdf0+Lh62HH2cCxfLtrK06OWMa37+7z9xE/sWH2asuKWGzNzLxMY7MnXa5/E2dWGd+b9xrb1Eff8GKhpU3sy/sFQtmy9wJZtF1psHwqFgtefHYGnmx3vfbGH/EL55rv+He08HHlkdHf2nYnjfEyG3tbp3NaVsT0C+PXEFTILy2T3/8KwMAQBvj2i+7zZmxiqVDzdpwfReTc4nSrPY/NkaDfqNWp+uXZFZ18P+4egUihZG6ebrxntQlEplKxLuiTZx4PuXTBQqNiaKc2Hg7E13e06cjj/IhpB/IzfAOuOWBtac7ZY/PPvauKNk7EHUaWnRNv6WA6mQVtFTvVF0bZS+FcHuFpBTVrlCbws+mCgFFfmGF12Bi1aQmzFl3BElkVRp60nzF5aefLB/AsYKQ0ZJFFc6lxRKtk1pUz2lB60ncxLIaOqlNkddAv8jmelkl5RxpwA3TON4VkZxBUV8kRoN1nm3uZXVLIlKoaJwYG4WcunDrnh3FXyyyuZN7Kv7P1BZdW1fLv3LN3be+hVWComJY/NR64weXAwQe2aZyRDamYRn357kM5+brzwqDwZeikIgsCyL/Zz6XIaC+aNpFdPeQ5T9EV+TinzHv+Z8+GJPLtwJC8tGoNhqxLuf1FeUs3OteE8/+CXPDv2C35fcxoDQyXjH+3HO9/N5reIt/n56Gu8snQ6Y2b2xjfADVWrINffYmpuTHCvdjz07BDe//ExNp5/hx8OLGTeJ1PoO7IzBTll/PDxbmb1/ZD3n1nDmUMxNDbIP+PzfsbJxZovfnqMsIH+/PDlIZYt3kXDPfwYKRQKnps7lH59O/Dd98c4cVL6fFFdMTM14uNXH6ShUcPbS3dR30yP22Nje+LhbMOna49QV//3yui68OK4PhiqlCzfcVJ23262VkzvFcSOy7GkFBTL5ndCUABuVpasPH1OlsMaXzt7hnr7su5aFDWNuj3WzuaWjPb2Y3PiNaoa6qX7MbVklEdHtqRdpapRmh87YwuGugawO/sKdRppv9cI1x4UNZQTWZIg2lalUNHLrgdRZVepUos7gFQoFITY9iejJp6ShhuibNuYd8dYaUlq5VFRdlL5Vwe4OTWXqddWSCpPvlJ6ElcTb5xNxI0VAogoisDOyE50AzdAvaaBYzcu088hCHMDaT0e2zIvYmtkxhAX6UIIa5Mu4mxqwUh33cRp1sRdxtnMglHeus+P++HyRRzNzBnv11FnX9CUvRUEgadlzN5W1tXzw/ELhLX3oqevh2x+b/Ld3giqaht4dfJAvYlrqNUaPl59GEcbC+ZOlk9V+u+oqq5n0Wc7MTUx5IOF41o0QPt59SkOHY5hzux+jBopvsWgObl2OZ0XH11FUUEFH301iwen9WwW0ZX7AXWjhnNHY/ng2V+Y1fdDvv9wF0qlgrnvPMj6M2+xdMOzPP7qaHoPDcS2hWZ8/ptQKpV4+DoxfHJ3XvpoMv/Zv4Dv9y1gwpz+JEZn8eFzfzwPH+wkOTbnns9WNhcmpka8+ckUZj05gMN7onht7i+U3sNZb5VKyaLXx9K5kzufLNnD1auZLbYXzzZ2vPXCKOKT8/nyp2PNsqaxkQGLHh1GTmE5P+6M0Ns6jtYWPDmiJyeiUzkbL3+2+KmBPTA1MmTFobOy+TRSqXg6rDtROXmcTZPnuniqa3fK6urYEhets685gV2pbGxgW3KsTn5mt+9OVWM9O9Kl72mSZ3cq1XUcyouRZN/LPhBrQ3MO5J+XZB/m0BuNoOFiifgscpBNU9n8VZFZXJXCkLYWA8ioDketlX7IcLf8qwPc1MojGCktcDcTJ0JQWJdDTm2yJHGpisYKostj6W3fS9JonjNF0VRr6iSXJxfUVXDixnXGuYdKkiAHSKko4nR+KjPbdZU8GBsgqayYUznpzPIP0ckPQGzBDc5kZTInJBRjA93Lcm9UVrH5SjTjOwfgbiPfXLufT12ivLaO+SPlDwyTcovYEn6NyX2DaO+mP1GSXw9cJjm7iFcfGYKFqTj1cClotQIffb2fvBtlLJ4/Fge7lhtLsnNXJOs3RPDA6GBmzQxrsX3cDfu2X+b159ZhaW3KijVPENqz+eYT38ukxufyn492/ZE5XEv8lXTGPdKHb/fMY8WOlxj3cB+sWsu3mwWv9s48/upofjm5iMWrHiOkdzv2bjjHC+O/4rlxX7Jj9anWEmaa+i4ffmogb34ymZSEPF6Y/SPJCXktva2/xNjYkA/en4Sbqw1vvbuNtLTCFttL/57teXhiT3YfucaeI7oHQXdD144ejOvfid8OXCYho0Bv68wc2AUPB2uWbj9Bo0Yjq287CzMe7deVI7HJXMuU71qbFByIi6UFX8uUxe3m1oaurm78dOUyaq34ctxb6eLoSrCDC2vjItHqsLcuDm0ItnNjbdJFyX662bWlrbkDWzOklesaKg0Y7NSViKIYKhqrRdt7mXniZurG2SLxZcq2Rk54mwcSVXZK9HPsYzmERm0NWdXylcf/Ff/aAFejbSC96jReFv1QieyDvVp2CgVKSbNvzxVfQItWp/JkFxM7gm2klUXuzIpEI2iZpIO41LqkyxgpVUzz0W2kz9q4SIxVKmb6h+jkB+CHyEtYGBoxo7O0Qd23syriEhqtlmf6yJe9LayoYl14JKOC/OjoJq84kiAIfL7tBBamRjz7gLh+cjFk5pey6vcIBndrT/8uzVOau3VfJKcvJvPc7IGEBMqf9b5bws8ksmLlIXr18uXlF0fcs5lQjVrLN5/v46tP9tClhw8r1jxBG0/7lt5Wi1JWXMXva8J5btyXPDfuS/asj6BTdx/e+8+j/HLqTZ58fQze93gf9b8ZlYGK7gP8eeOrWfx29m2ee28CRkYG/PDxntYS5lvoPzSQ5T89BsD8J1Zz+mhcC+/or7GyMuXTT6ZiYmzIa4s2U1DQPH2wd+KJ6X3oHuzF8lVHSM1snmD7xWn9sbYw5aPVh9HoGHj9FUaGBiyYOIDU/BI2n74qu//ZfUOxMzdl+cFw2SoqjAwMeCqsO5HZuZzLyJLF51Oh3cmuqGB/cqJOfhQKBXMCu5JSXsLpnHSdfM1u3520yhLC81Ml72WyV3eulWWRUCHtgGGEaw8aBQ3HblyWtH6YfS8Sq5IorBf/mgm26U9RfQ45tSmi7FzNQjBR2TZLmfK/NsDNrjlPo7YaX5HlyYIgEFV2Cl+LzlgZ2ole92zxOTzNPHA3Ez/CJr+2hCulSQx36S4p+6sRtGzLvERPB188zaXd8NaoG9iREc0oj444mEjPcpTX17EtKYZxPh2xN9VNnCWrvJx9SQk81DkIK2PdR8YUVlWz8co1HuzcEU9bG5393eT74xdo1Gh5YZj8mb/j11K4kJjFs6PDZJtddzuCIPDJ2iMYGRqwcFbz9MCmZBTy/a+n6NvdlykPhDbLmnciJjabDz/ehb+fG28vevCenfNZUV7Lohd/Zdfmi0ya2ZvFXzyEeQuOUWpJ1I0aIo7EsvjZtczq+yH/+WgXKgMlz747nvVn3uKtlQ/Tc3AABq39yPcUljZmjJnZmy+3vXDHEubvFu8kOTb7f7aEuZ2fK1+vfRKf9s58+PoW1v1w4k+16nsNZydrPv14yh+K85upqqprkX2oVEreeWk05mbGLP5qHw2N+j8osTI3YcHMQVxPv8Gmw7qLIP0VAzr50Mvfk+/2naOkskZW3+bGRjwzuCcXU7M5kyRfGfSUkE44WZiz8rQ8WbohPr742Nryw+WLOr8vPODtj6OpOatjxQeFtzLSwx87YzM2pEh/7se2CcFIacDWDGliU74WbWhv4c6BfGmCb73tmypFpWRxO9mEYaAwJKpUXI+4UmGAt8VAMqvP0qiV93r+/9bSq/cWJLXyGMZKa9zMxIkbZdZcp7ThhqTy5LzafNKq0+hjLy3DdvhG00U63EXaXLczBUnk15XrNBpob2YcVY31zPDVLdjYkhRNjbqR2QG6By0/R11uGrIdLE8AtOrcJdQaLXP7SCsDvxMZRWVsvRDNpO6d8HKwkc0vNKkyL9txknau9kzuK08G+07sCY/lcnwWL0zrh4ON/suE6xvULP5yL+Zmxrw2d3iLZUwzM4t56+2tODla8tEHkzE1lXfuoFxkphXy0pxVxEZlsvDdB3nq5eH3bCCuT24tQV48dy3Xr2QwfnZfvts7nxXbX2TsrLB7pgR59GhYvvy/v7d8edP3W/nvEuYPfnqckLD27N90nhfGr+DZsV+w/edTlBZV6rTG/fgc2Npb8Nn3sxk2JoRffzzJR29soa62oaW3dUd8fZ1Z/O5EsrNLePvdbS0mkmVrbc7rz44gOb2QVRvONMuaQ3t0oE+wN99vO0NuYble1lAoFLwycSC19Q18u1e+ftmbTOkRRBtbK744EC7bQYrxH1nci5k5XMjI1tmfUqHgyS7diC0s4EyWbr29RioVs/xDOJ6dSlp5iWQ/xioDJnkHcTQ3kRu10t6jrI3MGO7aiX25V6lRS+tJHeHak5SqHJIrxT/ODsYO+Fv6EVEsvpzcVGWOv1U3rpWdRkCcra/lEDRCPZlV8l/Pt/KvvDtq1NaSURWOt+VAlApx/ZpRpacwVBgTYCU++DlbHIECBT3txQeoWkHLofyLhNi0w9lEfOYYYGvmRRyMLRjoLF2E6beUSNpbOdDVwV2yD41Wy5q4SLo7u9PZwUWyH4DS2lo2x0bzoF9HXC11F4Iprq5hw+VrjO3kj5edjc7+brLyyFkMVUrmDpYvaL7JumOR5BRX8MqkgbLP1L1JcXk1X208SUiHNjzYv7Ne1ridHzeEk5JZxBvPjcDWumUCkuLiKl5btAmVSsmnn0zD5h4dBXPhTBIvzfmJ2up6lnzXdOP7v8SdSpA79/Dh/R/msO70mzzx+hjadtDtvUYfDB0KCxf+X4C1fHnT10OHtuy+7jVUBiq69ffjjS9nsv7sWzz//gSMTYz48ZM9zOr7Ee89vZozB6MllTDfr8+BkZEBC94Zx1MvD+fsievMf2I1Bfn6CaJ0JTS0La+98gBXr2Xx6Wd7Wizj3KebL+OHB7Nh10Uio/UvfqVQKHjtkSEoFAqW/HJUb1UHvq72TOsfwraz0VzPlrfn18hAxQvDwrieV8iBaN1KgG9lakhnHM3NZMvijvcPwNHMnB8u6z5iZoZ/MIZKJWviInXyM92nCxpBYEuq9PLxyZ7dqVbXsz9XWv/4IKcuGCoMOCg5i9uLvLp80qrTRdsG2wygWlNBrUZcD7CzaWfMDBz1XqasvyGaLUhWdQRqoQ4fS3GDyNXaRqLLzxBg3QNjlbgyUEEQOFt0jgCrjtgaiR/+fLUshfy6EuZ4SztWzqstI7wgkTm+/SQLOsWU5HGtJI93uuiWTTuWlUJWZTlvdBefBb+dX6OjqFWreSJUelb6Vn46d4kGjUbW7G18bgH7ribw1MAeOFrJm/m8UVbFT4cuMDioHT39xCt63y1f/HaC2no1ix4dhlKp/0zq5ehMNu66xPgRwYR1bZkxPNXV9bzx5mbKy2v5YukM3FxtWmQff4cgCGz9NYKfvj6MbwcX3l06HScX+UTR7mU0ag0XTlzn8PZLXDgej0atpUOQB8++O54BDwTfM1nav2P+/KZ/FyyAN96Ahgbw8YFdu5o+WrkTZkBvoDf1dg2UFlVyaWMVK35RY2CYjY29BbYOlpia370Anrd303OwZAkUFsLSpf/33NzLKBQKJs3sjWdbBz5+cxsvzP6Rdz6bRmBwy2kV/BVDBgdSWFTFDz8ex8HBkmefET+9Qg6emz2AS9GZfLhyP2uXz8bSXL8tHC72Vsyd1Iflv53g0PkERvTSbfLEX/HMqF7suxjP59tOsOrFKbJWPD0Q7M/Ppy6x4tAZhga2w0iGEWkmhgY80bs7nxw5ycXMbLp7Sk+aQFNW+NGQLnx+Npy4wgICHKXrnDiZWTDG258tSdEs7NoPSyNpYpptLe3o4+zNxtQrzO0YhkopPgERbOtBe0tntmVelKSdY2VoTh+Hzhy9cZknfcdhpBQX1nW368avGes5WxyBj4W3KNsOll0wVVlQpS7DTHX3974KhRIfi0HEle+gXlOJsUo/Uwz+lRnc1MpjmKrscDEVN+IjsTKSWk2VpPLkpKpkihqK6OMgrTz5YP55zFUm9HGQlj3bkXkZAZioQ3nyhpQrmKgMmNBWtwze6rhIXM0tGeGl22igOnUja6OuMKitD372uqsGl1TXsP7yVcYE+uFtL/4Q4q/44kA41qYmPDZAniD8VlbsOo1Gq2X+hH6y+77JmaupHDqfwJyxPWjrJq16QAwVVXV89PV+PNxseX72QL2vdycaGzW8t3gHqWmFvPfOBPzuQQGihno1y97fyaoVh+k7JIBlP875nwhuBUHg9P5rzH3gi6YS5KhMJjzaj+/3zeerbS/cUyXId8P8+WBk1BTcWlmBx70Xm9yzGJsa4eJhj3+IJ97+rlhYmVJSUEFSTDbpifnU1dxdWZ/TH/fCBQXQpcv9EdzeSvc+7flqzROYmRvz2ty1HNod1dJbuiPTpvRg4viubN12kS1bpWWUdMXUxIh3Xx5NcUkVy39snnmbU4aGEOjjwvL1xymrqtXLGlZmJjw/pg+Xk3M4HJUkq2+lUsG8EX3JKiln20VpY2vuxPTQztibm/FNuLRRNrczs3Mw5oaG/BCpexZ3TmBXqhsb2Zqk2+87wzeUvJoKTuWLE1u6iUKhYJJnd+LKc4kty5HkY4RrDyrVNUQUif9dzA3MCLEJ5lzxBdRacRUyBkpDOtv0oUZdgVYQJ7TmYzkYrdBIRtVpUXZi+NdlcBs01WRVR+BvPQ6lQtwpVFTZScwNrPG1ED/78mxRBEZKI7raiu8TrVbXcrrwGsNdumOsEt//16jVsCPrMmGO7WhjJi1wq2qsZ3dmLGM8A7Aykn7imVhaxJncDF7r1h8DCadZt7I1LpaSulqe7iqP0vHPFyKpa1TzTB9pPc534nxKFmeSMlg4qh+WJvKO1Lmalsvei9d5fHgP3GXu671JTV0DS345irebPbMfkO9x+SsEQWDZD4cpLqvmPx/PwMTYUO9r3mkPny/bx+XIdF5dOJoe3e+98TolRVUsfnUT8dHZPPzUQGY+0f+eVXWWC0EQiAxPZO3yAyTF5ODh68SiFbMIGxaISoaMQkuxfHlTcGttDRUVMG7c/RdgtTwKmjK7ZlSW17BnfQTbVp2kpqyeAX2Defil4bh5/fUh6PLlcP48GBpCZGRTNnfZsmbbvCx4tnVgxZon+OiNrSxbvJO05Bs88cIwVAb3Tp5CoVAw95khFBVX8d1/jmFvb8HgQQHNvo+O7VyZMy2MVRvO0LurD8P7SW/buhtUSiWL5gzjkffWs2LjKd55YoRe1pkQ1onN4df4Yscp+gV6Y2ok39/Pfn5t6dq2Dd8dO8eDXQMwk8G3qaEhT/TqypKjp4nMziXU3U0nf1bGJjzUKYjVUZEs7N0XdyvpB77Bjq6EOrmxJu4yswNCUUr8+zqkTXscTcz5LSWSQW7tJfl4oE0wX14/yNbMiwTaiBeo7WLbAUdjGw7mn2eAU4ho+zCH3lwsvUxsRRzBNuJ0XkJsBqBBoFpTgZg8rKNJABYGrqRWHqODtX4EEe6dd0aZyKgORyM0iC5PrtVUc73iEsE2fVGJDIwbtY1cKLlIV9sumKjEB4fHC67QoG1kpIu0stnTBQkU1lcyxUt6ILgrI4ZqdQMP6SgutSbuMsYqA6b76SaGpNFqWRV5iRBnV7q7iX/B305pTS3rL0UxOsCPdg7yjFQRBIEvDoTjYm3BjN4hsvi8iVYrsGTrCRytzXl8uHyjjG7n++1nyS+uZNGcoRg2QxBx+HQ8R88k8NjUMPzbtUzP5KqfT3LkaCxzHu3HyBH6E+2SStL1pjmYqUk3eGvJFGY9OeBfH9zGXk7n1Znf89ZjP1FRVsOCz6bx3d759BsVdN8HtwsXgq8vhIQ0lcbe2g/aingsrc146NkhrD72OlOeGkjE4VieGrmUr9/eRtEdelRvPgdLl0JcHNjYNH3v5Zebfes6Y2llykdfzWT8tB5s/+0cb8/7jarKllEu/itUKiWLXh9L587uLPl8L1ei5FPnFcOsCT3p5OfG8h+OkF+o/xFG7T0cmTWyK3vCY7kYp5/+X5VSyauTBpJXWskvR3VTAb4dhULB/JF9Ka6qYd0Z3XpTb+Wh0GBszUz5RqZe3DkhXVEoFPx8Rffff05AV9IryjiRLW3UD4ChUsUUnxBO5KWQWy2tR97S0IRRbkHsz71GZaP417NKoWS4S3culSRQWFcm2j7IujPmKnNJasqeZn4YKgypUotbV6FQ4Gs5mJyaS9RpxNneLf+6ADe18igWBs44mQSKsospO4tGUBNiM1D0mtfKo6nW1NBbonrywbwLtDVzoYOltNq1rZkXcTaxoq+jtJJgQRD4LSWSABtngu2kn7A1jQaKZbxvR+xMdBPrOZiSRGZFOU927SbLzf2aC5HUNDTybF/5spRHYpOJzs7nuaG9MTaUtxhi14U44jJv8PKD/TAz1o+qb1xqPpsPX2HS4GCC2+t+iPBP5BeUs+zHI3T2b8OsCfrPFt+J33deZsPGc4x9IIRZM+Qf56QrF84kseCJn1EqFXyx6jH6DW7+7EdzkhKXy7tP/szC6d+Sk1bIs++O58eDrzB0Qtd/hUL0kSNNgZX7H+1n8+c3fX3kSMvu69+ApY0ZcxaO4uejrzF6ei8ObbvE40OX8OOneygv+T/Rk5vPwfz5TQcNUVFgawsrV8JZ/Yp46gWVgZK5C0fx0qIxXL2UxsuP/UThjZabQXsnjIwM+PD9ybi52fLOu9tJTZNXGOluMFApefvF0Wi0Wj78eh8ajX5m1d7K4w/2wsPZhk/WHKauoVEva3Rr786wLu1ZffgieSXyPu8hXm4MDvDl55OXKKuWp9TazMiQx3t25XRqBldzpM17vRVXS0vGdfBnU2w0pbW67XGUdweczSxYE6u72JQgCGxKjZLsY7Jnd+o0jezLkSZYNdylBwICh2+IL982UBrQw747kWVXqNWIe0wVCgUWBjbUaaqpaBSnSu1jOQQBDWmV4kYN3S33/x3ELdRpKsipvoi35SAUIufIXisPx8HIDTdT8eWKZ4sisDKwopO1+JvRjOp8rldmMMK1p6RALrumhLOFyUzw6IqBRHGpqyW5xJcV8JBvF52CyQ0JV6nTqJkTKG400+0IgsAPkZfwsrZhuE87nXwBlNXW8cvFKEZ2bE97R917eQHUGi0rDp3Fx9GOcV3kDUKqauv5elc4Qd6ujO6mH8EKtVrDR6sPY29txnOT++pljVvRaLR8+PV+BAHefnFUiwQvp8MT+Pqbw4T1bseLL7TcWKK/4uyJ67y/cCOePo6sWPMEvn73niqwXGSnFfLpy+t5/sEvibuS8Ueg8jpjZ4VhaPTv6ZzZt+//L0eeP7/p+63Ig52T1Z8HI/1HB/P76tPMGfwp678+TE1V3f/3HHh5wbVrTWJfw4fDqVMtt3ddGD2hK5+sfJjiwgpeeXoNN/LKWnpL/4WlpQmffjwFE1NDXl+0hYKC5g/C27jY8PLjg4mKzWbTbmmzRsVgYmTI67OHkl1Qzk875clY3ol54/sjIPDVznDZfb80PIyahkZ+PKl7n+tNZnYLxsbUhJWn5enFfSK0G7VqNeujpasXQ1P2dZZ/CCdz0kguK5bsp425NQNcfdmcGkWjViPJR6BNGwKs3diaKW3Wr5upA0HWvhzMvyDJvo99bxq0DVwuER/smxtYIwAx5eJODO2M22Ft6Elq5THRa94N/6oAN6PqFFrU+FqK0/+vbCwlrSqWzjZ9Rd/0VquriSq7Ri/7HqJLmwEO5l9ApVAyxFlaULg98xIqhZIJOolLRWJuYMQ4r06Sfai1Wn6Ju0IvVw862klXtwM4n5PNtRv5PBnaTZIq3e2svRBJdUMDz/btpbOvm+yMjCO1sISXRvSRfXTPjwfPU1xZw6uTBuotCFt/8DJJWYUsfHgwFmby9g7fiY27LxEVl83Ljw3GzdlG7+vdTkxMNh99spuO/m68tejBey47eOpILB++voX2Hd349JtHsLXX/xzilqAwr4yv3tzK06OWcf54PNPnDmb1sdeZ+vQgTMzuzfnDrdwfuHjYseCzaXy7Zz6hfdrz64rDzBm8hO0/n6K+7r+zae7ucPIkeHrCyJFwtHm0iGQnqGtbPvnmESoraln41Brysktbekv/hbOTNZ9+PJXamgZef3MzlS1QTj16UCcG9GzPDxvCSUrXfya5e4AnY/oG8uv+SyRlFeplDTc7K2YP6caByAQik3WfM3sr7ZwdGBfakd8iosgtk+dQwtzIiDk9u3IyJY3o3Hyd/fk7ODKwrTdrr0ZSp9YtUz7TPwRjlUrnkUEzfEMpqKviWK50AbBJnt1JqrzB1dIsSfYjXXuSW1tETLn4kut2Fr44Gjtwtlj8wYyR0hhjpQnXysQduCgUCnwsB5NXe4UadZHodf+Je+suT0dSKo9iZeiOvbG4Ut2Y8ggEtATZ9BG95sWSS6gFNWESypPVWg2H8y/Syz4QWyPxMtmNWjW/Z0XSz6kDziZWou0BKhrq2JMZx1jPQCwMpQc6RzKTyamuYE6AbtlbgP9cvoi9qRkTO+qeGa2oa8reDvdrh5+TPNnbukY13x6NIMjDhSEB8o64ySgoZf2JKzzYK5BOXvrJ4GXdKGXV7xEM7NqOQV2liSKIITH1Bj9uCGdgr/aMGiSudUAOMjKKePOdrTg5WvLRB5MxMWl+Yau/49j+a3zy5jb8O7vz8dezsLDU71iLlqCsuIofPt7N40M/48iOy4ydFcbPR19j9vyRWFiJG8nWSit/h1d7Z9765hG+3PYC7QLb8OMne3h86Gfs33QedeP/ZVdcXeHECWjXDsaMgQMHWm7PuuAf2IZPv32E2toGFj69muwM6ZkofeDr48Ti9yeSnV3C2+9uo0HCLGNdUCgUvPLMMKwtTFn85V7q6/VTOnwrL07vj5W5CR/9fAiNVj+l0XOGdcfZxoLPtp2UfY3nhvZGEOC7o/JloR/uFoy1ibFsispPh3anuLaWbfFxOvmxNzVjnE9HtiXFUF4v/QBmgGs7XEwt2ZByRbKPUW6dMTcwZmumtOx5X8cgzFTGHJAwE1ehUBBm35u4inhKG8QflJkbWJNVk0hpg7hDpCa9JIG0yhOi1/wn/jUBbq26lLyaSHwsB4vOekWXheNs4omTifge2DPFEbiauNLW3Eu07YWSOMoaqxjhIq0f8Vh+PCUN1UzxlN7PuCM9mjqNmhntdBOXWh13GXcLK4Z66lZSHF9UyMmMNB4N6YKJge6ByC8Xo6isr+fZvvLNvd0QEUV+eRXzRorP+P8Ty3acxNjQgBfGij9suRsEQeDTtUcxMFCxcNYgvaxxK/X1jSz+ai/Wlqa88kzzlwUXFVXy2qLNGBio+PSTaVhb69YbLjcHd13hs3d30DnUi49XzMRMxGzP+4Hqylp++fIgjw35lJ1rwxk0rgurDr/KM2+Nw9ZBP7PvWmkFwC/Ig49WP8GSX5/Gyc2GFW9t4+lRSzmx+wraPwICJyc4fhw6doQHH4Tdu1t40xJp7+/K59/PprFRwytPryEjVT+ZQ6l0CfHi9VfHcC06i0+W7EGrFV9CqQs2VmYsen4kaVnFfL9ef2NJ/lzPwpT5MwcRl3aDLUei9LKGqZEh88b353p2Ab9HxMrq283Giod6BfP75TiSb8hzYGJhbMyjPUI5lpRKXL7umfQebdwJdnZhVeQlnQP82QGh1Kgb2ZIULdmHgVLJdN8unM5PJbNKWiWFmYExo92COZQXQ3lDjWh7U5UxA5y6cKogihq1+GA9zL4XAgIRxeIPIcxVTUm26LIzouxsjb2xNfIhpVL+Mpp/TYCbVnUCAS0+luKGi5c1FJFRc53O1uL7EIvqi0isTCLMoZekG/dD+RexNbSkh500CfttmZdwM7Wht6O0LKIgCGxIuUKQnSuBttKzhddLCjmXl8XDHbvoPBro5yuXMTM0ZGZn8aOabqeqvoE1FyIZ0sGXABfdyqb/9FlXzw8nLtC3Q1t6+Mg70DLieganYtJ4ckRPHKz0M+fzQEQ8F+MyeW5KP5xs9R9g/PBbOOnZJbz5/CisLZs3U9fQoGbR21uprKzjk4+m4OZq06zr/xOH90Sx/INdhPb0ZfEXMzAx/feU6Gq1WvZtOMecwUvY8M1RuvX35/t9C5j3yRSc28g3g7qVVv6JoJ6+LNv0LO/951GMTY1YMn8DL4xfQfyVJnVfe/umEuXgYJg4EbZta+ENS8S7nTOff/8oAK88s+aey+QOHhTAM08N4uSp6/y0Wj+iMn9Hzy7eTB7dhS17I7kcrR+V41sZ3tOP3p3b8t22MxSUVupljRGhHeji48bKPWeoqr27mdB3y1ODemBmZMjXh+VTYnukexcsjeXJ4ioUCp4M7U5GeRmHUpN18tXZwYXuzu6sjbuCVkL/6k2meAejUijYrIvYlFc3GrRq9kgUmxrh0oM6bQOnCsXbu5i64GPuTYSEMmVDpRHupu1FlykD+FoOoaAuhqrGG6Jt/45/TYCbWXUWK0N37IzFiUQlVDZJjQdai+/PjCyNAqCHnfgxLjXqOi4UxzHQqQsqCeJQxfVVXCxOY4x7CEqRglo3uV5WQFJFIZO9dQsmtyRFY6hUMq2DbiNXyuvq2JOYwHj/AGxMdA+GdkbHU1FXz9Nh8o3Z2Xoxhoraep4fKk0x+68QBIHv9kbgamvJjAEhsvq+SX2Dmm+3nqGjtzMTB+p/PE5yeiFb9kXy4PBgeoS01ft6t7Nu/VmSk2+w6PWxdGh/bwk2RZ5P5YsPd9Olhw/vLZ1+z5VN60La9TwWTPuWr9/ZjrefC1///iKLVszCw1eeQ6ZWWhGLQqGg5+AAVu58iVeXPURFaXXTNfr2NirLa7C1hcOHoUcPmDYNNm5s6R1Lw8vHkc//8ygAb728nrLS6r83aGamTO7B6FHBbNx0jphYeXtH74a5s/rj5mzN8h+P0NgoTQzoblEoFLz6yBDUGi0/7ojQ2xoLJg6gtKqWzad1E1y6HVtzU2aGdeFoXDLphfL0dluaGDOjaxBHE1PIKde9v3eEbztcLSzZGHNNZ1+zOoaQWVnGhXxp/a8ALmZW9HPxYVdGrCShJwA/K1f8rVw5mCstmxxg1RZXE3tOFUZJsu9p153MmiwK68VXgQRa9ySvLo3yRnGHa20tBwCQWS2vrP2/IsBVa+vIq43E01x80JFYcRlbI2ccjcWPSblSFoWbiSsuJs6ibc8Xx9EoaOjnKC3QOH4jHgGBoS7Sexr3ZsWhUigY6S5dqVet1bIzJZ7BHr7Y6hiU7kyIp16jZnpgZ538QFPAuP5yFIEuTgS7yRPcNGo0/Hr2Ct293ensIW/AdD4hk2vpeTw2vDtGMo8cusnWo1HcKKnk+Sn9UCr1WyosCAJfrDqKpbkJT8/Qv0rz7SQm5rNhYwQjhnWiT5j++4zFkJ5cwAevbcbT24G3l0zByPjfoRpcV9PAqk/38Pz4r8jNKGbh59P4dN3TtAt0b+mttdIKAEqlkkHjuvCf/QsY/2hfDmy+wFMjlnJsZyRWVgIHDkCfPjBzJvzyS0vvVhruXva8v+whigsreW/Bxv9PYKslUSgUPPvMYBwdrfh82b5m6Ye9FWNjQ156bDAZOSVs2SffrNe/oo2jNZMGBbH7dCxpufrJqHfycqFPQFvWHY+kVubHc0bvYAxVKn6RdS5u0z3vhkjdg1KVUsmUgE6EZ2aQXSFtBu1NRni1x9zQkO3JupV7j/EMJKemnKjiXMk+hrgEcK0si4I68YcACoWCvo5BXClNoqpR/BilENsQAK6Uij8w8bNq0uBJrBB3vVgbemJp6EZWtbzK4/+KADev5goaoQF3kQFuo7aBlKpoOliGSlBPriGhMpEuf1wMYgkvuoatoSUB1t6S7I/mxeFhZkd7S/HBNTQFIHsy4whz9sbeRHo57JncDAprq5nQTnfxoM2x0QQ6OtHJSdrvdCsXMrNJLiphZtdg2fo+D0UnkVdWyex+uvUr34kfD57HycaCB3vqR4SpsrqO1Xsu0KuTF90DPPWyxq0cDr/O1fhsnprRF6tmLk1ubNSw5PO92NqY8+xccYrq+qa4sJK3Xl6Piakhi7+YgbnFv0NQ6tzRWJ4etZRtP51i+KRurDr0CkPGd73nRjG10gqAmYUJTy0ay1fbX8S5jS2fL9zIm4+uoqK4kH37YNAgePRR+Omnlt6pNDp2dufVxRO4HpPNZ+/uaPae17/DzMyYVxaMJiurhDW/yD/m5p/o082XsK4+rN58lqKSKr2vN2dsT0yNDflum7jeRDE8NbInpVW1bAnXPWi8FQdLc8Z26cjvl2MpqRLfE3on3KytGNTehy1RMdSrdRccmxLQNP1jS1yMTn5MDQwZ1daPfWkJOikzD23TASOlij2Z0gPlIS5NAqvH8uMl2fd1CEItaDhXLH4PLibOuJm4cqUsSrStk7En1oYOJFaKC3AVCgUe5r3IrbmMWitfqf2/IsDNqj6HgcIEV1Nxpbbp1XE0CvX4WYoPWKLLo9EIGkJtQkTb1msauFAcT5hDJ1QSyosrGmu5WJzKEJcAyTeQ0SV5ZFWXMcZDN6XibckxWBuZMNhD/PzgW4kpuEFcUSFTZcjeAqy/dBVrE2MeCPSTxZ8gCKw5fRlvR1sG+On2u97OpaRsLifnMGdoN71lb9ftv0RFdR3PT+mnF/+3UlPbwDdrT+Dv68yYIfI8n2L4df0Z0tILmffyCCzvIUXi2poG3pn3G5UVtXzw5QycXKxbeks6U1fTwJJ5v/H+M2sxszBh6cZneemjyVja3FtiXq20cifaBbZh2ebneO698SRcy2LuA19wbMdZdu0SGDECnngCvv22pXcpjX6DA3jypeGEH4vnp68Pt/R2/ouuoW0Z80AIW7ZeIC4up9nXf+mxwajVWr5dp/9eYFsrM2aN7saJy8lcS5ae1fs7gr3d6Onnydqjl6iTWaV6dt9Q6tUaNp6TrwR6VtdgSmtq2R+fqLOvNlZW9PNsy9a4WJ3Fpia2C6SysYHDmdJ7ei0NjRno2o59WfGS9+Nj6YSPhSPH8qUpRPtbeWJvZE14kbQDjy62XUioTKRaLe5QQ6FQ0MEylOSqq6i14g4JPMx7oxHqya+NEmX3d9z3Aa4gCGRWR+Bm1g2VUpxIS2LlZQwURnhbiJ//GlkahZWBFT4W4oOdy6UJ1Gkb6Ocorff15I3rqAUtQ1ylZ/v2ZMZhqFQy3F16AFjVUM/B9CTG+vhjrNItMNsUG42xyoAH/aSXS98kv6KKwwnJTA7phKmhPL2NF9Oyicst4JG+obKX9/544BwOVmZM6K2fYLCwtIoNhyIZ0cufDl7674NcsyWC4tJq5j0xtNnnzSYm5bN+QwTDhgYS1vveKU3WqLV8/OZWUpNv8OYnU2jn59rSW9KZ3Ixi5k1dycm9V3n4peF8/ftLBHZt29LbaqUVUahUSsbMDOPHgwsJ6d2Ob9//ne/f38LmTY2MHQvPPQdfftnSu5TGxBm9GDe1O1t/jWD3FmmjR/TF008OwsHeks+W7mv20UFtXGyYMb47h07FExUrvefybpkxoit2Vmas3Hxacm/mP/H0yJ4UV9aw/ax0JeA74etkzwA/bzacu0pdozzPU29vT7ztbVl/SZ6geWpgJ/KqKgnPzNBtX66euJpbylCmHEBBXRWXiqRfW4NdArhckk5pg/g+eqVCSV/HzlwsuU6tRnxGNNQmGI2g4Vq5+GvJzzKUBm0dGTXXRdm5mnZBpTCStUz5vg9wyxoyqFLn4WEuXiQqoSISH4tOGCnFjeZQa9VEl0cTYhMkSeDpdOE1LA3MCLaRNlLnaH4cziZWBFq7SbLXCgJ7s+IY4OKLlZH0DNeBjCTqNGqdy5NrGxvZlXCdUe3aY2Wse8Zt05VraAXhz14POVhz6jJ25qaM66L7bN5buZKaw/nELGYP6YaJkX6yt6t2RqDRaHlmYphe/N9KRnYxm/Zc5oHBnQjs0LxBXGOjhs+W7sXGxozn7qHSZEEQ+Hbpfi6EJ/H8q6Pp0efeCbylculUAi9NXEFRfjkf/PQYM54fioGheLG8Vlq5V7BzsuK9Hx5lxvNDObz9Em8++h3ffV3GpEkwbx589llL71A8CoWCZ+aPpFe/Dny7dD/nTuueMZMLc3NjFswfRWZWcYuUKj88sSfODpZ88dMx1Br9zKq9iamxIU+M701UYg5nrqbpZY3Qdu50befO6iMXqZcpEL3Jo/27UlJdy64rus2cvYlSoWBm12Cu5uYTk6e7cu4Qb1/sTEzZFKtbcK9UKBjvG8DJ7DSKaqULtA1ya4epypA9mdIfr6EuAWgELSfyxQWKN+nnEEyDtpGLxeLLnH0sfLAysOLKH0K64mw7o1IYkFBxSZSdgdIYN7PQ1gD3Vm4+GGID3KL6XIob8uggoTw5oTKRGk2tpP7bRq2aiKIYetkHYiBBPblGXU9EYTKDXQIkqydHFmWTX1vJA566BWvbk2PxsrShq5O0QPsmB5KTqGyoZ5oM5ckNGg2br0TT39cbT1sbnf0BpBQUczIhjYd6h2AicwnxjwfOY2thyuQ++lE1zsgrYdepGCYNDqaNk41e1riJIAh88dMxTI0NeWaW/kuhb2f9hrOkphYy76WRWFk1b9/v37H11wj2bLvElEfCeGBit5bejk4IgsCm74/xzhM/4+hmw4rtL9K1nzxtAK200tIolUoefmk473w3m+zUQhZM/YpF81KYPh1eew0++KCldygelUrJGx9NwtfPhY8XbSUpXj9lslLo3s2b0aOC2bzlPPHXm3dfJsaGvPDoIFIyCtl5MErv643v3wkPZxu+2Xpa51Lav+LpkT0pLK+WfS5ud293Ats4sfZ0pGz93BM6B2BmaChLFtfYwIAJHQM4mpZCUY1uvcIT2wWiEQR2p0oLLAHMDIwY0qY9B7Kvo5b4XPtZudLG1JajEsuUO1l7Y21ozmkJZcpKhZIQmyCiy6NRa8UdlhirTPE2DxTdhwtNZcoVjdmUN8gzxuu+D3CzqyOwNfLBwlCcMNHNB19K/+2VsigMFYYEWokPEKPKkqnW1ElWTz5dkEi9Vv1nE7oU9mTGYqIyYIhbB8k+8qorOZubwcR2gToLyWyKjcbL2oYebXRXWz2ckExhdQ0zu+k+R/cma8MjMTZQMb2nvEFodHo+Z+MzeGRIV0yN9TMm5rttZzA2MmDO2J568X8rp84ncelaBk881Adba/3M8f0rkpNvsP63CIYOCbynVJNPHYll1YrD9B8ayGPP3TtZZSnUVNXx0Qu/smbZAfqPDmL5pudw9bRv6W210ors9B4ayFfbXsDSxoy3H/+RycPCefhhgXfegbffBj1VmeoNE1MjFi+fgY2tGe/M20BBvm6Ks3LyzNODsLe3aJFS5QG92tMtyIsfN56htFy/I5UMDFQ8M6kPKdnF7D8rTTzon+jewYMQHzdWH7lIo1q+MUgKhYLZfbuSXlTKieupsvi0NDFmXCd/9sRdp7RGvNrv7UwN6EyjVsvv13XLMnewdaCTvTPbknUTrXrAI4CS+hoiCtIl2SsUCoa4BHCuKIXKxjrR9iqlijCHzpwvjqNBI140q4ttCDWaWhIqxVd9dLAMpbA+h5L6fFF27mZNiUq5srj3dYDboKkmv/aa5PJkB+M22BmLG/ciCAJXSq8SaB2AsUpcaTNAeOFVTFXGdLWVlvU4lh+HnZE5Xey8JNmrtVr2ZV1nkGs7zA3F9Szfyu/JcQjAhHa6ZYFTS0u4kJvN1MBOsiiurr90FQ8ba/r7ttXZF0BRZTW7r8QzvmsgdhbyCuf8ePAcNuYmTOsnXzB+KzEpeRy7lMSsUd2ws9Kv6E9dfSMrVh/H19OB8SNC9LrW7ajVTarJVlamPP/svRNExl7N4rN3dxAQ5MEr743X+2gmfZKTXsi8Kd8QcTiGJ15/gNe+mIGJmfT3j1Zaudfx8HXiy60v0HNQR1Z9sotOjpt59FEtH34Ir79+/wW5dg4WLP5iBvX1jbz10nqqKsXfNOsDC3MTFswbRUZGEb+s05/S8J1QKBS8/Phgausa+f7X03pfb0i3DnT0duaHHWep10Mwr1AoeGpkL/JLK9l1Xp5y4psM79weVxtL1oZfls3nzG4h1Ks1bLuqe8a5vb09oS6ubIqN1rnPeWK7QKKLbpBUJn200wBXXywMjXVTU3YNQC1oOF2QIMm+r0MQtZp6IkvFB6mBVgEYKgwlqSn/OS6o8oooOysjN6yNvFoDXIDcmstoUYsOcBu0daRVx0jK3mbX5lDUUEQXG/FBiUbQcrYohp52ARipxGfs6jWNnC5IZJBLR0nqywDnCzMorq9mjKf0vllBENiWHENXpzZ4WdlK9gNN0u4qhYJJHXUfj5NQUMSlrBxmdA1CKdN4ko3nrtKo0fBIH3lHA13PLuBUTBozB4ViZix/oCAIAis3n8bOyowZI7rK7v921m0/z42iSuY9MQSDZhaW+m1DBCmpBcx/ecQ9U5qck1XCews24OhszXvLpt/Xs24vHI/npYlfU1ZcyYc/P8Gkxwe0jv9p5X8Cc0sT3vrmYR5+aTgndkdiVryC2Y/U8dlnTX2591uQ29bXiXc+m0ZOZjEfvLqZxkb5sny60KO7D6NGBrFx8zmuJ+Q169pt3e2Z+kAoe4/FEJuo37WVSgXPT+lHfnElW4/Jp0p8K739Penk5cLPhy/I2ltsqFIxK6wLl9JyiM4Sl5n7K/ycHOjm0YbfIq/KUrY9NbAzKaUlRObrVu4+zrcjKoWCHTqITRmrDBjexo9D2YnUa6QdZnS2ccfR2FJymXIX2/aYq0wkqSkbq4wJtA7gSulV0QcGDsZu2Bu5klAp/jDE07w3ebVRNGp1H0t1Xwe4WdURGCktcDYV17uZUhWNRlDjZyn+xv/maUaIhAA3pjyVssYq+kosTz5XlEKNpkGn8uS9mXGYGxgx0NVXso+Y4qaTrYk6Zm8bNRq2xccyqK0PTuYWOvkCWH8pCmMDFZOCxati34kGtYbNF6Lp38Gbto66BfK388vRy5ibGOktexsRnU5kQjaPj+uFmYl+M23ZeaX89vtFhvfvSEigh17Xup2UlBusW3+WIYMD6BMmveReTsrLanjrpfUAfPjVTKzv05E5Wq2W31Ye4b2n1+DsbseK7S/S5V8gkNVKK2JQKpXMeH4o734/m/ysEmriPmXmtDK++qpJYVlP7ZR6I6S7Ny+/NY6oS2l89fEevan6imXu04Oxs7Pgs6V7m71Uec7UMOxtzVm+6ggaPQtOdQ/wpGcnL1bvPk9VjXwzP2+iUCh4fHgPcoorOHo1SVbfk7t3wtTIkA0yjgya2S2Y7LIKTqWk6+zrgfZ+mBsa6iw25WhqTr823uxIjkWrw+vjAc+OVDTWEZ4vraxbqVAy2CWAMwVJ1GoaRNsbKg3o5RDI2aIY1Frxh1ldbIIpaigiu1b8KK8OlqGkVsXQKHKurYd5L7RCI7k14nt4b+e+DXAFQSCr+hxtzLqjVIjLjiRWRGKkNMHLvKPoda+URuFr7oONkY1o2/DCaxgpDelhJ35dgCP5cVgamNDd3luSfYNGw8HsBIa26YCJgfSezx3JsRgpVYzx0W2kz4n0NIpqamQRl6qsq2dXzHXGBPhjYyrP7NMjsckUV9XwUG95g9D80koORiYwoXcnrMzkn9Oq1Qqs3HIadydrxg/U/xzaFauPY2Cg5NmHB+h9rVtRqzUsWboPK0sTnn9uWLOu/Vc01Kt5f+FGCm+U896yh2jjYdfSW5JEdWUdHz63jnVfHWLg2BCWbXoWZ/f783dppRU56Dk4gK+2v4CtgyUlkZ8wflQm330HTz0FmnsjEXrXDHsgmIefGsDhPVGsX3WqpbcDgIWFCfNfHkl6ehHr1p9t1rXNTI14bvZAElJusPeYbr2Xd8PzU/pRUV3HL/v0M7ppQCcfPB1t+OXoZVkPMCxMjBnXpSP7ryVQWq173yzAML92OJqbsf6y7kGzuZERYzr4szcxgcp63Q4PJrULJLe6knN50gWP+jh7Y2NkqpOa8hCXAOq0jZwtkHZY0dchiEp1DdfKU0TbhtiEAEgsUw5FLTSQWiUuC+5sGoShwlSWMuX7NsAtqU+mRlMkujxZEAQSKy/jaxGEgVJckFfWUEZqdZok9WStoOVMUTTdbP0wNRDfu9uo1XDyxnUGOPtjqJRW7njmRhplDbWM0UE9Wa3Vsiv1OoM9fbEx1q0cdFNsNE7m5gxoKy1gv5Ud0XHUNDbKKi614VwUHnbW9GnfVjafAL+dbOpLmDGwi6x+b3LwXDzJWUXMndQXQwP9jm45cymFs5dTmTM1DAc73bPwYtiw6RzJyTd4+aURWN8DpclarcDn7/1O7NUsXn1/AoHBzZvNlouslALmTV7J+ePxPP3mOF5ZOh0T09Z+21Zacfd25IstzxE2LJDaxJUM7hnNTz/BnDmgbt6ko87MfGIAwx4IZt0PJzi8Vz/lsmLp1dOXEcM7s2FjBImJ8pTB3i3D+voT3NGd/6w/TUWlPMHbX+Hn5cSIXv5sOBRJYWmV7P6VSgUPDw4lNvMGV1LEZ9/+jod6BdOg1rD9kjwHAUYqFVO7dOZ0SjqZpWU6+5sW2JlatZq9SdL6Vm8y3KsdFoZGbE+WHpwaKlWMcPfjaG4StWrxQk8AoXZe2BiacURimXI3O39MlEaEF4ovU7YxssbX3EfSuKC25oEYKoxIFFmmrFIY4mbenazqCJ0PZ+7bADerOgIAd3Nx6rAF9VmUNRZJKk+OKmv6IyCl/zahMovC+jLJ5cmXitOoaKzVrTw5Kw4rQxP6OvtI9nE6J53C2mom+urWM5tfVcmJjDQmdQzEQKnbZSgIAr9dvkawmwudXMWpaf8V1/MKiUzPZXqvYFnFgSpr69l2JpphXTrgZmclm9+bqNUavt9+Fn8vJ4Z012/Jbn2DmhWrj+PVxo4po+XtUf4nUtMKWPfrGQYN7Ei/vvfGmJrV3xzl1JFYnnhxKP2H6t5T3hKcOxrLS5O+pqKsmk/WPsn4R/u29tu20sotmFmY8ObKh5mzcCTGJb/Sw+8M69bBww9Do7R72BZBoVDw0ptjCenmzZcf7iLqkn7ms4rl2WeGYGtrzpLP9zZrj7BCoWDeE0OorK7jx436F7t6ZmIYGo2Wn3bJN/fzVsb0CMDWwpRfjsknCgXQ3sWB7t7ubDp/TbZxR9O6NOmmbIgUH4TdTrCzCx3s7HUuUzYxMGRUWz/2pydIDk4BxngGUq1u4EResiR7A6WKQS4dOV2QQIOEXl4TlRHd7TtypugaWkH889XFNoTU6jTKGspE2RkqjfCxCCKxMlJ0oOph3otqdQGlDbq9J93HAe45HIz9MDMQN6YioaLpxd7BUnz27ErZVRyNHWhj2ka0bXjhNVQKJb3spd34Hs2Pw1RlRG/HdpLs6zVqDmcnMMLdDyOV9Kze9uQYbIxNGOQhPUgG2BYfh1YQmBKge7/s5excUotLmB4q3xifDRFRmBgaMKGbvIHKjrMxVNc18Mhg/Qg/7TsbT15RBU9PDNO7au/GXZfIyS/j5ccHY2io30zxrdxUTbawMOHF5++N0uS92y+x+ZczPDCpK5NnhbX0dkSj1Wr5dcUh3n9mLe7eDqzY8SJBPaX36bfSyr8ZhULBtGcGs3jVY3iaHyLI/RAbN8L06dAgvlWuxTA0VPH2Z1Nx87Bn8SubyEgtbOktYWlpwoJ5I0lLL+TX9c2rqtyurSMTR4aw89BVElNv6HWtNk42jOvfiV2nYrhRXCm7f1MjQ6b0DeJEdCrpN0pk9f1Q72BySis4nZAuiz8XKwsGd/Blx7U4GnSs91coFEwN7MzVG/lcL9Ltep7YLoCqxgYOZUjvZe7p6ImDiTl7dShTHuwSQJW6nvPF0np5+zoEUdJQSVxFumjbmwm9mwk+MfhZhVLScIOienFVBB5/jguKEL3mrdyXAa6AhoK6WEnjgRIrI3Ex8cLayEGUXb2mntjyOLrYhIjOaAiCQHjhNbrYdMDSULzgjEbQcvxGPH2d2mMiQX0Z4GReClXqBp3Kkysb6jmYkcxYn446BclaQWBLbDS93T1oa6O7eNOWqBjMjYwY1VGejGVFbR17o67zQLA/1jL180KTqNZvJ6/Qrb07AZ7yZJpvRa3Rsnr3eTp6OxMWpHvZ99+RX1jBL9vOMbBXe7oHt9XrWrezafN5kpJu8PKLw7G2bnkBpwtnkli5ZB89+rTnuYWj77uMZ3VlLe8/s5b1Xx9h6ISufL7hWZzc5BVVa6WVfyPd+vvx1fYXCQuKoaPjLrZvh8mTBXRs/2tWLCxN+PCrGRgbG/L2y+spKZK/ZFYsvXq2Y/iwTqzfEEFiUvOWKj8+vQ9WFiZ8seqo3gW4Zj/QAwH01os7vX8IRgYqfj2uu2DPrQwO8MXJylxWsanJwYGU1NRyPEn3Obvj/TtipFSxOU63Muperp64mVvqVKasUioZ5d6RY3nJVDVKe2Poae+DhYExxySWKfe0D8BQoZJUptzGtA2Oxg5ESihT7vDHpJqESnHXn7mhI3bG7f43A9wGTTUCWjzMe4uyq9NUk1EdTwcJ5ckxFbE0Co2S+m/TqvPIrSuir6M0wZ+rpZkU11cx1EV6NnFPZhx2xmb0cmor2cf+9Ca584ntdMtqnsvOIrOinKkyiUvtj0tkTKAfZkbShbNu5ffLcdQ2qmUXlzp8JYn80kq9ZW8PnrtOTmE5j4/rpfcga+Wa4wA8P3ugXte5nbS0QtauC2fgAH/699NN5EwOkhPy+OiNLfi0d2bRx5NRGdxfb6kZSTd4adLXXD6dwLPvjmf+kqkYm8jzOmqllf8F3LzsWb75OR5+qIIAx+3s3q1g7Bgttfpt45QVZ1cbFn/xEGWlNbw7fwN1tS2fhn5u7lBsbcz5bGnzlipbmpvwzKz+RCfkcuCkvLNkb8fVwYoH+gSw82Q0RWXyHyzYWZoxpkdHdl+Io6RS97ErNzFUqZjSvTPhielkFJXJ4rOfb1ucLS3YEqV7b6+dqRnDfH35/Xoc9To0xysVCia0C+R0ThoFNdKfnzGeAdRr1BzNkZYJNlIZ0M/Jj+P58ZLUkM0NTAi19SO88JroQxuFQkEXmxDiKuKo14gL0G2NnHAy9iBRZIALTWXKN2pjqNdIr264v+7G/qBBW42x0hoHE3E3uMmVV9Gixc9KfL/gldIozFSmdLAQPybjdOFVlCgIc5AW0B3Nj8NIaUBfJ2kZyhp1A8dykxjl7q9Tv+u25Bi8rWzp4ugq2QfA5rhorIyNGeErrdz6VvbGJVCnVjMlRJ7RQFqtwMZzVwnxdKWjm5MsPqEpi//L0ct4O9vRN0D+7KpG25S9be/hSL8Q3crH/4mLV9M5cS6Jhyf1xMXJWq9r3YpGo+WzpXsxNzfmxeeHN9u6f0VBfjnvzNuApZUpi7+YganZ/SXEdOZgNPOmfE11RR2f/vI0Y2eF3XfZ51ZauRcwNTfm9S9n8v5HdnR23srhIwqGDW2kurqld3b3tO/oxqKPJpGckMcnb27T+7icf8LS0oR5L48gNbWQ9RuaV1V59KBOBLR35bt1J6mq1m86/tExPdBotazbf0kv/h8e1JX6Rg2bTssrJDalR2cMlEo2nZfHr4FSyaSgQE6npJNXoXvJ9tTAzpTV1XE4VVrv600mtAtEIwjsSo2X7CPUwR0XU0v2Zkk/MBnqEkBZYw1XSjIk2fd1DOJGfSlJVdmibbvYhtAoqImpED8XuINlKOnVcdRrxJ34eZj3RkBDTo3014UsAa5CoRipUCgSFApFskKheP0O/z9QoVCUKxSKqD8+3rlb2zvRqK3G3bwHSoW4MtmEykhMVOZ4mIkTpdEKWqLKrhFkHYSBBAXj8KJoOln7YGtkKdpWEASO5cfR28EXcwnqywDHcpOp1TQyxlN65jWnqoJzeVlMaBeg001wWV0tB5KTGO/XUadRRTfZHBWDn5MDnWUSl4pIziSjuIyHesmbvb2UlM317AJmDQrVS2/skQuJZOaX8vi4nnoNUhobNXz50zHauNjw0LjuelvnTmzacp6ExHxeemEENi08W7a6qo63X/6N2poGPvhyBvaO4l/bLYVGo2Xt8gN8+Pw6PH2dWbHjRTp1129Jeyut/NtRKBRMfnIga7YG0cN7B2fOqugXVkOl/O2VeqNXfz/mLhjJudOJfL/8QIvPyA3r3Z5hQwNZ/1sEycn67Ym9FaVSwfwnhlBaXsPqzfoNrt2dbBjRuyPbj1+jpEK+LOtNvF3s6N/Jm82nr1In43xhRysLhga2Y8elWGob5FFXmxgcgABsuyo+kLqdPh5etLG00llsqr2NPZ0dnNmeLH1PSoWCBzwDOJWfQnmDtNKOMMf2mCgNJasphzl0QolSUplyB4v2mKnMJKkp+1l1RSOoSakSt66TSQDGSkudypR1DnAVCoUK+AYYBQQADykUijs1ep4WBCHkj4/FIm3/C62gEV2erBW0JFZG0t4iBJXIwDilKpVKdSWhEsqTs2sKSa/Ok6yeHFeeS15tOUNcdSlPjsXZ1IJujtLHlvye0vSimqCjevLOhHgaNBpZZt/G5RcQk3eDKSGdZAvqNpyLws7clOGdxWfq/461Ry//WS4kN1qtwM+7zuHTxp6BXeXd9+1s2RdJRk4JLz02CGMjaeOqpJCeUcTaX8Lp38+PgQNatjRZqxVY8vYOstKLeHvJVLzbyd9PrS8qy2t47+nVbPzuGCOmdOez3+bi6GrT0ttqpZV/DaF9O7Dz5ECGhe4n6poxXYPLKStr2UBRDOOm9mDSzN7s2nyRfTvkVeCVwnNzh2JtbcqSz/eiVjdfqbJ/OxfGDg1i675IUjOL9LrWnDE9aGzUsP6AfrK4jwzuRmlVLXsuyFty/VDvYCrq6tl3VbeRPDfxtLWhd1sPtl2NRavriBiFgikBnTiTlUlWeblOvia160RscQGJpdKvgzEeATRqtRzKlvZYmRoY0cepPcfy4ySpIVsZmhNs4yspwDVQGhBs05moMvFKzF7m/hgrTUX34SoVBrQx70F29XlRdv/lQ7Ll/9EDSBYEIVUQhAZgI/Cgvm3dzXuI2mRebRpV6jJp5cllUagUKjpbiy+DjShu6icIc5BWQns0PxYDhZIBTtJGoVQ21HEyL4XRHgEoJQaBgiCwPTmW7s7ueFrZSPJx08+m2Bg6OTnT0VH38t+tV2MxUqkY10meoDG3tIKT19OY3L0zRgbyBW8pecWEx6UxvX8wxobyB4XHLiWRllvC4+N66VU5uaikitWbzxLW1Yewrs2nsHuzNNnU1IiXXmj50uStv57lfHgiT88fQWhP/ZaDy0l6Yj4vTfyaqLPJvLB4Ii99NBkj4+Y7pGhFOg31jRTllbZ42Wgrd4eLhx27wocxc8wZktPM6eRXTE5WXUtv66554sVhdOvdju+WHSA5Ia9F92JlZcq8l0aSklrAbxt0E50Ry1Mz+mJmZsyXP+lXcMrL1Y5hPf3YevQqZXqYwdu1XRsCPJ1ZdzwSrVa+36Nr2za0d7Znw7mrsj0+U0I6k1NeQURaps6+JgcEogC2xuvW1zvWxx+VQqFTFreznSue5jbszZJe6jzEJYDC+kqiy8SXGQOEOXQmq7aArJoC0bZdbEKoVFeSUiVOBEylMKCdZTCJlZcljQuq1UhXAJcjwG0DZN3ydfYf37ud3gqF4qpCodivUChupgHv1va/MFFZY6IS1/uXVHUFgPYW4scDRZVdxc+yA2YG4ssizxfH4WPuhrOJnWhbgOP58XSz98baSFpJ5rHcZBq0Gh7wkK6eHFtcQHJZMRPbSfcBEF9UyPWiQqbKMBqoQaNhd0w8w/zaYSOT0vHWi01vglN66p5dvpUNJ69gbKhiSl95y57hj97evRfwcrFlcHf9Zm9/2nQWtVrLS48N1us6t7NzVyTXr+fx0gvDsbU1b9a1byclIZ/V3x6l39AAxk1p3hJtXUhPzGf+1G+oq21gya9PM/oh/QuRtXJ31FTWkZmYR+TJOA5tOMtvy/by9cL1vDtjJc8N+oBp/gsY1+Y5ZnV+jbGuc3k4+DXmjfqUDx/7nv+8uYlt3xzixPYLxJxLIj+ziEYZyxBbkY6JqRG/7OrH6y9eJ6/Qhi6dK8nJvj8G5SqVCl55fzzWNmZ88uY2Glr4muoT1p6hQwJZt/4sWdnyjrz5O2yszHjqob5ExmRx5pLu6r5/x5yxPalraGTzkSuy+1YoFDwyuCsZBaWciU+X1e9DvYOJzy0gOlueEvJhfr7YmJqw7ZruZcpullb092rL1rhYnQJwB1NzBrh7szMlTrIfxR9lymdvpFFaL60UvZ+THwYKFcfypQXJNxNt54rFP7adrTuhUqi4ImFcUAfLrlQ0lnCjTtyhhbtZTzzN+4pe7yZyHN/f6S7p9isgEvASBKFKoVCMBn4H2t+lbdMiCsVTwFMAnp6eojeZVhWHs4knFoY2ouwqGivIqc2lj4P42ZYNmkbiytMZ795PtC1Afm05adVFTPSUfiN9Mj8Fe2Nzgu3dJPs4mpWMAhjupVsAdSQ1BQUwsp3u43wuZGRTXlfPmEBpme3bEQSBfVev08vXAzcbK1l8AtQ1qDkQmciwkA7YWpjK5vcmcWn5XM8o4NVHhqDSQUDsnygtr+HgyVgeGNyJNi42elvndqqq6/jl1zOEdvFq8dJkjUbLV5/swcrajJfeGHPfBIhlxVW8+9RqTM2N+GLL860jgJoJQRCoKKmiKLeMilJbGuvVrP3kJMV5pRTlllKUW0ZRXik1lf9/Zs/a3gIHN1vsXWzwC/XGyt6C7OR83H2dKcoroyi3lPS4HC4djaXuDiI4No6WOLjaYu9qg6ObbZMvVxsc3GxxcLXFwdUGUwv5RqC1cmcUCgUff9UJe6c0Xn3bna4h1VyNtcbZ+d5/77CxNWfeW+N488X1bF13lhmP92/R/cx9ejBnzibx088nee+dCc227thhQazbcZ5Nuy/Rt7v+Kpd82tjTq1Nbdp6M5rFxvTBQyfv3fEhwO2wtTNl1PpZ+gfJpLowO9ueT3SfZfzWBIA8Xnf0ZGxgwtEM79scn0qBW61xNN7q9HyczDhJfVEiADpWDo9r6cSwrlbiSAgLtpbUlDXHrwHfxZzlzI13SyE5LQxNCbD05X5QiaX0nE1s8TJ24VpbMFI9BomzNDMzwMffmesV10ev6WDQF1unVcbiYet21namBLcPbfAJ8KnpNkCfAzQZube50B3Jv/QFBECpu+XyfQqH4VqFQONyN7S12PwA/AHTr1k3UEYpG0JBZc50QmwFizAC4XtlUL+9vKT6Qiq/IoFFQE2wj7U3x5kXcy0FaGaRWEDidn0p/F1/J5ckARzNTCHF0w8FUt+zZsfRUQlxccTDTXSDo0PUkzAwN6eN99y+WvyM25wZZJeU8NUhc6fs/cTI6haraer303gLsOBGNqbEhI3vrN/jbeegqDY0apjwgvsRfFzZuPE9FRS1PPTGoxQPK/b9HkhCbw2uLJ2BpJf9hhT5oqG/kg2fXUlZUyWe/zW0NbvWERqMl/kIKdmkF1FbV82G3RRTlldFY35T5Si9fAMCmL/Zh52yNvasNHh1c6DKw458Bp8PNQNTFBqO7HNUkCAI1lbUU5jYFvU3Bc9PnRXmlFGSXEHchhcrS/1/O19zKFAc3Wxzb2BLUx4++Y0Jx85FPOb6V/2PBm96UFUXx8VcBhAZXc+mKBa66DSNoFrr1bkf/oYH89vMpBgzvRBsPaZVocmBra860KT1Y80s4sXE5BAb8Y7GfLBiolEwe1YVv150iKa2A9t76e41MGBjEq1/v4uy1NPp3kTeYNjRQMbKrH1vPRFNRU4eVmTwHXJYmxvTza8vB6EReGd1fljap4f7t2Ho1hrPpWQxsp1swPrBtk/3RtBSdAtxBHj4oaLoflhrgBtm5Ym1kwqm8FEkBLkBPBx++STxKaUM1tkbi78mDbHw5XnAFjaBFpRB3iOJv5cfe3P3UaeowUd399WNr6ISlgR0Z1fH0chgldsuSkSPAvQi0VygU3kAOMB2YcesPKBQKF+CGIAiCQqHoQVNpdDFQ9k+2cpBfm06Dto625uKDjOsVCZgojWlrLj6QulqWjBIFnaylBagXilOxMzKnnaW0F1NMaR4l9TX0d5HeJ3ijpoqrRfm80lVaFvomhdXVXLuRz4LefXTyA00jcY4kptDfty0mMvW0HriWiIFKyZBA3UcX3cruC/E421jQvYN0ga+/oqqmnkPnrjOilz8WptIUtu+GhkY12w9coVcXb7zc7fW2zu0UFlWybcdFBg8KoEMH3U+GdaG0uIqfVx4hpJs3g0bKW8KuLwRB4Ks3txEXmcGiFbPwC5L/GvxfRt2o5trZRM7svsLZfVcoLajg88pyTC2M8Qv1IezP7KkN89/zxNDYgN2nvkVlIE7k8O9QKBSYW5lhbmVGW/+/rtKpr22gOK+Mwtym7HFx/h9BcG4peRlF/Lx4Oz8v3o53oDt9x4TSZ2woXn6uLX6o9G9i8fJgivOP88OmPvToVk/EeWPc3Vt6V//MM/NHcCkiiW8+28dHK2a26DUxZXIPdu6+wg8/HufL5c23l7HDgli9JYJNey7x1guj9bZO3xAfHG3M2XH8muwBLsDYHgFsOBnFochEJveVJnx6J0Z27sCxuBSuZOTQ1Vv3izqsrQfmRkYcTkjWOcB1NDMn2NmFY2mpvNBDnDjtf/kxNSfE0ZWjWSm82EV8RSeASqmkj7M3p/NTEQRB0vXb08GXbxKPcrE4jeGu4tv9gmzasTcvgpSqHDpYirsn6Gjpz272klSZTGebu19boVDQ1rwj6TVxkn9vKegcHQiCoFYoFM8DBwEV8LMgCLEKheKZP/7/e2AyMFehUKiBWmC60FTIfkdbXfd0Oxk1TSl1L3PxJybxlQl0sOwgWnkZmgLcdpbumBuIz/YIgsD5ohR6OPhIvhhO56eiAPq6SH+DOJ7V1HcyxFO3N9vj6U1+BrfVXZQnKiePouoahvvLE4xqtQL7ryXSp70X1jL18wIUVVQTcT2d2UO66aV8+EBEPHUNaiYMku8P1Z04eiaBkrIapo3tqtd1bmft2tNoNFoen9OypXEAP351mIZ6Nc+/Nvq+uenf9P1xju2M5OGXhtNvlH6vkf8VGuobuXIynjN7IonYf5XK0mqMzYzoMawzfceEErD8OiqVktd/eOK/7MyWNf2raiFNL2NTI9x8nP4yQ1uQXcyZPVcI3xPJr5/tZt2SXbi3c6bvuK70HROKb2eP++a6v1dRKBR8uaY/pUW72HpsNL17qTkdbkDbti29s7/H3tGS2c8M5rtlBzh9NI7+Q3WbpKALpqZGzH64L1+uOMjZiGT6hOlXd+ImluYmjB7UiZ2HrzJ31gDs9aQFYaBSMq5/J37efZ68ogpcHeRrlwLo6OGEj4sduy7EyRrgDuzog4mhAfuuJcoS4BoZGDCwnTdHE1NYPEr39qsh3r4sP3eGwppqHM2kP3eDPXxZFhlOYW01jhIrGge4+LIvK56E8gL8bcQnrwKs3bAwMOZ8UYrEALfpXv5qWbLoALedhS8qhYr4ygRRAS5AW/MAosvPUNZYiK1R81QKyXLXLQjCPkEQOgiC4CsIwkd/fO/7P4JbBEFYKQhCoCAIwYIg9BIE4ezf2cpNRnUcNoYO2Bg5iLKraKwgtzYXf0vxPaMNmkbiKzIIspYWGKZWFVJUX0VPe+mB5am8VDrZumJvIv0FfSwrBTdzS/xtHSX7ADiWloqrhSX+Drr5ATickIKhUskAX3n6SKIyc8kvr2R0kDz9vDfZf+k6Gq3A2B66iXPdCUEQ2H7iGn5eTnRsq78xNYIgsHnPZbw97OkWJE85+N2QnlHEgUPRjBsbimsLj7GJupjG0f3XmPJIHzzainsPaSnCD0SzdvkBBo4N4aHnhrT0du5r6mrqObP3Ckue+Ynp/gt4d8ZKwndH0m1IJ975ZS6bE5bz5k9PM2BCd1Qy9801F07u9kx4ZijL9rzKr9FLeO6zGTi42rL5y/08P/hD5nR7kx/f3Ur8pVS02lYlZ6kYGRvw3cbhjAzZyI38Rvr11ZIirZ2uWRk7uTvt/F35btkBqqv+/57v5mT0qCDcaoM7IgABAABJREFU3e1Y9dOJZlUVnzw6FI1Gy44D8otA3cq4/k0VQjtP6ja/9U4oFArG9gzgWloeGQWlsvk1NzZioL8Ph6ITUcv0nAzz86WkppbI7Dt2LYpisHdTYuVEeppOfm4mem4mfqTQz7VpLyfzpPkwUKroZu/NhSJp9g7G1ribOnKtLFm0rbHKGG+Jfbhe5k1tdOnV8o6q+jvuz7/GIhAEgfTqeEnZ2z/7b63E9zf+X/+ttCzjzf7bng7SAtzKhjquFGf/+WKSQp1azamcdIZ4ttPp9L5erSY8K4PB3tKz0TcRBIFDCUn09vbE0kSestwD1xIxNlAxKEDekqDd5+Po5OWCt4v8fUsxKXkkZxUxYWCQXjMrV2KzSEorYOqYrs2awflx1QlMTYx4eKa0UiC5aGhQ8/Wne3F1t2X6o9LV/JqTpJhslr6yEf8QT+Z9MqU18yaBmso6Tmy/wIePfc80/wV8MPs7Lh+Loe+4rize8AIbry/jte8fJ2x0F4xNjf7Sz+jRsHz5f39v+fKm79+r2LvYMPaxgXy6Yz4b4pfy8peP4NHehZ0/HGXeyE95JPh1vn1jI9fOJLSOLZKAjb0FKzeOpJ/vaooK6unXTyBBnjGiekNloOTF1x+gtLiKX74/1qJ7MTBQ8cRjA8jILObAQfmDwL/Cw82WsK6+/H7oKvV6VJV2dbAirLM3u07H6GXu7wPdO6JUKNhzQfq4mjsxMqgDJdW1XEzL+ucfvgv6+3pjpFJx6Lr4QOx2Ojo44mphwdE03U6TAuyccDW35Eim9D05m1riZ+3E6XzpQXJPe1+yakrIqZF2SBFs045rZaloJMzT7WjpR1p1OnUacWPPnE08MVGakV4t73X3d/zrA9yShnyq1GU69d96mYlXbda1//Z8UQoeZna4mdlIsj9bkI5GEBjgIj1oO5efSa26kSEeugV+53OyqWls/PMUTRfibxSSXVbBMD95ypM1Wi0HohPp7++NufFf36iKJSG7kMTcIr2JS/1+MhozE0NG9NKvuNSWPZHYWJkyvJ9+fo87cS06i4hzyTw0vRfW1roLkunC1nVnyc4s5vlXR2N8l8I/LUlRfjnvP7MGaztz3vluNkbG9/6e7xUqy6o5vPEs785cyTT/+Xz61CpizyUzbFpvPtk+jw1xS5n/1Wx6DOt814/r0KGwcCFk/XHPt3x509dDh+rxF5ERa3tLRs7qywcbX2Tj9WUs/HYO7UO8OLDuNK8+uIyZnV5hxYJfiTwRh7qxdTzR3eLV3oUlPw6hm9v3VJTVMWCAQFzzJTYk4RfYhjGTu7Nry0WSrrfsbNx+fTsQENCGNb+cpq6u+UYvTRvTlbKKWg6f0u9N+oRBQRSVVRN+VbeM451wsragp58ney7EyToTt59f0z3U/quJsvizMDaij7cnhxOSdZ6xq1AoGOTtS3hmBvVq6e9TCoWCIR6+nM5Jp14j3U9/Vx8uFWVS3dggyb7HH8KzUtWUg2zaUaOpI6UqR7Stv5UfWrQkVYoL8pUKFZ7m/mS0BrjycTMd7iUhwI2vTKC9ZXsMlOIbp66WJeNr0QYLQ/H9t2qthksl6ZKztwAn81KwMDTWbTxQZgqmBob0dhUf4P+Xn7QUTA0MCHPXzQ/A4YSmkUVDO8iTbb2Ylk1xVQ2jZC5P3n0hDgOVkpFd5fULUFldx6HzCYzo5Y/532SPdCU7r5TwS8k8ODwY42YKlARB4Icfj+PgYMnECd2aZc2/IierhN9+PkX/oYF06y2v+Jg+qKttYPHcNdRU1fHef+Zg62DZ0lu65ykrqmT/L6d5c+pXTPdfwLLn15Aak8UDjw5g6e5X+DX6M57/fCZd+neUJA41fz4sXQqpqXD+fFNwu3Rp0/fvNyyszRg6tTfvrnuOTdeXsWjVUwSF+XFs63kWTf6S6R0XsuyFNZw/eI2G+vtj3mtL0q2/Hwvf704Xx2+oq6ln4EC4dq2ld/X3PDp3MNY2Zqz4ZE+LZu8VCgVPPzmQ4uIqtm2/2Gzrdunkga+XI5v2XNI56Po7woK8cbK1YMcJ/VwQY3sGkFdayeWUbNl8mhgaMLijD4djkmiQKfM83L89uRWVxOYX6OxrcFsfahobuZCj2+882MOXGnUj5/OkZ6r7ufjQqNVyriBdkr2PhSOOxpZcKJaWBb61D1cs7S3a/dmHK5a25h0prM+mWl3xzz8sA/8DAW48pioLHI3FNb7f7L/tKGE80M3+W6nlybHlOVSr6/88pRGLIAicyk+lj3NbDJXSFDsFQeBYVgp93bww0WEOmSAIHEtLpY+HF8Y6zjODpgC3m2cb7M3lyewduJaIqZEh/f3kmwvXqNGw79J1+gf6YGMu/ziZ/RHx1DeomTBQv8JBW/dFolIpmTAyRK/r3Mrp8ATi4nN59JG+mLRgxlQQBL75bB+GhiqemT+ixfZxt2i1Wpa+sonk2FxeXTYDb//7YAZJC9FQ38jeNSd59cGlzAhYyFfz15GbeoOJc4fx1aE3+CXqU575aBqdereXpad2/nywsIC6OmjTBubNk+GXaGFMLUzoP74bi356ik3Xl/HOL3PpMawzZ/de4d2ZK5nut4BPn1pF5Mk4vQYC9zvjHunD1Nk+BNmuQNA2MGgQREa29K7+GgtLE56eP4LEuFz2bb/convp3MmDsN7t2LDpHGVlNc2ypkKhYNqYrqRlFXPpWqbe1rkpNnUuJp3cwnLZ/Q8K8sXcxIjd5+UtGxgV7EdFXT0RyRmy+BvU3geVQiFLmXKYhwcmBgY6lyn3cfPERGXA0Szpfro5eGCqMpRcpqxQKOjh4MP5olS0EsqM/68PV/zvoFsfblOraHNlcf/1AW5GdTxe5h1Ripz31JL9txeKUlGgoLu9tKAruaKIvJoK+utQnpxQWkR2VYXO6smJJcXkVFbIUp6cXlJKYmGxbOXJjRoNh6KTGNTRB1Mj+YKpiPgMSiprGNtTP+JSO05cw7+tM/56FJeqrK5j77EYhvTxx8HWQm/r3IparWHVTyfx8nJgxPCWHcVz6kgcl8+lMPuZwdg73vuZ0HVfHuLMwWgef200vYbIf939G9BqtRzdfI4ner3D1wvXU1ZYybR5o/nm+Nv8fPEjHn930v9j77zD7Crr7f/Zp9fpvU96Jz1AEkLoPYACihW9KnotPxG72LnXgui1V8SugFJEOoSEFtJJL5NMyfQ+c3rdvz/22ZMxBsjZ+93nnElmPY+Pmsx+9ztnzpzs9a71XYuZixuFzyzffTcEAlBRAe3tsHYtnE6cz+60ce4Vi/jMz97PXw98j2/89WOsXreU7c/v5Qtv+QGff8v3ObxTzAPv6QZJkvjwHetYeX4B8wt+gMMe44ILFLU/V3H+JfNYtHwK9/zkWQb7/Vndy3+9/3zC4Rh//NNLGbvnRatnUZjv4r5Htxp6n3XnzUdC4iEDwqacNisXL5zOMzsPExLotjhnWj15TjuPvyZmqLzI5WRZXQ1PH9JPcB0WKytr63iu5aiuQzeHxcqq6nqeaTuieR272cI55fVs0DOHWzKVoWiAJp82dfusgmnsHj6S0TncGuc0LJJ1kuCKgC82xEC0iwbXxJq/3dR/hFl5lZpKnIGxUyE9/bfq6dQFNfqI6bNHlXXWCqgHevqg8iEniuBuajrGSChsiD250ONk1ZwGoesC7G7q4kj7ANefbywBfPTZ3YTCMW66KnPVQP96/DXaO4b4wPvXZDWNNuCP8PO7n2DarEqufuuyrO3jVPHcw9v568+e49IblnH9+7JfqZRrkGWZrc/t5aMXfJPvfuQevAUu/ueB/8cvX/4a7/n8OkMrcNSZ27vugs5OWLkSNmyA8847vUiuCqvNwrKL5vPJ/3s3f9z9HW698yaO7jnGxy66k//9wK/oaunL9hZzDharmS/88J1MmQKLSn9MQX6Ciy+GlzLH2dKCJEl89DNXEIvG+eUPnsrqXhrqS7js0gU88ugOOruGM3JPm9XCdZct5JXtzbS2Dxh2n/JiL+cuaOSfL+w1JGzq6hVzCEZiPLdLP3lUYbOYuXjudJ7bf5SwoJn8i2dO40j/IEf6B3WvdUHjVNpHRzk8qO/ndmHtVNr9Ixwe1r7O6ooptPmHaPFp+75WFOufww0kwhzN4ByuxWSl2jktY0FTpzXBVU8JJtL8bSgeZdfwMc32ZICN3UeZlldClTtf8xrPth1hfkk55W596tX6lqPMKyun3KNfBXz64BHmVpRRnS+mG+7xXQfxOuysmiGu/mY0GGbD7qNctmQmVg0ze2+Gfzy/C7fDxiUGhkvFE0n+/tgOFs6tYcYU41Ti8QiFovz+Dy8xf34N55yd3XnX3//8OYYG/Hz8c1dituT2R+S+7S18//P3M3/5FP77q9dNJiafgMM7W/n8W77Pl278PwKjIT778/fzo2e/yOLzM6NyP/PM8ZlbSYIXXoA1a+DFF+HWW+F0btyx2a1c+6EL+e3WO3nbbVew6YmdfOCcL/PTz/+V4X5ftreXU/Dmu/jaL2/BaR1mZeOvqChPcuml8Pzz2d7ZyVFTX8xN713F+id3s/1V7SqUCLz33aswm0385p4NGbvndZeehc1q5v7HjPWTX7d2AQMjATbuEN8ltWhKNVVFeTwi3KY8g0AkygsHxQRkXTxTcRGqAocerG1QXJHPNet7z16QCl59tk37z0V1WGq1KZc782lwl/Cqxrqg43O46X8PeudwO0NHiSbTU3+1ILef3nSiNbgfq2SjypkeWczm/O2OoVZiyYTmgKlQPMarva261NuBUJDtvR1cVKuPaAyGgmzv6uQCAept96ifnR1dXCJIvY3E4jy7t4kL507FJmA2WMVT2w8RjScM6b4dDYR5dvNBLj1nFi6HceFSL2w+THffKDdemTn19r4HNjM0FODWD1yQVZJ2+EAXj9y/havespSZc6uzto9TQU/7IF//8O8oqyrgSz9+F1abuPfxREdXSx//+4Ff8bGL7uTonmPceudN/OqVr7P2rSswmTL3z95jj/17oJQkwfr18PnPwy9/Ce9/PyTEizM5BXeei/d+4Vru2XwnF7/9XB6953net/SL/OmuRwkHstupmkuobijljp+8m5GeFq5Y8hfq62WuuEI5JMlF3PSeVVTVFvHj7/yLaCR7CdolJV7e+pblrH9+PwcPZibduTDfzcWrZ/PE83sZ9YUMu8+5CxooL/LyoAE2ZZNJ4qrls9l8qI3uIXEHTssaaylyO3l8lxibckWelwVVFTwlgOBWeLzMKy3TPYdb4fYyr7icZ45p31ODt4g6TyEbu7XvZUXJVLYNthBLpv/7V2LPp9pZqiloSu8cbpIEx4KH0742XZzWBLclsJ8a1wwspvTmK7M5f7up/whWk5lFRdoShzf3tRFNJlitg+A+334UGXTP3z7f0owMQuZvnz2kfAiIsie/dLgVfyRqiD15SkURs2vLhK4L8PjL+4jEElxvcLjUff/cRlV5PiuXiu0Ffj0MDgX4232vct7qmcyerT31Wy8SiSQ//N9HyS9w8d6PXJi1fZwKAr4wX/3QvcRjCb76i1vIK9Q2znC6Ybjfx08//1c+cM6X2fTETt522xX8duudXPuhC3OmMkmS4M474atfhXvvhfe8B3Q0V0wYFFcW8Im738UvXvwKC9fM5g/feoRbln2Rf/12w2TFUAoLVkzlo1+7joPbXuM9Vz3B9Olw1VXKQUmuwWa38NHPXkFH2yD3/T67fuq33biC/Hwnv/z18xm7541XLSEcifPw08ZFX5tNJtatmcere1rp6B0Wvv5Vy+cgy/DYFnGWUYvZxCXzZ7DhQDOBiLYanBNx8cyp7OnqoXNEf/ru2sYp7OjuYjCkL5jswrqpbO/tZDCsfZ3zKqbwSk+r5sqhFSVTCCWi7B7Wlgx9VsHUjM/h1rlnIiGNNdwYidOW4IYTQbpCLROu/3Zz/1HOKqjDadam0G3sOoLdbGF5qfZKnvXHjlLqdDO3WJ899bnmo5S53cwr029zfergYRqLC5laUqR7LYDHXjtIgcvBiqm1QtYDaO0d4rXmLq5eMUe4CinLMv9Yv5s5jeXMqBdPnlXsO9zF7oOdvPWKxRmbg73v/leJRuO8/31rMnK/18Nj/9jGoX2dfOi2S/F4HVndyxshkUjyndv+TNuRXr74o3dRO9W498NEQTgQ4U93Pcr7ln6RR+95novffi73bL6T937hWtx52e1SPhkkCb7yFfif/4E//QluvhliZ0izTu30Sr78uw9z92OfpbKxlB99+k98aNXXePGf2yYTl4HLblzB9e9bzfp/rOezH97C3Llw7bXw8MPZ3tl/YsmKqZx/yTz+eu8LdLQZN4/6ZnC77bzj5nPZsbOV1wxMNx6PqfWlLJlfxz8e32HIjKyKq1fPwyQZEzZVV1rAwilV/HPzfqG/e5cvmEE4Fuf5/WLs65fMnA7AM4f0W7UvaJxKUpbZ2Nqib53a1Dod2tc5r2IKoUSMbf3aCOrS4kZMSJptymdlYQ7XaXZT7qjPSNDUaUtwjwUPIZPURHCzNX87FA1wYLSLFTrnb1eU1uGwaFMrEskkL3S2sKamEZMOkhZNJNjY1sLahim61gEYCobY3NrOJTOnCSGOwWiM5/cf4ZJ507Gaxc3JPrp5PyZJ4spl6b/n3gyvHe6kuXPA8Gqg+x7dhttl46oLM5NiPDIS5JF/7uCCtXOorRFzeKEFg/1+7vnJsyxc1sj5l8zL2j5OBb/59r/Y/PwBPnzHOhatnJ7t7WQV8Vicf/12A7cs+yJ/+NYjLFwzm1+8+BU+cfe7KK4syPb23hSf/7wyo3v//XDjjRA5gxy7c5ZP5XuPfoav/OEjmM0mvnnLL/jk5d9mzyvGW9dyHe/7zJUsXzubP/3g79z9zSYWLYK3vhUeeCDbO/tPfPCTl2C1Wvjxdx7L6gHFVVcspLDAxR//9HLG7nnT1UvoG/Sz/pVDht2jvMjLqoVT+OcLe4kZETa1fA7NPYPsbesRtubi+mrK8tw8sVvM69JYXMj00mIhdUHzy8opdbl125TnF5dTaHeysV37rPHZZQ1YTSbNNuU8q5PZ+VU6gqayN4d7LHiIhGysc+e0JbgtgX1ImKh1pWdBzeb87ZYB5RdF6/xte2CYo74BXfVAu/q7GY6EWVOtrxd2S2c7/mhUyPzt+qajJGRZmD1544GjhGJxLj9LnD05mZR5dMt+VsysoyxffK3Og+t34XYaGy7VO+Bj/SuHuOrC+bicxs34jscD/9hKJBLj5refk5H7vR5++YOniEXjfOyzV+Z0UNPjf3uVB3/7Ate8ayVXvSO7r1k2IcsyL/5zGx9a9TV+9Ok/UdlYyt2PfZYv/+7D1E6fWB3An/oU/PCH8NBDcP31Sl/umQJJkjjn8oX8bOOX+X8/eDd97YPcfvV3+crNP6blQGe2t5c1mM0mPnv326mbVsaPvvh7fvuLPlasgLe9Df7852zv7t9RXOLllo9cwPZXj7Lh6b1Z24fDYeWGG1awbXsL+/dn5r1z9qIp1FYVct+jxroPrjt/PoOjQTZsFx82dfGi6dgsZqGduCaTxGXzZ/LCwRZGQ2I+0C6eMY2txzoYDOizFpskibUNjWxobSGmIwDBbDKxurqBjR0tJDX+7N1WG0tKatnYpa8uaM9wO4F4+qejJfYC3XO4BzUQ3Hr3bKLJMF0hMUFkr4fTluC2BvZT6WzEbk5PST3oU06cNM3f+vTN377afwSPxc6cfG1ziOovyXmVOhTgjmYkYHV1g+Y1QLEn28xmVtbpTyh++kATFV4P8yvFJPo+vusQJV4XSxrEhQhtO9JO1+CoId23I/4Qz245xOXnzMZp4BzhPx7fgSzLvPWKxYbdYzz8/jAPPbSN1atm0lBfkpF7ngzbXz3K+id3c9N7V1FTX5y1fbwZXtvUxE+++iBLVs/gg1+4KtvbyRr2vHKYT17+bb55yy8wm0185Q8f4XuPfoY5yzMzM24EPvYx+MUvlFnLa66BoL5nuAkHs8XMZe9cxW82f4Nb7riOPZsO85HzvsbdH7+Xvs6hbG8vK3B5HHz1F7dgtVm461P3cN9fAqxaBe98J/zud9ne3b/jyrcsZcbsKn5x95ME/Nk7obnmqoXkeR384c+ZmQk2mSRuuHIx+5u62XPQOFJ99vwGKoq9PLRB/LxvnsvB2gVTeWLbQaICZ+EvXzCDWCLBs/vEkPJLZk0jKcs8e1i/7fmCxin4o1G2dqZvzR2PNTWN9IUC7B/U1kULSprywZFeekLagr5WlEwhLifZNtCi6XoRc7jJNK9tcCvPyUbXBZ2WBDeejHEseFibPVnH/O0unfO3r/YfYWlxIxaTNtvsxu4jVLvymeLV/pD+fHszZ5VWUuhI32KtQpZlnms+yjk1dbis+ghZIBrlxeZWLhZkT/aHI2w82Mxl82dgFpim+ujm/bgdNtYuEP+Q/dhL+4nGE1xroD05FI7y8NO7OG/5NCrLtNdLpYMHH9pGIBjhXe84NyP3OxmikTg//s6/qKot4qb3rMraPt4M7c19fPOjf6C6oZTP/987MBtQQZXraNnfwVdu/jG3X/1d+toH+X8/eDc/2/hlzrl8YU6r7qeKD34Q7rlHSc296ioIBLK9o8zD4bJz0ycu57db7+S6Wy9i/QObef/yL/Gbr/0d3/CZ94KUVxfy5Z+9h/7uEX7wuT/w8ENxLrwQbrkFfvWrbO/uOMxmEx///JUMDwW492fPZW0fLpedt7xlGZs2HeFwU3dG7nn5+XPxuO387dFtht1DCZuaz+a9bRzrEX/gc9XyOYwEw7y4r0XYmvNrK6guzOOJXWJsyrPLS6nOzxNSF7Syth6b2cxzLfrIsioEbdBhU16TEqRe0KjiLiysw26y8OqAtoMEvXO4CTlBMJFeknietYgiW7nhc7inJcHtDB0lLkc19d8e8B3QMX97RPP8bUdwiPbgEMuLtZHjWDLBKz0trK6YovlhbyQSZmdfF+fpVG+PDg3SOjIsJD35hSMtROIJLpklxp783L4jROMJLhOYnhyKxHh6xyEuXjgdp02swirLMg8+v4t5UyqYUVcqdO3xeOL5ffj8YW64KjPVQMFghL//YwvnnD2NqVMz07V7Mtz3+5foaBvko5+5Aps9N2t2fCNBvvqh32IymfjqL96L26v98Gkioq9jkLs/fi8fWfN19mw6zC13XMdvNn+Dy9656rQj+rfcAn/4A2zYAJddBqP6Q0MnJPKKPHzg6zfw61e/weprlvDAj5/ilqVf5IEfP0U0fIakcaUwe1E9/+9/3sruzUf57Xce5JFHZC67TDkQ+clPsr2745g+u4qrb1jGow9s5dC+7NnLr7t2CW63nT/9+ZWM3M/psHHNxQvY+OphunpHDLvPNavnYTYZEzZ1zqx6SvJcQjtxJUnisgUzeKWplaGA/iolSZK4eOY0Xmpuw68zrMBts3FOTS3P6uzDLXd5mFNUpovgzswvo8zhYYPGOVy72crCwjo26+zD3aVjDjeYSN9yVO+eTWtAbLjZiTgtCa4aP93gSo/gjsZG6dAxf7tvpEWXPRm0z9/u6O/AH4/qsie/2KnMEqyp0UdM1VMxEfO3Tx88QoHTwZJaMXbix3cdorLAy1m14ub0ntvVRDASM8SevONQBy1dg1y31jj1NpmUuf9f25k1tZwFszLT/frwIzsY9YV5ZxbV245jg/z13hdYc/Fclpydm/bWeCzB/3z8j/S0D3HHT99NZV3uWqhFIxyI8Juv/Z33r7iD9Q9s5toPXcRvt97JTZ+4HIfLnu3tGYZ3vAP++ld45RW45BIYHs72jrKH8tpiPv3T9/GT9V9i1pJGfv3VB3j/ii/x3P2vZntrGcUF6xbz9o9cyJP3b+GxP2/kwQdh3Tr46Efh+9/P9u6O4z23rqWg0M0Pv/UoiUT6lkcR8LgdXHftEja+cJDmlr6M3PMtly9CAv7++A7D7lFa6GHVwik8akDYlMVs4oqls3lxbzNDfnG9vpcvmEkiKfP0HjHBcRfPnEoskWDDkRbda61tmELL8BBHhwZ1rbOmppGtPR34o9pItyRJrK6Ywks9zSSS2n5nVpRM5bCvh4GIP+1rj8/hpk9w1TncdBVcgHrXbAKJUfoj+mzib4TTkuAeCx6i2FaJx1qQ1nWH/Yr1YYZ3Rtr3POQ/RkyOM79AG6nbNthCsd3DFI82le7l3mZMksS5ZQ2argd4qbMVr9XGwlJ95G9jawszikuozsvTtU4imWTDkWYumD4FiwA7cSAS5eWmVi6ZNx2TSZyl8anth6gs9LJoinhy+NhL+3A7bFy8XGxf73js3HeMts5BbrhySUasnolEkgcf3saSxQ3MnpW93tt7f/ocFouZD33y0qzt4c1w3y/Ws/PlJj7+zbcwb6m+4LeJhKAvzJdu+iEP/PgpVl+zhF9t+jof/MYN5BWJD3DLRdxwg5KYu307XHQRDOp7BpvwmDKvlm/+7RN86x+3UVCax3c+/Bv+8K1HzqhaoXd+4mJWXTafe777OG2H27n/fiVZ+bbb4FvfyvbuFLg9Dj5026Uc3t/Fhqf2ZG0fb7l+GQ6HlX88uDUj9ysvyWPN2TP413N7iMWMqwy67vwFDPlCvLK7RfjaVy6bTTyZ5NnXxKWYz6ospb64gGf26rcVAyyuqaLI5WS9oDlcgBfaWnSts7q6gbic5NVubVU/AKsqpjASDbN3WJutflmqeWXbYIum6+fnT2HPyFFNn6czvTMIJ8IkSe9a1WHbFkw/pOpUcVoS3K5wC5XO9B8GWwNtmDBR705//rbJp7y5Z3i19c/uHe5gfkGNZoKxc6CTGXmleG3a+zt39HaxsLRKF5mMJ5Ps7O5ieZV+snewt5/RcIRzGrR3+o7H9pYO4okkq2c2CFkPIBKL8+qhNs6bN0UoaYZUZdOOI6xc2IjDwHCpZ186iMNu4bwVYmzgb4Zt21vo7/dx9VULM3K/k+FYSz8vPLuXa25YRnGpN2v7eCO0Hu7mLz99ljVXnsXF1y/N9nYyhsBokC/e+AP2bTnC53/1AT790/dRUZe9ELJs4dpr4cEHYc8euOAC6MuMGJXTWHjeLH7w5Oe55B0r+dNdj/Lbbz54xpBck8nEJ+58K4UlHr7/+ftBjvOXvygdyp//PHz965ALL8V5F82lYWoZf/ntiyST2dlQfp6T81bPZP3z+wlnyNJ+6Zo5+Pxhtu5qNewey+fU4XHa2bBdDGEcjxnVJVQUenlJ4ByuJEmsmtHAtpYOonH9AVZmk4kV9TVsbm3X/Xtfk5dPpcfLtk59dvqFpZWYJImdfdrXWVJSA8BrA9rWmOmtwGoys3dYmxo6w1uLLx6kN5L+fHejux4ZmUgiPQW7xF6JVbLRHW5J+56nitOO4IYTQYaiPVQ4GtK+tiXQSqWzApsp/YqUw/4OCqweim3pq5b+WJiWQL/m9OSkLLNzoIOFxdpJZSAW5cBQH4vK9Km3B/r7CMRiLBFAcDe3KYcGy+trdK8F8PLhNmwWM4vqBaYnN3UQjsZZNVe8ura7qYshX4g1i4wjnvF4gg2bDrFy6TScjsxUAz3x5C7yvA7OzhChPhnu+/1LWG0Wrr85N6t2Eokk3//c/bg8Dm69Y122t5Mx+IYCfO7673N4ZytfvOdDnHftmUPsT4Yrr4RHHoGDB2HtWujOTG5OTsNsNvH/vv8urnzvGu77vyf45R33nzEk15Pn5KNfu47mA13c/8vnsVjg97+H97wHvvIVuOOO7JNck0nibbesoq25j00bjVNn3gyXXTqfYDDKCy9mZg/Lz2rA47bzzEsHDLuHxWJm1cJGNu44QlywBVySJFbNaeDVg21CLdBnT6sjHIuzs61LyHrL6mro9vk5Nqx/3nlJVRVbOzt0fX64rTZmFZayo1f791flyqPU4WbngDaCajNbmO6tYN+ItuuneZVn7MO+9FXoepfSlBJOppeebpLMVDjr6QoZdyB02hHc7rDyYlU6G9K+tjXYOvbDShdNvname7UpsPtHlFObufnaiFyzbwBfLMIiHQR3d383SVlmUZk+y+i2LuUXbKkIgtvaTm1BPpV5YhS2TUfaWFxfhcMqLkzopX3N2Cxmlk4XQ8LHY8P2JixmE+csaBC+toptu9sYHg1x4UrjLNDjMToa4qWXD3PhhXOx2bIT6tTTNcyzj+3i8msXU1Dkzsoe3gwP3fsCB3cd48N3XENB8Zlhyx0Z8PG56++mZV8Hd9z7YVZeuSjbW8oJXHKJUh/U3Aznnw8dxo0sTRiYTCY++t2bWffBC3jw58/w08/9haTG+bWJhrMvnMuaK8/iLz99lpZD3ZjNSvr2Bz4Ad94Jn/lM9knueRfOpbKmkL/c80LWDh8WzK+jsiKfJ58SH8p0MlitZtasmM4Lm5uIRMXV7ZyINYunMeIPs6tJfJDXyjmNBCMxdhwR9yGzbEoNZpPEK01tQtZbkRI8trTp3+PSymq6A346fdoqelQsKqvktf4uzX24kiSxsLianRoVXIC5+dXsH+lMu7IHYIq7EhMmmvzpE9xSewlmTGkruAAVjga6wy2GfUacfgQ31AJAZZoK7nB0hOHYiCZ7cjQRozXYzTSPNpKzN0Vw5xRoI5c7Uqc+C0u0k0r19GlRqT6Cu7Wzg0qPh2qvvvnbpCyz9VgHy+vEEMc+X4BD3f2cPU2M3VnFi/taWDa91pD05A3bm1iWsiQZhWdfPojbZWPFoszMd65/fj+xWILLLp2fkfudDPf/4WUkCd76zuwFXL0ROlv7+f33n2TFBbNZk0UbdyYx1DvKZ9Z9j2OHu/nqn/6bFZcaF6o2EbF2LTz5pEJu16yBNjHPihMakiRx65038daPXsI/f/M8P7ztj2cMyb31jnW4PA5+8Pn7SSSSmEzw85/Df/833HUX/L//l12Sa7aYuOk9qzi0v5Ptr+qfl9QCk0ni0kvms2NnK909xqUbj8dFq2YRDEXZtEN7qu6b4ex5DdgsZkNsyitm1mIxm4TWBXkddubXVLBJEMGdVlJMocvJq63HdK+lCjFbdPbhLiqtYjQa4ciI9rCERcXVtPgHGYpoK0GfW1CNPx6hLTCQ9rV2s406dzlNvvRfB0mSsJsdhBPp919XOBoIJfyMxNLf86ngtCO4XeEWnGYPedb00kZbg8ovX4MGBbc50EVCTjLdq5XgtlPlLKDQpk1N2jnQgddq19V/u6Ovk4a8At39t9s6O4XYkw/19jMcCguzJ796RPkwPEcgwT3WN0xr7xCr5jYIW1PF0Y4B2ntHWLPYOBtvNBZn46bDnLd8OvYMqalPPLmLqVPKmD6tIiP3OxGD/X6eeHg7F115FmUVmen7TQfJZJIffOEBLFYLH/3a9adFv+ubYaBrmM+su4vutn6+/uePsWTt3GxvKSexahU8/TT09yskt9m4Z+gJA0mSeP9X3sLbP3UlT/zxRe7++O+ylt6bSRQUe/jwl9dxcNcxHrr3BQBMJvjRj+CTn4Qf/hA+/GHIJt+/6MqzKCnL46+/fSFre7jkkvnIMjyVIRV30bw6CvKcPPuicTZlt9PGsrl1bNh+RLjy5bLbWDKthhf3if1wOXtaHXvaexgNpU+CToQkSSyvqxai4M4sLsFjtY05D7ViYcr5uKNXuwJ7VsqBqVXFnZsacdQ6hzvdU81hDQougMNsJ5KMEE+m51xQnbZGzeGefgQ31EyloyHtB8PWoGJtrnPVpn1PVdaf5tFG7PYNdzK3QDsp3DnQwVlFVZg0PgzLssz23k7d6m2nz0d3wM/Sytybv93U1Eae087sqjIh6wFjYQwr54hXP59Pnc6et0h/1dLrYfPOFvzBCBdkyJ7c3NzHwUPdWVVv//GXV0jEk9z47pVZ28Mb4dkHt7N781E+8PkrKclBAi4afR2DfPqau+jvHOLOv32ChefNyvaWchpnnw3PPgsjIwrJbRIv4kw4SJLEez6/jnd97hqe+esr3PWRe0gIrlHJRay58izOvnAOf/jBU/R1DQMgSfC978HnPge/+AX8139BIksvhdVq5q3vPIdd21vZ+1p2LAcV5fksWljPk0/tzkjglcVs4vxzZvDytiOEwlHD7rNm8TQ6+0Zoau8XvvaqOQ0c7R6kc1BcCfc50+pIyjJbjmpPGh6PZXU1dIyM0q5zDtdsMrGospJtXfrs3lPzi8iz2XUR3PmFqbAqjXO4jZ5SHGbrmCM0XUzz1DAYHWUwkv7P3WFykESmK5xeSISaldQVMua09rQiuEk5QW+4jQoN87dtwWOU2ktwWVxpX9vk78BtdlDhSF9BHYoG6AgNMSdfGykMxqMcHOnTFTDVGfDRFwronr9VbR5LKvVXv2xubac6P4/qfH1WZ1AI/CtNbayYWotZQN2Qihf2NVNXWkBdaYGwNVVs2H6EeVMrKSkwbv7y2ZcOkudxsGyBtrnzdPHEk7swm01ceEF2FLrRkRCPPrCV8y6aS3UO9smGQ1F+9/0nmLmglktvWJ7t7RiO7rZ+Pn3NXQz3j3LnA/+PeedMz/aWJgSWLIH16yEUgvPOgwPGiUUTCu+4/Sre9+XrWf/3zfzvB39FPGbcHGQuQJIkbr1jHcmkzO+//+S4P4f/+R8ldOq3v1UCqAQE2GrC5dctIb/AxV/uyZ6Ke9ml8+nqHmHX7syQ7ItWziIcifPSVuOs2asXTkGSMMSmvCp1YP+SQBV3QW0lTptV2ByuOrqmCiF6sKSymoP9fYxGtKvLJkliYWklO3QkKbutNmbml/LaoLY1LCYzs/Iq2aszaKrJn/71DrMyRtcWTM82bjc7KbKVTyq4p4KBSBcxOZr2/C3AseAxajWotyAmYGqeRoK7e1AZbF9YrJ1UqqdOiwUETHmsNmaWaOvyVZGUZbYc6xCm3rb2D9M94uPcaeKIXDgaZ+vhY6yc0yBsTRU9Az4OtPSwZvFU4WurCEdivLilifPPmYHFYjbsPiri8QTPPLuXc86eRkFB+odIIvDIfZsJBaPc9N5VWbn/m+HBe15goGeU//rcVae9NbnzaC+fvvq7+EeCfOsftzFnmXHv9dMRZ50Fzz+vWFDXrFGqhCYBN378Mj74jRt48ZHtfPOWXxCNZKYiJlsory5k3XtW8exD2zmy7/iDsSTBV7+qhE796U/wjndALAsvhcNh5bqbz2bLy000HRSTopsuVq+aidtl58knM2NTXjC7hpIiD88amKZcnO9mwbQqNmw/InzthvJCqoryeHFvi7A1bRYzyxpr2HREDMGdUVZCgdPBllb9NuUlVVXIwI4ufe/PRWVVHBzqJxDTrtyfVVTNzoEOzWFVcwuqOTjSRTyZvm1jasqBqsWmbDPZkJA4libBBah0NNKVyk4SjdOK4HalTgHSVXAjiQg94V5N9uR4MsERfydTtQZMpfzyszRWBKl2hrN0KLjbezuxmy3MKtJHTLd1dbKwolJXjy5AU98AQ8GQsIAp9dRQZMDU1sPHiMQSrDagHmjDDuVU9nwD529f2X6UUDjGhSszYwl9dfMRhoaDWbMnh4JRHvrbq5y9egZTppdnZQ9vhKF+H/f/aj3nXDyXecsyE/iVLRw73MWnr7mLSCjKtx/8FDMWNWR7SxMSc+cqJNdsVtKVd+7M8oZyBNd/+GL++zs3s+mJ1/jGe35GJGScVTQXcNOta/EWOPn1tx/9j5nML3xBCZ267z646SaIZuGluOaGZbg9dv762xczf3MUkn3++bPY8MJBgsH0k17ThckkccG5M9m0vRl/wLj7rVk8jYOtvXT1i7MSQ6ouaG4jrx5qIyrQBXH2tDqa+4boGtaXWAyKYrq0tppX2/QHTS0sr8QsSbptyotKq0jKMrv6tXe5LSquxheLcNSnLXRpTn414WSMo/70S9PdFgdVzhKaNFQFSUjYTfa0FVxQ+NpgtJtomjVDp4LTiuB2h1owYabMnh5RbQ91ICNrIrjHgj3E5LiOgKkOGtwleK0OTdfvHOik3lNIkV27Krazr4v5JeVYTdqVvNFImIP9fSypEmBPFj1/e6SN6sI8aovEzTS+tL8Fh9XCkmlG1AMdoaGyiPrKIuFrq3j2xQMUFbhYOEf8/k+GJ57aTWGhmxXLs6PUPfr3rfhGQrz9fauzcv83wx9/+DTRSJz3ffqKbG/FULQc6OQz675HIpHgOw/fztT52lwzk1AwaxZs3AguF1xwAWzdmu0d5Qauft/5fOL772Lrs3v56jt/QjgDxCZb8OQ5ufm/L2Lny01sPUnv7Kc+pYROPfggXH89hMU/R74h3B4H19y4nBef20dbc/oP3iJw6SXzCYdjbNiYGT//BStnEosneGHzYcPucd4i5d/SjTuMsCk3EI7G2SawLkgN+BSVpryivob24VE6R/QRfLfNxuzSMrbqTFJeWFoJ6AuaUptQtM7hqk5QrX240z01mqqCQLEptwWPpR18VuFoQEam24A+3NOK4HaFWyh11GAxpVfZ0pZKUNYWMKW8kTRXBA13aA6YkmWZHQPtuvpvo4kEewa6dQdM7ejqQkZc/21lnpcaAfO3iWSSV48c4+xpdUJtny/ubWbZjFrsAjt1AUYDYbYfOGaoPTkYivLy9mbWnjMTs9n4j4ChoQCbNh3h4ovmZuR+JyIaifOPP73CwmWNzJqXGUKfDtqaenjivs1c8bazqWnU56LIZRzdc4zPrrsLSZL47iO30zBb/2fFJGDaNIXk5ufDhRfCpk3Z3lFu4PJ3reZTP34vr71wgC+//UeE/BlmdhnEFW8/m6r6Yn7z7X+dNGDrYx9TaoT+9S9Yt06Z384krn3bCmx2K/f97qXM3jiFuXOqqa0t4okM2ZTnTq+kojSPZ1/6zwMHUairKGRKdTHPG2BTXja9FpvFPBakKQLTy4sp9riEzeEuEziHu7Syip09XcR0JLIVOpw05hXqIrhTvMV4rXbNBLfWXYTH4tCcpDzNW0N3eBBfLP2qIrvJji/uYySWXvCXkUnKpxXB7Q63aJq/bQsew2l2UmIrSfvaw752HCYbNa70H0x7w6P0RXyaA6a6gqP0hQOcpWP+dv9gL5FEQnfA1LauTsySxMLySl3ryOPmb0UQ0r0dvfjCEaH1QK29QxzrHxkLYxCJl147SiIpG1oP9OKWJqLROBeuyow9+Znn9pJIJLn0kuzYk5/85w4GB/w5q97e893HsDus3PzRi7K9FcNweGcrn7n2e1jtVr77yO3UTtf3OTGJf0dDg0Jyy8rg4ovhhexl+uQULrrpHD79s/ezZ1MTX7zp/wj4MszsMgSrzcItt19B6+Eenv7HyWX8D30I7rlHqZq68koIBDK3v4JCN1dct5hnn9hFd+dw5m6cgiQpnbi797TT3q69qzSd+124chZbdrUyYuB7bs3iaew82M6wX+w9nHYrS6fX8OJecUFTkiRx9tQ6Nh1pE1JvNKu8lHyHnc0i5nArqwnH4+zr1+cwWFRWxY6+Ls3fn0mSOKuoSjPBNUkm5uRXaQ6amu7RHjRl1xg0VWAtxWFyjY2YisRpQ3AD8VFGY4NUONMPEmoLtlPr1EaomvztTPFUYZbSfylVG8FcjQR3R+qXQE+C8o4+ZbBeb8DU1s4OZpeU4rbZdK1zZGCQgUBQ2PytaodZMUWcFVLtiFtlQMDUhu1HKClwM6fRuJ7YZ148QFmJl3kz9NvJ3wyyLPPkk7uZObOSxobMq5PxeIL7f/8Ss+fXcNaShozf/82w69UjvPrcft724QsoKDYuMTub2L/1KJ+7/m5cXid3/fPTVE/NvRno0wG1tbBhA1RXw2WXwXPPZXtHuYG1b1nOF379AQ5ua+YLb/k+vuEMMrsMYuWl85izuJ4//N9ThF5n9vOWW+D3v1feJ5dfDj7945CnjLe841xMksT9v8+OinvJRfMwmSSefDoziWwXrpxJIpFkwybjbMprFk8lkZR56TXxNSsr5zTQ0jtEe/+wsDXPmVbHgD/I4R5tM6bjoc7hbhGRpJwardNrU15UWkVfKECHX7ttemFxNQdH+jSHVc0tqObQaA/RRPrz02rVqZY5XIdJIbjpBk1JkkSFs4FuA4KmThuCq7446Sq4STlJe/CYJntyUk7S5O/QZU82SyZm5msjM68NpMKh8rU/MO7o7aTc5aHS7dW8RiyRYGdPlzB7MiCM4L7c1MqsylKKPOKSe1/c20JjeRHVJWJ7SsPRGK/sbuG8RVMxmYxJ0R31h9n8WgsXnDvTsHuMx+HDPRxt7stauNT6J/fQ0zXC225ZnXPJxMlkkl9/61FKKwtY957cTHbWiz2bDvOFt3yfvGIPd/3zdirq03fJTOLUUVWlkJfGRkWle/LJN7/mTMCqq5fwpd/eytE97XzuursZHfRne0vCIUkS//W5qxjs9fGPeza+7te9853wl7/Ayy/DJZfA8HBm9ldansfFVy3kyX/uYKA/g8w6hZISL0uXNPLU07tJJJKG3296Yxm1VYWGpinPbiinrNBjaF3QiwJtymrQpzCbcn0NrUPDdI/q+32u8Hipyctjm16CW5aaw9VRF7SwuJqkLLNnSFuq85z8KuJygkO+9MOu8m0eSu0FmpKUzZKZYlsRbcH0r610NNAdbiUpi/29PG0IrtYE5b5IP+FkRFNFUGdogFAiojlgat9IJ1M9pTjN2lTPHQMdzCuswGbWHg61o7dTtz15X38f4XicJZUCCG5bO+VeD3WF+sljMBpjZ2sX50wXZ08ORWJsa2o3pB5oy75jhCIxQ+3JG189TDye5KIMpSc//uQurFYzF5w/JyP3G49kUua+371I4/RyVqzKvY7VDY++xuE9HbzntkuxO9LLDZgIeO3Fg3zxxv+juLKA7z5yO2U1udc9fDqivFzpyZ05E665Bh59NNs7yg2cc/lCvvKHj9B2qIvPXPs9hvvEps/mAmYvqmfVZfN54NcbGOx9/e/vxhvh/vth2za46CIYNN61q9z3PStJxJM8+OfsDIpfdul8+vp8bN8hPtDmREiSxIXnzmTH3mMMDBnjGpAkiTWLp/LK7hbCgiux6ssKqS3JF1oXVFngpbG0UFzQVEoIEaLiVlazratTl316VlEpdrNFX9BUauRwh0ab8tx85TXZN6JtD3qCpmpdtbSFtCUpR5NhhqI9mu77ejhtCG53uAWPpQCPpSCt61Q5XVvAlPImUGX9dCDLcipgShs5jiUT7B3uZkGRdnI6EArS6htmUam+eTjV1qE3QVmWZTa3trO8Tsz87faWDmKJBOdMFdd/u+XwMaLxhEH25CbcThtLZxuXLPvsSweorihgZgZsotFonOfW72PVyhl4vdpSwvVgx+ajtDX3c+O7zs059TYaiXHv9x5n6pwq1l6zKNvbEY7tz+/jy2//IeW1xXzn4dspqSzM9pbOKJSWKhblBQuU5NwHH8z2jnIDSy+cx9f+/FG6mnv5zLXfY6B7ONtbEo5bbr+ceCzBH3741Bt+3XXXwT/+Abt3Kwnc/f3G762qpohVF8zh8Ye2Ew5nvpj33HOm4/U6eOLJXRm534WrZpFMyjz/inFhU2sWTyMSjbN5nxjSOB6r5jay9fAxwlGBdUFT69jS3E70JGFo6WJWeSleu51XW/XXBS2tqqYvGKBtJL2QpPGwmswsKKkYG/3TgkK7izpPIbsGtRHUSmc+hTa3jqCpatqDfYTi6SfP17lq6Q51E02m97tdkXLeip7DPW0IbldIe8CUhESNK32SetjXjkUyU+9O32LcGRpmOBZkjsb+26aRfiKJOAuKtJPTnYLmb7d1dlCTl0eFR7vNGaB5cIj+QFBcPVBTG1azmcUN4mZNX9zXgtNmZfFUsQmwiWSSF3YcYeWCRqwW7Yr8G2FoJMD23W1ccO7MjBC+l19pwucLc9mlCwy/18nw8N82U1jkZvVFc7Ny/zfCI79/id7OYf7rc1dh0tkbnWvY/PRuvvKOH1M1pZzvPHw7ReVirfyTODUUFcEzz8CSJXDDDUoX6iRg8Zo5fOOvH6e3fZDPrPse/V1D2d6SUFTVl3Dlzefw1P1baD38xjbFq66Cf/4TDh5UupR7xAooJ8W6m5bj94V57vHMkMzxsNksXLB2Di++dAifz/hU7cbaEqbUlfCMgWnKi2fW4HHaDbEpr5zdQDgWZ1uTfoVUxTnT6ghFY+w6pp0EqjCbTCytrWJLm4igKeU5cVuXfpvy3oEeIhpmYFXML6xk96C210eSJObkV2muCprmqUFG5kgg/evrXLUkSdIRSu/ackctEibhc7inxZNVPBmjL9JOpTP9VNtjwWNUOCqwmdK3CTf522l0V2I1pV8Vo6acaa0IUk935utQcHf0KcnH80u0BxrJssy2rk4x9mTB87evNLWxqL4Kp02M/VOWZV7c28yKmbXYBNcD7W7qYsgXMtSe/Pwrh0kkZS7KUHryE0/uorTUy+JF4hT0U0VX+xCbXzrE5dctwWo15sBAK0aHAvz1Z8+xbM0sFp5j3M87G3j5sR18/d0/pX5mFd9+8DYKSvQdek1CH/Lz4amn4Jxz4O1vhz/+Mds7yg0sWDmTO+/7BEM9I3z66u/Sc0x/6E0u4eb/vhCn285vvv3Ym37tJZco9UHNzQrJ7dTurjwlzD2rlinTy3nk/i1C0nTTxeWXLiAWS7D++f0Zud+FK2ex+0AHPf3GWOItFjOrFjaycccR4oJni5dOr8VuNY8Fa4rAsik1mCRJ2Bzu8voamgeH6PXpm8OdUVyC12ZnW5e+X4CFpVVEEgn2D2pPZF5QVElncJT+sDZr+9yCao74egnF0w+qUkcum3zpE1x11DPdoCmryU6JvWpSwT0Z+iMdJOT4mMydDto0BkzJskyTr4NpWudvhzuwmsxM92qziu4e6sJrtVPv0W7929HbyayiUpwW7QSwbWSEvmBATMBUWztlHjcNRQW61xr0BznQ1Se0Hqi5Z5DOwVFD6oE2bG/CYjZxzoIG4WurePalAzTUFDGlzvign75+H1u3NXPJRfOy0n376N+3IJkkrrx+Scbv/Wb480+eJRSI8P7PXpHtrQjFxoe3cuf7fsG0BXV868HbyCs6PVOhJxq8XnjiCVizBt79bvjtb7O9o9zA3BXT+N9/fBLfUJBPX/1dulr0VYTkEvIK3bztwxewZcMBdrz85im+F1ygvEfa25X3yTH9js/XhSRJXHPjcpoP97Bnp3hb7Zth+vRyGhtKeeKpDNmUV84E4LmXjbUpj/jD7GoSezrhsFlYNr1OaNBUntPBvJpyYXO4y8f6cPUpryZJYnFlle4kZdURqWcOVx091Krizs2vJonMgdH0ry+25VNg9Wiawy2zl2I32dOuCgKodDZOKrgnQ1dYOV2qTDNgKhAP0h8d0ERw+yLDjMYDmuZvQVFwZ3grNKm/ALsGu5hfVIlJo9U0Kcu81tfFolK9/bep+dtKMfO3ywTN3756VPkFO1sgwVVLz0UHTMmyzIbtTSybU4fHaRe6toq+AR+v7W/nwpWzMmJPfvqZPSSTcla6b8PhGE88soOVa2dTUpaX8fu/ETpb+3n0Ty9zyQ3LqJ9uXBVUpvHc/a/yrQ/8illLp3DnA/8PT7641PJJ6IfbrYRNXXwxvO998ItfZHtHuYGZixv53398klAgwqev/i4dRzLg0c0Qrnn3SsqqC/nNt/9FMvnmyt7q1Yra39sL552nKLpGYe1l8/F4HTxy3xbjbvI6kCSJyy6dz4EDXbS0Gj94XFNZyMyp5TxnoE357HkN2Cxmg9KUGzjWN0xrrzgr/9nT6tjd3o0vnP6c54mYXVGG22YTEjS1tKqKw4MDDIe19wpXur1UuDy6kpTnFlYgAbs1zuHOSVWPaunDlSSJaZ4aDmuoCjJJJmpdNdoIrqOe4Vgfobi4hPvTg+CGWrBIVort6ZEsVUbXkqCs/vC1VAQl5ST7RzrH3oTpIpKIc2ikl/mF2udvm4YH8MWi+udvuzrx2uzMKNanCrYODdPrD7C8Tsxs6ytNbeQ57MytLhOyHsCLe5uZWllMZZFY0nS0Y4D23hFD7cnrXzmELCt2KaMhyzJPPrWb+fNqqKkpMvx+J+L5J3fjHw2z7oblGb/3m+He7z2B1WbhXR+/JNtbEYb1f9/Mdz9yD/POmc43//px3F5ntrc0iZPA5YKHH1bqg269FX70o2zvKDcw/ax6vv3Qp4jFEtx+9XfpbO7N9paEwGa38t7bLuPIvk7WP7LjlK455xx49lkYGVGU3CbxfAkAh8PKpdcs4sX1++h/g7Rno3DRhXMxm02ZC5taOYv9Td10GBRq5nbaWDa3jue3NQm3fa+a2wAcP+AXgXOm1ZFIymw5qp+UWkwmltRW8WqrmCRlQLdNeVFZFdt1KLhuq41peSXs0qjgljq8lDnydARN1dAa7CaaTH+OuNZVy7HgsbTfh2oDTndYXML5aUFw+yIdlNirMUvpzdp1hZUAhhpn+iSvNahc2+hOn2R2h0bxxyOa+2+bfQPEkklmF2pPwt03qPwjrmf+FmB3bw8Lyss1K8kqdnUqr+fiWjEEd2drJ4saqjALCvCJJ5K81tzFipniFGEVW1LphysXiLc+q9i0vZmGmmLqqo0nnMeODXLs2CAXXpCdcKf1T+6hpr6YeYvE/6z0oKd9kBef2M2696yiKMeUZa0YGfDxk8/8mdnLp/D1v3wMpyfzadmTOHU4HEpy7nXXwcc/Dnfdle0d5QamzK3hOw9/ikgoys+/8Ldsb0cY1lx1Fo2zKvnHPS+c8gPn0qVKAncopJDcAwbVuF5x3RKSCZkXn8vMLOx4FBa6WbK4gZdeenP7tgisWaHU1G3aYZwsvnJBI139o3QKnvWtKSmgujiP7UfEBU0trKvEYjaxs02MpXpJTRVHBwbxR/QpwgvKFeV0b6++Q675JRUc843gi2rfz5zCCg6OaN/HrLxKmnzaHClT3JUk5CQdwfTvX+2sIpgIMRJLL426zK48r/VGxL3PTguCOxTtodiWPlHri/RhkSwU2tKfY+0M9VNky8NpSd9S2hpQbDENbm2qZ7NPKa2b4tXeK3lkeACzJFGfV6B5jaQsc2RwgOk61VuAg739WE0mphTrrxMJRWM09w0xp0qcenu0e4BwLM68evG20t1NXZQXeSkvNiaQJx5PsPtgB4vnGVc/NB5btyv/iC9bahxhfz0E/GF2b2/l3DWZsWKngycfUOx4l9+0Iss7EYc/fuefBP1hPv69d+FwGWOvn4RY2Gzwt78pXaif/jTceWe2d5QbqJ9Zxc2fuorNT+9m63N7s70dITCZTFzxthUc3d/J4T2n/uC4cKHSpZxIKMFTe/aI31tNfTF1jSW8stE46+4bYdnSRjo6h+jOQFVUVXk+ZSVedu41brh5wbTU3KbgOVyAefUV7G0T52ywWSxMKytmf6eYufeZZcoz6KE+fWFxLquVmrx8mgb1rTMtX3k2PzqivWC60VtEV3CUcFxbnVa9u5hjgUGScvrBY1VO5fXsDKX/OpTZlefuvkh69v88axFmySK0C3fCE9yknGQo2kuhLX0y0xvpo9hWjElK/2XoDA1Q5dRGMFsDypumzq3tepXg6gmYOjoySK03H7tZexpwp2+UUDzOjCLtRFvFod4BppQUYTXrT7w93DNAUpaZLZDg7m1Tfunm1onvj919pJP50/R1Eb8RDjX3EgrHOGuOmHTqN8O2bS1UVRVQWVmQkfuNx5aXm0gkkpx93oyM3/uNkIgneOqBrSxZPYPy6tOjE7blQCf/uncjV773PBpmiavimoTxsFrhT3+Cd74TvvQl+MpXIAuBtjmHaz6wlsrGUn55x30kBPR05gLWXrMIu8PKE3/bnNZ18+bB88+DyQRr18Jrr4nf24rVM9i9vZWA3/jKnhOxZIlyALt1e4vh95IkiYVzanhtf7thydFTakpwOazsbtJfv3Mi5tSV0zU4yqAvKGzN2VVlHOjsFfJ6zCwvBeBQr/6Z6ulFxRzSSXCnFChOuSM6CG69pwgZaPVrm32ucxcTTsboDfvSvnaM4IbTfz1L7cq1vZH0Di9MkolCa9kkwR0Pf3yYuByj0JY+8eiP9FPmKNV0385QP1VObde2BQZwmm2U2rUpdi2+QcocHjxW7YrJkZFBpubrI6aHBpQPgWkCCO7B3r6xUzi9ONCpnDTOqtL28zkZ9rZ243HaqS0pELYmQO+Qj+4BH/OnGkcQ1FPjhXOMV3Dj8QQ7X2tjyeLMq7cAr75wiPwCF7PmZYbMnyq2bjzIQM8Il92Ye3PBWiDLMr+84z5cHgfv/MzV2d7OJDTAYoF774VbboGvfx2+8IVJkmuzW/nA195K28EuHvv9C9nejhC4vU5WX76A5x/dQSiQnmVy1izYsEGxtq9dC9u2id3b2atnkkgk2frKEbELnwLq64opLvawbVtLRu63cE4tg8NBjnUa07tsMZuY01hhiII7t05xrqkH/SIwq7KUwUCIPp+2KpzxqMrz4rHbOCCA4E4rLqZ5aJD4KQSzvR7qvQWYJYkjw/oUXIAWv7Y16lMO0bZA+mTda3XhtbjoDKX/epakCG5/mgouQKG9nMGoOKfAhCe4gym2X2RPn+D2hvvGThvSQTgRZSA6QpVDq4LbT527SLOFstk3OPbm14JEMsnRkSGmFuibx1RtHNN1EtyRUJhun58ZpWII7v7OXvIcdqoKxM057mvrYW5tGSaTWNuretpqpIK7c187tVWFFBe6DbuHin37OwmFoixZ3GD4vU5EIp5k88uHWbZyelaqid4IT9y3mcISDysumJPtrQjBlmf2sH39Pt7x6avIN8haPwnjYTbDr3+thE5961vwqU9NktxzLl/IWatm8odvPYxvWP/Ddy7gsptWEApE2fhY+jLs9OmwcaPSqXzhhbBpk7h9zZ5fQ16+k01ZsClLksTSxQ1s39FCQnB/7MmwcK5y6Lpzn7gZwxMxf1oVh4/1EYpos7W+HmbXliFJynOQsDVTAsT+Tv2ERpIkZpQWC1FwZxQVE0smaRsZ1ryGzWymPq+AIyPaleAGleD6tBJc5blcHYlMF1XOEk0E12ayUmgtTFvBBSiylU8quOMxFFXCiYrSnMENxoMEEgFK7emrfF0pX7oq46eLtsDA2OmKFrT4B6nXQXA7AqNEEnHdCu7hwQHK3G7yHfqCZQ71Kb9EM0QpuF19zKwqFTaDGY3FOdTZzxwj7MlNXdgsZmbWi7NTj0cikWTX/o6MqLcA27Y1YzJJLF5Un5H7jcfe19rwj4Zzzp480DPC5ucPcPFblmGx6rfgZxvxWJxf3nEf1VPLuep952d7O5PQCZMJfvpTJXTq+9+Hj30MdIgXEx6SJPGhb96IbyjIn+/6V7a3IwRzFtdTN62cx9O0KatobFSU3JISpWrqxRfF7MtsNrF81Qw2v3yYRDzzb7qlSxvx+cIcbjK+Hqq2spCiAhc79xk3hzt/aiWJpMz+5m6h67odNhrLi9jbJm7dmZXKs/eBLjFzuDNKSzjU16/b8qw6ElWHolZMzS/WpeB6rXZKHG7NBLfU4cVhsmpScEE7wQXFptyngeAW2soIJfyEEmIOFic8wR2M9iIhUWBNj6iqA9BaFNyulC9dC8GNJRN0hoY1z9+ORsMMRoK6FFz1l06vgnt4cECIPflQr/ILOEsAwU0kkxzq7md2pTjCeKizn3giyVwjAqaOdDKroRyrxRjic7StH38wwqK5GZq/3d7CrJmVeLKQprvphUNYrWaWrJia8Xu/EZ76+1aSiSSX5mBtkRY8+tsNtDf18MGv34DVpn2GfxK5A0mCH/wAbr8dfvIT+NCHzmySO2VeLZe9cxWP/Po52jNAfoyGJElcduNyDr7WRvNBbTOadXWKkltdDZdeqoRQicDZq2fgHw2zb5dxxO/1sHhRA6AczBoNZQ63lp17jZvDnZdyghk1h7uvrUfY3j0OO7VF+UIUXICZZaWMhiP0+PT1qE4tVJ6L9QZNTc0vomV0iISOD9IGTxHNGi3KJslEnbtoLPMnXVQ5i+kNDxHTUBVUai9NO2QKjguVolRcIQRXkqTLJEk6KElSkyRJnzvJ379DkqRdqf+8LEnSWeP+rkWSpN2SJO2UJGlruvceivaQZy3CYrKmdZ16ulCmQcHtCGknuJ3BIRJycsw+kC7U05wGjw6Cm7JNTM3XvoYsyzQNDui2J4Myf5vnsFPu9eheq7lviHAsPmZ/EYG9rcovm2gFNxqLc6CllwUG2pN3pOZvMxEw5feHOXCwKyv2ZFDmbxcsacDlzp0032QyyVP3b+Gsc6ZRVa//dyXbGB3088fv/JPF589m+SXzs72dSQiEJMF3vgNf/KJiW37f+5QU3TMV7/78OuwOG7/6yv3Z3ooQXHjtYixWc9phU+NRVaUouY2NcMUV8NRT+ve1eMVULBZTVtKUCwvdTJ1SxrYMBE2B8u9w74CPrt70KlROFQUeJ3UVhew+Ip7gzq0rp380SO+wPgI5HkrQlCAFt0z591XvHK7bZqMmL49Dg/rWmVJQRDSZoN2v/Wfd6C3SrOCCEjSlR8FNItMTTn9mvNRRwlB0iFgyPau8mqU0mCsEV5IkM/AT4HJgDvB2SZJOHDRrBtbIsrwA+AbwyxP+fq0sywtlWV6a7v0HIz2aAqZUf3iJRouy1+LCa3Wlfa2oBGW9Cm6h3UmRI/39q+j0+QjGYkII7qG+fmaUlgixFKt2l1lCE5S7KfQ4qSwUO2t4sLWXWDzB/GnGBUy9tq+dyrJ8ykuM713dsbOVZFIeS6fMJI619NPeNsDZq3PLnrzz5Sa62wdPm3CpP373UYKjIT74jRtzroZpEvohSfDNbyqhU7/7Hbz73RBP/wD/tEBhWR5vv+0KXn1yF9uf35ft7ehGXqGbVZfO57mHtxMJa5/RLC9X1NuZM+Hqq+FfOl3cbo+ds5Y28uoLh/QtpBFLljSwZ287oVDU8HupTqqdew2cw51aye6mTuEqsSFBU1WlHBscwRfW118LjGW4iJjDnVZUTNOgdmIJjI0ANumwKTd4i+gLB/DFtL0+de4S2oODxJPpn1RWOdSqIC1JyqXIyAxE0iPXRak2nKFIjhBcYDnQJMvyUVmWo8BfgXXjv0CW5ZdlWVaPATYBwuSkoZg2gtsf6cdtduG2pE/yOkJ9mudvVYKrdQa3xT+IBNTprAgSYU8G/QnKsixzsHdAaIKyzWKmsVRcFcu+th7m1JULf6BXT1mNCpiSZZnX9rezMEP1QFu3teB02pgzO/OVMZtSD0crcozgPnHfZvIKXZx78bxsb0U32g518eg9z3PFe86jYXZ1trczCQNxxx1K6NSf/wxLlkBsHB+6+25FvTsTsO5DF1LZUHLa1AZddtNy/KMhXnpyt651Skvhuedg/ny47jp46CF9+1qxegbtbQO0t+qzhWrBksWNxONJdu023iLdUFNCnsfBzv3GBk0N+UJ09IlViWdUl2IxmYQSXHWU7KCAOdx8p4PKPO9YposezCgq5qjOJGXVIaknaEoVslo1qrh17mLicpKuUPrvheNduOm/nqozNl2bssPsxmn2MBjLHYJbDYz/ZGhP/dnr4f3A4+P+vww8JUnSNkmSPpjOjWPJKKOxQYo0KrhaAqZAUXArNXbgtgX6ybM6KbBpU0+bfYNUu/X11yoVQbmRoNwxMkogGhVGcPd39jK9vERIny5AKBLjaPegMf23TV1UFudRUqDfmn0ytLQPMDwaGktvNBrbtjdz1lm1WAyaJ34jvPrCIRqnl1Oehe7d18PwgJ9XntnLhdcuwWaf+LOqv/ry/Tjddt752WuyvZVJZACf/Sxccw3s2gWLFkEkopDb22+Hiy7K9u4yA5vdyvu/+lZa9nfyxB8EJStlEQtWTKWqvpjH//aq7rWKiuCZZ5QDkBtugPt1OLlV582mFzJvU14wvwar1ZwRm7LJJHHWnJqx6j4jMH9sDldsXZDDZmFqVbHQoCl1lEyYTbm0hIOCFNxoIqErSbnQ4aTY4dIVNKWOImqdw9WTpFxo8+Iw2TQquNq6cCGVpJxDCu7JZK2TeiMkSVqLQnA/O+6PV8qyvBjF4vzfkiSd9zrXflCSpK2SJG3t61NetOFUX5IWgtsX0VYRFE8m6AkPUa1DwdU6fwvQ7BvQNX87EgnTFwowtUBnB+5gPyUuF4VOp751esUlKMuyzIGuPqH9twfae0nKMvMMCpgytB4oZYPKRIJyV9cwnZ3DLM2CPXl0OMjeXW2ck2Pq7TMPbiMeS5wW9uQtz+xmyzN7uPn2qygomawFOlPw8MOKQrd3r1ITc/vtcNddcNtt2d5Z5rDyykXMP3cGv//Ww/hHgtneji5IksSlNyxnz5Zm2o/qD/cpKIAnn4Szz4a3vQ3+9Cdt65RXFtA4vZxNGzNvU7bbrSyYX8vWDARNASyaW0tnzwi9Az5D1p9SXYzbYTMkaGqu4KCpEq+bYo+L/V1igqZmlBVztH+QmM7wAFW4ERE0dWREO8GtTzk19VcFpf99SJJElbNkLFQ3HeRb87FKFo1JyuW5M4OLotiOf4KuAf7j6EiSpAXAr4F1siyPvdqyLHem/rsXeBDF8vwfkGX5l7IsL5VleWlpqUJg1ELgdC3KSTlJf2SAUkf6RKgnPEiSJJUO7RVBWudvZVmmxT+kb/429cs2Ta+COzAoJmCqT3krzCjVv1b3iJ/hYFhogvIegwKmegZ89A76DZ2/3bnvGKVFHqrK8w27hwr19Hvp4swT3C0vN5FMyKw4b2bG7/16kGWZJ+/fzJwlDdRNE6/+ZxLxWJxfffkBqhrLuOa/1mZ7O5PIMP7xD3A4FAV37twzi9zC8dqg0cEAf/nexK8NuvgtSzFbTDxxn/awqfHIy4PHH4c1a+Bd74J779W2ztmrZ7B3VxujIyEh+0oHSxY30NLST3+/MaRzPNTAR6P6cM0mE3OnVrBLsIILynPQaDBCe78Y+7MkScyqLBWm4M4qKyWWTNI8kH4w0nhMTT3bHtZLcAuKOKqD4DosVipdeZoJbqHNjcfi0Bw0VeksHgvVTQcmyUSJ5iTlcoZjfSRl/SMhIgjuFmC6JEmNkiTZgLcBj4z/AkmS6oB/AO+SZfnQuD93S5LkVf83cAmw51RvrEZJF9rSIzTDsWHiclxTgrIq12tRcEOJKN3hEc0K7kAkgD8WocGrnQweGVbe6FNyKEG5Jj8Pj11/8q0aNy8yQXn/sR5K892U5LmFrQmw92hq/naqcfO3O/e1s3BubUbCgLZua6a01Ettrb6DEy3Y9MIhioo9zMjC7O/rQVFI+k4L9fax322k7VAXH/j6Wydrgc5A3H03hMPg8ShK7t13Z3tHmce0BXVccvNKHv7Vc3Qcmdi1QYUlXs6+YA5P/2Mb0YiYBDGPBx59VLGu33IL/PLEGNFTwNmrZ5BMyGx9+bCQPaWDJUsaANi+o8Xwe02rL8XtsvGaQQQXYN6USo609xOOaA8TOxnUUa19xwTO4VaV0dQ7QFTAjLvqBNRrU/bYbFR5vboJ7pT8IgbCQYbC2g9tGr1FY+Gy6UKSJOrdxZosyqDwnO7QAAk5/VnkMs1duOUk5DijMX2HFCCA4MqyHAc+CjwJ7Afuk2V5ryRJt0qSdGvqy74MFAM/PaEOqBx4UZKk14DNwL9kWX7iVO89GO3GItnwWtILFOoNqwnKGmp+wsobXssMbntAeZNqVXBbfMoPvMGrPUDpyMggVpOJWm+B5jW6/D78saigDtx+IfZkUBKUJQmmV4hZDxSL8uxacYqwin3NPVjMJqbVitvreLR3DTMwFMhIPVAikWTHzlaWLG7IeLJuLJZg6ytNLF81HZMpd1J9H//bq7i9DlZfviDbW9EF31CAP3z7nyw8bxZnX3bWm18widMK6szt1KnKrOVddyn//0wkue/5wjqsNgu//uoD2d6Kblx20wpGhwJsenavsDVdLnjkEbjySqVH+cc/Tu/6GXOqKSxy80oWbMpTp5RTUOBi67YWw+9lNptYMKva0DncOVMqSCRlDrWJUUZVTK0oxmIycbBd3LqzqkqJJ5Ic6dUfMNZYXKjsT0DQ1PSiEpoG9FqUlWdkPTblBo9CcLXawvVUBVU6S4jJCQYi6Sv2JfZSeiN9ae97LElZgE1ZSA+uLMuPybI8Q5blqbIs35n6s5/Lsvzz1P/+L1mWC1NVQGN1QKnk5bNS/5mrXnuqGIz2UGRLP91WTwduZ6gPh8lGkS392hW9CcrNPuX6Rh0K7tGRQRrylA8BrVDj0/UquNF4nOaBIaEJyg0lhbjtNiHrhaNxWnqGmFktnuDub+lhWm0pNqsxiph6OrwoAwT30OFufL4wS7JgT96zo5VgIMLZq3PHnuwbDvLiE7tZe80iHE4x78Vs4U93PUpgJDhZC3SG4plnFFJbk/oYue025f8/80x295UNFJXn87bbruCVx19jx8b92d6OLixaOZ2yqgJdnbgng8OhWNqvvRY+9jH43vdO/VqTSWLF6hlsfaWJWCyzidUmk8SihfVs39EivF7nZFg4t5bWjkGGRgKGrD+7QVFa97eIC4QCsFktTKkoEkpw1ZEyETZlm9nM1JIiIVVB04uKODI0REJHkvK0AjFJyqOxMENRbSpwvbuYrtAIkUT6ar6+JOUSQokQgUR67/FCm5J3MxjV/94VQnCzhaFor6aKoL5IPxISxbb0CVpnaIAqp7bO1jadHbgt/iEskolql/aZyqbhAd0BU6ptY3qxvnWODAyRkGVhCu7+zj5mCZy/PdzZT1KWmVUjzvIMkEzK7G/uYU6jcbOZO/YdozDfRV218ZbhbalT78WL6g2/14nYtPEgNruFRSumZPzer4fnHt5OLBrnshtXZHsrunDscBf//M16LnvXaqZkKIl7ErmFxx77z5nb225T/vxMxHUfuojyumJ+8aX7SCS0P/hmG2aziUveuowdLx+mq01sNY/NBvfdpyQr3347/M//nPq1K1bPIBiIsGdHq9A9nQqWLmlgcDBAc4tY1fNkMHoOt7TQQ2mBm31HxdvpZ9aUcaBdTCgUQF1xAU6bdWzETC9mlJYI68KNJOIcG9U+b1zjycdmMnNUZxcuaA+aqnMXIyPTHkzf8lutg+CqGUfpzuEW2EqQMDEU1f9+mLAEV5ZlhqI9Y3J2OuiL9FFkK8RiSl896wz1a64Iag0MUGL34LZomzdt9g1Q59GuvsaSCVpHh3VXBB0e6KfY6aTIqa3qSMXBXuUfkpml+gnucDBM5/Co0ATlg6kP8Vk1YhXc9t5h/KHI2CmrEXhtXztnzanJiOq2bXsz06aVU1godk75zSDLMpteOMSiZVNwOKwZvffrQZZlnrhvM9Pn1zB1Tu7MBGvBr778AHanjXd/brIWaBKTALA5rPzXV99Ky74OnvzjxK4NuuStyzCZJJ58YIvwta1WpUP5He+AL34RvvpVOBVhdPHyKdjsFjZtzHxdkOpA2pYBm/KsKeU47BZD53BnN1awv0U8wZ1VW8qAL0jfiF/IeiaTxMzKEqFJyp2jPkbDYX3rFCvPpYd12JTNJhON+YW6LMpqqKzWOVzVMaplDrfEXoBFMmusClIJbnoHRmbJQr61WEiS8oQluMGEj0gypEnB7Y30a+rATcpJukIDmiuC9CQogzKDq2f+tm10mLicFNKBK2r+1mo201Cs/XtSoRaFi0xQPtjRh8dpp6o4fTv6G2Ffs2K9mDNFfPUQQHfvCN19oyzMgD05FIqyd18HSxc3GH6vE9F6tI/uzuGxDsVcwIGdbbQc6p7w4VJbn9vL5qd3c/OnrqKgVOz7fxKTmMhYdfVi5p09nd/978MERidubVBpZQFLz5vJ03/fQkJAwM+JsFjgd7+D974XvvY1hei+Gcl1OG0sXNbIphcOZcQqPB5lZXnU1RZnpA/XYjEzb2Y1O/YaSXDLae0exB+KCF1XHdkSbVM+2NVPMqn/Zz6zTHm2P9Snc362UHlOFhE0pceiXOMuwCxJtGjswlU5R1sg/evNkolKR7GuLty+sMYu3DOZ4KrfvJYO3P5In6b52/7ICDE5TqXmDtx+zfO3SVmmxT9Io0dHgnLqFEmPRVmWZQ4PCqoI6h1gWkmRrnlgFaq9RXQH7szqUuEq6L7mHuw2C41V+l/Dk0G1PWWi//a1XceIx5MsyUL/7asvKGEkK3KI4D5x32YcLhvnX7Uw21vRjEQ8wS/vuI/KxlKu+cBkLdAkJjEeY7VBA37+cvfE9mpfdtMKBnt9bH7+gCHrm83wm98ooVP/+7+KZfnNeOvZq2fQ3TlM61HjrcInYsmSBl7b1UY0KiZd+o2wcG4NR9v6GPUZU4s0p6EcWYYDglXcmamRrQOCg6YCkSjHBvXXD6mZLnptyl67nUqPV0AXbjGto8NENXbzWk1matwFmi3KXquDIptbc5JypbN4LFw3HTjNTrwWj6aqIFFduBOW4A6OVQSlR3AjiQjDsRFNHbhdIeWHXKWB4PpiYQajAerc2tTT7pCPSCKuL0E5NQegpyKoJ+DHF40IUXAP9vaJS1Du7KUsTykNF4FEMsnhjn7h87egBEzNrCvDYjbm12/nvna8HgdT6oxJaB6PrduasdkszJ+X+RnNVzYeZMbsKopLvRm/98kQ8IXZ8K+dnH/VQlweR7a3oxmP/f4F2g528YGvvRWbPTes35OYRC5h+sJ6Ln77OTz0i2fpPCpuHjHTWH7+LIrKvDzxt1cNu4fJBD/7mRI6dffd8PGPwxvl9qxYpRxYqgeYmcSSxQ1EInH2GKisqlg0pxZZhl0HOgxZf3aj4hDb3yyW4HqddmpK8oXO4c6uSgVNCbApV3g9eO123VVBoASpiujCTcgyrb5hzWs0eIs0E1zQl6Rc5SyhM9SvyVFRmkpSThdF9nL88WGiSX3ugwlLcLV24PZHlR9yqU1LRZDyC1PlSP/asYAplzZiqCYo13u1k9MjI4OUOt3k2bR3zo4FTOkkuMOhML3+gJD5W1AqgkTak1t7hwjH4mOnlaKQSCY52NLDbAMDpl7b385Zs6szUpuzY0cr8+fVYMtwP+rIcJADe9pzSr194fHXiIRiE9qeHA5E+MO3HuasVTM55/KF2d7OJCaRs3jPF67FYrNw750PZXsrmmG2mLnkLcvYuvEgAz361bPXgyTB//0ffOpTSn3Qrbe+PsktKctj+uxKNmWB4C48qw6z2cT27caHXM2aVoHNajYsaKrA66SyJM+YOdyaUg52iFNwp5cr9UMikpQlSWJmWYkQgjutqJimwUGSOuzy01KC0pFhHUnKOquC6t0lughuKBFhOJb+zHWpvUSbgmtVno/12pQnLMH1xYZxmFzYzc60rhuJKR/ihbb0ldCByCgAxfb0Z9J6w8q1Fc6CtK8F6An6AKjSkaDcFRilxqP9eoBOn7KPuvwCXet0DCs/h7pCfeuAYptuHxqlrkT/Wira+5X9NZSJTSHuHw4QjsYNsydHY3Hau4aY3iC+2ug/7hWN09rWz5zZmQ9TOry/E1mGBYszn9z8etjx0mFKKwuYscB4a7hRePWpXYwOBrj59qsma4EmMYk3QHFFAZe/azUvP7YD37AxdS+ZwKrLFpBMyry26Yih95Ek+O534QtfgF/9Ct7/fng91+b8RfU0HewiEc9sUrXLZaexoYSmI+JJ4Ymw2yzU1xTTckxsivV4TKkq5ljPsPB160oL6RwY0VWhMx42i4XKAi/tQ2IOWeoK8+kYGdW/Tn4+kUScwZB2G3l16pm7K+DTvEalK49QIoYvpk3RLHfm0R/xE0+mb5MusRcAx/lPOii0FY5xrnSQZ1Weu/2x4bSvHY8JS3CDiVFclvSJpi91CuGxeNK+diTmx2NxYtWQvjwYVf4BLLanf1+AgYgSZlHi0J5U2xcKUObSl3TbG1BevxKXPitwj09ZpyJP2+sxHv5IlFA0RrmAtVR0DykfRuWFYu2vXf3Kh0RliTHBPd19o8gyVFUUGLL+eLR3DJJMytTXG2+FPhHNTcoDSON045TwdCDLMnu2NjN3acOEJoYbHtxCcUUB886Znu2tTGISOY/zr19OPJbglcd2ZnsrmtEwswKXx8Herc2G30uS4JvfVEKn7r0X3v1uiJ9k3HXKjAqikTgd7dptmVpRV1dCm4Gkczyqy/PpNFA5ryzJo6tf/PoVhV4SSZl+gSFr5fkeekfFJDNXeL30+wO6CXipW3leVp97taDQ4cQsSfSFtB+Cqc/9AxFtaxTbPMjIjMTSJ+oFVuXeIxoUXI/FQyQZIZqMpnWdO8XtAgl9hxQTluAG4j7clvTJhz+uEBevNX0yNBz1k6/hOoDBiPLmKLJpI5j94QA2kxmPxabpelAIbqlTL8ENUOhwYLfos6SqBLfcq5+U9owoP9MywQTXYjJRkidmpndsXZXgCk5mVqH+Y1lVrk+pPxW0tqZs81kguEcP9VBanoc3Lz0Hh1HoahtksNfHvKWZD9sShcBokC3P7mH1uiWYDZoPn8QkTifMWFRPZUMJGx7amu2taIbZbGLOknr2bG3JyP0kCb78ZSV06s9/hptvhljs379myjTl4PLooe6M7Gk86uuL6e4eIRRK76FcC6rKC+jqHRGSHnwyVJTkMRqICE9Srkgd/PcMaVclT0RZnoceQdVD5V43CVmmP6CPgJeNEVzt5NQkSZQ43boIbnGK4PaHta1RZFcJcvqvr8p5tFiUvSkh0R9P71pXitsF4/reXxP2KSaYGMVl1qDgpl5otzl9ojcc81OgleBGA3gsDmxmbcRwIBKgxOHWrA7FkgmGwiEBBNdPqVsAKfUFMEsSJW79BLJnRPmlr8gXR3B7hn2UFngwC0h4Ho/OFMGtKDEmGKkzZUeqLi8wZP3xaG3rx2SSqK0Ra+M+FTQ39eSMeguwd5uifsydwAT3lcdfIxaJs+a6ZdneyiQmMSEgSRLnXbuMHRv2M9wv7mE/05i7pJG2ph5GhzJntf7c5+B734P774cbboDIOA5W21iC2Wwac+pkEvV1yvjQsQyox1Xl+cTiCfqHxBC7E6E6xdSDdVFQCW73sLj3fHmeh55Rv5B6KFU4UYUUzeuknnV7dCi4AKVON/16FFyVoIa1EXbVOao6SdNBgU25diSqRcFV3ie+WHrvE6dZue4MVnC1WpR9uMwuLBpsxiMx/9gPO10MRPwU27WTy/5wQJc9eTAURAZKdVuUA5S79a0B0O3zUeJxCyGQqq2lTCDB7R7yU1Egbj0VXf0jFOW5cNiMSaft6B7GZrNQVKD/Z/RmaG0doLKiIOMBU9FonLbmfqbkEsHd2own30ndNONnn43Chge3UFZbzKwsVD5NYhITFWuuXUoykeSlR7dneyuaoTpP9mWgA3Y8brsNfvQjePhhuP56CIeVP7fZLNQ2lNB8OPMJ1fWp9oHWVv0hRW+G6tQoUUf3sCHrq06xLoMIrkgFtzzfQzSeYCQY1r9WiuB267Q8q8/LfToUXFAIrgiLcn9Y2/ejOke1KLgeixMTJm0KbkoQ9KWp4JolM06zh0D8DCW4wfgobnP6Kpgv7serwdoMCsHNt2ojDoORAEUayTHAYDigiyD3pn65RCi4ZUIUXL8QezJAj0pwBa0HioIrev4WoHvAZ9j8LSgW5aqy/IwkKLe1DVBXZ0xY1hvhWEs/iUSSxmm5Q3D3bG1m7pIGTIIV/0xhdNDP9uf3sebapRN6hngSk8g0GufWUDu9gg0Pbsn2VjRjxoIaLFYze7YYP4d7Ij76UfjFL+Dxx+GaayCYEqkap5Vz9HDmLcrV1YWYzSba2oyfw61KOa06DQiCguMKbteAWILrddpx2qxjWSUioI6Y9QiYwxWl4NotFgocDl0zuKAQ5b6gdoJbaHchAf0aZ3CLVAVXA8E1SSbyrW5NM7gq10qX4AK4zXkEz0SCKyMTk6Njg8jpwB/3a5q/TcpJhqMBCqzaSM9gVKeCG9Gn4KqnRyU6CG5SlukLBnWrwKB88FQIIqS9o34KXA7sVjFKYjIp0z3kGzulFInO/hHjCW4G5m8TiSTH2geyGjCVKwru8ICfjuZ+5k5g5fOlR3eQiCcn7cmTmESakCSJNdctY/fLhxnoGs72djTBZrcyY0Ete7e1ZOX+H/wg3HMPPPMMXHkl+P3QOL2Mvp5RfKPaE2y1wGIxU1NdSEub8QpueYkXs0kyLGiqKM+F3WoWruBKkkRFoVcowVVDQkUETRW5XVhNJnr8+tcqc7l1zeCCalEOaq4bsphMFNpdmi3KXosDq8msyaIMik15WINFeWwGVwM5dlm8BBNn4AxuUlairjVZlOM+TQnK/niIJEnyNYZEDUYCFGpUcGVZZiAcHBs014I+AQruYChEPJmk3COC4AaEKrgiA6YG/UHiiSQVBWIJbjIp0zPgo8KggClZlunsGR47FTYSnV3DxOPJsXmlTOLooR5sdgvVtZm/98mgpo/OWzZxCe6Gh7ZQPaWMqfMnbsXRJCaRLay5bimyLPPCP7dleyuaMW9pI4f3tBPOQLjSyfDe98If/wgvvACXXQZlVZUANB/O/BxuXV1xRhRci8VMWUmeYQRXkiQqivOEE1yA8kKPWAU3NWLWLSBoyiRJlHk9uhVcUJKURRDcuJxkOKL9sKbY7tIcMiVJEkU2tyaLMihBU1osym6LGwkJn4awKJcl78y0KI8RXA0hU/64f+xUIR2MxJQ3lpaQqVgywXAsqFnBHYmGicvJsUFzLVDtEaVO7aFOfSmbRqlLH5kMRKP4IhFxBHfET0W+ODKqfmhXFIkluIOjAaLxBFUGKbjDo0FC4ViGEpSV0+1sKbj1U0oxW3Lj42vP1mZsdgvT5lZneyuaMNQ7yq4XD7LmumWT9uRJTEIDaqdXMmVezYS2Kc9d2kAinuTga21Z28PNN8Nf/gKvvgqf/nwDsbg9O0FT9SV0dAwRjZ6kw0gwqsrzDZvBhVRVkGCLMkBlYR49AkOmSr1uJEmMggtKkrIQu7PbIyRkCtBlUy52uDXXBAEU2TwMary+wOoZ40DpwCSZcFvcmgiu25xH8EwMmUqiENx0a4JkWcYX8+HVYDMejio/IC01QcNRxVZQpLkDN9Wh69BBTkMB8mx2HBbt4UbqKZZeBVdkRRAoH4hleeJCldTgBNEKrnqKapSC25E6Ba7OQAeuerpdV5v5BOWjh3tyav5277YWZp5VhzXDYVui8MI/t5FMypw3aU+exCQ047xrl7F/y1F6MtShKhpzFisd3nszVBf0erjhBnjgAdi1y8SOI+9l92uZ78KtrysmmZTp6Bgy/F5V5QWGzeCCQnBFpygDlBd4GPAFicUTQtazms0UuV1CSCkoz5eiFNz+YEBXuvMYwdVTFWR3a1ZwQakKGtRgMwbIt7nHOFC68Fq82mZwUwquntd9QhLchEYFN5KMEJPjmkKmhlUFV4PNWLUFFOvowAV0W5T1Bkypp1hlOhVckQQ3Gk8w4A+OzW+IgBp9LzpkSiW4laUTvwO3pbWfstI8XC674fcaj6EBP8ODgZyZvw0FIhzZ1zmh+283PLiFhtlVNMyqyvZWJjGJCYs11y4FYOME7cT15DlpmFnBnq2ZD5o6EevWwUMPSfiCpfzg58vp68vs/ceSlDNgU66uyGd4NETQIGt4ZUk+Q74QoUjszb84DVQUepFl6B0WV3FUke+hV1gXrkJw9dYOlbs9xJJJhsLa7cVqbk2vziTlgYj2Xt8iux4F10sgESaWTN/R4LV4NM/gJuQ40aT2VO0JSXCTchIg7ZAp9RRBywyumiCmRcFVB7u1K7jKm1qvRVkvwVXtFWU6a4JUglshgJT2+1J7EtmBO+THbjVT4HYIWxOOJxlWGqTgqqfAVWXGE9xsJSgfTc1j5UoH7v4drSQTyQnbf9vXMcjeTU2T4VKTmIROVDaUMnNxw4S2Kc9b2siBna0kBKlyenDFFfDf79/O0Ege558v053BQOXa2iIkSel6NxrHk5SNmcOtKE511gq2KZcb0IVblurCFYFyr5dgLIY/ou/gQH3e7dExhytEwXW48MciRBLabPPFNjcDUW2EX22P0WJT9lg9mi3KoK8Ld4IS3AQSJhzm9IiWeoqgZQZXTRDTUhOkRnNrJbhq91XWFVy/n3y7A7tFnxVTpIKrfhiW54lTW7uGRikv8AqfR+zqHyXf48DlsAldV0Vn9zAlRR7sdmM6dlUkkzJtxwaor88ewZ2SIxblvdtaMJkkZi2sy/ZWNGHjw0oozpprJwnuJCahF+ddu4ymXW10HMn83KgIzFnSQCgQ5eiBrmxvBYArr7KyeNqfaGmBNWugoyMz97XbrVRUFGSoKkg5kO4wyKZcVaKsL7wLNzXCJboqqEegggv6q4JK3fq7cD1WGw6zRdcMripwDWi0KRfZPcSSCfzxSNrXqs5VrUnKWizKaoiwnqqgCUtwXWYPJim97aunCNpCpvx4LE6spvTJnV6L8kA4iEmSKLQ5NV0PKYKrs96nNxigXKd6C0r5dp7DjtOqn4j1jKTsxIIV3EoDKoK6+kcNU28hcxVBvX2jhMOxMRtXJtHc1ENJmZe8Au3z6CKxd2szU2ZX4faKVfszhQ0PbmH6WfVUTSnL9lYmMYkJj/NSNuUNE9SmrI5aZKMP92RonF5OUV4r376zha4uheS2ZSgDq76ueCxM0UiomRlGzeFWlCjPMp2iCW6heIJbnu9hJBQmHNMf7lXuVZ5Vu3US3HJ3iijrCJqSJEnpwtWl4Crfj9Y5XJV/aOnCVcN1tXTheixe/PH0lWOXWXl/BTSovyomJsElobkiCNAWMhXza7Ing2JRtpksuC3a5hX7wwEKbS7MJm0/rlA8hj8W1dWBC9DrD4ydZulBj88vsCIoZVEWPIMrev4WFIvQ6dCBezxBOTsKbq4ETMWicQ7sbGPukoZsb0UTulr6OLSjZeyhfBKTmIQ+lFYVMvfsaWx8aGLalEsq8qmoKRqrPss26htLMZklvPZmnn4a+vvhvPOgOQPbq68v4Vj7IIlE0tD7eN0OvB6HYRblknwPFrNJeNCU024l3+UQruCCmCRlUQqualHWWxVU4nDTr3MGF9CcpFyYcpBq6cLN10Fw8yweEnKCUCK9GWa3RXmWDSa0/15MTIIrJ9Oev4XxM7jpk5eRqF+TPRkUBbfY7tZseR2IBHQnKIO+DlyA3qCfMrcAW7FAgts76sduMZPvFBN2FE8k6R8JjJ1OioIsy3T2j1JhEMGNROP0Dfoy0oE7lqCcYQU3FktwrLkvZwKmjuzrJBKOTdj5W1VlmiS4YlBaCut2f+Pf/mzdOuXPJ3HmYM11y2jZ30nL/gz5aQVj7tIG9m5r0R3OIwI2u4WauhKONvWyYgU8+yz4fArJPXzY2HvX1RYTiyXo6ho29kYYWxVkMklUFHsN6sL1Cq0KKs9BguuwWMmz2+nVWRVUplfBtetUcFWLsxYFV7Uoa1FwU4JiunO4akvOmafgyokx+Tod+GN+TJhwmdO3+g7H/Jo6cAGGogEKNaQvq+gPB8ZOb7TgeAeu9jVkWaYvENAdMAXKB06FwA7csjyPsHnZvhE/SVmmXHBF0LAvRCQaN6wDt7t3BFmG6gwQ3Na2AQoLXOTnabfMa8Gxln7i8WTOBEypaaMTluA+uIU5y6dSXpt5Jf50xLnnwiODq8ZI7rp18Mgjyp9P4szB6quXYDJJE9amPHdpI8MDfjpajLfnngqmTC+n+bCSMLVkCTz3HITDil15/37j7ttQn7kk5aqyfMMUXFCSlI3owq0o9NA9JC5FWR01EzGHa7dYKHQ5hVQFlbncuhXcUqdei7IicmlNUi6yaVdwPRYnJkyaZ3CBtOdw7SYXJsxn4AwuCc0KrteqjQyNxPyaKoLguIKrFQORoK7rRSi4Q+EQsWRSt4IbTybpDwSFKrgV+eLIqGq3Ea3gjlUElRhjIc5kRVBra39WEpSb1QTlHLEo793aTFV9MUWl4u3sRqPtUBfNe9sn1VuBePhhuKboRR4ZXIXdrpDba65R/nwSZw4Ky/JYsGomGx/ckhMqaLpQRy5yxabcOK2Mnq4RAn6lLuSss+D55yGZhPPPhz17jLlvbZ3S8Z6JJOXqigK6+0YMs0NXluQZo+AWeOkeEreuSAUXoNwjqgvXQ59OBbfU6WYwHCKW1JZQ7rLYcFmsmhXcQptKkNP/PkySiXyrW+MMrvIzTbcqSJIkXBYvgcSZqOBqILj+uE9TB25STjISC+iawS3SoeAO6FVwVYKrI2RKjUjXGzLV7w8oCqkwBdcndv7WKIKbOj2tMLoiyGAFV5bVBOXsBExZrWZqs3DvE5FMJtm3vWVCq7eSJLH6miXZ3spphYfn34GVONEomEzw4IPZ3tEksoE11y2j42gvTbsylIgkELVTy8grdLN3a0u2twLAlBkVwPEEfYC5c2HDBrBYFJK7c6f4+3rcDkpKvBlKUi4gHk/SNyhODR2PyuI8BkYCRKL6w5v+bd1CL6PBiLCOXY/DjstmpVtgknK3CLuz262rJgiOP38PhLR32ZbY3ZoJrsVkpsDq0hQyBZBv82iqCcrTaFEGZQ73jFNwZY53JKWD0bhPUweuPx4iISc1WZRlWWYwEtCswIbiMQLxqG6CK4G+Od7UL7fekCmRFUGyLNPrC1CWr982rULtdDNMwS02Ru3r6BnBYbdQZHC68NBQAJ8vnLUO3PoppZgt2f/YOnakj9Gh4Fjq6ESCLMtsfGgr88+dTnEqwXMSYrBu9zeIYcFkUhSmggLlvydxZmHVVYsxW0xsnIA2ZUmSmLu0YWwEI9tQHTvNh/+9emnmTIXkulxwwQWw1YCXOlNJyqrzqtOgOVw13LJ7UNy8LIzrwhWcpCxMwfW66fELsCi73fQFArocGWK6cN2aQ6YAiuxuTRZlgAKrm6Fo+j9nj0aLMoDb7CVwphFcAJcGJdYf82usCFLeEFosyr54mLic0NyBq76Zi+06yGlQCamyaExhhuMR6eU6LcrdAgnucDBMNJ4Ys7WIQM+QH4/TjltwV21X/ygepx2v25g6mc6eYarKC4R3954IdR6pIRsVQTmUoLx3bP62Ibsb0YDmve0cO9zNmusmu29FYt06ZQb3mqIXicUgL08JxMnLg7hY4WQSOQ5voZvF589hwwS2KXe1DTDYK97Wmi5Kyrx48hw0N/1nt/C0abBxo3KQdOGF8MorYu9dX1dMa9uA4T/D41VBxszhquGWopOUx6qCBAZNleWJJLgeBgJBoglttuCxPbk9RJMJhsNhzWuoBLdXRxdusUO7ggvKHK4WizJAgdWrScF1mBxYJIsmBddlySOYOBMJrpaQqXhAk4Kr+s7zNKQoD6UIaqHGDtzBsGJnKNJBcPtDAYqd+pS9/qB+mzNAnz9V6+PRr7r2+cRXBPUO+ykvELeeip5BHxUGqbcAXb2jVJQaV0Gk4tixQQBqM6zgjo6EGBzw0zAtN/paD+46Rn6Rm6ocsEuni1cefw2TSWLV1YuzvZXTCi+/rMzgPjz/DkwmGBqCwkIIBGD2bIhGs73DSWQS5127lN72QY7uac/2VtLG3CWKM2X/zuxbrCVJonFqOS1H+k769w0NipJbVgaXXKIQXlGorSsmHI7RP2CMdVhFabEXs0mis9cYgluZGo3qFhw0pT4r9QwLDJrK89A7qs8OPLZWSkjp9+u0F6eci306yKla06mHoBbbXQxqDJkCRcEd0qjg5lndjGoguJIk4bG48cfTv9Zl9hI801KUAaym9GthoskoNlP6ylwkocwXODRcG0ooTzVOszXta5XrlXu7LNoVxVA8rut6gGAshgQ4LBZ960SV78dj11/rE4wor63bLk5tDUSiwtVbgEAogsclpsropOsHI+R5jVGHx8PnU7rMMp2gPDqcOugpFn/4oAXD/T5KK41XzI1AV0sfxZUF5Bt44HImoq9PmcFVYTIpvZ3nnw9NTYqlUocAMIkJhilzawHoaunN8k7SR2mlYpkdMZjYnSoKiz2Mjrz+g31trUJya2rg8suVOiERKMhXhAG/z9hfXIvZhMtlJxiKGLK+x6k80wTCYk/Z3A7lmSYUEbeuy24jFBMz06s+GwZ1rueyKs/vevblsqTW0GHncVlshOPa9+AwW4kktN3fYbYSTmj7OdtMdmLJ9K+1mmzEZO3vrQlLcC1S+oQxLsexmNK/LpZU3hBWU/rkLppKTNNy7fjrbWbtxDKSiGO3mDVfDxCJx3FYLLof6NUPCL37AQjHlJ+Lw6qPdP/bmtEYToHrHV83jsMmfl0VoXAMh13bIUo6CASjWK1mbAZ+LyeDP5Wg6fIYT+JPBb6REN58Y+edjUJfxyCl1UXZ3sYZAZMJ1q9XlKWWFpg+HYLaD+AnMYFQWl0IQF/HUJZ3kj48qc823xuQykzC7bETeBOSWVWlpCtPmQJXXQVPPqn/vi6VGAaNIZ7j4bRbCYbFELsToT4bhCNiZyXUZ5qwwPAqh9VCOCrmdVAFGfVZUe86ER1WZ7vZnFpD+15sJvMYJ9B2vYVIUtv9rSYLMTmuya5vMVnGeFRa10lWErL212vCElyzlN4DtizLCsGV0idWMVkPwVWutZm0ETr1l8Gu8Xp1DbsOgqyskcCuU70FhSjbLWYhypf6oSViXyoisQQOm3iiGIrEcBpIQI1eX0UwGMHlEq9wvxnUigi3xzgVPB34R0J48jOrYotCb8cgpVWF2d7GGYUnn1Qqg9rblbnB0eyPNk7CYHgL3didVnrbB7O9lbRhd1ix2S34R0LZ3gqQIriBNyeZ5eXKgdKsWcrv26OP6ruvy638exMMGj9f4LBbCRtEcK0WM2azSRhxVGEXRCBPXDMc10akTsQYwdUZgqA+P+tZR32tInrWMFuIJhMkNb42VpNZE9EEsKY4V1xOn2BbJDNxDUTVLFnOTIJrSZNsJmRVSc2OgmvLqoKbwKGT4Ibjcd1rKOskdNucVagfFKIVXCOUVkXBNYaAJhJJotE4TqfxxDMYjOIy0Gr9uvf1Kw83ngzYsE8FvpEg3glIcGVZpr9ziNKaSQU303j4YXjrW6GrSyG5w8PZ3tEkjIQkSZRWF9HXOfEILoAn35k7Cq7XQTQSJ3oKSmFJiWJRXrAArr9eX1WXepgbzISC67QSFlS3czI4bBbh65tMklDFFZTnOVmGmM5gKAB76tkwIkrB1UFOLZIJkyTpUoFVoUxrl67dZNGsAKv8RwtBtkpW4loUXA18bTwmLME1p2lRjsnKL6AlTeUXjquwVg3XHifHOhVcvRZls06LciIuRCkNx8Sso64Fxz/ERK0pcr2xdSPGWYjVf7QyYlEORHBnQcFVZ6DcOWBRlmUZ/2hozMY3kTDS7yMWiU9alLOE+++Hd7xDmdedNk2Z0Z3E6YvS6iL6J6BFGcCb78ohBVf53FcPOt8MRUXwzDOwdCnccAP87W8a75s6zA0EjFdwFYuycfdx2q3C+mrHw261CLUoq89fIlRh4QquDnuxJEnYzRZdFmV1H1rXsJksRJPa1HE9BNdismhUcM9QgpvuDK56eqCF4MbGbMZ6LMoaFdyEPosziLEoh+NiiGkkHhemuEYMmMGNxIxRWsPRGA67MXOr6j9aLofxBDcUyo6Ce9yinH2CGw5GiccSE1LBVecB1fnASWQef/wj3HILDAwoM7m9Ey+DaBKniNLqwgk5gwu5peB6Up/76r8Dp4L8fGU04Nxz4eabld+7dOFyZ07BNdKiDCkFVyARHb+uXoX039azpmZVc4jgilBwQZnD1TuDC8d5RbpQhTYtNmOVw8Q0EFWLZCGWTP+9ne4o6omYsAQ33W9c/aGka20ef60ei7JdI8FVB8L1KbgJ/TO48YRuFRhSVuccVnBDBliUZVlWZmQNsiiHQhlUcLM1g+sLI0ngzMK9T4R/VFE1JuIMrmqXLK2aVHCziXvugQ9/WLEpT58OHR3Z3tEkjEBpVRGDPSPEBRKATCG3FFzlUDXdNGOvFx5/XEkyf/e7ld+7dOBMNSoEQxlQcB1WQkYSXIMUXIfNKlbBFURKQZxFWQ1FFaEEi1FwtdmMVZKqxaasS8GVLBpndycV3FOCOqisz2ac2WuBsYJqPQpuVIRFWRAxFWlRHpvBFbSeLMvKrKxgi3I0lkCWMSwESrUoZ2QGN5AlBTcQwe1xYDJlv5bHl6osmogpymrgzaSCm3389KfwyU8qgVOzZkFra7Z3NAnRKKkuVObeu4azvZW04clz4ssVgutVFdz0lVS3WwmbuuQSeP/74ec/P/VrzWYTTqeN4CkEXOmF02EMAR1b324lYpCCGxZU6wPHHXk5qeDqnAu2my1jz/RacJygarcoa71e5U5ayXFcTv89okWQHI8JS3DNaQ4fq0RTk4Kro+rneMiUxhncXFFwBdicQaxFORyLI0lgE1A5BEqCMoi1PIOiCgOGWZTVuZ1MpShnawY3ZxKUJ7KC2zGE1W4hv2SyAzcXcPfd8LnPgd+vKLlHjvz7311xRfb2Ngn9KEuFuU3EOVxvgQv/aG5YlN0aLMrj4XTCQw8p9UEf/jD88Ienfq3LaSOQgRRlp8NmrIJrM24GN3SmzOAKsSjrqRrSN4NrNasW50wruNpCps7gGdz0yII64KwtZCqGCRNmKf2Xa2wGVyM5jCYSSCgJbFqQlGWiSf0EV5S1WKRFOZJSg0VUDqnrAcJncCMRY9ZVoc7tODMwgxsIRseqEzKJgD+SE/O3MLEV3P6OQUqrioT9zkxCP/73fxV1KRaDGTPgpZcUcnv77XDRRdne3ST0QA1z6+uYeEnKnjwnoYCSN5BteLz6CC6AwwF//ztcdx184hPw3e+e2nUut+20mMF12q3Ca4IAnFbRM7jiFFxRFmWbSgx12ItBv0X5+D70WZQ1JSHrmcE1aa8J0oMJS3BNafbZqgPO2hTcuOaQKN0pyklFOdX6QBoVkMIMaoqyfqU0IiisCsTanYGxD3/RM7ghg1OOx1KUDSa48XiCaDSetRncXCG4E1rB7RyatCfnIJ58Ei69FJJJWLVKIbd33QW33ZbtnU1CD9S+6b7OiangwvHPu2xC6wzuibDZlETlm26Cz3wG7rzzza9xuewZ6cF1OqzE4gnicWMOFBw2y8SawRVwsGI1KdU8epVXNQE56zO4KR4S0WhRHrtewx50K7iawqnOQAVXIn2yN9aDq+EFi8lx7TO0OntwIwnt5Fq5PhVypXsGN4HDop9AhWMCU5QF2p3BmNAqOE6cjbIQB8PGrj92n9Q/8u4spSi7c6UDdwIruH0dg5MVQbmG73wH1q/niSegslL5I1mG887TsNb69cp6k8gJOD0OPPmuCangqinx6uddNuF02ZEkbTO4J8JqVRKV3/Uu+NKX4CtfUX7fXg9ul41AhmZwAcPmcB0GzeDaDejBBf2JxaAQU4dFPzEFxe4sJkVZxwyuTgXXOtajm/73YZP0qb9aibEenDEEV6+Cq1WBjSbimCVt9mblen3pxWpvl16lMxyPj/1y6V1HZIqy0A7c1Ie/6LTjMQVXsDKs4rhF2VhlVbVpZSLM6kQE/Lk1g2u2mHDkQKJzOkjEEwx0DVMyqeDmFpYtgxtv5O6PHKa7G6ZOVf54xQp45ZU01lm/Hm68UVlvEjmDkurCsXC3iQS15zsXFFyTScLltuuyKI+HxQK//S28733w9a/D5z//+iTX5bITykCKsurwMsqmbJyCK9aiLHIGV11PiN3ZYs4ZBVd/yFQ2UpQ1WJTTzFo6EROT4Gqw6+qZwY0l45rSl5VrE5rJMShWBH0KrjiLsghiKtqiLFbBNYaIqsTZKItySA2ZMtiirAZtuN3ZILiRsTmsbMM3HMSb75pwc6yDPSMkk/KYbXISOYK1a7n7hpe5/WdTuevWwzQ1wQ03KHbllSth48ZTWEMlt/fdB2vXGr7lSZw6yqqL6J+IFuUcUnBBmcMVoeCqMJvhV7+CW2+Fb39bGQc4Gcl1u2wEMjCDqx4cGxU0pczgGpGibBVGRuG4gisqmdlhsRASoeCaLfpTlC1iZnD11wRleAZXsmgMmTojZ3C1KLh6CG5Ch0VZH0GN6kxAFmdRFpOiLJKUip/BTRFR0RblMQXXIIKbWt9ukEKsQlVwM10TlEzKBAMR3FkItzoZ/KOhiTl/m0pyVZNdJ5E7eKZlOnd9+Ai33X8urF/PfffBzTcrD9wXXADPPvsGF0+S25xGaXXRhLQoq59xuaDgArg8DmEKrgqTSanr+vjH4Qc/gI9+VDlYGg+ny5aZGVy7wRZlW2rGN5F88y9Oa13LWFOECByfwRVDmh0Wi5C17AKszopFWX8PrlYFVxXbMq7gmiwkSZKU03vvaeFr4zEhCa62GVwdXbY6ZnAVBVavgqvj+rh+BTeRTBJLJnUruLIsC09RFqrgRo0hisdncI2zKNttFsxmY3+dszWDGwpGSSblHJrBDU3Y+VtgcgY3B/HYY3DbT6crJPXGG2H9ev70JyUQJ5lUUpYfe+wkF06S25xHaXUho4MBwhlQAUVC/YzLGQXX4yCgM2TqZJAkhdx++tMK2f3Qh/6d5LpddgKBCPIbDeoKgOEWZXV9wUnKDquFcDQu7PURmaIMKdVUgIKrV30F1aKsvwdX6z50pShLOtTfsfnd9N57kzO4pwhVVtcieSsqrLYXWk8CMygzvPoUXDE9uoDuFOXo2Do5OoOr1gRZRc/gGlsTFArHMlIRpBLcTKcoq6f2uZOiHMSTN3EV3MkU5dzBFVcolUBjSNmVr7g0DuvXc+ON8OCDyl9deSXccsu4r12/nruvepYrphyYJLc5DHXmvb9zOLsbSRPuvNxScN0eu1CL8nhIkmJT/tKX4Ne/VmZzVR7ictlJJuWxuj+j4HQq/4arvfaioY5ehQUrxCohjQpKfxY9g+uwigmZspvNRHR+j7pncHX02AJjYpkWkqqHHJtT18bl9PZ9ZlqUtczgpk4ONCm4ekKmkgl9M7TJhK5wp+MEV78KrFd5PU4gczRFWbUoG6bgGmdRzkwHrmpRzg7BzZ0Z3NBYhcZEQm/HIC6PA3fexNv76YqLLlIqgVSSe/fdcPvPp3PRfzWMKbnr1sE//6n8/b33KumvKrm9PfQNLrqpOEu7n8SpoLRKcUz0dgxkeSfpwWw24fY6ckbBdXsd+AVblMdDkuAb31BCp373O+X3LB5XenABw7tw1ecD0QT0P9YXPIerHtyLWtdqNmM2SUJUVxBnUVZSlPX9bPRalHUruGblZ5Vpi7Kq4Mbl9F6/nAiZkiTpMkmSDkqS1CRJ0udO8veSJEk/TP39LkmSFp/qtSe9nw4FV4vkHU3GNIdMRXVajKOJ+FhymhYcn8HVvkZYgM15/DoiLcpGzOBOtBRlRcE1nnQGA9mZwVVP7V05kqLsG5mYCm5/x+BkgnKO4bbblL7bT30K7Hblvxsb4ZF90zm/+hDnX2Lj/IVDfOc7sGCBcs0f/yiTd8FSbg99g7vuktiwAUpLs/t9TOL1oc6893dMvKApT74T30guKbjGEVwVd9wB3/oW/OUv8La3gc2qHKwGDJ7DHasJChmXogziZ3zHlGHBc7jCUpRFWZRFhEyZLbpU4OMzuDoVXB09uFEtIVMpoppu0FTWLcqSJJmBnwCXA3OAt0uSNOeEL7scmJ76zweBn6Vx7X/eU8sMblLHDG5S+wyunoAqUN6IYhTcHEhiVolyjqcoi+7BjUTjWMwmLDot3q+HcDhmWELzeKgW5UzXBPl9uWNRTiSSBHxhvAUTj+D2dQxNBkzlIG67DWw2iEYhL08JlhoaAgoKYe4cdu2SObQnjM8HHofyGeXDi92ukNtHHoFzz83u9zCJ10dxZQFwfERgIsGb78I/kiMKrsdB0G/8LCzAZz+ruCn+/nf4nzvrSCbNhDJFcI1WcAWvL9pSDIrLT9QMrsOqv94HRIVMWYjLSeInJpmdIlQnqd4ZXF0pyhprgoC0q4KyTnCB5UCTLMtHZVmOAn8F1p3wNeuA38sKNgEFkiRVnuK1J0FmZ3BjchZTlJMJnQquAIuyoNlZ4RZlwTO46geqaIIbisQMm79V18+ERbk99YBmMmW2HieoWpRzgOAGUvNonglo8z38Wisuz8Qj5qczrrgC1q1TyG1+Pvh8Crnduxe+8hV4fmchb7s6SNeAnfjAEF/kzrFrw2GF3F5zDTz8cBa/iUm8IWx2K4VleRM2STl3FFwHyaRsONFU8clPwk9+Ai++6GH3a9czMGjsfR0GW5TtakqzYIuyU7BFGZRnMKEKriiLsu6QKe0KKoBJkrCZzJoVXD0pymbJhAmTLoKb7rW5MINbDRwb9//bU392Kl9zKtcCIEnSByVJ2ipJ0taYhmF/NZ7aLKX/LSfkhKbrlGuTmq8FiCWTmE3ar1dPiix61kgRXItOYiNiL+MRSyaFrQUQiyeRJDALJnCxeAKrxbhx91gsjtUgdXg8nlu/z/B7nAxquIfNoBTqdBBJJVzancYfKBiBfZubsr2FSYyD1aqQ1OJiWLgQrr4ahoeVgJtLLoH6evjFozUAHBst4PPhr3DiAW9vb8a3PYk04cl34RsOZHsbacPusBIJZYZQvhnsqc//iEEpwyfDRz4CX//6MIMDU/jEx0sIGihmW9WwJgO6agFsqWeEmEClFcCSam8QFTIFyhxuTFCdkc1sHgs41QOLyaR7T+rzakyjggsKh4lpJLiWFBdJpFnXM/7eWq5VOVCS9K416eBOIIbgnowNnOgheb2vOZVrlT+U5V/KsrxUluWlVnv6D/MWSblGS9mwVbIQ13piIpmJpZkcNh42s1nzmxmO24p1RZOn1tD7y20bO70S80Eo6oNrbD2rGVlGeE+c3SbObnMyOOxW4dH/J8ONNyzHajWeSJ8IZyrUKlMn928EV0pFNqKuwmiUVBWyYNXMbG9jEuMQiykK7MAAvPjicbLrdCoBN21tSg/08X8qJRxW5TPPlTIRbNr07+nKd9+tKMMi8B8pz4LXP1Mw2DNCcUVBtreRNgK+MK4cCfdTP/9dGe5Dv/LKYWbP+Rfbtjm54grw+425T0TN6jDIjaU+I4h2k6nPNiIzRqLxOHZBzxqReELIWFw0kdDlhFTXAH3jfrFkQnOuj8oltITmyrJMXE5oujY+loGU3rUJDfO+4yGC4LYDteP+fw3QeYpfcyrXngTpz2CMDTlrIJtWk2XM4qzpWo2lzKAMhetKXTPr8+zD8XqgsF57huB+M5FzGsp6KauNYDLqtFkJR8T1xJ0Ih91qWHfeeLhddmKxBHGBJ7WnAjU92Z8DpNLlsWMym3KmOiMdlNUWTcg5wNMZjz2m2IvdbkW1zc+HefNg+vTjXyMhc/GSASRJosgbJRwzMbfBTyAADQ3K19x7L7z97akU5tuVdGYRUFOej6V8VqLXPxMQ8IUIjIYorZp4AW/+0dxJjPf7wlit5ow7eQLBCBVVe7jrrlFefBEuvRRGRsTfR529NaptIZxyQolePyJ49AxSFZCisloEtW2E4/r3pD6Ha83VSSSTxOWkZoKsWpO1EOSEnERG1hS4q/KudC3HegmuiHfQFmC6JEmNQAfwNuDmE77mEeCjkiT9FVgBjMiy3CVJUt8pXPsfkLUQXFXBTTOmGpTTDq0kVfHL6+m9smj226vXgz4FV0091ptEp64TEtlvJpCMOselAXqd4k6JHXYrSVkmGktgNyBJ2emw0tVrPMFV64GCwSh5GUwRVsOlghlI0HwzSJKEJ8+ZM9UZ6aCsupiD249mexuTOAF33w3BIKxerai4c+bA738PIHOOeTOvJJbz9LZiPvxhuP9+G3OL/exrcXH3Rw7T3DydKVOguRn++lflP1OmKErwI4/A7t0wOgorV2rf35QpcOQItLfDxo1K6vNtt4n67k9/qIdKJdUTL+DNNxxi+rzcmNsPBMK4PHYkDTWReqCGK970Npm6OiVZ+ZJL4IknoFDgmYWanmxUI0IopeDaBR8QGFGvGInFhbVZhGNxIc0dkYQIgquoryaN7+HjBFV7JhBoD9vVeq3WmlYtfG08dCu4sizHgY8CTwL7gftkWd4rSdKtkiTdmvqyx4CjQBPwK+Ajb3Ttm98z/X1qjakGsJmsmkmqTSdBtZnEFEPrWyNF/AQRXBGJdqAowqK60mB83L1gBdcuPkb/39Z3WA1LXhwPtR4omOGZLHeqHsjIDsR04C1wTkgFt7S6kP7OYZI65n8mIRaqInrXXcfJ489+BoGAzPdcd/Dy00FmzVIehtraoK8P9jR7uOvDR3jm1y2wfj1Hj0JJyfE1OzqU/969GwYHlWRmPaipOZ7yvGrVJLlNF/2pcKmJmGDuHw3mjIIb8EWykqSv9r+7XTbe8hYlWXnnTrjwQmW0QBTCBluU1SwL4TWIYwRXzLqyLAtRS1VEBCm4kXhct0U5ktC3hl4FWCWpWoJrVRerJnKssaZVC18bDyHvIFmWH0MhseP/7Ofj/rcM/PepXvum99Ok4GqLqQZlBteX1KbY6LUo281m/DHtBeNjvVkiFFxRFmVRBd6CFVwj4u4B7GrKYCROvkfo0oCiEIcyYVHOUOH9f9w3ZVFW+3CzDU+ea0IquKXVhcSicUb6/RSW6WQ9kxCCZ575d0X0ttvgV/8XgPZ2bnv0Qli7lv37FSL8zDPHr7vtp9O57YZ2uPFG7r7hZQYGprN8OWzeDJEIvPzy8flevQnLd9+tkG9VYb777kmSmw5UBbd0gnVQRyNxIqFYznR+B/zhrCTpBwP/Xo+n/k5dey2sXav8XpaV6b+P0RZldX3RlYJqvaIoi3IskUCWxa0XjsfJd+h35EXicZxWfa+dMserp1VFO0EFiKSu12JR1qP+aq1pzYUZ3CwgfYKrp8NJD0m1mwQouDotzqCPnKqnRXqVV6vJhEmSxMW/i57BNSDuHsb1zxmm4NoyMoM7puAGMq3g5law04RVcKsUBWki1pWcrnjssRPI4vr17A82sP+ZTuXpOYXbblO+9t+wdi133/Ayt/9sKnfdephXX4WvflX5q1hMCaESQW5PVJhvv/0/g6cm8fro6xjEZJImXMiU+hnnzc8NBdfvUyzKmUYwGFFmf8dZcC+7DB59FJqa4PzzoatL/31CKWeUUZV/6vOHETO4ZpM0lqasF2HBdY0RQWpwOB7XRU5BVXD11H6mLMoaFdzoWMiUFotyymasqWpVW01rItsW5Wwg4wquyUJUc8iUvpAou9miS30VYVGWJAm72aJrjlddxyGgLFuFw2IZOz0Usp5qURa45vh1DStwd1iJxY0Pf3KlTrADGVZw7XYLFouJQI5YlCfqDG5JSkHqnSS4uYn16+HGG+G++/6N3L4RnmmZzl0fPsJt958L69ezfbvy55KkzPWuO4VW+Tdc/yQK8113/buaPIk3Rl/nEEXl+ZgzUOUmEupnnCc/VxTcyFjgYCYRDEVxnyS5+aKL4PHHldGBNWuUGXU9MNqirD5/iCKOKsLROA6bVdhsdHgstErM70soFhNjUU4kdM/yKnO82r+vMQVXI0lWhTqbhuv1zP+qVuN0U5SzPoObDWhJox0juEktIVPaFVybAIuyGAVXH/mxW8xCrMUi52ZFloHDuBRlwxRcY6qC1BNfo+dw1XqGYIbreiRJwu1x5NAMrmtiKripkJv+ySTl3IMGcgspBfin0+G++1h3aYhHHpG55hpIJhUr5SOP6CO5/6Ew8zpq8iReF33tgxMyYCrXFNyAPzyWx5BJBIPRsYDFE7FmDTz5JHR3K/+7tVXHfVIuLJdBIVPhaBy7zYLJJDakKxwVQyDH1lMVXFEpyoJCpsSkKOuzKI/N4GqsCdKToqwnZComxzFL5rR7bbXwtfGYkARXm0VZR02QpDdFOaG5IsZm0qngipqfNYshpk6RCq5wi7IxYVCq9dkoAqrO1BhtU3a7sqPggjKHmyszuN58F4HR8IQLa8ov9mBzWCctyrkGjeT237B2LS+7LuIa6+M8/P/WA4o9+ZprlHncSWQPfR2DlE1AgqsquN6CXFFww9kJmQpExtxLJ8PKlYqjYXAQzjsPjmoMqlf//RY9Izu2fiQmNOl4bN1oXKgqLLp2SJRFOZLQT5TDOi3KKkHVXBOU0B8UpWkGV46PiYzpXqcHE5Lg6rEoxzTVBOlTcGVk4rK2h2G7OfszuIAwa7FI1dVuFUeW4fgHqkjSDOMIqIEpyoDhQVPqDG4owwouKEnKuTKD68lzIstyzuznVCFJEqVVhZNduLmGLVv0kdsU+oZtPPykU1kvhYcfVpKXJ5EdyLJMX+fQhAuYguMKricv+wpuPJ4gHIplheAGg5Gxf/teD8uXw7PPgt+vkNxDh9K/z1jIlGEzuHFDAqzCsbhQ4ix6BldoD26upChrDJmK6QiZ0qXgJrUS3DNQwZWR01ZEj1uUtdQEWYhpUH5BX7iVcm/z2KmLFhyfwdVpUTabda8BClEWlqJssRCJiZs7NaomaGxdw2ZwldNloy3KzizN4IISNJUzCm6qNsM3PDFtyn2dkwpuTuEzn9FNbsewdq2y3iRyAqODfqLh2Nh4wERCLim4wdRnfzZmcAPBKC73m9uGFy9WzBjRqGJX3rcvvfuEwsrBsd0AlRWU5wNRVT7joc7gioL6fCiClMqyTCSuf3YWIBpP6Lcox/WmKOtUcHXM0Y6RYw1ENS7HtPXnnokKLkCS9IiNxaQvZCqWjGuyGasnJVqTlO2pHl3tFmf9IVMgTsEVGTIlegZXPTEMTbAZXFUhDhncT2sySTidtozP4IJCcP05opiqtRn+0YkZNDWp4E5iEpmB+rtWMkEVXEmSxmrasrqXVP5CdmZwI7jfRMFVsWABPP+88r/PP1/poj5VhMMx7DYLZkFpxP+xfjRmiP05LCjE6fh64mZwI6ngTb1rJZJJokl95BREpCjrm8E9XhOkneBqV3DTf++dkSFTkP7wsVWHgms1WZGRSWiwGatvpKgOBVe5XhtBHktA1kkq7RaLbpIMYkmpw2ohlkiQEDQLqRagC7coG52i7MxMyBSAy2UjGMi8kurx2gkGcoPgTnQFd7B7mITBiduTmMQklIApOF7RNZHgGwniznNgMmX/MVF172SDbCshU6dOrOfMgQ0bwGZTDBU7dpzadaFwzDB7Mhg3gxsRbFEWOYMbFqQGqzk4QlKUdViU9Sq4MT0EV+8MrgZSntAxngkTmOCmO3ysKrgxDQquKslr69A1p67VruACum3K+lOUxViLRVqUVcU1Iuhh3WI2YTZJwmuCxhTciEEpyvbMzOACuF12ApMKLjAxFdyy6iKSSZmB7uFsb2USkzjtoY4DlNVMPILrHwmNfdZlG2reQXZmcKNjAYunihkzFJLrdsMFF8DmzW9+TShiMME1agY3Gh9roBCynsAZ3LHKIb3hUHExqvKZnKKsRcE9I2dwIX3pWl8PboqkaiHHghTciEaCDKmgqhxJURZpUXYKDoWSJAmHzSrcSmyxmDGbTYaHTBmdogzgctsMt0KfDG6PnXAoRiKe/eTiia3gKlbJSZvyJCZhPPo6hrDaLOSXeLK9lbThGwmOfdZlG4EsWZRjsQTRaBxnmgQXYOpU2LgRCguVztw3SzMPh2NjeRpGIGRYirLYddXnTKcA0ixqnld9fhaj4OqYwU3o68GN6lBw1WutWmZwk3GNM7hnKMHVquBqsyhrJ6nHLcbaSJMYBVc/wRWZoiyKkKonfKLncI0gok6b1cCQqcxZlN0uO4EsWJTVk/ts3PtEHFdwJx7BVfs4J6uCJjEJ49HXMURJVUFO2HzTRU4puGrIVIYV3GDqMPdUZ3BPRH29QnIrKuCSSxRV9/UQChszI6siHI0bM4MruCZIqIIbF6zgCklR1qHg6khBhvEqrB4FN/1r43Ic82RN0Kkj/RlctQdXO8GNaSgdPk6OtSmw6kmLvqogswAFV1yKsrAeXItYBReUkz6RhHlsXbvF8B5cNYXRSGQzZArIiWoem92C3WnFNzLxLMqTCu4kJpE59HUOUjIB528htxRcdTzFlWmCmzpQdWlQcFXU1CjEtq4OLr9cqRM6GQy3KBuVopzLM7iCAqsiwmZwEzprglIWYx0pyiYkTfOweizK8WRcm/J75iq4aVqU9ZBUSTtJVd+IWmuCjiu4ei3K+mdwczFFGRDbhWuzGJJ27LRbCRlkUbbbrEhSZizKbpctKzVBaj1EIEeCpjx5LvwjE0/BdXuduLyOSQV3EpPIAPraBydkBy4oIxi5ouCqAYNud2YtysGgSnD13beyUklXnjYNrroKnnjiP78mbDDBDUVihvXgOgUSZ7EpymLI8nEFV/s6siwTScSx6QqZSu1DYw9uNBnX3KEb1REyFZPjYxwsHWhx3I7HhCW46TJ7EyYkJJ0KbvrXqm9ErQqqzay/5keEgusQmKIsSnF1CJ7BVdc0guDabRbDQqZMJgmH3ZqRkCmX2z72j34m4UrNXuVK0JS3wDkhFVxQAm8mCe4kJmEsEokk/V3DEzJgSpZl/KOhnFJwnS4bZktmH1nVQEURxLqsTOnJnT0b1q2Df/7z3/8+FIoaZlGWZVn4rCxAPJEkFk8ItShH4nEsJhMWAXVJoizKEQEhU3oTkOE4D7BqHHmIJuKaLMagswc3GRvLQUoHZ2zIVLrebEmSsEgWfQRXT0CV1hRlnRZnEBUyZRam4MaSSSHVPkbM4DpsVuEpyqAouEaFTIEyh5uZmiA7wWBUcy+zVqgKbtCf/RlcUOZwJ6KCC0pV0KRFeRKTMBZDvSMkE8kJWREU9EdIJpI5o+AG/JGsJSiDPovyeBQXKxbls86C66+Hv//9+N8pFmVjQqYisTiyjHAFd8xOLJA4h2PiZnqFWZTHCK5+e7GukKlUF68kSZqv12pvjiXjmJAwa5rBTWhScBMa05dVTFiCq5Wo6gmZ0qLg6k5RFqLgirEoRxMJ3cRGPUkTRZZBsIJrE6cw//u6VsMUXCBjCq7bZSOZlIkY+L2c9L5u5eEmdxRc14RVcEuqCicV3ElMwmCoh0glE9CirAboefNzQ8EN+MIZT1CGcRZlpzjiWVgITz8Ny5fDTTfBX/+q/LmRPbiqK81hF6vgHp+XFbfvSCwuZP4WjEhR1v59RnQmIKtraA2YAn0W5ZjGJGRQHLdaZ3DNZyLBjSTSV0/sJgfhRPoPyC6z8sEa0nCt25KyVsa1KU9ui03X9QAem43RqD5i4LUp38doRJ+C5nWk1gnrV+K8ztRaIXGkx+u0M2zAnGee28GQzzhClJ/nZCgDhKuw0A1AX7/P8Hv9231LPEgS9OZIf2tZVSFdbQPEY2I6mDOJxjnVjAz4aTvUle2tTGISpy32vHwIgIbZ1VneSfpoP9oLQFlVQXY3kkJvzwhFJd6M31f9d079d08U8vOVOdyVK+Ed74Df/CZOMBQlz2uMSj3iU56X89xi1x8OpA5CdM4oj8doKILHLuZAYSSsPMt57fr2pz73emza9+WLptawal/DH4uOcQItCMQjuMzarg8lIjjN2l7HcCKC3ZT+tdFkGJuG61RMWIIbTIymfY3X6sEX96d9Xb5V6bAbjgbSvrbIpnwwDkXTvy9AiUO5fiCc/r1VlDrd9If0kZ8yt7KP3oD2fQCUe5XXssen7fX4tz3lpdYa1b+WivJCLz1DPuEW3MpiLz0DPpJJY6y9VWUFdPYMG7L2eNTVFQPQ1tZv+L3Gw+GwUlVbRHNTb0bv+3qYu6SBSCjGkX0d2d5K2lh55WIkSWLDg1uyvZVJTOK0xfMPbmHm4gbKa4uzvZW0sWdLMyaziVkL67K9FRLxJK1H+5gyvTzj925rG6CwwEWeAVZtrxceewzWroUPfMBMT8s8qssLhN8HoLNfeV6uKM4Tum73kPLsVVEgrue5Z9RPeb6Yw4wenx+LyUSxW58ToSegfJ9lLu0HHX3BgO41BiKBMU6gBYPRAMV2bT+r4ZifAmv61yblJP64H681/Z9pID6K26L9PTtxCW48fYLrsWgjuOoPdTiWvmrltNhwmK0MRLQRw0K78ovZr5PgjkYjhOPaLaxlbuU16A3qI5Mqwe0e1a8Auu02PHYbPSPiCG5FgZdoPMGQX+x8ZWVJPtF4gsFRY1TWqvJ8evpGiSf0zza/EepTBLe1dcDQ+5wMjdPKOXq4J+P3PRnmLmkAYM/W5uxuRAOKKwuYf+50Nj60NeOz1JOYxJmA9qYejuw+xprrlmV7K5qwd1sLU+dU4cxwavHJ0HFsgGgkTmMWCG5raz/19SWGre92K2FTy88O0bT9MjY+U2XIfboHlOflqpJ8sesOKeuWF4pT13tH/ZTniVHMu31+yjxuTBpnVlX0BQJ4rDbcOhTcvpDyDF/q1P699YcDFOshuBE/RXZt1w9H/eTb0ie4wXgQGRmvRcu1o7jONIIrIRGIp0+QvBYPfg3XOcw27CYrIzFtJLPY5mEwoo2EWU1mCm1OBiLaiVFp6sSoT4eKqyq4fTmk4AKU5XuEKrgVqQ/q7iGxFtzKEuWXtKt/ROi6KqrLC0gkZXr70z/4SQcul53SUi//n73zDI+jvNrwPdu0Tb0Xq1u25Sb3XnABY0wHQ4CEEiDhIyGFkAAJCQQSSgIJIQ1C7910jHHvvUuWrN571662z/djtcZxbPDOzO7KRvd1+bLBnvd9Je1K88x5znOqg1zBBcgenkhjXQf9IZjDeyIxCREkp8dSuKcq1EeRxLxLp1Bb2kRlYV2ojzLEEGcdGz7YhSAIzL1kcqiP4jcOu4uSAzWMmZwV6qMAHHuoGewKriiKVNe0H3MtBQqDAe74ZQnRSWU89PtI/vpX5fdobOtBrVYRp7DVuqmzF0GABIUquB6PSHNPHwmRyqzX3Nt37J5TDi0WC/EmeZ+7YwJXTgXXZiFOokAFbwU3RoJIBeiWWMH1FRXNGgkVXHcvJrX0hydnpMBVCWpJFmWzJpxep/9iSBAEIrVmuiTajGPDzLRLsDcfu15vklXB9VkafG8wKfgquD6rhlSiDXp0arViAjcxwkzLGSRwm9oD07uakuR9MtvQHBgBfTwZ6XHU1ISggjs8EVGEqvLBYVMeMzmLwt1VZ2QVdPaFE1GpVWz4YHeojzLEEGcdGz/YzehpucQln3kBU+VF9TjsrmMulVBTUdqMWq1iWGbgKqkno6PDgsViJyM98Pu2tHcycf5KLr9c5Gc/g8ceU3b9xrYeEmPCUUscL3Mqmrv6iIswoZUx2/V4Oq39uNweEiMGl8BttvSRaJK3Tmu/BbUgEBUmze4uiiIddqvkCq7N7cTiskuu4HY7LcfaNf2hd6CoGC7h2m9lBVeFWloFV2vG4rbgFv0PhonUmuiSII4BYsJMdEqs4IJX4Eq1OMNXnv82GQLXrNNh1Gpl9+AKgkBCuInmXnnr+EgIkMBt7lJWiPp6XxoCVMFNGejdqQ9CCFN6eizVNe0B6yc+Fdm53if4lYPFpjw5i55OC7WDRHD7Q2RsOBPmjWLDil1npEAfYojBStWReqqLG5h32ZlpTz68y9t2MXqQVHAry5oZlhmHTuEZrt9EdbXXpZQR4AouQENzF2kp4bz5psDVV8OvfgUPPqjc+o1tPccesitJU2fvsXsmJfDdyyUoJHBbFBK4rQpVcOMM0u3SvU47Do9bcg9ux4CGiJVQwXV53PS6rETp/N/7mMD1s4LrEd30u/swqb9tAldQSQuZGvgEW1z+i6soXTjdUgWuTmYFN8wouwcX5FVwwVvFbZFZwQVICg9XtILb2mtRZK4uQLTZgE6jVryCazLoiDDpA1bBjY8xo9GoglLBzcyIw2Zz0hpgO/SJJKZEYTTpqCgbLAI3E+DMtSlfMpmm6jaO7qsO9VGGGOKsYcMHu1GpBGYvmxjqo0ji8O5K0rLjiYpVLjhIDpWlzSEJmKoecCkFsgfXR0NzNymJUWg08Oqr8L3vwW9/C/fdB0o8f2xq7yFZ4YApgObOXhKjlBO4vjwVJUKm+ux2LA4nSTLFsiiKtFgtJMoVuFaL7P5b8OoBKbQPOFClVHB92idKQlCUzzXrbw9uv7sPEfHbV8FVC2osEkKmfJ9gaUFTJrolWpS9FVwLHlGaCIvTm2i3Se+fjTV43xC+FDepJBhNsiu44O3DbepVRuglRppxe0Q6+pQJbxIEgcQoM82dylWFfaTERQSsB1etVpEUHxnUJOVgB00JgjCogqZSM+OIijVTeAYGTQHMvGACGq16KE15iCEUQhRFNry/i/FzRhKdoLygCDQej4eivVWDxp7c091Pa3NPaAKmatowmcKIiVG2b/VEPB6RhpZuUhK9bUZqNbzwAtx8Mzz0kLeaK0fkOpwuWrv6FK/giqJIU1dgKrhKWJSbfGvJrOD2OuzYXK5jbXpSae2XJ3B9Lk6pFdzOgetjJKQo+/KHIrX+7913rAfXv319Lt1vXYqySlBLTlEG6JWQhhypNcsKmfIg0uWQlswbG2aix2k7NijaX7QqNTF6g/wKrlk5gdvc26eINdJnZWlSMEk5MTqcxk7lq5NJcRE0BrDqmZoUSUNLEHpwB55ohypoqrK0eVDYagVBYPSkTAp3V4X6KJIwRxqZvHAMGz/YhUchB8QQQ3ybKTtQQ0NlyxmbnlxT1kJfd/+gsSdXDbh1snJDMyIoIyMOQWYC7zfR0WXB4XD914gglQqefhpuuw3+9Cf42c+ki9zmjl5EEcUruN1WGzaHS9kKbk8fKkEg1ixvrA98FWQqV+D67nmVsCjLCZj6qoIrbY32gTbJGAk2Y197ppQU5V5XLzqVjjA/Z+j6XLrGb13IFGpsHitu0T/B55vD1CdlFq7OjM3joN9t9/tanyWgQ+Ys3A45ScoGk3yBa/RalOWKi8RwM3aXm26b/5/L/1lrIG1P6T7c5i7lK7jJAwI3UOIsJTEqKD24kREGoqKMoRkVNDwRq8VOS1PghfzpMHpyFk11HbQNkvP4y7xLJtPW2EXRzvJQH2WIIc54NnywC7VGxawLJoT6KJLw9d8OlgTlygGBm50XmhFBmUHov60fcF35Krg+VCr4xz/gpz+FJ5+E228HKc8hGwfaopSu4PrauJJjlLUox4Ub0ajlSxOlBK4vWFVOyJRHFGmTW8G1yavg+vSHlDm4voBdKSnKfa4+SSOCfC7db51FWSV4E9usfgZNfWVR9r+C6/vCdkvopfVZAjokBkXF6pWZhdsi06KcaDbR73LR65A3psXXE6FEH66vgqv0qKDW7j7F+np9JMdGYHO46OpVdsauj5TESPosdnr6bAFZ/3gy0mNDkqScPTwJgIqjg8OmPGaK90bwTJyHCzB9yXjCDNohm/IQQ8hEFEU2frCbSeeMJlzhcSzBonBPJTEJ4SQNiwn1UQBvgnJklJGYIPcDd/f009llDfiIIICGgYfSKcdVcH0IAjzxhNem/K9/wa23gtvPjNTGVu/D1ySFBW7zgMBVuoKrVMCUUgLXNxozQUYFt9PWj1sU5fXg2i0IQLTUHly7BZMmDL1a6/e1X/XgSqjgOnuljQgaELjfQouy99j+Bk2ZZfXgDghcCUFTPkuA5ArugECWK3DlVnDjjd5ztMoMmlJyFm6syYhGpVK2ghsVjtsj0tatTNKzj2OzcNsDY1P2/YAMTh9uHNU1bUG3CmfmJABfPdkPNdkjkzGYdBSdoUFTBrOeKYvHsumjPbhd/qfLDzHEEF6O7K6gpa6DuZeeebNvfRTurmLM5KyA23JPl4rSZrJyE4N+npqB9ptgBUypVAJJ8Se/kRcEePhhb+jUc8/BjTeCyw/zYlN7DypBIDFa2YcETQM5JUkKrtvS00eSAgFT4L2/jDLoCdPIS99uOSZwpX+cvnvvBJkW5egw7/2uFDocfZLsyeDVPSoEwrX+i+teiRXcb69FeaCC62/QlFalRa/SS5qF6/Oed0no3/VZAqSO+vFVcOWMCoo3egWuHEHiS5GT24frE7hNPfKDplQqgbhw07H0PSVI9M3CVXhUUHKc14IUqD7c1GMCNxizcGPp7bXR2aVMuNfpYjDqSE6LHjRJymqNmpEFGWdsBRdg/qVT6Grt5eDWo6E+yhBDnLFsWLELbZiGGecXhPookmiu76S1sWvQ9N+63R6qy1tCY0/2JSgHZURQNwmx4Wi1p54lKwjwwAPe0UGvvALXXQdO52mu39ZDQowZjUaZWbU+mrt60ahVxIYr51Zo6Vaugtuk4Axco1aLWaeTvIZP4MqzKFsl99+CN2RKSsAUeC3KEVrTseKiP/S6+o61h/qD1dWLTqVHq5L+eT8zBS4+gSttFm6fDItylwSLcoRWj1pQHWvy9hef575dZgXX7nbR55RuL/ZZNJplCtx488A6Co0KSoo0K25RBmjqUFjgxg6sGyCB6+vhCUYf7rGgqepQBE0lUTlILMrg7VerKmmirycw1vNAM2XRWAymMDa8P2RTHmIIKbjdHjZ+sJupi8diCjeE+jiS8KXBj540OARuQ20HdrsrJAFT1dVt6PVaEhIiv/kfy6S+uet/+m9PxW9+A489Bm+9BVdfDafTLdbU3kNSAEYENXb2khBpRqVSprpudTjpsdlJiFBGMDcrOANXiQRlkCdw22yWY8UuKbTLqOB2Ofsk2ZNBXg+unBm4cKYKXIkWZQCzJjzoFmWVoCJGZ6JT4ixco0aHQa2VNSpIiVm4vjd5q1WemNSp1cSajIoJ3IQIs6IW5cSogQqzwhXccJMesyGMhgAJXKNBR1SEISgVXF9vUmj6cBOor23HZjvNR9gBZvTkTERRpGhvVaiPIokwg47p5xew5dN9OB3SktqHGOLbzOFtpXS29DDvkjMzPRm8Atdo1pM5IinURwFCGzBVU9POsGExiom3r6Ohueuk/ben4q674K9/hfffhyuuAPs3ZHU2tvUoHjAF3h5cRUcE+WbgKtiDq1QFV461GBSq4NotkgOmwJsBJCVgCry6R0qCstPjpN/d7/eIIACLuwejhN7d4zkjBa5aokUZIEJjljQmSK/WoVNpJQlcgOgwk+QKLniruG1yLMo+gSsjaMqs02HQaGjuk9+bmhRuprlXmR7XhAizohblcEMYJr3uWEqgkiTFhdMUoB5c8PbhBqMHNy7WjMkYRlWIKriiCFXlLUHf+2SMGJ+ORqs+Y8cFgdem3NtpYd+GI6E+yhBDnHFsWLELvSmMqYvHhvookjm8u4r8SRmoFUiwVYKK0mZUaoH0zPig711d3U5GeuD7b/ttDjq6rKQmRfl13U9+4g2d+vhjuPhi6D+Fecjl9tDa2af4iCDwpigrKXB9LryESPmi1Ol2026xkqSAwG2xWGQFTIH3vluv1mDSSrfbttsski3KbtFDl8MqvQfXYZE1A1eaRbkHk0aeg2JwfCfzGwG9yuh3ijJ4K7hSxgQJgkCU1kynxKCoWJ2ZDokVXIDYMKNsizLIq+AKgkCCyUyLzAoufDULVwkSI81YHU76FBg7BN6PMzHKTHOn8qOCUuIiAzwLNzgCVxAE0kOUpOyzrFWWDg6bst6gI3d0KoV7ztw+3Inn5GOONLLxg92hPsoQQ5xRuJwutnyyl+nnjUdv8m/W42Chp9NCTVnzoLEng/f7e1p6HLoweSFB/mK12mlp7Qla/y3874ig0+GHP/SGTq1aBcuWwck6x1o6enF7RMUruB6PSEt3n7IV3B7lKritfRZE5Ccoi6JIq1UZi3K80SQ5LM3mctLnckiu4HY7rHgQpffgOvuIkiBSfW5ZSSFTrl5ZAVNwxgpc72wkKRblcK1ZkkUZIFJrklzBjVGigitH4BrlC1zw9uG2KFDBTQw309SrTIU0UKOClLYoAyTFhtPYHshZuJE0t/XiCkIibkZGLNU1wa/gJqZEYTDqBk2SMsDoSZmUHKjFYR8ctml/0eo0zFw2ga2f7sMxSKzfQwxxJrB/Uwnd7X3Mu+TMTU/2tVcMlvm34LUoh8SeXNsBBC9BGaQJXICbboKXXoL16+H88+HEWyqfW0xpgdvea8Hl9ig+IghQJGSqSaERQX0OB1anU34FV+4MXLu3PTFW8ogg7+cjRkIF2OVx0+uyEiWh+nusgitlTJC7R9aIIDiDBa5JEy7JomzWmLF77Dg8/octRenMdDslJiHrzHTapacYx+hNslKUo8IMaASVMgJX5jxd8H7j6eq3Yfcn7/5Ua/kErpJJylHhAbEoJ8dFYul30GtVptp8IimJkXg8Is1typ/9RNLT4+josNDbG/i5u8ejUglk5SYOmlm44J2H63K6OXqwLtRHkcz8S6dg7bOxa83hUB9liCHOGDas2IUpwsCkhaNDfRTJHN5ViUarJm9cWqiPAkBfr43mxm6yQxAw5RsRFJQZuANuK396cE/ku9+F11+HrVvhvPOg+7gIDl/eh9IC13dvpOiIoO4+wvVhmMKk23h9KDYD1yp/RJBvHXkJyt5zSK3g+tyjsRL6aHsGNE+kpBm43q+Dvz24To8Dh8f27ezBBTCqIyQJXF+pXNKoIK2ZLoc04RAdZsLmcWJ1S0sxjtOb6LBb8UgUyCpBIM5glC1OE0xmWmTOwQVlZ+EmRgamgtvRa8XhVDZ0J/BJylFAcGbhZmZ4bwBCUcXNGp5AZVlz0Ofwnor8iZkAZ7RNefzsEUTGhbNxxVCa8hBDnA4Ou5Otn+5jxtICdGHaUB9HMoV7qsgbN2zQfAw+d07W8OAL3KrqdjQaFakp0QHfq6G5G7MxjAizXtY6V10Fb78Nu3fD4sXQ2en9/74KbmKMcpVW+ErgJircg6tkgjLIF7jNfQNV5RBXcH35O7ESBa6cCm7XgFaSJHAH2kjD/bzW6vLNwP3WVnAjsLqljAnyviGljgqSXMEd8L53SJ2FG2bCLYp0OaSPIvHNwpVDgsmE1emk73Ty6b+GJAUFrs/SomiS8sA37uYuZftwk+O9VqRAJSn7wiqCMSoofSCEIzRJykn09dpobQ5cP7M/RESbSM9NPKPn4ao1auZcOJHtqw5iswTGYTDEEGcTe9YWYunpZ/6lZ256sq3fQenhusFlTx7IV8gOgcCtqWkjLS0mKGFb9U3eEUFSezOP57LLvMnKBw7AggXQ1uZNUI6PMqHTKtvH3DSQT6JoyFR3n6IJymEaNVEGeQ8OWo5VcKWLU6fHTae9X1YSs2IVXAk9uD6BGyWh+usTuP5WcC0D2u5ba1H2VXD9reD4vOA9EgRupM6MzeOg3+3/zZ8vvazNLq0C7Htht/ZLF1zxBpOs6wESB6wacqu4SlZw9VoNkQa9ohblZN8sXIVtyj6rUENbYEb5xEWb0WnV1AVB4CYlRhIWpqGyqjXge52IL2iqvKQp6HufijGTMynaU31Gj9qZd+kU7FYHmz/ZG+qjDDHEoGfN29uJiDFRMHdkqI8imSP7qnG7PIyenBnqoxyj/GgT4ZEGYuOVrTyeDlXVbaQPC7w9GbwzcJMVnLW7bBl89BEUF8M550BZhY2kAIwIaurs8d53GeUJyONp7ulVJEEZoKnHOyJI7oMD332uHIHb1u/tn42TOQMXkJyi3GHvQyOoCdf4//XqHgjWlTIHt9fZh1FtPDb55nSxurz3x9/akKlIXSwu0eF3FTda57WddDg6/d4zISwKgBab/9emGLzXNvR3+X0tQKrR+02w3ipdGA0Lj6Kmp0uWrTM9MgqAyi7/PwfHkxYViUoQKG/rkLWOj6z4aMqalaskZiZ4XyfljcpWJyNNemIijJTVBsbWq1IJ5GTGc6Q08MJPpRIYkZfMwUO1Ad/rRIaPTCZMr2XPjvKg730qpi3Ix9pnY8faM3fUzujpuWSPSePlRz4aCpsaYoivoXhPBZs/3svSG+ahUbhCFkzWfLAXgymMcVNzQn0UwJtcu2d7OaPHpytS2fSH1tYeGhq6yB+VEvC9enr7qW3oZHh2gqLrnncefPIJlJeLvPvPucQbkxVdH6C8qZ3MxBjFvj7d/TZaeixkxiljC69o7yAjWv5alZ2dROv1hOukp6NX93jvldPDoySvUWvpIibMiEEjrYWg3tpJskGaU6DZ5r1Hjx/QP/7Q4eggRhfj93VdTu99d6ROXtDbGStwo7XebwodDv+CZmJ00ahQ0Wrzv+qUYvB+shv6/RcnacYYVAhUW6QJm8xw75u1sle6IMyJjKHX6aBFhk05N8b7Yi1tlyf89FoNGTFRHG1VRkCOTEmguLEVj0eZnsyEKDPRZgPFdcrOWhUEgVFZiRRVBk6ATsgfRlFpI/YgJPpOmpRJWVkz3d3WgO91PLowDROnZbNj09FB04c7ae4I4pIiWfn2jlAfRTIqlYofPLicltp23v/36lAfZ4ghBiWiKPLvX79NdEIEV92xJNTHkUxfTz+bPz/IORcWoDfKD/dRgorSZlqbe5gxNy/oe+8ZSJOeFIRxSQeO1APen9dKs3AhvPJGH7Y+Ey//ZQZ1CmYfiqJISV0rI9OUm09c3OC9Hx+VIl/suzweyto6GJEgvwpf2tFObkysLCFf3u29Z8+O9F/o+ajq7SDTLP36aks76SZpn48GWztRWjNGCdXfVnsr8WH+i9RORzMqVERqv6UCNybMa1Hs9FPgqgU1sWGxtNiDK3B1ag3JhihqLNIEXXSYkSidgcpe6YIwZ+ANVt4lfY2IMD1JJjNlHfKF6Yj4OEpalLG3jkqJx2J3UNepjPVXEARGpMVTXKe8/XZUZiJVDR1YbfL6mE/F+Pw0nC43RWWBr+JOnpiFKMLefdUB3+tEps/Jo6Wpm4pBMg9XrVZx7hVT2Lu5lOY6ZZwJoWD8nJHMXFrAW3/5jPYgWN2HGOJMY/37uyjeXcGNv7kUg8yAoFCy7qN92G1Ollw1LdRHOcb2jSUATJ0VGoEbHW0iO0s58XYq9hfVotOqGTU8KSDrRyQ3MGLxe/R2a5k7F6qqlFm3pauPzr5+RqYpV3kubvTeZ41Mlv95r2rvxOl2k5cgTxyJokhZRwfDY+WtU97VjkGjJdkk3W5b1ddBVrg0gSuKItWWdjJM0j6Ohv62Y9rH331b7K3Eh/n/Ne1wNBOpi/fb2nwiZ6zAjdZJE7gACWHxtNn9F6nhGiNmjYGGfmniLt0UK1ngAmSao6nqlW4NzonyPsHxPVGSSm5MLEeVELgJcdR2dmN1yK80+r4xHmlQruI6IjWe8qZ2nArPlM3PSsIjipRUK1sd9jFuVCqCAPsLA28dzstLwmwOY08I0oN9N0A7Nh0N+t6n4twrvGEzX7x7ZicR33z/FTgdLl56+MNQH2WIIQYVNqud53//Hjljh7Ho6hmhPo5kRFFk5Vs7yMlPYfiYwTEeCGD7pqOMHJNKTJxyI2hOB49HZO/eKiZNzAyKNXp/UR35ecmKB0D5OFLRRExKC6u+EOnshHnzoFyBjp6Seq8YHaFoBbeF+HATceHyU5RLWr339iMS5J2v1Wqh225jeIz0yilAWXcH2ZHRqCS+pixOB839fWRKFLht9j763Q7pFVyJArfX1YvD4yBBgsDtdDQTo5MfMHfGClydSo9JE+m3RRkgLixOUgVXEASS9bGSKrgAGQMCV6qlMjM8VlYFN8loxqjRUt4lU+DGxlLe0S55ZJGPvIQ4RKBUAZvy8MQ41CrhmNVFCUamJeB0ualoUrYaNyrL+8YtqgxM5THcpCc3M4H9RYGfyapWq5hQkMHuPVVBtwrHxJkZOSaV7YNI4CamRjNpTh6r3t2NW+EHI8EkJTuBi29dyJevb6X0QPCr80MMMVh5759f0lrfyQ//cBUq1Rl7C8XRQ3VUFDeyZPngqd62t/VytKiBaXOCX72tqGihs8vKpIGRb4HEYrVTWtkSEHuyj6LKZoanxzNjhpq1a8FigblzoaRE3rrFdS0IAuSlKihwG1sVsScDHG1pQy0I5MTK68EtHSji5MbIszqXd3WQEyl9jeo+7/2n1Aqury0yQ4LAdbidtNm7JQlcn8aSYlHucDQTrZP/ejhzvzsDMbpESQI3ISyeXlcvNrfN72tTDfE02KQJ3HRTLH0u+7HIbn/JDI+mqb+Xfpe0iqcgCORExVAhs4KbFxNLv8tFQ6+8ES0jBiwkStiUw7QachJij1ldlMBnwVG6Dzc20kRiTDhHqgJnIS7IT+NwSQNOZ+BF1qSJWbS09lAbAlvutDl5lBTW09Gm7DgnOSxZPpX25m52b5R5JxFirrlzKRGxZp75zduDps95iCFCSVtjJ2//bSWzL5rI2JnBF2FKsvLtHYQZtJxzUUGoj3KMnZtLAZg+Z0TQ99490H87MQgC92BxPR6PSMHowAhcj0ekuLqZ/IGH6RMmwLp14HJ5K7lFRdLXLq5tZVhcFCa9Mj3bdqeL8pZ2RqYoI5hLWtrIio1Gp5FXGfflzOTFSLco21xO6vu6yY2SXgX25e5I7cH1uUalVHAbbR2IiJIEri/nKF7v39fV7u7H4ur+dldwwStwO+3+C1yfJ7xVgk052RBLs60Dl8d/4eDzwEsNmsoK975AfU90pJATGUt5t7yKqe+J1lGZQVNpUZEYtVqOtiqTKDwyOV5Ri3J6QhR6neaYJUdJRmUlciRAFVzwCly7w0VxeRD6cAfmJ+7ZUxXwvU7EdyO0Y/PgqeJOW5BPdJyZlW/vDPVRZGGKMPK9uy/i0LZStgyNDRpiCF586AM8Lg83/+6KUB9FFv0WOxs+2c/cpeMxhRtCfZxjbN9YQmJyJFm5yiYLnw579lSSkRFHfFzgRxPtL6xDo1ExOk/5hGOA6qYOrDYnozK/6u8dOxbWrweVCubPh4MHpa1dUt+iqD25tLkNt0dUpP8WvBVcufZk8FZwI8P0xBmNkteo7OlERF7AlE/gZoRLq0hXW9rRqTQkGfwfR9XQ7733lSRwHd77+jidf8K6y+m9h48OtcAVBCFGEIQvBUEoHfj9f74CgiAMEwRhnSAIRwRBKBQE4SfH/d39giDUC4Kwf+DXUn/2j9Yl0u1swy36N3cy4ZjAlRY05RY9tNj974X1PUGR2oebafZ+emX14UbGUNfXI7kKDDB8QODKDZpSCQLD42M52qJcknJrr4W2Xukp0cejVqnIS4mnROEKLnj7cGubu+ix+O8iOB3G53t7qoJhU05JjiI5OYo9e4Pfh5uVm0BicuSgsilrtGoWXz6FneuLaW8OzLzjYLHkutlk5qfy7P3vDY0NGuJbTcneKla/tY1Lb1tEUoa84JlQs+HT/fRbHJw/iMKl7DYn+3ZWMG1OXtDHAzkcLg4drguKPRngwJE6RuUkoQ+TNvblm/A9PB+V/d8iYdQo2LABwsK8c3L3+vncssdqo769JyABU0pYlPvsduq6e2QHTIH3/nZ4rMwE5YF2QDkW5aq+DpIM4Rg10irmNZZ20ozRqAX/5V7jQN5Qit7/87faWonSRhKm9m/EUsdA0XIwVHDvBtaIojgcWDPw3yfiAu4URXEUMB24XRCE/OP+/i+iKBYM/PrMn82jdYl48NDt8K8C6POEBztJOdkQiUZQUy1V4A548GUlKQ9YJeTYlCP1ehJMpmM9CnLIS4ijuKVVEQvkqAGLi5I25RFp8ZTUKTd+yIfPOhSoKm5UhJGsYbHsLwrOjNrJEzPZf6AGV5D7TgVBYNqcPPbtKMc+iATYeVdOxeP2sOq93aE+iizUGjU/eGg5TdVtfPDMmlAfZ4ghQoIoijz9m7e8Y4F+en6ojyOblW/tJGN4IiML0kN9lGPs21WJ3e4KiT350OE6HA4Xk4MwHqjf5uBIWdOxh9CBoLCiCUOYlszk/60cDh8OGzdCeDgsWAA7/Jhq53OzKSlwjzS0YgrTkRbtf4XxRHxjJ0fEy+ubFUWR0o72Y8UcqZR3tyMAWZHS+4GrejskB0yB1zEqNUG5vr8Nk1pPhNb/8K8WeytxEhOUYRBUcIGLgZcG/vwScMmJ/0AUxUZRFPcO/LkXOAKkytwX+Erh+9uHa9KYMKgNkpKU5QhcjUpNmjFacgXXrA0jXm+iSqZFGZAfNBUTq4jAHZEQR1e/jdY++VXXQCQpj05PpM/moKZVetX8ZORnJSEIcKi8QdF1j2d8fhqHihtwuT0B28PHpEmZWK0OiosbA77XiUyfMwK73cW+XcGvIJ+KlIxYxs/IZdU7u/B4Av/5DyQT5o5i+pLxvPnEZ3Sc4RXpIYaQwsYPdlO0s5zr771kUFl6pVBZ3EjJwVqWLJ8W9Erp17F9YwlGk46xEzOCvveePZVoNCrGjwtc6JOPwqONuN2egPXfAhwqbyQ/Own1KULQsrK8ldzYWFi8GDZvPr11C6sHKsPDFKzgNrQwMjkelUr+a/Foy0CCcqI8i3Jbv5Uum012wFRZVwep5kgMGumVejkzcN2ihzprp+wEZSnfJ9rsbSRImoHbQpjKgFEtv1VArsBNFEWxEbxCFvjaV70gCJnABOD4Z0Y/EgThoCAIz5/M4vx1xBwbFeSfoBEEgfiwOFps/lf6YnURhKm0kkcFZZhiJffggrcP1+fJl0JmRDQC8iq44LUpl3VIT4T24QuaOqpAknKEQU9qdAQlClZw89O9r7HCGmUrrWZjGNmpsRwqC5wgnDB6GNZ+B2WVgRlH9F97FWSiUgnsDsG4oLETMzAYdezYNLhCnZYsn0pTXQf7t5aF+iiyueWBK3DYnbw8NDZoiG8Z9n4Hzz3gHQu0+DszQ30c2Xz+9g60Og0LL5kY6qMcw+MR2bH5KJOm56LTBWZsztexe08lo/NTMRiUCU76OvYX1qJSCYwdkRKQ9W12J6W1rYzN+fr+3owMbyU3ORmWLPH2534TRTXNJMdEEBMuvS/1eNweDyVNbcfcd3IpaWnDHKYjJUKeOPIFTMmt4FZ0dxxzTUqhy95Pp6NfcoJyU383Do9LUoIyQINN2oggl8dFu6ND8gzcaF2iIg/fvlHgCoKwWhCEwyf5dbE/GwmCYAbeA34qiqIvfvdfQA5QADQCj3/N9bcKgrBbEITdra1eAROhjUEtaCQlKceHxUvqwRUEgWRDnORRQemmWGotHXhEaVWdTHO0LIGr12gYFh4lO2hqeEwsVqeThr5eWevkxSuXpAzePo4jCo4Kyk6KRa/VKC5wAcbmpHC4vFFx+7OPYPbhhofryctLOpZEGUx0Og2TZ+SyY3NpwD6XUpi5eAwR0cYzPmwKIDUnkYtuXsAXr22h/FBwbO9DDDEYeP9fX9JS18GtDy5HrT6jczmx25ys+3Afs84bQ3iUMiJFCcqKG+lo6wvJeKDOTgtl5S1Mmhh4ezLA/iN15GUlYDL615t4uhRVNeN2exib+80COjXVW8nNyIClS2H16q//94U1TYxOl28d9VHT3kW/w8nIZGUqwiUtbeTFy+ubha/yZeQIXI8oUt7dQY6MgCmfW1OqRblaRoKy2+Om2dZBsgSB2+5oR0SUNCKoU6ERQXAaAlcUxUWiKI45ya8PgWZBEJIBBn4/aalIEAQtXnH7miiK7x+3drMoim5RFD3Af4CpX3OOZ0RRnCyK4uT4eO9TAZWgJkobT6fD/6TY+LA4Wu1tkiqQKfpYGiXPwo3D7nHRbJM2YiczPJYOu5Ueh/RwopzIGMoUsCjDV0+6pBJtNJBgNlHSolyScnV7Jxa7Q5H1NGoVI4clUBQIgZubTK/VTrXCc3Z9xEWbSUuODl4f7qQsiosb6AtQcNbXMW1OHu2tvZSFwCJ9KnRhGhZeMoltqwvpah88Y4ykcs0vLiA82si/f/3W0NigIb4VtDd28daTK5m1bALjZwe/N1RpNq88SF9P/6AKlwLYtrEElUpg6qzhQd977z7vnO9JkzIDvpfd4aLoaGNA+28PlXnbnr6pgusjKclbvR0+HJYtg89OkYTTZemnvr2H0RnKCVxfMUKJEUGiKHK0te1Y0UQOpR3tRISFkWDyv/fUR5PFO9JTjsD1FbOkVnB97ZBSenBb7J24RQ+pUhKUB9o//a3giqJIp6NZkYApkG9R/gi4fuDP1wP/418TvI9SngOOiKL4xAl/d/w78FLgsL8HiJYxC9cpOul2+t9TlmKIo8HWLqkKmyEzSdn3Qq+SUcX1zcL1yLhJVSpJGbw2ZeWSlOMRRTjapIxgBq9Nubi2RfFe1rE53iesgbQpF+SnceBIfVAqm5MmZuLxiOzfXxPwvU5k6qzhqFQC2wehTdnldLN6xZ5QH0U25kgj37v7Yg5tPcrWz/aH+jhDDBFwXvzjB7idbr7/u8tDfRRFWPnWTlIz4xg7NTvUR/kvdmw6yqhxw4gMQVV5z95KrwNpeNI3/2OZHCltxOF0MyGQ/bdljQxLjCLKj17x+HhYuxZGj4ZLLoEPT9KJ4nvIP3qYcgK3uLEFjVpFToI8KzBAc28fPTa7MiOC2r0BU7ISlAfaAHOiZCQo93agEgSGmaSOCGrDqNYRF2b2+9r6gSJeskFCgvKAOzbBzxm4fa4unKKDGJ0y70W5AvcRYLEgCKXA4oH/RhCEFEEQfM+BZgHfBRacZBzQY4IgHBIE4SBwDvAzfw8QrUvwuwcXOJbuJTVJ2eFx0uHwvwrrswrITVKWFzQVg83toqFPWhUZINpgIM5oVCxJuaytHZcCYTy+qHmlg6ZsTheVzcpWWtOTookwhR174hoICvLT6O2zUVGjnOA/FfmjUtHrtSGZhxsZZWTU2DR2DKJxQQDpuYnkT8pk5ds7zoqq5/nfm0PGyBSe/d07OOyDJ7V6iCGUpnR/NV++sZVLfrCQlKzgz2VVmpqyZg7vruS8K6cOqnCplqZuyo82MT0E9mRRFNmzt4oJBRlBsZ/vP1KHIMC4UYGp4IqiyOHyxtOyJ59IbCysWQMTJsAVV8C77/733/vatEYpaFE+0tBKbkIsOo1a9lrFAy7APAXEcllHuwIBU957Y7kV3DRjJDq1tM9PjaWddJM0oe4bESSlgttib0UjaIjSRvl13VcJykGyKH8doii2i6K4UBTF4QO/dwz8/wZRFJcO/HmzKIqCKIrjThwHJIrid0VRHDvwdxf5Aqv8IUaXiNXdi83tXwrvV7NwpScp10uwKcfrw9GrtZIruBlmb0iUnD7cY0nKCgRNybUog7cP1+F2U9UhP6k4McJMtMlAsYJ9uL6ek8Jq/63wX4dKJTAmJ5mDAa7gAkGxKWu1agrGp4ckaApg+twRlJU00dI0uJJ+lyyfSn1lG4d2VoT6KLLxjQ1qrGrjw2fWhvo4QwwREERR5N+/eYuo+HCu/vnSb77gDOCLd3ai1qhYdNmkUB/lv/A9lAyFwK2paae1tTdo82/3F9aRnR5PhFkfkPUbWrvp6LGetj35RKKi4MsvYdo0uPpqeP31r/6usLqZjIRowg3K9A6LokhxQ4si82/hqwRluRblNquVDlu/AiOCOgjX6og3SLc5V/XJGxFUY2mXHDBV39+GTqUlRhfh97Wt9jbiwmJR+Tl7t9Oh3AxckF/BDTlfjQryr2IXGxaLgCApaCploGTfKCFJWSWoSDfGSE5SDlNrSDFGyrYog/wk5Vylk5QV6MMVBIGRyfEUNypXwU2Pj8as1wUsaKqyoZ3eAPWtJiVEkhQfEZSgKfDalOsbOmlq6grKfsfju0HasXlwVXHnnD8OU7j+rAibApg4P59p547jjcc/patVugtkiCEGK5s+2kPh9jKuv+fMHwsE4LC7WL1iD9MXjiY6Tv74DSXZvukoKcNiGJYpv3fSX/YMhCJOCsL8W5fLzeGSeiaMDmT/rfdhuZQKro+ICFi5EubMgeuug5cGBoEqHTDV2muhw9J/bLyjXI62tpEcEU6kQd7DAyUCpsCXoCzd5iyKoqwZuE6Pi4b+Lskjghr720jR+y9SAVptrZITlAGiBkMFdzAQfWxUkH/iQ6fSEq2LkiRwE8KiUQsqSRVcgHRTnOQKLnj7cOVUcGP1RiJ1+mMWCqkMj4mlz+mgUWaScm5cDGpBULQP92hTO063W5H1VCqB/PTEwAjcXO+T1sMVylaHj2d8fhoHiuqCYpH13SiEIk15WGYcyWnRg86mrDfoWHDxRDavPERvlzXUx1GEmx+4ArvNwcuPfBTqowwxhKI4bE6evf89skance61s0J9HEXYtvowPZ3WQRcu1W91cGB3JdPn5IXENr17byUpKVGkJEcFfK/iimZsdldgA6bKGzDqteSkyRNnZjN8+iksXAg33giP/81Ga7dF4YApbxFCyRFBSgVMAQyPlVnB7WqXZU9us1mwuBySA6bqrd6QKCkBU/DVDFwptNpbj7lk/aHT0UyENgatSplxXWe8wI2RKHAB4gaSlP1FrVKTqI+RnKScboql3tqJyyNNgGWGx1DZ1yFZsAiCQE5UjCIWZYCyDnnr6DQaMmOjlRsVlJyA0+2mokW5ntn89ESO1rficLoUWxMgPzsJQSCgfbgT8ofR2W2lpj4wac3Hk5EeS1xceEj6cAVBYPqcPPbvqqTfqkyKtlIsWT4Vp8PF2g/3hvooijBseBIXff8cVr6yiYrC4LgDhhgiGLz/79W01Lbzw4fO/LFAPla+vZPEtGgmzMoN9VH+iz3by3E63SEZD+RyuTlwoDZo44EODLioCgKaoNxIflYSapX8163RCB9/7J2R+4uf6Gk7OJ58BSu4xY3e+70RClRwnW43FW0divTflra3YdbpSDT5H8zko89hp8naJytgylfEyjQHf0SQR/TQaGuXNCLI4rJicVuJkzQiqIVorXKvsTP+u7dBY0avNklOUpZSwQVv47XUWbgZplhcooeG/i5J12eGx9DntNNul14NyomMlT8Ld+AJlyJBU/FxlLQqNCpo4Img7xuoEoxOT8Tl9lDaqGxYk9kQRk5aHIfKA9eH63tivC8INmVBEJg0MZN9+6pwK5w6fTpMnzsCp9PN3h3lQd/768gelULeuGGsfHvnWRE2BXDNXcswRRp55r63z5qPaYhvN+1NXbz1l8+YubSA8XNGhvo4itBQ3c7+rWWcd8VUVAoIHyXZvuko5nA9YwrSg7530ZEG+vsdQey/rSUjNYboSOk9mV9Hv91JaW0r42TYk09Er4cVK2Dc9HbqNy7gy/eUS5o+0tDCsJhIzHr5Pb2V7Z04PZ5j7W5yKOvokJ2g7Gv/U2IGbla4NJH81Ygg/6/vcPRg9zglBUy1+RKUJVqUY8KGBO5/ESNxVFB8WDydji6cHv/TQJP1XoEr5cZOdpKyWYFRQZExtFgt9DrskteIMRiJNRgobZcv+kYmxFHX1UOfAvNrM+OiMWg1iiYp5x8LmgpMH+7h8saAjfJJS44iNtrE/sJgzcPNpKfXRlmZ8p+rb2JMQTomcxjbB5lNGbxV3KqjTRSHYIxSIAiPMvHduy9i/8Zitq88EOrjDDGEbF56+EOcDhc3339FqI+iGKve3YlKJbD48smhPsp/4XZ72LnlKJNn5qJRIEXXX/bsqUSlEpg4ISPge7ndHg4W11MQwPFARRVNuD3isbYnpQgLgxnXbCJ1TDW/+qWaRx5RZt3ihlblAqYGiiOKjAjqaJPdf1s2IHCzZSYo61RqUoz+hzyBV19Eag1E6vwfvdUwkC8kZUSQbzKNvz24Lo+THmf7sbZTJTh7BK7d/x7G+LB4RERJVdxUQxwWt40uZ5/f1/o88VV90iqMPk9+eY90YZk7EDRVKrsPN44SBQSu78lbsQI2ZbVKRV5SPIX1ygmslJgIos0GDlYqX2kdNzwFS7+DslrlKs7HIwgCBfnD2Hu4JihV1YkTMgHYtqMs4HudiEajZsqs4WzfWILDoaydXC7zLhiPwaTjg5c2h/ooinHB9XNJH5HM3+58ldrSwLkQhhgi0Kx+axtfvr6Vi29ZQEr2mT8WCKDfYueLd3YxZf5I4pIiQ32c/+Lw/hq6O60hSU8G2L6znBF5yZgDlGh8PMXlzVisjoD23+4/Wg/AaIkJyqfC7fFwpK6Rm+46yjXXwD33wO9/D3JMO11WG7Ud3YoJ3CPNrWhVKrJipc2L9dFqtdDe36/IiCC1IJARESV5jYredtLN0ZLt5lV9bZL7b+us3ntRqSOCAOL9tCh3OloQEYlRKGAKzhKBmxA2jA5HEw6Pf0m0aQavlaPWWu/3nllm77Xlff5fGxNmIkEfwZFuaX2X6eZozNowCjulBxONjfNaTQ60yrspHZeURFFrCzaXvJmYBWnez+fuGv8/nydjcnYqB2ubsChQEQavSJyWl8624mrFK63TRmcgCLBxf+BstXOn5dLRZeVgsTKf368jOtpEQUE6X355OGBV6a/j3AsL6OnuZ9PqoqDv/XUYzXouuX4OGz89QMnB4FTTA41ao+be534AwF0X/ZmqI4F/fQ0xhNJ8/somHv/RixTMHcl3774o1MdRjHef3UBXex9X37Yw1Ef5Hz5+dxfmCD0z5gXfCl5Z2UppaTPnnDMqKPut3VqMRqNi+oTA9ftu3F/OmJxkoszKpn4X1TTTbbUxI38YL78M118Pv/sd/OY30kXuzgrvz7/JWamKnHFXTT1jUxIlz4v1sa/Re09ekCTvIcH+1kZGxsQTptZIXuNwRyP5UdKqmR7RQ3FPAyMipH0c5X31GNVhJOr9r0DXWuuI0UVj1PhXOW6yVQOQEKZcu8JZIXCTDVmIiDTb/LP+pRhSUAtqaq3+32zmmr1vzLJeaX2NoyNTKeyWdjOoEgTGRCdxsEO6OE0yhZNsCmdvi7xwoynJqTg9Hg42y6uWxhgNDI+PZWeNMn2iM3LTcbk97K1S7oZ79uhM2nutlNQrZ30GiIsyMTYnhQ17AydwZ07KRh+mYc2W4oDtcTxLzh1HY1M3hw4FX8hNmJJNWkYsHw7CsTxX3DKPqFgzzz7yyVnTt5o5MoXHPrwTlUrFry55nIrDZ4d4H+LbwcfPr+fJn73CpAX53P/q7eiNysz5DDXtzd2899wG5l4wnpEh6HH9Olqbe9iy7ghLLpqAXq8N+v4rvziIWq1i0YLRAd/L4xFZt/Uo0wqyAjb/trm9lyOVzcybmKP42puLqlAJAjNGZaBWw/PPwy23wB//CL/8pTSRu72sBqNOy9hh8nt6LQ4HhxqamJIuvzq+u6EenVrN2ATpNlm3x8OB1kYmxEvvhW7p76Wpv5dxMdLWqLG00+eyMzpK2gOEsr46csypkkYE1VprSTf6//2myVaFCjUJeuVs/GeFwE0yZALQ2F/l13ValZZkfTI1Vv974sK1RpL0MZRJqOAC5EemUG1pp8fZL+n6sTHJFHc3Y3dLt2FOiE9hv8wK7sTkgcprg3whOTU9jb21DYqM95mQkYpOo2ZbmXL9jjNHZQKwubBKsTV9zJuYQ0l1C41tgZkratDrmDU5h/XbjuIKgk157pwRGI06Vn5xMOB7nYhKJXDR8qmUFNZTXDi4KopGs57r7ljM4V2V7Fg7uCrMchg2PJk/f3wXOr2WX17yOEf3VYX6SEMM8Y2s+Pdq/vHL15m+ZDy/ffn/CDMoM55iMPDKk6twuzzceOf5oT7K//DZ+7sRPSIXXjEl6Hu7XG5WrylkxvRcoqL870/0l0Ml9bS097JwduAq1Rv3eR+Oz5+ofEr25sJKxmQmEWXyVoZVKvj3v+H22+HPf4af/tR/kbutrIYp2WloZVZcAfbVNeIWRaZlyBdGexobGJuQSJhGeuW1vLuDPqeDiQnSBe6hgeLV2BhpFdjCrgG7eqT/Z3CLHir6Gsg1+//AwOFx0tDfyDCj/9c29lcSr09VbEQQnCUCN1qbQJjKSKOt0u9r041p1FilVQ2Hm9Mo7ZNYwY3yvgCKu6UJzHExKTg9Hkq6pVcTCxKSqentoq3fInmNaIOBnOgY9jTKH3MzNSMNq9NJUZP8Cqleq2FiRoqiAjcm3Mjo9EQ2F/n/Ovsm5g38YPL9oAoEC2aNpKunn72HAh9ypNdrmT9vFBs2lWC1Sg8yk8qipeMxGHV8/M6uoO/9TSxZPpVh2Qk899hnuJzKzGoeDKRkJ/Cnj+/CFGHg7sue4MjuilAfaYghTsnbf1vJ0795m9kXTuTXz/8AXVjwK4mBorKkkVXv7uai784kaZj0oJtA4HC4+OyDvUybnUdSqryeSSns2FlOZ5eVJeeNDcp+a7eUoNNpmD1Z+eqqjw37yshMjiEjWdmvdUevlaLaZubk/7e1WqWCp56Cn/8c/vY3uO028Jzmc/P6zm5q2ruYkauMq2BndR1qQWBCmjxbsc3l5HBLM5NS5Nmmfa7ICTIE7sGORlSCQH60tEpyYXcDerWWLLP/oVt11lZsHgfDw/0XqQ39DXjwkG70/2FDk62KJH2m39d9HWeFwBUEgSR9Bk1+VnABhhmH0enspE9CWFROeBoN/W1YXP5XYfMHnqwUdksTyGOjvW/mwzJsyhMHLBRyq7iTU1LZ01iPR6blcuqAxWRHtTI25em56RxtaqOtV7qAP5FZ+ZkcqmqiyyKt8n4q0pOiyUqJZcPewAUzTZ+QhdGgC55N+byx2GxONmwMzn7HYzKHseiC8WxYdZiuTuW+/kqg1qi56ZfnU1fRysq3d4T6OIqSlB7Hnz++i8i4cO69/C8c3l4a6iMNMcT/8NqfP+H537/P/Mumcs9/bkGrk16xGYw8/9hnmML1g7L3dvOaIro6LFy0fGpI9l+56hDR0SamTskO+F4ut4e1W0uYOSkbY4DcAT0WG3uK6wJiT956pApR9N73nIggeCu499wDTz8NN98Mp2O+217mbWGZkatMevXOmlrGpiRh0sn7/B5sbsbp8TAlWZ7A3dfSQKROT1aE9Ic3hzobyY2Iw6iR9jEVdtczMiIZjcr/CnnZQNHO14bpDzUD7Z7pBv8ErtXVS7ezneQhgXtykgyZNNmq8Yj+2S99Txpq+v3vGxs+UMIv7/O/ehmlM5JmjKawS1rlM80USbTOIKsPd0xcIhpBJbsPd1JyCj12O2Uy5+HGmozkxMUo2ocLsKNcuZ7AOaOz8Igi245UK7amj3kTc9hXUkd3n7Li2UeYTsPcabls2FGKMwiVw9H5qQwbFsPKVYcCvtfJuOjKKTidbj5bsSck+38d0xbkM3ZqNq/+7Ussvf6F4w124lNj+PNHdxGbHMWvlz/JgU3Bf8AxxBAnQxRFXnr4Q1555CMWXTWDu/51E+oQjKgJJHs3H2X3xhK+c/tCwoNgwfUHURT54K2dpKXHMmFq4AXmiXR2Wti+vZxFC0cHZTTR/sJaOrutLJw1ImB7bD1QidvtOeYCU5LNhVXEhhsZmXbyZFtBgD/8wRs69cIL3gAq1zd0zW0rqyE+3EROgvxqs9Xh5FBDM1PS5YdV+drsfG13UtnX2kBBQrLkObqiKHKoo5FxEu3JLo+bku5G6f23vXXoVFrSjf5Xj2uttehUOhL0/iUhN9mqgK/aTZXirBG4yfpMHB4bnQ7/7K3HBK6EoClfCV9q0FS+jKApQRAYF5vC/nbp4tSg0TIqNp59cgXugKVDiT7caelp7Kmtx3W6fpevYVRKAhGGMEVtyvnpiUSZ9GwpqlJsTR/zJ+bi9ohsOaC8BdrHwpkj6bPY2XmgKmB7+BAEgfPOHcuhQ3XU13cGfL8TSc+KZ8rMXD54cwc2m7yUb6URBIGb776A7g4L7/xnfaiPozixyVH86aO7SEqP477vPMWedYWhPtIQ33JEUeS5B97jjcc/Zcl1s/n5U9ejVp81t0CAd97qs49+SlJaDMuunRnq4/wPB3ZXUVJYzyXfmYZKJU0AyGH12kLcbk/Q7MlrtpRg0GuZMTFwYn793jLiokzkZ8kPbDoet8fD1uIqZo7K/NqvlSDA/fd7he5rr8G114LzFD9uPR6R7eU1zMhNlywAj2dffQNOj0ex/tuc6BiiDdJTqHsddo52th1zR0qh1tJFh93KeIkBUxV9rdg8TvIjpQdMZZuSUUuo/tZYaxlmSPM7nMqXnzRUwT0FPuXvexJwukRoI4jURlJj8V/gRuvCidFFSO/DjUylsb+LDrs0C+WE2FTKelrpdUivABXEp3CwrQm3DEGZGRlFrMGoSB/ulIw0LA5l+nDVKhXTc9LZVlajWGKtWqVi5qhMthypUnwEzsjMRBKizQG1KU8el0GEWR80m/LiRWNQqYSQVXGvvnEO3Z1WPh+EVdy8scOYf2EBK57fSGtjV6iPozjRCRE8+sGdpOUmcv+1/2DHquAHjg0xBHjF7dO/eZt3/76KZTfN544nrkMlcb7kYGbtB3upLG7khl8sQRc2+GzXb7ywiZg4M+ddOCHoe4uiyBdfHGLEiGSyMv3vTfQXl8vNhu1HmTM1F32A+rvtDhfbDlUxd0KO4g8MDlU10WO1M3t05mn9+3vv9VqW334brroKHCeZ0FjS1EqnpZ/pCvXf7qquRy0ITEyTV3X1iCJ7GuuZLLP/9mBbEyLy+m/3t3sLRQWx0s5SNFA0GyNB4IqiSGmvN0HZ72sZELgS+2/NmijM2ii/r/06zprv8In6dARUficpg7eKWyvBogxem7LkUUEDFoIiiVXcgthURJBlU54Yn0Kf00FZl3R7sSAITEpJYY9CScrgDQ5Qghm56TR191Ld1qXIegCzR2fR2ddPUa280UgnolIJzJ2Qw7ZDVdgcgak4arVq5k3PY9POMuz2wFc14+PCmTwpi1VfHsIdhPTmExlTkM7YCRm8++rWoNiy/eWGny/B4xF5+S9fhPooASEqLpxHV9xJ5qhUHrz+X2z5dF+ojzTEtwyPx8M/fvk6Hzy9hkt/sJDbH/3OWSlubf0OXvrLF4wYN4y5S8eH+jj/Q/HhOvbvquTya2eERHyXljVTUdkatOrtroPV9PTZWDAzcOnJu4pq6Lc7A2JP3uIbDzTy9Htl77zTGzq1YgVcdhnYTqi9bB9w003PUUbg7qipJT8pAXOYvP7bso52eux2Jsm1Jw+4IQvipQde7Wuvx6DWkhfpn83XR2FXPWaNnmEm/y3gTbZ2LG6bpIApl8eJ1W0lXVKCcpXi1Vs4iwSuThVGXFiy3xVc8Arc+v4GXB7/R+7khqdRY23G5j7J46pvYFRkCgKCZJuyz8Kwv0O6sJyQ4H0j7m2VV32dnJxKTU83LRb/w7qOJ95sIis2WrE+XN+TQiVtyjNGZiAI3vh8pZk3MRebw8WuwsAlHS+cNYJ+m5NtewNnhT6eJeeNpbW1l737lO9bPh2+c9Mc2lp6Wf3pgZDs/3UkpsVwyfWzWfPBXsqL5DsgBiPh0SYefv9n5I7P4A83Pc3GD3aH+khDfEtwuz08+bNX+eSFDSy/Ywm3PrRcEWvkYGTFC5tob+7m5ruXDcqP8Y3nNxEeaeCCyyaHZP+VXxxEq1WzYH5+UPZbs6UYsymMqQXKhCmdjA17yzAZdEwepdzsUB+biyoZn5VMhNG/2b0//rF3jNCnn8LFF4PV+tXfbSurITshhsRIs+zz2ZwuDjY0My1D/vxbn/tQboLyvtYGciJjiAyTPu/4QHsD42KS0Uh8CFfYXU9+ZIqkGba+sadSRgTZPN5pGf7OwHWLLlrstYr338JZJHABkvSZNPb7f9M+zDgMt+imweZ/JXS4OQ0PIpUW/681acLIMsdR1CVNoEbo9OSExx6zNEghMyKaqDC97D7cycf6cBUYF5Sexu7aelm2aR/DYiJJjY5ge7lygjHabGBsRjKbA9CHO3FkGiaDjvUBtClPGD2MmCgjq4NkU545Yzjh4fqQzMQFmDgtm+Gjknnrpc24XcGvIn8TV922AHOkgece/VQxK/1gwxxp5I/v/JRRU7J55Nb/sPadsys9eojBh9vl5okfv8gXr23m2l8s48b7Lh2Uwk8JOtt6eeeZdcxYPJoxU7K++YIgU1HazPZNR7nkqmkYjMGfNexwuFi7tojZs/IID5cuPk4Xu8PFpp1lzJ02HJ02MNVqt8fDpv0VzBybhVbhwKy2HgtHaluYlS/ttfSDH8Dzz8OXX8KyZWCxgMPlYk9VPTMUqt7ur2/E6XYzJV2+wN3dUE+swUhmZJTkNURRZF9Loyx7st3toqirifES7ckOt4ujPc2SA6ZKe+tQCyqyTP5XoO1ur8BNM/q3d6utHrfoGqrgfhPJhky6nK30u/3rafUFTdVKCJrKDfd+MaUHTaVQ2F0v+ca2IDaV/e0Nkq8XBIGC+BTZo4Ly4xMIU2vY06hA0FRGGn12B0eaW2WvJQgC03PT2VFeq4hg9jErP5PCmiY6eq3f/I/9QKtRM2t8Fpv2Vyh63uNRq1XMn57H1j0VWPv9dx74i06nYcE5+WzecpS+vuAnBguCwHdunENjXScb1wy+sCNzhIFrbl/Evq2l7Nl0NNTHCRjGcD1/eOsnjJ2Zx5/+73lWvb4l1Eca4izF5XTx2G3Ps+bt7Vx/78V89+6LzlpxC/DaU6tx2F3cdNfSUB/lpLz14maMJh0XXxWa0UBbt5XR02tjybnBsSfv2FeJxepg0azA2ZMPlzfS0WMNyHggX4jm6fbfnowbb4SXX4YNG2DJEthS1ITN6VKs/3ZHdS0qQWDyMPkJynsa6pmUkiLre0RtXzftNisTZNiTCzubcHo8FMRKE8lHe5twie5jY0j9payvjgxjEjq1/z3jdo+dhLAEDGr/QroClaAMZ5nA9Q0J9ncebpI+Ea2gkZSknBAWTbjGKCNoKo02ex8t9l5J1xfEptJht1Jr6ZJ0PcDEhGSOdrbR67BLXkOnVjM+MUmRJGXfEzklxwX12uwU1ssPrvIxe3QmogjbigMxLiiXrt5+DpYGzrK6cPZIHA4Xm3eXB2yP4zn/vHE4nW7WrjsSlP1OZMa8kaRnxfPmC5sVDwdTgguumU5yeizPPfppSHqVg4XeFMYDr/+ICfNH8cQdL/HpixtCfaQhzjKcDhcP3/IfNqzYxc33X8F3fn5BqI8UUGrLW/j8rR0svXo6aVmBD0/yl/qadjauLmTZ5VMIj5CeUCuHlV8cJD4+nIkTM4Oy35otxURFGJg4VhkxdzI27ClDo1Yxc5zyFfvNRZXER5gYkSrv9XTddfDGG7BtG9x4dQQ49EzNll9xBdhVU09+Yjzh+jBZ67RaLNT0dDNZgfm3IC9g6sDAVBTpAVPe60dH+v859gVM5UrovwWwuW2S+281gpa4MPkPKk7k7BK4EpOU1YKaVEOqJIErCALDw6UHTeVHed8MhV3Srp8w8EaQY1OeEJ+CCBxoa5K8BnhtykWtLVhPlRF/miSGm8mIjlIsaGpatrdCv61MOTE6Ki2RmHBjQGzKM8ZmotWo2bA3cOJz7IhUEmLDWbM5ODbl4cMTycqMZ2WIknRVKoGrb5hNVXkL2zeVhOQMX4dWp+HGX5xP1dEmVr9/dveo6o1h3P/K7UxdPJanfvEaH/5nbaiPNMRZgsPu5KEb/82WT/bxwz9exRU/OjfURwo4z//pM8L0Wq750aJQH+WkvP3yFjRaNZddMz0k+7e19bJ7TyXnLhoTlLFQ/TYHW3aXM396HpoA7SeKIuv3ljF51DDMRnkC70Rcbg/bimuYlZ+piOth+XJ4912oPWqi6d2rcFjln9fucrG/vpEpCvTf7h5wHcpNUN7X0ohBo2VEtPSHAvva60kxRpBoCJd0fWFXPdE6I8mGSL+vbXf00OXsY7iEBGWP6MEpOiUlKDfaKknQD0MtKD+X+qwSuBGaGIzqcOlJytZaSVbfXHMqVZZGnBJCqkZEJKMWVMeevPjL8Mh4DGot+2QI3PEDlgr583BTcIsiB5rk2Z0BpmYo14cbYzYyMjle0aAplUpg5qgMthZVKW4lNhvCmJI/jA17ywLWk6lSCZwzM48d+yvpCYJtWBAElpw3luLiRqqq2wK+38mYf+4YklOjefOFzYOy13X2krGMmpDBS3/5gn6LdDfFmYBOr+W+l25j5tIC/nXPm7z3j1WhPtIQZzj2fgcPfPef7PjiID/+07VccuvCUB8p4BzcUc72NUVc9cNziIqVH9yjNC1N3az+9ABLLp5AdIjO9+XqQjwekfOCZE/euqcCm93FwtmBsydXNLRT19IdkPTkg5UN9PXbmZWfqdia55xnY9hlH9PTGMWCBdAqs/vsQH0TDrebaQr134apNeTHS0st9rGvtYFxcYmSw6HAW6iSWr0F70SW/MhUSQ8mfEU6KQFTdo8dka/aPU8XURRp6q865r5VmrNK4AqCQLIhS2KScjq9rj46nV1+X5trTsMpuqm2+D82Rq/WkhOeQKHEoCmNSsW4mGRZFdzIMD05kTHsl5mkPDHJW43erUAf7tT0NHpsdkpalBFDM3LT2V/diFXB8Ttz8rPottoorFZ2XBB4bcr1rd2U1wVODC6aPRKXy8OmnaUB2+O/9ls4GrVaFbKwKbVGxfLvzaKksJ59O4OTIO0PgiBwyz3L6Grr48XHV4b6OAFHq9Nw73O3Mvfiyfznd+/y5l8+C/WRhjhDsVns/O6av7N3XRE/e/J7XHDjvFAfKeA47E6e+u37JKRGc8kNc0J9nJPy3qtbEUW48ruzQrK/KIqsXHWQMaPTSEvzf2yKFNZsKSE22sS4kcpbLn1s2ON1d82doHz/7eaiKtQqgel+jAf6JnZV1GHKqeSvz7ZTUgLnnAPNMm6bdlTXIgCT0xXov21sYHxiEjq19Aqi3e2iqL2FCfHS7cmt/X3UW7slC9x+l4Py3hZGS5h/C1DaV4eAQLbZ/4/B5vYlKPsncHtdnVjcPSQbAhOMd1YJXIAkfQbNtlrcon8zLzNM3l6Jaov/NlbfzKgyyX24qRTJDJo60tWM3e1/BdnHxIQU9rU0yqpsRer15MXGsUeJJOUMZftwp+em43S72VslX3wfW3NkBipBYHOR8mJpTkEOgkBAbcojc5JISYxkzebgWHajo01Mn5bDl6sLQ9ZnumjZeGLjw3njhU0h2f+bGDUhg2XXzeDjV7dyePfgE+FKo9Fq+NXT32fBldN48Q8f8MqjHw3K6voQgxdrr437rv4bB7eU8It/3Mh5184O9ZGCwmtPraauopU7HrycML3/oTCBpqvDwucf7GXh0nEkJPlvmVSCoiMN1NZ2BG32bZ/Fzva9FSyYOSKgdugN+8oYk51EfLTyVfHNRVUUZKcQblDO+rytrAaDTsst18Tw6adQWQnz54PUW8VdNfWMSkwgQi8vEdvqdFLU2iLbnlzY3oLD45bVf+sb9ylV4Bb3NOJBlJygXN5XT5ohHqPG/8+pzWNDjZpYXaxf1/mKkYFIUIazUOAmGzJxiQ7a7f7ZZNONwxAQqLL6L3BTDHEY1GHSBW5UKt3Ofur7OyVdXxCbitPjobBTeg/thIQU2m1Wanu7Ja8BMCk5hb1NDbJtu8kR4QyLilSsD3diZipatfrYoHEliDTpGZeVHJB5uHFRJsbkJLMhgOOCBEFg4ayR7DlUTWe3smnQp2LJeWPp7LSwc1dFUPY7EZ1OwxXXzeDgnioKD/jfcx8MbrzzfOJTovjrve9gtynnOBisqDVq7vz7jZx7zUxe+9MnvPDQiiGRO8RpYemx8uvlf6VwZzm/evpmFi4PTZ9nsCkrrOPdZzdw7hVTmDQnL9THOSnvv74Np9PNVdeH7oHDF6sOoddrmT8vcHbh49m0qwyH083CAKYnN7f3cqSyOSD25OauPo7WtzJb4nigU7G9rIYpWWnoNGoWLICVK6GuDubNg1o/fww7XC721TcwNUN+9fZAUyMuj4dJKdKFKRwXMCUjQXl/ewNalYrRUYmSri/s9grkfKkVXFkBU3b06jC/rdG+QOAkfWBmRZ91Atfn5fZ3Hq5erSdJn0iNxX8BpBJU5JhTKJUYNOWzFEi1KfsixeXYlAsG3ph7ZdqUp6Sk0udwcLRdvrXWNw/Xo8DNrlGnpSAjWdE+XPCOCyqqbaG9x7/RVKfDvIm5FFe30NTeo/jaPhbOGonbI7Jhe3DG00ybmkN0lDFkNmWApZdOIiLSwJsvDs4qrsEUxk8eupz6yjZee+rLUB8nKKjVKn761++x9Pq5vP3kSv7z23eHRO4QX0tvl4V7Lv8rpfurufe5W5l36ZRQHykoOB0unrj7HaJiTdxyz7JQH+ek9PXa+PjdXcxZmE9ahn9VHaWw2ZysW3eEuXNGYFQ4iOlUrN1STFJ8BKPzpAudb2LjPq+rKxACd+uRKgBmj1ZO4DZ09VDV1vlf44HmzPHOyG1pgblzvRXd0+VAQxN2lzLzb/c0NiDwVXudVPa1NJBiCifRJC0cCrwBUyMjE9FrpLkxCrvqSdBHEK/3/wzdjj5a7J3kSgiYcnlc2D129Gr/K7+NtmqitHEYNIHpzz/rBG58WBpqQSOpDzfDmEGVVZoAyjWnUdHXgFv0v3KZG56ATqU59gTGXxIM4aQYI9jfLl2cjoiOx6DRsr9FXkDUpIGo9d2NytiUu/ptHFWoD3dmbgbFja109ClXrZwz8KRzy8APBiXx/QALpE05JyOOjNQYVm8JTpqyRqNm0cLRbNteRneQqsYnojfouPQ709m5uZTyEnnJ4YFi4uw8zr1iCu89t5HSw8q4GAY7KpWKH//5Wi66ZQHv/+tL/nXPm3gCNAt6iDOb7vZe7r70CSoL67jvxduYvWxiqI8UNN55Zj2VxY386IHLMIdo7M438dHbO7FaHFx1Q+iqt5u3HMVitQfNntzd28/OA9UsmDUioDOXN+wrIyMpmswU5XuKNxdWkhBlJjdZuYcSO8q8JdoZJ8y/nT4d1qyB7m5vJbfsNM1qu2rqEUAhgVvP8Ng4ImVanfe1NsqyJ7s9Hg51NMgOmJLaf1vW59UeUiq49f0NiIjoVf4/RGrsrwxYwBSchQJXo9ISH5ZKoxSBa0qnw9FBr9P/mbTDw9OweRzUW/2Ph9OqNORFJEmu4ILXpiyngqtRqRgfl8Q+mRXctIgIEkwmRebhBqIPF2B7uXLW1BFp8cRHmI4NRleSjKRoslJiAm9Tnj2SA0V1tHX0BWyf4znvvLG4XB5WrykMyn4n46LlUzGawnhjkFZxAW65ZxlRsSb+cs87OB3S++vPJARB4LY/XsXlt5/LR8+u40//9wL2fkeojzXEIKK5tp1fXfoEtaVN/O7V25l23rhQHyloVJc28cY/1zDvgvHMWDQ61Mc5KbZ+Byve2M602Xnk5CWF7BwrvzhIUlIk4wI4i/Z4Nu4oxe32BNSe3GOxsae4LiDVW6fbzfaSGmYrNB7Ix9ayamLNRoYn/q9onjwZ1q6F/n5vJbf4NJ6z76iuJS8hjiiDPFHq9njY09jApGR51dsWax91fd2yAqZKe1qxupzHxn76S4+zn2pLO/mR0s7ga6+UUsGtHigK+lvBdXrstNkbjo13DQRnncAFSDZk02At99vilmXKBKDC4n9P5XCzNz2suFfarNWxUWkUdtdLGjUEMDE2jXprNw0W6T20ExNSONzWTJ9D+ogSQRCYmpLG9rpa2dbi1MgIhkVFsrlCmfm1o1MTiDTo2VCsXP+nIAjMHp3F5qIq+hVMaPYxf9Jw9hbX0dLp/0OX02XR7JGIIny69nDA9jie7KwERoxI5sOP9oYsbMocruei5VPYtLqIooODsxfXHGHgx7+/nMriRv75wAffGsuuIAjcfP/lfOfOC9j80R6+P+0+Vr2+JWSvlSEGB72dFv7zu3e5efp9NFa18vvXf8zkBYNT5AWC3m4rD97+MqZwPT+87+JQH+eUvPXiZnq6+/nOTaFLdq6samXvvmrOP28cKlXgqqnH88maQwxLiSYvS964ma9j7W6viJ4/SXmBu7OkFovNwZzR2Yqt6XS72XK0mpm56acUzQUFsG4deDze4KnDX3MbYnU42VvXwPQM/+etnkhhawt9DgdTUuRVgnc1e8XhRBkV3J2tXpE4IU6awD3U6T3DmChpH0txTw1J+hgitCa/r63oq0CFCq1K59d1jf1ViHhIMSj3ejuRs1LgZhhHYnH30Gb3rxqZbcpCLagp7vU/VTbDlEi4xsjBLml20imxWdjcTg51SatWzk7yWmU3NkkXb3NSM3GJHrY1yutTnZ+ZRavVQmFri6x1ABbm5bClsoY+u/wqjlqlYtHoXNYWlWNzKlcRWzp5JBabg/UHlbcSXzhnNB5R5OONgat2pqfEMGV8Bu+v3IfT6V/6uFSuXj6NuvpONmwMjjX6ZFx1/WziEsL52yOf4nYNTvE0fWE+V9+2gJVv72TFIE1+DgSCIHD9PRfz0Ft3EJMYyRN3vMTt83/PjlUHvzVCfwgv9n4H7/xtJTdO/jXv//NL5l0yhWe2PEDB3OAEBw0GXE43f7zjVZrrOvnN3783KGfeAtRUtfH2y1tYuHQco8bKt5BK5bXXt2Ew6LjoouBY1w8fbaDwaCOXnz8hoPbkFesPkpMWy+hs5SvjH+8oIsIYxqxRygX+bC+robvfxrljvz4IbcwYWL8eVCrvCKEDB07+7zZVVGF3uVk0Qv54pLWVFagEgbkZ8j7eDXWVROjCGC8jYGpTUwXp5mjSzdGSrt/RXo5WpaYgxn+3gkf0cKi7nLGR0j6nxb1HMaoN+Puqr7YcAbx6LVCclQI30zQKgCpLkV/XhanDyDFlU9zjv8BVCSrGReVwoEuanXRybBYqBLa3SRNJuRFxJBsj2NgkXWRNTkzDqNGyvk5eKvC8jCwEYG2lfMG3eEQOTrebDeXKJBWfPz4Pq8PJphLlko8n5aaRHB3Oxzv9e72dDmkJUUwdnc4HGw7JTqb+OpYvm0R7p4V124IzMmjO7BFkZMTx6utb8XhCI1iMpjB+eOcSKkub+eCtHSE5w+nw3Z+ey+wlY3n2kU/ZsVb519hgZvyckTy56h7ufe5WHDYXv7vm7/zyoj9TvCc0KdxDBA+328Oq17fw/Wn38dzv32fUlGz+sf4+fvGPG0kcFprgolAgiiL/evBD9m8t446HLmfMlMDMjJSLKIo89cin6A06bv3JuSE7R21dB+s3HOHiCycQGaQe5Xc+2YPZGMbSc8YEbI/iqmaOVDZzybxxiovo3n476w6VsWTSSHRajWLrfn7wKOH6MGbnfbOIHDkSNm4Eg8Ercnfv/t9/s6q4jCiDnknD5Ccor62qYEJSMjEGo+Q1RFFkQ10ls1Iy0KikySm728W25mrmJUmvZO5oK2d8VDoGtX9VVIBqSzPdTgvjo/x3BXQ5umm0NWLU+P85rLIUEatLxqyN8vva0+WsFLhxYakY1RFUW/2vDo2MGEGVpZp+d7/f146PyqXJ1kGzrcPvayO0BvKjUtnZJu3GTRAE5iRls6W5CqdHWhVOp1YzMyWdDfWVsqoksUYjE5KSWVMp/yZ0YloKsSYjX5Yo04c6JWsYMSYDnx9UTsipVAIXTB3F9uIaWrqV72O9dP44mjt62XawSvG1fUwryCIjNYa3PtkTlAqZSiVw3TUzqKpqY8vW4CQ4n4zZ54xi6qzhvPz0Olqa5I3IChQqlYo7H7uK3NEpPPrz16kslhcEd6YhCAJzL57MM1vv5/bHrqG2rImfnvcID934b+rKmkN9vCEURhRFdnxxkP+b93ueuOMlYhIjefSDO3nwzTvIHh26qmCo+OjlLXz2xnauvHU+iy+bHOrjnJK1nx/i4J4qbvrRQqJi/Lc6KsXrb2xDq1VzxRVTg7JfU2sP67cd5cJFYzEa/BcYp8uK9QcJ02lYOnOU4mt/ue8odqebC6cqt7bd6WJNYRkLR+eg05yeaM7NhQ0bIDISFi6E7du/+juH2826sgoW5eVIFpM+mvv6ONzSzIIsefbY0q52mqx9zEuT/tBpT1sd/W4ncyQK3E6HhZKeJvTlmxUAAQAASURBVKbFSbveV5STInBLBtyuRrV/Atcjeqi2FpNpyvd7T384KwWuIAhkmEZS7WcFF2Bk+Ag8eDja67+g8r1ApNqUp8Zmc7irDotLWg/svKQc+px2DshIU56Xmk1tbzdVPdJm8vpYkJXD4ZZmmvvkCT61SsXC4dlsKKvE7pJvK9aoVZw7No8NxZVYFLA9+7hwaj4eUeSzXcpbbudNyCEmwsiK9YEbraNSCVx5wURKyps5WCw/IOx0mD9vFKkp0bzy2taQ2U4FQeD2u87H4xH59xNfhOQMp4PeoOO3/7oBo1nP/T94gc62wPVkD1Y0Wg0X3jSfF3b9get+eSG71xZy66zf8dQvXqOjeXA+nBjCP47sruCXF/2Z3137d5x2F/c+dytPrrqH8bNHhPpoIWHXhmKe+ePHzFg8mhvuXBLq45yS3p5+nv7rF4wam8b5l0wK2Tmamrr4cvVhLlhaQEx0cET2+5/vQwQuP39CwPaw9Dv4Ynsxi6eOINwkL1zpZHy8o4jMhGjGZChnfd58tIo+u4Pzx/n33s3K8orc+HhYvBg2b/b+/+1VtfTZHSweIb//eF2Vt/iyIEue1Xl9nXedeanSBe7GpnK0KhXTEzIlXe8rik2Lk/axHOwqIzEsmiSD/6ncR3pL0Kv06NX+JSi32uvod/eRYQpsm8lZKXABMk35dDia6XH6V03NNecM9OH6L1QyTUmEa4ySbcrT43JwiR72tFdJun5mYiZqQWCDDJvyvLRMADbUSzuDD9+TsfVV8qu4544cjsXhZGulMjNszx+Xh83pYv0R5WyOGQnRjMtM5uOdRYqLNY1GzUVzx7DlQCXN7YETNkvmjybCrOftj/cEbI/jUatVXPOdGZSVNbNjZ+gsp0mp0Vz7/blsWXeEHZtDV03+JuKSIvndv2+gu8PCg//3Mg678qFmZwIGs57rfnkhL+z6AxfcMJeVr27ixim/5uWHP8Taawv18YaQQG1pEw/d+G9+tuQRasuauP2xa3hm6/3MvXhyQHsaBzPVpU08/JPXyByRzF1/uhqVzKpVIHn+H2vo7ennx3dfELRQp5PxxpvbUatVXLV8WlD2s/Y7+Gj1QeZNG05SQmTA9vliezFWm5NL5ys/8qi2tYt9FQ1cOC1f0ffa5wePEmXUMy3H/0Co9HSvXTk1Fc47zxtCtaq4FJNOy8ws+anYaysrSIuIIC9GXqvDxroqhkfFkmKOkL5GYwWT4oZh0kqr/u9sr8CsCZOUoOwRPRzsLmechOotQHFPCSPChyP42YFbNdB/O1TBlYivD9fXyHy6hLIPd3z0MMJUGna0SxOoETo9BbGpbGqULhYyIqLJjIhiQ508wTEiNo6U8HDWKiBwp2cOwxymU8ymPDEjlYQIk6I2ZYALp42ivLGd4jr54VoncvG8sYiIfLQpcEnH+jAtF587nk27ymho7grYPsezeNFoEhMjePW1LSEND7r8upmkZ8Xxjz99js02eIXj8DFp3PXnqzmyr5q/3PPOtzpwKTohgtsfvYZntjzAtMXjeP3xT7lxyq/56Nm135qxSmc67U1dPPWL1/jB7PvZvbbw2IOLC2+aj0bBXsAzja72Pu6/9UX0Rh33P30DBpP/MyaDxZFDdXy+Yg+XXDUtpGOBWlt7WLnqEEvOG0d8XHhQ9vx8fSF9FjtXXRhY6/gH6w+SOyyOMTnSg4xOxSe7jiAIcMEU5ezJVoeT9UfKOXfMcLRqtaQ1UlK8ldysLFi6VOS9jx3Mzcki7DTtzqfC5nKyubaaBZnZsgS91elgR1OtLHtyc38vJd0tzE2SXkne0VbO5NgsNCr/P89K9N+OjPC/ClttOYJZE0WMLrDfL85agZtsyEIrhPkdNAWh68MNU2spiMmQ3IcLMDcph0OdjbTZLNLXSM1iW2MtNhmWYEEQWJiVw+aaatnWYp1azTm52aw+Wo5LgaAllUpgydgRbD5aTU+/chWf8yaOQKtR89EO5YOAUuMjmTY6gw83HsIVwHEply0pQBAE3vtsX8D2OB6NRs13rppB0ZEGdu1WLvjLX7RaNT/+1QU0N3Tx+nMbQ3aO02HWeWO5/udLWP/xft7859pQHyfkpOYkDlhZ7yVjRDL/vPtNbp31Ozas2IUngMFsQ0jH0tvPyw9/yE1Tf8PKVzdxwQ1zj1nPDWblLZhnEg67iwdvf5mO1h5+9+8biE+OCvWRTonb5eFvD39CbHw43711fkjP8vob2/F4RL5zVXCqtx6PyDuf7mXU8CRG5ykvPH0UVTZRXN3CZfOVD5fyeEQ+2VnE1OHDSIpW7qHAxuIK+p0uzh8vr7UgMdFbvR2W7aTk2fOIbh4v+2zb6rz3tnLtydsaa3F43LLsyb5i1Lxkaf2z9dZO6qydTIuV9rEo0X87Mtz/r3G1pYhM06iAu3POWoGrFjSkm0YcK4X7Qyj7cKfFZlPa20y7XVrv6tyBN8qWJuliYcGwHPpdTrY3ybMEL8jMpt/lYlud/Dmji0fk0NVvY0+tMv2h54/Lw+l2s6ZIudE+EUY988Zks3JPCU638uN2Lp0/jpaOPrYdDJwQjI8NZ8HMEXy85hAWq/R5yP5w/pJxJCdH8Z9n14csURlg3KRMFl8wnvde3Up1RWvIznE6XPXDc1h4yURe/usXbPo8cL3ZZxIjJmYOhBH9mDCDjodv+Q8/Wfww+0M4imqI/8bpcPHhf9Zy05Tf8PrjnzJt8Tie2fIAtz96DdEJ0m1+ZwuiKPK3+96jaE8Vdz52FSPGyZ/3GUg+fHsHFaXN3Hbn+RhDWGWuq+vgk8/2c8HS8SQlRQVlz217K6hr7OSqZYG10a9YdxC9TsOSGcqHS+2vqKe+vYdlU5W1in5+8Chx4UYmZcpPO46Ph+W/30VYUjt//EkqH3wgb721lRUYtVqmpcoLrFtbW45Ro2VqkvT36IamchL0ZkZESpudvGNg6spUiQFTSvTfZpj8s4x3OVrpcraREWB7MpzFAhcgwzSKZls1Nrd/1cxQ9uH6GsWlVnHHRCcTE2aUNQ93RnI6Bo2W1TXyxN/0tGEYNBpFxgXNyckkTKNmVbEyNuWxw5JIjY5g5UFley4vmpZPZ18/W4qqFF0XYE5BNrGRJt4PYNgUwPJlE7H2O/h0beDs0Mej1ar5/o1zKa9oYfWawM37PR1u/sli9EYdTz3y6aC2/wqCwB0PXUH+xAwe/+VbHD0k/yHS2YAgCExZNJZ/rPOOk+lu7+Xuy57g18ufpOLw0OcoVHg8Hta/v5NbZ/6Wf93zJhkjknly1b3c+9ytpOYkhvp4g4Z3nlnPmhV7uO6OxcxdKr9aFUham3t4+en1TJ01nFnnhHYm8bPPb0CrVfO9784O2p5vf7KHhNhw5k8fHrA9+vrtrNpRwuJpIzAblX+A8PHOIxh0WhYWyA9u8tFns7OxpJIlY/NQK9A3LooiWxqLWf773UyaJHDllfDOO9LXWltZwez0DFlWZ1EUWVtbzpzUTPQS13F7PGxprmROknSr9M72CuLDwsk2x/t9rSiKivTfqgX/rNHVx/pvlX9gcyJntcDNNI5CRKTa4l+vZSj7cEdGJhOhNRx7MuP//gKzE7PY1FSBR+INul6jYU5KBmtrymXd5IdpNMxOz2BtVYVssWDS6ZidlcGXJWWKCA9BEFgyLo9tZdV0Wvy3op+KGaMyiDYb+CQAM3F9YVPbDlbR1N6j+Po+RuUmM3ZkKu98uhd3AO3QxzN/3ijyhifx/IsbcYSwfzIq2sT3f7SIQ/uqWf3pKabNDxJ0YRru++f1RMWZeeCHL9La2BXqIw0a1GoVi66awbPbH+SWB66gZG8lt5/zEI/d9hxNNW2hPt63in0bj/CTxQ/zyK3PEmYM48E3f8yjH9zJiImZoT7aoGLrl4d58fGVzF9WwDU/WhTq43wj/35iJW63h9vvOj+kQWBHjjSwcVMJy6+cGrTk5LKqVvYcquGy8wvQaKT1mJ4OK7cV0293ctk54xRf2+ZwsWrfURYVDMcYptx4o7VF5Thcbpb4mZ58KoqaWqjv7mHZxAxWrYLp0+Hqq+G11/xfq7itlca+XhZkyhsPdKSjlQZLLwvTpducD3Y00u2wMTdZ2hoe0cOOtgqmxUkTyNXWppD031ZZjhCmMpCk/+bZyHI5qwXuMFMeKtTSxgWFqA9XLaiYEpvFjnbp4nJucg7tdgtFnU2SrgdYkJ5DvaWHkk55N4MLsnJo6O2luF3+TeXikbk09fZxqFGZ2ZfnjxuB2yPy5eFSRdYD0KrVLJ08kg2HK+m2KJ/oeslA2NSHGw4pvvbxXLVsEo0t3WzZrZyF++tQqQRuvWU+LS09rPgwOCnOp2LJxRMZNTaN/zz5JT3dyj38CARRsWbuf/pG+i0OHvjhi9isyo2+OhvQ6bVcfvu5vLD7D1z54/PY/PFebpn+W57+zds017aH+nhnLR6Ph6Kd5fx6+ZPcc9lf6G7v5Rf/uJF/rLuPKYvGfmuTkU9FWWE9j935BnnjhvHTh68c9J+fHZuPsnntEa79/lySUqNDdg5RFHn6P+uIjjKyPEhzbwHe/nQP+jANFy0OXJVdFEVWrDtIXno8+VnKh/GsO1iGxeZQdPYteO3JyVHhjB+mTF/ylyXlqASBhcOzCQ+HlSth3jz47nfhhRf8W8sXenqOTIG7ptZ7X3ROmvR1NjaVIwCzEjMlXV/W20Knw8JUieOBDgy0UY6L8v96Of23VZYi0o0jUPlZ+ZXCWS1wdSo9KYZsqq3+W41D2ocbl0Njfze1Vv8FMsCcJG/T+yYZNuUFw7wv+tU18izB52R6z7K2Un6a8oLhOagFgVUKpSmPTI4nKz6azxW2KV84NR+ny80Xe5VNaQZIjotgxthMPtp4OKBhU7On5pIUH8HbnwRPbE6ckMnUKdm8/sY2ekM47kWlErjjnmX09vbz/N9Xh+wcp0tmXhJ3//UaKosb+fNdbw4FK52E8CgTN/32Mp7b8SDnXDmND59Zw/UT7uHHC//AW09+Tn25Mg/Nvs243R4Obinhn/e8yffG383Plz5Kyd5KbnngCp7d/iCLrpqBWn1W33JIoqOlhwd++CIRUSZ++6/rCdNrQ32kr8Vmc/KPP31OelYcl183M6Rn2b6jnIOHavned2djDICF92R0dlv4cuMRzj9nDBEBDEQrqmyitLaVSwMQLgXwyc4jJEeHM3m4cn3eXVYbW0urWTIuT7FxUatKSpmSnkqMyQiAyQSffAKLFsFNN8HTT5/+WmsrKxifmES8SV6lf01NGePjkkgwmiWvsampgvExKUSHGSVd73N5TouVJrIPdJWREBZNkj54/bdWVy8t9tqg9N/CWS5wATJMI6mzluLy+Df6I6R9uAMvWKk25Ti9mdFRibL6cBONZsbFJR17UiWVBJOZsQmJrFOgDzfKoGdqRhpfFitoUx6bx67KWlp7pIV6nYwRafEMT4nj4wDYlAEumTeO1i4LWw4EbnasRq3iiqUT2V9UR0lF8G7+b7l5Pn19Nl5/c1vQ9jwZ2cMTufTq6Xz+wV4KDwz+3s2p80dx893L2LLqMC//5YtQH2fQEp8aw8+fvJ7ndj7E9397GSq1wAsPruD70+7jh3Mf4NXHPqbqSP2g7r8eTLicLvauL+Jvd77KtWPu4pcXP87nL29keEEGv/jnjby072Euv/1cdINctIUKu83JA7e9RF9PPw88cyMx8cEZbyOHN57fSHNDFz/+1QVotYGvwpwKt9vDM8+uJy01mguC2K+84osDOF1urlw6MaD7vL/uIIYwLefNUL6/uaW7j23F1VwwdZSic4tXF5bi8ng4XyF7ckV7B2VtHSwe8d82WqMRPvoILrgAfvhDeOqpb16rzWplf1MjC7LkVW9b+y3sb21kYbr0vuVOu5UDHQ2S7ckA29vKyTTFkWjwf/6yKIoc7CpjfFSOpIcnkvtvB4qNwei/hW+BwM005eMSndT1+yc2Q9mHm26KJUkfyQ4544KSc9jbVkevU3oS7sJhOexraaC93yp5DYCFWTnsa2qkzSpvHYBzRwynsqOT8jZp1e0TWTJuBKIIqxS0KQuCwIVT8zlU1URVszLnPJ7ZBdnER5lYEeCwqWULx2LQa4Naxc3JTmDxojG8v2I3zS3dQdv3ZHz31vnEJUTw1COf4HIpn4qtNJfcMJvzr5rGW/9ex+oVobV5D3aSM+O58o4lPLnqXl7e/zA/eGg5pggDr/3pE3445wFunv5bXnhoBaX7q4fE7gk47E52fHGQx3/8IleP+gX3XvFX1r67g7Ez87j32Vt5u+QJfvfK7SxaPgNTuCHUxx20eDwenvjVW5QequNXT1xD1sjAjZpRiuqKVt59ZSuLLxjPuEmZIT3LF6sOUV3dxs3fnxfQPtjjsTtcrFi5n5mTsklP9b/ydbr0We18uaOEc6eNwGxQvjL92a5iPKLIMgVn3wKsPHiU9Ngo8lOkpQKfyJcDbr0TBS6AXg/vvw+XXAJ33AGPP/71a62vqkAE2f2362u96ywcJl2cbmmuwiOKzEmSdhanx8XejupjobT+4uu/lRIwJXf+rVrQkGZULtTs6zjrBW6GyftFqJYyLihEfbiCIDA1Lptd7RV4RGl2w7lJObhED9uaqyRdD7AwPQcRWFcnr1K4ICsbEdhQLX+8zcI87xv6S4VsyrmJseQlxfHZQWXtxOdPHoFKEPh4p/+vu29Co1Z5w6YOVdHQGjgRaDaFccGCsazZUkxbp3IV7m/ixhvmAPDii5uCtufJMBh13H7X+VSWtfDBmztCepbTQRAE/u93lzB+Ri5P/vpdDodwrvCZREJaLJf+cBGPf/JLXj30KD967BriU6N556kv+PGiP3DDpHv5z2/foWhX+bfW/m2z2tn8yV4eufVZrh5xJ7+79u9s/XQfUxeP5bcv38ZbxY/z6+d+wNxLJn/r59ieLq89tZqNnx3kpl8uZfrC4Fj25CCKIn9/9FP0Rh03/2RxSM9iszl54aVN5I9KYc5sZaqFp8OazcV0dlu58oJJAd3n861HsDlcXBqAcClRFPl4ZxHjMpPJTFROpLf1WthRXsuScXmKWaq/LClnTHIiyREndzbodPD227B8OfziF/DHP556rbWVFSSZzOTHyxPfq2vLSTKaGR0rfZ1NTeVE6vSMi0mRdP2hrjr63Q6mSRwP5Ou/Df782yOkGnLQqoLTTnDWC1yTJpL4sFSqpARNhbgPt9vZT0mPtKCoCXGpmDU6NjZJtwaPiU0k0WhmjcxxQaPjE0g0mRXpw02KMFOQmqxYHy54w6b2VzfS0KVcMnF8pJkZozL4dNeRgMx2vXjeWAQEPtwY2FE+V14wEbfbw4qV+wO6z/EkJkRy6SWTWLX6MOUVLUHb92TMmDeCabPzeOWZ9bQ0hbaifDpotGp+/bfrSEyN5sH/e5mmWuUdBGczsUlRLLtpPo+8/3PeKPoTP/3r90jPS+bD/6zl5+c/yvfG380/736DA5tLgpYwHiosvf2se28nD934b64aeScP3fBv9q4vZPbFk3jwzR/zZvHj/PJf32fm0gmEGZRLYf02sP7jfbz+99Wce8UULv/+3FAf57RY/dlBDu6t5vs/WkRUkNKKT8X7K3bT3t7HrbecE7RALlEUeeuTPeSkxzF5nH+9h/7us2L9QUZmJAQkXKq4roXyxnaWKRwu9eXhMjyiyFKF7MmNPb0cbGji3JNUb49Hq/UmKl97Lfz613D//XCi6cbucrGppopzsqSP5AGwu11sqq9kYbo0ay94v74bGyuYlZiFRuIYpR1tFagQmBybJen6UPTfOj126vvLyQiSPRm+BQIXIMOUT42l2O9q6GDow90usQ9Xq1IzIzGTjY3SR/QIgsCCYdlsrK/E4ZZu0RQEgQVZ2WyqrpK1jo/FI3IobGqhrksZwbFkXB4AXwQgbKqps5fdpcr3cCbFRjBjXCYfbzocUPtsalIUsyfn8uGqA9jt/vWxy+Gaq2dgMoXxn2fXB23PkyEIAv931/mIHpF/P74ypGc5XcKjjNz/zI14PB7u/8ELWEIY2HUmExkbzpLrZvPgm3fwZvHj3PXPm8ibkMnKVzfzq0se55rRd/Hkz19hz7pCXM7QjbZSkt5OC6ve2Mrvrvk7V4+4k0d/8CyFO8pYfNUMHn7/Z7xR9Gd+/uT1TFk0Fq1O+hzJbzNH9lXzxN3vMHZqNj964NJBn5gM0NPdz3/+uopRY9NYcnFge0+/ie5uK2+8uZ0Z03MZN1a5gKRvYu/hWsqrW7ly2aSAfs0OlzdSVtcWkOoteGffajVqzpuobOX784Ml5CbGMjwpTpH1vs6efCIaDbz0EtxwAzzwgFfoHn/bu7OhDovTKbv/dmeTdx059uSS7hZabH3MlWhPBm8+T35UKhFa/1tAQtV/W2ctwy26yAxSwBTIFLiCIMQIgvClIAilA7+fNC9eEIQqQRAOCYKwXxCE3f5eL5dM0yhsHistthq/rvP14Zb0+C98fH24Uiu4cfpwcswJ7JTTh5uUQ721m8pe6VWchcNy6HM62NkkT6QtyMz2rlNfJ2sd+Oob3uqjyoywSY+NYnRqIp8rbFOePzYHs17HRwEKm7p0/jjauixsCmDYFMDyCyfR1dPPqk3K261PRUSEgWu+M5OduyrYu68qaPuejKSUKK69ZR5b1hezfaPyydiBIC0rnl8/9V3qKlt55Gev4T4DeogHM+ZIIwuXT+e3L/8fbxU/zr3P3cr4WSNY995Ofn3lk1w96hf8+Ucv0NPRd0ZVdkVRpL2xi89e2si9V/6Vq0fdyRM/fpGKwlqW3TiPP39yF68eeowf/elaJswdhTpIvY5nKy0NnTz4fy8RlxTJb/7+3TPmIcHzf19Nb28/d9yzTNFQIim8+vpW+m0Obrl5flD3ffuTPURFGFg8J7AVqBXrD2HUazl3mvLhUk63m893FzNvTDaRJuVaCZq6e9lTVc+SsXmKrbm6pJycuBhy4k6vyqhWw3PPwQ9+AA8/7LUs+0TuusoKwtQaZqbJq7yvrinzrpMifYarL/xVav+txWXncFcdUyWmJ8vpv+12ypl/670PzjAq/7o+FXK/u94NrBFF8RFBEO4e+O9fneLfniOK4onDUP25XjK+kniV5QhJhky/rh0ZMYJPGj6j392PQe3f05LxUblsaTtEi62TBL3/2n1aXA7v1+zG4XahU/v/pZqb7H0DbGgqJzsi1u/rAWalZBCmVrOmtpzZqZmS1gCYOSydMLWGtVUVzE6XN+A5MyaavPhYVhWXccNUZZ4mLx0/gj99tpHqti4y4qIUWVOv07B4Qh4r95Rw73KHosPUAWaOyyIh2syKdQc5Z9JwRdc+noL8NPKyEnj7kz0sWxi8GZaXXTKJDz7cwzP/Wc8//359SG+sLr92Bms+O8g///w5BVOy0J8BlsyCGbn83+8u4an73uc/D3/CD++7ONRHOiswmPXMvXgycy+ejL3fwd51RWz+ZC/bPtvPubUNAPw+56fEJkcRlxJNXHI0cSlRX/0+8P/MUcaAvpfcbg9dLT20NXbS1thFW0PnV78au2hr7KS9sQuHzevMSM6K57LbFjP7wonkTcg8IyqLZxLWPhv3/+BFHHYXj776QyJCbPM9XQoP1PL5B3u54roZZA9PDOlZGhu7+PCjvSw5dyyZGcpUCk+H2oZOtu4p54YrZhAWwIcSvRYbX+4sYenMUZgC8DNmS1EVnX39is++/eKQN6RTqfTkDms/O2vquHXGFL+uU6ngX//y9uY+8QQ4HPDXv4qsqaxg1rB0DFrpae6iKLKmtpxZKekYNNLX2dhYwYjIBJKMEZKu39NehUv0MF3m/Fsp/bfFA8U+afNvj5CoT8egkT5ayV/kvlMvBuYP/PklYD3+CVS5158W0doEIrQxVFuOMD3ufL+uHRk+go/4hNLeMsZFjfXrWt8L6EBXGYuT/HujAkyLy+b1qm0c6KpligSvfZopiuzwWDY2lnNjnrQh6EatjpnJGayuKee30xZIvukxaLXMHJbO2opy7pszX/bN0+IRufxz8w7a+izEmeXfKJw3No8/fbaRlYdK+ME502Sv5+Oiafms2HaYNfvLuHCastYMX9jUcx9tp761m9R4/+PiTwdBELhy2ST+8NTn7DpQzdSCzIDscyI6nYabbpjDI499yvoNR1hwTuiCWDQaNT+++wJ+ceuLvP7cRm760aKQncUfll49ndryFj54cTPDchK44JoZoT7SWUWYQceMpQXMWFqA0+HCNmUr/RY751w+lfbGLlobOqk4XEtXa+//tIqEGbTEJUd/JYR9v5J9YjiaqPhwVCfp03LYnXQ0dXvFa0MnbQ1dtDd20tro/XNbQycdzd14Tqgma3UaYpOjiE2OIq8gk7il0cSnRDNuVh5Zo9OGRG2AcLs9PHbnG1SXNvPgszcxLEeZlNlA43K5eeqRT4hPjOC6W+aH+jg8/+JG1GoV118/J6j7vvvZXjRqNZecVxDQfT7begS7w8Wl8wNjT/5kZxHRZgMz8zMVXffzAyWMSkkgM14ZE+a60go8osi5I/0XYYIATz4JYWHw5z9DS7edmond/GCS//fgx1Pa1U5tbze3jZN+f2hxOtjdVsP1w6XdjwPsbK8gTKVhfLQ0e/5BGf23xb3Fkvpv3aKbGmsxBdHz/N5TDnIFbqIoio0Aoig2CoJwqu/aIrBKEAQReFoUxWf8vP6ExfzrKRUEgQzjKKqsRYii6NcPcV8f7pHeYr8F7vF9uFIE7qSYTNSCiu2tZZIELsDcpGzeqNiHzeVEL/Gp08L0HNZtraCsu4PhUdIqweBNU15XVUF5Zwe5MdLXAa/A/cfmHaw+Ws7VE+X/MEiOCmdCRgqfHyjh1vlTFbvRK8hOIS0uko92FCkucMEbNvX8Rzv4YP1Bbr8ycD/0F84awb9f2cibH+8OmsAFWLhgNG+/u5Pnnt/A7Fl56EJo6Rs7IYNzLyzg3Ve3cc6SsWTlhraacbrcfPcy6ivb+OfvPyQmIYIZi0aH+khnJVqdBm20ifBoE7c/es1//Z3L6aKjudsrPk8iSg9vL6O9sRO3678FqVqjIjbJK4BNEQY6ByqyXa29/7O/3hRGfIpXMBfMHekVy0lR/yWcI2LNJxXMQwQOt9vD0w99xI61R7j9/kuYOFs5G2egWfHGdirLWvjdn67CYAyta+Xo0SbWrC3i2u/MID4uePOCe3r7+WzdYRbNHklsAKvuvnCpUVmJjMxU/mdLt8XGhsOVLJ89Dq1auVaDuo5uDtU18fMlsxVbc1VxKSkR4YxOkvYgSBDgsce8ldw//lGPueQ85t4gzznoC1tdIKP/dkdrNU6P55i7UtIabeUUxGQQpvb/ft7bf1vOlJiRQe2/beqvwuGxkWn0zzkgiiIi0turvvFuURCE1cDJotx+7cc+s0RRbBgQsF8KglAsiuJGP65HEIRbgVsBMkb5X9rPNo/hUPcWWu31JOjTTvu6MHUYw825HOo6zFXDrvRrT5WgoiB6OLs7SvCIHlSCfzcWZq2e8dHD2NRSwo9HSovlX5AynBdLd7GxqYJz06TZRxan53Lf1i/5pOIIP5so/ZvYoqwcfrd+DR+WHOHOGfK+GY5KjCczJooPDx9RROACXDhhJL//YC0Ha5sYn67MTEJBELh4+mj+8clWyhrayE1R1laVGBPO3Ik5vL/uINdfMBWzMTDx6zqthuUXTuJfr2xk5/6qoIlctVrFbT9YyF2/epOXXtnMLd+fH5R9T8XNdyxm15ZS/njvu/ztxVtCftN3OqjVKn71l2u453tP8+D/vcx1dyzm6v9bMCR0gohGqyEhLZaEtFM/2PN4PHS39X1lI276ylbc3thFR3M3MYmRDC/I+G+784B4NYYbhiqwg4zeLiuP/vx19mw6ymXfn8uya2eG+kinTUlhPS/+cy0z549kxrzgjeI5GS6Xmz89/hnR0Sauuko5h9Xp8OybW7A7XHzn4skB3WfLgUoq6tv57ffPC8j67205iNPl5uLpyj7gfHfXIVSCwPnjlXmNtPVZ2FRRzXenFMj6fiYI8OCDIm+V7Kf8vQn86nZvEJVG4jPyjyuPMC4uiWST9IcrX9QVY9aGMTlOWvW13tpJaW8zP0stkHR9aV8dXc4+JkT7/5Ct1d5Gg62RefH+F1LK+w4AkGn277XX7axhRfX3/d7Pxzfe4YiiuEgUxTEn+fUh0CwIQjLAwO8nnekhimLDwO8twArAV58/resHrn1GFMXJoihORuWh2+Ff6FFeuLdX82jvHr+uA5gQNZ7a/jpa7Se2EH8zM2JH0+7oprRXWrjSgqR8jvY2U2Npl3T9tIQMYsKMfFIjPegoyRTOzJQM3i8rkpzIDJBoNjMvI4t3iwpxyZwnKQgCV4wfw57aBiralRmFsqxgFKYwHW9s26/Iej6unD0OvVbDK+v2KrqujxsvnEav1c7bq/cHZH0fV14wkbSkKP763FqczuCFFk2amMn5S8bx1ts7KC5pDNq+JyMyysivHryM2qo2/vbwJ7LeD8HEFK7nsddvY/6FBbzy5Coeuv2VoXTlQYZKpSI6IYLhBRnMWFrAhTfN58bfXMpd/7yJR1b8nH+su48H37yDnzzxXa69axnnXTubSeeMJmNECqaIwPbzDuE/lcWN3HHZ3ziwvZwfP3gZt9y9LNRHOm16uqz84d53iY0P52e/uSjkr63X39hGeUULP//peZgVDEf6JkorW/hg1QEuOXc82enxAdtHFEWe+2g7yXERLJkRgHApl5s3Nuxn+sh08lKV+zgcLhfv7TrMvJFZpERJ6yk9kQ8PH8Hl8XDl+DGy1zrU0oRn7lqu+kkjr78O11wDTgnDIEo6Wilsb+GyXOkPB+xuF1/UlbA4NY8wCZk6AGubvPfxC5OluQG3th1GhcDUGP97sPd3ekVqQXSB39eW9O4lWZ9FpNY/52atZRtu0e73fj7kPsL/CLh+4M/XAx+e+A8EQTAJghDu+zNwLnD4dK8/FbWWHX4dNEoXT6I+nZJe/0WG7wvq+wL7w7TYfFSo2NJ2yO9rARYmeV/Ia5qkCVSNSsX5aSNZ21CK1eWQtAbAZbmjqentYndLveQ1AJaPHkOzpY8N1ZWy1gG4dFw+akHg3f3KzII1hem4eGI+Kw+V0t5nVWRNgCiTgYumj+az3cW0dvcptq6PUZmJzBqfxetf7MHSL/1r/E3otBp+8v0F1DR08Pan/j8oksNtP1hATIyZR//0KQ5HaEeyTJiazfd+cA5rVx7i9ef8MqKEFL1Bx11/vppb772QHeuO8LMr/k5teWjnDA8xxNnIhk/387Plf8dhd/LYaz9k6dXTQ32k08Zhd3H/XW/R0dbLvX+8gohI/0eRKEl5eTOvvLaVhQvymTUzePZuURR54tk1RJj13Hz1rIDutaOwmsKKJm5YNhVNAJLKP99TTGuPhe8tmKToul8cKqXD0s93phcosp4oiry9/zATUpPJjZfXxgbwVuEhDBoN/3k0hieegHfegSuvBLufmun9skLUgsCF2dIfPmxuqqDXaWdZuvRWtTVNRYyISCLN6H//LMCWtkOMjswmUud/0NO+rv2k6JNJ0vtnn+93W6ixFJMX4X8gbK1lO9E6ae2ZIF/gPgIsFgShFFg88N8IgpAiCMJnA/8mEdgsCMIBYCfwqSiKK7/u+m9CLeios2zz+7B54ROpthzB5vZPvCTpE0nRJ7Ova7/fe0ZoTYyPymFz60FJ1Z5kQxT5kamSBS7ABen59LudrG2QNpMXYEnGcPRqDSvKCiWvAd5xQbEGI+8Uyhel8WYT84dns+LQEZwKzNcFuHr6OJxuN+/vVkY0+7junIm43G7e3Oj/Q5LT4fsXTafHYuO9dYFZ38eMidnMnpLDi+9so7X9f/sAA4XZrOfnP11CdXUbr7y6JWj7norv3DSHRReM5+Wn17Pms4OhPs5pIwgCl944h4dfuoXuTgs/ufwptq+R954eYoghvLhdbp579FMe+enr5OSn8tSKnzBqgrzev2Di8Yg8/vsPKdxfwy8fuJSRY06/nSsQuFxuHv3zZ0SE6/nR7dLatKSyauMRDhXX84Nr5xARHjiRL4oiz36wncSYcC6YpXxOhyiKvLJ2L7nJscwYqexr8Y1tB8iMi2ZGrrzxOz721DVQ2d7JlQXyq7cWh4OPjxazdPgIwsPC+NnP4O9/hw8/hMsuA9tpGpjcHg8flBcxLy2LOIP0HuxPaoqI0hmYlShNsLXaejnQWXus6OUvddYWqiyNzIn3v6XP6rJS3FvCBAnV27LeA3jwMCLcP4Hr8Fhpsh4gzST94aAsgSuKYrsoigtFURw+8HvHwP9vEEVx6cCfK0RRHD/wa7Qoin/4puu/CZ3aRGP/fpyefr/OOyJ8Em7RRXmf/zekE6ILKO4tweLyv7I3O34ctf0t1Fib/b4WYFFSPoe76mjq75Z0/eS4YSQazHxSI/1G1qwL47zM4XxSUYLdLb2CplWruTx/NGsqy2m1WCSv42N5wRjaLVbWlcqvCAPkJMQyLWcYb+04iFumjfp40uOjWDAul3c2H6DfLsEj8w2MyUlm+pgMXvt8d0DWP54f33AObreHf7y8IaD7nMj0aTmcd+5Y3nhrOyUhtioLgsBPf30h4ydn8sSDH7J/tzKvv2AxbloOT31wB2lZcTzww5d49W+r8Cj4eh9iiG8bPZ0W7vv+87z77AYuuGYGj7x8KzEJytg2g8WL/1zD+lWHufmORcwdBGF0b7y1nbKyZn76k/OIjAheJdlitfPPlzcwKjeJCxb4Fy7qL7uP1HKwrIHvLZ2CTqt8iOK24hpKG9r43sJJilrNi+qbOVDbyNXTxyk2wu/d/Ycx6bScny+/Uv9Z2VEsTifLR38llm+/HZ5+Gj7/HC66CKyncTu/ramWJmufLHtyv8vJmoZSzksbgVYlrUK/rvkIIiILk6SdY3OrV/fMivP/9Xyw+xBu0c2EqAK/rz3auweD2kya0b+vaYN1Nx5cDDNJn/xwRqaM6FRm3KKDBqt/duN00wjCVEaOSrApT4gqwC26OdTtv9V4VtxYBAQ2tUqr9Pie2KyVWMVVq1QsHZbPhsZyeh3S++4uzx1Dt8PG2toKyWsALM8fg1sUee+I/MrRnJxMEswm3lHIpgzwnenjaezqZUOxsqLluwsm0WO18+H2wFTMbr54Bp29/axYH9iKYmpSFNdeMpXVm4vZV+hfL7xc/u+HC4mONvHYnz8LuVVZq1Xz28euImVYLL+/6y2qK1pDeh5/SUiJ5k9v/B8LL53Ea0+t5oEfvoSl17+HhkMMMQSUFzVwx2V/49CuCn76xyv40QOXog1h4rsUPnt/D2+9tIULLp/EFdeFPgyrorKFV17dwjnzRzFndnBDrl54Zxsd3RZ+fsvCgM9ff/6j7cRFmbhorvyq5cl4ee1u4iNMnD9J2d7eN7YfwKDVcPFEZarOfXY7nx85ytL8EZh08sMb3y48RHZ0NJOTU//r/996Kzz/PKxeDRdcAH3f0DW2oqyQcK2Oxen+jyzysb6xDIvLwbJ06SJ5TWMhmaY4ss3Seqg3tR1kZHg6CXr/Rznt6zxAuCacHLN/6c8e0cPR3n0MNxf4nbxca9mOVmUkySD9AdMZKXC1KgNawUCtnzZltaBhePh4Snr2+m0XzjFnE64JZ5+EPtzYsEhGRWSwuU2a8Mgwx5EbniDPpjwsH4fHzZf1RyWvMSslg3iDifdL5YnJ7OgYpqSk8nbRYdkhPRqVisvHj2ZTRRVNPcpYZs8ZlUNSpFnxsKmC7BTGZSXz6vq9ilaHfYwbnsLkUcN45bPd2ByBreJee+lUkuIj+Muza3C5g1f5Cw/Xc+fPllBZ1cqrr28N2r6nwhyu56EnryEsTMt9P32Njjble6wDSZhey52PLue2317Mnk0l/OTyp6guleY0GWKIbyPrPtrHnVf9A5fTw5/fuI3zrpQ+4zJU7NpaxlOPfcrUWcO5/RdLQx4q5XK5efRPn2I267njR8G1JlfWtvHOp3tZtnAso3KVmaZwKvaW1LGnuI7vLZ1CWAAeiJTUtbK9uIbvzCtAq2Bvb5fVxqf7i1k2YRQRBmVCvz4pLKHf6WK5Avbkso529jQ2sDx/7ElfyzfcAK++Cps2wZIl0NNz8nWsTgefVZawNGuE5DGb4LUnx+lNTIuXZuXucljZ3VHFwqR8Se/NFlsnR3trmSXBnuzyuDjYfZCCqHF+T4Jp7K+kz9Xld/+tKIrUWraTapyCSpD+vjgjBS4IpBgnU2fZ7rdAygufSK+rg0ZblV/XqQQVBVHjONh9EJfH/8rRnPjxlPfV09jvfxIzwMKk0eztqKbdLu0GuiA2hVRjJJ/UShfJGpWKi3NGsa6ugk6bvErPVaPHUtXVya4GeaFVAJePH41HFHnvgDKVUY1axZVTx7G1rIbKVmUSmn1cv2ASdW3drDtYrui6Pm6+eDrt3RY+3CAt1Ox00Ydp+fGN51BR08aKlfsDuteJTJ+Wy7mLx/D6G9s4WtoU1L1PRmJyFA888R26Oq387udvYAtg0FcgEASBi747i4dfuhVLj42fXfkUW74I7OtniCHOdNwuN8/88WMeu/MNho9J46kP7mDEeGV6EYNJeUkTf7jnHbJzE7n3j1eg1oT+tvCtt3dQWtrMT+84l8hIY9D2FUWRvz63FoNey63XBG6uvI/nP9pOTISRS+YFxgb9yro9GHRarpitzChFHx/sKcTucvOd6eMVW/Od/YfJi49lXMrJppL6x9uFh9CoVFw66tTV5WuugTffhB074Nxzoavrf//NF9WlWF1OWfbkPqeddY1lnJ82CrXE0Xzrm4txix7J6ck+e/KcOP9fB0f7SrG6+yX135b07kFAYHi4f9d2OMqxulpl2ZPhjBW4MMw0nT5XM12OKr+uGx4+AZA4Lii6AKu7n6N9pX5fO3vghSXHpiwisq75iKTrBUHggvR8tjRV0mmXnhB8We5onB4PH1cUS14D4PzcPMw6HW8Vyr+RTo+OYmZWOm/tOyR7/JCPK6aMQaNW8eZ2ZUOb5o/LYVhcJC+vCUwK8cSRw5g0ahgvfLwTqy2wQmvu1FymFmTy7Jub6eiS30/tD7fftojoKBOP/enToI4sOhV5+Snc+4fLKStp5OHfvI87iFVtpRg7NZu/rbiD9JxEHvrRK7z0xMoz8uMYYohA09Xex69vfJYVL2zyPhx6+Vai46TPxwwVrc093Pez1zGH6/n9X64ZFHO9KytbeemVzcyfN5K5c5QfmfN1rNt2lD2HarjlO7OJDrCw3llUw87CGr67dAr6MOnVwVPR3NXHyt0lXDJjNBFG5UYreTwib24/wMTMFEYkKzNy6FBDE4cam1k+4eQVV39wuN28f6SIhVk5xBu/PhTqiivg3Xdh715YuBDaT5jGuaKsiFRTBFOTpM2tBVhTX4rd7ZKZnlxIiiGKUREpkq7f1HaAbFMKqUb/v177OvejFTSMifBf5B/t3UOqIRezJsqv63zu3GEmeTOvz2iBC/htU47QxpBiyOZoj/99uGMiRqMVNOzr3O/3tUmGGIab0yTblIeHJzLMGCO5DxdgWXo+LtHDF3UlktfIj0lgZHQ878tMUzZotVw0YhSflx2lxy5/Hue1k8bT1NvH2qPy+oN9xIWbOG9MHh/sKcJiV04oqlUqrj1nIgerGtlf0aDYusfzoytn09Fj5fUvAjvKRxAEfnrTAuwOF/9+NbjjcsLD9fzsp+dRUdnKa4PAqgwwfe4IbrtzCds3lvDMX74I9XEkEZ8cxWOv/5Bzr5jCm/9ay/0/eIHebuVGZg0xxJlO6eE6fnLZ3yjaW83PB+z9Gq3yo10CjaXPzn0/e51+q4MH/3oNsfGhF+hut4fH/uyzJp8b1L37bQ7+/uJ6cjPjufhc5SqTJ8PjEfn725tIig3nigWB2evNDfvwiCLXzfd/PMvXsfloFbUd3YqNBgJ4bc8BjFotl46V38+7prKcDls/V40+var4xRfDBx9AYSEsWMD/s3feYVGd29u+98zQe0dBURRFFAUsiL333o0tJpbEWGKiRpOYZokaNWpimrG3GHvvHcUONhARVBTpvcPM7O8Pwvk8/kzi3jMD6vG+Lq8Y4V3vy7AZ9tprrech+S8pjcS8HM4+eUDv6rVR6JB0738UjquZFQGO8hTJc4oLuJASLbs9Oa0wi9uZD2jmJL1LQBRFQjPC8LH2wURpImltrjqTx3n3ZNsDOZjUwFzlKHnt07yyCa6FkTP2xtV4lHtB8tqaVvWJzbtLnlrazKaJ0gQfax9CM8JkzY42c6pLRNZDkgsyJK8VBIG2rj5cSokhq1hee7CPrQtVrezZr0ObsiAI9K7uQ2jyE2IydWvfHVjblwK1mj2RulWDAVp7eVLB2oqNV8N0jlXK4KB65BQWsT9M9/M9Tc/A2tiYmxqsilvbswJtGnix4eAV0rIMm5xUdrNnYLcGHDh5m1uRhknY/44mQV60a1ubjZtDiLpX/q3KAD0GNKLPW43ZteUSOzZJf296GTA2MfqPUE7Y+XtM6vMDD+6+HK/vG95QnhzbeZWPB/6EKMKiLeNo36dBeR9JFmq1hjkzthIbk8zM+QOoWl2at6Wh2LL1IpF3E5g0oQO2tmXXmgywbvtFklKzmTyqLSqlYW+Nj1+5y50HiYzp3cQgs7e5BUVsPXeTdn5euDna6DX25gvXcbA0p11t+aJLT5Oel8/+8Eh61PHGylRaEvU8/rx9kwqWljSv/OKWSF26wN69EBUFrVpBQgLsjg5HK4r0qS4/6c4syudMQjRdK/vITpLPJt2lWKuhjUx7oHMpNxERaeYo/UFKXH4cyYUpstqTo7LDEBGpaSXNe7lQk01S/i2d25PhFU5woaSKm5B/gyKNtLnUGlYBiGi5lyO9/TTAzo/kwhQe50ufHS1tUz4ns4rbtkJt1KKW04nyEi5BEOhayYcLSQ9JzpcvhtOrmg8C6OyJW8fJmVqOTvyphzZllULBoIC6hDx4RHSKfuZm/SpXwLuCE5svXNdZDOtpzEyM6N+8Lidv3uNhUrre4j7N+32bUlikZvXeiwaJ/zQj+jXG0d6Sxb8fL/OW1vHj2mFtbcaC7w68FK3KAKMndaBp61r8tuQw507KGykobwRBKLE6WT+WgvwiJvf/kbMHXx2/3ze8QZ+oizX8/M1uFk3bQi3/yizbORGvcvaIlYsoivwwbz9XL0Qz6dNuBARKU0Y1FA8eprB2XTAtW3jTskXZtiY/epLOH3uu0LGlD/VqGfb7qlZr+GX7Oaq5O9C5SS2D7LHj/C1y8gsZ1kZacvFvxKZmcPbuffo38sVYT6JV26+XzPMOaeCnc6y47CzOPHxAP586kudd27eHAwfg4UNo2RI2X3xAPUdXqtk6yD7P0cd3KdZqdW5PdjSxpJ6dvDbp4JQbuJk5UcVC+mzztYwwAPxtpSfHkdnXsFDZUNFM2vvL47xLiGj/06WrC694ghuEiIa4vCuS1rmbV8dcaUVklvQKmt9f3+jQv77xUqhs4YKHuQvBKfISuto2FXExtdZJTblbZR+0osjBx/JvvF0trGhWsQo7o8N1SvwEQWBgbV9uJSdxO0l35dYBfnUwUirZdFU/c7OCIDC0iT93E1K4EB2rl5ilDG7hh7FKyaqjl/UatxSPCvb0aFGH7SeuE5eUYZA9SjE3M2b8iFbcjUlk7/GyFSeytjbjow87Eh2TxKY/pI0rGAqFQuCTb3rjXced+TN3cOfW4/I+kmxq16/CDzsnUrVmBeZO3MDqhQffzOW+4X+K9JRsZoz4jT3rz9F7ZHPmrhmNrYNleR9LNn+sCebQ7lDeercFHXv4l/dxgP/fmmxublzmqsmiKLJ01QmMjJS8P6yFwffbdeYWjxIz+KBfc9miQ/9EYbGadSeuUL+6O75VdBdsepoN50JRKhQMaKQf0SqNVsuma9dpUMmNms66taMCbA8vKbr095GnxNyqFRw+DHFPtAR/2p6WFrr9fOx7FE5lC1t87eSpcedrighOjqK1i49kBWOArOJcwtLv0dyprqz25tD0MDwtqmJrbCtpnVbUEJUdSg2rAMnnfpx7AROFNU6muj/8eaUTXGez2hgrLCW3KSsEJV5W/tzNDkUrSrtZszW2xdOiqqw5XChpU76ZEU1GkfQKqkJQ0MbVh5Dke+SpC2Xt72XjRA0bJ/bH6lZZ6lO9No+yM7mSqJsKcs+atTBWKvkzXHcfWwcLczrX8mLnzXByi/QzN9vVryaOVuasPqPfdmIHawv6Nq3LvkvhxKVk6jV2KaN6BqFUKvhlh+FnVNs2rYlfbXd+23iWzDL2Um3apAZt2/iwYeN5oqNfDosbE1Mjvlo4CHtHK774aDPxjw1TqS8LHFxsmLd+LF0GBfLnryf5YtQqsjPezOW+4fUn8sYjJvZeRtTNx0xdOIgxn3ZHqUe7lbLmxKGbrPnpBG0712X42FblfZz/sHXbJe7ciWfShA7Y2f2zMJC+OXclhguh93lnQBMc7Qz74CKvoIjfd4XgV8ONpvWqGmSPXSG3Sc7MZWwn3QR6niUjr4AdV27RpW5NXGz08zqdiX7A44wshjTQfQ5Zo9XyZ/hNmlSqjLu1/Lbspk1h2NJQtDlmLH23NjEyZV1SC3I5n3ifrpXlzc4ChCTfo0BTTDuZ6skhKbfRov1P96gUMooyiMm9L6s9+VFeFPmaHGpaSbUH0vIo9wLuFoEoJPrmPo9XOsFVCCrcLRrxKDcEUWKiWtMqgDxNFnH50u1a/O38iMm9T0ZRhuS1zRzroUXkfIq8hK6tqw+FWjXBydKVnEvpVtmHKymPeJL3N+ZfL0DHKl6YqYzYfk+3xNTG1JRO1b3YdSeCArXu3q1D6pfMze65qZ/WUGOViiFB/pyLekhUgjyLp7/j7XYNUCoUrDx6Sa9xS3Gys2RwhwAOX7hD5MMkg+xRiiAITH63Lbl5hazYFGzQvZ7H+A/aY21txvzv9qNWvxytyrb2Fsxa8hZarcjnH24kK7NsE399YmyiYsKsvkyc3ZcbF6OZ2HsZ9+/El/ex3vAGg3Fk22WmDv4ZhVLBwj/G0aanfsV6ypqb1x6y+Jvd1K1fhQ8/717uXrelPHyYwuq1Z2nRvGaZtyYXFqlZuuoEVdzt6dfF8NXszUeukZaVx/gBzQ3y+herNaw+dhk/z4o0rCFf+fd5bL10g/xiNW8311/b88ar13GyMKd9Td3nec8/iuVJdvYLi0v9HRqtlqtmF+n23TlycxS0bFkymyuVw4/voBFFuleWbzF0PCEcGyMzAuyryFofnHIDJxNbalhJvxbCMko6If1t/SSvvZt9DQUKqltKe3CRUhhJgSZDL+3J8IonuFDSppyvSSO1UNoV6GXlj4Agq0259BteegFIoZplRVxN7QlOkddG62/vgb2xBcfj5c+/dq1U8jTo4CP5SaCFkTGdPLzYfz+SArV0X+CnGejjS3ZRIYfu3dMpDoCfWwV8XJzZeFV/c7MDAutiZqRiTbB+q7jONpb0CqrDnovhxKfJf9jwTwzr3ABrC1OWbz1rkPhPU83DiT6d/dl99DqRMWVbSbWxNmPypI7ci05i8x8vj7hTpSqOfPndQBKfZPDN1C0UFen2s1LedB4YyIKN71FcrGbygB85tS+svI/0hjfoleIiNcu/2sn3M7ZSu0EVlu2YSPXabuV9LJ2IfZDCV1P/wNXNji8WDMDYAMJGcihpTT6AmZkxEyd0KPOke/Puy8QnZfLhu21RGbgyn56Vx4YDV2hVvzp1q8uze/k39lwMJyE9mzGdAvX6Whap1Ww4H0oTLw+9WQPFpmdwNvoBA/x9MVbq/tpvuX0TW1NT2nvqliyfj48lMS+HMV3cOHECCgpKZnIjJN4u74sNp7q1IzVs5L1exVo1pxMjaeVSCyOF9NcnT13A1bRImjnKbE/OuI6jsSPuZtLf+yKzrlLZwhszlbRKf2xOCCDgbtFI8p7P45VPcN3NS9owpLYpm6usqGReQ5YfrruZG47GjoTKSHAFQaC5Uz1C06PIkaGGrBQUtHatxdmkuxRq5FU8q1jZU8fOlX2xuolE9fWqQ1ZRIccfSa+CP02geyU8bGz1IjYlCAJDGtTjbnIqVx7p1j5diq25Kb0b1GFf2B2SsuSLcz2Pke1KVDhXH5M2R/6iWFmYMrJ7IBduPeRyuH7niJ/HuwObYmttzve/H0er1Z8w14vQrGkN2rT2Yf3Gc0THGLZiLQVffw8+/rInN0MfsvibPWX+uuibWv4eLNs5iWo+bsyfvInf5+1D85JUzd/wBl1IS85m+vDf2LcxhH6jWjJ75bvY2Jdty6y+yUjLZeakjahUSmYveQsra7PyPtJ/2LbjMhF3njBxfHvsy7g1OT4pk3U7LtI6qAYN6r644q5cVu+9SH5hMe/3bWqQ+MUaDSuPXKKOhytB3vr9evaHRZKSncfbzfRXvd109QYKQWCgv+7zvGn5eRyNuUcvbx9MVLo9vNlx7zbWxia0rVSdevXg1CnQakvmc2+9YMNiYn42l5Jj6aZDe/KllPvkqAtoK1M9+WJqOMWimuZO0l/fQk0htzPD8berJ/n8mcWpxBfcp4bE9mQomb91NvXBVGkree3zeOUTXDOVHU4mtWTZBdWwCiAuP5qc4gxJ6wRBwN+uHrczwynUSJ+FbeZYF7Wo4UKqvASzrasPeZoiLqTITyy7Va7NjbR4HubInw1sUqEyLuaWOqspKwSBfj51uBD3iPsZus8qdqtdExtTEzZc0Y/YFMCwpv4lggghYXqLCVDB3poegT7sDLlFYoZ+k+dS+rWph4u9FT9uPatXNejnYWlhwrhhLbgV+YRDp3S7LuQw4YN2WFmasmDhy9OqDNC6oy8jx7Xh5OGbrPv1ZHkfR2fsnayYt24M3Yc2YfvKM0wf9huPol+ehwpveIMURFHk3JFbTOi1hOjwOD75/i3e/aTrKz1vC1BQUMwXH20mPTWHbxYPxtXNrryP9B9iY1NZtfoMzZrWoHUrw6gJ/xM/rDmFQoDxb7cy+F5xyZlsO3Gd7s1rU7WifFXef2L/5Ts8ScvSe/VWFEXWBF+lhqsjTbwq6yVmfnEx26/fooN3dVytdZ/n3XkngmKtlgEyxaVKyS0u4tCDu3StWhPTvxLl2rXh9GlQqUqS3NDQf49z4FEEIv+/W1IOxxJuY6EyIdBRnsp5cMoN7Iys8LGRPut9OyucYrFYVntyVHbJCyR1/jZPnUZyYYTe2pPhNUhwAdwtGpNUcJsCTYakdaVPGO5mv8AV+wz+tn4Ui8XczpKuaOxtXRkHYxuCZdoFNXSoipXKlGM6qCl3rVTyC+VArPwYSoWCntVqcfJRDKn5uonO9KtVYqa99bbuYlNmRkb0qVebo5H3SMzWT9JY2cGWdrWrs+XCDXIL9SNgVcq77Ruh1WpZe9wwVVwTYxVj+zQh4n4ixy/Ln91+UTq2rE2dmhX5ecMZsnMLDL7f09jYmDNpYkeiohL5Y4vhLZKkMPDtZnTuFcDmVWc5tPtaeR9HZ4yMVYz7shcfLxjIg7sJjOv+PeuWHKaoUPdZ+je8oaxIjEvn6/fWMPuDddjYW/L9n+Np1c2vvI+lMxqNlgUzd3A3PI7pc/pS8yVqs9ZotCxYdAAzUyM+nFj2rckXQ+9z5mIUI/oF4eJobfD9fttxHqVCYHRv3b09n4dao2XlkUt4uzvTvLZ+xauC7z7kXmIqI5oF6O37tO92JJkFhQyp76dzLFEU+fP2TfxcKuDtqFv79OEHUeSpi+lT/b/nZmvWLElyzc2hTRu4/C/mF/tjw/GxdcHTWt7DDLVWw6nECJo718BEaSR5faGmiEupETRxrINShvpyaHoY5kozalrVkLz2btY1rI3scTGV1kUQl1eiRaMP/9tSXosEtyTjF3mcK81ypYJZVSxVtrLalGta1cBcaca1dOnJsUJQ0MzJl8tpd8iXUQE2Uqho6VKT04l3KNbKq1JVtLAhwMGdfTokuFCipqwWtey9L8+btxQXS0taV6nK9ojbqLW625C8FVAPtVbLllD92da83aw+WQWF7Lqq38qkm6MN3Rr5sP3cDVKycvUau5TOTWpRzd2Bn7cHG7yyqVAITB7VloysPFZtMbyC87O0aF6T1q1qsW5DMPfvJ5f5/n+HIAiM/6QL9RtXY+m3+7h6QbfW/peFdr3r89vhKTTvXJfNy4/zftfFXAu+W97HesMb/hF1sYZtK04xtvNCwkLu8e4nXVm2YyJVveVZerxs/L7sKOdO3eG9jzrRpGXZijf9Gzt2XiE8PI4J49tjb1+2lkvFxRqWrDqBu6stA7vr1yf2edx9mMShCxEMbB+As52VQfY4fC2SR8kZeq/eAqwNvoqztQVd6unnGhJFkY1XruPl5EDDyro/dAlLiCcqLZUBtXWr3kJJe7K7pQ0NXP6vF3L16nDmDNjZQbt2EPI3roSPczMITY3Tyfs2ND2W9KI82e3JV9MjKdAW0dxJujq1VtQSmnEdXxtfVApp7d5qbTH3cq5Tw6q+5OvwUW4IZkp7HEy8JK37J16LBNfJ1BtTpS2PcqX5YCoEBTWt6hOVHYZGlHbTr1Ko8LXxJSzjhmSrIShpUy7SFnM5VZ7QU1vX2mQV53Ml9b6s9QBdK/twJzOJe1ny1YFr2TvjY++sc5sywAAfX5Lzcjn1QKYu+1N42NvS3LMKf4bepFijn4TOz6Mifh4VWBd8DbWevUDf7dCIYrWWdcf1K2RVilKhYFy/5jxKzGDXGd2r5P9GTU8Xeravx46DoUQ/LPskc8IH7bG0NGX+d/tfKt9WlUrJZ9/2x8PTmdnT/yQm6uWwNdIVO0crpi0azNw1oxEEgc9G/s78yZtIS84u76O94Q3/h4jQh0zovZSVCw7g38SL3w5Nod+olqiMXu2W5FJ2b7nIjk0X6DUokF6D9GsXoyuPHqexcvUZmjbxok1r+UmAXP7cf5VHT9KZ9G4bjI0ML7a1fFswVuYmDO/a0CDxNVotKw5dxKuiI618q+k1dsSTJELuxTKkiT/GemrXD4uLJzwxiSH1pc93Po8tt29ibmREtxq6JeCJudmci39In+o+KP7mXFWqlFRyXVygQ4eShPdZSi04u+jQnnw8/jYmChXNnKRXUAHOJt/ASmVOPVvpglvROTFkq7Nl2QPF5t2hUJtPTStpD460oprHuZeoZNEYQUbF+e94LRJcQVBQyaIxj3MvohWlqZTWsA6gQJtHbK70CmSAnR/Z6mzu5UivxPjaeGJjZMHZZHltykFO1TFTGnNUBzXlLpW8EYC9D3VLTntX9yEsOZ6ojFSd4rSqUhUncws239JP1XVog3ok5eRy+I7u6sylvN2sPo/TszhyS7+tvpWdbOncoCZ/Bl8nOdMws7jN6lXFr4Ybv+8KISdPno+yFEa/1QwLcxMWrThW5kmmra05kyZ04G5UAqvXGF5BWgoWlibM+v4tzC1MmPnhRuIepZX3kfSGf1Mvfto3mSET2hF8+CZjOn7Hll9OUJCn37b+N7xBDvGxqSyc+gcfDVhOTmY+M38azpe/vI1zxZdnNlVXTh25xc+LDtGklTdjPuxQ3sf5LwoKipk7by8mJio+nNixzFuT45MyWbM1hGYNqxEUIG+2UQqXbj8k5OYD3u4WiLWFqUH2OHQ1kgdJ6YzuFIhCod/Xc/WZq5gZG9G/kW7WO0+z/koYFsbG9Kij+9x1VmEh+6Ii6epVE0tjY51i7YwORyuK/6c9+VkqVSpJct3doXNnOH78vz++L/Y2fvYVqWRpK+scGlHL8YRwmjh5YaaS/jUVadVcSL1NY4faqGSoL1/LCEUpKKlrI/17fifrCkpBRTVLaWsT829RpM3R6/wtvCYJLoCHRXMKtVk8yZPWMuxl6YdKMOZmpvRWynq2dTESjLiQKn3WT6lQ0sLJj3MpN8kulj6/aqo0oq2rD4fjb5KnlpesOJtZ0czVk233r+vUFtynem2MFUrWhes2V2ikVDKoji8nH8RwL023ZBmgRbUqeDrY88u5i2j1JK7Uxqca1V0c+PHoeb1VhksZ2zkItUbLD3vP6TVuKYIg8OHglmRk57N8m+G9am2szJjwdituRMTxx17DzBf/Ey1beNOlU102/RHCvv1hZb7/P+HkYs3spUMoLtIwdewaYh/o12O5PDE2MWLoxA78vG8ytRtUZc2iQ7zTdh67152jqPDVtkl6w6tJWlIWP365k9Edv+PswRv0G92KXw9+TJP2urc1vkwc3X+d+TN3UMfPg09m9UGpfHlu8TQaLXO+3cPdu/FM/bgLDg5l25qs0WiZvewggiAw6Z02Bt+voKiYeWuPUcnFln5tpbeKvgj5hcUs2xOMt7sz7erpr7UTIDI+mQM37jC4cT1szPSTnN9PTedA+F0G+vtiaaJbQgrwx60b5BUXM7Sun05xNFot6yPCCHR1p6qN/b9+foUKJerKnp7QrRscPlzy7zfSnhCekUjvKvIfCJxLiiK5MJuubvKumZCUW+So82ntLN3XWStquZB6CR/rWliozCWtFYHbmSFUs6yLiVKaUvv9nJMoBWPczPVjD1TKy/PupyPuFoEYKcyJyT7+75/8FCZKM2paB3Ar87zkNmUzpRkBdn5cTLuMWiv9xq1ThUCKRTWnkqTP8QL092hIrrqQg0/kVzzfqhZAQn42p+LlVzkdzSzo7unNtqhbZBXpVhkcXtcfE6WKFdd0T4iUCgXjmjXibnIqRyP1U8VVKhRM6tCUh6kZ7NTzLG5lJ1uGtPJnz8Vwbj1M0GvsUnyqujKgvT/bT1znepR+bJT+iU6tatMqqAYrNgdzt4y9cQE+nNSRRg09WbLsMOdDDC+wJYWq1V1Y8PMItBot08au4cG910uF2N3Tma9/G8miLeNw93Tml1m7Gd3xO45uv/LGVugNZUJWei4rFxzgnbbzOfTnRTr2b8Sq45/w7rQumFsapqJWXhzafY1FX++ibv0qzF76Fqam0sVpDIUoivyw/Cjnzkcxflx7mjWV13qpC5t2X+Z6xGM+GtWWCs42Bt9v5e4LPE7KZPqIdpgaG+Z7sfrYZRIzcpjWt6Xeq7dLD5/DysSEUa3011r9y/lLGCkVjGqs++xzkUbD6rBrBLlXxtfZRadYx2KjeZyTyds+L34uFxc4eRK8vaFHD9i3DzZHh2KuMqKnDgnuttjLOJpY0tJFXsv14YSLOJnYEmBfU/Lau9lRpBWl0dRButBToSaPjOIU6tpKs8HSihruZ5+ikkUQxkr9WoW9NgmuSmGCh0VzHuScRiNKU/Gsa9OMXHUmD3KkJyxNHILIUedwI1P6XKOXpTtVLSpwOOGS5LUAdW0r4WXlwraH0sS1nqZNRS9czCzZFK1b9XVk7frkqYvZele39mIHc3P6+9Rm950IEnN0b9Xt4lOTKva2LD+rvypu61qe+HlU4KdjF8gv0q9i7OiOgThYmbNg2ymD+aW+16cJFRysmbv6KEXFhq2oCYLA1LHtsbEy45ul+yksY4VdlUrJlzN7Ub2aC7Pm7CYi4kmZ7v9vVKnuzIJf30ZQCEx7fy3Rdw3zYKM88QmowvwNY5m9ahQ2duYsnv4n73f9nrMHbxjctuoN/5vk5RSweflxRraZz/bfT9O0oy+/HZrKhG/64OBi+OSmrNm79TLfz95L/cbV+WbxYEzNdK+O6ZNNm0PYszeUQQMb07uX4YWdniUyJpHf/zhH66AadGxp+Lnfu7HJbDh4he7Na9PQRz/WOs/yJC2Ltcev0CmgJgHV/68oki5cvf+Y05H3eadlA71Vb2PTM9hzM4LBAXVxtNQ9kdkTGUFibg5j6+uegK8Ov4qbhTUdPKRVwR0dS1qU69aFPn1ENv5ZRLfKtbEyMpF1jvj8DIKT7tKrUn2MZLQXJxdkcDUtkvYuDWWpJ59LDcFEYUKAnfTqb646E5VgRC1raVXYhPww8jVpeFq1lbznv/HaJLgAnlZtKNLmEJcrLWGsYV0fY4UpNzKlt4bWsamNlcqS86nSBK6g5Oa/k2sgkdmx3M+Jl7W+X+WGRGQ94XaGvGqcSqFggKcfZ+KjeZybISsGgK+jKw1c3FgTfg2NjirI7/o3QC1qWXNddysVlULB+00DuZOUzIm7uotXQcnr/lHHZiRn57JRz764lmYmTOjRjBsP4jl4VTdl6r/D3NSYacPbcP9JGusOyH848qLYWJnx2fjOPHicxs8bnqPKYGDMzIyZO6c/9vaWfDpzK48ev1wzr5WrOLLw17cxMlYx7f213A1/uZJwfSAIAvWb12Dpjol89sMwAOZO3MCkPsu4ejbyTaL7Br1QVFjMztVneaftfNYtOUy9xtVYvvdDpi4cREUPw/iPljc7Nl3gxwUHaNy8Bl8uHIjJS1S5BTh0+AYrV5+hXdvajHqnZZnvX1BYzDdL9mNnY87Use0NPver0WqZu/oI1hamTBjYwmD7fL/rDAICH/Zqrte4oiiy+HAwztYWDG0iPdH5O345dwmlQsGoxg10jqUVRVZcu4K3oxPNK0uzo3mWO2nJhMTHMtzHH5VCekpkbw/HjoFHnVweLe6J3Q35Njc7Y68iAn0qyXuNjiZeRotIB1fpSX+RtpjLaVdoYFcfE6W0BF1EJFeTRQ2rAEwlVmFjsk+gEsyorEd7oFJeqwTXzaIhJgorYrJPSFpnrDChlnUjbmeGoNZKqzCpFCoC7RsRlh5Gnlr6LG0bl/ooBYXsKm4Xt3qYKo3YFis/URng6Y8gCPwRLa9VupSRPvWJzc7g1GPdEkkPW1s6V/di483rZBfqLobUvY43le1s+PHsBb3dSNev6k7LmlVZeeoymfn69Xrt0ciH2pVdWLL7LHl69twtpWk9TzoE1mT13kvcf6L7vPO/0civCv27BrDtQCgXQ+Urf8vF3s6C+XMHADB9xhbS0g1jxyQXt8oOLPrtbSwsTflk3DquXnw9LISeRRAEmnXy5ecDH/HR/AFkpufx+TsrmTbkF25ffVDex3vDK4pGreHw1kuMav8dv83dS5WaFfh+63i++HkEVWu+HrY/z6LViqz79SS/fn+YZm1q8fn8ARgbG14VWAqXL8ew6PtDBPh7MPXjLnpvo30Rfl5/hodxaXw2vjPWVtJmA+Ww9VgY4fcT+WhIa2wtDbPf5ahHHA2NYmT7hrjq2XroZEQMYQ/jeb9tY8z01Fr9KCOTXTcjGOjvi7OV7rPXJx/EEJWWypiAhjo/sFgTfhVTpYpBNevKjmFtLVL1823Y+yQxY4w969dLj1Gs1bDz0VWaOnlR0dxW8npRFDmccAlfm2q4mUv3A76ecZ18TT5NHKULPRVo8lCLauraNpO0TiuquZ99Cg/LpqgU+h8Zea0SXKVghIdlCx7mnEWtlZYY1bVtRr4mh6icMMn7NnEMolhUczldusWLrbElQQ51OJ54hWIZc7xWRqZ0rliXg09ukF0sL9GqaG5N6wrV2Xr/umxfXYCOVbxwNbdk1W3drW5GBzQkp6iIP27LU5l+mtIqbnhiEqfu6S+5mtSxKdmFhfx+Sr9VUIVCYFq/ViRn5rLyiOEqrJPfaoWZiYq5a44ZrB36ad4b0pyqlRyY++MhMrKkPwzSFXd3e+bO7k96Rh6ffraV/PyXS9nX1c2Ohb++jbOrDZ9P2sjuLRdf28qmUqmgfZ8GrDg8lXFf9iLufjJTBv3El6NXEf0aVrDfYBi0Wi2n94cxtssilny6DXsnK+auHc28dWPw9jNMa+jLQEF+EXNmbGXj72do382PGXP6YvSSWRzdvZvAl9/spIqHI19/2adczhdyLYbtB0MZ2K0+DevpVul7EeJTsvh5+zma1K1Ch0DpM5Avgkar5bttp6hgZ8WItrpXQ5+NvfTIOTwcbOld/5/VhKXw67lLCILA6CD9zPP+dvUyFSyt6Oql2yx3ekE+O+6F07u6D7Ym8h9GXEuNI7o4jkWbEmnVCkaMgFWrpMU4mxRJcmE2/T3kvUa3MmN4kp9CpwryhJrOpYRga2SDj7V0descdSYKFNS0lnY9xuVdoVCbZZD2ZHjNElyAalbtKBbzeZR7QdI6Lys/LJTWhKWflrynp0VVXExcOJ8ivU0ZoFOFRmQU53AxNVzW+n6VG1KgKWZ/3HVZ6wEGV/MnpSCXY3F3ZccwUigZVsuf4CcPuZuumypsXRdXgtwrsTr0GkV6UCvuUccbd1trftBjFbdmBSe61fNm4/lQEvVs7VOvakW6NvRm/YmrPE7J0GvsUhxsLJg0qCXX78ax+4x+rJn+CRMTI774sCtZOQV898vRckneanlXZOZnPbkXncjXs3ahfsnEjpxdbfh+5Ts0alqDnxYeYuncfRQXv1xn1CfGJiq6D23CquPTGTmlM+HXHjK+5xLmfbiRx/fL3j/5Da8Goihy6VQEE3otY96Hm1CplHzx8wi+3zYe/yb6VZN92UhKyOSjUas5f+oOYz7swMdf9EClJ49SffEkPoMZn/2JjY0Z387pj4WFvJlEXcjIymPe8sN4VnZkzBD9tvE+D1EUWbD+OKIoMm1YW4O1Qu84f5O7T1KY3LsFpnqu2O8NjeBeYiqTOjbFSKmfayouM4sdN8Lp71cHV2vdq7eh8U+4/CSOd/3r63zGPyJvUKhRSxKXeh6bo69hqTKmv3ct9u0r8ch991345ZcXj7H14WVcTK1p6iTv/etwwiXMlCY0d5KuvpxdnM2NzJs0dghEIXF2t1hbRK46EwuVNcYKaT/nMdnHMVZY4q5n9eRSXrsEt4K5H6ZKO8lqykpBRV3bZtzJukyBRlr7oiAINHFszJ3sSFILpbd7NrDzxt7YWnabcm1bN3xsKrI99rLspKGFazUqmluzWcc25be862GiVLJWR8sggDEBDUnIzWHvXd1nUY2USt5r0ohb8YmciX6gc7xSxrdvgkYU+em4vIcb/8TEHs1RKhQs3mk4H9duzWpTv1YlfthylpQMw/jvPo1XFWdGD27K6YtRHDgpXZhNHwQ1rs6Hkzpy6a/2uZetSmpuYcKX3w1k4NvNOLjrGjM+WE/GS9ZSrW9MzY0ZMLY1q09OZ9D7bbhwIpyxnRfx/YytRN16/NJ9j95QPhQXqTl/9BZT3/qZL0evJi+7gKkLB7F872SC2tUuc1/Vsub29VgmjFhBfFw63yweTN8hQS/d15yZmcf0GVtQa7TMmzMAR0f9ttC+CKIoMv/nI2TlFPDFpK6YlEHr9rFLdzl3/T7v9W1KRSfDCJll5RWwfN956ld3p72ffh/kFBar+fFYCLXdnOlQR3+xfzt/GQEY20RP1dtrV7AxMWVgbd28edVaLesirtGkQmW87aW39JaSUZjP/thwenrUwcLIGDMz2LWrxD7o/fdh2bJ/j/E4L42QlHv0qdxAlndtvrqQ00lhtHTyw0zi/CzApbQraEQNTWSoJ0dmXUGLFkuVtGterS3kQc5ZPCybo1QYRhTvtUtwFYKKqpatiM09T7FWWhtkPbuWqMVibmVKq/4CBDmU9K3L9cRt79KAS6kRpBVmSV4P0LdyQ6KyE7me/kjWeqVCwUBPf84l3udBtnwRHntTc3pW82H7vdtkFuo2m9rCowo1HRxZcfWyXhSQe9X1wc3GWq+zuO72NgxsVJedV29zP1m/4kUutpa826ERJ27c42JkrF5jlyIIAjNGtKOoWM3CDScNssezDOzeAP/alViy8gRxCRllsuezdOvix/BhTTl85Car1xruAYJcFAqBdz5oyyez+hAZHsfEt38nJqrsbZbKGktrM0Z81InVJ6bTfUgQJ/eEMrH3MsZ1+57tK0+Tlpxd3kd8QxkjiiL3bsfxy6zdDG02h1nj1pHwKI0PvurNb4en0KZnwEvl92ooDu8JZdp7azG3MGHp6ndp2PTlq1QXFBTz2cxtJCVnM+ebfnh4OJbLOfafuMXZS/cYM6QZ1avIT15elMycfBZtPEmtqi4MbK8/YaZn+flACFl5hUzr20rvDza2XLxBfEY2kzs101vs+KxstoXdom+92lSw1v1BR0x6Gkeioxhatx4WxrolRUceRvEkN5uRtXWr3u58cJMirYbB1QL+82+mprB9O/TpA5MmwXff/XOM7bFXUAoKelWSd5bTyWEUaIvoVCFQ1vrzqRdwM6tIZfNKkteGZZxBJagki0vF5V2iWJtLNQO1J8NrmOACVLNqi0YsJDbnvKR17mbVcTCuIKtN2cXUmeqW1TmXGiIreepYIRAtWo4lyvN/7VzRFwuViY5iU/VQCgJ/xOhWxX3bJ4B8dTFb7uo2PysIAmPrN+RuWiqnHug+O2usVDK2SUOuP0kgOOahzvFKGdsmEBOVimVHpF1vL8KwNgG4OVizYPsp1Brd1Kn/jsqudozqFcSJK1GcvqYfv+B/QqlU8NmEzigVCmYtO2Cwr+vfGDGsGV061WXDxvPs3afbNW8o2nTyZeGvb1NcpGbyuys5f8owytovG3aOVrw3sycbz3/O+K97Y2JmzO/z9jOs+Ry+HL2KswdvUFRoWIurN5QvGak57Fx9hg96LGFCr6Xs33yBeo2r8fWKkaw9NYNuQ4IweslElQyBRq3l1+8Ps3jWHnwDqrB09SgqVzV80iYVjUbL7Lm7ibjzhM9mdKdOHf1a17wocQkZLF11goA6lRjYTb8zqn/Hsi1nyMzJ57O326OUocT7IkTHp/Ln2ev0bepLTXf9fv9zCgr57dQlgqpXJqi6/maVfz1/GREY21Q/LagrQ69ipFQyvJ7uDxHWhF/F3dKGtpWqyY4hiiKboq/h7+BGLbv/9uI1NoY//oCBA2HaNJg9+/kxirVqdj26RgvnmriYWss6x+GEi1Qyc8bHuorktYkFSdzLuUdTB+ndIHnqbO5mX8NCZYOAtLXR2ccxUdhQ0dxwtmGvZYLrYuaLucqJaIltyoIg4GfXkvu5t8gokj7/1cShMXH5T4jNk15FrWRecnEeSpAnLGOuMqGrWz2OxN8is0iegI+zmRXt3Gqw/X7JXIJcaju4EOjqztrwUJ0tg7p61aSCpRW/XdWP2FKfuj5UsLbSaxXXwdKct5vX58itKG4+0q+PqYmRio97tyQ6PpVtwboLbv0dQzvVp7q7I9+tP0FOvu7K1f+Gq5M1H49px63IJ2zYIb3rQR8IgsDkDzsR2KgaS384wrnzUeVyjn+jZm03flw3hspVnfh66hY2rTrzP9Oya2VjTte3gliybTy/HZpCv1EtiY54wtyJGxjSdBY/fb2Luzcf/c+8Hq87xUVqzh25xdfvrWFos9n8NncfRsYqPviqF5vOz+TTZUNp1KoWypds5tRQ5GQXMHPyJnZsukDPgY2Ys3QI1jaGVwKWiiiKLP3hCOdD7jHhg/Y0b2YYgaV/Q63R8s3S/f95iFoWqs1XImLZe/Y2b3WqTw0PZ4PsIYoi3+04hbmJMeO6NtF7/NVnr5Kem8+HHZvqLWZCVg5bw27R+6/OOV1Jzs1le8Rt+taqjZO5bj66t1MTuZjwmBE+/jo9kLiUHEtMdup/VW+fxsgINmyAYcNg5kz44gt49lfViYQI0oty6VdZXgv347wkbmXep0OFRrIq7yGpFxAQaOwgXT35ZuY5NKIaS5WtpHXF2nxic85R1aoVCsFwDylfywRXEBR4Wrbmcd5FCjXSWtr8bEt8y25kSG9bDLRviFJQyvLEBehUIZBHeUlEZMmrLvar3JAirZq9cWGy1gO8VS2AtMI8Dj+OlB0D4G2f+jzOyeRYrG52J0ZKJe/41+fSk8eExuuurmqsUjEmqCGhcfGcf6C/tt8RzQKwszBjyeFgvcUspXXdagTWqMRPB86TkZuv9/gAKpWST0e2Jzkjh5+36f9reB7tm9eiXTNvVv95nvAo6T7Q+kCpVPDF5z3x8nJl9tzd3A6X5ydtaBycrFj469u07ujL2p9PMu/zHRQUSLM0e9WpVM2ZkVM6s/b0p8xe9S71m9Xg0J+XmNTnB97vuphtv58mLUneiMcbyo+SFuTHf7Ugz2b2B+uIvPGI3m8355cDH7F0+wS6DWmCla15eR+1THn8MJVJI38n7PJ9Jn3ajXFTOqNUvZy3bBs2nWff/jAGD2pMr56Gq8j8G+u3X+D23XimjGmPi6PuSdW/UVBUzLdrjuHmZMPonvr38Szl9K0YLtyJ5f0uQdjp2XooJTuXtcHX6OjrRR13V73FXRFyGa1Wy3t6qt6uvR5KsUbDu/66X1+rb1/DTGXEwBryrYEANkVfw9rIlK6V/l55WKWC1avhnXdg1iyYMeO/k9xtsZepaGZLkJO8SvLhhMsoUNDeRXq3giiKnE+5gLdVTRxM7CWvD0s/jYtpZYwlWvw8yg1BLRbgadVG8p5SeDnfLfWAp1UbtGIxD3OkJar2Jq5UNq9JaPppyVUBSyNL6tn4ciH1IlpReuWypZMfpgpjDifIq2jVsHalrm0ltj2ULzbVxKUqlS3t2Bytm0hUBw8v3CysWR2uu2XQwNq+WJuY8Ns1ee3bz9LfrzYuVpZ6reJampowtnUjLkQ/4nyU/tqfoaTSOLVvK3ILivhpv/7FrEqpU60CA9r5s+3EdW7cKxurlo9Gt8PB3pJvlh4gr5xse8zMjJk7qx8ODpZ8NnMbjx7rd5ZaX5iYGvHJrN6880FbTh+9xZQxq0n5H0zolEoF9ZvXZPqSIWwKmcmEb/pgZmHCyvn7GdZi7psW5leE9JRsdqw6w7ju3zOh17K/WpCr8/WKkaw/8ynvftIVDy/93XC/Sly9EM2kkb+TnZnP/J+G06V3+SWN/8ahwzdYveYs7dvVZtQ7LcvtHLfvxrNmawgdWpQ8OC0LVu25yKPEDKaPaIepiX48Y5+lqFjNoh2n8XS1p39z3RKy5/HryUsUqdVMbK+/6m1Sdg5bQm/Sy9eHSra6C27lFBWx4WYYHap54WknPRF7mtT8PPbEhNO3em1sTOR7r6YW5HL48R36VPHFVPXP33ulElasKBGdmj8fPvqoJMl9kJPM5dT79K3cQLJ6MYBG1HI04TIN7b1xMJH+Osfk3iexMFGW921qYQKxeZH42baQ2JwMMdknMFPa42omXfFZCq9tgutk6oOlqoJkNWUAP7tWJBU+Ir7ggeS1TRyDyCjOJDwrQvJac5UpzZ3qcSoplHyNvDbRfh4NeZCbwtW0B7LWKwSBwdX8uZQcS2RGkqwYUOI9O9zHn5D4WO6k6Wb3YWlszFBfP45ER3E/I12nWFBSxR0d1ICrj55w8eFjneOVMjCwLhVtrfn+ULDefWWrV3Skf7N6bAu+QdQT3SyY/on3+jTF2c6KuauPUlwGFjrWlqZ8PqEzTxIzmP/z4XJrNbWzs2D+3IEoFALTZ2whLc3witJyEASBgW8346uFg3j8MJUJw1dw55b+ruFXDUtrM7oMbsz3W5/fwrz8q51E3njTwvyyUFyk5tzhm3w1djVDm81hxbf7MDYx+p9tQX4WURTZufkCn0/aiJOLNcvWjsY3wPD+rXK5eCmahYsPUj+gClM+6lJuis4ZWXl8sWgPTg5WTB5lONGap7n3KJn1B6/QpakPgXUM9z3aeCqURymZTO3bSm/WPaU8Ssvgz0s36NugDlWc7PQW9/cLV9BotbzfTD/V2z9v3ySrsJCx9XVXYt4ceZ1CjYYRPs9vK35RtsSEUazVMrj6i8VRKGD58hLRqSVLYPx42PrgCiodxKWupkWSWpRJR7niUikhGAlGNLCTvv/1jDMICNT9q+v1RSnS5PIoNwRPqzYoBMO+z7+2Ca4gCFSzakNc3lUKNBmS1vraNEEpqLguQ2yqnm09zJVmnE+RrsQMJW3KeZpCgpPlzVt2qFAHK5WpbmJTVf0wVapYG6Xb3OugmnUxVapYo4cq7oh6/hgplPyupyruQH9fnC0tWB4s7/v0PIxVKsa3DyL8SRJHbsn3E/473u8ShJWZCQu2nTLYDbuFmTHThrclJi6VdQf0M/f8bwTUqczowc04fi6SP/fpfq3Ixc3Njrmz+5OekceMz7eSl2f4WWS5NG5RkyUr38XYRMWUsWs4fsBw89mvCs9rYT6y7TIf9v2B97osZtuKU29amMuB0hbkn7/5qwV5/Hqibj2mzzst+OXAx/+zLcjPUlysYcmcvfyy+DCBzWuw+Pd3cK1oW97H+lsiI+P5etYuPD2d+frL3hgZlc9DCY1Gy1ff7yc9M4/ZU3tgZSG/KvfCe2q1zF19FCtzEz4cZLiqdXJmDisOX6SVrydB3vpPon88GoJKoeD9ttIreH9Hck4um6/doHsdbyrb2eocr1ijYWXoVRpWdMPPtYJusbQa1keE0rxiFWrYyVf4LtZq2HjvKk1dqlLd+sXjCAJ8/z1MnQo//QSLp7rS2tkHBxN5/sCHEi5iY2RBYwcfyWvVWjUX0y7hb+eHuUrae68oioSln6aqRW1sjaW9jg9zz6IRiwzengyvcYIL4GnVFhEN97OlJarmKitqWAVwPeMsWlFaFctYYURD+wZcSb9KoYwqrK+NJxVNHWV74poqjeju7s+x+HDSCuVVoWxNzOjl4cvuh7dIL5QnWFUap3d1H3bcCye9QLfZUScLC/rU8mF7xG2S83T3BDX5q4p78eFjLsfqrwLWzc8bLxcHlh45T7FGvxVQGwtTxnVtwuWoR5y4bji14+Z+nrRrVINVey7yML5s2nWH9m5E80bV+WndaUJvy7O60gfeNSvwxee9iI5O4utZu1CXQRVbLlWqO7Ns7Whq+VZiwZc7+f2Ho2jKSZH6ZeLpFuaN52cyYVYfLKxMWbngAMOaz+GLUas4c+A6udm62Zi94Z9JepL+Xy3IB/64gF9Qdb75/R3Wnf6Ud6d1wcPL5d8D/Q+QkZbLJ+PWcWh3KIPfac4XCwZibiHdz7KseBKfwaefb8XGxoxvZ/fH3Lz8zrpiczBXbjzko9Ht8K5WNi3t245f51ZMApMHt8TWynCiX8v2nKNYo+Wj3vpPou/EJ7P/+h2GNvHH2VpegvU8Vl64SrFGy/tN5VUVn2V/VCTxOdmM0UP19tCDuyTk5TCytm7V2yOPI0nIz+btGtLPJAglbcoDJyaQcMif8O+6IOdWMbMoh5CUW7R1qY+RQrpQ063M22Src2giQ1zqcX4UqUXx1LOTfl3GZJ/AUuWCs2ltyWul8lonuPYm1bExqkxM9gnJa/1sW5CtTicm56bktU0cgijUFnItXbr1iCAIdKjQiOsZ94jPl9eK2q9yA9Siht2P5VufDPdqQIFGzZ8xYbJjQInYVKFGzR+RuleYRgU0oFijYd11/Vi6DPSvi6OFOT+e1V8VV6lQ8GHHZsSmZrDzym29xS2lb1NfvCo6smjnGQqKDDdj+NFbrTE1VjF3zVG9t1s/D0EQ+HxCZyq62vLFor0kp5af32njwGp89GEnLl+5z6LFB1/q9lYbW3O+/XEoXfvWZ+u683w15Q9yc17eynNZY2ltRpdBjVn85wesODyF/mNaEXMnnm8nbaR//S95v9tifpi5naM7rhD3IPml/l6/zBQXqbkTFsvO1WeZO3EDw5rPYUTLb1nx7T5MTIz44KvebDo/kxlLh9Kwpff/bAvy84i+m8DEt1cQFfGEGXP68vb7bcpE/VcuGRl5TJ+xBY1Gy/y5A3Fw0F9yJJXTF6PYsPMSPdrXpVtb3zLZMzE1m5+3B9O4jgedgv5eXEhXbj6IZ++lcIa28qeyk63e4y89fA4rUxPebak/K6XU3Dw2X7tOt9o1qeqge8uzKIr8evUyXvYOtK7iqXO81bev4WFlS2sdrIEA1ty9TGVLO1pVqC5rvSCA6cC91Bx5ngN/WjFsGKgl3s6dSLqGWtTQyVWu920IlipLfG3qSF4bln4alWBMHRtpyXGBJovHuZeoatUaQcbMsVRe6wRXEAQ8rdoQnx9KnlpasljTugGmCnPCMs5I3reGlRcOxvacT5WXOLV3aYCAwOEEeS2inlbO1LevwvbYy7LErgBq2joT5FyF9feuotbB6sfb3omgCpVZF3FNpzgAnnb2tK9WnQ03rpNbpLsgkamRilFBDQh58Iirj/SnntvSuyr+HhX56fgF8ov0q3SrUiqY1rcVT9KyWH/ScO28jrYWTBjYgtDIOPacvWWwfZ7GwtyEudN6UlBYzOcL91BcXH7V0y6d6/H28GYcPnqLVWukK6qXJSqVkonTuzF+WheuhNzjw3dW8uQlFcoqT9w9nXn7486sPT2DeevHMGRCOxycrTm17zqLP/mTUe2/Y1DgN3w1djVbfjnBjYvRFJST8NnLTnpKNueP3mLl/P18POgn+gV8weT+P/Lb3L1EXo+ldv0qvDezJ78e/Jgl2yfQbUjQ/3wL8vM4dzKCj0atQq3Wsui3kbTqIP1msyzJzy/i05lbSUrOZvasflSu7FBuZ3n4OJU5PxyklpcrH75r+HZHKEm4Fqw/jkYr8smIdgabOdZqRRZsP4WTtQWjOuqnEvo0V+4/5kzkfUa1bIi1mf5aulddvEpBsVpv1dszDx8QmZrC6IAGKHR8rW8kx3M1KY4RPgE6xbqR9oRrqY8ZXl3+me5lJxKWHsunn4vMnw+bN8OgQSDltvZwwiW8LN2pallR8v75mnyupYcRaN8IlcTqr0ZUcyPjHLWsG2CqlGbX9DDnDCIaqlm1k7ROLq+9S7qnVRtC09YQk32KOnb9XnidkcKYOrZNuJERTA+3MZJksBWCgiCHxhyIP0RmcSY2RtLUzZxN7ahvV5MjCZcYVqUjShlPOvpVbsiMsK1cTIkhyEneU6YRNRrwXvA2jsXdpVMl+aqE79Suz+hjOznyMIouVXXzxxsb0JAj0ff4M/wWI/10azMBGORfl9/OX2Z58EVWDe6jczwoebDyUadmDPv1TzacD2V0K/0ILZTSsEYl2vlVZ+WRS/Ro5IOLnZVe45fSs0UdDp2P4IctZ2hWzxNHW928516EqpUcmfFBJ75YtJcf1pzko9Fl80b4PIYNbUpySjYbN53H0dGSnt11v94MSff+DalUxZHZM7Yy8e3f+fzb/vg1rFrex3rpUCoV1GtcnXqNS94XtVotj6KTCL/2kIhrD4kIe8jFEyUigUqVAk/vCtTyr0It/8rUCqiCc0XbchPTKQ80ag0P7iYSEfqg5DUKfUjCo5IHKCojJdVru9FtSBDefh7U8vfA0VV31dTXHVEU2bzqLGt/OUnN2m58uXAgDo6GeR/XFxqNlllzd3P3bgJffdGbOrXdy+0seflFfPbdboyNlMye0gNjo7K5lT1+OYqzYTFMHNgCNyfDXef7L0dw80ECs4Z2xMLUWK+xRVFk8cFgXKwtGdLEX29x0/Ly2XjlOl18alLNUTel41J+u3YFFwtLetTUvVK+JvwaFkZG9K+hW6V/XdQVLFTG9KsqX9F628PLGCtUdHf3w24aGBvD5MnQrx9s3Qom/9Lxfy/7MdE5cUzw6itr/ytpVykWi2WpJ0dlh5GnyZLVnhydfRxrI3ccTGpIXiuH1z7BtTOpip2xJzHZxyUluAB+ti25knaMiMxL1LOTphTWxDGIffEHuJh6iQ6u7SWtBehUoRGzw9cRlh5FfXvpSWFbVx/sjM3ZFntZdoLbpoIX7hY2rI26rFOC27ZSNdwtbVgTflXnBNe/QkUaVHRjZegVhvrW01lV0NzYiFGNG7DgxFnC4uLxc9NNxKCUgCputKrlycrTV+jfqC625voVvpjcswVnbt1n6Z5g5o7orNfYpQiCwIyR7Rny+ToWbzrJ3HHdDLLPs7RpUpPwqHj+2HMFH68KdGpl+FmN5yEIAh9O7EhqWg4//HgURwdLmjYpmzdmufg1rMqyNaP48qPNzJiwnnEfd6Z7f91nl15nFAoFHl6ueHi50nlgSeUhKz2XO2GxhIc+5E7oQw5vu8Se9ecAsHe2opZ/FXwCShK6aj5uGJu8Pr9KszPyiAgrTfZjibweS0FeSWnBzskKH38Pur4VhE+AB9Vru2FsIHuU15WCgmIWf7Ob00dv07ZzXT78rPtLf/2IosiSZYe5cCGaSRM70Kxp+b0PiqLI3OWHiH2Szvdf9C8Tv1uArNwCFm44QU0PZwZ1MNzDztyCIpbtCaaOhytdG+q/BfpkRAzXH8XzdZ92mOrxwcDqi1fJLy5mnJ6Uk28kJhDyOJbpTVtgrON9XnJ+Lntj7jDYux7WxvLnxVMKctgfG85AT3+sjOXd0+Wri9gXF0Y7Vx/sjEuKBh9+WJLkfvAB9OoFO3aA2T+Mdh9KuIiRoKK1s7zr8HxqCC4mzlSzkN72HZZ+GnOlFV6WfpLW5avTic+7Rj37oWX2gPjlflfVE9Ws2nIldQU5xYlYGr24qIWHRS1sjRwJyzgjOcF1M6uIh7kH51MvyEpwgxzqYKUy51DCRVkJrrFSRQ/3ADbcP09SQRbOptJ/CSgVCoZVb8C3148Tnp6Aj508AQelQsEIH3/mXDrF7dREajvoJiwyNqAho/ftYn/UXXp56/4LYHD9uqy4cIUfz17g90G9dY5XyqQOTemzbD2/n77ElM7Srp9/w83RhhFtG7Di8EUGNK+Hn6f0NpUXwcPVjpE9Avl1x3k6N4mhuZ/uczAvwntDWxAZnciCX49SzcMJr6rOZbLvsyiVCmZ+2pOPp21m1pw9LPpuMLV93MrlLC9KRXd7lqwaxbyZ2/lxwQHuRycybkpnVG/mHl8YazsLGrWuRaPWJe8vGrWG+5HxRITGEn7tAXdCYzl3uESfQWWkxKuOO7UCPBiQlouRiYrClGwsrMxe2sRFFEUK8orIyconMy2Xe7cfExEaS8S1hzyKKbGHUyhLqtft+zaglp8HPgEeOLvZ/U9Vr/VNcmIWX0/9g3t34nl3Qjv6D2vySryeGzaeZ/+B6wwZHFTunSyb91zhVMhdxg1rQX3fymW2749/niUjO5/vP+qNSmm46b6VRy6RnJXL4tHd9T6LrdFqWXI4mKpOdvQK0N+D44z8AjZcCaNTLS+8nOSrEz/NimuXsTQ2ZlAd3b1/N90Jo0irYUQt3SrWm6NDKdJqGO4lf275cPxNctSF9Pf47wcB48aVJLljxkCPHrB7N5g/Z6qjSFPMicRrNHXyxcpI+thHWlEaEVmR9HTrLvm9p0CTR0TWZerbt0WlkPZg837OKUS0eFqVjY0X/I8kuJ5/JbjR2UepZz/0hdcpBAX1bFtwNnkXmcWp2BhJmzdp4tiYzbFbeJz3GHdzae08xkoj2rgEcODJBTKKcrA1li7k0LdyA9bGBLMt9jLjasi7qPp71mPJrTOsjLzIosY9ZcUAGFijLouvnWPFzcssaaVbJbB1VU+q29nz85WLdK9RE6VCt182FsbGvBMYwKKT57jyKI4GlfSTwNRwdaS7Xy02ng9jYGBdKtnb6iVuKe+0b8jui7eZu+U4G6e+hZGBEpjhXRpy7FIk89YcxXfWcIOqRpaiUir45uNuvDNlPZ/M28mvc9/CyaF8WvjMzIyZO6s/EyatZ8Znf7Jg3iC8a+qn0m8oLCxN+GrhIFb/dJyt684THZnAJ7P6UNFdP61j/2soVUqq13anem13ug9tAkBaUhYRoQ//82fv+vM0fpCEqBX5JGgWACamRljamGFhZYaljRmW1v//j4W1KVY2Zlham2Nhbfr/P/bX55lZmPzjDYhGoyUvu4DszHxysvLIzSogJyuf7Mz///f//MnMJ/evv2dn5pObnY9G/d+aCFa25tTy96BNrwB8Ajyo4VsJU3P9tkf+LxNyOpLvZ++huFjNV4sG07j5y90NUsrWbZdYvfYsHdrX4Z2R+n1QK5Xgy/f4ZcMZWgXVYHDPsutMCbn5gF2nbzKkU31qVTGc8ve9+BTWn7xGt0a18K2i/98x2y/fIjopje+HdNNrkr4i5DK5RcWMa6Yfu6HotFQO3otilH99rP+tX/dfKFAXsz4ijJbuValmK39mvEBdzIZ7V2nh6omntbw4oijyx4OLeFo64Wf3fx/OjBpVkuSOHAldusC+fWD5zK1/cMoNstV5dHSVVyk/lxKCiChLPflmxjnUYhF+Er1vAe5lHcHWuAr2JmVTJIFXNMEVRWnCPdbGbria1SMycz917YZIempR374dZ5J3ciX1KG1dB0nat6lDENsebedE0imGV3nxxLqU7hWbsTsumH1PzjO0SgfJ6ytbONDKxZstDy4y0rM5ZirpNys2xma8VT2A1XcvMb52c6paybtBtjExZai3HytvX2GifxM8beTfaCsEgUmBTZhwaB+7IyPoU0v3J5HDGviz4cp15h49zbaRg3UWNCjlw47NOHb7HrN3n+SXt3vp9Wm9mYkRnw5ow4e/7eH3I5d4v0uQ3mI/jZFKyVejO/POrM18/fshFk3qVSYqn3Y2Fsyf0ZvxX2zh49nb+XHWIKwtDe9x+Dxsbc35bsEgPp6yianT/uDbuf3LdQbtRVAqFYya0J4atSqydO4+xg35lXc+aEvXPg1Qql5rfcEywd7ZmqYdfWnasWSmq6hQjdjyNPm5hXwwvVdJIvlUgpmTXUBqYiaxUYnkZOWTm13wj6rNCqUCS2vT/yTHJqZG5GWXJq4F5OX8s82RUqX4r4Ta0sYMl0r2/+ffLK3NqOpdAbcqjq9ENfFVIzMjj1U/HuPQ7lCq1XBl+py+VK6inyqXodm0OYTfV52mZQtvpnzUuVyvjxt34vhi8T5qVnPh0w86ldlZktNz+HrFIaq5OzC2TxOD7aPWaPliwxEsTY35qJf+HySk5uTx/aFgGnlWon1teWNrzyM2PYM1l0Lp5VuLms76ua4XhZzDTKViVIDuDzE23blOcn4u4+rqJny1OSaUlIJc3qsl/xq4kBLNnax4vvT9+3vB4cNLktyhQ6FjRzhwAGz+GvcWRZEdj89QycyZADvpD8i0opZTSafxsfbGxVTagxpRFLmYeggXUw8qmUvbO73wPkkFt2jkOE7ynkWaZElrnuaVTHBzi++hFYtQCC+esNW06cbphDnE54dS0fzFW2wcTFzxsvLnctpRWrn0Qym8+EtmZWRFI/tGnEs5T/9KfTFTSqt8eVi40NDem71PghlQuQ3GMryu3vZszqnEO+x8dJW3qspLgMZ4N2bjvassDw9mYWAPWTEAxtZtxMY7YSy+GsyPbeTHAejsVYM6V51ZcvE8Xb1qYqLS7VI2NzZiSutmTN1ziN03I+hdV7px9vNwsbFkYocmzNt3miO3oujoq9+n9q18q9G1oTcrD1+itW81vCsZppW3poczkwa1YOGGk/y+O4QxvQ33i/5pani68O0nvZgyezvT5+3k+5n9MCmnmT9XFxuWLB7Cx1M3M236Fr6d3Z969cquRU4uLdrVxruOO4u+2c3y7w5yYNc1xn3cibr1q5T30V4rjE1UYGqEiakR3Yb8+8+HVqslL6ewJPnNyiMnq6Ck0pqd/1dV9q8E+a+/F+QX4VTRlqq1Kv6VoJpiaW3+V5Jq+l+VYCsbc0zMjN4krOWIRq1l344rrPvlJHl5hfQf1oTh77XG2Pjlv+0SRZF1G86xdl0w7drW5pOpXVEasC3334iJTWHa3B24OFrx3ad9MDcrm86CwiI1n/ywh/zCYpa/3w9TY8P97llz7ArhsYkseKcr9lb6VxxfeOAMecXFzOzZRq/vC9+dOItKIfBRq2Z6iXc9MYFD0VFMbBSE4/N6dCWQU1TIj9cv0KRCZRpXkP+7ukBdzK8R5wl09iDQ2UN2nDXRZ3EysaKrW71//LxBg8DIqOS/7dvD4cNgZwfhWQ+IzI5lolc/FDLEZ69n3CClKJVBlQdIXvso7y7xBffp4TZW8vUTmbkPBSq8rDtJWpdRcJGwxHckrXmal/+d9jmIaEjOPYqLZdcXXlPVsjUhiqVEZu6VlOACBDp0Yv2DuYRnXsLXVtqNfVuX1pxLPU9w8nnau0pvE+7t3pJPb/zK6aRQ2rtKf5rlZ1+ZAHsP1t8/R3+PRhgppLexOppa8la1ANZGXWa8TzOqyKziOplZ8E7tBvx4PYT3UgKp4yi/1UchCExt0pwRu7fzx+0bjKin+1xQ9zrerL8SxqKTwXTwro6FsX5+iQ5u7MfuaxHM23eKpl4eWJrq1nLzLNP6tuZS5CNmbjjMJgO2Kvdv60fkwyR+330Br0pOtG7gZZB9nqW+b2U+n9iZr77fx5ff72P21J4GnYH6J5ycrPl+0V9J7owtTJvSlbZt9PMwxJA4u9owb/kwgk9GsGLJEaa+t5YW7WozelJ7nN+o3pYLCsX/r7DCm9bx14mwy/f5edEhHkQn4d/Ik/c/7oSHp1N5H+uFUKs1LPvxKPv2h9Gxgy9TPupcrsltQnIWH8/ahomxisUz+2FrXTZ2U6IoMn/dcW7FJDB/fHequRmu6h71JIVfDobQwb8GHfz137p+MfoRe0IjGNs6EE9n/b3XXHr4mMN37jGpRRCu1vrxQ154/iz2pma8619f51grb18ltSCPaQ10q4j/ERNGckEuS4Lka7TczojjYmoMk707Yqz899Srb1/Yvh3694e2beHoUdiecBorlTntXOXNAB9NPI6tkS3+tn6S115MPYSJwkxye7JaW0hU1iE8LJtjppLmjfwkZytKQf7P+yvZpyZgzJOcPyWtUSlMqG7dgfs5pynQZEpaW8PKHzsjZy6mHpS0DqCapSfVLDw5knhMlidtA7uaeJi7sP3x6X9sZ/sn3vZsTnx+Joef3JS1HmCMdxAqhZKfws/JjgElVVxbE1MWXJXuL/wszSp7EOReiR8vXSBHD764CkHgs/YtScrJ5feQKzrHK0WlVPBFr7YkZ+fyw9EQvcUtxcbClJmD2xH1JIXfDl3Ue/xSBEHgk+FtqePpylcrDnHvkfzWEam0berNh++0IfhyNIt+Oyr7Z0EfODhYsvT7IXh7V2DOt3tYuz64XM/zogiCQPM2Pqz48wOGjWnFxbORjOr3IxtWnKawQL9+zW94w/8iifEZzJ6+lU/GrSM/v4gvvxvItz8OfWWS2+zsAj6Z8Sf79ofx1qAgpn7cpVyT28zsfD6etY38gmIWfd6PCs5l9zDuz2Oh7Au+zaiejQ36MLdYo+GLDYexMjNhev/Weo9fpFYza/dxKtnbMKa1/iwLNVotc4+epoK1Fe801j0ZBQiOfci5R7GMaxiIlY6zt2kFeay4eYmOHl74O8sX4SzUqPntznkaOVWmsQ7V29XRZ7FUmdK38osnp6ViU+Hh0LyVmhN3Y+hSoTFmSumvzeO8OG5nhdPOpY1k79scdQY3M8/hb9cKE4mdqA9zzlKozaKmTXdJ64o16STlHsbVUr72zyuZ4Bop7UgvuEBecaykdTVtuqMVi7mXdVjSOoWgpJFDR+7n3iaxQNqeAB1dO5BUmERYxg3JawVBoI97S6Jz4riRGS15PUBz5xpUt3JmdfRZWUk2gJOZJYM9/dn18CYPc9JlxQCwNjZhXL3GnH58n5B46a/l0wh/VXFT8/NZHXZVp1il+LtXpFvtmvx+4QpPMrP0EhOgbiVXBjSqy6aQMCKeJOktbikt6njSvZEPq45eIjw2Ue/xSzE2UjF/Qg8szIyZsmwPGTn5BtvrWfp2CWBEv8bsPXaT3//Q7UGLrtjYmPPdvEF0bF+HteuCmfPtXoqK1OV6phfFxNSIoaNb8vu28QQ2r8n6304xesByzp4IfyUS9Te84WWjoKCY9b+dYlT/5Vw6F8WI91qzYss4mrTyfmXaxOPi0vlg4jpu3nrE9GldGfVuyzLRWvg78guKmDpnB/FJmcyb3ovqVcruIcGl8FiWbD5NC/9qjOppGG2LUtYcvULEoyQ+G9jWIK3Jq89e5X5yOp/1aKNXW6CdN8IJT0xiaptmmBnp3rotiiLfnT9LRSsrhvj+cwvvi/DT9YvkqouZUr+5TnG2xISSmJ/DhNry4zzMSeF4QjgDPRphaSRNR6RTJ9i/H+7dgyuTx9FYIa8afSTxKMYKY1o7SfevvZp2Ao2oJtBBuiXlncy9WBlVwM1c2kOQhJzdiBRT0aq/5D1LeSUTXGOFLaAgPmerpHUOJtVxMq3Fncy9km/k6tu3RSUYcTH1kKR1AA3sA7A3tudwwhHJawHautTHWmXBjkenZa0XBIGRns2JzkkiOClKVgyAMbWCUAoKftaxijuilj+u5pbMv3xG5xtqP9cKdKhWnRVXr5CWn6dTrFKmtC6ZJVl4Mlgv8Ur5sGNT7CzM+GrnMTRaeQ8a/ompfVtib2XOzA2HKSo2XLLlZGfJggk9SE7P4bOf9qPW6P9r+TtGDWpK93a+rN12ge0HrpXZvs/D2FjFtKklN4InTobz0ZRNpKXnluuZpODsasNn3/ZjwS8jMLcwYfYnW5k+bj0P7un/Acwb3vA6IooiZ47dZnT/5WxYcZomLb35fesHvPVuC0xMXx1/4OvXY/lgwlqysvJZuGAwHdr7lut51GoNXyzay53oBL6a3A2/2pXKbO+45Ew+Xb6Pyq72fD2ms0GT/Ltxyfx66AKdAmrSzk//VeLY1Ax+PXGRjr5eNK9ZRW9xcwqLWHzqHH5uFejqI93G8nkcio7iZlIiHwY20VlT5UlOFusirtG3eh1q2MlvLS/UqPk1IoQGjpUI0qF6uzbmHEYKpWwdnKCWBTRcsIriJAf6dLTh8WNp67OKszmfEkJThyAsjaS1kmtFDZdSD+NpUQdnU2nCmplFj4nPv0YN624IEmaGRVHkSc5WrI3rYmnsLWnPp3klE1xBMMLRrCXx2TvQSlRU9rbpQUbRAxILpLXrWqis8bVtSmj6KQo10qpWSkFJe5e23MmO5GGu9KqlidKYbhWbEJJ6myf5KZLXA3So6EsFMxtWR5+VtR7AxcyKwdUC2PngJo9yMmTHMVUZ8WFAU0KTn3A09p7sOKV83LgZeepill/WT3tuRRtr3g1swL7bkVx7/EQvMQGszUyZ1qUFtx4nsvWS/Hbxv41vbsoXg9sTHZ/KTwf03wr9NHWqVWD6iLZcDo9l2Rbd281fFEEQ+HhMe5o3rM6SVSc4fu5Ome39d+d5a1AQX33Rm+iYJMaNX0vM/VcrQaxXvwrL14/lg6mduXc3nveH/sJPCw+SnVV21fk3vOFV4/69RKa9v445M7ZhaWXKwl/fZsacvq/cTPvBQzeYOv0PbG0tWP7DcOr6ll0y+TxEUWT+z0cIuXafj0e3o0Vg2Wg9AOQVFDF16W5EUWThpJJOJUNRVKzm8/WHsTY35RMDtCaLosicPSdRKhR80rWVXmP/ev4SKbl5fNa+pV46FIo1GhaFBONl70Bvb901LZaEnkMUYXJAU53ibI0JIyE/m4m1m8v+OpMLstkbF0pPd38cTOTNKR9OuIS5bwSrd6WSkAAtW8LDhy++/mTSKYpFNR1c20neOzL7GhnFyQQ6Sq/eRmbuQ0BJDZsuktZlFYaSW3yPilbSxbCeRqcEVxAEe0EQjgqCEPXXf//PBLEgCDUFQQh76k+WIAgf/vWxrwRBiHvqYy/8KlS0GkCRNoXUvFOSzuxp1QYjwYzIzL2S1kGJ2FSRtoDQdGl7ArR0ao6JwoQjiUclrwXo7tYUpaBg52N5yYSRQsnwqs0ITX9IaJqEn4xnGFsrCIUg8FOEblXc/l6+eNrYseDKGZ2rmV4ODvT3qcP6G2HEpKfpFKuU0U0a4Gxpwdyjp9HqsW2zq583gdUqseTwOVKy9V/ta167Kn2a1GHNsSuE3JH/fX4Rujevw8D2/vxx5Br7z4UbdK+nUSkVfDW5K77ebsxadoArNwz7db4ILZrXZOnioWjUWiZM2sCFi/LGCcoLpUpBjwGNWL19Al161Wfv1su80+cHDuy4iqYMK/RveMPLTlZmPj8uOMC4Ib9y/14iE6Z35cf1Y/ANkF/hKQ+0WpHfVpzku0UHqFe3Mj8uG4ZbRWkiMIbglw1nOXjqNqMGNaVnB91bVV8UURT55vfDxMSlMmdcVyq5GPa1+H73We7GJfPl4HbYWerfW/7IrSiC7z5gYocmuNjoRwAK4FFGJqsvXqNHHW/quenHq3fTrevEpKcztUkzlArd6m73MlLZGnWLYbX8cbO0lh2nUKPm54jzBDi408Sliuw4G++fR6PVMtxTnsq0RtSy8/EZfKyr8FYHV44dg7Q0aNECYmL+fX2xtpjjSSfxtalDRTPps8gXUw5ipbKnlrU0kVutqCYq6yCVLIKwUEmrosf9JS7lbCEtMX4WXSu404Hjoih6Acf/+v//QhTFSFEU/URR9APqA3nAzqc+5fvSj4uieOBFN7Y3a4Gx0lmy2JSRwpxq1u2JyT5JoSZb0lp3My8qmlXjYuohya21FioLmjk25ULqJTKKpIlcATia2NDS2Y/DCZfIVcurrPSqFICtkTlrdKziDvT0Z8f9GzzOzZAdR6VQMKV+C6IyUtkZrXty9FFQU0yVKuYF66eaaGFszEetm3LjSQJ7b+mvSigIAjN7tqGgWM13BwxT+ZzatxWervZ8vu4QqVmGbZmdNLAFDWpV4tvVR7kdE2/QvZ7GxMSIedN7U7miPZ8u2E1kjOHmjl+UGjVc+enH4bi52fH5F9vYsfPKKzfTam1r/p8bdg9PZ5Z+u4+JI1Zw+7pu8/JveMOrjkajZd/2K7zb9wf2b79C174NWLV9At36NihXISY55OcX8eU3O/jjz4t07+rHt3P6Y1lOHuNPs2XvFTbuukTvTn6M6Ne4TPdevfcSJ65EMWFAcxrXqWLQvU7djGbz6TDeauVPS99qeo+fU1DIvH2nqFXRmcGN/fQae+GJsygE4T+jXLqSUZDPkgshNK1UmbZVdX8tFl49i7nKiA/q6Xb9bLt/nYT8bCbVkV+9zS4uYFvsZdpXqE0lC3nq1RdTbxNfkEof95LZ2UaN4PhxyMkpSXLv3v2X9WmXySzOpKNLe8l7pxbGE5UTRiOHDpIsUgEe5pwjX5OGt0RxKbU2m6TcA7hYdEOlsJC09ll0fVfuCaz96+9rgV7/8vltgWhRFHUuuSgEFRUt+5Kaf5YCtbQ20po23dGIhURnH5O0ThAEAh06kVT4iAe50pOyDq7tUItqTiSdlLwWoI97S/I1hRyMl9eKa6YyZnDVxpxOiuRetvyE4D9VXB1ncbtUqYGvowuLrwZTqNFtZtTJ3IJxDQM5dj+a4Fj9VPR6+fpQx9WZ706cJadQd5XmUqo62fNuywbsC7vDubv6rz6aGRuxYGRXcgoK+Xz9YbRawyVZKpWSueO64WBrwbRle0jJyDHYXs9ibWnKos/7YmVhwpTZ24lLyCizvf8OJydrli4eQlBQdX786RhLfziCWq0p72NJploNV777dQQz5vQlIz2Pj0atZt7nO0hJ0p/w2hve8Kpw89pDxg/7jR/m7adKdReWbxjL+GldsLbRf+XN0CSnZDPpo42EhNzjg/fb8uGkjqgMZC0nhSNnwvlhzSlaNfbiw3f069X6b5wNjeaXHefoHFSLtzrpRxH470hMz+bLDUfwdnfmwx76SRKfZemR8yRn5/JFr7Z6tdS7+PARByOiGB3UAFdrK73EXHYxhOyiQj5r3krn7/n15HgOPrjLGN+GOJjJF+wqrd76O7jR1KWq7DhbH14iR13IyGryBaq2PzqNs4kdzRz//1x8QACcOgVFRSXtyuF/k46IosiRhKNUNKtIHZvakve+mHoIBUoa2Mtobc7ci4XKGXeLQEnrEnL2ohULdBKXKkXXK99FFMV4gL/+6/wvnz8I2PzMv40XBOGGIAirntfiXIogCGMEQbgiCMKV5OQSe5IKlv0AeJK9XdKhHU1q4mDiRaQMsam6ts0wU1rKsgxyNXXBz7YeJ5JOUaSVbstRw6oSvjae7Hp8Bo1W3k3zQI9ATJVGrImWL6BUwdyaAZ5+bL9/g7hc6dXoUgRBYHqDlsTlZrExIkx2nFJG+gVQydqG2WdPodaDiJNCEPiiUxuSc3JZdka/M61jWjXC08meL3YcJbugUK+xAapXdGRqn1aE3HnI2hP6szx6HrZWZiyc1JPsvEI++XGvQQWunsXJwYrFM/uh0WiZ/M1W0jLKX+TJzMyYr7/ow6ABgezZG8qMz7aSk1NQ3seSjCAItOpQh5XbSkRzgk+G826/H9m8+ixFha+GYvQb3qALSQmZfPvZdqaMXUNOdgGfz+vPgp+H4+kl38O9PLl7N4Fx49cSF5fO7G/60rdPw5dC5flS2APm/HgI/9qVmDmpa5lWxO8/SeWLXw/iXcWFGSPbGfT10Gi1fLruIEVqDfNHdsFYj6rGpVyKecSmkDCGBPlRt5Kr3uIWaTR8degE7jbWjAqS58P6LPfSUll/I4xBderi7ai7Svb8K2dwMDXn3dq6nW/7/RvE52XpNHtbqClm44MQghyr420jz6boXvZjbmRG08utOUrFfz+E8vUtSXIBWrWCG88xaYnMvsvDvFg6uki/rou0hVxLP0ltm0CsjaRVn7OLE3icd4ka1l1QCNIenj3J2YqlkTdWxroL3f3ru4ggCMcEQbj1nD+SzIkEQTAGegBPSx//DFQD/IB4YNHfrRdF8TdRFBuIotjAyankB8HMyB1706bE52xHFF884RMEgZo23UktjCKlMFLKl4GxwoQAu9bczrxIVrH0ec+Oru3JVmdzIfWC5LVQUsVNLEznXIo8kSJbY3P6Vm7AoSc3iM/PkBUDYGytJggC/KzjLG4ztyo0rejBD9dDyCnSLdEzUamY3qwFd1NT+PO2fkSc/NwqMNDfl3WXQwlP0J94kImRijn9OpCUlWOwVuW+TX1p5+fF8r3nufnAsO3DXpWc+GJUJ27ei2fB+hNl2prr4e7Ad5/1JS0jlymzt5Obp/8HBlJRKATGjG7N1I87E3Y9lvET1xP3RL69VnliambMiPda8/ufH1C/cXXW/HSCMQN/IuR05CvXgv2GN7wIRYVqNq08w6j+yzl/+g5DR7dkxdYPaN7W56VICOVwNjiSDz/eiFKp4IelQ2kcWL28jwRAxL14PvtuN1UrOfDtJ70wMdZ/0vd3ZOcWMGXpbkyMVXw3oQemxoZVvl5x6CJX78Xx2cA2eDjrf8Y3t7CImduOUMnehkkd9VsdXnXhKtEpaczs2FovtkAAc4NPY2ZkxOTAJjrHCo57wLknD5ngF4SlsXwP3SKNhp8jzuFnX5Hmrp6y4+x9HEZqYQ7v6FC93fH4NKYKYzpXeH67tY8PnD4NxsbQujVce8ZY4nDCESxVljRxlK7efCMjmHxNjixroLuZ+wGoYdNV0rqswlvkFIVT0WqAXt5n/zXBFUWxnSiKdZ7zZzeQKAhCBYC//vtPGUBn4Jooiv/pjRVFMVEURY0oilpgBSDZhbqiVX8KNfGk5kurSFa3ao9SMJEtNqVFw5U0aS3OALWsvKlk5s7hhGOybg6DHOvgamrPDpliUwDDqpYoy62POS87RkVzawZU9WPb/es80aGKC/BJgxakFeSz8rbulcZO1bxoVNGdxSHnyCrUT6Lzcetm2JqZ8uXB43oVnKpbuQIjW9Rn++VbnI18oLe4pQiCwBeD2+Fka8knqw+QlWfYKmK7RjUY2T2QPWduse34dYPu9Sy1a1Rg1pQeRD9M5tMFu8u0ivxPdO5Uj+/mDyQjI5cPJqzjxs1H5X0k2bi62fHFggF8++MwjIxVfDXlDz6buJHY+8nlfbQ3vEEviKLIuZMRjB6wnLW/nKRRUy9+3/oBw8a0wvQVsv15GlEU2fzHBb78eidVqzjx048j8Kz6b812ZUPskzSmztmBrbU5Cz/vi6WF/MREKhqtls9/OUB8ShbzxnfHxUE/Lbd/x5Wox/x26CLdGtWiWyPdlYKfx+JDwcRlZDGnXwfM9Zisx6ZnsDz4Ah1qVqe1l/yk72lOP7jPqQf3mdgoCAdz3fx/RVFk3pXTuFta85a3bsJkOx7c4EleFhN0mL3ViFrWxgRT28aNBg7yWpxTCzM5mRRKpwqBWBr9/ShEjRolSa6lJbRtC5culfx7YkESoRnXae3cEmOFNDVwURS5mHoQZ5NKVLGQdq1qRTWRWftxN2+ElZG0DoIn2X+iEExxsZA2t/t36NoHsgcY8dffRwC7/+FzB/NMe3JpcvwXvYFbUg/gaN4GI4W9ZLEpY6Ulnlatic46SrFWmn+qg0kFvCz9uJR6BI0o7UZaEAQ6uLbncf5jwrMiJK0FUAoKeru14HbWfSKz5Am/uJrZ0KliXXY8ukJGkXzv2PdqlTx1+yVCfqIMUM+pAp2r1OC3m5dJ1dHLVhAEPm/RivSCfJZfllclfxYbM1Omt2vB9ScJ/BmqX3ufD9oGUc3Znq92GqZV2drclHlvdyYxI5vZfxw3eMVtbO8mNPfzZPGmk1yNKNtkLijAk+kfdOLqzVhmLzto0NljKfjV8+DHZcOxtjZjyrTNHDmqf4uosiQg0JOfN43l/Y87cefWY94b/AvLvztAwpOM8j7aG94gC1EUuXH1AdM/WM830/7E1MyY+T8P5/N5/XGpYFvex5NNcbGGBQsPsGLlKVq3qsXihYOxt9NNuEVfpKTn8PGsbQAsntkPRzv9Kf2+CD9tCybk5gOmDmuDXw03g+6VkZvPp+sO4u5ow6cD2hhkjwvRsfxx4TpDm/hTv6o0v9J/QhRFZh0+hUqh4PMOrfQSU63VMufsKTxsbBlez1/neAce3OVmSiIfBTTDRCm/A6BYW1K9rWtfgZau8gWvjsXf5lFeGiOryU+S9z45h0bU0svt3yvA1arBmTNgbw/t2sH583A08RgKQUFbZ+kWVI/zo3iSH0OgQyfJ53+ce5E8dTI1JYtL5ZKYuw9n804YKeWrXz+NrgnuPKC9IAhRQPu//h9BECoKgvAfRWRBEMz/+viOZ9YvEAThpiAIN4DWwGSpB1AIxlSw7E1q3kkK1dJaSGvadKdYzCcm+4TUbQl07Ey2Oo2IrMuS1zZ2CMRaZc3hBHmWQR0rBGKuNGHH49Oy1gO8Xa0ZBZpi/nggPwmsaGFDv6r12Hr/Ok/ydBOfmVK/eYmX7XXdk9I6zi7086nDmrBrPMjQT1tozzq1CPRwZ+HJYFJy9DfnWdKq3JHk7FwW7Jf//fwn6lWtyAddm3Ak9C47QyQ/Q5KEQiHw9djOVHKxY8ZP+3iSrFt1XyqdW9Vm3LAWnDgfydJVZdsq/U+4u9uzfNlwfOtUYt6C/axcdfqlScDloFIp6TUokFU7JtCxpz/7t19lZO9lzP10G3fD9ecd/YY3GBKNWsupI7eYOOJ3pr63lvv3Ehk3pRM/bRiLXwP54jIvA5mZeUz95A8OH7nJ8GFN+fzTHpiYvBxV6JzcQj6etZ2MrHwWftaXSmVsT3T4wh3WH7hCn9Z16d2qrkH3EkWRLzccIT0nn/kju2Buon9v3dzCIr7YfhQPB1smddDN+/VZjkTe43T0fSa0CNKbsNSmm9e5l57Gp81aYqzUTeBMrdWy8OoZatg60quabpXxnQ9u8jg3U6fZW1EUWRMdjIeFA61da8mKUagpYt+T8zR2qI2b+YvNJnt4lFRyK1SADh1EthxKJNC+IXbG0n+2LqYewkRhhr9dK8lr72Tuw0xpj4eltOswKfcgGjFXL+JSpeiU4IqimCqKYltRFL3++m/aX//+RBTFLk99Xp4oig6iKGY+s36YKIq+oijWFUWxR6lglVQqWvVHREN8zs5//+SncDH1xdbYgzsy2pRrWgVga+TExRTpYlPGCiPaOLfieuYNEvITJK+3UJnSqUIgp5PDSCnMkLweoLqVCy2da7L5wQXy1fIVgt+v1RQRkV91rOJWt3Wgn1cd1keEEpeju1Lrx0FNMVYq9WYbJAgCX3VqS35RMfNPyLdZeh6+lVx5p0UDdly5zZk79/Uau5S32zUksGZlFmw7xb34FIPsUYqlmQnfTeqJWq1l6rI95BdKF1TThcE9GzKwe322Hwxl/Q55iuOGwMrKlPnfDqBrl3ps3BzCN7N3UVBQtq+NvrG1s2DSjG6s3T2JvkODuHz+HhNGrGDqe2u5GHz3lU7i3/D6kp9XxK4/LjKy7w98+9l28nILmTSjG+v3fEjPgYEoVa+W7c+zxMam8sHEdUTcecJnM3rw9nD5N+z6prBIzfT5O3kYl8rcaT3xrq4/IaQX4c6DRGavPIxfDTc+HiK9uiWVzafDOH0rhsk9m1OrkmHEyRYdPMuTjCxm9+uAmR5bk3MKi5h95BTezk4Mb6h7pRUgs6CAJRfPE+RemXaeutsCbY26SUxmOlMbNNfJQ7dYq2F5eDC+dhVoVUH+fPqFlGgisp4wwrMZSkHeeY4nXiOzOJc+7i0krXN3LxGesq+Yy8FJ47CI6CF571x1FjczzuFn1woTpTSV+Fx1Co9yQ/Cy7oxCoq3Qk5ytmBtVw8ZEfyrmr/a7+F+YG1XF1qQRT3K2UjLO+2IIgoC3TQ+SC8JJK4yWtKdCUNLIoSMxubdIKpDeitnGpRUqQcWRROlzvAC93FogiiK74+SrIY+s1oLM4nx2ProqO4abhQ19qtTlz5gw4nWs4n7o3xRBgO+v6SZcBeBsYcn7DQI5EnOP84/04+FZzdGeUUEN2H0zggsP9Nt+O65tY6q7OPDlzqNk5et/VlahEJgzvBPmpsZ8svoABUWGnVH1cLVjzvtduPc4mVkrD5dpJVUQBD4Y3ooOLWrx26Zgdh0OK7O9/w2VSslHH3bi/bFtOBscyeSPN5KSIs2P+2XEycWaURPas2HfZMZ82IH4x2l8MXkzYwf9zOE9oRQZ+Hp7wxtehNSUbFb/dJyh3b/n50WHcHS25suFA1mx9QO69KmPySs6Z/s01649YPykdeTnFbF44Vu0bWOYeU85FBdr+Or7fYTdfsxn4zvTsF6VMt0/LSuPqcv2YGtlzrzx3TEysD1SxKNEvt99lpZ1PBnc0s8ge1y4F8uWizcY3jSAgCr6bbX+4WwISdk5fNOlLSodksenWXYphKzCQj5vobstUIG6mCXXzuHvVJH2lXUTTdtVWr3VYfYWYE30WZxMrOjm5idrvSiK7Hx8Gk+LitSzlf41Obtq6PrLIhw9MhnVz4VDh6Stv5p2DLVYTKBDR8l73808gIiGmjbdJK3LKbpLVmEYFS376/VB3GuR4AJUtBpAgfoR6QXSKjbVrTuiEIxkVXEb2LdFKai4mCrxCgJsjGxo7BDI2ZRz5Kile4dWMHOgqVNd9sadI1ctLyHys6+Mv50H6++fo1im7RDAOJ+maEWRXyN0s9Jxs7RmWC1/tt+7xd103auM7/rXx83KmtlnT6HRg20QwPtNA6lka8OXh45TpNbfTbuxSsXc/h1JzcljvoFalR2tLZg9rCPR8aks3HHKIHs8TVDdqnzQvznHLt1l7X7prfy6oFAIzBjXiSb1PVn42zG2H7j274vKCEEQ6N+vEbO+7svD2FTGTVhH1D3pnRwvIxaWJvQdEsSaXRP55JveqFQKFs/aw4geS/lj9Vmys/LL+4hv+B/kYUwyi2ftZkSPpWxZE4xfg6osWfUui1eMpElLbxSKl6O6qSv79ocxbcYWnBytWf7DcGr7GHa2VApFxWo+X7iHs5fuMfndNrRvLq99Uy7Fag3Tf9xLRnYe303sgb21bsJG/0ZuQRGfrD6AnaUZXw3pYJAKek5BIZ9vP0IVRzsm6rk1OTwhiXWXQhno74ufW4V/X/ACxKSnsf5GGANr+1JLD7ZAayNCScjLYXrDFjq9vsVaDT+Fn6OOnSutdaje3s6I42JqDEOqNsFY5izwpbRwHuQl0K+SvAcA19JDybOMZcP+eHx8oGdP2PuC6Y1W1HAp9QhVLergYlpZ0r4icDdrHxXMArAxljYD/iT7TwSMcLWUZM7zr7w2Ca6TeQdUClueZEsTmzJV2lDVsiX3sg6j1koT+bFQ2eBr05TQ9FMUaqTfuHV0bU+RtojTyfJaXgdWakOupoADT+QnliOrNSc+P5PDT+QL37hb2NKnal22xISSmK9bNeqDeo0xVxmx8KrubcAmKhUzmrXgTkoyW8P1M3tqaqTiy05tuJ+azsoL8ivfz6O2mwujWjZi19VwTt+J0WvsUprUqsLb7Rqw7dxNjobeNcgeTzOscwM6NK7Jz9uDCQ4zzNf0dxgZKZk9tQfNG1bn+5Un2LynbJPsf6NJkBc/LBmKQhCYNHkj584b/vtRVqhUStp0rstPG8fy7Y/DqOrlwuqfTjC02/f8vPDgG0GqNxgcURS5fvUBMydvYszAnzh1+BadegWwcvsEZs4fQC1f/QnxlDcajZaffjnO4iWHaFC/KsuWDMXV1ba8j/UfCguLmTF/F+euRPPx6Hb07RJQ5mdYvOkUYXfj+PzdjnhXMbyP8bdbT/A4JZO5wztjZymt1fNFWXjwLImZOczp1wFTPXrqakWRrw6dwMbMlI9b689uaO7Z05gqVUxurHsynllYwPKwC7R0r0rjCtKSsWfZ/fAWsbkZTNBh9hZgdfRZLFWm9Kss34d3S+wJnExsae0s72fkcMJRnEwcaVPNl+PHwc8PevQQadT8v/Ob3kPyca383+OJd7NDSS9OItChk+R9izTZZBfH4y1RXEqjLSQhdw9OFh0wVkrz2/03XpsEV6kwwdWiB8l5RynSSPOnrWnTnSJtDvdzTkneN9ChE4XafMIypM96VjavhI+1N8cSj6PWSq8G1rSujJ+tF9sen6JIxnqA5s41qG7lzOros2gltHc/y7ha+qni2puaM8a3EYcfRhGapLtYTefqNWhQ0Y1FIcF6sw1qUa0KnWt58dO5i8SmZ+glZinvtQmkhqsjX+44RqYBWpUBPujWBN8qrny9+RhxqYYVgRIEgc9HdqBGZWdm/nqAB0+ke0frgrGRillTutM6qAbL155+qWZyAapVc2H5D8Px8HDki692sGXrxZdGGEsfCIJAQKAnc38Yys+b3qNZGx/2brvyRpDqDQbjaeGoae+tJfJ2HMPHtmL9vsmMn9YFt0r6vYkqb/LyCpn51Xa2bb9Mn171mTOrHxZlaLfzb+QXFDHt251cCnvA9Pc70ruTX5mfYeepG2w/cZ1hXRrQsbG3wffbezGcfZciGNMpkAZehnmQcu7uQ7ZeusmIZgH4eVTUa+w/Q28SFhfP9HYtsDEz1UvMsw8fcOJBDOMbNcZRR1sggN9uXiazqIBp9aXNqT6LWqtlefg5atu60Lail+w4D3NTOZ4QzgCPRlgayXvNbmfe52ZmDP0qtUKlkN4+H5Nzn6ice7R3aYdCUGBnB0eOgJ2jlsvBxjRsWpLQ9h6Sz65NpgQ1/+/OzYuph7BS2eFjI9mxlTxNKiYKazwspfn+JucdRq3NpKKl/sSlSnltElwoaVMWKSYh55/civ4vFcz8sTZyl+WJW8m8BhVMq3Ix9aCsG9MOLu1JK0rnSrq8auCgym1JK8rieKI8D1lBEBjp2ZzonCSCk6JkxQCoZGlL7yq+/BETSpKOVdxRdRrgYGrO/CtndL7ZFwSBmS1ak5afz096sg0CmNGuFSqFgq8PndRrQmKsUjKnXwfSc/OZt/eU3uI+jZFSybwRXUAUmbHmIMUa+e3pL4KpiRHfTeyBsUrJlGW7yc41rB/vs6hUSr6c3I32zWvx68azrPzj3EuVRDo4WLJk0Vu0aO7Nr7+dZOHig6+8+NTz8PRyYepXvf6vINXYNZw/fQeNWj9jBG/43yQnu4Admy4wss+y/yMcNWRUS2xsDduSWh48ic9g4uQNXLoUw6QJHRj/QXuUypfnti43r5Cpc3YQevsRn47vTLd2vmV+hrC7cXy3/gRBvlUY109/1ci/42FSOnP/PEH96m6M7hRokD1yCgr5YsdRPJ3sGd++iV5jp+bmsfBkMIEe7vSso5828lJboMrWNozQgy1QUl4OK29foYenN3UcdavG73l4i9icdMbrWL1dGx2MkULJkKpBsmNsiT2BlcqczhUay1p/JPEopgpTWjj9/+vcxgYexihxcNJy5bwR5tZqdm0ypddbBezc+P87C1ILE4jKDqWhfXuUEgWiNKKaAk0GXtYdUSmkPVx7kr0VM1Vl7Ez1/7Py8rwT6gFLYy9sTPyJy96EKL74TXuJ2FR3EvKvk1ogLckTBIHGjl1ILIglOue61CNTz7YurqYu7I+XlyAH2NXAy9KdTQ+PUiyzituhoi8VzWz5JUq3ZG2cT1M0Wi3LbuvWXmxhZMxE/yaExMdy5OE9nWIB+Dq70NenNqvDrnEnJVnneACu1pZMbtWUszEP2HEjXC8xS/Fxc2FM60bsCY1gb6h0r+QXwc3RhpmD23HjQTwLtp0yeMLn6mDNt+O78yQ5k4+X7qagqGwTOJVSwecTOtOldW1Wbw1h/s9HUKsNm9hLwcTEiJmf9WTokCYcPHSDd8es5MpVwyhqlzf/R5AqLp2vp2xheM8lrP/tFEkJZWst9YZXF1EUCb/xiIVf7eKtzov49fvDOLrYvHbCUc+iVmvY/McF3h39O4mJWXw7ZwA9e5R92+8/kZiSxbjPNnPzThwzJ3ahc6vaZX6G6LgUpizdRQVHa2a910Unld0XITu/kMkr9mBipGTu8M4G2U8URb7YcZTk7Bxm67k1WRRFZh44Rn6xmi87tdHb3PDqsKvcTUtlRvOWmKh0P++CK2cp1mj4KEC3BxaFGjVLb5/Bx9aF9m41ZMeJy0tnz+NQeroH4GAiz885KvsRIam36O3eHDOl9A6MpIJkLqZepqVTc8yeUT+2soKH95UojUTys1XYOKr/K7kFCEnZh4CChg4dJO+dp04BRMnetzlFkWQUXqKiVX8EmYrT/8RrleACVLIeQb46lpS8k5LWedv0wEhhwfX0DZL39LNtgZXKjtPJ0myKABSCgu4VuxGb94jQjDDJ6wVB4O2qXUgoSONgvLwKpZFCyViv1oRnxnE8QX6yVtnSjqHV67MlJozIDGmexM8y1NsPbzsnvr5wnHy17snQ9KYtsDI2YcbxI3oTnBrawI9AD3dmHzmp91blsa0DaVDVja93HuNeYqpeY5fSMaAmI9s1YGvwDbackf5wRioBNd35anQnrkfF8fnPB1BryrZip1QqmD6uE8P7Nmbf8ZtMmbODnFz9tK3rA4VC4J23W7B44WCUSgXTpm9h7ry9ZGTklffRDEKpINXaXZP48ruBVKnmwsbfTzOi51K+mLyZC2fvoinja+QNrwa5OQXs+fMS77/1C5PfXUXwyQjadq3Hj+vHvHbCUc8ScecJ732whhUrT9GwgSerVrxLw5fMszcyJpEx0zcSn5zFd5/1LXNBKYD4lCwmLdyBkUrFso/7YG2hn1bbv0Ot0TJ99QFikzL47t1uuNjpxzP2WTZfuM7hm1FM7NCUepX1I/5Uyo4b4Ry7G81HrZpQ3dFBLzEfZKSzOOQ87T2r0cFTN6VjgCuJcWyNuslo34ZUtdFt3GDN3cs8zs1ker22OiXzP989gVIQGOXVUnaMVTEHsFKZ08ddXoy9T/ahFJR0qfD8+dmhY/LRFAtYOxSTmaKi95D/rxuUq87kStox/OxaYm0k7TUt1uaTq07GRGGDnYm096FHWWtQCGZUtBwgad2L8toluI7m7TFVuRGbtUrSOmOlJbVsenE/+xSZRY8lrVUpjGjq1J2YnJs8ypPe5hvkEIiLiTO74vbIqqQ1tPfG18aTjQ+PkK+Rd8Pezd0PT0snlkceQ62DovKE2s2xMjLh2+vHdaoKqhQKZjVpR1xuFj+G6d5abG9mzpet2nA9MYE110N1jgegEATmd++IIAhM23NYb4kzlFQcvxtUYgr/0aZ95Bmo4jm+e1Na1vHkux2nCLnz0CB7PE2Hxt5MHdqGM6HRzF19tMxbhRUKgTFvNWPGBx0Jvf2I9z7dRHzSy1Ux9Kvnwe+/vsPwoU05dTqCt9/5jYOHbrxUbdX6RKlS0KSVN3OWDWHNzokMGNGUqIgnfPnRZgZ3WsTSuXs5f/oO+Xny/brf8OqTnJjFgZ1X+WbqFgZ3Xszy7w6iVCmZNKMbmw58xKQZ3fDy1u8N/8tEbm4hPyw/yviJ68jKKuCbr/rwzVd9cHKyLu+j/RfBl6P54PPNqJQKfpk7mEZ+Vcr8DOlZeUxYuJ28gmKWTemDm7Otwfdcsvss5yIeMH1Aaxp6VTLIHjcfJTB//2la1qzKO83lCxk9j9j0DGYfOUmghzsjA/XjRSqKIp8eP4qxUsk3rdrpXBFWa7XMPH+UChZWTPCT3woMkFKQy0/hwbSpWJ2mrvIfEN3LTmR/3HUGVgnExVTez+L19HtcSb/D4MrtsFBJFyRLKkgmOOU8rZxbYGts+38+Xjpz2+utAjJTjOj1VgG7Npn+J8k9n7IftVhMC6dekveOzNyLiBpLI2mt4oXqZBJy9lLBsg9Gyv97Zn3w2iW4CkFFJavhZBZeJavwhqS1dez6oxBU3EjfJHnfRvYdMVNacjppu+S1SkFJj4rdeJgXS2iG9EqaIAi849mVtKJsdj2W1x6sFBSMr9mO+7kp7IsLkxUDwNbEjAk+zTmbEMPpBGnews/SyLUSfarX5rebl4jJ1F2cqJtXTdpU8WRRSDCxmRk6xwOoaGPNlx3bcO3xE1aEyJuD/jucrS1ZMLAzMclpzNql2wODv0OpUDB3RGc8XR2Ytmo/D5PS9b7Hs/Rr68foXkHsC77ND1uki7Ppg65tfFk8sx8paTmMnbGR8Kj4cjnH32FsrOLtEc357Zd38PBw5LtFB/h46mYePS5bka6yxtXNjpHj2rJ+34fMnD8A/0aenDpyi6+nbKFf2/l8Mm4d2zac52FM8mub8L+hBLVaw/WrD/j9h6O8N/hnhnb7nqVz9xF1J572Xevx47rRLF8/hi596mP+EokqGYLgc3cZOep3du2+Ss8eAaz+fRTNmspvqTQUW/dfY8b8nVRxd+DXeUPwrKy7FYxUcvOLmLR4J4mpWSye3AuvSoY/w86QW2w4eY3BLf3o17SuQfbIzC/go037cbKyYG7/jnrtUNBotUzbcxhBEJjXvSMKPbUmb7l9kwtxj5jRrAUulvJad59mw50wwtOSmBnYBgsjY51iLb11hnxNMdPrtdUpzo+Rx7BQGfNONXliV6IosvL+PhyNbejhJk9dem/8fpSCgq4VOj/34yFnlf81c7tzoxm93iog5KySAk0eF1IO4GMdiJOpNEE0jVjMzfQtGCssMVZYSFobl70RETWVrEdIWieF1y7BBahg1Q+lYEls5mpJ68xVDtSw7kJU1iFy1dJ8WE2UZjR26ExE1iWSCh5JWgsQ5NgYZxNndsXtlnXjVsfGk8YOPvz56ATZxfJaGlu71KKOrTu/3D1JoUZ+xXBI9fp4WNrxbdhx1DpWNWc0bImJUsmXIcf0Ijg1q3U7VIKCT0/or3rYo443nWvVYNmZEG7HJ+olZimNq1dmXNsg9oRGsP2KfqyOnsXC1JglY3qgUiqY+OtusvIMLwI1qmdj+rf1Y8Ohq6w7UD72PfV9K/PLt29hYqxiwhdbOH3h5bPpqeLhyPeLhvDR5E5E3Utk1JiVrN9wjuLil2d+2BCoVEqatanFjDl9+fPoNOb/PJzegxuTnprDiqVHGTPwJ0b0XMqyefsIOR35prr7mpCSlMXBXdf4Ztqf9G+3gGnvrWXnpgvY2FowamJ7fv3jfdbtmcSE6V3xqqVf5diXkeSUbL74agdffLUDaytTflw6nInjO7xUKslQ0p77/e/HWbrqBM0aVueHbwbiaKd7QiOVwiI1U5ftJio2iW8/6I5fDcP7AF+995g5W47TpJYHH/eW36L6T4iiyKdbD5OUncPiwV2xtdCv7dCKkCtce/yELzu2wc1GPx0BCTnZzA0+TWO3Sgysrbu4WHJ+LouunqV5xSp0qaLbw527mcn8ERPKW9XqU83aUXacG+mPOJV4hxGezbA1lidiF5J6m4ishwyr0hETpfSkPakgmXMp52nl3BI7Y7vnfk5CrPH/mbndudGMhFhjLqUepkCbRwvnPpL3js46Qq46CQuVtOqtRptPXPZmHM3bYm7kIXnfF+W1THBVCkvcrAaQnHeYfHWcpLV17QcjilpupW+RvG+QY1eMBGPOJO+SvLakittVdhUXYGTVruSqC9gSe1zWekEQmFCzHQkFmWyNlZ90GCuVTK/XlntZKWyJ0a0d2Nncko/rN+dM3AMOPZSv8lxKBSsrPmnWgvOPYvXmjSsIAl93bou9uRlT9hyioFie2Nff8V7rQJp4eTBnz0kinug22/x3uDnYsHhUd+JSM5m6ar/BlZUFQeDjIa3pEFiTH/88y54zhkne/40q7g78Nm8I1Tyc+HzhHjbvufzSVQYVCoFuXfxYu2o0zZrWYPXas4x5bxU3b0l/kPYqYmSkxK9BVUZNbM9vW8axfu+HTJrRDc8arhw/cIOvpvxB/3YLmP7BerZvDCH2QcpL9z18w/NRqzXcvPaQlT8c4723fmFI1+9ZMmcvkbfjaNWhDl9+N5Ctx0oecPQf1oQq1Zz1JnzzMqPRaNm1+yoj313BpcsxjH63Fb/89Da1XsKkPi+/iE/n72L7wVAGdq/P7Ck9MDPVrbomB41Wyxe/HuBKxCNmvtuRZn6eBt/zcUoGH/++F3cHG+a93QWVgRSs15y9yqmIGKZ2bkFdPc/d3o5PZNmZEDrXqkGPOvqxUBJFkS9PHadYo2Vu2/Z6+Zmdd/k0+epivg7SbV4W4NuwY1iqTJhUR5qlzdOIosgPkUexN7aQrZysEbWsvn8ANzMnOrpKt+aBkuqtAoEuf1O9/SeKtUWcS9lLNcu6uJtLm4/Wihqup23CwcQLE6W0hyIJObso1mZQ2XqkpHVSeS0TXAB36+EAPM5aL2mdlVFFPK3acCdjN4UaaXY3FiprGti353r6GTKKpKv1NnEM+quKK28W19OyIm2cA9gVd5bUQnlzhYGO1Qh0rMbKe6fJLpZfyWvvVoNAp8osuXWG7CLdKoLDavlTy96Jby4cJ69Y90rN4Dp1aVTRnbnBp0nKzdE5HoCtmSnzu3ckOiWNhSd1U5F+FoVCYP6ATtiZm/HRpv3kFBhGGMm/mhufD2rHxchYFu0wfOuwQiHw5ehONK7jwdzVRzl84Y7B93wedjYW/PD1AFo2LvHKXfTbsTIXwHoR7O0tmflZT+bO7k9BYTGTJm9k8ZJD5OSUre1SeePsakOXPvX5auEgth6bxrzlw+gxoBGpydn8tuQIo/svZ0SvZfwwbz8Xzt6lIP9NdfdlIjU5m8N7Qpn1yZ/0b/cdU8auYfvGEKyszXh3Qjt+3fw+G/Z9yKRPu9Oklfdr3378LNExSUz8cAPLfjxKLe+KrFzxLoMHNUalku6LaWiSU7MZP/MPLoTe56PRbZnwdutysSnSaLXMWnmEk1fv8eHglnRp6mPwPXPyC5n02x60osjSsT2xNjeMiNW1B3F8fziY9nWqM6SJn15jFxSrmbLnEPbmZnzdWffEsZSD9+5yNCaayY2bUMX2+VVFKVxOeMy2qFuM8W1ENVvdxK9Ox0dzJiGG8bWbYWci3zosJOUel1PvM7p6K8xV8t6jTiRe5UFuPCOrdkYpw/c2ufD/V2/t/6Z6+0+Epp8kR51BSyfp1duHOcFkFsdS134IUq4aUdT+v/bOOjyqa+vD74m7uxCB4BLc3d0dipaiRSpYHVooVdzd3d2CB09wj7u7zcz5/gjpx+XSNmdmQhLueZ+Hh0kya52d2dkz57fX2msRlroBc4NqWBpq56z33/HBClwjPWccTDsSmbYLhUqaUK1hM5g8MYtHydLP0zax7wbA5ThpvXghP4rb1aUzIZkhBKgZxf3IqwMKUcnWkNNq2QNMqdiO5Nws1r64oLYPQRCY5duGpJxMlj2+qrYfeF1wqmFbIjPSWBKoecEpHUHgp9ZtyVYo+NbvnMb+Cmjs7cFHdX3ZdDOAK6+0W7DJxsyEXwZ2IiIpha/3Fl1xph4NqvBRq9rsuBjA7stFX1lZX0+Xnyd1o2YFV75ZeYwjlx8W+TXfhaGhPj9M68rgHvU4cCqQ6fP2kZFZciosv0mD+mVZt3o0ffvU49jxQIaPWo3fhcf/k1FLAwM9atbzZsyUdqzeNf6v9FWvsg6cPhrIt9O206f1AmZO3My+bdcIk6O77x2lQsX9uyGsW3KGcYNWMKjT7/w+5xCP74fTrE1lvv65H7vPfMkvK4bR76PGeJb734jSvk1OTh6r1/oxdvwGIqOSmDWjKwvm98fVRXOBUBQ8D45lzIythEUl8fOMnvTqoHl/U3VQKFV8u+o4x648YkzPhgxqX7Q3zZAvqGduPE5wTCK/juyCh0PRzFFieiafbz+Gi5UFc3q30/q6+PX8JV7GJ/Jz1/ZYGWtHoCdlZfGt3zmqOjgysqbmc6FQqfj62mlcTM2ZWEO9/rBv+poXcPavjh/q+1Hy26MTuJvY0LuMesW+8lQKNgWfoJyZK03ta6jl43DkUQQ1o7dKUcmluAO4GpfD20xaCrkoigQmbsFC3xUvsxaSbOOzzpOpCKaMxYgif5//YAUugLvFcJRiBpFpeyTZ2RiWxd20EQ+S9pCnyvp3gzewMrDH17oZtxLPkKGQHkVtZNsAe0N79qsZxXUxtqOTc0OORV0jMkvaOeICKlm60MXNl63B14jIVL/oUFUbZ3p5VmfDsxuEpSer7QegrpMbfXyqsur+DV4ma942x9vahsn1G3Ly5XNOvNA89bmAz1s2paydDdMPnyQ5S7uRtdqerkxp34RTD56z7VqAVn2/yeTuTWhaxYv5u89z42lokV2nAGNDff6Y2pO6lcswZ+1JDvhJKw6nLXR0BMYNbcaXY9txKzCE8bO3ExOfWixj+TeMjQ0Y90krli0Zhp2tOT/MPcjsr/cQHVOyKkK/bxydrejSuw7f/z6QPWe/ZN6SoXTtW5e4mFRW/nGK0X2XMrzHIpb8fJQzxwJ58TSKnOz325P5Qyc1OZP7d0I4tOsGc2fupm/bBXw+ZgO7t1zF1MyIkRNbs3zbWLYencrUr7rRpFUlTM3+t6K0b3PrdhAjP17L9h3+tG1ThQ3rxtCmdZUSK/Sv3X7F+NnbAVj240Aa1i76dOB3kadQ8tXyo5zyf8qEPk0Y3V2zyrqFZeGhy1x6GMT0Pi2pV6FMkVxDqVIxfdcJkjKz+GNwF8yNtLtGrrwKYdPNAD6q60tjb+2dg/zp8gVScrL5uXU79LTQB3jz47s8TozjmwatMdGwsNSuVwE8T41jRo1WGOqq34/3QNgdXqbHMqViOwzU9HMsyp/o7ERGendBR40esHE58fmVk+2bqRW9fZB8lcTcGJo79JL8PhOZeZv4nCdUtx6EjiAt8hyWsgFDXRfsTdtLslMHoTTuZtepU0e8datwFWvvRA0hSxFBQ7fT6AiF/0OMybrP4bDxNLCfTFXrPpLGF5sdzqJnk2nu0Ju2ToMk2QJcjLvM2qD1TPX5FF9r6Ts7CTkpDLv+I43tqjGz8lDJ9gAx2al0P/8nzRwrsKBWf7V8AERnptLm2ApaupRjcSPpaRBvEpeVQas9a6hh58zmDn01/vDPUyrptWsbsRkZnBoyHEsj7exgPoyKoe+GHbStUJY/e3bW6k2KSiUyacshLj8LZvMn/anu7qQ132+SnpXDR7/vID41g82fDSyyHeo3yclVMH3JIa7eC+aLIa3o28a3yK/5d9wMDOarXw9hZKjPzzN7UrFs0bzO2kCpVLH/4G3Wrc9PKx8xrCm9etYpllTBkkx0RBI3r77g5tUXBNx8RU5O/ll5HR0BFzcbPMo64FnWHs+yDniWdcDV3RZdPYmvYYsW+f/7+Wl17CWRrMxcQoLiCHkZS/Ab/xLj///Yh42dGXUblaNuIx9q1vPGzLxoe5GWNpKTM1m24ixnzj7EzdWaqVM6UNO36IquaIN9J+7y59pzlPOw5+eZPbG3LZp+r/9Gbp6CWcuOcvHuS6YMbP5eIrcAB/0f8u3WU/RvWoOZ/VoV2XWWn/VnyZlrfNezDX3raV6k6U2Ss7LpsmoT5kaG7B85GCN99cXem1wMCWb4wb1MqFufzxo20dhfbGY6rfasoZaDKxvb99HoXiotL4dWR5dRzsKObS2HqO0rPS+brn5/4mVmx9oGo9Tyk6XMYZj/j7ibOPCr7wS1fKwL2siV+Kv8UmO+ZIEriiJLnk9DKSr4tPxCyQL7WNhkknND6O+1C10dg0J/7qXmPOBWVG/KWU+njOXIQl9PEITboihKDpVr56+6BONuOYL7seOJyziJo1nnQts5GlfDybgG95O2U8mqO7qCfqFtHYzcqGRRD/+E4zS174GRrrQ8/0a2DTgUeZj9EQepYVVd8h+/raElPd2asSP0LP3KtKKsmfRKgo5GFgwr24SVz88zKLEhvjbq7VI6mVgwpmIDFj68xLC4MOrYq98fzt7YlM9qN+Xba2c4FvyMzl4V1PYFoK+ry/zW7eixcys/Xb7Az220s6NUxdmRT5s15He/K7TyeUL3atprcq+jI/Bjn/b0XbyVz7YdZfekwVgVwdkfM2NDFn3SnSG/bmfyyoNs+mxAkZ0xKsDQQI8Fk7oxa9lRftlyjjyl8r3dtLxN3RqeLP9xIF/8uI+JX+/gu6ldaVK3bLGM5d/Q1dWhT6+6NG1SnoWLT7F85TnOnHvIZ1M6Ur58yRXm7xsnV2u69q1L1751USiURIYlviHM8oXatQtPUKnyN3319XVx87TD0/s/ha+Ds5VWW3SUdHJzFYSHJPz1WhUI2ujI5L+eY2ioRxlve2rXL/t6oyD/n52DeYmNQhYnoihy4uR9Vq46R2ZWLkMHN2LwoEYYGJTcWzKlUsWyzRfYefg2jWp7893ULpgYv/9iUgDZuXnMWHL4vW+G3n0VwZwdZ6hf3p3PexdNxWQA/xehLD17ja6+FelTt6pWfYuiyLfHz5CYmcXKft21Jm4zcnOZfe403tbWTKyrWSpxAfNuXiBHqdRKYanlj66QmJPJLF/N+vGue3mRpNwMllQaqraf/eEXScpL4zvvkWr5yI/eXqGFvXpnb5+l3SE6O4TebhMli9vYrEdEZt2hnt34fHErgbDU9egKpriY95Vkpy4ffARXFFX4R3RET8eMOs57JP0xhWX4czLiC5o5zqS8ZSdJYwzPfM7yF9Pp4PQRTR16SLIFuBh3ibVBG9SO4qblZfLR9blUsfBibvWPJdsDZCly6eb3J47Glmxq9LFaaRQAmYpc2hxbjpOxBXvaDNeox5pCpaLrwU0k5WRxtvcojXuhASy4cokVt2+wuWcfGrtrZ/dcqVIxePNunsXFc/jjoVorvV/A/bBohqzcSWMfD5YM7V5kN9y3noczdsle6lVwZ9EnPYqsSuSbKBRKvlpxjHO3njOhTxOGdVGvuqA2SEjKYPq8fTx9FcOnI1rRt3OtYhtLYRBFkYuXnrJ46WmSkzPp1bMOI4Y1xbiYbkRLGznZeYSFxL8h5uIIfhlLbPT/p34bGevj8YboLRB0NrZmCC1b5j+pFEZwlUoVUeFJ/y/6X+WL2fDQBFTK/PsEXV0d3Dxs/xKwBb+/k4uVnDFQSMLCE/lj4QkCAkKpWsWNaVM74OmhfquS90FWdi4//HmMSzdf0KdTLSYNb1Fs852dk8fniw5y81EoM4e1oUeLouk7+zYRCSkM+XU75saGbPl8YJFt+MamptNn8VYsTYzYMX4gpobafe8+eP8xXxw6wbQWjRnbWHufrT9cPM/GgDvs7DOAOi6at2e6HhVGv2PbmVijIV/UUb/aMUBYejLtjq+gc5nK/Fq/m9p+IjKT6HlhEe2cqzDXV1pmZwGpeRl85D+X6lbl+KHaKLV8rA/axOX4K/xSYx42BjaS7Ve9mE1yXhzTKixFT6fwwTuA05Gzicq8wwDvvRjovA7eFSKCm62I4lp4a9wshuJjM1PSNeUI7t8gCDq4WwzjWeL3pOTcxsqo8K+Rm0l9bA19CEzaho9FBwQJAs/NxIeyZtW5HH+IBnad0Je409HItiGHIo9wIPKQWlFcc30T+ru3Ym3QUR4kv6KqlfQzMsZ6Bkyq2JZvAvdxMvIBHV3V+yAx0TPgs2ot+fLGYY6EPqSbh/o7kno6Osxp1JbeR7ayOOAaM+pqvov6af0GnHj5nFlnT3N88DBM9KUt+Hehq6PDL9070G31ZqYfOsmmIX201jwdoJq7E192as5Ph8+z/tItRjWvqzXfb1LHx41Z/Vvxw/Yz/H7gIl/2blEk13kTPT1d5o7rzPerT7B0z2XylEpGdWtQLJEgW2tTlswZwA8Lj7Fw3TnCo5KYNKLlexH66iAIAs2bVaR2LU9Wr73Anr03uXjpKVM+bUeD+tLaAPwvYmikT7kKzpSr8J+tODLSswl5FfdGBDOO65efc/JQwF/PMbc05udn0egb6HHk1+OYmhpiYmb0+n9DTM2MMDE1xPSNx8YmBkWyOaVUqMjIyCEzPfv1/zlkpGeTmZFDxluP09OyCQ+JJzQ4ntzXaduCkB/x9izrQOOWlfLFrLcDrh626OuXvGq+pYG8PCU7dvmzZetVDAz0mDq5PZ07+Zb4bID4pHSmz9vP86BYJo8s3k2+zOxcpv1xgIBnEXw9qj1dmlR5L9fNyM5lyqpDKJQqFhVhxWSFUsUXO46RmZPLutF9tC5uI1JS+f7kOWq7u/BxQ/WKI72LO1GRbAy4w5DqvloRt3kqJV9fO42rqQUTfTWPBv9y7zw6gsBn1Vpo5Gfx09PoIDCpQlu1fewMPUemMocRXtKCZgXE58RzKf7y6+itdHEbnPGYkMzHdHYZJVncJuUEE5J+EV+bYf8vbgtJeOpmRMS/Oty8Dz54gQvgbNaTV8kLCU1dL0ngCoJAdZvBnI/6jpD0y3iaN5N03eb2vVgX9B13k85Tz1Za+quejh5dXbqwLmgDgSn38LWSHsXt4daM/REXWRt0hN99J6klELq41mB7kD8Ln5yipVMljHTVE389Paux8flNFtw7TzvXChjpqS8i6zi60tenGqvv36S3T1V8NCwbb6Snz/zW7Riwdyd/+F9hdtMWGvkrwN3Kkq/atWTmkVOsv36bUQ2094ECMKhhDW4Hh7Pw1BV8yzhT28tNq/4L6NWoGi+jEtjqd5eyTrb0bqzd80DvQk9Xh+/GdEBPV4dV+6+Rm6dkXO/GxSJyjQz1mfNZV5ZvuciOQ7eIik0p1vS8wmBmZsTUye1p27oKv/15gllf7aF5s4qMH9sKe3vtZhP8L2BqZkTl6u5Urv6fRyySEzP+inQGv4xFfCiSkZbNmaOBZGbk8G8JUoIAJqaGr4WvEaZm///YxMzwP8SxgYEeWZk5b4nUXDLSs8lIL/h+/uPCFM7S1dXJF9vmRri42dC1jtdfUdkyXnYYleC/79JG4L1Q/lx0ipCQeFo0r8iEcW2wtTUr7mH9Ky9D4vjip32kpmXx05c9ivWYRnpmDlN+38/DV1F8N6YDHRpq7+jPP6FUqZi96TivohNYMq4nno7SRUVhWXLmKreCIpjfrwPlHDW7r3kblSgy/dBJRFFkQbcO6GqhABRAjkLBzLOncDIz54tGmkVaC9j06C5Pk+JZ1bonxhrcKwLciQ/naNgjJlVpgrOJ+p99gUmhnIi8zxifFjgaW6rlIz4nmQMRl2jlWAsvM/X6GR+JPIaAQBcX6ZWTAS7E7sVE14I6Nm0k295L2oauYEgVq96S7BSqdCLTduFg0h5jPc03QApLqRS4eYpgRFEs9M2uro4xruYDCElZSWZeMCb6noW+lpdZc27ruxKYuAUPs6aSbrC9zarhalyWS3EHqG3TBl2J1cYa2zbkUMQRDkQcooal9Ciuka4BQzzas+j5Hm4kPqa+rfTecDqCDtMqd+Bj/3VsCbrK6HLqRUx1BIHZvm0YdH4LK59cY3JVaZsFbzOjbjNOhjzjm6un2daxv8bCp56rG4Oq1WB9wB26+FSghpN2mqn3ql6Zc89f8bvfVRp7eVDR0V4rfiF/A+aHXm15HBnH5zuOsWfSEGzN1O/r9k9M7dGM4Jgkftp1FntLU5pVLfqqmbo6Onw9qj36erpsOHIDhULJpP7NikXk6urqMHFYC1wdrfhj7VkmfL2DBcVYYKWwVK3qxqrlI9i56zqbt17h6rXndOtak4EDGmJjbVrcwyv1WNmY4mvjhW8dr/xvnPoNgH3nZ6BSiWRn5f5XxPTNx5kFUdb0/xeuyUkZRIYn/vXcvFzlf13X2MTgP6LBZuZGODhb5gvid4jl/xDOr+0MDPXk87FFzNOnUazfeIkbN1/h4GDBT3P7lJpMihsB+YX2jI30WTp3IBW8HYttLKkZ2Uz+bR9PQmKZO64zreuWfy/XFUWRn/f44Xf/FdP7tKBhxaIrAHbxSRCr/W7Sp25VutbUvnhff/02N0LDmdelHe5W6gm0d7Hs1nWeJyawrlsvzAw03xSLyUzn9zuXaeHmTTsPzdaKUqXihzuncDAy4+MK6lfYFkWRXx8dx97QnOHe6hfP2hJ8CpWoYphnB7Xs43PiuRh/+XXlZOkbLdFZwTxLu0NrxwEY6Eiryp2eF8OL1FNUtuqJsZ60c79R6XtRiGmSCksB5CmCSEiaIcnmTUqlwBVVKWTnXMTYqPBiy818MKEpawlL3UQF228Kbacj6FHdehCXY38hMus2ribSIsDNHXqzLWQBD5KvUMNamqjT09Gjm2t+FPdeyn1qWElPEe7gXJ/dYedZ9+oodW0qqnWOtq6tFy0dK7HuxUV6uNXCzki9m/r6Dh50KVOZFY+v0tOzGmXM1K/Ma2dsypd1mvHV1dMcCXpCV2/NPxCmN2rKuVcvmX72FIcGDMFAV/NUPEEQmNOxNV1Wb+aLQyfYM2IghnraW3ZmRob8MbgLg5ZtZ/rO46wc0VNrO7Nvoqerw4KRnfl48R6+WHeEFRN6U7Ns0e/E6egIzBjWBn09HbacuE2eUsW0QS2K7ca8ZwdfnBws+Oa3w4z+cgvfTulMrWpF0yZCW+jr6zJkcCPatK7M5q1X2X/gNkePBdKzR236962PhYVxcQ/xg0RHR/grOmvvqH7kIDdXQWZGDrk5ir+ErXzetWTzKiiW9RsuceXqcywsjBnzcUt6dKuFkZHmx1+KGpVKZNvBG6zedhlPdzsWzOqJo13xZX0kp2cx6Ze9vAyPZ/6ELjSv9f42CFYc92fXpUCGta7NwOZF1+c3MjmVGbtOUMHZnpldW2rd/5OYOH73u0rbCuXoVV16oONv/cbHseLWDXpUqEQLTy+t+Pzphh95KiU/aKGw1M5XAdxPiuKPBj00qtdyMuo+95PD+a56T0z01GvXFJEZx4no63R2boSzsXpn7guit52d1Utv9ovdi4GOEQ1tpdvfT9oBQDXrAZLsVKKCsNSNWBrWwsJQmoZJTVtDds41STZvUjo/JQV9UtJWSDIx1HPA0awrUen7yFMmS7L1seiAia4tgYlbJdkBVLKoh4OhO+djd6MS/3sn/t9obNsQOwM7tfvi6uvoMdyrI68yIvGLDZBsX8CUSu3JVSlY9uyc2j4AZtZojb6OLnPuntLID8CgCjWoauvInOvnSc/N0difuaEhc1q24VlCPCtu3dDYXwE2pib81KUdT2Pj+cPvqtb8FlDR2Z7Z3Vpx7UUoK89d17r/AkyNDFgytgfO1hZMWnmQZxFxRXatN9HREfh8SCsGta/NztN3mb/x7F+VbouDhrW8WTlvEKYmhkz5YTfrdl1FqVQV23gKi5OTFV981on1az+mcSMfduz0Z/DQFWzcfJn0DO32bJbRHgYGelhZm+LgZIm5hbEsbkswoWEJzPnxIB9/so6AgFBGDGvK1k1jGdCvfqkQt0kpmXzx015WbLlE8wblWf7jwGIVt4mpmYyfv5ugiAR+ndz9vYrbHRcCWHncn+4NqjClu3ZSb99FrkLJZ9uOolCp+GNQZ61VNS4gR6Hgi0MnsDQyZE4nzSoIv4lSpWLm2VOYGxjyVbMWWvHpHxXKgZePGFu9Ph4WmrUmTMzJ5Nf756nv4EHXMuqL+mxlHgufnKKChRNd3XzV9rMx+AT6gh6DPdQ7v5uQk8DF+Ms0s2+CraH06G1sdhgPUq7SwLYTxnrSjkdkK5N5knKYchZtMdOXlskRn3mGbEUEZSykRW+VqiTSM7djatJTkt2blMpPSl0dW7Jz/MjNeyLJrozFMFRiFhFpOyRez4Cq1v2JzLxFXLa0a+oIOrRy7EdcTgQPUqTvROSfxe1MUEYQ91LuS7YHaOFQE29TFzYGHUehki6yATxMbenvWZ8DYbd5lhqtlg/Ibxv0aZWmnIt8wdmIZ2r7gfwU1rmN2hKTmc7CAO0Ix9beZelSvgJLb/rzPCFBKz4BWpTzYlCt6qy/fhv/4DCt+S2gV50qdKtZiWXn/Ln2IkTr/guwMTdh+YRemBjqM37ZPsLjk4vsWm8iCAKTBzRjWOe67Pe7x4/rT6FUFZ+o9C5jz5oFQ2jbtBLrdl5l2pw9xCel/7thCcDdzYbZM7uxZuUoatXyYOOmywwZuoLtO/zJysot7uHJyJQ6oqKS+fmXo4wcvYZr/i8YNKAhWzePZeiQxpiaqhfxed/cfRjGiM83cfdBGJ+PacP304q3zkB8cjrj5u8iLDaZ36f2oFF17UQIC8PxW0/4ee95WlQry9cDtCcK38XvJy5xLyyaOb3b4mGn/X7zf/hd5WlsPD91aYeNifaydTYE3iUwJppvW7TCxljzo1F5KiVfXz2Dm5kl46vX19jfL/fOk5GXy3e12ms0f9uCrhGVlcJnlTqiq2YnkRdpEZyPvUNPt2bYGKq3YXQ46hgAXZwL3+70Tc7H7kFfx5Am9tKrSD9M2oNSzKG69WDJtqGp6zHWK4OdibSe0WnpWxDFLCzNPpF8zQJKp8DVtUUQjEhNWyXJzsygItZGjQlP24JKlHYjV9GqOwY6ZgQmbpFkB1DFsiEOhu6ci9mlVhS3iV0j7AzsOKBmFFdH0GGEVycis+M5HuUv2b6AMeVaYKZvxG+PT6g1jgKGla+Lj4UdP9w9Rbbi34uh/BM1HVwYUL466x7c5llSvEa+CvimWSvMDAyYcfakVkXUl62b4WFjxfTDJ0nN1m7ETBAEvu7RGm97G77ccZzY1KITW842Fiwf34s8hYpxS/cRn5pRZNd6E0EQGN+nCaO7N+DwpYd8v/oEimKMnJoYG/DVpI7MnNCeB08jGfHZJm4GBhfbeKTi5WXP99/2YsXS4VSq5MrqtX4M+WgFe/fdJDdXUdzDk5Ep8cTFpfLHwpN8NGIV584/onfPOmzdNJZRI5uXmtR/pVLFht3XmPzdLoyN9Fk5fzA92vsW6/nsmMQ0Ppm3i+iENP6c2pN6VYru7OvbXH0czNebT1KrrCvzh3cq0or5px88Z/OVuwxp5Ev7ato/V+wfHMb667cZVKs6Lcppb4MgNCWZ365dppWnN118KmjF54aHd3iWHM/3DVtrVIQU4G58BLteBTC8fD3KW6pf9yQhJ521Ly/SwrEi9ezUrzuyPugo5nom9HOXJvL+fxyJXIy7RHP7pmpGb8O5n3yZBrYdMdWTJrBzVZk8TN6Lh2lTrA09JdmmZN8lNScAd4thCBJqEIliLmnp6zAybIaBgfrR91IpcEEPM5MBpGfuRaGMlWRZxnIEuco4YjKOSrIz0DGhslVvgtMvkpwrLUKmI+jQ0rEvcTnhGkRxO/EqI4h7KQ8k2wPUt61MFQsvtoScIlupXpTG0sCET3xacj3+JZfjnqvlA0BfR5fvancgPCOFFU80j7xOr9sMU30DZl05hUoLfZ3tTEz4ullL7kZHsflegMb+CjAx0OeXbh2JTUvnh5Pnteb3Tf9/DO5CVp6CKVuOkJNXdCKlrLMti8f2IC41g/HL9pOa+X5SXAVBYEzPRozr3ZgT157wzcpjKBTqZSVoazydW1VjzYIhWFkYM23OHlZtu1yswlsq5cs7Me/Hviz6cwienvYsXX6WIcNWcvjIXfLyiu+1lZEpqSQmZbB0+RmGDFvJ8ROBdOnky5ZNYxk3tjXWpah4W0JSBtPm7GHNjiu0aVKRtQuG4uPpUKxjiopPZey8XSSmZLLo817UruT+70Za4l5QFNPWHKasiy1/jumOkUHRlal5ERPP7D2nqOrmyGcdNSu6+S5Ss7OZfvgknjbWfNlae/5FUWTWudPoCTrMaamd6HZEeip/3L1MK3dv2pTRvLDUt3dO4GhsxqQq6heEAlj+7Bw5yjymVpTWBeVN7ie/5EbiY/qXaYWZvnqbXkei8vVKF7XP3u5GTzBQK3r7JPkguap0atgMkWwbmroePR1LnM16SbLLyDyAUhWNhbn60VsotQIXLMw+BvJIS98gyc7GqAmm+j6EpayXHIWsYtUbXcGAe4nbJNkBVH0dxT0fsxuVKP3mt4ldY+wMbDkQcVCt6KkgCIzy7kxibioHIy5Jti+gn0c9PExt+f3RcfLUTHcGaODgQbcyVVj5+BrBaYlq+wGwMTLhq/otuRkTztYnARr5KqB7hUo09/Di12uXCU9N0YpPgBquTkxo2oBDD55w9NFTrfktoKyDLfP6ticwLIpv953WKNL+b1T3cub30V15FZ3AlFWHyH6PUb8RXeszuX8zztx4xqzlR8krRpEL4OVux+qfh9CpZVU27fVn8re7iE1IK9YxSaVqFTd++2Ugvy4YgIODBX8sPMnwkas4eep+qThjLCNT1KSmZv2V6bD/wG3atK7CpvVjmPxpO+ztSnZF9be5dS+EEZ9v5MHTSGaMb8/Xn3Yq9tZnEbHJfDJvJynp2Sz+ojc1fN5fS5GXUQlMWnEAewtTlo3riblx0aWWJ2VkMWHjQYwN9Fg4pCsGetrvLf3DyfPEpqWzoFsHTAy0d/5796MHXA0LZXqTZjiba/43L4ois66cQhRhTkP1+8sWsOPVXR4mRTPLty1m+urP4fPUaPaF3qKfR308zNQrCiWKImtfHcXGwILuruqd407ISeRC3CWa2TfF1lB666i47HDuJV+mgV1HTPWkVc9WqnJ5kLQTF+NaOBhLi6Rm5YURl3kaV/P+6EromSuKIinpq9DXK4+xoWYF14SivAEuKurUqSPeunWLmPjh5OTewM3pFjoSXsDItD08SZiNr+M6bIwbS7r2tdiFPEreT3+vnZIPW99LvszO0N/pX2Ya1a2k7yz5xV5gffAmppWfQg0r9XqRzrq3isepwWyq/xXm+uqdm/CLecyUW9uYUaUzAzzVb8Idk5VGu2MrqGXnxrpmAzTaCRRFkSEndnE3LpJTPUfiZq55GfyItFQ6bNlATScXNvTojY6WUrYUKhUDN+4kKDGJg6OH4Gqp/SIeK85dZ/Hpq0xu15gxLetp3f+bnLj9lJkbj9Gsije/juqCfhF8WP8dO0/f5bet52lc3YufJnTB2LD4C7mcvPCIX1edxkBfj+nj2tGsvk9xD0kyoihy4+Yr1m24yPPnMbi72zBoQENatayMvv77m99SR8F7RHP12qnJlEzyFEri49OJj09DqVJhbWWKo6MlRoalrxGFShSJjk0lJj4VI0N9PN1tS8T7ZlZuHi9C41GJIj7udpgYvT+xnZOn4El4ftHEim72GGq50NObqESRp9HxZGTnUtHFHjND7f+e8RmZvIxPxM3KQqv3F7lKJfdiojHR16eSvQPauCOKy8rgRXIinhZWOJtqJpjzVEoCEyMx1TOgopWj2uMTyRe4Gcpcqlm5oafm2dvUvAyCMqJwNbbHzlC9e9Lo7BiS81Ioa+qFvo70dRqbE06mIhV3k/LoCtL+rjMVCaTkhWJjUA5D3X+Ym4AA8PUFP7+/vvUsYS4RaTto5HYWQ73Ca6Ws7EvExPfD1vo3zE0HASAIwm1RFAvfwuY1pTaCC2BpPh6VKom0jE2S7BxNu2Kga09w8nLJEa5q1gMQBB3uJmyQZAf5UVxHozKcjt6GQiX97GkTu8bYG9qxK2yPWlFggFHenclUZLMp+IRa9gDNHSpS39abJU/PEpetfpTK0dicqdVacDH6FfuC1SugVYAgCMxrkp9GMvXCUa2cnXU1t2Bmk+ZcDgth2U3tVSfW09Hh1+4dEUUYu+sg6TmaV4B+m09a1qOLb0UWnrrC7huavbb/RofaFZjZtxUXHrxi2prDRZoa/Tb929Zk5vA2XLsfzLj5u0hIeT/ngf+J9s0rs3bBUBzszJm14CDf/3mUlLSs4h6WJARBoH69sqxYOpzvv+2Jvp4uP/9ylCHDVrB7zw0yM7X/NysjU9LIyVEQHpHI48eRxMSmYGZmRIXyzniUsS2V4jYzK5enL2OIiU/FxsqU8t6OJULcpmXm8DQkFhERnzL271XcZr8WtypRxMfVrkjFrSjCy9hE0rJy8LK3LhJxm56TS1BCEuZGBrhoUdyqRJHniQmIgJe1jVbEbbZSQXBqEuYGBjhpKG5FICgtEZUo4mmu2fiScjNIzcvCxdhKbXGrQiQyKwFDHQNs1SwslavKJTkvBSt9S7XEbY4qi3RFChb6tpLFrYiKNEU0+jqmGPyTuIV8cTto0P9fVxFHZPouHE27SBK3AClpf6Kr44CpibS05ndRqiO4ANFx/cjNe4yb03VJUdyw1E08T/yRmo4bsTaWFoW8FruIR8n76OO5CUsDaT0wn6XdYWPQXDo5j6CxfVdJtgDXE26y7OUKRnkNp5m9eikPi57t4WjkVZbX+RxvMxe1fIRkJND34hKaO1bgl1rS+mK9iUoUGXR+M0+SYzneYQzOJpq9Ie97/pCpF48yrVZjJteUFp1/F6Io8tmp4xx8+pj13XvTzMNTY58FXHkVwugd+2ni7cnyft3Q03L/2lyFkk83H+Ly82B+G9i5SIpYvMmey/eYu/MsDSt68MfH3Yr0/NLbXLz7ktnLj2JjYcLCab3wdJFeiEHbKBRKNu27zsY9/liaG/HFJ+1oWu/9tbnQJqIocvNWEDt2+hMQGIqpqSHdu9aiV8/a2NhIazkgI1PSefI0ip27rnPp8lN0dXVo26Yq/frWo4y79BTBkkBunoKNe/zZsu861lamfDm2LY1qly3uYQFw4upjflh7EndHK/6Y2hMXe82zrwrLq+gEPlm8F4VKxcqJvSnvqn5Bon9DpRL5et8pDtx+xMwuLRjSWPt9dSNSUum7fjtG+nrsGT4QG1PNqxsX8P2Fc2wMvMviDl3oXF7zwlJ5KiV9j2znZUoCx3sM1zjr7lDIQ6b6H+DL6q34pFJDtf2k5mXR88IiHI0s2dx4jNqVk3eEnmXtqyP8VG0MdW0rqeVj4bPFPEp9wi815mGhL+3eOD89+ltiskP5rOJSjHSl1QZ4kLQL/7jFdHT7A1cTacHT54nzCE/dTH3X45joF75AXFb2VWLie2Nj+QMW5h//9f3/yQgugJXFNFSqeMlRXBezfhjo2hOUvERyFNfXZii6ggG34tdKsgMob16Lcma+nI/dTaZCevSznk0dypp6szd8P9lK9Qr7DPfqiJmeCUue71P7jKaHqS0fl2vO6aiHXIxR/yypjiAwv24XFCoVs24e1fjMaC+fKvQoW5k/717lZky4Rr4gP5L1Y6u2VLCzZ8rJo1o9j9vY24Nv2rfkwssg5p+5oDW/BRjo6fLH4C74lnHhy53HufKs6NoHAfRpUp3vBrfD/2kIk1YcICtHswrZUmhWsywrZ/QjJ1fB6B+3c+ep5nOvKXp6uozs14g1C4Zga23GzJ8PlMpoLuSvg3p1vfn910EsXfwRtWt5sn3nNQYOWc5vfxwnOEQ7FcxlZIoLpVKF//WXTPtiG+MnbuTW7SD696vPts3j+Hxax1Irbp+8jGb0l1vYuMefds0qs+mP4SVC3IqiyLpD1/lm1XGql3Nh9ewB71XcvoiMZ/SiPYiIrPm0b5GKW1EU+eXYRQ7cfsSE1g2KRNym5+QwdtdBshUKVvXroVVxe+DJYzYG3mVUzdpaEbcAf965yt24SOY1bq+xuI3NSuO7OyeoaevK6AqatRha+OQUybmZfFOtm9riNj4nma3Bp2hkW1Vtcfsk9Sl3kgPo4tJJsrgFeJJ2i6CMB7R27C9Z3OaqMglI3ISLSW3J4jZHEUdE2nYcTbtJErcAKWm/oavjgJmZ9IJW76LUC1wjwwYYGTYlJW0pKlVmoe10dYzwsBxDcs5NkrOlpZ8a61lTzbofQenniM+WLu46Og8jW5mJX+weybaCIDCwTH+S81I4Hn1Ssj2Ahb4pI7w7cT/lJX6xd9XyATC8bBPKmjkw7+FhMhXqpyx6mtvwZY2WXIx+xe6gQLX9FDC3UVtczSyYfP4IKTmaV/c11tdnWaeuKFUi448dJkehvRTcgbVrMLxeTTbdDGDrLc1/97cxNtBn2bDulHWwZfKWQwSERGr9Gm/So0EV5g7twO0X4UxYvp+M7PfXV7WytxNrvx6IjYUpk37Zy0l/aT2riwofTwdWzx/MyP6NOHf1KUOnrOfidfWrkBc3lSq68N03Pdm0/hM6tK/OqdMPGDl6DWPHb2DPvpskJpaOfsAyMqIo8uJFDMtXnmPAoGXM+mo34eFJjB3Tkh1bx/PxqBbY2pbODIXcPAWrt1/mkxlbSU3PZsGsnsye1BELM6PiHhoKhZKf1p9mxb4rtG9QkUWf98LC9P2N60lYLKMX7UZPV4e1k/tR1rloNy9W+d1g05U7DGnky7jW6tct+TsUKhVT9x/nRVwCi3t1oZy99n6fJ/FxzD53irournzZSL2swbe5FhXK0sBr9PWpRhfvihr5EkWRr24dJ1upYEG9ruhqkAl3NzGEvaG3GOzZkIqW6mU3Aqx+eRilqGJsue5q2atEFdtDd2JjYEN7J+mFt5SighNRm7AzdKWurXT7B0k7yVamUMd2jGTb0NQ1iKICT6txkuyysq+SnXMVS/OJ6AjaabFW6gUuFE8Ut5r1AAx1LLgVv1qSHYCTsQe1rFvin3CchJwoyfY+5uWoa1OHY1EnSMpNkmwP0NG5AT5mbqx6eYgsNcWpvo4eX1XrRlRWCsufnVPLRwFDytWhgYMHP949TWSGZlFScwNDFrXoSnRmGrOunNRKJWFPK2t+a9eBB7ExfHdBs9/1baa3bkbLcl7MPXWeSy+DteobwMLYiFUjemJvYca4DQd4Fl200bbOdSsxb3hHAoMiGbd0H2lZ7++8pqu9Jatn96dqWSe+XnGMjUduFGkl6cLydjS3tJ7NfRNXV2umTm7Pjq3jGT+uNQDLlp+l38ClTJ+5k9NnHpCV9f42OGRkCktMbArbdlxj1Ji1jBm3nv0HblGxojPffNWDrZvG0q9vfUxNi66KblFTUqO2ABlZuUz78wAHLz5gRNf6/PBJRwyK8Nzr2zwIiebjxXswNtBn7ad98XCwLtLr7fAPZNGpq3T1rcj0zi2KpL/w/DMXuPAyiG/at6Sxt/Z6Bqfm5DDu6CHMDQ1Z0rEr+rqaFxhMys5iit8RvCyt+b5ha439HQh5wNnI53xWrQXeFuoL+zyVgjn3D+JsbMW48ur1qwW4l/ySc7F36FemFc7G6lVfvpZwneDMEPq49cJAR/o57ZsJp4nPiaCD01DJZ2+zlcncT9qBh1kzyZWTS1L0Fj4QgVscUVwDXTNq2AwmPPM6UZkBEkcMbZwGoivocSp6i2RbgL5uvVGKSvaG71fLXlfQYYJPL+JzU9gWelotHwA1bTzoU6YuW4Ou8ThF/eigjiDwc70uiMAMLaQq13JwYVqtJhwJesqu59opstTGuxwT6tZn58P77HyovcJNujo6/NajE+XsbZm8/yjP47QvQO3MTVkzqhdGBnp8vG4vYYnJWr/Gm7SvVYFfRnbhUVgMnyzZS0rG++mTC2BpZsziz3vTvkFFlu65zA9rTpL9HtOl/4kPLZoLYG1tSp9edVmxbDjr14xm4ICGhIYlMO/nI/Tut5gf5x3i+o2XcqshmWIlLS2bI8cCmDJtKwMHL2fN2guYmRox5dP27N45iTnf96ZF84qlukp4SY7aAoRGJ/Hxjzu4+SiUWSPaMq534yIRfH9HYFAkY5fsxcLEkLVT+uFub1Wk1zsa8IS5h87RopI3c/q0Q0dH+7/r1luBbLoZwPB6NRlYu4bW/KpEkS9OHyciLZXFHbtgb6p5f2dRFJl++QQJ2ZksatEVU33NimxFZ6byw51T1LZzY7hPXY18bXh5mVfpccyq2hVjPfXGpVQpWfp8Hw6G1gwoo554z1HmsCd8H54mHjS0lZ5una3M4GzMTrxMq1LRQvprEpi4lTxVFnVsR0u2LUnRW/hABC4UTxS3slVvTHTtuBm/UrKthb4NTe178CDlGiEZjyXZAjgaOdDesS2X4q/wMv2VZHuAKpZetHWsw54wP8Iz49TyAfBpxbbYGJoy5/5BFBr0xnUztWJGjdZciQli+0v1U6cLGFe9Pg2c3fn22lleJido7A9gSv1GNHH34Fu/s9yPjdGKTwAzQwNW9e+BsZ4en+w8SEJG4TdqCourtSWrR/YmT6Fi9Jq9xKYWbSppqxrl+H10V55HxjNmyR6S0t9ftNJAX4/vx3Tk4x4NOXb1ESPnbic0Wr1sB23zIUZzC/DwsGPUiGZs3TSOhX8Mpm3rKty4+YqZs3fTb8ASliw9zZOnUSUiqi7z4ZObq+DS5ad8+/0++vRfzO9/nCApOYMRw5uyZdNYFv05hG5da2Jpob2bquKiJEdtAc7fes6w77YSm5TOn9N60aO5eq0O1eX2i3DGLd2HjbkJ6yb3w8VG++353uTikyBm7T5JHU83fhvYWSvRz7e59DKYuafO07KcF9NbN9Oq75W3b3D61UtmNmlOXRc3rfjc+iSAkyHP+bJOM6rZOWnkSxRFZt86Rq5K89TkkPR4Vr+4QDvnqjR1UL8Y55Goa7zKiGRsue4Y6aonko9GHScxN5FBHgPQUeMM8IXYfWQqU+noPEzy5lFGXiyPkvfhY9Eea0MvSbYlLXoLH5DALY4orp6OITVthxOb/YCwjKtSh0wT+26Y69lwPGqDWjd83Vy7YKVvyeaQbWq3DRrt3RUDHT2Wvdiv9k2nhb4xX1TuxKOUSHaEaNZOZ2DZmjR29GJe4BnC0pM18qWro8PC5l0w1NVlkt9hcpSan53V1dHhzw6dsDMxYfzRQyRlaU+UOFuYs6Jfd+IzMhm/+5BWz/oWUM7RlhUjepKYkcWYdftIzizayGqzqt4sHNOd4JhERi/aTULq+2vjo6Mj8HGPhvw5tSexiekM+34r52+VnGjphxjNLUBHR6BaVXemTunA7h0T+eG7XlSr5s7howGMn7iRYSNXs3nLFSKjkot7qDIfGCqVSOC9UH7/8wR9+i/m2+/38+BhBF271GT5kmFsWPsxQwc3xsXZqriHqhVKetRWoVDy5/YLTF9yGE8XG7b8MIT6VbWXRlsYrj8NZcLy/ThZm7N2cl8crTVrSfNv3A4KZ8rWw5R3smPJR90wKoIU7Odx8Uzef5Ry9rb81qOTRgLvbS6HhvDbtSt0KV+B4TW0UxDrWVI8P1w/TzNXT0ZX1SzaCrAnKBC/qJd8Wb0Vnubqd00QRZG5Dw5hoKPHl5U7qe0nOTedDUHHqGnlQxO76mr5iM2O41jUcRra1qeCuXShnZQby9X4I/haNcfVRPrm1p3EDYiiilq2IyXblrToLXxAAheKJ4pbwbIzFvpu3IpfjShRZBroGNHWaSBhmc+5n3JFki2Asa4x/dz7EpQRxKV46fYANoYWDPXswM3Ex/gnPFTLB0A756o0sS/P0qdnicpKVtuPIAjMr9sZHQSm3zyCSsNIj5OpOb807cjDhFgW3Lqoka8CbIxNWNqpG3EZGUw9eUwrPXcLqObixC/dO3A3IoqZR04VSaSrursTi4d2Izg+mfEbDpCZW7Tpu40qebD4kx5EJKQwetEeYlPebxGihtW92PLDEDydbZi+5DALd1xAoVA/00CbvCua+90fR4hP+nAKNRkY6NGkcXm++6Yne3dN4vNpHbGzNWP9xksM+WgFEydv5uChO6SkaD9rQeZ/h+CQeNasvcCgocuZ+tk2zpx9SIP65fj5p37s2j6BiePbUKGC83tNiS1qHjyNLNFR27ikdMYt2MO2k7fp27oGK2f2w8m2aCOnb3P1cTCfrjyAu50Vaz7ti71l0RYNexwZy/iNB3GxtmDliJ6YGWn/LHdCRiaf7DyIsZ4eq/r30Go/3ci0VKacOEo5axvmtWqnlfWSrVAw6fxhzPUN+K1ZJ3Q09BmZkcLcgDPUty/DUB/J3WP+g8MRAdxMCGJKxXbYGam/8bE+6ChZyhwm+PRS+zXbFroDHUGXfu591bI/Hb0VEGjrNFiybUpuGM9SjlHRqhvm+s6SbDWP3jpqPXoLH5jA1SyK+wnJOTdJypYWidUR9KhtO4rE3Je8SpNefKimdQucjDw5FbWFPJX0giyNbBtQ3syH3WF7yVCoFx3r4dqUMiaOLH9xgFylemJHEARmVu2CiMi8B0c0EmYuppbMrtmW67EhbHlxS20/BbTz8GFIRV/WPLiFX7h66dxvU8PRie9atOJiaDCLblzTis8C2lf04bOWjTny8CmLL/lr1XcBDcqV4deBnbgfHs3kzYfILYJo8ZvUq1CGZeN6EpOcxqiFu4lOkt4iSxOcbC1YObMffVvXYOuJ24xbsIe4EiQiC6K5o/o3ws//GQMnrmXDnmsl5uywtjAzM6JTxxr8/usgtm8dx8ejWpCZmcPCxafo038Js7/eg9+Fx+R8YL+3TNGQkJDO7j03GDNuPSNHr2HHLn88PeyYNaMre3dNYtaMrtSt642u7gd1q0NUbArf/n6YsbO2lcioLcCtx6EM/XYLz0JimTO2E18Mbf1ei0kBXLj/ksmrDuHlaMvqT/tgY6691jnvIiQ+iU/W78fMyJBVI3thY6b96+UoFIzffYj4jExW9OuOs4X2otE5CgUTjh0mV6lkWedumBpoRzj/dNOPJ0lx/NqsEw4mmm0wiKLIzJtHUYkq5tfropFYTsrN4PdHJ/C1LkOvMrXV9vM0NZTjUdfp4doMD1P1Uq8Dk+9zNzmA7q5dsTGQXvgsLPM5gcmXaGLfDSsD6cWtbiesRVfQx9dmmGTbkJQVJS56Cx+YwAX1o7iu5v0x0nXlZdLvksWZt3krbAzLcTthDSpRmlDQEXTp6DyMpLxY/OOPSbKFfGE5xGMQ6Yp09kcclGwPoKejy4RyPYnKTmB3uJ9aPgBcTawZX741F2OfciZa/WgwQF+vGjR3LsuCwPMEpyVq5Avg6/otKW9lx2cXjhGXpZ002f5VqtGnchUW3/DnbNBLrfgsYEzDuvSuXoUll/w5/KBo2t20qVKOH3q15eqLUKbvPKHVSPS7qFXOjeUTepGUlsmohbuISNBeT+HCYKCvxxdDW/PDJx15GhzD0G+3cPtx2Hsdwz+hp6fLiH6N2LpwJPVqeLJm+xUGTVrHqYuPUKk+vDOrjg6WDBzQgLWrRrF6xQj69K7Ls+fR/DD3IL37LWbBr0e5dTuI3Nyi3XyRKV2kpGRy8tR9vpi+g/6DlrJ85Tl0dXWYOL4Nu3ZMZP5P/WjTugrGxtqLapUUMjJzWLHlIoM/Xcflmy8Z0bch2xaNLFFRW5VKZMORG0xcsBcLUyPWfzOI9g00awWjDmcDnvPZmiOUd7Fj1aTeWJkW7Tnr6JQ0Rq/dh0oUWTOqFy5W2o9Ui6LIzCOnuBsRxS/dO1DNRbNzrG8z55IfgTHR/NKuA97W6qf9vsmZ0BdsfHSHUVVq09LdW2N/O17d5XJMEDNqtKaMmWYVsH97dIJ0RQ5fVeum1nlXyG/ps+T5Pqz0zRjq2V4tH3mqPLaGbMfJyJH2jtLb+oiiyPHIDZjqWdLMvqdk+4Ts57xKO0sV676Y6Emb96y8MCLSduJs1keD6K30iHNhEEpjsY86deqIt279fWQvOq4fuXmPcXO6jo5O4XfQotL28ThhJlXtF+FgKu0PNTT9Kqcip9PY4XMqWUnvfbUxaC6hGU+YVnEZpnrS3xg3Bm/GL/YiP1T9FncT9QoCfP9gPTcTH7Ou3kwcjNR741ColAy5spKEnHT2Nf8Uc331d5SjM1PpcGIVFSwd2N5qqMZpLU8S4+h2aBMNnMuwoV0fjf0BZCvy6Lt7B2GpKRzsPwQPKyuNfRaQq1Qycts+7kZEsXlIH2q5qd+X7Z/YePkOC45eoHfdqnzfs02Rp/A9DI1m3NJ9mBgasHpSnyKvZPkuXkUkMGPJYUKjkxjXuzFDO9UtkgqXmhDwMIzFG/14+jKGSuWcmDi8BTUqaafYR0lFqVQReC+UM2cfcvHSUzIzczEw0KNqFVd8a3hQs6YHFco7oadXeivdykgjPSObe/fCuBsQQkBAKC9fxQLg7GRJm9ZVaN26CmXci7aPaXGjUKo4evY+a3ZcISklk/bNKzNmUBMc7d5vuu+/kZqRzXerTnA58BVt61Vg1oi2mBbDRsPJ20+Ztek4VT2cWDKuJ+bGRdvyKSkji49W7SImJZ0NH/ehsqtjkVxn0cVrLLnkz2ctG/NJo3pa9b338UO+OH2CT2rXZXpj7RSsislIo/3+DTibmnOg2xAMdTWL4IdnJNPpxGpq2Lqwsfkgje7hrse/5JPrGxhdrjkTK7RR28/JqBv8+nQ7X1QcSDsn9ebkaOQxdoXv5bPyU6huJb342sMUf7aFLKC76yfUs5Uusk9GfEFs1kP6ee3EUFdaRsCjuOnEZh6noetpDPUK/3eflX2VmPje2FjOwcL8nys2C4JwWxRFybnoH6TAzc7xJzquJ9aW32JpPrbQfkVRyfXIroBIPZfD6EjoHyWKIkfCJpCWF0U/rx3o6Uh7Q43NDmPRs6k0sO1AF1fp5bnTFelMvzcbN2NXZlT8Qi2REpOdyMgb82lgW5mvqwyXbF/Aw+QIhl5ZSe8ydZldravafgD2Bd3jixuH+cq3LSMqaP6GvvHRHb65doav67fUSqEDgLCUFLrt2IKLuTl7+g7EWF9fK34BkjKz6L9xB6nZOeweMRB3K0ut+X6TRaeusvL8dUY2q8NnHbXTzP2feBIey7il+9DT1WH1pD54Ompnt1gKGVm5/LT+NKdvPKWprzffftwBC9OSk+IH+dGQkxcfsXLrJeIT02nZsDzjhjbDxdGquIdW5OTk5HH7TvB/CRtjYwOqVXWjZk0Pavp6UNbb4YNLQf1fJisrlwcPI7gbEMLdgBCeP49GpRIxMNCjSmVXavp6ULuWJxUrfljnaf+Om4HBLN7gx6vQeKpXcuXT4S2pWE67kTtt8CQ4hhlLjxCbmMaUgc3p29q3WObnyI1HfLPlFDXLurDokx6YGhWtwM7IyWXE6j28iIln5Yhe1PUumk3Iww+e8NnB4/SuXoWfurTV6mv7KC6W3ru2U8vZmY09+qCnhYJVKlFkyIld3ImN5Ej3jyhnpdkmlEoU+chvG/cSIzneYQyupurfC2Ur8+h7cQkAu5tNxEhXvXu2DEUWw6//hIuxHX/UnKRWFDgxN4kZ92ZTxaISk8tPkmyvUOWx6NkUdAU9Jpb/HV1B2uZvdNY9joRNoK7dWGrYSIukpuc+50ZkV8pYjKCczXRp143rTV7eS1ydr/1rerIscN9C3ShubMYpHsRNoqLtT7iY95Y0rujMQI6ET6Se3Tiq2wySZAtwIHwFtxPPMrnCQuwMpUfrzsf6sSF4M+PKjqGBGv2zADYHn2RT8AkW1BhPTWsftXwALHh4jO3B/mxoNJoa1mXU9iOKIp9c3s3lmCCOtButUSPvAn8fn9mPX/grDnQdSlU77ey0+gUHMerQPnpWrMwvbTto9cMnKCGJfhu2Y29mys5hAzAvgqIVoigy99B5dvgHMrVDE0Y31474/ydeRMYzZsleBGDlpN6Uc1avKbomiKLI7rMB/Ln9Ag425syf0IWKnkWz+64JWdm5bD90i20HbqBUivTtUouPejXAzLRoIxMliZSUTAICQwkICOVuQAihYfmtv8zMDKlRoww1fT2oWcMDT0+7/wnh86GQm6vg0eOIv+b18ZNIFAoVuro6VK7kQk1fD3x9y1C5kisGBu/3DGdxEhyewNKNfly7E4SLoyXjhzaneQOfEve3LYoiBy7c57ct57G2MOGn8Z2pVq5oso3+jQPXHvD99tPU83HnzzHdMTbU3mbzu8jJUzB2wwFuB4ezcEhXWlYqmlTxO+GRDN2yh5quzqwb1AsDLbYcSsnOptuOLeQplRwaOBQ7E+2cG15x7zrzbl5gfpP2DKygeX/ezc9v8d2dk/xYpxMDympW2XnJ0zOseXGBlfWHU99O/Tlb/mI/+8MvsbT2VHzM3dX0sYrbSbf5qdpcHIzsJdtfjT/C0ch1fOQ5mwoW0s4Ri6LIkfCJpOVGvA7MSdvgvxc7gaQsfxq5nUFft/BZn1KityAL3P9C/SiuyK2ovuQqE2jodhIdQdru34nwL4jLfkR/r50Y6Eo7TJ+el8xvT8dT1qw6QzxnSLKF/LMA3z2cS2peKvOrz8VIV3o0KkeZy+ibP2Ooo8/yOp+jr6PeDUWGIodeFxZhrm/E9ibj0ddR/w05NiuNDidW4W1uy85WH2lcDj8xO5MO+zdgpm/Ake4fYaJhs/ECFl6/ysLr15jTsg2Dq2mv4TqAf3AYI7fvo76HG6v69yiSnnoqlcj0Xcc5FviU73q2oW+9ou9TGBSdyJjFe1CoVCwe24OqHsUTmbj/IpJZy46SlJrJ50Na0r15tRJ3IwkQl5DGqm2XOe73ECsLY0YPaEyXNtXR+x+MYMbHpxF4L5S7d/MjfVHR+We6ra1M8PX1wPe16HV1tS6Rc/m/ikKh5OmzaO7eDSEgMIQHDyPIzVWgoyPg4+OUv1Hh60HVKq4f5DnafyM5NZN1O69y8FQgRkb6DOvTkD6dar73Ak2FITsnj/mbznLsyiPqV/VgziedsDIvnp7C2/zusmCvH40refLb6K4YFfFmiEKpYtq2I5x99JL5/TrQtWalIrlOWHIKfddvx8LIkJ3DBmBtor3XVyWKjD68nyuhIezo3Z+aztrZmAiMi6LX4a208/BhWatuGr//hqQn0fnEaurYu7O+2QCN/L1Ii2HApWV0cKnOXF9pQaw3CUqPYuytX+noXJ8pFfqp5eNJ6lPmPVlAd5eu9HLrIdk+S5HOb0/H42LszQivbyW/LmHp1zgZ+SWNHKZR2Ura2d2UnEBuR/XDy+pTvKwmSLKVEr0FWeC+E3WjuIlZVwmIGYGPzSzcLaRVFIvPfsaB0FH42gyjjp30VGO/2D2cjt7GaO85eJlVkWz/PO0Fcx/Po4tzJ/q6q7d4r8U/4JsHaxnp1ZmBHuqfTfCLecyUW9uYVKENo8o1V9sPwKGQB0z1P8j0Gq0YU7GhRr4ArkSGMPj4TvqXr87PTTto7A/+88NiZ58B+DpJK7X+b+wJeMCso6cZWKs633VoVSQ37XlKJZ9uPsylZ0H8OqATHapX0Po13iY0LplxS/eSkJbJ/OGdaFGteAqmJKdl8fXKY1x/EELnxpWZ/lFrjIo4AqAuT15Gs2SDHwGPwvF0s2Xi8BY0qCmtMfuHRnR0MndfRwHvBoSQkJBfJdve3vwvsevr64GTY9Gk+cu8G6VSxctXsfnzcjeE+w/CycrK7xhQ1tsBX9+xq1w1AAAWcUlEQVT8uale3R2zEnZE4H2Sm6dgz7G7bNrjT1Z2Lt3a1WBkv0ZYWxZt5V91CY1OYsaSw7yMiGdUtwaM6t5Aq71YC4tSpeL3/RfZ6neXVtXLMX94xyLfDFCpRL7ed4oDtx8xq2sLBjfSTq/Yt0nNzqb/xp3Ep2ewa/hAvGw1K6r0NouuX+PP61f5vkVrhlb31YrP9NwcOh3YiEKl4njP4VgaaramVaLIoPObeZIcy/EOY3A2Uf/cuUpUMeLaWkLS49nf4lOsDUzV9jP17mLCM+NYV28GlgbSK0MrRSXfPviBTGUm86rNxVBXejbW8cgNXIk/zASfX3E2lvb5L4oq9oeOIk+VSR/PLegK0u517kYPIz33GQ3dTqOnU/jfX2r0FtQXuCVvS1CLWFlMIzquJ2kZmyRFcW2MG2Ft1IDg5BU4m/WWNHl2RuXxNm/Fg6RdVLbqJbkiWSO7rtxIOMmxqA2MK/ez5Jx+H/NyNLZtxPHokzS1b4KTkfR0y4Z2VWliV50tIado7uCLi7F6qaMtHCvR2qkyq5770c65Gu6m6p+z7FqmCsfDnvDH/Qu0dC6Hj6X0VI43aeziwbjq9Vl27zrN3Lzo7KW5kNMRBH5v15HuO7Yy4dghDg7QXroPQB/fqgQlJrH62i28bK0ZXq+W1nwXoK+ry++DOjNm/T6m7zqBmZEhTcp7av06b1LG3opN0wbw6cqDTFt9mC/7tGBAM98ivea7sDI35s9pPVl70J+1h/x5GhrL/AldKeOk3ZsKbVCxrBOLf+jPxRsvWLbpAp/P3Uv9mp5M+KgF3mXef6p3ScDJyYqOHazo2KE6oigSHpFEwGuxe/NWEKfP5Fd2d3a2omaNMpQr50gZd1vc3W2wszOXo7xaQKFQEhmZTFh4AqGhiTx6EkFgYCjp6TkAlHG3pV2bqtSsWYYa1ctgWULF2/tEFEUu+D9n2eYLRMak0LCWF+M/ao6Xe8ldx+dvPeeHNSfR09Phz2m9aFjNs1jGkZ2rYPam45wNfMGgFjX5rGezIhfZoiiy4NgFDtx+xIQ2DYtM3OYplUzed5SQxGTWDeyldXF7ITiIhdev0rNiZYZoMePsm2tnCEtPYVengRqLW4CNz29yMy6Mn+t10UjcAuwLvU1gUig/1OiltrgFOBp5jUepwXxRcaBa4hbgXKwfYVnhTCw3Ti1xm5gTzbWEY9S0bilZ3AK8SjtHYs4LWjh9LVncJmZdJSnbHx+bWZL0ERR95eQ3+aAjuKB+FFeT8HtKbhh7godS2aonDR0mS7IFuJvkx56wRfR1n4yvtfTIZ3JuCtPvzaKCuQ/TKkyRbA8Qn5PMqBvzqWjhwfzqY9W++YvJTqXXhUVUtXJjRb1hGt1Exmdn0PHEKtxMLdnderjGhRDyVEr6HNnGq5RETvQcgauZdipSPoyNoc/uHdRydmFjj95aKdhQgEoUmbT3CGeevmBFv+609NG87P67SM3KZvjqPYTGJ7F6VG9qehT9maqsnDxmbjyG3/1XfNSqNlO6Ny22ysbX7gXx9crjKFUqvhnVnpZ11D+PXtTk5SnZe/wuG3ZfIys7l65tqzOqf+MSG/kpDkRRJDg4/q/obuC9/xddkF+4ys3NGnc3W8q42+Dunv+/q6sNRkYlM4pfnKSkZBIWlkhoWAJh4YmEhub/HxWVjFL5/+3GnJ0s81OOa3rgW8MDW1vNemB+aDx5Ec3iDX4EPg7Hy92WScNbUs/Xs7iH9bcoFEqW7L7MtpO3qertxE8TuuBkWzyVnBPTMpmy6hD3Q6L4vFdzBrfQ/obvu1hx7jqLT19lSCNfZnRpUSQbY6Io8t2Jc2y/c4+fOrelj29VrfovKIzpbG7OXi0Wxjzw8hGT/Y4wpWYjptZqorG/oLQEupxcQ0MHT1Y37afRax2XnUbPC4uobOnCyvrD1faVkJPCqBvz8TF3Z0GNcWr5Sc1LY/q9WXiaevBlhc/U8rE95Feept5mWsWlWOhLCx6pRAV7goeiKxjQy2M9goRAmibHONWJ3kIxpSgLgtAX+A6oBNQTRfGdqlMQhA7AQkAXWCOK4vzX37cBdgKeQDDQTxTFpH+7rhSBq+5ZXFD/ADXApZgFPE89QV/PbZjrSztXqBJVLH/xJRmKVKZWWIy+xIrMACeiTrI9bBdTfT7F11q93bmDEZdZ8nwv0ysOpo2T5L+tv9gRfJ35D4/wY43edHbzVdsPwLGwx0y6uo/Pq7VgXOXGGvkCCElNotOBjVSycWBHpwFaE6N7Hj3gyzMnGVu7Hl821m5V4szcPAZv3kVQQhLbh/WnkqNm0ey/Iz4tg6Erd5GckcWGMX2p4Fw013kTpUrFr/susP1CAG18fZg7tEORn6X6O6ITUpm59AgPX0UzuENtJvRpUqLb0ySnZrJh9zX2nwjIP7vXuwF9OtcqkWf3ihtRFElISP9LoIW9Fmhh4YnExKTw5seig4PFX5Fedzeb/5mo79vR2LDwBMLCEgkLSyA1Lfuv5+nr6+Lqap3/urjlbw64u9vg7m7zP51y/E/EJqSxcuslTl54hLWlCaMHNKZz62ol+ix9XFI6s5YfJfBZBH1b+zJlYHP0i+n9MCQ2iYnL9xObks68YZ1oVaPce7nu9muBzD10jm41K/Fjn/ZFtgG74cYdfjp9gY8b1uGLVtq9f8hRKOi7ezshKSkcGqC91oahqcl0PLCBijb27Ow0UON7KaVKxYBzm3mRGs+JjmNwNJbWvuZtvryzE7+YJ+xuNhEPU/WLlc55uIFr8Q9ZVfdL3EzUuydaF7SRy/FXmFP1O1yNpQcPQjOesvLlTFo59KO10wDJ9k+SD3E59hfauszHw0zafbRGhXglnr0toLgEbiVABawEPn+XwBUEQRd4BrQFwoGbwEBRFB8JgrAASBRFcb4gCDMAa1EU/7XWtBSBC+pHcTUpgZ2RF8uu4IF4m7emudMsSbYAr9IfsPbVN7RzGkxzB+lnaRUqBV8/+I48UcFP1eZgoCN9h04pqphyZxFR2fGsqzcTC331UjqUoorhV1cTnpnI/uaTsTLQLLI06eo+Tkc85WDbUVSwctDIF8C+Fw+ZeuEoU2s2ZkotzUVzAbPPnWb7g3ss79yN9mW1GwGMSUunz/rtCMCeEQNxMC+ayEhEUgpDV+xCKarY/El/ythaFcl13kQURbacv8vvBy5QzdOZPz/uho158UQjc/MULNxxgd1nA6lR3pWfxnXG3rpkR6FCwhNYuukCV2+/wtnBkvEfNaNFg/IftBjTJjk5eYRHJBEW9lrQvRGhLDg7CmBkpP9a9P5/1NfdzQZ7BwtMjA3Q1y+5myGQv85ychRkZOQQGZX0X7/r29FYGxvTvwS+W8HvXcYWRwcLuU1TIcnMymX7wZtsO3gTURTp16U2Q3vVx9SkZFdDv/U4lK+WHyMrJ4/ZI9rSrkHFYhvL3VcRTFl5CB0dgYVjulPdS7u1Lv6OIwFPmLHrOC0qevPH4C5FUugR4PzzV4zddZA2FcqxuHcXjXq9vosZZ06y69EDVnfpQWtv7dS7yFMp6XtkGy9TEjneYzhu5prXOVjzxJ95gWf5rX43enhqVvDyUuwzJt3czITyrfnYp4Xafq4nPOSr+2sY7tmRwZ7t1PIRlB7M94/m0t6pLQPL9JdsL4oiK1/OJCk3lmkVlmKoK63omEKVw66gAZjpO9HVfZmk+wJNWqmqG72FYi4yJQiCH38vcBsC34mi2P711zMBRFGcJwjCU6CFKIpRgiA4A36iKP7rYUipAleTKK66TYwBrsct5UHSLnp5bMDaUHqO/ObgeQSlP2BaxaWY6VlJtn+Y8ogFT3+jt1tPurl0kWwP8Co9kvG3f6ONYx0+rzhQLR8Az1KjGXR5OZ1dffm+hrRqbW+TmJNJh+OrcDI2Y2/bERpVaC5git8RDr56zK5OA6nrpJ0+djkKBf337uRVYiIHBgzG21q7vV4fRccycNNOytrZsnVoX632332TFzEJDFu1CzNDAzaP7Y+DxfsReGcCnjN703EcrMxZMrYHHg7Fdxb2pP8Tflp/GmNDfeaO60SdSuq3vnpf3AwMYclGP16GxFG9kiuThregUrn3czP4ISIl6gv5kU0TEwNMjA0wNjHAxNgQExMDjI0N/uN/E2MDTEwM/+t7xn/9zAAjIwN0dASUShWZmblkZuWQmZlLVmYumVm5+Y/f+D8jM+e/vpf5+rlZb9irVOJ/jVmOxmoflUrkuN8DVm27TEJSBq0bV2DskGY4O5TsgmcqlcjGozdYue8qHs7WzJ/YFS8XzVr1acLJO0/5evNJnKzNWTquJ+72Vu/luheevOLTzYep6enCyuE9MSyirJjHMXEM3LgTL1trtg7th4mBdj/Tdz64x8xzp5lYtwHTGmpvM3/BrYssDfRnWatudPbSfPPjRWo8XU+uoZlzWVY07qPR5myWIpdeFxdjrKvPzqbj1e4MkqXIYfTNnzHWNVC7w4hKVDH30Tzic+P5ufpPGEsUpwD3k6+wI/Q3erqNp46N9CKw9xK3cyN+GZ3dFuFsIu38eFTaPh4nzKSq/SIcTNtLslU3egslu8iUKxD2xtfhQEGTVkdRFKMAXotczcNx78DIsAFGhs3IU7yUbOtlNYmErAuk5T6RLHBr2AzmReopEnJeqCVwOzh9xKqXs4jKCsbH3FeyfRXLytSxrk1QRjCiKKr1JuFt5kJf95bcSHhMtjIXI1312jaUt3DiI+/GXI57TpYyF2M1/QDYGJowp04Hvrp1nKC0RMprWHAKYE6jttyJjeRCRJDWBK6hnh5LO3Wlx44tXAoN1rrArezkwO89OjHtwDEeRMVQt0zRNJgv52jLiuE9GbV2LxefBtGnbtG3DwJo4+uDvaUpU1YdYvfle3zeS7NK3JrQvkFFfNztmbn0MAt3XGTjt4OL7XxwYalbw4N1vwzl2PkHrN5+ma9+OcTOpaNLdJp1SUYQBOzszLGzM6dWTc//+NmbUd+EhPQ3hOR/CsyU1Cyio1P+Q2gWZo9ZEKByJVcePooo1Fh1dXX+EsymJoYYmxhgamqIvb35f4loUxNDHB0t5WhsERISkcC8pSep7OPMj190p2qF4ukTK5Xw2GTWHvSnTf3yzBreFhOj4mvblKdQsvK4P5XLOPLnmG5Ymb6fdkSiKLLrxn0qONuxZGi3IhO3AKeePMfcyJAV/bprXdyKosjxF89pWsaDyfU170RRQK5SyeWIYPqXr6YVcQtwMy4Uc30j5tbuqHHmUVBGHBmKHH7y7aO2uM33E0WWMoeZlYao7ScpN4mUvFT6ufVRS9wCRGUH42TkSS3rlmrZJ+eG4GZST7K4BcjIe4GFQXXsTaRFr5WqZJTKRCzNJ0oWt5rwrxFcQRDOAO86RDpbFMWDr5/jx99HcPsC7UVRHP3666Hkn9edJAhCsiiKVm88N0kUxXeGaQRBGAOMef1lVeDBv/xuMiUXOyC+uAchoxby3JVu5PkrvchzV7qR5690I89f6UWeu9JNBVEUJR/C/tdtCFEU1W+Emk844P7G125A5OvHMYIgOL+Rohz7D+NYBawCEAThljrhapmSgTx/pRd57ko38vyVXuS5K93I81e6keev9CLPXelGEITCn0l9g/eRi3QT8BEEwUsQBANgAHDo9c8OAcNePx4GHHwP45GRkZGRkZGRkZGRkZH5ANFI4AqC0FMQhHCgIXBUEISTr7/vIgjCMQBRFBXAROAk8BjYJYriw9cu5gNtBUF4Tn6V5fmajEdGRkZGRkZGRkZGRkbmfxeNTsuLorgf2P+O70cCnd74+hhw7B3PSwBaq3HpVWrYyJQc5PkrvchzV7qR56/0Is9d6Uaev9KNPH+lF3nuSjdqzZ9W2gTJyMjIyMjIyMjIyMjIyBQ3cj8AGRkZGRkZGRkZGRkZmQ+CUiFwBUH4RRCEJ4Ig3BMEYb8gCFZ/87wOgiA8FQThhSAIM97zMGXegSAIfQVBeCgIgkoQhL+tYicIQrAgCPcFQQhQt2KajPaRMH/y2iuBCIJgIwjCaUEQnr/+/+/asMnrr4Twb2tJyGfR65/fEwShVnGMU+bdFGL+WgiCkPJ6rQUIgvBNcYxT5r8RBGGdIAixgiC8sw2lvPZKLoWYO3ndlVAEQXAXBOG8IAiPX99vTn7HcySvvVIhcIHTQFVRFKsDz4CZbz9BEARdYCnQEagMDBQEofJ7HaXMu3gA9AIuFuK5LUVR9JXLuZco/nX+5LVXopkBnBVF0Qc4+/rrv0Nef8VMIddSR8Dn9b8xwPL3OkiZv0XCe+Gl12vNVxTFH97rIGX+iQ1Ah3/4ubz2Si4b+Oe5A3ndlVQUwGeiKFYCGgATtPG5VyoEriiKp15XYwbwJ7+X7tvUA16IovhKFMVcYAfQ/X2NUebdiKL4WBTFp8U9Dhn1KOT8yWuv5NId2Pj68UagR/ENRaYQFGYtdQc2ifn4A1av+8jLFD/ye2EpRhTFi0DiPzxFXnsllELMnUwJRRTFKFEU77x+nEZ+xx3Xt54mee2VCoH7FiOB4+/4visQ9sbX4fz3CyRTchGBU4Ig3BYEYUxxD0ZGEvLaK7k4iqIYBfkfIoDD3zxPXn8lg8KsJXm9lVwKOzcNBUEIFAThuCAIVd7P0GS0gLz2SjfyuivhCILgCdQErr/1I8lrT6M2QdpEEIQzgNM7fjRbFMWDr58zm/xQ9tZ3uXjH9+QS0e+BwsxdIWgsimKkIAgOwGlBEJ683pGTKWK0MH/y2itG/mn+JLiR11/JoDBrSV5vJZfCzM0dwEMUxXRBEDoBB8hPu5Mp+chrr/Qir7sSjiAIZsBeYIooiqlv//gdJv+49kqMwBVFsc0//VwQhGFAF6C1+O7eRuGA+xtfuwGR2huhzN/xb3NXSB+Rr/+PFQRhP/mpXvIN9ntAC/Mnr71i5J/mTxCEGEEQnEVRjHqdzhP7Nz7k9VcyKMxaktdbyeVf5+bNGzdRFI8JgrBMEAQ7URTj39MYZdRHXnulFHndlWwEQdAnX9xuFUVx3zueInntlYoUZUEQOgDTgW6iKGb+zdNuAj6CIHgJgmAADAAOva8xyqiPIAimgiCYFzwG2pFf3EimdCCvvZLLIWDY68fDgP+KyMvrr0RRmLV0CPjodVXJBkBKQRq6TLHzr/MnCIKTIAjC68f1yL8PS3jvI5VRB3ntlVLkdVdyeT0va4HHoij+/jdPk7z2SkwE919YAhiSnzoH4C+K4lhBEFyANaIodhJFUSEIwkTgJKALrBNF8WHxDVkGQBCEnsBiwB44KghCgCiK7d+cO8AR2P96bvWAbaIonii2Qcv8RWHmT157JZr5wC5BEEYBoUBfAHn9lUz+bi0JgjD29c9XAMeATsALIBMYUVzjlflPCjl/fYBxgiAogCxgwN9kpcm8ZwRB2A60AOwEQQgHvgX0QV57JZ1CzJ287koujYGhwH1BEAJef28WUAbUX3uCPL8yMjIyMjIyMjIyMjIyHwKlIkVZRkZGRkZGRkZGRkZGRubfkAWujIyMjIyMjIyMjIyMzAeBLHBlZGRkZGRkZGRkZGRkPghkgSsjIyMjIyMjIyMjIyPzQSALXBkZGRkZGRkZGRkZGZkPAlngysjIyMjIyMjIyMjIyHwQyAJXRkZGRkZGRkZGRkZG5oNAFrgyMjIyMjIyMjIyMjIyHwT/B1dGpukuzuoRAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "create_contour_plot()\n", + "plt.plot(x0[0], x0[1], 'x', label='Starting point')\n", + "plt.plot([-0.1, 1.9, 1.9, -0.1, -0.1], [-0.9, -0.9, 0.9, 0.9, -0.9], 'red', label='Boundaries')\n", + "\n", + "# Create boundaries\n", + "b = CustomBoundaries()\n", + "opt = pints.IRPropMin(x0, 1.2, boundaries=b)\n", + "\n", + "x1 = x0\n", + "for i in range(20):\n", + " xs = opt.ask()\n", + " fs = e.evaluate(xs)\n", + " opt.tell(fs)\n", + " x2 = xs[0]\n", + " plt.plot((x1[0], x2[0]), (x1[1], x2[1]), 'x-', color='blue')\n", + " x1 = x2\n", + "\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The first two steps look the same as before, but on the third step we can now see that both the horizontal and vertical step sizes are reduced." + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -202,14 +378,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We'll now try this method on the much more difficult [\"banana\" twisted gaussian LogPDF](https://pints.readthedocs.io/en/latest/toy/twisted_gaussian_logpdf.html).\n", + "We'll now try `iRprop-` on the much more difficult [\"banana\" twisted gaussian LogPDF](https://pints.readthedocs.io/en/latest/toy/twisted_gaussian_logpdf.html).\n", "\n", "In the formulation included in PINTS, this is implemented as a probability density function (a `LogPDF`) and so we wrap it in a [ProbabilityBasedError](https://pints.readthedocs.io/en/latest/error_measures.html#pints.ProbabilityBasedError) to create an error measure we can minimise." ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -287,7 +463,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -347,7 +523,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -358,28 +534,30 @@ "Using iRprop-\n", "Running in sequential mode.\n", "Iter. Eval. Best Current Min. step Max. step Time m:s\n", - "0 1 1.92e+07 1.92e+07 0.004 180 0:00.0\n", - "1 2 7207012 7207012 0.002 90 0:00.0\n", - "2 3 7207012 7207012 0.002 90 0:00.0\n", - "3 4 4372901 4372901 0.001 108 0:00.0\n", - "20 21 103068.9 103068.9 3.89e-05 1.7496 0:00.0\n", - "40 41 102278.6 102281.5 3.33e-06 0.00492 0:00.0\n", - "60 61 102278.6 102281.5 3.33e-06 4.81e-06 0:00.0\n", - "80 81 102278.6 102281.5 3.33e-06 3.33e-06 0:00.0\n", - "100 101 102278.6 102281.5 3.33e-06 3.33e-06 0:00.0\n", - "120 121 102278.6 102281.5 3.33e-06 3.33e-06 0:00.0\n", - "140 141 102278.6 102281.5 3.33e-06 3.33e-06 0:00.0\n", - "160 161 102278.6 102281.5 3.33e-06 3.33e-06 0:00.0\n", - "180 181 102278.6 102281.5 3.33e-06 3.33e-06 0:00.0\n", - "200 201 102278.6 102281.5 3.33e-06 3.33e-06 0:00.0\n", - "220 221 102278.6 102281.5 3.33e-06 3.33e-06 0:00.0\n", - "236 236 102278.6 102279.1 3.33e-06 3.33e-06 0:00.0\n", + "0 1 1.93e+07 1.93e+07 0.004 180 0:00.0\n", + "1 2 7115323 7115323 0.002 90 0:00.0\n", + "2 3 7115323 7115323 0.002 90 0:00.0\n", + "3 4 4399110 4399110 0.001 108 0:00.0\n", + "20 21 109361.1 109361.1 3.89e-05 1.7496 0:00.0\n", + "40 41 107878.8 107880 3.33e-06 0.0118 0:00.0\n", + "60 61 107878.5 107879.7 3.33e-06 1.15e-05 0:00.0\n", + "80 81 107878.5 107879.7 3.33e-06 3.33e-06 0:00.0\n", + "100 101 107878.5 107879.7 3.33e-06 3.33e-06 0:00.0\n", + "120 121 107878.5 107879.7 3.33e-06 3.33e-06 0:00.0\n", + "140 141 107878.5 107879.7 3.33e-06 3.33e-06 0:00.0\n", + "160 161 107878.5 107879.7 3.33e-06 3.33e-06 0:00.0\n", + "180 181 107878.5 107879.7 3.33e-06 3.33e-06 0:00.0\n", + "200 201 107878.5 107879.7 3.33e-06 3.33e-06 0:00.0\n", + "220 221 107878.5 107879.7 3.33e-06 3.33e-06 0:00.0\n", + "240 241 107878.5 107879.7 3.33e-06 3.33e-06 0:00.0\n", + "260 261 107878.5 107879.7 3.33e-06 3.33e-06 0:00.0\n", + "266 266 107878.5 107878.5 3.33e-06 3.33e-06 0:00.0\n", "Halting: No significant change for 200 iterations.\n", "Score at true solution: \n", - "102313.5022755781\n", + "108109.11748596096\n", "Found solution: True parameters:\n", - " 1.50022165333333311e-02 1.49999999999999994e-02\n", - " 4.99721805000000074e+02 5.00000000000000000e+02\n" + " 1.50100806399999977e-02 1.49999999999999994e-02\n", + " 5.00539307011165306e+02 5.00000000000000000e+02\n" ] } ], diff --git a/pints/_optimisers/_irpropmin.py b/pints/_optimisers/_irpropmin.py index 5f72921b0..1ad3b91f7 100644 --- a/pints/_optimisers/_irpropmin.py +++ b/pints/_optimisers/_irpropmin.py @@ -14,6 +14,9 @@ class IRPropMin(pints.Optimiser): """ iRprop- algorithm, as described in Figure 3 of [1]_. + The name "iRprop-" was introduced by [1]_, and is a variation on the + "Resilient backpropagation (Rprop)" optimiser introduced in [2]_. + This is a local optimiser that requires gradient information, although it uses only the direction (sign) of the gradient in each dimension and ignores the magnitude. Instead, it maintains a separate step size for each @@ -25,27 +28,41 @@ class IRPropMin(pints.Optimiser): objective function (so both are scalars):: if df_j[i] * df_j[i - 1] > 0: - step_size_j[i] = 1.2 * step_size_j[i-1] + step_size_j[i] = 1.2 * step_size_j[i - 1] elif df_j[i] * df_j[i - 1] < 0: - step_size_j[i] = 0.5 * step_size_j[i-1] - df_j[i - 1] = 0 + step_size_j[i] = 0.5 * step_size_j[i - 1] + df_j[i] = 0 + step_size_j[i] = min(max(step_size_j[i], min_step_size), max_step_size) p_j[i] = p_j[i] - sign(df_j[i]) * step_size_j[i] - The line ``df_j[i - 1] = 0`` has two effects: + The line ``df_j[i] = 0`` has two effects: 1. It sets the update at this iteration to zero (using ``sign(df_j[i]) * step_size_j[i] = 0 * step_size_j[i]``). 2. It ensures that the next iteration is performed (since - ``df_j[i + 1] * df_j[i] = 0`` so neither if statement holds). + ``df_j[i] * df_j[i - 1] == 0`` so neither if-statement holds). - In this implementation, the ``step_size`` is initialised as ``sigma_0``, - the increase (0.5) & decrease factors (1.2) are fixed, and a minimum step - size of ``1e-3 * min(sigma0)`` is enforced. + In this implementation, the initial ``step_size`` is set to ``sigma0``, the + default minimum step size is set as ``1e-3 * min(sigma0)``, and no default + maximum step size is set. Minimum and maximum step sizes can be changed + with :meth:`set_min_step_size` and :meth:`set_max_step_size` or through the + hyper-parameter interface. - This is an unbounded method: Any ``boundaries`` will be ignored. + If boundaries are provided, an extra step is added at the end of the + algorithm:: - The name "iRprop-" was introduced by [1]_, and is a variation on the - "Resilient backpropagation (Rprop)" optimiser introduced in [2]_. + while not boundaries.check(p[i]): + step_size[i] *= 0.5 + p[i] = p[i] - sign(df[i]) * step_size[i] + + For :class:`RectangularBoundaries` this check is carried out seperately for + each dimension, so that step size is only reduced in the directions that + violate the boundaries. For the general case, step sizes in all directions + are reduced until the boundary constraints are met. (Note that these + boundary checks are not part of the standard algorithm.) + + The numbers 0.5 and 1.2 shown in the (main and boundary) pseudo-code are + technically hyper-parameters, but are fixed in this implementation. References ---------- @@ -71,6 +88,7 @@ def __init__(self, x0, sigma0=0.1, boundaries=None): # Minimum and maximum step sizes self._step_min = 1e-3 * np.min(self._sigma0) + self._step_max = None # Current point, score, and gradient self._current = self._x0 @@ -89,6 +107,12 @@ def __init__(self, x0, sigma0=0.1, boundaries=None): # Current step sizes self._step_size = np.array(self._sigma0) + # Rectangular boundaries + self._lower = self._upper = None + if isinstance(self._boundaries, pints.RectangularBoundaries): + self._lower = self._boundaries.lower() + self._upper = self._boundaries.upper() + def ask(self): """ See :meth:`Optimiser.ask()`. """ @@ -117,6 +141,14 @@ def _log_write(self, logger): logger.log(np.min(self._step_size)) logger.log(np.max(self._step_size)) + def max_step_size(self): + """ Returns the maximum step size (or ``None`` if not set). """ + return self._step_max + + def min_step_size(self): + """ Returns the minimum step size (or ``None`` if not set). """ + return self._step_min + def name(self): """ See :meth:`Optimiser.name()`. """ return 'iRprop-' @@ -127,12 +159,35 @@ def needs_sensitivities(self): def n_hyper_parameters(self): """ See :meth:`pints.TunableMethod.n_hyper_parameters()`. """ - return 0 + return 2 def running(self): """ See :meth:`Optimiser.running()`. """ return self._running + def set_hyper_parameters(self, x): + """ + See :meth:`pints.TunableMethod.set_hyper_parameters()`. + + The hyper-parameter vector is ``[min_step_size, max_step_size]``. + """ + self.set_min_step_size(x[0]) + self.set_max_step_size(x[1]) + + def set_max_step_size(self, step_size): + """ + Sets the maximum step size (use ``None`` to let step sizes grow + indefinitely). + """ + self._step_max = None if step_size is None else float(step_size) + + def set_min_step_size(self, step_size): + """ + Sets the minimum step size (use ``None`` to let step sizes shrink + indefinitely). + """ + self._step_min = None if step_size is None else float(step_size) + def tell(self, reply): """ See :meth:`Optimiser.tell()`. """ @@ -153,9 +208,6 @@ def tell(self, reply): # Get product of new and previous gradient dprod = dfx * self._current_df - # Note: Could implement boundaries here by setting all dprod to < 0 if - # the point is out of bounds? - # Adapt step sizes self._step_size[dprod > 0] *= self._eta_max self._step_size[dprod < 0] *= self._eta_min @@ -163,7 +215,8 @@ def tell(self, reply): # Bound step sizes if self._step_min is not None: self._step_size = np.maximum(self._step_size, self._step_min) - # Note: Could implement step_max here if desired + if self._step_max is not None: + self._step_size = np.minimum(self._step_size, self._step_max) # Remove "weight backtracking" # This step ensures that, for each i where dprod < 0: @@ -179,6 +232,24 @@ def tell(self, reply): # Take step in direction indicated by current gradient self._proposed = self._current - self._step_size * np.sign(dfx) + + # Allow boundaries to reduce step size + if self._lower is not None: + out = np.logical_or( + self._proposed < self._lower, self._proposed >= self._upper) + while np.any(out): + self._step_size[out] *= self._eta_min + self._proposed = self._current - self._step_size * np.sign(dfx) + out = np.logical_or( + self._proposed < self._lower, + self._proposed >= self._upper) + + elif self._boundaries is not None: + while not self._boundaries.check(self._proposed): + self._step_size *= self._eta_min + self._proposed = self._current - self._step_size * np.sign(dfx) + + # Store proposed as read-only, so that it can be passed to user self._proposed.setflags(write=False) # Update x_best and f_best diff --git a/pints/tests/test_opt_irpropmin.py b/pints/tests/test_opt_irpropmin.py index da71d2f96..bc2987ea9 100755 --- a/pints/tests/test_opt_irpropmin.py +++ b/pints/tests/test_opt_irpropmin.py @@ -23,9 +23,6 @@ class TestIRPropMin(unittest.TestCase): """ Tests the API of the iRprop- optimiser. """ - def setUp(self): - """ Called before every test """ - np.random.seed(1) def problem(self): """ Returns a test problem, starting point, and sigma. """ @@ -72,10 +69,90 @@ def test_ask_tell(self): # Now we should be running self.assertTrue(opt.running()) + def test_boundaries(self): + # Tests boundary support + + # First, set up a test case in which boundaries are breached + error = pints.toy.ParabolicError() + x0 = [1.8, -0.8] + b1 = pints.RectangularBoundaries([-0.1, -0.9], [1.9, 0.9]) + + # Test the test: Check that 5 steps is enough to get a boundary breach + checks = [] + opt = pints.IRPropMin(x0, 1.2) + for i in range(5): + xs = opt.ask() + fs = [error.evaluateS1(x) for x in xs] + opt.tell(fs) + checks.append(b1.check(xs[0])) + self.assertEqual(checks, [True, True, False, False, False]) + + # Test with rectangular boundaries + checks = [] + opt = pints.IRPropMin(x0, 1.2, boundaries=b1) + for i in range(5): + xs = opt.ask() + fs = [error.evaluateS1(x) for x in xs] + opt.tell(fs) + checks.append(b1.check(xs[0])) + self.assertEqual(checks, [True, True, True, True, True]) + + # Test with custom boundaries + class CustomBoundaries(pints.Boundaries): + lo = np.array([-0.1, -0.9]) + up = np.array([1.9, 0.9]) + + def n_parameters(self): + return 2 + + def check(self, x): + return not np.any((x < self.lo) | (x >= self.up)) + + b2 = CustomBoundaries() + checks1 = [] + checks2 = [] + opt = pints.IRPropMin(x0, 1.2, boundaries=b2) + for i in range(5): + xs = opt.ask() + fs = [error.evaluateS1(x) for x in xs] + opt.tell(fs) + checks1.append(b1.check(xs[0])) + checks2.append(b2.check(xs[0])) + self.assertEqual(checks1, [True, True, True, True, True]) + self.assertEqual(checks2, [True, True, True, True, True]) + + def test_step_sizes(self): + # Tests step sizes can be set and obtained + opt = method([0], sigma0=123) + self.assertEqual(opt.min_step_size(), 123 * 1e-3) + self.assertIsNone(opt.max_step_size()) + + opt.set_min_step_size(12) + self.assertEqual(opt.min_step_size(), 12) + self.assertIsNone(opt.max_step_size()) + + opt.set_max_step_size(13) + self.assertEqual(opt.min_step_size(), 12) + self.assertEqual(opt.max_step_size(), 13) + + opt.set_min_step_size(None) + self.assertIsNone(opt.min_step_size()) + self.assertEqual(opt.max_step_size(), 13) + + opt.set_max_step_size(None) + self.assertIsNone(opt.min_step_size()) + self.assertIsNone(opt.max_step_size()) + def test_hyper_parameter_interface(self): # Tests the hyper parameter interface for this optimiser. opt = method([0]) - self.assertEqual(opt.n_hyper_parameters(), 0) + self.assertEqual(opt.n_hyper_parameters(), 2) + opt.set_hyper_parameters([123, 456]) + self.assertEqual(opt.min_step_size(), 123) + self.assertEqual(opt.max_step_size(), 456) + opt.set_hyper_parameters([234, None]) + self.assertEqual(opt.min_step_size(), 234) + self.assertEqual(opt.max_step_size(), None) def test_logging(self): From eed241b41ee11daa4dbdc3709ae252ab23952311 Mon Sep 17 00:00:00 2001 From: Michael Clerx Date: Thu, 25 Aug 2022 13:21:49 +0100 Subject: [PATCH 2/5] Updated changelog --- CHANGELOG.md | 2 +- pints/_optimisers/_irpropmin.py | 7 +++++-- 2 files changed, 6 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 7b1b62081..7c3dbecb9 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,7 +7,7 @@ All notable changes to this project will be documented in this file. ### Added - [#1462](https://github.com/pints-team/pints/pull/1461) The `OptimisationController` now has a stopping criterion `max_evaluations`. - [#1460](https://github.com/pints-team/pints/pull/1460) Added the `Adam` local optimiser. -- [#1459](https://github.com/pints-team/pints/pull/1459) Added the `iRprop-` local optimiser. +- [#1459](https://github.com/pints-team/pints/pull/1459) [#1465](https://github.com/pints-team/pints/pull/1465) Added the `iRprop-` local optimiser. - [#1456](https://github.com/pints-team/pints/pull/1456) Added an optional `translation` to `ScalingTransform` and added a `UnitCubeTransformation` class. - [#1432](https://github.com/pints-team/pints/pull/1432) Added 2 new stochastic models: production and degradation model, Schlogl's system of chemical reactions. Moved the stochastic logistic model into `pints.stochastic` to take advantage of the `MarkovJumpModel`. - [#1420](https://github.com/pints-team/pints/pull/1420) The `Optimiser` class now distinguishes between a best-visited point (`x_best`, with score `f_best`) and a best-guessed point (`x_guessed`, with approximate score `f_guessed`). For most optimisers, the two values are equivalent. The `OptimisationController` still tracks `x_best` and `f_best` by default, but this can be modified using the methods `set_f_guessed_tracking` and `f_guessed_tracking`. diff --git a/pints/_optimisers/_irpropmin.py b/pints/_optimisers/_irpropmin.py index 1ad3b91f7..48f898ea3 100644 --- a/pints/_optimisers/_irpropmin.py +++ b/pints/_optimisers/_irpropmin.py @@ -58,8 +58,11 @@ class IRPropMin(pints.Optimiser): For :class:`RectangularBoundaries` this check is carried out seperately for each dimension, so that step size is only reduced in the directions that violate the boundaries. For the general case, step sizes in all directions - are reduced until the boundary constraints are met. (Note that these - boundary checks are not part of the standard algorithm.) + are reduced until the boundary constraints are met. Note that these + boundary checks are not part of the standard algorithm, and can cause step + sizes to (temporarily) go below the minimum step size. In pathological + cases where the gradient points towards the boundaries it may cause the + method to get stuck. The numbers 0.5 and 1.2 shown in the (main and boundary) pseudo-code are technically hyper-parameters, but are fixed in this implementation. From 42aba193373cabe403addd02f792aee261a1781b Mon Sep 17 00:00:00 2001 From: Michael Clerx Date: Thu, 25 Aug 2022 16:44:54 +0100 Subject: [PATCH 3/5] Added test for irpropmin min and max step sizes --- pints/tests/test_opt_irpropmin.py | 32 +++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) diff --git a/pints/tests/test_opt_irpropmin.py b/pints/tests/test_opt_irpropmin.py index bc2987ea9..1acb86b12 100755 --- a/pints/tests/test_opt_irpropmin.py +++ b/pints/tests/test_opt_irpropmin.py @@ -179,6 +179,38 @@ def test_logging(self): lines[5][:-3], '1 2 0.0008 0.0008 0.06 0.06 0:0') + # Test with min and max steps + r, x, s = self.problem() + opt = pints.OptimisationController(r, x, s, method=method) + opt.set_log_to_screen(True) + opt.set_max_unchanged_iterations(None) + opt.set_max_iterations(4) + opt.set_log_interval(1) + opt.optimiser().set_min_step_size(0.03) + opt.optimiser().set_max_step_size(0.11) + with StreamCapture() as c: + opt.run() + lines = c.text().splitlines() + self.assertEqual(lines[0], 'Minimising error measure') + self.assertEqual( + lines[1], 'Using ' + opt.optimiser().name()) + self.assertEqual(lines[2], 'Running in sequential mode.') + self.assertEqual( + lines[3], + 'Iter. Eval. Best Current Min. step Max. step Time m:s') + self.assertEqual( + lines[4][:-3], + '0 1 0.02 0.02 0.11 0.11 0:0') + self.assertEqual( + lines[5][:-3], + '1 2 0.0002 0.0002 0.055 0.055 0:0') + self.assertEqual( + lines[6][:-3], + '2 3 0.0002 0.0002 0.055 0.055 0:0') + self.assertEqual( + lines[7][:-3], + '3 4 0.0002 0.00405 0.03 0.03 0:0') + def test_name(self): # Test the name() method. opt = method(np.array([0])) From e998d04dc3c198a22961f754798b55b39a806920 Mon Sep 17 00:00:00 2001 From: Michael Clerx Date: Thu, 25 Aug 2022 23:03:17 +0100 Subject: [PATCH 4/5] Improved step size reduction in IRPropMin when using non-rectangular boundaries. --- pints/_optimisers/_irpropmin.py | 77 +++++++++++++++++++++---------- pints/tests/test_opt_irpropmin.py | 69 ++++++++++++++------------- 2 files changed, 90 insertions(+), 56 deletions(-) diff --git a/pints/_optimisers/_irpropmin.py b/pints/_optimisers/_irpropmin.py index 48f898ea3..1cdda2306 100644 --- a/pints/_optimisers/_irpropmin.py +++ b/pints/_optimisers/_irpropmin.py @@ -49,20 +49,19 @@ class IRPropMin(pints.Optimiser): hyper-parameter interface. If boundaries are provided, an extra step is added at the end of the - algorithm:: + algorithm that reduces the step size where boundary constraints are not + met. For :class:`RectangularBoundaries` this works on a per-dimension + basis:: - while not boundaries.check(p[i]): - step_size[i] *= 0.5 - p[i] = p[i] - sign(df[i]) * step_size[i] + while p_j[i] < lower or p_j[i] >= upper: + step_size_j[i] *= 0.5 + p_j[i] = p_j[i] - sign(df_j[i]) * step_size_j[i] - For :class:`RectangularBoundaries` this check is carried out seperately for - each dimension, so that step size is only reduced in the directions that - violate the boundaries. For the general case, step sizes in all directions - are reduced until the boundary constraints are met. Note that these - boundary checks are not part of the standard algorithm, and can cause step - sizes to (temporarily) go below the minimum step size. In pathological - cases where the gradient points towards the boundaries it may cause the - method to get stuck. + For general boundaries a more complex heuristic is used: First, the step + size in all dimensions is reduced until the boundary constraints are met. + Next, this reduction is undone for each dimension in turn: if the + constraint is still met without the reduction the step size in this + dimension is left unchanged. The numbers 0.5 and 1.2 shown in the (main and boundary) pseudo-code are technically hyper-parameters, but are fixed in this implementation. @@ -116,6 +115,9 @@ def __init__(self, x0, sigma0=0.1, boundaries=None): self._lower = self._boundaries.lower() self._upper = self._boundaries.upper() + # Reduced step sizes due to boundary violations + self._breaches = [] + def ask(self): """ See :meth:`Optimiser.ask()`. """ @@ -138,11 +140,13 @@ def _log_init(self, logger): """ See :meth:`Loggable._log_init()`. """ logger.add_float('Min. step') logger.add_float('Max. step') + logger.add_string('Bound corr.', 11) def _log_write(self, logger): """ See :meth:`Loggable._log_write()`. """ logger.log(np.min(self._step_size)) logger.log(np.max(self._step_size)) + logger.log(','.join([str(x) for x in self._breaches])) def max_step_size(self): """ Returns the maximum step size (or ``None`` if not set). """ @@ -234,25 +238,50 @@ def tell(self, reply): self._current_df = dfx # Take step in direction indicated by current gradient - self._proposed = self._current - self._step_size * np.sign(dfx) + p = self._current - self._step_size * np.sign(dfx) # Allow boundaries to reduce step size if self._lower is not None: - out = np.logical_or( - self._proposed < self._lower, self._proposed >= self._upper) + # Rectangular boundaries: reduce individual step sizes until OK + out = np.logical_or(p < self._lower, p >= self._upper) + self._breaches = np.flatnonzero(out) + sign = np.sign(dfx) while np.any(out): self._step_size[out] *= self._eta_min - self._proposed = self._current - self._step_size * np.sign(dfx) - out = np.logical_or( - self._proposed < self._lower, - self._proposed >= self._upper) - - elif self._boundaries is not None: - while not self._boundaries.check(self._proposed): - self._step_size *= self._eta_min - self._proposed = self._current - self._step_size * np.sign(dfx) + p = self._current - self._step_size * sign + out = np.logical_or(p < self._lower, p >= self._upper) + + elif self._boundaries is not None and not self._boundaries.check(p): + # General boundaries: reduce all step sizes until OK + s = np.copy(self._step_size) + sign = np.sign(dfx) + while not self._boundaries.check(p): + s *= self._eta_min + p = self._current - s * sign + + # Attempt restoring one-by-one + self._breaches = [] + for i, s_big in enumerate(self._step_size): + small = s[i] + s[i] = s_big + if not self._boundaries.check(self._current - s * sign): + s[i] = small + self._breaches.append(i) + self._step_size = s + p = self._current - s * sign + + # An alternative method would be to reduce each dimension's step + # size one at a time, and check if that restores the boundaries. + # However, if that doesn't work we then need to test all tuples of + # dimenions, then triples, etc. The method above looks clumsy, but + # avoids these combinatorics. + + elif self._breaches: + # No boundary breaces: empty list (if needed) + self._breaches = [] # Store proposed as read-only, so that it can be passed to user + self._proposed = p self._proposed.setflags(write=False) # Update x_best and f_best diff --git a/pints/tests/test_opt_irpropmin.py b/pints/tests/test_opt_irpropmin.py index 1acb86b12..720082fad 100755 --- a/pints/tests/test_opt_irpropmin.py +++ b/pints/tests/test_opt_irpropmin.py @@ -19,6 +19,27 @@ method = pints.IRPropMin +log_1 = ''' +Minimising error measure +Using iRprop- +Running in sequential mode. +Iter. Eval. Best Current Min. step Max. step Bound corr. Time m:s +0 1 0.02 0.02 0.12 0.12 0:00.0 +1 2 0.0008 0.0008 0.06 0.06 0:00.0 +'''.strip() + +log_2 = ''' +Minimising error measure +Using iRprop- +Running in sequential mode. +Iter. Eval. Best Current Min. step Max. step Bound corr. Time m:s +0 1 0.02 0.02 0.11 0.11 0:00.0 +1 2 0.0002 0.0002 0.055 0.055 0:00.0 +2 3 0.0002 0.0002 0.055 0.055 0:00.0 +3 4 0.0002 0.00405 0.03 0.03 0:00.0 +'''.strip() + + class TestIRPropMin(unittest.TestCase): """ Tests the API of the iRprop- optimiser. @@ -165,19 +186,13 @@ def test_logging(self): with StreamCapture() as c: opt.run() lines = c.text().splitlines() - self.assertEqual(lines[0], 'Minimising error measure') - self.assertEqual( - lines[1], 'Using ' + opt.optimiser().name()) - self.assertEqual(lines[2], 'Running in sequential mode.') - self.assertEqual( - lines[3], - 'Iter. Eval. Best Current Min. step Max. step Time m:s') - self.assertEqual( - lines[4][:-3], - '0 1 0.02 0.02 0.12 0.12 0:0') - self.assertEqual( - lines[5][:-3], - '1 2 0.0008 0.0008 0.06 0.06 0:0') + exp = log_1.splitlines() + self.assertEqual(lines[0], exp[0]) + self.assertEqual(lines[1], exp[1]) + self.assertEqual(lines[2], exp[2]) + self.assertEqual(lines[3], exp[3]) + self.assertEqual(lines[4][:-3], exp[4][:-3]) + self.assertEqual(lines[5][:-3], lines[5][:-3]) # Test with min and max steps r, x, s = self.problem() @@ -191,25 +206,15 @@ def test_logging(self): with StreamCapture() as c: opt.run() lines = c.text().splitlines() - self.assertEqual(lines[0], 'Minimising error measure') - self.assertEqual( - lines[1], 'Using ' + opt.optimiser().name()) - self.assertEqual(lines[2], 'Running in sequential mode.') - self.assertEqual( - lines[3], - 'Iter. Eval. Best Current Min. step Max. step Time m:s') - self.assertEqual( - lines[4][:-3], - '0 1 0.02 0.02 0.11 0.11 0:0') - self.assertEqual( - lines[5][:-3], - '1 2 0.0002 0.0002 0.055 0.055 0:0') - self.assertEqual( - lines[6][:-3], - '2 3 0.0002 0.0002 0.055 0.055 0:0') - self.assertEqual( - lines[7][:-3], - '3 4 0.0002 0.00405 0.03 0.03 0:0') + exp = log_2.splitlines() + self.assertEqual(lines[0], exp[0]) + self.assertEqual(lines[1], exp[1]) + self.assertEqual(lines[2], exp[2]) + self.assertEqual(lines[3], exp[3]) + self.assertEqual(lines[4][:-3], exp[4][:-3]) + self.assertEqual(lines[5][:-3], lines[5][:-3]) + self.assertEqual(lines[6][:-3], exp[6][:-3]) + self.assertEqual(lines[7][:-3], lines[7][:-3]) def test_name(self): # Test the name() method. From d4ba3524c4311f6f20955303ef5d8e7b532d6ba1 Mon Sep 17 00:00:00 2001 From: Michael Clerx Date: Mon, 29 Aug 2022 17:16:10 +0100 Subject: [PATCH 5/5] iRprop- now checks that max_step_size > min_step_size. --- pints/_optimisers/_irpropmin.py | 13 +++++++++++-- pints/tests/test_opt_irpropmin.py | 9 +++++++++ 2 files changed, 20 insertions(+), 2 deletions(-) diff --git a/pints/_optimisers/_irpropmin.py b/pints/_optimisers/_irpropmin.py index 1cdda2306..0ece749a9 100644 --- a/pints/_optimisers/_irpropmin.py +++ b/pints/_optimisers/_irpropmin.py @@ -121,9 +121,18 @@ def __init__(self, x0, sigma0=0.1, boundaries=None): def ask(self): """ See :meth:`Optimiser.ask()`. """ - # Running, and ready for tell now + # First call + if not self._running: + if (self._step_min is not None and self._step_max is not None + and self._step_min >= self._step_max): + raise Exception( + 'Max step size must be larger than min step size (current' + ' settings: min_step_size = ' + str(self._step_min) + ', ' + ' max_step_size = ' + str(self._step_max) + ').') + self._running = True + + # Ready for tell now self._ready_for_tell = True - self._running = True # Return proposed points (just the one) return [self._proposed] diff --git a/pints/tests/test_opt_irpropmin.py b/pints/tests/test_opt_irpropmin.py index 720082fad..49e01dc4b 100755 --- a/pints/tests/test_opt_irpropmin.py +++ b/pints/tests/test_opt_irpropmin.py @@ -164,6 +164,15 @@ def test_step_sizes(self): self.assertIsNone(opt.min_step_size()) self.assertIsNone(opt.max_step_size()) + # Delayed error + opt.set_min_step_size(10) + opt.set_max_step_size(5) + opt.set_min_step_size(1) + opt.set_max_step_size(0) + opt.set_min_step_size(8) + self.assertRaisesRegex( + Exception, 'Max step size must be larger than min', opt.ask) + def test_hyper_parameter_interface(self): # Tests the hyper parameter interface for this optimiser. opt = method([0])