From b239f096ea76e6784085d43aaaa6c0e5d056aee1 Mon Sep 17 00:00:00 2001 From: Dusan Gostimirovic Date: Wed, 22 Jan 2025 10:49:07 -0500 Subject: [PATCH] Plotting tweak --- docs/examples/7_sidewall_simulation.ipynb | 19 +++++++++++-------- 1 file changed, 11 insertions(+), 8 deletions(-) diff --git a/docs/examples/7_sidewall_simulation.ipynb b/docs/examples/7_sidewall_simulation.ipynb index 9abd01f..b47d901 100644 --- a/docs/examples/7_sidewall_simulation.ipynb +++ b/docs/examples/7_sidewall_simulation.ipynb @@ -448,15 +448,15 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 16, "id": "3a0fb080", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -464,7 +464,7 @@ } ], "source": [ - "fig, axs = plt.subplots(1, 3, figsize=(20, 5))\n", + "fig, axs = plt.subplots(3, 1, figsize=(8, 15))\n", "\n", "sim.plot_eps(y=0, ax=axs[0])\n", "axs[0].axvline(x=-wg_width / 2, color=\"k\", linestyle=\"--\")\n", @@ -480,6 +480,8 @@ "axs[2].axvline(x=-wg_width / 2, color=\"g\", linestyle=\"--\")\n", "axs[2].axvline(x=wg_width / 2, color=\"g\", linestyle=\"--\")\n", "axs[2].set_title(\"Corrected Cross-Section\")\n", + "\n", + "plt.tight_layout()\n", "plt.show()" ] }, @@ -525,15 +527,15 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 17, "id": "64920b9a", "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABJUAAAHWCAYAAADOwLi7AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQAA+E9JREFUeJzs3Qd4FNXXBvA3hQCh9xp67733DoooFhQL9l6x8qmAiqKCXex/RbE3sCX0KlU60nsNvYYWCPM97x1nSwps6u4m7+95RsnO7s7sbpI5Offcc0Msy7IgIiIiIiIiIiKSCqGpubOIiIiIiIiIiAgpqSQiIiIiIiIiIqmmpJKIiIiIiIiIiKSakkoiIiIiIiIiIpJqSiqJiIiIiIiIiEiqKakkIiIiIiIiIiKppqSSiIiIiIiIiIikmpJKIiIiIiIiIiKSakoqiYiIiIiIiIhIqimpJJIKw4cPR0hISKYeY+bMmeYY/H9Ox/eB77lj7Nix5rZt27YhUM8xI4waNQpVqlRBWFgYGjVqZG47f/48nnrqKURFRSE0NBRXXnklsgrfb75Ovv/ZQaVKlXDrrbf6+zRERLI9xU1yMZ06dTJbRpo4caKJnfLkyWO+L44ePWpuHzduHGrVqoVcuXKhcOHCyErZKe7g6+DrEfGkpJIEHCdxwIvB7t27k+znxadevXp+ObecGAg6W2RkJOrUqYPnnnsOx48fRzD59ttv8fbbb/vt+E5SJqXt1Vdfdd138uTJJnnUtm1bfPHFF3jllVfM7Z9//rlJNl1zzTX48ssv8dhjj2W79yml92306NH+PhURkYCluCmwLF++HDfddJMZBMqdOzeKFi2Kbt26mWt6QkICgs28efNMTOgkZ/yBSYyUYqhevXq57nfo0CFcd911yJs3L8aMGWMSSfny5cO6detMMqRq1ar49NNP8cknn2TL9ym59+3yyy/392lIDhDu7xMQScnZs2fNH9vvvfceAgUTKs888wxykg8//BD58+dHXFycSXi8/PLLmD59OubOnZvpo4+J3Xzzzbj++utNkJbaZMm///6LRx99FP50ww03oE+fPklub9y4sevffG9ZifS///0PERERXreXK1cOb731VqadX0rvU8WKFXH69GkzuiciIoFJcZP/ffbZZ7j33ntRqlQpE7NUr14dJ06cwLRp03DHHXcgNjYW//d//4dgwmTJCy+8YJIyWV3h44nVR48//niS28uWLev69z///GPe75deeskk8hysYrtw4QLeeecdVKtWLcvfp/Xr15vYTiS7UlJJAhYvHhxNGDJkiNcFw5/Cw8PNlpOwMqZ48eLm3wyUrr76avz6669YsGABWrdunexjTp06ZSqbMhqng3ELVk2aNDGjlxezf/9+M8LmmVBybvdXMOeMgIuISOBS3ORfjIsYJzE2io6ORoECBVz7OFizePFiM3CTXkyOxMfHJ3tdPnnypKnMyY44sOZLDEWJ46WUbs8qqR0MFQk2SplKwOJIDsuEPacGpYT9ZjgqwbJW/uJmuScfz1G75MpAOWLRrFkz88d7/fr1XfPwmSzh17xQN23aFMuWLbtkbwB+/eCDD2LChAmmvJzHr1u3rpnT7Wn79u24//77UbNmTXPcYsWK4dprr01Tf6Cff/7ZHHfWrFlJ9n388cdmnxO47N27F7fddhvKly9vzq1MmTLo169fmvsSdenSxfx/69atXmX1S5YsQYcOHUwyyRmF4/s/bNgwMyrEY7MUnFO7En8u/JrTuUqUKGGCsCuuuAK7du1KcuyUeirFxMSgY8eO5rEFCxZE8+bNTdWNc35//fWXef+dUmnPueAZfY7pwXNjeTyDQudcndc8Y8YMrF692nW78z3L4JJT1vg9x+9bjo7ec889OHLkSJLnT+v7lLinEqej8WveNzH+McOEmOfxFy5caMrTCxUqZL4/eA6sdEsL5/3g4wcPHmw+DwbQV111FQ4cOOB1X8uyMGLECPO9z+N27tzZvIfJYbk6g35nugK/H1577TXz/jrPxcfzeE5wSgzs+TuDv3v4uYmI+IviJv/GTaxS4fN88803XgklB98/z746vGaw8sa57vB18vrK601y7xefl+8T78v3yrke8jXxfSpZsqQ5Z89rfvv27c01kudz2WWXJXsN5NQwThnj9Y3vM8/j2WefdX1+Tz75pPl35cqVXfGB53vx9ddfm8+ej+VUP1aU79y5M8lxOOWM32+8X4sWLTBnzhxkJMYxgwYNMv9mfMPzdPr/MM4jvsbEvTCz4n3y7KnE5CL3sZVBYpMmTTL7/vzzT9dtnNJ6++23m/jO+VlhS4T0thVwPg8+J98vVnkl5vyM8ueb/x8/fnyyz+tLLMrPgNVarNrzdPfdd5u4ccWKFWl6TRIgLJEA88UXX/Bqav3zzz/W7bffbuXJk8favXu3a3/Hjh2tunXrej1m0KBB5jHXXHONNWbMGOuWW24xX1955ZVe96tYsaJVs2ZNq0yZMtbw4cOtt956yypXrpyVP39+6+uvv7YqVKhgvfrqq2YrVKiQVa1aNSshIcH1+GHDhpnn9cSvGzZsaJ7zpZdest5++22rSpUqVmRkpHXw4EHX/X766Sdzv6FDh1qffPKJ9X//939WkSJFzDmdPHnSdb8ZM2aY5+T/U3Lq1Clzzvfff3+SfZ07d/Z6f9q0aWNey3PPPWd99tln1iuvvGLuM2vWrIt+Ds5rPXDggNftjz32mLl94sSJrs+jdOnSVokSJayHHnrI+vjjj60JEyaY961Hjx7mfXj00UfN7Q8++KAVHh5u9evXz+s5b7rpJvOcAwcOtN5//32rf//+VoMGDcxtPI/E3xtbt271ui0kJMSqV6+e9fLLL5vP/84777Ruvvlms3/y5MlWo0aNrOLFi1vjxo0z2/jx482+zDjH5PB8eb8XXnjBvJ+Jt3Pnzpn78dzat29v5c6d23Wu//77r/l/rVq1rPLly7tu37t3r3kMXyvP96677rI++ugj6+mnn7by5ctnNW/e3IqPj8+Q98k5fz4Hbd++3TzX66+/nuS18nv/sssuc309bdo0KyIiwmrdurX1xhtvmJ85vm+8beHChT69b6NGjUryPdC4cWOrS5cu1nvvvWc9/vjjVlhYmHXdddd5PZ7f87xvnz59zGfG3ydly5Y1r5G/Mxz8+eM5FStWzPxc8n3k7xC+xkceecR1vy1btpifu6uuusp12zPPPGPud6mfJxGRzKK4yf9xE88nV65c5rrkiwsXLpj78vrBazGvUX379jWvg/FI4verdu3aJs5iHMHPa9myZa7PvU6dOuYz5vWQnwN99dVX5rl79eplbn/ttdesSpUqWYULF/aKoVasWGEVLFjQXP+GDBli4qCnnnrKql+/vmv/DTfcYI7Dz96JD+Li4sz+ESNGmOMMGDDA+uCDD8z58RrLYx05csR1HL6PfA6+t++++655jTwXfu4890vhZ854LbkYip+tE8fcfffd5jgvvviiOc958+aZWIbXbd7+4Ycfmtv5urLyfeL5e8YdfN2MTRK77bbbzPe4E78x1mPsFxUVZV4Tz/+KK65wHceX980zJnPiKsZQ/Fnl62Usx8+Mx/GMGydNmmSFhoaauPHNN9+0nn32WfNzwZ8VPq8nX2JR/p/H5WOPHz9ubuPfEjwf/h6Q4KakkgR0cLR582bzS+rhhx9OMThavny5uT9/oXl64oknzO3Tp0933cZfZLyNFxnPX5q8LW/evOaPZQcvGImDlJSCI/6BvGnTJtdtvLjwdl6gHM5Fz9P8+fPN/XhRS01wRLx4lSxZ0jp//rzrttjYWHMB4IWHeEFP/Ee5r5zXun79enPR5oWI7wkTHqVKlXIFdPw8eD9eRDzxYspzmTNnjtftvB/vP3fuXK/PL3Ggx+TNpZJKR48etQoUKGC1bNnSOn36dJKAzcELauILYGadY3Kci3hKG78PHAw6eCFOLLk/CnjefPw333zjdbtzkXZuT+/7lDipREwSNW3a1Ot+ixYt8vp+5nNXr17d6tmzp9dx+LNQuXJlq3v37mlOKnXr1s3rOZnsZGKJr5X2799vfi75mjzvxz9K+HjP4I7BDN/zDRs2eB2fCSM+544dO5L8XuAfUwsWLDD7E/8BICKSlRQ3+T9ucs7fcyDiYjj4xvszKeOJST4mOTzfG96P57h69epkP/d27dp5vaYTJ06YpAj/wPfEBAWTAp63d+jQwcQHnp8jeV43+V4kHtCjbdu2mWsgB6o8rVq1ynwPOrczmcD3nQNXZ8+edd2PiUI+r69JpZRiqJEjRyb7s3CpgdKsep+c8/eMO5iYYhLy8OHDrtv43vB8mBh23HHHHSb56plspeuvv96cY3I/I74klZgc8zz2b7/9Zm7/448/XLfx8+KxnbjKSdzxfp6xoq+xqPO9wZ99/u7hzxoT1M2aNXMNrkrw0vQ3CWhcVp2NDlmiyeaGyeG8deJUGE9OMz9O6fHEFcw8ewG1bNnSNa2rQoUKSW7fsmXLJc+TzQBZQupo0KCBmV7k+ViWyjrOnTtnVqjgFBvO7166dClSa8CAAWYajucSuizvZgkq9znHZEkp75PcdChfsLyXpb4s52UpK8+Z76lnzySWzrJU3NNPP/2E2rVrm+VbDx486Nqc6XOczuX5+T388MNej/elqfaUKVNMQ0Y2AU3cW8CXJuJZcY6JS3x5zok3fk+mBc+fU8q6d+/udf4sQ2dzdef80/s+JYffY5zyuHnzZtdtP/zwg/le4DQBZwWcjRs3YuDAgeb73Tk/lvx37doVs2fPdk0vSy2+l57nztJ1TvtwpuRNnTrVTE176KGHvO6X3GfG95GPL1KkiNf7yJ9rPifP0/O4PXv2NM/L3038uXdW6BMR8TfFTf6Jm5xVcZOb9pbSZ8AekYnjCn4GzCNxSpYnThtPKVa46667vPpN8prPKd1cHMTzmsb78DNyYgNOGef1jVOrPD9HX2MDTn3ke8cpYZ7HKV26tGlQ7hyH0734vrPflGe/SE4HYwzjK557cjEUX2daZNX7lBx+v/F7mu+hg4vh8Hyc70V+H/zyyy/o27ev+bfnOTIOOXbsWJp+DpzjM+ZxMAYi5+ePvzsYw3E6oednxHgz8fehr7EocQodp4myoT1fA+/HaYA5pe9adqZPUAIeVw7hkqDsEcBVGxLjH5Gco5t4NQde1Bh4JO77kviC4Pyy5Jz25G73JahI/JzEX9aej+XqWSNHjjQ9czg/2nPOPC8MqeX0qOEf8vwDnfhvNuqsUaOG+Zp/4LMvDIMUzm9u1aqV6Y1wyy23mPfHF7ygMdDjyl+cq+8ZBHo2T0zcWJrJhLVr15qEVHKcvjTO55f4eZnMuhQnoZHWpZKz4hw9McjyXI0kvXj+/N5hH4WLnX9636fksK8F/yDh9xz7cPD7mYFF7969zfeLc37k9DhIDs/fM7DxVeKfOec5nJ855+ee77knftaJj8fzXLly5SW/DxxcmY/fC3wcV3vx/MNHRMTfFDdlfdzkXPc4gOMLvsdspp44CcWBLme/Jw7spSTxPufa6wyQpXSuTgIhPTEUP5PE11mHs2JsStdj7mcS1FdcNCajY6iseJ+S07BhQzOgye8/rgpI/Ddfo3M+TGYxycQEMTdf4pPMjqGc2NczmeVrLOpg76nvv/8eixYtMoNyaR1YlcCipJIEPF5wuNoDf6FebFlaX0cLUlo9LKXbEzdMTOtjWdnAwIiVEhzxY2DDc2ZDw7RUazDwufLKK03TvA8++AD79u0zzYsTV03weBzlYLM9NgB8/vnnTZDGJeo9l7JPCZtvO6u/pSS5P6r5mti8880330z2MYmDUX8IhnO81PnzIs7mnclJKUmSERgMc2Trxx9/NEklrnqzY8cOE4x7nh+NGjXKBO3J4ShWWqTn5zUxnidH2NigPTnOHxsOjmA7zWxXrVqV4iqIIiL+oLgp6+MmJuhYbcFrQma42OBF4n3Oe8PEYnKJsIyqCuFx+Hmwqiq5zzOt1/esklXv08WqhV5++WVTrcPk4u+//26qppzjOufHn+WUBudY4RcIMVRqYlEm6ZyEXmb9vEjWU1JJgmbUjatLeP7B6qhYsaL5hcZfUM4IDzFYYIaf+wMBS6x5UXjjjTdct505c8acY3ouSCwb5UoKrLjhxcApm/XEqgqOunHj+8Q/8HkefE8zC4/JlRw4GnixwNX5/FhN41n5s379ep+OQVyxJfGIq6eUjp8V55iZeP6c5tW2bduLBpzpfZ9Swu81rjjD94EjbJwSyUA88XE52peRo4u+cH7u+f3uORLKkb/Eo+g8z7i4OJ/OkSXh/EOnR48epjrviSeeMCXcgfJ7RkSEFDdlbdzE6x8rTJh44spnlxqU4nvM6zcrmzyrlbjCmLM/rZxrL//Qv9h1zbk2OqvepSWG4vvHSqnEgy8pXY89q4I4/YsrCbNqxx+y6n1KCb/vOBWMMwJYFccplEyYOpzVhjkN358xVGKJY19fY1Hi7x1Oe2RcyOQtE7rXXHMN+vfvn8GvQLKaeipJUOAvLGbquewrl3r11KdPH/N/LmXpyak+4dKggYCjAolHAN577z1zsUgrXmS4fCv/oOfGJVo9y6BPnTplArDE7yUvUomXDc5onGPPcvVPP/00yT6WtDvLr3O6FL377rte90n8eSaHf9jztXAEMfHr9HyvuUxscqXyWXGOmYnnz+8fLgud3HLRTuCd3vcpJVdffbX5vv7uu+/M1DdOEeBzODifnt9vXLqWSZvEmODJLPzZYGk9f8Y8X2Nynxnfx/nz55sR6cT4HvK99OxdwaCIU+BYBcARRZaup2V0T0Qksyhuyvq4iUum83zZ0yq5ax77EDrLyPMz4Ot4//33ve7z1ltvmeSEE3ekBQc6+Ec7/2Bn4ialay+TFqxG5/L0rDS+WGxAiZN5TATwM2JiJPHnxK/ZA4uaNWtmjvXRRx+ZXoeOsWPHpitBmF5Z9T6lhAldVss734tlypQxx3HwvWWcxaRTcgmtzIyheC5MpPL71TMuZB+qNWvWpCkWdX7HsG0A4yfev02bNrjvvvtMtZYEN1UqSdB49tlnTYkqM+R169Z13c4RDo5k8RcUf3GxmSHn6fIXIcucO3fujEDAP7h5/izf5vxh/hHLzH6xYsXS/Jz8o5kXdc5NZgKEf7x72rBhg6nC4S98HpN/ALPsm6ORnqMhmYFBFadGsTEjm/RxBIMXHY7C8Xb+Ac9AgxctlvuyFJ0XLl5gOIK4adOmSx6DwQADsDvvvBPNmzc3DaE5L5zVRwwMneCNyQ1esNkDiPdjSTYrarLiHD1xDnpyo5wMWNMyhYrf62yezmQRGyoyecTvCY4sMcnDXhocAUrv+5QSju7x54tBAkdbE4/2smcHmzEyOObPLJu5s/8WE3l8v3lef/zxBzIDg0BWEfG94c8eA/hly5aZMv3E0zk5v59l57wfR9D4PvDniWXZHCnftm2beQynYbCBLQNh9hdz/sDhH24ffvihqdoSEQkUipuyNm5ibDBmzBhzLWC/HMYY7EnD6yOnTfM6M2LECHNfXlv5PvMz4jWGnwkbNf/222+mgiO5/pW+4rWV1yQev0mTJua8eU1kQoTXMMY6TjKLg2Xt2rUz9+NCFEyw8Xx4P8YVxGsi8Vz5XHwPef48R76eIUOGmMfwe4fJN1Yf8T3j8/E6zPvzfoxXWKnEWIH34TU1NT2VGDskF0MxVuGxA/V98hxsS4zvxdChQ80iKhygYtzkiX3RGC+xcTgHtfg9efjwYRNP8meB/84sjJ+YYObrZpNyHosxD3+XeCZNfY1FWRnIqaSMs5zYkvEUY2z+zDDuliDm7+XnRBJLaTlQ4nKc3Jd4aXUuRfnCCy+YZcq5RGdUVJRZrvPMmTMXXVrTwed84IEHLrmceUpL4yZ+bHLLh3LpzNtuu80qXry4lT9/frPM+rp165Lcz9elcR1Tpkwx9+cStDt37vTaxyVIeW61atUyS6Zz+VEuK//jjz9e8nmTW341Ocktde/gMrKvvfaa2Z87d26rSJEiZhl6flbHjh1z3Y/L3HP5Yy5xyvPs27eveS08Ps8j8fdG4uVaf//9d6tNmzZmeeOCBQtaLVq0sL777jvX/ri4OGvgwIFmqdbES6Fm9Dkmx/leSmnz/Pz5bz5/at5nLsvLc+br55K39evXt5566ilrz549GfI+OefP9z+xTz/91OzjcfkeJWfZsmVW//79zXvH95jPe91111nTpk3z6X3z/BlM6fdDcj83CQkJ5nPkkrh8zZ06dbL+/fffJD9zztLC/J1RrVo1s9wtf075Xo0ePdp8j/Cz5s8PP/fErrrqKvOZbdmy5aKvR0QkMyhuCoy4ybFkyRJzLS1btqx5bxlXdO3a1fryyy/NdcnzuvPYY4+57le9enXz3nkuU3+x9+tinzvx/eB7xteQJ08eq2rVqtatt95qLV682Ot+vC7yOsZrP+9Xs2ZN6/nnn/e6z0svvWSWfw8NDU0Sh/3yyy9Wu3btzPvFje8dz3f9+vVez/HBBx+Y7zfGAVxGfvbs2Sa24XYp/MxTiqE8Y7qU3pOLxbRZ8T4lF3fQxo0bXa/j77//Tva179u3z7yf/Bnl90np0qXN9xNjP1/eN8+f3+R+Rh3JxbP8bGvXrm0+szp16li//vqreR2e77kvsej58+et5s2bW+XLl7eOHj3q9bh33nnHHPuHH3645OuRwBXC//g7sSUiIiIiIiIiIsFFPZVERERERERERCTVlFQSEREREREREZFUU1JJRERERERERERSTUklERERERERERFJNSWVREREREREREQk1ZRUEhERERERERGRVAtP/UOyvwsXLmDPnj0oUKAAQkJC/H06IiIikgLLsnDixAmULVsWoaEaK/MnxU8iIiI5L35SUikZDIiioqL8fRoiIiLio507d6J8+fL+Po0cTfGTiIhIzouflFRKBkfYnDe4YMGC/j4dERERScHx48dNIsO5dov/KH4SERHJefGTkkrJcEq2GRApKBIREQl8mm7lf4qfREREcl78pOYDIiIiIiIiIiKSakoqiYiIiIiIiIhIqimpJCIiIiIiIiIiqaaeSiIigoSEBJw7d87fpyGSrFy5ciEsLMzfpyEiIjkcl2E/f/68iZtEAllYWBjCw8OzpOekkkoiIjlcXFwcdu3aZQIlkUDEgIjL3ebPn9/fpyIiIjlUfHw8YmNjcerUKX+fiohPIiMjUaZMGURERCAzKakkIpKDcaSNCSVedEqUKKEVtCTgMNl54MAB831avXp1VSyJiEiWu3DhArZu3WquQWXLljV/pCtmkkCOneLj4038xO9bxk+hoZnX+UhJJRGRHIxT3njhYUIpb968/j4dkWTx+3Pbtm3m+1VJJRERyWr8A52JpaioKDMQJxLo8ubNa9oHbN++3Xz/5smTJ9OOpUbdIiKi0TYJaPr+FBGRQJCZ1R4iwfr9qp8KERERERERERFJNSWVREREREREREQk1ZRUEhERSaWxY8eicOHCGfqc7BnEaV7Lly9HdnttIiIikjMpZsr+lFQSEZGgc+utt5pg4tVXX/W6fcKECVnSf2fAgAHYsGEDslqnTp2Sfd102WWXmX3Dhw+Hv61evRpXX301KlWqZM7p7bff9vcpiYiI5EiKmRQzZTYllbLQhQtc3s/fZyEikj1wFYvXXnsNR44c8cuKGiVLloQ/cOUZjox52r17N6ZNm4YyZcogEJw6dQpVqlQxgVzp0qX9fToS5BIuJPj7FEREgppiJjfFTBlPSaUs9McfQMWKwD33MDMMnDjh7zMSEfHGxPfJk/7ZUpt079atm7n4jhw58qL3++WXX1C3bl3kzp3bjAK98cYbXvt524gRI3DLLbcgf/78qFixIn7//XccOHAA/fr1M7c1aNAAixcvTrHcmSNdjRo1wrhx48zzFSpUCNdffz1OePyinzhxItq1a2ceV6xYMVx++eXYvHlz6l40YB538OBBzJ0713Xbl19+iR49eiQJ2hg88nUVKVLELIHcu3dvbNy40es+fC0VKlQw+6+66iocOnQoyTF/++03NGnSxASlDHxeeOEFnD9/PsVzbN68OUaNGmXeA77vIunx8pyXUfeDunhi8hOYtmUazp4/6+9TEhFRzKSYSTHTf5RUykITJwI7dwKffAJcdRVQrBjQpQswejTL3lTFJCL+d+oUkD+/fzYeOzXCwsLwyiuv4L333sOuXbuSvc+SJUtw3XXXmQv1qlWrTCDz/PPPJxm1euutt9C2bVssW7bMlETffPPNJrC46aabsHTpUlStWtV8bV3kFzWDHZaS//nnn2abNWuWV8n1yZMnMXjwYBNocYSMy7wyILnAMtZUiIiIwI033ogvvvjCdRtfz+23355syTuPx4Bv/vz55vz79OmDc+fOmf0LFy7EHXfcgQcffND0JejcubMJFj3NmTPHvPZHHnkEa9aswccff2yO9/LLL6fqvEXSKnr9JKw5sAZvzH8D3cZ1Q7HXi6Hf9/3w8eKPsePYDn+fnojkUIqZFDMpZvqPJUkcO3aMPwHm/xnp5EnLio62rAcftKyqVflT5r1FRVnW3Xdb1vjxlnX8eIYeWkQkWadPn7bWrFlj/k9xcUl/N2XVxmP7atCgQVa/fv3Mv1u1amXdfvvt5t/jx483v78dAwcOtLp37+712CeffNKqU6eO6+uKFStaN910k+vr2NhY8xzPP/+867b58+eb27iPvvjiC6tQoUKu/cOGDbMiIyOt4x6/vHmcli1bpvgaDhw4YJ5z1apV5uutW7ear5ctW5biYzp27Gg98sgj1vLly60CBQpYcXFx1qxZs6ySJUta586dsxo2bGjOhTZs2GCeb+7cua7HHzx40MqbN6/1448/mq9vuOEGq0+fPl7HGDBggNdr69q1q/XKK6943WfcuHFWmTJlLF/w/X3rrbesjPw+zYprtqReZn0Wjz5z2Mrb7AerwsO3WgVfLGVhOLy2OmPqWI9PetyaunmqdebcmQw9tohIStchxUyKmQIxZvJH/BTuJJck80VGAr172xuxmi4mBoiOBmbOdFcxccuVC2jf3n3/OnWALOijJiI5HH9PxcX579hpwR4BXbp0wRNPPJFk39q1a005tieOrrEJYkJCghm5I5ZqO0qVKmX+X79+/SS37d+/P8X57izhLlCggOtrztXn/R0soR46dKgZ6WIptjPatmPHDtSrVy9Vr7lhw4aoXr06fv75Z8yYMcOMEoaHhyd57bytZcuWrttYQl6zZk2zz7kPR/48tW7d2pSdO1asWGHKxj1H2fjenTlzxvQBYAm4SGZavqAITi++DjsWXweEXABKL0fpdjEIrx2DPaHzTRWTU8mUL1c+dK3SFb2r9TZbxcIV/X36IpJNKWZSzKSYyaakkh9Vr25vDz9slzAyseQkmbZsAaZPt7cnnwQqVHAnmLp2tcseRUQyGpPX+fIhqHTo0AE9e/bEkCFDTOlyWuRiJv8/zkooyd12sbJrz/s7j/G8f9++fU3vgU8//RRly5Y1+xgYxcfHp+mcWbo9ZswYU169aNEiZJa4uDjTD6B///5J9rFfgEhmmzqV0zKcGCkU//zTBHt/agLgWSDPEUTWn4KSbWJwuFgMjp/bh9/X/242qlOijivB1K5CO+QOD85+FSISeBQzKWZKLC6HxkxKKgUIJi379LG3d991VzFxY7Jpxw7g44/tLSLCu4qpdm1VMYlIzsZ5+Gz6yBElT7Vr1/Zqzkj8ukaNGq4Rt6zARo7r1683wVF7/gIH8Pfff6frOQcOHGhGGjkCV4flrInwtbMxJEf52rRp43Uezv15H+73tGDBAq+v2WySj6lWrVq6zlckrfij2qKFvQ0bBhw4AEyaZA/CTZpUBIf/uQ7b/nFXMZXpEIOwWjHYE6IqJhGRxBQzKWbKVkml2bNnm07nbAoWGxuL8ePH48orr0zx/jNnzjQNsRLjYz1L65iF5PPu3bvXfOOwIVkLRiL+dvw4cPgw6/0uejcmiGrUsLdHHrGrmGbMcCeZWMU0bZq9sXKRK8o5CSY2/lYVk4jkNCy7ZiPGd5mV9/D444+bVTVeeuklDBgwwDRefP/99/HBBx9k6flxJRGWUX/yySemxJvl288880y6n5PXv8SjfQ6WerOM/a677jKNIllmzmOWK1fOVd7+8MMPm9L20aNHm9smTZrkVcZNLD/n6ilc7eSaa64xzTJZ3v3vv/8maVDp4EgiRwOdf3P5Xja15KowOS3QkoxXogRw0032lpAAcNDZqWJasqQJYn9wVzHlazgFJVvbVUzHVMUkIqKYKRmKmYJ49Td2dWfSh0mg1GD2j98Uzua5HOAPP/xgOsUPGzbMdJ/n87PEz3OOpt/88gtQuTJQt649p42Zov+6yV+qiumyy4D33wc2beLrB95+G+jRA+Cqg9u3Ax99BPD7nSvKdesGvPkm531qRTkRyTlefPHFJKXWHDH68ccf8f3335uyaV7seb+0lnynFYMKngMHUXgejz32mBn8SC8utZvvIrX3XO2kadOmJsDhvH+uZBIdHe0Kqlq1amVGAt955x1zvZw8eTKee+45r+fgNZQrs3Afg00+hiu/sCw9JXv27EHjxo3Nxus0AzD++84770z3axbxxMHz1q358w9wBeu9e7myDzBgAFA4TxGcXHgdtr79BY4N3QN8vATl1o9AlNUWoQhNdkW5jxZ/hO1Ht/v7ZYmIZCrFTEkpZkq7EHbrRgDgPEpfK5WOHDlivimSw+Za/ACZVSX+sERFReGhhx5KMcN59uxZszmOHz9uHnPs2DEULFgQGeb554GRI+1hNQcblDE7xHlvLDUqUyZVT3nypHcvpq1bvferiklELoaNA7du3YrKlStn67nekn2/T3nNLlSoUMZfswNYoFZ6B9pncf48l4C24yPGScuWeezMcwT5WcXUNgaHisTgWMI+r8eqiklEPClekmB0JoviJ79WKqUV54CyFK579+5e8z5ZLsYAqxtLdTwynfya5XspGTlypHlDnY0JpUzx0kt2I4DvvwduucWu3z5xwq5guuMOoGxZoGlTO/nE+ZmeyacUMNnqVDFt3gysWwe89VbKVUzdu6uKSUREJJjluErvNOLiPm3bAlyEZ+lSjgYDn38OXHMNUCh3EcQtvA5b3nRXMZXfMAIVoComERGRbFupxGCIo23NmjUzlUWfffYZxo0bZxpmsVyPpWOc9zhv3jxTsuZ46qmnMGvWrCSNtbK8UikxlhyyVptDaH/9Zf/bU/HiQK9edhVTz55A0aKprmJyejHxENu2ee9nayfPKqZgW71ARNJPI28SDFSplMMrvTMBuw9wvNGJkVau9NiZ5wgKNp6CEm1icKjwRBxN2Ov1WFUxieQ8ipckGJ3JovgpqFZ/Y4d6zy717My+efNmM0+RyaW0yp07t9myXGioezmT4cOBffsANvtigmnyZODgQeDrr+2N92WijAkmliY1aHDJJd+YJLr8cntj6pC9mJxm37Nm2UmmDz+0N64o17GjO8nEt1kryomIiGQfrPRmEog9KoYPH24ajnpWenOJ6dRWenPp5GDEFhkdOtgbOxPs2mWHYIyRpkwpguPzrzMbV5QLKbMCUZ2jgeox2AWtKCciIhL00988ca7/JnavNoU9xc1yh/uYnPHArz17BgSsUqWAQYOAH3+0p8kx8/PUU0C9enZVE6f6Pfsso0KgfHngrruACRPsKXSXwARRrVrAY4/Z+SouQvf778B999kVS/HxDKKAwYO5XCJQtSrwwAN2fourz4mIiEhwYsuAjz76CL/88ovZWE3UqVMnM82NDh48iISEBJRiHOKBX7O/UkqYhOIIp7Pt3LkTwYphFXuisiMBx/RY6c01VerVDYW1pzF2fPMsdgz/GxdePYhCU35AtRO3onB4aZw8d9KsJnffX/eh0juVUPeDunhi8hOYvnU64hPi/f2yREREMl1QVSolh8vtMViiiIgI07F92rRprjJwlm/z6wcffBBBO4T22mt2cySnRnvaNLsxwGef2ZtzX1YwsZKpRg2fqpj69rU3zyomPv3s2XbDb64eyY1FXJ062RVMfPrq1bPsXRAREZF0ynaV3pmM1duMe7i9/jqwY4ddxcQYaerUIjg29zqzsYoptCyrmGKA6tHYaXlXMeWPyI9uVbq5qpiiCmVSz04REZGcmlSKi4tzVRkR5/sxSVS0aFFUqFDBjIDt3r0bX331ldn/9ttvm/mAdevWNfMD2VNp+vTpZsk+B5tMDho0yPRdYhUTH8OGlrfddhuCGpdxu/deeztzxq5icnoxsUM3E03cWGpUpYo7wcSI6BLzfp0qJqeSKS4OmD7dnWRiMDVpkr09+qhdxeQsVsenz5s3y94FERERyQCMkf7+++/sUemdySpUAO6+297YQopvmx0jhWLt2sbY/nVjAP8H5D2MIs2moHirGBwoNBFH4/dhwroJZqN6Jeu5EkxtK7RFRFiEv1+aiIhIcCeVFi9e7LXELRNCxKTQ2LFjzcokO5jR+A/n/D/++OMm0RQZGYkGDRpg6tSpXs8xYMAAHDhwAEOHDjUl2+wfMHHixCQl3UGNSSI27ub29tvAxo3uBBOTTVu2AO+9Z2/M+HTtameBuDE5dQn58wNXXGFvrGLiSnHOcrxz5tg5LOfpeSp8+50qJiacREREJLBl20rvTMbCLIZV3EaPtvtTOoNw06cXxZE5A8zGKqawcstQoWsMLlSNwc4LC/Dv/n/NNmreKBSIKOCuYqreG+ULlvf3SxMREQnu1d8CSVCvJMMyI1YsMcHECGf3bu/9deu6m323aWNPnUsFtm/i0zsBFBtbeuLUOKeKiY2/tTiCSGDTaiYSDLT6W8qV3o0bN8abb75pBthSU+n93nvvmUrvrsyOAPjhhx/MoN7HH3/sqvT+8ccfsW7dOp8H5nLiZ+GJheRsIcD4iBvH/FzyHkaxFpNRrFUM9hWIwbHzB7weW79kfZNg6lO9D9pEtUGusNTFZyKSuRQvSTA6k0Xxk5JK2Tko4ke7apU7wTRvnt3w21GoENCjh50F6tULSGWJO59+9Wp3FRPLwc+fd+9nkVSXLu4kU+XKGfjaRCRDKEiSYKCkkreZM2d6VWk7nErvW2+9Fdu2bTP3o9dffx2ffPKJV6U3K7oTP8f777+PUaNGuSq93333XbRs2dLn88qJn8XFMO/nDMKx8TenzhkhFxAetRQVu8bgfJVo7EhYCAvucLxg7oKmiqlPtT7oVa0XyhUs57fXICI2xUsSjM4oqeQ/2TYo4pJv7D/lZIG4vImnpk3tCiZuzZpxPeFUPf3x42xg6X569hL3xJ5NzjS59u3tEnIR8S8FSWnDP9wfffRRHD16NMOek0kAfg7Lli0zf9Bnp9eWXkoqBQd9FinjSrpMLDE+4lgfp8255D2Ekq0no0iLGOzNPzFJFVPDUg1d0+Ral2+tKiYRP1C8lHaKmbJ//JS6rIEEt6JFgeuvB1gOzyWCFywAhg61E0i0ZAnw4osARyVZtTRoEOvhgSNHfHp6fi/2728vSMdpccuXAyNH2gvThYUB69YBb70FdO8OFCtm92z66CN7YTsRkdRgJUZISAheffVVr9snTJhgbs9s7N+3YcMGZDUuA5/c66bLLrvM7Bs+fDj87dNPP0X79u1RpEgRs3Xr1g2LFi3y92mJ+E1kpD1m9/77dutL9qt8802gWzcg1/li2D/9Bqx/9Ssce34vIsYuQvVdw1EpvCVCEIIV+1bg1bmvouPYjigxqgSu/elafL7sc+w5kWj0TkQkGYqZFDNlNiWVcipmeZg8euEF4J9/gNhY4IsvgGuusbNDBw7YyScmoUqUsDNDr71mT6fzobiNv58aNgSeecbuHc6iqJ9+ArgIH/NVJ08Cf/wB3HcfUKmS3erpiSfsVefi47PkHRCRIMcRl9deew1HfEx8Z6S8efOiZMmS8IeoqCgzMuaJ05rYVNlpvOxvnHZ1ww03YMaMGZg/f7455x49epjzFMnpnFV3ueLulCnAoUP8485eXS6qfCjitzXHxs+GYdtzC2C9vh9l5n2NWvE3olB4cRw7eww/r/kZd/x+B8q9WQ6NP26M/5v2f/h7x984f8GjB4GIiAfFTG6KmTKekkpiY6bn1lvtzA8zQKzRZpanTh0gIcFe9o0ZogYN7BXk7r3XzgoxO+SDwoXtfNXnn9vT4pYuBV5+GWjXzp5lt2YN8MYb9moqrGLi4jOffALs3Jnpr1xEksEf7ZQ2NqP19b6nT/t237TgSA6XOx/JksiL+OWXX0yD4ty5c6NSpUp4g79sPPC2ESNG4JZbbkH+/PlRsWJF/P7772Yl0X79+pnb2IOGK5Y6GKAU5i+2/3Cki+XX48aNM8/HcuLrr78eJ7i6wX+4Emm7du3M44oVK4bLL78cm7mcZirxcQcPHsTcuXNdt3355ZcmAEkctDF45OviyBd76fTu3RsbvboH26+FzZ25/6qrrsIh/oWbyG+//YYmTZqYoLRKlSp44YUXcN6ziV4i33zzDe6//37zntSqVcs0hnZWExMRbwUKAP36AR9/bFdvc/yO43hc8CQ8vjhiJ9+Ida98baqY8ny9ADVih6FSeAtTxbR873KM/Hsk2n/R3lQxXffTdRi7fCz2xu3198sSyTEUMylmyukxk5JKkhRXhOvUCRg1yu7EvXUrMGaM3QyJczGZ6WHkw/lrzACxyfd77wE+/qBzhK5xY+D//s/OVTGHxVl2nG3HBWa4gN1vvwH33ANUqADUrw889RSzuMC5c5n+6kUEQP78KW9XX+19X16TU7ov+6h5YmVicvdLi7CwMLzyyitmFatdiZei/M+SJUtw3XXXmWBl1apVJpB5/vnnk4xavfXWW2jbtq2Zm8+S6JtvvtkEFjfddBOWLl2KqlWrmq8v1oaQwQ5Lyf/880+zzZo1y6vk+uTJkxg8eLAJtBgohIaGmoCEgUNqcPn3G2+8EV+wuvQ/fD233357siXvPB4DPo5+8fz79OmDc//9Ml24cCHuuOMOs2w8l5hn42YGi57mzJljXvsjjzyCNWvWmNXBeLyXOTLgo1OnTpljcnUyEbl4jFSvnjvuYYz0888Af7zLlA7DmU0tseHj4dj23EJYr+9DuYXjUPvcQBQML4qjZ47ipzU/4bbfbkOZN8qgycdN8Nz05zB3x1xVMYlkIsVMipmQ02MmNuoWb8eOHeNPgPm/JHLqlGX99ZdlPfCAZVWqxF8V3lvNmpb12GOWNXWqZZ09m+qnT0iwrMWLLeullyyrdWvLCg31fvqCBS2rf3/L+uwzy9q1K1NeoUiOcvr0aWvNmjXm/54S/2h7bn36eD9HZGTK9+3Y0fu+xYsnf7/UGjRokNWvXz/z71atWlm33367+ff48ePN72/HwIEDre7du3s99sknn7Tq1Knj+rpixYrWTTfd5Po6NjbWPMfzzz/vum3+/PnmNu6jL774wipUqJBr/7Bhw6zIyEjr+PHjXsdp2bJliq/hwIED5jlXrVplvt66dav5etmyZSk+pmPHjtYjjzxiLV++3CpQoIAVFxdnzZo1yypZsqR17tw5q2HDhuZcaMOGDeb55s6d63r8wYMHrbx581o//vij+fqGG26w+iT6QAcMGOD12rp27Wq98sorXvcZN26cVaZMGctX9913n1WlSpUk32fp/T4lXbMDhz6LzHXhgmXx18PLL1tW27aJYqSQ81ZkjflWrfuGWhVfbmZhOLy2Iq8WsQb8NMD6cvmX1t4Te/39UkSCzsWuQ4qZFDMFUszkj/gp3N9JLQkyefPaFUvcWJ3E7ttcxoTb338D69fbGztyM5XOrtzO/cuWveTTcyocF6Hj9txzdp8BLljH1VImTrRbPf36q70R+zbxqZnZb90aCNd3tEiGYMXgxVqyedq/P+X7Jl5E0mvFowzCHgFdunTBE5yym8jatWtNObYnjq69/fbbSEhIMCN3xFJtRymWTIJVkvWT3LZ//35TPp4clnAX4DyW/3CuPu/vYAk1l3HnSBdLsZ3Rth07dqAeSxNSoWHDhqhevTp+/vlnMwefo4ThiX4B8rXzNs8l4VlCXrNmTbPPuQ9H/jy1bt3alJ07VqxYYcrGPUfZ+N5xRRGOprEE/GI48vj999+bngFaMUckfVVMXOSIG6u9uagvezLZq+6G4cCGVli3oRWAF4B8+xHVeRLyN47GrtyTcOTMEfyw+gezUbOyzcyKcn2q90Hzss0RFproF7uI+Ewxk2KmnB4z6U9wSV90U7u2vfEX07Fj7uiG2759wPjx9kaMgrj0CbNA/IFN/Fs2GZxdd8MN9sbfJVygzg6eADbFX7HC3jg9mFN1nRwWZ+Sl8DtMRHyQL5//7+urDh06oGfPnhgyZIgpXU6LXJz2+x9nJZTkbrtY2bXn/Z3HeN6/b9++pvcAV/koW7as2cfAKD6NqxOwdHvMmDGmvDozVwmJi4sz/QD6c3nPRC4V8IwePdoESFOnTvUKQkUk/TgzYsAAe3NiJMZHjJMWLSqJnX/eDHALSUD+WosQ1SUap8pFY3v8Uizes9hsL81+CcXyFkPPaj1Nkqln1Z4oka+Ev1+aSFBRzKSYKafHTEoqScYpVMjuxs2NvxSWLbMrmOzoBli+3N6YuXV6MTED1LOn/fUlMHvfvLm9DRtmVy1NmuSuYuKIHfuMc6MmTdxFUi1a+JTDEpEgxYswGxxyRMlT7dq1vZozEr+uUaOGa8QtK7CR4/r1613LxtLfrO5Mh4EDB5qRRo7A1eGiConwtbMxJEf52rRp43Uezv15H+73tGDBAq+v2WySj6lWrVqqzu/11183I3WTJk1Cs2bN0vAKRcRXnjHS0KHuGIkh2KRJYTi8tjXWrm0N4CUg/15U6jYRkQ1jsCPXJBw6fQjfrvrWbGz+3bxcc/Sp1ge9q/c2FU2hIWrBKpKdKGZSzJTRlFSSzOE5j43RDcsZGd0wycT/c17bN9/YG+/bqpW7iolz2v7LcF9MiRLATTfZGxeoY97KGaHjaB1XmOPG/mkczWPuyslh8bEikn2w7JqNGN99912v2x9//HE0b94cL730EgYMGGAaL77//vv44IMPsvT8uJIIy6g/+eQTU+LN8u1nuKJmOp8zNjY2yWifg6XeLGO/6667TKNIlpnzmOXKlXOVtz/88MOmtJ2jY7yNwYxnGTex/Jyrp3C1k2uuucY0y2R597///pukQaVneT0f9+2335oS97177ZWouCoMNxHJXMnFSE4h+dKlpbFtwq0At9DzKFR3Acp3jkZcmRhsP7sci3YvMtvwWcNRIrKEqWJikqlH1R4oFnnpQUARCWyKmZJSzJQ+GnqQrMGlDm6+Gfj+e3v4bPZsgL8cOP+WVU3z5gHPPmsvC1e+PHDXXcCECYDH0pIXw+Q5eyq9+CLAFSz5s8iFCq67zp4Wxyqm776zT4HTfDn7bvhwO8hK5SICIhKgXnzxxSSl1hwx+vHHH838dJZN86LN+6W15DutGFTwHLiyCs/jsccewyiusJlOXGo330Xq47naSdOmTU2Aw3n/7CcaHR3tCqpatWplRgLfeecdM3o3efJkPMeGdh5YJs+VWbiPwSYfw5VfWJaekg8//NCUqDOgYkDobAzERCRrOTHSSy/Zg2579gCff24XlhfMH45jq9ph9buvYPuQZQh5czeq/vs/1MHVyBdeEAdOHcDXK7/GwF8HouTokmjzvzZ4adZLWLJnCS5YCqBEgpVipqQUM6VdCLt1p+Px2dLx48dRqFAhHDt2DAULFvT36WR/O3a4S4ymTuU6iu59/CHu2NEuMWIlU40aqX768+dZmug+BGfgeSpe3D0Tr0cPn2biiWQbbBy4detWVK5cOagaAkrOcrHvU12zA4c+i+DDlbI5rufESKtWeewMPYeiDeehXKcYHCsZjR1nPXcCJfOVNH2YuLGKqUjeIll+/iJZRfGSBKMzWRQ/KamUDAVFfnTmDDBrlh3ZcKrc5s3e+zk/1UkwMdmUO3eqD8EROlYq8hBcWc6zGIoz8VjF5Kwox8KpxCsxiGQnCpIkGCipFBz0WQS/nTu9x/lOnnTvCyuyC1V7xiBXnRhsDZ2CU+fdS16x71Lr8q3NanJMMjUq3cjVrFckO1C8JMHojJJK/qOgKEDwW3PjRju5xI1T5jik5mD5Yteu7l5MnDaXxhE6p8/Av/967+dUOSaXuHFluSIahJNsRkGSBAMllYKDPovs5exZYM4cd4y0fr3HzrB4FG/yN8p2jMGR4tHYeWaN12NL5y/tqmLqXrU7CucpnOXnL5KRFC9JMDqjpJL/KCgKUCwp4rCZE92w5MgTl15kgokby43Cw9M8QseNh4qLS9qTwFlRjofTIJwEOwVJEgyUVAoO+iyyNxaPO1VMM2bYxeWOXMW3o2qvGITVisEWaypOJ7hbGYSFhKFNVBtTxcStfsn6qmKSoKN4SYLRGSWV/EdBURDgty2bIznT5Ng0yfNb2VnujQkm/p+Nk1IpPp7LV7pzWGvXeu8vW9ZdxdStG1CoUAa8LpEspiBJgoGSSsFBn0XOcfo0MHOmOwzbutVjZ9hZlG41B6XaReNwkRjsPLPO67HlCpSzq5iq90a3Kt1QMLe+VyTwKV6SYHRGSSX/UVAUhA4edDdK4v+PHEnaKMmpYmrYME0lRtu2uUfopk/37ifOoqh27ewEE6uY6tZVFZMEBwVJEgyUVAoO+ixyJv4lsWGDexCOrTE9uxVElNqKar1iEFIjGpsvTMeZhNOufeGh4WhXoZ1JMrGKqW6JuqpikoCkeEmC0RkllfxHQVGQc5Z7c4bPVq5MWmLkNPtmT6YCBVJ9CJZ8s8UTD8FEE4MpT1FR7mlyXboA+fOn8zWJZBIFSRIMlFQKDvoshNg6YNo0d5Jp1y6PneFnUL7tLJRoE4P9haKx+8xGr8dGFYxyJZi6VumK/BEKoCQwKF6SYHRGSSX/UVCUzTiNkphgYqMkzxKjiAigQwd3s+8aNdLcZ8BJMCXuM+AcwllRrmZNVTFJ4FCQJMFASaXgoM9CEuNfGVwExan0ZluBhAT3/rzlNpkqJqtaDDaen4GzCe4AKiIsAu0rtHf1YqpZrKaqmMRvFC9JMDqjpJL/KCjKxpjtYV22U8XEbJCnatXc0+SYCcqdO2P7DACoXNldxdSpExAZmc7XJJIOCpIkGCipFBz0WcilHD3qXnOFiaa9ez125jqFip1moljLaMTmj0bsGe8AqlLhSuhTzU4wda7cGZG5FEBJ1lG8JMHojJJK/qOgKAc2AWD2h/PZPJsA5Mtnd+BmgoklRuXLp+sQDJ6Yz2IDcAd/tplYcpJMVatm0GsT8ZGCJAkGSioFB30WkhoXLthrrjAEY4zkveaKhfyVNqBqzxicrxyNjfGzEH/BHUDlDsuNTpU6mQQTp8tVL1bdXy9DcgjFSxKMziip5D8KinKoEyfs4TNGN8wCxcZ672eDb2eaXKtWQFhYmvoMsMm3Uwa+Y4f3fs6+c5p9s1BK1yzJbAqSLu3WW2/F0aNHMWHCBPN1p06d0KhRI7z99ttZeh4zZ85E586dceTIERQuXBj+Mnz4cPNeLOdfg1lESaXgoM9C0rvmyuTJ7jVXDh3y2BkRh6rdZqBws2jsjozG3jPeAVS1otVMFRNXlOtYsSPy5sqb5ecv2ZvipeA1duxYPProoyaWC6R4MjvFT6HpPE+R7IMNu6+6CvjsM2D3bmDpUuCll+wEEufwr1gBvPKKvcxbyZLAjTcC336bKOq5ODbsvuIK4MMP7dXk2Gfg9deBzp3tFeRY1fTOO0DPnkCxYu77bt+eqa9cJOjwwszeGtwiIiJQrVo1vPjiizjPRv2Z7Ndff8VL/N3gYyKI55hVgUylSpXM8b7//vsk++rWtVdVYnDlb7Nnz0bfvn1RtmxZc05ZGWCJSGAqXhwYOBD4+mtg3z5g/nzg+eeBpk0BxOfH5ui+WPLih9j7zDYU/mY1mhwchTp5O5sV5DYd3oR3F72L3t/0RrHXi+Hyby/HmEVjsPVIoh4EIjnU3r178dBDD6FKlSrInTs3oqKizHV4GrvqByDGKlk5gObElAtYMunh7NmzKFasmNnHmM7ffv31V/To0cN1Tlk5wHcxSiqJJIdJpMaNgeees6Oa/fuBceOA668H+Avu8GE7ocTEEhNMbdvaCSf+YPtY/MdD1K0LPPmkXb3E3NQvvwB33GEvUMd+4n/8Adx/P/9Q9L6v5xQ6kZyqV69eiI2NxcaNG/H444+bCppRo0Yle9/4DPyhKVq0KAqkYdXIrMJA8YsvvvC6jUESA8p8nNYbAE6ePImGDRtizJgx/j4VEQlALAbnmN6LLwKLF9vF4/y1du21QMGCITi6sQ6Wvv8E1jw9HQmvHELN5b+iWchdKJmnHE6fP42/Nv6FB2MeRJV3q6DW+7UweNJgTN0yFWfPn/X3SxPJctu2bUPTpk0xffp0EyetWrUKEydONNXPDzzwQJqfN6XY6pxnO5Egklz8NH78eOQPoGW8T548iXbt2uG1115DIFFSScTX4bObbgK++w44cACYMwd45hmgfn27KcC8ecCzz9qJqKgo4O67AY68c76bj1h12L+/XSjF5XeZn3IKoxhcrVkDjB4NdO1qVzE592VRlUiGYVL05En/bKmcjc2RttKlS6NixYq477770K1bN/z++++uSqYrr7wSL7/8sqmGqcllF81ikDtx3XXXmdEvJof69etngi1HQkICBg8ebPZzFOipp55C4lninP7GMmrPUaynn37aBCM8J1ZN/e9//zPPy4CNihQpYkaUeF504cIFjBw50pQj582b1yRYfv75Z6/jREdHo0aNGmY/n8fzPC/mxhtvxKxZs8xrdXz++efm9nCWRHrYsWOHeQ8YMLH0me/NPpYIeHj11VdRqlQpk0i74447TCl1Yp999hlq165tSqtr1aqFDz744KLn2Lt3b4wYMQJXsTpUROQSSpfm73Xgxx/taXLsUfn003YYZp0piPUTrsLiYZ9g/zM7UfynFWh25FXUieyAsJAwrD+0Hm8teAvdx3U3VUz9vu+Hjxd/jB3HEvUgEEklxgcn40/6ZUtNB5v777/fxCCLFi3C1VdfbWILVi8z3vGszLlUTMDBO07/5zXfczoVn/vDDz/EFVdcYQavGHvRb7/9hiZNmpj7sULqhRde8KooZxX3PffcY2IM3qdevXr4888/TUXQbbfdZqZlORVEPLYTcz3xxBMoV66cOVbLli2TVBCxyqlChQqIjIw0ccYhH2eVDBo0yFR6n+aqSx7xE29PjIm5Ll26mBitWLFiuPvuuxHn8XefL/GkL7FgYjfffDOGDh1qYt5A4h1disil8Y8yZnq4jRzJv1Ldzb5ZQsosz6ef2ltEBNCxo3tFOa4u52MVE1s4cRsyBDhyBJgyxd1ngL/fx4+3N2rQwN3su3Vr+xRF0oQlcv4akeHFOB2VNLwgewYOLOlmUDSFPzz/jZz17NkTrVu3xpw5c0yChYkNVjytXLnSTKN74403TDDCIIJJEn7NUSoGDim55ZZbMH/+fLz77rsmIODc9YMHD5ok0y+//GICuPXr15tz4TkSg4ivv/4aH330EapXr26mg910000oUaIEOnbsaBJC/fv3NyOIDFQWL15sqrF8weCMr/PLL7/Ec889h1OnTuGHH34wiaavvvrKK5hxgkfuY6DH4w0YMMAVoP34448mkGNFEUfGxo0bZ14ng0PHN998YwKc999/H40bN8ayZctw1113mWAvuUBMRCQ9cuWy+05ye/VVdxjGberUEBxc3cBswNMIy3cUdfpMRWSDaGzLFYODZ/bi9/W/m43qlqjravbdtkJbRIRF+PvlSRA5de4U8o/0T8wUNyQO+SIuHTMdPnzYVCUx0ZNctbIzxcyXmIA2bdpkYhtOwwrz6C/LWIGDUOw3yfiKcRbjI8YM7du3x+bNm008Q8OGDTPH4wDTiRMnTDxUtWpVrFmzxjxnmzZtzPMwtmD8RE610IMPPmjux+QPBw0ZozGOY5KH8dTChQvNABjjLA4u8rXzeL5gNRfbCPD1MSZjko3xGWMgz7YHrBZy4sl//vkH+/fvx5133mnOzWkx4Es8ealYMKiwUbd4O3bsGNOI5v8iqXL6tGVNnGhZDz1kWVWqMB/tvdWoYVmPPmpZU6ZY1tmzaTpEQoJlLV5sWS++aFmtWllWSIj3IQoVsqxrr7WsL76wrNjYDH+Fks2cPn3aWrNmjfm/EReX9Ps2qzYe20eDBg2y+vXrZ/594cIFa8qUKVbu3LmtJ554wrW/VKlS1lmPn7Nx48ZZNWvWNPd3cH/evHmtSZMmma/LlCljvf766679586ds8qXL+86FnXs2NF65JFHzL/Xr19vrhc8fnJmzJhh9h85csR125kzZ6zIyEhr3rx5Xve94447rBtuuMH8e8iQIVadOnW89j/99NNJniuxihUrWm+99ZY1YcIEq2rVqua1fvnll1bjxo3N/kKFCllf8JeDZVmTJ0+2wsLCrB07drgev3r1anOMRYsWma9bt25t3X///V7HaNmypdWwYUPX1zzOt99+63Wfl156yTzWFzze+PHjU/d96kHX7MChz0L87cwZ/m6zQy2GXF6XmZAEq3SjpVbzx0dYtUe1tUJfCLUwHK6twCsFrKu+v8r6dMmn1q5ju/z9UiTAJHcdijsb5/U9lJUbj+2LhQsXmt/Lv/7660Xv50tMMGzYMCtXrlzW/v37vR7L+zzKHzoPXbt2tV555RWv2xiHMc4ixl2hoaEmjkoOYxXGLJ62b99uznH37t1JjsW4iRhH9enTx2v/gAEDkjxXSrHI22+/bXXu3Nnc9sILL1hXXXWVibu4nzEdffLJJ1aRIkWsOI+49a+//jKvZ+/evT7Fk77EghezdetWc07Lli0LiPhJ9QwiGYlloOyyzY0dt5ldd6qYZs+2O3Fz46pRzLh3725XMHHJNzZS8kFoqN20khsbWCa3WspPP9kbNWnirmJq0SJNi9ZJThIZmappmxl+7FRgiTRHrliBxBGvgQMHusqjqX79+qb6yLFixQozwpa4HxKnc3EEjWXW7NHEUmoHR9uaNWuWYpk5GyRyVC01I0o8B1YPdefPf6LeBKz0obVr13qdB3FEzFeXXXaZKSnnqBdHyW6//fYk9+ExWE3FzVGnTh0zasl9zZs3N/+/9957k5zHjBkzXKN1fO84KsjqJAdHOLmiiIhIVsqd2w6tuL31Fn/fulfcnTEjFHuXNzYb8CxyFTyMupdNRp56MdgcGoPDZw9g/LrxZqMGpRqYFeVYydQ6qrVpCC7iKTJXpKkY8texfeHrNDlfYgJiywFW0iTGWMkTY665c+e6psI5U8IYczEGYvxUvnx5MxXPV6xG4nMkfozTTNt5HYmn1jNuYcWSL1gp9Mwzz2DLli2m0oiVVonxGKxM96z8atu2rYlFWVnFqXyXiid9iQWDiX47imQWzmGrVcveBg/muo32HDYmmBjdJJ7Dxl8gzjQ5/uL2MfvjrJbCLSEB+OcfdwDF5pZcxI7biBFsMGznu5hg4v+TuSZITsfv2wBp5nwp7DPEOfxMHLEEOnG/oMRl3pzrztJmTtdKLLkAyRfOdLbUcObc//XXX6YngCf2ZMoIfC84754l3ywFZ8l1ZnBey6effpokCeZZFi8i4g/sOvDQQ/bG2d3Mhztjfdu3F8Wq764HcD0QcgHlWyxBuY4xOFYyGuvjFmHlvpVme3XuqyiUuxB6VO1hEky9qvVC6fyl/f3SJACw148vU9D8idOqeJ7r1q3LkOdLacGP5GIu9lDiVP7EmHRJa/zE2GLJkiVJYoyMaqbN5NTll1/u6iHpTNHLaHFZEAtmJSWVRLIKO3FffbW9sbn3smV2VMONmSB+zY3ZH2aKevWyE0zM/hQpkqrVUri98IKdt5o0yQ6g+H8uWsde49yYO2DlklPFxIomVkGJBAsGMGyK7Ss2i2RvoZIlS5r+RskpU6aMScJ0YLOO/ypuGLzwsclhNRRHpth/ILmmiU6lFEfWPEf+GDBwrn5KFU6cf+80HXckXub2UlidNHr0aNMPgY3CkzsGezdxc0Ym2aeAjTN5js59+H6wL0Jy58H+TUzocUSPjcBFRAIVi2Gdsbv33wf4N7bTi2n27FDsWtjcbMBQ5C12ALUun4zw2tHYZE3CkbOH8NOan8xGTco0cVUxtSjXAmGhSqJLYOKiJOz/w75ADz/8cJLkD6/5rEbyJSZIDcZNrNpJKU5r0KABdu3ahQ0bNiRbrcT4yTN2Ilbw8Db2MGKfpuQ4cUt646c+ffqYRViSGyDjMVjFxGpt5/2cO3cuQkNDzcIwrNS+VDzpSywYTJRUEvEHzzlsQ4cC+/e7y4uY/eGctq+/tjf+MmvTxs78MBKqV8/OCPmgVCk2EbY3LrbA36k8BA/F1eX4O5cb+9eVLGnnsXiYHj18zmOJBA0mPbiULhtRvvjii6bsevv27abZJFfl4NePPPKIaTTJkT2uYvbmm2+agColbOjIZtQMQJxG3XxOBjxcNYVl4hwh5FQ9BigcmeP0O65c8thjj5mEFBtgc+odAxImu/h8nHLGpo5PPvmkaf7IQMRp/ugrBj1sGM7VT5LDJBiTYnxf2BCTAQ9XiGFw45Sx8/3ginX8mqXdrPJavXq1V6NujkQyUGUQxWaZLENnY/EjR46YlU9SGqFj6beDzc1ZCs/glyu2iIhkJoZRtWvbG9dAYDE511pxkkx79pTAsi+ZKL8RCElA5Xb/oHT7aBwuFoP1JxZjaexSs42YMwJF8xZFz6o9TYKJ/y+RT2XgEliYUOI1vEWLFib+YUKH13wuZMKKb07n8iUmSA022WbFD6/p11xzjUm4cErcv//+axZJ4fMy4cLFTBhrMfnEairGTIwlGF8xVuCiK4ytGMsw+cTz40AXYyQmmQ4cOGDuw9fEqf+MR/haOajGeG/SpEk+T31z8Ph83pQGIHkOrARnvMa2CwcOHMBDDz1kKsQ52EaXiid9iQVTarzORNSePXvM104jc66GzM1v0t2VKRtSo0nxq/h4y5o507KefNKy2Kg3cTPjChUs6957LeuPPyzr5Mk0H2bXLsv67DPL6t/fsgoU8D5EaKhltWtnWeyvx/5vHn2NJZu5WAO/QObZqDs1+2NjY61bbrnFKl68uGnsXaVKFeuuu+5y/b5nI0U24S5YsKBVuHBha/Dgweb+KTXqJr53jz32mGnKGBERYVWrVs36/PPPXftffPFFq3Tp0lZISIg5L2IDbTaDZONwNr0sUaKE1bNnT2vWrFmux/3xxx/muXie7du3N8/pa6PulHg26naaXl5xxRVWvnz5rAIFCljXXnutq8mk4+WXXzbvV/78+c35P/XUU16Nuumbb76xGjVqZF4/m1d26NDhok1BnQbmiTfn/UlMjbqDgz4LyQ4Y8zD2eflly2rb1o6JPGOk/KX3Ws3uGGs1f22AVeiVwl7Nk0OGh1gtPm1hDZ8x3Fq0a5GVcCHB3y9Hcni85NizZ4/1wAMPmDiB1+py5cqZ67/TfNqXmICNuhNf/y+24MbEiROtNm3amAVRGFe1aNHCNLl2HDp0yLrtttusYsWKWXny5LHq1atn/fnnn6799957r9nH5+exKT4+3ho6dKhVqVIlEz8x9mIz7ZUrV7oe97///c80xeZx+/bta40ePdrnRt3JSdyom3g8NvTmeRctWtTEkidOnHDt9yWe9CUWTIwxXHLxk/P++Ct+CuF//JfSCkzHjx83I67MFqaUoRTJMtu2uRsATJ/OrsLufZxz27mzu567cuU0HSI+Hpg3zz1Ct3q19372EGcvcVYxcYaPfiyyD84XZ5VI5cqVzRx3kWD7PtU1O3Dos5DsiK0DuCAKwzAWPLCY3CX0PKp3XoASbaNxoFAMNp5Y7vXYEpElTA8mVjGxJxOrmiQ4KV6SYHQmi+InJZWSoaBIAlbSLpPe+1nH7UyTa9cOyJUrTYfZscM9G2/qVPuwDvZC5lM7vZg4zdrH2XgSgBQkSTBQUik46LOQ7I4tMbkIijMIx5aYngpH7UbNyybiQtUYrI2fjLhz7ga/oSGhaFW+lenF1Lt6bzQq3cjcJsFB8ZIEozNKKvmPgiIJCvzRXbPGvZrc33/by785+L3L5khMMLHM6L85vqnFwqg5c9wB1IYN3vvZ/oTJJR6iSxeuvpDO1yVZSkGSBAMllYKDPgvJaRIviOLVgi8sHrV7zkPRFtHYWyAGm0/86/VYriDXu1pvU8XUvUp3FMpTKMvPX3yneEmC0ZmckFSaPXu2aZrKBqSxsbFmyeMrr7zSp8eyiRUbfNWrV88093SwWRabhnpiF/bULKOooEiCEiMZpz6bZUYHDnjvZ5M9Z5ocG4Sncam3zZvdVUwsmvKcjceFrriAgVPFVL26qpgCnYIkCQZKKgUHfRaSk3FBlPnz3YNwK1d67y9RbQeq9Y7B+UoxWHNmKk6eO+naFxYShrYV2rqqmOqXrG8aFkvgULwkwehMTkgqxcTEmORQ06ZN0b9/f5+TSuyczsewS/y+ffuSJJV+/vlnTOWcnf+Eh4ejOJdo95GCIskW9dmsyXamyS1Z4r2fS72xtIgJJlYzFUrb6Binxc2caSeZeJitW733V63qrmLq1AnImzcdr0kyhYIkCQZKKgUHfRYibrt2uQfhpkwBTrpzSAjLfRZ1e89BwabR2B0Zg60nvAe/yxUoZyqYuHWt3BUFchfI+hcgXhQvSTA6kxOSSp6Yjfc1qXT99deb5fnCwsIwYcKEJEmlxLelloIiyXZiY92ZH0Y2J04kbZLEBBMzQOzLlIbRMf4m4dQ4Z4Ru1izg3Dn3fv4e4/Q4J8nksSK5+JGCJAkGSip5U6W3SHA5e9buUuCM9f23CrhL2bpbUKVnDM6Uj8HqU9Nx+vxp175cobnQvmJ7VxVT7eK1VcXkB4qXJBidyaL4Kei6w33xxRfYsmULhg0bluJ9Nm7ciLJly6JKlSq48cYbsYNdhy/i7Nmz5k313ESylTJlgNtvB375xV62ZNo0YPBg/sVg12uz3OjJJ4G6de1sz4MP2kmo0+6g5lIY3/DpHnvMzltxtZQJE4B77gGiouxpcgym+NSsYKpVyz4FFhUy2BIREd+cPHkSDRs2xJgxY1L1OFZ633LLLejatWuy++vWrWuSVM72N/8KFpF042K9/LF74w2AedpNm4D33rMH2fh33p7VVfD3mw9g8eA/cf6VQ2iyJgbtIx5ChfxVce7COUzfOh1PTHkCdT+oi8rvVMb9f92PPzf8iZPxHuVPIiJ+ElSVSkwWtWvXDnPmzEGNGjWSrUrilLq4uDgzusaAiKNuu3fvxr///osCBZIvHU1udI400iY5ApskOUNnbJIUH+/ex/lqjIKcFeXYlTsN+Ftm9Wp3FdPcuXYuy5EvH9Ctm7uKiUkoyRoaeZNgoEqllKnSWyS4Oa0EnFBs2zbv/RUab0SlbtE4WTYG/8bNxNkE90hc7rDc6Fipo6li4lS56sWqZ/0LyCEUL0kwOqNKJW8JCQkYOHCgSf4woZSS3r1749prr0WDBg3Qs2dPREdHm5G5H3/8McXHDBkyxLyZzrZz585MehUiAYhlQw89BEycaJcX/fYbcPfdQPnydqXSn38C998PVKwI1K8PPPOMvRycZ1bIhyqmevWAp56yAycWS/38s108Vbq03WeAh2VVE/NWPMzTTyedQiciImmjSm+RwBQZaQ+qvf8+sGULsHatXdHEMb1cuYAdy6pj9qhHsOSxiQgdfQgtNv2BDnnvR7l8FU2CafLmyXh00qOo8X4NVHu3Gh6OeRgTN03E6XO+V5uLiOSISiUmhooUKWJG1xwXLlwAT5+3TZ48GV3YsCUZzZs3R7du3TBy5EifzkUjbSL/lRetWmUPm3HjkiZsAO4oUgTo2dNdXpSKZvie+JQrVrirmBYs8D4MfwS7d3cfhjP5JONo5E2CgSqVUqZKb5Hsi3ladixwYqQ9ezz3WqjWah3Kd47G8VIxWHV8tpkq58gbnhedK3d29WKqUkTNLNND8ZIEozOqVPLGF7pq1SoTADnbvffea4If/rtly5bJPo4B0ubNm1FGf4mKpA7Lixo0YCmf3V1y/37gm2+AgQOBokWBI0eA778HbrnFXk2udWtgxAhg2TI7IeWj0FCgcWPg2WftaXEHDgDffQfcfLOdp2JAxVZQd9wBlC0LNGkCPPccMG8eKxgz9R0QMW699VavP9g7deqERx99NMvPY+bMmSaBwEEWf2IioVGjRn49B/GdKr1Fghf/zrvqKuDTT+3V5JgHfuUVe32V0NAQbFpQGzNHPo6lj05FnncOofX28eiY/26UyVfeNPuO3hiNB2MeRNV3q6LW+7UweNJgTN0yFWfPq5ml5Bxjx45F4cKFAy6ezE78mlRiwsdJEBGzaPy3U27NYIUNJc2JhoaalUo8t5IlS5qMG/+dj01ZADzxxBOYNWsWtm3bhnnz5uGqq64ylUw33HCDH1+pSDZQrJidUGJiiQkmZoD+7/+Ahg3tJBJLjJ5/3s76lCsH3HknMH6890pzPmC+6vrrga++AvbtAxYu5B+xQIsWdp6LOauXXwbatrVzWfzRHjfOTkZJzsELMxMs3CIiIlCtWjW8+OKLOJ+KaZlp9euvv+Kll14KyERQpUqVzPG+Z8I3mSbM3Mfgyt9YOcwqYlbA8FrOIGt94uWQJEOcOHECixcvxoMPPojw8HCz8WdlxYoV5t/Tp09P9nEMwJmE2sSOwinInTu3GfTz3EQkczAGYsjFsT52IWDc44ztlSgBnDhUAPO/uBKznvgYsU/uQO0ZK9El4TU0LtIRYSFhWH9oPd5a8Ba6j+uOYq8XQ7/v++HjxR9jx7GLT3OV7GHv3r146KGHzPRm/u6OiopC3759MY2lcAEoqxNBTky5gH/PJJrmXaxYMbOPMZ0/nTt3Dk8//TTq169vch+crs5cyR7vEka/CPfnwRnkdO7c2fX1YC4FBWDQoEHmG4nl15eaz5/Yrl27TALp0KFDKFGihCn35jcH/y0iGYTTUNu0sTdmeDh85tRmczm32Fjgf/+zNzYE6NjRbvTNOWwXGSlProqJySRubAPCXNakSfZh+H+2gGJAxY3BVvPm9iG4NW1qP16yr169epk+Mbzgs6rigQceQK5cucyARGLx8fEm+ZQRijLzGcAYKPJ9YVNmB6+DDCidARh/4+APPy8mlpgI/L//+z/06NEDa9asCZhzzC6cSm9PH3zwgUkm/fzzz6Yk/mKV3jezbFREAg4vRQMG2BvbBixe7A7F/vknBGtn1Tcb8BQKlz6KeldMRWjNaKxLiMH+U3vx+/rfzUb1StZD72q9TbPvtlFtkSssl79fnmQgFlu0bdvWJGlGjRplkhJMUEyaNMlci9dxScI0SCm24nMzHgs2TvzUqlUr122cXp4/f34c5h8dfnbq1CksXboUzz//vFkB9siRI3jkkUdwxRVXmLyKX7Gnkng7duwY5+6Y/4tIKp05Y1mTJlnWww9bVtWqrGHy3qpVs6xHHrGsyZPt+6bRuXOWNXeuZT37rGU1bpz0MCVKWNbNN1vWd99Z1qFDGfoKs5XTp09ba9asMf/3EheX8paa+5465dt9U2nQoEFWv379vG7r3r271apVK6/9I0aMsMqUKWNVqlTJ3L5jxw7r2muvtQoVKmQVKVLEuuKKK6ytW7e6nuP8+fPWY489ZvYXLVrUevLJJ61bbrnF61gdO3a0HuH38H/OnDljPfXUU1b58uWtiIgIq2rVqtZnn31mntc0vfDYeF6UkJBgvfLKK+a88uTJYzVo0MD66aefvF7PX3/9ZVWvXt3s79Spk/XFF1+Y5zhy5EiK70vFihWtZ555xsqdO7d5rY677rrLeuihh8zr4vM4tm/fbt6DfPnyWQUKFDDvzd69e72ec+TIkVbJkiWt/PnzW7fffrv19NNPWw0bNvS6z6effmrVqlXLHLdmzZrWmDFjrNTYv3+/eW2zZs1K3fdpDr1mnzhxwlq2bJnZ+NrffPNN829+nsTvgZv5CzAFw4YNS/IZPv7449bMmTPN9+3cuXOtbt26WcWLFzefja9y4mchEoj4a3zsWMsaMMCyChdOFCOFJFgNeiy1ur4wwmr4Thsr9IVQC8Ph2gqOLGj1/6G/9dmSz6zdx3f7+6UEjItdh+LOxqW4nT532uf7nor3jplSul9q9e7d2ypXrpwVl0y85RlTXComcK4dvOYzfgkJMe2Zze/9Dz74wOrbt68VGRlp7kcTJkywGjdubGKDypUrW8OHD7fOMYD3OPbdd99tYgzep27dutYff/xhzZgxI0n85DwnYy5er8qWLWuO1aJFC3N/T4xzoqKirLx581pXXnmlNXr0aBP/XAyP8dxzz1kFCxa0TnnErowtn3/+ebPf8zgrV660OnfubGK0okWLmjiL1+bUxJO+xIKXsmjRInNuzvXfX/GTkkrJUFAkkkEuXLCsdess6803LatrV8vKlcs7ssmXz7KuvNKyPvnEsnbtStehdu+2rP/9z7KuvtqyChb0PkxoqGW1bWtZI0ZY1tKl9mnJJS42ibN0nlufPt73jYxM+b4dO3rft3jx5O+XAUklBkJNmjRx7WcShH9Y//vvv2aLj4+3ateubRIjDAb4ugcOHGiSIGfPnjWPe+2110yy6ZdffjH777jjDhNYXSypdN1115ng5ddff7U2b95sTZ061fr+++9NQMHn4fVk/fr1VmxsrHX06FHzGCa7mISZOHGieQwDIAZU/KOemBDi14MHD7bWrVtnff3111apUqV8Siq99dZb5r146aWXzG0nT540QRKTDp5JJQYzjRo1stq1a2ctXrzYWrBggdW0aVPz+hw//PCDOQ8myXgezz77rHk/PBMSPDcm7vhat2zZYv7PAGos/6Lx0caNG81rW7VqVbL7lVTyllzA7Zm05P89P0dfkkoDBgwwnyMTo/zjg19v2rQpVeeVEz8LkUDHv+HnzGGy2bIaNEh6+S1Z8ZDV8YHvrA5v3WwVf62EV4KJW6OPGllDpg6x5myfY51LcCcEcpqLXYcSv2eeW59vvGOmyJcjU7xvxy+8f28Xf714svdLjUOHDpnkD5MXF+NLTMBrBxNOvXr1spYuXWqtWLHCfv2ASQx9/vnnJqZhgmP27Nkm9mAswNsmT55skidMLDnH40AgE0ncx/swoRQdHW1isrfffts8nrETNydhc+edd1pt2rQxz89r1KhRo0ycsmHDBrOf5x0aGmriOcZe77zzjlW4cGGfkkrjx483iZ1x48aZ2/g6nOf2TCoxOcfrZf/+/U3cMm3aNJM0c67BvsaTl4oFfTFlyhTz+aZ03VVSyY8UFIlkEv5M/fKLZd1+u2WVLp00smnUyC49mjePKf40HyY+3rL4+/ippyyrXr2khylTxj6Fn3+2rP/+xs+xskNS6cKFC+aiygvxE0884drPJIyTLCIGCUwg8f4O7udI1iRW11n83ihjvf766679HFFjBVJKSSUGLLxe8PgX++PfMxHEUTaOrs3j97kHBhw33HCD+feQIUOsOnXqeO1nhZCvSSWODrJiiq/1yy+/NCOF5JlUYhAXFhbmVdG0evVqcwyOfFHr1q2t+++/3+sYLVu29EpI8Djffvut132Y0OJjfcHA8rLLLrPaMvObAiWVgoM+C5HAt3OnPZbHMT2O7XleisPCE6wmfRdZ3V8ebtV/p4UVMjzEK5lR+NXC1oCfBlhjl4219p7wrmrN7oI1qbRw4ULze5kDXxfjS0zApFKuXLmSVLDyPo8++qjXbV27dk2SyGIcxjiLGHcx+cM4KjmMVRIngpjk4Tnu5khyomMxbiLGUX0SxakcJPE1qcRkFiuQ6IUXXrCuuuoqE3d5JpU++eQTkzDyrPz666+/zOtxKrsuFU/6EgteCr8XOZjKAVJ/x09+7akkIjkMm7j2729vbADAJv1//WVvixbZX3NjnyY2Bu/Vy+7F1LOn3TzAR04bJ26vvQawNVtMjL05LZ8+/9zewsPtVVR697Z7MdWta/dnyvHi4i7eU8sTm12lJHFjq23bkFH+/PNPM8+dc/cvXLhgVrjiymQO9gzwnOvPxsRsOpx4eXQut8reMVy9ir38PFcTZSPjZs2aMYJL9hy4uAQXg+jIbzYf8Rw4L7579+5JehM05lKIANauXZtkVdPWXGHRR5dddhnuuecezJ49G59//jluv/32JPfhMdg/gJujTp06pucC97HfEf/PlVYTn8eMGTPMv0+ePGneuzvuuAN33XWX6z7sk8Rlan3Bfg5ctv5vrjIpIiKZqnx5gL+uuZ09ay/wyzCMvZjWrw/F0j+aA9wwDOVqHEDNPpNwvnI0Vp2eiCNnjuCH1T+YjZqVbYY+1fqgd/XeaF62OcJCE8UHOUTckJRjpsTvyf4nUo6ZQkO8Y6Ztj6Q/ZkopfklLTEAVK1ZMtlcxYyVPjLnmzp2LlxnTe6xGypiLMRDjp/Lly190VdLE2B+Qz5H4MU4zbed1cKGuxHHLxIkTfTrGTTfdhGeeeQZbtmwxPZ7ffffdJPfhMdjTyLMHZNu2bU0sykVHuJDYpeJJX2LBi2Hse91115nn+/DDD+FvSiqJiH8w2cCV4rhx1TgmJvgLn5ENu3AfOmSvNMeN92VTcKfZd/36qcr8VKgA3HOPvTGA4qopTjNLLjjFxRy4Pf00m/S5m3136QLkz4+cKTXNkjPrvpfAhR54IWXiiCtg8ILtfah8SRoPN23aFN/weyqRtC7mkDdv3lQ/hudBf/31F8pxpUQPXJElI/C9YIPlYcOGYeHChabRZGZwXsunn36aJAnGZNulcEUyJgeZ/GJwKSIiWYeXnK5d7e3NN4HNm+0BOMZHHDvYvaEEdm+4iX9qIyJPAlpcthCFm8dgd2Q0Vh9eisV7FpvtxdkvoljeYuhVrZdp9t2jag8UjyyOnCJfRD6/3zcl1atXNyuXpbUZd5JzSiGOSy7meuGFF9CfA8mJMOmS1viJscWSJUuSxBgcZMwITE5dfvnlZrCMCbDevXubVVQzWlw6YkEnobR9+3az6EYgrLyqtZFEJDCULGmvi/vDD8DBg1weCnjqKbt0iFVNHErjql5cT7diRYDVE3/8wVKJVB2Gv6e7dbODJ15fGUC9/76dRMqTB9i5E/j4Y6BfP7tYigMIb71lJ598HOyRLMIAplq1aqhQoUKShFJymjRpgo0bN5ol7Pk4z41VNdzKlCljkjCeFTcMXlLCaiiOTHE1s+Q4lVIcWfMc+WPAwNVNE5+HM0JYu3ZtLGL1nofEy9xeCquTeF79+vVDkSJFkuznMXbu3Gk2B1dfO3r0qDlH5z6e70fi8yhVqpRJ6HFEL/FrSWlVMeLIGhNKTHYxILrYfUVEJGtUrcpkv51U4tjen38C999vh13xZ8Kw6Jc2mPzMS1j98BJU/iUW3U9+gQ7FrkWh3IVw6PQhfLPqG9z4640oOaokWv+vNV6a9RKW7FmCC9YFf7+0HIsr1vbs2RNjxowx1cWJ8Zrva0yQGoy5WLWTODbgFhoaigYNGphV2zds2JBi/OQZOxEreHjb/v37kzxn6dKlfYpbfI2fZs6ciVtuuSXZATIeg5VYnu/n3LlzzeuqWbOmT/GkL7HgxRJKjGenTp3qqtDyu3RPoMuG1BNAJMBs22ZZH3xgWZddZll58ng3AMid27J69rSsd9+1rM2b03UYLvYQHW1ZDz5oWVWqJG37w9u476+/2PzYyhYuNtc6kCXXqPtS+9mwmqupcSU1NnhkU2nOj+eqaDvZZMKyrFdffdU0mea8+rVr15rVPC7VqPvWW281jbr5GOc52eCadu3aZRooslElexA4jSbZ8LpYsWLmdjaaXLJkifXuu++6mluzbwAbJrNHFBtkf/PNN1bp0qV97qnkOHjwoNcqJp49ldhviU0527dvb47PvguJm3Ky4ThXJGHzTfY9GDp0aJJG3VwFhn2p2AyT92ETdN7/jTfeSPE877vvPnMubEbpNOHk5nmuntRTKTjosxDJntiKcM0ayxo92rK6dLGs8HDv+Chv/nir7cBZVs9RT1u132mQpAdQyVElrUHjB1k//PuDdfjUYSsYBWu8RGwCzRiCvRp//vln03iar4XXbTaK9jUmSG6RB89+RJ7YfDo8PNw05uZiKTzed999Z+IfB+OxevXqmX5OjJ/YpDsmJsbs4yqkfF4ufnLgwAETw9GNN95oGn47i4PwPNm76c8//zT758+fb3obsYE3X+d7772XqkbdznvBYzp9ORP3VOK5sGfS1VdfbRp1T58+3apSpYpXo25f4slLxYKJccEZLsTC3kzLly/3ip88e4h6UqNuP1JQJBLA+EcnszpsHlyxYtLMDy+Ojz9uWdOnswtzuheu49/n3btbVkSE92GY2+rd27Leey/duSy/yklJJeKFl0u6cql0NvZmEMALvfP7no0UmTDiiiMMQrj6WuIlYBMnlfjecdlYZ+WsatWqmaSK48UXXzTBHJNLTsDBgIXNINk4nE0vS5QoYfXs2dOaNWuW63FcBYXPxfNkkMfnTG1SKTHPpJIvywfTyy+/bN4vrqbH83/qqaeSBJVMejEY5etn88oOHTpctClociuXcfM8N09KKgUHfRYiOWvdlTvusBc/SRyK1Wy+0+o55BOr/ftXWflfye+VYAp7Icxq93k765XZr1jLY5d7LZ4RyII1XnLs2bPHeuCBB0yc4Kzyyeu/kyjxJSZITVLJSSxxpTYOPDGuatGihWly7bky3W233WYSKxzAYoLJSQ7Rvffea/bx+XlsJ7HCAS4mlhg/MfZiM20OaDn+97//mcQLj9u3b19r9OjRqUoqJZY4qUQ8Hht687yLFi1qYkln4NDXeNKXWNDT1q1bU4yfPM/NH/FTCP/j72qpQHP8+HFTtsamrYEwR1FEUsBfX2vXupt9c4qcZ6ksGzL36GH3YmIn7v9KY9OCU5+nT3f3YvKoDjZq1rSn0PEwHTrY0+yCAeeLb9261Uw/4hx3kWD7PtU1O3DosxDJmaHYihXu+Gj+fLtrgaNgkXg07vc38jSIxpbQaGw8utbr8WULlEXvar1NL6ZuVbqhYO7A/N2heEmC0Zksip+UVEqGgiKRIMV54ZMnuyObAwe893NlCmZ+mGTivxOvTOYj/tZcs8Z9GOayzp9372evQja9dJJMbBQeqBQkSTBQUik46LMQkcOH7VCMY31cf4VtMj3Va7cNUV1icLxUNJYdnY5T50659oWHhqNdhXZmRTkmmeqUqGOaTAcCxUsSjM4oqeQ/CopEsgEOky1e7K5iStxsmY3BmfFhgonduAsXTvOhjh0Dpk51r5gSG+u9n73GnRXl2rYFcuVCwFCQJMFASaXgoM9CRDyxeJyhmDMIx397KlbqDBpeMRsRdaOxwYrGlmMbvfZXKFTBVcXUpXIX5I/w35K8ipckGJ1RUsl/FBSJZEN799pZHyaYOITmuTwoVw5jtocJJm61awNpHBlzysB5GB4uSRl4QTuHxXwWt7Jl4VcKkiQYKKkUHPRZiMjF7NtnVy85oRgH5RwsHm/YeRPKdozBkeLRWHp4Js6cP+PaHxEWgQ4VO7iqmGoUq5GlVUyKlyQYnVFSyX8UFIlkc/Hx9pw1Dpsxslm3znt/pUp2comlRZ07A3nzpqsMfMoU+1BMMiWekdeokXuaXKtWdn4rKylIkmCgpFJw0GchIr46d84eeHOqmFat8t5fOuoUGlwxE6E1o7H2fDS2H9/qtb9y4comucStU6VOiMwVmannq3hJgtEZJZX8R0GRSA6zZYt7mtzMmcDZs+59TCh16eKuYkpHgyRWLHEWnjNNbtEiu7LJwRl4PXvaSaZevewZell1salUqRLypiN5JpKZTp8+jW3btimpFOD0WYhIWnEBFCfBxJYCp9ytlhAWbqFZjw0o2S4aBwtHY8mh2YhPiHftzxOexySWnCqmqkWrZvj5KV6SYHQ6i+InJZWSoaBIJAc7edJe5s1JMu3albRBkpNgatMmXaVFrFqaNMkOoPh/VjUl11ecG/8dFoYMd+7cOWzatAlly5Y1v/dEAhGvx3v27EG1atWQK1FTMl2zA4c+CxHJCBzbmz3bnWTasMF7f1TVONTtOx2oFo3VZ2Ow88QOr/3Vi1Z3VTFxyhyTTumVkJCADRs2oGTJkihWrFi6n08kKxw6dAj79+9HjRo1EJboDwkllTKZgiIRMfjrkfXYTC4xqpk3z7tBEpMwLC1igonz10qUSFczS1YuOQHU0qXe+4sXt6uXeBgeMqPiGV4CduzYYZJLTCyFpnFFPJHMcuHCBZNQYjKpQoUKSXpo6JodOPRZiEhm2LTJXeU9Y4Z3QXlEbgvNe69B8dbR2FcwBosPzMH5C+4leTktjk2+WcXUu3pvVCpcKc3nERsbi6NHj5rEUmRkZMCsTCeSXHx/6tQpk1AqXLgwypQpk+Q+SiplMgVFIpIslhKxpMhZJ/fQIfc+BhYtWrh7MTVubHedTEdfcR6CAVRyzSxbtnRXMbEvU3pyQfHx8aakm3+8iwQiJjtZuh0REZFkn67ZgUOfhYhkNk6LY2LJaYu5fbv3/qp1jqP2ZVORUDkGK05FY0/cHq/9tYvXdlUxtavQzjQA9xX/bN67d69JLIkEg8KFC6N06dLJJkCVVMpkCopExOfSImea3PLl3vs5IsCyIiaZunWzl31LZzNLZ5Ru5Urv/aVK2Ydigokry7E3U2oxocTkkkggYjIppSo6XbMDhz4LEclK/Ct27Vp3lfecOcB5d5ESIvNZaH75ShRpHoM9+aKxZP88JFgJrv35I/KjW5Vuriqm8gXL+zwVjhXeIoEsV65cSaa8eVJSKZMpKBKRVNu92876MMHE5d7Ym8nBHjDt27t7MdWoYVc2pRHbPDkJJjazjItz7+O1g62enCqm+vXTdSiRgKdrduDQZyEi/nT8uB0XOUmm2Fjv/bUbH0X1XlMQXzEay07EYN/JfV7765esbyqYelfrjTZRbZArzLuHn0h2clxJpcyloEhEMqzDJJNMGzd6769SxZ1g6tgRSMfStCwu+vtvdwDFETtP5cq5q5hYMFWgQJoPJRKQdM0OHPosRCRQ8C/cFSvc8RErvj1n+RcsdAEtrliOAk2isTNPNJbuX4gLlvsOBXMXRI+qPUwVU69qvVCmQNKeNCLB7LiSSplLQZGIZCgmlZxm37Nm2ZkgR2Qk0LWruxdTVFS6DrVtm7uKado0LiWatGCKh2GiqXZtVTFJ8NM1O3DosxCRQG6LyR6VTlvMgwe99zdsdQhVekzG6XLRWHxsIg6e8r5D49KNXVVMLcu3RHho2lf/FQkESiplMgVFIpJpOFeNtdlOkmmPdwNJM1/NqWJq1QoIT3vQcuaMncNykkyJC6YqVnRPk+vcGciXL82HEvEbXbMDhz4LEQmWtpiLF7urmPhvT0WLJ6D5FUuQr1E0toZHY/n+xbDg/pO5SJ4i6Fmtp6li4v9L5iuZ9S9CJJ2UVMpkCopEJEtrs50E04IF3rXZRYoAPXvaCaZevYDixdN1OCaVnATTzJneS/Lmzm3PxHOSTNWrp+tQIllG1+zAoc9CRILRvn3uFXe5yG/iFXebtN+Pil0nIa5MNBYdmoQjZ4649ocgBM3KNnNVMfHfYaEpN0cWCRRKKmUyBUUi4heHDrmjGv6ftdoOzlNr2dI9Ta5x43TNXfNckpcbp815qlrVnWBisilv3nS8LpFMpGt24NBnISLBjqvHsf+S0xZz1Srv/aXLnkfTKxYhT/1obAqJwYr9S732F48sjp5Ve5okE/9fLLJY1r4AER8pqZTJFBSJSEBENQsXuquYWNHkqUwZO+PDJFM6O3DzKrB+vTuA4pK8nivlMqHE6XFOLyb2GRcJFLpmBw59FiKS3ezc6b3irufivuxQ0LxLLMp3mohjJaKx8OAUHDt7zKuKif2XOE2ud/XeaFKmCUJDQv3zQkQSUVIpkykoEpGAs2uXu6wocVTDDtwdOrirmGrUSFcV04kTwPTp7sPx0J5q1nQnmHhYTp0T8RddswOHPgsRyc7YNoADb058xAE5T1EVz6HJFQsQXica6y9E498DK732s/cSV5JjkokryxXJWyRrX4CIByWVMpmCIhEJ+KiGHbid0qJNm5LOXXMSTJy7lidPmg/FK8Tq1e4Aau5cu4jKwebeXbq4k0xs/i2SlXTNDhz6LEQkJ9m82V3FxJYCXCDFEREBtOqxC2XaT8SR4jGYv28KTsSfcO1nxVLr8q1NHyZOlWtUuhFCtCSvZCEllTKZgiIRCSobNrinyTHZ5Dl3LTLSnh7nJJnKl0/Xodi8koVSPBQDqdhY7/116rh7MbVtawdVIplJ1+zAoc9CRHIq9qrkIijOeF+SXpU14tHw8nkIrRmNtedisPrgv177y+QvY1cxVe+D7lW6o1CeQln7AiTHOa6kUuZSUCQiQYtz15ysD7c9e7z3N2jgTjC1amU3BEjn4nVOgmnePO/F6/LnB7p3d1cxlSuXjtclkgJdswOHPgsREe9eldxmz07aq7J1rx0o2TYGh4rEYN7eqTh5zt3WICwkDG0rtHVVMdUvWV9VTJLhlFTKZAqKRCRb4K/35cvdw2YLFti3OYoUAXr1spNMPXsCxYun63BHjgCTJ9sJJm779yfNZzG5xCRT69Z2KyiR9NI1O3DosxARSX68b9o0d5Jp927v/TXrnkX9y/4Gqkfj3zMxWHdordf+cgXKuRJMXat0RcHc+v0q6aekUiZTUCQi2dLBg8DEiXZEw/8zC+TgCBgrl5wV5Ro1Slezb1YsLVvmDqC4kJ3n1aZQIXcVE/NaXMxOJC10zQ4c+ixERC6OsdCqVe74iFXeCQneVd5t+mxDidYx2FcwGnNjp+H0+dOu/eGh4Whfob1JMnFFubol6qqKSdJESaVMpqBIRLI9dttm5ZJTxbTSe4USlC3rbo7EnkwFCqQ7n8UqJh5u0iT7a0+NG7sP17IlEBaWrsNJDqJrduDQZyEikjoc35syxV3lvW+f9/76jc+gTu/ZSKgSjZWnYrDh8Aav/VEFo0wFE5NMrGLKH5E/a1+ABC0llTKZgiIRyXF27rSjGSaY2JOJHScdnKfWoYO7iqlGjXRVMXFEbvFidy+mf/7x3s9ZeZyNx6lyrGIqWTIdr0uyPV2zA4c+CxERZFqVd+HCQJvLNqNoyxjsyReNebEzcOa8e8m5iLAIU8XkJJlqFa+lKiZJkZJKmUxBkYjkaFwTl10lmWDixjVzPVWp4m723akTkCdPug7HUTlWLzHBxP8nnpXXrJm7FxP/rSom8aRrduDQZyEiknFY1c24yOlacPiw9/4mLU6jZq+ZOF8pBktPRGPzEe94rVLhSq5eTJ0rdUa+iHxZ+wIkoCmplMkUFImIeNiwwT1NbtYs7yVMIiOBrl3dc9cqVEj3rDyOzDHBxENyxM4Te4mziomH4v+LFUvX4SQb0DU7cOizEBHJHKzyXrTIXcW0dGnS+KhN340o1Cwau/PGYO7umTibcNa1P3dYbnSs1BF9qvUxvZiqF62uKqYc7riSSplLQZGISAri4uzpcSktYVKvnruKqU0bIDw8XYeLjXX3FmdPpuPH3fsYC7H/Eg/FSqYmTYDQ0HQdToKQrtmBQ5+FiEjWuFh8xFioeduTqN59Bs5WiME/R6Ox7eg2r8dXLVLVVcXUqVIn5M2VN+tfhPiVkkqZTEGRiIgPePlgg29WMDGqmT/fbgjgucQby4mYZMqA5kgskOIhnF5MiXuL8+mZXOLWo4fdm0myP12zA4c+CxGRrMf4iKvIOVXeXF3OU6nSFtr0XY8CTaKxI3cM5u6ahXMX3FXnecLzmOlxTpKpatGqWf8iJMtlm6TS7NmzMWrUKCxZsgSxsbEYP348rrzySp8eO3fuXHTs2BH16tXD8uXLvfaNGTPGPO/evXvRsGFDvPfee2jRooXP56WgSEQkDQ4dsofLmGTi8Bm/9iwrat7cPU2uadN0lxXt2uVeLYUrp7CIysGnbt3aXcXUqFG6eotLANM1O3DosxARCZy1V5hgYnH5yZPufSwgb9UhDlW7TcepctFYcCgaO4/v9Ho8p8Y5zb45ZY5JJ8l+jmeXpFJMTIxJDjVt2hT9+/f3Oal09OhR85hq1aph3759XkmlH374Abfccgs++ugjtGzZEm+//TZ++uknrF+/HiV9HCVXUCQikgGT/7msm1PFlHjyv1NWxComlhWxqikd4uOBv/92B1Fr1njvL13aXcXUvbu9gopkD7pmBw59FiIigeXsWWDOHHfXgvXrvfeXj7LQ+oo1iGwYjS1h0Zi/+2+cv3DetT9veF50qdzFJJjYi6lKkSpZ/yIkU2SbpJInNgrzNal0/fXXo3r16ggLC8OECRO8kkpMJDVv3hzvv/+++frChQuIiorCQw89hGeeecanc1FQJCKSwfbscWd8WFZ04oT3sFnbtu5eTHXqpLusaPt2dxUTR+lOnXLv4+pxbPfkrCjXoIGqmIJZTrxmq9JbRETSggv6OuHYjBn2gr+OiAigTefjqNRlGk6WicH8gzHYdXyX1+NrFqvpSjB1qNhBVUxB7HhOTip98cUX+PDDDzFv3jyMGDHCK6kUHx+PyMhI/Pzzz17PM2jQIFPd9NtvvyX7nGfPnjWb5xvMRJSCIhGRTOCUFTlVTOvWee+vWNHO9jDJ1LmzvcJcBo3SMZBKfLiyZd1VTN26pbtoSrJYTkxkqNJbRETSiwNuM2e6q5i2bvXeX6myhVZ9/0XeBjHYFMIqprleVUyRuSLdVUzVeqNykcpZ/yIkzXJsUmnjxo1o164d5syZgxo1amD48OFeSaU9e/agXLlyJuHUms00/vPUU09h1qxZWMh1qpPB53nhhReS3K6gSEQkC2zZ4o5opk+3s0CO3LntxBITTNwqpz9gYdDkVDFNmwacPp20aMqpYuJidqpiCmw5PZGhSm8REUkvZgQ4Nc6pYpo1y24A7siTB2jb9RgqdZ6G46WiMXd/DPac2OP1HLWK13I1+25foT1yh+fO+hciPsvIa3bQLL6ckJCAgQMHmuQPE0oZaciQIebNdLad7G4mIiJZo0oV4MEH7Sjm8GHgjz+A++4DKlSwE0xs+v3QQ/b9atcGnnjCTj6x4ikNmJe6/377MDzcpEnAo48CvLScP28HUvwbmtPieAp33w2MH++9XK9IsGGl95YtWzBs2LAk+1jpzal03Viq95/Q0FDz9XwuuZgCVnkzKPXcREQk+HAArVYt4LHH7C4FjI84yeeee4CoKHua3LS/CuF/T/THTzd/hsiPdmHg8RW4vcJItIvqgLCQMKw7uA5vLXgL3cd1R7HXi+GK767Ah/98iG1Ht/n75UkmC0eQOHHiBBYvXoxly5bhQf7x8d8oGgutwsPDMXnyZFPFxNE3lnR74tel2aU1Bblz5zabiIj4Gae6XX65vXHYjB23nWlynDLHuWvc3ngDKFDA7rrNCiaWFpUpk+rDceSNfcK5vfWWu9cAN/Ya4Apzn35qb6xiat/ePVWubl1VMUlwYKU3q41Y6c2YKbGDBw+awbtSpUp53c6v1yWeL+ph5MiRyVZ6i4hIcMufH7jiCntzwjGnqJzh2KaNIdj0ZgMADRAZ+Qy6dT+GCh2n4ljJaMzZG4PYuFj8seEPs1Ht4rVdVUztKrRTFVM2EzRJJZZkrVq1yuu2Dz74ANOnTzc9lCpXroyIiAjTK2DatGmuMnAmnvi1k4gSEZEgwYwNMzfcnnqKDWHs4TMnqtm/H/j1V3ujJk3cvZiaN7c7cqdS1ap20RQ3Totj1ZJTCr5pk51o4sbT4cidM02ua1c7ABPJaZXegwcPTtKTUkREsmc49uSTduU2F0FxwrHYWGDSb4WA364GcDVq1bbQ7fKViKgbjfUJMZi/ax7WHlxrtjcXvIl8ufKha5Wu6FOtj2n4XaFQBX+/REknv/ZUiouLwyZG6QAaN26MN998E507d0bRokVRoUIFE6zs3r0bX331VbKPT9xTyWk0ycbcH3/8sVmxhI0mf/zxRzPSlngELiXqCSAiEuAuXACWLrWrmLj984/3/mLFgF697AQTy5D4dTrxcuUkmNjY0nPFlFy57ComJpiYaOIsPVUxZY2cfs2+VE8lNucuUqSIqeR2OJXevM2p9E7LQieJ5fTPQkQkp2EmYeVKd4Jp3jw7RHNwwK1Dz6Mo32EKjhaPwezYGOyN2+v1HHVL1HWtKMcqpoiwiKx/ITnQ8ezSqHvmzJkmiZQYg5ixY8fi1ltvxbZt28z9fE0qEZtMOkviNmrUCO+++65pQOkrBUUiIkGG057ZHIkJJv7/2DH3vtBQoFUrO+PDrVGjdGd8nBVTnCQTe40nXsDOqWLq0gXIly9dh5OLyOnX7EsllZhAWsN5Cxep9M6XL5+JkzgY995777kexwE+VnqrUbeIiPjiyBF3UTljJBaVe6pX/wKaXbYC4bVjsPZcDObvnocLljsLlT8iP7pV6eZaUS6qkKpfM0u2SSoFKgVFIiJBjMuVsLmwM2yWaOq06b3kJJjYmDidv+d5Fd240XvFFM8F7CIigA4d3FVMNWuqiikj5cRrtiq9RUQk0LFiadkydzjGhdg9Mw+8THTqdQRl20/B4WIxmLU7BvtOevdGrleynqsXU9uotsgVlivrX0g2dVxJpcyloEhEJBvhip5OxodNAE6edO9zum9zmhyzPlz6JJ0ZHz49q5icIGrbtqSrzznNvlmsqyqm9MmJ12xVeouISLA5eBCYPNmOjbiw76FD3vsbNb6AJn2WI6xWDP49G42Fuxd4VTEViChgqpiYYOpVrRfKFyyf9S8iGzmupFLmUlAkIpJNsYRo9mx3xmfDBu/9lSq5q5j4RztXo0sHXmHXr3evKMcqpvh4934uPNqxo7uKqXp1VTGllq7ZgUOfhYiI+CIhAVi82B2O8d+eihQBOvU+jDLtpuBg4WjM3D0R+096z6WrX7K+q4qpTVQbVTGlkpJKmUxBkYhIDsEpRE5Ew6oOz3lrefLYiSUnyVSlSroPFxdnrx7n9BrYvt17Pw/hJJg6dUp3TitH0DU7cOizEBGR9LTGZHzE/3PBXwcH25o2u4DGfZYhpEY0Vp2OwcLdC72qmArmLmhXMVWzq5jKFSznnxcSRJRUymQKikREciDOW3MyPmz4vWOH9342Q2LGh1PlOGWOzZLSgVffdevcCSYWULEdlGdOi4klZ6ocq5gkKV2zA4c+CxERSa/z5+3+S058xL5MnooXBzr3OYRSbSZjf6EYzNg5EQdOHfC6T4NSDVzNvlXFlDwllTKZgiIRkRyOl0aumOVUMf39tx3leK6RyybfThVTufSPiJ04AUyf7g6i2ArKU9Wq7gSTqpjcdM0OHPosREQko+3ZY/dgYnzEleWOH/de4LdFywto2HsJUC0GK07aVUwWrCRVTE6SSVVMNiWVMpmCIhER8XLsmHuNXG6s0/bUsKE7wdSqld0APB14ZV692t2LiTmtxFVM7MXEBBMPmZOrmHTNDhz6LEREJDMxFpo3zz0Al3iBXy5W2vmygyjRajL2FWAV06QkVUxOL6be1Xvn6BXljiuplLkUFImIyEXXyOWqWZwil9wauewu2bOnne3p1QsoUSJDqpimTXMnmVTF5KZrduDQZyEiIoGywG9YGNCq9QU06LkEVvUYLD+RtIrJWVHOSTLlpBXljiuplLkUFImISKrWyHW6S7I++/Bh7+6SzZu7q5iaNrVrtTNgZp6TYJozx7uKiSvKJe7FlJ1XlNM1O3DosxAREX/hWius7HaqmNau9d5fpgzQqc8hlGw9GXsLxGD69qS9mOqVrOeaJte2QltEhKWvf2YgU1IpkykoEhGRNK+R63SX5Ja4u2TJku45az16AIULZ1gvJifJlLi/OFeUcxJMXMwuu1Ux6ZodOPRZiIhIoNi2zR0bsdr71CnvKqbWbS6gYa+lsKrGYFlc0hXlWMXUtUpXV5IpqlAUspPjSiplLgVFIiKSod0lOVWOPZmYAfKMaNq2dVcx1auX7pIiXtE5MueM0iVXxcReTDxcdqli0jU7cOizEBGRQHTmjB0TOVPl1q/33l+2LNDlssMo3vK/KqYdE7H/5H6v+9QtUdc1Ta5dhXZBX8V0XEmlzKWgSEREMlx8PDB3rh3NMMmUuC67fHk723PZZUCXLvYKc+mUE6qYdM0OHPosREQkGGzd6k4wMU46fdq9j2uttGnLXkzLzIpyS4/HYMHuBV5VTPkj8qNr5f+qmKr3RoVCFRBslFTKZAqKRETErxFNRIS7pMhZ3i2DqpicBNPs2clXMTlJpho1gqOKSdfswKHPQkREgrGKadYsd3y0YUPSMb9OvQ+jZOsp2Js/BtO2T8S+k96rANcpUcc1TY5VTLnDcyPQKamUyRQUiYhIlmJCaeZMdxUTE07JLe/GBBO7cOfNm+5DxsXZuSxnqlziKqbKlb2rmPLlQ0DSNTtw6LMQEZFgt3mzO8HEOIlJJ88qprbt2ItpuenFxCqm+bvme1Ux5cuVz6sXU8XCFRGIlFTKZAqKRETEb3hZ5jAZk0uMaDh85llSlCePPT3OSTJxDlsGHPJSVUwdOrgPGUhVTLpmBw59FiIikt3G/JwqJg7CbdrkvT8qCujS5whKtJqC2P+qmPbG7fW6T+3itV3T5NpXaB8wVUxKKmUyBUUiIhIwnMZIzopyu3Z5769Z0z1Nrn17OwOUQVVMTpJp+/bArWLSNTtw6LMQEZHsjEklJ8HEAnPPKqZcuYB27S+gYY8VsKrFYMkxu4opwUrwqmLqUrmLK8lUqXAl/7wQJZUyn4IiEREJSLxkr17tTjCx8ff58+79zO507epe3q1ChQw55Lp13lVM7DmeXBUTN+a4srKKSdfswKHPQkREcopTp+wqpuj/QrItW7z3MwRjFVPJVlOxJ59dxRQbF+t1n1rFa7mmyXWo2CFLq5j8mlQaPnw4hg4ditDQUK/beTL33nsvvvvuOwQ7BUUiIhIUjh0Dpk51RzR7vUuuUbeuu4qpbVt7GC0DqphmzHAnmbZt895fqZI7wcRZepldxRQs12zFTyIiItmTZQEbN7pjI1YxnT3rvf5K+w6WqWK6UNWuYpq3c55XFVNkrkh3FVO13qhcpHL2TSpFRUWZ7euvv0aV//o4zJw5E7fccgtKly6NRYsWIdgpKBIRkaDDy/ny5e667PnzgQvuxpHg9ax7d3fGp2zZTK9ichaxy8wqpmC5Zit+EhERyTlVTDNmuEOyxOuvcACuS5+jKNFyKmLzxWDKtpgkVUw1i9V0TZNjFVOe8DzZJ6l05MgR3HPPPZg4cSLeeOMNbNiwAe+88w6efPJJvPDCCwhnS/Qgp6BIRESC3uHDwOTJdjQzcSJw4ID3/kaN3NPkWrWylzTJgiqmf/4BihdHjrtmK34SERHJueuvxPyXYOKUucQDcB06sopppVlRbvHRGMzdOderiqlCoQrY9sg2hGTgyFxA9FT6v//7P7z66qsmCIqJiUFX9nDIJhQUiYhItsKKpSVL3NPkmNnxvPwXLgz07GknmXr1AkqWTPch+fTr17sTTAyiWBzFngMZWa0UbNdsxU8iIiI518mT9gAcw7HkBuC4GErXy46ieAtWMU00VUydKnXCN/2/ydDz8HtS6b333sMzzzyDK6+8EkuWLEFYWBi+/fZbNGzYENmBgiIREcnWWLU0aZK7iunIEe/9zZq5ezHx32FhGRJEsfy7Xj3k2Gu24icRERFJqY0AB+DOnfNeDKVjJwvd+sThiYcKBOygXKqTSr169cLixYvx0Ucf4ZprrsHp06cxePBgjB071pRvP/XUUwh2CopERCTH4Opx7OfjDJktXeq9n3PVnCom/r9YMQSSYLlmK34SERGRS7URmD7dPVVuxw779iZN7ILzjOTXpFL37t3x5ZdfomyiBp9//fUX7rzzTsTGejeYCkYKikREJMfidZzVS4xm2JPp+HH3Pq5c1rKl3YeJSabGje3b/ChYrtmKn0RERMRXzNKsXWsnmDi+N2gQstf0t5QcPHgQxTOy+6afKCgSERGBXYPNVeScXkyrVnnvL1XKnWDiynLszZTFssM1W/GTiIiIBOs1O03Di3PmzMFNN92E1q1bY/fu3ea2cePGYR0nBIqIiEj2kCsX0KED8OqrwMqVdh32J58AV14J5MsH7NsHjB0LXHedPYzmed+MG7PKNhQ/iYiISHaT6qTSL7/8gp49eyJv3rxYtmwZzp49a25nhuuVV17JjHMUERGRQBAVBdx1FzB+PHDoEDB1KjB4MFC7NpCQwKwJMGQIwMbTnvc9cQI5neInERERyY5SnVQaMWKEaTL56aefIhdHMP/Ttm1bLE3c3FNERESyJy5J0rUr8MYbwJo1wJYtwJgxwGWXAXnzAqzE+ewzoH9/u7l3ly7A6NE5NsGk+ElERESyo1QnldavX48OLG9PhPPxjh49mlHnJSIiIsGkcmXg/vuBP/+0q5jY7Pvhh4GqVe3eTDNmAEOH2lPqciDFTyIiIpIdhaf2AaVLl8amTZtQqVIlr9v//vtvVKlSJSPPTURERIIRK5V69rS3d94BNm60ly9hsilPHuREip9EREQkO0p1Uumuu+7CI488gs8//xwhISHYs2cP5s+fjyeeeALPP/985pyliIiIBK/q1e0tB1P8JCIiItlRqpNKzzzzDC5cuICuXbvi1KlTppQ7d+7cJih66KGHMucsRURERIKY4icRERHJjkIsK21r/sbHx5sy7ri4ONSpUwf58+dHdnH8+HHT44ArshQsWNDfpyMiIiLZ5Jqt+ElERESy0zU71ZVKjoiICBMMiYiIiIhvFD+JiIhIduJTUqk/lwP20a+//pqe8xERERHJFhQ/iYiISHYX6sudWBblbCyNmjZtGhYvXuzav2TJEnMb94uIiIiI4icRERHJ/nyqVPriiy9c/3766adx3XXX4aOPPkJYWJi5LSEhAffff7/mz4uIiIj8R/GTiIiIZHc+VSp54lK4XKnECYiI/x48eLDZlxqzZ89G3759UbZsWbO87oQJEy56/7///htt27ZFsWLFkDdvXtSqVQtvvfWW132GDx9unstz4/1ERERE/CUj4ycRERGRQJHqRt3nz5/HunXrULNmTa/beRuXyk2NkydPomHDhrj99tt96juQL18+PPjgg2jQoIH5N5NM99xzj/n33Xff7bpf3bp1MXXqVNfX4eFp7kcuIiIikm4ZGT+JiIiIBIpUZ1tuu+023HHHHdi8eTNatGhhblu4cCFeffVVsy81evfubTZfNW7c2GyOSpUqmcaWc+bM8UoqMYlUunTpVJ2LiIiISGbJyPiJld6jRo0yPZliY2Mxfvx4XHnllSnen4NwnH7HBNapU6dQsWJFMyj32GOPeVV6v/DCC16PYwKMjxERERHJsKTS6NGjTcLmjTfeMIEMlSlTBk8++SQef/xxZKVly5Zh3rx5GDFihNftGzduNFPq8uTJg9atW2PkyJGoUKFCis9z9uxZszmOHz+eqectIiIiOUtGxk+q9BYREZFAEWJZlpXWBzvJl4xoMMneR5caaXOUL18eBw4cMKXkHFl7/vnnXftiYmIQFxdnRtcYtHHUbffu3fj3339RoECBZJ8vudE5OnbsmJpnioiIBDDGIlw9LZiu2f6KnzwxGcWk0rhx41yxEHtbLl++PEd9FiIiIjnR8Qy8Zqe6UbcnHtwfQQOnu3FJXq6g8vbbb+O7775z7eN0umuvvdaMxvXs2RPR0dE4evQofvzxxxSfb8iQIebNdLadO3dm0SsRERGRnMZf8VPiSu+OHTsmW+ldpUoV3HjjjdixY8dFn4dV3gxKPTcRERHJWVKdVNq3bx9uvvlmE3SwLJorl3huWaFy5cqoX78+7rrrLtMPgKNrKSlcuDBq1KiBTZs2pXif3LlzuwI8fwd6IiIikv0EQvzESm/GPM2aNcMDDzyAO++807WvZcuWGDt2LCZOnIgPP/wQW7duRfv27XHixIkUn4/tBTjK6WxRUVFZ8jpEREQkcKR6svytt95qRq445Yy9AFh27U9cMcWzH1JinArHppgM5ERERET8IRDiJ1Z6My5asGABnnnmGVSrVg033HCD2ee5cAqrvZlkYkNvVnqzwXhKld6DBw92fc1KJSWWREREcpZUJ5XY3JFBSaNGjdJ9cAY2nhVEHBXjXP6iRYuaxtoMVtgP6auvvjL7x4wZY26vVauWa/UTNr58+OGHXc/xxBNPoG/fviYQ2rNnD4YNG2ZGAJ2gSURERCSrZWT8lJ5Kb2K1NyunWOmdUnzka6U3NxEREcm5Up1U4ghUOnp7e2FfpM6dO7u+dka7Bg0aZEqw2Wjbcz4/q5KYaGLyiaXjVatWxWuvvWZWMHHs2rXLBEiHDh1CiRIl0K5dOzMix3+LiIiI+ENGxk8ZQZXeIiIi4pfV3yZPnmyWw/34449RqVIlZEdavURERCQ4BMs1OyPjJ89K78aNG+PNN980g3SpqfRmT0pWeo8YMSLFSm9Wj69Zs8bngblg+SxERERyuuMZeM1OdaXSgAEDcOrUKVMlFBkZiVy5cnntP3z4cLpOSERERCS7ycj4SZXeIiIiErSVSl9++eVF9zOgCXYaaRMREQkOwXLNVvwkIiIigcKvlUrZIegRERERyUqKn0RERCQ7Ck9NJssXGpkSERERsSl+EhERkezM56QSl5YNCQlJcT9n0XF/QkJCRp2biIiISFBT/CQiIiLZmc9JpRkzZmTumYiIiIhkM4qfREREJDvzOanUsWPHzD0TERERkWxG8ZOIiIhkZ6H+PgEREREREREREQk+SiqJiIiIiIiIiEiqKakkIiIiIiIiIiKppqSSiIiIiIiIiIhkXVJp06ZNmDRpEk6fPu1aEldEREREUqb4SURERHJ0UunQoUPo1q0batSogT59+iA2Ntbcfscdd+Dxxx/PjHMUERERCWqKn0RERCQ7SnVS6bHHHkN4eDh27NiByMhI1+0DBgzAxIkTM/r8RERERIKe4icRERHJjsJT+4DJkyebsu3y5ct73V69enVs3749I89NREREJFtQ/CQiIiLZUaorlU6ePOk1wuY4fPgwcufOnVHnJSIiIpJtKH4SERGR7CjVSaX27dvjq6++cn0dEhKCCxcu4PXXX0fnzp0z+vxEREREgp7iJxEREcmOUj39jcFP165dsXjxYsTHx+Opp57C6tWrzUjb3LlzM+csRURERIKY4icRERHJjlJdqVSvXj1s2LAB7dq1Q79+/Uw5d//+/bFs2TJUrVo1c85SREREJIgpfhIREZHsKMSyLMvfJxFojh8/jkKFCuHYsWMoWLCgv09HREREUqBrduDQZyEiIpLzrtmprlSqVq0ahg8fjo0bN6brwCIiIiI5heInERERyY5SnVR64IEH8Ndff6FmzZpo3rw53nnnHezduzdzzk5EREQkG1D8JCIiItlRqpNKjz32GP755x+sW7cOffr0wZgxYxAVFYUePXp4rWoiIiIiIjbFTyIiIpIdZUhPpQULFuC+++7DypUrkZCQgGCnngAiIiLBIZiv2YqfREREJNiv2eHpefCiRYvw7bff4ocffjAnde2116brZERERESyO8VPIiIikl2kOqnE5XC/+eYbfPfdd9i6dSu6dOmC1157zSyLmz9//sw5SxEREZEgpvhJREREsqNUJ5Vq1aplGkyy4eT111+PUqVKZc6ZiYiIiGQTip9EREQkO0p1Umn9+vWoXr165pyNiIiISDak+ElERESyo1Sv/qaASERERCR1FD+JiIhIjq1UKlq0qOkFULx4cRQpUgQhISEp3vfw4cMZeX4iIiIiQUnxk4iIiGR3PiWV3nrrLRQoUMD174sFRSIiIiKi+ElERESyvxDLsix/n0Sg4fK+hQoVwrFjx1CwYEF/n46IiIikQNfswKHPQkREJOdds1PdUyksLAz79+9PcvuhQ4fMPhERERHxpvhJREREsqNUJ5VSKmw6e/YsIiIiMuKcRERERLIVxU8iIiKSY3sq0bvvvmv+z34An332GfLnz+/al5CQgNmzZ6NWrVqZc5YiIiIiQUjxk4iIiGRnPieV2GDSGWn76KOPvEq1OcJWqVIlc7uIiIiI2BQ/iYiISHbm8/S3rVu3mq1jx45YsWKF62tu69evx6RJk9CyZctUHZyjc3379kXZsmXNCN6ECRMuev+///4bbdu2RbFixZA3b14zsucEa57GjBljgrQ8efKYc1q0aFGqzktEREQkI2RG/CQiIiIStD2VZsyYgSJFimTIwU+ePImGDRuaJJAv8uXLhwcffNAko9auXYvnnnvObJ988onrPj/88AMGDx6MYcOGYenSpeb5e/bsmWxzTBEREZGskJHxk4iIiEjQJpWuvvpqvPbaa0luf/3113Httdem6rl69+6NESNG4KqrrvLp/o0bN8YNN9yAunXrmkqkm266ySSM5syZ47rPm2++ibvuugu33XYb6tSpY0rKIyMj8fnnn6fq3EREREQySkbGT6r0FhERkaBNKjGQ6dOnT7IJIu7LSsuWLcO8efNMSTnFx8djyZIl6Natm+s+oaGh5uv58+en+DxceeX48eNem4iIiEhGycj4SZXeIiIiErRJpbi4uGSXvs2VK1eWJWPKly+P3Llzo1mzZnjggQdw5513mtsPHjxoVlIpVaqU1/359d69e1N8vpEjR6JQoUKuLSoqKtNfg4iIiOQcGRk/qdJbREREgjapVL9+fTOaldj3339vgpCswCBo8eLFJuB5++238d1336Xr+YYMGYJjx465tp07d2bYuYqIiIgEQvzkUKW3iIiIZJTw1D7g+eefR//+/bF582Z06dLF3DZt2jST2Pnpp5+QFSpXruwK0Pbt24fhw4ebEbjixYubpXp5myd+Xbp06RSfj1VP3EREREQyQyDET6z0PnDgAM6fP29iJ18qvdetW3fRSu8XXngh089bREREslGlEhtDsiHkpk2bcP/99+Pxxx/Hrl27MHXqVFx55ZXIahcuXDAjZcSy8qZNm5ogzXM/v27dunWWn5uIiIhIoMRPqvQWERERv1cq0WWXXWa2jOgvwODKsXXrVixfvhxFixZFhQoVTLCye/dufPXVV2Y/G1Lydq5aQmw4OXr0aDz88MOu52CTyUGDBpl+Sy1atDBBExtaskeAiIiIiL9kVPyUVqr0FhERkYBIKh09ehQ///wztmzZgieeeMIkgbhSCMuky5Ur5/PzcLSsc+fOXgkhYlJo7NixiI2NxY4dO7yqjphoYvIpPDwcVatWNcvz3nPPPa77DBgwwJR2Dx061DTnbtSoESZOnJikpFtEREQkK2VU/JSZld5O1ZRT6c1V40RERERSEmJZloVUWLlypWncyFXStm3bhvXr16NKlSpmaVomgJyqomDGRpN8fSzlLliwoL9PR0RERIL8mp2R8ZNnpTdXduPKbRykS02l92OPPWYqvbmKHLGJOAf1Pv74Y1el948//mh6Kvk6MBcsn4WIiEhOdzwDr9mprlRiNdGtt96K119/HQUKFHDd3qdPHwwcODBdJ5MTnD4NnDgBlCzp7zMRERGRrJKR8ZMqvUVERCRoK5WYzWKpNgMSBkUrVqwwI23bt29HzZo1cebMGQS7zBxp+/prgO2devdm8Adcfjl7EmToIURERHKMYKmOUfwkIiIi2fGanerV39iQkSeQ2IYNG1CiRIl0nUxOsGgRcP488McfwDXXAGXKAPffDyxcCKQuvSciIiLBQvFT+pyMP4mECwn+Pg0RERFJb1LpiiuuwIsvvohz586Zr0NCQkyJ9dNPP42rr746tU+X47z7LrBmDfDMMwB7ch45Anz4IcC+mAmKlURERLIlxU/p8+jPr6HEyCg8PukprN6/2t+nIyIiImlNKr3xxhumQWTJkiVx+vRpdOzYEdWqVTOl3C+//HJqny7niYtD7YjNGDkS2L4dmDIFuOkm4K67gPD/OlwxuTRgAMD+mnFx/j5hERERSS/FT+nzy8poHDkfizcXjEK9D+uhztvN8N7C93Dw1EF/n5qIiEiOluqeSo65c+eafgAMkJo0aWJWNMkuMrUnwOefA3fcAbRrB9xyC3DddWy04HUXJpp69LD/nS8fwAFM9l/q1AkITXUaUEREJPsKtj4+ip/SZshz8fhw2l84VulLoPpfQNh5c3uBkNI4OGQXInKFZejxREREsrPjGXjN9impxCVqOee/ePHiuP322/HOO+94rVyS3WRqgMp5b6NGcSkW++s8eYB+/YDbb3dlkvbssXNPX34J/LdisBEVBdx8M3DffUD58hl7WiIiIsEokJNKip8yFntSTpoEfPL1Afy14zsk1PsSxc+2woGxY8x+hrRDZwzDlbX6oUmZJmaKoYiIiARAUil//vxYuXKlWaUkLCzMLDWbnZtKZnqAuns38M03dtaIDZaITZXGj/e6Gz+ZBQvsu/3wA3D0qH07m3q3aOG+j2ImERHJqQI5qaT4KfOwJyVjo0JF43HDdRHmtolr5qD3Tx3Mv6vkr4t7Wg3CzQ1uQpkCZTL1XERERIJNlieVunfvjn379qFp06b48ssvMWDAAOTNmzfZ+37OEpsgl2VBEd/6pUvt5km9ewO9etm3b94MXHutPT3uhhuAUqXAlYa5Yty0aXZjbyeR9MADwL599vQ4PjxXrsw7XRERkUATyEklxU9Z6+XPVuK5iSOBWhOAXGfMbSEIRcdyPUyCqV/NfsibK/n3X0REJCc5noHXbJ869Hz99dfo06ePmf9PPPCRI0eS3SQVmBlq2hR45x13QonGjQOWLQMee8xeIq5vX+T54ydc2/cMPvrInVBiool3/eUXripj3/XRR+2Hpq1TloiIiGQUxU9Z65nbGmDKvd9hwK5YREz8BNjRFhYuYObuibjhlxvw/ZxF/j5FERGRbCfVjborV66MxYsXo1ixYsiu/D3ShkOH7Jpuzntb5BEAFS5sLwv30kvAf+XzK1bYd+Nsuv373XetXx8YPBi49dasP30REZEcc832keKnrHXiBPDzz8BHP27CorNfARXmYPtL01Ahyh5PHTr5VYRHnMMtjW5GpcKV/HquIiIi2b5SiY0mDx60l2zt3LkzIiLsueuSSRhw3n+/3Txp7VpgyBC7MzebKn37rb0k3H8a1jiNN9+02zT9+ac9a44fz6pVwNat7qc8dw44fdo/L0dERCQnUvzkP+yHftttwMKYatjyvxfxZZcZroRSfEI8Xp09GsNmDUXldyqj1UedMXb5WJw4e8Lfpy0iIhJ0fEoqxcfHm0wWsSfAGc67kqxRqxbwyivAtm3A1KnA228DkZH2PhaZcfpc584I/3osLutwAj/+COzdCzNNjsGUgwmnMmWAu+/mcsaaHiciIpLZFD8FhsqV7TaVDs5GzDX9LWBLV8AKwcJ9M3Hbb7eh+Gulcf2Pt+DvHX/783RFRESCihp1B3j59kWxiqlOHffXTDb172937e7cGQgLc+26807gf/9z37VqVTvAuvlmO9gSEREJRoF8zVb8FLhYvT1hAvDRdzsw59jXsBp8CRTfYPa1C3kSc4a+7u9TFBERyZ6NukNCQtRoMlDUrm1XMI0YAVSvDpw6xQ+LUSxQqRJM2dJ/PvkEmDHD7rGUP7+9wNywYUCVKkDHjvaonYiIiGQcxU+Bi7k9LrA76/cK2Pnt/+HV8utQaep84J970a24uyHlz8snoeF7rfDhPx/iyGl9TiIiIompUXeQj7S58GNkD6avvgK+/x5ggDp5sp1gInbxZuVSsWI4eRIYP95u8D1tGtCkCbB4sfupli61G33nyuW3VyMiIpKtrtmKn4IjlFqyBKhRA3BOv9nIgVgS/535dzgi0KfqFbirxSD0rNoTucIUKImISHDKyGt2qpNKOUGwB0U4exaIjgauuMI9Be6JJ4B33wUuv9yeHte7t+novWuX3YOpWTP7bseOAaVK2Q0ur7/enh7XvDkQEuLXVyQiIpI9r9nZSHb8LB54ei8+mvstLtT/Eii90nV7ofCSGNT4RrzeYyRyh+f26zmKiIgE/PQ3Yvk2D+h49dVXcZSrkf3n0KFDqOPZ30f8J3du4KqrvHoqmf5LXAKOJUpXXgmUKwc8/DDK712MZk3decV164BChQAuVvP++0DLlnav8JdeArZs8c/LERERCVaKn4LbmNdKY+/4wXin9grUmrkMmP8ocLIEjp3fjw8mTYJ13r2iX1y8egmIiEjO43OlUlhYGGJjY1GyZEnzNbNZy5cvRxU25QFMI8qyZcsiISEBwS47jrQZq1bZ0+PYd4nlSQ42VZo50/Xl+fPAlCn23ZiDYjNLx7hxwE03ZfF5i4iIBOk1W/FT9vLvv8DnX57DF3MmomZNCwu+vMLcfurcKRQfWRbNyrTAXS1uxlW1r0L+iPz+Pl0REZHAqVRKnHvSrLkgxEZJo0YBO3cCMTH2/LY8eYCGDd33uXAB4T98g95tj+Obbxjs2r2X2JopPBzo0sV9V+ahfvkF0ArJIiIiyVP8lL3Uqwe8OSoXDvzdF3+MthNK9P2C2ThtHcOcPVNwy4RbUOzVUhjww02YtGkSzl8479dzFhERyUw+J5UkG2F2qFcv4Lvv7IqlZ59175s92y5FKl3aLItSYPZfuOWGc6bnNxNMZcu67/rKK8A11wBlygB3320/9MIFv7wiERERkSwNpUqUcH/dOH8vtFywCZjxAnCoGuKtU/hx3Tfo9U0vlBwZhZgNU/x5uiIiIv5PKnEpXG6Jb5MgxwZK/5XkG1warmZNe84bV5FjY29mkh56CEU3LbKXRvlvhZQWLYCoKICtIT791J5Fx2p+5qjYwklERCSnU/yUMzRuDCyIqYrtXw3FK2U2oNLUBcCiB4BTxXDk/F5sXlTNdd+1B9Zi57Gdfj1fERGRLO+pFBoait69eyM3m0AD+OOPP9ClSxfky5fPfH327FlMnDhRPQGyA2dNXTZVYjXT/v3ufQsX2tmk/7AyiRVK7LX088987+zbO3UCZszww7mLiEiOEujXbMVPORNDqeXLgbHj4vHrogVYP7kDIiPtfY1euwIrz/yJFqU64u6WN+OaOtegYO6c/X6JiEjwXrN9TirddtttPj3hF198gWCnoMgDu3ZPnWpnjdidkhGSM8L6xhtA3rzAgAFAsWKmuOmPP+xc1NVXA4MG2XfjtDl++9x4o73w3H9xtIiISLa/Zit+EkbaTuh0PiEBhR7sjVOl3dPhciEPLqt2Be5ofjN6Vu2JXGG5/HeyIiKSIxz3R1IpJ1FQlAKWJYX+N2Py7Fm77xLnvrGxQJ8+di+mvn3t5t8e3nkHePRR+99MKF11FXDzzXbTbz5UREQkrXTNDhz6LC6NBWlcCOXTH3fg7+PfAA3GASXcPQOaFuyFxY/F+PUcRUQk+zvuj9XfRFwJJaeCaehQu4kA//3778B11wGlSgF33gksWOC66xVXAMOHA1Wr2i2bWMnUs6fdj2nwYLuSSURERCS7CwsDbrkFmPNnBez6bgher7ga1aYvBuY/CsSVROjmy133PXL6CF6aNQJbj2z16zmLiIhcjCqVkqGRtlRavdoeduO2Y4d9G7t1jxjhVffN/7ElE5NK7AF+6BAQEQHExgJFi7oLoP5rOyEiInJJumYHDn0WabdyJfDluPPo1ec8une2K76fn/AxRqy41/y7aYl2pv/StXWuRZG8Rfx8tiIiEuyOa/pb5lJQlI7pcX//bWeNWIJUq5Z9OxstsaqJ0+NuuMGsJhcfD0yaBGzYADz+uPsp2rYFcuWyp8exL1Phwn57NSIiEgR0zQ4c+iwy1nVDJuGn3aOBKtMYsZvbwhGBnlUux53Nb0af6n0QERbh79MUEZEgpKRSJlNQlMGYSGJpErFTZdeudoKpf3+gQAHX3fbsAcqXtwubiBVLbNHEu/bubVc1iYiIeNI1O3Dos8hYbBnw22/AZz/sxsxD38GqPw4ovdLeaYVixS270aBKaX+fpoiIBCEllTKZgqIMdvgw8NNPdgUTK5kcXDmuXz/g88/tf8OePfftt/Zic2vWuO/K6XEjRwJ33+2H8xcRkYCla3bg0GeRedh/8rvvgE9+W4m1ub5GnqIHcXzc56a6m6775nbUKhOFmxvehOrFqvv7dEVEJMApqZTJFBRloq1b7d5LzBpx7lvDhsDy5e79W7YAlSvDQghWrLDvxiTT3r3ADz/YvcCJXzPAatDAvUyviIjkPLpmBw59FlmDg26bN9vV3LT9yE5Ueqeia4pcg6ItTf+lAfUGoHhkcf+erIiIBCQllTKZgqIswG+7JUv4ZgNduti3nThhrx7HOXCc88atShWz/O60aUC7dkBkpH1X9gB//nmgTh17dh03ri4nIiI5i67ZgUOfhX+sXHMarW77Faerfw1UnQyEXjC3hyIc3Sr2xrOdn0CHih38fZoiIpJNr9kea8SLZCGWFzVr5k4okVOxtHEjMGyYnSVq2xZhn3yIHk0PuRJKdOyY3XOJo3VMLlWrBrRqBbz7rl3FJCIiIpITNKiTF4dm3ogfrohBt5W7ETr5TWBPE1zAeUze/gc+/Xmb676nz53G+Qvn/Xq+IiKSvSipJIGjfXt7TttXXwHduwOhocC8ecD99wNlygC//OK666hR9l2/+ALo0cO+68KFwCOP2IvOcXU5ERERkZyArSnZImDK+NLYO+ExvFd/CerPXg3MGYKbm13put/QPz9A8ZFlcf+fD2H+zvnQhAUREUkvTX9Lhsq3AwSXg+OqcWzwvWwZsH07UKGCvY8Nv1muxIxSrlwmwfTjj3b/perV7bwU8bubiaYOHYDLLnP1AxcRkWxC1+zAoc8i8LD4m4XfHHyj8v/XHbtzT3XtL52nEm5rOhA3NhiIuiXr+u9ERUQkS6mnUiZTUBSgDb4rV3Z/3acPEBNjLwt37bXAwIF206XQUJw7Z/JMBpt9N2pk/7tAAeCqq+y7du0KhIf756WIiEjG0TU7cOizCHzDXzyHd/+ahiPlvgVqjQdyx7n21SvcAssfmo8wJwMlIiLZ1vHs0lNp9uzZ6Nu3L8qWLYuQkBBMmDDhovf/9ddf0b17d5QoUcK88NatW2PSpEle9xk+fLh5Ls+tFudDSXDzTCgxD8oO3Wzqffgw8PHHQMeOQMWKwJNPIte/y1x3LVIEePppu8CJfcBZwdSrF1C2LPDgg8Datf55OSIiIiJZbfjQXDgwrxemP/QVBh3Yh7x//QCs6wck5MKWZRUQ4vGnwff/fo+Dpw769XxFRCTw+TWpdPLkSTRs2BBjxozxOQnFpFJ0dDSWLFmCzp07m6TUMk6N8lC3bl3Exsa6tr85VUqyV5Pv0aOBXbuAKVOA228HChWyv+btnO/2HyaTXn3VLnSaMwe47z6geHHgwAGA33bb3L0rTYWTiIiISHYWFgZ07gyM/TQSR+Zch/EDJqDfxr24q/Lrrmlyq2LX4YZfbkCpUWXQ/YvL8e2qbxEX765qEhERCbjpb6woGj9+PK680t1M0BdMIA0YMABDhw51VSqx4mm5s5JYGqh8OwidOQNMnGg3VerdG7jtNvt2Zo/69rW7Vw4YAJQrZ5JHU6cCLIx7/333VDlWNHFGHafHXX89UKmSX1+RiIj4QNfswKHPIvsY9f1cPDXzIaCMe+A2IiQSV9Toh0FNBqJn1Z7IFfZfACUiIkEn20x/S68LFy7gxIkTKMq+Oh42btxoptRVqVIFN954I3bs2HHR5zl79qx5Uz03CTJ58gBMSLJbt5NQop9/tpeFe/xxICrKDM3lGvsperc8bGbNOQklplZ//RVYtQoYMsSebccWTaxm2r/fb69KREQkCbUPkMx2W7e2eK/eUjScswaY9TxwuCrirVP4ef136PtdX4yZ8qe/T1FERAJEUCeVRo8ejbi4OFzHKpT/tGzZEmPHjsXEiRPx4YcfYuvWrWjfvr1JPqVk5MiRJkvnbFFMPkj2cM01dmaIGSJmjmbOBO6+Gyhd2q5g4rIo/82oW7QI+OwzoEsX++u5c+2+S+y/dPPN/n4hIiIiNrUPkMzGVgGMgZZPrY3Nn734/+3dB3gU1dcG8Dc9AQIBAoGEnpAQepGOkNAJHemIgID+VQRFbJ8oIgpSBBVFBKRLhwDSSyB0JPQqvRNKKAkQQsp+z5nL7iYYlGA2297f84zZnblZZ2eWnZMz956LYflOodj63cCuAcCtINQp0MzQduSmn/Dhuo9xMPogLGQABBERZSGrHf42Z84c9O3bF8uWLUPDhg2f2e7u3bsoWrQoxo4di969ez+zp5IsetJTSRJL7L5tYy5cAObNA+bOVdPCyfRv166pyElIjzZJNrm64upVYP581XTPHuDtt1VuSqSkACtXAo0bA25uZn1HRER2z96HXLF8AGUV+Yvh0CGpNqDDxx87PFmnQ87Bgbjvelp7XjxHabxetSu6luuCErlLmHmPiYjoWex++Nu8efPQp08fLFiw4B8TSsLLywuBgYE4fVpd7NLj5uamHcjUC9kgmR1OCidJwHzkiOqWpE8oiW7dgIIFgTffhO+pSLw/IEXrvXTyJDBokLGZ9GBq1UpNPid5yo0bgeRks7wjIiKiDGP5AHoR0ou7QgUYEkoiKVkH960jgWOvAEluOHf/GD7fNBj+P/qj4k81MXX/VLPuMxERmZ7VJZXmzp2LXr16aT+bN2/+r+1leNyZM2dQUJIFRHplygA9ehify/DIs2eB27eBSZOAkBA1ddygQSgZtw/Fixk79Entbz8/4N49YOpUQPKahQoB772nyjdZRt8/IiKi9LF8AGUWF2dHXNnQDn90X4RXzl2H66ppwJmGQIojDsbswjcztxvaSq+muIRnf56IiMg6mTWpJAGNdLPWd7WWAEYe6++Mffrpp3jttdfSDHmT5999950W/ERHR2uLdNnSGzRoECIjI3H+/Hns2LEDbdu2hZOTE7p06WKGd0hWw9NTDX+TaeGk+1GuXMCVK8B33wFVqmi9l/TatVNN9eWZcucGoqOBH34AatRQtZmIiIgskcRSQ4cO1Xp758+f37C+WbNm6NChA8qXL48mTZpo9ZekhIC0exaJ0yQG0y+XLl3KondBlsTVFWjRAlg0OxdiNvbE703Xo8Ghy3Bc+z2aeBvjp61nopD32/xo83tHLD2xFAlJxtITRERkvcyaVIqKikKlSpW0RQwcOFB7rB/fL0UiU3e9njRpEpKSkvDOO+9oPY/0y4ABAwxtLl++rCWQgoKCtDtwefPmxa5du7QZT4j+kZMT0KCBGhZ3/Togs+nIXVyZWa5ePWO7S5fgOO471PO/rM0gJwml5cuBzp2B4GCgalVj02HDgMGD1axy7MFERETmxPIBZGo5cgBduwIbwgvi+vIB+PqtaoZt49esQSIeYdnphWg7vy3yjPBBzyV9EHEuAskprCNARGStLKZQtyVhoUlKQ7r+u7io5JIYORL45BNVXKBuXRU9ySxzefJoRbwdn6Rqk5JU3e+YGPVcEk6dOqmFszQTEWUOe79mP2+hbikb8Prrr2uJpdatWz9Xb/IiRYpoBbz79+//XPti7+eC/tnixTp88uN+nHafA5SdC+S8atiW26UAtvfeimCfALPuIxGRvYi190LdRFk+NE6fUBIBAUCdOqrrUWSkGhon2aOWLeE4bw7w6JHWTDaPHw9I7C5dw48fl9l1VHJJCl1Onmy+t0RERNaL5QPIGr3yigNORVbG4e/G4BP3i/BZswnY2xeIz407twG3h8UNbZedWIY9V/ZodZiIiMiysadSOninjZ6LBO/z5sntXzWjnMiWDbhxA8ieXT2Xf14ODlpR72XLgPnzgXXrVC8mmYju229Vs8ePgatXgWLFzPd2iIiskT1eszdv3ozQ0NC/re/Ro4dWbLtnz55ackjaiZCQEC1h9Kz2onPnztiyZQtiYmK0kgF16tTBN998A39//+feL3s8F/TiJETauROYNecx/rp1GhHzSmvrZSic55DCiHe+Bl/3EnitSid0LtsJ5X3Kaz3ziIjov8vMazaTSulgUEQZJt2QJLkUHw+MHm1cL5W7ixZVY96aNQM8PLQJ5sLDVWenoCDVbOVKVeSyenVVm6lDBzXDHBER/TNesy0HzwVlhrPXbiNgwNvQlfwDcH1oWF80exB6VOmMruW6IMj7SQBFREQvhEklE2NQRJnixAk11i119cpWrVTx76ZNpcKpYdOIEcBnnxmLecuNOEk6SS5KyjX5+Jhh/4mIrACv2ZaD54IyQ2IisHEjMHvBAyw5vALx/vOAkqsBZzVbXIPs72HDoHHm3k0iIqsWy5pKRFZAuiHt2QN8+KHqrXT/vhS2AKSYqkzjLFPHPfHpp8CVK8CPPwK1a6vk0tatQL9+gK+v1Msw6zshIiIiyhIyN4rce5s9NTvubOuEZV3D0f7cDbiunAmcbI5KzsY6X8sObUSZH1/C6O2jceHuBbPuNxGRvWJPpXTwThtlOvlntns3sGCBWiSDJEWWpOeSkKzRqVOA1MhwccGlS8DChaoG04MHwJEjxpcaNQrw9gbatgVy5zbbOyIisgi8ZlsOngsypYcPgVWrgHr1gHz51Lo6o/pie/wUQ5tK3jXRo0ondCjTAb6evubbWSIiC8fhbybGoIhMKiUF2LEDqFrVOAROxr4NHw7kzSvTo6hxbxI1OTlpSSV93W8JqKSTk6yTO3mNG6umMsMcP6pEZI94zbYcPBeU1T744ga+X7cYKcHzgaJb5C8bbb0DHFDNpy5W9whHbg/egSMiehqHvxFZM0dHVTApVU0lKeCt3XaLiQEmTQIaNFDj3t55B9mjIlUi6kmdARkqV66ceiwFvmXWaEk0Sc8lmVmOiIiIyB5891V+xKx5C9PqbUa9vZfhsOYH4FJN6KDD7uOXoYv3MrTdcmELbsffNuv+EhHZIvZUSgfvtJFZJCXJPNFqeNzixdCmiRN58gDR0aprUirHjqmmMkROaoIL6ewkSSeRkKByUZKvIiKyVbxmWw6eCzK3W7eAJUuA6eEXkex5AbsXvKytT0hKQM5hPkhyfIDQIo3Ro3JntC7VGjnd+DklIvsUy+FvpsWgiMxOuiFFRKiMkSSVxoxR6+Wfa926QLVqatxb1arQwQGHD6umffoAxYurpnPnAm+8oco2SdMmTdJ2jiIisgW8ZlsOnguytHt1zs7q8bZjZ/Dy+HZAgUOG7c5wQ+MSzfBapc5oEdgC2V2f1BogIrIDsUwqmRaDIrJYUuy7Rg3j82LFgI4dVdaoUiXAwcGwqXdvYOpUY9NcudTEc9K0YcO/dXwiIrJKvGZbDp4LslTS+Xv6dGD6iuM4rJsPlJkP5HvSzRvAa0W+xIxeQ8y6j0REWYk1lYjsVYUKQHg40KWLqt59/ryaDq5KFSAwEFi+3NB0yhRVD3zAAFWe6d49YMYMICwMKFhQvkjM+k6IiIiIsoR0+h44EDgUEYwzv32J4X7HEBRxENj6KXC7BIJTOhraLjq4Cl0XvoaVJ1ficfJjs+43EZE1YE+ldPBOG1nV3Loy7k0qdsfHq5pMMmucOHdOtSlTRquttH27arpwIVCiBLBzp/GlZHSd5KRkNjl3d7O9IyKiDOM123LwXJC1+esvYN48Hd5/38Ewi26FrzvhUPIC7XEOp9x4pXQ7dKvQCaHFQ+Hs+GQ8HRGRlYvl8DfTYlBEVuf+fWD1aqBdO8DJSa17913gp5+0pJJhiFxQEJKTVd1vPz/V7M4dNXuc1B7IkQNo2RJo3x5o2hTIls2s74qI6F/xmm05eC7IFoR234XNMXOA0gsBz2jD+lzO+dCx3Cv4ufmPcHFiDQEism6xHP5GRGlINqhDB2NCSTx6pAonHT0KDBkClCoFVKwIp5HD4Rd/2tBMZonr1w8oVEjlpqTA9yuvAPnyqZfctMk8b4mIiIgoq0XMrIGoYT/iA8fL8Fm9CdjzP+CBN+4l3cS0dX/CQWdMKO2/th+JyYlm3V8iInNjT6V08E4b2Yy7d4GlS4EFC4D161V3JFGkiKrHlKqwtwyR27MHWLRILbJZ/Pwz8Pbb6rEknaSnkxT9JiKyBLxmWw6eC7I18leSzJEyd34SZm+PQHDpZGyb3kzbFpsQizwj8sPDOTvalW6DzuXao0GJBnB1cjX3bhMR/SsOfzMxBkVkk2JiVJFvKawkM8VJgW+RmAg0aADUr6+6KJUtCx0csG+fSi71768Ke4uJE1Xhb6m9JEPkWrUCcuc267siIjvHa7bl4LkgWyY33+RenRT9Fgu370HHpS2AHDcMbbI55kKbUq3RuXx7NPJvBHdnFqokIsvEpJKJMSgimyf/7PW9lDZsABo1Mm6Tit2SXJKskSSfUvVmev11YNo0Y1NnZ6BhQ9W0dWvA2zsr3wQREa/ZloTnguzJxYvA9z8mY862rbiedxEQvDhNDaYBQd/j+84DzLqPRETPwqSSiTEoIrty7x6wbBmweDGwdq0qsqRXrBgwYQLQTHX1FlKiST9E7sgRY1OZNe7mTVXeiYgoq/CabTl4LsgeyV9SUVHAgkXJ+D1yB67llgTTEkyuuR19OhTR2vy6Yw7WX/wDXcq3R7OSzZDNhTOhEJF5MalkYgyKyG7FxQErV6qM0apVQHw8tHFw0mNJHD6s+n7XqqUVBZepeCUXJc2lsLfkpPRk2Jx0epIJ6Xx9zfaOiMjG8ZptOXguyN7JX1X79wOLl+gw+DMHeHio9QFDwnDGcbX22NUhG8ICmqNLhfYIKxmGHK68G0dEWY9JJRNjUEQE4MEDICICaNHCOASuRw9g5kygQAGgbVs17q1uXW0cnOSf9MHTlStqNjkhvyo5KGkqo+oKFzbfWyIi28NrtuXguSBK38ud9mDbnQVA6UVA7iczoQBwcXBHM/8WWNJlHpwcU83gS0RkRddsx0zbKyKyLdmzAy1bpqmppE37Jkt0NPDLL6rAt1Tx7tsXHpFr1C06qOTS2LEqmSSrtm8H3n9fTTpXo4YabUdERERkD7bMq4rDY0fjC6+zKLE+Ctj2MXDbH4m6R1gdeQsOMCaU1p5ei3uP7pl1f4mIMoI9ldLBO21E/+DxY9WDSca8LV2qZpUTZcqkLbKUnKwNkZNeS0uWqOZbt6ok06xZwKuvqmZSh0lG1JUsaZ63Q0TWjddsy8FzQfR8jh8HFi7UYfaGgwgs/QgrJtbQ1kfHXYfvd75wdHBCaJHG6FapPVoHtUZuD061S0SZi8PfTIxBEdFzSkoCIiNVYaWgIGDAk1lOHj4E/P2B0FA17q1pUyBbNq2DU3g40KUL4OWlmo4aBXz8MVC+vGoqS3CwWd8VEVkRXrMtB88F0Yvdq3N1VY9nrI9Cz6U9gPzHDNsd4Yx6hRuiW8X2aFOqDfJmy2u+nSUimxHLpJJpMSgi+o9kfFubNsbn2bIBYWGqqFLz5oCnp2GTDIsbP151bNIrXdqYYCpbNu0IPCKi1HjNthw8F0T/jdx8k9KVM1cfw9GUxaoGU4FDhu2DSk7B6K69zbqPRGQbYplUMi0GRUT/UUoKsHu36sEky3ljUUq4uQGzZ6uM0RO3bwPLl6shcuvWAYmJxlyUDI+Tn0RE6eE123LwXBBlHgmdJISateokDiYuAkqFI7z9GrRprHoqfbXmJ6y9GI5XK7VH2+C2KJCjgLl3mYisCJNKJsagiCgTyVfMvn0qYyTL6dPAqVNAQIDavmkTcO4c0Lo1kDevVl9pxQrVVDo0Sf0lvSZNVO0lmXhOJp1zcTHbuyIiC8FrtuXguSAyjYsX1c23//1Pm3BX4zu4Dq65bNceO8ABVX1e1hJM7YLbwS+nn3l3mIgsHpNKJsagiMhE5Ovmr7+AUqWM6yRDJAW/nZyMNZhk6JyPj9ZcP/Tt5ElVtkkvd26gRQv1640bq8nqiMj+8JptOXguiLJOy9fOY8WZRWqIXKHdabbV9KmPbW+uh6MDJ/omItNfs/lNQ0RZRzJEqRNKonZtoGJFVVRpwwZ1G65gQaBePTj8/JNKRAEoUgT44w+gd28gXz7gzh3Vi6ldO/X8xx/N85aIiIiIstofM4vh2uJBmFB5F2rtvgCHteOAi7W0bfv/zAGHVH/mTYyaiGM3j4F9CYjIFNhTKR2800ZkBmfOqOIBMu5tzx61rmZNYMcOY5srVwA/Py3/tH276uAks8lJ3QF5LCPo9FP1rl+vOjxJMoqIbBev2ZaD54LIfKQGpcREs5dfQUDpOEwdpW7inbx5FkET/LXHRbIFonPFtmgX3BZV/aqyJxORHYvl8DfTYlBEZGYXLgBLlmgJJHTsqNbFxGhD4rQxcJItknFvVapABwccOgQEBgIeHqrpZ58Bw4erx5Urq6ayyKxynEmOyLbwmm05eC6ILEPq8gFT/jiMvvM+AUpsAJwfG9rkdfVFh7Jt8Fa1N1Hep7z5dpaIzILD34jIthUtCrz/vjGhJPbuVRHSsWMqY1S1qtYNyeHdfqhwcwM8nJ9MGQcgOBioU0c1lxrhn38OlC2r8lEffSRfouZ5W0RERESmlvoGWufQcpjfeiVeOXsT7ivmAUc6AQmeiHl8FRP3TcCMFScNbe8+uouHiQ/Ns9NEZLXYUykdvNNGZKFkarhVq9RYN/n54IFx26RJQN++aZrfuKFmS5Hu4FKu6fFjIE8e4Pp14+wpUje8eHHA1TWL3wsRZQpesy0HzwWRZUtIACIigEXhCVi8fyPuFViGLYO/w8vVc2jb+8z+ErPOjkLD4k3QqXxbtAhsgTweecy920RkAhz+ZmIMioiswKNHwMaNKsEkFbwPHAAKFFDbJk9W2SQZJteqlVbJOy4OWL0auH1b1QIX8u0nnaKk51Lz5qp5s2ZADhVbEZEV4DXbcvBcEFkPqU/5559AjRrGnk2FPm6OK9lWGdo4wgk1C4agS8W2aF2qNQrlLGS+HSaiTMWkkokxKCKyMikpgGOq0bwNG6qEk5D1MsOcZIxkKVHC0OzSJaBaNSA62virbm5Ao0Zp8lFEZMF4zbYcPBdE1m3sWB0mLj2AU87hQKmlgM9hwzZ3eOHu/92Em8uTrt5EZNVimVQyLQZFRFbuyBHj1HBSVCm1KlWA3bsBJydDPkqeSlNZTp82Nn33XeDHH7N434koQ3jNthw8F0S2MyGvhFFz1pzGvodLgVLhyJXij7vTZmrb5c/HkClhqF2isjaTXJWCVeDAmVCIrIrNFOresmULWrZsCV9fX+2LaKl8e/2DJUuWoFGjRsiXL5/2xmvWrIm1a9f+rd3PP/+MYsWKwd3dHdWrV8ef0reTiOyHVOUePFgV95aZ5CQzVL++SiR5exsSSsJx7BjUTNiMUcOTcPKkykcNG6ZyTzJjnN7mzUDFisDQocDBg2roHBEREZGt8fcHPvgA2Ls+ANcWD8Kv1bfjh9Bphu1/XjyELVfXYMS24ag6uSoKjCyKfiv7Y9O5TUhKSTLrvhNR1jNrUunBgweoUKGClgR63iSUJJVWrVqFvXv3IjQ0VEtK7d+/39Bm/vz5GDhwIIYMGYJ9+/Zpr9+kSRPckIq9RGR/ihRRXY5kOJx8D6TuenT5MvDhh0BoqFaPyeH1XihzehkGD3yIqCi1Wm/JEpVM+vJLlVwKCFAB17Ztqi4BERERka2RcpVvvAH0eM14Qy7+agm4rfgdONoeeJwdNxIu4eeo8ag/sz7yDC+AyX+qHk1EZB8sZvib9FQKDw9HGylkkgFlypRBp06d8MUXX2jPpWdS1apV8dNPP2nPU1JSULhwYbz77rv45JNPnus12X2byE6cPQt8/bUq6h0TY1zv4QE0aQK89x5Qr5626tYtYMUKNURu3TpVJ1wvf35oSajChc3wHojsHK/ZloPngsj+5ktZuDQeSw5sQJxfOBC0HMgWg96uazHl08Zau6M3jmJ/9H5tJjkvdy9z7zYR2drwt/9KEkZxcXHII3OEQ6YLf6z1YGooRXqfcHR01J7v3Lnzma+TkJCgHdTUCxHZASnaPXWqqtQt49sGDFDTwcXHq2ICV64YmnrrbqJn6AUsW6YSTIsXA6++Cnh5qeLehVJNiDJxIjB3LnD3rnneFhHZNpYPICJzc3dXM+dOn+yBO7taInLgVPR/HA2f1RF4r02Iod1H86aie3h35B2ZDyFTmmBi1ERci7tm1n0nosxl1UmlMWPG4P79++jYsaP2/NatW0hOToaPj0+advI8OvX0Tk8ZMWKElqXTL9KziYjsiLOz6pH0/ffAuXOADKmV3o9hYcY2U6YAxYoBlSsj+9hhaFfyMGbN1Gkj6jZsME7Hm5Skyjl17apmjpNSTuPGqaKXRESZgeUDiMiSSKnKunWBH8Y549rOUJQNdjVsu3ykKHCjNFKQhMgr6/DWyrfgN9YPlX+uhdHbR+NRUqqu30Rklax2+NucOXPQt29fLFu2zNAz6erVq/Dz88OOHTu0u3B6H330ESIjI7Fbpnh6Rk8lWfSkp5Iklth9m4gM3n4b+PVXNV1c6p5O8p0lS61aWlQVFwcMHw6tR9Px42lfIjhYvUy/flm+90Q2y96HXLF8ABFZslOnVOmAOWtP4mBCOBAcDhRSf5M5xxfE3S8uI3s21c/hSuwV+HqqHphEZFp2P/xt3rx56NOnDxYsWJBmqJu3tzecnJxw/fr1NO3leQGpMvcMbm5u2oFMvRARpTFhghom99tvQMuWasyb1GQaOxZo1gxITNSaeXoCI4brcOwYcPq06qUkBb+lM5QkmVJ3mnz4EFi0CFoiiogoq7B8ABFllZIl5QY/cGBjIK4s+BgTKu9C3ajLcFz9M/zO/p8hoZSckozg7yuj4MjieGflu1h/Zj0eJz829+4TkS0mlebOnYtevXppP5vLQN5UXF1dUaVKFWyUqnGpAid5nrrnEhHRC5HxbK+/rgp7py6s1KWLKi6gV60a0KED/LfPxHuv3kJEBHDzpqqz1L27sZkMm+vQQRLiqi64dBC4cMEs74yI7AjLBxCROfj6Am+9BUT+4YeYNW9j1ZfGrtt7zp1E3OM4XE+4gAlRP6Hx7MbwGu6NtnM6Yvah2Yh5mGpCFSKyKGZNKklAc+DAAW0R586d0x5fvHhRe/7pp5/itddeSzPkTZ5/9913WjdtCXRkkS5belIPYPLkyZgxYwaOHz+Ot956S6s9IIkoIqJMkyMH0K4dMGsWMHmycf3Jk2oqOOmC1KOHmhqudm14TfwWncsdRVCgccSxjLqVO3iPH6sZ5d59V5VtqlBB1WVKVSeciChTSCw1dOhQrbd3fvl++g8kTpMYTL9cunQp0/aTiGybTHRSurTxuZ9rMLpduQXPP5YDe/sAcQUQnxKHpacWaoW+35gx2tDWQqq3EJElJJWioqJQqVIlbdEnhOSxfnz/tWvXDAkmMWnSJCQlJeGdd95BwYIFDcsAmbHpCakPIHfg5DUqVqyoJanWrFnzt7tvREQmIVmiPXtUVqhiRYl8gB075K8voGxZ4OOPDU2ll5LkoE6cAEaPVkUuHR2BQ4eAb75Rw+P05G+1Bw/M85aIyDawfAARWSrp6Dh7Wjbc2d0SWz+ajA+drqDout1A5GAgujxKJLYytJ0btQpFRwdh0LoPseXCFiSlJJl134nsncUU6rYkLDRJRJlGskErVgB//AFtHNyCBUCrJ4GRJJ9GjlQ1mmSmuXz5EBMDrF6tNv3wg/FlpFPUqlVAgwaqeYsWQKFCZntXRBbD3q/Zz1uoW8oGvP7661piqXXr1n/bLj3Aq1WrhvHjxxvKBxQpUgT9+vVjoW4iMmuhbwmhOndWw+fEyyPfwrZHEw1tcjjlQYugMLQr3QpNApogpxu/f4iy8prNpFI6GBQRkUlIVyMXFykAp55/9pmaKk7ITCdS+02fMSpTRq3TunmrIXGHD6d9ucqVVXPJUcljIntkj9dsKR9wWmYCALQe3mPHjkVoaKhWeFsSQTIs7cqVK5g5c6ZhyFuPHj3www8/oJ1kqJ/w8PDQjp2YP3++1ubXX3/Vkkvff/+91qPpxIkTz93b2x7PBRFlvaHfxmLU4rV4WHg5ELgS8Lhj2OYEFxzpewalfFnjjeifMKlkYgyKiChLSJZo4UJ1C+5JbTkDKa60aZP6+SSxdPSoaip1wnfvVuuE5KJkhJ2eTEQnuSsie2CP1+zNmzdrSaSnSVJo+vTp6NmzJ86fP6+1EyEhIYiMjHxme72ffvoJo0eP1upVSgmBH3/8UevB9Lzs8VwQkXlIrLN1K7B0eRIW7t6B6JzLgaDl8tct7gw9CS8vdWNuwPJPkSO7E1qXaoWXfF+Co4PVzVNFZBJMKpkYgyIiMsswuZUrVdZIZrD09ARk1iUnJ7VdioFLD6cnw+Ru3DA2r1cP0JeWu3NH5aFCQoydnv6hJAqR1eM123LwXBCROchfs8eOqZtuF2/exi9j82jrHyc/hscQb6S4xGnPc7sUQJvgFmhbuhUalGiAbC7ZzLznRObDpJKJMSgiIrMPk/vrL+OYNvmalgqWMh2cDImrUUNljGRJNUxOSMenJ7OEG1SrZmxevnya5kRWj9dsy8FzQUSW5ObtBBRuuhAJxZYDAWsAN5VcEi4O7nizYn+MbzXSrPtIZAvXbPb/IyKyNNmzpy2SlJAA9O4txVNUgmnnTuD//g8oVw4oUQIYMcLQtH17YP9+4KuvgKpV1bo//wQ+/1xNRvekxAoRERGRTcuXxw13t7yKlT0XoO+dW8i7ah2w+13gblEk6h5h0xpPQ9u78fcwLPJrHIw+CPa5IMoY9lRKB++0EZHFunw57TC5R4+A994Dxo1T2x8/lmmeDMPkrl5N21xmUdHPnvLbb2qmuVSTzxFZHV6zLQfPBRFZMvmrV268LVuuw8LNR/BWz7x4t6cKisaum48PdnbWHud3K4JXyrZEm+BWqFe0Htyc3cy850SZj8PfTIxBERFZhYcPVabI3x8oXVqt27ABaNQo7TA5KaxUtiwSHjvALVVc1LgxsH793yefk0VejsPkyBrwmm05eC6IyJrIX8H6WOfNEZsw6fA4oMQGwCXe0MbdIQca+zfFqCZfI8g7yHw7S5TJmFQyMQZFRGS1pOvR4MHAvn1p1xctqpJL0qspIEBbJU2WLVO9mOTOXWolSwLHjxvrhBNZKl6zLQfPBRFZq/v3gXXrgPAVD7Hs8EbEFVwOBK4APKO17YvrXEC7BkW0xweiD8DD2YNJJrJqsUwqmRaDIiKyelLUe8UKtUjvJRkmJyR7JMWVxLlzqn5T/vza5HPSVBJMERFA3boquNJ7+22VaJJhcoGB7MVEloPXbMvBc0FEtiA5Gdi9W4bJpWDh9ihcxi7cW9cfHh5qe5nhYTiWuBqFswWiffmWaFOqFWoVrgVnR2dz7zrRc2NSycQYFBGRTQ6Ti4wERo82ZoS6dwd+/x2oXl31YpJxb+XK4WG8A27cAIoVU82uXTPWYRJSG7xZM5VgCgkBsnFGXjIjXrMtB88FEdkiiYny51eP5U/nnG+2xv0CawCnREObHE650TwwDO3KtELHMk9Nw0tkgZhUMjEGRURkF1IXVdIrUkQlmJo3V1kjALdvAzNmAKtWAVu2qFrgeu7uaqa5Dz/M4n0neoLXbMvBc0FEtk7+cp4/H1i8Ihar/lqHh4WXAyVXAtlua9sLPGyAayM3GNofu3kMpbxLwdGBk66TZWFSycQYFBGRXQ2T008Pl3qYnAyRS11oSdr5+uL+AwdteJwkmKR808WLwOzZQLduqtmJE8DEiaonU716KulEZEq8ZlsOngsisieJicC2bcDS5UlYtHsnrmZbhbrBZRE5XgVF12Kvw3dcAeR2KYAWpZqhVakwNCrRCLncc5l714nApJKJMSgiIrseJicZIymc9P77av2DB0CePICfn3HcW2godB7ZcOwYULgwoP+qHDkS+OQT9ViGxdWvb/wV/XA6oszEa7bl4LkgInslf1GfPKkqDEgIJSas2Yh3trYGXB8Y2jnCCVV96qBt2WbaMLniuYubb6fJrsUyqWRaDIqIiFLZuVN1O5JbcnpubmqdZIzatDFkjGR43KxZKi919WralylVClguvcRLZvH+k03jNdty8FwQERlJ7+3vvk/Asv3bcNNrFVByFZDvhGH7+8VmYmyP7trje4/uwcnRCTlcc5hxj8mexDKpZFoMioiI0plrV8a9yZg3WS5cMG4bNw547z1jbyedDrps2XH4sEouybJjh8pDSX0m+SmmT1f1mSQvJb2diF4Er9mWg+eCiOjv5K/to0dVPLQ44iz23F0Nnf8qhPechjaNVAXw/vNH4ZcTn6Ombz20KxeGsJJhKJmnJBw43S6ZCJNKJsagiIjoH8hlQ26/SXJJIqQJE4x9vX/7DXjnHaBuXeO4t8BA3L3noCWZXn7Z+DLBweplRNmyqqkstWoBLi7meWtkfXjNthw8F0RE/+7uXVXGsnVrY7wT+GlXnHKfm6adn4c/2pQJQ4ugMDQo3gAuTgyOKPMwqWRiDIqIiF7Qm28CkyalXVe8uEowydKokdZVKTkZGDFC5aV27QJSUozN5Wu3e3fgp5+yfO/JCvGabTl4LoiIXszEiTr8uugkDjxcBQSsAopFAk6q7IBTigei378Nby81+0lsQixyuvE7lv4bJpVMjEEREVEm9GKSRYosyRg34egI3LgB5M2rnsfGAp6eiLntgHXrjL9y6xbQuzcwZYpqJgmnr74CGjQAatYEnJ3N9/bI8vCabTl4LoiI/huJgSQmWr7mPlad2Ig4n1XI4alD7O+TtCLgovCIMnBySUHbsmFoERiGOkXqwM35SW0BoufEpJKJMSgiIsrEWkybNhmzRQsWGLfJWLgrV4y9mEJDkeKRHXv3AtmzA6VLq2Z//glUr64ee3kBjRurYXJNmwI+PuZ5W2Q5eM22HDwXRESZR3p1R0UBN28CLVqodVfuXkehcX6AY7KhnbtDDtQv3hBtSoehWclmKJSzkPl2mqwGk0omxqCIiMjEpKB3vnzqp55U8NbXYmre3FCn6eBBYNQoYM0aVeg7tSpVgG+/BRo2zOL9J4vBa7bl4LkgIjItSTC90f8u1p3egId+T2aUy3HdsL1O9l7YOmiq9jhFl6Itzo7s4k2mvWY7/qffJiIiehHZsgHXrwPLlwNvvQUUKwYkJADr1wMDBwIffWRoWqEC8Pvkh9rIOZlF7vPPVTJJSK8md1ViwPB81iw1yo6IiIjIlsj9uPC5Xri3sz22fDAVHztfRUDEXiBiGHCpJnwfPOnSBGDLqX3I9Y032s3phBkHZuD6fWPyiSgzsadSOninjYgoi8ml6K+/jIWVunQBevVS286eVWPhnppR7voNB6xdC3Ttaqyz9PbbwC+/qMeVKqmhcrLUrq06QpHt4TXbcvBcEBGZx+XLqkd3nTpAqVJqXbeJwzHn+mdp2pXxegntyoeheckwvOT7Epwcncyzw2R2HP5mYgyKiIgsyNSpqnL3s2aUCw1VRZgAfP89MGMGcOBA2uYeHkC9esCiRYamZCN4zbYcPBdERJZj/oJkfDJ+D867PBkm57s3zfZ5jbegU82XtceSEnDQVwInuxDLpJJpMSgiIrKSGeVEeDjQpo16LOtdXLReTBs2qBlUZImOBvz9gdOnjb82fjzg7a3qMUl3crJOvGZbDp4LIiLLc+6cCp+WrIvGlqtrkFhMEkx7cPLdUyjpr7p6d501AMfv7UHrsk3QNKCJ1ouJtZhsWyyTSqbFoIiIyEpmlJPMkRRS8vRU2774QhVVatJEjXurXx+6XF44ckSVcNIX9E5MVAml2Fj1vHJl41C5WrU4VM6a8JptOXguiIgsW3w8EBkJ7N6tw5Ahxp5J2f+vBB66nTM+d/RC/eIN0DK4CRr7N0ZRr6Jm2mMyFSaVTIxBERGRlZKM0M6dxueOjkDVqipb1KiRKq7k6Ih794Cvv1a9mA4d+nsN8X79gJEjs3zv6QXwmm05eC6IiKyPZAOadb6EDefXILnoOqDEBsDjrmF7HvgjZoixq/fj5MdwdXI1095SZuHsb0REROmR2eP++APo319VqkxJkdtxwLBhaojck/souXIBoz+6iYMHdLh6FZg5E3j1VcDHB3j4EMiRw/iSt2+rkk7z5wO3bpnvrRERERFlNimltGZ+YcRu6ovVry9E/4SbKLZhJ7BpKHCxFjwuhxnaJiYnwnuEL2pMDMGIrSOw9+pepOhSzLr/ZH7sqZQO3mkjIrIRly6pRJMsXl7GqeHk0lekiIqkpAeT9GRq0AApebxx+DCQNy9QqJBqunAh0LGjeizNq1QxDpWrWRNw5c06s+I123LwXBAR2daMctKjO3duHdq2VUPlVh/ehbAlNdO0y+nkjcYBjdC8VGM08W+Cgp4FzbTHlBEc/mZiDIqIiOwg2RQQkLbgt2SMKlVS2aK2bYFq1bTVkmSSGeUksJLHqclMcosXqxJOZB68ZlsOngsiItt29KgOrw86g6g765BSfB1QPAJwizNs7+IzDHP+N1h7nJCUoPVi8nDxMOMeU1Zcs1nSnYiI7E/hwsCdO2omOX1PJskY7dunlkePDEmlcoEJGNPzFDC6DK5eM84qJ79y4wYQHGx8WakRLgUwn3R80no8EREREdmCMmUcsHt1AOLiArB589tYvS4Rf0TuwmW3dYD/OgQUMN5lm7J1Od7b0h01feuiVZnGWsHvcvnLwUFu4pFNYU+ldPBOGxGRHbp2Tc0mJ9miXr2A0FC1PiJCZYgKFjQOlWvYECn5fHD8uARYxpdo0QJYuVI9lpjppZeME9HVqAG4uJjnrdkyXrMtB88FEZF9OndOhU+tWgEFCqh1IcM/QGTi2DTtcrsUQNOSjdE8qDFaBbWCp9uT2Xspy3H4m4kxKCIiIoPffgPefVfNw5ta+fIqW/TWW0CJEtqqjRtVUkl6Mh09mra59FqSvBUTS5mL12zLwXNBRER6v/+uw5gZJ3Dw/jroZKhcsc2A60PD9m2vXEDtskW0x1dir8A7mzfcnN3MuMf2JZZJJdNiUERERGnIcLjt29VtOMkY7d9v3CaPK1ZUjyWTJHWaKlTAlWuOaYbKlS2rOj3ptW6tZpuTvFT9+kCePFn/tmwBr9mWg+eCiIiedvcusGkTsGptAv44uAPXc6yFo/cp3J+6GB5Pyi1VGtMcxx5uRp1CIWhVWg2VK+VdikPlTIhJJRNjUERERP/o5k3VLWnbNuDHHwFHR7X+tddUYaV8+bQhctpwuUaNkOJbCLdvA97eqpnUYpKEkp78etWqxlnlqldnj6bnxWu25eC5ICKifyKZhzNngCNHgDZt1DqtmPdHgXic40yatt6uhRAW1BhtglugbXBb8+ywDYtlUsm0GBQREdEL6d0bmD8fePAg7Xqp5i3ZorFjtQxSQoLqtSS9mGQ5dixt8549gWnT1GP9VZo369LHa7bl4LkgIqKMSkkBhnypQ/j2wzj6SBX8RtEtgHOCtr3Aw/q4NnKjoX3U1ShU8KkAFyfeffsvOPsbERGRpdZf+uUXYNcu41C5qChoFb1dXQ09mtzcgGYxs9GsaxAwpjIuX3MyNJef+hrh4tAhoGlTNUROvxQvbr63SERERJRZJDQa9pUDhqE8YmLKY+PGQVi1/iFWHt6KW7nWoURAOUPb6LgbqDq5KtwdPBFStD5aPhkqF5AnwKzvwd6ZtafSli1bMHr0aOzduxfXrl1DeHg42uj7waVD2nzwwQeIiorC6dOn0b9/f3z//fdp2kyfPh29ZNaeVNzc3PBI6mE8J95pIyKiTHPnjrGY0iuvqJ8PHwK5c6v6S1JMSWaX0w+VK1IMSUkqByXGjQMGDkz7kpJU0ieYJOFkz/WYeM22HDwXRESUWSRLceKE6qldqpRaN33jdvRa2wbIfitN24LuJdAiuDH6VnkdVf2qmmeHrUxmXrOfFIEwjwcPHqBChQr4+eefn6t9QkIC8uXLh8GDB2u/9yxyUCQBpV8uXLiQiXtNRESUAZI8kmSSPqGkTzQ1by4XLGjFlhYuBN54Q8sWOZYKhOvUiYamMrmcFLj8/HOgVi3A2VlN3Sudorp1S1szPDpavTQRERGRNZNkklQP0CeURL0StfGR43UEbd4LbBgOnAsBkl1w7dFZTN4/Eb8uOW5oe+neJUSci8CjpOfvXEJWOPytWbNm2vK8ihUrhh9++EF7PHXq1Ge2kyrxBQoUyJR9JCIiynR+fsCSJdC6JO3ZYxz3JsPmTp0C4uMNTd1vXUbImp8QUr8+vvq4NuJSsmv1waXz09atKtGkN2oUIB14K1dWvZikA1SdOkD27OZ5m0RERESZRXpqj/zWESNRGTduVMb69Z9i5fr7WH18M+7mXYem/RsZ2n69dD4mnf8QLnBH1QK10bx0fTQo3gBVfKvA2ZFVgDKTWXsqmcr9+/dRtGhRFC5cGK1bt8ZRmeL5X3pASfev1AsREZHJSbejmjWBIUPUTHIxMcDSpUD79sY2GzYAI0cCTZpovZ48w15Gs51fYHTzzdi1+ZFhOl5x/rzqLr53LzB6tBoaJx2lXn5Z/S+kQDhZPykf0LJlS/j6+mo30pbKZ+YfSK/trl27IjAwEI6Ojnjvvff+1kbKB8hrpV7c3d1N+C6IiIheXP78qsf2nOk5cHtXCxwa+SNahhY0bD9+3AGIK4hEPMKO6I34LOIz1PitBnJ+kxdNprfC1birZt1/W2JzSaWgoCCtF9OyZcswe/ZspKSkoFatWrh8+fIzf2fEiBHaeEL9IskoIiKiLJcrF9C6NZD6OhQQoKaDK1IESExUyadhw1Q1b8kYRUYamkrnpytXgNmzgddfB4oWNf6KDJfT12kS4eGqk1Rycha/R/rPWD6AiIgo7VC5cuXURCh6Y9t/gM+zX0GlHcfguPon4HhbIN4L8SmxWHd6PWKvGwtSzjgwC5P3TsbZO2dhxpLTVsushbpTkzti/1aoO7WQkBBUrFjxb4W6n5aYmIjg4GB06dIFwyQIf0awJYue9FSSxBILTRIRkcWQy/XZs6rAkox9k+X6deDWLSBvXtXmu++AjRsNVbx15Svg3EUnrakkl6Q+k376XrnDJx2jJI9Vr56x8HeZMoZJ6qyCvReHzqz4SXoqSQ+mu3fvvvC+2Pu5ICIiy3T/vioZsH5jMlbtPYBbulO4uamzlowSXp+Wwz33I9pjH7eiaBLYAI0D6qN+8foo6Gns/WRLYjPxmm3zgwldXFxQqVIlbba4Z5HZ4WQhIiKyWBL5+PurpU8fY5JJn1ASK1YAmzcDq1erX/HyQomQEJTQZ4x0pbXXuXdPDYmTppJDWL5cLSJfPpV8GjrUTO+TzF4+QHp5V65cGcOHD0cZyTI+Q3o35YiIiCxNjhxSz1kWJ4xFFcTHVzEklJKSU/D4YHuggBdQaBeuJ1zAzMNTtUVUy9sYu/utNe8bsHBWdC/yxSQnJ+Pw4cMoWNA2M4xERGTnSabUZDKLsWOBFi0AT0+VMZJ6O/37q4reT8a6yai58CkxuHVTh6goY8mmbNmAmzdV/XA9yRP06gXMmqWG1pFtYvkAIiKyF6nrUTo7OeLU5CGYGboVXS/dgfea1cD2D4GrlQGdA84d9DW0TU5JRs1fGuCjdR9j3Zl1eJj40DxvwMI4m/uOWOoeROfOncOBAweQJ08eFClSBJ9++imuXLmCmTNnGtrIdv3v3rx5U3vu6uqK0qVLa+u/+uor1KhRAwEBAVoX7tGjR2s1AfrIXV0iIiJbVr68Wt5/X2WG9u1Tw+RkyJxkkqQwuF716nBKSECV+vVRJTQUH02qj8cFiuDPP4HU92G2bJGhUWoRgYFqVjnp+BQSAnh7Z/3bpMxXs2ZNbdGThJKUD/j111+fWT5A4rSBAwf+rXwAERGRtU3K2727LDmg0zXF6dNNtfBp9ebbKFPxgaHdtjMHsetGhLaM3jkKTnBBpXw10aJ0AzQoUR/V/arDxckF9sasNZU2b96MUCk0+pQePXpoY/t79uyJ8+fPa+1S1w54mnTVlnbi/fffx5IlSxAdHY3cuXOjSpUq+Prrr7UhcM+LNQGIiMim3bihioE/fpx2fYkSKlvUrp3qJ67NngLMmKFyUzKrnNRjSm3uXKBzZ5iNvV+zTVWTUnTo0AHOzs6YKyf5Odj7uSAiItu2YfsdtBy4Eo8KbgRKbARyXUqz/bWiX2BGT1U/ICklCQ5wgJOjEyyRzdRUksDmn3Jaklh62r/lwMaNG6ctRERE9AxSpfvOHWDnTmPRb5kKTmo0yeLiYkgqBfs/xrdV/wA+DMFdp7zaZHPSXOqBHz0KVK5sfNnJk4GpU409maTjS+ou5mR95QPCwsLMvStEREQWoWHt3Ijd9ir27n0VGzbosHLnGUTFbERS4QigeATyxho7zMzctRIDIl5HvaIhCCvVQCv6HZQ3KN1OMtbO5gt1ExERUTqkgJJkf2TRF0/atk1ljJ4klDSSbGrfXqvh5FWhAlqHhqJ1o/rAVy/j+qNcWn5Kb906YNcutXzzjZraV0o56euEV6uWdgQevRiWDyAiIjIPue9Wo4YsDhiMAMTHB2DnzjexYWMKercwtvt9WyTuJ9/GyrNLtEXkcfFF44AGaBJYH21KtYGXuxdsgVmHv1kqdt8mIiJ6Ys0a4IMPgGPH0q53dAReeklV+ZbiSgAuXjT2YpKfV68amzs5AbdvA5l9WbXHazbLBxAREVm2KdMSMWJGFM6mRKihcoV3AM7GGVPXtzyFhpUDtMdnbp9BTrecyJc9X5btX2Zes5lUSgeDIiIioqdER0s2QxX9loyRvqeMdEuqXl09lvUyPq5+feiq18DJC26GBFN8PLByZebvFq/ZloPngoiI6O9lLCV0WhcRj9VHd+CaWwTgcxT3JoYjZ051w6fKqHbYFx+Okp4VEBZcH438G6Bu0brwdPOEqTCpZGIMioiIiP7FpUsqSura1Tim7Y03VGEl4e4O1Kmjxr1Jrxrp1WSCsW+8ZlsOngsiIqJ/duECcPAg0KqVcV3O/vUQl3dLmnaOcEK5PNXQpmwTfBk6JNP3g0klE2NQRERE9AIWLQIWL1bJpuvX027z9FSRVO7cmfq/5DXbcvBcEBERZdzEicDyiOuIvLAJD32k6PdGIM9ZbVu2W7XxYPw2ZDabmf2NiIiIbIgU9JZF7lcdP67GvUmCSZZ8+TI9oURERERk7f73P1l8kJzcGQcOdNbCpxXbzmPX9QhULJsLlo49ldLBO21ERESZKCUFuHYN8PPL9JfmNdty8FwQERFlnsePgTt3AB8fWPQ12zHT9oqIiIgoPTJTnAkSSkRERES2ytXVNAmlzMakEhERERERERERZRiTSkRERERERERElGFMKhERERERERERUYYxqURERERERERERBnGpBIREREREREREWUYk0pERERERERERJRhTCoREREREREREVGGMalEREREREREREQZxqQSERERERERERFlGJNKRERERERERESUYUwqERERERERERFRhjGpREREREREREREGcakEhERERERERERZRiTSkRERERERERElGHOGf8V26fT6bSfsbGx5t4VIiIi+gf6a7X+2k3mw/iJiIjI/uInJpXSERcXp/0sXLiwuXeFiIiInvPanStXLnPvhl1j/ERERGR/8ZODjrf2/iYlJQVXr16Fp6cnHBwcYItZSQn4Ll26hJw5c5p7d2wGj6tp8LiaBo+rafC4Zv2xlTBGAiJfX184OnJUvzkxfqIXweNqGjyupsHjaho8rll/XDMzfmJPpXTIQS1UqBBsnXyw+I828/G4mgaPq2nwuJoGj2vWHlv2ULIMjJ/ov+BxNQ0eV9PgcTUNHtesPa6ZFT/xlh4REREREREREWUYk0pERERERERERJRhTCrZITc3NwwZMkT7SZmHx9U0eFxNg8fVNHhcTYfHlsyNn0HT4HE1DR5X0+BxNQ0eV+s+rizUTUREREREREREGcaeSkRERERERERElGFMKhERERERERERUYYxqURERERERERERBnGpBIREREREREREWUYk0pWbsuWLWjZsiV8fX3h4OCApUuXPvfvbt++Hc7OzqhYsWKa9V9++aX2WqmXUqVKwZ5k9Lhu3rz5b8dMlujo6DTtfv75ZxQrVgzu7u6oXr06/vzzT9gTUxxXfl5f7HsgISEBn332GYoWLarNCCGfy6lTp6Zps3DhQu1Yyue1XLlyWLVqFeyNKY7t9OnT//aZlWNsTzJ6XHv27Jnud0GZMmXStLP371h6foyfTIPxk2kwfjINxk+mwdjJ/uInJpWs3IMHD1ChQgXtg5ARd+/exWuvvYYGDRqku10+aNeuXTMs27Ztgz150eP6119/pTlu+fPnN2ybP38+Bg4cqE3ruG/fPu31mzRpghs3bsBemOK4Cn5eM35cO3bsiI0bN+K3337Tju/cuXMRFBRk2L5jxw506dIFvXv3xv79+9GmTRttOXLkCOyJKY6tyJkzZ5rP7IULF2BPMnpcf/jhhzTH69KlS8iTJw86dOhgaMPvWMoIxk+mwfjJNBg/mQbjJ9Ng7GSH8ZOObIaczvDw8Odq26lTJ93gwYN1Q4YM0VWoUCHNtvTW2bPnOa6bNm3S2t25c+eZbapVq6Z75513DM+Tk5N1vr6+uhEjRujsUWYdV35eM35cV69ercuVK5cuJibmmW06duyoa968eZp11atX17355ps6e5VZx3batGlaG8r4tUtP2js4OOjOnz9vWMfvWHpRjJ9Mg/GTaTB+Mg3GT6bB2Mk+4if2VLJD06ZNw9mzZ7Vs5LOcOnVK61ZXokQJdOvWDRcvXszSfbRW0hW+YMGCaNSokdY9Xu/x48fYu3cvGjZsaFjn6OioPd+5c6eZ9tb6j6seP68Zs3z5crz00ksYNWoU/Pz8EBgYiEGDBiE+Pt7QRj6XqT+vQu5a8PP634+tuH//vtbFu3DhwmjdujWOHj1qtn22RnInUz6fcgwFv2MpKzB+Mh3GT6bB+ClzMX4yDcZO1h8/OZtkb8liycXjk08+wdatW7V6AOmRcZQyblW6HEo3uaFDh+Lll1/Wum16enpm+T5bA7lgT5w4UftClDHBU6ZMQUhICHbv3o3KlSvj1q1bSE5Oho+PT5rfk+cnTpww235b+3EV/LxmnPxRJF3cZdx0eHi49vl8++23ERMTo/3RJKTuQnqf16frXFDGj618VqVOQPny5XHv3j2MGTMGtWrV0oKjQoUKmfstWLyrV69i9erVmDNnjmEdv2PJ1Bg/mQbjJ9Ng/GQajJ9Mg7GT9cdPTCrZEfnAdO3aVbtoSAb4WZo1a2Z4LP9w5aIj2cwFCxZo44Pp7+SLLvW4X/mSO3PmDMaNG4dZs2aZdd9s/bjy85pxKSkpWpG+33//Hbly5dLWjR07Fu3bt8eECRPg4eFh7l206WNbs2ZNbUn9uQ4ODsavv/6KYcOGmXHvrcOMGTPg5eWl1aggygqMn0yH8ZNpMH4yDcZPpsHYyfrjJw5/syNxcXGIiopCv379tLtssnz11Vc4ePCg9jgiIiLd35MPnwRRp0+fzvJ9tmbVqlUzHDNvb284OTnh+vXradrI8wIFCphpD63/uKaHn9fnu4Mp3Yv1F24hF2YZnn358mXtuXwu+Xk1zbF9mouLCypVqsTP7HOQ4yh3Krt37w5XV1fDen7HkikxfspajJ9Mg/HTf8f4yTQYO1l//MSkkh2RivmHDx/GgQMHDMv//vc/7U6GPJY7FOmR8atyd0P+wdPzk2OqP2byj7dKlSrarAaps/LyPHXWnTJ2XNPDz+u/q127ttYFVo6V3smTJ7Ux1PouxPK5TP15FevXr+fnNROObXq9IOS7mZ/ZfxcZGakFkE/fRed3LJkS46esxfjJNBg//XeMn0yDsZMNxE8ZKhdOFicuLk63f/9+bZHTOXbsWO3xhQsXtO2ffPKJrnv37hma+eGDDz7Qbd68WXfu3Dnd9u3bdQ0bNtR5e3vrbty4obMXGT2u48aN0y1dulR36tQp3eHDh3UDBgzQOTo66jZs2GBoM2/ePJ2bm5tu+vTpumPHjuneeOMNnZeXly46OlpnL0xxXPl5zfhxlfaFChXStW/fXnf06FFdZGSkrmTJkro+ffoY2sixdHZ21o0ZM0Z3/Phx7bvCxcVFOw/2xBTHdujQobq1a9fqzpw5o9u7d6+uc+fOOnd3d629vXjRa9err76qzaKTHn7HUkYwfjINxk+mwfjJNBg/mQZjJ/uLn5hUsnL6KUOfXnr06KFtl5/16tXLUFAk0+UWLFhQ5+rqqvPz89Oenz59WmdPMnpcR44cqfP399e+3PLkyaMLCQnRRURE/O11x48frytSpIh2bGX6xl27dunsiSmOKz+vL/Y9IIGOBJAeHh7ahXzgwIG6hw8fpmmzYMECXWBgoHZsy5Qpo1u5cqXO3pji2L733nuG7wEfHx9dWFiYbt++fTp78iLH9e7du9oxnTRp0jNf196/Y+n5MX4yDcZPpsH4yTQYP5kGYyf7i58c5D+Z2bWKiIiIiIiIiIhsH2sqERERERERERFRhjGpREREREREREREGcakEhERERERERERZRiTSkRERERERERElGFMKhERERERERERUYYxqURERERERERERBnGpBIREREREREREWUYk0pERERERERERJRhTCoRkc378ssvUbFiRVgKBwcHLF261Ny7QURERPRMjJ+I6HkwqUREmWbixInw9PREUlKSYd39+/fh4uKCkJCQNG03b96sBQdnzpyBrbK0YIyIiIgsD+OntBg/EVkXJpWIKNOEhoZqQVBUVJRh3datW1GgQAHs3r0bjx49MqzftGkTihQpAn9/fzPtLREREZH5MX4iImvGpBIRZZqgoCAULFhQu4umJ49bt26N4sWLY9euXWnWSxA1a9YsvPTSS9odOgmeunbtihs3bmhtUlJSUKhQIfzyyy9p/j/79++Ho6MjLly4oD2/e/cu+vTpg3z58iFnzpyoX78+Dh48+I/7OmXKFAQHB8Pd3R2lSpXChAkTDNvOnz+v3QVcsmSJto/ZsmVDhQoVsHPnzjSvMXnyZBQuXFjb3rZtW4wdOxZeXl7atunTp2Po0KHafshrySLr9G7duqX9jvxuyZIlsXz58hc86kRERGTNGD8xfiKyZkwqEVGmkiBC7qLpyWPpul2vXj3D+vj4eO3Om7RNTEzEsGHDtOBBxslLQNKzZ0+tnQQ+Xbp0wZw5c9L8P37//XfUrl0bRYsW1Z536NBBC6RWr16NvXv3onLlymjQoAFu376d7j7K73/xxRf45ptvcPz4cQwfPhyff/45ZsyYkabdZ599hkGDBuHAgQMIDAzU9kXfNX379u343//+hwEDBmjbGzVqpL2eXqdOnfDBBx+gTJkyuHbtmrbIOj0JmDp27IhDhw4hLCwM3bp1e+b+EhERkW1j/KQwfiKyQjoiokw0efJkXfbs2XWJiYm62NhYnbOzs+7GjRu6OXPm6OrWrau12bhxo06+fi5cuPC339+zZ4+2LS4uTnu+f/9+nYODg6FtcnKyzs/PT/fLL79oz7du3arLmTOn7tGjR2lex9/fX/frr79qj4cMGaKrUKFCmm2yP6kNGzZMV7NmTe3xuXPntH2YMmWKYfvRo0e1dcePH9eed+rUSde8efM0r9GtWzddrly5DM+f/v/qyesMHjzY8Pz+/fvautWrVz/HESYiIiJbw/iJ8RORtWJPJSLKVHJX7cGDB9izZ49WD0DuUEm3arnTpq8LIF23S5QoodUEkDtjLVu21B5LF25pJy5evKj9lEKN0s1af7ctMjJSu6smd9eE3KGTOgR58+ZFjhw5DMu5c+fSLWIp+ybre/funab9119//bf25cuXNzyWbulC37X8r7/+QrVq1dK0f/r5P0n92tmzZ9e6netfm4iIiOwL46fnw/iJyPI4m3sHiMi2BAQEaOP4pav2nTt3DEGOr6+vNn5+x44d2jYZty8BSpMmTbRFulRL8CTBkDx//Pix4TWla7MERZ988on2s2nTploQJCQgeroOgZ5+fH5q0l4/nr969epptjk5OaV5LrOu6MmYfn2dgsyQ+rX1r59Zr01ERETWhfHT82H8RGR5mFQiokwnY/0lSJGg6MMPPzSsr1u3rjZu/88//8Rbb72FEydOICYmBt9++60WMInUM5/oSfHJwYMHa3flFi1apE29qyfj/6Ojo+Hs7IxixYr96775+PhoAdrZs2e1YOu/FNWUu4mpPf3c1dUVycnJL/z/ICIiIvvB+Elh/ERkXZhUIiKTBEXvvPOOVkRSf6dNyON+/fppd9GkjQQyEjiMHz9eK9p45MgRrejk0yTYqVWrltblWoKMVq1aGbY1bNgQNWvWRJs2bTBq1Citu/jVq1excuVKbXYQmRnlaVLksX///siVK5d21y4hIUELxiSIGzhw4HO9x3fffVcL8mTGEul+HhERoQV8+jty+v2WbuRSiFLuPkr3dDc3txc4okRERGTrGD8Z95vxE5H1YE0lIsp0EvDIDCXSlVvubKUOiuLi4gxT50p3bZkmduHChShdurR2x23MmDHpvqbcFZPx/xLoeHh4GNZLELJq1SotQOnVq5cWFHXu3FmbLjf1/zs1mT5XpsSdNm0aypUrp+2X7IdM2/u8ZPYUueMnQZFMl7tmzRq8//772hS7eq+88ooWdMnxkPc6d+7c5359IiIisi+MnxTGT0TWxUGqdZt7J4iIbEHfvn21LulSYJOIiIiI/h3jJyLrxuFvREQvSO4KNmrUSJt9RLpuz5gxAxMmTDD3bhERERFZLMZPRLaFPZWIiF5Qx44dtYKa0iVdpviVOgFS24CIiIiI0sf4ici2MKlEREREREREREQZxkLdRERERERERESUYUwqERERERERERFRhjGpREREREREREREGcakEhERERERERERZRiTSkRERERERERElGFMKhERERERERERUYYxqURERERERERERBnGpBIRERERERERESGj/h+EtiBIQlQa1AAAAABJRU5ErkJggg==", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -543,7 +545,7 @@ "source": [ "lams = C_0 / freqs\n", "\n", - "fig, axs = plt.subplots(1, 2, figsize=(14, 5))\n", + "fig, axs = plt.subplots(2, 1, figsize=(8, 10))\n", "\n", "# nominal and predicted\n", "axs[0].plot(lams, mode_data.n_eff[:, 0], \"b-\", label=\"Nominal Mode 1\")\n", @@ -565,6 +567,7 @@ "axs[1].set_xlabel(\"Wavelength\")\n", "axs[1].set_ylabel(\"Effective Index\")\n", "\n", + "plt.tight_layout()\n", "plt.show()" ] },