From 7e025abdadd506d565b24c9f5c43c38dc208c82a Mon Sep 17 00:00:00 2001
From: Martin Bauer <martin.bauer@fau.de>
Date: Sun, 5 May 2019 16:02:08 +0200
Subject: [PATCH] Adaptations to changes in pystencils (renaming of stencil
 plots)

---
 .flake8                                       |   2 +-
 .../01_tutorial_predefinedScenarios.ipynb     |  95 ++++++++--------
 .../02_tutorial_boundary_setup.ipynb          |   2 +-
 .../03_tutorial_lbm_formulation.ipynb         |  40 +++----
 doc/notebooks/06_tutorial_thermal_lbm.ipynb   |  20 ++--
 .../demo_create_method_from_scratch.ipynb     |  46 ++++----
 ...cumulants_and_maxwellian_equilibrium.ipynb |  96 ++++++++---------
 doc/notebooks/demo_stencils.ipynb             |  67 ++++++------
 ...und_generic_equilibrium_construction.ipynb |  93 ++++++++--------
 lbmpy/boundaries/boundaryhandling.py          |   2 +-
 lbmpy/creationfunctions.py                    |   6 +-
 lbmpy/fieldaccess.py                          |   4 +-
 lbmpy/methods/creationfunctions.py            |  10 +-
 lbmpy/moments.py                              |  10 +-
 lbmpy/phasefield/experiments1D.py             |   8 +-
 lbmpy/phasefield/experiments2D.py             |   4 +-
 lbmpy/{plot2d.py => plot.py}                  |   2 +-
 lbmpy/session.py                              |   4 +-
 .../schaefer_turek/scenario_schaefer_turek.py |   2 +-
 .../square_channel/scenario_square_channel.py |   2 +-
 .../phasefield/test_liquid_lens_angles.ipynb  |  15 +--
 lbmpy_tests/test_geometry_setup_serial.py     |   2 +-
 lbmpy_tests/test_plot.py                      |  14 +--
 lbmpy_tests/test_serial_scenarios.py          |   2 +-
 lbmpy_tests/test_stencils.py                  |  19 ++--
 lbmpy_tests/test_stokes_setup.ipynb           | 101 +++++++++++-------
 26 files changed, 350 insertions(+), 318 deletions(-)
 rename lbmpy/{plot2d.py => plot.py} (99%)

diff --git a/.flake8 b/.flake8
index a2cf044..caa78d2 100644
--- a/.flake8
+++ b/.flake8
@@ -1,5 +1,5 @@
 [flake8]
 max-line-length=120
-exclude=lbmpy/plot2d.py
+exclude=lbmpy/plot.py
         lbmpy/session.py
 ignore = W293 W503 W291
diff --git a/doc/notebooks/01_tutorial_predefinedScenarios.ipynb b/doc/notebooks/01_tutorial_predefinedScenarios.ipynb
index d3e56d6..f7bd479 100644
--- a/doc/notebooks/01_tutorial_predefinedScenarios.ipynb
+++ b/doc/notebooks/01_tutorial_predefinedScenarios.ipynb
@@ -6,22 +6,9 @@
    "metadata": {
     "nbsphinx": "hidden"
    },
-   "outputs": [
-    {
-     "ename": "ModuleNotFoundError",
-     "evalue": "No module named 'lbmpy.session'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-1-f547fe940a83>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mlbmpy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msession\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mpystencils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjupytersetup\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'lbmpy.session'"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "from lbmpy.session import *\n",
-    "from pystencils.jupytersetup import *"
+    "from lbmpy.session import *"
    ]
   },
   {
@@ -114,7 +101,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7f49b98b4f98>"
+       "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fde7f192390>"
       ]
      },
      "execution_count": 2,
@@ -141,12 +128,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA6IAAAFpCAYAAACGSJXZAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzsnXdck9f3xz8hhBU2yhJkg4qAoKIgCrK3WrVq3bOO1oG2WsfXVuuo1bq/tGotWts6q7Yu3NatCCqIAxeKA9krrCTn9we/PF9iAgQrVu19v173leTJnU+ePM8995x7Do+IwGAwGAwGg8FgMBgMxptC7Z/uAIPBYDAYDAaDwWAw/l0wQZTBYDAYDAaDwWAwGG8UJogyGAwGg8FgMBgMBuONwgRRBoPBYDAYDAaDwWC8UZggymAwGAwGg8FgMBiMNwoTRBkMBoPBYDAYDAaD8UZhgiiDwWAwGAwGg8FgMN4oTBBlMBgMBoPBYDAYDMYbpUFBlMfjWfN4vBM8Hu8mj8e7wePxJv3/8S95PN4THo939f9TZNN3l8FgMBgMBoPBYDAY7zo8Iqo/A49nAcCCiJJ5PJ4egCsAegL4EEApES1t+m4yGAwGg8FgMBgMBuN9Qb2hDET0DMCz/39fwuPxbgJo8SqNNWvWjGxtbV+lKIPxXiKRSHD9+nVIpVLY2dnB2NhYIc/Tp09haWmJzMxM5ObmwtjYGHZ2dsjJyUFubi5cXFygpla3cUNlZSXS0tIAABYWFrC0tOS+y87ORlZWFgBAIBCguroa1tbWMDU1rbO+vLw8ZGZmol27dvW2qwpisRh5eXnIyclBZWWlwvcCgQAODg4QCoV/qx0Gg8FgMBgMxpvhypUruUTUvKF8DQqiteHxeLYAPAFcBNAFwCc8Hm8IgCQAU4mooL7ytra2SEpKakyTDMZ7z5QpU7BixQqYmJjg0qVL4PF4ct/7+/vjww8/hI2NDWJiYiCVSnH+/HkcO3YMERERsLGxwa5du+oUCi9duoROnToBAAoKCnDhwgW0bNkS69atw8cffwwAmDRpEnr06IHBgwfjzp070NLSqrO/MTExePjwIRYvXozQ0NBGj1cqleLYsWNYv3499uzZg+rqagCAuro6evTogYMHD0IkEsHf3x/btm2DmZlZo9tgMBgMBoPBYPwz8Hi8TFXyqazO4PF4ugB2AZhMRMUA4gE4AGiHGo3psjrKjeHxeEk8Hi8pJydH1eYYjH8NkyZNgpqaGpKSknD69GmF76VSKWbMmAEnJycIhUIUFhbi1KlTsLGxAQDs2bMHM2bMqLP+goL/rQ9VVFRgxowZ+OWXXzB27FgAwMiRI7F8+XL4+/vjv//9b71CaGFhIRITEwEAR48ebdQ4nz59igULFsDR0RGhoaHYsWMHqqur4eTkhG+++QZZWVnYvn07KisrERcXhyNHjrz3Qujdu3exZs0anDhxAuz+yGAwGAwG499Eg3tEAYDH4wkA7AOQSETfKfneFsA+ImpbXz0dOnQgphFlMBTp168ftm/fjtjYWOzdu1fuuy5duuDcuXMIDw+Hrq4udu7ciQkTJmDJkiVyJqvr1q3D6NGjFereunUrBgwYIHeMz+dDIpGgf//+2LJlC/h8vkr93Lx5M4YOHQoA8PT0RHJycr35xWIxDh06hPXr12P//v2QSCQAAE1NTfTu3RujR4+Gv78/pwUuLi7GgQMH0L9/f5X6864jlUoRHByMEydOAACaN28OV1dXuLq6om3bttx7ZSbbDAaDwWAwGG8jPB7vChF1aChfg6a5vJoZ4o8AbtYWQnk8nsX/7x8FgF4A0l61swzGv52pU6di+/bt+PPPP3Hnzh04Oztz30mlUgDAoUOHOC3mnj17sGrVKpiamuLFixcAgPHjx8POzg7BwcFyddfWiMqQSCSIjo7G5s2bVRZCAWD79u3c+5SUFOTm5qJZs2YK+TIzM/Hjjz9i48aNePLkCXfc1dUVo0ePxuDBg5UKV/r6+u+9EFpSUoLMzEw8fPgQDx8+RPPm/9tCkZOTg5MnT+LkyZNyZQYMGIBly5bBwsLiDfeWwWAwGAwGo2lQZY9oFwCDAaTyeLyr/39sJoABPB6vHQAC8BDAx03SQwbjX4C3tzf8/Pxw5swZLF++HPHx8dx3MkEUqNFuqqur48mTJ7hy5QpsbGw4QVQsFqNPnz44f/48WrduzZVRJogaGBhgwIABEAgEKvexsLAQhw8fljt2/PhxfPjhhwCA6upq/PHHH1i/fj0OHz4MmbWFjo4O+vfvj1GjRqFz584Ke2DfN0pKSjgh8+WUmZmJvLw8leoRCATo378/pkyZAk9PzybuNYPBYDAYDMabRRWvuWcAKJs5Hnj93WEw/r3ExcXhzJkz2LRpE+bPn89pGmsLooWFhTAzM0N2djZ2794NW1tbXL58mfu+qKgIUVFRuHjxIqdpKywsRL9+/fD777+juroa5ubmyMjIaLQn2r1793KOhWQcPXoUnp6e2LBhAxISEjihGADat2+P0aNHY8CAAdDX12/0+XhbKS4uVhAua3/Oz89vsA6BQICWLVvCxsYGNjY2+PnnnyEWiwEAJiYmGDt2LCZMmPBWaEBFIhF0dHT+6W4wGAwGg8F4z2iU11wGg9F0xMbGwsHBAffu3cP333+P2bNnAwBe3sednZ0NoMY8NyoqSu67uLg4REdHo6CggBNEAwMDMWjQIE6INDU1ha6ubqP7t337dmhoaKCqqoo79vPPP2P9+vXcZ319fQwcOBCjR49+Z7V4RUVFCsJl7aRMw/wyMkHT1tZWabKwsOBMoi9evIiffvoJrVu3xuTJkzF48GBoa2s39TBVZt26dVi/fj38/f25ZG5u/k93i8FgMBgMxjuOSs6KXhfMWRGDUT9r167FJ598AjMzMzx8+BBaWlrw8vJCSkoKl6d9+/a4cuUKAGDOnDnYunUrgoODER8fj7Zt2+L69euc+eu9e/fQtWtXPHv2DHZ2dnjw4AH4fD4KCwsbJYxWVFRg0aJFCAgIQGBgoML3vr6+GD16NPr27fvWx/wsKiqqU8h8+PAhCgsLG6xDIBDAxsamTkHT3Nxc5b23u3btglAoRFhY2FtptlxWVgZXV1dkZv7PE7uzszP8/f3RrVs3+Pv7w9ra+h/sIYPBYLwfEBHWrl2Ltm3bwtfXFxoaGv90lxiMV0JVZ0VMEGUw3iLKyspgbW2NgoIC/PjjjxgxYgTatWsHR0dH7N+/HxUVFTh9+jSmTZuGixcvYuzYsZg8eTJ0dXVha2sLsViMI0eOIDg4GI8fP0bXrl2RmZkJW1tbnDp1Ch4eHigsLMTRo0cRFBSkcp+2b9+O9evX4/z589xxQ0NDDBs2DCNHjkTbtvU6zH6jFBYW1rk/U1VBU0NDQ0HQrP3ZwsKizrit/zQSiQSlpaUoKSl5Lam2BrwunJyc8PXXX6Nv376vXZiWSqVv7blmMBj/LjIzM/Ho0SN07ty5UT4WGkN8fDzGjx8PHR0d+Pv7IyQkBCEhIXB1dX0rFysZDGW8Nq+5DAbjzSEUCjFu3DgsXLgQ3333HYYPH45Ro0Zh3LhxiImJwcGDB7F//3706tULFy9eREpKClxcXADUhID55ZdfsGLFCri7uyM4OBiZmZmwtLTEsWPH0LJlS/j4+ODgwYM4e/Zsg4JocnIy1q9fj19//RXFxcUK31+/fv2Na8KISE7QVGZCW1RU1GA9ygTNlzWab0r4ISKIRKLXJjiKRKI30m+gxsnWwIED0a9fvyaL+fr48WN8+OGHCAoKQkREBHx8fKCuXv+jKyMjAyUlJfD09HwjE7c9e/Zg06ZNiIiIQERERJP+Ly5duoQ9e/YgMjISnTt3bvBcvCoSiQS3b99G69at2eS3CaiqqkJVVdUrbZNQFbFYjMOHD8Pf37/JLFWePHmCS5cuITg4GHp6eq+9fqlUCh6Pp/I1SERNer2am5vD398fBQUFCA4ORnh4OMLDw2FtbQ2xWIzKykpUVFSgsrJS4X1939V+X1paCh6PB5FIhIMHD+LgwYMAAAsLCwQHByMkJATBwcGN8iFw5coVXL16FREREbC0tGyq08NgNBqmEWUw3jKePn0KW1tbVFdX4+DBgwgPDwfwP7NdNzc37NixA61atQJQMxGwtLREUlISOnbsCABo1aoVbt26hWbNmuGvv/7ivOguWLAAs2fPRkBAABe7sjbFxcX49ddfsX79erkYoWZmZhg2bBh69OgBX19fLu/rnni8LGgqS8qE4pfR1NSsV9A0MzP7W4Jmbm4uALwWwbG0tFTOIdXrRE1NDbq6utDT0/tbafjw4Th16hQAwNHREYMGDcJHH30EJyenBvtQVVX1t83LJkyYgP/+978Aajw+BwcHIyIiAuHh4WjRooVC/sLCQtjZ2UFbWxuRkZGIjIxESEiIytdrWloarK2tYWBgoFJ+iUSCtm3b4tatWwCAtm3bckJply5dXqt5nUQigbu7O9LT02FoaIiwsDDuXNS1GEBEqK6ubnQ/evXqhZSUFERHRyMqKgoBAQH17l9OTk6Gvr4+HB0dVW4jKysLEydOREREBKKiohqcJKenp+P3339HTEwM3N3dVRI6xGIxvvnmG/j7+8PHx6dBs/n8/HwMHToUQUFBiI6OVmk8OTk5uHTpEgIDA1Xa401E6NKlC/T09Ljza29vX2+Zx48fw8rKqlGC1tChQ7Ft2zYEBAQgKiqq3nZeRYiTSqXw8vJCeno6unXrxrXh5OSkUFd5eTk0NDQaFTKMiBAbGwtLS0tER0cjKChIznmaWCyWE+Li4uIgEAjQpUsXtG7dGhKJBCKRCGVlZSgvL0d5eTlEIhH3vqKignuVpdqCY2VlJbdoUFVVherqahQUFKCkpKRR5+l1oq2tjaioKMyePRseHh4K3yclJeHXX39FTEwM/Pz8IBAIUFFRAUdHRzx58gSenp7cfbFTp06N+j0YDFVhprkMxjvMsGHDsGnTJgQHB+PIkSMAgIcPH8LOzg5AjXlQeHg4bt68if/+978YN24cAMDHxwcXLlwAUDNhP3HihJzToJMnT6J79+4QCARIT0+Ho6MjiAgXLlzA+vXrsW3bNk6jxuPxEBYWhtGjRyMmJgYCgQDJyclo3749gBoBo7GmSUSEgoKCesObqCpoKhMwZcLny4KmWCxGSUkJ8vLyUFBQAIlE8rcEx5e9B79OhEIh9PT0OAFSV1cXQqEQurq60NHRgVAohI6ODnR0dKCtrc0lLS0tLmlqakJTUxPq6uqQSCQQi8Uqv7587Pnz5/jhhx/Qpk0btGnTBs2bN4dYLEZ1dTUqKyshFotRVVXFvUokEu6zWCxGbm4uHjx4AAMDA+jp6UEgEMjVL3svlUohkUjkXmXvZe0pw9DQEBYWFjAzM4OhoSFXJjU1FY8ePeLy8Xg8NG/enMurqakp137t/uTn5+P27dvcbyAUCqGmpsbV/XI/ZddTZWWlQv80NDTg6OgIJycnODg4QFdXl6tDIpHgzJkzkEqlsLW1hYmJicI5qd0v2fGbN2/i7t27Cm15eHggMDAQgYGBcHNz4/pMRBg7dizU1dURGBiIbt26QVdXF0TEfa/s9dq1axg1ahRXv7a2NoKCgjhh42XNb1paGtzd3dGqVSvExsYiJiYGnTt3bnCiO2TIEPz8888AAC8vL0RHRyMmJgZeXl4KC0ZEBC8vL1y9ehXW1tZc3u7du0NLS6vONmbNmoWFCxfCxMQEkZGRiImJQVhYWJ0evadOnYrvvqsJne7s7KwwcZddn7LfSCwWIywsDHfu3IGfnx+Cg4PRtWtXmJiYKPy/ZNfzyZMn8dVXX3FtWltbw9vbG97e3pylS+3fPjExEXv37oWHhwc8PDw4Ya92ntrXpEQiwePHj7Fhwwa5sVlZWaFDhw7w9PTkngHV1dW4efMmdu/ejbZt26JNmzbQ1dWV66/sVSaUyQS1W7du4dq1a3Jt6OnpwcrKCubm5jA0NIRYLIZIJMK5c+egp6cHAwMDaGtrQyqVytWt7L4ka+tdhMfjQUNDAwKBgHuVJXV1dWhoaEBdXR3q6urcMT6fjzNnzkAikXD1aGhowM3NDZ6enmjdujV3H619n6x9v/z++++RnZ0NTU1N2NnZwd7eHk+ePFH4nYyNjREWFoaoqCiEhYUpjQvOYLwKTBBlMN5hrl+/zq10Xrt2De7u7gAAV1dXpKen4/vvv0dmZiYWLVoEPz8/fPvtt+jcuTPat2/PaTJra1NliEQiGBgYQCwWw9TUFLt378aYMWNw48YNLo+VlRVGjBiBESNGwMbGRq78smXLMG3aNADAxx9/DD6fDzU1Naipqcm9r/05Pz8fR48eRVFREQoLC1WaUKipqUFLS4sTvIRCIfT19WFgYABDQ0MYGBjIPdwzMzORlpaG6upqbqIkM3cqLy/nQqM0JS+PWzYpqIuX770yAYDBYDAYjDeNoaEhvvzyS0yYMKHJTP4Z/x7YHlEG4x3G3d0dI0eOhJubG6cFBYDIyEikp6dj//79mDNnDhYtWoQzZ87A1NQUAPDdd98hMDCQ02a8LIjq6OjA09MTly9fxosXL9CrVy8IhULw+XxER0dj9OjRCA8Pr1ODUVsw/eGHH5pg5DVIpVKIRCKIRCLODPZtp7Z2hMFgMBiMtx2hUIioqCgMHz4c3bt3h6am5j/dJca/DCaIMhhvKS+bUwFAVFQUli5diqNHj8o5Krhw4QLEYjFcXFywYMECfPHFF1izZg23X6Y2Xbp0weXLlwEAL168gIGBAQ4cOIDQ0NAG+1Q7fmTPnj1ha2srZx70spmQzOwqPT2dMyfV0tKCQCCot0xmZiYqKiqU1i1Ltc0IZSZc/yZ4PB7ToDIYDMY7Do/H40xyZWa6db0nIuTm5sLExARGRkYQCATc9zLTXnV1daSnp8uZ78vaqK6uhqWlJRwdHfHXX39xXvGvXbuGPn36oE+fPvDw8GAOyhhvDGaay2C8Q1RXV8PY2BilpaVyx/v06YP//Oc/mDRpEnbu3AkbGxuUlpbit99+Q//+/eXy7ty5E3379gWfz+eENyMjIyQmJnLOjupCtscUqNmnefDgQe7z60YikSA5ORmJiYnw9vZuUFBOSUnBkCFDkJaWJne8efPmOH78OKytrTmT3dp7nGTvazuqqP1aUVEhtx+qoqICxcXFSEhI4LSf6urqMDc3h6mpKYyNjcHj8ZS2UVf7/yTGxsbo0aMHpk+fDgcHhzoF/vqONZRnxIgRuHjxItemh4cHt8+wIWcZBQUFKC4uVjATr4/U1FTMmzcPMTExCA0Nhb6+fp0LGsoWQkpKShAQEICCggKuv926dUPXrl2VnqNHjx5BIBDAxMSkwbpfTqWlpRg3bpzcQoqpqSlCQ0MRFhaGgIAArv9EhNu3b+PWrVvw9/eHtra2wr7OuvZ8Xrt2Df369ePa0NfX5/aGRUREcFYVMogIvXr1gpmZGWJjY1VywiMSiWBvb4/s7GxoaWlxzn6U7SeVIZFI4Orqivz8fERFRSEmJqZex1ISiQRt2rRBRkYGvL29ERMTg5iYGLi5udU7eZ45cyYWLVqE5s2bIyoqCtHR0QgNDVXaDhGhQ4cOePz4MaKiohAbG4uQkJAGPdwOHz4cCQkJ4PP56NKlC7d/1cXFRaFvRMQ5f4qJiUFUVBSsrKzq/A8REfLz8+Hh4cHd/62trREcHIzAwEB4e3tDQ0NDLr9YLMbMmTPh4OCAgIAAtGzZst7/r0QiwaxZs3D69Gmun2ZmZvDz80OnTp24MF21Hf/k5ORg7969cHBwgKWlJaRSKcrLy1FZWanUMdDjx4/x4sULrn4+n88JU7UXFd/VrQrKfud3DUdHR04o9fLyYkIp45Vge0QZjPeQ7du3Y+DAgZwApKOjA5FIBKFQiJSUFDg7O2Pu3LkoLCzEypUr0alTJ855kYynT58q9TSqr6+PAwcOoEuXLnW2f+jQIURERHCfdXV1cfToUXTq1Om1jO/p06dITEzE4cOHceTIEeTl5WHYsGHYuHFjvQ/DqqoqLFu2DPPnz0d5eblc/06dOgUvL6/X0j8ZX375JbZv3845MPHz83tlz6iyyVddAnJ9wrMq7wsKCrB582aFds3MzBASEoLQ0NBGhwJoDElJSQgICOCc3ERGRsLKyqpJ2npd/PDDDzh+/DgnpDVv3rzJ2lq+fDmmTp0Kb29v7npS5qTn79K7d2/cvHmTWwDo0qVLvc7GiAhE1Kh+bNu2DSdOnEB0dDQCAwPlvJvWRXZ2Nu7du6ey987bt2/j7NmziIqKUjlkkFgsxrfffouAgAB4e3s32E5hYSHS09Mb5VE0Ozsbn332GRfOw9jYuME+iUSiOp0lKWPevHncdRkdHY1WrVq9ViHh7t27cHV1RYcOHRAZGYmoqKjXqh0rLi6Gq6srtxAVGRlZ7wKTVCpFRUUFrl27Bnt7e27BsLZH2/LycjlncqmpqTAwMEBFRYWct9yysjLOT0FpaSlEIhF3n3xbt1Ooq6tDU1NTzsmRuro6SkpKkJ+fL5dXR0cHNjY23GJAUVER52yqtvdf2fuysrI6Pf+amJhwsUt79eoFIyOjNzFcxnsGE0QZjPeIiooKxMXFIT4+Xu74sGHDsGfPHhQWFmLbtm3o168feDweNm3ahKFDh4KIcO7cOfj4+MiVs7Ozw8OHDxXaEQqF2LdvHwICApT2Y8+ePejVq5fcMSMjI5w8eZJzqNTYcZ0+fRqJiYlITExU0GYGBwfjwIED9U6Yjx49ik8++QS3b98GUPMQzcvLg0AgwIEDBxAcHNzofjXEixcvFDRIbyuLFi3CzJkzoampiW7duiE0NBQhISGcV9WmJisrC82aNavXo+nbRlPHIqxNYmIiPD09m/R6kmltbW1tm6wNRtNTUVHRpP+jBw8eQE9Pr8k8pxYXF0NdXV2lBYo3xbFjx5CTk4M2bdogJycHGRkZyMjIwN27d3Hu3DmVfBTo6+vD2NgY+vr6EAqF3PaTqqoqnDx5Ui4vn8+Hvr4+tLW1OVPZsrIylJWVvbbtJfb29pg4cWK9Tofmzp2LefPmAajxyOvn58ctTLZr1+6NxdFmvL8wZ0UMxntCTk4OIiMjoWwRp3v37hCLxdiyZQsSExM5b63Tpk1DWFgYDh06hBUrVsDHxwfV1dWcQNelSxcFQdTMzAxffvkl8vLy6pyIV1RUKBwrKChAaGgoTp8+rVJcydps2rQJ06ZNUzA1BgA3Nzfs3LmzTiH0yZMniIuLw/bt2wHUTAbmz58PDw8PdO/eHT///HOTCKEAVBYaDh06hCVLlsDGxgYtW7aUe7W2tm5y4ax22IeuXbuqFN/wdfO2az+V8SZN0cLCwpq8DTU1NSaEvgc09f2itmO8pqAx2t83RVBQUJ2fBwwYgK1bt2LChAno2bOnnJCakZGB+/fvo6qqCsXFxfWGHdPT04OjoyM6deqE7t27o1WrVnB0dFQQyKurqzknfbVTWVmZ3Od169bh/PnzcmUNDQ3h7+/PhW9ydXWt8z724sULHDlyBFOmTEFoaCi6du0KoVDY2FPHYLwWmEaUwXgHqKiowLp16zBp0iS540uWLIGDgwN69+7NxXeU7Wtr164drl69Cj6fj/v37+PAgQPw8fGBh4cH4uPjMX78ePB4PDg6OiIjIwMAcOTIkXqFt4SEBAwfPlzumFAoRGhoKFq2bImlS5c22u375s2bMXToULljlpaWuHjxolIhprq6GqtWrcKXX37JCbCDBg3Ct99+C3Nzc9y+fRuHDx/Gp59+2qh+vExycjLi4+Nhb28PBwcH7rUxZkpEhAEDBmDbtm1KvzczM0PLli3h5+eHuXPnwsDAQKG8WCxudLxWBoPBYPw9PDw8cP36dWzZsgUDBw5U+F4Wp/VlAVUmpDYUb7pFixZcjGEnJye5eMN1aY2fPn3KLfh269aNEzzbtWunshm5VCplGk9Gk8NMcxmM94jc3Fx4eHjg6dOnsLW15bSZ3bt3x59//olmzZqhoqICFhYWePbsGVfO3Nwcz58/x7Rp0xAeHo4+ffrg4MGD0NHR4fb+JCUlYfny5diyZQvc3d2RnJxc5wPt+++/x7hx48Dn82FoaIi8vDwANY6C2rVr16gx5eTkYOrUqVwgexl6eno4ffo0F0e1Nn/99RfGjx/PxT11dXXF2rVr4e/vz+V5XWaVRIQPP/wQO3fulDtuaGgIBwcHOeE0JiYGZmZmKC0txY0bN5Camoq0tDSkpqbi+vXrdZp3WVlZYebMmRgxYoRSt/lEhH79+uHx48fo0KEDOnbsiA4dOsDFxUXlScfTp09hYWHR6HOSkJCA0tJS+Pr6wt3dvcnjypWXl0NNTY2FD2AwGP84YrEYurq6qKysRHJyMjw9PRtVXiKR4NGjRwoC6t27d1UWUl8WUJ2cnFBUVAQA6Nix4yv7JWAw3gSqCqKcQ4I3kdq3b08MBqNxSKVSioqKIgBkZWVF2dnZZGtrSwBIXV2dCgsLKTY2lgBQ8+bNCYBCMjAwoGfPnhGfzyehUEhHjhwhfX19AkDHjx+nR48ekZaWFgGgDRs21NmX5cuXEwAyNjamM2fOUFhYGAGgXr16NWo8P/30E5mYmHD9++ijj8jNzY34fD4dOnRIocyzZ89o0KBBXH6hUEjffvstVVVVvdI5ratfjx49osOHD9PKlStp3Lhx1LFjR6XnU5bc3Nxo0KBBFBsbS/b29vXmrZ1atGhBa9eupYqKigb7de/ePdLU1JQrLxQKqWvXrjRlyhT69ddf6c6dOySRSJSWX7BgAZmbm1Pfvn1p9erVdO3atTrz1ub27dskEAgIAOnq6lJQUBDNmTOHDh06RIWFhY0+vw1RXl5OrVu3psDAQJo3bx799ddfKp2fV+Xw4cOUmppKUqm0ydpgMN5Fqqurm6zujIwMevbsWZPV/7q4c+cOASAej0dlZWWvte7q6mq6d+8eJSYm0po1a2jSpEkUFRVFzs7OpK6u3uDzw8rKirp3706jR4+mJUuW0O7duyk1NZVEItEr9acp7ucMBoAkUkE2ZBpRBuMt57vvvsPUqVOhpqaGkydPomvXrrh06RJiY2ORnZ2NHTt2oKSkBCMiVEQzAAAgAElEQVRGjICWlpbcPk5TU1Pk5uZCKpVi9erVSEhIwJUrV6ClpYU2bdogOTkZ8+fPx+zZszF79mwsWLAA5ubmyMjIUBqqYPHixfjiiy8QGhqKxMREXLhwgXOEpIpW9M6dOxg7dixOnDgBoGZPUnx8PMLCwtCnTx9ERERg5MiRXH6xWIz4+HjMnj2b24Pz4YcfYtmyZa+897Cqqgr37t3DzZs3cevWLdy8eRM3b97E7du3le5VVYZsL64ydHR04OrqirZt28LNzQ2Ojo744IMPIBaL0aJFC8ycORPDhg1DcXExsrOzufT8+XO5z7Jjst+vvr5ERkbi888/R9euXbnjEokEpaWlyM7Oho+Pj5yXRQMDA3Tq1AkeHh5o1aoVp80tKCiQS/v27cPz588V2uTxeHBzc4Ovry8iIiIQExMjp3F99OgRJk2ahJCQEERERDS494yIUFVVhY0bN2L8+PHccW1tbfj6+iIgIIDzeKpMC3D48GGYm5s3GMLj5TJhYWGwsLDgPEQGBwfLxcp9maysLFy8eBEhISEq73crKSnB4MGD4ePjg4iICJX6ePbsWdy7d69RHnvv37+PpKQkhIaGwtDQsMH8YrEYc+bMga+vLwIDA1XaI1ZdXY0bN240ypPqokWLQESIjIxUqZxIJOI8hKrK119/jefPnyMiIgLdu3dv0BkONdJqorKyEiNGjICXlxciIyMb9FbbWNNHIsKuXbvg4+Oj1KP5yzx8+BBisRiOjo4qt9EYfvrpJyQkJCAiIgLh4eGv1XPu/fv30bp1a7Rq1QqhoaHcHsW3zZnZ3r170bNnTzg4OMjF42xqxGIxMjMzFbSoGRkZePDgQb0efnk8HqysrOQ0qDKNqoODQ53nuH///mjWrBni4uJgb2/fVENj/MtgGlEG4z3g4sWLnFbq66+/5o5XVFRQ7969CQANHz6ccnJySE1NjQCQtrY2p+3csWMHffXVVwSAHB0d6dNPP+VWVWX5w8PDiYiouLiYzMzMCADNmTNHaX/mzp3LaTBlhIeHEwDq2bNnneOorKyk+fPnc5o9Pp9P06dPl1tpTktLkytz7tw5ateuHddfZ2dnOnz4MBGRSivqRUVFdPHiRdq0aRPNmDGDevbsSS4uLg2uOOvp6ZGlpSWZm5tzWmJlic/nU+vWralv3740b9482rlzJ507d46uXLlChw4dok2bNtGSJUvogw8+IG1tbWrVqhW1bduWTE1NuXP/d5KOjg61adOG/Pz8qGPHjuTs7EwWFhZkYGBAGhoaf7v+hpKfnx9988039Ndff9Hx48fpzz//pN9++43Wr19PK1askPvt9PX1ycnJiTp27Eh+fn7k5eVFzs7O1KJFCzIwMCA+n69Sm9ra2jRo0CB68uQJ9ztXV1fTn3/+SQDI0tKSBg4cSN9//z1dvHiRLl26RKdPn6ajR4/S/v376ffff6etW7fSpk2baN26dUotCNzd3Wnq1KmUmJiooGGQSCTk7u5OAoGAgoKCaPny5XTnzp0Gr0XZfxD/rw0fNWoU7dq1i4qKipTmLywsJCMjI+LxeNSpUyeaN28eXblypV7trVgs5q7vgIAAWrp0Kd28ebPeMvPmzSMApKmpSWFhYbRy5Uq6e/duvWOJjIwkKysrGjt2LO3fv5/Ky8vrzX/lyhVu7JaWljRy5Mh6x15SUkKOjo700Ucf0datW1XS1jx48IC7T8rGsmLFCrp9+7bS8S9evJgGDhxI27dvp+Li4gbrJ/qfNQgAsrW1pXHjxtGff/5JpaWlCnlPnTpF3bt3pxUrVtCDBw9Uqn/BggUEgNq1a0ezZ8+mCxcu1Gm5kJeXR/r6+uTi4kLTpk2jU6dO1avFTElJoY0bN1JOTo5KfamqqiIHBwduvObm5jRs2DDaunUr5eXlKS0jkUiovLycioqKKCcnh7Kysuj+/ft069Ytun79OiUlJdG5c+fo5MmT1L17d7n/nJaWFoWFhdGyZcteyUrh3r17DV63jWXhwoUEgGJiYl5rvX+H6upqunv3Lh08eJBWrVpFEydOpIiICHJ0dGzwHsrj8ahly5YUGBhIH3/8MS1dupT27NlDN27coPXr13Nzgv79+1NycvI/PVTGewCYRpTBeLcpKiqCp6cnHjx4gKCgICQmJnL7Ap88eYK+ffvi/PnzMDMzw9OnTxEYGIhTp05h2LBh0NLSwvfff4+YmBj8+OOPaNmyJSoqKvD5559jyZIlcu1oa2ujtLQUampqWL9+PcaMGQNtbW3cuXNHQes4Y8YMfPPNNxg5ciQ2bNgAALh48SI6d+4MAEr30pw/fx6jRo1Ceno6AMDb2xvr1q2Dh4cHioqKFBz05Ofn47PPPsPGjRu5/s2ePRtTp07l9g/26tULv//+O7dKn5aWhlOnTslpOJ8+fVrnueXxeDA1NYVQKIRUKkVhYSEKCwvrzK+jowMnJye0aNECenp6EAgEEIvFyMnJ4bSXubm5jQ5ezuPxIBAIwOPxOMdE9Wk/mwI1NTWoq6uDz+dDTU2NO6dEhMrKyrcmxp4shh5Qo5mTSqVNfq74fD4MDAygoaEBIoJUKuW8WL6cT11dHQKBAHw+n8sre9BKJBJUVlYqbUNLSwva2trQ0dGBQCDgyuXl5UEkEim0o6urCx0dHTmtn+xcFBYWcnvIZMjCZWhra0NLS4u7RokI1dXVSjXeGhoaMDAwgJ6eHteOrI3S0lJkZWXJ5ZfVraWlBTU1NW78snJ1afX19fVhYGAAfX19aGpqQiqVQiKRIDs7Gy9evODyaWpqQktLC5qamlBTU+PCXMjOlVQqRXFxsdI2tLS0YGxszIXX4PF4qKqqQlJSEncuhEIhtLW1IRQKOWuH2mOQeZ+u3ScZPB4PFhYWsLa2hrW1NQwNDcHj8fDHH38gOzsbAGBsbIzmzZvDzMwM+vr63HUhO6ey6+PMmTNydQsEApiZmcHc3BxmZmacllgqleLatWvIzMyUy2toaAhDQ0Po6upyv69YLEZ1dTUyMzMhkUigoaEBDQ0NqKury91vJBKJ3HVbXygR2bXO4/EgFotf+33LwsICX3zxBcaNG6fS3vTc3FzY2NjAxcUFffr0QZ8+feDs7Py3+jB48GBs2bIF06dPx+LFi/9WXW8C2W+sbE/qgwcPGh0aJiQkBJ9//jmCgoLeqBdxxvsDc1bEYLzj3L9/HzExMcjNzcW1a9fkTAavXr0KT09P8Pl8SCQSXL58GWfPnsXChQsxefJkBAQEwNfXF+rq6njy5AlmzZqFDRs2wNfXF+fOnVNoa/HixZg+fTokEgk8PT2RmpqKoUOHIiEhQS7fd999h4SEBPTu3Rtz587ljkdGRuLgwYPo0aMH9uzZI1fm119/xcCBA6Gnp4eFCxdyzo4AYMSIEVi9erWcWWB+fj5cXFyQm5uLnj17Yvny5QqhJ3R0dLB69WrOjHfevHly/ZGhra2NVq1acaZgslc1NTW4uroq5Dc0NISbmxvc3NzQtm1bCAQCeHt7w93dHd26dcPp06fr+LX+h6amJszMzKCmpqY0ViuDwWD8W6m90PUyxsbGnMDUsmVLdO7cGcbGxpzwrKmpqfD+8ePH+PPPP6GhoYFTp05xdbm5uaF3797o06cP2rRpAx6Ph8LCQly9ehVt2rRpMASXl5cXUlJSsHTpUnTv3h02NjYwMTF5jWfizVFdXY2HDx8qNfd9+PBhvUJq+/bt8fnnn+ODDz5ocod1jPcLJogyGG85teN61oVIJEJGRoaCB9kjR44gNDQUBgYGKCoqwpdffokZM2ZAIBBwGgkXFxdkZGRgxYoVCA4ORtu2bQHUhEaprS3s27cvbGxsMHnyZLRo0YLbOwcAV65cgZeXV4NjuXTpEjp16qS0DBFh4cKFGDZsmML+p9jYWPB4PPz+++9yXmB37doFLS0tREVFKW1PV1cXfD4fqampaNmyJfbv349vvvkGrVu3lhM6ra2tle7Vkkql8PPzg5OTE7eX083NDZaWlnWu/n7yySe4fPkyp52onWofk2ld/vzzT3z22WfQ19dXKenp6WH48OHQ1dWFsbExmjVrBhMTE2hoaMDCwgLNmjWDkZGRXFq4cCGOHTvGaeRkr7Xfl5WV4f79+7C0tISOjg7u3LnDaRdle/E0NDS4V01NTWhqakIikaC8vBwZGRncnjo1NTVOa1r7fe1UWlqK8vJyOY2SDHV1dW4iyefzwePxIJFIUFRUBB6Px2ljZHUD4OqVvQdq9vm+TF3PMtnkSTbZqv371u6fbEyy75VpgmWa64ZQdg29yWctg8H4H61atUKfPn1gZmaGTz/9FC1btpTTJr+MRCKBrq4uKioq0KZNG6Snp2Pz5s0YPHjwG+z1m6GyshJ+fn5K45TL4g+7uLggIiJCZQ01gwEwQZTBeOu5fPkyEhMTMWPGjEbf3GVaRhkdO3bEpUuX5PJ8/fXXmDNnDry8vHDlyhWEhYXh8OHDsLe3x/3796Gvr4/i4mJMmjQJK1askCsr03D6+/vjxIkTKpnmREVF4cCBA4iNjcXevXtVGsfkyZOxcuVKfPLJJ1i1apXKJkD6+vooKSlBSEgIEhMTmelQPYhEogadt7xuqMYnALKyshAbG4tevXohKCioQYck+fn5MDY2bnR7jx49gqOjI6qrq2FjY4PY2FjExsaiW7dudYY42LlzJ1JSUtC3b99GOWPp06cPdu3aBR0dHYSFhSE2NhZRUVH1OhWKiYnBuXPnEBMTg549eyI0NLTe36SiogL29vZ49uwZ3N3d0aNHD/To0QNeXl719lP2Hzc0NERkZCRiY2MRHh6uYP4uY+bMmVi0aBGcnJy4Nnx8fOoNDbRp0yYMGzYMQI3Tq4iICERFRSE8PByGhoYK+3/27t2L/v37o3Xr1oiOjkZERATn1Exm8vpyWr16NVauXMm12bZtWwQHByMwMBBubm4A/mcqLJVKcfjwYUycOBHt27dHYGAg/P39YW5uztUnFovlXisqKjBw4EA552TOzs4ICgpCYGAg2rdvD3V1dbk2ZsyYgT/++ANdunRBYGAgunXrBgMDA7k8MjPb6upqzJw5U876xNzcHN27d0dAQAA6deoEDQ0NzqxVLBbj5MmT+PzzzwEAtra26NSpEzp06AAbGxtUVlairKwMZWVlEIlEEIlE2LJlCx4/fsz9Ds2bN4eRkREEAgEqKytRWVmJqqoqVFZWorq6Gvn5+XKO7P5pVF3UqY2Ojg4sLS0hFAq5Z2Z+fj4ePnxYZ118Ph8tWrTARx99BJFIhFWrViEsLAyHDh2qs5379+/DwcEBQE2szr/++gvx8fEYO3Zso/r7LrB69WrMnz8fLi4ucHZ25l6dnZ3h4ODAwmkxXhnmrIjBeMuRSqXUpk0b8vX1pXv37jWq7IoVKxScETx//lwuz4MHD7jvUlNT6cCBAwTUhHzp0aMHbd26lft88+ZNubJpaWmcQ52wsDClDjle5rfffuPaS0pKUmkcq1at4sosW7ZM5fEbGBhw5X744QeVyzHeDHl5eXTq1CkSi8VvpL3169fT/Pnz6dq1a00ajuXJkycqO+mRUVFRQcePH29USIxz587RypUrVXZ0Q1Tzf588eTIdP35cpbBGEomE1qxZQ+np6Sqfs+rqaoqIiKApU6ao3M6hQ4dUcugko7i4mFq2bEmxsbG0bt06ysrKarDMhQsXVHbEQ0S0bt060tLSosjISFq7dm2D51kikdTpmEgZstBHvr6+tGDBArp69WqD53jGjBm0cuVKun//foP1JycnU2RkJMXHx9Pjx48bzF9aWkqmpqYEgOzt7WnChAm0b98+KiwspMLCQsrKyqLbt2/TlStX6K+//qKEhAT65Zdf6KeffqI1a9bQ4sWLac6cOTRlyhQaM2YMDRgwgKKioqhLly7Utm3bOh3l8Hg8EgqFZGBgQDo6Oq/dYZqamhrZ29uTl5eX3HErKyv6+OOP6Y8//qDCwkKytrYmTU1NcnZ2JgA0ZcqUes+XzPmZjY0NxcTEEAD69ttvGzzP7yKqXtMMRmOBis6KmCDKYPyDyDwx6unpUUJCgsoTwlmzZik8lBMSEhTyBQQEEAD67LPPSCKRUKtWrQgATZs2jaRSKXXp0oUAUGRkpELZjz/+mICaGJIuLi509erVevs0e/Zssra2bpSnwf3798uNYceOHSqVMzIy4sro6uo2asLOYDBejTcRc7W4uFhlIf9VSU5Ofu2xIWtz7949ys3NbbL6G8vJkydp1apVlJGR8drrvnjxIncvVldXJx8fH5o5cyYdPnxYQcipqKigp0+f0vXr1+nEiRO0c+dO+uGHH2jBggUUFxdHQ4cOpejoaOrcuTO1bNnybwuqFhYW5OfnR1ZWVnLH27VrR2fOnKlzTN988w0BoIiICBowYAABoC+//PK1nzsG432GCaIMxjtAbm6uXKiNPn36qDSBGTNmjMJDt1evXgr5Nm7cyD2QxWIxxcfHEwAyNTWl8vJyunz5Mlf+4MGDcmWfP39Oenp63Peampq0Zs2aOiejz549kwuNcunSpQbHcfPmTbkxaGpq0tmzZxssZ2JiIlcuMDCwzlAH9XHs2LFGlyGqmVAxGAzGv51p06bRjBkz6NChQ1RSUvLa6p08ebLcPd7Z2ZkGDx5M06ZNo9jYWNLW1pbTvLZs2ZKcnZ0bFRrLx8eHfv/9d4Vnx9ChQwkATZ06lUaNGsUt3jIYDNVhgiiD8Y7Qv39/uYejpaUlFy+zLnr16qXwUNXU1FQwlSsqKuIe2ImJiVRWVkbGxsYEgDZu3EhERMOGDSMA1Lp1a4XyslhqPB6Pa6dnz551xpIbMWIEl8/U1JQePnxY7zgqKirk6gZAJiYmDZryKYv/+N///rfeMi+Tk5ND7u7ujSpDVGPW97IpM4PBYDBeDw8ePKCIiAiaM2cO7d+/X+nibGFhIcXHx1P79u3lngNGRkacGbCpqSl98cUXCs+Yl1P79u3lFk47duzIPSMnTZpEAGjcuHFv8hQwGO88TBBlMN4Rjh07pvThOHny5DpN1Pz8/OTyyvbo7Nq1SyHvwIEDCQB99NFHRET0xRdfEAByc3MjqVRKT548IaFQSABo9erVcmVFIpFSEylra2s6ffq0QltpaWkKwvF3331X7/44mTmvLGlpaZGjoyO9ePGizjJmZmZyY1+wYAGNHz++Uftdxo8fT3p6eirnJ6oxQ9PQ0KhTEFeF58+fq6T1ZTAYDEbDJCcn0/jx40lfX1/hWVXb4kj2+dNPP6W1a9fS0aNHKSsrS87KRyqVcs/DCxcucNtghgwZ8g+OkMF491BVEFWMa8BgMN4oAQEBnIc+GV5eXjAyMsK9e/eUlqmsrMTu3bthZGQEAPD29gYAnD17ViHvkCFDAAC7d+9GcXExJkyYAHV1daSmpuLEiROwtLTEF198AQCYO3cu8vPzubLa2tpYtGiRQp2PHz+Gv78/vv76a7kYZK6uroiIiJDrZ1xcHDp37oyUlBSlY7G3twcALlzHvn37cPv27Xq9p2pqauKnn36ClpYWJBIJ/Pz8sHbtWrl4pPWRlpaG77//HiUlJUrDdCjjxYsX6N27N6RSKQwNDVUqI4OIcOLECfTr1w9ubm6wtrZuVPm/i0gkqll5ZDAYjPcMT09PrF27Fs+ePcOmTZvg5+fHfVdVVQUejwd3d3cAgJ+fH1atWoXx48cjLS0NFRUVcp6oHz9+jLKyMgBA69atuWdKbQ/LDAbj9cEEUQbjH0ZNTQ0jR46UO1ZSUoJJkybB1dVVaZmdO3eiXbt2nAAqC86tzCV9UFAQLC0tUV5ejl27dqFFixb48MMPAQDLly8HAMTFxcHGxgb5+fn46quv5Mr379+fa6c2NjY2uHv3rkLYmGnTpinkvXfvHhYsWCAXv1SGg4MDZs2ahQEDBgAAli5dCjU1tXpDSPz2228YNmwYQkJCAEDlcDFAjVAYFxfHxZAsLi5usIxYLEa/fv2QlZWF5s2bK41Nqoz8/HwsX74crVu3RmBgILZv345ly5Y1ShAtLS3FnTt3cPLkSTx//pw7LpVKkZ6ejhMnTmDbtm1YtWoVZs+ejTFjxnBhOOzt7WFqaoq9e/fKTbZu374NkUikch8AYMeOHfj6668RHx+P7du34/jx47h27RqysrJQXl5eZ7n79+8jLy9P5XakUik2bNiAY8eO4cWLFyqXe/HiBZ49e6ZyfgBITk5u9HlIT09HZWWlyvlFIpHKix0y7t69i8LCQpXzv8oiw61bt1BSUtLocqoiEom48CJNgVgsfqsWV5qyLy/H42UoR0dHB0OGDMHp06dx8+ZNjBkzBnw+H0SE69evAwBSU1Pxww8/oLi4GM+fP0eHDh2wf/9+ro4bN24AAKysrKCvrw9dXV0A4IRTBoPxmlFFbfq6EjPNZTCU8/TpU+Lz+TR9+nRq1qwZAaDY2Ng6HfDk5ubSwIED6T//+Q8BoJCQEM70SJkH2c8//5wAkL+/PxERXbp0icsv24+5bds2ztQ1PT1drvyZM2cUTJ7c3d1JJBIptCWVSsnT01PBzLguzp8/TxKJhFJSUrj8qampKp23DRs2EABycHBQ2aOnzDW/LKkSOicuLo7L7+HhUW9eqVRK586doyFDhpCmpqZcWx988IHSfkqlUtqwYQNNnTqVBgwYQAEBAeTs7Ey6urrcHt2FCxcqlF25cmW9+5/s7e3p2rVrCu3JvDXb2NhQWFgYTZo0ieLj4+nEiRP07NkzpX18/vy5gvfJ2klbW5usrKxozpw5ciblaWlppK6uTi4uLjRs2DBat24dpaWl1etcas2aNXJ7jYODg2nKlCm0ceNGSkpKUnrdFRcXk5mZGTk5OdHIkSNp8+bNlJmZWe9vtXTpUhIIBOTj40Off/457du3jwoKCuotEx8fT9ra2hQUFETz58+nM2fOUGVlZZ35CwoKyN7envr06UPr16+nR48e1Vs/EdHly5eJz+dT+/btadq0abR//34qLi6uM39ZWRmFhITQ7Nmz6eLFiyo57kpMTCQ+n0+dOnWiGTNmUGJiYr2m7ffu3aMRI0bQ/v37VXLWJZVKydvbm5ycnGjs2LG0ffv2BkOsrF27ln766SfKz89vsP7y8nLy9vamkSNH0q5du6ioqKjBMr/99hvNnTuXUlNTG7xf7Nq1i7Zu3ar0WlNGWVkZBQYG0vTp0+n06dP1hi56/vx5o7zqTpw4kfr160ebNm2i7OzsBvO/HMqrLl68eFHvFoj3gczMTIXtHwBIR0eHXFxcuM9z584liURCS5cuJQAUGhpKREQ//vgjAaAuXbr8wyNhMN4twPaIMhjvFmPGjKGysjI6duwY5/nv66+/Vpr3xo0bxOPxuDic5ubm5ObmRgBozZo1RER05coVbrKVmpqqIKjKHsJBQUFEVDNxlO09jYiIUGgzOjqaEwxkAtKoUaOU9m/Lli0KD/5Vq1Y1eA6Cg4MJAA0dOrTBvEQ1Ey6ZIJaWltZg/srKSnJycpLrV0MxT2vHR5UJ/fUhizno7e0tV87MzKzeSd/169eVCnp6enr0xx9/KC2Tk5NDkZGRSgXD8PBwpXtZy8vLKS0tjWxsbOoUKg0MDMjb25sSEhKopKSETp48SYsXL1aI11c7tWvXjo4ePUpENddSSUkJZWZm0tWrVyk8PFxpG+Hh4TRv3jxKTEykmzdv0tmzZ+m3336jxYsXk5aWVp1tqampkZeXFyUmJlJubi49ePCArl+/Tp988olCXltbWxoyZAj9+OOPdOvWLS7/1atX6ejRo3KeoWVCv4eHB33yySe0bds2yszMpPz8fHr8+DHdvHmTLly4wC0W1Z7UhoSE0IIFC+js2bNUVVVFUqmUqqurSSQScQtGstS6dWuaPHkyHTx4kMrKyqi8vJxyc3MpMzOT0tPT6dKlS9S5c2e5MjKhcfr06XTo0CEFofHbb7/l8pqbm9OoUaNo7969VFZWRlKplEpLSyk7O5vu379PqampdP78eS6ckyypq6uTr68vzZo1i44ePaoghMkWvPT19WngwIG0a9cuLgyKVCql8vJyysvLo6ysLLpz5w6tXr1a6XUSFxenVLg+e/YsASCBQECRkZGUkJBQ78KAzAu4rO8BAQG0ZMkSSktLUypo5ubmco5sXFxcaNasWZSSkqI0761bt7j/3/Dhw+n48eMNCvjLli3j+mNsbEyDBg2ibdu2UWFhoVy+vLw8MjQ0pDlz5jS48EFElJGRwfkB4PF41LFjR5o7d26diw6+vr60b9++BustKioiY2NjWrJkSaNC5mzZsuWNxQh+Hbx48YI7f2pqagpe12UpMjKS86kgWzyVxdtu167dPzwKBuPdggmiDMY7Rm2tiiyOmZ6enlLhRebgKCgoiHuIjh8/noAar7ZERKtXr6bvvvuOKyMTIubPn09ERCtWrODKbtu2jYiIkpKSOMHuwIEDchqMu3fvkpqaGvF4PFqwYAFX9ueff1boX1VVFdna2lJYWJjcBH/Pnj31noMdO3ZwQkp9oQDEYjHt2LGDSktLydfXlwDIjbUuUlNTKSEhgVxcXEhfX5+aNWvGCU91cenSJW6CKRQKaeDAgQ22Q0QUFRUlN8mpS5iUkZKSoqBBdXR0VNBOy5BIJEpX+gHQrFmzlE4UN23a1KAHSTU1NerXrx9dvnxZbgJXV2rRogUlJCRwE+IxY8aQQCCot8zfSba2ttSsWTMFJyRvW2roPL+O+g0NDcnKyoqsrKzI3Nz8tbehrq5Otra25OPjQ926dVNYxJElPp//yuNt1qwZde3alaKjo6lPnz4KvyufzycNDQ3S1dUlQ0ND0tfXJ6FQSNra2vVeZ+rq6mRoaEh2dnbUoUMH8vPzo6CgIM5reO1kaGhIJiYm1LZtWwoJCaHevXvTiBEjyNDQUC6flZUVTZ8+nTZu3Ejm5uYKqS4BR11dnZo3b84J4fv27SNXV7cVb5UAACAASURBVFcCau518+bNU9DofvHFF2RqakomJiZkZGRU5/lt3rw5DR48mDZv3ky9evWi3bt3cwuKc+bMqVdgXLBgATdGOzs72r59e72a4sLCQjp37hzZ2dnR5s2b672fvQqNjVP77NkzlbT/2dnZcudMU1NT7tn58ncAaN26dUREtH37dgJATk5OrzQmBuPfCpggymC8u0ilUoqLi5MzUc3KyuLe//LLL9yD08LCgoAajePRo0c5gXbz5s0kEAjo4sWLRFRjxil7oEqlUhKJRJyQoaGhQUeOHCEiouHDhxNQo7UZP348HTp0iGt37dq1lJKSQkTEaZ90dHToxo0bCmNISUmh69ev088//0wffPABATXmm/XFF5VKpdSxY0dq27Yt/fHHH/VOTDZv3kwGBgbUt29f2r17d6MmMS9evKDz58/TgwcPuPHUh0QioaNHj9KNGzdUEniJakxShwwZQjwej0aOHNlgfrFYTF5eXpzHxrCwsAZNFD/77DNycHCgdu3aEVCzcLF79+468x8+fJiAGmHTyMhIbgKmo6NDEydOpPv378uVsba2Jj09PQoODqZZs2Zxk3+hUEjz58/nNGIyZAsisqSlpaUwoQdqwvRMnDiRfv75Z+6YkZEReXh4UExMDDk6Osrl7969O+3Zs4fEYrFST84aGhpkYGCgdHKpLL+WlhaZmprKxSOUpboEfB6PR3p6egoLBrJz+jqEPz6fT/r6+pzVQVMkDQ0NMjIy4q61pkr1abVZkk/Gxsa0aNEibgHu008/Vakcj8ejLl260EcffaT0+5CQEKUm0RKJROn/xdfXly5cuKCQv6SkhLy9vbn/v52dXb0m6WfOnCEnJyeKjo6u9x5Wuz8WFhbk4+Oj0nYJqVRKnTt3JmdnZ6Ue3Gtz4sQJAmruj7VjXdeX5syZQ2VlZXKhYBgMhupARUGUV5P3zdChQwdKSkp6Y+0xGO8LUqkUvXr14pzyLF++HHFxcQAAExMT5OXl4bPPPsOSJUu4Mnv37kXPnj1hZ2eH5ORkVFVVoUWLFhCLxTh37hx8fHzg4eHBOXEQCoU4evQobGxs4OzsjNLSUowaNQo//vgj5s2bh5kzZ8o56amsrISfnx+SkpLQpk0bXLp0qU6vteXl5QgKCsL58+dhamqKCxcuwM7OTmneJ0+ewNnZGSKRCB07dsS8efMQFhYm52wHAIgIPXv2xB9//AEACA0NxYQJExAVFVWvo6O/CxEp9KU+YmJi8Msvv0BfX1+luu3s7NC3b18sXry4wXGIRCJoaWlh9OjROHfuHHbv3o1WrVrVmb+srAxPnz6FjY0N/vOf/+Cbb76BqakpJk6ciHHjxin1VJyVlQULCwvw+XzcuHED7u7uGDVqFL766iuYm5sr5M/MzERJSQmMjY1hZGQEbW1tzJw5E4sWLQKfz0dERASGDx+O6OhoaGhooLy8HA8ePIC1tTX09PQA1FzvDg4OeP78OQYNGoSJEyfCzc2NayMlJQXq6urQ09PjkoaGBtavX48xY8YAANzd3TFw4EDOCVZubi4MDAygr68PfX19aGhooLq6GnZ2dnjy5AmMjY3Rr18/DB48GB4eHkhNTYVQKISuri73qqWlBalUChcXF9y7dw9aWlqIjo7GgAEDYGlpCQDQ0NCAQCCAQCDg3v/22/+x991hUVz7+4cmoAEbdiP2rij2CqIiIoi994IVLGBDkEQNCmLDFit2jdhAjBWxYSIoAWxIEVEEQbrUZXfe3x9752RnZ7aQX+793lznfZ7zKLufOXOm7Mynvp9zZM2aNYQQQvT09IiNjQ2xsbEhXbp0Iebm5qRatWp0GBoaEh0dHTJ27Fhy+fJloqurS2xsbMi4ceNI48aN6W+MfXez/z548IBs3LiRniMjIyPSq1cv0r9/f2Jra0tatGhB92FgYEAIkTOIRkREEAMDA2JnZ0dsbW2Jubk50dfXJxKJhFRUVJCKigr6/3PnzpF79+5xrnfDhg1Jv379iLW1NbG2tib16tUjxsbGxMjIiDx69IhYW1sTQgipVasWGTduHOnWrRtp2LAhqaioIGVlZXSUlpaS/Px8snnzZqKsl9SvX5/07NmTjtq1axM9PT1y//59snz5cirXrFkz4uTkRMzNzUmrVq2IVColEomElJeX03+9vLx45FmtW7cm7du3J61atSL169cnZWVlJDc3l+zatYvDCq4o36ZNG2JhYUEsLCwoWVx4eDj54YcfqJyJiQmxs7MjdnZ2RCaTkZSUFBIXF0dJvoRgZmZG1qxZQ+zs7Eh+fj7R1dUlZWVlZMSIEaSsrIxe26FDhxInJyfi6OhI6tatS16+fEn27NlDzp07xyOh+v7778nFixc5pHMAyOrVq4m/v7/gOiZPnky2bNlCzM3NCSGEfPjwgQwdOpQkJCRQmX379pHFixdztktISCANGjQgt2/fJuPGjSMdO3YkL1680PjcTE5OJi1btiSEyAnk2GeBKjx+/JgMGDCA6OrqkoSEBB7zvCIOHDhAFi9eTMzNzUlqaip9Z7LQ1dUly5cvJ8XFxeTgwYOEEEK6dOlCOnbsSE6fPk0IIcTU1JQUFBSoXZMIESL+hI6OznMA3TUKamOt/l1DjIiKEPHXsH//fk7PS5Z8SHEMHDiQs829e/fod+PGjQPDMHB0dAQhBAsXLgQAnhe9Ro0aiI2NhY+PDwiRR6jYyIyjoyOvnundu3c02qWprjMrKwstWrQAIQRt27ZVG+378ccfOevq06cP7ty5w4t6ZmRk8FLtzM3NsXXrVo3EKP8pqCOZEcLly5crvY/Dhw9rRdbCgmEYDB8+HIcOHapUbVhUVJTWRFIsysrKYG1tjW3btiEjI0OrbRISErBly5ZKXUP2mNauXav1Gq9evYqxY8fi6tWraqM7irh27Rrs7Oxw4sQJrc65VCpFp06d4OjoiMDAQK160CYnJ6N///4ICAjQ6pwxDIO+ffuicePGWLhwIUJDQ3mRamVERUXBxsYGhw8f1mpNbD1htWrV4OjoiL179yIxMVHtNlOnTsWsWbNw48YNSCQSjftgU+Br1aqF8ePH4+DBgyqjYwzDYMCAAbC0tMTGjRsRFxenMSvi119/BSHyGtrp06fj1KlTKs/vwYMHQYg80t29e3esWLECly9fVlnnzV6DZs2awdXVFXfu3FF5T7FkYUJDT08PTZo0wdixY2l2wo4dO1CrVi3MmDEDly9fVkkqlZCQgKZNmwrOa2BggP3799Nz9P79e9jb22PChAlYuHAhPDw84O/vj8DAQAQHB+PRo0dISkoCAMTGxqJ58+a8OevXr89by4MHD9CgQQOMHTsWhMjJ3bZu3Yr58+ervTaXLl0CIXKCNW3AvsvGjx+vUZbN3mEzHVatWoVGjRpxjsXe3p5mjNSvXx8AMGrUKPq9rq5upVOHRYj4lkHE1FwRIv438PHjR5iYmKBatWr0sxkzZvCUgqpVq6KiooLKPHv2jPP9/v37cfHiRWpwlpaWcmo92VGvXj0OmY0is2DLli15Sv6VK1fo98eOHVN7LAkJCbSOysrKSiX7ZnFxsSBxz8CBA3H//n2O7NmzZwUVL0NDQ6xcuZJzTpRRUlKiFQPo/xpkMplWtVV/B6RS6X9Egfsrx/RXzkFlSVpKS0sr7Yyo7D6KiopUku6oQmWP/eXLlwgPD9faYAdQKVmWOfr58+dara28vFwjK7Iybty4oZXByjAMAgICcOvWLa2vXXFxsUqSJEUkJiZi4MCBGD9+PFauXIkdO3YgKCgIv//+O9LS0gSv/cuXL9U+xwC5w2fx4sWwtrZGp06d0KBBA8Ea2unTp2t0Uqiaf8eOHbyU/i1btvDOg1D66+nTp9XOzxJ6jR49WuNaXr9+TedVV+rBwsbGBoQQmoYvlFrPOmgJkXMv5Ofn8+qVK+O0EyHiW4doiIoQ8T8AhmEoW62RkRH9XJEESHEotupISEjgGWZPnz6lEcygoCAEBwdzZDp27Ah/f38EBQVRkgbl2reqVavi/PnznHWuWLGCrjEuLk7tMT1+/JgqAlOnTlWpuAkx7xJCYG1tzTlOhmFoDari2Lx5s0aFSyaTYfz48fD09OTU4IoQIULEPx0Mw6CwsBDv3r1DZGQkbty4gVOnTiEsLOwvz5mbmwt3d3dqpNWoUYOXKdO9e3fOs9jU1FTjs9jJyQmEEPzwww8a1zBnzhz6LtAGikReurq6iI2NxaxZs3jvNtbIdnFxQWBgIAj5k4OBEFKpljsiRHzrEA1RESL+B8BSx7OpVSwsLCw4L1CWdGT//v1URpkpkBCC1q1bY+7cuSBEnmqbnJwMQghtFWFoaIhPnz4B+DP1jRAiyJy6YsUKmm5XXl5O52jTpo3GKAJr5BIiZ3gVgkwmQ69evTj77N+/v6BCk5mZyWup0bRpU8EemspITEyEsbEx9PX1MXHiRDx+/FjQOC4rK4O3tzcCAwNFo1WECBHfNFJSUmhph4eHB+c7ZaIlZ2dnjfOxKcXqyNYA4NOnTzTS++uvv2qcNzc3l7OWzp070+/i4+MxefJkHiPxgQMHYGtrC0IIXF1d6efv37/XuD8RIkTIIRqiIkT8w5GdnY06depwPLksWrRogePHj9MUqAkTJoAQbp1maWkp5+XKvmzZaKq+vj4yMjIwZMgQlJWV0XYCy5Yto3M8f/5csG1A7dq1MWzYMAQFBVHZ1NRUWq85ceJEtSlqDMPAz8+PznfkyBFBuSdPntCUKlb5GDhwoKChyxq3gwcPpl7satWqaVVzuWPHDs7xde3aFYGBgbxUrKSkJHpN2rVrh2XLliE0NFRtqxkWxcXF2LVrl6jMiBAh4n8GUVFRGDFiBKfWVrn38m+//aZ2jvz8fCqrzNqtjDVr1tDsHW1S0RV707Lpt8p48eIFJ6vm7Nmz1PkaGRlJ/y/EDi9ChAhhiIaoCBH/cAjVgbKIj48H8GdklE1VUvT2MgwDAwMDmopbtWpVfPnyBW/fvqWtMXbt2kWNKDb6amRkhPT0dDoPO7fiMDc35zVpB4DQ0FAqs3jxYpXHFh0djZUrV2L69Ok04nrr1i1B2cmTJ2PixIm4fv06Tent2bOnINnRxIkTcebMGaSlpXHSwzZt2qRWaZFKpejTpw/vOM3MzODh4YGPHz9S2adPn/JafhgYGMDKygqbN29GZGSkyhq/s2fPQkdHB4MHD8apU6f+Uq2WCBEiRPw3gU0BZvH+/Xv6bGzbtq1Gg/Hhw4c0hVedbEFBAUxNTUEIwYkTJ7Ra2+HDh6kzU912GRkZdM1WVlYgRM6JwDAMbXPDtkITIUKEZoiGqAgR/2DcvHmTZxQRQngkHmyaLZsipaury4nOWVpaIjk5GfXq1QMhhDYh37RpEwghsLS0pLJSqRTt2rUDIQTLly+nn2dkZFDm3L59+9K5pk+fLrh2RUZfKysrlRHAWbNmQV9fn5ISmZiYICYmhieXmppK07XCwsJoGrKFhQUyMzM5sl++fKFGdElJCYcVePz48WoNvzdv3giSWFhaWuLcuXMcBSkkJERl38jBgwer7YM3c+ZMKmtiYoJ58+YhIiJCUAGLjo5GUFAQ3r59WykCm8DAQKxbtw6RkZEi06MIESL+o2AYBg0bNgQhBL6+vmrlAGDPnj209EId/P39QQhB48aNtSbCYvkL2JGQkCAoFxYWBkII6tSpQ/sye3p6AgA9lnv37mm1TxEiRIiGqAgR/1hUVFRgwYIFWLVqFa81iXILhAMHDoAQgl69esHExASEEDx48IB+n5mZifz8fCxfvhyEENja2gLgeqwVWXBZBlojIyNOqtWWLVtAiJyYQjHtSpm0CAAkEgn69+9PZYyNjbF161ae4pCVlcU7vjp16misv4yIiKAe6rZt26qVZxgGW7dupenFXbt2xYcPH1TK+/r6ctajp6eHM2fOCMr+/PPPPCO0RYsWnOipEAoLC9GqVSvetq1bt4aPjw/neKRSKXU2GBsbo3v37pgzZw527dqFsLAwle1NpFIphg8fTpW2pUuXIiwsTCPzZmURFRWFV69e/ccYeEWI+F8HwzCVcjqVlpaqbCnzf4mxY8dCT0+Pk12jjE2bNiEqKgrz5s0DIQRLlixRKVteXk5brvj7+2u9DkViPzMzM5WOOdYYZrkOFFNxW7duDUIIrl27pvV+RYj41iEaoiJE/MPx6dMn+kIMDAyEqakpr2YxMjKSGo6DBg0CIQTbtm3jyMyfPx/Pnz+nEVNWMbC2tgYh8p5qLKRSKdq2bQtCCFauXEk/Ly0tpe1cli5disWLF1PDVMjwSktLoylU7GjXrh3Cw8M5cmzalOKoVq0agoKC1Ebynj9/TtvANGvWTGNd0bVr16ihXrduXURERAjKVVRUoEePHnQd7JrWr18vaGx5eHjw1v/dd99h165dapXJZ8+eCbZWsLW1xePHjzmyMpkMy5YtE4y+tmrVSqWHPy8vj2fw1qpVC76+voLnViKRwMvLC1OnTsWGDRtw8uRJREREqO3lmZ2djY4dO6JWrVpwdHSEr68vIiIiNEYrtOkpqYiXL18iPT1djO6K+D/HX6kTVOf8UoRUKoWzszMv00MVwsPD1T4D/i+xfft2jBgxQq2Ml5cXqlSpQonm5syZAxcXF8G6/hMnToAQgurVq1eqZ3KTJk3o88/R0VGl3KJFi0AIoSUaimUuXbt2BSEE586d03q/IkR86xANUREi/uE4evQoCJGz0AJATEwMT8EvKyujBg1byzlu3DiOjK6uLm7evEnTbrdv3w4AOHbsGAiR09MrGk1nzpyhEbjPnz/Tz4OCgmiU8NmzZ7S/qI2NjaCRxjaPVx7Tpk2j0VaZTIa+ffsKyllYWCAxMVHl+Xn58iWl5W/UqJHKxvQsXr16hRYtWoAQgipVquD69esq561SpQquXbvGqY+dMWMGT5ZhGFrn6uLiQgmfCCHo1q2bysbzALBt2zbO8RoYGCA0NFRQlmEYeHp68s5RYGCg2mN+8+YNxyHQrl07lJSUqJQvLy/npA4bGRlpJBpJT0+nNceEEMydO1ejIfrkyRN07NgRffr0gaurq8Zeri9evECTJk1gZGSEdu3aISoqSq08eyx+fn7w8/PjGfdCyMvLw969e7Fz504cPnxYqyivVCrF5cuXcevWLbUGuyIYhsHHjx81Ok9YFBQU4MmTJ4iJialU5LmoqEjrHrkFBQVITExU+3sTQmX6o5aWluLmzZtanydA/nzQNtrHMAwuX76MgIAArednGAZXrlzR6jwxDIM9e/agQ4cOWtd2P3r0CDY2NjTFUx0kEgkmTZoEQggiIiLUrik3N5eTKfH48WOek08Zb9++5RyLcj9oTXj16pXaZ4cyHj16hOPHj6uVOXToEO+Z1rBhQ95+GIahz9Y1a9ZovYbCwkLO3D4+Pipl2bpQtlREsT8qm+GjilRPhAgRfIiGqAgR/3DExsbC3d1dYxqSpaUlCCFYvXo1Fi1ahEuXLnG+J0ROLuTt7Q1CCLp06QJA/pK2sbHBwYMHOUqPVCqlRqa7uzv9nGEY2NraYu3atSgsLMSzZ88oa6+qNY4cOVLQyOzbty9tExMXF8drD2NhYaFVFCExMRFNmjTBwoULtYqW5eTkYPDgwWjWrJlahdjX1xeFhYVgGAbbt2+Hvr4+goODBWXLy8sxePBg3L17F+Xl5diyZQuMjY0xZcoUtWuRyWS0RYCJiQnq1aunNo0NALZu3co5T6rShhVx7do16OjowMTEBPb29hrPE8MwtLl8jRo1OM4IVXj//j0aN24MExMT7N27V6M8IL92LVu2xPjx47WSz8jIQPfu3VGzZk2tI0wZGRno0aMHrY3WhKioKHTu3JmmsGuDV69ewcLCAikpKRply8vL4evri1q1amHXrl1azc8wDI4cOYKBAwdqJV9cXAxPT0989913WhuWYWFh6NatG7y9vbWSz83NhZubGywsLDTKSqVSHDx4kKbha0v48scff6B3795wc3NTK8cwDG7fvk3JyUxNTbUyLB88eIDevXtDT08PISEhamXz8vIoq6qOjg7s7e3VykdERGDIkCGc36oQuRqLkpISjBgxgiOv2IpL8Vh/+eUXWqevOPr06aNy/hs3btD75/Xr17CxsUGVKlW0iqR+/vwZCxYsgK6urlpDThEFBQWwtbVF9+7d1RrtQs5KRX4CFtevX6cORPa9AQCzZ8/Ghg0bVLKWsxlD7AgICMCUKVPw5MkTnqwiQz0hhP6eT548STNLdu/erdXxixAhQjRERYj4ZjB//nwQQrBo0SLedwzD0BerYqRL2RteUVHBSZc8deoU9bYrpokpR2R8fHyogiBENFRaWorvv/+e84Jft24dT87d3Z0jo6urK6iIKSI7Oxuenp4IDw9XGSmKj49HREQE59gqKio0GjLKxpqm6FV+fj7HYHv37p1W6XUZGRmoW7cujh07pnWEbO/evSCEIDw8XOtasp9++gmbN2+uFEvvkSNHVEaNhfD27Vts3769UumzX7580cqAY1FUVKSSXVkViouLtY4MAvLI1Js3byq1D+WUeW3WpCmC//+zD4ZhkJKSUqkURplMhpycHK1kc3NzERcXh/v372sdpf369SsuXbqE7OxsjbLl5eUIDg7G6dOnNV7vW7duYcaMGRg6dCg6dOiAzp07CzJ6KyI9PR0BAQFYv3495s2bpzbqHxUVhWbNmnGeT6qcJxKJBNu2bUOrVq1gZGRE5Vu1aqXyt1dQUECjceqekx8+fICDg4OgY8/Q0BDDhw8XfB78/vvvqFq1KszNzbF69WrqPNTT08Phw4dVHndxcTE2b95MieoIkae2avp9f/jwAZ07dwYh8hZhd+/eVSkbFxfHOxYhJxBbRjJnzhz6GdvaixAuL4Iijh8/TmX09PSoM0H5+mVlZak06hVrRn/66Se1xy5ChIg/IRqiIkR8Izh48CAIkbc0UYZMJqMvUR0dHcoGqJzeJJPJsHjxYqpkVFRUUIIGxRpSZUilUgwYMACEEHTo0EFQWQ4ICAAhhHqcdXR08Msvv3Bkvn79iu+//x5t27bl9HPz8PBQq/iw6cXdu3fHvn37eFGHiooKjBw5EtWqVcPw4cPh5+eHZ8+eVYoM5N+NX3/9FbGxsZXa5vjx4xpJnRTBMMxf6l9aWRIikbRIxH8D/o5aYoZhsG/fPjRo0ADNmjVDly5dYGVlhZEjR2LmzJkaSckYhkFWVhaeP3+OK1euCGY7ZGdn05p05TF48GB8/vwZUqkUAQEBHINQeXTo0EEw4vrmzRtaS684+vfvT585yudKJpPhxIkTNEWVEHl5SHBwsMbz+vz5c8owW716dYSFhamVz83N5ayrUaNGPCeCYlTz9evXdM1sSceoUaNUzs/2HCVE3neUNcLv37/Pkbt//z51gLKRUxYs9wL7PhIhQoR2EA1RESK+EbBERIaGhjwSGKlUynnRsyldjRs35hkNrVu35nh8T548CULk/UfZOi2hVK6UlBRahyiUVlVcXAwzMzM8fvyY1kBVqVKFR4V/5coVrFixAlKpFEuWLOFEclWR2zAMgwkTJnAiA5MnT8adO3fo8ZWUlHBYfAmRp5w6OTlh9+7dePHixf85Cc7/9f5FiBDBBcMw/9bfZXp6OqemnBA50Vnv3r0xf/587N69G9HR0Th48CCmT5+OyZMnY/z48Rg1ahQcHBxgZ2eHIUOGwNraGv3794e7uztnvR8/fuQQ9bBDMWshJSUFO3bsoNuEhYVRZyUhcpbZvXv3akUuFhISQgnemjZtqhWpU25uLjX+9PT0BLMjxo8fD0IIRo4cST9j+Qr09fU5ta/KcHR0pMfCGvwdOnTgXdf9+/dzsnEUsxXs7e3pd66urhqPSYQIEXKIhqgIEd8IysvLUaVKFRBC8Mcff3C+k0gkPEWErcdUNgTt7OxAyJ91hxUVFZSEho2gHj58GKtXr+YZsWwqLyEEN2/e5K3x0qVLYBgGZWVlGDx4MAiR13IppvMyDEPrf9i2K+ycw4YNU0mMkpubK6hwNWnSBBs2bMC7d++Qm5vLU/oUx/Tp01US7CQkJGis3RQhQoQIbfHp0yeMHj0aU6ZMwZYtW3Dt2jW8f//+bzN81T3vateujZMnTyI1NRVNmzbF/Pnz8fr1a07ar6GhIdauXasxxZlFQEAANSh79uypVV15aWkpBg4cqDbtNSkpic776NEjAPL3XfPmzUGInMFdHVhyOtb5SIhw7e3SpUs5kWhFjB07ln43d+5cjcclQoQIOURDVISIbwgsUYdyzU95eblK40ux3gYAbclSpUoVPHz4EMCfNTbVqlXDly9faP/RKVOmcOruGIbBxIkTQYi8Pcq6detU9qwsKCigXvcGDRqorRE8efIkTafq1q2bSgXn4cOHVGFRHC1btkRgYCAYhkFaWpqgwers7KxWAczJyUGnTp3QokULzJw5E4cPH0Z8fLxgSpuYmipChIj/S5SUlKBfv36851yLFi0wf/58nDt3Dn/88Qc10urUqcMhi5s6darWafxSqRSurq5027Fjx2pVhy6TyTBu3DgQIi/V+P777wXfF+w7qU+fPvR5u3PnTurIVEc4V1JSQvtHs8PExETQoWljY0NllJlxp02bRr+bNGmSxmMTIUKEHKIhKkLEN4SFCxeCEIIFCxZwPi8tLeW8iGvWrEmVFFNTUw5NvmI7kVq1aiE+Ph4VFRVUYVm7di0AUAbBQYMGIS8vj26fm5tL64pq166Nbt26qUzPSk9PR9OmTUGIvP5InUJx+/ZtWh/VrFkzlalYLNOr4ggICOAYjG/evKHsnYpjwoQJamu+MjIyeD05zczMMGrUKPj7++Pp06coKyuDt7c3mjdvDisrK0ybNg3r1q3DgQMHEBoaitjYWOTm5goaveXl5aIRK0KEiP8vVFRU0HTUxo0bY8aMGTh+/DhSU1OpzOfPn2mvoCd9/QAAIABJREFUaMUxcOBAjW2RFNtRff36lZP6umrVKq2eYQzDUONVR0cH1tbWOHv2LE8uKyuLEj6xfUVzcnJQs2ZNEELg6+urdj9//PEHXRvrzFQVQWXfCXp6erxaW5YMkBACBwcHjccnQoQIOURDVISIbwiHDx8GIXLSHkWUlJRAX1+f9qDU09NDRkYGJbBQJA26dOkSRzFp3rw5srKyEBgYCELk9UvZ2dmc+s2OHTtyGGjDwsI4XmhDQ0P4+fkJkgO9ffuWNjLv1auX2p6b0dHRtGeomZkZfv/9d55MRUUFJbBQ9vArzs2ySBJCOMRI1apVg5+fn8p6qNTUVB4DsOJYuHAhKioqcOLECZoqLTS+++47/Pzzz5y5i4uLMXXqVDRr1gzW1taYMWMGvLy8cPjwYdy+fRvx8fGV6uEnQoSIbw83b97EoUOHkJiYKOjw+vLlCzp27Mh7JlWvXp1mwaiCTCbDiBEjUFFRgU+fPtG2YXp6erznmTr4+fnR/e7duxfnz58XNGBZx2Lr1q3p+2PlypUgRN6OTBOL9NmzZ3nHyZIdKSInJ4d+P3ToUN73y5Yto98PGjRI6+MUIeJbh2iIihDxDYH1/hoYGHBSZktLS3H9+nUwDEOjlWfPnqUpT4oeXkUPMjt69+6NwsJCWpPj4eGBq1evcmQaNWqEuLg4Og/bikXRIO3bt68g0ZGiUejg4KAynReQt0RhmXyNjY1x7do1ngxLnOTt7Y21a9fS/Xfo0AHx8fFU7saNGzA0NIRMJsP9+/c59VTt27dX2Rz+7du3qFu3Lu88KTIOA8Djx495fenY8cMPPwjOLZPJsH79epUGLCHyZu9sq4Jnz57hzJkzOH/+PIKCgnDlyhWEhITg119/xa1bt3D37l3cv38fjx49Qn5+Pu23ePXqVVy/fh23b99GeHg4Hj9+jKdPnyI6OhovXrxAfHw8kpOTxQitCBH/Q8jJyeEQESkOXV1ddO3aFc+fP1e5/YEDB0AIwdGjR+m7xMTERJATQBUUuQTY9jRCBnNRURF1lh48eBAAkJycDAMDA/oO0wTW+coOGxsbQTmWMVfVvIrvkR49emh9rCJEfOv42wxRQsj3hJBwQsgbQsgrQsiyf31eixByhxCS+K9/a2qaSzRERYj490AikcDQ0BCEEDx79kxQZsGCBTRC+Ntvv9GUJZYRNz8/X1BJGTt2LI24mpiYICUlhRNxJESe5stS9ZeVldE+corD2NgYu3fv5hk4169fp/PNnTtXbb3mly9f0KdPH6o8HTp0iCdz7tw52v8yODgY1atXp5HICxcuUDlFQ1YikcDf35/TImHKlCmCJEWxsbGU+EJxDBkyhNOfNSUlRTD6UKVKFUyfPh2RkZGCx3jixAmqcCkOHR0dzprLysqwdu1awdpYxTFx4kRq4L9//57TjkDV2LBhg+DapFIpcnJykJycjOfPn+PevXu4fPkyjh07hh07dlBFjpVLSkpCZGQkbt68ibNnz2Lfvn3YtGkTVqxYgZkzZ3KcA9ogLy8PMTExGltnyGQyvH//Hrdu3eK1atAEhmHw8eNHrXuPZmVl8UjCNEEqlVaq/U5RUZHWfWZZfPjwQeu+oIC8lUhl+o4mJSVVylnBMIzWvVOlUulfarFUmT653xLy8/MpjwAh8jr+kSNHwsfHB/fu3VNJBMciLS0NJiYmnGfE999/z3FAasLt27dpiuyMGTPUPuf37NlD18lGPln23B49emh1340ePZqz3kuXLgnKsRFPXV1dwaycH3/8keOkFCFChHb4Ow3RBoQQy3/934QQkkAIaU8I8SOErP3X52sJIb6a5hINUREitIM2dPnK6NmzJ8eDrIyQkBAQIq/fVGTE3bNnD5VRrJ80MDDA69ev8f79e3z9+pU2dff09KQpsIrDzMyMRutevHhBDWPlYWVlxVOq2fRfQgi8vLxUHuObN2+Qn5+PkSNHUnlvb2+eUqN4/pKTk9G1a1cqv3z5cpXnNy0tjZIusYb3zp07eZHa33//nbYqmDRpEjUGdXV1sWTJEmRnZwOQEzONGDGCc44Uz0Xv3r1x9uxZHmPvw4cPBfv/1a5dGx4eHhwj5smTJ7z6VUUHwd27dzlKvUwmw65du2j9lfLo2bMnp2ZXIpHAx8dH0PhWHLVq1UJiYiKSkpJga2ur0dhdvXo155gZhkFmZiYiIyMRFBQEf39/LF26FI6OjujcuTN1KDRt2pTWJn/58gUREREIDAzEunXrMGbMGHTs2JEem5GREd68eaPyfsrKysK9e/cQEBAAZ2dn9OvXD9WrV4ednZ2golxRUYHnz59j3759mDZtGq2fDgkJUbkP1rC9ePEiVq1aBSsrK1SrVo3XS1d5m9evX2P79u0YMmQIDA0NVTqYWHz+/Bnnz5+Hs7MzWrZsiebNm6tkgmZRUFCAEydOYPjw4WjatKlaeYZh8Pz5c3h6eqJjx45q+zcqIi8vD3v37oWFhYUgY6kiPn78iI0bN2LQoEFaG7kMw+DOnTtwcHBQ+exjkZubK5jWrw4lJSXYs2cPoqOjK7XdfwtKS0uxbNkyuLq64uzZs3j37l2l2HkZhoGTkxPnt1u1alWO000ToqOjqZNv2LBhat9vFRUV9F3DMuk+efKE7ltTCjELdg5C5Fk7qrJt2rdvD0LkpShCUEwlNjc312rfIkSI+Dem5hJCggkhQwkhbwkhDfCnsfpW07aiISpChHY4duwY1qxZo3UEAQBV/ufPny/4fVFRETUOIyIi8MMPP4AQeX0mi+7du2Pnzp1o06YNNfJYHDlyhBpnq1ev5igmygy8ALBr1y6e8dGyZUv4+/sLRpB++uknKrdz507BY/jjjz9gbm6O1atXY/LkyVR+7ty5atN6S0pKMG/ePCrft29ftVG1u3fvcgg9OnXqxFOA7t27B0NDQxQXFyM2NpYTaaxZsyZ2796NiooKSKVSuLm5gRCC0NBQ3L59Gw4ODpzU5QYNGuDHH3+kBiwgjzgprkHRSaCvr4/JkydT46S4uJhTyyTkJJg9ezZCQkKoEvr69Wt069ZNUF5XVxeDBg3C3r176ZpiY2M57JLKo0uXLti9ezdlFA4NDaX3kdCwsbGBt7c3bt++DUDe0mLRokWC0WDFsX79emRlZWHz5s3UGaBq9OnTB+fPn0dSUhIAOemUm5sbbGxsBFOs2XHlyhUAQGZmJq5evYq1a9fCysqKppEr39P379+nUaWCggKEhYVhy5YtGDVqFBo0aMDbpk2bNpzaakD++wwJCcGiRYtgbm7Oke/Rowcv+pSbm4srV67AxcVFMPK+du1awQhncXExLly4gDFjxnCcRUuXLuVlAFRUVOD+/ftYtmwZb03Hjx9XaYwwDINHjx5hxowZMDY2BiHyTICYmBhe1LKiogLBwcFwcHCgDh0fHx9IJBKkp6erfAYWFxfj4MGDNK3ewMAA6enpHGIeFjk5OfD09ISpqSm9tizy8/MF6w0LCgqwdetW1K1bFyYmJlSmrKxMkFxNXVrr169fOX9LpVKcOXNGpUFYWlqqsQZSGZqcDsrQ1tl58eJFwd+IkZERjh49qnH7d+/e0fr+bt268c6FMs6fPw9C5DX7LLkbmwUzevRordZcXl7OyRTZtGmToFxpaSnNxhF6hwF/RmcJkTsCRYgQoR3+LYYoIaQpIeQDIcSUEJKv9F2epu1FQ1SECO1QUVEBCwsLzJo1SyvvdWFhIWrVqoXq1atj4cKFKuXYXqEeHh5ITEyEjo4OBg4cSJXD0NBQMAyDn3/+mRowLEmORCJB06ZN0axZM2qUsmy9hBA8efKEsy+ZTEYJLdhhaGioMiWVYRhKlW9kZISAgABB5UqR3Zf1erdt25bD4KsKx44dg5GREfT09PD48WO1suXl5fD19aXGh6JRzuLXX3+l14dhGFy6dImuqX379hxl78iRI7h48SL9OykpCStWrICpqSk9HmVG4Ly8PAwdOhSEEGRmZuLo0aPo1KkTlVdOob137x7HYBgyZAg1BAghsLCw4MhLJBJ4e3tTZax69eqUzZgdL1++pPIMw+DKlSuc/nzKY+PGjZz59+zZI8hUzI62bdty1vThwwcsXrxYLeETawDl5ORg8+bNKutx2eHh4UHn//TpEzw9PXnRacXRvHlzMAyDmzdvYsKECWrXwg7WKRAbGwsXFxeNEeTly5dDJpPhxIkTGDJkiMZ9NG7cGIA8hdbZ2VljSjYhhNY6l5eXIyQkBFOmTFFrvC9duhSlpaUICQnB7Nmz1Z4j9n5RxJcvX+Dv7y/IysqOO3fuAJCnrnt6eqJhw4Y8GcU1zpo1i3d/rFmzRuU9ZWxsTH+T2dnZWL9+PSetdN++fXB3d4ednR2tdVRMef/y5Qu8vLw4169BgwZwcHBAy5Ytoauri4kTJ1L5z58/Y8qUKRg2bBj9rKSkBLdv38aqVavQpUsXmJqa0mfBw4cP0bVrV1hZWVH57OxshISEYPXq1ejbty+qVKmiNmLOoqCgAIcOHULv3r0xbdo0jfIMwyAyMhJz5sxBgwYN1BLEAXJnB2tEskNPTw+TJk3C06dP1e5n9+7dcHV1pXX9zZo1U9tflL2v2eyV5cuXAwAuXLgAQuTON+Xn47lz5wSdIa9evaLr1dHRofv98uUL7t+/T52Wly9fpnKqshpYJyL7XhIhQoR2IH+3IUoI+Y4Q8pwQMuZff2tliBJCnAkhzwghz5o0afKfOXoRIv4HkJCQoDbKp4jHjx+DEIKgoCC1cqx3lzVIhGogAbkixSqhiulub9++hUQigUQiwYwZMwCApsl26tSJ52X/+PEjzM3NMWnSJAwYMACEyAl3VO1XKpVSw4tVXk6fPs1J05PJZLzInKmpKVxcXBAbG6vxXMXExCAwMFCjHAvWMNKWtba0tBQ+Pj5U4VY+PmV8/foV+/btw5IlSwTnk0gkWLhwIU3HZRgG9+7dw+jRowWjRYWFhbTlwNOnT1FUVITLly9j+vTp2L59u+A+IiMj0aZNG9StWxcMw+CPP/6Al5cXHB0dBR0hZWVl8PX1pQq+np4e3N3d0bdvX5qerYjc3FysXLmSRjttbGywZcsWODo6YuXKlYJr+vjxI5YsWcIx0L777ju0bNmS56AoKSnB/v37KakWO6ysrNChQwecOXOGN39JSQkOHz7MIaoiRB7xnzBhAkc2OzsbAQEBsLCw4Bk+tWvXRr169Xi9F0tKSnDmzBnBmtxatWph165dAOROp/DwcCxbtkywzy0h8mhihw4dOPMnJCRg06ZNNLVQyEiMiopCWVkZ/Pz80KtXL15tt/JYsGABsrOzcfr0aUydOlWtIWpgYAAzMzMAQGJiIiZOnKgxms0aGLa2trwej6oGew8+fvwY48eP13gMhMgdOuvWrePUfKsbvr6+SEtLw4oVKwSj3sqja9eukMlkOHDgAE0ZnzhxInx9fWkqtfI2Fy9epHWOhBBYW1vD2dlZ5fVbtmwZKioqcP78ec51l8lkuHfvHqZPn85xMlWtWlWlYfn161ccPHiQ5xg8ceKEoDwLxawTQuQ1m5p6jBYVFfG2MzMzEySrU1wfW1rCPk/ev3+PsrIy+pt2cXHhbJOSkgJjY2Po6enh0aNHnO+CgoLoXH379qWfs4RL7GejRo2ickKR9Pz8fJ7D56/ULosQ8S2C/J2GKCHEgBByixCyUuEzMTVXhIj/Euzbtw+EaKaXf/fuHX2hKqcGAuCkg7H0+W3atBGs12KNgdTUVBrB2LZtG09u165diImJQVZWFo3W9erVS2XqWWZmJk+BtLCw4EQfP378qDLi1LNnT0Ga/n8yGIaptAJ048YNmvaqDUpKSrBs2TLk5+drvc3nz58xd+5c6OjoqOwZq4iEhASMHj2aZ1SpQ1paGlxcXGBoaIjvvvtOLYkQq7izURVt2kqwbML29vYgRB79Uneuo6OjsXTpUtrPcPjw4Rr3kZiYiHXr1tHo0rhx41SuJTo6Gl5eXpzId+/evdVmRrx48QLr16/nRKqFjIyCggKEhoZi5cqV6NKlC8cYVIzysZBKpXj69Cl++OEH9OrViyOvHLHLy8vDnTt38NNPP8HJyYkXSSNEThiTkJCA06dPw9XVFX369BE02mxtbZGYmIiCggIwDIMPHz7A398fM2fOhKWlpcr65s2bN8Pd3V1t1Ldly5aYMWMGfH19cf36dTx69Ajz58/XGJF2c3PDlStX8ObNG0RFRaF3795q5U1NTTFq1Chs374dixcvVlkzz4769etj/Pjx2LVrF549e4a0tDQMGjQITk5OAOREYz/++COn9pEQef2jh4eHoKEXGxuLRYsWcSLCOjo6cHBwQGhoqMr7/OvXrzQ7hR0ODg5ITExUeQ8Cckelcpp41apV1UZPy8rKMGTIEGqAEiIn1AOAHTt2gBC5U0U5HZp1gHbp0oXnsF20aBHHAcCCzQhas2YNCgsL6TVRjKIrQtGgZUdlCL1EiPiW8bcZooQQHULISULILqXPtxEuWZGfprlEQ1SEiH8PFJtuK6ZSCoH1wAsp6a6urvSFnJmZSV/UQq1SFOHv70+VDmWPuWL0KiYmhkYc1DEnKjIVKg4rKyuaAvnLL7/wvrewsFDL5JiZmQkXFxdcvXpVZYSzqKgIx44dw7Nnz/4SadQ/HZUhMmERHR2tVtlUxoMHD7SO9rP49OkTXF1dBSOuymCNSx8fn0rtIz4+HosXL8Zvv/2mUba0tBTnz5+HnZ2dxigRC4lEguDgYIwZM0awzlAZiYmJ8Pf3R79+/VS2FFIEwzCIioqCm5sb7O3tNV7L7OxsXLp0CUuWLEH79u01XsMvX77gzJkzmDZtGgYOHKj2GrIkTZcvX8batWthY2ODrl278n53EokEz58/x88//4w5c+agU6dO0NfXV5nCD8gN5Pj4eAQFBWHDhg0YPXo0mjdvDlNTU0yYMAEDBgzA999/L5i+3KdPH87vWiKRICkpCbdu3cL+/fuxcuVKODk5oWPHjpyIo5OTEwoLC+Hm5qYyKtu3b1/8+OOPePLkCcrLy3Hy5EnB1GN2zJw5EydOnEBycjLnWj18+JDWFnfv3h1DhgzhOAGqVKmCCRMm4Nq1a7ya15KSEhw/fpzWVbKjQYMG8PLyEoz8sZDJZAgMDOQ4ESwsLLS6965cuULLDNjIuJ6eHkJDQ9Vex3HjxoEQQhl1CSGIiYlBTk4Odfb4+flxtgsODqZGtdBvle33rKOjQ52oBQUF1Nnw5MkTnD59mu5Puf82i1mzZvGumapsHhEiRHDxdxqi/f/1A4wjhMT8a9gTQmoTQsKIvH1LGCGklqa5RENUhIjKQVObChY9evSgL8pFixaplV21ahUIkae8KcPCwgJbtmyhf7MEP9bW1mrnZGta2XnVKcCKXmZVqaJfv35FvXr1OApAu3btEBQUxCE7mTFjBk9R8Pb2Vsu4GRoaCh0dHVSrVg0TJkzAL7/8wiPQuHHjBqpUqQJDQ0P06dMHy5Ytw9mzZ5GUlPSXDDURfx/+G8//f2JNlTXcZTJZpXvBVsbxIpPJKh2ll8lkWu3j69evag0mVSgqKuJErCQSCd69e4fw8HAEBgbihx9+wOzZs3H16lWt5mMYBp8+fcLDhw/h4uIiSDylONzd3QHII//atEmaN28e595hGAb+/v4qDV1LS0vs2bMHOTk5yMzMxMCBAzF37lwAckbx5cuXU+ONHUOHDsWlS5c0nveHDx9yyMvq1auHI0eOaLzGFRUVnF6bis/tI0eOqD23rANVR0eHlm7Y2toCAFasWAFC5CzZitkzRUVFNLPG2dmZN295eTk12hVZblnHZb169SCTyThs5jNnzuTNI5PJBAnN1KUYixAh4k/8bYbo3zlEQ1SECO3x4cMHuLm5aZQrKiripKpVq1ZNbXol28C7atWqvPTY4cOHc/pVvn79ms6rzAqZkpLC+fu3336jCsDly5fVrtnLywuEyNlZVTVE379/P0cB0NfX5/WCKygooKlqDg4OVHb48OFqeyhu2rSJM7eRkRGcnJxw6tQpSnoUGhoqWPNWu3ZtDB8+HN7e3oKtQbStJRUhQsQ/Ax8+fMChQ4ewZ88e+Pv7Y/PmzfDy8sLq1avh6uqKBQsWYNasWZg0aRLnOVleXo6srCwkJiYiKioKd+7cQVBQEI4cOQJ/f394enrSdNf8/Hxe70t2WFtbIyYmhs4bFRVFiZYGDhwIa2trjryZmRlWr14tmEqr3L/23bt3NCpJiJxQbt26dRp7iwLy9keDBw+m2yqmK//4449qt123bh2V3bJlC42I3r17F0lJSfTZe+7cOc52rNFrZmYm+Iw/deoUnVex7n7KlCkgRM4qn52dzYnA+vr68uaJjIykUV3Fc1vZnsEiRHyrEA1RESL+4Th69CjMzc01RltcXFx4isvu3btVykskEkqwcePGDc53bATUxMSE1lmytXNTpkzh7Ve5BpFl0W3UqJFaRUYmk1GiiOrVq/PYENl1tm7dGs2bN6dr0NPT49T8AHKipqZNm4JhGOzYsYMqDs2aNVOpNMhkMpVKn4GBARYsWECZRoWMUV1dXXh4eAiy+j5+/Bjt27fHsGHDsHLlShw7dgyRkZGCRCJfvnxBTk7Of2WUT4QIEf8ZxMTE0L7OQqNKlSrUCXfixAmV9aYDBw7E2bNnVdZRx8TEoGfPngDkTrw1a9ZwamMnTJjAczCqwtOnT6kxbGBggEWLFtFnr7Ozs9pnGlvKQYi8VQ8b/ezatSsYhqGGcc+ePTnzvHr1ihqQqgjnFHtG37t3D4D8XcJyCoSGhuLgwYMcI1Mofdjb25uuQfEcKxMjiRAhQhiiISpCxD8ckyZNAiFEba0UAEGmzdatW6tMy3v9+jUmTJgAQuTtGhTBEhQRIif1yM3NRVhYGH1pKxIcHThwAEZGRggLC6Of5eXl0dSsFStWqF33169fKbFFmzZtBKO4Fy9exNq1a1FWVsYxRi9cuMCRi4iIoP+/f/8+TakyMjJSyQxZWFiIdu3a8c7d0qVLOVHNK1eucLznhMiJSHbt2qWyd190dLRgS5HmzZvD0dER69atw9mzZ5Geno7BgwfDwMAAjRo1gqWlJYYPH45Zs2ZhzZo12LFjB86cOYO7d+8iKysLgLyuKicn55usXxUh4n8Nx48fR/369dGsWTN069YNtra2mDRpEpYsWQIvLy/s2rULp06dQmhoKFxdXQUNUBsbG41kYW/evEGdOnVQp04dHD58mJN22q1bN16fZFVgGAYHDhygBmyjRo1w5MgRWk87cuRItWnkx44do/t1c3NDTk4OJac7d+4cIiIiBI0+hmFo5Ld///6C77eYmBjOeWEzfu7evQtC5NlCpaWlvAjyu3fveHOx5S6KkVtCiMoMHhEiRHAhGqIiRPyDIZPJaOuEVatWqZU1NDSEjo4O9fja2tqiVatWuHXrlqD8kCFDcPjwYRo1VPQ4s/1D2WFrawuJRIIuXbqAkD9roAC5R5wQOeOgIpnF2bNnadQwOjoaubm5KhWT5ORk2g9w+PDhvHokhmEoOURZWRmt69HT01PbZy8tLY1D1rF48WJBo/Ht27ecPp6skXn8+HHOebl48aJg3Vbz5s1x/vx5Qe9/fHw8Jc1QHjVr1qTpzxUVFbRuV9VwcHCgEVWGYXDo0CEYGRnByMgIdevWRYsWLWhvQkdHR0yZMgULFy7ktN4RIULEfxcYhtHKoZSVlaW25lRT39Hk5GRB0qQGDRrg+PHjWtcSl5SUYObMmXT7QYMG4cmTJ/Rd1bt3b04NvzKuXLlCCaTYHtk+Pj4gRF4LKpFIaHrvmDFjONuyKbd6enqCvUMBLmlfjRo16OdLly4FIQRjx47Fp0+fOMRPxsbGvOP//Pkz/f7hw4ecc6ZcHiJChAhhiIaoCBH/YERHR9MXH5t2KoS8vDwqx77AfX19wTAMsrOzBbepWbMmPD096ctY0ZMeEhLCU1ZWrlxJlQBTU1NKBlJaWkojhVWrVqUedYZhaC/QHj16ICcnB8OGDcOnT58E13Pv3j1q5I0dO1bteSkrK4OjoyNVSJR77CmivLycKiDs+REif7p27Rp0dHRQq1YtTk/J0aNH0ygkIG+srqenh6lTp8LX15emN7PHef/+fd7cqampaNWqFe+cDhw4ENHR0RzZc+fOcVg62WFiYoJbt27xlKW4uDjBiC472rVrR8852/OwTp06qFatGqpWrQojIyMYGhqiSpUqMDAwgJ6eHnR1deHs7Izy8nLs2LED8+fPx9SpUzF69GjY2tqif//+sLS0RNu2bdGkSROYmZlh8+bNaq8Zu/8vX77g1atXCA8Px4ULFwT7rLL4+vUrXr58iV9//RU///yzWtITVSguLtY6zbC4uFilcqsOMpmsUjXBfyWKLaZtf9uIjo6mWS81atRA27ZtYW1tjUmTJmH58uXYunUrjh8/jtu3bwsalB8/fkTTpk15z4fVq1fzSNrUITk5mTokCZG3QElLS6M1+q1bt1bLBB0eHk5Tip2cnFBRUYHS0lKaQRMQEEAJhfT19TmkQLm5uTSCq+gMVURubi7n+cnqmwzDUIfgyZMnsXPnThBCqGFuaWnJmyswMBCEELRo0QK5ubmc86ap96oIESLkEA1RESL+wfD19eW8/KKiogTlFFOR2Be1cuNvRUgkEmpQdu/eHYRwqfGfPXsmaNQcPXoUjRo1AiEEO3bsoPIsUy4h8rSnx48fA5C3nWCVjr1792L8+PGoU6eOyrSmvXv30nm6du2K5ORklcdQVlZGe8jp6uri7Nmzas/lqVOnqIJSt25dwVYEGzduhLW1NUpLS+Hm5kaN9Hr16nFa15w7dw7Lly8HIG99sXz5ck4NqaOjIy9F7vPnz5zzpDhGjhzJITeJjY2lDdyVR8uWLeHn58cxjouKijBnzhxB+S5dumD//v0ch0R8fDz69eun0njt2bN6jNA+AAAgAElEQVQnjRwXFRVh3bp1gjWy7LCzs+Mov6WlpdiyZQsmTZoEGxsbdOzYEfXq1eO10TA1NcWbN28QHBwMPz8/LF26FI6OjrCwsOCxfhoYGKhMT2cYBmlpabh79y727dsHV1dX2NraUlZNIUdFVlYWbt26BV9fX0yePBnt2rWDrq4udu7cqe42AgBkZGQgODgYHh4eGDJkCMzNzZGRkaFSvqioCLdu3cLatWvRu3dv7NmzR+M+ZDIZnj9/Dl9fXwwZMkRlLZwivn79iosXL2LatGm0vZGmfURERGDlypUIDg7WKA/Iz3VERAS8vb21Mo6zsrJ4RDPa7OPmzZtatbb5qwa6qv7F/41gGAZxcXF4//79X1r358+f0bp1a8Hfbvv27TWWfbC4fv06zbgxMTHBpUuXUFhYCEtLSxAi74EqlN7K4tmzZ7SXqZWVFT0WNjOnVq1ayMnJoUbtsmXLONuzfUEbN26s0nhme46yg2WPZ526enp6yMnJoTWf/fv3ByEE06ZN483F1qi6uLigrKyMM+/+/fu1OmciRHzrEA1RESL+wWAbfCt6r4Vw9epVnoIxevRolfNmZGRQOTZ11crKin6fnp7OmatRo0a4c+cOgoODqXFsbm5OU21nz57Ni96xfd02btxIjQ7FuiAPDw9eqq4ilT9rfGzYsEFltKm8vBxOTk7UGD1z5oza8xkTE0MNPD09PWzbto2jyMpkMo5CHh4ezqm9nTdvHiVfUo40Jycn03pedj3z58/nRIDz8vLQt29fGkkYPnw457w5ODhQZwMbQSZEnjY2adIkjjFoYGCAiRMn4t69e/QYzpw5Q+uslIeBgQGcnJwQFBSE0tJSyGQy7NmzB9WqVROUNzMzw/Tp0/HLL78gLy8P8fHxvPtRcZibm2P27Nk4deoU0tLSUFRUhI0bN6pcDyHyiPCFCxcQGRmJZcuWcViflUfTpk2xadMmXL16FcnJySgvL8fOnTvRrVs3tfvo3r07UlJSEBoaivXr18Pe3l5lT8f69esjKioKmZmZ1LD++vUr7t+/Dz8/P4wbN04wzdrHx4dzH5WUlCAsLAyenp7o168f57o1b95cZU1xcnIyDh48iPHjx6N27dp0m1atWqmMomZlZeHo0aNwcHCgTp8+ffqoNNAqKipw7949LFmyhJ6HOnXqqE2lBORR/c2bN9PIvre3t0pZmUyGO3fuYMKECTAwMICnp6fauVkUFRVh//79aNu2LZo3b67WyCwqKsKOHTuwceNGreZmkZSUhJkzZ2qVrv5XjNzKtsr5dyMnJwedOnXi3bM1a9bEiBEj4OPjw6mtF4JUKuXwBrRr1w7x8fGQSCT0GfXdd9/xsjsUER8fT1N3LS0taUaNTCZDmzZtQAiBl5cXtm/fDkLk5HWKz9jIyEjqGFSVFiuTyXhkTyEhIQD+5D2wtrZGUlIS/Z5NdVbuNSyRSGi5xs2bN8EwDCeVd9u2bVqdfxEivnWIhqgIEf9QlJSUoEWLFvRFOXnyZAwaNEhQOdq9ezdP0WBZEYUQFxdH5di0Wj09PaocSKVSGBgYYM+ePTRdllVW8vLyqOJ//fp1ANxIJjtMTU3x9OlTlJWVUUVj5cqVtBaUEIIBAwbw2giUl5dTY03RCLly5YrgsZeXl1PmXUNDQ958ysjNzeW0eFFXUwXI2yko1kNNnjxZrXxkZCSsrKw4xo2i4VFUVARbW1tKtPT06VNKwMQOluVRKpVi3bp10NPTg0wmQ1ZWFvz8/HjKlmJ7n4SEBMoYOXLkSHh5edEIg+L5ZBXmlJQUjoFpYGDAYdBk742oqCgwDINffvmFY8gpKmeKgzU+MjMzsXTpUh7Rk/Lo3Lkz0tPTsWzZMpVsoIqjWrVqeP78OcLDw3kGvdAwMDDAiBEj0LZtW42yrLylpSWWLFlCozjqhr6+PmrUqAFLS0ve+VMehoaGqFWrFho3boxp06Zh/vz5vGukOKpUqYK6deuiSZMm6NevH5KTk7Fjxw4MGDCAF2UmhFDCKwsLC3To0AFPnz7Fr7/+irlz51JjQHGYmZmhb9++6NGjBywsLPDTTz/Re/XkyZMYPHgw7zo7ODhg9OjRsLa2xtChQwEAnz59wubNm3nHsmLFCnh4eGDevHlwcnJCnz59ONkdKSkpcHNzo9E2QuTEOz4+Pli4cCHs7e1pa428vDxs2rSJGuq3bt1CRUUF3r59i5CQEPj5+WHOnDkYOXIk53eZnJyM2bNn0+dZUlISXr58iXPnzmHdunUcJ1BeXh6WLVsmGFXOyMjAhQsXsHTpUg4reVFREdasWcOryZdKpXj27Bl8fX0xdepUrYxbNuq8dOlSjeRDLAoKCnDgwAFO5LygoICS7bRq1QqzZs3C4cOH8fr1a8hkMiQkJGDjxo1q15STkwM7Ozt6Xdq2bYsLFy6AYRjav1lfX5/HnM4iNTUVwcHB1KHXunVrZGZm0u9ZJ6qRkRHevHlD7wFFQ08qldLepvb29rz1ZmZm0ig6+7xi18s6DtlslJ07d1LnaPfu3aljUrmnbHh4OAjhtjerWrUqnVedI0aECBF/goiGqAgR/0wUFRWhuLgYqampePToEWVIFfK4s7T3ikNdKh/LgMuO7t2789Jg2XRGtr3J1KlT6XeBgYF4+PAhVQh+++03znyNGzfGzp07cebMGTAMQyNKEomEplcpKsHKqbqZmZmCXnw7OzuVLV4cHR1x7Ngxtee0oKAA4eHhkEgk2LhxIxwdHbWOYFy+fBlNmzYV7MmnDIZhcO3aNbRv3x6bNm3ifV9WVsarW4yMjISDgwPatm3LI2sKCgritMGRyWQICwvDxIkTYWBgQFOhFed3cXGhyjir2C5cuBA1a9bEggULeOs9evQoqlevju+++w6FhYW4evUq5s+fjwYNGsDExIRjTBcWFsLd3R36+vowMTFBeno6zp8/D2dnZ2okKzMaJyYmUpZmQuQR40mTJqFFixbUsGHx6dMnuLq6cgzSCRMmYOTIkRwjJzc3l24TFxeHGTNm8AxexRregIAAMAyDu3fvYvTo0Twjrnr16pyobI8ePQDIf4uBgYFq05nZcenSJbi7u9OWFpqGm5sbTp48CQcHB7Xpz+yoVasWTY/XdrD1d9oOR0dHzJo1S22kWdlQHjlypCCRl6px8eJFhIeHC14HoWFnZ4e1a9fynAItW7ZUed4KCgqQkpKCuXPn8u4LIWfB3r17cejQIZiZmcHIyAjl5eVISUnBiRMnMHfuXF6dd69evcAwDK5cuUINrczMTLx58wZ79+7F6NGjeSnmiYmJSEpKEnxuxMXFYd26dZxaTg8PD0FZ9ncbGRmJefPm0cyGJk2a0OfHtWvXcPXqVU4aPwC8f/8ec+fOpddLlRH5/PlzuhY9PT3qxDE3N6d9PAkhOHXqlOD2z549Q926den1bdy4Md6/f4/y8nL6fmGdjgsXLsTy5cs5vwv2/cI6Oo2MjHjvKZlMhq5du6JHjx7UAcheC2NjYwByRwc777t372hWg42NDXWwKNaiAoC7uzsIIfQZOm7cOM495O7uLtZtixChBYhoiIoQ8b+PMWPG8JSq/v37q3xRnj9/nievqk7ozp07VHFT9GQrori4GLq6uhzjUVWNmiItv+JQTtX9+vUrJz1RUYHcvn0779jKysrQtWtXLF++XJCMiIW7uzsaNWoENzc3GuXTFuraEaiSV9XLTxW0aSCviKysLJXHEBMTw/usvLxcJYHVp0+f4OTkxKnzYhhGZd3Xy5cvYWVlhZcvX3I+T01NVVnDFRkZSdsmsNGe7OxswXrgtLQ0uLi4wNDQkJOCWVhYqLJe+sOHD3Bzc6MGy4EDB1BYWIiYmBheHWdqaio8PDxoi50xY8aAYRjk5OQgLi6OU7fL4tWrV1ixYgXn3rxz5w7i4uIQFhZGoycymQwPHz7EokWLOFHIAQMGIDY2Fk+ePMGdO3c4CnBeXh5OnDiBESNGcIyrgQMH4tGjR7hz5w5NxY6NjcXWrVthZWXFMwAHDBiAc+fOISgoCJcvX0Z6ejoePXoET09P9OjRgxfdbNKkCY4dO4bTp0/j+PHj2LZtG1auXImePXuqjGTb29tjw4YNGDRokODvVHFYWlpi+vTpcHNzw5YtW7B06VK1BFuEyNP7R40ahdmzZ6N///4ao8w6Ojpo1qwZhg8fjhUrVsDHxwezZs1SG4nX09ND+/btMXHiRDg7O3Oi5cbGxiqdCebm5pg+fTp8fX052Qy6urqCad8GBgYYOHAgvL29sXr1agwbNoxe83fv3sHHx4e2sGKHvr4+HBwcBGt32einYq9MQuTEOxs2bFCZZp2eno4lS5Zw7q0+ffrg999/58keO3aMOoJYB5XiuWb/z0aqlXHt2jUOaVCNGjVoT+q3b9/C2NiYGpg6Ojq4e/cu51otWbIEgDwCzabICjn1zp07R88xuy72GrRp0wbAnxlDnTt3xosXL+g+2EwQQ0NDnvOPvT9//vln+Pr6okGDBpxz3bVrV1p+IkKECNUQDVERIr4BWFpaYtCgQVQhvXjxIrZs2YL3798Lyu/Zs4enLFlZWQkaNDKZjBJdbNmyReUabGxskJGRQVur2NraCsoxDMNL3evbty+8vb3x5s0bjuzmzZt5yumDBw94SgOL27dvU6Vkzpw5KqOniqm/bdu2xcaNG1VGKb41MAyjsoZRlXxlWDfZba5fv66ytZAy0tLScPTo0UrtIy8vD1u3buVE8lWhrKwMp0+fhrW1tUojXWib8+fPY8iQIXB1dVUrK5FIcOPGDcyYMQM1atTQ6l7Lzc3F8ePHYW9vD2NjY5W/ZUCePn7x4kXMnTsXDRs2hLGxsVrypOzsbJw/fx6zZ8+mSruqOsHi4mLcv38fP/30E+zt7WnqpKWlJed3mJ6ejuDgYKxfvx5Dhw7lpNkOGzaM82xhyaVu3LgBPz8/TJs2DRYWFhxjk62x1mSADh8+HHFxcbSOvKioCO7u7hqjy1OmTEFpaSk+fvyIKVOmqJVt164dnJ2dcfr0aaSmpqK0tBQbN25UWdOso6MDS0tLrFq1Cjdv3kRRURHS0tJomYWTkxP27NnDaS3FbmdtbY2DBw8iNTUVEydO5EQzo6KiONFPdht7e3sEBwerdJR9+fIF7u7unPV27doV169fB8MwSElJodentLSUU6evWEqhHI3u1KkTEhISeO+NvXv3cozVqlWr4unTp/T769evc+YZPHgwbGxs6N89e/akDrypU6eCEHlKr7JTr7y8nKbWsqR7lpaW9D04ceJEAKDn3cvLC6tXr6b7YR1EjRo1wo8//ogZM2ZQxxsr8/HjR8ybN493jXV1df9RhFciRPxfQTRERYj4BnDgwAFIpVJaixkUFKRWXpF4ghA5YUOXLl1ozacydu3aBTYSoMoIZBkuFRl82VpHZXh5eXH2b2lpKRg5zM/P56RWEiJv7aJqDQA46Z86OjoYP348j0Tj48ePglGc3r17IyAgQDDyW15eLioe/0BUtlWKuntLFZRTH9WhpKRErZEohNzcXKSmpmolyzAMYmJitK4tZBgGL1++xIMHD7SSl8lkePnyJQ4ePCjo6FGUe/v2LU6dOgUXFxfExsZqnFsikeDVq1c4f/48PDw8sGHDBhQVFeHFixe4evUqtm/fjsWLF8PW1hYtWrSAnp4e9PX1edFxhmGQm5uLmJgYhISEYO/evVi9ejUmT56Mfv364fvvv4eenh5mz57NqftTHmPGjOE9C27dusWr0VZ+lik7M0JCQtRGjS0tLeHv708zOZKSktCpUyfo6OggLy8PP//8M2WmZUfDhg3h5eXFuS+U75G8vDx4eXlxopnt27fHxYsXaUmCRCJBjx49kJKSgvfv31ODjhBCI6I6OjqYO3euYAp1jRo16HtDKpXyykSqVKnCa9EUEBCg8lyYmpriw4cPALglJHfv3uXdL6xD1cTEhBrMbPsyQgj27duHuLg4uu6oqCjUr19f5b5Zdmc2Utu5c2d6zZVl69Spo/F+FiFChGiIihDxTWHs2LEgRD2RAsMwWLx4Mby8vGj9J1uHpEppz8vLo2lWLAuhOrARBraGShnx8fFUUWC9+8pU/Sw8PT3RqFEj/PLLL1ShcHZ2VpmOmpaWJljbZmdnhwcPHtDtbty4IUi0Y2RkhNWrV/OiggzDwNnZGfb29ti9ezfevn2rcg0nTpzAzJkzERAQgCdPnmhkJBUhQkTlIZFIkJSURFM+tUVJSQm8vb1hb28PGxsbdO/eHa1bt0b9+vU5hqmuri5u3LgBQG5Y79u3Dz179kSnTp3QokULNGzYEDVr1uSRa7Fp5KWlpZwexoqjRYsW8Pb2Rnx8PGdtN27coNFkHZ3/x96Xx9Ww//9P+7UkO1myVMi+3CIhRLJeW7i63IqbfSeSJdmJLEmoKCWiEqWEQpZcQmWnQkS20npazjx/f5zHvO/MmZnT8f19f4/f537M8/F4Px503jNnzpw5M+/na3k+NQSzn2fPnuVlP+Pj4zFo0CAAiraGLVu2cPpTjY2Ncfz4cV6gZc2aNaAoCvPnzydkmV3qbWJighs3bsDFxYX3GaZPn06IeklJCXmesM/fmTNneOd/4cKFomSQ6VctLy8ngVUhgbjCwkJiVcY895Qz1M2bNyefpUWLFhwtA6bclxnt27cn54YRP3NzcwOgqCBQPk5TU9MfuuYkSPhZIRFRCRJ+IjCZzokTJ4rOiY+PJ2VSjBWLjY1NtftmypPs7Oyqnfvq1SvS7xMVFSU4hxF7CAoKIg93oX6oz58/k5Lgw4cPk7nu7u6i7+/l5SW4yBk8eDDS09PJPHd3d96cNWvWiBJMmUzGUcRt06YN5syZg7Nnz3J6O2ma5pSAaWlpoUuXLnBycoKPjw9SUlKk7KoECf+hqKysxLdv35Cdna12yb5cLkdJSQk+f/6MnJwcPHr0CF27dhUlXBYWFhyxLZqmsWXLFsHgGJP9FCvPPnfuHHR1ddGlSxd4e3sTgsYQsMOHDwsGGZOTk3lZTjYJXbhwIYqLi5Gbm8spkTYzM8PVq1fJfl6/fk18Odnj8OHDgserrBLODHYwcvPmzYQw5ubm8vbh4eEBilKokjNZ3KFDh/L2yYgtzZs3jxMUUD7eY8eOAVAQaobQMiJwb9684e2XyZZKkCBBNSQiKkHCT4Tw8HBQlKLvUQwhISEYP348AODq1avkYa9KPZamaWIITlEUb3FWXFzM24ZRx+3YsaNguSP7/RgbgPr165OyLLG5zAKFoijs2bNH8HgrKip44h99+vTh9TJWVlYS4Rz2GDduHL5+/Sq472/fvglagOjo6GDgwIHYtm0bcnJyQNM0R1lSeWhra2PHjh0c0hsaGorJkyfDzc0NR44cwZUrV5CdnS3a+/Xy5Uu8ffv2hwWRJEiQ8P8GNE3j8OHDqFGjBjQ1NVGnTh00a9YMpqam6NGjB/r37w87OztMnDiR2L8UFhaSrJ7yqFmzJh48eCD6fqdPnxYUZGrSpAn27dsnGvAqKChAq1atBN+zdevWSEpKInNXrlwJilIIOG3dupVTLXLjxg3SO8ruy922bZvoMTOaAxT1j/AR21IqKyuLkMF9+/bxts/LyyNVL25ubmQ/7KAmRSkyskwlT1xcHCnf/eWXXzB37lwyr23btggPD0dcXBzOnz9PnkXMc4ttdyYRUQkSfgwSEZUg4SfC48ePSVRbjJwEBASQ7GNRURGJiKsqbwsODgYAIq6xfPlyzuszZ85EQUEB52+5ublkEcBEm8VQVFREyrCsrKxUqtPSNI1FixaRBUFISIjgvOvXr5NzwSyQfv31V17PV25uLpo0aQJra2usW7eOLIxatmyJ69evC+47KyuLk3VgRu3atbF7926SfaBpGqtXrxZc7IkJP+3Zs4eXFdHW1kbbtm0xZMgQuLi44MCBA5DL5Xj58iUh3AYGBmjXrh369++PiRMnYt68ediwYQP8/PwQFRWFsrIylJWV4evXrygqKoJMJlPbukaCBAnqoaqqCp8/f0ZZWZlaitzPnz9Hx44dRQNWWlpaMDMzE8zMhoSE8DKaurq62L59e7XtAIwIkND7BQUFkXkFBQWoU6cORo8ezbOcSkpKImXJ7FJXVdYmlZWVJOvKPB80NTWJLRZN08TnuUePHoLPggULFoCiFOWxTBBz5MiRPEV2JshYp04dTp+nvb09vL29yf+PHDmCkJAQaGtrk17cqVOn4ubNm1i0aBERwWOfaxMTk+q+WgkSJEAiohIk/FSoqKggpEtMHOTgwYOEaBUVFREio4osmpubIzk5GcePHyfRYkalEgAcHR3Ru3dvHhllMoKtWrUixPjjx4+CaqkPHz4kixpVZbeAIkP6xx9/EJJ24cIFwXnTp09Hv379kJCQQCLoJiYmPKuQxMRELFmyBIBiccUoiWpqamLDhg2CGd07d+5w7AkoSlEGpyz4RNM06cNiDz09PSxdulRQpfXs2bO8fbOj9xkZGWRuUVER7O3tRReyGhoaJPNSWlrK8epjFp6//PIL9PX10aBBAzRt2hRGRkaIiYkhx3/p0iWcPn0ap06dwokTJxASEoKgoCAcPXoU/v7+OHz4MA4ePIijR4/yyC1N0ygpKcG7d++QkZGB69evIzo6GseOHfvh3j5mf+oS6MrKSs51KkHCfxJevXoFBwcHODs7w83NDXv27EFYWBgSExPx+PFjfPnyRfRaDwgIECzjpShFT+X3799F3zc0NFSQgDo7O/PKYENDQ3H27FnePo4fPy6YiXV2dlZJwBl9ALYCL7sk9+zZs+S+JWQrk5mZSZ5xgYGBJHN64cIFji0ZI1RHURSmTJmCGTNmkNciIyPJ+xgZGaG8vBwnTpzgfA4DAwNoampCW1ub3IvZZcuGhoain1GCBAn/QCKiEiT8ZGCIZWhoqODrjAIuRSlMw5kH9Ny5c0X32aNHD7Rv3x75+flE8v7o0aPk9QMHDoCiKB4Z/fbtGxHeYMgQTdMwNTUVJL6+vr5kEaGstKiMiooKIipRo0YN3Lp1izfn48eP8PHxAaAwV2f8Ips0acJT0mX3a33+/JlE5SlKYW0j5E0aFRVFFoPsaPnkyZM5yqg0TXOUitllw3Xq1MGmTZt45c1///23YNbV3NwcUVFRHHJM0zR27NghqGrZqVMnXL9+nbM4vHLlCjF1FxrKZXVv3rwh51psMAGBN2/ewN7eHh06dECTJk1E7TesrKw4WXuappGfn4/Hjx/j8uXLCA4OxrZt27Bo0SLY29vDysoKbdq0gaWlJYdcVlZW4tWrV4iLi8P+/fuxaNEijBgxAu3atYORkZFairZfvnxBYmIi9uzZAycnJ+zcuVPl/I8fPxKrEgcHB7X7fQsKChATE4PVq1cLlrMro6SkBLGxsTh+/Lha+wcUAjnnzp0T9fwVwtOnT0W9YoXwI/tmkJ+f/8PbSBAGc79VDji1b98ekydPxtatWzkewsXFxcQn+vXr1zylYDs7O9HvR5lU0jSNDRs2CP6ma9SogWPHjhEFdSEoW4c1bNiQ3AeKi4thZGQEiqIwa9Yswe0ZITwLCwuicWBsbAy5XI7ly5eT/U6cOJHc70NCQkggUk9PD6WlpUhLSwNFKQTzAGFvbXt7e/Tr10/ws+rr66v/hUmQ8BNDIqISJPxkmDx5MijqHyVcZezYsYMTBWeydap+l927dwdFUVi1ahXpFzI3Nyev//3332SfymR069atoCiF3D0j6MP41G3cuJHnL8j0SjVp0gQfP35U+VmLi4tJuXC9evXw6NEj3hz2/l++fEl85/T19XHlyhXRfdM0jb179xIiVb9+fUExJYbYnzp1ihN1r1u3Lo4cOcLJaDACG0wEnjkW5vMeOHCAIyqSlZVFjNWVh6mpKXx9fTkleAkJCRzfP/YwMzODt7c36X0tKCggZW1CC8px48bh+PHj5LukaRohISGiNhQdOnRAcHAw8vLyUFxcDA8PD5XWGAsWLEBiYiIhZNevX+dYRwgNXV1dPHr0CJmZmZgyZQpMTEwEszLMOHr0KOf7r6ioQEZGBkJDQ7Fy5UrY2dmR7Dd7YcwmryUlJbh+/Tq8vLxgb2/P66tjlzEqo7CwEBcuXICrqyvMzc1JoEC5tJ19zT1+/Bi7du3C0KFDSYWAmA0Sg6KiIoSHh2Py5MmoXbs2evToUW1Z6Nu3b7Fz50706NED+vr6vGoGZVRVVSEmJgZjxozBpEmTVM5lf56LFy9i1KhR1VY5AIrztXPnTrVIuvJ7iImi/bdh165dqFGjBiwsLODi4gJfX1/cunVL1MuXpmnY29vDw8MD+fn5HPuSJk2a4Pz58yrfj73f8vJy/Pnnn5zfo/JvzsDAAD4+PqLX39ixYznz69Spg44dO2LPnj3k2dKoUSNOYJABW6fg0qVLxI/ay8sLAGBlZUVeDw4OJv9m9ssQVEBxrTVr1owEkRh9BWbUq1cPHz9+JD2o7GcmRSkCj+qUXkuQ8LNDIqISJPzLUVBQgFOnTqktSLNx40ZQFIUxY8aofJ0ZTHZOW1tbNLPDqD9qaWnh/PnzJAvIRNllMhlHqIJNRktKSsjih7E1YD/0XVxcOH1A+fn5ROnQxsYGvr6+Kr0dv379ik6dOoGiFOqS7969U3l+Pnz4gB49epCFVHULsfv378PU1JQcLyPpz8bChQuJb2NSUhJHjGPAgAGcxdymTZvIv8vLy3HgwAE0adKEzDc2Nub4In779o30Orm6umL27Nkcm4IGDRrAz8+PzM/KyiKBgy5dumDChAkcsqanp4c//viDnNOIiAiS5WYWWOzrQ0dHB8OHD8fTp08BKDwzf//9d1Hyp6GhAQsLC4SGhiInJwfTpk1TSS61tLTQq1cv0lcWEREhSr6Z67Rr166YOnUqli1bRrIeYqNOnTowNzfH1KlTsXjxYnTp0kXlfAMDA1hbW2PUqFHEq1LVfC+5tiAAACAASURBVHNzc4wcORKOjo5YuHAhgoODsWrVKvTu3Vt02/Hjx2PBggVYtWoVIiIiEBkZCRcXF5INYg99fX24uroSX01GoCs/Px/BwcEYO3Ysz7Zi0qRJ2L9/P3bt2oVt27aR38SXL1/g5+eHAQMGcOYPGjQIYWFh8Pf3x549ezgBmpycHHh4eHAy6EFBQUhLS0NCQgJCQkIQEBDA+T0UFhZi//79pO+boijcvn0b6enpiI2NxaFDhzgloN++fcOGDRtQr1499O3bl/y9srISz58/x9mzZ3Hz5k3e7y45OZl8ltu3bwNQ3G9SUlIQHh7OmfvhwwcsXLhQsNT169evOHfuHK9MnqZpHDt2TNCnNCMjQ6WIkDKKi4vV9mpl8PDhQ06gqaysDE+ePBHtoS8qKuJ5iW7atInck5s3b06+DwcHB3z9+rXa+6WDgwNyc3ORn5+PwYMHk+2HDBnC+93PmDGDly2naZocb0lJCc82haIoODo6Ii0tjdyn2NU2bNja2oKiFBncmJgYUJRCeOjr168oLy8ngZsBAwaICsVNnDgR3t7eAMDRFzh9+jRnHhNgunDhAufv7EoZqexfgoTqIRFRCRL+5WCIo5gojzISExPh4OCAQ4cOCb6+du1a3sO5U6dOcHd3Fy3PYi/eu3fvjkmTJmH27NmcXstevXpx9skmo76+vujTpw9ZiH358oXT3zRq1ChOFiQlJQUGBgYIDAzE3LlzYW5uzumLVMa7d+9gaGiI2rVrIygoqNoewu/fv8PGxgYtWrQQVOlVRlFREckEnDx5kvd6VVUVR0myrKwMa9asgba2NsaOHavW/jdu3Ah9fX3Url2bt5grLy/HtGnTCAn59OkTNmzYQEhYYGAgZ35JSQkcHBxgZWUFQLEI37p1K8nADh06lDP/w4cPZIHl7u6OpKQkzJ8/n9Mrq3xMMTExaNGiBSG38+bNIwEEiuKqXf7999/o27cvec3MzAx2dnYwMDAgf7O0tOScz6CgIM7+hEZ2djZKS0vh4+MjqgDKHps3bwZN07h69SrGjx8vWMrMHmZmZggPD4etra1oP57yWLNmDaytrdWeb2hoqNY8ZtSvXx92dnacwE91Y926dRg5cqTK7DF7zJo1C+fPn8fo0aOrPUcUpSDvgEJ4Z8GCBZz+P7ERGxuLvLw8rFq1ijPf3NwcEydORKdOnTgZNwcHB3J9pKam8krFJ0+eDDMzM3K8urq6qKioQHl5OXbu3Al9fX3Y2tqS6/3UqVOYN28e597G/m1nZ2cT4pOXl4eioiKcPXsWLi4u5LpnB/vYKrPs3+25c+fw+++/o2bNmtDR0RHM9LFRUVGBkydPkpJQf39/lfMBRe/3rl270KhRI44VF9MHyR6NGjVCZGQkvnz5gmnTpqFWrVo8ESIGcXFxoCgKW7Zs4QgqOTg4cCojzM3NiSWYMtzd3TFy5EgUFRUJBqVcXFxQVVVFAgoWFhYwNzfn9YdevnwZFKUgvA8fPiTfv7OzM7Zt20Z637W1tXHr1i3RYFbNmjURFxcHNzc3jgVNREQEmWNnZ0eynQUFBZzfMru/VlUJsgQJEhSgJCIqQcK/G5mZmXB3d6+2dE5dsP0tmQe7vr4+3r9/L7oNk3FkxsaNG3lzZs+ezXvoM2S0qqqKV8Zkbm7OmWtubs4hO8znff78OShKkZlbv369aGY4NzeXLHS6du2KmJgYlaVTMpnsh/riAAj2oapCRkZGtRkHNj5//iwo5AQoMgvKC8aysjIEBgYKnhOapnkiI3K5HAkJCYLZJZqm4e/vj5kzZ3Lm3759m/TZKuP79+/Epufjx4+gaRpPnz7Frl27eJ6HNE3j1KlTaNWqFXr06EH2n56eDj8/P4SFhfH2X15eDh8fH5IxXrx4MdLS0nDs2DGeMmdFRQWCgoLIArR58+b49OkTbt68icDAQKxcuZL3uV+/fo2VK1dyypkdHBxw8OBBrF69Gjt27CBzs7OzsXbtWk5WSV9fH8eOHYOXlxdWrlwJZ2dnklXLycmBl5cXL0BDUYqy5Pnz58PR0RFnzpxBVlYWdu3ahX79+vEIbL169TBz5kw4OjrCwcEBjo6OOHLkCCZOnEj6r5VH+/btYWtri5EjR8LCwgK//fabYLaVTSR79OgBS0tLmJiYiO6XPXR1ddGiRQv07NkT5ubmGDZsWLXb6OjooHXr1rCwsMD48eNFBbmU709t27bF4sWL8fjxY1GbE/aoUaMG+vTpg+PHj3OqE4yNjTn/Z4+mTZviyJEjqKqqgre3Nykr19LSwpAhQ3hlqJqamhg6dCiKi4sxa9Ys/PrrrwAUQZTExET89ddfqFevHo8E3rx5E2VlZThz5gznWszNzYWHhwcvMLFgwQLB3x6guIft27ePU27btGlTfPz4ERkZGaQvkn3MFy5cwIkTJziVBEyGkI3i4mLRQBBDQhs1aoSAgADRwJ+Pjw/ZRqgNYP78+RwvaW1tbdJq0alTJ7JfuVxOfkcODg549eoV+Z1cu3aN8znNzc3JM0NoBAQEEJ9pdvArKioKFKVQPle+dzEVJhSlCKAw/3758iV8fHx+6B4vQcLPBomISpDwE0LM+BwAFi9eDAMDAxLV37t3L9LS0kjppRCU7QV0dXV5iqf+/v6cOW3atIGjoyMvW8dAyNbE2NgYL1684M0dOXIkmdOpUydBNUVAIarDlGdRFIV+/fohOTlZ9HMVFRUJqtYK4Uf61v7NEOs1U4Xr16+rrYBbVlaG7du3qy3wAyjO/bZt22BtbV3tXLlcjqioKFhYWJByzepQUlICf39/dO3aFb1791Y5t6qqCrGxsRg3bhy0tbVx+fLlavf//PlzeHh4kFLVgwcPis798OEDDh06hGHDhpGsJ1P2rYzKykrcunUL69evh6WlJckGKme8GWRnZyMwMBDTp0/nlNo2b96clIAWFBQgMTER27dvx8SJEwUzzbNnzyZBgK9fvyIyMhIeHh4YN24cp++ZPdzc3PDq1SvMmjVLVMCKohTZ9bVr1yIsLAwPHz5EaWkpMjMzMX36dJXZWWtra4SGhuLJkyd4+vQp554hNFq3bo3p06fD398fL168IOW2vXv3Ft2mYcOGmDZtGsLCwvD161ekp6eTe6OFhQWWLFnCI5L6+vr4888/ER8fj8rKSuTm5sLCwgKzZs0CTdO4ceMGpkyZwslW16lTBwsXLsSzZ88AgNcrX15eDj8/P3IPZ47Ny8sLJSUl+PLlC+mfVB7sQEfr1q1FA1/Lli0T3L5///4wNDTEokWLVApQnT59mrzX5MmTed/5smXLQNM0vn37RkgxU+6rpaVF2j4A4NSpU6AoRSAjKyuLHFufPn2wb98+UNQ/VjCurq5EB0H5WuzTpw9omiZBk3Xr1pH3iI6OBkVRgkG3+fPnk32wPaSbNm2KRo0aSb2iEiSogEREJUj4yVBVVUUEGYSwefNmpKenE4VBdUpH2Q9fZkFgaWnJ6d1kVAiZbEr9+vVVZnGTkpI4+6xduzamTp2KLVu28HpCL126xFtMLVmyRJAcKmd8KUrhMSdkZ8OIIzk6OvL6wJQRFBSEYcOG4ciRI2opsUr430dBQYHaiz6apok4lrpgynbVJckfPnwQDYqI7f/+/fs4fPiwWvPz8/MRGhoqmC0Wwrdv33D69GnMnDlTlLyyjyUrKwuBgYGYNm2aaF8eoCgFv3DhAjZs2IBRo0ahefPmHFVWZRQWFuLmzZs4ePAgZs+ejb59+6Jx48ZISkpCQkIC/Pz84OrqigkTJqBHjx68vkF2WXdpaSn8/f2xZs0aODk5YdiwYejcuTNPlKtu3bpIT0/HypUrVZYte3p68vooZTIZ1q1bJ7qdmZkZ7ty5Q+5LNE3Dx8eHE/RSJtMTJkxAREQE51q6e/cuyahbWlpyMm1MkM3X15dz3d65c4cEYCorKxEYGMjJVNarVw9btmwhAaSKigoMGjSIs9+aNWuia9eu5Hg1NDSwePFi0aBTamqqKOl3dHREenq66HcPKO7tDPH87bffSDCDCX6sXr2a/I6ZShpDQ0PS6+zh4UH2VVFRARMTE1CUwualpKSEZJoDAgJIpp8p84+KiiKiRcrCSDk5OSgrKyOklR2kPHfuHKysrASzu4GBgaLXk729vcpzIUHCzw6JiEqQ8JPh7t270NTU5NiHsME8aBmT7jp16oiKXzBo3749p+fm6dOnyMjI4BDNyspKGBoa4vnz55wFhxhkMhlq1qzJWfBcv35dcC5N07zyYCbirax8m5+fL6gcq6GhgaVLl/JI7rt37wh5trCwQFBQkCgRcXFxAUUpStwGDx4MX19f0fMsQcJ/K2ia/qGMNqC474hVFdA0ja9fv+Lu3bs4deoUvL29OT3XYmCypdevX4ePjw8GDhyIbt26oW3btmjYsKEgsezYsSPnvqWqn5A9GPupz58/Y8yYMYJzevbsiaCgIEEPz5MnT/JEpZh7yfjx45GYmMgLsly/fh36+vowMzPD8ePHCSFj7tseHh68YB+TvWvYsCGcnZ3h4+MDCwsLsl3nzp1VBk8qKyuJmBt7dOvWDUlJSdUGgtLS0khgwdrammQfmzZtir59+2LDhg1kH3fu3CFZU+azmZubc5TDGUsvfX19fPr0CQEBAaAoRVkw0wPLFgXLyMgg/2YLFg0YMACAwrqK2R/7fS5fvkwy0MpITk4WvS58fX1Vng8JEn52SERUgoSfDExZErNwEkNpaSlZGAn1DLLh5OSE/Px8EsEX2zeTJWEiyDVq1FDZezp8+HC4u7tj/PjxZJEotgA9cuQIj1g6OjoiKCiIs6AAFBYHynNPnjwpqr7LlvpnFnErV67k9WTKZDL06dOHt+8BAwZg3759vF6hyspKHDhwADExMWr5KKanpyM1NVVthWQJEiSohkwmw6dPn5CZmYkHDx7g2rVr5HdN0zRevHiBx48fIyMjAw8fPkRqairu3r2LlJQU3Lp1C8nJybh69SqSkpJw6dIlnt0PezRq1IiXLZTL5YICcRRFYeDAgbzsLIOEhATBHtratWvD3d2dJ3okl8uRmJiIZcuWITk5GaWlpdiwYQPJTOrq6mLjxo3VEnymf5IZNWvW5CkQi+H169fk/HTt2pW0X2hpaSExMRH79+8nc6uqqtCzZ09QFEVUyWvUqMEhg0VFRaQ/3NPTEzRNk23c3NwwYsQIzrFqa2uTctw2bdpg8+bN5DXGV5uxchk9ejTv/CnjwYMHiI6OxvXr18n3279/f857qtuSIEHCzwqJiEqQ8JOBURNkCzGIgVGFXL9+vcp5DIFjPEcZ9UlV85kMpouLi+i8qKgolJaWIicnhwhObN26VXBuaWkpz8OSXcLFhkwm4wltdOrUSdSXlKZpwSyHpqYmRo8ejfj4eBLFf//+PcduhT0MDQ152YanT5+iUaNG0NDQQNeuXTFv3jycPHlSkKAXFRVh4MCB0NHRQffu3UlG4+bNmz9Nj6oECf9pkMvl2LdvH0xMTNC1a1dYWlpiyJAhGDt2LBwcHODi4oIlS5Zg7dq18Pf3J/eKoqIijBs3TpS4amhowNvbm5dlPHfuHK+nUltbGytWrBBUaqVpGvPnzycBrNu3b3MqSKysrEQJE5uAvXjxgtOramFhUa2XM4MvX76QFo5WrVrhxIkTJNvp5eXF+4xMb6eenh6pimETVeAfxfgmTZqgqKgIt2/fJvfla9euqVSmXrJkCVE619XVJVlqhsiyy7/FkJeXB4qiiMBVo0aNyPZMllfqD5UgQTUkIipBwr8YX79+rdaKhI2KigqOgqCYLD8DIfVANpSj58xCQFdXt1pRm3PnzpFouCohJAZ79uwhUXExNVt3d3doaWlh0aJF5DOeOHFCcC4js3/48GHSU2RmZiZaSvvhwwdeSa+mpiamT5/O8wtMTk7mWWEYGhpyvBHZuH//vqB/nrGxMRwdHREQEEAEpkpKSngefcyi1czMDFOnToW3tzdZdF66dAnu7u44cOAAoqKikJKSgrdv3/KyxAzKy8vx4MED5OTkSJlXCRL+H+H169fEf1lPTw/GxsawtrbG1KlT4erqir179yIiIgJ37tzhtEacOnVK1GbHxcWF4yvKgLl3ZmRkYOHChYSg1a5dGwcOHBB9hhQXF2Pt2rUAFH3AbAGrOXPmqFUeDSjuWYzabYMGDZCYmEiChuPHj+eRtdzcXHI/ZDyMhw4dyjnOT58+EVufAwcOAAD++OMPUJSi75Sxa1G2CmJI7dWrV0n1CmOz8/nzZ3Ju1HkmARBUm2ZKgadMmaLWPiRI+JkhEVEJEv7FuHHjxg/1oDBEkRli2UUGjMCQlpaWYOloWloaKWkCFJlOZuEQFRWlct80TRMvvPHjx1d77JWVlSTaPHz4cMFI8/v37zF16lTQNA0nJyeyyBMqLZbL5Zg4cSIRiGFIZvv27UXLhcPCwniLjhUrVgiW9LKtCZjRqlUrUdP65ORkUbuK0aNHc46prKwMdnZ2gnNbtmzJ6aWlaRo7duwQzA40atQI3bp1w/Dhw4nQBwCEh4ejVq1aZCHXtm1b9O7dG6NGjYKTkxNcXV2xc+dOxMXFEaXP3NxcvH//Hu/evUNOTg7evn2LN2/e4PXr18jOzkZWVpZomaEECT8b7t69i4cPH+LLly9qZ82OHTsmKBLUuHFjDB06FMuXL+dVXERHR5PfPjvYNXLkyGo9kufOnYvWrVvjwYMHhHDp6OioLaYFKO7bo0ePJkHEa9eukZ5UU1NTwX7Z33//HRT1j7Bd3bp1eW0NDNE0MTFBRUUF8vLySJY4OjqafFYheyQmi8mcy+DgYACKPl3mHqrud6JsF9SgQQPS9+rn56f2eZIg4WeFREQlSPgX49atW6hVqxYyMzPVmr9lyxbOQ7Nr164q59M0TcpMIyMjea+/f/8eNWvWxKNHj8jfGK9Ott8kG0+ePCHZ0ps3b5JjUcdK4++//yaLKrG+JEaco7y8HNbW1oRwCWVRS0tLyb8fPnxIovSmpqaC3m+Mii5DKpljHzFiBE8UhKZpUvo1Z84cNG7cmGQuXV1dBbON8fHxPAEVfX19REZG8hZGMpmMLPDYo3v37rh48SJvflxcHFGOVB6Ghoa4f/8+Z/7jx4+JnYjQMDExQWZmJmiaxpEjRwQzusojKCiInJvw8HAsXLgQs2bNgpOTE6ZOnYoJEyZg1KhRsLW1hbW1Nfr06QMnJyeSEZLJZMjJycG9e/cQGxuLo0ePYtu2bVi6dCkcHBwwZMgQxMbGCl4Xyufu+fPnuHjxIvz8/HDy5EmV8+VyOV6/fo3Y2Fjs3Lmz2gU8G8XFxbh69SqvZ08M379/x7Vr136opK+yslKwJFMMcrn8h32HpRLD/7/w9fWFjo4OOnfuDAcHB+zYsQPx8fEqxdBSU1OJ3yk7+BQWFlbt9xkfH0+2YQJkhoaGP+SVTNM0Zs6cSYKZMTExmDdvHtmnkLru5cuXefcNpqolKioKmZmZyMrKIvfJU6dOAfjn2dauXTvs37+fHC9zDxYbOjo6JMg6Y8YMUBQFZ2dntT/j9u3bOftbtmwZ0RR4/vy52vuRIOFnhUREJUj4F+POnTugKIX6oDolukIlndXZODg4OICiFN6AypDJZCSLyFgKMFHlZs2aCS52kpOT8fvvv5PXGAn9AQMGkL+lp6eLln0xqo+GhobVLqa/fPlChC6U1TCFkJ6eTjzrTExMkJOTw5uTl5eHhg0b4uLFi/D19SVlWB06dOB5nJaWlqJXr15IS0vDp0+fOHYBXbt2FVyInT59WjDrYWNjwyH8gIJsi/WYWVtb8zLBz58/FySXDRo0wMqVK3lk/fv370QoSnnY29vj3r175DvLycnBqFGjRBd8Y8eO5WQ/qqqqsG/fPl7pHHu0bNkS79+/R35+PmbNmlUt0WVfV5WVlUhMTCTWHg4ODrCysuKJydSqVYssGOVyObKzsxETE4MdO3bgzz//hLm5OckOUxRFsuhCoGkaz58/R1BQEObMmYPu3btDS0sL1tbWott8/vwZkZGRWLx4MXr27AlNTU3R3mY2CgsLcfr0afzxxx9o2LBhtb9j5nzMnz8fLVq0QEZGRrXvQdM0kpOTMX36dNFMvjK+ffuGPXv2wM3NTa35VVVViIiIqFaZmw2ZTIZz586pPf/fjrKyMjx48OCHSuVzcnIEhZPat29frbftt2/feNv26tVLpbCcENgiTIGBgQgJCSH/P378OG++TCYj/ZYM+Z08eTJ5fcGCBejbty/JmPbq1QtyuRxVVVUkY+vt7U1Ujjds2EA8RdnKuRRFoUuXLqAoRRARUFzrzD7UtUMCgMTERM5+nz17hsLCQhgbG0vBGwkS1IBERCVI+Bfj7t275AGoLOSgDJlMxin9ZPqMmB4gMUyePBkUpbBCEQKzSLe3twdN08jPzycPfeUsG6DIiLKP98mTJ4R4MdmsW7duYeDAgfj69Stv+4KCAmIKP3/+fADAq1evRBVvX7x4QXpAbW1tq13wPnr0iGQv27ZtK1hOGhERQUhtYmIiKeutW7cuEhISOHPfvHlDSl5pmkZgYCDp09XV1YWXlxcviMBYENjb22POnDnk/GhpaWH+/Pmc81JRUYFJkyaBohS9Uo6OjhwiO3LkSI6nY0FBAU9NkhkaGhoYMWIEYmJiyDHRNI3t27eL+gZ2794dPj4+yM/PB03TCA0N5YlGsbMPNjY28Pb2JqT33bt3vPI2ZmhqaqJPnz5Yu3YtkpOTcefOHZ4HInsYGhrit99+w6ZNm3Dx4kXcuHFDlEgzw8zMDFu3boW/vz8pqVM1/vjjD+zduxfR0dG4desWLl68iA0bNmD48OGCtkAUpRDNunLlCtLS0vDq1SuEhYVhzpw5gpZDOjo6CA8PR3JyMh4+fMjxpH337h18fX1hZ2fHEasZNmwYcnJy8ObNG07wRCaTISYmBs7OzpzvxNbWFp8/f0Zubi7evn3LIzifP3/Grl27yIK+VatW5PdVUlLCK6ekaRopKSlwdHQkStsMUayqqhL8HVdWViI4OBgdOnTAoEGDOK/JZDLB32lFRQWOHDmCli1bkt8+8/5CdjEymQxbt24V9AAW65GmaRqHDx/mBWXkcvkP9eMz2/wIfpS4iM0vLCxEt27dBK/F9u3bY/HixSq9jqdOncrbrkaNGpg3b57a1QCMrQpFUdi8eTMePXpEsrNz5swh89jnaNOmTeQ3QFGKYCb72lFWJL906RIAEJuWmjVrIioqiuzj48ePRBmXeWZQFAUjIyO0aNECFEURf9znz5+T13/EB/r79++kSoexgGGOSYIECdVDIqISJPyLkZqaCiMjI7Rt2xZnz55VuZC5desWJk6ciN27d6NGjRqwsrLC48ePsX37dpXvwWQI27VrJ1heyBZr8Pb2BgBYW1ujbt26iIiI4M3/9OkTWSgwZV4zZsyAlpYW6Vllek1NTU0Fy5vCw8PJg7+iogIPHjzA4MGDRRUck5KSoKOjg2bNmqlVxvz48WM0adIEGhoapPRLFTIzMwmp+PPPP9Waz5iqGxkZCfZJeXt7Y+XKlQAUvbgDBw4k51k5O1VZWYmpU6cSEvzkyRNMnDiRzF+wYAFnflVVFdzc3EBRFOzs7HD06FGYm5uT+W3atOER+ytXrpD+32nTpmH48OGcvlN2aXVeXh4hxxRFoX79+jwlYeazMYiJieGUOyuPVq1agaZp0DSN+Ph40YU2e9y7dw+AItM9adIklSqaFKXo901LS4OjoyNPlVRotGzZEr6+vvj111+rncuMPn36iJJ6oTFt2jR4enqK9ropjxYtWiA8PBxTpkxRmW1mj5s3b0Iul+Py5cuYPHky77PXrVsXbdq0IUGnpUuXAlAQHj8/P2LbxB5dunSBoaEhtLS00LRpU/I9l5eXw9/fH8bGxmTumDFjsHr1aowdOxbt2rWDlpYWJ5tfVVWF4OBgYr1BUYrS/8WLF2PgwIGoV68e7xqPjY2FqakptLS0UFJSgvz8fJw/fx7Lly+Hubm5YB9gdnY2bGxsoK2tjfLychQWFiIiIgJOTk5o3Lgxbty4wZl/48YNnD59mvO3vLw8+Pj4wMrKCkuWLIEyhHrt37x5gxUrVqBnz56iATU2aJrGhQsXYGFhgb///pvzWmVlJUaOHMkhkCNGjMDu3bsxd+5cbNq0SeW+T506JXiN2NjY4PTp0yoFiuRyOdzd3bFv3z7yW+vcuTMKCgpIptPc3JwT+PDw8MCOHTuQmZnJ81GNj48n8yoqKgR9Vrt06UJaMFxcXIi6+R9//AEA8PPzQ7NmzTiVIEzprra2NiG6zN969OiBkpISZGdnqx1IYNSAAwMDOd+RBAkSqodERCVI+Bfj69evKCwsVGvxIpfLERQUBFdXV7X3z5BGVep/bHNzbW1t3LhxA+/fvxfNPFZWVpL5zZs3x6dPn5Cbm8tTKWR6TevVq4fExETOazRNIzY2lpO1MzMzQ9OmTZGUlCT4vlFRUXj37h2+f/+uVsT76dOnCAkJqXYeg8LCQqxatUowMyOEqqoqbN26lffZ2GBnt2iaxpkzZwQXt8z+lDNP9+7dw2+//SZK0MPCwjB8+HDy/7t378LZ2VnUB/bt27ewsLAgAYM3b96QbKDQwisyMhJNmzZFu3btIJfL8ffff2P9+vXo1asXkpOTefOLi4vh6upKMuoJCQnYtWsX7OzssHDhQs5cuVyO48ePE/LasGFDnD9/HuvWrcOIESPQokUL3qL5yZMncHBw4BDB33//HSNGjEDr1q1JDyugUEleu3YtJ5NYu3ZtzJw5E0OGDIGxsTGGDh1K5j98+BCLFi3iZUUZW55mzZpBV1cXWVlZ+PDhA7y9vQUJbM2aNWFiYoLGjRtDT08PM2bMwOrVq9Ui3hSlKLOePHkyqQJQZ/z1118cYljdGDlyJObMmaM20dXU1ERxcTEOHDggqDIqNI4cl8QE6wAAIABJREFUOQK5XI5Tp06Rhb6q0b9/fwDAy5cvOUSsZs2a6NGjh2AQgimll8vl2L9/P0egy9bWlkfImeBJVVUVPD09oampiTNnzuD79+8ICgrCsGHDOCWgTZs25dybw8LCiF0VTdO4ceMGJk6cyNmGnUlTtmSiaRoXL17kZAaV/S4XLFgAExMTLFy4EHFxcSgtLcWlS5fI96urqysajMvNzRXM6quy2GL/Hl1cXDjbtWrVCnp6ekRYrX79+kT9G1Bk3pksaefOnUFR/5TQzp07l7P/Bw8e8I5LX18f165dI/+PjY0l3/OdO3cAKIi1strvihUrQFGKSgJGC4AhsK6urqQ/1tTUVOVnLisrg7e3N1Hr1dHREawCkiBBgjgkIipBwk8Ed3d36OvrC0blhcD0v/zyyy+iYihDhw7lLA6aNWtWrbcce5FsY2MjSKTZkXltbW0cOXJE5T6Zsi5NTU1s3rxZNJpN0zSGDh2KXbt2VWs/QNM0Tpw4ofb5+jdCzFJGDDKZTFCFWAzfvn2Ds7OzoK2EGNLS0tCnTx/ExMSodTy7d+9G/fr18fLlS7X2/+LFCzg6OkJLS4tk8QHhLEZJSQkOHTpEMirsDL3QfJlMhvDwcAwbNowsipnSUCajy8bTp0+xZs0a4mtbq1YtzvXGnp+Tk4NDhw5hzJgxHBEaGxsblJWVQSaTkZLTqqoq3L59Gx4eHrwsrKWlJQlipaam4tChQ3BxcSE9rcoL/ho1aiAqKgr37t1DWloavL294ejoiC5dugjOZ8htYmIiUlNTsWnTJk5ppPKoVasWpkyZAk9PT5w5cwaPHz9GREQEsTcRGvXr14ejoyO8vb2RlJSEt2/fws3NTWUmu1GjRpg4cSL279+P9PR0yOVyvHjxAv3791e5jaOjIyIiIlBYWIi3b99iwIAB5PU+ffrwMnWmpqZYt24dCa7RNA0PDw9yXo4fP84LQvTs2RPBwcEkW/jo0SNMmjSJbH/p0iX07duXzNfS0oKzszOnhLioqIjTp56Xl0dIEkUpgnr+/v6C90aapknJPrt6wdLSUrBXnn29y+VyODs7cz5P3759Ob3VGhoaiIuLI9tVVVXxnh3s86dMwo8cOcKZw1z/DMHu168f6Qe1sLAg2zE2YRSlUFB3c3NDmzZtQFEU/P390bVrVyQnJ5OgyqVLl4htGTvQJASapqGnp0fuDdra2nj79i0iIyM5QngSJEgQh0REJUj4iWBvbw+Kqt62hcHevXvJQ3zz5s2Cc6ZMmcJbSAwaNEhlL6aJiQln/urVq3lz2L2mzFi2bJlo9jczM5Mz187OTpQ8X7hwARSlECSKjo5WWUZ1/vx56OvrY8WKFT9M2iT8gx8tVZPL5T8kjlJQUPDD9jCZmZmkR0yd44mNjeWUC1aHt2/fwtPTs9pySGb/ycnJmD17No4dO1bt/LKyMsTHx2PBggVo27ZttWqmX79+xalTp+Ds7IxmzZrhypUrgvNKSkpw48YNeHt74/fffycLfU9PT8H5paWluH37Nnx8fODk5ISuXbtCS0sLrVq1QnFxMZKSkrB161a4uLhg6NChMDY25vlgamhokOOhaRonT57EpEmT0LdvXxgZGQn6Zurq6hKxrLCwMDRv3lyUTA4fPhxPnjzhXINVVVXw8vISLPekKIUQzu3btzmkLTIyUjTT3KxZMyxduhR3797lvE9ZWZlgzyUTNJswYQKSk5M529y7dw8NGjSAlZUVEhMTic0Vs42joyNevXrF+R7YQmxyuRz+/v6cY3VwcEBeXp7o9XHy5ElMmzaN9AVTFIWFCxdWG6xbvHgxea4wo3PnzqTUVZlgLlq0COXl5VizZo3o92Vtbc0jcmyxMg0NDaxatYqzTZs2bcjzgl3Jwqjm1q5dm5dZX7duHfT19TlBGm9vbzJPrPqEDaEAy++//17tdhIkSFBAIqISJPxEYHq5mjRpolYJ6V9//cVZaAkJfDBy/MxwcnLChg0beL1LbCiLTlAUJaiCye6LZMaYMWOI/YsyGNN0ZrRo0UIwe0fTNOcYbGxskJaWJnq8v/32G1n8uri4qMy85efnIzw8XO2I+H9ztlXC/wz/E9Easd+E2Hx17WQAhfr01atX1T6u0tJSpKSkcMow2aiqqsKbN2+QlJSEwMBArF27Fq6urqJBJrlcjg8fPuDevXs4e/YsfHx84ObmBnd3d6xbtw49e/aEqakpDA0NiRAYe2hra3OI9+PHj9G7d29RIsSQHUbZtbS0FLNnzxadGxISInjseXl5nCwmMwwMDLB8+XJkZ2fztklOTiZWSGyCpKmpiWnTpvGUuQEgNDQUW7ZsAaAoP2dneI2NjXkCaoCiRYJNXqOjo4lvZ61ataq1NAIU1RTKwcKWLVvi3bt3pAdeOTj48eNHREdHi57L5s2b48uXL7z3YreAzJ8/H+7u7oLbN27cmJDnb9++kUDD7NmzBcvbhQILDLkMCAio9hwoC47p6emJXvcSJEjgQyKiEiT8JKBpmlPOp47ZtjJhZPzc2Fi3bh06d+5MPC3ZcvtiYPdwUZSi/K1Ro0a83qWdO3dy5tWtWxdDhw4VVQgWisJra2vDy8uLt4hOSEjgzNPU1MSsWbMEswZv3rzhnDtNTU1MmjQJqampgsfh4eEBfX19ODs7IykpSaXoxZkzZ/Drr7/Cw8MDqampksiFBAn/l5DL5SgsLMT79+/x/Plz3Lt3j/Tu0TSNa9euISEhAQkJCbh48SJnxMfHk3H58mWkp6cLqhuzR9u2bXnk49GjR6TcWnl06NBBMJiVkJDAUTZnCLGDgwOePXsm+FkZIba//voLa9euJYqz2tracHd3Fw2IrVu3DhEREaiqquKQOjMzMzx58qTac1xZWYmOHTvySN2TJ0/w9OlTzt91dXWxZ88eUgrNEG0he5lffvkF5ubmnPNTVlZGCK+BgQHy8/Ph6OjII4AUpchyMti3bx8oSiEIV1FRwcuIdunShfSmMsPU1JSQV6bPVBWUy7rVtS2SIEGCAhIRlSDhJ8G7d+84D0xjY2OVIkdyuZyXXejduzdvXnR0NN6/f48rV66QRYeQXQMb06dPh46ODonABwQEQC6X82wklBc0derUUdmvlJeXx4vQz5s3D6GhoTwPUZqmOSVv7PfYuXMn71iUjcuZYWtri8TERF7ZHzuba2RkBHd3d9HFpKenJycjMGvWLMTExAguIuVyuUqfVSGoI2YlQYIELt6/f4/ly5fD1dUVnp6e2LVrFw4dOoSQkBBERUXh0qVLuHXrFvEJZhAfH0/IljKpbNGiBfr27Yv58+dzqlKioqIE+1v19PTg5+cnGKB69OgRDAwMeNtYWVnxPIfZSE5OhqamJlxcXGBjY0O2mzJlilqZ9YqKClIlwh6jR4/G9evXSa8mRSn8m5lqk+LiYuLf2blzZ8GyaCMjI16ALzExkWSHd+zYAYCrTcCca21tbVLOT9M0CSBs3LgRADiqy7q6ukhPT+eohVMUhaCgIPJvdc4F+zw0btxYUAFdggQJ4pCIqAQJPwmUjbcpilJpTZKdnS1IvNg2HWzI5XIiAlGdp+ny5ctx8uRJ0udjZWUlOI+maRgbG2PZsmWkd2nUqFEqs4aMQiMjFDNlyhTR+ULnxMbGBkePHuWVzJaXl/MyAJqampg6dapg2eL79++J3Ql7WFhYwMfHh9O/StO0YK9tzZo1MWbMGBw5cgQfPnwg88+cOYNatWqhV69ecHFxwaFDh3Dv3j1RchoYGIiePXti2rRp2LFjB+Li4vDu3Tsp+ypBwv8yEhISYGdnhxkzZsDT0xPHjh1DUlISsrKyRL1LQ0JCBEWfNDU10b59e9jb2xMrIgbv37/nKRD/8ssvOHz4sMoKjPz8fJ5Nkra2Nvbt26fW/aC8vBzjxo0TfDZQlKL8lrnvzZ07lwTTaJomvbIGBgaCNjGDBg0SVDRnFNSbNWtG9sfci7W1tUlAkd2befPmTVCUQtSJIafsPmIvLy8A3Iymg4MD8SRt06ZNtecCAJycnMj2hw4dUmsbCRIk/AOJiEqQ8JPAz8+P9+Dv0aOH6OLj3LlzqFmzJokYDxgwAOvXr8eaNWtE34PJ7PXo0UPlsTAkjG0irmzfwmDHjh0oKirCrVu3CLkMDQ0V3ffx48fRpEkTREZGkn2r6vVhPOiY0bt3bxQWFgrOZVsFMMPd3V30HMbFxQku1mrXrg0PDw9OprK0tJQXnWcv0JR7WCMjI3kiLjo6OujZsyf++usv+Pn5ISMjg8wPDg7mLXbr1auHAQMGYO7cuTh48CBu374Nmqbx6tUr7N+/H6GhoYiLi8OdO3fw6tUrfPv2TXSR++zZM2RnZ+Pbt29SBlaCBDXh5+cHDQ0NNG7cGEOGDMGSJUtw9OhR3Lt3T7SstrCwkNMzyR5jxowR7D0FxANeZ86cUetYZTIZacFQHi1btkRkZCSio6PRoEEDREdHc7Zlt01ER0dj3bp1nO2XLFkiKHD36dMnUplz+PBh8ncmE7xx40aSLWULdk2fPh0URWHs2LHkbwxBHjhwILmPDRkyBBSlaPv4+PEjUV8fM2aMWueEyf527txZpUCfBAkShCERUQkSfhIsW7YMmpqapNdx1KhR6N69u6CQBaDIFmZmZhLZ/L59+1b7Hm/evCFkUV0/NSYivWLFCsHX2SRv8eLFoCiFV6KYAmRhYSH8/f0BKDKvTGZRrO/p6tWroChFWRlzbgYOHCi6CGRUGNm9Rc7OzqLZDsazjj2YaLwycnNzeeqftWvXxoULFwTnR0dHk54w5dGzZ08euY+MjBS1t2jatClH0CU4OJjTF8sMDQ0N1K9fHyYmJujfvz8RT0lNTeV4UdaqVQvNmjWDmZkZevfuDVtbW9jb22P16tWorKxETk4Onj59igcPHiAlJQXXrl3DxYsXce7cOZw+fRrHjx+Hv78/Dh48WK3wU2VlJb58+YLMzEzcv39fpVAWG3K5HB8/fhQNgoiBpmm1/WKZ+T9SSi3h50BhYSEuX75crd0VGxUVFaTqgz10dXUxePBgbN++XbQsl112qrytp6enYEBtz5495Hpn7F3Ynqza2tpYuXIlsVs5cOAAyUCGhYUBAG7cuEGCZu7u7gCAXr16gaIUWVxGFEoIzD2/Xbt2hOgVFxeDohQCRCtXrgRFKVSOmeNnixSxLWP09fVhYGDAUddm9AoYzQSGqAspuQthy5YtoCgKFy9eVGu+BAkSuJCIqAQJPwmWLl2K27dvkwfv9u3bAaBaf8eLFy+CohS9i+rA1tYWFEVhwYIFvNeU+y4B4OjRo6AohZKvGJljUFxcTPp8GI89VSgvLydZxq5du4qSBxsbGzx79gyXL18mohfDhw8XJA95eXmoV68eXrx4ga1bt5IF2YgRI3jed4Bi4SikEjx9+nTB+ampqTzBEoqi4OjoKKh0ev78eUFyKeaTevHiRcH9z5kzh1eOnJGRQTzylIeenh7PyuT79++YPHmy4HzmGmJIX3p6uqCiqPLw8fEBoCCbXl5esLW1Re/evdGhQwcYGhoKkuWIiAjQNI38/Hykp6cjNjYWfn5+WL16NaZNm4aBAwfC2NiYnDchES5AQSDfvn2LuLg4eHl5wcnJCRYWFmjRooVorzJN03j9+jUiIyPh7u6O4cOHo23btqJZKjY+f/6MsLAwODs7Y+/evdXOLy0tRXx8PBYtWkT64KoDTdO4efMmdu3apdZ8AHj16hU2bdok+PsVew91gwEM3r59+0NKvj9jWTlN05g5cya5zs3MzLBo0SJcuHBB8F7CxqtXr3g9/9ra2hg/fjxiYmIEs3mZmZnQ0dFBcnIyIb9aWlrEZ9Ta2hqPHz/mHSOgUCauUaMG0tPTiQqtra0tqqqqIJfLMWbMGMF+UDZev35NfqPh4eHk76mpqWjUqBG+ffuG+vXrg6IojuURYzvWqlUrTnWGnp4ex9oFAMaPHw9LS0uSIWUCjGL3BGX4+flh+PDhas2VIEECHxIRlSDhvwCVlZUqy1UBkActE2GeMWOGyvmMT92zZ89IFLw6onjhwgWcPHkSFKUo+1QmfhEREbh06RLnb8XFxWSBdPbsWZX7B7h9nVFRUdXOf/XqFTErnzdvnuAcdoT83LlzJHo/YcIEwQVabGwsWXAFBQWR+RYWFoI9TtnZ2ahbty4mTZpEzj+zkGSXzzI4c+YMKIrCypUrSYkZRSlsBYRsbmJjYwmBZo82bdogJCSEV05748YNQTEVAwMDeHh4cAhpYWEhJk2aJEgSu3Xrhj179vD6XQ8dOiR4PIaGhli5ciXJ2Mjlchw+fFjUm7Fhw4bw8fHB8+fPQdM05HI5goKC0LRpU1HiamlpiQcPHkAmkyEgIEBUuZQZjEIn41vq7e2NmTNnwtLSUvAcURSF3bt3g6Zp0DSNzMxMhIeHY9WqVRg6dCgaNGjAmy/mwSuTyZCYmIhVq1ahZ8+eJNNkYGAgKPhF0zRevHiBvXv3Yvjw4SSgoK2tzfOVVMbbt2+xefNmmJqagqKoaoluYWEhAgICSMXCtGnTVM4HFKJY4eHh6N69O1xcXKqdDyh+Gy4uLmoFogDFNRMQEIDAwEC19g8oMmRiVQhCKC4uVtln+f8Lvr6+mDRpEgICAvD27Vu1t6uoqODY1XTq1Am7d+9W6SsK/JMdZO7P2traWLp0KZo0aYKQkBCVwYClS5eCohSVEQwpZGxZKisrYW9vL3ivZIOpPunVqxfn+2B8oC0sLMh9gnnWsEWK2P69TFmy8jFPnz4dDx48AKAIXDL38vT0dJXHxiAyMpJHxiVIkKA+JCIqQcK/HDKZDKNGjcLWrVvVmn/gwAFQlKLnUxVWr16NW7duobS0lCxgsrKyVG5jbW2N1NRUQixOnz7Nef3hw4eoVasWUlJSOH9novzsfh4GsbGxPELr4uJCiFZlZSUhBWIIDQ0ln0FVBJ7ByZMnSd+ROpmjuLg4suAaPHiw4JyIiAjs3LkTAHD27FmiGFy7dm0OkWOwadMmUtoWExPDKdllZwcYxMfHQ09PD4aGhti8eTOHRDk7O/Pm379/n/RMrV27liN80rhxY06mnKZp7N+/X7QMWEdHB9euXePsPy0tDe3atRMlgIsXLyZz8/LyiCCJ2OjUqRP5jgsLC+Hm5iZaZsyQuZSUFJSXl+PQoUNo2bKlyv3XrFkTmzZtwq1bt2Bvb8/xcBQa+vr6sLS0hKenJ1q0aKFyLkUplD3btWuHM2fOYPfu3Rg+fLhgNpdZvHfu3Bk9e/bEzp07cf78ecybN4+j+skeenp66NatG3799VeMHj2anNeSkhKEhIRgyJAhnHJKilIIu0yaNAlDhw4l5dVyuRyJiYmYPn0679js7Owwbdo0jBo1Cr6+vpzvuqKiAoGBgZzve926dTh48CAWLVqE2bNn866/ly9fwsnJiSz8Bw8ejIiICHh6emLKlCmC9ia3b98mFQ7Xr19HYWEh4uPjsXr1avJbUcaZM2fQtGlTTJ06FYCi/D0wMFDUZuP+/fvo06cP59q/f/8+XF1dkZubK7hNTEwM73ycPHmSUxbKhtC96uXLlyT7LwY2GZPL5Th27JhoPzsb7u7uqFOnDqZMmYLg4GC1ssl///037zoLDQ2Fv7+/Su/jZ8+eoaSkhCfU5ubmhuzsbFLmyy6zFfoMGRkZ5JpVbh+Jiori7NvExAQDBw7EunXrcOPGDVAUV6SIOV9CwZ20tDQ8evQIS5cuxf379wnhZqpJqjtXYiX3/4mBDAkS/hMhEVEJEv4LkJiYKGh0LoRXr14hLCyMJ36jjAULFqBnz56oqqpCSEgIrly5Um0Zb/v27TFy5Ej4+/vj/PnzvGxiWVkZNDU1Ub9+fU4f04MHD+Dt7S0YIT969CjGjBnDyZYUFBRg0qRJeP78Ofnb+vXrVUbYFyxYoHa5FQAEBARg/Pjxapcj3r17F+3bt1dpm8CW9n/9+jV69+4tmi1jSksZFBQUYMaMGejSpYvo4ichIQFdu3YFAHz58gUrVqzAL7/8ghs3bgjOf/LkCZo3b46srCxC2IyMjASJA6AgAgyhu3//PjZu3AhjY2MYGBgI9nEWFRXhjz/+AEVR+PXXX+Hv70/EoZSDFIDiOmaTmT///JOIsowaNYo3PzMzE2PHjiXzNTQ0YGFhQcgNe+Epk8lw4MABXg9uixYtyIJ33759ZH52djaWLl0qmhVlPhOgyPBER0fDzs6OR/iUx8WLF7F161bSI1fdcHJywvLly0VJqPIwMjJCcnIyZsyYQSoBqhuhoaFYv359tdljZsycOROAojR4//79PPVWIaLMlEg+e/YM06ZNq5bos4MtHz58INkxZnTp0oUjvqV8fbx//56j7tqzZ0+OwI+GhgYnACSXy7Fr1y4i+PXkyROsW7eOcz0qZ5FpmsbmzZvRuHFjAIrS6s2bN5NrTEgMLiUlBUePHiX/f/LkCRwcHMj5UCcTx5BliqKwbNkylXO/fv2K0NBQHDlyBLVr10br1q15VlbKoGma549JURRq1KiBuXPnit5/njx5AgMDA/z666+C36mNjQ2vH3b+/PkwMjLi9KcD/9iiDB48mHMOX79+LdhaUL9+fbRv357cD8aNG8d5j2HDhonqIRQWFoKiKFLNUK9ePTRp0gQdO3asllDm5OSgsrISBw4cgI2NDc6dO4epU6dWe44lSJCggEREJUiQIAhnZ2dQFMXLfqgC8yBXXlSwwSzsmjVrplbf3L1790BRFKZOnapSjXXfvn1o1qwZkpKS1DrWu3fvVqvu+qN9aD+qFltRUfHDkfPqesGUhXeYcjgxZGVlceaUl5erzHh8/vwZw4YNIwtmRmVXDDRNIzAwkBBkQLGYFOvXlclk8PT0hJ6eHim9/vTpk8pAy6VLl0g5XlZWFoqLizkKmmyUlZVh3759pLz33LlzKCoqQkpKCieDwqCwsBB79uwh1kQ6Ojp49uwZUlJSBAl+ZmYmVq5cyckIXblyBSkpKYiKiuIQ9qysLOzcuZOUGDKjQ4cOiIiIQFhYGB4+fEjOY1paGjw8PNCtWzfeIvzkyZM4ceIEjh07hsDAQMyYMQMdOnQQJXpjx47Fhg0bsGvXLnh7e2PWrFno0qWLKJG2sLCAu7s7vLy8EB0dja1bt6Jx48ai+9fX10e/fv0wY8YM7Ny5E6mpqZgyZYpKom5iYoLffvsNq1evRlpaGsrLy+Hl5aWSUNevXx9jx44l1hk0TePw4cOC/prMaNeuHRYtWkS+79zcXNLbTlEUT11aU1MTQ4YMwfnz5znXKZPFb9iwIZydnTnl6Pr6+li0aBHnOk9ISECtWrWwe/dupKWlwd7ennM+LC0tOTYtNE1zWhkKCgqwcOFCQlp1dXXh4eEh+rtgrl8mGERRFLp3717tfTckJETw+/Tw8BD1yfz48SMJZCj3ourq6mLXrl28ex0jFEdRXCuxW7dukb/fuXOHs82sWbN4x2ZgYMBrH5gzZw68vb2RmppKKhaEKkkYML2m7MG+Z4nh8uXLaNSoEbHE0dTUhKGhYbXbSZAgQQGJiEqQ8BNCHYLFiM7Uq1dPsHRUGVVVVWRR1aNHD1GCxc5gmZiYcPwxhVBaWkoWXn/99ZfosX/69Ana2trQ1NTE+vXrqyWF0dHR6NOnj8oMJoOsrCzRsryfEXK5XK2SQDaESi1V4cWLF6KljUJgshKxsbFqzS8tLcXu3buxfv16teZXVVUhMjIS/fv3V6s/USaTITQ0FP369RMtA2Xj9evX2L17N/r27QsNDQ3B3mE2MjMz4eXlBSsrK2hoaPDKQxl8+fIF58+fh5ubGwYMGEDURIcNGyb4WyooKMDFixexfv16DBkyhJAKIyMjlJSUoKqqCsHBwVi4cCFGjBiB9u3bC5Zst27dmpCWe/fuwcHBAZaWlir7e9nfXVxcnKhQFkVRaNu2LdLT0zn3mZcvX2LgwIGi26xYsYJ3HZ4/f17Q75eiKPTr1w8+Pj68LN6nT59gZWUlSqb37dvHI2zh4eHkPCmXiQ8cOBBXrlzhfR87duzAgAEDQNM0QkNDOedu6NChnIoQBgEBAaT38969ezAxMSHbLFq0qNoKjxcvXnBK3nV0dLBkyRKV1SalpaWkB7VRo0Ycct2xY0cSTGGjpKSEqGxPmDABubm5kMlkoGkaAwYMAEVRGD9+PGebN2/e8K41LS0tJCQkcJ4rzOjfvz8ePnwIilJkwIVKcxkI2eGwe0zFQNM0unfvztlOrD1DggQJfEhEVIKEnxCqIsMMRo0aRR6sTCmeKnz69InzMBaT5Hd3d+fM69atm8oMHADOgnTp0qWiZHTMmDFk3oABA/Du3TvRfcrlcpiamkJHRwdr165Vacchk8nQuXNnLFmyRC2rhaysLNHMgYT/LPxPerlULWiF8KNBjJycHLXFUgBF6apYBlgZ5eXluHPnDnbv3q2W4E1VVRUePnwIX19f3Lx5U3TO69evcfnyZRw6dAgrVqzA+PHjsWPHDsH5paWlePr0KeLi4uDr64sVK1bA3t4eI0aMQH5+Po4fPw5bW1tYWlqiU6dOMDIyQt26dXnlvJ6engAUQYht27YRki022rdvTwhVaWkp5s+fLzrXwsICRUVFvGN/9OiRYAmzvr4+zp07J3g9MV6hytvY2toiOTlZ8BwFBweDohRK04MGDSLbNGvWDOHh4YL3wLS0NPzyyy+4cuUKKTOmKEXGlp3NFcPdu3c52efRo0dXe43I5XJMmDABFKXos/7rr7/I9gsWLBC1XmJbcX38+BFHjx7F8uXLifeypqYmz3Jrzpw5oChuxnX//v0AAEtLS865bd68OT5+/Ahvb2/yfaqCEJEVa2lQhnIGWUwUT4IECXxIRFSChJ8M+fn5aN26dbULcOXMgrLAkDKePHnCmW9kZCRI7k6cOMF74FtZWansP504cSJnvlg5WkREBGdegwYNRDNFgEIOKKVQAAAgAElEQVSFkr1IvX79uujcyMhIUJSiT2r58uUqFSfz8/NhZmaG2bNnV9uLC/x4Sa8ECT8jaJpGSUkJPnz4gBcvXiA1NRVyuRxfvnzB3bt3kZKSgps3byI5ORlXr17FlStXkJCQgLi4OMTExCA6OhqPHj1CRkYGxweYPWrWrElKLV1cXDi/zbi4OJVlwr/99huHvDI9pEJzBwwYIHrPi4uLI33O7Mzf0qVLRSsRvn//ThSR2ZnTQYMGCZacA+CIz8XGxhKBqlq1avGsmcTg6upKMo6RkZFo0aIFmjRporKaITk5mRBzpm9/3rx5oCiKlNEqC6zl5OSQTC3Tgzt79mxCyNkexrq6uuR5xdjOrF37f9h776gosu39+xBECSqDERVzBHMGMQfGnDGPOYwZETBiFgyIIqNjRFBRMYyiJBWzYBYDgoqCKDoiCBJsQnc9vz/6rZqqrtDFfO/c995rfdY6686d2acS3dVnn733s1dK3seCBQs4z7t06dKy9QGKioo4gmX6RKcUFBT+QnFEFRR+MM6fPw9CiOhOPA2tTkmPNm3aSDpMN27c4C226F6lbOhUKfYCy8rKSrIGdM2aNbxjC6nZFhQUCLYCcXFxERTYyM/P59UGzZw5U1BogqIoTmTCzMwM7u7uomnLdP9VQggcHBxw5MgR0YVNZmYmhg0bhtWrV+PJkyd6U6ezs7Nx5syZEkfmFBR+dCiKwv379/Hw4UMkJCQgNTUVGRkZ+P79u+j3jqIo+Pn5MRFZQ0ND2NjYoFOnThgzZgw8PDzg7++P0NBQptRAo9HAxcVF1Gk1NDTE0KFDeRHDe/fuMQrc7BEYGCh5T7r9e42MjLBhwwbRd2pycjJat24NANi3bx9TF2trayuZhvvu3TsmJXjPnj3M+bZv347w8HAMGjRIcn5+fj7jMA8ZMoR55rq9lseOHYvly5fjzZs3AMBEr5s1awYzMzP06NGDI2DHjpLu378fgLYenBY20vd7t23bNs75u3fvLmmvy5YtW5i5UhoJCgoKXBRHVEHhB8PV1RWEaMUcpLC1teUthn7//XdRe91oJCFaEQldsRxaOZfeEbewsNArqKMr10+PvXv38mzp9C32gqxp06bYvn274LF1U4UJ0fa7PHPmDM82Li6Olx5oYWGBpUuXCt6D7rVUrFgR7u7uzOKKzbNnz5gFaN26deHq6opbt26JLiR37NgBAwMDtG3bFkuXLkV0dLRkerGCgsLfIyUlBUePHsXNmzfx7t07wd7CbIqKipj+v0ZGRmjcuDGGDRuGFStWIDg4GHFxcYIpq69evRKtVzUyMoKvr6/g+eiWXOxRtmxZbNy4UTC9mKIo9O/fH4QQJhJJiDYVV58y+uLFi7FgwQJERUUxzuvcuXOZHrf6NtHo35+ffvqJcdqLi4sFlXCXLl0KiqKQlpbGCEEdOnQI9evX52zC5efnczYSaS5dugRCtK2T9PWopVOK6Xew3NpxmuzsbCZarugJKCjIR3FEFRR+MOi2ERUqVJD8caZVAAnRpl3NmzcP/fv3F619pHfHabXKoUOHYsmSJYI7+Q0bNsTRo0eZlhQrVqyQvOakpCTOAqVatWq4ffs27t69y1v4xMbGcmwrVKiA9+/fix7748ePvH6U5cuXx6BBgwTTaukeprqjXbt2vJrU3NxcwbYbBgYG6Nu3L6+uj07/ZY8qVapg+vTpCA8P50VUFy9ezLEtU6YMevfujc2bN+PRo0ec9OvAwEB07twZ06dPh6+vLyIjI/Hu3TvRheO9e/cwffp0eHl54eTJk4iLixNc1CooKHC5d+8eTp48ifj4eNFWJ7p8+vSJUWamh5WVFYYPH45du3bh5cuXgt/V+/fvC/bTNTMzw5gxYwTrek+dOsWznzVrll4HOycnB+XKlUPZsmUZp6t///5659Hcvn2b2YBkawg8ffqUdz3u7u7M/c6fPx+EEDRt2hRv377lKYO/ffsWhGhVh9nvSDc3Nybyqo/WrVuDEMI4xNHR0UhKStIrpsfG1dUV5cuXL7HauoLCj4ziiCoo/EBkZWVxInpSCqN16tTB6dOnGcELdlsBIXx8fBAQEMCk0fbv31/Ulq4fOnDgALNj/fXrV1F7jUYDc3NzTJo0iVl00a09dKEoCg0bNkSzZs2YFLBOnTpJOt2TJk3iLIJ69eolav/582deb8lJkyaJLj5u3LjBEyqxtrZGQECAYKruqlWrBB1dQgh++eUXzhyNRoMxY8aI2rdt25YjrnTo0CFeawpzc3O0adMGEyZMwMaNG3HhwgXmXk6dOsVpSUGItv6sc+fOmDx5MjZu3IiQkBB8+/YNeXl5OH78OP744w9ERUXh1q1bePToERITE5n0R5VKxRyboiikpKTgw4cP+Pz5M75+/YqcnBym2b2ymFP4Ufj27RtatmwJc3Nz9O3bF1u2bOFtJAnx9etXjnCSsbEx+vfvj6NHj4puGn379g3VqlXjvY+uXLmi9zu3fft2zrxatWrJ6kkKaMWhaNG5AQMGcM4VEBDAOa6rqyvTEurjx4+MCBW7xQub2NhYVK1alVcL27x5cxAirwUZu30PHbGtXr263nZZbN69e4fOnTvLtldQUPgXOqKEkIOEkHRCyHPWv1tNCEkjhMT9f6OfnJMpjqiCgjw0Gk2JFuyhoaGcH9tx48aJ2tK7zo6OjiCEYOvWrZLHph2kyMhIEKJNQ9V3bUVFRUzkVV8/PFdXVxQVFWH27NkgRKu2K7ZQW79+Pf744w88fvyYcaQ8PDxEj/3kyRMmqkk73lOmTBG9froeiO3Ue3p6itrrRi4NDQ2xdetWQXuNRiOo4LhgwQLBYxcUFKBHjx48+w4dOgguokJDQ0XVRatVq8arpbp165Zgjz36PjZv3szcx82bN1GzZk1Rx5gQbYohHQ0JDw+HtbW1qK2xsTFMTU0xY8YMaDQafPr0CXfu3EFUVBROnjyJ/fv3w8fHB56enliwYAEmTZqEoUOHwsnJSbC3aX5+Pl6/fo1r164hODgYW7ZsgYuLC5ydnfXWkOXm5uLx48c4ceIE1q1bh40bN8r67n38+BGnT5/Gjh07ZNlrNBo8efIE/v7+ePfunV57es7NmzdLFL1JSkrC48ePZdtrNBpZitFs9KXc6/Kjbj5cv34dN2/elB09BbTPilYJd3R0xK5du2S12aKji7qjZs2akhuTarVaUC24fPnyogrpGo2GSXGlRY0sLS15DiNbvdjFxQUURWHKlCkIDg5m6mxtbW1F3/fh4eE8hduPHz8yxxQqhdBl9OjRvHs7duyY3nm6sPu+Kigo6Odf6Yh2IYS0FnBEF8s5AXsojqiCgjzoH3q5C7hFixbxomH6dnxXrFihN8LJ5uvXryVaANApvZaWlpK76/QihK2eePr0aUHbzMxM5pn8/vvvzPVIKej26tULt2/fxuHDhxn7jRs3CtoWFhaifv36mDdvHkeQhF5E6aJSqdCkSRPG2aXtx48fL1grlpOTAzs7O97CaMyYMYICRdnZ2czuP3v07NlTsNfgjRs3mBRq9hgxYoTg3ywhIUFwEdqkSRPcuHGDc89ZWVm85vLs4enpyTl2ZmamZFTX3t6eiU5/+/YNbm5ugn0r2WP37t0AtC2Fpk2bBjs7O1haWorajxkzBhRFgaIoJCYmIjQ0FFu3bsWMGTPQrVs3XgTJ2NgYDx8+5D2ngoICxMbGwtfXF87Ozhyn/Pjx4zx7QPtZiomJwaZNmzBgwADmOrt37y75vdZoNLh16xbmz5+PatWqoV69enrVl5OTk7F582a0adMGBgYGvBRHIfLz87Fr1y40aNAA165d02uv0Whw/vx5dOnSBXv27NFrD2g3pHbu3MkoqMrhypUruH79umz77Oxs2Y79fwORkZHw9vZGSkqK7Dn379/n1bi3aNECR48e1VtDKZTOW6NGDYSGhkqez8DAALt372bOe+jQIZ4d3XplwYIFzGe+Q4cOMDc3Z1JlpZxC9rXTQkmBgYEghKBevXqS90Uzc+ZMzr3R/VsVFBT+Wf5ljqj2WKS24ogqKPx76dGjB+cHXIrWrVszC90KFSqgXLlyend9o6OjQYhW/EKsFohOp6Rp2LAhCCGyFpYFBQWM9L2cBuIAV0FRX/oaRVGMo2NlZSXaFy8hIYF5hqtXr9a7K3727FlcvnwZFEXB09OTsZ8xY4ZoLZeFhQVUKhXn+G3bthWMZCQlJeGnn35ChQoVmCgwIdrUWKHoXVpaGmxsbECIttk9nYJrYmIi2M8xLi6O0+aBHkZGRvjll194wkefPn1i6qh0R8eOHfHo0SPOMw8ICBBU/yRE29NP97meOHFCNPJau3ZtLFq0iHG0Xr16hYEDB4o6lra2tpg5cyaSkpJQUFAAPz8/VKlSRdS+SZMmmDRpEi5cuIBHjx5h9OjRvAU7e1hZWWHSpEnYunUrbt26BRcXF3Ts2FGwVo8QbSsIV1dXeHl54fXr17h8+TI8PT3RvXt3QZEWQrQ11hs2bMDVq1eZZ6TRaHD79m0sWLCAaWHB3kQICAjgPdfU1FT4+PigQ4cOHPtGjRrh8OHD2Lt3r2Arok+fPmHFihWoUKECCCGoXLkyXrx4gfDwcMTFxfHsVSoV9u/fz2y4GBkZ4dmzZ7h165boBhBFUQgLC0Pjxo1BCMGTJ0+Qk5ODy5cvi26Qffz4EWPHjgUhBM+ePWM2D4Q2XGiuXbuGmjVrMhFglUrF+bzqkpubi2XLlnH+XWJioqSjf+XKFc7/z8vLK1GEGoBkSygh9PVfZlNcXMz5/vbs2RNRUVF6fzfo96uDgwPn8zNnzhxBvQD28djvRUII+vbtyzsfLVRECx7Rx2Cr4BKibY3zyy+/6E0Fnj17Ng4cOIBx48aBEILZs2fLej7srBVDQ0PBz7gQf6cPsYKCwl/8OxzRFELIU6JN3f1JznEUR1RBQT5btmzBihUr9KodFhQUYMeOHXjx4gWGDx+OjRs3IicnB3fv3pWc9/nzZ7Rp0wbz588XXQR8/vyZk1rr7u6OUaNGcRbRukRGRjLRQH9/fzRt2hTnzp3j2CQmJuL58+e8uWlpaahcuTJWrlwpSyk2JycHDRs2RP/+/WWlC1IUhQkTJqBq1aqitbEURXEWpnS6Lt1gXQj2gvzMmTMwNzdHjx49RB38S5cuoVOnTgC07WBq1KgBc3NzwbRTAIiPj4elpSXi4uLw+PFjxvkQUwx+8+YNRzCKjtY6OjoKLlBzcnLg5OQEQgicnJzg7OwMQ0NDGBoaCkZSX716hbZt23IcOPqft2zZwrP/+PEj+vXrx9iYmJgwDmGrVq149pGRkYzjIzRevXrF2Obl5cHb21uwvQ891qxZw3k2s2fPFk1jJoSgcePGKC4uRlhYGIYPH643UkuIth/viRMnMGDAAF6vSKHh5uaGmJgYLFy4kNOrUGzUqlULaWlp2LFjB895EBvstMbnz59jypQpok41IQTz5s1j7L9+/YoNGzZIOvoVKlTg/e2ePXvGq8tr3rw58/fWTXEsLi7Gjh07OPXZY8eOZRxy3b6TgPad5+bmxtRoBwUFYcyYMbCwsIClpaVgKuzbt2/RvHlzJhIfEhLCtG0Si/799ttvsLGxAaCNyHl6ejItqYR4//49x4lMTk7G8OHDUbFiRdFaeXZtOEVRCA4OhpWVFU6dOiVor4u3tzcIIbCxscH9+/dlzbl+/TqaN2/OUS1v0qQJLw2WpqioCH379mU2Q1q2bMnb/BgxYgQnm8DPzw8tWrTgPI+UlBTBzZzo6GgUFxdj3rx5iImJEXxH0SrA9OfXzc0No0ePxqpVqyR1CNauXcuca/LkyTh48KBkBg3N4cOH8ccff+DQoUOIjIyULdykoKCg5Z92RKsQQowIIYaEkA2EkIMSc2cQQh4QQh7UrFnz33X/Cgr/9fzTO7KHDx/WW0uWl5cHQ0NDvXV2bHbu3MnUPRYXFwvex/fv32FtbS3oLIvVU4k9jz///JPz3/RFAgoLC3kquPqQirII8ezZM711XfHx8cw/Z2Vl6e1Rd/PmTSY9TaPRIDg4WHJx9OnTJ7Ro0QLXrl0DRVG4ePEiYmNjRe2LioowefJkTJs2DYA2ckv37ROisLAQS5YsgYGBAZYsWYKkpCRs2LBBNDJNURT27dsHCwsL1KlTB1++fMHBgwdFhUqKioqwY8cOJtI/atQoBAQEYN68eYJ/4+zsbHh6ejIRl0qVKuHQoUNYsGCBoMLo58+fsXz5ck5q7+DBg+Hq6sqL4Kenp8PX1xdNmzblLKJtbGwwbdo0DBkyhFNnmZ6ejp07d6J9+/a8hfeQIUMwfPhwBAUF4fr161i5ciXs7e15YlP0qF69OhwcHDB8+HA8ePAAXl5e6NmzJ09sih4WFhZo164dunTpgocPH+LSpUv4+eefJR1WAwMD1KxZE0uWLEFycjLmz58vGvWmh6WlJdq0acNsGKWnp2PWrFmSEWdLS0scOXKEeU6xsbE8p0b3ugYPHsz5Wzx79gwtWrSQPMfTp085c6Kjo5kIcJUqVXj1y+7u7hx7jUYDDw8P5nM0Z84cToS7evXqvA3C9PR0NG7cGPHx8cjPz8fKlSs5mx1CKuPPnz/HkiVLmM/jsGHDGHsHBwe977IHDx4w92VoaKh38xEA7ty5w3xHbGxsUKpUKaxatUq0FzLwV6ZK6dKlcffuXd4zNzIygr+/P2OvUqkYjYBFixYx//7ChQu8eWfPngXwl86BmZmZYERWqHcr7ZTSKftC+Pr6ghDtZhl9/ooVK+p9TgcOHIChoSHKlCkDY2NjHD9+XDQNX0FBgc8/6ojK/W+6Q4mIKij85+Dq6so4HWJoNBoQohW8kJsutm/fPhBCEBUVJWnXqVMnmJub4/Lly7KOe/DgQY7zJsaLFy/g7e2t7GCj5PVzFEXhzp07JTpHdHQ0XFxcZNu/ffsW3bp1E6yhFeLLly/49ddf4eDgINt+8eLFKFOmDN6+favXPicnBz4+PqhevTr69esnaUtRFO7fv49Zs2ahXLlyKFOmjGBtL5vExESsWLGCqcX18vIStMvOzsa5c+cwd+5cJqWVEG0trVh9cnR0NJYuXYr27dszDqCZmRnT7/D169fYvHkzJk+ejA4dOvBUoelBbwakp6dj1apVGD58OOzs7EQjwexejAUFBdi8ebPosQnR1k/Hx8czG0YZGRmYNm2aqH2TJk1w6tQpTpaDRqPBtm3bBB1wCwsLTJ06FREREZyNLIqisGPHDkEnv2zZspgzZw6ePXvGea4FBQVMirDuaNCgAfbu3cvL1vj27RvTPsvNzY1JpSdEG/EX2sjLyMhA3bp10bdvX4SEhHD6jM6fP18whZn9/ouIiGA2UX766SdcvHhR8HPF5vHjx8ycpk2bwt7eXjAzhc3+/fuZ6zp48CCvt2n58uV55964cSOzKcDekNu0aRNnLlsMic6YEPtNojcG2JsU9P9KpUrTCu67du1iIsCNGzfW+6wOHjzIO59YxFhBQYHPP+qIEkKsWf/sQgg5Luc4iiOqoPCfQ8+ePWFqaqp3IU1HApydnWXVq9KiQNbW1pLpskuXLmV2tc+cOaP3uLGxsShXrhwiIyP12jo6OqJNmzay6oEoipKMBijop6ROv0aj0SuiosuLFy9KJDLy8eNHvH79WrZ9YWEhjhw5olcYiCY/Px9HjhyRLaxDK+CuW7dO1n28f/8ehw4dwvjx42UtgLOysnD27FnMnTsX27ZtE7ShKAofPnzAxYsXsWPHDsycORNdunSBnZ2dYAS/uLgYr169QmhoKOPQ2tvbw9raGi9evIBarcauXbswZcoUDB06FF27dkXz5s1hY2PDqwU8fPgwKIrCgQMHmCie2DAwMOC0cUpNTRVUkKZHqVKlcP78ec61q1QqXvsmetSvX1/wvZeVlcWk67JHmTJlEBISIvjZ+P79O7p06cKbU7FiRezdu1dwTlFREXMetpNcp04d0bKHy5cvo2fPnqAoCt7e3owj1rRpU9GU/sLCQiYNNT4+nnF2mzZtimfPnun9rMfExDCbEfPnzwcATnS9QYMGSExM5Mz58OEDE03fsWMH579NmDCBmcsudUhOTmbuR6xkYuXKlZznS5cGODo6St5DSEgIWrRoAbVazTjV+uYA2pZY7PPNnTtX7xwFBYW/+Jc5ooSQY4SQT4SQYkLIB0LIVELIYULIM6KtEQ1lO6ZSQ3FEFRT+Od6/fy/boaIoilmU6Gvfwl40Hjx4UO+xQ0JCGPthw4aJLrrpdjCEaNPKAgICJI+rVqtRqVIlGBkZ4bfffpO0PXnyJAjRqqCuXLlS73Px8PDAvn37ZDlUV65cQWhoqCJmofA/hVwHHJC/eVNYWIjPnz8jMTGRSW/XaDTIz89HRkYG3r9/j5cvXyIuLg6xsbGIjo7GhQsXcPLkSZw8eRIUReHmzZto164d7Ozs0Lp1a9jb26Nbt25wcnLCoEGDMHLkSIwfPx6zZ89msjbS0tJ4Ik66o0ePHpwU0NTUVF7qNXv06tWLt7FWVFSE/v37C9pKZZCw25rQ49dffxXtEZqVlYUaNWrAwsKC045k2LBhonMAYPfu3XBwcMDr16+ZdOSGDRvKatfz4cMHRvSse/fuKCoqQm5uLpMO26tXL8HazPHjx4MQrbCY7mYTLaq0du1azr+nNyXbtWsnej3r1q1j7rtq1aqM+rivr6/kfURGRmL79u34888/mXpaOt1bSn+BVuclRJsRJPWcFRQU+PxLI6L/qqE4ogoK/xxHjx7F0aNHZdl++PCB+ZGtW7eupFPFblVhbm4uqWIJ8HuaijmYOTk5vHoyfYuKX375hbGdN2+eqONYXFzMuW5bW1vJlNPk5GSYmJigUaNGOHXqlGTEqrCwEHZ2dmjYsCF+++03vW1yMjIyEBYWVuIIoIKCQsmJjY2Fra0tmjRpgh49emDcuHFwc3PDtm3bcOzYMVy7dg0vX75ETk4OM+fp06c8tWIbGxt0794d06dPx+bNm3HmzBlO/bNarRZtT2RgYIC5c+cKOi90Wyvd0bFjR8TExAjeE/u9R4+1a9dKvrdVKhVzT3Sbojp16uD9+/eic44fP47s7GyoVCpG4Kx27dpMtPz06dMgRKusK/Q+i4mJYa5PV5RKrVajTJkyWLRoEef9WlhYiMqVK4MQggMHDoheG+1EEkLg5+fH/LO+0gOVSoVjx46hfPnyaNWqFQgh6NSpE0aNGoWlS5eKzmO3+9JXZqKgoMBHcUQVFH4w3NzcZNfR6YpGSDU811UvbdOmjWSD9qioKI69hYWFaN9RtvIqPVauXCnqCJ44cYJj27dvX0FhCwDYvHkzx9bQ0BCLFi0S3QVni2G0a9dOUjwoJiaGSSX76aef4OHhIbnAc3FxQcWKFTFnzhxRVUiazMxMnDhxQnbLB7VaXaJoloLC/zIl3fD58uULPDw8sHXrVpw9exbPnz/XW79MURRmzZrFe3dVq1YNo0ePxq5du/Ds2TOeo3j9+nVBReWqVatixowZiIiI4L0b2Mq29OjatSvS0tIkr3HHjh2cOZUqVZKsmaYoCq1atcKmTZswceJEEKKtN37y5AljM23aNF42ytu3b3HlyhVoNBrGeR0yZAjv+K9evcKUKVN490e/08uXLy+5qbdt2zYQQtCvXz94eXnpjaCySU5OFnT+X7x4ITrn6NGjIIRg0qRJss6hoKDARXFEFRR+MHr37g1CiCyF1w0bNvAcOjFoEQ72cHNzE7W/fv06z75Tp06C0UtXV1eOXbly5dCkSROOsiabrKws3kLOzs4OycnJPNuvX7/CzMyMdy316tUTrMPKyMhA+fLlOba9e/cWrVmaP38+x9bY2Bhjx44VbKFQWFjISRWsW7cuVqxYgYSEBMFjb9++HYRom9K7uroiIiJCdJFGURTc3NzQu3dvrFq1CpGRkSXqQ6igoFAy6FTS+vXrY/LkyQgICMCbN28kN5iSk5M5gkS2trZYunQp7ty5IxrZ/Pz5MypVqiToRLVp00bwvQdoU06F2u40atQIQUFBgnPu3LkDQghHDCokJIRjw3ZKaQ4dOoS6devC39+fmS+08Ziens5smOXn5zNRVrpWlt06SAh/f38YGxvjxYsXjMPr7e0tOYeGoije87C3t5ecExwcjKpVq0q2hlFQUBBHcUQVFH4gKIpiFixTp07Vaz9y5EjeIkVM2EVXiMPFxQWzZs0SbdOhK+9vZmYGExMTXksMADh37hxvcaUvutetWzfetVeqVEkwrU03alGjRg0cPHhQVNyDnf7FHs7OzpzelQCQm5vLSf9ljy5duiAlJYVjn5KSItjrsnXr1ti2bRujdErDbsROiFaQpWvXrli3bh1iYmI4jr1Go+EIgRgYGMDOzg7Tpk3DwYMHkZCQwFkk3759GwsXLoSvry9Onz6NBw8e4MuXL6IL6djYWGzfvh0nTpzA9evX8erVK6VmSuGHJCUlBcePH9cbkWSTm5uLVq1awdHREVu2bOG9S4SgKApDhw7lvANMTEwwbtw43Lp1S9LppXsfs0fFihWxe/du0XIGOgpKj3bt2uHhw4d66+anTJnCmbds2TK995aQkAB7e3s8fvyYmadPvXfv3r0oX748pyXSq1evUFBQIJmhQzNo0CDOdUq1pgK0acqnT5/We1wFBQVhFEdUQeF/BDkKm2lpacwPrJyWEg0aNOAtVMRacPz888/45Zdf0LBhQxBCOP3ihIiLi2OiBYRom9mr1WrB1NXMzEwYGBhg9+7dzE78vn37JI+/detW3oLp4sWLgrvwL1684N0nu2WALt+/f0eNGjV4Tu7y5ct5bR4AbQsF3eP36tVL1KnXrZ+lh6WlJTZu3MhxwjUajWgbCUK0NWVspdPi4mLBDQZ6VKlShaPweuDAAV502czMDE2aNIGTkxNmzJgBLy8v5OTkQKPRYN26dUw6Mj3Mzc1Rv359dGwqKzwAACAASURBVO7cGc7OznB1dUV2djY0Gg0uX76MCxcu4MKFCwgLC0N4eDgiIiIQGRmJqKgoXLx4EZcuXcK1a9dQXFyMnJwcpKenIzU1FS9fvsSTJ09w9+5dXL9+HZGRkTh79iyOHz8uqioqRH5+PpKSkmT3jf3+/Tvi4uJK5GRrNBrRyJQQFEVJqkkLkZubK2uxTVPSVG2KohTxrX+Qt2/fyk61p2GL5dSrVw+bN2/W25sY0NbesyOvJiYmcHNzQ3Z2tuiczMxMTs9TelStWlVvWxjd35IGDRqgR48ekorVV69eBSGEyUDp3LkzAEgKYD18+JAT1TQ0NES9evXQunVrWcJZdEsZ+r3FrhEWoqR/LwUFBS6KI6qg8D/A169fGfl9KcLCwjiLASkl3NzcXJQpU4aJoJmamiI0NBTTpk0TXOzSbQtWrVoFQrRptlIkJiZi5syZSElJYa5HSuDIx8cHwF/y/BUrVpRMLU1ISAAhhOnVZ2BggNjYWFH7Pn36oEePHkzfQhMTE8l2GAEBAbwohFQNLa0SyY5cCjWvp9GNdBJCsHHjRsENh8LCQvTs2ZNn36lTJ8HFV1FREQYOHMizNzU1xe3bt3n2V69eFYzS0k6pblud0NBQlC1bVtDewsKC01onISEBHTt2FHWM6b9dcHAwCgoKsHbtWsEekexRoUIF5rOUnp6OqKgoHDp0CN7e3liwYAFGjRqFLl26oGHDhsx1VqpUibcJkp6ejhs3bmDv3r1wcXFB3759Ubt2bRgYGKB3796imz+FhYV49OgR9u/fjzlz5sDBwQHm5ubw9PQU/XsD2u9xSEgIpkyZgmrVqiE8PFzSHgDevHkDPz8/ODk5oWPHjrI2pFJTU+Hp6YmxY8fqtQW0jvr+/fvRo0cP2X1dMzMz4ebmJkt5FdA69zt27ChR652kpCRZUUOavyME9p9cV52amooKFSpg6NChiIqKKtEmAbvsYvjw4aL1+Wx8fHx437VRo0bp3TD59OkTb16ZMmUk35cAcOzYMd6GlqmpqV6xOt22PyYmJoLpwkJcuXKFmTdlyhRZcxQUFP4+iiOqoPA/wNixYyWVBGl0az7r1q0rutD69OkTEhIS8PHjR8Zearechh1dlFIqLCwsZBZOdF2kUFquLvn5+YxzuWDBAlE7iqLQuHFjJCYmMk3QbW1tRXfFw8LCcO7cORQWFjL1SBUrVhRdoKnVajRr1gwmJibo2rUrs+DR7VNI8+XLF1SsWBE2NjZMnS4h4qJLRUVFcHBw4C3ghg8fLliP9O3bN7Ro0YJn37lzZ8F0NpVKhT59+vDs69atK6gI/OrVK8EIea1atbBnzx6euFNCQgITHdd1EpcvX875bKjVamzdulUw2kKItk7r0aNHzDUlJSVx+hTqjv79++Py5ctQqVRQq9UICAhgPjNiY+nSpcjIyEBcXBycnJz09rAMCgpCamoqKIrCnTt34Ofnh8mTJ6Nly5ZMT0Xd+46Pj+ds4qjVaty9exdr1qyBvb09Rx26ZcuWSE9P5zl+RUVFuHr1KhYvXswTCAsMDBT9jqrValy4cAEDBw5kzhMUFAS1Wi3qwCQkJGDBggVMRGrWrFmgKEoyDTM3Nxfr169H+fLl0ahRIwCQdJA0Gg0OHz4MGxsb9OnTB4D2uyvlkGo0Gvj5+cHMzIxJn9fnwJ47dw4rV66UtGFTXFyM+fPny3LQ6POX1Gn9vzq5165dkx3FZ5OdnY2ffvoJbdq0wY0bN2TN0Wg0nO+/lZUVjh8/Lmsuu1UXIQRly5aV1VeXFh5ijwkTJuj9W+tugm3atEnWdQJclXahTTkFBYV/LYojqqDwX05iYiKqVq0qKi7BZuLEiVi4cCEIIRg3bhz27Nmjt82KWq2GsbExSpcurdeWpkWLFihTpgzOnj0ry57eaR8/frwse3ph07JlS8lUxKdPnwLQ9k4tV64cypYti3v37gnaajQaZmGYmZnJLLrYDdV1CQsLw8CBA5Gfn49evXqBEAInJyfRhdLRo0cxefJkFBUVYfr06YyDIraYpCMew4YNw/Lly5mU1xMnTgjaf/z4EbVq1QIhBAMHDmRSaseNGydon5+fz9TSVq9enXE4KlasKKgynJmZKVh7Swi/DQOgFY2iNwF0h1CNcmJiIuzt7QXtq1atynFoKIpCSEgI03JCaLAXuyqVCr6+vpx0RN0xf/58ANrIpJeXF9NTUWzUqFEDgDblffXq1ZLXQo/bt2/j5MmTGDNmjF5nlxACd3d3ZGRkIDAwEM7OzjyhLN1hY2PDeaZpaWlYt26dYJ2ylZUVDA0N8fjxY8a+qKgIJ0+eZDZjdO1NTU0FRcgKCwuxc+dOTlpkjRo10KZNGzRv3lzw83fjxg2OInbHjh0xePBgVK5cGXFxcYJzXr9+zdSjGxoawtvbG46Ojryek+z7cXNzAyEEXl5eePDgAebOnYsePXoI2gPaz62TkxMIIUhLS0NQUBA6dOiAxMREQXuKorB8+XImzTQzMxOurq6SfYzz8/M5Ebfz58/LcrJocnNzMWvWLF6NuRQXLlzAqVOnsG/fPgQGBuqNoGZnZ8Pb2xsajQaXLl3ibPTo1qrTnDt3jpcaPG/ePM6GDFvYLSUlBQ8fPhQ8lru7O+fz16ZNG3z//l1SuAkAZ0Orc+fO+PTpk+ze2QDQtGlT1K9fv0TReQDIy8tDYWFhiVPqFRR+ZBRHVEHhf4DCwkK9tSwAmLo8fT0tdcnMzJT1o/zp0ydkZWUhPj5e8npev37NSZPLyMiQHXkA/nJC9AlksImIiBAVThLi5cuXoqq87Ouga0K/f/+OpUuXSj5biqKYxSxFUdiyZQtu3rwpeY7w8HCsW7cOAHD58mUsXrxY0j4xMRFWVlaIj49HfHw8BgwYILpoBLQLWnt7e4wePRpfvnzBvHnz8Pvvv4vaFxYWMsIjffr0gaenJ7p37y76+VCr1Vi+fDkIIWjVqhX27t2LVq1aiaoMq9Vq+Pj4MItJKysrdOvWDb/++qug/bdv37Bw4UImilGtWjUMGjQI1tbWgpsU3759w+rVq2FhYcEsVi0sLFCpUiVeqnRBQQECAgJgZ2fHi+hUqlQJXbt25dgXFRXh1KlT6NGjB8+JMzExASEEKSkpyM/Px5kzZzB+/Hi9juWyZctQUFCAqKgozJ49m1ebrDtq1qwJjUaDqKgoDB06FEZGRnqd3YiICLx//x4rV67U63wTwt0wUqvVCAoKQp06dUTtDQwMOO+D169fY9iwYZLn2L17N+fZajQa7NixA6ampoL2rVu35v2t379/j06dOjE25cqV48xhO+Dsa2vcuDFjw964mDt3ruBn0NPTE4QQ3Lt3D1u2bIGlpSXz2RWKUBcXF2PgwIGwsrJCSkoKBg8ezJxDbEORXXrx5MkTNGrUCIRoswWk1HRpAgMDYWRkBBMTE1mRvry8PObZzZo1C8OGDUPZsmVx4MAB0e/606dPYWJigipVqnBSpulMjerVq/NaoTg7O8PAwAAbNmzgHY/dF7VSpUpITU1FYmIiCNFmbohF/+l3gYWFBd6+fYuxY8eiVKlS2LZtm977BsBsQshtcxYVFQVPT08YGhqiffv2shTpFRQUtCiOqIKCwr+M2NhYyZYtNDdu3MC0adNk7zhrNBpZohAajQYHDx4s8U72fzpyNhnYxMTElKidQHZ2Nvbs2SPbnqIobN68GYMHD5Y95+TJk6Df7XL+Pi9fvkSnTp1gYWGhN1UTAB4/fowOHTrAyspKlqhOeno6Fi5cCBMTE1SqVIkTEdeFoiiEh4czDmbNmjVBUZRkNP7FixeYN28e4/wMHDgQBQUFvOsqLCxEVFQUZs6cyYkmdu7cGVlZWbyUZ4qi8OjRI6xevRqtWrXiOFZHjhxBZmYm8vPzcfnyZXh7e2PEiBGiTuLYsWORmJiI/Px8hIeHY/Xq1Rg0aJCos2tra4uHDx8yysnnzp1D06ZNJR1KT09PPHr0CGq1GpmZmVi4cKFg6jI93NzcEB4ezqn/fv36NTp37ixoX61aNaxfv57JfqCJiooSjH4bGhrCyckJx44d46U9X716FVZWVrw5lpaWWLx4sWB/zTVr1gg6urVr10ZwcDDv701RFKZOncrYsR3rqVOnCgoNPXr0CGXKlEFubi727t3L2aQRKwV4+vQpnJ2dAXCF2wYMGCDYI5miKKhUKgDa7AE6w8PU1BSnTp1Cnz59JKOvhYWFjMPZuXNn5ruUlZUFAwMD1KtXjyfWFRMTw1yXUKouXcJgbGzM/PdFixYx5xBCrVYzx6QVb+nsFrFMEl3ojQGhPqdCxMXFcQTapDb+FBQUuCiOqIKCgih5eXklUh89f/48SpcurVcdlBYokhJL0mXgwIGC6aK6TJo0CePHj5ctqlIS/olj/jcjlqoohtBCXgq1Wg1fX1/ZgjcajQZ79uwpkZJlSkoKJk+eLFvM5OHDhxgzZoxoircuubm5+P3339G6dWu996FWq3Hr1i0sWrQItWvXxt27d/UePzU1Ff7+/ujTpw+6du0q6rBnZGQgKioKGzZswNChQ1GzZk2YmZmJflc/f/6MyMhIbNy4ESNGjEC9evVACMEff/wBQCuS5O/vj+XLl2Pq1Kno168fWrVqBWtra06ta/v27VFQUID4+Hj0798fDRs2RMWKFTk27MFOT9VoNPD19RWNghKijTRHRUVxnuHKlSt5ys308PDwELzfvXv38tSh6WiumKiObs09IQQ//fQTtm3bJpoKSoutsUeLFi1Eo5Q5OTmMI8WO7jo4OIhmeFAUhS5duqBcuXIc0bOJEyeKCjadOXMGhw8f5giZmZiYIDIyEl++fNG7sUNnPZibm3OyWy5cuIBmzZrh06dPvGukRcqGDh0qeMxmzZqBEMKkOKtUKiadXUzVXKVSMRs/FEXh69evzP3re/8cPHgQarWaEX7buHGjpD2bcePGMZ+XkmTqKCj86CiOqILCD4jchf3bt2/Rrl072RFGWklWnxpncXExDA0NYWBggHPnzsk6dq9evdCtWzdm116Ms2fPghCCtm3byhLyiIuLk/08/P394eXlpfcaFP77KGkU/e/Yl6ROjaIoWRsvbL59+1aiRfDnz59LlK5Op93rQ61W488//8Tjx48RHh4uKFqm0Wjw9etXJCUl4e7du4iIiMCRI0fg5+fHXNMff/wBV1dXLF68GG5ubnB3d4eHhweWLFmCpUuXYtmyZVi+fDm8vLxQWFiIP//8UzAtmj0sLCw40f/i4mKmbl5sWFtb81LoxXoJ9+3bF+np6YLPZdeuXYJzBg8eLPiuoiiKcXDYw93dXVIB+OjRo4KRZrHPrEajQbNmzdCzZ0+MHj0ahBAYGRnx1LB12blzJzQaDe7cucNsLOim9f/xxx+cNmF0au7x48dBiFY9XEz5uFKlSpg6dSpz3cHBwYyzL/YOptvSPHz4EBRF4eLFiyBEm2Kt7zvbvXt39O7dm0mXj4qKQkxMjKw63Ddv3sDY2BiVK1fWa6ugoPAXiiOqoPCD8f79eyxdulSW7Z07d0AIQUhIiCx7doN0fREjWsXU3NxcsFZLF1rwYujQoZKL7fz8fCaCUrVqVcmWLYA2UlSjRg1ZCpC5ubmoWLEi6tSpI6gsq8v3799LFEX9T24VoaDwn0xBQQF8fHywfv16/PbbbwgODkZERATu3LmDly9fIj09nee8ZWdnY8yYMWjatCl+/vlnTJ8+HWvXrkVAQAAuX76Mly9fCqaxst9zuqNu3bpwcXHhnevUqVOCUVpjY2N06tQJW7du5UUdDx48yLOvV6+eZFupb9++8ep8GzVqJNjfmObkyZO8KLBUH2VA68BXqFABu3fvZtSxf/75Z8l3YmFhIWxsbPDu3TtGVE2sLzWtGs5+f9Lq5AsXLhQ9R0ZGBs6cOYO9e/di5MiRWLJkCbNBQF+DGM7OzpznULp0adSsWVP2xuOcOXNEhbkUFBSEURxRBYUfjJMnT6JatWqyIifnzp0DIQT169eX1YPPw8OD+RHv0qWL5KLE0dGRsa1evTrS0tIkj82OJrB3yYUYMmQIJ3UvICBA8tiTJ08GIQQjRowQjWbQbNq0iTl2165dJZ1ojUaDESNGwNPTU1bU9cSJE5g6dSpu3bolK+JWkr6BCgoKXP7O94fdUqRChQro27cvVq1ahfDwcMH6TkDbZoUWqzIwMEDr1q2xePFiREREIDc3V3BOfHy8aEqyg4ODqKowXUOpO2xsbARbtWg0Gp4YV6tWrXDr1i3JjTF2v006SqnvHX737l0QQlC5cmVmDjtayiYnJwdpaWm4dOkSQkJCGJEiQghP8IgN/d6kM2Po0bx5c9jb28Pb21t07uzZs3nPTZ9DzubPP//EsGHDZNsrKCgojqiCwg+Hq6srCCF6m4kDwL59+5gfZKlWBDTTpk3j/IhLpd2OHTuWY9u2bVvB6APN1atXOfZLliwRtT106BBvQbFw4UJR5/vBgweMXaVKlXDq1CnRY+fl5aFSpUqc6MG0adNEHc3ExESULl0aJiYmmDJlimRkgqIojBw5knH+169fL9mL9evXrxg1ahRWrVqFBw8e6HVei4uL/+eEnBQU/l3ExMRg4cKFCA4Oxps3b2R9l548eYKOHTtizpw5OH36tKzWHvn5+TwRqDp16mDVqlVMixghnj9/zlNJrl+/Pvbv3y8aCaRTZHVH48aNJSOv7JYshBA0aNAArq6uiIyMFJ3j6+vLmdOsWTMsW7ZM8nfi8OHDMDExYYSLxESKdGELIdHD2tpaUtWcVj+mR+vWrUu8WSEndV1BQeEvFEdUQeEHgxa8GD58uF5bthhH5cqV9aq3siORdEqYWCR16dKlvIXC8OHDJVsR6Nr7+PgI2mZkZAiKofTu3Vt0B75Dhw4c29GjR4suGtkqlPQoW7YsNm3aJFgHuH79eo5tnz59EBUVJbiQzcrKYtLWaEe3V69eOHLkiKCjnpiYyNQ0VatWDTNmzMD58+cFU4ILCgowceJEJooTFhYmGQEuKCjAmjVr4OXlhfPnzyMlJUVxZBUUSsDfETijewyXL18eM2bMwM2bN/V+7yiK4vT4tbOzQ3BwsGTmi1qt5rSqoaOUfn5+khkwGo0G1atX570DnZycJNW6dVNf6eirWCQZ4L9rO3fujClTpuitX01KSuKdS58y+M6dOzn20dHRkvYKCgr/dxRHVEHhB6KwsBClS5cGIVqRCH1pqAsWLOD8MK9evVrSnp1uqy+Sunv3bo5djRo10LJlS9HFAkVRgq0VdHs/0rAXZYQQjBkzBufOnRMVMAoKCuIdu0qVKjh79izPNj8/n9NqgxCtuEf37t0F7QsLCxkFSPaws7PDgQMHeDVIt2/fFuz/WK5cOUyfPp2Xmnbx4kWevampKQYNGoR9+/ZxFCtVKhV+/vlnXrRl1KhR8PHxwc2bNzkO759//onmzZtzHO6OHTti2rRp2LFjB6KjozkqtQkJCdizZw9OnTqFq1ev4unTp0hLSxMV6rlx4wbCw8Nx7do13L9/Hy9evEBKSgq+fPmC/Px8xfFV+KE4deoUBg4ciJCQkBKJoh07dgyEaDNL/vjjD1mRPLaokZGREebNmycrYkun2LKHh4eH3hp3WheAHh06dNDbZsrNzY13rk6dOknWegLaWln2nMaNG+stR6GfISEE/fr1k7RVUFD416A4ogoKPxD37t3j/Dj7+vpK2tMKivQwNzeXrHXU3V0fO3Ys2rRpI6j+GR4ezjh7hBB07NhR7/Wz2xfQC5k+ffoIqi5u374dhBCmuXzt2rUlI7oqlYqTckuItudgy5YtBVvYsGvFCNGmfSUlJYke/86dO4JiJbVr1xZ0pnWjqLSzLpZm5+/vz7Onx6RJkzi1aCqVikl1ExrW1tacdiZfv36Fvb29qH3ZsmWZFhoUReG3334T7BVpbm4OGxsbtGzZEn379kVycjI+ffqEPn36iB6bEAIzMzOMGDECRUVFoCgKN27cwJkzZ3DkyBHs3bsX27dvx8aNG7F8+XK4uLhg5syZmDBhAvbu3QtAG8FJT0/Hs2fPcPnyZRw9ehS+vr5YsmQJJk+ejH79+qFdu3Z6Bba+fv2Ku3fv4ujRo1i9ejVmzJghqWxLURRSU1MREhKCRYsWwd3dXfL4NN++fUNYWBjc3d31Rn7o88TFxcHDw0MydZNNbm4ugoKCStQ/9tmzZ7J7MQLa1jJSqZpCREZGyt58oCiqxD128/Ly/qPbMEmVJ4iRk5OD0aNHi2ZZCFFcXMyIDDk5OZUopZQWAKI3vI4dO6Z3zocPHzjfaUdHR1mq0BMnTuS9m+T06aQoitl0JeSvtkNSXL58mXnvS5VQKCgo/OtQHFEFhR8IPz8/zo96s2bNJBcuQq0Q5syZI2rfsGFDnD9/nnFCHj16BIqiBHfKnz9/jt69eyMxMZFx0PT1TaRrUGnnUipCm5ycjIoVK+LVq1eMgzljxgzJ4+umC0vtvH///h1Vq1ZF6dKlUbt2bRBCUKtWLbx//170+LoRZlNTU9F7VqvVvKiuubk5jh49Knr8X3/9lff3GjNmjGAk4Pv370zTevawtLQUdKhzc3MF7Q0NDXHx4kWe/Z07d3gREPZ9sx0UjUYDHx8fQeeVEIKmTZtyarvevn3L9DoUGy1atEBOTg4+fvzI21ARGuzP0qdPn3DkyBGsXr0a48aNQ4cOHQSj8bt27eLcc15eHq5du4ZNmzZh6NChHPVSQ0NDUWGrrKwshIaGwtXVFW3atGHSyvXVtL169Qpr1qxhNoA6dOgg+X1Wq9WIiorC+PHjYW5uDkKIXlVpQBsBGzx4MAghshzRDx8+YM6cOTAxMZGtuJ2amoqhQ4eiZcuWsuwzMjIwYsQITg9Rfbx8+RJNmzaV7bxKieKIIZQR8U8jR0hOl6CgIDRq1EiWVgAbiqKYvqY1a9bEo0ePZM1jK/P27NlT8nPNhp29UapUKcTExMi+Vvr94+DgIMtBj4uLAyFaMTwFBYV/D4ojqqDwX87r16+xYMECvWm2ADBmzBgmRbR58+ZwcHDA/fv3Re2bNm3KLDroXWVPT09RpUe631q7du1ACMHu3btFj/39+3dkZWUBAONUjBs3TvL6fXx84Orqit9//x2EaOuZpCIIV65cAQCcPn2auQephfe7d+9gaGiIZs2aMbvpUs7ujh074OzsjKSkJMbpkOq7mpubi5o1azKLKjraJ+a8fvjwgXGA2HWjhw4dErQvKipimrGzx4gRIwTt8/PzBTcbrK2tBRfrBQUFGDp0KM/e2NgYFy5c4Nl/+fIFTk5Ogo6fm5sbz/7Ro0do1KiRoH2TJk14C+7Q0FBmE0B3VKtWjRPhvHPnDtP+QWhYWVkxipoUReH8+fNwcHCQdF4HDBgAALh06RLat28vmE5NjzJlysDR0RHx8fGgKAphYWFYuHAhWrZsKRgpp+9Bty9jamoqtmzZgtatWws67L/++ivvucbFxcHV1ZXX1qNUqVIYPny44MYDRVGIjo7mfZ6mT5+O06dPC32ckJaWhnnz5nEiUUuXLsXy5csF7QFtZM7Hx4dxjB0dHeHh4SFZNxgeHo6qVauCEIIHDx5g3759uHTpkqg9AJw5cwZly5aFmZkZ7t+/rzcSfPfuXaYnZEFBAfbt26c3khoYGAgLCwsAwP379/HgwQNJ+8TEROafVSqVrJpEtlpuTExMifrGZmRkMMq2YWFhshxY3VKG58+fgxCCbt26Cf7miKX20mq+/fr14zxHfQJqrVq1Yj5Lut8FfbRp0waEENy+fVuWfVpaGszMzPSq/+qiqJcrKPx9FEdUQeG/HDqFMzg4WK/tzZs38e3bN+zbt49xyKTqkBYuXIi8vDx4eXnhwoULsmuWQkJCEBQUJFqPqcuNGzewbNkyvfZv3rxBUVERCgoKMGHCBNkLDACYOXMmdu/erXdnfPDgwYiKikJQUBAGDBggmT6mUqmY5xgfH49GjRrpTe+kU5Kjo6PRsWNHrFixQtL+3LlzMDIywtevX/Hrr7/C1tZWdCMA0KaPNmjQAAYGBti6dSvMzc0FU4tp8vLymMhrkyZNYG1tjcmTJ4vaFxcX45dffgEh2ght27ZtYWVlJfqc1Go1Vq9ezXO2xNL58vLyOOrLJiYmMDIyEq3Z+v79O1auXMm0x2AP3YUyRVEIDw8XrNclRDhV/caNG7yaWnqwf6vS09Ph4+MDW1tbSeeVjrJ9+fIFu3bt4qWb645ly5ZBrVbjwIED6Ny5s6QtIdr0bUDrQGzevFn0Xtnj+vXrzH1oNBqcO3eOJ97FHroRo0+fPmHhwoUoU6aMoL2pqalgVkRsbCxatGghOEco8pqbm4uZM2dy7OjoMb0poEtxcTHc3d15x5eqkb9y5QosLCxgZGSE3377DTVq1AAhBDt27BC0B7QRRgMDAxgYGGDUqFEghKB9+/ai75vExETUr18fAPD48WM0bdoUxsbGkhHGs2fPonfv3tBoNFi7di0MDAzg4eEhap+ens449B8+fICtrS1sbW1l1YECWsfa1NSU02N53bp1mDdvnqATm52djdq1a2PChAm894G9vT2GDBnCqxX39/dHq1atEB4eLngNtCgS3bIrLy8Ptra28PDw0Jva27dvXwwdOhRLly7F6NGjOZ9zIT5+/AgnJyekpKRg5MiRWLhwISiKwsOHDyV/N6ZOnYpVq1bB1dUVGo3mb6VXKyj8qCiOqILCfzl0PZk+oYi/w48oFPPixQvmvkt6/3L/BgsWLIBGo4FKpZJ1DnYKqJy0wsTERNjZ2QEQj1CwycvLQ5cuXTBjxgzk5eXpnaPRaDBv3jxYW1uDoii8fftW7zkiIyOZ6O7Dhw/1bmqcPHkSlpaWqF27Nj5//syJHgnx+vVrxmEsX748Ew0XQq1WIygoiIky29nZITo6WrJVzqNHj+Ds7Mw4Ps2aNcO1a9d4dhRFITY2CgA30gAAIABJREFUFtOmTYOFhQXj+NjZ2WH//v2CmwjJycnYuHEjr59j7969mYyF79+/Izo6GsuXL4eDgwOMjY15zlXLli3h7+8PQPteiIiIwLJly9C5c2dOlJI93N3d8fbtWxQXFyM4OFiv42pvb8+kh3/+/Bmurq6i/S7p+3Z3d+ekYn79+hUzZ84UjQT36tWLFx2MiYlBvXr1BO3r1KkjuKHz559/onv37jx7Q0ND9O3bFy9fvuTNOXfunOCzsrS0xM6dOwU/G4cPHxa8lwEDBiA7O5tn/+3bNyadesWKFUx2RNmyZUVTez99+oSKFSvC0tKSk5Y+cuRI0ffO9OnTERgYiKSkJCZzwMrKSjRFXKPRMJtWsbGxzObOrFmzGBvdjbb4+HhGcGjcuHEgRKuwzhYwo9W6dZ3XgoICxsnfsGED73ooikKpUqXQvn17JooaHBwMQrRttvRFg6dOnYqEhATm3o8cOSJpDwDVqlVjou1mZmZo3bo1Ro4cKTmH3iAqXbo0atWqxbl3BQUFaRRHVEFBQRIhISAx5IhIsNFXE0pz8+ZNJCQklOjYcvn/w9n+JzYNdJHjHLLJzc2VXc8HaJ8b7fTI5d27d2jfvr2kw8cmNTUVPXr0kF0DR1EUzpw5AxsbGyQnJ+u1LygogK+vLypXrqxXvZPm1atXjJMp5GSwyc3NRUBAABwdHWFsbKw35Y8WHXJ3d0eNGjVQvXp10XvPzc1FREQE3N3d0a5dOxgaGsLc3JyjkMxGpVLh5s2b2LBhA37++WeULVuWcUQB7bN48uQJTp8+jc2bN2PGjBno2bMnatWqxWmFZGNjg6ysLKhUKvj7+2Pu3LkYNGgQWrZsiQoVKvCcsZo1azItkyiKwuHDh3miYLrDycmJue/CwkIsW7ZMsB0TIVolaaF3Q0xMDKpVqyY4x8LCQjAN9vDhw4Lp1StWrBD9Wx85ckTw2vz8/ATtNRoNU2/LHt26dWNKG3ShKIoXlTc0NMSWLVtE318PHz6EgYEB7O3tGcfK2toaz58/F7QHtJtFzZo1w/v375k5Xbt2lfz+ubm5YcmSJTh8+DBzbRERERwblUol+M7btWsXCNGWWAhFNzMzM1G5cmW8f/8eK1euRHFxMfr16wdCCObPny96TTQvXrzA69evmeuSEtqjEaonFyo7YMNuW+bl5aX3HAoKCn+hOKIKCgqSLFmyRG+tE42Xl5cs8RMaBwcHpKam6rV78+YNrK2tZTvFJRHvCAoKKtE1K/zfKCgoKJHSqVqtLlEdHKCN8JYkKpGdnS1ZkyjEhw8fSlRLlpiYWCJlUo1Gg2vXrsn6fgDaewgNDcXNmzdl2avVajx69Ai7d+/W+30pKChAYmIiwsLC4OfnJyhORZOXl4eEhARcvHgR+/fvh6enJ7PBkZGRgaioKJw7dw4nTpxAYGAg9u7dCz8/P2zevBlr167F8uXL4erqiqtXr+L58+ecGkEjIyOUKVMG5cqVQ4UKFWBtbY1atWqhS5cuTBSfoijs3LlTUPjKwsICtWvXRtu2bTF48GBOKYCU6nT79u0FNzaOHj0q6iCXKlVKMIK6Zs0anu3PP/8suTml29+SEG2tpdhnlqIoXsp3nTp18ObNG9FzAH/V6tNRytq1a0t+LzQaDWrWrAlTU1NmY2PBggWS50hISMDnz59RUFDAiAmtXbtW0Pb169dMOm2NGjUwdOhQZqNAXwnEzZs3UVxczDi7LVq0kLSn0X3WVapU0fv+mTJlCgjR1vGXpOWOgoKC4ogqKCjoYdiwYXB2dpZlu3btWtjZ2ent8UbTtm1bODo66v2hpygK5cuXR40aNfQupgBtM/N169bJinYmJyejVKlSWLNmTYkdHn0UFRWV2MFRUFDQ8u3bN+Tk5IhG1IR49uwZ/P39cfz4cVy+fBlxcXH48OGDqINAURQ2bNgg6LR26NABU6dOxbZt23jZG7pOqLGxMVq1aoUZM2Zg3759iIuL471PQkNDRZ3drl27Cr4r4uPjRWtvO3fuLBgBZ/cHZTuu0dHRosI6ycnJnPRiAwMDyfR2QNvvWPeZXbp0SfKdt2fPHvTp04dxEC0tLUWjzez3d/ny5TnPesKECXB2dhatx3RxccGgQYMYsTQhcTQhHj9+zLmnRYsW6Z1D9zqVo9OgoKDARXFEFRQUJLGzs4OhoaFkj0yaVatWgRBppVk2tGLrypUr9drStV41a9aUlXbZuHFjjBkzRlbPQLqPpYODg15HV6VSISAgQHbUderUqVi0aFGJ05YVFBT+WSiKwooVK9CyZUuMHz8e3t7eOH/+PJKTkyWVUI8dOwZbW1tMmDABfn5+iI2N1fueSUxMRLly5ThODt0f99ixY6Iq1S1btuSlIs+ePVtU1CgvL48R+GEPU1NTuLi4iDqJHh4egs7uuHHjRDcW58+fz7M3MDDAmjVrRJ8fPYeOWMv5raAoileDa2BgIKmUzO51Soi2ZYyjo6Pedj9qtZqJ7hJCOCrFYnh5eUkKUykoKIijOKIKCj8gcp0otVrNCHewBSvEWLlyJbPIkKpFoqFrpQwMDPS2LnB1deWkmelLWaSVMtu1a6c3hTIkJIQ5dtmyZREYGCi5qFi2bBnq16+PEydO6F18vH//Hubm5ihdujRmz56ttz7y1atXCAoKkt1n7+nTp0o6mILC3+DvpH0DkP3dpGGLE5UvXx7jx4/HmTNn9KqrstV+HR0dERgYqHfO8uXLeQ6oq6urZH2kSqXi1feWKlUKGzduFH0+arWaqSOlR4UKFTj9gYXQbRdVo0YN2Nra4unTp6JzcnNzeQ6vVEsgAPD09OTNGThwoCxnkd6YlJvOu2/fPty6dUuWrYKCAhfFEVVQ+AHZsmWLLLvk5GTmR7x06dJ6xR6WLVvG2Hfs2FFvOt2ECRMY+6pVq0rW9R05coSzqKhXr55ku5dbt24xttWrV5escy0oKOAtxJydnUUFbLKzsxkF2Hbt2km2RwEAb29vTlrZ1KlT8fr1a1H7iRMnwsLCApMnT8b169clF0+PHz9G5cqVMWTIEBw8eFBvbeSbN2+wdetW3Lt371+eiqygoMBFo9Fg2rRpmDp1KsLDw2WXLVy9ehWVK1eGq6urbKG2N2/eMBuHZmZmcHNzk1UrfejQIc67r3Xr1nj27JnknCtXrnDmyBUhq1KlCmeeoaEhzpw5IzknLS2NM0dOOYduurWZmZmoGJQua9euBSEE27Ztk2Uvtx2OgoICH8URVVD4wSguLka5cuVk9fiMjIws0S60bnqXVN89AJg9ezbH3snJSTSl68WLF7wd7oYNG4qmvKrValSsWJETGZBShXVxceEdv0aNGqJO5tatWzm2ffv2Fd3VLygoQMOGDXkLsHHjxgkK2OTm5qJBgwaMbd26dbFmzRrRlOQzZ85wUtYcHBzg5eWF+Ph4QSd227ZtIERb0+Xk5IQNGzbg5s2bvB5/gDZa4uXlBX9/f1y6dAnv3r2TTFv88uULAgICcPHiRSQkJJQ4eqSg8L9EUVHR39rwuXPnjmynlWbIkCEwNzeHh4eHaI9UIdq1a8dEQdetWycrY2bGjBnMO2fOnDmC7w5dvnz5wnvHHjp0SO+8hIQExt7KykqWgJfu+1nu5isAREdHw8jISJbKroKCwv8NxRFVUPgfoCSpmffv35f9w+zn58f5Mbe0tJRUPKVFG+hhbm4uuQutW8dDCMGmTZsEbdVqNczMzHj2TZo0EV0wTJw4kWe/evVqQefs+fPnPNtWrVphzpw5gnVVKpWKUX1kO4ETJ04UjAzoOvXsSDPdl5HNw4cPBZU/u3fvjsDAQJ6Dt379esHj16tXDwsXLuSJraxYsYJnW6ZMGXTr1g2enp6Ijo5mPlfJyckcR9rU1BTNmzfHyJEjsWLFCgQFBeHu3btM2uDp06c5f6uffvoJzZs3R79+/TBz5kysX78egYGBTB/Hly9f4syZM7hw4QKioqJw9epV3L59G/fv30dcXBxevHiBpKQkZGRkQK1WIyEhAU+ePMGDBw8QGxuLGzduIDo6GhEREQgNDcXp06dx/PhxhIeHC34uhFCpVHj37p2s1D2VSoVnz57h9OnTgn1BxcjKyipR9CQpKQkvXryQba/RaErUbomiKFkp9GzevHmjNz2UjUql0tvmhk1+fn6JU83/6c0OqY2X/xTu3r2LZcuWlVgc7d69eyBE24NWTj0koHWuK1SoADMzM8F3lxjXrl3jvG+2b98ua97du3eZOaGhobLmsNVvW7RoUSIl9by8PAwZMkS2vYKCwt9HcUQVFP4HWLNmjWxbHx8fEELQvHlzvbZz587lOStS6UqLFi3i2Ts5OYku7nXTp4yMjGBsbCzaTsXBwYFjHxYWhuLiYtHjnzp1StA5c3Z2FtzB79ixI8du8eLFks/n4MGDgsfv0KGDoAPO7jdHO2hSIlC+vr6Cx69fvz5OnTrFsaUoCmPHjuXZGhoaYubMmbwUPYqieBFptnPs7e3NieR8+fIF7du3F7QnhGD69OkcB+LRo0dMGwih0bNnT2RlZQHQRunXr18PY2NjUfvKlSsz0eMLFy6gZs2aora0sxwTEwNAu4kRFhaG33//HWvWrMHs2bMxfPhwODo6okGDBoyIjIeHB3P9Go0GqampuHTpEvz9/TF//nw4OTmhTp06jHDKxIkTRf92mZmZuHTpEry9veHs7Ix69eqhUqVKko5oXl4ezp8/j7lz56J+/fowMTHRm06oUqkQFhaG6dOno0qVKrLSCXNzc/H777+jefPmmDNnjl57iqJw+/ZtDB8+HA0bNpTlrGs0GgQHB6NOnTqyne+wsDDY2dnJdho0Gg22bt2KFStWyLJXq9XYu3evLFuazMxMzJw5U7b93+kR/K+IvP1doZxp06Zh1apVJYq+RkREoFGjRiXexGC3yFm1apXseZcuXQIhBC4uLrLn7Nmzh9kcvHPnTomuEwCzSaagoPDPojiiCgr/5WRkZKBMmTKyow5sZ+jJkyeStr179+ZE5ZycnFC/fn3RRcvChQs5zsDYsWMxYcIE3L59W9Ce3rWm6y1dXFyQkZEhmno1d+5c2Nvbw9nZGYRo61ClFmA5OTkwMTHhOGWXL18Wjejs378fhBDMnDmTmaPr8LFRq9WwtbXl3PPo0aNFr+nt27e8VgytW7cWTaOjKIpp4M52Euneerp8//6d5yyWLl0avr6+gvYajUbQee3Zs6dgg/m8vDze9RCiVTJOTEzk2X/8+BEdOnTg2RsZGSEwMJBn//DhQ97zpMf8+fM5kanc3Fy4uLiI9nHs1KkTRwH5zZs3gvdKD0tLS2bB+vLlS/Tu3VvS0SWEcJ5rYmIiNmzYgOHDh6P2/2PvvOOiuLr/f+gdEVREULChKIIaRFFRg723RFGxINYI2HvvXYOJGmyxl9i7RrEXLFhREQtGBWlSpe/O5/cH352HYXdnZvNL8jxJ7vv1ui8FP3fuzOzseM89557j4qJR369fP4FRxnEcnj59ipUrV6J169aCZ1W1oKHJS5Weno49e/bg22+/haWlJa83NDTEyZMnNX7WQHEpkODgYEFW0NWrV2v16hYVFeHAgQOCz7BPnz6SXterV6/y4Z6urq6SBsuHDx/Qu3dv/jv9+PFjScMoPj4ebdq04a9Bai9kZmYmOnfujKZNm4LjOFlZrN+/fw83Nzc0aNAAKSkpksZeUlISXyZEqVTKyth9/vx5DBkyBIC8yJaS1ynX6FUtKHEcJ7gGjuN08rirOHHihMb3gxSjR48GUXGtUV0M58OHD8PLy0snY1m173X06NE6nyeDwfjrYIYog/E35+HDhxg8eLDGvYaaWLlyJQICArBx40atnkcV3bt3x5MnT+Dj44NvvvkGSUlJyMzM1DpxDQkJQVBQEPr06YMOHTrg2rVrosffvn07pk6dih07dsDV1VVjAfiSHD58GG/fvsWrV69gYWGB0NBQyclbhw4dYGVlhZo1a6JFixaiHqbs7Gw+s+LQoUNha2srme7/2LFjICLeIJDyTs+bNw/6+vo4dOgQrKys0LhxY9HwzqSkJEF2SlNTU9EQuoSEBL58g2oRYdGiRVr1hYWF6Ny5s8AAql+/vtZJbmFhIYYMGSLQ6+npaU2okpeXp9EA1Fa2IS8vT+N+XXd3d436+/fvo0GDBhoNP00JVx48eMBnxSzdSpcRunHjBrp27arVEHV1deW1HMchIiIC33zzjahnNyoqCkDxZL5GjRqSxq7KS5ufn4+ffvoJbdu2FT1+lSpV1D6vX375Ba1atdLap3TYdmZmJtasWQNnZ2eN+rFjx2r8LF6+fKnm9SciODg4aDQ8ioqKsHbtWoExrWraFlsA4OjRo/zilaqJeXbj4uLg7u4OIoKLiwu++uorVKpUSdTz+vz5c96jb2FhAVNTU9HM3l++fEGjRo3g4+ODR48eoXHjxvjuu++06oHi+2VjYwNvb2/MnDkT1atXF936UFRUBB8fH2RnZ+P169eoV68eLl68KDrGlStXsG/fPnAchxkzZsgyAsPDwwEU781s166dxlql2pg2bZrWzLm+vr4YMmQIlEol/764fv06li9fLhrufeTIET5yhOM4LFmyRDTLLlBcYsfGxgavX7/G5cuXcerUKcmw5bdv3+L8+fNITk7Gnj17ZIcqFxQUID09HdevX5dVWozBYPwHZogyGAyt6LKvBig2Ckqvuouh8jIoFAqdQ8vkeoDXr1+P5cuXIz4+XtZeL9Vxc3NzZWWB5DgOTZs2xezZs/lQUDFyc3MREBAAoHgRQU7Y4sWLF6Gnp4c1a9ZIGsZA8edgZmaGxYsXY9u2bZKfY05ODnx9fXnvUmnDpDSqSS0RwcfHBxs2bJDUlwzDnjVrluTk9tKlS/we3BYtWuDAgQNatUVFRVi9ejW/L9XW1hbDhw8XfaYuXryIr776ij+ntm3bav38nj17hiFDhgiiAxwdHTFt2jSN+oSEBCxcuFBtD3H79u0F3u/s7GwcPHgQ/fr1U6sxSVScLKtkKGlycjJ2796N/v37q2V5Jir2NPfp0wdAsbdsw4YNcHBwEDV0nZyc+AWj3377DRMmTBB4TEs3ExMTtRDJ5ORkBAcHazWQHR0d1TJQR0ZGqtXILHkdGzduVLuvX758ESTJKdm8vb01fhY3b95EhQoV1PT6+vpaF8pu3bqlZugSEYKCgjTqi4qK0KVLF/7+GBgYgKg4PFzbc56eno5atWqpjSGW4G358uUgIsyZM4f//GvUqKE1GRLHcfD29kavXr0wffp0fozTp09rHSM6OhoGBgaIiopC1apVQUTo3LmzVj3wHy/tr7/+yo9R2lDkOA7Dhg3jz7Vhw4aIiorit1uIhT+XfG9HRkbyz8jnz5+19jl8+DB69+4NZ2dneHp6gqg4HDgyMlLr9/zz588gIr7ETJUqVXD69GksWLBA9F2SmpoKFxcXGBkZ8d5tBoMhD2aIMhiMfzTJycmyMjr+/3Dt2jXJcgcl+T11P6dNmyZ7hR4oro26f/9+2fqMjAzUr19fdokDoDi0ulu3brL1qiRG2sriaDqnQYMGoVevXrL0cXFx6NSpE4yNjWWF8SmVShw4cAA1atRAcHCwpP7Dhw+YNGkSrKysULFiRcnQSIVCgRMnTqBTp07Q09MTNTLy8/Nx5swZDBs2jM/27OnpqXUCrFAoEBkZiTlz5sDLy4s3AEp77RISEnDq1CksXLgQvXr1Ugsb7ty5Mz9GXFwcTpw4gWXLlmHQoEHw8vJSSxBmYWGBt2/fAiheqFqxYoVGI7pkK+kZTEtLw6hRo/h9tpqapnDK+/fvq2WeLtk0JTnbvXu3WrgzEcHZ2Zm/htKcPn0aZmZman0sLS01LtBwHIdRo0ap6f38/LTuM1QoFOjQoYNan6VLl2r9vF++fKkW1l+7dm3RPeYHDx5UG2PWrFmiRtWwYcN4I5qIYG9vL/pOSEhIQJs2bZCbm4vq1auDiPiFttLXrHrv5ebmwsDAgDemDQwMJMO9VZ7i0NBQEBE6deokqk9KSsL69evVFh8MDQ21jsVxnMZnWU5SJVXUh1RUD4PBEMIMUQaD8Yfx+fNnncK4/qz6a3L2Zv3dKCws1NlDras+MTFR53una1KPBw8eiHoyNCFWA7Y0HMfhwIEDOhnUhYWFWsMJNZGens6Xx5HL27dvsXv3bllahUKBK1euYOzYsXworxSJiYnYsWOHrElzWloaLl26hFWrVmHAgAGiHnClUol3797hzJkzWLlyJQIDAwWeYIVCgZSUFMTExODGjRs4fvw4tm7dihUrVmDKlCkICgpC9+7dcfv2bWRnZ2POnDkYPHgw+vbti+7du6N9+/Zo2bIlGjduDE9PT9SuXRsuLi78vVIoFFi2bBkMDQ2hp6cHc3Nz2NnZwcnJCa6urvD09ESTJk3w9ddf48aNG/w5z549W9Q47t69u1pI/I4dO3hvpiYPat26ddUWnJYuXapRP2TIEK2hoBMnTtTYx8bGBt9//71a5IZSqUTz5s0FWjMzM9HPrbCwUFACiojQsmVL0W0AycnJfB1SVVu5cqXowtmOHTtARLxns2zZspL7dVWZ21XN1tYW/v7+mDt3rtaoFV9fXyQnJ/N1SOV8lzQlq5MKly7tpa9QoYKsLNGqjMBS0SQMBkMIM0QZDMYfxuvXrzFgwADZ+lGjRskuNxATEyPbs/n8+XPMnDnzd2eSFOP31ARkMBi/j8LCQqSlpSE/P1/W9zknJwfffvstiIr3SFerVg2tWrXCoEGDMGvWLGzatAnnz5/HixcvBAbWypUrec+nl5cXAgICsGjRIhw6dAjR0dEa3z27du3SaFCamJigTZs22Lp1q9o5q5LolNZ37twZmzZt0riQV7IUSclmYGCAzZs3a7wPGzdu1NjHwcEBDx480NhnwYIFGvv4+fnxGa5LM2DAAIE2JCQEb9++FTVeN23apDZGlSpVtC4ecRwHfX19fu+7ubk5srKy8OnTJ9H38bVr1wRjWFhYSC6U9uzZU9BnxYoVovqS5+ju7v6nR98wGP80mCHKYPzL4DhOp9qHmZmZsgqIA8DTp09BpB4eqI2BAweiXbt2srI/3rlzB127dpUVcslxHKpUqYJ+/frJmhhkZ2fLNlozMzMxbNgwnTxuDAbjryEmJgaRkZFISEiQXf8zJSUFFy9exMePH2W/ByIiIgR7hj08PDBx4kScP39ea1TBrVu3+FBhW1tbDBo0SLIWbVxcHCwsLNQ8p5MmTdKaGCc7O5v3HJY0didPnqw1GiE/P1+tj4WFBdatW6f1/axUKlG+fHk1o9LFxUVr8jIAamWjKlWqJBpinJOTI9AbGhrC1NQU3377rejn9fLlS0G/OXPmaNWqKFmCzM7OTqf/Ky9fvixby2AwimGGKIPxL+P169caE4Fo4/79+7Lrt6lCrlxdXWUZgKpyL9oyqJYkLy8PhoaG6N69uyxjVJXUxNfXVzIEOD09Hd27dxedDJVkzpw5MDMzw8KFC2Xt95SbWAko3tsk9zwYDMZfz5MnT1C7dm0MHDgQu3btkrUd4f3792jatCnGjRuHy5cvy4qs4DiOL1FDVLwndMOGDZLGUUnPpr6+PoYOHSq5mPjzzz8LjLaOHTtKJmt78OCBmhHq5eUlWRfVx8eH19vb22ss/VSSpKQktXGcnZ21emlVpKen8/ry5cuLZiRWUdL7LJZtnMFg/DEwQ5TB+Jfxyy+/oF69erJX/vft2wcLCwtZ+zmvX7/O/ye+cOFCSb1qwqSnpydrj54q+2HPnj0l9z8eOXKEP5eaNWtKGnfBwcEwMzPDqlWrJD20nz9/5ktOVKtWDSdOnBC9nxcuXEDHjh3x66+/St53Ve1QPz8/7NmzR5ah++zZs9+VAInBYOhOUlKSzmH/WVlZOvfZunUrbxSeO3dOloc3KSmJfzf16NFD1j5mjuPg4eHBewF3794t61yXLVsmMA67dOmCL1++iPZRKBS8h7dcuXKSNWaB4hrApUOS5WQo5ziO90DLTSJ06tQpEBHKlCmj0wIig8H4fTBDlMH4l6FK43/9+nVZepWxKMdreeHCBX6yYGpqKmn8lcxqaGdnJ7lqHxQUxOu/+eYbUWM0MzNTUE6iXLlyopOX2NhYPpNno0aNJOvUTZs2TTA56tSpk2jmx8GDB4OIUK9ePWzbtk3UY/zp0yc+c2rZsmUREhKCx48fa9VHR0fDwcEBvXr1wvbt2yX33e7YsQMLFy5ERESErNCzR48e4dmzZ2x/LIPxF5GRkYFZs2ZJegtLExISghYtWsgy1FRERESAqDjbbcnyQlJ8/fXX/Ptv9OjRst4PMTExfHjxw4cPZY3z+PFjwbt28eLFss/RyckJ1apVkxVFAxTnFyBSrynMYDD+HJghymD8y2jfvj2ICP369ZOlHzRoEL+nSWq1++TJk4IJQ4cOHURX1vft2yfQN27cWHTCsGHDBoG+T58+opOfli1bqu2T+uWXX7Tqu3btKtiHNHv2bK0GY1JSklqZB2NjY0yfPl3jfUpNTRXsp7K3t8eCBQu0TvxOnDihFo7WqFEjhIeHIzMzU01/8uRJ3pDW19eHr68vVq1ahVevXqlpCwsL0a1bN17boEEDjBkzBnv27EFcXJzaZ5aSkoKGDRvC2NgY9evXx8CBA7Fy5UqcO3cO8fHxavrMzEwcOHAAERERiI6ORnJysqiX+f3793jy5AnevHmDpKQkfPny5U9JNMVg/JPJz8/HhQsXdP7ujBkzBmfOnNGpz5cvX/g9ssuXL5c95v79+2FlZYW7d+/KHuvGjRv8O9DPz09WTgEVX331Ffbt2ydbn5ubCysrK50zezMYjN8HM0QZjH8RHMfxxpCRkZFkmn1AuJ9n7dq1olpNdesOHjyoVV+yALqqhYaGatXfuXNHTe/v76/VGNVWWkHbxOnSpUtqWjc3N9y8eVPj8cePH6/x+D0biYCHAAAgAElEQVR69NDoady7d6+a1tTUFMOHD9e4H2vkyJEaj29ubq4xW6aq4L2mayitz8vLQ7t27TTqHRwcMGnSJMGELyMjA82aNdOot7OzQ/fu3QWTt1OnTqFMmTK8Rl9fHxUqVEC9evXQunVrDBw4EPHx8QCKwxYHDhwoOKaenh4sLCxgb2+PatWqwcPDQzBZvn//Pg4cOIDt27dj48aNWLNmDRYvXoxZs2Zh0qRJGDNmDP/scRyHrKwsvH79Grdu3cKxY8ewefNmLF68GGPHjkW/fv3QunVrjB49WnRCXVhYiNjYWJw6dQpr1qzB5MmTJcvdpKam4uzZs5g3bx66du2qNcFMSYqKihAZGYnFixfj/PnzknoA+O2337BixQr89NNPsvRKpRIXLlyQrCtZksTERMyZM0e2dyk3NxfLly/H8+fPZemB4siEq1evytY/e/YMu3btkq0HIDuZGlD87MgJHy1JfHw8/2zLHUMXOI6TnYhJzrGkFhg1cfr0aRgbG+tk5AHAokWLtL5PtXHu3Dk+qkWX+woAs2fP1vleidX7ZTAYfyzMEGUw/kV8/PhRMNlfsmSJZB9ViCgRwcnJSXQSWrqcgbW1NSpVqqQ1ScT9+/cF+kqVKqFatWo4fvy4Rr0qYVHJcNuOHTti7969GvUPHz4UHN/W1hY3b97Umh2z5F4pVQsICMD+/fs1Tmbi4+PV6u5pK6egOn6nTp0E+mrVquHUqVMaV/m/fPkCV1dXgd7IyAinT5/Wev6lDToiwqRJkzR6dnNyctCiRQs1ffv27TV+Zl++fEHbtm3V9Pb29ho9r7Gxsahbt66aXk9PD0ePHlXT79q1i9/fVrpNnTpVoM3MzMT48eO11n1s2LAhP8HOzc3F4sWLYWVlpVFLVBwCXXKSm5WVhZ9++gnjx49H586dUbNmTcGzp+mzzs/PR2RkJMLCwjBgwADUqFFD1iKLytgJCwtDt27dYG1tzS8IiBkJiYmJ+OGHH/gajnp6eqLh4UCx93nBggVwcXEBkbzyFB8+fEBoaChMTU3RuXNnSb1CocDWrVvh6OgIa2trWSGbhYWFWLp0KUxNTXHhwgVJPcdx2Lp1K8zNzbFhwwZJPVBs4E+YMAHe3t6y9BzHITg4WFA3VYqUlBTUqVOHr2kqRU5Ojqz3cEm2bNkiO6wVKF6k+Pjxo05jSDFv3jzBgsGLFy9kGXxpaWk6j6WqB3rq1Cmd+/6emtJsCwKD8dfBDFEG42/OyZMn4erqinv37snSqgyhHj16YPr06aKr8enp6ahSpQpq1qyJSpUq4aeffhKdAG3atAn29vZ8UfBffvkF8fHxWsNP4+LiQES8sTJ8+HDJa/D09ISNjQ2ICHXq1BEN0+I4DhUrVkSNGjVgYWEBExMTydX40tkjxQxL4D+lCFTn5OPjI3pPf/vtN0E5hjJlyoiGgd2/f1/NAPr555+16vPy8tC4cWOB3t/fX6s+KytLTW9ra6u1iHt+fj569OihZshpmyRmZ2ejT58+avrg4GCN+levXsHLy0tNX65cOY0TxEePHgm89iU9sKWLyycnJyM0NFRQdqNkGzt2rED/4sULDB06VKve3d2d10ZHR2s00ks2Q0NDwff0119/xYABA1CxYkWNelNTU7WkX2lpadiyZQtat24NfX19tWtu2rSp2j0qKCjAoUOH0KFDBz58W9UcHR217od+8+YNRowYIbh+BwcHrZERHMfhxIkTgsUHKysrdOzYUaNexd27d/lEZESEpk2biu4vz8rKQv/+/Xn9V199JWmMpqWl8REAzs7OGDlypKheZYSq3pX+/v5ISEgQ7ZORkYGvvvoKRIT+/ftjz549onqgeN97vXr1EBsbi7lz50p6R9+9ewcrKyusW7cO8+fPlxXVEhgYiDVr1uD27du4cuWKpP7YsWNIS0tDQUEB9u7dq/GcSm8PGDFiBLZv347Lly/Lyk6rIjk5WTI3wPbt2zFu3DiEhYUhLy9PMptvaTIyMmR7RVULrbp4qdk2Agbj98MMUQbjb86OHTtgZmYmK9wsPT0dHMchISFB1qpvRkYG0tPT8enTJ1lZWc+dO4e4uDjExsbKSnqRmZmJ4cOHIzk5GXfv3pX1H/qwYcNw9uxZHD58WNZq9+DBg3Hp0iUcPnwYL1++lNTn5eWhQoUKCAsLQ3h4uKT+t99+g7GxMZ4+fYoJEybIyrS4bt063lMpJ1uwKsT4m2++wZgxYyTvU0JCAhwdHWFubg5/f3/JiV56ejoaNGgAIkKLFi0kQ9MKCwv5QvaVK1dGx44dRSd6HMdh5cqVvOHk4eEh6jEqKCjAlClTBMbSd999p1WvVCqxZcsW2Nra8n1q1aql9Zl9/fo1/P39BQaZpaUltm/frlH/4cMHTJw4UeCtNTIyQvv27dW0MTExmDJlCipUqKDRuCzpOVYqlbh+/TpCQkK0GqOzZs3i9SdOnICbm5uosevg4MDrk5OTMWnSJI21Hku20h7IFy9eYNCgQVq9zX379lW77lu3bsHX11ejXl9fX2OoenZ2NsaPH69mUBMRfvzxR42fRVRUlJqnmYjQoEEDjXqgOAFNzZo11fpoW1QraYSWbKNGjdI6Rk5ODpo3by7QV6hQQeN+bhV79uwBUXEWWNWztWXLFq16pVIJPz8/EBGfDdbX11d0Me7Zs2fQ19dH9erVYW1tDTMzM8nFuObNm2Px4sX8IpvUAqFSqUTFihVhb28PCwsLODs7Syaqu337NgBg0qRJMDQ0xIIFC7Rqb968ifz8fLRq1Qrt2rWDsbExPDw8tC6WqVi2bBmSk5PRv39/2NjYyHqfHzlyBCEhIahQoQIGDx6MLVu2SGaMv3LlCtq1a4f69etjzZo1kmMwGIz/wAxRBuMfwO8JP/pfgOM4nRJPANB5j9CHDx900gPFZRN0Cc/auXOnTsdXKBTo2rWr7FV6hUKBFi1ayM50DBR7UuWGIAL/CSk8e/asLL1SqcTIkSPRqVMn2WNcvHgRdnZ2srwyAHD+/HnY29tL7t1UkZKSwmdWllOL9d69e3zmz1WrVkl+HmlpaVi0aBHKly8PKysr0cWZgoICHD58GB07duS9kAcPHtQ6hkKhwOXLlzFq1CjecGzcuLFG/W+//Ybt27dj0KBBcHJyEhg/pfdXfv78md+j2rFjR4GxTlQceq7KPs1xHLZv3w43Nzfe0NHkpS1ZEiQmJgY9e/YUNXSnT5+u9n06e/YsnJ2dNert7e3VvuccxyEsLEzreX3//fcan5HTp0/zoc4lm7u7u0bjWJsRWqlSJa2ZaPPz8zXut27btq3W90hsbKxaGLqnp6foYtmPP/6oNoaUJ7j0Z1O/fn3RCIynT5/yn7Oqz44dO0THiIyMFIxhY2ODy5cva0xkBhTfLxsbG9y6dYu/B7t37xYdAwAaNmzIj2Fubo6OHTti5MiRWt8NAwYMgLOzM78o9PPPP+PcuXOie35fvXoluBYfHx/J8ypZr3T9+vWSegaD8R+YIcpgMBj/BaRW80vz22+/ySq1UhI5xlhJPn36pFMfjuN0zrb57t070VI0pUlKStI5ecjNmzdx//59WVrVNeiyDzA3Nxfr16/HgwcPZOnfv3+P+fPnY/To0bL0RUVFuHDhAoYNGyaZKIfjOLx69Qrh4eHw9/fH0KFDZel3796N4OBg+Pj4aEwmpFQq8eHDB1y9ehU///wzZs+ejQEDBsDHxweBgYH85P/FixeIiIjA3r178f3332P69OkICgpCly5d4O3tDRcXF5QvXx5Pnz7lx9+8eTOaNWuGJk2awMvLC/Xr10e9evXg5uaGmjVromrVqhg+fDhvhH/+/Bndu3cXNXbLli0ryMTKcRyWLVumFoqsaoaGhggKChIshGkzQlWtf//+SE9PV/usevXqpbVPz5491RYK8/Ly+O0LJVvt2rWxd+9ejYtzr169grm5uVqfatWqYf369RoXLDQld3NycsK4ceO07iUuff2enp6IiooSLZVVupQVUfF+5RUrVmg0Ep89ewYi4kO+q1atKmvhr7RX29bWVjTaY8yYMWrn5eDgIPoeVSqVggUCOeHVAFC7dm2YmpqqPR8MBkMcuYaoXrH2r8HLywv379//y8ZjMBh/DwCQnp7ef/s0GP9A/opn668ag4j+p74nAEipVJKhoaHOffPy8mjVqlWUnp5O1tbWZGVlpfFPa2trKlu2LNnY2BDHcbRmzRq6dOkSOTo6UqVKldT+LF++POnr6wvOMTQ0lH788UfB+HZ2dtSoUSNq1KgReXl5UbNmzcjOzo6IiDiOo8DAQNq5cyevd3BwIF9fX2revDk1b96c6tWrp3bdISEhauMQETVq1IgGDhxIgwYNojJlyvC/VyqV1LJlS7p586ZAX6FCBRo+fDiNGDGCqlSpIvg3ANS6dWu6fPmy4Pf29vY0f/58CgoKUjuvnJwcqlSpEmVlZandg+3bt1OXLl3UzpmIqE6dOvTixQv+Z2tra9q3bx916tRJo/7o0aPUq1cv/mdzc3MqU6YMBQUF0cKFCzX2ISq+t4mJifzPx48fp27dumnVz5o1ixYvXiz43fbt22nw4MFa+xARNWvWjG7dukX29vb0/v17MjY2FtUTEQ0ZMoQUCgXt3r1bUstgMP6Dnp5eFAAvSaEca/WPaswjymD871A64YsUnz59kq395ZdfdEqtL7c0ha5kZWXp7G1kMBj/DFSeUGtra/j5+WHKlCk4ePCgxpq6pfvUqVMHI0aMwM6dO/H27VvJEPIjR44IPHSVK1fGjBkz8OLFC619Vq1aJejj6+uLffv2iWYwL10ay8LCAnPnzhV9z23dulXNg9ilSxfRd3psbKxAX6NGDclyPcuWLdPoOZbaplHSIyxW5ktF6fv21Vdfyfr/ZvTo0SAizJ49W1KrYuPGjbh06ZJsPYPBKIZYaC6DwRAjNDQUFy9elK1fsmQJoqKiZGmnTp2K6dOnyz5227ZtZSeDiIiIkJU4CCgOx2rdujWfQOOPRk6iJwaD8d8hLS0NMTExOi2K5ebmSiaxKU1cXBxsbGxgZWWFwMBAXL58WXLM58+fw8TEBJaWlvjuu+/4EGcxlEoln73XwMAAo0aNkrVA2KhRI95os7S0xJYtWyQN65UrV/J92rRpI7r/VEVgYKCaYS31jlQoFLy+YcOGGstRlWbLli2CceTusQ8PD4ehoaFOJW/i4+P/sNquDMa/CbmG6H/iVxgMxr+KhIQEmjlzJh/yJ0VGRgaFhobK0js5OdHSpUtpz549so7t7u5OEyZMoG3btklqzc3NycvLix4/fiyp1dfXpxYtWlDz5s1p/vz5pFAoRPWqEKz8/HxZ533y5EkaNWoUvX79WpaewWD8dZQtW5Zq1aolCNWVwszMjA/RlQPHcbRr1y7asGEDJSYm0rZt26hVq1aiYyoUClq1ahWtXbuWEhISaP369eTu7i451uHDhykqKop69OhB0dHRtHHjRqpYsaJon6ioKLp37x4REfn6+tKTJ08oKChIMsT7+PHjRFQcbnz27FmytbWVPL+XL1/yf3d3d6fjx4+TqampaJ/s7GwiIrK0tKT9+/eTiYmJ5Dhly5bl/96nTx9q3ry5ZB8iIk9PT+rVqxc5OjrK0hMRVapUSafnh8Fg6Igca/WPaswjymD8uYglniiNqkbjiRMnZOlHjRolO8mDKkzNxMQEkZGRknpV6Ji+vj4OHTokquU4DlWrVoWpqSm2bdsmeez379/zZSSaNGkimbRn7dq1cHJyQnh4uOT95DgOrVq1gr6+Pvr27SuZ5CYvLw9Tp07F8ePHRcPvVDx+/BgbNmyQXV9PoVCw2ncMxv84RUVFOn9Pi4qKMHjwYJ0ybAPA8OHDYWxsjFWrVsnOZJ6cnAxTU1Ns2rRJp7Hs7Oz4sGS5Wc3fv38vO7uuioiICP7/l7i4ONn9vnz5IlpeisFg/HHQHxWaS0TbiCiZiKJL/M6WiC4Q0av/+7OsnMGYIcpg/LmsXr1a9mRDVWLBw8NDVuiRqtC8o6Oj5L7Lu3fv8mFTFStWlJyUlCwTYGRkhPPnz4vqp0+fzuuHDh0qWeamU6dOgtC0bdu2aZ0IFhQU8PUMq1Wrhh07doje0+fPn/NZIokI7dq1w6VLl7Qe/969ezAyMoKdnR2+++473L59W3S/mmpfU926dTFlyhRcvXpVq4GsUCgwduxYdO3aFcuWLcONGzdEQ+MUCgXOnTuHp0+fyioVpFQq8eXLF0kdg8H4YyksLNTZeM3MzISvr6+ssN+SnDp1CteuXdOpT2pqKp/xVmovaUmio6MRGBio01gPHjwAEWHGjBk69WMwGH8df6Qh2oKIGpYyRFcQ0bT/+/s0IlouZzBmiDIYfy7169dXqzeoCaVSKTCe9u/fL9mnS5cuvF5qApCQkKCWTEKsrElWVpZAb25uLlqc/cmTJwK9h4eH1rIFgHoiESJCr169tO4FO3r0qFr5hQMHDmg12Esaxqrm7e2NI0eOaOwTFhamlghk3rx5Gr21RUVFarUMy5Qpgz59+mDHjh1ISkpS0/fo0YPXGhsbo1mzZpgyZQqOHz+OlJQUgf7OnTsoV64c9PT04OzsjLZt22LMmDEICwvD2bNn8ebNG4EhHh4eDjs7O9SuXRt+fn4ICAjA1KlTERYWhoMHD+LmzZuCUgdv377F+fPncenSJdy4cQN3797Fw4cP8ezZM7x69Qrv3r1DZmYmry8oKEBWVhZSUlLw8eNHvHnzBi9evMCjR49w584dXLt2DQ8fPtT4OWgiLy9PtBRESTiOQ2JiIq5du6bT/t/MzEydyjukpqbizZs3svUcx8n2iqt49+6dTvqUlBSd6hYrlUpkZWXJ1qvurS7oEuEBQPAcyYHjOJ32/ymVSp3rI/83IxRSUlJkRV6U5vec882bN2FmZqa1Jqs24uPjdV7cevv2LSpWrKjT88dgMP5a/jBDtPhY5FLKEH1JRA7/93cHInop5zjMEGUw5KNQKHD27FnZ+sTERBARQkJCJLXJyckCw8bV1VWy3luLFi14vYmJiehEWqFQwMDAQDBG3759RSc4Li4uasbWo0ePtOrr1q0r0FtbW+Py5csatYWFhbC3t1c7/sCBAzVOvjmOQ8uWLQV6fX19TJ48WePENScnR+38jY2N0a9fP41ZMzmOUytIT1RclD4mJkZNn5GRgTp16qjp3dzccOHCBTV9fn6+mvGqMvB//PFHtc/h5cuXqFq1qpqeiDB9+nS1yfe1a9dQvnx5jfquXbsKJpaFhYWYO3eu2vOgai4uLgIj69q1a3Bzc9OoJSrOEnrv3j1er1AocPDgQSxfvhzjx49Hv3790KpVK9SuXRs2NjYgIixfvlzt83r06BEOHDiAhQsXIiAgAI0aNUKZMmVARBg0aJDaPS15b+/evYv169dj8ODBcHNzg5OTk6gRVFhYiGvXrmHmzJlo1KgRjIyM8PLlS616oPgZuXfvHiZPngwXFxdZNVcLCgrwyy+/4Ouvv8aAAQMk9UBxHduxY8fC1dVVtlF27do1NGrUSDQjbEni4uLQoUMH7N27V5YeAM6ePSsrg6qKGzduoGfPnrL1HMdh0qRJskNIAWDGjBk6LSDExcXpFN6an58va1GwJMeOHdNJn5iYqJOhKfeZ2Llzp+xtHv+/pKeny9qWwWAw/nv82YZoRql/T5dzHGaIMhjyefv2LZo0aSJ70rB7924+dFZq8vDw4UPo6enBxMQEZcuWxYABAyQnEfXr14ehoSE/UV+xYoWovnLlyrzxMHDgQBw7dkzNG1eSkh7XqlWr4unTp6KerEWLFvF6MzMzUY8oUJzJt6RBs27dOlF9VFQU9PT0eP2wYcNE9SdPnhQc38HBQc1bWZK0tDSB8WpkZCTqBX779q2a8SeWmTgnJwfNmzdX89Jqy0r56dMnNGjQQKCvUKECnjx5olH/7t071K9fX81QXL9+vUb9nTt34Orqqqb/5ptv1J7xgoICLF68GKampmr6WrVqqRlAHz58wPDhwzUau2ZmZjh+/DivzcjIwNSpU2FlZaXV2B0zZozg+DExMQgODoa3tzeMjY3V9C1atFAzaN68eYMNGzage/fuamNVqVIF586dU7tHpY3Pkn1WrVql8b4CxcbkzJkzBYstAQEBos/f8+fPMXjwYP473bhxY8n9cy9fvuQXUMzNzXHkyBFRvUKhwJo1a/jyHPPnz5f0WhYUFGDixIkgIvTr1w/R0dGiegDYu3cvjI2N4evrq3FhpjRFRUUYOnQoiIr3yMvJ1Lp582YQEQ4dOoS3b99K6rOzs+Hh4YFhw4bJugYAWLBgAXx9fUXLy5Tk0aNHsLCwQHJyMtLS0mSNERoaigsXLsj2Qq5cuRIpKSmS96jk53rw4EFZx1Yhtbe+NEql8nd5ehkMxl/H/4whSkQjiOg+Ed2vUqXKX3LxDMY/gfj4ePzyyy+y/8N98eIFjh49irt370pOMiIjI3Hu3Dls3rxZtpdi6tSpuHjxIsLCwmSVN/Dz88OBAwcwZswYjV4+TccPDg5GYGAgzp49KzkRe/36NfT09DB48GAsWbJEMmROVRfv22+/hZ+fn+gkXcXgwYNhZmaGhg0bygp5VoXE1qlTB2PHjpW8hsjISBgaGqJChQpwdXWVDO+8desWTExMQESwsbHBqVOnRPUZGRl8uQcLCwv4+/uL6rOystC2bVveA2xlZSU6wf3y5Qu+/fZbgcG0fft2rfqcnBwEBwcL9G3atNGqf/36Ndq3b69m+GkrWfHy5Uv06dNHTa/JiEtPT8eyZctQsWJFNX39+vXV9M+ePcP48eP5hCyl27Nnz3jto0ePEBAQwHtYNbWSiwhFRUUICwtTMz5LtsqVKwvOR6FQ4PTp0+jSpQufjKt00/TMRkZGCkK3S7bhw4drvK8pKSkIDQ3ljVZVs7S01Pq9e/ToEby8vNTGOHz4sEY9UPwdVT2vqibm5eQ4DgsWLBDoTU1NRRe88vPz0atXL0Gf8PBwrXoAOH/+PL/IoaenB19fX9HFPqVSyRvshoaGMDExkfQex8TEwNjYGIaGhrC0tMSCBQtE9RzHoU2bNiAqXnz08vKSLGuVnZ0Na2truLu7o3z58jhz5oyoHihegAwMDESDBg0QGhoqqy6zg4MDQkJC0LJlS1nJ6mrUqIHjx4+jRYsWWLJkiayQW39/f+zcuROjR4/Gq1evJPURERG4desWxo4di927dyMjI0NyUYTjOKxbtw5r1qyR7f1nMBjF/NmGKAvNZTD+Zei6b0jXPW1RUVGyPBMlWbt2rU76/v37Iy8vT/a1fPz4Ef3795cdnvbbb7+hUqVKyMnJkd1n1apVCA0NlX3t+/btQ9myZWXXUk1NTYW7uzvWr18va4JXUFCAgIAAVK9eHcnJyZJ6juOwcOFC3siQs7fy119/haOjI/z8/CRr+nEch3379vHePm3h1yW5f/8+H5o8cOBA0UWH/Px8bNmyBbVq1QIRwc7OTrTurCp8snXr1rwhM2nSJI0h3gUFBThz5gyCgoIEBmzdunXVws45jsPz588RFhaGrl27qnlRS4fmnj59GoGBgfD09FQzEIkIrVq1EkQUvHr1Ch07dtRq6BobG6uFeebl5WHlypVaDerevXur7f3Ozc3FtGnTNHqnK1SooNHrynEcduzYAQsLC7U+EydO1Po5DBo0SE1fvXp1rUZDdnY2b7yVbJs3b9aoB4ozV5f+LDw8PESN3blz5wr0RkZGGj3gJa+/9FYAPz8/0cW1M2fOqBngd+7c0aoHivd3l+wTGBgo+i78+PGjQG9hYSG597j0to+goCAcO3ZMdJGt5HfDyMgIBw8exLp160TzCpSM3vj6668xatQo0Wu5desWH+FSvnx5ODs7y3rnqhZGxLaJMBgMdf5sQ3QlCZMVrZBzHGaIMhiM/ya6JGNRoWsCFF3DzDiOE3jT5CBV4qY0nz59Eg37LY1SqZQMXS7NsWPHcOnSJdn6tLQ0nbJepqenY/To0Tpl84yIiMDo0aNlaZVKJY4ePYomTZrITob0+vVrTJ8+HUOHDpXUFhUVISIiAt999x2cnJwkvTiFhYW4ceMG5s2bh2bNmmHkyJFatXl5ebh79y42btyI4cOHo2HDhrC1tVVbDFIoFHj37h0uXLiADRs2YPz48ejSpQtq1aoFIyMjzJ49m9dyHIejR49ixowZGDFiBHr37o1WrVqhXr16cHBwgLGxMcqVKycwTCIiIviM09pa6cWjzMxMPiO3plalShW1e/X582fBnvWSzcDAAGFhYWpGyefPn9G4cWONfdzc3DRmeo2Pj4eTk5Oa3tTUFPPnz9e46HLo0CGNY3h5eWk1FFXlq0o2ExMTBAQEaPT+FxUVadwz7u7ujq1bt2ocg+M4eHh4qPXx9vbWmkRqy5YtAq2ZmRm8vLwwf/58rUbfxYsX1cYIDg4WNRLNzMzU+sydO1erHoDAcDc0NJTM1JudnS3YajFr1ixRvYpRo0ahUaNGsrQMBuM/yDVE9Yq12tHT09tHRK2IqBwRJRHRXCI6RkS/EFEVInpPRN8CSBM9EBF5eXnh/v37UjIGg8FgMDSiUCjI0NBQth4A6enp6aTPy8sjc3Nz2X2USiUZGBjI1nMcR9nZ2VSmTBnZfXJzc3U6p8LCQsrNzSUbGxtZeoVCQQkJCVS5cmVZ9wsA5eTkEACysrIiIqKMjAxSKBSiTalUUoMGDUhfX58A0MmTJykpKYksLCzI0tKSLC0t+b+r/rSysiITExMiInr9+jV17tyZYmNjSU9PjxwdHcnFxYVvVatWJRcXF2revDkZGxsTEVFCQgK1a9eOnj17RsbGxlSrVi2qU6cO1a1bl2/Vq1cXPFfZ2dnUokULevTokeC63dzcqEOHDtShQwdq0aIFmZqa8v/2+PFjatq0KeXm5vK/s7e3p+7du1OPHj3Iz8+Pvw4VyQ421EgAACAASURBVMnJVLt2bUpPT+d/Z2BgQH379qWJEydSw4YN1e79pk2baOTIkYLflS1blqZMmUIhISFkYWGh1ufGjRvk6+sr+F1gYCCtXbtW63P4zTff0OHDhwW/69y5M+3fv58sLS019lmzZg1NnDhRMMaWLVtIX19fox6A2r81adKErl+/Lvo979atG508eZKIiMaNG0dr167VqlVRs2ZNev36NRkYGNC7d+/IyclJss+2bduI4zgaNmyYpJbBYPwHPT29KABekkI51uof1ZhHlMFgMBgMxu9B5bW+cOECXr16JSu0kuM47Nq1C4cOHcKLFy8ks4MDxR5HVe1hKysr9OzZE+Hh4aJhqcnJyXxt5lq1amHq1Km4ffu2ZIh+SW+wlZUVJkyYILqtISsrS5CUysLCArNmzZLcX+7v78/3cXBwwMmTJ0X1hYWFaiHJoaGhknvxBw8ezOv9/f0l9Xl5eYIxrKysZGUmHjBgAB9mK7d0Uu/evUFUnCdALq9fv5a1L5bBYAghmR5R+cvKDAbjX01kZCQ1adJEtj4+Pp4cHR0ldQBIoVCQkZGRrOMWFRVRUVGRTt4hBoPx90dfX5969OihUx89PT0KCAjQqc/27dvJ09OTpk6dSj4+PpLvJoVCQatXr6bRo0dT9+7dqXbt2rLGOXfuHO3du5ccHR1p3LhxNHz4cEkv+YoVKygpKYlMTExozJgxNG3aNCpfvrxon8TERN6zGRAQQGFhYWRrayva5+bNm5SdnU1Exfc9LCyMgoODJa/p8ePHRFTssdy5c6dkpEBeXp7g5/Xr11O1atUkx1Hdp8WLF8v2+nt6etLhw4dlXYeK6tWry9YyGIzfgRxr9Y9qzCPKYPxvoctKr6enp+wSAQAQEBAgu4D92LFjZZ8Lx3H49ttvER8fL0svlvBC07G1lSthMBiMP4ovX76gZ8+e2LVrl+zM6B8+fIC1tTVGjhypU/3ThQsXokKFCpLldkoyZcoUEBVnRpbKzq2isLAQxsbGaNu2raykZUDxPlwq4UGVm0hu2rRpaNCggaTHtSQnTpyAh4eHzon3GAyG7pBMj6jmoH0Gg/G3AwDdunVLpz4LFixQJSCTJDExkUJCQmQfOzc3lwYOHEgcx0lqi4qKyM/Pj1JSUiS1enp6ZG9vT97e3vTgwQNJ/d27d2nMmDGUlia5jZ309PTozJkz1KVLF3r69Kmknojo1atXpFQqZWmLioro7du3srQMBuOfi4GBAR0+fJgCAgL4vaxSREdH04MHD+inn36Stb+RqNhbm56eTtHR0dSzZ0/Z53fmzBlydHSkGzduUOfOnWX1efnyJTVu3JiOHTsm2Dsrhmo/bZUqVWjjxo2y93NbW1vTunXrdNqb7enpScHBwTrtGWcwGH8uzBBlMP4hJCYm0pw5c3Tqs2PHDrp+/bosrbGxMe3Zs4cOHjwoS29lZUUXLlyg5cuXS2r9/Pzo3r171KxZM4qLi5PUd+3aleLj48nX15eOHDkiqm3ZsiU9ePCAXF1dafPmzZKGcWhoKD169Ig8PT0pMDCQ3r9/L6rPzc2lWrVq0eLFiykxMVFUa2RkRJs3byZvb29as2YNffz4UVRPRHTnzh06fvw4ZWVlSWqJikOi5Rj/DAbjv4epqanOBlGHDh10DhXV19en1atXS4bvluTDhw9kbGxMd+7cIU9PT53GOnXqlE7bJvLy8khfX592794tO8SWiGjAgAHUvHlz2XoiosqVK+scps1gMP5k5LhN/6jGQnMZjD+Pc+fOgYhklwJJTEwEUXEtQDlUq1YNRARbW1skJCRI6kNCQvhyCppqB5YkNTWVD8+qWLGiZM22/Px8Qc3BJUuWiIZbnTp1itc2atRIst7e5s2bBWUUJk+eLBqWvGjRIr6MQJ8+fXD58mWt51NUVIRWrVrxx/f19cX69eu11rpUJU4xNDSEr68vFi5ciLt372oNSbt58yYcHR3h6+uLsWPHYufOnYiOjtaqf/XqFYYPH44FCxZg3759iIqKEq03mpaWhpiYGKSkpOgUFsdgMP4exMbG/mUJeu7cuYOZM2f+JWMxGIy/Dvoj64j+UY0ZogzGn8eKFStARBg1apQs/YULF0BE0NfXF83SqKJWrVq88dSxY0fJfTYzZ87k9ZUrV8bnz59F9fXr1+f11tbWuHz5sqi+Z8+egmyLgwYN0ppFk+M4wfHp/wqtJycna9QXFRWhdu3aAr2NjQ1WrFih0fgqKiqCt7e3Wm3CdevWaczSmZiYCAcHB4FeX18f7du315iZMzs7Gw0bNhTo7ezs0LdvX411SyMjI1GmTBm1GoA+Pj7YvXu3mv7GjRsoW7asQO/g4IAWLVpg3rx5gsyfRUVFmDZtmuC+VK9eHd7e3ujQoQNGjRolmMSmp6cjKCgIdevWRYMGDdC4cWM0b94cfn5+6NChA7p37y6oAchxHC5duoTdu3cjPDwca9aswcKFCzFt2jSEhIQgKCgIZ86cUft8MzMzERMTg8uXL2Pv3r1YvXo1Jk+ejICAACxZskTj56yisLAQMTExOHr0KJYsWYJJkyahsLBQtE9+fj7u3LmDdevWYdCgQbL27CmVSty9excLFy7ElStXJPVAcTbW8PBwhIeHy9JzHIfbt29j4cKFsvQAkJGRgWXLlsmumctxHPbv34+oqCjZY3z69Annz5+Xrc/JycHevXtl6wHg+vXrOu3/e/z4sU773ouKihATE6PTOX38+FEnvdx99SqksvL+/+r/bD59+iT5XWMwGH8/mCHKYPzNUSqVkkXvSxIQEAAigrm5uax09mvWrOGNiSlTpkjq3d3deX21atW0Fk5XsXz5cl7v6OiIoUOHik4SJ0yYwOtr1qyJCRMmiHrmShaBNzY2xvTp00U9naULzU+bNk10Unn48GGBvkePHoiLi9Oqf/HiBUxNTXm9q6uraOKj69evw8DAQHAN165d06pPSEhAlSpVBOc0e/ZsrRPLe/fuwcbGRqBv166d1vIVz58/Vzt+uXLltJasOH78uJqxS0Q4fvy4mlahUGD58uUwMjJS03/33Xdqz0VCQgL/PJdu7u7uggRUHMdh9+7dqFSpkka9qakpnj59qnb8WbNmoWfPnnBzc1M7rx9++EGg5zgOsbGx2LVrF4KDg+Ht7Q1jY2Ne36tXL60JZxISErB9+3b069cP5cqVAxHB3t5edGEmNTUVmzdvRtu2bflnRGphJisrCxs3boSnpyeICHPmzJEsVZKYmIhp06bB2toajRs3lpU05+rVq2jUqBH09fWRkpIiqVcqldi0aRNsbGywfft2WYbi48eP4ebmhhEjRsj2um/YsAEVKlSQbYjeu3cPtra2eP/+vSy9UqnEwIEDsXr1all6ADh27BhGjBghW5+amgpvb2/ZegBYsmSJ1gU1TRw5cgR3797VaYyHDx/qpJd7T1VwHMcSCDEY/zCYIcpg/M1ZtWoViAjHjh2TpZ86dSo6duyItWvXIjo6WlK/YsUKBAUFYeTIkbKyKfr4+OCbb75B48aN8fHjR8mV9Y0bN6JTp05wcnLC4cOHJY9/6tQpmJmZwcnJCZMnT5bUq0KLXVxcUL9+fcnJmFKpRJ06dWBubg5zc3PcunVLVM9xHBo3bgwigpGRkSxjfe3atbxx4uHhITmxX716Na83NDTEvXv3RPXPnj0TGH+zZ88W1UdFRcHW1pbX16lTR3RiHx8fDw8PD4FR9vjxY636N2/eoEGDBgL9nDlztOofPXqEevXqCfS1atXSOgm9evWqml7bOeXm5mLFihVqnl0iwowZM9T0sbGxGD16tGDxQNVq1Kgh0KakpGDp0qWoXr26RmOXiATeQY7jcOTIETUvfMk2depUwRifP3/G1q1b0b59e8EChaq5uLhovEcPHz7EyJEjYWlpqdZHm8ERFxeH7777TnDtenp6mDhxokY9ULxQ0bVrV4He2dlZq17Vx9fXl+9jZWWF27dva9VzHIcffvgBJiYmICKUKVMGEyZMEB2joKAAI0eOBFFxGL2cTKo3btyAtbU1/1mLnZPqvEaMGMEvMMl5P71+/RplypRB1apV0b59e8ns3RzHoUePHiAidOnSRXI7A1DsLbeyssKgQYOwaNEiST0ANGvWDL169cKIESNkeYO/fPkCBwcH/Pzzz5LvTBUNGjTArVu3sHnzZlnezo8fP2LZsmX49ddfZRuxhw8fxvv373Hjxg3ZGXqfPHmC+/fva90GoYns7GzExMTo5DlnMBjMEGUw/vbcuXMHnTp1Qmxs7H/7VAAU7yXUZdX65cuXKCgokN0nMzMTa9asEfWClmbEiBFIT0+XHdq1Z88eLF26VFYoMgBcuXIFPj4+iI6OlnUdSqUSLVu2xMaNG2WNwXEcevfuje7du8sO1bx8+TKMjIzw888/Izc3V1L/6NEj2NnZoV+/foiMjJTUZ2Rk4Ouvv4alpSUOHDggqc/NzcWwYcNARAgMDJS87vz8fEyePBl6enqoU6cOjh49KqovKirC999/zxsOISEhoosg6enpmDlzJszNzUFE8PHxEZ1AJycnY/78+Shfvjy/6PD9999r1CqVSly6dAn9+/fnjSUigp+fn8bJ7fv37xEWFoaWLVtCX1+f19vb2+PgwYMCbWxsLH744Qd0796dv9aSrX///mrXGRISIvDMlmzVqlVTC52Njo7GwIEDNRq6BgYGGkOYP336hBEjRgjOX9Xc3Nzw5csXtT75+fmYO3eumqfZwsJC66JXSkqKwNBVtc6dO2vUA0BSUhKaN28u0Nva2uLFixda+0RERPDPhqqJGZYcxyE0NFRtUUDM+MnNzeU906q2c+dOrXoACA8PF+hbtmwpqgeAcePGCRYGpPbWR0ZGCsYIDAyUHOPIkSO8vmzZspJ7RzMzM/nvERFh3rx5kmM8efIERMXRCzVq1MDFixclQ5rr16/P5y2YNm0a1qxZI/mOdnd3h4WFBRo3bqwW9aCNnj17wsjISPI9xWAwhDBDlMFg/O3QNTxLKvRQkz41NVWnPrrsgwOAt2/fyq5xChRP3Hbt2qXTGHv27NEpmciTJ0+wfv162fr8/HwEBQXpdE7btm2TvY8RKPZ2tm/fXrb+06dPGDhwoJoBJ6YPDg5Gly5dZOlzc3MRHh4OV1dXWaGLnz9/xrp161CvXj0MHz5cUp+UlIRNmzahQ4cOsLS0FH1GioqKEBkZiUWLFqFVq1YwNjbW6vEqKCjAgwcPsHnzZowcORJeXl4wNjZG5cqVBc8Ix3GIiYnBiRMnsHr1aowePRpt27aFi4sL9PT0QETYsWOH4NhPnjxBt27dUK9ePVSsWBGGhoYCQ6ZZs2ZqXv8rV64I9pOXbPr6+jhx4oTaNURERKjtmVa1Pn36aFxoioqKQuXKldX01tbWuHjxosZ7dfr0acECgqqNHj1ao2HJcZxgP7SqVa1aFVevXtU4BgAEBQUJ9Hp6ehg1apTWz/zFixcwMzMT9GnQoAGOHz+uddHl3bt3gkUIQ0NDdOnSRXSx6dtvvxWMUbduXUybNk30XTJkyBBBH0dHR9F34s2bNwV6MzMzeHh4iHohr1y5IugjJ0y8Xbt2Ohn6ANC+fXv+XoltsyjJjh07QEQ6hT8zGAz5hqhesfavwcvLC/fv3//LxmMwGAxGMQB0Khehq56ouGahoaGhbH1ubq5OpR5+T59Pnz6Rg4ODbD3HcZSWlkblypWTpQdAL168oDp16sgeIyMjg3Jzc6lSpUqy9Lm5ufTkyRNq0qSJLH1hYSE9e/aM7OzsqEqVKpL6goICiouLo6SkJGrZsqVWHQDKzMyklJQUvnl6epKLiwv/7x8/fqTCwkIqKirS2AwNDcnX15c/5q+//krr168nMzMzsrCwIAsLC7K0tOT/bmFhQX5+foKyJfv376fQ0FCysbEhBwcHqlSpEv9npUqVyNnZmZo2bSp4fo8cOUL+/v5UVFRERESGhobk5uZGnp6e5OnpSd26dSNXV1fB9S5YsIDmzp3L/1y2bFny8fGhpk2bUrNmzahly5Zq35Gff/6Zhg4dKvhdw4YNyd/fn/z9/aly5cpq997Hx4cePnzI/87U1JR69+5NQUFB1LJlS9LXV6+0N3jwYNq5cyf/s4uLCy1evJj8/f016uPi4qhGjRqC0k7169enzZs3k5eXl5qeiEipVFLFihUpNTWViIicnJzo+PHj1LBhQ416IqLw8HAaNWoU/3PFihXp+vXrVKNGDa19jh49Sr169SIiIjs7O3rw4IHkcxsQEEB79uwhouL6oA8ePNB43SUZNWoUhYeHU2BgIG3btk1Uq+LLly/UqlUrYnNXBkM39PT0ogBofrmURI61+kc15hFlMBgMBoPxe+E4DllZWTpFT5w7dw5t27bFuHHjsH37djx8+FBrhm0Vq1atQt26dTFs2DBs27YNL168kNwX//DhQ37fbe3atTF//ny8fPlStM+kSZN4r56Xlxc2bNggmWzuyZMnvBfbzs4O33//veT1jB07VuClXLFiheSWhmvXrvF9mjRpgk+fPonqASA4OFgQJl06UZgmtmzZwnuOz549K6kHgPHjx/PjyM3GvGzZMujr6+uUBBCAqPebwWBohmR6ROUvXTMYDAaDwWD8F9HT0yMrKyud+rRv357at28vW89xHAUFBdHEiRNl98nIyKDJkyfTuHHjyN/fnzw8PCQjCi5evEjbt2+nsWPH0tChQ8nDw0PWWDNmzCBTU1MaP348TZkyhcqUKSN5blu3biUiorZt29JPP/1E1apVkxznxIkTREQ0aNAgCg8PJ1NTU8k+T58+JSIiS0tLOnfuHLm7u0v2SUtLIyKi2bNnU4cOHST1REQVKlQgIqI2bdpQu3btZPWpWrUq9e/fX9Q7q4kWLVropGcwGPJhhiiDwZANZIZr5uTkkIWFhezjchxHenp6OoeCMhgMxh+Nvr4+2djY6NTHyMiIfv31V53eYWZmZvTx40cyMTGR3ef27dvk4OBAr1+/lh3avWnTJjIxMaENGzZQQECArHMEQKdOnaKVK1fSxIkTZfeJjo4mU1NTOnXqFDVq1EjW+X3+/JnatGlDc+bMkaUnIipfvjwREa1YsUJ2n+rVq9PMmTNl6xkMxp+PeEA9g8H4x3L//n1KSUmRrQdAhw8flqV9+/atThMEpVJJy5Ytk629deuW7GMXFRVRdHS0bD2DwWDoioWFhc4Lac2aNdPJCCUq3m+6adMm2UZoUVERZWZmUkxMDA0cOFD2OSYkJNCqVato0qRJsvskJiZSZmYmHT58WHSvcWnMzc1p7969ZGBgILtPhQoVaMCAAdSgQQPZfRo2bEi1a9eWrWcwGH8+LFkRg/Ev5eDBg3T58mXasGGDLH1OTg7Vrl2bXr58KZkspqCggCwsLOinn36iYcOGyTq+t7c3denSRdaq+JAhQ8jGxoaWLl1KZmZmkvqAgACqWLEizZs3jywtLUW1nz59ot27d9Pw4cNleUWioqIoLS2NWrduLZksg6g4kYyRkRHz/jIYjD8duVEsfwQRERGUmppKffv21anf70la9ujRI7KxseETZTEYjP8t5CYrYh5RBuMfhC6ewrS0NAoPD6dnz57J0mdmZtLHjx9p5cqVkloTExOqXr06jRw5UrYX9auvvqK5c+fS4sWLJbUjR46ksLAwatiwId27d09SP3HiRFq9ejW5ubnRsWPHSGwBzsHBgRITE6ly5co0adIk+vjxo+ixPT09ad68eVS1alWaN28evXv3TlRfWFhIvXv3pvHjx9PVq1dJoVCI6l++fEmTJ0+mQ4cO0adPn0S1quPfvHmTMjIyJLUMBuOfzV+54NWsWTOdjVAi0tkIJSrO+MuMUAbj7w/ziDIY/yA6depE4eHhaiUCNLF06VKaMWMGdejQgc6ePSupf/78OdWtW5fMzMzo5cuXkmP07NmTjh07RsbGxnT69Glq06aNqH7Lli00fPhwIiJatmwZTZ06VasWAHl6etLTp0/JwMCAZs6cSbNmzSIjIyOtfdq1a0cXLlwgIqKuXbvSDz/8QM7Ozhq1X758ITc3N/r48SMZGhrSgAEDaMqUKVpLdMTFxVH9+vUpKyuLiIhat25NQ4cOpZ49e2r02L57944aNWpEqampZGtrS126dKHu3btT+/btNe6t3blzJw0ePJiIiss0NGvWjJo1a0ZNmzYld3d3tZC2AwcO0MCBA8nBwYE8PDwErWbNmoISK/n5+TRt2jS6ffs2OTk5UeXKlQV/VqlSRfBZA6CDBw/S69evqUyZMlSmTBmytrYW/Fm5cmXBZ/Hq1SvKycnh9wGX3A+sp6dHjo6Oot5nAJSfn09ZWVmUmZlJZmZmsp5xjuMoOTmZMjIyZIfkFRQUUGxsLLm5uckuRRMfH08WFhay9xXm5ORQWlqarGsgKr6O9+/f6zTx/vjxIzk6Oso2RLKzs0lfX1/23m78XykXXfZSZmZmSibWKUlBQYFOoatKpbI4C6MOJYQ4jpMVyaBCVw/jX+mRZDAYjP8VWPkWBuNfRkFBAczNzbF69WpZ+smTJ/Pp7+WkzL916xav79evn6R+xowZvN7CwgJ37twR1T948EBQoHzlypWi+vXr1wv0nTp1wpcvX7TqL168KNA7OzvjyZMnWvVHjx4V6MuVK4cLFy5o1e/Zs0egt7S0xJIlS7SWmbh69SoMDQ0FfQYNGoS8vDyN+o0bNwq0RITWrVvj/fv3GvUnTpyAiYmJQO/g4KCxFIFSqcTs2bPVjm9sbIw9e/ao6fPy8jBmzBg1PRFhzJgxamUu3rx5g1atWmnUN27cGFlZWQL9s2fP0L59e1StWhV2dnYwMjLi9WXLlkVsbKxAn5qairVr12LChAno06cPmjZtCmdnZ/7+7t+/X+0asrKycPfuXezYsQNTp05Ft27dUKNGDejr6yMoKEjjPQWAwsJC3L9/H+vWrYO/vz+qVKkCV1dXFBQUaO2jUChw9+5dLFq0CC1btoSpqalkWQuO4/Do0SNMnToVzs7O2Lhxo6geKH4HHDx4EO3atUPXrl0l9QCQkpKC2bNno1q1apLlPFRcv34dzZo1w5UrV2TpMzIyEBISggULFsjSA8CVK1fQt29f2frU1FS0a9dOsoxJScLDw2WXCwGA2NhYbNiwQba+sLBQp2sGgPPnz0uWiSnJ27dvJUvElCY1NVUnfXZ2tk56BoPBIJnlW5ghymD8jxIREQFvb29RY6kk169fh5WVFTp16iRLHxT0/9h777gorv3//7WAVEGRAAqI2BuWiBU7duWqsSR2E0vQXPXGXq+JmhCNRo0ajS1GY4kteqOxG0yMDYkVRQEVC0jvZWF35/X7wy/7c8OWs/nceJN7z/PxmIcmj+d7zpnZmXHe55w5Zyw9PDzYsGFDrly50qJ//Phxenh4EADnzJnD5ORks/7OnTv1icCnn37KBw8emPWLi4tpb29PGxsbduvWjTExMWbXCszJyaGLiwsB0MfHx2wiQL54sQ8KCtInNCIv0X379tX78+bNs+iPGDFC79erV48ajcasv3HjRoOk7+bNm2b9FStWGCRx4eHhZv0zZ87Q2dnZIOkzd06//fZb/TqIAOjm5sbo6GiT/oEDB1ihQgWDOq1du9aoq9PpuH79ev1vVrp17tzZqJ+dnc1p06aVSda9vb157969Mv6tW7f4xhtvlEl0y5Urx40bNxq4JSUl3LBhA2vXrm00Oe7Xr1+Z/Z8+fZqdOnWik5NTGb9WrVpl1iZMTEzkpk2bOGjQILq7uxv4rq6u3LZtm9HjjouL4+LFi1m/fn2DGHPJ8b179zhjxgx6enrq/aCgILP33NOnT/n+++/rrw8/Pz/u3bvXpE++OMehoaH6MmbPnm3WVxSF3377LatUqUIA7NWrFx8/fmw2Rq1Wc9asWVSpVGzcuDGPHDli1ifJX3/9ldWqVaO9vT1Xr15t0VcUhQsXLiQAhoWFMSkpyWJMQkICq1atyn79+vHHH38UKmPcuHH08/Pjnj17LPokmZyczNdee43ffPMNMzMzhcro2bMnFy9ezKtXrwqV8fz5c/bt27dMY445+vbty4SEBBYWFgr5V69e5bVr15idnS3kK4rCy5cvW9WIkJycTJ1OZ9V6sr+HP3r/Esl/KzIRlUj+4mzYsMGqBb7VajVTUlJM9qj9llu3bvHJkydCLzzkixfk5ORkxsfHC/3jfP36de7YsYNnz54VbuGfMmUKL168KPwCM378eC5fvpyXLl0S8vft28fQ0FBu2bJF6BgeP35MFxcXLliwwGLiTb5IjqtXr86+ffty3759QnWaNGkSPTw8OHfuXKHztGjRIgJgt27djCZkv+WXX36hm5sb69Spw88//9yiHxkZqU8c3njjDYvJ9IMHD9iiRQt98h0REWHWf/ToEUNCQvSJ7tSpU836MTEx7Nmzp0HSZ67nOyoqir1799b7lSpV4vbt2426Op2Ohw8fZvv27fW+SqViaGioybp/+OGHDAgIKJNY/jYRVavVPHr0KEePHs2KFSsa+La2tly0aJGBX1RUxMWLF9PNzc1ocuzv71+mPidOnDCo+2+3s2fPlomJjY3l2LFjDXqZS7fhw4ebPO6RI0dSpVIZ+HZ2diafN7GxsezWrVuZMjZv3mzUJ8no6Gg2bdrUwG/btq1JnyS3b99u0HgCwGySpdFoOHbsWAPfUiNTYmIia9asqferVq1qsff4o48+MijjxIkTZn1FUfi3v/1N7w8aNMisT75oOCr1K1asaDHJJ6kf+VCuXDmuWrXKoh8dHa3ff+PGjYX+fVmzZg2rVq1KFxcXnjlzxqKfn5/PihUrsmHDhhw2bBh1Op3F87t161Z26tSJ/v7+jIyM5LNnzyyWs2jRIoaEhHDixIlmR7e8zKhRo9irVy+TI08kEolxZCIqkfwXkJGR8Z+uwu/m97Qka7Vaq/yEhASrhrFpxGSuQQAAIABJREFUtVrhHuZSvvvuO6v8S5cuGU0ATFFSUsKFCxcK+4qicObMmbx+/bpwzK+//sp//OMfwv6zZ88YFBTEnJwcIb+4uJjvv/++8DBERVH45Zdfsm7dusL+kSNHWKtWLeHf4+LFi+zSpQu7desm5EdGRvKtt96ira0t4+Pjzbo6nY4REREcPXo0nZ2d+f7775v1i4uLeezYMY4ZM4aVKlWip6cnCwoKjLoajYaRkZFctmwZe/bsqe9B/uqrr8q4iqLw0aNH3Lt3L6dPn8527drpe2zbtGlT5t548uQJZ8+ezf79+zMwMNAggVOpVLxw4UKZ/W/dupW+vr5GE91hw4aVqVNRURE/+OCDMsPCSxseHj58aPR8fv7550ZjTCWJxcXFRoeH16hRg2lpaUZj8vPzDRopRJLjlJQU1qtXz8Bv2bKlyTJIcseOHWV65b///nuTPklu2bLFICYkJIR37twx6WdlZdHb29ugMeTbb781OzKksLBQP6oFANu3b2+xwWzBggV6393dnZMnT+ajR4/MxowaNUofExAQwJ07d5r1ExMT9b6DgwPr1Klj8d++l8+xp6en0HDjpUuX6mMs3eOlDBgwgMHBwbJnVCKxEtFEVE5WJJFIJP9myD92QhOS0Gg0sLe3F46xduKXwsJC2NjYwNHRUTgmNTUVXl5ewv7jx4/h5+cnvH5gcXExEhISULduXeEyLl26hNatWwuf34SEBBQUFKBhw4ZCfl5eHs6cOYP+/fsLlaHRaBAREQF/f3+hCZQ0Gg2ioqIQGxurn7DKHFqtFnfu3EFkZCRCQkJQs2ZNk66iKHj+/Dni4+MRHx8PlUqFMWPGmKxHWloaUlJSkJycrP9z+PDhBpMu3bt3D/fu3YNarUZRURHUarV+KyoqQs2aNQ2OQ1EUrF+/HufOnYOjoyMcHBzg4OBg8PewsDBUqVJFH5OUlITBgwfj4sWLqFixIry8vAy29u3bY9iwYQb1T0tLQ58+ffSzbDs5OaFWrVqoXbs26tSpg2nTpsHT09MgJjMzEyEhIbh586b+/1WrVg3BwcF44403MHjw4DLn6ezZs+jZs6fBbNiNGjVCjx49MGvWrDJlAC/WXW7SpAny8/MBAOXKlcOAAQMwceJEk+txTpw4EV9++aX+vz08PPD3v/8dU6ZMgYeHh9GYTZs2ISwsTP/f7777LpYtW2ZywimSqFOnDuLj4wEAjo6O2LBhA95++22jfimBgYH62dhnz56NTz75xOy9ce/ePdSvXx8AYGtri/Pnz6NNmzZmy/j2228xdOhQAMCuXbvK/N7GOHfuHDp37oxOnTohIiLCog8A//jHP9CvXz+EhIQI+RKJ5AWikxXJRFQikUgkEslfhqdPn8LGxgaenp5CjTE6nQ6bN28GANSpUwe1a9eGr6+v2dlyc3Nz0adPH2g0GgQHByM4OBht2rSBr6+vyZjo6Gi0bdsWDg4O6NatG7p3745u3brBx8fHbN06d+6M8+fPo2bNmnj33Xfx9ttvm23QuXjxItq2bQsAqFGjBqZNm4Z33nnH7DIoiqIgMDAQMTExqF27NjZv3mwyyS0lKioKLVq0AADUqlULBw4cQJMmTczG5Ofno0KFClAUBbNmzcLSpUstNtBcuXIFrVu3BgAsW7YMs2bNMusDwMGDBzFo0CD06NEDx48fF2oEKq3b9u3bMWLECIs+AERGRqJly5ZCrkQi+f8RTUTF5ziXSCQSiUQi+Q8juuxNKba2tpgwYYJVMRqNBqdOnTK6/JIxFEXBrVu3EBERgaZNmwovCbN27Vp4eXnh9OnTCAkJsRin0WgQFhaGFi1aYObMmRgwYIDQiIKTJ08iNjYWc+fOxT//+U+h49qzZw8AYMCAAfjqq6+Elt65ceMGFEXBjBkzhJJQAPplr3r16oUZM2ZY9IEXvcZOTk7YsGGD8GiH8uXLo3379hg4cKCQD0AmoRLJH4zsEZVIJBKJRCL5D5CZmYlKlSoJ+5GRkSgqKkKHDh2sGs4/b948vPXWWxZ7NEtRFAU1a9bE5MmTMXXqVOGyPv/8czx58gQrVqwQjjl48CCmTJmCGzduGB26bIzjx4/jzp07wolrKdeuXUOzZs2sipFIJNYjh+ZKJJJ/K9Z+xyiRSCSS/zwkoSiK8LfYABAfH4/k5GS0a9fOqrIuX76MVq1aWfVvxfbt2xEQEGBxqPDLPHnyBD4+PrCzkwP7JJI/IzIRlUgkFikoKICLi4uQu2/fPvTt21d48ppr167B19cX3t7eFt2rV6+iQoUKqFOnjtC+09LS4OjoCFdXV4suSeTm5goNK5NIJBLJqyU3Nxdubm7/6WpIJJJ/I6KJqNhHDBKJ5C9BYWGhVf7SpUsNZnc0x6NHj/D+++8L71un02HQoEEoKSmx6NaqVQvt2rXDsWPHhPbt5uaGbt264dKlSxZdlUqFTz/9FB988AFycnIs+iSxYcMGXLlyBSINdYqi4NChQ8jIyBCqu0ajETonEolE8r+ATEIlkv9dZCIqkfwX8cknn1jlHzt2DN99952Q6+7ujo0bN2LXrl1CfpUqVfDLL78IJa/u7u5o1qwZQkNDER4ebjEBdHBwQHBwMNq3b49FixZZTKanTp2Kzz//HNWrV8fSpUtRUFBg0lWpVAgJCUGnTp3QokULfPXVVygqKjLp29jYwMXFBT4+PujVqxe+/vprZGdnm/Tt7OwwY8YMdOnSBYsWLcK5c+egVqvN1n/r1q2YNGkStm3bhtu3b5s9XpLYt28f9u3bh6tXryIjI8Pi+czMzERBQYFQ4i2RSCQSiUTy70AOzZVI/kvQ6XSoUKECrl69ql+TzRyKosDV1RUNGzbElStXLH7Ts3//frz55ptwcXERKqOkpES/buWmTZswfvx4s/7La9wNGjQI27ZtQ/ny5U36d+7cQWBgIACgTZs22LlzJ2rUqGHSX758uX5ZAG9vb8ybNw9hYWEm19ZcuXIlpk+fDuBFojxmzBhMmTIF/v7+Rv0lS5Zg4cKFAAB7e3v06NEDkyZNQvfu3cu4Wq0Wb731lr4RwN7eHq1atcLAgQMxZcqUMr+FoiiYMGGCfgkKJycnNGnSBK1bt8aiRYvK9Cikpqaib9++uHLlCgDA1dUVNWrUQPXq1bFkyRL9eSvl4cOHGDBgAO7fv4/XXnsNr732Gjw8PPDaa69h8ODBZWaZjIqKwnvvvYfMzEw4OTkZbI0aNcLSpUsNvkfLysrCtm3bkJeXh+LiYv26ksXFxVCpVFixYoXBWoa5ubn4+eefkZWVpd+ys7P1f581a5Z++YqXIYnMzEw8evQICQkJ+i0oKAjvvPOO0d8NAIqKihATE4Pbt2/j9u3b0Gg0WLVqldkZTHU6HWJiYnD58mVcvXoVS5YssbiGqkajwS+//IIffvgB/fv3F/r+LiUlBYcPH4ZWq8Xf//53iz5JXLp0CSdOnMCiRYuEvtXLyMjAl19+ibffftvs8iQvl3HixAk4OzsLf9eXmJiIn376SWi9R+DFNb97927hZTaAF9elr6+vwZqj5igqKsL9+/fRtGlT4TJu3LhhlZ+SkiL0eUIparUaJSUlVvUSKooiPEsvIL/3l0gkfzyiQ3NB8pVtQUFBlEgkYjx79oyrV69mUVGRkH/v3j0C4KRJk4T8hIQEAiAA/vzzzxb906dPEwDLlSvHkSNHUqPRWIzx8PAgAAYFBfHhw4dm3eTkZKpUKgJgmzZteOrUKYv7b926NQHQw8ODW7dupaIoJt2ioiIGBAToj3nz5s1Uq9Umfa1Wy7Zt2+r9sLAws7+FTqdj79699X6jRo2Ym5tr0ler1ezSpYved3Z25t27d83uf8KECXofANeuXWvSLygo4IABAwz80NBQk35hYSHffvttA9/T05NJSUlG/fT0dL7xxhsGPgAeOnTIqH/79m22a9eujD9+/Hij/vHjx1m/fv0yft26dZmenl7GP3ToEP39/cv4tra2PH/+fBk/IiKCgwYNYt26dWljY2MQM3/+/DJ+Tk4Ojx49ygULFrBLly50dXXV+8HBwczKyjJ6HCkpKfz66685ePBgurm5EQDd3NwYHR1t1CfJp0+f8vPPP2eHDh30dVu9erVJnyRzc3O5YcMGNm7cmAA4ZMgQs9cf+eKZMWHCBDo5OdHX15cPHjww65PkL7/8wvbt2xMAjxw5YtEvLi7msmXL6OLiwqlTp7KgoMBiTFxcHDt27MhmzZoxOTnZoq8oCtetW0d7e3veu3fPok+SSUlJbNmyJVeuXMni4mKhMj788EMOHjzY4nktJTU1lQ0aNBB+hiuKwlGjRvHMmTPU6XRCMc+ePeOnn35q9tn32zIWLlwo7JPktWvXhH63UnQ6HR89eiTskxQ+RxKJ5K8BgCgK5IYyEZVI/qQsWrSIALhjxw4hPzY2luvXr+fFixeF/e3bt/PIkSMmk42XiYqK4pw5c7h48WLhl5h3332XCxYsEH4p6dixI4cOHcrjx48L+Vu2bGHr1q05c+ZMoTp9++23rFChArt27crU1FSLflxcHJ2cnFi9enWeOHHCop+RkcGAgAB6enrynXfesejn5uayRYsWBMAaNWqYTGZKURSF7733HgHQycmJ+/fvN+vrdDpOnz5dn5D179/f4v43bdpEe3t7fRnGkr6X/c2bN9PZ2VmflG3atMlsfbZu3cpKlSrp/Y4dO5r0NRoN161bZ+AD4NOnT436OTk5DA8P1zeAlG5Lly416l+7do1vv/22/nhLt8aNG5dxtVotjx07xkGDBrFcuXJlEt7bt28b+MXFxVy6dCnLly9fxgXAOXPmlCnj0qVLRpN1APT39zd6DLdu3eLEiRMNEmNzDUyKojAiIoKhoaFl/LCwMKNlkOSNGzfYp08fA9/Nzc1swnTixAnWqVPHIOb777836Wu1Wq5cuZJOTk56/6233jLpky9+8zfffNOgQScnJ8dsTFRUFH19fQmAKpXK4jNWURTOnDmTAGhnZ8cePXqY9UkyLy9Pf297eXkxISHBYsyqVasIgBUrVrTY8FDKoEGDWKVKFXbt2lUomTt27BhVKhVbtmzJyMhIoTLGjh3Lzp07Cyew0dHRbNu2LUeOHCl03CQ5ceJEzp8/nwcOHBDyk5OTuW7dOs6bN4/5+flCjQnff/89V69ezevXrws3JsTGxnLZsmUWrymJRGKITEQlkr84mZmZXLduHbOzs//TVSFJ4Rb6l9FqtVb55noEjZGXl8fY2FhhX1EUrl+/3qoy1qxZw8TERGH/119/5ccffyx8vtLT09m6dWuhHmbyxTFMnjyZO3bsEG4Q+OKLL9i9e3fhXo2rV6+yWrVqvHr1qpB///59BgUFcdq0aUJlpKWl8Z133qGbm5tQj1dmZianTp1KOzs7fvHFFxb9vLw8fvrpp/T09GSbNm2YlpZm1k9JSeHixYtZuXJlAuCPP/5osf6rVq1iYGAgAXDUqFEmk4DCwkIePXqU48eP1++/YsWKJnvucnJyeOjQIU6cOJE1atTQJ1jh4eFl3OfPn3PZsmV86623WKtWLYOEr1GjRkxJSTHwdTodN27cyHbt2tHd3b1MImosSYyLi+PQoUONJsd/+9vfWFJSUibm4cOH7NevXxm/fPnyZRL2Uu7evasf4fDyNnfuXKM+Sd68eZO1a9c28AMCAsw2nuzdu9cg0QXAPXv2mPR1Oh0nTpxo4Ldv397s/V1cXMzu3bvrfTs7O164cMGkT5Jnzpyhra2tPmbMmDEW7+8ffvjB4NxevnzZrK/VatmoUSN9zNSpU5mXl2c2pqioiBUqVCAAVq5cmVu3brX4XN+wYYO+jGHDhvHmzZtmfZIMDg7WN7gYu9Z/S0FBgb6M119/3ezollI+++wzAmClSpWYkZFh0SfJy5cv08nJ6Xf9+yeR/C8jE1GJRCL5N2DNELZSRFrnXyYzM9MqX1EUi8nVbxEdslhKenq6UE95KcXFxTx37pxVZfz0008We4Ff5v79+zx58qSwX1BQwPXr1ws3iBQXF3Pnzp08e/askK8oCq9evWqyx/W36HQ6Xr58mfPmzbOYNJQSFxfHdevWCZWRnZ3Nc+fOceXKlRwxYoTZ31xRFCYnJ/PHH3/k2rVrOXHiRK5ataqMV1JSwqdPn/LKlSs8fPgwN2zYwIULF3L8+PEcOHAgnz9/buCr1Wpu27aNn376KRcuXMipU6dy/PjxHDp0KENDQ432mF+/fp2DBg1iaGgo+/Tpwz59+rB3797s1asXhw0bZrQ3auvWrXR0dCQA2tvb09vbm/Xq1WObNm347bfflvF1Oh0XLlyoT15UKhUrV67M5s2bc/z48SwsLCwTo9FoOGrUKIMk1N7enk2bNjU5akOn03H48OEGMTVr1uT06dNNJksPHz4s0+sfFBRk9pOJgoICg08NfH19+dlnn5l99mzfvt2gjD59+pgdIk6SBw8e1Pt+fn5CI26GDRumj5k2bZrQM7RatWr6kSHmGhJKURSFDg4OBGBxZEgpu3btIgB+/PHHQn4pkydPtsqXSCTiiaicrEgikUgkEslfBrVajfj4eLi7u6NSpUpwcnKyGBMTE4Nbt27Bz88Pfn5+qFKlCuzt7U36JSUlmD17Nu7du4fGjRujSZMmaNy4MerWrYty5cqZjJsxYwb27NmDLl26ICQkBJ07d0a1atVM+gUFBQgODkZ0dDTatWuHAQMGoH///mZjAGDOnDlYtmwZGjZsiJkzZ2Lo0KFmj0etVqNu3bp48uQJ2rRpg2XLlqF9+/ZmywCAgQMH4rvvvkOvXr2wY8cOvPbaa2Z9kvD398ezZ8+wZMkSzJ8/3+LESIqiwNHREY6Ojrh06RIaNmxosV4A4OPjgxo1auD8+fNCky9FRERg6NChePDggfD62QCQk5Mj16GWSKxEdLIimYhKJBKJRCKRvARp/cyy+fn5SExMRJ06dYRjt2/fDq1Wi759+8LT01MoJjo6Gu+//z6mTp2KXr16Cc2Yu2LFCmzbtg3h4eHo27evUP2ys7Ph6+uLf/7zn5g1a5ZQOQkJCahevTrWrFmDyZMnCx1PSkoKqlSpgu+//x6hoaFCMQDQqFEjbN26FS1bthTyY2JiEBERgffee0+4DIlE8vuQiahEIpFIJBLJfxnZ2dkGyx1ZQlEUHDlyBKGhoQbLKlmidImeDh06CMfs2bMHGo0Go0aNEo65du0aTp8+jdmzZwvHAC+W/Hr33XeF/aKiItja2prtOZZIJP8eZCIqkUgkEolEIvld/J5e4dzcXKvWQAVeJNYVKlSwuixr10+VSCSvDtFE1O5VVEYikUgkEolE8tfB2sQQgNVJKACrendfRiahEslfH3kXSyT/w2g0Gqv8Bw8eCLvnzp2DNSMunj9/Luw+fvwYBQUFwr5EIpFIJBKJ5M+FTEQlkv8i8vLyrPJXrFhhlT9p0iThBPDnn3/G9OnThZPREydOYMmSJUK+m5sbWrVqhW+//VbIT0pKwpIlS5CSkiJUl7179+LDDz8UTrzv37+P7OxsIff3+BKJRCKRSCT/bcihuRLJfxGLFy/G0qVLhSek+OSTTxAaGopGjRoJ+Q8ePMD8+fOxevVqi27btm3RtWtX5OfnY8OGDRbr1Lt3b1SpUgW3b9/G119/DWdnZ5Ouu7s7BgwYgKFDh2L9+vVYs2YNmjZtatL38fGBWq1GtWrVMHLkSEybNg3169c36Q8ePBg9evTAokWL0K5dO4waNQqDBw82OYTM2dkZr7/+Ojw8PNCxY0d06tQJ7du3N+k7ODigadOmcHR0RMuWLdGqVSu0atUKjRs3NjqRxvnz5xEeHg5fX19Ur14dNWrU0P/p6elZZghdfHw8NmzYAA8PD3h5eRlsPj4+cHR0NPAfPXqEw4cPo3z58mW2ypUro2rVqga+TqdDUVERNBoNtFotNBqN/u8AULNmzTLHoNFoUFhYiMLCQhQVFRn82axZM7i6upr8PUpRq9VITEyEq6srvLy8LPp5eXl4+PAhNBoNmje3+KkKAKC4uBixsbEIDAwUGpqo1Wpx8+ZN1KxZU3iIYU5ODrKzsy0u0VGKRqNBXFwcGjRoIOQDQGxsLGrWrCn8LMjNzYWiKMLHoCgKkpKS4OfnJ1ynrKwsuLu7C/s5OTlwdXW1aghmcXExHBwchP2SkhKrJq/5Pd9N/p4YiUQi+Z9AZLHRf9cWFBT0b10sVSL5byc1NdUq39/fnydPnhRytVotAbBjx45CC46TZO3atalSqXj+/HmLbl5eHm1tbQmAw4YNY0lJicWY4OBgAuDrr7/OJ0+emHUzMjLo6upKAHR0dOTevXvN+oWFhaxVq5Z+ofXw8HCzx/38+XN6eXnp/U6dOjEtLc2kHxMTQw8PD71fvXp1xsTEmPTj4+Pp5+en952cnPjVV1+Z9M+dO0d3d3eDBemnTZtGrVZr1I+IiKCnp6eB37ZtW2ZkZBj1Dx48yIoVKxr4np6evH37dhm3pKSEn3zyCR0dHQ18ANy+fXsZv6ioiAsXLqS9vX0Zf+TIkUZ/h4sXL3LcuHHs1asXGzVqxEqVKhEAAwICjB7D+fPnuWDBAg4bNoytWrXSH7utrS0vX75s9JhTU1N5+vRprlixgiNGjGCjRo1oZ2fHGTNmGPVJUq1W8/z58/z444/Zs2dPurq6smXLltTpdCZjSkpK+Msvv/CDDz5gmzZt6ODgYPbaIEmdTsfz589z4sSJ9PDw4NatW8365It7Yv369WzVqhW7detm0SfJZ8+ecebMmaxSpQrz8/Mt+lqtlrt372aDBg14+PBhoTIyMzM5ffp0jhs3TsgnX1yPzZs3F/azs7M5duxYnjlzRjhm+/btXL58uVVlTJo0SdgnycWLFzM9PV3YT0tL49mzZ4V9RVF47Ngxq+pk6dlqrIycnByrYyQSyf8uAKIokBvKRFQi+ZOyfv16AuDRo0eF/IyMDLZp04abN28W8nNzc9mgQQOOGTOGSUlJQjG9evVi8+bNGRERIeS3aNGCVatW5ZUrV6jRaCz6y5YtY/ny5bl8+XKzL/alzJs3j3Z2duzcubNQfc6ePUsAdHZ2ZnJyskX/5MmT+oRp3bp1Fv3IyEiWL1+eAIQSgbi4OPr4+OgTpqdPn5r1Y2JiWL16dX2d1q5da9Z/+vQpW7ZsqffbtWtn1n/8+DHbtWun91UqFR8+fGi2/iEhIQaJ5apVq0z6sbGx7NGjh4H/+uuvm/R//vlndujQwcC3t7dnXFxcGVej0XD37t0MDAwsk+x+9NFHZfyioiJ+8cUXrF+/fhm/RYsWZXy1Ws2PP/6YLi4uZXwnJyejCXt0dDQHDhyobzAp3Wxtbfnxxx8bPeZbt25x9uzZ9Pf3N4hp1aqVUb+kpIRHjhzhoEGDDBJ9d3d3/vrrrybP7e3btzl69GiWK1dOfwzh4eEmfY1Gwx07drBu3br6Mtq0aWPSJ8ni4mKuXr1a34hQtWpVRkZGmo15+vQp+/fvTwCsWLGi2TqVcurUKVatWpUA2LVrV4vPjpKSEk6ePJkA2KhRI5MNFS/z8OFDNmjQgB4eHvzss88s+iS5aNEiAuCoUaNYXFxs0S8qKmLbtm0ZEhLCK1euCJWxdetW1qpVS/i5rygKO3fuzM8++0yo4YEkz5w5w4kTJ5q9nn7L/Pnz+fPPPwsnpNevX+fFixeZmZkpXMaVK1cYHR0tXEZhYSGfP3/OgoIC4ZiMjAympKQI10kikbxAJqISyV+cH3/8kcHBwYyOjv5D9q/VaoWSvZcpLCy0yr9+/bpQAlrKgwcPrGqtT09P55o1a5idnS0cM2XKFD5//lzYnzNnDjdu3CjUo0u+eGkLCQlhfHy8kH///n1WrlyZJ06cEPJTUlLYqlUrjho1ymwPbSlFRUUcN24c/fz8eOnSJYu+RqPhBx98QBsbGy5evNiirygKt23bxkqVKrFt27ZGk8Tf+vv376evry+dnJz43XffWfRPnTqlT6gHDBhg9rfQ6XQ8dOgQmzdvTgCsXbu22eNWFIVnz57lG2+8QRsbGwLgJ598YtJPTEzkihUr2LRpU4Mk0VTDRlpaGrds2cKePXvSzs6OAFi+fHmjDUxJSUlctmwZe/XqpW/QKN3eeusto8e6bds2hoaG6pO9l3vk7969WyYmOjqavXv3LpNMA+Dq1avL+CUlJfzqq69Ys2bNMn5QUJDR+1tRFB44cKBMjIuLC8+dO2f0POl0Oq5bt65M0v7uu+8a9ckXjWnvvvuuge/v7292JElycnKZxo1t27aZ9MkXvfMvjy4ICQkx65Pkhx9+aNB4cvPmTbO+TqfjkCFD9DHTp0+3WMatW7f0oxK8vLyEns9Hjx61qnGNJLt3704AbNq0KbOysiz6ycnJBteUSG/qpk2bqFKp2KpVK169elWoXh4eHrS1teWyZcuEEsv09HQ6ODgwJCREOBFduHAhg4KCTI48kUgkxpGJqEQi+Z/A2iFg1r5QlJSUMDc316oYa4e+xcTECPWYlFJQUMALFy5YVcaBAwes8s+dOyf8Qki+SJAt9dC+TG5uLmfMmCHc26AoCv/1r39x/fr1wv6JEyfYv39/4caQx48fc+7cucLn6vbt25wzZw7feOMNoeswIyODX331FXv37s2oqCizrkajYWRkJD/99FP27t3b4rBWnU7Hu3fvctOmTRw9ejSbNm3KxMREo25ubi6vXr3Kb775hvPnz+fAgQPZsGFDLlq0qIxbUFDAa9eu8eDBg/zss884efJkhoaGMjAwkE2bNjWaZERGRvKf//wn33vvPb755pvs0qULmzZtyqpVq3L37t1l/JSUFA4dOpQ+Pj708vKiu7s7XV1d6ejoyI4dO7KgoKBMzOXLl9mkSRO6u7vTw8ODnp6e9Pb2pr+/v8mGhytXrtDX17dMQv3WW2+ZbNzYvXs3HRwcDHqzAwMDef/+faM+SX7wwQdlypg9e7bZDcmdAAAgAElEQVTZa2TBggUGfnBwsNnnSG5urkHvtLOzs8V7Q6PRGIwA+Nvf/maxUe769et6v1atWkLDhnft2qWPmTt3rtC9MXfuXAJgly5dhBv9nJycaGNjw4sXLwr5JFm9enXhBJwkN27cyD179gj7EonkBaKJqOqF+2po3rw5o6KiXll5EolEIpGQf+xkMYqiQKVSWVWGtXXS6XTCEw+9XC9rJvqx1icJRVGsrtd/goyMDGzZsgUVKlRA5cqV4e3trd9cXFyMxsTFxWH//v3w9/dHtWrVUK1aNfj4+MDOzvQ8j4sWLcK2bdvQokULNG/eHM2bN0dQUJDZSaC+/vprvP/+++jWrRt69eqFnj17wsfHx6RPEiNGjMDevXvRvXt3jBgxAv369TN5HKVs2rQJYWFh6NSpE8LDw9GmTRuzPgAMHz4c+/fvx9y5czF37twyE50Z45133sGOHTuwbt06TJw40aIPAEOHDsXNmzdx8eJF4Qmz7OzsMHv2bHz88cdCPgC8/fbbWL16tXAZ8fHxqFGjhlyzVCKxEpVK9StJi7MEykRUIpFIJBKJ5P9ISUkJcnJy4OnpKRyj1WoRFRWFoKAglCtXTigmKioKly9fxptvvik0ezTwYgbpYcOGYcqUKejatatQI8jjx48xbtw4rF27FvXq1RMqhyTq1q2L5cuXo1+/fkIxANCvXz+sXr0a1atXFy6nWbNmuHLlilWzHj9+/Fh4tmqJRPL7kYmoRCKRSCQSiQSFhYVwcnKyqhc+PT0dHh4eVsWkpKTg0aNHaN26tVX1i4+PR61atYR9rVaLe/fuITAw0KpyJBLJq0EmohKJRCKRSCQSiUQieaWIJqJy0LtEIpFIJBKJRCKRSF4pMhGVSCQSiUQikUgkEskr5f+UiKpUqgSVSnVbpVLdUKlUcsytRPIXQ6PRCLvFxcUoLi4W9vPz81FSUiLsP3jwQNi1loKCArzKzxAkEolEIpFIJOb5d/SIdibZVGQcsEQi+WOxNtn6/PPPoSiKkGtra4uwsDDhMuzs7DBkyBAUFRUJ+QcOHMCkSZOQl5cn5H/55Zf417/+JVQfjUaDnj17Yvny5UhJSbHo5+bm4vvvv0dGRoZQXWJiYhAeHo4ff/xRqP65ubnIz88X2jfwYsbL/Px8mUxLJBKJRCL5r+H/NFmRSqVKANCcZLqILycrkkj+WPbs2YMhQ4YIz3LYrVs3jBo1CiNHjhTya9WqhaFDh2LJkiVCftu2bWFvb4/vv/8erq6uZt2MjAz4+fnB29sbmzdvRrdu3cz6qampqFOnDqpVq4YFCxZgwIABZtcz/Pnnn9GpUyfY2tqiX79+mDBhArp27WrSX79+PSZNmoSGDRuiY8eO6Ny5MwYMGGDy3K5atQrTpk2DjY0NAgMD0bp1a8yfPx/+/v5l3IKCAowePRo//vgj/P39UbVqVfj7+2PkyJFGZ5vMzc3F6NGjcfLkSXh7e8PLywve3t7o0KEDpk+fXqZOOTk5mD59OqKiouDk5ARnZ2c4OzvDy8sLq1atgpubm4Gv0Wiwdu1a3L9/HxqNBlqtVv/nP//5TzRu3NjA1+l0WL9+PW7cuIHi4mKo1Wr91qdPH0ydOrXMMaSmpuLJkydISkrC8+fP9ZuDgwNWrVpV5rdLTExEQkICnj17ZrClpKRg8+bNqFu3rtHfgSSSkpJw584d/da7d28MGDDAqA+86L2/ceMGfv31V0RFRaFChQpYu3at2ftIp9Ph1q1b+OWXX3D16lV8/vnncHd3N+kDL36XkydP4siRIwgLC0O7du3M+gBw7949HD58GLa2tpg5c6ZFX6vV4vjx4zh58qTFYyglJiYGGzduRFhYGOrXr2/RVxQFhw8fBkkMHDjQog8AN2/exJEjR7BgwQIhX6fT4euvv0a/fv3w2muvCcVcuHABtra2wjO2ajQanDp1Cn369BHyAeDMmTNmnxu/paioCOnp6ahatapwTGJiInx9fYV9tVottL7ny1i7ZqxEIpFYg+hkRSD5uzcAjwBcA/ArgHct+UFBQZRIJGKcP3+e3bt3Z0xMjHBMSEgIL1++LOw3adKEr7/+OtVqtZDftWtXuru788aNG0L+rFmzCICrV68W8seNG0cAHDRoEPPy8iz6a9asIQDWq1ePT58+tejPnTuXAGhra8tr165Z9JcsWUIABMAvvvjCov/JJ5/o/R49eph1dTod582bp/crVqzI9PR0s/5HH31ElUqlj9m3b59JX6vVcsmSJbS1tdX7Q4cONekXFBRw1qxZBr6fnx/T0tKM+mq1mkuWLKGjo6PeB8BDhw4Z9Z8+fcrx48cb7B8Ax4wZY9RPSEjg2LFjy/g1atRgYmJiGb+kpITLly9npUqVDHwbGxseO3asjF9UVMRFixaxQYMGtLGxMYgZP3680To9fPiQH330EXv27Ek3Nze9X79+fSYlJRmNiYuL48qVKxkSEkI7OzsCoKOjI0+ePGnU1+l0vHLlCufMmcN69erpy3jvvfeM+i/XbcGCBfTx8SEAtmrVyuh5KqW4uJh79+5lp06dCIDOzs48ffq02TJKSkq4Y8cO1q9fnwA4Z84csz5JxsbGcujQoQTATp068dmzZxZjTp8+zcaNG9PZ2Zm//PKLRT8/P59TpkyhSqXi0qVLLfokeePGDTZt2pRdunQx+du9jE6n48KFC+nj48Pr168LlZGcnMyWLVty1apVQj5Jrlu3jqNHjzb7LHiZwsJC9uvXj8nJycJlHDhwgEeOHBH2S0pKuG/fPuF/J8gX51er1Qr7eXl5zM3NFfZJWrV/klQUxSqfJHfv3s2//e1vzMzMtDpWIvlfBkAURXJJEclkMODz//70AnATQAcjzrsAogBE+fv7v5KDl0j+G/j8888JgIcPHxaOiYuLY3FxsbB/584dq15gLl68yFu3bgn7Fy5c4NmzZ6nRaIT8W7duccaMGUxJSRHyNRoN33zzTZ47d07ILy4uZrNmzbhixQqhlxJFUfj+++8zODiYDx8+FCrjww8/pI+PD7/55hsh/5tvvqG9vT0HDRpEnU5n0T927BgrVqzIevXq8erVqxb9S5cusUaNGnR0dBR6Sb927RqDgoIIgEFBQSwpKTHrx8fHs0ePHgTAKlWqGE36Xub+/fscMmSIPsGaNGmSWT8uLo4jR47UJ+C+vr7Mzs4260+ePJkuLi4EQBcXF27fvt2oq9PpeOrUKQ4cONAg4e3Vq5dRX1EUXrp0iRMnTqS7u7ved3d3Z1xcXBn/8ePHnD17Nhs0aFAmOV6yZInR/e/cuZMdO3bUJ62lW6NGjYzWKSoqit27dzdooABAOzs7/vzzz2X89PR0zp8/n97e3ga+uWS3qKiIGzZsYEBAgIHv5uZmMhkw1fBgrvHkzp077N27t4H/xhtvmPRJ8uzZs6xevbreV6lUTE1NNemXlJRw0aJFBuf3yy+/NFtGbm4u+/Xrp/dFGtVv377NatWq6esUGxtrMWbDhg36MubNm2fRVxSFw4cP1zfQiDxnnzx5Qnd3d6pUKqPXhzG+/vprOjg4cNSoUUI+SYaGhtLf35/Pnz8X8iMiIujr68vw8HCz9/fLfPbZZ+zZsydv3rwp5KelpbFNmzZct26dkE++aBy1t7fnvXv3hGMkEskrSkRpmHB+CGCGOUf2iEok1vHo0aP/dBVeOSLJ2MtY00pPvkgOrEGn0/H27dvCvqIoVjUekC8SdtGXKfJF8ifSQ1tKTk4Ox40bJ9wgoNFouHLlSu7cuVPIVxSF+/bts+pF9fr16+zdu7dw79Ldu3f55ptvcvHixUJ+VlYWly9fzsaNGwtdI0lJSfzoo4/o7+/Po0ePWvTVajW/++479u/fn71797boP3jwgKtXr2aXLl3o7Oxs8d7Ozs7mgQMHOHbsWPr4+PDDDz806aanp/PEiRNcvHgxQ0ND6enpyWrVqjE/P9+on5yczGPHjvGjjz7iG2+8oU+Yjh8/btQ/f/48w8PDOXbsWHbq1IlVq1alSqVi9+7djd6vd+/e5dChQ9mqVStWrVpVn/SVL1+e9+/fN1rG0aNH2bZtW9auXZseHh76XuqZM2ca9XNychgWFlYmma5Ro4bJxrXSXtDfxmzatMmoT75o2PhtQ0KbNm2YkZFhMubEiRMGPeb29vbcv3+/SZ8kN23aZFBGz549LfYQLl26VO9XqFCBP/74o1lfq9Xqe8ABcMqUKRZ7FTUaDWvXrq1vaIqKijLrk2RiYiJtbGzMNgL9lpUrVxIAW7ZsyZycHKGYuXPn0tfXl1lZWUK+RqMhAO7du1fIJ188/588eSLsSySSF4gmor/7G1GVSuUCwIZk3v/7+2kAi0meMBUjvxGVSCSS/xwkhb8fBqz/jqykpAT29vZW1cnamMzMTFSqVEnY12g0UBQFDg4OQr5Op0NSUpJV3/RlZmbC3d1d+Nzm5OQgLy8Pfn5+Qj5JJCQkoHr16sL+kydP4OzsDE9PT6GYjIwMpKSkoEGDBkK+Wq1GQkICqlatChcXF7OuoijIyMhAUlISHBwcUK9ePYv7VxQFOTk5yMjIQI0aNcpch0+ePEFKSorBBF6lf/fx8TH6+6WkpECr1UKlUhlstra2Rr9Dff78ORYvXgwHBwdUqVLFYAsICED58uXLxNy/fx8bNmyAn58fqlWrhoCAAAQEBOC1114zeX1s27YNixcvRosWLdCyZUu0atUKzZo1M3tejx49ihEjRqB79+7o378/evXqZfEb5WXLlmHVqlUYNWoUxowZI/Q77Nq1C6NHj8bf//53LFq0CBUrVrQYs2zZMhw8eBC7d+9GrVq1LPoAMHr0aNy+fRtnz561eBylzJ49G126dEH37t2FfADo06cPjh49atVzUCKRWI/oN6L/l0S0BoBD/+8/7QDsJvmxuRiZiEokEolEIpG8gCTS09OFGwxKYy5duoSgoCDhBha1Wo2IiAh07doV5cqVE4rR6XT4xz/+gQkTJiAwMFC4ftu3b8ewYcOEywGAESNGYPXq1cITUwFAdHS0VfUCgISEBAQEBFgVI5FIrOcPT0R/DzIRlUgkEolEIvnzo9PpYGNj80p6D60d6SCRSP7ciCaidq+iMhKJRCKRSCSSvw7mlsP6dyOTUInkfxO5iJREIpFIJBKJRCKRSF4pMhGVSCQSiUQikUgkEskrRSaiEolEIpFIJBKJRCJ5pchEVCKRCFNcXCzsqtVqWDMZmrUTp+Xl5VnlSyQSiUQikUj+PMhEVCL5L+Lp06dW+devX7fKX7hwIfLz84VcrVaLUaNGITMzU8iPj4/H3LlzkZGRIeR/++23ePPNN/Hjjz8KJbGHDx/Gd999h5SUFItuYWEhJk2ahMmTJ2Pnzp2Ii4szW4ZOp8PZs2dx9epVPH78GGq12uz+8/Ly8MUXX2D79u344YcfcOXKFcTHx5s8t4qiIDY2FvHx8Xj06BGePHmCxMREpKenm/SzsrKQkpKCp0+fIj4+Hnfv3sWNGzeg0WiMxpBEUVER0tPTkZCQgDt37iAyMhLPnz83eyylsTk5OYiJicG9e/cs+lqtFs+ePcOVK1dw5MgR6HQ6izHAi9/l2rVrwtdIRkYGzp07h8jISCEfAHJzc63y8/LycOzYMasaRp49e4b4+Hir6nTlyhVhnyQuXryIkpIS4Zi0tDQkJSUJ+2q1Gjdv3hT2gRdrf1pDeno6srKyrIrJzs7+Q32SJu8hUyiKYpUvkUgk/zOQfGVbUFAQJRKJGNnZ2dy+fTuLioqEY0aPHs2cnBxhf8qUKTxx4oSwP2HCBHbv3p1qtVq4Pn5+frx06ZKQP2bMGLq6uvKLL76w6CqKwu7duxMA27dvz4yMDLN+dnY2g4KCCICBgYG8d++eWT8zM5Ovv/46ARAAFy5cSEVRTPpXr15l1apV9X7fvn1ZUlJi0o+KimJAQIDer1SpEuPi4kz6x48fp6+vr94HwD179hh1FUXh9u3b6eHhYeCPHj3a5P4PHTpkUH8ArFq1KrOysoz6t27dYp8+fVirVi06OzvrY3766SejfkxMDHv37s3KlStTpVLp/SlTphj1tVot9+zZwxkzZrB3794MCAigSqVinTp1jN4TJSUl3L17N2fOnMkePXrQx8eHAGhjY8OrV68aLUOn0/HOnTvcsmULx40bx8DAQKpUKs6dO9fkeSosLOSZM2c4b948tm7dmra2tmzRooXZe6KoqIinTp3itGnT2LBhQ9rY2PDWrVsmfZLMy8vj7t272b9/fzo4OHDFihVmfZK8ffs2586dy4CAAAYHB7O4uNisrygKL1y4wOHDh7N8+fJ88uSJxTKeP3/OhQsX0tPTk+vXr7fol9Zr2LBh7NGjBzUajUU/Pz+fH330Eb28vExef78lNjaWAwcO5Nq1a4V8rVbLlStXcuTIkdTpdEIxT58+ZWhoKJOSkoR8kty6dSv3798v7GdlZfGTTz4R9skX925+fr6wX1BQYPH6+y3Pnz+3yi8sLLTK/7Py8OFD7tu37z9dDYnkLweAKArkhjIRlUj+pCxevJgA+M033wjHrFmzhgkJCcL+/v37+f333wv7e/fu5cqVK4VfeiIiIti/f3/hxDUxMZENGjRgZGSkkP/s2TP6+PhwwYIFQn56ejobNmzIhg0bWnxJL/UbN27M8uXL8+jRoxb91NRUdu7cmQD4zjvvWPQzMjLYq1cvAmCFChWYm5tr1s/MzOSoUaP0SdzOnTvN+mlpaXznnXf0fp8+fcz6+fn5nDdvHu3t7QmAKpXKbIKfmprK6dOn09HRUV+GueQkLy+P4eHhrFixot5v166d2f0vXryYXl5eBgny48ePjfqPHz/mnDlzWKlSJQPf1Iv98+fPuXjxYoMGAQBs1KiRyf0PHz7c4HhLt9u3b5fxFUXhv/71L1avXr2MP2fOHKNlXLp0iQMHDixThr+/v1E/KyuL4eHhDAwMLFPG+fPnjcbk5eVx48aNbNKkiYH/3nvvGfXJFw0nI0eOZLly5fR+hQoVTPokGRkZyX79+hmU8cMPP5j0S0pKuGHDBlauXFnvDx8+3GwZKSkp/Pvf/047OzsCoJOTk8V7+86dO2zdujUB0M7OzmSDTik6nY4bN26km5sbAXDQoEFmfZJUq9UMCwsjAHp6ejItLc1iTHx8POvVq0c3Nzdu2bLFok+S3333He3s7DhkyBCzDWWlKIrCIUOGsEGDBoyNjRUqo/S5KVonkgwPD+ekSZOsakidOXMmb968KeyfOHGCu3btEmrcKOXQoUOMj48X9gcPHkwAvH79unCMRCKRiahE8pfnyZMn/Oijjyz29P2Z0el01Gq1VsVkZ2db5UdHR1vlJyUl8c6dO8J+amoqd+zYIfSSR5IajYYzZsww2xv6MjqdjosWLbKqQeDw4cN85513hF/AIiIiWL9+feFejdjYWPbs2ZPLly8X8p89e8YJEyawWbNmQo0UWVlZXLBgAV1cXEz2Vr5MUVERt2zZwgYNGnD06NEWe7AKCgq4adMmBgYG0sfHh6mpqWZ9nU7Hs2fP6pPMzZs3m/Vzc3O5c+dO9unTh3Z2duzevbvZHiCtVsvz589z6tSprFatGm1tbY0mruSLRCE2NpYbNmzgoEGD9En19OnTTe7/2bNn3LVrF8ePH8/atWsTAGvXrm2yN/Hs2bNcsGAB+/Tpo+85BsADBw4Y9X/99VeGhYWxbdu2rFChgt7v37+/0ftCURR+8803DA4Opre3t953dnY2mQScOnVKX/eXt48//tjkedqyZQvd3d0N/Pr165ts+CopKeGSJUv0DS2l27Fjx4z6JBkXF8dOnToZ+IMHDzbpky9+j9JEt/S4Y2JizMacP3/eYATDrFmzzPokefDgQX0C7ufnJ9QIuXz5cn0ZIve3oigcOHAgAbBHjx4sKCiwGFNcXMwqVarQxsZG+LmWlJRElUrFxYsXCz9rZ8+eTS8vL6saX0eMGGHxt3iZW7duccWKFcKNqRKJ5AWiiaiKVk4Q8n+hefPmjIqKemXlSSQSyV8FrVYLOzs7Yb+4uBgODg5W+VqtFi4uLkI+SSQnJ6NKlSrCZTx69AgBAQFQqVRCflpaGoqKiuDv7y9cp1u3bqFJkybCfkREBJo1a4aKFSsKxWRnZyMhIQFNmzYV8jMzM3H8+HEMHToUNjaWp10gievXr8PFxQV169a16CuKgps3byI2NhZvvfWWUJ0SExPx008/oVu3bvD09LTop6Sk4Pr167CxsUH37t0t1v/Zs2eIjo5GXFwcwsLCLF6H+fn5ePjwIR48eICaNWuicePGRj21Wo3U1FSkpKQgOTkZKSkpUBQF48ePN3lNkUR2djbS0tKQmpqKtLQ0BAcHw9vbu4wbFRWFW7duQVEUgxchPz8/9OnTx+i+r127hoKCAn2MoihQFAUdOnQwetwZGRn48MMPoSgKvLy84O3tDS8vLzRo0AD16tUzegz37t3DZ599hsqVK6NatWr6rVatWiavqdOnT2PZsmVo0qQJmjdvjubNm6NmzZpmr8HTp09j7Nix6Nu3LwYMGIAOHTpYfObs2bMHBw8exLvvvouuXbsKXePffPMNPv74Y2zevBnt27e36APAjh07YGdnh2HDhgn5ADBmzBiMGzcOwcHBwjE3b94Ufn5IJJLfj0ql+pVkc4ueTEQlEolEIpFI/jqQFG7wKeX+/fuoXbu2UDJZSn5+PsqXL29VOd999x169+4NR0dH4ZjCwkI4OztbVU5MTAzq169vVYxEInk1yERUIpFIJBKJRCKRSCSvFNFEVC7fIpFIJBKJRCKRSCSSV4pMRCUSiUQikUgkEolE8kqRiahEIpFIJBKJRCKRSF4pMhGVSCQSiUQikUgkEskrRSaiEolEIpFIJBKJRCJ5pchEVCKR/CFYOyO3oih/UE0kEolEIpFIJH82xFdPl0gkr5yCggK4uLj8Yb5Wq4Wtra3wenTff/89OnbsiAoVKgj5CxcuxMCBA4UWEC8qKsKUKVPQuXNnDBw4EE5OTmb9pKQkrFu3Do0bN0bLli1RvXp1s8dx8eJFfPjhh6hXrx6aNm2K3r17o3Llyib9W7du4eTJk3Bzc4OrqysaN26MwMBAk/7BgwexZ88euLm5wc3NDdWqVcM//vEPk2v23blzBxcuXEBxcTGKi4tRUlKCsLAweHh4GPV/+uknnD9/HgUFBSgsLERBQQEGDBiA3r17G/UTExNx4cIFZGRk6DdPT0/MnTvX6HnKyspCTEwMnj17hqdPn+LZs2dIS0vD6tWr8dprr5Xx1Wo17t27h8ePH+Px48d48uQJHj9+jNGjRyM0NNTkecrIyMCdO3dw9+5d3L17Fx4eHvjggw9M+pmZmYiOjkZ0dDRu376NJ0+eYMeOHSbPEwDodDrcvXsXkZGRuHLlCoYMGYKQkBCTPknExcXhl19+wYULF+Dt7Y3w8HCT/ssxZ8+eRWRkJNauXWtxvcXMzEycPHkSR48eRVhYGDp06GCxjJiYGBw+fBh2dnaYNWuWWR94cR8dPXoUJ06cwIYNG2Bvb2+xjKioKHz99dcYNWoUWrVqZbGM4uJiHDx4ELm5uZgwYYJFnyTOnz+PPXv24IsvvhBax1KtVmPHjh1o1aqV0PMDACIiIpCUlIThw4cL+YWFhdi+fTsmTJgg/Ay8cOECfH19ERAQIOSr1Wpcu3YNwcHBQj4AxMfHo1atWsJ+SUkJCgoK4O7uLhyj0WhQrlw5Yf/3rFv6KtBqtbCzE3+VVRQFWq3W4n3xMtb+uyqRSKyA5CvbgoKCKJFIxNi2bRsdHBx45swZIT8pKYkeHh4MCwsTLmPAgAH08PBgQUGBkH/8+HEOGzaMiqII+WfOnKGrqytTUlKE/EuXLtHW1pabN28Wro+9vT0HDRokVKczZ87QycmJrq6uLCwsNOsqisKtW7fSycmJAHjq1CmL+9+zZw9dXV0JgGPGjDHr6nQ6bty4kRUrViQAenl5Ua1Wm/S1Wi3Xr1+v9wHw2LFjZve/a9cu+vv76/3Ro0eb9NVqNdeuXcsqVarofW9vb2ZlZZnc//79+xkYGKj3AfDAgQMmyzhy5AgbNGhg4A8ZMsSkf/r0ab7++usGvpeXFxMTE436BQUFnD9/PsuXL28Qs2fPHqN+fn4+586dS09PTwO/b9++Jut0584dvv322/Tz8zM4T48ePTLqJyQkcOnSpWzfvj1tbGz0MV999ZVRX6fT8dKlS5w9ezbr1Kmj93v27GmyTlqtlqdPn+bbb7+tv/6qVKnCmJgYkzHPnz/n8uXL2bBhQ30ZX375pUm/9FhePl9dunQx65eUlHDXrl0MCgoiAPr6+vLGjRtmY7KyshgeHk5vb28C4Lp168z6JBkZGclu3boRADt37mzxWVBcXMwvvviCVapUYeXKlRkVFWWxjIyMDI4bN064TuSL67dWrVps3749S0pKLPqKonDNmjX09/fn9evXhcpITU1l+/btuWbNGiGfJK9cucJBgwZZfAa+XK+ZM2cyNjZWuIysrCzu3btX2CfJCxcuMD8/X9g/efIkAXDr1q1Cvlarpa+vL7t37y5cxsyZM1mhQgU+fPhQOEYikZAAoiiQG8pEVCL5k/LDDz+wQYMGQi9JJJmdnc0WLVowPDxcuIx58+axU6dOwi8kxcXF1Gg0wvsnycePH1vlX7p0yaoyfvjhB6vK+Omnn4QTXfJF4jFkyBDm5OQI+XFxcQwKCuKvv/4q5CcnJ3PYsGEcO3askJ+amsoxY8awfv36fPr0qUW/8P9r797DqirzvoF/b9mKgGxQQDHNkclDIVIqnnosK83S1FGussNMU05lh0ejg2PNOOYwk4fJmcqxJq1Xe20ytR4tQJ9ylElRU2wDOipqggIKpCAg5338vX+w4bUZ2fteituE7+e6uGQvvmvfv7Xvtdfmt1h7W1srixcvFrPZLJ999plW/s0335SuXRiSQc0AABuCSURBVLvKpEmTvP5Sf2FDet1110l2drbHvMvlki+//LKpcXjrrbe85nfs2CHx8fHSrl07GTVqlNf9NTs7W1566SUJCwsTf39/SU9P93j/6enp8txzz0nnzp0FgPz617/2eP8nT56UP/3pTzJ48GABIDfeeKOcPXv2olmHwyG7du2SOXPmSP/+/QWAKKUkJSWl2XqysrJk4cKFctttt4mfn58AkAcffLDZetLT0+Wll16SIUOGNDW7kZGRkpube9H86dOnJSEhQQYNGvSD5njFihXNjpGUlCRDhw6VDh06NOVHjBjR7P6xa9cuiY2N/UGDHxgYKJmZmc1u94cffijh4eE/WGfu3LnN1pSdnS3x8fE/yN9www3NnlhzOp2yevVq6d279w/WSU1NbXYMl8slq1ev/kFdnk6eiDQ8R3/xi1805c1ms5SUlHhcp6ysTKZMmdK0ztKlSz3mRUT2798vP/nJTwSAxMTEaJ2MS01NbTpRs3XrVq95EZG3335bAMh9990nDodDa51HHnlEunbtKqWlpVr5mpoaCQ0NlcWLF2vlRUSysrIkOjpatmzZopW3Wq0ybtw4SUhI0B5j2bJlMnjwYCkuLtZeh4j0G1ElBt/HdTni4uLEYrH4bDwioosRg5eZuVwurcsJG1mtVgCAv7+/9jrnzp3zeLnpvzt8+DAGDBignS8pKYHNZkOPHj208jU1NbBYLBg9erRW3uVyISkpCZMmTdK+VO7gwYOwWq2Ii4vTyp88eRLbt2/H9OnTtfJWqxXJycm49dZbtbbbarVi8+bNAID4+HitMXJycrB582bMnDkTfn5+XvPHjh1DSkoKbr/9dgwbNsxr/vz589i2bRtKS0vx9NNPa+V3796NnTt34qWXXkJERITHfFVVFb799lt88803GDBgAKZOneoxb7PZkJ2djaysLBQUFOB3v/tds9stIjhz5kzTZdiHDx/GjBkzMGjQoGbv3+l0oqCgAMeOHcN3330Hs9mMxx9//KLZ4uJiFBYWoqioCMXFxSguLkZJSQkSExMvejk50HDpcnFxMYqKiprWjYuLw2233XbR/HfffYft27c3XUJvtVrh7++PF154odn9fPfu3SguLobNZmv6GjduXLOX8zocDqxYsQLl5eU/uLT/zjvvbPZxKioqwpIlSxASEoIePXqgR48euP322z1eHv7999/jvffeww033IABAwbgpptuQmBgYLN5ANi5cyeWLFmCiRMnYvLkyR7fztDo6NGjSE9Px/333699Sev69etRUlKC5557ztCxloh+nJRSGSLi9cWdjSgRERER/Qej78G8VI0NPhG1DrqNKE87EREREdF/8EUTChi7eoSIWg82okRERERERORTbESJiIiIiIjIp9iIEhERERERkU+xESUiIiIiIiKfYiNKREREREREPsVGlIiIiIiIiHyKjSgRURtRV1dnKO90OuFwOLTzLpcLVVVV2nkRQWlpqaGa6uvrYbVatfM2m83wGEa2AQDKy8tRX1+vnRcRVFZWGhrD6DZUV1cbepx8UZPdbofdbjdU0/nz5w2NYbPZDOWdTiecTqehdVwul6E8ERFdHBtRoh+pjIwMTJs2DUVFRVr5+vp6PPXUU1i/fr32GKtWrcLzzz+vnT98+DCmTZuG48ePa+VdLheeffZZfPDBB1r5devWYdasWcjJydHKr1mzBhMnTsSqVau8ZkUEH374IR5++GE899xzXn9hdTqdWLJkCQYNGoShQ4ciLS3N6/1v2LABDz30EO6++24sWLDAY97lcuG9997DsGHD0LdvX9x4441eGyCLxYLHH38cd911F/r06YNt27Z5zO/ZswcPPvgghg0bhoiICMyaNctj/ty5c5g3bx6mTJmC6OhoREVFeWxm6uvr8c477+Cxxx5DXFwcgoOD8c033zSbFxGkpKTg5ZdfxtixYxEREYFXXnnFY02nT5/GqlWr8Oyzz2LIkCHo06ePx2amvLwcX3zxBebMmYNRo0bBbDbDYrF4HKOsrAyff/45Zs2ahZiYGK+Pk9Vqxddff425c+di+PDhiImJ8bo/1dXVYdOmTXj66afRs2dP7Nixw2NeRJCVlYX58+fjlltuwYsvvugx3zjGxo0bMW3aNAwcOFCrOc7JyUFiYiL69euH1NRUr/na2lr8/e9/x+jRo7VqAoC8vDzMnTsXsbGxqK6u1tqOlStXIjY2VqsmADhx4gQSEhLwq1/9SivvcDjw8ccf49Zbb9VuwPPz8/HMM89g7dq1WnkA2Lp1K1555RWIiFa+rKwMCQkJKC8v1x4jOzsb27dv1847nU6kpKRo1wQ0nHQwUhPQcDwx4pNPPsGTTz6pfVLn9OnTmDZtGrKysrTHmDNnDt59913tfFJSEh5//HHDJ0SISJOI+OxryJAhQkR63njjDQEgn376qVb+1KlTAkCmTp2qPcbo0aMlMDBQSktLtfIffPCBAJD3339fK19WViYdO3aU0aNHa+VdLpe8/vrrUlhYqJUXEVm+fLl89NFH2vf//vvvy8SJE7Xvf+PGjdKvXz85cuSI1v0nJydL//79ZdGiRVr3v23bNomNjZVBgwaJy+Xyms/MzJTJkydLQECA7N2712v+X//6l0ybNk2UUvLKK694zRcVFcmcOXPEbDZL7969pb6+3mO+tLRUFixYIN27dxeTySRfffWVx3xVVZUsX75cYmJiBIBMnz7dY95ms8nnn38uEyZMEKWUdOvWzeP+arPZJDk5WaZOnSomk0kAyNq1az2OsXfvXpk1a5Z069ZNAHjdPzIyMiQhIUF69OghACQ0NFROnDjRbL6mpkYWLFggsbGxAkAAyF//+tdm806nU1avXi3Dhw8XpZQAkOHDh3us6cCBAzJmzBhp166dAJCAgADJysryWNO8efMkKCioqabXXnvNY00rVqyQLl26NOWjoqI81lRcXCyPPvpo0zb4+flJWlpas/mqqip57bXXJDw8vGmMZ555xuMY2dnZEh8f37TdYWFhYrPZms3b7XZZvXq19O3bt2mMpKQkj2OcPHlSnnrqKWnfvr0AkAcffNBjXkTkyJEjMmHChKa5KCsr85h3OByyYsUKCQsLEwCycuVKr2PY7XZZsGCBdOjQQW6//XaveRGRM2fOyJgxY0Qp5XGfvdChQ4ckKipK5s+fr5UXEVmzZo306dNH6urqtNeZNGmStG/fXk6dOqWVX7t2rQCQv/zlL1r56upqCQkJkcGDB2vX9Mtf/lKUUpKdna29DhGJALCIRm+oxMAZscsVFxcn3s5ME1EDm82Gw4cPIzY2Fn5+flrrHD9+HBEREQgNDdXKl5SU4Pz58+jTp492XVlZWRg4cCBMJpN2TZGRkQgODtYewygRgVJKO2+329G+fXvtfEVFhfZj2nj/FRUViIiI0Mo7nU4cOnQIN998s/YYGRkZiI2N1d6OI0eOwG63IzY2Vit//vx5pKWlYdKkSVp5m82Gzz77DPfdd5/WYyUiSEtLg9PpxF133aU1RkFBAbZs2YKnnnpKK19SUoJPPvkEkydPRlRUlNe8w+HA9u3bUVlZifj4eK95l8uFPXv24B//+AfmzZun9ZzIz8/Hpk2bMHToUAwbNkxrG7Zs2YKKigrMnDnTa76iogJpaWlIS0vDb3/7W3Tp0sVj3m63IzMzEzt27EBMTAwmTJjgMV9dXY2MjAykp6fj3LlzWLx4scfnnoggPz8fFosFFosFM2bMwE9/+tNm8zU1NThy5AgOHTqEQ4cO4cYbb8STTz7psaaysjJkZ2fj8OHDOHXqFObNmwd/f/+LZuvr6/Hdd98hPz8feXl5yMvLwwMPPIARI0Y0e/8VFRXIy8tDfn4+8vPzERQUhCeeeKLZvMvlwq5du3D27FmUl5ejvLwcTzzxBMLCwppdp7CwEBaLBVVVVaiqqsLAgQMxatQoj9udm5uL7OxsAIDJZMI999yDdu2av9DN5XJh3bp1qKurQ5cuXTB8+HBcd911HscQEXzzzTcICQnB9ddfj5CQEI95AKisrMT69etx5513Gnptqa2txalTp9C/f3+tvNPpxMGDBxETE6P9enTixAkEBQWhW7duWnmr1Yrc3FxER0dr5YmogVIqQ0TivObYiBIREREREVFL0G1E+R5RIiIiIiIi8ik2okRERERERORTbESJiIiIiIjIp9iIEhERERERkU+xESUiIiIiIiKfYiNKREREREREPsVGlIiIiIiIiHyKjSgRERERERH5FBtRoh8pq9WK5ORkWK1W7XX++c9/4vvvv9fO5+TkYNeuXdr52tpaJCUlweFwaK+za9cuFBQUaOeLi4uRmpqqnXe5XEhOTsb58+e110lPT8fRo0e1899//z2++uor7TwA2Gw2Q3mn0wkR0c7X1taisrLS0Bi1tbXaWRHBmTNnDM210+lEdXW1oTHOnTunnQeA6upq2O12Q2PU1NQYGqOiosJQ3mazGa7JyP4KwPA2WK1W1NfXG6rJ6P5UVVVlKF9bW4u6urorOkZ5ebmhvMPhMFyT0byReWjkcrmuaN7osb+mpgbJycmGjgc7d+5EXl6edr64uBhff/21dr7x2G/kubF3715kZ2cbqmnr1q3aeSIySER89jVkyBAhIj2vv/66AJA1a9Zo5U+cOCEAZPz48dpjjBw5Ukwmk5SWlmrlly1bJgDknXfe0cqfO3dOAMjIkSO1axo/frwAkJMnT2rlP/74YwEgf/zjH7XydXV10rFjR7npppu0a3rkkUcEgGRmZnrNHj9+XMaOHSvPP/+8dj3z58+XXr16icvl8pq3Wq2ycOFCCQgIkG3btmmNkZGRISNGjJDp06dr5XNzc2XChAliNpulvr7ea95ut8vSpUslNDRUNmzYoDXG9u3bJTo6WuLj47XyRUVF8sgjj0inTp2kvLzca97pdMqqVaskMjJSVq5cqTXGzp07ZciQITJmzBit/Pnz5+XFF1+Uzp07S2Fhode8w+GQ5cuXS2RkpLz55ptaY2RmZsr48ePl1ltv1cqXlZXJzJkzJTg4WI4ePeo1b7fb5d1335Xo6GhJTEzUGmP//v0yceJEiY6O1srn5eXJrFmzJDQ0VCwWi9e80+mUjz/+WIYPHy4vvvii1hi7d++W+++/X3r16iVOp9NrvrKyUt566y3p3bu3pKamao2xY8cOmTRpkjz55JNa+fLycklMTJS+fftKdXW11jpZWVkydepU7edRbW2tLFq0SPu53WjYsGFiMpmkrKxMK7906VIBIO+9955WvrS0VADIqFGjtGsaN26cAJD8/Hyt/EcffSQAZOHChVr5qqoq6dixo8TExGjXNG3aNAEgBw4c0F6HiEQAWESjN2QjSvQjdfToUZk9e7aUlJRo5a1Wq/z+97/X/qVKRCQlJUXeeOMN7XxhYaHMnj1bu0l0Op2ycOFC2bRpk/YY27Ztk8TERLHb7Vr5oqIimT17tuTl5WmPsXTpUlm/fr12fteuXTJv3jztmlwul3Zz3+jMmTOG8sXFxVJZWamdt9vthh4jEZGDBw8aruns2bPaeavVqtUsNXK5XGKxWLQa9kZnz57VahIb1dbWSlZWlqGaMjMztRr2RqdPn5bc3FztfGlpqezcuVM773Q6JT09XaqqqrTyVqtV9u3bp3WipVFJSYn2scblcklBQYFs3LhRioqKtNapq6uTffv2yd69e7XyVqtVsrKyZO3atVqNqMPhkNzcXElJSZETJ05ojVFeXi579uyRHTt2aOUrKirk22+/lU8//VR7/ygpKZGMjAzt5+qZM2dk9+7dhvYPEZGkpCRDx36jx1mn0ymLFi0ydOzfunWrJCYmitVq1co3vh7pzp9Iw7H/s88+087v2bNH5s6dK3V1ddrrEJF+I6rEwKVglysuLk4sFovPxiMiIiIiIiLfUUpliEictxzfI0pEREREREQ+xUaUiIiIiIiIfIqNKBEREREREfkUG1EiIiIiIiLyKTaiRERERERE5FNsRImIiIiIiMinLqsRVUrdq5Q6ppTKUUq92lJFERERERERUet1yY2oUsoPwLsAxgOIBvCwUiq6pQojIiIiIiKi1uly/iI6DECOiJwQERuAdQB+1jJlEREAOJ1OQ3mHw3GFKvHdGCJieB2jj9OluNJj/Bi3obXMxaXUZHTbjeZ9UZNRLpfrit4/4JvHyShfjOGLx9aoK12TL16PjHK5XFf8uU1E+i6nEe0B4NQFt0+7lxFRC1i7di3Cw8ORlpamlS8tLUVUVBRefvll7TEeffRR3HDDDairq9PKb968GeHh4di8ebNW3mq1IioqCo8++qh2Tc8//zy6d++OyspKrXxaWhrCw8Oxbt067ZoGDhyIKVOmaNf0hz/8AT169EBBQYFW/sCBAzCbzfjb3/6mPcbIkSMxduxY7fyf//xnhIaG4vjx41r5Y8eOoXv37liyZIn2GHfffTeGDh2qnf/www8RERGBffv2aeULCwsRGRmJuXPnao/x85//HAMGDNDeZzds2IAuXbogNTVVK19TU4OePXvi6aef1q7p2WefRVRUFMrKyrTyW7duRXh4OL744gutvNPpRL9+/fDQQw9p1/Tqq6+ie/fuKCoq0sqnp6ejc+fOWL16tVbe4XBg8ODBuPfee7VrWrx4Mbp27YqcnByt/KFDh9CtWzcsW7ZMe4w77rgDI0aM0G6yli9fjq5du2L//v1a+cLCQoSFheG1117Trik+Ph4333wzbDabVn7NmjUwm83YvXu3Vr6iogKRkZFISEjQrmn69Ono378/qqqqtPIpKSno1KkTvvzyS618VVUV+vXrhxkzZmjXNHPmTPTs2RPnzp3Tyu/YsQPBwcFYv369Vl5EMGDAADzwwAPaNc2fPx+RkZHIz8/XXoeI9JkuY111kWX/cdpIKTUDwAwA6NWr12UMR9S2dOzYEYGBgejQoYNWXimFwMBABAYGao8RGhqK4OBg7V/aOnToYKgmm82GkJAQdO7cWbumkJAQhISEaP/S1r59ewQFBcHf318rbzKZEBwcjKCgIO2aAgICEBQUBKUudtj7Tx06dEBwcDA6duyoPUZoaCj8/Py080FBQTCbzdo1+fv7IyAgQPtxAoCwsDBYrVY4HA6YTN5fLhr3WZ0sAAQGBiIoKEg7DzQ8tgEBAdqPrb+/v+F9NjQ0FKGhodo1mUwmBAUFae9T7du3N1ST1WpFcHCwoedR4xi6NZlMJnTq1En7cW3Xrh06deoEs9lsqKagoCAEBARo5f38/BAYGKidF5GmfbBdO73z7EaPaSICs9lsaLv9/PxgNpu1x/D390enTp2083a7vem4qctkMiEgIED79cLf39/QMc3o3AENx9ng4GDt7W48zuoe0xwOB4KCghAcHKxdk8lkMvQ8IiJj1KVecqCUGgng9yJyj/v2bwBARBY1t05cXJxYLJZLGo+IiIiIiIh+3JRSGSIS5y13OZfmfgugr1IqSinVAcBDAJIv4/6IiIiIiIioDbjkS3NFxKGUmglgCwA/AKtE5HCLVUZERERERESt0uW8RxQi8r8A/reFaiEiIiIiIqI24HIuzSUiIiIiIiIyjI0oERERERER+RQbUSIiIiIiIvIpNqJERERERETkU2xEiYiIiIiIyKfYiBIREREREZFPsRElIiIiIiIin2IjSkRERERERD7FRpSIiIiIiIh8io0oERERERER+ZQSEd8NplQJgHyfDdh6hQMovdpFkE9wrtsWznfbwvluOzjXbQvnu+3gXF/cT0QkwlvIp40otQyllEVE4q52HXTlca7bFs5328L5bjs4120L57vt4FxfHl6aS0RERERERD7FRpSIiIiIiIh8io3oten9q10A+Qznum3hfLctnO+2g3PdtnC+2w7O9WXge0SJiIiIiIjIp/gXUSIiIiIiIvIpNqLXEKXUA0qpw0opl1Iq7t9+9hulVI5S6phS6p6rVSO1HKXUve75zFFKvXq166GWpZRapZQ6q5Q6dMGyLkqprUqp4+5/O1/NGqllKKWuV0p9rZQ64j6GJ7iXc75bIaVUR6XUPqXUAfd8J7qXRyml0t3zvV4p1eFq10otQynlp5TKUkptct/mXLdSSqk8pdRBpdR+pZTFvYzH8kvERvTacghAPIC0CxcqpaIBPARgAIB7AfxNKeXn+/Kopbjn710A4wFEA3jYPc/UevxfNDxfL/QqgFQR6Qsg1X2brn0OAC+LyE0ARgD4b/fzmfPdOlkB3CUiNwO4BcC9SqkRAP4E4C33fJcDeOIq1kgtKwHAkQtuc65btztF5JYL/tsWHssvERvRa4iIHBGRYxf50c8ArBMRq4icBJADYJhvq6MWNgxAjoicEBEbgHVomGdqJUQkDUDZvy3+GYDV7u9XA5ji06LoihCRYhHJdH9fhYZfWHuA890qSYNq98327i8BcBeA/3Ev53y3EkqpngDuA/B/3LcVONdtDY/ll4iNaOvQA8CpC26fdi+jaxfntG3qJiLFQEPzAqDrVa6HWphSqjeAQQDSwflutdyXau4HcBbAVgC5ACpExOGO8JjeerwNYA4Al/t2GDjXrZkA+IdSKkMpNcO9jMfyS2S62gXQDymltgGIvMiP5opIUnOrXWQZPw752sY5JWpllFKdAGwA8IKIVDb84YRaIxFxArhFKRUK4HMAN10s5tuqqKUppSYCOCsiGUqpOxoXXyTKuW49/ktEipRSXQFsVUodvdoFXcvYiP7IiMjYS1jtNIDrL7jdE0BRy1REVwnntG06o5TqLiLFSqnuaPhrCrUCSqn2aGhC14jIRvdizncrJyIVSqntaHhvcKhSyuT+SxmP6a3DfwGYrJSaAKAjADMa/kLKuW6lRKTI/e9ZpdTnaHgrFY/ll4iX5rYOyQAeUkr5K6WiAPQFsO8q10SX51sAfd2fvNcBDR9GlXyVa6IrLxnAY+7vHwPQ3FUQdA1xv2dsJYAjIvLmBT/ifLdCSqkI919CoZQKADAWDe8L/hrA/e4Y57sVEJHfiEhPEemNhtfpf4rIz8G5bpWUUkFKqeDG7wGMQ8MHifJYfomUCK8WuFYopaYCWAYgAkAFgP0ico/7Z3MB/AoNn874goh8edUKpRbhPsP6NgA/AKtEZMFVLolakFJqLYA7AIQDOANgPoAvAHwKoBeAAgAPiMi/f6ARXWOUUqMA7ARwEP//fWS/RcP7RDnfrYxSKhYNH1jih4YT/p+KyB+UUj9FwwfPdQGQBeAXImK9epVSS3JfmjtbRCZyrlsn97x+7r5pAvCJiCxQSoWBx/JLwkaUiIiIiIiIfIqX5hIREREREZFPsRElIiIiIiIin2IjSkRERERERD7FRpSIiIiIiIh8io0oERERERER+RQbUSIiIiIiIvIpNqJERERERETkU2xEiYiIiIiIyKf+HysAeS5Qpv7YAAAAAElFTkSuQmCC\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -180,12 +169,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -227,7 +218,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.quiver.Quiver at 0x7f49b5074630>"
+       "<matplotlib.quiver.Quiver at 0x7fde7d315908>"
       ]
      },
      "execution_count": 6,
@@ -236,12 +227,14 @@
     },
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -267,12 +260,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA6QAAAFpCAYAAACLVuWeAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzsnXdcFOf2/5+liIjYe+8NG5bEGiUYu2LDiqhExYoKaMSOBezd2IIKimLvNQbBrogdELGjgiC9Lrs7n98f3Jnfzs7MkpvkXnLzPe/Xa16vxLPszM48zzPnnOcUFQBGEARBEARBEARBEP9tTAr7AgiCIAiCIAiCIIj/m5BBShAEQRAEQRAEQRQKZJASBEEQBEEQBEEQhQIZpARBEARBEARBEEShQAYpQRAEQRAEQRAEUSiQQUoQBEEQBEEQBEEUCmSQEgRBEARBEARBEIUCGaQEQRAEQRAEQRBEoUAGKUEQBEEQBEEQBFEokEFKEARBEARBEARBFApmhXHScuXKoVatWoVxaoIgCIIgCIIgCOI/THh4+FcA5Qv6XKEYpLVq1WIPHjwojFMTBEEQBEEQBEEQ/2FUKtX73/M5CtklCIIgCIIgCIIgCgUySAmCIAiCIAiCIIhCgQxSgiAIgiAIgiAIolAgg5QgCIIgCIIgCIIoFMggJQiCIAiCIAiCIAoFMkgJgiAIgiAIgiCIQoEMUoIgCIIgCIIgCKJQIIOUIAiCIAiCIAiCKBTIICUIgiAIgiAIgiAKBTJICYIgCIIgCIIgiEKBDFKCIAiCIAiCIAiiUCCDlCAIgiAIgiAIgigUyCAlCIIgCIIgCIIgCgUySAmCIAiCIAiCIIhCgQxSgiAIgiAIgiAIolAgg5QgCIIgCIIgCIIoFMggJQiCIAiCIAiCIAoFMkgJgiAIgiAIgiCIQoEMUoIgCIIgCIIgCKJQIIOUIAiCIAiCIAiCKBTIICUIgiAIgiAIgiAKBTJICYIgCIIgCIIgiEKBDFKCIAiCIAiCIAiiUCCDlCAIgiAIgiAIgigUyCAlCIIgCIIgCIIgCgUySAmCIAiCIAiCIIhCgQxSgiAIgiAIgiAIolAgg5QgCIIgCIIgCIIoFMggJQiCIAiCIAiCIAoFMkgJgiAIgiAIgiCIQuF3G6QqlaqoSqW6r1KpnqhUqgiVSuX9r3+vrVKp7qlUqhiVSnVYpVIV+c9dLkEQBEEQBEEQBPFP4d/ZIVUzxr4H0IIx1pIx1lOlUrVjjK1ijG0AUJ8xlsIY+/Gvv0yCIAiCIAiCIAjin8bvNkiRT+a//tf8XwcYY98zxo7969/9GWMD/tIrJAiCIAiCIAiCIP6R/Fs5pCqVylSlUj1mjCUwxn5ljL1mjKUC0P7rIx8ZY1X/2kskCIIgCIIgCIIg/on8WwYpAB2AloyxaoyxbxhjjeU+Jve3KpVqokqleqBSqR4kJib++1dKEMQ/Eo7jjMpzc3ONyvPy8v7KyyEIgiAIgiD+i/yhKrsAUhljIYyxdoyxUiqVyuxfomqMsc8Kf7MLQBsAbcqXL/9HTksQxN8UnU5nVB4REaEou3nzJouOjlaU+/r6Mo1Goyhfvny5ogwAO3nypNFrS0tLMyonCOL/LgBYenq60c+o1eoCHWcE8X+BpKQklpqaqijPzMxkwcHBRr/j48eP7M2bN0Y/o9PpmFarNfoZ4n+Lf6fKbnmVSlXqX/9tyRjrxhiLYoxdY4wN+dfHxjDGTv/VF0kQROHz9etXRdmhQ4cUlTadTsemT5+u+LfR0dFszZo1ivI7d+6wn3/+WVG+Y8cO9ttvv8nKVCoV8/DwYK9evVL8e29vb2YsaiM7O5t9+vRJUU4QxN+TnJwcRdm7d+/Y6tWr2ZMnTyQyjuPY7du3mYeHB+vcubPs98TFxTE/Pz82aNAg9uOPPzJzc3PJZ7Kzs1lwcDBbsmQJO3bsmERu+NmCDF+C+E+Sk5Oj6PxNS0tj27ZtYxcuXJCVP3z4kLm4uLDRo0ezEiVKSOTPnj1jU6dOZdWrV2dFixaVyLOzs1lgYCDr3r0769+/P6tSpYrkM7m5uez8+fNswoQJbOrUqczERN6E0Wg0LCwsrEDDl/ibAeB3HYyx5oyxR4yxp4yx54yxRf/69zqMsfuMsVeMsaOMMYuCvqt169YgCOK/T15enqLs4cOHirLIyEisXLlSUW5nZ4fLly/LysLDw8EYQ2RkpKx89uzZMDc3R2xsrKz8m2++QcmSJZGQkCArr1ixImrUqIG0tDRZeZ06dWBra4ucnBxZuaurK7p16watVisrV6vV6Nq1q6IcADIzM/HhwwdFOUEQfx05OTmK60lMTAxWrlyJLl264MmTJyLZhw8fsG7dOnzzzTdgjGHKlCmCTKvVIjQ0FNOnT0eVKlXAGEORIkVw7949AIBOp8P9+/exePFitG7dGiw/PQktWrRARkYGACA9PR2XLl2Cl5cXOnToAHNzczDGMHLkSOh0OuE8L168wNGjR7Fo0SIMHDgQ9erVQ//+/ZGdnS35PRzHISUlBdHR0Xjw4AE4jvtL7iHxf4vMzEy8evVK8u86nQ7Xrl2Di4sLJkyYIBlf4eHhmDBhAqysrNCxY0fRezA3NxcHDhxAu3btwBiDlZUV3rx5I8hzcnKwf/9+dOjQQZgvc+fOFeQcxyE0NBQuLi6wtrYGYwzFihVDVFSU8JmUlBQEBgbC0dERxYsXB2MMNjY2SE9PFz6TkZGBX3/9FYsXL4a9vT2KFSuGBg0a4MuXL6LfwnEcPn/+jBs3bmDfvn1YtGgRnj59+sdvKvG7YIw9wO+xM3/Ph/7qgwxSgvjjKBmVWq0We/fuVTSMzpw5gyNHjsjKYmJiYG9vr3jOAQMGwM3NTVb29u1bMMawaNEiWfn69evBGMOCBQsUv5sxBnd3d1l5w4YNwRjDpEmTZOW88jh+/HhZua2trUT51Gf+/PlgjGHevHmycgAoUqQIvL29FeUfP37E0KFDFeU8ZLQShDIcx+Hly5c4efKkaJ3j/33z5s3o3bs3KlWqJCiSHMfh+fPn8Pb2RvPmzQXF99ChQwCAT58+YdOmTSKlmDGGb7/9FpmZmbh69SomTZqEChUqiOSMMWzduhXHjx/HuHHjULFiRYm8cuXKOHDgADw9PdG2bVuYmppKPmNnZ4eVK1fC2dkZtra2KFq0qOQz7dq1w4oVK+Du7o7Ro0ejR48esLW1RdWqVQWjtnz58li/fj3Onz+PX3/9FSEhIbh9+zYePHiAO3fuYO/evbhx4wZSU1Nl7+2TJ0+QlZWleO/T0tIUnXo8vOGthDGnHfGfIycnBw8fPhQ5XTmOQ3R0NDZs2IDu3bujbt26+PjxoyCPjIyEl5cXatSoAcYY6tSpI4ydrKws+Pn5oW3btsIYtbKyEgzaDx8+YP78+ZI5s23bNgDAy5cv4eHhgTJlyojkzZs3R25uLl6/fo3Fixejdu3akrmwZ88efPr0CT///DO6d+8ujH/+KFOmDO7du4fjx49j1qxZaNOmjWTeVatWDfv378e2bdvg7u4OBwcHNG3aFMWKFRM+Y2pqiilTpiAwMBD+/v7w8/PDzp07sW3bNmzatAnr1q2Dq6srJk6ciLCwMEW9Kzw8vMB5kZmZ+aee7/86ZJD+RRQ0kJQWf56XL18qyhISEhASEqIoz8jIwM2bN41+f0HeHaVdJ57k5GSjcmMvMMD4jhsAwSusBHl7xWi1Wnz9+lXy71+/foWfnx/69OkjGTMcx+H06dOwsbHB4MGDJX/LcRx8fX1hamqK+Ph4iTwzMxNNmzZFr169ZK/p1q1bYIxh+PDhsvKlS5eCMaZo0Do4OAgvPLnnbWNjI7zw5H575cqVwRiDiYkJHj9+LJFXr15deMlcuHBBIu/atasgP3r0qES+YcMGQX769GnZ31C2bFmYmJggNDRUVv7ixQswxhAcHCwrB/Ln2oQJExTlPElJSQV+5j/J75mTGo3GqFytVhf49wWdh9aOfwbZ2dmIiYlBSEgIAgMDsWbNGmEX5ePHjzh58iTmzZuHbt26oVSpUrC0tMS1a9fAcRzOnz+PKVOmoE6dOiJF8vLly+A4DuvXrxccVvqHp6cnOI7DokWLoFKpJPLy5csjNjYW27Ztg5WVlUTOGIOrqyuysrKwePFiWSPS0tISYWFhiIyMlBi7/NG5c2ekpaVh3rx5stfBO9KuXr2KkiVLysp5o7ZBgwaKcsaY8P1FixaFjY0NBgwYAE9PT+zcuRPBwcFYu3YtLCws0K1bN6xevRqPHz8WzaGcnBxUr14drq6usussAMybNw9ubm5ITEyUlUdFRWHs2LFG9aJ58+YZlZ84ccKoYfzkyRPR7pgh8fHxRvWWjIwMo+tXQWvXf3rd4TgOubm5SEtLw5cvX/D+/Xu8fPkSr1+/BpDvAD59+jSWLVuGoUOHonHjxjAzM8O2bdvAcRwuXryI6dOno27duiJj8tGjR9DpdNi2bZtoh58xBnNzczx48ABarRaLFi2SHYs7duwQ5pSS40Wn08HPzw9mZmYSubm5OR4/fozbt28LTmTDY+TIkUhISECfPn1k5aamprh69SoOHTqEsmXLyn6mYsWKiIiIwLRp0xTnirW1NY4ePSroHkpH7dq1hd9iYmKC6tWro3PnznBycsKCBQuwe/duuLu7w9zcHF26dIGPjw/Cw8Ml764ZM2bA2dkZDx48UHzuCxYsMOqwfvPmTYH6vOGO8N8FMkj/BBzHCQuWl5cXTp48KfkM7wmcNGkSrly5IpHzA7JZs2a4e/eurPzRo0coVaoUnj9/LnsNL168QNmyZRETEyN7nWq1GhUqVBAWKjlatWql+PcAMGjQIFF4hCEzZ87Eo0ePFOVr167F7du3FeVBQUH49ddfFeUhISE4deqUojwiIgIHDx5UlMfFxeGXX35RlGdkZGDr1q2KL5Hc3Fxs2LBB8SWkVquxbt06xXBRtVqNVatW4dq1a7IhoTk5OVi0aBFWrFiB7du3IygoSHQ/MzMzMW3aNNjZ2aF27dqoU6eOyMmQnJyMAQMGCC8Aw7DZxMREfP/998Ji/eLFC5E8OzsbI0eOBGMMHTp0kFwfx3EYPnw4GGNwdnaWlXfq1El44cjJ+ReflZWV5EWv0+lQunRpYYE3HCs6nU6k7MntQup7Nbt06SJ5ljVr1hReGNWqVZM4WXiDmDGGcuXKScKW9u/fL8hLlSolO194T27VqlVllbGwsDAwxtC0aVNFJ01gYCAqVKhg1NC6fv06fvrpJ0U5x3HIyMhAXFycrFeW4ziJomlIcHCw7JrDo1arMWnSJKNK3axZs3D//n1Fub+/P37++WdF+evXrzF16lSj9+LHH39Ebm6uotzb29uoYurv72/0BX3t2jWja+fr16+Nrn25ublGHRAACpQrOTh4QkJCjD7L3377zeg9unTpEj5//qwoP3v2LC5evKg4Zo8dO4YFCxYgKCgIz58/l3xu//796NixI+zs7NCjRw/069cPv/zyi3DNfn5+IkPM0tJSFKVx7NgxIVSPl+vfs0ePHomMUcYYdu/eLchTUlKE9Y8/7O3thXWI4zh4enqK5CYmJvjtt99E12CoiLZv3164r69fvxbtFPEH79xKS0vD9OnTJfKWLVsiNTUVOp0OO3fulOwWMZYfFcJxHG7evImOHTvKKsXz58/H27dv4ebmpqg4f/PNN1i6dClMTEyMKtiGhkTFihXh5OSE/fv348mTJxg6dKjoHgQEBAjvtezsbBw+fBiMMZQoUQI+Pj6SNSI1NRXm5uaoVq2abAqHRqOBnZ0d6tevr6j3zJkzB82bN1dUvv39/dG2bVtZ5yWQv4Z27txZ0eh9/vw5+vbtq7jZ8OzZM4wdO1Zx/QsLC8PUqVMVzx8aGgonJydcunRJ1vC9cOECWrdujZEjR8Lb21vQCfjzBQUFSZ5ju3bthPfS6dOnRXPGxMQE/v7+wvffunULVatWFcnPnTsnyF+9eiVEDfHHpk2bBHlaWhoGDRokkvfs2VOY0xzHwdvbWyQ3DNW9fPmy5Df4+PgI8tjYWEnEQd26dQVHRG5uLn744QfJ+NW/zs2bN0vkpUuXFvSnR48eye7AVq1aFU+ePEFiYiJmz54tO09UKhU8PDxw/PhxtG/f3uicqlWrlsSpVa5cOYwYMQJbt27FnTt3EBISIsg6dOiAoKAg5OXlgeM44R01ZswYWFpaYunSpaLQff49HxUVhdKlS+PEiROi8aS//nfo0AHXr1+XHZeFCRmkf4IzZ86gXr168Pf3h5ubG0xNTbF//35B/v79e9SsWRM7d+7EwIEDYWlpKdq1UqvVaNWqFXx9fWFtbY0yZcogIiJCdI7hw4cLL9Lq1auLQikAYPXq1YLXtUGDBpLF7+rVq7CzswNjDI0bN0ZKSopI/uHDB/Tr1w+mpqZo1KiRRJ6bm4thw4ahQoUKqFu3rqyS7e7ujoYNG6Jq1aqS6wMgeNrKli0ruxN8+fJldOrUCVZWVrLK65s3b2Bvbw9zc3PZna2cnBwMGTIEKpUKO3fulMgBCMqGu7u7bLjQzz//DBMTE/Tu3Vt2d/DMmTOwsrJCvXr1cPr0aYny9+jRI5QpUwZFihSBk5MTbt++LfpMUlKSsLBaWFiga9euIoWK4zg0atQIjOXnI82ZM0fyouzVqxcYY2jTpo2s8jhlyhQwxjBkyBBZ5XTdunUwNTWFq6urRKbRaLBv3z5YW1tj1apVEnlGRgZ++eUXNGrUCHPmzJHIExMTsX37djRr1gzDhg2TyD98+CDsUkyfPl3i3IiJicHixYvRsGFDLF++HGfOnBHJ379/j6FDh8LW1hbLli3D2bNnRfK8vDzY2Njg22+/hZubGyIjIyWKQosWLdCpUyf07NkTWVlZEiNlzJgxaNeuHZo0aYL09HSJ4+DixYto0aIFKleujBcvXsgael26dEGjRo1w8OBBxMXFSeTXrl1DmzZt4Obmhrdv30rkQP58+e677xSNILVajV69eiEoKEhWDgABAQHCeJdzovDj0cbGBqtXr5YdTwMHDoSZmRk8PDxkDbpVq1bBwsICNjY2ePbsmUR+6NAh1K1bFxYWFqJ1kefx48do06YNGMvPFzI0OtPT0wUPuJOTk0Rp4zgOM2bMgIWFBfr06SNrcG3YsAE1a9bEd999J6s4nj59Gm3atEGrVq1kd1siIiJgb2+PevXqyRqt6enpGDFiBCpVqiT7vDiOw/z581G8eHGEhYVJ5EC+MVaiRAnFXfcLFy6gatWqsvMSyL+PDRo0wIgRI2R/Y1JSEpo3bw4bGxtF54CdnR2KFi2KGTNmyI6F8ePHg7H8MDgXFxdcunRJZHT6+vqKFK2+ffuKHDa8gcIbN0FBQaI16s6dO4JBWq1aNYSHh4vOHxsbKxhJlpaWIkMRyI/Q0Q8LNAyr1+l0ImOxVq1aknfluHHjRL/B19dXJN+2bZtIXqlSJXz69EmQ37t3T6Jcr1ixQpAnJyejXLlyInn9+vVF75suXbpIFFlvb2/hXvFpA/qHtbW14Ay/dOmSrDJcokQJ/Pzzz0hPTzeqNH/zzTeoV6+e0c8oHWXLloWnp6fkPvHK/Z49e6DVahEfHw8LCwvRvZo0aZKwnnIch6ZNmwq7b1ZWVpIUkrFjxwoRL7zhoM/WrVvRpEkTQe8xNFpv3bqFVq1agTGGVq1aSRzJiYmJ6Ny5s3BPDOe+TqcTUkiaNWsmcfAC+btdvPGzadMmiZNm7dq1ojkxc+ZMUe5vYGCgyElTunRpLFiwQBgvoaGhwj00NTWFt7e3aI18/fq18Lfm5uY4duyY6PypqakoVaqU8JnNmzeL5BqNRrQzOGDAAIleMXjwYNH16c8HABKDdPv27SL5mTNnRPJ27dqJfsOrV69QokQJ0e/QX0dzc3Mlu5fjxo0TXefYsWNF8uLFiwv53gCwZ88eyXjVd3S8evVKdrzXqVNHMOqqVaumOC9atGiB77777g/NKX58z5o1C4wxNGzYUJRuUKtWLRw/fhwajQaVK1dGp06dsG7dOkHOR28A+Q73Ll264OTJk2jZsiXMzc2xb98+/J1gZJD+cfQHGb8wqFQqYdLxBoL+YWVlJYTX7ty5UyKvVq0a3r9/DwC4e/eu7EThFafU1FSRB4wxhu+++05QzDiOw7fffiuS//DDD6KF0d3d3aj8+PHjInnnzp1Fit/bt29FO1O2trYiRV2j0QgvBsbyvVuGi7uLi4sgL1eunGRx118wLCwsJDupz549Q5EiRYTPrF69WiTPyckRdscYY+jdu7dE+Rw2bJggr1ChAs6fPy+S79ixQ3Qf7O3tRTuUkZGRQg5DvXr14OjoiEuXLomuoXnz5mjZsiXWrFkjG3Ixd+5cDBkyRNEQefLkCQYOHKjokU1OToaHh4dinoJWq0VQUJDRnZDExERFQwnIH1NKHl+egsKz/wgFhW7m5eUhLS3N6GdevXpldKft6dOnRs/z8eNHpKamGs1/iouLK/A6/wo4jlMsvgTkv6jlnDc8KSkpqFOnDvr3749Vq1bh7t27ouvWarWi0L8qVarg0KFDos/oh0sVLVpUCNXiMVxbPD09Rfful19+EclHjhwpWltu3LghygtycHAQ/eZPnz6JdpN69+4tkmu1WjRt2lSQd+/eXWK08lEBjOXvqhsWi9FXGlu3bi0xzH/77TdBLme0xsXFCetjuXLlJI4YjuPQuHFjQdkyXHcA8fr4008/ScbX3r17BXnLli3x7t07kfzly5fCfTQxMcGcOXNE90mn04nCWWvXri151rNmzYKZmRk6d+4Mb29v3L59WzSWQ0JCYGlpCVdXV4lTFQA+f/6MFi1awNXVVTb9Q6vVws3NDe3bt5d1COqf4+rVq7Ly27dvo2/fvhg+fLjsPI+OjsaKFStgaWkpu6Odnp6O3bt3o2TJknBwcJDcZz6loU+fPjAzM5NNk9m6dStOnDgBxhhGjx4t+Y7Dhw/j8OHDggPX8FnduHEDixcvFnZ9NmzYIJK/efMGI0aMEOSNGzcWvS+zs7PRtWtX0c6Wo6OjyFD47rvvUKlSJcl7Pzg4GBzHoW/fvrCwsJDoHubm5ujVq9efUq6bNm2KOXPmyMrq1KmD0NBQPHz4UFY+Z84caDQapKenS/Qea2trUQSaod5To0YNREdHC3LDHa9GjRqJjNZz586Jwknr1q0rcrDExcUJKSKM5Rs5hw8fFj2rvn37is7RuHFjXLx4UZD7+fkJsooVK8LR0RGbN28W1pAXL16gatWqqFGjBjZu3Ch5r2dnZ2PEiBGoV6+ebHQdkB/WXLRoUdF59bl16xa6deuG6dOny8qjoqLg4+ODmjVrys7b9PR0nD59Gubm5kIutj46nQ4HDhxA9+7dYW9vL/tuDAwMhKenJ4oVKya7YXH+/HmsXr0ajDGsW7dOIg8PD8eaNWvAWL5Ba7jGf/78GbNnz0aFChVQtGhRXLt2TSTPzc2Fs7OzEJ78ww8/SPTDESNGCBs7jIkdKED+Gm3oTLK1tcXJkyeh0+kwc+ZMVKtWTTak38LCQngH/NHDMLTacNxdvXpVMSpCzhlcWDAySP84iYmJ+Omnn2RzS1avXo2MjAwsWbJEMgitra1x9+5daDQazJs3T/K3DRs2REJCAtLS0mRDgLp16wa1Wo3Y2FjZnBQnJydwHIdPnz6JwhD1JxPHcUhISMCPP/6oKE9NTYWHh4ckfGfMmDFC/sKyZctgaWkpkvfr109QPPfu3SvywjGWXySCN6oePnwo8S7VqFFD2GlNT09Ht27dRHLDnebVq1dLwpzmz58vLH4PHjxAt27d0LBhQ0E5tLGxEQy/rKws/PTTTxg/fjxGjRqFQYMGoVevXiKP4pkzZ7Br1y4cOXIEv/76K8LCwkSG2/v373Hjxg3F0EC+2IYxCsoz1mg0BS4cf5eF5a+koAIYSgoskK/AGSsk8Pz5c6O5QAkJCYWeK/SfQKvVGr3u5ORk/Pzzz/D398exY8dw8eJFXL9+XRjfiYmJ6N+/P9q0aSMo1yVLlsSwYcOQnJyM5ORk2RCmnj17IiUlBVlZWejdu7dEbmdnh5SUFGi1WkyePFki//7774XnyRfB0j969eolGFvnzp0TOcsYY+jfv79gSEVEREjCPPv37y946JOTk9GrVy/Ri/yHH34QxoNWq8WcOXNEu15t2rQRjbegoCC0a9dOWEOrV68uOByB/PHn7OwsGP8WFhYixTozMxPLly/H0KFDYWNjA3Nzc0yYMEE0J06fPo3ly5dj2rRpGDx4MBwcHERrzYsXLwRDiD/0K2Xn5OTg6tWriImJUQzrffr0qdF5FBcXV6CjSs5Q1ScyMtJoWDEAiTJpyKlTp4w6amJiYhAYGGj0O5ycnERrsU6nE/3/kiVLJGHm+o6G3NxcieM2JydHlPPdt29fSfVfjuOEOTl06FCjKSajRo3C4MGDFd83/fr1Q40aNSSRJDzNmzeHSqXCkCFDJDv3WVlZwpi2sLCAg4MDAgIChOip1NRUSW6ftbU1unTpglmzZmHnzp2iUFC5w3Be8odKpcKUKVMUFWx7e3u8fv1aEn7NGIOZmRn27t2L1NRUDBw4UCIvX748wsPDkZmZiTFjxkjkNWvWxMuXL6HRaCTONP7v+Z218+fPy+ZPTps2Dbm5ucjOzsbYsWMxcuRITJ48GV5eXli1ahV27twp6Dbnz5/H7t27ER0dLbsW5+bm4uDBg0admKGhoUbnZWZmZoHh/mfOnDH6jo2OjsadO3eMfsfatWuF/5b7LZs2bRKcL2lpaZKd1GvXrmHr1q0A8iOADNPbEhMT0atXL0G/efr0qWhXm+M4NGzYUORsN4xQatmypSgk2ZB+/fph3Lhxivfb3d0dVatWFW006HPkyBEwlr/jLhdFl5aWJujCxYoVg6OjI4KCgoQ5nJ2djUmTJsmO+/Lly6NDhw6iOhdyc6dt27YSZw0/j728vODq6irR1xljGDRo0N+ioBIjg/TPERwcLPE28sfcuXMxa9Ys2SIFJUqUwMKFCyXGGn+0aNFCEr+vfwwfPhzOzs6icAb9Y9GiRdixYwe6dOkim1i+YcMGhIWFwcPDQwgV1T82bdqE5ORkBAYGYuTIkaJC0xhgAAAgAElEQVT8Psbyw5n4qoWrV6+GnZ2dyKM4c+ZMAPmT7MqVK/D09BSFGjg4OAiLYHx8PIKCguDq6ip46m1sbIQXOMdxePPmDQ4ePAg3Nze0bdsWpUuXFnmo+TLdV65cwbp16zBu3DgEBARInhfHcUhKSsLjx48VvYrEX49OpzP60jOWxH/9+nWju31OTk6KrWgSExPRvHlzxfznJ0+eoHXr1orOgpSUFHTu3Fk2JItn9+7dRnMIAUh2Qv6pcBwnes7Z2dl4/fo1bty4gcOHD2PDhg3YvXs3dDodNBoNXr9+jcuXLwtVDvv374+hQ4ciISEBWq0WMTExOHnypFCYo0mTJujUqZOwNnz+/Blnz57FkiVL0LdvX1SqVAk9evQQ5bNdv34dvr6+6NevH8qWLYthw4YJ18hxHCIjI7F9+3YMHz4clStXhrOzs8ixk5KSgtOnT2PGjBlo1qwZRo0aJZLrdDo8ffoUGzZsQL9+/eDo6ChxYmRkZODy5cuYN28exo8fLxsenJSUhIsXL2LVqlWKReTy8vIQGRn5ty1K8XfHUEmMiYkRhe8BEMaOVqvFoUOHYGdnJzJIP336JBiPFy9eRKdOneDn5yf6Dv7zCQkJWLJkCTp37iwylPWfb1xcHFauXIklS5YI/yYXpfL582dhneOLOSmxbt06RUPl3bt3cHFxUVzT/Pz8MGTIEJGyrM/ChQthb2+POXPmICgoCC9fvhTmA8dxmDp1Klq1aoUePXrAyckJs2bNgo+PD3bv3o0TJ07AwcEBderUQZ06dVC7dm3UqFEDVatWRcWKFVG2bFlYWFigWLFiKF++vKzuUrp0aXTs2BENGzYURUbxx5gxY+Du7o6ePXsKlWH19a7jx48jMDAQXl5e6N+/v8gpVbFiRTx69AgfPnxAcHAwdu7cCU9PTzg4OKBJkyYoU6aMyMhXq9WIj49HVFQUbt26hXPnzsmmL/yTMFZI6sWLF6IcUB5+fJw7dw4tW7aURHmp1WrodDrcvHkTTZo0ka3HkpKSgpSUFLi5uaFz586S8c87+mJiYjB8+HDs3btXJNcP605LS8OmTZtE8+zKlSuyURH8tfv7+xst7rlx40acPXtWcV7u3LkTI0eOxIkTJ2Sj3J4/f44SJUrA1tYWY8aMwdq1a3HlyhXB4Z6Xlwd7e3tZfb948eKoUqWKbAVw/aNNmzaKzqBWrVrJptz9NyGD9E8QHx8PFxcXtGrVSnYrnn/InTp1kpWXLFkS3t7ecHZ2FlUA5Y/vv/8e4eHhWLduHXr27CnxbMyfPx95eXkIDQ3F3Llz0aJFC5GcT2BPSUnBkSNHMGbMGJQvX17wpugvrDExMdi4cSO6desGc3NzmJiYiIwAjUaDGzduYO7cuWjatClUKpUkJyEtLQ3Hjx/H+PHjUaVKFaG0tz6fP3+Gv78/Ro0ahWXLlslO3k+fPuHgwYPYt2+f4uTOzs7+xy/8/2sY26nMzs6W5KjoM3XqVNmXEJCvqBctWlSxf+mqVatgZWWlaLR2794dxYsXl4xXnlatWqF48eKyDgwAGD16NIoVK4adO3fKjsenT5+iSJEi2LRpk+J43bVrF+bOnWvUKH/37p1s3ikhJjc3V5Lrrs+nT58kHngevsWBUtg6H8mgVB0UyK9QaCyaQaPRGN2lI/47PHv2THHNiIiIwKhRo1CtWjWJgq3RaHDgwAHBUWtobOp0Ohw/flzYxWvXrp0kMiUqKgoTJ04U3vuGu1QajQZnz56Fg4MDTE1NUaNGDcmY5jgODx8+hLe3N9q2bYsaNWoYHbexsbE4f/78n15DCor4+G9GhOh0OiQlJSEqKgqhoaE4evQotm3bBl9fXyQlJUGr1eL9+/cIDg7G7t27MXfuXDg6OmLLli3Cdaanp+PevXvYu3cvZs+ejcGDB0scmBkZGbh//z727NmDZcuWKe4863Q6wSHxTyQxMVExIigqKgoODg6ykQ58UcYiRYrIFu/88uWLUBRRrm1aSkoKXF1dwVh+6oPhe1Kn02HPnj2C/iqX2vD582dMnjwZZmZmaNq0qey79t27d3B3d0eJEiVka2kA+eM7LCwMXl5ecHNz+8taFBU0ZlJSUoxWdf706RMuXryIW7du4dmzZ3j//r0ohejLly9YvHgxPD09MXnyZDg7O2Pw4MFCmH2zZs1QsmRJlChRAtWqVZN15lSpUkWSv//fhAzSvwi+ifWRI0ewcOFCDBgwAHXr1oVKpcK4ceOQk5ODBw8eYOvWrRg1apRQcbR8+fKIiIgQdgH37NmDMWPGCJ69wYMHCwOOr9Y4d+5ctG7dGiqVCjt27BBdx6dPn7Bnzx44OjqiQoUKkhAnnU6He/fuYdGiRejataukGACQv4AfP34cM2bMUHy5vXv3Dvv27ZNt0A38/55vxiazTqf7xy7s/6sYex4cxxndCZw/f76ogp4+mZmZsLKyUtwpXL58OYoXL67oZKhVqxaKFi0qmz/2+PFjMJZf2EGuqJV+ruLs2bMli75+Fb5Ro0ZJFNTQ0FDRzr5cJWW+QEa/fv1kjZn4+HioVCr06tVL0ZhKTU1FkyZNClQoqUE38X+dmJgY7Nu3T2IIchyHS5cuoXv37ihXrpxkLj569EgogMcYExXb4gu71a9fX7SjwJ9Do9Fg//79opoIKpVKUOA4jsO1a9ckuYP6LZxevXqFefPmiUJeTUxMhOIo2dnZOHfuHCZNmiRKZSlWrJhgRGVnZyMsLAy//PIL3Nzc0LVrVyFlRb+IkiE6nQ6ZmZkFhlYT/0x4p4UcfDXzsWPHSmQJCQmYMmUKTE1NMXr0aIn8ypUrQiEsW1tbkQ7BcRz8/f2F8Wlubi5yFnIch6NHj4qiDA3D4R88eIB27doJcsNzpKSkwMvLS7RhYxiae/v2bTg6OgrpF1WqVJGE5d+4cQMzZ84U9Vs1bK2Wl5eH58+fIygoCAsXLsTAgQOxZ88e2Xv6V/NX68o6nQ5xcXG4e/cujhw5grVr18LNzQ0jR46UpBP8tyCD9C9CyauUmZmJe/fuyRaqSUhIwNmzZ7F161bZ8Jq3b99i7969CA0Nld1KT0xMxLFjx5Ceni4r12g0Qsl0JY8fn+dSULEVMhz/d8jOzlbcrdRqtUYNmgMHDijK7t27hxkzZijKBw0ahKlTp8rK0tLSwJi4LLw+fOGq2rVryypMfDU/w3YPQP7Y1C8NP2/ePEmFY/1w8q5du4ruz9evX0XFc+rUqSMK4+M4TqSkVqpUSVIkYtOmTSIvo1yuG98Wp0GDBooLfsOGDdGoUSOjhadcXFwK9GJyHGd0x5og/o7k5eXh3r17WLdunaTtUmJiIrZu3Yp27drB3NxclHKRk5MDPz8/UcVN/bXs3r176Nevn8hQ7NSpEziOQ15eHvz8/CT5xIwx3LlzBzqdDrt27ZKVT5kyBUB+WxzeKaV/VKpUCSkpKYiMjJTNe+TXK7VaDVdXV8VwuhMnTiAkJASNGjVSLE6yfv16zJgxA+3bt0fLli3RoEEDVKtWDWXKlBF2aitUqIDevXtj6dKl8Pf3R0hICN69eydy0h09ehTnz59XdDZnZGQgNDTUqE4QExNjVJ6VlaX4/TwF5ROTTiJGp9NJ9Eg+DNbDwwMNGjSQFIS8f/++YKiVKFFC9N7JycnBypUrhZxEMzMz0ZyMi4vDiBEjRGNQv/L7mzdvJC1Z9A3a9+/fS5w3ZcuWFcJZv379ikmTJklS3o4fPw4gX89ZvXq1JJ2Mb/mm0Whw5MgRkTHLH3wLwQcPHmDSpEmStLtixYrh6dOnQru+YcOGwcbGRtI3deXKlXj69Ck8PDwwZ84ceHl5YcGCBVi8eDGWLl2K5cuXw9fXF3PnzsWaNWsQGhoqm6up0Wgwffp0SXFBfYKDg7Fu3Tqju6jXr18vMD2osMNyjUEG6V+ARqOBg4OD0YEyffp0o0nDo0ePVgwDy83NRZMmTRRj97Ozs9G0aVOjye0//PCD0fNPmDDB6N8vW7bMaO7Anj17JN4kfS5cuGA07+nBgweKYXZA/uJmrBlwYmKi0YmYlZVlVK7RaIx+v06nM2ok6HQ6o2F+Op3OaJihVqtFUlKS4mKk1Wrx6tUrnD9/HuvXr5cNi4mKisLMmTPRtm1b2WcZFxcHOzs7UUEofe7du4eWLVsqXqO7uztsbGwU5U2bNoWlpaXsDmJycrKwiMu1ANFvV6DfH5DHx8dH9LIwDIEbPXq0ILewsMCCBQtE95JvmcNYfg/RUaNGifI49MvXFy9eHA4ODqKFe9WqVYLc1NRUEl2QmJgoMmpr164t6fOlX47d2tpadrfXyckJjDGjRqmTkxNatmxp1Il05MgR4cVtjOTkZMUohoKcVLGxsUbHPJDv4DAWJXH69GmjxW4+ffokyQUyxFj/YCBfwTa2Nt+4ccOochwTE2M0RDc1NdWo8c9xXIFKQEH30djaASg7HHmMre2/5+8TEhKM3uMXL17g/fv3ivc5ODgYW7duhbe3N6ZPn47NmzeLdjf9/Pxgb28vGGT61TQ5jsOCBQtEyuD69esFeV5eHqZOnSrKN+zRo4dwvdnZ2fDx8RFVRTUxMRGiPTQaDS5cuCApEDhmzBjhHNHR0ZL2EeXKlRNyyjIyMrBx40aJ8qzfruT27dsSxbdNmzbCPEtLSxNVruYP/Zw8f39/iVylUgk9V798+aLYgmLgwIH4+vWrbJ9SPmy4c+fOQq9US0tL9O3bFzt27BDtrPEFZDp27Ihz587JjgtfX1/07t1bcdx//vwZ7du3N6oTODs7iwqAGbJt2zajvdGvX78uGwHG8+HDBzx+/FhRnpqaarQQYUpKimLfcSB/zhjr0RwbG2t03j19+hTBwcGIiYmRXZ/Onj2LyZMno0ePHmjQoAHat28v6FAcx2HTpk2i8aY/Z3Q6naTvrv7OZF5eHiZNmiR6p02cOFGQ5+bmYubMmUIILf/O4+e/RqPB8uXLRdEEjDFhl5/jOOzbtw89evQQyRcuXCic4+bNm5gyZYpoTjVp0kRYN+Li4rBmzRpJ3iTvTOY4Dr/++qvEIB0yZIhwjvT0dNkeo/rzNiwsTHIO/ehEjuNEldD1jxIlSmDHjh14+fKlULnaxMQEzZs3x/jx47F79248efIEGo0GEydOFNaEvXv3Sp75p0+fwFh+JXXDvHeeo0ePoly5ckaLv40dO/a/tqv770IG6Z/g2bNncHZ2xpMnT8AYkxTDyMjIwOjRo/H69WtUr14dAwYMEClnHMfBzc0NYWFhKF26NPr27SsJQdqwYYOgDA8aNEiy+F+4cEFYWIYPHy6Rv3r1CkuXLhW8U4byzMxMrFq1CqVKlcLIkSNlk7q3bNkCGxsbxf6Whw4dwvfff48+ffrIVnkNCQnB0KFD0bVrV1mF5cWLF5g4cSK+/fZb2dyrtLQ0eHp6olmzZrJGMcdxWL16taSnmz5HjhxB9erVRaXb9bl9+zYqV66sWE0uIiICNWvWlLRD4Pn06RNq164NLy8v2R2+rKws1KpVC/b29ti8ebPkRctxHOrVqwczMzM0aNBAkk+p0WiEno1Tp06VKPlqtRr29vYwMTGRbUeg0+kwYsQIVK9eXfYZcRyHUaNGoVWrVrK/n+M4dOnSBZUrV5a9xzqdDrVq1UKNGjVkczW/fv2KMmXKwMrKCtu3b5fcw6dPn8La2hoqlQr79++XnOPSpUvCgu7v7y95kR84cEBQrBYtWiQ5P98ag+81a8i5c+eEF03NmjUlEQ9xcXGCQmxhYSHrvOD70jHGZF8Ib968Ec6xdu1axWqEpqam6N69u6KhNm7cOFSoUAE3btyQlet0OnTo0EGS+6bPs2fPUL9+faxZs0bxM927d8ewYcNw9OhRWcVq7969KFOmDHbs2CFrdN69excNGzbE999/LztmYmNjMXjwYJQqVUrWSaLRaLBgwQIwxhT7CwcEBKBMmTKYP3++rPzSpUv45ptvMHHiRNn7/eTJEzg6OmLYsGGy8yIxMRFubm7o1auX7G/UarVYt24dOnTooLijc+HCBTRv3lzRKAwPD0fr1q0VlfPo6Gh06dJFUTmOi4tDjx49FMdDTk4O+vTpo5gDDeS3vRo3bpyiU27q1KmoX78+5s6di7CwMMn3LF++XJhf7dq1kxQp029NM23aNMn80m8Ir6+U8rx580YwOPv37y85f0pKiqiCpWFRILVaLWr9xe9s8nAcJ6pgaW1tLXEIzZw5U6RsGs6vwMBAkbxfv36i64yKihIZ1cWKFRO1IsnLy0OtWrVE32H4zjasDmtqaiqqGhwUFCRRii0tLYVnn5KSIjIy9I8WLVrgxIkTGDBggGwhxhYtWmDevHnw8PAQGTotWrRAUFCQMD8ePHggVNguWbIk9uzZI/oN2dnZQl/bWrVqya5zq1atQu3atVG3bl1ZR/WRI0fQs2dP1KlTR9YovHfvHsaPHy8bdgnkz5m5c+eiXr16ss4mtVqN1atXo3HjxoqO+O3bt6Nly5aKhW727NmDJk2aKKahHDhwAMWLF4erq6usYXzy5EnhHpuZmcHLy0u0Dl+/fl2Q9+3bV7K+xMTECLvpcrpfSkoKihcvDsbyOx8Yrn/6c8bCwkIS7stxnMiJI1czRN9Q69q1q0S+ceNGQW5hYSF5T9y8eVM0Fg0rZCclJYkKgw4dOlRyjXw/WcbyndGGKTGLFy8WjfO5c+eK5Hfu3BHJzczMRC1utFqtyDDnj/79+wsOGRcXF9k5xesDfKFO/X8vU6YM5syZg7dv3yI+Ph7169cXvoOvRs2PXY7j0KdPHwwZMkRYFwxrWixevBjLli0TOm9s2bJF8jwKGzJI/yAcxwkhOPoLvJubmzAI+MbIlpaWwsLg4eEhfAffh0rfs6uvWN27d09SZU6/OXpCQoKk0bb+osBxnMQ7xHtSeXhvKH8YKn4HDx4UyTdt2iSSv3z5UhRCZJjDkpeXJyrY5OnpKbmX/CRi7P+3lNFHP8evZ8+eEqM2PDxcuIYWLVpIdhOys7MFD1flypVlwyV5z7SFhYVs2OrKlSuFa3B0dJTsaOgvWtbW1tiwYYPoOjMyMlCpUiU0adIEs2fPRkhIiOR3jho1ClOmTFHMITxy5AiWL1+uqFR++PBBkn+hT0ZGhlGPsFarNerx1Wq1QjU8QzQaDTIzMxWV8qysLMTGxiruNCUnJ+POnTuKCnFCQgK2b98uhKAb8uXLF7i6ugohdoakpKSgQ4cOCAkJUQyZadiwIa5cuaKYZzNgwAAcOnRI0Tt56tQpLFiwAL/99pusHAAmTZqEhw8fKrbnefz4MR48eGB0x+7r168F7njl5uYaDXlTq9U4ceKE0e9o1aoVWrVqhZ9++knWUaO/q9y6dWvJfdFvnVC5cmXJjrH+vC5SpIikj93ly5dFa49hUawPHz6IFHzD6o6Ga4+3t7fkN+iHcS5YsEAi5w0tw7Wb58qVK4L8xx9/lMzN+Ph4IVzSwcFBNueR30XQb4elz7hx48BYfssYuSgPPke6aNGisoXBoqKiBEVmyJAhEgVap9MJu2oWFhaYO3eu5DpcXFxgZWWFvn37YsuWLRLj+eTJk6hcuTK2bNki61R8/fo1mjdvrpgSkJOTgzFjxojen4YcPXoUtWvXVozEOXfuHPr27Svp3ckTFhaGJUuWoGzZsrLfER8fj/Xr16NMmTKSXtZA/pxatGgR7O3tZRV4juOwYsUKODs7o3jx4rJr2a5duwRjbNeuXRL5pUuXhDBIOSdHZGSkEAZZpEgRyfNOTU2Fra2t8LxtbW0lu4jNmzcXvbNbtmwp9EsEoBha3LhxY/z000/o2bOnrLxevXrYvXs35s+fL5H16NFDuB/79+8XyUqUKCGK+Hnw4IFI3qhRI5GhkpSUJGq116FDB9GY4zhOVNG/Z8+eEmcSvxvFGMOAAQMkY07fsO/Xr5/kWX/69ElwkH7zzTeyRus333wjzEs5Z9CKFSvAWL4Tx8bGBtu3bxdd55MnT2BtbY0xY8ZIwtf5Z929e3dMmzZN1lnGcRy2bt2Ktm3bKr5PLl++jI4dOyruJIeFhWHhwoVC1wRD4uLicOTIEVStWlX2HDk5OTh06BA6deqEM2fOyF7j3r17MWvWLIwfP172HMePH8eaNWtQv3592d95+/ZtbNiwAWZmZrIbDu/evYOvry9UKpWskzYjIwMeHh4oUaKE7FjhOA7jx49H+fLlUbRoUdmCSq6urkKebIUKFXD48GHR8545c6akt2/VqlWxcOFCvH37VvSekTNYlTpuVKpUCUFBQbh9+7asfMyYMcjJyRGNV/1j5cqVsve8sCCD9E9w5coV2Ya2fPn2R48eyeaV8Fv9Hz58kF38jx49CiB/wdFv7M4vXrzCm5aWhpYtW4rk5ubmgmKYkZGBQYMGieQWFhZCqFJWVhZmzZolkfNhFbm5uaIwQ/77+dwdjUaDPXv2iPoemZiYCKGIHMfh2LFjktLr+uEQd+7ckVQH1lcovn79KulD6urqKkx2juOwcOFCkbxjx44iherGjRuiHMDy5cuLDLO0tDSMHz8enTt3Rq1atWBubg4vLy/RS+jgwYNYsmQJFi5cCC8vL6xbt06kLLx69QpXrlxBVFSUrMGj1WplS/nrYyy8B/hn9hj9dygoZ6igyqa8oa/T6WRzvvVfZnItEfTl8fHxEuMgLy9P5AxJTU2V7OQaCx39u1FQiPmKFSswb948rFixAhs3boSfn5/gcMjNzcWgQYNEzjpTU1OsWrUKHMdBrVbL9lxbvXq1UGp/9erVEoccv6PLKzKGPdf0jdZTp05JQiT1HXL37t0Tisvxx759+wT558+fJX2g9UOd1Go1nJ2dFc8P5Jf61y+2Yeh9f/jwoajnomEUTXp6OiZPnixUfJXbMdq/fz9+/PFHdOrUCZUqVZI4FSMiIrBjxw6sXbsWS5YswZYtW0TjMDc3F1evXsWzZ8+QmJgou85ER0cbdXAkJSUVmBNYULGujx8/FrjGFdTL+e7du0ZDxNVqNQ4ePGj0O7y9vYX1QS6kcvv27UIOt1xY/bVr14RxkJSUJPnM27dv4eDgIKxnsbGxot+dnp6OmjVrKu6YZ2dnw9LSUrEfIp8e4eHhIfvM3r17B8byjdVTp05J1tWIiAioVCqYmJjgu+++w9q1a0X3PTw8XDIvq1evDjs7O0yYMAGLFy+W3YW1trbGrl27cPPmTUnHAFNTU8FAv3PnjqSveNOmTQUn8K1btyQ6xYgRI4Tfcf36dYnepO9sMiySw687PHKh04a79oGBgaLNgM6dO4ve+3xU17hx4zB48GB0794dGzduFD3nW7du4datW4qpVDk5OUbbjQH5jh5j78W8vDxFB6v+dxgjKSmpwDZTSm3XeG7fvo3U1FTF3/r27Vs8fvxYsb5Fbm4uTp48qXgejuOwefNmZGVlKb63Zs+eLbRrkoPvoa1E+/btJU5VferUqYOxY8fKRsjpdDrUqVMHpqamGDBgAM6dOydap7KysiS2hLm5OWxtbTFu3Dj4+PjI5rDzR7du3WT7djOWHwIcExODbdu2oWzZshK5YXpTYUIG6Z8gMjJStvk7Y/k7iS9evJAkdfOL74ULF7B3715Jg2nG8kN5zpw5o9gcunz58rh//77EGOWPGjVqIC4uDm5ubrJNcPkwlaNHj+Lbb79VlEdHR2PmzJkSpa5GjRr4+vUrsrKycPDgQfTv31/0AipfvrwQqvDy5UusWLFCZHRaWVkJO115eXn49ddfMXXqVKGZtomJichjmpycjMOHD2Ps2LHCteg3YgbylZ3Dhw9j6tSpaNasGXr37i0xOtLS0nDz5k1s3boVc+bMUfS089XHCjIQif8sxhZJtVpt1MA/c+YMfvvtN8XvmDVrFpYtW6a4I7xr1y507NgRJ0+elFVwdTodOnXqhAkTJihWFtZqtbC3t8cvv/xiVEkODAz8XVXtlAqn/Z3hOA4ZGRl4//49Hj16hODgYMTFxUGn0+Hjx48ICQmBn58fvLy8MHToULRq1Uoo8hIZGYnAwEB4enqiW7duwsuUbxf19u1bHDhwAJMnT0bz5s2FXSHeC56ZmYlLly7B09NT8DCbmJgInnqO4xAREYE1a9YIfZTNzc1F4cPp6ek4duwYRo8ejTJlysDc3FzS//jZs2dYvnw52rRpAzMzM0lucHZ2Ns6ePYuJEyeiSpUqsu2Fvnz5gsDAQDg7O8PHx0d23H79+hVnz55FQECA0bmRnJz8f955BcDonONDreWMaN5hMmvWLNn0B41GA51Oh5UrV4oilnjUajW0Wi2uXr2Kli1bSoxCjsvvhZ2Xl4c1a9bAxcVF8h36obwRERGinVC+1ZsSb968ka0xwBMSEoLTp08rjqHAwEAEBAQoVuPdvHkz1q9fL+R/699DrVYLX19fzJ49G56envD09ISHhwc8PDzg7u4ONzc3ODk5YeTIkejYsSOqVq0qCmWcOXMmfHx80LdvX4nybGtri4SEBAQEBGDYsGGSHu6LFy8GkL+zuHDhQkl/df4e5uXl4cKFC3B2dhYcWiYmJqI0i8zMTBw/fhxOTk7CeQxTUfgWUfv27cPEiRPh7u7+P7lG/16M1RTg27IokZ2dLRvdxqPRaDB48GBJwUJ9AgICFIsmAvkO4G7duik6pnU6HWJiYhSvkx/HOTk5spFcxgx7jUYjKRilT2RkJHx9fRWdcv7+/rCzs8OsWbPg7++PJ0+eiMbSnDlzhHFsYmICS0tLlCpVChUqVED16tVRvXp1xVB8XicfP368bF9fxhhmzZr1tzBKySD9g+Tl5cHHxwddu3ZV7EE6YsQIdO7cWXYQFC9eHKtWrcLQoUNF4Sf8Ubt2bYSFhcHX11d2u/7bb79FdnY2QkJCMGnSJMni3atXL+h0OqSnpyMgIAA9e/YUXYd+PiifZ9qwYUNZOf9ydXFxQcmSJcEYQ+/evUVKT3JyMmaxRgcAACAASURBVPz8/PDDDz/AxMQEHTt2lCxg+sZpgwYNJJNep9Ph/v378PLyQseOHWXDL3Q6HR4+fAhfX1+jnr2vX78WWCiE+O9QUDEUJa9pbGwsvLy8FB0HP/74I5ycnGTDeNPS0lC1alU0b94c+/btkyiFX758EZqwu7i4SEKWeIOTMYb69etj+/btEgfF3bt3wVh+TomLi4tsWNXRo0fBWH4ouVIo74sXL2BpaYn169cbNSQWLVpUYAU9/tr/l1HyYvNtC86cOSObV5aamopLly5hyZIlss8iMTERR44cwcyZM2WVC76P8uzZs2U95RqNBqGhoVi1apXibmBsbCyCgoIUFS+dTodnz54V2F7p76Ac/K/CcRy2bdumON8+fPiA7777TlS0SJ9Xr16hTZs2qF27tuxz+PLli1CMRW4+5ubmwsPDA4wxuLu7y57j7t27gpPWMN+WJzIyEsOHD0fx4sWNKsM5OTk4ceJEgbtYf1fUajVevXqFq1evws/PT1SU5uXLlwgICMDkyZPRsmVLtG/fXgiP5Xuje3l5CffSsGBeREQEvL290bRpU1hbW0vCl3NycnDy5EkMGzYMderUkV1X8vLycOXKFcyePfsfXbncWITRrVu3FA05juMwefJkSV42j1qtRp8+fWBraysr1+l0QsEwJQfxwYMHYWJiIhvmDuTre61bt0aHDh0Uf0NoaCjKlClj1Jnz6NEj2NvbF+hY+G/2C+cdWJmZmYrvlWfPnuHUqVPYsWMHlixZgkmTJmHAgAFo164datWqhSJFisDExAStW7dG48aNZSt1T5w48S/rufpHIYP0LyA3Nxc3b97EihUr0KNHDyFR3NTUFKdOnRLt8Om3p+B3MnNycnD27Fm4uLiIwkC+//57YQBGR0dj+fLlotyIyZMnC9fAe/1Gjx4tnH/58uWi6/zy5Qu2bt0qJKIb5oNyHIfw8HB4eHigSpUqkvAz/reePHkSjo6O2Lhxo+z9iI+Px7Zt22SL2/C8fPmywNYVBeXJEX8fjC3Qe/fuVQy1+fz5Mxo0aICzZ8/KyqdMmYKSJUvCx8dHYhB++fJF8F4PGDAA9+/fF8lPnz4tzJVKlSph2bJlIicFXwhJf76dOXNGMOgiIyNFXsdy5cph8eLFIsVPv/KmqakpxowZI9rd0Ol0ouiA/v37i+Q8fOh+ly5dFHdcd+zYgSpVqhTYh3TDhg1k0BD/WF68eCEKrdYnNjYWP/zwA6pXry6rXB0/flwoHiJXeOzw4cMoUaIEGGOyxdGCg4OFKB25Ii3Pnz8XvaMNC/akpqZi6tSpwq6gnZ2d7O8bOXKk8Bm53Ge1Wo3z589j9OjRsLa2VjR89flfd1QB+TqBkuH98eNH7N+/X1FviIqKwvHjxxXXxszMTMWih//rcBxntJq6h4eH7HsJyC/KZmlpKes44ThOqEPyyy+/SORarRbDhg0DY0y2hylf2JMxhooVK8qe/+jRo8Jmitw1xMXFCSHac+bMkf2OvXv3wtzcHKVKlZI16rRaLXx8fGBubi5Jq9AnMjISo0ePltQr+LvDcRzS0tIQHR2NnJwcZGdn48GDB9izZw9mzJgBOzs7lClTBqNGjSrUtCIySP8CDHdwNBoNwsLCsG7dOgwbNgxhYWGCTKfTITw8HMuWLUP79u3Rrl07ZGVliZpvX7t2DW5ubqhevbqQTK6/wxMVFYWlS5eiadOmwotZf7HJzs7G0aNH4ejoiFu3bgGQ7lK9efMGa9euVVzctVotbt68aXRwUkjrPwtjRszbt2+NtuUZO3asxCDkiYqKgoWFhWJ7Dr7Ix6BBgyQ7AfHx8UIEQeXKlbFjxw7Rzvu2bdtERmW3bt0QHBwsnGfo0KEiedGiRTFx4kRERkYKlekMPYV169bFpk2bkJ6ejkWLFknk/He8fPkScXFxkjxGExMTjBo1SvDG6xvG/I7qjBkzROvGkSNHRNETu3fvltyrmJgYMJZfudKYl7dXr16KnmQejuNE6xJB/B1Qq9U4dOiQbFRERkYGfvrpJ1hYWEgql3IchwMHDggRPEuXLhXJs7Ky4OrqKopA0jfQsrOzRXLGmMg40Wq1WLRokSi8VL9Aik6nw6ZNm0SFQ/R3a/h6CoYpOhcuXBA+Ex0dDScnJ9HuRfXq1YX3rEajwdWrVzF+/HhRRc5OnToJa6JOp0NsbCx+++03bN++He7u7ujbty9at25tNByS+Ofy7NkzuLq6yu76ff78GZ07d1bcvTx48CDMzMxQokQJ2WI/+pWn+dok+nL+3c4Yky0Upl//o1u3bhL5qVOnhMJ1ZmZmkkind+/eoV69esJ3nD59WiTX6XSYO3euIB8+fLjkHDExMaJqwXKRd48ePcKQIUOgUqlQt25d2d1kjUaDR48e4eeff4azszMuX74s+cyf4fc4mQvq3ZuWlqb4PXx7MqVQ/f8GZJD+BfTq1ctoKN3p06cl5ap5vn79itevX2P27NkSGa80JiYmipL29Xn79i04jsOkSZNk5fwiopSXxBMQEGDUg3rlyhWj8vDwcKPG6+vXr43mICQmJhqdTFlZWUblGo3GqJzjuAL7Kv4TPMh/hsOHDyvK4uLi0KpVK0Xv87p162BlZaVYaIMvDjNo0CBJ0YEXL14Iil7x4sWxceNG0cvPsCx7mzZthB1ZrVYrKRxWt25dIYcqPj5eUk7d1tYW/v7+0Ol0+PDhg8SgtLGxwYEDB5Cbm4ucnBw0aNBAJK9YsSI2b94s/I61a9eK5Kamppg8ebJg8HEcJymO06xZM1FZ9ry8PEmutmH1RI7jhKqxFhYWin1G+/fvDysrK9mwVZ7g4GDMmjVLUc6TkZFRYA9MJdRqtdHexUB+VWFj8y4hIcFon1IAsnl++hjrRQjkN2g3dg1paWlGQ7g4jiuwoE9BXueClI1/wo53fHw8zpw5g8DAQMnv+fLlC5YuXYrKlStLxiXHcTh8+LBQY2DgwIEieXJysqhSu6mpqch5Fh8fL1kj+MKDQP7zNSwuqG9MajQaSZ/BokWLCmOb4zisXLlSso7o98+9fPmyaOeUsfxCPfx9SEpKwujRoyU1H/QrT589e1ZSzKdixYrCb9VoNJJeqYzlV/3kd5ZiY2PRtWtX9O7dG2PGjIGnpydWrVqFPXv2CJXfg4KCsGvXLkXFVKvVIigoyOiYfPbsmdE5lZubW6DiW9DaUZDy/U9/n/M58L6+vvD19ZU8j4SEBEyaNAkmJiay1WVDQkKEiD25XOgtW7YI7+W+fftKzq3fx7RIkSKiNZLjOCFsnT8uXrwo+g7D96ZhJd9z586JIpRatGghkr98+VJURZ0xJoqAyszMxMCBA0VywyrfAQEBopS5Hj16iORJSUlCmxT+OHfunOgzV65cgZ2dneh7DPsoL1++HO7u7li+fDm2b9+Ow4cP4+rVq0L7v4SEBEybNk22pRbPnj17JC2UDBk8eLDR8P7AwED4+voqygsbMkj/BElJSQgICEDp0qVha2sr2THkE70XL16M4sWLy4ZEHDt2DMHBwWCMyXpUQkJCcOzYMTDGZIthxMTECO0R5Hr1paen4/r160L/R0N0Oh1u3bqFRo0aKfYlCg8PR48ePUSNlfWJiorCxIkTFcMYPnz4AG9vb9n+ckB+GNP27dtljXL+Go8dO4bp06fLyoH8ynyurq6K8nfv3mH8+PGKkzk9PR0TJ05UfIllZWVh9uzZikatWq2Gt7e3YqNrnU4HHx8fxUbe/KK1YcMGWeOf4zj4+PigT58+wq63PhEREXBwcFAM5/z69SscHR0li6k+3bp1k+0HyZ/f0tIS06ZNk5U/evRIMPbk8kD4Fh81a9bE7du3JXJ+0S9WrJjEAElPTxfa9qhUKkmo9927dxV3LgBxD0TGpKFD27dvlxi0+s9Zv0ciY/nV7/QLKqnValH+tZyn9tKlSyK54Q4OAKHnJmMMgwcPlsiB/x8iXL58eVy4cEF2vPLtWJR6c3IcB3t7ewwaNEhWDuSvbT179kSvXr0Ux/zq1asxbdo0XLlyRdZg+/jxI+rXr68YJpeamopx48Zh4MCBsnnEvHJcoUIFxV5+T548Qd26dXHq1ClZ+atXr+Do6CjbIw/IVwSWLFki+zyAfEdBQECAbLsqnrCwMFH6hCGJiYmYMGGCojwzMxOenp6Ka1N2djZ8fHwU1ya1Wo0tW7YoGs0cx2H37v/H3nWHRXVt3wNYQMUCdlER7IaIJdiiYkM0NjQqahJb7L0rKhb02RUVjSWxi11Ro1iwN4wKgl0UBGnS68zAzNz1+2PePW/u3HPuvF+S96J57u+b70vcTLtz7jm7rL3WTsUAf8+ePYoFDDEY4rFQBgQEwNPTE97e3sz7e/HixSCEoG7dujLWWUEQ4OPjA0IInJycZOdoYWEhNm/eTO8NU9ieIAi4c+cO7Syy1nVWVhbtnhJCZIRogiBIklbWWTly5EjqHzRokMxvvI/Y2trK1vTDhw8l+5Qp7FilUlH5HUIMbPGma8KYSdOUiAcwMPwaB/G1a9eWdHzy8vJkZIhiAU2cj1yzZg0IMXSkPD09sXv3bklR6unTp3BwcEDnzp2ZrMcZGRkYPXo0Bg8ezFyTgiDg4sWL6Ny5M7dQ8+HDB3Tv3p1bAM3IyMD8+fO5PBJ5eXk4duwYcy0ChvM4PDxckfwpNjbWLHkUT4YMMCTlvPELwMA8e/bsWe59f+rUKXTu3Bk9evRgfk4RHfTFF1/I4g5BEKh+vbOzs+w663Q6bNy4kXs/qNVqBAYG0rVkqledl5eHixcvUv1N01hdrVbj9u3bVDudECJJlESk4Hfffcc9t9++fUvXIiEEw4YNk/gzMzNx/fp1ek/Vr19f4tfr9UhISKBFHEtLS1kRpLCwEN9//z19D5YU2tmzZ6m/Z8+eMr9Go6HFMkLk0oeAvKhuY2MDX19fur4jIiLovd+oUSOsWbNGMgaVl5dHERxdu3aV6dgDhhGkWrVqoXr16kySxODgYAqvViKg+ivtc0L6B8zb21uyyAYPHizZXETtShH/7urqKmn1nz9/HhYWFrQqWrlyZUmF59WrVyhTpgy94cqUKSPRNsvOzpZQRZcqVUqysej1evTu3Zs+v2TJkrINcsmSJfT5JUqUkM1QiDejhYUFrK2tZTTkUVFRKF26NCwsLFC0aFFZN0KtVqN+/fqwsLCAlZUVlYwxvY7iZzRlqASAjRs3Uj9LZ++3336jftYcQ15eHiV94iXNIhsyLykVA6pOnToxO0aXL18GIYa5YFaXMDMzE9bW1ihTpgyWLl3KhHx06dIF06ZN42pxrlu3jjn3BAA7d+5U3GhErValwPnx48eKnZ6zZ89yq9p6vR6rVq3iyjKkpKRg5MiR3AP+zp078PT0xN69e5n+LVu2oHnz5li0aBHz9xk1ahScnJwwfPhw5uHcqVMn2NnZoVevXrI1rtfr0b59e1haWuKbb76RVXKBfwl89+zZU3Y4A4bNnhBD92bIkCHMgkKbNm3QsWNHDB06FLGxsbJELzY2Fvb29oqEXfv27cOGDRsUu4K3b9/G3bt3uTNDIjSHVxwBDNdk3rx5ijT4Q4cOhYWFBVq1aoWAgADZ9xGTDPG6mR6ixnBrV1dX2boPCQmh/vLly8uKLbGxsZRQztraWnZNNBoNHB0d6R7MIrnp0aMH3d9YBcHFixfTvcUYXilacHAwTYRYe1NCQgKtnLNQMnq9ns4/BQQEyPyAIRGysLDgFhhEPesBAwYwf/MXL16AEENXnlU91+v1VGPPz8+P2Xn69ttvYW9vj8GDBzPn7Hbu3ImWLVtyYeDh4eFo164dZV83tZSUFHh5eXFhpRqNBgEBAejVqxfTLwgCfvrpJ3h5eXGTjDNnzmDRokXMuU3AEBSuW7cO5cuXZ0KGk5KSsGzZMnz11VfMtaBWqzFv3jwMHTqUWRwVi4rjxo1DtWrVmMna4cOHqQ4p61rev38fHTp0ACHsrlZSUhLtxLq5ucmKg4IgSNhnvby8ZGd6u3btJHGNWCg4fvw4BEGQSB0VL14cixcvlqwZY01FT09PWWIuEr0RwiZ9CgsLQ4kSJUCIvGsGGDrelStXho2NDXMuUafToUWLFrC1tUXv3r1lfgCYMGEC1Z1kWWBgIGxtbWUdM9Hi4uJQunRpdOrUiUvA5uLiwiVKAkA7iF26dGE2K27fvg0XFxduUp2QkIBu3bpxk161Wg1fX19mIwMw3PfHjh3jFssEQcCZM2ewePFi7n398OFDSgTHsnfv3iEoKAheXl7M65SZmYndu3dj/vz5TH3vgoIC7Ny5E3v27GFymgiCgKCgIBw4cIDbkHjw4AF27NiBTp06Mf3v37/H2rVrUbt2bWbxVaVSwdfXF2XLluWeyz4+PihevDhTyxoA/Pz8UKxYMVhYWGDo0KGyfdi4OGBcKBo4cCDi4uIQFBQk8dna2kq0bZ89eybx29nZSbTD09PTJcSnVlZWXN6Ov9I+J6S/0/R6PYYOHSpbRMZyJNu2bZNURAkhEtrqS5cuSaq2hEhFmp8+fSrzd+7cmQa76enpMm2iDh06SOZRTWVn3N3dqV+v10tmAAgxzKMY+027Ry1atKDVNkEQcPbsWQnLcOPGjelBKwgCbty4IYFV1KlTR3JAPXz4UCI9U61aNUkwEB8fL4FMlC1bVgKP1ul0EmhI8eLFZbOMwcHBEjiFMQwKMFRjPT096fcYP368ZPMUBAGbN29G//798dVXXzGJZ548eYJ9+/bRh2niplarER0dbVYz7PeaIAiK1VrAAI39I+/xR83ce7OqfsbPZSWKoqWlpTErk6K9efMG3333Hdf/+vVrtG7dmkvOlJ6ejrp16+LMmTPYsGEDswssJl2HDx9Gjx49cO3aNcnvfe3aNVqBzcvLQ7t27WTdQ9MOdWRkpASay4Op/RWQzrCwMEUm6+XLl6N169Zwd3eHh4cHvL29afArCAL8/Pwke0vlypUlBStjMgtCCOzt7SX6wTdv3qQENIQQlCtXTnIPhIWF0YRU9BsnU5GRkRIotb29vWQNvn37Fp6enpKk2Dihys3NlVTX7ezsJH6xSyEmrLa2trKA5tatW1RzsVixYrLuf3p6Orp3707PEWMNZ/E9Nm7ciK+++gpWVlYSjWbRHj9+DF9fX3z33Xfo37+/LPFXqVQIDg7G1atXcffuXSaTaFxcnCIEMjc31yxE0hznAI9t29iUCiSAIQBW+hwicZ+S3b17V/E1eNdItNjYWBw/fpx7b+Tl5WHHjh3cIL+goIAmYqz7Ojc3lxvgA4Z13b17d+71PHnyJFq1asUtam3cuBF2dnbo168ftm7dipcvX0rea/78+bK4p27durh69Sq0Wi2mTJkiixnE8zAnJ4eS2IgP44QpMzNTcp5bWlpKzvP8/HzMnTuXdu4sLCwk6Am9Xo9ly5ZJJGFMETcnT56UjEeY+hMSEiTKBsZ7jmjbtm2jEG3W6ERGRgbWrVuHPn36wN3dnVnIjYuL4yKqAMM6MHdm/juwZXPMqebeQ6fTmX0Npc+hUqkUGXyTk5ORl5eneLZFR0crXqu0tDQuGz/wr26pkikVaAFwmwGirV+/nntPZmVloVOnTty9Jy4uDjY2NqhRowa8vb2xadMmyRhcTEyMLBcgxNAgiYmJQXx8vGzkp0SJErRwlpaWJkNx2djYMNF2f6V9Tkh/h6lUKkyePJkOWxs/LC0tcfHiRZw6dUrCrmn8OHbsGEJDQ9GzZ0+mf+fOnTh9+rRsdk18BAQEIDIyUjLMbfzYvHkzcnJy0K1bN65fEASsXr2aqVO6YcMGAIYKnamANCGEYtBTUlIwa9YsmeSMWMnX6/UICgpCt27dJIm5MT14YmIiVq5cKfku/fr1oze2IAi4d+8exo8fTwO3li1bSjZRtVqNoKAgDBkyBLa2tqhevbosYcjOzsapU6cwZswY1K1bF7du3ZL9roWFhXj48CG2bNkiqS6x7K+mx/5scjMXEGdkZODEiRN49eoV8+B49+4dFixYgDZt2mDt2rWy5OHt27fQ6XTo2LEjihYtCi8vL5w+fZquRXHNCYJA772mTZvi4MGD9G+M140IQ2zdujX3YBAEAXXq1MEPP/zA1EYTTavVmp0T/5hMr9fj3bt3uHXrFgIDA7F69WpMmjQJgwYNQmRkJHQ6Hc6dO4elS5eid+/eFM5kZ2eHsLAw6PV6nDp1ChMmTJB0fBwcHGj1+datW5gxY4Zkb2nQoAG9jgkJCfD395fscW5ubjQw0ul0uHz5Mr7//nvasXF3d5f8hklJSVi9ejVFqnTo0EE293vjxg0MHToUJUqUQIsWLWQBYE5ODvbu3YsuXbow5bDE99m2bRv69u3L1azNycnBxYsXZfC7/zUzl/i+ePFCEZ4cGRmpCOV89uwZfHx8uP60tDTUrVtXMdDfunUr5syZw/XrdDqcPHmSW6RT+o45OTmK752UlKS4T0RHR3P3Ur1ej2fPnuHt27eIj49HamoqcnJyUFBQQHkaIiMjceTIESxZsgTe3t5o3LgxmjVrhri4OAiCQKXdxAC5ePHikuT8zp076Nu3L40ZXF1dJZDTyMhISaHItAuakZGBsWPH0uebyvsIgoBDhw5RuCmrQ5iZmYlx48bBwsICQ4YMYV6L9PR0+Pr6onHjxorIIkEQ/q1iy6dqpmRGpsYb1RJt/vz5ijrcFy5cYHZHRdNoNFzJGdG2b99uNj5Qmr38o6bVas3ec0rvL46NmGr7zpgxAwsWLMCgQYOYsXyRIkXw008/oVOnTsxcoFy5cmY5Gv6b9jkh/Z0WFxeHTZs2Uaif8Y9sZ2eHK1euYNGiRbIOJiEEpUuXRmhoqCwRM65sPHv2DMePH0fnzp1lfhsbG7x+/RqxsbHw8fGhG6vx86OioqDX63Hx4kX06tVL8hmNobliJc/4c1hbW0sgJI8ePcLIkSPpgi9WrJikKqlWq7Fv3z60atWKJuWm0NyYmBjMnz+fVnFMYa1i4CYSO7CgpxqNBidPnoSXlxd3k9NoNDhz5gxXFkB8r/+mjtRn+3MtMTGRu7m/ePEC48ePR2BgoGxWDTB0zUqVKgVHR0eMGTMGJ0+elMzW6XQ6CfOuq6srlixZItGOTEhIkBRhKlSogGnTpkng6jExMTSJIcTAlrl27VrJexUUFEg6eP369WNCnsU5mho1aihWabt06YIJEyaYPXg/pgPo/2PJyck4f/48tmzZIqumi5IPw4YNQ7du3SSdNGPyj5YtW6JHjx6yglJMTAxWrVqFpk2bMoOb3Nxc7N27F506dWLOmwqCgNDQUIwePZo7r5qTk4NffvlFcY47ISHB7O/zdydrMWdKxUCNRqM4lpCSkoJatWpxuykpKSlwdHRkjpYAhvOydu3aXDRGQUEB2rVrh2rVqnE/w6FDh2BhYcEdTwAMEOgaNWooBrEajYYJc/wYTafTMQstz58/x/Lly+Hl5SVj/I+KisL48eNhY2PDHJO4fPkynYdl/V6hoaFo0qQJihQpwhyDSUtLww8//ABra2tuN/vevXto1qyZYpEnMzPzP5rM/NVmyodgbGLnj2eJiYkoVqwYt5iak5ODsmXLcjkAAAOEfPLkyVz/1q1b4eLiwvXn5uaiUqVKXI1TwADnN8dMb66D+lebWOS9cOEC/P39MXbsWLi7u6NKlSpYvnw5fv31V0yfPh1NmjSRNIgcHBy4Y2L/bfuckP4J9uHDB+zcuROenp4USuLi4oK8vDxKuDB27FgJ2+dXX31Fq4rXr1/Hd999J4G+urm50Srnq1evMGPGDNohFLuEYtVQo9Hg4MGDaNOmDfW3adNGcnC/e/cOc+fOpTqnxtBcwLCYL1y4gB49etC5MNODPyMjAxs2bECdOnXQpEkTZhU2PDwco0ePRrNmzZhVw8LCQpw4cQLDhg3jsndmZmZi//79ijCQjIyM//nA7FM3VsIo2uHDh3HgwAFm4eD+/fuoVasW+vbti40bNyIiIkKyFoz1RevVq4exY8fiyJEjFGYXHBwsgYJaWVmhbdu2WLZsGR48eICMjAwmOqFOnTqYPXs2QkNDZVIu4qNp06bYtGkTUlNTsX79epnf1tYWM2bMoJ2Pffv2ySqaEydOlByeqampKFasGP2b6dOnMyFQS5cuBSEG0iYlVtcJEyZwA+6/gwmCoLh3JCUlKTJ8vn79WrGjkZCQoLj3/JWw+L+73b9/nxu86vV6DBgwgEk8AhiQTa1atULp0qWZiZ6YTBJCmLOuWq0WHh4eIETKoCuaIAgYPnw4CCFo1aoV8zMEBwdTZBULsivOmRJCuJ05wDDv+uWXX350kLs/Yrw9KzU1FevWrWOScun1euzdu1dGeGP8mhs3bmRqyop28eJFGfuq6WsoqSh8ylZQUIAzZ85w/ZcvX8a3337L9S9btgx2dnZc/+zZs7lrHTDwYhDCnocGDCg9Qgi6d+/O9Gs0GlSvXh2lS5fmfgaRJ4VHjJefnw9HR0ds3LiR+xpJSUno0qUL1y/a72Wk/09bZmamJJ5PS0vDiRMnMGHCBDRo0AANGzZUhDz/t+xzQvonW2ZmJg4cOIC+ffti6NChkoPPuMNXtGhRGb19RkYGNm/eTEkJTLuAYidS1ExiEfSICWGJEiUk86ymr+Hm5sZlzY2Ojsbs2bOZhy5gOAQuXbrEHbYHDJUzc5j9zwnlp29qtZo71yXOt/36669MAo9Dhw6hYcOGmDlzJq5fvy4J5HNyctCsWTMQYmCdmzx5Mk6fPk0rrZcvX5YkaXZ2dujduzfWr1+PR48eMZNBQggaNmyICRMmYPr06Uw/IQRVq1bFoUOHJPOJxo8BAwYgPj5eNgslJpTDhw9HVFQUtFot/Q7Gj2LFimH48OHIzs6GTqdDo0aNmInr8uXLKTRPJDoRH40aNUJYWJjkeops3YQYZtF5SdnIkSPh4uJiNnFikfR8ts/2n7Rbt25xbdJA/wAAIABJREFUu4L3799HmTJlmB1kQRAwceJEEEKYjMhiskoIwZdffsl8/ujRoynCh5UcGctcsIjrRFZTQggGDhwo89+5c0cCqzMtephyOuzcuVP2GjqdDqtXr0axYsUksjGmptVqcfr0aW63/u9mKpVKsQinNO4A/D1klViWkZHB1QcHDMman58f06fX6+Hq6or27dsz/Tk5ObRJwioWZGZm0jnbwMBAmb+goICOYowcOZL5HiJaqW7duky/MccJ6zf+8OEDSpUqBUIIk9QO+Bf53sqVK5l+rVaLDh06oF27dky/aAEBAVx5x4/dEhMTP4oO8OeE9E8w08BQtLy8PKjValy7dk22Waanp2Pbtm2IiYlBbGysZNhZ1B8dP348hQqa0lFHRERgypQpdM7N9IDMysrCjh076CA4qyPy9OlTuhGzFqNxRcVccmmuMqRWqxU3fZ1O9z+hxfexmtK1jYqKwrlz55gFBEEQ8P3332PIkCG4evWq7G9iYmJQrlw5lCtXDj/++CMuX74suRdE9mJCDIRV3t7eFJaanJwMZ2dnSSJmZWWFqVOnQqfT4fjx4zK4PCEGzbSEhAQJy6vxw9vbG8nJyZg3b57MZ2dnRyupZ8+elZGSubm5UXiXWq2WzYlXqVJFUqgJCwuTdGPFDqfx9TZl0BO/w8mTJ2lCaio9IybOxu+Vn58vkXzo3Lkzs9MnsmTyDmDAEMg4ODhw/campNFpzszpc+bk5Jid11YiVgLMB6NKhBuAYY1/Lp79cRMEgctSqdfrsXjxYvzwww9Mv5iMlixZkrkejJldWUzrc+fOpX4W86qxrEzVqlVlflMkgynj88mTJyV7hSnraEREhIRox9HRUeIvLCzEkCFDJO9hOucaExODtm3bUj9Lpi0+Ph6LFy+Gg4MD7O3tP4+m/M0tLi6O+xuLpJY8Zvtnz56haNGiEk1eYxPXfMOGDZl+sZPPuh8AA6md6F+yZInMv2fPHur/+uuvZf6IiAjqL1q0qOysELuj4t+w9KZFmRNeUvz8+XN6Zi5atIj5PcU4ok+fPky/TqejhSQlsrPk5GRs375dkbzxj5hWqzV7FvNYzj8W+5yQ/gHT6/VITExEpUqVuJtCcnIyvLy8mN1KwLBAduzYATc3N2bQk5SUhIiICJQpU0Y2YwEYkt4PHz6gdOnSTJZVQRAowxYPppeVlYWuXbtyNSjz8vIwevRoXL58menXaDT4xz/+waWRLiwsRGBgII4fP8706/V63Lx5U8Z+a2wxMTHYv38/15+Tk6P4fJ1OpwhNAcAkOjI2HuRDNHOwHqUZhuDgYEVtqMePH2PVqlXcwDg9PR1LlizhwmDz8/OxcuVKLnnArl27sG7dOqbumyAI+Oabb+Ds7Mw83NLT06kO17hx42SfUZQ3IoSgXbt2knUsCIJEPqlevXqSJOrNmzdUg5QQw7ym8b22Y8cOSRBnbW1NpSMEQcCPP/4oS+RE5IFer8fgwYNl/rZt29KE0TjQFR+VKlWiB8+LFy/orGjx4sVBiKFLaixfJHZWjEnQjA9oQRBk5GEtWrSQfE9BECQseVWqVEFOTo7sWhu/ztq1a5mFJrHb6uzszF2zIlMmr8taWFiIRYsWoVWrVkzRdcAwe758+XLufIpOp8P48eMV77urV69iyJAh3MRVpVKhffv23PfQaDSYNm0abt68yfRrtVoEBgYq7h3Pnj1j6lIaf4atW7dy/YABgq5kvOq9aLyip2gsKRZjMxeIsM4WY0tISFAsWkVERODcuXPc+ddjx47hiy++YKJq9Ho91ddkzatlZmZStnhWl+Lt27fo378/Xfem7LExMTESNIOplEhGRgZmzpxJE0Y3NzeJX6VSYfHixRLyLOMiiFarRUBAAIXzEiKX8Dl//ryk+/nNN99I/HFxcdi5cycNjh0cHGTX++rVqxQ9ZWNjIysCa7VaTJgwgb7HsWPHZNfqw4cPaNmyJRwdHVGtWjWsX79eluCfPXsWISEhir+3kj4nYH7eTqVSmS0kmfMrsa4Chj3KXDHLnF/pGgiCYNbPs/fv38PPz4+LLsrIyICfn59iTHHhwgW4uLhwv4O4h7OKQDqdjvKTsODMKpWKaohWrFhR5s/NzUWTJk1oQdg09lOpVGjatClsbW1haWkpY7jX6/Xo0KEDqlatiiJFijDfQySgFAvRpsoGu3btojPElpaWsvguJiaGogkJIfD395f4BUHAmDFj6Bgbi2QsPDyc8qsMHz5c5geAtWvXghC5FqvxtRg4cCAsLCwwb9485t+EhYXBx8cHZ86cYcaJgiBg6dKlivwCcXFx8Pb25q4HUcv0Y0Y+fU5I/4D5+PjQudBevXrJNqCjR4+iRIkS9GF6Q4WHh8PW1pYG3Nu3b5f4P3z4gDp16qBSpUoghGDEiBESf0FBATw9PSlRUMeOHWWfYfbs2ahSpQoIMcytmgawgYGBsLe3R7FixeDi4iIL/B49eoSKFSuibNmyqF+/vqwCk5ycjHr16qFixYpwdnaWdRsKCgrg4eGBKlWqoHr16kx2wFmzZqFKlSqoUqUKE/px6NAhVK1aFRUqVGDi3CMiIuDs7Ax7e3tmYJWdnY2WLVuibNmy3MBs6NChijpT/v7+qFChAjcpvXHjBipWrMglncnIyEDFihWxbt065obh4uKCYsWKcQ/ZYcOGgRDChUlv2rSJGQiJJs5i8GZtNBoNJk2axE14ExIS0L59e27h5erVq6hTpw73+/v6+qJatWpMtjyVSoUWLVrAzs6O+fkePnyIkiVLolSpUszZZVHvt3jx4ihTpoykm6/VatGnTx9aZTUVk9doNGjfvj0IMcx/2tjYSKDsgiCgX79+tPNSo0YN2eH6888/gxDDnIyLiwucnZ0l6zwvLw+1atXC1KlTsWTJEpQtWxZt2rTBw4cP6d9cu3YNhBj0OitVqkSDjb1799J7et26dbCxsUGPHj0QEBAAQRDw/PlzbN26lf7NzJkzMX78eMyaNYu7lnbv3o3t27cjJiaGGzQ9e/aMsnXzbNy4cUyyEdHEZN7CwgI9e/aUJU379++HpaUlLC0t4efnJ7svIiIiaJLv7e0t25vS0tLg4OAAKysrNG7cWFZMKSwsRKtWrWBra4uqVasyD/oxY8bA3t4e5cqVY6JAtm/fjkqVKsHW1pa5d9y+fRtOTk4oVaoUk9gkISEBLVq0gI2NDbMyrtVq0bt3b5QuXZq798ydOxcVKlTgBvmHDx9GlSpVuJICUVFRqFy5MlNnFTAEh3Xq1MGKFSu466Ffv35o164dV1pq/fr1mDZtGrfbfPPmTa6OKmBA6/Tv35/7/Hfv3mHx4sXMTgtgSF58fHzg7e3NnA9WqVRYsWIFli1bxtUz/OWXX+Dv78/VZQwODsbq1auZ5yxgCCqnTJmCGTNmMIufCQkJmDRpEpYsWcLUbdRoNPDz88P48eOZ+pqA4Szs3r07dx+PjIyEq6srd/5Uo9Ggdu3acHR05Mq+dO3aFYQYeDB++eUX2X3n4+ODEiVKcJPSHTt2oFq1atz51kuXLqFVq1aUzd/UIiIi8P3333NnF+Pj4zFs2DDu76DRaDB69GgMGDCASza0YsUK/Pjjj5I9WDS9Xo/Tp09j5MiRzHtKEAQ8efIE3377LRc5lp+fjwEDBnCL0GLHnlekF7Valdicnzx5wkQDiPb+/XvMnTuXeU/p9XqkpqZi27ZtzLWq0+mQl5eHNWvWYN++fbLrXFhYCL1ej82bNyMkJERWVBT9Bw8exIULF2TFEZ1OB61Wi4sXL2L//v04duyY7HMWFhYiPDwca9euxf3792XFdJ1Oh4SEBKxevRqhoaGy2EMQBGi1WmzevBkXL16UoQxFO3XqFAIDA7kkY5GRkdi4cSM3tsrLy8PixYu5GveAAc7frVs3brJ48OBBEGKQPpszZ46sGHPjxg1YWVnB2toaGzdulMVpcXFxlGiRJf2Vl5eHBg0aoFSpUihTpgxXu/avts8J6e80QRBkGp+mAsSmM2aenp6ShWKq8VmuXDnJBnbt2jWZtIyxHElcXJyke2RaFS0sLJTo7IlBtbGNGjVK4jeFARmL14tdF2O7cuWKBJK4bNkyif/Jkye0AkUIkQUlr1+/lszZmc7VxsbGom/fvtRvGiyo1WpJ5dnb2xumFhgYSCvPHh4esps1JiYGderUoVUu066QTqfDnDlzYGdnhxo1ajC7kHfu3MGUKVPwzTffMJkPs7OzcffuXdy9e5dZ+X306JGi1EBcXBwOHTrEDRgzMzOxb98+Rfr5w4cP/yE2QHNwECWmNp1OpyjEnJSUhDlz5nC/38WLF9GjRw/m3KMgCJg5cyZat27NrDir1Wq0b98erq6uTLbEjIwM1K9fHz/99BPevXsnC8Byc3PRtGlTpKSkYNiwYdizZ4/k8BQEAePGjYMgCMjIyEDlypVRr149bNu2jSamFy5coAd/WloamjZtCkIM86gis66HhwciIyPpc0TIU9euXRETE4O0tDTMmDFDppHr7OyMkSNHQq1WU3ZtlrEgS3/ElNYaYIAZr1u3Dvfv32euHdP9z93dXRLgnT9/XgLJ7t+/v+T3Dw8Pl+gLm7LnxsXFoWrVqtTftWtXybVJTk6mvwNrf05KSpJoIJsWHVNTUzFmzBjq79evn+T76XQ6SjRFCEHfvn1l1+DMmTN0xql79+6y9R8fH09njE2J6ABDYCnqMtatW5cJ0b5z5w769OmDatWqMaF1eXl5OHToENauXctF0aSkpJgduTBn5kYu/h1YtDmIt7k1CZiXhVF6jdzcXEXCq9DQUOh0Ou4IS3p6Ot69e6e4V4qFJp5pNBrFTsnLly8V9Vpv3rypCGP/+eefsXPnTty7d09WIC4oKMCYMWNQpkwZlCpVSlYgzczMpMRQLNRXUlIS7byx4ru4uDgas5QrV072/OTkZPr6hBBZgVStVqN3794UkcNaz/Pnz6eFLtaZ++TJE6r5yCviiMU2nl+tVmPRokXcJCU5ORn79+/nrnmtVosDBw58FEQzv9fM3e/mOtxpaWlm9wRzr/FnjnmZey2lvUmMDXgWFxeHs2fPcl/jypUrqFy5MsqUKQNra2t4enpKCqQhISGScZ25c+dKnv/27VvJyIBIqvqx2eeE9HeYVquVBCLiQ+zAabVaTJ06VUK6Ij4CAwOh1+uxfPly2vk0fohd0D179siEbMVNXKfT4ebNmxLxZvFRo0YN5OfnIzk5Ge7u7jJ/hQoVKOOWMb7e+DuISfGpU6foULr4sLW1pQlZdHS05HAghEg6ARqNBkuWLJGwCxcrVkwibXHnzh2JzIaVlZUkaMrLy8PmzZsl8himld1Xr15hwoQJFDppCvvS6/WULa5IkSJMooeCggKcPn0aAwYMYFavAUPQFRoaqphYfbbfb+aCWiX4kiAIOHr0KNeflZXFJDsRLTo6GkePHsWwYcOwe/duWaAj3hNXrlyBhYUFypQpg1GjRuHmzZsQBEHy2Y0ZeO3t7bFgwQIkJSVJ/uby5cv0b4oUKYKxY8fi/v37kkMvLS2NkqCULFkS/v7+zGBZZDJ0c3NThGZ6eXlxuxLG9t+al8zLy0NSUhKioqIQFhaGmzdvUgIOQRAQFBSEefPmoWvXrrSo5eXlhYKCAuj1emzatAnu7u6Sop0IxxQEAdu3b5eRShnLdVy8eFGmkWyMUomLi8OsWbMkguTGBT+9Xo+TJ0/Czc2N+kUhctESExMxc+ZMmjiz5K4uX76Mjh07ghDChFPl5eVhy5YtqFOnDhcanJKSgg0bNjDnCkUrLCw0C+391E1pDxEEQfH+EARBET4uCAJmz56t+P5t2rRRDJJXrlyJEydOcP16vd7saMnHYHq9Hs+fP8eJEydk11ytVmPTpk2oXLkyc8wmKiqKFoJYiff169dpkYbVkb9y5QqNrViInBcvXlBCOlZXTKPR0KSYB6UXO1Y8khqxCLpu3TqmXzSlMZ1P3czN5h87dkzxLNm4cSMXFQIYEAlKRVSNRmP2flSSVgIMXeRPkZvEmNdAEARcu3YNixYtQseOHWnMIDIXi+g301h+ypQpf+VXYNrnhPR3miAIuH37NgYNGiSpTIhV7vz8fGzdupV23owTwrS0NGRmZmL58uUyDVEx4crPz8fGjRvpbJ7xY/v27RAEARcvXpRIvYgPcSbgw4cPmDNnjqSLYLwQBUHAhQsXZK9h3IVMT0/HokWLJNUVUzjRjRs3JN3i/v37S/w5OTlYvXo17eZ269ZNtgmEh4dj4MCBsLS0lMzwiSbOerm6uuKLL75gdsoyMjKwZs0atGrVirtZJiUlwd/fnwkNNv68/07F/7N9Wpaamorx48dj1apVuHnzJrNTEhQURBOUZs2aYeHChbh3755kPfj6+krul1q1amHhwoWSQovxTJtYiBk2bJiEeMEUYVGiRAn4+PhI1q5p4atly5ay7sj9+/epv1KlStx5SfFz82Y+RQsJCWHqof6VJggC4uLiEBQUJEGJAIbASCwmVKxYUZa0vXjxAgsWLICjoyMsLS1lUMPo6GjMmzcPFStWRMmSJWVkMjk5Odi4cSOcnJxQqVIlWaVbEARcvXoVHh4ecHJyYhYN0tLS4OvrixYtWnDnckNDQzFlyhRuh06v1+PGjRv/swRL5r73gwcPFHU5L126hG3btnH9V65cYWrQihYSEqJI9BUeHg5CCDep1Wq1qF69OpdEBjDsPzzGUdHMEQx+LKZSqXD06FEurHbSpElcSOr9+/dRrlw57u915MgRWFhYcP3nzp2DhYUFF2Ypku0pzX5PnDhRUQpEEATuXvt3MHPalPPnz1cksxwxYoTi7Py0adO4JGaAoVNfp04dbtcwJiYGNjY2isRdzZo1444yAAaUDo8bRTQlluKP0QoKCnD37l2sXLlSMuahUqlw5MgR9OzZkxZxeTDmv8o+J6R/giUlJcHPz48mj8bkNDqdDqdOncLXX39Ng0bj4ej8/Hxs3rwZNWrUoH7jWU6NRoPt27dLOoR2dnZ0TkYMhjp06ED9xYsXl2DE09LSsGDBAlo1tLKyksxCiq8hdlQtLCxkulFZWVlYvnw5xamz5k9CQ0PRo0cPEEIkpC6iqVQqbN68GQ4ODlyx5devX+PHH3/kkowIgmBWckar1SrqDH62T9fMBaV79uzBDz/8gBUrVuD06dOIioqSJJPPnz+nRaAiRYqgWbNmmDBhAg4cOIA3b95AEASqjWb8KF++PL777jsEBgbiw4cPdO7U9NGyZUts27YN8fHxkiKO8aNHjx7IyMhAWFgY029nZ0c7dc+fP5f5RWZEEXIjCIKEbVBEAbBm2gkxEEAcOXKEew0PHjwILy+v3/sT/aWm1+sRHh7ODGJETWg/Pz/mXFVBQQEOHz6MBQsWMNeZTqfDyZMnuXJYgAF6r6Txmp2drcjEKH7Ozya3HTt2KN7/ffv2VZRd6NatGyZNmsT1e3l5oXXr1ly/OEvOI4ASZWNYM6rAv+YCWdBt4F/kZm3btuV+BpVKxZ0v/RSNp08JGGb3lFAtmzZtko34GNvq1au5JDKAgbzJGDFhagUFBTLEw9/JzJEwTpw4UXHEp0ePHorFFQ8PD9SrV4+bUIoNCB48XRx34M3J3rp1C4QQTJ48mfsZypcvz9UlBoA5c+bg66+/5u65ubm5aN26teKe/Pz5809uz05NTcXWrVvxzTfffFTzpH96QkoIqU4IuUYIeUEIeUYImfLPf19MCEkghDz+56O7udf6VBJS0bRaLU6cOAEvLy9mdSk0NBT9+/eHlZWVjFWxsLAQe/fuRYMGDUAIkWmEin4Rxjt27FjZ69++fZsSErAoqjMzMympCo8Q4NatW/Dw8EDLli2Zh39ubi7Wrl2rOKAdFhYGX19frr+goICZsBqb0pzOZ/t7W3x8PE6ePIl79+7h3bt3ko5Sfn4+Ro0ahS+//BI9e/bEhAkTsHr1ahw5cgShoaFITEyUdTCLFy+OL7/8EgMHDsSSJUuwZs0abrJYoUIF9OrVi8m+KxZzZsyYgZiYGMlstPgYMGAAPWBFsiPjx9ChQyUzxKZSD6VKlcLRo0clXTJPT0/Z69SuXRv+/v70HhYZFY0fw4cPlyReL168kCSt586dY15/UQKDR1AlWl5enmJH6rN9tv+PmXamjU2lUqFKlSrcZF4s3PBIj0R/p06dmP7Y2FhYWlqiZMmSzHMvISGBciWwNEizsrLoyAiPcEiUbKlTpw7Tf+PGDYpy4NnatWtRr149rh8Al3jqUzRzsFAltl+xeK1kH1Mw/mebObjwxIkTFSVIOnXqpJjsubi4oEyZMtwuacOGDUEI4cJmxfuBR14looNq1KjBRJUcOnSIoo9Y8XZ+fj4973iFj4EDB4IQQpn5Te3x48cghHAVKABDp9icQsPHOK8p2sf02f4TCWkVQkjTf/63LSHkNSGk4T8T0pn/7uvgE0xIjc34RzZN/KKjoxEQEEAPPmONTr1ej1OnTqFz586SeRdxY9bpdDhy5AhcXV0lUATjTeH+/fvo0aOHZDM2nmvJzs7GP/7xD8lNZtoxCA0NlQQIpsmlSqWSsFp+ahWiz/bHTa/XIy4ujgmfBgwQtzVr1iAwMBDXr19HVFQUhck+ffoU7du3x9dff43+/ftj8uTJWLFiBfbs2YOEhARs3rxZQpZlb28PFxcXeHh44OTJk1yNUUIIBg8eDH9/f67fw8MDISEhktlA8eHg4IBbt26hsLBQIuMgPqZOnUrv23PnzjFfW+ygCIIgQS6ICadxIhgdHS2bNf/++++RnJxMizIXL16U+MuVK4eoqCikp6fTAP3mzZvc7yq+jlarpWQehBgkclgHrViZbtKkiWJHatKkSYqd1v+WfdYv/vQtOTkZgwYN4vpF1AIvsBw6dCgIITIGbNHE7mXlypWZfuP9hAVXX7JkCfWzumoiyzkhBI0bN5b5jdEQFhYWzHGB7t27079hJWLZ2dmwt7dH6dKlmd8BMIzY8JLuz/a/ZTNnzlSUzunQoYPiHGGtWrVgbW3NLQKJ5yevSyoi8pycnJgxgpOTE13vLFhtz549qZ+FOlizZg31jxkzRuZ/9eoV9ZvKLInWokULEGIg1GPZ8ePH6TnKs2+++UZx7wIMrM6fzbz96Qmp7ImEnCaEdPm7JqRJSUlmqyMLFy5UDOx27dqF4OBgyb8JgoCcnBw6O2UK09Hr9VS2QdR0Mr3pjWG9AwYMkMFYjQO1GTNmKFbLNm7ciFevXnH9p0+fZgoTi/b48WNFLH5qaqpsNszYCgoKmBTtogmCgJcvX3L9AMyKhP87umZK9kcC3zdv3ihen5SUFMWuslarxblz5xSZ3i5fvsw8XHJzcxEfH4+XL1/K1ml6ejpmz56NGTNmYOnSpbI1cvToUZQqVQrly5eHi4uLZGZEp9NJBOnFDqH4GRMTE9GqVSuJ35gp9erVqxQiLj5cXV1p93Dv3r2S+W2xuyAWUg4ePChjqS5SpAglPwoNDaXkGeLDysoKU6dOhSAIyMrKolVe40f79u0p++GsWbNAiEGrTXyvypUr07X6+vVrWFtbo2XLlpRgx9LSEsOGDaNzzFOnToWFhYVE83TQoEFo2bIlIiIiIAgCGjZsCBsbG4qQqFu3LlJTU9G8eXM8fvwYOp1ORpJ24cIFCIKAK1eu0CRZ1G0jhKB3795Yt26dbM2IrNUWFhZceKooU8PSOhTt9u3b+OWXX7Bu3TpmtV6v1+PIkSOKe+OlS5cU9xXAMBurdO9t27ZNESb76NEjxb1HpVLJ9mdTU4LpAsrdP8B8N8McM6w59tk/sjelpKTg2rVr3NfIz8/H+fPnuX5BEBAcHKzIGDps2DCmxihg6MSLMHsW6VNsbCy991q2bCnzp6amUqIPQojsc2g0Gsm9Y0qOJs5+igUyUzZlQRDQoEED+h5FihSRdXSGDh0q4XIwTawjIiIkexkr8TZGfvDWw/fff49GjRoxfYABBqt0P3348MGsxuhnM2/JycmK11GtViM4OJiLIhMEAefPn1dEit28eVNxX3N3d4efnx/XX61aNZQoUYI53lRYWEjXO4s4KCsrS1IgNe2S5uTkSAqfO3bskH0/a2trEGIgymQljCLxlbW1NRwdHWXXwhgVZG9vLyNIMiYOtLGxYaJ5xPuexS0A/EtSjhDCjT+rVq2KokWLcn+LmJgYlClThrtHC4KAc+fOKaIBrl+/ztWYF40nmWVsSjH8x2D/0YSUEOJICIkjhJT+Z0L6jhASSQjZRQgpZ+75H3tCevDgQXTq1ImLMX/w4AH69u0rCYKNLTExER06dICrqyuaNWsmew21Wo1evXrBw8MDFhYWMjITkfVPrKzu3LlT9h4HDhxAt27dYGVlJaOCBgzd1M6dO6NChQpM/bX4+Hh4enqifv36GDx4sMyvUqkwePBgtGjRgjl3JggC5s2bhw4dOqB79+4yP2DQI+zatSs6d+7M9IeGhsLLy4tbxYqPj8eIESO4fpVKhXnz5nFfXxAEbNq0Cb1792b6AQPZhKkOrLGFh4crzrtkZWUpVsm+/PJLFC9enHsADR8+HISwaewBICAgAIQQJoMwANy7dw+EECZhRnh4ONq2bYuGDRsyn/vu3Tu0aNEC1tbWzIrr48ePUbNmTVhaWuLXX3+V+QMDA+nhY3q4aTQajBw5km76pr9hdHQ0FYMnxACpNQ72bt68KUtajQsT58+flwSjhBAJc9+tW7co1E5koROZWgHDYVKxYkWULl0avr6+KFKkiER+o7CwEC1btsSUKVNw79491KhRA5UqVcLcuXPpb7lixQqsWrUKeXl56N27N4oXLw5fX184ODjg3LlzSE1NRa9evQAY5uREMo7Ro0ejePHiCAgIwPbt2zFq1Ci8efMG5cuXx4gRI1BQUIDhw4ejZMmSOHXqFMaOHYsiRYqgZcuWcHd3pzNC9+7dQ4M7HgvlAAAgAElEQVQGDZCYmEj1/VxdXWXd0dzcXAiCgBUrVmDGjBk4ePAgl0AlMjISP/74o2KRRGQS5wVmV65cgY2NDVxdXZnEEgkJCahfvz7KlSvHLNZoNBr07dsXVlZWshEHwHBfT5gwAXXq1IGXlxdzjw4ICEDr1q0pe7mpXb16Fd27d+fOQr158wbDhw+Hs7Mz05+VlYU5c+agYcOGTL9Op8OqVavQqlUrbsCyd+9emaSNsV2/fh2DBw/m+mNjYzF69Ghu4i/KWvHeX5yd5OmgioWUAwcOMP0XLlwAIQTTp09n+gsLC7FhwwYsXLiQ6U9KSsLhw4cxffp05v4SGxuL69evY/To0Vi6dKnM//79e0RERGDw4MH46aefZJDWlJQUREdHY/jw4dixY4eMBTcjIwNv3ryBj48PNmzYIGNWzc3NxevXrxEQEIDp06dj9+7dMjbjp0+f4vz58+jfvz/OnTsng5LGxsbi5cuXGDx4MHbu3Mm8r54/f45Zs2Zh1qxZTIhiQUEBNm/ezL3OgiCgWrVqsLe3564VkfGeV0ApKCjA2bNnuRIW+fn5CAkJ4RLJZGdn4969e7h27ZpMNxgwFEAjIyNx9+5dZqf6w4cPePPmDc6fP8+E26alpSEuLg4HDhzAhw8fmEXk169f49ChQ0hKSmIm9tHR0bhy5QpevXrFJSC7desWV2cV+JeWK29Oc/78+SCETypz4sQJEEKwYMECpj8mJgaEGAgieebj48MlsCsoKMD06dOxatUq5nVMSEjAwoULMXXqVISFhcn8r169wsqVK+Ht7Y1Xr17JCmpRUVFYsWIFvL29cevWLRm7dUZGBqZMmYLx48dj7969SE1Nle1PY8aMga+vL3x9fWWIPMCAWtiwYQNGjBiBvLw8WaEpKCgIW7Zsgbe3N96+fStrSGg0Gvj4+GDYsGG4ffs287fatWsX5s6di0OHDjHXY15eHnx8fLBixQpusvf48WNMmzaNm1CK0GPW3gX8q9OrFJ9mZmbCw8ODuyYLCwvh4+MDZ2dn5n33sdh/LCElhJQihDwihPT95/9XIoRYEUIsCSHLCSG7OM8bTQh5SAh5WKNGjf/SZfj/W3Z2tkR2hUXSIyYRhBBmQGNKnmJa/f31118lflP22tevX0uCbVOsvSiCLfpLlCghI2QQMfRiZde0yrR+/Xrqt7CwkB3m169fl3xG04Po3bt3Erpp04QqNTVV0oUy7TYnJydLtABN59qysrIklTLTWQBBELB161bqZx304eHhFH7CmjlRqVQUvsmaHwIMm0rFihURFBTE9CcmJsLHx4fbTT9y5AjWrFnD9AEGpreZM2dyE9aYmBhMmTKFqbMJGDakWbNmccmgBEHgBpyA4QBT6hKlpqZi1apV3KD34cOHGDBgADMAEAQBW7ZsgYuLC3PTzsvLw7fffotq1aoxq/tRUVGoV68eKlSowCShuHv3LsqVKwc7Ozvs3btXFoxduXIF1tbWWLVqFU6ePCk72O7du4fmzZsDMCRix48fx9GjR+nrxMTE0CA2PT0dYWFhGDVqFKpVq4Z9+/ZBo9HQAFKn0+HRo0coKChAlSpVQAjBkCFDJAGgOIN69+5dum579uxJ7524uDiaXJ06dYr+zfDhwzFx4kRkZWVJfgeNRoNixYqhbt26OHz4MAoKCpjJWWRkpGQu9Y9aWlqaIiPopUuXULduXbRp0wZ9+vTBiRMnJO99+fJlynhsa2srY7R8+vQphSCz5vJTUlIkxQpTCQG1Wi3Ze0yr+Pn5+ZSkjeXPzMzEhAkTqN+0m6xSqSRdb1bCFhgYSCHbLEbKZ8+eUS1VVlGzoKCA7o882SNRvstUJ1u0jIwMzJw5k1vMunLlCnx8fLizRlFRUZg6dSpXUiU/Px/Tp09nBrafipkjUzPHSPqxMOPu2rVLkWk4JCQE8+fP5yZiBQUFaNasGfesiImJQfHixblQ0Lt376JIkSIoUaIEMykW92Ie8dqDBw9QokQJFCtWjEnulJmZSeMNV1dX5l4mEtLVqFGDmbCKyaCTkxN3L/Tw8ICnpyfTBxiKMAsXLuTeM5GRkZg2bRoXUpucnIypU6dyCX8KCwsxf/58szOyf5UpnSGCICj6xU4f72/E88vce3wqJv7WvCJQYWEh5s2bx51zBQyIJRsbG9SqVYupIHH06FGKIuEV/j4G+48kpISQooSQi4SQ6Ry/IyHkqbnX+Zg7pHv37kXlypVpsNGoUSO6wQqCQEXtjR9iwCIIAlatWiUjVvniiy/owbd792588cUXstd4/PgxAMPB4e7uLpmzM+6QRUdH45tvvpHNp4nVU7VajREjRkhmyggxQCpF27Ztm8xvPIAeHh5Og2rjwFm07Oxs9OnTR+Lv2rUr9YtagcZBo+n8y5s3b+Dl5UX97du3l/j1ej32799PGY7btGkj24w+fPiA8ePHw8rKCm5ubszN6vbt2/j666+5c3NarRb79+9Hnz59uNBdjUaDS5cufVKb4X/TzInWK0HJBEFQpODPyMhgEnmJ9uTJE3z55Zdc/4ULF2g1+dGjR7LDwbg6qtfr0bJlS9StWxe7du1irofY2FgKwWvevDmTldrPz0/S+T18+LBk7QiCIJGNql69uqygkZeXJ7lH+/Xrx7zOolams7MzF5qfkpICKysrxYPP+LP9p+3OnTtYv349hg4diiZNmqBcuXJUiF6v12PdunVo1KgR/e729va0yq3X6+Hr6yuBZNvZ2dEquYiKMN6Dy5cvL+n8hISESPbgKlWqSAoqKSkpGD16NE2aWV3S06dPo2bNmrL9XbSMjAw639i0aVPmdb169Srq1avHRNEAhn1nxYoVaN26NTdxSklJgb+/v6Kc1d9Z6oqXYImmNK4CGJALSmt+3LhxihqnM2bMUNRcfPDgwSdzbkRFRSmOx0ycOJFqIJqaIAho3rw53NzcmH69Xg8HBwcQQphJvCAIVJGApXEKgCoazJkzh+lfuHAhCGHPHQKGQpqFhQX3+QDg7++vmNj/L1t0dLQiUc7169cRHh7O9f/2229MtJ9oOTk5mDVrltkxDSW/OO72d7LMzExs3bqVGSfFxMRg5MiRsLKygrW1tVmG5b/K/vSElBBiQQjZRwjxN/n3Kkb/PY0Qctjca33MCSlgCAb9/Pxo0LNnzx6J/86dO2jZsiUNaGrWrEkPRp1Oh507d8rmvkS5E41Gg7Vr18qIV8S2vU6nw65duyRJMSEEVatWpRWm+/fvo3Xr1hK/tbU13eizs7Mxd+5cSUBraWkpqX5evnwZLi4uktcw3kwyMjIwbdo0yayeKbzuwoULlD2YECLr0onwDfE1WNpeV69epdBNVsCcl5eHxYsXo0SJEjRoNbUXL16gd+/eXMkZQRDw66+/KlbytVqt2cTqs/01Zm6OTuy+JiUlMZNIMSDPzs6Gk5MT2rVrh927dzMhLo8ePYKlpSWttG/evFm2LsaPHy+5bwYMGCDpYKekpMgKPr1795YEYsYdNvH+XLp0qSR5MCZDIYTAzc1N1mmePHky9Ts6OjI76Xq9HlZWVrC3t+d22kX7K/TLCgsLqTSPsb148QLLli1DkyZN0LRpU8nvkJ2djYCAANSvX59eX+PnZ2dnS+SsJk6cKHltnU6HPXv2UFkdFuw+PDwc7dq1Y3ZJAUOH0MfHB0WLFuXuPXfu3IGLiwsXAq3RaODn56cIE3z//r0iicnf2czxOPDgcKINGTJEUZu6e/fuzPlV0bp166aoHzpkyBCu3AtgmFVTkhP6lFjnk5KSZLBnY9u3bx9+/PFHrn/u3LlwcnLi+sUZd97MntgM4M2Fi/PvSizijRs3psV/lkVFRX00Xe8/28wVpp49e6bIdxEeHo4BAwZwXycqKgoVK1bkal3n5ubCysqKi/gADIRLSvOxw4YNw7Rp07hJ57Fjx+Dr68t9vlarxdmzZ7n+T9XevHmDYcOGYciQIX/1R2HafyIh/fqfgU8kMZJ4IYTsJ4Q8+ee/nzFOUHmPjz0hFe3Dhw+YOHEiateuLavECoKAo0ePolatWiCEyISac3JyMH/+fDpjV7duXUlgnZKSQrt7YkBpTHiQm5sreT4hBP7+/pL3P3z4MK3Ss4Ku6OhoDBgwgPq9vb0lfp1Ohx07dqBixYoghNB5N2N79eoVevXqBULYcw2FhYXYvHkz7Ozs0KVLF+Z1fPHiBbp164YOHTow/TqdDtu2bUO/fv24G8379++50DPR/q4HyWczmLkDNT4+Ho0aNUKfPn2wdetWZufi3r179J4rWbIkhg8fjps3b0rWnTFckxADsdGKFStoYBsfHy9LOIsXL4558+ZRAq0RI0bIUBBlypTBzz//DEEQEBsbSztwxg93d3fakdm2bZvM7+DgIIHPHzx4UOKvXr06EyIkwkNdXV0ViXScnZ0/yuTn7du3zO6NIAgICQlBnz59mNDY3NxcrFmzhgsLV6vVWLt2LZycnJjkPOI+37FjR25h5OXLl1i4cCF37yosLDRLjvR37mIqmTl5j0aNGil2QatUqaJIXOXi4qKoqdikSRM0bNiQe/2bNWsGS0tLGc+DaCL0m5cE+fn5wc7OjqtxevHixY9OxF7JlNapRqNRZOd+9uwZfvjhB67/1q1bcHV15frDwsJQpUoVLlpArVbDyclJ8TPu3Lnzb9dBE02n0yl+t9TUVEU0Uk5ODsqXL89d6yqVChYWFhgzZgzzfXQ6HaytrVGzZk0uqsDR0RFFixbljgmJDLzGsa6xiaNmvKQzKiqKW2AUzc3NTfGeu3DhwicbS75+/frfIkH6b9ufnpD+mY9PJSEVLSoqiov512g0WL9+PRo2bMgM9OLi4vDdd99xq+zPnj2jeoSshC82NhaDBg0CIQamUdP3UKvVWLFiBWxtbVGsWDEmROnOnTtwc3ODhYUFnjx5IvMbd1R5FTKxo8qbVUxPT8ekSZMUA69z584pzuRkZmaahWB9tr+v6XQ6Rcbj5ORkeHp6wsPDAzNmzMCePXvw8OFDSecsMjKS0tKLcMvx48fj9OnTNFlkwe5r166NZcuWIS4uDhkZGZT90zShXLBgAVJTU5n6oIQQeHp6IjMzExERETJf165d4e/vTxO+jh07SvwdO3bEkSNH6D0cHx8ve43mzZtj2LBhyMzMhCAIePv2rexvqlatKiNiEJkNCTHI57ACCpVKBUIIfHx8zP5W5pip/wpTYjNUqVSK1f/MzEzFWWuVSqX4+uZmn/5XTakDqNfr0aBBA+5ayszMBCEEW7duZfoLCwthYWHBLYQCgL29PWxtbZmMowAoEskUBSWaCCM1HlkxNhFG+uWXXzIToUWLFtF7jmUPHjxA6dKluXNmOTk5ZlniPyYzdw/wSJEAw/7PS0TE1+bp0Yp25swZRb+5meGP2cztMVqtFjNnzlRMyB0cHPDTTz9x/Y6OjqhatSpXx9XZ2RmEEMyfP5/pF9neGzZsyLznxAKOjY0Nc9zFWKZp165dMn9ISAj1r169WubX6/UU2bhhwwbmZxw1ahSKFCnCRUaEhobC2dlZEf5648aNz/v9/8M+J6T/ZUtPT1eEw/3222/44YcfuBj84OBgNGzYkJvw3b17Fy1atOAS5CQnJ2PUqFEYN24c06/X63HgwAEJ06ipxcTEMDcB0bRaLSIjI7l+4OMS4/1sH589fPgQx44dw+nTpxEcHIwrV67g9u3b+O2335CYmIjFixfD3t4e9evXR7t27dC/f39MmDABS5YsocREosaYMdy1bt26GDhwIBITExESEiKThSHEQO61evVqaLVauLu7MxPK+vXr4/nz59izZ4/M5+bmhoMHD0KlUiEpKUnG8mt6b5pqlfbq1YsGC+np6fjll1/o5yfEQLMvHoJ5eXk4dOgQlZQRH8bBxKFDh5CRkYHy5ctL/sbKygr169eXkCSZwn/Xrl0r+21evHgBQgxEQ0pSHnl5efjHP/7xh9fCZ/v7mxJDeXJyMghhs8gDhuISIQTVqlVjVv1jY2Ppembp7qrVauqfNWuWzK/T6STwfBYKyhihxOrmGo+9sGYPRdZVQgiTmE0sKDVp0oT5HXU6HTp16qQoA/J3MnOFro+x+/PfMlHZQKnI06VLFwwePJh7HcWEkMfSK7IxOzk5MYkIRbQcIYTJgD548GDJeWlaTJkzZ46kwGs6cyoy04rnoqn8WEpKiuQcYxWr2rRpwzwvRdu+fTuNB1hklQUFBbC2tkb16tW58ONFixZh8uTJism/OUmv/yX7nJD+Qft3qh9KQRsA2c0mCIJko0hNTZUkoFqtVjbfYJwgCoIgI9fZvn275P+fP38uuUmOHTsmuTHUarXk7+/cuaOolffu3TtFYoj8/HxFUgdBEPD+/XuuH4BM68rUzHVNP+Wq559h5tYqb4ZK/G0uXbokmafMysrClStXcOTIEQQEBGDx4sUSra6QkBCMGjUKQ4YMQZ8+fdClSxcqcJ2bm4uJEyeifPnyKFu2LGxtbWFjYwNPT08UFBRApVJJ5h7FR+PGjen9dObMGUmXkxADsY0ouZCTkyNL9gghksNl7969Mv/48ePptYqPj4ednZ3E36BBA3qt9Hq95GATD2njTsbMmTNBCKE6hEWKFKGzhG/fvsXu3btBCMGkSZMoTHjGjBkADPPV3bt3R6lSpXDw4EE6i+3m5kaLOvXr10f//v3h4OBA36tUqVK08LVv3z60adMG3bp1k3xOY1KQe/fu4eHDhxIIsYODA9zd3WXQrODgYPo3PEiUXq9Hv379FAtb5mZ+AZjVXgPAhY6JFhYWprj2s7OzzbKkmiO9Mbc3mSvAfcxVdLVazZX5EM2cxrNSoqTX61G0aFHu7P6DBw9oMsi6jufOnaPrcfPmzTK/MVt127ZtZdc6Ojqa+m1sbGRrLikpSXLfmMIZjTUXCSFo0aKF7D3EGWQLCwtUqFBBtl6MA/CaNWvKkomMjAzqHz16NPM69enTB05OTjLJGcCwvm7duqU4J/vZ/rtm7p7h+QVBwMqVK7loPMCgj/3FF19wE6WlS5fS4icreReJnywsLJjs4Mbr9auvvpKhQoz1x6tVqyYrshijjxwcHDBjxgzJPbN//37qr1ixInr37i1Zu0+fPqX+kiVLwt3dXbbujflZmjdvLkPlGY/cODo6yljaHz16JEmKWXD7tm3bghCD9ripAgVggJcTYiAD5RVJ5s2bx9QdNraMjAzFMyQ7O/ujlnP5d+1zQvoHLDIyErNnz+YutKSkJPz0008S5lpjU6vV2LJlC5o3b86EiQmCgA0bNmDKlClMjU/AQFG+atUq2NjYMKEPjx49wrp161CqVCmm1l9iYiKWL1+OL774glm5FaULevTogWXLljE/Y0BAAEaNGsXUOQUMBChz587F5MmTmf5Hjx5hxYoVGDt2LNOfmJiIbdu2cQ/i/Px8HD16lEs1r9frcenSJUUYz4MHD7B9+3au/+XLlzh37hzXn5iYqLip5OXlceEtgKFooQT1e/nypeIBFhoayn1/nU6HrVu3MpkPk5OTsWbNGrRp0watWrWS+c+ePUvnn0uVKiUJTMW5ORGeQ4hctufMmTNwdHTkdgdPnTpF5xbFA9LYLl26RBmUCSEoW7aspFjz6tUriXQHIdIZa7VaTedNeJ9BPJx5nyEoKEjid3R0lBSZHj9+DEtLS9SqVQuVK1eGjY0NLSC9ePECT548QcmSJXHhwgVaWRYD56ysLNSpUwdff/01dDodtmzZAkKIRFeybt26aNiwIVQqFZ4+fYoSJUrgq6++okH+wIEDYWlpialTp6KgoAAuLi6oVq0aJcAJCwsDIQR16tRB7dq1MX78eJQsWVJSNY6KikLVqlUxadIktG7dGmXKlMG0adNk6wEwMIB7eXmhZ8+eOHnyJDOZio2NRadOnRShdefPn0fFihXh5eXFhMHm5OSgTZs2WL58OfM9BEGAv78/atasyU2YDhw4gPbt28sq6KLduHEDkydPxoQJE5j+mJgYbNiwgSncDhgCgcDAQPTo0YPp1+l0OHfuHIYNG8b0AwYtXSUq/sePHyuyTr57945LlgQY1hiLKE40rVarmNSPGDECVlZWXGja1q1bYWFhwdQIBQzFTCsrK+6MZmpqKpo0acJlTf3111/h7u6OSZMmMQPs3bt3o2fPnujfvz8Tinn8+HF8++23aNy4MYKDg2XJ4O3btzFo0CA4Ozvj1KlTskA/LCwMAwYMQO3atbF9+3YZsdTbt2/RsWNHNG/eHLNmzcLTp09lHR9XV1d4eHigZ8+eSEpKkiXoM2fOhIeHB5o1a4bY2FjZWa7X61G3bl04OTnh/v37zM7W5s2bUb16ddy/f59xFQ3fs2zZstwij16vR0BAgOJs+NWrVxURXiEhIYqJ0vnz5xEREcEtDgcFBeHx48fcrlFQUBAiIiK4n/H69et4+PAhF9qs1WoRFBSEhw8fcotAt27dwtOnT7ldLUEQcP78ecUC+KNHjxSLOGvWrIGlpaUsCRItJCQElpaWTIQKYCBmqlmzJjcJ+e2331C6dGkuNPnq1asoV64c/Pz8mFDvEydOoHLlyhgwYAAzLtm/fz8cHR1Ru3Zt5m+1b98+1KlTB/b29szYNigoCDVq1ICdnR1+/vlnmT88PBylSpVCzZo1ZZwngKFDXqxYMTRo0ABt27Zl/lZdunRBvXr14OzszCyI7dy5E05OTrC3t2cWwwoKCmBrawsHBwcuwdHcuXNRoUIFrF27lpkwFhYWomrVqvj++++5jamTJ0+iS5cu3IQzISEBVlZW3DNEq9XC0dERjRo1YvoBw5oVNc8/ZvuckP5Oe/LkCe1WiMy4xqbRaOhMZ/HixZnJ4saNG2mQy9LUMq78Wlpayg6CqKgoCiUiRD6grVKpJCy83bt3l72HKOBMiAGGaHpQLFmyhPqrVKkiu2mMsfp2dnYyptGUlBQKZypdurRsA9VqtahXrx5NeEw3x/z8fPTt25f6TZ+fmZmJWbNmgRADhNC0sqzT6eh1Llu2LPMQCQkJgbW1NSpWrMjs2nz48AFOTk5cXTJBEDBy5EgulT1gCIqUiBpWr16NRYsWcf3e3t5cVrnExEQ0btyYCY0RBAG7du3C0KFDmQmpIAiIjIzEqlWraFfO1PLz87F161Z4eXkxr09BQQH8/f3x1VdfMQ9hlUoFX19fVK1alRkoZGVlYezYsShatCiTRTQjIwPe3t7cey0nJwfffvstCDHMi5j+RoWFhfReXLRokWyNCIJAO4MrV65kdsvGjRsHQgwQJuOENyYmBmq1GlOmTIGPjw+io6Ml2nDp6elwcnLCwoULodPpoFarZUFC48aNUa1aNTrPGRwcLPkO4my5p6cn1Go17t27J1nHq1evBiEGCG5QUBCioqIkQbdKpaL7RMeOHZGens4UCSfEMEv7/v17LtwrJCTk/wULVKrqJiQkYMOGDdzu4o0bN+jeMmbMGNnae/XqFYVc9+3bV/a7Z2Vl0Q56zZo1ZXuTGOSLe7RpoC4IgkSH1DQZ0mg0mDZtGvWbzuPm5ORIdJxNC1KCIGD//v2UtIqVKNy6dQsVKlSAlZUV897KyMhA48aNYW1tzQ2QZ8+ejQoVKnAD8BcvXqBt27ZMHwD8/PPP8PT05Aa/169fR9u2bbljGrGxsWjXrh03qDPXHTaHbDHXaTcH7zSHrMnPz+d+RkEQkJeXx/0M4vPS0tIUv+eHDx/MXofk5GSzZDTmSK+USFju3LmDVatWcZFK4v3i7e3N/U06dOiAkiVLckmounTpAkIIpkyZwvxdevToAUtLS/To0YM5Rzp8+HAUKVIErq6uzCLThg0bUKRIEdjZ2WHHjh2y65GYmEj3whUrVjD3J/EsmDlzJvN7vnv3DoQQZoEeMPzmzZo142qSAwaSqrZt28r2DNFevXqFtm3bKuqMKiHvBEFQ3Kfz8/MVC9xi0YS33t68eYPExETuvfXixQu8ffuW26yJjo7G/fv3ueeMWq3G4cOHJXuO6Wzsrl27kJuby/2MR44cQW5uLvczPn36FP/H3nVHRXG97dmloygI9gJiVySW2BV711hQCfYusaCi0dh7Q41dg4qxl1ij2EVFjQrWiChYsVFEUTosu/N8f+y5NzM7987ml/ZpwnvOnpOTV3ZnZ+fe+5bnfZ6YmBhV1YRz586p7g+RkZFmIbfSkRiWZWdnq+5xHz58QPv27RU62FIbPnw4lXRkWXh4ODQaDTP5/5QsLyH9g5aWloZBgwZBEAS0adNG4T9z5oxMo9O00rVv3z7Z3Im1tbWMYe/gwYMyjT0pjA8wVrg6dOhAtQ4JNIIsvujoaPTp00ehdUoYKFNTUzFixAhZd0oQBMpqJooiFi1aJGPnFQQBu3btotdw9uxZqhlGXtIHPi4ujg6vk5e0C6vX6xVMpaZdypMnT8qgF6YLKiUlhQbsgiAwxd9Pnz5NGYIPHDig8GdkZKB///4QBIHZRQaMwXHhwoW5+lnZ2dno27evKqyZ10EAjM8Lj2HRYDAgODiYu6klJCT8LvjjnzVzAZM5Uo0nT56oXuelS5dUoY+7d+/mdmkIjImnj6fX6zF8+HAuNFOn06Ft27aKw4ccqJmZmWjWrJniHrx69Qr16tXD/fv3uQF53bp14eTkxO1SEXmYIkWKMBleV69eTZ/v1q1bKw5QaVHIysqKGfiTxEsQBAwZMoT5W5LiVdeuXbkH5L59+9CtW7d/BGIaHx+P8+fPY+PGjZg0aRK2bNlCP1cURWzevFmmEypl19br9ZgwYYKMoVha0DEYDBTeTF6mHeH169fL9ldTBEZ4eDjc3d2p3xQhkpWVRTVGBUFgztNeuHCBzvay5pwyMzPh4+MDQRC4zKShoaFwcHBgzkcCxr2pa9euTCin9Lv8G0cazD2n5iS8njx5orqvHTlyhJtUAEYGbLWuBI9E6VO0c+fOYenSpdw9XK/XI3/+/BgxYqmUFx8AACAASURBVAT3WapQoQK0Wi23OFGnTh0IglFPnJUsktlEGxsbZldLSnazbds2hf/OnTvUzyOoatOmDezs7GTjJ1I7evQomjVrxn12EhISzHJo/FvN3B6iJqkniiI2bNigWtxZuHChKpJs+/btqmvq0aNHqgnkv5l0jiBFPmXLS0j/pO3duxdOTk7MQPf9+/d0eLt8+fKKxXr58mWZ8L00YCIBl1SHtGDBgrRiZDAYsGbNGjqXRl7SDtKBAwcUOqdSMqMHDx4odEqlyXVWVhamTJkik5ypU6eObMGeP3+eQjoFwTjjJ/V/+PABAwcOpH5PT0/Fgj906BANymrWrKnwv337lh5E9erVY/4OO3bsQP78+bmSMXFxcWjRogXVcTU1URSxceNGLnQPMFa61KBxoij+YabDf+sm+E+b2n0URVE1IWYdVLdu3cLYsWORkZHBPQgbNGiAwoULM/Vxgd8IS2xsbJjaart376brw9HRUTHrcv36ddkabdmypexa379/L/NbW1sr6PIJykBa3DK9V1ISqEmTJjG/C4Evq2kmAv/cvLYoirh9+zbGjRuHMmXKKGbrHzx4AF9fX2g0Gtjb2yu6PxcuXKCEM3Z2doqiUGRkJL788ksIghGBYbq+U1JS0K9fPwiCEUHCer62bdsGOzs7eHh4ML9DbGwsatSowWWBNRgMmD59Onf0AzAGempyVzqd7rOVKFAzczPGISEhqtwEv/zyiypB38OHD1XhdFeuXEGZMmW4ha4tW7agevXq3GLjt99+i1OnTnE//1M6F8wVPSMjIzFq1CjuNRsMBlhbW6tKiri6uqJ48eLc35XEKzyyHVIAGjlyJNN/6tQpCIJxXp9n1apVU5WlOXfu3GfFaPxXmrlZ+0WLFqlCtkeOHIlp06Zxn6XJkyejUaNG3Jn95cuXw83NjUvqeezYMZQoUYLbWHjz5g2qVavGhbWTpJe3XgHziIpP2R4/fvxJFx7zEtK/wJ4/f86dBQCMhEHOzs5M+EVGRgat5JcoUUIBL3jz5o2Mscw06IiNjZXBbk0Ttvfv39NOriAIsLe3l0E9SGJLKLAFQVAMZ9+6dUvW6TTdDNLT0+Hv70+7ESy4zrFjx2gHhiVinpCQQL8na7MgCaO9vT23+vjkyRPUq1ePO6up1+uxaNEi1S6c2pxnnv377Nq1azh48KBq4FevXj2UK1eO2+EksEytVoulS5cq3ksKPRUEJevgy5cvZf78+fPLCBSys7NlnTpBENC8eXMZ3Ek6p0uSX+mhPHPmTJlfEJSQs549e8r8rKDvxIkTNDlTWythYWGqHbm/w3Q6HbdDThJT1mhEbm4uVq9eDUdHR0yePJnpX7x4MWxsbJikOYCxqFCgQAFu5ycyMhIVK1ZkymkBxnOgX79+qnNnaokL8GlK7PxZM0cIuHHjRm5yAhgLpjxpCcAIc7WwsOCiV3JycqDVatG3b19mIEckZypVqsRExzx48ACCYCRCYyVZx44dg1arxYoVK5h70MqVK7monE/NzMGS37x5w5wHJCaKIgoUKMAc2yBWsWJFDB06lOvv1q0b6tevzy0gbN26FU2aNFFdK6zRl/+K3b59WzXZ3rp1K/z8/LhQ21OnTsHOzo6r40oIxho3bswsFEVFRUEQjEzyLLmVxMREWFpawsLCAvPnz1dAsnNzcynqLyAggJk8duvWDRYWFpg5cybzOdiyZQtcXFy4RYnExET0799fFfL8b9yL/wnLS0j/IYuPj1ftKly9ehWVKlViLgJRFLFnzx64uLigUqVKioNRFEVs27aNsoGyBMDPnj1LO5mLFy9W+F+8eEFZOIcNG6bw63Q6LFiwANbW1ujVqxfzO5COr7e3N9P//v179OnTB19//TXTT+Yd1Zg5Y2JimKxv0utUI10gn5Nn/w0LDw/HjRs3uL+5Xq+Hp6cnateurZjdJLZz504IgpFxcOzYsYrD2DSh7Nmzp2z2JScnR4FkGDt2rOwwJTqG5GVraysj0SJQNumrWbNm9Fq8vb0VfltbW9q1/emnnxR+QZCzkppCWC0tLRXMgqGhodTPI5MAjDBjHsnY/6c9fPiQC7V7+/Ytxo8fz00KHz58iEGDBnErzM+fP8fy5cu5n52amsqtzAO/zSPm2W924sQJ5uw7sWvXrkGj0TBny4HfGHLr16/PvLeiKMLJyQn29vbc34aQtvFQA4R0rVatWgoWW4PBQFFOFSpUUAThmZmZsLe3hyAIGDx4sCKAvn37NiwsLDBu3DhmoqAGX/zULCUlRbXLmpqaytWSJdamTRtVSRdvb2/Vjvju3btVZytFUfykO0h/1iIjI1UJzJ4+fQo3NzcugWNGRgYKFiyIihUrMsmK9Ho9TQh9fHwUz6coiihfvjwEwcg5wiJdIogUQRAwevRoxe/dpUsX2Rlo+ntLJZQ8PT0VDZbTp09Tf+3atRUd3czMTBpL9+jRg9ktHT58OBwdHbFp0ybm8xIeHo5x48aZZV/PM7nlJaSfkGVmZqoOwr99+xa+vr5MnTLA2GXs1asXfHx8mP709HQEBATA1dWVWcERRRE7d+5E6dKluXMvDx8+RNOmTbnQjczMTHz33Xd4/fo193uEhISoHipqcIk8yzOpnT9/HocPH8aLFy+YyWRGRgY8PDxQqVIlzJkzh0mqdPbsWXpANW7cWDGLl52dTWeQBUFgdkvr168vS+aqVq0qmy2TkuOQl7e3N02OpLps0oSQVIlNZ607deqElStXUoIlKY0+gaTl5ubSe0KgauTl7u6OR48e4cmTJ5QAY9asWYprKFSokIzMh9DYkxeruAUAQ4cOhYODw2cpM6FWsNLr9apBdV6x63+z+Ph4VeIWIncyY8YM5r1NS0uja4U1TiGKIuVRIJJSpkag6i4uLsx5UKlcEos1uk2bNtTv5eWlKHhI/e7u7oo5+K5du1J/o0aNFOcfQUCVKFECP/30k+w+hIWFoV69eliyZMlnj+4xGAxmRy7MyS+pScuRz/g327NnzxASEsLdo7Kzs1G+fHkMHjyYm7iT8Q5fX19m159wHlhYWGDu3LmKz5JKvri5uSkaJKas9oQdntiaNWtk/i+++EKGfDFlvS9UqJCsm0o0e6WF2dWrV9Nny2AwyGb/bW1tsXLlStmzMWnSJOp3cXFRjNoQLW6y5lnInJYtW6Jw4cLYtGkTs3B77do1bNq0Ka+bKrG8hPQTMHNBjCnLH2sWSAoHCgkJUczDSTfq8PBwxawVCUwBY+Jr6k9KSqLvaTAYFHAFvV4v6yywNn5z1X9zMyp5wd7fa+YYGj9+/Mj9NwaDAU+fPlVUn0VRREpKCmJiYnDp0iUZUYQoiggNDcXBgwexZ88ebN++Hbt375b9znv37kXHjh3Rr18/+Pv7Y/bs2bJnPTMzkwZ8Li4uaNu2rYK46uHDh7IOZfv27RVdsA4dOlC/jY2Nglxr+vTp1G9lZYV27drJErXly5fLDsGWLVti4cKF9JmWMmqTbsrMmTPpYb1+/XqZv3v37rJuCdFLJeRElSpVkq2XkydPwtLSkiaVNjY2soAjOjoaGo0G3333HYX/SgN4wgYsvYb69esjKCiIFslSU1MV86xWVlZMSCEJ8onuLMv0ej02bNjwp9b17yGhMHfgm+o+s8zc2sjbm/641axZk7JQs4yQ+wUEBDDvM+lgWltbM2fHGjRoQJ/X3r17K84mMgMsCALKli2rONvGjh1L/RqNRoFiCggIoH4LCwt4e3vL1qYULm9ra4smTZrIoMhEh5gk1q1atZJ1Vi5cuCBbc/7+/rJ7Jd176tSpI4N2v3z5EiEhIThy5Aj279+PPXv2qHYIX716pfosm5udNEcSpVaI/j1+c/N75tYp8Hmv1bi4OAQFBSEsLIyZLIqiiF69eqFEiRKYOnUqswBLND5tbW0xefJkBXu2tOjo7OysaIDcvXtX9jz6+PjIfhdpsiYIAqpVqyY7I6S6v6R4u3btWupPSkqSjaiUL18e48ePp8+WTqdD4cKFqb9YsWIYOnSorFjRokUL6re3t0efPn1ksceiRYtk19C2bVucO3dOdo1SQrzKlSsr7oO0yOzo6KhAE126dEl23puOmomiiEaNGsHV1RVBQUHMYllcXBwiIiI+62f2f7G8hPRPWG5uriqjV25uLi5evMjdxEVRxLNnz7j04YBR63TevHkKohNi0dHROH/+PHr27Mn0v3v3DuHh4ahcuTLzOnJycnDp0iV07NiR+RmiKCIsLAzfffcddu/ezfyMiIgIbNmyhas5+PjxY5w7dw5z585l+pOTk3Hz5k2uX6fTISYmhjvbIYoi4uLiuDp2gHHWR23ONyMjQxXKkpOTo9q5NRgM3MP092wm8fHxqv/uzp07qofx4cOHVefPdu7ciYMHD3I/e/LkyRg0aJDs/4uiiDt37mDhwoVo0qQJSpUqJSt0GAwGbN68GV9++SWFnUmp+g0GA3744Qc4OzvTjdl0Bvrp06eyGeg+ffoorm/fvn10xtnV1VURUGZlZaFdu3YQBOMcJ4tUYdeuXfQzWElSVFQUJe9ikcu8fv2a+u3s7BTzYC9evKABpSAoSX/IIU2+hyms/d69exAEgcKRypYtK1uvDx8+RIUKFTB9+nTky5cPBQoUkB3yb9++hbu7OyZNmgRPT09YWFjI1sO7d+8gCEYI1IgRI2hlmpjBYKAH8NChQ2lwK30mo6Oj4e/vj3z58qFMmTIUSWFaaTcYDKhRowasra0xdepU7nM9efJkVar6nJwcLF++XDXIPXv2LJNZm9ijR4/g7+/PZVaMi4vDwYMHuWMAWVlZiIyMxMyZM5l+0rXhdYoBI+JDyk5uah8+fOAy5ALGvYk3GwsYzxk1dm9RFM0G+mp7z/z581GxYkVuInP48GGULFmSSzRy//59lClThjuyQjQZWdwCgBEep9VqMXHiROYe1717d9ja2qJz585MPdvBgwcjX758cHV1RUxMjGIfnTdvHhwcHGBpaYmIiAgFzG7dunUUdrtnzx6FPzg4GPny5YOFhQWmTJmi+Hwi32Zvb4/27dsr/G/fvoVWq4WlpSU8PDyYIzl169aFIAgoU6aMonhCkhCSQEh/a71ej5UrV9KCnKOjI1O+Jzw8HD4+PnBzc+Oio27duoXWrVtz0VFJSUnw9fVlasUCxoL0wIEDuaQ3ubm56NOnj+o5PGDAAERFRXETz8DAQERERHAlit6/f4+NGzeqkmFt375d9ax/9uwZF6UGgOpJ887rrKwszJs3j3mf4uPj8e2336Jt27bcPWX79u2wsLBAmTJlmHtjcnIySpcuDUFgj28ZDAZ88cUXEAS2TJooinREhCWnBfw2QlKqVCku6kCj0UCr1SogswDg5eVFzxuW/nvXrl2pn6W/SeS2NBoNqlevrngeCFGgRqNBgQIFFPtjQkICPau1Wi2TUVmqX84apZMWinhjBc2bN4cgCOjbty/zPt66dQsajQY1a9Zk5hKiKMLX1xe1a9fmPk8GgwGtWrVC9+7dmX7AeL+qVatmtmD0/215CekftJSUFNSsWRPffvst05+YmIh+/frJYHem9uOPP8LS0hL29vbMgOnKlSvQaDSwtLRksr/GxsYif/78sLKygrW1tYIAIisrC+7u7rTaxGIT7Ny5M12Yfn5+Cj/RISVdIVM7fvw4NBoNrK2tmTqcr169Qr58+WBtbc1kmTQYDKhWrRpsbGxQuXJlhR8ABg4cyPVnZmZiyZIlsLGxYb5/eno6tm/fDnt7e/Cep+PHj8PJyQnNmjVj+u/cuYMKFSpwKbPT09NRt25dGYOx1PR6PapVq8adjdXpdLCzs8PQoUOZneXU1FQ4ODigb9++zIP4/v37sLOzw1dffaX4+5ycHAr3bNq0qWJTPH/+PBo2bAgHBwemsHJMTAwWL16MevXqoVSpUswud0REBHr37o1ChQox53c/fvyIGTNmwMHBgRm0khnpIkWKMKn6AWMy5OHhwdVqzcrKQseOHfHNN99wg5URI0Zg9OjR3MT9m2++waxZs7hkPD179sSWLVu4xaH69evj1KlTzPkbURRRtmxZDB06FLt27VL8TgaDAd7e3ihXrhy2b9+uSCCITImtrS2Cg4OZQWOTJk2g0WiwceNGRbCTm5tLD8+goCDm70DmZjZt2oTTp08rrpFo+K1btw7Pnj3jEofo9XpkZ2f/rm6JWuAXHR2NkiVLwsvLi5loPHv2DFqtFk5OTkyCifT0dArXZJERGQwGVK1aFRYWFmjVqhXzGrp37w5ra2sUL16cuTbnzJkDW1tb5MuXT3E/MjIysHPnTtjb28POzk7hz8rKwvHjx2Fvbw8nJyfmcxsaGooSJUqgTJkyzOuLiopC7dq14enpyfTn5uaiY8eOaNmyJdMPGIN4Fm8AsQkTJsDZ2ZmbqOzZswcODg5c7ck7d+7AycmJOx/45s0bVWbOsLAwGYLH1A4cOIAnT55wn8cDBw4otHmldubMGURFRXHhoJcuXcK1a9e4iVJ4eDj27t2LO3fuMK/x3bt3GDVqFG7dusW9Rm9vb1y/fp17jw8dOoTp06crkEvE0tLSUKtWLUWXhlhsbCw6dOiATp06ya4xIyMDU6dOpUVDKysrZlft8uXLVNM3MDCQ+RkkKW7cuDHTv3TpUlrQY33Pw4cP0wSBNVv45MkTWvRjkY8BgIeHB6ysrJhSfACwadMmWFhYoHTp0sz9KSsrC4UKFYKdnR0zkQJANbFZJGOiKGLMmDEQBLYE3ZMnT9CxY0eULFmSKzvz+vVrTJo0SZVzJCQkhJnIEbt48SJWrVrFXTMnTpzAqlWruEnO7t27sX79em6ha+PGjfjhhx+463b9+vVYtWoVt8i0efNmTJ8+HcePH2de4+HDh+Hr64uff/6ZiV65d+8eqlevjlOnTjGJz7KyslCyZEmcOnWKeXYAxvM8ODiY26g4ffo0BgwYwL1GURTRsmVLnDt3jruuL168iHnz5qlKP61atYorZwcYzzG1ZorBYMCXX36Jpk2bcv/NiBEj4Obm9snPtOYlpH/Cdu/ezUzSAGOiRFgrWYf9vXv3ZBqgphj169evo0qVKjLohHRh3rhxA127dqXJpGn36dGjRxg5cqSsO+Xl5UX9ycnJmDRpkkx2xtHRkQbCer0eCxcuRO3atalfq9XKKot79+5VyMZIA+EHDx6gQYMGMuiD9FDPyMhAly5dZLIyppsHOcTIy3RG5P79+zItVNMqvsFgoFTwlpaWzMT/2rVryJcvHwoVKsTceHJycuDl5YVatWopfMRmzZqFIUOGcP1t27bldphfvHgBrVbLZdHcvHkzKlWqxBQKT09PR8+ePbFo0SLmpvbkyROEhYUhKipKVXxdFEWz4uxv3rxRncF5/fq1KvQxISFBdaYwOTnZrJi3Gu18dna26oxRVlaWqvRFYmKi6vXFxMSo3p979+6pSm9cuXIFVlZW3ISXkC3MmTOH6SdwXJYeKgC0atUKgmCc22F9D9KdLVCgAHPWisCBbW1tmTBcMq9XunRpVfZTFtnF32Hnzp1D69atIQiCQhvVYDDI5oBM5+Zzc3NpJ5hU0qXPjiiK+Pbbb2V7k2kSv2PHDmi1Wuo37XI+e/ZMJollSpojDV5N905iN2/epOgD1m+am5sLLy8vODs7c+/TmjVrVBPSiIgIVSmO34PwMAeV/Cd0kv9XM/e9zHWVSRGEN9sqTXh4Aav036uZwWAwS2Ck1iUHjNfJI/wj+//58+cVxZ1Tp07B0dER1atXR+/evbF+/XrFd963b58Mgklm24llZGTI5vAHDx6sOCukSBk3NzcFxJEUxwXByPJtmpARhlaynidOnKi4zpYtW9J/M23aNIWfENg5OzszNcsjIiKg0WjQrVs3ZsIaEhKCMWPGICQk5G8nKDP3/Jqbx1VbszqdTtWfkZGh6v/48aMs2TWdD/748aOsMJySkiJL2nJycmTnZHx8vCL+kZ5RSUlJimKMVPM0NzdX8fdRUVGyeMZ0jRoMBtVEETDPAs563/8v+xT3YFPLS0j/pPFo/gHjAz116lSULFmSuTnEx8fDy8sLgiAwu2+hoaEyHVHpZxGdUjs7O+qXdihFUcSmTZtkfkEQZNXPU6dOyQ4JU2hCbGysgqxl2bJl1J+bmysbYGcF0xcvXpR9xuzZs2X+lJQUGRZ/0aJFivuwdetW2uWVzhoQe/nyJU3eWWyLoijC398fgsCWpAGM0D9ra2sulCcxMRH169dn+gBj8KIW1K1atYrbMbp69aoq1fy2bdu4kEOdTvefmS/4FEyNgAUASpUqxe2kJCYmgsByWXb06FGaELISRukc68aNGxV+6RysKfwa+I0NVBAEJgRIWlxyd3dXVFNFUaTFpS5dunCfu1GjRuH06dNM399hUVFR8PPzY3amL168iKpVqzI7Fnq9HvPmzaNJp+nIgCiKmDdvHr0nLDTMkSNH6B47bdo0hf/Vq1c00V+xYoXCbzAYMHjwYAiCwAyAyWdoNBqu3NXr169RvHhx7u+Rm5vLhRyT76kmYfApmrk9Lzc3V1UzGjB2htWgm8uXL1d9jidOnIgtW7Ywr0Wv16NNmza4cuUK82+vXr3KhTh/SiaKIh4/fmy20FisWDH07NkTFy5cYN4PMufq5uaGQ4cOKf6NlIimQYMGiqKdKIp0HdnZ2TG7h6RgZ2FhgWXLlik+IyEhAVqtFgUKFOCi1ry8vNC+fXvmcyGKIubOnavKlP1ftqtXr6qy2fv7+3M7/KIoolWrVggMDGR2bUVRRNOmTdGvXz9u0blz585o3749fv31V6Z/7Nix+Oqrr7j76KFDhxAQEMBF7RgMBly+fDkv3vobLS8h/Qfsxx9/5MIGdDodAgICYGdnx6ySxsfH06oeiz03KiqKCruzOowPHjyAp6cn9ZsGJvHx8bTLIAiCYsZFp9Nh8uTJ1M+ChoWEhMDJyQmCYCRbMV2wr1+/psQSLFioXq/H1KlTIQhKHVViFy9ehJOTEzp06MD0v3//Hg0aNOBCz0jHQ23W69ChQ1Qmg2X37t1T3YzUKlBqVbLk5OS8Te4TML1ez51/IlatWjVuJ0IURVhbW3Of0ZiYGLqOpAQKxPbs2UP9nTp1UvinTJlC/QULFlR0e7t16yYrDpnODBNyGPIy1QSUzswIgoDOnTsrOuJklk4QBG4Bxs/PD25ubma7Pn+18dZfTk4OlixZgrp16zI7/L/88gtcXV3h7u7O9B89ehQODg4oX748c51eu3YNLi4uzJEFwBgIe3h4cOf89Xo9fHx8MGPGDO53+/7771UTrJCQENUZc3Pdvs/NSDFUrUPRt29fDB48mNup2rFjB4oWLcqd37179y40Gg3mzZvHfC6IpmK/fv2Yz/qSJUug0WgQEBCgKChmZWXB1dUV3bp1Y8YGYWFhZveiT8WuX7+uijzJyMiAu7s75s+fz30OJ0+eDCsrKxkRnNQiIiJo95XVmRRFEVWqVEGRIkW4sOW1a9fC09OTe19fvHjB7P5KP+PfbOY6edu3b1eNj9atW4cGDRpwYboHDhyARqPB4MGDmc8LYYIvW7Ys9u3bp7jfhGzJxsYG3333nQIxEBkZCY1GA41Gg/79+yu6m0lJSShYsCA0Gg369OmjgKYbDAbUq1cP9vb2mDRpEhNmu2TJEnz55Zc4cuQIF023a9euf91++09ZXkL6D5k5uvF9+/Zxu616vR5z585Fvnz5mLCdzMxMfPPNNxAEAd99953Cn5WVhdGjR1PoGmt+LTAwEJaWltBqtdzNgjCbsapcsbGxlFmTNSCek5NDr4E3m7F3717ky5ePe7jFxMTA09OT22nMyMhQ1TAVRZE55G96nXn277Q3b96YlfRo3Lix6lp1cHDgFj3S09NpssbqrISHh1O/h4eHIvAKDg6WJYSmc1TSwpAgCOjatavs+/j4+Mj8zs7Oss6XKbxeEATs37+f+gcNGqTwmyIWCFmGIBhZTVlrnUDk1dYiANW5mr/DXrx4wa1+f/jwAT4+PlwExYMHD1ChQgVERkYy/Y8ePUKFChW488nv3r3DV199xX3+dDodgoODudcuiqJq0P9vtL1796omnPPmzUOxYsWY84bAb3JOlStXZnZNUlJSYGtrCwsLCy65C+nKderUiYkYIAy/lStXVnRe3r17B1tbWwiCUYPUtFtKmLMtLCwwfPhw2e+bmJiIYsWKoWHDhggKCvrkZ7/U7OHDh6raoNnZ2WjRogVzTICYv78/Bg4cyC0uREZGokGDBqpyc5s2beIijYB/f8L57t071e948uRJDB48mLvHJSYmwsHBAU2bNmXukzqdjq6Hr776SjFfKooiatWqBUEwEnzNnj1b9nuKoogmTZrIOuWm8ZoUBeTi4oLVq1fLYraBAwfKzqeAgAAZWdCSJUuo39LSEn5+frJ1d+3aNerPnz8/pk2bJtuDcnJy6J7wxRdfYP/+/Yp4Yfny5ShatCgWLlzIXLeiKOLIkSN5mtMMy0tIPyEzh/G+cOECTp48yfUfOHAAHh4eXGz/zz//jEKFCnGrXOHh4XB3d+cyhsXFxaFFixZcZsycnByMGzdOlTlzx44dqkLnt2/f5ooyA8ZNVS0wk2ov5tl/y1gaglILDQ3lzmcCxsKMILC1BomfVGBZidjLly9VE06pILcgCNiwYYPMv3r1apnfzc1NVnyZOHGiakLZv39/hb9Dhw50PUgPc1KcKlGiBK0Um75/kSJF4OjoKCNUIPBX8ipXrpxitnHIkCEQBOMcF48ACjBqlX5KJoqiakD74cMHVZhlYmKialfrw4cPqtDH/9q+ZY70KjQ0FI6OjggMDGR2HBISEugoR9++fRXJq16vp/wCNjY2WLduneIee3t7ywo8pgXfGTNmUL+7u7uiGCvV7rW1tcWmTZtkn0Hg2GQ9jB8/niZFer0eHh4e1G9nZ4epU6fSazh79iyFyNvYEaTEvAAAIABJREFU2MDHxwcnTpyg7P0tWrTA0KFDsXz5cpw4cQLPnz//LHU2TecNTU0URdW4BzAmvf/1YnJcXJwqKiUmJga1atXCtGnTuEknWQ+tW7fGiRMnFM9TYGAgfV5btmypKLJIUT5arRZDhw6VxWsnTpyQnR8lSpTAli1baMwaFhamOMN8fHyoxu7t27cV/vLly+PgwYOU8dzGxkbmL1CgABYuXIiMjAxkZWWhTJkyMr+dnR0mTZpE9w9fX1/F38+ePZuuS9PvUK1aNezevZt+h9zcXMpi7ODggG+//VYRs+7fvx+Ojo6YMGECVz/40aNHn8Xc519peQnpZ2bm4CSxsbHM+QeyWF6/fs1k2yWBUkpKCubPn8+sFuv1euj1emzatIl58JH/Z64LqSZPIv0uefbfsJycHLx48UL1d4+MjMTOnTtVg44JEyZg8eLF3KCMzCnx5IFEUaQHFIt4KDU1VVa9Nb1eU302U9INKfEHqfBKK6iLFy9WHLZSGKdU75B0VooWLUoPUilJjyAIGDJkCPz9/SnBiK+vLyXvEgQBW7dulWlwEm224sWLQxAEWlgi/vj4eBn8n1yDr6+v7F5Iq9QeHh7M3ywhIQGCIDAZPfPsv2HR0dFo1qwZ5s+fzx1pIeMkpUuXxrZt2xTF1j59+tBnrXjx4orExZTjwFQzcf/+/TJ/hQoVZAFiZGSkIniVfsbjx49lfq1Wi3nz5tH1cOvWLZnf1tYWw4YNo2vi2LFjivf38/Oj10hGWcjLysoKc+bMgSiKOH/+PBwcHBTB84kTJ/D27VtcvXoVhw4dwoYNGzBr1iz4+fmhZ8+e3G4lYVTn7Z86nU4VNi6KIn755RdVP2++jxhrdl5q5lAVvwcq+VdoCv8ZQqHf+29Mk5FXr17h7t27uH//PmJiYhRM50lJSahVqxaqVq2KAQMGYM2aNQo+g4MHD8oSqQULFsjWQ1xcHGUmFwQBVapUkRUVs7OzaReUvMaNG0fvqcFgQM2aNWX+WrVqUTItor0p9VetWlVG6kl0xcmrcuXKmD9/Pj2HTJFAbm5umD59OiVEnDBhgszv7OyMiRMn0j2G6LCSl42NDYYMGULj1hcvXlBkA3m1adNGhmA0HW8pU6aMTDrs2rVrMjJPOzs7xQgNIT3VaDTo3Lmzggzw3r17cHV1xejRo3Ht2jUu0++/yfIS0j9oDx48QOfOnZmdEqmZq3DodDpVYoXc3Fwu+ypgrDJHR0dz4b6EnW/8+PHc90hOTsaECRNooiiKcrH5Dx8+YPfu3dxZm9TUVNy7d4+rB5idnY13795xacxFUURmZiaX1AMwHiI8OB15DzWtPsA8C6E50e0/uvjNPQNJSUmq/4Yc5Gqff+rUKdWD9tSpU1yotCiKOHHiBJMwCjAeUuvXr0ffvn0VHZ6MjAxs2LABY8aMQdu2bZmwq8uXL6N58+aoX78+fvjhB+ZnLFu2DI6Ojujfvz/ze4iiiE6dOqFEiRJcpt3r169DEAQsXbqU6dfpdNBqtahUqRKXxEWr1cLe3p45a/z69WtKYNOzZ08Fk+T58+cpq3Xbtm0xe/ZsWXAXFBSEokWLwsbGBmXLlsW2bdtw6dIl6p85cyaKFClC5zTPnz+PvXv30vsxduxYFCxYkCaMW7duRVRUFJ2VGTlyJLp37w43NzcIgoCJEyfKri8gIAALFiygsClThvCNGzfCwsICs2fPptVr6fXHx8cjf/78cHFxgVarpazbL1++lD2//fv3p7qHCxcuVNwn4De5KLWO9aBBg1SJwgDzMGyDwaC6RxsMBjx//lw1ECYdqT/6GaIocqvgxMyxNf6e7s/fFZyY2xeTk5O5Gtfr1q1DQEAAswgKGAmbBMEI4WN1l2/cuEGDuhUrVij2HzLHKQjGWU7TayX6v4Jg5Dcw9WdmZlL2aWtrayZhihQVwNKflBL/sfYNKVS+b9++Mp8pTLFRo0ay31Gn01H+BVLgka61W7du0VEa6XdMS0vDnDlz6HeTJiHS3yo1NRWbN2+mSUKdOnWYSd+DBw9Qq1YttGrVipnQiqKIUaNGwdvbm7uWgoKC8PXXX3ORLNeuXUO7du24f5+ZmYmGDRuqohimTJmCmzdvcs/Tp0+fYuXKlara8FOmTFHtNO7bt081FomOjsaMGTO45/GNGzfQqVMnxRn0/PlzbN26FSNGjICnp6eMQBIwNgukHfcaNWooigdJSUm0O2dtbc2MiaQJ26ZNmxT+zZs3c59X4Dd5HkEwdidNvyeZBSXXYFrcvXjxouyZNNWAlo62CIKA4cOHy/wxMTEy9nNPT0/ZfXj37h2VKBIEI/RW+kwbDAZ6BpKXKVGVlEBQEJSEeE+ePIG1tTX1s84xMroiCAL69++v8CcmJsLFxYX+lqxiChnjcXR0ZBZv379/Dx8fH/Tt21eVhXvTpk0YOHDgJ99xzUtI/6AR4V1T2B0xvV6PgIAA7rxZbm4uDh8+DDc3N24iEBUVhbJly8LBwYGZTCUkJKBChQooVaoU84HPzs5Gs2bNUKZMGVhYWDCFd7/55huULFkSlpaWzM7RunXr4ODggOLFizOhuGfPnkWhQoVQrlw59OrVS+F/9uwZypcvjwoVKqB169YKv06nQ9OmTVG5cmU0adKEeR/Gjh2LatWqoWHDhkz/jz/+iJo1azL/Pi0tDaGhoahXrx6TbEav1yM0NBSNGzdm3kPACJVu3749cz4XMMpPeHt7MxmCAeM9bNWqFTZu3Mg86LZv347y5ctj27ZtTBjblStXkD9/fi6U9Nq1a7CxseHO7BHtNRZRzo0bN6h4c6VKlRT+6OhoDBgwAIULF4ajoyNz03vx4gXGjh0LR0dHbtIbExODhg0bcue9AOCHH35QZRt+8+YNZs+erYoSWL16terGvH//fq7sCmCE1fKq/AkJCbh37x7OnDnD/J3u3r2LZ8+e4dSpU8xZxZMnT+Lly5c4ceIEnj59qgh+N2/ejGfPniEkJAQTJkxQwHwWLFiAu3fvIjg4GFWrVlUEAqGhodDpdKhatSpGjBihSGLS09OxYcMGWFlZYfny5Ypn8d27dxAEAdWrV0dgYKBCgic5OZkerlu2bGEGO+Hh4QgKCsLDhw9x9epVblCWlJSEyMhIbrLz4cMH5M+fn6sNDBiDAmdnZ+4zlZWVBU9PT5QqVYp5EJOZ4TJlynD38SFDhqBy5coKsjdiy5cvR40aNVCxYkWFjxR6atasyfSnpqbi9u3bqFWrFurUqcP8+6tXr6Jhw4Zo27Yt8/MvX74MHx8f+Pj4MNfF48eP0bdvX/j7+3PXTefOnWnXjWV9+vThak8+efIElStXVgTPxN6/fw9/f38sXLiQ6QeMhRhT9nWpEVkr1vyfKIqoW7cuAgMDuZ2/+vXrIzAwkCtH1LdvX8yfP18Gf5fa7NmzMXHiRKxcuZL5PK9btw49e/bE3LlzmXNhe/bsQaVKlTB9+nRmMkWS6lGjRjHRRc+fP4ejoyO8vLyYBb2YmBi4urqiQIECCr3yxMRE+Pv7U2hzhQoVoNfrkZ6ejilTplBJIWkCIQ3ODQYDVq1aJesYzZ8/X/YZoihi7Nix1N+iRQvFNd65c4dCKQsXLqyIRXQ6HTw9PaHVamFlZSUr1BEjCA4bGxusXr1a4U9ISKCavzwJtq+//ho2NjZMhAvwW1xXunRp5vN2584d2Nvbw9bWltlICAsLowSPps9bZGSkjHhu7969Mv/Hjx8RFBRECxy8NXf06FEULVoUY8aMYfpJUtqrVy/mvqfT6dC4cWN06dKFKbMmiiKaN2+Orl27MouJxO/t7c1VNSB/v2DBAq5EWZs2bTBq1CjmGdClSxfUrl0b/fv3Z56lQ4YMQZEiRTBo0CCZvAuxhQsXQhCMkoumkoqAsXhMEu4ZM2YorjEtLQ3FixdHmzZtMHDgQGZBcOrUqShWrBiGDh3KjM/fv3+PwoULo3fv3sxrBIxz8nXr1lV0T4mJoogBAwZwzyfyORMmTFCF67dr1w7W1tb/OG/D/2p5CemfMB7MiNjmzZtRpUoVpi8jI4POdLEkX+Li4ihJkCAI2LZtm8z//Plz+Pj4UB28QoUKyTafFy9eYPLkyXRzFARB1qF8//49lixZgsqVK1O/t7c39efk5GD16tVo2rQp9VeoUEF2Ddu3b0fXrl2p39HRUXYNYWFhVCybwBakm09CQgK6du1Ku062trayhW8wGPDNN9/Qape9vb0iINi7dy89LFlafG/fvqUzA+XKlWP+FoRsqUGDBkz/hQsXIAgCM+EGjFqogiDA39+f6V+xYgUEQeCSmpDDvFmzZsyAhkBUevbsqZjXS0lJQdmyZVGsWDF89913ikRp165d6NSpE8aOHYsNGzYoOgzJycmIjo7GpUuX8PPPP3MTCIPBgNu3b6t2Yd+9e6faydHr9Wa7LZ/jDBTP1OYJb968qZAZISaKIqpVq6Y4pMi9Wb9+PQRBYAbger0e9vb2qFixIvNezpw5E4IgYODAgQpfbm4uXausOe+MjAwKMeIxWZ48eRLe3t5/SbcuNjZWlYQkKSkJEyZMQK1atRSBlyiKWLBgAf0+Z8+elflzc3MxYMAAquNsurb1ej0GDx5MO0xFihRRfKcZM2bQbrZGo1GsvZCQEFnAb1oASElJkcHfWMHjt99+C0EwsiqzjLCP8s4ZnU4HJycndO/enekHgAoVKnCD38zMTHh4eCgISoi9fPnydxHuqK1rg8GgCrU0h2wxB/M0d06b0xd+/vy5KgFJUlKS6vx6Tk4OV2aEmFrCDhj5IVjdWWKvX79W/Y2fPXuGvn37Yv369fT/iaKI2NhY7NmzB/7+/qhTp46MHfvVq1dU21j6kibFoigqZs+bNWsmC3xTUlJkeueFChXCuXPnZPdcOpsoCAIWLFgge67evn0r63p16dJFkfARaTdBMMI8TRMRabfdyclJIZ1FEghBMEKjTbuHb9++haurK12Ppgnlzp07UaRIEdSsWRPdu3dXINuSkpJw584dhISEICgoSFU+JioqiisfRt5LrbCalJSkisp48+YNhdGy7PHjx6p/f/fuXdVnPjw8XBU1Eh4ersoV8uuvv9IkTKfTKfaPly9fYsKECQCMz5fpOZGRkUHj6tTUVGaRumfPnkhPT4fBYGCeM1u3blWdXU5PT8esWbO4fgD46aefVPe23wNjT09P/9PnaXJysiqx2KdieQnp32wLFy7kBvE6nQ59+/ZF4cKFmQ8cqT7zkqGjR4/KIDnSIFEURaxfv54GXIJglHGQWnBwMK2ckoRPGlRduHCBzpuRl7QrEhcXh9q1a8v80u6SwWBQ4PlNoS4XL16UfQdTEpTU1FQZJIoVXJBqmCAIzC7wrVu3YGtri/z58yt8gHHzqlixIrNLQaxdu3bciqQoinB1dWVKeQBGspoCBQpwoUZNmjRBkyZNmN3TN2/eoESJEswqH2Ds+B07duyTh2L8G00t4Xz06BG3Sg8YySN4HXmSZJAD19S6dOkCQRCwZs0ahS86OpquBRbUn8CItFqtIuDJzMykf2tra6uACOn1euovXbo085AnxRsePP/vsFevXnEP20OHDsHBwYFJoJSeno527drRro1p0PPhwwd8+eWX9DubQsV1Oh06duxI/Sz2cWmgzdq7bt26RaFfrNn6jIwMlC1blllsI9axY0cF/FpqAwcO5ELlAaB3797coOn169effFXd1OLi4pjnALG0tDQsWbJEtdixcuVK1UR3z5493NEBURRx7tw5bhL+R2fBzO3x5op9AMwye2ZkZCAtLQ2iKCI0NBRHjx7FqVOncP78eVy5cgURERFU/kwURTqja2FhgRo1amD48OEIDg6WzQxKZ/6srKzQtWtX7N+/n36f58+fy/TSnZ2dMXPmTFkhghSNyXuMGjVK1qGMjY2l68jW1hZTp06VFW9FUUSzZs0gCAJKlSqF4OBgxf0cPHgwLCws8PXXXys6gzqdDr6+vvDz88Pp06cVhVdRFD9rJuQ/a+ae3xs3biiK4eRvRFHEsmXLcOvWLZmf/D65ubno27cvgoKCZPEp2bNyc3PRtm1bTJkyRRZjkWfdYDCgU6dOGD16tCx+la6F8ePHIyAgQJbkGwwG+jtfv34dq1atUvzGpiMtefbnLC8h/ZtNFEWz1WF/f39uNezDhw9o2bIlChYsyGRovH//Ptzd3SEIAsaOHavwh4WF0aqfjY2NIun55ZdfULRoUbrZm8LfHj9+jCpVqlC/aSU9PT0dX331FfVPnz5dcQ3Lli2jfpZA+/Xr1+kg/fLlyxX+jx8/0sBw165dCr8oivTA4rFg7ty5k9mlIHbt2jV8+eWXTB9ghOqoVbGnTZvGZdBct24dF3JhMBjQtm1b7kzLjRs3zHYI8uyvt9TUVNXZ7vPnz2Pq1Klcf+fOnRUFIGIPHjyARqNB48aNmf6RI0dyO/Y5OTm0gNO8eXOFX0qcxIJoS8kYunXrJvNJSZsEQUCrVq0UgQZBZAgCe76I0Obnz59flbBIjfzkr7aYmBg0bdqUuT5JUVAQBKZgenJyMi26HTp0SOHPyMigM4KmHRPgN8iVIAg4c+YM8/rWrFkDQRC4HYszZ86gaNGi3O8XERGBESNGcP3Hjh1T7YZ8bnIyycnJqsWgnJwc1K5dm8vOCxgZpcuUKUPZOU0tNDQUtra2mDt3LvM9bt++DXt7e8yZM4cJ31+1ahU8PT3x888/K94/Pj4eAwYMwIkTJ7jz8p+DRUREYOnSpbh06RI30SVoDi8vL2zcuFFRdBFFkSLFypYti7Vr1yoKBTExMbC0tKT6kqzO3eDBg6mfVSg4fvw4nJ2dsXz5cubvefPmTYwfP16hXUksJyfnX4Xe+V/txYsXqnO1p0+fxvTp07l7yeXLl1G6dGkEBgYyC5k3b96EVqtFixYtcOLECcUauH37NiwsLFC4cGHMnj1bERPdvXsXlpaWsLS0RJ8+fRQFhcePH9OiR7t27RQMwh8+fECJEiUgCALat2+PkJAQ2doURRFdunSBvb09hgwZwuz+njhxAvXq1UNwcDB3Pdy7d48b6+VZXkL6SZi56ppOp8OIESO4xBrv3r1DixYt4OrqyjzMXrx4QYe4WXMyr169ognf4MGDFf6PHz/STgJrTlOv11PYKe8327lzJywtLblB+N27d1G4cGEu7Cg5ORk1atRQELVIr6FHjx7YunUr0w8Yq2BqQTJrHkJqahUwtc36119/5R5mGRkZChhunv39Zg4mM3DgQG6RKC0tDWXLluUmpITUwcvLi+nv168fBMHICmpqWVlZtDhjbW2t6HqQDiTpcpp2r6SsnBqNRtHlkXb8BEFO5kBmRKUv01EBaSdDEATs27dP5r9z5w71NWjQgNvVqVatmuqs719t6enp3D2WIDl4BErJycmoVasW9/dOTk5GtWrVuHOQ2dnZaNiwIZfYRxRFdO/endlhJTZlyhSuD4CiuyA1c6yin5oRRnc1f+fOneHt7c2dCyUFyDJlymDHjh2K/Tc+Pp6OerRq1YqpmVi3bl0IgpG4hYU2IIVYV1dX7N+/X0FGRPQK69Spg1OnTsn8ZFbRzc0NCxYskJ0tYWFh6NixIxYvXowbN258dr8fseTkZKxYsYJJFEVs//79+PLLL7Fv3z7uXtG9e3d0796dy08QHR2N1q1bq66Bn376SXW/+VyKAH+XvXjxAtu3b+feo48fP8LDwwNDhw5FeHg4U4WhQ4cOsLS0RO/evZlyXyNGjKDFSlbyP27cOHp2VKtWDT/++KPs/CPjC6QLPnz4cFnHc9q0abKzqXHjxjh48CBdP99//73MX6FCBaxevZrGX6ZyLmXLlkVgYCBFW0hJiMi63rJli6yA8s0330AQjGzXI0eOVOzpsbGxKFmyJAYNGoQrV64wn7v3798zZ3v/C5aXkH4mJoqiWTZef39/blCTkZEBX19f9O7dm+nPzMxEnz594OLiwjwYcnNzMW7cOGi1Wi4cavXq1bCwsOCKz586dQpOTk7c6tGDBw9Qu3Zt7uGQlJTEJe4BjMH86dOnuf7c3FxVyZn/+qH0OdjvgaWpsVIDxu4mD34NGIMXQRC4MzSkGz9t2jSFT6fTUURBjRo1FP6nT5/KGAJNuwF79+6VHYqmHX9TGYvg4GCZ31Rr1LSAQ3QZyUtKQJKYmKhISJ2dnWXVaKkkgCAYZ7GkMCkpq6kgsNkHAaBgwYKfnA4piyGa2Pv377mkZoAR2jp58mSuPzExUZHcS+3Dhw+qENHfI2fxbzFRFDFjxgz4+fnh7NmzzM72s2fPaHGkRYsWOH36tGz/NhgMMomimjVrKkYqpDOHlpaWmDhxoqw4KGUTFQQjx4K0+3bz5k2Zv1mzZrIu+88//6wIkElRWRRFGb+CpaUlevbsSaG+27Ztoz5HR0d07doVq1evRlRUFEJCQjBnzhysX78e+/fvR1hYGB48eICkpKTProsXHR2teu5+/PiRW3Qg9v79+7yz24zFxcXB398fwcHB3JnpsWPHwsrKCh07dsTWrVsVsdKlS5eolImnpyfWrFkj+zevXr2SzfnWq1cPu3fvprDXDx8+oFixYtRvYWEBHx8f+vumpaWhdOnSsjVTvHhxLFq0CB8+fEB6ejrKli2rOKM6d+6MixcvIjMzE5UqVVL4y5YtixUrViA5OVnGWE1eDg4O8Pf3p2M2pn5bW1sMGjQIt27dksnmSNfnuHHjEB0djfT0dNm8NLkP0q6pVKu1cuXKCgJBg8GADh06oH379ti1axc3XlbTtP5cLS8h/ZeZWrdNFEUEBQVxK5GiKGLp0qUKsWOpbdq0iQlNI3b06FEmtI1YRESEaiXz6dOnqpAGtbmfPPt07ffIVjx48MDsjNPKlStVu9FJSUnw8PDg+lNSUuDq6soloHr58iVNulgdcSllPSshXbVqlewgNDU/Pz/ZYWUqUN62bVuZ35S9tEaNGjJ/x44dZf6SJUsqEkayZgwGg2ymnLwI4c+bN28Uf1uxYkXZrGuRIkVk/0aj0aB169Y0EH7+/LnMb2FhwayWk3tsrnjwKZm5Yojacwn8uwi7/qxFRkbi+PHjuHnzJl6+fKm4t9nZ2ZQ7oFChQhg4cCCOHTsmC6Sl3AEk6ZQWcEw1PgVBwKBBg+he9OrVK5l0gyAIqFixIi0MGAwGmeSLIBjJbKRcDZ06dZL5LS0tKUqHsI2arpdFixZBFEW8e/eOSjhJ1wthPF6yZIni+q2srLBmzRrMmDFD4RMEIw/EmTNnkJCQgPDwcPz0008IDAzEqFGj0LFjR9SvX58JaU1JScG2bdswePBgbkf26dOnzJEaYmlpaVymYnI/Wey5UlMj6gHMyyNlZWWZXWfmziJzs7qiKJr9N+b8BoPB7L9hxUEGgwGpqal4/fo1Hj58SL/Lmzdv0KNHD3z11VcYNWoUFi1ahB07dsjm1i9cuEBRAUWLFoW3tzfWrl1Lr0On08HLy0v2rLVv315WZDEtiNra2mLx4sV0XW7cuFHxTDZq1IgieUx1fwXByEdAikVHjx5V+EuUKIHly5dDFEWcPn1a4S9evDhmzZqFjx8/4vLlywq/s7MzpkyZglevXuHhw4eU7Vm6ZsaMGYNHjx7h48ePiqKtVqtFr1696Dkm1T6W7j179uyBKIq4fv26rOhMkt758+fTZ5OgpKT7hpSRODExke4N+fPnR//+/RVEggcPHkTHjh0RFBT02Y1d8CwvIf2DFh8fj1mzZnHn+3Jzc7FkyRImbbbUfk9lz1yg8/z5c9VNVhRFVR09ALJZF1Y1PioqisIjWNeTnp6Oy5cvA2BXbkRRVGWVA6AKpwWgSlQB/H06on/WzB2AvI4ysezsbNUZMABmn7OoqCjVDvu7d+8QGhrK9ImiiJiYGGzfvp3526ampuL777/HqlWruFqwCQkJ6NKlC5feHDDCtlu1aqXaDerQoYMqLHvixImwsrLiBiUEWs6SMBJFESNHjqREX6bwJcLMSpIp03np1NRUdOvWDSVLloRGo0GhQoVk/ri4OHh5eVEon729PY4cOUL9r169gru7O6pXr04TWinzdXx8PBwcHKjOXIMGDVCkSBFahEpKSoIgCLRD27BhQ3Tr1o125t6+fUsDAPLv1q1bh3nz5gEwwom0Wi1l1iZEP4TkBABcXFzoTLpGo8GzZ89w//59uieQhJRU0hcsWKDo4gKgZGmtW7fmynmsXbtWwY4rtZ9//lm160js9wSo5mCR5vZg1hyh1H4P6dj/x/70ez7T3HdTm+eMjY3FunXrFGyVOTk5FN4mCEbYq+n+/ubNG9pR0Wg0srVC3kPKbxAQECD7PqIoyjRA69atq/idCYxQEIydDtMi1Pbt22XJpGlCJWVuFQRBxmILGLvuZC0IgqDQAzeFCUoZ90VRlMEYBcHYDSbP89GjRynLM3k1adIEFy5cQOPGjZkJa/PmzemznJ2djSNHjqBnz540UenUqZOiM5aZmYlZs2bBxsYGvr6+zPPq1atXqFGjBoYMGcI8Z0RRxPjx49GvXz8uHPHy5cto0aIFt6iemZmJRo0aqRalv/vuO9y+fZv7XF+7dg0rVqzgrseMjAwMGzZMtWg/ffp05rw5scOHD3PlyXJzc7Fjxw7m94iNjcXWrVsxYMAAuLq6yrQvY2Nj0b59e9mz1KZNG9lnJCUlyVQRHB0dFXDpkJAQWVHStLmQkJBAZykFQcCIESNkn5GTk4OaNWtS/xdffKGYtWzZsqWsgCMtgBC4vfSZNN0bvL29ZX5T3hEy8y9dE9JrJBwM0oRVWsgg8kHkZWNjI4ufWEmvVBIxOTlZUfg1ZdslbPbk1a9fP5mfqCMQf+3atRXn1MWLFylng4uLCzM+njJlCk1oWTF+dnY25s+fj8DAQO589KdkeQnpH7RNmzZBEPhaUbdu3YIgCPj666+573Hp0iWufhxgDGAHDhwIPz+2+2sCAAAgAElEQVQ/pj81NRW9evVC/fr1mULNBGbbvn17rsbn6tWr0alTJxQoUIAZWBw9ehSNGjVC3bp1mcQ8N2/eRJMmTdC9e3eMHj1a4X/58iV69OiBAQMGMOdDMzIy4O/vDz8/P7Rp04Z5jcuWLYO/vz9XC/DQoUMICAhg3mudTocbN25g4sSJTLhvSkoKHj58iICAAKxYsULhF0URYWFhGDNmDJcAY/ny5ZgwYQIePnzInMHw9fVlzhMQGzZsGHr06MGV0vjxxx9RuXJl7N69m+kPDw9HoUKFaGJhar/88gucnJyYrK7p6emYP38+ChQoAE9PT4XfYDBgy5YtqFKlChwdHblzePfv38cXX3yhOge3d+9eHDhwgOvPzs7GypUrVRPSAwcOqM5/3r9/H0FBQdygJTMzEz/88IMiuCUmiiJWrVqFuXPncgsJu3btwo4dO7gzgSEhIdixY4dC25H8d2hoKAIDAxEdHS1LuFJSUqDX63HlyhUsX74cCQkJOHr0KE0IXr16hcTERISHh2PVqlX49ddfcezYMRrIx8TEICwsDHfu3MGyZcvovkGCq6ioKCxYsAAxMTGoVauWgrn55cuXOHjwIEaPHo3mzZvjyJEjisDM09MT1atXx8iRI7Fr1y7FfV67di2aNm2KXbt2Ye3atdyZpOXLl2PZsmXcRO/Dhw80ieCZu7s78uXLxy1EZWZmYsyYMUzNQsD4bI8cORLdunXjHtYLFizA2LFjuXDcHTt2YMKECbLCgdQuXLgAf39/+Pj4KHxZWVl49OgR/Pz88O233yruZVpaGl68eIFRo0Zh7dq1zILclStXMGvWLOzevZvJhnv69GksXLgQJ06cYI4rXL58GaNGjcLly5eZ9zEtLQ116tThFgbu3r2LIkWKKAoD2dnZWLBgAYXw8RAJwcHBsLa2VgTXxH755RdYWVmhfv36zOJvWFgYBMEIi2N14om/YcOGTObnZ8+ewcLCAl5eXggICFAEhTqdDm5ubmjSpAm++uorJoKjY8eOqFKlCho1asTsPhL5oNq1azOLsiQpdnd3V9xHg8EAX19fmmCMHDlS5n/8+DEtYGm1WkrMR1hypR0vErhGR0dj2LBhCvg9eUm1UI8ePaqASZrqYd+8eVPW6WWNBZEkwMLCAlWqVFEUNhMSElC8eHFYW1vD2dmZWYANCAigwTkLWREeHg6tVgtnZ2csXrxY4U9LS0O5cuXg5OSEXr16MecgfX19YW1tjdq1azPPoVmzZtFrME2ss7OzacFTq9XKuvU5OTkIDg6WyTxJ46moqCgMGDBABnk1HSsRRRG7du2iCWOrVq0U15eTk4Nhw4ZBEIwyd6xzcO/evdBoNChZsiRzLvfatWuwsrJC6dKlmbwaDx48gK2tLcqVK4dJkyYp/M+ePYO9vT3Kly+Pjh07Ks6Qly9fIn/+/Chbtiw8PDwU+9abN29QoEABFCtWDKVLl1ac92/fvkWhQoVgb2+PUqVKKbryKSkptMtZvnx5xfx9bm4uJapzd3dHhw4dFIUqwkbv5uaG8uXLKzrzhCeiaNGicHFxUdxHnU5H+RrKli3LLMRfvXoVFhYWcHd35/ITzJs3D46OjujTpw+zsGowGNClSxd4eXlxz9K4uDg0b948T/blz74+5YRUp9Nh586d3JlEvV6PAwcOqHalCLyPBQ3Mzc1F79696cZiaqmpqRg2bBitmJlWkd6/f48FCxbQQ8fS0lL2wCYnJyM4OFimQyqVBsjKysLOnTtlOmS+vr7UL4oi9uzZI4MemLLUHj9+HGPGjKF+d3d3mT8yMhKjRo2iFbvSpUvL/BkZGRg4cCDtyJj6AaMWINmgWffpzJkzVIu1evXqCn9WVhbdvOrXr6/wA6Baq82aNWP6CbSsePHizAOAsBi7ubkx2dnIzEGVKlUUG5soinQW6osvvlBsKmlpaShfvjytFJomAEePHoWLiwtq1KiBMWPGKILO169f49y5c9i5cyeCgoJUpQru3r2r2lHJzMw023H5L876qM165OTk4Pz581y/v78/d4/ZtWsXMyAAjEFBgQIFZL+nlGa/RIkS3O5ip06dUK1aNeazQDR1TTtBxH744QfUrFnzL5lvOXnypKqG5I0bN7hFHMBYyOEFyAaDAYMGDaJ7j2lBj7DvkgDR9D1EUcSIESNoIM6CZwcGBtK9xc7OTuEnhSQSwJqujdzcXNpNt7GxYf4epBvg5OTE9G/duhWCYCT3YXV9CESuatWqzL1rx44dEAQjo7JpgebXX3+Fp6cnunTpIusgSC0nJwdnz56l6BmWRUREKKDrUgsKClLtUE+ePFl1XxkxYoRql3zs2LHIyMjgvse6detw//59rj8iIgJBQUFc/5s3bzBo0CCuPy0tDR4eHtwiWk5ODlq1aoUtW7Ywk6T09HT07t0btWvXZhYML1y4QCVPCEt9fHw89u7dCz8/P1kM4OXlhY8fP+Lx48cySSPysrCwkK2Vw4cPy7R2SVdNaqR4L40DpOeUXq9HixYtuJ9BvoO0Ozhz5kzZb5qVlSWDV3fs2FFxFg4dOpT6q1SpouAIkKoBODs7K2ZX58yZQ/22traymeQnT57IJPA0Gg1CQkKo/9q1a1i0aBGGDx+OVq1aoVy5cky+i6ysLBw8eBA9evTgIpbS0tIwZcoULuqNFFVZTQpiGzduVPUHBQVxZewAY+ExJCSE+0yvWrWKSSYm9S9dupTbiV63bh1Gjx7NLTZu3boV7du3566ZkJAQlClTBmlpacxruHfvHqytrREfH8+ERqempsLV1RUhISHcoqqfnx/GjRvH3ZsePnyISpUqqSL3Zs+erSoRpdfrmY0SqZHCpZp9LrKAeQnp/7NNnz6dG5CmpaVR+AMrsY2IiKDJWsOGDRX+zZs3y7DsUiFiURSxePFi2UFhqnUaFBQkOwRKliwp24AuX74s0xC1srKSHZjv3r2Dh4eH7DNMtcGk+mKCoCR5CQ0Npd/B0tJSsXA/fvxIK7g8aQSC+a9VqxbTT2QXWFqvwG9EM3PnzmX6e/ToAUEQmCydoijS61+0aJHCHxcXB0EwMqqyZm9DQ0NpNZRFejJ69Gj4+voiNDRUcW8IEVbe7Nrfa2qVx9jYWCxdupTpMxgM6NOnDzcxJMkCq1ObkZGBUqVKYfjw4cy/JYyErJmsyMhICIJRXJ5lJAk6duyYwkeCNkdHRyZ0jyRAM2bMYL43YJ7h+K+0lStXMjv/gLHSTiSzpPA4YpGRkciXLx+3G/Hs2TMKmXRxcVH4s7OzaZBsY2PDvIbBgwdDEIzQNpZt3rwZgmAkv2DZlStXVH/L27dvQxAELFmyhOnfvXs3bGxsuBDEzp07Y+3atczA0xyM+Z8y6f5mMBiYib30v7dt2yaDIZsWT7Zu3Sq7H6bBXHR0tKKILH2PP3KvzHUvUlNTVYszoihytaqJXbx4USHrRiw+Ph779u3D6NGjERsbi82bN2PJkiWYMWMGAgICMGLECPTp0wddu3bF3LlzYTAYEBgYKIsPBME471u3bl1aYDh06JBMKkoQjPN0M2fOpPdp+vTpMr9Wq0WnTp3o/kLm/qX/pm3btrh9+za9fulso0ajQadOnWTw6iNHjsiSyX79+smkp86ePUuv09PTE3PmzJEVh+fPnw8nJye0bdsWM2bMwLFjx2iHVBRFXLhwARcuXMCtW7fw5MkTJCUlmR3V+bPFW3N+c+e+OSZrtaKiKIqqUH6DwaDKaqzX62lMm5KSoii0GAwG+rxHRkYqnn1RFOnvd+jQIfz888+K6yUFgRUrVmDdunWKLidZL4sWLcLcuXMVBYpz587h/fv3OHDgAKZPn664hrS0NPzyyy9ISUnBmjVrmGuYMPV//PiRSxaax4vym+UlpP/PZo49NysrC126dFHIKxB7/Pgx3N3dYWFhwZy9OH78OK1gsiCrW7dupQkTSxx+7969dKZOEARFUnT16lUZzMSUFTQhIYEGuIIgKCrlRK6F+FnBKkkYBUFgzp+Eh4fD0tIS9vb2zHuUmJiIQoUKoV69ekx/VlYWSpYsiQkTJjD96enpsLe355I9jRs3DqVKlWJWrwn0sEuXLswDZM+ePcifPz+3Gtm/f3/8+OOP3HkUc3O1eaZu5jp5Z8+e5R68BoMBkyZN4pJ8PXr0CKVLl2YmOwAwadIk5poBjJ1rZ2dnWFtbM/+WVOt79uyp8GVmZtLOG4tkZOnSpTQwMw2UdTod7Ro2atRI8bdz586la3HQoEEKP5Gz4JEZAcaOlVpn86+2RYsWcSvEDx48QMGCBblwd6Lr+sUXXzD9hJGZl3BGRETAwsICVlZWTH9iYiIKFCiAUqVKMf05OTkoXbo0OnTowPSLogg3NzduFT0rKwsODg5cMpiNGzdi3bp1TJ9Op1OF4H+KlpubCz8/P1UZkTVr1qBYsWJYsWIFc20/evSIzkuyxlgIKmX8+PFMdFNCQgKGDRsmg76a+j93LcIzZ85g0qRJWLduHUJCQhAZGan4ThcuXICNjQ3y58+P9u3bIzAwEBEREbLfRTpD27BhQ6xZs0ZxxhPmUxcXF0yaNEkxS0eguk5OTpg4caIiRomPj4eLiwuqV6+O1atXKxAnz58/R/v27bF48WJmAS8rKwuPHz/+T6J7fq9dv36dm4Dr9XrMmjULISEhzDWZk5ODNm3aYNy4cUykRFZWFqpXr46GDRsiODhYcWalpqaiQoUKKFKkCAICAhTv8fHjR7i7u8PKygrdu3fHkSNHZNeanp5OC4eNGjXChg0bZPslYb0VBOOs5/fff6+I2Tdt2gSNRoOmTZsy9XZTUlLg5eWFsWPHIiIigvksZWdnm0Wh/dstLyH9DEyn06ky3yYkJKB27drMjgbwWyeVxz4qTVpZlfKTJ09Sin0WoUxERASFBn///fcK/6tXr2gXc+3atQp/VlYWnXVhBdCiKNK5CGlVVGqBgYEQBIFb9QsODubO0QJGiAhPhxAwwn14G+6yZcuY87WAsWBQvnx5brVwxowZXFp7g8HAJc36L5soimY37dTUVNWugyiKWLFiBbczRBineTDtjIwMdO/eHVqtlgmpvX//PiVkYZERSNl4TWdo9Ho9hdiZEiMBxvVE1mvr1q0V/i1bttD3ZjEBS0knTNfbo0ePZJ0I033HlGXR1C9lUaxQoQJz5m7ixIkoVqzYP6a1Joqiarfg7Nmz+Oabb7j+iRMnMjVjiZEZQF5xY+rUqbCwsOD+/YoVK1ClShWuf+3atcz5fGJTpkxRlaxRg3w9ePDgswqADAYD5s+fj82bN3Oh7Ddv3oRWq4Wrqyu+//57RaE2NzcX1apVgyAIKFasGFauXKlITMksoIWFBYYMGaKYMSZkR3Z2dggICFA8yxs2bIAgGInHfvrpJ1kgnpmZiQYNGqBHjx44cOCA4rOjo6Px9OnTz+p3MbXMzExs2LAB4eHh3MJAbGwsWrZsiSVLlnBnuI8dOwYvLy/s3r2bCX3MyspC7969sWnTJm6n6eDBg7h+/Tr3fv4b5TP+V3v9+rXq87Z79278H3vXHRbFtb4PXUCwFxQNIsbeFXtMVLB30URFxdhrImoSO9bYu8YWOxYUxS6i2HvBgtiliFTpLGV35/39sXdO5sycGbz35uaa+/N7nn1yrx+7OzvlnK+83/vOnz9flcDs3LlzKF26NCZMmIB79+4pPuvx48ewsbFBuXLlMH36dEXRICIigsaYTZs2xdatW5nEU3w/ISbW2e+//x7Xr1+n33P37l2mcdKoUSOsW7eOJpa3b99myJxKliyJ8ePH486dOxAEAU+ePGE0tq2srNCjRw8cOnQIOTk5SE5OZiRpzM3N0a5dO2zfvh3p6ekQBIEhW7K2tkaPHj1w8OBB+nyHhYVR8rAqVapg9uzZeP78OXMepk+fjmrVqsHPz0/1XL979+5vq01ckP3pCSkhpAIhJJQQEkEICSeETPzHvxcnhJwjhLz8x3+LFfRZnxPSj7eMjAycOnVK1S8mRryKLmCacShevLhq8HLlyhU4Ojpi6NChXP+9e/dQvHhxLnkHYKpCOjs7Y/jw4Vy/KC6/YMECrj8vLw8tW7ZUTbqNRiPat2+vytAnCIIq5BYwVae0mGq1gmet6uCjR480IYpaMj3/H00LLSDa9u3bNYmPsrKy8NVXX6ne63q9HmPGjEG5cuW4m7BOp6ObC0/mIC4uDo0bNwYhJm1Bud27dw8lSpSgMHL5dwQEBFCoW7FixRT+efPm0Y2tYsWKis+XbnyNGzdmfIIgMCyIclmYrKwsRupCTgR24sQJJuHs2rUr45dqN4rwNmnAKddelJOwACb4GyEEbdu2Vd1Y1ciz/lMmQqt4ptfr4enpqZrU6nQ61KpVS7ULmZubq9phBUwBsdq6Kn4+j1xEtNevX2sGKH+X+SHR7ty5g2fPnqn+pri4OJQtWxZWVlbo2rUr/P39FYUPX19feg86OjrC19eXmbMKDg5m7lN5YvrhwweG9Mfa2hrjxo2j65PRaESTJk2o39bWFr6+vnSfMBqNDNOtPDl++fIlRRY5ODjA29sbJ0+eRH5+PtLS0uDu7o6SJUuiU6dOmDNnDk6fPk3RMMnJyQzz9d/VCmJvBgpmoM/Pz//bn4e/wkJDQ3Hx4kXVdfX27dtwdXXFwIEDsXv3bkW8o9fraSGzXr16WLhwoaKbLDK+EkJQq1YtLFu2jNmD16xZwzxzbdq0wd69e+leLhZxxFfhwoUxfPhw3Lp1C4IgKN5PiGkWeNmyZUhISGBmgKXPbd++fXHq1CnatOB9xqJFiyg/gvxVtGhRDB8+HEeOHOHKphUqVAheXl64ePEiw/otXX+GDBmCc+fOcWVxGjVqhJUrV+L9+/cwGAyMVFTDhg2xbNkyprj++vVrVKtWDSNGjEBwcPD/VEHlP5GQOhFCGvzjfzsQQl4QQmoQQpYQQn7+x7//TAhZXNBnfU5I/1xLSEjgsqqJFhERoVmJv3//PndWVbSHDx8qAmSpvXjxAt26dVP1x8TEKKQ0pJaQkKCgCJdafHy8ZoL3MVqYn+1fs4+ZUz1x4kSBlb3hw4drBioxMTEoUqSI6rXU6XRo06YNypYty/Wnp6ejY8eOIIRg2LBhCv+7d+8oOx4hSoj6o0ePULFiRepfuHAh47927RoDYe/Zsyfjv3TpEqODJmeRvXr1KjP3XaNGDcZ/8+ZNZjNzc3Nj/NevX2f8ciioPOEsXLgwk9yvWLFCsWFK1wwpMYj4krJuymUsCFFqja5bt476/Pz8FNcAAHbu3Kk67/bfsMTERE1yiidPnmgGzzwyM6nxGHKl9v8p6H737h2qVq0KOzs7uLu7Y/jw4Vi3bh3DUHvx4kXmObGzs0O/fv3w9OlTAKbCi4uLC3MfWlhYYPLkyXQN6tatm+JerVatGn3mly9fzg0ug4ODASifRfE4xOJBRESEQufUwcGBsv0eOXJE8f7ixYtjx44dSE1NZUhyxFflypWxbNkyuLm5wczMDA4ODihXrhyqVq2Khg0b4ptvvqHnSRAExMfH4/r165T1e+jQoVzNQkEQcOfOHfj5+akGuNnZ2apM7+JnqMGURStIekKt6y09Bi0zGAwFFmAKCuD/DB3Sgr7jY45TS5M7NzcXMTExNCHft28fpk+fjqVLl2Lr1q04fPgwLly4QIswHz58oPvaF198gW7dumHWrFk4cuQIfR6CgoKYed+6deti6tSp9HlITExkuoSEmHg5xJGU/Px8SvAofea+++47WkDp0KGD4p4uX748Hjx4AEEQFLq+YsInkoaJ0Fnpy8bGBhMnToROp4Onp6fCb2VlhREjRiA6Opr7/ooVK2LTpk3Izc1V6IMSYiLDDA4OhiAI3KS3VKlS2Lx5M/Lz8/HkyRMFyZe4T+/duxd6vZ77HWZmZvD29kZGRgbi4uIU+sRmZmbo168fvf/Pnj1Lr1Xx4sXh4+ODkydP0mspCAKWL1+OcePG4dixY3+bEYE/PSFVvJGQIEKIByHkOSHECX8krc8Leu+nmJAajUZs374de/bs0YRJCYKA4OBgzSDlzp07mhpuH2sfUwEvqOMgblJqCV1WVhZSUlLw/Plz1e5UfHw8wsPDVROK9PR0xeC41PLy8jQX4Y+Ban5qZjQaC9ycCtqEMzMzNQkCgII3+rS0NM2g12g0amqIhoeH4/bt26oL265du+Dr66t5Py9cuBATJ05U9RsMBhQvXlw1EZFuaLx7Pj8/nwaZvJk7vV6P0aNH0+6knIrdYDBg5syZtDMiJ8MRtYVFIhxCCDNjp9frsXTpUto9JYRg2bJljH/OnDlMBXTAgAGMf9y4cfDw8OAmrIIgoHfv3mjVqhX1y8l0+vfvT1kzxWqu9LqPHz+esk47ODjAzs6OYYMcNWoUDaJtbGzQrl07fP/998znSzfKKVOmYMCAARReFRISwviHDx+OH374gblee/bsof5atWrh3r17imsVGhoKOzs7zUQuPDy8wETvs/17ZjAYCizk8ebuRNPr9fD392dGLd6/f48RI0agbdu2aNCgAVxcXNC+fXsm4Y+Pj6dyJoSYOpDyWevFixcz99q8efOY/UGuJ+jp6cmsxS9fvmRgfuXKlWNGJHJzc5ln3crKSjEXPWjQIOY75FJQUrQDIUTBCDx58mTGP2jQIOr/8OEDg3Yg5A8ugoyMDErWJ3117twZ586dQ5MmTRjCQen7xespMqf/8ssvVI6kX79+XIKZnTt3wtnZGUOGDOHu79nZ2Rg4cCD69++vut8dOnQI3bp1Uy1eRkVFoX379prQ2vbt22sWP2fMmKHJ2HzlyhWsXbtW1Z+SkqJgCZaawWDA2LFjVTXTBUHAtm3bFIVK0XJycrBp0ya0bNlSUZxNTk5GQEAARo4cCTc3N4oGMxgMWL16NZo3bw43Nzda8OzTpw89V/n5+ZTITnyVKVOGkSFKS0tDixYtmL+Rj2ysX7+e8Y8dO5Y5zlu3bjFFlqZNmzIx29u3bxlt3FKlSjHIBHGeV5qwStl+ExISULp0aeYYpGNe8fHxCv/gwYPpeYiLi1P4GzduTOOWxMRERmeVEBPrsxi3ZGZmMqzThJg6pKLslSAIikKWhYUFM4cvEvvJ90HxGKUzq+Lrq6++Yta/S5cuMQW38uXLK3IJqZ6qlZUVjh49yjw7er2eMmVbWlqqjpV9SvYfTUgJIS6EkGhCiCMhJE3mSy3o/Z9iQgqYkrf69eurwksBkyA2IXzJAcC0gNjY2KBq1aqqn5GZmYk1a9bQqi/vM9auXasKgxUEAbt27cLMmTNVj/XChQtYunQp6tSpw13onzx5gunTp2PIkCFcSHBMTAx++uknbNy4kaullJKSgqVLl+LAgQMYMmSIwp+Tk4OdO3ciMDCQ6wdMbKNHjx5ViIqLdv36dRw+fFhVR/Tp06c4cOAAjh07pviNqampePfuHXbv3o0XL14oKrBv3rzBixcvsH37dmRlZSn8ly9fxrlz57B69Wpu8eH9+/cYM2YMli5dqkrN3aVLFyxYsEA1IVyzZg26deumKp0QERGBL7/8Env27OH6IyMjUbNmTa5ESGZmJtatW0cr7Dx7+/YtevbsCVtbW9Xk2Wg0omPHjqr6noCpezZ9+nTVgkVcXBwmTZqkSmev0+mwY8cOeHl5qXZa37x5g969eyuEqkXLzMxEp06d4Obmxi2+GI1GeHt7o06dOqqfMW/ePLRo0UIV8rtr1y60bNkSzs7OXMKiM2fOwN3dHV5eXpgzZ47Cf/PmTQrVk2rvigWZp0+fYuDAgVi7di2++eYb5hhev36Nd+/eYejQoVi7di22bdvGJG0HDhxAYmIivL29MXfuXLx//57pakyePBnh4eHo3bs3FUWXFkP69euHNWvWoF27dpgwYYIC2nX58mXUqVMHvr6+8PHx4eoJnjhxAkOGDEG3bt3w7t077jmOjIxEjx49NAXo3dzcYG9vr5owpaenY//+/apQWkEQ8Pvvv2uykwYGBuLMmTNM0i61ixcv4sSJE4xkltQePnyIffv2Ye/evYrjNBqNiIqKwrZt23Dv3j0FXD0jIwNpaWn4/fffERkZqdC41Ol0iI6Oxq5duxAbG8udNz9x4gQOHz6MyMhI7r26ceNG7NixQ3XtCQkJgbe3t+o4w5UrV+Di4qIo7uTk5OC3336jCd2UKVMYf3JyMiZMmECLJl9++aXis5OTk2lXx9raWnEvGY1GGhxaW1tz+QfEboSDgwMmT56s8IvEYsWLF4eHh4eiCy7ORJcsWRJubm6K7mJsbCzs7e1RrFgxODo6Ks5TXl4eatWqBXNzc9jb2yug13q9nhaYrKysFDPfycnJqFu3Lg08pQgjQRCwY8cOpiPj6upKO6M//fQTHBwcFMFxWFgYZs2ahapVqyp8hBCmEx0aGooGDRow/i1btjDH+OrVKypNVqhQIW7RMSAgABYWFnB0dORqzqanp6N27dqwtbVlEgipiTDsevXqcRmHT58+DUJMEEweY31MTAzKlCkDV1dX7tqu0+nQsmVLODo6cvXhc3Nz0bdvX3oM8n0sLi4OXbt2BSGmUQzpGEB6ejoWL15MeQWsrKwou3pWVhamTZvGFEcIIYz+vCAIOHnyJKNawOMECQoKogVVa2trxdqXmZnJSOzwyBTFZ8LCwoKbWG/atIn+hp49e3JHUggxFTSrVaumICES2eNtbGzg6OioKGKLKB5ra2uFfA5g4jwhxNQ1tLCwwPz58xm/FKVjaWmJXr16MccYGhrKdBerV6/OJNWPHj2is56VK1eGo6Mjg5RKSUmhrM/if+UoIJE9XbymcoWF8PBw+txaWFjAy8tLcR5FiLGVlRVq1qypuN8EQaCEoKVLl+bGl5mZmWjYsCFsbW01R9I+FfuPJaSEkMKEkHuEkF7/+P8flZASQkYQQu4SQu7y5qc+FSuoa5Wfn4/p06cz1ONyW7VqFdUF44JrKoAAACAASURBVJkIbeP9jSAI8PPzow+WnMAlJycHGzZsoNUq+SxZRkYGgoKCmE1JGpRkZ2fj3LlzTLdGKjZtMBhw8uRJyoBH/lGxk9qJEycYSnc5y+2lS5cY6Rl5ch4VFQVfX18UK1YMZmZmcHFxYfwGgwEjRoyAm5sbzM3NuUyVfn5+qFq1KiwsLFCuXDmF/8KFCyhdujQVipYvCs+fP6cVwUqVKikC6NOnT9OOW+fOnXHo0CHGf+PGDfr7evbsqej+paWl0UpYx44dFQmMwWCgQV2rVq0Ui3deXh4NGBo1aqRIGG/duoUyZcrA1tYWvXr1UlSvs7KycPPmTWzZsgUrV67U7EAXxLj5MTNBf5VpddoB7a4OYKqkqhWCANPzp5akiP6QkBBNmGdOTg5FWah1FaKiopCenq5aCMjLy9PUk9OC2F27dk1BSiRe/3v37nErqvHx8Th79iyXYRcwBWVffPGF5vlPS0v7U/Rq9+7dizVr1qj6xW4tL1ETBAGjRo2Cubk5d05X1CEVA3r59+j1evj4+KBChQowNzfnMhL7+vqiZs2asLCwQOHChRX+jRs30gDTyspKEYQ/efIE5cuXByGmDqE84BAZdsUqPi95F8mxKlWqxNU1FDvederU4cItxcCqSZMmirXvzZs3tNvRpUsXpvN2+PBhTJgwAZ06dcKXX36pEKcX7dmzZ+jatavqPih2dXhddMAUHLq5uakSmCUlJcHZ2RnR0dHcgmt6ejrKlSuHN2/ecO9ZQRDQokULXLp0SZVgbsGCBZgzZ44qGurmzZto3LixKg/B+/fvUaZMGdy8eZO7DiQlJaF27dqYNm0at4ATERGBunXrwtXVVXGeUlJS4OfnR1m358+fj7y8PFy+fBlz5sxBq1atmESoadOmiI2NxbNnz7iQZisrKyb4Pn78ONMRI4QoCMIOHjzIdHuqVavGnGu9Xk/HKMRERL7XSMnSeElxdHQ0ndsnhCjksHJycuDu7s78Tnk3Sfp7nZ2dmUQqIyODIYNzdHRkCkSHDh1ivt/a2po+jyIioF69elRGyszMTLHXJyUlYfPmzWjXrh3Mzc25z6vBYMDvv/8OZ2dnVc6Qt2/fonHjxggKCuL6dTodOnbsqFqIMxqN6NevH3bu3Mkt9gmCAB8fH2zcuFE1Bh45ciQWLFigyuMwevRojB8/nluwFP3dunVTlToaN24catWqhQcPHnCf6x9//BF2dnYICwvjHuPs2bNRokQJvH//XkEsBJjktooWLUrjI7ndunULVlZWePLkCZcxPjs7G7Vq1ULXrl0RGhrKPUaRGO327dtcBKMgCOjevTt+/fVXLswe+OO+1Npv4+PjVblXPjX7jySkhBArQshZQsgkyb/9T0B2/0oTgyYeUyZgClbd3NxACOEuLv7+/nQjKF68OLMAC4KgYMyUipsLgoBJkyYxfnm3Vz5kLoc4Xr9+nYF3lC9fnvGnp6ejSpUq1F+6dGnFb5DOrMnfD5gY9NQSWsBUwRZn9po1a6bwG41GWuXizbcajUYalPbo0UPhl0IUq1SpooA7iRqmYrVNDpuV6qN5enoqgtJDhw6BENOs39q1axWdwZ9++gkVK1bE7NmzFbBdQRDw6NEjJCQk/O2gzp+SFTQfm5WVpQmJj4mJ4XZKRdu/f7/qbHRGRgZat26tmthu3bpVFTmQkJCAEiVKqH5v586dVTVQZ8+ejS5dunB969evh6WlJbciq9frQQjhdqNE+yuhQ927d1dN9l+/fo1ChQpxu3MAO+O3efNmhT8wMJD6O3TooPCHhYXRYpWrq6vCn5mZSRMF3toHgBLnqHXjxYSyevXqXL9IgNWiRQuuXyw4DhkyROHPyclBkSJFULJkSUUHID09HR4eHhg2bBiOHj1aoM5mQc+Q1vuzsrI0/Tx9ZqlJIZzx8fEKqSxpEpeRkYHdu3cz98yjR48UsEXpucrJyfmnjoFnV69e1TxHCQkJOHv2rKo/JyeHi1ASLSMjg84Xyi0rKwunT5/GlClT8M033yAqKgpbtmzBvHnz8MMPP8Db2xudOnVCkyZN4ObmBj8/PzreIE9YxYRTXBv279/PJKPkHx0hKaJg/Pjxis/o1q0bDbKfPXumgB9XqVKFJhL5+flo1qwZ4y9dujRN6ARBoIUVacIpFo8FQWDiDHNzczRp0oTKeSUkJNCib5EiRdCkSRMMGjSIJnz379/HtGnTMHv2bMyfPx9LlizBypUruYVCQRAQGxuLixcvao58JSQkqMKCAVNSqYYuAUzdXLVkUPRrjZPl5ORovl+n02mOCel0Ok2iuOzsbFXEl+jXQq7odDqq781LmnNzczFu3DgYjUY8f/5csbYZDAbMnTsXaWlpOHbsGLf7uGnTJrx//x6rVq3ijpqJ8jB+fn64fPmyIjZ79uwZFi5ciKCgIJw9e5a7D4l6vHL0i2ipqama9wnwv0WM+acnpIQQM0LILkLIKtm/LyUsqdGSgj7r/3tCCpgeHDUNUsBUfatRowZXYxQwBU1iBVQOyxIEgWFGmzBhgsIvShoQwoeISJNaW1tbxaYqVoHEhV4++/fw4UMKj7C0tFQsHBkZGbQLwAvaBEGgg+xq94u44ckZRUUTN1Y18fjWrVuDECUsAzBB9sTfd+HCBYVfnHMqWrQot9o3btw4EGKaHeItrM2aNUO3bt24C1ZGRgaCg4P/ZynAtexjSJS0NlTgjzlvLbt3755iLkxqT58+RevWrVWTntDQUJQpU4YbPAiCgMWLF8PKyoq7qWRkZKB58+Zo0KAB97MvX74MKysrLhMwAAov4yUi4kjBrFmzuO+tX78+bG1tuV3vH3/8kbteAKZAQQw61SSaGjZs+JcRFhU0W71gwQJFIU00QRAoBE9arJP6xYSOpwcL/AEZbdq0Kdcv6snyimUAKCtjr169uH5R4kcNXv7TTz+BEKKq+1qvXj3Ur1+fe50DAwPRvHlzbvcxKyvro57Bv9revn2LM2fOqB6bmLxMnDhRdYRi8uTJcHFxoUQnctuxYwfq1KmDffv2cdfeW7duacqQ/DftYwqTH/M3V69exdq1a7Fv3z6EhITg4cOHiI2NZfYwUcO8WrVqGDhwIFatWoWrV68y3RyxqG1tbQ0PDw+sXLmSQQFlZmbSebsSJUpg5MiRuHDhAnPexcK5vb09BgwYQNmKRduwYQMtCE+dOhU3b95k7o+ZM2eibt26+PHHH3H8+HFFRy0kJAShoaGIi4v7XNj9Fy02Nlb13BmNRgQGBqqOVsTHx+Pnn39WFILE/x0cHIyuXbti165dzD4q3iNr1qxBtWrVMGPGDEbnU/zv3LlzYW9vDy8vL+zbt0+xF4tERnXr1oWfnx8ePXrEHMeZM2dgbm6O0qVLY8SIETh9+jR9DvR6PVJTU1GlShUUK1YMgwcPxvHjx+m6In7Otm3bUKdOHcydO1e1KxwWFqYpZfe/YP+JhLTlPwL0R4SQsH+8OhFCShBCzhOT7Mt5Qkjxgj7rc0L6cZaYmKg5iH/q1CkUKlSIG1gLgoBp06ZpdhDFKrulpaVigxYEgSF24D0wYlBECOEmVtu2baN+XiX80qVLMDMzQ7Fixbi/7/nz57CyssJXX33F9b979w7W1tb4+eefuf6XL1+CEKWmomiTJk1CpUqVuEHOtWvXQAhRhTCOGTMGlpaW3FkNAKhatSqmTZvGXazfvHmDgICA/1ebYExMTIG/NyoqqkAISmhoqGqyBZiqqkOGDFHMn0ht69atsLGxUWWm3r17N+zt7bkaloIgYMWKFbCwsODCOUWCJUIIVx83IyODElDI4WeAKfAW4ZK8gpW0u8e7b8VkVUqqJFpUVBR978mTJxV+kQnR1tZWAWNMT0+n723YsCE3YG/Tpg2KFSumCtf6KxMd8T5Qs7dv38LW1pY7nwiYChKWlpaqsi2RkZGwtrZWyOeI9uHDBxQuXBje3t5cf3p6Ouzs7LBkyRKuX7xWavfo2rVr0bZtW64PAGrXrq1KNHfp0qVPTlIgPj4eL168UF0jBEFAr1694OLiggULFnBlpK5evUr3s0GDBinOXXp6Op31c3Z2xrp16xjki9FopM+mm5sbNm/ezOyLgiCgffv2KFasGKZMmaK4z1NTUzF27Fjs37+/wM7y39VE7XQtds+wsDCMHj1atcMuCALGjBkDHx8fnDlzhnsvnjhxAl27dsW+ffu4sMXY2FjMmzePSUSkptfrC2S4/mymGEuLsPDGjRuYOnWq6sz/xYsXUadOHSxZsoQLPz1z5gwKFSqEXr164ejRo4rivFh4c3Nzw6xZsxQwW3E0zMbGBj169MD+/fvp/SAIAsNs6+bmhp9//hl3796FqFHds2dP6re2tkbnzp2xbds2JCUlKTRGxc+YMmUKrl+/DqPRqJCUKVKkCAYMGIDDhw8jKysL4eHhTJffwcEB3333HQ4dOkQLV9LmT82aNTF79mw8fvyYITmrXLkymjRpgiVLlnBRGUajUbXb+newPz0h/TNfnxPSj7eCNrbz58+rQvsEQcD06dNRqFAh7qKv1+vpA8ubIxTZ7wgh3LkHKfnEtWvXuMcwZMgQEEJUq9a+vr5wcHBQ/X2//PILQwAjt7Fjx2pCBdu2bavKHrx3715mflZqt2/fRqlSpRQwMNG6dOnChfsBps1yw4YNqsf0v2Za89SizZo1q8DZzQ4dOqgSOAEm9moHBwfs2LGD609NTaXEDjyWVp1ORyFeNWvW5PqHDx9ONw859CgrK4tho5WTbWVmZlL2O0KIIinOzMxkNAzl909GRgbDQCp/plJSUmhATQjhQolEKKl8rhtgZVl4OqJSFkK5TFNycjKzMfOIxnr37g1CTAzCPFRARkaGatf3P2Fqs4GiLVq0SLMAMmnSJE32aF9fX4apWG5TpkxRlb8BgMGDB2s+O3JpIakdOXJEEy7OQ3V8ymY0GtGnTx9UqlQJo0ePRlBQkCLpSUpKQpkyZWinvmfPnjh9+jTzHMjli7p27coUJKXIHkIInJycsHLlSho8Pnz4kIGilitXDitWrKBBcHR0NB31MDMzQ7du3XDu3DkaXIosmra2tujTpw8OHjxI35ubm4vJkydj6tSpCAgIUCWk+l83vV6vOYMPoED/ZzNZdHS0pnb3/fv3MXToUOzZs4c765ybmwt3d3fUrVsX8+fP55KgjRkzhnYSly5dqkAFzZ49myLl2rdvD39/fwaZIUXblShRAuPGjcPt27fpvS/GiOJLrt8p5TshxCTB1LdvXxw+fJjLWE0IgYuLCyZPnozz588rmG/FY/3666+xbNky7vvFtWHKlCno168f129rawtvb2+GXV7u7927Ny5cuKCQzSGEMN3dsLAwhsSsXr16mDdvHhMzrV69GjVr1sTPP/+Ma9eu/a0QdJ8T0o80vV6PmTNnYvr06Th79uzfRtdHamqD0cAfSakacU1ubi7at29PNafkJrJ5qSV9YhCtBj/Ozs5G7dq1Vb8/JycHjRo1Uj3+rKws+Pr6qvpjYmI0gy8tNs/Xr1+rzlvcv39fk5hK7XwB/1vaggEBAQUWRcaMGaNKtACYzkeVKlUYCnW57dy5E4TwIZSAqWMlkkvwWOUiIyPpxlOqVClFN+7169fMxjN37lzG/+LFC4b18osvvmA+Q8o4yUMFxMXFKVgrpceZmZnJyLoQQhjoq9FoRPfu3Rm/HJYq37jlMHkfHx/qk8vGAGC03CpWrMjcpwaDgZkLL1q0KANxiouLY77b3t5eUWSSEqGpJXKVK1f+ZIo1eXl5mnJVaWlpjDSB3D58+KDa4QRMYxdyMjSpXb9+XRP+qQVLLojc61MznU6HadOmYdy4cZg/fz62bNmC48eP486dOxSCr9PpmJlBKysrfP3111i0aBENgkUmTunriy++oMRtycnJjPyE+GrVqhWioqJgNBoVc4mEmMZGRDKZH374QeEvUaIELYRt2bJF4a9evTqdTVy5cqUigPby8kJISIgigC5VqhQ6deqE2bNn4+bNm/j1118xatQoWsxYsWIFtmzZgv3793M7J+Jvvn37tmrxFDAlLloyP2qwSun107KP0efUso9BT/y7hGl/Bqz5r/wMkYE3MDAQFy5cwP379/HmzRukpKTQ8/Xs2TO4uLigZs2a6N+/PxYvXowzZ84wYy3ieICYVE6ZMgXBwcH0msbExKBUqVL0b2rVqgU/Pz+aDOXk5KBevXrUb2Zmhnbt2mHHjh3Iy8tjGKXFl6OjI4YNG4bIyEjuLLCYkJ08eRLZ2dmoWbMmN2mcNm0aEhISFDqp4svDwwMPHz5kiKekr169euHSpUuUoVj6ql27Ns6ePYvo6GiFpAwhBAMHDkR8fDyys7OZ3y++unXrRs/z9OnTFX5HR0esWbMGeXl5iI2NpcU0+atZs2aIiIhgeEmkr3r16lH0iLTbWrJkSQwaNOijYrT/tn1OSP8JS0tLo8GkhYUFunTpopg3SE1Nxc6dO3HmzBk8evRIcwHNzMzUHEjOy8vT3Dz+TBMXNi3m4MzMTM3Zr7i4OM1k4u3bt5oJ2vPnzzV1BR8+fKjqA1CgVud/IgHU6XSan/sx1SmtyiVgStYL0potSGc2Pz+/wPPDg7cBJljU1q1bceXKFdXPCAwMhKurqyZRwYgRI1C+fHnVz7hz5w4IUbI1ixYXF0c1NHn3UWRkJJydnelCLA/Gk5KS8NVXX1G/HK6alZWFoUOHMtAaKTQoPz8fM2fOpDPNhBCGPdRoNGLp0qVUqoIQdnZQEASsWbOGod0vWbIks0Zs3LgR7dq1o35ra2smQNy+fTsluhE3fan/zJkzKFmyJNO9kQaBUVFRsLKyYgTQpWtQWlqaQn5ASsgSGRmpSDils9fR0dGMv0aNGoxeHvCHfAMhJmgTT6JBRGSokS4BpuemIA3fv8oKCrQLCtQ/1Sr2x2hcq60bop07d07RhU5NTUVoaChWrFgBb29vjB8/nt4jqampDIJALHxIO5iJiYlUO1N8zZ8/nzleERIvvrp27cokVNu3b1ckrNJk7u7duxRJQIgJDiiVpEpLS2OQCIQQ/Pbbb4w4vbxr88MPP9DigiAI+Pbbbxl/37596frI6+p4enoiLS0NOp0Oo0aNUgSlrVu3RmZmJvz9/eHr64uePXuibt26tFvbsmVLxTWNjo7GihUr0LRpU+54AWDa+/38/Lj6zqJdunQJ/fr1U/W/e/dOEx6fk5ODYcOGqfoFQaBENWr2+++/q8LXARO51Pbt21X9mZmZqozQ4jHMnDlTswh06NAhrFixguszGAw4cuQIw0otml6vx40bNzB//ny0adOGFi6ys7OxePFiDB06FF26dIG7uztcXFzQoUMHuu68f/+ecl1Inxkpc/abN2+YvYsQggULFjDnU6qKICZq0o5paGgos7fUr1+fId158eIFs39KyaUA070mErkRYoLNS8eSIiMjFUnhihUrqP/p06eUqVh8jR07lvpF9lupv127dvSeP3fuHLP3EWLSKRXj7NOnTyv87u7utCN85coVxedXrFiRNjsiIyMVha7ChQtTMjGDwYBOnToxfnNzc/z888/0frh8+TKVwxJfVatWZXIBueasnZ0dU7jOz89n4gxCCObMmfPJIwo+J6T/pCUmJlLImlQnSmqnTp1CkSJFVGcaAdMNU6pUKUb4Xm4eHh5wdHRUrY4LgoBnz54VuAAfPXpUFf8fGxuLGzduqC7CGRkZOHPmDDZv3syl3s/Ly0NQUBCePn2K9evXKwIro9GIy5cvIyoqCsuWLVP4BUHA48eP8fr1ay4DoCAIePv2LSIiInDq1Clu8hcbG4vw8HC8fPmS2xFISEjAkydPoNPpFAWAzMxMJCcnU6y+fLO+efMmEhMT8ejRI25wtnnzZkRHR+PSpUvcoPL06dM4dOgQjh49qhq0enl54eTJk6rVq3Xr1mHGjBmqA+1RUVFo3bq1KjQvNjYWLVu25EpkREREwNfXF1WrVuXCNwFToNCrVy8QQlTlUvR6PVxdXTF16lTVgGHGjBlo06aNKmvcsWPH4OnpiTFjxnCv87Nnz/DTTz+hcePG3IQ0Ly8PFy5cgKurK6pXr879jvj4eJQtWxalSpXidln1ej0aNWqEYsWKoX79+tzPGDRoEE2MeeyZS5Ysgb29PWxtbbnQ08OHD8PW1hbOzs747rvvFP7bt2+jTJkyqF69Oho3bqzwR0dHo3r16mjRogXKli3L+LKyspCbm4vmzZujbdu2cHJyYgKfZ8+eITIyEt27d4enpyf69+/PbGS3b9/Gnj17MGDAAHz11Vc4duwYM0caEhICHx8f9O7dG40aNUJcXByjW/j69Wu4uLigR48eqFOnDsLDw5Gfn8/cE/Pnz0erVq1QsWJFPHnyhPtczZkzB5UrV8aJEydUCz6NGjVSZacFTM+2FpOkuH5qFXNevHiBpKQkVUbLmJgYvHnzhisdAJj2iydPniAuLo67NqWlpeHBgwfIz89XzLLp9XpkZ2fj0aNHyM3NVewDHz58QH5+Ph48eIDMzEzFeUpOTsbr169x9+5d1bVl27ZtuH37tiriZ8mSJThw4IDqeQwJCUHbtm25hcSUlBTajd+2bRv99+PHj6N69epMsCTfK41GIxMcm5mZKWYxnz9/zgS38mJoVlYWw+IuJ4YSBIHp2FStWlVxL4jQfDMzMzg6OiqKonv37mWOUa7HGhUVxWiByvXAs7KyGG1J+Szxhw8fmK6LnBwrICCAkV0pU6YMDAYD0tPTsWjRIkVwbGVlhbS0NCYJlfodHR2Z9Vmv12PTpk008S5VqpRCa1okZ7OwsICTkxN3n4mMjISrqyvKlCnDjTWMRiN69+4Ne3t7jBw5kruXiqMEAwcO5M593rp1i87/8dAxCQkJcHFxQdOmTbkjHzk5OWjTpg2cnJwUyBjAhBITZwm/++47xT6XkJAALy8vEGLqhEvXDJ1Oh40bN9L7sWjRonRdjYqKQv/+/RWasVKisg8fPsDX15dBp8g5P/R6PaZPn06LKDY2NoqGRkxMDL788kv6GfIGg5wThMeWvmLFCuYY5OvOvn37qL9EiRKKYwgKCmKSMXncIuU/IIRg7dq1jF8OfZUXOUQSK/HVsGFDZg+Uz3uWLFmSSbpFIkpCTLq65ubmTGL/22+/gRBTMVbsZm7atIn6pUm7OFoj5YFITU2l6hji+93d3Zl9UK5gUapUKeYY5RBlCwsLZh8GTPeMdP0TCxyfsn1OSP8Fi46OxrfffqsZ7Dx//lxzdsdoNGLw4MGYOXOm6t8sWLAAvXv3Vk1kDhw4AHNzcy55iyAI2L17N602yaGSOTk5CA0NRY0aNWBpaQknJyfGn5mZiQcPHqBjx46wtLSEhYUF8xk5OTm4efMmnRtwdHTE+PHjme8PDg6mOqMlS5bEN998w3zH2bNnKaGRk5OTQn7h5s2b2Lx5M2xsbODs7KyAFyYmJuLHH39ElSpVULZsWRQvXpzZyARBwODBg+Hu7o4iRYqgcuXKisVx4sSJtKPVtWtXRdI9cOBAunj8/PPPCmHz/v37UxiIn58fTp48ySzQa9asoRW1KVOmKBjaXr16RReM4cOHK2DVUh3SPn36KLqLer2eEmx4eHgouq3nz5+nMJPmzZtzCwJhYWGYO3eu5hycwWBAUFCQZjf4/fv3/3a3+GNNC8JoMBg0IdjZ2dkIDg5WfX5zc3Px6tUrVY1LQTAJz6sR2QCmbu706dNVK+mJiYm4fv26JgQ+PT1d8xhycnIUwaHUjEYjXr9+XWCXS6tqKr+e0k4fr+snFne0umZiEqrV6YiPjy8Q0fDTTz+pkgEBpvWFR9okfb+1tTV3TtZgMGDYsGFwcHBAyZIlce7cOcafn5+PUaNGwcXFBeXKlVPoPAuCgIkTJ8Ld3R3FihWDk5OT4jrMnj2bdsNr1qypKCxu2bKFah+2aNFC0Um+ffs2DXjat2/PSGkApoCkaNGisLKyQpcuXRR+AChdujSsra3RsWNHLvpF7MZ37NhRMTeWlpZGIXI9e/akv08QBAQEBDDQMznpniAIOH/+PHr16gULCwtVArLDhw/D3t5eEZSKduXKFdjY2GDPnj2qjLfi3sVDIz158gSWlpY4ceIEF5admJiIokWLYs+ePVw9QkEQ8PXXX1N4I89+++03VKtWjZkhldqLFy/g6OiI3377jdvxT05ORr169eDl5cUdaXn79i2aNWsGR0dHxaxzVlYWVq5cCScnJxBC6CxzeHg4Vq1ahc6dOzMdp2rVquHNmzcQBAFBQUHMvLiYQEjvw5SUFIVeqXxe+uXLl6hYsSL1u7q6KtYOKfzZxsZGUbSUd+akBQ7AtF6Imr2EKGffc3Jy0Lx5c6YAIr0W+fn5lKyNENNsofQYU1JSmA5k8eLFacIpCAL279/PJP+2trZ0D7p06ZJijMPCwoLptut0Ohw+fBheXl6wtbXlxmyAKbH39vaGmZmZKkeCiJJZvXo11x8fH49atWph3rx53GcmLy8P7dq1w4wZM7j3oyAI+O677+Dr66sqdzRy5EgMHTpUVT94/Pjx6Nixo+oY1fjx41GzZk0EBgZyn5kRI0agcOHC8Pf3VxTbpCRGmzZtUhQLBUGgpH47d+5U6LkKgoB+/frB2dkZERERCs1b8fc1adIESUlJWLRokeIY16xZA2dnZ+Tm5mLhwoWKgt/jx49hb2+PwMBAbN26lXuM4m9YunQpVxYuOTkZlSpVgpeXl6IQJtqzZ89QtGhRzcLup2SfE9J/0QqCWf4VlpeXh6ZNm3IDKsC0iIsVNVGzSWryGRhpBV/OPEYIYeakxGRP6pfrlC5fvpzxyyt6t27dYuAR8q5WVlYWs8lUrlxZ8Rv69Omj6Zceg5ubm8IvFdx2cXFRPLRShmBLS0uFNpj0+wkhCibjCRMmMH75Rrpx40bqc3R0VJBCiTqkhBB07txZkeBMmzYNXB8JwAAAIABJREFU5ubm6NChA/z9/ZlELT8/H6Ghobh//z4iIyO5XZS/q33MLNHHyC6kpaVp0tEDUGVhFAtFOTk53ORWrMoajUZVFIPBYIBer1cl+xIEASkpKZpQ6KtXr6omgIIgaM4nas3DR0dHqwYMsbGx3AQHMEnlaBU3CpLa+bPs3bt33E6JaNevXwchRHVWVTrjxyNbmzNnDvVLi3GiSSv1PMms0NBQ6re3t1cEh7GxsbTbYWFhoShG5eXlUcksMzMzBYLCaDQy0C95kC8IAvXb2Ngogsf4+Hj6/TVq1FAEn+KsctmyZTFjxgz6DCQlJSEwMBABAQE4cOAA/P39cejQIdXnLCYmRvX+B0xJoxbD58GDBzWLXdLAXa/XK/5W2t0ATKMD0mP9/fffmf1eTNhECw8P1yw+C4IAf39/VT9g6hppzXclJydryr/l5+dj+vTpqsXrnJwcbNy4UfFbAdN9dOXKFcyaNQsdOnRASkoKLcjNnDkTo0aNQu/evfHVV1+hevXqWLVqFQDTc16pUiVmfyPENH8oQrQjIiJQrlw5xm9jY8N0a6QdN/E1ZMgQWijjwSAbNmxIO+b5+fnMKIZY4BbXTB5Lqp2dHU2sDQaDgpDGysqKdlHfvHmjSMydnJzg7+8Po9GIjRs3wsPDg748PT3h6emJI0eOMOc5NTUVN2/exPbt2/HTTz+pMu9nZmZi3759io6X1MLCwjS1bWNiYjSfmeTkZE2d0/T0dC5xkWhZWVmaI1Q6nU6TiC0nJ0dzX8rNzdUkttPpdJrKEtnZ2YoGiNQyMzPRuHFj1TgiKyuLwuvVkvaNGzciIiJC0WQATPfc9u3b8eTJE2zevJm7PwcEBODevXtYtWoVZfyV/8b69evj5cuXqgidsLAw1WKdaJcvX/7bxH2fE9K/ucXExGDcuHGq/oMHD8LMzAzDhw9X+IxGI4WYEKJk0M3KymLgQnLZlOzsbKbyJxeHNxqNzDwcDwIpahqqBW27d+9mNiG5hYWFUX+7du0U/sTERNqh5HVLPnz4QIOuKVOmKPxr166ln8+T35BWh3v06KF48KXzAjytQDHpd3Z2VmwwgiCgSZMmKFu2LA4cOKD47MjISKxYsaLAGa6/m6nBgkUTBEGTRAYwBSlaGxZg6mIOHDhQ828OHDigqvEImIKVFi1aqM6CJycno0OHDooOm2hJSUlo06aNIngRLTIyEtWrV1etNF+5cgUVKlRQ3XBmz56tyq6dmpoKZ2dnVeKbCRMmqCZr27dvh6enJ9d38uRJWFtbq8q6eHt7q/7ev9IEQUCdOnVUA7/MzEwUK1YMhQoV4gYuHz58oN0lXic7Ozuboid4OqWCIFD4HE/6BwBFP6jN9olszPK1VzQxGeCtfVKJHh4TuCi10L59e0UyHBQUhLZt2+LQoUOflDRMenq6JuGgIAjw8fHBtm3bVMl7Nm3ahKZNmyIkJIT7XIlsmGfOnFHteG7btu2Tn9f6dywnJwf+/v44evQoLl26hMePHyM2NpbpKj5+/Bhly5aFm5sbvLy8sGDBApw8eZJB0hw8eJDeg3Xq1IGvry/OnDlDi4nSGMTS0hIeHh7YsGEDgyQSdcYJMUEflyxZwiRbCxYsoIlwx44dsW7dOro2GY1G+Pj4wN7eHm3btsWsWbMQHBxM1/Ps7GwsWrQIa9aswfHjxxEeHv5J6sv+L5qcTE9uUsQJj7BTvIZRUVG4ePGiAqGSnJwMQRCwYcMGrF+/XlHsNxgMyM7ORqdOnTBw4ED4+/srSL1yc3PRsmVLVKxYEaNHj8bJkyeZZ0AQBDrr7e7ujnnz5uHhw4f0twmCgAsXLsDCwgIVKlTAuHHjEBISwswGGwwGdOzYEU2aNMGvv/6q6KYaDAYYDAYcO3bsk+FU+Fftc0JagGVlZX3yF7kg2YLVq1ejdevWXF9OTg4NangVq6ioKAq94gXvItyIEMKdd3v37h2d86lWrZrCn5WVRQft69atq/AbjUa4u7urJpzAH0khL+kGQJNuNfhj48aNQQjB7du3Fb7AwEAQYiKX4ek7dejQAYSYhvd510EMOH18fBTBi16vh6OjI+rUqcOtgF27dg0jR44skLDo72KvX7/mUspL7f79+6p6saLt2bNHNRkCTIv80KFD0aZNG9W/efv2Ldzc3FTRBUajkTLiqXVvTpw4gaJFi6J3795c/61bt1CxYkU61yW3Bw8e4IsvvoCdnR03yLl37x7Kli2rID4S7fLly7C3t1d9LsRZGzXoltjh4qE94uPjYWtrq8pc3a9fP1haWnLvza1bt4IQgsGDB3PfO2LECJQoUUKV9fuvFKDfsmWLJuHQrFmzuIUy0SZNmgRCiAL2JZo4B6kGSRVF19WKBmL3SE0WZvLkySCEr0ULAPXr11ctDrx9+5ZeJ9757tWrF8aPH8+FfBfEtvrfMoPBgC5dumDYsGGMZITUwsLCYG5ujgoVKmDt2rWK66/X6+lc59dff81FJ4iFxObNmyM4OFjxPX379kWZMmWwYMECxbkyGAxYvHgxzp0798mSWf0ZFhERoVkcePHiBYYPH47du3czbK+iicWDnj17YteuXdw4bPfu3WjVqhVWrVrF3Z+vX7+OESNGICgoSFWn9N69ex9F3vX/3QoqsDx79kwzWT979qyqpJvRaMSvv/6Ks2fPcve66OhoeHl5YefOndx7avfu3ahXrx4WLlyoKGgLgoABAwagRIkSGDx4MAIDA5l7ISMjgzZWateujV9++YWRS4mLi6OQc3Nzc7Rs2RILFy6kiWVSUhIdqyLEBNcWRyRiYmK4BEMVK1bEuHHjEBwcjLy8PEZqjRDTjPHAgQNx6NAhZGZmIiUlhZkHrVGjBmbMmIF79+7Rtef48eOwtrZGmzZtsHr1ak3irU/VPiekBZggCBgyZAiaNWuG2bNn4/r163/LxUuE2fDsw4cPqF69uqrW5vXr12Ftba2a1B4+fBiEmGZDeCbCTl1cXLj+M2fOqHZAxe9X6zIAf7CzLly4UPPz1Toh06ZN48J1AVNSQQjBhAkTuO/95ptvQAjh6hTq9XpYWVnB09OT20W4du0aPDw8VLtrfyfJhhcvXmjKBQAmiMqcOXM0/2bo0KGq3R7AlCgVL15cMyH18/NT7WgDJoid2DniBfIZGRlUWqV06dKKoNFgMGDatGl0cwgICGD8giBg/fr1tDPPQzDs37+fzgrxEtpTp07R7huP+OjixYvUzyMJuXLlCoXr8+ZMjx8/To+fd2+KUHWexqXBYKCkTjxiqPnz54MQE4yUByubOHEiCDHNPPOCj2vXrmHKlCl/SVJaUEKQlJSk2UV/9+4drKysVOFxcXFxsLa2ViWUSEpKgrW1tSqkMyoqCoQQ7vwiYFp7ixcvrhostm/fHj/88APXd+/ePdSuXZsbRBoMBlVppf+mpaamYvjw4Vi4cCFu3LjB3YsjIyNpkbRevXpYv369osMr7aqVKVMGixcvZgLds2fPMgFihw4dGPj369evGYKZli1bMh3VuLg4SjZkZ2eH8ePHM5Dnx48fo1ChQihXrhwmT56sgD+GhIRg+/btePny5d8GbvdnG4/IS27/K8Xa/7SJsitaFhAQgAsXLqiuiaGhoejVqxdOnTrF/ZuYmBhUqlQJP/74I3c9jI+Pp1wiAQEBin0nIiICtra2+OKLL+Dn56cYQRCbA3Z2dujfvz9Onz7N/KZx48YxaDxpcqrT6Rj2+0KFCqFbt27Ytm0bEhMTERkZqZBbKVGiBLy9vbF//35cuXKFYQ8WXxUqVMDIkSOxbt06hlxM+qpbty7mzp1LuUjkLwcHB8yYMUOhjSy+bGxs0KtXL1y5ckVBfEWIiR184sSJuHjxIhYuXKj47lmzZjGJ66dsnxPSj7C8vDyaeIjVi969e2Pz5s10tigqKgpjx47Fhg0bcPfu3QKD87/aCroZIyMjNQmWdu/ezZ3RFM3X1xdFixZV9fv4+CgYQaXm7e2tyTj83XffqXZAAVOnUk44JJrBYECVKlVUg7YLFy5w2eQAUwXV1taWW8EFTJA6teN68+YN6tWrp1olfvz48ScFd1OzgiQrAFMCNGjQIM37bNasWShTpozqdUhOTkahQoUUBFtSE2d2PTw8uH6plINUjkS0W7duMcyc8uv6+vVrRutMLkOQkJBAiWYIMVG6S4OmzMxM9O/fn9kUpHIVBoOBmUsmhCh0bLds2cIQeMhlCkJDQxlxbDn89dWrV8zMlXx28MOHD4xchTwpTElJoRtfnTp1FOfwxo0b9L28hFUaGHTv3l3hlwqg8+QR0tLSQIhJxuNTMK1ZK8AkL6L1HH///fea81bfffed5rxX+/btVYPE9+/fc+dXRRs3bpzqDPStW7dU2YH/WyayDWdlZanOdz1//pze34ULF0anTp2wdOlS3L17l54n6aiHGMT6+Pjgxo0bEAQBqampCk3BYsWKYfbs2bSj2bFjR0Xw1717d3ot5c8xISaynNDQUAAm6K/UZ25uDi8vL1pckOuU1qlTB0uXLkVsbCz0ej169OgBQkwzun369KGzZnq9HlFRUThw4ABCQkLw4MEDREVFISsr628RdH62P98eP36M8+fP49mzZ9xZZIPBgKFDh8LDwwNz585FaGioYl9PTEyEs7MzypQpgzFjxiA0NFSx7ojFxIoVK2LOnDmKrvSOHTvo/dy+fXsEBQUxnyHl7HBycsKsWbOYxFM6d29ubo5OnTohMDCQrq/SQpJYTPrxxx9x//595OXlMcRV0uR06dKliIyMVMg0id/j6emJEydOwMbGhpsUlihRAkuXLlVIwoj5wJo1a3Dq1Clm3xZf33//PZKSkhAREcFNWmfOnIn8/Hzk5eVRtKL01bx5c7o/SBmKpS8nJyf8/vvv0Ov1GDBgAPdvKlSo8EmMymjZ54T0Iy01NRU1atRgLrC7uzszd3n+/Hna9bC2tkbz5s0RERHBfE54eDhCQkJw9+5dvHr16pMgRxKtINFcPz8/1Q1PJBZQq8JlZGSgUaNGqp+dlJTEDV5Fi4qK0uyuXbt2TZME4MyZM6q+3Nxc1YBR7Iap2bfffqt63p4+fao6jC61ggh6PqYj/zGJ7b/a2X/79i3dGLQCY0LUoYnAHzA3NWZZKR07D/4s3cx4MNWzZ88yJC5y5rk7d+4wyaic1fn9+/do3rw5s6mcOHGC+rOzszFw4EBmU5HO5hmNRvz8888MEVeFChWY67t+/XqmUirKMIh27Ngxhb6i9B66f/8+8/lyf0pKioKAQ95FkCfMchM7zGLAL3/mZ8+eTf22traKLoac6EtO+CL9fGtray5zqAiRUoPZP3/+/JNBEBSkFf306VPNdf7evXuaa4B8D5GbmhwUAE2I/J+VvBQE5dNK6LOzs3Hs2DHajTUajVi9ejUNDK2trVGkSBE4Ozsz0Nnbt28r9AgHDRpEr4UgCAw/AiEmUr2LFy/S3y0NngkhKF++PHbt2kXv5/DwcGYtsLKywrJlyyjUPCMjQ9FVmThxIiWDMRqNdAZYfPXs2ZOOhgiCoHgWmzRpQtlXc3NzGQ4GQggqVaqEq1ev0jl6uSZi+fLlKXTy7t27CAwMxMqVK/Hjjz+id+/eaNeuHbdAIRLpDBs2TPV6xsbGahatc3NzVccDxN+rpQEKQJO4CQCOHj2q+azcv39fdXYdMK2PavP8gOmaaWkfAyZ0i9q4gXgMagy4APDo0SOMHTuWW+iNjY3F/v37MXbsWIqqyMvLw4YNGzB16lSMGjUK/fv3R5cuXTBgwAC6ruh0OuZeKlKkCGrWrEmLI+LniCNG4v08YcIEZk8XpXPEv6lVqxYD/dTpdEzB1s7OjkHgCIKArl27MsnelClTmO+Qa+/26tWLFoEEQWDYjgkxkTmKSJvc3Fw0aNCA8Xt4eND4LTY2VpF0NmvWjCZ0N2/eVCSdVapUoY0lf39/bjIqohvkciyEELRt25buwXLJGUJMKA1RWu3s2bOKpLZMmTL0HCYkJDCM1ISYOqRLly6l53DevHmK7xg0aBCNQ3U6HR1Dk7727NnzyResPiek/4RFRUVR+nTxRpRbSEgIZT5s1KiR4gbIzs7G0KFD6aKh1X0aNWoU6tevrxp4GQyGAm8wo9GoGTAYjUZkZ2drBg0fPnzAs2fPkJyczN0MkpKSkJ+fj5MnT3IhNqI2ohpsTdTbU2OdEyUuYmJiVM+XyFb6z3SmxapUfn4+9zymp6cjIiIC79+/V034Vq1ahczMTNWZqv379+PVq1eq51cQBEydOlUTmrV582YEBQWp/vaUlBQMGTKEywQKmM7/mDFjuIlgcnIyxo8fD3d3dzRt2lT1GFavXg1CCA4ePKj6O4oUKYKmTZuqBsGenp6wtrbmzsMJgoDp06ejVKlSqFu3LjdoCAoKQocOHVCuXDluh/Tdu3dYuXIlLC0tYWdnxy0yPH/+HBYWFihUqBBXhD0nJwflypWDpaUl7O3tuYmEh4cH3VSkCatoomi1mZkZlyhL1C60tLREx44dFf4HDx7AwsICNjY2qFmzpsKflpaGIkWKoHDhwopucnZ2NlJTU1GzZk2ULFkSjo6OjF+n0yE0NBQeHh4oV64cChcuzPgFQcDKlSvRvXt3lCxZEjVq1FAwCH///feUrOuXX35RMEN//fXXaNmyJSwsLLBv3z6cPXuW8S9ZsgQVK1aEmZkZ9u/fj/DwcMVv7Ny5M6ysrLB48WLu+hUXF4fKlSurziQBwNy5c1GpUiXVDuE/szlr/a3RaNQs9hiNRq7GsfyzP4Y5WmriuqX2PpE8Rg32mJycjCdPnmgm1OvWrUNMTIxqIer8+fNYtGiRpk5phQoVGMhxfHw8tm7dim7dutEC7qBBg5j3PXr0iNHnLF68uCIJCA4OZhIynuyNlOFVvmYYjUamo1KsWDHFnOLo0aOp38zMTDFPLsqWia+NGzcy/vDwcOYY5fDpjIwMTa3UrKws5hjl5Fc3b96k0juEmGbLjEYjDAYD9u3bpyhOVapUiSJ2MjIy4O/vj549e9KYxdXVVSF/k5WVBT8/P9jZ2aFy5cpc5up3796hadOmqFy5MpdFWxAE/PDDD3B2dlZlVz1w4ADs7e1VoeKPHz+GnZ0dVq5cyV0TUlJSUKlSJUyePJlbpNHr9fDw8ECfPn24rMiCIGD8+PGoUqWKQmJJ9IsydosWLVL4c3JyMG3aNFhYWKBdu3bMvWQ0GnH8+HGKrnFycqLPxIsXL+Dj46NgLJYW45KSkjB69GgmmZGPrQiCgEWLFlGSxqJFiyrWvuzsbKYLx5MTkXb2eXwOYWFhNGlt2bKlYm18//49HekoWrSoAi6fnJzMJI3ycYSEhAQGvSAfN3v58iUDXe3Xrx/jv3z5MlOYdnV1ZdbenTt3MudZPmMvLbiKL6kEz9ixYxV+KfGhqKxgb29PkUxSWTAxlipVqhR9dl1cXGis8eDBA7ouik0wGxsbCj8WBAG9e/dWHIO0MBAbG8vkKoR8OogjLfuckP6Tdv/+fdjb28PLy4uB4knt3LlzcHJyUgRiUtu5c6fqbI9offv2RZUqVVSToaCgIMXDKLWDBw+ibNmy8PHxUfiMRiOOHDmCxo0bw9XVFdOnT2f8mZmZCAsLw7fffgsnJyeUKlWKSXjS09Px9OlTSvzSunVrJtHIy8vD1atXsXXrVlhaWqJLly6KgOD06dM4efIkbG1t0alTJwXp0enTp3HhwgU4ODigdevWqF69OhNc3bp1C9u2bUPNmjVRu3ZtdO/enQlQk5KSMGLECHzzzTcUHiINnvV6PRo3boz27dvDzs4OR44cYTaijIwMFClSBO3atYOtrS3Onz+PO3fuMMFZ+fLl0aRJE1haWmLv3r3Iz89nrpevry+cnZ1BiFLgGTB1TwgxdZrkounidRKDCh7BjCAIFNolD+oAU+dY7Mh17dpV4QdMAcfy5cs1IdEGgwG7du0qsJOjVfzIzc0tEBEgnj+15NtoNCI5OZlLtS7a69evceDAAVWZm/DwcFy4cEEBlRXt3bt3uHbtmiopT2ZmJq5du4ZmzZpxCyAGgwEhISEYOHCgKjtuaGgo1q9fz9U4A0yb/tWrV7kJLWAK6p89e6ZKOqTT6RAVFaVKCW80GhEbG8to4UlNhDXqdDoF5FwQBHqd1FhGMzIyVK/h9evXkZKSogqDB0xSNgWRtT19+lQzUZw+fTpKly6t2kFcsmQJypcvz9X7A0yFhdKlS6NNmzYKaKter8e0adNQp04dNG/eHGPHjmX8RqMRs2bNQqdOneDq6gpPT0/FrPjcuXPh4+MDCwsLTJw4UREc/vrrrxg7diysra0xefJkRcK1YsUKjBw5EhYWFpgyZYoicNu7dy+6du0KCwsL/PDDD/D392cCs1evXqFUqVIoWbIkRowYgSdPniieX2dnZzg4OGDgwIGKZ18QBDRr1gyEEHz77beK8/f777/TwLBv37703x8/foyFCxeiRYsWNMDmvT8nJ4dCBL29vbnXet++fTAzM8P48eO5oxHBwcEgxASL42kmPnjwAObm5li4cCGXvCghIQGOjo6YPXs2d87XaDSiQYMG8Pb2xsqVK7nHOHPmTLi4uGD58uXcZ+LBgwewsbHBpEmTuIXL1NRU1KtXD61ateIifUQmb0tLS0VCbDAY4O/vT/cQDw8PCIJAZ4S9vLwY1IiTkxPT4d2xY4dCtkWeMF66dIlJIOQz74IgMGz6Tk5Oin3gxo0bTOdKjppIS0tjEnf57zQajejcuTP1y7VQgT/gpoSYCBjl12rWrFnUX7p0aeZa6fV6jBw5kvrt7OwYuOr169eZ5L9QoUIUHh4YGMgcu1iMlK477969w5IlS6iuMCFKiTjAtC+IEje8kRTAFBcWLlwYvr6+3PsxLS0NDRo0wIgRI7jFKpFMasiQIarEOEuXLkWfPn24RJCAqdPYunVrVbK348ePo3Llyti7dy/3GI8fPw4bGxusW7eOG1Ps37+fFkR567uY9A0bNowrXebr6wtCTNru8j1S1CElhKBTp04YNWoU49fr9bTTHBISgh49ejD3s16vR8eOHdGqVSu8efMG3bt3Z2JnQRAwfPhwdOjQAenp6Rg+fLiiGXPgwAGYm5sjOzsbixcvViAPMjMzUbt2bVSvXh2HDx/mjm3cunULNjY2qFGjBiOj9Cnb54T0X7BTp05xK0tSE1v0WvbvMuwFBwdrwlTfvn0LKysr1URj0aJFdPGbMWMG4xMEQQEXkj5URqORBiPiS04qJNf2kld/RYZJ8dWgQQPGf/PmTcZfoUIFxp+VlUXJKwgxDYfLgyYpdMHa2loBr5XDP6SVU0EQaLVR3ES8vb2Z94uVQEJM0I6mTZsySYpIjiNWC/v27ctcdykExNraGitXrmQ+/+TJk8wmKa8mrlq1CoQQlCxZEuPGjWM6tXq9HhcvXsTly5dx48aNAgfbPxU4hyAIBTLEiULiWpaamqogHJKawWBAfHy8atIoBrhPnjzhJuJiwiQmd3KTssXyOuh6vZ7CadVg3yI6Qi2RF++lguDYf/W1FQRB9Ts/lfssICAAlpaWqonvzJkzQYgJUsU7ZikJBY9QTTpLy+t0L168mPrNzMwU3bkDBw4wa5O8AHru3DnGLw/SL168yPjlMkjh4eGMv2/fvszvjI2NZfzjx49n/CdOnGDWPrG4IQgCZRcuVaoU3N3dMWzYMG7CmJycjD179mDr1q0Kn2hnzpxhoIdyW7NmjWbxYvbs2czzK7+Wfn5+jD83N5eBua9cuVLR5ZEmK5cvX9aEgebk5HB1wKW2YcMGTUbaxMREhca11IxGI/z8/FS74QaDAXv37uXK+xgMBty9exeLFi1C9+7d6W8/deoUJk2ahMGDB6Nr165o3rw5qlWrRu8zQRCwevVqphslJnvivSxPRgkxdbuPHTtGv//t27dMQmtpaYmpU6fSwq7RaGTk1QgxSaxJE0I5jLFx48ZMbCQyf4uvSpUqMcmSXAu1ePHiFA2UkZHBQF0JMXWs/P39kZ+fj3nz5qFEiRIoUqQIHB0d4eDgAEdHR6a4nZycjEuXLmH9+vUYM2YMvvrqK1U95rCwMEyaNElTm3r//v3cUQfRHj9+rAn1T0xM1Jxb1+l0mjqkWtra4jFqaUADBetRa93vgIlhXK1ALsLh1UamDAYDOnTooKqVqtPp4O7urooIS09PVyX5FP2LFi1CUlISd2/Py8uDv78/nj59ioCAAC6x5W+//YaMjAwsX76ckYoR7fXr1xgyZAhevXqlikrbs2cPhgwZonqcn5p9TkhVLC8vDydOnFBlQP0UgqqPgaeOGjVKdfYyPz8f9evXByH82b+3b98yzGLyJOHx48fMZrRs2TLGHxUVRaEHhBDFg6HT6Zh5OCmsQbSvv/6a+nkQaVHjiRDClfmQblQ8ZlYfHx/qb9iwoeK6SucF7e3tFYmHdN7C3t5eQTkunbeoU6eOIrCRbrQ8gheRLnzIkCEKaN2TJ08waNAgnDhx4m9BjgSYIENySJjcgoKCFMG13EaMGFGgcHarVq1Uu6DAH9IvWjNHAQEB6Natm6o/JSUFXbt2Vd2cBUHA8uXLFd0tqQUGBmLJkiWq/pMnT2q+X2RHVLPVq1errhV5eXlMcCg3XtdItISEBFXN2FevXqkiSBITE1W7kn+lxcbGokePHqp+Eb2ghkKRFszksGXA1PkS/UOHDlX4o6OjacGLJ3mVlpZG19eSJUsqCphpaWn0/ba2toq15eXLl0wALe8kSI+vXLlyiqLJ0aNHqX/ixInM2mg0GlGvXj1YWVnB19eXSaZTUlLw6NGjAjkJ/kyTHhtPpF5qz58/x/z582nyxvv73r17Y+fOnaqFlQULFmDjxo30msj/5tq1a0ww/CnEC3+2hYWFYfXq1di3bx/Onz+Px48fIyEhgTknkyZNgqWlJRo0aICRI0di69atePjwIS0BCAZAAAAgAElEQVSgSbk5ihQpAi8vL2zfvp1BT4is3YSYoI1Tp07FnTt36DkNDg6mz0GRIkUwePBgnD59mu6JV65cobDp0qVL4/vvv8exY8doUUGEXRcuXBienp6YP38+Ll26RNEhI0eOxLfffotp06Zh27ZtCA0NRVRU1P+0ZM/fwQp6prKzszX/JjU1VVPSMS4uDi9evEBiYiJ3bC49PR1GoxHLly/Hnj17FEUxcVyiVatW8PT0xKpVq7iSNN7e3lSNYd26dYrRK5FdWGQwvnTpEr33srKykJGRgbp166Jly5ZYvny5AgnCQ4Z8qvY5IdUwf39/WFtbo127dli9ejU3kP7Ume1iYmKwZ88eVf+DBw9gaWnJYOClJh3S5nWtfvnlF+rnEZDMmTOHCWrktnnzZurnzfSdPn2a+kePHq3w37t3j/p58w4PHz6kfh7hgthhJETJZgqAmc+Rz43o9XqmaionMjAajXQ2x9nZWVGt0+v1cHBwUJWFePDgAVxdXVWr75/afZeZmVlgkWTLli2qpEaAqZvg6uqqmaCJxANqXZX8/HxKrKCGVHj8+DHKlSuHL774gusXIZeE8KHWgOneq1SpkqpOZUpKCrp16wYLCwvujF1+fj7VseTJowiCgIULF8LMzIzLhiomu4UKFVKdM1+wYAGaNm3K9QmCgMGD/4+9946K6gq7hw9FEFAUERW7okassWOD2HuvKEbFEgRj7yXWIGpsWEhUNHZRY4td7LFXVBRRUUFURKXXmbn7+2O+c3Lv3HPu+P7eRE3ePGvdtVw+MMzcOfecp+xn74FCIpLk5GS4u7tzfYCxgyjqUm/ZsoWbhAFGeFqpUqWECUtiYuInC/ZE3XFqX3/9tbA4IkkSqlatCgsLC2F3q06dOiCE4JdffuH6acFNxJRLZ854cHwAcHd3ByF8zdfMzEzNvZdKWhFCuN0KKm00btw41V6ze/du9OrV64sMds6cOYOJEydqkj316NEDxYsXx8aNG7lr7ciRIyDEOCPH60TFx8fD1tYWtWvX5s4jvnnzBi4uLpgyZQpXmiQ2NhahoaFfFKnhX21v377F1atXhZ9Rp9NhwoQJmDJlCs6fP88tqh47dgxubm6YOHGiIgml9uLFC5QtWxb9+vXDgQMHVLDE58+fw9PTE5MmTVJoS1J7/fo1goODGXvxf/a/M3Nz8OZ4T8x9B1qcK0lJScJzUJIknDhxQrhPHzp0SKEtKjc6x92yZUv89NNPuH//vuJnXr58iRIlSsDCwgJ169bFjBkzcPHiRfZZ5DqmhBjJFMeMGYOTJ0+yMSYPDw9FLFmzZk3MnDkT169fh8FgUMTRtEDp6+vLCitPnz5VQO9r1KiBWbNm4fbt219cnKhl/yWkZozCtuhVtWpVTJkyBX/88Qf0ej1ev36Npk2bon///ggNDdXstnwuM9c9mz59ulB43WAwMMkb3mfLzMxkrKC8wC0jI4MldbwubG5uLpuv4DH4SZKEmjVrghCigrNSo7BbERFB2bJlQQjhzudQWJuzszN3s6PEGuXLl1cdrCkpKWxd9O3bV/Xgv3z5EoQQODo64u7du6rXvnTpEhwdHYXdrStXrpjVYfuS7OTJk5owWvpdjhs3TvgzP/74IwhRQ8ipPXr0iHXteXBcg8GAb7/9FoQYYZC8+3fp0iUGteYF8mlpaejevTv7bk0rlpIkYe3atWzmiTf7e+XKFZQpUwaEEC5x0cuXLxkDJy+hTU9PZyyhPLinXq9n5Ak8ZADwJ5utSEOXogdEHdLBgwerSJHk769QoULczw4A/v7+cHBw4CadMTExLNHhWVRUFAICAr6Ig3ThwoWa0LVly5YJCxLAnwU9EYs3hRKKiF6WLVsmXOsAMGjQIBBChNCzQoUKwd7enjuve/78ec1kuGXLlpgwYQL3e3j16hX3dz6FRUREaM6QA0ZGb2tra/Tv359blIqMjGTzqzVq1FAl5JIkMfSQpaUlRo0apUos/f39FegfU9gcjR0KFSqEJUuWqM4PX19fFClSBLNmzVL9rl6vx65duzST6n+6fczz/eTJE82fi46O1kxS/knn599tz58/NxsLbtmyRVMZICYmBgsWLNAsMowdO1ZYqNLr9fD391dJkVFLSEiAj4+PsJAcFhaGb7/9luvPzc1Fq1at4Ovri/Pnz6vWzYkTJ2Bvb4/OnTtj06ZNKtIpyg5fqlQp+Pn54dChQ2z9vHr1SpFUlixZEkOHDsWePXuQlJSEiIgIlUZowYIF0atXL4SGhuLkyZNcDdF8+fKha9euWLx4MeMaMb1cXV0xa9YsxhViejk4OGDAgAE4ePAgV3ZG3ln9Es5ULfsvITVj8oVqehUuXBgBAQG4f/++YgaibNmy8PX1VTzcJ0+exOrVq3Hu3DmzMgGf2rKzs4UBEWDchBwcHIRQS0ocwRvCB/6chRJBLHfs2CFMaIE/WUkPHz7M9YeEhIAQItxIR40apSJMovbhwwdhdxUAYziUM5hRe/36NQgxChPzquBnz55Fnjx5uHA+wDgjoaVP+CVZbGys2fc6d+5cLuya2oULF0AIH3oNGLv5lJWOl0RlZWWx4gQhRNU5Np1XKleunOo1jh07ptDwNJ1TefbsGWrUqMH8tWrVUvgzMjJYwksv+eFLWWrlzJqmsOGTJ0/CxcWF+U2TupiYGMV7MC3UZGZmMgkdQtTkFpIkKZgCebBl+kyJurO///47C6Z5RmefRZ07Gszz5oAePnzIAn1eYJGdnQ0LCwvVCMDnsLdv32oe4omJifD39xf6k5KS4OLiIuz4JiUlwdbWVshS++TJE+TJk0c4OhISEoJKlSoJ32P16tUxefJkri88PByVK1fmBu0GgwELFiz4IgOY9PR01K1bF8WLF8egQYOwfft2FZvoy5cvFfwCzZs3x+HDhxUdnIEDByqe47Zt2yoKh3KZKUKMcE8K4wWMAb58ZMXR0RHLly9nnZGUlBSFHnDp0qWxadMmthY+fPjA2EZtbGzg6+ureBbPnDmDPHnyoHbt2pg9e7aKA+DRo0eaDMj/2f8do53es2fPqqD71J48eYKKFSsiICAAFy9e5D7blFzqu+++EzZXevbsibJly2L37t3c16DF2h9++IFbLKBEZEOGDOEWyiiTcffu3VWFfEmS2Dyvl5cX9u3bp1j/MTEx7Ll3c3PDvHnzFAVlubSctbU12rZti3Xr1iExMREZGRkquZS8efOiffv2WLNmDc6dO6fYU+hlZWWFxo0bY/bs2dyEkOYEq1at4uqYVqlShekJy2MTeo0dOxZpaWmMyMjU3759exb7yhF/8qtevXrCouWXZP8lpB9hGRkZDHolvzp16sQeqJs3byrmLQkx0siHhoYyyn/5vGKxYsXQsmVLxWA9/bmsrCykp6cjJSXlk0F6zAUeK1eu1Jz969+/v5CuXZIkNG3aVAixpPNIvKQPMFbdypYtK5xXS05OVmlKyi08PFzIRgoA5cuXF5LotGvXjjETmtqTJ09gaWkpnJULDQ3VhEt/KYGETqcz+/0nJyejbNmyQgkNAGjbti0sLS2F3RNKcuXs7Mz9e97e3uz54DFDy+eFCSEqhr/AwECF3zQ5DgsLU+n2ydf0w4cPVRqf8vnr1NRUFdFX/fr1md9gMDAIrrx6KYcRbd68WXVoyRPaq1evwtnZWeGXJ21v375VwXvk1WY5oQy9TJ+bCxcuKGafTbuYclp+FxcX1fdAn0fTz08tPT2dfUZTmQpACaOvW7cu9zmg1WgRqURYWNgX0z0ypzUsKtRRE6EBqPHgttRu3bqlCW/v06ePsAB68uRJIfGIFinV/9TMwfgkSVJ0COPi4hAUFIQFCxYgKCgIQUFBqk71mzdvFDIZFhYW6NixoyJxN9UEtLOzw9KlS9nniomJUewHefLkQYcOHRhZjpzhXB7Yyc9sKuFGr3Llying2aYBopOTE5YvX87ew549exR+GxsbxeiIXIKDEGNnhjJyPn/+HFWrVkWePHng5uaGFi1awNfXV0Fmk5OTg7i4OFy/fh2HDh1CaGiokADKYDDg4sWLmmycojOYmpY+JwCzzNla58vH+OlMncgkSVKQIfFMS0oKMI57iJI+wFhkEknYAUYETkhICLcQlJ2djevXryMkJIQhvvR6PSND8vf3R0BAAEaOHIlx48YpCuHbtm1j+265cuXQrVs31aw+nUekSdKMGTNUSSNFXVhZWWHQoEGqbue9e/fYzK6np6dq7CE7O5t1+8qWLYt9+/ap5s8pt0a+fPkQGBioiHOzsrIUz3bv3r0Ve/3z588VGsRubm64fPky81MGXnniSWNPSZLQu3dv1TM3ceJE5Obm4tWrV6pOpZ2dHXuP4eHhKhIvS0tLBAcHQ6/Xq55XQowdTvpcrFy5UuX38vJiz9Vvv/2m8pcrV46RusXExCiguYQYyTzXrVvH9mz6/cmvSZMm/cey+7+9vpSEFDAGHab05+XKlVNg3sPDwxWBXvny5RUPu8FgUHRwChcurNhQ9Ho9VqxYwR42a2trzc0xPDxcE67yVxLdGAwGzeQ4ISFBU+bm1q1bmoynhw8fxtWrV4VB0C+//KI5X6BFzJKbm8udFaMHgkis+8mTJ+jXr5+QsObOnTsYNGiQcC7i9evXOH78OLKysoTfhSRJ2L59u+bsZXh4OJ4/f64ZIO7du1fz+3769Kli05ZbTk4OBg0ahMGDBwshTpIkwd7eHr6+vtz3YTAYULx4ceTPn587k/jmzRsG/XZ2dlYlE/Hx8ZgyZQpjKOzRo4fCn5qaip07d6JevXoMKiufqzQYDHjw4AFLCC0tLTFhwgTFa+j1ehw/fpw9f6VKlVJ9lpSUFEUVlDc/Jhe758HI5c+4j4+Pyr9582bmb9Cggcp//fp1RdAgf4+5ubmIjo5mxa8iRYooAv6cnBxcvnwZlSpVYgGw6Wc8cOAAvLy8YGFhgcKFC6v+/sGDB5mMRLFixVT+48ePM53RkiVLql7/7Nmz7FBv2rSpKoi9fv06m6329fXlSgfQtTJw4EDuXNCtW7eQL18+TdKlsLAw9OzZU5O44lOYuYTMHKxQK/jV6XTC7qper9dMIOQs0CK7efOm5vv/448/EBMTI/yZ3NxcjB49mtvhzcnJwebNm1G7dm0VCuDs2bMoX748ew5cXFxU32NUVJQiODMt/pnqjPJkr+SagjwdUlPNQtMuQ3R0tKLrsWrVKoU/OzubFW8IUeuQymW7CDHKUJgaheYTotZ9TE5ORps2bZjf3d2dfRdxcXGq4LtcuXKqmOTixYtMI7Rs2bJcRvCUlBSMGzcOlStXFhYcw8PDUadOHWHCFxsbiwYNGgj1sjMyMlC3bl2h32AwoFWrVrh27Zpw3fr7+2Pr1q3CuGjlypWYPHmy8DMcOXIEjRs35s7sA0ayKicnJ678DmCMY4oXL47Bgwer4qXHjx9j9OjRcHR0ROnSpRnLbXR0NPz8/FC7dm1FgUReyMrOzmYap9TPQxpR5nBCjNI0vKKd/HziyY69efOGnYFdunThJjK0uFyqVCluo4IiaKytrXH69GnV9yUvxGzcuFG1f8j9c+bMUf2+XJ2AV7yWF4oaNmyo+P309HRFp7FIkSKKNX/79m1FwmtpaamQR9u4caMq4ZNzsEyePFnllxNqfv/994pkmRBjg4reZ0ri5eTkxBAWFhYWbL2cOnWKrQNKCEYIQVhYGABjQt+gQQP23qlfJCH3Jdl/Cen/wK5fv85YY2vUqMGFwu3atQsWFhZwd3fnwkAlScLcuXNBCMGwYcO4G+vz58/Rrl07VKpUiRtMvX37lnWTRF1FwEhl3rNnT2FVMiQkBJ06dcIPP/ygqqLn5ORgz549CAgIgK+vr6pK/+7dO9y8eRNBQUGoXbs2QkJCFIldSkoKrl27hm3btqF27dpYu3atgrTIYDDg6NGjOHfuHDw8PLB48WL069dPkZgdOHAAkZGRaNy4MaZMmYK5c+cqqMp///133Lx5E61atcKwYcOwf/9+BVX6iRMnsHHjRgwYMABt27ZFTEyMAj67YcMGTJo0Cd7e3vDy8sLz58/x7Nkztjlu374d9erVg4+PDxo0aIBz584B+LObTCGmQ4YMQaVKlbjfxfDhw9GqVSu4uLhwO8iPHz+GnZ0dypUrh9WrV3O/p65du6JAgQKYN28e13/s2DFYW1tzZ8FycnIwd+5c2NraqpI8uaWmpiIwMFAzQD1+/Dg3WKF/Jz4+HpGRkdzCgSQZtSsvXbqEd+/eCSvdERERiIqKwuHDh7lBxatXr3D8+HEsW7YMb968UVHXZ2ZmYsOGDdi2bRs2bNgASZIU61+SJGzbtg1bt25lcFPTbtDZs2exfv16VK5cmXs/oqOjsWrVKpQsWZLbEXj//j0WLlwIT09PbuCSm5uLxYsXY/jw4SrtSPp+Nm7ciMDAQOGc5dmzZ7FhwwYhZDYqKgr79+8XEgu9efMG4eHh3LltwAgnvHDhgibt/cWLFxETE6Mqprx58wbJycm4fPkycnNzVcFGdHQ07t27hxMnTgirtjt27MC5c+c0i2AbNmwQklgAYBqfouBy69at6NGjhxAdERwcjLZt22L27NmqpFGSJKxevRo+Pj6YMGGCKrDT6/UIDQ3F5MmT0adPH8yZM0dRfJQkCevXr8fy5ctRr1497NmzR7VWQkJCsHnzZnh4eGD37t0q+HNQUBAr0mzevJnpIFObMWMGNm3ahGrVqmHRokWIiYlRBOI7d+7EoEGDULduXUyYMAE6nU7RXZIkCUWKFEHDhg1VkjHU/Pz84OLiImQipgmffI46JycHixcvVgi3N2nSRPW76enpGD16NCwsLFCvXj1uwe3ChQuwtbVFq1atuIlQZGQk8uTJg759+3JlNF69egU7OzsMGzaMuz/n5uaibNmyGDp0KDcwBoB+/fqhTZs2GD16NHfP2rJlC5ycnDB27FjufhEfHw9HR0f06tWLS5Ck0+nQpk0bVK9enYsy0ul0GDFiBAgx6jKa2rVr11iBp3r16gyRkJGRgZkzZypQIfnz51fAJCVJwtatWxXfFY+gS645y0uq379/z4JnV1dXbgGWdnasra25YwQ0CbGwsOAWkY8dO8b8PBj9zZs3WcOgUaNGqu/y9u3brNBXtGhR1TN/5MgRFv9ZWloq9o2kpCQFAo4QwhKx48ePo3379goJOQsLC0XC+fTpU0yZMoWNfllYWGD+/Pmqz3D9+nXGayHiBjh48CBsbGzg7e3NRZ/k5OTAw8MDPXr0EMqFLF++HN26dRPOckZGRqJt27b4/fffuf7MzEx4eXlhy5YtwgK2h4cHVq5cyV0LkiTB09MTY8eO5caver0ejRo1Qvfu3bnNhvT0dHz11Vfw8vLiotSePHmCggULombNmtyRhoMHD8LCwgLly5dH27ZtVfeRzoe7urqiYsWKivdoMBhYIahPnz4oU6aMQoKI6pQWLFgQERERqFOnjkKOSZIkeHt7o1WrVkhISEDPnj1VhJ4rV66Es7MzK1R4enoq3mN8fDxcXV3Rs2dPhIaGomLFimbRBV+C/ZeQciw9PV34oO7atQv29vaaMMfVq1cLkwdqK1as4M4dUpMkSVNnCjBuLFoB27fffouhQ4cK3yfVwRORcrRv355toKbSFwaDARUrVlTAF+TJHiWwkWPiTYMab29v1ikhxCi7IreffvpJNaMjf+hOnz6tqkTJZxIoeQrd4C0sLBTkFadOnVL8boUKFRRV9H379in8Xl5eqFu3Lqs6JiYmKvyNGzdW4PkBKKrXNWvWxMCBAxVBi7zaVr58ecyfP1/xfcXHx7NqWNGiRVUV+nfv3sHV1RX29vYYPny4EK6UnZ39Rc0um3svKSkp3OBKbjt27BCyQwPG55gyOPIsPj4eOp0OP/74I/cZoeiElJQULlLhxo0b7N+8Z/nWrVssOed1kBISErgzNNQMBoNZiRxzEDhzkP8vcUbwr7Lc3FzN+7d+/XrUrl1b2N2bPn26MFkClBBz3vx7jx49mJ83UjBkyBDF/hEZGanwyxnMCVGzPVPSKrq/tW/fXuGX6zw7ODjA2dlZkcDLNY4dHR1RpEgRRVKXnJysSFSaNm2qKJDqdDo2C02hd/L1tG7dOvb7VatWVUD/dDodHj58iD179mD27NmYPXu2cC1euHCBS1hHLSwsTBNJtGDBAk242sKFC7lBMb1XoaGh3GCOnkX379/XRAcZDAYuA73cQkNDhXPCgHF/ESF5gD9n17VYRo8dO8ad6ZYkCQ8fPsTKlSvh7e3NOvIGgwG//PILunTpgpYtW8LDwwPVqlVTJMWSJLHnhF6NGjVSdPUzMzMVqBJnZ2eVjjuVXqHJ3g8//KAoQDx48EARK/Tp00fR/Xv//r0CwdakSRNFopKSkoIKFSowf+XKlRVdr7i4OMXvu7q6KsgGt23bpohFChQowArUR48eVY162NnZsQJIamoqLl68iJCQEIwYMQKNGjVCwYIFuciQnJwc7Nq1Cy1atBDGf9nZ2ZgxY4aw0AYYk3MtLe/Y2FhhJxowPp/moM3mzh5zZ7w5YrSHDx9qojMePHig+Rlu376tgNeb2tGjRzXHHZYsWYKRI0dy9yVJkuDj44M+ffpwk/6srCw0atQI+/fv5xbSUlJS0L9/f/azpn8jMzMTa9euRW5uLg4cOKBqBEiShF9++YUVjHga81euXGHx0T+FQfq/hJRjkiRh8ODBaNq0KZYtW6Za9Dt27IBOp8ODBw+Eh6gIRvUpLSgoSHNO8dq1ayCEcCtxgLFDSTfYuXPnqvymMzqmwfWvv/6qGVBRlkd6mcq+vH79WgE5aNOmjcKv0+kUkC1TAhpJkhSHTPHixRX34+nTp6qEVj5TRSuu8isoKIj5X7x4ofKbdrzkM0i2trYq2Kw8KG3RooVqno8yoVaoUEH1u5IkMT08rWDmU5u5zS85OVnYcQGMn6tbt24YPny48GdOnToFGxsb4Ywu1cCzsrISQiJTU1PRrl07rtwQtcjISFSuXFk4GyVJElatWiWUTgGM60yrQJWVlaU5ZyhJkiJ44pk5dm8tWOhfOS/4T7K9e/ey2RyenTlzBoTw5awAZcGKx+Atn9caNmyYyn/y5EnmL1q0qOo7uHz5smJvMU2uTQtyO3bsUPgPHTqk8JuynJvuv6bnQFRUFPPZ2Nio9h95QW/GjBmKvfXixYv4+uuvMW3aNK5cx19tWq/P82VkZDCpLdHvjh8/XhMeunv3btbV5v1MQkKCZtH532BHjx7F7NmzsWnTJpw/fx5xcXGKJEKn06FLly6wt7dHmzZtsGjRIhUMPCIigiWbderUwZIlSxRF3dzcXMbhYW1tjV69eiE8PFzxGvLiUK1atfDLL7+w4qwkSejbty/zU8QA/RtUx5EQI4lNu3btEBwczNA3wcHBcHBwQK1atdCvXz/Mnz8fv/32Gx49egSdToc7d+4gIiIC9+7dQ2RkJB48eICoqCjN2XKDwWD2zDZ3jv5f3LP/p2buHpk7F7UY1rOzs7Fv3z6hPzExEc+ePcPbt2+5cjK0CLZ69Wr06dMH27dv5+4XO3bsgK2tLTp06IANGzaoEv0HDx4gX758qFixIqZOnYobN26wv/VPk5X6LyEVWGZmpoLIqG7duggMDFQs0CVLlqBMmTLw9/cXQgw/p5mbXdLpdChQoIBwzkin07FZMB7DbUZGBksIebNq2dnZKFq0KLuHpvImkiQx+AkhBGvWrFH9jXbt2jE/L6iXMyVOnz5d5ZfP0Jhi6HNychQJr2mH4dy5c4qAzd3dXVFJlwdshBhZGuX3QJIkBvEhhHC1RmnC2rlzZ9XmodfrUaZMGXz33Xdc+YwvMZEwGAyaVUfA2Lnv0qWL0E/JiURw0tu3bzMKdV6VWZIkjBw5EoQQ1K5dm/sacXFxLAgRSdWEhYXBwcGBS8wDGGGt3bp1g4WFBTf4kCQJmzdvRv78+YUs1vfu3UP16tW50F3AWGXu3LmzUPIoOzsbfn5+qmSEml6vx/jx4xVEJ3IzGAxYvHgx1wf8OZMqMq0q/IcPH4R74rNnzzRnIz/FutYiPwGM99bBwUFYyc/KykK+fPlUc77y3y9YsCAI4TMd63Q6BtHz9vZW+Q0GA/NXqVJF5c/IyGAzZ/nz51fd68ePH7O9J2/evKqOxu3bt5mfJ2tFJbEI4TOo+/n5wdHRUUWcApjvjvzd9vr1a01iGcA4CtG/f39hYrB7927Y2Nhg7dq13O/37du3yJMnD+bNm8c9a3NyclC3bl0uVBgwPpsi37/FHj58iHPnzgk5ElJSUtChQwfMmjVLGPzPnDkT5cuXR1BQEBe5tnPnTtjZ2bF5dNPvat26dShWrBjGjRun0mWkMiVjxozB8ePHVc8QRVmYi6X+LabX681yj2RnZ39xccenMK3mTkREBH7++Wdux5YSDfHkZKifFlSsra3RokULBAcHK15r0qRJbC+2srJC8+bNsWrVKlYoNyVDKlu2LCZMmIDLly//o9bufwmphsXGxirkGehVpUoVzJw5E7du3cKwYcMUMI0OHTpgzZo1bDFFRkZixIgR2LhxI6Kjo7+4B9kctJjCwkQQZgrXady4MddP52UJIdyu8erVq5n/ypUrKr+cMY2n1ynvUvDYbuWsZry5FKqRSghRBd60g0wv027KrVu3mM/FxUV1j96+fcv8vA4z9Xt7e3MPgVu3buHQoUOq//+cJtIXo7Z582ahrAvwJ1lB7969uf7jx4+zWRvTjjpgTGQoAywhRJXUGAwGfPfdd8zPmyW6ffs265xbWVmpXkOn0ynYcnnv4+LFi4wJtlWrVip/UlISq8q7uLioAjJJkrBy5UrY2trCxsaGG8CfP38eJUuWhJWVFffZefHiBerXrw87OztuwSItLQ2dO3dG+fLlufuOTqfDoEGD0K9fP5UPMN7Lfv36CZPpjIwMdOzYkesDjOREhScAACAASURBVAU7EYvr/v37ERgYKPxdESP3pzat9wgY5we1OuxDhw4FIWJJKjpjySMXAf5EUIgIKSjjMm9WWKfTsZk5Pz8/lf/JkydsjfOSSirHFRAQwH3t5s2bq2a4P5V9zDnarFkzzRnhgwcPghAj0Q+v6JKRkcHITXx9fbnFFcq63alTJ253Y/To0bCyssLcuXO5Ae2IESPg7e0tLHpERET8owLK/6nx4Ipyy8zMxJkzZ4T3QKfTCTtLgDGJOHfunLDb+KXFY3+3bd26VZPkTZIkDBs2TLPQmJaWBn9/f80OrjnIcHp6uibkmMqciEyrmKjX6zU7n1qd6ytXrig6jHK7evUqOnTogBUrVqgQMZIksTnuqlWrYuLEiTh9+jQ793NycuDp6akoEMpzhczMTNStW1eVa3z99deYNWsWrl+/jtatW6v8hBhJmxYvXowxY8Zw/SVLlsTo0aPNMmR/CfZfQmrGzp07p6J5JsRIET927Fi8e/dOJQUhh4ZMnjwZa9asYUF24cKF0blzZwQFBeHChQvIzMxktPefQwbEXEv/5cuXKFu2rND/+vVr2NjYcCFpgDHpsrW15cpHAMYKqYODA6ysrLgHflZWFgoUKAArKyvufExGRgbs7Ozg5OTE3SBpF8AUzkutadOmIETJgkbt3r177LvksaX+8ccfzM/rIFO2VB8fH+4Gt3//fgwbNuyLkX8xZykpKdxODrW0tDS4urqiXr16XP+rV6+YpAnvfppSmlPWOGqJiYmMPZYQI8xRbnq9XkUssWnTJsXPHD58WCHPZNr9fPPmDby8vJjfwsJCESwaDAYEBgYq2A5NYcMXLlxAmTJlmN+UmCghIUExn92rVy/V55g3bx7r3vOSvpMnTzIGPh6JSFxcHL7++msQQoRkV1RfmYdMAIAJEyaAEKLSgqM2atQouLu7c30GgwHly5cXJlo//fQTXFxchIFDy5YtNSWTPpWZo8rfv38/F/lA7cyZM3BzcxP6qTavqNCzf/9+EELYvJqpTZw4kVsso1alShVYWFhwg5GEhAQQokZ2UFu2bBk8PT2FM1BahFJ/t7179w6DBg3C1q1bhe+DQprt7Owwd+5c1Vmn0+kYgsfKygrz589X7cVyqGetWrVUsOm1a9cyv5ubm0qr+c6dO8zv6empmsuLiYmBlZUVHB0dERwcrDrDjhw5gkqVKgllQswxNP9n/3fs4MGDmDhxoiZE/tChQ3BycsKSJUuEe1tQUBAKFiyoCUdt1KgRunbtKowfr169Cjc3N2HyJ0kSateuLZzx1+v1jNSHZxcvXsTIkSOFCJzhw4cLlRmOHDmC+vXrY+PGjarfT0tLQ9WqVVG+fHlMmTJFNZspH0Nzd3fHxIkTWcFDp9MxjVR65c+fH926dcO6detw9+5duLm5cXOF6tWr4/vvv1cgCuVXhQoVcPToUQXzOL2KFy+ODRs2ICcnR8FZQi9XV1eEhob+I+LM/xLSjzB5F49eXbt2ZRWcpKQklV4ZIQRlypTB3r17IUkSNmzYwF1oQ4YMYYPsjo6OKFGiBOrVq4cuXbpgxIgRmlIpwKfRsvz11181/YMGDRJCCgFjlf+bb74R+v38/FC1alWhf/jw4cIkBwC6dOkiZHnU6/VwdHQUvr8BAwaAEMKFTtEOQoECBbjkM3QGjBfwA8ZuYOPGjYUbf1RU1BdVoeXBX+UWEhICV1dXoX/atGkghE/gIkmSAn5t2tHJyMhgCRS95EF2eno6ozLnJZM6nQ79+/dXPV/yKuyaNWtUwtTyDtjNmzdV0k6enp7Mn5ycrKpS5suXjwXEkiRh9uzZqr8hJ6s5duwYg2HSS86u+urVKzRv3lzhlzPdGgwG/Pjjj4q/YcqEe+PGDcXnMCUQyczMVHwXpkE0YExGqJ936IeHh4MQI9s4zyhhzsiRI7l+2sXmdZ8BI9Te3t5eKLm0Y8cOs4RPn8KysrI04akGg0GTeMtgMKikPOSWnp6O4sWLC7sRBw4cQOnSpYUdpO7duwvZtTMzM5EnTx4hVHLVqlVfBBeCyE6dOgULCwvky5cPgwcPVnXSJElSkOmUK1dO1QmmCT29vLy8FGQ58jlgQoyjKXKilHfv3imKU3Z2diq2Xvm+5uTkpBoRkO9btWrVUiGFKJyvUKFCmD59uqJAFh0djfr166Nfv35YvXo1IiIi/hGB5+c0c2euudnN7Oxss11rrXEEwBgzahUT3r9/rzi7EhISMGzYMPj5+WHevHnYuHEjTpw4odh75NBPmlDdunVLNUbUpEkTEGKEdW7dulX1WeLi4lgDZeTIkdykkyLjvLy8uJ81IyMDlpaWqFy5snAPadWqFcqVKyckT+rWrRvc3Ny4xTRJkuDu7g53d3cuEzDVSq1UqRL27Nmj+s4pstHJyQnjxo1TID2io6MV0m9ubm6YM2cOWxc8WRd3d3c8e/YMKSkpCkkZelWuXBknTpzAw4cPUaBAAZXfw8MDN2/exJUrV5isHb0KFy7MCpZ3795VSNIQQlCxYkWG8Hj//r0qaS1QoAB3ZORLtP8S0o8wSZJUAth0EdKW/JMnT1SC9oULF1ZUiFatWqXwFytWTEFGcvv2bQYDJMTY1pcHs8+ePcPSpUvx3XffwcvLC66urlyYK7Vz585pVvg/tsJtbgO/e/euJsvgvXv3hIEpYIQlDRgwQOinOmki27hxo2bS3LFjRy7kODs7GzNnzhRCTGmH1FRbjtquXbvg7u4urBLu379fCFmUmzlCmvT0dLOVcHOdHL1ej/nz5wtp3AEjqzKPnAUwrgEaWPGqnlSknRB15xIwVkzl3UtTCOH169exZs0axUEgX/txcXE4deoU6tWrpyjmyD9/dHS0SlfQVH8sLCxM8QzK74ckSXj06BGbT+V99ykpKYrZclMNtIyMDAVRlYeHh8KfmZmJJUuWMH+pUqUUAWRqaip+++03lnAWLFhQsb7S09Px+++/w8nJCYQYteZM51H27NnDJBbs7e1V6/PEiRMsUC9QoIAqgH3y5AlDDpQuXRqmlpGRgRYtWoAQNTM2tc6dO6uKBnKjv+/u7s7twFH4U5s2bbhr++bNmyhQoIAq2ZbblStXEBQU9NmLPuaeXXNs6lrBxLt377iz89SmTp0qPCMkScK0adOEv/sxs2IfQ9pjDub//PlzVUEwJycHs2bNQoUKFeDm5oYaNWpwYa0zZsxgz9KoUaNUa11OTPf111+rihgPHjxQnLcXL15UJCSZmZkKRMXPP/+sggvKuxL+/v4q7ccVK1Ywf9u2bVWFyLt37zJ/zZo1VQWihIQEhhwpU6aMCrFw9+5dth8ULlxYMS+ekpICf39/VKlSBW5ubqhevTo3QaB745AhQ4Rdp+zsbBULvKlRqS2RhYWFafr37Nmjmezt379fE6555swZYRELMK7FzZs3C/9GamoqxowZI0zqdTodevToIWRH1+l0mD59OmbOnMn9nA8fPoS/vz/KlCnDEjlJkvDbb79h4MCBaNiwIYsjTYnyYmNjUatWLUX8afpdpaenM14OS0tLLjs1RWUQYhwX4sVGFPX31VdfcUelaEHSzs5OSOhHmzQBAQHc+02LQZ06deLu8bQR1KhRI+4+Q8/RypUrc2c3qYxQiRIlVHFYamoq0wd2dHRUjXtRZAohxrlOuWyLwWBQaAcTQhSNoxcvXijGigghCtnEkydPKopYhBiL+HTv2rJliyrXcHR0ZEmzXKNVLkNEZQcjIiKYugXdFwghmD17tvpL+sLsv4T0I42Kzdra2iIsLAzOzs748ccfFT9z4cIFNrNDW/Wmm9KiRYtAiJGGv2LFiqoH8e3btwxrXrBgQcXhJkkSTp8+zbobNjY2XKgoYJzBypMnjyZhyZAhQzB8+HBhRXDGjBmYOnUqzp49q6qCpaSkYPv27QgJCcH8+fPx6tUrBRPphw8fcPbsWezduxcBAQE4ffq0AnaWm5uL48eP4+rVqwgICMDatWtx+vRpxf04cOAAnj17Bj8/PyxYsABPnz5VJG+7d+/Gu3fvMGDAAMyZMwcZGRmKwzg4OBiPHj1Cnz59MGnSJOh0OsX8xJAhQzBlyhR069YNEyZMUCWG48ePR4kSJTBr1iz4+/urkrkNGzagYsWKWLt2Lfr164cLFy4o/HSuYO7cuWjdujU3ac/JyYGbmxv69+8vJNc5cOAAGjVqpJl0jx49Wpg4A8aknpdAyW337t1cIW3A+H1du3YNe/fu5f6MJElITExEcHCwcP4vPT0dwcHB2LVrF2Mrlj8fer0e27dvx8qVK9GqVSskJiYiOjpasa7Onz+PESNGYMKECVi0aBEMBoOiIxETEwMfHx/MnDmTaR+mp6ezAystLQ1jxozBmDFjULRoUXZQ0vdhMBiwfPlyDB06FNbW1tzA49ChQ+jfvz/y58/PhUrevXsX3bp1Q8WKFbmQ1YSEBPTq1QtNmjThEjdlZWUhICAAnTp14rIRGwwGLF26FN7e3kJkwP79+xEQEKCSa6J2/fp1zJw5U/j7z58/x+LFi4Vad0lJSVi1ahV3zVHt11WrVgkld44ePYq1a9ciMTGRG4xs3boVq1evFlbXKYuyVgevV69eIITfAQaM+3VQUJAwAD98+DCmT5+O48ePc4PLkydPYunSpQgLC+M++5cvX8aWLVuwaNEi7Nu3T1EAlCQJ165dw9GjR/Hdd98hKipKca8kScIff/yB69evw9/fHzdv3lQFlwcPHkRUVBR8fX1x8OBB3L17VxFcrl+/HmfPnsXQoUMREhKC7OxsRXIYGhqKCxcuICAgAAsWLAAABcFPcnIyvL29MW/ePGGAvWjRIgwZMgQTJkzg+jMzM1GpUiWu5jZFDuXPnx8NGzZU/S5g3PtcXV1RokQJ7kyZTqdDkyZNUK1aNW7xT5Ik1K1bF998840Kvk/Nw8MD3bt3x9SpU7mJSP/+/dGzZ098++233Pm70NBQeHh4wNvbm1vQS0xMRP78+TF48GDVOqHWsWNHNG/enKuFCgCbNm1CmTJlMGPGDK7/6tWryJcvH/r06aO6zwaDASEhIShQoABKlCihWO8GgwHr1q1jSZC1tTW3aHnt2jVUqVIFlpaWCs1EuQUHB8PS0lLIoB4REQFbW1t4eXlxSY7ev38PZ2dnVK9endsVy83NZQUKnv6lJElo0KABSpcurYrNqHXu3BnFihVDz549uet18ODBsLe3R506dbjaw7QxUbhwYRXzelxcHOs+EvInp4XBYMChQ4dU6Br5qITBYMDevXtRv3595ucV4dPT09m+1rVrV+5nfPToERwdHdGsWTNhwahjx45o1aqVsEC9efNmdOzYUTU2Qy0zMxNdu3bFwoULhQWGmTNn4qeffhIWEPbs2YN58+YJO6RRUVH49ttvFfJqcnv79i2aN28ulISKjY1FlSpVhCSLp0+fhqOjo3Bsatq0abCwsICXl5eK+Cw9PZ0VB8qUKaMiDbx+/TpLFp2cnFQ8DCEhIYoOpqnEHSUxGjFiBKpUqaIaq6BotOjoaLRr1w7lypVT3Gc6/3/v3j2MGjUK9vb2mozBX4r9l5ByTKfTqdjYAOM8Je2mvXnzhpvI0erG1atXhVCuWbNmoX379sLKeU5ODvz8/HDw4EHhe6RdR9PuAmU5rVevHrp16yacDzMYDChUqBAsLCy4QtcA2Obo4ODAPShLliwJS0tL2NraIn/+/AqtNiq5Qjtezs7Oqkp+vXr1GGlUkSJFVPA/Hx8fNidXpEgR5M2bV6HHNHfuXMZi6eTkBGdnZ4XO6Ny5c5E3b15YWlrC0tISbdq0USRkgwYNgpWVFZsRDggIQIcOHVhi+sMPP7BDmhCjdMPYsWOZeLlc55QQgu7du2PChAkKTTw5y6+XlxfGjRunSO4jIyOZv1q1aiotP+DPblHx4sW5QdejR49QokQJrFixQhOupZVwfmozGAy4evWqMGFJTU3FgwcP4Obmxu2g6XQ6REVFYeDAgRg7dqzKL0kSzp8/j5cvX6Ju3bpcHUFaAIiMjOTq88kLADydw3Xr1ikSWtN7HxYWpkntf+XKFU3YaUJCgvAwBoz3gCcKLjdzsFZzHa5/Mvzv2bNnmvqVGzZsQL9+/YQBVVBQEAgh6Nu3L9dP4f6E8Fl027dvz1hweXOk7du3Z914a2trVSeiR48erDNmb2+vCvS7d++u2B+dnJwUgb6vry+DhxUtWhQuLi6Kv7Fu3TpYWVnBwsICBQoUQK1atRRal3q9nn0+e3t7NGnSRDXLShEJ9vb26Nevn6pDSQMvR0dHVfHmt99+w9ChQ+Hn54cZM2YImViTkpI0O+GxsbGayI8TJ05oPocHDx4Uolz0ej3OnDmj0gGU27t379iZIDItBBFgTPjM6ZLLzzaenT17VvNzvn79mkteBRiLYOHh4ZgxY4bqNU6cOIFWrVqhZcuWaN26NXdmWj5L26JFC1USkpmZyVAbDg4O3O9Tjm4ZN26cat//+eefmb99+/aqvU1OcFi7dm1V1+vo0aMKZMrJkycV/l27dik6UqdOnWJ7Ay2AUb+tra1iPR86dEiBkLOysmLPSkZGBs6cOYMVK1Zg6NChaNCgAfLnzy8soJw5cwZt27YVkv5IkoQ5c+YIiSYBY0FSC5kRGRmpqQqRlpZmVpbGHP+IOVizOfSFJElmX8Mcyk+LWAmAZoyt1+u5ZHDU4uLi4O7uLmzo7N27F3Z2dkL49pgxY2BjY4M3b95wFRY6dOiAEydOICsrSxW/6PV6hhBLTk7m8jxMnTqVvTdzmq9fiv2XkAps4cKFqFixooqOnB5Mx48fR0BAAM6cOaMK2mbMmGH2cBGRVMhNi2Xsf2s3b97UrHYCYMQrIvF4ebLVvXt3ld8U5mwaXMuF3QlRy7Zs27ZN4W/ZsqXCbyrLUqxYMcV3IT+geO9hypQpKr98tlEuLE8vDw8Pdi9ME1J6H+Qbrek8oGlHSQ6/KFWqlKpaKEkSypUrh3z58gmDshs3bvyta+X/xR4/fqw5kxoREQEnJydhghwVFQVXV1dh5yQrKwtdunQBIURIvnD79m2UKFFCBZuVG5V2ESV+er0ec+bMEc4JA8ZAb+TIkZrJ25EjRzShZomJiZrfocFg+MeIW/9T7MiRI5pBF9UhNQ1cqVGqfQsLC27xcevWrezZlsPLqcn3tzx58qgCRFN4uSmfwLp16xR+KrRObf369Qp/mTJlFPu4qQ5p8eLFVUkhhX4RQrhSTZ06dWJJxu3btxU+vV6PChUqoG7dupoJ4+e0p0+fagbW8fHxQmIuaqKCLjUtVtN/g929exfjxo1DWFiYsNvl7++PggULIiAgQEUUAxjPA0tLS9jb22P8+PEqZEpGRgZcXV1BiBHeuG/fPpV8i7u7OwgxQq+nTp2qSARycnIYIZ6VlRW+/fZbRVwXGxvLitv58uXD0KFDcfnyZfY3qB54wYIF0alTJyxevJidb7GxsVi6dCnWr1+PXbt24dixY7h06ZImVP1jdEjNFQM/9yjC/wUz9x2I1js1LQ4YvV7PoLwGg0H1faakpLBEdOPGjdiyZYsihqDvTZIk9OrVC+3atVOQvP0T18d/CanADAYDO2xpUvbTTz8pAmh/f39Wnf7uu+9w8uRJ6HQ6trj279+PKVOm4MyZM8Lq7+eylStXalaHAKNeJCEEp06d4vqXL1/O7g8PQrN7925FsmX6gMhlU2hXWW5v375lw/WEEKxevVrhz8rKUgyAm0Jc5Dp8hKjn2eTvn1Y95RuMKZmVpaWlIuiKjo5W+F1cXFQQwho1aigCRtN7QGVxnJ2duVqR0dHRKFGihNk5s09pmZmZmsnVmzdvUL58eaEkRFRUFOvoiOZs6AyGfPaCWmpqKpo1a8buK6/7eejQITb8z5PckUu7iGRRXrx4wWYpRcn1rl274OzsLJRPevfuHXx8fITQWUmSsGPHDrRq1Up4gERHR2PYsGHCanFaWhpXJ5KawWAQMuVS+4+tU21paWlwc3MT3vf09HTkzZtXWDRJS0tjsC0ewiQ9PZ2tUZ5sVnp6Ovt9XtIbFxenmbDK5yMJIfjhhx8UfsqySy/eeAcl4LK1teUG2DVq1ICFhQX3LDl58qRZ1MbfbeZImW7fvo0ePXoI36PBYICDg4Nmd7JFixaaSemCBQs0tXwTExP/kcHjx1p8fDx27NghTPwlSULHjh0xZcoUlVYutQULFqBo0aIICQnhImY2bNgAS0tL+Pr6coucCxcuhLW1NYYMGaKCVev1enzzzTdo0qQJNm7cqCoMRkdHY9WqVbh79+6/QoLHnM4oAM053I/9GZ1O98XFvZ/TcnNzVUVlup70ej1GjhyJWbNmcePAlJQUVKxYEXZ2dujTpw8OHDiguLcfPnxgM7EUrXLkyJF/XBH7v4RUw96/f6+Qb6CBwTfffINffvkFr1+/VrD40cRiyJAhOHr0KLKzs9lgdb58+dCpUyesXLlSoUeakpJiFvrwd5g5UXgAGDduHDp06CD0U53OokWLchd+UlISG97mdZgorJd2N3mbvZzExnRmA4BCosO0y2UwGFhARwhR4fgpzp5eEyZMUPhNmZFNkyPTgI8HD6Sfr1q1alx4ibe3N/LlyydMeM6dO/fFwGwB43cmmqUCjEF43bp1YW1tzT34YmJiUKJECRBihDCb2oMHDxTU56bSH4mJiQq9rmrVqqleY8WKFQoWWtN18fr1a8W6mTJliuo1du/ezSrmVatWVQWM79+/V4hZ82ZN9+zZwwL68PBwlf/ly5eM/IcHGdbr9fjpp5+QN29e4Xzw+fPnUb58eWFCGh8fj5YtWyqYfOWWlZWF4cOHCyu9BoNBc3ZZkiRNUi6tvU0rMNLr9V9EkC6COFLr1KkTt+BBrU+fPiCECO+vj48PCCFCciEqzSM6C2nBy9bWVrWn07EMus5NE0pJktgad3R05HZsqEyBaTJLrUCBAliyZAnX9yXAvU+dOoUpU6YI11JGRgYIMZKsiX6mUqVKcHR0FAbgQ4cOhZWVlRCWu3XrVhQqVIgL+weMhdnvv/9e+Pezs7O/iHv5d1laWpomU3V2djZWrFghRJBkZWXB39+fqzMOGIuCkyZNEsI3Y2Nj/xHzdR9jWVlZZhPOI0eOcBsIchs1apRZmLmXl5dmIfPp06dm9aRFJIr/VJMkiRunUt93332H4cOHIzw8XBUzJyQksNioZs2aCAwMVOzZERERyJs3L9vPnZycMGzYMMYufu3aNTYiIm+SfP/997hy5coXcZ6as788ISWEbCCEvCWE3Jf932xCSDwh5M7/f7X/mNf63AkpYEy6KFGR6dWpUyc8ePCAQUlMr4IFC2L79u1cndJy5crBz88PO3bsQOvWrfHVV1+hR48emD17Nn777Tc8evTosx9CixYtUjCdmlpubi7s7OxUiZzcaIeJx9QGGCVdCOFD2oA/5zhFsEvq/+qrr7gPHE1eypQpo9oAKCSPEONguemckDxhdXV1VQVscp1SHkuwJEmwsbFRMKSZWoMGDbjJyucycxCU5cuXw8bGhnuvc3NzGeFWxYoVVf74+HgFJblpkSIyMlIliSKfo4mNjVXJK/n7+zO/TqfDyJEjFX45cRFg1I41fV7lcML09HQMHTpU4TcNuA8fPqx4DVMd0YSEBJZIEEJQpUoVFfX+2rVr2Xy1i4uLKnGLjIxkMjeOjo6qYCwrKwvjx4+HhYUFChYsyA0M9u/fD2dnZ5QsWZK7l8TExKB27drc7hz9G3369BESG0mShFGjRgmTXYPBgEmTJnF9ALB9+3ZhsSU+Pt6s5NWnMHOHeGhoqOac74EDBzR1SCkLrCj4o7DdyZMnc/1UgkBUOOzQoYOw+AOArTHR91SzZk2ULl2au76Sk5O5ZEWf0h4/fqw5HpOeng4rKysh0ycAVnSeM2cO10/JaMqUKcOd25s/fz57TnlJ0Y0bN0CIESXEW+86nQ729vYYPnw49z3m5uaiX79+wu7h/3X7N3Qt/yrT6/Xo0aOHMDkHjHtrnjx5GCsrz2bPng1nZ2fNGcyiRYtyi7nUwsPD4ebmptmlGz16tHBWFjA2Ts6ePSv06/V6zflurQ6twWDQXDta86mHDh0SzvAuXLgQTZo0wapVq1Q/k5KSwqDjLi4u8PPzw+nTp9n5fOnSJcZZQq969ephyZIliIuLE8pHlihRAuPHj8fMmTO5fhpjf0x3/HPa35GQehJCanMS0gkf+xr0+hISUkAt10IIQZ8+fdhivnTpkqoykTdvXjZ7lJyczNUmIoSgX79+ePbsGbp3767y5c2bF3369EF6ejquXLmCc+fO4fTp0zhx4gSOHj2K33//nauf+VeZVtWSmqenp+bmFxgYiEKFCgk3pYMHD4IQIuxEXLp0CYQQLFy4kOs/deoUCOHDMgEwqZGffvpJ5ZN3OHmsfHLq7x07dqj8t2/fZpsBr2OYmpoKQsQzjpIkCVmSP4fl5OSgY8eOQv/p06dhZWXFlQKRJEkh69K+fXuF/+3bt2zGh17y6un9+/dVyWjBggXZM/bo0SOFJBK9KAtgSkqKQluTXoMGDWLvLzg4WLXZV6xYkQXUd+7cUSW81tbWDPaXmpqqSlblxRZJkrBt2zaV/NPPP//MPufTp09Vc8Xy7lNubi5+/PFHRRHMlLTp2rVrintp6s/IyICfnx/z85g5Dx8+zCjheVqgiYmJaNSoEQghCt1F+fc9duxYEMKHTANGUiCR7Atg1KEz1VClFhUVJUyEACOs25ycyKewpKQkzaAmJycHEydOFPp1Oh1KlCghRKxQ2K5ojvXs2bMghAjnHH/88UcQQhRkRXIbOHAg8uTJI6zqN2nSRIUskb+3zx3gJCUloWLFiprBNUXZDBo0iHsOydlPQ0JCVH6qmUsIQf369VVrUj4rXLp0aRVagp4DtDjFC6ApYmPQoEHc4pG/vz9KlCihIuoBjM9iYGAgzpw5sRm8lwAAIABJREFU84/ogvxn/++2fft2TJo0SaUvKregoCDY2NggMDBQGHeVLFkS1tbWQmZ/GvPWq1dPKClXoEABWFtbC5EDlOhKxBwNAHXq1NGUrdq/f78msVBUVBRj7OfZzp07he9PkiRMnDhRmHgGBQVhzpw53L35zp07cHBwQI8ePXDs2DHFGSAf97O0tESrVq0QGhrKYsTIyEiVlmjRokWxYsUKFqfwcoVmzZohPj6eoS7lV5EiRRAcHIysrCz06NFD5Tcn1/Sl2F+ekBpfk5T9NyWkkiShb9++qi+5devW7GGV0zjTq3r16qwiGhsbqxCrp4uQShLodDoMHDhQ4bezs2Mzizdu3FAIbNPFzmMp1el0OHz4MPr06SOUPACgSToDmGcwo/pZWnb79m0MHDhQ6M/IyICTk5Mw8NTpdHBychJ2GDMyMmBjYyOEfixZsgQODg7cKvqHDx9AiBEuzPuslJWvRYsW3If5ypUrIIQIO0QxMTGaHaK/0tLT07F//37h4SFJEo4cOaLZTZg5cyY32QSM65fOKNSvX1/lP336tEKPzxTefPz4ccybN08BpZWvv1u3buHAgQOMdZkQJYnVmzdvcOvWLdZxpxcN/nJzc/Hs2TOMGTNG4ZcnPO/fv1cEj4QoibSys7Nx+fJlhXaXnMjFYDAoOpeEGDXQ5EyMjx8/ZrPXNKmWr63nz59j9uzZzJ8nTx5FAPv27VusXr2aFbgsLCwUa1un02HNmjUKWLNphXn37t2KxNr02bh//z7bSywtLVUBdHp6OiM0y5s3L5eNkVZiRevlypUrsLa2VhUmqL148QIWFhZCfeHr16+rknW5paSkoFSpUpoIjvj4eLOws09hIpZFatu3b9f0DxgwQMiImZubCycnJ2G1/syZM3BwcBDCHQMDAxVEbqa2dOnSzxrIpKam4saNG3j06JEQ/k3ZWX19fbkJMt0T8ufPz4UXjxo1ij0rHTp0UJ01CxYsYP6mTZuqYIh//PGHIuGcNWuW6p5RKJ6rqytmzJih8tNOd/78+bF06VLVe6TakXnz5uUWMSMjI2FtbY1GjRpxocFnz57FggULsGPHDs2OUkZGhqamdW5urmYBxlyBwpzf3MyhFjMsYNy7tDpykiRpstMC5pnJo6OjzXbeTPkwTP2///676ixOTU3FsmXLMGvWLEyePJk7KiFPdqpVq8btLiYmJjJujWHDhnHvB01aihYtytUp3rlzJzufxo0bx/0cFD7q6enJXRNTp05lZyTPn5aWxgrcojU1YsQIFC1aVIgWDAsLQ+nSpYXfeVhYGKpXry7cO0aNGoWvv/6aq2OanJyMwoULw8XFhVvwohKOhBgVGuTv8cOHDyhXrhzz9+zZU9HgMSWsa9q0KXs2ePlGmTJl2DmdkZHBtGblcQbleklOTlYg0QgxEnmZcrB8ifYpE9LnhJC7xAjpdfqY1/lSElLAuFl89dVXcHJyQlBQEKytrRUSInKNqkaNGiF//vyoU6eOYgO+ffu2QmTb2dlZAcMxGAz4/vvvFQtJDifMzc1FUFCQAkcurz5FRERg7NiximCV6suZ2oMHD+Dk5MTVQaTWvXt3BAUFCYkhJk+ejO3bt3O11bKzs7F161acOnUKc+bMUR1yOp0OR44cwb179zBgwADExsaqIBTHjh3Dq1ev0LlzZwaLk9/P3377DRkZGWjevDkLPOW/P2/ePBw6dAgNGzbE3r17VZvSyZMnYWNjg969e2Pnzp2qg9rX1xfW1tZYvHgxQkND8fLlS4X/8OHDqFKlCq5du4Zly5apAv/k5GQsX74cly5dwvz584Wd5MDAQOzYsUOzQPDzzz9rMjPTiqZo06GdZpEOqSRJ2LRpkyab7N27dzFw4EAMHz6c63/27Bnatm2LHj16cGce3717h4EDB6J3796ws7NjRYinT59CkiRkZ2dj2rRpqFevHmrWrMnm6p48ecKC9vXr16NkyZLo2LEjKlWqBMD4na9evRoGgwHnzp1DhQoV0Lp1a1hZWbFDPzU1FR8+fMCLFy/QpEkTeHh4gBC1RmVGRgZ8fHxQs2ZNEEK4B1FgYCAqVaoEKysrLF++XOU/cOAASpUqhUKFCnHh7Pfu3UP58uVRqlQpLtT73bt38PDwgJubGzp16qTyGwwG9O/fHxUqVFAxT1NbsmQJ3N3d8c0333D9x44dg4eHB5o3b871P378GB06dBB2zLOysuDj4yOE2sfHx2PcuHEIDAzk+iMjIzFt2jSuXApgZAH39/fXlPsYOHCgUDYI+JMFXEToFBcXJ9QYBYxd2H379gkp81++fIkTJ04gIiKCO0ebnJyMS5cu4eDBg7hz545i75IkCZmZmbh37x5CQkLw4cMHBWGaJEnIysrCs2fPsGjRIjx9+lQBXdPr9UhPT8ebN2/g7e2Nc+fO4e3bt6xrTAPvhIQEeHp6Yu/evZAkSUGYERUVhb1792LRokVMo1P+WV+/fo2oqCicOnUKmzdvRk5Ojqpwd/78edy6dQsbN25ETk4ON7DcsWMHNm3aJAw63717h/Hjx3O/B0mS8PPPP6No0aLCAumjR49QtmxZYWFwz549aNiwoRD2vGbNGnTp0gVdu3blooJ27tyJ7t27o3nz5lx4dnx8PGrUqIEuXboI0TDt2rVD7969hfvz/v370ahRI5UeITWDwYA6depg8ODBwvU6fvx4fPPNN9z7LEkSZs+ejcKFC3OTuvj4eAwcOBD58uUTIg9SU1PRpk0bYbceACZMmKA5NxgYGIj58+cLE9MlS5Zg+vTpwo796tWrMW7cOCFMfufOnfD19RUWyq9fv4527dphyZIl3PuUkpKCKlWqYPr06dzE3GAwoGnTpujVqxcXFaXX6zFo0CCUK1dONZeak5ODjRs3okqVKrCwsOCeLY8fP2Yde1EiSJMdLy8v4VoYMGAA6tevz9VzBYzJlBZCJTw8HH369MH06dOFz+WQIUPg4+ODN2/ecBP0DRs2YOzYsTh+/Di3KBcTE4M5c+Zg5cqVQpRNaGgofvjhB2EMeurUKUybNo3L4QAYCzkTJ04U+sPDw9G1a1chJ0ZwcDDc3d25+4Jer4eXlxecnJy459CtW7dga2sLOzs7rhYqJVXMkyePSj84LS2NoaCsrKxQrVo1RfwaFRXFcglnZ2cUKFBAcQbdvHkTNjY2qFWrFtq0aQMLCwvN5/ZLsU+VkBYlhFgRQiwJIT8SQjZo/O5wQsgNQsgNUfX9c9m9e/fQpk0bAMbuIm+uq169eti4cSNiYmK4Xb1jx47BysoKs2bN4mqXSZKEGTNmwMrKSsis+vjxYzRr1gx9+/ZVvIe0tDScPHkSs2bNQosWLWBvb89lP0xISGDVm5IlS3KDqcTERMZw6+Pjw90Q6AxcpUqVMGbMGNUhQx8UQggGDhyoOqjc3NzY/E779u3RunVrxSHRtGlT1ulp0KABPDw8FAFVx44dUbVqVRBCULZsWfj6+iqqyzVq1MBXX33FkvNff/0Vw4cPZ4lQ9erVUbp0aZbgX7lyBXFxcWxzpDqlFEo6bdo0/Prrr2zzuXv3LqtO0fsUHBysCIDnzJnDYKLNmjXD9OnTVZVR2nGrXLmyUMS5YMGCKFq0qLB6++rVK4wfP144k5eWloZp06ZpVm4/1syRcOXm5rLZk6ioKFUAJEkSDh06BMD4PJjOYBoMBty/fx/Hjh1DeHg4ChUqpEjWc3NzkZSUhFmzZuH9+/do164dRowYwfzZ2dnIzs7GsGHDABgPhiZNmrAqql6vR3Z2Nvr27csOgdOnT7O1RZOBvn37Kta0/FDNysrCsGHDhB3n7OxszJw5U0j4k5ubqzl/qNfrcf78eeEhIkkSYmNjNckpsrKyNDuEkiSZ1TE1R6hljp337+yumXvtc+fOYebMmcLq+tGjR4UdWsAoDk8IEc7Qfv/998ibNy9sbGy430O3bt3g6uoKe3t7VjyRW4cOHVil28XFRZXMtG7dmkE5y5Yti9atWzOfJElo3Lgxkz6ixDvyM6dZs2aMVKlIkSKoU6eOAt42ffp0NGzYEA4ODrC0tETXrl0Vz1F6ejrs7e0Zsqd9+/aqAuevv/7K9jcPDw9uANyuXTtYWFhg/vz53Pvo5+cHPz8/TRkMc+MjWvOV79+/10T7xMbGanbV4uPjNfc8g8HA7bCY/g0tS0pKMvssmdMSTE1NNUtWqEVAlp2djVOnTnG76WlpafD394ePj4+m/JilpSVatmzJfY3c3FyUKFEClpaWbP83NVoo7N+/PzchpDPR9erV46K/KElYuXLluMUBmgTky5cPGzduVO0hVOrN0tISISEhqqRVjoSjEEv555N3tkxh9A8ePEBISAjGjh2L9u3bq3R5qUmShLCwME3Cn1u3bml+148fP9bsZJtjds7KytL0S5L0j4CAmjNz5Hk5OTmaTN0vXrzQ1CBet24ddu7cKZwN9/T0xLZt27gJ+8OHD5EvXz5s3bqVWySiXeynT59y47rVq1ez2fmPkZn8EuyTJKQf6zO9PneHNCwsDGvXrlUcZrRyJ0kSli5dir179yqqQ7GxsQyz/urVK+5iX79+vVmY1rJlyzT9kiSZTS5yc3NVD1NmZiaaNGkCLy8vLFiwAHfu3OG+R7rYra2tWfXc1KioOzGBRlKrU6eOAlJgGnCYYt1XrFih8NMZNXp5enoq/NOnT1f4TeGPNFiTX/J5Lrl0CD3ESpUqxRIo09engSPdPHJyclT+WrVqKYIbKutCLx4JQK1atUCIkViJF9hIkgRLS0tNttPPYRkZGZqHXnh4uOo7oyZJEpYvXw5LS0sEBwcL/VZWVihRogT379y4cYMVVnikWTk5OVi1ahVsbGy4iUdWVhaysrIwduxYVKhQQfU36Dp4+/YtvL29VZ02eZB6//591XyXfF+QJEkVUJoGwabP4b/l0P9S7dGjR5qJyMOHDzU7rJQULU+ePNwAXA7L4nXCf/31V8XeYIrAWLNmjcJvimah86H0KlasmGK98HSU5V1YCgOVX6YFDLo3EWKEj5smVnItU29vb+59aty4MapWrcpNuHQ6nbA78iktMzPTbABvqrMqN0mSuEghuf2bJTD0ej2mT5+O8PBw4Z61a9cuFCtWTDjvS2WMatasyS28ZmVlMdb8oKAg1d/R6/WMVdrT01NVxNDr9ay4UqlSJdVznZubi5IlS4IQwtXOjYuLQ/78+eHk5IQpU6aoinW//vorfvjhB+zduxcxMTH/ir37Yz7Dv+Fz/l1Gi9sie/PmjWbRNywsTNjlBoyknvT+v3//XvFakiT949ijP1WH1FX277GEkJ0f8zqfOyHNzs5G9erV4ejoiICAANVwdFxcHAoVKoTChQtjzJgxqord2bNnUbVqVUydOlUlBm2uAvV3WUJCgllBZgAYMmQI8ufPr6m/RiEDph0uanKm0dmzZ6v8VGyaEKOwummVSC4cTwhRwft27dql8JsGRKNHj1b47ezsFPMjFNInv+TJt2lAaFr1lCRJoZNqYWGhKhLIE9KvvvqKuzlVqVIFhKglTqilpaVpzuF+DqMQL5GtXbsW1tbW3AQ8JydHQQ5kWrXPzs5WECQFBASoXmPTpk2ss12kSBFVFywpKUlBFMbrBN66dYvdex4xgpykqEWLFtzPmZ6ejkmTJsHFxUX4XN27dw/NmzcXIh70ej1++eUXLmEJtadPn2pWzHU6ndmZ7//sf2YGg4EhYnim0+lQuHBhNGvWjOvPyspi6AkeWU5GRgZDkBQvXlzlT0pKUshWmXaVnj17ptibevfurfDHxMQo/EWKFFEkXTqdjv19WhAzTZrofCYhRNGhpfby5UvmF40keHh4aM76fgr7mG46j7yL2pkzZzT3u5cvXwrh79S0yFeAf3fCChjPBK351eDgYHh7ews7xceOHUPevHmF7Nt0ltfX15d7L0+fPg1CjISUvO7ili1bkC9fPq52LiXACQkJ+ddoNn8Ma7M5jpAnT56YbYz826RdPrXJ966EhAT88ccfCt4K+c+1b98evXr1wvnz5/+RhYK/PCElhOwghLwmhOgIIS8JIUMIIVsIIfeIcYb0oDxB1bo+d0IKGOc+5Qy6TZs2xbZt2xicZN++fYpDv3bt2ggODmbVueXLlys6cBMnTsTVq1chSRJ0Oh3Gjx+PgQMHIjQ0FI8fP/4iFpEkSfDw8NCsCAOAg4MDChcuLIQ0TJgwAYQY6fB5GP3ff/+d3Rsek1p0dDTzOzs7q5K5qKgoxb03hU4sW7ZM4TdlI5UHW7QyKz+ITAlwateurTqo5AEj7zPQpNvCwkLIiOzm5qaaIZBbZmamkJTk7zItmMqdO3dQsmRJLnuoXq9nsChCiKprkJiYCE9PT+avUaOGwv/q1SsG26KXXBYnJycH/v7+Cr9c+gUwEupQAiZC1Dqier0egYGB7LnOkyeP6vPGxsYyeBghhAt9P3DgAGP+5elIJicnY8yYMbCyskLnzp259/Ls2bOoWbMmatasye3QpKamYsqUKXB3dxfOXYWHh6Njx47CgPbt27dYtmyZcH0ZDAZNpmzgy9CU/BymJUkAGDUotRINulZF5HJ0D5KTZ8ltwIABbA3yAkg5yRdvbrt27drM7+Pjo/LLi4b9+/dX+eV7II9p3GAwwNbWFt26deO+fwBfhKzVhQsXNAPjlStXom3btpp+GxsbzVk0UeELMJ6pjo6Omt2ORYsWaSalX0Js8HfapUuXND9jYGAgl4CH2rRp07B48WLhawQEBGDVqlXCmchZs2YJodWSJP3j5GVEa5VacHCwqgsst6SkJJQvX17zO5kyZQoX4UTNXFEPMBbmRPDl/4uWnZ2N06dPC+97z549Ua9ePWzfvl0VE7x48YI1imrWrInQ0FCzRGBfkv3lCelfeX0JCSnwp86Y/HJxccHkyZPx9OlThcQCvWxsbNCzZ08cOnQI/fr1U/lLlSqFMWPG4NSpU2jRogX7/2LFiqF3795YuXIlIiIioNfrkZSU9EkPo7S0NE39KWr29vbCoXjAiGEnhC87AfwJ0RFV1w0GA6vg8wb89Xo9Swjr1Kmjukdy2RZbW1sVZFLOdkqIGq5GJWnoxetgUUbWIkWKcJNumpBqzao1bNhQs3L8qW3Tpk3cjjZgLCJQynJTfbDU1FR07NiR3S9TuZ/79+8rmOdM18bVq1dVTNROTk5s03358qUqWSWEsMPMYDBg8eLFKmkXecLw5MkTJmdCL3mH32Aw4Oeff1bA0d3c3BTByPPnz9G5c2fF2pJ33g0GAzZs2KCQsfn/2Lvq6KiuvXsmHoIkEAESEhIguLskEChW3K1QoFCkpRSKy8O1QAspWoIXL1K0eHAI8iEJbkkgRCY2kdG7vz9m3fPunXvOHd57FXiPvdZd673+yMydK+f8dG9bwqoXL16gR48e1L5v3z6Z3Ww2IyoqihKURUVFKe7F06dP0blzZxBCsG7dOoXdZDIhMjISnp6eXOr9u3fvolGjRtxZ09zcXEyYMEHVmbcnN2Fv5vhDxrFjx1QTd9evX0ehQoW4Af3//d//gRC27BRgrdwRQhASEsK0r127lj5DrNZi6d7FegbWr19P7axqyLNnz0CIdeSCdx8rVKhgdxb5z4a9YCEyMlKRkJRC1MPmtbiJezyP9VkkleO1LSclJYEQQufaWWjfvr1MIsoWJ06csDtH+t8Me441i11YCrVkwIcW7L9LgpD3LErtaiSG27dv564rgLXF2c/PjzmOIGL37t3QaDSqiZbvvvuOuX9JwRsbk+JDu4eXLl3i3seJEyeiRo0a2L59u2KsJCkpiXbeBAQEYOHChTLf01bxo1ixYpg4caLdOff3AR8D0neAyWSSST1IjyZNmiAuLo62/kmPwoULY9q0aUhMTFRItohH2bJlcfToUe7nh4SEYMWKFShWrBj8/f1Rs2ZNtGnTBgMGDMC4ceOwfPly1Zf9z6xs2GsjPXLkCAoWLMglpBAEAcWKFeOKtgOgmo08R6FevXoghDDnK0VnjxDCXHjFgJkQdjua6AwSYtWLZaFEiRJcZw+wOoQhISGq7ZRqWco/A7xnwmg0UgkE2wBKOvNJiLW9T5qde/XqFapVqyZ7dqUVl0OHDsmCPPEQ2322bNlCqeqlh7jZnT9/XqFTSgihlPBpaWlUqkR6aDQaJCQkQBAE/Pzzzwr9L0L+WYF9/PgxJZGRHmIG2Gg0YtGiRShQoIDMLiWCiYmJUbzL0gxxTk4Opk2bJvutttXR8+fPy2b3ypQpI7vW2dnZmDhxItUqLV26tGINiI6OpveDJU6u0+kwbtw4ODo6ombNmszN/Ny5cyhbtizatWvHfF6ysrIwcOBA1WTLmjVrVLV21VrCHj9+rJrlfx9alO3JYIh6rWqoV68edzRCEASUK1eO61ymp6fDxcUFXl5ezPMQ52AJIUy5CzEp6ObmxryegiDAz89P9ozb4n2QE7hy5QrXcQaAoUOHonDhwtxOk4YNG4IQ9ngAYNVjJcSaiGYF5l9//TUIsTJispK54ryus7OzYlZYRPXq1REQEMAN/KOiolQlerKysrjyaB/x34Vjx45xR0AAayKREKLKQl66dGkULVqUK/MjEqLxlBp+/fVXEGIlY2TBYrFQ0kkeGePVq1fh4OCAtWvXcs9z8+bNqj4iYO3kUBsLMBqNXCZd4D8LZtV87OjoaO6as2PHDlSuXBm//vqr4vtzcnIo4Wfp0qURGRkpaxWPioqS+RgFChTAV199hRcvXsBisSi0zgmxEnXNmzfvvQ7cPwak74iHDx/K2jMJsepTio7g3bt3FQ51y5YtaeXrxYsXdOBePLy8vGigpdVqFdpCLi4uuHLlCgCrTEJoaKjC2RbZHaWsm3PnzkWPHj1Qvnx57lwiABw9elQ1a2Kv5cMeGUVcXByXal9EixYtuDMhADBhwgSudAVgdTS8vb2Zm3hGRga9jqzBcXEGVaPRMKsct2/fpi87b/A8ODgYERER3Jd8/vz5VB/qzwbP0RGRmZmJSZMmMTcprVZLg7HAwEDF7zlx4oQsSLKdG963b59Mz48QQom7BEFATEwMtm7dKpMsKl68OHWiU1JSFK22hPyzamMymfDkyRNZBVbqQAqCgJcvX2LSpEmKd1TE27dvsXnzZpkWqpTMKDMzE0eOHEHx4sVlSSVx3kiv1+PUqVOyCquDg4OMAe/ixYsKDTFpZf3BgwcKsi4pG2RGRgYmT54sW2ukyRaRTE0q7WTL5nj27FmUKlWK2m2rq8nJyTSRQwjBzp07ZXaLxYLx48dTO4vp99KlS7TazXIEDAYDhg8fLpP3scX27dvRtm1bpg0AZsyYgV27dnHtkyZNUp2Ht1gsqhUli8Vil0X4j4C9mf3169erOksLFy5kyguJ6NKlC7clHLDOqNeoUYNrr1KlCjp37sy1d+7cWVWS6o9Ier59+1aVYCorK0uVVXTt2rVcOSrgn0zmrODZYrHQNjcWl4EgCDJtYla3grTLiZWg2bhxI7Xz5DxE/yAyMpJpX7p0KTQaDbcanZeXh1q1aqnqiOp0OtVunPz8fNVxDYvFYnef+Yh3g721R+06nz9/HiEhIdx1Qxx34knDiBV7QtiElAaDgaoohIWFMb+jTZs21H9iscSKxJiEKLupAOt+KhZyeJ0Bx44dg5OTE4YMGcK0G41GjB49GqVLl1aV72revDk3MMzPz8f333/PtAHW4FBNvz0yMpJrv3btGoKDg5m/XxAEui7VqlVLpiAByEfa3N3dMXfuXOqrCIIgCzo1Gg1WrlxJuwieP3+uSL6rtbO/L3jXgNSB/I+jfPnyZOHChbL/ptfr6f+uWrUqWbJkCSGEEI1GQxwdHUlcXByxWCyEEEJKly5Ndu3aRRwc/nkpc3NzicFgIIQQUrRoUXLixAkSEhJC7Uajkbx9+5YQQkilSpXI9evXSceOHakdAHny5AkhhJB79+6RcePGkc6dO5Np06aRPXv2kEePHpHExETFb8nMzCSDBw8mn376Kdm5cyfz91osFtKpUycSFRVFBEFg/pu5c+eS06dPk6ysLKb99OnTpG3btuTFixdM+/Hjx0njxo1J6dKliclkUtgvXrxIKlSoQJo3b06ys7NlNrPZTI4fP04qVqxIWrVqRXQ6ncyel5dHDAYD8fT0JC1btiQajcaaWZHA1dWVEEJIy5YtSYECBRS/8+bNm4QQQgYOHEjS0tKI0WiU2QVBIBqNhsydO5dcvXqV5OTkKH5DkyZNSJ06dUhMTAxJS0tjXoe0tDSSlJREXr9+rThH6e998eIFycvLY9q3bdtGAgICyC+//MK0E0LImjVryI0bN0iTJk0UtqJFi5JvvvmGeHp6kq5duxKNRiOzt2zZkixbtowUKVKEFCtWjLRr105m79KlCxk8eDApWbIkKVWqFHF0dCStW7cmhFjfh5o1a5JmzZqRChUqEH9/f+Lo6Eg6dOhA3weDwUBycnJItWrViIODAylVqhRxc3Ojn5Genk4OHTpEKleuTAghJCgoiBBCSM+ePel3PH36lFSrVo24u7sTPz8/QgghAwYMoOfo7e1NqlWrRvz8/IiXlxchhJChQ4fScyhSpAhp0qQJ8ff3JwULFiSEEDJkyBBSqFAhQoj1eWnRogUpW7YscXd3p98vfWcbN25MwsLCiIODA3F2diYRERGkcePG1F6hQgXSvXt34urqSlxcXEiNGjVIp06dqN3T05OMHTuWeHp6EhcXF1KuXDnSr18/atdoNOTbb78lFSpUIC4uLqR06dKy30gIIc2aNSN9+/YlLi4uJCgoiPTv319m9/X1JVOnTiVubm6kTJkypFu3bjK7g4MDGTlyJPHy8iKVK1cmLVq0ILaoWLEicXNzI40aNSKVKlVS2LOyskh8fDxp164dKVCggMIuvr81a9ZU2ESkpqaSjIwMrh0AOXHiBNc+YsQIUrp0afL06VOmfc2aNaS9IeROAAAgAElEQVRUqVJk//79THtubi55/vw5c20ixPr+JyQkkNTUVO4amJKSQt68eUMSEhKY9uzsbFK+fHlSoEAB5nnm5+eTWrVqkYoVK5Jbt24p7EajkTRt2pSUL1+eZGdnk0ePHsnsFouFREREkKpVqxIAJCYmRvEZjRs3JpUqVSKCIJDbt28r7L179yYWi4Xk5+eTuLg4hd1kMpH/+7//Izk5OSQ+Pl5hF/epxMRE5vqm1WpJaGgo6dq1q8ImokmTJqRChQpcu9lsJhkZGcRsNitsgiCQ0NBQ0rhxY+Lp6amwJyQkkM8//5xUrFiRLF++XHGv3r59S7p160bq1atHlixZQkqUKKH4DF9fX9K+fXsyZswY0rRpU8XvzMjIIL179yY9e/YkTZo0Udjz8vJInTp1SHh4OClVqhTzNzo5OZFGjRpx9xE3Nzei1+vJvXv3mHZCCKlduzapXbs29UtsMXjwYBIUFMS8j4QQ8uOPP5KAgABy/Phxpl2n05GHDx9yv1+r1ZLY2FjmfSKEkOTkZPLo0SPu+5SUlEQeP35MXr9+zbSnpaWRBw8eqJ7DtWvXyI0bN7h+zaVLl8i9e/e47/3bt2/JyZMnSX5+Pvc7zpw5Q7RaLde+cOFCEhgYSE6fPs20nzx5kgQEBFCf0hY+Pj7E1dWV+T4SYr2OERERpHbt2szzePr0KRkwYADp0aMH8518+vQp+fbbb0mNGjVIq1atFL81Pz+fdOvWjdSqVYsMHz5cse4QQoiXlxfp378/6dSpE0lJSVHY09LSSL9+/Uj9+vVlfrEUDg4OpFy5ciQ0NJRp12q15Pbt26R79+4Kn4UQ69rzww8/kAoVKtA93Ra//PIL9cNZqFixomwPt4VGoyF79+5l2urVq0dKlixJduzYoXjnNBoNWbZsGXFyciL+/v6K9a19+/bUFytcuDAZPXo0vU4ajYasW7eO+iGOjo6kevXq9P8HBwcr4hUXFxfmNfog8S5R6x99vE8VUsCaHYyIiECpUqWwY8cORQVREASqjRkdHc3UJ1q8eDEIscqPsKqXz58/R4kSJVCpUiVERkYqMhoWiwVz5syBRqPB0KFDFVXKxMRETJs2Db6+vnB3d1dktg8fPiyb0+vatSvzt4rtrBqNhjk7aTQaaUW4W7duzAqjv78/PD09UbBgQezcuVNBEFKmTBmqMzp79mwFKUflypVpK1WfPn0wf/58WUuSj48PbaWqVKkSTp8+TatJBoMB/v7+KFOmDP2taWlpyMzMpBnkmjVrwtnZmfbji5UgMeM/c+ZMODo60tbHuXPn4ujRozJWOU9PT3oOAwYMwKpVq2QVI7GS5OLigrCwMIwePVqRwd64cSO8vb0RFBSEJUuWMO/Hxo0b4eDgwG1/jomJQUREBFfXErA+n2qVGMBaJVQjuMnOzsaWLVsU7X/ic5qRkYHk5GRZi/P9+/fp7JXRaMTTp08xatQoHDp0CIIgYOvWrfDx8aEySbdv38aRI0do1Wffvn3w8fGhLMsxMTF49uwZgoKCYDabkZqail69elG9yNjYWMTHx6N48eI0K3r//n2MHj2ayq88e/YMAQEBsmrAvXv3YLFYkJOTg4cPHyI0NJTZamSxWBAbG4vGjRtz263j4uLQu3dvphwNYJ1nmjhxIlMrD7C+xytXruS2gmdlZWH//v2K6qgIs9mM69evq86kvX79Glu2bOHa8/LyVJlHzWazatuYIAjMNlEpeERN7wJ72d4tW7agbdu23Hfm2rVriIiI4LZ6XbhwAU5OTlzSomXLlqFEiRLw9vZmSn5MmzYNtWrVQrFixVC3bl2FfcqUKVSaqlKlSrJKhSAImDRpEu06qFu3LurUqUPtRqMREydOpMRt5cqVQ1BQEO3GsFgsmDx5Mvbt20crf+3bt5dVGpYvX47t27fTVvi+ffvKZJqeP3+Ob775hpJ7tWzZEt27d5f9ht27d9PWvnLlyimY0MXrVLhwYW5rn9FoRJcuXbB06VKmHbB2yqi1q/4nsPccvUtVwd4M67vY7X3Pu5Dq2Ps3Y8aM4erqAtZKc8eOHbljQGfPnkXz5s25eqa3b99G6dKluRWjO3fugBClxJsIUcu0Xr16zM4CkWQyODiYKR/z6tUruLq6okiRIlzdW/F5Z2mnA0Dfvn2h0WgwcOBA5nU4ceIECLHOA7PumcFggK+vr+pc5KlTpxAREcGdzX/y5AmaN2/O1aE2mUx2dULfJ9h7Lu3xDKhVKAVBsNutZ69LRa07Y+jQoRg3bpzq96vh7du3qv9m165d3N+fkJCAwYMHU7lJW3z//ffo06cPs4PFYrEgPDwc3bt3x969e9+7Z4IF8rFl91/Dy5cvZZu6IAiyRS0lJQUTJkzg/r0gCOjZs6eqZtn9+/ftDqQfOXJElVBIr9djy5YtsraQhIQE/PTTT1i5ciVWrlyJVatW4eeff1YsuikpKTRICw0NxaZNmxQP882bN2mg5+npyXwhpG2F1atXV3yPLbmMrXPcoUMHmb1WrVqy86hTp47MTgjBwYMHqd3Hx4f+d2dnZzRp0gR16tShi2PdunVlf9uvXz9Ur16dtvlt3rxZ8fkFCxaULX5SrVVCrPMU0ha2t2/fyuysZ+PevXvUziNeyMrKQvXq1Zm2vxrSe6DVajFz5kxF215eXh5MJhMWLlwIFxcXhWSFVqvFq1evqDSLraMrCAIuX76MAQMGgBACb29vRSB/69Yt7Nu3jzoYtnPGMTEx0Ov1mDFjBpydnRXav2IwmZ6ejhEjRuDrr7+W2aUzaYmJiZg3b55sY7VtsRHnN0TY06JLSkpStWdlZam2Q5rNZrtSER8aM+T7BL1eD3d3d+78ukj44+LiwnQoTp48Sd/rXr16Kexbt26VrQ22TLy2OqK9e/eW2UUWc+khdVymTZumsEv1rX///XeF3XZWtHHjxjK7LdlZRkaGrDWMNccZHx8PR0dHfPrpp8zr+KGB5xyK+F8mHjpz5gyXTR6w+jZBQUHc9kmx1XTx4sVMuyhlFBwczHzn0tLS6LPIY+QVW6N5yT7R7+DNt69YsQIlSpTgBuUXLlxQTeR9iHiXtvz/JLn4EXyoKSyYTCZm4UvEkydPmCMG7ys+BqTvAIPBgK1bt9IXzpb84bvvvsOqVavoAinNtjx48ADjx4+XVQd1Oh3N2PCY49TmZUT8WRmPwYMHo3r16ti1axd3IRKZvLy8vLhVOW9vbxoMsmQPpDqRVatWVXzXt99+K3OGbDcIqWQBIQQ1atSQXZPq1asrHC4pwUq3bt0Udqlupih8Lz1sWRZFllPxsJ3HEwSBzie5uroy53JNJhMKFCiATz75hHkdRfwd8gk5OTlcmvxdu3bB19eXWdl48OABnY8IDg5W3NuDBw/KSIps52xPnjxJRcpZgXxaWpqMvbply5aKc7h8+TKdUQkICFBsmIIgYPPmzfDx8YGjoyOzGpqXl4c5c+agQIECzOoPYE06jBw5UpWx8O7du6qEAuKcrRr+V6VX/k7Ym4EPCwtDo0aNmDZBEFCxYkUQwmbRNRqNsllf270gOzubJgZZa098fLyMUbpQoUKy5yspKYkSX4mHlE1ZEAQFGZ/tjKWt1jPLSRelbZycnLgJkl69etm9lu8D8vPzVUm4rly5gkWLFnHtN2/e5JLAANa1niUhJcWHUMngwd4a9eDBAy6jN2B9ZkNDQ7nPkVarBSFKVnIRer0ehBB88cUX3O/w8fFB27Ztude5WbNmCikxKaZMmcKVcfpQYU/eas6cOar2M2fOqL43AFQ17UV8yM/++4oP6Zp+DEjfEdOnT0f58uWxf/9+xQ1+9eoVChQogOLFi2Px4sWKYHLixIkghCAiIgK7du2SLbYvXrxA06ZNMXnyZFy7du1vr2ikp6fjyJEjdh/iQYMGoWjRoqoMsaIzxZM0GDFiBDNQFLFixQpqr1SpkuLa2FYIbDcpcehePBo3biz7XaNGjZLZPT09ZS2tjx49ktmLFi2qGN4X2RUJIahSpQrz/omBsdom17hxY1Vyp78aJpMJq1evZraqJCQk0CxyoUKFZNfEbDZjyZIlMoIvabY7MzMTAwcOlF3X0NBQel9yc3Nl11Q8pMRBBw8elBEPESKvjGdnZ2PUqFHQaDTUbutE3r9/X6aHaqvBKAgCdu/eTZnuKlasqHC2dDodZs2ahYIFC8Ld3Z1ZGXn8+DH69OkDjUbDJJMSBAGHDh1CnTp1sH79eua9yM7OxuLFi1Xbbx8/fqyaKbVYLHbblj5CCXv6v+vXr1ftiBETdyL5nC3EltvAwECmferUqfQZZY14SHVK69Wrp7Dbvmu2RCnr1q2T2aOjo2V2k8kkC5pZLK6iHnSVKlW41+Hy5cvcitRfCUEQcP/+fa594sSJ3LEJi8WCunXrMjWHRbRs2RKjR4/m2jds2KBqFwSBqff63wJ7/k1OTg6OHTvGtZtMJrRo0UI1sefj48PU7BVRtmxZVVm7wYMHq7aQvk8Sbe+CV69eqTKSr1u3TlVLdM2aNahVqxbXHhsbiyJFiqgG6UuWLMGwYcNUz3P9+vV2CbP+bv/4Q4HBYMDs2bM/uD3/Y0D6jsjMzKStHk2aNKHstyIWLFhAN20vLy/MmDGDLlx6vV4mieHr64tJkyZRJ/vcuXM0012iRAkMGzYMR48ehV6vh8lkwuLFi7Fo0SIcPXqUSlj83WjatKnq/BgAFCpUCPXq1eP254s6oOHh4czfdOTIEXrNWM6MqP1GCEG1atUUi9XgwYNVna158+bJ7LazYjqdTmZntREtWrRItXoAWCvBTk5OqpvgggUL3ouWFzFAqlChApycnGSBoMViwapVq2TyLVJGycePHyta/FxdXekM3+nTpxEYGKgINpctWwbAWn0oV66cwi7Kpmi1Wnz22WcKuzhLCliZo22/o0CBAjTRoNPpMH78eIVWqbTV8NatWwgLC5PZpU6i0WjEqlWrZC3pkydPll3Hly9fYvDgwXB0dAQhBF26dGFeZ7Hlu1atWoqANyMjA7Nnz0bRokVRunRpZjfF7du30bNnT5QsWZLJdGg0GrF161ZERERwHamkpCT88MMPqu2/76JL/L+IzMxM7pwXYHWwPT09uddPp9PBy8uLWeEHrIzIIjM1ayxCKm01YMAAhV2c2SPEyhhtu87m5eWhWLFi9N+w5m0XLlwIQqxMj7wKWJs2bVTHTARBUJ0D+6swY8YMrqahKEHBm2XdsGEDCCGK1n4R4mwh7zrk5+cjMDCQ2b4tYteuXYrkmC1s97H/JryLb2Ovmmc7mmELNakpAHZ5Ft43qK3bGRkZqFu3Lve6XrhwAc7Ozti7dy/THh0dDScnJ3To0IFpT0pKoklbXlff8uXLQQjhSruYzWaMGzcOFStW5P4OwMolwetSkuJ98I//KmzYsIH7vM6cORMBAQF2OzLeJ3wMSP8F2M70dO/enWaMDQYDypcvL7N7eHhg3LhxePPmDe7cuQNnZ2eZXaPRoHXr1rh69SrWrFmjcLQLFiyI7t274/Tp0zKZBi8vL4SFhWHkyJFYvXq1KnGIIAh/+AtqNptVs8wiihUrppizk0L8zbbBvQhRQy8kJIQZ1B4+fJheE9aCKp2hkmpBihAdDDERwJKnEKnPixcvzrSL4tE1atTgZu8mTJhgV7PV3lD/H4mHDx9ixowZsqoiYG03i4iIoNdk+PDh1PbgwQNK3iQeDg4OeP78OSwWC5YvX66QRSKE0N99584dNG7cWCGN5ObmBq1Wi7y8PMybNw9t27ZVfMaBAwdgMBgwYsQI2gZum0jIzs5Gv379FDZC/ikNs2/fPlm1Rzzat28PwNp6+8UXX8gqq4RYq/NmsxmCIODXX39VyC95eXlRZ/vNmzf4+uuvZe+6k5MTXScEQcBvv/2mmD2WEoelpKRgypQp9NkTr4EUFy5ckF0r24RNXl4efvrpJyqjs3HjRsVz8PTpUwwfPhyurq5MciNBEHDs2DGEh4dzq/e5ubmIjIxU1YBMTEx8L5Itfxbsra9z5sxR/TfTpk3jBjnAPztJeAFdq1atQAjB/PnzmXZRkqRhw4ZM+5QpU+gax4JWq4W7uzvU9uNjx45xv/+vRGpqKjdRKs7ssjoV8vPzaXu1mCCTIisriyagRG1kKSwWC2rVqgVCCJo3b878frEaLiWOkkKv1yMkJIS5V4m4ffs2NzgQ8b8uy/K/FJD83//9H1cmSK/Xo1mzZtzOhVevXlGeDVZ3zYsXL+h+y6pu5uTk0H3M19eX+R2rVq2iexRrJEWn06Fjx44gxEr0ycLr16/RtWtXFCxYkLsG5ufnY/Pmzfjuu+/sto1/aM9HdHQ0N9jfuXMnQkJCmNXp5ORk6m/16NHDrozj+4CPAem/gLy8PPj7+9MXzMfHBxMnTqSVCzFDKnVU161bR8vmYqZZPFxcXLBt2zYabH311VeKgHXt2rWwWCzIzs5Gs2bNFM707NmzodfrMX/+fNStWxeVK1dG6dKl4evri4IFC2L48OHMF9BiseDkyZNMBl0ROp1ONVCy1z5hTzB9//79qvp3+fn50Gg0XLa6+/fvgxB+q6x0MWTNuR49epTaV69ezfwOkQWY91tEwXPb4E6Kn3/+WTUw/ytgNBqxZMkS1KhRA4QQdO7cWfZcXLt2TVaddHNzo46NIAg4cOAAJRgSj27dugGwPgdxcXGIjIyUaXwSIq/qCIKAHj16MANWEbbvSEBAgCwZceLECVnA6OrqSkmmROIh23dIDAZfvXqF1atXK+bqRBKO1NRUbNq0iWZ8xUOcC9br9dixYwedjRUPqYbZ77//TllJxUPaovfo0SPawivapRWV/Px8jBgxQqbX2qZNG9m9ioqKkgX/tlpzInGIaA8LC5PZc3NzMWjQIHqvWFp1v/76K201b926tcKu1Woxe/ZseHt7K6q/IuLi4jBw4EAMHTqUaRcEAQcPHrQ7e/ShQ00XErA6Drx2bcBKnlSiRAmuXdx3eHN1YqcJb67u9evXcHJyUp1hHzZsGAYOHMi1i2vA3wVBELBp0yYFc7aI6Oho+t7Hx8cr7FL9YinxkwjpeEinTp0U9h07dlA7KwDIzs6mzn25cuWYv2HZsmUghHADf7PZjHr16nEDXsCaVFOrwH7Eh4UnT55wg5FLly7B09OTOZMrCAJN0LKe15ycHOoLEEIUevQ6nU7W1Td79myZ3Ww2y0gnGzRooPiOn3/+mdodHR0VvmRCQoLsHGy1OgVBwLp161CkSBHFPir9jHHjxqFo0aIoUKCAghRSEAScPn0aixcvRr9+/dC+fXvFb01OTsadO3dw7do1REdHK+x/BdSC5AMHDqBjx45MH1en08HNzQ3u7u7M6vHQoUPp9fX19bXLU/F342NA+i9C+pKFhoYqKndSh9vNzU3GxGY2mxVVJumgt9FolFWoCCFYtWoVtefl5Smc3RkzZgCwPtB79+6VEcEQQhTD6BkZGfjhhx9olYfHZmcwGNCqVSvVeZY5c+bg/v373Jdpx44dSE5O5lZHfv75Z1y/fp0b9F67dg3169dnUnprtVpcv34dhBCm9IXBYMCePXtACEG7du2Y5yiyTAYHBzPbXtLT09G8eXMEBQVxz/HZs2cy5l4WxDk0i8Wi+u/0ej1XogKwZizVRMujoqLQqlUrWpW3hVjhDwkJYWYa169fT5+b7777TmGXCl0TQhTJjHPnzsHFxYUGW7ZSFy9fvoS3tzc0Gg1t7ZUyIaanp9OK3rBhw+Dg4IBZs2ZRu9lsxieffEI/mxXQLl26lAaihBBFNeHatWuygNS2WqHT6WSySJUrV1bcM+k7GBAQoGillQbVXl5eilbZixcvUnuBAgUUAumZmZl0/trZ2ZnZota0aVMQYq2+sroVJk+eTB0BlozP3r176d+zZE8ePHgAjUYDV1dXJvPzmzdv4OvrCw8PD6aDn5+fj4YNG8LLy4s7zzV9+nRuK7JOp0PVqlVlVXpb9OrVC/Xq1eO+U3PnzkXp0qW5rKcHDhyAn58fs2ImhT15BXtsx3q9XrUNUKfTIS8vj1vZ0uv1WLZsGbcrxWQyoXLlyrh+/Trz35jNZpQtWxZLly7lEsp06dIF33zzDbcSfuHCBSxcuJA5xwpYK4harZbb+peXl4erV69y2y1NJhN27NihOhs4fPhwLFy4kOkwPnr0CB4eHtw5td9++w1FihRB4cKFFRUUo9GInTt3olSpUihZsiR+/PFHhX3Tpk2oV68eypYti1atWik+f+vWrejWrRuVbLPF5cuX8dVXX8HDw4Npt1gsmDdvHhwdHZnOPWCVRAkODkabNm2YdgAYPXo0evbsybW3atVKNfEwYcIElClThtn+D1j3dD8/P1XH1mw2q84sCoLA/XwRRqNRldjRaDSqfobBYFC1m81m5Ofnc89TEATk5eWpnoNUQo4Ftb1669at8PPzY8rlifjhhx8U7PMiTCYTevfuDWdnZ+Y5vn37FqNGjYKbmxvGjh2rsIuKC87OzvDw8GAqLZw7dw7Ozs4oWrSogqk1Ly8PT548QXBwMDw9PWUybyJev36N3r17w93dHdWqVVPY8/PzsWrVKjg6OqJIkSJMP/HRo0dwdnaGg4ODbHxIhNFopGoLtrKBImbMmAFCCMqWLctcO86fP099hkmTJimuRWpqKuWJGDdunKJTzmKxoFOnTggLC2Pez40bN6JEiRLcLqKrV6+iePHiXNWMGzduwNnZmbtPdenShRZNbOMRscuQl2h73/AxIP0XYTKZEBoailWrVjHlABISEuDh4YF//OMfTCKLZ8+ewcPDA3369GHOqqSlpSE4OBhly5bF2LFjFQ+YwWBAz549aYXK1hnU6XSYOHEinJycUKpUKVn14eDBg4p2Q1uaf8D6gokMph4eHswFT6/Xo2jRotBoNLKgWYqaNWvC19cXDRo0wNu3bxWLd40aNVC/fn24u7vjypUrCsfZ398fn3zyCRwcHPD999/j8ePHtO0gKysLHh4etGIdEREBk8lEX/q8vDxUrVqVVoF8fX2RlpYGQRCoAys69X5+fvDw8MCpU6cQHx9P570OHjwIf39/NGjQAE5OToiMjMTBgwdl5zlkyBB89tln0Gg0+OKLLzB16lSZA2wwGDB27FhUr14d9evXx2effaa4Tunp6RgyZAh8fHy4BFDp6enw9/fntrUA1krI+PHjFQGOCK1Wi0GDBnGJqCwWC44ePYqKFStydb327NmDFStWMOdSnj59isuXL+Pw4cPw8fGhmrCAVdqmbdu2OHr0KDZu3IgXL16gTp06tKV8+/btCAgIwM6dO7Fs2TIIgoC+fftSJ/3ChQuoUaMG1q5di2XLliErKwvh4eG0Apufn48FCxbghx9+wObNm3H8+HFoNBqZDqhWq8W5c+dw7tw57N69G05OTgp6frPZjCdPnmDr1q0oXLgwc5PIzMxEVFQUgoODmZUts9mM9evXo3Hjxsz2P8A6K9alSxdF5lnE6dOnMWTIEMVsqoi4uDh89913XH00rVaLuXPncu0mkwlRUVEyVmlbnDlzRpYQsMWjR49UuyCSk5NVOwd0Oh23vdJgMKBcuXKq83Tt2rVDzZo1ufbJkyfDz8+PO9Kwd+9eeHl54ezZs9zzDwgIkD3HUpw9e5YGKazq4MGDB9G3b18EBgYyJU8OHz6MefPmQaPRICwsTFHhPH36NA4cOAAXFxe0bNlS9lstFgtu3ryJuLg4FC5cGKVLl0aFChWorq0gCHj69Cnt6nFyckKzZs1k1ZKUlBQIgkATLHXr1oW/vz+15+XlQa/XY8WKFXBwcECDBg0U5EsZGRl0TwsMDGTqWr98+RItW7aEi4sLd69Yu3YtCCGqEgUzZsyQaUDb4vHjx6rzhVqtFjdv3uTa8/PzkZmZye1msVgsyMjI4GpHioGWWstsdnY2UlJSuEmUnJwc1aSkveSG2WxWtbds2RL169fnfv/YsWMREBDATSJt3rwZhQsX5t4Hi8WCDh06cDuODAYDWrduzSTgAqzXp0ePHihWrJiiYgZY196RI0fCx8eHmazKz8/H7Nmz4eLiwtT+BayJ8FKlSiE4OJi5V16+fBlhYWHw8/NjJusEQcBXX30Fd3d3ZjIOsAaEnp6e3GTYxo0buXJ5IrKzs7l7OWBdw9UCWkEQkJKSoko8mZSUxNXKBqy/49mzZ9z3RqfTIT4+njuXazQa8eLFC24HiCAIePLkiaoG8ZMnT2jhhYVHjx5hxIgR3Gf6xYsX6NChA/depKeno3Xr1sznTTzHIUOGqCYut23bxv38devWoVixYtz7cPHiRRQtWpQ7+5yTk6OaXDlx4gSTbE5E7969ER0draq1+r7gY0D6b+DixYuqWXPRYeZh3bp1XNZFwNpyp9YeZTabMXjwYNXNNS4ujju3mJycjN9//x0LFy5UOAiCIGDMmDG0OhMeHs6UGxGrj4QQlClThrmJiyRQhBC0atVK8UKIMzfiYev8S1tIXVxcEBAQQLNTgiDI5hELFiyIwoULY9q0afTvixQpQgNSZ2dnjBw5Ek2bNqXVzs8//1z2/SEhIfDw8KDB2MuXL2V2BwcHeHp6yjJkti2iLDa6Pn36UDtPlHzQoEEgRN7+aYs7d+6gffv2qplXe3iXWVWewyVCr9fLKvtiG6qUfTIyMhL5+fl48+YNhg4dCgcHB0Xm/unTp7hx4watltasWVP2XmVmZiIhIYFev8DAQFn2MjY2FoIgYN++fQgJCYGnp6ds4Z4xYwYEQYBer8fSpUvh7e0tc1jnzp1Lvy87OxszZ86U6aUuX75ctsllZWXJKlCbNm1SPNPS8xdnX3mIjo7myj4B1iBejeU1MTFR1a7T6VTtFouFORctxfssNfNHMC7a+4ywsDBuNUgkJHJ0dGTe59u3b9P3Xmxvl2LXrl2ytcPW4Zk7d67MHhYWJrN/8cUXirltaXA9ZMgQeHt7U58uCZQAACAASURBVGItQogsIbZmzRp4eXnRljixW0REVlYWypQpAy8vL2q3bR2+ceOGrL2cNacaExND21V57aTZ2dmIjIxEvXr1PpgZSHuzaB/arNofhbi4OAVBoBRr1qxRJbD55ptvQAh7zAYAHR1hVf6kf1+hQgWmXfresSqcOTk5lGuA17557NgxEEJUR3Gio6NVE3If6vNhb838dwKf//RdsrdP2dPrtmf/T++VvWv2Z7IH22OKf5/wMSD9E/AuL5e9wMAeXbPFYlF1ZsXv+VdfpFOnTmHixIk4ceKEqrP66aefUgeHda5ShtpKlSoxMzxi2yUhBB07dlScq5TIiRCl7IFte7KPj4/sXCpXriyzEyJnerMNJgmRs8YKgiBz1litrJcuXZLZWZk+6awqryUuNTUVxYoVw/Lly5l26Tm9i0btH4lbt25h6tSpiufh+fPnGDhwIBwcHODr6yu79qIkioeHBw3mpZt3UlISBg8eLJullG7e+fn5mDdvHgoUKEDttrInd+/eRfPmzandttposViwZ88ehISEgBCCwYMHy+xisLp8+XL4+Pigdu3azI0hKysLc+fORVBQEJcYQKvVYubMmVyCLsBakWJpndqe00e8P9ixY4eqgzVlyhSEhoZy7eIIB2v+SRAE2TyybZU1Ly9PxhjdsWNHmf3t27cyxmtCiKxikpKSItMxte2IsVgsaNSokcxevnx52XecO3dO9o56e3srfodIFkQIQenSpZnX4cGDByhVqhT8/PxUn3GLxcLtzvirER8fzz3X9PR01e6A+Ph4JpGYCEEQ7LLFfshQ26MEQVDVbM7IyICvry832IuPj4ebmxu3myglJQWFChVC06ZNud9ft25dFCpUiHsOYsJdTeJlzJgx3KBZxIcmU5KSksKtyoqdTNKkrS2OHz/OJVkCrMGqLUHfR3yEiI8B6b8BtUXm6NGjzE1MEATMmzePOY8FWCUvPhRphdevX8PLy0tVV04kHPL19ZXN0UrRoEEDEGKVI2BlxVu3bk0dHVabkW2F1XYhlP69WMmVzinYViicnZ0Vi7HY1kuIdcbAdo7BYDDQKoVGo2H+DpPJRBka1RiRN27cqKo1+VfCaDRi9+7ddOZZGiwmJCRg2LBhMukUMdA3m83YsGGDbA6TEIJBgwYBsFZXFy9erHCkxeqoSKAkBpHiERAQQLPZaWlpGDlypIxAybY6evXqVZkEjbOzs+z9MpvN2LJlC51ZJYTg9OnTsmuQnZ2NefPm0Uq/rZYpYK1Sjh07Fh4eHlyCrtjYWAwdOhRVqlRhJnkEQcCVK1cwbNgwbnVIEAScO3dO1dGzN6P8Ef867CUI3rx5gx49enDtcXFxcHBw4M7qi6RohBBmICayeBNCmF0ztiRgtmttZGSkzG7b8n/v3j3Ze1y1alXFd4wdO5baixQpwvwd4r9xc3PjXrP4+HhUrFiROeryd8BkMjGTDYIgICoqikvG9ezZM5QvX57bhvjkyRMEBgZyHXeLxYJhw4apVs9yc3NVWy0/dNir2mzatEm1XXXKlClcGREAmD17tuosbXR0NEJCQrh2QRDQokULu7Phr1+/5trfR1y+fJlZFTabzVi9ejWqVq3KtCclJaFLly7w9vZmFlOys7NpJxQv6Xrz5k3UqlVLNekeHx+PqVOn2i3YfEzc/nfiY0D6b2Dr1q3c2YE5c+agU6dOzDmOo0ePwtnZGePGjVNUDFNTU1GiRAl07twZJ0+eVLxwe/fuxenTp/9SeRAezpw5Y7et8/Dhw3B1dWXSiYsQAwbevEnv3r2pI8T6HGnAWbZsWcXmYatDahtA37hxQ2YfMmSI4jvE9h9C/ikPYguRaEeN/fDbb7/lsiuKEAThL3XW0tPTsW/fPixfvpy2vKSkpGDevHmy6rNIWJCUlIRvvvlGId1SpUoVmEwmnDhxQsbMJw0GX7x4gejoaJQtW1ZhFwPeBw8eUAkL22PlypUwGo1Yvny5rIXQtjr68uVLWYu0eIjSL6L+Z9WqVWV2KVGITqfDggULZPqMZcqUkW3Ujx8/xpAhQyhBUoECBWQBryAIOHHiBNq0acMNePPy8rBhwwZKnc8iZUhJScH333+P0NBQWfVeipcvX2LWrFkYO3Ysd6N+/PixquC8eD4f8a/DngRW//79VbURO3fuDI1Gw2w7EwSBJu7GjBmjsItSIeIzZktWZjKZZM86a2ZZJMAihM3wmp+fj0qVKtHnnAWTyYSWLVsyz0GKtLS0v53p0WQyYdOmTRg8eLDifUlPT0f37t1BCGGOqly5coVKZbACprt376J48eLQaDRMH8BoNFL2U14lODk5GfXr11e9TgaDgTnf+N8Ci8Wi2pmQlZWFCxcucO06nY5bQRVhz/4hVrB5Cc8TJ04gPDyc2akRExNDiYFsiW8EQcAvv/xCk7LSsRwRp0+fpqzuLB9Jp9NhzJgxdOSJlYzQarUYN24cXF1duUl5QRAQHR2NoUOH2m3r/xiwyvEhzI8CHwPSfwv79u1DhQoVmBvKs2fPQAhBUFCQYvBf6lx4e3tj9erVsgdl37591DGoUKECIiMjaRtkUlISgoOD4ebmhk8++QQLFy5ETEwMdWJSU1ORnZ393ryIq1atonIZPISHhyMsLIxb1RH193r37s20f/bZZ/R6sVphp0+fTu2ilqQUGRkZ1O7g4MAcDI+KiqL/hsdQOWfOHBBCVKUbbt26pWgZ/auh1+tx5swZTJkyBfXq1YODgwP8/Pzw/Plz3Lp1C4MGDVIEm76+vkhNTcWOHTuYOqOEWJmizWYz9u/fj/79+yt0PEWNRbPZjEuXLsmo3qXV0aysLPz666+KVu2SJUsiPz8fx44dQ4sWLWQVHbE6mpGRgWXLlinOX6zavHnzBhcvXlSwXBNirWzfuXMHOp0OCxculAWi4iG2Gd26dQs9e/ZUyNuIM1P5+fmIiopClSpVZHbpvX/+/DnGjx8vm7Fu1qwZfQ8sFgtOnz6NXr16UT3TSpUqyQLG3NxcbN26lbYs+/v7K8hQkpOTsWLFCtSrVw9eXl7MDoxXr15hyZIliIiI4Dq4r169wpo1a1QDDZ1O996sPe8bRLIvHh4+fMjVAAWsVQ1eMAn8c9/QaDTMtfTcuXP0OWORbOXl5dGgtlGjRszvuHnzJpycnODs7Mw9T61Wi5CQkL9V/kWExWLB8+fPZUlKg8GA9evXIyQkBBqNRlGBjI6OprODQUFBimu5e/duOi/LqiRfu3aNJstYdr1ej06dOoEQwp2hfPToEUJCQuDt7c3dFx88eIDatWsztQelUOvG+V+AvQSbvbnBDwWPHz/G0qVLERERIdOTFpOv4liAr6+vbA3XarUYPnw43a+LFSsmYx1OSkpC586d6drh6OgoK8TodDqFVKEtSeChQ4dkYwe2JH25ublYsGABHY0KDQ1VsO1mZmZixYoVNCnGClgtFgtu376NpUuXolOnTqrJCvHa/LftV4IgcAPPLVu2qJKlvS/4GJD+G3j48CEIsbISslroxLkcZ2dn/Pjjj7IH/+TJk7IXuFatWrJsj211p2zZsjRQevToESWHEI9q1aohMTERDx8+pKyyRYsWRZkyZVC7dm0MGjSI2YKh1+tx8eJFxQIihb15RbUX+l1aWdq2bataEZwyZQrc3Ny4rcxim1j9+vWZ57JmzRp6nXhyBPbINsQqamhoKNdBuHDhAlxcXFQddkEQVBki3wX2FtAjR45g27Zt2Lt3Lw4fPoxTp07R6k1CQoIiSCpYsCAlxoqJiWFWFqWB/t27d+Hr6yuzS9lDBUHA+PHjZXZ3d3fZ3OWGDRsU3yFtXbt06ZJsbpQQImvxSUxMlLXZSh11s9mMU6dOoWDBgjK7yDT75MkTzJs3T9EuLJJ/vX37FkuWLJFtoIQQtGjRgi72q1evVlzHihUrUufm+PHjCp1SX19fOouUkJAgm3slxMpkLbY5mc1mjBo1SmZ3dnaWOc+HDh2SzTZrNBoZmU1iYiLatWsnI7P57bffqN1sNiMyMpImxwghCnmnuLg4zJkzh7bF20oriSyv8+fPR3h4OHN2WmR63bJlC9V6ZUEQBK401H8L7L27anNXgLVbhCdrIAgCIiIiuO204t+z7qMIUQKrWbNm3M8QE29qvyUmJoa7zgmCoCoHosYOKwgC7t+/z12D4+PjsXjxYnz++eeoU6cOChYsKAu+9+7dK9PmlTK0CoKAmTNnyhJpM2fOlNltW6MnTJgg+/4zZ87I1p2RI0fK7Dk5ObSCTAhhtgOfP3+eJqlYMhqCIGD16tVwd3fnstSazWb8+uuvaNSokarGuPh5H6EOe9dIbUTCYDCo/n1aWprq358/fx47d+7Epk2bsGbNGixfvpyOfBkMBkybNg3ly5dX7HOAdS+TjqwQQmQzzc+fP5f9rW3CKz4+XpE4lhKz6XQ6tG/fXmYvU6aM7PcsXbpUlrh1cXGRMdE+evQIZcqUkX2G1E8TBAGzZs2S+QO2mtwPHz5Et27dZMndzZs3yz7jp59+wsiRI9G1a1c0atQI5cqVw8qVK+nn3L59G5GRkdixYwdOnDiBmzdv4tWrV7Qb0WAwYPPmzbhz5w434Lt48aLq7HtSUtIfQhCo0+m4/DJz5szh8r6MHj1aIQH5PuJjQPpvwGQywdnZGYULF2YGOitXrgQh1qrb4cOHZZk4QRAQFhZGXx5bqum0tDQ6b0gIUYjdXr16VfaCSh3BvLw8DBkyRPaCixurxWLB8ePHMXnyZDRp0oRWknh02jqdDp999hnXgQGAX375RbV19/fff1fNQm7cuFF1QR4/fjyzRQSwBtTTpk0DIQTR0dHMfyNqLdasWZP7PaJTzpOfyM/Ph6Ojo+rcg16vp/IUZrNZVUtPLVA3GAyq1OLHjx/HxIkTuZnfH3/8UXbvBwwYIGPkXb58ObU5OTkpKr7z58+X/b2tBpo0wCfEmjGVVkOk+priZjVx4kRqT05Ops9u//79qZSFeL3MZjMqVqwIQqxC223btkXx4sVlv1eUIypRogSKFCkCLy8vWfu77TUoVKiQbKOIiYmR2V1dXWVMirm5ubKg28HBQaEf1rFjR9ln2NLm257Drl27ZPYbN27Iqry2TNc5OTkoUaIEtS9YsAC2kLarT506VWEX3w1bR0WE+G4QwibcuXPnDq3OihVuKURJFEIIvvzyS8Uzb7FYaOtjnz59mJvxwYMHUbt2bXTr1o2Z+EpJScGcOXOwa9cu5js1d+5cDB8+nPtu79ixA926deNu4Ddu3EDbtm3/kIqevdndd6nW2NMgVgtab968iaCgIC4RzJMnT+Dh4cFl+dbpdOjbty/Kli3LtOfm5iI7Oxu+vr7M5IFer0dycjL69+/PvFcmkwlnzpzhylZZLBaMGzcO06ZN466fzZo1g7e3N3r37o2oqChZtcZisdC1w8HBQUEoZDAYaIXFy8tL4Tzm5eWhYcOGNMFj236flpZGn2dC5GzGgPX+jBs3jpvgefPmDfULbJ1m8Tv2799Pg1pbO2BtzRfb+9etW8e8RiIzM0+/V6vVokWLFqhUqZJiXRKxY8cOHD9+nJskevnyJVdTEbCu4/aC4atXr6qOH+n1eq4cE2BtfVabwdXr9Th37hx3DtViseDx48eqagcvX75UnVN9+PChatvvqVOn8MUXX3C1Srdt2wZ/f3+MHj0aly5dUqwhUs17T09PxTO1bds22X5ru8aeOHGC2hs0aKD4fHG+nRBrcto2IZSZmSlLfNr6qoIgyHg8lixZoviN0uQqq0PswIED1M4qLKSkpNB3wsvLi9mq26JFC/oZrFn9FStWULuXl5fC73n06JGMKdzNzQ1Tp06l+4bBYKC/083NDQ0bNsSoUaNkHQpDhw4FIQTVq1fHmDFjcOjQIZlfsmTJEhQuXBht27bF/Pnzcf78eVlwu337dlSuXBlt27bFhAkTFGRaZ8+eReXKldG1a1emT717927VmehWrVohODj4vRj5U8PHgPTfxPbt27mMmqmpqejduzf27NnD3FzPnj2LatWqYfHixUxHbf/+/XB2dsbo0aOZztThw4fh6OiIsLAwpuj9li1bUKBAAZQoUULWwpGYmIjFixfL2GdZQuL379+nm7ufnx9zY8rLy0OpUqXg6urKnLUBrJpnwcHBdH7PFnXq1EGbNm1Qp04dpoaTt7c3Ro4cidDQULp5itfTZDKhWLFiqF69OoKCguh3SDNEYutniRIl0KJFC6SnpyMhIYH+m+XLl6NZs2YIDAxEw4YNcf36dZw7d45W9DIyMrB+/XqUK1cOtWrVwoYNG7Bo0SKZRltcXBwSExNRv359jBgxQqbzJyIjIwORkZFo2LChgilTRHJyMooXL87U9xQhMnaGhoYyA9fdu3fDw8MDFSpUYG7mDx48QHh4OAghsudCRHZ2Njp06IDq1aujWLFiipYvi8WCwYMHY926dXB3d2fe17lz5+LLL7+E0WhEmTJlZAtrQkICunXrhrp168JkMmHbtm0yp+LGjRto3rw5atasifT0dPz222+yKkdKSgq++eYbNGzYEPfv38ewYcMUWb+LFy+iV69e9B34xz/+IbMLgoDFixfjyy+/BCFKkhfAGvgPHDgQjo6OikoHYN3A+vXrB09PT6ZOZmZmJj777DMEBwejQ4cOzGBt1KhRqF69Olq0aMEMZpYuXYqGDRuiSZMm3GCuefPmaNiwIfP9jI2NRdu2bdGgQQOmPTMzE3369EHjxo2ZdovFgvHjxyMiIoLrmP78889o06YNN2t87tw5dOnShfv3Dx8+xNChQ7lJq8zMTMyYMYPr0NWoUQOenp7c90WcIecRyYmOCo/52mQyoX///lTb0xYJCQkYO3YsmjRpwpRiev78OdavX4+IiAhK6iWFVqvFpUuXUK5cOXTo0EHhKIlMrDVr1kSvXr2YVbGUlBS0aNEC4eHhKFmypILB0mw2o0+fPvDy8kKNGjWYslTz589HkSJF0KFDB+Ys64kTJ6geMyFEQeyWnp6OmjVrokSJEtBoNMyk25gxY2jLL6sr5vr163RP6tu3L/Oei3tSoUKF0K9fP+zfv1/27C1duhQuLi7c+3Xw4EG0adOGW2mOjY3F0qVL0bJlS6Y9OTkZ27ZtQ8OGDZnPbF5eHn755RcMHDiQGQhZLBbs3r0bkydP5iZyT506hQkTJnDZvO/fv4+vv/6a27mUmpqKL774gtutY7FY0LNnT1U28E6dOqFx48aIjIxkvrtDhw6Fh4cH9zovXLgQrq6u3O84cOAAXF1duUnee/fuwcfHB02aNGHaU1JSEBQUBA8PDyZhoslkQq1ateDt7c3VgR4yZAg8PT3Rrl07pn3Tpk1wd3en4yK2ePnyJVxcXODo6Mj9nTVr1gQhVikkln8za9Ys+syHhoZiwYIFsuf+7Nmz8PPzQ/PmzZmcJUlJSWjXrh2qVq3KfB4MBgNmzZoFb29vJhuwIAhYtmwZunfvrqj4i9i3bx8mT56MKlWqMNfZ27dvY+HChShcuDCTkTgpKQnz58+Hj48PcyREr9dj9uzZCAoK4uqAfv/99wgJCeHO4W/evBnBwcFcDoVTp04hKCgIVatWZb53jx8/RmBgIDQaDQYMGKB4d81mM4KDg0GItZvpyy+/VEgudujQgSazmjdvjnXr1skSjGJ3iZ+fH8aMGYPbt2/LzvX06dMoVKgQpk+fzuwUSUxMxNdff83dK3NyclSTQM+ePUNiYuJ7T3r4MSD9k6DWmgRAdUMArM6SGqKiolQ/IzY2lulMA9aF6ObNmxg9erTCGdu8eTO8vLzg5+eHChUqcBdDqWRKx44dFb/XZDLRzFahQoUwfvx4xWIhbb2sWrWqImMrJa+pXLkyatSoIVvYpa2Xfn5+qFu3rqwiJwZf0gxc9erV6XmIDJZiltDX1xcBAQEyh6xKlSq09VGj0aBMmTKyc7x//76sNbJBgwaKayVtU61Tpw7zfixdupRWpFjBpth6Mnv2bMyZMwfz589X3Bez2Yzvv/9etSp97949ZsVNirlz5yoq8yISEhJgMBgwcOBAWZXh2rVr+OyzzxAYGEgXYtHxfPjwIQYNGgRnZ2dZe6ter4cgCIiJiaEVVSmbstFoRG5uLtLS0jBp0iR4eHigadOmslYbMQt57do1tGnTRvb3X331FbULgoCDBw+ia9eu9FkNDw+XLf4WiwW//fYbTVh07txZUUkRBIE+H1988QXXcQSAiRMnqjJFLlu2TJVZ+5dfflGViTlz5oyq/d69e1wdPcDaVs8T8wasVTO1NiSz2WxXgujP1HdLS0tTbfPMy8tTvf6iKLsaJk+ezK0kSQmDWK1ST548oZl3VqJq79699J0nhOD48eMy+6xZs2RazJUrV5bZp0yZomibkzptP/zwA0aMGCEb86hWrRq1nzp1CtOmTZPJbxFC6LqSk5ODZcuWKfSapYFIXFwcZs6cKeva+fHHH2XnefbsWVklpXXr1or7vm3bNioRRQhBeHi4wsFdvnw5Dh06xE1QGI1GbnJURGxsrF2CDx4rvAh7sjT29n57rZz2Wvv+U01De3Z772xsbCyOHz+OjRs3MtfHHTt2oFWrVihTpgyTZGvy5MlwcXGBn5+f4r3R6/Xo1asXfQ5sCcP0ej169uzJ7R4xm8346quvKNkcK4mzfv162uLp4OCgqLo9e/YM1atXp99hm8AQBAFLliyhLd7BwcEKkkqtVouePXuiRo0aKF68OEqVKoWrV6/K/s2pU6ewYcMG1TV6165dqvcrLi7OrjqDVDOchbt376ruYxaLxe57dfLkyf/Ibu8cjxw5ovrO7N69W/U6rV27VvW9nDt3riLIlGLmzJlYs2YNd79bv349VqxYwd1Pr127hmPHjnHXnuzsbLsznv8LLfYfA9IPGH+02K4gCMjLy7P74CclJaFgwYIICgrChg0bmC/ZzZs36YLepUsXphMhDSj79u2r+F5p6zIhSjZe2xkIT09PmRMjkiJJDynT7suXLxV22/bHGTNmyOysIF8kqiBELjwvxaBBg0AIUW2ruH//Pho1asStov4RUGspFpGSkiL7N6mpqVi9ejXCw8OpGHlubi70ej22bt0qIyGSOqsxMTHo1q2bbDZLWrm9fv062rVrJ7u+0vkzrVaLqVOn0sQGi4jk+vXrVBOXECJL0hgMBlqVENl/d+/eTe1iVUuv1+Pnn39GaGioLKEhdTLy8/OxYcMGDBs2jDqMts6UyWTC6dOnqZ3n2InX1t77+b+wAb3vyMrKUiWPOXfuHBwcHLj3asGCBSBEPn8lhdT5tmVBNhgMMsfYVu80JSUFxYsXl70/UmK1pKQkhV2aUMvLy5PNEYuHlBBk06ZNCpIy6RppNBrx3Xffyey2STmj0YgNGzbI5sVY7ZaCICA5ORlXrlzBL7/8gr17934Q78CLFy9UxzTssbV+CL/x30FiYiK3tffp06fo3r07s8VSnJUtUKAAc5wgPz8fw4YNUyRYpHbp6JJt0k4QBKxcuZImi1htty9evKAt2v7+/kz/5enTp5g+fToCAwPRp08f1ftoMpk+CFIZKbRaLfc3PXz4EBs3buTa79y5gw0bNnA/WxCE/2qW6I/49/AxIP2IfxkzZ87EypUruZlq4J/ziv3792cGrEajkW4YlSpVYlKB+/v703/TqFEjhQMvncUlhOD7779nnoN4BAYGylqQBEFQ6GXaMu3evXtXZmc5UlevXqV2KRmGFLm5uahWrRo8PT251wywBinr1q1TzVj+GcjKysKpU6doEKbT6bBt2za0a9eOzjs2aNAABoMBr1+/xvTp0xUER+KmfOrUKdlch22wfvXqVbRt21ZhF3UWMzIy8I9//AOFCxeW2aWyPDExMYpgVpoMEFuCxTY/QggiIiJkG2hmZiYWLVpE5zWDgoIUWdSkpCT84x//gI+PD5ydnZkSHwkJCZg5cyb8/f25EkZv377FsmXLMGvWLO4mnp2d/ZGI5AMEb14PsK5zVatW5TKFp6amUhmRI0eOKOx3796l1Z7g4GCFXSQjEg/bOdPo6GhZB4eXl5fM/vbtWwVJmK08lm1Q2qpVK8V57NmzR5ZgZFVtTCYTtmzZgtDQUISEhLz380yAte160aJFzNGZ2NhY9O7dG7NmzWL+7cWLF1G/fn3FjLmI3NxczJ49W5XszmKxcGeg/xvAm3kGrK2Ubdu25c5fi2MZvMBmw4YNcHNz43YExcbGonr16ggJCeEmB8+cOYOqVati5cqV3PO0WCw4efKkajfG+waz2YwHDx4o9pOMjAxs2LABLVu2VPhTRqMRe/bsQfPmzeHi4qLg3TCbzdi3bx+aNm0KV1dXZmt+ZmYmIiMjUbFiRcV4gQhBEHD9+nXs27fvP/yVH/Gh4WNA+jdBjZHVnsbS3413oUvv2bOnKuFIcnIyCLH25PNIRURHydnZmbnpdO3aVRZs2jo4x44dkzlarJkVKVFF48aNFXZBEGjbnJOTE9c5EJlTt23bxrQD1g22SJEifwjb2n8CMWu/adMmDBs2DNWqVYODgwMWLFiAgwcPonfv3gqJl2LFiuHMmTPo1auXQnaFEGu78+vXr2kl2PYoUqQIXr9+jW+//ZZpL1iwIJ49e4bZs2fLiBTEo1ChQnj79i1u3LihaFMkxKqPmJiYSKsxtnqnjo6ONJh88+YNJkyYoAh4pQQXN27cQP/+/WUtlVLH02w24+jRo+jUqRNt+bZlANTr9di7dy/at28PR0dHBAYGKlpM8/LysGfPHnTr1g2enp7MWR+9Xo+jR49i6NChzKAFsDpFt27dYkoX2d77j/hjYduuZ4urV6/SZAsLIsHU4cOHmfbFixeDEIKAgACmfcyYMfQZXbRokcK+aNEiamfNiMbGxsreBRYb4+bNm2lQWrRoUeZz9PDhQ0ocxKp8iTCbzdi+fTt3BvGvgtlsxp07d7B69WpZ9XUAOwAAIABJREFUFU2v12Pnzp1UX9q20iMGohqNBgEBAYpOiSdPnqBbt24gxMrQzfrejRs3omTJklztaovFgj179qBFixaqvoLJZLLbNv8hw2QyqQbk9+7dU91zb9++ze1OAKz3+rvvvuPOL4rncOjQoQ967TSZTLh27RoWL16Mdu3awdvbm643ubm52LVrFzp37kyTXx06dKC+W0JCAqZPny4j2pNWlTMyMrBkyRJZYss2CXD37l0MHz6ctuX3799fcY7i/h8aGgofHx/mLLrou0RGRiIqKuqPvEQf8R7gY0D6B4CX6f3999+5PeOzZ8/mZvbmz5+POXPmMAOXU6dO4aeffnqvNyFBEBRyN7Z48OABCFGyEUohBhW2xDQihg8fzs3qA//UhBWdKNYMwbJly+i/4TEKT5o0CYRY55p4EOV8bOdEbLFnzx7m8P+fBbPZjPz8fFy8eBFz5sxBu3btmDqbU6ZMkTG3Sg+NRoNjx47BbDbjwIEDMlIs8fj1118BWO+9LRsvIYRmmAVBwO7duxX2RYsWQRAE3Lhxg5LRSI+FCxciPj4enTt3lgWJUif68uXLMmkH6fHtt9/i0aNHGDJkCN10pUeXLl1gMpmwZ88eplZp1apVYTAYkJSUhHnz5im+p2jRonj9+jXN7o4cOVJGRe/o6EirnwaDAYcOHUK/fv1kUhFS5szMzEzs2LEDvXr1opUnW4ZUrVaLnTt34vPPP4efnx9atWqlICHR6XQ4duwYJkyYgAEDBjCdW4vFggcPHuDAgQOqbcQfskP2d4OVaJCiV69eXMZPs9mMsLAw+Pr6Mu16vZ629rJY0y0Wi4wZmrX+nDhxglZSpZ0IUkiDUh4pj06nQ58+fZjkSX83cnJycObMGcyePRutW7emQbgYxMfGxmLMmDGy9bFr1670ub9//z569eolqxZL9y+tVotvv/1Wtj6x5galchq2PBDiiIEoLcVj042Li8P48ePRsmVLuwzO9mZmP3TYW5cyMjLsXoP30Z9SW4vNZjMSEhJw9epV7Nu3D5GRkZg0aRIGDBiAFi1aoFq1apg/fz7mz5+P1q1by/YZjUaDzZs349ChQ+jbt69sdpsQaydGWloajh8/Lku4ikf9+vVhMpnw8OFDjBw5UvH3tWvXhslkgsFgwI4dOxSdbCVLlqSJ2bS0NKxevVomUaPRaGQEb1qtFrt378aQIUOoJFv9+vVliSCLxYKXL1/i6NGjWLJkCQYPHoz58+e/9yQ+HyHHx4D0P4DRaMSoUaO4g8w9evTgCqIvXboUZcuWZTqIr169gkajQXh4uIK4xmKxoFmzZihUqBBGjRola4sQBAErVqzA6NGjsWbNGkRHR8sYYVn4M5zMdxEdvnjxIpd9V0TFihVRvnx5bsA/ffp0EEJQo0YN5sJjNptp8MELasV2W3d3d1V5CNusoC0EQUDdunXfaU6Ed22MRqPqAnrp0iXcuXOH+ff5+flo27YtPD094eHhARcXF+o4ubu7Y/78+bKKsvSYPHkyvWcDBgxQ2KdNm0a/Z+/evYrqac+ePan93Llzigpn7dq1aXLl4cOHVHxePMqWLUvbv7VarYJkJSQkhNpNJhOtPohHUFAQdcru37+v0An19fVFZmYmYmNj8e233yp0SD08PBAfH4/k5GRMmTJFofXr4OCA69evw2Kx4IcfflC0eRPyT2mXc+fOISQkhBkwi7/PlmyLEGu7sngP5syZowi6mzdvToPNK1euoGHDhjJHoUqVKrRSl5mZialTp6Jhw4a0mu3v70/JM8S26pkzZ6J169bw9PREoUKFZK2DmZmZOH/+PFauXIlhw4YhPDxcUZ01m82Ij4/H+fPnsWXLFlWCpY9QR2pqqmoy69mzZwgMDOTaY2Nj4e7uzpVVSU9Pp0yRPCKntWvXghCCTz75hPs9q1atgkaj4SYSxTbAyMhIRdtubm4udz8ErEk9nvwWYJUyWrVqFZN0KCEhAY0bN0aVKlVQuXJluneEhoaiTZs2iIqKUjjOhBBMnz4dgJWUxPadK1myJF3PN2/erLA3adKErsXR0dGyBBQhRMYFkJKSoujsaN++vew37N27V5bsq1mzpiwpnZWVhXXr1tG5X1dXVwXLfmpqKo4fP445c+agU6dO+PTTT+2SMNnC3t79Lj6DvUDgXYJktZEgwH4QqdVqVbu5TCaT3fne/2fvu6Oiutb299BRFFAjIhZssTc08FOjYhdRATsoAhYExYYN0RgRayxgA7GhiQ2MBcSOvYEoooAoCoIgIqj0MsPMeX5/zHf2nTPnnCHf/W7JzfVda69k+Q4zp+zy1ue5ceOGqK6qqopHL6Qq6enpCAgIEGxHAoDo6GhMmDABR44cEUTp/vnnn9GwYUO0b9+eYkvMmDEDy5cvx6ZNmyjqvvowMzPDlStXKBWJ+tizZw8+fvwIb29vXrWTvr4+nj59ivz8fCxcuJC3ZgwNDfHq1StUVlbCz8+PN+d1dHToGj506BCvh52Qv/XKZ2RkCAa32R51hmHg7+/P62Fv27YttWuTk5NhbW3N4y53dXWFTCaDXC6Hn58f7O3tYWtrC2tra3Tu3BmWlpaYMWMGiouLcevWLcybN4+2okVGRuLWrVtISUnB169fUVlZicWLFyMsLAxPnz4VnFOhoaHYs2ePKMDU3bt3sXPnTlFf4d27dzh27JioDfr161c8e/ZMdF39EWwQQDnnX7x4USsQ1r9Lvjmkf6dUVlbCzs4ONjY2gvqKigrUqVNHtL/k+PHjIETZ9yY0kVgSbQcHB15JUEZGBl2Ao0eP5mx4MpkM06ZNowvT0dGRGrIMwyA6OhqrV6/GxIkT0a1bN1GnkM1kaSqHefv2rUbAj5SUFNHy1MzMzFrRDLt27SrKMQr8jbZBE4Jbp06dYGhoKOqYS6VS6Ovri4IRAcpnYWlpiSdPnmgst71586ZGxDyGYUT7JgDle3VzcxM9rNnMYps2bbBs2TI8evSIs0GFhobyNndra2satFBFRmbHokWL6PxjSwPVHSH2ns+cOcP5Xi0tLTRq1Ig+2+fPn9MAQLdu3eDn5weJRILHjx8DUEaq2b7T5s2bIygoCIT8rVSWYRjKBVi3bl1qwLHZVwDw8fGh18A6lqooqEePHuXdg6rR8Pz5c8rByw5VLt+qqip8//33HL26ka/O9atOYs+ubXYMGjSIM2/S0tI4B2j37t05a7yyspJTcsxGrFVFNbjQpEkT3rxTfdempqa83tcLFy5Qfd26dfHgwQOOPjU1lT5fPT09Xu90WVkZzcpJJBLBiogtW7agW7duaNWqFRYuXMjbx549e4Zly5Zhw4YNOHfuHO/vq6qqcP78eR79kKpo0j158gTr168XNWwzMzOxevXqWktua5M/YgiIUd+wIpVKRUnNWdHEhQwoe/uFuP4A5TXeu3cPurq6gj2LNTU1qKmpQffu3QW5SKVSKaqrq9G/f3+Eh4fz1kRNTQ0KCwthaWlJsx+qz0Uul+PevXto2LChYFk5izSuo6ODn3/+WdDoU62I6dChA3x9fXH9+nX6flXRV9kxf/58Whmjrl+8eDHnGtUNeHXkT5a6gZ3z6qicERERHL362fj06VNOdcazZ884+tzcXBo0IISPtl5WVsYJxgnR16hyV3bv3p3njBYWFqJly5YwNjZG48aNMWTIEJ5Ttn79eri6uuLUqVOCAfP3799j6tSpoq1Fcrkcy5Yt0+jsnT9/XrCqiRWZTIaJEyeKnrdVVVXw8fERtT8qKytx8uRJDkidqigUCjx+/BidO3cWRV9l7Sz1vZGVly9fQldXF4sWLRI8s+Pi4mBoaIgmTZogLCyM95nbt2/T4K5EIoGNjQ0CAwMpJUhsbCwv+EuIMkB7+vRp3Lx5k+eIWVlZ0SRGXFwcry1F1R5NT0/nVUup8q6WlJRw5iMh3LYnhmGoncoONsDDyrp16zh69eqLu3fvcnrcBwwYwHlORUVFnAB2o0aNeAG1KVOm8GwaVbtIla+VEKXTvWvXLrr2s7KyeM9BIpFgxowZlFVAFfNCX18f1tbWmDt3Lk6cOAG5XM6ptOvatStWrlyJhw8f0vn74MED6OjoQCKRwNbWFvv27eOszezsbDRs2BB6enoYM2YMjh49yll7xcXFsLCwQIMGDeDk5IRdu3YhOTmZ3kNRURFatWqFVq1aoW/fvpg0aRInwPn161cMHz4cBgYGmDBhQq3n0b9Lvjmk/weJiYkR3VS/fPmCc+fOiUZ8Hz9+jKCgIFGD6uTJk3BxcRFt+t+9ezc6d+4sCJetUCiwePFi1K1bl0cfU1xcjM2bN9PIlbOzM+/vX716RTcac3NzUaLzPn36wNzcXPQePT090a9fP1FAgClTpmDhwoWYM2eOYGSoV69eOH78OFxcXAQPhTFjxqBfv35wdnamv6F6uERFRWHUqFHo1asXfHx8UF1dzTHGPn78iKKiInTs2BGjRo1CUlISdu7cyblfhmHw/v172NjYYP/+/YK8k4CSe23mzJmi3Gn379+HlZUVGjduLFhiVVVVRUGcxowZI/gZdRAf9gBiy75UnRAdHR0EBgZyNvcbN25wMqdeXl6ce83OzoapqSnmz5+Phg0bwtzcnDM/KyoqYGVlhWnTpqGqqgpWVlYc1Fo2wzpo0CAkJyfj1atX8Pb25txDUFAQLCwscPbsWVRVVWH8+PGca7h06RKMjY1x4cIFJCYmwtbWlqN/8+YNGjdujEOHDsHX1xf9+/fn6EtLS9G7d2/Mnz8fjRs35hGCKxQKTJs2jUZmu3fvzjMUtm3bRhGc27Zty3MUrl+/jhYtWkBPTw8WFha8vtDMzExYWlrC2NgYjRo14vXCVFZWwsrKCt999x3q16/PO2AZhsHkyZNhbm6OunXrCiJVbty4EU2bNkWdOnUEy0GvXLkCCwsLGBoaCmalsrOz0aZNGxgaGgoGfWQyGfr164c6deqIBnxYPsLo6GhB/Z49e1CnTh0cPnxYcA+5c+cO6tati1WrVglmEQoKClC/fn2MHTuWh67MSrt27TB37lxBw5ntDxfbnzZv3gxC+D2CrDAMg5CQENFS2urqapw/fx7jxo0TDSI9e/YM3t7e8PPzE9RnZmZiwoQJmDx5suA9srySCxYsEOTHrKqqgr+/P1xcXNChQwde/yeLWNqlSxdMmTIFXbt25aH53rp1C+3bt8fEiRMhkUjg6OjIWTO5ubno27cvbGxsaIBI9VySy+WYOnUqPVNYJG5V2bNnDzU827RpwwsQJiYmcva1bt268Rw+VfJ6dhgbG8PT0xP5+fkYNGgQ3dtat27N6wv09/enVGKzZ8/mzcnz589TvIBFixbx7iElJQU2NjaoX7++YFlzYWEhhg4divbt2wueq1KpFK6urujZsyenqkRV1q1bhx49emDy5MmC+jNnzqBDhw6C/MaA8uy2tLRE9+7dBat1ZDIZWrVqBT09Paxdu1YwWKMKSNe9e3cePy6LXl+3bl1s2LCBV8HEvmtTU1PB3sy7d+/C0NAQOjo6uHTpEk+fnZ2NZs2agRBudQ4r5eXl6NatG4yMjNC5c2feWckwDCZOnIh69epBIpEIgkr98ssvdD4JIeTevHmTVqAYGxvz9pDPnz9z5uOwYcN4pfAsJRQ7OnbsiOjoaPpbYhnMunXrYtGiRTTgzo4GDRogKCiIBmuSk5M5ztzkyZM5Z1VJSQk9QwhRtnyoB4kGDx5Me0NdXV15z2Hp0qUUHXvQoEG8DN3JkyfRrl07SCQSdOrUiTefnj17hlatWqF+/fpo0aIFz8778uULOnbsiIYNGwr2jSoUCgwaNAimpqYwNDQUrCKZN28eDZ5u2LCBdw/79++n1Q2dOnXiBTESEhI4z3nUqFGcM1cqlfLeUceOHREcHEzfuXpVFmuDOTs7IycnB66urjy9trY2xo4di9evXyM4OJin19XVxeLFi1FSUoIHDx5wdKamppg1axadl5WVlbSyy8HBgWczMAwDR0dHTJky5U9dwv/NIf2TSnV1tcaJo1AoBBE/WWH5wDR9/8GDB3klKampqZg+fTrGjh2LoUOHYvz48YIRxLVr19LF4e/vz9sEFAoFpW1p3bq14LX07duXs5mqR+4HDRpE9T/++COcnJw4G+7gwYPpRmNhYYEffvgBR48epfo9e/ZAT0+PRqU7derEMSQKCwthYmJCy06MjIx4Rt+KFSs4PYXqvVEVFRXw9PSk92pkZMR7FllZWZwern379vGeRWpqKge1tn///jwjOzIyEjo6OhgwYAA2btyIxMREzgFRXl4OLy8vdOrUSZRT6+PHj2jUqBHc3d0Fyz/Y0qHBgwcLOirFxcXIz89HRkYGj5ssLS0NK1asQLt27WiUly2rKigowObNm9G6dWv07NmTRujY95mfn4+AgAA0adIEHh4eALg8kTU1NYiIiICNjQ1WrlwJQGnYqBrx+fn5WLNmDQIDA8EwDDw8PHjO2ps3bxAdHY3KykqYmpoKcvmWl5fTLKUY2EV1dTX69Okjyp8mk8ng4OAgClQjl8sxe/Zs0Yy5QqHA6tWrRZEG2bJITRn3iIgI0d8HlA6hpuqCtLQ0jai/Hz9+FHUUAWVGRxOKpkwm01gloVAoNGZAGYYRLYcDlJkcMWcZUB7ip06d0vgdx48fFy2DrampoWBmQqjY7969o73G6uWZgLL0unfv3nTNq5dEX7p0idNPrZ65jI2Nxa5duzhldap7S1paGmJjYzmGsbm5OXUGa2pq8PHjR55hfPz4cU6G8uLFixy9vb095zpKS0s5GX1dXV1eFlQ9U6LeA5aTk0PRhlUNNn9/f2rkshRc5ubm8Pb2xtWrVznXWVZWBgsLC/j4+AieWTKZDCEhIXBxcRHNvFVXV+OHH34QbRNhGAaenp6CJZas7N27VyO42IULFzSuixs3bmistLl586bGMtxr165pbB05f/68IAIqKwcPHsT27dtFS7vXr1+PHj16YMCAARgzZgzWrFlDnUKGYeDr68uZC6pnskKhoFRIhCjB6FT3YIZhcOrUKY6jpb6HPXv2jMNRrt5bX1xczKFLsrCw4DiLDMPw5rx64D4qKoqjNzMz47xTNtOs+pk2bdpwbLKFCxcKOpwDBgxAfHw8UlJSaAa0WbNmmDt3Li5fvkznXklJCebMmQM9PT0sXbpUkHM5OTlZ1BFjn4WTkxOmTZsmeN6Xl5fj7NmzopliuVyOoqIiNGjQQLTMs7q6Gj179hRtOZDJZBgzZowol2lNTQ2cnZ15PMyq1+Dm5iZ61snlcsyYMUPQrmK/39vbG97e3oKBfjajb2VlJVqiHRgYCH19fUydOhV3797lPWuWa97U1BRTp05FREQEp/Lm3r17IETZ/sPaMLGxsfR68vLyUK9ePTRs2BCTJ0/GwYMHOXuAQqGAjY0NXFxccOHCBcEKkrCwMEF7hpX8/Pw/tTMKfHNIv8nfIY8ePYKhoSEmTZqEa9euCW50Dx8+pBuwt7e3YImA6oY+a9Ys3iJX5ZckhI9gu3r1ao6+efPmnIX68uVL3mGgvimqouwSwi85yc/P5/QcCqEm3rx5k9NfJGRER0dH04b8tm3b8gyikpISxMfHIzw8HMuXL8eYMWMwYcIETiYhJSWlVgoANvOoSfz9/WtF+lU9fBmGQWJiIgIDA2FjY4OePXtSI/7Tp0/YuXMnx7AOCQmhf3fnzh04OzvT56Ovr88B83r69Cnc3Nxo0MDCwoKzkRcXF2Pbtm302XXs2JEXhX3+/Dnc3d2hp6eHVq1a0YOVfXYKhQJXr16Fvb09TExMaEmTqgPAouaOHTuWRu3VS+ZY0CXWSRNz+tlnW1t/Um1o2kIGiKrU9p7/3WjOfxXR1JZQUFCA5s2bi/ItXrx4ERKJBNbW1oL6ZcuW0XWjDqomlUoxcOBAqtfX1+fskZ8+feL1Ky9dupTqMzIyaKZJdbDOVHZ2NocWiR0sjY1CoRBExdbS0qJzNzc3lwPSww5HR0d6HY8ePRIEG3N0dKRz9OTJk5g6darg2LhxI6RSKQ4fPoy4uDjRPiqpVMrhORaSt2/f1lquVhvuQm0gQrWtu786OJhMJkNmZiZu3ryJw4cPY82aNXR9MAyD9PR0hIWFYcqUKTAzM0ODBg0o0r5cLseVK1fg4eFBsQhMTExof7pcLkdYWBjnvCHkb32JbKBOncpowoQJ9LnHxMRwOHEJUWaz2H09Pz8fw4cP5/UMt2zZklK7hIaGomfPnjAzM+P0OBoZGSEqKgolJSVwdXXFzJkz4efnh+3bt+Po0aO4dOkSEhISkJ2djatXryIgIIAGb4Vk+/btGnvzs7KyNAYlAWVvsqY5/+7dO40BCgAae78/ffokukfK5XLk5+fXiv6uKQADQBBxV1VqO0vFQNhYefr0qca+56tXr2oM8vz++++4c+eOqMN37do1XLhwQbQ95O3bt3jy5InoNchkMtHS8r+SfHNIv8n/ShiGQVRUVK1ACcuXL4eOjo4oLyPDMHTD79evn2DER7VfRp1DEuD3BgQHB/N+Q7Wp3szMjGcsqFPDCNFqsKV97MEmJKrXItZzUlZWhqVLl0JbWxu///674GfU5Z8FOqUqMpkMSUlJOHz4MHx8fPDzzz+jpKQE0dHR8PT05PDBmpmZ4fXr1zh16hTs7e05kWxCCCZOnIivX79i165dlAJCdWzfvl0jmi0bDc/MzMTChQt56IDss1UoFLhw4QLNULFDNeNXWlqK3bt30/JbIaNfHTV35syZvOf18eNHbN26FZ07d8b3338vmFErLS3FsWPHMG7cONFIMcMwePr0aa2O6jf5z5KEhASNmeSAgABYWloK6uRyOUW3XrduHU//+fNnjvGsnplLT0/ngHA5ODjw9Kp0DYQQTibi69evPBTMNm3aUD3DMDh8+DAP3GTjxo30M5WVldixYwePl1jVOWQYBqmpqQgKCoKdnR3NDM2fP/8/xkGTSqWCzmZ5eTnOnTsnSsn0/v17bN26VTTjyAa6anN0/4rCMAxevnwpSKtSXV2NqKgoODs7o3///rwAXFJSEubPnw9TU1OYmZlxAgksN+iUKVNosFMVS4B95suXL6fOa9OmTXktKjdv3sTatWsxePBgGBoaomPHjjzbRyaTIScnB/Hx8Th37hxCQkI0Vnb8J0hFRQXu37+PoKAgBAUFcRylwsJCREREwNPTE99//z1v3n/58gUnTpygrTFCVTAFBQU4duwY5s+fr7HaoLCwsFZwq2/y15FvDuk3+YcLwzDo16+fRkCiwsJCmtUU27xZcCZdXV1BrtL4+Hhq/IjRujg7O9PPzJ8/n6eXy+WcpnmhKFhVVRU9tDw9PUXvaePGjSCEcEqUhCQpKYnXz/GvkqqqKjx+/Bj79u2Dp6cnevfuzQHa6NKlC0aMGCHYr2VgYIB9+/bxUGjZ0apVK9y+fVsQWY8QgoEDB+Ls2bM026k+pk6divv372P8+PE8qHlCCObNm4fy8nLs3buXBzxECKGlvunp6ViwYAEPTXfYsGFgGAYKhQKxsbGYMGECB2XQ0tKSlhhXV1fj9OnTHKdbT0+PU6LK8reNGzeOPq9t27Zxnnd1dTUuX74Mb29vNGvWDEOGDOFFqxmGQXJyMnbs2IHp06eLRoMrKytx9+7d/4pI6X+aaIquKxQK0Z5AQOkUtm3bltdvzUpaWhrNFgn1C7PgKYQo2xKE/l7VWVR1JgHlnqCO2KmelUlPT+dkpdq2bcvbv8rLy7F582baAqGOEqv+m7GxsVi+fLlo2fu/WhiG4azN9+/fIzIyEr6+vujbty/WrFlD7/nDhw8ICwuDvb099PX1YWVlxSlB/vTpE/bu3UuDbkLgOqmpqVi9ejXatm0r2mNcXl6O8+fPIyQk5D/Gcf9nSHl5uWiGqqqqCidOnBClmvv8+TN27tyJvn37CmbKGIZBfHw8fH194erqKprlkkqlePjwoWjp6Z9ZGIbB169fkZiYiHPnziE4OBiLFi2Ck5MTfH19ERcXh7CwMMyaNQvdu3enZ56VlRVyc3Nx5coVLFu2DD179uTsE4cOHQLDMHj27Bk2bNiAfv360bNbX1+flpDK5XI8fPgQa9aswQ8//ACJRAJdXV1ef+/Hjx8RERGBuXPnonPnzvD19RV8pzKZDMnJyTh//vyfvgz1m/xx+Yc7pISQw4SQAkJIisq/NSCEXCeEvPmf/5r+ke/65pD+Z0pZWVmtCLrPnz+HoaGhaNkj8Lemf7ZnUF2+fv1KN8a1a9cKfkYVdVAsc8nSx7Rr1070WliEWzHUPuBv/UViFDOqolAo/lccWbVR6WRmZiI8PBy7d+/Gpk2bsGrVKixcuBAzZ87E5MmTYW9vj86dO/Ng3lXH6NGjkZqayqMnYAeLZvv27Vte1kVXVxcJCQkAlAaAusNoZGSEd+/egWEYXL16lYdq17hxYxQWFuL69etwcHDgQb03a9YM+fn5cHNz4+kI+VuPz5gxYwSv3cjICImJidi6dSsFLlEdEokEd+7cQUJCAubNm8fpUWJHUFAQqqqqcPbsWUyePJmHcMgCNBUWFuLo0aMYP348J8Pbtm1b2sv04cMHHD16FNOmTaMOvKGhIacHpLCwEFFRUVi2bBn69OkDXV1dBAUFcd67TCbDs2fPcOjQIcydOxebNm0SnFcymQwvX76slQ/zm/xzpKioSON6T0lJwfTp00X1V69ehba2tmhPcVRUFLS0tKCvry/4O8nJyTSQNHHiRJ6eBcJj56oq2iYrMpkMK1eupOtPLOBYUlKCdevWwdjYmAMYVZtDpcmwZBhGIxpySUkJsrOzUVZWJvg7hYWFSEhIQHR0NPbv34+AgAB4eXnBwcEB1tbWaNasGYYOHYr169dj/PjxnKoQQpR9is+ePUNgYCCPlsrc3Bw5OTkoLi5GeHg4hg8fLoocmpmZiY0bN6Jbt25Ub2try7n3nJwchIZdYFSfAAAgAElEQVSGYtSoUTAwMKDfr/48srKyEBkZiaVLl4oCc32TvwnDMBxcBqF5olAoaFBCJpNpnJNlZWUaW2iys7N5701VHjx4gHv37on+xqlTp7B//35cu3YN6enpvEzhqVOnsHDhQvj4+MDb2xtz5szBrFmz4OHhgenTp6N///5o2rQpGjduzAvOqp67QsFn8j8B5h9//FGQt5sQJbr8rFmzBGnQCFH2sx85cgSTJ08WPE+PHDmCnJwcHDt2DLNnz+ZUMhFC4ObmBoVCgc+fP+PGjRvYsWMH3Nzc0KNHD+jp6aF+/fq0MoVhGHz58gUpKSm4du0ajhw5go0bN2LLli3/ERnW/+Zgk6r8MxzSAYQQKzWH9BdCiN///L8fIWTLH/muv5JDyjCM6MJ49OiR6IRkKTOEpLa6/z+zXL58GadOndL4mQULFqBly5Ya6RAaNWqEOnXqiEZPMzIyQAhBixYtRA3CzMxMEEJqpX758ccfKYm6mNTU1ODEiROiOk28aE+fPhV9pywQg62tLXx8fBAWFoaHDx/SA1EqlfL6YVWHtrY2Nm3ahJiYGMHso6OjI6RSKbKysmgJoepg4eJzcnIES23ZcunPnz9j6NChPP3BgwcBKKPZU6dO5elPnz5N75MFL1EdqkinQvQ07N9nZWXB0dGRpw8JCcHnz58RGBjIA08hREnt8uXLF8ybN0/wALa3t6c8pEKHe/v27VFSUoKnT58KHtDGxsZIS0tDeXm54PVpaWlRapWDBw+iQ4cOou8gLS0Nc+bM4WW3x40bB6lUCqlUiqNHj8LPzw8ODg5o3749dHR00KVLF9pr8+bNG1y5cgUHDhzAmjVr4OHhgQkTJtByYhYwKDc3FykpKbh//z5iYmL+lATyfxWprc9pz549GqlfWNonsX6spKQkmJqaCtK6sLJlyxZIJBLR1oSMjAzcunULFhYWgg60aj/b169fsXfvXmpwZ2Rk8NoqVIVFzlZHK2XF1dUVffv2RWBgIBISEniAbmz2RldXF2ZmZujYsSP69euH0aNHw9HRESYmJqL7o7u7O48fmR1eXl6IjY0VXNf6+vqIj4/Hy5cveRQZhCgDZXl5eaioqBDcn5s0aUIBsSIiIngZKAMDAwr2V1BQgHXr1mH06NGcjLerqyvNRD98+BDHjh1DcHAwVq1ahTlz5mD8+PH0TCouLkZaWhq+fPkieh7m5eVpNJCLi4tr7V/X5IgByuxzbTRHtQXPYmNjNTqMLG+3mGRlZWH9+vWi91pZWQlbW1vRCq7Kykq0bNkSv//+u2hmtk6dOpg2bRqP4gdQrgcdHR0YGxtj/PjxOHDgAId3/tWrV7ygZ9OmTdG3b1+4uLhg8eLFonOWHargTqpDIpFgy5YtCA4OFrQHevbsiY8fP2L9+vWC+jlz5iAxMVHQFiCEYP369bh79y4PaZgda9aswYcPH3jtAuwYO3YsZDIZ1qxZI6hv0KABEhISkJycjI4dO/Ko3Agh6Nu3L3Jzc+Hl5YV+/fqhT58+sLa2Ru/evWFlZYUePXrA3d0dJ06cwLhx4+Dt7Y21a9ciNDQUZ8+exYMHD/D27Vt8+PABLi4uWLNmDc6cOYO3b9/y1k5gYCBWrFiB2NhYwbURGxsLV1dXXLhwQdAP+PLlC8aMGYPjx48LrguFQgEvLy9ERESIlvbv2rUL9+/fF13XDx48EESj/zMJ+WeU7BJCLAnXIX1NCDH/n/83J4S8/iPf82d3SMPDw9GqVSv06dMHTk5O8Pb25vQSsSApnTt3xqhRo3ggJSkpKRgxYoRg7xCgjLDZ2dmJ/n5AQACHdkNVsrKysGDBAo0omDKZTJSol5XaygM1RZ8UCoXoZv9HDNsVK1ZoRMkEgD59+ghC9LPCMAxatmwpipTJyuDBg7Fnzx6NWYzHjx/jl19+0fhbmpzs/Px8jRQRcXFx0NLSgqurq2C/0alTpwQ355YtW2L06NHw8PAQzB5aWlri0aNHCAkJEXSmWF6qyMhImtHT0tKizg4Li//gwQOa2dTX16dQ5g4ODmAYBu/evaNGma6uLi1hHj16NBiGQXl5OeUZZQ0pQpSZRfb5ubu7Uz1b2qta7rhz507e9Ts6OtJ5Fhsby+t3s7W1pe81MzOTZzh26dKFHiJSqRS2trYcvSoyKcAH06pTpw4HXfHy5cucQ1xLS4tDtSHEe6baa11dXY1evXpx9EuXLqX3yDAMB32VEGXWS7XccO/evRx9v379OPvP7du3OaAdbdq04SB/vn37lmOAGxsbc7JzNTU1mDZtGtq3b48OHTqgU6dOCAkJ4ayf48ePw9PTE6tXr8bu3bt5vbVv377FgQMH8OzZM0HQDYVCgbt372pck7X1atUWHf9XRaZrq4b4I/2Dubm5HEAwdXn48CFWrlwpihSZmZmJ4OBgmJqa8rKNbPZozpw5iIyMRJMmTTjltnK5HOXl5fj+++9RUVGBL1++YPr06TQgJpfLUVhYCH19fcEgqkKhwNOnT0GIkhZG/XkwDEP5e01NTbFt2zbeu1Pt5SdEmd1xdXXFiRMn8PnzZ/j7+4sa5pMnT+ZwGLOjXr16NBC0fft2nn7GjBn0WtkqGdVx/Phxen1PnjzhGMZaWlqcPtpPnz5xMq/a2tqcLLMqajM71M8T9WDd1KlTOe/p0aNHnHWtr6/PyZ5KpVKandXR0YG5uTm6d++O0NBQep/bt29Hs2bNMGPGDJw6dYrXM/n161e0aNECmzdvFsxaKxQKuLu7Y9GiRaL2w40bN9CzZ0/R4IlUKkXLli05HNSqUllZCS8vL4wfP15w7ygvL8epU6fQoEEDwSqsmpoaSjU0b948wdLylJQUGBsbo2nTpoLVVffv36fo0qNGjeJVhV2/fp0DGjZ48GBcvHiRPucrV64IBh7ZUtWNGzcK6tUdM6F/b9OmDcLDwylVk+owNDTE2bNnkZubyzmP2dGjRw98+fIFlZWVGDlyJE/v4OBAn9fcuXN5ejc3N7qvhoeH8/TTpk2j+hcvXvACRba2tvQ8Lisr452FjRs35oDICaEZz5w5k+4fV65c4dlFOjo6WLduHWQyGfLz8wVB1wghmDJlClJTU3lBdCMjI/Tt2xfe3t44deoUjhw5wnm+w4cPx9atW5GUlASFQoG0tDT6royNjeHu7o5Lly7RBEVeXh61O+rVq4eZM2dy0HzLy8vh4eEBQgilnVI9GxmGwfLly0GIMsjl7e2N69evc9ZGQEAAJBIJunXrRjlUawsc/auF/Isc0mI1fdEf+Z4/u0OqyvvYq1cvHoXCzZs3oa+vDxcXF0HD6PXr1+jVq5do2ceTJ084RMbqcunSJQ7Br7r88ssvWLt2raA+NjYW7du3h4uLi+DfMgyDXbt28Xge1a9/xIgRonDgT548ga+vr2iP0JUrVxAVFYX9+/cLPp8DBw4gJycHe/bsQXp6Ou/QyMnJwcyZM7Fz505cvHgRZWVlHPoF9rrt7e2xZMkSFBQUCPKesRGwsLAwwV4euVyOgwcPYvPmzbC1tRW8lzt37tAovNAhnZ+fT0tSnJ2dBQ9A1WintrY2ZsyYwenlEjoctLS0MH78eNy9exdLliwRNMTY6/n111/pYcUSZqvyUj158gTa2tro2rUrEhIS0LdvX/Tp04ceDvn5+TAzM6O0Lnl5eWjRogXNaLBUKGZmZrh37x4AwNramr4ThmEwc+ZMGBoaIiIiAjKZDM2bN+e8s5CQEBCi7HO7c+cOTE1NOU7H3bt3oauri6lTp2LRokUwNjbm9Fzm5OSgSZMm+OGHH9CmTRvUqVMHGRkZVF9VVQVra2tavqirq8uLXs+aNYsadRKJhGfg79u3DxKJhB5y6hnx+Ph4aGlpUadUPStUWFiIhg0b0r9XL0lXKBSwtram73DOnDm8Nejl5cU5NNWDHIcOHaL60aNH86Kuz58/5xgA6hUG1dXVtG+xd+/enGfICms8t2vXjodIDPzNeG7YsCGCgoJ4a/zKlSv0GTs5OfH6Fj98+AAjIyO0aNECP/30Ey+6yzAMunbtimnTpokG1ry9vbF9+3ZBHaAEIxML6gHKIJFYxQOg3AOFHCxW8vLyKDCIkJSUlGD9+vVwcXERRHeVyWTYs2cPAgMDBTOSLMicv78/WrZsiZSUFJ6RkZSUBCcnJzg4OMDV1RVxcXEcXsXCwkIMGzYMEydOhK6uLj59+oQ7d+5QZEy5XA4XFxdK07V+/Xr62+zesH79eupsNW/enOfEnDt3jtMuMHHiRE4m4c2bN7y9y9LSEidOnKDPVigLompgCvWuW1tbU2eCNejY0a5dOw42QVBQEM9wVt2nb968SecrIUq6M1XJysqCsbEx3Ts2bdrE0VdWVqJLly400CcU3JwyZQp9Tj///DNPv2PHDvr7QueIKrq9paUlzxmrqqrivId+/frxnC3VvYc9i3x9famdsmDBAqqrX78+/Pz8OHv4sWPH6Ltq3bo1r0/w9evXNGj43Xff8Uq/KysrYWlpCR0dHWhpafGA6AAlVyobXHVwcODtLcuWLaPZRWNjY14w7OTJk5znMGHCBM58VEfo19HR4XCUS6VSXuDT0NAQmzdvpk6Aemk3Ozp27IgDBw7w5uMfHRKJBFOmTOE4QaqDxVrIz8/nVfuYm5vTzLNMJkO7du2go6ND35c6f62TkxMkEgm1F/r06cM5SwIDA6kdQogSJ0K1CuzSpUuc3x8wYADnXWVlZXFKhtXtYZlMxgF1s7Cw4FWRqfa/a2trY/fu3ZzzUr2iqnv37pwz//bt27xnOHToUPqcKioqBJ9z586dERoairKyMkEAR/Z6XF1dMWnSJEG9qakpZsyYIRgsY9dPQEAAfv/9d0F9q1at8NNPP1H6H/XRoEEDuLu74/Xr17ySaG1tbYwePVoUhPHfIeTP5pASQjwJIU8IIU9atGjxL3gEf78UFxfDysoKkZGRok6bKhGykPwz69vlcrnGkpaamhpRSPGIiAjMnDkTa9asES3PYUuQxAy+sLAwEKLM4AmRU7MRcUKUWTJ16O4TJ07QQ6d3795wd3fn6C9evIhWrVrBwMAAZmZm+O677zgR17dv32LYsGE0I9aoUSPs2bOH6hmGwdatW+Hm5kY3evVStffv3+PkyZN006xbty7PCCgvL4eDgwO9F3VyekDppKgegOo8oAzDcL5D9SCcPXs23r9/j8uXL1Ojy8TEBEuXLuUEA169ekWjZHXq1KGAA6zI5XIcO3YMMpkM33//PaZNm8abH7GxsfRAWbFiBS8DlZSUhNLSUmqMqjtz2dnZOHnyJDZu3IiqqiqOs8gwDB49eoRp06ZR3jfVzCLDMLh16xbGjBmDuLg4VFdX8/hrX79+jZkzZ+L9+/e4dOkS9u/fz9HX1NQgJCQEeXl58Pb2FixxzMjIwJs3b2BhYcEDeAGUBlFycjKMjY15Rid7nc+fP8f3338vCJQFKAFL+vfvL0hnBCjn5rhx4wTJyAGlMzZ79mxMnTpV0NkpKirC8uXLBd8hoDzIN23aBHd3d9E94MCBA5g9e7ZoGXl0dDTmz58vukc9fvwYy5YtE83uZWVlwd/fX7T3r7i4GD/99JNov3lVVRUCAgJw8eJFQQocmUyGdevWYe3atdi/fz/vPhQKBbZs2QJHR0fBHjuGYbB//378+OOPokG1HTt2oH379oLvQKFQUOA1IdqXsrIy2tM8atQonp6do+xaV+fhy8rKwqFDh+i+od7jXlpaipcvX3Iy2Xv37uXdo2pftYmJCWQyGWfOqWcGN2zYwPmOhIQETtbNyMiI44DIZDJOTyQhSgAx1X1y27ZtvCzFjz/+SINZL168EAQqY/f+27dvY968eZx/19PTg729PQ4cOIBPnz4hOjqaEtQ3b96c48wCyr1jxYoVIITAzs6OF+CQSqW4ceMGCFE6zELr5tmzZ/jxxx/h6OgoOCfevHkDHx8fjB49WlCfl5eHzZs306oSdSkuLsbu3bsxceJEwb+vrq7Gzp07MXnyZMHrYxgG27Ztg52dnWjp89atW9GhQwecP39e8BrYMs7BgwcjJCSEx7HLci6yo2nTphg5ciTFEIiJieG9Qy8vL+poJCQkcIILOjo6lCoMUNKQsLze7Ni0aRO91tLSUvqe2TFq1ChqpzAMA3t7e47eyMiIBkkBCJaCDhw4kO5VZ8+eFawmcnZ2phgZ6ga+qqNy//59ujeIjXr16gn2Vn7//fdYuXIljh8/zgFl1NLSwtSpUzkUOWvXrqXUUC1btuQFT0+cOIELFy6AEKUjph6sevDgAdLT09GtWzd069aNF0h6//49EhISMHnyZHTo0IEXuJRKpbh27Rp+/PFHtGvXTrB16tatW7C1tUX79u0F52R8fDycnJzQvn17waBccnIyXFxc0KpVK0F7NSMjA25ubmjYsKFgdQjLtaytrY01a9bwzony8nLqEFpZWQkmUFauXEnfgZOTE27evMlZO6oVSTo6OhgxYgQOHDhAn+eZM2co8Bw7OnXqhAULFiAqKgqXL1/mgT1KJBJ07doVXl5eCA4O5gU4DAwMMHDgQKxatQoxMTEcp7dBgwaYPHkywsPDqQ3GVpdZWVkhODhYI7rxv0v+VQ7pX7JkVyaT1cpp9leVuLg4WFtbCzqarLCgRAsXLhQ8+E6ePEkXkJDhn5SUxFmA6r9VVVXFiVJ27dqV9x3jxo3jfMfVq1c5+tjYWI7eycmJ9xvqmcnk5GTOZ86fP8/ZTExNTTlRPrlcjpUrV3LI4wnhZr6Ki4sxevRoTJw4Eb6+vggODsaZM2fw+PFjfPz4EQqFAhkZGejQoQNCQkIEqUcAZVlvt27dBFGJVWX79u218uWp6hmGwZs3bxAWFobJkyfD0dGRRkorKysRFRUFNzc3NGjQAHp6epyo27t377BhwwZavtS/f3+OMZWbm4sNGzbQSOjy5cs511FVVYXjx4/Tg3fz5s0AlMYZ+/wyMzOxatUqNG3aFL6+vgCUB5lqScvTp0/h4+ODcePGQS6XUwoaVXn9+jW2b9+OsrIy+Pn5Ca7vqqoqVFZWYvPmzRp7gg8cOKBRf+bMGY36W7duadxfkpKSNL7DrKwsjcGwL1++/J+CZX8VIAaGYTSCkyQkJIgG7qqqqjB27FieI8jK06dPYWJiAjMzM8HntW3bNlFHsLq6mgfSpWrQvX//nscjqgpYlJOTIxi5Zyt5qqur4enpyeupbt68OZ1XLH+vOhgaizZeU1ODgwcPCvKdrl69mj4jNuinPjp06IB3797h7du3vNK9evXqoXXr1rC2toa9vT2cnZ1Rr149TJkyBREREby2D4Zh0Lp1a2zYsEE0SBIaGgo/Pz+N62bSpEka193WrVtF919AmRUScwYBpVOrqZfrzZs3Gvsr3717pzHQnJWVpbFEPD09XePfP378WCMX6/nz5xEZGYlnz54JPofg4GC4u7vDw8MDHh4emDFjBmbMmIGAgABUVFRg5cqVaN68ueCcqq6upkED9eHr6wu5XI49e/YIZsuHDx+OyspKJCQk8HhGCVEGaW/evImKigraLqI+unXrhg8fPiAmJobnQKg6EomJiaIZUHao91fWq1cP1tbWcHNzw5YtW3D69GlaqWNlZYXAwECkpqZy9oldu3ZBW1sb06dPF8WXsLa2xuzZs0X3sLi4OIwePVrjnPX09NRI5bdp0ybRoB0A+Pj4aOQa9fX11dgjv379ek7/rLrs2LFDY3nprl27NPK1BgcHa+xJ/uWXX3Dy5EnRdbNp0yb4+fmJlpjv2LEDI0eOxKFDhwSd8sjISDRr1gzu7u747bffeEj6SUlJMDIygq2tLVatWoVLly5x9oiCggK0bt0aY8aMwZYtW/Dw4UPO+axQKDBz5kwEBAQgPj5ecH+7fv06z3b9s8m/yiHdSrigRr/8ke/5szuk/82SmZlZq0FqZWWlkWcuIiIChCgBYYSysJWVlbQUpEePHoLfo+pwCpXbqlLDEEIEszGqfRBjx47l6auqqjBq1Cj6mUOHDvE+U1FRgZ9//plmUtWNS1YKCgoQHR2NlStX0s3njxr2paWltfaivXz5slbACXWRy+V48+YNzp49i3Xr1mHSpElYsGAB3rx5g19//RXu7u4ch7tjx47IzMzE8ePHMWHCBF7p0uHDh/H161eEhYXxQAsaNWqE3NxcSKVSnDlzBvb29px+y169elEnLTU1FYsWLeL0yfTv359utlKpFBERERg2bBgnKKF6/wUFBQgKCqIZHFNTU3rwsc89Ly8PO3bsoLQWbAmn6nspKSnByZMnMWnSJDg7Owv2R7Ok74cPH661J/Cv4sx9E2VgUhV0S10eP36M+vXri9L5sL2RbC+1qkilUjg5OdH5rZ5F/fz5M6dP7LvvvuPMrby8PF6f2Ny5c6m+sLBQsJyM7assKyvDhg0beM6ilpYWkpOTIZVKER0djalTp3IQpdlx4cIFmun19/fHpEmTYGVlRUsACVEC//z222+IjY1FUlISPnz4IBgMiY+P1xgkqaqq4mXz1EUTUi8rtdFI1LZ2Nek1BaD+20ShUKCgoADPnz/H5cuXcfjwYdy+fRsMw+DTp0+4ffs2QkJC4OPjgyFDhsDc3Bxubm748uUL7ty5g+DgYEyfPh1dunShqMaDBw9GQkICjhw5gkWLFmHgwIG09YCQv1GXbd26FbNmzUL//v15/LnNmzfH/Pnz4e3tjYkTJ2LQoEHo2rUrzM3NaaWAgYEB7O3tsWLFCqxZswYbNmzAtm3bsHv3buzfvx8HDx7EmDFjsHDhQly7dg05OTm8eXHv3j3s2LFDIyNBeHi4KH8tK5o4kAFlNU1twefa5nxFRYWgQ1tQUICbN2/iyJEjgr+Rl5eHmJgYjddYUlJSK9jOP/u8/L+saaD2dV1b8LegoEBjEKyqqup/xcrwnyr/cIeUEHKSEPKREFJDCMklhMwkhDQkhNwgStqXG4SQBn/ku745pP+5Ul1djcWLF2tchKdPn4ZEItG4WbFZxV9//VVQf/ToUXqQCPWxAcCgQYNAiBLgQWjTLCsrQ+vWrUGIEk1V7H5YOpQ5c+aIXm9WVhYmTpyIhg0b/iHgppqamloPi/+ryOVyFBUVISsrCzdu3MC2bduwdOlSuLm5oVevXrxIsKWlpSA1CiHKhvkRI0ZwSvhUh6urK5ycnESh4vfv348lS5YIIt3WqVMHSUlJOHr0KPr168fT16tXD+/evUNaWhqWLFnC40PV19fHixcvUFNTgwsXLsDJyYl3nSwwT3FxMQ4fPowhQ4ZwHGLVEtzCwkIcOnQI9vb29H7at2/PMWrLysoQHR2NuXPnonXr1tDS0kJMTAzn+TMMg9evX+PgwYOYPn06fH19RcvtsrOzcevWrW8O619MHj16pJGXef369WjVqpWgTiaT0fYIIUyB8vJyDjK2ahk8oNy7Zs6cSfVNmzblGTcREREcoK0RI0Zw9EVFRVi9ejXH6Rw5ciTnM5WVlThz5gwmTZpE+/dMTEwE+48ZhkFBQQEePnyI3377DVu3btWYpf53Sk1NDbKysnDnzh0cO3aMZpIUCgXS09MRGRkJf39/2NvbY/ny5XRtKxQKvHr1CkeOHIGXlxd69+7NA+lj94Zff/0VCxcu5ACLqUtxcbHGLNd/gxQVFQmeq5WVlYiPj8e+ffs4QFOA8hlnZGTgzJkzWL16NcaPH8/LlhUVFSEuLg5Hjx6Fv78/vLy8BAHT2GqKjIwMPH78+D8uwKBQKFBSUoIPHz7g1atXSEhIwK1bt3Dq1CmcP38eMTEx2Lt3L5YtW4ZJkybBxsYGTZo0gZ2dHa5du4awsDDMnz8fgwYNomd406ZNkZKSgnfv3uHMmTNYtWoV7OzsaHsRi+APKHEoLl++jI0bN2LixIlo06YNpkyZwnHGGIZBXl4eYmNjsXPnTuzYsaPW1rNv5+VfQ/6oQypRfvZfK71798aTJ0/+5b/7Tf7vUlNTQ3R0dIhEIhH9zNmzZ8mtW7fI7t27RT/j4OBAnjx5Qt69e0f09PR4+s+fPxMzMzNibGxMCgoKiI6ODu8zV69eJSNHjiSdO3cmKSkpgr9z7949MnDgQDJixAhy+fJlwc9IpVIyadIkkpOTQxITE0WvmRBCbt++TSorK8moUaM0fk5VAIg+r+rqanLjxg1ibm5OzM3NSePGjYm2tjbnM0VFRcTLy4vk5OSQ0tJSUlJSQkpKSkhZWRnnc/Xq1eP9Gyuurq7E3d2dzJkzh7x9+5ajMzExIffv3ydGRkbEw8OD3Lp1i6MfNGgQuXLlCrl//z7x8fEhaWlpHL2fnx+ZN28e2b59OwkLCyNVVVUc/f79+4mRkRFZtWoVeffuHe/awsPDSW5uLvnpp58Er3379u2kvLychIaGkvz8fJ5+1qxZZNSoUeT48eMkJiaGSKVSjv6HH34gJ0+eJJcvXyZnz54ld+7cIQzDUH39+vVJfHw8qampIVeuXCFXrlwh9+7dIzU1NfQze/fuJXPmzCEpKSnk7t275N69e+Tu3bvk06dPhBBChgwZQmJiYoi+vj7Jzs4mT58+pSMxMZEoFApy/fp10qtXL0KIch1lZmaStLQ08urVK/Lq1SsyYcIEMnr0aN79VVVVkdzcXGJgYECaN28u+Iy+yb9PNK1vQggJCAgg8+fPJw0aNODp5HI5cXV1JaWlpeTixYs8vUwmI+7u7uTkyZNk9+7dxMfHh/fbe/fuJYsWLSIKhYLExcURGxsbzmfy8/OJl5cXiYqKIoQQkp6eTtq1a8f5TGFhIdmyZQvZu3cvqa6uJlevXiXDhw/nXU9FRQWJiYkhkZGR5OPHj+TGjRtEX1+faGlpid5/cXExMTExEdQBICkpKaRz586C3/H161eSkpJCmjdvTpo2bUr09fU5+tzcXJKamkpkMhmpqakhNTU19P9lMhkpLCwkOTk5pLCwkDRp0oSUlZWR7MkkNrEAACAASURBVOxskp2dTT58+EAYhiG6urrEzc2N6OrqkqSkJPLixQtSUVFBf2Pq1KnE2dmZJCQkkLi4OBIfH0+Ki4sJIYRoaWmREydOkKFDh5LHjx+T+Ph4OoqKiqh+8uTJpKamhqSnp5Pk5GTy4sUL+l9bW1ty6NAhzhmnUCjIp0+fyIcPH0hBQQEZOnQo797/W0UulwvaA6wAIAzD8M5RVWEYRuOcrampIbq6uqL6yspKwjAMMTIyEtU/fvyY9OnTR/C9VVRUkF27dpHWrVuT9u3bk3bt2pG6detSfXFxMZk3bx5RKBSkbt26pE6dOqRu3bp0yOVycuDAAfL582cilUp5Z+4fESMjI1JeXi6oMzU1JR07diRpaWmkqKiIp+/Tpw+xtbUlL168IM+ePSN5eXkc/bhx48icOXPIq1evyMuXL0lqaipJTU2l32VlZUXOnDlDqqqq6HrMzs4m79+/J9nZ2SQ3N5csX76ceHt7E4ZhSHl5ObV72AGA2NnZaXyP/26p7WxgHTFN91Dbd/wniEQieQqgd60f/CNe6z96/NkzpBkZGbh48aJolKy0tLRWrq3/Znny5EmtWUQ/Pz8eWqG6DBgwAFOmTBHVMwyDHj168PpD1WXx4sUYNmyYxs9IpVJMnDhRsCSzurpaY8Q0MTFRY5/FypUr4ebmhnPnzgnOG1V4cy0tLTRp0gQ9e/aEnZ0dZsyYgVWrVmHp0qWiJNj6+voICQlBREQEh7idHfPmzYNMJsPevXt5JXoGBga4f/8+5HI5tm7dyuvhadmyJQoLC8EwDPbs2cPLkPbr149GOSMiInjlfU5OTjTKeffuXd73jx8/nuqFEOeGDh0KhUKBwsJCLFq0iKfv1KkTysrKEBkZKQilb2JiguTkZLi5uQlS50gkEly4cAFhYWGiaJ9LlizB69evabZdfdjY2ODr16/w9vYWhOtv0KABEhMTER0dDUdHR3To0IHTZyWRSLB79258+PABW7ZsgY+PDxwcHGBlZUWzxWPHjkVJSQlu376N33//HQcOHMCWLVvg5+cHT09PLFq0CEVFRSguLkZeXh6ys7ORkZGBV69eISUlBc+fP/+nZ+y/ibAwDKOxbKumpkZj1YlCocD8+fMFS39ZuXXrFho1asTr02b/vrq6Gr/++iuMjY1pL7bq77PZztzcXHh7e6NXr150vnz8+FEQxby0tBT5+fm4ceMGAgMDRedXUFAQRo8ejUePHgnq58yZg++++w4uLi44evQopzxXoVBwev0bN26MXr16wcHBAfPmzUNAQECtFBrqPY3qa1PT37u7uwtSbLDr9siRI/D09BTV//bbb7h06RK6d+8uWF0yd+5cfP36FYsXL4aTkxOsra1hYWFB9/EGDRrgxo0buHz5Mnbt2oXg4GAEBQVhx44d2L59O7Zt24YDBw4gNzcXMTExSE5OFj174+LiNPbA5ubmaiwzBZSo85pKDBMSEjT2JCoUCg6qrZBs2rRJMPvOSnh4OA9xVV0mTJjAA1NUlZCQEBw4cED0Xl69egU7OztBahkAFEBwzpw5oj2MdnZ2qFOnDuzs7BAUFISUlBTONQcEBHDmQrNmzTB48GB4e3sjODgY69atEzzPVW0FsYqlRo0aITg4mIN0yw5tbW2EhobyKMTY0aVLF9y5cwc9evQQ1I8bN04jN7qzs7MgcwA7Bg4cyLt31VGvXj2EhISgffv2qF+/vuC53a1bN4wbNw42Njbo168fBg4ciCFDhmDEiBGwt7eHg4MDJkyYgJEjR2LGjBnw9/fHrl27EBkZibt37+LNmzfIzMyEo6MjlixZgvDwcCQkJPDss+XLl2PhwoU4e/asYC9uVFQUpk2bhtOnTwuuu4KCAgwfPhxhYWGia8/FxQWBgYGivbTr16/HmjVrRNdmZGQkdu/eLdjj+mcR8s/oIf1HjT+7Q8rSVhgbG2P69OmIjo7m9K+Vl5ejZcuWGDRoEDZs2MBrNi4rK4O7uzsCAgJw7tw5ZGRkcDY+uVyO6Oho3LlzB8nJyfjw4YPg5qpQKER71sSasFn5+PGjxn63P1Lf/8+UM2fOCCJsqsr27dvx22+/afzMyZMnsXz5co3GdkVFhSC1AivV1dWUrkSodOrt27eYNGmS6G8kJiZCX18fAQEBgr1QLK0AIUoIeUdHRxw9epRuIGfPnhUFWiBEiQCs7sSwo127dggNDRUFYvD390dCQgKsrKw438ceaFFRUcjMzOQANbCk24aGhhSoQ7XfjUVCbNiwIXJyciCTyTjOIuuUNW3alN5jaGgor8zW3Nyc6q9fv87j8DQ1NaVGxevXr3lk3Pr6+pQgXf0a2cH2zNXU1GDy5Mk8PUt1AQB79uzh6cePH0/XblxcHM9p7dKlCz1oCgoKeLxnDRs2pFQcMpmMU4JJiJKehuUkVOUcUx2q81sVwZodw4YNo2AlDx484PX+tmjRgqIUFhQUoHfv3mjTpg26du0KGxsbDBs2jOoZhsGKFSswbdo0rFy5Env37kVUVBTHuLt27RqCgoJw584dwXLM/Px8XLhwQeP+o4nYnr1OTVJRUVFrOVdtDvg/ohystu/4I32LX758gVwuFzWOnz17BoZhsG/fPsHfu3jxIj58+IB3795h4sSJvM/Ex8dj27ZtAJROh4uLC8fwSk1NRe/evTlBt8zMTLx//56Wp+rr6/OA4wDlM37x4gU1NNWNKoZhOABzgwYNQmxsLOcaheZ0t27dsGzZMly/fh2hoaGieyMhyqCakNFKCKF7rVArQufOnfHu3TvExcXx1gwhykAUwzB4//49h2eUHSzmQFVVFf7f//t/HJ1EIkF4eDi9RyFexxUrVtDnwOIuqI5OnTpRwJisrCzBYJednR3tY7Szs6P/bmJigu7du2Ps2LEICAhAWVkZjhw5AolEgl69emHZsmW4cuUKh0+0tLQU9evXh52dHaKiogTnrru7O3r16oXY2FieDlA6rEZGRjzuYtX50rx5c9jb2wsa+FKpFAsWLICJiYlg/3ZFRQXOnTsHQpS0WOrntUwmQ2lpKXr37o0GDRpwOJZZycvLo7QlAwYM4JVTv3nzBlKpFJaWliBESR2jCiaYkpKCtLQ0DqWHlZUV9u3bh5KSEiQnJyMmJgZr167lva+mTZvCwcEBHh4e8PT0FJ23qvNI6N9btGghCDjG3tOSJUt4PbSEKOl8Ll26hB07dvAQjwlRBle/fPmCU6dOCQZgWfT3Bw8eCLbneHp6QqFQICcnR5ADdOzYsaisrER1dTUPMZm9LxbZXJ3WhR3e3t6oqqrC48ePBR1yPT09BAQEoLCwUJS2RUtLC25ubpyWB/Z5t23bFo6Ojli9ejUHnI7dM+bOnYuIiAjk5+dTyjz2d0eOHInQ0FB6XpaWllK7RFdXFw4ODoiMjKRno1QqxZYtW+g12dnZ4fTp05y9+PLly/Tahg8fjsjISI7+9evX0NLSgq6uLpycnHD+/Pk/Xck5+eaQ/v2ydetW3kZQr149TJ06FefOncPVq1d5DoSxsTFmz56NgoICfPnyhWNcm5iYICAggOPUska9tbW1YK/lhAkT0K1bN8HeExbFVgiEBwDS0tIgkUjg7e0tqJfJZDAxMYGNjY3oM8jKytIYTf348SPevn0reOjU1NRQgmp281EXllQ4NzdXNLsYHx+Pq1ev4ty5c4LfwYLfBAYG4ty5c4LfcebMGezZswceHh6C+jt37sDT0xNNmjQRjHClp6djwIABIIRLps5KeXk5hyevXbt2PN5ac3NzwU1RW1sbgwYNEs281alTB/7+/jzyZnY4OzujtLSUbmg6OjqYNWsWzapt2bIFACg8vIGBAQIDA3H16lUQQnDw4EEAyvliYGAAPT09bNmyBTKZDPr6+tRR+vr1K1q2bAmJRII1a9agsrISenp6NGtSU1ND+3lnzZqF5ORkSCQSjtHCZoGHDBmC/fv3gxAukMtvv/1Gnx8LiX/69GmqZ53++vXrU1h+lmKGvcYWLVpAIpHQQ2rp0qVUr1AoMHToUM7zU83OAoC/vz/vcFZ1qs6fP8/Rt2nThsOTmZWVxTkgv/vuOw5tiFwu57zrunXr8qDop0yZQvW6urocoxbgOs0SiQRr167lOF5JSUmcvcvd3Z3TG1tTU8MxRAYMGMBD6FMFFGvWrBnCwsI4B9yOHTs4c3jJkiWctfPo0SNoaWmhTp06GDduHI4fP865xs+fP8PCwgJ9+/bFuXPnBPeQkSNHYvr06aJ70C+//AJPT09Rh+/hw4fw8PAQdRjfvHmDn376SVRfXFyMwMBAUadaJpMhKioKR48eFdQzDIOLFy9izpw5otnRu3fvIjg4WJST+u3bt9i/fz+aNm0qCNpTVFQEPz8/2NraUjTz8vJy+ntyuRzz5s3DuHHjYGxsTB0AVZ7R1atXU/CwJUuW8H7jwIEDlLbFwMCA54jcuHGD9pUSogxGqe7F2dnZgnuXjY0NoqKiwDCMaJZHdZ6L7Y8rVqzA2LFjebp69eohPDwcDMPgp59+4ulHjhxJgymRkZE8/erVq+ncSE1N5fSjE0IQGhpK77GsrIxn3KtzbA4ZMoSjVwfHU7/GMWPGcII9165d49kb7P0BSkdNPZvWsGFDbNy4ka5N9hxTHbq6upgwYQKys7Ph7+/PcdwtLCzw888/0yDDuXPnOEBCw4cPR2JiIr3G3NxcjpMycOBADnCPQqFAhw4dqO3UtGlT3L59m/Mcxo8fz6niWbVqFWfv2LBhAyd40KFDB6SmplL9xYsXYWBgwAHX8vT0pI73+/fvQQjhgPmxDgyL7m5sbAw9PT1OdpF1YDIzM3lgYqqjbt26ojRHf3Royug3adIEwcHBgp/V1tbG+vXrUV5eTm0AU1NT+k4tLS1plpbFclDFaxgyZAh18FkqJtW15+HhQd9FeHg479p8fHzofGSDVKpj+vTpdL+urKzkBaBtbGw4/b3qa6ZevXqIiIgQXTOEKMERWZtZnSuVHU5OTkhNTUVRUZHoc+7Tpw8iIiI0vsv69etzAv3qo3fv3hSfROhv3d3dBYPg7HtZvHgxj5FCVb9kyRK8fPmSR83F6hcsWICnT5/+KfpwyTeH9O+XCxcu8BZLhw4dMH/+fFy4cAEpKSm0zKdhw4aYPXs2rl+/ThebXC7HkCFD0LlzZ4SFhXGikKzs2LEDx48fF42Kv379WtQYSkpKwpAhQ0SJb0tKSmBvb8/jemRFLpfDw8MD69atE30Grq6ucHNzE9UPHDgQ9evXF4xA1tTU0E27Y8eOvGhNUVERpk+fjvr168PCwoJXZlZZWYmgoCCK2qilpcVrjn/y5AmWLFlCD1U2A6AqrGNOiDIbp/6sGYbhlGOtWrWK9x27du3izIMFCxZwFnhqaqogcbuzszMtPROKBBKijIAvWbIEM2bMQOfOnem/6+rqwsfHh/79/fv34e3tjYcPH8LIyAgGBgbYv38/vY6ysjLMnz+fwqNbWlpi3759nPvYtGkT1aempnIyg4AyyKHqPKk7QnFxcYiNjYVcLodcLudlrj99+oTw8HCkpqZCoVDwDC6ZTIZffvkFz549Q05ODnx8fHjPeu/evUhKSsKFCxcE597Zs2eRlJSEn3/+GaNHj+ZttA8fPsSNGzcwZMgQ9O3bl+cIvH//HqGhodDX10eXLl140fWqqioEBQXBwsICrVq14vF5MQyDvXv3onPnzmjatKlgCc2pU6fQp08fNG7cmAdCAyiz5cOGDUOjRo0ov5+qpKSkwNHREY0aNeLw67FSUFCAadOmoVGjRoK8agqFAt7e3mjcuDHOnz/P0wPAxo0bKQKq0GF1/PhxNGnSBLt27RJEdr59+zbMzMzg7+8vWJ738uVLmJmZwdXVFSdPnuQ5lXl5eTA3N4e1tTVcXV3x+++/c66jtLQUFhYWMDAwQKtWrXD58mXO31dVVdH919HRkXeNMpkMtra2IIQItgUwDEPpIc6cOSOonz9/PgghgjynLN0TIcqMn7pUV1fj2LFjdD2rc+ixIFes4d2tWzfedwDgAICxwSNVUeU6NTU15Z0zqsBwrMGoKhkZGTwnRrU0l2EYXobB0NAQt27dop/x8/MT3Nu8vLxQWVmJBw8eaKz+6Nq1Kw12qeuaNWuGBQsWwNnZGc2bN6f/bmBggMWLF1PjNSoqilN5YGtry5mXeXl58PT0pMa7j48PJ5ChUCiwYsUKeq9CSOohISE0AynEgRwTE0P5KVW5N1lJTEzErFmzRP8+NzeXlv6uXLmSd1ZVV1dTurVRo0YJlqP6+vpSm2TTpk28AOvGjRvpM2rQoAFmz56N2NhY+iz279/Pew/a2tro2bMnoqKicPr0acF36eLigoyMDNy6dYvjCLLzhaUiS09P57V0aGlp0aBaZWWlIH/n0KFDacVEr169ePo6depQwCOhTDRrvyUmJnIo6YQ+c+bMGVFgP/Zsbty4ca2ZTUKIaAtIy5Yt0aJFCzg6OnIcHhMTE/j7++PNmzcYOnQoAgMDqdOlra0NX19fGqSYN28eQkJCkJ6eDkKUDrZqYiMkJAShoaEoLy9H/fr10adPH855dvv2bUpzJLSPfvz4Ecv/P3vvHRZF9qyP1wxZRBEEFSOCiqBrFgyYxYAiihnTGjDngC7oukYW8wcToitgTqiYQDBnVAQxC5hAkCBJRGaGeX9/zK/Pnaa7x72730+491rPUw/uVk9Pz+kTqurUed9Fi1iyhtv55ESpVGLevHksaJw3b55gLQkICGCVA7NmzRL06dDQUJbIHj58uMDfjYqKYuO6ZcuWAnqZhIQExpJQqVIl7Ny5k/cd2dnZPHqtLl26CI4NDBkyhNn19fUxYsQInl89Z84c3hxpYGAADw8Ptsu5du1aQZ8n0gSjv/76K1asWCG6k0ykSVh37dpVtPKBUzMzM0EsUn58lacI0x4X3bp1w7Fjx/7tQSn9CEj/uiQlJcHa2hrDhg3Dnj17BDxKxcXFmDFjBqKjoyWz348fP/63d4K/I4sXL9YJSz59+nRUrVpVEq6fK4Xo16+fqJ1bnInEna3yjk75ttyzZw/Prk15AGjOspQf6NoTjUqlwoIFC3gZRmNjY14p9Pv375ljq63agevr168FqLCcVq5cGVu3bsXhw4dBpMmeenh4YOfOnQJHfsqUKZDJZBg9erQk71ZeXh4aNWr03XJHMRJpbVGpVKLUJhwdTPlALCcnBwcOHIC3tzfmzJnD+6xCoUBUVBQmTpwIGxsbNuFz13z58gUHDhyAu7s76tati6ysLN4OjVKpRFRUFEaOHIlGjRohJycHubm5vN2Bjx8/YsOGDejYsSOePn2K27dvC0o637x5g4CAAFy5ckXyPEZRURGePHmC9u3b6+RO69u3r05UzJEjR/Ky8uVlxowZOvlily9fjpcvX0rad+zYoZN7LSIiQid3240bN3SWvD558kRnuf779+91npHPzc3VWRL09etXneWyYv3vvysKhQIvXrzAqVOnRCtMiouLcfr0aUycOFE0cfft2zcEBwejS5cuognD/Px8TJgwAS1bthR91kePHsHW1hZyuVyUiHzbtm3MkZk1axbP9uXLF54jRES8ufbLly+CJJarqyvvty9atEhAuK7NmRoTE8MqDTjV09Nj/VKlUuHw4cOwsbHhXVO1alVGYyPF61ihQgWGfH7//n3RclciTXnb48ePRelniDTnQdu1a8c7b1a/fn0sXLgQd+/e5TmX7dq1g6GhIaZPny5Ks3PgwAEYGRlhw4YNklU7enp6CAoKEtg46d69OzZu3ChpX7BggWjik5OgoCBe1UZ5CQ8Pl6xqAjRJwYMHD0raDx48iNDQUMmxEx4ejoCAAMkzpMHBwRg3bhwuXLgg6rcEBQWhSZMmGDduHIKCgnDnzh1ekHDw4EEWaNWpUwetW7eGu7s7xo8fj2XLluHcuXO83XJtdXZ2xpUrVySd586dO+PNmze8ChFtrVWrFu7cuYOQkBBJ53zq1Kn48uUL47Uur4aGhti4cSMSExNFgwhOJ0yYIFpuq63GxsaCQEMul6Np06YYP348duzYgVWrVjHbTz/9hBUrVvDWBaVSCSsrK9SqVQsbNmwQfW9LliwRrWLhJD4+HgMHDpQ8/qRWq+Ht7S1JGadWq3k7l+Xl+vXrmDZtmuTGyYQJE7B48WLJPjls2DD89ttvkvZJkyZh2bJlkva5c+di5syZkn7m0qVLMWjQIEnqrU2bNqFFixaIioqSTL5aWFjgl19+EU3y3Lx5E0Qa7tmdO3cKzmm+e/cOBgYGMDMzg5eXF/744w/eGfji4mJWWl2jRg0MHz4cO3bswLNnz6BWq6FWq1lQLpPJ0LRpU0yaNAl79uzBkydPoFKpWGm4TCaDo6Mjfv75Z+zcuRPx8fFQKBTYtGkTu/+QIUOwefNm3L9/Xyduwb9afgSkf0Py8vL+T3AD6RLtUkQx2bt3LxYuXChp58olpBboly9fsiyjGK3L169fGQm2vr6+6D20Syz79Okj+h3agBW+vr48u1KpRFhYGK+McsSIEczOQffv2bMHP//8My+bGRAQAECTpYuNjcXNmzfx4MEDPHnyBMnJyUhLS0NOTg6+fPmCXbt2ITY2VifX3ty5c79Lbvzly5e/RA+Qn5+Pe/fuISwsDP7+/khOTkZpaSnu3r2L9evXY+DAgey8SVBQEMrKyvDgwQOsWLECLi4urFytY8eODODp3LlzGDduHC+jze3KKhQKnD9/Ht7e3sxZ1dPT473nhIQEzJ8/n+0u6+np8XYECwsLERYWhp49e7LvDw0N5f2utLQ0bNy4ke1yDxs2DGq1mhcMZWZmIiQkBO7u7rCxsUFycrJg8SorK8P9+/exZs0aHDt2TBIcQK1WIycn57vv4HvnN/6vzy3/SaJUKnUG5xcuXJAEacnNzUWvXr0E1QicXLp0CRYWFqhbt65oAiggIIDNgdx8wklxcTHbEeNUG+glKytLUMpvb2/P+tbbt28xYcIEwQ4oR3/15s0bzJgxQzT73q1bNyiVSmzcuBEtWrQQBVYxNTXF+fPn0b9/f7Rs2RKNGjVCzZo1YW5uzkvyGRgYoFGjRvDx8UFgYCBOnDiBhIQEnvPt5+cHf39/dla2vBQUFGDq1Kk6cRMiIiJEKxK027P8Tnt5EatY0Jbv4TZ8jwv1784Lf5dT8Xv27zmw79+/R35+vuR9rl27htOnTyMyMhJnzpzB2bNncfbsWZw7dw7nz5+Hv78/Fi5ciKlTp8Lb2xseHh7o0qULWrVqhYYNG6JWrVpo06YNWrZsibp16woSHXp6eqhatSqvbLi8SiWHtVVqR0pPTw/GxsYwNTWFnp4eDA0NYWdnB1dXVwwfPhzz5s3D+vXrcfDgQSxYsAB16tTBkCFDsGHDBly/fp2X2FKr1fj555+xevVqyeTj69evERoaqrNfJCYm6nxv3ztLzwU9uuy6+t2XL190fj4hIUGnXbvqSkx0gVcB0AmQBUBn4hbQVMnp+n3x8fE6k6+3b9/WCfR148YNXLp0SfId3r17FyEhIXj16pVoO7169QqrV6/GpUuXRBMShYWFCAwMxKVLl0TxGtRqNc6cOYPU1NT/6A2wPxuQ/qB9+SF/SZ4+fUpGRkZkb28valcoFGRtbU337t2jRo0aiV7j5eVFERERlJmZSdWqVRPYY2NjqWfPnmRsbCwKa65Wq8nb25sOHz5MDg4OAjoSIqKCggLy9vamc+fOUaNGjejFixeCa5RKJYWFhdHKlSvp/fv3dOfOHXJxcRF95qysLLp16xbdunWLvLy8qF27dqLX/SuktLSUCgoKKD8/n/Ly8iglJYWeP39OJiYmlJaWxuhEMjIyiIhIX1+fPDw8KCcnh+Li4ujbt2+8+40cOZIMDAzowoULlJWVxbPZ2trSihUr6OLFixQZGUkFBQU8+/jx42nChAl08OBBOnr0KGVnZ/PsAQEBNHr0aDp48CCFh4dTUlISz7569WpatGgRxcTE0P79++nkyZO8dz527FgKDQ2lT58+0fHjx+nIkSN08+ZN4uavxo0bU1xcHFWsWJFev35Np06dolOnTtGdO3cIAOnp6VF0dDR1796diIg+fPhAFy9epJiYGIqNjaXc3Fzy9PSk48ePM7oApVJJjx49otu3b9Pt27fp0aNHFBwcTN26deM9OwD68OEDPX78mCpXrkyurq7/rff4Q/7nSllZGV2+fJl69uwpak9JSSEPDw86ePAgNWvWTGCPjo6mESNGkL29PcXFxQnsR44cIR8fHyosLKTly5fTr7/+yrNHRUXRlClT6N27d0REdOrUKRowYACzJycn02+//UYHDhxgY+XixYvseRUKBZ07d47CwsLo3LlzpFKpiIho1apV5OfnR0QaCov4+Hi6d+8eozZ59+4dmZmZUUxMjIBmhrtvcXEx09q1a1OFChW+257/aQKAPn/+TGlpaZSfn0+dOnXiUTCoVCpKS0uj1NRUMjU1FW0LIg11U2lpqST9zQ8Rl2/fvlFubi7TnJwccnZ2JhsbG8rLy6PPnz9Tbm4uff78mT5//kw5OTmkUqnI29ubANDXr195mp+fT1lZWVS5cmVyd3cnQ0ND0tfXJ319fUa9kZeXRzKZjCpXrixJt1FSUkImJib/yqb428K1R15eHvMZ8vPzycDAgNzc3Cg/P5/S0tIoPT2d0tPTKS0tjbKysmjWrFnk4OBACoWC3r17R2/evGFqYmJCixcvZtQ2ACgzM5PZzc3Nyd3dXfR5vn37RkVFRWRlZfWvbIYf8m+QP0v78iMg/SF/SYDvcyMtXbqUVqxYIXldXFwc9ezZk/Lz8yWvGTt2LJ08eZIKCwtF7d++faMePXrQw4cP6evXr6L3KSsro6VLl9LatWvp+fPn5ODgIHovhUJBe/bsocuXL9PRo0f/NPfT99oiIyNDlF+UE5VKRYcOHaIKFSqQubk5MlKtTQAAIABJREFUmZubU+XKldlfAwMDunHjBi1YsIDy8/MZD1f5gFIul/P4NbXFzMyM3NzcKCIigsTG/Jw5c6igoID27t0rsFWpUoV2795NGzdupFu3bgnsbdq0oSVLltD06dNZ8Kstffv2pXHjxtGYMWMEz0xE1LNnT5o4cSLNnDlTEAgTaYLNlStX0o4dO+jKlSuC32hqakphYWH08OFDOn36ND179kxwj3Xr1pGDgwMLQssnJlxcXOjo0aOUkJDAAtD79++zoNjAwIBOnz5Nrq6u9OTJE3r8+DFPCwoKqHfv3nTixAmqUKECFRYWskU5NTWVUlNTKTMzk/z9/al58+a87wZABQUFlJ2dTRYWFmRpaSl4/h/yP1cKCwvp+fPnksFKSkoKDRo0iM6cOUN16tQR2FNTU2n48OGUm5tLycnJgrnmy5cvtGzZMtqyZQt17NiRrl27JrjHs2fPaPny5XTs2DFq2rQpPXr0SDAfZWdn06FDhygsLIwSExPp2rVr1KFDB9Fn/vTpE8XFxdHLly9p8uTJZGZmJvn7v+e85+bm6uzzqampVKlSJbK0tBSdZ5OSkqigoIAMDQ3JwMCADAwMeP9+/vw5ffr0iQUl2lzO+fn5lJ6eTrm5uVSvXj1q2bIlZWRkUFpaGn348IHS0tKopKSEqlevTosWLaKysjJKTU2llJQUSk1Npbdv35JKpSI3Nzdav349ZWdn8xx2Ths3bkwnTpwgc3Nz+vz5M2VkZFBmZiZlZmZSRkYGlZaW0uzZs3W24/8V+TO+xX+CfI/LNCcnh4yMjCTfaUpKCj1+/JgcHR3Jzs5OwK364MEDOnDgAFWtWpUsLS2Zcv99+fJl2r9/P1vPuV0m7tmSk5MpPz+f9PT0SF9fnwoKCnjc2kQaDm4LCwvKzMwUrM0mJibUqVMn+vr1K71584bS09N5vkOTJk1o2LBh9OnTJ7bOvX37lq2ZXbt2pUWLFlFubi4bSx8+fGD/trS0pMOHD1PlypVZsiEnJ4f9+/PnzzRhwgRq0aIF77lUKhWVlpYyvnExfucf8p8lPwLSvyHfvn2jlStX0oQJE6h+/foCOwA6duwY9e3bV5IYOT09nWrWrPnPftT/aPn69et3s+KLFi2iwMBASXtOTg516NCBXr58qfOadu3a0fXr16lGjRqS1x05coQyMzNp9uzZvP9fVFREFStWZIsgNzEbGxsTEdH9+/epZs2aZGNjI3rfVatWUVlZGU2aNEn0moiICBo7diy1bt2anJ2dmWpfu3v3bpo0aZLo/blAVSaTUXp6uug1zZo1o6CgIBo1ahS9f/+eZ6tWrRpFRUWRkZERDR06lJ48ecKzz549mzZt2kSJiYnk5eVFqampzGZgYEAxMTHUuXNnSkpKou7du/N2P62srOjhw4dUu3Ztev78Obm4uPCSB7Vr16ZHjx6RpaUlJSYmUocOHXik89WqVaPExESytrammJgYGjhwIH39+pXZTUxM6P79+1S/fn3atm0bLVu2TLBbfuTIEWrZsiX5+vpSRESEoG0mTpxIvXr1opkzZ1JmZqbAbm9vT/Pnz6dZs2YJFmwiIj09PdqxYwft2rWLpOYtT09PcnJyoosXL1Jqairl5uby7FZWVrR69Wp69uwZZWVlUXZ2NvubnZ1NSqWSpk6dSi4uLqRUKqmkpESgNWvWpD59+rCMfnk1MDAgMzOz/2ii8B8iLsXFxZSWliZZTaJQKMjPz488PT0lg8T79+/TpEmTaPfu3dS69X+t/SqVijm7CQkJ9Ouvv1L//v1p4sSJRKRJmFlZWfEc4idPntDVq1dpypQpFB8fT9bW1lSvXj3R7w0PDye5XE7e3t6igcSSJUsoPT2dZsyYQW3bthXYt23bRuvXr6fu3btT9+7dqVu3bryKmZiYGHJzc6OKFStSvXr1yNbWlqffvn2jSZMmUVFRkejzfU/kcjnJ5XK2O1xeqlatSjk5OZKfb9myJSUmJlJZWZmovW/fvpSdnU0ZGRn06dMnwRzTuHFjcnZ2ptLSUt54//r1K/t369atqVmzZlS5cmUyNTWlihUr8rS0tJQeP35MDg4O1KBBA6pWrZrgXZw/f57q1atHjRs3Fn1Pr1+/ptzcXHJ2dpYMCI8ePUoeHh5sbSwvMTExVKtWLWrcuLGoPTMzkw4cOECzZ88WBGCcTJ8+nSZPnkw//fSTqL24uJjWrVtHS5YsYTtz5eXy5ctUoUIFyUonALRu3Try8fGR3LXes2cPGRkZ0bBhw8jAwEBgv3r1Kq1bt47GjBlDHh4egqRLdnY2OTg4UOPGjalHjx7UvXt3cnZ2JkNDQyLSVOC0bduWEhISyNDQkBo1akSOjo7k6OhITk5O5ODgQP7+/nTq1CnR5yPSrE1S/U5PT4+qV68u6TMMHDiQoqOjeestJw4ODlSpUiXRqg0iImdnZ3rw4IHkd9etW5dVbYiJg4MDpaamkkKhELWbmZmRpaUlqdVqFnxyyiWkLSwsqF69emRhYUHGxsZkYmLC+/vmzRv6+PEjNW/enGxsbKhGjRo8VavVNHv2bLK3tycnJyfW9pUqVSIiTR+ZN28eyWQy6tChA3Xo0IGqV6/Oe85jx47RxYsXqW/fvtSjRw9B8iEjI4OmT59OXl5e5OHhIbADoEmTJlHLli1pxIgRVKVKFUFbbNq0ib5+/Urjx48X9W9jYmLo2rVrNHnyZKpdu7Zkm/875c8GpD/OkErIoEGDIJPJ0K9fP0RFRQnq0KdMmYJKlSphxowZogAn8+bNQ/v27REaGipao75jxw4sX75c8lxKfHy8TvCa4uLi/xVE92KAIuVFjI9MW968ecO4wcTkwYMHiIuLAwDROvzY2FgeZHl5iY6Ohrm5OcLDw0WvuXv3LjuD4uXlhUuXLvGuS09PR4sWLUSBGry8vLBo0SIsXrxYFK2XU3t7e0neMW9vb0ybNk0UAdHOzg4PHjzAzJkzRc+CTZw4EcXFxVi8eLGoPSwsDGVlZdiwYYOAnkFPT4/B9h89elRwtkdfX5+BHN27d0/ASyaTyRhFzvv373moopxyKKdFRUUCzjAiwpw5cwD8F+F6+Wfs0KEDO99x/PhxATqilZUVAzg6duyY4P4ymYwhOL548UL0/BLHzZafny9KJt6oUSOkpKRAoVCIgnZUqFCBgZlIEYaPHz8ehYWFOHz4sCjCY8OGDXHt2jU8fPgQVatWRa1atfDTTz+hS5cuGDRoEKZMmYJXr16huLgYnp6eGDp0KHx9fREcHIyYmBgkJyezM2Rbt27F2rVrERMTIwqWcf/+fZw4cUJ0LAGacy+3bt3Seable2eHvsdRXFJS8t0zd987E/f/gqf0e9d87xlLSkq+y1WqDXgkdn75+PHj7HsUCoXg3NbOnTtx79493v/TPpt14MABjB8/XvK3REZGwsrKShQ8CvgvnuWuXbsK5mAOEZ3rp23btkV4eDjvPH16erqA57NJkyaYNWsWTp8+jcePHzNqGiktT8uira1atYKXl5eorW7duoiJiREFbyIijB07Fvn5+TyeZm1ds2YNysrKJMF4VqxYAbVazaNK0taBAweisLAQN2/eFEV3NTc3x9GjR5GVlQVbW1vRe9jY2ODgwYM8nmUzMzO0aNECQ4cOhZ+fH8LCwhjqcrVq1TBs2DDs3LkTL1684KG1V6pUCQ0aNMBvv/0mOkbHjh2LatWqISAgQPTMbHR0NPT09DB16lRRsC+1Wo0qVaqgWbNmomBjarUa48ePh76+PpYtWyY4m8c9a926deHk5CS4B2e/c+cOZDIZfHx8BCjf3DUDBw6EpaUlNm/ezPsebl64desWiDQItps3b2a+SklJCTubyYE0VapUCRMmTMC1a9eQn5+P9PR0JCcn88AbiTRnr3v27Im5c+di48aNomta+fVHymZmZiaJ4GpnZwcPDw8BqjGRBpF706ZNGDdunCgSsIeHBxISEjB58mTRe69cuRJZWVk8BFvt5924cSOKiooYn3l5nT17NhQKBX7++WdRe4sWLZCamorw8HDJse7n54dnz56J/j6ubTZs2CDJz06kQagtTy1DpPHL3NzcMHfuXAEVXP369TF69Gjs3LkTSUlJKC4uZnOXgYEBunXrhvXr1zPQIuC/qNyMjY0xaNAgHD58mOf3cjzLhoaGGDp0KM6fP89bmxITE0Gk8ae8vLxw8eJF3rpSXFwMMzMz6OnpYdCgQbh8+fJ/3HlS+gFq9Ndl9+7dAvjxBg0aYPPmzcjLy8PDhw95MPREGpS4I0eOoLS0FCUlJbzBWLlyZUyfPh0JCQnsO8aOHcsGsJubG44cOcJbpLds2QIiDTrdH3/8IQjcrl+/jkaNGmHv3r2ijldeXh6WLFkiSR2jVqsFfJnl5cWLFzrJ7TnUUinJz8/HzZs3JYPO0tJSJCcnCyhGtJ8xMTERo0ePljw0funSJcycOVMSvTA2NhbTpk2Dg4OD6G+5c+cOBg8eDCIhpQugcQZbt27N3mX//v15gE+FhYWiyIIODg6sv+hC9PueOjg4CEjXOa1YsSIOHTrE6G+INIEJRyHTokULBurD2V1dXRk9wIgRI6BSqdjCS6SB2Oecp6VLlwLQgAdxv6FDhw5Yt24diAibNm1i75HjBnVycoKfnx+IiIdYyTmE1apVw/jx40Gk4frjZO3atSDSIDh269YNRBreMu59xMTEsGfkAtsOHTqwvp+WlgYzMzO2YBERateuzaghVCoVmjZtKliQtB11jnZBW7URoMvTaBARJk+ezBaH1NRUgb1z587MIVKr1YxsnVM7OzteAMG1DadVqlTh8bHu37+flzjQ19eHv78/Q1F8+fKlALSjf//+LFAoKytjHMic1q5dG9u2bWP3KE+dYG9vjz179rDfyVEn6Ovro2vXrggMDOShRz5//hwVK1aEo6MjNm3aJACJKioqQosWLTBgwABJIK+pU6cKOFS15dSpUxgyZIgkeuTr168xePBgybknJycHM2fO5PHeaYtKpcKWLVt0zm8JCQmiCOHaz7Bo0SJJ5yA1NRWbN29mfL/lJT8/H6dPn4aTk5No8KxUKhEeHg4nJyfJOTQoKAju7u6oX7++aAIhODiYceUtXrxYYD927Bjat2/PHKbw8HCe/datW7xEk4GBAfz8/Nhc++HDB9FEl5WVFX755Re8f/9e1P5ntUKFCoIxxWmlSpWwfft2xoFcXgcMGIDPnz+LIrfKZDIEBgZCrVYjLi5OYDc0NGSJqsLCQoFjbGhoiP3797N24tpQW1euXMnGVHnHl0hDU8Eh/MfGxgqCE319fSxcuBCFhYUoLi4WpUzR09ODt7c3EhMTMWDAANF2qFGjBn7++Wf4+voKfkfHjh0RHByMz58/Iyoqiuf3VKpUCb6+vgxVNDs7m4eia2ZmhjVr1vDW3c6dO7Pv4LjStUHFxo8fz+PtdnJy4s3RGzduROvWrVnyViaTYe7cuWycx8bGon79+hgzZgyvr3HoxBkZGTA3N0fPnj1562r9+vVx+PBhqNVqWFtbo379+oIkiIWFBZYuXYo2bdpALpfD3NxcdO2XQp3+f6W67s+NP6lrXFxc8PbtW8EawOkvv/yCsrIyUe5z7T4vlmAxMTFhNIAcOm35/hocHMzGjFgCfcKECay/aFPycWpra8sSY9p+j7YOHToUaWlpOHnypKhdT08PPj4+khyfXL/y8PAQ+PnlVRdlS7169dC5c2fR+a1ChQoYOnQoAgMDRdvBxsYGvr6+ePr0qei4trOzw++//46srCx0795dkMxydHTE1q1bJRG3/9VCPwLSvy6cQy01GfTp00eSq6patWqYO3eu5G5X3759kZycLMjMGBoawt3dHS9evAAA+Pr68jr90KFDeRnL4OBgEGkmfU9PTwHa2MmTJ6Gnp4cmTZqIOlXXr18HEfFIzLXl8uXLkMvlOH78uKg9JiYG5ubmkrQu9+7dg729PUxMTNjupLYUFBRg0KBBMDExEeXyA4ANGzYwxEZtfjxOtCe9Bg0aCJy2wsJC3oQxb948wT04HitOZ8+ezXMgtUmoOa1SpQr279/PUHh1TVgmJiYwMzMTzXRWrVoV8+bNw/Dhw+Hk5MQjeDc3N8eWLVugUChw/PhxODs7Y9u2bQx6v1mzZgy9Lz09Hc7Ozjh69ChUKhWGDx+Obt26MQdUpVLBw8OD8VGdPHkSHh4evESGr68vI1p/8OABRowYwWuH/fv3Y82aNVCpVEhMTMTIkSN59oSEBEydOhXFxcVISEiAp6cnz56bm4sxY8YgIyMDcXFxcHV15e0MqVQqTJo0CfHx8YiNjUXjxo0FwcTSpUsRERGB/fv3w9raWgDTvnfvXqxatQp+fn4wMTHhkbYDGsS8UaNGoX379pDL5Th9+jTPnpGRgd69e7M+Ux4hWqFQYMCAAWynev78+YJgY8aMGQy1edSoUQJk5Y0bNzLk5379+gkQXiMjIxnRddeuXQX0Lk+ePGFZXxcXF0FAV1xcDFdXV9ZHYmNjUV44vkQ7Ozvs3r1bkOxZuXIliDS0HL6+vgKKnCNHjoBIkzzo378/9uzZw9sNiYuLY0mB6tWrY+jQoWxeAzT9lXPkZDIZRo0axUM+ViqVDPW5Tp06uHz5suA3tG3bFkSaBEv5HRBAQ83DzbdiCbtly5aBiNCrVy/RXczQ0FAQaRIKYgHl7du3QaTJpouhZ+fm5rIEidjcpVarWdKyVatWot+hTZeiHdxwsnr1at66Uz54j42N5c03o0eP5tlzcnIEjuuGDRt414gFUto8mVI7+ra2tjh37hzu3Lmjc37U09PjofKW12bNmsHR0ZH1B04rVqyIxYsXIysrC5s3b0aTJk14FSReXl6sT8XHx8PR0ZFReBkYGGDTpk2szYuLi9GiRQvGeVixYkVERkby2sHT05MltMzNzVllCCf+/v6sOsLCwgLXrl3j2Q8cOMDGrZmZmeD+cXFxzK6vr4+AgADeepabm8vj4OzRo4dgN5qjj+DG5tSpU3k+g7e3N28dksvl6NmzJ/744w/k5eVh4cKFksmBpk2b8nhvtdXIyAg+Pj4CKjZOa9eujX379iElJUXSZzp48CCUSqWogy+Xy7FgwQIUFxfzfmP5/hYbGyvJi8vNFVu3btXZH8Uqmcrrn+Eg/TNqYWGBdu3aCajnOHT6Hj16wN/fnwWP+vr6mDlzJrKystC8eXN4eXkhNDQUAwcOBJGGq5OrqvPx8cGQIUNw9uxZeHp6gogwd+5cNtcHBwfD3d0d58+fR/369WFsbMyCTQB4+PAhXFxcWOBpYWHBQ8kvKChAq1at2JixtrbmJQ7UajXc3NxYssrCwkIwj8+YMQP29vasD5VP7v3jH/9AgwYNWNtwVUKcREVFMSYGIs16Fh0dzexv3rwRBJTDhw/Hq1ev2DOWr9oyMTHBtGnTmG/l6uoqqL4wNTXF2LFjcfnyZYwbN0703crlcnTp0kUyCcRp+Xntv6sGBgY6eZ7NzMwwffp0nTR0/wqhHwHpX5eioiLe4iaTydCgQQMMGTIEq1atYllrzubg4ICRI0di/fr1uHTpEnJyctCxY0eYmprC1dUV8+fPx+HDh5GSksJKPSZOnIjhw4dj8+bNuHv3rsCpiYiIwJEjR9hnysv79+/x6dOn70J6l5SUSJbWvXz5EuvWrRPdOVQoFJg7dy6GDh0q+tm3b9+ibt26qFGjhqg9KiqKBe1iuwgcdxKRJltU3mncu3cvb2dxwoQJPHt8fDx69OjBG3xHjx5l9m/fviEkJISXbZXJZDxHoqSkRLRkZu7cuaxd3759K5qhItJk2NPT0/Hrr78KbDVq1IC7uzv8/f1x6NAh3o54r169cPToUfbOOecuLCwMcrkc06ZNQ3Z2NntO7Xe8e/duTJkyRXJnCNA4P7ooZtLS0nR+/suXL6L2d+/e4cGDB/j27ZugDP358+dYs2YN68vaJZffvn3DqVOnMGrUKMTFxaG4uJgXaCkUCkYsHxsbi+zsbEGg9fbtWwQGBiI0NBQJCQmiQcrbt29x6NAh7N27F0eOHBH9bWVlZRg7dqwoeT0nTZo0EdBwaEuHDh2wfPlyybHXu3dvndxqQ4YMwYoVKyTLOSdNmoTAwEBJ++LFixEUFCRZcrpx40bs2bNH0n7o0CHs27dPslT00qVLrNpDTOLj43HixAlJ+pvk5GScOHECHz58EG2Djx8/4tixY7h58yZSU1MF809ubi4OHDiA0NBQhISEYOfOnbzxUFhYiN27d2Px4sXw8vLC8OHDebyrX79+RVBQEDw9PWFubo5x48YJuHO3bt3KKh8CAwN5319WVobw8HC226PtqAGa8RgeHs7mlvJ9iaN04crHu3fvLrD7+/vz5gvteUmtVmPz5s28MtaGDRvy3ufVq1d5CSwifsJNqVTijz/+EJSwawe2OTk5aNmypWDu0t4F5Sp1yqunpyeKioqQnp6u86jBgAEDJEv/rK2t4ebmhlmzZvE4VZ2cnLBixQqWxFAqlSy4rly5MpYuXcpLQnDv9qeffkLt2rUFwR635i5evBj16tUTlC9r/9Z69epJUlUsWrQI9erVk3Tu1q5dCzs7O0maj127dqFhw4aSR0sOHjyIhg0b4sGDB6L2iIgI1K5dG8ePHxcdV1FRUahUqRIWL14suvPPJQfatWuHf/zjH4JrXr16BQMDA8jlcrRo0QKzZs3CsWPH2A5oTk6OYD2tU6cOevTogalTp2Ljxo2SZZpEmmCPq34R0x49emDhwoWSdnt7e+zbt4/t6IvpyJEjERwczKNy01Y9PT0MGzYM/v7+Osu827Rpw4ItKZXJZDA2Nhb8/8aNG2PChAkIDw/HggUL2P+vVasW5s2bh5s3b7Kx/PjxYzYWVqxYweYxbu4vKyuDpaUlPD09ef1K+/27urpi9erVPB9K2967d2/JjQdAM27ENg0ATQLU3t5esk8HBgaicePGktQogwYNgoODgySn/bRp01CvXj08fPhQ1P7bb7+hatWqbOe1vOzatQuGhob49ddfRX2WM2fOgEiTmHz06JHAzrV/jRo1sGbNGkFyMzs7m5U1d+nSBaGhobx1T6FQsAqNChUqYODAgQgLC2NVQWq1mtfnLS0tMWTIEOzcuROvX7+GSqXClClTeP2ndu3aGDZsGLZs2YK4uDhs2LBB0O8cHR0xevRobNmyRXTTpEaNGujTpw+WLFmCI0eO6OQ9/1cI/QhI/7qEhYXBx8cH27dvx+3btwWOV0JCAoKCgnDr1i1Rp6ywsBBJSUn/K854nj17VvJ3pKamonbt2pKcpREREdDT0xMQw3MSHBzMso1iHHChoaFsMrCwsBAErZGRkbxyrRYtWrCJuKysDFFRURgwYABv4bG1tWVZths3bmDy5Mlo2bKlIEs/f/58qFQqzJs3D3369EHv3r3h5uaGHj16oFu3bujSpQs6deoENzc3NGrUCF5eXli1ahXOnz/PI0YGNBn4n376CcuXL9fJq7Vv377v8nZ972zd9yQ3N5fXjiqVCo8fP0ZISAgmTJiAbdu2sTYsLCxEZGQkZsyYgUaNGsHW1pY5MWVlZbh79y4WL17MynWnTJnC7stxlY4ZM4YlFtauXcvsZWVluHLlCnx8fFhWfMGCBbxn/fDhA49ntF27drwgSa1WIykpCStWrEDLli1hYGCAGzduCILxzMxMhIeHY+TIkRgyZIhkmWhOTg4iIyN1ktcDmoBNl0g5lJyU33EUew5doivZAPy5s4//V0SlUiEuLk6SOP3p06fw9/cXPctfVlaGEydOoF+/fqJJvaKiIixZsgT29vai7+TZs2fs7GF5Z0itVuP48ePMwS9fafLt2zcEBATwSii1g8mPHz9i3rx5vOy4vr4+C5aeP3+OCRMmCEowzczMkJKSgm/fvmHKlCmiO1J6eno4e/YsLl68qDOD36xZM7i5ucHQ0BCVKlVCtWrVULduXTRq1AjNmzeHi4sLXFxcYGBgADs7O4wYMQK///47oqKieHPk5cuX0bBhQyxdulSyRHr58uVYuXKlJGdsaWkpFixYoLNE7fDhwzo5Z6OioniJjfISGhoqWeINaJxfXZ+/deuWTq7SR48e6cRUePz4sU57QkKCzvvfuXNHJ29jbGwsLly4IJnAPnnyJAICAhAREYGkpCRBIunQoUMYMmQIpkyZAn9/f2zatAnh4eE4f/487t27h6CgINStWxcODg5o3rw5nJ2d0alTJ/Ts2RP9+vVD165dde6Wc6orkCTS7GB/7x5iZw/lcjmsrKzg6OiIDh06sLFlaGgIR0dHeHp6wtfXF3v27MHNmzfx+++/w8DAAO3atcOiRYsQGRnJC2hKSkrQokULzJ49G7du3RJNMO7fvx9//PGHZII4JydHsBtfXr7Hxfm99URXn87MzOQlA8tLTEyMzjEVGBios0+GhISIVrhwsm/fPoE/pS0HDhxgO55Sdm1+8/Jy8OBBhIeHSyZfjx07ht9++00y4D579izGjx+PyMhI0Y2dW7duoXfv3li3bh0ePXok6AOvX79G+/btMXv2bBw5coSV6HOSm5uLjh07YtSoUdi0aRNu3LjBizmUSiUGDx7M5tbo6Gid7/PfJX82IP2BsvtD/pakpKTQly9fRDn2iIj2799Pe/fupUuXLknax40bRxs2bBCg3xIRPXz4kAYNGkTv37+nmJgY6tGjB8/+9etXWrNmDQUGBpJSqaSoqCjq1asX75oPHz5QSEgIhYSEUGZmJvn4+FBwcDDvmpKSEkpISKD79+9TXFwc3b9/nzw9PSkgIEAnBP33oN+JNHyh+vr6krQv/69EoVBQQUEByWQy+vDhA7169Ypev37N/r5+/Zp8fHyobdu2dO/ePbp37x7dv3+fvnz5QkQaLtFJkyZRbGwsxcTE0O3btxnypIWFBV29epUyMjLo1KlTdPr0afr48SP7bldXV4qKiqLuVGJFAAAgAElEQVRbt27RkSNHKCIigvLy8ph9wIABFBERQfHx8XTo0CE6fPgw7/MdO3aky5cvU25uLo9nlBMrKyuKj48nGxsbunfvHp08eZJOnjxJycnJ7Jrg4GDy8fEhhUJBd+7coaioKIqOjqZHjx4RkQbZ7/bt21SlShUCQCkpKXTz5k3GK/v8+XPy9fWltWvX8t55dnY2PX78mJKSkujVq1c0b948Sf5doj/XJ37I/xwBQN++fZOkLklNTSWlUimKkKtWqykkJISePn1K//jHPwT2goIC8vPzox07dlBSUhI5Ojry7BkZGeTn50d79+6lhg0b0tOnT3nopFlZWbRhwwbatm0bFRcXU48ePejixYus/xYXF9Px48dp7969jA6mbdu2dPPmTTIwMCC1Wk1JSUl05coVunLlCl2/fp3y8/PJxMSEYmNjqX379gwBmKNseP/+PfurVCopKCiImjRpIto2eXl5DPVSSgoKCqhSpUo659mysrJ/+vz5Q/69UlRUREqlkuRyOclkMoHK5XJ6+PAhlZSUMEof7v9zqlarKTY2luRyOdnZ2ZGZmZkAfbWkpIRiYmKoRo0aVLt2bbK2tiYrKyuqUqUKm7eTkpIoLS2NGjZsSHXr1hVFBE5KSiJ7e3vJeUGhUPD4Tf83ilqtprKyMlEU4h/yfQF0Uxx9z/4/RX7QvvyQ/xg5ceIEDRo0SHJgRURE0MmTJ2nfvn2i9uzsbBo2bBg1bNiQdu7cKXrNy5cvacaMGaRUKunq1aui1yiVSjp9+jTt3LmTFixYQL1799b53Hl5eWRqaspg2v+qKBQK0tPT0+lQ3bp1i+RyOZmamjKtWLEiVahQgeRyOZ09e5Y5ixx/njaX3ufPn0mhUJCZmZko/YFcLqcqVaoI6Eg4adu2Lb1+/ZoXRHJibGxMU6ZMob1791JBQYHAXqdOHZo/fz6tWrWKRwnDib29Pa1evZr8/Px4ASQnVlZWFBoaSuvXr6dr164JeEblcjmFh4fTzZs36fTp06Jcp+PGjSNnZ2eKioqiy5cvC9rAysqKdu3aRampqSwA/fTpE++aKVOmkI+Pj4BnlKOKqVChAkVGRlKbNm3o3bt39O7dO3r79i3vr7m5Oe3Zs4cHv65QKCgvL4+po6MjVa5cWfAbfsj/XsnJyZHk0SQiunv3LsXFxdGsWbNE7ffv36fZs2fTtGnTaNSoUaL337x5MwUFBVFoaCgNHDhQcE1KSgqFhYVRWFgYeXt705o1awTXlJWVUWJiIl29epUSExNp1apV/3Qqge85XaWlpWRoaCh5TWFhIZWUlFCFChWoQoUKgnk2Pz+fMjMzSaFQiGpBQQHl5ORQfn4+1alThypVqkR5eXmUn5/PNCcnh1QqFY0fP54MDAwYZ6K2WllZ0a+//kplZWX0+fNnpnl5efT582cyMTGhiRMnCoIbtVrNaF6qVq36v8IB/SF8uiUxyczMJGNjY0namYSEBCosLKTq1atTjRo1BJQhkZGRVFhYSMbGxmRkZERGRkbs30REly5dIrVaTQDI0NCQlEolKRQKKi0tpdzcXEpLS6Pi4mJq2LAh2djY8Pr8p0+fKCcnhypWrEjDhg0jmUzGoyv79OkTZWZmkouLC02YMIEKCgro06dPTLOysigzM5N69OhBkyZNosLCQh7HKPfX3t6e5s6dS2q1mr58+UJFRUW8v6WlpdSzZ8+/7YP9kH+v/AhI/4YAoE2bNtHo0aPJyspK9JrIyEhydXUV5Q0iInr69CnZ2dlJZoYLCwvJzMzsx+Lz/0tiYqLkLiuRZnLfuHEjzZ8/XzKwA0BHjx4lZ2dnHmeeGB9qXl4ee3cPHz6kJk2aSHKabd26lZo0aUKdO3cWfV9hYWF0+fJl8vT0pF69egm+q7i4mNq1a0d6enrk5OTE1NHRkWxtbUlPT4+OHz9OQ4YMEf1+ExMTMjExoeLiYkYGXV6qVatGPXv2pP379wtspqamdOzYMXr16hXNmTNHYB85ciSFhYXRzp07aebMmTybTCaj48eP08CBA2nPnj0CrlQTExO6ffs2NWvWjI4cOUKjR4/m8fmZmJjQ3bt3qWnTpnTu3DkaOXIkL1iUyWQUExND3bp1owsXLpCPj4+ANy0gIIAWLVpEJ0+epPnz59Pbt295dldXV4qOjqY//viD/Pz8BEGziYkJXbhwgY4ePUrbt28Xbb9hw4ZRSkqKJM+omZkZOTg4UHJysmjQTkTk5OREderUoaKiIsrPz2cBKMfzZmBgQH369KHWrVuzzHJZWRn7t1KppLKyMho0aBBVqlSJl5wwNTUlAwMDys3NJTMzM8m++kP+58qfyZY/ePCA2rRpI3lNXl4enTlzhkaPHs3uVf6+arWarl69Ss7OzmRqakoFBQU6EyRxcXHUokULyV2Q3bt3k4uLi+Qu6Zw5c6hatWo0atQo0eB29+7ddPjwYerUqRO5urqSs7Mzbw599OgRubm5kY2NjYCD1NbWlkxNTal79+705s0bIiIyMjIiU1NTFqAaGRlRamoqj/+4vMhkMtLlC33PbmJiQnK5XPI7LCwsyM7OjpRKJX39+pWn3759I2NjY3J1dSU7OzuWvNTWN2/ekFwup65du5KVlRVVrVqV/bWwsKCcnBw6cuQINW7cmBo3bkw2NjaCvnT8+HGqVasWtWrVSvRdPnnyhDIyMqhr166igZRaraawsDAaPHiwIDji5NSpU9SwYUPBTj8nT58+pXv37tHYsWMl1/E1a9bQqFGjqE6dOqL2rKwsio6OJm9vb8ndx0uXLpGdnZ0kd65SqaTw8HAaPXq0ZLCzb98+qlu3Lrm6uoqOy6ioKIqJiaHhw4dT69atBdc8evSIxo4dS127dqVu3bpR586decHnmzdvqGnTplSlShVq2rQpNW3alJo0aUJNmzalxo0bU3p6OrVq1Yry8/OJSLOO16hRgwWoMpmMTp48Kcqd/WdEX19fknuXSNOny3N+c8K1e/nk8Z+1ExFVrFiRDA0N2c54eTEyMqK6deuSsbExC6zVajVbLz99+kSVK1em5s2bk7m5OS+Rb2pqSklJSfT06VPG6WpjY8PToqIimjdvHjVo0IAcHR3Z2OH6NgCaM2cOmZiYULt27ahdu3ZkbW3Ne8YjR47QnTt3qFevXtS5c2eB75eWlkZLly4lLy8v6tmzp2DdBjRcp+3btycPDw/Rdf2PP/4gPT09Gjp0qOhu/L179yg+Pp7GjBlDpqamku3975QfPKR/U8aMGQNjY2NMmzZNlI8rMDAQZmZm8PX1Fa3ZjoiIgI2NDbZs2SJaW/7gwQM4OzsjJiZG9MxXTk4OfHx8JM9nAprzB7o47L53tkAXpQsn3+PR+579exx7AHSeQQDAo8sRa6vw8HCd91i/fj1CQ0Ml7UFBQWjWrJnk2UKOD6tjx46Ijo4WPMOXL19gaWkJIg1K24ABA7B3717e2Y1z586JnmUxNjZG8+bN0bt3b50Q43Z2dqI8nUSEbt26Yfv27QydVVutra0RFxeH/fv3CxDliDQQ6UqlEidPnhTlOd2yZQsA4Nq1a6I8eBx40LNnz0QRCvft2wcAyMrKgru7u8C+cuVKAJozc2Iw7gMGDGCgJOWBrog0AAAcwuu9e/cY2BinMpkMp06dAqBB0RWj0PHy8oJSqURBQQFDwNVWS0tLPHz4ECkpKQK+RE5nz56Nz58/M4Tb8mpra4u4uDhJvkOOvkAKtZRIQwEUEBAAmUwGCwsLODk5oUePHhg1ahQWLlyITZs24cGDB2jZsiU8PDywaNEidt6JOwdUVlaGmTNn4rfffkNUVJTomeQTJ07g6NGjkmPq9evXuHPnjuRZVaVSqZMuBdB9bgkQ59vUFoVC8bfnnu/Z/wwGwPee4Xv30AUuxt1f1xoAQBTgS1t+//13nWfPfX19dc6Pq1evRps2bSSBMXbu3MnQksXOR3PAIjKZDN27d0d4eDjvLKRCoWDn0Ik0yJEuLi5YuHAhIiMjkZOTw1CRpfR71Fpdu3aVRMZv2bIldu3aJYkwO2/ePOzatUvUpqenhw0bNmDWrFmS43rp0qXYvXu35LN169YNkZGRklQdhoaGWLJkiSRQj1wuR61atdCuXTtee7Rt2xZjx45FQEAATp8+jaCgIBBpUELd3NywevVq3Lp1i52fKywsROXKlVG1alVMnjwZly5dEvTfESNGwMzMDDNnzhQFZ4qIiIBMJsPQoUNF8RBKSkpgZGQEJycnnD17VnQOmT59OoyNjbF06VLRM7NqtRpWVlZo27Yt47kW63OGhoaYN2+e5BnFzp07o3bt2ti+fbvoGXCu3zZr1gwhISECIL+SkhJUq1aNrc9+fn4CH0KbPkUul6NNmzZYvHgxoqKikJycLAn4JZfLUbduXUnucU7FeLG1+7zU5zt16oSNGzeK8pAaGRlh27ZtkoBm1apVw7Vr1yTZKKpXr47r169LojKbmJggLCwMM2fOlHz2YcOGYe/evZJ2MzMzrFq1Siftio2NDRo2bChpNzQ0FAVk43hIZ8+ezQOlItLQA3l7e2Pr1q14+PAh8vLyGBeskZERevbsiQ0bNuDJkyesb3Pgc5UqVcKoUaNw+vRp3rzPAXxWqVIF06dPx/3793nj4v79+yDS4KjMmzdPcGa2uLgYpqamqFKlCnx9fQXI/P8JQj9Ajf66nDlzhsdZKJfLMWzYMIYElpyczCDkiTRBxcyZM9mB5PI8TjVq1MDmzZt5AeCmTZvYAti5c2fBwevo6GhYWFigQoUKWLZsmQCs4eXLl3B0dESLFi1EUQMLCwvh6emJadOmSQae69evF8D8a8ubN2+wZMkSSXtBQQGWLFki6dgVFRVhx44duH37tqi9rKwM8fHx8PT0lPyOpKQkODk5SQLFXLt2DZ6ennBzcxN9jitXrmDEiBEg+q/gSlvu3LnDoLkNDQ2xYcMGnpP57Nkz3kJPpCF3P3PmDNRqNbKzs2FnZyfqTOjp6aFz586M/uGvaJUqVQT8mdr9cuXKlTxnSNupsre3R0pKCrZv3867H4e8OWjQICgUCly5coW32HATLIfamZaWxpy5qlWrskn+l19+AaBxKDmUTFNTU0ZPMHXqVNaOXDAql8sZSFGfPn1YW2sjFTs6OrLn5wARzp8/z+zawT83JjMyMtjv0obl5965Wq1m99XWPn36MIds0qRJAnuNGjXw9OlTAJoEkNg72Lp1KwAN8rUYBDvHdwiI02jUr1+fQeqvWLFCYDc2NsbKlStRUlKCixcvijrfvXr1woMHD/DhwwfRRbhq1arYtm0bVCqVgOqoUaNGGDNmDG7dugUACAgIYH2pY8eOWLNmDR49esQWyRs3bjDk8ZUrVwoAHzIyMlCnTh307dsX165dEzidCoUC/fv3x/jx4yUBK9avXw8fHx9JEJekpCQMHDhQ4CRykpubi7Fjx0o6oyUlJVi2bJnOwPnkyZOidCucZGVlYeHChZL2vLw8HtWCmD0gIEASdEOhUOD8+fPo16+fqOPOcWRWrVpV8h7nz59Hx44d4erqKolCyRHcr127VvA9sbGxrL9UqFABO3bs4F3z8OFDBtxEpAFWmjJlCqNk+vDhg2iSp2LFihg3bhxiY2NhY2MjQAP+76iuYNTJyYkR04uNXX9/f8lg0dzcHKdOnUJ8fLyonXO8v379KvoMlpaWuHDhAgAIOC25tuLQtH///XdROpEOHTrg2bNnuHHjhiTa+6hRo/Ds2TMeB2h5dXV1Rc+ePUW/w8TEBN27d4eHhweb+zm1trbGtGnTcPXqVVy5ckWAotujRw+cOnUKKpUKubm5gt/p5eXFSyiPGjWKBzrUpUsXHsIrx/PJ2W1sbBAeHs7WifDwcHh7e/OC85EjRzLf686dO+jXrx8Prdfc3ByBgYEoKSlBdnY2OnbsiMmTJ/PQT2vVqoWtW7eipKQEnTp1gru7uwCB38LCAgsXLoS7uzt++ukntGvXThT0y9LSEqampjA1Nf1bHLt/VR0dHSWpQIyMjLBx40ZGUVRe7ezsEB8fz+Nx1dZ27dohPT1dFNlV267Nba6t9vb2ePz4sSR/u4mJCXbv3g21Ws2bV8r3uXfv3gmQyjk1MDCAr68vjh8/LoqCTKSZfxYsWKATtM3Q0BA1atTQSfOjr68vmeiqVasWunbtKho0m5mZYeTIkQgKChL1S5ycnLBu3Tp8/PhRlHqmR48eiIiIgFKpxLRp03hzg56eHoYPHy6JJv7vEPoRkP51keroXEeQytYaGBhg4sSJPAdfW6tXr46NGzfiy5cvootLr1692ORcntLE2toa27dvZwipS5cuZTaZTIbJkyfzsuCRkZHM3rRpU+ZUc5KSksI6+dKlSwWOSHFxMVucxIjb1Wo1WrZsCblcjt9//120HYcNGwZ9fX20atVKdCdhxYoVbMIW4+rT/g2Ojo4Ch+rNmze8Sa08mq9KpRIM9t9++433W8tDbhNpMosc6ibH+ymmLVq00Jn5/p4aGRlh/Pjx6N+/PwwNDdGpUyfWHjKZDJMmTUJ2djaCg4NhZmaG8ePHw8fHh/WlK1euANCgL5qZmWH+/PlITEwEkSZo5hAfi4qKUK9ePSxYsACfP39G3bp10b9/f+Yoq9Vq9OrVC1OmTEFeXh569eqFoUOH8t6Zv78/PD098enTJ8yZMwf9+/fn2U+fPo22bdvi9evX2LlzJ9q2bcvLOnMJlBs3buDixYuoXbs2bwe5sLAQzZs3R2hoKB4/fgwTExPGqcY9o7u7OxYuXIhnz56BiHDw4EHe+160aBHc3d1x9uxZEGl2LbXlwIEDcHBwwOzZs0GkSQRpJ2sSExN5CYC6devydnwKCgqYs8EtKpzDyUnz5s2ZXV9fHxs2bOD1t9GjR/P67LRp03i7gevWreMlNzw9PXkBX/mA1MXFhfUDQLPzqL0A1q9fH9u3b+cFbtqk6JUrV8bUqVN5sPscTymnzs7OCAgIYEi169at49mNjY3h7+/PvuPcuXO8BdTZ2RknTpxg/SU5OZk5CmZmZvj99995fUWhUDBHoWHDhqII3NxOdNu2bUV3W7lx3apVK9GdXo6P0NbWVhQZlZvDK1asKIrimJaWxt6jdvtzUlpaCltbW8jlch66tLa4ublBT08PTk5OolypCxYsYM4QV2mgLQcOHGBtXLNmTQEa5rNnz3iopYMGDeLteGknkjidMWMG7xptLlRO3d3dWZtL8ToaGxtjwYIFkmuhtupy+GrVqiVamcG921OnTuHXX3+FXC5nu1Xce9uwYQMUCgWioqKgp6fH4/G0t7dnidJPnz7B0NCQcdsSaWg/uHGnVqthZ2fHQ3R3dXXl7VwPHjyY5/y6uLjwEDNXrVrF241q0KABL8l69uxZnmNbsWJFbN26lY2Zt2/fCtqpW7dubNyq1WpB4lMul2PIkCG4e/cuAAgSq5w2b94c69at4yXRxVRqh5abK6V2+4g0SbmrV69K2ocNG4bk5GTJ7+B2Q4cMGSJqNzExYUjMUt9Ru3ZtLFmyROdv1EVh9M9QscCR49Y0NTVFhw4deP3G0dERJ06cgKWlJaytrTFy5Ei2HlSoUAGBgYFQKBTo3bs3atSogRkzZrDPa1eBLVu2DFWrVsXEiRPZvQcPHswSwGfOnIGpqSmP+mbatGnMZ/jw4QOMjIx4/tXkyZPZPK5SqVCzZk2WPCbSrGXaiLu9e/fm9fmffvqJR6nk6+vLC+grVqyI4OBgtp6K+WY9e/ZkO/dPnjwR2Ll5KTs7GyqVSjSYtLS0xNKlS5GZmSnJS8vtZuqiIDIwMBBNxv139HuI0jVr1tSJKt2uXTscPXr0T1Uq/jOFfgSkf11evnwpWZpHRLCysuItfuXV3NxctHxSe+ANGzZM8rN+fn5Yu3atwGZmZoa+ffsiJSVFkKEyMDCAvb09c5D37NmDypUrsw5tYmKCkJAQNpgjIyN5JaIzZ87kBRjR0dGoWrUq+2x8fDyvjaKjo9kCaGxsLCjnio6Oho2NDbt/eS7Su3fvolOnTsxenjqhoKBAwO9Znhbk6dOnguxTcHAws5eVlWHQoEGCdtTmGY2MjBQd9JUrV8b+/fuRmpoququlrXXr1hU8h5WVFUaPHo2DBw/i+vXreP/+PWtvKysrLF++nJWaZmRkMG5OIo0zpJ01/vr1K3P2ly5dip49ewqccG4nKT09He7u7oKdJe22nT9/vqBESXvC2r17tyD4V6lUrM2ioqIE1ABqtRrx8fHIz89HQkKCAL7806dP2Lp1K969e4ePHz8yJ4mTDx8+IDAwENHR0fj27ZuA+7G0tBRnzpzBpk2bUFpaCn9/f5SXb9++4dq1a0hISICnp6eg3EytVkOhUODy5cto27atKEXE169fsWTJEjRq1Ei09OXLly9o37496tSpI1riXVJSgl69eqFWrVpsx1FbFAoFvLy8UKdOHcTExAjsHE+qnZ2daJIG0BCKOzk54dSpU6I7Z0uWLEGbNm1w7Ngx0ZLRtWvXonPnzggPDxfdYdy1axfc3Nywfft2UbqUyMhIuLu7Y+3atbh586agr9y9exf9+/fH/PnzsWvXLly7dg0ZGRnsWV++fAkPDw94e3tj2rRp+OWXXxAREcHs6enpGDhwILp06QJnZ2e0bt0aJ06cYPfPzc3FwIEDYWtrCz09PdSrV4+XcCsqKsLgwYOZI+bi4sJ71yUlJRg5ciQbqx07duSNBy7rzNlbtmzJs6vVaqxatYrZbW1tBeMtJCSEfb+JiYng+AR3pIO7R/mk3oMHD9C1a1eeA6S9m1xaWorVq1fz5pzevXvz5vAXL14InJWpU6eydlYqlYLdciKNY8q903379kmugadPn8bLly91lsVVrFhR8qhBkyZNMHnyZCxduhRubm68z4wbN46VjCYnJ+Pt27fMeXdxccH58+fZ78jJyUF+fj7mzp0LIsKIESN4/VahUCA3NxcXLlwAkYaeqvz7ys3NxcOHD0GkSWSV39X+/PkzS3TNmzdPkEDIy8tj70Ps88XFxdizZw+INJza5UvSFQoFTp06BSJNwF9+/lSr1bh27RqINEHJuXPnBGOf41Q0NTXFrFmzBH3u9evXLGi2tbWFn58fb9y8f/+e59dYWVlh+PDhCAkJQWpqKjIyMnjJLE4tLS3RrVs3TJ06VXLnTXutlLLp6+uja9euOncVu3TpItpnObW2tsbgwYN1BgI1a9ZE//79JXcRiTS+lthvLf+8YveoXr06evfujeXLl2P8+PG86/v06YOtW7fi5s2byMvLw+3bt0GkScr069cPMTExUKlUePbsGVQqFTIyMli7hYWFsfn8/fv3UKvVKCoqgkwmQ//+/XmUcllZWSgrK8Pnz58hk8ng6+vLm8MKCwtRWlqKly9fwsDAAP/4xz94/UmlUqGwsBAXL16EkZER9u7di/KSl5fHeEBDQkIE9s+fP7NkUWBgoKC/5ubmsp3s6dOnC9aR/Px85ud2795dQJlXXFyMQ4cOgYhE+XlVKhUuXrzI2l67coOT+/fvs6RdgwYNsGPHDt6a+PTpU5YclclkcHNzw+HDh9mzvnr1iufrm5iYYNCgQdi/fz/y8vLw/v179O7dW9C3PDw8EBQUhDt37mDcuHGi82aPHj3g5+fHW6vK34ejTZLqo1WqVIGrqyvWrl37Xbq4f6bQj4D0r8uWLVtgYmKCZs2aYejQofD398e+ffsQFxeHvLw8nDhxAjVr1oSrqyvGjRuHlStX4sCBA7h79y6ysrKQmJiITp06wdvbG7/88guCg4MRHR2NFy9e4OvXr8jNzcWcOXOwZs0ahIeH49KlS3jx4gVbpJRKJY4ePYro6GjEx8fjw4cPgsGalpaG7OxsfPnyRec5JbVajZKSEmRlZSE1NVWwUObn5+PWrVsIDg4WlNYqlUpcvnwZM2fORMeOHVkAxUl6ejr8/PxgaWmJTp06CXZBr169ypwqa2trXnastLQUISEhLBtIRFi9ejWzf/z4EcuXL+c5bTKZjJWmFRUVYfr06YKMpr6+PtuxCAkJkTxj8PPPPyM9PV20XKL8AiiTyaCnpwdbW9v/j73vDIsqy9ZeRY4SBQEJogiKqI2ooAgGbBTF1jYHtM0559Da5oxgaAWMqIgBFAUjKCjYBhBtE6ggbWxBJWeq3u9HTe3L4ZxTzJ25M9P3fq7n2Q+lq8I5++ywwl7vi+7du2P8+PFYt24djh8/jtu3b+Po0aOQSCRwd3fHmjVrcP/+fV5fpKSkwNnZGQcOHBCtG0tMTERoaKjSurTU1FSl+oqKinqjYUJOTHV1NdLT03mcYTU1Nbh79y7Wrl2LyZMncwypmpoa3Lp1C/PmzYO9vT3niC4g33D2798PHx8fqKioYMmSJRx9Xl4e9u7dCy8vL7ap1r43RXZj3LhxMDIygoGBASPYVtxDcXExoqKiMGbMGJiYmGDEiBGQSqWcTUUmk+HZs2fYvXs3BgwYgD179oge5ayqqsKWLVuU1mFMnDhRKTfawoULlXK3bdu2TZTrD5BHfpXVFiYlJSmd85mZmUq5SOvjsv1PR1P/O1JdXY3s7GxBYvXKykrcvXsXwcHB+PXXX3l98vbtW+zduxd+fn6YNm0aT//w4UPMnz8fjRo1EuRSvn//PsaMGQNNTU3MmDGDp09OTmb1Q7179+Z8v1QqRXR0NMvK6ejocAyuwsJCBAcHo1mzZmwtGjhwINNnZWVh/vz5nPWR6L+4fouLizF27FhOhkLRFHXbO3fuFK1b9Pb2xu+//y6anVQ0RaZaVVUVlpaWcHNzQ79+/TBlyhSsXr0aISEhaNq0KTQ0NNClSxcsXboUcXFxnDFYXFwMY2Nj9OrVC8ePHxcMksTExMDLy0sUcwEAxo8fr5Qj+OTJk4iLixPVJyYm4syZM0o/f+rUKVH9smXLlOqDgoKUfv+BAwdw4sQJ0fs7duwYQkNDRednRJ4CDZIAACAASURBVEQENm7cKDq/jx07hunTp+P27duCv3H8+HH06dMHgYGBePToEW+fiYqKgoODAwYPHox169YhNjYWb9++Zd+VkpICDQ0N2NrawtvbG2PGjMGqVatw6NAh3LhxA8nJySzIraKiAjMzMzg7O6Nbt24YMmQIpk+fLlqe0qBBA9jY2MDZ2VlpCYy6ujqMjY1Fj4BramqicePGgo6xoaEh2rRpgx9++AGzZs3iZGutra3Rp08fLFu2DCdPnsTz589ZgMLc3BzDhw9HaGgoXr16xQn42Nvbo0ePHggLCxPkA128eDFmzZrF9rW6cuXKFezcuVPUmcjMzMTZs2dFx8zr16+RlJQkqAPkpyhqB7/rSlJSklJe7SNHjvCCy7Vl5cqVgidIFDJlyhRER0eL6hcvXswrE6gt69evx7Jly0RLO4KDgxEQECCIAwPIj4B7eXkhJiZG0K66fPky7O3tsXbtWl6QCAAePHgAAwMDjBo1CtHR0by1682bN9DV1YWHhwdWrlyJW7ducYJZBQUFMDc3h52dHUaOHIk9e/YgPT2d7e9VVVVo1aoVjIyM4OPjg0WLFiEyMhIvXryAVCqFTCZDr169oKenB3d3d4wfPx47duzAtWvX8OHDh78MJ/nf65B+Q9kVkNzcXDI1NRVFcPv/kRMNABUXF1ODBg14uvLycjp+/Dg1b96cvLy8ePpbt27R6tWrqU2bNrR9+3aOrqamhk6ePEnr16+nnJwcysjI4KDrVVdX04ULF+jXX3+lhIQEsre3p0ePHpGenh4RyVHcUlNT6cKFC3T+/Hn6/fffydjYmO7du0dNmzYlAPTp0yd68uQJPX36lJ48ecLa999/T4cPHyaJREKVlZWMBkDxurKykjIzM8nc3Jy8vb1FIdzT0tLIzs6OTExMRPsvPz+fDA0N/+2oyqWlpfTq1St6+fIlvX79mkaPHk3m5ub07t07xkV69+5dSk1NpTlz5tC6desY5+vVq1cpPj6e8vPzqVGjRnTnzh1q1KgRXb9+nc6ePUsxMTGUm5tLREReXl507do1qqiooJiYGDp58iRdvXqVoed169aNrl69SuXl5RQTE0MnTpygq1evMpQ/Ozs7evDgAenr69ONGzfo1KlTFB0dTV+/fmX3cuHCBerbty99+PCBLly4QDExMZSQkEBVVVVEJKeuSUxMJG1tbXrz5g0lJCTQ9evX6fr164zzdPny5bRu3Toiko+958+fU1paGqWmplJqaio9fvyYgoODacKECZx+BEBfv36lrKwsys7OJj8/P8G5oHjvN/Ts/11SWlpK6urqgoibNTU1FB8fT+3btxec43l5eXTw4EEaOHCgID/t8+fPaevWrdS/f3/q168fRweAkpKSaNOmTaStrU1nz57l6GUyGV2+fJmCg4Pp6tWrdOrUKQ4at1QqpcTERDp+/DidOXOGysrK6MaNG9SlSxf2+cePH1NCQgIlJCTQzZs3qaSkhMLCwmjChAkEgD58+EAvXrygFy9eUGZmJnutp6dHp06dIhMTE6qsrBRsmZmZ1KxZM+rcubPgnvj582d6+fIlubq6iiJDf/r0iQBQo0aNBPVEcuoWMXqM2n31r+R8rG9eV1ZWKkW/ru/6/tPrRn2/Xx+NydevX0lfX18UjfmPP/6gsrIyatiwIRkbG/P64vPnz3Tz5k0yNDQkQ0NDMjIyIkNDQ2rQoAEbW3fu3KEHDx6w99R9r5aWFh0+fJg+ffpEDRs2ZByjitd6enpUXV1N69evJxMTE7KzsyNbW1uytbXljK/MzEy6cuUKtWnThlxcXMjY2Jh3PwkJCWRpaUlOTk6C/aagIzI3Nxfts+rq6v/THJ712crl5eWiPK5ExBCo/9HPl5SUMFtRSOpbV+rzBT58+ECmpqaiSM0fPnwgXV1dURTz3NxcqqmpIUtLS9HrKygoIFtbW8ExVllZSX/++SfZ2Nj8pW2Ob7Qv3+QvJ8roA2QyGZ07d44yMzNp6dKlgp/PzMykffv2ka6uLnMq6soff/xBFy5coKysLNqwYYPoYgWA3rx5Q5qamkoNob+CyGQyKioq4vDiKVphYSHl5eXRmzdvKC8vj7777jvKy8ujly9f0suXL5kjpqWlRcOHD6eCggK6e/cu+3+FDBgwgKysrOjatWuUmZnJ0enq6tLPP/9MDx8+pIsXL1JRURFHb21tTStXrqSLFy/SxYsXedQ0lpaWtGfPHoqIiKDY2FgelLyGhgZzcKOiogS5UpcvX04NGjSg06dPC1KzWFlZ0ZYtWygpKYkSEhIoKyuL957BgwdTnz59KC0tjdLS0ig9PZ13LZs3byY3NzfKysritOzsbCosLCQtLS2KiIigfv36Mf5XBc+g4m9VVRVNmDBBlBrhm/z/KfUZV+np6WRjYyMa2MrIyKBTp07RggULePQCRHLjLDY2lm7cuEEbN24UNIKqq6vp3r17lJSURAEBAUo5RquqqqikpETQGP+/LFKplMrLy6miooIqKirY6/LycjIzMyM7OzuqqamhsrIyKi0t5TRra2vBPpXJZGxdVGZAf5NvQlR/cEAqlZKKioroexR2fe2/df9PMSYrKiqoqqqKR0dUVlZGxcXF5O7uTkTE4T9X/JVKpTRmzBiqrq7mcG0raM+qq6tp4sSJpKOjQ8XFxVRYWEhFRUWcvz4+Pjx6RalUyuafmpraN97u/+XyzSH9J+XcuXPk5+cnGvlIS0sjFxcXUf379+/JzMxMNPpVXl5O6urqSiOO/+qI719R/p4ocXl5OWlpaYny7NWVr1+/KjWqkpKSyNPTUzCSB4C2bdtGfn5+5OzsLPj53bt3U1lZGfn4+FDbtm15zyw2Npb27NlDDg4O1KxZM9aaNGlC6urqlJaWRj/++CMRyY0VLS0tzt+qqiq6ffu2KCcYkZyzS4yj1MTEhBwdHen27duC+ilTppCGhgbt3r2bxxumqqpK58+fp0+fPtHy5cvp48ePHL22tjalpKSQRCKh5cuX08WLFzl6NTU1SkxMpDZt2tDOnTtp48aNVFJSwnnP3r17afLkyXTt2jWaO3cuPXv2jKP39fWluLg4ys7Oprlz51JcXBzvGm7dukUWFhY0e/ZsOnPmDO8e/f39KTAwkMaOHUvJyck8vUQioaVLl9L+/ftZ1reu6Ovrk76+PpWWlvK4ThViYGBAXl5ebAOtvb6WlZXR27dvqXnz5jRkyBAyMTEhQ0NDMjAwIENDQ9LT06O0tDQyMzMjS0tLwbWhPqfmm3yT/67Ul8V49+4dNW7cWFR/7tw56tWrl+C4lEql9Msvv1DXrl3Jy8tLcD/csmULff36lTp06EDt27enxo0bc9bzq1ev0ubNm8nGxoZsbGzI1taWvbaxsaF3795R//79iUjObVi3AaDo6GgqKSkhNTU1zr4BgKRSKVVWVpJEIiEVFRVRbkZdXV3S0NCg0tJSdiqjtlhYWFDDhg2ZkV/boa2qqiILCwtq3749aWpqco6pyWQyysjIIFVVVerRowdZWVkxTkUdHR3Gqfju3TvG8angUjQwMCCJREK5ubl07NgxatWqFTk7OwvykB4/fpysrKzI3d1d8Fmlp6fThw8fyMfHRzDTW11dTUeOHKHBgweLOgjR0dHUunVrwZMCRHK76ePHj9SnTx/RPTsyMpL69OkjGtDLyMig6upqcnFxEdQTyffcXr16idpXt27dYuNISF6+fElPnjwhf39/we8oKCigHTt20MCBA8nFxYV3L2VlZTRt2jRq164dde/enVq2bMl5T3FxMQ0cOJDMzc2pdevW1KZNG2rdujULjn/69Il8fHxIXV2dGjduTI0bNyZra2v2uqamhkaNGkVVVVWkr69Penp6nL/l5eV0/fp1pTyj9Ul93LtqamqkqqoqandoaGiQoaEhlZWV8fZ8Irlt0bhxY9LS0uIFgBQnq0xMTKhly5akqalJEomENSKirKwsKikpIRcXF3JwcGD7s6JlZ2dTUlISWVpakqurKzVu3JisrKzI0tKSrKysqLq6mmbNmkXW1tbUokULatmyJTk6OnKCfdu3b6fCwkJyd3cnd3d3nh3522+/UUxMDPn6+lLnzp15/kBZWRmtXLmS/P39RW3M7du3k6urK3l7ewva+9HR0aSrq0s9e/YU1D9//pyysrLIz8/vL+svfOMh/Sdl7NixSjmqdu3ahSZNmiA8PFywnis5ORkODg6i5/vz8/PRtm1bJCYmil7DiBEjRLkxAXkNUN1C79py8+ZNpXx/Hz9+rJfjTtn3AxAEPaktb968UVqTVlJSwkFWExIhhMnasmDBAqX3MW7cOAQHB4uep58+fTpat26Nq1evCuoVqMudO3dGeHg4j0bn+fPnDBjJ2NgYgwYNwr59+/Dy5UvGodm7d29ezYqqqirs7e3x/fffcyDohZq7u7so2ENAQABu3rwJPT09ns7BwQFZWVl4/Pgxr96MSA4mIJPJkJmZyYP0JyIcOHAAgLxmWah4/sSJEwDkNW910VmJCEFBQQDk9TQ///wzDyly5MiR7LmcOHGCx6tma2vLam8ePnwoCJqhQIH+8uWLIGqyh4cHSktLIZVKceTIER6ynkQiYaAN165dE+xnBwcHvHz5kocwW7sNGTKEA9RVt6mrq3OQPIXGg4WFBXtta2sLLy8vBAQEYMWKFQgLC8OOHTtgZmaGHj16YO7cuTh48CBSU1PZmCwsLES/fv2wfPlyXLp0SbBWNTAwEJGRkaI8o8nJybh7967ofPn06ZNozZNChOptaouyGloAolQpCpFKpf80R/I/yyEK1F9vW999iNU+KeTr169KwShkMpnSGi8A2LNnj9J7HT9+PAfRuq4MGjQIM2bMEK27njx5Mg+orbYoUOmNjIwwZswYxMTEcNbQly9fcpBEGzVqhH79+mHt2rW4cuUKPn/+zKi7hJqZmRkHi0CoWVlZcRCH6867n376SZCTkUgO2rNq1SrR9dfc3JwBKgk1bW1tURDD2uu72O8TyWsuhTgntbS0YG9vD09PTw4KsKGhITp37oxJkyZh586dSEhIYKBKinreFStW4Nq1a2wMFhQUwMDAAPr6+hg+fDhOnz7NA18aOHAgdHR08NNPPyElJYW3RijwFAYOHChYW/j582eoqKjAzc1NlId0zpw5MDU1RWBgoGAt/adPn6CqqoqRI0eK1gaOHDkSDg4OovZZQkIC1NTUEBAQIMiXWllZiYYNG8LCwgIrVqxgqPt1+4JIjgS+fPlyPHz4kHM/GzZs4IzRYcOGITQ0lNkFp06dEhzLPj4+mD9/viAv93+nKav/NjMz49Ha1G4KUCYx/aRJk5TuhaNGjRJF4CYiuLm5Yd++faJzSltbG0uWLFFaL9y8eXNBm6Z2U4ZAa2hoyMMgkUgksLOzg5+fH+bPn49169Zx1o3mzZtj9OjR+PXXX5Geno6KigqGQ6Krq4u+ffti165dePHiBRsLtZkRpk2bhhs3bnDGZEhICIgIdnZ2+OWXX3g29927d9lvBwcH8/bO0tJS6OjooGXLljh06FC9e85/QugbqNE/Lvfu3WNgFERcjipADsZSG4XR2dmZ53gGBwcz49vLy4tHXRAbG8smw7Bhw3ggKg8ePIC7uzvU1NSwdOlSnhP04cMHjBo1Cvr6+jh48CBvYa+srMSGDRvQqFEjUac3KSkJ1tbWosZIfn4+nJyceAi7CikqKsKIESMQExMjqC8rK8OuXbs4yI61RSaT4fbt27CxsRF1bF++fAkzMzNs2bJFUJ+amoru3bvDxsaGR20DyBE/Bw0aBCI5sEhdBz0tLY1DbeDr68vZoDIyMhhPn6IZGRlh9uzZePbsGT59+oQffvhBlAvPxsYGFhYWSrnyVFRUROG9ra2t8f333wtSI2hpaWH//v1YvXq14Gc7duyIvLw8HD16VPD7J02aBKlUiuTkZEFjaOXKlQDk4C+Khb329yhAiqqqqjiohgrHeMiQIey5K56BYmEmIrRo0YIZPFu2bGF6BcK1pqYmA6tRGBCKhV/hVP78888A5EZKbQ49xXW2aNECX758gUwmg7e3N+8eJRIJjhw5AgCiG7CHhwfy8vJw6dIlweeooaGBvXv34sOHD3B0dBR9Fk+fPsXYsWMF9Zqamli2bBnCwsJEudOcnZ2xZcsWjuFZ+36dnZ2xf/9+TnBDRUUFbdu2xYwZM3Dy5En8+eefmDNnDojkhnjXrl2xbds2ZGRksGcVFRUFIjk/6bp163g8ozk5OdDV1UW/fv1w/fp13twuKSmBh4cHpk6dKjivZTIZ5syZg0WLFok6ZGfPnsXcuXNFnbGioiIMGTJElGO5pqYGs2bNEgQSAeTOaFBQEIcjsa6kpKQgNDRUVF9VVYWAgABRZ6+yshKTJk0SpJUB5ABk69evx5UrV0SvMSYmBqNHjxYNDrx69QrGxsaifKrPnj2Dg4MDAgICBKllUlNT4ePjA01NTezbt4/3O2lpaejfvz+I5I5ZSEgIx5h69uwZBgwYwBnHEyZMYNfz/v17QVRUXV1dDBo0CEeOHEHPnj2Vro+KsSqm09XVFXXmtLW10bt3b1HwplatWiEwMFDUcPX19cXNmzfRuHFjQb2fnx/evn0rSg/h6uqK58+fY8KECYJruIGBAQ4dOoSwsDDRPvD29kZkZKRSNGN/f39RWhdFa9iwoaBTrqamBnd3d/j7+7OAmKJpaWmhf//+CA8Px40bN3h0dC1btsSOHTsY0nFdJ8fT05MDGLNy5UrOOl3XMd2/fz8HVbRx48YICwtjgZ/Lly8zu0Zx7VOnTmUB6cePH2PJkiUYM2YM+47mzZvj+PHjqKmpQX5+PqZNm4Zt27ZxApO9e/dGYmIiZDIZpk+fjkWLFnGeqUQiQZ8+fXD+/HksW7YMo0eP5qBgK5qDgwO+//57dO7cmfFtCzUNDQ1BHs6/tynj7TU1NeXROdVuI0aMYLzgQt8bFBSEpUuXCs45PT09RERE4Pjx44LXr6mpibCwMKSlpYlyfM6ZMwdfv34VBZRUzJkRI0YIXoOamhp+/vlnbN26VXTempubY/HixRxQuLrN0tJS6ZwikgeRlQWK1NXVRdGamzRpgj59+giiNZuZmWHKlCmIiIjg2EaKsdajRw8cO3YMZWVlmD59Oo8Savr06SyRExwczAHpsrKyqhc48d8t9M0h/cdFiJxeMYCDg4MRHR0tqO/QoQPi4+Px4cMHQf3IkSORk5MDmUzGW/h1dHSwYcMGZoDV3cSbNm3KoYmozUNKJN+QaiN/1r5GFRUVrF+/nmM4vXr1ihntenp6PPTB0tJSFn0yNDTkIbHJZDJ069YNampq0NTUFERSmz9/PtsAhbj4IiIi2ILj4uLCy9g8e/aMsyAFBgZy9OXl5RyYegMDA9511M3qmZmZce51+fLlvOekoqKC8ePH4/379wyKX6wp23QUTcyY0tfXx+LFi9mzrm2wqKmpYeHChSguLmYUQLUXT0dHR+Y4x8fHg0huuCg2an9/f4b49uHDB+jo6KBr167MuR43bhwbD5WVlWjZsiU6duyI4OBgEBF++uknjnE6fPhwODo64u7duzAyMkLv3r05hun27dtZ306YMAFOTk4cqo2EhATo6Ohgz549iIuLg66uLicz/ubNG8btlZ+fDxUVFRw8eJDpKyoq4OzsjK5duyI7OxutWrXCjz/+yBnTQ4YMgY2NDc6dO4fu3bvDysqKk6nbsGEDNDU1sWDBArRq1QoqKiqc7Pvly5dBJA8gKcbtwIEDmdPz/v17qKiocDaHJk2asAyVTCbjRWw1NTWxdetW1ldChsDAgQMZRYMQB3KrVq1w6tQpSKVS5izWbkZGRli0aBFycnLw+vVrnl4ikaBnz544evQoSkpKBDdxU1NTrFu3DhUVFYLZei8vL5w/fx4AeJH71q1b4+DBg4JUIVpaWli4cCHHMXz69CnT29ra8taeiooKlg1ydXUV5AFVkKZ37NhR8BTItGnToK6uDhcXF8GsXWhoKLS0tNCoUSPBLMvdu3ehp6cHNTU1XL9+naf/888/mRGgQK2tLVVVVWjfvj20tLTQvXt3wUzq2LFjoaOjAyMjI8Fr2L17NzOGNmzYwNP/9ttvbG2xsLDgfUd+fj4nw9C7d29eAMDNzY3zLIcOHcoxZKZOncobC9999x2Sk5MBAIcOHRJd93x9fVn0/x9tTZs2Fc30WFpaYvfu3YxXWGhe5eTkMGqI2ka8qqoqVqxYgYqKCrx48YKN1drzNjg4GFKpFJWVlTA2NuYE4xSGu2KN7Nq1K2/OLVmyhGUrhLJdffr0YTQUx44d4+kbNWqE48ePQyaTceZM7dazZ0/cvXsXUqlU1HD28/PDtWvXlO5V9vb2HJ5WoaaME1FDQ4ND3VO3OTo6Ys+ePaJ7Yfv27REXFyd4SodI7uhFRkaKBvS0tbWxePFiTmCzbmvRooVSnlLFdSjjxSUiQe7K/8mmjBrH1tYWISEhzAmqO6Znz56N/Px89qxrr/WNGjXCuXPnAMhPhRERB4W7ZcuWLDlx8OBBEBEnK9+6dWtG76fgO689Z5o1a4b09HQAcvtRX1+fM2aMjIw4yYu6p4Xqzhmh006urq4siLhv3z6eXk1NDfPnz0dBQQHu3bsn2IdmZmYs0yj2rG1sbLB9+3Y4OzuLPgtTU9N6WRrqG0v1tfoCdT4+PqJZYgMDAyxZsqTeU5D/DqFvDuk/LhcvXuQ5jLWbiYmJUgJlT09P3kavaJqamli4cKEg4bhiUsfGxopmvUaNGoXc3FxERkbydMbGxjh58iQA+bG7uot/r169GB1FRkYG54iniooKdu/ezfrgw4cPHC5WfX19ZoQAcqh+V1dXjr52FrimpoZ3zOrYsWOcft61axdH37VrV05G5MGDB7xs0a5du5j+y5cvvCOcGhoaiIiIAAAW7RTqx5kzZ6K8vBxRUVGix0J0dHQwefJkZvyKTfpmzZrByMiI8/+2trZYuHAh7t+/jzNnzuDIkSOchWz9+vXMAX/w4AHS0tIYsbinpyfnqHZubi5+//13PHz4EETyCGdtZ08mk7GNwMnJCZMmTeIZwIpjQqtWrUJAQADvGNO7d+9QU1ODjIwM9OzZk5dNKSgoYI7ZyJEjecEDqVTKMmkhISG8bHVhYSHCwsJQWVmJnJwcHs/o27dvsWLFCnbMq25GvKKiAocOHcKKFStQWVmJn3/+mWdcf/z4ERcvXkRiYiKmTp3KyxqVlpYyB7Vbt2688ajgUpXJZFBRUcG8efN42a9bt26xZ9mvXz8exUJycjIzTjt16oSMjAyO/vHjx4xsvE2bNrzTC2/fvmUZqVatWuH06dOcaygoKGBHo52dnRESEsKBmq+qqsKMGTOYfvPmzTzuNcXa0qJFCyxevBjJycmc8RAWFgYiubM9evRo7N+/n0Mlo6A7aNSoEXx8fDB79myEhYUxY+XOnTtQUVGBjo4OmjVrhi5dumDSpEksW/rs2TNOxkpDQwPjxo1jfZmTk8PZZPX09BAeHs6u79OnTxx6CFtbW858KSoq4mRyWrRowdmUKyoqONxvTZs25QTzampqODyjRkZGHJ5lxXE7hTEokUgQGxvL6eMHDx5w9pDFixdz9Lm5uRx+zjZt2nCeo1Qq5TladSlDLl++zDF47OzsOM86NzeXlynp0KED2wOkUqngUdimTZuykwnHjh0TdURGjRqFuLg4UaoORavNd137mf7www/Yu3cvNm7cyOkLDQ0NDB06FAkJCZBKpUhISEBsbCzrb0tLS+zatYsFQDIyMpCUlMTGvZOTE6f8orCwEPHx8Th79iyI5IZ1XZqga9euISUlhenrlsqkpKQwTkMnJydeZv3hw4fM+baxseHN6+zsbBboNjQ0xJEjRzgBvy9fvjDORVVVVcybN48TGKipqWHzkkh+xLduoOTUqVPMWdLW1sbUqVPx/Plzpo+Li+M4ICYmJhwamOvXr/MySlpaWvD19UVgYCBOnTolatfo6emhQ4cOSp0pIlKabVKsKcqM8MaNGyt1EnR0dODi4iJ4vLn2fFaWOSOSOwJiJ1UUc17IbpBIJGjWrBl69OjB4SBV3PuPP/6InTt3Yu/evbh69SoLqCsysFeuXEFZWRmOHDmChw8fMiffysoKe/fuZc5aXFwcsrKymM2goGlSyL1795Cdnc0CnAEBAZwj99nZ2Xj27Bm2bdsGIsK0adM4p02Kiopw79495vRNnjyZdxolMTER4eHhIJJzF9eljEtJSWHBIA8PD96x57S0NHZs2dramjdnMjIymF5TUxMbN27k2DUfPnzA6dOnWf/27NmTE+QuLy9HeHg4e05GRkbYuHEjx244ePAg57i/m5sbTpw4wX4nMjIS7du3Z3oVFRX4+fkhKioKlZWVuHjxIu/UgLq6Onr37o39+/fj0qVLnNOWiqaqqorOnTtj5syZgpl2RWvSpAmHfkioKcuWK/T1UdX9q4W+OaT/uMTExHAGoIJXa/To0Vi5ciWWLVvGnD0VFRVYWFigXbt26Nu3LyZNmoSpU6eyhVdDQwOWlpZwcXFB165dMWjQIAwfPhy6urrQ0tJCw4YNYW9vjzZt2qBz587o1asX+vXrB0dHRzRt2hQtWrRA69at4ebmBg8PD3h7e2PQoEEYMmQIunXrhi5dusDDwwPt27fHd999BxcXF6xevRobNmzAyJEj4efnh06dOqFly5awsLCAg4MDkpOTERkZiZkzZ8Lf3x+tW7dmk3bWrFmoqanBtWvXMG/ePHTv3p05W7q6uiwDefv2bcyYMYNDCmxqaso2wAcPHmD06NEcx11dXZ3xxGVnZ8PPz4937GPw4MGQSqUoKiqCv7+/YIRJcbRMzGknImzatAmvX79WOpldXFywePFiwc3I3t4eHTp04Bwn09PTg7e3NxYsWIDIyEjGOZaZmQmJRAJra2vMnz9fsP5u79691RHIxQAAIABJREFUsLGxwc6dOwV59gCgV69eOHjwoOgRwPj4eISEhCjllqpr6NSVhw8fKq2NKysr4x31KCsrQ1xcHH777TcA4AQNcnNzsW/fPnTv3p3Vciquv6qqCrGxsRg2bBi0tLRw+PBhAP/FIVpSUoKjR4+iZ8+ekEgkCAgI4PxuTU0NEhISMH78eBgYGEBbW5sZiorvKC0txblz5/DTTz/BxMQEbdu2RUlJieAR9+PHj2PcuHEYPXq06DF0xXWtW7dOVB8UFCRI9K2Qtm3bYseOHaL97O7ujtDQUEG9TCZD3759cebMGcFxIJPJMHPmTCQkJIj+fmBgINLS0kT1Z86cEcw6KiQlJYXnxNaWzMxMpTyrnz59QkFBgejvl5SUoKioCBUVFYLvUZCyv3//HpmZmUhLS0NiYiJnXObn5+Phw4eIiYlBcHAwfvnlF06QJDc3F1euXMGmTZswdOhQ+Pv7c44Pv3nzBkePHsX48ePRtGlTtG3blmNQvXz5EkFBQfDx8YG6ujocHBw4Bt2zZ8+wdu1altExMDDg9OmTJ0+wcuVKzhHuqKgopn/+/Dl+/vlnzlH3ESNGsP7Izs7GvHnzOKcitLW1WTa+qKgIEydO5DkALVq0QG5uLgs+CfEwOzo6IicnB7du3RI9yqqhoYHg4GCew6qnpwdLS0s4OjrCzc0NXbt2ZU6QovZq4cKFOHToEO7du4eioiIMGzYMRHJHb9GiRbh+/TqnzqmiogKmpqZwcnLC9u3bBcfW1atXYWFhgZ07d4py9Pr6+mLr1q2iNVSBgYFYtWqVqP7UqVOYN2+e6PdHRkZi0qRJouv3zp07MWLECNHa7DVr1qBv376i5Sm//vorvL29RXEjjh8/DhcXF5w/f15w3sTGxsLKygobN24UrPe9desWtLW1MXz4cMTGxvKCjo8fP4aKigpatmyJuXPnMudIIW/fvmWnBlxdXTFlyhQcPHgQT548QU1NDQoLC9l4lEgksLe3h5+fH+bNm4fQ0FDcuHGDF9zV1NSEg4MDfHx82NostOcrgluenp6iyQANDQ3Y2Niw0y9C3+Ho6AgfHx/evFFXV0eLFi3Qv39/LFq0CEuXLuU4D61bt8bYsWOxZ88e3L17FyUlJSwQY2dnh4kTJ+LkyZOcsbt69WqoqanBz88P4eHhvH31zp07aNCgAebOnStYk19eXg57e3sEBweLjsk+ffogMjJSdK2dMWMGLly4IKgD5EeoxUquAGDz5s0swC8kQUFB2Llzp+jv7927F4sXLxYsFwCAw4cPY9iwYaLcuVFRUejUqRMnsFJb4uPjYWdnh+joaMFrePToEfT09LBixQrBefnx40eoqanB398fSUlJvO8oLS2FoaEhmjZtivXr1/P2xerqajRt2hTa2toYMGAAjh07xvkdmUzGMsGOjo6YMWMGYmJi2FiQyWTo0aMHG59du3bF0qVLcf78ebaOKwLUirH2ww8/YOXKlYiKikJWVhYn6aKvrw83NzeMGDECq1evRmRkJNLT0+vFKvhXy9/rkH5D2RWQ2NhY0tfXJ1tbW7KysuIhA6alpZFEIiFLS0tq2LAhDznr3bt3JJVKycTEhHR1dXkIbJWVlaSqqqoUYfdfKULcVwCooKCAcnJyyMLCgkOFAoDevn1LDx8+pMzMTJowYQIZGRkx/devXyk5OZmSkpLo9evXtHv3bsarBICePHlCV69epWvXrtGjR4/o6tWrDCGvqqqK7ty5QwkJCRQfH093796l6dOnU1BQEEkkEioqKqLU1FTGl3nnzh369OkTHThwgMaOHUt//vknZWVl0atXrxhFh+K1v78/zZw5k6qqqqi8vJwHaV5SUkJPnz6lwYMHMx5RExMTDlJaWloaPX/+nNzc3Kh58+aCKGbJycmkpqZGHTp0EEU5e/ToEbVs2VIp51hRUZEot6WiL/9RrimpVEqlpaWc76+srKS0tDRKSUmhBw8e0LJly9hz+eOPPyguLo7i4uLo+vXr5OHhQZcvXyYNDQ368uULnT17lk6ePEk3btwgqVRKM2bMoF27dhEASktLo6NHj9KJEycoLy+PiIhGjx5NR44cIZlMRklJSRQeHk5nzpxh6HsODg6UlpbGkGYjIiIoMjKSg+p7+PBhGjNmDH39+pViY2Pp3LlzdOXKFSorKyMiIlNTU0pNTSVbW1v6+vUrJSYmMh7S58+fExFRq1at6ObNm2z8FhYW0qNHjyg9PZ0ePnxI6enpVF1dTZcuXRJFYCwoKKCSkhJB5FEAlJOTQ02aNBH8rEwmo+LiYlGUSsXC/FdFy/vfLMrmz9u3b6msrIwcHR15uqKiIoqPj6eysjIaNWoUT5+VlUVRUVGUkZFBO3fu5PDeKda/U6dO0eXLl+nYsWO833j27BmdOXOGzpw5Q2PHjqW5c+dy9C9evGBz8dWrV5SSkkJWVlaca09OTqZbt25RcnIyaWpqUnx8PBtjnz9/poyMDMrIyKDMzEzKyMigkpIS+vXXX8nBwUGUjuHLly9ka2tL7dq1owYNGpCuri5vXN6/f58kEgm1aNGCdHV1eX1TVlZGp06dou+//16Uay8nJ4fevXtHnTt3Fn0+L1++JGtra6UI01++fFHKBf3Pch4WFxcrpXL6+PEjWVhYiOpfvXpFTZs2Fb3H169fk52dnag+JyeHbGxsRNeG7Oxssra2Ft1jMjMzydLSUvQenjx5QgYGBqJUQOnp6VRRUUFt27YV7McHDx7Qq1evyMnJiRwcHHjvefLkCV25coWh29ra2lLDhg3Z/chkMtq8eTOpqamRpaUlWVhYMDRhfX19kkgklJKSQqdOnWL62s3Y2JgA0IoVK0gqlZK1tTXZ2Niwv8bGxiSRSOjhw4cUEhJCjo6O1Lx5c3J0dCRbW1uOPbZ9+3bS0NAgNzc3atOmDY9mKTMzk27cuEE9e/Yke3t7wWcWExNDnp6eomPy1atX1KhRI1GezNLSUpJIJIIUTwqpb0zXxx1bn74+ntT6uHfrmzN5eXlkamqqdF22tLQURQF/9eoVWVlZifZBRkYGmZiY8GhlauslEonguk8kX3c+fvxIXbp0EbzG169fU1paGvXu3Vtw/Xvz5g3Fx8eTj4+PoD3x5s0bunDhAnl4eFDr1q15z+LDhw8UHR3NUJjr2g3FxcV04sQJNo4bNWr0l+Qj/Ub78k3+Y6LM8KuoqKDXr19TixYtBPXFxcV08+ZNcnFxEZzAgJw/9P79+9SzZ0+l/FT5+fmkoaEhuFD8X5GKigr6+vUrffnyhZGDK4xOxd+MjAzS0tKiAwcOUHZ2NqWkpFBKSgqlpqZSVVUVqamp0ZkzZ8jAwIAuXrxIcXFxHOoVR0dHunTpEiUmJtLJkycpPj6epFIp03t4eNCRI0fo9OnTdPToUcrIyOBco5OTE0VERFBUVBQdPXqU3rx5w9FraGiwgERERAS9fPmSd5/jx4+nvn370q5duygpKYnz+0RyCPrjx4/T/fv36fr165Senk511zYrKytav349C66kp6dTdnY25z3NmzenAwcOUHV1Nb17947evXtHb9++Za/fvXtHEomEoqKiyNPTk3edAKimpoaqqqpIR0fnL7k5fJN/nShb+xRBv9rBvLqSlZVFTZo0EXU6CgsL6ePHj+Tk5CT6Hfn5+VRaWqqUqqW+a/0m3+SbfBMhqampoeLiYioqKqLi4mJq3rw5C+LLZDIqKSlhPKWFhYXk7OzMWfNkMhmVlpZScXExc1jFglXf5P+G/L0O6f9Iik4ikeQQUTERSYmo5u/54b+6pKWlkaurq+iG/e7dO7KyshLVl5SUCGZHFaLge/y/mAlRZuRoaWmJOqNEcq7HPn36KP1uW1tbsrW1rfc6FItgVVWVKF8sAMrNzSVzc3NBfXV1NT18+JDc3NwE76uwsJASEhLI09OTzMzMePq3b99SXFwc2dnZUZMmTcjW1pYThX/27BnFxMSQhoYGa+rq6uz1ly9f6MaNGyxaWlZWxhzQr1+/suyghYUFqaio0Pv373nXYGlpSdra2tS6dWueTiKR0IgRI2jMmDGC3JrGxsa0YcMGcnd3F+TnNDMzo/DwcAoODqbQ0FAeP5+WlhadPHmS1NXVKTs7m96+fcv7ju3bt5OnpyfJZDK6cuUKzyFt3bo17dq1i4jknFu3bt3iOaS7du2iwYMHU2VlJR0+fJjnjBobG9PVq1cpMTGR1q1bJ8id1qpVK2rXrh116dKFp6v9PWZmZjRx4kSqrKykqqoq9ldBMK6trU2DBg0iT09PMjAwIAMDA2rQoAFpaWlRUlISOTk5kbOzMzVu3Jg3/7Ozs8nCwkI04vv/Izfx/yZRtvZJJBKlzigRUdOmTZXqFeNJmRgZGdX7O4rrqU+kUikBEM2iVFZWUl5enqjzqwgwent7C2aCCgoK6MCBA9SqVSvGw1j7ugBQUFAQVVdXs2yZgkdQkXk5ceIE3bp1i/T09Bh/p66uLvv3y5cvKT4+ntTV1cnAwIBUVVU5nIYFBQX06NEjUlNTY9mu6upq1kpLS+ndu3ekra1Nzs7OjHtRMffLy8vpw4cPpKmpSe3bt6cGDRpQTU0NSaVSkkqlVF1dTS9evKDq6mrq2LEjNWnShNTU1Djt4cOHVFBQQFZWVtSpUyfGT9ygQQMyMDCgFy9e0OPHj8nOzo5l/SwsLFj2Kj8/n/Wji4uLKA9po0aNyN3dXTBI+/jxY8rJySEfHx/B9QcAnTx5kvz8/ERP8ty/f589H7Hx8OLFC2rXrp2gnkhue3333Xei69zLly/J0tJSNNCcl5dH5eXloidcqqurKS0tjdzd3QX1AOjSpUvk4+MjaDcAoMjISPLy8hK8TwC0b98+atmyJbm7u/MyiABo69at1LBhQ2rbti3j2VSITCaj1atXk5qaGsvu2tjYMM5OqVRKK1asYCeqFONE8VpPT4+OHz9Oubm5pKmpSVpaWqSiosJ4diUSCT169Ig+f/5M+vr6ZGJiQhUVFRz+3Pz8fCovLydra2vS19fnOKAVFRVEJOcRbdasGWloaDDns6ioiO29Kioq1KxZM2rQoAH7bHFxMYeT1MLCgpo3b041NTXs9xV/CwoKqKamhtq2bUvW1tac61dRUaGSkhL6/fffycjIiDw9PcnIyIjDQ6qnp8c4yZs1a0aOjo6Mh9TCwoI0NTUpISGBbt68SS1atKAWLVpQ8+bNOWO/qKiIdu3aRe3bt6eOHTsKrr3Hjh0je3t76tChg+A6efv2bVJXVxe1IbOysqigoEB0TuTl5dGbN29E9UVFRZSRkUEdOnQQ1P+vkr/nXG99jYhyiMj0733/X72GFJCjNHbs2FEQPRaQn3339PTk0bko5PHjx/D29haF46+pqYGfn59SPr9ly5Yx9E0hiYiIEOXhAuRF47XBOOpKYWEhD9xB6DuUyaNHj5TWLD59+lSUmgGQ16Uo4yGtrq7moK0KyezZs3kF9bVlwIABotQKgBzgZtq0aaKcqz4+PnBwcMDq1avx6tUrnl6BnOro6IgJEybgyJEjyM7OZhyktWkRiOTADR4eHhg+fDiWLFkiChShaGL8efS3GpyZM2eKwp//8MMPePHihWjh/OHDhyGVSnkAU/S3upqbN28C4INc0d9qaxTzo6amhkOFpGghISGsnyIiIng1a/3792fjJzU1FQ4ODhy9vr4+q837/Pkzq0er3SZPngxAXrsaFhbGAe6gv9XeKepfMzIyBEGqXF1d8fnzZ1RVVQnSVBDJQYxev34tCOOuaGIokUJNQ0MDjo6O8PPzw4wZMxAYGIglS5ZAVVUVLi4uGD9+PPbu3Yt79+6xut1Xr17B1dUVs2fPxvnz53l1SVKpFLNmzeLVstSWqKgo3L9/X3TeZmRkKOURLSkpUcpvDPzP8IwqE8Xcqu89/0r93/Oe+nhK66vtyc3NVdoXubm5SrmgFTXWYqKgxxHjGFWgqR8+fFjwXmQyGVxdXfH9998jIiJCcK3//vvvoa6uDi8vL6xduxZ37tzh1E/XRtM0NTVFt27dMHv2bOzfvx/37t3DzZs3BZFN9fT00Lx5c3h6evJA5eo2MWoGRasPLbN79+5KETO9vb2Voq/a2dnVew316ev+voqKCiwtLdGxY0cMHDiQAy5lZGQELy8vTJ8+HXv37kVycjIDmFFTU4OHhwcWL16MuLg4tneWlJTA1NQUurq6GDhwII4ePcqr7Zs0aRJ0dHQQEBCA69ev88ZmSkoK1NTUMHz4cNy9e1dwvNjb28PX1xdJSUmCY27JkiVwcXERraO/desWGjZsiG3btgnW85aXl8PIyAjjx48X3K8BeR2/h4cHzpw5I1jLP3bsWJiammL+/Pk8YDrgvyjCOnXqhMDAQB5gjwIMSEtLCz4+PtiwYQPu3LnD5lBttHQ1NTW4uLhg1KhR2Lp1K65du4azZ88K1sGam5ujffv26NGjh1K7QLE/KxtryoA7mzdvzgEaE9ovlfGYOjg4YPPmzaLXqK2tjbVr1yoFB1Xgoyi7x/r0EolEtB9MTU3RqlUrDrinova5T58+WLBgAQ4ePMj4ZiUSCVq2bIlx48YhLCwMjx8/hlQqxcmTJ0EkBysbNGgQ9u/fz6FxVGCM2NvbY8mSJQw4USFFRUXQ09PDd999h19//ZVny9bU1KBRo0bw8vLC2bNneeNVJpPB1tYWvr6+HODRv5LQvxPUiP6POaTZ2dkcmHZfX1+OY1ZWVobQ0FCmHzNmDM8oSElJgZaWFoe+o7ZkZmaiTZs20NLSwubNm3mb/Z9//omRI0dCT08P+/fvF+T627hxIxo0aMCQdWuLTCZDXFwcGjRoIFq0/uXLF+jo6CA6OlpQX1lZibZt22L//v2C+qqqKkycOBHz588XNMyqqqpw4MABeHt7ixqoqampMDY2FiTRBuTgJQqqDqGN4+3bt3Bzc0OTJk0EN8CsrCxWFD548GBeUXp2djYCAgLYxjB27FiOE//u3TseWl7Hjh2xa9cu5Obm4uvXr6ILs5WVFQYPHoxOnTopXTSVGVO9evXCggULBI2VJk2aIC0tDWFhYYLfMX78eFRXVyM2NhampqY8/a+//gpAHnQQ4tlT8HO+e/dOENlw27ZtAOTjpC7SHJGcQkIxLmojhiruxdramhnChw4dYgadiYkJe33q1CkAchqO2puX4nWXLl1QWVmJvLw8uLu7M73i86qqqoznbsqUKYKbfMeOHZGfn4/Dhw+LQqgvXboU9+/fR8+ePQU3OB0dHQQGBmLChAmi/HLGxsYYOHCgUvoEQ0NDQfRGdXV1uLq6YsSIEWjRogX7f1VVVXh4eGDFihW4ceMGCgsLGRG3uro6o96o7UDu378fRHIU323btvGcy6dPn0JNTQ1Dhw5ljnxtqaqqgp2dHRYuXCjIsSmTyTBkyBBs2rRJlEd027ZtCAwMFAV+unXrFtasWSOql0qlmDJliihYBiA3GpUFqg4ePKg0YHfv3j2cPn1aVK9A8VbmlE6dOlWQdkbx+V9++YWH0Ftbf+bMGfz000+i/fD8+XNYW1uLBj6Lioqgq6uLuXPnCgYB3r17h3bt2qFhw4YIDw/n3cvr16/Rt29fEMmpQfbv38/5nj/++IPDG2lgYIBJkybht99+g0wmQ25uriBVh6GhIUMcrf15saYMndXU1FSUJ1QBWCIW9DM1NcWaNWsEqY6I5Ii+4eHhGDBggKDDaWhoiGPHjmHChAmiqKsLFizAhg0bRNcWBb+wMrRiX19feHl5Ke2j+tA4FetF3f9TUVGBq6srBgwYwONlVFNTg4+PD3bv3o3ExETMnDmTo2/SpAlWr16NnJwclJSUYN++fRwD38PDA5GRkWyeRkZGcgJ+np6euHjxIht38fHxjOaMSA6EFRUVxRzT9PR0xMTEsD3E3NwcgYGBLBDyxx9/4OTJk2zPVVVVRUBAAAPFKSkpQVhYGIen1N7eHjt37mQ2WkhICBYsWMC5zy5duiA8PBxlZWU4duyYID1Xx44dsXXrVoSEhLDAYt336Ovrw93dHZ07d1aK4qt4LmI6PT09UUCyBg0awN3dXXDPJyL06NED06ZNE3VIp02bhj179nDQZ2u3uXPnIi4ujsOyULsNHz4caWlp8PX1FbyHVq1aITU1FQEBAYKIyurq6tiyZQt++eUX0Wto3rw51qxZI2h3KJqrqyv8/f0Fgd0UzcLCol4uUmXPSVtbG/b29oLP2tnZGQEBAZg6dSoPRMvBwQErVqzAzZs3sXv3bg4Fjra2NsaMGYPk5GTIZDIcOnSIAR8RyVHQa4/XS5cucfqhW7duuHHjxt8VUP13Cf2bHdLXRPSAiNKIaFJ97/+rO6Rbt24VHHxDhw7FixcvcOPGDZ5OR0cHa9asQWlpKeNRrK1v3Lgxzpw5wwZJbfRFxeRRUHcA4G3Sffv25cA2BwYGcvQTJ07kRAtv3rzJiU4tX76cY9Tk5eVxnJhNmzZxBrBUKkXr1q2ZIbBmzRreAA8ICGCb8Pjx43lGU1BQENO3b9+eR1KflJTENhYdHR1cunSJo8/Ly4Ouri6LDPv7+/PoTmrDt6upqWHLli2cqGpd0mE9PT1s376dBQBq0zvU3giGDRuG33//nVFcCDVVVVVRQ6b2YiZmTDk7OyMyMpKz2Ciaubk5Tpw4AZlMxtscibiUI0IcdsuXL2fP69GjR1BRUeEYTFu3bmV99OXLF5iZmcHc3JxlQVesWMH01dXV8PDwQIMGDTBhwgQQyWHea4+HKVOmQF1dHYGBgWjfvj2aNm3KCUIoKAumTZuGc+fOQVVVlRPNu3v3LtTU1NC1a1e8e/cOLi4umDlzJtPn5ubCzMwM1tbWuHbtGtavXw8bGxtm7EulUnh4eEBDQwMrVqxgcPSHDh1i36GghejcuTPmzJkDIrlBpLhOBZ2Lvr4+Qz/V1NRk9DDPnz8XfI4dOnRAZmYmampqBDdYVVVVzJw5E1++fBHNVFtZWSE4OJhdl1Dz8vLCrFmzRPW6uroYPHiwoE4ikaBLly44fvw4b4NWVVWFv78/oqOjUVlZyeMT7NixI8eoXL58OZuTurq6WLp0KWdunz17lo35Zs2a8VBB3759y/qpU6dOPKewpqaGoXf37NlT0KEbO3YsIxAXQmjcsmULDA0N4erqKug0X7x4EY0bN4aVlZVgFuX169dwdHSEuro6h0JEIeXl5WzeLl++nKcHgFGjRsHQ0BBubm6cdUsha9asgbm5OTQ1NQW5Ts+fP8+e1ahRo3hBy9evXzN6CwMDA4ZgrpDq6mpYWFiwZ9WhQwdGzaSQumtP9+7dORkhobXH1tYW+/btQ0VFheDao2iOjo5Kx/Pf07p27SpK0WFlZYXQ0FC2JtVt3bp1w9OnTwX5ConkhnNubq4oX+Hw4cPx5csXFBcXCxqlPj4+LBNSl36MSG443rp1CwAEg5YaGhpYs2YNKisrsXfvXsFrUFBD3b9/X7SPfvjhB9y/f19pRqxnz5680yd1W30ZWmVNIpHweCVrt8aNG2P9+vWixv13332H06dPi3KltmnTBtHR0YKncIjkAcrg4GBR3luJRIIhQ4YwGhGhZmhoiEWLFintR0NDQzRs2PCfGtP1NWWBhSZNmmD37t2C1yiRSDB58mTk5uZy0LsVzcDAgCU3hOieanO0K+hgajcTExOG2CtkA2tpaSE0NBQymQx5eXmC2VEFfYxMJhMcjy1btmR2sNBpKFVVVSxZsgRlZWWC16gYa5GRkYLXqGitW7dWOhaI5IjlYkEkRauPcuWfbY6OjqInMxTjtXaAunbz9PTElStX/hKOKf2bHVLLv/01I6JHROQl8J5JRJRKRKk2Njb/hi74x2XHjh2iXFiqqqro3bs344+q26ytrbFt2zaew6lovr6+ePTokeBxCFVVVSxbtgzl5eW8rJxiQVBw0QUHB/P0zs7OLFJ++fJlXkTX19eXGY7Pnz/nGaZjxoxhGY38/HzePUyZMoU5nTKZjGe4Dh48mBM9X7RoEUffqlUrDh/gyZMnOZNNTU2Nww2Znp7OW/xdXFzY0dr8/HxBMm9fX1+W9VFki4QWpOTkZBw4cED0uCuR3AkQWtyJ5At87969ecaIRCJB9+7dcfjwYRQVFWHLli2cCH7r1q05x5EuXLgAf39/pp80aRLHyH758iXLyKuoqGDz5s0cp7u6uhqHDh1i/JQ7d+7kjekLFy4gLS0NRIRVq1bx9Hfu3MHXr18xePBgDBkyhHdUKicnBzk5OXjx4gWcnJx4BnZZWRnLUE+fPp131Pvx48eM5/bDhw9Yv34909XU1CA2Nhb9+vVjGdMdO3ZwxtKzZ88wfPhw7NmzB4CcmqkudcvVq1exdOlSFBUVITExERs3buToP378iEuXLqGiogKnT59G9+7dOUcmy8vLsXfvXhQVFWH+/PkwNzfnZQi3bt2K1NRU2NraQlVVFb/88gvHUQgKCsLEiRPZs/Tx8eFkr8LDwzlUSU2aNEFISAibd9evX+dkc4yMjDBnzhx2rD0jI4OTKdHW1sagQYNw+vRpFgxTZLQUa0qXLl2wfv16pKWlQSqVcjg4ieTR2jFjxiAkJAQ5OTm8II2Ojg7c3Nzw888/o7S0lB39q91MTU1x+PBhyGQy3L59mxeQ69WrF8tSvH79mhPd19LSwvbt29naUlhYyJkvlpaWnON9NTU1HG44R0dHjlNZ1+BycnLiHKECgLVr13LW7LqlEefOnWN6XV1d3gmOzMxMTia8NoezYizVdqR8fHx4GcqhQ4cyvZ6eHu83du/ezenDYcOGcTLC9+/f5xj46urqHL7WvLw83skGQ0NDzhHekSNH8p6lhoYGVq5cifLycoSEhIgG1KytrTFnzhyl62O3bt0E98JmzZph6dKlSEtLw7x58zjBUS0tLYwfP55xfR44cICTZW3YsCF27NjBqDBu3ryJwMBANmasrKw4VBjv378umm5QAAAgAElEQVTHpk2b2JiwsLDgnBqSyWTYsGED4wmtzeetkNDQUOY0amlpYefOnZw1Mjo6msMTOn36dM7akpycjODgYLbfeXp6cqgssrKysGrVKmbgmpiYYN++fWxOlJWVYebMmZzso5+fH6dkaO7cuZw9XVtbG5MnT2ac0KtXr+YZ2Hp6ehg9ejSuXr2K3bt3CzpDEokE7du3x7Bhw0QzVoq9Sex0SO331Jf5U+YYm5mZKT1RZGhoqPQYqGJNVfYbEolENPuoaGJOq7q6Opo3b462bdvyfkNfXx8BAQEIDAzElClTOKUfqqqqGDx4MJKSklBYWIhZs2ZxuOptbW0RFhbG5v/GjRs563SXLl04CY0TJ07gxIkT7Br69evHOcV3+/ZthIeHswBAv379OIG/9+/fY8+ePWwv8/Ly4qyhUqkU27Ztw44dO0Akz1g+evSIN2cUFIoNGjRgp50UcubMGVy4cIFlcmfPns058p+YmIjQ0FBmK7dp04bRXgFyG3bdunXMcdXQ0MCyZcvYvCsoKMCcOXMwdepU1k8ODg6IjIxkc3fWrFk8vufu3bsjLi4OUqkUv/zyC6ZMmcJ53hKJBL6+vjh58iSCgoIwdOhQzrxUtA4dOiAgIADe3t6i/oSxsTELSiobb8rKBerTd+zYkZ0S+08J/ad4SInoFyJaoOw9f/UM6YMHD0Qjeerq6rCwsKj3/L6yAaaurq40yubg4KCU/HnYsGGimTktLS3s2bNHNFNiZ2eHtLQ0nrNYe2HLy8tDaGio4KLbv39/lJWV4cqVK4KLtq+vL0pKSvDkyRPB6FLTpk3x+vVrfP78WbRGISgoiB1nE9KbmZkhJSUFv//+O8zMzATfY25ujsuXLwtG2Wo3Pz8/zgZpZGQENzc3DBkyBEuWLMG+ffuYYWlqaooff/wRQUFBSE9PZ8aCIirr7OyMTZs28YzfkpISaGlpwdXVFefOnROsixk3bhxatmzJIup1JScnB+bm5jzy6NoyceJEnDhxQlT//v17LFiwQOnCFBkZyasDq66uRmpqKmQyGaqrqzk1v58/f8bOnTsxdOhQdoREkXGsqKhAREQEvLy8YGlpyZxNmUwGqVSK3NxcbNy4EXZ2diAiFp1VSFlZGcLDw9GlSxcQybMlir5T3MOXL1+wb98+Vhd69OhR9tuK98hkMjx//hxbtmxB9+7dcfv2bWRlZYnWNufn52PXrl2idZTl5eVwcnISPCIOyGug7O3tce7cOV5fK2qonJycEB4ezst6SaVS2NnZoVOnTuyIWG2prq6Gk5MTBgwYgBMnTvBKAaqqqtC9e3dMmjQJ0dHRvCOrUqkUkyZNwpIlSxATEyOYPdy0aRM2bNiAmJgYZGVl8cbr8ePHERQUhKioKNy7dw8fP37kvCc+Ph779u1DREQEYmNjcfPmTTx8+JDNiwcPHmD//v0ICwtDaGgoQkJCsHfvXhbEePXqFQ4fPowdO3Zg1apVmD17NsaNG8cMro8fP+LIkSNYs2YNJkyYgJ49e6JTp064d+8eALkhcuTIESxcuBC9e/eGtbU17OzsWL1+RUUFDh06hMmTJ6Nt27ZQVVWFnZ0dqwOTSqU4dOgQRowYwU4MGBkZcQILERER6N+/P8tQSiQSzvHeixcvwtfXl2OgDxs2jPXTo0eP4O3tzdlnDA0NmVGXl5cHX19f3j4ycOBAVFZWoqamBlOmTBHchxSnWSIjI0UN57lz5yIvL0+05llTUxNubm6co4kmJiZo164dBg4ciPnz52PXrl04deoUC87WDmwo6qsAORaCQr9s2TKkp6fzMuYSiQRWVlbYsGGDIA/pmjVrYGBggHXr1vHGPPBfa+yiRYsE9QDQr18/jBs3TrS2etOmTejdu7doTW50dDS+++475uDVlZSUFNjY2CA+Pl5Q/+jRIzRo0AD79u0T3AMyMjKgqqqK2bNnC2b9s7KyQCTPdt6+fZunf//+PePD3rRpE68u+OvXr9DR0YGqqir69OmDiIgIjtNcWVnJjhYaGxtj+PDhCA8PZ46KTCZDz5492XgwNTWFv78/Nm7ciMTERJSUlGDlypU8e8TV1RVjxozB1q1bsWXLFkHj2dzcHJ06dcKQIUPYnBKybRwcHJTWPjZs2BBNmjQR1GloaMDBwQHe3t68eaWuro5WrVphyJAhWLlyJcf+UlNTQ7t27TB16lQcOnQIT58+5RwrbtGiBWbNmoXY2Fg29h48eAAieVBg8ODBiIqK4qzl1dXVMDc3h5mZGVasWMGzGQBg+PDhsLGxQUhIiOBx+wMHDsDa2lqUhzQnJwcNGzZUylPasmVLltUUkoCAAKxatUq0ZCA4OBijRo0SnXMpKSno0KGDKBZKcXExLC0tlWJ8ODo6Yu3ataLlGX5+fujbt68oHsu8efNgbW2NAwcOCNbB7927F6qqqhg5cqQgZsrly5dBJA8er127llcvnJ6eDiJ5sKVr167YuXMnx3ZQzGsieVDC398fQUFBePLkCbNNaiePzMzM0LdvX6xZswaXL1/GtWvXeEEcc3NzdO/eHTNnzsTkyZMFx7uxsTHatWuHQYMGYeHChYLlN/8uoX8XD6lEItElIhUAxX97fY2I1gC4LPaZvzLti0z2/9j7zrCorq7te4ZeVZogIAhIRwUEBaMoYsOKsfcSgw1sGGKM3dhNxN5RMWqi0YgajQUVC3YRrKCACIKAdBjazPp+8M7+5nDOwVzP8+V5876f67rWNeiCM+fss9sq+74VWLJkCSorK2Fubs44OZWfzZo1w/79+5GTk4OmTZsyREMl5UazZs3w8OFDvHv3Djo6OtDV1WWfyp+zsrKQnZ2Npk2bQkdHB1KpFGpqauyzuLgYeXl5cHJyAhFxEP+UqH9aWlpo164dQy5rqF27doWtrS3y8vKQn5/PPvPz81FWVoZ58+bByMgI7969w9u3b5GZmclUQ0MD69atg4GBAdLS0pCSksL01atXMDMzw549e6Cnp4eUlBQ8e/YMT58+ZZ8WFhY4ffo0tLW18fLlSyQnJ3NUIpHg8uXLaNGiBaMmefHiBaMoSU1Nxbx58zBt2jS8e/eOaWZmJvs5Ly8PM2fOhJeXFwe9TfUzPz8frq6u8PDwgI6OjqCeO3cOenp6cHJyQqtWrXjolK9evUJcXBwCAgLg4uIiiJK2d+9eeHt7o127doL2Fy9eIC0tDcHBwaLIlidPnkS/fv1E0YBzc3NBRI3y3BUUFMDExKTRvq1EllRKaWkp4uPjoaGhgV69erH/r62txbVr13DixAn8/vvv2LlzJ0JCQgDUw77/+eefiI6ORmxsLAAgISGBocClpaVh165d2L9/PwoKCgAAf/zxB/r06QMiQkJCArZv347jx48zVN6vvvoKe/bsAVDPV7dnzx4cOnQIxcXFAOrRRZOSktCyZUtUV1fj3LlzOHz4MM6dO8euMWnSJOzbt4/d461btxAbG4szZ84w5N7o6GhMmDCB0yYpKSm4ffs2EhIScPv2bYwbNw6RkZGi7SiTySCXy0X54/7880907dpVkJ9NiZo8ePBgQRTJoqIiZGVlMT7YhlJZWYm6ujpRlEuhd/xZ6tGw8/Pz4eDgwLNVVFTg0aNHKCgowKBBg3gor+np6bh+/Tpev36NBQsWcN67XC7Ho0ePEBcXh1u3bmHRokXw8fFh9pqaGty7dw9xcXG4evUqfH19sWbNGvYdNTU1ePToEW7evImbN2/i9evXOHnyJBwdHQHUj8OXL1/i0aNHePz4MR49egQbGxvs3bsXWlpaqKurQ1ZWFt68eYO0tDTGxdy1a1dMmzYN1dXVjIKh4WeLFi0YwqeqamhoQCKRgIgQFxcHMzMz2NraCvIJPnnyBBkZGfDz8xNEGVcoFNi0aROCgoLg4eEh2C8vX76MoqIiDBo0SJTz8MSJEwgMDISRkZGgPScnByUlJY3S4SQlJQkijSslJSUFrVu3Fh07b968gbW1tegc/ebNG5iYmIiiIL98+RIGBgaiCLSJiYnQ1NSEq6uroP327duoq6tDly5dBO1xcXH4+PEjQkJCBNE+L168iJSUFAwbNkzwXV27dg1XrlxBcHAwfH19edyPSv5OPz8/+Pv78zhVc3NzMXfuXDg5OcHDwwPu7u6wt7dn16mpqcHUqVOhoaEBBwcH2Nvbw97eHnZ2dqxvrVq1Co8ePWLIskq+0pYtW8LExARXr17FmjVrOPyiyp+tra1RVVWFcePGoWnTprCzs0OrVq3Yp5LPcvHixUhLS4OrqytcXV3h4uICe3t71mY3b97Ezp074evrC19fX7Rr146DjF9dXY05c+bAx8cHPXr0EESYPnToENTV1dG/f3/BcZOamop79+5hyJAhojyev/76KwYNGiTa3+7duwd3d3dRntL3799DU1NTdE9AREhLS2sU2fvdu3eivLQAkJ2dLYjorJQPHz7AyMhIdFyXlpaitrZWlKtVoVDg1atXjTIz3L59G/7+/qL28+fPIzAwULSdT5w4gQ4dOog+5+HDh2FpaYmAgADBNXvv3r2QSCQYMGCAIN9pVFQUysrKEBQUhPbt2/PG5rJly1BeXs76W8uWLVl7KhQKzJ49GwDg6uoKNzc3uLq6svaqrKzEjBkzYGhoyJgclNoYp/1/Wv5jPKQSicQOwKn/+qc6gCNE9ENjf/NPdkg/y1+TxugnZDIZZDKZ6OahqKgIHz58EN081NXVIS0tDebm5o0OKplMBm1t7c+bbwGpqKjAs2fPkJSUhOTkZAwfPhz+/v6oqqrC7du3ceXKFcTFxeH+/fvw8vJCXFwcNDU1cfnyZZw4cQKnT59GYWEhAGDhwoVYuXIlXrx4gejoaMTExCA3N5d914YNGzBr1iycPXsWO3fuxJ9//sm5l6+//hobN27Ezz//jB07duDJkyccu42NDe7cuYMLFy5g9+7dSEhI4D3PoUOHYGtri5iYGBw/fpw5qkpxc3PDpUuXcOPGDcTGxuKPP/5AUVER53fmzZuHpUuX4t69e8wBTUhI4Pze999/jxUrVqCurg7v3r1Deno6T42NjbFnzx6Ym5v/ay/ns/yvFaLGuT1lMhk0NDREaVSICEVFRaJzJ1A/99bV1YluVD/LZ/ksn+U/IXK5nFGxqAoRobS0FEVFRTAxMeEFb4kIVVVVKCkpgUKh+MxD+r9c/mM8pESUBqDtv3udf5oUFRU1yuVWUVEhyoMF/O/nC2zs2ZTZRzH5FE+euro6yxA0Jo19x39KPrUB/ZT9r1y/pKQEHz58ENTc3FyUlpYiJCQEJSUlSEpKQlJSEl6/fq0soUdERASuXbuGRYsW4datWxwOTnt7e8ycORPTp09HbGwsj4u0V69esLa2RocOHXDv3j3e/fXs2RN9+/aFm5sbUlJSeHY7Ozts2LABx44dww8//CDIQxodHQ01NTW8fv0aL1684NmHDx+OESNG4PDhw7h06RLPGdXV1cXx48dx5coVRERE4MOHD7xr9O3bFz169ICFhQWHB01VJkyYgNu3b8PW1hZZWVk8rlMAcHR0hL+/PzZs2ICamhrU1tayT5lMhrdv30JbWxszZsxA9+7dYWRkxMYKEeHevXtwcXERDbSUlZVBX1//c5Dlf6h86r19as6SSCSNOqNA/dz7T3FGPzW/VVdXQ0NDQ3S9KCkpQU1NDUxMTASvk5+fj7dv38LU1BQmJia8NbeoqAi3b9+GtrY2y/Cq/qylpYXLly+jurqabZwVCgUUCgWICAqFAm/evEFGRgY0NTXh4uLCxrSSa7S4uBgvXryApqYm/Pz8IJVKmV2pL1++RHV1NTp16gQzMzMoFArGQyqXy5GZmYns7Gy0bNkSfn5+0NTUhLq6OjQ0NKChoYHKykrcvn0bBgYGaN++PaysrBgXqfLz5MmTUFdXZxnB5s2bc9r1yZMneP/+Pdq0aSOYtZLJZLhx4wb8/f1FqzseP34MZ2dn0X76/v17NGnSRHTvU11djYqKikb7cGFhYaP24uJiNG3a9F/++7y8PJiamor2y+zsbDRv3lw0KPTmzRtYWlpysqKq8uzZM7Rs2VIw8wnU87k2b95cMAsN1L8nPT092NnZCY6Lx48fQy6Xo2XLloLPoeQQNTQ0hIGBAfvU09ODVCpFamoqnj59CuD/zkeq1ygrK8PDhw9RU1MDU1NTaGlpobKykiUSKioq8OLFC1RUVMDb2xt6enqcygrlfqSyshK+vr4wNzdHYWEhioqK2GdRUREUCgU8PT1hZ2fH/q64uJhdRznu/fz8GMe6qpaVlaGwsBBOTk6s+kxZ2gnUzz2vXr1CaWkp/Pz8YGdnx+Eh1tPTQ0VFBS5cuAALCwvGZ2phYQELCws2Bg4cOMDGvqOjI69vP336FFlZWejYsaNgv6ysrMSTJ08EqwqU8qnqi7y8PNH+AtTPk43xTys5af/Hy1+p6/1/rf/0M6RE9fX5ISEhojyfp0+fpuHDh3NAelQlJyeHRo4cKXgeRikRERGCZ0WUEh0d3ag9Pj5e8AyYUtLT0wXPJiilrq5OlC5AKUoOSDER4/lStTfGxff27Vse+q6q5OfnM3ALIZHJZHTkyBHRMxC1tbW0fPly0TMO1dXVNGXKFFE+2YqKChowYABt2bJF8F1//PiR/P39acKECbRr1y568uQJ57xFVlYWubi4kKenJ/Xv35+mT59Oq1evppiYGLp27RpdvnyZzM3NSV1dnTQ1NUlbW5t0dHRIT0+PDAwMSF9fv1EkN3t7e1GALalUSt99950oEIW5uTnduHFDENgEqEf7KywspFevXnFg8pVqZmbGkJ8b0q7gv87VqZ6JvXDhAu/MmyqSblpaGu9Mm6WlJRsDMplMEKTqwIED7BpHjhzh2d3c3Ni51tu3bwu25/Tp00mhUFBsbKwoMMesWbNEkf2U2pADVV1dnSwsLKhdu3bUq1cvRu2gpARavXo1XbhwgZ3TunHjBtnY2IieAS0vL6chQ4bQ/v37RSlNduzYwQF/aCj37t0TnbeI6hGNG6NLkcvlgqixqtIYHQvRX+P4/N8gn3rOT/GtNsbhTFT/rsTOdxHVA4g1tgbk5OTQqVOnRO8zLy+PIiIiRNfB3Nxc6tmzJ0VFRQmeuS4oKKDWrVtT37596YcffqCrV69yzi2WlpaSnZ0dNW3alHx8fGj06NG0dOlSOnLkCN2/f59yc3N5lAjW1tbk6elJPXv2pJEjR4qCKjWcixqzf4rHVAzJUnWubAwIR11dncfj3FA/BaTTcN7S0NCgVq1aUUBAAI0ZM4bmzJnDwFOaNWtGAQEBNHPmTNq1axclJCRQWVkZhYSEkJqaGvn6+lJERASdOXOGc6Z29+7dpKurS4MHD6aDBw/y1ua0tDQyNDSkiRMn0vXr1wXPyLu7u9OUKVMoOTlZsM+MHz+eJkyYwAF1UpU1a9bQkCFDKCkpSdB+5MgRCgwMFMVbuHDhArVr106Ux/Tq1atka2tLmzZtEpzH4uLiyMjIiObMmSPIkX7p0iXS0tKigQMH0uHDh3mUdjdu3CCgHoBx9uzZPL7oBw8ekFQqJX19ffL396fp06fT7t276e7du1RRUUFJSUnsbLmWlhY5ODhQYGAgTZgwgRYvXkyrVq0SPGcrkUjIwMCALCwsPkkp8ykMFEtLy0b7o6OjY6N0diYmJrRw4cJGuXmnT5/OAadrqM2bN+cBDjVUZ2fnTyLhigEKGRgYkKOjI2/PYWNjQ71796Y5c+bQrl276Pz58wyrxMXFhfGQPn36lPWvbt26kZGREY0aNYpiYmJ4+/LQ0FBycXGhlStXCs6lixYtooCAAPrll18EzwuvWrWKQkJCRHErVqxYQePHjxc9q/vfLfjvAjX6K/pPd0iLi4vp9u3bbBH45ptvOBOKXC6nxMRE1tm3bNnC2xSUlJSQiYkJmZmZCXLZVVVVUbdu3cjKyooH109U7yzOmjWLbGxsBA8jK/mJrK2tGZhHQ3n8+LEgUqjqNYyNjenSpUuibfHFF19wkG8byrRp02jRokWiG5o9e/ZQ//79RQng7969S/b29qKLkxJyf9++fYJ2uVxOFhYWNHjwYEF6iJqaGurUqROZm5vT3r17ee+psrKSoV0GBARQbGwsZxGrrKxkh8YlEgkFBATQtm3bGIpvdXU1zZkzhzfRde/enb7//ns6ffo0h9NWaGFo6MgpVVtbm9avX89Bb1TVYcOGUXl5OcXGxvIOvWtoaLB+d/v2bd4CZWBgwEBiXr9+zdvU6erqMoCVwsJC6tu3L+/7//jjD9bGQnD88+fPZ+0YFRXFDvYr77V169aMqujPP/9kCJGqiHXKvpmSksJZOJQL6oQJE4iofswq+WRV1djYmN68eUMKhYJ+/PFHQUTlSZMmkVwup7i4OEGwMKlUSps3b6b09HT69ttvBRdqiURCs2fPpq1btzYKaGZpaSkaYGjRogUFBgZyAgxKlNyVK1fSgwcPqLy8nCFwa2lpUUhICP3666/McVEoFLRt2zYCQO3bt6e9e/fyxl58fDxpamrSV199JUj6XlBQQCYmJrR69WrRcevn50f79+8XdajCwsLol19+EZ0XDhw4QMeOHRO0ERElJSXRzp07G3XoVq5c2ahDt3PnTobEKiSnTp1q1DF//Phxo0TjSqTJxmTJkiWN3sPy5csbDQru2rWLNm3aJGq/fv06devWjUMJpip5eXlkaGhIu3btEmyruro6MjExIT8/Pw6SsVJkMhn5+/uTRCKhfv360Z9//sm5TllZGYdaq3379rRq1SrWr8rLyzkol8o+7e3tTWFhYRQTE8PomMT0U86ir6+v6JjT09Oj8PBw0Y2vsbEx/fjjj4Ko9sq5KCoqilasWCGIpAmAZs+eTZs3byZXV1dBe5s2bWjz5s2MD1to7hg6dCjNmzdPFIRKS0uLgoODRQF7lPNUQ77Dv9KWEomE2rVrR2PGjKGFCxdyAnJqamrUrVs3ioqKogcPHtDdu3c565WdnR0tX76cMjIyqLq6mh48eMChpgoMDKTTp0+zdffp06e0f/9+9r1ffvklJ3iWlpbGHDoAPMf0/fv39OzZM7aGBAUF0a1bt5i9uLiYnj9/zt6Vm5sbHTlyhH1/TU0NPXjwgAUOmzZtSpGRkRx+8jt37nDmYFUOUqJ6dGvV4IKWlhYNGDCAYmJiqKSkhJKSkngBDDU1NerYsSN99913dPDgQVF6G6lUSg4ODo0CNwEQBX5S9umBAweK2nv06EGbNm0SZReYPHkynTlzRnTMjB07lu7cucNQ/Rtqp06d6MGDBxQZGSnY35o2bUq//PIL/fjjj4J0SQCob9++tHv3bho2bJigU6umpkaTJk2iuXPnitJCaWlpUZ8+fUQBPlX7vlhQX6liDr6+vj55enryOIIlEgl16NCB5s6dS3v37uUFyjt27Mj2FPfv36f4+Hhma968OX3//fcswJeUlER3797ljKmLFy+ytTEtLY2uXLlCQP2+b8aMGY2ua/8dgs8O6b8uQrxlZmZmtGfPHqqrq2MIaqr6X+diiah+EdfX1+csLkOGDOE4TP7+/hxY8Llz53I2LuHh4WwwC/FrxsTEMHhzTU1N2r17N+cZnj9/ztBLNTU16eDBgxx7ZWUl+fj4kJqaGqmrq9OePXt47TBkyBA2ca9evZq3OVy0aBFbACdNmsTLihw9epRNFj4+PsyJU8qzZ89Y9q5JkyY8pLWKigqOozRhwgQO1yoRcQimTUxMeHD948eP50xobdu25QQAhDhnnZycaPfu3SSTyejcuXOiC0e3bt0EeUxV1dPTU3CzpKamRhMnTqQ3b94IkrYHBAQw1LiG2UmpVErr1q1j72PdunW8yVMVsbbhM2hqanLa4Pnz57wJVxWt9+PHj4zmREmtMGfOHGavra1ljlxYWBhpamqSu7s7pz8rI519+/alvXv3klQq5WwkYmJiCKiPeL548YJsbW1p1qxZzK6MGuvr6zOEU1dXV+YwlZWVsb44ceJE6t27N6mrq3NQiQcMGEBAPdK0cmyMGjWKbVZU21G54dHT02Pca8ogVUO1tbWl69evU01NjejG2MLCgnbt2sXQgIVUTU3tkyTdYtFefX19GjNmDGvHhn8zc+ZM5viojimJREIDBw7kvIvJkyczh9/MzIxDsUFEtH37drYh8vb25mUqbt68SdbW1gTUcwc3zNAVFhYy6ptx48bxMgyqtC0TJ04UzBKuXbuWtLW1adiwYYL248ePk42NDXXr1o13faJ6FExvb29ydHTkbEaVUlRURH369CEDAwPRgKCyT0dFRfHsRPXUDGZmZtS7d29BpzQmJoYcHR3J2NhYMKN9584dhvYZFhbGC6Z9/PiR2c3NzXkI3AqFguM8dO3alYdEOWjQIM78GBwczKFv+Pbbb3n9ydHRkaKioqikpESwvynV1dWVQ4EkpGZmZqLZS0NDQ4qMjBQdE76+vhQfHy+KpD5o0CDKzMykNWvWCNpDQkIoNzeX/vzzT0H7F198QWlpaZSbmytIVaIMJisUCjafNBzP33//PVVXV3MoPFTVzc2Nbt261WjlxYgRI+jEiRONzhtCFSwNVZWH+u9QMScLqHdcN27cKOrU9+zZk65duybKHqB0TIV4cZV/n5CQIEhJBdQHP6OjoykpKUnQrqGhQePGjaPExETRgGHTpk0pPDy8UQYETU1NNvf9q9rYGuDs7CzKWatEaP748aNg1rBJkya0b98+UigU1Lt3b569WbNmjFZwwYIFPLuOjg7t37+fFAoFHT9+XPAeIiIiqKamhiFCN1QlF3Jtba0gQ4K2tjZt3bqVFAoF9enTR/Aabdq0oYcPH4qyMAD13LzR0dGNtrNQkL2hfoqO5d/Vxio3pFIp9e/fXzSb7e3tLcrdq6OjQ5GRkTyk7f8uwWeH9F8XMfJlANSuXTvRSVEqlVJYWBhdvnxZMKpjbGxMR44coaKiIsHIkfdR3UYAACAASURBVIeHB4sGCmXNgoODWQlwWFgYzz558mS28dm3bx8v2hoREcE2NQkJCbxMT2RkJHN68/PzeXxe06ZN4/CQNrzH4OBgTkZlxowZHHurVq04GZl9+/ZxFnplJkrpaN27d4+3Affw8KBXr14RUX30XShiPHToUFYyocr1p6r9+/enly9fUlRUlGiJpqmpKU2cOJFatmzJs6mpqZG/vz99++23vJIPY2NjCg8PZxnIiIgI9hwSiYTGjBnDKYU+ePAgc0oNDAx42YwHDx6w7J+RkREvo11eXk6LFi0iPT090tPTo7i4OF6f3rhxI/Xs2ZMkEgnPaSeq54Q9duwYAaB58+bx7Pfv36fr16/T8uXLydPTk/FmKiU3N5dlvDp37szhCM3Ly6Off/6ZZajfvXtHkZGRzP748WOKiIigPXv2MOdh2bJlzNF49+4dffPNNxQdHc3abfXq1ZzM0t27d2nbtm10/vx5IqrnwG0YZElOTqY1a9aQTCajQYMG0eDBgznl5EVFRRQaGkrJyclkZWVFFhYWHBh4uVxOI0aMoCVLlnDGnKrDM378eE6AwdDQkH744Qc2LubNm8ejfGrRogUtXbqUsrOzafv27YLRWjs7O4qIiKDNmzeLbng8PDxowoQJolkSTU1Nmj17tmhGvlOnTnT+/HnBsmhLS0vasWMHVVdX0+bNm3n24cOHMzj8ixcvchZaAwMD2rp1K+vTKSkpnLmnVatWHIe4rKyMw0Pq5eVF6enpnHep6th37NiRVx0xdepUzsLdsIRKmUUG6sveG0L5q2ZpDA0NeaVSubm5nLlp+/btHLtcLufwzQo5pZMnT+a0UXx8PMe+d+9e3pylevTg7t27HCdDKpXSqlWrWDsXFhbysgc6Ojq0YcMGNo9/+eWXvHepnKPS0tJo/fr1jWYHRowYIdgfDQ0NafDgwbRu3TpOOwD1m/8vv/ySzpw5Q7W1tTRs2DBOcLZ58+a0Zs0aVja+dOlSzrEDOzs7Tvb9+PHj1LVrV2Zv2bIlh2f05cuXNHz4cDaujIyMOMc8ampqaMiQISxgpaGhQWvWrOEEAMLCwjib9NGjR3NKXTds2EALFixgjoCLiwuncun48eM0adIk8vPzI6B+o7ty5UpWnvfw4UPq378/x1Hw9vZmGfri4mLy9/fn2KVSKY0fP54FGbp27cppB+X7VnKRjh49WjAjpaGhQQMGDKCQkBCytLQUzdI2a9as0eMj/y/0U6WmqvOCkIrxvytVeTymsd9prMxUdYwI/b8yaCvEc9qkSROaMGECLV++nDcuNTU1aezYsXT37l3Ky8vjlcM6OjrS4cOHWZ9U7c9AfdZMdT1cuXIlJ2vXr18/TuDtt99+4+zPunXrxgkcvnjxgiZPnsyypC4uLpzrV1VV0ejRo1n1V5MmTejUqVOc+Ss8PJz27t3L5qi5c+dyylHXrl1LK1asoJCQEALq1y/V7zh69ChNnz6dcUarq6vTkiVL2DUSEhLoyy+/pM2bN7NAh729Pavc+vDhA3Xp0oVmz55NXl5e7FmDgoLYfN65c2caPHgwBQQEcNq7X79+dO3aNRo2bBh16NBBMFvs5+dHPXv2JFtbW9E1V09Pj7S1tf/WcSM2XoH6eXjFihWfPGLzdws+O6T/ushkMnbWS0zFIn1A/YLaunVrUXu/fv0oKChI0KapqUnr1q2jcePGCdpbtGhBV69eFXWKvb29KT09ndavXy84afbp04eKi4spJiZGMPozZMgQqqyspMuXL/POwwH1BMoVFRX0/Plzwcnfx8eHPnz4QIWFhdSrVy+e3cjIiG7evEkKhYIWLVok+AyhoaFUU1NDcXFxgu2sr69Pv/zyCxUVFZGnp6fgNUxNTenEiRMcHr2Gg7hFixb03XffsQVIXV2dcTwuXLiQDh8+TPfv32eTmaurK4WHh/POhERFRZFUKqU+ffrQ8ePHec5aQUEBqaur07BhwwTPpBARDRw4kPr16yd63uv333+ndu3aNXpGwM7OrlGuqTlz5tDmzZtF7RUVFRQUFMQ781tUVMScw7i4OE5Q4dGjRzRhwgSOA6o8V5yVlUWzZ88mXV1dXjlgTU0NJSYmssWo4WKmUCgoKyuLZsyYQZqamrRixQre3ysUCrpy5Qp1796d7OzsOJky1cU3IyODFixYQBEREez/fv75Z95ZDblczs6rBgQEiPKQXr58mczMzCg2NlbQ/tVXX5Gmpibjemz4XMrNSGBgIJ04cYJTWVBXV8fmDjc3N1q8eDElJiZyNs/KDKebmxvNmDGDTpw4wb6npqaG2rRpQ5qamtS+fXsKDQ2l3bt308OHD6m6uppqa2vJ19eXmjdvTgEBAfT111/Txo0b6ezZs5SamkoymYwGDhxIrq6u1KNHD5o4cSJ9//33tHPnTjpz5gxlZWVRREQEdezYkXr37k0jRoyg0NBQioyMpE2bNlF5eTnt2LGDAgMDqWfPnhQcHEz9+/enkJAQ2rRpE9XV1dGZM2eob9++FBgYSH5+fuTp6Unu7u4UHR1NCoWC7t+/TyEhIdS5c2dydnYmY2NjMjExYcGGjIwMGjFiBHXo0IEFzVq1asX4IQsLC2ny5Mnk5eXFNoaOjo7M6ayqqqI5c+aQh4cHW8xtbW3Z2FIoFLRy5UpOJrlJkyacc+bR0dG8OX7v3r3Mfu3aNV6wTNUpTU9PJ3d3d45dR0eHLly4QET1FSzBwcG8ecvLy4uVYwlVdwD1kf+PHz9SamqqaCmaj48PJSUlccrctbS0yMbGhjp06EADBgygmTNnskyIRCIhBwcHGjJkCK1YsYJiY2Pp7du3VFtby57D29ubFi5cSDdu3OD0aeV9enl50ebNm3nnEpX8mfb29qJl1l26dCEjIyP66aefePMrUX1Vk5qaGs2fP18QL0ChUJCBgQHLigrJnDlzyM3NjQUSG8qNGzeoadOmoqXmdXV1pKenR/Pnzxct0/b396euXbuyoGpD+eqrr8jc3Jyio6MFS6xXrVpFUqmUxowZI3iNn3/+mYD6c3Dr16/nZUhUSwO/+OIL2rFjB+d9pKamsjGhpqZGXbp0oTVr1lBSUhIpFAoqKChgRyuU/cLd3Z2+/vprOnDgACUlJZGdnR2vvzVp0oQ6d+5MU6dObbSs2MLCgnN9If2Uw9jYBl1DQ0OUu9zU1JS6dOnCAhOq6uTkRGPGjKGoqCg6ffo0x+F0dnammTNn0unTp6mkpIQUCgXbM+jr69OoUaPo9OnTnH67cOFCAkDW1ta0atUqXkAtISGBAJCDg4MgX7VCoSBzc3OysbGh3377TfBoQ2RkJBkZGdHhw4cF7SkpKaSurk5r164VPYf+xRdf0Pjx40WPbuzZs4c8PT1Fz5hXVlZSs2bN6Pfffxe0ExH179+fwsPDRcfMrl27qG3btqLjMiMjg3R0dGjFihWC11AoFGRjY0O+vr6iHMFDhgxhx1iE9mjK92VhYUGRkZG8I2Zbt25l/cHOzo7mzp1L8fHxrF0bBhetra1p7NixtG/fPnrz5g2tWrVKcJ/7xRdfUFhYWKOVVc2aNfvk+XNTU1OKiopqFM/l7xT8p3hI/xX5J9O+EBHCw8Nx5swZxivatGlTpoaGhoiLi8O7d++gp6eH5s2bQ1tbmyH7aWtr49WrV3j//j2aN2/O+IJU2zkvLw/FxcVwd3eHhoYGqqurUVVVxT6Li4thaGgIHx8fyGQylJaWoqSkhPPZqVMneHh4oKCggPGLKlWhUGDq1KkwMTFBdnY2T62srLBkyRLU1tYiIyMD6enp7DMrKws+Pj5Yu3YtPn78iNTUVLx+/RqvX79GamoqsrOz0aFDB+zcuRM5OTlISUlBamoq4ynNzMyEvb09jhw5gpKSErx58wavX7/mfMrlcuzduxfm5uYcnlFVbd++PcLCwlBRUYHCwkIOipvyZyU3KBEx5ERVraysRE1NDVq3bg0jIyM0a9YMRkZGMDIyYkimsbGxqKurg4uLCxwcHHh8WZmZmYiPj0dgYKAoNPlvv/2Gjh07ivLLpaamoqqqSpRbEgDi4+PRuXNnURS2lJQUWFlZiXKOKb+ndevWovaMjAzY2tpy/q+mpgZJSUnw9vaGRCJBWVkZDAwMoFAocP36dezfvx9APe2KKjfW2bNn8dNPP+HatWsIDw9HVFQUu2ZaWhrWrl2LAwcOoKamBqNHj8bhw4eZPSkpCcuWLcPJkycBAIGBgbh8+TK7/vv377FmzRrs3r0b1dXVsLGxwYsXLxjyo/L7V61ahbt37wIAzp49i759+7LvUCgUuHjxIrZv345z587B3NwcT58+5aE719bWIj4+HidPnsSDBw8QGxuL5s2bi6JoExGSkpLQokULQc4xAFiyZAkmTZoEGxsbni0pKQl79+7FtGnTBLnVEhMTceHCBYSEhMDJyYlnT01NRWJiIgICAgRR+fLz85GVlQU3NzdBJFblPCOG2Ef076FC/10il8tRXFwsyFcnk8mQmZmJ4uJi+Pr6cu5foVDg7du3ePHiBcrKyjB06FAOsqVMJsPTp0/x6NEjfPz4EXPnzuWga5aUlODBgwe4e/cuUlNTsXz5cg5fXUFBAe7du4e7d+/i3r17mDZtGgYMGMDs+fn5ePDgAR48eID79+/D1NQU27ZtY9/x8eNHJCcnM3qmlJQULFy4ED179gQR4ePHjxzKobS0NCgUCqxevRoGBgYM0bIhyqWhoSH69OmDsrIySKVSphKJhP2snP/Nzc0ZxVbDd3/58mXo6enBw8NDEJk1LS0NCQkJ6NGjhyhK5LZt29C5c2dRDtCrV68iPz8fX375pSBKZW1tLZYtW4Z58+aJorPv27cPPj4+ot9RWFiICxcuYOTIkaL9+8yZM+jRo4couuqTJ09gbGwsyDsJ1CP+Pn/+HJ06dRK0A/XckkOHDhW9h/3792Po0KGiCK6bN29Gz549RSnTVq9eDWdnZ/Tv318QRXbRokXQ0dHBqFGjeGsBAERGRiI/Px/BwcEICgrioYpGRkbi0aNH8Pf3h7+/Pzp06MD5nUWLFuH06dPw8PCAh4cH2rRpAw8PD1hZWUEikWD9+vXYunUrHBwceGpnZ4djx45h4cKFjHvUxsaG8/Pz588xd+5cDv+o6s+FhYWYNm0arKysOJyMSi5SABgwYADMzc3h4uLCUWNjY9TW1mLQoEHQ0dGBj48PfHx84O3tzZkvFy9ejDdv3iAoKAhBQUE8/sq7d+9i48aNGD58OIKDg3mIxUSEyZMno3///qLv6cCBAwCAMWPGCNpzcnKwZ88ezJ8/XxQRee/evejfvz+aN28uaH/+/DlkMhnjDxeSixcvomfPnqL2xMREODs7i46Z0tJSFBYWCvY1pSQnJze6N0pKSoKLi4sol+nr16+hoaEhuN4C9ajNV69e5XFMK6Wurg7r1q3DpEmTBKnc5HI5Zs2ahT59+qBXr16891FbW4vhw4fDy8sLgwYNgpubG+d7ysvL0b17dzg5OaFr167o2rUrWrVqxX4nMzMTXbp0QevWreHl5QVPT094eXnBwcEBUqkUcXFxGDJkCOzt7dG6dWuebt26FVu3bkWLFi0E1cLCAi1atGgUWfrvlr9K+/I5Q/q/UORyuShKpkKhoMLCQtHsj7L+Xwxdt6KigpKTkznnjFRFJpPR06dPOSV4Db///fv3dOvWLUE0MaWUlJQ0ir77WT4tVVVVlJCQwANmKSoqop9//pmGDRvGKwHOzMykFStWsCi3paUli7KXlZXR1q1bOeVGNjY2LCPx7NkzGjNmDCdCbWBgwDI6SUlJvBJBqVTKytTfv39P4eHhvMy9ssS4traWfv75Z15maeDAgez+CwoKaP369bwovTK7RlTfR2NjY2nChAksGq+lpSUIDpaTk0NnzpyhJUuWUN++fdn5ls/yWYTkr/SNxlBx/+o1Pstn+Tvk30WF/lQG5lPo25/6+3937Py79r/6O/+/iFhbyOVy+vDhAz158kQwa1lTU0Pv37+nxMREUTRmhUJB5eXllJ2d3Sjq+z9d6urqGu0zVVVVjdorKysbtX9qTP0TBJ8zpH+v0D80k/BZ/ncLEaGwsBCZmZlM/f394eXlhfT0dNy5cwd3797FnTt3kJiYCDc3N1y5cgUlJSWIjY3F6dOnER8fj7q6OgDAli1bMGXKFMTGxmL//v34888/WTZfIpEgLi4ODg4O2LJlC3bv3s3jAD1//jzMzMywatUqnDx5Eg3nkx9//BE9evTAsmXLcOLECd7zTJs2DYsXL8batWuxc+dOVFVVceydO3fGxYsXcejQIaxduxZpaWkcu46ODp4/f468vDxs374dx44d4/CsAsCUKVOwceNGnD9/HidPnsS5c+d4XKQHDx5EcHAwy2YpNTs7m/3OokWLsHTpUpSXl7NMvVI/fvyIwsJC1NXVYdasWY3y6H2Wz/JZ/jNSU1OD0tJSyGQyVFVVoaqqiv2s/ExPT8fHjx9ZJqG8vJyj+fn5ePPmDQwMDBAYGMi4NpVaXl6OtLQ0lJSUIDAwEJaWlozDVPlZWlqK58+fo0mTJggODoa2tjYncy2VSvH06VOUlZXBzs4Onp6eMDQ05GhJSQkSEhJgZWUFa2trmJqa8ngs79y5g5YtW8LCwkJwf5KTkwNDQ8NGeUQBQEtLS7RN6+rqGs20fGpv9O/aP8XxXltbK5pNA/7++/+nCBFBLpejrq4OtbW1qKurQ11dHWQyGeMC1dfXZ5V3Si0oKMC7d+9QV1eHoKAglJWVIT8/H3l5eexTaR88eDB0dHSQm5vL0Q8fPkAikSA4OBiWlpacv83Ly0NRUREAoEWLFujSpQvj+1XlOy0qKoJcLoezszO8vLwgl8s53N81NTWorKxERkYGnJyc0LFjR+jo6PC4iF+8eIHc3Fw4OTnB29sbZmZmjCdWW1sbMpkMv/zyCxwdHeHk5CRYhZOcnAxzc3PRqqjS0lLo6uqK9iuFQgGJRPI/ot/8HfJXM6T/Pfnb/wEil8sxb948LFmyRLBM6MOHD1i1ahVWr14tOLnL5XIsWLAAK1asEJ3cDxw4gFGjRomSnMfHx6NDhw6if5+amgorKyvRko3i4mJIpdJGCXPz8/NFB5nyGo1trj9FyPspe3FxMZo0aSI6UEtKStjkIiRlZWWora0VJcquqKjAhw8fYGdnJ2p/9uwZfH19Ra8fHx+PoKAgwXsoLCzE2bNn4evrC0dHR95CmZOTg2PHjjEyZgsLC5ibm8PAwAASiQTp6enYt28f6urqGIm68ue6ujqUlpaCiFBcXMwc0IqKCnb9GTNm4OLFi7h79y7y8/M53+3h4YHly5eja9euSEpK4t17aGgoHBwcYGVlhYKCAp49MjISJiYm6NatG16/fs2zjxkzBr169cLJkydRWVnJs7u7u2PmzJn48OED2rdvj1u3biEnJ4fZmzZtiuXLl0Mul8PW1hYtW7ZESkoKs0skEmzatAlVVVWoqakRLFf+/vvvYWFhgdjYWFy/fp3njNra2mLDhg3YuXMnli1bxmk7pcyaNQuGhoawtrbmOcRKWbhwIV68eAEtLS3mzDeU1q1bQ11dHXFxcaw0XLVM3MjICL/99hskEgkCAwPh6+sLd3d3ziKWlJSE6OhoDB06FB07duT1JyLCTz/9hC+//FK0ROnGjRvw8PAQHbdZWVkwNjYWnTeqqqoglUpF5yWgfn4TIwFX3uf/r4vvf1I+tTmvrKxstMw/Pz8fBgYGoiV3mZmZqK6uFj0K8Pr1azx48ABBQUEwMTHh2VNSUhAdHY22bduibdu2cHR05PSb1NRUfPPNN7CwsICVlRUsLS2ZWllZIS8vD8OGDYNUKmVk9/r6+uxnuVyOY8eOcca1MtqubB/VfwuJVCqFmpoaamtrRX/HyckJr169EgyqAUDLli1RXV2NjRs3il6jTZs2uHnzJs6dOydol0gk0NLSEp2DlE6W8j41NTWZc6r8zMzMxJEjR9C0aVO0bduWlcx6eHjA3d0d5eXlcHBwQNu2bREQEICAgAB06tSJlQirqamxtSwkJATBwcG88uGwsDCoq6tj0qRJ8PT05N3nli1bkJOTg5kzZwoeYzl+/DiePXuGWbNmCa7bv//+OxITEzF37lzBowWHDx9GamoqIiIiBO0bNmxAaWkpIiIiBJ2L9evXo6CgAHPnzhW8vx07duDFixeYPn264LGK6Oho3Lp1CyNHjkTXrl15Tsjhw4dx5swZVtKrLBVWypEjR3DgwAG0a9cObdu2Rbt27eDk5MSuc+zYMaxfv56NAeW4UH4+ePAA3377LXR1dQX148ePuHr1KuRyOe/elSKRSBodE6ampsjPz8ehQ4cE7V5eXsjLy8OmTZsE7S1atMDXX3+NH374QXRczZgxA5WVlYiOjha06+vrY+3atfjxxx9x5MgRwd8xMjLCkCFDsHv3bty4cUPwd9TV1WFgYCB4DUNDQ3ZE5/379wAAExMTODk5wdnZGc7OznByckJRURHGjx8PBwcHVq7u5+cHNzc3qKmpoaKiAq6urggICEC/fv3Qu3dvjt9QU1ODPn36IDg4GGPGjIGFhQXnPuRyOSZPnoyRI0eiZ8+evLVTLpdj7ty5CAsLg4ODA+85ZDIZlixZggULFogea/gfIX8ljfr/Wv/pJbvK9HiHDh3IzMxM8FC4QqGgJk2akIODgyhBs52dHbVt21YUyGbQoEHk6+tLGRkZgvbFixeTn5+fKKfQb7/9Rj4+PqL2169fk4eHh2h5LhGRh4eHIBehUgYMGEC3b98Wtc+ZM4d+/fVXUfu2bdtoxYoVoiUHly5douHDh/PoXJSSlpZGXl5ePLoCpchkMrK0tBTkeiWqf09WVlY0e/ZswRJghUJBbm5u5O/vT8ePHxcsGQoICCBDQ0MaPXo0nTx5kkczoQTmMTQ0pO7du9OCBQvo1KlTlJ2dTUT1QBVocMhcV1eX7O3tafz48aKozu3ataPExETBA+86Ojp04sQJUigUtGvXLp7d1dWVASWcPHmSB/QQEBDASj2EEJfbt2/PSqqrqqo45PRAPcWOKmDP2rVrefegCmR06tQpHtKcKr/ikydPeGATkyZNYvb8/HzePTg6OjKgiNraWkE+Q1XEYSG4/G7durF2iI2NFQQCW7JkCRHVlzqLcZ4p6Um+++47UWABLS0tCg0N5aA86ujoUKdOnWjOnDl09OhRSk1NZUBdlpaWNGvWLLp16xanVG727NkklUpp0KBBFBcXxxtbMTExZGhoSIsWLRKEfX/8+DFZWVlRdHS0YAmcEtStIQ2TqowZM6bReWH9+vV0584dUfv58+d5qLKqkpmZyUFKFRJVaiIhOXv2bKMlhvHx8aJgHUT16KyNgYjJZLJG20h5j42VW+3Zs0cQhEcpe/fuFT0eQUR05MgR2rJli+h3xMXF0aBBg0SfIz09nVq0aEEbN24UvI/S0lIyNDQkPz8/2rlzJwdZlqh+3Lm4uJBEIiFvb2/69ttvKS4ujo1LhULB4UTU1tam9u3b0+TJk2nz5s10/fr1RnlIDQ0NBcHxlGpmZkYRERGiqKfOzs509OhRUbokOzs7unTpEgeVWVUNDAzo4MGDdPr0aVGwnTFjxtDly5dFqV2MjIxo8+bNtGnTJlHqFWdnZ1q3bp0o2CFQD3DzKRodAwMD0WcF6sFUGnJcqqmpkY+PD82aNYuOHTvGocnR1NSk4OBg2rNnD2VlZVFtbS3FxcVx1iglUJVCoaDa2lp6+fIlAfUggaNHj+ZQGtXV1VF2dja712+//ZaDgC2Xyyk3N5eAerCWhlzIcrmcUlNTWbuuW7eOs3eQy+V08+ZNdv1FixZx+qwSNE35bFOmTOHtLd69e8fQ/7t160YnTpzg7AuKi4vZezQzM6OZM2fSzZs32Vwjk8k4yPx2dnYUGhpKx48fp4KCAqqpqeEh82tpaZG3tzdNmjSJNm3axEGFFXuPYjZnZ2caPXq0qH3KlCmi1DESiYQWL15Mr169EmQXAEDh4eGUk5ND8+fPF7T7+/vTmzdvKCYmhoOOrbrmHTx4kK5cuSIK3tm2bVs6e/YsLVu2TBQgNDAwkLZs2ULjxo0TRbFt27YtzZ8/n6FbC2nTpk1p0KBBgtROqiqEAK2vr08BAQEUERHBQcBWU1OjgIAAWr16NSUnJ5NCoWAUWlKplHr37k1Hjx6l8vJytgYr+XtdXFxo165dbJ+ptA8bNoxDF6ja54mI2rdvT8bGxrRly5Z/XBkvPqPs/uvyyy+/kKOjI2dABgUFsXOVGRkZZG1tzRBgJRIJzZ07l3UguVxOPj4+jHhYR0eHR/I+ZcoUxl1mZGTE4Y0kItqyZQuDaLewsOBt/q5evcog3q2srDgop0T1tARKIm4LCwueXS6X09SpU0lHR4eMjY0FN5crVqygVq1akY6ODuNiVJWDBw+Sj48PSSQSQS6++Ph46t69OwH1HKINz4xmZ2czJElPT08e9UJdXR2bWA0MDAQ3oLNnz2bO1ODBg3kE8atXryYTExMC6pH+1q1bxznTcOjQIQ4SpY2NDW3YsIGdWbh+/TqPpkNXV5eGDh1Kx44do+fPn4tuVLS1tenbb78VtFtYWNCOHTsEFyc1NTVatGgRay+lw6v6t6qInw0Rl52cnDjt0HDxadWqFceZvHTpEseup6fHOUP88uVLnsP6888/M3tJSQnry0qHbfTo0cyuUChYPwgICCA1NTVydnbmTJrKxU1JCm5gYMB5hl9//ZW1vXIxvnjxIrO/evWK3aPyMywsjNlramp4xPU2NjaczdC0adN470npjBLVIx0LveN9+/YRUf0ZW7FFbeTIkZSRkUGdOnVqdNFr2bKlIC2B0jndvHkzDznV3d2ddu7cSeXl5VRaWsp5Tn19fVqwYAHnfatuAjw8POiPP/7gzE0bNmxgPKNCzszZs2fJ3t6eJBIJhYWF8SDlNgrP1wAAIABJREFUX758Sf7+/qSmpkZLlizhLY5VVVU0ZMgQUlNTozVr1gg6jWvWrCGJREIrV64UdLZOnTpFzZo1o/nz5wv+fUJCAnl5edGoUaMEF+e3b9/SgAEDqFOnToLnk6qrq2nmzJlkbW0tGgzbtWsXaWpq0tmzZwXtp06dIgsLC5o/f77gM1y/fp28vLzI29tbEPn11atXFBgYSLq6uoJzX0VFBfXr14+Aeh5GZQBMVZTBMC0tLVq0aBEv8Ldw4UK2mTMyMqJly5YxpGkiop9++onjRGlpadGwYcPo3LlzVFtbS8ePHxdEQtfV1aU+ffpQZGSkKM2GgYEBhYaGijqTvXr1ojt37pClpSXPJpVKKTw8nIqKiqhnz56C9sjISJLJZKIb54kTJ1JpaSlDpm2oPj4+9Pr1a3r16pWgXV9fn2JiYqimpkZ0DVC+F6F7BOpRX5cvXy6KBq98L4057QDYeP07VfmehDbmmpqa1K9fP1JTU6NWrVrx5sEuXbrQqVOnqEWLFuTs7MxBytXV1aV58+ZRTk4ODRw4kBwdHTn25s2bU1RUFMlkMlq6dCnPUVJdS0+fPs1ri6ZNmzLqCyUia8O+MmLECEpMTCQiImNjY16ftLS0pGXLltH79+9FnZuWLVvS/PnzBVF6VdtQqD+rakOMBFXt1KmTKPevrq4urV27lkpLSwUDHxYWFmyfKcR93rx5c4ZCq0pJpVQdHR2KiYkhIi6qrKqGhoZSdXU13blzR9DeqlUrevz4MZWVlYnS7YWGhlJlZaUor62uri7t3LmT8UALqYmJCY92UOg6f/eYUX3vQuNGT0+PJBIJWVhY8FgrjI2NacGCBWRkZEQeHh4c/lt1dXWaPHkypaenU9++fcnb25uD6u7s7Eznzp37x5x3xmeH9F8XoYwWUL8YL1u2jH788UdBu6OjIyUkJNC1a9cE7SEhIVRQUED5+fmCi/SCBQuotraWFAoFL7KkoaHB4VUcOnQob3CpUmc0JAPX09PjOL2XL1/m2LW1tTnQ3Hl5eZxFQU1NjW28ieqdjIYEzg03h6NGjeLYAwMDOdHKhnyGpqamnKzJ3bt3eW309ddfM8dfJpPxosHNmjWjgwcPsoEotBGwsbGhw4cPk1wup5UrVwrCxOvr61N4eDgdOnRIkDPWxMSERo4cSfv27eNlzdq2bUtbt25lzzpmzBj2vps2bUpr1qzhbAw3bNjAHLqG/HVE9Q6jkifL09OTRw3z4cMHmjRpEgH1Dl3DjWldXR2Fh4dTu3btSF9fXxBEYP369ewa+/fv59nPnDlD+/fvpxYtWlBwcDBvoktJSaEVK1bQq1evOEBGFRUVVF5eTiUlJWyD2LVrV0ZvcffuXaqrqyO5XE6LFi2i9+/f0/Tp02nNmjVEVO8EKil2oqKi6M6dO7R48WIaOnQoEdVn0pQbiZMnT9Lu3bvpm2++odatW7M2VvaXhw8fUmhoKHXp0oV0dHR4QZr3799Tjx49WCBp6dKlHHtNTQ35+/uzDY+9vT0Pir579+4c593Pz49DxTNy5EheNNfY2JjmzJlDz549owULFohu0PX09HjBC1Vt2rQpjR07VnBu0dPTo2+++YYyMzMF6ZwCAwNZJqMhOb22tjYtXbqUtWPDDX7Lli0Z9xtRPfWE6jP4+PjwqIJUF+fg4GBO9UJJSQkLIgH1vMKqWRKFQsHJlg8bNowHnKHKpRocHMxzxLZv387s7du352WSb926xZ6hRYsWvCqSvLw8NvdoaGgI0hap8m+GhobystHK8QbwOZqJiFf5EBERwcnU3Llzh9OORkZGnGqV8vJyXtWBtbU1/frrr2z8qkb1Vee+b775hnJzc2nJkiWC/UkqlVJwcDBt376dNz9qaWnRwIEDKSYmhp49e8bL5jg7O9PWrVtZIOOLL77grDWdO3fmVFdMnTqV8xxffPEFJ2u8Y8cODoiZq6srhzf2/v37nCxLs2bNOBU1ZWVl5OjoyHlf33zzDSeA2q1bNxo/fjzrE0pnVfUeg4ODGT2Djo4OBwAtKiqKPD09aeLEiew7OnbsyHgXr1y5QpaWljRixAg2/0ilUpoxYwZ9/PiRcnNzSVdXlzp06MDWCqA+g7xkyRIqKioiY2Njat68OeNCVaqBgQGFh4czJ0SMNqVh5vQ/rdra2o3S6VlbWzc6/9nZ2Qny6irV2NhY0NFSVbHAgVLV1dU/6fwbGhoKzuGGhoY0duxYmj9/Ps9h1NXVpalTp1JycjJlZmby3oW3tzedP3+eFAoFKRQKat++PcehGjJkCKcS7quvvuJwtg4fPpwzx27dupVDa9W9e3dOAPjOnTvUvn17Foxv1aoVW2eJ6rPEHh4eNHLkSNandu/ezZn/unXrxui1gHraK9V5dsqUKTR8+HBauXIlm3eOHDnC7Bs2bKBOnTrRTz/9xKqG/Pz8WIDw3LlzLPus6pxOnjyZCgoKKCMjgwwNDSkwMJAiIyPZXKmhoUHh4eGMS9rW1pa6d+/OoSOSSqU0fPhwcnFxIXV1dTIzMxNcN8UqHv5Tqqam1igNUo8ePURBo/6Tgs8O6b8u2dnZomWUQP2m38XFRdAmlUpp3rx5ghEooD7SduXKFdGJs2vXrpSTkyPKMzp16lSqrq7mELur6urVq0mhUNDZs2d5jpZUKqUdO3YQEdGDBw94UV1Ve3p6OmfCUqqy/La4uFiwlGr06NFUXV1NdXV1NHfuXJ7d1dWVlSj/+uuvvHvU0NCgXbt2EVF9hqDh4grURxCfP39OVVVV1KNHD8F26N27N719+5Y2bNggaG/WrBmNGjWKrl27xhwEAwMD6tixI3311Vf0008/0aVLlyg7O5vatWtHGhoa1LVrV1q1ahU9fPiQ43ivXr2a9PX1acqUKXTv3j2es5aRkUG6urq0YMECTvZBVbp27UoRERGiXFz79++nQYMGiZYYKvktGyvPnjp1qih3JhHRvXv3aOjQoZz7l8vlHP600NBQlsmurKyktWvXcr5ToVDQyZMniajeiQ0ODuZlsB4+fEgVFRU0e/ZsGjt2LO8+EhMTKS8vjyZMmEDBwcE8+6NHjygzM5MOHDhAlpaWvAxXbGwsK3Pds2cPrVq1imMPCwvjLHxVVVWcLJ+DgwMtW7ZMtJ3Mzc0pJCREMLMml8vJ2NiYbGxs6NixY7y+UFNTw7gzAwMD6ejRo5z2rampYcEoNTU18vf3p8WLF9ONGzeourqal1FXV1cnd3d3GjVqFK1du5bOnj3Liyzr6uqSq6srBQcHU0REBK8sUCKRkKmpKbm5udGuXbvYJkNV1dXVycvLi+7cuUNhYWGCY2rUqFGUl5dHy5Yt49l0dHRo27ZtpFAo6NChQ7wMipWVFUPmvn79OtuUK7Vdu3Zs3khJSeEF7Dp16sQ2XAUFBbxMdKdOnViAqKqqikaMGMGxe3h4sBJ3JUey6qbS3Nyc8ZwS1ZfiqgYW1NXVOc7ggwcPOE41UJ8lV2Zr8/LyeGV5So5movogUmhoKK8du3fvzrLdf/zxh2Cp2pgxY6i4uJiKi4t5VQHa2tpkampKU6ZMocLCQlZirqGhQa1bt6Y+ffrQzJkz2fyXlJREampqpK+vT0FBQbR06VK6dOkSGy/K4ICOjg59+eWXdPToUV7GfPPmzSSRSKh///508eJF3pjIy8sjiURCvr6+gnai+iCJubk5xcTECNq3bNlCampq9N133/F4ShUKBb1584a1nxDXs0KhoOnTp1Pz5s0Fy7AVCgXl5OSQRCKhyMhIXrWP8p6GDBlC7du35/EUKu0nT54kXV1dioqK4gQolI5GaWkpSaVS6tatG0MfV4ry993d3UlPT4++++47zgZf2beUfdvBwYGioqJYQK+iooLq6uo42dg2bdqwObysrIw+fPhAK1as4PQZW1tbmjZtGv3yyy+UmJgoyB+uqalJvr6+NHbsWOrbt6/g/KAcJ5/iGf1U6eSnMluf4mQU4l9XtQntOfT19alTp040c+ZM+uGHHzhBGmtraxo3bhwdOHCA3r59y44BAf/XCY2NjeX0y3nz5hEAat26NW3atIlXCq9Manh4eNDvv//O6/NyuZwMDQ2pdevWLLjbUEaPHk1GRkaivLlHjhwhqVRKy5cvF0UvtrW1pT59+gge/SCq38OZm5uLsioQEbVt25a+//573ncon+n48ePUpk0bHq+u6jPb29vTDz/8wAnIqdpXrFhBbm5unONzCoWC7T2UZeQjR47kBJKU11MoFNSyZUvS0dGhmTNnspJYVYTbwYMHs33iV199Rbdu3aLS0lL6+PEjffz4kRMEVVdXp+7du9O6devo6tWr9PDhQ1bNoqrGxsbUrVs3mjRpEifQJDRuxALVnxozUqmUQkNDeVy3/0nBZ5Tdf11evHiBTp06MSSwv0P09PQYYlhDadasGczMzBggT8Pf8fT0hLm5OUM7y8vL49iHDRsGU1NTxluXnp7OAXuZO3cuLCwskJycjNTUVKSmpnJAbRYuXIg2bdogISEBr169QkpKCtLT06FQKAAA06dPx6hRo3DlyhXGP5qSkoKSkhIAQFBQEDZt2oSLFy+y71d+VlVVwdzcHCdOnMDTp0+RnZ2N9+/fM83JyUFeXh6mTZuGoKAgpKenM+5VpZaUlEAul2PixIkoKytj6GVKjj3lzzo6OigrK4OxsTFMTExgamoKExMTGBsbMwCBS5cuoa6uDu7u7owrTVVycnLw6NEjBAQECPLwAfVcfR07dhS1p6WlQUdHh3eQXVWePXsGNzc3Ufvbt29hbW3dKIBJdna2KBcqUA/E1ZCTrLS0lAEsVVdXo7KyEs2aNUNtbS2OHj2Ks2fPIiYmhgE6VVZWQlNTEwcPHsSSJUsQGBjIAz7IzMzErFmz8Pvvv+PAgQMYP348x3779m1MmDABqampuH37Nvz8/Dj2mzdvYuzYscjIyMCpU6cwaNAg3nOEhobi9OnT+Prrr7Fr1y6OnYjw9OlTTJ06Fffv30d6ejqnXZTtVFNTg+joaJw6dQpnzpxhoCG//vorhg0bxrmmEjxGoVBg8+bNmDVrliBoT0ZGBo4dO4bZs2cLAsXcvn0bZ86cweTJkwXBCS5cuIBz586hR48eCAgI4IF2XLlyBX/88QcDLHFxceGAbSUmJuLSpUuwtbVlamJiwu41KysLt2/fhqmpKczMzGBqagpjY2MGNFNeXo7k5GQYGBhAX1+ffSq/Qy6XIysrC2pqakzV1dXZz5qamiAiDsKo6s+tWrWCvr4+A+wqLi5GUVERiouLUVFRgV69ekFLSwtE9UBeyjnh/fv3qK2txbhx49h7Ki4uRlpaGt68eYM3b95AQ0MD4eHhzF5SUoIXL17g+fPneP78OdTV1bF06VL2XkpLS5GUlIQnT57gyZMnqKmpwY8//siAVsrLy5GUlIRHjx7h0aNHyMrKwpYtWxg/rEwmQ3JyMh4/foxHjx4hOTkZ8+fPR0hICIB6xNKXL1/i6dOnSE5ORnJyMlq1aoUNGzZAW1sbNTU1yMjIYDzPr1+/RlZWFr7//nt4eXmhsrISHz584Kmuri7CwsJYm6m2r/JT+X7z8vJgaGjI3qMq+qhcLkd8fDxatWoFa2trQZCqO3fuQEtLCx4eHoIIkgUFBbh69Sr69OkjOv8dPnwY/v7+osBy9+7dQ25uLvr37y84pogIS5cuxbx580QB8rZt24aOHTuKcirGx8fj/v37mDNnjugcunnzZgwfPlyUt1HJsx0UFCRoB+oBa4YOHSqK8nr58mXY29vzgG6U8uzZM7x8+RKDBw8WbIv8/HysX78e8+fPFwQjLCsrw9ixYzFlyhT06dOH96wymQydO3dGjx49MHr0aLi7u3PsVVVVcHd3h729Pfr06YPevXvDycmJ3UtlZSUD+unYsSP8/PzQsWNHeHp6QktLCyUlJXB3d8eHDx/g5OQENzc3jurq6sLLywsFBQUwNjbmcIUquRnnzJkDmUwGfX19DsiVpaUlKioqsG3bNhARTE1NOVyLFhYWyM7Oxv9h773DosqWtfFqmoxIEFAQAcGMmCMgRhwDiI45i2EUs2POKGbHMIYx62DOkRkzBgxjJCdRMpJzbpp+vz/61+v2Zu+N55tz7znn913reeqRmerevcNatapq1X7fU6dOkZGREeMvVQd9ys3NpTVr1pC9vT3jcVTnQtXX16e+fftS/fr1qV27dtS+fXtq374944QkIlq6dCmlpqZSnz59qHfv3uTg4MB5Vi9evKAjR47QyJEjqX///rx1QKFQ0MyZM2nEiBHk7u4uOB5PnjxJBgYGPN5klSQmJtLZs2dp6dKlooCPvr6+NHPmTNG44+zZs2RtbU29evUStBMRbd++nZYuXSo6Z169ekV2dnaiHO1Eyvvh6uoqao+JiSFbW1tRkD0AFBoaSu3atRM9xsuXL6lz586iQHxv374lTU1N6tChg6A9Li6OLl68SLNnzxYEwvr69St5e3vTxIkTadiwYTwg04yMDOrcuTP16tWLPD096YcffuCs3Z8/fyZHR0eys7MjFxcXcnV1JRcXF2rWrBlJJBK6f/8+DRgwgDQ1NalZs2bUunVrat26NTk6OlLr1q3pxIkTtGPHDiJSgptZW1uzsd2gQQO6cOEChxGASAnYpAJVNDExITs7O/L19eXx5v4r5B9F2f2ekApITEwMFRQUkI6ODmlrazP4aB0dHdLS0qLs7GzS1NQkAKRQKEihUFB1dTXnb1Vw4ODgQOXl5VRaWkplZWXs37KyMmrevDk1a9aMR2qel5dHRUVFNH78eDI3N6f8/HwerLZUKiUfHx/S1tamiooKSk1NpeTkZEpJSaGUlBSysbGhiRMnkkQiIYVCQenp6RQfH8+0U6dO5Onpya45Pz+fJadxcXHk7OzMIUSurKyk+Ph4lqC2bt2aBg0axOwAKCcnhyWnhoaGNHz4cI6jBkAZGRmUkJBAmZmZ5OHhIbhwy2QyyszMJENDw+/0Gf+EAKCsrCxegFVdXU0PHz4kf39/atGiBa1fv57ZSkpK6Pjx47R7925KSUmhJ0+esAULAAUEBNCKFSsoKiqKtLW1KTY2lpFeV1VV0d69e8nX15fKysrI2tqavnz5whaJiooKWrduHe3atYsUCgW1b9+ePnz4wMaITCaj9evX0/bt2wkAWVpaUlJSEmeMXLt2jWbNmsUKKMHBwZyFqrS0lDZu3Ei7d+8muVxO3t7edPLkSc71V1VV0enTp8nPz4+SkpLo7t27NGDAAN79UygU9OLFCzp79iwNHjyYvLy8/uaT+C7/rwjwz1FS/CPH+C7//fK/5Z5/6zqrqqpIKpWKjlEVWrEYLUxubi5VVlaKJiBpaWlUVFRETZo0EVzbv3z5QqWlpdS4cWMeei+RMulXKBTUsGFDQfuXL19IV1eX6tevL1ggSUtLI1NTU9HkpqSkhAwMDETvUXV1NStqi8n/lrH0LVFtBtQsRFVVVVFycjLFx8dTSUkJeXl5ccZbQUEBJSYmMm3Tpg316dOH2RUKBWVnZ1N6ejpTNzc3wQIuAKqsrKSioiKqU6dOrYji/4x865kXFxeTnp6eKO1LQkICGRgYkIWFhaD9xYsXZGxsTM2aNeMl1ZWVlRQQEMCS0Pr163Pu5+fPnykuLo6D6m9sbFwrtdG/Wr4npN/lu/w/Ljk5OVRcXMyptmdnZ9Pjx4/p0aNH9Pz5czp8+DBz9lFRUeTv709nzpyh9PR06tq1KwUFBbEiy759++jgwYOsM2DSpEnk7+9PRESvX7+m5cuXc6DVFyxYwGDfX7x4QT4+PhQREcHse/bsoYULFxIR0bt372jy5MkUHR3N7MeOHaPp06ezc5swYQIFBwcz+6pVq2jz5s1EpCyYzJs3j86dO8fs3bp1o9evX7P/vnPnDs2dO5eSk5PZ/4uKimIVfblcTufPn6eNGzfSly9fiIhowIABdPfuXc59jYqKorNnz9K5c+coOTmZcx/UBQClpaVRSEgIJSYm0rRp00QDoe/yXb7Lv17kcjkVFxdTdXU11atXj0pLSyknJ4dpbm4uZWdnU2FhIXl5eVFFRQVlZWVRZmYm40z8+vUr43t2cXGh3NxczjFycnIoNTWVysvLady4cdSgQQPWzVNcXMy6euLj48nIyIjGjBlD+vr6PIqvnJwcSk5OJktLSxo8eDALsPX19cnAwID09fUpNDSUjIyMyMrKSnC3OC8vj7S0tASTOaL/osGpjbLpu/y/LQCotLSUNDU1SUdHh/Lz8znJX3p6OmVkZFDPnj2padOmlJiYSAkJCSyBTEhIoISEBOrWrRtNnDiRUlJSWJdKfHw8JSUlUXV1NVlZWdHUqVOppKSEk4Cqc5l369aNWrduTRkZGey3MzMzGWWNhoYGde/enWxsbDhdcurdcnK5nLp06ULdu3cXLCaUlpZSdHQ0OTg40ODBg6levXpkYmLCkjcDAwN6//49AaAmTZoIUhFVVlZSeXn59w2SvynfE9L/BgkPD6emTZuKcrQFBgZSz549RZ376dOnacKECbW2O3Tv3l208pKQkEB2dnai9oKCAjI0NBT9fVWrb20k0d8ikf5Wxf9blaN/t/1b5/8t+7f4Fr9VUf1H7KWlpVReXs52zlV/l5eXk42NDUmlUoqJiaHY2FiKiYlhf1taWtKNGzcoISGBHj58SI8ePeIkdOfPn6cffviBLly4QP7+/vTu3Ttmq1u3LoWEhBAA2rVrF508eZLDf2diYkIxMTGUn59Pq1atouvXr3PO29DQkL58+UISiYSWLVvG4xIzNTVlu5sbN26k7du3c3jRjI2NKS0tjXR1dengwYO0bNkyHv9efHw8NW7cmO7du0fTpk1jPGEq8ff3p0mTJlFKSgotWLCAbty4wbF7eXnRzZs3qbq6mi5dukQbNmzg8JxKpVIKCwujVq1aMb7Ys2fP0sePH9lnWrZsSe/evSMdHR2KiYmhkJAQjubm5pKJiQk9ePCA7O3tGW+sqltCpQCoTp06JJFIBFvDVZKTk0MGBga1JrZfv36ttUUqPz+/Vi6yyspK0tbWFj0H1ZrwfRfgu3zLPxYXF5OBgYHoZ1JTU0kmk1GjRo0E15nY2FiKioqiunXr8lRfX58iIiLo+vXrbA6pzyfVTkpoaCiZm5tTSUkJFRcXMy0pKaGKigrGXZqfn08ymYx3DsbGxpwguaZoaWmRk5MTxy/UlHbt2lF5eTnFxsaKfqZfv3707NmzWvlOrayseH5OTOrUqcNaVhs2bEhWVlZkaGhIO3bsIENDQ+rYsSPjIW3dujXjuvTw8CANDQ3q1asX9e7dm9q2bctZ43bv3k2pqak0YsQIQS7kR48eUWhoKE2ePFmQezYyMpLevXsnyrH+5csX+vjxIw0fPlxw3ISHh1NSUhINHjxY0AcFBASQnp4e9e3bV/C+HDlyhJycnMjZ2VnQfuvWLbK2thZt737y5AmZmppS27ZtBe2vXr0ifX190RbS169fk0KhoK5duwruUr148YLy8/Opbdu21KhRI941BgYG0pcvX6hBgwZMLSwsWGvu3bt36dWrV5zXJTQ1NdnfqtcUjI2NOfNBXevXr086OjqUmZnJ4+5WcdfXNic8PDzo3r17opzcrq6uNHToUFqxYoXgZ6RSKe3bt4/y8/NpzZo1gscwMzOjc+fO0cGDB+n27duCn7GwsCA/Pz9auXIl5eXlCX5GKpVS+/btSSznUPGUFhQUEAAyNTWlJk2acFq6HRwcaO7cuVReXs44SJ2dnTnc83v37qWIiAjy8vKifv368dbwd+/e0cePH2ns2LGCxaTExETKyMigbt26CZ5nYmIi6erqUoMGDQTtsbGxZGtrK5qv/DvlH01Iv4Ma1SJnzpxBy5YtORQb6jJ37ly4ubkJgiQAQLdu3eDp6SkIfgIoUcZGjRolysG5b98+jBs3jgfSoJInT55g5MiRovbs7Gx4eHjweDPVZeTIkaLnByhpVcR4TgFgx44dPAAHdfH396+Vb/D+/fscgJmaEhwcjM2bN4vyCSYnJ2PWrFk8IA2V5OfnY9iwYaJcq8XFxXB3dxflIC0uLoaLiwvWrFmD4OBgHrhAQUEBOnToAA8PD/j6+iIgIIBD4ZCTk4PmzZvDysoKbdu2Rb9+/TB27FjMnz8fmzZtwvv37wXBoyQSCVauXIlPnz4JcpL16NEDeXl5iI2NRe/evXn2HTt2AAAiIyMxevRonl0FdBAREYF58+bxkDRViM7h4eFYu3YtD/1QBfrz4cMHrFq1ikdFoqJLCQsLw7JlyzgomESERYsWAVACPq1duxYdO3bk2N3d3QEokUJ3797N6IFUampqygCg/vjjD0yfPp0H8KICWsjIyICvry8PrGLu3LnsOT1+/BjdunXj2PX09BhCXWVlJZYtW8a7j+bm5gzxMzY2lncfVOrl5YX09HT8/PPPMDQ0RPfu3TFjxgz8+uuvePz4MQMcSEtLQ7169TBhwgTcuXOHB54CKPnIxo4dK8pP+fvvv2PIkCEc6h51+fTpEwYNGoSEhARBu0KhwJgxY0T9GgBs2rQJqampovbLly+L8isDynFTG/9xfn4+BylVSNTRi4WkNv5OQAl0IQbmAQCpqamifgVQAl7UxlP6j5xDbVytgBINXcy/A0o+15p0WTXtt27dqpUHeuXKlaJgaC9evECfPn1w4MABQVqZyMhIWFhYYMCAAfD19cX9+/c5AC1fv36FmZkZpFIp7Ozs0Lt3b0ybNg2bNm3C+fPn8ezZM4agWVNVfH3qPKY1dc6cOdi5c6eoffHixXj69KkokM3QoUORn5/PA7lSqbW1Nd6+fYuYmBhRug4fHx+kp6cL8kUTKQFxTp06hYcPH/K4lFVav359HD16VBSEj0gJkLNkyRIOGrCQ1vS1KtXS0oKTkxMPCNDIyAienp7YtWsXPnz4gPj4eLYeWFlZYe7cuXiMvdxbAAAgAElEQVT69CmbK4WFhdDX14e2tjYDBlQfXxUVFTAyMoK1tTV2797N47eVyWQwNDRE+/btBakp8vPzoaGhgT59+vCQ0AHg1atXICJRH3f69GkQKZFn1QFsVHL//n0QKWnihBBI3759y9ag+/fv884vKioKREpAqF9++YVHNfflyxeGxjt8+HAcPXqUM0dTUlIYOquJiQl69uyJ+fPn48SJE3j//j2SkpI4CLkqNTExQcuWLdGvXz/BmEGlkydPFp0zRkZGuHz5siDwHJESZOfx48cIDAwURNfW1tZmDAXLly8XPMbo0aNRXl6Od+/eCYJ7Ghoa4u7du0hJScH69esFkZXbtWuH6OhonD9/XhT5uHfv3rh//z58fX05lCfq2rp1a/z6669YunSpKCiQtrY2xo4dCzc3t1rnlRCAnImJCQYOHAg/Pz9cuXKFAW7p6+tj6NChOHXqFAOhKysrg4mJCfT19eHt7Y2XL19yxlZZWRn09fXRq1cvwXGXlJSEOnXqYMOGDYKc0bdu3UKTJk04dHj/KULfUXb/vrx8+RJTpkxhcNRSqRTr1q1jKHYFBQUYM2YM44esV68ej6dzzpw5jFeoadOmPMe3f/9+NgE6derEC+7u3r3LiLbd3Nx4KGexsbGMSLdXr168pLKsrAxbt24FkTJ5qYniBiiRW01NTdG+fXsOH6NKbt68ifbt28PBwUEweH3x4gU8PT1hZmYmmLR/+vQJU6dOhba2NgeBUiVFRUUMiXf16tW8pFOhUGD79u0gUnLSCZ3juXPnoKmpCRsbG0F0xNu3b8Pc3BxSqRRz5szhHSMoKIg5Mzs7O+zZs4ehEgLKxUcdqdLe3h7Lli3DmzdvoFAokJWVxfhi1bVRo0aYN28esrOzeYkOkZKPU0XvUpNn1NraGk+ePGHnUJNPy8vLi1NkUI1Tlc6bN4/jzGrSR0ybNo13j9Ttzs7OnGcREhLCsVtYWHAcYk5ODmdR0dfX5/BeyuVy3gJaM5CoiTqtTssA8GmMFi9ezLHX5D1zdXXl2MvLyzkJqbGxMQcGH1CiEKsfQ53mCFAG7+qLkqWlJaKiopi9uLiYxyVmYmLCQQYVQp4mUiJDbty4ERcuXOAktcbGxvD29sa9e/cgk8kQFRXFqCWICB4eHhwOYZlMhsmTJ4NIGYAuWrSIh+x88OBBSKVS6OnpYceOHTyezoCAANjY2MDIyAgnT57kLYwhISFwdXWFiYkJrl69ipqSmZmJ8ePHw8TERJC/uLq6Gr6+vqhbt66gHQDu3bsHXV1d3jhQSWhoKBo3bsyhwlKXhIQE/PDDD/D19RVMxgoLCzFnzhxMmDBBsBClUCjw66+/wtnZWbRg9/TpU1hbW/PQIVUSERGBxo0bc+i01OXz589wdnbGokWLBBPjzMxM/Pjjj+jcubOg/5XJZJg+fTrq1KmD3377TbBo5+vry+aDUAJ/8uRJtsaNHDkSL1684NyvW7ducVBNnZ2d8csvv7BE/NmzZ7wijEQiQatWrTB//nwEBQVx6BRUKpVKMWXKFLx9+1YwgbK0tMTp06chl8sFEzA7OzsEBgYCAK9YRaSk5VJREQmhQmtoaGD79u1QKBQ4duyY4Jzs1asXMjMz8fHjR0G7np4eTp8+LUg/ptL27dsjNjaWcYYL6ZgxYxjqqpi6u7t/E31WiL5MSL91HA0NDcHPGBkZwczMDJ07d+bRCTVv3hy+vr7o0KEDJkyYwEEMNTExwdq1a5GVlYWhQ4di2rRpHLuzszOePn0KAFi1ahW8vb0ZEq9EIsHkyZNZfOTv789ZK7S0tPDzzz+z+Oavv/7i+EeVXeUDc3NzOQm5RCLBuHHjOOvR6NGjOdfv5OQEf39/VhxcvHgxh25JKpVi0KBBuHTpEsrLy7Fr1y7B8dCiRQssWLAAy5cvF0Ua1tDQQM+ePQWp5jQ0NDBlyhQEBQUJft/e3h4PHz5EeXk57/kQKWmGVH5EKGZp06YNm9dCRWxTU1O2uVBzPVbpsmXLUF1dzaMVVGmjRo0QFhaGnJwcwQSPSJnQlpaWihZeNDQ04OfnVysThpaWluA1/N0584+q2NwyNjZGhw4deBRYTZo0ga2tLUaPHo0tW7ZwuEY7duyIK1euwMPDA3PnzsWZM2cYDU+DBg1w9OhRVFVVYdWqVVi4cCGOHz/Ovjt27FheoeTfKfQ9If37okr0amr79u0RHh7OFvGaumjRIlRWVuLDhw88m76+PtuVKiws5FWFLC0tWYKiUCh4fFvNmzdnUNQAMGXKFI69bdu2nJ3MX3/9lWdXH6BBQUE8Z6leJc/OzuYEIlZWVhzaA3VocyJlFVhFqqwSVWBMpHT8u3fv5thrUtcMHTqUk+jUvI9WVlac3daKigoexPu0adM4AWSPHj049rp162Lbtm1sd23FihW8Z1W3bl38/PPPSExMREBAgKCTsbW1xaZNm5CWlsbhopJIJBg8eDBu3brFAl31YKRVq1YICAjgBH1Lly5lNBcjRozgFR8uXLjAEroZM2bwAmj1XdLhw4fzgtvi4mIMHz4ctra2aNGiBY86prq6Gj4+PozYvCbdgOpZqcjZ9+/fz7M/e/YMS5YsgYWFBRYsWMCzx8fHY/bs2Rg8eDD69+/P2/krLCyEj48Pli1bBnNzc8Y1phK5XI6VK1eyIos6T6FKjh49inXr1oGIBJOAhw8fwsfHB0SEPXv28OyxsbEs2Jk4cSIvkSkqKkLfvn1BpOTerHmOgJKvUDVePD09ed0FI0aM4IwnW1tb7Nq1iwVUNTk+1bVHjx4swaipvXr1woMHD1h1X13r1auH/fv3QyaToaSkhMdb1qZNG06yUpOYfeDAgZzd0kmTJnHs3t7enJ3Emr5nyZIlnKT3xYsXnPmyceNGTjKVl5fHCVa2bdvGeRYKhYJDu7Vx40besxo/fjyzL1y4kJesqXNJjxgxgjce1bmkO3fuzEvqs7Oz2TnWr1+fN2cUCgWbsxoaGrziBgBMnDiR/Yanpyev6r1//35mF0rua/I09+zZkzMmKyoqeGTsw4cP5yTQNelxiAgdOnTA77//joqKCkH6MalUih49euCPP/7A5cuXeePJ2dkZx48fR1FREZKTkznnoK2tjZkzZ7LAWKFQwN7enu1eaGtrY/ny5ZzxNHz4cM5a5OPjw7lX27Zt46ynffr04ezmPn78mLNOWFhYcAp+WVlZ0NfX5+yALl68mEMJ0aRJE3Tr1o0lCg4ODhxexhEjRsDW1pazMzVv3jy2u+3n5wcDAwOMGDGC0T7Vq1cPly5dAvBfRUEnJyfOLqqTkxOeP3+OhIQEECmT4Jrzs1OnTrh37x5bh4R4CRs1agQbGxtR3/Kv0Jpjsaa6u7sL7gyqrnvt2rW84q1KzczMcOjQIbY+1FQTExPs2bOH7Y4Kjelp06ax3U8htbKywvbt23lUSupqbGwsatfX18fw4cMF6ZxMTU2xfPlyJCYmIjY2lhdzeHl5Mc7a6upqWFlZsWRKQ0MDS5cu5XTaeXh4cObEihUrOD5448aNHGqtmlzPd+/ehYmJCTuPpk2bcpL21NRUGBoaMs5qdcpAQLleN27cmK33qnGqvh56enrCyckJv/32G+NuVff1a9asgZmZGebNm8cKuQ0bNmRr/+XLl6GpqYnevXtj9+7dLEnv3LkzwsPDGdVL/fr18eOPP3I6ybp06YLnz5+zzokGDRrwdnMbNGggSAH0n6QtW7YU5cU1MjLCwYMHa+0C+lcJfU9I/748fPgQkyZNEnTs2tramD9/vmhLRKdOnfDkyRPR6o6qWifEn6mrq4uLFy+iurqaw2mkUnNzc9bGtnfvXp7dzs6OBRv379/nOTUHBwdWAYuNjeVV8WxsbJjTKSgo4O1q1atXj+2EVlVVYciQIbx7o76jsXHjRt45qgeHQufYpk0b1uqXmprKq75LpVJs3boV1dXVkMvlgvexYcOG+OOPPwBAtAWqefPmePr0KSIiIthzNjY2houLC2bMmIG9e/ciMDAQVVVVcHR0RJ06dTBkyBAcOHAAnz594gTAq1evhpWVFdauXSvYPhcaGgpLS0scO3ZMcDcGULZ3C+1GqeSXX37B2rVrRe3FxcVwdXUV5TEFlC3itbUQvnr1CkuXLhW1KxQKDBo0iAXvQr+1Zs0aJCUl8dpRVPLs2TOcO3cOK1asEPwN1c5VzV1c9XPw9vYW5C9VyaxZs7Bu3TpR+/jx41FeXi7Y9gIA/fr1E7UBQLNmzUTbUYuKimBiYgJ/f3/B68/NzYW2tjZ69OiBa9eu8cZDdnY2CxRsbGzg7e2NM2fOsAA7Ly+PF7RJpVI4ODjghx9+wNGjR0XJ41u0aIGAgAAMHDiQZ5NIJPDx8UF+fr5g5Vl9t1SoRdLBwYEltZcuXeLZnZ2dWcHryZMn0NPT49iHDh3KkpDg4GAWtKt06tSpbNzFx8fzgvJZs2axhTc7O5vHtert7c3udXl5OaZNm8axe3p6svGsUCiwY8cOTotXu3btOLv+t2/f5vhPU1NTTpdIVFQUmjVrxvkN1Y4coJyvNf1n27ZtOUVB9aRZpcuWLWPXERwczPPhenp62L17N+RyOSorK9G9e3fOObZo0QJ9+vTB48ePAfyXf7SwsEC/fv2waNEinDx5Eu/fv0d5eTni4+OhpaUFW1tb/PTTT7h+/Tpvx9jNzQ0NGjTA8uXLBfk3Dx8+DF1dXcyfP1+wDTw3N5fxlAoVeWQyGQYOHAhbW1t23upSUVGBo0ePQkNDA5s2beIFYNXV1Syhc3Z2Fmw1LygowOLFi6Gvr48LFy7w7KqCUf369eHp6cnrOMrLy0N1dTV+//13GBsb48aNGxx7YWEh4zQ0MjLCkCFDOK92lJWVsbb9WbNmwdDQEHv27OEkxVFRUZDL5bh69SqICI6Ojrh+/TobU8HBwUhLS8OnT5/YM3d1dWWvowQHB+PNmzd4/fo1p+DTtm1bbN++HQ8fPsSdO3dw7tw53u6VoaEh+vXrhylTpmDJkiWiO0uampqwtLQUtKn7mtrsQrt7KjU2NhZNWlV+qLbv29rawsnJSdSuqakp2kKura2N1q1b8/jX69SpA3d3d8bRm5CQwM6xbt26GD9+PK5fv84SxoqKCkyfPp35lRMnTnA6nhQKBStQuLm5cTpgVFJeXg4DAwO0b98eHz584NkrKysxbtw4WFhYCHaOVVRU4PLly5BIJNiyZQtvrVIoFCgpKYFUKoWbmxuvmwhQvk5z//596OvrC3a6qNbQWbNmYdiwYbxCeGFhIeMKNTU1ZTGbSoqKilgS7efnh0GDBnF8cFlZGZuHhYWF0NXVxfbt2zlz5suXL+zahg8fDmtra9ZyDChfSVJ1xF28eBFEyp3mw4cPo7y8HCEhIQgNDUVqaiqSkpLYvDAyMsKsWbNw4cIF3L17F3fv3sWdO3d4O9uWlpbo168fZsyYgeXLl9fKkau+sSGkte3mmpubix67S5cugq3v/0qh7zyk/5zs37+f5s+fL2rX09Oj8vJyQZu2trYgeIJK7O3tKT4+XtQ+ZMgQ+uOPPzggMOq/u27dOtq7dy9lZmby7GZmZnTy5EnasWMHvXv3jvfCuqWlJd25c4cOHTpEjx8/psTERI69fv36dO/ePQoMDKRr165RZGQk4xclUoLZ3LlzhyorK+no0aMUFRVFcXFx7MV1iURChw8fJnd3d9qxYweDpE5OTibVWBs5ciQdO3aM9u/fz7j3UlNTKSUlhcrKysjc3Jxu3LhBX79+pQ8fPlBBQQFHCwsLycXFhX766Sd69uwZO7eaY9nT05OCgoKobt26VK9ePY6qoN+fPn1KcrmcHB0dqUGDBjyAgczMTIqNjaVu3bqJcly9efOGOnbsKAqznZKSwtDcxCQ1NZWsra1F7dnZ2YK8cyoBlLyNtYHZFBYW8ngt1UUul1NFRQXVqVOH8vLy6OnTp/Tjjz9yPlNcXExSqZSWLl1Kixcv5nELymQy8vf3p3v37tG1a9d4v5Gbm0vu7u70ww8/0NatW3n26Oho6tGjB82bN49DR6OS1NRU6t69O40cOZJ2794teB8WL15MUVFRdO/ePcHrLCsro4ULF9LmzZsF72lRURHVrVtXFPArPT1dlNvtW7QIMTExVFpaKgqo8fTpU/r06RP16dOHx29HpEQSDgwM5HDn2djYsPN88OABXblyhaEI1tTMzEx6+PAh6erqkra2NqO1Uv1raGjIUIpV4DEA2N89e/ak5ORkKisro4qKCiovL2f/yuVy8vHxocTERMrNzeXNW01NTVq3bh1lZWVRcnIyZWRkUGZmJqOyMjU1pe3bt1NZWRnFxcVRUlISQ2ZMSkoie3t72rNnDxEpeeNUFFSxsbEUGxtLrVu3psOHD5OWlhYlJiZSREQER52cnOjUqVMMzCM0NJRCQkLYv7a2tnT16lXS19en4uJiCg0NpeDgYAoJCaHg4GCSSCT0559/Uv369amyspKio6MZh2lYWBglJiaSv78/ubi4kFwup4SEBIqOjubo4MGDac2aNaRQKOjr16+UlJTE0aqqKtqyZQs1aNCAUlJSOHRgKm3dujUNGDCAUlNTGfUCEXH4mK2srKiyspJSU1PJwsKC6tWrxxvLAOj169fk4OAgyr0ZERFBWlpajC+vppSVlVFgYCDj0BOSO3fuUOfOnUXBOKKioig5OVmQekklW7dupblz54qixx47doxatmwpyncYHh5Ox48fp507d4r6cT8/Pxo6dCg5OTkJ2hUKBeMAFQNxunv3LrVq1YpsbW0F7YWFhXTr1i1GySYkO3bsoAkTJoj6kO3bt5O1tTWNGTNGEHBv27ZtFBUVRQsWLBD0M3v27KEDBw7QuHHjaOzYsdSqVSuefcmSJdS5c2fq378/9e/fn7p27crGz5YtW2j16tWkpaVFbdq0oU6dOlHnzp2pU6dO1KpVK1qyZAnt27ePiJQAOXZ2dtS0aVNq1qwZNWnShM6ePcsB2CNSguw1bNiQzMzMKDg4mEpKSnjnrUIbzs7O5tmkUilDQM3NzeV8R33dl8vl9Pz5c9LT0yM7Ozsez2mdOnVozZo1ZGFhQU5OTtSiRQtq2bIltWjRgho3bkyampo0d+5cysnJYXySNTl6AwMD6fz58zR8+HDq27cvb7xVV1fT/PnzaezYseTi4iI4Dvz9/cnCwoIGDBggaE9OTqZLly7RokWLROfdxo0b6aeffhKddxcvXiRDQ0MaPHiwoL2yspKmT59Ox48fF+U6ff36NWlpaVGnTuJ4Nc+fPydXV1fROVNZWUlJSUnUrFkz0WNERkZSy5YtRY+Rnp5ORUVFjCNaSI4cOUITJ04UpYbZsmUL2dvb04gRIwTv6c6dO+nhw4fk7e1NQ4cO5YEWXbx4kSZMmEAuLi40aNAgGjx4MDk6OrLnd+3aNRoxYgQREdnY2FDXrl2pS5cu1KVLF+rYsSMdO3aMFi1axDmmubk5NW3alBwcHOjNmzccUMb/G9HQ0KB58+bRxo0bRbmc/yflO8ruPyEpKSm0bds2qqqq4sCyq/5OS0tjiFwdO3YkLS0thl5WUFBAWVlZVFxcTO3ataNu3bpRXl4eZWdnc+DktbW1adGiRWRgYEApKSmcpCwtLY0GDBhAy5Yto69fv3L4Q798+UJpaWm0fft2GjduHC8oi42NpczMTLpw4QL179+fEhISGDG8SjMzM+ny5cvUvXt3KikpoaioKBa0RUZGUlpaGh07doy6d+9OgJLaQj2wi4+Ppw0bNlDv3r2JSInU+/nzZ4buFh0dTePHj+fwlFZWVlJCQgLFxcXR58+fydLSksaMGcO57wCosLCQUlNTKSsrq1YE4+/y90WhUNDt27cpLi6Oli5dyrFVV1fT0aNHae3atXT9+nVyc3Pj2MPCwmjs2LFUv359CgwM5B135cqVtGPHDvrtt9/Ix8eHY8/OziZ3d3cKDQ2lmzdv8ng9ExMTydXVldLS0ujq1as0fPhwjj0/P5969OhBkZGRdOTIEfrpp59417Z161ZatWoV/fzzz7Rr1y6eXcVN+tdff1FcXJzoPbp//z4lJSUJ/sZ3+c8UAFRdXS0aoMlkMqqurhZFMC4vLyeZTCZatJHJZFRUVCSILKr6/cLCwlqpAVQJ/re4Sr/L/50AtaOtfwst/VvHKC4upsLCQtGiYVFRESUkJJCpqako8bxCoaCcnBzS09MTTaz/EfnWtVZWVoomEERKP2trayt6jCdPnlDbtm0F6S+qq6vpzJkz5OjoSG3atOH9Tn5+Pp08eZIhlNrb23M+Ex0dTQEBAQwVuGHDhmRpacm4LJ88eUKxsbG8AnK9evVIT0+Pbt++TQDI2NiYTExM2L+q77948YKMjIzYd2oijmZkZFCdOnV43JkqqaqqIk1Nzf8VCOPfGkcKhYIVuNSlqqqKoqOjqaCggBcflJeXU1hYGH38+JFCQkJo5syZ1KFDB2bPy8tjRbzQ0FAqLy+nffv2MX5OuVxOiYmJLJaNiYkhMzMz8vX15ST2MpmMvn79SmlpaZSWlkY6Ojo0ZMiQ/9HnVlJSIjpuiIjevn1LTZs2Fd0UOHLkCFlaWlKXLl14RYKCggJasWIFWVtbM2TfJk2asLUoICCA/P39ydzcnKdGRkb022+/UUlJCenr65OOjg7p6uqyf9X/dnBwoP79+//Lx/f3hPQ/XKqqqqioqIjq1avHsykUCsrKyiJNTU3B4EdFPNywYUNBiOeqqipKSUmhxo0bCw481cIoRtJLpHQstVFPfMuZfZd/jwCg8PBwunz5MjVr1owmTZrEbJWVlXT27FnauXMnpaWlUVRUFCd4evbsGc2fP5/CwsKoV69e9OTJE85x9+3bR8uWLSOZTEZnzpyhCRMmMHt5eTlNnDiR7YqqKItUkpmZSf369WM8penp6RynnJ6eTj169GD8oLGxsZyKaXl5Obm7u9PLly+JSLmT2LNnT861HzlyhGbNmkVERMePH6dp06Zx7DKZjMaPH09Xr16liRMn0unTp3n3r7q6mvz8/MjPz48+ffpEDg4OgvdZJpPR6dOnaejQoaIJynf5Lt/l3yMAODvxAwYMIC0tLaqqqqKkpCT6/PkzR0eOHEkjRoxg/x0XF8dRQ0ND+u2336iqqorxMKprfn4+DRw4kKZMmUI5OTmMy7HmvwMGDKAxY8ZQRUUFlZaWUklJCdP8/HxKTU2l5s2b05QpU0hXV5fReag0Ly+PUT8I+R2xJOK7fBeVyGQyKisrY4UzAJSamsoo5WJiYqhOnTq0YcMGqqyspLCwMNYlEhISQpGRkWRjY0N37tyhvLw8+vDhA338+JE+fPhAUVFRVF1dTRKJhH755ReysbHhdKKkpKSw83BwcKD58+dTRkYGSz4/f/7M6S5s3749eXp6UlZWFqWmprIENCsri32mSZMmNG7cOCIiNqdKS0vZ39nZ2VRZWUkzZsygdu3asSRNXVNSUqhhw4bUoEEDwcLV93j3n5PvCel/k9TGw1ZeXk66urqiAzUjI0O0XYKIKC0tjRo2bChqLy0trbXN85+t+n6X/3/J169f6f379/ThwwcKCQmhhQsXUu/evQkARURE0JUrV+jy5csUGxtL/fv3pz///JOkUikVFhbSkSNHaO/evZSenk5ESq45VXtIcnIyLV26lC5fvsx+68mTJ9SrVy8iUiaTU6ZMYS2wdevWpfT0dNb6kpmZSV5eXvTmzRsiImrRogVFR0ezY6Wnp1OfPn0oJiaGiIhsbW05reJ5eXnUs2dPlqzq6OhQaWkpG9tyuZyGDx/O4SLLyMjgtBleunSJxo4dy9q2X79+zeHzqqiooFGjRtGdO3eIiER3cCdMmEAPHjygLl26sOtRF5lMRqdOnaItW7bQoEGD6NChQ6LPKz8/n8LDw2ttV/ou3+W7KEXVGl5dXc00OzubioqKKDc3V1CLi4vJxcWFioqKKDk5mWlKSgpVVlaSkZER9e3bl0pLS+nz58+UmJjIeRVGIpFQp06dKC0tTZT/s0OHDlRUVESfP38WPfd58+bRH3/8IfoqjpaWFi1cuJAOHTok2I6qOpcOHTrQhw8far1PEomENDQ0yMLCgurXr89RExMTOnnyJOnr61OXLl2oQ4cO1Lp1a2rdujXbudm6dSsVFBRQnz59yNXVlRdjPHr0iLKysmjIkCGCO0JRUVFUUlJCXbp0ETy/pKQkUigU1LhxY0F7cnIyaWtri8ZGMTExZG5uLlisJ1K2xHbq1Em09TAkJIRatGghyseYkpJCVlZWorFTQUEBGRkZicZN39qBlsvlol0aRN+O22QyGWlpaYn+fnZ2NpWUlJBMJqPKykqmqv+Oj48nKysrysrKoq9fv3I0LS2NjIyMyMvLizIyMlgCWlpayo7fpk0bsrOzY91wNUXVen3v3j1SKBQ8u1QqpT179tCZM2d4rdkqadeuHR0+fJhmzJhB4eHhgp/x9vamKVOm0PDhwyknJ0fwMzNnzqRGjRqJcpkSKedvcXFxrR1RKtHX1ydbW1uysbHhqLm5Oa1evZrs7OyoW7durM1WvdPhxo0blJqaSl5eXmRjY8M7dmFhIUVHR1PXrl1Fn21BQUGtHTbfGjv/qfH+dx7S/yapDT45NDQU48ePF+X53L17NxYsWCCKcrV+/XqsXr1aFKjmypUrWL9+vag9MjISa9asEbUrFAr8/PPPonZACWohxvEJKGHWa9JCqMvt27d5L6ury7NnzwRfiFdJSEhIrTx6nz9/5qD71pSvX7/WykeYm5uLu3fvitqLiopw4cIFUbChoqIiHD16lPMyvboUFhZi165dePr0qSBnYV5eHtatW4fdu3fj999/x+3bt/HixQtERkYiLy8PGRkZmD17NkaNGoX+/fujc+fOaNKkCTp37ozg4GAkJibCy8uLAxQhlUo5PKI1AV5sbW3ZPX/58iXMzMw49nbt2s5hQ6wAACAASURBVLHrffz4MQ8Yxc3NjZ3/y5cveSARM2fOZPbIyEgOhD/Rf3GMAkrOtaZNm3Lso0aN4tzfmtx87du3Z3aFQsEDoDEyMuKM6bt37/IAyNSpe0pLS3lcZsHBwZzn9OrVKw5YRk0U3srKShw5coQhVRobG/MohD59+oQjR45gypQpaNGiBfT09DjI01VVVbh//z6eP3+O9+/fIzo6GsnJyRxU5dDQULx580bUZygUCoZgKiZ37typFcQgOTlZFHRJJd9C57t+/XqtAFqvX7+u9RwTExMFaZxUIpPJBDkE1UWMO1MlKpAYMamJnFtTioqKavWNMpmsVo5nAJxx+HfO4VvXkJCQUOtzjIiIqPU5vXv3rtb7HBQUhAsXLoj6v8ePH2PRokU4fvw4Xr16xQP7efToEVxdXeHp6YnJkydj0aJF2LhxIw4cOIBLly7hzz//hIGBgSCSefPmzXH27FlRkBwXFxeEh4eL8ge2atUKnz59wqpVqwTtenp6uHXrFtLT03k8yCodOnQoysrKkJSUxPOj9P8B3Zw5cwbV1dXw9/cXPIalpSVevXqFhIQEUSqKhg0b4tGjR3j8+LEoJYienh42btzI84c1VQxN18rKCv3794e3tzcDSNHS0kKPHj2wfv16PHv2DBUVFUhPT4e2tjb09PQwatQo3Lhxg8OFq0LB7tatG86fP8+LD3Jzc6Grq4uffvpJcG1X8XCqo92ry+vXr2FmZobff/9dcGzv27cPDRs2xO3btwXHpL+/P5o2bcpBUlaXW7duoUOHDoJgQQDw559/ws3NTRDJHVDyXvft2xdXr14VjI1u374NFxcXbNmyBWFhYbxruHnzJpo2bYrhw4djw4YNuHHjBj5//sx8zY0bN6Crq4sGDRqgZcuWcHFxgYeHByZNmoQFCxZgw4YNory69vb2OHbsmCgf9siRIxEdHY3OnTsL2kePHi0KbEekRH3OzMwUXFOJlKBQKiqw+Ph4HjgdEaFr167Iy8tDWVkZo/WrqStXrkR1dTWeP38uSJkklUpx8OBBZGdn47fffkO9evV4n5FIJFi+fDk+fvwoSrdGpEQQPn369Df5fWvOS4lEAkdHR3h7e+PQoUN48OABQ5Ju3749fH19Odz1KuT1du3a4ciRI4LAiT/++COWLFkiujbOmTMHN2/eFPX5M2fO5LBx/KcIfUfZ/fsSHx+P48ePo6CgAB07dkT9+vU56H5VVVU4cOAAwsLCQKRE1q2JHnj27FmsX7+eLWrqkNyAcqFWIenOmDGDF/xFRkYyom2hpDI3NxdnzpwBkRJ5saa9uroaL1++BJES2VZoAIeFhcHOzg7Tpk0TDLw+ffqE/v37Y9iwYTxaBEC5sPz000/o0aOHaDK2ceNGtGrVShDZsKqqCkeOHIGlpaUgUhygdP4GBgaCPKaAMqGVSqVYvXq14Dl+/vwZhoaGogiOycnJsLGxgb29PQ4ePMgLMLOzs+Ho6AipVIr+/fvjxIkTnASipKSEJVQSiQQtW7bExIkTsW/fPqSkpKC6upoDN65ypnPnzmVB3siRIzn2IUOGcAJVdR5SqVTKqAJUoo5mrKOjg/fv33Ps6vxUEokEf/31F8d+9+5dzu+r+P1U8urVK07AqEJ6Vl3/u3fvOLQM6sTM2dnZCA4O5lAq7Nq1i9kzMzPx9u1bODs7M/ukSZOYvbi4GE+fPuVQZHTt2pVzfs+fP+dwsVpbW/Oe8cWLF9kiXqdOHV4B4tmzZywolUgkHNoI1XmoU7II0cZER0czpDxtbW3Gg6gu6nQkRMriwMuXL5n99evXkEgkMDU1xahRo3D8+HGOb8nJyUGvXr1gbGyMNWvW8BYuhUKBzZs3Q0NDA3PnzhXkH37z5g0kEgmGDh0qmPB8+vQJTk5OcHNzE0z60tPTMWbMGHTs2FGQH7OsrAy+vr5wdHQUnHOAMuhq3LixaLEpPT0dFhYWvLGskvz8fDg7O/PGqkqKi4vh7e3Nmysqkclk2LZtG3bu3CloB5R8rNOnTxdNSpOTk9GnTx/RglxpaSlcXV1FEZlLSkowZMgQHl2WSsrLyzFlyhRs2bJF8BwUCgUWL14MDw8P0eR89+7dsLa2xuHDhwX94+XLl0GkpEo5f/48L0EICgqCRCKBRCJBx44dsXLlSjx58oQdKyIigkdhZmVlhSFDhiAsLAxJSUmCCdIPP/yAiIgI5OXl8VBNJRIJfv75Z5SVlUEulzOqJXVdtGgRSwZqUqCpjq9CA169ejUP2dXc3Jz5wVOnTgkiWM6ePRtyuRzv3r0T5JU0MTHBs2fPUFxcLMilqvJVaWlpjFNcSL28vLB58+ZaUTY7deqEJk2a1IpQq62tDXNzc2hqatYaWOvp6YlyQEqlUlhbW/OoJIyMjODh4QFPT09s2bKFw7dsZWUFPz8/JCQkYN68eTh+/DiaNGkCImXCO3v2bLb+b926FWfOnGHJfePGjXHt2jUWn5w/fx6HDx9mx+7ZsyeH6zkoKIjDQDB69GgOWnFSUhIWLVrE7FOnTuWs1zKZjEOdNWnSJN6Gw6FDh5jd3d2dt15euXKFFUAtLS2xfv16Tnzz8OFDDuKpjY0NZs+ejT///BNlZWX466+/GJ+kuhoYGMDd3R1Xr14V5O61tLTEqVOnkJycLEgtM23aNBQVFaG0tJRHYUJE8PPzg0KhgEKh4CEFExHmzp3L/Iy3tzfP3qFDB1boFmIv0NLSYujSDx48EEya3dzcUFRUhLS0NEE0ZIlEgl9//RUKhYLDJ1tz3j1+/Bhr1qwRHesNGjSAn5+fYEKsPl+sra1rRb5VXZepqSkPGV5Iha65Tp066Nq1K37++WcOh66hoSGmTZuGCRMm4MSJE3j//j1DsDcwMMCKFSuQk5ODLVu24Nq1a8jJycGGDRtARBg0aBBbWy9evIibN2+irKwMQ4cOhYGBAY4cOVJrofJfLfQ9If37snbtWhApaVhUC5GGhgY2bNgAuVyOGzdusAGtGlz169dngeWXL194Fd/OnTszx1leXs6r+g4bNowTDNSkLaiZtC5fvpxjr5l01qReWLBgAcceExPDWYRrJqWlpaWcyezl5cULaFQcVERK0uWawa96AG9ra8vhsap5jgYGBjzo8M+fP3OuYcmSJZxEoqqqilO17tChAy/AVXe8Qhx3a9as4fyGubk5/Pz82CKmgl9XV01NTcyYMQM5OTnIyMjgOaQJEybg+fPn7H6rByuDBw/mLLCAMknR1taGVCrFL7/8wnMku3btgrm5OaRSKYdWRyXPnj1ju5BCfIeJiYlwdXVF3bp14ePjw7MXFhbC09MTXbp0QY8ePXi/L5PJsHDhQowePRqOjo6CxY/Dhw9j2bJlMDY25lTTAWXgHBAQgFWrVqF9+/acBEwlb9++xZw5c7Bo0SLs2LGDZ//y5Qtmz56N3377jZOwqiQ3Nxfr1q3DwYMHMXjwYJ69qqoKhw4dwsaNG9G/f3+eHVDSEM2aNQu9evUStH/58gVDhgxB8+bNBSvjMpkM7u7u0NTUFORBBYBx48aBSBng7d+/n5cY1+TF1dXVxbBhw1hidv78eY5dT08Pc+fOZYlhTR49CwsLzm5oZWUlJ7g2MzPDtWvXOOegXhwwNTXlXYt6gcTExAQBAQEcuzpPs7GxMe7du8exBwcHM7uRkRGngAEox6OK+sbAwID3fYVCwQIuHR0d3Lp1i3eff/rpJ0gkEmhoaOD06dM8++HDh5mP3rZtG8/+9u1b5h+nTp3KSwjz8vJYVd7V1ZW3E6pQKFiBw8rKinEI1jxHlT85cuQIz37s2DF2n3744Qde8SAkJIQT9Pz666+cNaKqqorD/WhnZ4eTJ09yxpz6s1Y9z/nz5zMftXDhQp7/69ChA/bt2weZTIZz585xbPXr14efnx8rtsXFxXHsLVu25BRqavpwe3t7Dtc0oFwLVYmYoaEhzweuWLGCk6jNmzePc41Xr17l2Js0acIplMTFxUFDQ4MTcG7dupXNmYqKCsZJqDpXe3t7xMTEsGP06dMHurq6HDq4qVOnMl+oWgvbt2/PxoWOjg4OHDgAhULB7qO+vj569uzJjlGvXj34+/sjMjKS/b+6detyYg9jY2Ns2bJFdNdMfa7VZv9nVYgmT31d9PHxEU0gevXqheDgYEFKFi0tLaxevRplZWUcbnP1MXvq1CkoFAoOd6+6Dzx//jwUCgVevXrFsxsaGuKXX35BZWUlysrKBHfrPTw8WNeJEK2WVCrFsGHD8PDhQ0bpUlM1NTUxZMgQ+Pn58WwODg7Yu3cvCgoKOPOaSOnj161bx3bUysvLOcULMzMzHs2Qi4sLu446derwfPiCBQs4z0KVrKrkzJkzHHvXrl058V14eDg0NDRY4UFbW5uzY11cXAwzMzM4OTmhQ4cOIFIm96qNGYVCAWdnZ5iZmbEkS0tLi3V+Acp1RiqVYsSIERgzZgzzH6qODlWh3d7eHqtWrWLXO3jwYGRlZTEeew0NDXTt2pWzAzpgwABERkZyYuCaMbmVldW/nYdUPVmWSCScJF5bWxtr1qxhHWr6+vqcmH3AgAGCG0H/DqHvCenfl927d3N2dNS1X79+OH78OK9NUTVATpw4gdevX3OI21VqZ2eHqKgoJCcnCzq1nj17oqCgADKZDB4eHjz7uHHjWCC8cuVKnn327NkscFJVvtV13rx5zOmEhobyKkPqSWlubi4aN27MsXt6erIFtrq6mteyoV5BA/jJnoWFBadVMiAggGPX0NDAwYMHmT0xMZHH69S7d28WmMlkMnTr1o1j19HRwZ49e9h1CLVrWVpawt/fn7WEqDv+Nm3aYMSIEdiyZQuKi4tRUlICGxsbGBsbY9iwYTh48CBiYmI4bRg+Pj5o2bIl9uzZw6nGquTJkydwcnLiBd4qUSgU6Nq1q2CiprL7+vqyVhghSUlJwYwZM0TtqvMU2jFTyR9//CG6WwMoF8Lz58+L2gHU+n0AuHfvnmibY1FREe7fvy+6q/by5UskJCSItqS8f/8eVVVVojtSMpkMCoWCcfGKSW0t4nK5HEFBQaL2jIwM0d18QLmLOnnyZE5VX13i4uJgbGyM0aNH48qVK7zdt8TERE4w0qhRI/Tt2xfz5s1DQkICcnJyBHekXF1dERoaioqKCg43pUonTJjAduUnTJjAs8+ZM4cVzDZv3syzr1q1iiUB169f581rdQ7Ojx8/coJnqVSKw4cPs2tMS0vjLKyampqcpLK4uJgFOarvnzlzhtllMhmn60AikeDYsWPMrlAosG7dOs45bt68mXOfr1y5wklipkyZwkn2QkNDOcTyNQO2nJwcTgBkYmLCaRGUy+WcXX8i5a6f+m/8/vvvPL/19OlTZld1f6h/pnPnzggJCWG/oUo4tbW1YW9vDzc3N6xfv57NQVVFvkWLFpg8eTIOHjyI9+/fs+JjXFwctLS00LVrV+zcuZM3dyoqKtCzZ084OTnh1KlTgsWoffv2oV69ejh48KDgqxHp6enQ0NDA7NmzBdvYcnJy4OXlBUdHR04SqJL8/HwcO3aMtfHVFLlczgo1Xbt2FWyHCw0NxcqVK3ljTSURERGorKxEhw4d4OzszDtGbGwscnNzERERAU1NTZZoqiQ5OZkl+WPHjkXLli05nNB5eXl49OgRKioq8OjRIxARxo8fz35HLpfj3LlziI2NRWlpKXR1daGjo4OlS5eyNef06dO4c+cOwsLC4ODgwIJUHx8fREdH48KFCzhw4ABOnjzJi1+6d++OGTNmYP78+Vi4cCFnbKurmZkZ7O3tBZO2f0SlUqngbrNKW7VqJbh7SKRMPLy9vUV3d/v164djx46JnvuAAQPw6NEjODo6CtpbtGiBW7duYcSIEaLnN3z4cKxevZr3/21tbTFs2DD4+fnhzp07bF4aGxtj3LhxuHjxItuxz8vLw6BBg0BE6N+/PwICAjgFL7lcjoMHDzK/LNT9kJaWBi0tLQwePFhwLcnMzMSYMWNgb2+P8PBwnj0vLw/nzp2DhoYGjh49yrPL5XLEx8dDU1NTtAPu06dPuHXrFnR0dHgcoqo5UV1dDW9vbw7Ps0q+fPmCkpISVFRUoE6dOnj48CHvGlXdQStWrMDgwYM5hb+CggK8efMGCoUCX79+hba2Nvbt28fmXXV1NW7evMn88sCBA2FlZYXLly+zz1y6dAl//fUXiouLGQ+ppaUl9u3bh/Lycly+fBmnT5/GvXv38Pz5czb2NDQ04OHhgdWrV8PPzw9+fn7w9fUVzBtMTU3RvHlzODk5/e2iUG2dEQYGBrwuFZUaGxvj7Nmz//bdUvqekP5zUlZWhnbt2gk+ZEtLS6xdu1Z0kEyePFnU6RkbG2Pt2rWibQLt2rXDsWPHRAeul5cX7ty5I+q0p0+fjqioKMGEmUgZWBYWFsLd3V3QPnXqVMjlcqxcuVKwRcHDwwMVFRW4ceMGmjZtyrsHqncM4uLi0L9/f17VycjICEFBQSgvL8eCBQvQo0cPWFtbc46zePFiVFdX48yZM5g8eTIGDhyITp06wcbGBrq6urC2tsabN28QERGB1atXY9myZVi4cCFmz56NGTNmYPLkyTh+/DgqKipw8OBBnDhxAleuXMGDBw/w119/ISoqCqmpqaiqqsKzZ8/w6NEjJCcnC7bFZWRk4N27d7W+TxceHl7rhE9PT6/1+8C33yWr7T1dQBn41QwGa4pQy566VFdXf9NxKRSKWt+LO378uKjty5cvtSbNmzZt4rTz1pQRI0YIEnCrZOLEiQgLCxO137x5E7GxsaJ2ALzW+v9uqe2dREAZSNT2zt/79+9x/fp1hIeHCyb2gYGBWLhwIVatWoVNmzZhz549OHLkCM6cOYPbt28jKCgII0eOxLBhw+Dp6YmBAwfC3d0dvXv3xtixYxEUFIRRo0Zh4MCB6NGjB9q1a4cmTZqgQYMGcHFxwdu3b+Hj44OhQ4fCzc0Njo6OsLS0hLa2Nnr37o2UlBRs2rQJEydOhLu7O1q3bs12lcaMGYOSkhL4+/tj7ty58PT0hJOTEwtQf/75Z8jlcgQGBmLNmjUYNWoU2rVrx9rBt23bBoVCgaioKOzatQve3t7o3Lkzs6uSkYyMDJw8eRLz58+Hm5sbO/6BAwcAKH37zZs3sXbtWgwaNIi9b7Vx40YAyjH+4sUL7N27FxMnTkTLli0hkUgwefJkNo9jY2Nx5swZLF68GH379oWpqSnat2/PdgazsrJw9+5d7Nq1C9OnT4ezszOsra3Z++xlZWV49eoVLl68iO3bt2POnDnw9PTE6tWrWdExJCQEgYGBuHHjBn7//Xf8+uuv2LJlC2snT0xMxIcPHxAaGoqoqCjExcUhISGBBahFRUX4+PEjsrKyROf1+/fvWaAsJJ8/f671XV3V86rNbzx9+rTWQlhKSso3C1n79u2r1QdeunRJtOAHKHfdhwwZUuv89vX1rfUYALBu3bpa52dYWBinaCAkR48erfVarl69yusKUJfAwEBMnTpV9LmEhITA2toa27dvFyyQhoaGgojQsWNH7Nixg1fACwoKYmtx69atMW/ePFy/fp0dq+aueN26deHq6gofHx8cOnSIdYHUVFU7cG0J6T+r32pX1tbW5sQaqnZMW1tbtG7dGu3atYOxsTGaN2+Ovn37YvLkyVi9ejUOHTrE3s0fN24cxowZgx07duDhw4c8jIy7d+9i0aJFePLkiWgnzdKlS2stfJ4/f57zakxN+fr1Kw4fPlzrvNu5c2et+B0BAQG4fv26qB0APDw8ah2rT548ER2rqrkWEBAgeB+ys7ORkZGBiooK0VczsrOzUVFRUSuuAqD0hapCnJhs3ry51thl6dKl2Lt3r2jB/MSJE7C1tYWfnx/vFT1AGQdKJBLo6+vD09MThw4d4syt7OxsTjeIhoYGHB0dMXHiROzZswe3b98WbGP+R1Xs3XEiwo8//lgrZsP/tPyjCel3lF0BkclkNGbMGLpx40atn9PX16eysjJBm7m5OVlaWlJSUhIVFhZybFKplIYMGUKampoUExNDnz59osrKSma3tramJUuWUGZmJoWFhVF4eDgjqyci6tu3L/n5+VF0dDQFBwczOG4VUtrkyZNp7969FBYWxlBZ379/z0h1Z8+eTQcOHGCore/fv6d3797R+/fvKTc3l6ZOnUrHjh0jhUJB0dHR7PsqdNc+ffrQtWvXSFdXl4qLiyk8PJxCQkIYNHh1dTUFBAQwYu+8vDyKjo6myMhIioqKooSEBFq/fj2Hn6qiooKSkpIoPj6eEhISqE2bNoIk5wCotLSUioqKRInDv0vtoqIVEkI5lMvldO/ePfLw8ODZANDy5ctp5syZgnQoT58+pblz5zK03Jrf9fDwIH19fbpy5QrPXlBQQI0bNyZvb2/avXs3z56UlET29va0ZcsWWr58ueD3LS0taf/+/TR9+nTB6x46dCgNGzaMJk+eLGgvLCykw4cPCx5fJQqFggD8r+XHBYRR/ABQWVkZyeVyQR5PmUxGWVlZpKOjQ+bm5jx7QUEBJSUlkaWlJY+OCgClp6fTp0+fyNHRkfd9hUJBiYmJFBERQS4uLjx0TgCUkJBAISEh5ObmxqPLAEBfv36lDx8+UKdOnQT9SklJCYWEhJCVlRXZ29sLXn9aWhqVlZWJErwDoLy8PFH00O/y90VsXKpELpeTRCLhzVsA9PnzZ7KwsCA9PT0O1yGREkH89evXFBcXR3PmzGHI4irJyspilBdlZWW0du1aHrprYWEh41WsrKwkb2/vb6Ks1jwPdfkW0mZmZiaZmpqSlpaWoP3du3dkbGxMTZs2FbSfOnWKDAwMqFevXry5KJPJaMmSJWRpaUlOTk7Upk0batSoEbv3sbGxtHr1arK2tqZGjRpx1NLSki5dukS3b99mHKLqWrduXbp27RqVlJSQoaEhGRsbk56eHuNQrKyspDdv3pC2tjYZGhpSixYtGB2OVColhUJBkZGRpKmpSc2bN6dmzZqRpqYmaWlpkZaWFmlqalJGRgbp6OhQs2bNyNLSkoeW+52HVPn/q6qqSFtbmzcWi4qKKDAwkNLT02nmzJkciiG5XE5//fUX3b17lwIDA+mXX34hFxcX9t3Kykp69eoVPXjwgB4+fEjGxsb0559/co6fnJxMQUFB9Pz5cwoKCqJBgwbRzp07OedZUlLCiTk7depE06dPF70WFe2LGD+wSmpj1CAiio+PJzs7O9HPqFgNevbsKYjwvGfPHoqIiKCOHTtShw4dqE2bNsyfAKDx48fT69evefOmUaNGZGxsTDNnzqSYmBiS/J/27jwuiivbA/jvgg0iIIKKGxqjEcUYVIjGBI0Ljuv7qGhMMG5RR3RenJhkRI27cY8Sl0RnNIlL3MYYExM1alyiCGIEZFUQI4IiIIuAiGzdfd4fTdd0UdXNvElCk/F8P5/6CNxeqtuqW/dU3TpHCDRo0ACOjo7SUlZWZjELOGCISXbs2IFRo0ZZfNzvgcu+/AbKyspQVFSEwsJCFBYWoqCgQPrZuPj4+KBnz56K9NqZmZlwcHDAmjVrIIRAamqqbLlz5w6mTJmCcePGQafTIS0tDUlJSUhOTpaKDoeEhEi1HAsLC5GQkICEhATEx8fDxcUFH374odSh6nQ6/PLLL7h27RpiYmLg5eWFKVOmyD5PUVERYmJiEBUVBR8fHwwYMEDWTkRIS0tDVFQUOnTogG7duim+E61Wixs3bqBBgwZ47rnnVL83rVaLR48eqRbWZr+/zMxMpKamqgb0V65cwZw5c3DgwAFFavL8/HwEBgZi5MiRmDVrluK5q1atwpo1a/Do0SNFp/zgwQN069YNbdu2RUREhOK533zzDcaMGYPhw4fj+PHjivalS5fiww8/xNixY2XlZ4yCg4OxYcMGTJgwAXv37lW0b9u2DW+//TamT5+OHTt2KNofPHiAVq1aYfr06WZLtWzevBnnz5/Hd999p9oOGAZrw4cPt1jDlzFWOyorKxWBl16vx82bNxEZGYn4+HjMmjVLOo4+efIEUVFRiIiIwOXLl3H58mUEBgZiy5Yt0Gq1iI+PR0REhLTcuXMHLi4uOH/+PFq2bCmruRgdHY2MjAwAgJeXF/bs2YP8/HwkJydLdRVv3rwpldry8vLCJ598Ar1eL9UlNa1RmpmZCa1Wi61bt6JXr16orKxERUWF6r+enp4Wy0MwpqakpAQPHjyQnVQjIiQnJyM0NBShoaEoKirC3r174erqCp1Oh2vXruH06dM4ffo0IiIi0KxZM1y5cgWtW7dGdnY2Tp06hR9++AFnzpxBYWEhAODAgQMIDAxEcnIyfvzxR/z444+4cOGCdAHn+eefx6VLl5CVlYVLly5Ji+mFl6lTp2L58uWyOqaxsbH45ZdfYIxbgoKC8O677yIjI0NR9sn4c+fOnXHw4EG4ubmhrKxMdSkvL4evry9atGhRi/8b/2K8Qmgu2C0pKcGTJ0/g6OgIBwcHRfD98OFDVFRUQKvVqi46nU762cfHBw4ODrXxsSS1GpAKIYYA2AzAFsDnRLTW0uP/KAHp762melY1nfVlT5/Hjx8jLCwMjo6O6NOnj/R3IkJ4eDg+/fRTnDt3DjExMfDw8JDas7OzMX/+fOzZswdBQUHYvn277HVjY2MREBCAtLQ03L9/X3GVaMuWLZg9e7ZqfU6dTochQ4bg7NmzGDx4sFSv1HSdvby8kJGRAX9/f5w9e1bWnp+fj2effRbFxcV4+eWXcfnyZcXzPTw8UFRUhG7duiEmJkbxvfj4+CAmJgZdu3ZFbGysoj0kJARz5swx267X6+Hp6QmdToc7d+4o2gHDCR1PT09cvnxZ9Qqx0RdffIGpU6fyvsvYf6CkpATZ2dkoKCiAr68vhBAoLCxEUlISbty4gRs3biApKQlZWVnYtm0bmjdvjsjISGmJjo7G48ePodFosGPHDjg4OEgBOsHZxAAAIABJREFUaExMDLRarfReY8aMQfv27XHlyhVERkaitLRUti5OTk4ICQnBqlWrZINlU126dMH06dMxZ84cVFZWqj7Gz88P7u7uFmddtWvXDhkZGaioqDD7GBsbG7Rq1Qqenp5wdXWVLY0aNUJ0dLR0cnDAgAHw8vKCu7u71BfdunULZ86cwcCBA9GhQwdFH0VEOHXqFPz9/c1epU1JSVF9rlFN9ddrak9PT8czzzxjtv3x48eq9VGNarrS9d9Gr9fj4cOHePDgAXJyctCjRw84ODggNTVVmmEXHx+P+Ph4VFZW4uTJkygrK5NdiczNzQUAtG/fHocPH0ZsbCxOnz6Ns2fPIj8/X3ovZ2dnbN26FcnJyTh58qTqsXjRokUoLCzE0aNHpRM2plq2bIndu3dj+vTpSE9PV/1MY8eORc+ePTF37lyYi1H++te/IiEhARcuXDD73fTv3x9RUVEoLi42+xiNRoNGjRqhbdu2cHNzkxZXV1e4ubmhUaNGOHLkCJydnTFo0CD4+vqiU6dOsv0jNzcXP/zwA4YNG6Y6AwgA7t+/jxYtWpjdNv+bx/u1VocUhiD0NoB2AOwAxAHobOk5f4R7SI3Cw8Mt1uE0vUG6uqysLNq8ebPZ5+7du1c1K6pRdHS0aoIFo+LiYtqzZ4/ZdiIym+3TyFKCFiKSJV5Qc+vWLYv3Mdy7d89ie05OjsV7AwoKCix+/8ab4s158uSJxXt+ysrKamy39Po1tZeXl1NRUZHZ76C8vJxu375N4eHhdOTIEdq6dSstWrRIqq1aVlZGFy5coCVLllDv3r2lJAPG+xxKSkros88+kyXJ2rlzp+z1N2zYICVZqFevnqJUx759+6T7hf38/BTraJo1ddq0aYp206yBb7zxhqL9b3/7m9Su9vqmGaNbt26taDfNnGhvb6/YXqKiomT3ZVS/50Wv10tp8m1sbFQTNJgm2DJ3T53xc1iq8bly5UrVLL+mjCWbzNW+/bVqupc4Ly+vxsfUdK+tWnIZU2lpaRbvly0oKKixhqel+w6Jar7ft6Z7pmu6r7um+32NJRRqeow122v6jJb6PiLDPc2WXuPGjRsUHx9Pubm5qusSGhpK27Zto08++YQ2b95MGzdupJCQEPr4448pNzeXvv32WwoMDKS+ffuSp6en1E+1aNGCIiIizNYhbdGiBcXHx9O+fftkmYSNi0ajoWPHjtHly5fJ09NT9b6qN998k8rKymjVqlWqGWIbNGggZfy9ePGi6vt4e3tL9w1/+umnqu9jrGVaWFhottbhuHHjqKSkhDZu3Gj2PrAePXrQsWPHZCW21Jbq7W5ubtS7d2+aPn06hYSESJlR27RpQ1OnTqWDBw/KMjhPmDCBmjRpQrNnz1bUayYy3Efbo0cPOnr0qOo+sm7dOho1apTZ+rYLFy6k6dOnm+1nJ0+eTHPmzDG7/4aEhEgVD9R8++23UukQNeHh4XTw4EHVNiJD0rXqCXZMxcTEmE1ASGQ4Hp09e9Zs/37p0iXas2cPRUdHq/aBx48fp3nz5tHSpUtpzZo1tHHjRvr73/9Ou3btorNnz9Lu3bvJ39+fXnjhBWrWrJmUYMrBwYH27dtHGzduVM3/0a5dO0pNTaWPPvpItcxRy5YtKTU1lfbt26dax9TW1pZOnTpFcXFx1KdPH9Vtb9KkSaTX6+nOnTuqeUqcnZ2lez1TUlJU75kcMmSI9H9vTLpWfVm8eDHp9XoqKCgwu38vWLCAdDqdaoJP030qKSlJtQyO6WJMEmbav3h7e9OECRNo/fr19OOPP1KvXr1ICEGvvPIKrV27lq5fvy7bBo8cOUKenp60efNm1XtZKyoqKDAwUDUJldGePXss3vN/4cKF321c8WugtpIaAXgZwGmT3z8A8IGl59T1gPTRo0dSRrxFixaRv7+/IumMMVDr2bMnBQUFKTrHpKQkSk9PJwC0bt06xXvcuXOHPvnkExJC0O7duxXtDx8+pBMnTpCNjY1qqY/Kykq6ceMG2djYmL0xvbi4mBwdHVWfT2QYjHh7e5sNasvLyykgIIC2bNmi2l5ZWUnBwcG0dOlS1XatVkvbtm2jv/zlL2YHd99//z2NHTvW7AD52rVrqt+/UWZmJvn6+prNvPrkyRN6/vnnzSaaqKyspBdeeIE+/fRT1XWorKyk7t2704wZMyg8PFy1JEr37t3ppZdeotmzZ9OBAwcoNTVVVjLgxRdfJBsbG3Jzc6N27drRwIEDpQN9cXGxrHPXaDSyjKN5eXmyzrJLly6ygXpGRoasttXQoUNl63jr1i1Z7cspU6bI1v/27ds0evRoqf3jjz9WtA8dOlRq37Rpk6w9KSlJVmc1KChI1n79+nXy8fGRsqr6+PjI2rOzs+nZZ5+VEl3Y2trK9iWdTkdeXl6yotTVg6WZM2fKssxVLxtx5coVWbIL05rCRqbfcVhYmKI9KSlJeg1z25IxMF+2bJlqe15eHk2aNIns7e3N7pNff/01zZs3jz788EPasmWL4sBVUFBAU6dOpZMnT5o98CxcuJA+/PBDswFbYmIieXt7mz3ZVFlZSd7e3vTZZ5+pDuoqKiooKCiI3nnnHdWTRTqdjj7//HMaNWqU2YQYcXFx5Ofnp5p0hcgQaPn4+CjqwZq2jx07VlFKyrR9wYIFFBkZqdpOZKg/qVYr1ujy5cuy7LzV5efn06JFiywGhbNnz7Y4QAgODrYYeC9evJiSkpLMtq9evVpR8sHUpk2baP78+VLQVN2uXbvI39+fdu7cqTpIOnnyJDk7O9PAgQNpyZIldPLkSdn6RkZGSoNbOzs7euaZZ6h3797S95qamqpIYtOpUyeptuPDhw8VCfh69epFmZmZRGQ4BlWvR9i+fXsp269er1fUIdVoNLISFGvWrFEMMEePHi39vxw8eFCRrdje3l5KtBQdHS0FcaZLt27dKC8vj/Lz880mCQwKCqLKykp67733VDNh2tjY0Pr162nv3r1mg1VbW1uaOXMmvfbaaxbLUHh4eFD//v0t1l4EzJd/ad++PQ0cOFBRM9Xb25s+/vhjio6Opv3799OuXbtkx6P9+/dTZWUl6XQ6OnTokFTOzc7OjubOnSvbrs6fP0+bNm0iANSqVStFyajY2FiaOXMmAYYSOdW3/fv371NISAgBIH9/f0WG2ZKSEun9AwICVPet8+fPE2DIYqzWbiy7EhgYqNr/XL9+nYQQ1LdvXzp9+rRi/zceKxo3bkxTp06lEydOyMYWKSkp0kkDIQQ999xzNHLkSFq4cCFdu3aN7t69q6guYNyW8vPzVTOpP/vss1KgV1JSIstCDhiyFxs/i06noxEjRsjaGzduLEuyZFrL1biYJixUO/nSt29fKZA8d+6cLIEPYDgZbkwadufOHdXtvXfv3lRSUkKVlZWK+uzGZfXq1URkCFbVvic7Ozvau3cvnT17VlGFwXS/mz17Nk2aNMlsQAsYSua8/PLL1K9fP7PZnY2L6RjFdJ/805/+ROvWraPIyEipn3FycqK3336bYmNj6cCBA/TLL7+QXq+nYcOGkY2NDU2dOlVKnHTmzBmp/3733XepVatWsuSOcXFxUntwcDD17t27zpR7MUItBqSvwTBN1/j7RACfWnpOXQ9IN2/eTIAhJbdxsN+xY0dp8BMeHk6AoXaWsYDx6NGjpbPNubm55OTkJNvQly9fLnVcWq2WvL29pbOyQgjFldDJkydLZ7nq1aun6Li3bNkiHeDs7OwUZ/TCwsKk9OcajUaRPTA7O5uaN29O9vb2ZGtrq6jlZwzEjIMJtaB10qRJUoegVstv48aNUvvMmTMVQemFCxekdRw0aJBi8JqTkyOdQevYsaPijKter5euDDZs2FB1kD9u3DjpDOK0adMUA+DVq1dL7R4eHrRt2zbZwaN6aZr27dvTsmXLpKuMGRkZsvYGDRrQ5MmTpbNcer1e6phtbW3p7bffVmS+MxZ+b968uWow9N5775G9vT21adNGtaPZuXMnubq6kouLi2r2t4sXL1KXLl3I1tZWtaRKcnIyDRgwgJo3b07p6emK9qysLBo5ciQNGjRINZgrLi6moKAgev/99+mDDz6QtRmvIgUHB9PKlStp/PjxsvaSkhLS6XS0YcMGWrp0KS1YsEAajBrbc3Nzad++fTRr1iw6fvy44ux0XFwcXbhwgaZOnUoRERGKdUxOTqakpCSaMWMGnTp1is6fPy9r12q1Usbmzz77TDXgfPDgAR06dIjmzp2rCHiN0tLSaMyYMaop8I3Gjx9PEydONNtuHDz7+/urBiLHjx+XAgB3d3f661//KjsZc+/ePanfaNWqFX355Zey/U6n00nlnDQaDa1du1ZxMm3EiBFS3zRp0iTFfrls2TLpPfr3768Ido4dOyZlEff19VUM6tLT06Uanl5eXoptrry8nLp160ZCCOmsfnWvv/46OTk5UYsWLVSv1q5cuZKaNm1KjRo1oujoaNXvsUWLFlS/fn3VbTo1NZXatWtHQghZSRmjsrIy8vPzIwC0ZMkSRTuRoQ+vV68eBQQEqJ7sWr16NTk7O1Pnzp0VsxaIDLNbGjVqRE5OTqpXdG7fvi31zwEBAYq+Qa/XS1cXHR0dad68eYpMi6a1pOvXr0+vv/46nThxQjpWvfPOO7L+rVmzZjR37lypD/viiy9k7W+88YbshJGxFqDxOBccHCy7KlRUVCTLOD9t2jTZd2XaxwOgrl27UlZWluwzmAak1YNRIsOx0nQdhw0bJrv6FhYWJmvXaDSyfTgnJ4ecnJzIyclJGnT6+vpKxxK9Xi8Nrvv16ye9jvEqDhHRlClTCDBchWrdujUBhlJAp0+fJiKSynwAkA3kO3XqRJGRkRQZGWl2INyuXTs6fPiw6lUv0wG42oD5/7NYKvViPC6qtTVr1oy++OILKi0tVc2wO2HCBGl7qn7ywcHBgbZv3y59j9Xr4jZv3ly2/+7du1fW3rZtW1m22sTERFl7mzZtZP19eXm5bHt0dnamjRs3yk4q9ejRQ/Yavr6+9PXXX0v97PTp0xWfsWHDhjR+/HhKTk5WDeaGDBkiBbfVt0dvb2/ZMS83N1cWHA0ePFg2rqmsrJSNPX18fBR9tGlpGycnJ7p69aqsffXq1bJ1WLx4saz95MmTsnZPT0/ZOqSlpVGDBg1kV1pNL7yUl5dThw4dyMHBQZq91L17d9nVP+M6mtbl3bhxo9S+du1aAgzHQQ8PDwIMdeSN39W5c+dk26DpNhEWFkZFRUVmK2XUr1+fFi9eTB07dvyP94n/7+Lm5iabDVK/fn16//33yd7eXrryOnDgQKl9/PjxlJeXR76+vqTRaGjUqFFSEN+kSROpb6kLUIsB6VgoA9JPVB4XBCAKQFSbNm1q4Sv4zxkPHtUXV1dX+umnn1TPuAKGg1FhYSF9++23qlOA5s+fT3q9nhISEhQds42NDe3fv5+IDIPwTp06ydpNz9gSkSK1uqOjozTNk4gUBaIdHR2ls9JEhmkjprUA7e3tZR1zZmamrKaSra2t7Ey8VquVBmTGpfqV1Pfff1/WPmPGDNnguPpUildeeUV2JTQlJUV2cGjcuLEsGCgvL1eU15k1a5ZsQDNjxgxZu7u7Ox08eFA6wB05ckTW7uLiQsOHD5cCt6ysLHJxcaGGDRvS0KFDafXq1VLZGuP3MHz4cHrppZdo+/btqlcZdu3aRYMGDaLExETV7e3JkyfUp08fs2e1KioqaMGCBRavlERHR8um6lZnrAdoiVowbKqwsNDidBEisphWnYgsTr82snbNrF/L0hWxkpISi99hVlYWHTp0yOx3cPPmTfL09KQpU6bQ7t27FYHMgwcPFAPPF198UbpSWFpaSl26dJG1+/n5yU72jBo1Stb+/PPPy7a96vWF27ZtK0u5b6znZlw8PDxk7deuXZMNqFq1aiUr12N6IgowDOJNz95rtVpZSa5mzZopSiiY9o9ubm6KkgDr1q2T2hs0aKC4dcF0wGVjY6OoLXv79m3ZVbXqV8VLS0ulgRZgGDSaXrHW6/U0adIk2WeofjXX9EoUAPrLX/4im2J769Yt2dQ8Z2dn2rp1q9TH6nQ66UqJg4MDderUicaMGSPN/iEiWrp0KWk0GnrllVdo/vz59MMPP8i2z7i4OLK3t6eAgAD6/vvvFftvUVER9erVi4YPH646vVOv19OKFSuoQ4cOZqc5pqSkkEajUdTuNP2uR48eTX369FG9opWZmUnbtm0jjUajOLFKZOhzLl68SBqNhvz9/VWnKR89epRmzpypOM4ZnTp1inJycsjf35969OihmLETFhZGcXFxdO/ePRJCSCWGjBITE+mbb76hyspKqRyS6T6XlZVFGzdupPT0dKnO5TvvvCMF7xUVFTRv3jw6evSoNBB3dnamjz76SDreBQcH04oVK6QrjIAh2Hj33Xfpzp07tGTJEpo0aZJ0AtR06dChAw0cOJB69OihqD9efbFUE9FSUNy5c2ez9d3d3d3pwIEDir7JuAQEBFBeXp6idq9xfZYtWybNyKpe+kWj0dCmTZtIr9dTRESEomSeEILmzZtH5eXl9PDhQ0XACciDwtmzZ6uu48svv0yxsbF07tw5KVBp2rQpjR8/nr788kvpRMr9+/epe/fu5ODgQDNmzJDtj8b/6/nz55OjoyOFhISoHk/i4uJICEELFy5UnbqckpJCo0ePJj8/P9XjTWZmJn3++edkb29PP/30k6K9oqKCIiMjyd7eniZOnKi6X545c4ZGjRpFTZo0UZ2effHiRcrPzyfgXyW1TEVGRtLdu3dpxYoV1KlTJ8XJspSUFAoPD6eCggICIJs5RmSYofLll19SWVkZDR06lJ5//nnZ8bCyspLWrl1LycnJ0omzyZMny8YoK1eupAMHDlBiYqK07ZrWfl23bh198MEHtHXrVtl24eHhQatWraI1a9bQa6+9RmPGjKGXXnpJdbtwcnKihg0b/sfBq6XnNWnSRHV6tXG7Xrx4cY23bdQG8JTdXyc2Nla1465Xrx59/vnnFB0drXq2r1u3bpSZmUnz589X3Uhmz55NoaGhqnVCbWxs6ODBgxQeHk4dOnRQtDdo0IDCwsIoMjKSXnjhBUV7o0aNKC4ujhITE1V3DldXV0pMTKScnBwaNGiQot3Z2Zmio6NJq9XS//7v/yra7ezspKB4//79qkG3cYrbjRs3yMvLS9EeFBREOp2OSkpKaMKECYqdydvbW+q4t2/fTgMGDKD27dtL72VnZyddTY6Li6OZM2fSuHHjaNiwYeTn50ddunShUaNGUWZmJpWVlVFISAitX7+eNm3aRFu3bqUdO3bQrl27pKsy58+fpxMnTlBCQoLZjjs2NtbiTm1uurDRw4cPLQZZOp2uxnu5agrk/p0aouyPr6b7Q27fvk3ff/89hYWF0Y0bNygrK0t2giYhIYGCgoLorbfeovHjx9Prr79OAQEBFBgYSElJSXT79m0aOHAgvfDCC+Th4SGdEHJ0dKQDBw5Qbm4uDR48mDw8PGQDvwYNGtBXX31FpaWlNHHiRGrdurXsQOro6EjHjx8nvV5PixYtoo4dO8qe7+LiIp0Q2717N7300kuKk1HGWnWhoaE0fPhw2dTEpk2bSrMSUlNTacqUKdS5c2dp8Ny4cWMp6C0uLqZFixZRv379pKlzzs7O0pUU45TjN998Uxqc16tXTxbsXLhwgebOnUv9+vWTZqosX75cak9NTaUtW7bQn//8Z+rZsyc5ODjQq6++Kg2GSkpK6PDhw7Ru3TqaMWMG/elPfyJvb2+pTimRIcj56quvaPv27bR27VqaN28ebd++XQo4U1NTKTQ0lCIiIigqKopiY2Pp+vXr0hXtkpISunr1qsU6pAkJCRbvxb13716N9evUrkBXb7f0Ho8ePaqxdueePXss3nP8008/qQajpkaOHGmxpuKSJUvon//8p8XXWL58ucUTShkZGXTo0CGLr7Fy5UoqLi422/7+++9brMs6depUmjFjhuy+T1MTJ04kDw8PWr9+vWoAHxgYSIAhCF2wYAHFxMTIto+AgABpv3JwcKC+ffvSggUL6Pjx4/TgwQN69dVXzQ68O3furHr/YvWBsrk2cwErYLhv2NK9fv3791cdtxiXUaNG0UcffWS2vVu3bnTw4EFyd3enZs2aUdu2balz587k6+tLvXv3psGDB9O3335LkydPpokTJ9KyZcto3759dOXKFcrLy5O+wxMnTtDq1aspOjpa9VYlY14HSzVCjx07ZrH+b35+vsWp+kSG2QuWtvcrV64oZhNUN23aNIv34gcHB9d4Ijs4ONji2OS7776z+FkfP36selubqZpqjK5fv15xUtHU6dOnyc/Pz2zt18ePH5OTkxO9+uqrdPjwYdXjsHGqu5OTE40ePZp27twpm1Kudi+rRqOhrl27UmBgIL3xxhsW9xtzU+0Bw1XkYcOGmd0vqs8qqW2orTqkQoh6AFIA+AO4DyASwJtEdN3cc/4IWXaPHz+OcePG4fHjx6rt7u7uyMnJUW1zdXVFcXGxLJufKS8vL9jZ2SExMRE6nU7WZmNjg6CgIJSWluLy5cu4deuWrL1hw4bYtm0bHjx4IKXKNs2C1qxZM/z444/IycnBxYsXcfHiRfz8889S5r6WLVsiPDwcGo0GoaGhuHjxIkJDQ5GUlATAUKvo0qVLeO6555CYmChlYbt06RKys7Ph6OiIs2fPolevXnj8+DEiIyOl9PkREREoLCzE3r17MX78eACG7GPGOqbGZdiwYfjHP/4hZRvLz8/H9evXkZiYiOvXr6OiogIfffQRXF1dpc+l1+uRnZ2N9PR03L17FwMGDDCbzYwx9tupqKhAQUEBCgoK0L59e6nMhl6vR35+PrKysqTSFUOHDpVK4lRWViIjIwNpaWlIT0/HvXv3MGnSJCmDplarRVpaGlJSUpCSkoL09HTMnj1bKtGh1+uRnp6OhIQEJCYm4u7du1i0aJEse3RWVpZUhuPevXtYsWKFLIPno0ePEBUVhZ9//hlpaWlYsWKFrGSPVqtFQkICIiIikJycjEWLFilK+mRnZ+PKlSu4du0aZs6cqchArdPpcPPmTVy9ehV9+vRRzcCs0+mQmpoKAGbrPxo/89OUIfS3QlRzhsqasto/evQIDRs2/NXv82vVVGc0KyvLbHkKIsKJEycwePBg1TqkxcXF2LBhAwICAtC1a1fFZ4mLi8OqVavg5+eHV155Bd26dZO9zs6dO7Fz5060b99esbi6umLKlClITExEo0aN4OLiItUYdXFxgVarxeHDh0FEsLOzg5OTk1THUgiB/Px85OXloV69emjTpg2EEHjy5AlKS0vx5MkTFBcXo6ysDF26dEGnTp3w6NEjqSxfUVERCgoKoNFo8NZbb6F58+bS301L99nb2yM4OBhNmzaVlfww/iyEwNixYy3Wgf1v8e9syzVtiyUlJXB0dPzV7/N7q+lz5Ofnw83Nzex6pqWloaioCF27dlVtz8nJwerVqzFs2DD07dtX0c8UFBSgf//+cHd3R9euXaWlU6dO0Gg0KC0tRZ8+fRAdHQ0AcHNzg7u7O5o2bQp3d3e4urri9OnTuHfvntnPYGNjA71er9rWrFkzHDx4EP379zf7/N9TbZd9GQZgEwwZd3cS0SpLj6/rAaler8exY8eQlpYmq2109+5dZGdnS4/z9fXFkCFDkJqaiqSkJNy8eVNKG9+0aVNs3rwZZWVlUgHf2NhYPHr0CADw1ltvYfPmzYiPj8fVq1el5c6dO7C1tcWhQ4cwZswY5OTkICIiAuHh4bh8+TIiIyPh5OSEixcvokuXLtDr9UhOTpaCxtDQUNjY2CAsLEwauJWWluLnn3+WAtC8vDycPn1aNnDLycmR2tPS0vCPf/wDrVq1ktqJCLdv30ZoaCiuX7+ODz74QFFgXq/XIyUlBVevXsWIESPM1knLysqCo6NjjQd/xhhjjDEjrVYLIYRqgKHValFcXCw7mc2YtdUUEOfl5SEzMxPu7u5o3Lix4mTSjRs3EBUVJQXMpv8KIRAbG4uMjAyUlJTAxcUFFRUVKCwsREFBgfRvcXExFi5ciAULFtT6Sc9aDUj/v+p6QGpJeXm5rAivq6srRowYAcAQkN27dw/JyclISkpCZmamdDYOMAR1aWlpUnDq5eWFwMBA2evn5uYiMjISMTExeOutt2RBofH9r127htu3b2PcuHGqG3l6erpUj0pNRUUFHj58aLEWWE07EGOMMcYYY6xuIyI8efIEdnZ2qrMnfk8ckDLGGGOMMcYYs4p/NyDlm1UYY4wxxhhjjFkFB6SMMcYYY4wxxqyCA1LGGGOMMcYYY1bBASljjDHGGGOMMavggJQxxhhjjDHGmFVwQMoYY4wxxhhjzCo4IGWMMcYYY4wxZhUckDLGGGOMMcYYswoOSBljjDHGGGOMWQUHpIwxxhhjjDHGrIIDUsYYY4wxxhhjVsEBKWOMMcYYY4wxq+CAlDHGGGOMMcaYVXBAyhhjjDHGGGPMKjggZYwxxhhjjDFmFRyQMsYYY4wxxhizCg5IGWOMMcYYY4xZBQekjDHGGGOMMcasggNSxhhjjDHGGGNWwQEpY4wxxhhjjDGr4ICUMcYYY4wxxphVcEDKGGOMMcYYY8wqOCBljDHGGGOMMWYVHJAyxhhjjDHGGLMKDkgZY4wxxhhjjFkFB6SMMcYYY4wxxqyCA1LGGGOMMcYYY1bBASljjDHGGGOMMavggJQxxhhjjDHGmFVwQMoYY4wxxhhjzCo4IGWMMcYYY4wxZhW/KiAVQiwTQtwXQsRWLcN+qxVjjDHGGGOMMfbfrd5v8BobiWjDb/A6jDHGGGOMMcaeIjxllzHGGGOMMcaYVfwWAeksIUS8EGKnEML1N3g9xhhjjDHGGGNPgRoDUiHEWSFEosoyEsDfAbQH0A1AFoAQC68TJISIEkJE5ebm/mYfgDHGGGND88CgAAAFRElEQVSMMcbYH5Mgot/mhYRoC+A4EXWp6bEvvvgiRUVF/SbvyxhjjDHGGGOsbhFCRBPRizU97tdm2W1h8msAgMRf83qMMcYYY4wxxp4ev+oKqRBiLwzTdQlAGoAZRJT1bzwvF0D6f/zGtaMJgDxrrwRj4G2R1S28PbK6hLdHVpfw9sjqkrqwPT5DRE1retBvNmX3v40QIurfucTM2O+Nt0VWl/D2yOoS3h5ZXcLbI6tL/kjbI5d9YYwxxhhjjDFmFRyQMsYYY4wxxhizCg5Izdth7RVgrApvi6wu4e2R1SW8PbK6hLdHVpf8YbZHvoeUMcYYY4wxxphV8BVSxhhjjDHGGGNWwQFpNUKIIUKIm0KIX4QQ8629PuzpIoRoLYT4SQiRJIS4LoSYXfV3NyHEGSHErap/Xa29ruzpIYSwFULECCGOV/3+rBDi56rt8ZAQws7a68ieDkKIRkKIr4UQyVX95MvcPzJrEUK8V3WsThRCHBRC1Of+kdUWIcROIUSOECLR5G+q/aEw2FIV38QLIXyst+ZKHJCaEELYAtgKYCiAzgDGCSE6W3et2FNGC+BvROQFoBeAt6u2wfkAzhFRBwDnqn5nrLbMBpBk8vs6ABurtscCANOsslbsabQZwCki6gSgKwzbJfePrNYJIVoBeAfAi0TUBYAtgEBw/8hqz24AQ6r9zVx/OBRAh6olCMDfa2kd/y0ckMr1BPALEaUSUQWAfwIYaeV1Yk8RIsoiomtVPxfDMNhqBcN2uKfqYXsAjLLOGrKnjRDCA8BwAJ9X/S4ADADwddVDeHtktUII0RDAqwC+AAAiqiCiQnD/yKynHgAHIUQ9AA0AZIH7R1ZLiCgUwMNqfzbXH44E8CUZXAHQSAjRonbWtGYckMq1AnDP5PeMqr8xVuuEEG0BdAfwM4BmRJQFGIJWAO7WWzP2lNkEYC4AfdXvjQEUEpG26nfuJ1ltaQcgF8CuqinknwshHMH9I7MCIroPYAOAuzAEokUAosH9I7Muc/1hnY5xOCCVEyp/4zTErNYJIZwAHAHwLhE9svb6sKeTEOJ/AOQQUbTpn1Ueyv0kqw31APgA+DsRdQdQAp6ey6yk6t68kQCeBdASgCMM0yKr4/6R1QV1+tjNAalcBoDWJr97AMi00rqwp5QQQgNDMLqfiL6p+vMD49SKqn9zrLV+7KniB2CEECINhlsYBsBwxbRR1RQ1gPtJVnsyAGQQ0c9Vv38NQ4DK/SOzhoEA7hBRLhFVAvgGwCvg/pFZl7n+sE7HOByQykUC6FCVIc0OhpvTv7fyOrGnSNX9eV8ASCKij02avgcwuernyQC+q+11Y08fIvqAiDyIqC0M/eF5IhoP4CcAr1U9jLdHViuIKBvAPSFEx6o/+QO4Ae4fmXXcBdBLCNGg6tht3B65f2TWZK4//B7ApKpsu70AFBmn9tYFgqjOXK2tE4QQw2C4AmALYCcRrbLyKrGniBCiN4BLABLwr3v2FsBwH+lXANrAcBAcS0TVb2Rn7HcjhOgHYA4R/Y8Qoh0MV0zdAMQAmEBE5dZcP/Z0EEJ0gyHBlh2AVABTYDi5zv0jq3VCiOUA3oAhQ34MgD/DcF8e94/sdyeEOAigH4AmAB4AWArgKFT6w6qTJp/CkJX3CYApRBRljfVWwwEpY4wxxhhjjDGr4Cm7jDHGGGOMMcasggNSxhhjjDHGGGNWwQEpY4wxxhhjjDGr4ICUMcYYY4wxxphVcEDKGGOMMcYYY8wqOCBljDHGGGOMMWYVHJAyxhhjjDHGGLMKDkgZY4wxxhhjjFnF/wEdg8kQJXERZgAAAABJRU5ErkJggg==\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -297,12 +292,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -362,12 +359,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -390,12 +389,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -423,12 +424,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 720x216 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -488,12 +491,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 720x216 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -518,12 +523,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAqoAAADFCAYAAACcuNDMAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAC21JREFUeJzt3VtsVXW+wPF/L7bcShVb0WmgPVDbkWL2IcUa0GhihAfQSbAhGjQoEYiEpBITwzgmJvjQYKLG+KDhYowaaEwEHwRDjjEETYwhEGiwHrkcpgPOoVAuRQudamnPwxkcghVBWvZv6ufz1rX2+u/f3n35Zq21987p6+tLAAAQTW62BwAAgP4IVQAAQhKqAACEJFQBAAhJqAIAEJJQBQAgJKEKAEBIQhUAgJCEKgAAIeVne4DIVq9e7We7ACCLFi9enJPtGcgeoXoJjQfLsj0CAPyuLc72AGSVS/8AAIQkVAEACEmoAgAQklAFACAkoQoAQEhCFQCAkIQqAAAhCVUAAEISqgAAhCRUAQAISagCABCSUAUAICShCgBASEIVAICQhCoAACEJVQAAQhKqAACEJFQBAAhJqAIAEJJQBQAgJKEKAEBIQhUAgJCEKgAAIQlVAABCEqoAAIQkVAEACEmoAgAQklAFACAkoQoAQEhCFQCAkIQqAAAhCVUAAEISqgAAhCRUAQAISagCABCSUAUAICShCgBASEIVAICQhCoAACEJVQAAQhKqAACEJFQBAAhJqAIAEJJQBQAgJKEKAEBIQhUAgJCEKgAAIQlVAABCEqoAAIQkVAEACEmoAgAQklAFACAkoQoAQEhCFQCAkIQqAAAhCVUAAEISqgAAhCRUAQAISagCABCSUAUAICShCgBASEIVAICQhCoAACEJVQAAQhKqAACEJFQBAAhJqAIAEJJQBQAgJKEKAEBIQhUAgJCEKgAAIQlVAABCEqoAAIQkVAEACEmoAgAQklAFACAkoQoAQEhCFQCAkIQqAAAh5Wd7AACAoWrnzp035efnr00pTU5OEPanN6X0VU9Pz8La2tpjF+8UqgAAgyQ/P3/tzTfffFtpaemp3NzcvmzPE01vb29Oe3v7pLa2trUppT9dvF/ZAwAMnsmlpaXfidT+5ebm9pWWlp5O/3/G+ef7r/E8AAC/J7ki9dL++f7026RCFQCAkNyjCgBwjfzni/+V6Tj744D11/UjruvZ/cLM5is55plnnvnDqFGjzr344otHB2qOC917772VGzZs+GtJScm5q11LqAIAXCMDGamDsd5A2LZt24GBWsulfwCAIW758uU3V1RUTJ4+fXrV/v37C1NK6YsvvhieyWT+WFVVNWnGjBkT29vb81JKqa6urvrJJ58cN3Xq1OoJEybUbNu2bcTMmTMnlpeXT25oaPjD+TXvv//+iTU1NbdVVlbWvPzyyyXnt5eVld1+5MiR/L179xZMmDCh5pFHHimvrKysueuuu27t7OzMuZK5hSoAwBD2+eefj/jwww/H7Nmz5+tNmzYdaG5uHplSSk888cR/NDY2frtv376va2pqupYvX/5ThBYUFPTu2LFj74IFC9rnzp1buWbNmkPffPNNy/vvv1/S1taWl1JK69ata21pafnv3bt3f71q1aqx57df6NChQ8MaGhqOHThwoKW4uPjcu+++e8OVzC5UAQCGsK1bt46aNWtWR1FRUe+YMWN6Z86c2XHmzJnc77//Pm/27NmdKaW0aNGiE19++eWo88fMmTOnI6WUMplMV2VlZVd5efmPw4cP7xs3blz3wYMHC1JK6aWXXhpbXV09qba29ra2trbrWlpahl383GVlZd3Tp0/vSimlKVOmnG1tbS28ktnD3dcAAMDAysm5oivuadiwYX0ppZSbm5sKCwt/+nqt3Nzc1NPTk7Np06aibdu2Fe3YseOboqKi3rq6uuqurq6fnQAtKCj46di8vLy+/h5zKc6oAgAMYffdd1/n5s2br+/s7Mw5depU7ieffHL9yJEje0ePHn1uy5Yto1JK6a233rpx2rRpnZe7ZkdHR15xcfG5oqKi3l27dg07fzvBQHNGFQDgGrl+xHU9A/31VL/2mLvvvvvsnDlzTk6ePLmmrKysu66urjOllN5+++2/LlmypLyhoSF3/Pjx3U1NTa2X+7z19fWnV69eXVpVVTVp4sSJ/8hkMmd++6v4ZTl9fX4s4ZdU/HmzNwcAsqh15ewru2YdTHNzc2smkzme7Tmia25uLslkMhUXb3fpHwCAkIQqAAAhCVUAAEISqgAAhCRUAQAISagCABCS71EFALhG3nnnnUx3d/eA9VdhYWHP448/3nypx+Tk5NQuXLjw6Jo1a75NKaUXXnhhbGdnZ96rr776v790THNzc+GiRYsqvvvuu7wffvgh58477+xsamr626ZNm4peeeWVsVu3bj2wbt264paWluGNjY1tA/V6LiZUAQCukYGM1Mtdr6CgoO/jjz++4ciRI2233HLLr/5AQEopLV26dHxDQ8PRxx57rCOllLZv3z784sc8+uijp1NKp6946Cvg0j8AwBCWl5fXN3/+/PbGxsaxF+/bt29fwbRp06qqqqomTZs2rWr//v0FKaV07Nix68rLy384/7i6urqui499/fXXb5w/f/74lFKqr6+vmDdv3vja2trqioqKyU1NTcUDMbtQBQAY4p599tljGzduHHPixIm8C7c/9dRT4+fNm3di3759Xz/88MMnlixZMi6llJYuXXp01qxZVffcc8+tK1asuOn48eN5/a/8L4cPHy7cvn373o8++mj/smXLys+ePXvVvyomVAEAhrgxY8b0zp0798TKlStvunD7rl27Ri5evPhkSiktWbLk5M6dO0ellNLTTz99Ys+ePS0PPfTQyc8++6zojjvu+GNXV9clw7O+vv5kXl5euv3227vHjRvXvXv37mFXO7dQBQD4HXjuueeOrl+/vuTMmTOX1X8VFRU/Llu27MSnn376P/n5+WnHjh0/u0/1Qjk5OZf8+7cQqgAAvwNjx4499+CDD55av359yfltU6ZMObN27dobUkpp1apVY6ZOndqZUkoffPDB6O7u7pyUUjp06FB+R0dH3oX3rPZn48aNN5w7dy61tLQUHj58uDCTyfzjamcWqgAA10hhYeFlfep+sNZ7/vnn2zo6On76poA333zz0HvvvVdSVVU1qamp6cY33njjcEopbdmyZXR1dXVNdXX1pBkzZlStWLHi2/Hjx1/yuSorK7vr6uqqZ8+efetrr732txEjRvT9tlf1Lzl9fVe9xpBV8efN3hwAyKLWlbOv/vpxFjU3N7dmMpnj2Z5jsNXX11c88MADpxcsWHDqtxzf3NxckslkKi7e7ntUCesvE/4+qOs3Hiwb1PUBgKsjVAEAuCobNmxoHYx13aMKADB4ent7e/+tb18YbP98f3r72ydUAQAGz1ft7e3FYrV/vb29Oe3t7cUppa/62+/SPwDAIOnp6VnY1ta2tq2tbXJygrA/vSmlr3p6ehb2t1OoEtbVfthpsD+MBQC/pra29lhK6U/ZnuPflbIHACAkoQoAQEhCFQCAkIQqAAAhCVUAAEISqgAAhCRUAQAISagCABCSUAUAICShCgBASEIVAICQhCoAACEJVQAAQhKqAACEJFQBAAhJqAIAEJJQBQAgJKEKAEBIQhUAgJCEKgAAIQlVAABCEqoAAIQkVAEACEmoAgAQklAFACAkoQoAQEhCFQCAkIQqAAAhCVUAAEISqgAAhCRUAQAISagCABCSUAUAICShCgBASEIVAICQhCoAACEJVQAAQhKqAACEJFQBAAhJqAIAEJJQBQAgJKEKAEBI+dkeAH7JXyb8PdsjAABZ5IwqAAAhCVUAAEJy6f8SXHoe2vx/ASA2Z1QBAAgpp6+vL9szAADAzzijCgBASEIVAICQhCoAACEJVQAAQhKqAACEJFQBAAhJqAIAEJJQBQAgJKEKAEBIQhUAgJCEKgAAIQlVAABCEqoAAIQkVAEACEmoAgAQklAFACAkoQoAQEhCFQCAkIQqAAAhCVUAAEISqgAAhCRUAQAISagCABDS/wGV3YYp4f7f2wAAAABJRU5ErkJggg==\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 720x216 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -548,12 +555,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 720x216 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -582,12 +591,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -622,7 +633,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.2"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/doc/notebooks/02_tutorial_boundary_setup.ipynb b/doc/notebooks/02_tutorial_boundary_setup.ipynb
index 5edd33b..5de4a9e 100644
--- a/doc/notebooks/02_tutorial_boundary_setup.ipynb
+++ b/doc/notebooks/02_tutorial_boundary_setup.ipynb
@@ -361,7 +361,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.5"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/doc/notebooks/03_tutorial_lbm_formulation.ipynb b/doc/notebooks/03_tutorial_lbm_formulation.ipynb
index c823698..2916bdc 100644
--- a/doc/notebooks/03_tutorial_lbm_formulation.ipynb
+++ b/doc/notebooks/03_tutorial_lbm_formulation.ipynb
@@ -6,7 +6,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from pystencils.jupytersetup import *\n",
     "from lbmpy.session import *"
    ]
   },
@@ -140,7 +139,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7f088c1a4d68>"
+       "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fafc7851b38>"
       ]
      },
      "execution_count": 2,
@@ -178,9 +177,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left[\\begin{matrix}1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & -1 & 1 & -1 & 1 & -1 & 1\\\\0 & 1 & -1 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 1 & 1 & 0 & 0 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & 1 & -1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & 1 & 1\\end{matrix}\\right]$$"
+       "$\\displaystyle \\left[\\begin{matrix}1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & -1 & 1 & -1 & 1 & -1 & 1\\\\0 & 1 & -1 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 1 & 1 & 0 & 0 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & 1 & -1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & 1 & 1\\end{matrix}\\right]$"
       ],
       "text/plain": [
        "⎡1  1  1   1   1  1   1  1   1 ⎤\n",
@@ -219,9 +218,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAucAAAAUCAYAAAAunpNWAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAIoklEQVR4Ae2djXEWNxCGsScFMEkHpoSECkI6IJMKoIQwlEA6CB1kSAeBDsAdhA4C7sB53+PkkXWSVjr9nORbzRx3p11pd5+VDlnf+fPF7e3tI1MuLi6ucP0MdW9NnX2W5LbuUdfw8TlsXyOGz0f4MDoj5dN+VChjZdyegGxBx6HMqERD+cr0lJHM6GgNzVH7DEiMffILsziH8DFcfIf7X3yuxuSQvUGb/3Dc4HiC4y/0c41z9ZJiCzrvYPhV7wX6KIwk6MpHIlQuH5FxeVT9egA/8ZlydsbKqN94DFk6+xgMcbHrlZFNY8xrzVH7vEiMN3IuznmgfMJxZe7dc0i+1j83+rjnIv9fHMG+jG7uOdXW6sOn3P5L9Vf/NnGn+l1q37SHPX568BXHY1Nnn1mP47R8bBZ7r8FvKsZ743TbSXG7+nvuOTZpx7TFtfeZstYPM44tf6Njw+iVnGdnVBI726I0Z5xi58xj0ORQysWojIz/e89S3Hv7bdFO8nXUHEl+t2C1t0/JV4mxK79ExSOs2F/i9BFOeV8FCcnXei5G/2Y/LLjm7jnvuXtdreTYWn14jza/V3NA6OhoRrD/GMc7HNxx/A0HFzTeckY+XhCZlbMyzgxzo54T96ZxZgVs8VmU9EwZbBwnz79MJBv1WRltAsms6DUOc+yceAwmj/eRGGUOuY16ztjYNO5ckePrSDnK8bsz0o25HF8lxhs5KmgwutMdkqP+Hxx8FWbZfTdn1HFXgx17d26NXs4ZfWXZom0cX3NslOjClpdhrt8lPpi2sMkFTpQ/5KflYziVnGdiXBKn2zYlbrdNzj36n3Ke2zEqI/+z0GZUet2asfEvxQ50hniWGp95TvHb1i+5TrE1IqOSmHsz7uHriDlKGVulbGq1T/FVYmzLL7Hy5y+BcnEd2jWPyZ+xrafcrHUhuaeJWBXqy2sL8bD+M+ILtRMNpioIDEP2vX6n2izVUz6lBOX2AzGWnR1HI2u+nJSxMhpnvJpPi0f4v2YgKvddOek8vQ9h8DvNUfsESYxtOV9r4S73+4hbXjm389c2XyJtl4V9RJ4kKrDFuH5NMlKmdDijne4rn53gMpodyjjDz8NVZ53nPcEpo560s2zpPJdxKSOZ0dEamqP2GZAYL3IuzvntLPwFrFAJyb9fG5gdYLt9bMFu66Ve77XFV01+SjVSoDcCoz3uK5891PLaHM04z9tjtWed5z2pKaOetNNt6TyXWSkjmdHRGpqj9hmQGC9yLs65ux1bTEtys4PuC+kHX2VBXa4txhVrU+DKvaYjMbrnmHCjfARAFcSjMK4QSrcuYnPW90w5I2Nl1G04Jhk64xhMAmMpKSMLxqCXmqP2iZEYL/Lv4Ad3Ym4i/oTk7CBUzO4Ov/u8Rtlri+/Rc+HcuozAaE+Mp+KzvhLwIRPUC7wHdp3ZxlY/mjG/jYkLud5x2wxSr2ed56nx1dCbltFE43BPng6f53uc7tzmcEYzjcGDfD08Rz3H5KCMlxxwcb6r8MV1BMa2ZiFu92N2dWikuPS0Veys1cGsflshNL3szYf2ENCPTYMasPNZ4u49HgZMlejSzIxmGYdiElRhWgIzjcGZfJ11QIzM+BJQuRNjFtM+xjE5X1z3tTULdsprlT226EeVHxCEIEZhJLi5ESufDZLqFSMwrh5Uww5nnecNkWy6VkYbJIdX6DyXU6CMZEZHa2iO2mdAYrzIuTjn4pU3oRKT8w8N+X7h8gnqr9efSkL95tbvscVXWrhb2rqMwig3TuWTSyxffwTG+V4f12LWed6TmDLqSTvNls5zmZMykhkdraE5ap8BifEiv4Qf1zhiH/UH5Vh8v0XbL3i9hV8luJT1HR7+EZwXa9Xyzivqb3HEvhXGqHvPqbacxowruntPf0t9g40hGFmx+z7NsMR3l2flcweg4GIaxgUx+poG464xl2ad5w6o6RjVyN3KIPgsdBiV3jZlbDkXtGPp8PLwZ6njT9Dvirk2JoO2jMJ6Ho2R4172bTDuBoyznXMaBH119EbLUdDvB8x4yQHfOedf5PvTSZB9K8nZ0WuA4mqf5SmOn/GfLB/SS8E130/n7jIXwvyroTerKPck2nI65K7+3Q8Jjmy5reTbEIzAlnnkpyDmj5R8QN1H3H9CnPxByi2n4uMGv+d+YsZ7wr1rkxJ3pblEm1PO85kZVcyd9Cy8G1N7LnoxTrHj+D/EszTF71q5TrE1IiPHp+zblLhrMc52zmmQ4qvT5HTj2Ik/+7YB4285wCCiM/xexSte+w5J7mvjq0M/z3Fwce61U7Oeduh3ap+lvtEWjiDDXn5k2FE+jcchxsOUjFPHUEivdC6F+vXVz8p4VEY1/EIfVZ6Fvnzn1NWIJcUe7Ew5z3vxIcNZGaXkP6bTk3HMjxTZrDl6SIztHPC1FpY3OF4tV/5/JLm/1bb2KQbJzba6Sc1r9Br7RMA1WurbbIyUjzsC6t/PyriUROlcyrE/K+NRGdXwq9azMGcc+HRrxOLr163TMegS2d7PymgbSV5NrzGY55Vfe9YcPSTGdzlYFudYMPOVhytsz5tXU+6lTpLfUw7coG/uLtT63vOAlW/Vq61n8PuPqOIqrOHbTIyUT8qoKNOZlXFZ1I/Md6rrPI+ArPG8iXR/T5QzDmv5VeNZeC+IHTe1YpFM5/BlXzX8qsG3hh8SGyOflZHxf++5J+O9Ppp2s+boITHe5AATfXnFBEni4vkfc++eJbmr796j/Uu3rtU948CR/IpJLd/QT5ShFG8tPxLsKJ/2r7RMyVgaO5K81ximHyhTMh6VUU2/0FfRs1AaZ5K8ZiwxW7CjY1B4ls7KKJb3FFmvMZjii6Qza44eEmM3BxdMmilYuXPnnDvOvl8e5E/9Ubnp58gzfOQ3xbxHDPwF1O5ldEbKp/2QUMbKuD0B2YKOQ5lRiYbylekpI5nR0Rqao/YZkBj75P8Dl2vlX/1TaI4AAAAASUVORK5CYII=\n",
       "text/latex": [
-       "$$\\left ( \\left ( 0, \\quad 0\\right ), \\quad \\left ( 0, \\quad 1\\right ), \\quad \\left ( 0, \\quad -1\\right ), \\quad \\left ( -1, \\quad 0\\right ), \\quad \\left ( 1, \\quad 0\\right ), \\quad \\left ( -1, \\quad 1\\right ), \\quad \\left ( 1, \\quad 1\\right ), \\quad \\left ( -1, \\quad -1\\right ), \\quad \\left ( 1, \\quad -1\\right )\\right )$$"
+       "$\\displaystyle \\left( \\left( 0, \\  0\\right), \\  \\left( 0, \\  1\\right), \\  \\left( 0, \\  -1\\right), \\  \\left( -1, \\  0\\right), \\  \\left( 1, \\  0\\right), \\  \\left( -1, \\  1\\right), \\  \\left( 1, \\  1\\right), \\  \\left( -1, \\  -1\\right), \\  \\left( 1, \\  -1\\right)\\right)$"
       ],
       "text/plain": [
        "((0, 0), (0, 1), (0, -1), (-1, 0), (1, 0), (-1, 1), (1, 1), (-1, -1), (1, -1))"
@@ -233,18 +232,19 @@
     },
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
    "source": [
-    "from pystencils.stencils import visualize_stencil\n",
-    "visualize_stencil(method.stencil)\n",
+    "ps.stencil.plot(method.stencil)\n",
     "method.stencil"
    ]
   },
@@ -322,7 +322,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7f08356199e8>"
+       "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fafc73fde48>"
       ]
      },
      "execution_count": 5,
@@ -437,7 +437,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7f083567f0b8>"
+       "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fafc73ed240>"
       ]
      },
      "execution_count": 6,
@@ -470,12 +470,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -501,9 +503,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$- \\frac{\\omega_{0} - 2}{6 \\omega_{0}}$$"
+       "$\\displaystyle - \\frac{\\omega_{0} - 2}{6 \\omega_{0}}$"
       ],
       "text/plain": [
        "-(ω₀ - 2) \n",
@@ -529,9 +531,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$- \\frac{1}{9} - \\frac{1}{3 \\omega_{1}} + \\frac{5}{9 \\omega_{0}}$$"
+       "$\\displaystyle - \\frac{1}{9} - \\frac{1}{3 \\omega_{1}} + \\frac{5}{9 \\omega_{0}}$"
       ],
       "text/plain": [
        "  1    1      5  \n",
@@ -565,7 +567,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.2"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/doc/notebooks/06_tutorial_thermal_lbm.ipynb b/doc/notebooks/06_tutorial_thermal_lbm.ipynb
index 8ee2ead..ded6ca6 100644
--- a/doc/notebooks/06_tutorial_thermal_lbm.ipynb
+++ b/doc/notebooks/06_tutorial_thermal_lbm.ipynb
@@ -7,9 +7,7 @@
    "outputs": [],
    "source": [
     "from lbmpy.session import *\n",
-    "from pystencils.jupytersetup import *\n",
-    "from pystencils.timeloop import TimeLoop\n",
-    "from pystencils.datahandling import SerialDataHandling"
+    "from pystencils.timeloop import TimeLoop"
    ]
   },
   {
@@ -36,7 +34,7 @@
     "domain_size = (100, 50)\n",
     "\n",
     "gpu = False\n",
-    "dh = SerialDataHandling(domain_size)\n",
+    "dh = ps.create_data_handling(domain_size)\n",
     "temperature_field = dh.add_array(\"T\", gpu=gpu)\n",
     "dh.fill('T', val=1.0)"
    ]
@@ -108,12 +106,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1440x360 with 2 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -156,12 +156,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x360 with 2 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -203,7 +205,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.5"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/doc/notebooks/demo_create_method_from_scratch.ipynb b/doc/notebooks/demo_create_method_from_scratch.ipynb
index a39c844..48b5745 100644
--- a/doc/notebooks/demo_create_method_from_scratch.ipynb
+++ b/doc/notebooks/demo_create_method_from_scratch.ipynb
@@ -8,9 +8,7 @@
    },
    "outputs": [],
    "source": [
-    "from lbmpy.session import *\n",
-    "import pystencils as ps\n",
-    "from pystencils.stencils import visualize_stencil"
+    "from lbmpy.session import *"
    ]
   },
   {
@@ -19,7 +17,7 @@
    "source": [
     "# Demo: Create lbmpy Method from Scratch\n",
     "\n",
-    "<img src='../../img/collision_space.svg' width=\"90%\">\n",
+    "<img src='../img/collision_space.svg' width=\"90%\">\n",
     "\n",
     "\n",
     "### Defining transformation to collision space"
@@ -32,9 +30,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left [ \\left ( 0, \\quad 0\\right ), \\quad \\left ( 0, \\quad 1\\right ), \\quad \\left ( 0, \\quad 2\\right ), \\quad \\left ( 1, \\quad 0\\right ), \\quad \\left ( 1, \\quad 1\\right ), \\quad \\left ( 1, \\quad 2\\right ), \\quad \\left ( 2, \\quad 0\\right ), \\quad \\left ( 2, \\quad 1\\right ), \\quad \\left ( 2, \\quad 2\\right )\\right ]$$"
+       "$\\displaystyle \\left[ \\left( 0, \\  0\\right), \\  \\left( 0, \\  1\\right), \\  \\left( 0, \\  2\\right), \\  \\left( 1, \\  0\\right), \\  \\left( 1, \\  1\\right), \\  \\left( 1, \\  2\\right), \\  \\left( 2, \\  0\\right), \\  \\left( 2, \\  1\\right), \\  \\left( 2, \\  2\\right)\\right]$"
       ],
       "text/plain": [
        "[(0, 0), (0, 1), (0, 2), (1, 0), (1, 1), (1, 2), (2, 0), (2, 1), (2, 2)]"
@@ -58,9 +56,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left ( 1, \\quad y, \\quad y^{2}, \\quad x, \\quad x y, \\quad x y^{2}, \\quad x^{2}, \\quad x^{2} y, \\quad x^{2} y^{2}\\right )$$"
+       "$\\displaystyle \\left( 1, \\  y, \\  y^{2}, \\  x, \\  x y, \\  x y^{2}, \\  x^{2}, \\  x^{2} y, \\  x^{2} y^{2}\\right)$"
       ],
       "text/plain": [
        "⎛       2             2   2   2     2  2⎞\n",
@@ -84,19 +82,21 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
    "source": [
     "from lbmpy.stencils import get_stencil\n",
     "d2q9 = get_stencil(\"D2Q9\", ordering='walberla')\n",
-    "visualize_stencil(d2q9)"
+    "ps.stencil.plot(d2q9)"
    ]
   },
   {
@@ -106,9 +106,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left[\\begin{matrix}1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 1 & -1 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 1 & 1 & 0 & 0 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & -1 & 1 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & 1 & -1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & 1 & 1\\end{matrix}\\right]$$"
+       "$\\displaystyle \\left[\\begin{matrix}1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 1 & -1 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 1 & 1 & 0 & 0 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & -1 & 1 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & 1 & -1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & 1 & 1\\end{matrix}\\right]$"
       ],
       "text/plain": [
        "⎡1  1  1   1   1  1   1  1   1 ⎤\n",
@@ -147,9 +147,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left [ \\left ( 1, \\quad \\rho, \\quad \\omega\\right ), \\quad \\left ( y, \\quad \\rho u_{1}, \\quad \\omega\\right ), \\quad \\left ( y^{2}, \\quad \\rho u_{1}^{2} + \\frac{\\rho}{3}, \\quad \\omega\\right ), \\quad \\left ( x, \\quad \\rho u_{0}, \\quad \\omega\\right ), \\quad \\left ( x y, \\quad \\rho u_{0} u_{1}, \\quad \\omega\\right ), \\quad \\left ( x y^{2}, \\quad \\frac{\\rho u_{0}}{3}, \\quad \\omega\\right ), \\quad \\left ( x^{2}, \\quad \\rho u_{0}^{2} + \\frac{\\rho}{3}, \\quad \\omega\\right ), \\quad \\left ( x^{2} y, \\quad \\frac{\\rho u_{1}}{3}, \\quad \\omega\\right ), \\quad \\left ( x^{2} y^{2}, \\quad \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}, \\quad \\omega\\right )\\right ]$$"
+       "$\\displaystyle \\left[ \\left( 1, \\  \\rho, \\  \\omega\\right), \\  \\left( y, \\  \\rho u_{1}, \\  \\omega\\right), \\  \\left( y^{2}, \\  \\rho u_{1}^{2} + \\frac{\\rho}{3}, \\  \\omega\\right), \\  \\left( x, \\  \\rho u_{0}, \\  \\omega\\right), \\  \\left( x y, \\  \\rho u_{0} u_{1}, \\  \\omega\\right), \\  \\left( x y^{2}, \\  \\frac{\\rho u_{0}}{3}, \\  \\omega\\right), \\  \\left( x^{2}, \\  \\rho u_{0}^{2} + \\frac{\\rho}{3}, \\  \\omega\\right), \\  \\left( x^{2} y, \\  \\frac{\\rho u_{1}}{3}, \\  \\omega\\right), \\  \\left( x^{2} y^{2}, \\  \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}, \\  \\omega\\right)\\right]$"
       ],
       "text/plain": [
        "⎡                                                                             \n",
@@ -248,7 +248,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7fd077d75828>"
+       "<lbmpy.methods.momentbased.MomentBasedLbMethod at 0x7f4335401128>"
       ]
      },
      "execution_count": 7,
@@ -279,7 +279,7 @@
     {
      "data": {
       "text/html": [
-       "<div>Subexpressions:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$vel0Term \\leftarrow f_{4} + f_{6} + f_{8}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$vel1Term \\leftarrow f_{1} + f_{5}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\rho \\leftarrow f_{0} + f_{2} + f_{3} + f_{7} + vel0Term + vel1Term$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u_{0} \\leftarrow \\frac{F_{0}}{2} - f_{3} - f_{5} - f_{7} + vel0Term$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u_{1} \\leftarrow \\frac{F_{1}}{2} - f_{2} + f_{6} - f_{7} - f_{8} + vel1Term$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{0} \\leftarrow \\left(- \\frac{\\omega}{2} + 1\\right) \\left(- \\frac{4 F_{0} u_{0}}{3} - \\frac{4 F_{1} u_{1}}{3}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{1} \\leftarrow \\left(- \\frac{\\omega}{2} + 1\\right) \\left(- \\frac{F_{0} u_{0}}{3} + \\frac{F_{1} \\left(2 u_{1} + 1\\right)}{3}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{2} \\leftarrow \\left(- \\frac{\\omega}{2} + 1\\right) \\left(- \\frac{F_{0} u_{0}}{3} + \\frac{F_{1} \\left(2 u_{1} - 1\\right)}{3}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{3} \\leftarrow \\left(- \\frac{\\omega}{2} + 1\\right) \\left(\\frac{F_{0} \\left(2 u_{0} - 1\\right)}{3} - \\frac{F_{1} u_{1}}{3}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{4} \\leftarrow \\left(- \\frac{\\omega}{2} + 1\\right) \\left(\\frac{F_{0} \\left(2 u_{0} + 1\\right)}{3} - \\frac{F_{1} u_{1}}{3}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{5} \\leftarrow \\left(- \\frac{\\omega}{2} + 1\\right) \\left(\\frac{F_{0} \\left(2 u_{0} - 3 u_{1} - 1\\right)}{12} + \\frac{F_{1} \\left(- 3 u_{0} + 2 u_{1} + 1\\right)}{12}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{6} \\leftarrow \\left(- \\frac{\\omega}{2} + 1\\right) \\left(\\frac{F_{0} \\left(2 u_{0} + 3 u_{1} + 1\\right)}{12} + \\frac{F_{1} \\left(3 u_{0} + 2 u_{1} + 1\\right)}{12}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{7} \\leftarrow \\left(- \\frac{\\omega}{2} + 1\\right) \\left(\\frac{F_{0} \\left(2 u_{0} + 3 u_{1} - 1\\right)}{12} + \\frac{F_{1} \\left(3 u_{0} + 2 u_{1} - 1\\right)}{12}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{8} \\leftarrow \\left(- \\frac{\\omega}{2} + 1\\right) \\left(\\frac{F_{0} \\left(2 u_{0} - 3 u_{1} + 1\\right)}{12} + \\frac{F_{1} \\left(- 3 u_{0} + 2 u_{1} - 1\\right)}{12}\\right)$$</td>  </tr> </table><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$d_{0} \\leftarrow f_{0} + forceTerm_{0} + \\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right) - \\omega \\left(- f_{1} - f_{2} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{1}^{2} + \\frac{\\rho}{3}\\right) - \\omega \\left(- f_{3} - f_{4} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{0}^{2} + \\frac{\\rho}{3}\\right) + \\omega \\left(- f_{0} - f_{1} - f_{2} - f_{3} - f_{4} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{1} \\leftarrow f_{1} + forceTerm_{1} - \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{2} + \\frac{\\omega \\left(- f_{1} + f_{2} - f_{5} - f_{6} + f_{7} + f_{8} + \\rho u_{1}\\right)}{2} - \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{2} + \\frac{\\omega \\left(- f_{1} - f_{2} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{1}^{2} + \\frac{\\rho}{3}\\right)}{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{2} \\leftarrow f_{2} + forceTerm_{2} + \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{2} - \\frac{\\omega \\left(- f_{1} + f_{2} - f_{5} - f_{6} + f_{7} + f_{8} + \\rho u_{1}\\right)}{2} - \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{2} + \\frac{\\omega \\left(- f_{1} - f_{2} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{1}^{2} + \\frac{\\rho}{3}\\right)}{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{3} \\leftarrow f_{3} + forceTerm_{3} + \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{2} - \\frac{\\omega \\left(f_{3} - f_{4} + f_{5} - f_{6} + f_{7} - f_{8} + \\rho u_{0}\\right)}{2} - \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{2} + \\frac{\\omega \\left(- f_{3} - f_{4} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{0}^{2} + \\frac{\\rho}{3}\\right)}{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{4} \\leftarrow f_{4} + forceTerm_{4} - \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{2} + \\frac{\\omega \\left(f_{3} - f_{4} + f_{5} - f_{6} + f_{7} - f_{8} + \\rho u_{0}\\right)}{2} - \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{2} + \\frac{\\omega \\left(- f_{3} - f_{4} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{0}^{2} + \\frac{\\rho}{3}\\right)}{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{5} \\leftarrow f_{5} + forceTerm_{5} + \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{4} - \\frac{\\omega \\left(f_{5} - f_{6} - f_{7} + f_{8} + \\rho u_{0} u_{1}\\right)}{4} - \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{4} + \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{4}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{6} \\leftarrow f_{6} + forceTerm_{6} + \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{4} + \\frac{\\omega \\left(f_{5} - f_{6} - f_{7} + f_{8} + \\rho u_{0} u_{1}\\right)}{4} + \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{4} + \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{4}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{7} \\leftarrow f_{7} + forceTerm_{7} - \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{4} + \\frac{\\omega \\left(f_{5} - f_{6} - f_{7} + f_{8} + \\rho u_{0} u_{1}\\right)}{4} - \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{4} + \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{4}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{8} \\leftarrow f_{8} + forceTerm_{8} - \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{4} - \\frac{\\omega \\left(f_{5} - f_{6} - f_{7} + f_{8} + \\rho u_{0} u_{1}\\right)}{4} + \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{4} + \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{4}$$</td>  </tr> </table>"
+       "<div>Subexpressions:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$vel0Term \\leftarrow f_{4} + f_{6} + f_{8}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$vel1Term \\leftarrow f_{1} + f_{5}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$\\rho \\leftarrow f_{0} + f_{2} + f_{3} + f_{7} + vel0Term + vel1Term$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u_{0} \\leftarrow \\frac{F_{0}}{2} - f_{3} - f_{5} - f_{7} + vel0Term$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$u_{1} \\leftarrow \\frac{F_{1}}{2} - f_{2} + f_{6} - f_{7} - f_{8} + vel1Term$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{0} \\leftarrow \\left(1 - \\frac{\\omega}{2}\\right) \\left(- \\frac{4 F_{0} u_{0}}{3} - \\frac{4 F_{1} u_{1}}{3}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{1} \\leftarrow \\left(1 - \\frac{\\omega}{2}\\right) \\left(- \\frac{F_{0} u_{0}}{3} + \\frac{F_{1} \\left(2 u_{1} + 1\\right)}{3}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{2} \\leftarrow \\left(1 - \\frac{\\omega}{2}\\right) \\left(- \\frac{F_{0} u_{0}}{3} + \\frac{F_{1} \\left(2 u_{1} - 1\\right)}{3}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{3} \\leftarrow \\left(1 - \\frac{\\omega}{2}\\right) \\left(\\frac{F_{0} \\left(2 u_{0} - 1\\right)}{3} - \\frac{F_{1} u_{1}}{3}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{4} \\leftarrow \\left(1 - \\frac{\\omega}{2}\\right) \\left(\\frac{F_{0} \\left(2 u_{0} + 1\\right)}{3} - \\frac{F_{1} u_{1}}{3}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{5} \\leftarrow \\left(1 - \\frac{\\omega}{2}\\right) \\left(\\frac{F_{0} \\left(2 u_{0} - 3 u_{1} - 1\\right)}{12} + \\frac{F_{1} \\left(- 3 u_{0} + 2 u_{1} + 1\\right)}{12}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{6} \\leftarrow \\left(1 - \\frac{\\omega}{2}\\right) \\left(\\frac{F_{0} \\left(2 u_{0} + 3 u_{1} + 1\\right)}{12} + \\frac{F_{1} \\left(3 u_{0} + 2 u_{1} + 1\\right)}{12}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{7} \\leftarrow \\left(1 - \\frac{\\omega}{2}\\right) \\left(\\frac{F_{0} \\left(2 u_{0} + 3 u_{1} - 1\\right)}{12} + \\frac{F_{1} \\left(3 u_{0} + 2 u_{1} - 1\\right)}{12}\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$forceTerm_{8} \\leftarrow \\left(1 - \\frac{\\omega}{2}\\right) \\left(\\frac{F_{0} \\left(2 u_{0} - 3 u_{1} + 1\\right)}{12} + \\frac{F_{1} \\left(- 3 u_{0} + 2 u_{1} - 1\\right)}{12}\\right)$$</td>  </tr> </table><div>Main Assignments:</div><table style=\"border:none; width: 100%; \"><tr style=\"border:none\"> <td style=\"border:none\">$$d_{0} \\leftarrow f_{0} + forceTerm_{0} + \\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right) - \\omega \\left(- f_{1} - f_{2} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{1}^{2} + \\frac{\\rho}{3}\\right) - \\omega \\left(- f_{3} - f_{4} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{0}^{2} + \\frac{\\rho}{3}\\right) + \\omega \\left(- f_{0} - f_{1} - f_{2} - f_{3} - f_{4} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho\\right)$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{1} \\leftarrow f_{1} + forceTerm_{1} - \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{2} + \\frac{\\omega \\left(- f_{1} + f_{2} - f_{5} - f_{6} + f_{7} + f_{8} + \\rho u_{1}\\right)}{2} - \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{2} + \\frac{\\omega \\left(- f_{1} - f_{2} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{1}^{2} + \\frac{\\rho}{3}\\right)}{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{2} \\leftarrow f_{2} + forceTerm_{2} + \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{2} - \\frac{\\omega \\left(- f_{1} + f_{2} - f_{5} - f_{6} + f_{7} + f_{8} + \\rho u_{1}\\right)}{2} - \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{2} + \\frac{\\omega \\left(- f_{1} - f_{2} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{1}^{2} + \\frac{\\rho}{3}\\right)}{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{3} \\leftarrow f_{3} + forceTerm_{3} + \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{2} - \\frac{\\omega \\left(f_{3} - f_{4} + f_{5} - f_{6} + f_{7} - f_{8} + \\rho u_{0}\\right)}{2} - \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{2} + \\frac{\\omega \\left(- f_{3} - f_{4} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{0}^{2} + \\frac{\\rho}{3}\\right)}{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{4} \\leftarrow f_{4} + forceTerm_{4} - \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{2} + \\frac{\\omega \\left(f_{3} - f_{4} + f_{5} - f_{6} + f_{7} - f_{8} + \\rho u_{0}\\right)}{2} - \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{2} + \\frac{\\omega \\left(- f_{3} - f_{4} - f_{5} - f_{6} - f_{7} - f_{8} + \\rho u_{0}^{2} + \\frac{\\rho}{3}\\right)}{2}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{5} \\leftarrow f_{5} + forceTerm_{5} + \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{4} - \\frac{\\omega \\left(f_{5} - f_{6} - f_{7} + f_{8} + \\rho u_{0} u_{1}\\right)}{4} - \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{4} + \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{4}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{6} \\leftarrow f_{6} + forceTerm_{6} + \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{4} + \\frac{\\omega \\left(f_{5} - f_{6} - f_{7} + f_{8} + \\rho u_{0} u_{1}\\right)}{4} + \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{4} + \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{4}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{7} \\leftarrow f_{7} + forceTerm_{7} - \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{4} + \\frac{\\omega \\left(f_{5} - f_{6} - f_{7} + f_{8} + \\rho u_{0} u_{1}\\right)}{4} - \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{4} + \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{4}$$</td>  </tr> <tr style=\"border:none\"> <td style=\"border:none\">$$d_{8} \\leftarrow f_{8} + forceTerm_{8} - \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{4} - \\frac{\\omega \\left(f_{5} - f_{6} - f_{7} + f_{8} + \\rho u_{0} u_{1}\\right)}{4} + \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{4} + \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{4}$$</td>  </tr> </table>"
       ],
       "text/plain": [
        "Equation Collection for d_0,d_1,d_2,d_3,d_4,d_5,d_6,d_7,d_8"
@@ -310,10 +310,10 @@
     {
      "data": {
       "text/html": [
-       "<table style=\"border:none\"><tr><th>Name</th><th>Runtime</th><th>Adds</th><th>Muls</th><th>Divs</th><th>Total</th></tr><tr><td>OriginalTerm</td><td>-</td> <td>293</td> <td>261</td> <td>0</td>  <td>554</td> </tr><tr><td>sympy_cse</td><td>61.27 ms</td> <td>114</td> <td>67</td> <td>0</td>  <td>181</td> </tr></table>"
+       "<table style=\"border:none\"><tr><th>Name</th><th>Runtime</th><th>Adds</th><th>Muls</th><th>Divs</th><th>Total</th></tr><tr><td>OriginalTerm</td><td>-</td> <td>293</td> <td>261</td> <td>0</td>  <td>554</td> </tr><tr><td>sympy_cse</td><td>40.47 ms</td> <td>114</td> <td>67</td> <td>0</td>  <td>181</td> </tr></table>"
       ],
       "text/plain": [
-       "<pystencils.simp.simplificationstrategy.SimplificationStrategy.create_simplification_report.<locals>.Report at 0x7fd077bef438>"
+       "<pystencils.simp.simplificationstrategy.SimplificationStrategy.create_simplification_report.<locals>.Report at 0x7f43353c50f0>"
       ]
      },
      "execution_count": 9,
@@ -342,10 +342,10 @@
     {
      "data": {
       "text/html": [
-       "<table style=\"border:none\"><tr><th>Name</th><th>Runtime</th><th>Adds</th><th>Muls</th><th>Divs</th><th>Total</th></tr><tr><td>OriginalTerm</td><td>-</td> <td>293</td> <td>261</td> <td>0</td>  <td>554</td> </tr><tr><td>expand</td><td>32.60 ms</td> <td>116</td> <td>227</td> <td>0</td>  <td>343</td> </tr><tr><td>replace_second_order_velocity_products</td><td>14.12 ms</td> <td>126</td> <td>235</td> <td>0</td>  <td>361</td> </tr><tr><td>expand</td><td>10.95 ms</td> <td>118</td> <td>227</td> <td>0</td>  <td>345</td> </tr><tr><td>factor_relaxation_rates</td><td>15.49 ms</td> <td>118</td> <td>184</td> <td>0</td>  <td>302</td> </tr><tr><td>replace_density_and_velocity</td><td>5.22 ms</td> <td>118</td> <td>184</td> <td>0</td>  <td>302</td> </tr><tr><td>replace_common_quadratic_and_constant_term</td><td>21.72 ms</td> <td>106</td> <td>148</td> <td>0</td>  <td>254</td> </tr><tr><td>factor_density_after_factoring_relaxation_times</td><td>15.14 ms</td> <td>106</td> <td>136</td> <td>0</td>  <td>242</td> </tr><tr><td>subexpression_substitution_in_main_assignments</td><td>12.94 ms</td> <td>102</td> <td>132</td> <td>0</td>  <td>234</td> </tr><tr><td>add_subexpressions_for_divisions</td><td>4.48 ms</td> <td>102</td> <td>132</td> <td>0</td>  <td>234</td> </tr><tr><td>cse_in_opposing_directions</td><td>12.80 ms</td> <td>102</td> <td>116</td> <td>0</td>  <td>218</td> </tr><tr><td>sympy_cse</td><td>42.44 ms</td> <td>86</td> <td>73</td> <td>0</td>  <td>159</td> </tr></table>"
+       "<table style=\"border:none\"><tr><th>Name</th><th>Runtime</th><th>Adds</th><th>Muls</th><th>Divs</th><th>Total</th></tr><tr><td>OriginalTerm</td><td>-</td> <td>293</td> <td>261</td> <td>0</td>  <td>554</td> </tr><tr><td>expand</td><td>20.96 ms</td> <td>116</td> <td>227</td> <td>0</td>  <td>343</td> </tr><tr><td>replace_second_order_velocity_products</td><td>9.31 ms</td> <td>126</td> <td>235</td> <td>0</td>  <td>361</td> </tr><tr><td>expand</td><td>10.97 ms</td> <td>118</td> <td>227</td> <td>0</td>  <td>345</td> </tr><tr><td>factor_relaxation_rates</td><td>19.82 ms</td> <td>118</td> <td>184</td> <td>0</td>  <td>302</td> </tr><tr><td>replace_density_and_velocity</td><td>4.98 ms</td> <td>118</td> <td>184</td> <td>0</td>  <td>302</td> </tr><tr><td>replace_common_quadratic_and_constant_term</td><td>15.69 ms</td> <td>106</td> <td>148</td> <td>0</td>  <td>254</td> </tr><tr><td>factor_density_after_factoring_relaxation_times</td><td>15.23 ms</td> <td>106</td> <td>136</td> <td>0</td>  <td>242</td> </tr><tr><td>subexpression_substitution_in_main_assignments</td><td>14.23 ms</td> <td>102</td> <td>132</td> <td>0</td>  <td>234</td> </tr><tr><td>add_subexpressions_for_divisions</td><td>2.65 ms</td> <td>102</td> <td>132</td> <td>0</td>  <td>234</td> </tr><tr><td>cse_in_opposing_directions</td><td>9.09 ms</td> <td>102</td> <td>116</td> <td>0</td>  <td>218</td> </tr><tr><td>sympy_cse</td><td>27.07 ms</td> <td>86</td> <td>73</td> <td>0</td>  <td>159</td> </tr></table>"
       ],
       "text/plain": [
-       "<pystencils.simp.simplificationstrategy.SimplificationStrategy.create_simplification_report.<locals>.Report at 0x7fd077c7d080>"
+       "<pystencils.simp.simplificationstrategy.SimplificationStrategy.create_simplification_report.<locals>.Report at 0x7f43353c5668>"
       ]
      },
      "execution_count": 10,
@@ -376,7 +376,7 @@
        "<h5 style=\"padding-bottom:10px\">Initial Version</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow f_{7} + forceTerm_{7} - \\frac{\\omega \\left(- f_{5} - f_{6} + f_{7} + f_{8} + \\frac{\\rho u_{1}}{3}\\right)}{4} + \\frac{\\omega \\left(f_{5} - f_{6} - f_{7} + f_{8} + \\rho u_{0} u_{1}\\right)}{4} - \\frac{\\omega \\left(f_{5} - f_{6} + f_{7} - f_{8} + \\frac{\\rho u_{0}}{3}\\right)}{4} + \\frac{\\omega \\left(- f_{5} - f_{6} - f_{7} - f_{8} + \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right)}{4}$$</div><h5 style=\"padding-bottom:10px\">expand</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow - f_{7} \\omega + f_{7} + forceTerm_{7} + \\frac{\\omega \\rho u_{0}^{2}}{12} + \\frac{\\omega \\rho u_{0} u_{1}}{4} - \\frac{\\omega \\rho u_{0}}{12} + \\frac{\\omega \\rho u_{1}^{2}}{12} - \\frac{\\omega \\rho u_{1}}{12} + \\frac{\\omega \\rho}{36}$$</div><h5 style=\"padding-bottom:10px\">replace_second_order_velocity_products</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow - f_{7} \\omega + f_{7} + forceTerm_{7} + \\frac{\\omega \\rho u_{0}^{2}}{12} - \\frac{\\omega \\rho u_{0}}{12} + \\frac{\\omega \\rho u_{1}^{2}}{12} - \\frac{\\omega \\rho u_{1}}{12} + \\frac{\\omega \\rho \\left(u0Pu1^{2} - u_{0}^{2} - u_{1}^{2}\\right)}{8} + \\frac{\\omega \\rho}{36}$$</div><h5 style=\"padding-bottom:10px\">expand</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow - f_{7} \\omega + f_{7} + forceTerm_{7} + \\frac{\\omega \\rho u0Pu1^{2}}{8} - \\frac{\\omega \\rho u_{0}^{2}}{24} - \\frac{\\omega \\rho u_{0}}{12} - \\frac{\\omega \\rho u_{1}^{2}}{24} - \\frac{\\omega \\rho u_{1}}{12} + \\frac{\\omega \\rho}{36}$$</div><h5 style=\"padding-bottom:10px\">factor_relaxation_rates</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow f_{7} + forceTerm_{7} + \\omega \\left(- f_{7} + \\frac{\\rho u0Pu1^{2}}{8} - \\frac{\\rho u_{0}^{2}}{24} - \\frac{\\rho u_{0}}{12} - \\frac{\\rho u_{1}^{2}}{24} - \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\right)$$</div><h5 style=\"padding-bottom:10px\">replace_density_and_velocity</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow f_{7} + forceTerm_{7} + \\omega \\left(- f_{7} + \\frac{\\rho u0Pu1^{2}}{8} - \\frac{\\rho u_{0}^{2}}{24} - \\frac{\\rho u_{0}}{12} - \\frac{\\rho u_{1}^{2}}{24} - \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\right)$$</div><h5 style=\"padding-bottom:10px\">replace_common_quadratic_and_constant_term</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow f_{7} + forceTerm_{7} + \\omega \\left(- f_{7} + \\frac{f_{eq common}}{36} + \\frac{\\rho u0Pu1^{2}}{8} - \\frac{\\rho u_{0}}{12} - \\frac{\\rho u_{1}}{12}\\right)$$</div><h5 style=\"padding-bottom:10px\">factor_density_after_factoring_relaxation_times</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow f_{7} + forceTerm_{7} + \\omega \\left(- f_{7} + \\frac{f_{eq common}}{36} + \\rho \\left(\\frac{u0Pu1^{2}}{8} - \\frac{u_{0}}{12} - \\frac{u_{1}}{12}\\right)\\right)$$</div><h5 style=\"padding-bottom:10px\">subexpression_substitution_in_main_assignments</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow f_{7} + forceTerm_{7} + \\omega \\left(- f_{7} + \\frac{f_{eq common}}{36} + \\rho \\left(\\frac{u0Pu1^{2}}{8} - \\frac{u0Pu1}{12}\\right)\\right)$$</div><h5 style=\"padding-bottom:10px\">add_subexpressions_for_divisions</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow f_{7} + forceTerm_{7} + \\omega \\left(- f_{7} + \\frac{f_{eq common}}{36} + \\rho \\left(\\frac{u0Pu1^{2}}{8} - \\frac{u0Pu1}{12}\\right)\\right)$$</div><h5 style=\"padding-bottom:10px\">cse_in_opposing_directions</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow f_{7} + forceTerm_{7} + \\omega \\left(- f_{7} + \\rho \\left(- \\xi_{72} + \\xi_{73}\\right) + \\xi_{71}\\right)$$</div><h5 style=\"padding-bottom:10px\">sympy_cse</h5> <div style=\"padding-left:20px;\">$$d_{7} \\leftarrow f_{7} + forceTerm_{7} + \\omega \\left(\\rho \\left(- \\xi_{72} + \\xi_{73}\\right) + \\xi_{71} + \\xi_{76}\\right)$$</div>"
       ],
       "text/plain": [
-       "<pystencils.simp.simplificationstrategy.SimplificationStrategy.show_intermediate_results.<locals>.IntermediateResults at 0x7fd077d6cef0>"
+       "<pystencils.simp.simplificationstrategy.SimplificationStrategy.show_intermediate_results.<locals>.IntermediateResults at 0x7f43356a2c18>"
       ]
      },
      "execution_count": 11,
@@ -406,7 +406,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.6"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/doc/notebooks/demo_moments_cumulants_and_maxwellian_equilibrium.ipynb b/doc/notebooks/demo_moments_cumulants_and_maxwellian_equilibrium.ipynb
index d5c0d83..2a3f401 100644
--- a/doc/notebooks/demo_moments_cumulants_and_maxwellian_equilibrium.ipynb
+++ b/doc/notebooks/demo_moments_cumulants_and_maxwellian_equilibrium.ipynb
@@ -8,14 +8,11 @@
    },
    "outputs": [],
    "source": [
+    "from lbmpy.session import *\n",
     "from lbmpy.cumulants import *\n",
     "from lbmpy.moments import *\n",
     "from lbmpy.continuous_distribution_measures import continuous_moment\n",
-    "from lbmpy.stencils import get_stencil\n",
-    "from pystencils.stencils import visualize_stencil_2d\n",
-    "import sympy as sp\n",
-    "sp.init_printing()\n",
-    "%matplotlib inline"
+    "from lbmpy.stencils import get_stencil"
    ]
   },
   {
@@ -39,9 +36,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAasAAAAUBAMAAADB1A9KAAAAMFBMVEX///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAv3aB7AAAAD3RSTlMAIma7zZnddlTvRIkQqzLsm4+cAAAACXBIWXMAAA7EAAAOxAGVKw4bAAADh0lEQVRYCd2X74tMYRTHv3t3rLFzZ3dqS/FmZkmS5Ed5R8b+BYvwYldmKSSyyYQmRSiKljdWElMibWpHGqso942VHzWjKOLFKC8UWuXXtmF8zzPaMfOc5+UoTu3euefznO9zzr3Pc+69QFMC/5l1Sj0d8s9fv0oOtjnBvXTMHi0eF/gLSr+niEpmKyWX6K1xOdjmBC8HDtqjxeMCf0Hp9xR+EvC6JZfCtawcbHMBf+KhPVg8TtB4pckqRoAWs5YG9BwBFwh/dEQ4QeOVJpN9AEw36d10JAkXiKQcEU7QeKXJZENZpCW9BWee6Vm6gPdip1m8VpQTNF6pWkWkG0tMZt+ATMbKkQ6CtqQC2vsRWdPrAOlXCqASmhU/lT68nqUD3N6tgG+InHgcqADz0wReEtsEN/2ElwsX5WetEbRtSNX6zFm8hOt4qoPVWGMDKnGnBjag0nBZmRoEoewMO4BK0XL5kwq8kr8ICKdwTjD3eUsW3+2R0gA4yDY2gD6MxVTQg4W2X5T8u4ENqHT1ve023eoA7tuEStGhoWUqaI4hyfX1sVIW93mhhLP2SGkAallsANsRz9oRpjMod0uUphYCNWDI9tJDJSUjgEphhLN2DMGUc21FU9Y2wc1FufKb7JEEelnLZay2pgT4F3Slt1pZDLi8V9ulBOMakJzwyJ5BqvB3LSVoTVVaxrR+jAXYag8l0MsalLFKAATsYVS9iVJOK4sBMzG7fjjPB9H0BVdsIErQmpKAeV9jpmXkJa6Qlbs1CP9znQqBKauQrAX+BM/ZR6ECtgxNyYuxLD2AsyvAH0d7VlNC2yKuCSXZSO74eWBKrnI5hjldCUx1S1CbPoEpq2VHrb/1O8/n8E8FiB/UlO6DZWkBr+S6amAC7QlNyVxRDYzC564KlSovTzeYn+mEYd7CP42gsggP/enljeLVas21lgAbcGfFE1CUjq7duFoLwGnEAxV08W5pSgjlJDE72Q5gn3lz4qtuuNjFLtUtz61ITfYGIHyKTpGp2slQAnhz7HCggj7sD1Qlk72idAeyFRRwCUf0nKZxfm2KUEx23QjhYrQsS/GYzweoe0wY0LTuRz/8fo6o2uZR/r5YLnOBK+Bd5omqBG/FczUgkmdJmpLX06srcW2pwO/JxCAfJvyM9KpfhAk6qlYFXtUpv+ZOfnQ6QaImohFKcE3BZzJfnGopPf+6dQK/AHdrOLpSchF3AAAAAElFTkSuQmCC\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left ( f_{0}, \\quad f_{1}, \\quad f_{2}, \\quad f_{3}, \\quad f_{4}, \\quad f_{5}, \\quad f_{6}, \\quad f_{7}, \\quad f_{8}\\right )$$"
+       "$\\displaystyle \\left( f_{0}, \\  f_{1}, \\  f_{2}, \\  f_{3}, \\  f_{4}, \\  f_{5}, \\  f_{6}, \\  f_{7}, \\  f_{8}\\right)$"
       ],
       "text/plain": [
        "(f₀, f₁, f₂, f₃, f₄, f₅, f₆, f₇, f₈)"
@@ -78,17 +75,20 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 216x216 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
    "source": [
-    "visualize_stencil_2d(stencil)"
+    "plt.figure(figsize=(3, 3))\n",
+    "ps.stencil.plot(stencil)"
    ]
   },
   {
@@ -98,9 +98,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$- f_{3} + f_{4} - f_{5} + f_{6} - f_{7} + f_{8}$$"
+       "$\\displaystyle - f_{3} + f_{4} - f_{5} + f_{6} - f_{7} + f_{8}$"
       ],
       "text/plain": [
        "-f₃ + f₄ - f₅ + f₆ - f₇ + f₈"
@@ -131,9 +131,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8}$$"
+       "$\\displaystyle f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8}$"
       ],
       "text/plain": [
        "f₃ + f₄ + f₅ + f₆ + f₇ + f₈"
@@ -145,7 +145,7 @@
     }
    ],
    "source": [
-    "discrete_moment(pdfs, (2, 0), stencil)\n"
+    "discrete_moment(pdfs, (2, 0), stencil)"
    ]
   },
   {
@@ -163,9 +163,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$- f_{3} + f_{4} - f_{5} + f_{6} - f_{7} + f_{8}$$"
+       "$\\displaystyle - f_{3} + f_{4} - f_{5} + f_{6} - f_{7} + f_{8}$"
       ],
       "text/plain": [
        "-f₃ + f₄ - f₅ + f₆ - f₇ + f₈"
@@ -195,9 +195,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$f_{1} + f_{2} + 2 f_{5} + 2 f_{6}$$"
+       "$\\displaystyle f_{1} + f_{2} + 2 f_{5} + 2 f_{6}$"
       ],
       "text/plain": [
        "f₁ + f₂ + 2⋅f₅ + 2⋅f₆"
@@ -227,9 +227,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$f_{1} + f_{2} + 2 f_{5} + 2 f_{6}$$"
+       "$\\displaystyle f_{1} + f_{2} + 2 f_{5} + 2 f_{6}$"
       ],
       "text/plain": [
        "f₁ + f₂ + 2⋅f₅ + 2⋅f₆"
@@ -260,9 +260,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgoAAAA8BAMAAAD1U4//AAAAMFBMVEX///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAv3aB7AAAAD3RSTlMAEJl2IquJVETdZu8yu83OyatpAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAKKklEQVRoBe1bXWxcRxU+d71/3h97E9qI0AcvTmoJVCTjiiBFPFxBX/gpWXhAlYgaN6YuhZYaChQKJUsfEEGUuqKI8tvFoX5o1ZCoqAQeykqVLFWIdoPKC1LFSvyoDdLKcYiSotLlnDN3zszcHVt7vYuyVT2S9875zjdnzjn37ty7c48B3lyttPjimytgb7RlOO7FRxZMD92zEsAETFWGbvf/aXAeIJhp2DPExN2fSajM1XHAV+1BI9/PhADZA/O2nzFxYTGpcj8m9u/2oJHvr6GHE3XHTRFrDL+cWHk1wNVvrC/EYYxx0nVZxBbHf97JQj/KiTDYv8cZNerCMkDhr++0vTQiZ+HJjYal7Us51hjvvmoNGvluGrMAJ6F04jrj6knsniWRs1Bowz1BSCI3VH75IPW08kj3P0qDnychffB9ALmaIG+MTp6CmYZy/RvG32m8PE6TyIGmqvCr10PRTkOu+lFbuf+GqqVMQQaAjQrodoJ9uHb2tt1zYS8IfrIfhSQmYnPl6bT9BQLAG8F9L2GrkAjffQgync4znb8BlBvwCwSNsoj+WspmtmIpyy/icltqx2axxMxtlyxJup84tiR90/GT/SgkMWGm4F6phYczAGt0jNoZCBoPUZ+xYh0eX2lGKuJO3XuHrYTviA6VwaNtvBZqBor3pr5ZFyg3q7vB5bfqLsDd0vWT/WgfJsRuvBMs472d7gLfEw2KY2CyQA+BJWSphsqpZpH6LfogZZs63FBZWPwvfp/mI8BzOGZhJgu5dQs2WfCT/WgfJqw5Yl0MN7+MYU+GWoHi2uLTTRQ5UPxB0AZxEpWTQN8JUQanUFANlRn4YAipukZ6j7dbkMlCdtmCTRb8ZD/ahwlrjlj3vXjqqnAN/EFwFAFOk8hZWMFjqU0iNVRmmnupp5X5NkncUFmGFP2K2LQ99tuPG51kofDJH1QNLFnwk/1oPybMFPFeGSYea0JhgZ6euJEIezZCFCjQc6hYmyOJGimDfXxX1cp8lTWRMj/zaYB7NeI5XgBYuLaiFJIFmJxFhCxSkyzABSgd/lCDQTBkNJFd6EHRxG27dimuYwJW56L5IqXnkGtkr3dgSwxRsUD+SetLGVSF39NJvwapRiqK1wR2qIlPGecjtmQByfnuxQgVMqLwcvqUggUFNHGk240s2yYKzSBCI0u+wxd94EDYWGXz4biGpeYL60jIdjqvPNPp1JhLC94ezsLnOp2fdDr/YBTJ+a+zMZuM6FgtmPWYuOnbDxA7ZqIc8gIevPIjbD9vImGye+XaOs4PvIb1Xgu04L2751pAcr5Oo6jJWUe0uKQwCwU0sQRfiXC5FpCcOlOqafqIHMvk0DVN5Y0EBn/Gu/Hne7KA5Pw+/aUWMqKTd/egZAKCeWXYrAtIDh79U4RaB3fTBFzR3WBxpS2p/SqLswBj+ETKTQKDp/Aq4ccWwuVEIjldL7SYa64FRA9V8abMzTEBmYpCHRPwxKthBJuDu2kCruhusLjSltR+lVN19KTnGxFcBvhlbxaYXPq38l3iRXRqCXAENUHJBPyRMfyQRCI5O/+10xqXo2ya1BjSIv4IwqY3WFwJtqImUQI8SGcrHf2UkBDy5yGY7c0CkjMVDg8HCRnRyTpEP2QFRRMAR/GPm2QByXsh+KHG5ai/fdBiSItllibJSWyutCU1iRLgTloV0vEQsi3ITU9vNHhucyKRXAzTkYcSL6ITjZ5rAU0A/FMZsK4FJN8IgI+GbjObJpwFEctEkz0UV1KBbkJNoszVzgGMh2OnlU9BqI5fwqjwCtEn5CqFMjlbyVaVGJEZzbdybQcFZeJ3CgSwTUyE8DGN62OhDXtW+YxzFlBUHI6b9lv4fYpIavdFqGUaqZW5JZ5MK3P8PKeVmW63gVyt/MCJJkrjZ5fxZrBwa4h9q/2MH8mfvLhkYREZFmccUJmAlaMVF1YmHnFBRQ5mDoQxHFJVOKuepdhBFL/1a+Io73G/hd+niKR2XzQVnqDJtbLQ5Y1mrfxCum0pUze8HyWVBZykystHYS4kMN5OeDde/GQ/CklM4PS4abKOv5WsbRJ4GODmzr86nVnaYKH3KUai3ReLmn+uYlELu5ztFkqmGVmCW+yRL31kPh77lZSLdXwE/yl5wOewWAfKgj7BZ7BH71PU6UZpjVma+rbxiqUsPC4/q6BYDy6tNi0l5BsoySR7XydpZNpUxckCbZOYLNDNit+ncBb41sW7L5wFpM6aLLDyOQorUgavwSmUZKT6ea1Hrt7FvVFJw3Hgb4T2HkUrC/RExu9TOBaUot0XjuA4rpyfvUMHisoJ3HCx7KwDfSf0SNyysJW1NOeasRH4WMFddmt1RNHKAm6TqPcpHAtK0e4LZ4GoxQp+aGUZnqeAtPIw7d6JMtrC08oWro+j02jTZPdqSA6RgyQ+u7GEPQqN9lDU+xQtRbsvmhrcRau5VpYWeG3Xyt1zTUsJ96NgJrl/sc7yaHwszIofIfaMmEbJ7KG4EmxFTaLEOXbaTgY4A1dui2eEZt65FnYysJOBnQzsZGCQDPgLFPxosrKFRDUOfrIf3cS5QbLgL1Dwo8nKFhLVOPjJfnQT5wbJgr9AwUbN3mQfZQs5eV4eAtkxYSw7zg0SuxnrL1CwUZOF3LoZZ1CwycbXIZAdE8ayPZ/l0CBdfNkmzUxkoybe7LJQra1nel8nzZgYAtkxYSzb88nEA3X8BQoOKlnop2xBfB0C2TUhll3nBopeBl8AOHAgkmQiQLTU1hx57YJlC9l3vT2CBSXyoGUSVFOxeDBu2SmTcJzro0xCe9/PEQsUCvO5mqLKRIiWrpXLX+I91IRPwc1xX5E8aJkEFURM1D8ct4zoESmTsJ3rq0yin/AjDi5A43WgdzSxsgXIqSzYBQq4LD0ML4RItlE0MWiZBC2w74G3kE+2ZUSjMomYc1GZBPGH0nABmmrCb5QtSTctS1EWUCPXAi5Lj8ChuiILymtYz0thXjP7LZMgcuRDbD5TJmE7N+wyiXKNTu6PVWAyEaK+LFDZAhyrKLJkgcgDlklQQcSl63tWHKdMwnbOWyah3NrWJxYovFCB76uxMhFVPniuhaeIFnHNFULkAcsksKYivSH/+CT5pfmkTMJxzlcmoWLY1ifWHOC1wOFZL+wR9WSB3+vrF7omC0QesEwCLQeXqEaAm86CWyYhWcD5vGUSavC2Ph+s0LpAVRnYZCJEPVngsoUVRbVWCyIPWCZBli/DZEPZ1llwyyRs57xlEtqxbRzvxPfV6h6Bg2UiRD1ZyLawdnc+31TTaF+HUSZBls/1XAuEmjIJ27kbPWUSyqvtfHKBwlhVPy8EIRthFHKntMWrVIfLFp6/576KEiOUyYOVSaiCiAdA/8OEPR9ImYTtnK9MQnub/Mg1DnD0aBRYZIDR9DsuzroGuWzh992uiw6hTALYcmFG3yOiCRKWSbhuJZH8BQp+NFnZQqIaBz/Zj27i3CZR/w/HnQZPmqOqmwAAAABJRU5ErkJggg==\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\frac{f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8} - \\frac{\\left(f_{3} - f_{4} + f_{5} - f_{6} + f_{7} - f_{8}\\right)^{2}}{f_{0} + f_{1} + f_{2} + f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8}}}{f_{0} + f_{1} + f_{2} + f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8}}$$"
+       "$\\displaystyle \\frac{f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8} - \\frac{\\left(f_{3} - f_{4} + f_{5} - f_{6} + f_{7} - f_{8}\\right)^{2}}{f_{0} + f_{1} + f_{2} + f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8}}}{f_{0} + f_{1} + f_{2} + f_{3} + f_{4} + f_{5} + f_{6} + f_{7} + f_{8}}$"
       ],
       "text/plain": [
        "                                                                 2      \n",
@@ -289,9 +289,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\frac{m_{2 0}}{m_{0 0}} - \\frac{m_{1 0}^{2}}{m_{0 0}^{2}}$$"
+       "$\\displaystyle \\frac{m_{2 0}}{m_{0 0}} - \\frac{m_{1 0}^{2}}{m_{0 0}^{2}}$"
       ],
       "text/plain": [
        "           2\n",
@@ -317,9 +317,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$c_{1 0}^{2} e^{c_{0 0}} + c_{2 0} e^{c_{0 0}}$$"
+       "$\\displaystyle c_{1 0}^{2} e^{c_{0 0}} + c_{2 0} e^{c_{0 0}}$"
       ],
       "text/plain": [
        "    2  câ‚€ â‚€         câ‚€ â‚€\n",
@@ -361,9 +361,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAOYAAAA3BAMAAADqJisCAAAAMFBMVEX///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAv3aB7AAAAD3RSTlMAIom7VJlmdt1E7xDNqzIhoty3AAAACXBIWXMAAA7EAAAOxAGVKw4bAAADoUlEQVRYCe1YTWgTQRT+0myy3W67jb34d2iJSNVTpF6KIItWUBBMpVFBlFjQXNeD7cGfRsGjmov4g2jx5M8lFAoiFuNN8GAQD6JUg4gHodBWD0rR+GaT3dnJZmOqdRD0Qdj3vfe++WYms/uyAX7D3q2JLY5txDcujuCvTmhZf7BRJIwrjdLN5Ar6QjNlvKYdj/Ic/ZqnZBfL29GAYGQOATd8BT08coLch57v88PxErQSz1e8Fh5QaYn6Y459Xji3CyHLF07ySIRGeM0h+pUClntwxaUq14g8RbqBpiOODn/Wo6mYmFzdw0vyLT0oclj1vJoD0AcnfBWewLsEJqtQ6UUCE8NsiqSp9EYtGxRxsZzlDGMNdGdKW60w0MEITHOrlbFBB1rLXzihjncdl6tRZbtRxGY9gYPT56dN5ZLewwDNQzStoFnVyEByBtqGGCLTL6dfYGdyggHQPBqais7YUWAylUqZGFItzOIeEZL0GQrlbFAQB7AwF01DJ8IQIuYo0Eoy9joj5kobtIsEH3qAj+468TT8PjSOC1TENJ+qFZAQSPq4Me6usz2/xeSa7XnLBj9bZ7T3DaacQTNH1ns0M4croOikK9fhUyXdCUVH9uS4ZnQkZoM6Z1IcgpBQw/eWMgzQufWZo2kn3L1liIEBt74rvsn1RUe4P+1jg1KlggHvXeDwhPvT1jSqKQaSTlkoid1pB9Rcr3rw5DCxHGOAPYdqTcvxiDE2JAI172D1MzqzDuDXcpM261A6mySUiaDdwaOCQ6Trtj4yd0aeRJCrMMLmoGxQPHBvRcJSdmj9LI2t7XsDTIwOijICWsIOHVp3gIZei2vQzqBLUBHBknboDTlEs+jOrTJ1aprBpmSDc/UzwR267R7a0rhpvsqMNDw83g5dX6MmGtShQzGEP+NmHmOxbzWUGih06JpcfRjUoTsXmOZ+4Anm6zOdqNChnWCja2CHbkugdQ7nYHzHLUBtMIbQoRvUuanADk09b7elf8L9NE7SbweX8EedS6l+KHOjdGLVfdSlpVmkIE3KFWqzXFea012SJuUK/fabizvSf+cf3IFmf8YsYd0/uMv/l/w37EAo1VeSPY8ptHyVrfkauCtb8zbwVvbmPsvL16R9vZhX2dMwKXGLtXnE3x/LLJMoidaiYbbETsuURIrUwqDzK89U9j3OICtPEdgOerXaiwWJmkYSaoz+o5b5MFoRX/sSapa9VEmzZ2X6TzScxvNfU/wBJGiMC4c29sYAAAAASUVORK5CYII=\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\frac{3 \\rho e^{- \\frac{3 \\left(- u_{0} + v_{0}\\right)^{2}}{2} - \\frac{3 \\left(- u_{1} + v_{1}\\right)^{2}}{2}}}{2 \\pi}$$"
+       "$\\displaystyle \\frac{3 \\rho e^{- \\frac{3 \\left(- u_{0} + v_{0}\\right)^{2}}{2} - \\frac{3 \\left(- u_{1} + v_{1}\\right)^{2}}{2}}}{2 \\pi}$"
       ],
       "text/plain": [
        "                   2               2\n",
@@ -402,9 +402,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left ( \\left ( 0, \\quad 0\\right ), \\quad \\left ( 0, \\quad 1\\right ), \\quad \\left ( 0, \\quad 2\\right ), \\quad \\left ( 1, \\quad 0\\right ), \\quad \\left ( 1, \\quad 1\\right ), \\quad \\left ( 1, \\quad 2\\right ), \\quad \\left ( 2, \\quad 0\\right ), \\quad \\left ( 2, \\quad 1\\right ), \\quad \\left ( 2, \\quad 2\\right )\\right )$$"
+       "$\\displaystyle \\left( \\left( 0, \\  0\\right), \\  \\left( 0, \\  1\\right), \\  \\left( 0, \\  2\\right), \\  \\left( 1, \\  0\\right), \\  \\left( 1, \\  1\\right), \\  \\left( 1, \\  2\\right), \\  \\left( 2, \\  0\\right), \\  \\left( 2, \\  1\\right), \\  \\left( 2, \\  2\\right)\\right)$"
       ],
       "text/plain": [
        "((0, 0), (0, 1), (0, 2), (1, 0), (1, 1), (1, 2), (2, 0), (2, 1), (2, 2))"
@@ -427,9 +427,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA6MAAAA/CAYAAAAVKh65AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAZlklEQVR4Ae1di5XVthZlZlHAABUkdECSCh50EJIKAh2QlQpY0AGhggQ6GFJBAh0QKghMB/P29khGV5ZtyR9ZsrfW0r22vkf7fKxjyfbZrVu3HiJeIvrhw/X19Xd+os6FgBAQAkJACAgBISAEhIAQEAJCQAjEIHB2dkZfkz6nHx7fdlIeO8c8vPLOdSoEhIAQEAJCQAgIASEgBISAEBACQiAFgRco/Mqr8IbnrTOKVdC3XgGdHhAB3LmgsFwgfov4L+KvkA3dmAAQCkLgaAjIHhyD4+LzMfi8xiglO2ugWl6b4vP6PNk7xvAl3vkoYsyNf3HuZ+i8TATAsAeIoeXtxQg2ivAKAvMU8REavov412IdrNAQaH62QrNqUggUjYDsQZg9e7MH4vMx+Bwe5fTUHHJD6tBPs9KhOcN0Xs2pKT73owdsFpsb5sD56LokZ7RflovJoSKAmN9CdxUWJvJHr73nOKcTzFXSUsMH0Ncs85dKoOgSAksiIHswiOZu7IH4fAw+D45yQmZGuSF1mjNM4NESVcTnURQXuRZkxPnQuiRndFSeiyjwGlT8kokS1/G023PdtExkxHVjHPR/YTCexNVQKSFQPQKyBz0s3Jk9EJ+PweeeUU5Ozik3JNKdH2jOMJltyRXF5wHIFrwW5MT5sLrUPjM6wFNlbYgAnCw+7PsHFMsa+dWoQR/3vca5Isvwz81fmb+g+1fg9BHxzxw4lYmCqDoCArIH41zegz0Qn4/B5/FRppXIKTekTHOGNP4sVVp8jkNy7rUgJ85H16UzsJTPIV4CCB4rFIQAFIF3ST4i3gF/TpxR5F0gnc9r2HSW5cuG+NKhRQL6YN98hvTlIg0mNmLG/9SpRueY9HRetoWyfD7gPvLc8k5VHQqBuhEw+iB78JWNu7QH4nNz3XPt+C75/FWMlzkakhv2gHzNGRyogUeVcwbxuZFlzndXtRFDOEuXHEW6sS2TdQlYfkETzc5POqOYw1/zR7EgDMAX+3KAE74gnRcVMvCJ5RmOqZxMu7Bpc/7RTrDvOW2m1DXjoePZjh1p3FN/jdiO2+ab8jj9Wl7HwmJPMgAZD+ok0mUPPL2v2R6Iz80NR9l9T6bHbFmf3LAegmyEhycw4ZwJ8NR1nQTNweuA+Lzs3LAPZ6RLlzydASaTdQl16bc0z8vKGfWALcU4WSb59CCdL+z50pN+4sD5ZWLO0Tafv1yiHQrYs5g+/TKsh8ir6I9unkn76KbZY+Rx1eikvM3Tf10XXPGryy/IdmO0fWyQXoU9IN3UT8Rkm8A6iIewBxhn1XwG/ZN4bOTjMHz29XjueZ/cGFyrsBGSna7d9+VCfM5zLejDGelV6JLR+0m2GGPMZoctzuc4UCgQAbNFgHdgOt/lQRoFLLQdl2mzXuSDfnlzot3uynNE++wosrKFD+jpykS/U6aHArFyt26EyihNCFSHgOzBrUPYA/H5GHxe2gCNyA2705whDHpVcwbxuWHi6teCEZylSyvokpzRMKglpNIpvMLdjRPHC0pCB5Xh883fye9/PDOKdJIRc4J6dDq5BeRvHP/IiONfEUOOL5LXCxj3O0Q+K9s644YedsqXOoUCV0a/D2UoTQhUjoDswTHsgfh8DD4vbY6CcsNOcN3UnGE/cwbxOc/cMIizdKkxW6vMv28vbRHVXhgBCDGF+xEiHcYfEJ/D0eIdnr7wHTI6TiDqXKEtOqh3AxXvmTTu3+bnTngR4kop35LLra3ti4hM3iekf8M28c/wFyLrcBtCG5z8Ni33gaGXjvJL0PN7T//E84JlS6C5h0YlV4YA5KlXd41cpujY1NHLHjjI1WAPhuTGGYp/KD47iNTO563tA6HktRB0aM7gyJVzuOmcYYKNCNoH8blZRFlybhjEWbq03vxbzqhjldY6hMGhE0UHqdlCagwQHb87A33SoQytfrIKnTHu6fYDJ80MrMvwgn2a/uhgts4ojjmBPnHaUHaIHhTPH0A7x0LcuErLVdLniH3B4sU6vMgoCIFZCETobpKOkRi0Sd29h8gbU/egd9x9MBZkD4BQLfYgQm76+C0+74vPyfaBggH5aXYpwTbwBnZMGJIb1tecIYziZnOGiTZCfDZ8XPlaMISzdGkFXToPt6nUpRCAwtCJ4kt13GcZ+d1OruBZ5zHUHVc+7YrlSb6ZvL5D/dYhNf3YLa2fcU5lem8qPsa/v8rKi5wtb4qV94ex/svxIjaru6Dw0wBuFq/QqnF5gxNFRSNgdKpXd6foGOrwJlDjgEKmeXOIW+JPdiL0gCJ7AGBqsAdjctPDX5ssPu+EzxPtwwPU4zY4zhd4DY8NvXLDBngNxZ/mDF00N5kzzLAR4rPh4crXgl6cpUu9fsssXdLKaNc4LZ3yGg36Kx/2ucaLgc6YZ+/adYpBIR7RoCE2K5woQMeS238Z6Hh+Rhm7nfUnnPsriqTBT0NS+l1Z0MCV35BjzTHcRf7PbNcLdDLpJEcHlH+Jtn5DhTf4d7cX2zZ68bIF9C8EEhAY090pOkZb0N6Ygky/hSxTnk92KQRorMYekHaMZ3WbULA9GJObAHvbpE34DH4lr9bn4DFRqZjPyfYBY+WOHrubKXRNbQXFOxiUG5ZF26vMGSQ7HifiTqfaCPE5gO8KNmIQ57V0iUODPj3AH3dUxO6K2M31lgYP4x5/pbTKpGEEXBts8c+JJkFuIs554ednCr61af4/8riqmfR5FZTnCgvbbfvDcYcGpFHYWe6B269J511ZxuDnU9zyY8dog6vCyZ9xYLsIvCvcwQdpl4gs0PmEC8ubvIdjtCn/qzwKiy4WkKOO3hi57OhuqCzSOjqGNF7gQnoX/JSHyxfUq94eGPwm2QSMvwp7ADqj5cblrz3eiM+8ocnJj70+kUdv7HnqP+pO4jH7QdgdnzGmjkwgrWMfXJxNnehrMMon2weD99w5g2TH6I3Lv6HjkDwYXnSuLX474nMeGzEFZ9SZq0u0CYvNv41MTbLFoCObHUZfzfznHAcK6yHQbI+FUFx5XXClkCuD/tZZtxhX+e66CRHHFKC3Xn+8u8K+XBp4cbxCGu/CtoHniFy1idk22NZb6YBvxv2Iu0ScwMcGW3YI19i2VO7YCKTobqyOUT8ZXF3keYyux5RhW26QPbhBI6c9SJEbl1f2ODuf0TFX63mTrwm4BrzFAXfdWHtqcrL81WL3U/gcax/mADxFbtjfLBuB+pKddK6lyI7fuvh88z35teeGU3CepUtHn3+f+5Ku80URoNN38lymWYLnHRAapKHACWtwMoA2niB+cScLTru8OLiBfX1wE3DMiyOfW+XyPtsK9sP8DQPHz8+78N8NVHiGE1xvklrnnYZEQQjMQSBFd1N1LCSfYzpIPQiWMTose9Dltr2ZF8K7W3qZlBS5CfWYlc/G9tOm+hiRDo4ld2C/Ndj9FD6n2ocpmPfKDRtbw0ZIdqawqamTIjt+J+Lzzc3ctW1EL85r6JLP5ALOs9thOaMrcd0x1NZ54gXhAt1x1fEp74KMdP038r/vKcN22rv9pl0+g8B223RT9+QcZWkI2a5Nvx9w+EzVTf/oVJ+s0IJ2bjkgnhwnlcUPzOOKbyjPL6tzIRBEwOgTZSlWd60uNe1F6Jh1kmz//rlNd/9lDwq3BxPkxuWvPc7NZyvjvs2kcxojl5bupf6Lt/sT+JxqH6ZgOSQ3bG+NOYNkJ5FTE2TH70F8vlmNf+MCA1yXnhsO4byGLrnDKeE4ux2+XcKod0oDnT4GvoyAzwIw8I2wj+EsjTmiLMsywW9moj5f5MNPQ/xmjBvL842zodVCCtVrhwZeGPkNpRcm7Q8cFxcwlt9B30NE7qG3gRe/Rz3jZBmOq1nx5YmCEJiIQKruxuqYnZTyYuYGno/ZBNmD8u1Bqty4MmCPt+LzZ0uA8+/LqZO1zmEldj+Vz7H2YQ6ovXLDRoHrmnMGyU4851Jlx29ZfM4zN+zFeWVd8vm9yfkWdvj2JiM9RqfcCstnMDkBdb/vGTV61ONr2K9QmKuYHScT+bzAjQaUYxuhLcGhtNH2chYgBuivM/YBGohVkc71AM3KKg+BJN2N1TGWg07THoRWnAZvolAXZA+KtwdJchMS+w35TJnktcKGkIzavFX/iQE6KNnuJ/GZeo/xhK63obRJ2I7JDRtFmbXmDJKdeK4lyY7frPh8gwhxwNFqNmIM5xV1yWf5ZudrY+wPTM6oj8hy5z+hqeCnUxK6+BNlabxSlC6h+dWLZqMbE/ULjOYB4v9WH5U62DsCS+huH0Zc6ecktNENyC23F/kvHeurW7s94Liy2ISN7MFScpOTz3NW6/vkNAuP2XnlfO7Dj+m8nqWGnHJD2iQ7qRy6dWsJGyE+J+A+w0bkxjlhVNFFs9jiGRi3Azlvj3SwGAJgDLeT8mIyVxA4ceWr06sMuLOS8/lNGvnYSX2VeIro9RFYUHeDxEInXiKDbwLkNnl+i5PbzmNXSKq2BwQko03Iag8WlptsfCY/wJZJq/XkZyhk5DG7r5nPHfgoR4jkP20Dj/kN4medguGEbHLD7iU7YSb0pZK3yKtuXnhgPmfVpz65mZOe0RbPtsNaGZ3D6f66NDr8nAr3nU8OrA8Dxu15/KYmX7efK0y5K5uLtr5+uAUpdlLf14bShcAiujsEI3SZDmlykD1Igiy3PVhMbjbgMyddU1frk5iyQuFq+RzCArznjQF+Xi05bCA3pFGyE8+pRWyE+BwPuCk5yUZshDNJPuT8+wwD5wPVlwCexwqFIQBHlIL5F/jDl/OsGsydOyouZYKGkw7w3+h70uQZdbME0M3VY74VmLQrCIHdIiB7MM7aPdiDnHwmouiPq298KR7DBWzpJIfopnqe3z3weWmkcssN6ZfsLM3F8fbE53GMWGKujciJM/rinPtw82+M+wvG/YucUUps4QHM4nNl3M5X/AQhN5RGgV8BGz5bqyAEdo+A7EE/i/dkD8TnY/C5f5TTciQ3w7jtxUaIz3n4LJz7cV5Cl9BG44wmb9NFRa6aceL/H+IPiM/hCMzajoo2gmGoL+RxxbBZEcP/R9DQrt6ZvE9I/wbpV8HGK0rEGN5iTLzL8xDHc59DrWjkUaRO2oIR1XJkIfIFRYM6YWSxaDnNTX8NmESyfpNisgeDsG9uDwapS8gUnwfB2g2fB0c5IVNyMwraLmRHfM7DZ+E8iPNiupS0MopJJB+qb7fwmEnsGzDrziC5EzLH+kI+V8P4DU86Aic0II1bjl4gv7P1GHl84yrztJI2gS+qcooA5GlQJ5CfLKdGfrlljjd87kFWqfCrhC3on4IJB4960t1VpECNCgEhIASEgBAQAkIgLwKY16WtjKICt4ryRTr3HVL5bbwL5C26YjfWF/rkQ/7vDR188YJ9xbhJ6n4OBW1yImu3uXJvtoIQmIXASnLKVdTWAWUfiLzZsvjLmbagH31S96S7syRPlYWAEBACQkAICAEhsA8EzhOG8RpluQrkhu/NydJvfxrr6zMm57+bvvlK4T9conBMui7dNJT/gEhn9I2brmMhMAOBxeUUtHAVtJVdyCxfIkWHdGkd47C3oF+6S+QVhIAQEAJCQAgIASEgBG5FPTOKiTC3wnIy/KeHGVcbGRZ7ZjSmL0zQm+dAnbLWMbVb+UjrZs9Wgq7rBhX9FIMAZKazZXsOcY7s9epEqpyiTcotVw4/e7RR3qmDi33eZyv6UzHxcFj9VLq7OsRFdLCCPZDNL4KzX4lYmsdsWfbhK757PpLs7Jm7GltuBGL0KcoZBeHNVlg02DiBzkB+xjG/p+lvk3WKJB+m9MXnPtm/Sxcn7VdIW8xBTh0B+l7U8UntX+WzILCGnNrt4648czB0Tu8uPKqt6ZfuLsxQNbcdArL522Gfs2fxOSfa++pLsrMvfmo0yyIQu02XDt7JSiPuEHJVlJGT2iVDSl/s33c6Ocnls6y8i/kE8YLHCkJgYQTWlFN/ZZSkLy3HW9Mv3V1YINWcEBACQkAICAEhIARqQ2DUGTXOHFds7KoNnTxOjPns5VPc7WmdQaYjXiPaF5Qk4WHajerLNHyyIov6nGDzeVGbfh/0+atMvTSxf8TJ9Pc2rIyiEJjLZ9bHgNaU07seYCfntdNvxmZ1tDnFmKS7HtN1mgeBufqUh0r1MgcB8XgOeseuK9k5Nv81+jwI3I7ohpNEBn5GhZ9MYeAbdR+7jigT6fihDCeZdOr4CZhoR5D1EaL7uinevOzltUMX+/4O8YVJ819sZKqF/xagP9ywUotCYAE+ryWn1kGjs+sGnrc3fWqn3wyML2qS7rpc1vEmCCygT5vQrU7jERCP47FSyVMEJDuneOhMCKyBQIwzym2vfBMtJ8ovx4hAuftwBPkZmCkhtS86u6FtwqG0KHpm0h/Vhwptj8BMPq8ip6DJ3sw5WQk1aDVbzy1yO6BfumuZqf/NEZipT5vTLwLGERCPxzFSiTACkp0wLkoVAkshEOOM8tMpzxM7/AHKO+XNn1P6SiQt6tm7qfSn0lJcea5ogyh+wofOAgO3o/4KftpVuyZxJz9T+bymnL4CtryZ0jyjbW7svAX+lh8u9LXT744l5piyORamYjLW7m7yD6bjKXw7pOwcTB4OyeMUJWDZg8lELDySnVikMpcz8spvtDPcQ+Rcgd9nP3nXDTMVykRg0BkFg+mIkKnRDDVC8V/qcKf0ldKHaZ9bA7nF8luc85nXvyGsJ6u9U+lPoaXUsmbsn0Afnc/mczkGt/f4/6bHISp1OIN0TeWzwSNJJwYJ8TIpj+jjGaL9pi+3u3dW+mun3xv24KnBXLo7iFJcppGbQ+h4HCI3pabqU0ofJZY9kjwclcepcnckmYjFRrITi9Rm5V5gnvTU7R08e0O+Ib2zMIZ07t7kd9Z3Na91x1/bMT9BQufsEgzrfI4EDGPeK+TxGdGogDpPUL797mdUJRSa0lds2ynlptKf0kepZTF2OugPwb87Lo0m/TPST5TdLVPb8VQ+o16yTqyBTe30l4TJGrSU2qbR5UPoeAoPpupTSh8llj2SPByVx6lydySZiMVGshOLVP5y4A0dy7u+34F0Lhr8hXS+R8au9tMB5S4/LrSx3h3kX+FfYSMEwKcv6PqXQWd0I9rU7UYIQCj44XY+H9woryUD6Vyle4b0zg0LW0b/QkAIlI+AdLx8HuWkUPKQE+06+pJM1MEnUXmDgJmfPsD8lO/yaAPS6Yy+R3pnMQ153NLLR6LkjLaIbXMAXjTO6Pk23avX0hAwikuyQt+4bLZdowzvJikIASFQIQLS8QqZtiLJkocVwa20aclEpYw7NtmXGP5DyO6lI79E5DdE+7gTzxUKRkDOaMHMyUka7h5xqwJj6E2ufCCcQc7oDQ76FQLVISAdr45lqxIseVgV3iobl0xUybZDEw2Z5Ttt+FwoH6H6Aof0CSKdUL4TJvmRQdRT2AABOaMbgF5wl1TcBwH6qOQMckZvcNCvEKgVAel4rZxbh27Jwzq41tyqZKJm7h2QdjidfMmjfRkpt99yzhr94tUDQlbckOWMFseS7QiCQvONpe9wV+mZpQLHfMjbKnVoC68tqn8hIAQKR0A6XjiDMpMnecgMeAXdSSYqYJJIPEHAzFP5jCifG+ULirio8gnpdiEFpwolIyBntGTubEAbLkSNMkOJudWBTqn7fVH3eAPq1KUQEAJzEZCOz0VwX/UlD/vi5xKjkUwsgaLayIEA56ro52fI7FPEd4h8YREXVuicNp93wb9C4QjcLpw+kbcBAlDmk+8yQdn5IDiDnNEbHPQrBKpGQDpeNfsWJ17ysDik1TcomaiehUcZAJ8P/cYdLGSX32vnjr73iFwdPZnTumV1XAYCWhktgw+lU8FnRd9CwfmCIwUhIAT2h4B0fH88nTMiycMc9PZZVzKxT75WOyo4nFz9vAjNTZH2AXl0QkMv5ax2zHsl/HyvA9O40hHgdgdEvo2MCt4EHHPvPSO3PSgIASFQMQLS8YqZtwLpkocVQK28SclE5Qw8EPnGCb2CzPJGSShwLmvfeRLKV1ohCMgZLYQRhZBBxW234kLBef4akXvx2/RCaBUZQkAIpCMgHU/HbM81JA975u60sUkmpuGmWtsgwDfpdp4N5U0VpF/2zF0p4woFIXAGWrifmgzjscLBEYAC248EW2V9A9nQnaWDy4WGvx8EpOP74eUSI5E8LIHivtqQTOyLn3sfDeSVu/f4bhN+8eEKkfPXztwV5fjZF27bpd/DMtzK+w/ie8xz+UkjhcwIgCdf0OUvckYzA6/uhIAQEAJCQAgIASEgBISAEBACR0bAOqPapntkKdDYhYAQEAJCQAgIASEgBISAEBACGyEgZ3Qj4NWtEBACQkAICAEhIASEgBAQAkLgyAjIGT0y9zV2ISAEhIAQEAJCQAgIASEgBITARgjIGd0IeHUrBISAEBACQkAICAEhIASEgBA4MgJyRo/MfY1dCAgBISAEhIAQEAJCQAgIASGwEQJyRjcCXt0KASEgBISAEBACQkAICAEhIASOjICc0SNzX2MXAkJACAgBISAEhIAQEAJCQAhshICc0Y2AV7dCQAgIASEgBISAEBACQkAICIEjIyBn9Mjc19iFgBAQAkJACAgBISAEhIAQEAIbIdA6o2dnZ9defL8RTepWCAgBISAEhIAQEAJCQAgIASEgBHaAAHzMS8/PvMawLji0M3PwkCdeuLq+vn7npelUCAgBISAEhIAQEAJCQAgIASEgBIRAFAJwROlrNs6nV+Hd/wEvftYECQC1PQAAAABJRU5ErkJggg==\n",
       "text/latex": [
-       "$$\\left [ \\rho, \\quad \\rho u_{1}, \\quad \\frac{\\rho \\left(9 u_{1}^{2} + 3\\right)}{9}, \\quad \\rho u_{0}, \\quad \\rho u_{0} u_{1}, \\quad \\frac{\\rho u_{0} \\left(9 u_{1}^{2} + 3\\right)}{9}, \\quad \\frac{\\rho \\left(9 u_{0}^{2} + 3\\right)}{9}, \\quad \\frac{\\rho u_{1} \\left(9 u_{0}^{2} + 3\\right)}{9}, \\quad \\frac{\\rho \\left(9 u_{0}^{2} + 3\\right) \\left(9 u_{1}^{2} + 3\\right)}{81}\\right ]$$"
+       "$\\displaystyle \\left[ \\rho, \\  \\rho u_{1}, \\  \\frac{\\rho \\left(9 u_{1}^{2} + 3\\right)}{9}, \\  \\rho u_{0}, \\  \\rho u_{0} u_{1}, \\  \\frac{\\rho u_{0} \\left(9 u_{1}^{2} + 3\\right)}{9}, \\  \\frac{\\rho \\left(9 u_{0}^{2} + 3\\right)}{9}, \\  \\frac{\\rho u_{1} \\left(9 u_{0}^{2} + 3\\right)}{9}, \\  \\frac{\\rho \\left(9 u_{0}^{2} + 3\\right) \\left(9 u_{1}^{2} + 3\\right)}{81}\\right]$"
       ],
       "text/plain": [
        "⎡           ⎛    2    ⎞                      ⎛    2    ⎞    ⎛    2    ⎞       \n",
@@ -467,9 +467,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAxIAAAA1CAYAAADVhd3YAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAUR0lEQVR4Ae1djZXWthLd5VDAAhWEdACkgiQdQNIBdAAlcEgHhAryoAOgAt5LB5tUEHY74N3rSD769Mm2bEu2JF+d48+2LI9m7mhkjf6+y2/fvl0oCAEhIASEgBAQAkJACAiBHAhcXl6+Ad0rHA9x/IXjFdqftzg3HY4g96UciabLsIQTAkJACAgBISAEhMBuCJjG9Fu0N+lAXOD+PU4Pcf94N6Y2yPgoct/ZAEtlIQSEgBAQAkJACAgBIXBMBJ56Yr/G/SM0tDk60XI4hNx3oMgbHN+8g0NQCkJACAgBISAEhIAQEAJCYC0CrtNgpzS5cWvpl/q+K2PVcsNPeOP5CvQdbu4a5J/h/Kejha/OtS6FgBAQAkJACAgBISAEhMBsBDCF6XvvpUfm/r9efFO3DcrNkaS3jpKox3fWkfjLzl1zEuhSCAgBISAEhIAQEAJCQAikRICzXg6x2NoDrWq54SdwRMWOqnCtyxXlu+MJqVshIASEgBAQAkJACAgBIZAcAU6PAdFPaJT+lpx4wQRblluORMEFT6wJASEgBISAEBACQqAFBNCYfg45ruBEvGhBnlgZWpdbjkRsSVA6ISAEhIAQEAJCQAgIgdkIoDH9E1763joRvMdh10rMplfLC0eQW45ELaVRfAoBISAEhIAQEAJCoDIEjMPAKU1fcP2UB65f4ej+V6IycaLZPYrcl0DkBseP8BLdXZuigVJCIUAEYDDsbfgZxz84fsDxWmUKKCgIgY0RGLNFPOPiOE4v4C4q17DRfp6yefY34r9DfL+gDvcKGyEwpruNWFA2CxAY01utNpdSJtBiO7NbmOvCi3qGbdCiwlHlphLGZA8pCek5ovTZ7toUSqM4IRCFAAoTexr6eY+mMH5G3L0oAkokBIRAEgQibPENPt4vjI3y32V7RwLXdv7yiROBtC/x7AEOdhI8wPvsSVRIjECE7hLnKHIpEIjQ22ybI1+gy0Ya32UH3aYhtUyQoYq2wFHlZuGKkH2wDMqRGIRGD2IQQOHjEOVTVBTuPtHcG/oKz35C/KcYOkojBITAOgSmbBHUOY3gfyYX/neQP62ADZYTewVNOhe988A8cLyHXfN9hUQITOlO9WgioBOTmdIbsltic3Qg7GLkh4lZniSXQ6bJTAtIcFS5Cf2U7FP1j9ZIFFCAY1iAovmPgm9xfDTns2HCGDoZ0rwDTY5IuOGJuSmFR5c3XQuBVQhUbItf8UH43Qj/C85/eEDQbj96cRx96OPw/gfc05mo0rYr1p2nlnJvC8Y4B2hT37/ZNgcb+xMHHQmOGO4RkstEIVAuXpqy0Z33EGwizyxyG9kfQfa+Hp3gY4/HU7KP8qQRiVF4ynhI4wMnb1G5dD2IuGcFw6lDj/fkEHxwXQQbFP/x+LA7MWjdjQeMbutGoGZbRP1xS/Qdu7VOBeNos7TlfkQCcbxnj+hXHG4gHdo+nYpqQs26qwXkUjHOgR9knfz+zbW5HHzOoZlLJtAtemQzo9y7ji7F6D5G9ik6GpGYQqiM55w+5Ab+TTk93M2HPV0mcN1Nj7CVpfPsV1zr39IdQHTZDAIt2CKnMNE+O8fCaIaNolvEuc6/rV/cdExOx+I+LyoLLeiudMhLxTgHbnO+f7E2l4PPOTRzyVT6yGYWuVmf4thzdClG93NkD9KTIxGEpchI+1Enc/bD7sbtwTQbH30PJhmAc0MPnAcLp4IQaBEB1+5qtEXap+swUEds6HBtE234OY4rXpvgj0gw2n1u09Vwrl13wrgcBOZ8/+ba3F5SJpfJ1CW0O78eYd3J/EoIyeUuQahIHubIHiR5JxiryKIQgEfLP3FxG+yslBi6D/+/l9v+OpVD/2E2cZx29YKe+LYcKTchkB+BRmzxZJE17JYfkic4bDzrG+sgEdT7/HGCf+88KveyEd2VCzA4KxHjHIAt+P5Z2+rYibC5HGyP0swok20juHUKeaFjsXtdklHuUbxLeLhA9iDbd4OxiiwdAa6ZeOV97LfmmY0PBm4lye0hGbhz0zPwJSeig0M/B0CgRlvkNIN3jt2ykcP1VtzQgbZsF2Hbxo8/+sD7Fmy8Rt0B+qpCCRjnAGzu9y/W5nLwGkszt0x0HPzg1y3+8y3uc8u9hQxL85grezAf/SFdEJZyI/GhZ8Xc/2fDXpyCj7fI+wmchl0XfO8lv/IVAkewRch4DU1zhLEfEUXcN8Td27kjY1UBPILuVgGU4OVSME4gyhkJyJb9+4c82MjjJivu1upnvKSKyCUT6HIGBbed5kin7ZzgFEr+SR3/uNb9L5tU4kTTySW3ywDy2FSXbt5j12tlx/vU7WdNbRpDubBnUJr9wyi7x/SeHIa2j9yTH+UtBDZD4EC2yAZTv94JcnMx7YfKnQjVo5ktpTD7yCHtFt+/rXvrc8lknQdfnlJGNnPJnaPcpaaZRHY5EqnVkokeKmZ6tPToOyeC9zjoDc4KeId7wL+c9ZKXGO9zziMrgb6X0kuiWyHQLAIo/0lskQCttcfctmh6C6+RD6c9cTT0Z8T1jkVtSoYMSXQHOqpHB5SfCuMB8quj1+oO72f9/pE+DjrwtDdev8ex6ps9BRrzRJos33TT6UBnIrQeYtU6T/C9yg5zyj2F+Zrna+Vm3illv7tGGL27DQJQOB0GViqvWYBMrnQo9vqgs9Lh9pEtzJM2cOokBKYROKItGmdiGpzCUxxRd1urpECMc0CQ9fsHe2Oje+tZB1llgjx2ZLPrfDTtmBJGNnPLbcufPxpj4/c8J5NdjsSeaozPm38+x4J48k+XxtOPp5IoJfJlZbDJvM1ELIuMEEiFgGwxFZLb05Hu8mNeFMY5xG3x+5dbJtD/Dc6D+4/WXOe5V0doXyxyyw2Z2VjnQnuOhHajSzh/IR447xpSyj7LkQAoBIP7jf+D4wccXCiTpVd6LC88Y6Oa81zZmL12lWKe/Y347xB/i/MuISX/kOPeLkIUnmlKjPcQdWv+jW0cxm5idDoXE9liDKrp0qS0EekurJetMZ5rc2GuFVsbArC/3RvPW2MGmfcYXdpazC4/rpx/BIG5B/TggTScWsMdBLo0uKZTcWPvU56n8rJ8hHhAHOcSgp1zWRDPKUIfQ89SxiGPUazwvMMR5zMMETfIfwoeQZ9To16moLUnDciQHGODPelSB29yyrcH/8hzUbnDe9XaDXjvdGnPvk6XYuLTWXqP/Juwx6Xyj70HbJLb+Fh+c561orc9MEaeu9ZDrehuTnltNe1RdVmK3OCDbYObqBEJ9CDwY/cUhdGdzsJFMlfszUB8skW3U3khT3p43EqMgUNjvHcDR0xO+AFNCmvnHHKoKVvIwX82ZislnANj0GRP/QOUZQ5D2kWw73GffPh1D/6RJ8v9oexmSqdLMGHZUMiPQA4byc91XTnsgfESm8M7m32/69KguBUC5SAwOSIBVpnmORpV/YgF7tmbzv3E6WD08WuvQW80Lzzn3Do7KsK0J73r5v2TOCc9eeZUqGT8+rRM/oNY4fka/qN7hpEPe/PYcPSPa8QRNz+e92w4T2KDdNR71BFDb24a5J28jIAmcaFT3MtvZOz15T5bc70H/8izl8Pkf2IjoTgrI55VaTfge1SneL4Gk2hbJI4IWewRdKPsMFc6W0ZSn8Fvchs3ehgdofLlyKU3w0u07ny+UtzvgTHyXGNzs+qhXLoD3Wi95UibQvc+jRx8zqHp8+Pfg9Yh689cchPfFPoBDX4HWVd3P4NTm/DcOgx9BWCY6Kbg4PlDX+lL7+fkFUqLOApFhILymHeyORKGPvOfxCqUFnFB/k08dz3gsYp/vF/1VArwH10eQ2kRd4Yx4rjm5qzcII4GktpR3pV/yHOWP+LOMHFt2Lyzqty59PzrEE9Mg3BWx4TSIu6Mf8RF6zSWpuGJeSWxRUOvanv0dZniPqQPg9Xi8mDe56hjP2UR18Q+qvPEl8u8e+KM+2lKvgf/Z/WAwWgTjEP5I+7Mjl0MzTur6yHQkc05HWYuxrVdH1WXpcgNPmizN3fwMxW66UMoYP7C5V/xIrcA9acWTdEbez4nL05hYv4uX6wcbxGXZQH4GOPmWRb+KQ8OTs062bUpgp8Wk+TA2E53c8sSsfuK435iEPfm/yh2M0en0ZjIFhNbQ5hcDhthTpy2+NFmCV1+wDX3oafTebSwN8bRNnc0xUheIVAbAjGOBBvnoTUH9ERYGaUMc/Ji/r7DwMqp+4MTfBye7/CBqJ3/lLrMRSsnxnQc/JC6kbE3/0ezmxidloiJXw6PdJ/cRsy3gM6lXx7YecD8jhb2xlg2d7QSJ3mbRWDUkXAqX9u7x0WobFixZ/wFe+csMozH8Q0H59rPDoYu85nMyxA/GQnB+6wYn+Cw8fwXaH4kogLzx1Et/1FC7pyoAozvexCd3NfOv5HN2kd3C5lat5sTHUJo/544JMWkA/agPwXbiP2u+N8EOhahMlGsBhvBWDaXoIStLQsJWBAJIXBxdwIDNjIYXqDAcu4kA3dueuY6EYxkox1pWDmwQc41An6FzWRjITovQ4TD1O8cvpj3YxxvTNwfJl3UqXb+o4TcOVHBGNuPGp1kN/C+d5Zr598IdhS7idJpDkzcAnS064JtxKrCH5FgvG/3Nm2R50YwTloPFamoDZhKUBY24FJZtI7AlCPBqUKcn8+P8uSfiSDd92jEcyHTkjA3LzoqoalVobgofmrnP0rIhImga/by2W11SfkRDu4RzrnHwVAixuDJOsGhnsluqpwVpgH+D2E3M3WaHBNbXko8L7HbOXKUaCMO/7Rx6tuGkM3bZ5ucl+ijdoxpnwA39K0OxW2ih5yZLNFxLD8ry0JsNmfpcsp0lllBEa3JDXmuAC93xbL1Itt1r1CubGdcFPrcmWZolyM+m7UzBdL3u2KAkX4rzalrvDc7ryma/nPkQSdndNeHwvnnqM0o/77M/j3eZ6E52VXKTxNzDxosbN0fC9n0uCe+3G7nZPtb+9ye8by4MgKeOOLWy4NryhLc0QXxVfNv9RB7NliMlrsDYrLaFok/QhJ7nKHLxXYbm4eRqygbMTiHdmZj3Mm2zzFyptIb6CzWB95tGmNfD5B38vvtvxO6T6W7EO1Q3Bodh+iF4paWhRCtmLgtZIrko8n6c0r2VGXY0GHbu2+zGd0ybrKdiDTsPB7etcl4XVTSyUJr3A8G49n8M5hg4MGSvAZIBaNJHwe3bKTXxev3OOxUrf4dxFHe4vjvGUxwgQLKXa1uE5Bipc4F7Tx3AXTtSASHrYOhVIzBO0fcrsEfp8axnPyMuLPesdr5DyplIBKyVm03sTodEH+TaPCYyh5j+V1kt7HEma5EGyHOYI09bKERiJNRR8owFRLqbZE+joCx1UFsPWTTT50T6m4qK/t8kY7ty1PnpWVhiu7E86wyTeTdP25Nl71gExcJ5X7HrEDvd5slrllPst3PdlBUGJvaxJ4Sbq/azxGPoPgL0k9OgQrQWZJXgEw4ygDjTsEJJ7y4KJJ/h1k6OqUElgt+nENOSSjO8l0sxpFlt3b+rR4mzy3YTaROJ7EIJCjJFgPsDUYttdtBgoEHpdoIO5PYOdB1jqEBxsbQB5SRsfoqIF7SqKX6OAzGM+qhpIpJSGypjmNZWFoWYumH0uWWKZRnCXGtyc06kDL5gc4EO9tj2s0Xl0jIIYwfYawhYniksDcC7JEBD+zl53QKXrPn/0vGRhLIzw/mw2x39Oo93PmU9IYQKBOBWmxxDnpHslvIyo/jA4MPh+6jPpRz8FybtnZ91IDxWh2tfb92HYfkb1GmkJx+XK1yg292hrH9/wn1INco9wHPWE9yRIK7nw6ulUA6Tm36LEeih04XaxAwhZJb/7KHb3Bq05o89K4QEAJpEZDdpsVzLTXpYy2C5b/foo5blCmmJNUuN/inI8GZR9zxtA+IpxNBZ4JTvAeXNyBd50jc6d/UhRBYgAAKEufRs9DRiWCBe72AjF4RAkJgQwRktxuCHZGV9BEBUuVJWtRxizLFFLOG5ObMEToDfuDsFwbOgJkMciQmIVKCMQQ47MURCBz8f5FrHH/DyGwhHHtVz4SAENgJAdntTsAPZCt9DADTUHSLOm5Rppgi14rckIOzRz6hzcbRhy7gmusm7CjEVxM9etLUplF49HAuAiiEHCpj+A6FdM9FjP9yoV8hIAQmEZDdTkK0aQLpY1O4d8msRR23KFNM4ahdbvBP54E72nHdBJ2IX3HQuXiMdtzg+mm8p6lNAElhIQIoQJzSFBr24laKLIwalViIrV4TArkQkN3mQnYZXeljGW41vdWijluUKaZMtSo3nAWubf0dx2/GcbBtu8GF1i5ed90bXQuBGQhwGhP3jL+HgqeRhxnAKakQ2BEB2e2O4Aeylj4CoDQW1aKOW5QpptgdRW46EtFbY2uNREzRUZoQAnQeuG2Y70RYT9bOsQu9qzghIAT2QUB2uw/uQ7lKH0PItBPfoo5blCmmxDUlNzqC+afCNziurPC45nQlHtG7b2pEwqKn81wEzgoZCiDn2dGReBFwMObSV3ohIATSIyC7TY/pGorSxxr06ni3RR23KFNMaWpNbjoQ/fQl41Dw367Zhuvjp4DRYusphPR8EAEUOq6D4D/F2kAn4g0KoEYjLCI6C4HCEJDdlqUQ6aMsfeTgpkUdtyhTjO5bkxvycPt+Bjsq8T62DYd3u8XWciT+BVC/QkAICAEhIASEgBAQAkJACEQgYB0JrZGIAEtJhIAQEAJCQAgIASEgBISAEDhFQI7EKR66EwJCQAgIASEgBISAEBACQiACATkSESApiRAQAkJACAgBISAEhIAQEAKnCNhdm/jnYtzWyoav2nXHQqGzEBACQkAICAEhIASEgBA4LgLwE7gg+76DADfYubCLre1qbfuc/253ts2VfaizEBACQkAICAEhIASEgBAQAsdAAI4Ed3h66Ul7+39sK/RI5RNVIwAAAABJRU5ErkJggg==\n",
       "text/latex": [
-       "$$\\left [ \\rho, \\quad \\rho u_{1}, \\quad \\rho u_{1}^{2} + \\frac{\\rho}{3}, \\quad \\rho u_{0}, \\quad \\rho u_{0} u_{1}, \\quad \\rho u_{0} u_{1}^{2} + \\frac{\\rho u_{0}}{3}, \\quad \\rho u_{0}^{2} + \\frac{\\rho}{3}, \\quad \\rho u_{0}^{2} u_{1} + \\frac{\\rho u_{1}}{3}, \\quad \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right ]$$"
+       "$\\displaystyle \\left[ \\rho, \\  \\rho u_{1}, \\  \\rho u_{1}^{2} + \\frac{\\rho}{3}, \\  \\rho u_{0}, \\  \\rho u_{0} u_{1}, \\  \\rho u_{0} u_{1}^{2} + \\frac{\\rho u_{0}}{3}, \\  \\rho u_{0}^{2} + \\frac{\\rho}{3}, \\  \\rho u_{0}^{2} u_{1} + \\frac{\\rho u_{1}}{3}, \\  \\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho}{9}\\right]$"
       ],
       "text/plain": [
        "⎡                                                                             \n",
@@ -509,9 +509,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left[\\begin{matrix}1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 1 & -1 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 1 & 1 & 0 & 0 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & -1 & 1 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & 1 & -1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & 1 & 1\\end{matrix}\\right]$$"
+       "$\\displaystyle \\left[\\begin{matrix}1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 1 & -1 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 1 & 1 & 0 & 0 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & -1 & 1 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & 1 & -1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & 1 & 1\\end{matrix}\\right]$"
       ],
       "text/plain": [
        "⎡1  1  1   1   1  1   1  1   1 ⎤\n",
@@ -550,9 +550,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left[\\begin{matrix}- \\frac{2 \\rho u_{0}^{2}}{3} - \\frac{2 \\rho u_{1}^{2}}{3} + \\frac{4 \\rho}{9}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{2} - \\frac{\\rho u_{0}^{2}}{6} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho u_{1}}{3} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{2} - \\frac{\\rho u_{0}^{2}}{6} + \\frac{\\rho u_{1}^{2}}{3} - \\frac{\\rho u_{1}}{3} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{0} u_{1}^{2}}{2} - \\frac{\\rho u_{0}}{3} - \\frac{\\rho u_{1}^{2}}{6} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2}}{3} - \\frac{\\rho u_{0} u_{1}^{2}}{2} + \\frac{\\rho u_{0}}{3} - \\frac{\\rho u_{1}^{2}}{6} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} - \\frac{\\rho u_{0} u_{1}^{2}}{4} - \\frac{\\rho u_{0} u_{1}}{4} - \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} + \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} + \\frac{\\rho u_{0} u_{1}^{2}}{4} + \\frac{\\rho u_{0} u_{1}}{4} + \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} + \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} - \\frac{\\rho u_{0} u_{1}^{2}}{4} + \\frac{\\rho u_{0} u_{1}}{4} - \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} - \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} + \\frac{\\rho u_{0} u_{1}^{2}}{4} - \\frac{\\rho u_{0} u_{1}}{4} + \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} - \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\end{matrix}\\right]$$"
+       "$\\displaystyle \\left[\\begin{matrix}- \\frac{2 \\rho u_{0}^{2}}{3} - \\frac{2 \\rho u_{1}^{2}}{3} + \\frac{4 \\rho}{9}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{2} - \\frac{\\rho u_{0}^{2}}{6} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho u_{1}}{3} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{2} - \\frac{\\rho u_{0}^{2}}{6} + \\frac{\\rho u_{1}^{2}}{3} - \\frac{\\rho u_{1}}{3} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{0} u_{1}^{2}}{2} - \\frac{\\rho u_{0}}{3} - \\frac{\\rho u_{1}^{2}}{6} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2}}{3} - \\frac{\\rho u_{0} u_{1}^{2}}{2} + \\frac{\\rho u_{0}}{3} - \\frac{\\rho u_{1}^{2}}{6} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} - \\frac{\\rho u_{0} u_{1}^{2}}{4} - \\frac{\\rho u_{0} u_{1}}{4} - \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} + \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} + \\frac{\\rho u_{0} u_{1}^{2}}{4} + \\frac{\\rho u_{0} u_{1}}{4} + \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} + \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} - \\frac{\\rho u_{0} u_{1}^{2}}{4} + \\frac{\\rho u_{0} u_{1}}{4} - \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} - \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} + \\frac{\\rho u_{0} u_{1}^{2}}{4} - \\frac{\\rho u_{0} u_{1}}{4} + \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} - \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\end{matrix}\\right]$"
       ],
       "text/plain": [
        "⎡                            2         2                           ⎤\n",
@@ -625,9 +625,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left[\\begin{matrix}- \\frac{2 \\rho u_{0}^{2}}{3} - \\frac{2 \\rho u_{1}^{2}}{3} + \\frac{4 \\rho}{9}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{2} - \\frac{\\rho u_{0}^{2}}{6} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho u_{1}}{3} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{2} - \\frac{\\rho u_{0}^{2}}{6} + \\frac{\\rho u_{1}^{2}}{3} - \\frac{\\rho u_{1}}{3} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{0} u_{1}^{2}}{2} - \\frac{\\rho u_{0}}{3} - \\frac{\\rho u_{1}^{2}}{6} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2}}{3} - \\frac{\\rho u_{0} u_{1}^{2}}{2} + \\frac{\\rho u_{0}}{3} - \\frac{\\rho u_{1}^{2}}{6} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} - \\frac{\\rho u_{0} u_{1}^{2}}{4} - \\frac{\\rho u_{0} u_{1}}{4} - \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} + \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} + \\frac{\\rho u_{0} u_{1}^{2}}{4} + \\frac{\\rho u_{0} u_{1}}{4} + \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} + \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} - \\frac{\\rho u_{0} u_{1}^{2}}{4} + \\frac{\\rho u_{0} u_{1}}{4} - \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} - \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} + \\frac{\\rho u_{0} u_{1}^{2}}{4} - \\frac{\\rho u_{0} u_{1}}{4} + \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} - \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\end{matrix}\\right]$$"
+       "$\\displaystyle \\left[\\begin{matrix}- \\frac{2 \\rho u_{0}^{2}}{3} - \\frac{2 \\rho u_{1}^{2}}{3} + \\frac{4 \\rho}{9}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{2} - \\frac{\\rho u_{0}^{2}}{6} + \\frac{\\rho u_{1}^{2}}{3} + \\frac{\\rho u_{1}}{3} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{2} - \\frac{\\rho u_{0}^{2}}{6} + \\frac{\\rho u_{1}^{2}}{3} - \\frac{\\rho u_{1}}{3} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2}}{3} + \\frac{\\rho u_{0} u_{1}^{2}}{2} - \\frac{\\rho u_{0}}{3} - \\frac{\\rho u_{1}^{2}}{6} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2}}{3} - \\frac{\\rho u_{0} u_{1}^{2}}{2} + \\frac{\\rho u_{0}}{3} - \\frac{\\rho u_{1}^{2}}{6} + \\frac{\\rho}{9}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} - \\frac{\\rho u_{0} u_{1}^{2}}{4} - \\frac{\\rho u_{0} u_{1}}{4} - \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} + \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\\\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} + \\frac{\\rho u_{0} u_{1}^{2}}{4} + \\frac{\\rho u_{0} u_{1}}{4} + \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} + \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} - \\frac{\\rho u_{0} u_{1}^{2}}{4} + \\frac{\\rho u_{0} u_{1}}{4} - \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} - \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\\\- \\frac{\\rho u_{0}^{2} u_{1}}{4} + \\frac{\\rho u_{0}^{2}}{12} + \\frac{\\rho u_{0} u_{1}^{2}}{4} - \\frac{\\rho u_{0} u_{1}}{4} + \\frac{\\rho u_{0}}{12} + \\frac{\\rho u_{1}^{2}}{12} - \\frac{\\rho u_{1}}{12} + \\frac{\\rho}{36}\\end{matrix}\\right]$"
       ],
       "text/plain": [
        "⎡                            2         2                           ⎤\n",
@@ -682,8 +682,8 @@
     }
    ],
    "source": [
-    "literatureVersion = sp.Matrix(discrete_maxwellian_equilibrium(stencil, c_s_sq=sp.Rational(1,3), order=3))\n",
-    "literatureVersion"
+    "literature_version = sp.Matrix(discrete_maxwellian_equilibrium(stencil, c_s_sq=sp.Rational(1,3), order=3))\n",
+    "literature_version"
    ]
   },
   {
@@ -713,7 +713,7 @@
        "<table border=\"1\" cellpadding=\"3\" cellspacing=\"0\"  style=\"border:black; border-collapse:collapse;\"><tr><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">order</td><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">0</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(0,&nbsp;0)&nbsp;&nbsp;x&nbsp;1</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">1</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(1,&nbsp;0)&nbsp;&nbsp;x&nbsp;2</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">2</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(1,&nbsp;1)&nbsp;&nbsp;x&nbsp;1</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(2,&nbsp;0)&nbsp;&nbsp;x&nbsp;2</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">3</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(2,&nbsp;1)&nbsp;&nbsp;x&nbsp;2</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(3,&nbsp;0)&nbsp;&nbsp;x&nbsp;2</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">4</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(2,&nbsp;2)&nbsp;&nbsp;x&nbsp;1</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(3,&nbsp;1)&nbsp;&nbsp;x&nbsp;2</td><td  style=\"background-color:Orange;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(4,&nbsp;0)&nbsp;&nbsp;x&nbsp;2</td></tr></table>"
       ],
       "text/plain": [
-       "<ipy_table.ipy_table.IpyTable at 0x7fd36422eb70>"
+       "<ipy_table.ipy_table.IpyTable at 0x7fe676bac470>"
       ]
      },
      "execution_count": 19,
@@ -743,7 +743,7 @@
        "<table border=\"1\" cellpadding=\"3\" cellspacing=\"0\"  style=\"border:black; border-collapse:collapse;\"><tr><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">order</td><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">0</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(0,&nbsp;0,&nbsp;0)&nbsp;&nbsp;x&nbsp;1</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">1</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(1,&nbsp;0,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">2</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(1,&nbsp;1,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(2,&nbsp;0,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">3</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(1,&nbsp;1,&nbsp;1)&nbsp;&nbsp;x&nbsp;1</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(2,&nbsp;1,&nbsp;0)&nbsp;&nbsp;x&nbsp;6</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(3,&nbsp;0,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">4</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(2,&nbsp;1,&nbsp;1)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(2,&nbsp;2,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(3,&nbsp;1,&nbsp;0)&nbsp;&nbsp;x&nbsp;6</td><td  style=\"background-color:Orange;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(4,&nbsp;0,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td></tr></table>"
       ],
       "text/plain": [
-       "<ipy_table.ipy_table.IpyTable at 0x7fd3642dd7b8>"
+       "<ipy_table.ipy_table.IpyTable at 0x7fe676a08588>"
       ]
      },
      "execution_count": 20,
@@ -773,7 +773,7 @@
        "<table border=\"1\" cellpadding=\"3\" cellspacing=\"0\"  style=\"border:black; border-collapse:collapse;\"><tr><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">order</td><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"background-color:#ddd;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">0</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(0,&nbsp;0,&nbsp;0)&nbsp;&nbsp;x&nbsp;1</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">1</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(1,&nbsp;0,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">2</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(1,&nbsp;1,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(2,&nbsp;0,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">3</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(1,&nbsp;1,&nbsp;1)&nbsp;&nbsp;x&nbsp;1</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(2,&nbsp;1,&nbsp;0)&nbsp;&nbsp;x&nbsp;6</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(3,&nbsp;0,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">&nbsp;</td></tr><tr><td  style=\"border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">4</td><td  style=\"background-color:Orange;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(2,&nbsp;1,&nbsp;1)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"background-color:Orange;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(2,&nbsp;2,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td><td  style=\"background-color:lightGreen;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(3,&nbsp;1,&nbsp;0)&nbsp;&nbsp;x&nbsp;6</td><td  style=\"background-color:Orange;border-left: 1px solid;border-right: 1px solid;border-top: 1px solid;border-bottom: 1px solid;\">(4,&nbsp;0,&nbsp;0)&nbsp;&nbsp;x&nbsp;3</td></tr></table>"
       ],
       "text/plain": [
-       "<ipy_table.ipy_table.IpyTable at 0x7fd3a3ba82e8>"
+       "<ipy_table.ipy_table.IpyTable at 0x7fe676bac390>"
       ]
      },
      "execution_count": 21,
@@ -803,7 +803,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.6"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/doc/notebooks/demo_stencils.ipynb b/doc/notebooks/demo_stencils.ipynb
index b61461b..a142c03 100644
--- a/doc/notebooks/demo_stencils.ipynb
+++ b/doc/notebooks/demo_stencils.ipynb
@@ -8,10 +8,8 @@
    },
    "outputs": [],
    "source": [
-    "from lbmpy.stencils import *\n",
-    "from pystencils.stencils import *\n",
-    "import matplotlib.pyplot as plt\n",
-    "%matplotlib inline"
+    "from lbmpy.session import *\n",
+    "from lbmpy.stencils import get_stencil"
    ]
   },
   {
@@ -32,6 +30,10 @@
    "outputs": [
     {
      "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle \\left( \\left( 0, \\  0\\right), \\  \\left( 0, \\  1\\right), \\  \\left( 0, \\  -1\\right), \\  \\left( -1, \\  0\\right), \\  \\left( 1, \\  0\\right), \\  \\left( -1, \\  1\\right), \\  \\left( 1, \\  1\\right), \\  \\left( -1, \\  -1\\right), \\  \\left( 1, \\  -1\\right)\\right)$"
+      ],
       "text/plain": [
        "((0, 0), (0, 1), (0, -1), (-1, 0), (1, 0), (-1, 1), (1, 1), (-1, -1), (1, -1))"
       ]
@@ -53,17 +55,20 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAARkAAAEHCAYAAACazDL8AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4zLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvIxREBQAAGq5JREFUeJzt3XmYW2Whx/HvO3tn2k6X0OkGpRtIUSggiGApQhEjXkEUhAfhggiICEXAqz6oF+8FFAVB2RTwehEpCiguSASFClxkX6rsLW1ZWkqb6TZtp53J5L1/nKSdzGQyk+XkbL/P8/DQSXJy3vYk3zlbToy1FhERt9R4PQARCTdFRkRcVefVjE0iWQscBhwMDAfMAA+1wFrgQRuPPVml4UkJTCI5HvgkMJPCr60eYDlwr43H3qrC0KREJpHcH5gHjGXg9yjAVuBp4H4bj3XmPIdX+2RMInkVzguyGNfYeOxGN8Yj5TGJ5HTgdmB0EZNtAU6z8dgL7oxKymESyS8CXytysueAU208ti17gyebSyaRnEnxgQH4kkkkh1V6PFIRX6C4wAA0A2e5MBYpk0kkG4FzSph0X2Bu7xu82iezb4nTNQGzKjkQqZh9Spxuv4qOQiplN5xfAqXIeX97FZnGMqZtqtgopJJKXaYNFR2FVEo577OcaT3b8ZvXBR/fmSX/aqK21vl59LgU//PMMm8HJSW769pRLLyrlXeWNPDhT3TwzVtWeT0kqYAHFozgN1ePpX1VPa1jU8y/ZhX7Hto50MP9FRmA0/9zNUefucHrYUgFjJ2Q4vj57Ty7sIWurYWOTEhQPPGXZm773k587acref+BW1mzctCG+C8yEh6HfXYTAK+/0ET7u3qthcGCH8Y47rx29jp4KwBtO6cGm8R/J+Pd/sMYx8+YznnzduGZB3UkScQvelKw7OUmNrTXcuo+Uzlpz2lcfd44tm4puJbqr8ic9p01/OLZpfzqxaUcedJ6LvvCZN5eXO/1sEQEaF9VS08KHr9vBD+89y2uW/gmy15u4tbLxxaazF+R+cBBW2kZaWloshx12kZ2m93JE4kWr4clIkDjMOfM3aNOW8dOk3oYPa6HY85ay/N/L/ge9Vdk+jEWfUpcxB9ax6YZPS6FKW4fvn8is3FtDY/f18y2TkOqG/5y2whee7aZA47Y7PXQpESpbtjWaUj3QLqH7ctWguujn9nAvb8YRfuqWja01/DHm0ez32GbCk3inz3+qW7DbVfE+MHZjdTUWCZM7eIbN69g11l6VQbVrZeN5bfX79hef+zekXzmnHZOv6Tdw1FJOf79W+1sXFfLmR+eSn2D5cB4B6d8c22hSfwTmTFtPdzwsD6RGyanX6KghE19A1xw7WouuHb1UCfxz+aSiIRSECOjPcEi/pbzHvUqMgN+zsHlacU9pS4XLU9/2lKpab2KzFMlTrcJeKmSA5GKyb9Me1K1rHpzV7q7BjqpstTXgrjrNWBjidPmLFNPImPjsTeBXxY7GXCljce6XBiSlO8WYGW/WzdvHEmqu4FN60flmWYdcJ3bA5Pi2XgsBXyf4ndPLAT+r/cNnl1+E8AkkrNxrvE7gsLX+G0HFtp4bEnO9MY0A9Zaq1VuHzCJ5HDgcJxr/NZj07Dgym/Q3TWSmtptnHjhpdQ39AApnGv8/tXGY+s9HLJkGGMagEZrbUfO7YnkVJxlOpaBV0oszmbvM8ATNh7ryXmOIH/vkjHmZuBE4KfAj621b3s8JOnFGHMo8CecC8V3AF+01t7p6aAkhzGmDfgycB7wD2vtUZWeRxCPLvX2e6AeOBd43RiTMMYcYkyR5z2LW74KZD/XMgK4yMOxSC/GmP2NMXfjrFH+B86lNu92ZV4BX5OpAVYA4zM3WWAz8B5wOXCHNqW8YYyJAW+TeynGTmBva+1ib0YVbZlNos8AFwNTcZZNdkWjAxhnrd1a6fkGek3GWpsGfsCOQ2YGZ9V8OvBjYLUx5kpjzC4eDTHKTqP/TsM6nFVzqSJjTJsx5rs4v3xvAvbEWXPJvv+7gJ+6ERgI+JoMgDGmFXgXGOgCVz3AS9bavas3qmjLbK6+A0zMc3cHELPW6ihhlRhjHgA+ysAfI9oKzLTWvuPG/AO9JgNgrd0ALMA5YpFPJ/pun2qbC4wscP8x1RqIAHA+zjlm+dYoLPCQW4GBEEQm40og36e1NwNHWGufqPJ4ou6rOJut+WgHcJVZa1/GOVVkA/1Dsxn4npvz98+nsMtgrX3VGPM8cFCfu1qARR4MKepeASZn/mxwvvjtRZxtf9Ay8cJrQPaESMuO89JWAY+5OePA75PJMsYcBfwa5zfoJuA4IJG5u1lHmbyR2T+TBiZYa/W9Sx4wxtSyY3dCHLgDaMVZiznPWvsLV+cfoshkD2ePBA631j5hjBkNZC+oo9B4QJHxVp/ATLHWvmWMmYWz9lKLS4etc8YQlsgAGGPej/N3+lev2xQaDyky3skXmF73zQRarbXPuD6OMEVmIAqNdxQZbxQKTLWF5ehSQdbadcCYzI9bjDH60jgJLT8FBiISGVBoJBr8FhiIUGRAoZFw82NgIGKRAYVGwsmvgYEIRgYUGgkXPwcGIhoZUGgkHPweGIhwZEChkWALQmAg4pEBhUaCKSiBAUUGUGgkWIIUGFBktlNoJAiCFhhQZHIoNOJnQQwMKDL9KDTiR0ENDCgyeSk04idBDgwoMgNSaMQPgh4YUGQKUmjES2EIDCgyg1JoxAthCQwoMkOi0Eg1hSkwoMgMmUIj1RC2wIAiUxSFRtwUxsCAIlM0hUbcENbAgCJTEoVGKinMgQFFpmQKjVRC2AMDikxZFBopRxQCA4pM2RQaKUVUAgOKTEUoNFKMKAUGFJmKUWhkKKIWGFBkKkqhkUKiGBhQZCpOoZF8ohoYUGRcodBIb1EODCgyrlFoBBQYUGRcpdBEmwLjUGRcptBEkwKzgyJTBQpNtCgwuRSZKlFookGB6U+RqSKFJtwUmPwUmSpTaMJJgRmYIuMBhSZcFJjCFBmPKDThoMAMTpHxkEITbArM0CgyHlNogkmBGTpFxgcUmmBRYIqjyPiEQhMMCkzxFBkfUWj8TYEpjSLjMwqNPykwpVNkfEih8RcFpjyKjE8pNP6gwJRPkfExhcZbCkxlKDI+p9B4Q4GpHEUmABSa6lJgKkuRCQiFpjoUmMpTZAJEoXGXAuMORSZgFBp3KDDuUWQCSKGpLAXGXYpMQCk0laHAuE+RCTCFpjwKTHUoMgGn0JRGgakeRSYEFJriKDDVpciEhEIzNApM9SkyIaLQFKbAeEORCRmFJj8FxjuKTAgpNLkUGG8pMiGl0DgUGO8pMiEW9dAoMP6gyIRcVEOjwPiHIhMBUQuNAuMvikxERCU0Coz/KDIREvbQKDD+pMhETFhDo8D4lyITQWELjQLjb4pMRIUlNAqM/ykyERb00CgwwaDIRFxQQ6PABIciI4ELjQITLIqMAMEJjQITPIqMbOf30CgwwaTISA6/hkaBCS5FRvrxW2gUmGBTZCQvv4RGgQk+RUYG5HVoFJhwUGSkIK9Co8CEhyIjg6p2aBSYcFFkZEiqFRoFJnwUGRkyt0OjwISTsdZ6PQZMIlkLmAHutjYe66nmeKQwY8xoYG3mx2ZrbWfO/YmkAWoBWLIIzj+ym/FTJnPLk+9lHpK28Vi6z3MqMD5WznvUs8iYRHJ34CLgQKBhkIdvBv4OXG7jsaTLQ5MhyBcak0geDXwB2J3sC9JaWPHGbozf9Q3q6rIvRAssA2638divFBh/MonkMODrwJHsWIMdSDfwJHCVjcde7n2HJ5tLJpEcDtwKHMLggQFoAY4CbnFzXDJ0/Tadbn/pCOAHwPsY+DdelgGmAd82f1z5WRQYv/oecCKDBwagHvgIcKtJJFt73+HVPplDgdElTLeHSSTfV+GxSIlyQvPI7x8gnR4sLn2fAB79/V2ZnxQYH8msCBxRwqQjgcN73+BVZHYpY9qdKzYKKdv20Ow0CVYunTnk0GQ3o2KTQIHxowlAXYnT5rxHvYpMOfOtrdgopCKstevYf96fgaGFJhsYgN33fVqB8aWKvUf9dQj70lPHc+L7pnPslBmctt9U/nBT6+AT9WeMaTDG7G+MKW71XUrX0NTNhKlLgNzQbEjWcMPX4bNTp3HyB6bxl9tGbA/M+ClLaRy2zbMxR5AxZt+KnHrw5qv1fGrSTC49dfxgD/VXZE64YC23vrCU3725hO/8cgV3XBXj5acahzq5MWa6MeZHwBrgCWAf18Yq/dXWpvuF5icXtFFXD7/85zK+eu273PTtCaxc6gSmrj41yDNKBRljJgPPAGuMMT81xuxZ8pNd/7U2pu25dSgP9VdkZuzVRUOTc0zdGIsxsGJpwaNPmbWW44wxTwAvAl/B2fnUgTatqq93aJa9NJOn/zaCo8+E5uGWcZN3Zu858MxD6xUYT9QAW3CO1p4OPGWMWWSMOaWotZsHFoygeWQPHzhoy1Bn6i8/Onccx0yeyZfnTmXUTikOPmpTvodl1lquwllr+TnwIaAJ51CaeCkbmvfegpoaaNsFVr05HYDpH2jnncVaRt6rA5qBvYDrGerazab1NdxxVYwvXb6mmBn5ywXXrmb+1av552PDWPToMOob+50tmFlr2RtnTWWgF+wIYKEx5m0XRytZ//2byUyanrvW2bUtxbDhO15jtXXd1NW3sqWjllVv7grAxrU7m0987JUqjjTKRuGsxfQ1PPP/04GTjTFvcN+a4/I+w8+/G+Ow4zcwfsqQ10T9FxmA2jrYZ24nD945kntuHMXx89f3ecR0nBO4mgo8Sw3OP6jOq6mGbZ2Q6s69raEROjfv+LknVc+WDmhqhlS3E6SubaBl5Bd1wFZgSt57X3u2kX/9o5kbHlle7JP6VzoF7y7Pt09mPPAx4ELgYJwzSPvuIN4AHGGtfdrdQQqASSTvAWZtv8Fa2Na5G+keeO9taMucOvHu8g6m7NHN5BnOx0Mmz1htrZ3jwZAjxxizC/Ay/ddmuoA08DxwJfAnnDOycz3/SDPJlfWcspez6buts4Z0Gs6e08iNj7450Hz9s0+mfVUtDywYwZYOQ08KHr+vmX/cN5LZc/rtXLLW9lhrE9baecAM4AogibOzV7yWPQ+mcRh88PBN/PFmGDl6OUsWwbMPjWDeCVpO/tCB88v4x8Asa+1B1trfWWu78z766DPXc8uTS7lu4XKuW7iceZ9bz+w5m7ns7ncKzcQ/azLGQOLWUfzs4jZsGsZOSHHqt1Yz99i8O36zrLUrgP80xvwXuWs3+bY9xW29T7QbP2Up869Oc8WXZnDK7CkMb01x0tfqGNYyhXR6MTU13l8CIHqacDaJtq+1DBiVvoa1WIa17Pi0dVNLmvrGNGPaCl4lwT+RGdPWw9X3l7yT1lrbAySAhDFmEs7nJxZVangyBH0DU1efojUG51wB43ddSl1dDz09Nby7bAYrl85k4rTF1PhnZToCVgCnAI9ba5eV/WynX9I+lIeFcglba1dYa39pre3yeiyRYdP9A5NPvxP2ekL5GvSjzG6GBRUJTBG8WsDpwR8yIK1i+4wxppZ/3HcMMLQzeXuH5qUnD/L6e50kr3LeoznTehWZ1R5NKxW2/YJTG5LFfVQgG5oN7eCDL5CTfpKU/gs95z3qVWT+jnPYrFir0H4W38i5ot3M2WcW/VGB2to0sw6Yn/lJofERG4+tA54qYdIU8FDvGzyJTOYSmucAxezofQU4o++1YcUb/S6Zed68m4EbgYJHA3vpBG5nTNv1+OCbKiWvC3EuqTnUNZqVwLk2HlvV+0bPLyRuEsnJOJ+hGPAixcB6G49pM8knCl2T1ySSDcBksh/3SHXD2XNe5fNf/whzP529PnMKWGnjsc5ez1nw4uTiHZNIjgZiDLxSYoFOG4/lXWnwPDISLMVe9DtzTZ80MMFau2qQxyo0IaTDhzJkbn+rgNffvS3uUGRkSKr1tSUKTfgoMjKoan8vkkITLoqMFOTVF68pNOGhyMiAvP5mR4UmHBQZycvrwGQpNMGnyEg/fglMlkITbIqM5PBbYLIUmuBSZGQ7vwYmS6EJJkVGAP8HJkuhCR5FRgITmCyFJlgUmYgLWmCyFJrgUGQiLKiByVJogkGRiaigByZLofE/RSaCwhKYLIXG3xSZiAlbYLIUGv9SZCIkrIHJUmj8SZGJiLAHJkuh8R9FJgKiEpgshcZfFJmQi1pgshQa/1BkQiyqgclSaPxBkQmpqAcmS6HxniITQgpMLoXGW4pMyCgw+Sk03lFkQkSBKUyh8YYiExIKzNAoNNWnyISAAlMchaa6FJmAU2BKo9BUjyITYApMeRSa6lBkAkqBqQyFxn2KTAApMJWl0LhLkQkYBcYdCo17FJkAUWDcpdC4Q5EJCAWmOhSaylNkAkCBqS6FprIUGZ9TYLyh0FSOIuNjCoy3FJrKUGR8SoHxB4WmfIqMDykw/qLQlEeR8RkFxp8UmtIpMj6iwPibQlMaRcYnFJhgUGiKp8j4gAITLApNcRQZjykwwaTQDJ0i4yEFJtgUmqFRZDyiwISDQjM4RcYDCky4KDSFKTJVpsCEk0IzMEWmihSYcFNo8lNkqkSBiQaFpj9FpgoUmGhRaHIpMi5TYKJJodlBkXGRAhNtCo1DkXGJAiOg0IAi4woFRnqLemgUmQpTYCSfKIdGkakgBUYKiWpoFJkKUWBkKKIYGkWmAhQYKUbUQqPIlEmBkVJEKTSKTBkUGClHVEKjyJRIgZFKiEJoFJkSKDBSSWEPjSJTJAVG3BDm0CgyRVBgxE1hDY0iM0QKjFRDGEOjyAyBAiPVFLbQKDKDUGDEC2EKjSJTgAIjXgpLaBSZASgw4gdhCI0ik4cCI34S9NAoMn0oMOJHQQ6NItOLAiN+FtTQKDIZCowEQRBDo8igwEiwBC00kY+MAiNBFKTQRDoyCowEWVBCE9nIKDASBkEITSQjo8BImPg9NJGLjAIjYeTn0EQqMgqMhJlfQxOZyCgwEgV+DE0kIqPASJT4LTShiowxZqwxZlyf2xQYiZzBQmOMGW2MaavGWEITGWOMAR4DXjTG7Jq5TYGRyBooNJlfxM8B/8y8R1wVmsgABwKTgbHAk8aY6SgwEnF5QjMFeBKYBAwDPun2GIy11u15VIUx5g/AvwEGSLMjoApMlRljTgXmZH8ETgN+DWzJ3LbIWvsTD4YWWcaY0cDazI/dQH3mz09baw9wdd5hiIwxZiLwBtDU6+Y0sBHYx1q73ItxRZUx5hF2RCaf1621u1drPLJ9E+kZYCLQexOpEzjAWvuiW/MOy+bSV3B+Y/ZWA4zE2XTatdoDirgfAR0D3LcZuLqKY4m8TGCeBMaTGxiABuAiV+cf9DUZY0wjsBonKPlY4Dlr7QerN6poM8bU4yyTUXnu7gTarLUDRUgqzBjzZ+BI+gcmayswMbP/puLCsCbzOfL/Pbpw/vEeBOZXdUQRZ63tBm7CWQa9pYHfKjBVdzFwL7At819fFjjDrZkHek0mc9j6VWC3Xjdvzvz/FuAa7Y/xRmYT9RVy95NtBuZaa5/1YkxRl9l3eQ7O7oUaYHivu9cAE6y1PZWeb9DXZA4Edsn8eROwHLgQZ3X8fAXGO5l/+74xWanAeMdau9JaezEwDjgbeA0n/BYnOK4czg56ZM4EGoG/AZ8Cpllrf2at3Vx4MqmSK9mxA3gzzg5h8Zi1dpu19lfAHsA84I8476Oz3Zifp5tLJpGMAR8Cmul/dCjLAuuBx208tilnemMmAE3W2mWuDlSGzCSS78fZfK1jW2ct15x/M+meFkxNF2ddegajx20FeoBlwPM2Hgvu9nqIZDalGvqu/ZtEsgX4MDCagd+j4Oz/fN7GY2/3e26vImMSybOA8xn62lQXcJGNx+53b1RSKpNIjgBuBvbJuWP9mhibNoxhWMtGxk5Y1WeyxcCpNh5LVmmYUgSTSB6Gc7pB02CP7eVu4Ns2Hktnb/Bkc8kkklOBC4qcfwPwfZNINrozKinTF+kbGIDhreud/4/Kd3h0Js7rQHzGJJL1wBUUFxiAzwKH9r7Bq30yhc4GLaQZ2LeSA5GKyb9M6xpSTJ7xOo3D8h06BfiIe0OSMuzNwOeeDSZnmXoVmRFlTFvqX1zcVepy0fL0p3KWS860dWUOpFT9dyB9epeZOT93bTMcccJ6zv/x6kGnFT/ov1y6thquPm8cLz7ewqaNtbTt3MXJ30hy8Cd19C+oViyt49oL21iyaBh19ZYPHdnBuVetpq6+96NyXgteRaa/e95avP3PWzYZTpo1g0OO0ZmhQZZKQWxiiu//4S0mTEnx2L0tXHnORHadtYxJ01KDP4H4zrUXttE6tofbX3qDjnU1fPPYnfndDaM4fv76gSbx53kyC+8awYgxKfaZ2+n1UKQMzcMtp1/SzqRpKWpqYc7Rm9lpYhevPVvszkTxizXv1HPI0R00DrPEJvYw+5DNvPVawYMx/ozMQ3eNZO4xGzH+HJ6UqP3dWla91cDUWX0/0yRBcdQX1vHwPSPo3Gx47+06Xnikhf0OL7j567938bvL63j12WaOPHmj10ORCurugu+dMYFDjt7I1D0VmaCaPaeTtxc3ctz0mZy27zSmvX8rh356U6FJ/BeZ+381kt1mdzJ5erfXQ5EKSffA5adPoK7eMv+a97wejpQo3QPfOWEyB368g98tX8yCl5ewaUMNN35zp0KT+S8yD9/TymHHbfB6GFIhNg0/+NJ4NiTruOT2ldQ3eD0iKdWG9lrWvlfHsV9eT0OTZdROaY44YSPPP9xSaDJ/RWbRo02sW13HYcfrqFJYXHVuG++80cCld75DU7M+pxRko8f1EJvUze9/NopUN2xcW8ODd45kl90HOtES8NMhbIC/3tHK/vM6aBmpF2MYrFxWx0N3tlLXYDlpzxnbbz/rslV8/GT9Igmii3++kp9dPI4/3DSGmhrLHgd08uUr+p7LlsNfkbnoBm2vh8nEqSnuW/O618OQCtp9v2386C/9PmldiL82l0QkdBQZEXGVV5Ep5/C0Dm37U6nLRcvTnyr2HvUqMq96NK24p9TlouXpT6/hXJWyFK/0/sGryDxGaS+u+208tqLSg5GKuI3+X4EymDTwv5UfipTLxmOrcb5GpVirgT/3vsHLy2+2Ap/HuX5oC4Wv8bsOeBhYYOMxrV77lEkkZwPH41zxrr7AQ7PX+L3bxmNPVGNsUjyTSNYBJ+Jc6W4Mg1/j9zng9r4rAoH+3iUR8T8dXRIRVykyIuIqRUZEXKXIiIirFBkRcdX/A1FVTfNgUgL9AAAAAElFTkSuQmCC\n",
+      "image/png": "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\n",
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 216x216 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
    "source": [
-    "visualize_stencil_2d(stencil)"
+    "plt.figure(figsize=(3, 3))\n",
+    "ps.stencil.plot(stencil)"
    ]
   },
   {
@@ -81,18 +86,21 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 216x216 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
    "source": [
     "stencil = get_stencil(\"D2Q9\", ordering='counterclockwise')\n",
-    "visualize_stencil_2d(stencil)"
+    "plt.figure(figsize=(3, 3))\n",
+    "ps.stencil.plot(stencil)"
    ]
   },
   {
@@ -115,52 +123,45 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "metadata": {
-    "nbsphinx": "hidden"
-   },
-   "outputs": [],
-   "source": [
-    "plt.rcParams['figure.figsize'] = (11.0, 9.0)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
-       "<Figure size 792x648 with 1 Axes>"
+       "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
    "source": [
-    "visualize_stencil_3d(get_stencil(\"D3Q19\"), data=list(range(19)))"
+    "ps.stencil.plot(get_stencil(\"D3Q19\"), data=list(range(19)))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
-       "<Figure size 792x648 with 3 Axes>"
+       "<Figure size 1152x432 with 3 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
    "source": [
-    "visualize_stencil_3d_by_slicing(get_stencil(\"D3Q19\"), sliceAxis=2)"
+    "ps.stencil.plot(get_stencil(\"D3Q19\"), slice=True, sliceAxis=2)"
    ]
   }
  ],
@@ -181,7 +182,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.6"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/doc/notebooks/demo_theoretical_background_generic_equilibrium_construction.ipynb b/doc/notebooks/demo_theoretical_background_generic_equilibrium_construction.ipynb
index cd92dff..69450a0 100644
--- a/doc/notebooks/demo_theoretical_background_generic_equilibrium_construction.ipynb
+++ b/doc/notebooks/demo_theoretical_background_generic_equilibrium_construction.ipynb
@@ -6,21 +6,15 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import numpy as np\n",
-    "import sympy as sp\n",
-    "import matplotlib.pyplot as plt\n",
+    "from lbmpy.session import *\n",
     "\n",
     "from pystencils.sympyextensions import prod\n",
-    "from pystencils.stencils import visualize_stencil\n",
     "from lbmpy.stencils import get_stencil\n",
     "from lbmpy.moments import get_default_moment_set_for_stencil, moments_up_to_order\n",
     "from lbmpy.creationfunctions import create_lb_method, create_generic_mrt\n",
     "from lbmpy.quadratic_equilibrium_construction import *\n",
     "from lbmpy.chapman_enskog import ChapmanEnskogAnalysis\n",
-    "from lbmpy.moments import exponent_to_polynomial_representation\n",
-    "\n",
-    "%matplotlib inline\n",
-    "sp.init_printing()"
+    "from lbmpy.moments import exponent_to_polynomial_representation"
    ]
   },
   {
@@ -61,12 +55,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAq0AAAHvCAYAAAB+JOZRAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzt3XmYHXWB7//Pt/d0Ognd6aQhKwmBoCyOLLJMGBnESOP2qNcroIZnGHwuXA0CN6CgY2bUEQZkEbwgir9RcWRcWET8BUWBICjiiBkgSAgha3dn6XRCd9Lpve4f1evpqnPqrPWtqvfreXwMvdT5npP6Vr1PpaqOcRxHAAAAgM3Kwh4AAAAAkAnRCgAAAOtVeH3RrGmvkfRuSbMlmZKOCIivLknPOs2NO8IeSLGYNe2Nks6WdFjIQ4HdHEl7JD3uNDceCnswYTBr2islvUfufpYDSMCYTknPOM2NranfMKnntA4H692SzizN2IBEaZe0wmlu3BT2QArNrGk/XNJ9khaEPRZExnOSLktauA4H6x2Szgl7LICldkn6pNPcuHX8F73e3b1fBCtQLI2SVoU9iCK5XAQrsnO6pA+GPYgQvFsEK5BOk6QrU7/oFa1NxR8LkGizwx5AkbDtQC7iOh/SYa4AmU2aJ17ntHIOK+LtqQfq9PzjU9XZUa6r79ylhqbBEi8zrnMsrs+rsIqx/tk2HuZDJpzDCvuFv22YNE+8zmldKekzeQ8MGFHqnXTblgo1NA2qekr6mxCvfbBO5RWOln3gYMEee/wy21vLNaVuSFOnp45jvdPc+OGCPaYlzJr2e+RehIUgirH+ebF/PtzlNDd+o2CPGQFmTfs/Sro27HHAMuwrU8fxF6e58YLxXwj+bq+7y+iCpUfpgbtmFGK8uu2K2bps2UJd+Z75+tTpR+qFp6b4/uyLz9bo3tUzC/K4xbJvd7m+suKInH63r8fors/N0hXnLtDKcxboug/P1d62cs+fjeJrcfZHDujab+3Suy/o1Ct/rMl6eSPrytXnzdfKcxbo4Xv818GhQenFZ6ZknIT9fdIffzVVp5zbnfV4gi6zcc6gnn54WsGWH1VhbjuKIZv56ief9Y/5EF9J38/msx+Vgs9NG56rxL4yh21D8Gi9/5YG/e37OrX1r9WBf+eGSw9Xyxuet9XS1g3Vuv67rbr9V9v1ocs69NQD/gP+6R0N+tDl+wM/bi7SjTWI+tmDmlI3pA0veL8+6ZZ/8+VNOmzWgO74zTbd+cQ2XbRqr8p89oFRfS0yrfiZ1pUvfr9Vtz62Xf/2yHb95j9n6MVnvCf0b386Tcee0pN2fEOD0t2fn6ULV3WoptZ7wmb7Gvgts6zc0Y7XKwMvJ47C3HbkqlDz1Uu+6x/zIb6ivp8t9n4002MEnZuF2o+yryz5tiFYtO5tK9eWV6v18Ws7tGNj8MmUzq5tVZq3pF+S9Nq6Gi09yfvFO9hp1LWvXDMPD3aY/LJlC0f/fPPlTXrl+fzHG3SZp557UGsfym4Huv65Gu1pqdRFq/aNfu2EM3tUP3vy843qaxFkxU9nb2ul5i5y15XaOkennntALz/nfcRg/R+maOGx/WnH+5M76vXGyzX68e0NvhM6nWyWeezJPXr20alZP0ZchLntkAo/B7KZr36Pne/6x3yIJ5v2s7bsO7IRdG567Udteb7sKzNuG4LV8X03ztTF17WroWlQb3Zk989gXtq2VKinu0yr3jtf+9vL1XjEgK68fbfnz255pVqNc/o9v+e13IamgdH/3rahWktO7Mt7rEGXOf+YPv36/ulZLf93j9TpjPO7Av1sVF+L8Svp8gvf1InL0r+7S33M+qYBmXHvrw68Wa6mBd6vQ/eBsR/0G+9b39GrC67a5/XrgcaTzTJnzR1Qy6aqnB4rDsLcdhRjDgSdr+ke+4Kr9uW1/jEf4smW/axN+45sBJ2bqftRm54v+8qM24bM0br11Uq9sHaq2ra4C+vqKNeelnKtf26K5wnDXfvKtPrCuZKk1s1VuuHSKlVVOTrtvC597Er3cPzGddU647xOXXvPLjlD0jXvn6cXn6nRict6Jp2IPN7ggPTZ5ZPvA3ny3x/UP/zTXr32Qo0WHef+Jff1SkNDUlWNox2bKvX9r86UKZNWfn23ptUPBR6r3zJffKZGP7plps75aKeWX+ROFMeRzLgLYYMsv7urTIuO8z5ymu61yPR6LD6u15rXwm8nHXRdWbC0d/R3nCFp/XO1al7R5nnS+uDA2F+A33j95PMa+KmqcdTTncwrhf22HW2bKyetL1L+247U9TCb9TXo4/vN16CPnU6+88HreTEfosGm/axt+9Ggj+E3NzPtR216vuwrM24bMkfr977aqBsf2q45i9xivu2K2dr0UrXO/sgBnf2RA1r7YJ1e+WPN6FVl0+qHdOtj2yW55zqsuL5dcxcPTFjm5vXVOupt7pMZGHDfDcxodFe21OW+/exu7Wlxz3Mor5C++cQ237G2bKrUEUe67yqe/Nk0zVvivrN57AfTdfmNe7Tj9UqtfahO77ukM/BY/ZZ54rIe9fV2qGPX2Gu4Y2OV5h8z9m4qyPKXntSjPz0+Vcsv7JIpk9pby9XdVaYFS/vTvhaZXo8f3Vxv1WvhJei6suit7kQcHJDuXd2oeUf3avHxfVp8fN+kdbCyamxS+I3Xb2OUz2vgF0IHO8s0oyHcWxqFxW/bcfp53ZPWFyn/bUfqepjN+hr08f3ma9DH9ltPsnn+fvNB0qTnxXyIBpv2s7btR4M+ht/czLQftfH5pmJfOSp9tL70+xoNDZnRiSRJTfP7teUVd8czcsLwFbd5/5ODny1/rVbLpir9/tFpGhwwOv/i/RPOrRi/3JpaR9PqB7W3rVwzj0j/hN521iHdff1stW6uUtvmSi092Z2wnR3lamgaVF+P0bqna7Maq98yvTz/+FR94NLsTu5uXtGpza9U64pzF6is3FFVtaPPfmPs3WCSXgsvW/5arR2vV+vZX0xTX5/RSWcf1LXf2jn6/dR1sH72gPp6papq//H6bYyC8FumXwht21Clt5yWqI+olJR525GrTNuO8bJZX4PKNF8zPbbfehJUpvmQivlgP9v2s1Hdd6Sbm+n2o1F9vqkSsq/M/T6tQ4PSN6+ZpQ9dvl/zjw52nmUQXst98ZkaPf/rqbr0y3tzWua9X5qpD396v1o2VWrrq1VZvfDp/Ndvp6hjV4WWX9SlfbvLdeeq2frSD9oKsmyJ1yITr9dn47oq7dtdoXcs9w+jW1fO1tV37tbOrRX69Y+ma8V1HQUZz/jXYMTD98zQ8o93qrZu/ETjPq1er1UhBF1uMR4/zMf2W3Y05gP3afVj0342qvuOXPejUX2+XqK7r5x0n9bcb9WQzwnD2S535H+5Om9Fp+75wixJ0qdvyu7dqp/N66v00N0N6usxmrOoX8ef0VPwFY/XIj2v1+fov+nT2gfTn8w9vX5QHbvKtadl4onihdbd5b4eEychvNaXUi63GI9frOeU7xiYD9Fm0342qvuOXPejUX2+XmK0r+QTsRA/A/3S0KDxPel7x+uVuu9G98bSn75pt6Y3DOX9mJvXV+ne1bPU12N08RfadfwZPeo+YHwmIUdak8prPSk2++cDR1qBMNi/bZh0pJVoBUqPaAXGEK0AvOTxMa4AAABASLyitfTnYgHJEtc51pv5R4BJ4jof0uEOCkBmk+aJV7T+lyTuowcUzx/DHkCR/CHsASByBuXuc5LmL5Ly+9QlIP6eS/3CpHNaJcmsaV8u6YuSZkkyk34AQC66JP1c0r86zY2xvILarGn/tKRPSjos7LHAao6kPZK+5jQ3Phb2YMJg1rT/naR/kdQkTtUDxuuS9FOnufGm1G94RisAAABgE97dAQAAwHpEKwAAAKxHtAIAAMB6RCsAAACsR7QCAADAekQrABSRMeZfjTGOMeaDYY8FAKKMW14BQJEYYyok7ZZUL+lpx3HeGfKQACCyONIKAMVzvqSK4T+/wxizMMzBAECUEa0AUDxXS5o2/Gcj6X+FOBYAiDROD4AnY0y5JMdxnKGwxwJEkTFmgaQNkmrGfXm/pFmO4wyEMyog2owxFcyf5OJIK/x8TdJ2Y8wVxpjpYQ8GiKD/Jffo6njlkt4bwliASDPGzDXG3CCp3RjzobDHg3BwpBWehq90/pmkXrlvbu6TdIvjOK+FOjAgAlIuwEr1O8dx/q7EQwIixxhjJJ0h6fOSlst9E1gh6SjHcbaEODSEhCOt8POopH2SpkqaIukSSf9tjHnaGNNsjGHdAfyNvwAr1alckAX4M8ZUG2NWSHpV0q8lvU9StaQqSU8QrMlFeMCT4ziDkr4uqXv4SxVyz807S9JPxKkDQDrjL8BKxQVZgIdxpwDslvR/JR0j98DJyGk2ByTdENLwYAFOD4AvY0y9pFZNvJBkvIPi1AFgAp8LsFJxQRYgz1MAJPeoqpetkhY5hEticaQVvhzH2Sfpx5L8dqycOgBM5nUBViouyEKipTkFwC9YD0q6gWBNNo60Ii1jzPGSnpcbp0EckNQp6d8kfc9xnM5ijQ2wTYYLsFJxQRYSxxgzV9JnJP1vuQfO6gL+6kFJTY7jHCzW2GA/joghLcdxXpb0cha/UidpjtxbZu00xtxjjDmmKIMD7NMs/wuwUnFBFhLBuM40xjwiaZOkqyRNV/Bg7Zf0XYIVRCuC+FdJXVn+TuqpA18p+KgA+/wf+V+AlapM0mVFHAtgi19KelyZTwHwMyjptkIPCtFDtCKIRyX15Pi7FZIcSX8q3HAA+wxfgHVaFr9SJemy4VMKgDh7bvj/M53r7ecZbnMFiWhFAB63v8rGIUkXOo7zSGFHBVgnyAVYqbggC7HnOM6XJd2s3PYh3OYKo7gQC4EEuP2Vl5Fg/XlxRgXYIcsLsFI94zjOWQUeEmAdY8w/S7pGUm0Wv8ZtrjCKI60IJMDtr1IRrEiSbC7ASnUKF2QhCRzH+Wdld8SV21xhAqIV2fi63Ks4MyFYkTTZXICVqlxckIWEyCFcf1i80SBquAAAgTmO87Ix5mVJp2b40SmSHivBkABbHJTU5vO9SkmNknbKvSjRS3kxBgVY6tuSVmf4GW5zhUk4pxVZMcZ8UO7HtnodVTok93ylbw7/d43jOL2lGhtgI2PMSZL+LKmMf+ZE0hlj5khqGf7Pr0m6Ut7nuPZIegt3DcB4HGlFtkZuf5UaraOnBBhjfilps6QeYwzhCgBIDdapjuN0G2P65X1xFre5wiSc04qs+Nz+asI5rMMbmkXD3+sxxmR7I2kAQIx4Bavke44rt7mCJ6IVufiOxtYdz4uuCFcAgOQfrCM8wnWvpCdLNkBEBtGKrI27/dWQ0twlgHAFgGTLFKwjxoWrxG2u4IMLsZATY8wMSXMdx3klwM8eKfccV4mLs5AwXIiFpAoarCm/c7KklxzH6Svq4BBJRCtKgnBFUhGtSKJcghXIhNMDUBKcKgAAyUCwoliIVpQM4QoA8UawopiIVpQU4QoA8USwotiIVpQc4QoA8UKwohSIVoSCcAWAeCBYUSpEK0JDuAJAtBGsKCWiFaEiXAEgmghWlBrRitARrgAQLQQrwkC0wgqEKwBEA8GKsBCtsAbhCgB2I1gRJqIVViFcAcBOBCvCRrTCOoQrANiFYIUNiFZYiXAFADsQrLAF0QprEa4AEC6CFTYhWmE1whUAwkGwwjZEK6xHuAJAaRGssBHRikggXAGgNAhW2IpoRWQQrgBQXAQrbEa0IlIIVwAoDoIVtiNaETmEKwAUFsGKKCBaEUmEKwAUBsGKqCBaEVmEKwDkh2BFlBCtiDTCFQByQ7AiaohWRB7hCgDZIVgRRUQrYoFwBYBgCFZEFdGK2CBcASA9ghVRRrQiVghXAPBGsCLqiFbEDuEKABMRrIgDohWxRLgCgItgRVwQrYgtwhVA0hGsiBOiFbFGuAJIKoIVcUO0IvYIVwBJQ7AijohWJALhCiApCFbEFdGKxCBcAcQdwYo4I1qRKIQrgLgiWBF3RCsSh3AFEDcEK5KAaEUiEa4A4oJgRVIQrUgswhVA1BGsSBKiFYlGuAKIKoIVSUO0IvEIVwBRQ7AiiYhWQIQrgOggWJFURCswjHAFYDuCFUlGtALjEK4AbEWwIumIViAF4QrANgQrQLQCnghXALYgWAEX0Qr4IFwBhI1gBcYQrUAahCuAsBCswEREK5AB4Qqg1AhWYDKiFQiAcAVQKgQr4I1oBQIiXAEUG8EK+CNagSwQrgCKhWAF0iNagSwRrgAKjWAFMiNagRwQrgAKhWAFgiFagRwRrgDyRbACwRGtQB4IVwC5IliB7BCtQJ4IVwDZIliB7BGtQAEQrgCCIliB3BCtQIEQrgAyIViB3BGtQAERrgD8EKxAfohWoMAIVwCpCFYgf0QrUASEK4ARBCtQGEQrUCSEKwCCFSgcohUoIsIVSC6CFSgsohUoMsIVSB6CFSg8ohUoAcIVSA6CFSgOohUoEcIViD+CFSgeohUoIcIViC+CFSguohUoMcIViB+CFSg+ohUIAeEKxAfBCpQG0QqEhHAFoo9gBUqHaAVCRLgC0UWwAqVFtAIhI1yB6CFYgdIjWgELEK5AdBCsQDiIVsAShCtgP4IVCA/RCliEcAXsRbAC4SJaAcsQroB9CFYgfEQrYCHCFbAHwQrYgWgFLEW4AuEjWAF7EK2AxQhXIDwEK2AXohWwHOEKlB7BCtiHaAUigHAFSodgBexEtAIRQbgCxUewAvYiWoEIIVyB4iFYAbsRrUDEEK5A4RGsgP2IViCCCFegcAhWIBqIViCiCFcgfwQrEB1EKxBhhCuQO4IViBaiFYg4whXIHsEKRA/RCsQA4QoER7AC0US0AjFBuAKZEaxAdBGtQIwQroA/ghWINqIViBnCFZiMYAWij2gFYohwBcYQrEA8EK1ATBGuAMEKxAnRCsQY4YokI1iBeCFagZgjXJFEBCsQP0QrkACEK5KEYAXiiWgFEoJwRRIQrEB8Ea1AghCuiDOCFYg3ohVIGMIVcUSwAvFHtAIJRLgiTghWIBmIViChCFfEAcEKJAfRCiQY4YooI1iBZCFagYQjXBFFBCuQPEQrAMIVkUKwAslEtAKQRLgiGghWILmIVgCjCFfYjGAFko1oBTAB4QobEawAiFYAkxCusAnBCkAiWgH4IFxhA4IVwAiiFYAvwhVhIlgBjEe0AkiLcEUYCFYAqYhWABkRriglghWAF6IVQCCEK0qBYAXgh2gFEBjhimIiWAGkQ7QCyArhimIgWAFkQrQCyBrhikIiWAEEQbQCyAnhikIgWAEERbQCyBnhinwQrACyQbQCyAvhilwQrACyRbQCyBvhimwQrAByQbQCKAjCFUEQrAByRbQCKBjCFekQrADyQbQCKCjCFV4IVgD5IloBFBzhivEIVgCFQLQCKArCFRLBCqBwiFYARUO4JhvBCqCQiFYARUW4JhPBCqDQiFYARUe4JgvBCqAYiFYAJUG4JgPBCqBYiFYAJUO4xhvBCqCYiFYAJUW4xhPBCqDYiFYAJUe4xgvBCqAUiFYAoSBc44FgBVAqRCuA0BCu0UawAiglohVAqAjXaCJYAZQa0QogdIRrtBCsAMJAtAKwAuEaDQQrgLAQrQCsQbjajWAFECaiFYBVCFc7EawAwka0ArAO4WoXghWADYhWAFYiXO1AsAKwBdEKwFqEa7gIVgA2IVoBWI1wDQfBCsA2RCsA6xGupUWwArAR0QogEgjX0iBYAdiKaAUQGYRrcRGsAGxGtAKIFMK1OAhWALYjWgFEDuFaWAQrgCggWgFEEuFaGAQrgKggWgFEFuGaH4IVQJQQrQAijXDNDcEKIGqIVgCRR7hmh2AFEEVEK4BYIFyDIVgBRBXRCiA2CNf0CFYAUUa0AogVwtUbwQog6ohWALFDuE5EsAKIA6IVQCwRri6CFUBcEK0AYivp4UqwAogTohVArCU1XAlWAHFDtAKIvaSFK8EKII6IVgCJkJRwJVgBxBXRCiAx4h6uBCuAOCNaASRKXMOVYAUQd0QrgMSJW7gSrACSgGgFkEhxCVeCFUBSEK0AEivq4UqwAkgSohVAokU1XAlWAElDtAJIvKiFK8EKIImIVgBQdMKVYAWQVEQrAAyzPVwJVgBJRrQCwDi2hivBCiDpiFYASGFbuBKsAEC0AoAnW8KVYAUAF9EKAD7CDleCFQDGEK0AkEZY4UqwAsBERCsAZFDqcCVYAWAyohUAAihVuBKsAOCNaAWAgIodrgQrAPgzjuOEPYbAzJr2KknzJU0Jeyyw2qCkFqe5sTPsgaC0zJr2akkLJBX3vNPH75+jB+/6lSTpX+4/SbPn9fv+7P23vkVPP/QT3fnECaqo9F/mM4/M0n/c/IQk6frvnqr5x/QUdMyTdUna4TQ3Dhb5cWAZs6a9UVKTJBP2WGA167YRkYlWs6b9cEn3yd0hAZn0S1rpNDc+GfZAUBpmTft8uduII0rygAN9Fdq5bbEkae7ijTJl3hvT3p5q7dmxUHOPek3GpxEG+su1c+tRkqQ5izeqzGdZhfcXSf/oNDceLNHjIWRmTfunJK0KexyIjOckXeY0Nx4KeyBStE4PuF0Eq90cR+rprpEdb4QqJd05fEQByfBNlSpYJamiakCHL3hDktTyxtFyhnI7ahVesErS2yV9sYSPhxCZNe1nyJZgtWt/AX+nS7om7EGMiFK0Lgl7APDR31epfbtnqfWNJWpvXaDeQzVhD2lYpaQjwx4ESubokj9ivuEabrCOOCaEx0Q4Sj9H/BzYf5jaWxeobctRenNvgwYHysMeEnxZs95UhD2ALERprPHnOFJ31zQd2F+vgf5qOY67szZlQyGPLBXrTXKEs9MbCded2xar5Y2j054qMJ4dwSoxR5LErr9rYxwNDZbrwP6ZOrB/pqpqulV32D7V1Hb7nkqDMFiz3lgzEBTIUw/U6fnHp6qzo1xX37lLDU2FPYG6v69SB/Yfpu6uGZIkx0l/tL4Y4yn2cwSylW24pgbr0w9NZZ4gsUYOevQemqq+nlqZsiFNnb5PdTPeVHlF6ddb2+YO+9FRUboQa524a0Bwax+sU3mFo2UfyP8CC7+jqpK0d6c0vV6qHL5Y25QNaebhO1RTO/HK50KOx2uZ7a3lmlI3pKnTU1foi53mxucK9piwllnTviHsMXhenNXbU61X/2uhlp60UTW1TtojrMWcJ8ee0uMzR151mhs/WLDHg7XMmvZLJH0u7HFIkrr2HabOjlkT9ifjGeOup2EefS3GfPTStqVCDU2Dqp6SPsjC24++4DQ3Xliwx8xDlM5p9dbdZXTB0qP0wF0zCrK8266YrcuWLdSV75mvT51+pF54qrSh3NdjdNfnZumKcxdo5TkLdN2H52pvW3b/7NnfJ/3xV1N1yrnZ3+Nx5Plffd58rTxnoX56xzy1vrFE+/c0qb+vZsIGZmhIev2/x4K1GOMJuszGOYN6+uFpBVs+4qNY2wh3jizQw/eMLdfrHNehQXeeVE9JH6zFnifMEfixcT/qOEaOY9R7aKo6ds7N6txXu/ajE7cRqYYGpRefmZIxWNmPSopDtN5/S4P+9n2d2vrXwtyXceuGal3/3Vbd/qvt+tBlHXrqgcL/Bd5w6eFqecP71IybL2/SYbMGdMdvtunOJ7bpolV7VZbFXBsalO7+/CxduKpDNbXekyDd4299tVqr7npTn/u20VV3VOnJB2r1+otlnqcBvPCEdORbizuebJZZVu5ox+tpboSJRMplG5F2jmyo1he/36pbH9uuf3tku37znzP04jNjFx+mhuvTD03VkW+VBgf8g7VU84Q5Ai/FmCOF3I86jhk993Xn1sXa0zJXX7tknnZssnQ/mmEbMd5vfzpNx56S/p7M7EdHRTta97aVa8ur1fr4tR3asbEw0bprW5XmLXFvFP7auhotPcl/Zbps2cLRP998eZNeeT6/Max/rkZ7Wip10ap9o1874cwe1c+efK6J32P/5I56vfFyjX58e4PvJPEycgeA9tYpqqltVH9fjapqjN52lrTpJe/f2fjfUtP8sf/+yoqxP4+MKdfxjPB6nn7LPPbkHj376NSsHwPxVYxtxN7WSs1d5G4jauscnXruAb383MQjSePD9cVnG9U0X9q59Sh9ZcVYsBZi3o4IOk+YI0gV9n50/H7jvhulra/6L3f80dfBwVp17Fw46ehrmPvREUG2EaPj/cMULTx27MNJstnnBRWj/Wi0L8S678aZuvi6djU0DerNjvyvHG7bUqGe7jKteu987W8vV+MRA7ry9t2+P9vQNDD639s2VGvJiX15Pf7vHqnTGed3BRqn32NfcNU+XXDVPr9f9bRr2wIN9Fervc2ofrY0/s3MoS6p1ufWlz3jTqvZu1Oqny05Q2Vqb12gra9KtdOm66wPSGd9QJJqJE1Xy6bJyxnoN2pvmSalvIHcu1M6rNGoZZN7u42tr5q0yxzod3+mZdOs0WXcuvJJc/6fbLujAYrhOx47hR993ej9lzg6dGCx3tw7ti5lknadnGXUunlsOfv2GM08wlHLpsn3BDbGUc9BM/q79bOlts3u7ftG1ueWTSrZPPGaIzteP8qc/wk+XCAJ3vOJCv2Pz0w8ilaMOdLTbXR18zHq7JAamqSPrnTUsqlpws85jhmdEyNaNklzFgd/PkNDE+88MGtuS2j70fHLrW8akBl3TPDAm+VqWuD9qXndB8Z+0G9Mb31Hb17jyWaZs+YOqGVTVU6PVQLRjdatr1bqhbVT1bbFfXG7Osq1p6VcbZsr9aNbZuqcj3Zq+UVjK+7ggPTZ5ZM/nODkvz+of/invZKkjeuqdcZ5nbr2nl1yhqRr3j9PLz5ToxOX9ejFZ2omLPe1F2q06Dj33WNfr3t+Z1WNox2bKvX9r86UKZNWfn23ptW7wdS1r0yrL5wrSWrdXKUbLq1SVZWj087r0seu3C9J6u4q06LjJr8bDPrY6aR7/Hd+yJ00OzZKc48a+x3HkTa8IF2y2j3a+st/l05vlt7x7uHXdNxQt78mzR/e1g30u//0UFFpfG8c3X1Auuta9887t0o7txpVVklvf6f0ro+5X9+2wV2m45hAy6yolHq7lXLXX6usAAAfgklEQVTerS33jEWxpa4Xu7ZLL/1e2r3dXR8697mBOdAn/fw7UpmRPna1VFvn/nyQdXL7a+4cGVnHHEfa8GfpktVGe1q8lzsyT0bmSND1OeiYspkn3nOkXFJtkJcYETc0NHGe+M2RvW2Tt/dS8Dly6rukFde7j3XbSun1F42OOmHyfsRrv1FZJbW3Bp2jUmWV0dvf6aj5Yvc5hLUfHdmPb1xXrQVLe0d/xxmS1j9Xq+YVbZPGIEmDA2NzMdsxBRlPtsusqnHU023tv8JHN1q/99VG3fjQds1Z5L6DuO2K2dr0UrVOP69bfb0d6tg18bmVV0jffGJb2mVuXl+to97m/uUODLjvjmYMf+buict6Jiy3ZVOljjjSfef05M+mad4S9x3aYz+Yrstv3KMdr1dq7UN1et8lnZKkafVDuvWx7ZLcc09WXN+uuYsHJjz+0pN69KfHp2r5hV0yZVJ7a7m6u8oCP7ZfMGd+/P3q66lS25bDNW9JtYxxJ9LPvy3NWSQdcaT7U+/5hPTm3rHxjv8c9d3bpVnz3LsHvPJ8h+YfU6V5S3amHdPtv1ba1+Pph+q18C2DmrekU7/6j2maf8xUzVuy03PiS9Kbe8vU0DRT85bsGf3abY9x94CEmHT3gO/+8xG68eE9E7YRB/Yf0Mt/mKKVX9+vHa9X6rUXqkbnqJR5nfztjxt09N8Mad6S/RockO5d3aj5x1To1HN36t7VMycs97xPHtTOrUeNzpOROTJ38Ub9+v660fU53RwJMqZs5onXHJm35FXHcbh7QAJMunuA3xx554e6NXX6FHXsqtC8JROPWgaZI0tPGdS8JW+qv0/qPrBQR76lVfOW9GveEo0ud8bMcu3ePkuz5rnR9sKT0hGL3GX8/pfS/7xC2tMirVsrnfle9+u1ddKqu9w///tXHH3wU44WHOveGqui0h1HePtR1+b11Vr0VjdaR7YR847u1eLj3eWn9kll1VhAZjumIOPxW6bffvRgZ5lmNFh7+6toRutLv6/R0JAZnWiS1DS/X1tecaM1V1v+Wq2WTVX6/aPTNDhgdP7F+yecazLe2846pLuvn63WzVVq21yppSe7sdvZUa6GpkH19Ritezq7oxfNKzq1+ZVqXXHuApWVO6qqdvTZb+wK/Nh+wRxEVU2fWjb1a8frZfrzE1Jfb6VOOFNacb3/PUZmzHTfHVdUSse8Xbr/Vmn3DqP21lode8rBvMfk9zxTNz4jtm2o0ltOs+LzkRGydNuIfObolr9Wa8fr1Xr2F9PU12d00tkHde23dkqaOPf/8lSddm49XJI084hODfRP1ynvatE9X5yr3TuO1t62A1p6sruu5jNHpOzmCXMEI2zYjx5zknT/LdLuHe6busXHu1/v2i9Nq3evbt/w57GfH7kNVmX1IZWVSw1H7NRhjRMjLcz96Mjz99tGeKmfPaC+Xqmqujhjitl+NJrResKZPTrhzNYJX7vomtzO9xhv9Q/bAv/scaf3eB65nV4/qI5d5drTMvE8kvGuu9d7BS4rlz5z8x7P7wV57KA7Y7/HT33+fT1VOvBmvQ4dmD78lYkBe+q7pY3rpLec6t5F4Lp7JVPmaObh7aP3aQ0yJr/x+D1PP5teqtbyj2e3gUE8pdtG3PulmTnP0XTbiJG5v2tblabUNUhyL7p654enauO66Tr3goP6xq/fGL6Pa53mLnaXle+8zWaeMEcwIt/9aC5zJNWi4f1GqroZUtc+aX+7NKNRMmZIxki108eOqn7h//Nepm370UzO+Win1q2t1TuWd+c1poTsR6MZrelsXl+lh+5uUF+P0ZxF/Tr+jPS3kij0cs9b0al7vuBe5PDpm7wv4irWYwcJ5mxU1fSpoWaXhmbt1oY/H6bf3D9Tfb1lmjVHWnScNG+JtO7p9Mso9Jj8dHe5r01tXTQ+LQPhKcYcHVnut66frcGBafrYlWN3CTjqhH69MXwHDq9PzmKOwDal2I82NPWMnnqW6sz3Sj/7pvvnT3yuW/VN+zRl6sG8PlwgrP1opjEc/Td9Wvtg+guf2EaM4hOx4mTH65W678aZktyd8fSGwl81n3r0daDfaGjIPXlemvyJWMUY0+b1Vbp39Sz19Rhd/IV2HX9Gj7oPGJ+JxjmtCRH6J2L5fXBAb0+1dm5ZqMMXbhy9gfj4T85yhrbohze5R2YLOW9T58niE3p95gifiJUQkfhELK+jqqVUiv1oKvciNON7gVT4+1FrPhGLaEVuhobM8Ee7NmhwoHJ0w+P3Ma7hIVoTItRoTfdJV7091dqzY6HmHvXahCNFXh/5Gg6iNSGsjdbx56rWHZb/UVUUmjXRGqXTA6y9mi2Rysoc1c3oVN2MzglHX50h226VwXqTHIOS8r9fc7bSBWs6XqcKhBOuzJHkKO1Ry0wcx6isbCi0o6oIypq/lyhF62ZJJ4Q9CHgYf+5r76Epqp5iy1HWQUnBT0BH1G2WtKSkj5hrsI6wI1zfKPHjITybwx7AqKkz3lRFVZ9qars5qmo9a7YRth0VS+cqSa0ZfwrhKStzNGWqLRugQUlXO82Nk291grhaKam9ZI+Wb7COGP+Rry1vHC1nqJQTaL2kL5fw8RAip7nxd5L+b9jjkGTb/gL+/iLpprAHMSIy57RKklnTXitpsfj0FqQ3IGm709yY+bYniBWzpr1O0iIV+/z3Pz/ZqPtu+KUk6fP3/p0OX9Dr+7O/uHepfvuTH+iW//80laf5x63f//II/eQbD0uSVv9wmepne9/bsnC6JL3hNDf6jx2xZNa0z5fUpGgduELpvSl3G1HsbVFgkYpWAAibMWaOpJbh/5zqOE7aG7EbY06S9GdJZU6GDa4x5kiN/RNujeM4BCUADONdFgAElG2wZstxnC1yjxRLUo8xprqQyweAKCNaASCAYgfrCMIVALwRrQCQQamCdQThCgCTEa0AkEapg3UE4QoAExGtAOAjrGAdQbgCwBiiFQA8hB2sIwhXAHARrQCQwpZgHUG4AgDRCgAT2BasIwhXAElHtALAMFuDdQThCiDJiFYAkP3BOoJwBZBURCuAxItKsI4gXAEkEdEKINGiFqwjCFcASUO0AkisqAbrCMIVQJIQrQASKerBOoJwBZAURCuAxIlLsI4gXAEkAdEKIFHiFqwjCFcAcUe0AkiMuAbrCMIVQJwRrQASIe7BOoJwBRBXRCuA2EtKsI4gXAHEEdEKINaSFqwjCFcAcUO0AoitpAbrCMIVQJwQrQBiKenBOoJwBRAXRCuA2CFYJyJcAcQB0QogVghWb4QrgKgjWgHEBsGaHuEKIMqIVgCxQLAGQ7gCiCqiFUDkEazZIVwBRBHRCiDSCNbcEK4AooZoBRBZBGt+CFcAUUK0AogkgrUwCFcAUUG0AogcgrWwCFcAUUC0AogUgrU4CFcAtiNaAUQGwVpchCsAmxGtACKBYC0NwhWArYhWANYjWEuLcAVgI6IVgNUI1nAQrgBsQ7QCsBbBGi7CFYBNiFYAViJY7UC4ArAF0QrAOgSrXQhXADYgWgFYhWC1E+EKIGxEKwBrEKx2I1wBhIloBWAFgjUaCFcAYSFaAYSOYI0WwhVAGIhWAKEiWKOJcAVQakQrgNAQrNFGuAIoJaIVQCgI1nggXAGUCtEKoOQI1nghXAGUAtEKoKQI1ngiXAEUG9EKoGQI1ngjXAEUE9EKoCQI1mQgXAEUC9EKoOgI1mQhXAEUA9EKoKgI1mQiXAEUGtEKoGgI1mQjXAEUEtEKoCgIVkiEK4DCIVoBFBzBivEIVwCFQLQCKCiCFV4IVwD5IloBFAzBinQIVwD5IFoBFATBiiAIVwC5IloB5I1gRTYIVwC5IFoB5IVgRS4IVwDZIloB5IxgRT4IVwDZIFoB5IRgRSEQrgCCIloBZI1gRSERrgCCIFoBZIVgRTEQrgAyIVoBBEawopgIVwDpEK0AAiFYUQqEKwA/RCuAjAhWlBLhCsAL0QogLYIVYSBcAaQiWgH4IlgRJsIVwHhEKwBPBCtsQLgCGEG0ApiEYIVNCFcAEtEKIAXBChsRrgCIVgCjCFbYjHAFko1oBSCJYEU0EK5AchGtAAhWRArhCiQT0QokHMGKKCJcgeQhWoEEI1gRZYQrkCxEK5BQBCvigHAFkoNoBRKIYEWcEK5AMhCtQMIQrIgjwhWIP6IVSBCCFXFGuALxRrQCCUGwIgkIVyC+iFYgAQhWJAnhCsQT0QrEHMGKJCJcgfghWoEYI1iRZIQrEC9EKxBTBCtAuAJxQrQCMUSwAmMIVyAeiFYgZghWYDLCFYg+ohWIEYIV8Ee4AtFGtAIxQbACmRGuQHQRrUAMEKxAcIQrEE1EKxBxBCuQPcIViB6iFYgwghXIHeEKRAvRCkQUwQrkj3AFooNoBSKIYAUKh3AFooFoBSKGYAUKj3AF7Ee0AhFCsALFQ7gCdiNagYggWIHiI1wBexGtQAQQrEDpEK6AnYhWwHIEK1B6hCtgH6IVsBjBCoSHcAXsQrQCliJYgfARroA9iFbAQgQrYA/CFbAD0QpYhmAF7EO4AuEjWgGLEKyAvQhXIFxEK2AJghWwH+EKhIdoBSxAsALRQbgC4SBagZARrED0EK5A6RGtQIgIViC6CFegtIhWICQEKxB9hCtQOkQrEAKCFYgPwhUoDaIVKDGCFYgfwhUoPqIVKCGCFYgvwhUoLqIVKBGCFYg/whUoHqIVKAGCFUgOwhUoDqIVKDKCFUgewhUoPKIVKCKCFUguwhUoLKIVKBKCFQDhChQO0QoUAcEKYAThChQG0QoUGMEKIBXhCuSPaAUKiGAF4IdwBfJDtAIFQrACyIRwBXJHtAIFQLACCIpwBXJDtAJ5IlgBZItwBbJHtAJ5IFgB5IpwBbJDtAI5IlgB5ItwBYIjWoEcEKwACoVwBYIhWoEsEawACo1wBTIjWoEsEKwAioVwBdIjWoGACFYAxUa4Av6IViAAghVAqRCugDeiFciAYAVQaoQrMBnRCqRBsAIIC+EKTES0Aj4IVgBhI1yBMUQr4IFgBWALwhVwEa1ACoIVgG0IV4BoBSYgWAHYinBF0hGtwDCCFYDtCFckGdEKiGAFEB2EK5KKaEXiEawAooZwRRIRrUg0ghVAVBGuSBqiFYlFsAKIOsIVSUK0IpEIVgBxQbgiKYhWJA7BCiBuCFckAdGKRCFYAcQV4Yq4I1qRGAQrgLgjXBFnRCsSgWAFkBSEK+KKaEXsEawAkoZwRRwRrYg1ghVAUhGuiBuiFbFFsAJIOsIVcUK0IpYIVgBwEa6IC6IVsUOwAsBEhCvigGhFrBCsAOCNcEXUEa2IDYIVANIjXBFlRCtigWAFgGAIV0QV0YrII1gBIDuEK6KIaEWkEawAkBvCFVFDtCKyCFYAyA/hiighWhFJBCsAFAbhiqggWhE5BCsAFBbhiiggWhEpBCsAFAfhCtsRrYgMghUAiotwhc2IVkQCwQoApUG4wlZEK6xHsAJAaRGusBHRCqsRrAAQDsIVtiFaYS2CFQDCRbjCJkQrrESwAoAdCFfYgmiFdQhWALAL4QobEK2wCsEKAHYiXBE2ohXWIFgBwG6EK8JEtMIKBCsARAPhirAQrQgdwQoA0UK4IgxEK0JFsAJANBGuKDWiFaEhWAEg2ghXlBLRilAQrAAQD4QrSoVoRckRrAAQL4QrSoFoRUkRrAAQT4Qrio1oRckQrAAQb4QrioloRUkQrACQDIQrioVoRU6MMVONMYsD/izBCgAJkmu4GmPeYoypLNrAEGlEK3L1DUmvGWPek+6HCFYASKZsw9UY838kvSLpk0UeGiKKaEXWjDEzJF0kqVzSg37hSrACQLIFDdfhYP3y8H9eb4wxJRgeIoZoRS4ukeQM/7lWHuFKsAIApMzhOi5Ya4e/dLikZSUbICKDaEVWjDFlkq7V2MZFSglXghUAMJ5fuHoEq4b/fF1JB4hIIFqRrWZJdR5fHwnXi0WwAgBSeITr5zU5WCXJSPp7Y8z8Eg4PEWAcx8n8U8AwY8wzkv42wI8SrEgMY8xPJZ3k8+1qSXMlvZFmET90HGd1wQcGWMgYc6SkzRl+rE/SHY7jXFP0ASEyKsIeAKLDGHOs/HfM43VLOkvSr4o7IsAacyRlugWc3/cHJE0t7HAAq/0PufuJ1COs41VJuswY8yXHcQ6VZliwHacHIBurJAW5f57nxVlAjN0iqSvH3x2QdHcBxwJYyxizStK/KH2wjndhEYeDiOH0AAQyfJurNklTsvi1bkkfdhyHI66IteGboe+WdFgOv/6c4zhnFHhIgHVyCFZJ2iTpaIdYgTjSiuDG3+YqKI64IhEcx+mX9B255+Flo0vuUVog1nIMVonbX2EcjrQio+HbXLXI3XjkgiOuiD1jzCK5n+ZTk8WvdUqa5ThOtrELRIbPba2CciQ95jjO+YUdFaKII60Iwu82V0EMyv3krHMKNxzAPo7jbJb0Qha/0ifpOwQrEiCf4By5/dWCQg0G0UW0IojrlX20HpLUI+nHkk5zHOdzBR8VYJ9sLsgaEhdgIRnOlfRBSU/I3S/0Z/n7ZZKuKPSgED2cHoC0hm9z9YKCX4DVJfcI0q2S7nEcZ2+xxgbYZviCrD2SZgT4cS7AQuIYYxZLukpj10kEvd3bAUmzuf1VsnGkFZkEuc3VoNzzVv8i6R8kHe44ztcIViTN8AVZ31bmC7K4AAuJ5DjOG47jrJTUJOkaSdvlBmkQ3P4q4TjSCl8BbnN1SO75Rg9KuslxnP8u1dgAWwW8IIsLsABJxhgj6V2SrpN0ptxrIPwOlHD7q4TjSCvS8bvNVZekvZK+Kmme4zgfJ1gB1/AFWX9J8yNcgAUMc1y/cRznXZKOk3SP3H+5O+jx49z+KuE40gpPHre5GpTUK2mDpH+V9HPHcQZCGh5gNWPMhyV9T9I0j2/3SDrecZxNJR0UEBHGmDpJn5R79LVeYxcCc/urhCNa4ckY815JD8n9iElOAQCykOGCLC7AAgLwOXWgXNIix3G2hTk2hIPTA+DnHLnn3XEKAJClNJ+QxQVYQEA+pw70SDot3JEhLBxphSdjTIUkcQoAkBufC7K4AAvIgzGmxnGcnrDHgXBwpBWeHMcZIFiB3HlckMUFWECeCNZkI1oBoHjGf0IWn4AFAHng9AAAKJKUC7K4AAsA8sCRVgAoknEXZElcgAUAeeFIKwAAAKzHkVYAAABYj2gFAACA9YhWAAAAWI9oBQAAgPWIVgAAAFivwuuLZk37OyVdL2mWJFPSEQHx1SXp505zY2xvfWTWtF8i6ZOSDgt7LLCaI6ld0g1Oc+OTYQ8mDGZN+2mS/lnSbHEACRivU9IDTnPjHanfmHTLK7Om/URJ/yGpqjRjAxLndqe5MXafjGTWtH9E0tfCHgcipV/SJ5zmxnVhD6SUzJr2oyX9VNKUsMcCWOxGp7nx38d/wevd3TtEsALFtCzsARTJWWEPAJFTKXefkzSniGAFMpm0T/GKViYSUFxxnWNxfV4oriSuN7VhDwCIgEnzxPOcViDWnnqgTs8/PlWdHeW6+s5damgatHKZiCfb1hXmAwAvFm4bvM5pXSnpM3kPDBhR6h1Y25YKNTQNqnpK+s8oXvtgncorHC37wMGCPfb4Zba3lmtK3ZCmTk8dx3qnufHDBXtMS5g17fdIOjvscURGMdY/L/bPh7uc5sZvFOwxI8Csaf9HSdeGPQ5Yhn1l6jj+4jQ3XjD+C8GvWOzuMrpg6VF64K4ZhRivbrtiti5btlBXvme+PnX6kXrhKf9/Inrx2Rrdu3pmQR63WPbtLtdXVhyR0+/29Rjd9blZuuLcBVp5zgJd9+G52ttW7vmzUXwtzv7IAV37rV169wWdeuWPNVkvb2Rdufq8+Vp5zgI9fI//Ojg0KL34zJSMk7C/T/rjr6bqlHO7sx5P0GU2zhnU0w9PK9jyoyrMbUcxZDNf/eSz/jEf4ivp+9l89qNS8Llpw3OV2FfmsG0IHq3339Kgv31fp7b+tTrw79xw6eFqecP7FIStG6p1/XdbdfuvtutDl3XoqQf8B/zTOxr0ocv3B37cMNTPHtSUuiFteMH79Un3Wtx8eZMOmzWgO36zTXc+sU0XrdqrMp99YFRfi0wrfqZ15Yvfb9Wtj23Xvz2yXb/5zxl68RnvCf3bn07Tsaf0pB3f0KB09+dn6cJVHaqp9Z6w6caTzTLLyh3teL0y8HLiKJdtRzrZbDtyVaj56iXf9Y/5EF9J389m2o9KhZmbNjxXiX1lDtuGYNG6t61cW16t1sev7dCOjYXZ8ezaVqV5S/olSa+tq9HSk7xfvIOdRl37yjXz8GCHyS9btnD0zzdf3qRXns9/vEGXeeq5B7X2oex2oOufq9GelkpdtGrf6NdOOLNH9bMnP9+ovhZBVvx09rZWau4id12prXN06rkH9PJz3kcM1v9hihYe2592vD+5o15vvFyjH9/e4Duh08lmmcee3KNnH52a9WPERZjbDqnwcyCb+er32Pmuf8yHeLJpP2vLviMbQeem137UlufLvjLjtiFYHd9340xdfF27GpoG9WZHdv8M5qVtS4V6usu06r3ztb+9XI1HDOjK23d7/uyWV6rVOKff83tey21oGhj9720bqrXkxL68xxp0mfOP6dOv75+e1fJ/90idzji/K9DPRvW1GL+SLr/wTZ24LP27u9THrG8akBn3/urAm+VqWuD9OnQfGPtBv/G+9R29uuCqfV6/Hmg82Sxz1twBtWxK7i3kwtx2FGMOBJ2v6R77gqv25bX+MR/iyZb9rE37jmwEnZup+1Gbni/7yozbhszRuvXVSr2wdqratrgL6+oo156Wcq1/bornCcNd+8q0+sK5kqTWzVW64dIqVVU5Ou28Ln3sSvdw/MZ11TrjvE5de88uOUPSNe+fpxefqdGJy3omnYg83uCA9NnlCyaN8eS/P6h/+Ke9eu2FGi06zv1L7uuVhoakqhpHOzZV6vtfnSlTJq38+m5Nqx8KtDxJvst88Zka/eiWmTrno51afpE7URxHMuM+QCzIa9HdVaZFx3kfOU33WmQa/+Ljeq15Lfx20kHXlQVLe0d/xxmS1j9Xq+YVbZ4nrQ8OjP0F+I3XT5DxZLvMqhpHPd3J/LQbv21H2+bKSeuLFGwdTLftSF0Ps1lfpfzma9DHTiff+eD1vJgP0WDTfta2/WjQ5+s3NzPtR216vuwrM24bMkfr977aqBsf2q45i9xivu2K2dr0UrXO/sgBnf2RA1r7YJ1e+WPN6FVl0+qHdOtj2yW55zqsuL5dcxcPTFjm5vXVOupt7pMZGHDfDcxodFe21OW+/exu7Wlxz3Mor5C++cQ237G2bKrUEUe67yqe/Nk0zVvivrN57AfTdfmNe7Tj9UqtfahO77ukM9Dy0i3zxGU96uvtUMeusddwx8YqzT9m7N1UkNdi6Uk9+tPjU7X8wi6ZMqm9tVzdXWVasLQ/7WuRafw/urneqtfCS9B1ZdFb3Yk4OCDdu7pR847u1eLj+7T4+L5J62Bl1dik8Buv38YoyHj8lukXQgc7yzSjIZm3+/Hbdpx+Xvek9UUKtg6m23akrofZrK9SfvM16GP7rSdBHz/dfJA06XkxH6LBpv2sbfvRoM/Xb25m2o/a+HxTsa8clT5aX/p9jYaGzOhEkqSm+f3a8oq74xk5YfiK27z/ycHPlr9Wq2VTlX7/6DQNDhidf/H+CedWjF9uTa2jafWD2ttWrplHpH9CbzvrkO6+frZaN1epbXOllp7sTtjOjnI1NA2qr8do3dPZ3dTZb5lenn98qj5waXYndzev6NTmV6p1xbkLVFbuqKra0We/MfZuMEmvhZctf63Wjter9ewvpqmvz+iksw/q2m/tHP1+6jpYP3tAfb1SVbX/eP02RkH4LdMvhLZtqNJbTjuU78sQOZm2HbnKtO0YL5v1NahM8zXTY/utJ0Flmg+pmA/2s20/G9V9R7q5mW4/GtXnmyoh+8r0G84TzuzRCWe2TvjaRde4h66DnDB83b3eG9PVP2zzfUyv5f7PKzr00N2H6dIv70073uNO7/F8BzS9flAdu8q1p2XiORZB+C0z1b7d5Tp0sExLT+71/L7fa1FWLn3m5j2e34vra+GlUOvKOR/t1Lq1tXrH8m7f8QbZGPmNJ+hrMGLTS9Va/vHgEz0u0m078pFufUiV7d/VeLnM10I9drrHz+b5S8yHKLBxP2vzviPbuZnpubKvjNS2IfdPxMrnhOFslzvyv1ydt6JT93xhliTp0zdl927Vz+b1VXro7gb19RjNWdSv48/o0Zd+kN0OJRNei/S8Xp+j/6ZPax9MfzJ3PhujbHR3ua9HbV32V4HGmdf6UsrlFuPxi/Wc8h0D8yHabNrPRnXfket+NKrP10uM9pV8IhbiZ6BfGho0vid973i9Uvfd6N5Y+tM37db0hqG8H3Pz+irdu3qW+nqMLv5Cu44/o0fdB4zPJOQTsZLKaz0pNvvnA5+IBYTB/m3DpE/EIlqB0iNagTFEKwAvgT7GlX+6AZALth1AMMwVILNJ88QrWjNfZAAgH4U5P8o+bDuQi7jOh3SYK0Bmk7YNXtH6C0l/Lv5YgETaLymu/xT6bUmtGX8KGPMXSY+EPYgQPC7p2bAHAVhsr6Q7U7846ZxWSTJr2mslvV/SLElm0g8AyEWXpLVOc+PmsAdSLGZN+xxJ75J0WNhjgdUcuUcbH3WaGw+GPZgwmDXtNZLeJ6lJ3geQgKTqlPSU09y4NfUbntEKAAAA2IR3dwAAALAe0QoAAADrEa0AAACw3v8DW69vqfj09pkAAAAASUVORK5CYII=\n",
       "text/plain": [
-       "<Figure size 1152x720 with 1 Axes>"
+       "<Figure size 864x576 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -79,8 +75,8 @@
     "ansatz = generic_equilibrium_ansatz(stencil)\n",
     "\n",
     "# Show equilibrium for each stencil direction\n",
-    "plt.figure(figsize=(16, 10))\n",
-    "visualize_stencil(stencil, data=ansatz, textsize=9, slice=True)"
+    "plt.figure(figsize=(12,8))\n",
+    "ps.stencil.plot(stencil, data=ansatz, textsize=9, slice=True)"
    ]
   },
   {
@@ -97,9 +93,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left \\{ \\left ( 0, \\quad 0\\right ) : \\rho, \\quad \\left ( 0, \\quad 1\\right ) : \\rho u_{1}, \\quad \\left ( 0, \\quad 2\\right ) : p + \\rho u_{1}^{2}, \\quad \\left ( 1, \\quad 0\\right ) : \\rho u_{0}, \\quad \\left ( 1, \\quad 1\\right ) : \\rho u_{0} u_{1}, \\quad \\left ( 2, \\quad 0\\right ) : p + \\rho u_{0}^{2}\\right \\}$$"
+       "$\\displaystyle \\left\\{ \\left( 0, \\  0\\right) : \\rho, \\  \\left( 0, \\  1\\right) : \\rho u_{1}, \\  \\left( 0, \\  2\\right) : p + \\rho u_{1}^{2}, \\  \\left( 1, \\  0\\right) : \\rho u_{0}, \\  \\left( 1, \\  1\\right) : \\rho u_{0} u_{1}, \\  \\left( 2, \\  0\\right) : p + \\rho u_{0}^{2}\\right\\}$"
       ],
       "text/plain": [
        "⎧                                         2                                   \n",
@@ -135,22 +131,22 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAR8AAACvCAMAAADzNCq+AAAANlBMVEX///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABHL6OuAAAAEXRSTlMAMquZdlQQQN0iRLuJ781mfKx/7gsAAAAJcEhZcwAADsQAAA7EAZUrDhsAAA6oSURBVHgB7Z3boqsoDIZtax21th3f/2UnAUEI4Si41p6tFz0oIeErovU32N1Wsdy7azEJjBJL193WRw/L09x4fe6+COW+Ip/bhcND4MvymR6P10tDG/rX/X7/dtPiqcRZfXuoVXm2pl/46Vbw+3rdJ1VZwrvyXGbtOmD5DDgULessi/fvL354PuS7XBl+HV/b9jxb22+3fkQt3zVjz9eei6zdVrF87gMWfL/xdXiN4lvXPVb2h3z2WMxa+rfkk2tr+sXdfqv5IQKxPIgvAc8J1m593BqWz3vEoncxLH3WDU8382G6UU7fj+STa2v67bpeDYvzKjqwE37Ac4K1Ux27guUj2yX4PPbOrXZtUo8b5dJJPtm2hl9w8oKhUSzTyg98fs8p1lvlkTeWj7QZoedMq+hKYsXA7l6dE+V3knxKbNER+sVlVYPYvPKnZl7PSdbCh/0yP/q7PirJTX4+M/5qixoDVEU3OWaqr/BOoxxg1BD9h9ouj9dD7aubPbXF1cIvvOvhB3Y07D8Znl1rxjcUIssCR106iPj5jPijjWoMkFXdHve9P2210zZiWwQfYrtA97sTutQWqxR+4V0PPzAQzl2WZ8ea842+rOWLTZvUUXvb5OXzEKcwbz06w5EMTZ4Gn+WDy/gWb2oXeGIHFXyI7Qh8bvoQyNqiA+kXPujhp1vFgSHDs2Nt++6Gz6iXj96hxOnLvI+3GE3n49PLM7xRjZFARlRkRikqIPvXIIbSrf/IAvCKtiOcTtFfx+0/m1+w0cPPVx6+Mjw71pxvHdz2YRZdode/oFzt4fNEPNNknvNIYLEon3Cmfb+v73vv2gInozuif4eP8msMP8N2MpXhmbF2fcv2768PsWd8jP0Dt/F85KG8n+AHF/0BCi5yaI1FKf2JJjm20IfIuSTlo/3uw8/w2casDM+MtetbRrq/jtgBnL+iLJ9pXJZFDsXPrXOrI09alHLfoLYdHiCshfAx/HYfuWfPImw0yvHsWru+rUBgdMWYh5GeibJ8PvLKh+hqwwP+JD62v2JpUS6vdYW/s+DOtv1SPHT/2v3e4SPuqK+HHj5T+GyeGWvXN+HzXKe+372prSwftZF5T4mSMcNVM+yqs26uKET6j8dQrj7gmfVNnD3Iqce2OZuP8yfMc1pN3MOu/Xk+ny/7BDHVFit7FnvmfZMA32Ro3Dbn8Zke4wpHpqLlLXbaIlMwOuIZLkVEfU/2ibAOM4+PNvvffZjJcV018OKjSPDvFx+ei1p78VEk+PeLD89Frb34KBL8+8WH56LWXnwUCf79fD5D3y/7/7k8/ZBvQ8u15/MRf1Lvm+SXpx+2BOGp+3Q+T3EFYRL/BqP6oSfoE1efzmcRqs0gL9bpy4lUNjiRQNjV6XzmFf/DL9iL4vphOPYztp7OB9Sa9SvwJOiHDAFGw2NKVVt1Ph/QHNcPXgZK0A/dZnIanluq3prz+Tzv87i+4YJtgn7otJPV8JxSFVeczueLQmK/vge4aLVfTIRP5RpeRRxOVcjnn/UfZ32zFW9xl8MNZEqiPZZreM1ihYr/BT6O6NPQ4bAJsqBvGPdbKWGD6oc0EF7Do6Vqfj99/5L9p3sx2mOphleTB63rdD6zOHZ98SJ/XD8k0Xo0PFKq6tfT+XS3+0P9P43qh6SpHg2PlKr69Xw+3vAZ/ZCU9Wh4pFTVr7+HD6cfkqZ6NDxSqurX38OnXMOrCoRU9nv4kMCYrz4NjylabdWfxKdaozMquviEYV184nyGfv+jGC79922d4ET2zP9ffxrha/8K/2IXnxw+Zv4e3F55Wt4gXDH7gWxBlZAU8m31Hzt/r0C709l7BbbnZwvqaAO5hhYfM38vqt0x956W5g1iF9fpOm2yBQPRBn1bfMz8vdzcP2hicd4g8tHpOm2yBV0+Otqgb4uPkb8X1+5cj8V5g8hHp+vsaQm4el/8/qBMM2uLjwzmZ/IGdbpOm2xBh67KcsQ2B3y7fH4mb1APPzJbsF96lRgjfzS4Gkvuu9Z5ilCAWFfMNXT5/EzeoB5+RLbgF+A8VcbdBojyQX4izwzebeuauYYOnx/KG9QDiMgWRC2s0/Ihm2u45ylCUdsa2Bp3e+da2zol8jH1wZ/KG9RDAGYLDuJm/7c9bYLdf4w8RUSpUp2r5xoSfVDl7znanfmLQECw2PEezBvUA4jIFpRpqiQXy+vPGH7q5xra+5fO39sPsqfkDeoBRGYL3sSuRZINbT7yN9pSL9Xw0yDX0OJj5O9R7S7Wf2S8sp9TWzd3z2mrnS0o+w9RKxwbcLntV7Y19m1j/JGR5Vib8Vp89vw9J/cvxWNx3iDN95PjD8lEd1vozxbMiJb6BpxmrqHFR6JmX1M8soZs7p7bVtvWPn7JbTEbs4YD0ZJ4k/kUZ+9xul8sbxCPovT8J2Zj8SmOFgZ7K88xjc+R7L247me2bPu8gEZffFH8SLQ01zCND9OCv2TVxSf8Q198Lj5hAuGt2H8ufdDP6NIH/WxwyzX+XHzCBMJb6/Ufpbbl6oqmJhlS6vztUJ7LrP314pZ6fLTalqcN2ppkQKnzt0N7LrL211uVT6k2aGqSxpUun0pILsthE5TnFOswDGZrrf6j1bZcXdHUJI0L7T6V0OWjPadYMwTCq2rxKdYGDU0SItUX2vcLmCR+5zKH8pxkTSqLf63ER6ltCTmBTgMxyOQ5RZ3+ozxjLfoyvU9jxEJ5Sx0+WqtLyAnk+KTPKUr5aM/QbH2RX2qMSXOKxmjV4aO1uoScQI5P+pyilI/2DA1Vl+lxaua5S5pTNIanzvF91+qCOYGsUocRJs0p2nHmu2eoRg9eUmO05jONgvAUwP5j6oOeYsHVhlaXkBPo9p+cOUXt/mN4hgj18CNUwpR8xGCzxEaiD8YNmBIHtUGlSRoDiF/ns/kYnhlruIatNWom7KRVdcYfdHXOnKI2H9lEn0oYz0eMI6rHp1AbNDRJd1ZQV6fh+PhUQlPni5PgS9TiU6wN7poko9Sl8PGrhKbOx7c+vrYWH48nJifQHZ89trA6hY/XmvHtLevd0JaPrbXJII7pfF2yOefbi8G7oS2fIm1Qx1pT59OVZn5oyyczmF9Y/OIT/lEuPhefMIHwVuw/R/9/hT382Vtr/P/6swmEo7/Gn4tPmEB4a4v+Yyp+0rv77KVQVErvK7EN1VuyrQEfovhhVNsNuIkB7npfvm2ii+RiDfjYih9G8lXyBBOW+3d11/titkx1tVc14GMrfhDw9DTSFWgDHD6G3hezpXU1+N6Aj634Qcw9KAv6ATW0DQ4fQ++L2dK6GnxvwEdGue9S86BmGuPip3xMvQ/u1Q7akvrm5TXd4JHAxTcGk/rways+SvGDu12g62jlzj2QET6m3mfbxuW+pbuPkBMlZwhm2lqyqhUfpfhBF4CwplXMcJiQ2GfqfZZtXO6bnt0Hcw6xSdUWrKzB/Zla8YPp6nBR0pR5wTSq91m2dlof9wRB2K3EwwOXw6KOQbfN/Zm74ie6D4g/aQ+Bs/U+yzZF7pOPEHw5yRdGe3M/Ntm/dsWv257HNm4xm/1HhmqNP5beR23jct+CaV+D3JdzQXjKt+CjsxDx1Ef6VSfQET6y8Kb3Udu43PfBUe4LUwPXWxrwMRS/SXX11/bYzCQ+crBybONyHxre3vYj6g6iasBHK34DPIdQzLb6hA/yOYsJfKTex9hG5b55neERgmL+5INUdvMGfPbK3U8JfFwjuSYu94nhx2deuP5sPmqH0+Gm6n0Jcp8YfnTFdT6cyueI4BeXGgfy6OQqgE7lUyViXyXPcf2QKUx8RTPW/3/4ZDQ6o+jFJwzr4hPnc+mDfkaXPuhng1uu/eviEyYQ3lqh/7jXTEMuj4h/R2xDMQW2VeCjrl0EvBibjoh/R2yNEHI+HucTEP+sa18yqnTxzzVOt80hEC57mE9I/HObmCH+OcYZtuE252w9zCck/jlN7DLEP8c4wzaHQLjsUT5BAc9pYo74R41zbJk2Fz638CAfU/xz5wSlTfSLf/EZQf22ceEQcJU+t/AgH0P8Y+YEpXy84l9b4RDwFD+3EPmU64Om+GfNqcZpf52V7GeJf3amBWfst40Lh8DnjTrTXHABTeiD6KJokXdlCPGPmxPU7j8B8c/mI0OxjAO26cJhv4koOU3FC+bFz78wxT9uTlCriTAhnVCa33dxlc+0hYAjF+6DtnHhsPy5hUfGH0vA4+YEtfnIn80j/kX4BG3jwqEQl4q6wQE+toDHzQnK8fGIf0l8PLZR4fDAcwuL+VABj5sT1OXjFf8S+Hhto8LhgecWFvNxBjnr+CW3unwcK7UigY8qSt/jwuGB5xbW48PMCZqq/UGLny2FQzITMAUc+l6PD4wCxXOCthUOJzEdeYiCf1tFPn4nP7zlyHML/wY+R36ei0+Y3sXn4hMmEN569Z+LT5hAeOvVf87nY+YPfuG5gnhZ4/WS14rC0citSgYssU2pP6dMg/5D8gfln+7ukX4Su8uA+bY5bU8p24CPnT94g+cN4TJ7bmt3/8PuMmDMNqWBB8s04GPnD6qLmt+VvznQ4WPIgDHbg21PMW/Ax84f3LJFhvfI3/bv8DFkwJhtSgMPlmnAR0ak8gdX8Ri42+jL6qN8TBkwZsu0vVAGZGqSq1rxUfmDt/Xe9/0L8/pwce+FIXxMGdC2bSoDyuiY11Z8VP7gNoQMb+xGmTKgZRvPHwQHxTIgQ0auasRH5w+qZLVeanPmZdSoDGjZtpUBT+az5w/KIQTnjkVxOSZz2TKgZdtWBjyXz54/qM5gxIy6cT6WDEhtW8qAp/Ix8gfVGcxtOxM29y8ZExmfcaWeL1TK3sq2pQx4Jh8jf7D7SFlifr/k2U8Sn40ltW0pA57JR+cPdnrG0Jd6lGkCHzpfqLZtKQOeycfrCzYk8PGZN5UBfU7Pvn/+t8qAv4PP75UBfwcfbxRVNhyRAb0BNDp/9vr70zZcfMK/mOSz4kKeRx+2+wu2joKKuH8VLkH0ffoF9L8ADjTxK6j03X8jqbe5ZhQ89wAAAABJRU5ErkJggg==\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left[\\begin{matrix}2 C_{1} + 4 C_{2} + 2 D_{1} + 4 D_{2} - \\rho\\\\8 C_{2} - \\rho\\\\2 C_{1} + 4 C_{2} + D_{0} + 4 D_{1} + 4 D_{2}\\\\4 C_{2} + 2 D_{1} + 4 D_{2}\\\\2 A_{1} + 4 A_{2} - p\\\\A_{0} + 4 A_{1} + 4 A_{2} - \\rho\\\\2 B_{1} + 4 B_{2} - \\rho\\end{matrix}\\right]$$"
+       "$\\displaystyle \\left[\\begin{matrix}2 C_{1} + 4 C_{2} + D_{0} + 4 D_{1} + 4 D_{2}\\\\8 C_{2} - \\rho\\\\4 C_{2} + 2 D_{1} + 4 D_{2}\\\\A_{0} + 4 A_{1} + 4 A_{2} - \\rho\\\\2 A_{1} + 4 A_{2} - p\\\\2 C_{1} + 4 C_{2} + 2 D_{1} + 4 D_{2} - \\rho\\\\2 B_{1} + 4 B_{2} - \\rho\\end{matrix}\\right]$"
       ],
       "text/plain": [
-       "⎡2⋅C₁ + 4⋅C₂ + 2⋅D₁ + 4⋅D₂ - ρ ⎤\n",
+       "⎡2⋅C₁ + 4⋅C₂ + D₀ + 4⋅D₁ + 4⋅D₂⎤\n",
        "⎢                              ⎥\n",
        "⎢           8⋅C₂ - ρ           ⎥\n",
        "⎢                              ⎥\n",
-       "⎢2⋅C₁ + 4⋅C₂ + D₀ + 4⋅D₁ + 4⋅D₂⎥\n",
-       "⎢                              ⎥\n",
        "⎢      4⋅C₂ + 2⋅D₁ + 4⋅D₂      ⎥\n",
        "⎢                              ⎥\n",
+       "⎢     A₀ + 4⋅A₁ + 4⋅A₂ - ρ     ⎥\n",
+       "⎢                              ⎥\n",
        "⎢       2⋅A₁ + 4⋅A₂ - p        ⎥\n",
        "⎢                              ⎥\n",
-       "⎢     A₀ + 4⋅A₁ + 4⋅A₂ - ρ     ⎥\n",
+       "⎢2⋅C₁ + 4⋅C₂ + 2⋅D₁ + 4⋅D₂ - ρ ⎥\n",
        "⎢                              ⎥\n",
        "⎣       2⋅B₁ + 4⋅B₂ - ρ        ⎦"
       ]
@@ -162,7 +158,6 @@
    ],
    "source": [
     "equations = moment_constraint_equations(stencil, ansatz, moment_restrictions)\n",
-    "\n",
     "sp.Matrix(equations)"
    ]
   },
@@ -180,9 +175,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left [ A_{0}, \\quad A_{1}, \\quad A_{2}, \\quad B_{0}, \\quad B_{1}, \\quad B_{2}, \\quad C_{0}, \\quad C_{1}, \\quad C_{2}, \\quad D_{0}, \\quad D_{1}, \\quad D_{2}, \\quad p\\right ]$$"
+       "$\\displaystyle \\left[ A_{0}, \\  A_{1}, \\  A_{2}, \\  B_{0}, \\  B_{1}, \\  B_{2}, \\  C_{0}, \\  C_{1}, \\  C_{2}, \\  D_{0}, \\  D_{1}, \\  D_{2}, \\  p\\right]$"
       ],
       "text/plain": [
        "[A₀, A₁, A₂, B₀, B₁, B₂, C₀, C₁, C₂, D₀, D₁, D₂, p]"
@@ -214,9 +209,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left [ \\frac{A_{0}}{A_{1}} - r, \\quad \\frac{A_{1}}{A_{2}} - r, \\quad \\frac{B_{1}}{B_{2}} - r, \\quad \\frac{D_{0}}{D_{1}} - r, \\quad \\frac{D_{1}}{D_{2}} - r\\right ]$$"
+       "$\\displaystyle \\left[ \\frac{A_{0}}{A_{1}} - r, \\  \\frac{A_{1}}{A_{2}} - r, \\  \\frac{B_{1}}{B_{2}} - r, \\  \\frac{D_{0}}{D_{1}} - r, \\  \\frac{D_{1}}{D_{2}} - r\\right]$"
       ],
       "text/plain": [
        "⎡A₀      A₁      B₁      D₀      D₁    ⎤\n",
@@ -248,9 +243,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left [ \\left \\{ A_{0} : \\frac{4 \\rho}{9}, \\quad A_{1} : \\frac{\\rho}{9}, \\quad A_{2} : \\frac{\\rho}{36}, \\quad B_{1} : \\frac{\\rho}{3}, \\quad B_{2} : \\frac{\\rho}{12}, \\quad C_{1} : \\frac{\\rho}{2}, \\quad C_{2} : \\frac{\\rho}{8}, \\quad D_{0} : - \\frac{2 \\rho}{3}, \\quad D_{1} : - \\frac{\\rho}{6}, \\quad D_{2} : - \\frac{\\rho}{24}, \\quad p : \\frac{\\rho}{3}, \\quad r : 4\\right \\}\\right ]$$"
+       "$\\displaystyle \\left[ \\left\\{ A_{0} : \\frac{4 \\rho}{9}, \\  A_{1} : \\frac{\\rho}{9}, \\  A_{2} : \\frac{\\rho}{36}, \\  B_{1} : \\frac{\\rho}{3}, \\  B_{2} : \\frac{\\rho}{12}, \\  C_{1} : \\frac{\\rho}{2}, \\  C_{2} : \\frac{\\rho}{8}, \\  D_{0} : - \\frac{2 \\rho}{3}, \\  D_{1} : - \\frac{\\rho}{6}, \\  D_{2} : - \\frac{\\rho}{24}, \\  p : \\frac{\\rho}{3}, \\  r : 4\\right\\}\\right]$"
       ],
       "text/plain": [
        "⎡⎧    4⋅ρ      ρ      ρ       ρ      ρ       ρ      ρ      -2⋅ρ       -ρ      \n",
@@ -327,9 +322,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left [ 1, \\quad x, \\quad y, \\quad x^{2}, \\quad y^{2}, \\quad x y, \\quad x^{2} y, \\quad x y^{2}, \\quad x^{2} y^{2}\\right ]$$"
+       "$\\displaystyle \\left[ 1, \\  x, \\  y, \\  x^{2}, \\  y^{2}, \\  x y, \\  x^{2} y, \\  x y^{2}, \\  x^{2} y^{2}\\right]$"
       ],
       "text/plain": [
        "⎡          2   2        2       2   2  2⎤\n",
@@ -363,9 +358,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left \\{ \\left ( 0, \\quad 0\\right ) : \\rho, \\quad \\left ( 0, \\quad 1\\right ) : \\rho u_{1}, \\quad \\left ( 0, \\quad 2\\right ) : \\rho u_{1}^{2} + \\frac{\\rho}{3}, \\quad \\left ( 1, \\quad 0\\right ) : \\rho u_{0}, \\quad \\left ( 1, \\quad 1\\right ) : \\rho u_{0} u_{1}, \\quad \\left ( 1, \\quad 2\\right ) : b_{00} + b_{01} u_{1} + b_{02} u_{1}^{2} + b_{10} u_{0} + b_{11} u_{0} u_{1} + b_{20} u_{0}^{2}, \\quad \\left ( 2, \\quad 0\\right ) : \\rho u_{0}^{2} + \\frac{\\rho}{3}, \\quad \\left ( 2, \\quad 1\\right ) : a_{00} + a_{01} u_{1} + a_{02} u_{1}^{2} + a_{10} u_{0} + a_{11} u_{0} u_{1} + a_{20} u_{0}^{2}, \\quad \\left ( 2, \\quad 2\\right ) : M_{22}\\right \\}$$"
+       "$\\displaystyle \\left\\{ \\left( 0, \\  0\\right) : \\rho, \\  \\left( 0, \\  1\\right) : \\rho u_{1}, \\  \\left( 0, \\  2\\right) : \\rho u_{1}^{2} + \\frac{\\rho}{3}, \\  \\left( 1, \\  0\\right) : \\rho u_{0}, \\  \\left( 1, \\  1\\right) : \\rho u_{0} u_{1}, \\  \\left( 1, \\  2\\right) : b_{00} + b_{01} u_{1} + b_{02} u_{1}^{2} + b_{10} u_{0} + b_{11} u_{0} u_{1} + b_{20} u_{0}^{2}, \\  \\left( 2, \\  0\\right) : \\rho u_{0}^{2} + \\frac{\\rho}{3}, \\  \\left( 2, \\  1\\right) : a_{00} + a_{01} u_{1} + a_{02} u_{1}^{2} + a_{10} u_{0} + a_{11} u_{0} u_{1} + a_{20} u_{0}^{2}, \\  \\left( 2, \\  2\\right) : M_{22}\\right\\}$"
       ],
       "text/plain": [
        "⎧                                     2   ρ                                   \n",
@@ -411,9 +406,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left [ a_{00}, \\quad a_{01}, \\quad a_{10}, \\quad a_{02}, \\quad a_{11}, \\quad a_{20}, \\quad b_{00}, \\quad b_{01}, \\quad b_{10}, \\quad b_{02}, \\quad b_{11}, \\quad b_{20}, \\quad p\\right ]$$"
+       "$\\displaystyle \\left[ a_{00}, \\  a_{01}, \\  a_{10}, \\  a_{02}, \\  a_{11}, \\  a_{20}, \\  b_{00}, \\  b_{01}, \\  b_{10}, \\  b_{02}, \\  b_{11}, \\  b_{20}, \\  p\\right]$"
       ],
       "text/plain": [
        "[a₀₀, a₀₁, a₁₀, a₀₂, a₁₁, a₂₀, b₀₀, b₀₁, b₁₀, b₀₂, b₁₁, b₂₀, p]"
@@ -444,9 +439,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left [ \\left ( 1, \\quad \\rho, \\quad \\omega\\right ), \\quad \\left ( y, \\quad \\rho u_{1}, \\quad \\omega\\right ), \\quad \\left ( x, \\quad \\rho u_{0}, \\quad \\omega\\right ), \\quad \\left ( y^{2}, \\quad \\rho u_{1}^{2} + \\frac{\\rho}{3}, \\quad \\omega\\right ), \\quad \\left ( x y, \\quad \\rho u_{0} u_{1}, \\quad \\omega\\right ), \\quad \\left ( x^{2}, \\quad \\rho u_{0}^{2} + \\frac{\\rho}{3}, \\quad \\omega\\right ), \\quad \\left ( x^{2} y, \\quad a_{00} + a_{01} u_{1} + a_{02} u_{1}^{2} + a_{10} u_{0} + a_{11} u_{0} u_{1} + a_{20} u_{0}^{2}, \\quad \\omega\\right ), \\quad \\left ( x y^{2}, \\quad b_{00} + b_{01} u_{1} + b_{02} u_{1}^{2} + b_{10} u_{0} + b_{11} u_{0} u_{1} + b_{20} u_{0}^{2}, \\quad \\omega\\right ), \\quad \\left ( x^{2} y^{2}, \\quad M_{22}, \\quad \\omega\\right )\\right ]$$"
+       "$\\displaystyle \\left[ \\left( 1, \\  \\rho, \\  \\omega\\right), \\  \\left( y, \\  \\rho u_{1}, \\  \\omega\\right), \\  \\left( x, \\  \\rho u_{0}, \\  \\omega\\right), \\  \\left( y^{2}, \\  \\rho u_{1}^{2} + \\frac{\\rho}{3}, \\  \\omega\\right), \\  \\left( x y, \\  \\rho u_{0} u_{1}, \\  \\omega\\right), \\  \\left( x^{2}, \\  \\rho u_{0}^{2} + \\frac{\\rho}{3}, \\  \\omega\\right), \\  \\left( x^{2} y, \\  a_{00} + a_{01} u_{1} + a_{02} u_{1}^{2} + a_{10} u_{0} + a_{11} u_{0} u_{1} + a_{20} u_{0}^{2}, \\  \\omega\\right), \\  \\left( x y^{2}, \\  b_{00} + b_{01} u_{1} + b_{02} u_{1}^{2} + b_{10} u_{0} + b_{11} u_{0} u_{1} + b_{20} u_{0}^{2}, \\  \\omega\\right), \\  \\left( x^{2} y^{2}, \\  M_{22}, \\  \\omega\\right)\\right]$"
       ],
       "text/plain": [
        "⎡                                       ⎛ 2      2   ρ   ⎞                    \n",
@@ -494,18 +489,18 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left\\{0, - \\frac{b_{10}}{2} + \\frac{b_{10}}{\\omega}, \\frac{a_{01}}{2} - \\frac{a_{01}}{\\omega} - \\frac{b_{10}}{2} + \\frac{b_{10}}{\\omega}, \\frac{a_{01}}{2} - \\frac{a_{01}}{\\omega} - \\frac{a_{10}}{2} + \\frac{a_{10}}{\\omega} - \\frac{\\rho}{6} + \\frac{\\rho}{3 \\omega}, \\frac{a_{01}}{2} - \\frac{a_{01}}{\\omega} - \\frac{b_{01}}{2} + \\frac{b_{01}}{\\omega} - \\frac{\\rho}{6} + \\frac{\\rho}{3 \\omega}, \\frac{a_{01}}{2} - \\frac{a_{01}}{\\omega} + b_{10} - \\frac{2 b_{10}}{\\omega} - \\frac{\\rho}{2} + \\frac{\\rho}{\\omega}\\right\\}$$"
+       "$\\displaystyle \\left\\{0, - \\frac{b_{10}}{2} + \\frac{b_{10}}{\\omega}, - \\frac{a_{10}}{2} + \\frac{a_{10}}{\\omega} + \\frac{b_{01}}{2} - \\frac{b_{01}}{\\omega}, - \\frac{a_{01}}{2} + \\frac{a_{01}}{\\omega} + \\frac{b_{01}}{2} - \\frac{b_{01}}{\\omega} + \\frac{\\rho}{6} - \\frac{\\rho}{3 \\omega}, \\frac{b_{01}}{2} - \\frac{b_{01}}{\\omega} - \\frac{b_{10}}{2} + \\frac{b_{10}}{\\omega} + \\frac{\\rho}{6} - \\frac{\\rho}{3 \\omega}, \\frac{b_{01}}{2} - \\frac{b_{01}}{\\omega} + b_{10} - \\frac{2 b_{10}}{\\omega} - \\frac{\\rho}{3} + \\frac{2 \\rho}{3 \\omega}\\right\\}$"
       ],
       "text/plain": [
-       "⎧     b₁₀   b₁₀  a₀₁   a₀₁   b₁₀   b₁₀  a₀₁   a₀₁   a₁₀   a₁₀   ρ    ρ   a₀₁  \n",
-       "⎨0, - ─── + ───, ─── - ─── - ─── + ───, ─── - ─── - ─── + ─── - ─ + ───, ─── -\n",
-       "⎩      2     ω    2     ω     2     ω    2     ω     2     ω    6   3⋅ω   2   \n",
+       "⎧     b₁₀   b₁₀    a₁₀   a₁₀   b₀₁   b₀₁    a₀₁   a₀₁   b₀₁   b₀₁   ρ    ρ   b\n",
+       "⎨0, - ─── + ───, - ─── + ─── + ─── - ───, - ─── + ─── + ─── - ─── + ─ - ───, ─\n",
+       "⎩      2     ω      2     ω     2     ω      2     ω     2     ω    6   3⋅ω   \n",
        "\n",
-       " a₀₁   b₀₁   b₀₁   ρ    ρ   a₀₁   a₀₁         2⋅b₁₀   ρ   ρ⎫\n",
-       " ─── - ─── + ─── - ─ + ───, ─── - ─── + b₁₀ - ───── - ─ + ─⎬\n",
-       "  ω     2     ω    6   3⋅ω   2     ω            ω     2   ω⎭"
+       "₀₁   b₀₁   b₁₀   b₁₀   ρ    ρ   b₀₁   b₀₁         2⋅b₁₀   ρ   2⋅ρ⎫\n",
+       "── - ─── - ─── + ─── + ─ - ───, ─── - ─── + b₁₀ - ───── - ─ + ───⎬\n",
+       "2     ω     2     ω    6   3⋅ω   2     ω            ω     3   3⋅ω⎭"
       ]
      },
      "execution_count": 15,
@@ -531,9 +526,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAAgAAAAUBAMAAABCNWFYAAAAG1BMVEX///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAB4Gco9AAAACHRSTlMAdt3NMolEZgN4ymIAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAAXSURBVAgdYxAyKVZjCGMAIpoQQipCagCy4Q1mVUJFwQAAAABJRU5ErkJggg==\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAAgAAAAUCAYAAACwG3xrAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAATElEQVQoFWNgYGAoA+KzUGwEpNOg7LtA2gWIGTpBjP///zMgY5g4E0gFPjCqABI6o+EACQcWIPUWiGcyMjJ+ANKpQAxKZuFALADEuwFXLBaP20mJEwAAAABJRU5ErkJggg==\n",
       "text/latex": [
-       "$$\\left [ \\right ]$$"
+       "$\\displaystyle \\left[ \\right]$"
       ],
       "text/plain": [
        "[]"
@@ -556,9 +551,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left \\{ \\left ( 0, \\quad 0\\right ) : \\rho, \\quad \\left ( 0, \\quad 1\\right ) : \\rho u_{1}, \\quad \\left ( 0, \\quad 2\\right ) : \\rho u_{1}^{2} + \\frac{\\rho}{3}, \\quad \\left ( 1, \\quad 0\\right ) : \\rho u_{0}, \\quad \\left ( 1, \\quad 1\\right ) : \\rho u_{0} u_{1}, \\quad \\left ( 1, \\quad 2\\right ) : b_{00} + b_{01} u_{1} + b_{02} u_{1}^{2} + b_{10} u_{0} + b_{11} u_{0} u_{1} + b_{20} u_{0}^{2}, \\quad \\left ( 2, \\quad 0\\right ) : \\rho u_{0}^{2} + \\frac{\\rho}{3}, \\quad \\left ( 2, \\quad 1\\right ) : a_{00} + a_{01} u_{1} + a_{02} u_{1}^{2} + a_{10} u_{0} + a_{11} u_{0} u_{1} + a_{20} u_{0}^{2}, \\quad \\left ( 2, \\quad 2\\right ) : M_{22}\\right \\}$$"
+       "$\\displaystyle \\left\\{ \\left( 0, \\  0\\right) : \\rho, \\  \\left( 0, \\  1\\right) : \\rho u_{1}, \\  \\left( 0, \\  2\\right) : \\rho u_{1}^{2} + \\frac{\\rho}{3}, \\  \\left( 1, \\  0\\right) : \\rho u_{0}, \\  \\left( 1, \\  1\\right) : \\rho u_{0} u_{1}, \\  \\left( 1, \\  2\\right) : b_{00} + b_{01} u_{1} + b_{02} u_{1}^{2} + b_{10} u_{0} + b_{11} u_{0} u_{1} + b_{20} u_{0}^{2}, \\  \\left( 2, \\  0\\right) : \\rho u_{0}^{2} + \\frac{\\rho}{3}, \\  \\left( 2, \\  1\\right) : a_{00} + a_{01} u_{1} + a_{02} u_{1}^{2} + a_{10} u_{0} + a_{11} u_{0} u_{1} + a_{20} u_{0}^{2}, \\  \\left( 2, \\  2\\right) : M_{22}\\right\\}$"
       ],
       "text/plain": [
        "⎧                                     2   ρ                                   \n",
@@ -608,7 +603,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.6"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/lbmpy/boundaries/boundaryhandling.py b/lbmpy/boundaries/boundaryhandling.py
index 1f7b61f..172f8fa 100644
--- a/lbmpy/boundaries/boundaryhandling.py
+++ b/lbmpy/boundaries/boundaryhandling.py
@@ -4,7 +4,7 @@ from pystencils import TypedSymbol, create_indexed_kernel, Assignment
 from pystencils.backends.cbackend import CustomCodeNode
 from pystencils.boundaries import BoundaryHandling
 from pystencils.boundaries.boundaryhandling import BoundaryOffsetInfo
-from pystencils.stencils import inverse_direction
+from pystencils.stencil import inverse_direction
 
 
 class LatticeBoltzmannBoundaryHandling(BoundaryHandling):
diff --git a/lbmpy/creationfunctions.py b/lbmpy/creationfunctions.py
index 4515139..4ed8d63 100644
--- a/lbmpy/creationfunctions.py
+++ b/lbmpy/creationfunctions.py
@@ -181,7 +181,7 @@ from lbmpy.methods.entropic_eq_srt import create_srt_entropic
 from lbmpy.relaxationrates import relaxation_rate_from_magic_number
 from lbmpy.stencils import get_stencil
 from pystencils.simp import add_subexpressions_for_field_reads
-from pystencils.stencils import stencils_have_same_entries
+from pystencils.stencil import have_same_entries
 import lbmpy.forcemodels as forcemodels
 from lbmpy.simplificationfactory import create_simplification_strategy
 from lbmpy.fieldaccess import StreamPullTwoFieldsAccessor, PeriodicTwoFieldsAccessor, CollideOnlyInplaceAccessor
@@ -391,9 +391,9 @@ def create_lb_method(**params):
     elif method_name.lower() == 'mrt3':
         method = create_mrt3(stencil_entries, relaxation_rates, **common_params)
     elif method_name.lower().startswith('trt-kbc-n'):
-        if stencils_have_same_entries(stencil_entries, get_stencil("D2Q9")):
+        if have_same_entries(stencil_entries, get_stencil("D2Q9")):
             dim = 2
-        elif stencils_have_same_entries(stencil_entries, get_stencil("D3Q27")):
+        elif have_same_entries(stencil_entries, get_stencil("D3Q27")):
             dim = 3
         else:
             raise NotImplementedError("KBC type TRT methods can only be constructed for D2Q9 and D3Q27 stencils")
diff --git a/lbmpy/fieldaccess.py b/lbmpy/fieldaccess.py
index 214d1f5..04de095 100644
--- a/lbmpy/fieldaccess.py
+++ b/lbmpy/fieldaccess.py
@@ -1,6 +1,6 @@
 import sympy as sp
 import abc
-from pystencils.stencils import inverse_direction
+from pystencils.stencil import inverse_direction
 from pystencils import Field
 
 
@@ -169,7 +169,7 @@ class EsoTwistEvenTimeStepAccessor(PdfFieldAccessor):
 
 
 def visualize_field_mapping(axes, stencil, field_mapping, color='b'):
-    from lbmpy.plot2d import LbGrid
+    from lbmpy.plot import LbGrid
     grid = LbGrid(3, 3)
     grid.fill_with_default_arrows()
     for field_access, direction in zip(field_mapping, stencil):
diff --git a/lbmpy/methods/creationfunctions.py b/lbmpy/methods/creationfunctions.py
index 7af1573..e910fc4 100644
--- a/lbmpy/methods/creationfunctions.py
+++ b/lbmpy/methods/creationfunctions.py
@@ -8,7 +8,7 @@ import itertools
 from lbmpy.methods.cumulantbased import CumulantBasedLbMethod
 from lbmpy.methods.momentbased import MomentBasedLbMethod
 from lbmpy.stencils import get_stencil
-from pystencils.stencils import stencils_have_same_entries
+from pystencils.stencil import have_same_entries
 from lbmpy.moments import is_even, gram_schmidt, get_default_moment_set_for_stencil, MOMENT_SYMBOLS, \
     exponents_to_polynomial_representations, moments_of_order, moments_up_to_component_order, \
     sort_moments_into_groups_of_same_order, get_order, discrete_moment
@@ -380,12 +380,12 @@ def create_mrt_orthogonal(stencil, relaxation_rate_getter=None, maxwellian_momen
     one = sp.Rational(1, 1)
 
     moment_to_relaxation_rate_dict = OrderedDict()
-    if stencils_have_same_entries(stencil, get_stencil("D2Q9")):
+    if have_same_entries(stencil, get_stencil("D2Q9")):
         moments = get_default_moment_set_for_stencil(stencil)
         orthogonal_moments = gram_schmidt(moments, stencil)
         orthogonal_moments_scaled = [e * common_denominator(e) for e in orthogonal_moments]
         nested_moments = list(sort_moments_into_groups_of_same_order(orthogonal_moments_scaled).values())
-    elif stencils_have_same_entries(stencil, get_stencil("D3Q15")):
+    elif have_same_entries(stencil, get_stencil("D3Q15")):
         sq = x ** 2 + y ** 2 + z ** 2
         nested_moments = [
             [one, x, y, z],  # [0, 3, 5, 7]
@@ -395,7 +395,7 @@ def create_mrt_orthogonal(stencil, relaxation_rate_getter=None, maxwellian_momen
             [3 * x ** 2 - sq, y ** 2 - z ** 2, x * y, y * z, x * z],  # [9, 10, 11, 12, 13]
             [x * y * z]
         ]
-    elif stencils_have_same_entries(stencil, get_stencil("D3Q19")):
+    elif have_same_entries(stencil, get_stencil("D3Q19")):
         # This MRT variant mentioned in the dissertation of Ulf Schiller 
         # "Thermal fluctuations and boundary conditions in the lattice Boltzmann method" (2008), p. 24ff
         # There are some typos in the moment matrix on p.27
@@ -417,7 +417,7 @@ def create_mrt_orthogonal(stencil, relaxation_rate_getter=None, maxwellian_momen
             [(2 * sq - 3) * (3 * x ** 2 - sq), (2 * sq - 3) * (y ** 2 - z ** 2)],  # [10, 12]
             [(y ** 2 - z ** 2) * x, (z ** 2 - x ** 2) * y, (x ** 2 - y ** 2) * z]  # [16, 17, 18]
         ]
-    elif stencils_have_same_entries(stencil, get_stencil("D3Q27")):
+    elif have_same_entries(stencil, get_stencil("D3Q27")):
         xsq, ysq, zsq = x ** 2, y ** 2, z ** 2
         all_moments = [
             sp.Rational(1, 1),  # 0
diff --git a/lbmpy/moments.py b/lbmpy/moments.py
index 1460ad1..fd0b9a2 100644
--- a/lbmpy/moments.py
+++ b/lbmpy/moments.py
@@ -387,21 +387,21 @@ def get_default_moment_set_for_stencil(stencil):
     Returns a sequence of moments that are commonly used to construct a LBM equilibrium for the given stencil
     """
     from lbmpy.stencils import get_stencil
-    from pystencils.stencils import stencils_have_same_entries
+    from pystencils.stencil import have_same_entries
 
     to_poly = exponents_to_polynomial_representations
 
-    if stencils_have_same_entries(stencil, get_stencil("D2Q9")):
+    if have_same_entries(stencil, get_stencil("D2Q9")):
         return sorted(to_poly(moments_up_to_component_order(2, dim=2)), key=moment_sort_key)
 
     all27_moments = moments_up_to_component_order(2, dim=3)
-    if stencils_have_same_entries(stencil, get_stencil("D3Q27")):
+    if have_same_entries(stencil, get_stencil("D3Q27")):
         return to_poly(all27_moments)
-    if stencils_have_same_entries(stencil, get_stencil("D3Q19")):
+    if have_same_entries(stencil, get_stencil("D3Q19")):
         non_matched_moments = [(1, 2, 2), (1, 1, 2), (2, 2, 2), (1, 1, 1)]
         moments19 = set(all27_moments) - set(extend_moments_with_permutations(non_matched_moments))
         return sorted(to_poly(moments19), key=moment_sort_key)
-    if stencils_have_same_entries(stencil, get_stencil("D3Q15")):
+    if have_same_entries(stencil, get_stencil("D3Q15")):
         x, y, z = MOMENT_SYMBOLS
         non_matched_moments = [(1, 2, 0), (2, 2, 0), (1, 1, 2), (1, 2, 2), (2, 2, 2)]
         additional_moments = (6 * (x ** 2 * y ** 2 + x ** 2 * z ** 2 + y ** 2 * z ** 2),
diff --git a/lbmpy/phasefield/experiments1D.py b/lbmpy/phasefield/experiments1D.py
index 828fcc5..070e931 100644
--- a/lbmpy/phasefield/experiments1D.py
+++ b/lbmpy/phasefield/experiments1D.py
@@ -6,7 +6,7 @@ from pystencils.fd import Diff
 
 
 def plot_status(phase_field_step, from_x=None, to_x=None):
-    import lbmpy.plot2d as plt
+    import lbmpy.plot as plt
 
     domain_size = phase_field_step.data_handling.shape
     assert len(domain_size) == 2 and domain_size[1] == 1, "Not a 1D scenario"
@@ -38,7 +38,7 @@ def plot_status(phase_field_step, from_x=None, to_x=None):
 
 def plot_free_energy_bulk_contours(free_energy, order_parameters, phase0=0, phase1=1,
                                    x_range=(-0.2, 1.2), y_range=(-0.2, 1.2), **kwargs):
-    import lbmpy.plot2d as plt
+    import lbmpy.plot as plt
 
     x = np.linspace(x_range[0], x_range[1], 100)
     y = np.linspace(y_range[0], y_range[1], 100)
@@ -109,7 +109,7 @@ def tanh_test(pf_step, phase0, phase1, expected_interface_width=1, time_steps=10
     Returns:
         deviation of simulated profile from analytical solution as average(abs(simulation-analytic))
     """
-    import lbmpy.plot2d as plt
+    import lbmpy.plot as plt
     from lbmpy.phasefield.analytical import analytic_interface_profile
 
     domain_size = pf_step.data_handling.shape
@@ -151,7 +151,7 @@ def galilean_invariance_test(pf_step, velocity=0.05, rounds=3, phase0=0, phase1=
     Returns:
         change in velocity
     """
-    import lbmpy.plot2d as plt
+    import lbmpy.plot as plt
     from lbmpy.phasefield.analytical import analytic_interface_profile
 
     domain_size = pf_step.data_handling.shape
diff --git a/lbmpy/phasefield/experiments2D.py b/lbmpy/phasefield/experiments2D.py
index 98c5056..24d6ca0 100644
--- a/lbmpy/phasefield/experiments2D.py
+++ b/lbmpy/phasefield/experiments2D.py
@@ -7,7 +7,7 @@ from pystencils import make_slice
 
 def write_phase_field_picture_sequence(sc, filename='two_drops_%05d.png',
                                        time_steps_between_frames=25, total_steps=9000):
-    import lbmpy.plot2d as plt
+    import lbmpy.plot as plt
     outer_iterations = total_steps // time_steps_between_frames
     for i in range(outer_iterations):
         plt.figure(figsize=(14, 7))
@@ -20,7 +20,7 @@ def write_phase_field_picture_sequence(sc, filename='two_drops_%05d.png',
 
 def write_phase_velocity_picture_sequence(sc, filename='falling_drop_%05d.png',
                                           time_steps_between_frames=25, total_steps=9000):
-    import lbmpy.plot2d as plt
+    import lbmpy.plot as plt
     outer_iterations = total_steps // time_steps_between_frames
     for i in range(outer_iterations):
         plt.figure(figsize=(14, 10))
diff --git a/lbmpy/plot2d.py b/lbmpy/plot.py
similarity index 99%
rename from lbmpy/plot2d.py
rename to lbmpy/plot.py
index 87c1cc3..07293e3 100644
--- a/lbmpy/plot2d.py
+++ b/lbmpy/plot.py
@@ -1,7 +1,7 @@
 import matplotlib.patches as patches
 
 from pystencils import make_slice
-from pystencils.plot2d import *
+from pystencils.plot import *
 
 
 def boundary_handling(boundary_handling_obj, slice_obj=None, boundary_name_to_color=None, show_legend=True):
diff --git a/lbmpy/session.py b/lbmpy/session.py
index cb229ba..eca49f4 100644
--- a/lbmpy/session.py
+++ b/lbmpy/session.py
@@ -10,5 +10,5 @@ from lbmpy.postprocessing import *
 from lbmpy.lbstep import LatticeBoltzmannStep
 from lbmpy.geometry import *
 from lbmpy.parameterization import ScalingWidget
-import lbmpy.plot2d as plt
-from pystencils.jupytersetup import *
+import lbmpy.plot as plt
+from pystencils.jupyter import *
diff --git a/lbmpy_tests/full_scenarios/schaefer_turek/scenario_schaefer_turek.py b/lbmpy_tests/full_scenarios/schaefer_turek/scenario_schaefer_turek.py
index 4df3432..f232bf9 100644
--- a/lbmpy_tests/full_scenarios/schaefer_turek/scenario_schaefer_turek.py
+++ b/lbmpy_tests/full_scenarios/schaefer_turek/scenario_schaefer_turek.py
@@ -139,7 +139,7 @@ def long_run(steady=True, **kwargs):
         sc.run(10000)
         res = evaluate_static_quantities(sc)
         print(res)
-    import lbmpy.plot2d as plt
+    import lbmpy.plot as plt
     plt.vector_field_magnitude(sc.velocity[:, :])
     plt.show()
 
diff --git a/lbmpy_tests/full_scenarios/square_channel/scenario_square_channel.py b/lbmpy_tests/full_scenarios/square_channel/scenario_square_channel.py
index 71d0aa5..a1082e5 100644
--- a/lbmpy_tests/full_scenarios/square_channel/scenario_square_channel.py
+++ b/lbmpy_tests/full_scenarios/square_channel/scenario_square_channel.py
@@ -181,7 +181,7 @@ def run(convergence_check_interval=1000, convergence_threshold=1e-12, plot_resul
         last_vel_field = np.copy(vel)
 
     if plot_result:
-        import lbmpy.plot2d as plt
+        import lbmpy.plot as plt
         vel_profile = vel[1, params['domain_size'][1] // 2, :, 0]
         plt.subplot(1, 2, 1)
         plt.plot(vel_profile)
diff --git a/lbmpy_tests/phasefield/test_liquid_lens_angles.ipynb b/lbmpy_tests/phasefield/test_liquid_lens_angles.ipynb
index b9c6b10..e190dc0 100644
--- a/lbmpy_tests/phasefield/test_liquid_lens_angles.ipynb
+++ b/lbmpy_tests/phasefield/test_liquid_lens_angles.ipynb
@@ -6,10 +6,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "from lbmpy.session import *\n",
     "from lbmpy.phasefield.experiments2D import *\n",
-    "import lbmpy.plot2d as plt\n",
-    "from lbmpy.phasefield.post_processing import *\n",
-    "import numpy as np"
+    "from lbmpy.phasefield.post_processing import *"
    ]
   },
   {
@@ -83,6 +82,10 @@
    "outputs": [
     {
      "data": {
+      "image/png": "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\n",
+      "text/latex": [
+       "$\\displaystyle \\left[ 151.4964898829199, \\  165.52435158031807, \\  42.97915853676206\\right]$"
+      ],
       "text/plain": [
        "[151.4964898829199, 165.52435158031807, 42.97915853676206]"
       ]
@@ -128,9 +131,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<Figure size 1152x432 with 1 Axes>"
       ]
      },
      "metadata": {
@@ -190,7 +193,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.2"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/lbmpy_tests/test_geometry_setup_serial.py b/lbmpy_tests/test_geometry_setup_serial.py
index 28bcff8..cafd3a1 100644
--- a/lbmpy_tests/test_geometry_setup_serial.py
+++ b/lbmpy_tests/test_geometry_setup_serial.py
@@ -25,7 +25,7 @@ def test_pipe():
                                       optimization={})
             add_pipe_walls(sc.boundary_handling, diameter)
             if plot:
-                import lbmpy.plot2d as plt
+                import lbmpy.plot as plt
                 from pystencils.slicing import make_slice
                 if len(domain_size) == 2:
                     plt.boundary_handling(sc.boundary_handling)
diff --git a/lbmpy_tests/test_plot.py b/lbmpy_tests/test_plot.py
index 803eb9a..dd241af 100644
--- a/lbmpy_tests/test_plot.py
+++ b/lbmpy_tests/test_plot.py
@@ -2,7 +2,7 @@ import os
 import numpy as np
 from tempfile import TemporaryDirectory
 from lbmpy.scenarios import create_lid_driven_cavity
-import lbmpy.plot2d as plt
+import lbmpy.plot as plt
 
 
 def test_animation():
@@ -21,22 +21,22 @@ def test_animation():
     plt.cla()
 
     with TemporaryDirectory() as tmp_dir:
-        ani = plt.vector_field_magnitude_animation(run_vec, interval=1, frames=30)
+        ani = plt.vector_field_magnitude_animation(run_vec, interval=1, frames=2)
         ani.save(os.path.join(tmp_dir, "animation1.avi"))
 
-        ani = plt.vector_field_animation(run_vec, interval=1, frames=30, rescale=True)
+        ani = plt.vector_field_animation(run_vec, interval=1, frames=2, rescale=True)
         ani.save(os.path.join(tmp_dir, "animation2.avi"))
 
-        ani = plt.vector_field_animation(run_vec, interval=1, frames=30, rescale=False)
+        ani = plt.vector_field_animation(run_vec, interval=1, frames=2, rescale=False)
         ani.save(os.path.join(tmp_dir, "animation3.avi"))
 
-        ani = plt.scalar_field_animation(run_scalar, interval=1, frames=30, rescale=True)
+        ani = plt.scalar_field_animation(run_scalar, interval=1, frames=2, rescale=True)
         ani.save(os.path.join(tmp_dir, "animation4.avi"))
 
-        ani = plt.scalar_field_animation(run_scalar, interval=1, frames=30, rescale=False)
+        ani = plt.scalar_field_animation(run_scalar, interval=1, frames=2, rescale=False)
         ani.save(os.path.join(tmp_dir, "animation5.avi"))
 
-        ani = plt.surface_plot_animation(run_scalar, frames=30)
+        ani = plt.surface_plot_animation(run_scalar, frames=2)
         ani.save(os.path.join(tmp_dir, "animation6.avi"))
 
 
diff --git a/lbmpy_tests/test_serial_scenarios.py b/lbmpy_tests/test_serial_scenarios.py
index 05c057b..6f2bf95 100644
--- a/lbmpy_tests/test_serial_scenarios.py
+++ b/lbmpy_tests/test_serial_scenarios.py
@@ -62,7 +62,7 @@ def create_force_driven_channel(force=1e-6, domain_size=None, dim=2, radius=None
 
 
 def plot_velocity_fields(vel1, vel2):
-    import lbmpy.plot2d as plt
+    import lbmpy.plot as plt
     diff = np.average(np.abs(vel2 - vel1))
     has_diff = diff > 1e-12
     num_plots = 3 if has_diff else 2
diff --git a/lbmpy_tests/test_stencils.py b/lbmpy_tests/test_stencils.py
index 563db97..4449c09 100644
--- a/lbmpy_tests/test_stencils.py
+++ b/lbmpy_tests/test_stencils.py
@@ -2,10 +2,9 @@ import pytest
 import itertools
 import warnings
 import sympy as sp
+import pystencils as ps
 import lbmpy.stencils as s
-import pystencils.stencils
 from lbmpy.stencils import get_stencil
-from pystencils.stencils import is_valid_stencil, is_symmetric_stencil, visualize_stencil
 
 
 def get_3d_stencils():
@@ -51,18 +50,18 @@ def test_uniqueness():
 
 def test_run_self_check():
     for st in get_all_stencils():
-        assert pystencils.stencils.is_valid_stencil(st, max_neighborhood=1)
-        assert pystencils.stencils.is_symmetric_stencil(st)
+        assert ps.stencil.is_valid(st, max_neighborhood=1)
+        assert ps.stencil.is_symmetric(st)
 
 
 def test_inverse_direction():
-    assert pystencils.stencils.inverse_direction((1, 0, -1)), (-1, 0 == 1)
+    assert ps.stencil.inverse_direction((1, 0, -1)), (-1, 0 == 1)
 
 
 def test_free_functions():
-    assert not is_symmetric_stencil([(1, 0), (0, 1)])
-    assert not is_valid_stencil([(1, 0), (1, 1, 0)])
-    assert not is_valid_stencil([(2, 0), (0, 1)], max_neighborhood=1)
+    assert not ps.stencil.is_symmetric([(1, 0), (0, 1)])
+    assert not ps.stencil.is_valid([(1, 0), (1, 1, 0)])
+    assert not ps.stencil.is_valid([(2, 0), (0, 1)], max_neighborhood=1)
 
     with pytest.raises(ValueError) as e:
         get_stencil("name_that_does_not_exist")
@@ -78,5 +77,5 @@ def test_visualize():
     figure = plt.gcf()
     with warnings.catch_warnings():
         warnings.simplefilter("ignore")
-        visualize_stencil(d2q9, figure=figure, data=[str(i) for i in range(9)])
-        visualize_stencil(d3q19, figure=figure, data=sp.symbols("a_:19"))
+        ps.stencil.plot(d2q9, figure=figure, data=[str(i) for i in range(9)])
+        ps.stencil.plot(d3q19, figure=figure, data=sp.symbols("a_:19"))
diff --git a/lbmpy_tests/test_stokes_setup.ipynb b/lbmpy_tests/test_stokes_setup.ipynb
index d3496b5..45ca108 100644
--- a/lbmpy_tests/test_stokes_setup.ipynb
+++ b/lbmpy_tests/test_stokes_setup.ipynb
@@ -7,7 +7,6 @@
    "outputs": [],
    "source": [
     "from lbmpy.session import *\n",
-    "from pystencils.jupytersetup import *\n",
     "from pystencils.slicing import add_ghost_layers, remove_ghost_layers\n",
     "from lbmpy.relaxationrates import lattice_viscosity_from_relaxation_rate, relaxation_rate_from_lattice_viscosity\n",
     "\n",
@@ -68,9 +67,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\sin{\\left (y \\right )} \\sin{\\left (k x \\right )}$$"
+       "$\\displaystyle \\sin{\\left(y \\right)} \\sin{\\left(k x \\right)}$"
       ],
       "text/plain": [
        "sin(y)â‹…sin(kâ‹…x)"
@@ -100,9 +99,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left[\\begin{matrix}\\sin{\\left (k x \\right )} \\cos{\\left (y \\right )}\\\\- k \\sin{\\left (y \\right )} \\cos{\\left (k x \\right )}\\end{matrix}\\right]$$"
+       "$\\displaystyle \\left[\\begin{matrix}\\sin{\\left(k x \\right)} \\cos{\\left(y \\right)}\\\\- k \\sin{\\left(y \\right)} \\cos{\\left(k x \\right)}\\end{matrix}\\right]$"
       ],
       "text/plain": [
        "⎡ sin(k⋅x)⋅cos(y)  ⎤\n",
@@ -134,9 +133,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAOIAAAAqBAMAAABchZo9AAAAMFBMVEX///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAv3aB7AAAAD3RSTlMAVO8Qq5l2zWa73USJMiI6he1VAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAEBElEQVRYCe1WS2hcVRj+JjeZmUzu3Jl2IaKLRooPuuksYqogTBV8FHyMWFIXxV7axAeUJkIloC0dRHHZwUfQjQZ84MLHCOJClMzCiqjI0EUX7SJ3qXTRhlBaKDX9zjn3njnn5qRwL6Td9IeZ8///953/P49/zj/ALZCtjZub1Hv8uZucEZi9nXETLvn2qW7CoTpq9dRHm1u+g3s8pzbkR8Nzjq2FDl8+l85Y7agAlaj6vyPUjw5fPpfOWIrPstINrjpC+W2HM49r786jcagpPb2wqlVD+dzQDfVfpZcjw2eoMewiBUzz8A6JVEJjilZntGYqQXwXeNb0ap2w9/6iNi2S36L/DYmd0oxYKWynciHtlXYpit274tEeShFQEpGVWKShOp0rAignjEIoTGBirzjmSlvoaXk3cfhhopmjgGsishKLtNwAxuQF/oJfFZ5kRFH4RzrxNGv4LrG88UQzRwEvMXIsFultOv1FflVf3/KBItgZi+PKa30Hi9p8S2sDRcJ/DmyYpH30l1qF6f7Q2tpFxbEzqgN48O/n4f1+uIszd75CVrEFTE4h4EXL23fALI47nsHk9PnDYUxS0fEJx2b9yFI7tjnYGavX6AruwenobIQFr4MK7dE20NuKItf43gawt1I8f8Xrlb+qzCkSeVKO8nvbZOOh2BSDnVG+C6U5bOt/Ayyf244iKZU6gvo+jHaAu2g6YBRWD3ltv+GvFiJBWpNCLr7k5wDPKBF/fv7N++fndwtbVk4gCrlJRpVKrff9QkR7qAsP96EWchFuGCOXCHgocVGKJEYhYo9fvBYKNRHHHpdCbp2PYK3zyAkRiRlFhS/3VTAXXHliQQQUi1qX0btqv6h2Rvm+6z2+1MBJZuOpYmQOBxnsZ35ccLN7gUS5KEWiIWUPf/oXvRU/sTnaGWWt8qJQv5e/sR9CDLdV5Yzuxodki8pxwSdZkL1CYxbFhl05XOZwB9c2zlgeZ8jgAfjR6T6O8eEbjfgLbomnYewKof0bwHtQ6/eW6p9BPOqClAhfBpb6zKHE5pjsceSxy08lb87E1D8I9v/WHfvj1b9IGVtkVTw9IxrqcX7ggD9Gcaox8fLki21FituFqgExx5Ako3KVQgPSqnzleJMwXh8NAhIe2JKk2gW30BsAseZFpqvJa1gvfKqfRLPL8w3XgwBhUyRJtgt6q+Mm5NDfcfhYOhG+hih/qxFpKmFTBEm9lsL7qAk59G8dPh5mBz/N9Al9uhFs+gVJtgvpdC9S88s9rVpK5n8dsl3IEIWWFSlt/Jd25LWNdnH3DWO8cEM0A5hqFxlm5qWa7SJvjGzzUu0i2+Q87HS7yBMj25x0u8g2Ow873S7yxMg2J90uss3Owb4OYSoa1vR89tkAAAAASUVORK5CYII=\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAANQAAAAwCAYAAABpC1SMAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAJ5ElEQVR4Ae2dgXXUOBCGk7wUwEEFhA6Aq+CggwAVAB3AowIe1wFQAQcdABUA6QA6ALYD7v+MxkhaWdauvbvarOY9x7Y0kmZ+aUYj2esc//r162hTdHx8/EJ1X9FxpuObjqdqb6Fzo4bApUTgJKeVDOKmjjs5nqE8Z0wvZUCPddwV31UdH4f4a0iXzE9qkKPJsL8IDBoUxiS1nskYPqyp3nlU7rnuMVBmq1rpQvK9rVW4Jlf9CAwalER/rePhRBV847FQz0+bWP28xZ3z+CajejRvza22Q0EgaVAaUC8FwBsNMDOClfFQ2RvR7MaMB33+farzr2R+KsmeCgPWfntHkvtsXYegcueU3zulJfAUvVfVN4uTBtCRf6hyAGWn4oqfbtek63iv46eOr5Y+doZXx5MxvhrykVMH678Am9rvJXPXN1PkVB2EvGdT6th22SG9LV3nlcZqifyqM4nT0oARIztzo4NJPF9K+BBOVFRniSJTeSQLazsATjoMJ2/nVKa2te3y0ok+mWQM4EI925Z9Sntjerv80TG9igxDOKVCPtYPzEBjRAg3yqfpkfoYvI/HKszlu2l2rV04lb2i460ODPsB8uTakqxs8bOWijdWcsV2midZwfmzk31tWVR+ocIfVN9aWK/d8JoFC/UuGquriDCIkzL6WUoVZsM94xUfW+mDYWHE9yK6v2n3q5zVHoN7csioOhh4JbKzjny/ioy75JWshNSTZieTX/XgcH7afc3nMb2VXzRW19ExhVM8Q9H4QpXjpXLEc6VvOT55DrwCM8InXbPYxSBY8OP994EYoLf3QVBhiyPEMc6CretXZui1nkFuC7NCvUfH6rrypnA6jSq7pfuSTgHo/vmUM5arSqM8MxJ18BAXTxc813FCKLl6upCEhIqEq1kHA494cR7Gxz2z2zudO3I8z3Tz3SVd0xkeH0ecENiCH3hSzwPxgGuOcFZ9PT6ja5dZ+YYONpH+tXzlYYisu64r3WS3bOq7pyNZL0w16418jkrGqukCTtDfOnD+4EOf0Ffffex0bxTiJCY/5GNNlA1zlE8nEzKdU1ZErE3DCE7CI7/Oua5V77ZDPoBEn2yIqnx0Z5Ojw8NhQlnSuhBMZ+6XQjKlgXcXxupsRtj3h6trdCfV1ZPEXXldyK0z/ROEcbqn79TMnzFg10pncA1uTiivar0ddkVjVbrA5y9N0J3+sr7hOomF0gOcTpXg01XdjM1QdAxkC9dXEn4hb/VDabxm9KrL3f8/C6cCmOSIGZjwt5+NdM9gg+goCJ534omxxQt+EXZ4Odq5jdcHT10bsZYbI9oD/4BUF+mfXCKzTdw+4dDQDER9Jr+rIjhVq7cnZelYJXLgTR4jZnOws7HMhlqMnfGGOKnzeo8oDiwxu71Ivg68b5bPr3eVa9VL6EQYEh/IRrtxOvdvS9sQLx6FmYeB2+seX5Pv+O7EeXbv8QxiIR5mJ9rrZzArz9nl2SyCjiR2M5fORZsM4gOXJTmV1uvoeIJNHaXRVpBmsim9k9vu/bPyDJsq9TZZJWfRWEUfK8NZNBqpGb94A5xOKO2R7xm95OASq8erfZUHfK9j1u1VCcob6bfiQ+3hzZ/H6e4e7zs3MWOMEV4MwhCGyHhy2NIpEGsl1ji0jWMB45IZSqzLJGy6NlUHfYYRmMdlzWBtDs1QyxX+STGdqtT7j5hdmDs6Vg2nqBxGtTKdRiWYvgYHkjqBTgFMQjtCPsIcOv2Ce11fJkJXaGiq9/MIEYbIylt9KT521MD1h3DEcXSkNGbTlzozA+fwDcMOV9474XDoo4WXhpEtlHbhpfmXjAOT3U/n2tKr1VuYrTVWVW5VRxPgdBIhBeC5jr8Pv9e5dCTUlZEweNXLQuZYTMclvdwAZUAmt9eFB2Ee+eDKeiUgr/NYj2BQGFBPKsuMgtMiL0cMcJM3xUd5MwLLz62f4KEMci/RnuhdPFbpJx027nE0jHH6rSPlPfHyLdnOAU4nlurOLGCTg8PlB53ggCUr7izHXuXJgBsTrgPK03GIH++/9EKqOgDnYp3yj67vK828n9X1Whf/qg2bfZ4lOg55Ld/KxWfayW2tB/2jNhg0HLmwhvpy7daud9FYdVjg0DpD0jlwfMofGwcBTqeqwCc6Jvfshc6NY3pClMdqmHja3ynRbT0k+ZAbL27AfVTaZ92zHdqvLTyJAYr8LKks4dp1Mb3WmTLgcE0HC/ZuIOvM76zI4y32hc4QWLJe9ActcmB45MFHSGXP9XQ5SBhG3C8+M32EfLbetVDNb9vn5xrH+jBOtPs90BsMY0xSY5U+7qIAhw+O4pGuKcuGF7NVanyQBQU4HYv5d7L7q4rYMboXdXTAs4sbyXWudtn16h9MblIOtQeYb7bV3lRdJC+GfFfyBrNRql7xMlhuixcjXyLlMxhxNGZ4Szy1JKyi99wyp3BKGRRgs1jtF8dzC7JOfU54vAWee6Pk2sKx/LWN9uZQRjKz/mJ3NHgJWend+kzpnfF4umF8yRlKPISr35W/Fec1Rf8hvafUWVo2iZNAY5D2hyojzg+eqPv5h3At/Rmcxc+2asFEMhP6Bc+udM/M1b9F4XiSz57QQ2SzUz8matFvSA6nU6D3EO9c6UM4Lc1QICrLw6sR7hBbHhxJfwYhYa9tKuwFBpIbY8AR9AtrpbFmtM0QQjjWdoN6iR+j5LHIaOgovioopfemBRvCacig6JiPAjUZY29a2F3WL6CYnfj5flUhbykmkp9dKd6ayC2kk9U53T/skzGZIlP0tjpKzzmckgZFxSrEJgBxdhCTlza6j3yuU/DgvYffRz2azLtDYNCgEMkZFRsUycXr7sTeTMvSlw2Z9jHOzcB7ELVmDeogEGhKNgRmRCB+U2LGqltVDYHDQ+BYKodPdg8Pg6ZxQ2A2BFrINxuUraKGwNFRC/naKGgIzIhAM6gZwWxVNQSaQbUx0BCYEYFmUDOC2apqCDSDqngM6EEzv03jux0/dfB+YaPKEWgGVXEH6Q0V3lLhNSheVD2It1Uq7o4i0ZpBFcG0cybeFs/9XH3nAjYBfiPQDKrykaBQz36y32aoyvsK8ZpB1d9JXchH+Fe/qE3C+CMtDZH6EGCG6mcnzVj8rIaPzfBbtZIPuIit0bYQaDPUtpBeox0ZDz/07NdPuuerRfzalk0Kfghp4aAuG9WAQJuhauiFYRnMYC77P2YYRmDPctrLsRV3mGYkfvDIF1D/0xrqYH45XXGXjIrWQr5RiHbKYOunjfxjhp1qdkkbbzNUpR3r1k98G7D7fp7uz3RtH7PsNykqFf9gxWozVL1dX/yx+3pVODzJmkHV2+c8f+pnIu851N58L69eaDcnWdvl2xy2U2tmy5xNCZ9SH7v389v1jhH4H9Ok9Yg/7tBKAAAAAElFTkSuQmCC\n",
       "text/latex": [
-       "$$\\frac{1}{k} \\left(k^{2} + 1\\right) \\cos{\\left (y \\right )} \\cos{\\left (k x \\right )}$$"
+       "$\\displaystyle \\frac{\\left(k^{2} + 1\\right) \\cos{\\left(y \\right)} \\cos{\\left(k x \\right)}}{k}$"
       ],
       "text/plain": [
        "⎛ 2    ⎞                \n",
@@ -169,9 +168,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAVoAAAA0BAMAAAA59u3bAAAAMFBMVEX///8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAv3aB7AAAAD3RSTlMA74lUMhBEu82ZdiJmq90rlAUJAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAJ0UlEQVRoBdVaf4xcVRU+O/Pe7PzYfbsJlGiNduIfhC0NTkMCsTF0N1apJLgjIWlTbXYk/mUiO8QYtC3pGIVsweKmgbRpJH1Fie7iptOIbEgad8pfFGJYFaUUY8f4kxZhoaVYtVm/c+5999335r4FA9Z4krnv3HO+d+439903775vl2gFy+1/eIXs/yK1ZvnNnmG9hgpdSyd7ckRlR+xyhD62/AZdselTPUPdrCNnabzdk6TCYm/sckRu37SernQMdK+O/ZkWGo70Oh075sip0HPOTKVjhwccE4F8BHKVGHOxLYVEWz4ilTfW7QG0H6hgpenIqdCgYTIWxqB5U1ZiL8cZywNILC4RJ51sF5jNHgGdiaHKW49ceVr8oqGUAOVXEfmtKDRejTyiB+CqshLbGmcsj0FscQnV59bJdoQz57jJKV5EG7iHEi+dBtvKknROSJtutj/yFkJr02H0B7iYlFXJXKiOiVZAEnGUcLK9AugCj0mGkGZLdARs6VXO0Vlpe5oyn/m5njBR0I7KqqQ/nAFSYUcJF1uPh8t10RSqhVEcYEm2+zlU6XLba8K22NCJJ0YN4mfwpGwUuS9yrCODlJkSUcC9Egb4Oxen83Ojm6+/kacSlmR7mEOyeseI5rhjmbCVJXTLJ35U2b3offOh2VOcn8FHytK2uScfDYl4xfn7Rmp02+zV5H3/2Rb6APkzIR2tx6sQUW2uuS21kJyoPT7ZWbO8rHFJtpP8Hfo7aK4jekVDooOwHWhh1CYFVFykYActtJHdhY+U9asDZwIAnkHgaM37kHeW+sMtRF30Acrlh+kIljkQKXOx7W8CtHFb/QsWNsl2fBSpoIZmD/nWfSMnCNt8F+toFR57/YvUP0xDHaT+gI+UzdVzb+XB/yYEpih/PqiSd/6LdQoV6CeYrruJuETKXGwxHUSHpmPkNVNTv5+a2isBucsWGvD70IBqnle5/+BrsL+OwiVh6y3Be31HW9i2aChE9yp8pKxPxSZ8GseJF/lYI3ozePtxjgFU7wvpH0RSgkOxudgGTPRvPwxjVHrdLqC8sAVVWTc2NGZ723cvCttmzFaXFfbMtgBatLFB9LZ/zTKPy19psu6df9dseW79C5ULOM9YciXI3PJKKHUpqNYNShxhW+jiR6NOzzd4JWi2WAlRWVlKdKc1txd/SgM8Ii+XA1QexhdBiZS55pbZDiz553IWNslW9jp8lwVNWqhVLRxcYcu3SD6kwY7FdldUNl8/QmV8R77LpoDrm6bCBYzwW/QBonv4irzbu2ywSYTP+Wy28pvAP1ITXTr0RA0DWCZsS1WwWEX9bUxsNLf4wVJlJ2u76RjO2IfP0Q5d611JxSoe6TvRB4j202QH160KN2muueXLgImbecyCRnP7yJq9HaLjnOErtXHfbHktd2Ir/eLvmKPiKADrfny1d/rS7acvfXL3hwHAhVdlt89u+14HgW/j47/0aJue+uhv6I5nn26gDxBtX3uorUqgY5uLrXro2ijrLpOwPMv4yevarAsifiTFdfjJa5vzYahAB4BzlHCxlfvSLgv/84n+/dI7QbQ6EbY6qQmXTLxhUcCsXc1gy+f7zVHCyZbX00rmy44Hi7KCHxqn+S1XmNelZe4d404KOv0hlkjLgmrXyXasF5eIDCxKt9IsdBPxuNOfuugqMx8D2EuR18l5Ksw+BN9Vwsl2sKbPzDgEoyrB97XbnnOGKx07/H696bgugj3O03bncvrpud0sg398RQqV5orp/2IyxfYzv5Ox8g0z5Mg36sbXTqkngl3eZdFJUmxlEyekPq2o5dqDLU3SPoRRx2soz62TqFw5Ar/nYxZbT1/toO390zHIV6LYzdpx6yQq+f6pJVlsi/pqB43kXkyTy3W0c68+ZugkKrtOg97zIYvtQVNZdtumFzl/Uk4pjALk1ElUVqslBqod/QP4Dr9kCqxAGWwreFr5d3UZGYTcpm1GBVgn0arOmTQk7penI9+zHtXmp+XlKJs44lGiGUhYQBls5ZW1KIOMJGqgw1oMLaioJPewL2eoYKJlbaeyFIU8S88stnXU/QR+AFnFQGACymDbVwNkiBuzFcHeWkxpMUFHOqyTKPnlhPRNo9FK29FqiUkqx5yRtbvRDBRaQGm261VuvI6j7LnvoC+pUMRWvRuUmhwVnUQ2mLFOkkIf4Upqh6kypsWGU1m2ZiMMLFCK7VOvn5LkcW6vw8f71vVfkwi/tyiTdwPesWPiuc110cQ6CTowgxa2h1UQa2JT5NlSz30mGDuyu2UGkTEoxTZK8W4YWsGGF/qWl5dU0Iyv3hJl0yjvuyK/KJ1kzCg3Bi1sZY5YjJm/RJs/eMtciJJ86207SBXcBbz6HZqNYmALOxls7+bzz5Wf/BeO2sz4wpZfobGra6IR+UWBMBevKM+gha284m5hMWYv0V/CCj9w+jtE1fVUxmQ8g65Ds1EMbGEngy2KQtZ4zEfFyMz4wlY9M4qLyFqqTqzcGLSwXWgAJ2LMPUR3EfEk4AW/UjsgX/gmdB2ajWJgCzvCdisLLa/hnW6ZDafKDJVYRtGWm5p68ANTU0xO3WUV0ZOCafRjVSdSbmy0YlsDTsQYsP06sRLD4omPN6WhMFOzIWFgCTtZ65bnNji1A60xM1vpuY1VHUu5Meh4bkWMAVusMs2WRWJeJFmajWbAX0hAabaHq5wgXl400ZALKH00Zny1bmWvwyshkl8AKXWNcmPQwna8jayIMTFbkXpaxD8Xd6JKpIfZmo1mwF9Ivbqn1m3Q4ATRi/g8j/unyh1lZnxhq97iB5uR/CKYIFZuDFrYTtaR38BiTMyW7zJIMghkajbCwBZ2UmwnuCyMv/GLNDRa5Y4yM76wlV9akavAOFJ1JmLlxqCF7XEuIWIMloFeCfyoLjULfMNlaTbCwBZ2UmxxTcR4MnZR+aAmz7FofKXFqGcZzzDmKFJ1LOUmQittZz8XYDHm1uVf37r8wo1vLCqpx//lDK8o3N9OzUYY2MJOiu2IN8eFRe0UJ26i8VWkGMrxqjgP72TcS6LvjxOxJ0/eUivjDxhOYSfF9js3qLVQqsZVtee37ZBeMkmdZHWMSKC1WhJnxcOu5iRuZTy6w1SGu2Y3pXOuXc2lUZX0hjUo6/BzlRiz85nKzQAufK9B3niV+Edya28OkZ3JqICSc+ut/qrG/CqJ7en9UUUGa1am0LU6thupJXYMC6BJX54ZRSzFS6Pmk2gBJdmWm2OeArm/rykwUFWu3zKhFZwMteSYOuU/etOx/+LfH342p0rkp1cYnch88ZV1ElXDvNKsWPKdk/wXf/u/KYrtwR/os25Y8eyHo2y+EXnZR5dako3OzvB/U/xf2b8BsqDdlxVHjgIAAAAASUVORK5CYII=\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left[\\begin{matrix}\\left(k^{2} + 1\\right) \\left(\\mu - 1\\right) \\sin{\\left (k x \\right )} \\cos{\\left (y \\right )}\\\\- \\frac{1}{k} \\left(k^{2} + 1\\right) \\left(k^{2} \\mu + 1\\right) \\sin{\\left (y \\right )} \\cos{\\left (k x \\right )}\\end{matrix}\\right]$$"
+       "$\\displaystyle \\left[\\begin{matrix}\\left(k^{2} + 1\\right) \\left(\\mu - 1\\right) \\sin{\\left(k x \\right)} \\cos{\\left(y \\right)}\\\\- \\frac{\\left(k^{2} + 1\\right) \\left(k^{2} \\mu + 1\\right) \\sin{\\left(y \\right)} \\cos{\\left(k x \\right)}}{k}\\end{matrix}\\right]$"
       ],
       "text/plain": [
        "⎡  ⎛ 2    ⎞                           ⎤\n",
@@ -290,9 +289,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$\\left[\\begin{matrix}\\sin{\\left (k x \\right )} \\cos{\\left (y \\right )}\\\\- k \\sin{\\left (y \\right )} \\cos{\\left (k x \\right )}\\end{matrix}\\right]$$"
+       "$\\displaystyle \\left[\\begin{matrix}\\sin{\\left(k x \\right)} \\cos{\\left(y \\right)}\\\\- k \\sin{\\left(y \\right)} \\cos{\\left(k x \\right)}\\end{matrix}\\right]$"
       ],
       "text/plain": [
        "⎡ sin(k⋅x)⋅cos(y)  ⎤\n",
@@ -323,9 +322,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$4.781968159653842e-07$$"
+       "$\\displaystyle 4.781968159653842e-07$"
       ],
       "text/plain": [
        "4.781968159653842e-07"
@@ -337,12 +336,14 @@
     },
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -467,12 +468,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -505,12 +508,12 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
-       "$$0.0007012618474408325$$"
+       "$\\displaystyle 0.0007012618474408331$"
       ],
       "text/plain": [
-       "0.0007012618474408325"
+       "0.0007012618474408331"
       ]
      },
      "execution_count": 17,
@@ -519,12 +522,14 @@
     },
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -543,8 +548,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "L2  Error 0.007035092839391688\n",
-      "Inf Error 0.010440166565635706\n"
+      "L2  Error 0.00703509283939189\n",
+      "Inf Error 0.010440166565635456\n"
      ]
     }
    ],
@@ -565,12 +570,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -587,12 +594,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA7oAAAFpCAYAAACyMVTFAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzs3Xd4lFXi9vH7pFND6BAIvYceQnetCCpVEJEqKCjWtZddde2rrgVRpEqxAiogqIgVpIfeQyjSIRAIEEid8/7B+HtZN0hJyJlMvp/rmivzPHlmcgMSuXPOc46x1goAAAAAAH8R4DoAAAAAAAC5iaILAAAAAPArFF0AAAAAgF+h6AIAAAAA/ApFFwAAAADgVyi6AAAAAAC/QtEFAAAAAPgVii4AAAAAwK/kStE1xnQ0xmwxxiQYY57I5vOhxpjPvZ9faoypetbnnvSe32KMuf5C3xMAAAAAgOzkuOgaYwIlvSepk6T6kvoYY+r/6bIhko5aa2tKekvSv72vrS/pVkkNJHWU9L4xJvAC3xMAAAAAgP8RlAvvESspwVq7XZKMMZ9J6ipp41nXdJX0nPf5dEkjjTHGe/4za22apB3GmATv++kC3vN/lC5d2latWjUXfkkAAAAAAF+zYsWKw9baMue7LjeKbqSk3Wcd75HU8lzXWGszjTHJkkp5zy/502sjvc/P957/o2rVqoqLi7uo8AAAAACA/MEY8/uFXJcb9+iabM7ZC7zmYs//7xc3ZqgxJs4YE5eYmPiXQQEAAAAA/i83iu4eSZXPOq4kad+5rjHGBEkKl5T0F6+9kPeUJFlrx1hrY6y1MWXKnHcEGwAAAADg53Kj6C6XVMsYU80YE6Izi0vN+tM1syQN9D7vKekna631nr/VuypzNUm1JC27wPcEAAAAAOB/5PgeXe89t/dKmispUNIEa+0GY8zzkuKstbMkjZc0xbvYVJLOFFd5r5uqM4tMZUq6x1qbJUnZvWdOswIAAAAA/J85M7DqH2JiYiyLUQEAAACAfzLGrLDWxpzvutyYugwAAAAAgM+g6AIAAAAA/ApFFwAAAADgVyi6AAAAAAC/QtEFAAAAAPgVii4AAAAAwK9QdPOItVYzV+9Vlsd/tnMCAAAA4B8On0zTL1sOuY6Rayi6eeTX+EQ98Nlq9Ru3VIeOp7qOAwAAAACSpCXbj+iGdxbogc9W62Rapus4uYKim0f+VruMXuvZSKt2H9UNIxZowdZE15EAAAAAFGBZHqsRP27VbWOXqEhokD65s6WKhga5jpUrKLp5xBijW2Iqa9a97RRROEQDJizTG3O3KDPL4zoaAAAAgAIm8USaBkxYqjfnxatz44r6+r52alAx3HWsXEPRzWO1yxXTzHvbqmezShr5c4JuG7dUB5KZygwAAAAgbyxKOKxO7yxQ3M6jerVHQ73du4nfjOT+gaLrQOGQIL3eq7HevKWx1u9N1g0jFvjVjd8AAAAAfE+Wx+rNefHqO36pwgsFaea9bXVrbJSMMa6j5TqKrkM9mlXSrHvbqWyxUA36cLn+/d1mZTCVGQAAAEAuO3Q8Vf3GLdWIH7eqR9NK+vq+dqpbvrjrWJeNf41P50M1yxbVjHva6l9fb9CoX7bJY62e7FTPdSwAAAAAfiIzy6P+45dpV9Ipvd6zkXrFVHYd6bJjRNcHhAUH6pUejXRzs0r68Led2p10ynUkAAAAAH5iatwebTl4Qm/e0rhAlFyJoutTHrm+toyR3vh+i+soAAAAAPxASlqm3pwXr5gqEeoYXd51nDxD0fUhFcILaUi7apq5ep/W7jnmOg4AAACAfG7M/O06fDJNT95Qzy8XnToXiq6PufvKGipVJEQvf7NJ1lrXcQAAAADkU4eOp2rM/O26oWF5Na8S4TpOnqLo+phiYcF64NpaWrI9ST9tZsshAAAAAJfmrR/ilenx6LHr67qOkucouj6oT2yUqpcuole+3axMthsCAAAAcJHiD57Q58t3q2/LKqpauojrOHmOouuDggMD9FjHuko4dFJT4/a4jgMAAAAgn3n1280qEhKk+6+p5TqKExRdH3V9g3KKqRKhN+fFKyUt03UcAAAAAPnEom2H9dPmQxp+VU2VLBLiOo4TFF0fZYzRUzfW0+GTaRozf7vrOAAAAADyAY/H6uVvNqlieJhub1vVdRxnKLo+rFlUhG5sWEFj5m/XoeOpruMAAAAA8HGz1uzT+r3H9cj1dRQWHOg6jjMUXR/3WMc6yvR49NYP8a6jAAAAAPBhqRlZen3uFjWoWFzdmkS6juMURdfHVSlVRP1aVdHny3cr/uAJ13EAAAAA+KhJi3Zq77HTeuqGegoIMK7jOEXRzQfuv7qWioQG6dVvN7uOAgAAAMAHHU1J18ifE3RlnTJqW7O06zjOUXTzgYgiIbrnqpr6afMhLdp22HUcAAAAAD7m3Z8SlJKWqSc71XMdxSdQdPOJQW2qKrJEIT03a4PSMrNcxwEAAADgIzbuO67Ji3eqV/PKqlO+mOs4PoGim0+EBQfqxe7Rij94Uu/8sNV1HAAAAAA+ID3To0emrVGJwiF6olNd13F8BkU3H7mqTln1jqmsD37dptW7j7mOAwAAAMCx935O0Mb9x/Vy92hFFAlxHcdnUHTzmadvqqfyxcP08NTVSs1gCjMAAABQUK3fm6z3fk5Q96aR6tCgvOs4PoWim88UDwvWqzc30rbEFL01j711AQAAgILojynLEUVC9Gzn+q7j+ByKbj50Re0y6hMbpbELtmvF70ddxwEAAACQx979aas2HzihV7o3VInCTFn+M4puPvX0jfVUIbyQHp22hinMAAAAQAGyds8xvf/LNt3crJKurV/OdRyfRNHNp4qGBum1no20/XCK3pi7xXUcAAAAAHkgLTNLD09do9JFQ/QMU5bPiaKbj7WtWVr9WkVp/MIdWr4zyXUcAAAAAJfZ2z9s1dZDJ/XqzY0UXijYdRyfRdHN557sVE+RJc5MYT6dzhRmAAAAwF+t3n1Mo3/dpltiKumqOmVdx/FpFN18rkhokF7v2Vg7j5zSa3M3u44DAAAA4DJIzcjSw1NXq1zxMP3jJqYsnw9F1w+0rlFKg9pU1YcLd2rJ9iOu4wAAAADIZW/Ni9e2xBT9++ZGKh7GlOXzoej6icc61lGVUoX16PQ1SknLdB0HAAAAQC5Z8XuSxi7Yrj6xlXVF7TKu4+QLFF0/UTgkSG/0aqw9R0/rxTmbXMcBAAAAkAtS0jL10NQ1qliikJ66oZ7rOPkGRdePtKhaUkOvqK5Pl+3Sz5sPuY4DAAAAIIde/maTdiWd0hu9GqsYU5YvGEXXzzx0XW3VKVdMj32xVkdT0l3HAQAAAHCJft5ySB8v3aU72lVTq+qlXMfJVyi6fiY0KFBv9m6sY6fS9Y8Z62WtdR0JAAAAwEU6dipdj09fq1pli+rhDnVcx8l3KLp+qEHFcD14bW3NWbdfs9bscx0HAAAAwEX658wNSkpJ11u9mygsONB1nHyHouunhl1RXc2iSuifM9brQHKq6zgAAAAALtCsNfv09Zp9euCaWoqODHcdJ1+i6PqpoMAA/eeWJsrIsnp0+hqmMAMAAAD5wMHjqfrnjPVqXLmE7r6yhus4+RZF149VK11ET91YTwu2HtZHS3e5jgMAAADgL1hr9dj0tUrLzNKbtzRWUCB17VLxO+fn+rWM0hW1y+jlOZu043CK6zgAAAAAzuGTZbv0a3yinuxUTzXKFHUdJ1+j6Po5Y4xeu7mRQoIC9PDU1crM8riOBAAAAOBPdh5O0YuzN6ldzdLq36qK6zj5HkW3ACgfHqYXukVr5a5jGj1/u+s4AAAAAM6S5bF6eNoaBQUavd6rkQICjOtI+V6Oiq4xpqQxZp4xZqv3Y8Q5rhvovWarMWbgWeebG2PWGWMSjDEjjDHGe/51Y8xmY8xaY8xXxpgSOckJqUvjirqpUQW9/UO81u455joOAAAAAK9RvyRoxe9H9ULXaFUIL+Q6jl/I6YjuE5J+tNbWkvSj9/i/GGNKSnpWUktJsZKePasQj5I0VFIt76Oj9/w8SdHW2kaS4iU9mcOckPRit2iVKRqq+z5dpROpGa7jAAAAAAVe3M4kvfXDVnVuXFFdm1R0Hcdv5LTodpU0yft8kqRu2VxzvaR51toka+1RnSmxHY0xFSQVt9Yutmf2vpn8x+uttd9bazO9r18iqVIOc0JSicIhevvWptqddEr/nLGeLYcAAAAAh5JPZeiBz1YrskQhvdQ9Wt4JrsgFOS265ay1+yXJ+7FsNtdEStp91vEe77lI7/M/n/+zwZK+zWFOeMVWK6kHrqmtGav36YuVe13HAQAAAAoka60e/2KtDh5P1Yg+TVU8LNh1JL8SdL4LjDE/SCqfzaeevsCvkd2PJexfnD/7az8tKVPSx3+Rb6jOTH9WVFTUBUYq2O69uqYWbTusZ2auV7OoEqrO0uUAAABAnvp46S59t+GAnuxUV00qsyRRbjvviK619lprbXQ2j5mSDnqnIMv78VA2b7FHUuWzjitJ2uc9Xymb8/K+30BJN0nqa/9ijq21doy1NsZaG1OmTJnz/XIgKTDA6J1bmyo0KED3frJKaZlZriMBAAAABcaWAyf0wuyNuqJ2Gd3ZvrrrOH4pp1OXZ0n6YxXlgZJmZnPNXEkdjDER3kWoOkia653qfMIY08q72vKAP15vjOko6XFJXay1p3KYEdkoHx6m13s21sb9x/XKN5tdxwEAAAAKhNPpWbr3k5UqFhas//RqzFZCl0lOi+6rkq4zxmyVdJ33WMaYGGPMOEmy1iZJekHScu/jee85Sbpb0jhJCZK26f/fiztSUjFJ84wxq40xH+QwJ7Jxbf1yGtSmqiYu2qkfNh50HQcAAADwe8/P3qith07qzVsaq0yxUNdx/Jbxp5V3Y2JibFxcnOsY+UpaZpa6v7dI+5NP69sHrlD58DDXkQAAAAC/NGftft3zyUrd9bcaeqJTXddx8iVjzAprbcz5rsvpiC7yudCgQL17W1OlZXr0wGerlOXxnx98AAAAAL5id9IpPfHlWjWpXEIPd6jtOo7fo+hCNcoU1b+6NNDSHUka+VOC6zgAAACAX8nI8uj+z1ZJVnq3T1MFB1LDLjd+hyFJ6tm8kro2qah3fozXku1HXMcBAAAA/MZ/vo/Xql3H9HKPhqpcsrDrOAUCRReSJGOMXuwWrSqliui+T1fp0PFU15EAAACAfG/exoP64Ndt6hNbWZ0bV3Qdp8Cg6OL/FAsL1qh+zXQiNUP3frpKmVke15EAAACAfGvXkVN6aOpqRUcW17OdG7iOU6BQdPFf6pYvrpe6NdSyHUl6/fstruMAAAAA+VJqRpbu/niFjKRRfZsrLDjQdaQChaKL/3Fz80rqExul0b9u1/cbDriOAwAAAOQ7z83aoA37juut3k24L9cBii6y9Wzn+oqOLK6Hp63R70dSXMcBAAAA8o1pcbv12fLdGn5lDV1Tr5zrOAUSRRfZCgsO1Ki+zRVgjO76aKVSM7JcRwIAAAB83sZ9x/WPGevVunopPXQd++W6QtHFOVUuWVhv9W6sTfuP69mZG1zHAQAAAHza8dQMDf94hcILBWtEn6YKYr9cZ/idx1+6um453XNVDX0et1tT43a7jgMAAAD4JGutHpu2VruPntZ7fZupTLFQ15EKNIouzuuh6+qoTY1S+ueM9dqwL9l1HAAAAMDnjFuwQ99tOKAnO9VVi6olXccp8Ci6OK/AAKMRfZqqROFgDf94pZJPZ7iOBAAAAPiMZTuS9Op3m9UpuryGtKvmOg5E0cUFKl00VO/d1kx7j57WQ5+vlsdjXUcCAAAAnDuQnKp7PlmpqJKF9VrPRjLGuI4EUXRxEWKqltQznevrx82H9Oa8eNdxAAAAAKdSM7I0bEqcTqVlanT/5ioWFuw6EryCXAdA/tK/VRVt2HtcI39OUP2KxXVDwwquIwEAAAB5zlqrp79arzV7kjWmf3PVLlfMdSSchRFdXBRjjJ7v1kDNokro4alrtGn/cdeRAAAAgDw3YeFOfbFyjx68tpY6NCjvOg7+hKKLixYaFKgP+jVX8UJBGjolTkdT0l1HAgAAAPLMwoTDevmbTepQv5zuv7qW6zjIBkUXl6Rs8TCN7h+jg8fTdM8nK5WZ5XEdCQAAALjsdh05pXs+WakaZYrozd5NFBDA4lO+iKKLS9akcgm93L2hFm07ope+2eQ6DgAAAHBZpaRlauiUOFkrjR0Qo6KhLHnkq/iTQY70bF5JG/Yl68OFO9WgYrh6Nq/kOhIAAACQ66y1enT6GsUfPKFJg2NVpVQR15HwFxjRRY49fUM9talRSk99tU6rdx9zHQcAAADIde/9nKBv1h3Qk53qqX2tMq7j4DwousixoMAAjbytmcoWC9WwKXE6dDzVdSQAAAAg1/yw8aDe+D5e3ZtG6o721VzHwQWg6CJXlCwSorEDYnT8dKaGTlmh1Iws15EAAACAHNty4IQe/Hy1GkaG65UeDWUMi0/lBxRd5Jp6FYrrrd5NtGbPMT0ybY08Hus6EgAAAHDJEk+kafDE5SocEqgxA5orLDjQdSRcIIouclXH6PJ6vGNdzV67X2//EO86DgAAAHBJUjOydOfkOCWlpGv8wBaqEF7IdSRcBFZdRq4bdkV1bU88qRE/JahamSLq3pSVmAEAAJB/eDxWj0xbozV7jmlU3+ZqWCncdSRcJEZ0keuMMXqxW0O1rl5Kj09fp+U7k1xHAgAAAC7Y2z/Ea/ba/Xq8Y111jC7vOg4uAUUXl0VIUIBG9WumShGFNHRynH4/kuI6EgAAAHBeX67coxE/Jah3TGUNu6K66zi4RBRdXDYlCodowqAWspIGT1yu5NMZriMBAAAA57R8Z5Ke+GKdWlcvpRe6RbPCcj5G0cVlVbV0EY3u11y7kk5p+McrlJHlcR0JAAAA+B+/H0nR0MlxqhRRSB/0a66QIKpSfsafHi67ltVL6ZUejbQw4Yiemble1rLtEAAAAHxH8qkMDZ64XFbShEEtFF442HUk5BCrLiNP9GxeSdsTT+r9X7apeumiupP7HQAAAOADMrI8Gv7JCu1KOqWPhrRU1dJFXEdCLqDoIs880qGOdh5J0cvfblLFEoV0Y6MKriMBAACgALPW6vEv1mphwhG90auxWlYv5ToScglTl5FnAgKM3ryliZpHRejvn6/Wku1HXEcCAABAAfaf7+P15cq9+vu1tdWzeSXXcZCLKLrIU2HBgRo3MEaVS57Zdij+4AnXkQAAAFAAfbTkd438OUF9Yivr/mtquo6DXEbRRZ4rUThEkwbHKiw4UAMnLNOB5FTXkQAAAFCAfL/hgJ6ZuV5X1y2rF7qyjZA/oujCiUoRhfXh7S10IjVTgz5cpuOp7LELAACAy2/lrqO6/7NValiphEbe1lRBgVQif8SfKpxpUDFco/o1U8Khkxo2eYXSMrNcRwIAAIAf2554UkMmLle54mEaPzBGhUNYm9dfUXThVPtaZfRaz0ZavP2IHp22Vh4Pe+wCAAAg9x06kaqBHy5TgDGadHusShcNdR0JlxE/woBzPZpV0oHjqXrtuy2qEB6mJ2+o5zoSAAAA/EhKWqaGTIzT4RPp+mxoK/bKLQAouvAJd/+thvYfS9Xo+dtVPjxMt7et5joSAAAA/EBGlkfDP16pjfuPa+yA5mpcuYTrSMgDFF34BGOMnuvSQAePp+r52RtVskiIujaJdB0LAAAA+ZjHY/X49LX6NT5Rr/ZoqKvrlnMdCXmEe3ThMwIDjEb0aarYqiX18NQ1+nnLIdeRAAAAkE9Za/X87I36ctVePdKhtm6NjXIdCXmIogufEhYcqLEDY1SnfDHd/dEKxe1Mch0JAAAA+dCIHxM0cdFODWlXTfdcVdN1HOQxii58TvGwYE0aHKuK4YU0eOJybdp/3HUkAAAA5COTFu3UWz/E6+ZmlfT0DfVkjHEdCXmMogufVLpoqCYPiVWR0CD1H79Mvx9JcR0JAAAA+cDM1Xv17KwNuq5+Of375oYKCKDkFkQUXfisShGFNWVIrLI8HvUbv1QHj6e6jgQAAAAf9vPmQ3p46hq1ql5S7/ZpqqBA6k5BxZ88fFrNssU08fZYJZ1M14Dxy3TsVLrrSAAAAPBBy3cm6a6PVqheheIaOyBGYcGBriPBIYoufF7jyiU0ZkCMdhxO0eCJy3UqPdN1JAAAAPiQjfuOa/DE5YqMKKSJt7dQsbBg15HgGEUX+ULbmqU1ok9Trd59TMOmrFB6psd1JAAAAPiAnYdTNGDCMhUNDdKUIS1Vqmio60jwATkqusaYksaYecaYrd6PEee4bqD3mq3GmIFnnW9ujFlnjEkwxowwf1oOzRjziDHGGmNK5yQn/EPH6PJ6tUcjLdh6WPd/ukqZWZRdAACAgmzP0VPqO26pPNZqypCWiixRyHUk+Iicjug+IelHa20tST96j/+LMaakpGcltZQUK+nZswrxKElDJdXyPjqe9brKkq6TtCuHGeFHbmlRWc92rq/vNhzQQ1PXKMtjXUcCAACAAweSU9V33FKdSM3Q5MGxqlm2qOtI8CE5LbpdJU3yPp8kqVs211wvaZ61Nslae1TSPEkdjTEVJBW31i621lpJk//0+rckPSaJJoP/cnvbanq8Y13NWrNPT3yxVh7KLgAAQIFy+GSa+o5boiMn0zVpcKyiI8NdR4KPCcrh68tZa/dLkrV2vzGmbDbXRErafdbxHu+5SO/zP5+XMaaLpL3W2jVs7ozs3H1lDaVmZOmdH7cqLDhQz3dtwEbgAAAABcCxU+nqN26p9h47rcmDW6ppVLZ3T6KAO2/RNcb8IKl8Np96+gK/Rnbtw57rvDGmsPe9O1zQmxszVGemPysqKuoCI8EfPHhtLaVmZGn0/O0KCw7QUzfUo+wCAAD4seOpGeo/fpm2H07RhIEtFFutpOtI8FHnLbrW2mvP9TljzEFjTAXvaG4FSYeyuWyPpCvPOq4k6Rfv+Up/Or9PUg1J1ST9MZpbSdJKY0ystfZANvnGSBojSTExMcxhLUCMMXqiU12lZXo0dsEOhQUH6uEOdVzHAgAAwGWQkpap2z9crs0Hjmt0/+ZqV4v1anFuOb1Hd5akP1ZRHihpZjbXzJXUwRgT4V2EqoOkud4pzyeMMa28qy0PkDTTWrvOWlvWWlvVWltVZwpxs+xKLmCM0TM31detLSrr3Z8S9N7PCa4jAQAAIJedTs/SkEnLtXr3MY24tamurlvOdST4uJzeo/uqpKnGmCE6szpyL0kyxsRIustae4e1NskY84Kk5d7XPG+tTfI+v1vSREmFJH3rfQAXJSDA6KXuDZWW6dHrc7coNChAd7Sv7joWAAAAckFaZpaGTonT0h1Jert3E3VqWMF1JOQDOSq61tojkq7J5nycpDvOOp4gacI5ros+z9eompOMKBgCA4xe79lIaZlZenHOJoUEBWhA66quYwEAACAH0jM9uufjVVqw9bBeu7mRujaJdB0J+UROR3QBnxEUGKC3ezdVeuZKPTNzg4yk/pRdAACAfCk906PhH6/UD5sO6vmuDXRLi8quIyEfyek9uoBPCQkK0Pt9m+naemX1z5kbNGXxTteRAAAAcJH+XHKZqYeLRdGF3zlTdptTdgEAAPIhSi5yA0UXfomyCwAAkP9QcpFbKLrwW5RdAACA/IOSi9xE0YVfo+wCAAD4PkouchtFF36PsgsAAOC7KLm4HCi6KBD+XHYnL97pOhIAAECBl5aZRcnFZUHRRYHx/8tuOT0zc4PGLdjuOhIAAECBlZqRpWFTVlBycVlQdFGg/LHP7g0Ny+vFOZv03s8JriMBAAAUOKfSMzV44nL9Gp+oV3s0pOQi1wW5DgDktZCgAI24talCg9bq9blblJaRpb9fV1vGGNfRAAAA/N6J1AwNnrhcK34/qjdvaazuTSu5jgQ/RNFFgRQUGKA3ejVWSGCARvyUoNRMj57sVJeyCwAAcBkln8rQgA+XacPeZL3bp5lubFTBdST4KYouCqzAAKNXejRUSFCAxszfrrSMLD3buYECAii7AAAAuS0pJV39xy/V1oMn9X7fZurQoLzrSPBjFF0UaAEBRs93baCw4ACNXbBDaZkevdS9oQIpuwAAALkm8USa+o1bqp1HUjRmQHNdWaes60jwcxRdFHjGGD11Qz2FBQfq3Z8SlJbp0es9GykokLXaAAAAcupAcqpuG7dE+4+l6sNBLdSmZmnXkVAAUHQBnSm7D3eoo9CgAL3xfbzSMrP0du+mCgmi7AIAAFyq3Umn1HfcUiWlpGvKkFjFVC3pOhIKCIoucJZ7r66lsOBAvThnk1LS4vRBv+YqFBLoOhYAAEC+k3DohPqNW6bTGVn66I6WalK5hOtIKEAYrgL+5I721fVqj4aavzVRAyYs1fHUDNeRAAAA8pW1e46p1weLlWWtpg5rTclFnqPoAtm4NTZK7/ZpqtW7j6nPmCU6cjLNdSQAAIB8Ycn2I7pt7FIVCQ3S9Ltaq075Yq4joQCi6ALncFOjihozIEbbEk+q1+jF2nfstOtIAAAAPu2nzQc1cMIylQ8P0/S72qhKqSKuI6GAougCf+GqOmU1eXBLJR5PU68PFmvH4RTXkQAAAHzSrDX7NHTyCtUuV0xTh7VW+fAw15FQgFF0gfOIrVZSnw5tpdMZWer1wWJt2n/cdSQAAACf8vHS3/XAZ6vUvEqEPrmzpUoWCXEdCQUcRRe4ANGR4Zo6rLWCA416j16sFb8fdR0JAADAJ3zw6zY9/dV6XVWnrCYNjlWxsGDXkQCKLnChapYtqml3tVbJIiHqN26pftlyyHUkAAAAZ6y1euXbTXr1283q0riiRvdvrrBgtmWEb6DoAhehUkRhTburjaqVLqI7JsVpxqq9riMBAADkucwsjx6dvlajf92ufq2i9FbvJgoOpFrAd/BfI3CRyhQL1WfDWimmaoQe/Hy1xv+2w3UkAACAPHM6PUvDpqzQ9BV79OC1tfRC12gFBhjXsYD/QtEFLkHxsGBNvD1WHRuU1wuzN+rf322WtdZ1LAAAgMsq+VSG+o9fqp+2HNKL3aL14LW1ZQwlF76HogtcorDgQL3Xt5luaxmlUb+OVf52AAAgAElEQVRs0+NfrFVmlsd1LAAAgMviQHKqeo1epLV7kvXebc3Ur1UV15GAcwpyHQDIzwIDjF7qFq3SRUM14setSkrJ0MjbmrIQAwAA8CsJh05q4IRlSj6doYm3t1CbmqVdRwL+EiO6QA4ZY/TQdbX1fNcG+nHzQfUfv1TJpzJcxwIAAMgVq3cfU68PFiktM0ufDW1FyUW+QNEFcsmA1lX1bp+mWr37mG4ZvVgHklNdRwIAAMiRX+MTddvYJSoaFqTpd7VRdGS460jABaHoArnopkYV9eGgWO05eko93l+o+IMnXEcCAAC4JNPidmvIxOWqUqqIvrirjaqWLuI6EnDBKLpALmtXq7Sm3tVaGR6rnqMWacn2I64jAQAAXDBrrd79casenb5WraqX0tRhrVS2eJjrWMBFoegCl0GDiuH6angblSkWqgHjl2n22n2uIwEAAJxXZpZHT321Xv+ZF68eTSM1YVALFQsLdh0LuGgUXeAyqRRRWF/c3UaNK4fr3k9WadyC7a4jAQAAnNOp9EwNm7JCny7bpeFX1tB/bmmskCDqAvIn/ssFLqMShUM0ZUhLdYourxfnbNLzX2+Ux2NdxwIAAPgvh0+mqc/Ypfp5yyG90C1aj3WsK2OM61jAJaPoApdZWHCgRt7WTIPaVNWEhTt036erlJqR5ToWAACAJGnn4RTdPGqRthw4rg/6NVf/VlVcRwJyLMh1AKAgCAwwerZzfUWWKKSXvtmkxBNpGjsgRuGFuecFAAC4s3r3MQ2ZuFwea/XJna3ULCrCdSQgVzCiC+QRY4zuvKK6Rnj32u0xaqF2J51yHQsAABRQczcc0K1jFqtwaKC+uLsNJRd+haIL5LEujStq8pBYHT6Zru7vL9SqXUddRwIAAAWItVbjf9uhuz5aobrli+ur4W1VvUxR17GAXEXRBRxoVb2UvhzeRoVDgnTrmCX6bv1+15EAAEABkOWxem7WBr0we6Our19en97ZSqWLhrqOBeQ6ii7gSI0yRfXV8DaqX7G47v54pcYt2C5rWZEZAABcHilpmRo6OU6TFv+uO9tX0/t9m6lQSKDrWMBlQdEFHCpVNFSf3tlKHRuc2X7omZkblJnlcR0LAAD4mUPHU9V7zOIz2wd1baCnb6yvgAC2D4L/ougCjoUFB+q925pp2BXVNWXJ7xo6ZYVS0jJdxwIAAH5i84Hj6vbeQm1PTNHYATHq37qq60jAZUfRBXxAQIDRkzfU04vdovXLlkO6ZfRiHTye6joWAADI5xZsTVSvUYuV6bGaOqy1rqlXznUkIE9QdAEf0q9VFY0f1EI7D6eo23sLtWFfsutIAAAgn/pk6S4N+nC5IiMKacY9bRUdGe46EpBnKLqAj7mqTllNu6uNJKnXB4s1b+NBx4kAAEB+kuWxemH2Rj311Tq1q1la0+5qrYolCrmOBeQpii7gg+pXLK6Z97RVrbJFNXRKnMbM38aKzAAA4LxOeldWHv/bDg1qU1XjB8aoWFiw61hAnqPoAj6qbPEwfTa0tTpFl9fL32zWk1+uUwYrMgMAgHPYd+y0en2wWL/EJ+r5rg30XJcGCgrkn/somIJcBwBwboVCAjWyTzO9WTpeI39O0K6kUxrVt7nCC/OTWQAA8P+t3n1Md06OU2p6liYMaqG/1S7jOhLgFD/iAXxcQIDRI9fX0X96NdbynUnq/v5C7Tic4joWAADwEXPW7lfv0YsVGhSgL4a3oeQCougC+cbNzSvp4zta6eipdHV/f6GWbD/iOhIAAHDIWquRP23VPZ+sVHRkuGbe01a1yxVzHQvwCTkqusaYksaYecaYrd6PEee4bqD3mq3GmIFnnW9ujFlnjEkwxowwxpizPnefMWaLMWaDMea1nOQE/EVstZKacU9blSoSon7jlurTZbtcRwIAAA6kZmTpwc9X643v49WtSUV9fEdLlSoa6joW4DNyOqL7hKQfrbW1JP3oPf4vxpiSkp6V1FJSrKRnzyrEoyQNlVTL++jofc1VkrpKamStbSDpjRzmBPxGlVJF9OXwtmpTs7Se/HKdnpu1QZksUgUAQIFx6Hiqeo9Zopmr9+nR6+vord5NFBYc6DoW4FNyWnS7SprkfT5JUrdsrrle0jxrbZK19qikeZI6GmMqSCpurV1sz+ybMvms198t6VVrbZokWWsP5TAn4FfCCwVrwsAYDWlXTRMX7dTtE5cr+VSG61gAAOAyW7cnWV1GLtTWgyc0un9z3XNVTZ01KRKAV06Lbjlr7X5J8n4sm801kZJ2n3W8x3su0vv8z+clqbak9saYpcaYX40xLXKYE/A7QYEB+udN9fXvmxtqyfYj6v7+Qm1PPOk6FgAAuEy+XrNPvUYvUmCA0fS72uj6BuVdRwJ81nmLrjHmB2PM+mweXS/wa2T3Iyb7F+elM9seRUhqJelRSVPNOX5UZYwZaoyJM8bEJSYmXmAkwH/0bhGlj+9opWOnM9TtvYWaH8/fAwAA/InHY/Xm91t036er1DAyXDPvbav6FYu7jgX4tPMWXWvttdba6GweMyUd9E5BlvdjdlOM90iqfNZxJUn7vOcrZXP+j9d8ac9YJskjqfQ58o2x1sZYa2PKlGEpdRRMsdVKauY9bVWxRCEN+nCZPly4Q2fuCAAAAPnZqfRMDf94pUb8lKBezSvpoztaqjSLTgHnldOpy7Mk/bGK8kBJM7O5Zq6kDsaYCO8iVB0kzfVOdT5hjGnlHa0dcNbrZ0i6WpKMMbUlhUg6nMOsgF+rXLKwpt/dRlfXLad/fb1RT321TumZLFIFAEB+tffYafUctVjfbzygf9xYT6/1bKTQIBadAi5ETovuq5KuM8ZslXSd91jGmBhjzDhJstYmSXpB0nLv43nvOenMolPjJCVI2ibpW+/5CZKqG2PWS/pM0kDL8BRwXkVDgzSmf3MNv7KGPl22W7eNXaLEE2muYwEAgIu0dPsRdXn3N+1OOqXxg1rojvbVWXQKuAjGn/pjTEyMjYuLcx0D8Amz1uzTY9PXKKJwiEb3b65GlUq4jgQAAC7AR0t+13OzNiiqVGGNHRCjGmWKuo4E+AxjzAprbcz5rsvpiC4AH9WlcUVNv6uNAoxRrw8Wa8aqva4jAQCAv5Ce6dGTX67TP2asV/tapTXjnraUXOASUXQBPxbtXZmxceUSevDz1Xr5m03K8vjPLA4AAPxF4ok03TZ2iT5dtkvDr6yhcQNbqHhYsOtYQL5F0QX8XOmiofr4jpbq36qKxszfrtsnLlfyqQzXsQAAgNfaPcfUZeRvWr8vWe/2aarHOtZVYAD34wI5QdEFCoDgwAC90C1ar/RoqMXbDqvre79p68ETrmMBAFDgzVi1V70+WKwAYzT9rjbq3Lii60iAX6DoAgVIn9gofXpnK51My1T39xdp7oYDriMBAFAgZWZ59NKcjXrw89VqXLmEZt3bVtGR4a5jAX6DogsUMDFVS2rWve1UvUwRDZuyQm9+v0Ue7tsFACDPJKWka8CEZRq7YIf6t6qij+9oqVJFQ13HAvwKRRcogCqWKKSpw1qrV/NKGvFTgoZMWq7k09y3CwDA5bZ+b7I6v/ub4n4/qtd7NtIL3aIVHMg/yYHcxt8qoIAKCw7Ua97/wS7YelhdR/6meO7bBQDgsvly5R7dPGqRPNZq+l2t1SumsutIgN+i6AIFmDFG/VtV0adDWyklPUvd3luob9btdx0LAAC/kpHl0XOzNuihqWvUpHIJfX1fOzWqVMJ1LMCvUXQBqEXVkpp9XzvVLV9Mwz9eqX9/t5n9dgEAyAWJJ9LUd9xSTVy0U4PbVtNHd7RUae7HBS47ii4ASVK54mH6dGgr3dYySqN+2aZBHy7T0ZR017EAAMi3Vu8+sz/u2j3H9HbvJnqmc33uxwXyCH/TAPyf0KBAvdy9oV7t0VBLtyep88jftH5vsutYAADkK9ZafbJ0l245a3/cbk0jXccCChSKLoD/cWtslKbe1Voej1WPUYs0NW6360gAAOQLqRlZemz6Wj311Tq1qlFKs+9rx/64gAMUXQDZ+mOxjBZVI/TY9LV68su1Ss3Ich0LAACftTvplG4etUjTVuzR/VfX1IeDWiiiSIjrWECBFOQ6AADfVapoqCYPbqn/fL9F7/+yTRv2Hdf7fZupUkRh19EAAPApP285pAc/Wy2PtRo/MEbX1CvnOhJQoDGiC+AvBQYYPdaxrsb0b64diSnq/O5vWrA10XUsAAB8gsdj9fYP8Ro8cbkqliik2fe1o+QCPoCiC+CCdGhQXjPvbasyxUI1YMIyvfdzgjxsQQQAKMCOnUrXkEnL9fYPW9W9SaS+vLuNqpQq4joWAFF0AVyE6mWKasY9bdW5UUW9PneLhk6JU/KpDNexAADIc+v3JqvzyN/0W8JhvdAtWv+5pbEKhQS6jgXAi6IL4KIUDgnSO7c20XOd6+vX+ETdNHIBWxABAAqMP7YO6jFqkTKzrD4f1lr9W1WRMcZ1NABnoegCuGjGGA1qW02fD2utrKwzWxB9snSXrGUqMwDAf51Kz9TDU9foqa/WqWW1kppzf3s1i4pwHQtANii6AC5Zs6gIzb6/vVpWK6mnvlqnh6eu0an0TNexAADIddsST6r7e4v01eq9+vu1tTXx9liVZOsgwGdRdAHkSMkiIZp4e6z+fm1tfbV6r7q/t0jbEk+6jgUAQK6ZvXafurz7mxJPpmny4Fg9cG0tBQYwVRnwZRRdADkWGGD0wLW1NHlwrBJPpqnLu79p9tp9rmMBAJAj6ZkePTdrg+79ZJXqlC+mOfe3U/taZVzHAnABKLoAck37WmU05/52qlO+mO79ZJWem7VB6Zke17EAALhoe4+dVu8xizVx0U4NaXdmXYoK4YVcxwJwgYJcBwDgXyqEF9Lnw1rrlW82a8LCHVq166hG3tZMlUsWdh0NAIAL8tPmg3po6hplZlm937eZbmhYwXUkABeJEV0AuS44MEDPdK6vD/o11/bDKbpxxALN3XDAdSwAAP5SRpZHr3y7SYMnxqlieCHNvq8dJRfIpyi6AC6bjtHl9c397VW1dBENm7JCL8zeyFRmAIBP2nfstG4ds0Sjf92ufq2i9OXwNqpauojrWAAuEVOXAVxWlUsW1rS7zkxlHv/bDq34/ahG3tZUlSKYygwA8A0/bz6kh6auVnqmRyP6NFWXxhVdRwKQQ4zoArjsQoMC9VyXBhrVt5m2HTqpG95ZoHkbD7qOBQAo4DKzPHr12826feJylQ8vpNn3t6fkAn6Cogsgz3RqWEGz72+nqFKFdefkOL3IVGYAgCP7k0+rz9gl+uDXbeoTG6WvhrdRNaYqA36DqcsA8lSVUkX0xd1t9NKcTRr32w4t//2o3r21qaJKMZUZAJA3ftx0UI9MW6O0TI/eubWJujaJdB0JQC5jRBdAngsNCtTzXaM1qm8zbU88qRtHLNCctftdxwIA+Lm0zCw9//VGDZkUpwreVZUpuYB/YkQXgDOdGlZQdGS47v9sle75ZKV+S4jSs53rKyw40HU0AICf2Xk4Rfd9ukrr9iZrUJuqevKGugoN4v83gL+i6AJwqnLJwpo6rLX+8328Pvh1m1Z6V2WuVa6Y62gAAD8xc/VePf3VegUGGI3u31zXNyjvOhKAy4ypywCcCw4M0BOd6mrS4FgdPpmmziN/0+fLd8la6zoaACAfO5Weqcemr9EDn61WnfLF9M0D7Sm5QAFB0QXgM/5Wu4y+faC9mkVF6PEv1umBz1brRGqG61gAgHxo84Hj6jJyoaat2KN7rqqhz4a2UmSJQq5jAcgjFF0APqVs8TBNGdJSD19XW7PX7tMNIxZo5a6jrmMBAPIJa60mL96pLiMX6tipdE0eHKtHr6+r4ED+2QsUJPyNB+BzAgOM7rumlqYOay2PR+r1wWK993OCsjxMZQYAnFtSSrrunLxCz8zcoNbVS+nbB65Q+1plXMcC4ABFF4DPiqlaUt880F4do8vr9blb1G/cUh1ITnUdCwDggxYlHFand+Zrfnyi/nlTfX04qIXKFAt1HQuAIxRdAD4tvFCwRvZpqtdubqTVu4+p4zvz9f2GA65jAQB8REaWR//+brP6jl+qIqFB+nJ4Gw1pV00BAcZ1NAAOUXQB+DxjjG5pUVmz72+nShGFNHTKCv1jxjqlZmS5jgYAcOj3Iynq+cFijfplm3rHVNbs+9opOjLcdSwAPoB9dAHkGzXKFNUXd7fRG3O3aOyCHVq2I0kj+jRV3fLFXUcDAOQha62+WrVXz8zcoAAjvd+3mW5oWMF1LAA+hBFdAPlKaFCgnr6xviYNjlVSSoa6vLtQ4xZsl4eFqgCgQEg+laH7Pl2lh6auUb0KxfTtg1dQcgH8D4ougHzpb7XL6LsH2+uK2qX14pxNGvjhMh08zkJVAODPFm87ok7vzNd36w/o0evr6LOhrdkbF0C2KLoA8q3SRUM1dkCMXuoereU7k3T92/P13fr9rmMBAHJZeqZHr3y7SbeNW6LQ4EB9cXcb3XNVTQWy4BSAc6DoAsjXjDHq27KK5tzfXpUjCuuuj1bqselrlJKW6ToaACAXJBw6oe7vL9ToX7fr1hZRmnN/OzWuXMJ1LAA+jsWoAPiFPxaqevuHeI36dZuW7kjS272bqGlUhOtoAIBLYK3VR0t+14tzNqlwSKDG9G+uDg3Ku44FIJ9gRBeA3wgJCtBjHevq86GtlZll1fODxXprXrwysjyuowEALsKhE6kaPHG5/jlzg1pVL6W5D15ByQVwUSi6APxObLWS+vbB9urcqILe+XGreo5apIRDJ13HAgBcgG/W7df1b83Xom1H9Fzn+pp4ewuVLR7mOhaAfIaiC8AvFQ8L1tu3NtV7tzXT70mndOOIBZq4cAfbEAGAj0o+naG/f75awz9eqUoRhTXn/nYa1LaajGHBKQAXj3t0Afi1GxtVUIuqEXrsi7V67uuN+mHTIb3eq5EqhLMdBQD4ioUJh/XotDU6eCJND1xTS/deXVPBgYzHALh0OfoOYowpaYyZZ4zZ6v2Y7aovxpiB3mu2GmMGnnW+uTFmnTEmwRgzwnh/ZGeMaWKMWWKMWW2MiTPGxOYkJ4CCrWzxMH04qIVe6h6tFb8fVYe35mvGqr2yltFdAHApNSNL//p6g/qOW6ow77ZBf7+uNiUXQI7l9LvIE5J+tNbWkvSj9/i/GGNKSnpWUktJsZKePasQj5I0VFIt76Oj9/xrkv5lrW0i6RnvMQBcsj+2Ifr2gfaqXa6YHvx8te79ZJWOpqS7jgYABdLaPcd044gF+nDhTg1qU1Vz7m+vJmwbBCCX5LTodpU0yft8kqRu2VxzvaR51toka+1RSfMkdTTGVJBU3Fq72J4ZVpl81uutpOLe5+GS9uUwJwBIkqqWLqKpw1rr0evr6PuNB9Th7fn6YeNB17EAoMBIz/TozXnx6vH+IqWkZWnKkFg916WBCoUEuo4GwI/k9B7dctba/ZJkrd1vjCmbzTWRknafdbzHey7S+/zP5yXpQUlzjTFv6EwZb5PDnADwfwIDjO65qqaurFNGD09dozsmx+nmZpX0TOf6Ci8U7DoeAPitjfuO6+Fpa7Rp/3H1aBqpZzs3UHhhvu8CyH3nLbrGmB8kZbdx2dMX+DWyWyrP/sV5Sbpb0t+ttV8YY26RNF7StefIN1Rnpj8rKirqAiMBgNSgYrhm3dtOI3/aqvd+2abfEhL16s2NdFWd7H5mBwC4VBlZHo36ZZtG/LhVJQqHaEz/5uyLC+CyMjlZjMUYs0XSld7R3AqSfrHW1vnTNX281wzzHo+W9Iv38bO1tu6frzPGJEsqYa213gWqkq21xXUeMTExNi4u7pJ/PQAKrnV7kvXwtNWKP3hSvWMq6+mb6ql4GKMMAJBTWw6c0CPT1mjd3mR1aVxR/+rSQBFFQlzHApBPGWNWWGtjznddTu/RnSXpj1WUB0qamc01cyV1MMZEeBeh6iBprnfK8wljTCtvmR1w1uv3Sfqb9/nVkrbmMCcA/KWGlcL19X3tdPeVNTRtxW51fGu+FmxNdB0LAPKtzCyP3v8lQZ3f/U17j53WqL7NNKJPU0ougDyR0xHdUpKmSoqStEtSL2ttkjEmRtJd1to7vNcNlvSU92UvWWs/9J6PkTRRUiFJ30q6zzuK207SOzoztTpV0nBr7Yrz5WFEF0BuWLXrqB6ZtkbbElN0W8soPdmprooxugsAFyzh0Ak9PG2t1uw+pk7R5fVCt2iVLhrqOhYAP3ChI7o5Krq+hqILILekZmTpP99v0fjfdqh88TC93KOhruTeXQD4SxlZHo3+dZtG/JigwqGBer5rtDo3qqAzk/cAIOcougCQC1buOqrHpq9VwqGTurlZJf3zpnoqUZhpdwDwZ+v3Juux6Wu1cf9x3diogv7VpQGjuABy3YUW3ZxuLwQAfq1ZVITm3N9OI39K0Pu/bNOv8Yl6sVu0OkazWigASFJaZpbe/TFBo37dpojCIfqgX3O+RwJwjhFdALhA/zVa0bCCnuvSQGWKMVoBoOBi1guAvMaILgDksujIcM28t63GzN+ud37YqoXbDuvZzvXVrUkk958BKFBOp2fpje+3aMLCHapQPEwTb2/BOgYAfAojugBwCRIOndCj09dq1a5jurJOGb3QNVqVSxZ2HQsALrv58Yl6esY67U46rX6tovR4R1amB5B3WIwKAC6zLI/V5MU79frcLbJWerhDbQ1qU1VBgTndohwAfM+Rk2l6cc4mfbVqr6qXLqKXezRUq+qlXMcCUMBQdAEgj+w9dlrPzFivHzcfUsPIcL3So6GiI8NdxwKAXGGt1Rcr9+rFORuVkpapu/9WQ8Ovqqmw4EDX0QAUQBRdAMhD1lp9s+6Anp21QUdPpWtIu2p68NpaKhzCUggA8q+dh1P09Ix1WphwRM2rROiVHg1Vu1wx17EAFGAsRgUAecgYoxsbVVC7mqX16nebNGb+dn27fr9e7NZQf6tdxnU8ALgoGVkejV1wZuG9kMAAvdAtWn1joxQQwMJ7APIHRnQB4DJYuv2InvxqnbYnpqhz44r65431VLZ4mOtYAHBecTuT9I8Z67X5wAld36Cc/tUlWuXD+f4FwDcwdRkAHEvLzNL7P2/TqF+2KTQoQA93qK3+rasqkBERAD4oKSVd//52sz6P260K4WF6tnMDdYwu7zoWAPwXii4A+Igdh1P0zMz1WrD1sKIji+ulbg3VuHIJ17EAQJLk8VhNW7Fbr367WSdSMzWkXTXdf00tFQnlDjcAvoeiCwA+xFqrOev26/mvNyrxZJr6tozSox3qKrwwe08CcGfT/uP6x4z1WvH7UbWoGqEXuzVUnfIsNgXAd7EYFQD4EGOMbmpUUX+rXUZvzovXpEU79d36A3rqhnrq3jRSxjCdGUDeOZmWqbfnxevDRTtVPCxIr/VspJ7NKrHYFAC/wYguADiwfm+y/jFjvVbvPqbYaiX1ry4NVK9CcdexAPg5a62+XrtfL8/ZpAPHU9UntrIeu76uIoqEuI4GABeEqcsA4OM8HqvPlu/W63M3K/l0hvq3qqKHrqvDdGYAl8Wm/cf13KwNWrojSQ0qFtfzXaPVvEqE61gAcFEougD+X3t3Hh11ee9x/P1k38hO9hUIhC0CAu5sUhZL1WoVtVWPt6221m6nvZX29p7rPbf2WGvb660ebxVr1bYuR3sK1lZcWC2LgAUEQ0gICZkkZN/INsnMc/+YkUspGCowM5n5vM7JSX6/PEm+6HOeySfP8pNRorPPyc/ePMTvdtSSHBfFvy6dxM2z83U6s4icF119Q/z8rQqe315LUmwk3106iVvmFGiMEZFRSUFXRGSU+bDBM9vyXk0703OTeODaqZptEZFPzOW2vLyrjp+uq6Czz8nnLynkO0smkhynZcoiMnop6IqIjELWWtbubeDHfy6nqXuQG2blsmp5KRljYvxdmoiMIrtrO3hg7QE+qO9iblEqD1w7lSk5OgdAREY/nbosIjIKGWO4bkYuiydn8sv1VTz9bjXr9h/j3oUT+OKVxcREhvu7RBEJYPWd/Tz8xkHW7GkgMzGaR2+ZwbUX5ehkdxEJOZrRFREJYEdae3nw9XLeLm8iNzmWVctLWVGWrV9aReTv9A4O87+bDvPk5mos8OWrirl3wQTiozWnISLBRUuXRUSCyNaqVv7r9XLKG7u5uDCFf18xhRn5yf4uS0T8zO22vPK+g0fWVdDcM8hnLsrh/mWTyEuJ83dpIiIXhIKuiEiQcbktr+yu46frDtF6fJDrZ+TwvWWl5CTH+rs0EfGDbYfb+NHrH3KgoZuZBcn88NNTdICdiAQ9BV0RkSB1fHCYJzZW8dSWIxjg7nnjuGf+eBK0RFEkJFS3HOcnbxxk3YEmcpJiuH95qfbhikjIUNAVEQlyjo4+Hn6jgrV7G0iLj+LriyZw2yWFREWE+bs0EbkAmrsHePSdSl7cWUd0RBj3LhjPl64ap0PqRCSkKOiKiISIvXWdPPSXg2yrbqMgNY7vLJnIZ8pyCAvT7I5IMOgZGOLJzdWs3nKEIZeb2y4p4OuLShg7JtrfpYmI+JyCrohICLHWsrmylYf+cpDyxm6m5SayatlkrixJ93dpIvIJDQ67+P2Oo/xyfRXtvU5WlGXz3SWTKEqP93dpIiJ+o6ArIhKC3G7Lmr31PLLuEPWd/VxVks79y0qZlpvk79JE5Cy53ZbX9jXwyJsV1LX3c/n4NFYtL6UsTyeti4go6IqIhLDBYRfPb6vlsQ1VdPYNcc30LL69eCIlmWP8XZqInIG1lrc+bOLnbx3i4LEepmQnsmp5KVeVpOugKRERLwVdERGhe2CI1ZurefrdI/QNubjuohy+uXgixVr6KBIwrLVsPNTCL946xD5HF8Xp8XxrcYn22ouInIaCroiInNDe6+RXmw/z3NZanC43N8zM5RtXl5CfGufv0kRC2taqVh55s4L3jwh0/+0AABDrSURBVHaSlxLLN64u4YaZuUSE6/R0EZHTUdAVEZF/0NIzyBMbD/PbHbW43ZaVc/K5b9EEspNi/V2aSEjZWdPOz96sYHt1O9lJMdy3aAI3XZyvx4OJiIxAQVdERM7oWNcAj2+o4sWdRzEYVs7J557548hL0QyvyIW0o7qNxzZUsaWylfSEaL62cDy3zi3Qs3BFRM6Sgq6IiIzI0dHH4xuqeGW3A2vhhlm5fHXBBO3hFTmPPnr81+Prq3ivpp30hGjunlfM7ZcWERulgCsi8s9Q0BURkbPW0NnPk5ureeG9owy53Kwoy+FrCycwKUunNIt8Um635e3yJh7bUMU+RxfZSTF8Zf54Vs7J1wyuiMgnpKArIiL/tJaeQVa/W81vt9XS63SxdGom9y0sYXqensMrcrZcbsvrHzTy+PoqKpp6KEyL46vzx3PDrDztwRUROUcKuiIi8ol19Dp5ZmsNv/nrEboHhrmqJJ27543jygl6nqfImfQ7Xbz6voPVW6qpaetjQkYC9y2cwIqybJ2iLCJynijoiojIOesZGOL57bU889caWnoGKc0aw93zxrGiLEczUyJerccHeX5bLc9vr6W918lFeUncM388y6Zm6Tm4IiLnmYKuiIicN4PDLtbsaeCpzdVUNh8nKzGGu64o4tZLCkiMifR3eSJ+cbjlOE+/e4RXdzsYHHazeHIGX75qHHOLU7XyQUTkAlHQFRGR885ay8ZDLTy1uZqth9tIiI5g5Zx87rqiSI8mkpBgrWVnTQdPbanm7fImIsPDuHFWHl+8spgJGQn+Lk9EJOgp6IqIyAW1v76L1VuqeW1fI9ZaPjUlkzsuK+Ly8WmazZKg0+90sXZvPc9ureXDxm5S4iK5/bIi7riskPSEaH+XJyISMhR0RUTEJ+o7+/nd9lpe3FlHe6+TCRkJ3HFZITfMyiMhOsLf5Ymck6NtfTy/vYaXdzno6h+iNGsMt19WyA0z8/QMXBERP1DQFRERnxoYcvH6vkae3VbDPkcXCdER3Dgrl9svK9KSThlV3G7L5soWnttWy4aKZsKMYdm0LO64tFD7b0VE/ExBV0RE/GZPXSfPba3hT/sacbrcXDEhjZVzClgyJZOYSM2CSWBq7hngD+/X8+J7R6lp6yM9IZrbLingtrkFZCXF+Ls8ERFBQVdERAJA6/FBXtpZx+93HKW+s5+k2Eg+OzOXlXPymZyd6O/yRBh2udl0qIUXd9ax/mAzLrdlTlEKX7i0kOXTsvUYLRGRAKOgKyIiAcPttvz1cCsv7azjzQNNOF1uyvKSuHl2PtfOyNEjisTnalp7eXlXHa/sdtDcM0h6QhQ3zsrjptn5WmovIhLAFHRFRCQgdfQ6+eOeel7aWcfBYz3ERIZxzfRsPjszl8vHpxMepv2PcmF0Dwyxbv8xXn3fwfbqdsIMLJyUwc1z8llUmkFkuGZvRUQCnYKuiIgENGst+xxdvLSrjtf2NNAzOMzYMdGsKMvm+hm5lOUl6dAfOWeDwy42HGxh7d563i5vxjnspjAtjptn53PjrDztvRURGWUUdEVEZNQYGHKx4WAza/Y0sP5gM06Xm6K0OK6dkcv1M3IYN1ZLSeXsudyWHdVtrNnTwJ/3N9IzMEx6QhQrynK4bkYOM/KT9UcUEZFRSkFXRERGpa5+z/LSNXvr2Xq4DWthem4S10zPZunUTIVeOS2X27Kzpp11B47x5w8aaeoeJD4qnKXTsrhuRi5XjE8jQkuTRURGPQVdEREZ9Zq6B3htbwOv7W1gr6MLgJKMBJZOzWLZtCym5iRqZi6EDQy52Hq4lXX7m3irvIn2XidREWHMKxnL9TNzuLo0k9goPc5KRCSYKOiKiEhQqe/s580Dx1h34BjvHWnHbSE3OZYlUzNZOjWLOUWpOsgqBPQMDLGxooU3Dhxj48Fmep0uxkRHsLA0g6VTs5g/aSwJ0RH+LlNERC4QnwRdY0wq8BJQBNQAN1trO07T7k7gh97LH1lrn/XefxC4A0ix1iac1D4aeA64GGgDVlpra0aqR0FXRCQ0tPc6ebu8iTcPHGNzZSvOYTdJsZFcWZLO/IljmT9xLJmJOmQoGFhrKW/sYdOhFjYdamZXTQfDbkt6QhSfmpLJkqlZXD4+jegIzdyKiIQCXwXdh4F2a+1DxphVeALr/ae0SQV2AbMBC+wGLrbWdhhjLgVqgcpTgu69QJm19ivGmFuAz1prV45Uj4KuiEjoOT44zKaKFjZWNLPpUAvNPYMAlGaNORF6Ly5KURAaRTp6nWypamVTRQubK1to8f4/nZydyPyJY1lUmsHFhSmawRcRCUG+CroVwAJrbaMxJhvYaK2ddEqbW71t7vFe/8rb7oWT2hw/JeiuAx6w1m4zxkQAx4CxdoRiFXRFREKbtZaKph42VbSw6VALO2vaGXJZ4qLCuaQ4lbnFacwtTmV6bhJRETqYKFB09Q2xq7ad9460s/1IO/scnVgLyXGRXFXi+WPFvJJ0MjRLLyIS8s426J7rJpZMa20jgDfsZpymTS5Qd9K1w3vv45z4GmvtsDGmC0gDWs+xXhERCWLGGEqzEinNSuSe+ePpHRxme3UbGyta2FbdxoaKgwDERIYxqyCFucWpzC1OZWZ+ig4t8qGWnkF21niC7Y4j7Rw81o21EBUexkX5SXzr6onMm5hOWV6yZm1FROQTGTHoGmPeBrJO86l/O8ufcbpXqJGmkc/6a4wxdwN3AxQUFJxlSSIiEgrioyO4enImV0/OBKD1+CC7ajzh6r0j7Tz6TiXWQmS4YWpOEjPyk5mem0RZXhLjxiYoZJ0H/U4XHzZ2sc/RxQeOLvbUdVLd2gtAbGQ4Fxem8O3FE5lbnMqM/GRiIvUHBxEROXcjBl1r7eIzfc4Y02SMyT5p6XLzaZo5gAUnXecBG0f4sQ4gH3B4ly4nAe1nqO9J4EnwLF0e4fuKiEgIS0+IZtm0bJZNywage2CI3TUd7DjSzvu1Hby8q47fbK0BIC4qnGk5SUzP8wTfablJFKbG6VmsH6Pf6aKiqYcPHJ2eYFvfxaGmHtzeV+exY6K5KC+JlXPymVucyrTcJCL131NERC6Ac126vBa4E3jI+37NadqsA35sjEnxXi8Bvn+W33cb8Dlg/Uj7c0VERP5ZiTGRLCzNYGGpZ+eNy22pbjl+IqTtc3Ty2+21DA67AYiKCGNcejwTMhIoyRhDSWYCJRkJFKbFh9Se356BIaqaj1PZfJwq71tlcw+Ojn4+erVOjY+iLC+JJVMymZ6XTFlekk7CFhERnznXw6jSgJeBAuAocJO1tt0YMxv4irX2S952/wL8wPtlD1prn/Hefxi4DcgBGoDV1toHjDExwPPATDwzubdYa6tHqkeHUYmIyPk27HJT2Xyc/fVdJ8JdZXMPde39J9pEhBkK0+IoTIsnNzmWvJRYclNiyUuJIy8llrT4KIwZPcugh11uGrsGcHT0U9/Zj6Ojj/qOfhwd/dS09dLYNXCibVR4GOPGxlOSOYaSjAQmZiYwPS+ZnKSYUfVvFhGR0cEnpy4HGgVdERHxlT7nMNUtvVQ291DZ5JnVrOvop76jj+6B4b9rGxMZRm5yLBljYkhNiCItPorU+I/eR3s+TogiKTaS2Khw4iLDz9sSaWstg8NuBoZc9DldtPc6T7y19Tpp7x30fHzcc6+xa4Bj3QO43H//+0HGmGjyUmIpSI07EWpLMseQnxKr5dwiIuIzvjp1WUREJCTFRUUwLdezd/dU3QNDJ2ZA6zv6TsyMtvQMUt7QTVuvk67+oY/9/pHhhtjIcE/wjYogJjKc6IgwPm6S1G1hwOmib2iYfqebfucw/UMu3B/zN+3wMENK3P+H77nFqZ4Z6WTPjHRuSizZSTE6JEpEREYVBV0REZHzLDEmksTsSCZnJ56xzZDLTceJWVXP++7+oRMzr/1DLvqdnrc+78eDw66P/bnGGLISo08E49jIcOKiPGH5o9CcEhd5YhY5PSGKxJhIwnS6tIiIBBkFXRERET+IDA8jIzGGDB3QJCIict5pU42IiIiIiIgEFQVdERERERERCSoKuiIiIiIiIhJUFHRFREREREQkqCjoioiIiIiISFBR0BUREREREZGgoqArIiIiIiIiQUVBV0RERERERIKKgq6IiIiIiIgEFQVdERERERERCSoKuiIiIiIiIhJUFHRFREREREQkqCjoioiIiIiISFAx1lp/13DeGGNagFp/1zGCdKDV30WIoL4ogUX9UQKJ+qMEEvVHCSSB0B8LrbVjR2oUVEF3NDDG7LLWzvZ3HSLqixJI1B8lkKg/SiBRf5RAMpr6o5Yui4iIiIiISFBR0BUREREREZGgoqDre0/6uwARL/VFCSTqjxJI1B8lkKg/SiAZNf1Re3RFREREREQkqGhGV0RERERERIKKgq6PGGOWGWMqjDFVxphV/q5HQosxJt8Ys8EYU26MOWCM+ab3fqox5i1jTKX3fYq/a5XQYYwJN8b8zRjzJ+91sTFmh7c/vmSMifJ3jRIajDHJxphXjDEHvePkZRofxV+MMd/2vlbvN8a8YIyJ0fgovmKM+bUxptkYs/+ke6cdD43H/3jzzT5jzCz/Vf6PFHR9wBgTDjwOLAemALcaY6b4tyoJMcPAd6y1k4FLga95++Aq4B1rbQnwjvdaxFe+CZSfdP0T4Bfe/tgBfNEvVUkoehR4w1pbClyEp19qfBSfM8bkAt8AZltrpwHhwC1ofBTf+Q2w7JR7ZxoPlwMl3re7gSd8VONZUdD1jblAlbW22lrrBF4ErvNzTRJCrLWN1tr3vR/34PklLhdPP3zW2+xZ4Hr/VCihxhiTB3waWO29NsAi4BVvE/VH8QljTCIwD3gawFrrtNZ2ovFR/CcCiDXGRABxQCMaH8VHrLWbgfZTbp9pPLwOeM56bAeSjTHZvql0ZAq6vpEL1J107fDeE/E5Y0wRMBPYAWRaaxvBE4aBDP9VJiHmv4HvAW7vdRrQaa0d9l5rnBRfGQe0AM94l9KvNsbEo/FR/MBaWw88AhzFE3C7gN1ofBT/OtN4GNAZR0HXN8xp7um4a/E5Y0wC8CrwLWttt7/rkdBkjFkBNFtrd598+zRNNU6KL0QAs4AnrLUzgV60TFn8xLv38TqgGMgB4vEsDz2VxkcJBAH92q2g6xsOIP+k6zygwU+1SIgyxkTiCbm/s9b+wXu76aMlJt73zf6qT0LKFcC1xpgaPFs5FuGZ4U32LtUDjZPiOw7AYa3d4b1+BU/w1fgo/rAYOGKtbbHWDgF/AC5H46P415nGw4DOOAq6vrETKPGemBeF51CBtX6uSUKId//j00C5tfbnJ31qLXCn9+M7gTW+rk1Cj7X2+9baPGttEZ7xcL219vPABuBz3mbqj+IT1tpjQJ0xZpL31tXAh2h8FP84ClxqjInzvnZ/1B81Poo/nWk8XAvc4T19+VKg66MlzoHAWBsws8tBzRhzDZ4Zi3Dg19baB/1ckoQQY8yVwBbgA/5/T+QP8OzTfRkowPPiepO19tQDCEQuGGPMAuC71toVxphxeGZ4U4G/AV+w1g76sz4JDcaYGXgORosCqoG78EwGaHwUnzPG/CewEs8TE/4GfAnPvkeNj3LBGWNeABYA6UAT8B/AHznNeOj9Y8xjeE5p7gPustbu8kfdp6OgKyIiIiIiIkFFS5dFREREREQkqCjoioiIiIiISFBR0BUREREREZGgoqArIiIiIiIiQUVBV0RERERERIKKgq6IiIiIiIgEFQVdERERERERCSoKuiIiIiIiIhJU/g/bpkPwPiOi4QAAAABJRU5ErkJggg==\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -608,12 +617,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 2 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -658,12 +669,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -678,12 +691,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -699,12 +714,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -722,8 +739,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "L2  Error 0.00036617543711501665\n",
-      "Inf Error 0.0006321865458609466\n"
+      "L2  Error 0.0003661754371155282\n",
+      "Inf Error 0.0006321865458622788\n"
      ]
     }
    ],
@@ -743,12 +760,14 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 1152x432 with 2 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -774,7 +793,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.5"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
-- 
GitLab