{"cells": [{"cell_type": "markdown", "metadata": {}, "source": ["# Post-processing simulation data from the Web GUI\n", "\n", "The Tidy3D Web GUI provides a straightforward and user-friendly interface to build simulation models and visualize results.\n", "\n", "However, for more advanced tasks\u2014such as custom post-processing, batch analysis, or integrating results across multiple simulations\u2014Python offers a powerful and flexible approach. With Python, the possibilities for post-processing are virtually limitless.\n", "\n", "Tidy3D users need not be Python experts to do this. The Tidy3D Web GUI generates pre-built Python code snippets for most simulations, and you can run them directly in our [Web Notebook](https://tidy3d.simulation.cloud/notebook) environment. No local installation required.\n", "\n", "In this notebook, we\u2019ll walk through tips and examples for post-processing parametric sweep results from the Web GUI using Python. Most code snippets presented here can be easily adapted to your own projects.\n", "\n", "We will cover the following topics:\n", "\n", "[1](#1): Load results from the GUI.  \n", "[2](#2): Plot flux results on the same canvas.  \n", "[3](#3): Work with field data from a [FieldMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldMonitor.html) for multiple simulations.  \n", "[4](#4): Work with data from a [ModeMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeMonitor.html) for multiple simulations.  \n", "[5](#5): Work with data from a [ModeSolver](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.plugins.mode.ModeSolver.html) sweep.\n", "\n", "We won\u2019t focus on the simulation setup itself. Instead, we\u2019ll use data from our [All-dielectric Structural Colors](https://tidy3d.simulation.cloud/workbench?taskId=pa-5800ec55-54ae-44ac-861e-6ac2085ad918) example as a reference.\n", "\n", "Let\u2019s get started!"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Loading Results From GUI <a name=\"1\"></a>\n", "\n", "Once you run a parametric sweep, you will see the **Download Using Python** button. This button generates a script as shown below. \n", "\n", "```python\n", "import tidy3d as td\n", "import tidy3d.web as web\n", "import matplotlib.pyplot as plt\n", "\n", "# Define the simulation list\n", "sim_list = [\n", "    {'task_id': 'sw-5f2a3905-a835-46ea-9a5b-b33923925b454', 'variables': {'period': 0.38}},\n", "    {'task_id': 'sw-a05473ab-f17e-4b03-a6c4-53ae3df47f211', 'variables': {'period': 0.32}},\n", "    {'task_id': 'sw-9494afda-cb41-4c85-815f-a767d86a20805', 'variables': {'period': 0.4}},\n", "    {'task_id': 'sw-7126922d-64cd-4366-b6fe-1dde9055b4b63', 'variables': {'period': 0.36}},\n", "    {'task_id': 'sw-a07f0f54-b5f6-4b4b-804b-f5f8b8b3a6940', 'variables': {'period': 0.3}},\n", "    {'task_id': 'sw-b0d69553-4621-43cc-9f7c-6a4bd856f7c32', 'variables': {'period': 0.34}}\n", "]\n", "\n", "for id, sim in enumerate(sim_list):\n", "    task_id = sim['task_id']\n", "    variables = sim['variables']\n", "    \n", "    # print(f\"Processing simulation {id}: {task_id}\")\n", "    # print(\"Variables: \", variables)\n", "    \n", "    # Create filename from variables dictionary\n", "    var_strings = [f\"{key}_{value}\" for key, value in variables.items()]\n", "    filename = f\"./sim_{id}_{'_'.join(var_strings)}.hdf5\"\n", "    \n", "    # Load and save the simulation\n", "    sim_data = web.load(task_id, path=filename, verbose=False)\n", "    \n", "    # Your code to process sim_data\n", "```\n", "\n", "The logic is straightforward: it will automatically generate a list with of the `task_id` of all tasks in the sweep and load a [SimulationData](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.components.data.sim_data.SimulationData.html) object for each one of them. The only thing left is to specify what should be done with each [SimulationData](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.components.data.sim_data.SimulationData.html) object.\n", "\n", "In the next sections, we will provide some common examples."]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Plot Flux Results Together <a name=\"2\"></a>\n", "\n", "The flux spectrum is obtained from the [SimulationData](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.components.data.sim_data.SimulationData.html) object by simply calling `sim_data[monitor_name].flux`. To plot all the results on a single canvas, just call the `flux.plot` method with the same `ax` object.\n", "\n", "The `ax` variable refers to the Matplotlib [axes](https://matplotlib.org/stable/api/axes_api.html) object. Think of it as our canvas, where we will plot the data. This object lets us fully configure the graphic. For example, we can add a title, labels, and more, as we will demonstrate in this tutorial."]}, {"cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# variables to adapt to your simulation\n", "monitor_name = \"ref_spec\"\n", "# ------------------------------------\n", "\n", "import matplotlib.pyplot as plt\n", "import tidy3d as td\n", "import tidy3d.web as web\n", "\n", "# Define the simulation list\n", "sim_list = [\n", "    {\"task_id\": \"sw-5f2a3905-a835-46ea-9a5b-b33923925b454\", \"variables\": {\"period\": 0.38}},\n", "    {\"task_id\": \"sw-a05473ab-f17e-4b03-a6c4-53ae3df47f211\", \"variables\": {\"period\": 0.32}},\n", "    {\"task_id\": \"sw-9494afda-cb41-4c85-815f-a767d86a20805\", \"variables\": {\"period\": 0.4}},\n", "    {\"task_id\": \"sw-7126922d-64cd-4366-b6fe-1dde9055b4b63\", \"variables\": {\"period\": 0.36}},\n", "    {\"task_id\": \"sw-a07f0f54-b5f6-4b4b-804b-f5f8b8b3a6940\", \"variables\": {\"period\": 0.3}},\n", "    {\"task_id\": \"sw-b0d69553-4621-43cc-9f7c-6a4bd856f7c32\", \"variables\": {\"period\": 0.34}},\n", "]\n", "\n", "ax = None  # Create the ax variable\n", "for id, sim in enumerate(sim_list):\n", "    task_id = sim[\"task_id\"]\n", "    variables = sim[\"variables\"]\n", "\n", "    # print(f\"Processing simulation {id}: {task_id}\")\n", "    # print(\"Variables: \", variables)\n", "\n", "    # Create filename from variables dictionary\n", "    var_strings = [f\"{key}_{value}\" for key, value in variables.items()]\n", "    filename = f\"./sim_{id}_{'_'.join(var_strings)}.hdf5\"\n", "\n", "    # Load and save the simulation\n", "    sim_data = web.load(task_id, path=filename, verbose=False)\n", "\n", "    # Call the plot method with the ax variable\n", "    ax = sim_data[monitor_name].flux.plot(ax=ax, label=var_strings[0])[0].axes\n", "\n", "ax.legend()\n", "\n", "plt.show()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Customizing the Plot\n", "\n", "For a more customizable plot, you can directly create the canvas using [Matplotlib](https://matplotlib.org/), and plot the frequencies (which can be converted to wavelength) on the x-axis and the flux on the y-axis:"]}, {"cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [{"data": {"image/png": 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qnZeDlj6nKpWKTz/9lAMHDvDll1/y9ddf89hjj/HGG29w4MABk/dP4fpAMXgUbjiku7TCwkKzcuD6XgCJhQsXcurUKV5//XWee+455s2bx5tvvmnz+fv27cuGDRu4fPmy2bh0Vy4hCAJnzpwxfcnHx8cDovGUlJTU5PHDw8MJDAw0XYibwtLQVl3q/u7q0tTvzlnExcWxe/duSkpKzDwt//3vf03POwKDwcDGjRvx9fVl0KBBshzzpptuAsDDw6PZ97k5pM9KRESEzceojy2fl+b49NNPKS8vNxl14eHhBAQEYDAYLFqzn58f999/P/fffz9VVVXcfffdvPLKKzz//PONSgxIn4EzZ86YecTy8/Pt9mTdcsst3HLLLbzyyits3LiRBx98kI8//tjttZUUzFFyeBRuOKSLwd69e01jZWVlbNiwocHcgwcP8vrrr/PUU0/xzDPPMHfuXN5++22+//77Zs+h0+nYv39/o89J+ST1q57++c9/muWBfPrpp1y+fJnRo0cD0KdPH+Lj43n99ddNYZS6SOWyUruFL7/8kp9//rnBPOnuVNJqqW+8NEdgYCBhYWFmvzuAd955x+JjOII///nPGAyGBiXOK1asQKVSmX6HcmIwGJg1axanTp1i1qxZDcJEthIREcHQoUN57733GhjFgEUKxcnJyQQGBrJ48eJGc0tsUTmWvJrWfF6a4tdff+Wpp54iJCSEGTNmAKI35Z577mHLli2NGut111w/9Onp6UnXrl0RBKHJXJoRI0ag1WobyEnU/8xYw7Vr1xp4JSXva2Vlpc3HVXANiodH4YZj5MiRtG3blilTpjB37lw0Gg3r1q0jPDycCxcumOZVVFTwyCOPkJCQYCqbXbRoEV9++SWPPvoox44da1LgTafTceutt3LLLbcwatQoYmNjKSws5PPPP2ffvn2MGzeOXr16me0TGhrKoEGDePTRR8nNzWXlypV06NCBqVOnAqIhs3btWkaPHk23bt149NFHiYmJITs7m++++47AwEC+/PJLABYvXszOnTsZMmQITzzxBF26dOHy5cv8+9//5ocffiA4OJibb74ZjUbDsmXLKCoqwsvLi+HDh5tpBDXG448/ztKlS3n88cfp27cve/fu5bfffrP5/ZCDMWPGMGzYMF588UXOnTtHz5492blzJ1988QVPPfWUyci1laKiIj788ENAfG8lpeWsrCweeOAB/u///k+Ol2HiH//4B4MGDeJPf/oTU6dO5aabbiI3N5f9+/fzxx9/8Ouvvza7f2BgIKtXr+bhhx+md+/ePPDAA6bP9/bt2xk4cKDVF3ofHx+6du3K5s2b6dixI6GhoXTv3r3FXLF9+/ZRUVGBwWAgPz+fH3/8kW3bthEUFMRnn31mFnJbunQp3333Hf3792fq1Kl07dqVgoICMjIy2L17tylcO3LkSKKiohg4cCCRkZGcOnWKt99+mzvuuKPJXKrIyEhmz57NG2+8wdixYxk1ahS//vor//nPfwgLC7PJg7Vhwwbeeecd/vKXvxAfH09JSQlr1qwhMDCQP//5z1YfT8HFuKg6TEGhRaTS0ZZKQuuXCAuCIBw+fFjo37+/4OnpKbRt21ZYvnx5gzJWqQT14MGDZvv+/PPPglarFaZPn97kOfV6vbBmzRph3LhxQlxcnODl5SX4+voKvXr1El577TWhsrLSNFcq3920aZPw/PPPCxEREYKPj49wxx13NFr+/ssvvwh333230KpVK8HLy0uIi4sTxo8fL3zzzTdm886fPy9MmjRJCA8PF7y8vISbbrpJmDFjhtm516xZI9x0002CRqMxK1GPi4sT7rjjjkZfm06nE6ZMmSIEBQUJAQEBwvjx44W8vLwmy9KvXLlitv8jjzwi+Pn5NThuS+XfLc0rKSkRnn76aaF169aCh4eHkJCQILz22mtmZcWCIJalz5gxo8Xz1D0fdSQP/P39hYSEBOGhhx4Sdu7c2eg+9palC4IgZGVlCZMmTRKioqIEDw8PISYmRrjzzjuFTz/91DSnpb+B7777TkhOThaCgoIEb29vIT4+Xpg8ebLw888/m+Y09X40Jt/w008/CX369BE8PT1bLFGXXpv08PDwEMLDw4XbbrtNeOWVV4S8vLxG98vNzRVmzJghxMbGCh4eHkJUVJQwYsQI4f333zfNee+994TbbrvN9DcQHx8vzJ07VygqKmrwu6krM1FdXS3Mnz9fiIqKEnx8fIThw4cLp06dElq1aiVMmzatxd+r9Jqkv5OMjAxhwoQJQtu2bQUvLy8hIiJCuPPOO81+vwrXDypBcFIWoYLC/yh79uxh2LBh/Pvf/24gwa+goOBYCgsLCQkJ4eWXX+bFF1909XIUXIiSw6OgoKCgcENQXl7eYGzlypWAdQ1RFW5MlBweBQUFBYUbgs2bN7N+/XpTe48ffviBTZs2MXLkyGY1fBT+N1AMHgUFBQWFG4IePXqg1Wp59dVXKS4uNiUyv/zyy65emoIboOTwKCgoKCgoKNzwKDk8CgoKCgoKCjc8isGjoKCgoKCgcMOj5PDUYDQauXTpEgEBAbJLrCsoKCgoKCg4BkEQKCkpoXXr1qjVTftxFIOnhkuXLhEbG+vqZSgoKCgoKCjYwMWLF2nTpk2TzysGTw2SXPnFixdl65mjoKCgoKCg4FiKi4uJjY1tsu2IhGLw1CCFsQIDAxWDR0FBQUFB4TqjpXQUJWlZQUFBQUFB4YZHMXgUFBQUFBQUbngUg0dBQUFBQUHhhkfJ4VFQUFBQcGsMBgN6vd7Vy1BwER4eHmg0GruPoxg8CgoKCgpuiSAI5OTkUFhY6OqlKLiY4OBgoqKi7NLJUwweBQUFBQW3RDJ2IiIi8PX1VURh/wcRBAGdTkdeXh4A0dHRNh9LMXgUFBQUFNwOg8FgMnZatWrl6uUouBAfHx8A8vLyiIiIsDm8pSQtKygoKCi4HVLOjq+vr4tXouAOSJ8De3K5FINHQUFBQcFtUcJYCiDP50AJaSk4BaNR4HJmIWXFlfgFehGdEIxarXyRKSgoKCg4B7f08Ozdu5cxY8bQunVrVCoVn3/+eYv77Nmzh969e+Pl5UWHDh1Yv369w9epYBlZv+Txzxd+4vMVv7Drg5N8vuIX/vnCT2T9kufqpTkOowHO7oNjn4r/Gw2uXpEsGI0GLp44yqkfv+fiiaMYb5DXJRgMlB1Mp+ir7ZQdTEcwXL+vy2AU2J+VzxdHstmflY/BKLh6SVZhMBo4lHOI7y9+T6WhEkG4vtbvSCZPnsy4cePsOsaePXtQqVT/k5VvbunhKSsro2fPnjz22GPcfffdLc4/e/Ysd9xxB9OmTeOjjz7im2++4fHHHyc6Oprk5GQnrFihKbJ+ySPtveMNxssKK0l77zij/tqd+F4RLliZAzm5DdKeg+JLtWOBrWHUMug61nXrspPMgz/x7fr3KS24ahrzDw1j+OQnSOh/qwtXZh/FO3eSu3gJ1Tk5pjFtVBSRLzxP4MiRLlyZ9aQdv8yiL09yuajCNBYd5M3CMV0Z1d326hZnsfv8bpamLyVXl0u0ZzTPdXiOc0XniFHHEOhlW49Dg1Eg/WwBeSUVRAR4k9g+FM116l1etWqV0w3Ao0ePMmPGDA4dOkR4eDh/+9vfePbZZ5ucn5+fz4MPPsjRo0fJz88nIiKCu+66i8WLF5v1qfzoo4949dVXyczMJCgoiNGjR/Paa685NEHdLT08o0eP5uWXX+Yvf/mLRfPfffdd2rdvzxtvvEGXLl2YOXMm9957LytWrHDwShWaw2gU2Lc5s9k5P3ySifE6uwNtEqMB9iyDTx42N3YAii/DJ5NEY+g6JPPgT2xbvtjM2AEoLbjKtuWLyTz4k4tWZh/FO3eSPfspM2MHoDo3l+zZT1G8c6eLVmY9accvM/3DDDNjByCnqILpH2aQdvyyi1ZmGbvP7yZlTwq5ulyz8WqhmoslFymuLLb6mGnHLzNo2bdMWHOA2R8fYcKaAwxa9q3b/y7qYzAYMBqNBAUFERwc7LTzFhcXM3LkSOLi4jh8+DCvvfYaL730Eu+//36T+6jVau666y62bdvGb7/9xvr169m9ezfTpk0zzfnxxx+ZNGkSU6ZM4cSJE/z73/8mPT2dqVOnOvT1uKXBYy379+8nKSnJbCw5OZn9+/e7aEUKgJizU1jZ7JzSa5Vczix0zoIcycltsKIb7FncxIQaoy5t3nUX3jIaDXy7vukvOIDvNrx/3YW3BIOB3MVLoLE75pqx3MVLrovwlsEosOjLkzR26yCNLfrypNuGtwxGA0vTlyI0+gpEcspyrPJuuNIAHDp0KDNnzmTmzJkEBQURFhbG/PnzTeuvrKxkzpw5xMTE4OfnR//+/dmzZ49p//Xr1xMcHMy2bdvo2rUrXl5eXLhwoUFIq7KyklmzZhEREYG3tzeDBg3i0KFDZmvZsWMHHTt2xMfHh2HDhnHu3DmLX8dHH31EVVUV69ato1u3bjzwwAPMmjWL5cuXN7lPSEgI06dPp2/fvsTFxTFixAiefPJJ9u3bZ5qzf/9+2rVrx6xZs2jfvj2DBg3ir3/9K+np6RavzRZuCIMnJyeHyMhIs7HIyEiKi4spLy9vdJ/KykqKi4vNHgryUlbcvLEjUVpY0fIkd+bkNtF7U9LSF6gAxdlw/vryhmSfOtHAs1OfkvyrXDxxzEkrkoey9PQGnh0zBIHqnBx0Px923qJs5MDv+Q0u7HURgMtFFaSfLXDeoqwgIy+jgWenPlWGKq7qStBVVbf4KKnQs3DbiWYNwJe2naSkQm/R8WwJI23YsAGtVkt6ejqrVq1i+fLlrF27FoCZM2eyf/9+Pv74Y44ePcp9993HqFGjyMys9YjrdDqWLVvG2rVrOXHiBBERDUP/zz77LFu2bGHDhg1kZGTQoUMHkpOTKSgQ3+eLFy9y9913M2bMGI4cOcLjjz/OvHnzLH4N+/fv57bbbsPT09M0lpyczOnTp7l27ZpFx7h06RJbt25lyJAhprEBAwZw8eJFduzYgSAI5Obm8umnn/LnP//Z4rXZglvm8DiDJUuWsGjRIlcv44bGL9DLonk//PsMWk/N9ZnLYzSI+TrN3Jk2oLT5L3Z3o7TQsi+2r1YuZeQTs66LfJ7inTu5PH+BRXOrr1xx8GrsI+34ZeZtsczYzCtxz5uLK7qWf8eVeoF+/7evxXmWIAA5xRX86SXLQpYn/56Mr6d1l8vY2FhWrFiBSqWiU6dOHDt2jBUrVpCcnExqaioXLlygdevWAMyZM4e0tDRSU1NZvFj0Euv1et555x169uzZ6PHLyspYvXo169evZ/To0QCsWbOGXbt28cEHHzB37lxWr15NfHw8b7zxBoBpHcuWLbPoNeTk5NC+fXuzMcm5kJOTQ0hISJP7TpgwgS+++ILy8nLGjBljMvYABg4cyEcffcT9999PRUUF1dXVjBkzhn/84x8WrctWbggPT1RUFLm55heR3NxcAgMDTQqN9Xn++ecpKioyPS5evOiMpf5PEZ0QjF9wy0ZPRametPeOX59VW+d/apiv0xL+kS3PcSP8g5v+UqtLRWnpdZHPI+XtGIuKLJqvDQ938IpsRwrbFJZbJsYWEeDt4BXZRriv+/6ObeWWW24x044ZMGAAmZmZHDt2DIPBQMeOHfH39zc9vv/+e7KyskzzPT096dGjR5PHz8rKQq/XM3DgQNOYh4cHiYmJnDp1CoBTp07Rv39/s/0GDBgg10tslhUrVpCRkcEXX3xBVlYWKSkppudOnjzJ7NmzWbBgAYcPHyYtLY1z586Z5fk4ghvCwzNgwAB27NhhNrZr165m31gvLy+8vCzzQCjYhlqtYvD9CY1WaTXGD59k0r5n+PWlz2OVt0YlVmvFub8HpC4xXbrhHxrWYlhL4rsN7xPfrz9qtf3djeWm2byd+qhUaCMj8e3bx/ELs4Hm8nbqowKigsQKJXekd0RvIn0jydPlNZnH4+Wh4ounbiLSL4pAr4Bmj5d+toDJqYeanQOw/tF+Fv1OfDzk+yyXlpai0Wg4fPhwgxYJ/v7+tef08XG56GJTzgTpuZb2jYqKonPnzoSGhjJ48GDmz59PdHQ0S5YsYeDAgcydOxeAHj164Ofnx+DBg3n55Zft6pfVHG7p4SktLeXIkSMcOXIEEMvOjxw5woULFwDROzNp0iTT/GnTpvH777/z7LPP8t///pd33nmHTz75hKefftoVy1eoQ3yvCDomWubRuC4TmK311oxaCm5oCDSHWq1h+OQnLJ5fkn+V7FMnHLgi29H9fLj5vJ26CALB993r2AXZQfrZgmbzduqzcExXty3H1qg1zEuc12zSskqlQqs1kl95iWpBh6+ntsnH4IRwooO8aerVqhDL9QcnhDd7HOlhi+Fx8OBBs+0DBw6QkJBAr169MBgM5OXl0aFDB7NHS0ZEXeLj4/H09OTHH380jen1eg4dOkTXrl0B6NKlS4NE4AMHDlh8jgEDBrB3716zdg67du2iU6dOzYaz6mM0GgExdxbE/CS12tz8kIw/R5bdu6XB8/PPP9OrVy969eoFQEpKCr169WLBAjHmfvnyZZPxA9C+fXu2b9/Orl276NmzJ2+88QZr165VNHjcBIPeaPFcSxOd3Ya4W0WvTZNfrTUExsD4f16XOjxGowEvP3+8fP1bnlyDpXk/zsbafJyrb73NmRFJblmebmk+jq+nhtUP9XZrHR6D0UCQVxBdQrtYNL+lii2NWsXCMeJFv/5fprTtaAPwwoULpKSkcPr0aTZt2sRbb73F7Nmz6dixIw8++CCTJk1i69atnD17lvT0dJYsWcL27dstPr6fnx/Tp09n7ty5pKWlcfLkSaZOnYpOp2PKlCmA6AzIzMxk7ty5nD59mo0bN1olyjtx4kQ8PT1N5eObN29m1apVZuGpzz77jM6dO5u2d+zYQWpqKsePH+fcuXNs376dadOmMXDgQNq1awfAmDFj2Lp1K6tXr+b333/nxx9/ZNasWSQmJprymhyBW4a0hg4d2uyHubE3bOjQofzyyy8OXJWCreSes7wCztJEZ7dBrREFBT+Z1Py8R76EVvHOWZOMNCY2aAmW5v04G1vycSRNHlatdCshQkvzceJCfaisNrI/K98tRffqig1ait6oR1etw8/Dr8k5o7pHs/qh3g2EGKOcJMQ4adIkysvLSUxMRKPRMHv2bJ54QvSUpqam8vLLL/PMM8+QnZ1NWFgYt9xyC3feeadV51i6dClGo5GHH36YkpIS+vbty9dff23yvrRt25YtW7bw9NNP89Zbb5GYmMjixYt57LHHLDp+UFAQO3fuZMaMGfTp04ewsDAWLFhgeh0ARUVFnD592rTt4+PDmjVrePrpp6msrCQ2Npa7777brDps8uTJlJSU8Pbbb/PMM88QHBzM8OHDLU6mthWVoOh2A6LAUlBQEEVFRWZqkAr2oSuuIvXZHwDwC/akrLCqybn+IV48/Mqt11cOj8T3r8F3L5uPBcaAhw/kn4Gxb0Pvh12zNhuRxAatJaBVGI+//YHb5vCcGZFEdW6uZXk8EjX5PB2+2Y1K4x6vy2AUGLTsW3KKKiyuEXQ31WVJbLCxUJaktBzRJgK1R8NgRJuANgR5BbV4DlcoLQ8dOpSbb76ZlStXOvQ8/0tUVFRw9uxZ2rdvj7e3ubFv6fXbLUNaCjcOeTXenZBoPwbf37HZuYPGJ1yfxg6AR80fYOwtcM8H8MhX8NQx6DpOHD++5brqq2WJ2GBTDHvkCbc0dgBUGg2RLzxv/Y5uqMlTN2xjKe6kumyJ2GBzaNWWBSg0ahUD4ltx180xDIhv5XYeLgXnoRg8Cg7DaBTIzBDd1P7BnrTvGc6ov3ZvUKruH+J1/ffUys4Q/++YDH+6F9oPFsNd0pfy79/Blimw4U5Y2d3tW0xYIjZYn4BWYYxNecHtdXgCR46k9euv27Svu2nySGGb+hfxpq7p7qS6bInYYFN4qD3w1frKvKL/PUaPHm1WGl/3IekB3Ui4ZQ6PwvVP1i957NucaWotcfHUNf75wk8Mvj+BSYtv5YsVv3Aps5Dut7Vm8AOdrl/PjkR2zZ1/TJ0S5pPb4PtGYtJSXy03TmK2NOk4vt8tZB06QKvYOCa9+qbbenbq49k2FgC1vz9RLy2k+mo+eUuXtrifO2ryDIgPMxkvS+7ujq7SwP9tP9Xk/LqqywPiHdeosSUsERtsiii/KJeXbDdH3TYR7szatWub7EYQGuqeEgb2oBg8CrJjSYf06PggLmUWAqrr39gpuwqF5wEVtL5ZHGtWgVkQ56bNg853uGWZuqVJx/G9E8k6dIDS/KuoVNePw7jiuPj59OnVi6A770QwGChYv77p3B431uQ5cUkUUGwT4sOExDi+OJJt0X6uVl22RWzQQ+1BlF+UzZ3TFcyJiYlx9RKcyvXzDaVwXWBph/TAMDHnpeiKzhnLcixSOCssAbxrkihbVGB2775akthgcwS0CqPTwNtQqdVU6sooLch30ursp7zG4PHu3g2ol9tT33NQsx35wvNuk7BclxPZYp5c99biZ8/S6i1Xqy5LYoOqZiQdNCoNkb6i1pUKFR1COijGjoLNKAaPgqxY2iFdXyVq8xRdadydet1gNMCJreLPQW1qE5ItVWB2075alogNDnvkCTy9vAmJFu8Sr14874ylyULFcVEY0adbN9NY4MiRxKxaibZeI2JtZCQxblaSXpfjNR6e7jGiIZDYPtQi0T1Xqy5LYoONIRlBQV5BBHgGoFKpEBCoNlY7c4kKNxiKwaMgK5YKB6o14hdaSX4FhmrLhQndipPbxATkXzeJ21nf1iYkW6rA7MZ9tRL638rIv85qMF4/OTksNg64fgweY0UFlWfOAODdvbvZc4EjR9Lhm90ET5gAgE9iPzp8s9ttjR2AY9mSwSN6eNxBdM9SkuKSWD50OZ5qT7PxSN9I5iXOw1vrjUqlMj1fZWha1kJBoSWUHB4FWbFUODAkyhetl4bqSgPFV8sJiWpaQMwtObmtRmywXr6HlJB873pRgbn4csM5wPXSVyswXKyc8wsJZcjDU/APDiGmSzez5OSw2Dh+O/AD+deBwSMYDBRu2QoGA+rAQDRhDcN2Ko0G/8GDKNy0CaG0zC3DWBKlldWcvVoGQLfWtZo0rhbds4akuCSCvYLJK8/jyZ5P0jeqL70jeqOv0nP27FkAPDWeVBoqqTRU4o/lit8KCnVRPDwKsmJJh3T/EC9aJ4QQFC52sr/uwlotJiQDO1+A5CU1Y03cZ18HfbXy/xBbuER36EiXgUOI7dajQSXW9eLhKd65kzMjksj9v/8DwFhcTFbS7Y22jfCME19T1YULDu3tYw8Go8CnP19EECDE14NQP3Mvyaju0fzw3HBmDhMVvjtHBfDDc8PdytgBKK0qJa88D4CJXSbSL6ofmnqfMU+N4uFRsB/F4FGQFalDenNIAoPBETUGT951ZvBYmpDs20osPQ+sd4EJbO3WJel1kYyYVm3impwT1lZ8Lv+PixjdVFSxeOdOsmc/1aBxqNQ2or7R49GmDahUGEtLMVxzv75gaccvM2jZt7z05UkArun0DFr2bQNBQY1axfAuYti0qFzvFmGs+pwtEr04YT5hTSone2nEm6gq4/+2wTN58mTGjRtn1zH27NmDSqWisLBQljVdTygGj4LsxPeKYOSUbg3G6wsMBoWLwmFFeddZpZY1Ccldx8JTx6FNP3HslidrFJjd39gByL8oenjCYts2OScoMgqN1oPqqkoy/vMlF08cdSvDRzAYyF28pPFy85qx3MVLEAy1a1Z7eaGNFjtXV513L89V2vHLTP8wo0Gn9KZUlNuGin9nOcUVVFa7z/sikVWUBUB8UNO95iQPT6XBhubCRoOocH4dKZ03xapVq6xq/ikHR48eZfDgwXh7exMbG8urr77a7Pz8/HxGjRpF69at8fLyIjY2lpkzZ1JcXNtTcevWrdx+++2Eh4cTGBjIgAED+Prrrx39UpQcHgXHEN42AAC1h5oRD3fGL8iL6IRgM82doIjrNKRlbUKyWgPRN8Mfh0Dr5fZhLAlBEGo9PLFNe3iyDh1EEMTE8+//uRYA/9Awhk9+wi1Ul3U/H27g2TGjTtsIv/6JpmHPtnFUX7pM1fnz+Pbq5YSVtozBKLDoy5PNqTux6MuT3N41yuTNaeXniY+HhnK9gexr5dwU7l45ML8X/g5A+6D2Tc6RDB69QY9RMKK2VPPp5DYx/FzXIxvYWmz4e53cdAAYDAZUKhVBQS33DpOT4uJiRo4cSVJSEu+++y7Hjh3jscceIzg42KyBaF3UajV33XUXL7/8MuHh4Zw5c4YZM2ZQUFDAxo0bAdi7dy+33347ixcvJjg4mNTUVMaMGcPBgwfp5cC/NcXDo+AQSvLFu8/gcB86JkYR0ymkgcCgFNIqvN48PHG3il+azRX+BsaYJyQHi8q+FP3h6NXJRmlBPlXlOtQaDaGtGxcokxqMGg2GevteZdvyxWQedL3OkKXtIOrP82wrerX0Fy7IviZbST9b0MCzU5e6KsoSKpXK5OW5eM39bi5+LxINnvjgpj08WpXWZORYnMcjFRbUDz9LhQUObO8ydOhQZs6cycyZMwkKCiIsLIz58+eb8sEqKyuZM2cOMTEx+Pn50b9/fzN15vXr1xMcHMy2bdvo2rUrXl5eXLhwoUFIq7KyklmzZhEREYG3tzeDBg3i0KFDZmvZsWMHHTt2xMfHh2HDhnHu3DmLX8dHH31EVVUV69ato1u3bjzwwAPMmjWL5cuXN7lPSEgI06dPp2/fvsTFxTFixAiefPJJ9u3bZ5qzcuVKnn32Wfr160dCQgKLFy8mISGBL7/80uK12YJi8Cg4hOJ88Ys1ILRpcTMppFV8tYL/HrhM9ulrGF3c38ci1BrxDrFRmkhIDqoxeAovOnRpciJ5d4KjWqPRejR43pIGo99teN/l4S1L20HUn2dKXD7vPgaPperI9efFhoo3FxcK3O/mIquwJqTVjMGjUqnwUnui0pdTVV4IVWXNPyqK4T/P0mxhQdpz4ryWjlVV1ng4tAU2bNiAVqslPT2dVatWsXz5ctauFT2gM2fOZP/+/Xz88cccPXqU++67j1GjRpGZWSvaqtPpWLZsGWvXruXEiRNERDTsNfjss8+yZcsWNmzYQEZGBh06dCA5OZmCAtHgvXjxInfffTdjxozhyJEjPP7448yb17j2UWPs37+f2267DU/P2oT45ORkTp8+zTULc9suXbrE1q1bGTJkSJNzjEYjJSUlDm9noYS0FByC5OEJaNW0wXP59yLTz9+sF3v/+AV7Mfj+BPdvJNp1LNy9BrY+bj4e2Fo0duq7y4NrcmCKrg+Dx2g0kHXoAAC+gUEYjYYG1VmWNBgtyb9K9qkTxHbr4bC1toRv3z5oo6KsbhvhGSe+Z1Vu5OGxVUU5tsbD84ebGTzl1eVkl4qtMG4KuqnZuV6CgZveGyHTmQXR87M01rLpL1wCT+ukM2JjY1mxYgUqlYpOnTpx7NgxVqxYQXJyMqmpqVy4cIHWrVsDMGfOHNLS0khNTTU17dTr9bzzzjv07Nmz0eOXlZWxevVq1q9fz+jRowFYs2YNu3bt4oMPPmDu3LmsXr2a+Ph43njjDQDTOpYta+qGzZycnBzatzcPNUbWCHPm5OQQEtJ0C5oJEybwxRdfUF5ezpgxY0zGXmO8/vrrlJaWMn78eIvWZSuKh0fBIRS3YPBk/ZLH1+833W8r65c8h65PFiK6iP97+sM9H8AjXzWdkBzURvy/5DIY9M5bow1kHvyJNTOm8Ovu/wDwx6njrJkxpUF4ytIGo5bOcxRmbSMaPNl02wiPtu5n8NiqoiyFtNzJw2MwGtietR0BAT8PP4I8m85PKa4spqSq1Imrs59bbrnFrMHpgAEDyMzM5NixYxgMBjp27GjWnfz7778nKyvLNN/T05MePZq+UcjKykKv1zNw4EDTmIeHB4mJiZw6Jd5Anjp1iv79+5vtN2DAALleYrOsWLGCjIwMvvjiC7KyskhJSWl03saNG1m0aBGffPJJo14sOVE8PAoOQfLwBLbyafCcpf222vcMd+/GotfEclrCOsKf7m1+rl8EaDzBUCWWrIe0c/jybEHKyamPlJNTV2HZ0gajls5zJIEjR8KqlVyaMxehqjYHRBsZSeQLzzeqpOwZK979G4uKMBQWogkOdtZym0RSUZ7+YUaD55pTUY4NkXJ43MPg2X1+N0vTl5KrEysey/RljNo6inmJ80iKSzKbW1pVSm5VLmg8OfnXbxocq41/GwK9AswHz/8EH7XwNwnw4KeWiX96+LY8x0JKS0vRaDQcPnwYTT0j29+/NqHcx8fH5R3ho6KiyM01r0qVtqOiolrcNyoqis6dOxMaGsrgwYOZP38+0dG1Mh0ff/wxjz/+OP/+979JSkpq5mjyoHh4FBxCiZTD04iHx9J+W5czCx2xNPkoqDF4Qpt3xQOgVtd6edw0cdnanBxLG4zGdGkoUeAKAkeORNOqFQBhM2fSdsOGZttGqH18TH213Kk0XVJR9tKaf31HBXmz+qHejQoLtm1V4+HJd73Bs/v8blL2pJiMHYk8XR4pe1LYfX63aUwQBK7oapLJVSoED58Gjxx9MYKHrxhykh7xwy0rLIgfbr5fUw8bDI+DBw+abR84cICEhAR69eqFwWAgLy+PDh06mD1aMiLqEh8fj6enJz/++KNpTK/Xc+jQIbp2FVuLdOnShfT09AbrsJQBAwawd+9e9Ppar/SuXbvo1KlTs+Gs+hiNYhVnZWXt9/6mTZt49NFH2bRpE3fccYfFx7IHxeBRkB2D3khZkXgXHdiIwWNpvy1L57mMArG6hNCmy2nNcPPEZWtycsDyBqP1c39chVBVJebxACH3j8evf2KLbSOksFbhF19QdjDdTKvHlYzqHk3rYPFva8aweDZNvaVZFeU2IaKntbiimiKd60KqBqOBpelLERpJJpbGlqUvw1BjVFcZq6gWmm8Yqjfq0VXXM+TMCgtco3R+4cIFUlJSOH36NJs2beKtt95i9uzZdOzYkQcffJBJkyaxdetWzp49S3p6OkuWLGH79u0WH9/Pz4/p06czd+5c0tLSOHnyJFOnTkWn0zFlyhQApk2bRmZmJnPnzuX06dNs3LjRKh2fiRMn4unpyZQpUzhx4gSbN29m1apVZuGpzz77jM6dO5u2d+zYQWpqKsePH+fcuXNs376dadOmMXDgQNq1aweIYaxJkybxxhtv0L9/f3JycsjJyaGoqKj+EmRFMXgUZKekQAxnaT3VePs3rO6xtN+WpfNchhTSCrHS4HHTxGVbcnIS+t/K2JQXGnh66jcYdQf0ly6B0YjKx6fRHlr1Kd65k4rjYp5Z4cZNXHjkEc6MSGq0FYWzMRgFsq+Jf2cP9GvLgPhWzaoo+3pqCfMX/55cGdbKyMto4Nmpi4BAji6HjDwxZGcULGss3GgX9a5jXap0PmnSJMrLy0lMTGTGjBnMnj3bpF2TmprKpEmTeOaZZ+jUqRPjxo3j0KFDtG3btMBnYyxdupR77rmHhx9+mN69e3PmzBm+/vprk/elbdu2bNmyhc8//5yePXvy7rvvmpKiLSEoKIidO3dy9uxZ+vTpwzPPPMOCBQvMNHiKioo4ffq0advHx4c1a9YwaNAgunTpwtNPP83YsWP56quvTHPef/99qqurmTFjBtHR0abH7NmzrXr91qLk8CjITm2FVuMxaKnfVnNhLf8QUajQrbEmpAW1WjyF7pMEWxdbc3IS+t9KfL/+bFm8kAvHjvCnEckkPf6k23h2JKouiqFEzzZtWsyNkFpR1K/qklpRsGqlSzuo5xRXUGUwolWriA6yrHIrNtSHq6WVXCjQmTqrOxtTeMqSecFYLDCoVTdxKes6FjrfIeb0lOaKYqBxtzpF/NPDw4OVK1eyevXqRp9btGgRixYtanTfyZMnM3ny5Abj9b0z3t7evPnmm7z55ptNruPOO+/kzjvvNBt79NFHW34BNfTo0cNMQ6eltQ4bNoyffmpef6uu5pAzUTw8CrIjafA0Fs4C6/ptuS3VVbWeGmtDWm7q4bEnJ0et1hB5UwcAtB6ebmfsAFTVtMnwiG2+FNmWVhTORsrFaRPig1Zj2dd4bE1YK+14Dvuz8jG4QPMq3NcyTSRpnqfaE62q+ftyD7UHvtpmkorVGmg/WCwsaD/4ulE6V5AfxeBRkB1LNHjie0Uw6q/d8Qsy7/Bcv9+W21J0EQSjWL1haasJN1dbtjcnxz9ETAguLciXfW1yoJc8PC0YPNa0onAVFwrKAGjbyjJtmLTjl/n2v6LUw7ZfLzFhzYFGm406mt4RvYn0jUTVRDKxChVRvlH0jugtbqtULRpJUX5RLq9mul4ZPXq0WWl83Yc1oa/rBSWkpSA7LWnwSMT3iqBdjzDe+9seBCPcPqUrHfpEurdnR0JKWA5pb3kFR1Adg0cQbKr8cDRSTs5Xq5aZtYsIaBXGsEea740VEOrmBs8fometJQ+Pra0onMn5Gg9P29CGsg/1kZqN1vfnSM1Gm6rscgQatYZ5ifNI2dNQk0Uygp5LfA6NWoMeMbna39MfTy9PLpddNsvV8VB7EOUXRaBXoFPWbg2uCtlYy9q1aykvb7zdiKNVj12BYvAoyE5zGjz10WjU+AV5UXqtkqBw3+vD2IE6+TsWhrNALINFBdUVUHYF/N3Ti5XQ/1Y8fHypLC1h8IRHiE7oREyXbi2GqfxrDJ6Sa+5p8FRdEA0ez9g2zc6ztRWFM5EEBONCm/fw2NJs1NEkxSWxfOhy5v84n1J9rZhgpG8kzyU+10CHByDQK5AAzwByynIoqCjAz8OPuMA4xbNjJzExjffIu1FRQloKsmI0ChTmiu728tIqi3pj+QSIYa3yYgubAroDpgqtdpbvo/WsDX8dXg9n94GL+0w1RlW5jsrSEgB6jryD2G49LMrJkQyesmsFLu+fVR9BENBflDw8zVfCSK0omvTAqVRoo6IatKJwJpLBI+nrNIUtzUadQVJcEqPbi+0QhsUOY13yOtLuSWvU2JFQqVT41ggACgiKsaNgNYrBoyAbWb/k8c8XfqKiTHQ77930G/984acW20T4BooGj67kOjJ4TBo8FlZogdidubzmwvLdK7DhTljZ3aFdm22h6Ir4fnn7B+Dla7nCrF9wCCqVGsFoROdgPQ1rMRQUYNTpQKXCo03zd7VmrSjqX1SbaUXhTKSQVlwLBo+tzUadQZ5O/JwNihlEv6h+aCwwqqVqrEbL0BUUWkAxeBRkIeuXPNLeO96g1NyS3lg+ksFzvXh4jAbIEcX3qCqzzEtzcht8MklsLVGX4sviuBsZPcVXRJ2UwHDrQm5qjQbfmvYL7pbHI3l3tFFRqD09W5gtqjLHrFppUlqW0EZGEuPikvQinZ6icjG/RWoZ0RS2Nht1BpfLxITpaD/L84cUg0fBHhSDR8FuLO2N1VR4yzdAFCe8LkJaJ7eJXpnimtLyXfNb9tIYDZD2HDSZSQGkzXOb8FZRnmicBoVbWH1WB3et1KqrwWMpgSNH0uGb3fgNHSpujxvXbCsKZyGFs8L8vfDzaj4N09Zmo87AJoOnpkTdKBhNaswKCpaiGDwKdmNvbyxTDo+7h7QkL03xJfPxlrw0539quI8ZgthQ9HzzYl3OoviKWJIdGGGDweOmlVqWavDUR6XR4NNN1B1Se3u5NIwlcb6mJL2lcBbUNhuFJhssNNps1NGUVpVSUiXmiUX7W27waNQakxihQVAMHgXrUAweBbuxtzfWdZHDY4+XprRpKX2b5jmYWg+P9VVkJoPHjSq1BIOB8oxfxA2VymrBQG24KMZYfbX5PmPOwGAU2JcprsPXQ2OReKDUbDSqniJzc81GHY3k3Qn0DMTPwzItIQkprKU3uq4nmKuYPHky48aNs+sYe/bsQaVSUVhYKMuaricUg0fBbuztjVWbw+PGX2D2eGksFSa0dJ6DKTLl8Fi/HnfT4ineuZMzI5Io++EHAIq2bLG6H5a2pu+WK3V3QNTTGbTsWzYfEsOp+85ctVg8cFT3aH54bjhjerYGYHT3qGabjToaW8JZEtbm8RiMBg7lHGLH7zs4lHPoug6FrVq1yqrmn3Jw9OhRBg8ejLe3N7Gxsbz66qsW75ufn0+bmlYu7mBgKQaPgt1IvbGao7neWL7XQ1m6PV6auFvFhoXNZVIExojz3AApaTnIjpBWiRsYPFI/rPqqyVI/LEuNHsngMVxxnYdHEg+sX2IuiQdaYvRo1Cpujg0GQKtROz2MVZecMvE9cbTBs/v8bpK3JPPY14/x3L7neOzrx0jekszu87utPq8rMRgMGI1GgoKCCK4pDHAGxcXFjBw5kri4OA4fPsxrr73GSy+9xPvvv2/R/lOmTKFHjx4OXqXlKAaPgt3Y2xtLyuGpKNNjMFjWHdnp2OOlUWtg1LKajSYyKUYtdYsePxVlpVSWiTki1lZpgfskLcvZD0sTJgoMVl+9itDY8RxMS+KBIIoHWhLeCg8Qb0yuuKAMvS6XSkVvqTX5OxJS4nJLBs/u87tJ2ZPSoDt7ni6PlD0pDjV6hg4dysyZM5k5cyZBQUGEhYUxf/580+ensrKSOXPmEBMTg5+fH/379zdTZ16/fj3BwcFs27aNrl274uXlxYULFxqEtCorK5k1axYRERF4e3szaNAgDh06ZLaWHTt20LFjR3x8fBg2bBjnzp2z+HV89NFHVFVVsW7dOrp168YDDzzArFmzWL58eYv7rl69msLCQubMmWPx+RyNYvAoyILUG0tVz6ixpDeWt7+HSe6kosRNw1r2emm6joXx/4TAel/wga3F8a5j5VytzRTXaPD4BATi6d2yUnZ93CVpWc5+WFIOj1BVhbGkRK4lWoyc4oHh/pLBY1nenaOwJaQlCAI6vQ69UU9FdQWl+lJ0el2jj5LKEpakL0FoxEwUav4tTV9KSWVJk8eo+7DF0N2wYQNarZb09HRWrVrF8uXLWbt2LQAzZ85k//79fPzxxxw9epT77ruPUaNGkZlZW+2q0+lYtmwZa9eu5cSJE0RENPwOffbZZ9myZQsbNmwgIyODDh06kJycTEGB+Fm4ePEid999N2PGjOHIkSM8/vjjzJs3z+LXsH//fm677TY860g5JCcnc/r0aa5du9bkfidPnuTvf/87//znP1Gr3cfMUFpLKMhGfK8IvHz/S0VpNbeMu4mo9kFEJwS32C5CrVbhHeBJeXEVupKqFsNjLkHy0nwyqZEnLfTSdB0Lne+AN7pAWS6MfhX6Pe4Wnh2JIjvCWVBr8FSV66iqKLfJaJIDOfthqb28UAcGYiwupvrKFTSBzu3dJKd4YK2Hx7UGjy0hrfLqcvpv7C/bGnJ1udz6sWVh5IMTD5pUni0lNjaWFStWoFKp6NSpE8eOHWPFihUkJyeTmprKhQsXaN1azKmaM2cOaWlppKammpp26vV63nnnHXr27Nno8cvKyli9ejXr169n9GhRtXrNmjXs2rWLDz74gLlz57J69Wri4+N54403AEzrWLZsWaPHrE9OTg7t25u3z4ms0abKyckhJCSkwT6VlZVMmDCB1157jbZt2/L7779bdC5n4D6ml8J1j2AUqNSJIYJO/aOJ6RRicW+s6yKPp+tYuDe14bg1Xhq1BkLa1u7nRsYOQHFNhZYtCcsAXr6+eNQYOaUFzm1XUBe5+2HVJi47P49HTvFAycNTXFFNhd51ybsmD48NIa3rhVtuucWs/cWAAQPIzMzk2LFjGAwGOnbsaNad/PvvvycrK8s039PTs9n8l6ysLPR6PQMHDjSNeXh4kJiYyKlTpwA4deoU/fubG4kDBgyQ6yU2yvPPP0+XLl146KGHHHoeW1A8PAqyUVlejVCTR+Dj72HVvr6BHuRnu3lpOkCbvuL/Kg385V0IiBbDWNYYLn41F9nS5ltuOBuj0cAf/z0OgEqtxmg0WNRDqz7+oa24dukPSgvyCW3tmuaEUj+s6tzcxvN4VCq0kZEW98PShoVR9fvvLilNl8QDc4oqGs3jUSGWmFsiHhjoo8VTo6bKYORqaSVtWlBqdgTVxmpTWwlrPDw+Wh8OTjxIhaGCs4Vn0aq1JIQ0njt4OPcwT37zZIvHfGfEO/SJbPkz4KOVz1NZWlqKRqPh8OHDaOrpOvn7+9ee08fH5f3CoqKiyM01z4GStqOiohrd59tvv+XYsWN8+umnAKZwYFhYGC+++CKLFi1y4IqbRzF4FGSjolTMv/Hw1qDxsM55KCUuu317iUJRwI7gttBjvG3HkAyeMtfrukhkHvyJb9e/T2mBuKbTP+0l+78nGT75CRL6W1c95h8SwrVLf/DbwR9QqbCo07rcSP2wsmc/1ciT1vfDkjxB1VedX5ouiQdO/zCjwXPWigeqVCrCA7zILiznSolrDJ4ruisYBANatZYwnzCL95Oah3qoPfDWit4sH23jRsGtrW8l0jeSPF1eo3k8KlRE+kZya+tbLerhZQsHDx402z5w4AAJCQn06tULg8FAXl4egwcPtvn48fHxeHp68uOPPxIXFweIYbBDhw7x1FNPAdClSxe2bTMXRD1w4IDF5xgwYAAvvvgier0eDw/xJnbXrl106tSp0XAWwJYtWygvLzdtHzp0iMcee4x9+/YRHx9vzUuUHSWkpSAb5TUGj7XeHajV4nHrkBZAUU1LiWDrFHvN8K9JPixzDw9P5sGf2LZ8scnYkSgtuMq25YvJPGi5AnTmwZ+4nPkbAL/u3MEnf3+BNTOmWHUMuZD6YeFh/nm0pR+Wq7V4JPFAHw/zi7Mt4oFhLs7jkcJZkb6RJtVka5DK0gGqhcYrtTRqDfMSxeRcVb1CA2n7ucTnHGbsAFy4cIGUlBROnz7Npk2beOutt5g9ezYdO3bkwQcfZNKkSWzdupWzZ8+Snp7OkiVL2L59u8XH9/PzY/r06cydO5e0tDROnjzJ1KlT0el0TJkyBYBp06aRmZnJ3LlzOX36NBs3brRKx2fixIl4enoyZcoUTpw4webNm1m1ahUpKSmmOZ999hmdO3c2bcfHx9O9e3fTQ8oB6tKlS6OJ185EMXgUZKOiVDRWvP1bbs5YH1MOj7tWaUkU1hg8QW1tP4YbhbSMRgPfrm9eU+O7De9jtECsTTKcqqvML6S2GE5yEThyJJqaO9GwWbNou2GDTf2wpEotgwvVlkd1j6ZHGzFh+uFb4tg09RabxANNlVqlrjV4Wvu3tml/lUplMlSaExFMikti+dDlRPiaX2QjfSNZPnQ5SXFJNp3fUiZNmkR5eTmJiYnMmDGD2bNn88QTTwCQmprKpEmTeOaZZ+jUqRPjxo3j0KFDtG1r3ffK0qVLueeee3j44Yfp3bs3Z86c4euvvzZ5X9q2bcuWLVv4/PPP6dmzJ++++64pKdoSgoKC2LlzJ2fPnqVPnz4888wzLFiwwPQ6AIqKijh9+rRV63YVSkhLQTbs8fBcF+0lAIqkkJYdHh43CmllnzrRwLNTn5L8q2SfOkFst6YTKC01nOL79XdqeEuoqsJQ45UJGX+fyVNjLRoXJi3XJbtQrMQae3Nr+rWzreGnKyu1JNVjAA+1BwajwSYvi7RvS1o8SXFJDIsdRkZeBld0Vwj3Dad3RG+HenZMa/TwYOXKlaxevbrR5xYtWtRkPsvkyZOZPHlyg/H63hlvb2/efPNN3nzzzSbXceedd3LnnXeajT366KMtv4AaevTowb59+5p8vqm1SgwdOtQl+lWNoXh4FGSjQoaQlvvn8EgeHjkMHtd7eEoLm9bSsGaeNYaTM9Hn5IAgoPLyQtOqlc3H0Urigy5sL2EwCuTU6PHEBNueROsqg0dSPd6SuQWAny79ZLPqsTX9tDRqDf2i+vHnm/5Mv6h+TjF2FNwTxeBRkA2p27m3LR6e66EsHWTO4XFtbyYA/+DGEw+tnSeX4SQ3+kuioq9H69Z2VbzUJi27zsOTW1xBtVFAq1YRGWhZqXpjuMLgkVv12FK1ZYXmGT16tFlpfN2HNaGv6wUlpKUgG5KHxxaDR6rSKi/VIxiFBorNboEgQNEf4s/BMuTwVBRBdSVoXSe0GNOlG/6hYc16ZwJahRHTpVuzx5HLcJIbfXatwWMPphyea9cQ9HpUHtZ/xu0lu1CsfIkO9rarD5aUw3PVSTk8BqOBpelLm1Q9VqFiWfoyhsUOs9j7Yuqn1UTSsqup2ybCnVm7dq1ZRVVdQkNtC5m6M4rBoyAb5WU1Ia0A65OWfQLFC4hgFKjQ6fGxIfHZ4ZTmQXUFqNRiGwlb8Q4GtRaM1aKXJ6iNbEu0FrVaw/DJT7BtedN3c8MeeaLFvBu5DCe5qevhsQdNcDBoNGAwUF1QgEek8zvbZ18TL0z2hLOgjofHSQZPRl5GA89OXQQEcnQ5ZORl0C+qn0XHtLZjukLjxMS4RifLVSghLQXZkCqsvP2sv/vVaNR4+YlfYm6bxyOFswKiQWPHHb5aXSePx/VhrYT+tzI25QU09bwWAa3CGJvygkU6PJLh1ByWGE5yYzJ4YuwzeFRqNdqaHKDqPNe8Z5KHJybYPu2ciDohLWckk17RWfb7snQe1Bo8FdUVlOnL3CYpVsG9UTw8CrIhlaXb4uEBMdm5sqyazPRcKrroLerD5VQk0UF7EpYl/MKg5DKUut7gAdHoCdocRUH2RRLvupd2PXtbLRgoGU51BQxBNJyGPWK9gKEc6LOzAfCQ4U5WGxZGdV6eS8QHAf6QPDwh9nl4wmpCWhV6I6WV1QR4OzY8F+5rWfsOS+cVVxabSturDFWcKzqHVq0l2i+aQC/n9jlTuL5QDB4F2bCnSivrlzyK88UKlMNp5zmcdh6/YC8G35/QbKd1pyJHwrKEn/skLoMo/158Vawa6z7sdkKibTMQEvrfSny//qx/ZgbXLv3BwPsfJnHcvU737EjIFdIC1ycuSx6eNnaGtHw8NQR4aSmprOZKSaXDDZ7eEb0tUj3uHdG7xWMVVxZzseRig/FqYzUXSy4SS6xi9Cg0iRLSUpAFg95IVYUoAmZt0nLWL3mkvXccY7X5l2FZYSVp7x0n6xfXl28DtSXp9iQsS7iZ2nJ5STHVlWJOR0CYfQamWq0hJEoUw/MNCnaZsSMYDGJZOvIYPBoXiw/+cU0H2O/hAedWatVVPa6PNarHgiCYPDtNkVOWo4S3FJpEMXgUZKGiJmFZpVbh5WO549BoFNi3ObPZOT98konR6AZfYkUyaPBI+NUI4LlJSKsoTzQM/ENC0cpQgeQbFAxAeXGR3ceyleorV6C6GrRatDJI2mtqqlZ0hw5RdjAdweC8buOCIHCpUJ6kZagNazkrcVlSPfbVmucfWaN6rKvWtZikrDfq0VXr7Fqrwo2LYvAoyEK51FbCT2tVSfnlzELKCpv/0i29VsnlzEJ7lmc/RgPknRJ/rigSt+3BzUJaxVdET1NgROMdkK3FNzAIAF1RoSzHswVTOCsy0uImoU1RvHMnhZs+BqDsp/1ceOQRzoxIonjnTrvXaQn5ZVVU6I2AWJZuL67Q4kmKS+K2NrcBcEf7O1iXvI60e9IsbvFgaUXWjVy5NXnyZMaNG2fXMfbs2YNKpaKwsFCWNV1PKAaPgiyY2kpYmbBcVmzZF66l8xzCyW2wsjsUnhe3dy8Ut09ua36/5nAjtWWAojyxbDgoXJ58KcnDo3Ohh0euhOXinTvJnv0UxpISs/Hq3FyyZz/lFKNHKkmPCPDCS2t/iNBVass5ZaIncVjbYVarHtdtGmrNPMFgoOxgOkVfbXe6Z05uVq1aZVXzTzk4evQogwcPxtvbm9jYWF599dVm5+fn5zNq1Chat26Nl5cXsbGxzJw5k+LiYrN5lZWVvPjii8TFxeHl5UW7du1Yt26dI1+KkrSsIA8m0UErS9L9Ai0T3bN0nuyc3AafTIL6yZbFl8Xx8f+ErmOtP66/+/TTAii+UmPwRMijL+MWHh4ZRAcFg4HcxUtE0ckGTwqgUpG7eAkBI0bY7UVqDlPCsgz5OwCtanSuDp+/xv6sfBLbh9olZmgpUg5OtJ91DU8BfLW+aNXaZj04HmoPs7BZ8c6d5C5eQnVNLheANiqKyBeet7qBrCsxGAyoVCqCgoKcet7i4mJGjhxJUlIS7777LseOHeOxxx4jODjYrIFoXdRqNXfddRcvv/wy4eHhnDlzhhkzZlBQUMDGjRtN88aPH09ubi4ffPABHTp04PLlyxiNRoe+HsXDoyALkgaPtRVa0QnB+AU3b8z4h3gRnRBs69Jsx2iAtOdoYOxA7VjaPNvCW1JIyw06pgMUSSGtcHkMHh8Xe3gEgwHdkSPiz4Jg81297ufDZhfLhicSqM7JQffzYZuObykm0cEQ+zR4ANKOX2btvrMAHDxbwIQ1Bxi07FvSjjefEGwveqOeK+ViCNcWg0elUrW4X5RflKmFiOSZq//+OcMzN3ToUGbOnMnMmTMJCgoiLCyM+fPnmxKqKysrmTNnDjExMfj5+dG/f38zdeb169cTHBzMtm3b6Nq1K15eXly4cKFBSKuyspJZs2YRERGBt7c3gwYN4tChQ2Zr2bFjBx07dsTHx4dhw4Zx7tw5i1/HRx99RFVVFevWraNbt2488MADzJo1i+XLlze5T0hICNOnT6dv377ExcUxYsQInnzySbMGpGlpaXz//ffs2LGDpKQk2rVrx4ABAxg4cKDFa7MFxeBRkAVJg8fbypCWWq1i8P0Jzc4ZND7BNXo853+C4kvNTBCgOFucZy1SSEt31f58IBmQQlqBcoW0XOjhKd65kzMjkiiruYAUf/GFzfk2ljYLdWRTUYNR4OfzBWbbtpJ2/DLTP8ygqNy86WZOUQXTP8xwqNFzRXcFo2DEQ+1BKx/rG7kKgoC/QUuMJgxNZTWUV5ge2koDMZow/A1ajDodhpIScl9+pWnPHAK5ryzGUFKCUadr8WFL5deGDRvQarWkp6ezatUqli9fztq1awGYOXMm+/fv5+OPP+bo0aPcd999jBo1iszM2gIOnU7HsmXLWLt2LSdOnCCikcT7Z599li1btrBhwwYyMjLo0KEDycnJFBSIn5eLFy9y9913M2bMGI4cOcLjjz/OvHmNV8w1xv79+7ntttvw9Kz9Xk9OTub06dNcu2ZZX7xLly6xdetWhgwZYhrbtm0bffv25dVXXyUmJoaOHTsyZ86cJttcyIXbhrT+8Y9/8Nprr5GTk0PPnj156623SExMbHL+ypUrWb16NRcuXCAsLIx7772XJUuW4O1tf4KfQsuU26HBE98rglF/7c7ej39DV1Srsuwf4sWg8S7U4SltWg7fpnl1kaq0BCOUX6vddgGCIFBS4+EJkitp2VSlVYxgNKJSO+feSrqrr3+hk+7qWbXSqlCGpL0j1zxrSTt+mUVfnuRyTZf0L3+9xM/nClg4piujulvnJTEYBRZ9ebJJf6UKWPTlSW7vGuWQ8JYUzoryi0Ktsv7zIJSXc7p3H9N23SMYgcs1D8sOJn4mfuvX9DWlLp0yDqPytc67Fhsby4oVK1CpVHTq1Iljx46xYsUKkpOTSU1N5cKFC7SuCbfOmTOHtLQ0UlNTTU079Xo977zzDj179mz0+GVlZaxevZr169czevRoANasWcOuXbv44IMPmDt3LqtXryY+Pp433nhDfB0161i2bJlFryEnJ4f27dubjUXWtFXJyckhJKTp3ngTJkzgiy++oLy8nDFjxpiMPYDff/+dH374AW9vbz777DOuXr3Kk08+SX5+PqmpqRatzRbc0sOzefNmUlJSWLhwIRkZGfTs2ZPk5GTy8hp3/2/cuJF58+axcOFCTp06xQcffMDmzZt54YUXnLzy/13saRwKotHz0N8HmLb/PP1PPPzKra4VHfS3MLxj6by6aDzAp+bLwsVhLV1RIdX6KlQqNQGtrL/zbgyfAFH8TRCMlJeWtDBbHlrMtwFyFy+xKrzl27cP2qgoaKrTukqFNioK3759Gn/eDiRvjGTsSNjqjUk/W9DgWHURgMtFFaSfLWhyjj3Yk79zPXLLLbeYwmsAAwYMIDMzk2PHjmEwGOjYsaNZd/Lvv/+erKws03xPT0969OjR5PGzsrLQ6/VmYSAPDw8SExM5dUqsKD116hT9+/c322/AgAE4gxUrVpCRkcEXX3xBVlYWKSkppueMRiMqlYqPPvqIxMRE/vznP7N8+XI2bNjgUC+PW3p4li9fztSpU3n00UcBePfdd9m+fTvr1q1r1B33008/MXDgQCZOnAhAu3btmDBhAgcPHnTquv+XscfDI+HhpUHrpaG60kBItJ/r20rE3QqBrcUE5Ubvi1Xi83E2tkzwixC9O2V5QFc7FmofJg2e0FZotPKo7mq0Wrz9A6goLaG8uMgU4nIk1uTb+PW37M5epdEQ+cLzondIpTI3pmouZpEvPC97wrIjvDF5JU0bO7bMs5bLpbUeHltQ+fjQKaM2V6qkqpQ/Si7ipfXmpiBzL4Tu55+5+MRfWzxm7Pvv4du3r0XnlovS0lI0Gg2HDx9GU+9z4+/vb/rZx8fHzGByBVFRUeTmmnuwpe2oqObfx6ioKKKioujcuTOhoaEMHjyY+fPnEx0dTXR0NDExMWZJ2F26dEEQBP744w8SEppPc7AVt/PwVFVVcfjwYZKSarUZ1Go1SUlJ7N+/v9F9br31Vg4fPkx6ejogust27NjBn//85ybPU1lZSXFxsdlDwXZMOTx2GDwg6vhArZChS1FrYFRTrt+aL6JRS8V5tiDl8fx3O5zd57JcniJTOEveDuDOzuNxVL5N4MiRxKxaibZeh3RtZCQxVobILMUR3piIAMvC+5bOsxZ7PTwqlQq1r6/p4eHnDz7eGL08zMbVvr74DRxokWfOb+DABvs29rDF8Kh/w33gwAESEhLo1asXBoOBvLw8OnToYPZoyYioS3x8PJ6envz444+mMb1ez6FDh+jaVbyB6tKli+m6WHcdljJgwAD27t2LXl/7fbxr1y46derUbDirPlL1VWWNmvvAgQO5dOkSpaWlpjm//fYbarWaNm3aWHxca3E7g+fq1asYDAZTnFAiMjKSnCbu3iZOnMjf//53Bg0ahIeHB/Hx8QwdOrTZkNaSJUsICgoyPWJjZVDP/R+m1sNjW+NQCWl/KUTmcrqOFUvP6+ccBLa2vSQdxHL37J/Fn9Pfhw132q/tYyPFMicsSzhbi8eR+TaBI0fS4Zvd+NWED4Luu48O3+x2WGmzI7wxie1DiQ7ypqlLtwqIDvImsX2oxce0BrlDWpLejkFoeKMgeebEjXqv2IGeubpcuHCBlJQUTp8+zaZNm3jrrbeYPXs2HTt25MEHH2TSpEls3bqVs2fPkp6ezpIlS9i+fbvFx/fz82P69OnMnTuXtLQ0Tp48ydSpU9HpdEyZMgWAadOmkZmZydy5czl9+jQbN260Ssdn4sSJeHp6MmXKFE6cOMHmzZtZtWqVWXjqs88+o3PnzqbtHTt2kJqayvHjxzl37hzbt29n2rRpDBw4kHbt2pmO26pVKx599FFOnjzJ3r17mTt3Lo899hg+MnrT6uN2Bo8t7Nmzh8WLF/POO++QkZHB1q1b2b59O//3f//X5D7PP/88RUVFpsfFiw0b0ilYhiAIdufwSLiVh0eiY7KYXAxw50p45Ct46ph9xs4nk6C63sVK0vZxstFTJLMGj4SzPTyOzrdRaTR4deoEgMbX16EXS0d4YzRqFQvHiHf+9X9D0vbCMV0dpscjiQ5G+8tj8GhU4u/fKBgxCg31W1zhmavLpEmTKC8vJzExkRkzZjB79myTdk1qaiqTJk3imWeeoVOnTowbN45Dhw7Rtq11ffqWLl3KPffcw8MPP0zv3r05c+YMX3/9tcn70rZtW7Zs2cLnn39Oz549effdd01J0ZYQFBTEzp07OXv2LH369OGZZ55hwYIFZho8RUVFnD592rTt4+PDmjVrGDRoEF26dOHpp59m7NixfPXVV6Y5/v7+7Nq1i8LCQvr27cuDDz7ImDFjePPNN616/dbidjk8YWFhaDSaRuOGTbn75s+fz8MPP8zjjz8OwJ/+9CfKysp44oknePHFF1E3UiHi5eWFl5eLxOxuMKoqDBgNYraBPTk8UCtc6DYeHhBLzwG0PtBnctMXVEtoUdtHJWr7dL7D9lCZNcsxGsg7KyZKVldVYTQaZGv26WwtHrN8mwZPynNXr20lej+qrzkmsVdC8sbkFFU0lT1GlA3emFHdo1n9UG+zyi9qjmVL5ZelCILApVJR4kEuD49apUalUiEIAtXGajw1Db3LgSNHEjBihJjfdeUK2vBwfPv2caixKuHh4WGqHm7suUWLFrFo0aJG9508eTKTJ09uMF7fO+Pt7c2bb77ZrKFw5513cuedd5qNSfmxltCjRw8zDZ2W1jps2DB++qllqY7OnTuza9cui9chB27n4fH09KRPnz588803pjGj0cg333zTZHa5TqdrYNRIyWBK51zHo6tp+6DWqsg9W2xXo09vdwtpART9If4f1MY+Ywccq+1jJZkHf2LNjCnk/n4GgEPbtrBmxhQyD8pzbldo8Uh39SpP84ufXHf1mlCxis2Q71iDp643pj72emNGdY/mh+eGk9RFDGHe0zuGH54b7jBjB6BEX2Jq6mlr0nJ9VCqVyctjaCb/TaXR4Nc/kaA778Cvf6JTjB0F98TtDB6AlJQU1qxZw4YNGzh16hTTp0+nrKzMZJVOmjSJ559/3jR/zJgxrF69mo8//pizZ8+ya9cu5s+fz5gxYxpkwSvIS9YveXz2egYAxmqBz1f8wj9f+ImsX2wrtXbLkJZk8ATLkOflSG0fK8g8+BPbli+mtMC8tUVpwVW2LV8si9FjyuEpcq7acuDIkWijxYt3q2nTaLthg2z5NiYPT4FjDR6o9cZ4e5h/TUcFebP6od52GSgatYqu0aJ0gI+nxuFtJaQKrRCvEHy08uVoSHk81cKN2zDUkYwePdqsNL7uw5rQ1/WC24W0AO6//36uXLnCggULyMnJ4eabbyYtLc2UyHzhwgUzj87/+3//D5VKxf/7f/+P7OxswsPDGTNmDK+88oqrXsL/BFm/5JH23vEG42WFlaS9d5xRf+1utY6OlAPkVgZPYU1+V5AM1QOO1PaxEKPRwLfr3292zncb3ie+X3+7wlu+NSWnzm4vIRiNVNd0Sg++914829jXPLQumhDR4DHk58t2zOYY1T2ajnuyOPpHEVMGtiepa6Rsfa9a+Ysh/YKyqhZm2k9d0UE5scTD4wrqtolwZ9auXduk7k1oqGOS112JWxo8gKkPSWPU/zBptVoWLlzIwoULnbAyBQCjUWDf5sxm5/zwSSbte4ZbpadjyuFxJ4OnSDJ4ZPDwOFrbxwKyT51o4NmpT0n+VbJPnSC2W9PCZy0hhbTKiwttPoYtVF+5gqDXg0aDR5S8hmNtDs81BEFwik7KpZrGoX/pHUP3GPn0jEL9xLDf1VLHGjwGo4EDl8VSaG+NNwajwaou6c2heHjsIyZGvpuB6wG3DGkpuD+XMwspK6xsdk7ptUouZxZadVyTh8ddc3jsxUzbp4laGXu0fSygtNCyHjiWzmsKV4W09H+I75dHVBQqrbz3dBrprlevx1jieAXpCr3BZJDEBMtbrit1THekh2f3+d0kb0nmo1MfAfDLlV9I3pLM7vO7ZTm+ZDi5m4dHwT1RDB4Fmygrbt7YsXaehFtWaclp8ECttk9gvRwMe7V9LMQ/2DLBMEvnNYVvYDAAlboyqvXOez9NBo8DBMzU3t6o/fwAqHZCWCu7xrvj66kh2FceFWyJVn5iSCu/1Lq/UUvZfX43KXtSyNWZ56Pl6fJI2ZMii9GjVSkeHgXLUQweBZvwC7SspN/SeRK1Ia1q96iwE4Q6Bo+M4pRdx8JTx8E7WNwe86Z92j5WENOlG/6hzTcrDWgVRkyXbnadx8vPD3VN0UC5E/N4qrJFGQEPGXN36iJ5eQxOSFzOviYaPDHB8rcZkEJaheV6uzqwN4bBaGBp+lKERsK20tiy9GV2e2YUD4+CNSgGj4JNRCcE4xfcvDHjH+JFdEKwVceVQlqGaiPVVQ3FxJyOLh+qyzHl1siJWlN7zOBYp+juAKjVGoZPfqLZOcMeecJuPR6VSuWS0nT9H6LB4+kgiXptqPMqtSQPT0yI/OqzIb4epvZg13TyhrUy8jIaeHbqIiCQo8shIy/DrvMoHh4Fa1AMHgWbUKtVDL6/+QZvg8YnWN0A1MNLg1or7lPu4GRKi5ASlv0jQesAoUrfmu7kOsdfPOuS0P9Wxqa8gKqeflVAqzDGprxAQn95kqadLT4IdUJaDkrI1LRyjhYPmHt45EarURPsI95g5Mv8t3ZFZ1m/MkvnNYXi4VGwBret0lJwf+J7RTDqr93Z9cEJDNW1rmv/EC8GjU+wuiQdRK+At58HuqIqKsuqoZWcK7YBufN36iMZPGXNV005gvh+/U0/D390GmGxbYnp0k02pWVwjfigI3N4oK4Wj/NyeBzh4QGxNP2aTk9+WSUQINtxw30t61dm6bymMHl4jP8bHp7JkydTWFjI559/bvMx9uzZw7Bhw7h27RrBwcGyre16QPHwKNhFfK8IwmLFL8qeI2IZ93QvHn7lVpuMHQm3SlyWU3SwMfxqcml0zjd4SgvyEYxG1BotPUeOJrZbD1mNHQCfGoPn/K8ZXDxxFKOD78SF6mr0NW1pPGIcY/DUavE4z8PTJsTXIceX8njk9vD0juhNpG8kqiZalapQEeUbRe+I3nadR/LwNNVPC0QJjezT1/jtUA7Zp6/ZpQTvalatWmVV8085OHr0KIMHD8bb25vY2FheffXVZufn5+czatQoWrdujZeXF7GxscycOZPi4mInrbhpFA+Pgt1UV4kXsbhurYjpZF9lD9T24yp3giBai8gpOtgYppCWc4Ts6lIkdUkPC5fd0AFRzTnrZ1F/5dSP33Pqx+/xDw1j+OQnZAuZ1UefkwMGAypPT7ThzSdm24rk4TE4uJ8WwB/XxHYMjghpAYQ5qDRdo9YwL3EeKXtSGjwnGUHPJT5ntx6PJDwIYlhLrTG/h8/6JY99mzPNJDT8gr0YfL9tHmhXYTAYUKlUBAXJp8NkCcXFxYwcOZKkpCTeffddjh07xmOPPUZwcLBZA9G6qNVq7rrrLl5++WXCw8M5c+YMM2bMoKCggI0bNzp1/Q3W5tKzK9wQ6CtFg8fDW56LZq2Hxw3c1HKKDjaGb81F2QUhreIrYvuPQJm7pENt6wp9hXlHeDlbVzSGKZzVunWD/CS5kPppVTvYw6M3GMkpFn9/bRwU0qr18Mhfmp4Ul8Tyocvx9/A3G4/0jWT50OUkxSXZfQ6VSlWbxyOYew8lJfj6emGSEryt7W8sYejQoSbx3KCgIMLCwpg/f76p8rSyspI5c+YQExODn58f/fv3NxPUXb9+PcHBwWzbto2uXbvi5eXFhQsXmDx5MuPGjTPNq6ysZNasWURERODt7c2gQYM4dOiQ2Vp27NhBx44d8fHxYdiwYZw7d87i1/HRRx9RVVXFunXr6NatGw888ACzZs1i+fLlTe4TEhLC9OnT6du3L3FxcYwYMYInn3yy2QakzkIxeBTspqpCXoPHy13aSxgNkHdK/LmiWNyWGz/Xe3iCwuW907W0dYUjwluOzt+BOh4eB+fw5BRVYBTAU6Mm3N8BCfPU0eJxkDc1KS6J5HbJAIxoO4J1yetIuyfNJmNHEAT0lYYGD6rVGKoEyssrTWOV5dXs2/xbs8fbtzmTyvLqRo9Z/2GLRMaGDRvQarWkp6ezatUqli9fztq1awGxk8D+/fv5+OOPOXr0KPfddx+jRo0iM7NWvV6n07Fs2TLWrl3LiRMniIho+Hf67LPPsmXLFjZs2EBGRgYdOnQgOTmZgpoKwosXL3L33XczZswYjhw5wuOPP868efMsfg379+/ntttuw7NOM97k5GROnz7NtWuWCZNeunSJrVu3MmTIEIvP6yiUkJaC3eglg8dLZg+PKw2ek9sg7bnazubfvQyH14kqyXJq5bgwpFV8pSakFS6vh8dZrSsaw9EaPFCrw+NoD4+UsBwd7G11taOlSGrLcufw1CVHlwPAbW1uo19UP5uPU11l5P3Z3zczwzqPTVlhJWuf3mvR3CdWDbH6+y02NpYVK1agUqno1KkTx44dY8WKFSQnJ5OamsqFCxdo3VqUpZgzZw5paWmkpqaamnbq9Xreeecdevbs2fj6y8pYvXo169evZ/To0QCsWbOGXbt28cEHHzB37lxWr15NfHw8b7zxBoBpHcuWLWv0mPXJycmhffv2ZmNST8ucnBxCQppOYZgwYQJffPEF5eXljBkzxmTsuRLFw6NgFwaDEUO1mCzo6S2P/ezj6vYSJ7fBJ5NqjR2J4svi+Mlt8p3LhSGtohqDJ0jmkJazWlfURzAYKD/yq7hhFBAMjkmQNgkPFhY67Bzg2JJ0CcnD48j2EjmlosET7Wd7d/frkVtuucVMLHLAgAFkZmZy7NgxDAYDHTt2NOtO/v3335OVlWWa7+npSY8eTd8QZGVlodfrGThwoGnMw8ODxMRETp0SPdOnTp2if//+ZvsNGDBArpfYLCtWrCAjI4MvvviCrKwsUlIa5nM5G8XDo2AXkncHbhAPj9EgenYabewpACpImwed75BHKFDy8JQXgNEIDso7aQxTDo/MHh5nta6oS/HOneQuXkJ1jnhxLfzkE0r37iXyhecJHDlStvMAaKW7WqMRQ1GRSYhQTgxGgQO/i14/D40Kg1GQpUN6fUwNRMsc015CEARTp3R7DR6tp5onVjUMi1wuvUxhZSGtfFoR4SuGfS5lFvLV27+2eMw7Z/aktQXiqFpP+f4uS0tL0Wg0HD58GI3G/DvE378238nHR351bWuJiooiN9dcQFLajoqKanHfqKgoOnfuTGhoKIMHD2b+/PlER7vO8FU8PAp2ISUsq7UqNFp5Pk4uLUs//1NDz44ZAhRni/PkQDJ4BCNUFMpzTAswVFdTclX0Ksnt4XFW6wqJ4p07yZ79lMnYkajOzSV79lMU79wpy3kkVB4eaGqqZQwO6KeVdvwyg5Z9y78Pi/lI3/92lUHLviXt+GXZz+WoKi2J4qpidNVipVmUX/MXyJZQqVR4eGkaPLx9PNF4qlB5CKax2K6hFinBx3YNbfSY9R+2GB4HDx402z5w4AAJCQn06tULg8FAXl4eHTp0MHu0ZETUJT4+Hk9PT3788UfTmF6v59ChQ3Tt2hWALl26kJ6e3mAdljJgwAD27t2Lvk4vvF27dtGpU6dmw1n1MRrFKEBlpWMMa0tRDB4Fu5A8PJ5e8jkLvV2ZtFzatBy+TfNaQusJXjWlpk4Ma5UWXEUQjGg8PPCrUUOWC2e1rgAxjJW7eInYH6HBk+JY7uIlsoeeHJXHk3b8MtM/zOBykXl1W05RBdM/zJDd6DH109Lp0Rvkb+WSUyYaoaHeoXhrvWU/PtSWptdVW3aUErw1XLhwgZSUFE6fPs2mTZt46623mD17Nh07duTBBx9k0qRJbN26lbNnz5Kens6SJUvYvn27xcf38/Nj+vTpzJ07l7S0NE6ePMnUqVPR6XRMmTIFgGnTppGZmcncuXM5ffo0GzdutErHZ+LEiXh6ejJlyhROnDjB5s2bWbVqlVl46rPPPqNz586m7R07dpCamsrx48c5d+4c27dvZ9q0aQwcOJB27dpZfG5HoBg8CnZRVSmWjssVzgIXe3j8LfR2WDrPEnxrQiJOTFyu1eCJcEj5ttS6or6nR+7WFbqfDzfw7JghCFTn5KD7+bAs55PQOECLx2AUWPTlySaDqQCLvjwpa6PPYF9PJOeF3P20AC6Vit5Se707zaFVizdbFYYKyvRlpooqSQm+vqfHP8SLUX/t7nAdnkmTJlFeXk5iYiIzZsxg9uzZJu2a1NRUJk2axDPPPEOnTp0YN24chw4dom3btladY+nSpdxzzz08/PDD9O7dmzNnzvD111+bvC9t27Zly5YtfP755/Ts2ZN3333XlBRtCUFBQezcuZOzZ8/Sp08fnnnmGRYsWGCmwVNUVMTp06dN2z4+PqxZs4ZBgwbRpUsXnn76acaOHctXX31l1WtzBEoOj4JdyK3BA7UeHn2lAUO1UbZQmUXE3So29Cy+TON5PDVNRONkFM7zC4NrZ52qtuyohOW6JPS/lfh+/Ul9ejqFOZcYNOER+o29W1aRw+orlvVisnSepWgdoMWTfraggWenLgJwuaiC9LMFDIiXp+eKRq0i1NeT/LIqCsqqiAiQ1wsjV/5OUxRXFpvOUWWo4lzRObRqLdF+0QR6BRLfK4L2PcO5nFlIWXElfoFiQ2NHenYkPDw8WLlyJatXr270uUWLFrFo0aJG9508eTKTJ09uMF7fO+Pt7c2bb77Jm2++2eQ67rzzTu68806zsUcffbTlF1BDjx49mtXQqb/WYcOG8dNPjtHZshfFw6NgF6aQlowGj5eP1nTX6fSwllojlp43Ss2iRi2Vt7O5Cyq1ahOWHXuXq1ZrCI4U7+79gkNkV3TWhlvWi8nSeZaiCRXvoOXU4skradrYsWWepTiqvQTUhrQcYfAUVxZzseRig8ah1cZqLpZcpLhSbGWgVquI6RRCx35RxHQKcYqxo+CeKAaPgl3oK+QPaanUKrxcGdbqOhbG/xNU9V5TYGtxXE4dHnCJFo8ppCVzhVZjSP20yh3QMd23bx+0UVHQVFKpSoU2Kgrfvn1kPa+mpsJMl/ELZQfTZckRstS7IrcXxqTF44DEZUd5eOpWfzVFTlmOTYKB/0uMHj3arDS+7sOa0Nf1ghLSUrCL2pCWvB8lL18tFaV6zvycS0Wp3mluaBNdxogGj2AQPTqR3cUwlgN6TjlbbdloNHDl3O8AVFdVYjQaHNJLS8I3MBAAnQMMHpVGQ+QLz5M9+6lGnhQ/L5EvPI9KI9/rK965k2sffQSA7sABLhw4gDYqyu4S+MT2oUQHeZNTVNFUMJWoIG8S28tbBm9SW3ZAewmTweMvr8Gjq9a12CFdb9Sjq9bh5+En67ktoW6bCHdm7dq1lJeXN/pcqAPkFlyNYvAo2EWVzCrLIPbAKckX3fY//+c8P//nvPMb/pVdBWMVoIK+U8RqKkfhxJBW5sGf+Hb9+yYl5ANbPub4d7sd2tDTJ0Dy8DimW3LgyJGwaiXZT6dAHU+LNjJSdh0eqQS+flWYVALPqpU2n0+jVrFwTFemf5jR4DnJ1F84pqvsejytHFia7igPT0vGjrXz/leJiXGcIrk7ooS0FOxC8vB4ymTwSA3/jAbzC4ozGv6ZUXRB/D8g2rHGDjgtpCU19Kzf9sHRDT1NIa0S+T08EgFJSVDjxYl4fh5tN2ygwze7ZTV2nFECP6p7NKsf6o2Ph/nfU1SQN6sf6s2o7vLnwpjEB2XO4dEb9FzRicnicldpSZVZcs1T+N9AMXgU7MLUR0uGkJbRKLBvc2azc374JBOjjGW5TVIkir4R5LgmlCb8ajw8DqzScmVDT98ag8cRIS2J6itXoKoKNBpCJ07Er3+irGEscF4J/Kju0XRvLYYBJw2IY9PUW/jhueEOMXYAQmoMnhOXCtmflS9b2XuuLhcBAU+1J6He8oZHfLW+LRozHmoPfLW+sp5X4fpGMXgU7EJOHZ7LmYWUFTafR1B6rZLLmYV2n6tFnGnwmEJajvPwWNPQU24cmbQsob8geuQ8oqNReXg45BzOLIG/WNNH6y+9YhgQ38ohbSVAFDpcsUvsKn70j2ImrDkgm6pz3fwdtUreS41KpWoxTBblF+Xy1gwK7oVi8CjYhZw6PGXFliVNWjrPLpxq8DheeNBVDT2hbtKyY3J4AKouiu+XZ9tYh53DWSXwFXoDOcViDlvbUMd5KCRV50KdeSWkXKrOUkm6o0QHA70CiQ2IbeDp8VB7EBsQS6BXoEPOq3D9ohg8CnYhpw6PX2DzvW+snWcXRRfF/4McdwE1IYW0qsuhqswhp3BFQ08JycOjryinusoxPZuqLtZ4eGKtU6q1BmeVwP9R493x89SY8mvkxtGqzgajgUM5hwDQqrQNtHLkItArkI4hHQmqac8S4BlAQkiCYuwoNIpi8CjYRZVJh8f+HJ7ohGCLGv5FW9Dd2G4KawyeYCcYPJ7+oKl53Q6q1HJ2Q8+6ePn6odaInw9H5fHoL4jvlyM9PFIJvLhRz+iRsQT+4jWx2WZsqK/DQjLWqDpby+7zu0neksxnZz4D4MdLP5K8JZnd53fbutxmUalU+Gh9TD/fyGGsyZMnM27cOLuOsWfPHlQqFYWFhbKs6XpCMXgU7ELOkJY7NPwz4cyQlkrl8EotZzb0rI9KpcKnJqzlqDyeqouiweMR61gDNXDkSGJWrUQbaS7YqI2MJMaOkvS6XCyoNXgchaNUnXef303KnhRydebNdfN0eaTsSXGY0aNRN2wgKmE0Grh44iinfvyeiyeOOiQx31msWrXKquafcnD06FEGDx6Mt7c3sbGxvPrqq83Oz8/PZ9SoUbRu3RovLy9iY2OZOXMmxU2EtH/88Ue0Wi0333yzA1ZvjlKzp2AXepl1eKSGf99v+o3y4trwh3+IF4PGO0mHR19eWzHlDIMHRPHBkksOzeNJ6H8rY1Ke58vlS8zGA1qFMewRx+nwAPgGBFJ2rcCBHh4xpOXpYIMHRKMnYMQILjw2Bd3BgwRPmEDU/3tRtqqwC/miwePI/B1HqDobjAaWpi9FaCRQJiCgQsWy9GUMix1mMlDkQqsSL2XVgrnuTn3dKQD/0DCH6k45AoPBgEqlIigoyKnnLS4uZuTIkSQlJfHuu+9y7NgxHnvsMYKDg80aiNZFrVZz11138fLLLxMeHs6ZM2eYMWMGBQUFbNy40WxuYWEhkyZNYsSIEeTm5jZ6PDlRPDwKdmHS4ZGxl1Z8rwjGv9DPtD32qZt5+JVbnSc6WJQt/u/pD97Bzjmnk8QHW3fsUvOTilEzUhi/YDGPv/2Bw7/8HVmpZSgpwVDjnndkDk9dVBoNXgmiN1Lj7y9rCfyFAscbPJKqc1O+UhUQbaWqc0ZeRgPPTl0EBHJ0OWTkNRRWtJfGPDyu0p0CGDp0KDNnzmTmzJkEBQURFhbG/PnzTa0uKisrmTNnDjExMfj5+dG/f38zdeb169cTHBzMtm3b6Nq1K15eXly4cKFBSKuyspJZs2YRERGBt7c3gwYN4tChQ2Zr2bFjBx07dsTHx4dhw4Zx7tw5i1/HRx99RFVVFevWraNbt2488MADzJo1i+XLlze5T0hICNOnT6dv377ExcUxYsQInnzyyUYbkE6bNo2JEycyYMAAi9dkD4rBo2AXVVJIS4Ycnrr4BNSWFoe18XduWwlJdDCoTdMJqnLjU3NhyfoWzu4DB7ndC3PFypvA8Ai63Tac2G49HNpWQsI3KBhwTA6PviacpQkNRePvvDYC2lbie1Z9Tb6O6eAcg0dSdQYaGD22qjpLIoNyzauPIAjoKyoafQiV1VRXVlFZXk5VeTmVujK+TX2v2eN9u/49KnVlTR7T7Pg29OTasGEDWq2W9PR0Vq1axfLly1m7di0AM2fOZP/+/Xz88cccPXqU++67j1GjRpGZWatDptPpWLZsGWvXruXEiRNERDS84Xv22WfZsmULGzZsICMjgw4dOpCcnExBgfiZvHjxInfffTdjxozhyJEjPP7448ybN8/i17B//35uu+02PD1rk+eTk5M5ffo0165ZVtF56dIltm7dypAhQ8zGU1NT+f3331m4cKHF67EXJaSlYDOCUaC6Uv7WEgAajRpPbw1VFQYqSvX4+DtY7bgupvwdJyQsA5zcBplp4s/HPhEfga3Fru0yNyotyhVLhaUO5s7CkTk8VVLCshPCWXXRhIp5V4Z8+QweQRBMVVqxoT6yHbcxJFXnRV+eNEtgjgryZuGYrlYLHYb7WlaOb+m8+lRXVvLmI/e2OG+XhccrLcjn7Ufvt2jurA2f4uFtXdPW2NhYVqxYgUqlolOnThw7dowVK1aQnJxMamoqFy5coHXr1gDMmTOHtLQ0UlNTTU079Xo977zzDj179mz0+GVlZaxevZr169czevRoANasWcOuXbv44IMPmDt3LqtXryY+Pp433ngDwLSOZcuWWfQacnJyaN++vdlYZE3+Wk5ODiEhTVd1TpgwgS+++ILy8nLGjBljMvYAMjMzmTdvHvv27UOrdZ4Zonh4FGxGX1XrhZAzpCXh7V/TMb3Myf1wnJmwfHIbfDKpYTl68WVx/OQ2WU9XmHMJgOBIx6j2NoVvgKS2LL8Wj6kkva1zwlkSJg9PgXx5V9d0ekprxDzbhDheJXhU92h+eG44yV3Fi9i4m1vbrOrcO6I3kb6RqJoIlKlQEeUbRe+I3nat+XrhlltuMasYGzBgAJmZmRw7dgyDwUDHjh3NupN///33ZGVlmeZ7enrSo0ePJo+flZWFXq9n4MCBpjEPDw8SExM5deoUAKdOnaJ///5m+zkrfLRixQoyMjL44osvyMrKIiUlBRDzkSZOnMiiRYvo2LGjU9YioXh4FGxGSlhWqUDjIb/t7O3nQfHVCipk7vHTIs4yeIwGSHsOmlRDUUHaPOh8h2xd2gslD0+Ucw0eR/XTEgyG2lYOajWCwSB7S4mm0NR0k5bTwyOFsyIDvfD2cNLrUKvoFhPE1ydz8fHU2KzqrFFrmJc4j5Q9KQ2ek4yg5xKfszlhWevlxawNnzb5fGZhJnpDNe0C4yg48ztbl77U4jHvnvcSbbp0t+jcclFaWopGo+Hw4cNo6n1W/f39TT/7+Pi4vMQ+KiqqQTKxtB0V1byXOCoqiqioKDp37kxoaCiDBw9m/vz5+Pj48PPPP/PLL78wc+ZMAIxGI4IgoNVq2blzJ8OHD3fI61E8PAo2Y9Lg8dY65A+z1sOjb2GmzDhLdPD8T1B8qZkJAhRni/NkQsrhcbqHxwH9tIp37uTMiCTKvv9e3P7iC86MSKJ4507ZztEcWsngKZDf4HFk/k5jyNVANCkuieVDl+OlMTcQIn0jWT50OUlxSTYfW6VS4eHt3eTD29sPrZcnKk8tcT17WaQ7FdezV7PHlB62fL8dPHjQbPvAgQMkJCTQq1cvDAYDeXl5dOjQwezRkhFRl/j4eDw9Pfnxxx9NY3q9nkOHDtG1q5if1aVLF9LT0xusw1IGDBjA3r170etrv4N37dpFp06dmg1n1cdoNAJiknVgYCDHjh3jyJEjpse0adPo1KkTR44caeCRkhPF4FGwGUdUaNXF26/G4Cl1YkjLaIArYm8hdAUOSx4GoNTCMkxL51lAYY5o8ARd5zk8xTt3kj37qQbNPKtzc8me/ZRTjB5NKzGHx6jTYSwvt/t4BqPAj2fEiiJvD41sTTwtIawmR66gzH5valJcErEB4s3Co90eZV3yOtLuSbPL2LEEqcWEQTC4VHdK4sKFC6SkpHD69Gk2bdrEW2+9xezZs+nYsSMPPvggkyZNYuvWrZw9e5b09HSWLFnC9u3bLT6+n58f06dPZ+7cuaSlpXHy5EmmTp2KTqdjypQpgFgFlZmZydy5czl9+jQbN260Ssdn4sSJeHp6MmXKFE6cOMHmzZtZtWqVKTwF8Nlnn9G5c2fT9o4dO0hNTeX48eOcO3eO7du3M23aNAYOHEi7du1Qq9V0797d7CFVmXXv3h0/P8cVHigGj4LNyK3BUx+TweMsD8/JbbCyO5TWXES/niduy5xHY8I/suU51sxrgYqyUipKSwAXhrRkyOERDAZyFy+BxipnasZyFy9BMDhWYE7t729qVGqvlyft+GUGLfuWzYdE7+K+zKuyNfG0hFA/0SOTX2p/nzqjYOSPEjEsfE/He+gX1U923Z3GkM5RbRRvkBL638rYlBcaeHoCWoUxNuUFh0sxTJo0ifLychITE5kxYwazZ882adekpqYyadIknnnmGTp16sS4ceM4dOgQba3MQ1u6dCn33HMPDz/8ML179+bMmTN8/fXXJu9L27Zt2bJlC59//jk9e/bk3XffNSVFW0JQUBA7d+7k7Nmz9OnTh2eeeYYFCxaYafAUFRVx+vRp07aPjw9r1qxh0KBBdOnShaeffpqxY8fy1VdfWfXaHIFKsKXe7gakuLiYoKAgioqKCAxU+rBYwrmjV9n+zlEi4gK47/l+Le9gJYe2nyX9y7N0HRjNsIe7tLyDPUjJww3yaWpc2eP/KXvFFEaDaFAVX27kvDXnDmwNTx2TJYcn9/czfPj8U/gGBTP9/Q/tPp41lJcU887jEwF46qPP0Ght72hedjCdC4880uK8ths24Nc/0ebzWELmkKFU5+bS7t+f4POnP9l0DKmJZxOfPFY/1NumJGJryLpSyog3vifAW8uxl5LtOlZOWQ63f3o7GpWGQw8dwkNt23tdUVHB2bNnad++Pd4WVEjllOWQX55PK59WZg1LjUYD2adOUFp4Df/gEGK6dHO4FMPQoUO5+eabWblypUPP879Ec58HS6/fiodHwWaqKmtzeBxBrYfHwSGtFpOHEZOH5Q5vqTVi6TnQpBrKqKWyJSxfc1GFFoC3nz8qtfh1Y6+Xp/qKZTouls6zB00r+/J4HN3E01Ja1eTwlFRUU1lt3+f8QrFYNRfjH2OzsWMLUkhL8vBIqNUaYrv1oMvAIU7TnVJwTxSDR8FmHB7SclbSsguSh010HSt6jwLrGSGBrWX3KhW5qEILQKVW4xMg3nnZm7isDbdMx8XSefagrdHiqbaxUsuRTTytIdDbA21NddY1O//ezpecB6BtoJNlAlS1OTwKljF69Giz0vi6D2tCX9cLSlm6gs04PGnZWQaPC5KHzeg6Viw9X9kDiv+A5MXQf5psnh0Q3fp/nDoOgEqlxmg0OP1O1ycgEF1Rod0eHt++fdBGRVGdm9t4Ho9KhTYyEt++few6jyVoTR4e27R4HNXE01rUahUhfp5cKankamklUUHWiezVRfLwxAXGybU8i6ifw+NK6raJcGfWrl1LeRMJ96GhlrcVuV5QDB4Fm6lyUtJyeamDDR4nJw83iloDwW1FgyewtazGTv0Giie+3835Y0ec3kDRNzCIfEBnpxaPSqMh8oXnyZ79VCNPil6KyBeed4oejyakRnzQRg+PI5p42kqrGoPH3kqt88U1Hp4A53p4NKqmO6YrNE5MTIyrl+BUlJCWgs1IHh5H5/BUlupt6mVjMXG3ikZGc60UA2PEeY7Et+aOSsYGoq5soFgfU6VWUaHdxwocOZKYVSuhnlGjjYwkZtVKAkeOtPsclmBvDo8jmnjaSiuZStNd5eEx5fAI1Y79vlC4blEMHgWb0dcIDzo6pGU0CqZ8IYdgljxcH/mTh5vEr6Z8VidPqwKj0cC3699vds53G97H6KQ7Yu+aHJ4LJ45x8cRRu88bMHQo1AiaRS6YT9sNG+jwzW6nGTtQJ4fHRoOnbhPP+tjaxNNWpNL0q3aUphsFIxdLxNJ6uXJ4LDVeJA+PIAgYBaMs51ZwH+QwYhWDR8FmHB3S8vDUoK1pWeHwsFbXsXBvasNxByQPN4mvvAZP9qkTDTw79SnJv0r2qROynK85Mg/+xH9/+A6ArJ8P8MnfX2DNjCl2eZiq/vgDBAG1ry8hEybg1z/RaW0lJDShot6JId/290xq4umpMf86jgrydkpJuoRUqWWPhyenLIcqYxVatZZoP/vW7VGjcaTT6Syar1apTYrISuLyjYf0OZA+F7ag5PAo2IzeQZ3S6+Lt70HptUoqyvQEhTu2ezQxNU0N1VoYtxoCosUwlrOSe31Fb4FcIa3SwmuyzrMVKazW4Lw1YTVbReCqzom5Ih7t4lzWc0hbo7Zcfc2+3+Go7tGE+p0gp7iSp29PILFdKxLbhzrFsyMhGTz5drSXkPJ32vi3MYWYbEWj0RAcHExeXh4Avr6+Lb7PKr0Kg2CgTFeG0UPx8twICIKATqcjLy+P4ODgBv3HrEExeBRsRm/S4XGcQeDlV2vwOJxr58T/Q9pDj/GOP199ZA5p+Qdb1uvG0nm2YGlYLb5ff6urxqrOixdXzzjn5orURVMT0jLk5yMIgs2Gl66qmpxiMZT0yIB2BPt6yrZGS2nlX6O2bKOHx2A0sPePvQAEeQZhMBrsVliWektJRk9LXNFdQW/UU+1djbfW8YneCs4jODjYql5jjaEYPAo2I+XVeHo57mNU20/LGQbPWfH/kHaOP1djSB4emQyemC7d8A8NazasFdAqjJgu3WQ5X2NYE1aL7dbDqmNXnTsHuNbg0daEtISqKoxlZWjqdLu2hrNXywAI8fVwibEDtQ1E88usz+HZfX43S9OXkqsTpRt+vforyVuSmZc4z+6GodHR0URERJg1sGyK9T+u55e8X5jVe5bDe3cpOA8PDw+7PDsSisGjYDO1VVqO8/D4+DvT4Dkn/h/a3vHnagyZQ1pSA8XGwkkSjm6g6MiwWq2Hp53V+8qF2tcXlY8PQnk5hvx8uw2e9mGOa5zYErY2EN19fjcpe1IQ6ulF5+nySNmTYneXdBDDW5Zc8NSeai5XXeaK/opF7SgU/rdQkpYVbMbRScvg5AaippBWO8efqzHqhrRkKqtN6H8rY1KebzDurAaKjgyruUNIC0BbI9Bma6UWwNkrksFjm8EkB6E25PAYjAaWpi9tYOwAprFl6cucpo0T4i1+jq5VODYvTeH6RPHwKNhMrdKyA0NazlJbBihwk5CWUQ+VxeAdJMthozt0En9QqRj15NME1oSxnKG07KiwmrGigurLYidxz3auNXg0rVqhz862q2O65OG5Kdx1Hh4ph6e0spoKvQFvj5Y/Hxl5GaYwVmMICOTocsjIy6BflPwNhusT6i0anwUVjm3FoXB9onh4FGxCEASTDo8jQ1qu8fC4KKTl4QMeNRc8GcUH87NFXZSQqNZ0u224UxsoSmG15rAlrFZ1QRS3UwcEoAlxXNK1JZg8PHaUpv8uGTwuDGkFemvx0IhJ15aGta7oLGvQauk8ewnxqvHwVCoeHoWGKAaPgk1U642mqIujy9LBCTk85degolD8OcSFHgM/KXFZvjvUghqDJzQmVrZjWkNC/1sZm/IC/qFhZuP2hNVM4ax27VxWki6hCbVPbVkQBH6/UgpAexd6eFQqlSmsZanBE+5rWYNWS+fZS5CX6BU9W3SWQzmHlDYTCmbIYvDo9XouXrzI6dOnKbDDratw/VBX+djD8wbw8EjeHb8I8HTdRae2Uks+D09B9h8AtIppI9sxrSWh/61M/ccHRLSPB6DfXffy+Nsf2JxDpHeT/B0ATUgwALrDhyk7mI5gsO4ie02np7jGW9qulQs/e1ivttw7ojeRvpGommiOoUJFlG8UvSN6y7bGpth9fjf/d+D/ALhYcpHHvn6M5C3J7D6/2+HnVrg+sNngKSkpYfXq1QwZMoTAwEDatWtHly5dCA8PJy4ujqlTp3Lo0CE516rgRkgaPFovDSoHiqM5rSzd1QnLEpLasowhLVd7eCTUag2tatbgExBoc1hNMBgok75btFqrDQw5Kd65k8JP/g1A2b4fuPDII5wZkUTxzp0WH+PsVdG7ExPsY1HejCOxtlJLo9YwL3Feo89JRtBzic/ZrcfTElKlWP3cHalSTDF6FMBGg2f58uW0a9eO1NRUkpKS+Pzzzzly5Ai//fYb+/fvZ+HChVRXVzNy5EhGjRpFZmam3OtWcDFVJg0ex36ROS2k5eqSdAmZxQehNoenlYsNHgDfIDHkoLOxgWjxzp2cGZFE2feiwF3x559bbWDIRfHOnWTPfgpjSYnZeHVuLtmzn7JoTQajwK4TYtJviK8HBqNrm15aG9ICSIpLYvnQ5XiqzfWDIn0jZSlJbwl3qxRTcF9sMngOHTrE3r17SU9PZ/78+SQnJ/OnP/2JDh06kJiYyGOPPUZqaio5OTmMGzeOffv2WX2Of/zjH7Rr1w5vb2/69+9Penp6s/MLCwuZMWMG0dHReHl50bFjR3bs2GHLy1OwAGdo8ECtwVOtN1Jd5cAvLFdXaEnIHNKqKC01GRehLgxpSfgGiUmlthg8koFRnZNjNm6NgSEXgsFA7uIljcsH1IzlLl7SrPcp7fhlBi37lnf3/g7A8UvFDFr2LWnHLztkzZYgGTxXrWwvkRSXRIRvBABP9HiCdcnrSLsnzSnif9ZUiin8b2OTwbNp0ya6dWu5jNTLy4tp06bx2GOPWXX8zZs3k5KSwsKFC8nIyKBnz54kJyc3KS9eVVXF7bffzrlz5/j00085ffo0a9asISYmxqrzKlhOlU4MaRmrjWSfvobRQXemnt4a1DUhM4fm8bhNSEsSH5THwyN5d/xbheHp4yvLMe3BN7DGw1NcZNV+chgYcqL7+XADw6v+mqpzctD9fLjRp9OOX2b6hxlcLqowG88pqmD6hxkuM3rCakrTC6xUW9Yb9VwuE9c8vuN4+kX1c3gYS8LdKsUU3Be3rNJavnw5U6dO5dFHH6Vr1668++67+Pr6sm7dukbnr1u3joKCAj7//HMGDhxIu3btGDJkCD179nTyyv83yPolj90bTgJQUlDJ5yt+4Z8v/ETWL5b1u7EGlUqFl5+o8+Mwg8dogLz/ij9XFIvbrkLmkFaBG4WzAHyDggHrPTz2GhhyU33FsotnY/MMRoFFX55sJACDaWzRlyddEt4K9hU9qicuFbM/K9/iNWSXZGMQDPhofUyeHmfhbpViCu6L1QZPeXk52dnZDcZPnDghy4Kqqqo4fPgwSUm1rlC1Wk1SUhL79+9vdJ9t27YxYMAAZsyYQWRkJN27d2fx4sUYmrnbq6yspLi42Oyh0DJZv+SR9t5xKsuqzcbLCitJe++4Q4wer5rE5cyf8+T3Jp3cBiu6Q1mNSzztOVjZXRx3BTKGtIxGA+d+Fd34Ht7eGN0gh8FWg8ceA8MRaMMtu3g2Ni/9bEEDz05dBOByUQXpZ51b8Zp2/DKvf30aEA2eCWsOWBxiu1Ai6iLFBsQ6XSbAnSrFFNwbqwyeTz/9lISEBO644w569OjBwYMHTc89/PDDsizo6tWrGAwGIiMjzcYjIyPJaeIO7/fff+fTTz/FYDCwY8cO5s+fzxtvvMHLL7/c5HmWLFlCUFCQ6REb6x53wO6M0Siwb3PzCeg/fJIpq0GS9UsexVfKAchIOy+vN+nkNvhkEpRcMh8vviyOu8LokalKK/PgT6yZMYXfDvwAwJn0/ayZMYXMgz/Zu0K7qE1aLkKwon2GPQaGI/Dt2wdtVBQ0dXFXqdBGReHbt0+Dp/JKmjZ2bJknB1KI7ZrO3ItqaYjtfLEoExAX6HyZgLqVYvWNHmdWiim4P1YZPC+//DKHDx/myJEjpKamMmXKFDZu3Ahg1ZeX3BiNRiIiInj//ffp06cP999/Py+++CLvvvtuk/s8//zzFBUVmR4XL1504oqvTy5nFlJW2Hxsv/RaJZczC2U5n+RNMhrMP1uyeJOMBtGb01xgIW2e88NbppCW7Xf3mQd/YtvyxQ3aOZQWXGXb8sUuNXp8A4MBMBqqqdSVWb6fHQaGI1BpNES+8Lzp3PXXAhD5wvOoGml4GRFgWVNLS+fZixwhNsngaRvQVv4FWoBUKVY/nOasSjGF6wOrDB69Xm/yvPTp04e9e/fy3nvv8fe//102N2ZYWBgajYbcXPOs+9zcXKKiohrdJzo6mo4dO5p10+3SpQs5OTlUVTVebeDl5UVgYKDZQ6F5yootS2S0dF5zONybdP4nKL7UzAQBirPFec7EV1TtpaoEqq3/PRqNBr5d/36zc77b8L7LwltaT09T8rQ1YS0zA6PBk80bGI4icORIYlatRFvPG62NjCRm1UoCR45sdL/E9qFEB3k3EYABFRAd5E1i+1B5F9wEcoTYLhSLIS1XeHgkkuKS+PqerxnfcTwA/aP6O61STOH6wCqDJyIigqNHj5q2Q0ND2bVrF6dOnTIbtwdPT0/69OnDN998YxozGo188803DBgwoNF9Bg4cyJkzZzAajaax3377jejoaDw9PRvdR8F6/AK9ZJ3XHA73JpU2XcZq0zy58A4GdU0zVhsSl7NPnWi2USdASf5Vsk/Jk3NnC7Zq8QSOHEnr119vMN6SgeFIAkeOpMM3u/G95RYAgh94gA7f7G52LRq1ioVjujb6nGQELRzTFY0DBT3rIkeITcrhaRvoGg+PhEat4eaIm8UNFUoYS8EMqwyef/3rX0REmLsMPT092bRpE99//71si0pJSWHNmjVs2LCBU6dOMX36dMrKynj00UcBmDRpEs8/X3u3N336dAoKCpg9eza//fYb27dvZ/HixcyYMUO2NSlAdEIwfsHNGzP+IV5EJwTbfS6He5P8I1ueY808uVCp6pSmW5/HU1poWdNES+c5ApMWj5Wl6QBeN4nCkCo/P1q//hptN2xo0cBwNCqNBu9OYkd6ta+vRV6mUd2jWf1Qb7T1jJqoIG9WP9SbUd2jHbLWxrA3xFZlqDKVpLvSwyPRykf8+8kvl0+8U+HGQGvN5DZtGhcuq6iowMPDg6+++srMywIwduxYqxd1//33c+XKFRYsWEBOTg4333wzaWlppnDahQsXUKtrbbXY2Fi+/vprnn76aXr06EFMTAyzZ8/mueees/rcCk2jVqsYfH8Cae8db3LOoPEJJt0ce3C4NynuVghsLSYoN5q9oBKfj7Ot15Nd+LYSPUs2VGr5B1vWOdzSeY7ApMVTWGj1vpVnsgDw7tyZoDvvlHNZdqEJEy+yhnzL37MRXSJrPTp3dqVzdCCJ7UOd5tmRkEJsOUUVTf0lENVMiO2Pkj8wCkZ8tb608m7l0LVagrSG+m0mFBSsMngaIy0tjYcffpj8/IbWtEqlarY0vDlmzpzJzJkzG31uz549DcYGDBjAgQMHbDqXguXE94pg1F+7szv1JNVVtcatf4gXg8YnEN9LHg0OyZvUXFjLLm+SWgOjlsEnjVUX1lxwRi0V5zkbU2m69V/YMV264R8a1mxYK6BVGDFdWhYOdRSmkFZxodX7Vp45A4BXhw5yLslutGFidVj1Vcu9Cufzy9AbBfw8NTxyaztZbhRsQQqxTf8wAxXm5n9LITaD0WDqUxXmE4ZRMKJRuTaMJHl4rlVco9pYjVZt92VO4QbBbuHBv/3tb4wfP57Lly9jNBrNHrYaOwruTXyvCNp2E79UOt0Sxbine/HwK7fKZuxArTepOez2JnUdC93vbTge2BrG/1N83hVIBk/mbji7z6pKMbVaw/DJTzQ7Z9gjT9jcuFMO7GkvUZlVY/DEx8u5JLvR1nh4qq9a7uE5nSM2DU2IDHCZsSMhhdiigszDVs2F2Haf303ylmTeOvIWIObxuEN38hCvENQqNQIChZWFLl2Lgntht8GTm5tLSkpKA90chRsbqVQ8Oj6ImE4hDvnClrxJvoHmief+IV6M+mt3eQysKvGiQ7+pcM8H8MhX8NQx1xk7J7dB5i7x56ObYMOdVgshJvS/lZF/ndVgPKBVGGNTXiChvwvCdHWoq8VjLVWZNQZPgrt5eEQ5gepGPN1NcTpXbDraKTLAIWuyllHdo/nhueHc3VtsyZPUJYIfnhvepLGTsielQQ8rd+hOrlFrCPYKBpQ8HgVz7Pb13XvvvezZs4d4N7vjUnAshmoxnKX1cGx3kvheEbTpHMrap8Xu2HfM6EHbbq3kMbAEAf74Wfy5x3iITbT/mPYgCSHWz6SQhBCt8DoFtBIvwP6twrjtwUfxDw4hpks3l3p2JCQtHmtDWsbKSqpq9LLcLaSlaVWTw1NQgGAwWJS4/FuOaPB0jHIPgwfE8FavtiFszchGrVI1GcZqrju5ChXL0pcxLHaYy6qkWvm0oqCiQDF4FMyw2+B5++23ue+++9i3bx9/+tOf8PDwMHt+1qyGd5oK1z8GvWjwqLWOb8fm5aNF66GmWm8kJMpPPm9S4XkxMVjtAVE95DmmrbQohKgShRA732FRXtGV82L399Ydu9Bl4BBZl2ovfja2l6g6exaMRtRBQWhqPCrugjY0VKywMxoxXLtm8vg0x29u5uGRCK9pIHq1tPH8OWu6k/eL6ueQNbZEK+9WZJJJfoVi8CjUYrfBs2nTJnbu3Im3tzd79uwxEyBUqVSKwXODInl4NE4weAC8AzwoLaikvLSKoHAfeQ6aXdNoMqo7eDhH1bZJrBFCbD+4xcPlnfsdgIi49jItUD58bAxpVWbWJiw7u19TS6i0WjQhIRgKCqi+erVFg6dCb+Bcvqg03THK3xlLtJjwANHgudKEwXM9dCdXStMVGsNug+fFF19k0aJFzJs3z6xUXOHGxlkhLQkff0/R4CmRqWO60QAnavJiAlqL264M98gshCh5eMLd0ODxq0lartSVUa3Xo63nFW4MwWCgdK8Y1lQHBFgcNnIm2rCwGoOn5YvsmbxSjAKE+HqYPCruQoRk8JRUIghCA+PyeuhOLpWmKx4ehbrYfbWqqqri/vvvV4yd/zGkkJazPDw+AWLicnlJ461CrOLkNjER+NTn4vbp7a7tkA6yCiFWV1VRcOkPwD0NHi8/P9Q1xoolYa3inTs5MyKJ4i+/BKBszx5xe+dORy7TamortZr3bBiMAjuOiUJ9UYHeyNhrVxbCagywCr2R0srqBs9fD93JFQ+PQmPYfbV65JFH2Lx5sxxrUbiOMIW0nOXhCRC9ABWldnp4pMTg+uEjV3ZIh1ohxOY6LAXGWCSEmP/HBQSjEW//APxDXS8EVx+VSmUSHyxvQW25eOdOsmc/RXVOjtl4dW4u2bOfciujR8orMjRTqZV2/DKDln3LO3tEAcVTOSUMWvZti93InYmPp4YAL9H5f6WkYVirbnfy+rhLd3LFw6PQGHaHtAwGA6+++ipff/01PXr0aJC0vHz5cntPoeCGON3D4y9+ruzy8MicGCwrJiHESeI6GpN/s1AIsW44y91yXSR8g0IovVbQrIdHMBjIXbxErKZr8KQAKhW5i5cQMGKEW4S3tDWVcdVXGtfiSTt+mekfZjT49OUUVTD9wwynt5RojrAAL0oqq7lSUslN4Q1zjKTu5HO+n4NBqNWJivSN5LnE51zesFPx8Cg0ht0Gz7Fjx+jVqxcAx4+btxxw1y9bBfsxVItf204Padnj4ZE5MVh2uo4VS8/TnjNfZ2Br0dixoCTdaDTwe8YhAHwCAjAaDW5Ril4fSYunrBmDR/fz4QaeHTMEgeqcHHQ/H8avv4slBWhei8dgFFj05cnmTG0WfXmS27tGOb21RGOE+3tx9mpZk4nLAP2j+5uMnQW3LKBdUDt6R/R2i4adiodHoTHsNni+++47OdahcJ1RbQppOefL2dvk4bHD4HHXDul16TpW9DC93Q8KsmD4Ahj0lEWencyDP/Ht+vdNbSV+O/Ajl36bwvDJT7hcbLA+PgGBAJz7NYOg8IhGNYKqr1hW5WPpPEfTXA5P+tkCLhc13W1cAC4XVZB+toAB8a4PQ0qVWlcbCWlJnMo/BUBrv9bc1+k+p6zLUuq2lzAKRtQqJcdUwY4cngUL/n97Zx4fRX3//+fsbu773IQA4TByKsgpKHIYAbVSra3WemC1XlVbS/Wn8q2itiJYi/awavHCWuutRYtAQWhREJBL7iOEK+Qk953dnd8fk9lkkz1mN3vMhs/z8eDBZnZ29rOTzc5r38fr/Tjbtm3z51oEYYTNntIKzrc5vxQt63VCelcMRkhrN9aLS9csdpYvWdhthlZ9ZQXLlyzk8OaNgVipTxzevJEj324G4ODG//H+U/NZeu/t3dZoytDW5aN1v0Bjr+Fx0qVVVuda7PiyX6Dx1JoOsO/MPgBGpIduLpsrUqKVTkCrbBXjJQR2fBY8p06d4vLLL6dv377cc889fPHFF7S2+qGDRqB7bDYZW3trSbAiPGrRclN9D95jfiwMDjjx7RfxhjKPu9psVr58829u91m37G/YvJjJFShUYdbW3OSw3Zkwix03FlNWlmLo5wxJwpSVRey4sYFcsmbsKS0n87QyE7T5PGndL9BkdGpNd8XeM3sBGJ42PChr8oYIQ4QYLyHohs+C5/XXX6ekpIR//vOfJCQk8MADD5Cens61117LW2+9RWWl95OeBeGB2qEFwSxaViI8zT1JaamFwU4J8YT0rsS1zwmr95yuKdq/1+10dIC6MxUU7d/rj5X5jLfCTDIaMc9/FKdF5u0iyDz/UV0ULEOH4LFWVyO3Ob5PJwxMJTsp2p3UJjspmgkDUwO7SI2o3kDuBI8a4dGj4AFRxyPoTo+uVgaDgSlTpvDss89y8OBBNm/ezMSJE3nllVfo06cPl1xyCc899xxFRUX+Wq9AB6gdWhD8tnRLm422lh5EKtTC4K45/VBPSO9KfLvg0RDhqa+u0nRIrfsFCl+EWeLMmWTcf3+3/UxmMzl/fIHEmTP9vk5fMSYng8GgFFNXOp5ro0FiwVXOhYEqghZcNVwXBcvgPqVltVlZf3I9J+pOADAkeUgwl6YZ0akl6EqPi5Y7M2zYMIYNG8b/+3//j/LycpYvX87y5YqvyYMPPujPpxKEEHuERyIgU9KdERFlxGgyYLXYaKprJSKqB+Mlhn4P+2Xm8t9D5jAljaWHyI6KKnjqPQue+OQUbYfUuF+g8FWYSVFKmidm7BhSbvgJpowMYseN1U1kR0UyGjGmpWItr8B6poIIc6bD/bNHZvPcj0bx6w92OWzPSopmwVXDddOSDh3mg10jPGuOr2HRlkUOs7Su//f1PDLhkZC3onclNVqJlgnBI1DxWfAUFhYycKBrF9eMjAxuv/12br/9dl+fQqBTOnvwBMt6QJIkYhIiqK9qoam+jcT0HgiepkpQvUPG/RSMnkcbBJ047YInZ9gI4lPT3UZPEtLSyRkW2uJSX4VZ0+7dyvap00j63pV+X5c/MaWlYy2vcNqaDoq4AWV8w/9dOYzMBCWNpZfIjoq9S6u+FZtNxmCQWHN8DfPWz+s2Jb2ssYx56+exZNoSXYkee4RHpLQE7ficjxg8eDADBw7ktttu4+9//zunTp3y57oEOibYc7RUov1hPghQ1+7tEpumT7EDXqW0DAYjM2690+0+0+feGXI/HlWYucOZMGv+7jsAYs4/L2Br8xf2wmUX5oPfnVKcpccPTOX7o3OYNDhNd2IHIK29Zs5qk6luasNqs7Joy6JuYgewb1u8ZTFWHRTGq9hreESER9COz1esL7/8krlz53L06FHuvPNOcnNzycvL46677uLdd9+ltDSEXiaCgKKaDhqCVLCsEmtvTe/heAnVZyc+q4crCiBx7V1azTVgcV04qpI3cTKTfviTbtsT0tKZM2++Lnx4fBFmlooK2k6fBkkieuTIQC+xx5jS2r14zjgXPLuLqgE4LycpWEvyiQijgdQ45e+tvK6F7WXbHdJYXZGRKWksYXvZ9mAt0SMiwiPois8prWnTpjFt2jQAmpub2bhxI+vXr2f9+vUsW7aMtrY2hg4dyt69oe0MEfifjpRWcL+ZRvujNR06BE9CiP123BGTAoYIsLUpaa3kfh4fEhmtpEtyho5g1MwriE9OcWroF0ryJk5mzrz5DgaJoAiz6XMdDRJlq5Wqjz4CwJSdjSGmB2nMIGFMU+pGGrdspeH8Ud1qjdQIz/k6FzygdGpVNrRSXtdCrVGbuWN5oz5MIAFSopTU6NHqo2wt2aobF2hB6PDLV/To6GhmzJjBb37zG5588kl+8YtfEB8fz4EDB/xxeIHO6EhpBffDwy+t6dCR0gq1waA7JMmrtBZA2bGjAAw4/wKGXTSVfiPO15XYUcmbOJk7XnyN7HOHAjD2yqv52V9ecxA76oT0iudfAMBy+rQuJ6R3pnb1aqo/+BCAhg0bODF3rsOaqxpaOVWl+A+NCAfBY+/UaiYjVpu5o9b9As2a42t4YtMTAJxuOM1tq25j1kezWHN8TWgXJggpPRI8ra2t/O9//+PJJ59k+vTpJCcnc/fdd1NVVcVf/vIXCgsL/bVOgY6wT0oPcoTHL+aD0CmlpWPBAx1pLQ1ePNAheDIHDg7UivyGwWAko98AACJjYhyEWThNSFdR12yrq3PYrq65etVq3v/2JABZidHER/m1QTYgdDYfHJM5BnOs2T4NvSsSElmxWYzJHBPMJTpFLa6ubHb0glOLq4XoOXvxWfDMmDGDlJQUfv7zn1NWVsZdd91FQUEBBw8eZOnSpdx8883079/fn2sV6IRgT0pXUSM8PRogCp1SWjqu4QGvIjxtLc1UFimNA5kDBgVyVX4jLkVJ/zRUdbShe5yQDpQufAbZqp/iWE9rlmWZPY8uYPEKxaivpLaZixd/yco9xUFeqXd0FjxGg5FHJjzidD9VBD084eGQp4zCsbhaEDx8vmJt2LCBtLQ0ZsyYwaWXXspll11GdrZ+fCQEgcMe4Qlyl5Y9wtPjlJYa4cl0v1+osbeme24AqDhxHFm2EZuUbBcSeie+fZ31VR1Fpd5MSNcLntYsAWmN1YyoOGrfVlLTzD1vb9e16EmNU/7edpyoYlPBGab3u5Ql05Z0G8RpjjXrpiU9HIurBcHD57hqdXU1GzZsYP369SxevJgbbriBc889l6lTpzJt2jSmTp1Khk6G+gn8S0dKK9iCxw8DRAHq1RqeMInweEhp2WxWDmz8HwAJ6RnIsg1J0l/tTlfsEZ5ORoPhNiEdtK8ltaUj3SWjCKEnP9vHZcOzdNeavnJPMS+tVwTat8eruWHpN2QnRfPQ5f2wycrf/4JJC8hNzNVVMbDWomk9FVcLgofPgicuLo7Zs2cze/ZsAOrq6vjqq69Yt24dzz77LDfeeCN5eXns2bPHb4sVOGK1Wdletp3yxnIyYjOC9sFjCVFKy+7D0+OUVnuKqBektA5v3ujQ8VRacJil997OjFvv1EUrujvi7SmtjlqLcJuQDtrXUhmV4PCzDBTXNLOlsJJJg9MCsDLfWLmnmHve3t4tKVRS08z/++wLYvpDv4R+/PDcH4Zkfe4It+JqQXDxW+VcXFwcqamppKamkpKSgslkYv/+/f46vKALzizezbHmoFi820KW0lIiPJYWK5ZWK6ZIH8RdSz201iu3dZ/Scl+0rE4e74o6eVwv/juu6IjwVGOzWTEYjPYJ6ZbSUuc1MZKEyWzWzYR0wOOabUBFTDJ7053XVpXVNQd4hdqx2mSe/Gyfs3GtyIAhWpmLOCxVnwND1eLqssYyp3U8EhLmWLMuiqsFwcfnK5bNZmPLli08++yzXH755SQnJzN58mT++te/kpWVxYsvvsjRo0c9H0jgNWoXQtdcdbC6EFTjwWBHeCKjjRiMSujf5yiPWg8TEQddvnHrjnjXNTzeTh7XI7FJSUiSAVm20VRbC3SakO5C7IC+JqRD56nu2NeoYkNJXb1y3vexdR1Y205mQnRgF+gFWworKa5xLcBUwZMguR4rFEo6F1d37SjTU3G1IDT4fMVKTk5m0qRJ/PGPfyQtLY3nn3+eQ4cOceLECZYtW8att95Kbm6uP9cqQB9dCJY25djBbkuXJImYno6XCAfTQZU41yktXyaP6w2DwUhskuJHU1/ZUbicOHMm8bO6T0HX44R0lcSZM8n54wuYzI7vq6rYZJ6eMJeNfbqPxZCA7CRllpZe8BRtMkYrnYCJhgFBWI1v5Ofms2TaEjJjHSO4eiquFoQGn1Nav//975k+fTrnnnuuP9cj8IA3XQjjs8YHZA32CE+QjQdBcVtuqGnlyPYy2pqtZOclezexPRxMB1XUCI86XsIUZb/L18njeiMuJZWG6iqHwmUAy2mleyn1Zz8jeuhQ3U5I70zizJkkXHopRfN+Td2qVSTMmsXx2x5k4z93ddtXfccuuGq4rgqWXUebbBjj92OIVH5P52UMDd6ifCA/N5/p/aaz9LulvLjrRQYlDuLj738sIjtnOT5FeE6cOMFdd92lWewUFRX58jQCJ+ihCyFUxoMFO8qoLmkEYMeqE3z6/A7emr+Rgh3anIiB8DEdhI7xEgANjr9PXyeP642uremy1Urt2rU0t09IT/nJDSR970riJk7QtdhRkYxGYkaPbr9tYPaovtw9tbsRZFZSNC/dNIbZI/Vl5TFhYCrZSdEOySBTwh7izllMbL+/27ct3n2X7g38jAYjF+VcBECDpUGIHYFvgmf8+PHcddddbN261eU+NTU1LF26lJEjR/JR+zwcQc/RQxdCKIwHC3aUsfKVPfbokkpDdQsrX9mjXfSoER69d2iBUg9iL1x2fH2+Th7XG53NB9VxEkX33me///hPbtSls7I7IsxKZK6tVPmdWdvrkWYMzeCPPx7NP++4kK8enqE7sQNgNEgsuEopSJZQxE50zttIphqH/cLFtVhNa1U0Vdjb6QVnLz5dsfbt20dcXByXXXYZWVlZXHnlldxxxx3cf//93HTTTYwZM4bMzExef/11nn32WX7xi1/4e91nLXqweA+28aDNJrPhvcNu9/nq/cPYbM56S7qgCge9d2ipxDsXPL5MHtcjccmK4Kna/V3YjZNwhVrHYylVoombjyrRq6tG9eH7o3OYNDhNV2msrswemc1LN43BnBRJlPkzoFstdti4FqfFpGGQDFhla7dRE4KzD5+uWGlpaSxZsoTi4mL+8pe/kJeXR0VFBYcPKxelG2+8kW3btrFp0yauuOIKvy74bEcPXQjBNh4sPlxNQ3WL233qq1ooPlzt+WDhYjqoohYuH1wBhRug08Ulb+JkJl93Y7eHJKSl674lXSU+RUm5Ve3cEVbjJNxhFzxlZXy5v5TvipToyNhc/RQne2L2yGxemJuEIaKmm9hRCQfXYpPBRFq04nHkrvZRcHbQIx+emJgYfvjDH/LDH+rPgKo3o3YhOPPheXjCwwHvQgh2Squh1r3Y8Wq/ujDq0tq3HI5/rdzevkz5l9gHZi+G4XMAMJqUGp+cYSMYddkVxCenkDNshO4jOypxKcrFqMlmcb1Tp3EScRMnBGllvmPKVESq3NrKL5f+FzkyDoDrX9nEgquG6zKV5YzKZvddgCp6dy3OiM2gvKlcWad+/B0FISC4RioCv5Gfm8+qa1cxOEkpiBxnHsfKa1cGpeVSjfCYgpTSikuM8ryT1v3CpWh533J4/xZoa3TcXlusbN+3HIDiwwcBGDx2IsMumkq/EeeHjdiBjqLqFpPn7156GifhjtWHzlDTLnLSmjpqX8JhflZn9FAv6A/UOp6yRi+aGwS9EiF4whijwUikUXEfjo+MD1oXQrCNB7PzkolLdi9m4lOiyM5Ldn+gtmZobP/WWnnMIT2kK2xWWPkwuPS7BVY+gmy1UHz4AADZeUOCtjx/EpeqpHlaIoxOX21n9DROwhWqU3FFtOIvlN7cIXjU1/fkZ/uwaqk3CzFjMseQHp3pNNMIwakX9AfmWOXLjUhpCYTgCXOarYpRWJu1h/OlvMAaZONBg0FiyvV5bve5+Lo89348+5bDH8/v+Pn9m+CFkfZIia44vhFqT7vZQYbaIuq+W0VDdRUGoxHzwO6tz+FAXFIKSBKyJNFqciHYJQlTVpauxkm4QnUqPhOTCEBaU63D/Z3nZ+kdo8HIwxMeBrqXV4WTa3FGjCKU9Z56EwQeIXjCnBaLUrfSauvhBHEvCIXx4OALMpl918hukZ74lChm3zWSwRe46bpS00NdRzR0SQ/pBiejJLpik2H31xsBSMo0Y4yICPSqAoLBaCQ2UYmGtDgTPDodJ+EK1an4THuEJ625xu1+emf2wJlE1F7erXA5nFyLRUpLoOK34aGC0BCSCE+IjAcHX5DJwFEZvPbgBlobLUy7aQjDJvdxH9nxmB6SYOUjMPRK0Ms3VQ/1RYdr0/iydDD1BxQH36ri02EzId0ZcckpNNZU02bOgOOOJqUmsxnz/Ed1OU7CGapTcUVMe0qrybng0dP8LE/ER0M1cE7CaO4YfQMZsRmMyRyj+8iOikhpCVR6HOFZt26dy/teeeWVnh5e4IEWa/AjPJYQGA+qGAwSCanKxSI+OdrzWAmN6SGOb/TfIntK7mSlG8uJ19Lh2jSWFw2j3hLpsF2dkH54s45ehwZqV6+GQ4qdxWlrC2fiopESE0mZewv9ly3jnLVrwkbsQIdTcaWLCI8e52e5wmqzsrVkK01RisFsXuxUrhh0BeOzxoeN2IGOouryJpHSOtvp8RVr9uzZPPTQQ7S1dUQYKioquOqqq3jkkUd6eniBB+wpLWvwBI8tyMaDXYlLUi72jVra0DWkh7zaLxgYjErrOdBZ9Nhk+LJ0cLftndH7hPTO1K5ezbbH5lPZLpxPpiWx+Zwc1uaksP/Tj7DWVIdFGqszqlPxmejuNTx6nZ/ljDXH1zDro1nctuo2WlAK/deXv6V7Z2VnqCmtmpYami3hkUoUBAa/RHg++eQTxo8fz759+/j3v//NyJEjqa2tZefOnX5YosAVFpsFi6z4l7TZQpHSCo3giU1S6ngaajSIPK3t53prUx8+B657CxI7PFuKGpOot0ThSuyA/iekq8hWKzv+8Czbc81Yu1z8myOMbM81s+MPz4aN2WBnZo/MZuh5gwDHLi29zs/qyprja5i3fl63FFCTrSosxkl0JTEykWijEhUWUZ6zmx5fsSZPnszOnTsZOXIkY8aM4ZprruFXv/oV69evJzc31x9rFLhATWdBcCM8oUxpAcQmtkd4tAgeN+khBQkSc5T99MbwOfDAHuijdCfVD7xK08P0PiEdoH7LVvbEtpcQdq2Ibf95T6yR+i2u5/XpEatNZlPBGTbXKpGppNYG/nTtcF3Pz+qM1WZl0ZZF9tERztD7OImuSJJkT2uJwuWzG79csQ4dOsS3335L3759MZlMHDx4kMbGRs8PFPSIzuHZYAqeYM/S6opXKS2H9FBX2i+0sxfpp2C5KwYjZI0EIDYxQdND9D4hHeDU3u9ojjR1FzsqkkRzZASn9n4X3IX1gJV7irl48ZfcsPQbDjUbaTUogi62tkr387NUtpdtd1vcGw7jJJwhOrUE4AfBs2jRIiZNmsRll13Gnj172LJlCzt27OD8889n06ZN/lijwAUOEZ5QtKWHLMKjpLQ0RXigIz0UEeu4PbGPsr19TINuSezD4do0vlizz+Ou4TAhHaAlQluDqNb9Qs3KPcXc8/Z2imvav4RIkr2O5/l3N4aNu7JWr5pw87TJjBGCR+AHwfPHP/6RTz/9lD//+c9ER0czcuRItmzZwg9+8AOmTZvmhyUKXKG2pEOwjQdDXcOjRHgaarTN2AIUUTOkfZDt+dfD3M/hgd36FzvA4WIry4uG0dBk87hvOExIB0gdo82dV+t+oUR1V+6aBDoT09GpFS7uyr1lnERXRIRHAH4QPLt37+byyy932BYREcHvf/97Vq9e3dPDC9ygdmhB8CI8NpuMbFONB0MTou9IabUiu/K9d4aaAux/IQycot80VidsNitffrnb437xYTQhHaDviPOIi4t3PiEdQJaJi4un74jzgrswH1Ddlbuimg+mNtWGjbvymMwxmGPNdidlZ4TDOImuCMEjAD8InvT0dJf3TZ06taeHF7ihc0rLJtuCUkio1u9A6FNallYbbc1evGZ1EGfX1JaOKdq/l/raetx1ZgHMvueBsBE7AAaDkUvv+oVSw9NV9MgySBKX3vWLsIhWuXJNrohSaq5Glx/mvPIjlNU0BHNZPmE0GHlkwiNOi5bVX1M4jJPoSnqMcp06UHmArSVbw6roWuA/epwgf+qpp9ze//jjj/f0KQQu6JzSAiXKE2OICehzquksCF3RckSUkYhoI23NVhpqWoiM0fg2bmtqP0Bgz5E/0dpx1Vjr3NFXz+RNnMyFhlh2NtcqBcztJKRnMH1u+LhGO3NNnnx6N7NOKB1mE0v3M7F0P7aDH1H7+G90b6SYn5vPlQOv5N+F/3bYLluS+NHAe8NinERn1hxfw6ItiwA4VnuM21bdhjnWzCMTHgm71yLoGT0WPJ988onDz21tbRQWFmIymRg8eLAQPAGka2dWq7WVGFOABY8a4ZHw7HIcQOKSoqhubqSxtpWUrDhtDwrDCI/Wjqtw6MzqjGy1Ur/+v6Tu3MN0WWbPj77HyUP7GTl9JpfdeW9YRHZUxuamkBoXSWWD8vc4+fRufrNlWbf9DGcqKPrlA/DHF3Qreqw2K9vLtrOrXBlbctOwmzgv/Tw++baO/+yPJWnAkBCv0DtUT6GuEauyxjLmrZ8XNvPABP6hx4Jnx44d3bbV1tZy6623cs011/T08AI3dHUNDYb5oBrhMZkMSK5aioNAbGIk1aWN2ju1ICwjPDnDRhCfmk59ZTmu0lrh0pmlUrt6NaULn8FSUgIorypm+y6Ij8RoMoaV2Fm5p5gnP9tnFzsG2cbd330KOPlttafqShc+Q8Kll+rORVqNhHRuS191bBVjzWMZnnIB/+EwmwvPsKngDBMGpuq+zd6dp5CMjITE4i2Lmd5vetil6AS+EZCcRGJiIk8++SSPPfZYIA4vaKdzDQ8Ex4sn1B48Kj51aoWh4DEYjMy49c72n5wX+IZLZxYoYqfolw/YxY5KVLWSkqvcvz+gz68aA/5rZxGbCs70qHOqWys6MKLiKBnNNa4rrmQZS0kJjd9u8/l5A4Erd+WKpgp+tf5XvLFzOQCbCiq5Yek3XLz4S9232vdWTyGB7wTM5KKmpoaamvCrKwgnutXwBFHwGEJUsKxid1uu9SbCE34pLVBqXS6fkMQXW2odtiekpYdVrYtstVK68BmnnVnRLUp0svrYUWSrNSDRDzUa01mgZCdFs+Cq4V47ILtqRU9tqdP0eEu5dh8bNc1U3lgekEnlniIhsgy2lE/hzBDU78glNc3c8/Z2XY/K6K2eQgLf6bHg+dOf/uTwsyzLFBcX8/e//71bu7rAv3RuS4fgtKZb25QPRVOIBU9ckpfmgxCWER6VtD59gFoiIwzk3/Nr4pNTyBk2ImwiOwCN327rFtlRiWlTZsI1StCw9VviL5zo1+dWozFdL+m+XrhdtaJXRmlzwzZlaPOxcZZm8nfBradIiCSBFFGDMbYQa6MyvFZGSdk9+dk+Lhuepcv0Vm/1FBL4To8Fz/PPP+/ws8FgICMjg7lz5/Loo4/29PACN3SN8ATDfNBqUdo5wy6lJcthG+EBqGpV1pyeaGDYReFp9+AuqhHTqggeq9FA4+ki4v34vK6iMeD7hdtVK/re9EGURyeR1lzjvF5AkjCZzcSOG+vxOYJVcKs1wiGZHKNXMtj9hSYNTuvxOvyN6ilU1ljmNHolIWGONYedp5DAd3p81SosLHT4V1BQwDfffMPChQtJSND2bccZL774IgMGDCA6OpqJEyeyZcsWTY979913kSSJq6++2ufnDhe61fAEMcJjNIX2G53XKa3OBd5hGOGpalTOd0qUFzVLOsNdVMMoy0S2i+nmyAi/Pq+raIxK5wu3VtLjo5xut0kGXj7/aiSgmy92e5G/ef6jHlN2ntJM4L8hnlojHLLF+ee5K/EXalRPIaCbkaL6czh6Cgl8J7Rf013w3nvvMW/ePBYsWMD27dsZNWoUs2bNoqzMvUvmsWPHePDBB5kyZUqQVhpauqW0glm0HG4pLTWdBRDg1v1AUFWnRO9SjLUe9tQvsePGYsrKcnl/dHuUp83s3xSD1guy1v1W7inm1+/vdHn/xj7n8fSEuVTHJjtsN5nN5GhsSQ9mwe2o9FGkRLm2NZBlsLUlYW0c6PR+Zz5EeiE/N58l05bYnZZVzLFm0ZJ+FuJTSmvevHma912yZInXx1+yZAl33HEHP/3pTwF4+eWX+fe//83rr7/OI4884vQxVquVG2+8kSeffJINGzZQXV3t9fOGG91SWkFoS7e06atLq7mhDavF5lmAqeksYyQYw2MgZWeqzihCJ5UysNnAoMvvKm6RjEbM8x+l6Be/dHKnREybhVqiqKs849fn1XpB1rKfq1qgzkgooufmX99E3tr3OfO3pUQNG8bADz/QXIwdrIJbtUaoqsWFwWX7C20pvYqu348lICspmgkDU3u0hkCTn5vP9H7TWV6wnMc3Pk6sKZaV164UkZ2zEJ8++Z157zjDF5+W1tZWtm3b5lD/YzAYyM/Pdzt9/amnniIzM5Pbb7+dDRs2eHyelpYWWlo6IiS1teH3zTmkbekhjvBEx0ZgMEjYbDKNta0kpHq4WIVxwbIsy1S1RzdTTPXQUA4J5hCvyntkqxVDUhKG+Hhs9fUO95nMZtInTaZ03y5qz/i3a2bCwFSyk6IpqWl2KlS0Xrjd1QJ1JqtT51dj2yWc+dtSbHV1XnWeBaPg1lWNUGeSIzMoLpyFtW6kw3b1k33BVcN1WbDcFaPByKwBs3h84+M0WhpptDSSEOl7yYUgPPFJ8Kxbt46jR48yYMAADH7+pllRUYHVasVsdvxAN5vNHDhwwOljvvrqK1577TV27typ+XmeeeYZnnzyyZ4sNeR0NR4MSg2PTnx4JINETGIEDdWtHNhUTJ9zksnOS3bt/hzGBctNtTW0NDYCMsmRTVB3WteCR7ZalY6s8nKMaWmATP36/1K7fDnWqo5IgiE5maTvzyFhxqXEjhtLzYp/wb5d1Jb7d8Cj0SCx4Krh3PN29/SPNxduT7VAKs/9cBQX5SmzmyL69gWgrbgY2WJBMmn7yA10wa27GiGVlKgU1vxwJV8eONOtnT/Lx3b+UBIbEUtKVApVLVWcrj/NkNTwco0W9Byfr1p5eXlUVFTYf77++uspLXWdcw4UdXV13HzzzSxdutTtINOuPProo3avoJqaGk6ePBnAVQaGrhGeoHRptekjwlOwo4ym9rqWLZ8V8unzO3hr/kYKdri4WIZxhKeyuAiAxGgZk0GG3R9C4QbQ4QDE2tWrOXJpPifmzuX0gw9y8qc/5eRPb6Nq2TIHsQNgq6mh6q2/Y62pRjIaScxQ6izqKvzvizJ7ZDYv3TSGpBjHguispGjNLelaa3wqGjr+Lk2ZmUgREWC10lai/fOxc8GtKx4a/xDby7az4ugKrwdibi3Z6rZGCKCqpYpdFbuYPTKbrx6ewcOzFIHQPzWWrx6eEVZiR6VPfB8AiuqLQrwSQSjw+aoldzEPW7FiBQ0NPZ8GnJ6ejtFo7CaeSktLyXJS8FhQUMCxY8e46qqrMJlMmEwm3nrrLZYvX47JZKKgoMDp80RFRZGYmOjwL9wIpfFgKAVPwY4yVr6yB5vV8T3YUN3Cylf2OBc9YRzhqWoXPClqW/Cmv8Cy78ELI2Hf8hCuzBFXLsouaf8MKV34DLLVSkK6kp7xd0pLZfbIbO6dPtj+87Rz0726cLvqzOpK51ogyWAgoo9ykW07dcqL1Sq1J09f/HS37alRqdw64lae3fost626jYc3PMxtq25j1kezWHN8jcfjrjm+hl//99ea1qDWCBkNEpeNUKKKVQ2thEEWyymq4DldfzrEKxGEAt1VPkZGRjJ27FjWrl1r32az2Vi7di2TJk3qtv/QoUPZvXs3O3futP+bM2cO06dPZ+fOnfTr1y+Yyw8qITEeDHFKy2aT2fDeYbf7fPX+YWxdRwaEcYSn6rv/ApAS0eULRW0xvH+LLkSPOxdl9w/sGLWQmK5EeBoqK7FaLAFYJTS1djSLt1plexrL08gJT51ZoKTHsp3UAtnTWkXeCR6ArDjlS15qdCqjMkYBMC5rHG/ufbNbhEb153EnetS6ndpWbTWLnWuE+qYoXxbqWizUNAU+mhwIcuJzABHhOVvxuV1FkqRuRcn+GiY5b9485s6dy7hx45gwYQIvvPACDQ0N9q6tW265hZycHJ555hmio6MZOdKxoC45ORmg2/behprSiouIo6GtITgRnhCntIoPV9NQ7d6Lpr6qheLD1eQM6dRqG6aCx2Zppei7b4AYQMYm0+nbdbtt3spHYOiVEMKuE3cuylqwlJeTOH4cRpMJq8VCQ1WlPcXlT+pbOi7UJ6uUqJ+nkRNaO7PAeS2QKnhavYzwAByoVOoWR2eM5qKci9hVvov1J9f7NBBTS91Ox+vpXiMUHWEkMyGKsroWTlQ2khwb6fXrCTWq4BERnrMTnwWPLMvceuutREUpYd7m5mbuvvtu4uLiHPb7+OOPvT729ddfT3l5OY8//jglJSWMHj2alStX2guZT5w44fdi6XBEFTwJkQk0tDUEZ1q6JbTGgw212oz3uu0Xhimtw5s38uVrf6a+XhFpO6tyOFKXzgxzAXmJauu2DLVFcHwjDAyd/5Q3s6GcYcrIQDIYSEjLoLq0mNqKsgAJno46l9PVzfz7u9Pc984OlyMnXvzJBfz23/u96szqSkRf5SLbdsr7qML+M8ow1aFpQxlnHge4j+R29ucZnzXe4T5P3j5dcWbK1y81lrK6Fk5WNnF+32TNx9IL9pRWgxA8ZyM+C565c+c6/HzTTTf1eDGdue+++7jvvvuc3rd+/Xq3j33zzTf9uha90lnwlDSUBLWGxxSilFZcorY6im77hVGEx2azsvnj99j4wTvd7qu3RLK8aBhz2N9J9AD1wW8Y6IwxzUcvli6jFuLT0qkuLebgxv8h22x+nxdW39KRKrPaZJ7wMHLiN//aQ2WD5y8SnTuzuhKpprR8iPDsr1QEz/DU4RRUO69HdIZae9N58OiR6iOaHpsUlcQTk55wasrXLyWGbcer7NGxcMOe0qoTKa2zEZ8FzxtvvOHPdQh8QG1LT4hQ/CSCEuFpC+209Oy8ZOKSo9ymteJTosjOS3bcGCYRnsObN7L2jVdoqHJlvicBMutKBzE44UxHeis+dG3qtatXU/L0Qu8f2GXUwuHNGyk5cgiAnatXsHP1CuJT05lxq/8mwtc3O/6NlNe5fh/JoEnsgGNnVlcifBQ8TZYmjtYcVY7fVMGTm7TbaGTEZjgdPKqFP0z9AxOznQ9v7Zeq/P2cqAxPwZMdp0Tg6trqqG2tJTEy/JpVBL4j8kJhjBrhUf9oz4YuLYNBYsr1eW73ufi6vO5+PGEQ4Tm8eSPLlyx0I3ZUJOos0RQ1JgESJOZArn8EgbeonVlWHywpOo9aUF+7pdVRONRXVrB8yUIOb97ol/U2tASmld+dS7MqeCzl5diatbW2W21W/nXkX9hkG/GmeF7a9ZLm2pus2CyqmquYt36eV2JHfayaOnOGKnhOhqngiY2IJTVaiUaKOp6zDyF4wpjOKS0IruAJVUoLYPAFmcy+ayRxyY5pq/iUKGbfNZLBFzip/bBHePQpeGw2K1+++TevHlNvaS8anb0oJAXLvnRmGVJSSJl7C/2XLeOctWtInDlT02tft+xv2PzgO1TXntLqm+Kf94GrzqzOGJOTMcQqQqHtdLHHY645voZZH83i6c1KS3q9pd4r4fLQ+Id4duuzmgSSitZhmv3aO7VOVTW53EfviE6ts5fwGyokAJSicXtKKzL4Ka1QGw8OviCTgaMy+Mfjm6itaObCqwdzwcz+bpyW1QiPPlNaRfv3Ul9Z4XnHTsQnJcJ1S2D4nACtyj1aO7MyHn6YiIwMTBkZxI4b223EgpbXXnemgqL9e+k34vwerbmhXfAMzUrkVFUTMREGmttsXkiDDrS6NEuSRETfvrQcOkRb0SmiBjkfwgnaxj24IsYYw8IpC0mKSvI6jZUSncJjFz7mcZhmv1RFKJ6qasRqk8NirERX+sT3YXfFbhHhOQsREZ4wpc3WZv9QjI+MB86OlFZnDAaJ1GylKzAq1uRa7IDuU1r11S6GNzpFJiHWSM5vvgmZ2AHtnVkRGRkkfe9K4iZOcDpPSutr9+4cuThGu+AZlq18SeiT7Pv7ITUuUrNLsylHiSrUfrGShs1bkK3do1XetI07IzM2k1ZrK5tOu5456IqHxj2kaXJ4dlIMJoNEm1WmtFZbek5vqN5GXxd97bVDtSC8Cf1VS+ATnV2W7TU8Z4HxYFfi24eG1ld6+PDVedFyfHKK5506Mf2CZAym0PqgmDK0Da70tJ/W1+7tOXJGfacIDyg1Pb+81H1NmCt+c+UwTWKndvVqGjdvBqDm4485MXcuRy7Np3b1aof9vG0b78rxuuM8vOFhlu5e6vVjzXHait6NBomc9nRgONbxrDm+ho8PK1YpX5/+2iuHakH4o4+rlsBrVJdlg2QgxqR8AAUjwmPRSUpLRZ2SXlflSfDoO8KTM2wE8ameZ8HFJ8YyJ2c/efH+HbDpC7HjxmLKyrJ3W3VDkjBlZdlbzl2h5bUnpKWTM2yEr0sFoNVio7VdsA9tj/CU1jXTZrO5e5hLspI8v5fUom650VEcWEpLKfrlAw6iR20lDyZqobI3Q0jVOp5w69RS04V1rXUO27U4VAt6B/q4agm8Ro3wRBmjiDQq3/SDE+EJrfFgV+JTlcLl+koPhoQ6j/AYDEZm3Hqn230m/+hG7njsQcV/p/p4kFbmGsloxDz/URd3Oracu0PLa58+984e+/E0dPLg6Z8aS0yEEVmGf+1UajkSo01oeVdrKVQGD0XdXeaIgeMYB60YJN8/wrUWKndFjfCs2V/mdAyHHnGXLlS3Ld6yWKS3ejlC8IQpaoQnyhhFpEERPEGZlq6zlFZCSnuEx1NKq1XfXVoAeRMnM2fefCKiHVucE9LSmTNvPpN+eAOG1PaC19rTYPEg8oJA4syZ5PzxBaQYx/PaueVcC+pr7xrpUV+7P3x41HRWdISBCKOhUwGuEv37RXtqy53o0VqoDBqKujvNEQMYkzkGc6zZLkS6P7eEOcbM0suWsnjKYv7f+P+HTfYtOgVgjjWzZNoSTbU7Kiv3FLPiO6XTbNXeEm5Y+g0XL/6SlXs8d5+FEk/pws4O1YLei+jSClPUlnSHCM9ZMEurK2oNT0NVCzabrKFLS7+CB5QL/9Gd37Lny9XkXXgRF8y80tFtOC5diVK1NULNKUgb7P6AQSBx5kxq/r2C+lWrSLz6apKvucZpN5Yn8iZOZvD4iax781V2rvqMPkOGc/0Tz/jNaVkVPPFRysde3+QYDpXWAxATYeCWSQPomxLTba5WZ9yNkOiK1qJudT+jwcgjEx5h3vp53fZRRdAjEx/hwj4XArDi6ApNx+/MHSPv4JyUc8iIzWBM5hivIjuuZoqpYzi0FnCHAq3pwlCkFQXBQwieMEVNaUWbou2CJziztPQleOKSIpEMEjabTFNtazdvHjs6T2l1xtKiiNmcc4d3b8OWJEjOhfL9UHVMF4IHwFZdDUD8lIuJmzjB5+MYDEYGjRnHzlWf0drYEJCxEvFRJlbuKeabwkr7fU1tNqb+fh0LrhrOVw/PYEthJWV1zaTHRYEEFfUtZCYoaSytrdi+FHXn5+azZNoSHt/4uEOtiTnWzMMTHnaIxviSApuUM6nbjC0tWG0yT3oYw/HkZ/u4bHiWLlvVtZ4rX86pIHwQgidM6ZzSijBEAGdnl5bBaCAuOZL6yhbqKpvdCB59+/B0prVJEWeRMS6iUSntgkcHdTwq1iqlZdyU0vNOquQsJUpQXVKMbLMh+WlQsCp4rDY5KJEKtajbUlrqvI6nyxwxlfzcfI5UH+HFnS8yPms894y6x2k0Rk2BlTWWeWxldzb93Bu2FFa6jHqBInqKa5rZUljJpMFpPj1HIPF0rnp6fgThgT6uWgKvsUd4jJ0iPMGo4dFZSgs6dWq5q+MJI8HT1j5+oGstj53kXOX/qmPBWZAGVMFj9IPgScowYzAasbS1UlfpacyGduqbFcFTWtvsMlIBSqTCH4W4DkXdXTvZPBR117bWAjAyfSTjs8Y7TT2pKTDAZd1P5/u8LU7uTFmdNs8drfsFG3fnyh/nRxAe6OeqJfAKtV4nytRRtHy2GQ+qxKeoXjxuinh1PlqiM63NijhzG+EBqNJHhEeWZSztKS1/CB6D0UhSpuILU13iv2JYtUur1epazHSOVPgDtajbZHb0ufFU1F3TUgNAUmSS2+OrKbDMWCfjVNrxpTi5K+5mhfmyXyhwda78cX4E4YFIaYUpndvSI4zBTGkpF4tQztLqSkJ7a7pLLx5rG6j1TeEgeJraBU+0i7WqER6dpLRsDQ3QppxfY3KyX46ZbM6mqvg01SWn6T+yZ+MkVOo7taV7wp+RisSZM0m49FIqly2j7NnfY8rK4py1a9wWdVe3VAOQHJXs8fj5uflM7zed7WXbKW8sJy0mDVmWqWyu9Kk42RkTBqaSnRRNSY3z6JiEUtDtqVU/1Kjn6ovCL3j0q0eJMESw4gcr7J+hgt6Nfq5aAq9Qa3iijdFBi/DYrDZkm+rDo5+3TkeEx8VFqq3ToMOwSGkp641wJXh0FuFR01lSbCwGV2k4L0nO7gNAVYn/5h15I3j8HamQjEYSr7gCAEtFBXgwO/RG8ICSshmfNZ4rBl3BxOyJXNjnQq4YdIXLdJi3GA0SC64aDnRv2/emVV8PGA1GZg+cjclgos3WRnmT6Mw6W9DPVUvgFfYIj6kjwhPoLi01ugNg0InxIGio4bELHglMLoqadYTHlJYa4WmqhJY65/sEEXvBsp+iOwApWYrgqfan4Gmv4YmLNLqseNFqKugLJrMZKTYWLBZaT55yu689pRXlPqUVTGaPzOalm8aQleQoBrOSonXdku4Mk8FE/4T+AByrORbaxQiChhA8YYrqwxPMCI9avwP6Sml1zNNyUcPTuSXd1RgEnSDLMq3tRcsuU1rRiRCdrNze8ioUboAQOsT6s2BZJbld8FQV+0/wNLQqgmfGUKWGI9iRCkmSiBowAIDWwqNu9/U2whMsZo/M5quHZ/D8daMAiDBK/O+h6WEldlQGJikmnoW1hSFeiSBY6OeqJfCKZkv30RJW2RpQa3S1Q0uSlHZwvaDW8DQ3tNHW6uT1h4npILR78LS3MLsUPPuWQ2uDcnvtE7Dse/DCSGV7CLAEQPCoEZ6a0hJkH2dddaWuPcJzQf+UkEUqIgcNAqDlqGvBY5Nt1LYoXVrJqrDVEUaDxFWj+hBpNNBmlSkJ06npAxIHAFBYIwTP2YIoWg5T7E7Lpg7BA0paK1CtlXrs0AKIjDFhijJgabGx57+nyOyfSHZecofrchi1pKvpLCQJU5ST9Nu+5fD+LdC1dLS2WNl+3VswfE7A19kZa1U14F/Bk5iR6dCanpjec0O4hk7Gg7NHZnPZ8Cy7waC3poK+EjlwAACthcdc7lPXWmf3ivHUpRUqTEYDA9PjOFhax5Gyevql6v9vqysDkgYAcKz2WEjXIQgeQvCEKc5SWqB0akUTmNZQvZkOqhzdWY61TblAbPyoAIC45CimXJ/H4Asyw6slXTUdjI5G6pp+s1lh5cN0EzuA3e925SMw9EoIop9IR0or2W/HNBiNJGZkUl1SzHdrviD3vNGOIzZ8wO60HK187BkNUtBN8qLaIzytbiI8ajorLiJO191D52TGc7C0joLyeqYPdd0Wr1fUlJao4Tl70NeVS6CZziktk6FDtwayjseiQ9PBgh1lrHxlj717TKWhuoWVr+yhYEdZWKW03NbvHN+oDA11iQy1Rcp+QcSfLssqhzdvpO5MBQCbP3mf95+az9J7b+fwZt9fW32Lku6Miwrd9zx7SquwENmZ+zIdgkev0R2VwRlxABwpqw/xSnxDTWmVNpbSqH4pEvRq9HPlEniFPcJjUiIBwZiYrreUls0ms+G9w273+er9w9hawmeOVlu7B09EjJO11rue9uzTfn7CWu3fGp7DmzeyfMlCrG2O7+X6ygqWL1nos+ipb1GOFx9KwZObC5KErabGLhS7oscOLWcMzowHwlfwJEUlkRqtdOOJtNbZgT6uXAKv6Ww8CATFfNCms5RW8eFqGqrduCsD9VUtFJ9o918JiwiPajroJC0Zb+6+zRla9/MT9qLl5J4LHpvNypdv/s3tPuuW/Q2bD8X5De0RnlAKHkN0NKZspSi66u1/0LB5C7LV8bXotUOrK+eogqe83mW0Su+oUR6R1jo70MeVS+A1nYeHAkFpTddbSquh1r3Yse9XF46Cx8lacydDYh+6N1SrSJCYo+wXRPxZtFy0fy/1lRVu96k7U0HR/r1eH1v14VFreEJB7erVWCuU11fx179yYu5cjlyaT+3q1fZ9qpurAf0LnkHp8UgSVDe2UdkQeJf3QKAKntXHV7O1ZGtAu1wFoUcfVy6B19i7tIIY4VGNB406MR2MS9RmIhgXGT4prVZ7SsuJ4DEYYfbi9h9cuMjMXhTUgmXwb9FyfbXzNI+v+6m0WKy0WhXBHh8ZGsFTu3o1Rb98ALnV8W/UUlpK0S8fsIuemtbwSGnFRBrJSVbep+GY1lpzfA2rjyvnfO2Jtdy26jZmfTSLNcfXhHhlgkAhBE+YYp+WblJSH0Gp4WnTV0orOy+ZuGT3oic+JYrslPaJ22EQ4WnzZDo4fI7Sep7YxSsmsU9IWtJlmw1r++BQfxQtx2tMi2ndT0VNZwHERQV/IrZstVK68Bm7x5Ljncq20oXPIFut9hoePXrwdEUtXP5o+yk2FZzxy5T5YLDm+BrmrZ9HfZujUCtrLGPe+nlC9PRS9HHlEnhNt5SWMfApLb0VLRsMElOuz3O7z8XX5WGwhlGEp1ltS3cjzobPgQf2wAU3KT8Pmg4P7A662AGw1dba50L5Y3BozrARxKemu90nIS2dnGEjvDqu6sETHWHAFALTzMZvt2EpKXG9gyxjKSmh8dttYVPDs3JPMd8eUyJt7397ihuWfsPFi79k5R7/TbgPBFablUVbFtm9jjqjblu8ZbFIb/VC9HHlEnhN15SWXfAEMKVlaXcxbm5oo+hgFTYdfJsbfEEms+8a2S3SE58Sxey7Rrb78IRRW7qa0vI0hNNghLxZyu3m6qCnsVTUgmVDQgJSRM89YwwGIzNuvdPtPtPn3um1H4/qshwfFRpfG0u5tgGVlvLyjrZ0Hae0Vu4p5p63t9PQxdm8pKaZe97ermvRs71sO6WNrjsZZWRKGkvYXrY9iKsSBAMheMKUzm3pEPiUVsGOMjZ+rJj6VZys59Pnd/DW/I2Kz02IGXxBJrcsnEzuSKXFdMiFZm5+erIidsBxlpbOsae0XA0O7UzGEOX/isPOUyVBIBAuy3kTJzNn3vxukZ6EtHTmzJtP3kTvi7LVOVrxIUhnAZgytDlFmzIyOtrSderDY7XJPPnZPpf2lwBPfrZPt+mt8kZt4lPrfoLwQQieMCWYbemquV9rk8Vhu4O5X4gxGCT65CkXXZuVjrESEF4RHnddWl1JHQQGE7TWezAkDBwdHjzJfj1u3sTJ3PHia0yfewcAMYlJ/Owvr/kkdiD0HVqx48ZiyspyPbxWkjBlZRE7bqzuU1pbCisprnE9P0sGimua2VJYGbxFeUFGrDbxqXU/QfggBE+YotbwRBsdIzz+ruHRbO6ng29zyWYlglNd2sU1NaxGS6gpLQ1rNUZAimKPT8XBAK7KNXaXZT948HTFYDAy/JJLAWiqrbGfG19Qx0rEhahDSzIaMc9/tP2HLqKn/Wfz/EeRjMaOomWdCp6yOm3DQrXuF2zGZI7BHGtGcmHvICGRFZvFmMwxQV6ZINAIwROG2GSbPZITZXKs4Wmz+Telpdnc73C1X5/XF5Iz2wVPWaOjEVoYDQ9tUyM8WlJa0JHWKj8UoBW5xxqASemdiY6PJz5NSW1VnDzu83FUwZMQQg+exJkzyfnjC5jMjsaQJrOZnD++QOLMmbRYW2iyKO+BpGh9prQyE7TN6tO6X7AxGow8MuERgG6iR/354QkPB2wIsyB0CMEThqj1O9AR4YkwtKe0/Bzh0Wzup3G/QJKYEQ0StDVbaarrJPzCMaWlVfCkn6v8H6IIjyXAggcgo18uABUnfBc8apdWKOdogSJ6zlm7hqynfweAFB3N4P+sJnHmTKBjrIRRMpIQkRCydbpjwsBUspOi3dlfkp2kTJ/XK/m5+SyZtoTMWMehpxmxGSyZtoT83PwQrUwQSITgCUPUdBY4qeHxs+DRbO6ncb9AYoowkpCqCECHtFYYFS3bU1pRXkZ4KtynHQNFIIqWu5Keq6TtKk4c8/kYHV1aoRU8oKS3kufMQYqMRG5uxlLc0dHUuUNLclXvE2KMBokFVw0HXNpfsuCq4RgN+ly/Sn5uPquuXcXrs163pw8XXrxQiJ1ejBA8YYhasGwymOxhV3sNj5+LljWb++Ul+/V5fcVex1PWWfCET4THqy4tgPR2H6Ly0Nbw+LtouTNqhKe8B4JHjfDoQfAASBERROUpv7vm/Qfs28NlcOjskdm8dNMYspIc01bmpGheumkMs0dmu3ikvjAajIzPGm+v1zlUFZrUsCA4CMEThthb0o0dHzb2Gh4/t6VrNvfTybe55AxFKNQ4FTxhEOFRjQe9TWk1lMG2N6Fwg9KmFiTsRcuBjPD0HwDAmZPHfR5SWa8zwQMQNVSJzrUc7BA89giPTlvSOzN7ZDZfPTyDf94x0d7u/+JPwkfsdGZo6lAADlQe8LCnIJwRgicMabY4tqRDYI0HB1+Qyaw7ujvbOpj76YQke6dWp46eMOnSkmVZu/GgSsE6kNr/jD/7JSz7HrwwEvYtD9AqHQl00TJAak5fJIOBlsYGdqz6jJN7v/N6Wnq9Tmp4OhM9dBjgGOHRe0t6V4wGiUmD0xmbq9Tr7C+uDfGKfEMVPPsr94d4JYJAop+/foFmupoOQuCNB7MGJSs3JMi/dTjxyUoaSy+RHZVwTmlZ29qQ28c0REZriEbtWw7v3wJdLeBqi5XtAZ6tJVuttLVP/m49eZKY0aORjP7vbDm6bSuSJCED6974GwDxqenMuPVOzb489ghPCLu0uhI9TLnINh8Mv5RWV0bmJPLfQ+XsKaoJ9VJ8YliaIj6PVh+lxdri8GVS0HsQEZ4wpOtYCQj8tPT6aiWqFJ8cxZCJWeQMSdGd2IFOrekljRzaXELRwUpsre1+IDpPaakdWgAR0R4+cG1WWPkw3cQOdGxb+UjA0lu1q1dzZMalyA0NABQ/8ihHLs23T/z2F4c3b2T5koXYrI6vo76yguVLFnJ480ZNx9FbDQ9A1BAlpWU5XWwfwKp3Dx5XnJejCLQ9p8NT8JhjzSRHJWOVrRypPhLq5QgChBA8YYjTlFaAjAdVGqoUkRWfou9vPuUnlJC6zSbznzf28enzO3mr/GUKmi/UfYRHTWeZoqI8z4o6vtGDu7IMtUXKfn6mdvVqin75AJZSx3lEltJSin75gN9Ej81m5cs3/+Z2n3XL/qYpvaWnLi0VY0ICppwcAM68uYyGzVuoaVJShOEwKb0zI/oogudgSR0tlvAbuilJEkNSFAH6wcEP2FqyVQwP7YUIwROGOIvwBMp4UKW+XfDEJevTTAyUERirlu7ttr3BlsrK6v9Hwd6GEKxKO23ejJWodz380Kf9NCJbrZQufMb57K72baULn0G29vxiUbR/L/WVFW73qTtTQdH+7r/zrqiztPRUw1O7ejXW9pTgmZdf5sTcuVz10OdMOGgLu5RW35QYEqNNtFllXt1QyKaCM7qdpeWMNcfXsLtiNwAfHf6I21bdxqyPZrHm+JoQr0zgT4TgCUPsgsfUKaUVIONBlfpqfUd43I/AMAAyX314VBcjMFyhRng0CZ54s+d9vNlPI43fbsNSUuJ6B1nGUlJC47fbevxc9e1zunq6n9UmU9Wg/F0cLa/XxYVYjZLJLY6GnXHVLfz6Yxus/yasIgyr9pbQ3KbUn/1+1UFuWPoNFy/+UtdT01XWHF/DvPXzaLQ4jqQpayxj3vp5QvT0IoTgCUPctaUHLqXVXsOjU8HjeQSGQTcjMFyhRngitLSk506GxD50t35TkSAxR9nPj1jKtU2Q1rqfO+I1zudyt9/KPcVcvPhL6lsU8fDQh9+F/ELsLkomoVRgZS1dwewPZobFxXblnmLueXs7rVabw/aSmmbueXu7rkWP1WZl0ZZFyE5q4dRti7csDivxKXCNEDxhhtVm5WClYjLX0NZg/0O0R3gCVbRsr+HRZ0ornEZguMKrSekGI8xe3P6DC7/b2YuU/fyIKUPbBGmt+7kjZ9gI4lPT3e6TkJZOzrDulgnQcSHuOtk71BdiT1EyA5BeB2kHS3UfYbDaZJ78bJ+70nme/GyfLqJqzthetp3SRtdpXxmZksYStpdtD+KqBIFCCJ4wYs3xNcz6aBbvHHgHgG9Lv7XnmQNlPKhSr/Oi5XAageGKjpSWRlE5fI7Sep7YxegtsU/AWtJjx43FlJXVfeK3iiRhysoidtzYHj+XwWBkxq13ut1n+tw7nRZ46/lCrDX6lVyv/wjDlsLKboKyMzJQXNPMlsLK4C3KC8obtf0utO4n0DdC8IQJap6567cRNc+sOoQGIsIj22R7usjTmIlQ4XkEhkx8AmQP1udARoDW9rESETFetM8PnwMP7IFZzyg/x2XAA7sD5r8jGY2Y5z/q4k5FBJnnP+o3P568iZOZM29+t0hPQlo6c+bNd+nDo+cLsdboV1W8/iMMZXWuz7Ev+wWbjFhtvwut+wn0jRA8YYCWPPOnRz4FAlPD01jXis0mI0kQmxTp9+P7A/cjMJTagouNizH86byguRB7i1ddWp0xGOGCG5XbDeXQVO3fhXUhceZMcv74ApgcO55MZjM5f3zBPvnbX+RNnMwdL77GDx59wi6qrntikVvTQT1fiD1FyWxARQLs79dxv14jDJkJ2qKRWvcLNmMyx2CONSO5qIWTkMiKzbLP2hKEN0LwhAFa8syqJX0g2tLV6E5sYiRGo37fMoMvyGT2XSO7RXriDWeYnfwsg6O/6XAh1qHoaW1qn6OlNaXVmegkSB2s3C7e6b9FuSBx5kykWCUSlfnQg/Rftoxz1q7xu9hRMRiMDBw9jswBgwAoLXA/HV7PF+LOUbKuX2FsKBVYb15mQO5k7KnXCMOEgalkJ0W7K50nOymaCQNTg7kszRgNRh6Z8AiAS9Hz8ISH7UOaBeGNfq9eAjvefLsLRITH7sGj04Llzgy+IJNbfjeREYn/A6BPxB5uzrhbETtAMFyIfaXV20npXekzWvk/CILH1tCAXKuYPCZf/2PiJk4IyFiJrmTnKeMYig+7nw6v9wuxGiWLMDvaBtTEwR9+YGDLEOWjWe8RBqNBYsFVwwGXpfMsuGo4Rh26sqvk5+azZNoSMmMdZwImRyWzZNoS8nPzQ7Qygb8RgicM8ObbXSAiPHovWO6K4eQmBhvXAorpoEGyddkjcC7EPcHelu5tSksle7Ty/+mdflmPO9rau4wMCQkY4+MC/nwq2eco0+E9CZ7OF+Ku6OVCnDhzJud8uZbyZ3/BifYSpY8ukhzEDug/wjB7ZDYv3TSGrCTHL0Tp8VG8dFN4TE/Pz81n1bWreH3W61yYfSEAVwy8QoidXoYQPGGAljxzWnQaEJgIT0OnOVphQX0p6RHHAKix9qHV5iIy5WcX4p7ilfGgM9QIz4lvYPeHULghYFGstmJF8ERkZQXk+K5QIzwlBYfY+78v3U5OVy/EXUVNVlK0bi7EktHIJXPuIWbmDACGnOq4zxxrDpsIw+yR2Xz18Az+eceFDMlSGgN+Pn2wLs6xVowGI+OzxnPNOdcAsLN8Z2gXJPA7+vFZF7hEzTPPWz8PCcmheFkVQT8772cs3ro4IF1aHSmtMBE88WZiDLXEGSposKVzxjKA7MgDTvfTE3YfHl9TWjVFyv8NZfDR7crtxD6KX4+fu7YsJYqHjSk7uIKn4uQxkCRsVisrX1wCuJ+cfukws93g74k5wxliTmTCwFTdpVhMo86Hd75k1HGJv1ivJyG7P+fn/xhThD6bBJxhNEhMGpzGVednc7Ckjq3HKvnpRQNDvSyvGWNW0ocHKg/Q0NZAXETwIpiCwCIiPGGCqzyz+i1wat+pQGBreMIlpaW6EKtRnoq2rh+6gXEh7imt9pSWD7VS+5bDp/d03x6gIu2204rgicju49fjuuPw5o18tqS7Q7G7yeknKxuxyhATYeSWCwcwaXCa7sQOwKkTe5GBxAYbmc/+g5hfPUPhZbP8Pn0+GEwcpESbtxRWIjubuaZzsuKyyI7NxibbePW7V8Ug0V6EEDxhRH5uPsuv7rhw/WXGX1h57Uryc/OJMCpOy4EwHrTP0dLx4FAH2l2I002FAFRYOguewLkQ95Q2e0rLCx8eUNJWKx+me88PBKpIW63hiQhShMfXyekF5crA2EEZcRh0KHRAmas18sX/dNvu7+nzweL8vklEGCUq6lvDdpBoVYsyn+3VPa+KQaK9CCF4wozaVqUzxmQwcUnfS+zFjKrTskW2YJO7Fun6jizLNIRbhAdg+BzSL7kSgNMtwzjUdDFFLSOwJeQEzIW4p/jcpXV8I9SedrOD/4u07SmtINXw+Do5/Wh5PQCDMuIDtraeoMzVWgg4mYrm5+nzwWLdgTL7a3l6xf6wHCTabHX0ZxKDRHsHuhU8L774IgMGDCA6OpqJEyeyZcsWl/suXbqUKVOmkJKSQkpKCvn5+W73D2cqmxVn2JSoFKROxmWRho5cvz/TWo11rVgtioCqLmvU9bTxrjRFKZGdaltf/lPzaz6t+h1vlb9CQcuFIV6Zc3xOaWktvvZjkXZH0XJwilJ9nZxe0C54Bmfosw6jfusWLCWlLtvn/Tl9Phh0DBJ1/JwI9fwyLYhBor0fXQqe9957j3nz5rFgwQK2b9/OqFGjmDVrFmVlZU73X79+PTfccAPr1q1j06ZN9OvXj5kzZ1JUVBTklQeeqmblAz0l2nFCtBrhAf+1phfsKOO933YIx8/+tIu35m+kYIfz34OeKNhRxv8+LaVrmqehupWVr+zR5WtoU40HvY3waC2+9lORtizLHSmtPsERPL5OTldTWoN1GOFZc3wNv/v3rzXt64/p84FGz/PLtCAGifZ+dCl4lixZwh133MFPf/pThg8fzssvv0xsbCyvv/660/3/8Y9/8POf/5zRo0czdOhQXn31VWw2G2vXrg3yygOPPcLTRfCo09LBPxGegh1lrHxlD011juKpobpFt4JBxWaT2fDeYZSPWeffnb96/7CuolVWSxtWiwXwoYanvUjb1Wv1d5G2tboaub3eKFgpLV8np3ektPQV4VFTJ8ciajTt74/p84FGz/PLtCAGifZ+dCd4Wltb2bZtG/n5Hd4TBoOB/Px8Nm3apOkYjY2NtLW1kZrq2kW1paWF2tpah3/hgBrhSY1yfG2SJNlFT08jPB2CwTV6EwydKT5c3T4Ow3WRan1VC8WHq4O2Jk+o9TvgQ0qrvUhbwYXfrR+LtC3t0R1jWhqGyOC0TfsyOb2yoZWqRuVvYVC6fiI8nVMn+/tJVCSo096c4Mfp84FGz/PLtCAGifZ+dCd4KioqsFqtmLtYrpvNZkraP2g98fDDD9OnTx8H0dSVZ555hqSkJPu/fv369WjdwUKdmdU1wgMdaa2eRng6BINr9CYYOtNQ637t3u4XDFoaldSLZDRy+uA+l2Z6Lhk+RynGTuySYkrs4/ci7VCZDrqanB6blOx0croa3clJjiEmUj8deZ1TJ7JB4s3LDEh0Fz3q1wl/Tp8PJHqeX6YFMUi096M7wdNTFi1axLvvvssnn3xCtJtvyo8++ig1NTX2fydPngziKn3HVUoLOtJaPRU84SgYOhOXqK2bTOt+gebw5o388zcPAkrXzvtPzWfpvbc79ZVxy/A58MAeuPFDkNovkLcs93tHWluITAehY3L6dY8vtA8SHXP5HKemgwU6TWd1TYlsGWLgDz8wUJnguJ8tKT4g0+cDhd7nl3lCDBLt/ehO8KSnp2M0GiktdSweKy0tJcvDN8rnnnuORYsWsXr1as4//3y3+0ZFRZGYmOjwLxywp7Siu39oqJ1aPXVbDjfB0JXsvOT2iemuU27xKVFk5yUHbU2uOLx5I8uXLKSxptphuzszPbcYjJB3GfQdr/x88hv3+/uApTj4poOdMRiM9BtxPiOmKRHcQ5u/Zv/X/3UYM2G1yXx1WGljj4006qpQ1llKZMsQA/f+3MgTPzGwv6+yzTr7krARO+B+kKhKqOeXecKVwWuUMSpsxnwIXKM7wRMZGcnYsWMdCo7VAuRJkya5fNyzzz7Lb3/7W1auXMm4ceOCsdSQoBpiJUcld7tPNR/saYSnQzC4Ri+CwRkGg8SU6/Paf3JeHXHxdXkhN6Lz1UxPEwMuUv7f85Hf52qFKqXVjXafmrLCAlb86ff2yNj7H/ybixd/yWffKcJs1d5SXfnAuEqdyAaJfbkGVo9VIgixG3ZS8/m/adi8JWx8eFwNEo2JMOhmfpknOg8SvW/0fcpGGZramoTrcpijO8EDMG/ePJYuXcqyZcvYv38/99xzDw0NDfz0pz8F4JZbbuHRRx+177948WIee+wxXn/9dQYMGEBJSQklJSXU19eH6iUEDFdt6dBRw9PTomVHweAcPQgGdww+L4nZyc8SZ3DsCIlPiWL2XSMZfEGmi0cGD1/N9DShht0LvlTmai37HrwwsscjJmSrleZDhwCwNdSH7EJ8ePNG1i1b2m17fWUFJz58idjT+xy268kHRk2dOPN7kZAwWpV7LKdPc/rBBzkxdy5HLs0PG8flzoNEf3mp8jkiAU2t1rBxXVYHiQ5MGogBAy22FuZ/PV+4Loc5uhQ8119/Pc899xyPP/44o0ePZufOnaxcudJeyHzixAmKizs+uF566SVaW1v54Q9/SHZ2tv3fc889F6qXEDDUGh63KS0/tKUPviCTc8Z1FwV6EgxuqS1icPQ33JL9Sy654VwAIqIM3PTbSbpZu69meh7Ztxz++/vu23s4V6t29WqOXJpPa7vgqfjrSyG5EGuJjE058zVSJ8dxPfnAWG1WkqKSGJw0uNt9lxUmcu/ntm4poXAbM6EOEh1iTkCSoLHNxq/e3xV2rssP/vdBbF2ixMJ1OXzR7bT0++67j/vuu8/pfevXr3f4+dixY4FfkA5os7XZR0sEsktLxdqm/KGPvKSPkuZKVNJYeo7s2GmfHG5I7sPwi/uw8aMjtLXYqC5rJK2PPlqUfTXTc4vHuVqSMldr6JVetanXrl5N0S8f6Da4U70QE8TiWk+RMQlIsNbTp7mYopgc+/bOPjCTBqcFfqFOWHN8DYu2LHIwuIuPiOeac65hes5Ukn/yMBZnD5RlkCRKFz5DwqWXhkXX1so9xdz7zvZu70Q12qbnFJcn12UJicVbFjO933RRxBxG6DLCI3BOTYtiUiYhkRSZ1O1+f/nwqFScVFKC54wzc+74LHKGpISH2AGoOaX8n5iD0WjAPFA5X8VHtBm9BQNfzfTcEoC5Wsq8p+5TypU7gz/vSWvEK9ba6HR7qHxgVLPBrm6+DW0NvL3/bZq2bcdS6mb8RxiNmRCuywI9IgRPGKGms5Kjkp1+q7BHeHrYpQXQXN9GXaVyYUjvl+Bhbx1S2y54khR/pT7nKIKnYEcZh7aWUHSwKuTGib6Y6XkkAHO1Gr/dZjcbdEqQL8RaI16NRueO1aHwgdEyp+nfW9/WdKxwGDMhXJcFekS3KS1Bd6qbqwHn6SzoVLRs7XmEp/xUHQCJGTFExYTh26Q9pUWSktJQLzOn9ldxar8SIYhLjmLK9XkhrenJmziZWfc8wKqXXnDYnpCWzvS5dzr1l3FLAOZqab3AButCrEbGXKW1ZKDeGM/paMd0iQRkhcgHRkvE4FhEtaZjhcOYCeG6LNAjYXglO3upbOmI8HTFarNS36qkoA5VHcJqs/Yot1x+QhE8Gf30Ue/iNZ1SWgU7yvj238e67aLOBQt1EXZSpiI+4lJSmHrzz4hPTiFn2AjvIjsq6lyt2mKc1/FIyv1ezNXSeoEN1oVYjYwtX7LQ5T4b0i5CljoC2GoiNlQ+MFoiAfv7SVjSkzCdqXWePpQkTGZzWIyZ6C2uy2WNZS676cyxZuG6HGaIlFYY4cp0cM3xNcz6aJY9n/z2/rd71Dpps8mc2KuIq8gYU8hTPz5Rq0R4bAk5up8LduaU4vJtHngOwy6aSr8R5/smdiAgc7Vix41VhoRKLoRCCOY9uRozEREdTd3gSTQbohy6tLKSokNaJKslEiAbJNp+cYvyg7NzLcsk/+iHfl5ZYOjtrssyMtfmXRvsZQl6iBA8YYQzDx5XhZC+tk4W7CjjrfkbKTqoPNf+r4t5a/5GXU9H74bNClXHgfCYC3bm1AkA0vr2988BXc3Vis/0aa6WZDRinv+oy6gDhGbeU+cxEzlDlcLutuZmEgs28YOS5fy87F2evsDGP++4kK8enhHSjiCtc5pG/fAucv74Aiaz85RjxZ//EhaePJ5cl2Xgx+P1Pb/Qleuyyou7XhSePGGGEDxhRNc5WloKIRdvWazZGbRgRxkrX9nTTSCoqZ+wED37lsPzI6BNGcbZ8L83ND0slHPBKov8LHigY67W3M8hc5iy7dzLwdrqk+ty4syZpN1zT7ftJrM5pPOeDAYjzfX1FB3obs5oaKyh5ONXSK84GPJxBp7MBqFjTlPizJmcs3YN6fff7/RY4eLJ48p1WeX5NYd178mjui7fO/pep/cLT57wQgieMKJrSsufrZM2m6z71I9H9i1XjPXqOj5A4wzaWphDORdMTWml5fj5G6/BCAOnQN8Jys/b3+yR67IawYmdPIk+zz1H/2XLOGftmpDOewroeA4/opoNDkwc2O0+c6zZ6Zym6g8+cH6wEFgB+Irquvyr/HOd3q8nB2x3fHjoQ6fbffliKQgdQvCEEeocrZQoJcLjz9bJcEj9uMWF4V525H7iDBW4mqkFoZ0L1lRfR0O7r0xqTl//P8G+5bD9re7bfXBdbvpuFwAJMy4l6XtXEjdxQsgN8AI6nsNPqDV2t626jcLaQkAxG7x52M28Put1Vl67spvY0ZsVQE95d+sJp9uFJ48gmAjBE0Z0reHxZ+uk1pROKFM/bnFhuGeQbExJfA2lkkB/g0Qr26M7CekZRMY4943xGY+uyyiuyxq+mcqyTNOu7wCIGTXKf2vsIbWV2nxctO7nbzyZDda01DjtptSbFUBPEJ48Ar0gBE8Y0VXwaC2E1NI6qTWlE8rUj1vcGOkNjv7G6SDRuOTQzwU7E4j6HRU/ui63HjuGraYGKSqK6CHO0xOh4GSzNmcNrfv5k57U2OnNCqAnCE8egV4QgidMsMk2qluqgY6UlrvWya6FkJ7IzksmLtm9mAll6scjHoz0Bkd/wy0Zd3H1DUbikhSDxqGTsrBabCFzXbbZrBzbtQOAyOho/9eZ+Ml1WbZaqf74EwAi+vcHHc1xak7Lpc4Y5zSGBUr0oM4YT3NabjCXBcDWkq0+p0I8WgEAhpQUYi4Y7Y+lBpTe4snj6oslKJ/Jo9L1E/kUOEcInjChrrUOq6xcEDu3pbtqnXRVCOkKg0FiyvV5bvcJZerHI6rhnhvnD0NSNjlTLiYzNxGAbV8c5z+v7ePT53cEvfX+8OaNLL33dg5v/hqAQ9983f6z9hlXHvGD67I6Ib1y6VIAWg8f1lVbtDkplg1pFwPdE3fqz3sThgX9Yrrm+Bp+/d9fa9rXWSrEbgUALkWPraqKgpmzdPO7cIUnTx6A1LgIxuZ6MSQ3iHjy5AGlvvKKT64Q3Vo6RwieMEFtSY+PiLePkFBRWycXXqw4z0Ybo50WQnpi8AWZxCZGdtsenxL61I9H7IZ7LtyFAWYvomDXGQq/617kGszW+8ObN7J8ycJuxbb1lRUsX7LQf6JHgwgkMcel67I6Ib1r8aye2qInDEylsc9wvsicRb0xzuE+qf3fhdVb2b3kQf+KSTeodTu1rbWa9neVCkmcOdOtJw/o63fhCk+ePACVDW1M/f063XZrefLkAdGiHg4IwRMGWG1WNhYpH9YxphinOX+jwciUnCkANFubscmuu5KcYbPJHPymmMbaVpDgip+fx2W3D+fqX13AzU9P1rfYURk+B4Z/v/v2xD5w3VvYhl4V8tb7oLZRu3VdBpBhzFynD9XbhHR3/Hh8fwriBrGs3018kzzOqeStrzzjXzHpAnd1O13RUmOXOHMmg1evwpjiIvqhs9+FKzx58oD+W9Tzc/NZcc0Ke0lBV0SLuv4RgkfnqC2ti7YuAqC8qdylu2dCZII95FrTWqP5OVR35TVv7lc2yPDfdw5hNBnIGZKi3zSWMxrbC5MvvBeufU0x3ntgNwyfo4vW+6C3UbtyXVZZv9CpJ084tEWv3FPMxYu/5Pk1h+zbRtTtd/uYQHvyeGph7oqWGrumHTuxVrnxk9LB70ILs0dm89+HppMa1z2KDOHRor6rYpfdHsQZokVd3wjBo2O8HRthNBhJiEwAoLZFWzi9V7grq1gtUNT+oT/mZjjvh4rxXvsFRQ+t9/XV2owQte6nCdV1edp85/c78eTRe1v0yj3F3PP2dod25z7NxSRYG9zWigTak6e0QZvYSYpK0lxjp/ffhTdsO15FZUOry/tFi7ogkAjBo1N8bWlNikoCsHd0uaNXuCt3pnQ3tDVCdBKkD+l2tx5a7+OTtRVmat3PK7a/6eKO7p48em6LttpknvxsX7e/jFhro6bH+1VMdmLN8TU8u/VZTfv+YeofNNfYaT3HxrQ0TfuFEq2t5yU1TQFeiW9obT1Pi9H/7+JsRAgeneKru2dyVDIANS2eU1p6SPH4DZsVdv5TuZ16Ds6Kl/XQep8zbES3Cd9dSUhLJ2fYCP8+sZeePPa2aFeEYEK6iisju0ajNuPG2MQkfy/JHo11l+6AjrqdceZxmo+tpUUdoPiRR3RdvAzaW89/++/9uqzl0dKiDvB/X/2fKF7WIULw6BRfQ6eJUUrLtZYaHj2kePzCvuVKHcqWV5SfT29zWpeipfV+2MWBnahtMBiZceudbveZPvdODBq8k7zCS08eh7boroRwQjq4jhKcjs5268mjsvKvz/u1eFlrobK33lj2x2loUQewlJXpvmNLS4s6QFVDqy4LmLW0qIPo2NIrQvDoFF/dPb2J8OghxdNj1IGhXaMXLmZFDb4gk9l3jXQZ6dn62bGAe/LkTZzMwDHju21PSEtnzrz55E103ibeI7R68sQq0SfZasWQmIgUE9Ntl1BPSE+Pd/67kyWDS0+ezvi7Y8uTwaBKSnSKV95YnVFb1I2Zbrolw6Bjq3OLujv0XMCstqhnxLj+jBYdW/ok+H7rAk2oodOyxjKn3xwlJMyx5m4trUmRSrhei+BRUzzu0lq6dlf2OCtKUupShl5pL1wGRfQMHJXBthXH2PJ5YbdHqgXbgfQeqi5RvrlO+tFPSMnOIT45hZxhI/wf2VFRPXlqi3ErB/51D7XJN1P61n8curQMKSkkzbmKhBmXEjtubMiGhq7cU8wTy10XHRfEDeKLzFlMq/yKWEuD22OtW/Y3Bo+f2KNzvub4GhZsXKBp34fGPeST2FFJnDkTQ0ICJ396m+udOnVsxU2c4PNzBRK1RX3+J7upbGhzuV/nAuZJg/VVE5Ofm098RDx3/OcOl/uoZQffln7LxOyJQVydwBUiwqNTOodOu+IuNK4WLWsRPADDLnJTp4HO3ZV7OCtq71fuHhuYgm2bzcr+r9dTdfoUksHABbOvYthFU+k34vzAiR3Q4MmjULu3iqJn3+rWkm6rrqbqrb9jrakOqdi55+3tlLhJsUrA0bhBDPvxXR6P15OOLavNysu7XuZX63+l2WDQHKcxyubuec9o615qK9XeGh8KZo/M5rHvaatT02sBs2oG64lfr/+1SG3pBCF4dIwaOk2Ldvx2425shNYuLdV759t/H3d6f1i4K/dgVlQoCrbVcRIr/vQcALLNxlsP3R80B2C7J0+Cc5Er26B0e6Lzx4Y4XeKqM6srWUnRvHTTGEakahNldZVnvF7LmuNrmPnhTF7c+aKm/b0Z4usJrR1bZc88o+taHoCsxPAuYNZadlDTWiPqeXSCEDw6Jz83n99d9DtAETqvz3rd7dgIe4THTdGyK+8dlfFXDQgPd+UezIoKdsF20MZJeGL4HLjmFad3NZZHYmky4jICFEKDu2+OnnHamdWV5344itkjszW39a9/a6lX517txipr8q7Gy9tCZVdo7diyVleLAuYAo7VjS0XU84QeIXjCgJJGJb1wbsq5jM8a7/aD01MNjxbvnf1f6euDxSX2WVGucD0rSmshdmy8c1dYbwjqOAktNDjvALQ0a7sgB9vgbuWeYu79hzbn2ooGRaBqaf8HaKqt1Sw4Wy2tPLXpKU1jI1S8MRjUgtvuuc6IAuaA467soCud63kEoUMInjDgdL1Sa9In3t3FXcFTl1av8t4BGHOrizs6BobiRCBq8eQBWLNsf487toI+TsITLiJjxihtF8Zgmg2qdTvVTa6LWzuj+rxoaf/vjCfBueb4GvI/zPfos9MVbwwGtaJ2bBlczddSaY/INWzZ6tfn9ydqAXNqXITb/dQC5m8KvE9BBhK17CAx0kUquAuinie0CMETBhQ3KBGX7DjPHjHuipZtNplTB7QV2oWN9876hc7vbx8YyvA5Tu/W4skD/hmxEZJxEu5wMkW99mQ0p7/xcAENstmg1rodUF5JdlI0Ewam2rflTZzMnHnziU7wfDGqO1PByb27nayhozjZG7Hji8GgNyTOnEnWoxoiPUDRA/pObXlTwHzvO/pLbeXn5vOHqX/QtK+o5wktQvCEAd5EeFTB02hppM3a8a3YXqT8hfMi5a6EpfeOyrT59oGh7lA9eWKTPKetetKxFdJxEs5w6NhSxE7R1ylYm918HITAbFBr3Y7KgquGY+zSUZg3cTLT57puHe7M5y8s4vDmjVhtVraWbOXZLc8y7b1pmouTu+Kvuh1XmMzaathsNTW6r+fRWsBc3dSmy3qe8VnjNdfzyMg8tekpWi2uZ4oJAoMQPGGANxEeZxPTPRUpdyV8vXcAJNi+TPPhBl+QSf5PPdcR9CTNlz1kKDGJ7qMMARkn4Y72ji05Oo3S7eqoBdcf1qa05KCaDXpTt5McG8FLN41h9kjnfx8Jqdo8XJrr61m+ZCG3/Olyblt1G3/f/3eqW6u1LtmOuy5Kf6K1gBkAWaZ4wRPYWvV5kdVawAzKX/78T3bTarEFelma8aaeB6CqpYr8D/NFpCfICMGjcyw2C2WNSjpFi+AxSIaO8RItNZqKlLvSm713nNFUp+0iUF+tPdqgcnjzRl67/06aat17tQRknIQnhs+hMfcu951Z7WSPLSGxr/ev31usNpk/rjnM3V7U7bx4g2uxA9oLmEH59j3sWyMGH6+l9466l1XXrgq42AEvCpjbsVVVcWTqNF1GerQWMKtUNrRx4TNrdRXp8baep6qlSqS3gowQPDqnvLEcq2zFZDBp9n1QC5erW6opOlTlVWSnN3vvuEJr+u6rD454VcvjqhW9MwEdJ6EBS6M2kWWtbXQ6qsOfrNxTzEWL1vL8mkOa9lfrdi704MLrTQGzhERMm5EffdmX/iXdx2q4IjU6leenPc/do+8OaBqrK/YC5iRtA1GtVVW6TW+pBczJMe4LmFUqG1q5++3t/HHNId10b3lTzwMivRVshODROacblGhGVmwWBknbr0ttTT+5q4ZVf9uj6TFjr8gND++dOI0dQlo9etDesdVc36a5gFlLK3pMYiK3/elvIRM7tatXU/Lqx5r2NUW3dzCtfERJK/oZLS7KznBWt+MMtYA5Ki5e03GjWw1M356hSfSkRKXwn2v/E5SojjMSZ84k54XntT9Ax+mt2SOzefFG7wwan19zmIsWfambaI839Twg0lvBRAgeneNNwbJKYlQiA8+cT9HHMi2NFk2P6TckVb9pLJV9y+ETTyMDXHvvuEJrx5aKlgJmLa3oTbW1FB88oPl5/Unt6tUU/fIBbFWeOo9kTLEWYjNasacLCzf4dS2tFhvzP9njhbuN57qdzqhFyJ9IX7F2tLbIn3qxmrQ7zW16S0Li8UmPE2nquV9TT4ibMEF7PQ/6Tm9dOChNcz2PSklts26Kmb2t5wFF9Pxq/a94eefLwpwwgAjBo3O8KVhWSTYmc8nR6zTvr+siZRW1M6vO3Qeae+8dd6gdW9Ee/EBAKWA+fdC9UNA6siBoreidsLW2UrLgCbs5nWuU+80X1OIQXPzw1h6ntqw2mU0FZ3jqs72M/d1/qGzwLtrgqW6nc6fV9Pen24uQCxIraIi2aDIP9JTeClZxsha8reeB9vTWL35J+Ysv6sqc0Nt6HhU9FTOr9TwpUd51Xr6460VmfTRLRHsChBA8OsfbCE/BjjL6fDqVGEsCngpRVXRdpAwaOrPa8eC944nBF2Ry8XXaIj0rX3Wd2jq8eSPrli3VdJygtaK3U7t6NYenTsPqMbIDxigbORdVkdivS7FyU1WP6nlW7inm4sVfcsPSb3j962PUNWuLQkL3uh1V2Kw4uoLNxZv55vQ33UROZ/8cWYLNwxUvKq2Oyc7SW8EsTtaKZkPCLlT8+S8cmXGprqI9Wg0Ju6KnYub83HzW/HCN16KntLFUFDMHCEmWPX7NOyuora0lKSmJmpoaEj20EAeTu/5zFxtPb+SpyU9xTd41bvdV288VYeBZwETFmZh+01D91+0c/S+8pUHE3PwvGDytR09VdLCKT5/foXn/rkXeaqGyFhLS0vnZX14LWneWmsbyHNlRyL6wiuQBbiZVx6bDvP2gMZ1jtcn85csjmouSnSEBL944ioyMYtadWMfnRz/32v0YoH9JDJN2pxHTpu3cy8g0R9j471UWHr7wYV0Jna7YWls5olHUdiX9/vtIv/vuoHkteaLVYuPCZ9Z6HQEE+FV+HvfNyNNU4xVI1Plr3owkAaU2bM0P14Q8XRoOaL1+iwiPztEa4bFYbKz/x8H2n7T9gc/+mc47skCJItkDhkwAACa7SURBVHxwi7Z9G93XzGhBawGzSud6Hi2Fyp0JZiu69jRWBxExHtIcjRWwZJimSI+3HVgKNoyxBZgSd2KMPUxGxgkun7qFRXt/4jR64w0nspr44NJTNEVavUpvXfOfDHJLYn16zmBhiIwk68knNNfzdEZv0Z5Ik4GF14z0qp5HRS/FzL6mt6paqpj6/lSe3fIsW0u2itoePyAEj46RZZmSBmVwaJ8414KnYEcZyx7+muZ6bb4loNTt9BkS3HSK16h1O03V2vb3ojPLFd4WMHeu5zm5b7fHQmWAmMSkoLaie5PGUjHF2doLlT3QWAHv3wzrFzvt3ursq+O6A8tR2BhjjxCZ+RlxeU8Tm7uUmJx3ic19jeb0v7Kh7GOfRU63ZzXAppFKrZXWb99Ndcqw0U0f/jN4w159wNf0FoCltFRXtT1qeivLB/f3ktpmXbSu+5reqm+r5+/7/85tq24TtT1+QKS02tFbSstqs7Lu5Dp+tf5XAGz5yRZiIhwLJ202mW0rjrHl80Kvj697vx2bVZmV5dZkUEVS6nce2O11sbIrCnaUse7vBzR1uUXFmRgyvoFdq9+ipaHO4/6X3/drhk+Z7o9lukW2Wql4+RUq/vxn7x4oSeTMv5PEggXePS6xD8xejHXoVWwprOQ/+0r4ZEcRVY2qELdhjC1EMtUhW+IACWP8fiKSdmIwNXj3XH7E2/SWSnRCIsOnTOeccRPJGTYi+MaRGuhJegvAkJJC0pyrSJhxKbHjxoY01dXTlGhKbAQ/uCCH/OFZTBiYGpJUl6/prc7cO+pe7jj/jqD6PekdrddvIXja0ZPgWXN8DYu2LKK0saOF1hxr5pEJj9hrBwp2lPG/dw/RWONdbjsmPoKpNw7Rt9gB7XU7AEg9KlZ2xckDlSx/YafH/ayth2lr+Ezzca97fCH9Rpzfg5V5pnb1akqeXoi1VLsBI4AxNZWsJxaQmH9pu+AsxmOxeDvqXn+VfsTz0nlgqteVsHGHwQbXf9mPyFaDT+mT+NR0Ztx6Z8g8ldzhbe2WK0xZWZjnPxq08SKuWLmnmPmf7KayQXtEuyupcRFcMzo04mfN8TU8s/kZypp8H0icEpXC9wZ9j+n9pzMmc8xZL36E4PESvQgeV98AVF+QP1yyhOS9g32K6kTHRzB30UWYTDrPZO5bDp/dry2VFZMKV/3R72IHlAjaW/M3unWqttkstNYuBdlNcW8nAl2o7HNUB+XbfN5/12OIbC+SVFOKLgSPFdgeHUW50Uia1YoM/C82hs/j46jSSdGrJzpfOBKPtfD584t6dLzJP7qRiT+4TnfRHl8FsDP0UNjck2LmroRC/FhtVpbuXurzYNrOCPEjBI/X6EHwWG1WZn00yyGyAyDJEtm1g8mtOo+h5eOJssT5dPywSGP97zlYr63LCfBLZ5Y7OjrfuqNEdv4DaJ8xFYjaHdlqpfHbbdR9+SU1//oXtupq7w8iSc6Hg+5bjuXzB9hhqw9rYdMZdxeIw5s3snrpX2iucz/7zB16TXX1RAx3RQ+pLtWd258XsGCLnzXH1/DUpqf8Vpd2toofIXi8RA+CZ2vJVm5bdRvQWeSM5Nzyce2+Or4RFmmsfcvhi//nwViwM/6v23FF13oeWbZhad6MtXmT5mNExycw8877/S52alevpnThM1hKSnw+hi0pmZLbf0nktOkcrtvNqdoS+sRnIkky/z6ylsON/wOjPlNRWvHmQmCxtPK3e271OPBVC3oUP/6M9kBoxc/KPcU8sXyv1yNJtBAs8dNqaSX/w3y/iR4V9T0/td9UZFmmsrmSjNiMXimEhODxEj0Inn8fWcGfViz1i8gBpfPEGCNz2+KpREV6Z+AVNHyJ6gCBqttxhVrPo0R1vgS8EwDX/t/vGHD+aL+txx/f1mWgNjqauXNuQk4+rOsaG1/oybddb/yUtKIn8ePPaE9nVPETP206IGM9U4kpIyOgQsgf/k6eUMXPjKFmkKCivoXMhGi/CSF/FDNrpTdGgYTg8ZJQCR6bTab4cDVHvytn36ZTWBr9c1z1D2f1ua/T2K/UoeBZN3gd1WkngHU7rrBYLPzt3j/QVO3DHCkpgdTcn3PJj72PslltMlsKKymrayY92oRp33dYN6wn6au1GOpqvF9LO+of/R9+YGDLEJ3XdHkgUN9kD2/eyNo3XqGhStuYEG9Qxc+gMeNBgsaaGuKTU4IuhPwd7XFFMIRQIKM9rvCnEHLWrBJoeksUSAgeLwmm4Okscg5tLvXKP0cr9ZFVfD3gYwrTvrMXPOtl7o/vUZ12Aly3o2KzWSnav5cj325m34Yvaa7z3HLujIi4qzBGKt4+464cgHVoIuUNLaTHRdk/JJ3dXru/lH9tP0WfEwe4sGQvM05uJ7nVPxGYigR487LwFTvB+pZqs1nZ/PF7bPzgnYAcvyuhiAIFKtqjBX8LoWBEe7TgqxCy2qxsL9vOuhPr+KzgM6pbq4O36E44E0JpMWm6FUVC8HhJoAVPMESOGtXZ2ncFO/r+B1nq+NVKSJhjzay8dmVo3qQ2KxzfCAdXwK73oMmXb82Br9vpLHL2f7WuZ3UcUgwRsfl2saPSiI29kVYKImycMtmQJTDIFs6v30hq6xmqIlJAhgklR5h29BjJLdqLot2hvhvenyLx8WQDsp7np7WTEhHH95LPY2rWBGTzCCpbqkPyYXt480a+fPNvmowl/YWzKFBsYlLAIkL+qAfzF86EkDEtDa2iaOWeYp78bB/FNf752/EXzoSQyy8+8RHsqvuIl777a6iX7RRPoiiYAkkIHi8JhOAJhsjpTOeojiten/U647PGB3QddjqLnO/e98Poh8DU7fhV5NiJITLpDgwGk9u9WmmBxp2MPPYNOWWHkQKYw9dzVCfFauV79Q1MbWxCBiqNRjKsVsY0t2D/iIxNg/Ovh7xZytiEhnLFXTt3csAL18F/ET9/4kkUeSuQ/NLxFyQ8iSIpNZWDxbXs2XuMtaVt1DVbSG6ppyoyDkmSSG6ppzIqgb3pg7BJ+vubAEUgjR9exL7Wv1PdWh7q5fSIQEZlheDxEn8LnoIdZWx477BbDxd/knxRG4utDzlEdZyxeMpirhh0ReAW4neR005iDsxe1COx07keJi0mgtrjBzm961sa9m3B0ujfi1fnNJbmx7TWYS7dQvoZpQ2+NTKBqNZakquP+CyEbCiT1fQS1dEkbLzFmRCKTXd+208CKdipLn+hCqSBF4znzKl6aivOkJiais0A9RWVDrcTUpKp37SZM99+S3RLExLQFBXTo9sxLc0ktkBbZCKRrcrfXGtkQkhvN5kiKMrOpTA5CYC0NitnIozOb5sMGK11JLS1UBcRhdWYQJrF5ri9fdhngqXVb7drTZFYDE1E00h5XDWywUZicwy1UY0gSWF1uya2iX0TGnl4sv/qSoXg8RJ/Ch533i3+Jj4liouvy6My+7i9pd0dfovwqMKmvrTjgnJopX9Fjsq0+XDJg90uUg4FvRrqYT7dcYK4hs0MrC/i3KoKYqwBiLhJ8UTETvda7LijJ0IoVFGdgAgbf+GNQHJx2xadRnGRxJFdu9i7axNNDfWhflVhRDTGqOFIpkHt798mZGJ1f9tmKcTaur+LyWg0BlM2NmuJZvNRAUhSLGdSZaY/fJdfRI8QPF7iL8HT4c7bjNap5d4SHR/BuRPNDDo/g+y8ZAwGyW5aWNZY5rS10ecaHi+FjWyDxvJILM1GjFHK4EFri2+326LSKMyYQ9vQSwGZhtJyYjPTONVUyLHDBWyvi6SpxUqKpcpe95JiqaLKlExSWyPJlhqqTYkgQ7aliKS2NiKsAbjcyjIgERkxGil+GlKQwuPOhFBkax0NkbBnUCIH+tRxIlMixppIo0n5VhtrSaAxopbixAKP0UAtdMvjF/yHjB3/ZExlkU/CxiYbKG4dRoMthVipGlmSaLIl6er2sZaxHGqaRrOsRARk2YbNUoStrcDJBVEgELiiLi2Bx/7ydo/TW0LweIm/BE/RwSo+fX6HH1emYIqF4ZP6OoicrqheDuB8+nO3oXPOxExDOXJUKo37jmDZuwFj+SZortEkVOpPR1N7PAZrS+C+w8tAZVw0LREmItsUI8DWTrfLEuM4nRJPa4T72hl/Et3axvDTZzDXNHIsdxaFA76n3CHptyi4yVTHofRvOZ6yF2gXQp1FUdfbtmgGGcZzwYCR9E+Loba6ntSURPJSzqWlwUJsfCSyBE11rcTGmZBL99BUsIvYU6uQW2p9EhLhiBA/AoF2JCmWCxfez+RBU3p0HCF4vMRfgufA5mLWvrHf7T7qhyJyg9swaquxkZL4vRSlnOQH557HeXISsamZIBloPFPi9PaWE9v4sH4XCafrSG4wUhNjAUkiqVG5nWCKZarUn2FJ8QxgA8eOtFDfEk1cRDMyUF0Vh7XEgK3V4CAkWiNMRLVZSG1o1hy38iROvL0dCjHjkvY/m7zSKs4prXI4J2Xpozh0zo9ojU4JzdoEukCIH4HAM8nnDOH2p//Qo2NovX7r4MrRuyiyHbPfdiZsnOeBnWMA+tRCn9Nwcu8uTmpcwwTigXgAsjttV28foZYj1II8qCMKoc7giwT6uz52RJuVnOo6MmsUP5iwECcBILrNwvDTZ8iq6e6Lk1mxi4yK78Im2iMIDJJkwBjRD2NEP0wxlwjxIxA4wVDd8wGwWumdV6MQ0pheSavUjLG5nLam9SD3rmLGtggjxzKSOZaRHOqlBJ2INgs51fWYaxo8RrokZAYeX0lcQzGHz/kRLSLac1bjTPz4+kVIIOhNmDP6BO259Gk+ALz44osMGDCA6OhoJk6cyJYtW9zu/8EHHzB06FCio6M577zzWLFiRZBW6siZ6giyjv+TtsbP9S92RNTBIxFtFgaUVzPxSBH5+44z/PQZ0rxI62VW7GLyN49xwc4X6HtyLRGtofduEYQWu/iJHIopsj/GyFwiYqcRlXQXEfE/whg1BqSYUC9TIAg4khTLjId+EbTn02WE57333mPevHm8/PLLTJw4kRdeeIFZs2Zx8OBBMjO7zyLauHEjN9xwA8888wzf+973eOedd7j66qvZvn07I0eODOrasw40UBBVD7IpUE1aggDjTSRHCxIyKdWHSak+TF7BJ1Qnn0N52nmUmifQFtmzAbGC3oOnKJDnFmmBILzI7TOY6Li4oD2fLouWJ06cyPjx4/nLX/4CgM1mo1+/ftx///088sgj3fa//vrraWho4PPPP7dvu/DCCxk9ejQvv/yypuf0V9Hy/554iK373RctC/SHv0WOO2xJCdRNH43x4guprYimvNBGTZUZS2vIHWoEYYTW5gchkAR6Q5Jiye0zmGuXPOOX44Vt0XJrayvbtm3j0UcftW8zGAzk5+ezadMmp4/ZtGkT8+bNc9g2a9YsPv30U5fP09LSQktLhwtyrV/GCUBinO70o8AFgRY53gxGVMeQNNS22Fu8j+2uCMpIEkF4okaEtGCMzO0WNYqS6siK2Em/yCPYJIl6SxyJxvqA3T7ZEMfpBpkWm24rKTQRERFJYnQSdc01tLa1OmzPSsqmb79cZAnqKqpJTEsO+e341CRqmiw0VFUTm5wESDRWh+52fFoqMx76RVAjOyq6EzwVFRVYrVbMZrPDdrPZzIEDB5w+pqSkxOn+JW6G4D3zzDM8+eSTPV9wF1JHjYJvna9TEHq8FTlqNCZyymTOSclDrqx2mNfj6ra3E58NBomcIY6Fzf2GpnLRtXlCCOmU6Bg4N6+JgUNiFE+hqjpik+N1frs/TVV1xKUmkN1PwtCU7bXLtK+3xzeUY4tOpeh4EfXlxR4tNtzeTsuGrBE01tW5nB0WiNud55Gps9Xqq6v8PshVEBh0J3iCxaOPPuoQFaqtraVfP23fltzRd8b1xL3xDxqsRv0XBcuy/tfoIxFRkaRkpZJ17jnIMtSXlZCU1YexQyYhVdcGRLQEAm+EUFNdq8fb4SCWVCfxgSPTNb+uYN+OS4xyaQAqcI0B6Oe/qSshxWAw0m/E+aFehsALdCd40tPTMRqNlJaWOmwvLS0lKyvL6WOysrK82h8gKiqKqKioni+4CwZTJJf+8HKWv7+6VwuKUBKdmMjwi11PiD4bvm05E0Ja6IlYEkJCIBCEM7oTPJGRkYwdO5a1a9dy9dVXA0rR8tq1a7nvvvucPmbSpEmsXbuWBx54wL7tP//5D5MmTQrCiruTd+0vmQN8+ckX1Lc5P8VqasWTgZ+vt5siIjllzuBYsmI3GCMVcyylApupjaRGI9XxVrYNbmZsQTTJ9Y6OzNVxVk5kSkS3GWmKVMZG9CuLYdDpeGK8LKxtjrQRObIf502cBkBVZRkpqZlOb6elZZGXkkezmzD12SBmAo2vYkkgEAjCGV12ab333nvMnTuXV155hQkTJvDCCy/w/vvvc+DAAcxmM7fccgs5OTk884xS4b1x40amTp3KokWLuPLKK3n33XdZuHChV23p/pyWrmKztFK0/gPqy4uITc6k+XgRDSXFxJuzyMpIRy4/jZSRzcmqJlpLThFhzgEk2kpPEWHuR0PKEBrKzhBnzkQdnqnpdnYWlhHnU9FkcZgcnhpr4nDdbk7VltAil/FNxb8payrT/HokGQbXpTM5cSzn5Y4F3AuY9Iw+TJv0fSJMkX45nwKBQCAQdCVsu7RAaTMvLy/n8ccfp6SkhNGjR7Ny5Up7YfKJEycwGDoq/SdPnsw777zDb37zG+bPn09eXh6ffvpp0D14umIwRdIv/0aP+40IwlpUptBR3G21/ZLtZdspbywnLSZNmXbdXOnydkZsBmMyx/R4sq1AIBAIBMFGlxGeUBCICI9AIBAIBILAovX6Hd6GCAKBQCAQCAQaEIJHIBAIBAJBr0cIHoFAIBAIBL0eIXgEAoFAIBD0eoTgEQgEAoFA0OsRgkcgEAgEAkGvRwgegUAgEAgEvR4heAQCgUAgEPR6hOARCAQCgUDQ69HlaIlQoBpO19bWhnglAoFAIBAItKJetz0NjhCCp526ujoA+vXrF+KVCAQCgUAg8Ja6ujqSkpJc3i9mabVjs9k4ffo0CQkJSJLkt+PW1tbSr18/Tp48KWZ0aUCcL+2Ic6Udca60I86VdsS50k4gz5Usy9TV1dGnTx+HweJdERGedgwGA3379g3Y8RMTE8UfhBeI86Udca60I86VdsS50o44V9oJ1LlyF9lREUXLAoFAIBAIej1C8AgEAoFAIOj1CMETYKKioliwYAFRUVGhXkpYIM6XdsS50o44V9oR50o74lxpRw/nShQtCwQCgUAg6PWICI9AIBAIBIJejxA8AoFAIBAIej1C8AgEAoFAIOj1CMEjEAgEAoGg1yMEjw+8+OKLDBgwgOjoaCZOnMiWLVs0Pe7dd99FkiSuvvpqh+2yLPP444+TnZ1NTEwM+fn5HD58OAArDz7+Ple33norkiQ5/Js9e3YAVh58vDlXb775ZrfzEB0d7bCPeF8paDlXvfl9Bd7/HVZXV3PvvfeSnZ1NVFQU5557LitWrOjRMcMFf5+rJ554ott7a+jQoYF+GUHBm3M1bdq0budBkiSuvPJK+z4B/8ySBV7x7rvvypGRkfLrr78u7927V77jjjvk5ORkubS01O3jCgsL5ZycHHnKlCny97//fYf7Fi1aJCclJcmffvqpvGvXLnnOnDnywIED5aampgC+ksATiHM1d+5cefbs2XJxcbH9X2VlZQBfRXDw9ly98cYbcmJiosN5KCkpcdhHvK8UtJyr3vq+kmXvz1dLS4s8btw4+YorrpC/+uorubCwUF6/fr28c+dOn48ZLgTiXC1YsEAeMWKEw3urvLw8WC8pYHh7rs6cOeNwDvbs2SMbjUb5jTfesO8T6M8sIXi8ZMKECfK9995r/9lqtcp9+vSRn3nmGZePsVgs8uTJk+VXX31Vnjt3rsNF3GazyVlZWfLvf/97+7bq6mo5KipK/uc//xmQ1xAs/H2uZFl2uq034O25euONN+SkpCSXxxPvqw48nStZ7r3vK1n2/ny99NJL8qBBg+TW1la/HTNcCMS5WrBggTxq1Ch/LzXk9PQ98Pzzz8sJCQlyfX29LMvB+cwSKS0vaG1tZdu2beTn59u3GQwG8vPz2bRpk8vHPfXUU2RmZnL77bd3u6+wsJCSkhKHYyYlJTFx4kS3x9Q7gThXKuvXryczM5MhQ4Zwzz33cObMGb+uPdj4eq7q6+vJzc2lX79+fP/732fv3r32+8T7yhF350qlt72vwLfztXz5ciZNmsS9996L2Wxm5MiRLFy4EKvV6vMxw4FAnCuVw4cP06dPHwYNGsSNN97IiRMnAvpaAo0/3gOvvfYaP/7xj4mLiwOC85klBI8XVFRUYLVaMZvNDtvNZjMlJSVOH/PVV1/x2muvsXTpUqf3q4/z5pjhQCDOFcDs2bN56623WLt2LYsXL+a///0vl19+ebcPmHDCl3M1ZMgQXn/9df71r3/x9ttvY7PZmDx5MqdOnQLE+6ozns4V9M73Ffh2vo4ePcqHH36I1WplxYoVPPbYY/zhD3/gd7/7nc/HDAcCca4AJk6cyJtvvsnKlSt56aWXKCwsZMqUKdTV1QX09QSSnr4HtmzZwp49e/jZz35m3xaMzywxLT2A1NXVcfPNN7N06VLS09NDvRxdo/Vc/fjHP7bfPu+88zj//PMZPHgw69ev59JLLw3GUnXBpEmTmDRpkv3nyZMnM2zYMF555RV++9vfhnBl+kPLuRLvqw5sNhuZmZn87W9/w2g0MnbsWIqKivj973/PggULQr08XaHlXF1++eX2/c8//3wmTpxIbm4u77//vttIdm/mtdde47zzzmPChAlBfV4heLwgPT0do9FIaWmpw/bS0lKysrK67V9QUMCxY8e46qqr7NtsNhsAJpOJgwcP2h9XWlpKdna2wzFHjx4dgFcRHAJxrgYPHtztcYMGDSI9PZ0jR46E7YXJ23PljIiICC644AKOHDkCIN5Xbuh6rpzRG95X4Nv5ys7OJiIiAqPRaN82bNgwSkpKaG1t9cvvQI8E4lxFRkZ2e0xycjLnnnuu2/ef3unJe6ChoYF3332Xp556ymF7MD6zRErLCyIjIxk7dixr1661b7PZbKxdu9bhG6TK0KFD2b17Nzt37rT/mzNnDtOnT2fnzp3069ePgQMHkpWV5XDM2tpaNm/e7PSY4UIgzpUzTp06xZkzZxz+QMINb8+VM6xWK7t377afB/G+ck3Xc+WM3vC+At/O10UXXcSRI0fsXzgADh06RHZ2NpGRkX75HeiRQJwrZ9TX11NQUBDW762evAc++OADWlpauOmmmxy2B+Uzyy+lz2cR7777rhwVFSW/+eab8r59++Q777xTTk5Otre53nzzzfIjjzzi8vHOukEWLVokJycny//617/k7777Tv7+97/fa9qH/Xmu6urq5AcffFDetGmTXFhYKK9Zs0YeM2aMnJeXJzc3Nwf65QQUb8/Vk08+Ka9atUouKCiQt23bJv/4xz+Wo6Oj5b1799r3Ee8rBU/nqje/r2TZ+/N14sQJOSEhQb7vvvvkgwcPyp9//rmcmZkp/+53v9N8zHAlEOfq17/+tbx+/Xq5sLBQ/vrrr+X8/Hw5PT1dLisrC/rr8ye+fr5ffPHF8vXXX+/0mIH+zBKCxwf+/Oc/y/3795cjIyPlCRMmyN988439vqlTp8pz5851+Vhngsdms8mPPfaYbDab5aioKPnSSy+VDx48GKDVBxd/nqvGxkZ55syZckZGhhwRESHn5ubKd9xxR9h/yKp4c64eeOAB+75ms1m+4oor5O3btzscT7yvFDydq97+vpJl7/8ON27cKE+cOFGOioqSBw0aJD/99NOyxWLRfMxwxt/n6vrrr5ezs7PlyMhIOScnR77++uvlI0eOBOvlBBRvz9WBAwdkQF69erXT4wX6M0uSZVn2T6xIIBAIBAKBQJ+IGh6BQCAQCAS9HiF4BAKBQCAQ9HqE4BEIBAKBQNDrEYJHIBAIBAJBr0cIHoFAIBAIBL0eIXgEAoFAIBD0eoTgEQgEAoFA0OsRgkcgEOiOJ554QlczvyRJ4tNPP/X6ceq8vEBPxq6oqCAzM9NhArxAIHBECB6B4Czl5ZdfJiEhAYvFYt9WX19PREQE06ZNc9h3/fr1SJJEQUFBkFcZXPwttB599FHuv/9+EhIS/HZMZ6Snp3PLLbeIaeYCgRuE4BEIzlKmT59OfX093377rX3bhg0byMrKYvPmzTQ3N9u3r1u3jv79+zudWC9wzokTJ/j888+59dZbg/J8P/3pT/nHP/5BZWVlUJ5PIAg3hOARCM5ShgwZQnZ2NuvXr7dvW79+Pd///vcZOHAg33zzjcP26dOnA/D3v/+dcePGkZCQQFZWFj/5yU8oKysDlInJffv25aWXXnJ4rh07dmAwGDh+/DgA1dXV/OxnPyMjI4PExERmzJjBrl273K731VdfZdiwYURHRzN06FD++te/2u87duwYkiTx8ccfM336dGJjYxk1ahSbNm1yOMbSpUvp168fsbGxXHPNNSxZsoTk5GQA3nzzTZ588kl27dqFJElIksSbb75pf2xFRQXXXHMNsbGx5OXlsXz5crfrff/99xk1ahQ5OTn2bc4iSC+88AIDBgyw/3zrrbdy9dVXs3DhQsxmM8nJyTz11FNYLBYeeughUlNT6du3L2+88YbDcUaMGEGfPn345JNP3K5LIDhbEYJHIDiLmT59OuvWrbP/vG7dOqZNm8bUqVPt25uamti8ebNd8LS1tfHb3/6WXbt28emnn3Ls2DF7FMNgMHDDDTfwzjvvODzPP/7xDy666CJyc3MB+NGPfkRZWRlffPEF27ZtY8yYMVx66aUuoxP/+Mc/ePzxx3n66afZv38/Cxcu5LHHHmPZsmUO+/3f//0fDz74IDt37uTcc8/lhhtusKfsvv76a+6++25++ctfsnPnTi677DKefvpp+2Ovv/56fv3rXzNixAiKi4spLi7m+uuvt9//5JNPct111/Hdd99xxRVXcOONN7qNpmzYsIFx48a5Pf+u+PLLLzl9+jT/+9//WLJkCQsWLOB73/seKSkpbN68mbvvvpu77rqrW83OhAkT2LBhg0/PKRD0evw2hlQgEIQdS5culePi4uS2tja5trZWNplMcllZmfzOO+/Il1xyiSzLsrx27VoZkI8fP+70GFu3bpUBua6uTpZlWd6xY4csSZJ9f6vVKufk5MgvvfSSLMuyvGHDBjkxMVFubm52OM7gwYPlV155RZZlWV6wYIE8atQoh/veeecdh/1/+9vfypMmTZJlWZYLCwtlQH711Vft9+/du1cG5P3798uyrEytvvLKKx2OceONN8pJSUn2n7s+rwog/+Y3v7H/XF9fLwPyF1984fScyLIsjxo1Sn7qqacctjk7/vPPPy/n5ubaf547d66cm5srW61W+7YhQ4bIU6ZMsf9ssVjkuLg4+Z///KfDsX71q1/J06ZNc7kmgeBsRkR4BIKzmGnTptHQ0MDWrVvZsGED5557LhkZGUydOtVex7N+/XoGDRpE//79Adi2bRtXXXUV/fv3JyEhgalTpwJKzQrA6NGjGTZsmD3K89///peysjJ+9KMfAbBr1y7q6+tJS0sjPj7e/q+wsNBpUXRDQwMFBQXcfvvtDvv/7ne/67b/+eefb7+dnZ0NYE+3HTx4kAkTJjjs3/Vnd3Q+dlxcHImJifZjO6OpqYno6GjNx+/MiBEjMBg6Pp7NZjPnnXee/Wej0UhaWlq354+JiaGxsdGn5xQIejumUC9AIBCEjnPOOYe+ffuybt06qqqq7OKlT58+9OvXj40bN7Ju3TpmzJgBKOJj1qxZzJo1i3/84x9kZGRw4sQJZs2aRWtrq/24N954I++88w6PPPII77zzDrNnzyYtLQ1QOsG61g6pqPU0namvrweU+puJEyc63Gc0Gh1+joiIsN+WJAlQ6or8Qedjq8d3d+z09HSqqqo8HtdqtWp6Li3PX1lZSUZGhsfnFAjORoTgEQjOcqZPn8769eupqqrioYcesm+/5JJL+OKLL9iyZQv33HMPAAcOHODMmTMsWrSIfv36ATh0ean85Cc/4Te/+Q3btm3jww8/5OWXX7bfN2bMGEpKSjCZTA7Fuq4wm8306dOHo0ePcuONN/r8OocMGcLWrVsdtnX9OTIy0qkA8YULLriAffv2ddteWlrq8PPRo0f98nwAe/bs6WYpIBAIFERKSyA4y5k+fTpfffUVO3futEd4AKZOncorr7xCa2urvWC5f//+REZG8uc//5mjR4+yfPlyfvvb33Y75oABA5g8eTK33347VquVOXPm2O/Lz89n0qRJXH311axevZpjx46xceNG/u///s+peAKlYPiZZ57hT3/6E4cOHWL37t288cYbLFmyRPPrvP/++1mxYgVLlizh8OHDvPLKK3zxxRf2SJC67sLCQnbu3ElFRQUtLS2aj9+VWbNmsWnTpm4CqqSkhKeeeoqjR4/y0Ucf8fe//52qqioOHDjg83MBNDY2sm3bNmbOnNmj4wgEvRUheASCs5zp06fT1NTEOeecg9lstm+fOnUqdXV19vZ1gIyMDN58800++OADhg8fzqJFi3juueecHvfGG29k165dXHPNNcTExNi3S5LEihUruOSSS/jpT3/Kueeey49//GOOHz/u8Pyd+dnPfsarr77KG2+8wXnnncfUqVN58803GThwoObXedFFF/Hyyy+zZMkSRo0axcqVK/nVr37lUGdz7bXXMnv2bKZPn05GRgb//Oc/NR+/K5dffjkmk4k1a9Y4bB85ciSHDh1ixIgRPPbYY7z66qtERkby4IMP+vxcAP/617/o378/U6ZM6dFxBILeiiTLshzqRQgEAkEouOOOOzhw4EDAWrlffPFFli9fzqpVqwDFh+fTTz9l586dfn+uCy+8kF/84hf85Cc/8fuxBYLegKjhEQgEZw3PPfccl112GXFxcXzxxRcsW7bMwcDQ39x1111UV1dTV1cX0PESFRUV/OAHP+CGG24I2HMIBOGOiPAIBIKzhuuuu47169dTV1fHoEGDuP/++7n77ruD9vyBjPAIBAL3CMEjEAgEAoGg1yOKlgUCgUAgEPR6hOARCAQCgUDQ6xGCRyAQCAQCQa9HCB6BQCAQCAS9HiF4BAKBQCAQ9HqE4BEIBAKBQNDrEYJHIBAIBAJBr0cIHoFAIBAIBL0eIXgEAoFAIBD0ev4/88ARPz1PRuoAAAAASUVORK5CYII=", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# variables to adapt to your simulation\n", "monitor_name = \"ref_spec\"\n", "# ------------------------------------\n", "\n", "import matplotlib.pyplot as plt\n", "import tidy3d.web as web\n", "\n", "# Define the simulation list\n", "sim_list = [\n", "    {\"task_id\": \"sw-5f2a3905-a835-46ea-9a5b-b33923925b454\", \"variables\": {\"period\": 0.38}},\n", "    {\"task_id\": \"sw-a05473ab-f17e-4b03-a6c4-53ae3df47f211\", \"variables\": {\"period\": 0.32}},\n", "    {\"task_id\": \"sw-9494afda-cb41-4c85-815f-a767d86a20805\", \"variables\": {\"period\": 0.4}},\n", "    {\"task_id\": \"sw-7126922d-64cd-4366-b6fe-1dde9055b4b63\", \"variables\": {\"period\": 0.36}},\n", "    {\"task_id\": \"sw-a07f0f54-b5f6-4b4b-804b-f5f8b8b3a6940\", \"variables\": {\"period\": 0.3}},\n", "    {\"task_id\": \"sw-b0d69553-4621-43cc-9f7c-6a4bd856f7c32\", \"variables\": {\"period\": 0.34}},\n", "]\n", "\n", "for id, sim in enumerate(sim_list):\n", "    task_id = sim[\"task_id\"]\n", "    variables = sim[\"variables\"]\n", "\n", "    # print(f\"Processing simulation {id}: {task_id}\")\n", "    # print(\"Variables: \", variables)\n", "\n", "    # Create filename from variables dictionary\n", "    var_strings = [f\"{key}_{value}\" for key, value in variables.items()]\n", "    filename = f\"./sim_{id}_{'_'.join(var_strings)}.hdf5\"\n", "\n", "    # Load and save the simulation\n", "    sim_data = web.load(task_id, path=filename, verbose=False)\n", "\n", "    # Process the simulation data\n", "    freqs = sim_data[monitor_name].flux.f  # Get the frequencies\n", "    flux = sim_data[monitor_name].flux.values  # Get the flux values\n", "\n", "    # Plot the flux spectrum as a function of wavelength\n", "    plt.plot(td.C_0 / freqs, flux, \"-o\", label=var_strings[0])  # Changing the line style to '-o'\n", "\n", "\n", "# Add labels and title\n", "plt.xlabel(\"Wavelength (\u00b5m)\")\n", "plt.ylabel(\"Flux (W/m$^2$)\")\n", "plt.title(\"Flux Spectrum for Different Designs\")\n", "plt.legend()  # Add a legend to differentiate between designs\n", "\n", "plt.show()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Processing Field Data <a name=\"3\"></a>\n", "\n", "Another common use is to process field data from 2D field monitors. To plot the fields, you can simply call the [SimulationData.plot_field](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.components.data.sim_data.AbstractYeeGridSimulationData.html#tidy3d.components.data.sim_data.AbstractYeeGridSimulationData.plot_field) method, specifying the monitor name, field component or field modulus to plot, and the type of data (real part, imaginary part, absolute value, etc.).\n", "\n", "In the following example, we will plot the real part of the Ez field component for each monitor, side by side."]}, {"cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 1800x300 with 12 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# Variables to adapt to your simulation\n", "monitor_name = \"field_R\"\n", "field_component = \"Ez\"\n", "field_type = \"real\"\n", "frequency = 475861056012720.6\n", "# ------------------------------------\n", "\n", "import matplotlib.pyplot as plt\n", "import tidy3d as td\n", "import tidy3d.web as web\n", "\n", "# Define the simulation list\n", "sim_list = [\n", "    {\"task_id\": \"sw-5f2a3905-a835-46ea-9a5b-b33923925b454\", \"variables\": {\"period\": 0.38}},\n", "    {\"task_id\": \"sw-a05473ab-f17e-4b03-a6c4-53ae3df47f211\", \"variables\": {\"period\": 0.32}},\n", "    {\"task_id\": \"sw-9494afda-cb41-4c85-815f-a767d86a20805\", \"variables\": {\"period\": 0.4}},\n", "    {\"task_id\": \"sw-7126922d-64cd-4366-b6fe-1dde9055b4b63\", \"variables\": {\"period\": 0.36}},\n", "    {\"task_id\": \"sw-a07f0f54-b5f6-4b4b-804b-f5f8b8b3a6940\", \"variables\": {\"period\": 0.3}},\n", "    {\"task_id\": \"sw-b0d69553-4621-43cc-9f7c-6a4bd856f7c32\", \"variables\": {\"period\": 0.34}},\n", "]\n", "\n", "fig, Ax = plt.subplots(ncols=6, figsize=(18, 3))  # width=18, height=3 in inches\n", "for id, sim in enumerate(sim_list):\n", "    task_id = sim[\"task_id\"]\n", "    variables = sim[\"variables\"]\n", "\n", "    # print(f\"Processing simulation {id}: {task_id}\")\n", "    # print(\"Variables: \", variables)\n", "\n", "    # Create filename from variables dictionary\n", "    var_strings = [f\"{key}_{value}\" for key, value in variables.items()]\n", "    filename = f\"./sim_{id}_{'_'.join(var_strings)}.hdf5\"\n", "\n", "    # Load and save the simulation\n", "    sim_data = web.load(task_id, path=filename, verbose=False)\n", "\n", "    # Plot the fields\n", "    sim_data.plot_field(monitor_name, field_component, field_type, f=frequency, ax=Ax[id])\n", "    Ax[id].set_title(var_strings[0])  # Set the title of each subplot\n", "\n", "plt.show()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Working With Components\n", "\n", "To access field components from the field monitor, you just need to call `sim_data[monitor_name].field_component`. With that, you have the freedom to perform any kind of operation with the field components.\n", "\n", "In the next example, we will calculate |E|, use the `sel` method to select the desired frequency and coordinate, and plot the `x=0` phase profile of the $E_x$ component.\n", "\n", "For this, we will use [NumPy](https://numpy.org/_), a popular Python library for numerical computing, especially with arrays and matrices.\n", "\n", "[`np.angle`](https://numpy.org/doc/stable/reference/generated/numpy.angle.html) returns the angle (or phase) of complex numbers, in radians.\n", "\n", "[`np.unwrap`](https://numpy.org/doc/stable/reference/generated/numpy.unwrap.html) corrects phase angles to remove jumps greater than $\\pi$, making the phase continuous."]}, {"cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# Variables to adapt to your simulation\n", "monitor_name = \"field_R\"\n", "field_component = \"Ex\"\n", "field_type = \"real\"\n", "frequency = 475861056012720.6\n", "x_coordinate = 0\n", "y_coordinate = 0\n", "# ------------------------------------\n", "\n", "import matplotlib.pyplot as plt  # Import matplotlib for plotting\n", "import numpy as np  # Import numpy for numerical operations\n", "import tidy3d as td\n", "import tidy3d.web as web\n", "\n", "# Define the simulation list\n", "sim_list = [\n", "    {\"task_id\": \"sw-5f2a3905-a835-46ea-9a5b-b33923925b454\", \"variables\": {\"period\": 0.38}},\n", "    {\"task_id\": \"sw-a05473ab-f17e-4b03-a6c4-53ae3df47f211\", \"variables\": {\"period\": 0.32}},\n", "    {\"task_id\": \"sw-9494afda-cb41-4c85-815f-a767d86a20805\", \"variables\": {\"period\": 0.4}},\n", "    {\"task_id\": \"sw-7126922d-64cd-4366-b6fe-1dde9055b4b63\", \"variables\": {\"period\": 0.36}},\n", "    {\"task_id\": \"sw-a07f0f54-b5f6-4b4b-804b-f5f8b8b3a6940\", \"variables\": {\"period\": 0.3}},\n", "    {\"task_id\": \"sw-b0d69553-4621-43cc-9f7c-6a4bd856f7c32\", \"variables\": {\"period\": 0.34}},\n", "]\n", "\n", "fig, ax = plt.subplots()  # Create a single axis for plotting\n", "for id, sim in enumerate(sim_list):\n", "    task_id = sim[\"task_id\"]\n", "    variables = sim[\"variables\"]\n", "\n", "    # print(f\"Processing simulation {id}: {task_id}\")\n", "    # print(\"Variables: \", variables)\n", "\n", "    # Create filename from variables dictionary\n", "    var_strings = [f\"{key}_{value}\" for key, value in variables.items()]\n", "    filename = f\"./sim_{id}_{'_'.join(var_strings)}.hdf5\"\n", "\n", "    # Load and save the simulation\n", "    sim_data = web.load(task_id, path=filename, verbose=False)\n", "\n", "    # Calculate E\n", "    field = sim_data[monitor_name].field_components[field_component]\n", "    selected_field = field.sel(f=frequency, x=x_coordinate, y=y_coordinate)\n", "    angle = np.angle(selected_field.values)  # Calculate the phase angle\n", "    ax.plot(selected_field.z, np.unwrap(angle), label=var_strings[0])  # Plot the phase profile\n", "\n", "ax.set_xlabel(\"z (\u00b5m)\")\n", "ax.set_ylabel(\"Phase (radians)\")\n", "ax.set_title(f\"Phase Profile of {field_component} at x={x_coordinate} \u00b5m, y={y_coordinate} \u00b5m\")\n", "ax.legend()\n", "\n", "plt.show()"]}, {"cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# Variables to adapt to your simulation\n", "monitor_name = \"field_R\"\n", "field_component = \"Ex\"\n", "field_type = \"real\"\n", "frequency = 475861056012720.6\n", "x_coordinate = 0\n", "y_coordinate = 0\n", "# ------------------------------------\n", "\n", "import matplotlib.pyplot as plt  # Import matplotlib for plotting\n", "import numpy as np  # Import numpy for numerical operations\n", "import tidy3d as td\n", "import tidy3d.web as web\n", "\n", "design_task_id = [\n", "    \"sw-5f2a3905-a835-46ea-9a5b-b33923925b454\",\n", "    \"sw-a05473ab-f17e-4b03-a6c4-53ae3df47f211\",\n", "    \"sw-9494afda-cb41-4c85-815f-a767d86a20805\",\n", "    \"sw-7126922d-64cd-4366-b6fe-1dde9055b4b63\",\n", "    \"sw-a07f0f54-b5f6-4b4b-804b-f5f8b8b3a6940\",\n", "    \"sw-b0d69553-4621-43cc-9f7c-6a4bd856f7c32\",\n", "]\n", "\n", "fig, ax = plt.subplots()  # Create a single axis for plotting\n", "for id, task_id in enumerate(design_task_id):\n", "    # Load and save the design optimization simulations\n", "    sim_data = web.load(task_id, path=f\"./sim_{id}.hdf5\", verbose=False)\n", "\n", "    # Calculate E\n", "    field = sim_data[monitor_name].field_components[field_component]\n", "    selected_field = field.sel(f=frequency, x=x_coordinate, y=y_coordinate)\n", "    angle = np.angle(selected_field.values)  # Calculate the phase angle\n", "    ax.plot(selected_field.z, np.unwrap(angle))\n", "\n", "ax.set_xlabel(\"z (\u00b5m)\")\n", "ax.set_ylabel(\"Phase (radians)\")\n", "ax.set_title(f\"Phase Profile of {field_component} at x={x_coordinate} \u00b5m, y={y_coordinate} \u00b5m\")\n", "\n", "plt.show()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Note that the field component can also be accessed as `field = sim_data[monitor_name].Ex`."]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Processing Mode Monitor Data <a name=\"4\"></a>\n", "\n", "Now, we demonstrate how to process mode data from a [ModeMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeMonitor.html). The [ModeMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeMonitor.html) records a complete mode analysis for each mode, including amplitude, phase, effective index, etc.\n", "\n", "In the following example, we will use data from our [Edge Coupler](https://tidy3d.simulation.cloud/workbench?taskId=pa-b6b0c5de-7a23-42fc-a35e-399e0ea3beff) example, where we analyze the modes as a function of the taper length.\n", "\n", "Let's iterate through each design and plot the transmittance, which is simply the absolute square of the mode amplitude."]}, {"cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# Variables to adapt to your simulation\n", "monitor_name = \"mode_monitor\"\n", "mode_index = 0  # Index of the mode to analyze\n", "direction = \"+\"  # The direction of the mode, can be '+' or '-'\n", "# ------------------------------------\n", "\n", "import matplotlib.pyplot as plt\n", "import tidy3d as td\n", "import tidy3d.web as web\n", "\n", "# Define the simulation list\n", "sim_list = [\n", "    {\"task_id\": \"sw-8738b266-4733-48da-aa13-11b4397872bf1\", \"variables\": {\"taper_l\": 25}},\n", "    {\"task_id\": \"sw-e490dc15-217f-49b3-a4f5-0675c92d85b80\", \"variables\": {\"taper_l\": 10}},\n", "    {\"task_id\": \"sw-b91352e9-fb81-4880-9394-3399fa724fc13\", \"variables\": {\"taper_l\": 100}},\n", "    {\"task_id\": \"sw-f48edeeb-5372-4bfb-acbf-c7f3199d0fc52\", \"variables\": {\"taper_l\": 50}},\n", "]\n", "\n", "ax = None  # Create the ax variable\n", "for id, sim in enumerate(sim_list):\n", "    task_id = sim[\"task_id\"]\n", "    variables = sim[\"variables\"]\n", "\n", "    # print(f\"Processing simulation {id}: {task_id}\")\n", "    # print(\"Variables: \", variables)\n", "\n", "    # Create filename from variables dictionary\n", "    var_strings = [f\"{key}_{value}\" for key, value in variables.items()]\n", "    filename = f\"./sim_{id}_{'_'.join(var_strings)}.hdf5\"\n", "\n", "    # Load and save the simulation\n", "    sim_data = web.load(task_id, path=filename, verbose=False)\n", "\n", "    # Plot the |amp|^2\n", "    mode_amplitudes = sim_data[monitor_name].amps.sel(mode_index=mode_index, direction=direction)\n", "    transmittance = mode_amplitudes.abs**2\n", "    ax = transmittance.plot(ax=ax, label=var_strings[0])[0].axes  # Get the axes from the plot\n", "\n", "ax.set_ylabel(\"Transmittance\")\n", "ax.legend()\n", "\n", "plt.show()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Process Mode Solver Data <a name=\"5\"></a>"]}, {"cell_type": "markdown", "metadata": {}, "source": ["We can also run sweeps using the [ModeSolver](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.plugins.mode.ModeSolver.html).\n", "\n", "In this case, it is useful to use the `sim_data[monitor_name].to_dataframe()` method to create a [Pandas DataFrame](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.html) object containing full mode information, and easily access the real (\"n eff\") and imaginary (\"k eff\") parts of the effective index, as well as the mode area and group index if [calculated in the simulation](https://docs.flexcompute.com/projects/tidy3d/en/v2.7.6/faq/docs/faq/how-do-i-plot-the-mode-group-index-versus-wavelength.html)."]}, {"cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# Variables to adapt to your simulation\n", "mode_index = 0  # Index of the mode to analyze\n", "quantity_of_interest = \"n eff\"  # Can be 'n eff', 'k eff' or 'mode area'\n", "# ------------------------------------\n", "\n", "import matplotlib.pyplot as plt\n", "import tidy3d as td\n", "import tidy3d.web as web\n", "\n", "# Define the simulation list\n", "sim_list = [\n", "    {\"task_id\": \"sw-db60f8aa-3196-4361-b694-48f6100a4b474\", \"variables\": {\"sidewall_angle\": 8}},\n", "    {\"task_id\": \"sw-3340fb2a-9627-40f0-a1d0-b5d67128f78914\", \"variables\": {\"sidewall_angle\": 28}},\n", "    {\"task_id\": \"sw-8e22ae40-3b92-4221-9bf6-25c9104cd8ec11\", \"variables\": {\"sidewall_angle\": 22}},\n", "    {\"task_id\": \"sw-608fd3e1-ad5c-41ca-a382-247268204ffb3\", \"variables\": {\"sidewall_angle\": 6}},\n", "    {\"task_id\": \"sw-809cc1e1-0fd5-4f44-8454-fc1aea75df2e1\", \"variables\": {\"sidewall_angle\": 2}},\n", "    {\"task_id\": \"sw-0fb58701-c820-4090-a309-ebbda46a86ca12\", \"variables\": {\"sidewall_angle\": 24}},\n", "    {\"task_id\": \"sw-6dc7d32b-7ab6-49c3-8f64-168c9a54c8127\", \"variables\": {\"sidewall_angle\": 14}},\n", "    {\"task_id\": \"sw-82abae19-4978-47ee-aac8-cb8da40c9e5e13\", \"variables\": {\"sidewall_angle\": 26}},\n", "    {\"task_id\": \"sw-6d84d662-542c-46b6-91a6-718f84c12de12\", \"variables\": {\"sidewall_angle\": 4}},\n", "    {\"task_id\": \"sw-5402252e-ccf1-46c1-8a89-789f18cffbe910\", \"variables\": {\"sidewall_angle\": 20}},\n", "    {\"task_id\": \"sw-dc16e0a9-26c1-4e75-9564-36e6c7bdb05415\", \"variables\": {\"sidewall_angle\": 30}},\n", "    {\"task_id\": \"sw-3b550f02-3fa4-46d2-9a75-8f0aec1a3a5e6\", \"variables\": {\"sidewall_angle\": 12}},\n", "    {\"task_id\": \"sw-36823176-e570-4ebc-b339-f20ef0ef4b525\", \"variables\": {\"sidewall_angle\": 10}},\n", "    {\"task_id\": \"sw-d5bc6181-9e34-4212-a665-87c7be630e718\", \"variables\": {\"sidewall_angle\": 16}},\n", "    {\"task_id\": \"sw-723945f8-b3c0-4af6-a902-f204895bdc839\", \"variables\": {\"sidewall_angle\": 18}},\n", "    {\"task_id\": \"sw-0c6e28fa-c2bd-49a7-aca9-cb1946b27f210\", \"variables\": {\"sidewall_angle\": 0}},\n", "]\n", "\n", "ax = None  # Create the ax variable\n", "for id, sim in enumerate(sim_list):\n", "    task_id = sim[\"task_id\"]\n", "    variables = sim[\"variables\"]\n", "\n", "    # print(f\"Processing simulation {id}: {task_id}\")\n", "    # print(\"Variables: \", variables)\n", "\n", "    # Create filename from variables dictionary\n", "    var_strings = [f\"{key}_{value}\" for key, value in variables.items()]\n", "    filename = f\"./sim_{id}_{'_'.join(var_strings)}.hdf5\"\n", "\n", "    # Load and save the simulation\n", "    sim_data = web.load(task_id, path=filename, verbose=False)\n", "\n", "    # Create the DataFrame\n", "    dataframe = sim_data.to_dataframe()\n", "    # Select and plot the quantity of interest\n", "    ax = (\n", "        dataframe.xs(key=mode_index, level=\"mode_index\")\n", "        .set_index(\"wavelength\")[quantity_of_interest]\n", "        .plot(ax=ax, label=var_strings[0])\n", "    )\n", "\n", "ax.legend()\n", "ax.set_ylabel(quantity_of_interest)\n", "\n", "plt.show()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["The code snippet above can be easily adapted to extract and visualize different modal properties by simply modifying the `quantity_of_interest` variable. Available quantities include:\n", "\n", "| Description | `quantity_of_interest` value |\n", "|---------------------------------|------------------------------------|\n", "| Effective index (real part) | 'n eff' |\n", "| Effective index (imaginary part) | 'k eff' |\n", "| TE (Ey) polarization fraction | 'TE (Ey) fraction' |\n", "| Waveguide TE fraction | 'wg TE fraction' |\n", "| Waveguide TM fraction | 'wg TM fraction' |\n", "| Mode area | 'mode area' |\n", "| Group index | 'group index' |\n", "| Dispersion (ps/(nm\u00b7km)) | 'dispersion (ps/(nm km))' |\n", "\n", "Just set `quantity_of_interest` to any of the values above to obtain the corresponding data."]}], "metadata": {"description": "This notebook demonstrates how to perform post-processing and batch analysis of parametric sweep results using Tidy3D.", "kernelspec": {"display_name": "td283", "language": "python", "name": "python3"}, "keywords": "post-processing, parametric sweep, batch analysis, Tidy3D, FDTD", "language_info": {"codemirror_mode": {"name": "ipython", "version": 3}, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.13"}, "title": "How to post-process GUI data using Tidy3D | Flexcompute"}, "nbformat": 4, "nbformat_minor": 2}