{"cells":[{"cell_type":"markdown","source":["
"],"metadata":{"id":"23BUciWOtmFQ"}},{"cell_type":"markdown","metadata":{"id":"-TM003HVDmy9"},"source":["# Using Seaborn to Plot Distributions"]},{"cell_type":"markdown","metadata":{"id":"fpPtZgqIvuXz"},"source":["Sources and inspiration:\n","\n","\n","* https://www.kaggle.com/code/tirendazacademy/penguin-dataset-data-visualization-with-seaborn#Penguin-Dataset:-Data-Visualization-with-Seaborn\n","* https://seaborn.pydata.org/tutorial/categorical.html\n","* https://pandas.pydata.org/docs/user_guide/visualization.html\n","* https://levelup.gitconnected.com/statistics-on-seaborn-plots-with-statannotations-2bfce0394c00\n","\n","If running this from Google Colab, uncomment the cell below and run it. Otherwise, just skip it."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"5saSBc40voZF"},"outputs":[],"source":["# !pip install watermark"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"Q1P22a9iJpGW"},"outputs":[],"source":["import pandas as pd\n","import seaborn as sns\n","import matplotlib.pyplot as plt"]},{"cell_type":"markdown","metadata":{"id":"4utTeHq9tQQu"},"source":["## Brief Data Exploration with pandas"]},{"cell_type":"markdown","metadata":{"id":"P0BwiPFhIbfV"},"source":["We can work with one of the `seaborn` training datasets *Penguins*"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"9Spm3StwImkL"},"outputs":[],"source":["penguins = sns.load_dataset(\"penguins\")"]},{"cell_type":"markdown","metadata":{"id":"o08QrgKbIycr"},"source":["`pandas` package can help us get some overview of the data."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":300},"id":"7sDBlhYAIzn8","outputId":"bb1a5c30-dc6d-40b9-da5c-76058c2eb261"},"outputs":[{"data":{"text/html":["\n","\n","\n"," \n"," \n"," \n"," bill_length_mm\n"," bill_depth_mm\n"," flipper_length_mm\n"," body_mass_g\n"," \n"," \n"," \n"," \n"," count\n"," 342.000000\n"," 342.000000\n"," 342.000000\n"," 342.000000\n"," \n"," \n"," mean\n"," 43.921930\n"," 17.151170\n"," 200.915205\n"," 4201.754386\n"," \n"," \n"," std\n"," 5.459584\n"," 1.974793\n"," 14.061714\n"," 801.954536\n"," \n"," \n"," min\n"," 32.100000\n"," 13.100000\n"," 172.000000\n"," 2700.000000\n"," \n"," \n"," 25%\n"," 39.225000\n"," 15.600000\n"," 190.000000\n"," 3550.000000\n"," \n"," \n"," 50%\n"," 44.450000\n"," 17.300000\n"," 197.000000\n"," 4050.000000\n"," \n"," \n"," 75%\n"," 48.500000\n"," 18.700000\n"," 213.000000\n"," 4750.000000\n"," \n"," \n"," max\n"," 59.600000\n"," 21.500000\n"," 231.000000\n"," 6300.000000\n"," \n"," \n","\n",""],"text/plain":[" bill_length_mm bill_depth_mm flipper_length_mm body_mass_g\n","count 342.000000 342.000000 342.000000 342.000000\n","mean 43.921930 17.151170 200.915205 4201.754386\n","std 5.459584 1.974793 14.061714 801.954536\n","min 32.100000 13.100000 172.000000 2700.000000\n","25% 39.225000 15.600000 190.000000 3550.000000\n","50% 44.450000 17.300000 197.000000 4050.000000\n","75% 48.500000 18.700000 213.000000 4750.000000\n","max 59.600000 21.500000 231.000000 6300.000000"]},"execution_count":4,"metadata":{},"output_type":"execute_result"}],"source":["penguins.describe()"]},{"cell_type":"markdown","metadata":{"id":"Dsv9z_PRI20W"},"source":["Since `describe()` function works only with numers, we will need to look at the few first values, and search for unique strings in some of the columns."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":206},"id":"kZ1ItwRFJfRN","outputId":"5c1753ef-f6c3-4f1c-f5b1-04bb8f9d5517"},"outputs":[{"data":{"text/html":["\n","\n","\n"," \n"," \n"," \n"," species\n"," island\n"," bill_length_mm\n"," bill_depth_mm\n"," flipper_length_mm\n"," body_mass_g\n"," sex\n"," \n"," \n"," \n"," \n"," 0\n"," Adelie\n"," Torgersen\n"," 39.1\n"," 18.7\n"," 181.0\n"," 3750.0\n"," Male\n"," \n"," \n"," 1\n"," Adelie\n"," Torgersen\n"," 39.5\n"," 17.4\n"," 186.0\n"," 3800.0\n"," Female\n"," \n"," \n"," 2\n"," Adelie\n"," Torgersen\n"," 40.3\n"," 18.0\n"," 195.0\n"," 3250.0\n"," Female\n"," \n"," \n"," 3\n"," Adelie\n"," Torgersen\n"," NaN\n"," NaN\n"," NaN\n"," NaN\n"," NaN\n"," \n"," \n"," 4\n"," Adelie\n"," Torgersen\n"," 36.7\n"," 19.3\n"," 193.0\n"," 3450.0\n"," Female\n"," \n"," \n","\n",""],"text/plain":[" species island bill_length_mm bill_depth_mm flipper_length_mm \\\n","0 Adelie Torgersen 39.1 18.7 181.0 \n","1 Adelie Torgersen 39.5 17.4 186.0 \n","2 Adelie Torgersen 40.3 18.0 195.0 \n","3 Adelie Torgersen NaN NaN NaN \n","4 Adelie Torgersen 36.7 19.3 193.0 \n","\n"," body_mass_g sex \n","0 3750.0 Male \n","1 3800.0 Female \n","2 3250.0 Female \n","3 NaN NaN \n","4 3450.0 Female "]},"execution_count":5,"metadata":{},"output_type":"execute_result"}],"source":["penguins.head()"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"29VqhANXI3ON","outputId":"7476db75-01b5-40e4-9a8b-5bebb5f78a43"},"outputs":[{"data":{"text/plain":["array(['Adelie', 'Chinstrap', 'Gentoo'], dtype=object)"]},"execution_count":6,"metadata":{},"output_type":"execute_result"}],"source":["penguins[\"species\"].unique()"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"vcmzFHA_JylL","outputId":"78af7606-919e-4b14-8f37-5e96cae66b84"},"outputs":[{"data":{"text/plain":["array(['Torgersen', 'Biscoe', 'Dream'], dtype=object)"]},"execution_count":7,"metadata":{},"output_type":"execute_result"}],"source":["penguins[\"island\"].unique()"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"67-td8EaKzny","outputId":"493c571a-c778-4668-be70-23046b35e7d3"},"outputs":[{"data":{"text/plain":["array(['Male', 'Female', nan], dtype=object)"]},"execution_count":8,"metadata":{},"output_type":"execute_result"}],"source":["penguins[\"sex\"].unique()"]},{"cell_type":"markdown","metadata":{"id":"yp267fgFKcBm"},"source":["Let's take a look at missing data (NaNs) with the `isnull()` method."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"yQpPxPHjKiwh","outputId":"58f16cfc-fa73-4409-e538-ae9d9439cac6"},"outputs":[{"data":{"text/plain":["species 0\n","island 0\n","bill_length_mm 2\n","bill_depth_mm 2\n","flipper_length_mm 2\n","body_mass_g 2\n","sex 11\n","dtype: int64"]},"execution_count":9,"metadata":{},"output_type":"execute_result"}],"source":["penguins.isnull().sum()"]},{"cell_type":"markdown","metadata":{"id":"PcKxJ_vNLW3X"},"source":["We will want to drop all rows with unknown entries with `dropna()` function."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Vfqe-aMDMBpi","outputId":"f8d878af-bd78-472a-99b1-8c4cf0ce621e"},"outputs":[{"data":{"text/plain":["species 0\n","island 0\n","bill_length_mm 0\n","bill_depth_mm 0\n","flipper_length_mm 0\n","body_mass_g 0\n","sex 0\n","dtype: int64"]},"execution_count":10,"metadata":{},"output_type":"execute_result"}],"source":["penguins_cleaned = penguins.dropna()\n","penguins_cleaned.isnull().sum()"]},{"cell_type":"markdown","metadata":{"id":"83qqQnPzMLqG"},"source":["Of course we can do a fast visualisation with `pandas`, but it is more useful for exploring the data than sharing the resulting charts."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":423},"id":"3fOY2kJlMj1x","outputId":"dc725dcd-3f57-413c-8b39-5e7792ab2a8c"},"outputs":[{"data":{"text/plain":[""]},"execution_count":11,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["Species=penguins_cleaned[\"species\"].value_counts()\n","Species.plot(kind='pie',autopct=\"%.2f%%\")"]},{"cell_type":"markdown","metadata":{"id":"firQ9JfTN7v3"},"source":["One of my favourite things about `seaborn` is that part of the documentations is a [Example Gallery](https://seaborn.pydata.org/examples/) where you can simply copy-paste the code for charts. But there is a catch! What is missing?"]},{"cell_type":"markdown","metadata":{"id":"Spw39l5SPj13"},"source":["## Preparing charts for any occasion"]},{"cell_type":"markdown","metadata":{"id":"mwDymIYoTk3G"},"source":["### Setting the Theme and Color Pallet"]},{"cell_type":"markdown","metadata":{"id":"x9gY6BXEPxj_"},"source":["We can use the `set_theme()` function which changes the global defaults for all plots using the matplotlib system. So we can presetup the style or color palettes for the rest of the notebook.\n","\n","You can explore more in [Controlling figure aesthetics](https://seaborn.pydata.org/tutorial/aesthetics.html) or [Choosing color palettes](https://seaborn.pydata.org/tutorial/color_palettes.html).\n","\n","We can control figure size and some axes parameters by using `plt.subplots` from matplotlib to ave access to the `figure` and the `axes` objects.\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":456},"id":"FajD95nGN4E6","outputId":"79cddebe-70ab-49e5-f428-25cd0ddafe38"},"outputs":[{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAcQAAAG1CAYAAABnIYR7AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pXeV/AAAACXBIWXMAAA9hAAAPYQGoP6dpAAAdH0lEQVR4nO3df2yV5d2A8asrnhZWCoGArcCAkJWmLhawpa0WmBCSLTGTGbaIq0PQSjKlQgU0Gw5kdS4CqatakQX8EWWwgOKvxoDokqkTAc1UsE6XUEFPWyYIFMoplOf9w7SxFnh92tPSyfVJTOrd7+m5zx3k8jk9p00IgiBAkqQL3PfO9wYkSeoJDKIkSRhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkoJNBrKys5IYbbjjnzKFDh7jjjjvIzc0lNzeXu+++m+PHj3fmbiVJirsOB/Hxxx+noqLi/50rKSlh3759rfNvvPEG99xzT0fvVpKkLtEr7A3q6ur43e9+x65duxg5cuQ5Z999913efvttqqqqGDVqFADLli3j5ptvprS0lIsvvrhju5YkKc5CXyHu3r2bfv368fzzz5OdnX3O2Z07dzJo0KDWGAKMHz+ehIQEdu3aFX63kiR1kdBXiJMnT2by5Mnfarauro709PQ2a5FIhP79+xONRs94mylTppz163322WdEIhEGDRr07TcsSfrOOXDgAJFIhJ07d8bta4YOYhiNjY1EIpF260lJScRisdBfLwgCTp06FY+tSZL+h506dYp4//bCLg1icnIyTU1N7dZjsRh9+vQ54222bdt21q/XcvV4rhlJ0nffuZ5N7KgufR9iWloa9fX1bdaampr48ssvfUGNJKlH6dIg5ubmUltbS01NTeva9u3bARg3blxX3rUkSaHENYjNzc0cOHCAEydOAJCdnc24ceOYP38+7733Hm+99RZLlixh2rRpXiFKknqUuAYxGo1SWFhIVVUVAAkJCTz00EMMHTqUmTNnMm/ePCZOnMjSpUvjebeSJHVaQhDvl+l0IV9UI0mCrumBP9xbkiQMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAjoQxNOnT1NRUcGECRPIzs5m9uzZ1NTUnHX+wIEDlJaWkpeXR15eHrfffju1tbWd2rQkSfEWOoiVlZWsX7+esrIyNmzYQEJCAsXFxTQ1NZ1xfv78+USjUR577DEee+wxamtr+c1vftPpjUuSFE+hgtjU1MTatWuZO3cukyZNIjMzk/Lycurq6ti6dWu7+SNHjrBjxw6Ki4vJysoiKyuLW265hd27d3Po0KG4PQhJkjorVBCrq6s5duwY+fn5rWupqalkZWWxY8eOdvNJSUn06dOHzZs309DQQENDA8899xwjRoygX79+nd+9JElx0ivMcMv3/tLT09usDx48mGg02m4+KSmJe++9l2XLlpGTk0NCQgKDBg3iqaee4nvfO3OLp0yZctb7j0aj7e5bkqR4CHWF2NjYCEAkEmmznpSURCwWazcfBAEfffQRY8eO5emnn+aJJ55gyJAh3HrrrTQ0NHRi25IkxVeoK8Tk5GTgq+8ltnwMEIvF6N27d7v5l156iXXr1vHaa6+RkpICwKpVq7jqqqvYtGkTM2fObHebbdu2nfX+z3X1KElSZ4S6Qmx5urK+vr7Nen19PWlpae3md+3axciRI1tjCNCvXz9GjhzJ3r17O7BdSZK6RqggZmZmkpKSwvbt21vXjhw5wp49e8jJyWk3n56eTk1NTZunUxsbG9m/fz/Dhw/vxLYlSYqvUEGMRCIUFRWxYsUKtm3bRnV1NfPnzyctLY2pU6fS3NzMgQMHOHHiBADTpk0DYN68eVRXV7fORyIRrr322rg/GEmSOir0G/NLSkqYPn06ixcvZsaMGSQmJrJmzRoikQjRaJTCwkKqqqqAr159um7dOoIgYObMmcyaNYuLLrqIv/71r6Smpsb9wUiS1FEJQRAE53sT31bLi2rO9cIbSdJ3X1f0wB/uLUkSBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEdCOLp06epqKhgwoQJZGdnM3v2bGpqas46f/LkSVauXMmECRMYM2YMRUVFfPjhh53atCRJ8RY6iJWVlaxfv56ysjI2bNhAQkICxcXFNDU1nXF+6dKlbNy4kT/84Q9s2rSJ/v37U1xczNGjRzu9eUmS4iVUEJuamli7di1z585l0qRJZGZmUl5eTl1dHVu3bm03v2/fPjZu3Mh9993Hj3/8Y0aNGsUf//hHIpEIH3zwQdwehCRJnRUqiNXV1Rw7doz8/PzWtdTUVLKystixY0e7+ddff53U1FQmTpzYZv7VV1+loKCgE9uWJCm+eoUZrq2tBSA9Pb3N+uDBg4lGo+3m9+7dy7Bhw9iyZQurV6+mrq6OrKws7rrrLkaNGnXG+5gyZcpZ7z8ajba7b0mS4iHUFWJjYyMAkUikzXpSUhKxWKzdfENDA59++imVlZWUlpbyyCOP0KtXL66//nq++OKLTmxbkqT4CnWFmJycDHz1vcSWjwFisRi9e/duN3/RRRdx9OhRysvLW68Iy8vLmTRpEs8++yw333xzu9ts27btrPd/rqtHSZI6I9QVYsvTlfX19W3W6+vrSUtLazeflpZGr1692jw9mpyczLBhw9i/f39H9itJUpcIFcTMzExSUlLYvn1769qRI0fYs2cPOTk57eZzcnI4deoU77//fuvaiRMn2LdvH8OHD+/EtiVJiq9QT5lGIhGKiopYsWIFAwYMYMiQISxfvpy0tDSmTp1Kc3MzBw8epG/fviQnJ5OTk8MVV1zBnXfeybJly+jfvz8VFRUkJiZyzTXXdNVjkiQptNBvzC8pKWH69OksXryYGTNmkJiYyJo1a4hEIkSjUQoLC6mqqmqdf/DBBxk/fjy33XYb06dPp6GhgSeffJIBAwbE9YFIktQZCUEQBOd7E99Wy4tqzvXCG0nSd19X9MAf7i1JEgZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBHQji6dOnqaioYMKECWRnZzN79mxqamq+1W1feOEFRo8ezf79+0NvVJKkrhQ6iJWVlaxfv56ysjI2bNhAQkICxcXFNDU1nfN2n332Gffcc0+HNypJUlcKFcSmpibWrl3L3LlzmTRpEpmZmZSXl1NXV8fWrVvPervTp0+zcOFCLr300k5vWJKkrhAqiNXV1Rw7doz8/PzWtdTUVLKystixY8dZb7dq1SpOnjzJnDlzOr5TSZK6UK8ww7W1tQCkp6e3WR88eDDRaPSMt3nvvfdYu3YtGzdupK6u7v+9jylTppz1c9FotN19S5IUD6GuEBsbGwGIRCJt1pOSkojFYu3mjx8/zoIFC1iwYAEjRozo+C4lSepioa4Qk5OTga++l9jyMUAsFqN3797t5svKyhgxYgTXXXfdt76Pbdu2nfVz57p6lCSpM0IFseXpyvr6en7wgx+0rtfX15OZmdluftOmTUQiEcaOHQtAc3MzAFdffTU/+9nPWLZsWYc3LklSPIUKYmZmJikpKWzfvr01iEeOHGHPnj0UFRW1m9+yZUubf//Xv/7FwoULWb16NaNGjerEtiVJiq9QQYxEIhQVFbFixQoGDBjAkCFDWL58OWlpaUydOpXm5mYOHjxI3759SU5OZvjw4W1u3/KinEsuuYSBAwfG71FIktRJod+YX1JSwvTp01m8eDEzZswgMTGRNWvWEIlEiEajFBYWUlVV1RV7lSSpyyQEQRCc7018Wy0vqjnXC28kSd99XdEDf7i3JEkYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBHQgiKdPn6aiooIJEyaQnZ3N7NmzqampOev8xx9/zC233EJeXh4FBQWUlJTw+eefd2rTkiTFW+ggVlZWsn79esrKytiwYQMJCQkUFxfT1NTUbvbQoUPMmjWL73//+zz11FP85S9/4dChQ9x8883EYrG4PABJkuIhVBCbmppYu3Ytc+fOZdKkSWRmZlJeXk5dXR1bt25tN//KK6/Q2NjIn/70J374wx/yox/9iOXLl/Of//yHd955J24PQpKkzgoVxOrqao4dO0Z+fn7rWmpqKllZWezYsaPdfEFBAQ8//DBJSUntPnf48OEObFeSpK7RK8xwbW0tAOnp6W3WBw8eTDQabTc/dOhQhg4d2mbt0UcfJSkpidzc3DPex5QpU856/9FotN19S5IUD6GuEBsbGwGIRCJt1pOSkr7V9wSffPJJ1q1bR2lpKQMHDgxz15IkdalQV4jJycnAV99LbPkYIBaL0bt377PeLggC/vznP/PII48wZ84cbrzxxrPObtu27ayfO9fVoyRJnRHqCrHl6cr6+vo26/X19aSlpZ3xNidPnmThwoWsWrWKRYsWUVpa2sGtSpLUdUIFMTMzk5SUFLZv3966duTIEfbs2UNOTs4Zb7No0SJefvllVq5cyU033dS53UqS1EVCPWUaiUQoKipixYoVDBgwgCFDhrB8+XLS0tKYOnUqzc3NHDx4kL59+5KcnMwzzzxDVVUVixYtYvz48Rw4cKD1a7XMSJLUE4R+Y35JSQnTp09n8eLFzJgxg8TERNasWUMkEiEajVJYWEhVVRUAL774IgD3338/hYWFbf5pmZEkqSdICIIgON+b+LZaXlRzrhfeSJK++7qiB/5wb0mSMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAkwiJIkAQZRkiTAIEqSBBhESZIAgyhJEmAQJUkCDKIkSYBBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCTCIkiQBBlGSJMAgSpIEGERJkgCDKEkSYBAlSQIMoiRJgEGUJAnoQBBPnz5NRUUFEyZMIDs7m9mzZ1NTU3PW+UOHDnHHHXeQm5tLbm4ud999N8ePH+/UpiVJirfQQaysrGT9+vWUlZWxYcMGEhISKC4upqmp6YzzJSUl7Nu3j8cff5yKigreeOMN7rnnnk5vXJKkeAoVxKamJtauXcvcuXOZNGkSmZmZlJeXU1dXx9atW9vNv/vuu7z99tvcd999XHrppRQUFLBs2TKee+456urq4vYgJEnqrFBBrK6u5tixY+Tn57eupaamkpWVxY4dO9rN79y5k0GDBjFq1KjWtfHjx5OQkMCuXbs6sW1JkuKrV5jh2tpaANLT09usDx48mGg02m6+rq6u3WwkEqF///5nnAeYMmXKWe9///79JCYmnnNGkvTdF41GSUxMjOvXDHWF2NjYCHwVta9LSkoiFoudcf6bs+ea/zaam5s7dLsLWTQaPev/gOjMPLOO8dzC88w6prm5mZMnT8b1a4a6QkxOTga++l5iy8cAsViM3r17n3H+TC+2icVi9OnT54z3sW3btrPef8uV4blm1J7nFp5n1jGeW3ieWcd0xTOFoa4QW57+rK+vb7NeX19PWlpau/m0tLR2s01NTXz55ZdcfPHFYfcqSVKXCRXEzMxMUlJS2L59e+vakSNH2LNnDzk5Oe3mc3Nzqa2tbfM+xZbbjhs3rqN7liQp7kI9ZRqJRCgqKmLFihUMGDCAIUOGsHz5ctLS0pg6dSrNzc0cPHiQvn37kpycTHZ2NuPGjWP+/PksXbqU48ePs2TJEqZNm+YVoiSpRwn9xvySkhKmT5/O4sWLmTFjBomJiaxZs4ZIJEI0GqWwsJCqqioAEhISeOihhxg6dCgzZ85k3rx5TJw4kaVLl8b7cUiS1CmhrhABEhMTWbhwIQsXLmz3uaFDh/LRRx+1WRs4cCAVFRUd36EkSd3AH+4tSRKQEARBcL43IUnS+eYVoiRJGERJkgCDKEkSYBAlSQIMoiRJQA8L4unTp6moqGDChAlkZ2cze/bsNj/27ZsOHTrEHXfcQW5uLrm5udx9990cP368G3fcM4Q9t48//phbbrmFvLw8CgoKKCkp4fPPP+/GHZ9/Yc/s61544QVGjx7N/v37u3iXPU/Yczt58iQrV65kwoQJjBkzhqKiIj788MNu3PH5F/bMDhw4QGlpKXl5eeTl5XH77be3/uq9C1VlZSU33HDDOWfi0oOgB3nwwQeDgoKC4O9//3vw4YcfBrNnzw6mTp0axGKxM84XFRUFv/jFL4IPPvggePPNN4OrrroqWLRoUTfv+vwLc24HDx4MrrzyymDevHnBv//97+D9998PioqKgp/+9KfBiRMnzsPuz4+wf9Za7N+/P7j88suDjIyMYN++fd20254j7Ln99re/DfLz84PXXnst+OSTT4Jbb701uPLKK4MjR450887Pn7Bn9qtf/Sq47rrrgt27dwe7d+8OfvnLXwY///nPu3nXPcdjjz0WjB49OigqKjrnXDx60GOCGIvFgrFjxwbr1q1rXTt8+HBw2WWXBS+++GK7+XfeeSfIyMgIPvnkk9a1f/zjH8Ho0aOD2trabtlzTxD23P72t78F48aNaxO/aDQaZGRkBG+++Wa37Pl8C3tmLZqbm4MZM2YEv/71ry/IIIY9t08//TTIyMgIXnvttTbzV111lX/WznJmhw8fDjIyMoJt27a1rr3yyitBRkZGcPDgwW7Zc09RW1sb3HTTTcGYMWOCn/zkJ+cMYrx60GOeMq2urubYsWPk5+e3rqWmppKVlcWOHTvaze/cuZNBgwYxatSo1rXx48eTkJDArl27umXPPUHYcysoKODhhx8mKSmp3ecOHz7cpXvtKcKeWYtVq1Zx8uRJ5syZ0x3b7HHCntvrr79OamoqEydObDP/6quvUlBQ0C17Pt/CnllSUhJ9+vRh8+bNNDQ00NDQwHPPPceIESPo169fd279vNu9ezf9+vXj+eefJzs7+5yz8epB6J9l2lVaniNv+Z2LLQYPHnzG3yZdV1fXbjYSidC/f/8L6rdPhz23oUOHMnTo0DZrjz76KElJSeTm5nbdRnuQsGcG8N5777F27Vo2btxIXV1dl++xJwp7bnv37mXYsGFs2bKF1atXU1dXR1ZWFnfddVebv7i+y8KeWVJSEvfeey/Lli0jJyeHhIQEBg0axFNPPcX3vtdjrl+6xeTJk5k8efK3mo1XD3rMCTc2NgJfPYivS0pKIhaLnXH+m7Pnmv+uCntu3/Tkk0+ybt06SktLGThwYJfssacJe2bHjx9nwYIFLFiwgBEjRnTHFnuksOfW0NDAp59+SmVlJaWlpTzyyCP06tWL66+/ni+++KJb9ny+hT2zIAj46KOPGDt2LE8//TRPPPEEQ4YM4dZbb6WhoaFb9vy/KF496DFBTE5OBqCpqanNeiwWo3fv3mec/+Zsy3yfPn26ZpM9UNhzaxEEAQ888AD33nsvc+bM4cYbb+zKbfYoYc+srKyMESNGcN1113XL/nqqsOd20UUXcfToUcrLyyksLOSyyy6jvLwcgGeffbbrN9wDhD2zl156iXXr1rF8+XIuv/xyxo8fz6pVq/jss8/YtGlTt+z5f1G8etBjgthyuVtfX99mvb6+nrS0tHbzaWlp7Wabmpr48ssvL6hfPhz23OCrl8IvXLiQVatWsWjRIkpLS7t8nz1J2DPbtGkT//znPxk7dixjx46luLgYgKuvvprf//73Xb/hHqIj/4326tWrzdOjycnJDBs27IJ5y0rYM9u1axcjR44kJSWlda1fv36MHDmSvXv3dule/5fFqwc9JoiZmZmkpKSwffv21rUjR46wZ88ecnJy2s3n5uZSW1vb5v08LbcdN25c12+4hwh7bgCLFi3i5ZdfZuXKldx0003dtdUeI+yZbdmyhRdffJHNmzezefNmysrKAFi9ejW33357t+37fAt7bjk5OZw6dYr333+/de3EiRPs27eP4cOHd8uez7ewZ5aenk5NTU2bp/kaGxvZv3//BXNmHRGvHvSYF9VEIhGKiopYsWIFAwYMYMiQISxfvpy0tDSmTp1Kc3MzBw8epG/fviQnJ5Odnc24ceOYP38+S5cu5fjx4yxZsoRp06ZdUFeIYc/tmWeeoaqqikWLFjF+/HgOHDjQ+rVaZr7rwp7ZN/8ianmhxCWXXHLBfN8Vwp9bTk4OV1xxBXfeeSfLli2jf//+VFRUkJiYyDXXXHO+H063CHtm06ZNY82aNcybN6/1f7YeeOABIpEI11577Xl+ND1Hl/WgE28TibtTp04F999/f5Cfnx+MGTMmKC4ubn2v1759+4KMjIxg06ZNrfP//e9/g7lz5wZjxowJ8vLygiVLllxQby5vEebcZs2aFWRkZJzxn6+f7Xdd2D9rX/fWW29dkO9DDILw53b06NFgyZIlQV5eXpCdnR3MmjUr+Pjjj8/X9s+LsGf2ySefBHPmzAnGjx8f5OfnB7fddtsF+Wft6+68884270Psqh74C4IlSaIHfQ9RkqTzySBKkoRBlCQJMIiSJAEGUZIkwCBKkgQYREmSAIMoSRJgECVJAgyiJEmAQZQkCYD/A9IgxcIoLwaJAAAAAElFTkSuQmCC","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["# Apply the theme\n","sns.set_theme(style=\"ticks\", palette=\"colorblind\")\n","# sns.set_theme(style=\"white\")\n","# sns.set_theme(style=\"dark\")\n","\n","# Set up the matplotlib figure\n","figure, axes = plt.subplots(figsize=(5, 5))"]},{"cell_type":"markdown","metadata":{"id":"DGrIt2d2tQQ0"},"source":["## Axes-level plots\n","\n","Seaborn has 2 hierarchy level of plots: figure-level and axes-level.\n","\n","A figure-level function, like `relplot`, generates the full figure and sets the axes inside it depending on the provided parameters. An axes-level function generates a plot that should be put into an axes object. This allows having different types of plots in the same figure, because we can put each plot in a different axis.\n","\n",""]},{"cell_type":"markdown","metadata":{"id":"UQ55_jg6TFKO"},"source":["### Pivot tables and Heat maps\n","\n","As shown before, we can generate heatmaps from a pivotted table and from a correlation matrix."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"5Rvm99ZQVLNo"},"outputs":[],"source":["# penguins_cleaned.groupby(['species', 'island'])['body_mass_g'].aggregate('mean').unstack()"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":206},"id":"xpzNtPkVHr--","outputId":"9ed8df01-28c1-49bd-e362-ed1f36ae2a69"},"outputs":[{"data":{"text/html":["\n","\n","\n"," \n"," \n"," \n"," body_mass_g\n"," \n"," \n"," species\n"," Adelie\n"," Chinstrap\n"," Gentoo\n"," \n"," \n"," island\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," Biscoe\n"," 3709.659091\n"," NaN\n"," 5092.436975\n"," \n"," \n"," Dream\n"," 3701.363636\n"," 3733.088235\n"," NaN\n"," \n"," \n"," Torgersen\n"," 3708.510638\n"," NaN\n"," NaN\n"," \n"," \n","\n",""],"text/plain":[" body_mass_g \n","species Adelie Chinstrap Gentoo\n","island \n","Biscoe 3709.659091 NaN 5092.436975\n","Dream 3701.363636 3733.088235 NaN\n","Torgersen 3708.510638 NaN NaN"]},"execution_count":14,"metadata":{},"output_type":"execute_result"}],"source":["pivot_table = penguins_cleaned.pivot_table(\"body_mass_g\", index=[\"island\", \"species\"]).unstack()\n","\n","pivot_table.head()"]},{"cell_type":"markdown","metadata":{"id":"yFSpA7j0tQQ1"},"source":["Below we create an empty canvas with instances of a figure object (`fig`) and an axes object (`ax`).\n","\n","We make a heatmap with the `heatmap` function and assign it to the `ax` variable."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":511},"id":"bYWDtF3zT2VN","outputId":"1f8a4de8-0635-4e8a-95b1-f5a8b160e536"},"outputs":[{"data":{"text/plain":["[Text(0.5, 0, 'Adelie'), Text(1.5, 0, 'Chinstrap'), Text(2.5, 0, 'Gentoo')]"]},"execution_count":15,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["# Set up the matplotlib figure\n","figure, axes = plt.subplots(figsize=(5, 10))\n","\n","# Draw the heatmap\n","sns.heatmap(\n"," data=pivot_table/1000,\n"," center=6,\n"," square=True,\n"," linewidths=.5, cbar_kws={\"shrink\": .5},\n"," ax = axes,\n"," #annot=True,\n"," #cmap=\"coolwarm\", #Spectral)\n",")\n","\n","axes.set(title=\"Mean weight of penguins, kg\")\n","axes.set_xticklabels(penguins_cleaned.species.unique())"]},{"cell_type":"markdown","metadata":{"id":"wd-6helcfPl6"},"source":["Some figure/chart size are fixed, and if you force the figsize to be different - the chart size and shape will stay, but it will create empty part of image. Look at the output of this figure."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"f8PfwR1efQAI"},"outputs":[],"source":["figure.savefig('heatmap_uneven_PNG.png', dpi=300)"]},{"cell_type":"markdown","metadata":{"id":"gIZw9kBVYiBn"},"source":["### Scatter plot"]},{"cell_type":"markdown","metadata":{"id":"ppnOpXZSf0bV"},"source":["The scatter plot is used to display the relationship between variables. Let’s see the scatter plot of culmen lengths and depths by penguin species."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":504},"id":"NYnfVbPmYn4h","outputId":"838152e6-7e68-46cd-a1fc-4d89b27ef469"},"outputs":[{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["# Set up the matplotlib figure\n","figure, axes = plt.subplots(figsize=(10, 5))\n","\n","# Make a scatterplot\n","sns.scatterplot(\n"," data=penguins_cleaned,\n"," x=\"bill_length_mm\",\n"," y=\"bill_depth_mm\",\n"," hue=\"species\",\n"," ax = axes\n"," )\n","# Give the plot a title\n","plt.title(\"Bill Length vs Bill Depth\", size=20, color=\"red\") #matplotlib way to define title\n","\n","# Improve the legend\n","sns.move_legend(\n"," obj=axes,\n"," loc=\"lower right\",\n"," ncol=3,\n"," frameon=True,\n"," columnspacing=1,\n"," handletextpad=0\n",")"]},{"cell_type":"markdown","metadata":{"id":"UjwK7uv1YoMA"},"source":["### Histogram"]},{"cell_type":"markdown","metadata":{"id":"7NCahgjEhLPU"},"source":["The histogram plot shows the distribution of the data. You can use the histogram plot to see the distribution of one or more variables. Now let’s see the histogram of the bill length using the histplot function."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":521},"id":"FJO0ntQnY7_A","outputId":"879b05d6-eb5c-4e8f-87f6-123d98d8df31"},"outputs":[{"data":{"text/plain":["Text(0.5, 1.0, 'Bill Length')"]},"execution_count":18,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["# Set up the matplotlib figure\n","figure, axes = plt.subplots(figsize=(10, 5))\n","\n","sns.histplot(\n"," data = penguins_cleaned,\n"," x = \"bill_length_mm\",\n"," binwidth=1,\n"," ax = axes\n"," )\n","plt.title(\"Bill Length\", size=20, color=\"red\")"]},{"cell_type":"markdown","metadata":{"id":"dghg2buchwLr"},"source":["We can display subsets histograms with different colors easily with the same function. We just have to give some additional parameters, like assigning the column 'species' of the dataframe to the `hue` parameter."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":496},"id":"OdDC-CF2hw-n","outputId":"f83fb04d-55c4-4967-f459-f9c7ab93eaf8"},"outputs":[{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["# Set up the matplotlib figure\n","figure, axes = plt.subplots(figsize=(10, 5))\n","\n","sns.histplot(\n"," data = penguins_cleaned,\n"," x = \"bill_length_mm\",\n"," binwidth = 1,\n"," hue = \"species\",\n"," kde = True,\n"," ax = axes\n"," )\n","axes.set(title=\"Bill Length\")\n","\n","sns.move_legend(\n"," axes, \"upper center\",\n"," bbox_to_anchor=(.5, 1),\n"," ncol=3,\n"," title=None,\n"," frameon=False,\n",")"]},{"cell_type":"markdown","metadata":{"id":"hbL5HuscYvrJ"},"source":["### Bar plot"]},{"cell_type":"markdown","metadata":{"id":"wkYeZuk1isor"},"source":["A bar plot represents **an estimate of the central tendency for a numeric variable** with the height of each rectangle. Let’s see the bar plot showing the bill lengths of penguin species."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":513},"id":"kzIz-ZNiY8VJ","outputId":"302c9fc2-98e4-4863-b06e-0cdde4119828"},"outputs":[{"data":{"text/plain":["[Text(0.5, 1.0, 'Bill Length for 3 Penguin Species by Sex')]"]},"execution_count":20,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["# Set up the matplotlib figure\n","figure, axes = plt.subplots(figsize=(10, 5))\n","\n","sns.barplot(\n"," data = penguins_cleaned,\n"," x = \"species\",\n"," y = \"bill_length_mm\",\n"," hue = \"sex\",\n"," ax = axes\n"," )\n","axes.set(title=\"Bill Length for 3 Penguin Species by Sex\")"]},{"cell_type":"markdown","metadata":{"id":"gcBv28LRYxiG"},"source":["### Box plot"]},{"cell_type":"markdown","metadata":{"id":"79Li-fYLjaGH"},"source":["The box plot is used to compare the distribution of numerical data between levels of a categorical variable. Let’s see the distribution of flipper length by species.\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":513},"id":"dICO_3x4Y8zh","outputId":"11d62958-0071-4b82-c6fc-5969fb3e6740"},"outputs":[{"data":{"text/plain":["[Text(0.5, 1.0, 'Bill Length for 3 Penguin Species')]"]},"execution_count":21,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["figure, axes = plt.subplots(figsize=(10, 5))\n","\n","sns.boxplot(\n"," data =penguins_cleaned,\n"," x = \"species\",\n"," y = \"flipper_length_mm\",\n"," ax = axes\n"," )\n","axes.set(title=\"Bill Length for 3 Penguin Species\")"]},{"cell_type":"markdown","metadata":{"id":"-uFkt4-9jqmD"},"source":["You can use the hue parameter to see a boxplot of flipper lengths of species by sex."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":513},"id":"70juCPEijq9C","outputId":"f2278fbf-6b19-445d-bbaf-838fab4279b7"},"outputs":[{"data":{"text/plain":["[Text(0.5, 1.0, 'Bill Length for 3 Penguin Species')]"]},"execution_count":22,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["figure, axes = plt.subplots(figsize=(8, 5))\n","\n","sns.boxplot(\n"," data = penguins_cleaned,\n"," x = \"species\",\n"," y = \"flipper_length_mm\",\n"," hue=\"sex\",\n"," ax = axes)\n","axes.set(title=\"Bill Length for 3 Penguin Species\")"]},{"cell_type":"markdown","metadata":{"id":"0fR8_mlPj8jt"},"source":["**But** - does the box plot represent the distribution in a best way? [Source](https://blog.bioturing.com/2018/05/16/5-reasons-you-should-use-a-violin-graph/)"]},{"cell_type":"markdown","metadata":{"id":"0oeYU5mDkE8b"},"source":[""]},{"cell_type":"markdown","metadata":{"id":"VL5RwBFaYzUz"},"source":["### Violin plot"]},{"cell_type":"markdown","metadata":{"id":"6OHBa2dUnAlA"},"source":[""]},{"cell_type":"markdown","metadata":{"id":"yRxZUtlpl50a"},"source":["1. Violin graphs are similar to box plots but provide additional benefits.\n"," * Box plots are widely used to show medians, ranges, and variabilities in different groups.\n"," * However, box plots can be misleading when the data's distribution changes while maintaining the same summary statistics.\n"," * Violin plots carry all the information of a box plot but are not affected by changes in data distribution.\n","2. Violin graphs combine the advantages of density plots with improved readability.\n"," * The shape of a violin plot comes from the data's density plot, which is turned sideways and mirrored on both sides of the box plot.\n"," * The thicker part of the violin represents higher frequency values, while the thinner part represents lower frequency values.\n"," * Violin plots are preferred over density plots when there are many groups, as overlapping density plots can become difficult to interpret.\n","3. Violin graphs are visually intuitive and attractive.\n"," * Different sets are compared by placing their violin plots side by side, avoiding confusion about colors or patterns.\n"," * Violin plots are easy to read, with the median represented by a dot, the interquartile range by a box, and the 95% confidence interval by whiskers.\n"," * The shape of the violin displays the frequencies of values, making it visually informative and appealing.\n","4. Violin graphs are non-parametric and suitable for various data types.\n"," * Unlike bar graphs with means and error bars, violin plots include all data points.\n"," * They are useful for visualizing samples with small sizes and work well for both quantitative and qualitative data.\n"," * Violin plots do not require data to conform to a normal distribution, making them a versatile visualization tool.\n","\n","\n","\n","\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":490},"id":"1T4doixpY9sg","outputId":"04a0c9b1-2460-4808-86f9-1b46758986c3"},"outputs":[{"data":{"text/plain":[""]},"execution_count":23,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["figure, axes = plt.subplots(figsize=(8, 5))\n","\n","sns.violinplot(\n"," data = penguins_cleaned,\n"," x = \"species\",\n"," y = \"flipper_length_mm\",\n"," ax = axes\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":490},"id":"ij23ww3TnOSo","outputId":"b770dc67-710f-4213-ccd4-6ad177e78f3f"},"outputs":[{"data":{"text/plain":[""]},"execution_count":24,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["figure, axes = plt.subplots(figsize=(8, 5))\n","\n","sns.violinplot(\n"," data = penguins_cleaned,\n"," x = \"species\",\n"," y = \"flipper_length_mm\",\n"," hue = \"sex\",\n"," ax = axes\n"," )"]},{"cell_type":"markdown","metadata":{"id":"07deK-JMoeeu"},"source":["It’s also possible to “split” the violins when the hue parameter has only two levels, which can allow for a more efficient use of space:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"vFFfm0e8tQRl","outputId":"a1f1d3e4-b0ee-41fd-d1af-76e7b308f640"},"outputs":[{"data":{"text/plain":[""]},"execution_count":25,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["figure, axes = plt.subplots(figsize=(8, 5))\n","\n","sns.violinplot(\n"," data = penguins_cleaned,\n"," x = \"species\",\n"," y = \"flipper_length_mm\",\n"," hue = \"sex\",\n"," ax = axes,\n"," split = True,\n"," )"]},{"cell_type":"markdown","metadata":{"id":"oo3JhQFVoWyP"},"source":["It can also be useful to combine `swarmplot()` or `stripplot()` with a box plot or violin plot to show each observation along with a summary of the distribution:"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"B7F34fl-tQRm","outputId":"23b263c9-a1cf-4fb5-fc7a-391c32b75d3d"},"outputs":[{"data":{"text/plain":[""]},"execution_count":26,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["figure, axes = plt.subplots(figsize=(8, 5))\n","\n","sns.violinplot(\n"," data = penguins_cleaned,\n"," x = \"species\",\n"," y = \"flipper_length_mm\",\n"," ax = axes,\n"," )\n","\n","sns.swarmplot(\n"," data=penguins_cleaned,\n"," x=\"species\",\n"," y=\"flipper_length_mm\",\n"," color=\"k\",\n"," size=3,\n"," ax=axes)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"7ywqtd54r-4D"},"outputs":[],"source":["figure.savefig(\"swarm_test.png\")"]},{"cell_type":"markdown","metadata":{"id":"yFRyrixjoHei"},"source":["Learn more about plotting categorical data [here](https://seaborn.pydata.org/tutorial/categorical.html)."]},{"cell_type":"markdown","metadata":{"id":"VGIAgP3gtQRm"},"source":["## Other figure-level plots"]},{"cell_type":"markdown","metadata":{"id":"Jgnfaw69tQRm"},"source":["### Joint Plot\n","\n","To have a joint distribution of two variables with the marginal distributions on the sides, we can use `jointplot`."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"1x5aJV-NtQRm","outputId":"aca59dd4-9181-46b6-ee32-5347c5692c72"},"outputs":[{"data":{"text/plain":[""]},"execution_count":28,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["sns.jointplot(\n"," data=penguins_cleaned,\n"," x=\"flipper_length_mm\",\n"," y=\"bill_depth_mm\"\n"," )"]},{"cell_type":"markdown","metadata":{"id":"WZkmPX8dtQRm"},"source":["As expected, it is possible to separate groups by passing a categorical property to the `hue` argument. This has an effect on the marginal distribution, turning them from histogram to kde plots."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"zyMGnJmAtQRm","outputId":"a8114c1c-d7f3-4706-fc8e-8e0757b5e4ad"},"outputs":[{"data":{"text/plain":[""]},"execution_count":29,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["sns.jointplot(\n"," data=penguins_cleaned,\n"," x=\"flipper_length_mm\",\n"," y=\"bill_depth_mm\",\n"," hue='species',\n"," height=5)"]},{"cell_type":"markdown","metadata":{"id":"8jVIxOYcowPQ"},"source":["### Pair plot"]},{"cell_type":"markdown","metadata":{"id":"OAfpS0e-oyu4"},"source":["You can use the pairplot method to see the pair relations of the variables. It is perfect for exploring your dataset in fast way. This function creates cross-plots of each numeric variable in the dataset. Let’s see the pairs of numerical variables according to penguin species in the dataset."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":1000},"id":"NCYpc8Fno-cr","outputId":"3c6e2502-c90e-4eb0-faa0-515b70aed0c0"},"outputs":[{"name":"stderr","output_type":"stream","text":["c:\\Users\\mazo260d\\mambaforge\\envs\\devbio-napari-clone\\lib\\site-packages\\seaborn\\axisgrid.py:118: UserWarning: The figure layout has changed to tight\n"," self._figure.tight_layout(*args, **kwargs)\n"]},{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAABR8AAASbCAYAAAAfl8imAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pXeV/AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdZ3gc1dXA8f/sbG/qXZZc5d5xt3HDNmAMmA6hmRocQk0gQGgJ7SUQAiH03rvpxt0G9957kaxeV9re5/0gW/aiXXcV2/f3PPnA3NmZI8U7mjlz7zmSoigKgiAIgiAIgiAIgiAIgiAIJ5iqpQMQBEEQBEEQBEEQBEEQBOHUJJKPgiAIgiAIgiAIgiAIgiA0CZF8FARBEARBEARBEARBEAShSYjkoyAIgiAIgiAIgiAIgiAITUIkHwVBEARBEARBEARBEARBaBIi+SgIgiAIgiAIgiAIgiAIQpMQyUdBEARBEARBEARBEARBEJqESD4KgiAIgiAIgiAIgiAIgtAkRPLxGFx99dVcffXVLR2GIAinIHF9EQShKYhriyAITUVcXwRBEITDUbd0ACej0tLSlg5BEIRTlLi+CILQFMS1RRCEpiKuL4IgCMLhiJmPgiAIgiAIgiAIgiAIgiA0CZF8FARBEARBEARBEARBEAShSZwyycdvv/2Wc889l549ezJx4kSmT5/eMLZlyxauvvpq+vTpw6hRo3j77bdbMFJBEARBEARBEARBEARBOD2cEsnH7777jgcffJDLL7+cH3/8kXPPPZd77rmHNWvWYLPZmDJlCm3btuXrr7/mz3/+My+++CJff/11S4ctCIIgCIIgCIIgCIIgCKe0k77hjKIovPjii1x33XVcd911APzpT39i9erVLF++nOXLl6PVannsscdQq9V06NCBgoIC3nzzTS6++OIWjl4QBEEQBEEQBEEQBEEQTl0n/czH3bt3U1xczKRJkyK2v/3229x6662sXLmSAQMGoFYfyLMOHjyYPXv2UF1d3dzhCoIgCIIgCIIgCIIgCMJp46Sf+Zifnw+A2+3mxhtvZPPmzWRnZ3PbbbcxZswYysrKyMvLi/hMamoqACUlJSQlJUU97tixY2Oes7S0lIyMjBPzAwiCcNoR15fTgyPgo9rrIqyEsWr1JOvNLR2ScIoT1xZBaHrBcIhStwNfOIheVpNljEOSpJYOq8mJ64sgHDlvMEC510kgHMKk1pJhtLZ0SILQ4k765KPT6QTg/vvv5/bbb+cvf/kLM2bMYOrUqbz77rt4vV60Wm3EZ3Q6HQA+n6/Z4xUEQRBOfbvsVfxt5U98t3cTISXMGclt+O/gyfROzEQnn/R/egVBEE5LZW47b25bxgubF1Dn95JhsPJY3/FcmNtDvGASBAGAIlct/7d+Lu/sWI43FKSjNZnnB0xiRHp74rSGlg5PEFrMSf8EpNFoALjxxhuZPHkyAF27dmXz5s28++676PV6/H5/xGf2Jx2NRmPM486ZMyfm2KHe/AmCIByOuL6c2vY6bYya/golbnvDtpVVhYz46WVWnn83PRPF7BChaYhriyA0nVqfhwdW/swHu1Y2bCv12Ll18VfYfB7u7D4C7Sn8cklcXwTh8Mo9Di6d+wHLq/Y2bNtpr+KCOe/y7dgpTMrp3oLRCULLOulrPqanpwM0WlrdsWNHioqKSE9Pp6KiImJs/3+npaU1T5CCIAjCaWNu6c6IxON+QSXMo2t+weH3tkBUgiAIwvGo8DojEo8H++e6WVGv+4IgnF72OGoiEo8Hu2f595SK64RwGjvpk4/dunXDZDKxbt26iO3bt28nJyeHAQMGsGrVKkKhUMPYkiVLaNeuXcx6j4IgCIJwLILhEN/t3Rhz/Ney3dgDouSHIAjCySbfWRNzzBX0Y/N7mjEaQRBao8UVe2KO7XZU4wr4Y44LwqnupF8boNfruemmm/jf//5HWloavXr14qeffmLRokW89957dOzYkbfeeouHHnqIm266ifXr1/P+++/z+OOPt3Top5VQWOHdFXt5b0UhRbVeuqWZuWdkB87KS2np0ARBEE4YWVKRbYyPOZ6sNyFLJ/17P0EQhNNO/GFqtRlO4SXXgiAcmUM1ltGqZNSyuAcUTl+nxF/JqVOnYjAYeOGFFygvL6dDhw7897//ZdCgQQC89dZbPPnkk0yePJmUlBTuu+++hvqQQtOr9QS4+P0VzNtZzdDcBIa1S2BdiZ3xbyzlsfGdeWR83uEPIgiCcBKQJImb8gbxytZFUcf/0mMU6UZLM0clCIIgHK9Mo5UMg5VST+Nlk4NTckkRDWcE4bQ3OCUXrUrGHw41Gru6Q3/SxHVCOI2dEslHgClTpjBlypSoY7169eLzzz9v5ogEAJcvyNlvLGVrhZPnJ3Wjb1YcAIqi8PHqYh6buY10q45bBue2cKSCIAgnRltLAi8NnsydS79FQWnYflFuT87L6daCkQmCIAjHKssYx/fjbuCsX16j7qDavW1M8bx/5pUk6U0tGJ0gCK1BljGO7866gQtmvxORgOyblMUjfcdjUGtbMDpBaFmnTPJRaH0UReHmL9exvtTOfy7oTl7KgTc9kiRxdf9sKl1+7v5uI2M6JtMxWdy0CYJw8ovTGri2wxmMz8pjTskOnAEfZ2XmkW2KJ1k8nAqCIJyUJEmiT2Imay64l9XVRWyrq6BfUjbd4tPINsW3dHiCILQCWlnNqPQObL7oPhZX5FPkqmNYWjs6WpJIP8SSbEE4HYjko9BkPlpdxGdrS/j7WZ0iEo8H++OQXJbvreWvP2xi2pSBzRyhIAhC07BodVi0KXSyirq2giAIpwqVpCLXnECuOaGlQxEEoZXSymraWZJoZxHNbQXhYKLiqdAkKhw+7vx2E2d1SmZMx+SY+xk0MlMGtOG7TeWsK6lrxggFQRAEQRAEQRAEQRCEpiaSj0KTeODnLSiKwp+Gtj3svmM7JZNh1fHvBbubPjBBEARBEARBEARBEASh2Yjko3DCrSup470VhVx3RhviDJrD7i+rJCZ2TePLdSXY3P5miFAQBEEQBEEQBEEQBEFoDiL5KJxwD/28lew4Ped1TT3iz5zdOQV/KMxX60ubMDJBEARBEARBEARBEAShOYnko3BCLSuw8fPWCq4b0Aa1fOT/vBKNWvpmxfH52pImjE4QBOHkEvJUE6jLJ+AoJBz0tnQ4gnBSCbpKCdTlE3QUo4RDLR2OIAjCYYX9DoL2AgL2AkI+UQ9fEIRTh+h2LZxQ/5i1nbaJBkZ1OPruXme2T+KlhXuwuf0kGLVNEJ0gCMLJIRz04q9aT838e/CVLUeSdZi6XUPCgL+htua0dHiC0KqFPNV49s7BtujvBO35qPRJxJ1xL+au16A2pbV0eIIgCFEFbDuoWfQw7l3fgRJGnzuOpDOfRZPQGUklt3R4giAIx0XMfBROmHUldUzfWsGVfbJQSdJRf35QTjyhsMLM7ZVNEJ0gCMLJI1C9mdLPR+IrWw6AEvLh3PAWZdPOJegsbuHoBKH1UkJBXNu/onL61QTt+QCEvdXYFj6IbdFDhLy1LRqfIAhCNAF7ASVfjMK98xtQQoCCt2AmJZ8NJ2jf09LhCYIgHDeRfBROmOfm7yLdomNMx+Rj+nyqWUeHJCMztorkoyAIp6+Q10bNb/fve/iIFLBtx1+xrgWiEoSTQ9BVgm3x36OOOTd/QMhd0cwRCYIgHJqihHFt+5Kwp/EzkBJwYl/zMuGgrwUiEwRBOHFE8lE4IYpqPXy+toSLemYgq45+1uN+vTOtzNtVdQIjEwRBOLkoARfe4t9ijrt2f9+M0QjCySXsqyV8iDppwbqdzRiNIAjC4YX9Dtx7fow57i6YSdhX23wBCYIgNAGRfBROiFcW56NTqzinS8pxHadvZhwFNg/5Ne4TFJkgCMJJRlKh0iXEHFabMpsxGEE4uUiy7pDjKm1cM0UiCIJwZCSVFlkfe+WYrE9EkjXNGJEgCMKJJ5KPwnHzBkK8ubSACXkpmLTH18OoR4YFgIV7ak5EaIIgCCcd2ZiGtc+fYo6b8i5txmgE4eQiG5LRZQyOOqbSJ4mGTYIgtDoqjQFrvztjjsf1vxdZn9iMEQmCIJx4IvkoHLev1pdS7Q5wQY/04z5WnF5DTryBJQW2ExCZIAjCyUdSyVh63IAuc1ijsaSxr6A2Z7VAVIJwcpANSaSMfxv5dzOEJbWRtAumNdouCILQGmiTumLtd3ej7aYuV6HPanw/IAiCcLI5vmlqggC8viSf/tlxtIk3nJDjdU01syRfzHwUBOH0pTZnkjrxM4J1u/Hkz0ClT8TQ7mzUpgxUWktLhycIrZomoROZVyzEV7kWX+kyNAmd0WcNR23JRlLJLR2eIAhCI7IhmfiBf8PS7Vpcu3+EcABj+/NQW7KRDcfWzFMQBKE1EclH4bhsKXewKN/GI+PyTtgxu6SZmbOzCm8ghF4jHhIEQTg9qU1pqE1p6DOHtHQognDSUVuyUVuyMbU/r6VDEQRBOCKyPgFZn4A2uXtLhyIIgnDCiWXXwnF5e/le4g1qhrWN3RzhaOUlmwiGFTaWOU7YMQVBEARBEARBEARBEITmJ5KPwjELhMJ8uLKIsR1T0Mgn7p9S+yQjsgSri+tO2DEFQRAEQRAEQRAEQRCE5ieSj8Ixm7mtkkqXnwmdU07ocXVqmdwEI2tE8lEQBEEQBEEQBEEQBOGkJpKPwjH7aHUR7RONdEw2nfBjt000sLHUfsKPKwiCIAiCIAiCIAiCIDQfkXwUjonTF+T7TWWM6dQ03dfaJ5rYUOZAUZQmOb4gCIIgCIIgCIIgCILQ9ETyUTgmP24uxxMIM6ZDUpMcv22iAbs3SHGdt0mOLwiCIAiCIAiCIAiCIDQ9kXwUjskX60rommom3apvkuO3TTQCiI7XgiAIgiAIgiAIgiAIJzGRfBSOmtsfZMa2Cka0S2yyc6SZdehkFdsqnU12DkEQBEEQBEEQBEEQBKFpieSjcNRmbKvEEwgzvAmTj7JKok28nq0VIvkoCIIgCIIgCIIgCIJwslK3dADCyeeHzeW0TTCQHW9o0vNkxxvYWi6Sj4IgnHxqfG72Om18vGs1joCPy9r1pmt8GhlGa0uH1iSUUBAl6EZSG5BkTUuHIwjCCaCEQygBF6j1qGRtS4fTrJwBH0WuOr7Ys5a9rlomtelG/+Rssk3xLR2aIMR0On9nj4U/FKTQVcv3ezexqbacM9PaMzKjA7nmhJYOTRBOSSL5KByVcFjhp83ljOnYNF2uD5YTb2Dm9somP48gCMKJVONz8a8N83l2w7yGbW9uX8qw1LZ8NvoaMo1xLRfcCaaE/ATtBdg3vIW/fAXqhC7E9ZmK2toOldbU0uEJgnAMlHCQoL0A5+YP8Bb/hjquHdY+f0YT1x6V7tR8gXIwV8DHtIINTPntcxQUAN7dsZz2liRmTbiVtpamW/kjCMfidP/OHotgOMSiinzOnfkm/nAIqP+eJ+mMzD9nKt0S0ls4QkE49Yhl18JRWVNSR6XLz6Cc+CY/V1acnjKHD5cv2OTnEgRBOFF22qsjEo/7LarI57Pdawkr4RaIqmn4ylZQ9FFf7KtfwFu8EOfGtyj+qD+eghkoIX9LhycIwjHwV22k+KP+1C5/uv57vflDSj4ZiGvH14QDnpYOr8mVehzcsPBA4nG/3Y5qHl49HVfA10KRCUJ0/qoNp/V39liUuO1cPPe9hsTjftU+N9f8+gmVHrH6ThBONJF8FI7KjG2VGDUy3dMtTX6urLj6Tto7q11Nfi5BEIQTQVEU3ti2NOb4y1sWUn6K3NAGnaVUzrgeGiUZFSpn3kTQVdoSYQmCcBxC7gqqZt6EEnQ3Gquaezshd1kLRNW85pfuJKwoUce+2LOOSq+4LxVaj/rv7M2n9Xf2WOQ7bdT5vVHH1taUUOUT33NBONFE8lE4KrO2VdIny4pGbvp/OlnWfcnHKnHxFwTh5BBSFGy+xg8A+9n93pgPtSebsLeKoL0g6pgScBJyFDVzRIIgHK+QtwZ/1frog+EA/qpNzRtQC7D5Ys8UCyphQqfQ7HXh5Bfy2g7znd3YvAGdJJzBQ89g/v2MSEEQjp9IPgpHzBMIsaSghn5ZzVOvzKpXY9Gp2SGSj4IgnCTUKhVXtO8Tc/zc7K7Ea/XNF1ATUg7zAK4oomSGIJx0DpdYCweaJ44WNCqjQ8yxXgkZWDSnxjVcOEUoh06SKafBd/ZYdLImIyFFHUvSGUnUGZs5IkE49Ynko3DEluTb8IcU+mQ2T+FiSZLItOrYVR17FpEgCEJrMyS1LXnWlEbbjWotD/U5C5NG1wJRnXiyPgnZmBZ1TJJ1qC25zRyRIAjHS6VPRB0XI/kmqdCm9GregFpArjmRcZl5jbarJImXBk8m1WBugagEIbrDfWd1Kb2bN6CTRJrezJ+7DYs69vzA88k0iEY9gnCinRLJx+LiYjp37tzof19++SUADzzwQKOxM888s4WjPvks2F1NnF5N28TmexOUZtGxRyQfBUFoQs6Aj211FTy1bja3L/mG6YVbKHbVHfPxsk3xzJhwC3d1PxOrRo9GJTM5twfLJ91JB0vSCYy8ZcnmTJLOehWizBxIGPFszMSkIAitl9qUTvJZr4EkNxqLH/QQsiG1BaJqXqkGM++OuIKn+p9Lqt6MSpIYkdaeRRP/TN/ELHY7qnl1y2L+tPgbPt61igJnTUuHLJzGxHf22Fi1Bh7sdRZvDruMtuZEVJJE78RMfh53E5PadEdWRU+TFDhtfLxrFX9a/A2vbV3MHkc1QbFEWxCOiLqlAzgRtm3bhk6nY/bs2UjSgYcgi8XSMP7HP/6Rq6++umFMlhtfoIVDW7inmh7pFlRS9CnqTSHDomd5oa3ZzicIwunFGfDxTcEGpvz2WcO2V7cupktcKtPH30yOOeGYjptjTuDp/udyd/czUYB4jR7LKbLcej9JUmHIHk3mVUuxLXuSQOV61HHtiR/0INrknqg0hpYOURCEY6DLGETWH1ZQu/wZfGXLkc3ZxA96AF1qP1S6pm842BpkGK38pccorunQnxAKZrUWq0bP0soCxs94HW+ovqzEa9sWk6QzMv/cP9EtXrxwEVqG+M4emxSDmRvyBnJOdheCShi9Sk3KIWY2b7KVMWr6K9QcVNtbL6uZOeFWBqfkxkxYCoJQ75RIPm7fvp127dqRmtr4zU4oFGLnzp1MnTqVlJTGy+CEIxMIhVlWUMs1/bOb9bzpVh2FtV5CYQVZ1XxJT0EQTg+lbjs3/PZ5o+1b6yp4ct1s/jPoAgxq7TEdWyuryTbFH2eErZtKa0KX2pfUCe8RDjiR1AZkXfPUBRYEoWmo1Hq0yT1IHvc6Yb8DSa1H1sW3dFjNTlapyDQduJ4VOmuZPOfdhsTjftU+N3+Y/xEzJ9x6yMSFIDQV8Z09PhnGwy+xrvA4+cOCjyMSjwDeUJDJc95l1QX30OYUv+cThON1SqTnt23bRseOHaOO5efn4/P56NAhdvFo4fA2lNpxB0J0T2vem6oMi45gWKGoNnbnQUEQhGM1s2QbCtG7T3+4axWVXtHw6kiotGbUpnSReBSEU4hKY9r3vY5v6VBahSJ3LdW+6KWA1ttKqfQ5mzkiQYgkvrNNp8rrZIOtNOpYtc99XOV6BOF0ccrMfExJSeGqq64iPz+f3Nxcpk6dyogRI9i+fTuSJPH+++/z66+/olKpGDlyJHfddVfDsuxoxo4dG3OstLSUjIyMpvhRWq1le2tRqyQ6pZia9bzp1vplintq3OQ2Y61JQWhK4vrSelR7Y9eU9YWChJToiUlBaI3EtUUQmo4r4D/kuC90atd9E9cX4XTmO0xdR1fQ10yRCMLJ66Sf+ej3+8nPz8fpdHLXXXfxxhtv0LNnT26++WaWLFnCjh07UKlUZGVl8dprr3H//fezYMECpk6dSjgcbunwTxrLCmy0TzKiUzdvrcxUU/1yx71i5qMgCE0gWkfT/fonZWPRHNuSa0EQBOHU0taSGLPueZxWT5JOvCQXhFNVos6IVRO9drdKkmhrTmzmiATh5HPSz3zUarWsWLECtVqNVlv/kNijRw927drF22+/zZtvvsn111+P1VpfyyEvL4+UlBQuv/xyNmzYQO/evaMed86cOTHPeag3f6eqFYW1dE5p/jo2eo1MgkFDgU0kH4VTh7i+tB7trUkMT23Hwoo9EdtVksSLgy8kWS/qdwknD3FtEYSmk6o38+euw3lx82+Nxp7pP5HMI6gbdzIT1xfhdJZpsPLMGROZuuTrRmN3dB1OirhfFITDOulnPgIYjcaGxON+eXl5lJeXI0lSQ+Lx4DGAsrKyZovxZObyBdlW6SSvmZdc75dm0YmZj4IgHLcqr5NVVYU8tPJn/r5qOquri1BLKj4dfTUP9x5HvLa+O/Ow1HYsmvhn+iRmtnDEpzclHCIc8KAoYpWCIBwNJRQgHPS2dBinHKtWz996jeW1oZc0NJboGpfGZ6OuJkFn4JNda8h31BAW1yzhJKSEg6f1daPMbefXsl38dfkPPLF2Fptry6jzH3j+1Mgyl7brzbSxU+gSV9/kto0pnjeGXsr9vcZi1UafFSkIwgEn/czHrVu3cuWVV/Lmm29yxhlnNGzfuHEjHTt25N5776W2tpa33367YWzDhg0AMZvUCJHWl9oJK5DXAjMfAVJMWgpqYtdlEwRBOJwKj4O/rviRj3atatj29Po53JA3kCf7ncvf+5zFzZ0HE1LCmNVaEvUt87JFgHDAQ9Cej2Pj2wRqtqDLGIy5y1WoLblI8kl/2yIITSbkqSJQs426da+g+O2YOl+BIXskakt2S4d2ykg1mLm582DOa9ONOr+XWSXbeGzNTLbWVQBg1eiZe85t9E3KauFIBeHIhDzVBGp3Yl/3KmFPFcZOF2PIHYvGktPSoTWbElcdV8z/kEUV+Q3bHl0zg2cHnMeNeYMaXk4n6oycn9OdQSk5+EJBNCr5iDplC4JQ76S/i8/Ly6NTp048/vjjPProoyQkJPDFF1+wdu1avvrqK0pKSrjtttt49dVXmThxInv27OEf//gH5513nuiAfYRWF9ehVkm0TTC0yPnTLDrWldhb5NyCIJwallXujUg87vfO9uVcnNuLs7O7kGUSnZpbmhIK4CmcQ8UPl8C+2UOeglnUrXyO9EtmoU8f2MIRCkLrFPJUYVvyOI71rzds8+TPQB3fkfSLZ6CxtGnB6E5Nk2a/zW5HdcQ2e8DLxXPfY+HE28k0ir8pQusW8tqoW/0CdSuebdjmKZiJbGlDxiVz0MS1bbngmkkoHOb9nSsjEo/73bfiR8Zl5hGfGPkMnGaI3bRWEITYTvpl1yqVitdee42ePXty1113MXnyZNatW8e7775L586dGT16NC+++CIzZ85k0qRJPPTQQ4wfP56nnnqqpUM/aawvtdM20YhGbpl/LqlmHUV1HhTRdVYQhGNQ5/fw/MYFMcdf2PgrDv/pu9SoNQm5Sqn85bqGxON+StBD5S/XE3SJcimCEE2gLj8i8bhfsHYn9rWvoIQCLRDVqavC62yUeNyvwGmjwuNs5ogE4egFHUURicf9Qo5Capc/RTh46pe9Kvc4eHnLwpjjH+5s/OJaEIRjc9LPfARITEw8ZDJxwoQJTJgwoRkjOrWsK7bTLrFlZj1C/bJrTyBMjTtAkkl0nhUE4egEwiFq/bFvoG1+N34l1IwRCbEEHYUofkf0sdqdhD1VYEpv5qgEofVzbn4/9tjGd4jreztqs1gKfKL4QsFDjnsPMy4IrYF757SYY86tn5Aw+BFUp3jZhjDKIe8RyzzR70kEQTh6J/3MR6FphcMKG8scdEhqufpnqeb6hGOhaDojCMIxiNcamNSmW8zx83O6E68RhcJbAyV86NlZikgSC0JU4UDs2thKyAdi9cgJlaI3o4tRg1arksWyTOGkEA4eoqZ+KHBaXDesGj1jM/Nijl/SrlczRiMIpzaRfBQOKd/mxh0I0S7R2GIxpJh1ABTViWWRgiAcPbVK5oa8gSRoG8/gTtaZ+EOH/sgquQUiE35Pbc0FlSbqmMqQgqxPauaIBOHkYOn6h5hjxo4XotInNmM0p74Mg4W/9z4r6tj9vcaQZmiZJo2CcDRMHS6MOWZodzaS7tSvW2rV6nmy3zloo9wH5llT6J90as/8FITmJJKPwiFtLq+vWdNSzWYAEgwa1CpJzHwUBOGYtTUnsvi8O7ikbS9kSUWGwcJ/Bl7AqvPvpp1FPJSfCEFHMe4906le+CD29W8SqNtNOOQ/qmPIxjQShv4j6ljymJeRzZknIlRBOOVokrqhyxreaLtKF0fCoIdQaRq/RFaUMAF7Ac6tn1L92wM4t39JwF7QHOEeF18o2OJ1wPVqDbd0Hsz7I64k15wAQI4pgbeHX86fug7DqBZlgoTWTx3fHkPbcxptl9RGEoc/jaw70Mk55KnEV74S2+LHsS17Gn/VRkJeW3OGe8L8/hrSOS6FJefdweiMjgAYZA1TuwxjxoRbyDbFt1CUgnDqOSVqPgpNZ1OZA5NWJrkFay3KKolkk1YkHwVBOGaSJJEXl8Lbwy/nmTMmsttRw1vbljK3bCdTOg3gjOQ2ojPpcQjU7aHs6/EED05cyFrSL/gOfdaZSHL02Yy/p9IYsfSYgja5J7XL/kmwrgBNcg8ShjyGNqkbkiTemQpCNGpTOqnnfIRr57c41r1C2O/E2P484vrfhTqufdTP+CvXUfrVOBS/vWGbSp9IxiVz0CZ3b67Qj0gwHGKvs5bP96xlcUU+3eLTmNJpILnmBAzqI7u+nGjJejNXd+zP2MxO+MMhtCqZDKP18B8UhFZCbUwledzruPf8jH31i4R9tRhyxxM34K9oDrpuBF3lVM+/G/eOrxq21S55FGv/e4k/4y/Ihta/KiEYDlHgtPHp7jUsq9xLz4QMrut0BrnmBPSyhj5JWXw1+lrsAR+SJJF6iNIKgiAcG/GNEg5pS7mDtglGJElq0TiSTVpKxLJrQRCOkyvo56FV0/l8z9qGbd/v3cSA5DZ8PeZ6skwiAXm0Qr46qufdGZl4BAj5Kf/+YrKuXYfGmnvEx5P1iRjbjkeXfgZK0IukMSGfBku/BOF4qc2ZWHvfhqnTxaCEUekTUKmj17MNOkso//7iiMQjQNhbQ8VPV5J+6SzUxrTmCPuIrK0uYfQvr+IO1s+m/rloCy9s+pVvx05hXGYnNC2YJBAJR+FkpjalY+1xA6b256GEg6h0Cag0kSvevIXzIhKP+9lXPY+pwyRkw9DmCveYraouZuz0V/GE6mtL/1y0hec3zuf7s25gbGYn1CqZeJ2ReF3LlRoThFOdmEIgHNLmcgfZ8S3fiCHRqBE1HwVBOG4bbKURicf9VlQV8k3BhhZfyncyCnuq8OTPiDqmBN0Eqjcf03FlfSJqc6ZIPArCUZAkCbUpDbU5I2biESDkLifkLIo6FrBtJeyuaqoQj1qZ287Vv37ckHjcL6SEuWrBR5SKbrSCcNxkYypqc2ajxGPIU0Xdqn/H/Fzdmv8SDvqaOrzjUuq284f5HzUkHvcLKmGuWvAxJW57jE8KgnAiieSjEJOiKGyrdJET33L1HvdLNmkprhPLrgVBOHa+YIBXtiyOOf7q1kVUeJ3NGNGpQQn5gdhJ25C3pvmCEQThiCjBQ99TKaHW88K3yudihz16MtQR8FHoqm3egAThNKKEg4R9tTHHw54qCAdijrcGVV4Xe5zR70Vq/R5KRfJREJqFSD4KMZU7fDh8Qdq0luSjvfXcCAuCcPIJoTSaOXMwTzBIWMx8PGoqnRXZlBFzXJfSuxmjEQThSMjGdJAad3cFkNQGVPrkZo4otmA4fMhxbyjYTJEIwulHpYtHnxu9szuAseOFSBpTM0Z09ILKoa8hvrC4hghCcxDJRyGmrRX1M4DatIJl1ykmLU5fCIdX/HEQBOHYGNVarut4RszxS9v2JlnXum+gWyPZlEniyOeijhnaT0LSWFDEjb0gtCqyKRVrvzujjsUNfADZlN7MEcWWpDPFvDarJRXtLYnNHJEgnD5Uaj3x/e6OmmCUjWkYcs4i5KlsgciOXLLORGKMWo5alUwbU0IzRyQIpyeRfBRi2l7lQiVBprXlk4/7u20X28XSa0EQjt2I9A50jWvcRCFFb+a2rkPRyNFnAgmxBZ1FyJY2pJz7CZqELgCodAnE9b8Hc+fLKPlsCL6yFShidpIgHJWguwJv6TJsS/9J3eqX8NdsJ+w/MfUNVRoz1p63kDDsiYaZy2pLDokjn8fc+XJUat0JOc+JkGm08r8hF0Ude6zvBFL1lmaOSBCaTjjgIVC7C/v6N7AtfgxP0QKCrrIWjUkd157MKxZhaDsBkEClxtjxIpInvE35t5Oo+OFSgo7oNWRbgwyjhZcGT4469kS/c0gzmJs5IkE4PYlu10JMO6tcZFj0aOSWz1E3JB/rvHRJFTeZgiAcHUVRsPndWNRafplwM+/vWMlb25fhCwe5vG1v7ug+gnZi9sxR89dso+yrcYTcZVh63Urimf+HEvQQDrhwbf2UulUvAApl35xD1jVr0cS1bemQBeGkEHSWUjnzBrx75xzY+OtfSBz9EpYuV6HSHV+H5aC7nPIfLkaltZAw+BFU+gRCnkocG9/Ftf1L0s7/BtnQOpZeyyoVE7I7s3Di7Ty8+hfW15TQzpLEo33GMyglB5NGSyAUoi7gRSersWhaT+JUEI5GOODBUzCDip+uBCVUv3H5U2hTepN2/jTUluwWiUtSyWiTupE85hV8lWsgFMCzdxYVP1yGEnQTtOdT89sDJJ/1Kipt60vkqVUyY9I7Mv+cqTy6ZgYbbaW0tyTxWN8JDEzJwajWtnSIgnBaEMlHIaadVS4y41p+1iNAorH+j0KpvXV3UxMEofXZ67TxTcEGPtm1Gp2s5s9dh3Nz58HckDeQsKKQrDehk8Wfw6MV8lRSOf0aQu76GRn6zKFUTL8aJcrMLCXoxle6VCQfBeEIKEoY59ZPIhOP+9TMuwND9gi0uu7HdY6wu5JA9SYAfKVLG42HPFWtJvkIYNHoGZLalq9GX4cr6Ecvq0nSmwgrYXbZq3hr+zJmFG8jVW/mLz1H0Scxk2R960uCCMKhhFwlkYnHffyV66hd/gyJI587ZBf7phaw76Hih0uijrl2fEXCsMdbXfKxzG1nYcUeXtr0G0a1hvt7jqGDNZEErZEkvSi1IwjNSTxtCTHtrHLRISl6fYzmZtDImHUyJaLpjCAIR2Gv08bo6a+Sf1CXw8UV+YzN6MT7Z15JlimuBaM7uYXcVfgr1zb8t6TSRk087heo290MUQnCyS/kKse+5r8xxx2bPyJpxNPHdY6wr+6Q40rAdVzHbyrxOgPxugONELfUVjDsp//iCBx4OT2rZDt3dzuTh/qcRUKMOm+C0Bp5Cuc1Sjzu59z8AXED7kNlzWnmqA4IOUtiDyohlGDrKo9V7nFw46Iv+KVoa8O2WSU7aGOKZ8G5U0lCJB8FoTmJ5KMQlaIo7Kp2MaJd61mGmGTUUiqSj4IgHKFgOMSb25ZGJB73m1O6g3U1JWQYj2/p4pGw+dxUeV34wyHitHqyjHFIktTk541GCYcIOYsJBxxIsh6VIQX5GJdvKqHImeghbxVqay5Be0HU/fUZg47pPIJw2lFChL01aFP7Yu11KypdPKjU+CvWYt/wxqETAEdINqbGHpRkVPrW34Ch1ufmrmXfRSQe93th86/c0HngcSUf6/weKr0ufKEgVo2eTKMVWdXypYiEk0vQWUrYZ0NSqVHpEw85ozjkrog5poS80MLN2zSJnWOOSVorkqb1lMYKhUOUexzc0Gkgt3YezNzSnbyzfTmuoJ9CVy3/27yYJ/ufI2p9C0IzEslHIaoyhw9PINxqll3D/uSjWHYtCMKRqfC6+HDXqpjjb2xbypiMjmibYMm1oiiUexxU+9zcsXQa88t2AZBusPDCoAsYn9WZeK3hMEc5sUKeapzbv6B28WOEfTaQVBjaTSRp1L/RWHOP+ngqfQKSxtQwQ8qx8R3i+t1N9fy7Gu2rjuuAJrHr8f4IgnBakLQW4gb9HbUxBdvSfxJy1jdy0GUMJmX8W6Ac/8sLlSEFU96luLZ/2WjM0uNGZGPjxlytTY3fw9zSHTHHZxVvp1v8sXXtznfU8Oel3zC9aBsKCsk6E0/1P5fJbXugKFDpdWEPeEnQGkg1mIlr5uu50PqFAy68JYupnvMngvZ8ALRp/UkZ9xaapG5RX0IaskdSG+N4mqTuSC28pFk2Z6FLH4yvrHGphviBf0O9r3lVS6vyuvhi91oeWfMLNr8HlSRxTlYXvhh9LVcv+JjuCekMTs1hdU0RGkkmxWAm0yBeLghCUxPJRyGq3dVuoHV0ut4v0aihuK51TecXBEH4vUAoyIrqQio9Lv68dBrF7gPLG8s8Dq6c/xE/j7uJCdldjun44aCXkKuMgG0bSsiPNqkbsjEVlTb2jANFCePe+S018+48aGMYz+4fKK/dRcrZ7xHyVKJJyEM2ZaCSD198XTZlED/4EWy/3Q+Av2INwZyzSBj+NHWrnifsqQIkDG3HkzT6JdTmzEMeT1EUQs4SgvYCgu4yNPGdUJvTkQ0pR/R7EYRThayLQ58xkLKvx0ds95UupXLGDWRe9mvUzylBP0F3GUHbDsIBJ9qkbqiMqci6xuUlZH08iWc+h0qfiGPTuxDyI6kNxJ1xH5bef0SlOfxyxJDPTthdjr96MyqNCXVCpyO+frRmJe46Jsx8g532qoZtVT4Xtyz+Ep2s5rfy3by1fRkAEhKXtO3FvweeT6Yo4yEcJFCzlfJp5wFKwzZ/+SpKvxxF5lUrotZAVsd3QJt2Bv7ylY3GkkY+j/pQM5b3CQc8hNzlBGxbUUJBtEldkbTxKP5a/NWbkWQtmoTOyKb0o64fqTamkjrxE2p+ux/Xjm9ACSFprcQP+BvmbtchyZqonwu6ygg5iwnYC1Bb2qC2ZDdZojKshPm2YAN/XjbtoG0KPxVtId9p44Mzr6LYXccti77E5q9/rkzWmXhnxOWMTu+IUXNyX78EoTUTyUchqj019cnHdEvr6RiYZNSyvNDW0mEIgnCSSNGZuKZDf55a37hpA8AtnQc3yazHAlctNy/8ktu7Do9IPB7svpU/0jcpm1TD0c1iCPuduHf/SNWsmw8se5ZUxA98EGufPyEbkqJ+LuQswbbksahjgZrNBGzbqZozFcIBUs75CEPOWag0B2byhEN+Qs4ivMULCTqK0WcNRROfh6XbtciGZGxLHiPkKMSx6V0SR/6bzMsXooQ8SLJu39LuQz+UK4qCv2oD5dPOa2hgA6BvM5qUCe+gNmcd1e9JEE5mIU8NtsWPRh0Le6rwFv+GJqFj5PagF2/hPCp+viqiXqOl120kDH4o6jJrtTmDxDOfJa7/vShhP0gqgjXbcax/HW1iF7Rp/VFbcqLO0Aq6K6lb8X/7alPWJ1cktSHq9aOpJGoNjMnoFHP247is2EtED2VrbUVE4vFgf189nQd7j21IPioofJm/Dr2s5uUhF2EWnbYFIOSr2/cdVhqNhX11uHd9T1y/OxqNqU3ppE36krqVz+PY+A5K0I0mqQdJo/6NLq1/42MFXIRcpXj2ziXkrcGQPRIkmbJvJ6Lsq+saP/gxlKCLulXPgxIGQJJ1JI97E2P78466QYzakk3yWa+TMOyfKEEPksaC2pQRM/EYqMun/PvJDQ2uADQJeaRd8B2a+A5Hde4jUeK288iaGVHHNtWWoZNl7l/xE3WBAxNaqnwuLpzzLmsuuIceCa1j9qYgnIpE8lGIane1m0SjBoOm9dTBSDRqKHf4URSlxeqlCYJw8tDIMjd3HszHu1dT4Ix8cTEmoyO9Ew89E+9YfbFnLTmmeNbWFMfcZ6OtDE8ocNTHDtrzqfzlOiIeaJQwtcueQJc+AGO7c6J+LhxwE3KXxzxuwLYNtSWHQPVGKn68lKxr1qHdV9spHPLjLVpA+feTIeRv+IwmqTvpF36Ppds1GHLGooR8SCotsikdSRX7b0fIWwvUz7xq2OYsouybcwh7KiP29RbOw7bkcZJG/QeVRjSOEE4t4ZAfxe9EUhsiknVK0I2/YnXMz3kK52LpMSViW8hRSPn3FzVqVuFY/yq6tP5Yul8b9VgqtQFVXFsCtu2UfjmWkKv0wJgunvSLZ6JN6d3ovsu7dw72NS9FbFOCnkbXj6YUrzPyn0EXNGo4A3B3tzPJMBxb/bkVVXtjjhW6aknSNZ4V+snuNTzcZ5xIPgpAfcMmX3nssi+ewrlYet2KSt3434vanEXCiKeJ6383SjiIpLEgSSqQIpcEh/1OXLu+p2rmDQ1JxVpAlzmUlLPeoOKnK1Bbc1CbM6iafWtkfCEflb9cR9YfVqJN6XnUP59Kaz6ipGXIU03lL9dFJB4BArbtVPx0BWmTfzqi2ZxHwxX0U+6J3fxuRVUh2aY46mojV9OFFYX/bPqVlwdfhF4dPZEqCMLxEYUNhKjya9xkWFrPkmuAJJMWdyCEw9f8xZYVReHdHcvp++3z9Jz2L/61YR6BcPRudIIgtB455gTmnzOV5weeT7+kLIamtuWTkX/ggzOvapJmM4FwiOWVe6nyucg0xp7tl6I3o5GO7k+wEgpiX/ca0WZSANQue5KQt3FzHQBJ1iLJsa/psimdsLd634nCOLd+0jAWchZT8f1FEYlHgED1JmyLHyUccKM2Z6KJa4fakhUz8Rh0FOPY/CHl311A+XcX4Nj8IUFnfYI2YNvZKPG4n3PLx4dMnArCyUYJ+fHXbMP22/2UTTuXypk34C1bQWjfTCUlHEQ+xGxftbVto23O7V/G7JJbu+IZgq7Y36GQu5KKn6+OSDwChH21lH8/mZArssFN0FVO7fIY3bZ/d/1oal3jU1l1/t38tcdoeidmMi4zjxkTbuFvvccec7OZdpboM8gBzGod/lDj+9CQEsYeEE0RhXqSSnPIGfuauA4xZwoCqGQdsikTlDD21S9Q9u1EKn6+Gm/Rwoa/80FnMVUzpjQkHvfzlSzGW7IYQ+5ZmDpfiWPTOzHOomBf/zpKlH/PJ0rIU4GvdEnUMX/lOsLu6H/3j4dOpUZ/iFUtqXoz1T5X1LH1NaW4f3evIwjCiSNmPgpR7a5xkWZpXTUvkoz1f6RL7T6s+uZ9I/XCpgX8dcWPnJnWHr2s5sGVPzO7ZDvfjLkek3jLLQitWo45gTu7jeCaDv2RJRXxuqNbDljirsMfCqFVyWQYrYecea1RyfRPasMPhZv5R7+z0ajkqC8q/tpzFOnGo5uVo4R9BGp3xhwPOopQgtGbcsmmdMzdr8ex/rVGY5LWiqxPjkg8BKq3oITDSCoVvrKVjTpb7+fc9jnxQx5BpWl7yNiDzmLKv5+Mv3JtwzZf6RK0qf1IO/9bgo7YM40IB1CC4qFeaDnhgIuwtwYUBUkXd9gyAofjK19N6ddnNST0/RWrce/4mqQx/8Pc9Q9IagOWnjdhW/hg4w9LMobc8Y02B2q2xDxf0LEXwrFnWoc8lRHfzYgxZzEhV3lkIiUcIOgojHm8QM3WhutHU1NJKjpYk/lnv7P5S89R6FQyFu3xvTwfmJyDUa3FHWychLimY3822kp5c9ilxGkNlHkcvL19GRtspVg1reulvdC0wkEvYU8lihJGpbEgGxIbxmRjCvEDH6Di5yujfFLC0vOG+tmMh+Cv2Uzp5yNRAs6GbZ49PxE/+BHi+t2Na9e3xHoZ6dz8AYkj/0XYV0vQURTzHIHanShhH1ITlKABUPzRk3z7hf32E37OdIOFKZ0G8urWxY3Ghqe144zkNrw46ELqAl4+2LmSheV7GsZ7JKRjPMlr1gpCayZmPgpR5dd4SGtF9R4BEo31fwxK7c37ELqupoS/rfyJy9v14dG+47m/1xieHXAei8rzuWrBR4TC4cMfRBCEFiVJEkl601ElHqu8Tt7bsYIhP75Eh6+eYtCPL/L29mVUep2H/NwVHfqgVcm8sPFX3hl+OSZ15I3sVe378YcO/VEd5cxHSW1AnzUi5rg2rV/UZVAhrw1P/gyM7c5Fnz0yYkylSyBt0tdIWgup531J/MAHURlSMOSMaUgcHFyDsZFwAI5g+bgnf2bU5Ia/YjWewrlokrrF/KxKF49Ke/jmF4LQFAK1u6ma/UcK3+1M4TudqJx+Nf7qLSjHuPoh6CqjatZNjWYSA1TPv4uQuwJJpUZtycXc5Q8R45KsJ3ns/wgHGl+D9G3GoNInETfgb6Se9yWpEz8jaez/0Kb0RpfSF0kd+9p3uOR+OBC5hFHSmNCm9Im5v6HN6GZJPB5MI8sk603HnXgEyDbFMWPCLcT97ljnZXfl1s6D0coaHlo1ncvmfcALGxdwY94g3h9xJanHuMxbOPkE7YVUL7iXove6U/ROJ8q/vwhf+WrCB72o02efibXfncBBLyxlLSnnfIjaknvI44c81VTPuT0i8bhf7dJ/EPbZCDlil3YJ+2yo1CYCtbvQpvSOuZ8+a8Qhrw3HS6VPaLRc/AAJ2ZB8ws+pV2t4oNdYzsrsFLH9mf4TuTFvEBfOeZfL53/Iw6t/4azMPF4ZcjESEipJ4u7uI8WSa0FoQi0683HDhg2sWbMGu73xWw9JkvjTn/7UAlEJwVCYYruX9Fa27Dpx38zHMkf0GThN5eFV08kwWLmh04CGbX2Tsni4zzj+vmo6j62ZwT/7R6+zJghCJHfAT5nHQbXPhUmtJcVgJkV/dMXOm4Mn6OfVLUt4bO2BouUlbju3Lv6KfKeNB3uPxaiO/nY815TIzAm3csX8D3lt62LeP/NK7H4vISXMoJRcMoxWEo9hOaAkqTB3uZK6Vc9FNJSoH1SRMPBBkCNfGinhEO6d31I1+1YkWU/84Iex9r2TYN0u1HEdUFuyqVn0CN6CX4B9taLOfg91XAd8FauRDanoMgbHjEltbYekqf//r77wfTlhXw2S2oRsTEE2JBPy1ODY+FbMYzjWvULKxE/RpvTGX7mu0XjcwAeQjU1Tn1MQDiVg30vpF6MiEvCe/BmUFC8k66oVjZq+HE7IV7evU/326DuEAwRqtmJsdzayKQ2VMYW0C74jULsDlcaMypCCY9MHJA7/J0FnMbIps2EmtiF3AmpLDnXLn6JuxTMAqK25xA9+GE1Sz5jNqABU+iQktQEl6IkyKjVaPirrE0gc/iSlX4xstLdKl4Ch3dlH9gs5ArU+DxVeJ3UBL/EaPakGM3Hapm1mo1bJDErOYe0F97LdXkm110X3hHSSdCb+uXYWr287sIx0j7OGO5ZO44VBF6BXiQVlp4Ogo5iyaedEfI99pYsp+Xw4mVcsQZdan+yTjSnED/o71p634Ktch0ptRJPULWqX6bDfSchdTjjgRVJrUEK+mMuVAbwlizG2OyfqagYAXcYg/NWbcG39hJQJ7+HJ/6XR8mxJY8Lc5crDzsA8HrIxFXO3a3Fueq/RmKnTxaiMKSfkPP5QkBKPnSqvC61KJkVv5qORf6DUbWdLbTmdLCnMLdvJlN8+a/hMucfBY2tmcGOngdzRbTij0jvQwRr7OikIwvFrsb+S77//Ps888wyKEn26uEg+tpwSu5dQWCHN3LqmnRs1Mnq1ilJH88183GQr46eiLfyt1xjUv6tjNiglhxvyBvLU+jkMTWvLOdldmy0uQTgZlXsc/GvDPF7esqhhKXLfpCw+G3UNHa0n/u338SjzOHh6Q/Qu2c9tnM+NeQNj1gXTyjLD0tqybNKdVHidBMNh+idlk2YwoztEjacjobbmknHpPCpn3ECgemP9NksOCUMfp3bNS+gzBmPucgWyvn75V8hVQs3CBwBQQl5six4ClQZNUncShj5GySeDOHjZlq9kMZW/XEfK2R9QPu1cVPpE0if/jC5zKL6SxkuYEs/8F2pzBkFXOXXLn8a+4Q0I19eP0qadQeq5H6HSxaMosWeIK0oYldpM2qRvqJp/F57dPwIKktZC/ID7sXS9usmWhAlCLIqi4N71XdSZv0rARd3qF0kc+a9GSYRYgs4Squffg7nLFYfZs/67oknIQ5val6rZt4GkQgl5UVtzSRjyKBU/XEbYbyflnA/QZQxGJWtBCVI54zrC7ooD57QXUDXzJjIunX/IM8qmdOIGPkDt4kcajVl63oTK0LghhDa5B6nnfUX1vDsaakJqU/uSMv6dw87qOlJFrlqmLvmGnwo3AyAhcUFOd14aPJks0/EtfT8cWaUix5xAjjmhYdsOeyVvbFsadf9HV8/ggpwe5B60v3Bq8lWsjv4CIRykZtFDpJ77cUNpBnlfmQZNQqfG++8TdJVhW/wYIVcp5i5XUvPrfSSNeSnm/gBhvwNd2hloEvKixCKRMPSf2BY9TNhXh2vPz6RO+oaaeXc0lDjRJPUgZcLbqK0n5rsai0prIWHoP1CpTTg2vlVfwkWlwdztOhIGP4ysiz/uc9T6PMwo3sbfVv7EXld9c8H2liS+GH0tvRMz6JWYSYGzhn+snRn18+/uXMGGC/9KR2tSo2c9QRBOrBa7m3/33XcZO3YsTzzxBPHx8S0VhhBFfk39m+/WtuxakiSSTVpK7c038/GdHctJ0BoYld4h6vjl7fqwwVbKtb9+yurz76GNOb7ZYhOEk0kgFOLtbct4YdOvEdvXVBczfsbr/Hbu7U3+MHk0qrwufDGKsAfCIXbaq1hWuZdBKblkG61ofpccU0kqsk3xZJviT2hckkpGl9qHtPO/wl+1EcIhQt5q6la9gL9qPe5tn6G25mBqfx4AYa+tvlbdwcIBjLlnYV/1AtHqRYU9VfjLV6FN6YO/ci2lX44l6w/Lsa97DcfGt1GCbtTxnUg681/osoYRDvmwr30Z+7pXIo7jL19J2bRJZFy2AEv3KVTH6Pxp6XEjsiEBDAmkTHiXsKcCJehB0lpRmzIPWZRfEJqKEnDi3vV9zHFPwQzCvodQqdMPe6yQz07Ngntx7/wGQ5tRqOPaE6zb3XhHlRpNYhcA/BVrcKx9mcQRT6O2tiPkqSBQtYmqmbc0JETLpp1L1tWr0Sbk4S1aEJF4PFjNwgdJu+CbhpcSjU+rw9rzJmRDMrVL/0nIVYpKn0hc/3sxd7sWWde4OZdKa8HYYRK69P6EvTZQaZANSSdsGaXN5+bWRV/yS/G2hm0KCt/u3UhIUXh5yGR22qtZUbmXtpYEBiTnkG2KO6LkQZ3fQ6nbzpzSHYTCCmMyO5FltB62QU2+w4YSo8aePeClxucWycfTgGvntzHHvIXzUPwOOMK6sOGgh7rl/4dzy4eknf8N5d9PhnAQf/VmtGln4C9fGfVz+jaj8ddsJnHk8zi3fIRr5zQI+dGm9CZuwH24dv1I8oR3IORHZUxDbUxGlz6g/hqhklHpE094l+lY1KZ0EkY8hbXfnSgBB5LGjGxMQ6U5toZQ+4XCYYrctSwuz2e9rZTH+01AAv628id2O6oZPf0V1lxwD+0sSVT73Lii1HCF+i7XZR47XeKP//dR5XVS6KplXukuLBodozI6kGGwYhb9AQQBaMHkY11dHVdeeaVIPLZCBbVuAFLNre9CmWDUUNFMy66D4RAf7lzJ2MxOaGLczKokift7jua2xV9zxfwPmHvOVHRiho4gNFLqsfPcpvlRxwqcNnbYq1pV8vFw32NPKMAfFnyMXlbz47ibGJ7atlEC8kQL+eqQJBUqrQVP/kyq590RdT/b4kfRpw9ENqZCjFlZmoTO+zpnR+erWI0msTP+yrUoQRc1ix8h+azXiOt3J0o4iKQxojbVJ10C9gLsa/4b9TjB2h0Ea3dgbHcu9sRuBGo2R8aR1B1j2wNLNGWdNWqiQxCanUqLSn+Ipcq6eKQjXGYbdpfj2vENAPa1r5Aw7J9U/nJdwyzh/RKHP4NsSCPkqaW+KcUtBBxFODa9j7dwbuMDh/w4N71PwtB/4CmIPqsHwF+xipCnirrVLxKs211f/zVzGGprTsM+siEZS48bMbY7ByXoRZJ1yKaMmN3rof6lsNqcBYfo6nusKrzOiMTjwX4o3MTUrkM5Z+abDduMai2/jL+ZQSk5h0xA1vjcvLjpN55YNyti+21dhvJo3/GHLANiOUwC4VAddoVTh9qUEXPs0DUOD1DCIcJ+B2G/A9eubzG2m4hrx9fo0gagSx9I2O8kceg/KP/h4kblEKz970E2pWJf/R+cm97DlHcpKRPeQ0IiYN+DbeHfCdr3ENfvDpBkXFs/xle2Al3GIIztz0NtaXPE164TRaU2oIpre8KOF1bCrK4uZtyM13AEDjwXtrck8c7wy7lqwcfU+j3MLN7OrV2GHLYkgkl9/M+8ZW47U5d8w3d7NzZsk5B4dejFXNG+DxbRkEoQWq7hzPDhw1mzZk1LnV44hL02D3F6NQZN65t6nmDQUNpMycdFFflU+9yMjjHrcb84rYGH+4xjVXUxty3+KmYpAUE4nbmDAer8sUsmbK0tb5Y4guEQpW47ZW47oUM0jLBq9DGXgueaEyj31BeB94aCTJr1NsXuo+vYWO11UeKuw36I30lDzI5C7Bveovy7Cyn/4VJcu75HtuZCjI6MgZr6Zhghbw2SrEeXMbTRPmFvNWpzJqg0mPIuJXHkcyQMf7qhvqPamou567UNhej9letRgl7U1hw08e0bEo9QvwRVCbpjxh+o3YXakk365B9JGv0S2pQ+aFP6kDT6v6Rf+ANqy4lPXAjC8VKpdcT1vT3meNwZ9x7xLL+wv479s4wDtq04N71H2vnfYOp8JZrEbhjank3GpfMw97iBoKsE+9r/Urv8KVw7p6FL7kn8wL/FPLavfCVK2I8mPvayTtmUiSd/BnXLn8a17XMqf7mOks/PJFC7K2K//clETXx9PdhDJR4bfragj6CzlKCr/ITe/9h80epPHvD7a6c76GfirLcOey3eUlveKPEI8OrWxSwuz280473S46TEXYcr4CPLGBczOdkvKYtknWiMdTowd4nWwbqetfefkI1ph/x8oC6f2pX/ovy786mefweJw57E0utmzJ2vxJAzBl/ZcgJV6wm6y8m4/FfM3aegSeqOvs0Ykse/jaXbdcgaM5r49ighL84tH1L581VU/HwltoUPErTvQTamoQSclE07h5C7HF3mEELOYsq+ORtfxdE/f4d8tQSdJYR8tUf92aZQ5KrjvFlvRSQeAXY7qnl2wzxu7TwEgKWVBQAk6830SIg+Sz3dYCFFbzrie7JoFEXh64INEYlHqJ+t/cfFX1HgrD2m4wrCqabFXtE98sgjXHvttRQXF9OrVy8MhsbFoy+88MLmD0ygsNbb6pZc75dg0LC7OvZD7on0XcFGUvQm8uIOPw2/a3wa9/YYyTPr5xKvNfDcwElH3clWEE5lBrUGs1qHMxj95UGnuCNfqhdWwpS5HQSUMAZZfcQdRvc6bby9fRkf7qpf/nt9xwFc32lARE2v/XyhIC8MvIBrf/0Em//AQ3CcVs9/B0/mnuUHlmN6QgHW1hTT1hJ9SePBqrwullbk88S62RS6aumflM1j/SbQ2ZqCKcqsmqCjkNKvzyZYu6Nhm7dwLvrc8SSd+S+q593Z6DOJw57CX7mO2uVPEvY5SBrzXyqnX9NQlw3Atf1r4gY/ilofj3P7l9StegFJbcTc+XLi+t6JpLVQu+IZkka/SNWsW9AkdIq6RCroLAWVhqTR/8Wx8a2oDWM0ce0AUFuysfb+I6a8SwEO2QBDEFoDTWJXrP3uwb763xHbjZ0uQZ896oiPI2kjZ/N6CmbhLfoNY6eLMOVdgqnLVWjj2+Ov3kzpV2cR9lQd2HfPz5h73kLqeZ9T8ePljY6tTe6JpNJi6nwFtcufatRUAsDS+1b8NTtIHv8WKo2ZQO1OHBvepnrBvaSc/cExzTZWFIVg3W7q1ryEe9f3SGoj1t63Yep0Uf2LjeP0+07Tv2eI0pHWEfCxtbYiYulznc9DXcCLJEnEqfX8e+OCmMd8buN8AuEg/ZLbYFHrmFWynWc3zKPS62R0ekce6zeBb8dOYdyM13EftIQzVW/mwzP/QIqh9TVPE048taUNiaNeoGb+3RHbdZnDsHS/7pBJ+4BtOyWfjyTsrW7Y5imYRcYlc6n46XJCzuKDts/E2OliTB0vRJ85BGQ9tt/uJ/2S+uS5sf151Cx8sNEMakltIGnsq4SDXpJGv0Tdiv8jYNuBJrEzCcOexLXzO9TmrCP6noZ8dfirNlC75HECNVvRJOQRP+QxtCk9T0i9xmOx11nDBlsZVT5X1PH5Zbu4s/sIAPolZQOQajDz6ahrGP3zKxGfM6t1fD7qGh5c+RMLynfTNzGLx/pOoEt86lEtlS7zOA55bXl/xwr+NXDSER9PEE5VLZZ8nD9/Pnv37mXPnj1Mmzat0bgkSSL52EL21rpJNrWuZjP7JRq1LM63Ncu5fijcxOCUXFT7OkkezrjMPDzBAC9u/o0Cp41Xh158xEkRQTjVZRgs/LnbcJ5e37iJS4bBSucjSPIDlLkdfLp7Nc9umEeF10m3+DSeHXAeQ1LaEq+L3QF1r9PGqOmvUOA8cP14fO1MPty1irln39aoXmtdwMv9K3/kreGXsddVS4HTRhtTPO3Mifx91XR22qsi9i9zOw4buyPg5aXNv/HkutkN234q2sL04q38NO4mxmd1jthfCYdwbHo/IvG4n7dgJubOlyObMgi5Shu2mzpfTjjkpfy78xu2Vc2YQuLI50AJ4S1ZgtqchTa5B7I5k7KvxhP2Hfid1C57Al36IOIHPYiv+DfMnS8nfsjjmDpMIugsRqW1ojZnEnJX4t79I7ZlTxByFKK2tsPa98+E/XZqlzzWcDy1NRf175ZaiaSjcLKQDUnED7wfS7erce36HkJ+jB0mobbmIBuOvEurbEzF0O5cJEnG1PlyJJUaRQnj2vE1noJZWHv/kZCnGtviRyISj/s5N7yBpds1oDFDwHlgQJKx9LwJSSUjac0kn/U61XNvr2/qsI+py1WYOpyPY8Pb1Px6H2FvDdqUPiQM+wee/JmEPVXHlHwM1u2m5NOhEdePmgX34Nr2BannfY7aHHtp6pFI1Zs5M709v5Y1ro05JqMjyyr3Rv1cpbf+9xMMh9hSW8H9K35kZsl2dLLMG0Mvpdwb+1pd5XWxw15dv3TyrBu4YeHnDc3RPt2zhq8L1rNi0t1suPAv/Fq2m021ZQxKyeGM5DZRX2IJpyaVzoql6zUYcsbi3v0TYZ8NY9tzUcd3QG2KPesx7LNTvfCBiMQjgKnjRTjWvx6ReNzPveNrzJ2vQBOfR9Cxl+QJ76DS1Ce5ZXM2aed/Q8UPl6GE6mfsqa25pJz9Ad6SRQRs27DtazgHEHKX4y36lcQznyXsdzY61+8pIT/und9SNevmiGOUfTWW5LNex9T1D/XNrprRXqeNyXPe46a8wYfcLxAOY5A1TGxzoBlot/g0Vpx/F8sr97Ksci8drcn0SszkzqXTWFVdBMD04q38UryNb8dOYWKbrkhH+AwYUsIN156ocbtqURTliI8nCKeqFks+vvLKKwwaNIg777yT5OTW1eX0dLfX5iEvpXW+vU00aqhy+wmGwqjlpptZWOCsYbejhus6Djiqz52f050knZHnNs6n41dPc3m7PozO6Ei3+DQ6WZOjzmwShNOBVlZze9dhlLrtvL9zZUPR/k7WZKaNnXJEjVlsPjf3r/iRj3YfaFyyw17Fz0VbSdNbUBwKFo2eVL05IhEZVsJ8uWddQ+LRpK6/WXYF/ex2VDOtYAOjMzqil9W0Mcah12hJ1pnYYa/i4rnv09GazL8Hns+/Nszjt/I9UWPrn5x92PjLPc6oydewUr8sZ+HE28k0Hqh7GXJX4Nz8fszjuXd9j7HDhTjWvwqAypRO3Bn3UfJp5E150LGXyp+vQpvaj4Sh/6Tmt/vQpfZFUcIRiYP9fGXLCLnLkc3ZuHZOw9huIsUf9QcU1JYcks/+AM+en6lb+eyBc9j3ULPgHuIG3I+x42TcO6ehSexK2qQv62vCCcJJStYnIOsT0Cb3OPZj6OJJGvUi9vWvUTXnNhS/o36mcffrSRz+NLIhmYBtB+7dP8U8hnvPT1i6XYNj3b7vuz6RlLPfR21tR9BVRqBqI67tX5By7qeEXCWE/Q60SV0BFVXz7sRbcGCpsb9yLZXTryF53JtHVJ/u98JBD7Ur/i/G9WMp/qoNR518rPK6qPK6cAX9JOoMpBssvD/iSq799ZOI6+6o9A78pcdoLpv3QdTj9ExIZ6+zBnvAx6jp/6N23zJKbyjI+ztXMiy1HUsqCqJ+dkhqLhtspVT73Ly1bRkX5/bksz1rG8b94RB/XPwV3501hWs7nXFUP59walHprGh1VrT7GkT9XshXS8hdieJ3oNLFIRtTCflseKJ8xw2546me9+eY5/LsnQ3hEI6NbwH1MyyTx76CJrEL+jZjyLpuA4GqTYR8NnTpAyj7ahxJo1+kcsaUqMezLf0nhtwJh/0Zg65SqhfcE3WsesG96HPGoDrB3bIrPA4q9zX8S9QZyTBa0O1rOhcKh/lo1yrW20oP2dgpTqtHAmZOuAWNpGJVVRFGtYYUvbnhJcHHu1ZxXptujPz5f4R+N1t8/1LpZZPuPOJa5BaNjhFp7WLWqT0/p5tIPAoCLZh8rKmp4amnnqJ3794tFYIQQ2Gtl+HtDr98sCUkGrUoClS6/GRYm65w79zSnUhAr4Sjf3M/LK0dPRIymFawgVkl23lnx3IAJKBvUhY3dx7CDZ0GHFFHRkE4laQbrbww6AIe6DWWCq8Ds0ZHqt5MuvHIZt2UeRwRiUeNSubDM6/im4L1DPrxRcL76o2dk92F5weej0WtI9MUh83n4ZPdq7kgpztTOg2k1u9BQiJOq+et7cv4dPcaSjx2Xtu6mH/2O5tL2vYizWDhzm7DeW7jAnbaq3h8zUymdBoYNfk4LLXtEc162WQra4jx9wqcNmw+T0TyEUCJsoTywGCI+EEPYul+HYoSRqWLw1+xBsKBqLv7K1ajBJwEqjcR1/fP1PwWu46cJ38m+swhhNyVBGt3sr9eXdCxF8Vno+53y1D3s695icwrF5Mw5BFUxnTUYpajIBAOuLGv+S/2tS81bFOCbhzrXiHst5M06oX6b9ihvu/h+u+7ucuVSCoNsjEVlT4Zf8UqHJs/RAl68BTMwlMwC9mYjqTWE3JXknL2exGJx4PVLn+a9OyRR//zeGtwH6Ljr3PzBxhyz0I6wsTmbkc11yz4pKE+m1Ylc3vX4fyl5yi+GnM9lV4nNT43iTojKXoTvxRti1rCY3xmHgpQ5LKT76zhlSEXA/D8xgWsqi5ibulO7ukxkre2L6PWH1lT0iBruLJ9X86f/Q5QPyv98b4TIpKPAEsq86kLeEnSi/qOQnRBRxFVc2/Hs+fn+g2SClPe5cQP/jtEuQeQJNUhv/tK0EPIc2C2pK9kEaVfjCLzqmVo4tqisuaiseaiKAr2da/Ur4ZQwiiB6MuSFb9jXx3aQwvvS55GPUbASchdgeYEJh+31JZz5fyP2GCrX81hkDU83GccN+YNIllvotrn5tPdawgrCksrCzivTTd+LNzc6DgP9x7HgOQcvs5fz9hfXsO/b/bygOQ2fDH6Wl7bupgF5buZlNO9UeJxv1KPnWqfC6NaQ4XXyW5HDYlaA1mmOLKMcY0SiXFaA0/2P5dZJTsaHTPLGMeItPYn4lckCCe9Fks+9u7dm+3btzNkyJCWCkGIos4TwOELkmJqnTP0Eg31b79K7d4mTT7OK91JnjUF62FqDsUSp9Vzfaf6enKOgI9CVy35zhqWVe5l6uKv+Gz3aqaNnUKcNvYyUUE4FVm1eqxaPR2PosbjfptsZRH/fWPeIKYVbOCLPZF1BqcXbcUR8HFp296MzexEusHCpe36IAGXz/+woaGAXlbzz37n4A8HqfS6cAR83LXsO3JMCVyQ24N7e4wm3WDl6fVzWFVdxNjMTnxw5pU8unoGe5w1GGQNN+QN5P6eY0g7ghILWvnQLxzk393MyoZkzJ2voG7lv6Lub+lxI2pTGmpTGkFnKWXTJhI/8P6Yx9ckdkM2Z2LsdAkqfRKSHPs6L8k6wgEXxg7n4Vj/1kEDKsJBd6MaU/spQQ9hvwsk8Gz9GNmYji59ALI5q9mXZwlCaxFyl2HfN0P591xbPiZh4AOotHEYcsfjKZgRdT9j+0koAS/alD6o9nWxD9h2Uvb1BPQ5Y+u72x90PgBNck/CfifG9pPwV60naI+c8Res240S8nP0pJgNrwAktb5+nyNQ4q7jnJlvRpSy8IdD/HvTAuK0eu7vOYbk3yX6Jrbpyscj/8DfVv5EoasWk1rLLZ0H88fOQ/m/DXN5d8eKhtn1CVoDrw69hP9tWcRv5bv564of+Gbs9Ty1dg5zSnegoDAstS339xrDo2tmNCQqtCq5Ycn1wVSShHSEP5twegg6SwjU7sBfuQ5dxjBsix7EWzjvwA5KGNe2T9HnjEWfMxbv3tkRn/cUzsXYfhKu7V9EPb6x42Tce37BesZ9BCrX4y3+lbDPhnvX91j7/rkhEaYEnLh37itlJh36fkNSHcHf48MdQzpxaYS9Thtjpr9KxUFLlz2hAA+u+pl0g4XrOg1AJUno9nWUf3bDPN4fcQVtzYm8v3MFjoCPTKOVf/Q9m/PadOO9HSv426rIWaYrqgr5Mn89PxZuIRgOoz1EB2yVJGFSa5m6+Gu+yD9wj5lhsPLjuBvpnZjZKAHZJS6VBedO5c9Lp7GmuhhZUnFhbg+e6T9RlGUQhH1aLPk4depU7r33XmpqaujTpw9mc+NlvgMGHN2SV+H4FdXVL09JNbfOh8REY33ysbyJO14vKt9D/6Q2J+RYFo2ObvFpdItP49zsrqyvKeGRNTO4eM77zJhwC7JKNKYRTj/FrjpWVxfx3d5NpBssXNm+L21M8YdM+P++puPZWZ25aO57UfddWL6H+3uOYfyM11k56S4GJrdh3IzXI/bxhoL8dcUPzDn7j/x1+Q8N2x9fO5O+SVnkmBO4o9sILmnXG18oiE5Wk2mwMDqjI+5gAI1KJt1gabgZPpwucWnoZHWjbqoAvRMzSfpdp1RJ1mDpdQvOrZ+g0ieizxoO4QDu/BmoLdloU/s17Bu07yFQvRFJpUXSmFEOqgunScgjYfjTBOvysa9/Y1+9xyziBj1Mzbzo3XwN7SdiX/s/ZEMqAdvWAwNK+JBJS4Cwz0b5twcKq0uyjtTzv0GffSaqw3xWEE5m4aAPJeRDpTFFNJ0Ie20xZySDQshdgT6hEwnDn8RburjRbCNj5yuR1AZ8JYvwFP2KpDFi7noVIVc5SsiPt/g3Usa9iXPTew2fMXe7DlPeJXgK56PSxRF3xl9Raa1UL7jnQF1JSYUkN27ccjiyIRVL9ynUrfi/qOOWnjcd8RLD3Y6aRjV093t+4wIua9eHWcXbWVldyKCUHCZkdSbHlMAV7ftyZlp73KEAWpWMSa3lnR3LG1ab7Gfze7jut0/5avR1/Fa+m8215Xy1Zx1/6NCPp884lwKXjTXVxdy86EvKPQd+75e16xN1VtXE7G4k6Ro33xJOT4G6PZRNm7hvhQCkXfAd3sJ5SLIOQ/vzUJsyCNoLcOdPx7bwb6RfNJ3SL5ZG/I12bf+S9Itm4Nk7J6IepGzOJnn8m4TdFRB0I+msxA+8H0X5K969s/HsnY2l1y37kv0AMipdfZJLCbhQGVIIeyobxSwb05EPUZvywH6pyMY0Qu7yRmMqYyqy8cjr3h7O6uqiiMTjwR5Z8wvjsvLINMYxtctQbl70JYFwiKt//YSJ2V15dcjFaGU17S2J9EnMotBVyzMb5kY9lt3vIV6rxxX0Y9ZoMaq1Ec2j9vtj5yG8uW1pROIR6mdEnvXLa6y64J5GS7/1ag1DUtsyffzN2P1eVJKKZL0Ri6bpJssIwsmmxZKP119/PQCvv17/MHjwTcr+gqxbtmw5omMVFxczZsyYRtufeOIJLr30UrZs2cKTTz7Jxo0biY+P55prruHGG288/h/iFFRUV78MJaWVNpyJ3zfzsawJk4+lbjv5ThvXdmyaej69EjN5rM94/rLiB17c/Cv39BjVJOcRhNZqr9PG2TPfYFvdgZvip9fP4eXBF3F1h/5YtNETVJ2sKREds/3hUMxlzADVPhc1PjflXhcvb14Yc79Xty7m0X4T+HDnSr4t2Mjm2vKG2S+ySkWcRo9T8mGStcgqudHS6COVYbDwzvDLuXrBJw2zcqD+BcU7wy+P2ilVY80l45LZuAtm4d7xNZKsI2nEs2jTz4ioqRawbQfAvu5/JI18jqo5U0EJIxvTSRz5PJUzpkQ0sqhd9iRpk77EmHc57u2fR5zT1PkKZGMaSSOfo/TrxnWhwt4aZHNW1OL46vhOBPY9hO2nhHyUfz+Z7Gs3oNrX+VoQTiUhr42AbTt1a14i5CzB0HYC5s5XoLbmIkkSkvrQySrVvm7YmqRuZF6xGPvaV/AWzkWlT8Da+za0qX2pnns73qJfGz7jWPsy5u7XkzD0H9gWP4y/ejPmrtfg3PIh5q7XoInvGPESwLnlIzQJeaRMeJfyHy7e1zznfGTD0c9Cl2Q11l634N75LQFbZI0zc7fr0cR1POJjbauriDlmD3jZYCvljmX1s7k+2LkSs1rH3HNuo39yNnFaA1KgfjZUrc/N/7YsinocXyjIquoi/tRlGDnmBM5Mb8+jq39hdGYn1lQVNUowdI9P56r2fRn4w68R21P1Zv414DysWj02nxtvKIhZrcVyjKtkhJNbyGujas7UhsQjspawrw5jp4uxdLsG146v8VWsQZvYhbTzp2Ff/SIgk/WH5djXvoqnYCYqfSJxZ9yLHN+RzCsX49j4Du6d36EyppI06t+Ufz+ZkKOw4Zx1K58jafR/kHQJWHpMIex3ogQc+xpghTF3uRL3ru+oW/MSSSOfp3LmjZEvPmQtKed8iGw6fKdr2ZxByjkfUTbt3MhjqDSknv0h8gnoar/fqqqimGNFrjq8+17aTsjqwpDUtiypyCesKPxQuJkfCjdzdnYX3hp2GZIkEVLC3NFtBFaNjnU1JXyZv67h8yBxQ95AFlXk88qWxTw/cBJTF38TcU9mVGu5MW8QI39+JWo8Nr+HDTWx606m6M2k6Ftn7wRBaGktlnz84IPohaKPxbZt29DpdMyePTsiiWmxWLDZbEyZMoWzzjqLxx9/nLVr1/L4448THx/PxRdffMJiOFUU1XqRgKRWmnzUyCri9GrKnU2XfFxckQ/U33w2lT5JWVyY24PH1szk2o4DGi0pEoRTlTcY4On1cyMSj/vdvvQbxmR2pLM2eufrZJ2RT0ddzcVz38MfDqFTqZGQIm4aD5agNeINBXEEvOxyVkfdB+rrjW20lRKn0fPbxNspc9sBKHHVUeZx8NCq6WyuK6NzXCqP9hlPj4T0YyqZoFdrmNSmG2svvJfXty5mh72KkekduLx9H3JN0W9ig44iyr+7MOIB31MwE2P7SSSPfaVh9oJ6X1LPW/QrKn0SaedPw737B3QZQ7AteaxxB91wgIrp15BxyRz0GQPwFMxC0liw9roVdXx7NJY2BGp3oQTdjWKqW/lvUia8Q/n3F0fM3lDp4kka+RzV8+5s/IOE/HiLF6IRyUfhFBP22XFseBPbor83bPOVLMK+6t9kXLYAbVJXZEMK2rQz8JevbPR5TUIeqn0ziCTqX8Zbet+KseMFKH4H7oKZBB2FEYnH/Zyb3iPl7A9Q6ZOoXfpPEoY+Tso5HyGbMij7amyj/QO27bi2fYGp48X4SpeSOOJZVNrDl4yIRm1pQ/pF0/EWL8S59eP660fv29AmdkE2RiY0vcEAVT4XChCv0Uck69pbYteFNciaRi+YnEEfL29ZyJ3dRvDM+rksrSwg02jlneFXUOiqjXmsEncd/RKz+NfG+by1fSkX5faiS1wKbYxxXNG+Lx/tWoU7GOCajv0ZntYOs1rHskl38MqWRZS47UzK6c7ENl2J0xiYW7KDf66dxR5nDb0TMnm47zi6xKViFk0FTythTxXevQc1kQv5kS3ZGHPHUf79RQ11HH0li3Bs/oCUCe8iac1o4tqSMOIp4gfcB7IWWb//738yCYMfIa7vn1EUhaq5UyMSj/UUqhfcS9qkr5DUxvoXDEqIuH53oc8djyKpMHefgnPTuzi3fETa+d/g3vMzQdsONCm9sHSfgjqu3RHNTJYkFbrMIWRdswbnpg/wV6xGm9oXc/fr9r1YOXErt7rGx56Jmao3o9u3RDrLFMcXo69lVVUhb25biqyS+WPnIfROzCDdaKXc42BJRQE/FG5Cq5K5s9sI7u0xih32Sl7duhhZklBLMhfl9uSbgg0k6oz8MO4Gvi3YSIHTxqCUHCbn9qTEXRe1rux+O+yN72EFQTi8Fks+Dhw48IQda/v27bRr147U1MYPrO+//z5arZbHHnsMtVpNhw4dKCgo4M033xTJxyiK6jwkGjVomrCT9PFKMGiadObj0ooC0g2WJk8IXtOhP78UbeOFTQt4sv+5TXouQWgtKrxOPti5Iub4j3s307ln9ORjhdfJi5t+5esx17OqughHwMt5bbryQ5SlcX0SMxtuDhN1Rs5IasPG39WM3K9fYjZnprZnbEYnfirawutbl1DhddIvKYu/9BhFptHKzJJtFLnqmFOyg7eHXcZVHfqh/d1y60qvk1qfB0mSSNQZSYyyNM+k0dHNEs9zvYbiDwUxyBpkQzxSlPILSjiEY/OHjWYWAbh3/4C/z1QM+5KPmriODbMR3Tun4d79I4bc8ZgsOfjLVzX6PNQXnQ9Ub8K55VMSRz6HLn1ARF1G2ZxF2qRvqPjxUpTQgWuuOi6XcMhP6jkf4q/ZQrB2F9qU3hjajKH8p8sJ2vOjni/oiD2zQRBOVkF3WUTicb+wr5bq+XeTOvFTZGMyqed8WL88s253wz6yOYvUSV+jNtW/7AzUbKPks2Ekj/0fVbP/iBLykTD0Hzi3fBLz/PUd6c/BueUjbIsfQd9mTH2Jhlj7b/+CjCsWIesTUVuyj+MnB7UlG3OXKzB2vBAkVdS6rgXOGv61YT7v7ViBPxxiYnZXnjrjXDpZk1GrZDpZk8k0WinZ99LnYNd1PINvCtZHbMuzpnBudlcG/vBiQ2OHQlctSyvy6RafxubaxktEAbrFp/HC5l/Z5ah/EfV/G+bSNS6NV4ZexDvbl2NUa7gxbxBnZx/oXtxf14bXh122r/ajQqnbwabaMnyhIH/vM45avwdvKMDfV03nT12HMbFNV1QnMCEjtG7hoKfRNkmlpfrX+xo3kAkHqPntfjIumw9QX4IkytLnkLeasN8OihK1M/a+ExOw7SDo2IsmoROubZ9ROeN6jHmXEz/wPvzGFFInfY23cB7uPT9j6nQJYb8d2ZKLNrHzUf2MKlmLNiGPhGH/QAl6kdT6E5p03K9fUjZWjR57wNto7M/dhhN/0AuLTKOVzJzujM/Mg4PqQFZ5Xfxl+Q98sns1V7XvywU5PXhu43xWVBWSojdzY6eBjMroyIc7VtI3KYsr2/dlXtkuZhXv4PqOAyjx2Cl01vDy5t+4vH0/UvRmKmMsBe+TlBXx375QkDKPHW8wiFGtJdNoQRaNRQWhkRZLPgJs2LCBNWvWYLc3vuGQJIk//elPR3Scbdu20bFj9CUeK1euZMCAAajVB37UwYMH8/rrr1NdXU1SkujEebCiOi8p5tb95jbBqKGiCZOPK6r2khd34uqYxBKnNTCxTVde37qEh3uPQ68++rpLgnCyCSvKQctfGqvxNZ5pt99mWzmzS3cwu3QHfRIzyTbFc3vXYTgDPuaV7WrYr29SFk/1P5erF3xMr4QMtCqZe3qM5MNdqxp1IdSoZC5q25N5ZTtZUVUYkchcXV3MVQs+5q1hl7G2ppi1NSUA3LHsW0ZndiTXnAiAPxRiXU0xf1z8VcM+I9La8b8hF9M1PjXiYTToLKFuxbM4Nr6DEvKiMqSQMPhhTHmXNFr+GHJX4tz0bszfh33da+iyRqCStagtWaRf9Avl30+uXwIWDuDZO4u4M+6N+XmAcMBJ0FFAoGoDhqxhEWMqtR59zhgy/7ACb9ECwj47huyReCtWU/H9RRAOoEnqjrHjZIwdLwLCh2xeof/d8QXhVOAtWhB7rHAuYa8NWZ+AJr4DGZfOJVC3m2DtbtTWHDTxHVFbsgkHvYScxQTtBaSc8xFIEvrc8Xh2/4Ck1hMORO84C9QnFcyRScRD7a+EfKi01uNOPB5MpY6+7LjQVcvY6a+xx1nTsO37wk3MKd3ByvPvJi8uhWxTPDMn3MoFs99pSAwCXNGuDyPS23Ptr59GHHNq16E8svqXRtfyZzfO47G+E7hy/keN4kjWmcgxJTSacb+lrpxtdZVstJWxpqaY9TWl9E/OjlgyqVapKPc4eGLdrIYEaprBwj3dz8QVDPDyloVM7TKMUo+dEredbFP8Ef/ehJObShePpLUcqNEqqQi5SlD8jZ9rAULOYsK+WuBAh+igu4KwuxIkiaCjiOr5dxOs3UHqxM8P2QE77HegBH0H1XsE9/bPiR/0ALr0QVTNvg1tUheQZCp+upKEIY8e199gSVIhaZqu1uniij18eOZVTF3yNcXu+k7cKkni+o4DSNGbqfK5Mf1uZrHud89NRa5aPtm9mm7xaUzI6sLl8z9sGKv0Onlmw1w22sp4ZsBEen/7PHpZzcCUHBRF4c3tSwmEQyyfdAd9ktowv3QHd3QbzsOrf2kUa3tLUsRzYqnbzr83zue1bUtxB/0k6ow80Gss13ToH7WcjiCczlos+fj+++/zzDPPoMSo13U0ycft27eTkpLCVVddRX5+Prm5uUydOpURI0ZQVlZGXl5exP77Z0iWlJTETD6OHdt4ucp+paWlZGRkxBw/mRXVekgytu4kWHwTznwMK2FWVxdzZfu+TXL835uY3ZWv8tczbe/GZjun0PJO1+sL1Nc3HJLSliWV+VHHz2nTNeZngwfdiK+tKWFtTQnzSnfylx6jeLL/uZR7nciSxLa6Sq5e8DF9k7K4u/tINthKOTurC7+Mv5kbFn7esDQv15zA0/3P5eXNC7m1y1AeWRO9y+w/183ib73GcNvirwFwBf2Ue5wNycddjirO/Pl/DXUiAX4r38Pwn15m1QV3NywrDHmqqJx1C96CmQ37hT2VVM+7AyXkw9r7T0gRsykVlBhdpQFkSw4hVxl+VwlK0IPakkP6xbMJeysJ++yozVkE6nbFLDoPEmprLmFPNbrMoVHPoZK1eAvnU7v8aSSNCfv6N4jrdydp531B2G9HpYtHk9AZtan+72rSyH9R/t2FjY6jSeqBJr5TzJ9FODFO52tLi4nSETnSgftcSaVB1sWDJQuVPhFkLUF3JfZ1r2Bf+TxKqH7Wjy5jMElj/oe/YjW+yvUY256NY8ObUY9u6nQJhnbnYul2LSghVLo4go4i7KteiLq/LmPwMS+1PlrzS3dGJB73cwX9/N/6ubw8ZDIGtZau8WnMmHALVV4XNr+HLGMcBlnNgINmN+6XZYxje5Qlj9vqKllRVcj/hlzEQ6umU+uvn5XWJzGTZwecx+1LpiFLKjpakwgrCjvt1SgofLJrNcPT27GmppigEm70XFLhcXL1go/5tfzAjNVyj4P7V/7Ek/3PoXdiJk+sm8Xd3UcyKu1YOoefPMT1JZLalEH8oL9j++3+fVukQ/7NBmDfvy9FUQhUb6Ji+jWEvTUkjfoPFT9dwf7rRdBZjCYhr6Ge8+9pU3oT1MXh2PhOxHb3ti+JH/QgmVcuJuQqBSWEbMpENqXHfEnQVAKhIKUeB4WuWgLhELnmBNIMFozqxjOkS9x2nts4n8f7TiBBZ8AdDJCgM/Dj3s1MXfwNOy7522HPN6O4fpXIH7sM5Z/rZkXd58eizdzVYwSfjbqae5Z/z7zS+nqdbc2JPD9wEpUeN//d8hsbbWXc2mUIf+s1hv9uXohrX1OaEWnteGfEFWTtq/1t87m5a9m3fJV/YIZ2jc/NX1f8gDPg4/5eo9EdQ1MvQThVtVjy8d1332Xs2LE88cQTxMfHH/Nx/H4/+fn5GAwG7rvvPoxGI99//z0333wz7777Ll6vF6028iKn09W/OfH5mrZj8smouM5Lh6TW3cUvwaBhc3n0afDHa3tdFa6gn87NMPMRIMecQM+EDD7auVIkH4XTQpLexH8GXcCwn/4bkUwEGJbalk7W2M0PeiSko5KkiBpgrqCfx9fO5KNdq/jvoItwh/3kmhN4e/jlLCzfwxXzP+S9EVegV2sYk9mJxef9mWqvG3vAy6baMp5cNwdvKMCm2uhLsgEKnDZ6JmSQZrA0dEOV99VL8gT9/GvDvIjE4372gJdPdq3mgV5jkVUqQq6yiMTjwWqXPYGx42Q01pyGbbIhGVPny7Gver7R/vrskRjbTqDkk4GEvfse7iWZuDPuJa7vXWBtS/Xs2wi6SkgY9BDV8+9qdAxzt2vw5NfXjwz76nBs/RR9xiBkYxoqzYGyE5Ksq3+I2admwT37AtRCyE/2lAPdsHWZw0id9DU1C/5C0L4HVBrMna8gfuhjEQ1yBOFUoc8+M+aYLn0gKl08AAH7XiqnX4OvdEnDuDalN8nj3sCx7rWGxCOAr3QpFT9eStqkr3Ht/glj7lic2z5vNKNKbW2LNqUXKCH8VetRQj70mcNQx7dHlzUcX/HvGm1JMokjn0c2NP2qH18wwBd71sUcn168FZvPg0GtZZOtjAtmv0OawUKq3szG2jL6JGbyw1k3Mmr6KxEJSNUhatX9e+MC5k74I2suuAeb34NWJWPW6Lhx4edMyO7MhKzOrK0uQSVJ9E7M5Kv8dex11hLa9zfl6g79G5XcKXHXRSQef3++fw+8gHmlO3lt62JuzDtxJaWE1k+SNVi6XYNKa8a25HHC7goktQ5JbUCJsiRbZUhu+O4FHXsp/XIMYV8t8QMfpG71fzj4RYVjw5sknvks5d9NjtgOYGh/HiGvDbUpk0D1psiTqHVIsgaNNSfifqK5eYJ+Zpfs4JpfP8ERqH/e1qhknux/DlM6DWxUlubK9n35oXAzNy36AgkJjUrVcF81LjOPeN3h62zvrwuZpjez014Vc78lFQWsqiri773PIklvQgIqPS4qPE4yEq30T27DyPQOdI5LZU1NMe+OuAKTWkuawYwrGOC30t24g34yDFaqfK6IxOPBnt0wj2s7nkFbS+KR/MoE4bTQYsnHuro6rrzyyuNKPAJotVpWrFiBWq1uSDL26NGDXbt28fbbb6PX6/H7I99E7k86Go2xk2xz5syJOXaoN38nu+I6L4Ny4ls6jENKNGopb6KZjyur6ws7d7I2T/IR4My09ryxfSl1fs8xNbEQTj6n6/Vlvx6J6SyddCd/W/kT80p3kqgzcnvXYdzQaSBphtgzcnSymnu7j+RfG+dHbJclFc8OOI/FFXt4Yv3siDG1pKJX4oGOjJnGOIyyhjuWzuXj3Wv2bbNi1cSeESAhUef38N6IK7hq/keoJInUfXHW+X38Vr4n5mdnl+yo77qo1eOPMYMBIOyra5RYkGQN1l634tr6SUTyDyB+0EOUfXseHLzMWQlRt+JZtInd0GUNx7Xja0BBm9yDlAnvUbf6P/ir1qO25GDpdQuyIZmgswRT2hmUfTMBwkGQZJLHvYGp44UNs6Pq68dJ/P4BiJAffc7Y+hlc+6i0FgxtRpNxxUIUXx2o1MjGVFRNuFxLOOB0v7a0BNmUgaX3bTjWvRqxXZJ1JI1+CdmQVN8Vd/atEYlHAH/lOqpm/5G4M/6CbeEDEWPBut0EandgaDOSmiX/IHXiJzg2vI1nz88gazF1ugRTp4uoW/UCsj4Rx4Y3Gj5r6XM7KRPexbnlE+xrXybsrUGfPZLE4U+hjmuHooSbpG7bwWSVTOIhEgZxGj2ySkWhq5b/Wz+X/w6ZzMLyPZS5Hdzd/UxS9WZ+Kd7KD2fdwN3Lv2OHvYrO1lSSdEbOSG7DyqrfN+Kov963sSSQY04ghwNNvB7uPY5Pdq/mvFlvN2yTkLiv52iubN+PWxd9SVtzIhfkdG9Us3GDLfLae7Bqn7thFpcnFMAVOLVnPorrS2OyIRlLjxsxtj2nPuGoNpA48t9Uz7ntd3tK+5rE1d+PeAvn71uCDZqkrtSu+L+IvTWJXQg6i0md+Bl1q/+Dr2w5sjENS48paJK6oU3uiWPT+43iMXU40OE+HPSCEm6Rv7/5ThsXzX0v4mVxIBzivhU/0ishg3FZ9bUn9zptLCrfw4Ky3VyY04PH+o7n+Y0LGmYkmtRanh94PvFH8Hw0Ibsz964AWaVq9KL6YJlGK2/XlPDt3o0N294Zfjnf7d3EbUu+btimllQ8P/B8ily1KMD5s9+JeBFyY6eBXJjbM2Y8nlAAm99D28NGLginjxZLPg4fPpw1a9YwbNjx14CKlkTMy8tj4cKFpKenU1FRETG2/7/T0mJ31jodeQMhbJ4Aya200/V+CQYNNk8AfzCMVn1ib57XVheTZbRiacaOhcPT2vG/rYv4qXALV3Xo12znFYSWopc19E3K4vNR1+AM+pCQSDeYD1ucu9BZi07W8N6IK3hn+3IKXbX0TcrihryBvL5lCTd0HtToM68OvYR0fX0SrcRdR5GrjoXle0g+qKZXidtOG1M8OlmNL0o9yvGZnajxuXlj2zL+1HUYw1LbkWmwAqCTZdIMZnY7onfTzjJaG4qhy4ZDvdSQkNSNb641cW3JuPxXnJvew7ntCyRZR8KQR/CVr4xMPB7EtuxJ0iZ9yf5koWP9G3jyZ2LpcQPxgx6sr/cW146QuwLHpvepLVl04MNKiKqZN6JL6482qVt93KZ0Ekf8HzW/3RdxHpU+kaRRLyDr4lGUMEF7Ps6tn+MtnIfamoO1z+1o4tqLxKNwSpP1CSQM+juGnLOoW/ksIXcl+uwziet/L5q49gCE3BWRXXEP4q9YQ8LgR6KOBWzbCbkrUHy1VPx4OebOV5A87k2UcBD3np8o/34ypk6XEvbZIj7nWPsyhqwRxA+4D0v361BCfpSgB/vaVwnYtmLIHYcp7xLU1rZH1PX2WKhVKm7rMoyPdq2OOn5n9xGkGSwsr9jLqIwOXDD73YYH+/d2riDbFMdbwy4jXmvgk5FXU+q2s6m2nH+snc1/B09m/IzXG2ZU7fffIZOxRFnSaQ94eWPb0ohtCgr/t2EuZ2V24uqO/RmYnMMT62bzypCLsR7U3OLg+o+/J0sqUg6aKWnRtu6a6ULTkCRVRA1VVd4laBO7Ylv+JEHbTjTJPUgY9CCahM5I++5zvCUHXkSEvTZkUzohZ3HDNlPeJVTNugWV1oql+xSsfW8n7LXh3PoptcueJPms19G3GYVj3SsNsyzjBtyHbMok6CrDX7EG+7rXIBzA3H0K+qyhqM2RTVIOR1EUwp4qFCWMbEhuiP1wQuEwb25bGjP599iamZyR3IYyj4PR01+NaOqiVcl8NPIq4jV60o1W7uw2gnZHOHMww2jl0T7jmVe6k3Ozu/JjlGaEGpXM0NR2pBss5O8rCTE4JZdCVy3fHZSMhPpSP3ct+45lk+5gyI//bVQC4v2dK7niMKvWTEdZz9/u9+IOBjBrtJib8VlUEJpLiyUfH3nkEa699lqKi4vp1asXBkPjh64LL7zwsMfZunUrV155JW+++SZnnHFGw/aNGzfSsWNHunbtymeffUYoFEKW6y+aS5YsoV27dqLZzO+U2OuX/JwMyUeACqeP7PgTO1NwXU0J7SzN++8i1WCmkzWFX4q3iuSjcFqJ1xkiltK4Aj5s++p0JetMDU2YguEQlV4XBS4bT6ybxblZXXig91jiNHqK3HX8dfkPbKmr4IE+Y7m/52hWVBWSa07k9q7D6GBNwqjRUuKu46aFX3Jtx/78beVPfDt2Ci9tXoiyL0H30ubf+N/gi7h18VcRN5jZpjju6jESfyjIb+W7+e/gyXSKS0be1506QWfkbz3HcsGcyLpL+93Z/cyG5KMmri0qQzJhT+PlQIZ256CKkZzUWHOJH/gQll5/RJJUyMYUKmZMifl73b/cOXJbPrbFBxIcmVevonLGlPrmNFE4Nr1P0pn1MzFUWgvm7tejzx6Bfc3LBF0lGNpOwNTxItTW+sL5/qpNlH456kDhfcC5+QOSx76KqcsVEcu4BeFUIxtTMHWYhD5rOErIj0pnRXXQywQlcOhSMeGACyQZlMjyDZqEPDSJXZFNmVT+fCWOjW/j2Ph2xD6mvIup/OW6RsesXfEM+uwRqLQWHJveo2bBgeZT3qL51K38FxmXLUCbFLvO7vHwBP1kGCzc230kz2+KbMozNqMTF+T0AEAtq7h96bRGD/ZFrjr+vXEBj/QZz+jpr/LlmGsJhcO8PGQyuaYE1l34F7bu62wdUhRS9Ca+yd/A+bPf5b6eoxiW1o5Ug4Van4d/bZgfM87Xti6mX3IbJs1+m07WZDzBQEPyMRQO09acSLzW0FBD8mCT2nRDu+9vwYi09odMVAqnD1kXh5w1lNRzP0UJulFpzKi0kf82tCkHZsw5t32GpccN1C79Z8M2SZJRAi5CARe1y59qdI6goxDFsRdr/3sI2HYQ1+dPaBI6o4R8VM26FU/+9IZ9PXtno03pTdoF3x5xAjLoLMa98zvsG95ECfkxd74Cc/dr0Vhzo+7vCfqp3tcw0KzWsesQy57znTU4/D6u/+2zRt2k/eEQNy38kpXn30WWMa5RM84KjxN/OIhaUpFutEaMxWsN3N5tGLvt1QSUMBtspRQ4D7yYUUkSn468mjiNjg/PvAqb3827O5YzOqMjf13xY9RYFRQ+37OOkentmVsaeb8UVMJU+Vxkm+IoctU1+uyZ6e0jXnQfSq3PwwZbKf9cN4vd9mp6JWby995nkReXIpKQwimlxZKP8+fPZ+/evezZs4dp06Y1Gpck6YiSj3l5eXTq1InHH3+cRx99lISEBL744gvWrl3LV199RXJyMm+99RYPPfQQN910E+vXr+f999/n8ccfb4Kf6uRWXFeffEwytu7kY+K+hjjlJzj5qCgKa2tKmNSm2wk75pHql5TF7OLtKIrSZLMQBKG1UhSFnfYqHl8zk2/2bkAtqbi6Q3/u6zkanazmta2LeXv7cv47ZDKvDr2Yaq+bWxd9RZG7lj6JmTzU+ywWledT5KpjeVUhneNSOa9NVzrHpWLYd+M6u2QHqXoTX+evJ6SE+XDXSl4cfCH3LPuOoBJmTukO9LKaOWf/kYXle9hpr6J/cjapejM3L/qC5wecD0BICaP/XfHwQak53NXtTP6z+deGbRISzw44j7yDSjjI5mzSL/yRsm/OiZippEnsRtLoF5F1kTfSB5NkNWrTgdn6+oyhuLZ8HHVfbVIPJLUBffYovEXzG43r0geh0lgIuWLXuQza81HCYaR9D9ayPh5J7kb8kEeoL6ofgLCfkLMEZB1Vs2+JSDzuVzXvz+hzRqPaNwNMEE5lsj4h6naVLg4kVczutSqtpVHiUWVIQZc+EE1cO2RTOpZef8Sx/rUDO0gqEoY8jqdgNkrA1eiYIXcFSihA2FdLzYK/NBoP+2qpnncHqed9ETPuIxF0V6D47KCSUemTkHVW9jiqeWrdHD7dvYY7u41g1oRbmVm8DU8oyKXtetPJmtxQYmNHXVXUGecAs0p28ET/c/CEAtyz7HvmnnMbGUYrjoCPfGcNj6yZwerqIjIMVm7tPJi8uBSe2zSfS+Z9wA15A3mm/0SC4TBlnujdhwFKPY6GBEifxCzMmvp74FK3nQ93rmRm8TbeGX451//2GfbAgbqcvRIyuKnzIErcDjpak3lnxOWN6tgJpzdZZ4UYf9eN7c7B9tsDKCEvvpLFWHrchKHdRDx7fgJACXpQ6RMP1HT+HU18R1y7fyB5bH25h7DPRthfh79qU0TicT9/5TpcO7/F2ntq1OeMsN9JyFMF4QCo1NQsfBD3jgNLkGuX/RPHpnfIuGx+owTkHkc1T66bw2e716CgcFm7Pjzcdzxb7ZVRay/2TMjAGfRFLZ0A9TOVi1x1dDioBniNz8XC8nweWvUzW+sqaG9J4tE+4xmflReR4EvUmUhMMeEPBZl3zlTWVBczq3g7bS0JTGrTnWqfi3Ez3mBLXTntzIn8vfc4+iZlU+ZpfP+yX7GrlgRt9O/2M+vn8vmoa7lg9jtU+Q5chztak3ln+JFdEzzBAJ/uXs3tSw/kQ/Y4a/h+7yamjb2eiW26NioHIQgnqxZLPr7yyisMGjSIO++8k+Tk2A0GDkelUvHaa6/x3HPPcdddd2G32+nWrRvvvvsunTvX15N46623ePLJJ5k8eTIpKSncd999TJ48+UT9KKeM/cnHk2Xm44mu+1jitlPjc9OhmWc+AvRPyubzPWvZaCujZ6JoyiCcXnY7qhn840sNM0t8wOvblvBz0RbeGnYZT6yrr+NoVmuZVr6Hjw9axre6upirf/2Ed4ZfzpqqIuaV7mRe6U7e3bGczZPvo60lEZvPzatbFtMnKZPSfQ+hX+xZhycYYNrYKeywV+II+OifnI0/HOSnoi3Ea/W8sOlXit11xGn0uEMBjGpt1KLnKXozD/cZx82dB7OofA8alcyQtFzS9daIZXiSJKFN7UPWH1bgr95M0J6PNqUXamu7o27Gos8aikoXR9jX+G173IC/IuuTSBn/FhU//wFf2bKGMW1qP1LO/QiVLgFdxmC8e2c3+jzUPxjtTzwCBB1F2JY9jTF3LJ69s3Fu+QQl6EY2ppE66Wv85auiBxoO4q9Y17D8VBBOR7IhFVPe5bi2fdpozJA7gZAnsmyD2pJD0tiXGzovq42pJAx9HGufqXiLFyGp9egzBuOr3IBt8cNRz6nPrL9GuPbOplG91n28RQsIe2uOKfkYDnjwVayieu4dBKo3AhKGdufiHfUaw6e/1vAw/8yGufxn86+ck9WFl4dc1Gi20u+XTh9MQaHSW/9Av91eSY3PTYbRyvzSnVw4592G/YrddTyyZgaXtO3FfT1H88z6uXy4cxV3dhtBR0syZ6Z1YEeMmVgDktuw2VaGSpJ4oNcYTBodFR4HU377jFkl9XV6awNe3hp+GTafG1fQTxtTApVeJ3csmca0sVOYd85UMo2xXx4Jwu+pzW1Iv2g65T9cQthbTdXsW4gf+Hfi+t9NoHoLKlMmcWfch21h4y7Pams7FCWEIecswr5abAsfwLXzWyzdryfoLIp5Tsf6NzDnXYpsTI3YHqgrwLboQVw7vgElhDq+E/EDH0Al63FuPfCSM+QsxrnxHeIHPYy0b0VHgaOG4T+9HJG8+2DnSqYXbeWDM6/k3JlvNaww2e/xvhMaNRxsFGvwwHXBHwry2e61/Pmg5NxOexXX/PoJj/QZx196jMakiXx21cpqcs0J5JoTuDC3B8FQiLd3LGfqQTUddzmqmbLwM+7pMZK/9zqLh9f8EjWWMZmd+PfGBVHHknUmfi3bxUuDL8Sk1lHoqqVHQjodrMlHfE0o9zi4d8UPjbYrKNy6+CuWT7qTbFP8ER1LEFq7Fks+1tTU8NRTT9G7d+/jPlZiYiJPPdV4Svp+vXr14vPPPz/u85zqSh1eDBoVJu2R1fRoKfFNlHxcV1MCQPsWSD72TEhHo5KZX7ZTJB+F04o/FOR/WxZFXdJW6KplWdVezkhuw+rqIsKKEpF4PNhDq6bz1BnnNvy3LxSk0FVLW0siIUUhoIRYWVXIRbm9mF2yA4AfCjfzQ+Fm2poTMcgaCl21OAM+dtqreKDXGP7YeSh1AQ8dLMlssJXyYK+xZBii30zuX0LeJT416vh+kqRCbc1BfZxdKJ3bvibl7Pep+e0BAjVbAFDp4okbcD++8tXoM4agtuaQdv43hNwVhNxl9V2sjamo9z14JA57gpLCuY1mY8nGdPRtxjT8d9BVTvmPl2FsNxHHxnfwHNSxO+Quj6hTFY0SapoGYYJwslDprCSOeAZJpca59ZP6WY6SCmOHCzB3uwZf6XLSLviOkKcKldZK2FtN9by7iTvjL2jj6xP3sj4BWZ+ANrHLgQNLMipdQqOaj6g0xA96CJXGiBKjNmyDwyQBYgnYtlL21TiQJNTxHSHkJxRw8mX++kaziLz/z95ZR8lRpX34qWr3cfdMMnF3F+JGgAAhBIIsDh++CwuL7MIazkISXIIEDQFC3N3dMzMZ95nunnb7/uiZTjrTkwQYItDPOTmH1K26dbtJVd/7u+/7ez1uvi3YR4eIeJ7sNgrpKd5xPWNSTu86QIY2igLLyc/m8XkpsRiDRIhT+Sp/DxvH38vAuEzMbgdVdgsRchV/6Tycubnbm0RY6mVKxqS05cu83SwYcXOg2GBBfV1AeATYWV3M1Ss/IkGlo19cBoPi4cEtC5jV70raRcQHbDjChDlXBIkMRWJfkqdvwV1fis9tQapLR6KORZUyGAB5TEe8ThOmHS8HfB0ViX2J6PsENasfJX7S15R9PdpvtQIgSvB5XM3e0+d1BTY0GnGbiyn7dmyQBYu77ihVS24mduxc7CXrcZvyERURSNTxWHIXoutyJ1JNAl6fl8/zdoWMGqy017OuPI8Zrbrz0XH/5mSsUsub/a6gQ2QCtU4b0Qp1IFU76LtBIOeUrJFSm4m/bPsx5Gf6554VzMjuSZbszGu3EpuJP28LnVr96v61bJ10P3/bubiJUJqk1tM7Ji1gCXQqoiBwb/uB3LJuHtUOK6vH3c3wpGzKbWaOmaoostSRqNKTpNaf8R1RYKltNvq73Gamym4Ji49hfjdcMPGxS5cuHDlyhH79+l2oIYQ5jRKjg2i1/KJP+5VJRAxKKWUtLD7urytDLZGRcIZqu78VcomUHEMs68vzubf9oPN+/zBhfmtKrSby62vYX1tGujaKthGxpKgjqHHY+D6EKXgjy0uO0js2jWKLsdnIFfBPTlvpoklU6QPRjZKGNJVohZrrW/XgUF05E9M68NbhTUEL2vz6GnQyBfd3GMz7R7bw8eDreHTr9+w5pcrpyKQ2zOl/VcC/8ULjtVdRveI+9N3uRWrIAq8Ln8+Dee+7OMq3Yuh6N+D3opOoY4EOTfqQRbUj4colVK+4t0HAFFBljCJ6yEvIThFH3aZ8f1GMPn+lblNTyxJ3fTGyyBxctYdDjFRAEd+jhT51mDCXLlJtItHDXiWiz+N4nSZ/qrUgpfijzvg8doyAIFXj89gDgqAgnvl9I9Wnk3jNaqpX3BewWJDHdCZ6xBtII1oB/gjI5pDHdkVURJx17BW2eoqsdeyo8qc4d4yIQ7n/E+j1V8zJl7GlrgqtREavxDZ8s6FpBE8j8wv3c3e7/sSpDYFjComUCantQxaHeKLLZbx+cB0AyWoD0QoNdU47hZa6kP2/2HsSX+Tv4bUDawMekvEqHV8Pu5EtE/6Pm9fNY3u1PzJsYFwGL/e9HLVEzqaJ/0eSWh+Y/64sDe2FW2Yz8+2Jvcxo1YOvh93I8KTWYeExzC9GECVIdalIdakh26XqWAw9H0abczWuulwEQcBRsQPTnneIm/R1QwZFXuB8e9E6dB1vwl64ImR/2rbTkKiCsw2dVXua9X42bnsBfff7qVQmkieJ4ki9kTb6GPBISAHqnDa+ObG32c+3oGA/3424iYc6DcXt9RKj1JCk1iMKIiqJjBd7T2Lm2s+bXHd7Tl/iVCdTqavs/ojjULi8HkqtpkDgiM3loNBqYldNMRW2enrHppGo0lHtsDYbZe3xeck1VfPJkOt4ZtcSDhsrERAYm5LDv3pOIFqhYtXYu3hkywJMLgcyUYLF7eT/Ogzi/aNbqHZYkYsSktV6Xtm/hmd3LcXl9dtoRCvUfDHsBvrHZSBvZv4oOUtKtXiRr8vDhPk5XLBV1F133cVDDz1ETU0NXbt2Rattasjaq1evCzCyPy6lJjvRF3nKdSORKhnl9S0rPu6tLSVTF3XBxNcOEQmsLc8N+z6G+d1xwlzDxGXvEqfS0Vofw8Kig2yrKuKHkbeQpDacsbq8XqbA7nZh97jOarptctp5b9A1zFj9KQ6vm2SNf4ErCAJT0jryP4uR8Uve4e2BU/ksdydf5u3G6fUwOa0DT3YdyYriY1yR0Ynb1n/F/rpgP8SlJUd4dNsPvD3g6qBKqC2Fz+fF57YjSBTnVFFS2/56zHtmU7PmkSZt+i53NVu85lREmQpVymASrlyKz1kHghRRFY1EYQg6z1G2BYkqBpcpP2Q/5j2ziej3NJWLbgDvaZFFPR9GVJ85GjRMmN8jPo8bn9eJIFUiNCwuRXlw4QmPvRZ5Qi8cxWv917hPjQISzigcQoOVQ1Rb4ibM83vD+bwNEUqneM1qEtB1uRvz7jeCLxZlRA//X9C5oSi2GJm+ei5ry0+KHFqpggXDbmZ12XGeWfFV4Pi97WxnfJ/rZAqkp70jNlac4OrMLnSOSuTdI1sot5npHp3Mwx2Hsrj4MLtrShAQeGvAVJLUerw+L7fl9KXUaqLe5aS1IYYqu4VSmwmPz8vLpxW3KbeZGbXkLXZNfpCFo26l1mFDEASiFOpm/dhC2Ws0IhVE2hriWFN+nL/tWETfuHT6xWWQrv3lvplhfp/4vB58HkfQO+DnIpFrkUS3R1TF4HMYkUW1Rd81CokyEtOOV4POddUcQKJJRBbTCVdVsCgo0aaga39jk/mFrWB5s/f2WMooTxnHmJWfBBVuSdNEsnj0bSSodGedvxnkKtJDVKt2eT1MSG3PstF3cP+W+eyrLSNFY+CxziO4Ir0TBvnJZ1B+ljmRskHUs7lcHDRW8sbB9XxXsC8QrTgsIZsXek88Yx8+fPxj91Ie7zyC7jEpKEUZMUpNYL6ndNj4R49xfJW/G6PTzujkHKocFpYU+yOk5/Sfys7qEp7cEZy6Xe2wMnbJ2+yd8gjZ+tA2cymaCLRSBfXupuvadG0kMcpwwb4wvx8umPg4c+ZMAObMmQMQJLY0ii8HDx68EEP7w1JstAeKuVzsRKhkVLRw5OPemlIytE1/IM8XHSMTmJe3iwJLLekXcBxhwrQkdQ4bL+5bzX97TWRZ6VH21pSSpolgVv8rmXVoA093G8W/eo5nS2UBDq+bBQX72Vd7Uvi7KqMLj2z9nlqnjQi5Eo1UHnIHvF9cOpurClhUdIj/6zCIdhHxQSnSufU1vNSwKJ287D2uzOjM2wOmEqfSIhEEhix8E4vbyZfDbmgiPDbyzYm9PN9jXIuKjz6PG7c5n/qDn+Ao3Ywsuj26jrcg1WcgyppfAMsMWWjbz6T+wAdBx6W6NPTdH0CUnnt1RKkmDjTNC4RSbTJeVz0SZei0JlftEeoPfEjStRswbvsvjtLNSLSJRPT6C4rEPk3EzDBhfs94nfW4jXmY9r6Fu+44ipQhaNtMRWrIaCJASJSRxAx7jdIvhzbxb40a9C8kmoRzumdjSnZzbRF9HkedOZbq2uM4BTk6n4uItKFII87sxWp3u/jXnuVBwiNAvdvBhJVzmTv4OuCk2De/YB9Pdh3J8tKjIfu7r01vtKe9PxNUOiYue5fB8Vk822007SP8n/mV/WvYUlXApNQO/K3bKLJ10Rw3VzP32HbyzDW0McRybWY3lhYfxu318HiXEVy54sOQ97W6nSwuPsxd7QacU/XZ4YnZiIKA19fUK/OqjC68emAtcw5vBOD1g+uIUWhYNe4u2kXENzk/zB8Pr9uO25SPed97uKr2IU/oha7d9Uj1GQiSX7bOkqrj4LSNPKmuqX1L9Yp7iBn5Ns7KXViOfIXP60KbMw1dx5kh7V5C9dGIp8/TXLPu6yDhEfxpwlNXfsiyMXfwQIfBrCw9Rr+4dEYm5SAAy0uPsq48jwc6Dmki5JdYjWypLODdI1uQihLuyOnHgstuQURAKookqHRNAjBilRqy9TEhi9fEq3QkqvUUWupYWnyYr/L3oJMpeL3vFHLra3hqx2JWlh2j3GamrSGOQ8aKJn3EKDTYPC4O1FXwZf4epqR3DvKQrHXYmHVofZCw+PrBdQyIy+Dr4TORiSJtDLGMX/pOyO/R6fXwRd4uHu9yWcj2RJWe9wddy9UrPwpK+5aLEj4aNI0kdXgOFeb3wwUTHz/66KMLdeswzVBistM16dIwzI5UyVo07drt9XDYWMmg+AtXFKGdwT9p3VJZGBYfw/xuqHVYuSy5NVet/AjrKaLhe0e38tHgadQ57Kwpy+XbE3vRSOXcmN2LWKWG2zd8xbWZXUlS66loqES6oSKfDwZdy7RVc4PMymOVWl7vewV/WvcFO2uKmd3/KtoYYpFL/LvlZqed/+xdGTjf6fXwWe5OPs/dxfcjb2bi0vfw4cMgVwZVKzwdr89Hld1CnEqLTtYyAqSjYjtlX430p1oCtoJlmHb9j7iJX6FOH93sQkWiiiFq4HNo207DuOs1fE4zmjZTUWWOQ9ZMCtcvRR7fw58GKgiIqhi8ttDp71JDJjEj38LrMCNI5UiU4fdYmD8WXrcdS+4CqhbNDByzFSzDuO0/JE5dgSK2qc+5LLodSddtof7Q59gLliFqkzB0uxdZRGt/anYLUCeq2CZN5V+lxyizVTIkoRUPSqPIQuRM8VjldjPvHd0Sss3qdlJkNZKmiQzYWBRa6rC4nVyd0YUv8ncHnT8+pR0eUc6/D6znhuyegXlOh8gEdDIFa8pzWVOeC/hTrK9r1Z1rs7oyJKEV0UoNmysLGPHTLGwNnnZLS44w69AGZve/itXlueSaa5qIJKfS6Ot9LiSodLw38BpuWjsvSAzI1EZxU+teTFnxQdD5VQ4L01d/wuJRtxGrOru4Geb3i8/rxl64ivIFUwIV7G0FyzBtf4mEKxahTB7QYvfSZE+mdsMTQb6tXkcdFT9MJXrkuyRctRQQkCijAwViTkedOZaatX8OjPVUzHF92bPjvZDX7asto8xqpldMKivH3smK0mN8c2IPPh9MTu/A37uNIec0Mb7YYuSqFR+ypaogcGxBwT7Gp7TjrQFTmxSjaiRBrWfe0BkM+2lWUMV5lUTG18NvxOX1MOKn2eTVn6wM/lX+Hm7M7snjXUbw3O5lPLzlez4cNI1RS+ZgdJ7sQymR8ka/K/jnHn8E6EMdhzQpXpNfX9MkohFgfUU+O6qLmJzWAbfXS645dGVygF3VJXh93pBVq+USCaOTc9h1+YP878B6Dhkr6BWTyq05fcjUnv86BGHC/JZcMPGxd+/e53Se1+tl5syZPPvss2RkZPy2g/qDU2q2M0LzyyuPn08iVTIOVtS3WH/HTNU4vG4yQ6QGnC8iFSoSVDq2VxUyNfPXF2IKE+ZiwOn18Ni2hUHCI4BMFIlVahjy05tU2k8+y9urixiemM3acffwY+EBvsrfzcKRt7K67DjjUtrx770rmH/ZTawrz6PIUkfXqGQydVE8vXMxV2d1ZWdNMW6fF7VUHjSGyWkduLVNHwRgbXkeHx7bSoY2iq2VhYHFpdnlIF7Z/GJfKoiU280cL6hmakYXZJJfV5zLbSml8qcbAsJjAJ+XykUzSb5+R5D34ulI1LGo0oahSOwLPneLCRWnI9UkET95AdVr/0zMZW9RteSmoCgtWWQO0cNeD0Q4irJwilCYPyYeSylVS29rctznNFO15E8kTPmxSZqzIIjIDJlE9HoUX9e7QaL4WZHLZ6POYeU/e1fy4inVWo+aqvj4+HbWjLubnjHNb1Y4PR7szRRCAKiwmXmq2yh0MgUCsLLsOM/sXMIbfa/gvlYd+LQoF4fPy2VJbSi01DFz7We4fV7ePryZNePuJkMXRbJaz48jb2XskrcDUe3FViNLig5zV9v+RCs1lFpNzFj9SUB4bMTr8/Hg5gV8NvR69DIFOYZYDhsrQ461S1TSOX9nGpmCKemd6BWTxry8XRRZ6hif2o4cQxwjFs1u8nsGfnGz0lEfFh//4LgtpX4LktPEPJ/HQeWiG0m8Zg1S7bn/WzwTEm0yceM+peKn64MsT1QZo1GnX4b0HCKnJdpk4sZ/TsXC68B78vlSpl1Ghdh89gWA1ePE6fVw98ZvOFBXHji+v66Mr/L2sGTM7UHnf1+4P0h4bOTHBiueCWntQ97H5LRjkCvZMP5eqh0WvivcT7omknEp7UhU6Xhs+8Ig4bGRD49t46vhN6KRyjlgLKfWYeXHkbeyr7aUDeX5pOui6BObxr/3rGRXTQlPdhlJx4im39k7RzY1+x3MObwRnUxBp8gE2kfEs62qMOR5A+IzQgqPjWhkcjpGJvJ63ynYPC7UUllQYa4wYX4vXBzO+WfA5/OxZcsWLJbmo1HC/HrqHW7qHR6iL5G060h1y3o+Nv5oXmjPntb6GLZVFV3QMYQJ05LYve6QaS5XZnTm09ydQcJjIytKj3HIWM6sQxuosNfz3tGtfDnsBkwuBwuLDvFT0WEGJWRwZXoXsvUxWNxObm7dmziVFqVEFuTj5fS4OW6u5v2jW9lWVYiAwOjkHD4fOoN3j2wOqrLt9fk4ZKygT2wamyubTpCnZXXjh4IDfJG/mwGxaaQ3499zrnhtVUFm8afic5rw1BefUXxs5Ezp2S2BIJGhTOpP/PjPcdYdI37KQjzmQtzmQuRx3ZFFtGqxxVSYMJcyruqD0Ex1aWflLjz2mmY9FgVRgqA49+wTd32p3+cREFVRSDWJIc8rs9UHCY+NODxu7trwNQtH3dpsKrJaKidFY6DIcnKzYVhiNre07o1cIiVTG8XO6mLu2fgNVQ4L41La8dnQ66m1W+gZEY8g0/LcvrXcueHroHdtsdXInMMbebbbGGQSCX1i09gz5WF2VhdTWF9Hz5gUMnXRJDZEQlXbLRw3V4ccY73bgUQQ+O/elfxf+8HctfHrJudEylUMiM9s5psMjVamoG1EHE91GxU4trT4COUhKvs24vA0jR4L88fA5/XgsZTgsZQSM+pdXNUHMO16A4/1pI2L21zgzxxood9LUaZGlTGWlBv3YS/dhNdWizK5P1Jtylm9XIP7GE3KjftwlG7GY6tCmTQAqS4Fq1tAIoiB4k1B1wkCySoD3xfsDxIeGzliqmTBiX3c1W4AgiBQaa9n9qGNzY7jjYPrGJaY3STq8Jipioe2LGBh0UG8Ph89Y1L5X98pdI5KQiGRUmSp44NjW5vtd0nxYQbFZ3HUVMkRUyXbqov4c6fh9IpJQyGRUmyp44bsHswZcBUJKl2Q1yT4g6Aqbc1rEHVOGxqpnNs2fMXrfacwdsnbTc7RShVMSmta9C8UMonkV29shwlzMXPRi49hzg8lJn/kTZT60ik4U2N14fJ4kUl+faXBg3XlGGRKIuW/7SL+bLTRx/Jl/p5mQ/PDhLnUaK500ojE1jy8tfmqqD8VHWJQfBZfn9iDy+vh1f1rubOdv/iCXCLhvvaD+SJvFw9uWYDH50UmSpiZ3YvFo/4UVLH+qKmKwQvfCFQe9OFjUfEhdlQX8f7AazC6HMDawPnP7V7Gp0On8+r+tSwt8RuJSwSRazO7MialLTes+QyPz0tpXSHJgh2pLuUXfzc+b9MJfXC764zt5xNBIkNmyEBmyPAfSAgXhAsT5nR8nrNsioZIbfy5eD0OHKVbqVpyS2DzQqrPJGbUOygSeyNKgqMm15eH3uAAf6R5rcPWrPiYrDHw754TmL76EwAe7DiEOKWWezd9Gyjm0DsmjQ8GXcs9m77lh8ID7KwuZsXYO/FpIvj31o9ZWBTav/2T4zu4t/1AktQGpKKEDG1Us77bnhDei6dSYa9nRdlxOkcn8Uy30fx376pA8Ya2hjhe7jOZuBYo2pCpi2rWC9IgVxLdTAGbML9vPI46rLk/UrP6Ybx2v0guj+tOzKi3qF71EO66kx6ovhZ4B5yKKFMhGrKQGX65bZQoVSIaMpEZggX6eJeDW9v0CfibnsrDHYZQ47Qy9/iOZvt9/9hWrsnqRoxSg9fnw3GGKGqH14P3NJHzRH0tgxe+EST4b6sqZNDCN9g26X46Rvo3XJze5r9Th8eNTBT5c6dhRCk1SGtK6Pbdizi9HiSCyNWZXfh3zwmBAoWnI4oiUzO78PWJPSHbhyVms62qkGOmKmKVGt4deA0PbvkukNqdrY/hkyHTSdOEC1KFCQOc0eolzB+I0gbxMfpSER8bxllZHzrC4OdywFhOmjbygleZbmOIxeSyn9E3JEyYS4lohYakED4+XnyIZ3jeJIIQtNte67TSMTIBAYEHOwzh3SOb+SJvd+Acl9fD20c28cGxrYGFYb3Lwd93LQ0Ij6dSYa9nd20pPaKT6R+XEThuctm5duVcukcns2Xi/Xw9/Ea+Hn4jOpmCGxuERwA8Nip+moHHGjrF71yQqKIRVc1ET0rkSFvYuzFMmDC/LfKYTjS35SLVZyI2UxTm5+A25lH2zeigqGm3KY+yb8bgNjYVGiXimaf6Z5v3jE7O4cNB1zIoPpM2+lj+su3HgPAIsKWqgJvWzeNfPccD/qjGTRX5CIJwRkdJiSAiNLs9FUy0Uk1cMwKpTJQQpVBjdTt5fvdytlQW8N6ga5g3dAbrx9/L37uPJUcfS2ILFG2IU2q5u21oz77ne4wLKnIW5o+Do3QLVYtvCgiPAM6KHVQuvpmoQf8MHBOVUUia+82/CNHKFPyt6yj+2uUytA1WEBqpnMc6j+DOdgNYVnLkLPM4EbGhOUah5tqsbs2eOzO7F7rTilEtKjoUMtLY5fXw911LqXc5iJCrmHyGqMJRyTlMTuuIXCJlQcF+3ju6JSBWenxePsvdye0bvqTG3nx0Y7+49JCVqhUSKXfk9AsIsPUuJ9e36s6uyQ+xddL97Jr8EKvG3kXPmNSzvofDhPmjEH4SwgBQavLvEF8q1a4jVf5xtlTq9f7asguecg2QpfMbC++pKb3AIwkTpmVIUuuZ039qk0XmoqJDXJPZtdnrxqa0Y3XZ8cDfb8vpS6JKz2Odh9M/LoOfig6FvO6jY9sDk1Wj0x7Ux+msLc8lRRPB58Nm8FjnEegbish0jExgfGp7/ndgHVeu+JDLl7/P7MMbA0VuohRqol21OErW47aErox9Lkg0icQM/1/ItqgBzyFRhyunhglzKSHRxGHo9WjTBkEkZsSbzaZGnytetwPjzteCvNlONrow7nwNrzt4XjQgLqNZkW9AXGaQTUUoIhVqprfqwfuDruWlEOnbAOU2M2U2c2AOs6DgABIE7mjbr9l+n+sxBrPLziv71/Dnrd+zouQoVTYLDnfTz5ak1jOr/5Uh+3m441A+OSX66seig1y98iOuWfUxK0uPMSq5Dekt5Oetlyt5vMsI3uh3RWBTrY0+lq+G38jVmb/eBzjMpYfHWkHNusdCtnltVbiNucgi2wIQPew1JL/yHXC+SVDreKLLZeyZ8jD7pzzC3imP8LeuIwF4/+hWrszo3Oy1d+T0I0qhwe314PH5mNm6J8khNgHaGuIYnpQddMzhdvFD4YFm+15dlovRaUcrU/B0t9GB+dupDE1oRaY2ijmHNxIhV/FpM1GaPxUdotxeT5nNxLryPB7f9iP/2rOcg3XlmJx2UjQRLB19O3fk9EMlkSEgcFlSa74efiPP71lOvduBWionTRuBVJSQpo2ke3QKnaISA9YRYcKE8RNOuw4D+IvNKKUiGvmlMXFqFEnLW6Ditcfr5YixkkE/0w/otyBKoSZKrmZPbQlXZHS60MMJE+ZXIwgCQxJasXnifTy9czE7q0tI10YyPqU9naIS+LHwYKBSaiOXp3WkyGIMRNd0jUpmfGoH1FIZ01t1p8BS1+z9PD5v4DqZKCFWqQ1Uyz6dJJUBmSiSrDbwVNdR3NG2H16fD41UTqRCRb3LwSe5O4IiMEVB4J0ew1HufAo3/ogjRewve1YFUYIqfRSJ166jduMzuKr2IdVnEtH3SRTx3RFlPy+Fz+MwgseBoIhAlFwaUexhwvyeEOV6DN3vR5HYl7rNz+GpL0Ye34PIvn9DFtnmjNd63Q58TiNIlEia8X70ucw4y5r3N3OWbsHnMsMpBWsS1Dqe7zGWx7YvDDpXJ1PwRr8rzio+gv89LgoiR0zNR3rvqy0lSxdFrrmaFK0BURTpHJXIhNR2/FAYnHp9R04/BEQ6fPtfvD4fM7N7YXW7eHz7j5TYTIxKymFSWgfSGzJSREFkRGIbNk7w/47sqSklUxfFnzsNZ2tVAfPydoUcU6rGgFbWcsV7AOJUOm7P6cektA64vF6UEinxqt+m2FeYix+fx4Gram+z7c7KvahbT0GdMRZ5dAcE8dcvvT0OE3jsCHI9orSp6NbSyCXSJgEaEkGk1GoiTqkN6ZPdIzqZYYnZrCo9zpxDG7B5XNzRtj8rx97Je0e28GnuTqSiyC1tejO9VQ9SNBFB10tFCclnEO5ilRpkDdGErfUxbJ10Py/tW80PhQfQyRTc1XYAcSotwxfNwu5x4/R6AhvIoSi2Gnlg83cBux2Av27/iZd6T2Jm616kaSN5sfck7mo3gEPGcjZXFnLjms+odlgREHhnwNXhyOcwYc6BsPgYBvBHPkar5Rc87fhciVC1nPiYV1+Dw+u+KCIfAbJ0UeyuLrnQwwgTpsWweZzEq3TM6T8ViSBSYKkl11zDjupi3h44lU0VJ1hSfBiNVM7d7QYQrdDw1K7FDI7P4tY2fRiamE2yxkBhfR0rS4/TxnDmtCVdw2IzTqXl0U7DuHHtZyHPu7NdfyQN1QRlEkmTye/ghFbsnHQfr+9bxV5TLR31EdyVkUPEnldwl/o9kCSnVJP0uu0NaVcCElUsguTskeSiXIsyoTdx4z7F57IgSFVIfmZqpttaibNsK8btL+Cx1aBKH4W+y+1IDZkIYe/YMGHOKxJVNJqs8SgT++LzOBDlujNWovd53LhNeRh3/g970Wok6ngiej2CPK4bElV00LmCVIXUkImzcnfIvqSGTARpsHe1TqbkTzl9GZyQxUv711BiNTIisTU3tu5Fxs+Y90gFkXiVrtmCK2maSDZVnADg5ta9cXjcuL1eXu49mcc7j+DZXUupdzuZ0aoHA+Oz6DTfLzxekd6J9pHxTF7+XqCvn4oO8ffdS1kz7m7aRcRTaa/H4XHTShfFZ0NnYHbZcXk8VNrrKbeF3lySi5KfXWTmXBEEgaQWSOMO8ztAlCLVpeE2Ny1SByCP7Yy24y1I5L++CrrHVo2zag91W/6Nx1KGInkAhq53+9O51XHn9fc+QaXlvvaDeHTrD3w8+DoKLLV8dGwbPmByWgfGp7bnuV1Lee+UYjDfFx6gZ3QK3112M3e3G4Dd40YtlaGVKah3Oahz2hAFgXilDokockfb/rx9ZHPI+z/SaRhxDaK/KIhk62N4qfcknug6EqkgECVXcdxcw73tBrKuIu+sfqwKUcqykqNNjj+4ZQHDE1vTKUqFUiqjtT4GqSiytiyP1vpYxhtiub/DYFrpopFLwrJKmDBnI/yUhAGgzGQnSnNppFwDyCUiOoWUshYQHw9eJJWuG8nSRYestBsmzKVGrcPKpsoTPLH9Jw4bK2ljiOVvXUdRYTPz0NbvSVDpuKVNbzpHJmJ02hmb0pZvT+wlUaXjyS4jkYkSUjWGgBF4ndOGFx8yUULnyET21Da1Jxia2IrYU7zBRia3YXpWdz7JPZluIyDwYu+JZJ4lFU8lldFOa+DvmirqqUJu3ozru7vwNhSVkOozkWr9BWdcdbnUbfsv1qNfgSBF2+FGDF3uQnoO1aoBJAoDKH7+YtZjq6Zu49OY956ssOiqOYB5/7skXbMWeXT7n91nmDBhfj2nC4fN4azeS+m8Ifg8fu9tV80ByopWou/5CBG9HkGiiAicK8o0GHo8jPXY/JB9GXo+gihrWlglUqGmb1wGH0Yl4/S40crkgY2XcyVRreMvnYbzwJbvmrQpJVK6RiXx5I5FfDz4OjRSOX/e+gOf5O7A6/NxbWY3Xus7hVilDr1cwayDGwLevDe17s3ly99v0meNw8rqsuMcM1Xx1M7FHDFW0jYijr93H0Of2HSiNGpStRHEq/Xsqilha9XJeZNclDB/xE1hgTDMb45EnYCh91+oXn5XiEY56qwJLSI8eh0mTLveoG7zPwLHXDUHsBz4iLjxn+G2VKDOHItUe37SuiWihD/l9GNwQhYv719DkcXI2JS2dItKpnNUIpU2M+m6KL4cdgM+YHnJUeYe385hUyXFVhOLig4x69AG2hr8FeVfO7CWJcVH0MsV3N1uADdk9yRTF8UrvSfzwJYF+DhZ5GlaZjdGJ+U0GZNSKiNJ6l/L7qwuZvCPbzAwPoM+semUWk2MSGzN8tKmAmP7iHgOGSuC7nEqHx3bxn97TwT8UaA5hjj+22siFrcTlVSGIiw6hglzzlwST8ulEo13KVNqdgR8FC8VIlWyFvF8PGysQC2REaP49ZUQW4JMXRRf5O+m3uVo8XShMGHOFw6Pm09zd3Lfpm8Dx3bXlHDlig94sutIRiW1YX7BPv66/SeuyezKQx2H8s7hTVye3pGX96/hbzuX4MPH0IRWvNrnctpFxFPvcrCzuoh/7FrKh4On8cDm7zhkrAj03z06mTn9p1JiNVLrsBKr1BKv0vFyn8k83GkoK0qPoZbIGJqYTaJaH4iQPBOiXEdkm6twLboRR/HJqthSfSbxly9Aqk3CZcyjZN5AvLaqQLtp+0tYj35L4tRlv2nhGHd9cZDw2IjPaaZ6zSPEjfvUL2yGCRPmosNjq6Jq+V0B4fFUTNv+i679DUHiI4BEE0/kwOep3fg0eBqK7knkRPZ9ConmzD6xKqkMlfSXzfVEQWRsSlu2VhXwae7OwPEIuYr3Bl5DstrAoSv/jFQQGfrTmxSeYo8x+/AG5hfsZf34e9HLFYHoyTRNJEdNlUHWFo1MSe9Imc3M3Ru/CRzbWV3MhKXv8nrfKdzSpg+KhnTQ70bcRG59NRvK80lU6+kZk4rX5yW/voYYhYboFqh0HSZMKARBQNNqMs7KvZj3zIYGAUuQ64mf+FWL/f57rOXUbX6uyXGfx0HtxmfQ5FxD5ZKbiR3zIVJ1XIvc82xU2esZt/SdQBXrXTXFANzbbiBXZnTmh8IDPLVzMRJBZGJqe74afiPVDgt3bPiSHdXFRMhVPNxpKGOWvIW9oY96t4O/bv+J7wsO8NXwG5nZujdjUtuysuQYVo+L4YnZJKsNgWfa7HJQYTNjcTvRy5QkqvWYXQ7u3PAVVo+TJSVHWFJyBJ1MwWdDr6fOaWN7dVHgMzR6to5b0nQe1UhZiGhvmURChEQV4uwwYcKciUtCfPT5Qu9EhGk5Sk12cmJ//c7c+SRSLaOiJSIfjRUXRaXrRhojMA/WldMr9tyipsKEudCUWI1U2izYPC7ilFpkoshftv0Y8twX9q7ikyHTmV+wD4B5ebuY3qo7l2d04rpVc6k7pZLqqrLj9P/xdXZMfhCFRMr7R/0pPDPXfs6TXUaSoNZRYasnRWOgtT6WET/NoshqRBQEnus+jsvTO1LrtKIQpVyd2YVElf5nP+tSXQrx4z/HbSnDbTqBRBOPVJuMVJuEz+PCtPftIOGxEbcpD2v+YvSdbv1Z9/s52PIXN9tmP7EMr702LD6GCXOR4nXU4Szf3my7o2Q98qiTET4+nxfL4S9xlG0hbtzneO1V+G0eYjDv/xAQMPR88DdJv6xzWLln47d0jErgh5G3UGipQydV+N+1u5fxUp/JdIpK5KX9q4OEx0bKbGZ+LDzA5PSOjE7JoWt0MumaCERBYN7QGaikMr49sTfwjp/RqifXrZ4bcix/3vYj41Pbka71R6/Hq3XEq3V0jEhgZelxBi98g8oGr99+sRm8O+hqcgznR5AJ88dDoo4lcsCzGLrdg7P2KKJci1SfgVSb1CIejwD2sq3QTGSes3I3EX3+Su26x3Ebc8+L+Gh02nhk6/cB4bERvUzJ6JQcLls0O+Cx6PF5mV+wjwJLHU90uYwd1X6R8ubWvTlRX8OXw27E7fOQoNIjCgLlNjM2t4tii5Gesano5LG01sc2GUORpY5Htn7PV/l78Pp8qKVyHugwmJmte7K1qjDoXLPLwfTVn/Bkl5G81GcytQ4riWo9yWoDWqmcdoZ48utrm9wDCHvwhwnTglxw8dFisWA2m/F6m+56JiUlIZFIOHQodFXTMC1HmdlB//SWqQZ4vohQylos7Tr1NK+3C0maxi8+HgiLj2EuAXw+H3trS7li+Qfk1dcAfm+w+9oP5PkeY7l/c9MUPZvH1cT4u9ZhZW9tWZDw2IjF7eSjo1vpFHUynajcZuaeTd8gEyXoZQqMTjsrxt5JkdUIwDPdRlPtsNBl/gs4vR4AUjQGvhp2I92jU5CIP29xLlHHIlHHNiku47FXN5sCCWA5/DnanGvO6Pn2qzibyHCRbKqECRMmFGd7PoOfb6+9FsvRL3FW7MR6fD5iw8aC1+F/77lN+eg63nTOKd8/B5PLwbLSIywrPcKr+9cSqVBh97ixuv3RlwsK9tHeEMfX+XtCXt87Jo0MXRT9f3id4ob3tEIi5b72g9DJFDy7cwm3tunD632ncO+mb3H7vIFoqNOxup1U2OoD4mMjGyrymbIiOIV7Y2U+w36axaYJ95F2kdjrhPn9IVEYkCgMyCJb/yb9n+uGgjV3IcrEvr/JGE7F6LSH9Ei8PrsHsw5uCFncJUVjYP4J/6azTJQwI7sHT+9czHcF+wPn9IhO4R89xnL/tu/4S5fh5ETEhcxSqbTVM331J6wrzwscs7qdPLd7GV6fj6kZXfgyP9gb1+i08/DW73lnwDXc1KZXUNvzPcexrPQorob5YiOt9TH0igmvxcKEaSkumBN9QUEBV111FT179mTYsGGMGDGiyZ8w5wen20uN1UWk+hJLu1bLKDc3TVX6Ofh8Pg4ZKy4q8VEllZGo0nOgwYsyTJiLmQJLHcN/mhUQHgHcPi8v7V+DyeVgYDOG/9LTJtKxSi1ry3MBiFNquSazK9OyupHUUO1wWelRNNKmE1CX10O1w4rb58Xs8m9GdI5MRC9T8sK+VQHhEaDIYmTEotlnrJb9cxEkClSZ4xCkoc3MBakWhJP7fD6PG5cxH/OBj6lZ/zeseT/hNheFvPZcUGeMabZNlTkO8bSUzTBhwoTGY63EUb6N2k1/p27bizirD+Jx1LVY/z6Pq8kxURGBolmhQECZPOC0C6RBno5ehzEgPAIIMg20UKRV09EIKBu8zXz4qHFYA8IjgEGmwuXzopHKQ17/t24juXbV3IDwCH57jv/uXUmkXEWOIY7ZhzdSZbcwJKFVk9+I05Gd5llZYavnzw3R9jmGWKZndWdKeke0Un+a98aK/F/yscNcooR63i4FPPZanFX7qd36H2o3P4ejYhceWxWKhJ40t1khj++Bq8YfqCOep0wHURBCWjh0jUpiXUVeiCv8z7tG5n8/3NamD6/sXxMkPAJsry7ioS0LeKDjYG5b/yWHT7HWOZVSmylIeDyVV/avYWbrXiHbBAQGxmc0Od7WEMeG8fcyOCEL8PvY3pbTj8WjbydFE84eCROmpbhgkY/PPPMMBQUF3H777aSmpiL+zCiUMC1Ho29i9CUmPkapZJTXO89+4hkot5kxOu0XTbGZRtK1kWHxMcwlwdbKAmpDRCsCvHlwPX/vPqbJBDFJrafOaWNsSlu6R6dgcTlIVhtIUPr9GaPkan4oPIDb6+XZbmNw+Tx8mbebHEMsKokMW4hFRe+YNLY1pNnMbN2L1w+uCzkmi9vJkuJD3N62f7Ofqd7lwO5xo5cpQlYv9HqceOpLcJuLqN//PohSYsd8iL14Haadrwada+h2D6LM7wvk87pxlG2m7Ntx+Nz+78wISHSpJF65BFlEq2bH1BwSbRL6bvdh2vla0HFREUnUoH+FU67DhDkH3JYyqlfcg/X4gsCx2nWPEdHvafRd7jxjBXqPwwReF6LcgHDa+8LrceA2naD+4Ce4qvaiSOyLpvVVSPVpCKIUiSqa6OH/o/SLofhcwVWbI/o9hUQd7OEoURjQd7sXe3Ho95uh+32/2TMfq9RwY3Yv5hzeGLJ9SkYndFIF17fqwYrSY0Ft3aOT2VZVFCRWAiSrDVyR0QmHx81rfS5n9NK3mHVoA28PmEq2PoZElZ5Sm6nJvVI1EUGFxQDsHhflNjOfD51Bqc3EqtJjGOQq3h90DVuqClldlss1Wd1+5bcQ5mLG67Y3PG9zcVXvR5E0AE32FKT6dISfWWDpQuC2VmEvWY/9xBIsR7/Ga6+hbuMzaNpeR9TA5/1er+seC7pGkKqJ6P1XqlfeC4A6a/x5GWusUstNrXvxxsH1QcdNTjsxCg1GZ9PgkDVluTzUcQidIhMZHJ/F3OPb6RSZyN7TigceqCsnSa1HJkp4fvdyPho8LeCBb3M7sbpdHDdXNzs2m8dFtFKDVqqg3h2cIfeP7mOIUWqosltQS2SoG8RQuURK95gUvhk+E5PLgSgIxCo0KH+hR26YMGFCc8HExx07dvDUU09x+eWXX6ghhGmg1OT/gYhSh96tvliJVMuotjpxe7xIJb9MvG4sVpF2EUU+gn88W6rCFa/DXPzsrilptq3MZiZCHhwRqJRIeXfA1cglUlrpYvih8ABRCjX59TX8q+d4Htq6gIVFJ602vj6xh0HxWbzW93JSNRF8OmQ6V678MFApFSBKoeapbqO4Zd08AJLUBo6ZmnowNrK9qjjk8RqHlX21pfx770pKLEYGJWRxT7uBZOmikIoSfF43bmMept2zsRetRqKOQ9tuOq6641T8MBVDj4fQdb6jwXQeNDnTkMV2DvTvqS+hfMHlAeExcNxcSNWyO4mbMK9ZkcPrtuG11+D3d4sLiBwSZSQRvf+COmsCxu0v4bFVoc4ci7bd9Uj1Gc1+B2HChDmJLe+nIOGxkbqNT6POGIVE2bNJm9tagbNsG8YdL+F1GFFnjkfb4Uak+gwEQfBvNhSvo2z+RPD604etuT9Qt/l5Eq5aijLBH5kjj+5A8vStmPe9j61wBRJNIhE9HkAW3R5RoW9yX0ViP9RZE7Hmfh90XJ05AUViv5b4OkKilMr4S+fhLC892uT9+s8e40hW61HL5PSITmFCant+KDwQaE/RRHDUePIaAYF/9hxHjELDp7k7WF16nLJkM9snPcCzO5aQY4gjWx/DF8NmMHLxnKD0a5VExidDpqOSBi9hpKLI3CHXceeGr4OEiY+ObeOedgOZnNahpb+SMBcRPo8be9Eqyr+bAj5/xoP/efsHiVctRxHf/Te9v8dei89tRRDlSNRN/QnPhNfjxG3MxbjjVZxlW5HoUoge/j8cpRsx7Xwdy6FP0bSajK7jzSiT+mPc/jLu+kIU8T1Rt5pI3cZn8NQXEzXov0g1Sb/RJwxGIZHycMehLC0+whFTZeD453m7uKvtAB7a2vR9qpHKSddGsb2qiBvXfoZUFLm+VQ+S1Xru2PB1kFBYZjNjkCk5bKzA6nYiInDcXM2L+1dxqLaCJ7uNbHZsoiAQKVexY/IDvHdkC8tLj5Ko0vO3rqMQRYEHtyxgV3UxbQyxPNJpGDmGWHQyJQCRCjWRitCZLGHChPn1XDDxUaPREBv7817OYX4bGn0Toy6xyMdIlQyfDyotThL1yl/UxyFjBVJBDKR2XiykaCL4Mn8PdrcrvOsW5qKma3Rys21Jaj2dIhP4T88JbK4soFdsKpendsTicTJi0ewgf8eVpce4Mbsn3aNTg8RHgLXlueyqKaFzVBIjk9uwb8ojfHp8BwfrKrgsqTWXJbfh7UMbAxUJiyx1tNHHBk2IT6V3bNPqk2aXndmHNvDkjkWBY3tqS3n3yGbWjLubHjGpOKv2U/rFEHxua+AcW8Ey9N3uRdf5NozbXyThqmX4PA50HWYii8gOWoS4jLlBKZKnYi9ahddW1UR8dNtq8NoqMW5/Gevx+QgSBbqOt6DreDNSXQoAElUMqtShKBJ64XM7EBWGSyLKI0yYiwGPtQLjjleabTftnk3MZbODCkd4bFXUrHscy4GPAseclbsx7Z5F0rXrkEW2xlNfSsWP1wWEx0Z8biuVP80gYcpPSA3p+DwOvE4TiFJUGaPB68FlLkQaEdo7TqpJIHrEm+i73495//uAD12Hm5BF5SBVn7na9a8lTRvJ8jF3sKWygHl5u0lQ6ZjZuicRcjV1TjsyQUKCWs+dbfszLasbCwsP4sXHdVndOG6q5pNcf3GdRzoN5VBdBR8c2xroe09tKW8d3sSKsXeilSoQBIFeMansufxhvjmxl62VhfSISaFPbDrP7FxCpb2ep7qNZmB8JjFKDVFyNV/l7wkZEfW/g+u4MbupgBzm94PHUkLFwusDwmMjPpeFykU3knDVMqRnqQb/S/A6zTir9lG7/kkclbuQ6tKI6PNXVCmDz1mEdJZtpfTrUeBtyOqo2oMtbyERfZ9C02YqliNfYtz+IvK4bki1KcSMfAuv04jLdALznjnIE/oSPWI2Un1qyA2L34o0bSRLx9zO1qpC5uXuIk6p5eY2vYlWaFhddpwFhcEp1YtG38bEpe8Gzc02VxbQKyaV//Wbwsy1nweOJ6r0GF12hiRkoZLKWF12nEnL3wtsPFfaLaRpIimwNC0Sc3laR+KUWvRyJU93G81DnYaiFCWsK89n/LJ3An3sqS3lq/w9fDjoWqZmdkURItMlTJgwLcsFe8omT57MRx99RN++fZFIwoukC0mZ2YEogEF5aYlcjZGa5WbHLxYfDxsrSVLrkV5kC/VUTQQ+fBwzV9ExMvHsF4QJc56ptNdTbbfSMSKBaIWaaoe1yTlPdhlJtj6GhzoNxevzYnW7OGSs4O87l4YsLPPhsW18O2ImSom0SaGBNw6up29sOmqpjNb6GJ7pPgavz4vY4As2I7snmyoLWFOey/tHt3Jf+0Hcs+mbJvfQyRRcltSmyfFyWz1/29G0crTd4+b2DV+xcPgM3CvuDhIeGzHtfJ34yd9h3vsO9pKNxI6cE/I789hDV1JsxOc5mabkddlwVu3F57FT8f1UvI6T19Zt/geWo1+TMGUhUt1J8VeUaeAUP7gwYcKcHZ/X3RBVHBqPtRyf1x0kPrrNhUHCYyNeRy21G/5GzMi3cVtLg57bU3Ebc3HW7MdeshapLp2yb0bDaQUaNO2mEz34hZDFY6SaeKSaeJTJAwEQzmNhqRRNBCmaCCaktudEfS23r/+S1eW5yEQJV2d04dnuY+gTm06F3YRGKsfr85GujaKVPgbtDgVOr5sBcZlMXv5ek75NLjt/3fYjbw+8hkN15VjcLnQyBfe0G8D22GL+sv0HHt++MHD+lSs+4Kmuo3io4xBqnTbmHt/R7Li/ObGX7jEpv8l3EubC4zYX4nM2TdEHcNUexmurghYWH30+H7aCFVT8MPXkvar3UblwGoZejxLR89EgMdDrMOGxVeJz2xDleiSaJDz2KiqX3nZSeDyFui3PET/xKyxHvsRjr8FyeB61G59Gkz2FyAH/QJ0yGFXyoN/s+W+c53l9XiIVahJPCdSodzmosJmxetz0jkljYkp7pKes598aMJUnrSNZWnwEnUzB+JT2fJm/O+Sm8NaqQoxOe2DTuFNkIoWWOtxeL3/pPAKT087N6+YFRMM2+lh8Ph9fDJtBmc3MMVMV/zu4nvz6GvrHZfBSn8no5f51oUwiIUqipthiDOrjVO7c+A2DErKaFLAKEyZMy3NexcfHHjvpU+F2u1m7di0jR46kc+fOqFSqoHMFQeD5558/n8P7w1JqshOpkiERL62qqJEqv1j6aypeH6orJ+UiS7kGAgVwDhsrw+JjmIsKj9fL3tpSbl43j901JbQ1xDF3yHT+b9P8wKRSLkp4tNNwpmR0CkyKRUFkWckR3F4vC4sPNtv/6rJcesakNvGJtLqdzMvbxby8Xbw34BpUUr/3Y5RCjUoi5bpVn/DOoKsptZoosNTRPTqZf3Qfy3O7lwU8IjO0UXw6dDoKiRSfzxc0Yd9SWYCPppNSgJ3VxdQ47SjKtjQ7bmfVXmQR2fic5mbPkUe1bbZNVEYHFYdx1RzAXrIeRXxPYi6bBaIUr7US446XcdUewVVzEHvJBrQ5U5vtE/yCp8dWiddeh6gw+Kt2K8MT7DBhGhEVEShTh2M5/FnIdnWryxGlwRuclqPfNtuf5dh8Ivs/i89pOfONPS689hqqt73URHgEsBz8hIgeD5+xcvX5FB1P56Cxgj7fvxqoDuvyevgkdwfrKvJYPfYucgzxtNbHkmuq4Ya1n+L2epk75DreO7KF9c0UpABYUnIUk9POGwfXM+fIRlQSGXe3G8CU9E5srDjR5Pzndi9jZuteODxu7GcoMmJy/boChWEubnyeM68FfL7QldN/DZ76EqpX3BuyzbjtBXQdbgKpEo+lFE99KV6nCY+1DNOO13CbC4jo+zeUqUNw1zWtGg2A143XZUWdNQlRFYWzcjf4PFiOfoW9ZD2J16xFpm/5Sswer5d9taXc1DDPA8jSRTOn/1X0i0unymHl0a3f83X+Xjw+LzqZgsc6j+DmNr2JVWoxu+yYXHa8Xh9XZXQmUq7G7fPwwdGtzd7zu4J9jEhqTbRSzd+6juKejd/w6dDpZGgjKbIYqbD7PXFHJbXhljZ9eGLHTxxtsH/oEJHAewOvQSeTk6KJJE6lbdJ/lcMS0j8W/PPLQosxLD6GCXMeOK/i4+bNm4P+npCQAMCePXvO5zDCnEaZ2XHJ+T3CSfGx/NeIj8YK+sdltNCIWo4IuRKdTMERY+i00TBhLhQnLLUMWfhmwJvnkLGCOzZ8xYMdhtAvLgOvz0uMUkOCSofqlKqnJVYj/9y9gme6jzpj/0Iz1RzHpLRlX00pL/WexL2bvw0UlxEFgelZ3flLl+EU1tdy7aq5RCs1mF0ORie3YfHo27B73FjdTkqsJm5c8xlml4OPB1+HUiKl0m6hS1RSs8LjyXGdDf8Z6lYTmz1DookPpFCdTvSwV5E0eDV57LU4KnaB2075t+MDEZFSfTpRQ16ibvNzOCt2UH9wLupWE5sII424zUVUrbgbW95PgWPKtMuIHTkHqa5p6nmYMH9ERJmaiD6PYT32bVD0MYBEm4wqPcQ76yyin6vumF9QFGUhI5pERSQ+rwupLh1XzYEQPfixl6xHHnPxeRWanHb+tn1RQHg8lRP1tawuz+V6bQ9O1NfS6/tXAsLfo1t/4PW+U87qaW33+qvifjfiZm5f/xX/2bsSj9fLi70m8tDWYK/LV/pczmsH1oIPRiXlsKj4UMg+r8ro8gs/bZhLAakhw1/p3dtUZBRVMUiUzYv4vxSvowaPtSx0o8+Ls/og3pKNVK+8F5/Lvxkh0SQSPeQlTHtmU7P6QRKvXn2WexhRZ01AHtOBki+GBo57LKXYTixB1unWlvo4AU5Yahm75B3StZF0jUpiT20pueZqxix5m80T/49Ht34fVFTK7HLw+PaFCPizUJ7dtZR3j2zG07Cp0iUqiXlDZ5zxtSkgcG+7gdg9bgqtdTzbfQxzDm5gV3Ux07K6M3fwdby0fzX3dxjMpGXv4T5lw2Z/XRnjl77DotG3ofqFqdOXVvhNmDCXLudVfFyxYsX5vF2Yc6Tc7Ljk/B4B5FIRnUIaqNb9c7G6nRRY6rjmIox8FASBNE0EhxsK4oQJcyHxer2IoojX5+WT49ubVA88UV/L/22ez5UZnXlv4DWBqoSnYnE5ub1tX4xOO+NT2vP9aV5AjQxPzGbWoeDqiYkqPcMTsynU1/HA5u8ChaIAvD4fHx/fjlIiZVBCFoMSsljZMCneVFFAYUYd01d/0uQ+45e+w/wRN3HVyg8REFgz7m4EhJAiZPfoZCLlKtwJvXE0E/0oj+mIVJ+J1JAZsh1AoowiasiLyKI7YtrxCl5HLYrkQUQPfQm3uZC6Lf9CFtUWRVxXBJmW2o13Bl3vNp2gctGNxI39mPIFUxBkGsCfdu7zehHEk4W3PPY6qlbcGyQ8AtgLllG55Fbixn8WjoAMc8lz+r/7X4rM0IrEa9dRs/ph7EWrQJSiaX0Vkf2fRlTocFYfxHZiCT6PE1XGGDRZkzBu+WfIvtRZE7Dm/oDXYcTQ40GMW//d5JyIvk9g3vs2+q734F/2ht78EGRNI3guNOU2M5X2elaXH2/2nAUn9jMtsxtf5+8Jijg8YqrkyhUfsGzMHUH+uqcyKqkNMkEkWWNgXXku/+o1Dqkg8rcdi/l82Iygc4clZlNhN/Py/jVEyFV8OmQ6q8uOB6LdGxmS0Io2+rDP/O8ZiSqeiN5/pW7TM03aooe+ikTzG2QRiWdeRguilOpV/xcQHsEvGlYunkncxC+xF63BWb0faUTr0NGPohSpJoHyBVOIn/wdokwbZOVgPf4d2nbXN7sB+Uvw+rzkmav5X78pbKosQC2V8VyPcczL28VHx7bxj91LaaOPbVLRHmBfbRmvH1jLW4c3Bh3fXVPCE9t/4rqs7jyx46cm1wFcnt6RKoeFcUveCZpjrirPxSBX4fJ4+GjQdfxjz9Ig4bERm8fF/BN7KayvpdZpY2RyGxJV+sB8NEahIVGlDxn9qJbKSdEYftb3FCZMmF/GBfN8fOyxx7jrrrtITW0afZGbm8t//vMfZs+efQFG9sejMe36UiRSJfvFadeNUYWpF6H4CP6Kvc0VzAgT5nxQZDGypfIE8/J2EaPUcG+7Qawuy232/M2VJzC7HE3Ex2OmKkYtfosCSy16mZJ5w2awrjyX2tN8H6dndSdepeWWNn34piGdZ3JaB6akd+L+zd/xjx5jg4THU/no+HbuajeAZ7qOZltVIWaXgxuyezLr0IaQ5zu9HhYVH2ZEYmuWlhzhnSObeKrrKJ7eFez7qJLImNN/KnHaaBzD32hScAZA3/1+QCBm1NtI1XHNfj/gLxYR0etRdO1n4PN58bkslH0zBo+lNHCOINcTN24ussi2uGqDo3h8rnqcVXuRx3ZF1/4GnNUHqN/3Nh57Ddqca1Ek9ESqTcZjq8CW92PIMdgLV+KxViDKDXidRgRRhijXnXHclxpGmwuvz0fkJRjVH+bMeF0W3OZC6g/MxVV3FFX6SFTpI5Hp039xn4JEhiK2M3ET5uF1GBEEEVEVjc/jwLTjNeo2/yNwbu36vxI7di7a9jOpP/BBUD+iMgpd5z9R8cO1+Fz1RPT5KzGXzcG0ZzZuYx6yqPbou96FvXgN9qLVyOO6o0wbjr1geahBoUzs84s/029BscXItFUfMzWzC9EKf4R5KGKUGqrsFlaWNhUo691O1FIZf8rpy9uHNwW1GeRKnu85jglL36XQWhc4nqqJ4O0BU3GcJirekN2Th7f4q+rWOW08s2sJ34yYybtHNrOi9BgGmZJ72w9kamYXEtS/r3dcmGBEuQZ9lzuQx3ambtPfcZvykcV0IrL/syhiOrV4ETaPvQZ8AvKYzjirmmbwCTINiJKQViw+jwPbieUoU4di3vsuMZfNouzbceBxBp0XNfCf2IrWAv7CV5qcqzHvOekpLVHHB3nRng2fz4fXUQeCiFPQYHN50SklyE7xaiy1mnlh72qWlBwOuvbZ7mO4LacvC4sO8kCHISH7n5DWnlvWfRGy7asTe3ii60g+Pr6Nw6dldfWJSWN4YmtmrPmkyeY2wOsH1vH2gKnsqilhR1Vxs59vQ0U+IPDy/tUICLw14CqmZnRFJ1eQpNbz/qBrGL/03UBEZiNz+l9FouriKjwaJszvlfMqPpaU+H0jfD4f3377LZdddlnIYjNr1qxhw4bQC8YwLU+Z2UGr6EuzSEGUWkbFLxQfD1/k4mOy2sD2wqILPYwwf1AK6msZvfitIAG8ym4h/QzPS4o6okm1wBq7hVvWzgtUJDS57Dy0ZQGfDJnO4uLDrCnPJVKu4rqs7tQ4rfT74XXGJOfw6ZDpePHxxsH1TFr2HvEqHUWWumbv7fC4OWaqQiGR8sPIW5iXt5uOkQm8d7R5n8YjxsrA8//+0a282mcyK8beyYt7V1NsrWNwfBZ3thtAls4fISiP6UDy9dsw7Xkbe+FKJJp4DN0fRBqZjVSb0qz/ms/nw2MtB58HURGBKNMg1aXgsVVS9sPUIOERwOc0UbX0DiIHPEvVkqYpVa7aI2jaXofP56H0s96B49ajXyOLakfClB/xNVNVuxGPrQrLka+w5v6AqIzC0OMBFLFdz7k658VKicnOqmNVzNpwArfXy8290xjbNo6UCNXZLw5z0eN127HmL6Lyx+tojBa0HvsWURlN4tWrkEfl/Kr+JcrIoIrz9sq9QcJjI5WLbiDx2vVoWl+BcftLeB11KFOHoM2ZRuWiG/G5/P5kdZufQ6rPRNt+BhJNAvKYTlT8cA0ei38+XL//A+LGf0pF1V681uCNlejL3kSiSfhVn6clcXk8vHlwPesr8vHi44bsnjy7a0nIc6/O7MKcQxtIC/F70Vofw3FTNXfk9GNsclvePLSeaoeVYQnZ3NymN3dt+DpIeAQotNTx7K6lvD3g6qDjyWpDULGzzZUFXLniQ6ZlduW5HmNppYtheGL2BfXGDHP+kKii0bSaiDKpHz6PA0GqDnqeWwqPrQbj9peoP/wZMcNfp+KnG4KL3QgSYkd/iGnXrGb7cNUdRZ05HnlsZyzHvyd+0jdYDn+Bs3IPUl0K2rbTsVfsQJHQw39+7RGUyQOC+tB3ueOcxUe3uRBr7g/UH5wLohxvzp/Il3bl+1wft/ZNJzNKjUQU+ObEnibCI8DfdiziuxE3c7CunCp7aD9bEQGr2xmyDfze2i/1nsxhYyWf5e5AKorMzO5Fh4gEPjy2lR3VoYXFUpsJi9vJlqoCUjTNB2akqCOodvjH5sPHn9Z/Sb+4DNrJ4xEEgUHxWeyc/CAv71/Nzupi2hhiebjjUNoY4pCHK12HCXNeOK9P2rPPPsvq1X5vC0EQuOeee0Ke5/P5GDBgQMi2MC2Lz+e7ZNOuASJUMkrNv8xE/LCxgii5OlAR7WIjWWOgxmGl1mElUqG+0MMJ8wfC4XHz8v41TSZ4PxYe5POhM/jg2LaQ1z3R5TKiTvu3WuWwsu604gIH6soZv/RdRiW34Y2+V/BV/h6e2rmYYqtfMPup+BB3tusPwPeFB3D7vFQ7LGcsDqWQSBEEgf/bNJ+Xek+mS2QifWPTydHHUtlgVH46rQ0xHKo7ueD/z95VbJn4f3w6dDp2jxu9TBE0IRVEKbKIbKIG/AOv04QgUSDKz5wW6baUYj02H+PO1/E66lCljSSiz+PIDK3wWKtwVuwMeZ3HUoIo14MgAV+wr5o8rjvK1OGUfNK9yXWumoOYds9C2/6GM47L57JQt+nZwN/tBcvQdbyVyAF/P2OBi4uZEqONaz7ezvr8k2lpmwvqaBevZfGf+oYFyN8BHksZlYtu5PQ0Za+9mqqltxM/+ZsWsxPwuh0Yd74WutHnpXrFPSRMWUjkoH9hPfYtzqp9uI15uGqDF+5uUx51m55FkCiIHfdpQHhs6AifIpbY0e/jrNiJo2wrEnUc6sxxeF02fF43NVYnJrsbURCI1chRyVs2gutcKbebebMhknxjxQnubjuAEYmtWV4anC76VNdRqCVy/rNvFfOGzeDtI5uD7CzilFpilFp6LHiZgfGZ/K/vFHLNNeytKWVfbSlrykNH12+oyMft87By7J04PR5kooQktZ5ohTpIgLS6nbx7dAvvHt3C50NnhIXHPyASVcxv2r/bXIBx238AqF3/N+LGfoyjbCvOqj1IDa3QdbwJURWDcfsLzfYhj+mEDx8+tw3zzlcx75mFJmsSqowxeG2VVC2/E6+jjtjRHyDIdcgiW+M2nwxIiOj/LFJDq3McbyGlX4/GXXcMEJClj8KmUBGrMjK1WzLXzt3BnKs6kxwt8vL+Nc32s7DoIP/oMY4Ht3wXsj1SoUYtlTcrQCZpDHyeu5NrMrsyIbUDJped1w6sw+p2cn+Hwc3eN1Glx+iy80XeLv7Ta0LIlG+Aaa26cdPaz4OOfZ67k2e6jwFAKZXRITKB//W9IhCBrZaGsyPChDmfnFfx8ZlnnmHDhg34fD4ef/xx7rzzTtLSgqt0iaKIXq+nT5+LK9Xk94rJ7sbu9l6yaddRKhkHK0MLC2fjkLHiovb4SFH7x3bUVEXv2JavZhcmTHNU2ut570jTiEGbx8W3J/byRr8ruH/zd4FiA6Ig8FjnEUH/Tm1uF2U2M8bTUqsb8eFjcfFhrm/Vg8EJWbzR4POolEh5tc/lvHdkC1ekd+KrYTdw3epPsLidVDsstNHHhtz1np7Vne9O7COvvoYMXSST0v1FGp7pPpoRi5paeMhECWOT2/LGwZP+kr1iUtHKFIE/zSFIZOck0LnMRbhqDyNRJ2Do/n+Yds/BeuwbBLkOQ9e78bltxI79mPqDn2DLb+p/5nXWI0jk+Nwnv0NBpkEe15X6vW+HrJALYN73LrrOd6DKGBOyX2XKYBxlTatOmve9g67zbZes+Lg+vzZIeGzkYHk9X+8p5b5BmWEh4hLHWbW3SWpiI47SDXht1S3nZep14rU177vstVXj8ziQKCOp3/8hHmsZ6qzxzfq3adrOQKrPJPHaDfhcFrxSHQ5pJKbtf8dXX4S+693I47ojCCKW3O+p3/c+0ddsYsqXVazNrUUhFZnRI5m/XtaG9MjzvyHp8fmC/BtvXjeP53qM4/a2/dhQkU+UQs2IxNZEyJW8uG81No+Lz3N38ma/K7h/y3c4PG6iFWpmtOqJKAh8OewGap02jpmreXDzAswuO8/3HHfGMRiddm5aO4/8+hrilFpe7TOFBzoMCekjF6vUhoy8DBPm11J/cG7gv51Veyj/bjKKhN5II7JxG/MQ5Tqkqhgi+j1N+TdjmnYgkaNMGULlohuIn/QtcRO/QlREIkqVuK2V4HXh83mxHPoUr6MOUaomotdfsJduJHLQv1FnjkWiSUSiOPsaxuf1YD4w1y88ijIY8znv1jp5bfsO6pw2cgyx/HnsaJYcK2GaIaHZqEaAaoeFeqeDp7uO5tb1X1BuO5lS3j8ug/aGOO5u15//7l3V5Np0bSRV9nqydNHIRAlDE7K4dtXcgAdjisZApFzVxI4H4O52A/jw6FbKbGYO1lXwSKdhvLhvFV6ff1NDKog83W00y0qONrGCKAyRMaOUylBKL811b5gwlzrnVXyMj49nypQpgD/ycejQoURGtnw4fJhzp9Ev8VKsdg3+cf/SatcH68ov2pRr8Ec+Qlh8DHP+8QHWZhb4HxzbSo+YFA5e8Wf215bi9HroHJVEnFIbiCIuthh5dtcSPjq2jQ8HT8MgV2J0ho5QjpCr+N+BtSwdfTuVdgvp2khKLHXcmN2L949uYVxyO9aNv4cd1cW4vR6+GHYDN637nJ0N6TkCAtdmduWypNbMWPMZAC7vSVGua1Qyc/pfxYNbFmBp2I2PU2p5uc9kXtq/OjB5FQWBJ7uOPKPoeM7fn8+Hq+YQVctux1Hq9zST6jOJ7PcUEn065j2zKf6kB3jdiAoDus53okobQc2aR07pRUAW1SZIYJToUokd8yGyiBy8ruY3XXwuC4IgEjPiTaqW34kt/6SPpTJ1GIbuD1Dx0/SQ19Yfm48irmvQMbelDK+tEp/HgaiMRaKJ/0UG9x6vjxKTncqGImGxWgVJeiUS8dcLgvUOF7M35jfb/s6WAqZ1TyZO++v//4a5cJxauCFke4hKt78UQaZFnTkBe1HoSCBl2ghERQQuu5GY0e9Qs+ph6jY+S8zod6hd9wTOyl2NPaFpex2Gng9Sv+9dTLtn4fM40HW+A02bq9B0vx97yVqqlt2B114Ngog6awJxE7+komAr5eZkABxuL+9sLmTV8RqW39GP1PMcyauRyukVk8rWqkLA75v7yNbv0ckUDIjL4J72g7h65UfIRQn/7Dme945uYWHRIbJ1Mey9/GEK6uuIVKh4aMsC7tj4FeC3vflXz/F8MuQ67tr49RnnZHqZkmKrkfz6GgAq7PVMW/0xP4y8hbva9uetw5sChSha62N4pc/lyFvY5y9MGACvs6mtiaNsi78gnUROtO8lABRx3Yge/gY1ax7B57YiSBQYev0FddYEPJZSEqb8iL1sK3hdeMq2Ydr9pj99W5SiaX0lseM+RZAoiBr8AvKYTiiT+//ssXpsldQf+ND/lz7P8mB+CQuKj6KSyIhTajlmqubmjXN5vefVSLxShiZm82PhgZB9jU1px4LCfawsPc5/e01ARKDCXk9bQxyttHFYbRKmZXajxGLis7ydgflV39g0Xug1ia3VhTyzawkqiYwJqe15s98V6OVKym1mcvSxLBtzB1NXfkSuuRrwbxLfltMXrUzO+op8AP65Zzk3ZPfkx5G3YnY6kIoiBrmSWYc28FV+U+/NSWkdfvZ3FiZMmN+OC2ZwkJKSwrFjocOmBUFAo9GQmpqKVnvxVfr7PVHWkLJ8qaZdR6pl1FhduDxeZJJzr3jp9Xk5aqpiQHzGbze4X4lGKidKruZYuOhMmPOMQaZkTHJbFhYdDNnePiKeTF0UmQ1eiB6vl2KrkV01JWikMp7auZifivyFUj44upUHOwzhqZ2Lm/RzRXon1pTnsrjkCH/rNgq1VMbO6mKkokiEXIlClJKk1bOmLJcfCvdzoK4Cj8/L/R0G81TXUTg8brL00Riddq5Y/gEenxe9TEms8qSHbYRCxQ3ZPRmZnEO5zYxUEFFLZTy9YzHLSvzRSRnaKOb0v6rFqqG6zSco/XIYXnvNyWOmPCoX30T85O+wnVgGDSKJ12HEuPVfGHo9GqiSC6DteDNSQyuSb9iLx1qBIJEjUcch1SYBoMm5+uSC4jRUmeMRFXpEuY7YMR/hsVb4oycUBpCoKPm0Z0gTfPBXNm/E5/PhrNpHxY/XBiK5BImSiL5PoOt4889KbbM43Kw6Xs1N83ZRZfGLwDEaOe9f05Vh2dGo5b9uOuIDfKELBvvbfb7mCgqHuYSQnyaMn4pUn4GoiGixewmCgDr7cuq2/RevLfh3WJCqiOjxAKJUib1wGcbtL2Ho/gBSfQY+t5OYy+bgdZnwWqvwGnLItWoQdr5C/Z5ZDX5w72PN+4na9U+gzppA7brHTnbu82I9vgCXMY/EUe/z8WSRu3+qZFuxf8PhWJWFbYV15118jFFqeLH3JIYsfDOQRn17Tj8mprWn1GrG4/Pyat/Lef3AOuSihEWj/kSRxYherkQQBFrpo+n3w2uUnRItVWipY/rqT/h2xEzuajuAGIWGaVnd+Cy3qR3FQx2H8OHRppYfk5a+z4YJ9zAmpS02twu5REKhxcjsQxuZ3f+q3+4LCfOHRdPmaur3h/79VWeO9//W4veQ1Xa4AVXGaDwOIxKZmpp1jzdYnvifIUPvxxFEKcat/zrZideN5fA8PPUlxIx6x+8pLfll6zSPx+v/cRRlGOP7c6BoNe8PuhaVREaV3UKqJoK9taW8dGgZo1Kz+Xv3MSwuOtSkonSaJhKdTMHEtA58mruTG9Z8hk6mwCBXcn/OCD5YZeHhkUlctfp9JqR1YP6Im1CJUmJUWo6bqzlgLGdIQituad2bd49u4cv83SSp9TzbfUxg09fj9bJo1J+ocliwup3EKXXsqinmprXzgsby0bFtKCUyXu49CaVUxvaqIr49sa/JZ8/SRdMzpmlh2zBhwlw4Lpj4OGPGSR8W3ykrhlNTokRR5PLLL+fZZ58NWZgmzK/nZOTjJSo+NqSLV9Q7SDac+0S80FKHzeMiVXNxR94mqvUcb9gBDBPmfKGXK/lXz/GsKD2K3RMcSTQgLoO2hpMVnd1eD1uqCrlq+Qd0jUrisS6XBYRHgMXFh+kdm8Y7A67mmV1LKLTUESFXcUubPnSJSuSmtfN4rPMIlpYc5e+7lgaqECokUt7sdwUrS44x+/BGvh5+IwuLDvLOkS38ZduP5Bhi+UvnEcw5tJFDxgo+GjyNa1d9zAu9JzapWiiXSEnXRpKuPfm8v9bvCp7uPhqPz0eUQkWiuuUsGKy5C4OEx5P4MO54BW37GzDteDmoxbR7FjGXzcZesgFDj4fRdpiBVBUNqmhkhowmPcmjOyKP74WzPDh9WpCqiez/VKB6dWMBDXd9Ma6aw3hcVpTJQ7DlLgg5dk/KhMB/u80FlH01wl8ds/ETeOzUrn8CqS4Vbdtp5/aFAMerrUx+fwveUwTAKouTye9vYeeDQ+iU+OsqTeoUMm7rm86q46Hflzf1SiNGc2lG+Ic5iUSdgK7TnzDvffu0FoHo4a8j1Sa26P1khgySrl5F9brHsOX+AD4vypQhRPZ/FlvJFnxeN4JEicdcSM3qB0P0IFA1ajMyiYn6ff4xa9tOw1a4Esvhz4gZ+Ta1658IeW9X1V5cdYeJX/8Y88a+xcxletbm+1MUv95bypROLftZz4Ue0SnsmPwAt6ydx7WtunHcVM3Epe8FxEiNVM63w2dy0FjBI1u/x9lgzSEVRJ7vMY5rs7rxSghPued3L2d8anuGLHyTXZc/SDtDPC/tX02d00aqJoKnu43mRH0ti4oPNbnWi5cSq4nndi9je3URKomMW9r04Y1+V4QrXIf5TTjz7+/Tgd9fAFGiQNCl4nPbqVn7F6zHg/0S5TEdqVp6W8j72IvXNtiv/PI1Wr0YiS/rWqS5n5Nnd/BKn8ncueErsvWxRCvUHDJWEKPQ8FKfSUhEaKON4adRf+Kv239iS1UBUkHk8vSO3NKmD7eu+4KeMSlcl9WdOYc3YnY5iFNq6aRLI6WPmQJ7FQWWOt48uJ4qez2D41sxcfl7gXmkKAjc334w/+45AYkgML1V94Dw2DiXnLT03aDU6yvTO/PuwKu5ae28wHvGIFfyUMchgdTp9hHxrB53F/dt+pYd1cXIRAnXZnXlmW5jzugVHiZMmPPPBRMfZ82axQMPPMDkyZOZMGECMTExVFdXs3jxYj7//HMeeeQRJBIJr7zyCikpKdx5550Xaqi/a8rMDpRSEbXs0hR3G0XTUtPPEx8PNVS6vtj9gBLVOo6bqi70MML8AckxxLJt0gM8s3MJi4sPo5cruKfdQKZndSdBfVIoKrIY+fT4Dt4acDUVdjP1Ljs3t+5NhELFoboKFhUf4u+7lrJszB081nkE0Qo1do+bT3N38NK+1SSqdbQ1xHHj2s+C7u/wuLll3Rd8N+Jmvjmxl101JTzQYTCT0zpSZbdQbDXy7z0rOGT0e7IlqvSsG3cPmbpoZOewWRWn0qKSSPH4fEQozu3d4fJ4qHc7UEn8fkE+rwev04wgkSHK/NGWPq8be8HyZvtwVuxA22Zqk+M+pxmZIZvk6duQaBIRGtIFfT4vXocJQZQGFbeRahOJn/gF5oNzMe+ejddpRp05jog+f0UWEWxC7zLmUvb1WNymPAS5nrjxn+IoXhMkKgKI2dMp9sTQWF/XUbK+yTmN1G54GmXqMKTnUI3X5vTwwqpjQcJjI14fvLDqGHOu6oLyV/4ODc6Koleqga2FwSlxrWM0XN01CbEF0rvDXFgkyggi+z2FIrEfxq3/xm0pQRHXg8iB/0Ae1f43uacssjVxo9/HY63EY6/Gevx7yn+Y2lCdWiDhqmWAwKmhtYJcjyZ7MtL4PmwyK+iurwpEO6tbTQ7YHohyHR5rebP3dtUcQpTr8C6bwqsj13LLQoEJ2Up6p51fv+qC+lrWl+fxfeEB0rWRvDvoGipt9Ty69Yeg8ySCiNnt4P82z6etIY6RyW0QEFhRepRHt/3AZ0OvDyoQE6vUMiW9IzqZgsvTOjA5rQPp2ij+3HkYN7buicPjRiWR4fC6yf7qn2cc4/XZPXi8ywg6RCaQpolE0VAszOfzYXTakYgiuhaw1QgTpvH3t/7Yd3jqi0EQEUQ52pyrm/z+ArjNRbiNx7Eeb7rpJwgivjPYqLjqjqKI7XTWMXldFnweF6JCjyCczATzImJJn4a+ZDFZ0Rm8emgzs/pfxdLiI5TaTFzfqgc5hlg2ludT57Tj8LhZUXKU8anteLjTUHw+H0tLjnDlig+xup0I1fDnTsOIU2q5Or07o+O64sHLTRs/Yu6Q6xAQkIkiM1r1ZNKy94KKTXl9Pl7av5ovht7A0uLDVNgtxKn8Qm2RxcjoxW81KVbz9Yk9tI+M56qMTiwtOcrlaR15rMsIsnRRGJ02BAT0ciX94jJYOPJP1DltSASRBLXuvBeTcbhdWD0utFLFOc1Dw4T5I3LBxMe3336badOm8ec//zlwLDMzk549e6JWq1m6dCkff/wxXq+XuXPnhsXH34gys4MotfySNeFv9Kr8ub6Ph+sqUIgS4lQXd1p/kkrPTzVNd/rDhPmtkYoS2kXE887Aq6lz2pEIAvEqLaIQbG+Qa64mQaVjzuGN3N9+MKLoNyXfX1dGj5hUfhx5K0/uWMTX+XsosRr5rmB/0PXTsrrz7pHNIccgIOD0unm+5zg+PLqV+Sf2MSShFYMSMvnfwfUBXyCAb07s5fke485JSCy1mthUeYI3Dq7H6XFzQ3ZPxqS0bXaH3OnxkF9fw+xDG9hYcYIsfTQPth9AiukAnm3/RFREYuj+APLYTkhUMUj0zXu0SjRJeEJFRQoiokKPVJcSOOQyFWA9+g2WY18jyg3ou92HPK4rUrU/8lSqTSaix8Po2s0Anw9RGREQQRvx2GupWnYnbpO/4rjPaaJm9aPEjpuLLfcnbEWrkSgjsLS+mw3WVvTSn4xqdZSFrmoO/jTy5gp/nI7F6WZPaeg0b4A9pWbqne5fLT4mGVR8M7MXSw5XMmtjPh4vzOyVyuUdE857imqY3w6JOg5d++tRZYwEjwtBpkGi/G2zGES5DrfpBKWfDzitxYd57ztEDf4vNWseBvAXe0obTv2hz7Ad/IgBMYeJzrwZY1J/HCUb/NXrT3l2BIkCnyf0HEaiScBrr8HntpFm38r84Rokh2cjHJVj0dyFIrHvOW0A/FJMTjtlNhMjF8+hyHJS1P/P3pW83HsyUzO6IAoCfePScXo8ODwuvs7fw4eDplHjtPJt/l58wI3ZvUhW6/kybzdXZ3Zl1qENPN1tNFm6KD7P3UW1w4JaIue6Vt2RCSKiKAa9jyvt9XSPTmZHg9fvqcQqtdS7HTyw2R9RtnzMnbRusNAotNTxfcF+PsvdiVIi5b72g+gdk0Z8OCIyzK9FlCE3tMKU+yNelxlN9hUIUhWC2HRp7ao5iM9lJaT3hygDQWy2gJxUfebn22OtxFm5G+OOV/E661C3moKmzZXI9OmA31t59XEdrXq9j9MHfePSmLTsvYAf4xd5u4lTavlw8DScHjdzj+9AKZGGtMoBSFIZmJDagdGJ7XngmyM8tiGX64ZLsHlcrCnLZUxKDjJRwncF+4KEx1P5776VjErOYcry91kz7m4S1XrWluc2WyX7jYPr2Tzh/3iht4RohZoah425x3bw7tHNiAjc0bYfvWLT+LHgAJ/n7UIvU/J/HQbRPTrlvKzzzC4Hx0yVvLx/DUeNVfSKTeXutgPI1EUhl1wwqSVMmIuSC/ZE7N+/n3vuuSdkW58+fXj//fcBaNeuHaWlpefcb15eHldccQVPPvkkV1xxBQCPPfYY33zzTdB58fHxrFkT2kT8j0S5yXHJplwDRCilCJxMHz9X/JWuI5AI5+4TeSFIUhuotFswu+zoZD+/wEOYML+Ws1V+VjV4PK4ffw8/Fh3k+d0no/42Vxbw4dGtfDb0eh7cvIB3Bl7N/rpyjp0SzRuv0lEQohohwBNdL2NBwX4+Pr49cGxT5Qk+OKbjw0HXMmX5B9g8LgA8Pm/QxLXKXo/F7fKLpkpdYBe61Gpi5trPAn6PAOsr8skxxLJ49O0hCx7sqC5i+KJZOBpSh7ZUFfB57k7e6nEZl6kS8OZ+hy1/EboudxHR9wk0rSZj3vUmoRYauk63Yt77TpPj6qyJSFQnPSddxjxKvxiKx3Ly9892YgmadjOIHvzvgN+iIEoCPpCh8NqqsBeuDDrmqjlA+fxJqDLGoBr+DrP3eHl3YR3PjIohSX/yPSOP7dpsvxJdqn/RdA5oFBLaxWvZU2oK2d4uTotG3jJRAskGFTf1TmNyhwS8+Ii+hDfXwpwZqTr+vN7PvP+DkMcthz9Dqksj6brN2Eq3gMtCxQ9XnzyhbAuVB98mbsI8qlfeD6LU/+x4XViOL2jwb/24Sb+CXI9EGRN4B3hr9iGt3ou9ZAMA9qJVKNMuI3b0ey0uQFpdTg6bKtlQkc+S4sNBwmMjD21dwPZJD/Dq/rX8d+9K1FI5/+01kU5Rifxz9wq2VBUEzl1bnkuXqCSe7TaGHdVFPNBhCKVWE0+fInBsrizgjUPrWTn2TjpGBqeUxyq1zB0ynWE/zQqqsKuRypnT/6ogoaTQ4q94X1Bfy/CfZpFXf3KzZ0XpMSaldmD2gKuIV4UFyDC/DI+tkpo1j2I59GngmKN0E8adr5I4dWUTqxS3KR+pNjlkX/bClagyxmLL+7FJm0STiPQMm5keWzU1G56kft97p4xjM6YdL5N49WpkEVkADMyK5u9La7hpkJT7N38XEB4bqbDX8/zu5fy753h+KDzA58NmBM27TuWvXUaQpo2k1GRnb2k9WdFqCqz+bLL3jm7hi2E3sKr0WKAoYCgKLXXEKbXkmqupsNWTqNZzxNi8v32Nw4rZ7SBRpqfaYWXi0vfYU1sSaF9Tnkvf2HRub9uPTZUnAFhScpjprbrzUu9JxCh/OwHS4XHzfcF+Zqw5+W9hS1UBbx3exNLRtzMoIes3u3eYMJciF0x5iY2NZfPm0NEumzdvJjo6GoDa2lr0+nPzgnK5XDz88MNYrdag44cPH+aOO+5g3bp1gT/z58//VeP/vVBqtmNQXrq7MlKJSIRKRqk5dCXd5rjYK103ktSQ3pprDuUfFybM+aPMauJQXQXHTJXUOE6+Y9eV55GiMSAVJby8bw23tunDl8NuYN7QGXww6Fp6xqTy911Lub/DYDw+LwtH3srCkX/iz52G83rfKQxNyKJrVFPxTC2V0zUqKeQEuNxm5r2jW7g2q2vgmEYqRytXUO9ysLYsl3FL3iHry+foPP8Fnt29lBKrf/G8o7ooSHhs5LCxkk+P78DjDY4+KGsQKx2eplV07921CnunewN/N+9+E099KR6HmeihL4MkOOVH22EmqtSheOzBVgry+B5ED30JUeF/3r1uG3Vb/hUkPDZiOfgxLmNek+PN4XPbmmnwYstbiLMun5iIGBb/qS9TOiWgVZz8PVCmDEaQh16gR/Z98pz99VQyKY8OzSaUBigI8OiwbFSylv0ditLIidEowsJjmBbB5/PiNhc1227a/QYSdRzKtMuo3dDUw9HnsVOz7nEiej2KNfcHtG384qTlyJeoW01GmTww6HxREUHs6PeoO6UIhTy6XZNn316wDGdF0+Isv5YNFfn0/v4VElW6ZguPeX0+lhQfZkNFPiVWE8dMVawsOUqJ1RQkPDayu6aEI6ZKJILAsMRWzDm8sck5NQ4rj237kUpb0zTUHEMcmybcx7yhM7irbX/+02sCnw65nn/uWc7e2pPvyraGOFweD3MObQwSHhtZULifA3XNp7qHCXM2XHW5QcJjI576YozbXsTrDl6TyGM6Yi9ehypjbJNrzPvfx9D9fuSx3YKOi+o44qf8EJQNcTpu04kg4TEwDms5dVuex+vyz9USdEqeHd2G/PrqkHMZ8G8QSEQRm8eFTqrghV4TkZ4SoCEgcFfb/nSI9G90JOqVPD06h9xqK50MfmHV7HJw09rPGZvcln5xGc2Ou0tkUiAq0tKwadwrtnmRNVMbRbXdgsXlYP6JfUHCYyObKk9gctqDCgd+cnzHb75+KrWauG39l02Ou7weZq79PDD3DBMmjJ8LpjpNmzaNF198EZvNxujRo4mOjqa6upqlS5cyd+5c7rnnHsrKypg1axZ9+vQ5pz5ff/11NJrTUs48Ho4dO8Zdd91FbGzLVDL9PVFmcpAeeWmno0WpZZSZfn7k45jknN9oRC1HYoP4eNxUTZcQAk2YML81NreLLZUF3LnxKw437EwPjMtk1oCraGeIo97lJFsXw97aUr4YdgMfH9/GtFVzcfu8xCq1PNBhMHaPmwHxGXydv5u/dB5BK30MQxNb8dzuZYxYNJtPh1zPgsL9QbvxfWLTWF56rNlxfXtiHx8Oupb3j/oN3x/qOJQklZ71FfmMXDQnMLE1Ou08v3sZ68py+XTodGYfarrgbeS9o1uYmd0rKCWv2mHlaDO+qw6Pm1ynh/YKA16Hf4JpPf4duo63ULXqE+LGfY7HUozPbUMWmYOtYDk+r5vkaRtx1R3HXV+MPKotUm0KEs3JKC6vrRrL4c+bHafl0OcoE3o1234qgiIC8ZTxnU50Yntu75ARsk2qSyXxyiWUfz8VT32D8CLKMPR4CHXm+HO6fyOtYzV8Nr07t321B5Pdv/jRK6W8M7UL2TGas1wdJsyFRRBENK0mYT32Tch2ZfJABJkeT/mOgLfj6biq96NI7IMsphOCVIHXbcV67Fsqf5pBRN+/Yej5CB5rBQgSBKmSuk3/wFm5CwCJNhlRGYnHXNikX9OeOShThyFKWyY7osRq5PYNX+H1+d+ip0dJBd3b5UAlPRkBLRMlIStVN/JZ7g4+Gnwd35zY2+w5i4oPU+OwEhsiXTJNG0miSofV4wry/G2kS1QS8SodlfZ6PjzWvG3E24c3MTg+C4l4cWe/hLk4qT84t/m2Q58Q0fsviLqTkY5SQya2ghVE9vsbPo8De+GKQJs8phOiKoboEW+A142r7ihSfRoyQxZS3ZkrNdcf+aL5tsOfE9nvaUSZGoBojSKQKdIc1XYLbQ1x7KopZn1FHt+MmMmJ+lqcXg85hlh+KDzIW4c38Wy3McgkEsa1jSO32kKMREGSWk+J1USZzcwHx7byp5x+vLBvVUBcbERA4MGOQxo2IsRABHIbfQwpGkPIKOsHOw7hka3fc1fbAc3a9AB8e2Ivo5JzOGI6GUU599h2ep9B2Py1nKivbfZ7za+vodpuJakFCxqGCXOpc8HEx1tuuQWbzcY777zDxx/70018Ph86nY57772X22+/nfnz5+N0OnnwwVAVBIPZunUr8+bNY/78+QwdOjRwPD8/H4fDQatWTQ2Aw/jTlbsl/7oqoxeaKLX8Z3k+1jqsVNjrSdVe3JWuASLlKtQSGbnmcNGZMBeGw8YKRi6eE6hCDbCuIo/BP/6PbZMeYFxKW77I20k7fRz3bZ7P9uqT0UGV9noe376Qf/Ycj1yUcle7gagaDMCr7BZeP7AOs8vBu0c288Gga3li+yIKGlLm0jWRyMXmU3G9Ph+CIKCWynmgw2DubNuPOqeN+zZ9G9JnaE15Lifq61CE8GNqxOP1Nrm2Oc+iwDU+L0FJBF43Ek08kX3+StXim/BYKxAkcnw+D9FDX0UW0QpRrjvroqI5/yd/U2hxIxRSTRIR/Z6hZtX9TdrU2VcgUcc1vagBQZSgiO9B0rXr8Fgr8LltSDQJSFRxiPKfJxhqFVKmdEqkb3pkwCYjXqcgSa9EJgkLAGEufpQpA5FoU04K8Y0IEiL7P4tEoTvjc9t4rjKxNwAxI+fgHfB3PLZqRLkeUR2LIFFizf2e6uV343X434WKxP5E9nuKqqV/Ct2nzwNnEAh/LnUOG/kNEYP59TV0jExgX21ZyHN7xqTw4r5VJ4fCmcVKj8/H3ppS3A1VsEPhFz2b76PCbsHl9TA+tT2FljosbicCAmNScrin3UAsbid6mRLvGfpwe8/UGibMWfA1/+/X3xb8r0uqSSRuwjxqVj2IMqkfhu734XXZkGoS8HmcWI58RUSPBxEVOpRJfc99HGd4jvzvouBx9Ixpft6RoY3ihKWWQfGZLCo6xJKSI3x7Yh9Jaj0SQaTIYsSHj3RtJPe1H0SiWk+sVsGjw7KptjhZGH87d2/6kvUV+dBQdObTodfz+LaF7K/zvz+S1Qb+3n0MOpkCAbijbT/iGzYZFhUd5p0BV/OPXUtZV5EP+NdAj3QaRrHVyK6aEoqtxjM+1x6fD/G0bAfXmf5ftQBnet/B2eeQYcL80big+bb33HMPt9xyCzt37qS2tpb4+HjatWsXiF6cOHEil19++Vn7MZlMPProozzxxBMkJgangR05cgRBEPjwww9Zs2YNoigyZMgQ7r//fnS65v1eRowY0WxbaWlpk/tcini8PiotjkDRlkuVyJ+Zdt24U55+CaRdC4JAolofMnUozKXLpfJ+MTntPLVzcZDw2Eit08aCgv1c36o7rfWxuPEGCY+n8tK+1VyZ3inIY0sQ8FcjdcH8gn3kmqv5a5cRRCnUCIKAQpQiEURe2R/am3dKWke6RiWz9/KHSVTrUEhkHDdVnTGdbnXZce5uP4BvC0JH3VzfqgexymBRLUqhJl0byYn62ibnSwWR1kpFQCQAUGdPRhBEFLGdSLhiIR57NXjdiMooJJqkc0oDFpVRqLOvwHL4s5Dt2rbXnrWPRgSJFG3ONYgyLbUbn8JTX4wg16Hvcjf6rnchUUadtQ+pNumMvpLnikwikhapJi1S/av7ChOaS+Xdciki1aWROHUZtev+iuXYfPB5kMd1I3rYq8ii2gL+9MrmikfIItsgnvK8SRQRSBQRyE7bB9XmXIsqZTBeey1IlYiKKOr3v4/b3DSVGUDX8VZEWctlsJzqhT3n0Eae6zGO61bPbbLIHpfSjn21ZdhPSeN0ez1MzejChgbx4HSmZnThuKmKqZld2FVTwvaqIopPS0sckZgdFE15OkanndvWf8nlaR15b+A1CIJf6Fhdlss1Kz/mjX5XMDWzC9dmduXVA2tD9nFrTh+k4ajHn034/eJH23Z6SO9mAE2bqYjK6CbHZYYMokb8D4+5CI+lBPBh3D0bRUxH9F3uQFT8fA9STZurMO18NXRb9pSg9w1AgkrHTa178/7RLU3O/1vXkbyyfw09YlICleIBSqzBXs1KiTRI4NPIpWjkUkDNtyNuosphQS5ImJe3i7eObOKedgPJ0kXh9fmoc9p4/eA62hnieKzzCK7N6hbwFHf7PExf/Qmrxt7FMXMVTo8Ht8/Le0e2sLzUb5WzovQYV2d0ZV/topCfeVJaBz5oyIZp5PpWPZr59lqGDF0UclGCM4QQnKw2EK0IZ3aECXMqF9zsT6VS0b9//5BtknMsU//000/TtWtXJk6c2KTt6NGjiKJIcnIys2fP5sSJE/z73//myJEjfPjhh4h/4MlHlcWJ1weRl3DBGfCnXR+tauoP1BwH6yoQgGTNpREGn6DWk2uqPvuJYcK0MGaXg82VoRe84Df0vj2nL+8MvIav8nc3e16lvR7XaROzWIWWm1v35t97/elHe2pLuX3DV4H2dePuQSZKmJLWkW8L9gVdGyFX8fceY2hjCLbSkIoSZKKkyb0C91Rq6BART5/YdDY3mJI3kqaJ5KY2vZGcFm2ZpDbw7sBrGL34rSYi7D87D0R54G0aj2raXhcU0ShRxzUbWejwuLF7XGil8ib3FGVqIvs9ie3EYrynVcZWt5qENOLnRfJLVNFo289AlX4ZPrcNQSJHok5AkFza7/4wYc43MkMWMSPfJnLQv8DrQVToA8WfACTqeCL7P0vt+tN8H0Up0ZfNQao5e5EcQZT43yOnvEs0Oddg3jOniQApT+iD4hwtGM6VaKU6UFn6uLmaT3N38M3wmbx6YC0bK/KJU+p4qOMQukYnM+KnWUHXKqQysvUxIaMl2+hjGZHUGrvHxbuHt2CQKXm62yikooT7N8/H6LSjlSr4Z88JZ1ywyxrm7fML9jH/tN8G8G8YKRoqW3+Rt5tSW7B4MjShFZ0i/xgiWZjfBmlka1SZ45sUiRGV0UT0fqzZzQCZNgmpJgFPfSk+jx1lYl8kmkSEM2R5nAmZIQt16yuxHv06eByKCCL7PYUoC36OIhVqnusxln6x6fxr7wpKrEZ6RqfyXM9xlFlNVNotrCo9znM9xvJ94YGQ97wjpz9xzRRwiVZqiFZqsLqdrC47zon6Wh7Z+n2gXS5K+E+vCcQpdbx6YC1yUcqM7B5k6aIYn9qeP2/7kVqnjStXfBgyonBteS4v95nER8e3BRUuBOgcmUiyWh+IsgSYmNqB1vrf1nItQaXl5T6TuXtjsCWHKAi8M+DqgHd/mDBh/Fww8bGmpobnnnuOVatWYbPZ8J32khEEgQMHQr/4TmX+/Pls27aN77//PmT7vffey8yZMwNFa9q0aUNsbCzXXHMNe/fupUuXLiGvW758ecjjcOadv0uJsoZowSjVpb0AjVTJKDc78TWkYZ6NQ8ZyEtV6lJfIwjtBqWN3CHPlMJcul8r7RS5KSGzwzwpFpi4amURCnFRLlq7pTn8jMlEStJMOIJNIuLNtP749sTfInwfgo8HT+DxvF7MObeD1vlMYntSaT47vwOi0MyG1Hbe17UemtmnEXqxSw3VZ3UJ6fUkEkSEJrYhT6fhy2A0sKT7Mm4fW4/B4mN6qO9OyupHWjBVDv9h0dk5+kP/sXcHWqkIytdH8peNgWlmO4N27E1liXww9HkKZ1C9IiAiFyWnnuLmKV/evJddczcD4TG5q3ZtMXRTSUxYgUkMrkqZtxLzvPazHFyDKdei7/x/K5MFIz5Aq3RyCILRI9GKYi5tL5d1yKSPKtYjy0ItvUa5F1+lWFAl9qNv6bzzmQhSJfTD0ePBnbxqcikyfRsLUFVgOz6P+0KcIEjn6znegyhjd4s91jFLLuwOvYcjCNzG57Cwo2M+G8nxmtu7Fv3tOIF6pJVljoMhqpJU+OuAFDH5bm0+O7+CprqPYX1fOtyf24vX5mJzWkdHJOSwrOcqTO34KnP/x8e10jkzki6E3MP/EXm5v259IuTIQDXUqTo+HvPpq9tWWMiKxdSAa6lRUEhntI/0Cb4YuivXj7+Hj49uZl7cLtVTOve0GMDypTcBPO8zPI/x+8SNVxxFz2SzsRWsw7XwVr7MeTfblaDvc1KTS9ekIgohUF7ry9c9Foo4leugraFtfhXHnK3gdJlRZ49F3+hNSfehxxKt03JLTh3Gp7fD4vKilcqIUajxeL/3jMwKi35UZnfg6PzhLpEd0CldmdD7rWkshSkgPMUeb3f8qPjm+I+jZffPQem5q3Zunu43imW6j+bHwAONT2oUUPxUSKRW2ev7bawI7q0v49sReJILA9FY9GJvclk/zdtDOEI9OpuD+DoMYkphNXAjv2JZEJZVzbWY3Okcm8s89KzhurqJHdAqPdhpOtj46XPQuTJjTEHynq37nifvuu4/Vq1czfvx4EhISQkYg3nPPPWftZ8aMGezYsQO5/GTqsNVqRS6Xk5aWxo8//tjkGqvVSrdu3XjttdcYPXr0zx574w/smX6ELwUWH65g7Nub+Wx6d+J1TSd6lworjlXxj2VHqfvHGPTKswuKE5e+S7XDwvM9xp2H0f165p/Yx5zDG6mf8c+wOfofgIvt/fJF3i6mrQptrr5r8kN0ivJHkBTU19L1uxcxOptaINyQ3ZM3+l6BWtbU4qHIUsfasjw+yd2OVqrg+lbd0UjlXLZ4TuCcbH0MV6R3QiOV0z4insvTOyIKoZ+FE/W1jF3yVtCCWBQEPh0ynQmp7QOek+A3V/fiI1qhbra/U7G5XZhcdtQSGTq5Ep/H5U+5FmVIlGf3kLW5nXyWu4s/rQ82iVdJZKwcdxe9Qvgx/dx7hAnTHBfbu+X3jsdhAo8dQa5DlLZMWrTP6/FHQwsiElXzGz6/Fq/Py4n6Wr7M283K0mNk62O4vW0/MrRRQcJgkaWO9eV5fHx8OzqpgvvaD8KDjyEL36B3TBqjU3IQEFhdeowHOw5l8vKmlXkBHuk4lBuye6KRKUhvZhNoXXkeIxfNRi2V89nQ67lt/ZcUWuoC7TJRwoLLbmZoQivkp2x2ebweqh02JIJAtDKcAvlb8Ud9v3jsNX5rFUUUguTCJRR67LXgdSEqIlskq6HcZmZ/bRmzDm3A4XFzc5ve9IpJO+essd01JXT/7qXA3ztGJnBjdq+gSMhTWTz6NnpEp5Brrsbj8zFt1dyA9yz4bW7mDJjKpw3i5aJRfyJCruKHwoMsKj7EjuoixiS3pX9cBpPS2tPhAkQ3m10OrG4nOpkCtfTStjQLE+a34oK9JdeuXcvjjz/ONddc86v6eeGFF7Dbgxe7o0aN4r777mPcuHE89NBD1NXV8e677wba9+717+RkZ2f/qntf6jRWiI68xCMfoxvSxktNjnMSHw/WlYdc5F+sJKp1OL0eSqwmUrURF3o4Yf5gDE3I5s62/Zl1aEPgWOMkMEN3cmc7WW1g8ajbGLPkbeqctsDxvrHp/L37mJDCI0CKJoJprboxJb0jElHE5XFz76b5QeccM1Xxn70rAb8per+4jGYjV9K1kSwdcwf7aspYWnKYZLWBCantSVYbgoRH4GcvRFVSWZAXmSCRnbFgy+mU2czctfHrJsdtHhc3r/2cZWPuCPLFDHWPKouDWqu/smKUWk605sJNcJ1uD6VmBzaXB7VMQmK4eEyYMAEkCj3wyyLsSow2zA4PMolArFaOTuF/7wiiBIn6t00jBBAFkUxdNI90Gsa97QchFyUhNz9TNBEMj29P38jWSEURrVyGV3Txn54T+Mv2H9lS5U8TvyyxDStCRCo28vaRzdzbflCzwkaJ1ciNaz7D6fXgdNq4dd0XvNB7InVOG7uqS2gfEc/YlLakaiKChEcAiSj5zaOfwvxxORff5POBRBmJx+ujyGTH4rSjlEqI1ypQyX9ZSne8SofCp+DlHkl4vT40chnRmnMPVMnURvHWgKncueFrPD4vl6d14tPcHc2e/9qBtXw+dAY9YlJxe72sHHsne2pKWFpylCiFmt6xqfzvwHqWlx7lzrb9ydbH0OHb/+I4xXN2YdFBFhYd5OPj21g55i7i1T/fR/PXoJMp0IWI2g4TJsxJLpj4KJfLSU399QJQfHxo/5zo6GiSk5OZMGECd955J7NmzWL8+PHk5eXx7LPPMmHChD98BewyswO9QopcemkvFhsL5pSa7OTEnXmCaXO7yK+v4cqMzudjaC1Cosq/eMmtrw6Lj2HOO3EqLf/oPpZ72g1ka1UBSomMHjEpJCh1qGVyyqxmqhz+6qNJaj07Jj/AobpKSqxGOkclkqqJIE519gmgskHUE4Bap7XZ88wu+1mrCyarDSSrDYxOyflZn/W35mBdRbN+lAfqyqlxWJuIj424PV72lpm5/avdbCv0F2jolRrBnKs60zFBh/Q8i35lJjuvrcvj9XV5WJwe9EopDw9pxZ/6pl/SkfRhwlxITHYXK45V8cB3+zlRa0MU4PKOibwwsT0ZUee/UJMgCKikMuxuFwWWOmodVlRSGbFKLWpRweaCOu76ei+HK/3WHJe1ieF/UzpxW04/Lk/vyJbKAjw+H4MTsvj7rqXN3qfe5ThjFdtquzUoCqrYamTaqrmkaSJpY4jh1ja9aaU/s+VFmDC/Z6osDr7cXcpTiw9TZXGikIrM7JnKEyNbk2w498hrm9tJqdVMhc2CxQ5rjph4fU0RqRFKZl/Zme4pBhTSswuaermSazO7Miwhm+3VhSSpDXyet7PZ801OB26v30FbKoqkaSNJ00ZyWVIbqhwWNlac4NqsrrzYeyIJKj2bKwuChMdTOWyspNphOe/iY5gwYc7OBRMfR44cyQ8//NBssZmWYtiwYbz66qvMnj2b2bNno9PpmDhxIvfff/9vet9LgTKznahLvNgMQHSD+Fhmdpz13MPGCnxA2iVQ6bqRhAYxIs9cw5CEP7ZgHubCEKFQEaFQ0TbiZASe1+dlV3Ux162eG0hxNsiVvNhrElekd8Kg+GVphlJRwrWZ3fiuYH/I9vGp7Yn8hX1faNwhKuCeyplE1bwaKwP/tx6b66R4ubWw6v3/AgABAABJREFUjoFvrGfXg0PIjjl/6YRGu4u//nSI97cWBo6Z/p+9s46O6lr78DPumSQTd8Pd3aVGoYWWurvrrevt1962t6701r1AKdQpxV2CJ0BISIi7Tcb1+2PIJENmkJai51mrazVnn7PPyZCzZ+/fft/3Z3Px1B95NFic/N85XVDLT7ifnYDAKcfa/Y1M/6ytZq3HCz/srGRHpZFltw07KhHhWFFrM/H+7rW8s3s1caowmp1W4lVhfDziMq79bjulTW3ZR4v31jHmvbVsuHskmRFRAYLgxel9+CSIyy7AWUld0cuUIZ8hlDBZYm6kxNzII70PP/8TEDhdcbk9fLOlnHt/bJs32V0ePlhfTEG9mW+v6E+U9vCbgrU2E5/nb+L57YsxOn3v1MiYDL65bgpXf76bse+vZfN9o+kZd2QR3RqZggyZgowwA063m2nJPXg1d0XQc2em9wkaNaiUykiShnNxenjA8YMNAA/mhNSUExAQOCwnbHXQvXt33njjDUpLS+nTpw9KZeCkQyQScccdd/ylvvPy8gJ+Puuss/5SbcfTneoW+ynvdA2glktQycRUtnSsNXcwu5qqAULWFDoZkUukRCk0Abv+AgInmhJTE+N+fx+js+29a3bYuHHNHDqFRZGijSC3qYpCYz29IuPJCosiQX1ktYKGx6bROSy6gxGNRirn0d4TTtlaOj3CYxGLREFFxgydgUhF8Mgmh8vNu2v2BwiPrVgcbmat3c9/zuuKTPLX0quOlhqTnc+yS4O2vbu2iDtHppFhEMRHAYGjoabFzoM/B990Kagzk1PVctzFR7fHw7z9O4lUqHlv2AxymqqIUWpJ0uh5euvvPD91JFd/EWgMUd1iZ0l+HdcNTgk43jMi3u+i3R6FRMoLA84hTB5afDQo1MSpdFRZWzq0ycWSoAZkAgJnChVGG88s2hu0bUl+HeVG2yHFR5vbSYXZyLKqAswuJ5+OupR8Yx1PbVnI6ppC/uWYzXPnTeO2OXk8vzifjy7ug0ZxdN/xMomE27oN59OCTTTYA7NbkjXhTEnuflTmLF31MUhE4qAiZKo2gogQ8ykBAYETywlbHfz73/8GYNOmTWzatKlD+98RHwWOjEqj/ZSv99iKQS2n0nj4ne/dTdVEK7VBnRRPZuLUOopaBPFR4OTh9/I9AcJjK53DorG6XQz86XXq200ws8KiWDj5JtIP4YrdSpImnD/Oupl3dq3h4/wNWFwOpqb04Nl+Z5N5BNefrMQqdTzX/2we3/x7wHGJSMyHI2aGrGNptLlYtq8uZL/L9tVjtLkxaI6P+Fjb4iBUkKbT7aXe4iTj1P1nEhA4IVicbnZVm0K2r9hXz1ldjt7p/u9QYTWSognnuW1/+us3Aqilcj4eORM1bqI0curMjoDrft1dwzUDkxGL28SEBHUY8ydcz4d563h/z1qMTjtnJXbh+QHn0CWsYx1Lp9uNzeNCLZGRqNbz0YiZTF3ySYfNm1cGTyVWqOkocAZjtLtosjpDtu+pNtEnIfjmr9XlZHHFXi5e9kVAWZgJ8Z34YvTlXLb8K3Y1VRPZw4NaLmFNUQNGu+uoxUfw1exeN+Vu/m/7n8wt2o5UJOHqrAHc13MMiUe4Od1KrErLCwPO4eHsQGPZ1vlUguBoLyBwUnLCxMc9e/acqFsLHKCqxUav+NNjcI5Uy6kyHj7yMbepitRTKOW6lViljqKW+hP9GAICflZXFwY9/mifCVy/+rsA4RF8pjE3rJ7DvPHXoJBIaXbYUEikIaP9UrQRPD/gHO7pMQoPXiLkqkNuGrQ47ZiddlRSGXr5yZmWrZUruLnLMAZHpfD89sWUmpsYHJXCw73H0+kQ9coUMjEJYUp2VrZF/QxJCeeanirkEii1qVHKjl/Nx8MtOjSy4yOCCgicTkjFIvRKKc224HXMUiP+2rjmttbj9TgRK8IRS0NHFwa91uNh7v7tAcIjgMXl4PpVs/nzrFtJ0is7iI8ZkeoA4dHr9VJrMyEViXmszwRu7jIML17CZMoOEY8mp52ilgbe3b2avcY6hsekcW2nQYyMTWfT+ffynx1L2FpfTrfwWJ7rfzbhchU2t6uDoZiAwInGbW/G67IilmkQy/+5+oMqqQSxyFemIRiHqsNcZmlixtLPO0QQLqnMp48hgUkJnVhUsZdicwMxWjlRGjnyQ9SYrrOZcXncqKVyLC4HConUH4UoEonICovivaEzeLbfWVhdTpZVFnDrmu8ZFpPK1VkDSdVGIBUffg6hkSm4ofMQBkQl8/y2xZSYGxkYlcyjvSeQJdR/FRA4aTkp8qJaWlqoqakhOTkZiUSC5Diljp3pVLbYGZNxukQ+yig/AvFxV1M1vSPij8MTHVvi1TqWVe470Y8hIOCnb2Qi3xVuCzgmF0swKNRUWIxBrxGLRJSam3g1Zzmrq/cTp9LxZJ+J9DEk4PJ6EQExSq3frVQmkYR0P23F5LST11zDc9sWs7OxkgxdJE/2nUzviHjCT8LakJEKNeMTOjHAkITV7SRMpgzpBN6KTiHj4XFZ/JFXi04h5ZfLkkkyLkZW8BlejwNlp4uR264Heepx+R1itHI6R2vYW2vu0NYvUU+0VhABBASOllidgrtGpvN/izu6QsskIiZ2OjqXa5e5GlvZcpo3v47H1ogydSLh/e9Fqk9HJD6y6b/D42Z20bagbVa3k3xjHTJJYKqkSATXDmozlCw3N/NTaS7v716L3eNiZlofbug8hDRdx1Rpu9vFb2W7uXz513gPVG2rt5uJVWmZmNCZeHUYn468DKPDSq3dxIs7lrK+toQEdRiP95nAwKgUopTHr/6tgEAw3PZmnHU7adzwAq6mAmSGHkQMeRxZZFfE8mMfpRutVTC1RywLcqo7tBnUcjKjQqcg/1a6O2T9xE/3buS1IdNYVLGXBLWeenMzr57fA4Mm8Du+yWGlyW5lbc1+3shdSYPdwrj4LC7P6M+X+zZxUVpfBke3vZsikYiVVYVcu+o7fx9LKvN5LXclK865nf5RSUf0e0co1IyLz6K/IRGry4lOpkBzimW2CQicaZxQ8XHDhg288sor5OTkIBKJmDt3Lh9++CFxcXE88sgjJ/LRTntsTjdGm8vvFH2qE6mWk1vdsRZQe+xuF/ta6jk/uftxeqpjR5wqjAqLEbvbhUJyUuwZCJyh1NvMNDqsTEnuzlNbFuJol6ajkso6uA+ek9SVyzP6o5UpSNboeWrLQn4p3Y0XL/FqHSKRiJvXfM8f5XlopHJu7DyYu3uMJvkIIpQ9Xg9LKvKZsfRz/0J1v6mBpZUFvDN0Otd2GoRKenJusOgVKvQcuTjaKz6MpyZ1YniMg7TtN+Kq3UJrkpVp03+w7vqc+EtWIAv75wXI+DAl868dxKQP1lPRbtMnNULFd1f1J/oICtsLCAgEIpOIuXV4GhtLmli0t63erUIqZv61g0gKP/KoRbelloYV92PeO9d/zLTzQ8x7viHh0jXIDUc+D7K7XfQ3JHJzl2H+SPVfS3fxXdE2am0tTOsVx65qE2aHG4lYxKeX9CXlQJRmhaWZi5Z+HhA5+cKOJXySv5E1593VQYCstBi5ftVs/3j+XP+z0ctVvL1rFfdt+InO+iie638OXfTRDPzpDb+J135TA+f9+TGP9p7AQ73GHbJ+pIDAP4nHZce8dy71S273H3MZ92Mt+pWY875DnTkN0RFE9h0NYUopr0/ryb56S0CGRLhKxsKbh5AYFnquUWxqDNnW6LCikcpJ0uhJ1YRzzygJI9Pb3lmby0mRqQGb28UL2xfzQ/FOf1tR/kbmFG1n9riruHLF19zYeSiP9hmPXq6iytrCzWvmdrifxeXg+tWzWXTWLcQcRSkFvVx10ma8CAgIBHLCVIx169Zx00030a9fPx588EFeeeUVoM2IJjY2luuuu+5EPd5pT6sz9Ongdg1g0MgCFsHB2NNcg8frJe0ULEwep9LhxUuJqZFO+qOLfhAQOBa4PG5yGqu4fe08NtSVMC4+i2/GXMnNa+e2FQ/34n+/RIh4f/gM9rXUc+f6H2h22NDLldzYeSgfpPTgwY0/82SfSUxf+hm2A4Kl0WnjtdyVLCzL46dJ1x+2PmS5xcgta7/3L1Tb88Cmnzg7qSvpQaJrjgVetxOXuRKPrQGRVIFEFYVE9c+9mwaNnAfGZOIp/pGG2i0d2t3mClp2fkTE0KcQSWQYbU6qW+yYHG70SilxOkVQB2q3x0uF0Ua92YFMIiZKIz9kilYr3WJ1rL97JHtrTeytM9MtRktWlOaEuPEKCPzTuEy+d93rdSNRGpBoE47YHMFoc1JjctBidxGmlBKnVYQsXZAQpuTLy/tR3mxjY0kjXaK1JOiVmO1uCuosRGlkxOoOL6y5WkoDhMdWvE4zDaseJvqcr5AoDl9jTSuV80SfSaRofXUfS81NyMQSLknvyw/jr8XhdjG/cRur7hvH/ioPvRPCiNcpUcl94kp2XWmHlG2AKmsL7+1ew/8NOMcf6Q5Q2FKP1e3bVpmZ3ocWp50ntyz0t+c11zJz2Rc80Wci56d0Z35xTkC/L+5YyjWdBgrio8BhcVlq8Fhr8bqdSFQGJJqEYyIKus1VNKx4IGhb3ZI7SIwbhFSXHLT975AaoeaPm4ZS1GBhe6WR1HAVPeJ0RKhkFDVYaLYdGH90crSKtrXfxIROvLlrVdA++0YmUGs18cP4azE6rZzTX0mzx4jSGYbN5eSbwq28kbuS14ZMDRAeWzG57Ly1axXXdBrEf3OWcUXGAPRiL7tN1QEb1+3Z2VhJvd18VOKjgIDAqcMJEx/feOMNJkyYwJtvvonL5eK///0vADfffDMmk4m5c+cK4uM/SOUBoe60ER/Vcow2FxaHK+gCGyC3sQo4tZyuW4lT+WrFFJkaBPFR4IRQ1NLAyF/f8S8Ml1UWYHTYeHfodBI1epweN6naCJrsVs5P7k6MUkt2XSkf7d3g76PZYePVnOVcmzWIN4ZcwKy8dX7hsT27mqtZUpFPP4OV3hFxyEJE+9bbzNTaghs02N0uysxN/4j46LbWY8qbQ+PaJ/E6fCnm8ph+RJ/9BfLILsf8fq1opG5qdn8est2c9x1hfe+g0qnnngU7+TG3Gq/Xl7J545AUnpjYmfiwtkV5s9XJ73tquGt+DvUWX822qwcm8fC4LBqtTjxeL0l6FfE6BYogdRyTwlUkhasYf5TpoAICpwpetxN7dTa1f1yHq9lX51aiiSdqwvsok8Yglh86xbesycp9P+byQ04lXq+vruN1g5J55qwuAe9ie6K1CqK1CtIi1Wwpa6Kg3kyDxYlSKkEqhs7RWrpEawNqKh6MpfDXkG3W/Yvw2JuOSHxM0OjpFh7DFSu+9h9zetx8tW8zuxqreG/4DL7Yl82amiKWnXM7iZq2z8PhdvHJ3o0h+/62aCv39hxNQjujCVe79M/LMvpx6fKvgl77as4Kvh5zRQfx0YuXLXVldApiYCMgAOD1enDU5VC78Bqc9T53ebEyksgxr6HOOBeJIvxv9e82V+B1WYO2eWz1WE21ZFerSNQridEqCD+Gxp9xYUriwpQMS/PNe8qbrdw2byffbSvH4wWJWMQV/RN54ZxuJOh940/vyAQydAYKg9SVf2HAecSrdby4Yynf79+B2+tBIhLz4oBzsbldPLl1IaNiM1hRFbos1KLyvVzfaTBvAItKC/lprZebJx563DzYVEpAQOD04fhVqD+I3bt3M2PGDIAOu8cjRoygvLz8RDzWGUNr5KPhNEm7bq0/cijH69ymKmJOQadr8NXBk4hE7D9EeoSAwD+F3e3ind1r/MJjK5vry7hsxVf8XrqbETHppOsM6BUqrsgcwDWdBvFZ/qag/X25bzO9IuJYWlEQ8p6LK/J5PWfFIf/mDxd5JBH9M19x1tKlNCy/xy88AjhqtlL1/URcxo5RPscOESLxIcZssQy7y8NV32xlQU6135Ha6fby/tpinl+cj8XRJvZuq2jm8q+3+IXHS/smMDQlgiFvrWLkO2sY/e5aur+8jC83l9F8CCdNAYHTFadxP1XzJvuFRwC3uZLqny7E2bT3kNfWmx3cMGcb83ZW+t9Fl8fLhxtKeHLhHkz24MYyrRQ3Wvh1dw3TPtnEVd9s5eIvsrlxzg52Vhopaz5MjWvJIcYJkRgRRxa1WW5u5rHNvwVt29JQTrPTRphMyb6WenY0VATeRiRCdohIMplY0uE5snRRSA+M206Pp0MZj1asbmeAM+/B/QoIhMJlLKHq+wl+4RHAY2ug7o9rcVRv/fs3OMy8o7zZzoRZ6+j60jLumLfTHwxyrGm0OLhrfg7fbC33G9G4PV6+yC7jgZ9y/d/pSZpw/jzrFi5K6+2fM2XqDHw68lJqbC08u3URs4u2+etCur0eUnWRvLhzqf/nQ71zEpHIn5siE0kobrQSIQlHHGL+lq6NDGlEKCAgcOpzwsRHnU5HbW1t0LbKykp0un/OFUzAJ9JJxSJ0ytOjfmDUARH1UKnXuY1VpJ2CUY8AErGYaKWW/S0NJ/pRBM4Ays1N/F66m7vXz+e/O5dR2FJ/yC+LPyvzaXH53r04lY4ycxPNDltAFEt73F4PjQ4rukNsBITJFLS47Hy8dyPuEIvMaIWGFE3wd1onUxzWrOav4DJX0bjmyaBtbks19urNf7nv0kYrP+yo4K75O3lrVSEFdWbsrrbfXSxVoOt9S8jrdT2up9qlY2VhxwgGgA83FPs3nhrMDh77fY+/TSWTcHn/JO6YvxOTve2eNpeHm7/fcdiaugICpxtej5uW3E/xuoNtanpp3PACHkfwyGuAGpOdP/fWBW37PLuM6pbAfr1eL2aHi/ImK7urjKwvbuT1lYW42lnY1lscXP3tNmpMoTdaATQZ54Vu6zQdsfLIIsKbHNZD1oTbUlfG6LgMwGcY0R6ZWMItXYeFvPb6ToNxeFy8tGMpd6+fz8KyPcjFUl4YcC6AX4QMRTDBQyoS0zcy8ZDXCZzZWPcvxGNvDtrWsOYx3Nbg7+yRItHEI5KHBW/TJlJgaitN8u22cl5fWRjwPX+sqDU5WJBTFbRtzo6KgDEkRqHng2EzyZvxMDkX/ovnB5zDq7nLiVSo+bEkN2gfZpdv0zK7rpQxsZkhn2NaSk8WV+xFIhKTqYmlpNHKvC313Nd1fIdzJSIx7w2fwa+lu7h3/QIWlu2hwhL830pAQODU5ISJjxMmTOD1119n5862GhEikYiqqipmzZrF2LFjT9SjnRFUtdiIVMtC7jydahg0vrSFQ4mPOY1VpJ6C9R5biVPpKDIJ4qPAP0uxqYHxC2cxZfHHvLt7DY9k/0qv+a/QPSKOaSk9gl4Tp9KhFMtotFtocdq5MmsAMcpD1+vxeL1ckdk/ZPu5yd1YUpHP+tpizK7gUXcJGj1fjL4M+UGLULFIxGejLiVBFXwB8HfwuuwBUVAHY6vaELLtUBTUmRn+zmou+mIz767Zz70/5tL95WUsL6jH4W5bmMij+6BK7ygsyAw9UHa+hCarm4v7xHdwoAVfBGSzzRdJZHG62VnZFrk5rUcss7eVEyrb6f8W59NiE6IfBc4cvC4LjsrQ77OzdhseZ2jx8WBxsT1uj5emA++T1+tlf4OFN1YWkl3azJRPNuLweHlrdVHQax1uDz/ndnS1bY9Em0jYwAc7HlfHEjH830fsuCsViQ9pchet1PJAzzG+upBBNoJ6RcRzQUrPDse76mOYmtKDzLn/4bHNv/Hu7jWc9+dHnLXoAy5K682is27Bi5ekEBtIqdoI6u3mDsffGnoBsUKtOIFDYCsPXt8QwFmXi9f19yIRpZoEos/6tGMEpFiGe/gHPL6iKeDwe2v3+zcF/w71NjPV1hYcB6KFG6xO0iPVPDwui+fP6colfROQS3zP5PVCo9VJSaOFD9bt58LPNnH7vFwq60XEysP5rWw3OY1VWF3OoDW128+5HB43K6sLuaVLx42GWJWOG7sM4ZvCrbzQfwpfbagB4NMNFWjMKfw88QZGxKSRoongotTerDj3dt7bvYZb1n7P27tX+8aEhf+jRMj6EhA4bThhYW8PPPAA27dvZ+bMmURFRQFw//33U1VVRXx8PPfff/+JerQzgsoW+2mTcg2glklQycQhxUez085+UwMXpfU+zk/2N/B6UdRtRuQ0Y48ZQqxKx/4gNVkEBI4VFqeDp7YspMAYuPPvxcsd635gwYTrOuyCi0UiXhhwDgvL9/BKznIa7BYmJXTmvh5j6BEeR25Tx533rvoY6mxmzk3uxqrqQjbUBqYq39N9FGtq9mN1O+mqjzmkY/WQ6FS2X/AgH+9dz8baUrqHx3JbtxFk6CKRSY59+p1IIkWsjsFjqQnaLo88chfZVpqsTm7/YQflB6VSujxepn+eTe6/xpIW6UtDkmpiiZr4Po6arRi3v4/XbUfT/RqskcOYNruc/Q0WRqZH8vP1Q3hi4W6yS9uiBkQi0B4wglBIxaRFqMmp8kU0JuiVrNsfeoK/r86MxelGpzw96gQLCBwOkUSJNKILhBArpGHpiKShDZYiNYeeY+kOmM7sqTEx8p01TO4STZPVyUvndafe7KCw3hLy2vy60KIngEQZQfiAB9Ckn0fztnfwWGtRZ0xDnTUVWVjqIa9tj1YmZ2ZaH77c1zGiWymR0jsynguWfMrUlJ5cnTWgwzmxKh3vDZ/BTV2G8t6B0h1XZQ1keEwqI399p4Owsae5hhd2LOGNIdNwuN3MHns1k//4wB9lBb6o9rnjriZGqeXpvpNZXrWPVG04d3UbRVZYFJpTsLSOwPFDFtUbgpgxAUjD0kDy977jRBIpqpQJJF65GeP2WTjrdyGK6k9z8hXcv6SFnZVNAedbHG6szr8e+VhlaWFFVQGv5a6k2WFlSnJ3bus6nDitiofHZfF5dim1Zgcj0iL46frBPP3HHjaUNKGSSRjxzpqAecd3Wyt4cmInbus/gi8KNoece22sK2FUbAarqn0bsa/mLOepvpP5eswVfL9/Ow12K+cmdWVAVDI/Fufw5ejLEHulbPS0bXi+sqSY3QPG8ePE67G5XTg9LtbXlHB+Sg8cHjeLyvfixcuu5mpe3LGU1wZPRXmIuaCAgMCpwQkTH/V6PXPnzmXBggWsX7+epqYmdDodV111FdOnT0elEhwz/0kqjTYijmGR4xONSCQiSiOnojn47mFuUzVeIOMw7rknC2JbHTGr7kTRsAMAlzKKfml38vFhUq0EBP4ONTYTs4u2B21zez3sa6mjqz6GPc1twtsvE2/gvzuXByxO8411/Fmez/cTrubcRR9R3i5tJl4VxrvDprO0soClFfnc1W0kj/VRMn//TtQyOZMTOrO8ah+v5axAhIg7uo04ZD0huURCZ300zw84F4vLiUoi+0dEx1YkmnjCBz3sd7OUhqWj630zMn06iCTIY/odtg+P24HbXAVuOyKpGpMrgsUh0jOtTje7qlv84iOAVBOHNP0clEljMNsdvLSqihc+bjNeyK8zM2d7BbOvGsA1327z13Q8t2sM6gPGMdFaBc9M7sJFX2QDUFRvoXusjnXFwQXIPglhaEOYeR1L7C43VS12HC4ParmURL3gWitwYhBJZOj73o6tdDmRI59Hqk8Drwe3tZ7GNU8SPuSxQ5q2xGoV9IrXsbOyY8mCs7pEE62R02hxcOcPO2m0OrmodzxahZSLv8jmoXGZdI/VsbU8eMrh0LTDl5CRqAxIEkcgjx0IHgcimfaIHbpbiVHquL3bCHY315BdV+o/rpLI+GTUJYgQUWExMmvPWm7uMjRoH3a3i+zaEtJ1kYgRkdNYSY/wWBLUemptHaMXv9y3mcf6TCRVG8HAqCS2X/AAi8rzyK4rY1B0MpMTupCsCUciFvN4n4nc22M0Sok0wDVbQCAU2s4zaFr/b/B0jOQPH/o4UnXs3+rfZarCY28CJOiHPIFEqmJXvZv+b6wJKKHgv6dK5v9ePlpqrSbuXD8vwHjp9dyVfJq/iZ/H3cKDv+T6y6gU1JmZu6OS2VcN4MP1xeyqaumw4Qnw3OJ8Lh80itcGT2VrfTkjYtJYU7M/4Jz3d6/lhwnXcuPqOew7EBTx722LyNQZ+HHCdexprmFpZQEl5iYa7BauXvktNreL+SPv4PvtvvnjHcPTiNHKQeSl3NLMo9m/srginzCZkisy+3Nr12FcvfJbWpx2Pi/YxCO9x5NyipbOEhAQaOOEflPL5XJmzpzJzJkzT+RjnJFUGm0khnBaPFUxqOUhIx93NlYiAlK04cf1mf4KIpeV2OU3IrHW0NDnIdwKPfo9n3BV/st8rr4Es9Mu7OwL/CO4vJ6QRfwBrC4nv06+kUVleYhFIsbEZdDstAeNislvqeWVnctZee4dFBjryGmsIlyhQimRcuPqOf4SAp8UbOTpvmdxXnI3Ptq7gUv2bsDudqGRyvlk5CVH7FYtFUsIk//zRgMikRhNl0twNuThMpWh634NTRtfwFG7HURiVBnnYxj9EjJ9RtDrXaZKmre8QcvO/+F1mpFoEtAPe4Y3zu7FvQsrgl7TaAme7iyWqSmsdfLCkvwObWaHm9dWFHLDkGReXraPkemR3DIsjSa7k0R8m3ujMyJ5clInXlhSwC+7q1lw3WC+2FyK0x24QBKJ4LEJndAo/tkpQ0WzjZeXFfDhhhKsTjdJeiUvnteNs7vEHDaKTEDgYDwuK25zNR6HEbFMg1gVjURxdKUYxGHpxEz5joaVD2MrXQp4UcQNwjD+LaT6rENeG6tTMP/aQUz7dBO5VW0C5PC0CD64qDcRajn76s0s2+dbvCeGKXlm0V5a7C4+2VjKU5M7c9132zr0q1NImdLtyAUSsVQB/LU5g9Fpo95m4dHe43F6POQ0VhGj0pKujUQnk9PitCMViXF5PSwozqFPZELA9WXmJib98UGHaPr/5a1n7rirmbr4ExwHfefY3S6/uYVULCFdZ+CWrsMJVu1WIhYTJj+95rIC/ywSXTJxF/xMza+XHhAJAZEE/cAHUSV3rEN4pHg8Lpz1uTSs+Be2suUAKOKHETn2NRJ0XUmNULHvoGjm+DAFP1+RSZynBHutA4kyAokmAdERmibta6nv4PgOvlqtr+xawhUDevPB2jL/cYvDzcvLCvj0kr4MfSt0+vl3m6t5YOwQqm0tTE3pwU2r55Bd39ZPqjYSt13Bm32vRKaysbupisywKDqFRTFz2RfsaKwM2m+hpYrkcBXDUsO5Z3QGcqmEnQ2VDP75Df84UGc38+auVayqLuTVwVO5ec1cbO3GBAEBgVOb4yo+vvPOO0d8rkgk4o477vgHn+bMptJop1fcsa+HdiIxqOWUN1uDtuU0VpGkCUf5N9MpjgcR219B2rKfhgFP4tImA9DY+37CNz7OC5bFFJsb6R4ed4KfUuB0JEymCJkqDTA2Pos0bSQ3tzMReHbropD9fbVvC0/2ncTExM5khUUx9Je3qLV1TBd8dtsf/DLxBt4dNoOilnqkYjGp2gjiVWEnZTSLVB1DxMgXcDXupWL2KPAeWDx7PVj3/UhldTYJM1cgDUsJuM5traduyW1Yi9rcY93mChoW38wVo17j9879+GNvx7qufRNDj9W/7w6e/g2wtKCO/5zXlZHpBnIqjVz21WZW3znC3x6lVfCvsVlcMzCZwnoLURoZv904hOu+2+Z3043RyvloZl86R2uO6LP5q9Sa7Fzz3VaW5LeJFGXNNq78ZiufXNKHqwckIxa3RW2Z7C5qTHYqjTZUMgmxOgUJYcqjjuwSOD1xmatp3vwqLQdKEyASo86cimHMa0h1SUfcj8dcTtW8yXhsbe+lvWoTVd9PJP6ydUjVwbMpqlvsVLfYsTpdzL92IEabi1qzg4QwJXE6BdFanxjoaRcJ5QX+zPcZMRY1WNhebuTlKd14fnG+v1Zr52gNb1/YC5X0+JRsb3JYuWDJJ9zbYzQTEjrRLzIBhURKjc3EAxuXcllGP7qFx7KzsRJru9ToVlZWFXYQHgFanHa+2reZi9P68HXhloC2fobEQ5qRCQj8HcQSBcqk0SRcuRl3SykepwWZPgOJOhqx/K+bnbqa9lH1/cQAMxt75Tqq5k4g4bJ1/HHzUK76dqu/vEmveB1/XhKJc+XllNf4XLbFSgORY/6LOmMKEkX4Ye85d3/wTBWAX8ty+XLQ6ADxEWBVYQM2p5v6gzY1UyN8m5LFjVasTjdauQKt3Pce/jzpRkpNzWyvrSVKoaOwysnFH+fQYHGSYVCz4vbhJOpV5DRUhRQeAdRyMctuHUaEWkaEWk6zw8oj2b902IAA2FJfjkwsIU6lI0kTLowJAgKnCYL4eAbi9nipMdkxnGaRJAaNjM1lwVOUdjZUnhJO1/KGXWgLvqMl61K/8AjglWmozbiUUXtmUbxvId0HXHviHlLgtCVGpePNoRcwaeEHHWpxjTsgPB4NIhG4DziYqKVy4lS6oOIjQJoukvQD/50aeGlc/2yb8NgOt6kca/kqdGFXBBx3mSoChMf2mDb+m/9OWtZBfLykTwLxutCRPcGMZVoRi6CsycZFX2Tj9foisQ6u9atVSNEqpGQY2sTF9XePpNbswOOFaI2chDAlHq+X4kYLu6tNVLXY6B2vJylcSYz22CwIypttAcJjex75dTcTO0WTFO5bHNWY7Ly2Yh+vrijEfUC8SdQrmX/tIPol6pGIBQHyTKWi2YbJakK/5xUs295sa/B6sBQswG2pI3bKbCTq6MP25fG4MOfNCRAe/d257TRnv4Jh3Fsdoinza01c+NkmdlW3jXUX94nnjWk9iT8o40SvktEnIYztFUYarU7EIpF/zHxjVSETO0Ux66LeSMQiYjRyItVyXltZyOTO0Vza7593dRYhwuX18ErOcl7JWY5OpsDqcuI6EIUkEYv9EUkXpvUKuNbudvFt4daQfS+uyOexPhMDxEexSMQbQ6YRfRjDMgGBv4NILEWmS0amSz78yUeAx+3AtOuLoC7aXpeF5q1vkTr6v/x03WBqTHZMdhddNU00zB2Ox9ZWy91jq6fuj+uJveAX1GmTD3tf2SEc4cUiEZ4gDnIiEdRbnEzqFM2ivbVcOyiZi3rHs7fWVwKhc7SG5PDA0mc6iZJ3l+Yzb0cVZkcp7bPHC+stfLulnPvHZBKt1HQozdOe4bEpZES0zTVanHYWVewN+TusrNrHgKgkHuk9gShhTBAQOC04rm7Xe/bsOeL/du/efTwf7Yyi1mTH44VI9ckfBXg0RGkUVBhteA/6svV6vexorCD9FHC6Dt/5Oi5NApbEiR3axLGDyBdHotv59gl4MoEzhcFRKaw493YGRfkm5RFyFU/1ncwXoy8n5iAXUafHzaSETiH7Oi+pG6oDkYsxKi3vD5+BNMhk+bauw4lT/fWIgxOB19GCrXx1yHbLvp/xHpQm5KzPDXE2eOxNZGrt9I73CRnRWjn/ndKd16f1OGTK8dldYw7ZtnxfPV6vb8Hx7vReJIQot1FrsrOptInHf9vN/9YXA5AariIpXIXH62VjaRN9Xl3BuR9t4PrZ2xn4xkpmfpEdMtr8aNleYQzZVmNy0GL3RX55vV5+zKni5WX7/MIj+MTL8bPWUtJ0bJ5H4NSjoM7M6PfW0NRQjnXnrKDn2CtW47IEj+w+GK+tyZ8+GbyvtQHCAfjEz3M+2hAgPALM3V7Js4vysDpdAcdjtAo+urgPX1/RD6VUzLQegenUi/PruOyrLcz8YjNNNhfD317DkJRwyoL8nTvdHuyuv25cEYxIhYpx8W3p5S1Ou194BOhvSGRPcw1Tkrt12JySiMToD5ESrZUpyNIZ/OcMi05j1bl30i/ynxdVBQSOJR5rPbayFSHb7eVr8NjqMWjkhKtkfLKplJrCZR3Gj1YaVz+GO4SpXXsuTu8bsm16Sh8W5gbWcM4wqPnPeV2oMFp5aFwmT0zsRIxWzvmfbOT+n3K5/6dczv9kI7/sqqbR0hbJ3GRzsaygnha7iyBlK/ltTw0Wp4tYtY73h1+EJMg87+5uo4hXB27UiACtNPQGZphMyUsDptA3IiHkOQICAqcWx1V8/Cu43W66detGbm7oRZvA0VHV4jMtOZ3crgGiNHKsTg9N1sBUgmprC/V2C5lhUSfoyY4Med12VFVrMKVNgyD1XsRiCavVPYls2omjdscJeEKBMwGNTM6I2HR+mXQjRRc/zvYLHuSJPhNIaDdprLa2sLQinytXfINaKueWLsM69BOl0PBQr/FEKdt2ufsbktg87X5mpvchUa2nvyGROeOu5um+k4lQqDv0cVIjliJRhRb+pGGpiA6agIuVh4q+FiGRKvjzlqHsf3wCW+8bzX2jM4g7TG3eBL2Sh8dldjhuUMv519hMFuXVMrlzNN9fPZDcKiPNto71I6tbbNw1fydD3lzFf5YW8O8/8+n32kqe+3MvdSY7Zc02zv5wPUZboHCysrCB/ywpwPY3nDpbidWFXoCIRT53bvDVK/73n8EjJUx2N6sKgy/mBE5vak12LvlyM4X1FtSYfanWIXAZS46sU6kK8SHecYk6GpEk8O+2pMkS0qX6s01lVBk7PlekWsZTC/O44LNN3DQ0lWhtx7nZTUNSWFPUgMnh4o4fdjI8vU3oq26xsTS/jsu/3sLFX2xmwc7KY7YpEK5Q89bQC4OKiA/0HMuG2mLeGXoht3QZxoMbf2ZVVSF1B6LbpWIxt3cdHrLvu7qNZEJ8FjsveJCiix/nx4nXMTQmVahpLXDKITqisUKF0+3h3TVFVDTbUDWsD3m+o27nIcewVtK0EUGNnuJVYdzddRxztvo2WsKUUj67sjv/mqpnjWs139cvoY4aZvSL4rUVhbSP2fB64fHf95Bb3VanVi4RBx2XWkkIUyI/YPQ3OCqZzVPv46LU3iSowxgYlcy88dfwWJ8JhCsCIypjlDpu6hzcqArgmqyBdIuIRS07vdarAgJnMidfMa0gHBzJJvD3qDxgymI4zSIfow9EB5U324hoJ6y21h/JOMnTOcPyPsGljscePTDkOWXazpisWzDu/Iio8W8dx6cTONPwiYYd6/xVW1u4e/18vt/vE8CVEgmXZ/RnVGw6s4u20WC3MDI2g/EJWaRqI1BJ295FhURKz4g4PhoxE6PTjlwswaD8Z2sJ/lNI1LHoB95P/dK7grbrelzd4ZhUl4xYGRk0jVOVMgGRTOOvBXekRKjkPDg2i3O7xfL6ykJqTQ5GpkcyoVMUW8qauW14KoX1Fm6au50Gi5OZfRIDxkeA5fvqmbO9Y52mN1cXcUnfBCqMdr9j5sF8srGEf43LJDXi74nH3WK16BRSf4Rjey7oGe9f+Dg93qAOna0cKoJS4PSlxmT3O0O7xCoQiSGEQYFUc2RmLRK5hrA+t2HJ/z5oe1jfu5BqAyNyShpDi34OtwezI/A9MtmdPPzrbr8RxV3zc/j0kr5sKWvmj7xaItQyLumbwP4GC08uzAPA44Xf99QwOFlPvcXFPQtyAt7fX3ZVMyBJz4LrBpGoD1zs/xW66WPYPPU+vt63hT/K84hT6bi3x2jiVToWlucxa886/zzrm8It3Nh5CM8POIcopZbO+hju7DaCd3avCehzZEw609N6IZVISdSE/+1nFBA4kUiU4YT1uwNr0S9B28P63Y1UE0Npk5V31uyna4wWu7ZzyP6kYSkgPvwazaDU8O/+ZzMjtQ9v5q6k2WllXEw3BoVnsTrPwieX9GX2tgpuGxPP4znfs6WdacwPJTu5ILkXL08bwv3zO5rWvbRsH30T9GgVUgwaOe9c2Iu8WjNlTVY+3VRKQV2bU/3do9KRH9ggVEpl9IqM5+NRl2B02lEcYp4nk0i4q8dI/ijfQ85BtcafH3AOqadAxpqAgMDRcUqIjwLHlsoWOyIgQnV6iY9RB8THsmYbPePborR2NlSilsiIU528BjtSUxnqsiUYO1/lWzSFQK/Usk2ZSdjeORjGvIroFDDQETi92NFQ4RcewWcqIxNLuCS9L5ek98XmdpERZiBTZyBRow/ah0amOKLolhannTqbGY/XS7hceVIJlSKRCHXmNKwlS7EUzG/XICZqwntItR1rSYmUBqImf0TtwmvwOtqiCqThnQgf+hQS1V+LzjZo5IzKMDAwWc/uKhMP/rKLl5YVBD3XclCUYr3Zwasr9oXse/b2ipCp2gA2lweL4+9HPiaGKfn9xiGc9eH6AIGmR5yWV6d2R6fwjXVyiZi0SBX7G4KLPIOSw//2swicerT/G5yb5+K2tPNxFv3Y4TypPgOJ5shT+GThWYQPeYKmDf8XcFzb/WoUiSM6nJ8eGVqEV8kkHRzja81O5ue0LboL6sxM+Xgjv984hCabk2ari/t+zKXOHGjmUlBn5rttFfRPDGf5vo7RvpvLmpm7vZJ7RqX/bRMmkUhEus7Ao70ncFf3kcjFUmRiMc9u+5MvC7K5uctQnug7CYClFfl8uW8z13UaTJRSS5RSw1N9J3N11kC+KNiMyWnnisz+dAuP7ZCCKSBwKiOL6IZ+4IM0Z78ScFzX6ybksf0BX2kEo83FxpImzOdMRiN5BtwdjZrCBz+KVHNkxpLRSi0ZigQSWvqTJRexZIOJ5w7M0SLVMh4YncEO074A4bGVBaU7mTq0H7E6BdUtgZGWZU1WbC43DpeHdcWNPLFwD3k1JjpHa3l4XCZFDVZeWJLPC+d2pVNUx7mZ0Wnz1YcVS9C5FSHNA5M14fx21k1sr69g7v7tRCk0XJU1gBRNRIdISQEBgVMfQXw8A6kw2ohQy5BKTvqs+6PCoJYhgg5RMdsbK0jXGRCfxC6o2sI5eKVKrHGhU5QAIuVqloriGWnbjrV4EeqM847TEwoIgM3l5N2DIlgAPs3fxFf7tnBFRn9eHTz1mEwY9xnreCT7VxaU5ODxehkYlcw7Qy+k9wG31ZMBqSaOqAnv4hryGLbS5YjlYSiTRiNRxyKWdyyOLtPE4o3oRsw5X+Ey7sdlKkce2R2RIgxpWGrQaw6mymij3uIARBjUsoC0bJVMilohCRAjRCL8KVVKqZjwgzadXB4PTdaO0Yat5NWYmNgptDlHol6J9BgYvEglYganhLPzwbFklzZR3GhhcEoEWVGaAJOO+DAl/3d2V678pqORRaRaxrDUk99YTODYE6mWIxGLcHu8vLG+lguvfYZYWz2uyra6rFJ9BnEX/NQhWvFQSLXx6HrfiqbTDKwlS/C6HahSJyJRxwTtJzlcRfdYrb/mo1wi5pqBSZzTLRadQoLH68XqcKOS+1IUnW5PQO3S1vd1VVEDG4qbWLO/Y5Q0wIAkPS8t24fN6ead6b2Y+cXmDud8sG4/l/VLPGRJg6NBIhajl/vG9gpzM/uMdbw+ZBr/2b6EzfVlSERipiR34/vx1/B90XaGRKcgEokwKDUYlBoGRB0bcw8BgZMRmS4BXd+70XS9HFvxYrxet2+sUEX7xwq1TEJWlIaCOjMPLmnm/QnzEK+4sp1RjQhdn9tRZ5x/VPducbj4cF2buNg6jjRYnEjkLj7OD53ivaB8M2d37cPnm8oDrh2TYUAlFfPJpjLuWZDjP39HpZGb5u7gP+d2Zd+j4zFo5IQp2+YVjXYLSyrzeXjTr+w3NaA5UJrnvh6jSQixIZ2o1pOo1nNucrej+r0FBAROPU6OFZzAcaWi2Xba1XsE3+I1Qi2j7KBaR9vrK05uB123A23hD1jjRoDk0IuESIWa371qxLoUzAULBPFR4Lji8XqxuYMLVU6Pm+VV+7C5ncDfEx+LTY2M/f09KixtKbTZdaWM+u1dsqfeS8+I+L/V/7FEoopCoopCEd3niM6XR2QilqkQaxKQOYxI1NH+Pg6F3eVmU0kT183e5k/RzIrS8OklfRmUrKfe7KTabMdid7PqjuHUmBzIJWLsLg9quYRt5c24vR7iDxIiwlUyzu4SzTvtUqjaMzA5HKvTTc84HTlVLR3aHxiTieIYbWRJJWLSItWkHSJ6DGBylxhentKNZxbt9Ue8dY3RMueqAaRECJESZyKxOgU3Dknhg3XFWJ1uxn9RzKuTXmF0PxdaZwWRhiRk2kSk2qMfO6SaGNDEII/qcdhz48KU/HLDEK7+dit7a018PLMvX20pY+YX2bg8XhRSMbcOS+XhcVnEhSnRKaRkRamZ3DmGc7rFYHG4UUjF1JjsDE/L4vxPNnJw5aFYnYJMg4bcA+9jcYOVXvE6dla20DNOx/1jMglXyfB6vRhtTsIUUr/YeazwAldmDuDCJZ/6DWjcXg8/luSyub6Mz0ZdhhcvIk7eTV8BgWONTBsH2jgUUT2DtseFKfnvlG5c+Fk2iwqauNIRxovjFhMvqUHiMhOX2B25Ng6J4sijgvfWmihqsJCoVzKzTwLjO0VhdrhRycQU1JpRKl3YPaE3GO0eF4nhCj68uDdRGgV2tweNTEL3WC21ZieP/BrcAPbff+ZzSd/EAOHR6/XyW+lurl71rf+Y2eXgtdwV7Gis4KsxVwhO9gICZziC+HgGUmm0nXZO161Ea+QBkY92t4s9zTVMOIQj74lGXbEcib0Ba8LYw54becCUwx7VDwp/xutxIRILr7HA8UEtk3NN1kD+rAhu+DEzvQ8Gxd9PjV5akR8gPLbi9Lh5essffDb6MnSnsCmBVJtwVNFXAIX1FiZ8sA6nu02JKKgzc8cPO/jkkn5c/EU2RQ0WDGo5X1/RjxeXFrCptMl/7vndY3l5SncaLA4S2tWBU0gl3D0qg8+zyzrUW4zVKRiSGsHV32zlqyv68+H6Yn7eVY3b4yVGK+fZs7pgc3qOubBxOKI0cu4emc7l/RKpMNpRSsVEaxXHLMJL4NRDq5Dy9KTORKhkvL26CJPdzX2LqrhzRBr3jj4ble7Qxk3HktQIFZ9f2pdmm4snF+7h191trrV2l4c3VxXhcHt4+bzuxIcp+en6wby4tIBpn2z0O8l2idby6aV9WXrLMK6fs52iBt+Gw9hMAw+Pz+KOH3b6+1y0t5ahKRGEKWTcOzqDuxfspPKAsY1CKubJiZ0YlxVFmFJKnE6JQfP3N59VEinv7l4T4HzdSpm5mf0tDQEu2QICAj7GZBj45sr+vLA4H5lUxv1Lmsk0RPDylBGoItRYHC6q6s1srzDi8njpl6gnRhsYXVhltFHSZGVPjQmlVIxSKubn6wfz/JJ8prbbsOgVr+PLy/uS5+nF27tXBn2eKzIGkiKO48pvtlLa5AvekElEPDQ2i8v7J2INYShndbqpbrEHbBaWW5p5KDt43cvFFfmUm5sF8VFA4AxHUC3OQCqMdr85y+lGlEYeEPm4u6kal9dDps5wAp/q0GgL5+EIy8SlSTzsua3iY3VYN5KKfsRWsQ5V0qh/+hEFBPyMisukR3gcuQcVB49V6bilyzBkkr8nRDk9bn4syQnZvrK6EKPDdkqLj0eLzenm9ZWFAcJjK09N7sKkD9bRaPW5WD8xsRMP/7q7g/HKz7uqUcsl9IzTcknfJLLa1WjKiFSz/u6RPPrbbn7ZVY1YJGJmn3juGZXBpV9todHq5OIvsrl6QBJzrhqA2+vF5vQQe2BBdKQmOfVmB6VNVn7eVQ3A1B6xJOlVRyWGVDRbyalqYcW+epLDVUzsHE2SXolSdnwFUIGTj7gwJc9M7szNQ1OxON2oZRKfC6v0+JWY8Xq97KxsYfL/1vHxJX0DhMf2LNxTw32jM6ittPNTbg1fZAfWY8urNTHj802sv3sUS24Zxs4qI24vbChu5Mqvtx4oveBDI5dgd3t4bGInLvo8O0AssLs8PLEwj1kzFLy+spDucVrevbBXQLmGv4LF7WR1dVHI9t/L9nBN1kDE4tOrvI+AwN8lXC1nTLqBqKlyluTXEqtTcm7XGKI0cpqtTr7bVs5d83NwHdiJEIng6UlduGNEGgaNnP0NFqZ8vMFf2gF8hi9OVy3zdgQax+2sbGHm51v47oYhzC7aQo3NFNDeMzyOodGp9H95Q8Dmo9Pt5fkl+aREqBiYrCe7tJlgyA7KejA67VRZO2ZItLKtoYK+hsOvdQQEBE5fBPHxDKTCaKNrzMlj3HAsidYqAhzYtjVUIAIyTlLxUWKtQVm1BmOXjs64wQiTKZCJxBRLIklRRGAt/kMQHwWOK0kaPb9NvpGv9m3mw7wNODwuLknvyx3dRpJ2DMobSESikEY1AAaFGukhTJlOVawONyaHC7lEjNPtQSkToz1gsmKyu9hQ0hhwfo84HVf2T8Joc/qFR7EI0g3qkI7Pc7dXcPfIEcz4fBOLbh5K7IFoMC8Qo5Xz4cV9/AuQWK2C4iaLP+LK4nAza10xs9YVA3DD4GQeGZ9FUviRpTnXmuw8uTCP/60v9h97+o88bh2WyrNndTkiAbO40cJZ/1vP3tq2MV4qFrHgukFM6BSFQioIkGc6cqkkZNq+2e6k3uJELZcQpfl7mxdNVicuj4cIlRyT3YXT7SFcJaOqxcZve6oZk2GgyeIMeq1BLee9Gb0Z//46XprSnffW7g96XqXRzp4aE5M6R7Mwr4bb20U7tueOEWnUmRxsKG4MGaX09poirhuczCO/7qZvgp7HxmchaSccWBwuzA43WrkElfzwSwOJSEy0UoPJZA/anqjRC8KjwGmL0+2myepCIRUHRCS63R4arU5kEjH6A/WV7S43RpsLpVSMTimjrMnK1E82sq3d9/SDP+fyzRX96R6r47Z5ge+51wvPLMpjeFoE/RP1XDd7G7uqTYhFcHbXGAYk6ZnUKZqJHwSv67i3zozdImPFOXcyK28Nc/dvRy6WclOXIVyZOYBVe80dsh5a+b/F+Tx7Vmeun729Q1tCmJJYXeDGoVIsRSwS4Tm4VsQBYoSoRwGBMx5BfDzD8Hi8VLfYiTwNaz6CL+16WUGd/+cdDRUkqvWopCdnmrlm/88glmKLGXxkF4hERCo1VNksyGP6Y93/B4z4v8NfJyBwDEnShPOvnuO4JmsQXrxEKTQhnQyPFrFIzE2dhzJrz7qg7f/qNY5Yte6Y3OtkwOp0s6/OzKsr9rGlvJkMg5rrB6WQX2dmYHI4veJ0qOQS0iLU7KxsQS2X8P6M3tSZfMJEbbvFv1Yhpc7U0TmzFY/XF0XRJ15PjclBrE5JcYOFBTlVdIvVsqm0ifk7q5BKRNw6LI3xWVG8eF63DjWfOkVpeHxi50PWZjTaXBhtTqRiEbE6BZvLmgOEx1ZmrStmWs84zuoSc8jPyWx38civuwOERwCXx8v0z7LZ9dBYMgyn56aawN/D7nRRUG/l7dVFrCtuIF6n5L7RGfSM15GoP7oaoVVGG6uKGnh7dSE3DklFJhHxwboSLumbQKxOwQdr91NlsjMsNZKe8bqgUUO3Dkvl+cX5lDXbkElEIRf+AHuqW5jUOZqpPeL4dms5q4oCDWiuH5xM7/gwItVyrvxmS8h+8mvNftf6N1YWctWAJNIi1ZjsLvJqTLy0rIC8WhO948N4cGwWnaLUqA8hQsapdNzfcwx3rZ8ftP36Tkc4pxEQOIXweLwUNVj43/piFubVEK2R8+DYLAYnh2O0u/g8u5QFOVWEKaXcNyqDXvFhvLOmiKUFdSSEKXnh3K58vKE0QHgE33fz5V9vYdltoU0nX1iSzzsX9mLFvnp6xOl45fzu/Lqrmh9zqhmSEoHD3bEEQitby40sWFTFpM7d+WPiCMIUMuLVOiRiMRuKO7pgt1LaZKVvgh6VTBKwsaGSSZh79QD/mNJKtFLDtJQezC/umL2ilSroEXFkDt4CAgKnLye9+CgSiRg0aBAajbCoOBbUmh24PF6iTtO062iNnGabC5PdhVYhZWt9OZlhJ2fUI14vmqL52KL64ZUe2mChPRFyFZWWZhRxA2ne9BJuczUSTew/+KACAh2RiMXEq9uKottcTmpsJlxeD1qpghjVX9/hTtdF8vrgady38ceA49NTe3HeSeSG6LbU4HGaQSRBoo7B6BDTaHMhAgxqGTrloTc9vF4vqwrrOe/jjX7H252VLfyYU80r53fnpaUFjM6I5I4R6TwyPoufd1Xz9gU9+WDdftbubyQ5XMWj49vqqpnsLqJ1ocd2iViEXCJmWFoEXo+XfXVmxry3lvdm9OKu+Tnkt4sa31iyjSEp4cy+agBndYnm002lVLfYmdkngUHJ4SEjHu0uN3k1Zp76Yw/LCuqJ0si5f0wGaRFqZBJR0NTxV1fsY3hqJDpl6ClJjdneIaWsFYfbw6bSJkF8FAjK1goj499fh83lW5zvrGxh0d5aHh2fxT2j0hGLRBjtLiRiEdEaeVDRzeNowW6up6nRTEGFhWk94vl1dzVzt1dy98h0cqqM3PFDm7i+s7KFr7eUsfiWYeyqbuGt1UX+iOSByeE8vyQfAIfLg14ppdkWXIBs/ZtO0Cv57qoB5Fa18Hl2KSqZhBsGp5BhUPujhoelRjB7W0XQfrrGaCk7UM+t0epkb62JeouDJquTSe0ipnZWtvDt1nIWXDeYc7vGIA7hZC8SiZie2otF5Xv5uTS37Tgi3h56Iana0K7zFpeDOpsZt9eDTqYgSoiGEjhF2FNj4opvtnDPIB0zztZj84j5fMt+IlWdmPLJRurMbZt/qwobmNYjjmFpEeysbGFnZQvXDEzm002lQfv2eGF1UQPD0yIYkBTOqIxIRIjYVNrIJxtLKWu2YXK40CulvHJ+dy77agtNB7IerE4PSqnYP8YdjEEjZ1VhA4vyannoF5h3zUCmdPNt4vZPCp1pkhapIr/WzNyrB7BufyN760x0jdZyxYAkMiLViESB44NMLOHFgVPY1VRNXnOt/7hSIuXb0dcg85w55XIEBASCc1zFxwULFhzV+RdccAFisZgvv/zyn3mgM5AKo8+MJep0jXw8MAkva7bSJVrLtoYKLkrrfYKfKjjyhhzkLYU0pF94VNdFKtSUW5qRx0wGwFq2HG2XS/6JRxQQOCJKzU28tGMpn+ZvxOZ20TMijjeGXMCgqGS0f6E2o16u4rrOgzk7qStLKvIxOe1MSuxMkiacKOWJF5g8DjP2ms00LL8fR90ORBIl6m5X0ZR1N0M/LsJoc3J+9zhemtKNztGhF9YVRhvXzd7mFx7b8+TCPL663GckM6N3At1ifQYUdqeHtft9KdilTVaitHKiNHLqzA48Xl+EU6gaTRf3jsfh8vDob7vZeM8o9jda+OCi3uhVUi7uk8CsdftpaJcquqGkifXFjczsm8gb0/R4vd4Oi42D2VFhZMQ7a/z1qlrsLu6an8M5XWN47uyuQZ0z60yOQ0ZtgK8GlSvI59RK7SEiPgXOXEobrdzxQ07QRfmLywq4tG8iN87dxqbSZuQSMZf1S+CZs7qQGtG2IehszKd+9WNYC39G4fVwdeJYNH1e5ocdZiRiEZO6RHP+xxs79G92uHng51wu6BnHTUNSKG608t/l+2hfJu2breXcPDSV/y7f1+H65HAVUZq2DYz4MCXxYUomdIoK+h5O6R7L47/vwezomHp998h0XlxWAEDnaA17akzc/5Mv1bNTlCZg48HjhRvmbCP73tEkH9hkcLs9lBttNNtcKGUSYjRy4tRhfDjyYkrNk1hSnk+YXMH4+E7EqXTo5MFrShabGvj31j/5pnALDo+bAYYk3hx6AX0jE0/aDBUBAfCVWvhzVxE/TDYj23ovzs25iKQqnut6DWbuxB5kjPkxt4rL+ycSppRitLmQSkQhSyOAL2Pg1ak9eO7Pvby7pgiPF8ZlGfjs0r6s399IpFrOdYOSeXt1kV94BPhhZyVXD0wOml3QJVpLo8Xpv6/XCzfO2c6W+0aTEqFmUHI44SpZQH+t/GtMFvn1Zp74fQ9DUyNIDleys6oFnUKK9KB6j6WmJv6zYwm/lu7i2f5no5JI2dNcS6w8nARZDP/5pZQWewW/3jCURP3xMwATEBA4uTiu4uMjjzxyxOeKRCIuuOCCf+5hzlBanaBP18jHGK3v9yptsqFQOTA6bWSFRZ3gpwqOZv+PuBUROCJ7HNV1BoWaLfVliJURSMPSsJUK4qPAiaPSYuTCJZ+ytb7cfyynsYqJC2ex5OxbGfsXHU91MgU6fTSd9dHH6lGPGfbarVR9PwlftUTwum2Ycz5EVbGWLy74jKnfllDYYCa7tMkX0eT1Eq1VEB+mCKhLWGd2+F1pD8bqdGNzeZBJxGwpa2Zm3wQu7BnH5V8HplY+/tsePr+sHw/8lMueGhP/tzifb67oz4tL81lZ6EvRFIngwp7x3D4ijffWFWO0uShvtnH511uoNTkQiWBajzjmXDWA62Zv9zteAvxvfQnndotBq5AdVnisM9u5s12h/Pb8vqeGG4akoJZLsBwkjpzXPRb9IaIeAXQKKRkGNYX1lqDtw1JDR1oJnLk02ZxsLQ9uluD1wh97a6g/ILg73B4+zy5jdVEDy24bTlK4CmdzMRVzxuKxtkXxOMqX4/xhDJ+et4JLf4ItZc0k6pU8NDaT1Eg1DrcHpVTCT7lVfLyxhPvHZHLR59m8c2Evlt46DKVMTKRaRoPFyW+7a5ja3SdOfrqp1P/u9I4P46Up3YI6yYd6D1PCVSy9dRgzv9xMcaPvHVbLJTw8LouCerO/HvZDY7N4beU+PF549s+93DY8jft/yg3oq9bkoM5sJzlcRb3Zwext5Ty5MI9GqxORCM7pEsM703uRFqklWqmlvyHpsP8WZeZmJv/xPwqMbaVxNteXMea391g35W4GRB2+DwGBE4XJ7mRqTBksvoBWmc7rsmLPmYWiehOfTH2fi+d2jGpcvLeWYakR/JFXS6XRxvisKJbtqyNYWcTJXaK56uutOD0e3rqgJ0nhKhxuD14vXDMoifgwBRf2imfc+2sDrpu9rZxPL+2H2eHiu20V/g3NQcnh/PvsLlzz7daA8xssTmpMDlIi1Kzd38DvNw3hqm+2+scIpVTMw+OzSAxXEuXyravWFzeyvthX6iH8oKyOSouR8xd/zM5GX3bCDatnY1CoydJF8USvc7nj6wL/mJRd2kSiXki/FhA4Uzmu4uOSJUuO5+0EglBhtCEWQbjq9NxhjtLIEeGLCGqR+xYcWSej2Yzbgab4F6zxI+EozTMMCjU2t4tmhw15VG+spUv/oYcUEDg8e5trA4TH9ty34Uf+OOuWv5WCfbLhttTSsOIBWoXH9rgacukiL2Najzgu75/IvT/m+MVFtVzCS+d1Y0RaJPl1ZrrGaFFKxSik4qAREwAifAJJq9Ygl4g5WHbIrzNz6/c7eGBMBp2iNCikEqK1Mp6Z3Bmzw4PV5XP9NTtc7Kk28fUWX32nRquTOrODO0ekcXbXGArrLZQ02fjxukH865ddLMn3CQS+ex9adGzFaHOxqbQpZPuGkkZ6xOoCzglXybhuUHKHKIqDiQ9T8vrUHkz7dFOHtnFZBpIjjq52n4AA+NKED2ZfvYXNBwRFS8H8AOGxFa/LinLve5zX+Q4iVTI+vLgPD/ycy+4DDrRSsYhrBiYza0Zb5sUzi/J4fWoPPt5YwsPjsnj4QBTwbT/s4NqByXx/zUCkYhE6hZQNJY18uL6YV88PvjlpsruoNtnJqfQ5y/aM1xGrVTAoJYI1d42k1mQ/YGLl5q3VRfyyq5o4nYJHx2exo9Lod8rdXW0iKTx4FJIIEV6vl59yq7hzflsNN68XfttTw9kfrmfprcNJOMIopi31pQHCYytur4eHsn/m+3HXEKE48hI0AgLHE523iZYtjxLMRspdu5lefeuDRhCKRCL6J+q5bXgaDRYH1w1O5v4xGfyyq9pv4AYwIEmPVCxCIhbxxgW9uO/HXH9Eskwi4vZhadw0LCVo8IjHC9fP3sbNQ1NYecdwHC4PWoUUu8vD/T/mUhMkM6B1XtEtVsd9C3K5d1Q6iXoVTo8HqVjMN1vKSIlQEadry15RyST8a2xWh02R3U3VfuGxlXq7hXp7CU/v+JmbR5zF47/4oru/3FzGlO4xSARDKgGBM5LjKj4mJiYez9sJBKG82YZBLUcSoo7PqY5M4osoKGm0sl9aTqRcTeRJOJlVVyxF4jRijRt51NdGKnxpp1VWI2kxfbEU/oSrpQypTogaEDj+LK3MD9m2o7ESs+v0Sof1OC04araGbFfUrOCRCY8y9r21AaKixeHmrvk5fHZpX576I4+SRivndI1m9lUDmPF5dofUa7VcgkIqBrz0T9SzuayJdfsbuaJ/Er/urgk4t7TJyr0/5vLAmAy2VxhJCldx54g0mm02vF5f6vPsbRUsyKkCQK+U4nR7eH1qD3ZWtnD+Jxv9URhKqZh3pvciTCFlfk4VtwxLRas4sqmCWORbOAVLIwdIDFMyPC2CzWVNAEzpHseL53Ul/RDGNe0Zk2lg4U1DeODnXeQeSP26Y0Qad45IJ+YI3LIFTn9KGi1sKWtma4WRPvE6+ibqGZCkZ3NZx+hHkQi6x+n8ju7t+TG3ivM7a7AU/RLyXqLK5WR1upl+GZGc/eEGqlraophdHi8fbywhVidHdmC+VWd2oJCJWb6vnrFZBr68rB9PL8qjsN7CT7k+cbBrrI6rvt3Klf2TuKxfEhVGG6kHvR+NVgdfZpfx4M+7/JGSUrGI/57fnasHJpMQpvQbQTRZnTw1qTNXDUjC4nTz4fpif9mG1s9AEiSSMuZAOYfyZhtPLNwT9PffW+uLpjxS8fGnkl0h21ZWFWJyOQTxUeCkReG10tDQsWxIK7LaNXSJHseGkqaA45f1S2BXtYlLvtzsnxOIRHD78DRentKNZxbt5cp+iTwwNpM7f8jhuXO6cO132wLqRzrdXt5cXUSiXolMImJKt1h+2lUdcB+3x8v7a4uZ3DmGS7/y3Ss+TMGHF/fh/p9yA8zaDGq5/zuzrMnK+pJG1pc0cjC51S28eK6vzvakztG8cn53Mg0d39FF5XtDfi5b6st5KKttjAhTSINu+ggICJwZHFfx8dFHHz3ic0UiES+88MI/+DRnJhVG22mbct1KjFZBabOVGnE5WWGGw6YKngi0hT/gCMvCrUk46mtbxdQKi5FOhp4A2MpXo+166TF9RgGBI6G96czBqKXyoAvbUxmRWIxIpsXrNAVvV8exobgxZDTje2v3c83AJJ77M5/f99TSKUrDhT3j+P4gM5Xnz+7K/9YXs/S24Tzy627m7fS1/++i3ozKiGRVYaDrbaZBzZjMKL7ZUs4DYzN57LfdXDMwmau+3Up7LVAkghfP68bCPbX0TQjj440lAf3YXB5unrudn64fTJ3ZzvDUyCP+bKI0ci7qFc/s7R1NL0QiOLtrDHE6JfeOygARRKhkhB3GlKc9YUoZk7vEsDhBj8XpRioWEadTIDtM1KTAmUFOlc9Ypv2ivWecjg8v7sOED9Z1SPf/19hM5u2oCJr+mKRXgliOWBW67INYGYlILGdPjSlAeGzPe2uLmTWjl/9nmViMRCwiPVLDT7uquXdUBumRaqK1cvY3WBCLRbw5rSd5NS1sLmsiLKtj5saeahP3/hiYJu3yeLnvx1wGJYczPK3tnQ1XyYhQyRj29ZagmwKTOkWxZn/gWCIWwaeX9CUhTMm+enPI0hAA2WVNjM48suySRHVoYwuDQoNEECQETmIkUhkiiRKv2xa03auK7eBcP7NPAjKJmDvn7wwYZ7xeeHfNfr6+vB/fXTmAzzaV8sbKQlIjVdSZHAFjWHteWbGPl6d057YRaawqaqDxoCjLK/snkV3a5J9/VBrt3DhnOy9N6e5PvRaL4JNL+vg3KNYVB4qOUrGI87vH0jVGS53ZQfdYLYWPTSBcJQuZNZdwiHmgVqrA4Wr75W8elhrSyEpAQOD057iKjxs2bDjic09Gweh0oLzZSqT69Ey5biVaK6e00Uqup4zxf7He3D+JxFyBsmoNxq7X/aXrVVIZaomMKmsLkvhOSHQp2CrWCOKjwAlhYkJnxCIRniAr+Bs7DSZWpTsBT/XPIVbHout1E8Ytr3dsFIkh8SyWLu6YWtjK3lozNw5O8f/80cZSsu8ZRbhSyuZyI5kGNdcOSiavxsR/zu3G1vJmv/AIcM+Pubw7vRcX9Ypn7o5K7C4PF/SMY0CSnuzSJj6c2Yel+XXcMiyNPTUt/H7TUL7ILmVXtYnO0RruHJHOF9mldI/V8kGQ4vTgS+Fasa+eedcOPqrNKq1CyvPndmVtcSOlTVZUMgmX9k1gcEo43WJ1JIQp0CqkhB2mvuPhiNUJUY5nCl6vl+oWO26vl3ClDE2IKNwqo42LP9/cYdGeU9XCy8vy2XTPKP63vphVhQ3EhSm44cA7OOPz7KD9XdovERcy3F1uhfx5Qc/xdL+bIfHpfBvCYRp8kYetC+0JnaJwuN2sv2skZc1WusVoeXXFPoobrfx0/WAu/WoL3WK1vHp+D7Y4PKwsrGdzaRNeL/RL1BOtVWB2uHjpgHFMKyIRTOoUzZTusVS32DHanAGifpxOwUcX9+G62dsCrovVKXjzgp7YXR6qjHZ215jomxDGvaMzyDJoEItFyKXioHVaWwkWBRWKSzP68n/b/wzadnf3kafdd4XA6YVHHoWiy5XYdn3UsVEkISZrApe3eJifU0WYUsrjEzrRNUbLi8sKgm5wAPx3+T4u7BXPDzsrMajl/HLDIOZsrwx+MlBjcqCSSbjvx1y+vqI/y/fVs3hvLQa1jJuHpaJXyihqsPDQuEw+21RKjclBVYsdnULCyPRIMg1q7h+TSaZB7c+A69TOFG9EWiRPTOrEvB2VLMyrJVGvpNxop3d82CHLdZ2T3JUHNv0UdB54RfpA5m2tB+COEWlkRZ1400ABAYETx3EVH5cu/edr0xUVFTF9+nSefPJJpk+fDsDu3bt5/vnnycnJITw8nKuuuoobbrjhH3+Wk5GyJttRTRZPRWK0CjaXN1ElbzkpzWa0hfPwShTYogf/5T4MCg2VFiMAckMPbGWrjtXjCQgcFYnqMGaPvYpLl3+F29sW7TfAkMwDvcahkBzXr5l/HLFEjr7/3dgq1uCoaudwKxIjGvUxX+xy0TlGCwelRLXSOVpDWXNb5ITF4UYsFvHWhb0wO9zIJSIcbi9jMg2YHW6uOqhQvNXp5vrZ2+gSreXh8ZnEaOQMSArH6nLz7pr9rC1uZEJWlF9UUckkTO8Vxzldo5ncOYZvtpQTpfGlVJY1WwlFQZ2ZyL9QGzjDoGHVnSPYWd6MXi3j/bX7eeL3PHRKCXeNTOeSvon+iAsBgUNR0Wxj3s5K3lxVSLPVxVldonhiUmeyDJoONUJrzQ7yaoNHI8/PqeapyV25f3QmapmEBquTm+fu4L0ZvTpEEYtEvuji5HAlZoeLFXUGhvX+F94d/w3oU5x5KTs8veklFzP0EGZH4SoZNqeHtEgVb0zrQUGdhXt+zGF3tYnMKDVPTe5MQa0Zk91FhFrGa1N7cPlXWwIimv7Mr+OWYan839ld8eL1GzcARKplfHppX5YX1PPysgIcbg8zesfzwJhMMgy+Rb5GIWV67zgGJo/lk40l7G+wcG63WCZ2jvK7en94cR8sTjcauQSlrK2eW5xOwS1DU3l9ZWGH302nkNI3IXQ048EkqcP5cMTF3Lzme7ztauaOi8/iuk6DhRpwAic11VaoS7uTqJps3HXb2hpEEkRjv+CPEjE1JiuzrxqAWiZha3kz/1tfHNIkDaCs2Ub0gQ2+eosDk91F34TQUYQxWjkmu4s9NSbO+3gDD4/L5IExGfROCGNdcSPPL86nuNFK74Qw3p3em192VfF5dhlWp4cfrxuEShb4fgOc1SUauURMgl7Bg2MzufDTTdgORE5uLW/ml13VvHJ+d24eGroES6JKz9djruCKFV8HCJCDo5K5LGUoX1RWs+6ukWRGaU777DsBAYFDc1qtCp1OJw8++CAWS9tA39jYyHXXXcfEiRN59tln2bZtG88++yzh4eHMmDHjBD7tiaG82XbIifLpQIxWQXmzDW8sdDrZxEe3A92+OVjjhuOV/vUFeKRSRUWr+BjVE+v+hbhtTUiU4cfoQQUEjgyVVM7ZSV3ZPf0hllTmU2VpYXxCJ7J0BuIOkYpzKiPVJhJ7/jxczfuwlixFoo5GnjSBSlc44sZGruoTy9uri4KmXt8+PI2n/sjz/xwfpkB9YEFw8KKgyeqiPkT6VV6tiTnbK0kIU1BrdnL1wCSePasL5UYbF7eL5rI63Xy9xWcI9NWWcp6Y0Am5VIzH46Vfor5D+nYrEztH/eXUqJRwFWa7i8FvrsJ8IGKq3gIP/LSL+TurmHPVAOIEAVLgEFS32Ljq2y0sK6j3H/tmawXzc6rZeM9IesQFji02Z/DIvFasTjdSrZzvtlX4azxe8+1WXjyvG3eOSGdDSSOJYUqmdI8lPkyJViHFZHOyuVZErmcqV503HVnVEkQeB864CSwslbFyp5WBjRVc0DOOOJ0iaOr13SPT6RytYdltw5m/syrAVTq7tJkbZm/nqUmd6Ryt4Yp+ibyzuqhDKiXAB+uKuXVYKt1idAxPi2B7he/7/93pvXjk191+oxuA99cWM3d7JRvuGUl6pE+A1Clk9IiT8erUHrg9ng5Cn0ouCeqsrZBKeGBMJnm1Jn5rV2s2Ui3jtxuHkBR+5EZPOrmCmel9GRWXwZ/le2mwW5iU2Jk0baQQ9Shw0uP0eJnwRTGfTvuQHv1qkNasxquKxWIYydOrjGREW9lQ0sQfeTVYHB7+9csuhqdFMC4zKuDdaU/fhLCAWowOt5cR6ZFEaeRBU6/vGJHO59k+0zifxieisMFCTlUL/1naFhG9Yl89K/bVM2tGb/bUmOgaoyVCHVz0Sw5X8ssNg8mtauGpP/b4hcf2PPTLLqb1iAspPqplcqYkdWf39IdZUrGXaquJCQmdyNQZiFHqGJkcJ2Q0CggIAMdZfJwwYQLvvvsuXbt2Zfz48YcciEQiEYsXLz6q/t9++200msBw7jlz5iCXy3nmmWeQSqVkZmZSXFzMhx9+eMaJj1anm0ar87TfdYrVyXG4vGhEGuJVJ5f4oSn9A4m9HmvC+L/Vj0GuIbfJF1kli+wOeLFXbUCddtYxeEoBgaNDLZWTGRZF5skm9v+DSDWxSDWxKBOG+4+lA49OiGJFQR1fXd6PuxcEul0/Nr4TOVUtlLSLXHru7K4khjBsCFdKGZ9l4JutwdM6R6ZFMj+nkl3VJqb2iKVPQhgNFkfQxQNASaMVg0bOzC838+/JnXl2chfGz1rX4bxItYxzusYe6UfRgRa7kycX7vELj+1ZXdTA7hqTID4KHJK9teYA4bEVq9PNo7/t5qvL+wekFkdp5MglYhzujn/7UrGIGK2c+DAlL57XlUu+3AL46pve+2MuepWUC3vG8dDYTGJ0bX+XGoWUy/olMva9tby8xkPfxKFIRCJ2LGzE4fZFEl361WY+zy7lj5uHcsmXm9lT4xMBJWIRdwxP47bhacTqFBTVm3lmUV6HZwN4aVkBM3rHc8OQFAa8vjLkZ/JTbjV9EvTcPTKDjzeUkhWlptJoDxAeW6kzO3h39X5eOLcrcmmgqHi0EYYJeiWfXdqPqhYbu6tNRGvkZBg0JOmVR71BoZUp6CSLplNY6FqaAgInI1q5hAS9kumzS4hUy+gSPYkWu4ucKl/5kq+vSOfjjaWkhKv9mQdr9zfy2IRO6JVSmm2B9SBFIrhnVAbXfOfLbkiNUNErPoykcBVLbxvGjM+yA9yubxqSSqRaxspC37gYppRy1YAkzA43w95eHfSZn16Ux6wZvUPOMQDqTE4+zy7hrpEZ3PdTbtBzPF7YWtFM5iFSptUyOVmyqJMy40xAQODk4biKj4MHD/aLg4MHDz6muyCbNm1i9uzZLFiwgLFjx/qPZ2dnM2jQIKTStl916NChfPDBB9TX12MwHFmh7NOB8gOpftGnu/h4wMEtSRZ7cu20eb3o8j7FHtETl/bvOVMblGpqbCZcXg8SbSJiRTj2ynWC+CggcIJxezy8tbqISLWMzy7th+lAAfqsKA1zt1fw6op9gM9s5ZmzujCtR+iIAI1CyrNndWXezipEQI84HU63l5wqI7E6BT3jdTyxcA9DUsIB36ad+DBjnkEtR6eQ8vjCPG4amsK3V/bnXz/v8qeCD0zW8/6M3kjEPqFHJesYDXU4mqwufg6Rdg7w7dZyxmUJCxSB0BxswNSe33bX0GTtWNfwwbEZvLCkoMP594xqc0Of0Cmaj2b24eFfdtNgdXDXiHRm9IrH5fFS1GDB6vKQoFMik4oRiXyi5bdXDuDx33eTXepzzM4wqHnu7K7MWleMye4mr9bMm6uKWHTzUBqtTqxONwa1nDidwl+jssHqxHiQ+NCK3eVhT43psHYrremM6QYVy24bxq+7ali4J3hEFcDcHZU8MDaT+LCjf4cPprVUQ8+4k2tDV0DgeBGrU/LmtJ5M/t96PF6fyZPT7Xsn+yfqMdqcmOwuzA5XwCbIY7/t4asr+vPUwjy2lvvGkJQIFS+e240mq4MYrYJ+iXpmXdTbH0ncMy6MFbcPp8bkwOJ0oZZJ+HxTKXfNzwF8NWA/uaQPBrWU7RXGoGZSANUtdpLClf7xLxh7ak3srbV0EEcPJlTdylZcbg8VRhtFDRaarC66xGiJ1cpDRlwKCAicmRxX8fE///mP//9ffPFFANauXcvatWsxGo1ERkYyZMgQhg0bdlT9Go1GHnroIZ544gni4+MD2qqqqujcuXPAsZiYGAAqKirOKPGxrMkXbXPaRz4e+JI1iI/cpfV4oKxajaJpDw19HvzbfRkUGrx4qba2kKjWI4vshq2iYwSTgIDA8UWECK1CSn6dhd931/DGKl+tNJ1Cyo1DUph3zSCcbg9uj5cxmZEYgozHVUYb++rNrCxsICFMyY4Hx1DWZOPPvbUopGLevKAHGoWUD9cXM6N3PNN7xRGhluN0eUjQK1FKxUGjH5P0ShL1St6f0YtMg4YWu4s9NS18c0V/ZBIxLXYXLXYXLy7N5+fcGj64uDfTe8ahOwpHat9n4Ks16XQHX8zoQqRutcfr9Z5cm0cCxxWdIrRgppBKOojsKrmUe0ZlkKhX8dyfe6lqsROjlfPYhE5c2i/Rny4YqZZzzcBkJnWOxu50s6fGRI3ZwabSRnQKKQOTw6lusdMnIQyFVEJyuBqdXMJ703thc3losrqoNdl5fvFedrWLOKxqsWJxuNlW3kxZs42R6ZGEq2So5b6/Y+lhIgSlYhEr9tVzVpcYfg8hKE7rEQeAXCJhWFokWVEabvl+R8g+VTIxgqmsgMCxY2hqBNsfGMPeWhMbSpqI0sgZkRaBx+tlyseb8Hi9AZsiADsqjdz6/Q5uH57GExM7ER+mIKeyhR2VRgYm6bl/TAZjMqNIPCgbIC5MGZAh8MBYOdcPSUEiFmNQy/B4vVS12NAfxsBNJQ09lla32LG73IzNNLCnpoU/bxnK26uL+Ck3cPNQLPIJnqG+l50uDwV1Jp75M5+fc6v884+rBiTy0nndhUwHAQEBPyes5mNDQwN33nknW7duRSKREB4eTlNTEx988AEjRozgnXfeQak8ssHqmWeeoW/fvpx//vkd2mw2G3J54OJOofCJU3Z7x/o8rUyYMCFkW2VlZQeR81SgNbLldBcfkbhB5EbtPYlqCHm9hOe8jSMsC0dEj7/dnUHhKxJfaTH6xEdDd8x5s/F63IjEfz/KQeCf5XQcX85kvF4vzTYXErGvttotQ1MZP2sdD4zN8IuPLXYXr68s9Bs33DgkmVEZEdicbqxONxq5FLlUTFmTlemfbSK7zBch8cFFvXn4l90syKny3+9Z4P/O6cqw1Aj+3FtHhEpORbONwnozb64q5N9nd+GhX3YHPKNELOKTS/oik4hRySTcsyCHdcWNAe1vX9ATlUxMSaMNh9vDdd9to/d9o+mXeOSmEgDRWjnXD0rmjVVFQduvHBA88ttsd1HabOXrzeXk15k4q0sM4zu1mWIIHJ7TZWy5uE9C0ChGgGsHJRGlkWN1urA5PWgVUmQSMdFanznK1B6x2F0e5FIxCbqOqcESsYjkcBVby5p4fVVhQHq3WASvnN+dKI2c/DozX28pQywScc3AZGxON5d9tRnXQVFG47IMXNE/md6vrsDh9vhLILy4NJ+SJiuTOkUzLiuKlAhVQMmFVgxqOSqZhM+zS5lz9QDW7m/oEIV0/eBkksMD58TRWgV3jkgLGBvac8eI9ENGPAkIHC2ny/jyV2m2OblxzjY2HYiCBl9K9OeX9uPV87tTbrSRFaUmUi2jwdJWu7W82cbjv+8hLVLFw+OyuG3eTr6+oj83f7+DBosTqVjEnKsGcFbXmJDZBgl6FWq5FLFIhNnhZFu5kcIGC91jdWjkkqBlTrrHajFogm8eVjTbuOyrzawqaqv73DoPkIrF/LCzLfr8ubO7klNl5LHfdjM4JZwLe8aTGqFCKvHNWdaXNPL99koiVDK+vXIAywrqeGt1EV9uLqdnXBj3j8n0u2sLCAic2Zwwa7mXX36ZwsJC3nnnHXbu3Mnq1avZsWMHr776Ktu3b+eVV145on4WLFhAdnY2zzzzTNB2pVKJwxFYtLdVdFSrz6wFTWmTFb1S+pfS6E4lClrqQOpA5Dx5dtrUJb+iaMjBlDHDV+jlbxIuVyFBRIXFNwGSRXbD6zThbNh9mCsFBASOJSWNVt5eXcS5H23gwk+z+SW3iqRwJdcMSmJpfh33jErvcE16pJrpvRIY/e5atpQ3M+PzbO6av5PCejMvLM33C4+94nW02F1BxYUnft+DXinjp9wqzv1oA5d9tZnKFjvzdlZRWG9h7tUDOb97LL3idVzRP5Et940m06Dhh50VLN9XHyA8Arg9Xu6cv5M+CXo2lzf5j7+1qhBHiBqSoVBIJdw7OpNOQepDPTAmg9QgJhU2p5vf99TQ87/LeX5JPnO2V3LDnO0MfnOVv46ewJlDSriKxyZkdTieYVDz4JhMdlQYufrbbZz94QYe+203+bUmXG4PYrGIRL3qQE1CVciahLUm37tycF1Jjxfu/2kXJY1Wzv94I19tLueL7DImzFrHJ5tKeWNax83De0dncP3sbTjcHsZnRXF+91imfrKRV1cUMnd7JTd/v4P1xY28Na0nSmngtFsmEfH2hT3pGq3hhsEphCmkzLtmEHeOSKN3fBhjMg18eHFvrh6YjEzSccreMz6My/oldDg+JCWc6b0EkwcBgWOFzenmxaUFAcIjgNPt5epvt9I9Tsdvu2v4bFMpX17Wr0O0s0om4ZXze/DGyiIu7ZtAcYPFL1C6PF4u/nKzP0PtYEqbrMxau5/zPtrAa8sLKG2ycfeCHO6an8O//9zLm9N6dohy1iokfHlZf2J1HddCTreH99YWBQiP0DYPuG90Br3jdZzTNZpFNw/F4nAz/bNsvt9RyUO/7KbXK8vZVNpERbOVSR+sZ+YXm5mzvYL/rS/mws82oZSJuX14GgD/Xb6Pyhbb0XzUAgICpzEnLPJx6dKlPPTQQwG7aGKxmHPPPZempibeeustnnjiicP2M2/ePOrr6wPqPAI8/fTTfPzxxyQkJFBTE5jC0vpzbGzogvpLliwJ2Xaonb+TmdIm62lf7xEg31iLWOrCZDlh2noAYnsjkdtewhY9EEdEt2PTp1hMhELtd7yWRXQGkRh71UbkUT2PyT0E/jlOx/HlTKS4wcKY99cGRDMtLajjol7xvDK1O2XNNgrqTPx6w2C+31FJndnB+KwoEvRKrp+9jaoWO/9Zkk/POB3vrNnPZf0T+Wxjqb+vS/ok8tmm0mC3BmD+zirO6RrD9zsqWVXUwKTO0QxKDmfWumK+21bBxb3j6ZsYRlG9BZVUzN0LdnJpv0Se/mNv0P48Xvh1dzX9EvRsPiCAFtRZsLrcyKVHN56mRKhYcusw1uxv4Nut5USq5dw6LJVMg4bIIN9DFUYbV36zlYNLV9WaHNw+bwfzrhko1I46Ak6XsSVCLef+0ZlM6xHHrPXF1JsdXNI3gWGpkfy5tzYg3XhTaRPvrS1m1R3D6Z8UfkT9G20uPt5YErL9513VjEiPZMW+NnFy/s4qLu6dQGqEiuID73x6pJqyRpvf2f7Okelc8fWWDn/HOqWUl5cVMO/aQSwvqGN3jYksg4ZJXaJ5Y2UhmQY1T5/VmXsX5PJ5dinndI1hao9YTHY3//4zn9ImK7n/GtshpTNGq+D1aT25dVgas9YVY3W6uWFwCv2S9CQIqY4Cx5jTZXz5K1Sb7HyyMfj3scvjZVVhPSaHixeWFHBWl2jW3jWSH3Or2F5hZECSnvFZUSzOr+WZszpTVG/hiYV7Avpwe7z8ubcW9QHX+TidEolYREmjlQmz1rKv3gLA8+d25e3VRf6fV+yrJ1wp46frB/P7nhqKG62Mzohkeq940kJkDVS32Hlnzf6gbR4vLCuo44mJnRiUHMG0Tzeyo7Il4Byby8PFX2zms0v7klfbcXPw5WX7+PH6QXy4oZg6swOX+zAFIwUEBM4YTpj4CISst5ient4hWjEUr7zyCjZb4I7K5MmTufvuuzn33HP59ddf+e6773C73UgkvgF93bp1pKenn1H1HsGXdh2lPf0Xb3ub69CqRFQZnYc/+ShRVq5GWzgXmakEtyICW8xQzGnTcKtDCNkeF4YNjyBy2zF2uvKYPotBqfFHPoqlKqT6DGyV69H1vP6Y3kdAQKAjDpebN1cVBk2j/H5nJXeNSmdUhoGhKRGsKapHIRUTrpLxvw3FAe60v++pYc7VA3lnzX60cmlArUa9SkqtOfR3YZ3FQUJYW1rlN1vLuXpAEptKm2iyOvloYwkX9oxnZt8EjHYXVw9MJl6nwOwIXVi+wmgjrF0NqRHpEWgOipa3OFxUt9ixuTxo5BISwpRIg0RlJYWruKRvItN7xSMRiUJGoVUarawuagjqVAywfF899RYnEWo5Ho+XCqONFrsLhVRMjFaOVnF0NSkFTg0iNXIiNXIGJIXj9nqRScTsqzNz+w87O5xrdbq5Yc52Ft08lOgjSDUWiXyO0KGoNTkIC1Kb9MMNxfx8/WC+3VqO2eFmWo9YssuaUcsl3DoslSS9ks8v64vZ4ebjDSWsPhBZ5HB7WLu/kSkfb2B0hoHUCBU7q4y8tboQjxceHpdJdYuDr7eUH9gEqOHX3YEb57/sqqZbbMdyMjFaBTFaBcPTIvB6CfouCggI/D1cbi9WZ8fU5lbqzG1jxh95tawsrKfg0QkY1HKySxv5YF0JT07uxJA3V9NoDb4+KWmy8tTCPH7ZXc2/xmZxZf9EPssu8QuNAHqFlLnbAw25fsyt4pfd1UzsFMWNQ1KY0btjNDT4RMdGqxMRvg2YAUl6bh2Wil4lQyoWs6qwnk82llBvcTA+K43iJmsH4bGVCqMNU5BU71aW5dczLDWSSqMNpUwYkwQEBHycMPFx6tSp/O9//2Po0KGoVG0pWB6Ph6+++oopU6YcUT+hohcNBgOJiYnMmDGDjz76iMcff5wbb7yRHTt28Pnnn/Pss88ek9/jVKK00UpKRMd0t9ONvc01GDQJVFc7j51pgcdFZPaz6Irm4dSl49SlIbY3os99n/CctzGnTaW56424wtpSLEUuK4aNT6CqWkNjr/vwKML//nO0I0qhpszSru5MRBfslRuP6T0EBASCU2t28OXm8pDtH28sYWR6JGKxiG0VRj7PLkMhFdNsC1x0eLw+F0mJWIQIL12itf5Igu0VRkakRQbUXmrP8NQIftrVlpJtdrhRHhAKxSL4cGYftpcbuWH2NswON2q5hJuGpDD/2kFM/zw7qEPmwORw5u/09amUirlhcEqAmFHebOXpP/L4cnMZTreXcJWMxyd04uqBSSFFn2Dpoq1Ut9i4Z0EOg1MiQp4D4PR4aLA4WJBTxaO/7abW5EAiFjGjVzwvT+l+Rny3namIxSLEB7ygt1U0h3R23V5hpMHi9P8dtticVJscNFmdaBVSYrRyIg9Ez0aoZIxMi2BFYUOHfvRKKaMyInlxaceak2aHm711Jhbn16GQitlV1cIjE7KYe/VAPlxfzLC3V+P2eInRyvnX2CwmZEXx3OK9SMViFFIxdpcnIJoSfO9qrE5JbpUxpAAPHNaNViIWFvgCAv8UWoWUrjHakGVA+iXqAyIjrU4POyuNTO4SQ261iS+3lHHnqDQS9MqQ4uPQ1Ai+3VpGs9XFQ7/sYntFM91itAHn2N2eoOOE2+Plj7xa+iboO4iPNqebTaVN3PL9DvbUmPi/s7vy7OTOxOqUPLtoL2XNNkQimNQpmu+uGoBCKiZSI6eg3nzIz8R5iPHK7PBtED45qTNSYWwSEBA4wHEVHx999FH//7tcLnbs2MGECRMYM2YMUVFRNDc3s27dOurq6pg5c+YxuafBYOCjjz7i+eef58ILLyQ6OpqHHnqICy+88Jj0fypR2mxlYPLRGQecapicdiqsRkaEZVJU6sFk96BT/s0al14vkZufQ7t/Ac1dr8caN8pft1HksqCqWIGmdBHaovnYovpjj+qPyG1HXbYIib2Rpu634TD0Oga/XSAGpYZNdWV48SJChCyiC9ai3/A4WhDLTyKzHQGB0xSPN3QqUatA4nJ7mNg5mo+0Ckx2F4l6JX/ureWt1UV4vdAzTodBLeP7qwdSbXLw4nldufCzbAC+3VrO3KsH8suu6g6LjVidgj6JYTz1R57/2Nldo1m73yem3DgklVWFDQFp2xaHmzdXFdFgcbLo5iFc+912StvVmOoao0UsElHVYqdrjJbPLu1LemRb2ladyc51321jcX6d/1iT1cm/ftmFy+Ph/jEZyCRHN97uq7cwP6eaawalhDwnPVKNXiHl513V3Dhne8BnPGd7BXtqW/j9xqHEC2mmpz2HWOsC4MH33lUabTzx+x5+21NDYpiSGpOdTlEaPrm0L6kRaiLUcl6a0p3hb6/2p0hfPTCJi/skUGdyEK2V89/zu/Pemv0sLWj7e5/aI47FeXVsKm0CfAJ9gl7JxV9sJreqLUKoxuTgX7/s4sOL+7D0tmFUt9i5Y3garx0wnGrP9YNT2FzWRL3Fwci0SFbv7yiIgu/9FhAQ+OepNNqoaLZR2WInOVxJfJiSWJ2C16f14JwPN3Q4v09CGGaHu4Oo6D4wRxia6ttcW1/cyJMTO3PpV5sDzlPLJbx6fndSwlVM7hzDzD5JNFkd/N/ifK4ckIRYhH+cWl3UcMhx4rzuMR2O5deZGT9rnX9e8md+LfeNzuCCTzf5z/F6YdHeWvJqTSy+dRjgi6pWyyVYgkQ4qmQSItWhsw7GZkXRYLGzo9LIzkojz0zugkp+ensOCAgIHJ7jKj5u2BA4YLdGLR58PCIigsWLFweIlUdDXl5ewM+9e/dm9uzZf6mv0wWLw+WLCNCc3s6He421AGREaFlDC5XNDnTKvxcRoyn+GV3hXJq73oA1flRAm1eqxpJyDpakiShrNqKsyUaz/0cQSXCEd8Gccl7olOy/SZRCg8PjosFuwaDQIIvsCnixV29BlTzmH7mngICAjyiNnEv6JjBrXXHQ9usHp+Bye1lf0si0TzfRdGBRIhLBlf2TmDWjN7fN28GrU7vz9uoi5h8wlXl8YhbLbxvGhxtK+HZrOa+t2McvNwzm6T/yWFfciFgE53aL5Y4RadzRLv00QiXjgTGZfLyhGI1cwnndY5h+QMQ8mK+2lHFF/0Q+u7Qv183eRpXRzuX9E3liYifsLg85D47FoJETqwv8vqhssQcIj+15YUkBl/ZLPGpn6qX5dbgP1Mu6tG8C322rCGgXieDd6b2QiEQ89ltwQ60dFS3sb7AI4uMZQP8kPSKRb6F8MN1jtRjUcmxOF4v31jK9dzyjMw3k1ZhICVcRo1Pw6K+7eH1aT2J1SnrFhbH8tuHctSCHC3vG0WJ3ccGnm/wLdLVcwutTexChljFvRyVJeiXTe8bR/b/L/fdUyiQU1lsChMf2PLMoj6cndeabreV8cFFvksKVvLi0gBqTg0i1jHtHZXBOtxiGvLWK96b35tEJWVzw2SacB9VIG51hQCss3AUE/nEK6sxM+XgDe2vbov6GpIQz++qBDE+N4PebhnDvglzyak0opGIu65vAjUNTeW/NfnrE6fxjgUwioku0L2oxIUzJ5f0TeWnpPn6+fhBfXNaP/yzNZ3e1iTCllF9vGMKTf+zhtnlt3+lpkSpmXdQbo9UXze31ehmaGsG2ciPPnNWZcz7a0GGcmJBloFNUYKSkye7iuT/3BkSMn9cthsd/D6w52Upxo5VdVS1kGjTE6xT859xu3LMgp8N5/3dOF5L1Sn9Ed3tGpEWQFaXm4V+KWb7PV3bm1mFppBvOLKNXAQGBjhxX8XHp0qXH83YC7Sht8tXFjNWd3jUf8421KMRSsiJ1QAtVzU46x/518VFsbyJi63+wxg7rIDwGnijDFjcCW9yIv3yvoyVK6XOSLTc3Y1BokIalIJKqsVdtFMRHAYF/GIVUwoNjM1mQU0VViz2g7azO0XSL0VLabOWs/60PqOPo9cKXm8voFqtl632jmbOjgvk5VWQY1Lxyfg8K6818sL6ELIOaLfeNocnmSxt99fzulBvtRKplpEeq+XRTCUabC51Cyoze8Tw2oROZBjXPnd2VO0akU95sC5me6vX6Ujgf+XUXP1wzEKlYREKYEpVcgkYeelqQH6SwfCstdhfNVhdEQFmTlQ0ljfyYU0VyuIor+ieRHKFEF6Q2Y8yBFNlXlu/j/Rm96Zuo56MNJVQYbQxI0vPCOd3okxBGhdFGpdHe4fpWskubGJYWGbJd4PQgVivn2bO68NTCwE1muUTMhxf3we5087+t5WwoaaRLtJaByeH874C7u14p5YvL+9FgcRCr8/29j8wwsPiWoazZ3xgQBQS+SOHb5u3glxuGYFDLubBXHDUmOzqFlBa7LwU6LULF5rKmkM9b3mwjXC1j+b56/m/xXt69sBdTusdid3lRSMWoZCKSn1uCSARpEWr+u7yA+dcO4t01+1lRWE+kSsbVA5PpnRDGvB1V9E0MP9YfqYCAwAGqjDYu+HRjgPAIsKGkiVvmbuebK/pzVpcYFt7kK4+ilokJU8r5ZmsZXuDqAUl0jtby8K+7uH14GnEHNvAMGjkvnteNLaVNZJc10Slay9sX9EQlk+AF3lpVyPKCwHIM+xus3PL9Dn68bhCvnt8dl8fLkgPlHhCJWHn7cF5YUsCSgjoiVTJuHZ7GyLQINpc10idBT6Let/Yx2l2sK24M6Ds1Qh1ywwRgWUE95/eIQyGTcEX/RDIMap78fQ95tWY6RWn4v7O7MDw9Ep1cSva9o3ly4R7+3FuLXinjqgFJDEoJZ9z76/wRk3aXh0arg3QE8VFA4EznhBrOCBw/iht9xYpjjqAQ+6lMXnMdiWo9WoUEpUxERfPfM53R75qFyO2gJeuyY/SExw6D3PclXmZppndkAiKRBFlEJ+zVwaOdBAQEji0ZBg1r7xrJF9llzN1RgUYu4Z5R6YzNjCIuTMkHa/cHCI/teXt1Eed1jeH5xQUY1HLeubAX183eRnU7IfOFpQV8e2V/8mpM/Lp7H1f0T6TB4iAhTMkTEztx89BUvF4waGSoZL6vc7lUQkqEGpM9dCF4AKVMTFGDlcIGCzfP3cGcqwfw2op93DUinf5J4R2iHgFighxrRSQCjVzC/gYLE2ato6ihrUD+f5YW8OHFvbmkbyLag0w8JnSK8qeU3fL9Dvon6rl9eBqRahkKiZgBSXqUMglyiRilVBzy8xRqPp4Z6JQybh+exoi0SF5cmk9Zs40RaZHcPyYDl9tD9/8ux9wuRVAtl/DlZf146o88cqtauGnOdhbeNPSgXkU8vzg/6P08XvhtdzVpEUrO/3gjM3rFs/y2oWwp9y3cozXykH+T4EtNbN0D+HZrBU9P7kJWu8ik/Q0WBibp+ffZXZFJRGwua+bKb7ZyzcAkZvZNwGx3MXt7BS8syWfWjN4BfbvdHr8hVbRGjkQwmhEQOCqqW2x4vPi+b6QSqk12dlUH32T7I6+WWrODCLWc1Eg1CpmY9fsbGT9rPa4DL/m3W8uJ0shZdPNQ0iPVqOVSSpus/LGnhi+3lPH0pM5cP2c7ImDBdYMZ+e4a5l0ziHk7q4Les6TRitHmQiISsbmimYV5NdSaHHy0oYQHxmTw3vRe7G+0sL3CyJztlTxxIJqxR5yW324cSnK4CoVETEKYkvLmNnNWk8NFpFpGgyX4Gikzqk0kjFTLOa9bLIOTw7G7PCik4oD6zj3idHx+aV/Kmm2s2FfP3B0VvLSsY73cQ21sCggInDkII8EZQkmTFRG+CerpzN7mGrLCohCJRERqpFQ1H5lrejAklmp0Bd9iSj0fjzzsGD7lsUEqkRApV1NuDjSdsVWsOYFPJSBwZpEWqebxCVncNjwViUhE5IExts7sYEelMeR1lUY7EomYcVkGhqX6zC2qD4qgdHu8XPXNVlbePoIu0VoUUjEmh5sdlUa6xGj9kQ3BiNbK6Z+oZ0t5c4e27rFaCut84mBNix2ZRMTeGhO5VSbO+3gjM/vE89YFvTqIjWkRauJ0ig6RngBTu8cSrpJy74+5AcJjKzd/v4PRmQY6KQJTwuLDFHx9RX8u/3oLXi9sKW9mS3mzf/HUaqATp1Nw7aDkoGnuWoWEpHAVVUYbcULq9WlPpFrOuKwoBiSFY3O6CVNKabA4Gf7O6gDhEXzRi3fNz+G5s7tww5zt1JgcHUyf7C6Pf4M2GPl1ZixONwqpmKsGJrFmfxPvrtmPxenmgp5x3DosFY1c0uHeAJf1S2D+AcMol8frj5hsJVar4JXzezD1040MT4vkukHJvL6ykDdXFQWcJ5eImdA5yv9zSaOFzzaV8Xm2r6brNQOTuXZQEilHWfZAQOBMpKLZxk+5Vby1ugiT3cUFPeO4d1QG9eZDrxlM7d5fu9PDld9u9QuP0Vo5NwxOoV+intImK8nhSkobrUz4YB0Fdb5IygarkwaLk1EZkfyYW4XXCy6PJ2SWAsDu6hZmrSsmUi3n3em9WJRXy0cbSnhrdRGX9ktk1LtrO1yTW2XijZWF/Ofcrhg0ch6bkOWvJQ3w7ZZybhySwsvL9nW4ViYRcXaXjnUjQxnKgW9TSG938cqKfRTWdxxLR2VEnvbrTwEBgSND2CY9QyhptBKtlQe4lp5utBwwm0nShANg0EipaPrrkY9heZ/hFcuxJE06Rk947IlSag5yvO6M21SOyxx8F1VAQODYI5H4IgFahceKZhu3zdtB14NcKtvTJVrLorxa7h6ZwbDUCFYW1gc9r1e8Di9ePtlUyoWfbeKG2dv4bXc1xUEEvvZEaxV8d9UAMg6qsZQSoeLVqT14ebkvMiFRr6LR4qTW7ECv9O1Hztleyd66jtEfiXolv980hGht4CKib2IYb17QE5PDzeyDaja24vXC4r0d60Wq5VKmdItlz0PjeG1qdx4Yk8EfNw/lj5uGkRzeJq4qZRIen9iJ0RmBqdVhSimfXdqP2+ft5Jbvd1BjCp2aLXB6EaaUEqNToJRJqDXbKWm0Bj2vwmgjQt32N3uwa7RGLqFvYmgzvt7xYeyrt/D61B68sCSfuxfkkFdrorTJyturi3jgp1x+vWEIuoOiekdnGLhmYDLzdlT676OQBtZttLrcPLlwD0abiz/yahiUHM5ZXQKNZdRyCb/cMJhkvU9YL220Mn7WOp5ZlEdRg4WiBgvPLMpj/Kx1lIb4DAQEBHxUGm1c9tVmbv9hJ3tqTJQ123hnzX4GvrnqkHXxpWIR4aq20iF768z+tOKJnaL4aGYf1hU3csmXm7nimy08vySfKpOdunaCZp3JQWqECr1SFvBdpT5EPdcYnZJd1SaWFtQx84vN9IrTMTbTwPC0yJDftwAfbiimxuS794i0SO4bneFvW1JQR5+EMKb2CKxJr5JJ+Pn6wSSFH/0mXoJexc/XDybhoA3ALtFaPrukr39+JCAgcGYjRD6eIZQ0Wk97s5n8A2YzyRrfIiJSIyW/xnaoS0IicprRFs7FkjAer/TkTeeLUmooNbfVcpFFdAXAUZ2NNGPKiXosAYEzmq3lzczbUcll/RKJ0cr9C4D/Z+++46Ou7weOv27vu9xl70kSCIQR9hDBgeLeA9x7W7Xa1p+trbZqrVprVereWxy4EZQhe49AIGTvPS63x++PgyNHLgwFQsLn+Xi0j/a77pOQ+4739/15v7u778QMnl5cglYh4+mz88IeRy2X8shpuUyfs7d2ksPj4801Vfy0q5klt00KCdDtKytKx8+3TGRjTQdb6jpIjtDg9vm58eNN1HY4GZcSwa7mLjw+P0NiDfyrZRfD4g3cNTkDh9vHhup2onRKEoxqpFIJEomE/Hgja+6ewo6GLirb7QyJNZASoSHOqKZk97H2MKjkODzeYFH8Nnv4l0E6lZxB0Xruju49WAuBQOm7s0axubaTjTXtROtUGDVyHluwk7VVgZcwpc22AV9eROhp327w+3J3Wz8oSheyzqRR8MiMHObvaOzRyEanlDEtK4r31lUjk0pYVhZaOw1g+qAoPlhfxauXDKfD7qGxy0l2tJ6SZhuVbQ6yonRsb7By4/jUHm/8W2xulpQGutb6/XD1Bxt46JRB3DopjW31VtIsWsYmR5BgVKGUy/D7/Xy2pTZsdlFJs43PttRyx+R0JBLJfn8fgnC82lrXGfzOdddmd1PY0MmMnGi+L2rssf66sSnEdru27MmCjNIpuXNKBue/sTp4/bM6vfx7cSk/7mji6bPzuPbDDQC8srKCe07I4JklJfz+xKxAyZaNNVw/NoX/LC3t8ZljkiMoa7GFnN/+8sMOXrxgGG+srqTD4WFwjJ6bJqSSatbi9vnw++GN1ZV8V9TAntNZlF7FQ6cESrWsrmxFJZcxKsnEiZlRPHKai3VV7Vi0CobFG0kwqVDKfl1zq8GxBlbcOZni5i7KWmzkROtJs2hFMzhBEIJE8PE4UdZqG/DNZoraG1FL5USrAw+wUXo5vxS78fr8yKSHdiOuK/sSideBLXHakRjqYROt1rGmqRI/PiRIkWpjkKrMOOvXoBXBR0E46rw+H2/sngr5wFeFvHHpSP78/XbWVAaCY2aNgkdOy6WosYttu2tLRWgUpJg1VLTaManlpJq1NNtcTM+K4q01VcHAY3cVrXa+295AfpyBaIOKOIMKbZiaSkkRGpQyKVvrOrjni600dLmQSODMIbHcNCGVy99Zx9iUCOo6HExMs3D1mGQe+KqQqt31oWL0Sl6+aDgnDYpCq5QjkUhIjtCSHNFzeqdRJWdMkokpmZFMz4qirsOJUSPH7vbxxMKdnJwd3WOfQ//9+rngzdUkGNW0OzwhWSUAn22pY1yq+Td/jtC/ROtUaJWyHt8Vs0ZBZpQ2mJV4YX582Hqmg2MNfHbVGG6ZuynY2GhwrJ7HZg7mL98Xcd6wWLbWdTAkVs+Oxr1Bdq1SRkakjvu/2sacFRVE65UYVXKq2x04PD5yovXcPimNnU1d5Mcb2XdypX+fJS6vj4e+K0Ipk5IUoebhU7NJs+z9rrXa3PxS2kJOtJ4dTdYewdK31lQxa1QSkSLLSBDCenttVa/r7vx8MyvumMKfvt3Oxxtr8PkDJQ9uGJ/CgycNQtctu3lIrAFgd6mEXSEv3vbYUteJXAInZUVR1GhlXXU7ZwyJ4bqxKUTrlKRZNHyyqZb/XZDP7ZPSeGVlBQ6PD4kETs+N4daJaVz+7rqQY0brlFg0SsYkR3BhfjwzB8fg8/mxujz886diSlts3H9iFufkxYVkY0dolERolOTE7Fv6RM2w+MNXWiopQkNShAYyD9shBUEYQETw8ThR1mJncvrA7gRa1N5Ioi4C6e43/pF6OR4fNHS6iTcdwo24349h1wc4I0fiU0ceodEeHtFqPS6fl0Z7FzEaAxKJBIU5G0fd6gPvLAjCIavrdFDWYmd1ZRtJJjUjE00kmdTBkhYSJKjlgf+9q9nGNR9u4PZJaTx4UjYurw+pRIIEP7d/tjmwvQRMajnPnz+UmnYnepWc7Q2dJBjVFCRF8H/fbut1LJ9vqWNlRStvr63i76cP5tqxyVi0oee6qjY7RQ1WhsQa+P6m8Tg9PtodHr7ZVs9V763n/GFxnDs0nms+XM+7swo49/VVwUxFgAari3PfWM3au0/Y79RUCGRXvHn5SP76ww7OfHVVcHmcQcUbl44g/TA0hZFIJHh8fnaFyfwC0CgGbmkRoXfxBhWPnpbLPV9uBQJB88fOGIxSJqWyzU6zzcXS2yaRFaXt8R2BQN3HFpuTf8wcjF4pR6OQYtYoUCtkvHnZCCTAd0WNXDoikZFJJhbtauapRbvIitSxoVtd1Uari8Zumc5FjVbGpkawpLQFl9eHShb6ItSsUYStzery+ihptlGQFBFc1mJzUd3hYESiiVFJJobFG/lwQ01IMEUllx7yy1ZBOJ7s7xrh9YFSLuWli/J55LRcrE4PRrWceIMKjVIevJ4W1ncyMd3CTRNSGZVk4qlFPWsnGtVyHp85GLNWydSsSM7PjyfeqOaJhTsxqRWcOzSOb64fx8Pf7+DWzzZz4bB4Pr5qNBaNAp1Sxhurq7jk7bXBWrIXDY/nqtHJbK3rZHtjJydmRvLp5lr+/uNOfP5Azck5F+TzxE/F/Pn7Ij6YXRAyTVwQBOFYIIKPxwGP10d1h4O4/XQqHQiK2hvIjdhbJDlSF/jzrmk7tOCjsrUQZftOWvJ/d9jHeLhF727eUGlrI0YTeAurMOdgK5mH3+8XU68E4TCqbLNz/hurg1N8IZD59O3145iQakYukyKVSrh+XCrvrqsGoL7TyUPfFQW3/8P0LNZ3CzScmh2NSa1gSKyBP369nS11ncF1BpWcd2aNpLHLHbLPHia1nC5XYFrz/V8VMjzByCndsguLGqzMfHkFwxKMpJq1VLXZWVvVxlfXjePOKencMiGNZxbv4uK313Dm4FjmbqoNCTzu4ffDPxbs5PVLRoRkfuzL6/Xx6abaHnWo6jqdXPz2WjbcM5WoXvY9WJFaBZeNTOStNeGzV84fFv8bP0E40qxONzKpJNih/XBQKWRcUZBERqSWJxYW8+dTs7njsy3BRg8QCPQtuHkC0XpVj2vj6so2rv1oU4/j3j0lgzijkj9+sz0ky/Cq0Un868whvLi8HJO69wd8mVRCc5eb84bFsaW2A51Kjsfrw+72oVZIidKpmHNhPlOe/wXnPl2zf3dCBvHGwH1bg9XJn78r4qUVexsuSSTw0MnZ3D4pjf/+UgbA7ZPTRMBBEPbjmjEpvLSiIuy6a8emEKNXopDJMKhCv0c7Gq2cPGd5cFaARAIvXzScdIsWo1oRUlZELZfy7qxRPPTtdjbU7G08p1PKeO2SEfy4oxGLRkm8Sc0rFw/nsZm52Hd3kv5oQw1pFi1vra0MBh6vGZNMToyes19bRfcEy/OHxTPngnxu/GQTjVYXV76/nvdmj+Kc11bz5++3MzXTQqxBTHkWBOHYIVIEjgNV7Q68Pn/YqUYDRbvLQb2jk+TdzWYgUPNRKoGatkPreK0r/Qyv0ozLPPQwj/Lws6g0yCRSqrpCm874nK142kv6cGSCMLDYXB7+/N32kMBjYLmX019ZGXwggUCm34X5PYNguTF6LsyPD3a1jtQq+fc5Q5FK4L4vC0MCjwCdTg9XvreeB6Zn9TjWhFQzd05JZ1xKBDMHxyCVwCPzd1DVZsfu8tLQ6eSZxbv47wX5xOpVbKhpx6xV8MIF+Ty/rBSNXEZ2jJ4Hpg/i/mlZjE6KoLC+s8fn7LGxpgOry9PreoCaTidPLQp/3ulweFhT2bbf/Q+GVinnz6dkk2jq+UD1wLTMsMuFY0NVm503VldyzuurufittXxf1BD8Lvh8fuo7HdR1OvAeoH5jbyJ1Ss7Oi+PDKwr458LikMAjQKvdzcxXVlLdHloLuqXLxcM/FLEvo1rOpHQLf/h6e4/pzW+uqUKrlOHz+8lPMCLvJdvwvKFxpFu0PPxDEZePSqTV7uaTTbV8vqWWTzbVsL3BSk60jvX3TOX6cckMitIxOd3CV9eN5Y/Ts4jQBF6cLt7VHBJ4hMBLgb/N38G0rCh0ShknZFiYmvlbw/uCMLBlRmm5flxKz+WRWm4Yn4pU0vPRuLLNxsVvrQ25zvv9cP1HG/mhqJGbJ6SGbD9rVBJvrakMCTwCdLm8XPfRBu47MZP43dcqvUpOeqSOIbEGGjudPPjtdv6zpIRnzhlKglHFfSdmcMvEVKrbHT1eLMzdXEubw83wBGPw+DsausiNCZSHsIYp2bIvh9tLXYeDpi7RrE0QhCNPZD4eB8p2d0UdyJmPO3Y3m0npFnyUSSVYdHKqDyX46HOjq/gGR+x4kP66gstHk1QqJVqto8LaremMJQcAZ/0aFBGi6IogHAyv10ed1YnPD3qlLKQ7LkC91cV766vD7mtzedlY006aRYvf72fO8jLGpZg5Oy+OuZtrAwHK3BjijCpum7uFe6Zm0tjl5Lyh8aRZtJQ0d/HF1vAd6tsdHnw+PxatghabG6NazqsXj2BHo5XrPtqIy+Nj5uBYvrpuHA9/X8R3RQ2sLG/lnqmZTMmI5JzXVgVrUS0paeHNNVW8cvFw2h1u4oxq0ixa/nJKNq12F8XNXSwv79lQAyAzSodW0fs5scHqxOH28rcZObyxurLHNFKA7Q09O2j/GhmROn65fRLfbW/kk001ROmV3DEpnexofdgptULfq2izc8qc5ezsFhD8elsDF+bH888zB/PppjpeWVmB1+9n1qhErhmTTIq5Z13Rg9Hh8PDTrvDd4+s6nVS22dEqZXS5vEgloJBKKG/tOY3/rCGxfLQx/Hce4PXVlbx0YT5ROiX/PX8Yt366KSQrKSNSy7VjU3B6vPxww3garS7K27p4c00l2xqsZEZquXG8hHaHloJEE8+eM4wOpxulTBpy/mnqcvL4wmIMKjmzCxKZnB6Jz+/n68J65m6uY+7mWhbcNJ5ks2jsIAgHEqVT8ddTczhvWByvrKjA6vIyIyeaFLOGGS8t59OrxjByd4mRpi4nVqeXpi4Xm2o7wh7v4R+K2P7AdH7c0cia3S8nTx8cw6Vvrw27vdXppbDeSqROiUWrxO310WB1IpXA04sDL+9WVrQxa6SLNy4dyRMLi/loYy250Xpeumg4XxXW88bqyuDxXl1ZyXXjktm4O9BZ2mIj1qDC5vYi6TmRIcjr81PS3MUzi0v4rqiBCLWCe6ZmcnJ2FHEiW1IQhCNEBB+PA6W7g4+xA7gDaFF7A1qZkkhV6MNKlF5OVevBBx/VdcuQudqwx0443EM8YqLVeiqsbcH/L1VFINPF46xfiz7nkr4bmCD0EzXtDl5ZWcFzS0tpsbuYkm7hyTOHMDTeiGZ3wM3l8YWdkhw8xu4mFV6fn9IWG88uKSVGr+S03BiidEpeXllOYb2VCI2CEzIsJEdoglM/7W4fYWrVB7m8Pr6/cTzvrqvmnLxY7ptXGJKB+dzSUj7dVMv7s0cxd1Mtr66q5K4pGdw3r7BHEXyvz8+9X27l51sm0tDpJMagQi6TEq1Xc8fkdN5YU9kjywvgT9OzMISZXtpqc7G0tIU/frONwnorqWYNt01K44qCJH63u/7eHiMPUDPyUKSYtdw4IZXZBYnIpVKUcjGR41jl8fp4ZUV5SOBxj0821XJBfjxP/FQcbB701x928PrqShbdOpHUQwhANne5+Km4CYVs/+VG6jqdPLZgJ19vb8CiUXLH5DTevnwUd322hWvGJpNu0SGRBJpHvbCsvNfjNFidtNndONw+vtvewJfXjmVZWSsNVidjkiPQKWXcN28rc68eg0IuYXVlG7fM3Rzcv6LVzk/FzTxxxmBidEoSTOqwUyRdnsDLh4+uLODFZWVc9f56lHIpF+XH88W1Y3h9VSV58UZ0YRpOCYLQk93j5fqPNnLyoGiidEreXFPJ5tpA5v+1H27g6+vHsrOxi/vmFbKuup1Prhzd67F8fmjpcvLBFQUUN3Xx9bYGorTKsA1o9thS18F766q4dVIaAG12DzF6JTUdgczK03NjcHh9nPrSiuA+Fa12ftjRyH/PG0pJs43FJYEXLPVWJxHdrs15cQa+3lbPHZPS91uCoajRyvj/LMHq3JMdaefK99dz3tA4Xrwwn5gB/MwoCELfEXfrx4HSFhsxeuWAfjgramskSWfqUcfpUIOPusrv8GgT8Oh7Tsk4VkWr9VR2hWYrKSIG4RRNZwThgOo7nVz+7loe/qGIZpsLvx8Wl7Qw4bmlIY0k9CoZCfvJKipICgTW5DIpZw6OBQLNWt5aU8UrKyso3N3ZelKamQiNIuRcZVTLidpPd9r8eCMFSRE8fXYedZ3OHlO/AWo6HMwrrKfe6kSrlCGVwP8uzOfDKwr47OoxXDc2JdiIosXmpsPp4eEfimizu3B7fKypbOPDDTU8f94w9Kq9GY5quZTHzxjMT7uaWFLSjN29dxqX2+vj4421nPP66uDPV95q5/6vtlHUaA2Z2pZkUpMVpev1Z/y1tEr5gL62DQQNVhevd8vU2ddnm+s4eVDodOGKVjvvravGu7+ofDcOt5fXV1dw8dtrcXn9IX/D+1LKpXyzvQG/H5ptLh7+YQePzt/BW5eN5J211Vz01houfHMNy8tamZ7V+zTmKekWVle2kRapZWNNB2e9tooFOxupbLPz6I87mf3eemaPSsKoktFq8/Cnb7eHPc5f5++gw+nhD19to7bD0WO9SS3n4Rk5XPL2Wr7cWo/H5ycrUseU9Eicbh/3TM2gze7GH+6tgSAIPWyp66S2w8nba6t4eWVFMPAIgRIjNe1Opr24nLVV7fj9gZlUvb3UkEoCs5DG/2cpV76/nrIWG1IpwXqt4eTGGPh6ewPTXlxOXaeTv3y/nb98X8SEtEBj0OvGpfDwDzvC7vvQd0Uh07zHpUQES7bEGVTE6JWcnhvD9EFRWHq5r2h3uPnD14XdAo97fbalLjhjrjunx0tZi411Ve1sq++kuevQSloJgiCACD4eF0pbbAM+hX57e31Ivcc9og0KatrcB/cA43WhrfoRR8yYQCXpfiJWrafR2YXdu7fYtcKcg6thPX7f/mu0CcLxrqS5i8UlLT2W+/xw5+dbaLIGMhoTjGr+eebgsMcYn2oOydA6eVBU2Bq7MqmEP5+SjXGfDMIEo5pHT8sNe+zpWZHBOoZ2t4c3e2m0AvDxxhompJn5YHYBf/p2O+e9sZpL3l7LRW+twePz8folI4IBSK/Pz/9WlNNkdbGrpYspz//CEz8V8/GmGl67ZAQfXFHAB7NHsfKuKSwtbeEv3+9g+pzlFHWbOl3b4eD+rwvDjuWlFeWcOzQOCDwcvXzxcBYWN/U6dmHg8uPHvZ86jm6vL2yH5nfWVR30A25dZ6AhCwQaLd03NXzJkTMHx7CyvLVHpvHikhZKWmwh06//vaSUcSkRYbOHlDIpf5g+iLumZLC8rIUXL8hnYqqFlRVtfF/USLPNxQPTslDIpFhdPjocHlq7NaTozuby0tzl5vllpdz48cYeP7NMKuGtNZV0OALX85mDY3hgehYP/1DEuW+sZvx/ljLhP0tZWNyEw33gGm+CcLzr7XwkkQRqP7Y73HQ/JX22uZbrxoZPSrhydDJvrK6kqctFg9XFV9vqeXZxCf93cnbY7celRFDdbse2ux7j/327nZsmpLGguImTB0URoZHj9fmD6/fVancHX7jJpBJum5TOW2urKEgyMe+6sUTplJw3NI40s6bXn7/d7uHrbQ29rv9sc2gZmCari38vLmHov35m9L8Xk/fkz5z12kqKmw5PKRVBEI4fIvh4HNjV1EX8AK732OTsotllCxt8jNLL8fj8NHSGv+nvTlP3C1JPF/aYsUdglEdOjCbQ8Xrfuo9+jw13y7a+GpYg9AvzdzT2um5tVTudu5usSCQSTs+N4d1Zo4LBQKVMyvXjkvnoigJUMgnbG6y8tqqC+Tub+P6G8fz99Nzge4yhcQbemzWKeYX1tDtCz0cyqYQL8uN57ZLhwdq8armUWyemMefC4XxZWM/HG2to7nKj3M+UUoVMyuAYA08sLObLrfXB6dMen58311SxsLiJq0YnoVfJMKrl+P3QZHPx5E+7gp12fypu5uK31jL73XVc8f563lpTidPjZXK6hZMHRfGvn3fRsXv8zTZ3MCCyL58/UJD/y2vGcsbgWK58fz2ufbr52t1eSpq7+GhDDS+tKGdzbYfIphiAonUqLhmR2Ov6mYNjwr4AUEilB/0esNHqxLH77ysnRo9BJeeR03KCGcVapYy7pqQze3QyT/xUHPYYqyvbyN/duGGPe+cV8u3145iWGRlcNirRxJLbJ5EZpSXOqMbnh1nvruOkQVF8fs0YPryigDcvHcmORitzlpfh9fnxHSArUS6V4PUH6mDWdYZmP7ba3Xy7PXCeUsul3D4pnaveXx/S/KKq3cHpL69kV3PPjCVBEEINTzCx7/uO68el8NV147hlQhpFDVbmXTcumGH41toqRiSYdjeBCryMMKrlPHjSIKZlRjFneRkQ6Er91XXjGJtiJs2s4fVLRwTvF1RyKVcUJPGnkwfxYLcs6F3NNqJ0Svx+eOCrbbw7qwCtcv8159VyKUPjDPx40wQyI7UsuW0S780ahUomJd2iZVpWVI+61d1JJPTaJCsw1r3rfD4/n26u4Y/fbA8JiK4ob+OkOSuoarPvd6yCIAjdiQIxx4GSFhszc2P6ehhHTFFb4O1duOBjjCFwk1DV6iLetP9GBNqqH3BrE/Hqen9IOhbFaQwAlFtbyTEF/p3l5myQSHHWrUEZNawvhycIx7T9NShRyqTIukU/zFoll45I4IQMC10uL0qZlFi9ii6Xh0cX7OTpbp2epRJ45LRclt42ieoOB+Utdv74zTZabG5umpCKaZ/sx0idkqtGJ3NydjQ2lxcJMK+wnrwnfwrWmkw1a3jmnDy+3FofdrwX5cejUUj5paxnIAfg3XVVfHjFaEYnRfDhhhoA1HJZsHZUd3vqVRnVch46OZsvttbRZvcwOd1Cc5cLo1qBUrb/95d2j5fL31kXPNaM3Ojgui6nh2+3NzDrvXUhtTQvzI/nP+cOJU40zhgwlHIpd5+QzocbqmmwhgaXJ6RGIEFCZZgH2JsnpBIdpu6Yw+2lqt3BV4X17GyyMj0riqFxRlLMGipaA8e5d14hUzMj+eeZQ9CrZHh9fuINak5/ZWWvtVsjtUoemZHLe+urg52lt9Z18sySEj64ooAOhwefH8xaOVG6veOamhlJi93F3+aHTpNMs2h49eIRTHtxGX+fmUuCUR2s6dZdhEaBw+MNvizY0dhFXtzeIKhMKsGoDtyunzcsnnfXVYWtJ+fx+Xlq0S5eOH8Y6v00hxKE412MXsn/nTyIv83fCcAfpmfh9fk589WVITWP75yczl9OzeavP+zg5k83MSMnmm+vH0ddpxO720t+vIFhTy3C74ffn5iJTCoJOcbYlAjeumwkGoWUyjYH87bWc9Gba3F1y7zsHgjcVNvB1R+s59OrRmPWKMJmS8cbVaREaPjqujEUNXbx7JISYvQqLsyPJ8GkDjk39SZSq+DS4Ym8vS78TIrzhyUE/3dNp6PXKeCVbXYK6ztJiug9y1IQBKE7kfk4wFmdHhqsrgH9IFfU3oBRoSZC2fNnNGtlyKUSKlsOkE3jdaGtXogzetQRGuWRo5TJsSi1lHfLfJTKNciNaTjrVvXhyATh2DcjJ7rX7KorCpKI3udGXiKRYNEoMarkmNRyNEoZKyvaQgKPEMj8e/Db7VR3OLjuw438/qtCSpptxOpVyKXhL70SiYQkk4asSB1fFdZz37zCkEBJeaudmnYHZ+yuKdldXpyBS0YksKOxZ1OPPdxePzF6JRqFNNg916yV91pY/qrRSWgUMk54YRlPLSrh1VUVXPPhBs57YzVVbXai9Ury4gxh943UKnF5fMEgyV9OzQ4p/1HV7uDSd9b2CAR9sqmWjzbWiPp1A0y6RcfyO6fwx+lZZEZqGRpn4MULhvHOrAK+2NKz03tBkomz8nr+nbu8Xn7e1cyQf/7EPV9u5cVl5Vz01lpO/t9yXr14OGbN3qD4ol3NXPvhBi5+ay2XvbOO11ZXcN7uUgD7kkggP8HIYwt3ck5eLB9fUcCo3Q2STCo5Fo2CzCgdg6J1PR7u4w0qHpvZsyTD/52czfUfbaSu08mzi0v511lDetSNk0rghfOHhQQu963/GqNXcfeUDAAyLNpgfbdw1lW1Y3WJciuCsD9GtYI7Jmfw7Q3jmJkbw8hEI0/+vKtHs7X/LC0l3aINllH5eVczrXY3n22pZXiCEblMit8PZo2CguQIHl9YHDxGlE7JuBQzqyvbMGuU3DZ3E++sqwoJPAKclhMT8gKw0eriiYXFvHrJ8B7lKBQyCf86K48bPt7IljorM15ayUsrKnj0x52MeHoxH2+spanLecCfX6uU8+cZ2WHrUv7uhAySIvZeqx1uH/WdvR9zfXX4LuCCIAjhiMzHAW5Xc+BBNMk0cIOP29sbSdZF9Gg2AyCVSog2yKlo2f/FWN2wCqm7E0d07x3tjmWxGj1l1tBsJ4U5G0ftyj4akSD0D/FGNS9fNJzrP9oYsjw7WsdDp2Sj6Tb9yeXxUtJi418/72LRrmZiDSr+fc5QHlu4s9fjf7yxhnPy4nhnd4bBA9Mzw9aD7K6u08G/Fu0Ku+53X27l6+vGcfGIeD7cUIPT4+PMwbHEGlQsK2thULS+1+NKJOD0+Ljmw40oZVLmXj2aRKOGP56UxdmvhTaokkklXDQ8gTNf7fkCY1NtJ08v2sXjZwzmvVmjOPGFZSEZGmq5lHcuH8mnm2q4ZEQCd01JJztKH1I776ONNb12+H7y511cNDyB+AH80ux4lG7R8vCMHO6Yko5MIglmNc65KJ8bqtp4YVk5Xp+f68elMDHNTKKpZzZNTbuTC95c0yPzr7rdweMLdnLbpDRWVbRyYmYkP+8Kzej9cEMN864dy5qqth5B+jkX5GNUyRkcY+CeLwtRyaVcPDyB+07MZEisHlkvWb5er48Op4dLhwcyov+7tJSaDicTUs3kxugp3d24YVNtB6+tquCLa8by5dY6tjVYyYvVc1ZeHP9bXs6yssDLw2i9kjRLzw7fMwfHMCM7mrpOJ+mWQIObcDIitT2mkwqC0FOkTsmMnBgKEk1ct8/1v7t31lZx8fAEXlhWxgezCxieYGBqxjA0SjltNhenZEeTHKHm/XXVwX1unZjGCZmRvLaygm+21bOstIW5V49hzrJy3lu/d7vkCA13TknnkrfXhnzmlIxIkowavrxmDHM311Hc3EVujJ5z8uJ4ZnEJKyvaqGi1k2hSU92t/MLtn21mSobloLIfMyN1LLtjMvO21jN3cy1ROiV3TE5nSKwhZEaISi7FpJbT3kuJldyYw99IThCEgUsEHwe4nbtvsBMH6EOcHz/b2uuZEpvR6zaB4OP+Mx+1VfPxaGL6VZfr7mI0BoraQ4tHK8y52Mt/wOfuQqoQNweCEI5eJeei4QlMSDXz8cZaajocnDUklhGJxh7Bj021nUz+7y/BzIVdzTYWFjdRt5+sgLpOJyMSAhlUVxQkcfpBlMDw+un1mG6vn3fWVSGTSEgwqpFLJby0spxt9Vby4gx8ee0YBsfq2VbfsxD8GYNjkQALbh5PcoSWlAg1cpmUcSlm7pqczrNLS4PbjkuJYGV5W69jfHllBfdMzWRonIG1vzuBRSXNLCttYVi8kdMHx5BsUjMp3YxSJgvbjXrPi7Fw6jqdB93lWOhfFDJpjwZ48UY1Zw6JY3pWFH5Ap+z91rSwvjOk43p3C4qbefa8YaypaOPMIbFc/cEGdjbt/TvTKWXEGlT8eNME1la188XWOixaBdOzojBrFFz01tqQadGbajsYnxLBO7PCz4ioaXfw6qoK/vtLKW12N2fkxvL3mTl8X9TIN9saGBwbmhX8484mft7VzGm5MQyNM3DjuBQe+r6IeYWBMgoRGgXfXj8+7MvieKOaNy4byc4mK3a3j8/DZIsCXDs2uUf2liAIvZNIJGHLIexR1+nkvhMzuX1SGkkRGjTdShpEaJXMuTCfD9ZXsbUu8D0+Y3AMqWYNl3YLKO5qtjFvWz0fzi7g3qkZtNrdaBQyovVK/rOkJKR28llDYrmiIIlGq5Nz31jNGYNjGRpnoLzVztmvrQq+eKm3OjFrFCHBR78f5m2tY2hcaO3a3qSatdw2KY2rxyShkElRyXuWa4gzqLjrhAz+FmbqdYRGwYjdGeKCIAgHQwQfB7ji5q5gc4GBqLqrnS6Pi5Qw9R73iDEoWFfR+4MuPi/a6gU4Ysb2qy7X3cVpDCyq24XD60YtC2QXKSIHg9+Hs34dmqQpfTxCQTh2GVRyBsca+POp4acQQ6ChxU2fbOoxZaqwvpMxyRGU9NLoYUq6hexoPUtum0RujI7Ig8hI0CpkjE2OYGVFW9j1o5MieHZJSY/mEu12N1qFjLlXjeGSt9ewqXbv9MypGRYePjWbE15Yxp+mZ5GQr6as1U6UTkm0XsWfZ2Rz44RUlpS2oJBKOHlQNM8sDp99CdDl8uLz+5FIJKRZtKRZtFw1OjlkG2WYB5k9Ts+J4a1eOnePS4lAK2rWHXe0+wk67tFq23/zOL8frhwT+Dv86ZaJ7GruYmNNB5mRWvLiDCRHaJBIJEglEl5bVcGu5i52NXeRZFJT29kzALGioo11Ve0YlHIaulx4/X4itQqkEgkXv70mmLEI8PnWOr7eXs/HV45mU20HFm3PLtken5+vCutRyaWcmh3N8AQjfzxpEM1drsD4TJqwszgAYg0qLFo5P+1s4j/nDuX+rwqDTXY0ChmPnJZDm82NQTUw7/cE4UgwquVMTrewtqo97PrJ6RamZkSi6uWalG7Rct3YFNrtHlZWtHHduFRmvbuux3Z+fyAz8Zmz85j13nqSIzTcPy2TK0enMCM3lopWGxPTLCTurtvo8/uJ1ql6fdEwLN7IU2FmSDQf4By5L4lEgl7V81y1h0Im5ebxqZQ223h77d5rdoJRzbzrxpIi6j0KgnAIxB3KAFfcZCNpPzez/d329kAHyHDNZvaINSpo6fJidXjRq3vePKiaNyBztuCILjhSwzziEjSBt5xl1hZyTYE6WXJjKhK5BmfdShF8FITfqM3uZn11z4eTjzbUMPfqMXy2ua5HYNKoljM9K4q7Pt+CXCbl+xvHH9RnReqUPHnWEE54flmPdUkmNSlmDV6/H4mEkCynWaMScbh91HQ4eGzmYOKMajocbqxOL5tqO/hiSx2nZkfzyI87GRpv5NzXVzMtM5KXLx5ORqQOs0bJ4FgDPp8/GFTtzZR0C/rfEOSYsPshq3vWBgTe/zx55hAsuv03CBOOT/vLskk0qYnQ7P2bTDCpSTCpmZIR2WNbnVKG2+sjzazljsnplDR3MS0rmi6Xl6d+3sWm2r3Tmt9aW8Wqyjb+9XPgQT8v1sBTZw8JCTzu4fb6eXpRCdePS+Wn4iYuyI/n0021Pba7YVwKH26o4b311dR1OHnyrCEY1b0HAPZQyGSkR+n438oK3ptdQNfu+o56pZy31lby+MzB+w36C4IQyur0cO7QOF5ZWUGXKzSrWi2XctHwBKwuT6/BR4AYg5obxqfyv5XluLy+HtnZY1MiuGtKBkpZYArz59eM4e21Vdzx2Rb+e95QLh4eH6zl7Pb4qGi10eFw8+jpuVz74YYenzcy0US6WcuQWAOr9nlJeVrO4W8wGmdU8+y5Q3nw5EGUt9oxqeUkmtQkGNUD9vlSEIQjQzScGeB2NFrDFhQeKLa31ROt0qNT9P6gGmcM3NCX91L3UVv1I15lBG5j5hEZ49EQqzEgQcKuzr11HyUSGQpzDk5R91EQfrPebrAdHh9P/lzMdzeMY3jC3qlOk9IsvDdrFPfOK2Rbg5X8eCNK2cHfpGdZdHx8ZQGZkdrdnw8zc2P4/sbxNFgd3DEpnXnXjuXq3VleeXF6Zo1K4tSXVnDSnOWc8eoqCp5ZzHNLy+h0evjz90U8tbiEy0cl4vT4cHp8SCTw065mTnt5Zci0s/JWG5P++ws2t5eRYYI9MqmEp87O22+n8ANJMWv46ZaJzMyNCSacZ0Xp+Pb6cQyLP7gpY8LxJ86g4tIRCWHXPXvuUBK6lZip7XCwvKyF11ZW8ENRA9vqO/lkUw3fbW+g0+nmmXPyiNQqmfjcUi59Zx0XvrmG38/bykOnZDMpzRI8jlwqoa5j7/1DrEHFF1vDZyMBLC5p5tTsaOYsL+e8oXHcOjEN7e7asREaBX+YnsXgWEOw9turqyqo7Thwk4g90s1a/u/kbB5bsJMbPtrIDR9t5B8LdvJ/J2eTHqZepCAIAY1WJ5trO/huez2/lDZT3mpDQqCu4/uzCxibEhHctiDJxAdXFPDO2kr8/sB18dtt9by2qoK1VW00WEO/s2kWLYtumYhmnzIjp+XGcPukdG6fu5mL3lrDqS+t4JK315IXa+AP07P4x4JiWuyBlwg2l4evt9WT/9Qi8p9aTHmrjZcvGh58jlPIJFwyIoG/zsjhjFdX8vCpOSETtsYkR5AVdWTKLEVoFGRH6zklO5qxKYGavCLwKAjCoRKZjwNcUYP1oGqM9Vfb2uv3m/UIgZqPEqC82UVewj435n4/2qr5OKNGgqT/xuIVMhnRah2lHaEF9hWWXByVP+PfPT1SEIRfx6JVMDndwtLSlh7rft7VzEOnwCsXD6epy0WXy8vGmnau+2gjpwyK5u+n57Kmso1H5u/kjMGxDI7VH7CZyoLiJh7/qZjfnZBBtF5FglFNbYeDif9dSvvuBxWJBO4/MYuXL8pnSnokJ/9vOVX7ZBLO3VxLtF7JhfmBBjV7KHZ36QQobuqiuLErGLj5fGs9nU4P93xZyNuXj2T+jkbeXluF1+fn7hMymDUq8bAEObKidLw7axRNXS7cPj8RajlxA7Q+sXB4ROqUPH1OHqOTI3jy513UdzoZnmDkybOGMDZ5b+O58hYbZ762iq3dOkPH6JW8dskI7vx8CzE6JTdPSOXfS0K71DdYXVz5/no+vrIg2Gzp7Lw4/vTNtuA2drcX/X6miGsUMlItGjbfdyIOj5dpmZHcPDGVbfVWXF4f762r5vGFxcHtfbtrvJY0dzF/RxNpFg0zB8eSZFKjDpNtJZdJGZlo4uvrx9Kye4qlRas4qCYTgnC8qutwsKaqjUari5UVbUTrlEzOsBCtU3JBfjzXf7SJmyakcv+0LPz+wPPT7XM38/CMHKo7HEx9YVlIbcYp6Rbemz0qWBu60erE6vKSYtZgVMvpcHiQSSXcMTmdc7rVaoRA47e/zd/B65eOQC6T4HDvrSN9wVtrgtfmdruH5q42Hj0tl0itEqNGTlG9ldvnbqKu08nikmamZkSyvrqd68elcNuk9LANqwRBEI4VIvg4gLXZ3TR2uUgeoPU43D4vxR3NnJk8ZL/bKeVSovRyypp7ZhYo2rYht9XQMWjWkRrmUROnMbCrsylkmcIymK6iD/B0VqAwpvbRyAShf+lwuHG4fRjV8uDDv0Wr5IULhjH5v7+EPIAA/HH6IN5aU8W766r4/obxnP5mINv4ioIkhsYZgkGM5AgNUkkgg+K03GhkEikGlTykozYEul0//EMRu5pt3P7ZFmL0Sp4+O4/Z760P2c7vhyd+KmbJ7ZOo7XT0CDzu8daaKt64dAQfbqhBKZOSYFTTag9twrWptoMTMiPx+Hws3t0luNPp4fw3VjNzcCyfXT0GpUzCqysr+N0XW5k5OJazhsT+5gcdk0aBSXPg6aaCsEecQc3dUzK4dEQiHp8fjUIa7JwNgXufmz7dFBJ4hEBg8aZPNvHIabm02d088mP4LvV2t5dVFW2MTjYRrVPS5fIwPSuKS0YkIJNKmF/UwAmZkTz5c/iaqJePTGRzTQdD443kxgTqyNZ2Ont0tO2uy+UJ6Sx/77xCPrtqNCdnR4cNQAJE6VQi4CgIB8Hp8VLRZuf387ZR1Li3GZt0Ifz3vGGckh1FukXDX74vCtlvTLKJEzMjGfH0IiLUCq4fl0KEWsHW+k4+21zHo/N38sw5ebTYXLy8sgK5VIJOKeeps/K48ZONnJQVxXfbG0ICj929uKyMq0YnoVXKcHl8PLe0NKSUSlaUlmeXlDIu1UJlu51vVzagkkn522m5NHe5+HFnI29cOgKP109CLy8rBEEQjiUi+DiA7dh9gU2OGJiZJLs6m3H7vaToIw64bZxJQWlTzwdzbdWP+OR6XBE5R2CER1eC1sSS+hL8+JEQyP5QWAYD4KxdIYKPgnAAzV0u1te089iCndS0O5mSYeaeqZlkRGpRymQMiTGw6s4pvLSynFUVbcToVVw6MoEV5a28sboSgG31Vr67YRxPLdrF1WOSOWnOcgAeP2Mw0Tolb66p4qvCBn4pa2HWqCSWlDRzQX4CmZHa4IOD2+unpGVvM5kL8xNCCr3v6601lYxLMfe6fk/9qQmpZjbWdPDceUP58z4PWXumd8ulUvLi9HyxNbDc5weTWs7S0paQB7Pvixp5ZP4Oltw2iZwY/cH+igXhsJBKJSSE6QoN0GB18kNRY9h11e0OdEoZCUbVfjuul7R08ew5Q7E6PcToVXh8fh7+YQdur48L8uPJjNTyvwuHcdMnm0P2y4nWc96wOM57YzUmtSL4/TCo5AxPMLKxpqPHZ2VEaqlss4cs8/r8XPjWWrbdfyLpkUdmGqUgHC8arU6eWVwSEniEwPXtjs+3sOquKXxy1RiWlDYzZ1k5fvzcOD6VKemRrK9u40/TBxFrVPHm6irqO52MT43gy2vH8tiCHdRbnVS1OdhWb2VjTQcpZg1/mJbFz7dMpLC+M9jNPpySZhujkyJotbnQyKVsbwh9YVLX6eS584Zy/1fbQurQfraljnOHxnH7pHQSTRpkUjGzSRCE/kEEHwew7Q2Bi2ySaWBmPm5rq0cukZGg7b0A/R5xJgVryno+aGgrf8AZNRyk/f+rkKg10eVxUW/vJG53AxqZ2oxMn4izdiX6nEv6eISCcOxqt7t5dkkJj3bLhipqtPL22moW3TqRsSlmpFIJSrmUTTUdFCSZaLW7ueGjjbR3y4QsbelCJZdwSnY0C3c2oZZLeemifJJMGhq7XJyTF8uc5eW8tqqS99fX8MEVo5j5ygreuXxUsDGGSiYlN0aP0+Pj5gmpTEqzIJNK+L+TB9FgdfHzrmbeXFMZzMAsrOtk9qikXn82g0qOXCrh2XOH0mJ38dfvd4RkhVm0CvLi9nb6vqIgmSd+2oXXF2hqc9nIRM56bVWP4zZ1ubj7iy18MLtAZC8KxwzbPs0e9tVqc5NoUjM41tAjO3KPsclmPF4vaRYtN32yiZGJJv500iD8+NlS28k1H2zgzctGsum+qbyzporqDgcnZESiUci46v0NuL1+mrpc/O6LLbw/u4AonZJnzwl0ue3eZClar+S584bx3NIS/nveUKL1gS63n22uY+7mWlZXtovgoyD8RlaXj7mbezZ+gkCgf1lZC7dNSufC/AROy4nGDxh2d4BusKr5cWcTf/p2e3CfokYrH+5uNlfeauOkOSvw7s5uLGq0Mn9HI4+clkN2lI5pmZFMSDUHX9It3tXMm2uq6HR6GByrJ8mkYfLzv3DZyATunpLJ1rqNXDs2mfGpFiI0clweH/XWnjO3Pt9Sxy0T00TgURCEfqX/R1yEXm1rsBKrVwULnQ80hW31JOlMKKQHrtUYb1LQavPSbvNg0gb+7BXtO1F2ltCadvaRHupRkaQLBGGLO5qCwUfYXfex5pe+GpYg9AsNVid/X9BzGqbT4+PGjzcx/6bxROtVaBRSajoceP1+rhubwplDYlFIpayvbueFZWVMzYris021VLY7GBqrZ+7VY3hvXRUfbqzB7fWTF2fg4Rk5fLGljo821vDYgmKuHZvCdR9tZNGtE4k3qokxqHjxgmHUdbr4x487uf+rbcilEs4dGsd1Y1Notrn48IoCbpu7mZJmG2OSI0i3aBkUpWNnU8+XLHdMTmNYvBGjSsbjC3eyvHxvl954o4qvrxsXUp5Dr5Txy+2TqOlw4HT7KKzvDJkK1t0POxpptrlE8FE4ZkSoFWiVMmyu8EHIBJOaVpubu6ekc8PHm3qsN6rljEg0Ut/ppNnu4YHpWTyzqIR/LynB7w9kED94cjYLdzYxa2QCkzMsvLKygr8v2ElFa2gG4/e7vx8ZkToyInW8cP4wmmwudjXZSDNrGJMSwedb6jhvaDyPLyymtMWGRiHj8pGJfHzlaBqs4UspCIJw8Px+P25vLxcxAi8f99CrFFidHoqbrLTY3IEXd0tKe+zj8Pj46w9FXDoyIRh47O5v83ew9LZJJEZouPuLLaz5rh2pBE7PjeGjKwu45dNN/Gn6IC5/dx12t5fXVlVy1+Q03p89iqcWlfD04sD5ZlKahVcuHs6j83ewcp/O1i+tKGdqRiRKef+tWS8IwvFFBB8HsMK6TlLMAzPrEQLBx0HGqIPaNsEU6Mq6q8nJqJTAn7228gd8Mg1OS94RG+PRZFSqMShU7OxoYnJsRnC5MjKPjg3P43NZkSrF9EhBCGdlRWuvAbZNtR202NxE61XEGtS8cekIfipu5s7PtwQbPkxINfPerFHkxRlot7v518+7mDUzl8vfXceOxr0Bwa11ncx+bx0fXlHA8vJWVpS3ct+JmRQ37aDF5g42olHKpFz+zlr2PNN4fH4+2VTLuup2/nnGEP70zTaeOSePS99exy0T00iK0PDNDeO44r31rNgdXFTIJFw3NoXsaD05TyzkiTMG8+IF+TxyWi5lLTYsWiWJJjWJJjUSiQS3x8e66nau+mB9cMwzcqKYkdN70zK/H7y+3/rbF4TDJ96o4v4TM3n4hx091p2SHc26qjasLi8ZFi2PnpbL4z/txOoMBCoHRel46uw8mqxO4g1q3D4fF765lmbb3hqpy8tbufitNXx13Vgq2h1UtNrZVNtBTZiaq34/we9wUoQGpVxKo9XJoEgdJo0Ci0ZBvEHFTZ/sDYLa3V5eXVVBYX0nr14y/DD/dgTh+GPRKhgSq6ew3hp2/bSsvc8S1e12/vD1Nj7YUEN2tI7LRyb2etyVFW3cd2JWj+WJJjWG3Ykf015cFgx8+vzw9bYG1la18+W1Y5m7uTZ4bpFIwOmFy95ZR2u3YOgvZS1c/NZaPrt6DGe/tgpXtwuuw+3F39uNiyAIwjFIBB8HsG31nYxIPPCU5P6o1WWj1t7BSQmDDmr7KL0cpUxCcYODUSm6QJfrim9xRo0A6cDJ2EnSmtjREVrrShE5FPxenPVr0CSf2DcDE4RjnOwA3eC7ry5vtfPA19tC1i8vb+WqD9bzy+2TKUiK4B8zc6lud4QEHvfw++HJn3Zxw7iUYO3FNIsG3e6HlRabi/u/2ka4GvUlzTYcHi93TkonVq9iwz0nBDtPZ0bqeOuyERTu7qqrkEr5fEst13y4Ab8f/vrDDi7MT2BwrIHBsYYexy5ttXHii8twevY+3Cwsbua2Sem9/l5GJpowa8SthHDsUMll3DwxDY1CxmMLi2mzu1HJpVw+MpGZg2O5+oP1zC5IZExKBH/9oYjXLhkBBOqdVrfb+e/SEv52Wi6JRhUvragICTzu4fD4eH11JX+bkUOiScNtE9PJjtGxtrKdfyzYiccXyHKemGpGK987+yRGryKmW3OcmnYHf19Q3OP4EDin7Ols/2u4PT5qOhxsa7DS3OUiP8FIglFNpE75q48pCP1RrEHNv88ZyoyXV/R4yTg1w0LG7tIGzV0ubvx4I99uD9xH+3wg3efeICNSS0qEhup2BzubukLuDS4dkcDsgiRKmm1kRWl54qfisBmXdZ1OVle0MjhGz+MzBxOhVbBwZyPzttaFBB73sLu9vL++ivOHxfHBhprg8isKklCJJjOCIPQj4olhgHK4vZS02Dg7L66vh3JEFLYGCjin63tvstCdVCohIUJBcUMgM0HRXrx7yvVZR2yMfSFJF8GqxoqQpjNyYyoShQFHzS8i+CgIvRiTYkYqIWzAb3SyCYs28JKirsPBH7/Z3nMjoLbDyS9lLawoa+WUnGi+2k+h+dWVbdx3YiaXj0okTq/igWlZvLisjKFxBiakmVlW1tLrvj/saKTV5ubrjzfy+BlDuG5sMmZtIKBQ0mzj3NdXh92vy+Wl1e4mLcw6t9fHyyvKQwKPgeV+VpS3cfmoRN5bVx2yTiGT8ML5w4jSi467wrElRq/idydkcMmIBLpcXtQKGUqZhA6Hh033TiVGr0Iuk/Dwqbnc++UWFpW0BKc73zklg5mvrOTxmbksLu39e/hLWQu/lLVw5fsbgsvOHBLLF9eMweuHLbUdNNtcrKpqpYCIkNIGe3Q6PT2azXS3rrqNcakHd5/Tncvr5ZeyVs5+bRVd3aafnzs0jufPHxbMsBaE48X4VDM/3zKR332xlXXV7ZjUcm6blMatE9OJNQSuYQ1WZzDwCLCzycrwhEAZo9wYPY+enkt1m52ixi7OzotjWLyByt2lFu6YnE6kVsE5r6/G6/Pz4gXDWLSr9/PHt0WNRGoVvLmmCr1KxrfXjeOBb7b1uv0vZa1cOyY5GHzMjzeSFKHB7/cjOcDLU0EQhGOFCD4OUNsarPj8gTd0A9HWtjoilBoilAc/rTwhQsnO3cFHXeU3+OQ6nJahR2qIfSJFZ2Z+zY6QpjMSiRRl5BAc1Uv7eHSCcOyKNaj455lDuG9eYchynVLGv87Kw+ryYtb4cXh8FIepq7jHyvJWzh0Wx0PfbWdaZu9lISJ210i854RAoKPBuje76rVLhhOpU9Jo7ZlxBRClU1LWYsfnh/u/KmRCqplJ6ZaQ4/ZGowhfG6rL5WVZWWvYdY8v3MlrF49gZm4M//xpFw1WJ1MyLDx0SjaDokQzDOHYJJdJSTGH3gPtOxlkVJJpd9MIO4X1nXyxtY7z3liN2+tnSWkrsfsJrEfplBQ1hJ4LGq1OfH4/F721NhjIf2pRCckRGhbePIHMfb4vSrkEuVSCJ9xbD9jv5+9PdZuD019eGTJFEwJNKkYkGnlw+iBkMlEnTjh+6FVypmRE8t0N4+hye5FJJMQZVMi7fQ9qO0JLJ/j88MWWOh49PZeRiSaufG99SCa0SS3n+xvHMz41gikZFi5+a21wXbvDQ7ReGTZzGgLnj7bdWY5Wp5e31lYRZ+j9+x6tU+L1+8mI1HLJ8ARGJ0fw9KJdvH35SDQK8TgvCEL/IO48BqjNtR0ApJkHaPCxtZ5UveWQ3vYlmZVUtriwu7zoyr7CEV0woKZcA6ToIgDY3t4QslwRNRRnzXL83p7TOQRBCHSEvmZsCr/cPokLhsUzNiWC2yal8elVY/j9vEKGPfkzG6rbkcskROt7n7Y4Jd3CZ5trWVnRxuSMSHprRHnj+BRGJhq47qONIYFHgHfWVnPd2JSw+0kkgfpUv3TLjHzy52K6XIHpmQlGNfHG8A8w41MjiNbtXdfpdFPVbqe2w4FGLun1ZZXPD++sq+KsvFjm3zSeNXefwKsXj2BonBGVXEz5Evo3r9/PdR9tZPZ76/l4Y21wmuSXW+u4eERCr/tdMyaFDzfWhCy798RMLn93fY8M4so2Ozd9uom2fQIRMToVFw8P/xkahYzhCb+udM6C4qYegcc9/r24lNrOnt1zBeF4EKVXkWrWkhShCQk8Ali0Pa/tL6+sYEySiXu+2NojkNju8HDx22t567KRfLA+dGbA++uruWZMcq/jODsvju+L9mZZfrq5lhvHp/a6/T1TMzgtJ5rXLh6B2+vjorfWkGTSoJSJa7AgCP2HCD4OUJtrO0kwDsxO126fl6KOBtL0EYe0X7JZic8PFcWbkduqccROODID7EN6pQqLUsu2ttDpnsqofPweG67GDX0zMEE4RtlcHspbbZQ0d+H1+kg1a4jWK5mSbqG0xcbMV1awurKNLpeX2e+tRy2Tcd/UzLDHUsulpEVqqWp34PfDqysreO68Ycj2iUCemBHJ7ZPSsbl8bKzp6HGchcVNjEg0ccqg0MxJqQSePiuP99ZVh3TXrGxz4HAHAg2JJjXzrh2HSR2aCZEcoeGty0YSqVPi8njZUtfBVe9vIO+fPzPhuaW8sKych07JRt1L18w/nTQIg0pBtF5FgkmNXiUyLYSBweXxU90eOvXZolVw4/hU4o0q/nJqdo99rihIwuvzh2RBR2gUdLm8dDrD12lcuLOJxq7Q4IXb5+fG8akMjQutwaqSS3nl4uEHrEXbm9JmW6/r2uxu3L1kWgrC8SzOoCI3Rs/Jg6J4/dIRfHhFAS9dmI/PD0WN4ZvVVLTa6XB4qN6n4dTGmg4itUrOzosNWS6RwF9OzebHHY3Y3XtLIrTY3Dg8Pu6dmsG+Zo9KIkav4t5527jknbU4vX4+v2YsN09I63F/IQiCcCwbEE8Pzc3NPP744yxZsgSn08mYMWO4//77ycoKdCD74x//yNy5c0P2iY2NZfHixX0x3KNiY007aZaBmfW4s6MJl89Luj7ykPaLMymQSyXsKtqKVxWJKyLnCI2wb6XqzWxtrQtZpjAPQiJTY69ajCpuTB+NTBCOLWUtNv7yXREfbKzG7fVTkGTiqbPyqGiz8822hh7bFzVaqbc6uXJ0EoX1nby5piq4LkKj4N3LR/LS8goKkiL4cms9czfX4vX5+eKaMWyu7aDV7mZyeiQjEgK1mvZ9WOnuqvfXs/yOyfzd52fBzkaUcik50XpeX13Jp5tqQ7adkm7BoAq8aJJIJIxIMLLh3qmsq2qnqMHKqCQTQ2INJO2uOVdYb2X8f5YGM6M6nR7unVfIN9vqWXjLBKa9uDyYuRWrV/L25aOINajYXNuBWaMgwahGKh54hAFCr5IxLsXMvN01Wkcmmnj09Fye+nkXT/68i5smpLLw5glsqOmg1eZifJoZjULGyXOWhxxHp5TRHqZZRHcOj4/Sli6sTi86pQy5VMJFb6/hH6fnolHI2FTbQaxeRVa0jqcXleDx+kj7FeVz9pRhCCc7WodGZCwLQg9xRjVfXTeW11dVcu+XW2mxuUkwqnnzshH73c/u9jE2OYKVFW0hy2/6dBN/OSWb2yens7ayDY1CxpBYA++uqwq5f9jD6vQgk0r46rqxrKpow+PzMz7VzPKyFu76fAtn58WxuKSZ55aWMn9HI9/dMO5X/ZwdDg8NVid2txejWk6CUYVCZFAKgnAUDIjg4y233IJUKuXll19Gq9Xy7LPPcvXVVzN//nw0Gg1FRUXcfPPNzJ49O7iPbACfZP1+PxtqOpiZG9PXQzkitrTWopTKSNQaD2k/mVRCUoSc7fVO7CMmgmRgJv6m6S18WbkVp9eDShb4ikukChSReTgqf4bR9/bp+AThWFDVZuekOcspbdmbIbS2qp2T/recuVePZlVFG01dPWs1eXw+Yg1qnjlnKH+YPoiiRisRagVpFi0+v5/3317LB7MLsGgVtNjcfLG1ji+21pEbo0evknHx8IRgENColqNTykIaQuzh9vqQSSSMSDYxNFZPTaeTDTUdXD4ykbPz4nh2cQnrqttRy6XcOikNZbdgglQqIdWsJTVM2Y1Wm4t7v9wadkrmguJmHvbB9gemUdRgRSmTEGNQc8unm1hSEpjmHaNX8tRZeZwxOIaIMFPUBKG/MaoV/HVGDl9vq0cikfDYzMFc9NaaYAbj/5aX88rKCsanmnnijMGcNGc5b1w6gkSTJqRZTF2nM9g1N5wYvRIJ8NrKCp5aVILX7+fK0ck8f/4wZr+7Hp1SRmaUlja7J5hReel+pn3vT36CkTSLhrKWns1snjxzCHG9lGYQhONZu8PNP38q5qUVFcFlNR0OOp1e1HIpDk/P66ZcKiFGr+T8/HheXV2Jrdv13Ovz8+iPO/n2hrFcOCweJBI21LSHDTymW7QY1XL++dMuPt1Uy99PzyXWoKLZ5mJCmgWvz4+y2zTx7Q1Wlpe19qhreyAVrXbu+XIrn2+pxecPlJz500lZXDs2hWjRPE4QhCOs30dfWltbSUpK4pFHHmHYsGFkZmZy66230tjYyM6dO/F6vRQXFzNs2DCio6OD/7FYen8r3N/VdDho6nKRNUAbAWxuqSNNb0EmPfQ/3wxNC+sdmdjjJh+BkR0bMgwWvH4fRfvUfVRGD8dRs1TUfRQEYGVFa0jgcQ+vz8+zi0vD1mqK0SuJ3B1wi9AoyInRc3ZeHCdkRpJi1pBkUrP41om8trKcty8fxYRuXWqdHh+PnpZLTow+uMykkXPfieGncF85OhmjWk5dh4NXVlcy/KlFXPjmGi54cw2/n7eVe0/M5PpxySy6bRIZh5Dl3uH08NOu5l7XzyusI9Ws5dScGDKj9Jz6vxXBwCNAg9XFFe+v55demtMIQn+UE63nhxsncMO4FD7bUttj6rTX5+eX0hY+2VjL1IxIfj+vkNcvGcGp2dHBbWL1KnRKGecPiwv7GX+YPohb525mXXUH780uQCaR8OrKCt5dW8XdJ6TTanezprI9ZCr35P1kMO5PkknDgpsmcHpuDHtmbscZVLw7axRTMgbu/a8g/BYNnS5eXlnRY/kH66u5Y3J62H1+d0IG8UY1jVYn780aFeyODTAkVs+7s0axvd7KLXM3M+jxhWys6eD1S0YEm8tIJDAzN4Yfb55Au91Dboye/5w3jP/7rohpLy7nwjfXcv4bq3F4fOTEhD7Xvb2uCoe758vL3tR3Ojj/zdXM3RwIPEJg5sMfv9nOW2sq8fRSJ1YQBOFw6feZj2azmaeffjr4/5uamnj11VeJi4sjKyuLsrIynE4nmZnhH/AGovXVgRpiAzH46MPP5rZaxkX3XpR5f3I961jonUqDREskA7PmUZzWgFomZ3NrLfmWvVkTyujhWLe+hrN+LeqE8X04QkHoe19sqet13dLSFq4Z2zP4+Pz5w0gwqnvdTy6TMiopgv9dNJx2h4c3Lh0RaF4hAbNGQfw++8bq1czIicasUfDM4hLKW+3EGlTcPCGVkwZFEaNXsri0hTs/2xKyX4PVxdUfrGfd76aSt0+tuAORSiSo5NIeDTH2MHarFbm6opWajvBTw+//upAxyRHE7Kc7pyD0FxqljOmDosiM1HLGqyt73W5pWTPTMqP4YUcjf/5+Ox9dUUCbw0NVm53qdgf/9912bpmQRlaUjldWVtBiczMoSsfvT8yksN7K0tJAIF8pk3LzhDT+vaSEL7bW8/X4VP75066Qz7p6THKPc8ahSI/U8d6sUTR2uXB6fERo5CQY1YfUqE8QjieVbTb8YR4NPtpYw+NnDOZ/F+bzyPwdVLU7iDeqeOjkbM7Pj0evkjMu1cKsd9dx2chEHjolG78/0GjqmUW7+NPJg1hQ3ATAoz/uZEq6hZ9vnYjb60ctlxKtV2JUB0pDmTSKHl21PT4//1laikWrYGpmJIt2v0A0qOSHVPOxss3Buqr2sOse/XEnFw1POORMSkEQhEPR74OP3T300EN89NFHKJVKXnzxRbRaLTt27EAikfDmm2+yePFipFIpU6dO5e6778Zg6P2h7aSTTup1XW1tLfHx8UfiRzgs1lS2YVLLid1PR9b+qsLaSofbQabh0N/cy62VDHGtAqaysUHG9NTwReH7O6lESoY+kvXN1czKLAguV5hzkCh02CsXiOBjH+vP55eBInH31OdwonRKhsQYKEgyUdZiJz/ewKOn5zI03nBQtQ6j9apepy9ZnYGi8ia1HIUsUP9JLZcRZ1ChkEnx+PwkmFQMjjbQ5vDw9x93hj2O2+vn9dUVPDFzMDLZwWeBR+uUXFGQxCthsjsAzs3b+7e3pLQl7DYA2+qt2D0Hn3FxOLm9XtodHtRyKXqVok/GcKwS55bfJkKjIEqnAsI3l4jSqYJZkVePTibBpKG2ow2lTIpOKafd7uaeL7dyw/gUFt86ia31ndS0O/j3khIK6/ce88vCOj6/Zgz/XlICgFoh49yhsSwtbSVGr+QP0wdxanZ0j+67fr+fFpsbmVRChObAf/smjQLTQWwnCAdjoJ9fjOrevyt/+HobxX+czhmDY3F4vEglEqJ1CnS7r0HJERreuXwUL68s567Pt+D1+Tl/WDwPnZrNTZ9sCglqLilt4d11VTx8ak7Iy4DkCA0rK1p7dNXe44VlZTw2c3Aw+HjrxDQUh3D931bf2eu6doeHTmfPa3qb3Y3X58eiVYgXF4Ig/GYDKvh41VVXcckll/D+++9z22238d5777Fz506kUimJiYnMmTOH8vJynnjiCXbs2MGbb76J9FdM3T3Wra5sIydaPyAvEhtbapAhJVVvPvDG+9BU/YhaAzFOLxvqB27wESDLFMV3VdtxeT0og3UfZSijh2MvX4B53IN9PEJB6FuzRyXyxMLisOvumpLO8AQj394wHqfHi1Yhw/wb6xs2d7nYVNvBv34uprbDySnZ0dwwPpV0i5YRiSZSzRpsbi8quXR38AOKm7rY0UuHTYCtdZ3UWZ1EapWoFQdXx1itkPHgyYNYWNxEyT4dcR+bmUuiaW+mVXa0ft/dg2L0ShRHuemM1+entKWL/y0vZ8HOJuKNKu47MYv8eCORuoH3sk04+kwaBb+flsnikvClCW6ZkMpXhfWcPCiSU7Kj+WZbPU8t2kWb3cO0rEjevHQkO5usrCxvY311O1e8vz7scfx+QrKPo3RK3rh0JJ1ODwqpNGxGcWWbnc+31PH22kqUMim3TUpjakYUCaZfnx0pCMcrn89PvdWJz+/HrFGgVcqJN6pIMKrDZvyPSjShV8rpdHl4bWUF325vIFqv5L4TsxiZYCRKryLFrOEvp2Rzy4Q07B4vD3+/nTNfXYU3THf5dVXtuLw+VPs0fyqs6z1A2GB1oVcF7umvG5tMbkzv1+hwkvbz0lUhk6BV7H0mru1w8POuJp7/pQyX18cVBcmcOzSO5P0cQxAE4UAGVPBxT3frRx55hA0bNvDOO+/wj3/8g6uvvhqjMVCDIzs7m+joaC655BI2b97M8OHDwx5rwYIFvX7O/t789TW/38+ayjZm5EQfeON+aGNLLcn6iGAjlYMlcbWjqfsFe+xEMvCzrm7gNhwCGGSI4kufl8L2ekZYEoPLlTGj6Nw0B5+rE6ny0KZrCodPfz2/DCTJERrmXJjPLZ+GZiScMiia2QVJSKUSog5TQKvN7uapRbt4vFuwc0NNBy8sK+OX2yeTn2DErFWy7ysVnVJKToyeBmv4DMScaD2/+2IrUTol956YSYZFi9fnp7bTicfnQ6uQExsmiJFq1vLTLRNZXtbCx5tqiTOouG5sCmlmTUiW1IycaJQyadjmNPdPyyLOcHSDHlvqOpn836XBBj0bauDb7Y08eNIg7jsxU2R4Ic4tv0Zzl4sOpweZBKJ1KsYmR3DzhFTmLC8P2e7G8SnsbOpCJpXw4gXDeeTHHby2qjK4fn11O2+sruSdy0fx6uoKTsru/T5MIgGVPPCgPzTOQIxehVGt6DXzqqLNzkkvLmNXtxcGy8paOSHDwvuzCogXAUjhKBgo55fqdgfvravi+WVlWJ0ezhoSyx9PGkSGRcuX147hpDnLaXfsTVCINwbqpbY53Ix9dgkd3dbN39HEnZPT+MupOXj9gRqKMokEo0pOaYs9bOARoCApIqSBzB7da0buK0avxKiWs+yOSWRG6g65QUxWlI5ovZJGa8/MystHJgXvF2o7HFz2zloWd6v3vKaynf8sKWHBzRNJMYsApCAIv06/Dz42NzezfPlyTj/99GAHa6lUSmZmJg0NDUgkkmDgcY/s7GwA6urqeg0+9ldlLXYau1yH/DasP/DjZ0NLNQWWpEPeV1c5HyRSnFGjyPF7WVGjotkuIVIzMOs+xmuNGBQqVjVWhAQfVbGj6fR5sFf+hC7z7D4coSD0LaNaweUjE5mWGcn8HY202t2ckh1NmkVLzGHu+Fjb4QgJPO7R5fJy5+ebmXv1mB7TKwHijRoePGkQp5X0rEGnlEmZkRvDWa+uxOeHTzbVsvT2Sby3ropnl5TS7vCQHa3jyTOHMCXDQoQm9PjJERqSRyRyYX5Cr1PJkyLUfHvDOM59fXVIA44rChKZNSrxoKagHy7NXS5um7spbGfwvy/YyeyCJBF8FA6Jw+1lU20Hd32+hZUVbajkUmaPSuL/ThnEo6flcsvENL7ZVo/V6WVcqplFu5q4b14hWqWM03JjQgKPe7TY3Ly0opxZo5LYWtfBhFQzy8t7Nmc6Jy+OhTubyIrSMffqMWFfEuzh9fp4a3VlSOBxj8UlLaytauNMU/gmN4IghKrpcHDhm6tZWdEWXPbmmirmbq5j1d1TGJFgYv09U1lT2UZhfSejkkwMTzBhUsu56K21IYHHPf6ztIwrRydz+2ebWVEeOJfcOTmdP5+azWkvhb9+zxqVGHaG2shEE1E6JU1dPQOED56czclZUYdUaqW7JJOaH24cz+kvr6Su0xlcPjUjkkdPz0GrDIQFVle2hQQe99jVbOPttZX8YfqgQ6o1KQiCsEe/Dz42NDRw7733EhkZyYQJEwBwu90UFhYyffp07r33Xtra2nj11VeD+2zevBnYmyk5kCwvD1ws8mIHXlZbubWVNpedLFPkIe0ncVnRVv2IM3IEfrmabEvg4XVNrYwZGQNz6rVEIiHHGM2qxgpuzJkQXC7XJyLTJ2Ev+14EH4Xjnl4lZ1C0nkH7mV58OCzaT3fpxSUttNrcYYOPAPnxRp4/fxgPfF2IdXc9pjiDiqfPzuPpRbuCHSubulw8u6SE+k5XMGNjR2MX57y+mg9mj+Ki4QlhH3T2F0BUymRMSbew6b6pFDd20epwMzTOQKxe9ZunoR+qVrubZfvpsL2ktDmkk7ggHEhhvZVJ//0lmJnk9Ph4dVUFi0uaWXDzBIbFGylrtfHI/B388+fiQPMoYExyBAt3NvV63HmF9bw/axRrq9p46/KR3PDRRn7udg44Jy+Wv87Iwe7y8vsTsw44bbqxy8Uba3oGOveYs6Kck7OjD7r0giAczzbXdoQEHvfodHr42w9FvHThcNIsWtIsoY1XSlu6+HFnY6/Hnbu5Dk+3c8mTP+9Cr5Lz4vnD+H2363e8UcUHswtItYTPHkwxa/nplglc8OYadjR2AYEp0b87IZNLRiT86sAjBJ4N8uONrLprCmUtNuo6nWRH64k37q1T7XB7+d8+Wd/dvbG6kuvGpRz1mQ+CIAwM/T74mJuby+TJk/nrX//Ko48+itFoZM6cOXR0dHD11VdTVFTELbfcwosvvsgZZ5xBaWkpf/vb3zjzzDMHZAfsZWWtpERoBmQGyIbmamRISdcfWrMZXeV34PfiiB0HgFEFyQYvy6rlAzb4CDA4Ipa3d62lwd5JjGZvMFoVOxpb6bf4/f4BWRdUEI41fiAvzoBWIaOo0Ro2c6I3cUY1V41O5ORBUTR1BQKLdZ1OnvipmI01HSHbflXYwO9OyGDu5tqQ5ffOK2RSuoVE06FPlZLLpKSataQe4x0ww3UoFYTetNpc3P/V1h5TIjUKGSaNnOLmLiI0cp5dXMqayp7dYQ/05zY8wchpuTHoVXI+vnI0DVYnnU4PEWoFMQbVQTWLOVjib18QDt67a6t6Xffl1nqeOMONThX+8Xh/3zV/mJWvrqrgy2vGUHjfNGqtTuRSCTF65QG7zufFGfn5lok0drmwu71E6ZTEGVTBzMTfQiKRkBSh2W/9x/3xB/9LEATh0PX7bisSiYR///vfjB8/nrvvvpuLLrqI9vZ23n33XRISEpg2bRrPPvssP/zwA2eddRYPPvggp556Kv/4xz/6euhHxJKSZobEDszsj7XN1aTpLcEGKgdD6mhFW/U9jujR+OS64PK8aB8rquV4epYyGzByTDHIkPBLQ1nIclX8eLzWKlxNm/pmYIJwHLG5PEzNiOSyEYlMzYzkpYuG859zh6LZnaU0Od2CWbv/QIRWqWBQtJ5RSSZeWlHOtR9u6BF4BNAqZDjDdKCubneE1K/qjyxaBRPSem80dkLGoWXEC8e3LpeXRd2mFcqkEh45LYd3Z43ipKxolpe1UtnmYObgmB77rq5sY2pm739v5w+NI96oDjaGiNQpGRxrYGyKmewY/SEHHqN1Sq4andzr+psmpIqsR0E4SIZeAosQePnQW0zQrFFycnZUr/uOTzMHr8t5cQY+uWo0D0zL4sMNNWys7SDOoGJkoolEk+agXvzHGdUMizcyNsVMRqTusAQeD4ZaIePG8am9rr96dPIh15oUBEHYo99nPgIYDAYefvhhHn744bDrZ8yYwYwZM47uoPpAi83FlrrOsDfL/Z3X72N9czVT4zIOaT99ycf4JYpg1uMe+dEevitRsLZOxriEng/rA4FGriDbFM3iul2clzosuFwZnY9EocO2ax6q6IFV81QQjiVdTg/zCuuZ/d46uidYTUwz887lI7n6g/U8d96wXqdc70sll3HH5HQ+31IXdv2lIxP4Ymt9j+XSbs0t+iuLVskL5w9j0n9/wbZP3cc/nZS135p5grAvqUSCRasINl6Yc8Ewvips4KHvioLbPPjtdv5+ei53TUnn2SWlweU2l5etdZ3MGpXIu+uqQ45r1ih45PTcYODxcJDJpFw1Ook311T26FA/Jd3CmOSIw/ZZgjDQXTM2hRd7mVZ84/jUXms+R2gU/PvsoUx4bmlIDWSAa8cks7SkBbfXT1aUjsfPGMyV762n1e4ObhNnUPHTLRP7RXmQsSkRTE63sLQ0tO5jRqSWK0cniXqPgiD8av37aUQIsaSkBT+BGmEDzba2BmxeF9mmg+/irWjdjqZuGfaEqfhlobVJkgx+orU+FpYNiPh7r4ZZ4tncWkezsyu4TCJVoIodg23XF304MkEY+Ko7HMzaJ/AIgfIYy8tb2XzfiQyNO7T6vHmxBmaNSuyxfHyKmaFxRlaEaW5x5pBYonX9PziXF2tgwz1T+d0JGQxPMDIjJ5ofb5rA707IPKzTWIWBL9ag4s7J6UDgnqnd4eGLrT2D+g9+u53TcmPQKUMzC3/c0cCjp+Uy79qxnJgZyfAEI/938iDW3D2FQVG6Hsf5rVJ2d6h/5pw8RiWamJAaeIHx/uwC4o2i9pogHKx0i5a7dn/3uxsSq+emCako9lNTMTdGz7p7TuCBaVkMTzBycnYU390wjktGJPDkz7sAeGBaJrd+ujkk8AhQ1+nk0nfW0mB1hjv0MSXeqOaD2QW8c/lIJqSaGZVo4t/n5PHTLRNJOcZLsAiCcGwb2JGX48yC4iYSjKoBeSO6trkSrUxJsjbioLaXeJ0Yt7+GR5+E0zKs53oJFMR6WVih4HdjnagH6Dch35zAp2Wb+ammmAvT92Y5qhIn077yUdztJShMh5ZNKgjCwflyS12vNaJeXlHOnZPTDzmDIMag4qmz87hpQir/W16OzeXl2rEpjEgwsrOpC6VMisu7t55EZqSWZ84ZinEAnOTkMilZUToem5lLh9ODSi7FoBJBR+HQyaQSrhmbwo87Gzk1O4bXV/fe0OWjDTUsu2Myjy8sxuX1Bb9v8UY1qRYtUzIsuLw+ItQK5L+hGcSBJEdouHNyOrNHJSGVcNSbPgnCQBCpU/LgKYO4dGQic5aX02Z3M7sgkXEp5gPWQZRKJWRG6vjbaTnce2IGSpkMo1pOTbuDyekWfilrIUqnorLNHnb/jTUdNFldvWZXHksSTGouH5XE6bkx+PyB0ieiTrwgCL9V/38aEYJ+3NHIyERTXw/jiFjRUE62KXq/nVm70xd/iMzZQnvuNSAJ/zAwLtHDd6UKFpTLOSOzf9dD641GriDPHMt31du5ID0fCYHfnypuLBKZiq6dc4kYfV8fj1IQBqbK9vAPIADtDg++X9kpIkavIkavYmKqBR9+5NLAOS7aoKTw/hP5qbiJ0hY7UzIsDI0zHLDRTG2Hgza7G7lMSpRWccwHNZRyGVFyUeNO+G0SjGo+mB1oBvPskpJet6vtdDIoSsfbl43Ejx+ZNPSewqgOBMA7nW4a2uw4PT4MKjmJRvVB37McLIlEQqTu2P5+CsKxLkqnIkqnYkxyRMg19GApZFKius0mSDCp+fjKAkqabTTbXPvd175PXeZWm4tmmzv4AiPBdGwlkBzr9wOCIPQvIvg4QJS32NjeYOXi4Ql9PZTDrs1lZ0dHI5ekjzio7VUNa9BWL6Qr+VR8qt6Lwkdp/AyJ8vLRNiUzMzy9Fpnu78ZGpfDKjpVsa2tgSEQsAFK5BmXcOLq2fyCCj4JwhJyeG8tzS8vCrhuXEoHuNxaQl0olSNl74lLKZGRE6siIPLhpn10uD7+UtnDr3M3BWnInZFiYc2E+uTGHNh1cEPqjWIMKvVLGtKwoPtxQE3abc/JiuzV0CX+jUNFq4955hXy2uRafH6L1Sh6bOZhz8+KwiGChIByT9r2G/haxBjWxBjXFTV1IJfQotwKglkuJ7BbM29lo5da5m1mwswkIZDc/d95QTsyMDL7UEARBGEhEzccB4tvtDcgkMDpp4GU+rmyswA/kmmIPuK2sqxbTtpdxRuTijBx5wO1PSnVT3CpjadXAzaLJNcUQqdLyefnmkOWa5Om4mjbhat7aRyMThIFtWLyBnOiexeUlEnjq7Lw+z2DaWtfJ6a+sDGlisbikhROeX0Z5i20/ewrCwKFTyXnolGyUYaZMxxlUnJ67/yZ+tR0Oznh1JZ9uqg0GHBqtLq7/aCPfbG/A/ysznAVB6H9i9Mpeu0X/YXoWcbubo1W02jjxxWXBwCNAZZudc19fzfrq9qMyVkEQhKNNBB8HiK8K6xkabzysHRaPFcsbykjTWzAq918jReKyErHpGbxKA7aU0zmYVMZBZh/ZZi8vrlPhHphNr5FIJEyOTefn2mLq7R3B5ar4sUiURqyF7/Th6ARh4Eo0afjuxnFcMyY5GNgYFm9g4c0TGd7HjcFabS7+9M22sDUpm7pc/LCj8egPShD6SFaUlmV3TGJimhkIdIg/b2gci2+bdMAGC7uau9haZw277o/fbKOmw3HYxysIwrHJqFbwl1NzeGxmLhZtIHsxzqDihfOHccvEtGAW9YryVmo7wjef+f1XhTR1HfuNaQRBEA7VwItUHYc6HR5+3NnIdWNT+nooh53L62FVUyXT47L2v6HXQ8SW55C5rbRnX4FfdnDFnCUSOC/HxZMr1by5Rcn1w/dfq6W/Gh+dyo/VO/mgdAN3DTkBCHS91iRPp7PwbcwT/4ZEJqZ4CMe3LqeHqnYH76+vpri5i9NyopmSEUnqb+jumGrW8t/zhvLnU7Lx+PwY1PJjoth8l8vLqsq2Xtd/XxS4phzumnWC8FvZXV4q2ux8uLGaHY1dnJIdzYmZv+17qpTJGJUUwZfXjqXN7kYqkRCpUxxUQ6M1lb1nKVW3O+hyDdA3m4LQT7XaXJS12nlzTSWtNjeXjkxkeLzxsNVbjDWouG9qJpePSsLl8aGSS0nYpwbs/P284Ftb1Y7d7et1vSAIQn8lgo8DwNfb6nF5/UxJt/T1UA67tS3VOLxuhlriet/I78e07WUUHbvozLwUn8p8SJ+RZPAzI93Nm5uUDI70Milp4D0oKGVyTozP5OuKQi5IzSdJFwGAJv10bLs+x1b6Fbqs8/p2kILQhxxuL98VNXDJ22uDUyffW1dNnEHFz7dOJDvM9OmDpVHKSbUcW5dbhUxCglHNjsausOuzorQi8Cgcc5weL98XNXDhW2tCvqcxeiWLbp1ETsyv/54CWLRKLIfYYCEloveAhUYhQ3UEO2ALgnBoWmwunl60i38sKA4ue3ttFaMSjXx+zdgDdrw+WDKZlOT9HGtQVO/nqgSjGpm4/AqCMACJO6IB4IMN1QyO0RNnPLY6pB0Oi+t2EacxEKfppfmB349h57uoGlZhTT0bjz7pV33OaRkehsV4+b/FGpYN0PqPJ8RmYFJq+O+2pfgJPLUpTBkoIvPo2PBiH49OEPpWbYeDWe+u71Ekvq7Tye2fbabN7u6bgR0hsQY1fzxpUNh1EglcOTr5KI9IEA6spsPJZe+u6/E9bbC6uPmTjbQeoNPskTAqKQKdMvx9w7Vjk4k19H2msyAIAWUttpDA4x7rqjt4dVUFXu/RyTg8d1gcsl5e8P3+xEziB+AznSAIggg+9nMtNhffbW/gxMzeuzr3V26fl6X1pQwz997BW1s+D23Vj9iST8Edkf2rP0sqgauGuRgc6eWBnzS8vUUZtlNdfyaXyTg3dSirmyr5oboouFybeQ6Oqp9xNW3ez96CMLCtq27H1ctDx487mmjqGnglGU7PieGGcaHlOpQyKe/PGkWq+fBkfwjC4bSltgOnJ/z3dFFJS598T5NMar6/cTxGdWh287SsSP4wPatbp2xBEPra66sre1334rIy6qxHp9ZiSoSGuVeNRiUPfRS/bGQCl4xIQHIQdesFQRD6m2NrHphwyD5YX4PX5+ekQVF9PZTDblVjBV0eFyMt4YOPmuqfMZTMxRY/BWfUqN/8eQopXJvv4utdCuasV7GhXsZfJtsxDqCkhTxzHGOikvlP4RJyTTGk6i2oE6fQqY2hbc1TxJz2Rl8PURD6RKfTs9/17qOUDXE0xRhUPH7GYO4+IYO1VW0YVHLyE0zEG1QiYCIckw74Pe2Dt4ZymZRxKWY23juV7Q1W6jud5McbSTSpiT4G6rsKgrBX635mMVhd3rBN2I4EtULGqTnRFN4/jS21HbTZ3YxKMhFvVB9y6QdBEIT+QgQf+zG/388rK8sZn2oekBeq+TU7SdKaiNP2nHKtalyLoehNHNGjcMROPGyfKZXAWVluMiK8vL1FxbXf6Hj6JBspxoGTBnl+6jCqutr545pv+M/484hS69ANuojOTXNwj38IRURmXw9REI66MckRva7LiNQSoRmYDZnMWiVmrZLBsb2UthCEY8jIRFOv61LMGiLUffM9lUklpJq1v6npjSAIR96lIxJ4b1112HUzc2OI0By9R2OVXEa6RUu6RZw3BEE4Pohp1/3Yqoo2NtR0cOaQ2L4eymHX4XayvKGMkZGJPdYpWoswbX0RlzkHW+LJgQJlh1lelI/7xjnw++GW77SUtg2cr4pSJue67LG4fF5+t/JzamztaNNPR6o207rikb4eniD0iXijmtmjetaMlUjg+fOGifpLgnAMiDOouHpM+Hqkz5837LB1qxUEYWAalWgiP6HnyzaNQsZfZ+SgP4gO94IgCMKvM3AiKsehZ5eUkGhSMzopoq+HctgtqNmBz++nIDL0IUNurcK8+d94dIl0pZ4JkiP3Jxyl8XPXaAc6Bdz9o4ZG28Cpv2JWabk1dwJuv5dbl3/K6pY69LmX07X9fZz16/p6eIJw1Fm0Sp48awgvnD+MVLMGpUzKpHQzS2+bxKR0S18PTxAEApm6j80czP8uzCfNEvieTkwzs+S2SZwwAGtfC4JweCWYNHx13TgePHkQUTolarmUC/LjWXP3FAZF6fp6eIIgCAOamHbdT5W12Ph4Yy23TEzttVtaf+XHz1eVhQwxx2JU7q2XJHW0ELHxX3gVBqzp54PkyP/56pVwyygHT61S88efNbwww0YvTS37HYtaxx2Dp/B+yTr+uPYbzkzMZZYxleaf7iL+kkVIjmBgVxCOFqfHS4vNjVwqOWD9tViDipsmpHLO0Dg8Pj86pWxAlrQQhP4s1qDihvGpnDkkNvA9Vciw6I7u97TB6sTr8xOpVaCUD5CbAkE4TiSZNPzllGxunpCK3w8mjRzDPhmPbXY3drcXnVKGsY/KOQiCIAw0IvjYT/3zp2IMahmn58b09VAOu00ttZRaW7gpZ3xwmcRtw7zxX+D3Y828CL/s6BVxN6ng+nwXz6xR8eI6FXeNOTqd8I4GnULJddnjWNZQxjdV26j1ZXFP3Y+0b3iRiJG39fXwBOFX8/n8lLTYeHZJCV8V1mNUy7n7hAxOy4nZ7xRqiUQiplgLQj/QF9/TmnYH8wrreG5pKTa3l/OGxnPbpDTSLVrRnVYQ+hG5TEqiSdNjeavNxcaaDv46fwclzTaGxRn4y4wcBsfo0avEY7MgCMJvIc6i/VB5i41XV1Vw1ehkNAOwI+nc8k3EqvVkG6MDC7weIjb/B5mjhfbs2fgUR78xQorJx9lZbj7armRikocx8d6jPoYjRSKRMCk2naHmeL6uLGS+o4QTFv+ebdpBTMg5ta+HJwi/ys7mLsY9u4QOx97uuNd9uJHTcqN5/ZKRxBpEF1pBEA5ebYeDy95Zy5LSluCyZxaX8OaaSlbeOYVMMWVTEPo1u9vLO+uquevzLcFllW12vi1q4JMrR3NOXhzSATbbTBAE4WgS8yr7of/7bjsGlZzzhsb19VAOu8quNpbWl3JCXGYgi8Dvx7TtJRQdxXRmXIBPHdVnY5ua4iHb7OWx5Wps7j4bxhFjUqq5PHMU5vybaJUasH0/m5t/epUmR1dfD00QDonV6eHP320PCTzu8d32RoqbxN+0IAiHZnNtR0jgcY8Wm5snfirG4R44LyUF4XhU1+nk/q8Keyz3++HmTzdR0+Hog1EJgiAMHCL42M+sqmjl3XXVAzbr8b2SdRgUakZHJoHfj2HHO6gaVmNNPRuPPnyHy6NFKoHLhrhotUt4acPAzZpKMsUiLbifJImT6Vv/wai5/+CL8i0H3lEQjhGtdjefb6nrdf0HG6qP4mgEQejv/H4/b6yu7HX9J5tqaba5juKIBEE43Cpb7Tg9vrDrGq0umrrEd1wQBOG3EMHHfsTr83Prp5vJitQxcwDWeqzsamN+9Q6mxw9CIZOhK/scbfUCbCkzcEdk9/XwAIjS+pmZ6ebT7Qq2NQ3cr49PF09n/t0U+Or4b+cXzF7wErcu+xSHZwCmfAoDjgSQS3v/fqpkA/e7KwjCkaHeT2MZhUyCBDEdUxD6M7ls/99hMeVaEAThtxFPYP3Is0tKWF/dzt0npA+4DtcALxWtwKRUMyE6BW3Ft+hLv8CWMBVn5Ii+HlqIE1M8JBj8PL5CTS8vSAcEd0QObfm/I89VwQLPd8zfPp9JXz9HaWdzXw9NEPYrSqfkytFJva6/fFTiURyNIAj9nUQi4fpxKb2uv3ZMMtH6o9txWxCEwyvRpMbQS1OZVLOGKJ34jguCIPwWIvjYTxTWdfJ/327nvGFxDIk9+g1XjrQ1TVX80lDKGUmDMVXPx1D8Ifa4iThiJ/T10HqQSeHSwS52tUr5aJuir4dzRLnMQ2gZ9SfMPhvfdH3A+OZFjPviaeZX7+jroQlCr9QKGQ9MyyLF3LOT5W0T00gNs1wQBGF/BkXruLKg50uNzEgtt0xMRyEyqgWhX0swqHnrshHsm9+hkkt55/JRJBjVfTMwQRCEAUJ0u+4HbC4Pl7y9ljijihv28+a9v3J43TyzdRFZ+kgmd67HUPop9tgJ2OOm9PXQepVq8jE1xcPLG1VMSfaQbPT39ZCOGI8+hebRf8Gw60Puq/2Wi5XreerrLWwedye/y58eaAwkCMeYNIuWxbdO5LvtjXy0sYYIjYI7p6QzJEZPpG7g1mwVBOHIiNar+OdZQ7hqTDL/WVqC1ell9qgkpg+KIjlCvNAQhP5OIZdySnY0G+89kTnLy9ha18m4FDPXjk0m1SK+44IgCL+VCD4e4/x+Pzd+vIldzV08f/4wVPupOdRfvbBtGa0OK3/UNWIoXYQtfgqO2IlwjAe1zsxys6VRxt+XqXn+VDsDOenBr9DRkXst9vgTiC39jGdbv6Xh50W8s2UyZ065j4ikyUik4nQiHFtSzFpunJDKrIJE5FLJgDx/CoJw9MToVcRkqZiYasbj96NTiuueIAwkWqWcvDgDz5ydh8PjRSOXIRvIN/iCIAhHkbhrOsY9Mn8n762v5qGTB5Fu0fb1cA6776uLWFi5kb9LtmOpK6Yr+VScUaP6elgHRSWD2Xkunl2j4s0tSq7NH/hd8NymLFpH/B65tQJ7yTcMbVpM29wfaFUY0CZORp0wAVXcWFSxBUhVpr4eriAAiACBIAiHlUohQ+RPC8LAJZdJ0YugoyAIwmElnsiOYf9dWsrDPxRx7ZhkpmVF9fVwDrt1zVXM3fgZ/3Ktweh3Ys28CLcxo6+HdUgyzT5Oy/Dw+kYleVFexiV4+3pIR4VHn4Iq/2YqbO28vf17EuzlnNhcTFTVIvweGwDyiCxUsaNRxY1FHT8eZfRwJLKBXSNTEARBEARBEARBEIRQIvh4DPL7/TzxUzF/+mY7Fw2PZ9YA7My6ur6YDSv/w59d2/Fp42hPuxSfytzXw/pVTstwU9Eh5aHFGp4/1cYgywBugb2PGK2J84ZfwPfVRdxdt4t400SuS0yiQO7A116Mq3EjXTs/BZ8biVyDKn4CmuRpaFJPBstQtrY3srG1hh3tjVTb2ul0O5EiwazSkmGwkG9JYGJMGhbVwMv6FQRBEARBEARBEITjgQg+HmOsTg+3frqJd9ZVc2VBEleNThpQDT18Pg+L171BVPmXnO53Yo+biDNuIkj6by02qQSuHubkubUq7vpRw9Mn2cmNPH4CkHKZjDNShlAQlcQ3Vdv4265tGBQqJsYMYXDmNOLUGrRdlUhatyNpKUS/4hEUyx6iTaJmsTyVxfJUthvyUGpj0MoV+P1+itob+LRsIx1uJxJgdFQy56YO5fzUfLJN0X39IwuCIAiCIAiCIAiCcJBE8PEY4ff7+XJrPb/7Ygv1VicPnpTFSYMGTpDF62imbPvnuEq/JsfbSa0miY7U0/FrIvt6aIeFWg63jnIyZ72KW7/XcvcYJ2dluY/1njmHVZzWyLXZ46izd7C2sYrNLbX8UL0DP3s7gcsYTKy5gAKpjXxfHSfZyznH9gN++3xcljzscVNwxE3EaRmGX6qg1t7JppYaVjZV8OiGH3lw7bfkm+O5JGME56UOI8cU04c/sSAIgiAIgiAIgiAIByKCj32s0erksy11/G95GeurOxidZOKR03JJNKn7emi/ic9jw91aTFvdWtqrl6O3lqJEQqUynqak07BYMruFpAYGnQLuKHDySZGSJ1aombdTwayhLiYmelD238TOQxanMXJGyhDOYAgen49OtwOPz4dKJkcvVyKV7i3gbQVszlZULZtRNm/GuONtIgpfxCdT4bLkY44aTpY5jzMzc+jKO4FVzTUsqi8JBiIHGaOYkZjL1LhMxsekkKAVTW4EQRAEQRAEQRAE4Vgi8fv9Ay0GdMQNGzYMr9dLfHz8QW1vU5mpN2fjlSrwyNQ4FTrsKhN2tSW4jdzjILptJwZbw5Ea9m/kJ97QRaTGhQQ/MinIpD78GilyuR+N1ItW6sYgdaEitOlKl0RBhcREnUMDjuNjOnIDcRT6R+EjEHVUYSeKeoySNnRYyZeuwiDp7ONRHnskQIKyi0xVO6mqTsxyZ49tOr0KWjxqmqVamhUa2hRabBIFDuS4JDLcPikSl48l9iTqHFrkLi8yjw+Zx4fU6yOupAWlw3NQ44mPj+edd945zD/l/h3q+UUQhP7paJ9fxLlFEI4P4t5FEIQjpS/OL8LAITIffwWVSoXL5Tro7QtTZ9Cpi9vvNh65mtqoYdT+1sEdQTvCLXTv/o+wX040VJNG9e5Qf7rKyYOWF/p2UP2UQebGIHOTyu7gbbi/PwnM0JdwdvzlPVZ1WrTkLS07omP8LQ71/HKwamsDZ5eB8mAw0H4eGHg/k/h5ji1H6txyLOrv/1a/xvH4M8Px+XMfiz+zSqWis7OT2traY2pcx6Nj8e/jeCP+DQQhPJH52EdOOukkABYsWNDHI+l74nexl/hdBIjfw+E30H6nA+3ngYH3M4mfR+grx+O/1fH4M8Px+XMfqz/zsTqu4434d+h74t9AEMKTHngTQRAEQRAEQRAEQRAEQRCEQyeCj4IgCIIgCIIgCIIgCIIgHBEi+CgIgiAIgiAIgiAIgiAIwhEhgo+CIAiCIAiCIAiCIAiCIBwRIvgoCIIgCIIgCIIgCIIgCMIRIYKPgiAIgiAIgiAIgiAIgiAcERK/3+/v60EIgiAIgiAIgiAIgiAIgjDwiMxHQRAEQRAEQRAEQRAEQRCOCBF8FARBEARBEARBEARBEAThiBDBR0EQBEEQBEEQBEEQBEEQjggRfBQEQRAEQRAEQRAEQRAE4YgQwUdBEARBEARBEARBEARBEI4IEXwUBEEQBEEQBEEQBEEQBOGIEMFHQRAEQRAEQRAEQRAEQRCOCBF8/BVmz57N7Nmz+3oYgiAMQOL8IgjCkSDOLYIgHCni/CIIgiAciLyvB9Af1dbW9vUQBEEYoMT5RRCEI0GcWwRBOFLE+UUQBEE4EJH5KAiCIAiCIAiCIAiCIAjCESGCj4IgCIIgCIIgCIIgCIIgHBEi+CgIgiAIgiAIgiAIgiAIwhEhgo+CIAiCIAiCIAiCIAiCIBwRIvgoCIIgCIIgCIIgCIIgCMIRIYKPgiAIgiAIgiAIgiAIgiAcEfK+HoAgHMsaOp10OD3IpRKidUp0KvGVEQRBEATht/H7/dR0OLC7vShlUuKNKhQyWV8PSxCEAc7p8VLX6cTt9aFRyEg0afp6SIIgHCdEJEUQwuhyelhT1cYdn21hS10ncqmEC/Pj+cfMwaRZtH09PEEQBEEQ+qnmLhfzCuv4v2+LqOlwoFfJuG1SOndOTifeqO7r4QmCMEDVtDt4atEu/reiHJvLS3KEhsfPGMyMnGgsWmVfD08QhAFOTLsWhDA213Uyfc5yttR1AuDx+flgQw0nzVlOVZu9j0cnCIIgCEJ/5PH6eH9DNdd+uJGaDgcAVqeXJxYWc9unm2npcvXxCAVBGIgarU6u+WADzywuwebyAlDZZmfWu+v4cmsdPp+/j0coCMJAJ4KPgrCPli4Xv/9qK/4w1+DSFhtrq9qP/qAEQRAEQej3ajocPPTt9rDrPt9aR22n8yiPSBCE40FNh4P5OxvDrvvD19uo3v0yRBAE4UgRwUdB2EeX28uystZe13+zrf4ojkYQBEEQhIGi3eGh3eHpdf2ORutRHI0gCMeLTTUdva5rsLrodPZ+XhIEQTgcRPBREPYhlUCUrve6J8kRojCzIAjHvo821FDwzCIGP7GQ538pxR8unVsQhKNKLd//rbdFqzhKIxEE4XgSY1D1uk4qAZVMhAUEQTiyxFlGEPYRZ1DzuxMywq6TSOCi4QlHeUSCIAiH5t+LS7j0nbWo5FKSTBru+GwLj/64s6+HJQjHvWidkpOzo8Kui9QqyYjUHeURCYJwPMiN0WNQhe81e3ZeHNF60XBGEIQjSwQfBWEfMqmEq0Ync2pOdMhyqQTeumwkSRGiE6UgCMeupaXN3PvlVi4ZnsA/Th/MgycP4sqCJB7+voj11aJmrSD0pQitkjkX5JMZqQ1ZblDJ+eb6sSSKbteCIBwBiUY131w/Dq1SFrI8J1rPM+fkYVSLrGtBEI6s8K8/BOE4F29U8/ZlI6lotfPzribMWiVTMyKJN6rQKsXXRhCEY5Pb6+P6jzYyJM7A9eNSgstnj0pkcWkz983byoKbJ/bhCAVByIjU8fOtEylqsLKmqp2sSC0FSREkRWiQSiV9PTxBEAYguUzKuJQItt8/jeXlrZS12BibEkF2tJ548dJDEISjQERRhMPO7/dT1e6gqMFKWauNoXEGUs3aw3phs7k81HU6WVPZjs3tYVyKmTiDCrP28E0ZiNariNarKEiOOGzHFARBOJJeW1XBzsYuXrooH1m3IIZcJuXKgmT+Nn8Hm2o6yE8w9uEoBWHg8vl8lLTY2FYfuAcakWAiOUJDmiU00zHRpCHRpGH6oOhejiQIggBtdje1HQ5WVbShVkgZnRxBnF6Frpcp1OGP4aKu08XK8lZUciljkiOYOTgGnUioEAThKBJnHOGw21zbySkvLafR6gouy4szMO/asT1uvn+NTqebuZvquOHjjXh8exso3DQhlb/OyCFG33tBZUEQhIHK5fHx6I87mT4oiswwdeMmp5mJ1il5flkp/7tweB+MUBAGNp/Px5qqdma+spIWmzu4PD/eyKdXjSYzStRzFATh4DVanfxt/g6e/6UsuEwmlTDngmFcNDzhoKZKN1qd/OPHnTy7tDTkGP89byiXjUwU060FQThqRM1H4bCqarMz85WVIYFHgK11nfzr52KsTs9v/oyyFjvXfLghJPAI8L/l5SzY2fSbjy8IgtAffbixmup2B5ePTAy7Xi6Tckp2NB9vrMXt9R3l0QnCwFfSYues11aFBB4BNtV2cO+8rTRanX00MkEQ+qOfdzWHBB4BvD4/N3y8idIW20Ed45eylpDA455j3PLpZnY1H9wxBEEQDgeR+XgcqWq3s76qnR92NJJm1nJ2XixJJg2afQoP/xaVbXZqOhwhy6ZkWHhgWhbrqtr5w9eFTEmPZEKamRTz/rMgPV4fFW125u9oZEtdJxNTzUxMs/DFltpe93lswU5OHhRFtMh+FAThOPPvxSWMTY4gfT8Z5lMzI3lvfTU/FTdxak7MURydIAx8Jc1dPV6+7vFVYT2NXa6w9ydVbXbWV++9Pzs5O4plZS202T2cNyyeRKMau8fLrqYuPtlUi1oh5aLhCaSYNFh0okOtIAxEjVYnjy3Y2ev6/y0v57lzhyKT9Z5L1Nzl5B/7OcYLv5Ty4gX5yPc5Rk27nep2Bx9trMHh8XFhfjzpFu0Bn90EQRD2RwQfjxNlLTZOmrM85C3ZA18X8vGVozk9Nwa14vAEIBu7Qm+6RyebuG1SOhe8uQanJ5Bp88KycmL0ShbdOomcGH3Y4/h8flZVtHHKSyuwu70APP9LGZFaJR9fVUCCUd0jyAlQ2+HEJTJ6BEE4zqytamN9dQd/Pz13v9tlRWpJMKr5dHOtCD4KwmFW29F7ZqPPT/B+prvS5i5O/t+KkPuzPdMqF5c08+C323nl4uE0dDr507fbg9s8tqCYe6Zm8Mfpg4gUAUhBGHBcXj+1nb2fU8pa7bh9fmT7eYRzev37PS+Vt9pxen0hwcfqNjuPLdzJC8vKg8ue/6WM03KieeGC/MNSQksQhOOTmHZ9HOh0uPn9V4U90vN9frj0nbVhg3i/VmZk6AXp3qmZ3PzJpmDgcY8Gq4sr3l9HU1f4C2J1h4NzXl/d40a92ebi7s+3cteU9LD7TUiLwHAIBZgFQRAGgpdWBF7qjD1AgyyJRMK4lAi+396I3+/f77aCIByavDhDr+tMajnGfe5POp1u7pvX8/7M6/Nz69zN3DopDYAbPt5IfoIRyT6NsJ9eVML2ButhGbsgCMcWo1rGhFRzr+tPyY5GJd//o7xRJWd8Su/HmJYVhXafBJSixq6QwOMe3xU18v32hgOMWhAEoXci+HgcaOpy8dnm8FOV3V4/KyvaDttnxRnUzMwNZNNoFDJ8/kCXtnDWVLb3Oj2put1Bsy38uk21HQyO7ZkxKZNK+NuMXFE4WRCE44rd7eXDDTWckh0d0uG6NwVJJira7KLWkyAcZrF6JVMzIsOue2B6FikRmpBlTVYXX2ytC7u92+untNlGqlmD3w8rylsZlWjqsd1zS0txecSMD0EYaAwqBX85NTvsdd2sUXDe0Dgk+76R2Ifd7eXGCanIwxwjQqPghIxI3N69LyJtLg9zlpf1erwXlpdR0SruHQRB+HVE8PE44Pb58e0nwaWllyDfrxGpU/LSRcO5ZWIaJrX8gA1mnL1MkT7QfjF6FSdm7r3Bz4nWM/+m8eREh5/GLQiCMD/DUlAAAQAASURBVFDN21pPh8PDqdnRB7X9iAQTcqmE+Tsaj/DIBOH4kmzW8tqlI7h6dBLK3dMYI7VKnjxzMLNGJaHaJ8PoQPdnbXY3ut11uQP/u+fMjhabC7dPBB8FYSDKidaz8OYJIUkXJ2RYWHL7JFLNmv3sGeD2+nlrTSXvzR7FkG7HmJhm5p3LR/LmmsqQ84fT66O1l6QRgDa7p0fDT0EQhIMl5qceB4wqOVlROoqbusKun5hmOayfl2BS868zh/D7EzPpcnmQSCDc7D6LVkGkNnyWYppFg1RC2Jtyo1pOnEHFp1eNpsnmwuvzY9YoiTWIJjOCIBx/3l1XxeAYPckRB34QAdAqZeTG6Fm0q5lbJqYd2cEJwnEm3aLlmXPyeGD6IOxuLzqVjDSzFkWYphAGlZyMSC0lvWQh5yeYeHxhMQDjU828t766xzYX5ieEDUoKgtD/qRUypmREsvDmibTaXcgkEiJ1Sizag6vzatEq0Chk/Omb7dw6MY2kCDUyiYQNNe1c99FG/jYjJ+T8YdYoOWNwLAt2NoU93imDoogWNWYFQfiVRObjcSDOqOa584aGXXdabjRJJvVh/0yNUkaaRUuSScMN41LCbvPkmUNIMIT/7Bi9itsnha/r+NjMwcQb1Zi1SgZF6cmNMYjAoyAIx6U2u5vvihqYlhV1SPvlxRr4f/buOkyu6nzg+Hfmjvu67yYbd3c3CBAgEFyLS1so3sIPKy0Ub3Er7l4IBOLE3d02ti6zMzs+c+f+/thkk83MbIQkGzmf5+lT9p4rZ/fJ3Dn3vee879ztNceoV4JwerMbdbRLt9A9x06bVEvcwCNAls3AKxd0ids2pm0aGyvqCESi9Mtz4AvL1Pgaz0jKcxgZ214UjhKEU12GVU/7dCtt0iyHHHiE+uDlfcNbUVYX4O4f1nLJh0uZ8MESnpiyGZ2k5sx2sSsmxnVMj/tsaNFL3D28FVaR3koQhCMkgo+niYEtkpl528CGfEHJJi1PjG3Hfy/pTprl2AXu7EYtj5/Znpcv6EyWrf467dMt/O+6PozvnImUYEBuM2h5cHQb3pjQhZw9X4Bt08x8e21vLu2WnXAgLwiCcDr5fk0ZEVlhWOHhzWDvlGml2BUQuZsEoZkNapnEjP3GZykmHX8b2Zrr++bx/G/b+NvI1nx1bW+GtEzm/E4ZqFWg16i5oW8eM28fSP4hLL0UBOH0VZhiZuEdQzgv7v0jtnJ161QLU28dwDW96tNHqFVwbsd05vxpMG1SzM3wGwiCcKpQKaLc5WEbNWoUANOmTWvmnhy+Kk8QXziKpIZMiz5h8O9oUxSFUneASFRBr1GTkWDGY/zjgkSi0cM6Tjg42VeBIodApUFjyWzu7gh7nMz3F+H4O+edhRS7Avz7/E6HdZzTH2bCB0v45MqeXN4j5xj1TjiRiHvLia3SE8S/Z3xm0kjUhWQkdf1KkL0vXN2BCLX+ECqVilSTDqNOijmPIoeRfRWAgkpnQ9LbjvNvIpyOxP3lxNfU/UORI8j+clAUVDoLkt6B2x+m0htCQcFu0B7TySqCIJweRJKY00xqM31xqFQqsu2H/3a+/jgRcDya5ICTYOkCauY8RLh6LRpbAY5+D2FseTYa06EVrBAEofnV+sNM3VzJLf0LDvvYJKOWHJuBRTudIvgoCCeAAx/sk+JMMLIZNNgMiYfukbrduFa8imfNO0RDHowtziB50JNok9qiksRSSUE4nSW6f0Q8xdStegf3qteJBmsx5A4neci/sKR0wGYUMx0FQTh6xNpVQTiNKHIE35bvKf/f+YSr1wAKEfd2qqbchGvJc0RD7ubuoiAIh2jiunLCssKQlkdWNKx1qpmlu11HuVeCIDSHiKeYsu/Pxb30eaJBFygy/qJJlHzWn3Dt5ubuniAIJ6CIt5TyiZdRu+ifRAM1oEQJ7JpOyecDCVetbe7uCYJwihHBR+G4q/WH2FrtZXOlh0pP8HedKxSR2eH0sbHCw65aH7IcPUq9PDlEfBWEnZsJ125DDh48iCB7S6mZ/UDcNvfy/yD7Ko92FwVBOEa+W11Kh3TLES+FaptmZkWxi2hUZF8RhKMpEJbZXlM/Ntld6/9dn7HyuiCbKj1sq/biDoQT7heqWEG4OjZYoMhBauY9SjRUd8R9aErDOMRVdEjjEEEQjo5Sd4BNlR6Kqr14gpEjOkfYuYlQ2cLYhmiEmln3IwecjTZXeoJsrvSwtcqL0xc65OsocoSIeyehmk2E3TtR5MT3MkEQTl1i2bVw3CiKwsZKD3/8dg0ztlQB0C3bxhsTutIjx4ZOE5u7qCll7gD/mVPEK3OK8IZkkk1a/jayDdf0zj3l85JEw35CFcuomv6nPQ8bKgwFY0gd/iLapDYJj5ODNUSDtfEblShhVxFaR6tj0mdBEI4ef1jm142VXNHzyJdMt0uz4AnJbKry0D7dehR7JwinrxJXgKemb+a/C3cSiERJt+j4+9j2XNgli1TzoVep9QYjLNpVyx+/Xc2GCg8qFZzTIZ0XzutM69TYpZCeTV8lPFdg+69Egy7UuqP3OY+G/QTLl1A9/U+Ea9YDKowtziBl+ItoHa2P2nUEQWjMHQgza1sNd36/hqIaH5JaxUVdsvjXOR0oSI4tINMU39aJCdsCxbNQQnVgSCIky6wsdnPrN6tZXlz/kmF4qxReubALHdItqFSqhOeJeCvwrH0P19LniAZdqHRW7D3uxNr1FjTmjMPqryAIJzcx81E4bnY4/Qx+ZW5D4BFgZYmboa/NZXOV97DOVesPc+/EdTw9fQvekAxAjS/MfRPX8fKcIgJh+aj2/UQTdm6k9OvR+81yUAjsmEzJVyOIuHcmPE6lbvrBR60VuV0E4WQwZVMlvrDM4BZHtuQaoE1a/ed9mVh6LQhHRZU3yPVfrODVudsJROpXYlR4Qtz69So+X158WKsz1pXXMfrN+Wyo8ACgKDBxXQXDX5vHzlp/zP6SMTXhuVR6G6iO7pA/XLOesm/G7Ak8Aij4t/9K6ZcjCTcxDhEE4fdZuMPJee8uoqjGB4AcVfhiZQlnvLWAYlfgsM6lbuq+oTE13De2VPkY8uq8hsAjwMyt1Qx+ZS7bnbH3o72iYR+upc/hnPdwfToIQAnVUbvwHzgXPE40KNI9CcLpRAQfheNCURS+XlVKjS92mn1YVvjH1M14D2PJQIUnyKfLiuO2PTdzK6V1v28594lMDrpxzn8MlNgAa9RXgW/H5ITHqo0paFM6x28zJKOx5h6tbgqCcAz9b20Z+Q4j+UmHX8hrL6teQ6ZVz6rSY7McUxBOJ9XeEDucfiZvip++5JFfN1LsPrTAgNMX4oGf1qPEWa1d4g4wZ1t1zHZLx6sTns/W9VYk09GbYSQHXdTM/T9QYoOpsq+MwK4ZR+1agnA68IUibKv2smx3LZsqPQmXNFfUBbn7x3Vx2zZXeVlbdnjBPHPr8xO2WTtfj9qUhi8U4elpWwjFeXlS6w/z5YrihKklZF8Z7hWvxm3zrHkX2V9xWP0VBOHkJoKPwjEXjkRZV17H5I2Jv2DmFNXgOozg4+44b/33CkSih5WH5GSjhOsIlsxL2O4vmoQSjf+31JjSST/rQ9T6pEbbVZKe9HFfIpmzj2pfBUE4+uSowo9ryxlQkHTwnQ+iZbKJVSVi5qMg/B5bqrzc8OUK5myrSbhPrT+M+xDHOd6QzPwdzoTtE9eVx2zTWPNxDHgsZrsuozfWztehUh9eapumKKE6gqULErb7in5GiZ5eObgF4UiV1QV4aNIGOjwzg97/nk37p2dw2cfL2OH0xezrDcusLUv8wnDm1tgXE03RmLNJHv5izHZtckfsve5CLelxBSLMKkp83l83VuILx7+3Rf01EE2Q31GJIvuq4rcJgnBKEjkfhWNue62ff03bTHoTeRgzLHr00qHHwh1GbZPtRu3RG2SfcFQaJFNGwtyNki0fVIl/f21KJ7KvXERg128ESuaiS+2CqeVZaKz5R/XhRBCEY2PhTidV3hADWxyd4OPMrWLwLwhHqtjlZ8yb83H6w1zUNfELPJUKDIeY21pSq8iw6tmZYDljYUpsXjfJkISt2+2YCs/Fu/ELooEazG0noE3uiMaSdWi/zKFSa5FMGURcnrjNGlsLVGoxv0EQDiYQlnl+5lb+M7uo0fYpmyqZ8MESfrqhHxnWfc9PWrUKm0GDOxA/2JfvOLzVEGq9DWuHqzHmjcC78UsivjLMrcajS+uKxlJ/P9NJatItenYkuB/l2g3opPj3NpW26RyUKpHuSRBOK2JkIBy2Wn+YTZUepmysYNFOJ7tr/Sjx1gZRP0Png8U7+X5tORO6Jh78/nVka1IOIxF7ptWQcLlh/wJHk4HOk53GnIG9z30J222db2gy8bNKpUJrK8Da6RrSxryJvcef0DpaoZKaDugKgnBi+GFtOQ6jho4Zv794RGGKiRJ3kJpTeLa4IBxLGyo87HD6cQciaNQqUkzxxzLjOmSQbjm0cU6mVc99w+MXf1Op4A998the4+O3rdX8trWa7TU+AmEZyeBAn9aF5MH/IHX0axjzRx39wCN7xiG970nYbu107VG/piCcisrqgrw6d3vctlUlbpy+EBsr6p+5luyqBeCRMfELS2rUKsa0TTvsPqj1NnQpHUka+Bhpo9/A1HJsQ+ARIMWs42+jEheR+vPglug08UMKamMqurRucdu0SW2RTIffX0EQTl4i+CgcljJ3gL/8bw3tn57BmW8vpP9Lc+j/0hxWlLjj5vsIRGQW7qzFG5KZtrmKx85oy4FxsZv75zO0Vcph9SPbbuDH6/uSdsBAvkWykY8u73lYgcyTkbHgTMwdrmy8UaUmdfQbaKwFzdMpQRCOix/XltEvLwlJnfglw6Fquacy5upSkfRdEI7E6v1ypj41fTPvXNINu6HxwqKOGRZeGt8Zm+HQXvKpVComdMni4gNe2kpqFVNvGcCcoho6PjODEa/PY8Tr8+j4zAw+X1GMO5BgeeMxYCo8F3PbSw/ouETqmHfQWPOOWz8E4WRWF4w0FKfan1oFH1zeg0cnb6TDM/XPXH3/M5uBL89hROs0ruvdOEe7TlLz/XV9yLEbjkk/B7VI5o+DWjTaplLBc+d2pE1q4tmLGlM66Wd/inTAPUEyZZJ+7tdozJnHoruCIJygxLJr4ZBF5ChvLtjBh0t2N9pe4g4w6o35LL97KAVJjafX6yU17dMtTNtcxWvztnNlzxx+vL4va8vqCEai9C9IomOG5YhmKnbJsrH4zqGsr6hjc6WXzplW2qSZybEfeQGGk4XGnEHK0Odw9LqXQPEcVDoLhqz+SKZM1DqxhEEQTlXbqr2sr/Bwafejk581z25Ao1axrtzDsFaJq14KghBf69R9457VpXU8Pnkjb1/SDacvTIk7wPBWKbRNs5BlO7ygQKbNwKsTuvLQ6LbM3V6N3aBlQIskqrwhrv9iZaN9A5Eo13+xkk6ZNvrkOY7Gr3VQGnMGKSP+jaPvAwSK56LSWevHIeYM1GIppSAcEpNOQqNWETlgAsf4zlnMLarhq5WljbbvdgU4860FLLhjMH8c3JL5O5ykW/T0zrWTbTegP8TUDocrzaLn72e24/aBLZi9rQadRsWgFilk2nRY9U2/VNEmtSH70lmEnZsIVa9Dl9QebXJb8ZJCEE5DIvgoHLLSuiD/nrUtblutP8yy3a6Y4KNGUnPrgBa8Pm87UQU+WVbMJ8uKaZNqRiupGNgiiezfESzMT6qv9npmuyM+xUlLMqYgGVPQpXZq7q4IgnCc/LiuHK2kOmoBBo2kJtduYH1F/NxtgiA0rWuWnWSTlhpf/azDFSVuLvlwKVk2PX8d0ZqBLZLQJsiHdjCpZh2pZh1ds21AfUXcByauT7j/M9O38MHl3THpjs/wft84pPNxuZ4gnGoyLXou75HNR0uLG22/uFsWN365Mu4xVd4Qmyq9jG2fTs9cx3HoZb0kk44kk44OR5DyRWPJQWPJwZg34hj0TBCEk4VYdi0csmAkiitBgmOATZXxH15bJhv55treWPX7BsM7nH5u6JtPjxz7Ue+nIAjCqerHteV0z7Yf1aJa+UlG1jVRPVMQhMTyHAam3TqA3AOWO45sncrF3bKPOPAYjy8ss7nKm7B9c5UXX1g+atcTBOHYMus1PHl2B85q3zj3oUkr4Q0l/ixvaeI+IAiCcKISMx+FQ2bQqMm06imrC8Zt754gkGjSaTi7Qwar7h3G7toAYTlKQbKJDIvuuL2dFwTh5KEoCkWeGrQqiTyLo7m7c8Jw+cPM2lbNbQOPbl7XfIeRaZtFxWtBOBIqlYpu2Xbm3zGYUncQlz9MXpKRLJuh0UvXo8Gi09Ar187Kkvg5Wnvl2rGIcZUgnFRy7EY+vLwnFZ4gxa4AKWYdNr2mYUZ1qxQTnTKtOP1h5hbVEFWgS9bvLzgnCIJwvIkRinDIsm0GHj2jLbd9szqmLc9hpFMT0/C1kpqCJFPMsuymhGSZXc4AP64rY1VpHYNbJjOydSoFScYmqzn/Hk5fiJ21fj5ZVozLH+aibtl0zrQedq6mYyniLSVcvQHvpi9R6axY2l+BxpqPZExu7q4Jwu+2rraMq3/7lBU1JQAMSm/BW4Muob0jvZl71vx+3VhJJKowoODoftYLkoyU1tUHTexGUfVeEI5Ejt1Ijt1IICyzq9bP6/O2s6HCw8jWqQwpTI4Z//icRXh3zUYumYXK0Q5L6/FobbnodIlT0Ri0EncNbcWHS3bH5IiT1CruHtYKw1GcFS0IwtG3u9bPsmIXP6wtI9tm4LLuOeQlGeiQYW1Y0ixHFZ46uz0dLG4yg6sxVX5GyJBHYMx5vL0mQptUSzP/FvWKXX5Wlbj5ZnUpGRY9l/fMIc9uFGMJQRDiEsFH4ZCp1fXVF53+MP+YuhnfnuUA/fIdfHRFD3IdR6/QixxVWLCjljPfWkBwTxW49xfvwmHU8tvtA+mSZTtq19rL6Qvx79nbeGLK5oZtby/cSb98B19f2/uEKGQT8ZRQ8fMVBEvmNWxzL/s3tt734eh9D5JBBCCFk9dWdxXDfn4Nu9bAEz3HEo7KvL95MQN/eolpY2+jR0pOc3exWU1cV0arFBOZ1sMv0NWU/D1BkfUVHvoXJB3VcwvC6SQky8zYWsX57y5uCA6+v3gX6RYdv90+iHbp9QEDb+V6qr4dRdS/b8axb9FjJI37DlXuMLS6xJ/xVikmfrmpP3/4fDm7XQEAcu0G3r20O61SDv0FryAIx98Op48z3lzQKH3CP6Zu5s2LunJ5jxwse2ZLS2oVV7eTqfj2AuS6Xexdc6Zf8SSPjP0Yq6n586zuqvVzzjsLWbNf2panpm/hhfM6cl2ffBGAFAQhhsj5KByWVIueu4YWsube4Sy9ayjr7h/Ojzf0o/VRfgNX4vZz4fuLGwKPe9X6w1z5yTIqEiz9/j2KanyNAo97LdxZyweLdyEfMMvgeFOUKJ6NnzcKPO7lXvIsEVf8YkCCcDKQo1Gu/O0TTJKWF/qex8D0FgzLbMXL/S8g02hj3JR3KPefvnkJI3KUn9ZXHJPg4N5cdYny9gqCcGhKXUEu/nBpzKzECk+IG79aQY03hNddgXPaTY0CjwBEw9ROuoyQp6TJaxi0EiPbpLLgjsGsuHsoy+8eyoI7BjO6bZqY9SgIJzB/KMITUzbFzdt66zerKHEHGn6OBt3UznkAuW7XAXsq1Ey+FtlXdox727RQRObfs7Y1CjzudfcP6xpejAiCIOxPBB+Fw6bXSLRINtEjx077dCupZt1Rv8bu2kBD5cgDrSmro8oXOurXfHfxzoRtr87bTvkxCHgeDtlXQd2K1xK2u1e9g6I0b4BUEI7Ue1sWs7hqF/d3GYFNty/NgUWr54keZxKUI9w058vT9t/4/B1OnP4wA49B8NGolUi36NhUKRLYC8LvsbHS07Aq5EBzi5xU+UIowRrCZYvi7qOEPYRrtx7StbLtRrpm2+mWbSf7BFiZIQhC0yq9IT4+oKr1XooCv26saPhZDlTj3zYx/omiEYKlC49FFw9ZhSfEWwt2JGz/ZlXpceyNIAgnCxF8FE5ITVV4A2JmRP5eiqJQ7Y0f7ASoC0aINnfQQ5GJhhLP/IoGqkERVS6Fk084KvPE8smMyGpNp6TMmPYUg5m7Og3lp93r+Wr7ymboYfP7YW05KSZtw7LNoy3XbhQzHwXhd3IHIk22h+Qoitz0y1O5ie95QRBOXrJSfw9IpNGki2gElMT7RoO1R7Fnhy+qKPjCiZ85ao7BJBFBEE5+IvgoNLtoVKGsLkCpO0BYrv8ia5lsQp2gpozDqCXFdHRnW6pUKi7rnjif3Nh26TiMzZsiVa13YGwxNmG7pd1lqNQijatw8vl6+yp2+1xcWdgz4T6DMloyML2A+xdPJBBJ/KLgVPXD2jL65SehPkbFtnLsBjZWiOCjIPwenZvIR51tM5Bk1KLWO1CbEhfQMqR2POzrRqMK5QeMowRBOLFY9RK98+wJ289sl9bw3yqdDW1S24T76rMHxmxz+kKUuAMHfQlyNNj0Gka0SknYfn7n2BfJgiAIIvgoNKvdtX7+PXsbw16dx4CX5/B/kzZSVOMjw6rj7mGt4h7z7LgOZNuObsEFgN65djplxs4qMmolHj+zHRZ98yZOVmvNOPo9iEoTm1Bem9QWfVa/ZuiVIPx+r6+fS8+UHFpamy6YdHO7AZT4XLyxcf5x6tmJYWOFh81VXga2OHbFYHLtBrZUe4k2c25bQTiZZVh03NA3L27bf8Z3IttmwGDLwTLoubj76DveBIa0uG2J7K7188KsrQzZbxy1vcZ32H0XBOHYSjXreXl8F6Q4syuGtUqmZbK54WeNOYOUES8BsfuaWp2HxpLd8HONN8SvGysY999F9P33bK78ZClLdtXiCR67IKTDpOO5czuhlWL71zffQftjtEpDEISTmwg+Cs2m2OXnvPcWce+P69hc5WWn08+zM7cy8OU5VHrD3De8Fe9f1p3ClPpZkF2yrPx0Q18u7JqNRjr6/3RzHEZ+vrE/9w1vhd2gQaNWcV6nDBbdOYQ2qeaDn+A40DpakX3FAkytx4Nai0pnw9bzLjIunITGmtvc3ROEw7bZVcnciu2cldP+oPvmmR2MyW7H06um4z+NZj/+b20ZBo2aXrmJZ0z8XnkOI/5wlN0u/zG7hiCc6pJMOv5xVgden9CF/CQjahX0yrUz7dYBjGmbhkqlQpIkDAVnkHTeT+jSuoNKjcZWgGXYK9j7P4zZ0vRLmP0Vu/yc++4i7p+4ni0HjKNEAFIQTjxds20suGMwI1unIKlVpFl0PDG2HZ9c0YsMa+OJFfrMfmRd8hv6rAGgkpDMWSQPeZaUka8gGVMB8AYjvLVgB2e9vZD5O5yUuAP8tL6Cfi/N5ret1cc0T3bHDAuL7hzCme3SkNQqUkw6Hh7Thm+u7U2WzXDwEwiCcNo5JdZo1tbW8sILLzBz5kw8Hg/t2rXjnnvuoXfv3gCsX7+ef/7zn6xZswaHw8HVV1/NDTfc0My9PnX4QhGqfWHUgFqlIhSNIqlUZFr1uAIRPKEIkkpFhlWPdr+g4fwdTlYUu2POV14X5PV527lnWCuGtUphamF/DBoJtVpFuuXoz3jcX57DyD/OascdQ1oSVcBu0GIzHN+PScRbBnII1Fo0lqxGbSq1Bl1ye9LO+C/RoAtQoTaloZb2LUNX5DCyrxyUKCqtBcl46A8ygnC8fVG0ApOkZVBGy0Pa/4rCHkwu3sj7mxdxW4dBx7h3J4Yf1pbRK9eOXnPsKtnm7Kl4vbXaR35S7OxqQRCa5g9FKHYHkKMwrmM653XKJBJVMGrVpJobj13MlmSwjEGT0hVVNIiikrA44qd+kQO1KCE3qNSojWmoNfvONbeohpUlseOosrogb8zfzhNj2zeMu2Q5SpknSCSqYNJKpO03nop4SiEaAkmPxiyWSwrC4Yr4KiASALUGyZyJShV/koRRK9Er18FX1/TGE5Ibno/izYZU68wYsvuTcd53KBEfqNSNzl3tDVHlDfHIrxtjjlUUuOXrVSy8czA5TRSkqvGG8IQiqFUqMqw6tNKhjTMUJYo6UE4nS4RvL2tBrdKdqKKQYdE3TBBx+cO4AhFUKkgz6zBoj90YRhCEk8MpEXy8++67qa6u5oUXXiA5OZlPP/2UG264gW+//Zbk5GSuu+46Ro8ezeOPP86KFSt4/PHHcTgcTJgwobm7ftIrqvby+JRNhCIyE7rm8MyMLSzeVYvdoOH2QS0YVpjCBe8vQSep+NPgltw2oAXZdgOBsMx7i3YlPO/ny4spTDZx+7eraZNq5l/ndGBYYeLcIkeTVpKa/KI+VmR/Ff6d03DOe5SIaxuSNY+k/g9jbHkOGlPjZVhqnRW1zhpzjkhdMa4Vr1C36k2UsAd91gCShz2HLqUzaq2ohimceL4qWkn/9AL00qF9HeWY7QzJLOSFtb9xc7sBSOpTewJ/eV2Q+dud3Ds8fhqKoyXTqketgi1VXka0Tj2m1xKEU01RjY+3F+zgzfk7cPrD9Myx89Q57emcYY0JPO7PYs9I2KbIIUI166mZdT+BXTNQaYxYO12Hvdc9aGx5+MMR3lvcxDhqRQl3Dikky2ag1B3g3UU7eXHWNmp8Ybpn23j+vE4MyJQJ75iEc8ETyHW70NgLSRr4OMb8UQ0zqwRBSEwOOAmUzMM5+2+EnRuQTJnY+zyAue1FaMyJP99JJh2H+p6vfhLBvokE/pDMqlI3j/y6gcu65xBJkC6lxB2g2huO+0zjD8usKXNz9w9rmVvkxKKXuG1AC+4Y0vKgz0ARbzneDZ9Su+Q5ov5KtCmdSB7yNPqsvkiSkXAkyoZKD/f+uI6pmyvRS2qu7ZPHX0e2pkC83BSE09pJ/9S2Y8cO5s6dy6OPPkrv3r0pLCzkoYceIiMjg4kTJ/Lll1+i0+l47LHHaNWqFRMmTOAPf/gDb7/9dnN3/aS30+ljyKvzmFNUw/mds7jkoyUs3lULgCsQ4alpW/j7lE386+z2uAIR/jl1M5d9vJTyugBqlQq9JvE/P71GjSdUn6tkc5WXCR8s4cuVJUSaqBJ3MotGgtSt+4jKSVcTcW0DQK7bRdWUm3Evf5lo2HvQc0Q8pZRPvAj30udRwvWFI4Kl8yn9Yiih6tXHtP+CcCS21VWzpraMIRmFh3XcRS26sq2uhknFG45Rz04cP64rQ6WCAQXHLt8jgFZSk2nVs6Xq4PcaQRD22V7t5cYvVvCv6Vtw+uvTQSwrdnHmWwtZutt1xOcNOTdS8vkgArtmAKBE/LhXvkbZd2cTqStGzUHGUZIatUpFpSfITV+t5OFfNjZU011R4uarpVtwL3+Fqik3I9fVBzEjrm1UTrqaunUfEo0Ej7jvgnA6UKIyvq0/UvHDBYSd9eMR2VdGzW934Zz/GHKg9phcd2Wpi0GvzGHedmejFWXxxJtRCbC61M3Al+cyt8gJgCco8+zMrYx/bzGl7kDC88mBGmpm3UfN7AeI+isBCFevpfz7cfh3TEFRFLZUe+n3n9lM2VSJokAgEuXN+TsY9cZ8dtWK1C6CcDo76YOPSUlJvPXWW3Tu3Llhm0qlQlEUXC4XS5YsoU+fPmg0+2bV9O/fn6KiIqqrq5ujy6cERVH4YW05Je4Atw4o4J9TNxMvrci87U4ybIaGpctzimooqvGh06i5fWCLhOe/pFs2E9dVNNr2t5/XU9LEF+LJJOIpJVSzgXDtFuRALbKvgtr5j8Xd17X0OWRfOXLQRbh2K6GaDUQ8JTH7hZ0bCZUvjdmudbSqP656HWHnFuRAzdH+dQThiEzcuQ6tWqJPavwCDYl0dGTQ3p7Oq+vmHKOenTi+X11G50wbDuOxL3iVbTOwtVoEHwXhcJTUBZmxNf548t6J69h6BAF9OejGOfeR+hQsBwg7NxIsW4hGdnPX0MQvbm4ZUECaWUexK8CMLdXcOSCDhdfnsfS6DCZdmcfdA1LwrngRc5uLSDv7U9LP+Zy0sz7G1Oo8auf/Hdlbdtj9FoTTiewtoWb2A3HbPGv+i+yviNt20PP6qwg5NxOq2Vi/nHs/Vd4Qd36/lqgC3pCMWSdh0jVezpxl0/Pvs7JZfXMeLTXFMeeo9oa4+4e1yHFmTC7d7WJDhaeJvlVjbn0B6eO+wtH/ESTTvjQNNb/dS6iumMcnbyQQiZ0ssq3ax7wi8QwiCKezk37Ztc1mY9iwYY22TZo0iZ07dzJ48GBefPFF2rZt26g9PT0dgJKSElJS4i/lHTVqVMJrlpaWkpWVlbD9dOAJRfh2dSkALZJNrCmrS7jvkl21tEuzNMyKnLa5iv4FyXTJsnFR1yy+XlXaaP8uWVb65Cfx1PQtjba7AvW5JfOP7QSgYyoa8hIonUf19D83zHA05I0gZdjzSOZsIq6tcQ6KEKnbjWvG3fi3TwIUNNZ8koe9gDFvOGq9DQDf9l9iDjUVjsPc/nJq5/+dsLM+J4w+exCpo15Dm9welSr+G1Hh2BL3l3o/715Pt+RsjJrDD6ydm9eRZ9fMZFtdNYXW45OS4XhzB8JM3VzJDX3zj8v1sm0GNleK4OPJTNxbjr9Z2xK/yN5U6cUXlg/7nErITWDntITt3i3fEaxYTt+2l3LXkAJenL2jUXu3bBuXdMtGrVaxbLeLOde1IG3TU4SnfgPRCMmmdOz9HsEwYTKeDZ9RNfkGlIgfldaCtfMNpAx/gWigCuwFh9134dQl7i+NRQNOooHEn/9wzUZ0SW0Tth9IicqEqtdSNfVWQuVLANCmdCZ19Ovo0nuglnR4gpGG5ymA1+Zt5/lzO3L7t6tRFOiRbeXL88zoF99JePUiygFtSidSR72GLqMnakmPJxRh3nZnwn78tK48Jv1KVA4SKl9K1dTbCdesA0Cf2ZfUMW/gnPcoocqVyN5SIoFaJm+qSnjuL1aWMKFbFppTPGWOIAjxnXKf/KVLl/Lggw8yatQoRo4cSSAQQKfTNdpHr6/PvxMMiiUlR0qrVpNsqv+7RhXQNTHt32HQ4t2zhBog1Vx/XIZVz8sXdGHyzf05v3MGZ7ZL46MrevDAiNZc/8WKuOcyNLHE6GQQql5D+XfjGgKPAIFdMyj79iyShz6d8DglVId/+89A/VvKSN1OKiZeRHDP4ARAMqY3Okatd2DtfAOVk65pCDwCBEvmUvrVCCLuxg8rgnA8BSJhZpdvo1fKkVVpH57VCotGx7ubFh3lnp04Jm2oICQrDGl5fIpG5dgNbK32HdPqmIJwqtk7FopHUqvQSkfwkk+lRq13JGxW6+2EKpZT8fUI/jnUwq/7jaO+uLoXE2/oS66jPm/bqLwoqYv+QHjLFxCtH4tFfRU4Z/yJYMVyQpWrUCL1SyGVsAf38v8QLFuEWmc//H4LwulEaroIplp/eJ+hiHsHpV8Obwg8AoSr11D69aiG5wZJXV+0Zq9pm6uYsaWaH67vyw198/h6QjrS5LGEyxftd461lH49mkht/QQHtUqFWZe4+Eu6Nfb3iji3UPr16IbAI0CwbBEVk64hadA/gPr7nFrS4zAmntuUbtEhiYkPgnDaOulnPu5v6tSp3HvvvXTr1o0XXngBAIPBQCjUeNnK3qCjyZQ46e20aYnfODf15u90YdBK3D2skM6ZVjIsOr6/rg/haJSf11fwzsKdDVP51SronmPj/37xNPw8qs2+4ikZVj0Z1jSGFCYTVRRq/RG6PvcbtXvyJu2ve7atIXB5MpIDTpxzHmJvALFRm6+ccO1WtCmdCVevadQmWXKQ/fHfItbMfoDMC35GMqVhKjwH55y/NrRZOlyJe9WboMTOuogGavBt+xF7jz8ftN8RXwVRXyWKHEBtSEEyZ6LWGA56nJCYuL/A3IrtBOQIvVKPLPhokLSMzGrNe5sX8ViPM9CoT70qit+uLqVNqplM2/H5vGXbDPjCMuV1weN2TeHoEveW429Iy2Q0alXcog/jO2eSYjr8md2SKQNr99upnfdI3HZjwVgqf74cRQ4S2PINo3vfy9A94yijtvHQPkUppbJqRdzzuBY9TdKgvxMsnd9oe936j7H3eYBw7VaiwVpUWjOSMQ3JeGrOMhcOjbi/NCYZU9Fn9iNYtjCmTa23o7G1aLSt0hOk0hPCF5ZJNmnJtOox6eo/r0pUxrPuw4ac7Y3IIVxLniNlxMukW/Rc3zePV+dub2j+cmUJP6wt4+sr2pOlq0Ie8zYqSU+wYgXu5S8RDTohGqZ20dOkjn6ddIuem/sX8OKsbbHXAs7v1LjifTTspXbRvxpeXuxPCbkJ7JqBIXcYqFTozKncMVji7h/Wxj33Tf0LxKorQTiNndzTyPbz8ccf8+c//5mhQ4fy9ttvYzDUPzhlZmZSUdE418XenzMyElchEw4uw6JnxtYqRrw+n7PfWciF7y/BG5R5/7LuSGoVKhW8NL4z7yzcCYBKBR9d0YOsOG/U9BoJo1ZDukXP/67r0+itHtTPlvz4yp6kWZp+y3giU8JeguWLE7aHyhajS+/ZaJtKayHtjHdwLX0h/jGVKxtmLKi0FpKHPd/Qpk1u32hm5IH8O6YcNKF8qGYDZd+MpfjjHpR8NoDiD7viWvI8si/xkgpBOBQzS7fg0BlpaTnyWX1jc9tT5q9jSsmmo9izE4M/LPPz+orjNusR6vNEAWyr8R23awrCyS7DquPDy3twYF2HVikm/nlWe9Ishx/IV6klLO2vQJ81IKbN3uev+HdOQZHrv7/9O6eiRHwN46gDyZUrE15H9pWh1tkOvDipo97AteQ5dn/YpeG7v/yHCYRd2w/7dxGEU5VkTCHtzP82ynsIoJL0pJ/7LRpLdsO2LVVezvnvQjo/N5O+/5lNh2dm8OivGymvq/8cR8Me/HuKS8UTKJ6L7K9Ar5G4f0RrumRZG9rUKvj6knx6V75I6VcjqPjpMsp/uAD/jsmknf0RamP9pI9g6TyiITd6jcRdQwvplm2Luc5bF3cl2974nhUN1REsW5Cwb8HyJeiz+pE66lUkQxKXdM9mROvYFxWPndGOwmRR7VoQTmenxMzHTz/9lCeeeIKrr76aBx98EPV+eST69OnD559/jizLSFJ9QGv+/Pm0bNkyYb5H4eDK6wJc9OESVpa4G7bJUYWPl+3Gopf4+ppetE2z4A6E2Vzl5ZlzOnBe50xy7AbMusT/7CS1ir75DtbcO5ypmytZU+ZmYEEyA1okkZ90kn9hqTVI5qxGS673p3G0xtb9j5gKRhIsXYwuvRuG3BEEypcQrolf1VdtTAW1hmioDufc/wMUMs7/H4Hi2aiNaUjmLKIJZk1q7C1RSYlnZETqdlH69Wii+yWqVuQAtQseRzJnYO18g3h7KRyx38q20jUpC/Xv+DfU1pZGoSWZDzYv4azcDkexd81v8sZKvCGZoYXH73sqa89sx23VPga2OH5BT0E4mSWb9Ixum8rKe4bzvzWlFLsCjGyTSrdsO61TzUd83nDNRiwdrsDR5358RZNQac0Y84bhK/qZulVvNewnWQtQNbH8U2PNSXwRKXY1ibnNRQTLFlK3+u1G24Ol8yj/33gyJ/yCxpwZc5wgnI60SW3JvnwOgdLFBIvnoE3pgLFgNBpLHip1/fNOscvPmW8toGi/F3thWeH537bhMGp5YERr1JIByZoHB8xC3ktjySJcW4TGmk+ew8ikG/uztryOn9aVM7LQSh/na3hWv9XomGDpfGp+u5+kAY9QPf3PSOashntFrsPITzf0Y315HRPXl5Nh0TO+SxY5dj1WfePnNJWkQzJlJEzXJFnysHX7IxpL/X0h22bg0yt7srnKy3ery7AZNEzomkWu3YDDePKuYBME4fc76YOPRUVFPPnkk4wZM4ZbbrmlUQVrg8HAhAkTeOedd3jooYe48cYbWbVqFR988AGPP/54M/b65FfsCjQKPO7vvcW7uG94K1qm1A+6+xUc3kOsRlLTMsXETSlHL9F5SJYpdQfZVu3DH5Zpl2Yh3aLDajj2FWT30pgzsfe5j+qpt8VpVWHpcAUacwaW9ldgbnsJEU8JEfcO1JKWjPE/4N8xGffyV9h/2ba95117BgTb8W78DJQo3o2fo8/si+yvxtrlRmpm3Bm3P7YuN6FSJZ78HKxY0SjwuL/aBU9ganl2o7e6gnCo/JEwi6t2cXO7/r/rPCqVitE5bflg8xJcIT92nfEo9bD5fbu6lBbJRvKTjt/vZNRKJJu0bKsWMx8F4XCkmvWkmvV0yrQefOeDqPWHkf1VBOY+RKhyBbr0XjgGPIxr8bO4V7wcs/RRaXcTUSQSJZ7QpXVFpbOihGILA1raXIJv28RG28xtLqTy1+vinitcs45I3W4RfBSE/Wis+Vis+VjaTojbvqXK2yjwuL/nZm7l6l655CeZsPf8C75NX8bdz9LxWpyzH0B3/rdoLDlk2w1k2w2MaZtG2LWd4llvxD0uXLMOyZiGSmPE0eevSIZ9VTv3nmNU27SY44KR+uemrdVeJBX07P1XghMvjHsNe48/NwQe98qwGsiwGhjcUkz0EQRhn5N+2fWvv/5KOBxmypQpDB48uNH//vnPf5KSksI777xDUVERF1xwAa+88gr3338/F1xwQXN3/aS2w+lP2BaMRKkLHn51x2PFH5aZvLGKzs/OZNQb8xn330W0e3o6T03fQpU3dPATHEWmluMwd7iq8Ua1lrSzP0Fjra9oq8ghAiXzKPmkF2Vfj6Lix4so//48ogEnKaNe3XeuVudj6Xg1KrVENOQGJVrfoEQJli7As/Y9iMpYOl59wPU0pI55G42t6eBuqHJFwjbZW4oSCRzy7y0I+1tStYtQVKZz0u+vjDkyqzWhaISvt686Cj07MQQjMt+vKWNoMwzas6wGimpExWtBaA5ldQHu/t9alu+sIFyzHoBQxVIiNRvQJbdvHHhUSaj6v8i32w0EIonHXJI5h8zz/4fqgOXV+qz+OPr/H/6SA/LVqbUN6VziSbR6QxCE+NZXxMnjuIcrEMEXrv/8apNakzT4SThgYoCt2+3I3lJClctR4qRLUsLepj+zdbuw97oXXVq3Q+qvJxjhf2vK6PTsTMa8uYCRbyzgy+JsDN3+0nhHlUTyiJfQOFod0nkFQRBO+pmPt956K7feemuT+3Tt2pUvvvjiOPXo9JBrT5zDSKNWYdGfOMUfdjj9XPD+4oYiOFBfoftf07fQM8fORd2O3+w9jTmDlGHP4eh9L8HyJai1VnTp3ZHMWQ1FXCJ1uyn77myQ9w+MKnjWf4wuvXt9Hhl7ARpzdkPyd7XWSn2lucYJ72t+uwdbzzvJvnIpocqVqDQG9Bk9kUyZqLVNL2PXpnRM2KY2pqGKs1xLEA7FvIrtmCQthb8j3+NeaQYLPVJy+XTrMm5o2+8o9K75TdlURV0wwrBWxz/4mGnVs1XMfBSE406OKny0ZDfvL9nFwKxs2ttbNVSWrZn9V2zd/0TG+f8jVL0OlSGFSnNv/jHHRZJNjUFKPJdA9pZQM//vpI15i2jQheyvRJvUlkjdTtyr3yb7kmmEnRuJ1G5Dm9QWtSmtfjm2HP/lrMaWf0x+f0E4VbVJSZx+wayTGvLcS3oH+sx+ZJz3HWHnJpRoBF1KR3xFP+Oc9whqY2rcsbdKa27yM6tL64p328+EnRubTsOwxw6nj8s/WYay3yPFzT8W87fBE7j/8utQ1yxDpdaiz+iNZEpHrbMc9JyCIAhwCgQfheaR6zDSNs3MpsrYGTJX9colY7/CMNGowq5aP0t317K5ykvPXAcd0y3kOI7PcsKPl+5qFHjc39+nbGJoqxTSj0MhG9lXSaRuF/5dM1Hr7RjzRyMZU1HrGg9KfNsnJRxAuJa8QPbl89FYGs8YU5vSMLY6F//WHw44QiGwayb23vdiTTtgxuVB6DP6oNY7iAZrY9ocfe5HMv/+WWvC6WlexXY6ODKQ1Edn8v2orNY8t2Ymu7215JodR+WczemrlSUUJBlpcRyXXO+VZdMzbbMoKCUIx1OpO0C1N8SzM7cC8MJCN6PG/BV+u6ZhH/eKV3CvfA2tox2+oZ/T/tUtSGoVq+7pirQn+BgNeZB9Zfh3zSQadGMsGI1ct5vg7plU7J6J2piGWm9H9hSjRPyoNEZs3W7FmDsMcofVnyPsx9rxD9QdkD8OQGMvbFil0RQ5UIvsLcW/axpEoxgLRiOZsxot+RSE00XbdAtZNj2l7thZi38e1LJRIU6NLZ+ST/qi1tsANRH3dvZOLLD3vi/u2FsyZTT5mY24tlO3/D+EK5ajS++JZHA02ica9iN7Swjsno0cqCIpeQAfjs/l5oml+MP7ZlU/NaeC2cVhfrz+YuxxcjcqisLOWj8ril1sqPDQPcdOpwwrucfpeU8QhBOfCD4KRyTLZmDiDf248P3FrCnbl0dofOdM/jG2HeY9yYoVRWFZsYvRb87HHdi3XKggycjUWwfQqom3gUeDHI2yrjzxcoedtX5Ckegx7QNAxFtG1dTb8Bf9tN9WFamjX8fc5qI9gwyQAzWEqtYkPI/sLYnJ9wQg6e2kDv83lRE/gR1TGrbr0nuRfs5naEzph91njTWPzAlTKP/xQuS6XXu6rMbW9TYs7S9HpT5xZrcKJw9FUVhYuYMzc9odtXMOzmjJf9bN5suiFdzdefhRO29zCITrl1xf0DmzWQo6ZdkMlNYFCYRlDFrxGReEY22n08e57y7i4TFtG1LBbKjw8FNNG8b1eBhl5b8gGgZAbUgh3PcFbp9UicOo5ZMretBiT/XYaKgO76avqZp6K3uDFZ71nbC0u6zhWlF/JVF/ZcPPSsQfs4xTrTXi6P8Qsr8K35ZvG7ZrkzuQfu7XB831LPurcS19EdeSZxptt3b7I0n9HkQyxeaXE4RTWZ7DyNRbBnD+e4vZUlU/aUOlgmt65XLHkJboNPu+azXWfDIvmkLFDxcSqSuq36hSY+16C5YOV8Yde6u1Rhz94n9mk4c9S9WUWwCI1O1AkRunTIqGffiKfqZy0tWg7As0Dskawq9XvcTw97ex//yN7TV+vKEo9gPiiYqisLLEzag35uP0hxu259oNTL11AG3TxOxIQRBE8FH4HVqnmplyS38qPCFc/jBpFj3pFh1Jpn1vw4pdAc7578JGgUeoXwp9wxcr+PYPfUg2HdnyXWXPeoCmHtAltZphrVL4fk1Z3PZu2TbMumP7gK0oCt5NXx0QeARQqJp6K/qs/uj0HVEUBV/RZHQpiav2apM7gqbxLE1FUVCpVGisuaSP/QjZX0HUX4XakIRkTEM6gsAj1P9d9endyL50NrKvAiXsRTJn7lli8fuT6gunpx0eJ5UBL+3tGUftnBatnv5pBXyyddlJH3z8dWMldcEIw5thyTXUL7uG+nt0u3TxsCAIh2vvd/Kh8IUiPDRpA6tL6yhzBylMMbGt2kfrVDOzSxTCORdy5tkXYFeqsJstYExnq8/KU+NUZFj1ZNv0aPbMeozU7aZq6i2Nzi97djeZ31ltSImbgkUyZZI65g2ig/6O7KtArbejNqajMce/b+//O4eq18QEHgHqVr6KqcVYTC3PPKS/jSCcSjpkWPnt9oFUeILUBSNkWPSkW/TYjY0LX6pUKvRpXcm6dFbM2Fuljf1ObngGsGSRMuo17L3uIuLejlprIewqomryTcjeUgB06T1QH3AO2VNM5aSr9uWN37u9dDZ56Z9xdruzmbhhXzHXnrl2rHFSa5W4A5z77qJGgUeA3a4AV326jJ9v7Eeq+divMhME4cQmgo9CXJWeIJsrvby7aCfhqMK1vXPpmGkl09o41+PeamaJ7Kz1U+mJv4R41rYaKj2hwwo+VntDlLgD1AUjTFpfwaYqD4NaJHNux0wKkoyo1bED/vM6ZvLorxtjAqAAT57VoVGw9FiQfeW4lv07Ybtn3cfYev6ZcM1mauc/SvLQp1Eb0xrNTtgreciTaEzpyMFaIu4d1K39gKivHHObi9Bn9kFjzUUy/v48evvTWLJFVWvhqFlUtROAdvajO/tlZFZrHlsxmY2uCtrZjyzgfiL4YkUxhcmmhtlMx9ve5V9FNT4RfBSEQ1QXjLDL6efDpbvYXuNjXMdMhhYmk5/U9Oe43BPiixUlALyzcCcPjWpNodFFbmgN5rL/olZlIhmu4tfd6cxbFeG6vjZaJptINu8bt1R5glR4gySt/zDm/NGgCyXiR5vUlrBzU0y7o9//NSzjVKIykbqd+Ip+Jlg8F11ad8xtL0Sf2TdhjueIp4RQ5Uo8Gz5DrbNj6/EnXEtfSPj7upY+hz67P5Le3uTfRRBORVk2A1m2xM9M+9t/7F3qDrC6yM1HSzdj0krc3L+AjrY6ouWLUBmSUGtNeNZ9TDToxNR6PCgqKiffSDSwL2iISo21y00oB6R18mydGBN4bLDhTf7U/+KG4KNKBY+MaYvVoI3ZtcwdpNgVvxDlkl0uKj0hEXwUBEEEH4VYFXVB7v5xLZ8uK27Y9tHS3Yxuk8oHl/c45C9OgBpfuMn2pio0HqjKG+S/C3eSn2Tius9XEJLrvyy/WlnKw79sZObtA+mREzugLUgy8tvtA7nms+WsLq1fIp5h1fPKBZ3pknUcZvBFI0R9sYHEvSKeXdTM/hvGvOHI/kpqZv+NtDPfxTn/MULlS4H62QmO/v+HPrM/ctBF3er/4pzzt4ZzeDd9hcbRhswLJ6EVyeCFE9jSqt1kGq0k649ucK1fWj5mjY7Pti3nsR4n58waXyjCj+vKufQ4FsE6UJpFj6SC7TWi6IwgHApvMMI3q0q4/ouVDdu+XFlKjt3AjNsG0jo1cXqZUCRKZM+axo2VHs7IDRL99RIirm001K5d+TID+zzFouhA+vxnNg+MbM19w1qRbNZR6Qny4M/rcfojvJy6O+41aub+H2lnvodr2YsEdk4DQKW14Oj7NyztLmlYxhmqWkXpV6NQwvWparybv8a58O9kjp+IIWdIzHLPiKeY8h8uJFSxvGGbWm9F9lUk/H1lf1XCnNaCIMQqcfm55KOlzNvuBECvUfOn7hqqpl6Eo/8jhHf/hmvRUw37ezd9hTapHelnf0zZ9+dCNIJkzSNpwON4N3+HLrVLw7413hAB186E144GXVh09ZM6cuwG3rqoK+0SLJ92BZp+3ts/d6QgCKcvEXw8zbn8YRTAsd+0/xUlrkaBx72mbq5iyqZKrumdhzsQJqo0Pi6e1qmJAwxWveagx+9vU6WXrlk2rvp0eUPgca+6YITLP17KzNsHxszOVKtVdMu2M+WWAVR7Q4SjCslGLdk2Q9yZklCfO0mJRlDrHb8775pKY0KfPYjArmlx240FY3AtewnJmIIheyD+HZOpnnY7SYOfRLLkoET8RANOVHoHkjGZUPX6RoHHvSK1m3EteY7koc+i1oi3i8KJaUnVLlrbUo/6eXWShiEZLflk61Ie7X5Gs+RL/L1+Wl+BNyQzonXzLLkGkNQqMqwGikTwUThNRKMKrkAYjaTCqj/0McleZXVBbvxyZcz2YleA+35cx4eXd280UygcChAKetDqzKQbVbx0di7rqsJoJTXRFc8QcW2LOZey+G/ces4CXl2s4unpW5jQJYtks4515XX8d9Eu2qSa8XU+E/XmL2J/P38l7lVvknbmeyihOqIRP2q9HY05G5VU36+It4yKn69sCDw2kENU/HQZOVcuRmPN29efqEzd2g8aBR4BQpWrMGQPbHhxeiBj/khUYtajcJqLyiGUsBeVxtTkeF1RFL5eVcq87U765NkZ19pI5wwzqSUfE/CVo01qTdWv18YcF3ZuxLv1R7IunYNct5NooAb38v8gpfZAvefz5w9FmLe9hvapw5F4Ne71dek9aZOZxqp7WpBq0aFVq5ESPDflOYyoVDSqkL2XUSsdcYotQRBOLSL4eJoqdgWYta2K1+ftIKoo3NA3nzFt00g26fjP7KKEx/1ndhFtUs389ef1RGSF6/rkMbZ9esJKZhkWPZd2y+aLlSUxbY+d2ZbsQ5xFKUejoNTnQjkwn8hemyq9VHlDMcHHvdL35FdpSsRbTqh8Ca7lL6GEvZjbXoK59Xg0v2M2oSKHsPe8g8DumY2SOUN9YmmNrQUaay6edR+TNvY9kPTYutyId9NXhGrWo7W3wtLhKnTJ7QHwbvku4bU86z7A0ec+1Ps9JAjCiUJRFJZVF3NRiy4H3/kIjMpuwy/FG1lYuZP+6YnznJ2ovlhRTLs0MzkHZnI/zjKsOjHzUTgt7HD6+GpFCV+vLsWq13DX0EJ65zpItx76C7zZRdWNCjLs78d1ZVR5Q1gNWgIBL7K7CNfyl9FKaiwdrkLe9BUXlC9kvKUF1u5/JrzFQl38U6Ev/ZVeuYNZtLOWdxbsIBCW8YVkDBo1m6u8lOq7UmArIOLe0fhAlURSv4fQmDPBnBn33FF/FZHaLfHbAjVEvKWNgo+yr4K6VbGVdf07p2LreQeedR8SDboad0NrxtbtNtQJlnALwqkuGvYT2XMPCFWuQJfcAVvPO9HaW6PWxc6QLvcE+Xx5MfOub0l67TQMu75G5ddjbnMRSRf+jG/zt3GuUs+z7gOsna6lYuIlAKgkA5FB/6XUA7tqa1hdVsdHS3fzf4Na0DFuWgYVSUOfQ2VNo6zax0M/b2BVqZvOmTbuGlZIq2RTQ3FRqH/G+kPvPN5bvCumLw+Oat2oorcgCKcvEXw8DZW4Alzy4RLm73A2bJu33UmXLCsTb+iLJxSbG3EvbyjCzK3VzN5WA8D8HU7ap1v49eb+5MUJQCaZdLx4fidap5l5eU4R7kCEbJuBv49tx/mdMtHuSZR+MFurfFz60VKePCdxMRaAsJzgCeAQRHwVVM+4s1GluGDZIlzL/k3WxdPR2lsc2YmVCO4175F+9qfULnqKUOUKUEmYCsdh7XoT3s1fo5L0RINOfNsnY+10HeU/XNgQqAyVL8W76SvSz/kMyZxNNFjbxKX88V87CsIJYFtdNe5wgDa2Y1PttFtyNql6M59sXXrSBR/dgTA/r6/g2t7N/+Ig06pnmwg+Cqe4ohovg1+ZS6l7X7XnaZuruKJnDi+e14m0g7ys3KsuTj7pvaIKRKIgyzKB4tk4J16Axt4S+6B/UvbtmfuWIJcvpWbrNyQN+gemVuPxbf0+5lzqSB16Tf2YqS4k8+KsbdT4wrw0vjM3f72Ky74t59crvsO+/knC274DRUaX1p2UEf9Gm9z02EmJNr1kUokckMtNiRI9cJbknu01s/9G+rnfULvoqYZl3obcYaQMfxGNrWWT1xGEU5WiRAmWzK1fCr3f+N6z/hPSzv4Uc6tzY3KrRqMKb5ydQtLsC4m4trH3ThXYPYvU0W8SDSV6VQFK2AfU3y90WQMJ9PwXP+80ENpRwn0/ruPBUW3wBCNc9V0ZU676guRNzxLZ+hVEw/XFLfs+TdjemTlbqjn/vUUNL1iW7nbx0dJdfPuHPpzdPr2h4JXdqOXJs9vTItnEi7O2UesPk2HV8+iYtkzomoVee2yLewqCcHI4tMiPcEqZva26UeBxr9Wldczf7uSy7onzjZ3RNo1522sabdtQ4eGLFSVEE7z6z7QZeGRMW1bdO5xNfx3JwjsHc12fPFLMh/b2uy4Q5qFfNlDsDpBk1KJJMOXfYdSS8jum9YdrNjUKPO4le3bjXv4yUTkY56iDU+sdqNUaamY/gLntxaSf8znpZ3+CZEqjYuKl6NN6ECxfAoA+oxfV026LmSEJCpVTbkb2lWEqPDfhtQx5I1GJStTCCWp5TX06h2Ox7BpAUqkZmdWaL4pWEJITBwRORD+sLScQiTZblev9ZVoNYuajcEqo9Ycpdvmp8jbOM+gPyTw1bUujwONeny4rZlv1of/7H1KY+DPbOdOK3aDB7y7GPe0mUGRs3W7HOe/huLkPnfMfx9opdhklQChrDKtK3ACMap3K4l21/LatvhBEfpKREneA/u/u5PnQXygfvQAuWE7a+IkYsgei1jY9m1ptSGlYjhnbqGk067F+fwemlufE3T1ctZpo2E/62Z+Re91Gcq/bSPq4L9Gldo7JGykIpwpXw70m9p4SCMv4andT+ev1ccf3VVNvRvaWxRyXYpRILfkibiqG2qUvYiocl7A/xvzR+FRWKs9YyJfJzzPkUze981N5YOI6AObvqOGMdmlUeUMM+O92nvTcRunIeVSNWcD0wneZVNsePwb+8PmKmJndUQWu/2IFJe7GLyUyrAb+NrI1K+8Zxqa/jmTxX4Zwc/+CQ36RIwjCqU8EH08z7kCENxbsSNj+5LQtnNkunYKk2IFqqlnH2R0ymLQhNpn4e4t3Mnd7DWV18SudaSU1+Q4jrVPrlxQeTj62Gn+Y79fUfyl/vaqEPw2K/+b8xfM6kW078i84z7r3E7dt+ISor+qIzqvWWXAMeBTZV4Fz7kNU/HQZFT9dRt3qd9A62qBN7YRcV79MQa21IPvK455HCbmJeErQJrVFnzM4dgdJR/LQZ5AMSUfUT0E41lZUl5CqNx/1YjP7G5PTluqgj0m7NxyzaxwLny8vpnOmlYwTYGlSplVPtS+MN3hyBXAFYa+6YISFO5xc/MFiuj8/i7FvLeCHtWUNgYFqX4hPl8fmtt7ro2WxSwcTyXUYuLBLVsx2tQpeubAL6VY9SqCq4btdY82NW3kagGgY2VeO2pDc+FzZw1nsdOAKROiebUOtVrF7T2XZ79eWMbpN/Qsdb0jmP/PLOefzUqLmFujM6Yf0O2jM2SQPfTZum6Pvg0jGxudRa804+j2EShu7VFSb0hl9WhckgwOtvSVae0sxLhFOWZ5ghEU7nVz80RK6Pz+LM99ayP/WlFLlDaIoClurvNz9w1qKK4qRfbEBRgAlVEfEWxqzXQpVI2/5NO4xEecGJHMm+sx+MW0qSY9t4N/p+04R/d/dzT2/lpBm1rPD6W8IJM7YUs3QwhSybHoCkShvLq5g8Ps76fdeMQ9Or+aMdmkUuwJU++IXiKrxhanwxLZpJDV5e573cu3GhLn1BUE4PYng42lHIdrEstyoomA3aJh5+0DuGlpIklGLzaDh2t65fHttb+78fk3c3EbRKMwpquEv36+J+9bvd/d6T58/XLKbdIuOVy/sQscMC0atRO88O5Nv7s/5nTMapv8f2TWiTTRG4Xd8f2odrci+YiHmthej0pqRTBk4+j9MxnnfoXW0JWP8j+jSusNBg7IKGnMG6Wd9TNKgJ5HM2ag0JoytziXn8oUNeSEF4US0oqaYVrZjO7Ov0JpCW1sa729efEyvczQ5fSGmbK48IWY9Ag0B0B1O/0H2FIQTj6IoTN9cxYCX5zBtSzXVvhDLil2Mf28xr87djmdPUD3Rao36tkO/XqpZzysXduaVCztTkGTEqJUY1SaVhXcOoU+uY2+nDvl8amMKhoIzUGlMSJYcdH3/yY5OL/LQjGruGlrIY2e24y//W7OvrwqMbpNGikmHVV8/Xlt45xAKUw79JY9K0mBqPZ6MCyahS++JSmNEm9yR9HM+x9bt1rj56LSOVmRfvgBzu0tRac2oTek4+j1E5gU/orEkXkEjCKcKRVGYuaX+XjN1UxXVvhDLi11c8P4SXppdxPYaH33/M5s35u+oz13f9MkSbE58nHvZf0g94x3s/R5CMmfVPw+0HEfWpXOYXJaM0x/GqtdwQ988fri+DwfGAf/47WrevbQ71/XJw26oLwL6x0EtmP2nQRQkmQ562xJJngRBOFwi5+NpxmbQclO/goacjQe6vm8+EVkhqsA9wwoZ2TqVCm+QtaV1rCpxs7nKG/e48Z0zmbq5ErVKRaUnRF1QxqhRk3mIBWWakmTUMa5jBj+srZ818OCkDXTIsHBt7zwyrXr65DnokFG/1DgaVSitCxCSFfSSmmz7oV/f2ulavOs/jttmbncZasORBwZUag265Hb1OVqCtaBSI5kyGpYgmVqciT6jF9GgC7Uxlag/dpalSmtBMiQTdm1HrbNi73UXlg5XgiKj1tlQ621H3D9BOB5W1ZQyNLPwmF/nzJx2vLZhLmU+N5mmE/9z8f2aMiKywrAmlm8eT5l7go/bnT46Zoo0DsLJpdgV4LZvVsVt+8fUzVzVM5csm55Lu2fzwZLdcfe7qlfuIV3LE4xQ6g4QVeD8jhlc1CWLkKxg0dc/yDcwpDZ8t8u+cjT2wrhLKVFr0KV2JTV3BMrgJ0El4SKJpLoQX16dw/QtlVz28VIC4X0BiVv6F3B2hzSGFCajKJBi1mLUHv7wXtI7MBWMQp/erT7Ho6RDY0o8c1KllvaMa94gGnDWj2uM6agk8WghnB5K3AFu+WZV3CDdk9M2M7Z9ekORzJKQhdbGNKL+yph9VVozkiWLiLcMJRJApdYgmbOQjKlY2l+Ba/HTca8vF4xnYUmEvBY3ktr2KlQoRCQLekcmZyfLrGyZWX9PMOkw6iTCUaVRReodTj/nvbuIC7tk8ebF3eiTayfbbkCvqX82SbfocRi11MYp9Gk3aMiwiOJRgiAcHjHz8TQ0onUKPXNiH8jbppkZ1DKJjs/OpNWT0xj++nxK3AHWltXxwqxtWI1aeufF5gQqTDExqGUS1/TOo2+eg6GvzqPVk9MY/OpcvlpZQo03/pT9Q2UzaPjXOR2xG/YNaNeXe/jrT+uZsaWqIZdIRV2QV+YW0evFWbR6choDX5nDR0t2HfJMTF1Se4wtxsZsl0wZ2HvdhVrz+wOpap0FjTUXjSU7JveRZExFY2tB6pi3iDfNMnno01T/di+732tL2ffjCJYtRq13oLHmisCjcMKrCfoo9rkotB77ANuo7DZoVGo+3LLkmF/raPhyZQlds22HnAf3WEsx6dCoVWLmo3BSqvGFKauL/70vRxU2VXkw6TT83+i2pMb5zI3vnEnrlNiZfgfaVu3l3h/X0f2FWXR4Zgbj31/CunIPZp26ceARqJKTSBr5OqDCvfxVkgY9AerYIF3y4H8hGdOR9DZkYxYra42c//4Suj3/G0Nencuasjq+vbYP6Xse+ge2SKJPvgOtJJFjN5LrMB5R4HF/kjG1fpzSROBxf2qted+4RgQehdNIjS8cN28s1M9IXldeR7JJi16jRmXKwjD0NVDFPnqnjHiJiGs7pV+OYPd7bSn+pDeuJc8hB6qxdrkRyRpbiE7KGsxyf0vqpFQe/62C9Gc3YH1qPWd8sJkFO5zICvvuCbr6540Mi46/n9mu0XnCssJ3q8socBhpmWJuCDwCZNv0vHNxt7iLst68qCvZR2GCiSAIpxcxSjgN5diNfH9dX35eX8FbC3YgKwrX9s6jR46Ncf9d1PCWbkuVl1u+XsUL53ViSGEyf/x2FW9d1A2nP8y7i3YSiSqc2zGD3nkOlhe7WVPm5quV+3KWbKuur1D95kVdub5PHtLvWBLdNtXM0ruG8taCHfy0voIko5Z7h7eif34SqWYddYEw/5i6iVfmbm84ZqfTz7Wfr+CZcR348+CWjb5Q45HMGaSOeYvA7lm4l79ENOzD3HYClg5XobUdn8q5KrWEMW8k2VcuwrX4GUJVa9EmtcHS6Q/4tv6Af/skoL5CXulXw8m6dBaGzL7HpW+C8HusdtbfGwqtyQfZ8/ezavUMy2rFmxvnc0/n4UjqE/c9W40vxLTNVdw28MSpzi2pVaRbdKLojHBSSlSUbi/DnrFAq1QzC+8cwnuLdvL9mjKseg13DStkcItk0g+Se7WoxscF7y9mdem+arNLd7sY/eZ8pt06gGGtGh+vIkIkFCDjvG+pW/ch/h3TybxwEp61HxAsX4bGlo+jz/1oUzo3LHHeUOFh4MtzCMv105RCcpRPlhWzYIeTdy7pTrU3xJi2qSIAIAjNRDrIvcaokQjLCn8/sx1PTttKjjmVR87+Df3Gl6FmDdhbY+t1H1LUQ9k3YxqOiwZqcM57mFD1WqT+z1Mz5AccZf9Ds/MbVJIeue1NGPNHYqkzc+s3q1lfvq/y/OJdtQx+ZQ7z/zyYPvmNc61aDVpuG9iCQS2S+df0zex2BRjUIpm7hhXGTdOgkdSc0S6NJXcO5V8zNrO2rI4O6Vb+Nqo1bdMsvyvVlSAIpycRfDxN5TqM3DyggAlds1AUBXcgQut/TY+771PTN/PcuZ249rPlXPHJMp46uz23DixAliEvyYAnKHNOh3Qe/XVj3OP/+tN6xrZPI8+x74vNF4pQVhfEF5ax6jRk2fToDggOVnmCVPvCyFGFJJOWwhQzT4xtx/3DW+EOynhCEVzBCDpJRZUvzGvztse9/mOTN3Fxt2wKkg6e/0hjzsTS7hKMBWNQohEkQ/Jxr86o1prQp3UjdczbRMNeov5KwjUbMbUYC9Ewno2fQzQCSpSa3+4j47xvkYwnxnJNQUhkdU0pWrVEnslxXK53fl4n/lj8HZOKNzAur+NxueaR+GFtOXJUYWjLE+sznGHVi5mPwkkpxaylY4aFdfs9kO9l1kmNHrJbJBn546AWXNkzB41aTYpZi8PY9AzkGl+IDRWeRoHHvaIKPPDTer65pjc5jn2F+9IlFxXTb8Kt1mBuMwGNNQfv5m9B0mNuezGm9ldSrqTjro2QpPeRpKrC7Ktg4XU5/LRN5vn5VQ1LH7dW+wiEZa7tEzsbShCE4yfVpKNzppU1ZbH3ApNOonWqmbAcpU2ahQd+Wg/At+slHh/1ABcOl5BUoGghsO0X1Ho70aCr0Tm8Gz8nuecDbPYnkZ59I17reNaWe/lohhdXYDP/Gd+pUeBxr6gC9/64ji+v6YXdoKW0Log3GMGs15Bl1TO8dSo9cx0EIjI2vQaDNvFzjkWvoUeunXcv6Y43LGPWSpj18cMHTl+IKl+YYETGYdCSbTOIgjOCIDQigo+nub3L/GZsrU64T6UnhFG77+3Wk9O2MP+OwUzaUMG1n60AiJnGvz+nP0yNL0Keo/7nYpefh3/ZyCfLdhOWFSx6iXuGteLWAS3IsOqJRhXWltdxw5crWLKr/ou4ZbKJNy/qStdsK9M2V3H3D+so37Os6qwOadw9tFXcQjgAvpBMtTd0SMHHvU6EyozRUB3uZf/BvfJVlIgfJB2WdpeTNvZDKn+5FqJhgqXzUcJeEMFH4QS3xllGgSXpuM1CbO/IoIM9nX+vmXVCBx+/WVVC5yzrCbPkeq8Mi54iMfNROAllWA18dEVPhr02F09QbtiuVsHHV/Qka8+sRncgzPTNVfz5+zUU76kcPaQwmbcu6ka7dEvcc68vr+ON+dsbZiPGs2hnLb6w3GibFK5BkQMgg2fdBzHHhNMH0+fDjdzSK4kbstdTtfT/kHzl2IFr80Zz4bVPM+bTMkrc+ypcX9RNFHURhOaUbtXz4eU9GPbaPOr2FLKCPfeay3uQ6zAwtn06a0rdDW33DUxlgn0J/PIwEV8FNagw5I8k7exPqJp8E/IBVa8ri1dzx4/JuAMRruuTR5/8TNaVr+CMdulM2lCRsG+zi2pYV+7BpJUY99+FVPvCGDRqbh/YgnuGtyLLZsB2GGEAs16TMOgIsLXKy23frmLqpvqc9RlWPS+c15Gz2qXjMJ1Y4xtBEJqPmC8tAJB0QH6iA+U7jIzrmMHN/QtYdOcQlhe7uO/HdVR5Q/jDMjZD019ghj3ByypviBu/XMn7i3c1DN49QZnHJ2/ipTnbCIRldjh9DH11bkPgEeqXOP3lf2uYt93JlZ8sbwg8Avy6oRJfqPFAP+b6B1lyfaKJhr3ULnwS19Ln6gOPAHIIz7oP8G78AnuPOwBQ6WxwnGdmCsKRWOMspcB8fIP6E1p0ZUbZFpZWxS8q0dzqAhGmbKpkcItjvxT9cNXPfBTBR+Hk1DXLxoq7h/GvsztwTod07hlWyOp7hzOmbWrDKovlxS4u/GBJQ+ARYPa2Goa/Po+dcf7tb6/xMfTVeSzaWdvkmMmil1AfkCRNJTW9NNoV0ZFm1nFd/k6is29C9pU3tIV3TcUy60I+Gp/RsC3bKpZaC8KJoEuWjeV3D+Xpcxrfa85ol0aO3chrF3ZpmG3dJcvKNblFROfcQtS3N3CoENg5jeppfyJ5yL9izq/o7PhCMv6wzGvztjNzSxU39ivAE4yQ2kRQz2HUsrPWz10/rOXBUW0ACESivDBrG4/8soG6YGwRmSO1u9bPqDfnNwQeAcrrglz5yXLmbHcetesIgnDyEzMfTzEVniAVniC+kEyySUeGRYfV0HRgEaBNmhmrXtPozd1eo9qk0jbVzNfX9EajVlFWF+DBnzc0tHtDMpJaRZJR25Avcn+DWyRjkFSEZJnyugC/boyt9AZQ4gqws9bPTqef9y/rQYk7wLMzt7C9pj74dmO/Av7204aY46IKVPvCZNn0cRM/d8myknoCVmSLeEqQ/ZUocgjJmIZkykCtrV+mJXvLiXh2kz7uS1Ci9YnpVWpUkgEl5EYyZ6HPGYxkzqk/j68SyZSGZM5GFS8ztCA0I0VRWFNbxqUtux/X6w7NKCTHZOfJlVP5ZtQfjuu1D8WvGysIyQqDW56AwUeLngpPiEBYbnJJliCciCS1isIUM/ePbM2dkZaEIlEqPCHWlNVh0krYDFr+NX1L3GPL64LM3lbDlb0ar5b4dWMF1b4Qzl0hHh7TtlHV2P3d1K8AraRqWOYIoDamoU3uQLhmfWxfrXmscRv560A9muV/InYUBhH3DnoZtzH56jbcObmCq3vnstPpo8ITwqRRkW9woQ1Vo1JrUWlNRENuiIZRm9KRTJmoNU3nsDxSUTmI7C2rD6SodXvGIVliHCKcNvbea+4b0Zo7hrREJ6kb/v17ghE8IZlu2TYMGjUPDrQjLb81wWd8O0okgGTKRPaVAaDW2yknm6EtPDw40EKK2o2i8mFzZHH+5zVc3C2br1aV8vTIJDrag9i0MjpLBps9ZkLoKHMHuKKTmSvbBbkox4Hd4iAUBafHi+ItQdHloYpTAOdwrShxsTNBmpZnZ2yhS6aVumAEX1gmxawj06JvchalIAinLvHJP4VsqfJyyYdLWFFSP71frYIb+ubz+JntyDxIQvIcm4Efb+jL2LcWEIhEG7bnJxl5Y0LXRlPmfeEou2obf8k8O2Mrb13cjWs+W45/v+VGOXYDD41pw4jXF/DU2e2xJPiyef7cjuys9dP1ud8IyfXXb51q5pULunDfxHWsL/eQYzewsTI2twnAszO38NmVPTn33cWNAqjpFh1vX9wN3QmUFFmJyoQqV1Lx06VE3DuA+lkRjv6PYO18HZIxBUUOYMjsQ+Uvf0CJ1M/AkCw5pAx/EdfylwmWzEUyZ5My/EXcK14mUDwHyZxN+tmfos/sg0o6eMBZEI6XYp+LunCQAsvxnfkoqdVcXtiD59bMZHl1MT1Sco7r9Q/m+zVltE41k3UCFozI2LM0dWetn7Zp8ZegCsLJwOkP88SUTby1YCfynvwsXbNsPD2uA+vKPTHjGYBpm6u4slduw8/RqMLUzfWzeqIKfLR0Ny+c24m7f1zbKADZK9fOsFYptHt6BrcOKOCvI9uQYdWjMaeTfs5nlH49mqh/3+wglc5GZOgn3PdtDe+PSyFSuznh7xHaPYMuvi+ZdcmfKJYj9HxxHgNyzbw82EvNnJvQ2Aqw97mf6pl3Idftqj+/xkjSwCewdLwKyXB0X3LIASeejZ/jnP23RuOU9LM/RZ/RR1S+Fk47+xe2LK8L8MSUzby5YAdDWibz5sXdaGmsIuLalvD4UPUaNI5WyL6y+skGI75gVanCy93XwcwHUML1z0BhUyY/n/s+GrvEwqtseCZfSsS9nQAQlPRkdXuAX5VzGJJvxLHtIWo/nwpANWAsOIOcbrdR/f01aEe/iT5nIGrp972cmL2tJu72FslGHhzdhnHvLmLtnryYGrWK2we24G+jWpMhZnALwmlHjAxOESWuAGPfXsC26n1LhaIKvL1wJ0lGLX8f2x6dJnEATiOpGZCfxJr7hjNzazVbqrwMapFMt2wbufslTQfQSSoseqlRLqVlxS5e+G0rn1/dk1JXgLVldXTKtOEwabnl61XsdPq55vPlTL1lAFD/pjDDoscbitAjx05YVvjP7KJG19lS5eWaz5bz1sXduOiDJXhDMskmLTW+2NmVGyo8pJh0fHJlDzZXetlW46NDuoUMq4GrPl3Oaxd2YXTbtCP62x5tkbpdlH49umEQAaDIAZxzH0Rjb4Gl7UWEXdtxznuk0XGyp5jKSdeQfu6XlH9/HrK3hMpfriX93C8JFM9F9pZQ9u2Z5Fy9Aq2j1fH+tQQhoXW19UsIW1iO/wy/M7Lb8kXRCh5c8hOTzrz5uF8/kYgc5af15ZzXKePgOzeDzD3Bxx1OEXwUTl5hWea1udt5fd6ORttXlbq59etVPDG2Hdd/sYIMq55AONqweqNdurnR/mq1ijap+7Z9saIERYGJN/RjTamb3S4//fKT8ARlrvp0GcFIlP/MLiLTqufeYa2QJDW6lI5kX74AX+liancvJmzvgD1vEOd9XsymSi/uUDJZ+iSiwfjLFDWWHAK7Z+H/8WxUZ87CFYjw3Egrys9jkaNhUse8RcVPlzcEAgGUiJ+aWfeicRRiLhx3tP6sAATLFlEz485G22RPMWXfnEnO1cvFOEQ4bYXl+iXSewthztxajVZS8+H56QTiFJbZS0rqgKLLxtLuGqotfXjwNw/P9a9EmfzHRvvJvjLqfj6PnCuXUvLDmSihfQVvFDmIsuzvXHzBCHyLHySwe1qjY/07JgNgbncpZd+PI+eq5eiS2/6u37dVijnu9n+Mbc+NX65slNoiElV4aU4RaRYdD4xoLSpmC8JpptmCjy6Xi5deeolly5bhdrtj2lUqFVOnTm2Gnp2cimp8jQKP+3tl3nZuHdiCFsmxBVd21/rZXuOjtC5Im1Qz2XYD1/fNb/JamVY9tw1owbMztzbaPn+Hk8s/Xsbs2wfy6fISvl9b3mhGQVhWcPrDPDOuA+3Trex0+shzGGmdambMmwviXqvGF8bpC9My2cSny3Zzx+CWPDZ5U8x+o1un8fXqUh6fvIk2e2YS/bS+vGHJ9sO/bKBnjp3kQyzqUOIKIAecWBQn1K5Fq7ejT2mHxpSFSvP7lnD7d05tFHjcX+38x9Bn9qN2wd/jtitygMDu2eizBxEsmbvn51kYcgYTKJ6NIgfxbPyCpH4P/q4+CsLRtL62HIOkIcN4/INYklrNjW378ejyX5m0ez1n5XY47n2IZ952J65AhAEFJ96Sa4A0sw61qj7PnSCcLErdAXbtGdcUJJlINmv59+z4M4121fppmWxi4g392FzpwaLX4DBqeXlOERd2yWrYzx+SKasLcFHXLJ6ZsaWhuN2XK0v4bVsVb07oysT15XyyrDjm5egzM7ZyRc9c8va8xNXa8lHrs3l7W0e+nFpK3zw3XXMcXNvVQodULaZut+Ne9M+YvqokPbqUToSr1wJgqZjCHYPGYNz+EXI0jD6zD8GyRY0Cj/tzznsUQ2Y/JNORvYSt8gYpdQfZUOEhzayje6qM94AXpHspcgDv5u9w9Ln3iK4lCCe7EneQf89qPKFiyqZKbvoxymsdbyO6PDa3o0oyUGzqzx/nuLHoJC7saqN3ph/9mn8RinMNraMt/h1TGgUe96dXvNQeEHjcy79jMrZut+GKhqlb+x7W/o+zozbExkoPTl+Ybtk20sx6suyHNjNxdNtU9Bo1wf1WzqWadYRkpVHgcX/PzdzK1b3zyD9ggosgCKe2Zgs+Pvzww0ybNo0hQ4bQvn375urGKWNzVfxgFtRXe/bGKciyutTNmW8toGy/4i2DWybz6ZU9Y2Y77k+nkbhzaCHryuv4af2+Smt2g4aJN/Tl7YU7mLUttnq2SlU/3X7hDif3T9yX9+iba3s3VHCMZ31FHX8f25a5RU7Oap/O2vI6vlq5rxqcRS/x7LkdefiX+nyQm6u8bK7yNjrHxkov/kjTRWn22lLlZVvxdtoXv0jtpg/39V9rJv2cLzDkDftdSxSCZUsStoWdmyAaqv//hPtsRmPNI7jfMZI1r6E9VL4ERQ6LpdfCCWNdbTn55iSko5Bb6EgMSm9Bj+Qc7lzwPSPGt8agaf7PxsT15SSbtLRNiz9joLlpJDWpZh07EuRxEoQTzbZqL+P+u4gNFfvGQ9//oU+jVRr7e+3Crry3aBfvL9nVsM2kk/j4ih4N1efrAmG+WV3KLV+v4rEz2vLRFT244YuVDelpsqwGVpbWJVx26PSHG6WiAbDqNdzcv4Apmyr5bk0pRXd1JjT7NsLfTEM/9n1MhePwbZvYsL9KayF19Bu4lr24r5+1y+mcfg7aklXIgGTJO8i4YSOKHJsT+1CUuALc/NVKft6vsu6Uq/Np1cT1guWLUaJRVGoxq0k4/fjDctwc+j9vqkY97gZ0zrWEtv/YsF2ls2I/+1ueXxpi1rZqVCp48fxObNHUEFmyMe41NNZcQlWrE/YhUVCyoT1S/9wVqljOlvIa+r++rNG98pJu2TwzrgP5SbETVw6U6zDw8439OP+9RQ3nyLYZ2O1KPH5wBSL4D1IsVBCEU0+zBR/nzZvH/fffz7XXXttcXTiltE5N/ABr1EqYdY0LBuyu9ccEHgHmFNXwwE/rePOibgnzM0L9l8p7l3Wn1B1kbVkdqWYdbdPMZFp0fLOqrNG+bVLNZFj1tEgy8tvWar5Z3bi92hsi06qP6cteBQ4jDqOWdIue+39azydX9OCRMe1YXeomyaSlfZqFHLuBXrl2flxXHvccbVLNh1TxusIT5LHJG/hHy3nI+wUeAZSwl/IfxpN7zSrUjtYHPVci+oxeeNa+G7dNm9YNJAPapDaEKpbH3yepNcHSfTNFtY42yP5q9NkDCVevR5feSwQehRPKutpy8sz2Zru+SqXizx0Hc/Pcr3hq1TQe7zm22fqy10/ryumb54ipinsiybDq41b9FYQTTZUnyOUfL2sUeATwR2TMOinmBWyfPAc1vlCjwCPUv6y95MOlrLh7GMkmHVurfVz/xUoMWjVDC1P4emUpX13Ti1J3EG9IplOmlWrfvnlJnTOt2A1aNlV5qPSEcBi1ccce+Ukmfry+H26fh+jqxwnvql/pUzn5Bhx9/oq9930EK5ai1lpRG5Lxb59ENFQHKjUoUXz27qytDDPK3hl2zUD27MaYPzru30aX1g1tShdUR/DSNBiRef63rY0CjwDrq8K0d7QhVLki7nH6jF4i8CictoxaqVF6KrNOomuWjd55Dl5Z6iXT8iBnnv1X1K51oE+hUsrn+p9ruWd4Dq/OL6Z1ihmrQcPAVjl4t7Ql6KtApTWjS+2CEg0TqlhBxFOMIX9Mwj6odNYm+6jS1M9q1KV24e/Td8a8pPlyZQlds6zcP7w1mibSdgHoJIkhLZPZcP8I1pTVUeML0z3bxvYmXl7aDRqMWnGPEITTTbMFH81mMy1btmyuy59yCpPNtEw2URRnidwfB7Ugy9Z40Lmtxpcw2PflylL+PnZfcZhSd4ANFR5mbq0ix2ZkVJtUcuwGUs16Us16umTZGh1/84B8XplbRM9cOw+OasOWKi87nX6u6JnDmW/FLq9+f8ku/jSoJf/3S2wl6ySjllyHkcd+3cQ5HTJ4dExbsu1Gsu3QKbPxF+vlPXJ4avqWRtP+9/rH2PYNMxmaUuEJMr5QhXrNi8R9HxeN4Ns6EXuvvxz0XIkYC8ag0loaL72WdCQP+ge6tB74tnyHo88DVPx0WcyxKsmAIXcoriXPA2Bqeynm9pfh2/ojar0NW7fb0Wf0OuK+CcLRpigK62vLGV/QuVn7UWBJ4vLCHjy9ejoXt+xG56Ssgx90jOyq9bO+wsPFXZuvD4ci3axv8uFBEE4UFd4Qi3fVxmz/ckUJN/TN56U5jZdAXtM7NyZ1zF6RqMLXq0p4MLUNL88p4o7BLTm3UwZTN1ehkVSEZIXaQJhX5mxnt8vPx1f05LLu2VzZK5dVJW4qPEFu6p+PrCi4fGGy9xt/7XT6Wbq7luXFLjpnWjknP0Tluvf3XTwaoXbhP/Bu/hZ7v7+hBJwochCVxoypxVkkDXgM75b/UZ5xBi/9sIObb74a7brXCZYtwtH//1BpjCiR+s+sqdX5WDtfT7B8GUo0SKh6HSqXEf+uaRgy+6JN7oDGkt3k37WsLsibC3bEbP/3Ihdnn/MgqumXxLSpJAPmNhOaPK8gnMqybXruHFzIMzO38MpZ2QzL9KIrm4rJZKU2eQRvrQzR5Z1qMq3ZeEMyTn/9Z+zyngE+vLwHRo2aTKuBGp+KaLcHSWq5DK2jDYHS+agkPUn9H8a3fTKavDGodNa4sxyDKjO63BGEds+IaTPmjyZQuhDUGkytx6PaocTsA/CfOUVc1iOHwgQ5HaG+sM7WKh+TN1WSatZxZrs0BrU0YNZpMOs1ZNn0lLpjnzfvGdaK7BOw2J4gCMdWswUfr7zySt577z169eqF2XxiLjs7mWTbDfx6c38u+mAJq0r3Vbv+Q5887hpa2KgCG9Qvo0lEjioNU+F31fo5552FrCnb98WmUav49g99GN0mFYM29o1+iyQTv90+kHJPkCs/WdYw42BQy2RcgdhlCPO2O7mkWzZ3DS3klblFhOX6L8HCFBMvje/MAz+tp8obYmTrVLpmJX6TV5BsZPLN/bn0o6UNgVWTTuKZczrQO+/QZl3VBSJkWDTInuKE+4RqYoOkh0NjzSNrwmTKf7q0oSJl2hnvUrf2A2pm3Q+Avfd9OPo/imvJMw0PEpI5q77a9eJnAQVL5xswZPWn5NN+oOwLuOoy+5Ex7ouDPlQIwvFQFfTiDPnJNx/fStfxXNGqJ7PKt3HTnC+Zc86fkZppZs6UTZWoVdAzt/lmgx6KDKue2UWxKTQE4UTjjbPEEeD7tWW8e2l3buibz3uLdzbka8xzGNkdp8r1XluqvciKQp88B+srPI3yUj//2zYu7JLFX0e25vZvV/Pz+nIu6Z7NBe8tJhLd9xDfIcPCD9f1bSiosK68jhGvz6PSs2+m5LIbsrHLseOxcM06tNYCnGveJbCrcfAgedgLSPokLPoS7p/p4d+jvkY15yZqFz5J2tgPqZ75F/QZfTDmj6T8hwsaxgeuRf9Cl96DpP6PUPb9uWjtrci84Cc0tsR5vkORKL44SyO3Vfv4qjiH6wY9h2/hw43GKennfIbGWpDwnIJwqtNKEn8c1IKL22lwrLgPecVPKIAX0AJ/6vkY5iGjeeK3xqu11pbVIUcV7htRX6zJH1ZwpLfBs/ENnHP/r2E/F2Dv9zAuxYIy5kc0s64hUrcTqM8Pq+p6L5NL7Zw74mVcM/5EYPfMhmMN+aNIHvY8lVNuJe2M/+Lb9hNZ5vFxf49KTwg5Gj8wCfXPkpd+tIS52/cVyVKp4L1Lu3NhlyzyHEam3TqACR8sYX15/YQLSa3ilv4F3NS/QBSbEYTTULMFH6+66iq+++47hg0bRmFhIQZD47cfKpWKDz74oJl6d3JqnWpm8s39qfAG8QZlUsw60i06bIbYJbhNVS+1GTRYDRr84QiP/rqxUeAR6mcFTPhgMevvH9HwNiwsR9Hu+RIxaCVy7AbOe3cx3pBMiknHqDap2PQSA1skMW97bCXHv/xvLb/dPoDRbVPxBGV0kppSd4A7vl/DtmofZ7dPJ8WsxWFKPHtRJ0kMapHMojuHUOEJEokqZFj0ZNr0McHXRDJterbVadCldUu4nMiYN/yQzpWISi2hz+xN9qWzkX0VoNbi3zmVwM4paOyt0Gf2JezahkqlIW3sh6gNSUSDtajUWlDrsfW6m6SBf0dtSKb4o+5A44FBqGwh7hWvkjTgMbH8Wmh2G2rrl+vlmx3N2xFAp5a4p9Mw7lj4PW9smMcfOw5uln5M3lhJ+3RL3HvziSTDqqfEHSQiR8VDgnBCSzLVF0g68DlZUeDGL1ew6YGRPDCyNdXeECadhEUn0SPHztLdjavOFiQZGdQimWt65aKR1BQkG7n929WkmnWMap2MRq1ieUkdkkqhMFnHmDZpXNI9h4s+WNIo8AiwvtzDI79u4JULuhCSo1zy4ZJGgUeAMr9EkimdqK/xsmZDzhB8RT/HBB411nyCZYvIKziHVfcMo7QuiE+rIv+S+WhDVShqLVkXTUWJBCj+pFejF5NQn9/NV/QTpsJz8W35jpo5fyN1zFuotfEnARi1UsKZS3+bVsa5d11Bm2vOR/aVo1LrkExpSOZsVCdwOglBOJoUJQpKFJW68SN1ps2Accdv1Oz8KfaYZY9xy/kjWVaRzqQNFQ33rZFtUpiyqZI5RTVcajOQbJLwrJuOXLcTS/srkYO1BHZORZGDuBY+QXLemVw8Hf7Y8ys62AJYtVHMtkw2ekwMMQSp+XkC5tbnY+95J0okgEpjIFi2mMpfriFl5KtUz7gDbYtzWVUZjukj1L9A0SX47o/IUV6fv71R4LH+7wHXfbGCfvlJtEu30D7dyvRbB1LhCeILyaSadWRYdVj0J/b4RxCEY6PZgo+PPPIIRUVFtGzZEr1ej6I0HrQd+LNwaNKtetKtB8/rk2s30D/fwYKdtTFtfx3ZmmybgWJXgE+XxZ8BGJYV5hbVoCgKby3YycZKD8NbpXJ+p0wKkozsqvVTG6ivbJ1tMzBxXTlvL9zFHUMKuaFvhDv/t6ZRfpGCJCN2g45x/50bk6RZrYI7hxbiMB78i0qtVpHrMDZZMCeRSN1uUivmYSn/DWPfB6n8KXY5kWTKQJ898LDPHY/Gko3Gkk3EU4p33Uekjf2AaNCFf+d0VFoTpsJxhKrWIHtLiNTtJhqswdHvIYKl81HkCGq9jQMDj3u5V72BrdvtaKw5R6WvgnCkNrgqUKMiuxlzPu6vU1Im4/I68tCySVzUshsZxqbzIh1t0ajC9C1VnNnuyKrOHk8ZFh1yVKHEHTikpPOC0FwyLDqu6Z3H+4t3xbRd1CWb5cVuOmZa6Jptw7hnxcY/zmrPWW8vBOqLwPxnfGfCcpRfN1by4ZLd6DUSdYEI752fw8DkKiw7XkYdDWHsewWSJoR3/Ut8NOR8fLY0zDqJkD825cvXq0p5dEw7QtEo68pjCwM+vcDDez3/BgvuarTd3PZiahc/3fCzSmshZfgLEJXx7ZiMb+GjpHS5mayUdnsqWNuBfTMY3StejQk87uXZ8Bmpo17Ht+U7vJu/JWnQP1Db46dByrEb+MfY9tzw5cqYtnZpFhwWC1pbKlqbmOkonF5kfzVh1zbqVr9FNFCLpd1l6LP6N4y7I95y6pb9O+Hx2s3v8G6/kVQN68irKyKc1yWflSVudtUGACddsmwUmPyYHblo20wgWLYIjTmT9HM+x7vlezzrPsC35k3+MuTvjHt3GVA/o/uZcQYu/3gJzrtzqaleTW11/KI0sq+csHMTjjMvZePUorj7/GNsewqS43/3l9UFeWVO/OMUBb5bXcpfR7UB6l9kZhzCs6kgCKe+Zgs+Tp8+nbvvvpubb765ubpwWku36vnimt7c++NavllVSlSpH3z/dWRrru+bj1ZSE5ajhOT4g1eAXa4Al328rGHmwA9ry3ls8kbm/mkwTn+EZ87pwNztTr5dva8y9berS+mX7+CDy3ow4YP6qs+j26Ryz/BW3PvjWj65sieP/LKBFSX1S8cLkow8f25HOqRZyLEffkDxUEXcOyn9diyR2i0AqFQKKSNeonbhk8i++gI5+qyBpI55E20TS5SOiCKTNOgJauY8SLh6bcNm74ZPsXS8BkPeCChfhjFvGBUTL0OJ+DDkjUTraJX4lKE6UOIvQxOE42mjq4Iskw2d+tBmHx8P17fpy6yyrTy+fDKvDTy+ucnWltdR5Q3RI+fECMY2Jd1S/7Cww+kXwUfhhGbRa7h/RCu0ahUfLt1NMBJFJ6m5smcOdw5pyY1frmR5iZvv/tCHM9qlopMkemTb+PiKHtw3cR0vX9CFJ6duZlnxvpmQHy8r5rfr29LK9RzBpV+zd3G0b8u36LP6Yev+ZyonXYEmpROTrvyYAf/dxoHvzcOyQkiONlTHPtBv25z81L4/lw15Hs+iJ4gGawEVGlsLov59KQ/SxrxN7dLnCZUvadjm3fg55naXkzzsWTSm9EbnjXjjF9+D+uJ5KvWel7mKjCKHEu6rUqk4r1Mmr1wg8/AvG3H6w6hUMLZdOq9e2IVsu8jZJpx+5EANtYufwb1fBXrf1v+hTWpH5oWT0FhzQZGRA4nTlsj+aqTiaRg23sQ/z/2BCb9sZPrW2ob2z5cXs+OOAip/va7RzOi6Nf8lafBTmNtcRDRQgX3PgrBhrVL468jW/O2n9Xx6VU907D7Ib6GQeuE09PYW/HpLBrd9s4rZ22oASLfoeOrsDvQvcCQ8OqoQN5XWXiV1idN7CYJw+mq24KNOp6NLly7NdXmB+jdk71zSjSfP6oA/LGM1aMi26dFK9UECq15Dm1Qzm6u8AHTNsnFW+3QktYrpW6pom2pmU6UXnUbN/41qw4AWSZi0EsuLaxncIoUaX6gh8Jhk1HJJ92wyLHq2VHkpdgeYcnM/NJKadIuem79axdztNWyo8HD7wBY8PKYtZp0GrVpFmlWHTS9R5Q2SbNShVh/d5TzRSBDXshcbAo8AdavfQZ/Zl6TB/0Cb0hmV1oZkcAAK0bAPtfboPYirNCb8u39rFHjcy7PuQyztr0CVM5Ca3+5FidQXFApXr8PS4QrqVr8d95y6jD6oEiyjEoTjaaOrktwTZNbjXnadgcsLe/LOpgXc03kYrWypx+3a0zZXoZNUdMpInPriRLF3psIOp58hzdwX4dQQjSrU+ENIKhVJTaRROVwl7gBj31rIkMJkPr6iJwoKapWKH9aWcc5/F/GPs9pz3ecruOKTpay+ZzjZdgMqlYrzO2YwpDCZz5aXNAo8AmTZ9GRFNhHc8nXM9YKlC4m0PAddek9CFcvIr/yKdyZcQ49MHRatzKpK+MOXa8mw6jHrJMx6CYNGjVqt4qKuWbRIMlHsCvDlyhL+8kspFzx4HTltJxANu1FJRlRaI/rcoQR2TEaf1Y9QzfpGgce9vBs/w9r5upjgozF/JK7F/4r7t9KldSfsqi+2o7EVoNbZ4u63V4pZxy39CxjXMQN3MIJBI5Fm1mE/hNUognCi8wTD+MNRbAbNQVM01QUiBCIyVu+ORoHHvcLOjbhWvIK+96OY9HaMucPxbo69fwAYcgbh3fA5Gksuculs3jnnUm77Rc3kzTUoCvypbwrOWffGpGQAcM59iIzzvsPj3Emr9GTW3T8craQmFJb54fq+ZNsMyHVBUGsgGidAKOnQJHVAn9yGiBwl3azjkyt64g1F8IRkHAYtBQ5jk1WuzTqJAS2SmB8nlRbA2e0zEh4rCMLpq9mCj+PHj+ezzz6jX79+qJsp6b8AVr0Wa4K8G5k2A/8Z35lLPlrCGxO6UuIO8PWqUiKywgVdMilMMXF592z+OLgl7y3exd0/rCXNrOcPffJwB8N8t6Y+8PjHQS0Y1iqFD5fsZt72Grpm2WifZqHcE+SqT5fTPt3Myxd04Yy3FrDbFeCJqZt5bUIXdjj9fLmyhGAkyriOGQxpmcyWKg9nd8gkP+nozYKM+quoW/t+zPZg2SKCZYtIPfN9dCkdqJn5KKHq9ehSO2PvfQ9ae2vUuiMP8EXDPsK1W5A9xXjXf5JwP8/GL7B2vp6Ie3vDtr2zMbUpneIELVWkDHsOyXj8AiqCkMhGVwXdk0+84kfn53fiq+0reXr1DN4adPFxu+7MrVV0zLAech7a5mTUStgNGnY4fc3dFeEUsMPp44sVJXy+vBijVuLPg1syrFUKWUeh4mmlJ8TOWj+fLCvmkzjpYmz6+uFuYbKZumCEh3/ZwC8bKkkxa3l2XEfeilPR+YIOSZi3/ZNE83c8G7/E3PYiQhXLMJocXJy8BfeyfxP1ldM/ezgld9/CBm8yHy0t5qqeObxzSTdsBi0fLd3Fd2tKaZVi5oPLe6BVyaRES3CteBP/7plI5kwcff9K8sC/U7JrOqbCc/Gs+yjh7+5e8Sr6rAGoNfuWNWqT2u3JXX3gcmkV9j734ZzzEADJQ59DY8lq+o8LSJJazH4WTilOX4i15XX8a/oWdtX6GdQimTuGFFKYYkQnNf5+rvaGWFHi4pkZW2iVYuaRpA8Tntez5l02pV5NtZLCqL4P4d32Axwwu1iy5KBNaoe1y42gUuHd+AXaop94ve3Z1I24mAnfVHBOKy2hX6fGv4gSJezciLlwAmabkcx47w9MGdh6/gX3kudimuy97kFryaGo2sd/F+1k4rpyHEYt9w4rpG9+0iGl70ox63j+3E4MfmVOTK7dDhkWujRRIFQQhNNXswUfLRYL8+bNY+TIkXTt2jWm4rVKpeLJJ59spt4Jew1skcTcPw3mxi9XsnhXbcP2ZcUuflxbzusXdWXQK3P2y99Yx/QtVbxzSTd8oSgXdM4k22bgkg+XNhy7urSOL1aU8N11fbiuTx53DGmJVSfx6ZU9eWraFv44qAXvLtrZMP0fYHmxi/wkI69d2IXhr89lxq0DE+YhOXxRlEj8xwtD7lCIhin5tD978yuGq9fg3fgF6eO+wlR4dkyS6UOhRGX8u6ZT8cMEUke/QTSSuOpm/RLq2NyONb/dR9rY9/Bu/gbvxq9Q5AC6tO4kD38RXVrXw+6TIBxtITnCdo+Tc/M6NndXYuglDRcWdOGjLUt5oufY45L7MRpVmL2thnM7njwzAjKsenY4E9+fBOFQ7KjxMeTVuex27fuunb/DyZg2aXxweXcyf2cAMhxNnCIGQFYUkoxa/nVOBwa/Ohf3fssF5xbV4A/HVnQ2ahSQm/hujvhQSXps3f9E2LWNmtn372usWk3V+ndpN2EG923xMXljBfeOaMX49xY1PKivLq1j0c5aVt+QTOmnIxsqRoerVlO2Ywopo94k65KZhKs3NrTF7UfYC0rj/mssWWSc9x21i5/Fs+59lIgfXVo37L3vx7fle1SSnozz/3fUclgLwsnEE4zw3uJd3PvjuoZtq0vreHfRLmbcNoABLZIbttf6w7wwaytPTatfHWXsJBE1x+Zv3UuJ+PGHIoz/eDG77u5ExrivqV38NMGSuaDWYCo8D1v3P6LSGPCsfR/fth/3HVy5EtvGt/nfRb8QCEdIlNcdALUOsyMvcbPWjKPnXWgsebgWPYnsK0cyZ+Ho9xCm1hewxRVlwEtzcPr3FZuZta2aa3rn8ty5HUk1HzwA2TXLyqzbB3HH92tYVuxCr1FzTa9cHhrT9pimyhIE4eTVbMHHb7/9Fput/lXNmjVrYtpFpbzmE5ZlKjxhQCHVpGNDuQdfWObpczqQatGxpdLLB0t2ccuAArZVe3nxvE5M31LNN6tKG3JEvvDbVu4e1opUs65R4HGvSFThz9+tZsZtA0kyavloyW5SzTpen9CF8rpgQ+BRrYILOmdxy4ACbAYNclTh0m5ZvLVwB3cNKSQQiWLUSqSYdVR6ggQjUcxaCX8kSlRRSDZpMema/meu0tkxtjgLf9HEmDZb19uonHoLsQMAhaqpN5Nz5WI01sRf/onI3hKqJt8EKARK5mFqcSbeTV/F3dfc4QrUpnTUejvR4L5lYdGgk/KJl2BuczHZVy1DpZZQ6yxIxhO/kIVweijy1CArUXJPgErX8ZyT24GPty7l/c2LeaDryGN+vXXldTj9YbpmNb3M8USSZtaxUwQfhd8hFJF5ZW5Ro8DjXlM2V7Kq1P27g4/p5vrlzWkWHdf1ySfPYaTY5ee9xbsodQfRqNVc1zePF2dtaxR4BJi73cnYdum8d0Cxminb/Nw2eAKqAypO72VscSbBknlYu9xA+f/Gx7QrYS/u3/7Cu+M/piRo5MIPlpDrMHJdnzwKkkyUuALkGn14f7s9bnCxetotZF6zHlPh2YSqVuJe/lL8fnS4iohKz95F7LIs43eXAlFs/R/H1ONuUCJIWhOSSkGf2RuVxoTGfPK8BBGEo6m8LsgDP62P2R6So9z41Uqm3zqwIe2I0x+mVbKZ1y7swvdryli8qxZf7/ORNnwQ99yagrOZtC3I+R1SCa19naptn2PtfAP2HneAEsW/cwoVP19J2tj3Ggce94j6q7BsfBFn4X2kpXQmXB37jAygyxnK7lo/eo2aNMu+QKHTF8IbktFKajKsadi63YK2xTiIhkDSY7Tl4AlGeGjSykaBx70+XLKbPw1qSTAcRSOpyLDW35tlfxXhkJ+goiMkOUi16DDpNAxsmcwvN/WjLhRBUqlIt+gxaE/8lR2CIDSPZi04I5x4djh9vDp3Ox8s2UVEVvj3+Z3QSmpu6pfPmwt2sKvWz4hWqUy6qT8fLP5/9s47Sooq7cNPdc49OWdyziBZREBBEBMqmCPmtOqqa9jPuOqa45pFMYsYiBIl5wzDAJNz7pzr+6OZGdruAURwAOs5x3Ocqlu3bjfd1ff+7vv+3mJmbCrB5xc5r2siP143kDtmbSevxs6uShvdEo3k1dhbLVpTUOfE4vJR5/AyZ08VK/LruH5QOvm1wUl4jE7J91cPQCbAf5bsY/mBOmJ0Sm4fmk33JCNzc6u47fvtvHheV8xaJW+sKODBs9qxbH8tn28qxen1c373JB4e3YH2sfpWvSLlahMxw56irHhxs6diMwoNoscS8bqAqw6/o/rYxEdnDYGDRtT2vV+TOPFbHAXzw+6liu+D6LZQv+IRooc+Te3i23/XkQdVXHcUhpTj6kMpIXE82NtYDXDSeT42YVJpGJGUw/t71/BAj1EnfNNr+YE6FDKBLqeA32MTiUY1OyusbT0MiVOYGrs3Yip0E++vLeKsDnEo/oQFT7JJzQ/XDKC40cWbK/PZU2WjY7yBh8/qQKJRzXtrC7miXxovLz8Qdu2sHeX8dN0gZu+soM7RshjfVm6hIXoY8VEd8DXkhVwj08ajyx5P3YqHcVdtaXVcnvJVxCgd7GxQMLVPKn1SzbxxcHztYvXMuywBx/r1rV5fkbeQFbIJXNzzFmx7ZhJw1oScV0Z3YqfYk69+3s19I3KIk9Vi2fkpnl3vEfDaUGaMwzjwEe5f6qLSXseT53SiU3wiylPA9kFC4kSxrdyC//e5wgfZXWmj1uEhXq9iX62d/1uQyy+7q9Aq5VzWO5Vbh2axx1VJz8Qz8FeuCblWUOpxdvsn735YzvvnJSHs+Aa/o5KGdaGZfNqscTjyZrU6Pv+Bb5HlPIByyEt4fz43LLJZ22ka3+WJ3PrLErJjdDwxthODM6PJr3Pw8JzdbCxtJNWk5eHR7emZYuL6r/LJrbbRKd7AU+eq6Biv54cdFa3ef+amEvZU28ivdfLllBzasZvG1Y/jrd+LMqoDvl6PsEnbk9T4ZJJMGuIMauKQqllLSEgcmTYTHyVOPoobHIx6exUFdYfswAuwbH8t7x7ih3RV/3Qu+Hg9B2pbhLoZG0uYu6eKGVP7MOH9tQREWJVfR8eEwy+y3b4AQ99YgdcfnAQcOvF/75JeOLx+Jn+0vlnAtLp93P/zLka3j+PxsR05v1sS+2odvLh0P59e3oeH5uwJWSh/uqGEH3ZUsO6u4XSMb30syuiOpExdS8PaZ3AWzkemMmHqfduRfROPg1gh+pzU/fYQiRO+wLrrM5yFC5Ap9eg7XYo6aSDVC65D9FiR6+KIH/8Fls2v463bhcKcQ/Tgx1EnDZSER4mTkn2WGjRyBXHqk7f40diUTiwo3cva6iLOSMg8ofdaVVBHhzg92lMoKiDRoGZuQxWiKEoZCRLHzOE+OoIAx+OTlVtt4/ZZLVFCm0sbueGbrTx9bmeyonW0i438HPL6Re6evYP5N57B++uK+G5bOWqFjEt7p1AViEM+9GuiSr5A2PcZYsCLvv1k9B0upm7FwygyJiCoow87Lq9fxKhWkGzScM2XW5qPby2zUNJoIqb1S/GLAs8s3seS/dG8NeU3bJtfxZ73LYJcTaD9lVQmX8r5n5dQ6/Bw30A9tUun4qtqyTbx7PuGusI5vHDxSjq/U0z/V5az5s7h9Ek9OTeEJCROBgRgX62dAa/8htUdjJRudPl45bcD/JpXzUOjO1DY423S0n5Gkfc+AY8VWfo5uDrfwxU/1R9iRXXsI0gxKVlTnUX38UtQ73gOf8Vq5LpE1L3vYbm7L9d8U0BADKaLP7lwL/88qz2XfbapuYfcahtXf7mFawakMyw7hk2ljWwqbWT8+2tZe+eww949IILTG6BbvIroytlUr/lH8zlP9Rb49RJiB/6HGQVjuXZQe+IMkvAoISFxdLSZ+NjY2Mhrr73Gpk2bsFjCI8sEQeDXX1sx2pX4w3j9fiqsHjz+AFqFnBRzeIrTL7uqQoRHQYA0sxaNspFvruoPQEmDk7JGZ4jw2ESN3cOPOyuCUZA7K+mQYCDeoEIll0WMfsyO0XGg1t4sPEKwEuy/x3Zid5UVk1rBvxfujXjton013D+qHdP6pjHpw3XkxOqwun0RI3QsLh/PL9nH65N7oFVFXvQLMgWqmE7Enf0WAXcDCHLkukR81uKwdOcmZJrYYy7qItfGI9PGE3AGI8M8Nduo/PEi9B0vIe6cj8HnxrLldRo3vNB8jXXbuzj2/0TCxG9R6JMRFGqpqIzESc1eSzWpOvNJLVr1jEkmTq3nywOb/xLxsW/aqbXoTzSqcXoD1Ng9IaldEhJHS7xByZX90nh+yf6I528clIn8TxYeLLO4eSBCGiXAkwv3su0fZ5JgUHFupwTm7GmpHpsZrWX64EzaxenRqeQ8Na4Tl/dOYVu5lR93VjRHSo7vNJ6relxIr2Qjaclp1DZUsaH9mywo8PJ0x9Y3NlUpw9lVr8BgVPD0r3lh51eWBrgwcRDeyrURr/fGDiSvpoTcahs3Dx5K/+HPU5NzO9vKbXy83cX8Xw5gVCt4bUI2Ma7dVFeF29yIXju2dU/y6nn/x6Vf7OGe2TuYdc2A41ptXELiVKJnigm5TIgY/dgtyYhZq+CROXuahcdD2VFhpdHp5V9zKxjf+Rz+c+EV7K6y8OEWCx+/X9rsH7u7Qcn4cZ8guGsJuBux7voEd9kqAFxlq0iY+A+s2/8XcXzqDlN4e4uNp5YUE6VVckv/h7nq3GiSzDrOm1nAyvyikPa3DskK8a88lI/XF/Pz9QN5Y2V+s9/sZ5tKuKB7Et9uK494zZnt43hvbRGLr0wlsPixyG/ipic4c/RoihtdkvgoISFx1LRZmelHH32UL7/8ksTERAYOHBj234ABA9pqaKcdZY0uHpu3l24vLKHDs4sZ9uYKvt5SSr2jpfpao8vLF1tC06LOyIjCoFawp8rGlBkbuOTTDczaUU7XJCMDM6Ii3mt+bjVDsmK4cVAGW0sbSTFpeOOC7mHtlHKBdy7uwb8X7g05XtrowhcQubp/OiKwIr8u7Nomfs2rQSEL+keekRHNwr3VrbadvaOSOqen1fNNyJR6FIZUFPokBEFAoU8hbsx7hMVlCDLixr6HXH9sVXzlhhTix74PQstXUPS7sO3+DLk2lpqFN+AqWRZ2nd9eRuOGF5HrkyXhUeKkJ6+xhlTdyS22yQUZwxKzmVW4HTFCYafjRYXFRUG9k+6Jp1YFyKSDvldS0RmJY0Upl3PLkCwyosMLEJzTOZ7ux6EqarXdjcMTOdrI5QtQa/dg0ih5cVI3zJrgvvvErom8MLErX28tZ8qnG+n90jLumr0TvwhPL8rj17waRDFY7+2XPbVc+m0pV82uwOKT41Un8P1+eHtdFcvKFKj73B92X0FpwDD8JW79uYhyiyuikPGfVbW4+r+IoAyPyhR6/ZMPt7ubBYOfdlXR4JFxxawKLvuulHl7a8mJ0bH22hQu1/2CI/erVt8fT+EcBicH5xvLD9TR6Aofi4TE34VEg5oXJ4YXwlMrZHwwpRcyQeCnXZWtXr9wbzUjcmK48YxsdFGpmGMy+G5XA06vH5kA31+ayTWGn6mdcylVv1xG/arH0WWdS8zw5wCQJ56BV5eBst2UsL5lugQaOtzNi78F12QNTi+zcu0ojSnst+tZGWFdFK1TRfTUbWJfjZ0kY0vQyUfri3n47A7ERtiAuLxPKlvLGnF6/UQLjeF2VAcRfU6ihAYW57W+9pKQkJD4PW0W+bhq1SoeeOABrr766rYawt+CGrubm77dypzdLTv9BXVOLvtsEx9d1psr+6YhkwkoZAL630UFPj62E+PfW0vtISLl8gN1nP/Rer6/egCTPlwXFpWoV8kZnh3DoIwocmL1pEVpmdI7hV4pZp5fuo8DtQ56Jhu5tHcqMkFgX409bMx3z97Bz9cPRIRWoyYBjGoFsoMRVR5/AN1hUhn1anlz2z+CIFegzRhDyrR1NG58BW/tTlRxPTD3vRtFVDsE2bGlTwqCDE3amaRO20DjplfwVG9DGdMFU5878NsrERQ6cDdEvFamNh+XdG8JiRPNPmsNwxKy23oYR2RIQhY/FO1gS10ZfWJTT8g9VhfWA9A16dQSHxMNTeKjg/7pUW07GIlTlsxoHctvHcqs7eV8vrkErVLOncOyGZoVE7IoPlaU8sPvpTed7xSvZ+M9I/h6axm9UsxM/GBts7jn9YvM3FzKmqJ6Xp7UjamfbwrrR6+So5DJSDWreOrcLlzQI5k3VhbwwpgbyMwYjWvrKwQclchSRmHqfj03z29gV6UNXyvFuMstbq6Y42Te5Wtx7/4QX+kS0Cbh6HgbP5bG8N9VLZFJZo0ChUxAd8hc7esLE9EsOgdvQj8UhuRWX7+g1OM9+EJVchmtWGBLSPwtMKgVXN0/jYHpUbywdD9F9U6GZsdw25AssmN01Dg86JRy6ggvyALB9ccz53Ym4eCzy+7x8dGlvVl2oJYUrY8B9e/g2fV+c3u/o4L6VY9i6vcPtOfNZ11DDNe8ksu2255BzLgQbd47BDwWFNnnY+x0Gb8Uqemb1oAvIHJ5n1Qmdk0kJ1bPjvLIHvTyI3yh9Sp5yFrK5vZTa/MwY2offs2rZum+WmJ0Si7rnUqjy8s/fg5GUYoy5WH7FQUFJs3h20hISEgcSpuJj3q9nuzsk39ReqpTbnGHCI+H8uDPuzirfRzpUVr0KgV3Dsth3p7gDtbIdrEs2VcbIjw24fD4+WJzCRf2SOLLLWUh524bkkW3RCMmbcuPkUmjZEBGFK9f0J2Zm0pZW1TP5I/WM61vKhd0T+brraF9uHwBpszYyIKbzuCinsl8sTmyUf2QrGiqbB4mdEngop7JpJm1XNwrhS2ljby1qoAae8vYbxmc2byI/qPIVHrU8b2IO/stRK8DQalHpghdLAW8DvyOSkSPFUFlRK5LPKIPo0ypRRXXndiz3kD02hGRUbvoVgKeBvSdLsWy6eWI1xl7XH9Sp7FKSAC4fF5K7A2knqTFZg6lV0wyeoWKeSV7Tpj4uLaogXi9ioRTLD3JpFGgUcikyEeJP01GtJY7h2dzRb80FDIB8yHzhEqrm1q7hwAisVoVyRGsYQ5Hgl5FmlkTMfonyagmwRCM8BEEgZxYPdf0T+fyzzYRqebEgVoHDU4v2TE68utCo37uGp6D8WDkZHqUlvQoLT2SjGwvt7Laks2AXm9jVPjZUi0iFCuYlxtMNa+yusmK0YZ6ah8kv97Nfmc07bvdhLzjFFDo8ItRdARmXZPGptIG3lpZyHldEzFrldw1PJsV+XUMyogiqmYhAUcVrpJlxJ/zCdYdH0Z8f5Sdr+P9ncE50bS+qcTrpZRrib83UVoVg7NimHG5CZcvgFEtR3WwEFOCQc30IZn8a25uxGunD8kk2RyM5K5zeLhj1g5W5Ncxqn0sn02MxvVt5O+hdcsbWJIuZ/KXBQDcOa+Sczv3I63j22wrrWVqp67oYgxcEgPDcmIQRZEUc0vEeLxexSvjMxiREkAecGEJ6Hh5vYPt5RYGZkSxrqgh7J4ahYx+aVG8Nrk7H68vZsHeatLMGvyiyIQP1jK6fRznd0/i3M4J2Dw+qm0ePr28D++tKWKfTUsPQyp+W/g6TK5PJteu48x2UhaWhITE0dNm4uO0adP46KOP6NevH3r9yVuM4FRnW1nkXTKAKpsHyyGpN31SzUzplczXW8vplWw6bMrzivw6rh+YESI+Ds2KIc6gZm1xA8OyYsL8FR0ef4gnyZdbyvj+mv6sLaoPW9jePjSbwnoHD45qx5rC+rAFwLPjO7Mgt5p4g5rzuiZx+/c7moXSwZnRfHp5H275bhuF9U76pZm5ol9aq9WujxaZQguK8LQxn62c+jVPYtv1CQS8IFNi6Ho10Wc8ethIhJZ+NaDQ4LOW4Cycj+i1Y+p1K67ixXiqt4a0NfW+HaW53Z96HRISfwUHbLWIQKrO1NZDOSIKmZzeMSksKM3loV6jT8g91hfX0ynh1PutEwSBJKNaEh8ljguCIBB7iPDl8wfYVNrI1V9sIbfaBkBWjJb3L+nNkKxoNEdZnCnFrOXrq/oz+p3VzZ5rEEyj/PrKfqT+Tsy0efysKGh9jrO6sJ7uScaQucfk7kkRLWd+2lXFvT/uDDveP93M6xf04JovN/PS8v28NKk7V8zcFJIerpLLWD+9G5rCT6nf+AyiJ+hbrcoYw/DhrzH4w0Li9Grm3jiItIOvYWh2DOd1SSAnSkBTMR8XIPocuCvXY+x5M9Zt74aMQxHTDXXXG3jqhe1kx+h4dExHtCqp3qSEBIBerUD/uz1BuUzg6v7pfL+tnE2loeuo24dm0T6uxefV7vGz8uCzZEV+HfYGO3Ixcqiz6Heh8rV4yK8sqOPRszty9rureXRMR6J0LQNJNoVvwMRSxSWWx3FtmwuIGJUG/tvzPtapJnLO5B6c+/6akMKdMgFendydB3/ZzfriBu4bmcOwnBhGt48jM1pLToyO/bUO7juzHXf9sKM5QyNOr+Khs9qzsyFAt+EfISyYhOhv2dgR5Br8wz/C6ooj2XRqbahKSEi0LW02+7jiiiuYNWsWI0eOJCcnB40m9CErCAKffPJJG43u9CHe0PrutiAEJ+ZNJBrVvHZBD24fls3OcivFDa0vNuP0KsZ3SWBnpRWvX+Sczgl4fAGunLkZt8/PxrtH0Ot31RSb0oWaJt5Or5/rvtrCK+d3p6zRxYqCOmJ1SsZ3SWRBbjX/XrCXR8/uyLMTulBpcbE8v45orZIJXRJZX1zPxb2S2VMZrOZ2KKsL67n+6y3MuLwPTm+APqnmiAV2jgd+t4W63/6JPfeLloMBL7Yd7yN67cSe9Tpy9VGKLzIFcm08Pq+NmgXXETPyJUS/G2fRImRKHfqOl6JO7IdcG3tCXouExPFkn6UW4KT3fGyib2wab+9Zhc3rxqA8vpPpQEBkQ3EjU3odeTPiZCTBoKawPrLvk4TEnyG/zsGZb63CdUheckGdk3HvrWHTPSPokXz0mxf908xsu28k320vZ11RA/3SzFzSK4XMKG1YtoBMCM5jKq3uiH2lmTXcPSIY5SgDbhiUSecEAwnG8GdDUoRjABuKG/l0QxFb7h3Jd9vKWVNYx9JbhrB4Xw3rixronWriyr4paAs+xbb6oZBrPUULEedcwNxpP5Dzyk4u/Hg9K+8YhlGjJMmo4b0pvam12WFLUvM1jeufxzzgQRImfIUj/xcCXjuaDlPwRPfl8d8amXF5X4Zkx5AeFb6JKiEhEUqqWcuP1w1ic2kjMzYWY1AruOmMTNrF6kM2UJqeJdU2D76AiMkQRbihVAuivOV5EatTUWV3s+SWIWRGazEeJoXZZ6+gYvZkvLU7Wvry2hA3/ptRQ3XMODCBjy7rzb4aOyvz60kzaxjbKZ4P1xU3e+I/Oi+XDy7txYA0MwqFnCW3DKHG7mHCB2spt7Q8C2vsHu77aRefT+2DMqEf8Vdsxpb3Pd6qDfiieyNkTsapTmGcUYdBLW1kSEhIHD1t9sR47LHHyM/PJzs7G7VaHWb0fyKN//9OdEowYFQrIhqdT+iSECZOJhjUJBjUDM2KoVuykVk7KiL2+8Co9qwoqMPpDSCXwSNzd4f8cD21KI+PLu0d8qOUaFRzw8AMXluR33ys3OLm0hkb6ZZk5OfrBnL7rO1cNmMj3ZONvHtxL66YuYn9tQ46xRvonWqi3OLi8s824vIF6J8WxYfrQiu+Hdpvo8vHBT3+3GLf76zB76gm4K5HpolBro0PEf/8jkrsuV9GvNae+yVRZ/wrRHwURRG/vQy/owoEJYJcRcBViyBXI9clEDX0/6iZeyUBdyM1C65HYcpEnTSQgNuCXJ+Ez1qCt34vcn0Scm0CMtWpF0kl8fdgv6UGjVxBjPrw9gMnC71jU/CJAVZXFTImteNx7XtvjQ2r20fnhNar4p7MJBrVFEZIF5WQ+DP4/AH+t6YwRHhswh8QeW5xHu9d0gtdhCg9n6OKgKOKgMeKXBuHTJeAQm2mXZyeB0a1JxAQD5vtkB6l5ZbBmTyxYG/E801e1Z9e1gdB4LBWJ4Myo1ErZLgjvI4ko4ZYnZJp/dLweP0kqBx07+mDTl5kaj8BoYaqra9F7Ndbv4cYfwlbp+eg8VZhtO3AJ09Bbkgm0agm0ajGJdxGee7M5msa1/8HQWlAmz4KU7970aYOBeC1yYd/PyQkJMJJMWtIMWs4t3NC2PdHFEX8tjLiXJVsv1pPmSeZ1zbY8avjkBvT8VuLw/pTxfVkcXlL0Mf9Z7ZjXKeEVu/vd9bgdzWC34nfWUP0kP/DbyuhYcMLIf3bNzxHryGjGPtRLvseGs1Z7eK4/+ddvLmqIKyi92PzchnbMYFUs5y0KC1ri+pD1m9NDMkwkaNtINpVToAApm5XIut7J8hU0rNEQkLimGkz8XHx4sXce++93HTTTW01hL8FqSYNv1w/kHHvrQ1JRWofp+fVyT0wt7LLJggCXROMPHJ2B57+NS/k3HUD0xmUEcW0mZtZtr824vUbihuwun0h4qNaIef+Ue1YU1Qf4kuikAk8eU4ndCoZw7Nj8QVEruiXRrnVxf7aYLRNbrWtOSWridWF9YddEKzIr/tT4qPXUkT1/Gtxl/7WfEyTPor4sR+gMKYBEHDXA60J5eLB8wf/CvhwV26i6ucpGLtfhxjwYdn0MqI/+KMv1yUSP34mpn73Y9n4AgA+SyE+SxExI/+Lbc8XWDb+N9iZTElU//sx9b4NuS7+mF+jhMSJYp81WOn6VPEnzdRHE63Ssrxi/3EXHzcUB9OsOsafouKjQc1vh7HhkJA4FuweP6sK6ls9v764EYvbFyY+euvzqPx5Ct7aplRnAX2ny4gZ8R8U+mAk4JEWx0q5jKv7p7PsQC1L9rXMYwQB3rqwR3Oa9tEsslNNamZfO4BJH64PKerQI9nIv87uyJQZG9lQ0siSqzPRbf8HDSWLmtuokwcTN+pVqudeSSBCkTmxZiPRe77AW72FesCiSyLhvC9RJw5EkCtQRrUnasiTNKx6tOUarw1BaUAZ1b75mCQWSEgcO2HCo9+Hu2oDVT9fit8eLApllqt4vNc/cQSug5EzUSycFLIGkOuSsJ/xHo/NDEYhXtQjmXO7tC48+ixFuKu34sj7HlvuF3AwlVsZ3ZG40W9Ru+QufI0HgOBaJEbp5dPL+xClVTBjYzG/5tVE7Le00RWyHoxksXVB12j+O7AeYdmlVLqC5wWFjtiR/0XX8SJQRx3pLZOQkJCISJuJjyqVih49erTV7f82KOQyzsiMZsf9I1lTUE+13UPfVDPZsTpSzYdPvYnRq7hvZA5T+6QyP7carz/AuE4JpJo1GNUKBqSbWX6gFlGEVLMGuUyg0uomxaShe5IBjSK8+mSqWcsP1wyguMHJuqIGtEo5I9vHkmrSoFHKmT4kk/FdEuj78nLevaQnsTpVxKI3AB3j9awpbH1B/GeijPzOmjDhEcBVvISaX6cTf+4M5JpoZMrDV66VKVvG4LMWU/HdWOSGVBSGVGoW3RJ6T0cllbPGkzJtI4aOF+Es/BWZyogmfSSNm17DtvMQA+uAl4Z1z6CIaoex65XH/DolJE4U+y21JJ0Cfo9NCIJA9+gkfqs8cNz73ljSQNrB5+apSKJRRYPTi9Xlay62ISHxZ9EoZeTE6pp9xn5PVrQWrSLU89FnK6Ni1gR8loJDjorYc79Aro0jetjTYQXhWiMzRsdHl/amqN7JwrxqorVKxnZMINGoDkmrPBIqhZyR7WLZ9cCZ/HagjpJGJ8OzY8mM1nL911tYfqCOJ89KJnnXw3gPER4B3OWraVj7NOb+/6B+5b/C+laYMgnYWype+x0VVHx3DqlXbkYZ1Q65JhpTr+no25+Ps/BXRL8LbeYYFIZU5FqpEISExInAZyui4rtxiL5DMgL8HgKb/o+YhM5ctzqdB0csJMGbh9JVhsKchSKmG7Ny4bahBs7tnECaWUN8KwXo/M4aGre8DaIP257PQ8556/dSs+BGYka+QPXcg/N/uYp2iTFkaROptrmJ1gafX01rs+IGJ00JhUa1ApW8RUzt9LtNUaVc4NkROsRfxiCKLSKl6HNQs+gWkqI7ok0bfqxvnYSExN+cNltFTJ48mS+++IJBgwYhk4WLVBLHD4VcRrxezcCMaDaWNFLS6CLRqMbi8mI6jL8IBKvBRWlVdEkMimx2j48Kq5vF+2rokWRixW1DEUXYVNoYrKiWHkVJgxO/KGJx+zCqFSjkLf++Do8Ph9dPUYOTaJ2SfmlRxOlUzabyBpWCzzeXMqFLIh3jDNw1PJvH5odXm9MoZIxqH0ejy8dv+eELl8t6xDC1ow/7vtkEvPagV6IuEbkm6qjeM7+zJkx4bMJZuAC/sxq5Jhq5Lg5VYj88lRvD2qkS+4VEJToLFiD6HBi7XY1l69sR+xb9bhz7fyRqwD9QJ/YFwLrz41DhEQABU9+7kOuTsO76DJnKgCq+F3JdEjKl5Ock0fbst9bQLza9rYfxh+galcSn+zbgDfhRyo6u0MXRsKmkkXaxp65FQuLBBVJhvYPuf8CDT0LicKgVcu4ZkcPnm8IrqQI8PLpDSEVsAJ+l4HfCYwvW7e9h6nMHMnPWUY8hI1pHRrSOYTmxWFxeyi1u5udWkRGlJVavYkuZBZkAPZNNVNvclFpc9E+LIsGgDhmbWiEnJ1ZPziHf8x0VFhYfjKqc3F6Od87ciGNwl68hauA/w47L1NEoTVkhAgAEi1bY9/9IVL97AJCrzcjVZlQxnQn43PjtFbjKVoFMidKcg7dhHwF3Par4Xij0yWGiZGmjk/xaB/trHXSM15MZoyMlQrELCYnTBZfXT7nVzbayRqxuP/3SzCQZ1UTrjm7TwXFgTqjweAj2tf9met+vsXg8JGjM+H0NeAUjO4otFNUreGxcp1azzprwO6pRJ/amZtGtrZyvQPS7kWnjCDhr0He5knoxmopqK59sKOHavnFsn56FqnE7BLz4onvx8XY3L6ys4vZhWSHFbMZ2ig+xjRjfKQ5N/gz8v3vuNFG/5kk8Y2ZiNkubGxISEn+cNhMfDQYDq1at4qyzzqJnz55hFa8FQeCZZ55po9GdXjQ4PXy8vph//LSLJusPQYDHx3Ti9qFZxBzlDn+j08sXm0u544cd+AMiNw/OpLTRxaPzc5s9RQQBbh2SRYpJw9VfbOHn6wcyODMahVyGxeXl223lTP92G75DPEjuHZnDg6PaE29Q4/b7idYqGZETw6i3V/H+lF5c3DOZb7e17PxHaZX8eO0AMqK0TOubyvZyC59sKGk+f9ugeP6vWwFVn40NVp8+iLHnzUSf8ShyXetpDk1ESn86FNEdTKOUa+NJGD+TytkX4K1rqeStjOlKwviZyLUt4qO7anPwGn0K3oZ9rfbtrtqIKAYQBNnBv7eEtYk58yU8VZuonDWh5aBMSfzYD9DlTJS8ICXaFF/AT5GtgYnp3dp6KH+IblGJOP1ettWV0y8u7bj0GQiIbClr5NLeqcelv7Yg8WBBjYJ6pyQ+ShxX2sfp+fDSXkz/dntzyrJcJvDMuZ3plRL+WfM25Icda0L0uxB9x1YYqdrm5plFebz6Wz6PjO7A1jILLy7b3xwtJBPgkbM7YPf4uWLmZh4c1Z57R+YQ9/syuYdQY2vJ2lCLhytBAaLfC4IcDi74ZboE4s9+F1fFOuS6RALO0BRKT9WmsD4CXgfOwgVUz70SdfJgjD2up+yLMxC9LffW5UwidvTrKPRBS5q9VTbGvreGokOq2XeI0zPnxkGn9IaJhERrODw+5uVWM+3zTSE+rdcOTOeZc7s0/94dDndVeMBBEwG/izNTRSpnX4jfWowICEDf6I6MmTgb7RGERwimUQsyJaLH2mobX2NBMOAgtjf7Um5nwqtr+fHagXSLhaSaH/Cuuq/5eaJA4NYe9zBy2tV0y8xEeUhQSKJBxexrB3DpjI00unzkRMlQWnYRWXoEX8M+luwtoXu2lvZx0jNCQkLij9Fm4uP333+PyRScWO7YsSPs/LH6hL311lusXr2aGTNmNB/bvn07//nPf9i5cycmk4kJEyZw9913o1IdfVrNqUxulZ17f9wVckwU4YkFuQzLjuGsDke3e1VU7+TW77cDoFfJGdcpgQs/Xh/W75srC3j/kl5E65Sc895advxjJNmxevLrHNzw9dawfl9adoDh2TGc3z0ZtVzO4MxoRr61CoDrv97KfSNz+Pn6gRTWO8mM1tIl0UC6WYtCLiPRqOGlSd3451kd2FNlI0qjYIC5ksrPr+b3XozWbe+iSRmCofPlR3ytssP6mQgI6pYKvkpzNkkXzcNvK8VnLUFhTAumVuuTQq5SJw/AtvND/NZilDGd8BwUI3+PJumMZuERQJ00AOshb5sythuIAWy7ZoReGPBSPe9qUq/cjCq26xFfo4TEiaLI3oBPDJCsPbWEqg6mOBSCjLXVhcdNfNxfa8fq9tPxFJ6kx+hUKGSCVPFa4rhj0ii5tHcqI9vFkltlxx8Q6ZJoINGgRh/BpkBmzmm1L0GhQ5QfW4Gr5QdqefW3fBKNajonGrhyZujvc0CEJxfm8dWV/TBrlDy3eB/DsmMY3yWx1T4PTak0GWOwI9CaR7Rcl0jixG/xWYuRaWIg4KNuxSOY+/+j2VPuUNRJg8KO+awlVP1yGYgBzP3upvLnKeAPta1xHPgRVUJvogb8kyqHj8kfrw8RHgHyauxM+3wTP183kLhW0kIlJE5VihpcTPl0A7+rw8JH64oZkhnN9YMyj9iHJmkQ9t2fRzwXPfgJqn+ZElZwxlu/l/qF16Ga9H1I4cpIiKpoREsRMnVUq8EQioT+uOInsqAowIOfFdIj2cRv+2u4sZML2/d3/75HAttfYuD44ah17UPOVFg9/HtBLu9e0guPL0C0Vo68ug8UL4l4X1l0ZzZVeHli+QYW3HQGCUch1kpISEg00aYFZ46WsrIyEhISUCgOP9yPP/6Y1157jQEDBjQfq6ur44YbbmDcuHE8/fTTFBYW8uCDDyKKIg8++OAxj/9Uwen18eLS1qPs/rMkj/7pZnwBkaIGJ99vK8cvilzQPZn0KA12j59f91azt9pOj2QjX13Zj/t/3sXQrBi+2VrWar8fri9iap9Unlu8j9WF9aRFaXljRUGr7Z9ZtA+RoHi5cG9183F/QOT5Jft5cel+YvUqOsYZeGFiV+SCQEZ0cJERrVMRrVPR6aDHY+3y52ltgt+w7j/sEPrhV8XRPk7f6g6nXJuAJnMMrsKFYee0OeeFRU8q9Eko9EmoE/u1+hq16aMRVCasOz8m6oxHqFlwQ1gbQaFD135iyDFN6rCQCYih81Ss2z9o5S4i1h0fETPi+VOm0IfE6ccBazDVMFl3eE/Ukw2VXEG2MZaNtSVHbnyUbC61AJzSEQJymUCiQU1hvVTxWuL4o1XKyY7Rkx1z5O+ITZmCIqoDvoa8sHPyrtNpIIZIcmBJo5OtpRaW7KshO1bHOQf9qzVKOTV2d3NhvSm9UvhkfXiV2iY+31TCRT2S+WBdEc8symNwZnSrqZqJBhU3DExnYvcknHJQ5kzGe2BWWDtN2kicRYtoWPsUMm0soseG6HMgN6YjCAIBV6i3taDUo8sZH9aPPfdLEAMoY7vjqd4eJjw2Ydn8GsZu11BpNbGnyhaxzbqiBqrtniOKj5VWN/tq7Py0qwKTWsHkHsmkmjRh6fISEicLX2wuCRMem3h28T7Gd0kMSUsGcHr9lDa6mLunksI6J4+ccTaC0oDoDf/+KKPa463fG7F/d/lq/M5qKr16dlVYmZ9bRZJJw6SuiaSYNegPFteyEIWsajvGnjfRuP75sH7kxnQ2OdI5e0YhU/uk8tWV/dhebuH8LjEEtj7X6mv3bH6e6IwhQHTzsbl7qlhd2MDqGRsxqOUY1AqWTL0M1dbXQ7LHml9Dtwd454s6auwequxuSXyUkJD4Q5z0zvF+v5/Ro0fz7bff0q1b5BS+yspKHnnkETZu3Eh2dnbIuU2bNtHQ0MADDzyAwWAgMzOTSZMmsWLFir+F+OjyBihudLV6vqTRRYPTywtL9/PmyoLm488u2seUXsmc1T6O6d9tbz6eatbw/pReLMmrYW1xQ6v9lllcxB6ckBfUOfH4A4eNmimzuCiqd7K93EqpJXy8ARGqbR5kgp1NJQ2cv3AvS28Z0uxF2YQY8OFr2N/qffz2Mqotds7/KpezO8TxyeV9wiYZAHJtDPFnv0vN4ttw5jf5NAlo200k7sxXkR9DpTeFKYPkixdS9cvleGt3ET3kSRrW/6d58qIwZRI/fiYKY0bodcYMki7+lapfLsPXsA+5Jga/vXXh19d4AAI+kEuTf4m24YC1DhkCidpTS3wE6GiKY2NN6+LDH2VreSNxehVRp/hiPMGoCouQkpD4q1lepqD7sC8xrb8ZT+WG4EFBjqLzdWyLmkaWSwgTH/PrHJz9zmry61rmIAqZwI/XDeSs9rF4fCJlB+cdsTpl8/9Hosziai5mV2ZxhaRt/p5YvYprB2Yw9n9r+OTy3iS1f4wMUcSbP5umDVJV+lhUw17Gl/sJCDICjqrg8fjeRI/9BF/1BgSlvjl1WmHKImH8TBTG8Ogs70FBVq6NiRgt2UTA3YAY8GF1hwsLh2L3tJZ4SfPrv3LmppBq4f+al8uz4ztz8xmZRB2lf56ExF/J3urWLRDKGl3NNlJNuLx+Fu6t5qJPNjSf++2AkW8m/oKw7Bp8lqAVhKDUo+j/JAFf688PAK/bxrkfrWF7eUtK9QM/72LG5X04v1sSerWCfJsaVdI0OsjyMPa8CeuOj5qFQFV8L/Rnz+Cq90qY1jeVLgnBSO2ZV/Rl1tYirrEWtXpvv70c0e8OOba/tuW5aHP7sbn93LvIyhtnz0K+8qbm9YZMHYU48EXe2KGhxh4cu919+GeEhISExO856cVHAFFsZYvqIDt37sRsNvPjjz/y5ptvUlraYl4eFRUFwBdffMF1111HeXk5y5Yto3///idyyCcNBrWCkTmxrCtqCDmuVsg4t3MCF/dMptrmDhEem/h6azlntoujQ5yevJrgj3Vpo4tnFuVxdf90fKLIsv21YdcB9E+LwqxRcEmvZIZmxaBTyhndIY5f84K+Rf3SzPROMWN1+5izp5J+aWaKG5ykR2nIiNYwb09VxH77pZnZXWWj2uZh6uebWHDTGSGpTYJMgTZzDI4DP0W8Xp7Qn42VPgB+zavh661l3DksO2KUoMKYRvy4j/E7qxHdFgS1GbkmFpQ6Al4HgkITkh59JARBhjqhD8lTlhJwVIMgR9fhQgLuRgS5Erk2AbkuHjHgQ5Ad+tUUUUZ1IHnKcgKOchAUqJIGRIzKBNBmno0gCY8SbUi+tZYEreG4Fm35q+hojmdeaS5Onxet4s9/j7aWWciJObZU0JOJRIM6RLyRkGgLcuL0jHxvB/935uuM7Acyvx2XzMzHO9x8trKUjfe0C2lvcXm5Z/aOsM+uLyBy4cfr2fnAKOJ0Ss7IjObHnZXsqbLRPz2KXZWRIwL7pUU1RwsOzozG9Lvq7263G6/fg0FnpLTR1SxYtI/R8sm6cnonPUbfLg+j8FvwyY18fcDPM6/nseLm21FlXIVZ4cYnqNhYGWDdGjf3jZpM6pUjg6KkXIVcG4/CkBxxbNrMMdhzv8Jbvw9D56mtvofK6E6Icg0JBjWCAJGm2AqZQLSu9edfICDy1ebSEOGxiYfm7GFcpwR6S+KjxEnIuE4JfLUl8gZ+//QodKrQeUu5xcUln24IESXXl1gZ802Aj8//gUydHYvDiahJZle9yFjNYQQ5mRIbBoZniBhUclYXNgDB7+BVX2xm94Nn0UGtICtKzmPzHXSNy+CSzncQ3306otuCXdSyoAjSLXGUWfZxSa8UJn6wjn+e1Z7/LN6HSiZyeafh0ErBTHXyGchUoXY453dLxOb2YfP4mLunCovLx9y8Bi60G5k3bQkNDRUQ8FHlM/F/Kyws2h/MTpMJwQ0WCQkJiT/CKSE+HomzzjqLs846K+K5/v37c9NNN/Hqq6/y8ssv4/f7GThwII8++uhh+xw9enSr58rLy0lOjjz5O9lQymXceEYGb64qwHFwF/vKfmlc3CuZH7ZXMGNjCQPTo/jlhkE8PGc3W8ssIdd/sqGY96b0ZML765p3wX87UMc9I9pxdod43ltThNXtC7lGIRO4e0QOzy/Zh1GlQK2U0eDyMaVXKjM3l/LkOZ3ZXm5hZUE9MVolH1/ahw5xenZWWvlmaxl3jcghSptPgzN0V14mwPTBWVw5M2i0vrXMQrXdEyI+Amizz0W2OpaA63eTYkGGt8cjvPlZSwrTq78dYEqvlIjRj0CworUmGr+jGp+tBI+9Evu+7/HV56KK74Oh29UoTJnI5Ef/A6zQJ8Hv/CD9zlq89Xup++2fBNx16DtcjCZ9FIh+bDs/wV25HmVcD4zdrkVhyiRmyP9RVrQIxNCoC5kmFm32uUc9Fom24XR5vrTGAWvtKef32ER7Uxx+McCO+nIGxGcc+YIjsLXMwvDsmOMwsrYl0ahmU2ljWw9D4gic7s+W9CgtHeP13PrLoeJB8HP5yvndSP3db3m13cPPuyoj9uXyBdha2sjkHsk8MbYTP++q5PvtFcy+bgBfbSkLi2rUKuVc0D2ZCR+sRSETeGh0B3QH0yTrG6qRO4qwb38XwVGGPW0sUe3O46UJ7Tg33Y1r9zPczy7crr44ZJcwfSEsyw/aO9w1LJtoWSPeop+RWXcQ0/0Ghsu2M9D/C54Vcfh734Iyqj1yzeGfI5q0M5HrEvHbyxAUOhSm7OaorEPx9/k/agNmEgwKpvZO5fPN4dXGbx6cSdJhUq4rbW5eXdF68Z8P1hXx+gU9DjteiVOP0+H5Mqp9LAkGFVW2UFsCQYD/TOhCzO9E83VFDXj94Qp9Xo2dER/tZ8d9w4lSViAv/JqhFSsJ6K5B1/ESHHu/CbvG2OMmZFWr+Jfie5x9z8QybhxTZ1ezu9JOvEGNzlOOdfdayP2S/zOYsSZfy/d7/Nw9r7x5k+DWIVl0zgj64y/dFwzoGJQRzXOL9yEI4Bh9Ebpdr4cXq5EpiBrwIDJly2ZoUb2DvTV2Si0uojQK/ndJL7aWNvLs4n1sLbNS4onmf9ssvLe2CGgI6e6aAekkGCTxUUJC4o9xWoiPh8NisVBQUMC0adOYNGkSxcXFPPvsszzxxBM8++yzbT28v4SsaB3Lbx3Cjd9sI82soV+amfM/bCkUMz+3GpNGwefT+nLzN9tCUo7qnV5yq+y8d0kvpn7eUl3RFwjwr7l7+eaqfvxr3h42FAcn/50TDDx1TmeeXLiX+bnB3bHPN5ceTMPJ4osr+jHm3dWUW1rC/mduLuVfZ3egxu5h1o4K8mrsfDa1D0/9mseawnogWH3xiXGdeH9tIY2uFrHT5Q1PeVIYM0iesoSaX2/BXbYyeMzcDv+AF3l0jUito2XCUe/whqVY/B6/swbLjo9QmjOpnn9dc+qDs3AhjZtfIemCOWhShx+zx6LfVUfD+uexbHq5+ZizYD4KUxaxZ71Bw8YXwe/BWbgQy+bXSJz0A+qUISRdMIeaRbfhawymmatThhI3+q2I6VgSEn8lB6y1p5zfYxPZhhhkCGypK/vT4mOdw0Npo+uU9ntsIsmopsrmwen1o1WeehGtEqcHCQY1X17Rj4fn7ObLLWX4AiIxOiWPjenI1D6pyOWh2QgeX6BVfzeAmoPzgU7xBn6dPpibv9nGc4v3MXNaXx6fn8uOiuACvneKiSfGdeLfC3LpEKfnmfGdiTlopVBvqcOT9wWOlf9o6bhwAa5NzzH5gjlUfj+egOtgterChWh3vMqHY37kwl9MnNUhjn8PllH73ZkIPieGiV9TM+8K/LYWQdCx53OiBv0LU587kGtavNp+j9KUQfIli6hZdDt1yx8gbtz7WDa/jrNgASAi16cQ6Pc0/zuQzA1pIskmJc9P7EqcQc27qwtw+QLoVXLuGp7NHcOyIxb8acIfEKl3tJ62XWl1EwiIyGSS97TEyUVmtI5ltw7llu+2sfRg9lZWjJY3L+xBj+TwTdNqe2TvVID0KA2Jvn00/HB2szVCwOcgduQryFVGbLtnIvpdCEoDxu7XYehyBdXzrsFbtwsKFxCleZEfLpjDyM99zJ2aSmD+RGoaW6yjFHlfM6nLzXjHXMXjS6u5fWg2d43IRqOQ8dQ5nfhsY/A54Q0E10KiCNf8VMMXE+eiWX8XnspgVW5lTJfg+iCqJTI8v87BmW+torihxU7lyy1l3D40i8fGdKRHspH2cXr+Pa4TUVplcxCLVinntqFZ3DMiB9NRVO6WkJCQOBRBPFJOcxvj9/vp1q0b3333Xauej4fyz3/+k9LS0uZq14899hiFhYV88sknzW1Wr17NNddcw+zZs+ncufMfHlPTzt+iRYv+8LVtSbXNTa3dQ++XluPxh4t2/dPNTO6WzI+7Kji3cwIyQUCrkLG6sJ4B6VF8u62cTaWNpJjVrLxtGC5fAKNGjkouo87hxesX2VNl5eE5e5rTtA9l30Nn8dCc3XyzNbIX0U/XD2TyR+vxB0SSjGpuHpzJ5O5J5NXYqbQGU8MPNUc3qhVs+8dIMqMjpzT6nXX4XbVYHC6WFvv494pGdlaE7gRe1DOZjy7thUGtJOCxEvA6kKkMyJQtYoGrYj2+xgLcVRuRq6PxWYuw7/2agDsouMr1yaRcvgqFIfXI/wgRcFdvpezzARHPGbpeheh3Y8/9qvmYTB1N6hUbUBjT8dkrCLjrQVAg18Qi155cEVZiwE/AVYuIgEIX39bDOSU4VZ8vhxL7+aNcmNmDae36tvVQjonrV3zNuWmdeWPwhX+qn6X7ajjrndV8OKUXWad46vWW0kbu/WkXux8Y1VzcS+LU4nR4tjRhd/uotLlxegMYNQpSjeow4RGgtrGe+TsL2Fnt5f3N9VT/Ltppy70j6ZnSIjiUN7qocXjQKmWoFTIqrR7KLS60Sjm+gIjd48fm9tHg9NAz2cywnGjc9fup/qwHkQrdaTPHou90GbWLb0P0ORFUJgydpqCM6YY/fSKrS1z0yrsDb+kSDN2uJeCx4Mj7LuJrTr1yC8roTgd/U2UodHER2/ld9Vgbqyiss6FQ6xECHtxuF+UuFU+utOIXRebcMIg4fTCy0eX1U2F1Y/f40avkpJjUqBSH32Cwur1c/cUWfthREfH8l1f0ZUrvY5sTSZyanGrPl3qHhxq7B29AJFqjJNkcOQNqY0kDA16JnMb83aWZDNh9VVBMPEj8uZ9Ru+QutJlj0Lc7HwCRAPbcb/BUbSZq4D+pWXRLc3tV6plsaPcavWveJbDrzYj3ibp4JTvcWegCjXRNNqE1JCCKInP3VHHeB+v47ur+lFaXo8DPokIf68vs3D84mqHJAoh+MhJTiIlt+T46vT5u+34HH7dSXGvzvSPomWxqDqrw+AKUWVzNz4hkkxr1EZ4REhISEpE47SMfN27cyKhRo0KO9erVC4D8/PxjEh9PVeINapbsq40oPALkVduZ2C0Rvyjy3cGq15f1TuHagem8svwAE7slopALvHVRT55fuo9FeTXE6VU8OKo9Z2RGY/f4uXTGxlajDKpsHr7fHnmiCrC6oJ4+qSY2FDdSYXXz7wV78QdE6hxe3lpVENb+6XM7k9JKujQETdfl2hicgpMHF68K83xSK2Q8MbYTOpy4yjfRsO45vPV7UcV1I2rAP1FGd0Km0uOp2RGsXle7G0fDPpTRHYkb+wGOfT9g2/0Zfns5fkf1MYuP9tyvWz+39xvizn4nRHwMuOvx2StQGNMjpnCfLPisxdj2fIlt9+cIMgXGnjehy5lwzO+TxKlBo8dJg8dJ8ilYbKaJHGMMW+taL+p0tOyosKKUC6S1sqg5lUg6WNGyoN4hiY8SbY5erSDnMJF5Lpcdf+N+PBueZ3j1ZkYas7h2yt3MzE/iiSXBecjEromkmFtSiwvrHMzYWMIXW0pRy2W8OLEbLy3bz5yDHtQahYx3Lu5JrcPDF5tLsXuKeH1yN7rblxFJeIRghoS5/z9IOO8r3FVbUMV2x7bzI5zFy1AULmDk4CepXroECHo2Vs+7qtXXZN//I3JDKpYN/0WQq4K/qdnjURhSQtrJNdG4PFpuWrCO9cWhzzGZAMtvHdosPAJolPI/vDliVCv5v3M6MWd3Vdicsl2sjsFZJ9dGqITE74nWqVqtVH8oGVFaxnaMZ8He6rBzw1LAtrJFeESQIciUBFy12HO/DFag/x0ybeimgad0KcOHg2XNjFbH4M+bSZfUs3GteZg6uRpjr1vQZZ1Dn5RoFlyVQyf/EgZVvUnAbeHc9HNwDL+KKT/UcEeFjct6p/DGhaGb/zU2LzM3hdstNPHDjgp6pZib/1YpZKf8BqqEhMTJwWkvPiYlJZGbmxtybO/evQBkZWW1wYjaFpevdSPkty7qydVfbGbLIb6Pj87LJSdWx9sX9qSk0clLk7ox4s2Vzf6Re6vtnP/Rem4ZnMndI3IOm94UCIiHTXF2+/woZaGRCx+vL+a324fSJdHA07/mUWF10y5WxzPjuzC6fRzKCJEOvyc9Ssvi6YN5ZlEen24swe0LMLpDHC9O7ErHGCX2/d9RM//a5va+hjwc+2aTcN5XaDPHQcBPxbejQ847838h9qzX8VkKcJWuCFaXPkYC3taLOIh+D8gifE0Dh69S2db4rMWUfzMan6Wg+Vjt4tux7viQxEnfSQLkaUy+NeipmqQ7NT0fIZh6/U3BNkRRPGY7BYDtFRYyo7QojuI5dbITb1AjF6BAKjojcQrgLl9F3Y+TQDw452nIQ168kKsG/oeKAYNJiYnh+kEZzSJcQZ2D4W+upLSxxXbmu+1luA7xffzvpG58vL64OVUTYHNZI930h6tuKxJw1VM1dxqJk36gbtk/8NbvAYJzCVO3a5pbCoLssHOJgLMaV+GC5iir2kW3Yk0aROJ5X4UJkEkmDd9dM4DXlh/gnTWF2Nx+BmVE8dL53egVIbX0WOgYp2fNncP4x087WbyvFrVCxtX903hodAfSo7TH5R4SEm1NvEHNh5f15p1VBbyxsoAGp5eeySYeGNUOj/d3frKCDFE8wnpADA8AUckF+F0V6pBLPBaiknpgrdsNQO2vN2NLHkz8OZ/Svej/cO6bRfNd63PR5X3CrAsX8nNJOpf1TgvzsRQRm1O1I+H0SlWsJSQkTgynvfh47bXXcsMNN/DKK69w4YUXUlpayr///W9GjhxJly5d2np4fzn90qIiVjfsmmigyuYOER6bOFDrYE1RHRd0T+bW77c3C4+H8vbqQu4akcOQrGhWFdRHvLdSLmNYdgwr8usinh+cFcPbqwtDjl3SK4Vko5pbh2RxQfdkPP4AGoWMpMNEPEYiM0bHK+d3519jOhIQRcxqBVE6FV5LIbWLb49whUjNr7eQculv1K14MGKf9SsfI/as13FXb0WuS/hD4zkUQ8eLsW6NnGqhzToHd+nKkGOCXINcnxKx/cmAGPBj3f15iPDYhKdqE67SVRg6XfLXD0ziLyHfdlB8PIUjH7OMMVi8LkodjaTpo465nx3l1tMmWkAuE0gwqCmodx65sYREG2KrL6Fx8fQW4fEQxA3/4oVp29BEZTenaXv9ft5ZXRAiPKoVMkxqBf93TieurEljTWE9RrU8RHgEeGlpPjdPH0lr3wpVQh+8DXkQ8FG79B5MvW+lbuk9zee9jQdQxvXAW7Mdd+UGNGkjcZUsi9iXJmUY1h0fhRzzVKzFXbEeRfvzw9qnmbU8dW5n7hyeg18U0asUxB3H6rQqhZzeqWa+vao/jW4fMkEgXq9CI3nCSpxmpJg03DMih35pUUDw+eDw+lHr4/AbUls8WgM+BLkWQa5GjCAmytTRiIFQ6wdlbHdKnEpM2ZNw7wsvUgOgzRiNfe83GHvfjnXLGwC4y1fjqdqEt2pTWPuAuwHjnue5ffS7KNTh6yWzRsm4jvHMyw2P5gS4oPvJXzhIQkLi1OTUD8c4AsOGDePdd99l1apVnH/++TzyyCOMHDmSV155pa2H1ibE6ZXcPjQr7PjoDvHMbsW7B+CrLWXYvf5WhUOApftref2CHqgV4R+ri3sms7GkgRcndo14/oIeSeyrtoUIm/EGFbcNzUKlkCMIAilmDVkxuj8sPDahVclJj9KSGa0j6uAuoN9e2WwS/XsCrlr8jsrwinFN5931CHIVMUOeQv4nUp+VUe3RZJwddlxQ6jH1vgXr7s9CjkcPf/ZP3e9E43fWYN/9eavnrTs+IOCxtXpe4tSmwFqHRq4gWnXqRr5kG4IpgzvqW38mHglRFNlRcfqIjxCseF0oRT5KnOSI7jr81sheZgS8eOrzQvwhq+2hKYjt4/TMvnYgJY0uxv1vDXfO2oHHF6BdrJ7M6NDnWoXNjUUWh7LjFeH3kimJGvgQ1m3/A4KRjr+P+rdu+x/Rgx4BmQLrzo8x97sHQR4+x9FmnYO38QCiN/y307rjfQLeyPKnSiEn7eC853gKj4cSpVORGa0jPUorCY8Spy3ROhUd4vTIBHhh6T4u/2wjV/xQhnb4a0BLhoRt16eYB0QOWoga/Fjz8wAAmQL54Je59OsizIMeQVCFb9qqU4YS8Fqx7foUXdY5Iedsu2egSRsZ8V6OfbPA0xDxnFkbLDalU4V/Xyd0SSA79vSZt0hISJxcnPSRjzKZjAsuuIDo6NYr/B3Kc889F3Zs5MiRjBwZ+eH8dyPRqOH+M9szOCuG/y7dT2mji76pZqafkckdP+xo9Tq5TEAUiRg12YTb56dbooGN94zgqYV7Wbq/lji9imsHpDM8J4Zqmwenx8/sawfwwboifjtQR6xexTX902kfpyNGqyQnVofbF2BKrxRuG5pFTuwJrhJ7pJRK4fD6vFwbT8DrRJAf+6Rerk8kftwHOPb/hGXzGwQ8jWizz8Xc9x4CXgfqxH54a3ehMLcjevBjqBL6IFOcvB5yAhz2fRNk8iO/7xKnLPm2OpK0pj+VrtzWJGqNaOVKdtSXc07asfkCFzc4sbp9ZJ9m4uOBWkl8lDjJOdKzRxa64BaguSqzIMBrk7tz5RebQorTfLS+mPm51bx7SU8mfrAu5PoOL22k9IEn8WecjXvLS/gdVaiTB2HscT2NG1/BZy363d1a8Fnyse74gIRLllO//gUat75L4uQfsez4GHfxYmSaGMx970RQmaied3Urr1f6TZWQ+CtodHm58JMNzRZSC3JreFAbw7OTlxHY/Aze6s347aWIve4j/vxBNK57Gn/jfuTRXdEOeBiPXyTg+QS5Lgl50mBkvR9kjzMRn7iXUo+J9PNnY9vxIc6iRchURvSdLkcZ3YGahTeiMLcLT9kW5BHTuIPnDr9+6RxvYOPdI3hucR7zc6uJ1im5Z3gOE7omkmBQH/ZaCQkJiWOlTcXHvXv3sm7dOiwWC4HfeU8IgsBtt92GIAg8++yzbTTC05O0KC2X9U5leFYMLn8As1pBnEHNLUMyWbyvJuI1F/VIZn1RPWe1j2NRXnibGJ2SczslUNLoQiWX8cz4zmwqaSRWp8IdCKBWyEkyqrnzhx1sLrNwWe8UHh7dAavbx4yNJWwrt7DqjmGsvG0ofiBOp8TpDXCg1k5AhChNcIyHw+LyUmP3EBDBrFEQfxQ/nnJdIjK1ubly9e/PyXUJyNRRBNwNYedl2nh8tjKU0e2PeJ8jodAnY+p5E7r2kyHgR6aJQqYIRlgkTPgK0edAUGiRa45OhG9LZLp4jN2vo275/RHPG3veHFJNXOL0osBad0qnXAPIBIFMQzS7G6uOuY+dFcGI6azoUzcC9PckGdVsLg1/VkpInEwI6hgU5nb4GveHn5NrUJrb4fL6m6P0Eg5ukv57wd5gYYnc6hDhMUan5PqBGQzKjMasUfDeJT15YsHe5jRtlw+eXtHAsxMuxZ8yCHfRAry126n6ZWpIpKIytju+xgNhY3JXrCO/XsO3vvsYmCynfp9ApXg3XXrcwVkdk1Ea43FufblVr2dTz5tP6g1JCYnTgRqbm9tn7QjxrpfLBKwBNSstqQwc9h5Kv5M6t8CKUpEyi5nh3d6jzmphT12Atz6uI1qr4tb+b5Gok5GVmMC0z3ORCQ3cOTybZ5ZX83qfUsSAH3P/+xH9Lux53+NZswEAQ5ep2PfNChmTsft11Pw6PeJ4DZ0uQ6aJbfX1KOQyOiUYeOvCHtQ7vShkMhKMx0d0FEWRMosLh8ePSi4j0aiWoqIlJCSANhQfZ8+ezUMPPRQmOjbRJD5KnDhSf2cIPiQrhhE5MSw/EJpa3T3JSLckEzd/u5UZU/uysaSRBmfLJLhLooH3p/Ti1lnb+XVvUJgckB7FixO78ubKfL7eWo5SLnBZ71QeGt2BK2Zu5sN1xUBoWtT83CoeH9sJgL3VNu7+YQfz91YjitA31cxbF/WgV4oJtSL8Byyvxsa9s3cyZ08Vogi9Uky8dWEP+qSaD/uDp9CnEDfmA6p+mRK6eyjIiR/3EXJjBnHjPqTqp4vDzscMfw533R60GaPCOz5GFBG8I+WaKCDquN3jRCMIMvQdLsK646NmY/wmNGlnok4a0EYjk/gryLfV0dEUf+SGJznp+ih2N1QeuWEr7Kq0oVEEJ92nC0lGNVU2D06vH620kJA4STFEpRI4+33qfjgn3Hdt8Mvc8FM5cSY7D41uT6pZi1wu49qBGczcVMqgjGi+317e3LxLooH/TuzGi0v388LSoJg5ID2KNy/swX+X7ee3A3VkRmu5Y1g2SrkcnzaBAHKs298Pua2g0BIz6jVqf73xd6MVMJ31P25fbuGX3FA/yQdHtefXRVU4fRW8O/4ylLtm4K0PLaCoyRyDKqHPn3vDJCQkjojF7QvZfFPJZcyY2ocl+2q46svNODx+koxq7h2Zg9MbwOnxExudzC0/FbH/YMZAlc3DXXNtjOsUz3ifp/l4gkHNpxtLeH1sf3zb3sGe+0XIvZWx3dFmnUP9ioebj2mzzkEZ2w1d9nisOz4IaS/XJRE16GFkyiNvfmpVCrSq4ycH1Ds8zN1TxT9/2U1JowuNQsb1gzL451nB562EhMTfmzYTH9966y369evH008/TXp6+imdone6kGzS8MUV/VhVUMdbqwrwB+DaAen0TjHx2Pw9dEsy4vH6WXPnML7eUsbcPVUkGtU8eU5nRry5kvpDBMn1xQ2M/d8aZl0zgB93VuLyBZixsYTNpY28cF4XbvxmW9j9o7RKoKXq5KGRB5tKGxn+5ko23jOC7kmhlRoL6x2MeHMVldaWRcbWMgsj31rF+ruH0yvF3OprFuQKtJmjSZ22gcbNb+Ct24kqvjemXreiMGcjkyvRpp9F6rSNNG5+HW/dTpTRnTF0mYag0KHNGodcG3fM7/npisKYRtIFP+MsXoJt50cgKDD1vhV10iAUesnI+nRFFEUKbfUMT8xp66H8aTIN0XyVv+WYK17vrAz6PcpOo9+2JGMwuqqgzkGXxFM7ulXi9EaT1I+Eyzdg2fY/AtXrEA3tcHS4mde3wNc7aoA6tpdb+Obq/iQY1GREafl1+mD219hZsLelCMOLE7sx7fNNYfObS2dsZO4Ng8ittnFu50QyDkY42wMqZlsHM/LcxWjz3kGwF+KNPQNX9pWstUbRftQXKPa8j7xhKwFTF5ztb+DlXCXPT2pP3y2l/Lq3hkSjmkt7p7CppJH31wU3affVOFh01S/4SxZh3fUpglwd/E1NHIDiJPaAlpA4XZDLBBQyAd/ByMdHzu7AB2uLQp4XFVY3D/y8m4+m9MJtVHPue2t466Ke5FbZmLO7Cq1SxtS+qXSI03PWO6uBoGNClwQD0/qmcsXsWr6Y/AH+yrXBubPoQ9dpKtqMUbgqNqBOGXrwu3876qT+KPRJRA/5P/QdL6Fx86sEXA3oO1yArv0FKE2Zf/l7FAiI/Lirkmu/3NJ8zOUL8ObKAnZWWPnqyn5HlZUmISFx+tJm4mN5eTmPP/44GRkZbTUEiYN4fH7KLW4sbh9Or5/+acHqhXKZgEkTFAQ/m9YXUaT574dGd+COYdmo5AKvrywImZg34fYF+HRDMVN6p/DphhIAdlRY0SjlxOpU1DpCK76d2zkY9ffL7kqMagX/Gt2BtCgtARHsHh9vryrgyYV7+WBKbwzqlo/ugtzqEOGxCV9A5In5uXxyeZ/mcUdCptSjiutO7FmvIXodCEodskM8HANeGwgCpl7TkanNCOoYZHLFUaUOBzw2/I4qAl4rMqUxmMatMhzxutMBhTENY9cr0bU7H0EQkEUw0pY4vah1O7D7PCSf4mnXABn6KKxeN+VOCym61jcwWmNnhZWMqNNrlz/pYBRnviQ+SpzkqJQaVHGdsPX/N5+v3cuuGi9ff1yL/ZCidr/l11Hc4Gz2N0uP0pIepeXu4dk84/Hz1Lmd2FDcQLxBxTsTEuka5QXRT5FDy2O/NfLpxhLevKB7c9RQWaOTGruXxNh41DEJRA15CvxOfHI9X+1y8q9fd/Hq+d35sfIKOsdczf5aP98uq8asVXLTsM7cOSwbnVLO3mo7t3y3PSTDZG1RPSurOjGm+7XoOlyIIMj/NnMJCYmTAbVCxivndyPVrMUXCBagqrS6Wbq/Fo8/NItPLheoqatl3uWJqAL5dMky0jE6iWWFDv69YC9vXdiDmVf0QxRForVKYnVKPriwEwFnFYK3EVliP8zJI/CIcnyqaJQ6Faqoduizz0UQZMhUBrz+AEX1DuocKvTagSSdPQOdQkSmMiIcwe/xRFFmcfHgz7sinlu6v5aSRpckPkpI/M1pM/ExOzubqqpj99OSOD7U2NwUNjh5eM4eFh7cvdMoZNwxLJt7R7ajqbC0UR0q3sllAmatEqvby7w9rf87ri6s545h2SHHtpRZ6BCvp7awRXx888IeJBs1uLx+8mrs/HdiNx78ZRd7q4OVqBONav5vXCe2lDVicfmaxUePL8DPu1pPjfwtvw6r23dY8bEJmVwFh4iOoijiqdlO9byr8dbuDLbRxBJz5n/RZU84Yn8+Wxn1qx7DtvtzEP0gyNF3uoyYYU+jMKQc8frTBbnadORGEqcFBbagZUPiaSE+Bv1Vcxur/7D4KIoiuyutTO2TeuTGpxBxehUKmUC+VPFa4hSh1ily//zSVs9vLm2kX1pUyLHhOTE8KuvA6oJ6HG43c86XoVw9tdlDsps+hW9Gv8rreToaXT60KgW5VTZu+HorJY1ONt2Ug+O3O6kqWgCAIFczscetjL7hFrbWy/lqW0uklEYh49ur+pNi0lDU4OShOXtaHeuSfTWM6RiPXP3HN0MkJCT+HA6Pn/XFDdw9eye+gIhcJnBB9yRmXtGXaZ9vwu0LCpBapZxx6X7cZc/jnTcraNkkUzCww5VE5dzBO6td7Km2MXNTKRtLGhEEWHR1e7rXfoxt21sHrSIElBnjqOn+LFNn7eal87sxIicG3cH5dK3dw5dbSnlk7h4sLh8A/dPNzLi8L50S2kZ4BLC6fVTZPK2e31rWSJ9U6fklIfF3ps2eUPfeey+vvPIKK1euxOVytdUw/tYEAiK51cEJ88JD0gZcvgAvLN3P6ysO4Pb5D9MDqOVyUkytG50nGNQhu/cA7WJ0/Gt0B6b1TeX+M9ux5d6RXNE3FaNGgVImMKVXCtNmbmoWHgEqrW5u/nYb53RKQClvSWNUyATSow9/f4Xs2D7mPkshFd+ObhYeAQKuWmrmXYOnctNhr/W7G6lb/gC2XZ8GhUcA0Y99z+fULr0Hf4QCNhISpzpN4uOpXnAGIFlnRCHI2HMMRWdKGl3YPH4yT6NK1xDcdEoyqiXxUeKUQa2QIZe1bn2QFMGTtdbu5bLPNlHa6OK+/gpkCyeGFK/x28sQF03h7l5+1AoZB2rtjH9/LSsL6ph7RQ62+ZfhOSg8Aoh+N64tL6M78AFD0/W8eWF3pvVN5aVJ3dj+jzMZlBGFTCYglwkY1a3HBKSdZpHUEhKnChaXl8fm5fLJhpLmtGt/QOTbbeV8sLaIe0a0WM08OSoB78o78e7/rsUrPuDDl/sRHUtf5s4zEtArFZRZgmvfqb3iyan6BOvmlw/xqBXxFs0jbsMNPDwsivM+WEteTcua6Ne8au6YtaNZeATYUNzIqLdXUVzvPLFvxmE40vM2UYp6lJD42/OXio+dO3emS5cudOnShenTp1NRUcENN9xAnz59mo83/de1a9e/cmh/S8osLmrsXraWWSKef/W3fMot4enMh6JSyLhzeHar568ZkM4Xm1uiDpRygfRoLbN2lPPypG786+wO9EwxYTwYmSiTCfy6txqHJ7Lo+cbKfFTylo+tTCZw46CsVu9//5ntjrngg7NgXsQq2AB1Kx/B76yNeA7A76jCvvebiOcc+2YRcEhRvxKnH0W2enRyJUblqT/BVMjkpOhM7G2sPnLj37G7MljpOiPq9KtAm2RUUyCJjxKnCAkGNZf0jOwzbFDL6fE7D2mnx8+LS/fjD4g4vV5U+TPDi9YAIKLY+V/MCg+5VXby6xyYNAoS5bX4arZEvJ972+voA7XcMiSbGVP7cveIHNrF6VEcnNMkGVXcOiQr4rVymcDYjqd+IS8JiVORSqubL7dEjqCeu6eKodkxzX+Pz5bhLpwXsa0vbyZXd1cTb1A1r69u66MlsOvtiO29VRsZGOdEIZPx9K95bC+zsLPCwsOtREhXWN1sLG34A6/s+JJgUHFhj8getEa1gq6SXYuExN+evzTt+rbbbpMKy5xEeP2Bw0aw2D1+bB5fq+eb6Bhv4LkJXfjnL7tDjl/ZLw2vP9BczU0ll/G/S3ry6vID7Kmy0S3JxPzcKt6b0ou0gxXQ3L4Aa4oaWr3X1jILNo8Ps7YljTo7RsubF/bg9lnbEcWWtpf1SWF8l/Dq0UeLq/S3Vs95a3Yg+lrfXQy4GwCx1fN+Vz1HTgSXkDi1KLDVk6QznTbP+VS9mT3HUPF6T5UNlVxoLtByOpFkVHOgVhIfJU4NDGoFz03oyq4qK9vKrM3HdSo5c64fRKo59Dtq8/jYUNIAQI5JwF+5ttW+fTVbCHhtbD7Yb6d4PZ76fa22F30ORI+11fNKuZw7hmWzpqiOZfvrDjku8O1V/Ukzn37PEwmJU4EGl5dA61N67B4/MgEUMhkaX13rs3/RT6rWzc3zWyKp9YLzsOsJwVZIjC6WzaWN/LK7knZx+sOu3dYU1jO5e9sUdjSolbxwXld2V9rYUdHyrNOr5My5Ifx5KyEh8ffjLxUf77jjjqNuW1FRcQJHIgHBlOVkU+sRSgqZgE4pP2I/UVol0wdnMrl7EssOGi+PzInF5QuKm4+M7kCcXkVOnI7XfstnUV4NQ7NiqLS6mZ9bzf0/7eJ/l/TEqFailMvokmBo1UcyK0aHRhE6JpNGydX90xjbKZ5l+2uxuX2c2S6OVLOGWL0qYj9HgzptJO7ytfisRWHnFKYskB+miM0RiqvIVJIPosTpR4G1jgTN6VMEIV0Xxfqa4j983e4qG+lR2sOmH52qJJs0LM+vO3JDCYmThIxoLfNvPIN9NQ7WFzeQHqWhX1oUaWZNc9RhE1qlnOHZsTi9AQotAfwJHYDgRqTCnAOCHF/jARD9KExZCAotHeKCqZWF9U6UpvTWByJTIFMe3oohxazhyyv6UdTgYmV+HQkGFWdkRpNi0qA5ivmYhITE8edwdggA2dFanj+vK/3SzCQYy6k1twNBFrRrEEOL0Vj8GtYUtmxqegUNClM2glyF15IPgNKUjehzBtcfumQaXQ66JRmptLlJNAYjJ6tb8VZs6+jCjGgd8286g/21dtYVNZAZrW31eSshIfH3o80KznTp0oWvvvqKnj17hp3bsGEDN954I5s3b26Dkf19SDKpSTKqSTNrKGkM992c2ieVfTV2KqxusmN0JB/G29GkUWLSKOkY3yI87KiwcMM3W8iJ0WN1+0KiZW48I4NH5gbTBr7ZWsaT53TGqFYilwncMCiDV387EHGX8fExHZsFRb+rDr+jCm/9XnyWQlLienBllw4oja1XUHd4PVQ4rayrKcLmdXNGQhYpOhMx6pYFgd9Zg89WhoCIqe89KM1ZWLa9g7NgfnMb86CH8FkKceT9gDKmE8roDigMLcUl5Np41ClDcZetDBuDOmkgcl0wfSrgc+G3l+Ou3EjA3YA6aSAKQwpybRy1LjsVTiurqwowKNUMjMsgSWtEpzx2QVVC4kSSb6ujgymurYdx3EjTm/m2cBtuvw+1/Oh/LndXWkk/Tf3Zko1qLC4f9Q4P0TrpWSRx8uKzleNrPICndidGUxYDY7swJCu71chsv6sehb2CJ9uv575MOe6ovshUN2DAjb7TFLx1uxEDPlRxPXAWLUKXcx5ytZk+qXKitUqqbB5sivbIjen4reGbFtru01EqVDhLluGty0UZ1R5ldEcUxrSQdolGDYlGDQPSo8LG53dU4i5bBXINmuRByHWJf6uq12WORvZbatnVUEmOMYbOUYmk66NOyL28fh+lDgtb6kqpdNroH5dGuj6aBO3f5/2WCBKvV3Nmu1iW7g+3W+qXZibRqOas9rE4nY0gU2DqNR3R70EV1x1HwTysW4Np1ZqM0RR4Wj4/z5ydSucELb4B9xNwVKNOHYag1OEq/BVBqUMZ3ZmAIY17zqilW0Ya98zewdYyC9MHZ/LkwrywsehUcobnxJ64N+IoSTZpSDZpGJZ9YsciiiLF9gZ2NVRSaKunR3QS2cZYknVHH+AhiiIl9gZ2NVRRYKuj+8E+Uv5AHxISEkfPXyo+fvjhhzgcQQFKFEW++eYbli9fHtZu8+bNqFTSouZEo5TL6Zpg5PNpfbnmyy0hYfyjO8QxuUcykz5cj8cfoHuSkZ+uH0hm9NEXUMiJ0fHhlN5c8+UW7Ac9HJVygfvPbM/eajulBwXPgEhIendWtI7vrxnAFTM3YXMHr1PIBJ4Y25FBmcEKtD57Fd663VTPvQK/o2UHUWHOIemCX1BGtQsbj9Xj5oei7Vy/4mv8h+xEXtGuH88POI9ErRGfvYLaxXfg2D+75UKZkthRryLINTgO/ISp7z0E3BbKvxzW3ERuTCf5wrkoozsG/9bGEn/Ox1T9NAVPdYuIrorvRfz4z5Fr4wh4nTgLF1A1ZyoEWory6NpNQhz1Dv/ctJAZ+ze23EOQ8eGwKZyf0QOj6tT31JM4vRBFkSJbA8MSW/eAPdVI00cREEUOWGvpEpV41NftrrRxbudjt3w4mWnahDpQ56CfJD5KnKR4Gwuo/GEi3vrc5mMyTSxJF81HFdcjTID0O6qpX/0E1u3vASAHdIIM8yW/4Y3rTuXsyRxqpWLsOR3B1B4IznXm3TSIyR+t54ofyvnp4h+x/HIhvoNRTADq9hcT3ftmKr87G5+loPm4XJ8cHFNM58O+Hp+jmoa1T2Pd+lbLQUFGzJmvYOh8+d+iAna+tZZzFrzHPktN87F4jYFfz7mZ7tHHN83U6/exsqqA8xZ+gNPfMj8bkZjDZ2dOI1V3+r/fEi3E6lV8dFlvLvl0AxuKW7zgeyQH11CXfbaJCe1UTDP8SuXP/ybkWdHrFqIH/xt7/i/Enf0uciGBawZY6BMvcnVyLpWfXx+yBtBmj8fQcQrV868Jrj/OfIV7s+XsUcdQZfNQZavlir5pTOubyszNpc12U3F6FT9dN5D0v0lqsyiKbK0rY8z8d6lzt6xfu5gT+WXM9WQaYw5zdQvb68sZM+9datwtBX06meOZM+ZGso6yDwkJiaNHEEXxMC4Wx5d33nmHV155JXhjQSDSrWUyGUajkVtuuYVrrrnmrxraH2L06NEALFq0qI1HcnxodHqosnmosLppcHpRyAQ2lDSyMLcao0ZBXo2dfTV2JnVL5NPL+2DSHL1bodfvp8rmYU+VjeIGF/EGFd9sKaXU4kYhE1hX1IDN42P3A6PIidWHXFfW6Kaw3onb56ddnJ5Egxq9WoHo9+EqX0XNghtCJvFNqJMHkzjpe+Ta0B23nfUV9PzhxYjjfH/oFK7p0B/Lplep++3B8AaCjJSpaxHkWmy7P6dx/bNhTVRxPUm8cA4KXYvo4HNU4bdX4LeXI9cnIdcnN5/31udR8mmPsJQMVXxv5vd5gRvX/hQ+DAS2Tr6PbtGRDZ0lTn1O1edLndtB/MzHeKz3GEYmhYv/pyI1LjuXLp3BrNHXMimj21FdU+fwEPfYfB49uwOj2p8+UaBNWFxeJn+8ga+u7MclvVLaejgSf4BT9dnyR/G76qmaMxVXUfjrlOtTSLlsRVi0oS33G6rnTgs5JqiMxI/9gKqfp0S8j/ncb4npNAmAQCBAQb2T0kYXoijSM9qJzFmBz1GNypyJQm2i9pdL8FRtCutHEdWB5EsWodC3/rtuz/uBql8ijyNl6lrUCX1avfZ0oM5l56LFn7C88kDYuXR9FCsn3EGq/vgJgvnWOrrPeh6XP9z3/M6uw3mu/3jUh7He+Tvyd3i+VNncVFjclFqcJBuD1k73/7SThXtrWDtVhXz+ORGvSzx/djDr6eC6xOL0orbvpezzfmFrAICogQ/jKl2Oq3QFCDISz/+BWruHR7amUWZxs6awjhvPyOTS3ik0OH2YNQrSorSkmjTITkO7l0iU2BsY+NOrVDrDfXTHpXbiizOvwKw6fAZKib2BwT+/RpkjvPDqWcnt+XrUVUSrjz7oRkJC4sj8pZGP06dPZ/r06UCw8vXXX38dMe1a4sRQ0uBkQ0kD8/dUkxWjZXL3ZNKjNJi1KsxaFR3iDazIr+WphXncNSIHrz9ASaOLcZ3iSYvS8sDPu6iyeY4oPnr8forrXfy0q5LdlVb6pJnpm2qmS4KevdV2JvdI4de91Xj8Aa7qn06URkGSUU1po4ttZY38tLuSFKOGi3sl0yfNHOa14ndUEnA3RhQeAdzlq/E7q8PEx4/z1rc65ue3L+GcpEy8G1+K3EAM4CxYgL7DRRGFRwBPzTYCjmo4RHxU6BKCYmN8+Ofcvm92xEmHq8v1PL97deRhIPJx3npeGDix1dciIdEWFNrqAUg8jTwfY9U6tHIleX+g4nVulQ2AjNM07dqkUWJUK9hfaz9yYwmJv5BAQKSowYneVR5ReATw28vw2UpDxEe/o5rG9f8Ja6vLPg/73m9bvZ9rywvUxA/irQ0NVNjcTOqaRM9kEynNkUct/o+e2l0RhUcAX0NecO5wUHwsbXSxrdzCT7sqSDZqmN7XiGf9c62Oo27TW9j7voBZpyXecHpmRVS77RGFR4BiewPlTstxFR9XVxVEFB4B3t+7lnu6jSDDEH3c7idxcuPw+ChpdDFrezmF9U7O7hhHo8uHLxDg663l3DIwEW3ei0R2YYTGjS8jnvkZry3ejd3j4/ahWcTv/zbiGgDAuvMjos74V1B8FAM4i5ag9bt5cvSDzNxh5fZh2WworidOr+aMzL9ndF6hrT6i8AiwoHQvVS7bUYiPjRGFR4DF5fuodtkl8VFC4jjTZp6Pe/bsaf5/t9uN1WrFbDajVEo7iSeC/DoHo99ZRUFdS0W1R+bu4asr+zG+SyLag0bmLo+fK/qlMfmjdXj9LZGpiUY1H1/WG68/8g9lEz5/gFX59Zzz3lo8TW3XQrxBxexrB7Cnysazi1uqQb6/tojzOifQKcHAeR+sY8/BhTvAY/NzeX9KL6b0SsFwiAApin4C7pa0h0iI3tBKcP5AgHxbuFdLExVOKz4R/I7IhW4AfI35iIekRkQi4Dv6KrCHpmSF9KGJocIZXuSmiXxbLf5AALlMMm6WOHloEh8TtG1rdn48EQSBVL2ZfdaaIzc+SG61HQFO66qOySap4rXEycfWcguj3l7Fiqlm9Idp53eGzgXEgBefI7zIoUwThbd2Z+v92Cspb7DyxIK9ALyzqpDuSUZ+uWFQmOfr4arZAgQ8wQVwUb2D8e+vZVdly1woR5vM8EPsZcKwF/Pmb3lUu+X8d2I3Eo2nnwDp8LUm6wSpdx/+/f2jFNvrDzsWT8B/XO8ncfLi9PqZt6eaKTM2NHvRv7O6kKwYLT9cOxCDWk6iHgRrWat9+O0V/Li1kOeXBJ8zCQY108XWi9n57RXI1C3itt9RiUxlZOneMnokp3H37B1M6paEWdNmy/g2p8bV+gaoiIjLF3nz4FAOTdeOxKGWCxISEseHNlUvlixZwiWXXEKfPn0YPnw4ffr04eqrr2bTpsi7wxJ/nEBApMbuZta2cmrtoQ/RgAiXf7aJcktLsZm0KC3PLsrjmv7p3Dw4k47xwSl8pdXNUwvzjlj9uszi5oKP17cIj0CaWcP53ZJYnFdDRnT4LlRGjJbnFu8LER6buPGbrZRZQovhyBQaFIbW/X0EuRqZJnQnUC6TcW5al1avOSM+E4NCiSqxX6tttJljEBQaEFr52ghy5Jqj34HUZpwd8biyZitnxLVeMfPctC5hwqPb58XmdUe0MpCQ+CsostWjlsmJPsJO86lGitYU4jF2JPZU2UgyqU/ryrRJRrUU+ShxUlFucXHxJxuwuHxYAnoEZevyo9Ic6ksrUxnRJA8Ja+et3Y06cUDr/SQPpcbTIvSZNAr6pejYlF+K2+fD6w9gdXvxB8TgnETW2ua6gFyfiMvr5z9L9oUIjwDryv3IEsPH14Q74Uw2VbqZuamU9UWti2anMtGqYBR6a2QYoo7r/QYnZAFgVmm4ol1fbuk8pNnPONsQg14h+d2eqgQCIla3F4/v8MEUTd/fOoebaTM3hRXBLKhz8u/5udwwKIMN5T68CSNa7UtMHMq6ihbBeun+GlRpo1ptr04agLdud8vfif3wyk2sKPFx7487uXdEDq8sP/C3/h1uf5jihkalGpMquAEcEANYvW48ESKZsw/j6ahXqDArT99NZAmJtqLNxMe5c+dy66234vP5uP3223niiSeYPn06DQ0NXHXVVWzYsKGthnZaIIoi+bUOnl+6j0s+3cj6kgY+uqw3dw4LnXT7AiJrixqa//b4A9w9IofiRhf7a+zcNiSLTy/vg1GtYGVBHU7v4Xd78+vsNLqCD3iVXMZbF/bg8bEdKW10sWR/LWqFjJnT+hKlVaKUC7xxQXeuGZDBjI0lrbwOmLcnNBpRrktApo5F125yxGtMfe9GHsE76eyUjiRESAmVCQJP9TuXaH0MMSOej9in3JiOKr4nck0shu7XR75vz5uR646+KIU6qT+KCJW5hV0f8FSfMcgiVORM0Bg4O6Vj8981LjsrKg5wxfKZnP/rh7y1e2VzBJqExF9Jga2ORK2x1UqypyqpOvMfFB+tpJtPLwH296SYNOyvkSIfJU4eqmzu5qJ5r2xwIPS4L2I7Xc5E5IdYoxTVO/hkSx3+ng+CLDSKyFWyDG3GaGSRirnIlHi73oVXCIqPT5yZyPor9Dxlfp2B+6dj2/Qy5WV7ueP77Ty5MJd6MQpTr9sijsnQ9Upk2niqbR4+WhceDfXh5lrcXe+NKF7K1FFYkybw24Hg7/5/lx/A4jr9onWStEb+0f3MiOcuzuoZcW73Z+hgiuc//Sfw3tApuPw+djVUMjwxh5/HXM/bQy76Q9V0JU4eCuocvLR8P5M+XM81X25mbWE99Y7QqFq728fOCit3/bCDSR+u56Vl+cy6ZgCj2odXbp69s4KLeiQzJ7cWR8ZlCMrwz6EgV+PqcDNfbmuJuN5Q3IgqaSByY+RAA3Pfe7Du+BAAuSEVhTEdR/rFfL61hn01dlIPzjHeXFmA7wgZaacriVoj56ZFLtT1SM+zSdEYybfW8sL2pZz/64dcv/Jr1lcX03BItGOCxtCqn/c/e5wlVbyWkDgBtFm89ltvvcW4ceOaC9A0cfvtt3PHHXfw3//+ly+++KJtBncasLvSxrA3V9LgbJmEfrWljMfGdOTKfmkhYl/TD2+5xcV9P+1iUV7LQvvXvBr6pJp5b0ovLpuxkUqbhxSzt1XfR6u7RZx8aVJXfthRwYK9LX5pi/Jq6J5k5IMpvShtdPHL7ioSjGrch9mBrLGHp9soo3KIGvw4ckMStp2fIvocyNRRmPvdh7H7tcgU4btVmYZolo2/jTvXzGJhWTBNqrM5gTcHX0QXc3Axoo7vReL5P1K79B58jfsBAW3WOEx9bqd6wfUknPMp0Wc8hlyXgGXza4geK4LKiLnP3Rh73oRMdfQTYIUxnaSLF1K79D6c+b8AIgpzO2JHvUKcOZ6F46Zz2+rv2NMYFF/HpHTktTMuIPOgz1Cd285z2xbz8s5lzX0urdjPc9sXs2z8beQYwydKEhIniiJ7w2mVct1Eit5Esb0Rl8+LRnFkW5A9VTa6J51+78OhpJg0lDQ68fgCqBSS/YNE23NoFNO3O2oY334CowZqYdsLBFx1CAotxm7XYR7wQLMfdEGdg1Fvr6Kw3snq2/qTcs4chLX3NKdaq9NG4tVlopqwgMDqe/GUrwRAFd+LwKCXKfUnI5cJ3DEojqvMixHnPdbs+eYqWY5M/SIPj5nLkE8LmL+niu8vvwO5YETc+RoBdyOCUo+sy3T83W9BVBjxiy5cEeZCdo+fuxY5+GjSfNwr7sJbsx0AZcoInH3/w9QfWuZsjU5viGXO6YJGoeTWLkMxqtQ8u3UR9R4nOoWK6Z3O4N7uZx53XzadQonT72PKkk+bjy2r2E+sWsfy8ZFFZImTm9wqG8PeWEntIWLjl1vKeOqcTtw2NBuzVonXH2BhXjUXf9KSYr1sfy1vrixgxtQ+VFrdIZHJwTYCj4/txF2/VvP2uHmoN/4Db/kaAFQJfRDOeIXr5jaGZITNviyNxvX/IfH82dSveBhnwXya1gBRgx/Dvv9H/LYytJljMfe/n3q/nhJvEi5fcO3mDQT7qnN48QVEFKdvokWrxGn0/G/IJTy3fTEf7F2Ly+8jVq3j0d5juDynL3m2Gob/8iYNnhZLhpn7N/HfgZO4vsMgjCo1sRo9bw2+iCxDNO/lrsXp9xKj1vGvXmcztV1fVPK/b1q7hMSJos2+VUVFRTz4YISqwsCUKVO44447/uIRnT7UOzzc9v22EOGxiSd/3cvP1w/is00lNGXoDskKhp2vLawPER6b2FzaSF61jXGd4imod5BkVDeLj06PjwaXD5VcIEanolO8nucmdKGkwUWsXhUiPDaxo8JKXrWdtCgtc/dUMSQrmv7pZjYUN5JsUjOtbxpJxqCn2MzNpYzrlBDWh0xtQq3uhmzgI5h63Ybo9yBTGVAY0hEO82PR0RzPl6OupNblwCf6iVJqSdS1CAUylRFFVHsSJn4NgQBiwIurZClVv0xF9Fho3PoWMUOeJHrgwxi7XYvocyAodCj0yQjHUPlQac4m/pyPCbhqEP0+ZGpTc8XLM5NNLD7nFhq8ThSCnFiNjqhDUlpL7I0hwmMTZQ4L/7dlAW8NvgjdcUoN8gX81LgcyASI1xhOSHSb3evG4nWjkSskg+dTkEJbHUmnofiYqjMjIpJvq6NL1OEjm73+AAdqHZzbOfyZdTqRYtYQEKGg3kHH+NOnwJDEyUm1zY0vIBKjU6JuZZUdb1CjUciaxbvrfihhcrehPDV2AtFKL0a9Hp0ppXlj0u3z8+LS/RTWOzmrfRzf76zn++1+Hhn2AT37iYiCjAa/AWuFgenfHeD+IS8wqqccxACbqgWe+bqOGwdZGNUuhoeHmHF883jYmALuenRbHuGuQf9HWnwiA97ZQ//U0dw9dCImhRe7X8kbG50sWrqLzffEE63y8tPlmeTWealwyOgW7afBA+9ttjJnbwMF5wyj9wVzqaqrotLm5ddCP//9rIZqW4uYckGPZKJOUx+4BK2Bu7sO55KsXjh9XjQKBUla4wmpOl3usPLE5vl0NMUzJbs3JpWa7XXlfFOwlQc2/MKMEVNx+j04fF5MSg1xmsO5jEq0NY1OL/f+uDNEeOybamZy9yRUChn1Tg9mrZIyi4urv9gSlmLt8Qd44OddPDy6Azd/u635eMd4PZtLG1l+oJZXJvcgIJehHfM1NVXl+AMB8ixKbFVmluYHr8mJ1fHYiHh6m+rxlgtU/nQpMUMeJ3rIvxHFADKFjgAyxNh+aPo9jMUj8lWBiyeW1XDjIBP9083sqrQhPzgHn9I75bS2eDkSKXozz/c/j3u7j8Tt86FTKEnRmbF4Xdy+elaI8NjEP9b9xHnpXTGq1PgDAWSCwIM9zuK+biOx+7zoFSqSdUbksuPzvta67HgCfqJUGrSSXYOERNuJj+3atWP79u0MGzYs7Fx+fj5paWkRrpI4GuqcXpYdqIt4ThRhR7mF9rF68mrsTOiSQJpZQ2mDk7dWFbTa5zdby3l5UlcemZeLy+MnJ0bH/jo7zy/Zz4biBl6Y2JWtZRY+Xl/MdQPTubxPSkhhmd9T63CzpjCYJvTu6kJemdydtYX19Ewx8d6aIgrqHXRPMjJzWl+yY1tPYVTqE0F/9KnOAFEqbYiI14Tf3YC3YT+iz4lt1wxcxUuQqUwYul9L7JkvU7PoFmw7P8Hc5w4UhlSUpvCU6WNBrjYhV0cO7U/UGUkksqDzfcH2Vvv88sAWnuxzLjrDn/+hK7TV8X7uWr7M34JKJufmToO5KKvncass6fR52Wep4amtC1lXXUya3sy/ep1N/7h0YqUJ/SlDoa2eXjEpbT2M405T2s1+a+0RxccDtQ58ATGs2MTpRqopKODsq7FL4qPECaPC4mLh3mpeWn6ABqeX87omctfwHHJidMhkoRtgSUY1j4/tyENzgsUML+qZzNX90/nn0kK2lVvIitby6BgjfVJlxOhUVNs8fLoxmOI8oUsCr6/Mp6DOyXWzW1LybhyUQXFjHVU2D/cvKA8b32ebShjTMQ5XyTIgcrSht2QR54x9lhJ/UNj40eLix92hBW/GtjcT5T2AdfUL9CxfQR99IoYe0yHgxrrtPc4bdRslmgGkR2lR6qPxug2c+8FvIaIjQJxexZX90pDLT99oZLlM/pdUmV5cnsdrZ1yAAHyct55ql52hiVn8MPpantyykAJrHXev/YECWz09opN4uNfZtDfFSSLkSUqd08u83GAWkUYh470pvShpcPL5plJsHh9F9U7uHpFDhdWN1R25UElhvTOkmrwgwIsTu7Kl1II/IKJTyqmwuin0yBn7fkt22ddX9SMnVsfDQ2M407QfzZ7HsO6pRJ00kLhRL9G48WVkKgPG7tfRuP0DPNVbkRvTcHa5j58rk7lnXvDZ8/XWMm4dkkWZxcWnG0rIitFyVvvWfQ//LmgUSrIMod6NdW4Hyyr2R2wvIrKyMh+dXMnHeetRyeWk6qL4X+5qCmz19I1N5dHeY+hgikOvPPbiXVVOKysq8/nP9iVUOW2MSm7HAz1G0c4Yi1KKqJT4G9Nmn/4mj0eASZMmkZCQQENDA4sXL+a1117jiSeeoKyspXJYSsrpt6g9UQR+v2X3Ozz+APEGFdcNTOeq/um4fAE+WV+E9zDXeQMB6p1e1hTWc2nvFA7U2en70nJcvgCfTe3Dgz/vZlu5hWl9U6l3ePl4ffFhK2MHAM/BtIGSRhd7qqzE6lVcOXNzc5uieidz91Qx+9qBJHfRnFAvuYDfjePAz8h1Cc1Rjk3ULb0HTcbZxAx7hvrV/25tjfGX4g8EDlv90RcIIB6HgRZY6xg+5w3KHC3vxz3rZjNj/wZ+GH3dcREg11QXMm7+//CLwc9Dkb2e8Qvf59FeY7ivx0iMkuHzSY/d66bW7SBRc/pFPsaq9ahlcvYfhe9jbnUwHSv9NK50DRBvUKGSC+yr+fua3UucWKpsbm76Zis/727xfH5zZQGfbihh7V3D6ZwQKnprlHJuGJRJdoyezzeVcF7XRCZ/tK45gqmo3smYd9fwnwlduGVIFiI0pyfLZULEVOXg8dbnMV6/yLZyK+fK/LhabQUqOQRaKbyaEa3lrVECNV8NAn/wN91nLcJdsR5D16vRpI/Es+IGOne4mLicVwENWTE6Vt4+jCcX7OWrrWWIiFzWK5VHx3YkK0bKGjgedDDF81HeOr7K39J8rOhAPbMKt/PVmVdR6mhgeeWB4HF7PXNK9vDVqCs5P6MrCpkkLJxsiKLYnO310qRu/G9NIb8dEqTxxsoCvt1WxmdTWy86ebAnAAakR/GPM9vxxeYyBmdG8/GlvdlU1sijc3N5dGzHkCvumLWDZdd3w7DnRdxL38R98LjPWoR9/2wSJ/9EwFlD5Y8XwsF5sM9ahKxsFZP7/Iu8AWN4a30NXr/IkMxoFubVkGJW88r5Q077jc5jJXCE4ptOv5frVnxFnEZPtjGGB5d/3nyuyF7Pj8U7+ens6xmX2umY1p51bjuPbZrPe3vXNB/7ZN8Gvszfworxt9M3Tgqwkvj70mbbo1OmTKGuro5XX32Vs88+m549ezJixAgef/xxbDYb999/P6NHj27+T+LoidIq6Z3SuknupG5JfH1lP/5xZnuSTRoW5dXw9bZyJnRpPVVwYtck3lpVCMCInFimf7sNly9A5wQDNXYP28qD4tRlfVJ5ful+lu6vZfxhUg+TDGqu6Jva/HePZBOPztsT1k4U4eZvt1LaeLip/Z/Hb6/AXbER67b3QoTHJlxFvyLXJWHociUy7dFXtD5RlDstnJGQ2er5CWldIkZ3/hG8fj/v5a4JER6b2FRbyprqwj/VP0C5w8LNK79pFh4P5eltv1LpDK+ALnHyUWRvACBRe/pFwckEgWSdmf3W2iO2za2yoVPKidOf3qk1MkEgxaRhX61UdEbixLC/xh4iPDZhdft4dN4erO5wW5lYvYopvVN4+fxu/GvunrDUSYBH5u6hyuYmRqvkwh5Bi5Ol+2s5r2t4VPOyA7VM6NJ6tPN5XRL5cUc52rTWq9yqEvvhlhnx+ANEa8PTgx8eGo16w33NwuOh2HZ9gjZ9FMgUOPK+xWctaj7XPk7P2xf3IO+hs9j30GjevrgH7eOkqLvjRbRaGyI8NuHy+/jP9sVAqCAhInLnmlkU2hr+kvFJ/DHMGiWDs6JJMKjQqeQhwmMTFVYPSrmAuhUf43iDilSThi+v7Md5XRO578edfLG5lH/O2U2lzU1ulY2dlVbUchmaQ/qosXsQXZW4d7wZ3mnAS8BZTf3KR5qFx5DTW55het/g93pi10Q+3lDMxT2T+e/EbmRKGw2tEqXW0vswmTi9Y1JZUr6Py3P68Py2JWHnA6LITSu/ibj+ORrKHNYQ4bEJt9/HHWtmUeuSNm4l/r602fbcM888c9pVRT1ZiDeoeefinox4c1WIwTHA7UOzSDNriNYFF8cWl4+P1hezvdxKRrSObklGdlZYQ67JiNYyPCeG55fs44p+abh9gea07pHtYvl5VyUQFD0rLC78AZG8GjvROhW9UkxsLQt9eKeYNFzUM4XdVVb6pprJrbZR72jdJL3c4qbW4SHtBO7w+e0VaFIGUz3/2lbbOIsWET34CWSKtt9prHHZOWCtY3xaF+aU7A45Z1CoeaLvOEyqPxd9Veu282WEyXcTH+xdy/i0LmiPoghHazR4nK2KOgFRZFtdGe1NUlrJyU6T+Hi8K46eLCTrjOy3HIX4WG0nLerERmmfLKSYNOyrkTYHJE4M32wLT3Nu4ocdFbw0qRtGdeTfHrvH3+qGpS8gkldtJydWz+NjOzF3TzU/7ark5+sHMntHBRVWd3Pb3ZU22sfp6JlsZFt56Lwozazh7I5xPPRLNdsa4sjsdB2B3A9D2ghyNe5+L1LrN/C/1ft47YLuIdkdAP0SBTxbtrT6Wj1VW1Ca2+Ot34PjwM+oE1sis3QqBTqVFGV3IlhWHjllE2BVVQE+0R92vMJppdbtoN2JHJjEMRGrV/HGBT14fvE+Fkbwom/indUFPH1uZ/7x066Q44IAT5/Tmbtm72y2jGrC4fHjC4j8vCu4WfLhuiIeG9ORh+cGAypyYnTIa9a3ek9BpsJnaWUzXwygtubSJzWBEe1imfjBOm4flv239nk8GuI1Bt4ZcjEj5ryJJxD6Xb2t81BWVB5Ap1BR5bThiyD6ApQ6GqlzO44pw2tpeeu2Y2uqC2nwOCVbKYm/LW02a7nwwgvb6tZ/C3qnmNh87wieW7SP5fm1JBrVPDy6A4Mzo5uFRwCZIKKUBxfKt3y7jQ8u7c3G4ga+3VaOXxS5oHsSl/ZO4dF5e3jzwh74/AHKLC4EIRiV6A+IKA/6CwVEEbmsZbfv9lnb+WBKb3ZUWPh6axkeX4BLe6dy46AMkk0aHpm7m3+Obs/eKhvaI/yQyk/0Yl4IGskLMgViIDyiAkCmMiE/WAymrREEgUc2zuHtIRcxOqUDM/ZtoN7jZFRSey7P6YNwHFKuBUFAKWs9OFolk//p0GmBw/+7qo6T4bPEiaXQVo8M4bT1u0rRmthaV3bEdrlVVtJO85TrJlLMGraUNrb1MCROU1qLPgJQyA7/yyE7wnShac7TPlbP+ruG8/qKAzyzKI/Pp/Vl7u5Kvt9RgUYh49LeqfgCIq9N7s7GUgvvrSnE6w8wuXsSl/RK4eJPNmDUKFhRGqDQNJ0hI0eh2fMqAWc1JA7D3flObplv5aExMl69oAepZg1r7hzG/y3Yy45KKx3j9OTEGmg43GDlSsQmoUt+7P5jEn8MzWE2VQUEfIHIgsUJn6tKHDPdE428OLErjy/IbbXNvD3V3DAok8+n9eW9NYUcqHPQK9nEA6Pa8/aqgjDhsQmZ0PJc+WlXJTmxOn65fiAvLtuP1y+iVmloxXkBhMPPpA1aLc9N6MK1X25FJhx53iwRpFdMCpvOv5fnti3it8p8EjVGHup5Fn3j0rh48ScERBHFYdY4EMzyOBYOt3YREP4WG9QSEq3RplumHo+Hb7/9llWrVlFdXc0zzzzDunXr6NatGz179mzLoZ3yqBRyuiQaefviHlhcPlSKoMn679GrFFwzIJ1FeTXUO71c+PF6hmXHcFX/NOQygXaxOtQKGWM7JvDy8gPsq7Hz3/O68v3V/fEGRDQKGTqlnKX7a7G4fERrlc0VJy0uH5d8uoHBmdFc0TeNGK2Si3omE3fQsPmaARmM+98aBmVE8cr58ehUchye8N3kdrE6Yk9wGqNCn4h1x4foO1yEbfdnEdsYOk9t9QfDZ68g4LYgyBTItLHI1Ue/U2bxuKhx2/H6/ZhUGpJ1rafMNxGv1pOsM3Hjym/oFpXERVk90StUbKotYeqyz9kw6e6jvn+r99DouaHjIB7c8EvE87d0Hor6T0Q9AsSqdfSKSYko7ChlcrpFnxxir8ThKbbVE6/RozhNxeIUnZkfi3fhDwRCNlh+T261/bD2FacTqSYNP+yowOcPoDiNC1xItA1TeqXwn1aK1l3RN43YCPOZJmJ1KjrG69lbHZ7aplXKyYkNbpLElG7sAAEAAElEQVTIZALt4vQ8MbYja4oaWZlfh9MX4OYzMvH+P3tnGR7Vtbbhe9wlE3cFAsHdHUqL1qkbPXWXU/t62nPqdlpO3d2FUtpCcXd3CCHuOhnX78dAyDCTQIuVZN/X1atkrS1rktl7r/2s931er5/Zu8r517y9/HxdP+4els6YrCjm7q1kxcEaysxOihsciMzQM1HP5A/3kBkZzT96zSRaBavLvHz2fhnD0iPIjtHi8vqpsjiJ0yn48sreWF1e1DIJMm8D8sThuEqWhfkkIuSROXjqA78HTcbkoF6vvQafI5CFIlZGIFEJWQIni7EJHVrsOyexE8srDoa0Z+giMSmEVNi/KzKpmESjihv6p/DhuqKQ/gS9kpnnd8Xr86ORSbh3RAZljQ76JUWwq6KRRbnhfZ9Nahl+AkWulhwIZEi8tvwg5WYnNw9MpbDegTgmIiAyhkutdluRRebgrtkZ0ieSKGhUZjDhzbX4/TA1J45I9ZF5t8dShs9lRiSWI1FHIZa3Pd/tv4pcIqWzMZa3Bl+E2eVALpE2XZ83Zw/mhhXfoJcpUUlk2L2hQScd9dEoJVL21leilSlIUOuPWzQcGZ/VYt/4hI5EyoX7hED75Yy9MdTW1nLhhRfy9NNPU1BQwLZt23A4HCxdupSrrrqKzZs3H/sgAsdELZcSp1eGFR4hkHatkkoYmRnZ1LbiYC2P/r6Hb7eUIpeIaXR6uGf2TnKrrdw1LB2lXMztP+3gkk83csHHG3h3TSFzbxxAhErGO2sKeHFyF5rfn1cX1PHUgv30TjI0CY8A3eN1TOsay9rCeh6bu4eXJgXvB4GqdK9NC0wGTiUSTTyarKlosi9DoksO6dd1vxlpmOrWPpcFe8ECyr4bTcmnXSn+uDNVv1+Fu77llJ3m5DXWcOWyL+n4/XN0+ekFhv/2BnOL99Docra6X4LGwOfDL0culrCzvpx/b/mDf26Yw3f5W3l/yMXEq058AiIWiZme0YtuEfEhfZOTu9Az8sSLQEWrtHww9FI00tDv59uDLiTuJHwOgVNPgbWOmDb8t4pX63H7vBTb6lvcps7motrqajcG8ElGJR6fn/w6+5keikAbJMWo4o4haSHtiQYlj4ztgEre8kJHnF7Jp5f1CsmoEIngg0t6EKcLjiCssQVePL/aUsIbK/P556+7eWzuHtYV1jOxcwwOjw+ry0OcXsHO8kbm7KpkdUEt/xiYit8PP24v4+HRHcittvLg/DKum13Gu+sr0colvDylK88uyqXrS0vo8sISery8lDdX5SMRizCoZKi1URhHvIpYYQz5HMYBj2Ld9x3gR9/3ASTawDPX7/PgrNxC+axJFH+SQ/EnOZTPmoyzcgv+lirbCPwp4lQ6/t1rQkh7pELNU30m8FnuxqB2hUTKh0MvJV0XGbKPwN+LrCgN1/YLnuf3Szby/iU9eGFRLuPfXcO0j9fz5B/7SNKr2FTSwEtLDvDylJym6MbDSMQiPrq0J0kGJSaVjOEZR/7+324rRSmX8P7aQv69vB5x/+dCxiJWGKhWdcUz8A1E0lBBSjRoJo8ursHvD3hOPj+pMzqlDJ/TjDV3NmXfDqfk024Uf9KZqj9uxN2Qf3J+SW0ItVROnFoftDAwLqEjA6NTeXvPKl7oNykkmlQlkfHfAVOZPP9Duvz0AoPmzOS7/K3UO49vvhOn0vFsn/NC2k0KNa8MmIpB0T7miQIC4RD5/ccoCXWKeOihh1i3bh0fffQRiYmJdO3alR9++IGsrCxuuOEGZDIZH3300ZkY2jE5XABn4cKFZ3gkJ47N5eWqLzcyITsWEfDjjnK8Pj9TcmIxKGV8uK6QlyZ3YeDMFeTE6bh5UCq3/LA95Dhd43R8elkvHv19D0PSIhjdIZoP1xWyv9rK0HQT1/RNJi1CFRIhU252sKXUzBsrD9Iv2cj4TjF8tK6QfdVWusXpmNgllmcW7qfM7GTxLYNJPIUpjT63HY+lGJ+9GkfpSuz5fyBWGNH3vA15ZA4SdWhUgaN0DWXfjuDoEtgSTQIJ05cjDSNkHqbIUs+w316n6JBfXnMWn3srw+MyWh2vy+sl31LLh/vWsq66iBxjHDdnDyJda0ItO3mRoiXWBpaV5/HR/nUoJVJu7TyEnqZE4tQnR2zy+nwUWOv4LHcjS8sPkKEzcXvnoWTqI9tlpeuz8f4y8rc3kIslPNJj7JkeyimhyFLPtSu+Zv45NzG6hYiYtQV1DPrfCt65qDsd2kHhh4pGJ5d9sYk5N/TnvFaKcgj8fTjb7i3VFie7Ki3MXH6QOruLi7sncF7nGFIijh014vH6yK+z89H6Qlbl19ExSsNtQ9PJMKnRKoKTfvJrbUz/bAP3jMikzOzk190VKKViLugej9XpZV1hLe9f0hO5VEKlxcmOMjMzVxxkcpc4ko1K3l9byNB0E13jdXy4tohSs4OBqRFc2D2e5xfl8n0Y/8p/js7i8bEdUckl+Hw+HPX5mPd+i79kIRJNIrqu1+Kq2oajbDWGXncgi+iERBUQNtx1uZR80Re/J7jgk0iqIvGKjcgiWo66ETh+ap029pur+N/OFZTZzUxM7sLUlByWlh0gTq3nh/xtHLTU0jUijknJXSi21HNFVh8Ukvbpw3k23V+qLE52lDfy2vI8rC4Pz57XhVFvrcJ6VPaVUipm2W1DGPL6CkZlRnH38Ax+3lnOnkoLWZEaLugeT5cYDakmDUV1dkrNdnZXWvh2axlen59bB6fRLV7HyoO1uOz1nJNoQbbvXXyWYpSpY1FlXcyORiM/bCvh5u5iNMXf4S5dAbpMlF1v5oeDcr7c3sDQdBNX9kmiY3TAV9uW/wcVsyaFfC6pMYv4i+Yj1SaG9AkEU2prYE1lAXsaKhkQncI3eVvIbaxhUHQqYxM78vimuayqzA/a5/vR13B+arfjOn6d08Z+czX/27WcUpuZc5OyuSitB6naCCHtWqBdc8bExwEDBvDII48wdepUvF4vOTk5/PDDD+Tk5LBo0aImcfLvyNn0gD0eFuyrYvy7a0iNUDGuYzQSsYjFudXsq7Ly1ZW9OadTNLf/uJ0h6ZG8uCSX/NrwKz9LbhlMvxQDPn8gndvt9eLw+FDLpEgOmTDV2VxUWV00OgMp2rFaBRqFFIfbS73DzW0/bkMsEhOrVZBXa+OPvZVNFSvn3jiA8Z2CUxq9znq8tir8rkbECgMSdSxi+YkVvfB7Pfh9TvxeLyKpArE0vM+S11FLxc8X4CxbFbY/+tzP0Ha6tMXz/Ji/jYsXfxq2r19UMnPGzTguDz2vz4vN60EpliKTnLq0V6vbhVgkOqECM63h9fmwed0oJVJkbTR993g4G+8v6d8+xZCYdGZ0GnCmh3JKcPm8nPfHe7w95GJmdAz/GT/dUMS1X2/h1xv6H9PDti3g8/uZ+P46np3YmbuHt75QIvD34Gy8twA43V7cPn+QaFhjDcwlrC4PJpWMWJ0ibPEVr8+Pze1BKRW3+nx8dVke987eSU6cjmHpJtxeP7/vqaTU7GDtXUPpFWHH56jB7/MiUUXhVcbh9oFWIcXp8eL2+tDIpeTV2Pjvsjx2lDfy4KhMJn0Qfh6rkIrZ9cAo0iOPCKlerxeX04JUqkQqk+N3W0EsC5qD+Lwu6lY8innza2GPq+91JxFDn0EsObVWNe0Jl9eDy+dFI5Wzz1xFlx9fQCGRMjGpM7EqHfmWWuaV7EUhlrLj/AdI05nO9JDPCGfj/cXhDly7T/6xj1eW5YXd5tbBaVRbnXy7tQypWMSE7BhSjCpKGhwopCL+MyEbi8tLpFpGvE6Bz1aG31ED+JGqo5Fo4hGJxFhdHiQiEXKxF7wuRDI1okN+j85D45i1o5RtRRWUWPwszqtnbIcYdEoJW0vNZMdo+d+0bsg8NZR/Px537a6w442dNgd12vhT9Strc9jcLhCBTCTB4fOQ11hN39mv4gsjj6RrTSyfePtx2WMd5vD9Qy2VIT6Gv6eAQHvgjC3POZ1OjEZj2D6JRILbHb7oh8DJp0eCnhsGpPDB2kLeX1vY1D6taxwjMiMxquQ8dW5ntpeZWxQeIZBePbxZ+rZMIgma7BfW2/nHd1v5Y2+g0pxULOK6fsk8cU4n4vVK7I1Oftpe0eLxl+XVBomPnsZiqhfdjv3gb4EGkQRt9uVEDHkKqTY0Vfh4EUmkiCRSOIbG5nfbcFa0LJDb8ue1Kj7OL93XYt+G6uKwHiThkIgl6E6DWKc5idGU4ZCIxejEgqH+2YbX56PEZiZG1TYrXUPAPDxWpSOvlYrX+6qsxGjl7UJ4hIARe5JRyb4qoeK1wKlFIZPQ/MlwsNbGtV9vZnlewO9QJhFx2+B0HhqdRcxRKdUSsajFqtjNmdY1jtk7y1lyoIad5UcqW78+tSNd2EnpN9fgbQz4xIlV0USNeQt1ymhAi0IqQSENXPcbi+t5c1U+CqmYWlvLz3Cnx0et3UU6R8RHiUSCSn3EL1oUZiHV7zLjKF7S4nEdxUvxu8wg+D+eNOQSKfJD0YwFlkDBEafXw48FwVlAdq+bOpedtNM9QIG/jFImwerysjSv5Wf7srwa3ru4B99vKztU1TrwnpJmUvHBJT3p8+oyLE4v07tF8r9hdqyLZuC1lAAgUccSNe5dlEnD0cgPBxNI4KjFAYVMgsPj4+01RazKP1LU5vNNxU3/rrS4MDvdmHy2FoVHAEfJMkF8/BM0zxSTSSTMLd4TVngEOGipxepx/anjN79/CAgInEHxsVu3bnz55ZeMGDEipO+XX36ha9euZ2BU7ZNorYLnzuvMzQNT+XpLCT6/n+k9E0k1qYk55NGYZlLj8flQySTY3aFFYQBSIlr2sKi0OLn00w2sLaxvavP4/Ly3thCZRMwLkzojFYvQK6WYHQHPIoNSisPjw+kJGDSnNju+115N5dxrcTY3afd7sez+DEQiIke+esIRkMdEJEWqS8XTEN7fUWZoPRooXdvy6niMSitUTRQ4Kyizm/H6fcS2YfERIF6lJ6+xNfHRQpKhffn4JBqUYYt6CAicKsrMDia+v5Y9lUdEb7fXz6vL89AqJDw2tgNy6Z9fAEgzqfloek9yq638sK0MpUzM9J6JdNNUUv7lBPAeeeH02auonHMxCZetQhHbJ+g4h+dMLq8PvUKKQSml0elBJBKhU0gxO9xN2Rzqv7BQIZIokWjioGpr2H6JJg6RpP3ZlZwujlVQRn2KMkMETh1KmZgEg5KNxQ1h+xP0CrKi1Ox6cBSzdpSTX2djTFY0UjFc/81mPF4/URo5Tw5RYp4zFpr5rnptFVTMPp+Ey9ehiG69kKpCKm7VWipOp0AhlSDySBErDPic4ccr1YX60wscP8maiBb71FJ5q5WsBQQEjs0ZEx/vuusurr32WqZOncqIESMQiUTMmTOH//3vf6xYsYL333//TA2tXRKpkROpkROvV1JqdlBldaKWS3C4vVRZXVRanHSK0nJD/2ReX5kfsr9SKmZgass37HKzM0h4bM57awu4d0QGyUYVtw9JQ+JpZHq2HKmtAOR6ilwmHlxUx+gOR1byvbbKYOGxGZbdX6DvdRdeWzkyQyYSTQxiWevCiMdagddWjtdahkSTiEQTi1Qdvmqtz2XGa6vEXZ9H5KhX8bnMNGz8L66KDc22EqHpeHGr5zw/tRuPbvo97ArbvTkjhGIrAmcFhyNBYpVt+/sap9ZxoBXxcU+lhQxT+6pgmGRQtRoxIiBwsimsswcJj83577I8buifQuqh67Da4qTc4qSo3k6MVkGCXkm8vuWX+9QINakRasZ0iAYCFiy1K58LEh6P4KduzdPEnPsJYrkOv99PSYODGK2CHvF6nhyuZ4i+gM3T3egjUvCLZdRVHcCrjGVFuYyvdzuI1v75SH+xXIuh7wPY8+eF7Tf0uf/UL7y2Y+JVepI1xrBe3cNjM4hWCr/7M43HGpjLe22VSLWJSNSxSNSBa7rO5qLS4qLWaiNba0HmKEHss/PZpDT+pfPx2pqqkOPdPTwTP9AxWsuDo7LwOuppqC/F0lDO9hnxeOzV2B1WjCoH1pxradx+1Pur30fD+ueJGvceYlnLcwSlTMK9wzP5bmuoRyzAw6OzMKpk+L2x6HvcRv26Z0I3EstQpbRN7+3TxaCYNBQSKU5vaPGuGR0HECu8mwkInBBnTHzs27cvH330ES+//DLvv/8+fr+fjz/+mC5duvDOO+8wcODAMzW0dsvuikYmfbCOg7VHTMxHZ0Vx+9B0pn+2EZ/fz9wbB7C11Mzyg7VN26jlEuZc35+kVib1RQ0tp2u7vX7MTg8yiZiHBxupW/Vf3L9+3NSfqYpi4UU/oNQfWVH22lpOz8bvxVO/n8pfp4NIgnHAI+h73IKkhTQkd8NBKn65CHf1kRQaeWxfYid+HVLh2mOromH9i5i3zAR/ICJTrDASOfp/NG7/IJAOJZYSPeFTpLqklscIJGkMfDfqaqYv+Ry370g06dSUrlyZ2VvwBhE4Kyg89BIW3Q4iH9dUFoTt8/n85FZbgypdtgcO+15ZnJ6QIh4CAqeC1tL8rS4vlkMFI4rr7Vz11WaWHjgijneI0vDLDf2bijYcC7/XftSiYjDumu343FZEMi1bS81M/GAt3eP1LLkyCvOvF2BeeRCABkCZPIr4HrdS+fsYxkf1Yvoln6PR/DUrE3lkV4wD/4/6NU9xpNidCOPAx5BHHV8xBIG/RqLGwC9jb2DcvHeochz5Lmbpo/hw2KXHjIwUOLW463Op+Pl83HV7m9oUCUOJOfdTavxR3DdnF/UWK68PNmOee+2R6EGRmAd73EO3KZcwY/aRVOc7hqaztrCOpxbs48srepMgb6R2xcN4LSWYcq6j5sdLm45RLhKj63oDphEvUbv0/qBxuaq24XdboBXxEaBjjJYXJ3XhwV930Twu4b4RGfRLNgaGKpGh634TjooNOAr+aNpGJFEQM/l7JDqh2MyJkKTW8+u4GUye/0GQ/dWIuEzu7zay3RaUEhA4WZzRK6hfv358/fXXOBwOGhoa0Gq1aDRtv0ro35GSBjsT3ltLUX2wSLgot5oYrZyr+iTxwbpCLv9iE59d3osIlZyNxfXE6RT0SDCQqFcik7YslsXrWl7hF4tAK5fi93lx536Fe+/HQf0+ezV1s88j8crNYEgDaFFIDCBCJDl0Pr+X+jX/QR7dA03mlJAtvbYqKn+dHiQ8ArgqNlD1xwxiJn6NRHUkPdp+8HfMm19FFtEJkVSJu3YvPmc9VX/cQMKly3HX5aKI64tEHYdY1noKpkoqZ0JSNrsveJAN1cXUu+wMiE4hQW04rkIzAgJ/B4osdehkCjTStl3gIEGtp85lp95px6gIvraL6u04PD6Sje0r3fHw591XZaF3kvHMDkagXZDWSnSxQipGLRdjdni45+edQcIjwP5qK5M+WMfSWwYT30p642FEEiUyUzaOkuVh+6X6TERSFWVmB3f/vAOzw8OdfZQ0zJnS5A95GEfRYiTqGLTZV2DZ+RHmJbeiPPcLJErjsT/0UUhUJgy97kLbaTqO0tUAKBMGBQruKY6/EILAX6ObKZ71U+5mT30lBxqr6RoRT4bOREIzv06B04/HWk7FzxcECY8AztIVVC++k12ZL/HV5hJ23JSC/7cJ+H3NPFn9PhxbXuaCc3oguXQIFRYnXeN0zNlVwZN/BPzZP1hzkLtMP2Pd/QWx036mYvaFcNQxGre/h2n4C8ije+BqZo0gNWYhkh5bmI5Qybh5cAoXdI9nRV4Nbp+fwWkm4nRyjKojcyypNp6Ycz7CYynBWbEeiSoaeXRPJNoEodjUCSKTSBkak8aO8x9ga20pFfZG+kQlk6wxtmlvcwGB08XfQr5XKpUole3rpe3vRkGdPUR4PMz328r44Zq+9ErUE6VVsPRALV3jdEzsHEuMVo5cKsHscHOwzsbSAzW4vD5GZEaSoFNiOrSyn6BXkh2jDZsudXGPBGJ1crzWcho2vBR2DH63FUfpSmSHxEexOhZ5VHdc1dtCtlWlTcBevDSorX7NUygTBoeIll5bJa7KzWHP6Shegtde1SQ+eqzlOCrWEzv1Z1w1O/G7LMgHPIa7dg91a/6No2gphj53hz1WSyglMtJ1kaTrWo6YqnZYKbE1sKz8AFqZgmGxGcSpdGhlQnEWgTNPgbWO2HaQana4uuGBxhr6KIKjmvceisZKNrYvz8fDn3dPpSA+CpweMkxqko2qsPOVG/qnEKdVUmJ28NOO8KmLudVWis2OsOJjjdVFqdnBkgPVqGQSLugcgabTpTTu+KAp06E5xv4P4bVVoChey4fdKvCOHkiUQULDytDUTQDr/h+IOe8rLDs/wlEwH6+98k+Jj7W2Q+PLrUEhFTMiM56ErMvQHkdBHYFgGlx2yu2NLCnLxef3MyI+k3iVnojjjFxM1hhJ1hgZR8dTPFKB48VrLcddtydsnz3vV2KyH2dougl16S/4fOGLQVnWPY228+c8s7aGAzXWJn9WgGHxbhpXv4oifgCOklXBwmMzzFvfQd/zFmqXHhEfVb0foNwuIaEVXdBjKcVdvx935RZiDOlM79gDqTYJ0SGPQYvTQ1mjk+V5NVidHoZnRpJk6EJkt56t/2LaMD6/jyJrA1tqSshrrKFXZCId9dEkaE5sIUAmkZKmM7XbyvUCAqeS0yo+ZmdnI/oTRTR27959Ckcj0JziFoRHAJEoEG3wnwX72FB0xOBYIRUz+/r+9E7Q88H6Qh76Nfihf+PAFP4zIZsYrYI4vZJfru/PtI/XB1WSPKdTNC9O7oJOIcPtcOOzV7c4DnftkeNL1THETP6OyjmXBK0uKpOGo+/+Dyp/uyJoX485H7/XGXJMnyu8YfNh/K4jY/X73MiNWVTMPj/oRUSVNoHoce9iK1rU6rH+ChX2Ru5aM4vv8o98RhEi3hp8IdMzeqKTCaK9wJml0FLf5lOuARJUAfExr7GGPlFHi49WZBIRsX/Bw+1sRquQEq2Rs7sFDz4BgZNNolHFvH8MYMqH68mtPlLs6MJucTw6tgMquQSLyxMkGhxNRWPoXKCi0ck/5+zi041HUi4Tr8xigHUhUaPfoGb5g03zAZFESdS4d/FaSymfdR74PIgITKjtSSOJnvAxlb9expGU6EP4POA/YrHidx3/dVNpcfLob7v5YN2RiEqRCF6c1IXr+ycHRUUJtE6t08obu1fxxOZg38zbOw/hsR7j2sXzrC3itYcX/QP4EXutgaItjbtp6Y3HYy5AL/ezvzq0kJpe5sfnrEeijsNjDm/BAuBpLECijgVAJFVB/xd5er2Yr3euYMHNg8LaPrgb8in/aSKe+v1NbSK5nrgL5qKI7U2j08tXm0u49cftQenY03sl8N8pXYltJbusreLz+9hcU8q4eW/T4HI0tWfpo5g7/sZWgzoEBATOHKdVfLztttuaxEen08lHH31EWloa55xzDtHR0dTV1bF48WL27dvHLbfccjqH1u7JjGw5zffyXom8sfJgkPAI4PT4mPLhOjbcPTxEeAR4b00h53SM4YLu8YFzRGlYcNMgKhqd1NhcxOkUxGgVRB6KjhRJFEj1aXjM+WHHoYjrH/SzzJBO7Pm/4rNV4LXXIJIosRctovL3K/F7bEHbyqO6h015ECuPPJwUcf2QaJPwmAtwVW4CkRhxs6gEv7OB2mUPhBzDnj8XRVw/NJkXhB33ifBL4c4g4RHAj5+bV33PwOhUupniT/o5BQT+DAWWOrL0bX+Sp5Mp0EoVHAxTdGZvZaDStUTc/irUJxtV7BXER4HTSHaMjqW3Dqai0Um93U28XkmMVk6EOjCXMCikyCViXN7QaEUIeJUezYL9VUHCI8D6ci/9VFYse74keuy7APj9HkRSNRJFBGU/jA2JiHQWL8ER3Q1V2viQojAiqZom5UAkQaw4/uicpQdqgoRHAINSxtIDNUzuEiuIj3+C3fWVIcIjwOu7VzI+sRMTk7ucgVEJnChSbSteh2IZHomOA9X12DIHIuK7sJvJonLYXR1aaASg3AZx2kQ8DXloOl2CdW/YzZBHdgVTT3znzKPGH8lzq83M2h0QRi/7fBNzbxwQVGzK66inetFtQcIjgN9lpmLWZBKvWEd+o4Fbfgi2hwL4enMpY7OiuX5A+6twXWIzM3H++0HCI0CuuZqbVn7PN6OuOu5IZgEBgdPHaRUf77jjjqZ/P/LII4wcOZL//e9/QdGQt9xyCw888AA7d+48nUNr9yQZVfRK1LO5xBzSd22/FM59b03Y/ZweH8vyasiMVHOgxhbS//ziXEZmRjalX8fqFC2u0Em18UQM/jdVc68O6ZNo4lHE9AzdRx0Dh6pSuxvyaNjwEn536IplxJB/I1GGVuOWqGNQ97mfupSJ/FRVxRaLhf4JesYPMWEqXohEdaTitWXvN2HHDdC482PiLrwcCKROuKq2Y9n/LRJFBNrOVyLVp4Y9f2uU2xt5cceSFvs/2r+OVwZM/VPHFBA42RRa6xgck3qmh3HKEYlEJKj15DXWhvTtq7KQdBwecm2RZKOSXRWNx95QQOAkEt9K5eo4nZJbBqfx2vK8kL7BaRHE64PnIJUWJy8szg3Z9pklBdx373VYtr1LZcllIJYCIuTR3VGnTQibig1g2fUpphH/DREfdd1uwLLvWwC0Xa5uio46FtVWF88vOjI+qVjEO5MSGBpVh7roQySbRdhzrkQW0SEwJxJoosxmZkddOV/lbUInU3Jr9mBe3bmsxe2f37aIwTFpgmhxFiJRx6BMHI6jJPTvq+t6AyUiE5tKCjBHjiRCYThSbKYZxiHPsHZ5+EXEXQ0aRg56kpr5MzAOegKxwojPWR+ynaH/PzHv+wFv9Ghm77Yza3ddU9/mkgaqLK4g8dFnr8ZRMD/sOX2OGtwNB/lsc8sLvC8syWVilxhide1rDlLQWBtU9Kk5C8v2U+2wnrbr2OX1UGitZ1bBdrbVljEsLoNxCR1J1Ub8qYxPAYH2wBnzfPz999+ZOXNm2Ity6tSpQUKlwKknVqfgp2v7cfMP25m7pxIIpFXfNDAVhVSMwxN+kg1Q2uDAqArvOVRpcbYYfRAOVeo4TCNfpW7V4/hdASFUHtuXmAkfI9Ult7qvVJdK/MWLqJp7De7aQMq+WBVN5KiZyCPDV4AUKQwc6HAD4/54D4c3sNr5BaCVKlg04R9ENTNvby3NwmerRCxR4GksoWL2+biqtjT1mTfPxDjgMfS97vhTAqTH56XS3nJEUaG1Dq/Ph0QsVMUWODM0uOw0up3EqnRneiinhTiVjgONodYQe6ssDE1vn95AqRFqfttTidvrQyYR7kUCZx6VXMI/R2UC8NaqfFxeHyIRTOkSy8zzuwW9+AO4vf6wqdguj4/HV9j5z7Q51Cy4CU/DAQCk+oywwsVhfM4GJJq4pp9FEgXartcjM3XGvPVttN1uJGLgY4jlx5fe6/L4qLAcGd8XFybRv+wZfJtm4TrUZt/1Aeqs84kcNROp5vhEzbZOqbWBixd/ypqqI3M3qVhMmT10kf0wlQ4LLp+3xX6Bvy8SVRTREz6mZul92A78HFgcEMvQdZuBsf/DZBPBC5M6c8u8Uj4771eUq2/GXbMDCGRBmUa+gjK2N89PkuPy+PlpRxk+P8gkIm7on8K1/VPQyCLxD3+RunXPED3hE2pXPtZUsFKsNGHs/zDOkhU4t7yBjCe4sfe/8A8dw7MrjqSE2z3B3y+/Nzhy72i89mqqrS3PsSotLjyt+Uy0UWqcoQEvzTn8Tneq8fi8rKzM57w/3mu6d3yRtwmjXMWSc28VMtQEBI7ijImPGo2G/Px8hg0bFtK3a9cuDAahatzpJiVCzZdX9KbS4sTm8mJQydArpNTaXGREqskLE9kIMCTdxBur8sP2jcyMxKA6/q+ZRBWJvtuNqDMm4XPWIZIokKiijlHdOoBILEER05O4C//A56jB7/MgUZqQaBMQicK/FJfazFy85POQh5TF42T60i9Zdt5tTYUm1BkTse79OuxxFAmDEUnVmDf/L0h4lMcPwB0/DIu9FrWlrFXx0eX1YPO4UUtlyCVSdDIlQ2PT+K34SEq7XCxhUnIXUrUmzk3sJAiPAmeUQks9ADHtoOAMBCper64MXoSwuTwU1TtINrSvYjOHSYtQ4fb6ya220jm2fYjQAn9/4vRKnjm3E3cMTcPs8KCRS4nVydErQxdKDUopwzMi+X5baJGa/64qY0Snfpx7we/4HHX4/V4kqmjctXswb3k97Lnl0T3BkE3i1Tvxe22IZVoQS/E560m6ZjsSdRxi2fFH5BhVUkZkmPhycykZkWp6y/fjy58Vsp0t9ye0na9AmjnluI99tuP0uqlz2tFI5ejkRyK/fH4fXx/cHCQ8AuyoK2NgdFrIffwwo+I7YDhOL22r20mj24lBpkIlE4r+/B2Q6pKIGvcevqFP43NbEcv1gSrwMjVRwF3D0rm4RwIWpwfTxDmofPWI/e7Au4ImAZFYQpICPri0B8+cl43V5UWvlBKnU6CWSwEl+h63os6ahs9tJWbi1+B14rVV4rVV0rjjfRzFRyIvfZue5OrzxvHy6oANhEIqxnSURYJIrm8xihJAbspmWLqWTzYUh+0flm5C1w6LTnUwRLfYp5cpMRy6H3h9XhrdLhQSKSpp4Pfk9nqxelyopDIUkpbfUe0eN06vB51M0eL7VqnNzEWLPglZtKh32bly2RfMP+cmYtrJAr2AwPFwxsTHiRMn8sorryCVShk9ejQmk4mamhrmzp3LG2+8wY033nimhtauMapkIVGMkRo5r0zJYdpH60O2752op2O0hnBWZwqpmAdHZaGS/bmvmUgiQ6ZPAf6ah4lUEwvHufJfYbdQbg+fMpjXWEOVw9IkPioTBiPRJeNtDPZdQiTGNPQZ/D4X5u3vACDRJuEa8yHf15n5vqwQnVTOHWYLfTSNIQ8hh8fNQUstr+9ayZbaEroYY7kzZxgZWhP/6X0u80r24fX7mJCYzR1dhvJD/jZWV+ZT67QRrdKRqYtEIxP8ngROP4XWQDpRTDsx6I9X6ymy1eP2eZEdqkB52Ji+vVW6PkyaKSCi7CxvFMRHgb8VKrmUjMhjzz+0CimPj+/IzzvLcXuDI4iitXJ6xOuRGeLAkNbULpLIkBo7hPi0AZhGvITKmBTSDn/NnkItl/LI2I58v62cK7rqUec+TUuxUuZNr6JMGoHkT/hJno04PW7yLLW8v3cta6oKSFQbuDNnGB10kcSq9VTYLby+e2XIfgtLc7k3ZwQf7l8b4hWnksi4J2c4SmnrQk613cpBSw0zd60gr7GGnqYEbs4eTIbOhEbW/gp//N2QKPRImmUtNUcmkZAacVj41wMJYbfTK2VhFyrg8DvKkWvZ01hC6bcjm7K1jkZV/BND0iezOLeG+0dmhtg+SDUJGAf+i9ql94Tsq86YhEQdy5iOKuJ0CsqPitCWikX8e0In9Moz9jp/xohVapmaksPPhaE2bU/0Gk+cSkueuYZPctezoHQ/CWo9j/UYh1Qs5p29q9lYXUy2MYa7ugwjQxeJttm1W+Owsqu+gv/uXEaFvZFzk7K5IrM3aVpTSMZmsbWeelf4EkY76sopsNThh3aTISQgcCzO2N3qvvvuo6ysjCeffJJ///vfTe1+v59LLrmE22677UwNTSAMIzIi+enavtwzeyf5tXbkEjFX9Unk8fGdSDIoWXH7EO6atZP5+wKpBf1TjLxxfjcyI//evjkuX+th+c1XsqS6ZOIvmk/t8oewHZgNfh+yyBwiR81EZuoSiLZ0WUAswzn+S8atWUCRtb5p/3ml+7g8ozcv95/SJNb4/D6WVxxk4vz38R7yj1pTVcDHuev5cdQ19IxM5NtRV/HVgU2cn9adqQs+xNNsu09zN/DtqKuYnJyDTCI5yb8dAYHWKbTWIxWJMbUTf6wEtR6f33+oyE4gGntv5WHxsX35LR0msGAlZVeFUHRG4OylQ5SG5bcN4dYftrOppAGRCCZ0iuG/U3NINYXe36TaBOIu+I26lf+Hdf/34PMgi+iIacR/UcT0Ounjy4pSs+L2IewqLMSX3/K15nNZAlW12zhb68oYM/dtbB5XU9sPBdt4oe8kru3QD5/fj8Udmkrvx88/N/zKT6Ov46mtC1hUFhCPB0Wn8fqg88nQtW6fYXE5+a14F9etOOIBvqaqgA/3r2POuBmMSehwkj6hwNmDH7+75WtS7K4nVqvglSlduLx3EkpZ8FxdJJGizZ6OWKambtW/8NrKEck06Lr9A0Ofu5GoIklVwbLbBnPf7F3M2V2B3w89EvS8eUE3OoWpnt0eiFRqeGPQhXTUR/PmnlVYPS7iVDqe7HUO01K7sc9czdBfX6fx0H2gW0Q8exoquHrZV0HvUZ/s38DXI69kSkpX5BIJ9U47r+5cxjPbFjada01VAa/uXMaKibeTbQwObrF63K2Os8BSx8s7ljJz4PntZqFeQKA1zpj4KJfLmTlzJrm5uWzYsIGGhgYiIiIYOHAgKSntr2rXmcbi9GB2uJFJxCF+SAAGlYypXePpnxKBxelBJhETq5Wjkge+QtkxOr65qg+1Nhc+P0SoZE1VrP/OxKn0yMWSsB4/Gqmc6KPSSWWGDKLHf4DXXg0+LyKF/ojBu9+AMm08HomKVwoOBAmPcSodV2b2IUUbQZXD0vQAKrDUcbCxhssyevJd/jach9K/fX4/Xx3cwvKKg/xQsJ1Ph1/G9CWfNT0wD+PHz/UrvmHrtPtJ1f65gjYCAidKoaWOaKUWSQu2Bm2NBFUgmuJAY80R8bHKglElbTFKoj2QFqEWis4InNUopBL6p0Qw98YB1Ds8iEUQqZZjaMHPGkCmTyVq7FtEDP43+DyI5LoT8lu0ON2YHR7kEjFRR83D5BIJfZONZEUq8UovCLJ3aY66w4WIFca/PIazgUJLHbes+j5IeDzMwxt/Y1JyF+LUOt4bcgl7Gir5sWA7G6qPZKxsryujwW3nu1FXUeu04QeMchWRSs0xz11qN3Pbmp9C2l0+L/9Y+R3zJ9xEhq7l4iACbQ+RXIcqdVxIganDGDpdyIsDuxCnUyIJlyZGwHJKm3MtqrTx+N02kCiQaGIRS47cB7KitHx2eS+qrS68fj9GpSzs+1p7Il6t59+9J3Br5yE4vR5UUjmJaj11Lju3rfqxSXgEuLPLUB5YPyfse9QNK75l2/kppGojKLObg4THw9S57Ly/dw135YxAIhYRqdCgkEjJ0JkQi0T4/IGoeZlYwoWp3RgQkwp+MMiUfJe/ldu7DBXERwEBzqD4eJisrCyysrJa7Pd6vXTt2pXvv/+enJyc0ziy9oHT4yW32sp/5u9jaV4tsVoF/xydxeisqLBVqVuqLgnhU7b/7sSqtDzeczyPbfo9pO+5vhOJDxMmL5brEMvDt5sG/5vCyr18vnFjU/vN2YMZEZfBW7tXBSIVDVt4vOd4/H4fd66dhdnlZHR8Fj+PuY6HN/7G5poSAEbEZfLE5nlUOixUOiyU2sKndDS6nZTZzIL4KHDaKbTWt6vJVLRSi1QkJs9cDYmdgECl65R2mnJ9mNQIFdvKWi7iICBwthClVYQIf60hlmkQG44tWrWGw+1l/6F52PKDtcTpFDw8OouRWVHEHDUWo1qJu/NlWLe+iddWHtQnUceizZ6OSNy2syDqXXa21JaG7etpSsDmdXPful+YW7wHvVzBlZl9uKvLMGas/Ban10MnQzS9I5MwKtQYjzNqv8puYVVlPi6fN6zoCZBvqaXWaRPEx3aGRGHANPRZSouW4PcelRYd0xeM2SQehye0SCRCqk1sdZvW0sHbK3KJlJSj3n9qnTZWVB4MajMp1JTYwhcKs3iclFgbSNVGsKBkX0i/Vqrgw2GXsq22jLHzAhHX01K6cU/OcKKVWu7vOpIXti8mxxjHK/2n8FXeZl7cvhi1VM7VmX35ZuRVfJG7kaGx6SfvgwsInKWccfHxePD7218Vr9PF1lIzw95Y2eRzVNHo5IovNnFtv2RenNTlrIhePBHUUjn/6DSQDoYo/rVpHgcaa+hkiObpPucxOCYVeStGxOGQGTuikBjw+TcAMC6hI1m6SC5b8nnTNpUOC+PnvcMzfc4jSxfFr8W7+SJvEz8X7uS70VdzyeJPaXQ7g1bSjnUN+IRrROAMUGipazfFZgAkYvGhitc1TW27Kywk/Q2Lzfjx43c24HXWg9+HSKZBoopCJDr5wkRmpIY5uytxuL0hKWUCAgKts7mkgRFvrmqqWFvR6GT655u4cWAKz57bGdNR8zCZPpX4S5dSv+FFrHu+Bvxosi/D2PeBIC+6tkpL0x2DXMl/ek9gxG9vYD0kEJbZ4f82zWVkXCb/7T+FvMZabu88hCSN8bjP1+Cy8/z2xby9ZxXvDLmo1W2FuVj7RGbsSMylq6hb+Tiu4vmI5Xr8nWZQEjudCe/u57cbTc28JgVONX5Cr8NjXZm+Q1t4w1zD/x0whRe3L2Z9swjqN/es5Mu8TaydfBf3dh1Bt4g44tUGLlr0SZAH5OOb59I/KoXHe47D7/eHeEYKCLQ3zgrxUeDYHK5QLRWLiNcpkEiOnQZZZXFyyw/bQwzWAQrqbFRbnTQ6PahkYmJ1bdfPLFKp4aK0HgyLzcDl86IQS1uN5nJ43FQ5rPjwo5cpiGi2ci6SSInSRnNxenc+2r+eGR0HMGPlt2GP89TWBSw/7zZu7DgQRIFJq98Pr/Sfwm2rf2R5eR6XpPfkzT0rsXvdRCu1VDlCfWXUUjkJmvDm2gICp5JCSx0j4jLP9DBOKwlqPQfMAfHR7/ezr8pCv2TjmR3UIXweG47iZThKV+Gu3oHPdVQqtFiKzJiJIrYvyuSRyPRpJ+W8GZFqvD4/uyst9Eps24UuBP4eeH1+yhsduL1+1DIJMWEyNU4mNpeHGqsbP36MqpMXfVRlcXLzD9uahMfmvLemkLuGZYSIjwAyQzqRI14hov8jAIhVUYilf995mt3jpsphOZTirMQgDyzYuL1eKhyNePw+NBIZHr8Pp8+LWiJvcR5mVCjpbIhld0NFUPtVmX15fffKJuGxOUvKD/B4r/FMT+9Jg9tJoaWOSIX6uArEVNgb+e/OpUCgiq5CIm2yyGlOglpPpOLEomAFTh8Ot5cqqxOfH/QKKRHqvx5sIZLK+SbfQK74YUYPfwKry8c7W+zM/fUAfj98samYf47qEJR2XW11YnV5kYhExOrkgm/7SSRCrqJvVDK1Ths3dhpIhtZEssbI9PSefHNwa4g4qZLImmx1JiZ3JkljwOP3MadoF2urCgCChMfD1LvsPLdtEf8bOI1JSV24c+2ssMVn1lUX4vb7BOFRQABBfDzrMTvcrCus575fdrK9rBGjSsbdw9O5cUBqqynSAA0OD5tLgkPQJWIRH1zSg31VVoa9sYpqq4tO0VpemNSZYRkmjKq2Gwl5PJXICi11PLdtEZ/krsfh9TA8LoNX+k8lxxjbFCWpksp5uPsYfinchUgkCvIcaY7N46LWaUMsFvHyjqUsLT+AQiLliozezBpzHRa3k15RSfxQsI03dq/kmT7n8o+V34c8NF8bMI14lSA+CpxePD4vpXZziC9qWyderWe/uRqAUrMDi8tLSsSZjXz0uSxY9n6D7cDP+D0OZIZ05PGDkGriEMv1IBLh99jx2qvxNORj3f8Tlt1fII/ujrbLVSiie57Q+dMORXRsLzML4qPAKafc7ODj9UW8tPQAtTY3nWO1vDSpC4PSTKfE+uVAjZV/zd3Dt1vL8Pr9nJcdw/OTutApWtuih9vxUm93s72sZb/U5Xk1dGmhirxYqkSsC1dV++/FwcZa/rPlD77K24zb52NcQgde7D+ZSLmG13Yt5609q7B4nPSJTOKh7qP59uBWdtVX8HL/yfSPSsGgCL6/pmpNvDH4As6Z9y7uZn7dQ2PTeWvPqhbH8WP+NpaUHeCprfMRI+LCtO78p/cEMg/597bEpkNWOAAf71/P//UYF2LVIxaJeHPQhaQL9jdnBYV1Np5blMvH64tweHyMzIzk5Sk55MRqkUv/vAjYYHfzwbpCVuXX8ezy0P6vNpdy44BUorUKrE4PW0rN3DN7BxuKGtAqJNwyKI07h6UfV3q2wLGJUmr5cGggTfqF7YvYVleGUa7iluxBfD3ySq5e/lXQAsIL/SaxsuIgNU4rD26Yw7LyPJQSKZem9+STYZfx0f71LZ7rp4LtPNnrHPwQtvL2Yb45uJnJyV0EAVKg3dPmqgS8+eabXHXVVUFtlZWV3HvvvfTt25cBAwZw3333UVtbe4ZGeHJZeqCG8e+uaZq81tvdPDFvHzO+3UqVJbzodRixCI6+Bz44MpPZOyt4ZuF+qq2B1eO9VRamfrSeObsq8YVZnW8vFFsbOGfeu7yzdzWOQw+tZeV5DJozkz0NlUHbZuqjWDP5zlarAOtlSnQyBRct+oSl5QcAcHo9fLh/HXes+Ym+Uclk6CJZNfEOxid0YmddBb+Om8EFqd3oqI9mYlJnVk68nQvTuqH4k+nhAgInSomtAZ/fT2w78nyEQHTLwcZa/H4/eyoDkcjJhjMXcWQvWkLVvGux5f6IIn4AxgGPout5K+q08cijuyM1pCHVpyIzZaNMHIq2y5UYB/4fms5X4nPUUbv0AWpXPobHWn7Mc7WEWi4hUa9ka6ng+yhwaqmxOrn9p+088vseam2BKqO7KyxM/GAdf+ytPOk2PQV1Noa9vpIvN5fi8QWyE37dXcnAmcvJq7We8PHFxxAvVWe5jUGhpY5Rv7/JJ7kbcPm8+PHzR+k+Bv4yk73mSl7fvQKLJzBX3VhTzCWLP+OCtG7YPC4m/PEeSw7NjY6mb2QS6ybfxRUZvemoj2ZkXCadDNHIj+F3uaIiD5/fj8fv45uDWxj66+sUWFp/H2g+v5pVuIMKRyNfj7yK8Qkd6aiP5uK0HqyZdCdDY9IRi9vca1Wbo7jezrh31vD26gIcnkDxkSUHahg4czl7qv7aNS0WgULa8t9eIREjPvTCtamkgeFvrmRDUSD4w+L08uKSA1z0yQbKzY6/dH6BUPIttVy57Au21ZUBgSjFZ7ct4v19a/lo6HQ66qM5J7ET34y8Co1UTrYxhmG/vcGy8jwAHF4Pn+Ru4PoV3zA9o1eL51FIpIhEIIJW38U0ErkgPAoI0MYiHz/++GNmzpxJv379mtpcLhfXX389KpWKjz76CK/Xy8MPP8w///lP3nvvvTM42hOntMHBnbN2hO37fU8lJWZHq5XQItVyxneMZt7eKiAQ9Tg43cSzi3LDbn//LzsZmRlJUrPiCjaXh4pGJ3aPD61cQoJeifQ4Ur7PRjZWF7HPXBXS7vZ5eXTj73wx4gr08iMiRLouEqlIQrxKT5k99KX85uxBPL11QdhK2wcaa9hQU0yqzkSazsRjPcdS67QhFYkZGjsdi8eFWipHdxwpQ38GtzcQzWZ1u1BJZcSptKikbTfaVeCvU2ipB44vYrgtkaA2YPe6KbOb2VNpCVhdHCPK/FTg87owb56JPX8esujuaDKnIlYcX9ShSCJDEdMTeXQP3NXbseXNpvqPGeh63oI6/TxE/PkJckakWhAfBU455Y1OftweXii/Z/ZOhqSbjhk95PP5KTU7MDs9KCRiorXysGnUfr+fn3eUU94YupBrcXp5dVkeL0/OOSGf00iVjNEdoli0vzqkTyyCwWmmv3zsvwMLS/dTZK0Pabd73byzdzWXpvfk49wjUUV+/Dy3bRE3ZQ/ioQ2/cvfan+kXnUyCOvjeppEp6G5K4PVB51PrtKOSyjDIlFyV1Zd3964OO5YxCR14f9/aoLZKh4Vv8rZyQ8f+LVa77mlKQCaWNEVZvrdnDT0iEnix/xRcXg9amYJktRGVTCgEcjawvqie/dWhIqPb6+ex33fz+eW90StleL0+SsxOLC4PSqmYGK0CrSL8a7NOKeOOIekszq0J23/70HQiNXKqLE7unLUjrG/p2sJ6cmusxJ2B+URbo8xm5u61P4ftm1+6j/u7jeS6Dv0osjVwy+ofqHfZWTDh5qBI6sPsN1dT47TSJzKZCUmd6BOZhEmhRiGRUmFvxKRQY5ApkYul3NChP89tXxT2vDd0GnBSP6OAwNlKm1CJKioqmDFjBq+99hrp6cGVpObMmUNJSQlvvfUW3bp1o2fPnjzyyCMcPHgQiyXUP+9sotHpoaAu1FviMOsK6lrd36CS8erUrkRrA+JSrFZBXpgH8mEqLS7qHe6mn0sa7Nw5awfZLyym64tL6PHyUl5ZlnfMiMuzle/zt7XYt7BsP2Z36Iql1+fjjUEXhKzGy8QSLkrrzuKy8Kv6AN8e3NoUxSEVS4hR6TApNWhkCmJVupMuPFbaG3lx+2J6zHqJbrNepMuPz3Pv2tmUtlAdTqB9U2AN3F/aU8EZgMRDL8G55mp2V1hINqpOOPXyz+Jzmaldej/2okVoOl2KrsvVxy08NkckEiGP7o6hz/3Io3ti3vgq9Wufwef989EXWVEaNpc0CAXiBE4pW0paFrjLzE4a7KFefM2ps7v4eksJ/V9bTtcXl9Dx+UVc9eVmDtbaQra1uDzM2tFyRPDveyqpt7tb7D8ejGo5/5vWlcgwfnP/O78bcafYy/JU4vS4+aGg5XnT0vI8ekeFpo1vrS0lXRsQXQutdTS4Wr4f6eUq0nQmYlU6lFIZD3UfTWqY1OebswexqrKgKWulOb8U7eTdvWtYXZmPK0x/nErHe0MuBkArlbN28l2srsyn3+z/0u+XV+n/y6s8s20BRZbW59wCfw++2xq+UjrAwv01mB0eqq1O3l5TQO//LqXri0vIfn4xN32/laL6lt+5BqRGMCE7OqR9aLqJ8R0Dqf0Wl6fVRbr5+0IXIQT+PGa3g7zG8EIwwMqKfD47sJE3d6+k1mnD5/dTYm1oMXJxdsFOPhk+naVluZTbG/mlaBfj573DtIUfMW7eOzy4fg5VTgs3Zw+mkyH0O3BDxwFk6iJP2ucTEDibaRORjzt37sRgMDB79mzeeOMNSkqO+LMsX76cgQMHEhV1xNNl2LBhLFiw4EwM9aQik4gQi6ClTOjjqVTdKUbLujuHMXtXBcsOVB8zgkdxKKqx2urkuq+3sKDZan2Dw8NDv+7G7fXxwMjMv+Sb8ncmrpUIrwi5qiml4jCFljqG/vY6nY0x/Dz2en4t2s2+hkq6GOMYn9iRg421GBXKppSjcOc7XSH6Do+b13ev5OmtR64Ll8/Lu/vWUGxr4JPhl7WaQi7Q/iiy1GOQKVFJ21e0R7xKhwjINdewp9JLsvH0Rin4HHXULHsAn6MGffebkZ6E6rYiqRJNp4uRmjpi2/stNYvuwjT0KSSq0El0S2RFaaizuymqt5MiVPUUOEWY1C3fb0QikLeS+giwNLeGK7/c3PSz3w+/7KpgV0UjS24dHBQ1KReLw4qCh4lQyZFKTvwZ3TlWx/q7h/HzznLm7qkk2ajilsFpZJjULUZanQ1IxJJWPYGNcmXY4jAKibSp8qxYJDpmKnVzUrURLD33NhaV7efbg1sxKdTckj2IrbWl3L7mp7D7RMhV5FtqGfX7H2yeei+djbFB/SqpnGmp3dhiSsTmcfHIxt/4tXh3U3+j28kz2xbi8Hp4vOc4dHIhcu3vTGvvOUaVFLlEzLdbSrnjpyOZZR6fn682l5JbbWX29QOIDbMoEK9X8uElPdlWZubt1QV4fH7+MSCFPsnGpnNKRGKUUnFTuvfRxGqFTKOTgVwsQSIS4/WH/z1HKFQh9x6NVB428hEgRqXlic3zSNZGsLO+nDd2r2zqc3o9vL13NWV2Mx8OvZQ/zrmJFRUH+fzARnRSBbd2HkK2IYaodrZQLyDQEmfvrKYZo0ePZvTo0WH78vPz6du3L2+88QazZs3C4/EwdOhQHnjgAfT6s7tIR7RGzpScuLAr8wqpmN5Jxlb3t7k8lDc6qbG5GJ0VyUXd4/F4fegUUhqdoau/IzMjiTokaJaZnUHCY3OeX5zLFb2TSDO1rRfQq7P68sqhiodHc2eXYcQqg8XJVZX5lNnNlNnNLCk/wNj4DqRoIrgkvSfDfnudITFpXJPVL0jwa84Vmb3ZUFWMSaki4xSvmJXbG3llR/jP9lvx7qbUAgGBwxRY6ohpZynXAHKJlFiVjgON1eyukDK6Q+vFCk4mPlcjNcsfwOeoQ9f9ViSamJN6fEV0DySqGCw7P6R60R2Yhj2P7DjFzazIwP1hc4lZEB8FThldYnWo5RJsrtCXxPEdo4luZdG1zOzggTm7wvYdqLGxq8LSJD56fX4qrS7uHZHBZb0Tsbm8/G/FQdYX1Tftc//IDKI0JycyMc2k5q5hGdw0MBWZWISkDdjXSMVibskezKe5G8L2X53Vl+8ObglpvzS9J78cKtwwManLny5qFqPSMDaxI4NiUpGKJOhkCkrDWN8c5ubswTi9HvY0VPLi9sW8MeiCELsZnUxBvFpHqc0cJDw25809K5nRaQCdBPHxb801fZP577K8sH13Dc3A5fFSb/cw+/r+2N1eVDIJi/ZX8+aqfNYXNVBUbw8rPgLE6ZXE6ZWMzIzCjx/FUUEYMVo51/ZL5u3VBSH7ikUwrtPJfaa3V5QSGdNScvihYHtIn1wsIUMbSUGzSOU4lQ6TQo2vhcyN81O7MX7eO3w18kouX/pF2G1+LtxJobUep8/LoJg0zknshFamQPYnFk8EBNoDf3vxUSQS0a9fPzSa8F4sx8JisTBr1iwGDRrEyy+/TENDA88++yy33norn332WYuRZWPGjGnxmGVlZcTHx/+l8ZxMdEoZL0/JYVuZmbyaIylDUrGIH67pS4K+5UlxZaOTl5bk8tqKg7i9gZtt93g931zVh3k3DmDU26txNluZSzQoeffi7kQcigLIbSU92+L0Yna0nvp0NpKiNfJy/ynct252UPuw2HSuyuyD5Cij8fml+5r+7fMHTNYBvPh4otd4vs/fxqXpPVhWnsfyiuCJ0L97TQA/jJ73JpEKDZ8Nv4x+UckoTlGUWb3Ljt3bcvpYvqUuJBpA4K9zNtxfjkWBpZaYFjyy2joJaj27aqopa4wg1Xh6qlP6vE5qVzyKz16DrvstJ114PIxUG4++5+007nif2iX3YBr+AjJj1jH3i9LIiVDJ2FTSwNSucadkbALHpi3cW1ojQa9k1rX9mPTBOlzeI3OUlAgVr1/QDUMr1a7tbi8HakLTqw+z8mAt4zpGY3V5WLivmhu+3UqNLRAdE62V88KkLszaXs7PO8u5sFs8o7NO/sLDifhH/h3J0kfyWI9xPLV1flD7eUnZTEjM5v82zQ1qzzHGcUl6Dy5Y+DHpWhP/HTAlyEv7WNQ4rHySu57HN81rmtNk6iL5bfwMLk7rwXf5W4O2v6nTIOpcdu5eO4un+5zLvoYqzC5niPiYZ65hxspvuSqzT4vndng91DlbTsttC7SF+0tKhIqXJnfh/l+CFyJGZJq4qk8SFpeHhblVPDZ3DxCIqJ6WE8cXV/Tmii82sa3MTN9kY6vnaCkCWymT8PCYDqzMrw2qci8SwaeX9SLhLLZZ+Luwu76Ca5Z9xX96T2BLbSkHmqVfS0Ri3hp8Ea/vXtHUppHKeXPQhbh9XobGprOi4mDQ8f7dawLbastw+bx4/f6gKtlHs7mmhDvXzMLmdTE9vSfP95tMgvrsDnQSEDjZnFbxcdasWX9q+2nTpiEWi/nss8/+8jllMhlqtZqXX34Z2SEzaIPBwMUXX8z27dvp3r37Xz7234F0k5oltwxmW5mZxbnVpJnUTOgUQ6JBGbLidhiv18fHG4p4aWmw4LWtzMy4d1az8o4h7HxgJAv2VbGvysqwDBO9k4wkN3vJbmnVDwIPUbW8bU2gAQxyFdd36M+ExE7MKtxBndPO5JQcsnRRxKlDI8A66MO/mHy0fz13dhnK5yMuZ8zvb/NYz3Hc2nkwy8rz0EjljIjLRCIS8fbeVdzfdSRPbvmDCX+8x8Yp99DJeGoEB/UxispECVGPAkeRb6mja0T7FJkS1AZ2lTUCEaREnHrx0Y+fhvUv4mnIPSQ8ntqFALHCgL77LTRuf4/aZQ9iGvEyMkN6q/uIRCI6RGnY0CwyTEDgZCOTihmeYWLngyOZv7eKAzVWhmdE0ivREFQML+y+EjF6pbTFxdGMQ9G7+6usnP/J+qCiEFUWFzO+3criWwbx6LgOpBpVrRb0EwhgUmi4J2c4l6T34KeC7dg8LqamdiVdG4lGKmPXBQ8yp3AXZTYzoxM6YFKoWVyay4+jr6GbKZEkzZ/zsl1Utp8H1s8Jaqt2WtlTX0kPUwKXZvRkSdkBJCIRo+KzWFtVSKRCjcXt5NZVPzJn3A0oj/J9K7U1cN7898hrrOXOLkNbPb9GKND3t8eoknFD/xTOzY5h1o5y6u1upuTEkRWlRiwScf03W1iZfyQqzu+Hn3aUI5WIuHFgCkmGE4tsTTaq+P3GgeyuaGTunkoS9EomdYklQa9EcxbbLPwdKLTUMer3t6hyWLh2+de83H8KDq+bjdXFpOlMDIpJQ4Sf67L60dOUQIxKR0d9NE9tnc+OunJe7DeZf/Uczw8F29HJFAyPzWB3fTl7zJUAKMSt/30MciV2rxuf38+XeZuRS6S8NmAa2pPs0S8gcDZzWu9yDz300HFvKxKJmDZt2gmfMy4uDp/P1yQ8AnTo0AGA4uLiFsXHhQsXtnjM1lb+zgRJRhVJRhXndT6+F9LSRgfPt1DRurjBwd5KK2M7RvOPQS1HNaUYVcTrFZSZQ/0KJ3eJJeYs8y0ps5kptjZQbK0jRWsiSWNoquJb77RT6bCwu74CnUxBpj6K+7uORHqMUPoLU7vz+KZ5IZ4jkQo1V2b2ZVlZHpUOC3eu+YkIuYoepgScPg+v7lxGhi6Sm7IH0VEf8Fyze918l7+Vx3qO+1Ofy+PzUmozk9dYQ4PLQSdDDLEqLRFHiYkxSg3jEjoGRWseJkUTEVJpUuDEOJvuL+Hw+/0UW+sZHX/siLi2SKJazx+1gUJMyach8tGy+0scxUvRdrkaqT7llJ8PQCRTo+t2I+Zt71C7/CEiR72GVNO62NwxWsO8vVX4/f7T5lcrEMzZfm85HuRSCZmRGjIH/7nI6zidgtuHpPHMwtD5j1IqZli6CZvLw/OLc8NWo/X6/Hy8vog3LujW4uKuQChGhQqjQkXOUYtVbo8H/CIGx6Th8/uJUmopszfQyRhNkiYiRASEQGG8UpuZg421JGj0JGuMTfOTcltjSCQlwPT0Xry/by2/FO1CI5XTNyoZr9/HO3tX4/B6uK5DPyYn5/BDwTbe3bOaobHBCy0FjXXsNwdshmqcNtK0JvIttSHnGRWfRZSybS/UtpX7i0Elw6CS0Tk2OHBgR7k5SHhszg/byph9fX+yY07cuy9BryRBr2RMh+P3VW6rVNotlNnN5JlriFfrSdEGrulqh5VyeyO55iqilFrStBEkqg0tzi3MLgcbqoupcgSKyVY6LFy17EsS1QY6GaLJbawmXqWj1mWnb2QSFq+LKIWGcruZElsDdq+b29f8yO3ZQ0jRGJlduJNXdixFBMwaex1v7V7F2uoCRsRlsrQ8tFhoutZElcMa9M73We5GHuk+RhAfBQSacVrFx9YeWqeKvn378umnn+JwOFAqA6tV+/YFBJbU1BM36j8bsbl81LVSoXFHeSNjO7b+QEwyqph740DGvbOaSssR096eiXpmTuuKXnn2FKE4YK5m8oIP2NtQ1dTWLSKen8deh1oi44nNf/D23tVNfTqZgu9HXcPwuAzkLVRGA0jSGPlx9DVcuuSzpgqLEXIVP4+5no/3rwsyO65z2VnS7GG2z1xFssaIxeNELBLh8/vZUluCx+tFKjm+lx6318PaqkKmLvyIeteRVKCrMvvwfL9JTeIqgFGh5p3BFzFl4YfsqDviIRqv0vPr+BtI/JPRBwJtmxqnDZvXHfQdak8kaYw4bRXEaOWoTnGapKN8HZadn6BKHY88+vRG6gcEyBmYt7xB3YpHiBw1E7G85RevTjFaPt9UIhSdEfhbIpOIuW1IOltLzfy6u7KpXauQMPv6/iQZVNQ53Gwva9kfcGupGavTK4iPJ4jT42ZtdSEXLPyYOJWeF/pN4qLFn1BuP5KKOj6hIx8MvZSEQ/OPQksdFy/6lA01RU3bZOgi+XXcDDoaonH5PE0iYXNStEYWle0HwOpxhQgHexoqGRAdeB/Y1VCB1e0KEgtyG48c85mtC3lz0AXMWPktpbYj35MuxljeHnwR8cJC7VlNZWP4ApAQKO4ZoZKRZDg9VivtgSJrPZct+YzVlUc8MFM0EcwZdwMvbV/CpweO+MXGqnT8Nm4GPUwJIQJkpd3CZ7kbwnq7ltgaKLE1oJcpeanfFK5b8TX3rP25qT9LH8WHQy/luuXfUGY3s7qqgPc7XsKz2xY2CYmf5m7g7cEX8X+bfufjYdOpcljYVV/RdIwEtZ43Bl3ALat/CDq31+/D7G75OyUg0B45reJjYmLi6TwdANOnT+eLL77gvvvu46677qKxsZEnnniCAQMGkJOTc9rH83dAJWs99ajzca7qdYvXs/7u4eRWWymst9MlRktyhIo43dljtl1pt3DRok+ChEeA7XVlXL30K/7TZ0KQ8AiByoaTFnzAjvMfIKuF1GoAlVTGuMRO7Dz/QXbUlVHvcjAgOoXrV3yDzePigrSWhYRzk7Lx+n2Y5Cr6RCbh8nnpaow7buERoNjWwDl/vNskfB7mswMb6RoRxz05I4J8KlN1JuaNv4lCax176itJ0UaQpY8kSWM87nMKtA8OG3XHqtpn9b4ktQGcGiJ1p7YohNdWScO655CZslGmjj2l52oJsVyHrusNmDf/j/p1zxAx5ClEovCfOzs68H1YX1QviI8Cf0vi9Uo+urQnpY1OtpY0EKWR0yVOR6JeiVQiRiOTkB2jY1eFJez+XWK1bdJW5nRTaK1n0vwPsHpcvDn4Qq5b/jXVzmAv8T9K9/HU1vm83H8KTq+XW1b9ECQ8AuQ11jBlwQcsPvdW5GIJ6VoTBy216GQKOhtisXldFFsbyNJHhRUmAbJ0UZTZzPQwJTAqLhO1LDhzJ71Zwb98Sy23r/mJ5/pORISIElsDg2JSSVIbSdOZTtJvR+BM0ZqVgkgU8DYWi4Wo/pOB2eXgnrWzgoRHgEJrHZMXfMBjPcYGiY8V9kbGz3uHDVPuIUUbEbTPnMJdvLFnJfd3Hdni+R7oOpJ71/3M5pqSoPZcczV3r/2Zh7qP5q61s+gdmUhHQzS7Lvgn22pLqXJY6BWZSIJKz4SkTmyvLePDodNxet3kNtaQpDFQbmvk9jU/BRWxARCLROiFqEcBgSBOq/j48MMPH/e2IpGIZ5555oTPaTKZ+OKLL3j22We55JJLkMvljB079k+Npa0Rr1dy34hM/jVvb0hfrE5Bl7jjj2ZKNqpOS9rhqaLS0ci2urKwfSsqD2LzhI8Qdfu8zC7cyb1dR7R6fIVEiloqJ1FtpMiaT63TxqrKfAD+3XsCGqk8KALywtTuXN+xP3saKtlbX8nwuEz+0/tcNlQVMiW1K40uJzr58T3IFpXlhgiPh3lx+xKmpnRlWUUelfZGRsRlkaGLJE6tI06to3/06UntFDg7OSI+ts/Ix3i1Hpxq1NG+Y2/8F/H7vdStfRrEUrTZl7Uo+J0OJOpotJ0vp3H7B1j2fIWu8xVht4vUyInRyllbWM+F3RNO8ygFBI6PKK2CKK2C7vGhhQA0CikPjc7ix+2h8wKRCO4dkdXmisIcD2U2M/vNVSyvOEiS2sCwuAwS1QYUrWR/tMbyijysHheRCjV2jztEeDzMx7kbuCl7MDKRmLkle8Jus99cTbndTK/IJP7TewLVTivxKj3rq4vQy5X0jUxGJZHye3Ho/mKRiJuzA0Vn1lUVIRWJ2W+uIkVjJOpQle10rSko1TqvsYarl32FQa7k3pwRZGoj2VBTzOcHNtItIp5ekYkh4ojA2UGsVkGfJAMbixtC+s7vGt+q373An6PSYeHnQ1Xtj6bAUodBrkIhkQYVeKlx2thdX4lWpqDE2sAfJXtBFMhWm5rSlXi1ngi5ijpXaOGnkQlZ/N/mUFsGCEQ/p2ojeKHfJAZFp/LqrmUYZCrGJ3YkJyKOvMYafi7cGbj3xWagksjYUVfadA97cP0c8poVtjnMxWk9iGmn82QBgZY4reLj2rVrj3vbv+oX9dxzz4W0paWl8c477/yl47VFZBIx/xiYQqnZwXtrCvAd8jbKitLw07X9zmox8c/S4HK02m9pJVx+d7OQ+5Yos5mZsfJb5h6a9H476uqmvqe2LOCz4Zdz+5ofKbWZuTS9JwNjUpm84AN8zQynhsamc1eXYfSY9TKvDZzGlZm9MciP/Tfad1Q0Z3OqnVa21pbyj5XfNbUNiE7lu1FXCynWAsek0FqHUiLFIDt7opxPJl6vCNxKRArXsTf+i1h2fYa7dg/6Hrcikp35KMLD0ZeWXZ+giOmJPDJ85kDnGC2r80P90AQEzhY6xWj44ore3Pz9NhqdgRdfg1LKB5f2JCvqzF+Lp5siaz1T5n/ItrrSpjaZWMLPY65jVHxWq/YzLZF7KAoxUqGhxBYq9BzG6fWwv6EK2TE8tqscAfFySGw6Vy/7iuUVRwoqikUi3h9yCXPH38hFiz7F4gnM64xyFd+OuoqFZbk83swr8vHNczk/tSuvD7qAOJWeRI2B38ffyIWLPm5KtRQhYmJSZy7L6EXfX16jvFm6Z6RCzaJzb223BdnOZmJ0Cr67ui/TP9/IusL6pvbzOsfw6tScs8pS6u+OzeMKetc5miqHBZ1UEVJdWieT88iG33hv35qg9ls7D6HYWs+nwy/njjU/NS0WSERiZnQcgKuVKtWHt1tefoAHDxWsUkqkfK+7hkc2/BYUpCIXS/hg6KV8tH8di8pyiVSo+WLEFTy68Xc21hQ3bTc5uQsv9puMToh8FBAI4rSKj4sWLTqdpxNohVidkhcmdua+EZlUWZxo5FJitHLi9O1LTIhWtpw2KhGJm0Q+ESKGxqaTpDFQaKljZWU+I+MzWz22z+9jc3UJFrcTESL8+FFKpE0ejuuqC3ls0+/8u9cEIpVqEtVGBvzyGn6CH8YrKg7SLyqFcQkduHPNTwyLTae7qWXx0efzIRaLGRyT1uI2WfqoEG+UtVUFvLpzKU/3Oe8vvUwItB8KLHXEqnTttqhIUa0LEOEUNR5z27+Cs2oblt1foko7B6kh7ZSc46+gShmHp34/9eueI2r8e4gloc+LLrE6PlpfhMvjQy49c9GaAgJ/FZ1CxoXd4xicFkFFY+D5HauTk3AoNbs9YfO4eGLTvCDhEQLZH9MWfsSuCx4MSks+Xvof8lgstZnpoG/ZY9ykUOP0eZCJJcjFElw+b9jtkjVGvD4vH+9fHyQ8Avj8fm5Y8S07zr+fbeffR7m9ETEiIuQqal32IOHxMD8V7GBCYjYzOg0EoKMhmgUTbqbSbsHicRKl0KCWyjj3j/eChEcIRGdduOhjlpx7ayBKXuCsIs2k5pfr+1NpcWF2uIlQy4nVyolQn12FNP/u6GRKlBJpixlaHfWBApnVTit6mZIxCVkkqA2U2xtDhEeAN3ev5PPhl/PE5nn8s/so4lV6HF4PGToTfn8gE00qEuPxh89YiVSo+aVod9PP09N78cWBTSHZcS6flxkrv+XbkVezqCyXGqeNK5Z+wf/1HMf7Qy/B6nFhUqiJUYYW9xQQEID2NYsSCEKnlJEVpWFQmonuCfp2JzxCoMrzBandwvZdk9WXSIWa4bEZzBl3A4NiUnF43QyLy+D38TcyIi4j7H4en5cD5mpe2L6YD3PXMjgmjTnjbmBobDpzS/ZySVqPpm131VcwY+W3vLh9CbMKtocIj4f5eP86Ls3oBcAH+9aF9Nc7bWypKeGO1T8yfcnnfJu3ha4RcSS0MPG9r+sI3t8bGon8zt41VDjCe10JCBwmv7GW2FaE+7ZOfk0gcqbGF5pmc6L4XBbq1z2HzJCOMmX0ST/+iSASi9F0vBSvowbLjo/DbtMlVofD42NractFOwQE/u7IJRJSI9T0T4mgX4qRlAh1uxMeIeCL/UXeprB9Lp+XdVWFf+m43SPiSdFEYPE4qXPZWowSvL3zUD7L3ciswh1ck9U37DbjEzoiF0vYWFPC/3avCLuNHz+zCneQqjUxIDqVftEpZOgj+Xj/+hbH+NKOJVTYjiwwxap0dDPFMygmjQ6GaGqddna2kAGTa66mUphLnbVEaxXkxOkYlGYiO0YrCI+ngHiVjru6DA/bNzQmjWqHlRs6DmDVxDt4f+glaKUKepsSeXXnshaP+fXBLfSKTOSWVT8wbeFH3LnmJ0psDfxWvJtGt4NrOvQLu9/EpM4sKw9etDg3KZvv87eF3d7p9XCgsZp0bcDntcZp4+61P+PwehgUk0YnQ4wgPAoItMBpDW8aM2YMb7zxBtnZ2YwePbrVqBmRSMSCBQtO4+gE2iNGhZrXBkzDKFfxae4GPH4fcrGEGR0H8kiPMWikMh7tMZYpCz8MCv1/bedy5k+4iSRNsK+P3+9nfXUxY+e+FbSaN3PXcj4ZdhnPbVvEfV1HoJLK+OLAJlw+LzKxhGkpOeSG8Qs5TJ3LjkYamPyU2hrw+nxNxWIaXHbe2buGRzb+1rT9DwXbGBqbzh/n3MTNK79nReVBILCy93jP8eSaa9hZXx5yHqvHhcd36nzsBNoG+Zbadu1pdbDaiVrhp8JpxuP3IT2JfowNm2fid1vQdL/pjPo8toREHY0qZTzW3B9RpY1DZgiOAO8QrUEmEbGqoJZ+KcYzM0gBAYGTgtvnxd1CtCFAmf2vRX9n6CP5ffwMbln1A49u/J3Phl/OzF3L+aNkH3786GQKbus8BK1MzvzSfYhFIt4bcglamYK39qzC4fUgEYm5NL0HT/Q6h/Pmv8fTvc+j1mlr8ZzF1uD0bq/fT2krKd81TluLUVIAdm94T/Cm/hY8wwUEBEAplXFXzjBEwGu7lmP3uhGLRExNyeHarP5cvvRzHuo+mrf2rOKzAxsB6GCIbrJYCEe1w9pUCLRvVDJP9jqH/Q1V5FtqGfH7m3ww9FIkIhGf5G7A6fUgFYm5LKMX/+p1Dn1mvxJyvNbufdVOa0hKtfkYVl4CAgKnWXzs378/Go2m6d/tNWXvRKizBTzGhFW4k0eCxsCrA6bycI8xWNxOdDIlcSotKqmcYms9Vy//KsRzxO51M33JZ6yfdDdSiRipSIJergx4Ny7+NCSNwOH1cPfan3m6z7lcs/xrrsjszdLzbqPc3ojP72NVRT5jEzrw7t7QVAKAQTGpTWLh1JSuQVWqS2wNQcLjYVZUHOT9vWv5bvTV1LscOL0ejAoVFXYzd/0yK+x5ukfEo5UK3y2B1im01tMvKvlMD+OMkV/jIEonoRAfZTYzySepIry9cBGOosVosq9ArDw5xzwVKJOG46xYT8OWN4kc8RIijjzL5RIxnWN0LM+r4a5h4aPDBQTOdswON26vnwiVrE1Xv9XKFGToIsMWU4DA3OSvkm2M5etRV9LoduL2+Xh38MU0epzsqq/A5/fzxYGN/FK0CwikTt+7djbbz7+f2zoPpdHtQCuVo5LKuXvtz+Saa9hRX86gmNSQ6rmHOS8pO+hnmVjCtNRuTec4mpFxmejlLWcERSk1yMSSsAKFVCQmph1nB7QF7G4PNpcPrUKCQtr+ikydDmJVOh7vNZ4bOw2k2mml0e2g0m5hdWU+fSOTyNRF8n/NbBG21ZYyNDadfebwnvbnJHZiRFwGw2Mz2F5Xxj1rZ/Fk7wl8si5QNfuGFd9wWXovvhhxBT6/n0S1gZyIWLx+P/2jUphfuq/pWFUOa6v3vh4RCczceSTSWoSI1Ha8KC8gcLycVvHx2Wefbfr34cIwq1atYtWqVZjNZkwmEwMGDGDQoEGnc1hnBSUNdv7YW8V7awMpLjcOSGF8p2gSDe2nOMypRCNTkBHGFLjKYaEizMp+mtbE64PO5719a/m5cAc6mYK7c4bTUR9NeQuRAGV2M0a5Cq/fx9LyA0xM6sylSz4DIEUTwc3Zg+mgj2L/ISP2w4gQcV/Xkdy55ieSNAaGH5XuPatgR4uf6629q7i763A6Go54KklFYrpFxLM9TJXv/w6YSrRKmDALtIzZ5aDeZW+3la4BDla7yIxRUugJ+F+eDPHRa6ukYfNryGN6oYjtdeKDPIWIxBI0mVNo3P4+ztLVKBMGB/V3i9cxb28Vfr9fWGQUaFOUNzpYk1/Hq8sPYnN7uKRHAhf3SCA1om2m2MWr9bzSfwrTFn4U0jcwOpW0Q2mHf4Vqh4VtteW8smMpVU4L5yV15qrMPqyvKuLFHYtDtn+i13hilFpkkiNC0N76Sn4q2A7AB/vWMnPg+Vy86NMQC5sO+ih6mBJDjjk6PosEtZ5SW7BNhEws4V+9xrdaLCJOpePenBE8vz3Uz/6OLkOJEeZSZyWNTjf7qqy8tOQA+6qs9E7Uc/fwTDIj1e2y0v2pRiGRkqYzUWFvZFNNCT8VbMfn93PRoUrRzatX/1y4k1/GXs83B7dg9QQX/IuQq7gsoxeXL/2cTTUlAFyU1p1fmlXU9vn9fJG3qclKIkUTwapJdxCv1vNs34ks+iUX76Fo53f3ruah7qODCnMeZkB0CuX2xqbiVQDXdOgrXPMCAsfBGasqUVtby+23387mzZuRSCQYjUbq6+t55513GDJkCK+//jpKZfvzIAxHSYOdyR+uY0vJkcnRmoI6eibqmX19f5IEAfKU4fKGrmgrJFLeGnwh1y3/OkhoXFJ+gIvSuvNUn3N5eMOvYY/n8fuYnt6LGzsN4MqlXyIVibk4rQf/6TOBdF0k8865iSc3z+PLvM24fV56mBJ4uPsYvjywiaGx6Tzd57yQdFezq+WK3E6vJ6SaXLxazy9jb+DprfP59MBGnF4POcY4Xh0wlb7tOJpN4PgosNQBgRev9ojd5aPC7GZUJx2ba+UUWuuA9BM6pt/vo37984gkcjRZF5ycgZ5ipBGdkEV0oHH7+yjiBwaliHeP1/PFphL2VlnIjmmf3xOBtkdFo5Nbvt/GzzuP+PxtKGrgteUHWX7bENJMbVOAHB6bweyx13PfutnsN1ejksi4oeMAHuw26i8vQtU6bTy1ZUGQR+PmmhJe372C5efdjkmh4vnti6l32UlUG3iqz7lMTOocJDxCYE51WCwotZn54sBGvhp5Jc9uW8jW2lLkYklTWmWixhAyjhRtBEvOvZVHNv7GTwU78Pp9DIxO5bWB0+jYSiEcALVUzt05w0lQ63l66wIqHRailVoe6j6ayzN6oxWq3J51OD1eZu+s4KovNze1bS5p4OMNxfw+YwBjOkQJC2qngBJrA3eu+YkNzapFr60qpIsxlneHXMzFiz8FAmnQj22ay9cjr+LlHUtYUn4AESLOTerEi/2mkKWP4qcx1/HM1oV8krseuViCrRX7A6vH2fSO1NkQw7LzbuWONT+xqaaEXfUVeHxefhpzHQ+u/6Xp3jej4wCu69CfS5Z8AgREz3u7juCGjgOaipQKCAi0zBkTH1944QXy8vJ4/fXXm/wffT4fc+fO5V//+hcvvfQSjz322Jka3t+KuXuqgoTHw2wpMfPH3iqu759yBkbVdvD6fFQ6LPj8fkwKFapmaccxKl1INbaL07rzee7GsBGO3+dv4+K0HhjkShqO8v5QSWR0j4hnQmIn7F43S8+7DYlIRLRSg+bQJDVVG8Hrgy7gX73OwePzITuUXt0vKpkopSbsZHZySpewUQIAo+M7YAizT7LWyKsDpvFwj7F4fD60Mnm7jmQTOH7yLbUA7fb7crjYTLxBTqxdS/4hMfZEsO77DlfVdnTdb0IkOzsmryKRCFXauZg3z8RRtARVs+I4XeN0SMUiFufWCOKjQJthd2VjkPB4mJIGB68tz+O5iZ3bZHqmQaFiYnIX+kQmYfW4kYnFxKq0KCSyv3zMUltD2OIwDS4HD22Yw6fDL+eyjN64fB6UEhkJan1Y0UctldE7MrEp0umngh1sqSnlH9mDeLTHWLINMaTrTKhbsZPJ1EfxwdBLeb7vJHz4MciURCo1x/U5YlRabu08mGmpXXF6PSgkUuJV+iBrHIGzh3Kzk5u+Dy0y4vX5ue6bLay5c6iQcXYKWFp+IEh4PMyu+gp21lfQPyqFddWBzL8N1UVct/xrZg6cxrtDLkYsEhOpUDdZJCRpjLzSfwr/7D4a/LC+pohZheEzxKakdMWkCPw9lVIZA2PS+H38jTS4nEjEIqIVgfez/lHJQfc+uVjKogm34vC6kUukJKh0SMRt794vIHAqOGNPx0WLFnH//fczZsyYpgmFWCzmvPPO45577mHOnDlnamh/K+psLt5bG96/BuDdNQVNPpACf54SawMv7ljMoDkz6fXzy9y2+if2N1ThO7SSHq/S8XSf84L2GZfQiZ9aeJABLCjdz9CY0EioZ/qcR4rWiEamIEqpJVMfSZrO1CQ8HkYtlZOqjSBTH0mKNoIUbQRpOlOLq+hZ+ihGxmWGtMvFEl7qPxljCxXXlFJZ03naq5Ak8OcpsNQhE0swtdNKfnlVDkQiiNVLiVFqKTxB8dFdv5/GnR+jTB6BLCLrJI3y9CDVpyAzdcay54ugNEeVTELnWC0L94f3ZRIQONvw+/18tK6oxf7PN5ZQbW3bc7E4tb5pXnIiwiPA70V7Wu4r3kuDy0Gy1kimPopEjSFEeLS6nWyoLuKz/Rt4uf8UJM0irw9aanl4w698tH8dGqm8VeHxMFqZgjSdiQxd5HELj4cRi8QkaQJjTdIYBeHxLKaowY7NFb7ISEmDg2qrUEToZGN2OVr0uwf4qWA75yR1Cmpz+73EqfXsb6hGL1OEeLMefr9J1UUwKDqVrsa4kOPqZUr+2X1UUMAJcOT9THvk/ezoe59IJCJRYyBTH0WyxigIjwICf4Iz+oSMjIwM256eno7L1bYncScLvz/wn8Cfp9TawPkLP+LRjb9TZK2nxmnjk9z19P/lNQ6YAwbDSqmMq7P68svYG+gVmYhWqmjVAwhALIJ/9RpPn8gktFIFvSITmTP2Bq7M6n3CE/ZwxKp0fD7iCl7qN5kUTQQ6mYLzU7uyYco9dDbEnPTzCbRv8i21xKl0iNtp6lFetZMYnRS5VEysSkehpQ4ff+0m7PM6qV/7DBJ1LKrUc07ySE8PqpQxeMyFOEtWBbX3SjCwOLcGn094QAm0DfytTLaO9hgUaJ1j3TOP9dtcXVnAwF9m8uTW+eQ2VLNy4u1MSOyETqYgXWvixX6TeX3g+aTp/ronpYBAKMJ1frI51m/U7/fTy5RInEqHUa7iysw+fDPyKu5c8xMTF7zPJ7nrsXta1gwSNQZ+HX8j/+o5nniVHoNcyTVZfVk3+S4ydeF1CAEBgVPHGUu7njJlCu+++y4DBw5EpToSwu7z+fj888+ZNGnSmRra34oItZwb+qewrrA+bP+NA1IwaYTqxH+FLbUlbAwT5m92O3h62wLeHHQhaqkck0LNecmdiVfr2FpbhsvnZWpKDl/lbQ5zVLgysy99opL5bfyNOLxulBIpUceoeuj3+ymzmXH6PCjFMlx+L16/D71MSdRxrMLHq/XclTOM6Rm98Pp9GGRKdK1UaRQQ+KvkW+radRXPvConcfrAPTdepcPh81BubyRBpf/Tx2rc+jZeWwX6XncjOgULE6cDqSENqSEdy/7vUCYOaWrvlWjg043FbCppoG+y8cwNUEDgJCASibi+fwqfbyoJ2395r0SihLnYcTM2oQOPbAzfNy6hAypJy68nBxtruGX1D02C742rvqNnRAL/G3Q+RrkKqVhCvEJHldtKoaWOaKWmKbqp3mWn3hkoXhGpUAvzJIEgkgwqVDIJdndo9GO8XiFc46cAg1zJjI4DWF6RF7b//NRuLC07wP/1HIdcLKFbRDxj576NxeNChIjFZQeYnJyDRCxGJZERrw6diyVpDDzaYwwzOg04ZLGlRi2VU2FrpMEdsMiKkKuEgpsCAqeB0yo+Pvzww03/9ng8bNu2jTFjxjBixAiioqJoaGhg9erVVFdXc8kll5zOof2tObdzDN0TdGwrDfYY7BavY0K2ENn2V/D5fXx+YFOL/T8X7OSp3ucGpeu8tnM5nx3YiEIi5ecx17GwdD+VDkvQflNTckg+ZGp+PKIhQJXdws+FO5i5azkv9JvMV3mb+C5/G06vhz6RSbw6cBq9TAkhqQFHIxaJwz50BQROJvmNtSS00++Z3+8nr8rBkKyATUGcOvD/g421f1p8dJSuxpY3B02HC5BoYk/6WE8nysThWHZ9grt2LzJTID0qJ1aLRi5h7t5KQXwUaBN0jtUxsXMMv+6uDGqP1yu4Z0Rmm/R7PFVU2Bu5Jqsvn+RuCGrXy5TcnTM8yGf7MNUOK78X70YvU5LXWBPUt6WulGG/vQHAB0Mv5cf8bfxavBuFRMpVmX14vOc46l0O7ls3m/ml+xCLRExO7sJzfSfR0dB6YRmB9kO8XsFbF3bj2q+3BLVLxCI+urQnCXpBrD4VjIrPok9kUkhASLYhhu6meC5c9ElT21O9zyVBbeBAYw0fDr2U7XVlDJozkzqXnTStiWf6nMe4xI4h1kASsYQEdeD9zOPzsK22lH+un8P80v2IRDAhsRPP9p1IF0MsYsE6QUDglHFaxce1a9cG/RwbGxu2PSIiggULFgSJle2ZJIOKOTcM4Pfdlby3tgC/H/4xMJVzs2NIMgrGx38FsUiMthUxTy2VBaWVOjxuVNJAZJLT62FB6X5mjbmO7wu2sbB0PzqZgunpvRCLRLy7dw0P9xhzXD5DDo+bt/as4sktf/DJsMu4b91s9jQcebHZWFPMiN/eYOXEO+gfLRQWEjjz5Ftq6R2ZeKaHcUaotnhodPpIMAbuBQaZErVEToGlliExacd9HK+9hoYNLyKLzEEeP+gUjfb0IYvKQaw0YTkwmwjTAwBIJWJ6Jxr4bVcFj43teIZHKCBw4sTqFLx3cQ9W5Nfy6rI8rC4vl/RI4PJeiaS20UrXp4r95mq6GON4f8glfJG3iRqHlSGx6UxNyeGRDb/x/Zhrg7Z3e718lruB+9f/wm/jZrR6bIfX3VSAxun18EnuBqZn9GLago+weAIFw3x+Pz8X7mRFxUHWTb5bSM8WAEAhlTCtaxxr7xzG84v3s7/aSq8EA/ePzCQzSiNUuj5FJGoM/DTmOv4o2cs7e1fj8/uZkpJDTkQc/1j5XdC2aqkMl8/L/V1H8nPhDn4s2N7Ul2+p5fKln/PmoAuZ0bF/i16MueZaRvz2JuZDUY9+P/xWvIfVlQWsmnSnsCAhIHAKOa3i46JFi07n6doUSQYVNw5M5cLu8fj9ECmE/h+TaoeFGocNj9+HUa4i8VBE4mFu6DSAD/avC7vvjR0HEtsstbTMbmZ8YqcmU+RhsRmM/P0tRsRlMCm5C3avm1d2LiWvsQaZWMJ1HfuT0YKXSK3DSrXThsvnQS6W8tz2RSSqDTh9HvY0VNI7MpFbsgdjkKuQisTsqC/n2a0L+WDYpe22yIfA3wOzy0Gdy05cOy1QdKAqMFFNMAbuvyKRiDiVrskj9njw46d+wwuACG3Hi9vEy4xIJEYRPxB74Xx8PW5CLA9EgfZPMfLfZXnUWF3CM0ugTRCnV3JR9wTGdojG4/MRoZIjEZ/91/CppurQfMzr9xGhUDE1pSuZ3z9DotrAhWndiVSoiVJosHncPN3nPHx+H26vF5lEgt3josjawBOb/wACxWEGxaSyujK0GKNcLCFJbaTMbm5qm5qSw5cHNjUJj82pcdr45uAW7u86UigUIwCAXimjX4qRT6b3wub2opVLUcmFqObjoc5po9phxenzYJSrSFDrEYuO77pK1Bi4rmN/xiV0pNRuptIeSInOMcax7FBKtlQkpoM+mkJrHUNj03l+e3hd4dGNv3FuUjYp2oiQPrvbzZt7VjYJj0Hjd9n5JHc9/+o5DpvXQ5XdgsPnwShTkaA+9RWtbW4X5Y5GrB4XOqmCeLUeRSsWFAICZyPCN/osw6QWXuCOhd/vZ2d9OTes+JYN1YHqlMkaI28NupBhcRlNVaOzdFHc1nkIb+xeGbR/t4h4ZnQaEPSQqbBb2FRTzI0dB/DevrU4fR5cPg/zS/cxv3Rf0P5un5dqhzWs+Li3oZIbV3zHysqDAPww+hqcXg/dIuJZU1nAlZm9GRmXxRNb5lFsbQCgb1QyT/Y6B4fHDa3XuhEQOKXkW2qBQOW/9khupRO1XEyE+si9IV6t50Dj8YuPtv0/4qrYhK7bPxDJ246/kCKuH/aCedgL5qPpcCEAA1Mi8Pnh190VXN03+QyPUEDg5GFUnZ0eracbn9/Hjrpyrl/xDZsPRSOmaiN4c9CFfDfyai5e8imf5m7gixFX8NaeVfxWvBuf349epuT/eo7jorTuvLh9MSPjs5rEwzqnncd6jOOqZV9S67Q1nUuEiBf7TebdvauDxtDTlMinR6V3N2dO0S5u6jQIo0LIJBI4gkYhRaMQXpOPl1xzNTet+o4lZQcAiFZqebHfJCYl5xBxnNfWAXM1N6/6nkVluQBEKTT8s/to+kWn8PKOJTzfdyIf7l9LpEJDobWuxePUuew0uELFRYAqp6VpjOFYULqfGR0HcNvqH/mjZB9+Ah6RT/c+N7BQcpyWWn+WEmsD/9o8l89yN+Lx+1BJZNzRZSh3dRneZPEjINAWEO6qAm2OAksdI357k3qXvamtyFrP5AUfsnLSHQw4lL4cqdTweM/xXJ7Rm3f2rsbscnBVVh/6RaWEREmqpDKe2bqQx3qM45uRV2GUt/4gVYUpHlFgqWPkb28G+UQeTu1udDtI0aSSExHLxYs/DdpvQ3URVy79gtWT7vxzvwgBgZPMwcZD4mM7jXzMrXKQYJQFRSsmqPWsrszH6fUcc4Xa3XAQ8/b3USYOQ2ZqW6nIYrkOeWQ3bHm/ou5wASJERGrkdInV8vOOckF8FBBohxyejzWPMiqw1DFp/gesmXQnW6beS6nNzEMbfmVbXVnTNma3gwfW/4LH52VvQxXjEo/cL71+Hw+t+5WPh01nU00Jm2qKSVDpuaZDP97bu4Zfi3cHjaHR7SRSqQYzYYlWapFLhMg2AYG/SpG1njFz32oKmoBAtPO1y7/mpzHXMSUl55jHKLbWM27eOxRYjoiK1U4rD6z/hY+HTWfPhf9Egpgapw2ZWEKi2tDK0UDZwnxMKZES2UoWWaRCzeaaEuaV7G1qq3XauGX1D2ikcq7I6nPMz/JnqXVYuXX1D8wp2tXUZve6eWH7YpxeD0/1Ofe4rLwEBM4GhBwDgTbHL0W7goTHw/jx8+jG35oqHUKgKMzAmFQ+GHoJ34y6mmmp3YKExxqHlT31FVjdTn4ffyN+/Ny55iesbieZLaRV35o9GKVEyrqqQjbXlFBoqaPYUk9eYzVvD76ID4ZeSo4xDgiIOZ0NsaypKuS85Gxm7loR9ph1LjsLSvefyK9FQOCEybfUopRIiTiG+N5WOVDpIMEQPAFMUOvx4efgoajQlvD7PNSvew6JOhpV+nmncphnDEVcPzyNRbhrj0zaB6eZmLe3CpsrtICEgIDA2YfN4+JgYw1rqwrYUlNCqa0h7HZ+v58f8reFTW/04+eJzfMwKTRoZPIg4bE5L+5YwtVZfdlZV0HfqMACxrKKPFK0RqYs+JA5RbvQyxQUWOt4ZusC9LLQ9JDv8rdyZWbLgsFdOcOEF3sBgRNgS01JkPDYnH+un0O5rQXlvxnba8uChMfm/GfLfDw+H9VOK9MzetEnMgmZWNLiXHRYbAZ+/KytLCCvsQar+4jlgkws4eX+U/hm5FXMHns9/+49AUOzqve3dx7Ck1v+CHvcRzf9TkkLn/NEqHRYg4TH5ry5ZxXltsawfQICZyNC5KNAm8Lj87KorGWRblNNMRaPKyS9RiwSc7RtU6GljutXfMPiQ+H/AGMTOvDukEt4aOOvvDZwGlcv+yoo7efpPuciRkTPn19uqtaYqDYwc+D5vLh9MWuqCkhUG3ht4DRe2bGUV3Yu5Z3BF3Pt8q+pdFia0pLCsbBsHzd1GihUYRM4YxxsrCVOpW8TPoV/FqvTS0m9m+Edg6M+41U6xIjINVeTbYhpcf/G3Z/hMReg730nojCR0W0BaUQHxAoj9vx5yE3ZAAxPN/H+2kJ+31PJhd0TzvAIBQQEToQqh4U3d6/kuW2LcPm8QCCN+sfR19LdFB/k7+b0eljcSnrjxppiVlUeZL+5usVtap02lBIp/9u9go+HTef65d/w4b51fDPqKvabq9lQXdRkr6OSyHhm8nmsry5iZWV+0zEONtbS05TI1Vl9Q9Kv7+86kq6HFoMFBAT+GisqDrbYt89cFbZ6/dGsanbNHs2Bxhp21pVz6ZLPUEvlPNnrHHbUlvHe0Eu4etlX2Dyupm2TNUYe7zmOob++To3ThlQk5u6cYdzXdRRunzckwnBwTBpfjbiSy5d+waXpPUnUGNlRVx52HEXWeuxe9zE/y5+lpIUFHAhYeYULqBEQOFsRxEeBNoVULKGjvuUqZckaI/LjMAyuc9i4edX3QcKjRipnX0M1H+1fx7N9zkOKiFUT72BbXRnba8sYHZ9FtdMakjZdYmvgyqVf8P3oa5g4/33qXHYe2fAbMwdO47z57/PctkV8Omw6OrmKJI0hqNp1c7INsYLwKHBGyWusaccp14GV86SI4AgZuURKrErHfnNVi/u66/Zj3fM1qtRxSLVtt1K4SCRGHtsbR/ES9D1uRSSRkWRU0SFKwzdbSgXxUUDgLOfXot38e8v8oLYCSx2jfn+LzVPvDaoaLRNLyNJHQQtrqkkaA3mNta2mT8rFEkQiERa3k/9smc/MgedT57Kxva6Mb0ddTaWtkXXVhejlSnIi4thdX8n0jF7c3mUoayoLMMhVDIhO4bu8rTzRazx3dxnOr8W7kIrETEzuQoJaT4RQyE9A4ITooI9qsS9SoUZ6HO8uWa0cI0KuahL9bB4XD6z/hd/H30id08aiCTezq76CA4019I9Kxunzct2Kr6k5FBji8ft4acdSxiR05P29a0IiDFdV5vPk5j9YOfEO9DIFKyvzSdIYcHg8VDutQdvqZIrjeof8s7SWBg6gkQmR2QJtB0F8FGhzXNuhH6/sXIrP7w/pe7THWGJULRd5KLU2UGCpY39jNdd36M+01K68tXsVd3QZilamoNjaQLLGSLYhhg6GgMgZpdTQxRhLg8vBvzbPC3tcu9fNzrpytk69j73mKgosdYhFYjZNuYe1VYWB4yjU3N91JDNWfhuyv1gk4vKMXn/l1yEgcNLIa6wl29CyuN+W2V/hQCYREaMLjVpMVBvY2xBefPT7PNRveBGJJh5l8uhTPcwzjiKmD47CRTjL16JMHArAyMxIPt9UjNnhRq9sm1GfAgJtnTKbmSc3h09HNLsdrKg4GCQ+SsRibuw0kDd2r8RP6Hzs5uzBJKj0xKh0RCrUTWJBcy7L6IVepuSDoZdS5bCQqjVicqvZZ67E7HaQooug3u0A/OikCl7atoT5ZfswylV0McYyMakzfvyk6iNYW1lIv+gU7s0ZgR8/ZbZGlpYfwOv308OUQKxKh65Z2rbH56XEZmZfQxU1Tis5xjji1XqiTlHBCQGBs5XRCR1QSKQ4w0Q43tVlOFaPk58LtpOljyZCrsLmdbO1thSpSEw3Uzw6qZwB0akoJdKwUZI3dBzAlwc2BbU9tWUBs8Zeh0mhpt8hL/+5xbuZuvCjsGP0+n38WLAjbN/a6kIcXjeRCjWdjbHclzMStVRGtFLLG7tXsvBQRt2t2UOIV538gouxKh0d9dHsC7OIPTo+ixhl2ylOKCAgiI8CbY4UjZFvRl7FVcu+bHqIiRBxd85wRsVntbhfrrmac/94j7xmlWuHxKTx6fDLuXDRx0EVbTvqo/l1/Aw0UjmPbfyND/ev5/Phl7eaPrS5toRCax2vN6uunamL5MNh0ym3mek9+7883edc/tFxIO/tW9s0WVdJZLw6YCpzi/dgUqqJOwUPPgGBY+H3+ymw1DIyPuNMD+WMsK/CToJRhuRofwYCEdVzinbh9nmRHbUqbt3/fSDdutediE7BivnfDYkmFok2EXvR4ibxcWyHKN5fW8j328q4vn/KGR6hgIDAX8Hl87RaYXZTTTFXHlWMIU0bwZcjr+Da5V83CROB+dgwukfEM37euzzUdSS/jJ3B1IUfUtWsIN/IuEwe7TGWKQs+pNRm5uuRV3LDim/Z3swfMllj5N0hF3PTyu+xe918MPQSSuwN7Kqv4MK07uyqK+fRTb83bS8XS/h42HS0MgUXLPwYj98HBBZ4n+h5DrdkD8Kk1ODxeVlXXcik+R8EVc2dmNyZtwdfTIJamIcJCBwmWW3g93E3MnXhhzQ281c8P7UrqdoIhv/6Jh8MvZTFZbmU2sy8uGNxU4CIVCTm+b4Tcfm8fDLsMm5c+V2QT+y0lK7c2HEgXX58MeicexsqsXvc0MzmdW1VUYtjdHg8YRdBDrO7vpJFpfspsjUwc9dyIFCcZubA89HI5IiAO7oMRXYKilPFq/X8PPY6zv3jffKb+Yf3iEjg/aGXCNHZAm0KQXwUaHNoZAomJndh5/kPsqehEpvHRTdTPDFKLYYWzIkr7I1cuOjjIOER4PzUbly17Msg4RECHib/2TKfgdEpfLh/PQBFtgY66qPZWR/eK6SzIZZfinYGtR1orOH21T9ybVY/bB4X966dzZpJdzA1tSu55mrUUhmRCg1v7lnJgtL9iEQi7soZFuSrJCBwOqiwN2Lzutut+L2vwhGScn2YFK0Rt9/LgcaaIN9Hj7Ucy67PUSYORapLOl1DPeMoonthL/wDn8eGWKomWqugd5KBT9YXCeKjgMBZilwsJVUb0WJRiD5Rofc4rUzBlOQcdp3/ILvrK3B43XQzJeD1+egz+7/YvW6mpnXnhhXf8Er/KUDAVzJDF4lWpuDKpV+wp6GSf3YbzUs7lgQJjxDwYLtt9Y880mMMj2+ay3t71/Biv8ncv+4XpCIxH+xfF7S9y+fliqVfMnvs9QHv4kNahM/v5/HNcxkYk8qYhA4UWxs4Z957QV5yEEg7n7lzGf/uPQF5C9V0BQTaGzKJlCGxaWyeeh8bq4sotZvJ0kWxqjKf61d8g9fv45GNv/F0n3O5a+2soH09fh/3rf+FH0dfy6s7lvHekIuxe93UuewMjkljduFOPs5dzz+7j+SZbQub9ss2xKCSBmdS9ItKYlhsBnavm001xUEZcAlqPWKRKGxWHEC6LoIrl33Bt6Ou5tPcDdS77Di8Hm5Z9QMbp9xDglpP5CmMeu5oiGH5xNsotNRTaK0jUxdJosbQbufcAm0X4ckp0CZRSKSk6UxBKUCtUWm3hDUY7hWZyP3rfwm7T5/IJJ7fvrjp5w/3reW+riO5edX3IduqpXJ6RyXy+Oa5IX3b68qavE76RCXxS9Funt66gFiVFpfPG1TQ5sUdS7g0oycJrXgkCQicCvIaA6ux7THiw+byUlTrYnBm+NSXBLUBqUjCnvqKIPGxcds7iKQqVKnjT9dQ/xbIo3tgOzgHZ+lqVCljAJjQKZqnF+ayt9JCpxghhUhA4GwjXq3nyV7ncO3yr0P6DHIlQ2LSw+6nlMpC5mOf7F+P3etmYFQKexsqWVNVwJqqArRSBXq5giqHle9HXcO6Q8VkBsWk8vz2RWGPn9dYQydDNC/0m8T66iJ21Vfw6fDLuG5F6DghUGn71+LdjE3owO/Fe4L6nt26kH5RyayrLgwRHg/z1p7V3Np5CCnaiLD9AgLtEalYAvi5bfWPyMQSKh0WvIciiwEmJGXzyo6lLe7/zcEtJGuNXLrkMwxyJWqJnOs79GdB2T72NlQxb/w/gsTHJ3qfg6lZRGCFvRGtTEFPUwJamYIneo3n24Nbm4pM6eRKpqbk8FOY1OsB0SnIxBJEiPjiwEYuTO3WtHDh9fuYVbCD/+s17kR/RcckQW0gQW1gIKmn/FwCAmcKQXwUEICgNIHD3NRpUFM1x3BEKzWUWI9UKNtvrqbQWsfjPcfz4vbFTebIyRojnw6/jH+u/7XFYzm8bkT/z95dx0d1pQ0c/437xN2IEQKBJLg7RUvdjbq7bru77W7fdrt1oS2lbtBuC0UKtLi7W5CECHGXyUzG3z8CKSGToIGQnO/n08/75p5zz5zJMjd3nnvO8yDBX6Uj31yFGzeFlpom/YosNThcLg8jCELrOr76tzXy3bR1h4rqcAORvp5XPiqkUsK0RvZXFnPlsXtGa8lO6vLWoutyCxK5+sJNtg2QanyQe3XCcnRlQ/BxSIwfXuuymL4xm3cmd7u4ExQE4ayMD+/Cv1LH8vruZQ3bqGMMfvw68g6iziAYl3Vs9WSid3CjrdwmhxWTo/5+rO6EqrIt3YsB5JgqeXTjbw33ctMHXtfo/uxk+eYq/FVNVzHlmiuxu5xknrTb5UQmh/WU8xGEjqjO2bRIy3H+al2LVZ3zzFWk+tUX5Kuy1VFFHbnmSvxVOjbZcupXKgN6uYp3+04m1fev4n355ipuWfkjq4uONBrz/3qO557O/fBT6TDbrdwa2wuHy8X8E4rODA2K4fkeI0mvLkMlk5FnrqbzCQ+RAQ5Wey4EKgjCmRPBR0GgPpA4JrQzYVovsmsr2FCczYTwRBwuFxIkHvOEHKwqoadfOJtLcxqOvb5rGVdGJrF+0qMcqipBIZVRUmfC5XKzrSzX42tLkKCVK3Hj5lB1CePDuzQ7zx4+IahlomCDcOFl1pThq9I22ebSERworEMl91xs5rgovW/DlkA3bmp2TUNujEIZmHKBZtm2KP2TMWcuwGU3I1VoUcqkjEsI5KvNOfx7bAI6lbj9EIRLjb9az9NJw7glthcldSZUMjmBaj0hzayIdxwL0slPync7ILD+Kc2KwnRuj+/V5Dyo3zFy/P5LJpE0W9ACwFelxWT/a6ViWlUxPf3CGwpFnCzFN4w/Tlr1CNA/MAqtXNFQwMKTCJ03WnEfJghN6ORKfFXaRju2jjtUVUwf/4gmaayOS/EN49BJhftS/ML4JG0dcUZ/DAolGyc9RoTOG6NChUaupM5hB7ebBTlpTQKPAH/fvojtk58i3sufIksNo/74jAe6DODehP5YHHY0cgVbS3O5aeUPzBh+C3VOBz39wjhU1TjYODq08zn8VgRBOJFIHCd0eFanA6fbRZJPCMV1JlJ8w1h02T0cqC5maf4hru3Uw+N5tXYrb/Se2OT4nJy9zMjYzqLcNK5e/g33r/+VX7J2cVNMisdxboxOYVNJNlC/fShEa2x2a+ubfSa1WK1bEFpLRk1Zh9xyDXCgwEK4jxKph2Izx8UYfCmqq6GkzkRdzgrslRloYyY1PK3vaJT+3cHlwFqwoeHYFUnB1FgdfLvV84MYQRDaPo1cSbTBl74BkST7hnoMPBZZaliSd4ibVv7IjSt/4I/cAxSaqxvau3kHEWPwI8tUjr9KR4pvaJMxluQf4sZj902zs/ZwV3xfj/MZG5bA5tKcRg+Jv0vfwsOJg5DQ9Prro9TQNyCi0YNjAIVUxnPdR6KRK+niFUj8sXQ4J3uj90RCdSL1jSCcLExr5J8pntPMHKgq5tGuQ5B7yFmvkyuZGJHIkvxDDcdCNEbCtV4cri7l36ljiTH44avSMiNjG4eqS/ktew+3rPqR29bMJFhrYNWEh9HLm+5O+SVrF1q5kiCNgbs69+XtvSuZvPQrblj5PZOXfsW/dy5maHAMa4syUcvkXB3VnQVH0xrOD1DrWyxWKgjCmRHBR6FDc7pcrC/OJGXuu7y3bxULc9N4b98qxi/+nK5eQSwvSOfxbkO4P2EAqmPJxdUyOfcnDKBfYBTRBl9mj5xC2Ak5GAcFdmJMaGce7zaUx7sOQS2T8/mhTYwNS+CRxEFojj0xV8nk3B3fl+uikxkcFM3QoPoqws9sns83Q25keHBsw5ghGiM/Db+Nvi08jReE1pRRXUqwxnCxp3FRpBVYmt1yfVwnfX0+s91ludTs/waFXzfkXp5zoHUEUrU3cmMUdXlrGo4FG1QMifHjnVUZOJwifYQgtEeF5hruWfs/xi2ezuzs3fyWvYeJS77g1tUzKDgWgAzTebN47H2MC0vgxpU/8NPw27gyMgnpsYc13koNfkotjyYO5p7O/ZiVvYcU31Ae7zoE3bEAg0Iq4874Ptyb0J83T8i/DVBmNTPzyA5+GXF7o+3g/fwjWTnhYSK03vTwCWk43tkYwNJxDxBr8APqc6/9cdl9TAjv0hDA9Ffp+HzQdVwWJlZBCYInMqmMm2JSeLfvZLyPFfiUSiRcEdmNF3uM5rv0rSwYc0+jwH6ybyiLLruXj/ataSgGMyQohq+G3MAbu5czfdB1DA2OYWtpLj3mvM2I0M48vvE3rlvxHXNy9jI7ew9XLvua/+xaxp9j728yp/xjW721ciUv9BjJC91Hoj12DVFKZdwe15vb43rzZ95B/rjsPqYdWI/jWK7KQYHRrBz/4BmllBAEoWUSt7uZsk9Cs0aNqs9htWzZslP0FM63cqsZp8uFr0qLTHr2sXO700ml3YLJbqXf/A8o87BFIELnzSspYzEqVczJ3suVUUm43G4kEgmzs3bzv6xdPJs0gn+lXEaxtZYyay0SJCikMpRSKX5qPSqpjEJLDZU2C0drK8mqKSdU54Xb7UanUCKTSLE4bCR4BWJUqKl12LC5nPgqtajlckrrarG5nHgrNYRqjR12FVVH0lavL8EzX2ZCeCK3x/W+2FO5oEpq7NwwPZ0pA/3pEa5tse+be1ZynbyU/gW/Y+z1JHJ9WIv927u6nJVYcpYQOPlXpLL6vJeHS2u5/9fdfH9zKrf07DgVwNuCtnptES5tTpeTcqsFuVSKj0rLb9l7uHb5tx77fjfkJm6J60WF1YzD7UIpkVFircXhdKJXqKi215FWVYzN6eC79K0sK0jnhuhkrozqjkIqI8UnFJvbycGqYlQyOWEaL25a+T17KpsWDATYMfkpAjQ6Ko7Nz0+la6hYW2wxUW4148aNj1JLsLbpw7Uqm4WSulqsTgdGpZpQjfGc7j3bM3F9EY5zuJwUWWqosdtQHPu8mOxWvJRqOhn8KDBXU1ZXi0QiIVCtx1+tI99cTaXNglQiQSGRUuuwo1Mo6aT3priulkG/T6VfQCRDg2N4dONvHl935vBb+Wj/WtYXZzUcmzPqTi6P/CvPtNXpoMBcjclhQymVIZdIsbkc+Kq0BGoM5NdWUWGzoJDK8Fdp8W3FCteC0BGJpEvCJSHfXM3y/MNMTVtLndPBjTEp3BTT84yfRrndbrJM5XxxcBPzj+7nP70neAw8AhytrSRC78VPR3by45Ht/Hhke5M+XxzayMOJgwjTeRHWzDacTgZfdpblceWyr5ud1+bLn6CLd1CT4z6qloMdgnAh1NjrKKmr7ZDbrtMKLAB08lOdsm9nvQ9xObNQ+Cd1+MAjgCKgO+bM37EVbkEdNgSAeH8d/aN8+PfiQ9yQHIpcJr7IC8KlKqumnB8ytvFr1m60cgVv9bmcqfvXNtv/o7S1xBr9eGbLfGrsVq6MTGJKfF/ifOpXQq0sSOf6Fd81OmfGkR3MOLIDgD1XPoNcKmPy0q8ASPAK4KXk0dy+emaT1xoY2IkgrYEgjYEQbdP7s0CN/pRpbLyUGryOreASBOHU7E4HR0zlvL9vDWuLjhCq9eL57iNI8Q3FV63jqKmCWdl7+C59K3KJlPsS+jM+PLHF71EldbXk1FbwUf+r+NfOP5t97S8ObuL+hAENwcd4oz89/Ro/5FTJ5HQy+DY7RqjOS6RVEIRWJIKPQptXYK7mtlU/srIwo+HYnm0FfHpgPasnPHJGAcj0mlIGzP+QCpsFCRLMDnuL/Q0KNXXNJDgHsDgdHovRnOz4Ev7m20XlRKHtyqiuTxAe5uELXHu3L9+Cr06GUSM7Zd+BrgL8nTXYQgZdgJm1fTKNHzJ9KJa8dQ3BR4ApvcN5YNYevt2ay939RCoJQbgUZdaUM3jBRxRaahqOzc3Zh8XZ/H1VndPBH3kH2VBcn+d6b0Uh0w5sYP2kR4k1+mNp4X4L6u+lJO6/doAcrCphcd5Bfhh6M2/uWcHuigL0chX3J/Tn8W5DCeqgqUIE4WLZWZ7PsEWfNBSH2l9ZxNL8Q7ycchlT4vow+s9pjYrO3L/+V3r7hzN75J3NBh8drvrvUDKpBIujpe9kdpRSGSqZnNtie/FS8uhmxxQE4eIQwUehzdtZltco8Hhcbm0Vnx1Yz79Sx6GQnTowYLJb+ef2P6iw1a9kcuNGJZOhlsk9BhiNCjW+Ki23xPZkxgmrHg0KFbfE9qJfQCR+Sg0+CjX5tVW4cOOt1KBXqBq9ZqXNUn9crsLksDZ5HY1MIW6QhTYtvaYUqM+D1dHsy7cQ5XvqVY+43XQuW88RmTc2u5yBrT+1S4LCLwlr/lrcLgcSaf0tR+cAPSPi/Pj7Hwe4ISUUvah8LQiXFKvTwbt7VzUKPAKsLTrCuLAubCrJ8XjeuPAurC3KbHSs1FrLa7uWMnXA1XQ2+iOTSHF6eGAbrDHUp9yRSIkx+HHkWADjh4ztrC/O5r6E/vzd4EeyTyj+ah0mh5V8cxVBaoPYKi0IJyk0V+Nwu9Aeq1B9PpRYTNy77hePVen/vXMJ48K7cKSmHAkSRofGc1VUdzRyBZuKs9lYnMU10ckexw1Q6/BSqlldcIQrIruRtqfIY7/rOiUzIiSOg1e/QIBah1reelXpy+pqsTjtKKQy8R1OEM6A+GsstGl2l5PPD21stv37jG2UWE2nNVaFzcLsrD2Njn17eCvPdx/psf+/Usfy5MY5VNvq6H+s0Ev/gCh+Hn4b+eYqHtkwm/vW/8obe1awvTyPvvPe5+61P5NWWYTVYedAZRH3rP0fXWe/yT+2LeL1XuM9vs6bfSYRIv5wCW1YenUpBoUKo+I0gnDtiNXu4lCRhZiAU79vRcUBVKYc0rUJ7K/0fGPcESn9u+G2m7GV7Gp0/N5+UVSYbfzf0sMXaWaCIJyt0rpafsrc0eT4ppIckn1DidY33dYYpvViaFAMKwrSm7T9nLmTcquZII2Bl5JHe3zNTwZcQ5jWixCtkWkDr20oTgNwpKaMF7YuIMdUjsVp5+61P9N19pv0nfcBb+1dQX5t1Tm8W0FoP4otNXx9aDNDF35Ml1n/5epl37ChOAuTveniiDNVbjOzp6LAY5sbNxuLs+nmHcSskXfQ3TeEf+9czCMbZlNgqcZPraPaVufx3FCtkQ/7Xcnbe1dxc2xPjymAYg1+TIzoSoBGT4Teu9UCj5U2C8vyDzNhyRd0mfVfRi2axi+ZOymtO73vooLQ0YnlBkKbJ5U0HyOvv/k8/SIsEomEE3dJz8nZS5zRn2+G3MinB9aTXl1KF69AHk4cxJqiTBbmHWBV0RG+HnIjOaZKuvsGc+XSrxu2FdU6bLy+exm9/ML5v17juXfdLyw4msb6SY8ybvHnFB1bFfC/rF0EaPT8PPw2Ptq/hrSqYuKNAbySOpbe/uGoZK33dE4QztXh6lLCtF4druDRgUILDhdE+586+KjLXYxDE4DCpzOHSo5idTpQycSfWJkuFKnGj7r89aiCejUcDzaouKVnOO+uyuDWnmEkhXS8fKKCcCmTNnPv9dCGWfwy4g5mZe3ml6xduNxurunUnZtienLjyu89nnO8orReoeKRxEGk+oXx6s7FZJsqSPEN49We4+jqHdzwN2hAQBSbJj3Oyzv+YHPJUUK1Rl5JHUsngy/9fv+gYeVVrcPGS9sW8XvOfn4deQfBHTBvsSAcV2E189L2RXx1aHPDsTVFRxiy4GPmj76L8RGJ5zT+qe4QpRIJf08ezau7lrCjLK/h+NycfSzOO8TGyx8jSRnS5Dy5VMblkd1YPv4BPklbxx+X3cf0gxuYlbUHmVTCTdGp3JvQn1ij3znN/1ScLifzc/YxZc1PDcfSqoq4ceUPvJQ8mue6j2i0+00QhKbENyOhTVNIZdyf0J/fsvd4bJ8S14fAkyqR1ditlNXV4nK7MCo1+B9r91NquT46mR8zGheOeXvvSiJ03iwYczdKqRy7y0lObQV9/CM4EppAJ4MvMomUSRFdeHbL7x7zGW0ry0UmkRKiMVJgqebl7X9ydVR3Pj2wvqHPx2nrKDRXM23gdSABtUxOpM5HbAcS2rzDVSWEdcAvbXvyLGgUUoKNLT8ckFlKUJbuxBw5lmiDH+tKsjhQVUyyb+gFmmnbJZFIUPp2pS5/HcbURxqCDAA3pISyIr2UKT/tZMNjg1GI4jOC0Kbkm6swO+zo5Apcbhq2Gaplcm6MSWVqWtPiMoWWGo7WVpDiF8pNMakggUOVJRSYqzhaW+nxdW6OScV97MGwn1rH5MhuDAzshNXpQKdQ4n1S0RetQklP/3B+HHYrNXYrSqkMpVTGzat+8Ljlc0NJNgeqikXwUejQCi01jQKPx7lx88jG31jjF9oovU61rY5yqxm5VIrd5cTpdqOSyT1Wfa+0WpBLZfT0C2P7CYHF46QSCf0CothbUdAo8HicxWnnlR1/Mn3QddTYbUgAl9uFw+1GIZURojEwJDiGJJ9gzA47L6dcxuNdhwIQpjM2u4ijwFxNrcOGQiojWGM4p4fCeeZqntw012PbG7uXMyWujwg+CsIpiOCj0OZ19wlhXHgX/sg90Oh4jMGPuzv3Qy79K99jRnUpz235nXlH9+Fyu+nlF87UAVeT7BuKVqHk5ZTLWJJ3iOKTlscPCupEmdXMn3kHmX5wI+VWMwFqPc91H0FnYwAKqYzMmgr+yDvY7DxXFmbQyz+c34/u58/8g3w+6LpGwccP+l1JmdXM8EWfUGqtxVel5bnuI7g9rrfIFyK0aYerSxkf3uViT+OC25VrppO/Eqm05ef5mrwVIFNh9emGUaogQKVnV3meCD4eo/RPoi5vDY7yQyh8E/46LpPy7PBYHpuzl38vOcSr4zrevzFBaIvKrWYW5abx4raFTArvSi//cN7YvZyMmjLUMjm3RPfksaQhzM3Z2ySgOCkikQSvQJ7ZMr9hi/WQoBje7TuZ6zol80tW4xQMwRoD10YnM2nJF7zaazz9A6II1OgbHhy3xKhUY1SqAThqqmBx/qFm+87O3sPwkLgz/E0IQvuxoyy32bYsUzlVtrqG4OOhqhKe3jyP8eFdKLKYmHZgPaXWWvxUWl7oMZJbYnsRpDHgcrs4UFnM45vmcqi6mB+H3sL4JV9gdtgajf9895EYFEpWFjZNu3DcwtwD7CzLZ1HuAWKNfry1ZyVZpnK0ciX3xPflme4jCNN54XMsvufbwjWi0mphRWE6z26eT6apHI1MwV2d+/J895FnXYSm3GpuqBtwMqfbRZapnJhWXn0pCJc6EXwU2rxgrZEvBl3PppJsPtq/ljqng1tie3J5RDci9N4N/XJMFQxb+AkFluqGY9vKchmyYCpbJz9Jd98QYo3+bJz0GD9l7mRO9l68lWquj04hQK3jh/TtfHl4U8O5JXUmnt0yn2eShmN1OknxC0UnV1LZzB8erVxJgbn+tXVyZaOn77fF9uJgdQmfpK1rOFZuNfPC1gXk1Vbxaq/xGMTTMqENqrbVUVxn6nCVrh1ON3vzzIzpeor37XSgKViN1TcJpPVP3uOMfmwtzcXqtIuUCoDMGI1EocWSv65R8BEgMcjAHb0jeH3pYYZE+3JZQuBFmqUgCABOl4vZWbu5f/2v9PAJIdUvjHvX/dLQXud08GX6Zgrqapg9cgrzju5jcd5BdHIlU+L7kOIbysg/plFaV9twzpqiI4z6YxprJjzM1Z268+WhTVTbrIwOjWdAYCceXD+LLFM5Vy37mrmj72JSRNcznrdEIkEjU1B7UtDjuJNXTwpCR6NXqFtslx9Lc5VtKmfIgqlMiujKvsoipp2wkKLMaubZLb+TZ67m36ljKaozMWjBVKrt9fka88xVzBl1J4ty01hTlEmo1shNMalsKT3Kyzv+JLiFxRY6uZIKq4UovQ8Pb5jdcNzssPFh2lp2VRTw0/DbCNToT/lelxYc4oYVf6V5sDjtfJy2jp1lefwy8o6zWvShkLZc3FQt7vcE4ZRE8FG4JIRojVwZ1Z2RIfE43S68lZom+eeW5R+mwFKNSibnzrg+jA1PwO5yIZNIWJZ/iE56HwxKNVEGX55JGs5NMSn8fGQXi3IP8LfkUXyd3nQrAsCH+9cwa+QUah027orvy7v7VnnsNzasMzcerh/jjrjepFUW8+2Qm9DIFUTqfFhVmE6Y1os8c+PE558cWM+jXQeL4KPQJh2qLgEg/CyfFF+qDhZZsDrcxAW2/LlUlW5HajdR55/ScCzO6M+Gkmx2lRfQ91ixqo5MIpWi8OuKNX89JN3VpP2m1DD2FdVw4w/b2fz4EOL8T73iSRCEM1NpNVNSV4vZacdbqSFUY0Qha/plOs9cxYvbFgJwX8IA3ti93ON4C3PTuDehH4MCohgbloCXQo3d6eTHjO2NAo/HVdvr+OzgBgYERNHZK5AUn1AqbWYuX/plo36vbP+THj7B2FwuLA4bXkoNNpeTWocNg1xFsMaAVqFsMn6AWs/dnfvx4f41Hud7fXTKqX5FgtCudfcJQSmVYXM5m7QNCYrBT63D7XYzJ3svRqWaB7sMZNCCjzyONXX/Wp7sOpTl+Yf5YejNBGsNOFwunG43MomE4cFxyKUyyutqeWj9LCpsFjQyBT8Ou4WpJyzEONHtcb3RyRX8d4/na86qwgxyaytPGXzMN1fxzOb5HtvWFWdx1FR5VsFHf7WOLl6BHKgqbtLmrdR0uPtkQTgbIsGScEkxKtX4qLRNAo92l5N5R/ehlsmZOexWyqxmrl3+Hdev+I6bVv7Avsoiyqzmhv4yqRSby0W+pZoBgVFkVJficrtPfjkAbC4nBoWKt/YsZ0RIHN28g5v0eazrEFYXZmJ1OkjyCea+hAHEGv14Zst8rl/xHf1//4CZR3bw2aBr6eod1Ohcp9tFiYcbdUFoCw5WHQ8+el/ciVxgO4+aUSskhHk3/ZJ7Ik3+Shz6cFxq/4ZjBoWacK03m0tyWnualwylbzcc1dk4TE23fcmkEl4cFY9BJWPiF5sorT33qpuCIPwlq6acG1b+QJfZ/6Xn3Hfp8dvbvLtvFSUeKrRW260N90uBGj2ZpvJmx02rLObNvSsZvGAq3ee8TUFdDcs8VLM+blXhEXxUWj5JW8c/dvyBRt74+qqTK3kldSxPb55P8py3OVRdykvbFtJt9pv0nPsuibP/y5Ob55Jvrm4ytkom56mkYSR4BTRpezV1HOEdbPW+IJwsRGvgx2G3NKoUD/WB+88GXYuvSovZYedwdSlv97mcXHMlDrfL41gOtwuzw4aXQkOdy8GNK39g4IKPGLJwKjev+hG728me8gK+PLy5YauyxWlnXXEWjyUObjJeN+9gruuUTJDG4PHzfdy2FraOH1djtzabXxZgc+nZ3ZsFaep/f8aTVpAqpDL+N+J2j1W4BUFoTKx8FNoFuURKqNbIM0kjmHZgfaO8PzaXk68Ob0YmkfBO38nojq0wVEllpPiGctfan/lt1JQWx6+217GtLI/bV8/g/X5XYnHaWVWYgbdSw62xvThSU8bvR/fz2cBr8VPp2FWe12jLAMDO8nxuWzWDb4bcxBXLvmrUppWLpfpC23Soqhh/lQ6dvOUgXHuzLbuWmAA1shbyPUotpSgr0qiNnNCkLdE7iCX5Bymy1IicroDCtzPIFFjzNyDvfF2TdoNKzuvjE3lszl7Gf76JpfcPwEsjrouCcK7yzdVMWPJ5w4MkAJPDyovbFqKVK3moy8BGxSPUMjkSJLhx43a7m10pBaCRK8is+Ss4WWwxEdBCHjZ/tQ6To/7hgr9KR5WtfqumTCLF6Xbx95QxvLV3BWuLMnkqaRg/Zmxjbs6+hvMdbhdfHNqE2WHj4wHXNOR7PC5C582SsQ+wtewo/8vcSYBaz51xfYnS++CtEtuuhY5NLVMwLqwLe696lhkZ2zlUXcrYsARGhMQRpfcBQCGVclNMKmP/nM6M4bc0O1aCVwAHq0rwUqmZvPQr7CdcI7JM5dy44nvmjb6LlYXp1J2QhuqdvSv5b++JrBj/IDMytlNttzIiJA6NTMHEJV/wQMIAronqwazs3R5f93Tup5RSOXKJtNnAacg53JP18A1hxxVPsTA3jdWFR0j2DeW66GQidd6NahAIguCZWPkotAsSiYT7Og+gf2BkswnHvz68hULLX0/5FVIZ7+yt30JdYK4hxuA5SXCSTzCHjt20R+p9kEjqE6RfH53CLTE9sbsc/HRkB063i9d3L+NgVTFv7/W8NbvCZmFvZUGjQhSxBj8C1HrMDhuZNeWsL8pka+lRjtZW4nR5/sMpCBfKwaqSDreVpM7uYm+ehc6n2HKtKVwHMgV2n6aFUmIMvmhkStYVZbbWNC8pEpkKhXdnLPmet1sBhHmpeWNiIodKapnwxSaq6+wXcIaC0D5lVJc2Cjye6NWdi8m3NF5lFKDWMS6sPjfrgtw0ru3Uw+O5KpmcaL1vo5WRb+5ZwUNdBjU7l0cSBzXcdz3RbSgxBj9mj5zCd0NvYv7ouxkeFMO6oiwARgTHMS9nv8dxZh7Z2aRw4HFhOi+uiEzih6G38H6/K0n2CxWBR0E4RqtQkuAVyL96jmPGsFuYEt+nIfAIIJdK+SP3ABannWxTBV28POdhfrLbUJYXpPPzkZ2NAo/HOdwufsjYxjVRja8fE8ITGRkST7nVwuWR3bi7c1+W5h3ijjUzqbRZ+DBtLfd36e957nIlPXxDTvkeg9R6boxJ8dimkSlI9Qs/5Rj55ip2lOWxtvAIGdWl1Bx7UCKVSOlk8OWhxEHMHH4rf0seRZzRH+U5VNEWhI5EfFKEdqOTwYdcc2Wz7Q63i0qbGagPMtpdLvZVFgLw1p4VTB1wNXesnkmp9a8t0MEaAx8PuJqbV/7IkKAYHu06mEc2zG646VVIZbyUPJrhIXE8u2U+BoWKCRGJ/Gvn4mbnsbu8gFiDH7vK8/FX6fht1J2oZXKm7l/Lyzv+bFhhEKDW8/Pw2xgQ2Amlh7xMgnAhHKgqJrKDbbnem2fG4XLTOaiF5OxuN+rCtdi8uuCWNl2hJ5NI6eYdxObSHMaHJ6IRq5tR+nej9uAvuOoqkKp9PPaJ99fxxoQuPL8gjbHTN7Lo3v54ixWQgnDW9lQUNNtWZjU3qUrrpdQwdcDVjF08nZ8zd/LriDvYV1nErvL8hj5KqYwvBl3P+/tWNzo3raoIqQSe6DqU9/c3bru3c398VFq2lB7l2W7D6e4TwvUrviOntgIAqUTC/QkD+GTg1Ty4fhZmhw03ntPhuHFTfkIqHU9OTs8jCEJjnj4jFoeDjSXZALyzdxWfDbyWO9f+TJGlpqFPgFrP0OBYMmsqWFt8pNnxd5UXcHWn7g0/P9BlIF2MAQxb9EnDdcdLqebtPpfjBmZl78bssKGTq+jmHdzwHQ3qV2TPH303YZpTb23WKpS82nM8u8sL2V3x13VLJZMzf8xdhLWwPdrtdrO3opArl31N1rEHK1KJhPsS+vPPlMsarbwU1xhBOHMi+Ci0G15KzSnz0ulPKOoil0oJ13mRW1tFpqmcpzfP4+MBV1NuM3Okppze/uH09Yvkz7wD5JmrmD7oOq5Z/k2j7QN2l5NXdvzJT8NvZf3ER6lzOthbUUiU3ofD1aUe55DoFUSMwZc74nrTwzeUSL0P83P28bdjCd6PK6kzMW7xdPZc9SxxRn+PYwlCa3K6XByuLmFIUPTFnsoFtTW7Fi+NjCBj80EvRdVh5JYSzGFjmu2T5BPMjrI8NpZkMSIkvjWmeklR+nalVgJ1BRvRRo9vtl9ikIG3JnXl+QVpjPx0PX/e158AvSjIJQhnI9rg22ybRqZA7WHFTieDLyvGP8iBqmJ2lxXwxaDrqbHXsbEkh1Ctkb7+kXx9eLPHFZUTl3zJmgmPcEd8b/7MO4jT7WZsWAK43awoTGf7FU+hl6voO/99Ko/lggNwud18emA9/0gZw4iQuEaVY72UagLVeoospoaqutoOlgpEEC4ElUxGvDGA5QXpHK2t5LFNc3i/3xVU2+pIrymji1cgw4JjUMnk1DntROl92F6W53Gs4991gtQGXG433XyCGPXHtEZ9qmx13L/+V+aNvovfc/fjcLlQSmV8MvAaLA4728qOEqX3pX9AFOFaI4rTXGEYqfdh4WX3kF5dyobiLMJ13gwI7ESY1stjoa3jjtZWMvKPTxs93HC53Uw7sIFInQ/PJA1DJrZXC8JZE8FHoV3Ira3kcHUpapmcJJ9g9lYUNukzKjSeQPVfFdKCNQZe7DGKh47lZjxQVcwNK7+nr38k/0wZg16hYmnBIeK9Apg/+m7WF2c2Cjye6N87l/DZwGsprjMRrvXikcTBPL5pTpN+comUG2NTiDf+lRC9xGLin9v/8DiuzeXkl8xdPJ00jHxzNbvK8ym3muntH0GI1oh/C7mVBOFcZddWUOd0EKnzvEqtvdqcaSIhSN3iU2110XqcSi8c+ua372jlSjp7BbCq4AhDgmKRSzt2phOJUo/CGE1d3roWg48ACYF63p3clWd/T2P4J+tZ+sAAQowtrEQVBMGjbt7B+Kq0HlcK3pvQn+BmVhKFar0I1Xox8oQHJ8NC4sirraTQYiJS78PfU0YTqjXy4f61rDhWaEYmkSKVSOjhG0qPE1LMAKT6118vf83c1SjweKJP09bz3z6T2F9VxMSIrlzXqQcyiZQsUznRel9sLidzsvegkEjZWJzF/soiwrTeJHoHEq7zQirp2NdZQTgXcqmMBxMHMv3gRty4Sa8u5aaVPxCqNRKq9WJ8WBeiDX6UWEyEaY0MDY7ht+y9Hsd6OHEQaZXFjA/vgrdSxc2rZnjs53K7+SVzF5dHdEUhldHZK6BhsciYsM6nNe/yuloKLDVsKT2Kl1JNim8YIVoDQ4JjGBIcc9rvf+ex71mevLVnBTfH9iSig+0GEoTzSQQfhUteWmURl/35GfnmaoI0BmaNuIO71/3c6Il8L79w/p06DscJORQlEglXRXVnT0Uh0w5swI2bUK2Rf/ccx73r/teoUtpDXQa2uMUnvbqUTFM5t6+eiVIqY/n4B3kgYQCfHfvjDWBQqPhx2C1NAjlWl4OMmrJmx3a4XCzNP8x1K75tFPy8KrI7UwdcRbCoria0krTKIgAi9d4XdyIXUEmNnawyG0M7t5CQ3OlAXbQZq18POMUX3VTfUNKqithaepT+gVHnebaXHoV/EubMhbjsZqQKbYt9Y/x0vHdFN56dv5/hn6xnxYMDCfUSAUhBOBP1RVjuZ+KSLyg8Yevk5MhuPNt9BKozyFWWbSrn0Q2/sSA3reGYWibn04HXopTKWFeUxVdDbiDHVEFf/wikzTxw2Xfsb4snpdZafFVa3tm7kh+G3cJVy74m21TR0B6t92Xe6Lv5+7aFzM75K+jho9Tw59j7SfULFQFIQTgH0XpfZgy/hbvW/IzFWZ97uchi4qEug0jyCQbqK1cPD4lnZ1kub/SeyD+3/9GQNkohlfFar/EsyE3jo/1r8VZqWDH+wWZ3hEH996hrOvXgmk49Gu1SOx2F5hqe3jyPnzJ3NBxTSmXMHH4rY8MS0JzBKum0yqaLV46rsFmwNrMIRRCE0yOCj8IlrcBcxeSlX5Fvrk+YXmE1Y3bYeazrEII0BootJoI1BjJN5Uxc8gUf9r+SW2J7NZwfqDHwWq/xPN51CIeqS4jS+XDjyh8aBR4Vxyo9JvuG8lPmTo/zSPQOarg5trmcDF34MesnPsrlkd0oMFdjUKhQyxUkegU2udHXyBQkegextfSox7HHR3Rh0O8fNana9lvOHvoGRPB00vBGlSoF4Xw5UFmMRqYg4IQVw+3dpkwTEgnEBzYf5FKV70HqMGPz6XbK8bxVWmL0fizLP0TfgIgO/6VY4ZcEGfOwFm5GEzH8lP0jvTW8O7kbT8/fx6hp61n98CCxBVsQzoBEIiHZN5RNlz/O0dpKyupqiTH6EaQ24HcGuydsTjtfH9rcKPAIUOd0cO/a/7Hx8sfIrCnno/1reb33xGYDjwCpfmHNtoVojCT5BDNn1J28tWcl8pOumZmmcm5d/SM3x/RsFHyssFkYt3g62yY/SaS+Y63WF4TzSa9QcUVkEunXxpBrrqK0zkRnr0AC1fqGwKBGpmBu9h5qHDauj+7B2omPkltbiZv6xRY6uYJBC6YCUGmz8F36VpK8gznSzGKLFL8wbovthe8Z7uhyu93MytrdKPAI9d/FrlvxHfuuepbOzRTN8aSHT2izbYFqvcc0FYIgnD7xCRIuaYUWU6M/ZKNC45mVvZvPDm5AIZVhVKiostU1BO7+s2s5Y0I7E3hCwmAvpQYvpYZ4rwD2lBeQVvXXE/kHEgYwISKRFQUZDA6KQS9XYXJYm8zjsa5DeG3X0oafXcf+GE6O7EaG08b20lzivPyJ0vmQXlVCgEaPl7K++qKfWsdrPcczdvH0JuMOCYpmdeGRJoHH497Zu4pbYnsR1sGqEQsXxr7K+vyl0g6UVHvjERMx/ip0quZz+qiLNuLQBOLUBDTb50S9/ML5JXsXu8rzT6vKYnsm0/giM4RTl7fmtIKPUF8F+61JXXly3j4mfLGJFQ8ORK8Sty+CcLokEgnhOu9T5sVuydHaKj4+sN5jm8Pt4vecNOYd3cv2sjzmZO9mQAsrvVN8QwlU6z1WrP5n6hiUUhlzs/fhxs2jXQcTrvPm+S2/N+wS2VWez79SxzY5t9xq5nB1iQg+CsI5KDTXcKi6hHk5ezEq1FwRmUR2TQXv71tNL79whoXEopBImX5oEyV1Jj7avxYflQaVVI7ZaaPKVsdLyaPp4x/BlmMLK746vJl5o+9m/tH9TQpJKaQyro9ORneGKx4BCizVvLl3ucc2l9vNr1m7eTF59GmPl+QbQojGSIGluknb31PGECp2mwnCOenYSzCES97JOYP8VNqGPxh2l5Myq7lR4C7fUoXN5TmQBzQKLD6cOAhvlYbJS7/ivX2reGLTHH4YdjMxBr+GPgaFitd6jWd/ZVGTp3kFlmo+PbCexzbO4ZOD63lq8zyGLJzKgaqS+nxH1r/m3ss/gumDrsOo+Gu1VbTel88GXk/2sWprnpRaa3E2E5gUhHO1r6KwQ1W6ttpdbM2uJTFE02wfidOKqmwHNp/E0x43QKMnUufD0vzDzVZv7UiU/t2xFmzC5Wz6IKc5Ed4a3piQSFqRiVtnbMflEr9HQbiQXO6WK0znW6rwVdWnUjhSU46rhXutSL0Py8c/2LCFE+q3b7+SOpZBgdEkzHqDxzb9xheHNvHEprk8tH4WH/W/qlGl2ea2P+aZmwYNBEE4PfnmKm5c+R0jFn3Ce/tW86+di+k5713+zD+ITCLlrrU/kzrnXartVkqOPTw4Xn2+wFJNla2+IFShubrhegD1hWUqrGa+GHw9ficcD9Ua+WbIjczO2tNsXv2WON1uCsw1zba3tNXbkwidN8vGP0APn5CGYyqZnH8kj+H66OQOv3tFEM5Vu1s68Mknn7Bhwwa+//57j+1///vfWb9+PcuXe35KIlxawk56ApVWWcwVUUnk1lbSyy8cs8POgty0hiBlf/8oDIrmc38EqPRIkKCSyRgT2pkrl33d0LatLJdntszn6aRhJHoF4cZNndPBR/vXkm+u4t7O/ahzOliYm0bZsaIw0w5saDR+jd3Koxt/46XkUeTUVuCtqg9y+Kg03B7bmzGhnSmpq0UhlRGg1hGiNTIqNJ6paes8zjfZNxSNrPmKvIJwttxuN2lVxdwS2/NiT+WC2XG0FpvDTbfQ5oOPypIdSJw2bN6nH3wE6OUXxm85e9lfWUQ37+BTn9COKf27Y8lchK1wK+qwQad9Xpy/jr+PjuelRQf495JDvDI2oRVnKQjCiQwKFS+nXMaBqmIWHE1rsgsk1S+MP3IPAjA6NB6pVEqdoz5fnFre9D4l0TuIJWPvp6SuFovTjp9Kh1IqJXnOO02CEMV1Jl7e8ScPJw7in9v/QCaRNqqG3WjcM9hiKQjCX1xuFzMydrCmKLNJ21t7VjB75BQ+P7iRansdy/IPk+Ibir9aR6zBnyJLDQtz0xryPvb0D2fZnvRGY/ioNExLW88H/a5EI1eiO3Zd+OLgRhK9g9GfRQV7tVROb/9wNpXkeGwfFRJ3xmMmeAXy59j7KakzHbs2aQnRGD1exwRBODPtKnz/zTff8OGHHzbbvnTpUn755ZcLOCOhtQWo9VzfKbnh5+I6E5MjunFNVA+yTBVYXQ4+HXgNf08eg1Qi4f96jW/Y7uxJoEbP7XG9GBESx6LcA03a06tLeXjDbG5d/SNZpnJcbhd3d+7LzbE9yTZVUOuw8UG/K3m372TCdd4cqCpuMkZObQUBaj3fpm9tdFwhkxGp96GXfzg9fEMIORZY7ekX3my14bf7XE6ApuPk4xMunJza+n/PnTrQ9rW1h2sINMgJNDT/XE5TvAmHLhSXyvuMxg7RGAnWGFmRn37qzu2cTBuITB+CJW/1GZ/bP8qHKX0ieHXJIZYfPrMVDYIgnJ2smnJ+ytzJuuJMZBIJ3wy9kUe7Dm5oj9L74KVQk1NbQYTOmyFBMSw4up/rV3zHdSu+Y27O3obc3CcK1Bjo5hNMb/8Iog2+ZNaUU9FMFewtpUdJOvbgZkpcHxbk7m/Sp39AVJMckYIgnJ4ii4mP0tY0274wN42Rx4J5qwrS+XrITXTzDia9uhRflZZZI6dwfXQyETpvfFVask7YudXHP4JgjZHlhRlkmSqwOGxMP7iRd/euok9AFLfG9Tyr/PUOt4unk4Z7bAvRGIk1+J/xmFD/ffCva5OfCDwKwnnSLlY+FhUV8dJLL7Ft2zaio6M99ikuLuYf//gHffv2JS8v7wLPUGgtPiot7/a7ghCtke/StzJ90HVMWvoFubVVDX1+zdrNg10Gsvnyx0kwtvxE3KhU81qvCSzNO8SivKbBx+MqrBYC1Xo6ewUy7s/pZJ7wB3Z29h7uSxiA0938tkCby0mRpfltAicKP7YF4PGNv7Eo9yBu3ETqfHi/3xX09o84rTEE4UztLi8AIFrvd4qe7YPT5WZdhomekVokzeS4lNjNKMv3YAkZduYvIJGQ6hvKorwDZJsqiOpAQV1PlP49qMtdjctpQyo7s9UOt/QMY3dBNbfO2M6+Z4fjoz3z1RKCIJyeg1XFDFkwlbITtlzPOLKDl5JHc0dcb4osJh7vNoS71/7MsOBY3u93BY9u/I2VhRkN/RfmpjEwsBM/j7iNUG3zOaqr7S2nYnC4XTzedQjXdurB6sIM/FRayqxmFFIZ13bqwY3RqRysKiHVv2Pn1hWEs+F0u6i01jXbXmmzoFMoiTX4cWtcbwb+/mFDNWyArw9v4YvB1/OP5DHcvPJHgGOfze78K3UcETpvtkx+gnf3ruTv2xc1nLc4/xCfHdzA0nEPnPG9kcPtYn72Pr4afAOv7lxCpqkcCRJGhsTxTPfhzM7ew4CgTmf2ixAEodW0i8eD+/btw8vLi3nz5pGcnNyk3e1288ILL3DFFVfQt2/fizBDoTWFaI283msCO654mpkZOxoFHo/79MB6JEhQSJsvInGcTq5kQkQiV3fq3myf0aGd6eUXwcf71zYKPB43/eAGOul90cubJk9WSmVoZAqui276b7U5MQY/fhh2CweveZ69Vz3LukmPcEVUEkZl8xV5BeFc7K0oxKBQEXCGlQcvVXvzzFRZnHQP0zbbR1W6A4nLgc2ny1m9Rie9L95KDasKxepHZUAybocFW+HmMz5XKpHw3PBYTFYHj8/Ze+oTBEE4K1VWC09snNso8Hjc67uW8VTSMN7sPQmDQsnPw2/n9therCvKbBR4PG59cRZL8g4BUFZXS5GlBrvT2ahPvNEfCZ4f/viqtPTwCeGJrkMprjPRPyCKH4bdws/Db2PGsFtQy+Rcv/I7uvuGeDxfEIS/VFotFJprMDtsDccUEhmjQ+ObPWdocCzby/J4rOsQnt/6e6PAI9Tnfnx0429o5Ur+N/J2tkx+gh1XPMUH/a4k1uiPUibH4rA12fkFcKSmjA/2rcZ2hnkfjXIVxXUm3tu3mme7j+Dn4bfx68jbSfEL4+aVPzAiJPaMxhMEoXW1i5WPI0eOZOTIkc22f/PNN5SUlDBt2jQ+++yz0xpz1KhRzbYVFBQQEiJubtoStVwBEvgpc0ezfX7I2E6C0Z8xYQl0Mvg2aa+21XGkuhST086MjO1cFtaZzsYADlWXNOqnlMr4v17jcLpdfOPhD+hxy/IPMSQ4usn27YcTB7OyMJ0nug09o/d4vCq3cOm7FK4vuysKiNb7NrsKsL1ZeagGb62MSL/mV9Gpizfh0IfjUhia7dMSiURCd+8Q1hVnUmk1461qPtDZ3tVvvQ7DkrsKddjgU59wkgC9iocGduLNlRnc1juCMZ1Pr/J4e3cpXFuES0eZzcyS/EMe29y4WV14hAqbhe/Tt6KVK/m/nuN5a8+KZsf75MB6Yg3+PLF5DjV2K5MjuvJg4qCGvzWBGj33JvRn+sENTc59o/dEYgy+SCVStpQdZdSfTe/nr+vUg2DN2V2fhVMT15dLX1ldLVtLc3l991IKzNUMCurEiz1Gs60sl+kHN/Ji8igW5R1oUtAp3ujP0KAY3tyznAidd7OFXMwOG1mmcoY3k2vx+/Rtzc7tm/QtPNltKBFnsPrRS6XhP30m0m/+Bzy0YVajtq5eQST7hp32WIIgtL52sfKxJQcOHGDq1Km89dZbKJVia1Z75na7sbdQXdHitPNz1i4G/P4hmSdVprY5HczP2UextZYrln7FZwc3cP+6X3m332Tuiu/bUNRldGhnNl7+OJ2NAbhwY3M1/4TO5nLyTLfhROvrA51Reh/e6XM5w4NjeazrUMI7UBVh4dKzuzzfY5C+PXK63Kw+VE2PMC3SZrdc16Is34fN++xWPR6X6B2IQiplbVHWOY3THigDkrHmb8Dl8Jzj7VTGJgSQEmrk4dm7sTmav/YLgnB2XG43bppPIWOyW/klcxeHq0vZVZ7PisL0hoITnticDpbkH2JHWR7p1aW8u281fee9T3pNfSBDIZVxe1wv/pU6lhBNfd7rBK8Apg+6jhTfUGRSGRKJhNGh8fxx2b10P1aRNkCt57+9J/J+/6vw6yCr9QXhTFXb6vhg/xomLPmctUWZZNSUkegdzDNb5nPLqh9ZVZjBqzuXsGzcA4wKiUeCBI1MwZ3xfXi/35XcsWYGXw6+Af9TfMZaugacvFryRFangyp789u+m5PoFciGSY8x/NgqR61cyWOJg1k49l7CdM2neRAE4cJrFysfm2O1WnnmmWd48MEH6dLlzL4wLlu2rNm2lp78CRePt1LD+PAuLMxN89g+IjiWGRnbqbbX8d6+1bzV53JUMjmF5mrMDjs9fEMxOaz8rccovjq8iYNVJVy17BuujEzi80HXkewbSqjW668K1UoNV0V2Z2Yzqy1vju3J8JA41k58BLPDDrjRKVR4KzWoZO36oyecQlu/vpgdNg5VlzAh/MwqOl+qdueaqTA7SYloYct1yTZwu845+CiXykjwCmJjSTbjwhKQy06dCqK9UgakYMlciDV/HZrI0Wd8vkQi4dHB0dz3yy4+WHOEZ0eceVXL9qatX1uES0t9JdkItpYe9dg+IiSOf+9c0vDz6sIjTI7sxsaSbI/9J0QksvqELdmjQuK5ISaFo6ZKvBRqLE47IxZ9Sh//CF5OvQwfpYajtZW8t3c1JoeV9RMfJVTnhZdSw5iwBBb7hmFx2pFLpARrDGdVsEI4feL6cmkrstTw+q5lDAiM4tbYXvirdUTqfPgkbV1Dn0JLDfsri0j1C+O+hP7YXU7mH93Plcu+xu5ysrrwCPcm9CdEY6TA0rSIlFwiJe6EIi9mu40CSzVuwE+p4ebYnnx12HO6lUkRXfkxYzuPdR3SUHTzdChlclL9wvh1xB3U2K31q6jVevFdSxDaoHb9qdy1axeHDx9m6tSpfPzxxwDY7XYcDgepqan861//YvLkyRd5lsL5YlSq+W+fSawqzKD2hBwmAJeFdiantpLqY0/Ufjqyg2eShrO+OItXdvxJRk0ZCcZAHu82BKlEwpPdhpFTW8Hru5bxS9YufsnaxcOJg/iw/1UNY+oUKv6ZehkL89KosjV+UjciJI5EryAAgs/gD6ggtAV7Kwpxud3EGTtGsZnlB6rx08mJanHL9Wac+ghcinOvLp/kHczuinx2VRTQqwMXRpBpfJF7RWPJWXZWwUeAaF8tk7oG8drSw9zZNwJ/XdM8u4IgnB2n28W/U8dx5bKvmqxmuj22NyV1tcQZ/dlTUV+gbGvpUV5OuYx4o3+TbZlReh+GB8fxxu7lqGVyvh1yE1vLcnlp2yLKrLUMCYrh1Z7jGBuWwO9H97O+OKvJfMqsZkJPWMkUqDn367EgdBQ7ynL5fNB15JqreH3XMgos1fT0C+fNPpP4M/cg36RvYXhwLLOydvNn3kGPY8zI2M5jiYOZNvBarlz2dZOV0a/2HEfQsc9lenUp7+xZyYwjO7C5HEyISOQ/vSYyPDi2SV5YL6Waezr34+rl33JbbK8zCj4e56PS4tOB09kIwqWgXQcfe/ToweLFixsd+/7771m8eDHff/89fn4d44t1R9LZ6M+myx/nzd0rWFZwGB+VhltjexGkMXDful8a+l0XncJXhzfz6glP7NOqinhg/a+8kjqWVYUZ9PIL5/KIrsw/uh+oz/V4sjijH1suf4L3961m3tF9GORqHus6mMsjuxGsFXmHhEvTzvJ8ZBIJnfTtf9u13elm9eFq+nTSN1/l2laDsmI/5vCzC5CdzFulIUzjxfrizA4dfARQBfakNn02zrpyZOqz+/d2R+8Ilh4u5bWlh3nviqTzPENB6LikEglIYM6oO/nq8GY2FGcTqNFzR1xvQjRGlFIZTnfjlAdKqYz3+13J8oJ0fsveg8vt5orIbowL74JCIkWChP/0nsjUtHWsKTrScN6qwgxGLPqUn4bfyu7yAnJqK5rMp6PkIBaE1hCl9+WdvauYlb274djW0qPctPIHPh90Hbsq8nG53cglza8glkulONxuhofEsvHyx/j3jsXsKM+jk96Xf6SMobd/BDqFiozqUsb9Ob1RUc452XtZV5TJ2gmP8kvWTn7M2EGNo44xoZ25ITqFZ7bMx+ywic+5ILRj7Tr4qFariYqKanTMy8sLuVze5LjQthSYq6mxW1FIZQSqdegUza9mqbHVUVRnwuKwo5LJCdIYGBTUifu79GdZQTozj+xgV3l+o3Nui+3F8EWfeBzvrT0r+GbIjUxZ8xPfDr2pIfh4U0xqk74lllpcbjdPdBvK33qMQiGVEiCSnQuXuO2luUTpfTrElpVNR0zU1LnoFdX803J1yTZwu7F7J5y31+3qE8yS/IMUW2oI7MDXDGVAMrUZc6nLWY6u87VnNYa3RsH1yaFM25DNU8NiifAWhbkE4fyQ8MzmeWSZKrgxOoWnk4ZRaavj0wPrOVhVwpoJj5Bt+itIODQohhWF6byxezkjQ+K4P2EAEgksyz/Mh/vX8kz34Xzc/2r6BkYQrvXi6k7dmXZsLKhfafnG7uXcm9CPf2z/o9FM4o3++ItVTYLQRI29jtK6WuwuF0aFqtkdV2q5olHg8USv7lzKS8mjeHXXEv6ZchkLmklhdU/nfgRqdEglUnr7R/DDsFsw2W1o5HIkbiiymKi21bGs4HCjwONxJXW1/Gf3MsaFJXBLbE9ijX4YFCqq7VZeSh7NxuJsjC185xME4dLW/r9ZCpeUalsdawqP8MTmuRypKUMukXJtpx683nsiUR6qn2VUl7K5JIeXj22dlkmk3BCdzN9TxrCiIJ2tpUebBB7jDP7YXE7szSRErnXYcB/7v85jBWzu7dyfqBNWgdXarWwqzeHRDb9xoKoYqUTC5RFdebvvZETNVeFSt63sKPHGjvEvefH+SsJ9lIR4Nb/lWlW8CYchEpf8/BUyiDH4opEq2FSSw+WR3c7buJcaiUKL0q8b5qxFaDtfg4SzW/FwTfcQfttbwGtLDzPt2h7neZaC0DFZXXb2VxYBeMzTtqowgzijf8N9Vt+ASJbnpwOwvCCd5QXpDX3DtF6MC0vgw31reGTTbFxuNwleAfw9eQzzcvbxS9YuALaV5fJc9xGNXkclk/PNkJtEGhtBOElWTTnPbf2dOdl7cbpdxBv9+bD/VQwM7IT+pCDenvKCZsfJqa3AR6Ult7YKh8vFqJB4lhUcbtQn0SuIG2JSkZ6wMtKoVGNUqkmvLuXFrQuYk7OPaQOvYW72vmZfa3H+QZ7oNpQjpnLSq0v5cP9aSupMaOVK7onvx5GacmwuJ9EGsUNRENqbdhd8fOONN1psf/TRR3n00Ucv0GyEM7WxJJvJy75q+NnhdvFT5k62l+WxbPwDhGr/yvWTV1vJ1tKj3Lp6RsMxp9vFjCM7yKutYvrg6+nmHcy1nXowI2MHZoeNm2NTGReWSHFdTYvzOL7lwEupZsGYe0j2CW1U3W1PRSGX/TG9IdeJy+1mbs4+tpflsWbCI0Tovc/Hr0MQLjir08GeikIeSBhwsafS6irNDjYeMTGph3ezfSS2KpQVBzBHjj2vry2TSInz8mdL6VEmRCQia2GbU3unCu5DzZ4vsJcfROl7dgV9tEoZ1/UI5estObw4Ko5IH7FCShDOlUwiQyaRNtlafZy/Wsf9nfvzU+ZOdAolE8IT2VGW57Hvu30nc+eanxttpz5YVcLtq2fyy8jbWVecSb65GqVURjefYKbE9+FwVQkDAjtxT+d+dPLwAFoQOrLc2kpG/TGNrBNWGB6uLmX84s9ZOf4hhgTHNOrvrVS3OJ63UsPgoGiKLDW81WcSGTVlfH5wI1aXkzvj+zAiJI5wnXeT8zJrypi05IuGPK8Whx1DC6sXDQoVPsfmcuIKZ7PDxodpazhcU8KIkDiuj04hwsPrCYJw6eq433aENqfIUsPTm+d5bDtUXcK+iqJGx47UlPPfPSs89l9VdIRDVSUMDopmckQ3vh16I98MvZEhQbHYXE781TqCm9nqGGvwI99cTYzBD1+VlhKLCYvL3tBebjXz/JbfmyRZBjhaW8nGkqzTfMeC0PbsLs/H7nKS4NX+Vz4uTauvwNgzqvkVjZriLSCRYPM6f1uuj0v0CsLksHKgsvi8j30pkft0Rqr2wZy58JzGuTIpGK1CxpsrMk7dWRCEU1JJZUyMSPTYJpNICdd58eXhzfTwDSVC581zW+dzQ0xKk76xBj+K6kwe8zi6cfPO3pXcGd8XgJtjetJJ78unA65h/ph7eK3XeOK9AlB0gDQggnAmtpflNgo8nuiZLfMprattdCzJJ6TZdDrDg2MpttSQ6hfGkvxD9Jz3Hl8d2syXg29g7qg7uS2ut8fAI9SvqDyxwNR7+1Zzd+d+zc77voQBOHHzn92eq6cvyj1AolcQW0uPNjuGIAiXJhF8FNoMs+Ov7T2erD6hMprN6cDqcjTZUn2i5QWHkUgkVNnreGj9LGJ/+Q/dfnuTxNn/5cuDm/jfiNvRyBSNzjEoVLzb9wqmH9zA1AFXU2mrw4Wbcqu5oU+tw8aGkuxmX3dh7oHTebuC0CZtLslBIZURa/S/2FNpVW63m4V7KkkK1aBXNS0mdZyqaCN2QzRu+fnPI+iv1hGg0rO5NOe8j30pkUikqIL7UpezHJe99tQnNEOjkHFN9xC+3JxDQXXdeZyhIHRMZoedBxIGNEl7I0HCu30n8/nBjWwry2Vq2lqmH9zI1tJcah02ruuU3Kh/V+8gtpQ0f53bVJJDN+8gYg1+/DP1MjRyBUqZHC+lGrmHYn+CIMDivEPNtm0tPYrFYWt0LERr5OfhtzXZaRGsMfB8j5E8tmkOH+1f21BpflHeAfZWFlJ2wncgT1acVLk601SO0+3i3s79m/QdGhTDVZFJVNnqqLFbmx3zaG0l6wqPNNsuCMKlSTxGFNoMuVSKQaFq9o/RiUvv5VIpUiR4KzVU2izN9q+0Wrh37f9YnP/XH2in28Vru5chl8nYeeXTzM3ey77KQlJ8w+jpH05GdSlfD7mRjOoyXt21hDvj+zQKUsokEoI0evLN1R5fN7oDVAgW2q9NpTnEGfw8VndvT/blW8gqs3L/0OZXeEotpSir0jFFTWq1eSR4BbChOBuz3YZW0XzeyfZOFdwXS/ZSLNlL0MVdedbjXJkUzM+78nlv9RHenNT1/E1QEDoguVTKQxtm8UbviZTW1bK5JIcAjZ5ro3rwY8Y25uY0zev2zOb5zB45hSeThvLt4S3YXS5uik1lRX66h1eoF6Q2EGcMYPn4B5tdXSUIQmOecuEf56/SNcrNCPW5U0eHdmbf1c8yO2sPh6tLGRgYhY9Ky4PrZzVaaAHgo9RQaKnhmc3zWTz2vmZzroafkBLruMuXfMWskbdzW1wvfj6yE7PTzvXRyXQ2BhBl8OXwsSJTzfFRaUSOV0Foh8TKR6HNCFYbeKjLQI9tcomUUaHxOFxOckwVbCrOIVhj4I643h77yyRSJoZ3pdBS3SjweKJXdy4B4MqoJCpsFraX57I07xA7yvKYuOQLrl/5HTdEp7Cl9Cj+Ki1HayvYWJxFvrmaJ7oO9TimBAnXRyd7bBOES8HG4my6eAVe7Gm0uvm7K/DTyYkPaj4Hkrp4E26pHLtXfKvNI94YgBs3O8s950nrKKQqL5T+3ahNn+sxpcXp0qvkTO4WxLT1WVSYbac+QRCEZimkMoYExXDTyh94b99qqux1bC05yhOb5jTKwX0ip9tFtMGXfgFRPJ00nEJLDTes+J6BQZ2aLSj1aNfB9PAJEoFHQTgDV0QmIZV4/kw90W1oo/RSZoeNzJpyNpVkU2wxcUdcb6YNuIaRIfHcsOJ7j9u3p8T3ZWbGdvZVFpJTW9morcBczY6yXJbmH2J8RJeGXPnHuXBx1fJvWJZ/mHf6TuaLwddzWVgCnQz1CzQC1DpGhsR5nHuQxoDN6ezQxfgEob0SwUehzVDIZDySOJgRJ/0xUkplzBl1JwFqPUvyDpE85x0GL5zKB/tWc1NMKsODYxuPI5XxvxG3Ea7zoriu+S18LrebKpuFQLWBq6K6MyNjB6/uWsJHaWsptNRwRWQ3og2+/DNlDOk1ZaTOeZdBC6bSb/4HhGiNTApvvKpGJpHyw7CbidCJpOjCpanIUkNGTRldfYIv9lRaVZXZwcqDNfSP0Td74w6gKdqAzSset6z5xOnnSiNXEKnzYYvIbYQ6bAhOUy7Wwi3nNM413UOwOV18sj7r/ExMEDooi8PGNZ160Ns/giM1ZczL2cfqoiPsqShkbHgC10Y1riwvlUj4dOA1BKvrgx7+ah0TwhOptFn45vAWPux/ZZMgxfjwLlwfnYzipDQ4giC0LELnxc/Db2/ymZoQ3oUp8X2QSeuPV1jNfHZgA11n/5dRf0xj6MKPSZj1XxbmpeGtVPPriNtRnLTbZURIHP0CIlmSX1/x+lDVX7mpD1QWM2zhx/Se9z5j/5zOzIwd/DjsliY7ZoYHx3J7XG8UsqY7abxVWqYPup74k1L8+Cg1TB94Hf4qLRFa77P+3QiC0DaJbddCmxKq82LGsFs5WlvBhuJsAjV6+vhHEqo1klVTzhXLvm6ouvjF4c3UuRy803cy1fY6NpfkEKw10j8gknCdN2qZAl9Vy3na9AoVBqWKa6K6MyiwE2uLMqm0WejtH4FersRPrcPhcjH6j2nYXM6G8+5a+zP/TBnD8z1GsrM8Dy+lmgEBnQjRGtDIO+7WSeHSdjzPT5J3+w4+LthTidsN/WKaLzQjr8lBbsrFEnNtq8+ns1cAi/MPUmIxEaDRt/rrtVUyYyfkhghqD/6COrjvWY/jq1UyNiGQD9Zk8tSwWDSK9p1CQBBai1Im58H1v/K35NE8mzScvZWFBKj1hGu9eHrzPF5JHcsd8b3ZWpqLTqGkq3cQ3x3eyuDAaPw0OryUGm6L68WYsM6sK8rES6lmxxVPs7k0h9K6WoYGxxCk0RMl0tUIwhnTyJVMCO9C2jXPs6kkhwqrmYGBnQjTeRGg/uteYntZHs9smd/oXJPDyjXLv2XnFU9zWXgCu658mj9yD1Bhs5DqG8bh6lLuWDOzYSdC5LHPaF5tFeMWT+foCSshX9+9jGeThrNl8pNsKz1KSZ2JwUExhGqNRLawNTza4Mvy8Q9yqKqEHWV5hOm8iDf646/S4a/Wo5GLBxKC0N6I4KPQ5gRq9ARq9PTyj2g45na7+Tp9c0Pg8bgfMrbzQ8Z2bohOYdrAazAqNZTUmUirLGZDcRZ9/CNI8Q1lp4fCNJeFJhB47I+zTqEiVqHyWGTjv7uXNwo8AthdTv6x/Q+SfUJZMu5+/NTNBzEE4VKxriiTIHX956+9cjjdzNlZQc9IbYuFZtRF63HJtdiN0a0+p2i9LyqpjK1luYwP79Lqr9dWSSQSVBHDqd3/PfaKwyh8zn67+/XJoSxIK+KbLUd5cGCn8zdJQehAQjRG7ozvy2Mbf0MvVxFt8KXSZuFobSW+Ki3FFhO3rZ5BvDEAq8tB+rGKtzEGP17rPQGof8gbp1ARd8L9VVefoIvyfgShvVHLFcQY/Igx+Hlsr7Ca+feOxR7bXG43nx/cyNt9LydS501pXS3zju7j7T0rsTjtDf3CtF4EafRUWM1kmcobBR6Pe2vvSt7fv4Yj175IqM5zSgZPQrVehGq9GN7MFmxBENoXse1auCTYXE72VTRfCXtp/iFq7DYKzNXcsXomvee9x6Mbf2PSki/5T++J9PAJadR/YGAnpg++Dh+V9pSv3VJF7QPVxY3+QAvCpWxlQQY9fEMv9jRa1erD1ZSaHAztbGi+k8uJpnAdNp+uIGn9VXMyqZRYQwBbS3Nw4zr1Ce2Y0q87Uo0/pgMzz2mcMC81Q2P8eHtlBk7X2eeQFISOTCGT8XDiIG6J6YnJYWVPRQFHaysJ03rx3ZCb+PfOJfX3Z5WFDYFHgEPVJTiczhZGFgThQrA4HWR6yOd43P7KIqxOJxq5kgcTBxFj8Gv0vSZa78vng65j4uIveGnbohaLEdpdTiqaKQIqCIIAYuWjcIlQyeQMCIxiYW6ax/buviFo5HI+3r+eP/MONhwvtdZy++qZvJQ8ioGB0ZRbawnVehGo0TfaktCSwUHR/Jy502NbkncwapGnSGgHKq0Wdpbn8XTS8Is9lVbjdrv5eUs5nYPUhHo3nx5BVb4Hqa0Gq2/3Cza3BK8A9lcVklFd3miFUEcjkUrRRIyg9tAv2KsyUXid/crTG1NCeWDWHmbtLuD6lPYdVBeE1hKsNfJh/6t4KWU0+yqKkEjAT6Xlk7R17Kss9HhOb/8I5B7yvAmCcGHp5Up6+ISQZ67y2N4/MAq1rD4cEKo18uXgGzhaW8nOsjy8lRqK60w8uGEW2aYKPju4gWHBscQZ/Rs9bDhOJ1eiU4jUU4IgNE8EH4VLxo3Rqfxn93LMjqYVTF9NHY/V6eSD/aubtJXUmXhi01ze73sFj3Yb0nDc4XJytLaSRbkH2FGWR7+ASEaHdiZS7430hOTN48O7YFSoqbbXNRn79V4T8BdbroV2YGVhBm4gpR2vfNyRY+ZwcR33Dw1osZ+mYDUOTRBO7YXbGhiiMeCl0LC19GiHDj4CKIN6Yzm6HNP+7/AZ8PJZj9M5QE+vcC/+s/ww1yWHIGmhuJAgCM3zVmkwOaw8tWkOBZYagrUG3ug1kV+ydjfpq5eruDIqqeHncmst2aZKZmRso9Zh5/roFLp4BRCsNV7ItyAIHZJRqeafqZexKO9Akza1TM7tcb0bCtMAGBQq3t+3itlZe7E47U3SXb2zdyWPdBnEE5vnNhnv8W5DCNGc38/1idcPk8PGDdEpdPEKFNcPQbhEiW3XwiUjUu/N8nEPNPpi7q/S8dPwW+nuG4ztFMv9s07YduB2u9lamkuPOe/w6Mbf+OrwZu5f/yupc99ld3lBo/Oi9D6sHP8gXbwCG475KDV8NfgGep+Ql1IQLmVL8w8RpvUipB3f0P2wqZRwHyWdg9TN9pFaK1GW7sTm16PZPq1CIiHBK4Cd5XlYnY4L+9ptjEQqQxM5hrq8tdjLD576hBbclBLGrvxq/jxYcp5mJwgdk9Pt5qi5CofbRW5tFWuLs3iv3xX4KP8q7NfZGMDicfcRa6gvTlFaV8vrO5fRe957vLtvNZ8d3MCoPz7l1tUzyG9mJZYgCOdXV+8gZo28o9GOr2i9L0vHPUCnkwrC2JxOcmurMDmsTQKPAEV1NYyPSGTECTkalVIZT3UbxiOJg1HJzt+6prK6Wv6za3nD9WP6wY2M+mMaN6/6kXxz9Xl7HUEQLhyx8lG4ZMilMvoERLJq/EOU1tXicLvwU+sI1RiRSaXUORzNFpcBGBX6V/GCPHMV1yz/pskqymp7Hdev+I5VEx5uCMI4XW6iDf4sHfsA5TYzNpcTP5WWMK0RWQu5TwThUuF2u/kz7wA9/cIu9lRazd48MzuPmpky0L/FFXDqgtUgkWH17XYBZ1cvwSuAzaU57CzPo19A1AV//bZEGdSTutxVVO2Zjt+wt5FwdqsWU8OMJAbqeW3pYcZ1CTz1CYIgeKSVKUj2DW3Igz3twHqGBccydcDVKKQywnXeBKsNBKi1WJ0u5FI4XFXCex52pKwoSGdO9l4e7DJQrEgWhFamV6iYHNmN3v4RlNbVIpNI8VfrPD5s1soVjA1LYHlBusexhgTG4KvUMmPYLVTaLNQ6bHgrNQRrDGjk53fL9eHqUt7dt6rJ8VWFGczO2s3DiYPE9UMQLjFi5aNwyQnWGknyDSHFL4wInXfDdoEAjZ63+072eE6Mwa9RIY0ii4lCS43Hvhk1ZZTW1WJx2NhfUciTm+cyacnnvLFnGVKJhETvQCL1PiLwKLQbh6pLOFJTTt+AyIs9lVbz1boSQr0UJIVpmu/kcqLNW4nNJxG3rPnVka3FoFATqfVmc0nOBX/ttkYikaKNmYi9ZDfWvHXnMI6Em3uGsS6rnNUZZedxhoLQsQRo9Lxz0j3WqsIMbln1Iy9sXUCAWsfa4iNMXvY11y7/hs0lOXxyoPnP7of711BsMbX2tAVBAKQSKeE6b1L8wujuG9LsLheJRMK1nZIbrWg+TiGV8Xi3Idy+ZgZ3rJ7JwaoSQjRGog1+5z3w6HS5mHZgfbPtH6WtpaiZ73GCILRdIvgotCu9/SL4ffTdxBr8AJBJpFzbqQdLxt5PuM67oZ/1FBWqrS4HKwsySJ77Dp8eWM+64iympq0jZc47rC3KxOVhK4IgXKoWHk1DJZW125WP23Nq2XnUzNgkL6QtPCVXle1EZi2nzr/XBZxdY128g8g0lYubakDh2wWFbyJVuz7F5bSe9TgDo3yI89Px7yWHzuPsBKHjae4ea9Fl93Lf2l+4ffVMVhSkszj/EJ8d2EClrWmu7OOq7Z63dQqCcHFF6X1YM/GRRlurU3xD+XXEHby0bRGLcg+wOP8QVy77mjvX/ERBK2yBdrhdLabSqrbV4cR93l9XEITWJbZdC+2G2+3G7LSR4hfGmomPUGmzoJTKCFDr0StUjfqGaI0opDLsLmeTcXRyJV4KNeMXf47L3fgPm8Pt4vbVM9l8+eONgpmCcCn7LXsPqX7h7bJyu8vt5rNVxUT5KkkKbWHVI6DN+QOHPvyCFpo5WYzBF41MyYbi7EZFGzoqbdyVVG19C9P+7zB2v/esxpBIJNzaK4xXFh9idUYZQ2P9zvMsBaFjMChVjI9IJMUvjBq7FYVUir9Kx/cZW1lR2Hib5pbSo0yJ78PC3DSPY00MT8RHpaGkzoTd5cRHqTnvq6cEQThzEomERO8gfhlxO+VWM063m3xzFXet/ZlsU0WjvovzD7GjLJcQbdfz9voldSZww/XRyfx+dL/HPhPCE/H1sDpTEIS2Tax8FNqFvNoqPk5bx4hFnzDw9494a88KlFIZ0Qa/JoFHgEC1gRd7jPI41v/1HI/d5aTcavbYXmSpoaSu9rzOXxAulkJzNeuLsxgSFH2xp9IqlqVVc7i4jknJ3i3mBpJXZaCsOowloO8FnF1TUomURK8ANpfkYOvghWcAZBo/NFFjqD30K/aKs1+5ODjal3h/Hf/44wBut1gtIQjnIkRrpLNXANEGPyxOB5+kbWjSZ19lIVF6H2IMTYP9ermKp5KGMS9nH2P/nE7/+R/y8IbZHKwqxuHhobAgCBeej0pLrNEfL6WahzbMahJ4PO7jtPVYHC3vKDsdheYafkzfxmV/fEbv+e8RrvVuWGV9Ip1cyfM9RoqHFYJwCRLBR+GSl2+u5trl3/L4pjkcrCohp7aC9/atpv/8DzlS4znHl06h5KHEgfww7BbijP5IkJDoFcTskVO4JbYnppMK0Zzs5BWRgnCp+iVrFzKJlIGBnS72VM47s83J9NXFJIdriA1oOYejPvt3nCpf7F5xLfa7ELp5B2N1OdhWlnexp9ImqMOHI9OFUrnlv2e9/VoqkXBnnwjWZJbzx4Hi8zxDQei43LhxuD0HDB/d+BtfDr6BRxMHo5erUEhlXNOpB+snPcq3h7dy86of2VWeT565im/Tt9Jz7rvsqyy6wO9AEISWuN3gcDWfIsHhdp7z96LSOhNPbPqN29fMZHdFAbm1Vdy48ns+6n8Vjxy7fsglUq7p1IPNlz/uMSgpCELbJ4KPwiVvR1kum0ubFmgotdby3t7VWJtZPeSv1nNTTCqrxj9E5vUvsWz8A1wRlYSfWkeQRo+umSdq3koNAWrdeX0PgnCx/Jixnb4BkRiVF77ASmv7dn0pNXVOLk/2abGf3HQUVekO6oL6g+Ti/1k0KNVE631ZXZiOG5ETTSKVoetyIw5TPqY9n5/1OP0ivekRYuS539NwusQDJEE4H/xVWm6J7emxrchSQ6G5iv/2mcS+q5/l8LV/46vBN+Bwu3hr74om/eucDp7cNJeKZnaeCIJw4QWotdwc4/kzDnB3fD90inNbhZhjquSXrN2NjhXXmZi89Ct8VRp2Xfk06de9yJeDb6CLd1BDsVFBEC4t4pMrXNIcLhdfH97cbPsvWbsoPcUW6WCtkQidN0EaQ8OxEI2RqQOu9tj/04HXENpMlThBuJTsrShgS+lRRofGX+ypnHcHCy3M2l7OmK5GfHUtpzfWH5mNU+WD1bfbBZrdqSX7hlJUZ2J/pVilByDXBaOLmUxt+lzq8laf1RgSiYQHBkSxr6iGLzZln+cZCkLHJJPKuD2uD5G6pg95UnzDGBQUg0omJ1znTYTOG71CxcJm8rhBfQXtlgrVCIJwYcmkMu7s3IcID7nue/qFMeg8pO1pLrejw+3i3zuXABCh88bgIZWWIAiXDlFwRrikSQCVtPkiGSqZjBbSvDVLKZNzZWQS8RMf4f92LuVgVTHdvIN5KWU0id5ByKWys5+0ILQRnx/chI9S0+62XNscLv77RwGh3kqGJ7T8oEBReRBV6Q5MUZNA0nY+1yFaIyEaL5bmHaKrdxASzuJC1s4oQwdgr8qgcstb+OkjUHid+ReeLoF6xiYE8OLCA1zbIxQ/ncgZJQjnKkrvw6oJD/F9+jZ+yNiGQirj/oT+XBGVRJjOq0l/VQvFzaQScbUThLYmSu/L6gkP8136Vn7M2F7/Ge8ygCsjPX/Gz5Ra1nxIQiaRtpizWxCES4cIPgqXNJlUyv1d+vNT5g6P7XfH9yNIrT+rsY1KNQMCOzFz+K2YHXZ0cgWGdrg1VeiYqmwWvj68mSsjk1C0s2D69NXF5FbYeGJ0EDJpCzesLheGwzNwaIOx+Zy/So3nS2+/MObn7udgVQldvAIv9nQuOolEgi7heqp3fkz5un8QMPIjpOqWt9R7cm+/SNZnVfD0vH18c1NqK8xUEDqeSL0PL/QYwT0J/ZAAAWp9swGD8eFdeHbLfI9tV0V1x0+kthGENidS78Pfeozk3oT+SJHgr9adt6DgpIiu/G3bQo9t13Tqjp9Ke15eRxCEi0tsuxYueV28gjzmIuniFcid8X2RnWNgxahUE6w1iMCj0K5MO7ABm8vJ5Mi2s9X4fFh9qJrZOyqY1MObUO+WV7Vp8leiqMnGHD6mTeR6PFmEzpsQjRcLcvaL3I/HSGQqDN3uAoeF8nUv4bKfeW44X62SBwZE8d22XBalieIWgnC+yKQygjQGAjWGFoMSIVoj/0od2+R4kMbA670miK2VgtBGHf+MB2iaf7hwNkK1XvwjeUyT48EaA//Xczx6cU0QhHZBrHwULnmBGj3v9J3MXfF9mXpgLbV2G7fH9WZocAzhHvKTCEJHV2Ov4529K7kstDP+7WiFSUZxHW8syic5XMuQ+JZXPMssJRgyfsbqn4JDF3aBZniGJBL6B0TyW84etpQcpW9A1MWeUZsgVXuj734PNbs+pXzdi/gOfh2p/MxWRYxLCGBVRhl3/ryT3U8PJ9AgvtgIwoXirdTwUOIgLgtL4KP9ayiymLgishuTIrsSpfe92NMTBOEC81ZpeKzbYMaHd2Fq2lqKLCaujEpiYkRXovRnvsNBEIS2SQQfhXYhUKMnUBPHwKBOOF0utOdYdU0Q2rM3d6/AZLdya2yviz2V86awysYLs4/ib1BwY1/flp/IOx0Y90/DJdNgDh1x4SZ5FkK0RjobApifs59u3iHnXFGyvZDrQzEk3UPN3s8pX/18fQBSaTj1icdIJBKeGxHLfb/u5sYftrH4vv7IZW1v9asgtFe+Ki19AyL5cvAN2F0utHKFyOsmCB2Yr0pHv0AdqX5h4pogCO2UuNMW2hWVTC4Cj4LQggOVxby9dyXXRacQqDm7fKhtTWG1naf+l4NEAvcMDkAlb+FPm9uNIX0GiuosajtdjlvW9le8DQzqhNPt4tesXbhxX+zptBlyrygMPe7HWXOUshWP4TDln9H5vlol/xgdz9rMch7+bQ9ut/jdCsKFppTJ0SmUIsggCAIgrglCxzJy5EheeOGFiz2NC0YEHwVBEDoIq9PBbat/JEhj4OaY9lFoI6O4jkdnZOFwuXlwWCBGTcs5XrXZv6PNW445Ykzb3W59Eq1cybCQWHZV5LO2MPNiT6dNkRsiMKQ8gsthpWz5w9QVbDij85NDvXhqaAyfb8zhhQVpIgApCIIgCIIgXBBTp07loYceutjTuGDEtmtBEIQOwO12c/+6X9hbUcgH/a5EJbu0L/9ut5vF+6t4f2khAQYF9wwOaDnw6Hajy5yDPmsu5uAhWP1SLthcz4dYgz/JPjXMydmLj1JDkm/IxZ5SmyHTBuCV+himgz9Rse6faKMnYOh+L1Ll6a3sHdclkFqbk7dWZlBZZ2fqVd1RiC3YgiAIgiAIQivq2rXrxZ7CBSXurgVBENo5h8vJg+tn8X3GNp5JGk5nr4CLPaVzkl9p4+9zcvnvHwUkh2t5ZETLKx4lthq8935UH3gMHUZdyKALONvzZ2BgFDEGX75N38r20tyLPZ02RaLQoO82BV38NVhyllHy553UZszH7XKc1vnX9Ajh2eGxfL35KMM+Xkd6aW0rz1gQBEEQBEG4GPbt28cdd9xBr169SE1NZcqUKezatQuAF154gdtuu41ff/2VESNGkJqayu23387+/fsbjZGfn89TTz1F3759SU5O5o477mjSp7a2lv/85z8MHTqUlJQUrr76apYvX97QfvK2a6vVyptvvsmwYcNISkri8ssvZ+HChac997ZOBB8FQRDasYzqUkb/MY2vDm/i2aThjAqNv9hTOmuZpVbeXlzAlK8zSCuwMGWgPzf29UPZTI5HidOGNncp/pteQFmRRk301dQFDbjAsz5/JBIpY0I7E+flxw9HtvFL5i7MDtvFnlabIZFIUIUOwKvPc8i9Y6ne8RHFi27DdPBnnHVlpzx/fJdA3pvcjZxKC93fXsnfFqZRWmu9ADMXBEEQBEEQLgSTycQ999yDj48PH374Ie+99x4Wi4W7776bmpoaANLS0njvvfd45JFHeOutt6isrOS2226jqKgIgPLycm688Ub27dvHP/7xD9555x1cLhe33HILGRkZALhcLu655x5+++037rvvPj799FM6d+7MI488wqZNm5rMy+128/DDD/PTTz9x55138umnn5KamsqTTz7JnDlzTnvubdmlve9OEARBaMLldrGpJIevD2/hu/St+Km0vN3ncnr4hl7sqZ0Rq93FoaI6dhytZW16DenFVoxqGeOSvBkcp/cYdJQ4rSiq0lGV7kBdtAGJ3YzNNwlL6DBciku/wI5UImVUcDzBaiMbirPYWZ7HgIBO9AoIJ1hjQIJI0C5VeaHvchPOiJHU5a6gZv+31Oz9EoVfEurgPigDeiD3jkUqUzc5t1uwgc+vS2bmjjw+XHOE91cf4cqkYK5KCmFEnB8B+rZfoEgQBEEQBEHwLD09nfLycm677TZ69eoFQExMDD/99BMmkwmAmpoaPv30U/r06QNAjx49GD16NN988w3PP/883377LZWVlcycOZOwsPoc8kOHDmXChAl88MEHfPjhh6xevZrt27fzySefMGrUKAD69+9PdnY2GzdupF+/fo3mtX79etasWcN7773HhAkTABgyZAgWi4W3336bSZMmnXLuBoOh9X+B50AEH89CcXExTqez4R+RIAjtU0hICD/88MMFfc0zub64gaIYX6r9tdhVcqxaJWajCofqr0u7V5EJ3dFsPlm5rxVnfWZcyKlSxOGUqHAjwyWR40KJU6LEKVHjkOhwShsHhmQuC3pnISprCZs3u6jZU06IwoRK6kIrtaOXOTBIG68CLHUEk1lnxFSmgMObL+RbvCC8pRLq9Co2mTLZlFlfiEbqciG3u5A4XChsDrTVVjp6gWyFLJEgrYUASyWqgj+BPxvabC4pZpsci0OG1SnD7pTgcEtxuqT0tnqxm678vNPFzzv/qqQtd1hQ26pR2WuRO+uQO23IXA7U1iqCy/cjcztPa14X+voi7l0EoWNo6/cugiBcui7G9eV8i4+Px9fXlwcffJDx48czbNgwBgwYwHPPPdfQJzQ0tCHwCBAYGEhqairbtm0DYMOGDSQmJhIUFITDUZ/iRyqVMnToUObNmwfA1q1bUSgUjBgxomEciUTCzJkzPc5rw4YNSCQShg0b1jAm1G/NnjdvHocPHz6tubdlIvh4FlQqFTbbuW11KygoAOo/wB2d+F38Rfwu6nXk38OZXF/qdEoODIxqsU9VkJ6qoLa14s9dEgHFMWd0jlOqwSSNxkQ0AMVuoKPvOHYCVafoo7sQE7kEuAHTafQ7MXWo0nMXh1yDSa7xOJzCaSGwMv3M53cBnI97l0tFR/wb0hHfM3TM990W37NKpaKmpoaCgoI2Na+OqC3+++hoxP8GbZtOp+PHH3/k008/ZeHChfz0009oNBomT57MSy+9BNQHG0/m5+fHvn31izkqKyvJzs6mW7duHl/DYrFQWVmJt7c3UunpZTqsrKzE7XbTs2dPj+3FxcUkJia2OHeVqm3v0BHBx7OwdevWcx7j+JPBZcuWnfNYlzrxu/iL+F3U68i/h/NxffGkvf1O29v7gfb3njrm+7n8wkzmLLTWtaUtam//9k5HR3zP0DHfd1t8z1u3bm2T8+qIxP8OF5/436Dti4mJ4a233sLpdLJ7927mzp3LzJkzCQ8PB+oDgScrLS3Fz88PAIPBQN++fZtdcahUKjEYDFRWVuJyuRoFINPS0nA4HHTv3r3ROQaDAa1Wy3fffedxzKioqFPO/b777jvj38WFJArOCIIgCIIgCIIgCIIgCO3aH3/8Qf/+/SkpKUEmk5Gamsorr7yC0WiksLAQgJycHNLT/9rJUlRUxM6dOxkwoL5wZd++fcnMzCQ6Opru3bs3/Ddv3jx++eUXZDIZvXv3xm63s2rVqoZx3G43L730Ep9++mmTefXt2xez2Yzb7W405uHDh/n4449xOBynNfe2TKx8FARBEARBEARBEARBENq1nj174nK5ePjhh7nvvvvQ6XQsWrSImpoaLrvsMubMmYPb7eahhx7iiSeeQCaTMXXqVIxGI7fddhsAU6ZMYe7cuUyZMoW77roLHx8fFi5cyP/+9z/+9re/ATB8+HBSU1P529/+xuOPP05UVBTz58/n0KFD/OMf/2gyr2HDhtGnTx8eeughHnroIWJjY9m9ezcfffQRgwcPxtfX95Rzb+tE8FEQBEEQBEEQBEEQBEFo1wIDA/niiy/44IMPeOmll7BYLMTHx/PRRx/Rv39/5syZQ2hoKHfeeSevv/46FouFgQMH8umnn+Lt7Q1AUFAQP/30E++88w6vvPIKVquVTp068dprr3HttdcCIJPJ+Pzzz3nnnXf46KOPMJvNdOnShS+++ILU1NQm85JKpUyfPp0PPviAzz77jLKyMoKCgpgyZQoPP/zwac29rRPBR0EQBEEQBEEQBEEQBKHd69GjB19++WWLfW666SZuuummZtsjIyP54IMPWhzDYDDwyiuv8Morr3hsX758eaOftVotf/vb3xpWT3pyOnNvq0TOR0EQBEEQBEEQBEEQBEEQWoUIPgqCIAiCIAiCIAiCIAiC0CokbrfbfbEnIQiCIAiCIAiCIAiCIAhC+yNWPgqCIAiCIAiCIAiCIAiC0CpE8FEQBEEQBEEQBEEQBEEQhFYhgo+CIAiCIAiCIAiCIAiCILQKEXwUBEEQBEEQBEEQBEEQBKFViOCjIAiCIAiCIAiCIAiCIAitQgQfBUEQBEEQBEEQBEEQBEFoFSL4KAiCIAiCIAiCIAiCIAhnwGQykZyczMCBA7HZbKfsf9ttt/HCCy+c9vgn9t+0aRMJCQnk5uae9XwvJhF8PAu33nort95668WehiAI7ZC4vgiC0BrEtUUQhNYiri+CIHRUCxYswM/PD5PJxJIlS1r1tVJTU1m7di0hISGt+jqtRX6xJ3ApKigouNhTEAShnRLXF0EQWoO4tgiC0FrE9UUQhIvB6XKz5kgZBTVWQgwqhsT4IZNKLugcZs2axeDBgykqKuKnn35i4sSJrfZaSqWSgICAVhu/tYmVj4IgCIIgCIIgCIIgCMIlYfaeAqJfW8rIaRu45cftjJy2gejXljJ7z4V7GJKRkcGuXbsYNGgQ48aNY/PmzWRkZDS022w2Xn/9dQYMGEDv3r155513cLlcTca49957SU1NZfDgwTz99NOUlJR4fL2Tt13bbDbeeusthgwZQmpqKtdffz1r165tvTd8jkTwURAEQRAEQRAEQRAEQWjzZu8p4Lpvt5JbVdfoeF5VHdd9u/WCBSB//fVXtFotQ4cOZfTo0SiVSmbOnNnQ/n//938sXLiQN954g5kzZ5Kfn8/WrVsb2ouKirj55puJiIjg119/Zdq0aZhMJm688UbMZvMpX/9vf/sba9as4a233uK3335j/PjxPPDAA6xcubI13u45E8FHQRAEQRAEQRAEQRAEoU1zutw8MWcvbg9tx489OXcvTpenHuePw+Fg/vz5jBgxAo1Gg8FgYNiwYcydOxeLxYLJZGL27Nk8/vjjDBs2jPj4eF5//fVG26ZnzpxJYGAg//znP4mNjSUpKYn333+f0tJS/vjjjxZfPzs7m99//53XXnuN/v3706lTJ+68804mTpzIl19+2arv/WyJnI+CIAiCIAiCIAiCIAhCm7bmSFmTFY8ncgNHK+tYc6SM4XH+rTaPVatWUVJSwoQJExqOTZgwgSVLlrBgwQISEhKw2+107969oV2lUpGYmNjw8/79+8nIyCA1NbXR2FartdH2bU/2798PwO23397ouN1ux2g0nvX7ak0i+CgIgiAIgiAIgiAIgiC0aQU11vPa72zNnj0bgMcee6xJ208//cTLL7/s8Ty5/K8QnMvlon///h77GgyGFl/f7a5f2fnjjz+i0+katUmlbXODc9uclSAIgiAIgiAIgiAIgiAcE2JQndd+Z6O8vJxVq1Zx9dVXM2fOnEb/XXvttezZswebzYZKpWLbtm0N5zkcDg4cONDwc3x8PBkZGYSEhBAVFUVUVBReXl68/vrrHDp0qMU5xMfHA1BcXNxwblRUFLNnz2bWrFmt88bPkQg+CkIHZbbbyKopJ72qlEJz9cWejiBcEOVWM0eqyzhSXUaF9dSJnAVBEARBEIT2r9hiIr26lMyaMmrsrbtqTjh7Q2L8CPdSI2mmXQJEeKsZEuPXanOYO3cuDoeDe+65h86dOzf674EHHkAmk/Hbb79x66238uGHH7J48WIyMjJ4+eWXKSoqahjn5ptvpqamhqeeeoq0tDQOHDjA008/ze7duxuCi82Jj49nxIgRvPzyyyxbtoyjR4/y5Zdf8tlnnxEREdFq7/1ciG3XgtAB5Zgq+Mf2RfycuQu7y0m80Z/3+13JoKBoDIrWe0okCBeL0+Vif2URj26czZqiTACGBcfyYf+r6OodiFQinsUJgiAIgiB0NBaHja2luTyycTZ7KwqRSaRcEdmN//aZRIyh9QJYwtmRSSW8f2US1327FQk0KjxzPCD53hVJyKTNhSfP3ezZsxk4cCCxsbFN2iIiIhgzZgwLFixg9erVqFQq/v3vf1NbW8v48eMZOXJko74//PAD77zzDjfffDMymYyUlBS+/fZb/PxO/W/vvffe47333uPll1+mqqqKiIgIXn31Va655prz+n7PF4n7+GZx4bSNGjUKgGXLll3kmQjCmcs3V3HZH9NJqypq0vbn2PsYHdr5IsxKOE5cX1pHenUpPee+S63D1ui4QaFi2+QniTW2XkJqQWgLxLVFEITWIq4vwqVsa+lRBvz+Ia6TwiLhOi/WTHiESL3PRZqZ0JLZewp4Ys7eRsVnIrzVvHdFEld3D7mIMxOaI1Y+CkIHk1ZZ5DHwCPDUpnksHXc/gZqWE9wKwqXE5nTwSdq6JoFHgBq7lS8PbeJfqeNQyGQXYXaCIAiCIAjCxVBhNfPC1gVNAo8AubVVbCjOEsHHNurq7iFc0S2YNUfKKKixEmJQMSTGr1VXPArn5pIIPlZWVvLuu++ycuVKTCYTCQkJPP300/Tu3RuABQsWMG3aNLKzswkMDOT666/n3nvvRSKp/4fncrmYOnUqv/zyC9XV1fTq1YuXX36ZqKioi/m2hA7C5nRQXGfC7Qa9QomPSuux3ep0IpdIUcvkBGmbD/4VmquxuZwopDJCtMYmP5/K8vz0Ztscbic1dht1zgoUUinBGmPD56i1FVtqqHM6kEulBGsMYhuscN5U2epYVnC42fYV+ek8191KWa0ZN6CRyQnTeTe0Z9aU4XS7kUskdGph+02N3Uql1QIS8FfpcLic9Z996ldYBomgviAIgiAIwkVz/HuTBFDK5JjsVuIM/mwszsbitCNBwmVhnbkhOgWdXInd5QTA6nRQUmdCigSX240LNwqpjGCNweN3JafLSaHFhNPtQitX4q/WNekjnDuZVMLwOLF76VJxSQQfn3rqKcrKynj33Xfx9fVlxowZ3H333cyePZvc3Fyee+45XnzxRYYOHUpaWhrPP/88SqWSKVOmAPDJJ5/w008/8Z///IegoCDeeust7r33Xn7//XeUSuXFfXNCu3a0tpL3963m84MbMTvsjAiJ460+k+jqHYRSJie3tpIP9q1h+sGNmBxWhgXH8lz3EbhKXfQJiCRAo28Yq6yulpWFGby0bSGHq0uJ1PnwfI8RKKUy7l33CxE6b/6ZMoZJEd0IPOG8k0XovT0efzppOF28Api89EsOVBUTpvXipeRRXBXVvVVXQlbZLGwqyeHZLfPZW1FIkMbA891HcEN0KsEtBGEF4XSpZXKC1Ab2UtikzV+t4+uhN/Kf3cv5/NBGqmx19A+I4r+9JxKp92V5wWFe27WUIzVldNL78rceIxkX3oXwE4KTLreLw9WlvLRtIfNy9hOiMfDziNv5Ln0L36Vvo87p4LLQeF7rPZGuXoGo5IoL+O4FQbhQ0opqeGLuPmptDt6YmMjgaJErTBAEoS04+XtUhM6bhxIHoZMpqLRZ+G3UFJ7aPI9XUseyoTibpzfPo8JmYWxoAql+YXyctg4flZYInTfv7VvFwaoSwnVe/D15NFdEdm/03SvfXMVXhzbzwf41lFvN9PGP4O2+k0nxDUUvcusLHVibz/mYnZ3NZZddxsyZM+nZsycAbrebsWPHMnHiRMLCwsjNzeWJJ55oOOfhhx/Gbrczffp0bDYb/fv359lnn+Wmm24CoLq6miFDhvD6668zceLEM56TyGsinI48cxUTF3/BnoqCRscVUhmbLn+cQLWeCYu/YHdFfqN2uUTKrJFT2FtZwKOJQ9AplNicDqYd2MCTm+c2eZ0Huwykzmnn68NbAHgmaTh/TxnTbOGYjOpSEme/idPtajg2KiSeMWGdeWHrgib9H+4yiP/rNQ6jUnPGv4NTcbld/Jq1m5tW/tCk7daYXrzf/4omK0XbO3F9aR1L8g4ybvHnTY6vmfAwz235nQ0l2Y2OSyUSfh99Dw+s/5Wc2opGbS90H8mz3YfjfezfZkZ1Kb3nvU+1vT7nzE/Db+OlbQvJqClrdJ5GpmD9pMfo4Svy0AgXnri2tK5Ki52e767C6XajU8opqK5j25NDifETq12E9k9cX4S2zO508tnBDTy+aU6TtgcSBuBwu5iXs48FY+7hqc3zWFN0pKF9xrBbeHnHn0TrfRkWEstL2xY1GeOxrkP4V+pYjEo1xRYTt63+kaX5jXfcSJCweOx9jAxtuYKxILRnbX5fo4+PD9OnTycpKanhmEQiwe12U1VVxbXXXtsQeHQ6naxevZrNmzczaNAgAA4cOEBtbS39+/dvON9oNNK1a1e2bNlyQd+L0LHsKS9oEngEsLucvLh1AQXm6iaBRwCH28X7+1dTbbNSXFcDQIGlmr9vb/rHDmD6wY1cHdWj4ef39q2mpM7U7LzCtF7MGnkHCulf+e3u7tyXN3Yv99j/kwPrKa6rbXa8c5FvrubJTU0DqgA/HNlGoaWmVV5X6HhS/cJ5qtuwRsei9D5YnI4mgUcAl9vN37cv5L6E/k3a3t23iqJjnzGr08HU/WsbAo8JXgEUWKqbBB4BLE47r+9aQnkrfZ4EQbh43lqZTpHJyn8nJPLmxESUMikv/3nwYk9LEAShw8u3VHsMGgJ8fmgTV0YlUVxnYkFuGnLpX+GROKM/pVYzh6tLuatzP/67e4XHMaamraX42H3h0dqKJoFHADduHts4hyLx3UbowNr8tmuj0ciwYY2/MC5atIicnBwGDx7ccCw/P5/Ro0fjdDoZPHhwwyrHwsL6bXYhIY1XmgQGBlJQ0DQwdNzxJ3ieFBQUNBlPEE42K2t3s21L8g/zj5TLeLvP5XTS+yKVSCiuM7GpJJufjuxkZUEG9ycMoMBcQ7TBj9I6s8diGQBOt4sqmwWFVIbd5cTpdnG0tpKYZnLTqeUKxoR1Zv/Vz7GhOItii4lOBl8qbRaP/d24yaguI64VqgFX2epaDDDurSgk0TvovL/uxSauLxeev1rHS8mjuatzX1YUpCNBwlVRSXyUtrbZc7aX5fF895FNjttcToosNSR4BVJhNbMgN62hrbdfBCsLms+rujT/MBU2C74i94/QCsS15eKorrMzdW0ml3cNItioBuDG1FA+XpfFq+O60Mm3Y63gF9oncX0RLlVl1lpMDqvHNqfbRbnVjEomZ8HR/QwLjmXFsfu4Xn7hrCrIAOp3xBx/0Hwyl9tNZk0ZWpmCsjozQRqDxyBjWlURNXaryAEudFhtfuXjybZt28aLL77IqFGjGDnyry+FRqORX3/9lQ8++ICDBw/y3HPPAWCx1AdUTs7tqFKpsFo9X4QE4XxoKe+il1KNy+0i1ujH7ooCntkyn79vW0St3cbsUVMYFhyDxWlHI69/PqA6RRVejVyBw/XXNmqtrOVcpmqZghiDH7fE9uLJpGEYFeoW+xsUrZMbVSlt+X15KVuelyCcCW+VhkTvIB5KHMSDiQORSiT4tJBOQCWT48JzZhK1rD5vo0Iqa/TvtNZhw6uFMb2UGqQXqIiTIAgXxqzdBZisTq7u/lfwZVxCICq5lO+35V7EmQmCIAgqacvrrbTHCst4K9WYnfaG42aHreEeTyFtOWxidtjpPf993ti9nI/6X8Wd8X2a9JFLpMhFQU2hA2vzKx9PtHTpUp555hmSk5N59913G7Xp9Xq6du1K165dcblcPPnkkzz77LOo1fUXDJvN1vD/A1itVjSa5r8gtpSzpKUnf4Jw3M0xPZvdynxnfB8KLTW8v28164qzGo7/L2sXv+emseiye/kxfSujQurzggSo9HTxCuRAVXGTsYI0BqrtVtzHgiRBGgMhZ1ioxV+tI9UvjB1leU3afJQaInQ+ZzTe6fJT6xgaHMPqwiNN2nRyJZ29AlrldS82cX25+ArM1Vy/4jteTB6FBEnD5+dE13dK5vec/U2OR+i88VfVr1z0U+t4qtswbl09A4Al+Yf4ZsiNfJe+1ePr3p8wgKhW+jwJgri2XBw/bM8lJcxIoP6vXMsahYwh0X78sC2Xv4+O91gNVRAuJeL6Ilyq/NU6unoHsb+yqElboFpPrd2Gy+3m0a5DeHjD7Ia2ZQXpLBxzD18d3syhqlK6+4R4TKnlr9JR67BRZKmhyFLDqqIMPh5wNQerSlh/wve86zolEyB2vggd2CUTev/hhx949NFHGTp0KJ9//nlDIHHr1q3s2bOnUd/4+PqATXFxccMWgOLixkGb4uJigoODL8DMhY4qXOfFO30nNznexz+CkSFxWJz2RoHH48wOG2/vWcFj3YYSqjUCEKQ18NPw25qs0tLKlXwy4Gre2buy4efZI6c0nHe6AtR6vh96c0NA5Ti1TM6cUXee8Xiny1elZfrA6wjRNB5fIZUxa+QUwjSt87qCsLeikPXFWXx7eCtv970cCY0DA4legfwteRR/5jXO2aaXq/hp+G3EGP9KazAiJI4rIuvzEtc6bGwqyeGxrkOavOaQoGiuj05Geoqn54IgXDrKam2syihjRGzT1CTDY/04XFrLwZLm8zALgiAIrStIY2DmsFubfI/SyBR8MvAa3t67kjvj+5LsE8q/Usc23BP6qbQ4XE6eShrGh/vX8EbvifidVAhTLZPz6cBrGr6LHffKjsU80GVAw8+xBj9e6z0enah2LXRgl8TKxxkzZvDqq69y22238eKLLzb64vbVV19RWVnJjBkzGo7t2rULuVxOp06d0Ol06PV6Nm3aRGRkJFBf7Xr//v3ceuutF/y9CB2Hl1LDnfF9uCysM7OydlNWZ+aqqO4YFCoyakpZW5jZ7LkLcw/wUf+rcbldlFstyCRSknyC2Tr5SdYWZbKpJJtk31CGBMeQX1vFiz1GE6wxEGvwI1hrQHoWS/oTvYPYMvkJ1hdnsa4ok24+wVwWmkCEzguJBEosJqQSCX7n+YldvFcA6yc9ypbSo6wsSKezVwDjwxOJ1HmjkF0SlyjhIqi21VHntGNQqNDIzzwtwMwj2wH4JWsXMomE+WPuYlXhEcrrahkQ2IkB7/QCBAABAABJREFUgZ14ZtM8vhh8PQeqijlUVUKc0Z/Jkd2I0zfOpxqsNTJt4LU8130Ev2btQiqRcG/nftyX0I+DVSUopDLiDP7IpVLCtF4A1NjqsJzD/AVBaBv+PFiMyw39o5quaE4JNaKSSVmwv5gugSLHlyAIwoVkdTqosllQyxR08wlm2xVPsqbwCBtLsunmHUxPv3D2VOQzc9itqGQyDAoVkyK6svPKp5mdtZsQrYHPDm4kSGPgkwHXsLMsj1kjp3C4uoQtpUdJ9AoizujPf3YvY2d54yKiJXUmwrRePJw4iMtCE0jxCyVc531xfhGC0Ea0+W/2mZmZvP7664wZM4b777+fsrK/Koiq1Wruuusubr/9dj788EOuuOIK9u3bx1tvvcXtt9+Oz/+zd9/RUVVdA4d/03t676RC6L13kCogKooFFBv2194+9VVfe+8VEcSGCqgoSu+910CAhIT0nkxmJlO/P0IGhpkEUAII51mLtcy555aJmZl79zln78D6G8EbbriBN954g6CgIKKjo3n99deJiIhg6NCh5+tlCZcIf6UGf6WG9A4RGG11ZFaX8OKOxfgrNBiUjY98qWVyrE47L+1cyo9ZO9DKFdyX3peBkcnckNyZG5I7A1BkrmFfZREf7FtNpdXMqJhW3N6yJy30QX9riVecPpA4fSDXJnZ0t+UYK/j+8Da+PbwNpVTGnS17MSwmjahjQZSzoeG8Vya0O3Vn4ZJWUWdiZ0UBr+xcSo6xgh6h8TzUtj9JhhBUZxCs1suPv/++z9rO7Owd9AiNRy9Xsm73Ch5sA3/kZfBHXgbpAeHE6gLYWJrD6Nh0FHLv84Rp9IRp9PQIiwfql3Uvzc/kvX2rsThsjIxpxZCoVH7K2snouHTe27OK1cVZdA+N4+E2A0jyO7PrFwThwrAgo5jUUB0hOu9BBLVCRsdoP/7IKOKhAUnn4eoEQRAuPXang8M1Zby3dzXLCw4RrtHzUpeRKKVytpfnY3M62V9VQofgaDqHxPLwpl/JNlbQISiah9v2J0kfwjMdL8PlcrGhJJcP9q3ms/3r6BmWwPLCQ1RZzYRpDFwR35YRCz9v9DpC1Xre63HFOXzlwrlmt9v55ptv+OWXX8jKykKpVJKens7tt99Oz571M1/T0tJ4+eWXGT9+vM9jvP/++8ydO5elS32naztTFRUVLF68mKuvvvqsHO9suuCfdP766y9sNhuLFi1i0aJFHtuuuOIKXnnlFT799FPeeecdpk2bRlBQEFOmTOG2225z97vvvvuw2+383//9HxaLha5duzJt2jSvIjSC0FzsTgeL8g9w9dKZuHChlsn5bsANvL/Xd6XdycldeW3nMr7I3OBuu3HltwyJSmFG34lEaP0otRh5eONvfHtsBhfA3soiPj+wgbWj7yXNP+wfX3eOsYIBCz7iiLHC3Xbrmtn0CI3nx0GTm205tiD4YrTVMe3ABh7b/Lu7LaOqmG8Ob2XxsDvoE5F42seanNKFDzPWuH92ulzuvDx3tuzFr7l73Nv2Vhaxt7KIlv5hXqkJfCk01TB55XcsKch0t+2uKOTrg1v4su81DFrwMV/3v47vs7aTUbWZbw5tZfHwqfQ9g+sXBOH8c7lcLD5QysDk4Eb7dIz2Z/qmXOrsDlTypousCYIgCP/cropC+vz+PhaHHQCdQklGZTG3rpmN03U8x/f7+1bzWtfRSCVSMqqKyagq5sfsHfw6ZArDY1oiObaSZXrmRqxOBysKD3mc5/F2gzAoVNTYvIvYtvQPI0Tkd7yoWa1Wbr75ZgoKCrj33nvp2LEjFouFn3/+mSlTpvDyyy8zbty4Ux5nypQpXH/99Wftul577TWOHj16QQYfL/jEU1OnTmX//v0+/73yyisA9O3bl59//pkdO3awbNky7rjjDo+l2TKZjEceeYR169axbds2PvvsM2JiYs7XSxIuQQWmGm5bPdtd1MLisLO6KJs7W/by6ptkCOaGpE7MOORdsGJxfiZ7KgsBOGKs8Ag8Nqi0mvm/LQt8fhGeCYfTwZcHNnoEHhusLznCppKcf3R8QThTReYantyywKvd5nRw65rZFJqqT/tYCfog/pPez6s91S+UO1v24s+jnrkedXIlM/tNJPw0ijntrMj3CDw2KDBXMyd7J/0iEvkkYy03JHUCwO5ynvH1C4Jw/u0vMVJkrKNDVOMDce2j/LDYnWzMqTx3FyYIgnCJKrXUMnXtT+7AI8A9rXrzxJY/PAKPDZ7d+he3pHZz/+xwOblz7c9k1dSvtkzyC2FqWk+v/doERBCvC+Tb/jcgOyndVf0943WEa0S6jebmcjow567AmPE95twVuJyOc3bu9957j4yMDL799luuuOIKEhISaNmyJU899RTjx4/npZdeora29pTH0el0BAUFnbXrcvn4O79QXPDBR0G4GJRYjFRYzR5tb+5ejr9SzeyBk5ic3IXLY9OZ1e96Flx2G1NWf4+tkQ/PLzM34nQ5mZO9y+d2gHk5u6moM/3Da65l1qEtjW7//MB6zHbbPzqHIJyJPZWFOFxOn9syq0spt57+33ywWseT7QezZtS9TErqzJi41nzX/wYWDb+DREMw28Y+yKNtBzI6Np2XO49k+9iH6BAUfcrjOp1Oph3Y2Oj2X3L2MDgqhfm5+xgQmexuP3iG1y8Iwvm3/GAZMgm0jWw8+JgUrEOvkrH8UFmjfQRBEISzo9JqYnNprkebXqGiyFzjs7/ZYaPOYUchPT4zPae2grJjz1Ehah3PdRrG6pH3cMOx+8UfB07ij8tuI0rnz8DIZHaOe9jHPWNU871IAYDag3PJ/TKZwp+HUvLnJAp/Hkrul8nUHpzb7Oe22Wz8+OOPXHXVVT6LGN9///188cUX7iLJWVlZ3HzzzbRr144+ffrw6aefuvu+//77DBo0CICjR4+SlpbGggULuPrqq2nbti2DBw/mp59+cvcvKyvjvvvuo3v37rRr145rr72WjRvrnz0ef/xx5s6dy8aNG0lLSwNw1025+uqr6dKlC/PmzcNqtfLmm28yZMgQ2rRpQ/fu3XnwwQepqKjwuI7ffvuNMWPG0K5dOyZMmMDWrd4Tn87EBb/sWhAuCo2kX3xl51IMChUbL/8PLQxBKKQy8mqrKKsz+94BkCFFgqTJirnSxk54RiRIm8gbKfWqDywIzetUf9dn+hcZrNYRrNbRNSQWJy6PG8+WAWG81HkkNqcD5RnmYpQ19b6RSHC56j8SGmZCC4Lw77Qmu5zUUD0aRePLqWVSCW3CDazJKj+HVyYIgnCpOvOnE4lE4jVb7MR7yhC1nhC1nu6hcThOul/UyBX/6J5R+HtqD86leP61cNK9tMOYT/H8awkb/T265ObLt5mbm0tlZSUdOnTwuT0sLIywsOMp0GbNmsWzzz7L888/z2+//cZbb71Fu3bt3HkhT/bKK6/wzDPPkJCQwPTp03n66afp3r07sbGx/Pe//6Wuro5Zs2ahVCr55JNPuOuuu1i5ciVPPfUUFouFwsJC3n//fffx5syZw+uvv07Lli0JCQnhtddeY8mSJbzyyivExMSQmZnJY489xscff8yTTz7p3u/FF1/k//7v/2jVqhWff/45N998M/Pnzyc2NvZv/d7EzEdBOAfC1PpGc8XJJFLUMrn7iyxMrefGY8sxfbklrTsSiYQr49s22ueqhHYEq7T/6JpD1TpuTunW6PapLXuiliv+0TkE4UykB0Qgb6SSe3pAOEF/829eJpV63Eg2kEgkZ3wTKZVKuTWte6Pbr4hvy195GYyLb8PivAPu9pb+YQSfRj5JQRAuHGuyykkPP/WyulbhBtbnVOB0igEHQRCE5hSk1NArLMGjrbLO3Gieep1ciVwixX7CyppEQzDBKo1XX2kj94vw9+4Zhb/H5XRQtvxBTg48HtsKQNnyh5p1CXZVVRUA/v6nV4B14sSJjBs3jtjYWO666y4MBgO7d+9utP/NN9/M4MGDSUpK4rHHHsPpdLJjxw4AcnJy8Pf3Jy4ujvj4eJ566inee+89ZDIZBoMBtVqNQqEgNDTUfbxWrVpx+eWXk5KSQmBgIG3btuXVV1+le/fuREdHM2DAAPr06cP+/Z5pp+644w5Gjx5NUlISL7zwAoGBgcyePftMf11uIvgoCOdAlNaPr/pd65UTRIKEL/tc4/GFqJDJuCe9D3G6QK/jjItrQ8tjhWRidQHcntbDq0+oWs9znYajUzReTft0yKRSbkjqRIpfiNe2wZEpdAwWeVOFcytco+fdHuO82tUyOdP6XHPB5NZpHRDBmNh0r/YEfRCjY9PZWJrLLand+S5rOwAqmZwvL6DrFwTh1AqrLWRXmGkdcer3betwA9UWOxnFxnNwZYIgCJeuILWOj3peiV5+/Dno/X2rea3LaK8BbAkSXu4yik8y1rnblFIZn/W6igRD44XEhPPLkrcahzGviR4uHMajWPJ8F3Y9GxpyNFZWVp5W/xYtWnj87OfnR11d4/UZkpKS3P9tMNTfZ9hs9enO7rnnHhYtWkT37t259dZb+emnn0hOTkalavzZPz4+3uPnsWPH4nA4eOutt7jvvvsYNWoUf/zxB06nZ3qrbt2OT0RSKBS0bt2aAwcO8HeJ8LwgnANSiZQBEUlsG/sg7+1dxY7yfFoHRnB/ej+S/YKRnzSKFq8PYsXIu1iSn8nB6lKkEgm9whLoGBzjDlAEq3U833E44+Pb8c6elZTXmRgX34ZrWnQgwXB2ktbG6gNZNHwqfx7NYMbBTaikcu5u1ZueYQlEikrXwjmmU6iYmNiRTsExvL17BVnGcnqHt+COtJ600HsH68+XcI2Bj3tdzZTSHN7buwqT3cblca3pEhxDRmURS4ZP5dOMdbQOCKdXWAJTW/a6oK5fEIRTW59Tnxepdbj+lH1bhumRSmDdkQrSTyNYKQiCIPx96QHhbB37ANMzN7EkP5MorR+tAsLYOvZBPty3hq1lR2npH8Z96X2RS2WsKjxM15BYOgVHc1er3rTQn73iH8LZ56gtOKv9/o7Y2FhCQkLYtm0bI0eO9NqenZ3N888/z2OPPQbUF0A+WVOFYZRKZaP9hw4dyqpVq1i1ahVr167liy++4N1332X27NmkpKT4PF5D7skG//3vf/njjz8YN24cAwYM4M4772TatGkUFRV59JPLPcOFTqezydRvpyKCj4JwjmjkSloHRvB+jysw2q3o5EpUTUzPl0tlRGgNLCs4iJ9CRahGj+KkN3uoRs/Q6FR6hSVgddrxU6iR/YMPBF9idQHcltaDqxPaI5VI8FOqT72TIDQTf6WGbqFxfNn3WiwOG3q5CoWPL3Rfisw17K8qZkZmfSX5m1O7keoXQlgzzDiM0Bq4PK41AyOTsTudKKRSrE4Hg6KSkUqkvNxl1BlfvyAIF46NOZWE6pSE6k+9ykCrlBEfqGXz0Upu6R53Dq5OEATh4lRkrmFfZREzD25GJpFyU0pXUvxCCdMcHwiSSaUk+YXw346X8VCb/qhkcrTy+mDOO93HUmu3opUpUB1LH/V576upsdURqNSiUYiUUhc6mS7yrPb7O6RSKVdddRWzZs3i1ltvJTw83GP7F198wfbt24mOPnWxyjPRUChm7NixjBw5kpEjR2I2m+nTpw/Lly8nJSUFSRO55wEqKir47rvvePvttz0Cp4cPH0ar9UxhtWvXLnfhGqvVyp49e5gwYcLfvn4RfBSEc0wpkxN0ipwgebVVXLFkOlvKjrrbPt6/jgdb9+fxdoMIVnvmhtMplOjwHiE5mwJ85D4RhPNFI1egOYOco4Wmaqau/Ynfcve62746uInx8W15v8d4IrTNMxtJf0L6gxPftWd6/YIgXFg25VaSEnr6eVpTQ3RsyqlsvgsSBEG4yBWYqrl1zWz+PJrhbvsycyPXtOjA293HeqWvkUtlBJ6UD1wpk3vlZjQo1RjE5Ip/DXV0H2T6aBzGfHznfZQg00ejju7TrNcxdepUVq1axbXXXsv9999Pp06dqKqq4vvvv2fOnDm88cYb6PWnXh1xJpRKJTt27GDz5s08/fTThISEsGLFCmpra+nYsSMAWq2W4uJicnNzfRaGMRgMGAwGlixZQuvWrbFYLMyaNYs9e/bQvn17j77vvPMOISEhxMbG8vHHH2M2m/9R8FHkfBSEC4zD6WTGwU0egccGb+1ZwaGasvNwVYLw77aqKMsj8NhgzpFdbCzNOQ9XJAjCv5XL5WJzbiVpoaf/UJEWpmdXYTV19uZLgC8IgnAxW1Zw0CPw2OCHrO1sK2sqB6BwMZFIZQQPeKvhp5O3AhA84E0kjRQHOls0Gg2zZs3iyiuv5PPPP2fs2LHcdtttFBYWMmPGDEaNGtUs53333XeJjY3lzjvvZPjw4fzwww+8+eabdOnSBYBx48ZhNpsZPXo0xcXFXvvL5XLeffddDhw4wOWXX86tt96K2WzmwQcfJDMzE5PJ5O577bXX8vLLLzN+/HiKi4v5+uuvPap4nymJq6nF5oJPgwcPBmDJkiXn+UqEi1G+qZoev71LnqnK3WZQqGgXGInV6aBjUDQf9brylFOqhX8n8fly9lXWmbl88TTWFmf73D4gIom5g28WKQWEi5r4bDl7MkuMpL26jFdHtaJrbMBp7bOvqIa75+5mw3196Rp3evsIwr+F+HwRmluZpZaRi75gc2muR3tL/zDC1HpidAF83OtKjxUnwsWt9uBcypY/6FF8RqaPIXjAm+iSrziPV/bvd/ToUQYPHszMmTPp3r37WTuuWHYtCOdJsbmGwzXlLDiaQYegKFL9Q1mUv58OQdEY7fXVr5RSGS91HkmsLoA1xdlo5QqGRadRZTUTcNIyAkG4FNgcdo6aqlhReJiD1aX0CkugXVAkMbqARvexu5wYbY1XlDParSwrOIhGrkAmkaKQyEjxD/FZVCmvtoq9lYWsKDxMvD6AwVGpRGv9m8zfKgjCxWVrXv3gYErI6S+7TgzWIpPAtvwqEXwUBEE4iclmJd9czV95GRSaahgclUqaf6j7Xsxx0r1cz7B4nmg3mH2VxeTUVtApOIZSS607+JhnqmJvRRErCg8Rrw9gUGQK0Tp/1LKmU96Y7TbyTVUszDtAnqmKQZHJtAoIF4U2L0C65CvQJo6pr35dW4BMF4k6uk+zz3gU/j7xtCQI50GBqZqbVn3H4vxMbkjqhEGh4uplM3Hh4paUbgyNSuWn7J182ecavszcyNKCg+59X9m5lNe6juaWlO4iD6NwSbE7HawvyWH4ws+wOOzu9jhdIIuH30GSX4jP/QKVGq5MaMfOCt9V74ZGpfLOnpWsLDpMn/AW3NuqDw9u+oV5g2/2CGoeMZYz/K/POVBd4m5TSGXMG3wzgyKTvXIICYJwcdqWV02YXkmA5vTztqrk9UVnth6tOnVnQRCES4jJZmX+0b1cv+IbnMcWZb60cwmdgqOZe+xeLEilZXxCO17asZhOwdE82Lo/1yz7GrPD5j5OjM6fJcPvRCWVc9lfn/q8XxsYmdzogLHFbuOvvAwmLPsah8sJwMs7l9AmIIL5l91KbBMD3cL5IZHK0MT2P9+XIZwmkfNREM4xp8vJ94e3sTg/E5lEyrWJHXls83xcxxLmfpe1nVtSuzMgPInM6lKPwGODRzfNJ9tYfq4vXRDOqzxTNWMWf+kReATIqa3gjrU/UVFn8rmfTCrlxuTOXonIAaK0fvQKS2Bl0WEAVhdlsaXsKP4KNa/uXErdsXMZbXU8vvl3jxtZAJvTwfilX5Fvqj4bL1EQhH+BrUcrST6DWY8NkkN0bMsTwUdBEIQT5ZurPQKPDbaW5fH6ruXUOezIpTJuSelGqFrPI20HcvuaHz0CjwBHa6u4ZdUPrCg81Oj9WkET92v5pmquOSHw2GB3ZSHPb1uI2W79Zy9UEP4lYmJi2L9//1ldcg0i+CgI51yR2ci7e1cBMCauNbsqClBKZfgr1bT0D0MllfHunpW81X0MMw9ubvQ40w5sOFeXLAgXhEPVpVTbLD63LSs4SKmlttF94/VBrBl1D1Nb9sRfqSZAqWFKSjem9bmGF3csJtUvFMWxZRoLcjO4o2VPZmftoMhcA0CJpZafs3f5PHadw+6zQJQgCBcfl8vF1rwqkoPPPPiYEqJjZ0E1dofz1J0FQRAuEQvz9nsFHhtMO7DBfS+WYAhi3ah7UUnlVFjNPvuvLs4iSKUlzT8U9UkzHOscdq+ckR77FmWRaAgmThfotW3WoS0UW4yn+5IEQfBBrBEThHPM4XLSISiKD3qMp9BcTa3dytIRd4IL1hZnkx4YTpBKi9lhp9zqeyYXQIG5GofTiUwqxhCES0N5IzMbAfyValy42FByhJ3lBcTqAkgPCCdG549UUv8eaWEI5s2uY3ii3WB2VxSyrTQPu9PBtYkdMNqs9AyLRyWTs6+yiCKzkQ97jsfmrA8S2Jx2r5HwE5WYxQ2pIFwK8qoslJtsZ5TvsUFyiJY6u5P9JbW0jvCeiS0IgnApaggu+mJ22Dzuv1r4BTeaRqeBQaHi+qTOtAmIILO6lGe3/eleNVNsMVJlNVNkNrKh5AhSiYRuIXEYFCqS/IKZlNwFvUJJoiGYTzPW8fvRfQBYnQ73PaEgCH+PCD4KwjmmkSm4Ir4tVy+bgdXpcLePimnFhBYdGL1oGtFaf+YOvom+4YnMz93r8zhXxrcTgUfhktI6MMJnu1au5Lv+NzJx+Sy2l+e72wOUGv4adjudgqPdAUi1XEGMPIDDNWUEqDSMXzoDm9NBx+Bo0gPCuWnV9x6zK7uGxPLjoMnoFSri9YEcMVb4vIZuYXFn8ZUKgnCh2pFfv2QvKfjMi74lHZstuT2/SgQfBUEQjhkclcL/diz2ua1DUJRXBes0/7BGjxWk0pJnquKZrX8C0D8iia/7Xce1y2fhcDkZFJnMW7tX8r8di9z7fNF7An/lZfBj9k53m0Iq461uY9DIFfyUvZOW/mEYRCVtQfhHRORCEM6xsjoTt66Z7RF4BPj96D4OVJfQNzyRPFMVU9f8xBPtBqP0UbErXh9In/DEc3XJgnBBCNcYmNCivVf75OQufHFgvUfgEaDSambEws85WuudYy1YpePe9XOxHXsfPtFuMDev/t5rWfem0lye2vwHgQoN73Qb6/O6BkemEKsN+JuvShCEf5MdBdXoVTLCDWf+EKpXyYn0U7E9T+SIFQRBaJDiF0rn4BivdgkS3u4+llC13qM9XKPn+sROPo/1SNuBHqmpVhQeYknBQUbHtuLqhPYcra3yCDx2C4kj31ztEXiE+hyR962fx+TkrsgkUt7tPs5n7nBBEE6fCD4Kwjk278iuJvOaXJ9U/2W6tTwPq8PGT4Mm0ye8BVA/CjcpuQtLh99JrD7gXF2yIFwQglRa3u42luc7DSdMrSdAqSHVL5RbUrsxL2e3z33K60wcrC71av8pe4e7yFOISkeV1UyV1Xc+yR+ytlNgqaF/RBJ/DL2VVv7hAPgp1DzebhBf9b2WUI3e576CIFxcduRVkRSsQyKR/K39E4O0bM8XRWcEQRAaRGr9mDP4Ju5r1QetXAnUz3hcNuJOOvkISgaqtLzW7XJe6jySIFX9LPREQzAf9hxPRZ3Jq1jnrINbeKB1f97sdjmv71rubtfLVUxO6cKXBzb6vC4XLpYVHGTD6PvoHhp/dl6sIFzCxLJrQQAKzdUUmGooMFUTrfMnQmNottGtQzVljW4rMhsJUGrcP1udTqqtFt7uNgadQoVGpiBErXN/MQvCpSZC68dNyV0YHJlMsaWWBH0gGpkClVTuVfWwQaGPXEKHqo+/DwNUGoqayNlodzmptVsx2W2oZQp+HDQJmUSKVq4gXG1AIfOenSwIwsVpR0E16eF///4gKVjH7/uKcLlcfzuAKQiCcLGJ0QXwStfRPNhmAHaXE71C6TXj8UQRGgMPt+nP9UmdsDkdZNWU8/Cm39hx0ioYAKO9jkitH0qZnHxzFVfEt+Gm5G6UW020DginwNz4bPQCczUdQ7wDoB59TNXkm6opMtcQqwsgQmMQg9KC4IMIPgqXvKyaMsYtmc7uikJ3W5fgWGYPmkS83rva2T91WXQaXzRSqbpLSAwZVcVA/VIDq9PBDSu/RYKEqWk9eabjUBF4FC5p+yqLGL1oGtnGcnfb0MgUfhh4I1cvm0ndsYTiJ0oPCPdqGxaTxjeHtwKQV1tFmn9oo+cMVevJriln3JLp7rYkQzDzh94iAo+CcAkx2xwcLK3l8nTvz5TTlRSipcxko7Cmjkg/9Vm8OkEQhH83lUx+Riu7ZFIZMbr6/lk15T4DjwDJfiHo5Er8FGoeazuI3NpKd+79J9oNpmtILKuLsnzuOzy6ZZPXcLC6lMsXTeNAdYm7rXdYAt8MuIFY3em/FkG4FIhl18Ilrdhs5OplMz0CjwCby3KZsvp7yiy1Z/2c3ULjiNH5+9z2UJsBfHFgPQDXtGjPwvz9QP20/4/3r2XukV24GlmyLQgXu7zaKkYs/Nwj8AiwqCCT7w9vZ1JSZ699+oUnEq31fr/1DU8kUuMH1FdSPGqqoluI76Ixj7cbxFu7V3i0HaopY9SiaeSbxPJJQbhU7C2qwemqXzr9dyUG1RedaShcIwiCIPxzLf3DGh1Ifr3r5URq/VDJ5MTrA/m/rQvcufenZ27kP637IcF7Jnqkxo9+EY3n2C8wVTNmsWfgEWBNcTb3rZtLldX8D16R8G/gcrmYM2cON954Iz169KBNmzYMGTKE559/nqKiorN6rszMTJYvX35Wj3muieCjcEkrsRjZVpbnc9vygkOUNEPwMVYXwNLhdzEypqX7i66FPojpfa9lfu4eKurM3N2qNyNjW/HRvrUe+764Y0mTSwME4WJ2xFhBbm2lz22zs7ZzS2oPQlT1D/ZKqYxbUrozq//1Ppe+xOkDWT7yLoZFpSFBwtNb/uT5TsO5MakzimNFnsLUej7ueSXVVgsriw57HeNwTZnPYjaCIFycdhXUIAES/kHwMdJPhVYhY2eB+C4XBEE4W6J0/iy47HauSmiHTFIf4ojW+vP9gBvpd6xIp9FWxxu7lnvsV2iu4cesHczody3JfiFA/eqzy6JSWTbiTuKaWAVXaK5mf1WJz22/5e6l2NJ4Sh/h7HA4nSwvOMh3h7exvOAgDqfz3J3b4eDOO+/klVdeYeDAgXz99dcsXLiQp59+mj179nDllVdSWuqdd/7vuuOOO9i1a9dZO975IJZdC5e0U41I1di8C1BY7DYKzTUUW4zIJVIMChUmhxW1TEGYWk+gyvOhpM5ho8BUQ5XNQo3VQqBKS6TWj2/630CJpRa704FeoUIikdA7rAUPtxlIobmaKquFnwZN4ttD2/gxewcAeaYq7OfwQ1UQzjWH00m+uZpisxEXLsLUeqK0fsilMvKamGVodzlRSqWsGnUPRnsdGqmCYLWWsBNyt9qdDvJN1RRbjEiQEKbWM63PNZRZTdicDvwVKt7rMY7nOg7H5nRgdtiotlmI1vnzQOv+fLhvtVeV+gKTCCAIwqViZ0E10f5qNIq/n25BKpGQGKxlp5j5KAjCJSq/topiixGb00GoWk+ExoBarjjj45RajBRbjBhtVoJUWsLUet7pPpZnO1yGxWnHT64iWueP5ljKKrPDxmGjd+79H7K2s6uigGc6DKVDUDRqmZwQlQ6ZVMrh6jJK62rRyhSEavQeNQGKzZ6TVC6PTeemlK44XC5kEgl2p1Pk921Gc7J38cCGeRw94fkgRuvP293HMT6hbbOff/r06axatYrZs2fTunVrd3tUVBTdunVj5MiRfPnllzz66KPNfi3/FiL4KFzSgtW6RrdJJRJ3BbUGZZZavjq4iWe2/onlWG65OF0g7/YYy4s7lhCi0vJp76vd+UfK60wcMVbw1JY/+Ctvv/s4Q6NS+bz31ST5BbvbnC4n28rymLDsa/eyUrVMzv3p/Xih03Ce3vonrfzDUcnE21a4OJntVpYXHGLyqu8oqzMBEKDU8GmvqxgW3dLj/XIyrVxJhdVMl9/ecVeT7xQczfcDbiTJLwSjrY7F+Qe4dfVsKo4NOgSptLze9XIWHN3HT9k70cgUvNHtci6LSmXK6h9YU1yf/0eChHHxrZnV/3quX/ENthMCkC0MQc316xAE4QKzu6CahCDNqTueQmKQlh2i4rUgCJcYu9PBtrJ8JiybSU5tBQAamYLnOw3npuQuBDXxXHayrJpyrls+i42lOUD9vdrExA5MaNGBq5bOwO5yopDKeLB1f/7Tuh9hGj16uZLOwTHsrfReDru3soj1xUe4OqE9SpmcInMNr21fygf71mB31U/8SA8I56dBk0nzDwPwSKP1aNuB6ORKblz5HSa7FaifeTl74CS6hMQgl4oc4WfTnOxdTFg2g5OTkeWZqpiwbAazB05u1gCky+Xim2++YcyYMR6BxwYajYZZs2YRGlqfCqCoqIhXXnmFVatWIZPJ6NixI48//jgJCQkAPP744zgcDkJCQpg3bx4mk4nevXvz3HPPERoayqBBg8jLy+ODDz5g48aNfP3111RWVvLuu++ydOlSKioqaN26NQ899BBdunRxX8fy5cv56KOPyMzMRKfTMXr0aB544AFUKlWz/W6aIpZdC5e0MLWeMbHeHxgA1yd1IuykKmsrCg/z6Kb57sAjQE5tBTeu+I5nO1zGn3n7uWPNj1QcC5wcri7j/7Ys8Ag8AizKP8Atq3+g/Fg/gBxjJYP//MQjn53FYefVXUvxU6hpFxjJK11GNlsVbkE43w7XlDNmyZfuwCNApdXMNcu/5kB1CbFafzoH+644eGfLnny0b6078AiwtSyPkYu+oMBUxcHqUq5aOtMdeIT6wYHb1sxmcnJXNDIFZocNi8PONcu/dgceoT7n6twju5mTvZNbUrq523uFJRBxLG+kIAgXv92FNbT4B0uuGyQGa9lfUkud3XHqzoIgCBeJnNpKBv/5sTvwCPWzER/Z9BurGin44kuhqYaxi790Bx6h/l7t28PbmHtkFzcm1+cAtzkdvLprKT9m78DpcqKRK7m/dV/3suwTKaQybk/riVImx+F08FXmJt7Zu8odeIT6AOXgBZ9w9FgKoHCNgQERySQagknzD+PZbX+5A49QHwgb8ucn5BgrT/u1CafmcDp5YMM8r8Aj4G57cOMvzboE++jRo+Tn59OrV69G+0RHR6NUKjGZTNx44404HA5mzZrF119/TWBgIBMmTPDIC7lgwQIqKyuZNWsWH3zwAVu2bOHtt98G4KeffiIiIoIpU6bw/vvv43A4mDJlCps3b+bVV19l7ty5tGzZkptuusm9NHvx4sXceeed9O/fn59//pkXXniBBQsW8PDDDzfb7+VURPBRuKQFqrR80HM81yV2dH8RySVSbknpzsudR2FQHq9EWWSu4emtC3wex2ivY2vZUToGR/Nn3n6KLUZKzEYqrGb+zMvwuc+SgoMUm4/nAlmcn0mNrc5n3/f2ruL9HlfQO7zF332pgnBBszrsvLtnlUfw8ESv7FyCVq7ip0GTPfKlqmVyHmzdn5b+Ycw54p0H5WB1KRV1Zl7dtQyXj9sUp8vFN4e2MD6+bf1ySEMQWxvJA/tj9k6GxdTniBwT15pv+99AmI98koIgXHzKaq0U1tTRIvCfBx+TgnXYnS72FYl8YIIgXDr+yN1H7QnBuRM9vfVPj+eipuSZKtlTWehz27eHtzE6Nt2j7X/bF5FvqsZks/JnbgYz+l7rUYm6hT6Ir/tdx59HM7DYbeSbanht1zKfxy8wV7tnToaodczody3PdRzG+3tX+exvdtiY6+P+VPj7VhUd9lhqfTIXkFtbySof+drPloZcjkFBniugpk6dSseOHd3/Ro0axe+//05FRQVvvvkmLVu2JDU1lRdffBG9Xs/s2bPd++r1ep5//nmSkpLo27cvY8eOZcuWLe7zyGQytFotAQEBrF69mj179vDmm2/So0cPkpKSeOaZZ0hNTWXatGkAfPrppwwdOpS7776bxMREBg4cyLPPPsvChQs5dOhQs/1umiLWbwqXvGidPx/3uor/dhyG0W7FIFcRrtGjU9RPRy4xG6mxWbA5nV7VzE50oKqEWF0Au8oLcDidlFtNKKRNx/fL6mpxOJ3IpFK2lOU22u9QTRkyiRR/hbrRPqWWWkottViddgKUGqK1fsjEFH/hX6LWbmVXRUGj2/dUFlJeZ6LO4eCVLqN5ruNwiiw1WBx2QtU6Bvzxsc/gIoAE2FPh+yYV4EB1CUOj0jAoVE0WmXK4nERoDGRc+Rhhaj1+ysbfj4IgXFx2F9bnaPwnxWYaNMye3JFfTYdo/1P0FgRBuDhsLMlpdNv+qmJq7XUcqDJhcdQ/y0Rp/SirM1FWZ8LhdBKk0hKl9fMqPtgnvAV3pPVELZMjl0qJ1PgRpfUj31RNnC6Qe9P7UFZnosRSS2pAGHOzd/JU+yGEqHVIqC8689y2hWjlCm5J64bZYaOyiboAeyoKuSw6DYAYXQC9whK4o7rxwiIbSnJOmfuxxlZHsbkGo92Kn0JFhMbgzlUpeCow15zVfn9HYGB9IaLKykqP9ueeew6Lpb5mxNdff83SpUvZu3cvRqORbt26efStq6vzCALGx8ejUBzPfWowGLDZbD7Pf+DAAQwGA6mpqe42iURCly5dWLVqlbvPqFGjPPbr2rUrAPv37ycpKelMXvJZIYKPggDoFSr0Cs/cBy6Xi72VheTWVjHr0BY6B8eQ4hfSaFWzFP9Q/sjdxzf9r+etPSv5+uBm5gy+qcnzWp0Ovju8lTFxbejUyHJSgERDMHVOO9JGgpn7q4q5eeX3bDi2/CBQqeHVLqMZn9DWqwCOIFyIdHIlbQIjPJbQnKhVQDg/ZG3jsc2/A2BQqLgvvS8amQKnfygqmcwjHUKDeYNuosJqJtU/pNFR8hS/UPJMlRhtVkKbyDckk0gJVumbzD0pCMLFaXdhDXKphBj/fz7ooFXKiPZTi4rXgiBcUrqExPLN4a0+t6X6h7Ky8DBTVv8AQP/wRJ7vNII71/3knmkYqfHjo15XkuIX6t7vzpa9SPMP5YENv1BaVz+A3DE4ms97T+Dz/euZktqNJ7f8wSObfgMgQmPgvx2HsbY4m5kHN3tcw+TkLmhlStQyKwFKTaMByPSACI+fdQolKX4h7CjP99m/W2hsk4HHvNoqHt30G7Ozd+B0uVBKZdyR1pPH2w0iQivS+5ws8jRTkJ1uv78jNjaW0NBQNm7c6BHgCw8Pd/+3v3/94KLT6aRFixZ8/PHHXsfRao8/pyuVpx9sbiyY7XQ6kcvljfZxOOrTvTT0OdfEsmtBaMQRYwU/ZO3g0/3r+O7wNr7M3Mi9rfr67Ks7lsC4R1g8P2bvYHrmRuwuJ2uLs7ksKtXnPgMjk1lVeJjJq75nffERhkalYlD4Tv56b3ofkgy+Ax45xgoGLvjYHXgEqLCauX3tj6woPD9TqgXhTCllcu5v3RdpIzdnN6d046WdS9w/19jqeHHHYqQSCbvLC5iU3MVrn64hsQSqtIxaNI3JyV3dS7VPJEHC9UmdmHNkNw6Xk6yacjoERfm8homJHQgXy6wF4ZK0u7CG+EANctnZuXVODNayQ1S8FgThEjI6Nh1tI7P57kvv67HU+dF2gxi16AuP4jAF5mquWDKdaquF3mEJJOiD6BEaz39OCDwCbCvL48aV3/Jsx8u4fsU37D5h9UuhuYapa39idGy6R25/qUTCA637o5YriNL68XCbAT6vM0JjID0w3KMtVK3nhU7DffZXy+RcEd944ZMySy23rZnN91nb3amHrE4H7+9bzf92LKa2kZRcl7K+4YnEaP193NXXkwCxugD6hic22zXIZDImTZrEvHnzyMjwnWKtoKB+RVdqair5+fkYDAbi4+OJj48nOjqaN998k02bNv2t86elpVFdXc2BAwc82rds2UJycrL7vA3Lthts3lwfcD8fsx5BBB8FoVEL8/bTIzSeX3P2APVJhkvranm83SCPitMxOn9m9b+OF7YvYkxca37OPp7X4729q7knvQ9DTwpADoxM5un2Q3lz9woAHts8H71cyeJhU4nTBbr7qWRyHmkzkMGRyUQ0MnqzuTSXokamlT+++XcKTeLhRvh3SNQHM3fQzR5V5v0Uamb0ncic7J1UWS1e+7y7dxVx+kD6hidyXWJHj+Dlhz3H878di6i2Wfgxawcf9hxPgPJ4pdpApYZv+l/HrENbMNmtqGVyZBIpswdOokdovLufBAlXJrTj5S6jvGZIC4JwadhTWENc4D+vdN2gxbGK165G8twKgiBcbOL0ASwZPpVo7fF0E2qZnP91GkG+qZqMqmKgfhn1ysLDGO2+A2//3b6Qmf2u47G2A3ln70qffdL8Q/k9d2+j+fQ/2LuaySn1S1ADlRrmDLrJvbJFLpUxJbUb97Tq41GcpqV/GIuHT/XIF9mgZ1gCb3Ubg0Z2fNlslNaPhcPuIF4f6NW/QbHF6FWYtMEXBzZQZBG5gU8mk0p5u/s4AK8AZMPPb3Ubi+wU6c/+qVtvvZWBAwdy3XXX8cknn5CRkcHRo0dZunQpU6ZM4eeff6ZHjx6MGTMGf39/7rnnHrZv386hQ4d44oknWLFiBSkpKad9Pp1OR3Z2NqWlpfTu3Zu0tDQeeughNmzYwKFDh3juuec4cOAAkydPBuCWW25h4cKFfPjhh2RlZbFs2TJeeOEFBg4ceN6Cj/+KZdeVlZW89dZbLF++HKPR6P5FN5QRX7p0KR9++CGHDx8mMDCQYcOGcf/996NW1y+NcTqdfPDBB/z4449UV1fTuXNnnn32WeLj45s6rfAvV1lnrs8R4nLgr9Q0WiW6ymqmzGLC7nIQqNRictiQIWFZ4UGujG/n0fe/2/7iqoR2fD/gBmxOJzFafwJVWix2G9P7Xkul1eyRd85ktzJx+Sz+07of96b3waBQ46dQ4XA5ya4pZ3BUMr/m7CVWF0CF1UKQSsuSEVOpqDNhstsIVusIVmpwAVnGcmQSGcFqrUcAZW1xdqO/g8zqUuqc3ktRBeFcczid5JuqcTid2F1ObC4HapmCcI3ePQquVSgZHpPG1jEPUmwx4nQ5CdcYWFOUzYyTlsY0KDLX0CE4mkJTNTcld+U/rfvhcrnQyJXIpVJ2lNePOn5zeCu5tZV83OtKFMdyoWplCjoHxZDmH8YDrfsTptYToTGgliuYN+RmSixGqq11GBQqFBIZJpsVs82G5oR8LIIgXPxcLhe7C2u4ok3EqTufpqQQLWUmG0U1dUT4ifyxgiBcHJyu+vs9o82KSiYnQqN35y6US2V0DYll3ej7KLEYsTodhKr1rCk8zOTV37uPkeIX0mQe8O1lecgkUoZGp3LP+rk++yQbQtjQRI7JnRUFvN/zCsbFtSFMrSdOH4D8hFz54RoDL3YewX3pfSmrq0UjUxCq1hOh9f08GaTSMrVlT0bFpFNsqUEulRGu1hOnD2xyyXV+E5NEbE4HlXVmaL7Vw/9a4xPaMnvgZB7YMM+j+EyMLoC3uo1lfELjs03PFqlUyjvvvMOCBQv4+eefmTlzJtXV1YSEhNClSxdmzZrlzrE4a9YsXnvtNW699VYcDgetWrVi2rRpZxR8vPHGG3n11VfJzMzk119/Zfr06bz66qvce++9WK1WWrduzVdffUWHDh0AGDFiBA6Hg08//ZSPP/6YoKAgRo8ezX333dccv47T8q8IPj744IOUlZXx1ltvERQUxLfffsstt9zCnDlzqKio4J577uE///kPw4YN48iRIzzzzDNUVlby8ssvA/DRRx/x/fff8/LLLxMeHs7rr7/Obbfdxvz5889obb3w73Ggqph7189jcX79VORW/uF81Gs8XUJiPab7Z1aVcN/6eSwtOMgXfa5me3keX+zfSKfgaLqFxqGWeQcZfsreyU/ZOwHYc8UjpPofzzty4tKABrV2Ky/uWAzAypF3c6imjGuXf41WpuSW1G6sv/w+5mbvpNtv71Bts6CXq7g3vQ/3tOqNv1LNxtJc7lr7s3s0cEhUKu/3uMJ93pb+YY3+HsLUeuQSUXRGOL9KzEa+O7yNKpsZg0LNG7uWU2CuRiGVcV1iR57vNJyYY6PIcqmMWH0Asfr6n3OMFVibCKDr5SrMdhtyqZQt5XlU1pmI0wfy8s4lzBl0E3H6QIqPjRqvLDrMyhMq393dshcDI5LpoPVeSh2q1mO22/ju0DY+2LeGapsFg0LFnS17cWfLXsQ1MYotCMLFpbCmjkqzjYSgszfzMTGoPr/sjoJqEXwUBOGiUGap5decPTy1dQFF5hqUUhk3JnXhmY5D3fd5EomEaJ0/0brjsx/XFmd5HKfIbCTOx+zCBvH6QHaU59E6MII4XQBZxnKvPkXmGloHNj5gFK8P5JecPTyz9U96hMbzca8raR0Q4TFbrqEmQBKnzvVtslnrn9nW/cT+qhIkSLgsKpV3e4wj5YRnxZOFNJFrvOEaBN/GJ7RlbFxrVhUdpsBcQ6TGQN/wxGaf8XiyESNGMGLEiCb7xMbG8v777ze6/ZVXXvFqu/fee7n33nvdP0+YMIEJEya4fw4ODua1115r8ryjR49m9OjRTfY5ly74ZddHjhxhzZo1PPvss3Tp0oXExESeeuopwsPDmT9/Pt9//z09evTg9ttvJz4+nn79+vHAAw/w66+/YrVasVqtfPnll9x7773079+fli1b8vbbb1NUVMSiRYvO98sTmsERYzn9/vjIHXgE2FdVxJA/P/UoFnPEWEH/BR+xMH8/d7TswaK8A7yzZxVGex2ri7MYGJnM/qpiOjdSCKZXWAIhas+gRZhaR8/QBJ/9u4TEsqroMAuP7uf2tJ4Y7XW8u3cVH+1bQ5Wtjmpb/ZJSo72Ol3cu4aUdS9hTUcSQPz9xBx4BFucfoP8fH3LEWAHAoKgU1DLf4wiPtRtEZCMjdIJwLlgddr7M3Mjs7O0YFGoe2vgrBeb6UV6b08GMg5u5eukMn6kDjtZWMnDBxxgUKvwbqSw9KaULb+xextayPLKry0gwBHH3ujkcra3izV0reKSRnD1SiYQpqd1RNpJwudxSyys7l/DSziXu92aNrY7Xdi3juW0LKRXLYAThkrGnsP7zKSHw7BVwi/RToVXI2CnyPgqCcBFwupzMO7KbW9fMdt/TWZ0OpmVuYOLyWRSbG79v6hYS5zE5ZGHefkbFpjeaB/y2tB48sPFX5mTv5NG2A332WVmUxaTkLo0e4/a0Hnx9bFXN+pIj9Pn9A7J9BDFP197KIob+9Yn7WdOFi7/y99N/wUfuZzZfwtV6WvmH+9w2LDqtyUKIQv0S7AGRyUxM7MiAyORzHngUzswF/38nMDCQzz77jDZt2rjbJBIJLpeLqqoqpkyZwqOPPuq1n91ux2g0kpGRQW1tLT169HBv8/PzIz09/W8n+BQubAvz9lPiIzDgcDl5essCd964ZQUH3V+Ow6Nb8l3WNndfp8vF+3tXE6sL4MXOI2l9UlWzdoGRfN3vOq/RqhC1nhn9rqVdYKRHe5vACJ7vOIw3d6/gy4MbGRfX2r3t60NbGBnTyut6FTIZT29d4E4+fKJii9EdXI3TBfDXsNsJVHrOyLglpTsTEzsilVzwb3PhIlZgruHFHYu5JaU7b+xa7rPPxtJcnzdmW8vyyDaW88L2Rczse51HYnCAy2PT6R2WwG+5e3l111JuSu3GazuPJyv/IXs7SYYQHms70CNnj1au5Ot+1xHdRAXBIouRLw5s9Llt5qHNlFhqfW4TBOHis7eoBqVMQtRZnKEolUhoEawVFa8FQbgo5JmqeWrrAp/b1hZnk1tb2ei+pZZaZvab6M75bXc5mZ65kWm9J3gEJWUSKf9J70uxxcjhmjKqbHX4KVVMSenmUVTQT6Hm895XU24x8UXvCehOOIZUIuHeVn2otJrJrC51t9farXxxYAO2Y9WAz0RlnZknt/zh85mtyFzDsoKDje4bofVj3pCbSfXznB3ZPTSOT3pdRaDq7A16CcL5dsEvu/bz86N///4ebQsWLCAnJ4c+ffqQnp7usc1qtTJ9+nRat25NUFCQu6JPZKRnMCgsLMxdgciXwYMHN7qtoKDA63jChcHudPDHUd8VpwDWlRyhymrG6rDzR+4+oL6YhNFe5/GF0TMsnnHxbfBTqglV6/h+wA1UWs0UWYzE6gIIUmpRyeQ+S9hrZAo+7z2BPFMVDqeTBEMQdpeTvZVFpPqFsr7kCHUnfLE5XS5q7VYkSDzyRbYOCOfLRoIfAAuO7mNyclfkUhk9QxPYOvZBjhgrqLJZSPULIUxtIECloc5hp9hsxOFyoleoTjm9X2h+l9LnS5XVTK3dikGhcs949GVbWR7dQuM82hoC7DsrCnhr93LmDr6Z3NpKVDIZcbpAau1WtpQdpaV/GHsri+qrVZ80at3lt7eZP+QWbkjuTEZlCRq5nCR9MMFqHbV2K0eM5fgrNR55VAHK6mpxuJw+r9XpclFiMdIK3yPVp+JwOikwV2N3OlHL5EQ0EQQVhDNxKX22nEt7imqIC9Agkzaet+vvSAzSsj2v6tQdBeECID5fhKbU2Op8Tv5osKuigM4hMVRZzVRaLUioz5OoV6j44+g+fj+6j/e6j0MqkVBlsxCrCyCrppyZ/SaiksopMFfTNjCSedm7eGbrn0D9KrSxi6dzW1p3fhs6haO1VejkShRSGe/sWUmyXzAxOn9m9JuIyW5FK1OQ5h9GhdVMRlUxfcJbsLro+JLvpQUHeaRtHUGyMwv4Ge11rC850uj2BUczmJzcpdHcj8l+ISwdcSd5pioKTNXE6wOJ0BgIa6RegSD8W13wwceTbdmyhSeffJLBgwczaNAgj212u51HH32UgwcP8s033wBgNpsBvHI7qlQqqqrEDd/FRiaRkqAPanR7uEbPltKjfJm50V15zIXLozLZ293HUmuz8vz2heSbqonVBfB0h6EMi07jYE0ZVy+dQU5tJTE6f/7bYRij49IJPWFGlkQiocRi5GB1KUjggU2/cLS2iiitH/e06sPVLdp7VMuG+kpvJwYeASqsZiI0BveSz5PF64OQH5taLpNKidMHeuWhO1pbyZu7lvNF5kZMditdQmJ5u9sYOgRFo1WIfKdC89PI699bEokEhVSGzel7RNnXLMQWJ7yXt5bnkVVThhMX28ryuOXAbMrrTKT4hfBQmwFkVBWjksrRypWY7FaP44xePA2A34bcwoiYVhyuKeP+9fP4MXsHDpeLoVEpvNFtDGn+oe5k4yeOkvuik/+9HDyFpmpmHNzMm7uXU3bs+l/pMor+EUlidFsQLlB7z3Kl6waJwVoWZBRTZ3egkov8zIIg/HupZXJkEmmjA7fJhhD2VRbxyMbf+DNvP1KJhPHxbflf5xG0CYzgpZ1LuGHlt2hkCjRyBRV19UU8DQoVn/a6isc2zeflLqOYcWgzMomUz3tfjUIqJVyj5+OMtXycsZYglZY6h53aY/eBvcITWFt0hFd2LuPFTiPQKpQ8tOk3jhgrCNcYuLNlLyYmduSedXNx4SJS44daeubhEblESrjGwOGaMp/bWxiaLjoDEKn1I1IMRgsXuX9V8HHx4sU8/PDDtG/fnrfeestjm9Fo5D//+Q8bNmzgvffeo3379gDuitdWq9X93wB1dXVoNI3fSC5ZsqTRbU2N/Annl0Qi4ZbUbry3d5XP7bel9eSFHYvYW1nEnEE38UnGOly4yK2tJM0/lJ6hCRyoKuHjjLXufXJrK7l9zY882W4wB2tKyTm2bOBobRW3rpnNs7WX8UjbAe5KbhEaA9Faf5YXHuKN3cvdx8k3VfPklj+4L70vKYYQd3tL/zCfOUbWFGXxSNsB3LbmR5+vZUpKtyZ/FwWmasYtmc62sjx32+bSXPov+IgVI+6mV3hCk/sLzedS+nwJVekYEpXKzvJ8rm3Rga8PbfHqo5eraBXgPYvw8rjWPLb5dxwuJzW2OuL1Qby5eznzcna7+2RWlzJ17U+812McebWVXJfYkS8ObPA6lkomp1VAODnGCvr9/qHHLMyF+QfoMf89tox5wF3IKVilo11gJDt9VFts6R9GyN8IFJbXmXho4298f0KKh8zqUq5cOoNpfa7hxqTOIleN8I9cSp8t54rL5WJPkfGsVrpukBSkxe50kVFspH2U/6l3EITzSHy+CE0JU+m4MqEds7O2e20LUesIVmvp8dt7GO11ADhcLn7M3sGKwkOsHHm3e4Da7LBhdtjc+05K7sJ3h7dhdzkJUesoNNfwcJsBLDiaQb6piimp3Xhhe30dh/I6k3s/qUTCoMhk3tmzkjFxrTE5bB7LwovMNfx3219MSenGHWk9+GT/Oh5uO+BvTc6I0PrxWNuB3LH2J69tEiRMSu56xscUhIvRv+YpZ9asWdx7773069ePzz//3COQWFxczPXXX8+2bdv4/PPPPWZENiwBKC4u9jhecXExERFn/0ZSOP/i9UFM63ONR443gBuTOqOTK9hRno/N6eD7w9t4s9vlyCVSXt21lHe6j2NCi/Z8vn+9z+O+uWcF17bo6NX+yq6lFJ5QLEMikaCRKxoNgH6csdYdYIjW+vPDwBv5/vA2jz5RWj9e7DySUbHp3JjU2WObTCJlet9ridM1XW03o6rYI/DYwOly8cDGXygVOeuEcyBApeXTXlfRMiCM65I60SUk1mO7Xq5iet9rsPrIsROt9efnQZNRSmXIJFJq7VaPwOOJXti+GCQSRsa0ondYgsc2jUzB70NvIUbrx/zcvT6Xf5vsVt7YvQzzsdHyOH0gs/pf7/U+a3jPxhsan2HdmCJzjUfg8USPbZpPvknkfhOEC02x0Uql2UZ8M8x8bBFcP4ixQxSdEQThX67aVseUlG50CIryaPdTqJk76CY+3LfGHXg8UbHFyG+5e1kx4i6vApoDIpIYEJHEyqLDzOg7kVd2LkUqkdA/Iokfs3ewpjibJEMwo2M907AppDI+7nkVX2VuwulycWNSZ97Zs9LndX91cBOj49J5odNw0gPC/vbrvzyuNdcldvJok0ukzOh7bZOVuwXhUvKvmPn47bff8sILL3DjjTfy5JNPIj1hZkhVVRWTJ0/GaDTy7bffkpaW5rFvy5Yt0ev1bNiwgbi4+nxi1dXV7N27lxtuuOGcvg7h3DAoVExIaE/f8BZUHss3F6ExsK74CLeume3u983hrdTarcwdfDOZ1SWUWozE6QKxN7JcoM5h97lkVCGRYbHbOFpbiVQiIVxtoMJqxtrI8lKb04FCKmXRsDtI9Q8lRhfA7IGT2F9Vwr7KYpL9Qkj2DyFBF4BMKuPNbmN4pO1ADtWUEaHRE6jUEqzSYlA2vexzUd7+RrdtLs3FaKsT+R+FcyLBEITRXkef3z/gzW5jeLf7OGxOBxJJfSGo1YVZRGr9yTdVEa7WIzu29FkjVzA0OpW94x9jd0UBBU0E50osRgJVGorMRp7tOAy5RMr28nx0cgWdQ2JpExCO1VlfibExf+Xtp9Jqcc9ibh0YweLhd5BZXcq+yiJaBoSR6hdKkl9Io8doyr7Koka3ldbVUmk1E0vA3zq2IAjNY2/R2a903UCnlBPlpxJFZwRB+NeqsdVRZTVjsll5b+9Kbk3tQahax97KIiK1fgSrtOytLGLRsTzevvySs5urEtqxY+zD5Jkq2VtZTMfgaOxOJ9U2M9vGPoQUCQ+16U+OsdIjJdWtq2fzfKfhPNV+MHUOOyAhRuePRqagXVAkgyJTCNPo3UuxT+Z0uVBIZdzTqg9+yvrJTU6nkyO1FThc9cu+w08j92K4xsA73cfyeLtBrC3OxqBQ0S0kjgiNQaS6EoRjLvjgY1ZWFi+99BJDhw7ljjvuoKzseC4FtVrNyy+/TG5uLl988QVBQUGUlJS4twcFBaFUKrnhhht44403CAoKIjo6mtdff52IiAiGDh16Pl6S0MxKLbWsKjrMf7f9xeGactIDwnmx8wgUEqlXFbJ5ObuZl7ObPmEt+HHQZPJNTecBVco8czJ1C4njuU7DeG77Qv7M249eruKulr0YEduyyeOEqPS0D64fGayoM5FdU4FKKudgdSlv7lmOxWHnjrQe3JLanRhdAHVOO/uPFnPPujlUWS0MiUrh+U7DSfELQSnz/TZuKkmxTq4UyzuFc0orVzIkKoVQtY7/27qAjSU5hGsMPNC6Hx2DYxi96AvUMjl3pPVkSmp3YnT1SxDVMgUtDEG0MASxJD+zyXOU15m4ZfUPxGgDMDtsqGVyamx1fNb7ajoGR+PC7pGf9WRBSq07j2qDJL8QkvxCGB7T9Hv6dAQqmw5enDziLwjC+be3qAa5VEKU39/L83oqicFaMfNREIR/HZvDzoHqUp7Z+ieL8zPxV6q5IakzYRo996ybQ7BKR4XVRKG5hifbDyZQ2fjs8SCVlld2LuW33D3c3ao3k5K7EKX1TEVRUWdi+oGNlFpMPNT2eDHaziExdAyO5pWdS1mSfxCDQsXUlj25OaUb3ULj6BYax96KwiZfi79C4w48HjGW83PWTj7IWEOppZbeYQk832k4aX5h+KnUTR4nWK0jWK2jdaBYXSkIvlzwTzp//fUXNpuNRYsWsWjRIo9tY8eO5c8//8RmszF58mSvfZcsWUJMTAz33Xcfdrud//u//8NisdC1a1emTZvmVYRG+PertVn5dP86dxU0qJ/lN+yvz/i011UMiUphsY8AxpUJ7QhV67C7HMTpAsmprfDqk+oXSo6x0v2zQaHivx0vY/ySr9y5SWpsdTy97U8S/YJJ9gupLzpzkgR9EGGa+hmHNoeDudm7iNUHcNXSmR7LEZ7fvohfjuzh58E3cfOq71h1QjW2eTm7WZCXwfrR99HupOUNDUbGtOLhjb95FbIBuDW1O+FNBGEE4WwLVxu4IakLVy6d4R4EOFxTxr3r53JlfDvuadWH/+1YxHPbF/Jr7h5+HTLF68Yz0RCEn0LtswjTgIgksmsqqLHVsa/q+AxDnVzpzieplMm5J713o0ufH2ozoMng5D+V5Bfc6PX3j0gSM5EF4QK0r8hIbIAGuax5BuwSg3T8kVF86o6CIAgXkIyqErrPf/fYbMP6is+v7lpKz7B4nu14GXevm+PuOz9nL4+1G8T1K77xeayrE9rznw3zKKsz8dSWBfyWs5efBk32KMASqNJyR8ueXLl0BlKJhAClBqfLxbMdPJ/FjPY6nt32F/Nz9zF38GQitf6EqPW0DYxkl4883hEaA5Ha+gkbOcYK7lo3hz+PZri3L8w/wJKCgywePpV+EYn//BcnCJewC37q09SpU9m/f7/Pf6+99ho7d+5sdHtMTAwAMpmMRx55hHXr1rFt2zY+++wz9zbh4lJsqXEnHT7Zo5vn83zH4V7tgyNTuLpFeyQSCVFaf+YMvgk/hefIVpBKy7cDrufzA8fzQd6Q1JmPMtZ6JEVu8H9bFjCr33Veo3z+SjVzBtV/EQLkm6vYWpbHFwc2+MyDctRUSWZ1iUfgsUGdw86jm+ZTaTX7fL3RWn9m9L0WCZ7V1ToFR/Ngm/6NzpgUhOZQY6vjyS2/e80+Bvj5yE66hcaiOLbceltZns98pbjg095XeVWLj9H582T7IUTrPIOVSqmMX4ZM8aikneoXyhPtvBPjj49vy9Do1L/z0k5blNaPX4ZM8ZrhGKPz57PeV4tq14JwAdpbVENsQNOzXf6JxGAtpbVWCqu9ByUEQRAuRFV1Zh7Z9Js78HiidcVH8FeoCVHVD6gqpDJe63o5/SOSfObOvy21O4dryig7oVjM+pIjZFR6D8r0DEvg+qROvLFrOZ/1vpqbU7rw4b41Pp/FNpXmsLuifjA6TKPnuwE3eA0w6+Uqfhk8hehjz2V5piqPwGMDh8vJQxt/4aiPySmCIJw+EX0QLiq5tVU+8zICVFktyKRSdl/xCL/l7KHKauHyuNYkGoI8lii3D4pk29gHWVuczc7yAgZFJZPiF4JGpmD+kFuptJrJN1UTptbR+48PfJ4ry1jOL0d2s2XsA6wvPsK2snzaB0fRKyyeOF0gNoeDcquJWpuV/pGJ3L7GuzoaQMfgaH7N2dPo612cn0m11UKAj6UMOoWScfFt2Rcax+9H91FsruGy6DTS/MM8RhIFoblUWc2Y7Xb0CiVGm4V+4YncnNKNYouR7w5t8yj8sr08n0RDEPur6lNnfHNoKyNjWiGR1AfPyy0mtpQd5aN9a/lx4CR2VRRwtLaKdkGRBCg1TFn9Pd8PuJFPel3FjvJ8orX+jI5NJ80/DLn0eLqEQJWGqWk9mdCiPfNz92J22Bkb25p4Q2CzznoEkEtl9AyNY/cVj7C04CCZVaX0Ck+gY3A0sSIZuSBckPYVGbks7e/leT0dSQ1FZwqqifBrviCnIAjC6Wp4TpFJpD5XZVTZLD5XkjVYV3KElzqPxOFyMiQqlRidP0qZnHd7jOXBNv35NWc3MomUTsExrCo6zLPb/vI6xo/ZOxgYlezRFq4x8Fa3sZTWGSk2GbkjrRcdfnmz0euYnbXdPbDcKiCcjZffz6bSXDaV5NI6MJw+4YnE6QLc95pNpffZWpZHtdUKOjDa6jDarGjkcvybWE4uCIInEXwULiqnypkmk0hpFRDuXobpi1QiJcEQRIIhiIGR1fyVt5/HN/+O0VbHZdFpXBnfjs0lOVyd2AGtTOFz1A/A5LQRrw8iXh/ENYnHR/qyasr4JGMdc4/sQq9Q8Xb3sWjlCp9LMescDgzyxvNMqWVy9xemLzqFkhT/UP7jH9poH0E42yrqTOwoz+fFHYvJqinnltTuDI1OpdhiZHF+JnH6QF7tOordFYW8tmsZUL88uu6Eitf+SjUSiYRCcw3L8jOZdmADk1K6sqroMKuKDtM6IIJQtY75uXvJra0EoNhs5H87FpFsCGF1URaDopI98rTmGiv57vBWZhzcjEIi5bF2gxgcldJkftSzTSGT08IQzC2G4HN2TkEQ/p5Ks40iYx1xAc03KznST41WIWNnfjXD0v5+pVVBEISzIaumnE8z1jI3ZzdamYJ70/swIqaVx8QFqUSCRq7A1EgRlyClllvSunu1h6j1hKj1xOkCqLRZ6D3/PY8ZjyfyNbECwGS3Mjd7N18f2sxzHYejlSuxNrIK7ORjxOkDidMHcmVCO5/99YrGn7lkEilyqYStZUd5cftidpTn08IQxNMdhtI2MIpAlQhCCsKpNFvwcdeuXWzbto3qau8k2hKJhLvvvru5Ti1cwiI19VXVfH2RJfuFcMRYTrTWnzDNqWc4FZpqmLzyO5YUHB8F+zhjLbOztvNN/+t5ecdibkntzhu7l/vcf1JSF6+2Q9Wl9Dzpi/aVHUu4Makzr/s4zvqSI7zVfQyv7V7m8xw3p3QjTORuFC4gJruVmQc38+DGXwFoHxRFrC6AnvPfcy+5zjKWs6LwEE+2H8zExI78mLWDNP9Qso3l7uPcnNKVErORu9f+zLyc+grV96b3RSNTYHbY2FPpmTy8a0isezbk0doqglRaojTHl2HnGisZ8tcnHnlYb1j5LWn+ofw17A4x81AQBC8ZxUYA4gOb76FSKpHQIlgrKl4LgnDeHa4uo+f89yitq3W33bbmRwZGJjOr33VEHAtAhqr13JTclY8y1vg8ztUt2jd6jjJLLR/sW83eyiLGx7fl8wMbfPa7NrGDV1uOsZJBCz4m69j94reHt3JtYkc+yVjr8xg3JHVu9Dp8GRqVigSJz3z5Y+NaU2m10Gv+++7tWcZylhYc5L0eVzAlpSsauagnIQhNaZacjzNmzGDChAm89NJLfPDBBz7/CUJziNL68cOAG1FKPatS6+Uq3uh6OY9t/t0jwNGUfZVFHoHHBmV1Jr4+uAUXMCauDa0DvCuaPdFuMPH6QI82s93KKzuXegVGF+Vn0ju8BR2Cor2Oc0+rPkSqDfyv0wivbSl+ITzSdoBX/jtBOJ+KzDU8tvl39893t+rNU1v/8Jnr8bWdy7gusROvd7ucz/cfz6d6e1oPVFIFh41l7sAjwAf7VvNuj3FIT5rtG6TS8t+Ow/j42M2nQipj9sBJ7gTiLpeLuUd2+SwAtb+qhAW5+/7ZixYE4aK0r6gGCRDj37zLoRODRMVrQRDOL4vdxmu7lnoEHhssKzjI7hMGfVUyOY+0HUCqn/fKqhc6DXfnUPSl2GLkpZ1L+DVnD2Pj29DS33vG97MdLiNW5/kc5XQ5+SFrmzvwCPB77j5GxbQi3ceKtifbDSZOH9DodfgSrjHwdvcxXu2xugD+13kE162Y5TMw+fDGXyk0G8/oXIJwKWqWqMX06dMZPHgw//vf/wgICGiOUwiCTzKplBS/UOYOvpnlhYc4XF1Gq4BweoTF8d9tCzlYXcrP2TvoFhp3ymPNOLip0W2/5u7h3e7juH75LBYPn8reqiK+PbSVYJWWm1K6kWQI8ioeUVZn4qfsnUD9l/aY2Nb0CI0jQKlhdVEWb3cfQ6Gphrk5u+gQGMXlca0JUesI0xi4s2UvRsS05MsDGymyGLmmRXu6hcYRI2ZrCReYQ9VlHnlXg1RajtZW+exrdzlxuJyk+4Wzrjibm1O6MjKmFVvL8vjz6D5KTwrULy04iEGh4rcht7Cs4CBZNeUMjkpmYGQKucYKnu84nACVhvaBkcTpA925HsvrTMw8tNnjWImGYEbEtEQmkbK2OJurW7R3v2fNdht1jvpclfKTBjIEQbh07Cs2EuGnQq1o3s+BxGAtCzKKqbM7UMnFZ44gCOdeaV0tPx57TvFlRuZmBkemuNM9xekDWTT8DjaV5vLD4e2EqfVMSe1GvD4IvUJJZZ0ZlUyOyW7F7nISfizFza7yApwuF05c3LLqB77pfz1OXOypKKTAVMOk5C4EqjT4nbQEumHyx4kcLieTVn7Luz3GYXU4+CtvP8FqLVNSutPCx7PYyaqt9Smv/JT1A0whah3XtOhA77AWzDi4iUJzDcOjW9I3IhGr005Wje8JLFangyPGcloYgpo8nyBc6pol+FhVVcXEiRNF4FE4L1wSF1cs+YruoXFEaf1YmLef/+04XgFbIT29P/umqkHLJVKCVFpq7HVIJdArLIE4bQC/5OzmyS2/Mzo2nSvi2xJ3wuxHi8OOXCpldGw6d7fqzc/ZO5mdvYMUv1AmJ3fB5nAyMDKJHmHxzM/dyx1rf0IrV3B/el86h8TSITia93pegcvlajLPoyCcTzKp54T6U/2lVljNPLnzD1oHRlBqqeWmVd9Ta7fySudRXjOYoT61Qp3Dhl6hJM0/FH+FGovDxryc3WwpO0pL/zCS/UKwOR3u97BEUv+ehfrA//s9rsDmdPBz9k6sTgdj41pTZbUgRcK+qmLe2rOCvNoqBkQkMSW1Gwn6IK/XJQjCxS+j2Eisf/Pn8UoK1mF3usgoNtI+qvEZQ4IgCM1FgsR9r+SLwsd9UIwugBhdAOPi2iCRSHA4nWQby3lj1zKWFx4iWuvPpOQuZFaXIJfKGBXTCp1cAUC/8EQebzeI2dk72FGez33pfUnzD+OxzfMpqzMxOjadiYkdSTgW0JMAch/XUGE1M2nld1zbogNf9rkGreLUS5/zaqtYXnCQLw5sQCKRMDWtJ30iWhCl9SdMYyBMY6BTSAwOpwPZsXvRXeUFTR5T1sTvThCEes0SfOzTpw/btm2jd+/ezXF4QWhSsErHNYntvUbHGlyd0HgekhPdnNKVaY3kIbm6RXs0cgWPtR2IQaHmwY2/8M2hre7tSwsO8ubuFawceTcJhiCO1JTz+s5lPNi6H7G6QEYvmobD5QRgQ0kO3x7eyqe9rsJfpWbCspkcMVa4j7U4P5OrEtrxfo/xhGn0IvAoXNBaGILceRkBjtZWkeoXyoHqEq++apmcAKWavVVF7K0q8tjWNzwRtVzOK7uWutvGx7clVh/A+KUzAGgbGEmbwAi6/voO9hPeTzMPbuG7ATcwNq4NSpmMIJWOqS17sWn1D7zbfRzfHd7GsoKD7uOuLsriiwMbmNXvenr//r67fX3JEd7ft5pVI++mfbB3WgRBEC5uGUU1dIhu/mBgi6D6AOeO/GoRfBQE4bwIU+uZnNyVN/cs97n9ltTujT6DNLTvriig7x8fUntCIZqfj+zk/9oPJaumjA/3rWb+0FtpHRDBvel9uGLpV9Q57DzUZgDLCw565H9cX3KEt/esYPWoe0n1DyVEreeOtJ7cte5nn9dwZUK70w48jlvyJVvL8txtKwoP0SM0nh8HTiJKd/wzWHbCIHiwWkuCPshn+i6dXOkx4UQQBN+aJUT/zDPP8Pvvv/PEE0/w3XffMW/ePK9/gtBctHIlz3S4jEiNn9e2e1r1JkZ3ejf2yX4h3JDYyas9QR/E2Lg2TF75PVfEtyXLWOYReGyQZ6rijd3LMVrreHvPSqYf3MSo2HQe2fSbO/DYwOlysazgIN8c3OoReGzwU/ZO9lcVn9Z1C8L5FKnx48u+1yA5Nufx/X2rebnLSJ+V6D/tdRXzsnd7tV+f2Ikkv2BidQHc3er4INZNKV3577aF7p/vS+/DI5vmuwOPDVy4uHX1bArMx3OoDY1KZWxcGyTgEXhssL+qhB+zdzAgIsmjvdZu5fa1P1Fq8c6BJAjCxavO7iCrwkxcQPPPfNQp5UT5qUTeR0EQzhuFTMY96b1pofdeOnxdYief+R1PVGqp5dY1sz0Cjw1e2rmYiUkdyawuZdbBLczody1PbvmDOocdpVRGv/BEn4VnyupMPLH5d2psdQCMjk2nc3CMV7+Bkcn0DEs4rdf5x9F9HoHHButLjrCi8HCj+0Vp/ZnZb6LXqhwJEr7scw2Rx5aVC4LQuGaZ+bh8+XJycnLIyspi7ty5XtslEgnjxo1rjlMLlziny4nLVZ/Pbc3oe/k1Zw9zsncSpNJyX3pfWgeGE6zW+dzX4XRiddrdlcpC1Xoebz+YwdGp/JS1A6PdytCoVNoHRZFVXcaT7QahkMrYXVHIFfFtWJyf6f5ybDDr0BYeaN2Prw9tweFycsRYQbHFd0LivhGJPL3lz0Zf2xcHNtAnvIWY+SicM3anA5lEekZ/cyqZnMtjW5N51ePMOriVJQWZHDVWsenyB5h1aDNri4+Q7BfMPa36kGIIZWh0GtcmduCdvauQS6Tcm96HtoGRhB6rSP9Mh6GMj2/HjMxNlFhqPfJJBqq05Jl855M02us4WltJnC4Ah8tFlNaPj3uO59Y1PzZ67XOO7OL2tB5o5AqCVVr2VRazpewom0tzKa8zEdLIZ4cgCBefQ6UmHE4Xsecg+AjQIkjLLlHxWhCE8yhOH8jSEXexMC+Dbw9vQy9Xcm96X9oHHb8va0x5Xa1XUC9IpWVQZDIKqYwCUzVxukAW5R9gUnIXOgZHU1FnJskvmFVFjQf9fs3dQ1ldLVqZgmidP3MG38SaYytWZBIpd7bsRdfQOCK1ftidTqQSkJ6wBPrEe9kySy0bSo5wQ1InCkw1LCs86FEQ8bfcPYyObYVOofQ4RoOuIXHsGPcwX+xfz8bSXNL8Q7mnVR8SDcFNpusSBKFes7xLPvroI7p37879999PSEhIc5xCEDyUWoxkVpXy6f51GO11TEruQueQWO5p1ZvJyV1QSGVojuUYOVl+bTUVVhPfHNrKvqoi2gdGcW1iB2J1AVRYzTyxuT6Ho0omp2dYPAAbSnOosdXhr9LQLTSOjMpipvXpxLayPF7eucR9bMexL7SGL7aTZ2idSIoEp48Kag3sLgcuXO4ZZYLQXHKMFSwtOMgvObuJ0QZwW1p34vWB+CubfgivsdaRU1vBtMwNZNWUMyw6jS/7XEOcPgC5VMYLnYZTa7ehlskpshiZl7uLn7N3EqEx8FzH4Whkct7fu5rpmZu4OaUraf5hxOkDGRCpp3toHPNz93qcz+WjgvaJzHYb0w9s4vejewlWabk1rQdj4lrzx1Hf1a1HRrekV1gCh6rLKDBXMza+Dc90uIxHNv3ms7qhIAgXr4yS+oHCuMBzE3xMDNby137v9BSCIAjnUpw+gFvTenBNiw7IpFK08lMvZQY87pKkEgn/6zSCeH0g83P3Uuew46dQ8/OgyeypLOTxzb8jl0p5u/tYXC4XmT5S87iP64KsmnIe3vgrV8a3J0CpptJq4fPeVxOo0uKv1HC0tpIfs3bw/eFtBKq03J7Wg1C1jiX5mfx+dB/xukDuatULqF+hs7uykDaBETzYpj/v7V3FptJc3us+DqPdyk2rvidApeH2tB4kG0I8Jq0oZTJS/UN5qctITMfuZ0XQURBOX7O8W8rLy3nppZdo3/70cusJwj9RajHy9NY/+Wz/enfb3CO76RgczbzBU5pcZl1QW8XOigKuWDId67EZVb/m7OGN3cv547JbwVW/7PKLAxuYO+gmfs7eyUcZa937z8vZTSv/cH4YeCOdfn2LW1O682jbgby2axkA4+PboJMrmdCiPV8c2ECdw06gUkOF1ex1LWuKsrkqoZ3H6zjRlJTuPkfhBOFsOlRdyoAFH5FvOj4D56OMNbzf4wpuTOqCQanyuZ/ZbuWXnF3ctOoHd6Du15w9hKh0rBx5N2kBYcikMvyUMrJryhn058ceKQY+3b+eR9sORCaV8kPWdn7I2s74+La80W0M8fpANHIFbQIjkEok7mB+rd1KuMZAkbnG63rUMjl2l5Pb1s52t03L3MjDbQbwYJv+vLV7hUf/sXGtSQ+MoO/vH3pd/3cDbiBI2XTFREEQLi4ZxUb8VHIC1OfmwTIxSEexMY/imjrCDL4/ZwVBEM4Vw7EK0KcrUKmlTWAEuysKeanzSLaWHeXJLX+4t4+Pb8sDG+axujjb3fZD1nauiG/D0x0u44Udi30ed0hUCr/n7mPukd3u57un2g+h5ZzX+POyW0k0hDB84WfsrzoewJyeuZGpab3wU6r4NWcPKX4hDIpK5voV32I6YVn4RxlrmdZnAk+0Hcyd635m3wn5x7/K3MQD6f14ov1gr1Vz8mP3s4IgnJlmiWS0b9+eAwcONMehBcHLgaoSnwG7bWV5zDq0GYfT92zDOoed0joTk1d+5w48NjA7bExe+T0GpYoXOg0nTK0nUKX1CDw22FdVxPTMjTzVbgif7F9H99A4NLL6ZZs3JHWmwFzNY20HEqrW83HGWl7sPNLn7MXOITFMSelGuI+cIYMjU2gdEH66vxJB+FtqbHU8umm+R+CxwX3r51FobnxJYIG5hltWz/aaIVhaV8td63+mos4E1M9GfH77Qp+5TV/btYzRsenuaotzjuxiZ3m+e7tOpuD/2g91//zhvjW81Mj76aXOI/nYx/v1jd3LGRyZ4pWDcmrLXtyzbo7P6//f9sU+KywKgnDxOlBsJDZAc85SnSQG1w9w7BRLrwVB+BcK0+j5rNfVRGn8iNL6MTtrh3tbx+BocmorPQKPDeYe2c2BqhKmtuzptU0vV/FI24HMOLjJ3batLI/Npbn0DI1n+oFNvLd3lUfgscEn+9fSIzQejUzB/en9eGjjbx6BRwCb08H96+fhxOUReGzw9t6VPgvMCILw9zTLcO5dd93FQw89RHl5OR06dECv984R0bVr1+Y4tXCJcTqdfLJ/XaPbP81Yz+TkrkRqvYvPVFstOF1On7MQAXJqK7A6HOwsL2DpiDt5b8+qRs8z8+BmfhtyC89tX8iivAO83vVyEg1B3Ld+HsNi0nin+zjWj76PLzM3kllVwh+X3cpn+9ezp6KQFL8Qbk/riV6hJF4fyNpR9/JV5iZ+yt6JTqHkvlZ9GBSVQoSP1yAIZ1OZpZZfc/f43ObCxdKCTFL8fScc31KaS5eQWAwKFbsqCig8YTbi8oJDlNWZCFRpKbEY+fbwtkavYVXRYbqExLK+5AhKqYw1RdkMikhBp1Syt6qYEdFpdAuN4+3dK8itraS8zsS60ffy+q7l7KooINEQzGPtBjLvyB6vZdoNFudnMq3PNbyxezl1DjvXJXaixGxsNC3CiqLj1y8IwqVhX7GRGP8zm/nzT0T5qVHLpewqrGZIatOFHQRBEC5EHYNjWD3qHh7e9JtH++Wxrfm+iXu/rzI38US7QbQLjGLWoS2U1dXSNzyR65I6sbOsgPJjA9gNfji8nXvS+xCo1PDAxl8aPe7CvP30i0gkSuvH4Zoyn30qrGbK60zIJFKvgqAN19Y5JLaply0IwmlqluDjTTfdBMCnn34K4DFq7HK5kEgk7NvnO+eWIOSbqthdUcifRzOI1PoxJq410Vp/9ArvZUhOXNTavKuqNTDZrR6JhAEKTNXsqyzit9y9BKm0zBt8Mz9l72DGwc1e+9fYrVwR35a82kqf1duOn8eGQaHi1tTuWBx2SutquW/DXJwuFz2t9XkiEwxBPNNhKOV1JuQSKb37TqTGZsEFqKQygk6Y0v90hyHc1aoXMom00QI5gnC2OV1Or/fLiYyNvAeKzDW00AfTPyKJCquJaxM7IgEe2virO7hvttuOncPlUTTmZCa7DaVUxr3pfRgSmcqqosM8u/1ProhvS6haR78/PqR7aBz/6zQCtUxBicXIpBXf0TeiBV/1vZZZh7cSqNTywb7VjZ6j0mpiXXE2o2LSkUul7K0sQnaKmY32RmZQC4Jw8XG5XOwvMTKhXdQ5O6dMKiE+UMOuAu80EoIgCOdSeZ2J3NpKfs7eicVhY3x8OxINQYQ1UtG51FJLgamauUd2kWgIxuyweWxXSmVYHPZGz2eyWym3mkk0BHN9YifKrCa2l+XxwPpfGBffxru/o/5eUSmVue8vfR73WD9fQcUT1TntyCQSHD5ugatPKiYqCMLf1yzBx5kzZzbHYYVLQI6xkssXfcHuykJ32xOb/+DLvtcwPr6tVwBSLpVxY3Jn5uXs9nm8K+LbEKQ6niz+aG0V45dMZ0vZUY9+L3QazuTkLh4BSD+FmiqrmQnLZvJJr6u4MqEd3xze6vM8I2Ja8v6+1URq/egfkcgNK751B3GuS+rkcb0nfnHrFL6TOMtO6icI54KfUk3n4Biv90eDwZEpXm3Fphp+y93D1LU/u5csf7Z/PekB4czsdx1XLv2KFoYg1pccQSGVEq4x0D8iiRWFh3yeo294C/yVaoy2OsYu+dLd/vaelQyKTGZan2u4fsU39P3jQ4/9zE4bPcLi+ebQFq5r0ZFh0WmNFpYZGJnMQxt/o+RY5XmZRMrExI6N/l5S/UIJOMPcR4Ig/HsVG61UW+zEBJzb932CqHgtCMJ5Vmqp5dWdS3lrz/Hc2G/uXsHo2FZ80utqr9VkpRYjP2Xv5O51cwBI8w9lasteLDia4e6ztjibMXGteWP3cp/nHB7Tkue3L2RvZRFf9b2W6Qc3sbk0lwfb9Getj6XaI6JbsqYoixC1jtGx6cw5ssvncQdFJvP45t+ZmNix0Zz7CqmMaK2/VwquBtef8BwnCMI/0yxJrLp163bKf4JwMovdxuu7lnoEHqF+ueeUVT9Q0Ei+ua4hcbQL9J6d4K9U83DbgWiOVWmzORx8tG+1z8DK01v/5KqE9shOKOjyfx2G8PmxXJJT1/5ES/8wuvqYdq+Xq7g9rQffHNrKC9sXoZYp3MsDuofG0zog4jR/A4JwfoWo9XzQc7w75+KJrkxo67N4U0ldrUfgscHeyiJ+yt7B+Pi2PNPhMt7es4JJK7/D6XLxdvexqHxUBxwUmUyBuZqOwdG8u9c7zcHSgoPkGCvpERrv0S5Bwn87DuOjjLW81mU0b+1ewT2tevus0Ng3vEX9dR8LPAI4XE42leZwS6r3d5NUIuHDnuNF2gNBuITsL67/fIgNODeVrhskBmnZW1SDw9n4DHRBEITmtL+q2CPw2GB+7j4W5u33ai8yG7ln3dwT9i8hTK2nlf/xXPXZNeVcm9jBZ177JEMwqf6hbCvLo85hZ+ran3ioTX8iNX6MiG7J4vxMj/6BSg3XJnbg5yO7SDaE8Hyn4eh83O91D43D4rBTaK7hs/3reabjZT5f73Mdh9WvsJN7r7DrFhJH20DxHCcIZ0uzlfDbtWsX27Zto7raO2AkkUi4++67m+vUwr9UscXI9MxNPre5cPHn0QxS0r3zIEXr/Flw2W38lrOb13Yvo9Jq4Yr4NjzadhCJhiB3vyJLDR9nNJ4fclXRYYZEpVBpNXNPqz5sLM1hUf7xwkk/HN7GrP7X82P2Dj7LWE+NzcJl0WncnNKVJ7b84V6W/cPh7VwZ3472wVFcl9jJZ75JQbhQtQuKZNOY//DM1r9YVXSYULWOh9sMYHRcOiFq7/y9fxzd5xV4bPBD1nbWjrqX57cvcicDL7YYaeUfxuYx/+G5bQtZnJ9JkErLvel9aB8YxdL8TLaV5TV6fZ8fWM83/a/jtjU/kltbScegaO5L78veiiI+7nkliYYQuofGM/PgZuYOvonP969nSX4mfko197bqwzWJHbDY7TzadiCzDm2hzmFnXHxbrk3sSIBCQ/+IJKYf2ITVZSdMZeDJ9oNp6R92dn65giD8K+wvMSKVQPQ5zPkI9UVnzDYnh8pqSQ31/ry9GB2sLmVl4WHCNXqGRqWi9DEwJQjCuWF12Hl/b+Npa97es5KRMa0I1Rz/fPolZ7f7PjDREIxeruSxTfP5sOeVLC88yA9Z25mY1JHnty1iRt9r+TFrB7/k7EEulXJVQnuGx6QxZdUP7uNVWS2opXJ+HjyZIJWWx9oOZG1xNk6XkzT/MCYkduDzjPXMGXQTPULj8FOq2TTmP7y4YzF/5O7DoFBzd6vejI1rzf+2L6R3WAskQJuACBYPn8qzW/9id2V9jvD/dhxGr7AE/BX1x3h55xJ+y9mDQaHmrla9jj3HeQ+8C4Lw9zTLN/yMGTN45ZVXcDWSO0wEHwVfHC6XV46QExWbjV5tRlsdheYaVhUdps7pYPbAyQQpNRgUasqtJmYe3ILRVke/iET8FGpMTeQFqbHVcV+rPqwtOcITW37naG2Vx/Z8cw24XEyIb49erkQtU7Ch5AhXLPnK47qrbRbe63kFElzkGKuYe2QXfgo1vcMTiNAY0J20dLzUUku+qYqVhYcxKFT0CW/hs58gnAtqmYJ2QVHM7DeRGlsdMokUhVRKvqmaOdm7UMsU9ItIJEJjQK9QUWapbfRYFoedLGOFR1qEOocdpUxOekAE0/pcQ6XVjFwiRSNTkGuqpGd4PDv3FzR6zEqrmWhtAIuGTcXqdCCXSDDZbejkStYWZ1NiqaVNYATPdhhKlc3CO93H4XS5kEokhGv0SI/N6vxvx8u4LbUHLlyEqfUYlGrsTgd9whNRSeXk1lbSJSSWSK0f2kbSIwiCcHHaX2Ik0qBGKTu3Ve5bBNUXtdpTWHPRBx+dLif/t+VPXt+9zJ2mJs0/lDmDbqZlgBjwEYTzweZ0ehV3OVGl1exVnK/UUsuw6DTubtWbzOpSyutMdAiK4mBNKZlVJSwZPhW5RMaMg5u5fPGXjItrw++X3crGkhwWHM1gzOIvvfKNO3ERrwvE7nQyKbkLLQxBmBw2+kckEaDQ8GGvKwk5ISd+mn8Yn/S8iorOZvf9XrHZyO0te7GxJIdonT+JhmCitX7MG3IzJrsNtUzucYxU/1A+7Dme/3Ua4XXPeKK82ioOVJewszyfFL9Q2gRGEKsL8KhxIQiCb80SfJw+fTqDBw/mf//7HwEBAc1xCuEiZFAo6RISy+bSXJ/bh0WnefxcbbXw/eFt3L1+jseX1gc9rkAmlXL3Os/2a1t05PuBN3DV0hk+jz8wMplpmRsbzRvSLTSWQX9+woQWHdhVke+1DKDB+Ph22J0O7lo7h7k5x48lk0iZ3ucaxsa3ceeuLDRX85/18/gxe6e7n1Qi4fPeE7gyvh0GpQhACueHn1KNn1JNkbmGhzb+yteHtri3SZDwXo9x3JDUicui03i9kRw+nYNj2FdZ5P45QKkh6ISK0XqFCr1CRYnFyFNbF/Bxxlpa+Ydza1p3fs3xXXX7sqhUApRqd3D+YHUpl/31KUeMFe4+ISodi4dPpW1QZKOvTyVTkOgX7P7Z7nSwsSSH4Qs/9ygu1S4wil+G3EycPrDRYwmCcHE5UFJ7zvM9AgRqFPir5ewurOGKto1/fl0MHtk0n3f3rGRKSjeuTGhHTm0lr+5cSv8/PmT95ffRwhB86oMIgnBW6RRKxse3ZUmB72ec4dFpBCo901FMaNGefZXFXLl0hkdBwX7hiTzRbjA6uZIQtZ4R0fX58X/M3sHYuNY8u+2vRgOd8bpAZBIpc3N3c+/6uR4rbG5M6syrXUd77aNVKN2Dxbm1lVy55CuPVFtauZLfh95Cz9B4j3tRj2PIlT5T9jQ4VF3KZX99Rrax3N0WrNKyaPhU2geduwJlgvBv1SxDulVVVUycOFEEHoUzEqLW83a3sUh9jBx1C4kj2c9zyXW2sZw71/3sEWBUyeTE6QO5c+3PXqNo32dto9RSS+dg77yNbQMjsTjsTE7u6jPfXeuACORSGXmmKmYc3MT96f1QSGVe/dL9w+kYHM3srB0egUeozys3edX35NZWAvXVNOcd2e0ReIT6asC3rP6BnNoKBOF8W5R3wCPwCPVpEO5dP5fDNeXE6QN85kKVSiQ81m4Qnx3LmwrwcpeRRPlIQ7CuKJuPM9YCsK+qiBitPy30QV791DI5T3cY6g48llpquWHFNx6BR4DSulrGLP6S/JNmLzclz1TNyEVfeFW131mRz+Obf8coqh0KwiVjf7HxnC+5hvqVQS2CtOwpvLgrXv+YtYN39qzknlZ9uC6pEyqZnBS/EN7sdjkqmZyrl87E2kRlXEEQms+AyCSifSw11smVTG3ZC7Vc4dEeoNRyx9qfPAKPACuLDrO88CBhagMqmZx70/vgp6j/XP3iwAYebzfI5/mvS+zID1k7OFJbwT3r53il9vn60BYW5R3wuS/UV85+duufXjn+TXYroxZNI8/094p6lVlquWnV9x6BR4CyOhNjFk8j7wzuOQXhUtUswcc+ffqwbdu25ji0cJHrGBzFqpH30DM0AQCDQsVjbQfy06DJRGiPJyl2upweQY0GQ6NS+a2RGVMAb+1ewVf9rqFveCJQ/0V6e1oPXu0yiv/b8gffHt7KvME3Mz6uLSqZHJ1cyZ0te/FKl1E8sOEXAMrrTLy9ZwU/DZxM/4gkoH6k7N5Wffhj2G3IJNJGq7m5cDH78HYACs01vLHLdz+AmSdU3haE86HYbOS1Xcsa3f7p/nUcqangiXaDubtVb/dNZY/QOP687Db+zM0gp7aCNgER/D70Fq5KaI/8pKB9eZ2JV3Ytdf/cyj+ct/es4KNeVzIpuQtqmRwJEsbFtWbT5f8h2S/E3bfEYmRTIzOlc2orKDSf/gP83opCahoJMP6UvZNii3faB0EQLj42h5OsctM5LzbTID5Qc1FXvC6vM3H3up/pF5HI2LjWHtv8lRr+r/0QdlUU8Pqu5efl+gThUmZzOvj8wHq+6DOBiYkdUUplSCUSRsS05MeBk3hj1zJKT0q3s7QgE8dJS7EbfJyxjiJL/b1YC0MQ6y+/j3FxbVhZdJgiUw0z+k5059WO0Bh4tsNlDIhM5lB1qbvopy+v7VpGidl32p8is5FvD/uOQ5jsVraXN55XvCklllqflbcBjtZWNVoYVRCE45pl2fUzzzzDpEmTyMvLo127dmg03jdw48aNa45TC/9yGrmSHmHx/DLkZmrt1vqcG2oDCplnwMLudLpnEJ7IX6GmqIkgQbHFiL9Cw/s9riCrppxIrQGHy4XT5WRGv4nkm6rRK1Q81m4Qj7cbRJBay4KjGVyxZLpHjpOlBQfZVVHIcx0u49NeV+FwuSg0V7O3opBEQzDJhhCv6wtR6fhvx2EkGoL46fAW0gOjmgxoZBsrcLlcIoeIcN7YnI4m/0aP1lZRYTUzccUsRkS3ZFqfCbQwBGFx2DlUXcbtLXvwePtBlFpqOWqq4lB1GXU6u0cRJqvDTpHZyAc9xtMrPIEDVcWopArC1XruatmLx9sNwulycaCqhH1VxcikUsLUegJV2iZzxAJU2Syn/Vqbuml0uJzUiVk4bnZjHvbqHOy1hSgCkpDpIpBrRY424eKQXW7C7nQR639+go8tgrTM31eM1e5EKT+3OSfPhf9u+wuLw869rfr4vL9J9Q/lqoR2vLRzMTcmdxYpLwShmbkcdhy1+diqDmOWG9hZXsAnGeuY0KIDM/pNRIqE1cVZTFwxC4NC5TXD8chJMwFPVG2zUGqpZW1RNm2DIglV6/iizwTK6kyY7TYqrWa+6X89RlsdGVXFzDy4mTXF2dyU3JX8RmYoXpfYkRuSOrO2OAuFVEargDAiNAY0x5ZLW512r2s8UWPHPZVT3XNW1pn/1nEF4VLSLMHH5cuXk5OTQ1ZWFnPnzvXaLpFIRPBRaFKwWkcwuka3K2VyRsa0Yn7uXo/23ZWFXNOiQ6P54nqHt8CgUGF12lHL5fxnwzye7TiM+9bPJbO61N2vTWAEr3UZzf0bfuGjXuMxKFRUWD2/VLqExNA5JJaXdi7xmKWokyv5ut91qOVyFhzNACBIpWVmv4k8smk+eyoLAXiwTX96hMY3mldldGwrEXgUzis/pYo+4QnMPbLb5/aRsa2I0wfgdLnIMpajkskZtWgaReYaglVaZvW/nptX/cC+quN5H9P8Q5k/9FYSj+Xz8leqmdX/Ohbk7qPLr2+70yUopTKm97kWtVzBTau+85iVeFNyV17qMpJApRa1TI7FR2BQgoSYM6hQ2CE4utFt4RoDBlEACgBr2V4K547GYTy+nEkV2YuwkbOQG2LO45UJwtlxoKR+Nk3secj5CBAfqMXhdHGgxEibSO80Ff9mh2vK+DRjHTeldG005xrA9UmdWJh/gGe2/slX/SaewysUhEuLy2HFkr+Oot+uxGWtRhnVi8sS72dpwUFmHtzstQprVEwr/BXHPxurrGa6h8Y3evy2gZEsyj/A45t/RyqR8HDrAVzdoj0DFnzkkeZmUnIXuobEsubYzMJdFQVcn9SJP47u8zjeI20HIpdIuXzxl+7ZlgqpjA96XMGEFh3wU6rRy1XE6Py9Coc26OIjVdDpCFBq0MgUjQYh4/QBf+u4gnApaZYh1Y8++oju3bvzww8/sGTJEq9/ixcvbo7TCpeY4TFphKk9q0HuKM8nPSCcCI3Bq79MIuWFjsPwU6pRSGU8umk+V7fowGOb5nsEHgF2VxTy4o7FDItJ4551c3iqwxCP7RIkPNluCEsLD3p9MdfarUxYNpOHWvdHQn3w8IHW/Xhu+0J34BFgRuYm7kvv6zPHZZTWz72kWxDOF4NCzbMdhvnMgxqq1jMypiUxugDS/cN5usNQbl71PUXHljo/2KY/z2z90yPwCLC/qoRrls10V6/XyJWU15l4cecSjzytVqeDAJWGicu/9loO/dXBTczO2kGkRs8jbQb6vPYbkjp5fT40JUYbQL9j6RhO9nJn37kqLzV2Y55X4BGgrmAtZasexWm9uPPUCZeGA6VG1HIpwbrzU+U+Iah+xuWeoovv/fTijsX4K9VcEd+myX5auZLrEzvxzeGtZFQWn6OrE4RLj914lKJ5o3FZ62cDWvPXMjY0zOfggFIq44n2Q9xFXaD+ns5kt5F6Ul7+Bo+1HehePu10uXht9zK2lh31uj+beXAztXYrnY4NBJfVmRgV28qjX7jGQPvASF7eucRjmbfN6eCOtT+5n+WitH682sW7IA1A99B44v/mbOoorYHHGslTOTGxI2Fq72dPQRA8NUvwsby8nNtuu4327dsTHR3t858g/FPx+iBWjLybkTEt3UG+9kFRRGv9WTbiLkbFprvb2wVGsnzEnaQdyytSUWdmV0UByYYQdlYU+Dz+muJsOgZFs6Y4m8GRqYyNa+0OFN6Q1AmLw8ZnGet87mt3OVlXcoTrkzodO38UG0pyPPqU1ZmYlrmB7/rfQJvACKC+SMflsa1ZPuIusdRIuCCk+IewYuTddDhWxU+ChBHRLVk58i7i9UFEaf1ZcNltuFz1f9MN2gZGNpqPcWtZHiXHlnMXmqp95vbqGBzNxpIcrI0snXll5xLKrWbuatWbt7qNIfjYjbJBoeL/2g/hlS6j8Fed/rLJMI2eWf2v586WvVDL6hcFRGv9mdl3IpfHpSP1EYC91Nirc7wCjw1MmXNwmESQQPj3q690rfE5MHgu+KsVBGkVF13RmRxjBbMObuHqhPaoZYpT9h8Z24oQlY6XdogJC4LQXMzZi3A5PAd4NcvvZFmf0QyNPD4JonNwDCtH3k3yCVXoTXYrr+9axkMbf+Wd7mO5KqGde7A62S+E6X2vZVH+AQ7VlHkc/4sDG7g+qbPXtXyasY5JyV24KqEdi4dPJdkvlBUj72ZEdP1z3oQW7ZmeuanR1/L2nhVY7DYkEgnDotP4fsANxOoCgPqCpLen9WD2wBsJ9zFB5XSoZAqmtuzJO93HEaKqX51nUKh4ot1gXu96OQFncM8pCJeqZll23b59ew4cOEDPnj2b4/CC4JbqH8qs/tdTVmfC4XQSoNQQqqkfJfu633WU1dV6tUN9DhKpREKtvekKtpZjU+urbWZe73q5eyQtTK1nc9lRn3knG+yvKuHd7uN4qm1/r+TMDX7N2cOeikLmDr4ZpVSGTColRKXDT3l+lnsJwolqbVaKLTUopTK+6X89TheoZTKC1Tr8lcdvsmL0AdTkeeZX9LUU+kQNsxnNDpvP91GoSsfRJt5fheYa7E4nUXp/7mnVh/EJ7TDbbahlciI1fl55Yk9HtM6fN7peziNtB1DncKCTK4nS+on0B8fYawsb3+hy4rKZGt8uCP8SB0qMRPud3+/ghEAtey+ymY/v7V2FRq5gdGz6afVXSmVcndCeT/av5flOw0kwBDXzFQrCpcdW4V012l6RgeGPMXzS5g4cVzyES6IgQKXBoFCRb6qm0FyDTCIlVK0l21hOaV0tVy2byXWJHVk9+l6cLie5xkqe377IY8VXg9zaSkLV3qm1cmsrGRHTiptTuqE/luom1T+UbwYcf84bs/jLRl/L4ZoyLA47armCQJWWq1t0oHd4C4w2K0qZjHC13p0X8u8KPZaPfFx8m398zykIl6JmCT7eddddPPTQQ5SXl9OhQwf0eu+lb127dm2OUwuXIH+lxiMQcrxdjX8jQbxQtR6ny9VkkE8mkaKWKZBJpFRZLfT/4yMGRiYzve+1+Ks0qKVyOgRHs7mR2V0DIpPqv6ydZpy1BUglEo9lpQ0O15SjkMpI8fe9ZEEQzodSi5EP963h5Z1L3Ym7o7R+/DzoJp+zctsERnr8rJEpGv2blyBxz1T0V6jpGBRN9kkJyw/VlDGqiYfU1gER7hmKMqnUPbr9T6nlCuL14iHXF0VA46kgJAodEpVYciT8+2WW1NI/MfjUHZtRfKDmopr5WGOz8MWBDYyOSUcjP/WsxwYjYloy69AW3t6zknd7jGu+CxSES5Q6ug/V29/3andaylEcmktMp7uRa0PqC8Mc2sL9G37BdCxX441JnekWGsfWsjxMditfHNhAoEpLtMaP0rpan4FHgA5B0V7prqA+93agUuMOPDZoeM4z2210C43lQHWJz+P2CWuB7qTgYtQZ5P4+XWfznlMQLjXNso7spptuoqysjE8//ZQ777yTSZMmuf/deOONTJo0qTlOKwinLVStY3x8W1YUHmZMXGuffSYmdmBBXgY3JnVyF45ZVnCQ21f/SEWdiTh9IA+27udz3xCVjkGRKQDINEGEqXXckOD7PFcntD2j3HSCcC78lbef57cv8qgYmG+qZsifn/icqZigD6TtCQHIv/L2c1VCO5/HvrZFB8KOzUQOUut4ov1gZCctaz5UU0aMzt9n/laAV7uOIuxvLp0R/h6ZLgJVVG+f2/w6PYBMF+lzmyD8W5isdo5WWYg5T8VmGsQFajhUZsLmcJ6687/AzMzNmOzWRu+3GqORK7g8rjXTMzdSUSdmVgvC2aYK79Lod3dg35eRa+vTVe0uL+C2NT+6A48A32dtZ2xcG1Sy43OZZmRuIlrnz1UJ7dHLvQv1SZBwV6tezDq0xWvbq11GEexjRmQDjVzBo20H+cxDrpbJua1lDzEDURAucM0SfJw5c6bHvxkzZrj/Nfx8JiorK3nmmWfo168fnTp1YuLEiWzevNmrX3l5OX369GHDhg0e7U6nk/fee4++ffvSvn17pkyZwpEjR/7RaxT+3QJVWt7tcQXVdWZuTOrMjUmdUUjrv7BUMjm3pnZnREwrnE4nt6X1ZEPJ8b+Xhfn7KbYYidUH0Ck4hk97XeURIOkeEseyEXd6JDQOMETzQtu+3JXSGeWx8yikMm5L6cab3ceJPCHCBaXQVM1/ty30ua3WbmVh3n6v9gitH78OmcLomPpcq59krOXK+HbcltbD42/+9tQevN7tco/ZysmGYH4dMoWEE2Yctg6IQC9X8sPASfQOS3C3h6r1zOw7kZ6hx9uEc0OuDSNsxNdoU6+CYzf/EoUO/+7/h3/7qUhloiK48O92qKw+wBXtf36/k+MDNNidLg6W+k7Z8m/icrn4KGMtvcNauAedzsTYuNZYnQ6+OLDh1J0FQTgjcr9YIq9a7DGwKNWEEnLZNNTH2qqsZp7fschrX5vTwas7lzJn0E3ugjPFFiNri7OpsVn4c9htHoPSsboA5gy+iSiNn0eBmgiNgR8G3Ein4JhTXm+SXzALh91B4gm5J1v6h7FsxF20EKtWBOGCJ3G5fKyJO0ecTic33XQTzz//PAkJCY32mzJlCmVlZTz99NMEBQXx7bff8uOPPzJnzhySkuqXgeXn5zN16lT279/PzJkz6d69u3v/Dz74gG+//ZaXX36Z8PBwXn/9dXJzc5k/fz5K5Znnfhg8eDAAS5YsOeN9hb+vwFRNmaWWOqcdnVwFuNApVERp/JBJTx1HL6y2UFprxeZ0EaJTEuWn/n/2zjpMriL73++Vdhv3iUzcnQgxSALBCS4BFndYbL+LLIss8ltYZBdb3BZ3SyAhJIG4u09mIuPWPe3dt+/vj0466Ux3hMwkM+S+z5Nn6aq6dev2TtetOnXO5xBQQmz3NhCKKIgI+JVwLCRIJfo3Wh/0stlVS4rOSEd7Ou5wAItsIM9kI9tsp87voSbgoTEUwCDpyDFZMUo6Kn2NOEN+7DoDBlGm1u/BKuuIoOIP+7HKRnKsaZiT6I+okTCKpxzFV4sg6hBN6ciWnL3qFRRPWdJ6jbZJa5hftrsb6PDpP5LWPz/0LE4r7EldwEtYjZBttGKW9dQHfABEUAns+i3pRYmAouBXoto4BlEmGFFoDAcwSjIWyUBIDSMgoKgqnnAASRCx6QyEIgr+cJgIKhFUZEEkw2ghz2w/JhPAqKpK2a55TAAyLHpy7cbD0qRsOo9kIFuyE7ZVfLUovlpABVVFjQQRDXYkS26zGR4Vfx2KrwY15EE0pCBZchBl7XCmOWgNc0tr5/OVZZz/7hK+uGIwKaaDDw9ubuq8Qc57dwmfXj6Ic/vmHbVxNAezKrZw4pSXeXrIGQxI/30JJ/+56hfW1Few5fz7kEXNs6k1os0vR4+wt4qIr4ZIOEBYl0p5OAVVkMm06HHIARRvFZFImCrJToOioJf0BBUFbzhIisFEjsmGP+ilJuAloIRIN1jIs6RRE/RRs2vfpRMlqn1ufEqIXyuLMUk6BmcUYpMN5Jrt0b2NEkYSBLKNNrxKkFq/B4OkQydKeMMBFFXly9LV9E/Po4M1DVGIpgXNNtkOeV1X7nVRF/AiCJBusPzuJDIaGhpHlhbRfDxYVFVl4cKFeDzJT3ZLS0uZM2cOH374IQMHRjMH33///cyePZvvvvuO22+/nU8//ZSnnnqKgoKmJybBYJA333yTe+65hzFjxgDw7LPPMmrUKKZNm8Zpp53WMg+n0WyEIwrLasuYPPt/bN6lEZJhsPDwwJNZV1/JqJwiTi7ohk2XOExKiaisKHNyyf+WsrE6+reWZtbxn0m9GdslhZnlm/nr4h9whaIJM/qk5vLk4NO4Z+G39EvPY1L7PoiCQGXAzdVTP8EZjLbrlZLDe2MuoW9qLml7hQmUeZ3cseBrPtq6nIiqIgoCk9r14ZJOA7hk1v8osqbzzqAxmFY8jTTsftTMPgj7vHCVgBPv1h+om3kHEX9UC0+X2o3MU95Fn9EXNeTBWzKV2l9uJ+Kv3VXflcyJ76LP7IegLc41DgO9JNHVnplQV+em7iPok5rHhKn/Zau7jo7WNF4ecR73LfmepbU7sekMfDT2Ml5cN4cpO9aj7jIaXtFlCNd1HcZrWxfwyvq5+JUwN3YfQc+UbP6+7EfqdoXUdXdk8d/jz6Pc6+KOhV/HdIHSDWb+M2wSRbYex6Th0RdSmLO1jis/Xs5OZ3QOKnAYefuiAYzokIpRd+i/+QPNM3vPI6GGLVT/eBWB8nkACLIJx+C/YOt7XbMZHkPOEmqmXYt/x6zoPSQD9gG34Rh4O9Ku0C8NjZZkU40Hm0HGYTyqy2NSTTocRpl1Ve6jOo7m4PUN8ykwO+if9vuNqGe3682POzfw3fZ1nN2+dzOOTkOjbROsXUvVlMsI1awCQNDb0Q98mI8bhnJaVzvB9Y/gk8wsbX8xD679mn8ddyb/XPULMyu2ANFor1u6H8/AjAIunfU/AE7K68rdfU7ghrmfUbwrU3WW0cqjAyeypHYHl3UazN+XTSUUiWDTGfjnql9ie6j3R1/Ch/XLeH7trwR2JR4cnV3EX/ueyOclqxiR3YE7FnxNhS+qadvemsq7oy8my2hDfwjLmFyznVyzvVm+Qw0NjSNHq9/Bpaam8uqrr9K7957FhiAIqKqK0+kE4JdffuGee+7h+eefb3L9+vXr8Xg8DBs2LFZmt9vp2bMnixYtavkH0DhsSt31nDj15ZjhEaAm4OHmeV8wJrcTt87/klV1ybOwltZ7Gfvy3JjhEaDOG+LRaZuYU7WVm+Z9EXtpAqyqL+ey2R/w2OBT+LB4GbPKt2CSdNw874uY4RFgTUMF46a8TKm7PlbmDPi4Y8HXfFC8LJZoI6KqfF66kjc3LuS2nqNY56xk/K/f0NjvNso/G0fYta3JmINVy6mZekXMIAAQqt9A+afjCDduI1Cziuopk2OGx2j9xmh/jU3709A4FLJNNv4x6JQm5bIocm23YZw67TW27koQ8+Tg0/jTrx+ytHYnAA/0m8A/Vkzjhx3rUIn+BsJqhB2eBqbuXM9za2bjV8IUWlIYkdWBW+d/GTM8Aqx3VuEJhbhw5ntxguS1AS+XzPofK+vLWvLRWy3FtR5OeX1BzPAIsMPpZ+Jr8ymu+31aaEnnmc/Gx80j4cadVHxxSszwCKCGfTTMfxjPho9R99IF/b2E3eVUfn1WzPAIoCoBnIufwrXyNVQldNj30NA4EBurPRQ4Ds+buDkQBIF2qSbWV7Zt42N9wMvnJauYWND9sL7Tro5MeqXk8MLa35pxdBoabZuQaxvln54YMzwCqEEXkfl3cE3PMCkr78W/bToVXa/i/Hnfc1uvUdy96NuY4REgoIT515pZLKndwZnteiEKAn/uNZozp78RMzxCNJz6hrmfc2HH/vx18fdU+BrpYEvlgaVTYnuo0wt7sqK+nH+u+iVmeASYXVnMnQu/4eYex3PNb5/EDI8Q3eNFD7P33EtDQ+OPS6s3PtrtdsaMGRMXHj1lyhS2bdvGyJEjAXjppZc4//zzEy5sKiqiRqnc3Hgx3aysLMrLy1tw5BrNgaqqfFS8PE7geG9eXDeHyzoP5m/LptCwK+RzX75aXYE70HRzfM2IHP6+fErCa+oC0VDr7o4s8i0OHls5PWG7+qCPn8s2xT5X+t18XrIqYdvvd6xjdHYRAK6Qn2l19ehSOuEriR+D4qujfu7fEvahhtx4Nn+Fe/0HSeo9eDZ9kbBOQ+NQGJvTiaeHnBEnC/DEwFN5d/Ni/LsWlYWWFGoD3thCUhQEujuymFfVVFP30k4DeXbN7NjnK7scx7/X/tqk3cjsjsyq2IInyW/+gSVTj7nEA/6QwtMzt6BEmqqkhCMqz83eQiB8aAZAxVdH/ZwHEtapwUa8W76NfQ41bCLsKknYtmHh4yiew3+Xhl2lhOrWJaxzLn2GcDPcQ0PjQGyqdpNnP7rJZnZT6DCxvo17Pn68dTlhVeGkvK6H3deZ7XryS8Vm1jdUNcPINDTaPv6dv8YdHu6NUW0kWPIt9PgTj25cgUXWk6Y3s7ahMmH7V9fP56KO/ZmQ15UfdqyPrfP2RkXl6dUzGZCez9Vdh/Ls6tlx9RcXDeCV9XMT9r/eWcU2T32TbNQAwYjCaxvmE26Gg0wNDY3WzdGNK/kdLFmyhPvuu49x48Zx4oknHrC9zxc1SO2r7WgwGGKek4nYrV2SiPLy8ibGTI2WIaiEmVddkrR+dX0F53fohyvoo8rvpszrwqLTYxAl6oM+dIKE3QwOo4zTH/8iLUwzsn5T8kXsmvoKOtrS6GhLS/qyBtjuqafM68QZ9BOORHh26JnYdEbsOgOSILKwZhuvbZhPbcAbZ0Sd01DPefaO+Hf+hr3fjbFyNewjWLsm6f0CZfMQjan7qZ+DqtyGIB09vSqN/dMW5pd0o4WbehzPpPZ9qAl4MIgymUYzk2d/GGvTwZrGOuee34ZdZ6TC50rYn0GUaQj6GJvTiau6HkeRLZ3+6Xn8tGMD72xejG+XZ1uRLZ21Dck9mVfXl+MJB0k1mPGHQ1T4GvGGQ1h0OnJNdvRSm3utHRB3IMzSncnfV4u3O3EHFAzywccsHWie8e/8DXv/WxBEkWBN4gMVgIivBjWc+ODnUAg1bExapwYbUUNtP/HGkaAtzC2tmU01HiZ2ax0h/oUpJmYV16Kq6lH3xPy9vLd5MYMzCvebwfZgGZ3TiZfXz+PVDfN4ZuhZzTA6jUNFm19aF4Hy5EmY1EB0LRZydGVVxU6yTbZYxEoi3OEAsijR8QBrsFX15YzP60qB2cFGVzWD0gu4vvtwUvQmCi0pNIYCSa9d76wix2xjs6tpm4XV2/CEQzgOJfb6dxBSFMp8LjyhIGZZR47JhlHW9ksaGkeKNrVLmz59OnfffTf9+vXjmWeeOahrjMboCXYwGIz9N0AgEMBk0kTsWzs6SaJXSg5TdqxPWN/Rlkb/9HyW1u2g/9f/IqCEscoGrus2jK6OTG6a+wXj87rw0VUnc83/NsSFLFY3BmlnSWWbpz5h3x1saayoL4uGFljT4sIPdjO500B6peYy8vsXKHXXc2nRQCYWdOeBpVNi4dhjcjrx3uhLuGX+l7FkNgB9rFaU6gpMHeLDWwVJj2zvEBdGEfedpPdC8SY3hurSe2uGR41mwSDJdLCl0cGWRlAJU9xYS5E1jV921Zf7XJxt3SOJ4Q4FyEiyyYyg8sjAiciCyJ0LvqEm4EESRM5s15NPT7ycS2f9D2fQT7nXRTdH8s1/B1saRklHudfFP1f9wqsb5uFXwlhkPbf3GsUtPUb+4YTHTTqJLhkWVpU3JqzvkmHFpDu0QAZB0iM7OiadZ/QZfRB2JfLSpXRO3o/OCs2g+Sjb2ye/h2RA0JLOaLQwLn+IKneQAkfr8Hxsl2rCE1TY6fRTkNL2/v43u2qYX72N+/uNb5b+9KLESfldeXvzIh4bdGrcekpD41hEn94raZ2gj2aWlz076GhNY2V9BflmR9L2BklGACq8LjrsJ2t0R2saFb5GjJLMXb3H0MWeySPLf2KHx8knJ1yOUZITek1C9MC6xp/4ILG7IwtTCx8eV/oaeXn9XJ5dPRv3rqSH13Qdyl/7jtP0IzU0jhBtxvj4/vvv89hjjzFhwgSefvrpg85SvfsUrqqqinbt2sXKq6qq6N69e9Lr9petbX8nfxrNiyiIXNnlOJ5dMxtFjTSpv6v3WN7ctJA3Ni6MlbnDAZ5ZM4sbug3n0k4DeG/LEtY5K3l60iVc/PYeT5+351fyfyedyM3zP2/Sr1GSGZRewEPLfmRQegF39R7DzfPiw5nzzQ5OL+zFRTPfAyDPbOes9r254Jd349rNqtjCemcV74y6iIU124HoIvrs7DwC85eQOeG1uPaSOZPUYX+j6rsLEnwhMtYeFxOq34h79etJ6ic3LddoVbTF+WWru46h3z7PRydcxlubFxFRVTa7aiiypWHTGWgMBQirESp8jXR3ZLHeGe9VvLqunAyTlTsWfB0rU9QIX5auprixjscHncrN875gRvlmbu81ilfWzyWc4Df/UP+TkAWRPy/6ig+Ll8XKPeEgj6/4mcZggMcGnYJF1zxJUFoDFoPM/53QmS9WJfZG+MsJnTDrD+11vv95Roe1+0Wxj7r0XojG9DiN2d3Y+9+MbDl8bxedoxOSJQ/F01TT09rrSiRLzmHf41igLc4trYVNNdFNcX5rMT6mRMexvsrdJo2PHxUvwyzpOD6rQ7P1eVpBDz7ZuoLPS1cyudOgZutX4+DQ5pfWhanDSQiSEVXxN6kLCiZ0ucOIrHuL+8e8wym/lRBRVfLMdsq8TSNULu44gK+3reaHHev4/MQ/8faudd6+/F/fcfxz5Qw2O2u4rPMgzpnxdqzuq9JVXFo0kDc2LWxyXa7JTjdHJg3BppESAgK39BzZopErvnCQp1fN5Jk1e3Sl/UqYF9bNodzXyKsjziPFYG6x+2toaERp9ZqPAB988AGPPvool156Kc8999xBGx4BunfvjtVqZcGCPa7pLpeLtWvXMnjw4JYYrkYz096aylfjrsS+VzZrnSjx174nUmRL542NicMO3ty0kEnt+wCw3dOAU6inXWp0AS+LAmf0zOH0wp7c2Ws04l4hTRkGC++OvoT/t2oGwzLbMal9HxQ1wo3dRyDtlWX3ph4jeG6vl1jUSLrn895U+hrZ7mng++3rSNWb+Pb4M7Etf4acs79BSuDxY8wfScqwB0Hc8yIWDSnknPUNsr09xtzhpIx4ZJ96B9lnfoVsb9ekPw2Nw8EfDvHcml9xh4O8vWkRLw8/F6scNe49unwa746+JOZt+OjyaTw39Cx6OLLj+hiS2Y4nV85I2P+KujLSDRassgGbzoAsiLwz+mIc+j2/eVkQeXTgRIZndaDa7+aj4uUJ+3plwzwqfW1bJy0R3bKsvHlhP0x7ZbU26STevqg/XTN/X0hj8nnma6S95hHZVkjOuT8iWQvirrd0uwh7/5ubxdNathWQc84UZHvHuHJzp7NIOe6viHLrMAhp/HHZtCspXWsx9OXYjOgkoc3qPn5UvIwR2R0xNKNBocCSwsD0fF5bP7/Z+tTQaKvI1ui7WTRl7CkURMSeNzO9MhXPkFcQzdl0qZrJP/uO4rEV03n9+AsosqXH9XNGYS/ObNeLj4qXE4wovL1pEW+NvAjbXoe4elHib/0nUOZt4NmhZ3FCbmceWvZjXD+fbF3BSfndOL2wZ1x5B2sar4+8ACUS4R8DJ8bNCRZZz0djJzcZU3NT7mvkhXWJE1Z9XrKSSn/bnGc1NNoaR93z8UA6Nlu3buXxxx9nwoQJXH/99dTW7vG8MBqN2Gz7D6/T6/VMnjyZp59+mrS0NPLz83nqqafIyclhwoQJzfIMGs1Loz9ErTdERFVJMepIs+iZkNeF5WffxQ5PA75wiFyznaASpibgpciWzvXdhtPBmoooCIQiCp1sGQiCgFGSeW/0xWQZbGSarUy7pT3hsIBdMpFi0mMxyDw44CRu6D6ChqAPgyQjIqKoCv8acia/VGzmklnv4wz6uabrUL4efyXVfg8WWUe/1Dz+vnTPi7eHI4unVv2S9Llmlm/ho7GTEZUAaf5q9GP/hWTNRRCb/gwlUwaOgXdg7XEJYVcpgmREsuYjW/IQJBlMBhz9b8Xa7ULCrhIEyYBkLdhTr6HRjDSGA8yp3ArAZyUrqfF7eGvUhUTUCJkmG7lGK7NOuYnqgAcZgRSDic9OvAJRiC5YgxGFYETh8UHRhDWz9sq0uJtyr4vfTruZUCSyS7/VyevHX4AkiFhkPZ3s6WQZbVh0etY1VMYyae9LKKJQF/RSROKFbEPQR/2u5FRpehMOQ+swNBwIu1HHRf3zGdspg9J6LwLRbLg5NgNG3e/TSKpVbNDtZrK7XgzubYiyEclWgGzOjZtHBEHAkNmXvIt+Q/GUEwk0INkKkcxZSIaUZnpC0Kf3IPeCmSieCiKBOiRrAZI5E8mYPARMQ6O52FTjwWGUsRlaxztUEgXy7UY21rQ9vdM19RWsc1ZxSaeBzd73xPzuPL7yZzY6q+nqyGz2/jU02gqCJGPIOY70S5dRHQwSjihYZT1ev0xR2IDDYSDj7G+IeCu5OqwwqdMQKgN+pky4hkBEIRgJY5L0pBlMBBWFJWfdQTgSwSjJKBGVGafcyHZ3A0ZJJstko9bvodrvJtNo5eSCbry/ZQmvjDiPVL0JvxLmg+KlXD77Q+7sPYa7e49lh8eJSZap9nu4ed4XXNdtGDs8Tj4eexmukB9JEOmbmktne0azej36wyGq/G5CEQWrzkC2yUZDwEdwPwltyg4g+aOhodE8HPUVlprApXtvfvzxR0KhENOmTWPatGlxdZMmTeLJJ5884D1uu+02wuEwDzzwAH6/nyFDhvDGG28ckgelxpFhc42He39Yx1erK1AiKsd3TOU/Z/ehZ7aV9tZU2lvjE62sbajgHwMn8sTKGTQEfXw89jIqfY1cO+cTVtaXoxclLikayJ+6DGH81FfobMvg/v7jCUcURho7YsGKTWekxu/l2dWz+bRkBWE1wpCMQh4bdCozyjbhDEbDGV7fuIDXNy7ALOtpZ3bw3UnXkGd2xDQjawNecs32mNbjvmSbbVz928fkmuw8MnAiHWz731CLeguivgido2g/9R3ROTomrNfQaC4Moky+xcGaXSLkM3dJCbw16iLe2bSIczv05ZttaziloAc/l23k3c1LcIcDvH78BdQHfTy16heqdi1Yb+o+gvM69OXW+V/G3aPQksJDy37iq22rEQWBifndubVnLjPLN/PQgJPjFqZ2/f694BJlU4yoEdY3VHHnwm+YVrYRAYGT87vy9HFn0t2R1SYSOhh1Eh3SzHRIO7zQIE8wzKLtDdz+1WpWlTdikEWuPq6Av5zQlXa25MZY2ZqHbM07rHsfCNmai2zVkhZoHHk213gobCVej7spSDGyoQ16Pn5eshKLrGdwRmGz9z0yuyNWWc+7mxfzj0GnHPgCDY0/MNu9Lh5eNpMPipcSjCj0T8vj+WFnMzA7BbNODxjBnIUeSAFMXhcvrP2NF9fPoTEUoKM1jScGn4o3HOKGuZ8RjCj0Tc3l3n7j+H7bWi7tNIg1DRX86dePYuu4e/uO48x2PbmwqD//WDGNHR4nqXoTV3cdysVFA7j6t0+QBJFZFVuYW1USk83KNtn41+qZvLJhHkZJJqKqLDzjz81qeNzhaeDJlTN4a9NC/EqYninZPDv0rP3qXQKk6FvX3K+h8UdFUA9k/TsMPB4PjY2NRCJNdbvy8lp2A9OS7NY12Z/2icahU1rvZfi/f6OiMT4LmkEWWXrHaHpkN/VynV2xhROnvIKKyvcTrsGnhDh/xrtNvKJ6OrL5a79xXD77A3SixFfjrmRVXTm39hxJtd/N6B9eapJ4RhZEvhx3JZfP/oD6fTRKXj3+fK7qchz/XT+Pm+dHtSCHZBRyZrte/G3p1CbjFAWBb8ZfxZnT3ySiqnSwpjHz1JsotKT8nq9K4w9Ma51fZpZvZtzUV2KfPxw7mfsW/8C9/cbxwtrfuKTTQKbuWM/MXV6Nl3UahF1v5MV1c5r0dUO34fiVMG9vXgREs2S/OfJCzvvlnbh2GQYLs069ie4p8SHcFd5GTpz6Ehuc1U36HprZjm/GX90k8c0WVw2Dvnm2SSZGh97I4jPvaPGQn9bEr8W1jH15Lvu+/XvlWPnx2uHktRLNO43mpbXOLa2F4f/+FbtR5t4TuxztocR4dX4p80rr2Xp/8yRtOVIM/OpfpBstzZZsZl+eWzObpbU7KbngfkShTShI/eHR5pcjz06Pk/FTX2GjK34tJAoCv556C8Oy4mWdavwe/vTrhwmTeD5z3Jl8WrKCeVWlQFSHcdapN/Hp1hX8Z59w5VMLejAqu4h7l3zfpJ/zO/SjvTWVsbmdOH3aG7HyVL2Jl0ecF9PJB+iZks30k28g29w8SQIrvC7OnP4mS2p3NKlbcuYd3D7/K36r2tqkrpMtnVmn3qwlndHQOAK0yBt727ZtnHfeeQwePJgTTjiBcePGNfmnobEvU9dXNTE8AgTCEf4xfSOeQHz2tBq/m3sWfYeKSp/UXGRB5P+tnJEwHHOtsxKdKJFrshOKKLy0bg7lPic1AQ9zqkoSZrwOqxFeWj+HP3UZElf+p85DOL2wJ4IgMKlDn5jo+aKa7WSbbFzQsV9ce4Mk89Lwc3l9w4KYeHOJu475u17wGhptgb5peTwyYCICAp3tGVT53LhCfkySjo2uarraM2OGR4DzOvTj1Q2Jdble37ggpseaojfxyQmX8djK6U3a1QQ8fLd9LZF9Es/kmG18Oe7KJsb7LvYM3h9zaRPDY0hReHXD/CaGRwBn0M/bmxYR3k84zh+JGneAO79Z08TwCLCmws2aysQZtTU0/uhsqvFQ4Ghd3i+FKSa21fvwhdrO/FTqrmNFfXmzJprZlwl5XdnpdTKzvKmEh4bGscKKurImhkeAiKpyz6Jvqdsns3S515XQ8Ajw/1b9wrVdh8U+q6j4lRCvbJjXpO3lnQfzeII1G8CnJSu4oGN/Xli7x2CZqjfxzuiLeWzFnmvaW1P5/MQ/NZvhEWCTqyah4RHg5nlf8PrIC+i2j1RDvtnBN+Ov1gyPGhpHiBYJu3744YfZtm0b119/PYWFhYiidiqpsX/8IYWvVifO5Arwy+ZanP4Qlr20mDzhIIt3ZY/ul5YLQtQAmIzfKovpmZJNuc/Fb1VbObNdLwJKmC9KViW9ZnZFMc8edxajsotoDPkZlFFIjslG6q6MaNkmG88OPZO/9j2RJTXbsetNPDHoNP7WbwKLarbjV8Lkmm28vG4uP5VtjOv7q22rOH8fQ2VrRI0oKN5KUCMIOguSMfXAF2n84UgzmLmt10guLOpPpc/Fy+vm0SMlm4U12yi0pMRCsncTiIQJJTHohdUIJlnmq3FX0s2RxZ0LvmZZ7c6Ebb/fvo7ruw3Htk+odTdHFnNOu5XixlqKG2vpas+kgy2V3AShNQ1BH1N3Jl5wA0zdsZ7be40i3fD7Ere0JTxBhSU7nEnrp22oYkLXQ9dRU3zVqOEAiDpkS/aBL9DQaEXUe4PUeUOtJtP1bgodRlSiIeF9ctvG5vj77euQBZEhmS2X/K5nSjb5Zgf/K17KiXmtx1NVQ+NI8sOOdUnr5laV4A4HSWPPumZ5XeJ1FkQTY+4rWVMf8CVcx4mCkPAwdzcVPhePDTqVCzr2J8/soJsjE4Mo8dLwc9jkqqGTPYOO1jTyLfsPha7ze/AoIWRBJMdkO6A8zszyzUnr5leXohMlfp54I6XuejY4q+hgS6OTLZ0CLQpNQ+OI0SLGx6VLl/L3v/+ds88+uyW61/gDIksCubbki/50ix5ZijdiS4KITWegMRTAteslaNcZcYX8CfvIMdlYVB01TmYYLDSGAkiCuF8dkAyjBavOwFnteydtk2awkGaw0GOf0NB0o4XTfnqdZUle9m0h5DrsLse97j1cy/6D4q/FmD+KtJFPoEvvqWWfPQax6YzYdEY62zP4dvta1jRUxH5L+3ob6sX9J0HJNFrpm5YXFTAPJE+okG2yJe0r3+Ig3+JgVE5iXdTdGCSZTIM1aX2G0YIhQeKnPyKSKGAzyDTu40m+m0MNuVb89QTKF1A/5wGCtWuQ7R1IHfY3TO0nIJm1ZBAabYPNNV4AClqZ8XF35u1Nbcr4uJa+abkJtXebC0EQOCG3M1+UrOKl4ec2a0ZtDY22wv72L6l6E6qnnLAYQjZHE6lkGpOvgwQE5H2chZL9rg60vkszmOmfnk//9Py48myznRHZB9apd4cCrKwr4/8Wf8+C6m3kmGzc02cs53fsT44puadk3n6+D5OkQxQEcs12cs32JiHpGhoaR4YWcUm0WCxkZmqbDo2DRxZFbjq+Q9L6e8Z2IstqiCvLNtq4qfsIAKbt3IhZ0nF558EJrxcQGJbZPuYZeUWXISyp2UEwEmbcfk7N7+g1Zr8vuv2RabRw6X4yPV7WKfFYWwthTxXVU6+gfs4DUc/HSBj/9l8o++h4gtUrjvbwNI4yl3UazMr6cgZlFFDt95BttGHea7O5zdPQJLxlN53tGbFFcLrRwl29xyS9z809jscg6w5rrHa9kbv7jE1af1fvsVh1hqT1fySybXpuHJF40S0KcFqPg/daVJUw3s1fUfn1mQRrVoKqEHZuofrHP9Gw9DkiwbaXKEPj2GRTTfRvNc/euoyPDqOM1SCxqbptZLz2h0PMqihmSAskmtmXE3I74Qr5mZokjFRD44/OOR36IJDYG/CWzn2R5/4f9XP+huJvAKBHSjZWOfFaZ2JBN2ZVFMeV6USJrvam67hltTsZlpl4HZFptB62c8XcyhJG//BSLFnNTq+TPy/4mtvnf0mtP/lcODa3E1ISDdgruwwh+3fu5zQ0NJqPFjE+nnXWWbz77rsoStvRqNE4+nTKsPD4qd2blF/QL5eTu2U1KddJEjf3HMmIrA74lBAfbV3O5E4Dm7wQRUHgjZEX8N8N81BRmZjfnS72aNbrh5b9xHfb1/DIwIlNXuCnFHTnvA59f3cWXFEQuahoACfnd4srFxB4efi5rd7zMewqwb9jZtMKVaH2l9tRfDVHfEwarYdCi4OXR5zLf9fP44Xhk3h29SxeO/782En506tm8sxxZ5GxTyhzusHMZydcEdPXCSphUvSmJlqpALf1HBXLkni4DEov4MZdhxV78+eeo+mX1nYToB0qOkni1pEdGdEhXj5BFOB/lw48JONL2FNG3a9/SVjnWvIMiq/qsMaqoXGk2FTjIc2sw2poXR50giBQ4DCxsaZtGPJ/q9qKTwm1SJbrfelgTaOjNY3PSrTDUI1jk3yzg3dGXYS4zz5ldGY7rshwECz9Cfeat6IOBEC+2c63E67CJMUf6Ha2Z3Bbz1G8tWlhrGxYZnsE4LmhTddxHxYv5dXjz2+yj7HpDHw7/mryDkM/sdzr4ub5XyTU7/+sZCXlPlfSa/PNDj474XLkfQyQg9IL+L++J2oe0hoarYBm+xXee++9sf8Oh8P8+uuvTJgwgb59+2IyxQt4C4LA448/3ly31viDkGrScePwDpzdO5cf11fhCymc3D2LQoeRDGvik7p8s4PPTryCYlctP5dvoiHo5a1RF1Hqrmd2xRZyzXZOyO3M+oYqeqbkMH3iCBw6I5lGC5Ig8snWFaioXNZpEN9NuJoF1dvwhIMMy2wXTVBzmALEuWY7b4+6iFJ3A9PKNpCiNzEhvys5RlsTDbvfg+KtQo0oiMYURLl5hfJ926YlrQtWLSUSbEQyZTTrPTXaDna9iYs7DuCE3M6sra/kn8edwQ5PAzNPuYk19RVs9zRglGRmnHIjaxoqWNdQSf+0fAak59POusfwVRfwceu8L7mk00C+Gnclc6pKkAWREVkdmLpzPY8sn8agjEJsh+mZmGmy8sjAk7mh+wim7liHIAhMzO9Ontke03A9Vsh3mPj8isEU13r5eVMNWVYD47pkkGs3YNbvf1mg+GpQlSCiwUHEX0ckkEQ/UlUIu0rROfYfEq+h0RrYUuNpdV6Pu8mzG9qM5+P0nRtJN5jpaE07IvcbnVPE5yWrCChhzbCgccxh1Rk4u31v1qbfwbSSxdQFA4zNyCXPvQlhyvkxA16wZhX6tG7IosTwzPasmnQPc6u2srWxjuFZ7elsyySohHmk/6nUhTyMySlCUKHC38jIrI4sPPN2lteWsbKujL5pebF13G+n3cLq+goWVW+je0oWQzLaUWhJOawM9K6gn+LG2qT1C6q30Ts1N2GdUdZxUn431p37f/xSvplyr4uxuZ3pbEsnR0soo6HRKmi2N/WCBQviPufk5ACwcuXK5rqFxjGAw6TDYdLRPSu5Lsm+ZJtsZJtsDM/uECvr6shkQn7X2OceKdlM6tAn7rodngasOj2NoQDvbVnC+1uW0jctF4Mo89/187i91yjOaNfrsJ8py2Qjy2RjSGbzeQKEPRX4tk7BuezfRAINmNpPIGXw3ciOIoRm0q6TDPtJLCPp4TAWFxp/DGx6Iza9kS67wnKO25Vg4Lh9Eg30Ss1J2ocsilh0eh5Z/hNGSaZPai6KGuGpVb8QViOcUdgTXTP9re3WZ+29n/EcK2TbjGTbjAzvcHBGAsVbhW/7TJyLn0bxVmHMH4lj8F37vUaQjy2jrkbbZWO1h/xWanwscJj4cUPTjLatkV/KN9M/Le93R4wcKiOzO/LO5sX8Ur6ZiQVNI2c0NP7oGIL1FAZ2cuaahxFlE8El61GDrji/QVG/J9xYJ8l0tKXR0db03d8lJblkWntrWhP9+wJLCgWWlGb97cmihICQ0PMRotr++8Mo6yiypVNkS2+2MWloaDQfzWZ8nDFjRnN1paFxRMgyWrmu6zD+tWYWACoqK+rKYvUXdux/lEa2f8LeKmqm34hv6/exMveat/Fs/JS8i+aiT+/RLPcxtZ8ACJBgAWDtdhGSSdN11Th8MowW/txzNFf+9hF+JdwkY/3tPUdjPEzNR43DQ/HXUTfnb7jXvBUr82z8BEPuUHRpPQnVrW1yjWhMQ7YeO+HsGm2bTTUeJvVunYcS+Q4jle4Ajf4wNmPr9e5zBn0srdvJn3uOPmL37GhNI9/s4KvS1ZrxUeOYI+ytouanazDkDEHUWQmUz2vSRpBN6NLazm8jw2BmYn43puxsquWqEyUGZxQchVFpaGg0Fy3iunTvvfeyffv2hHXFxcXccMMNLXFbDY1DQi/J3NZrFL1Tmm44/t/g0yiwJM+adjQJO4vjDI+7UUMe6n67DyWQXA/lUJAsuWSMe6lJuezoRMqwBxF1mleTRvMwIb9rE21UgKu7DtW8FFsBiqc8zvC4G9fS50kb8zSiIX6uFCQDWad/gmTRjI8arZ96b5B6X4j8Vpbpeje7M3BvqW3doddzKkuIqCr9j6CGriBEkwl+t30NqprYU0pD449KuGEzvtKfcK18lZSh9yGa99HHFySyTvsI2ZI4TLk14jCYeG7Y2U0yeYuCwP/GXEquSQuf1tBoyzTbEWpZWdRjTFVVvvzyS8aPH48kSU3azZ49m7lz5zbXbTX+4Dh9IZSISqpZ1yJhPAWWFH44+VpW1pbxWenKaIbqokEUWlNw6JtXQ7G58Gz+Kmmdb+sPRAINUX/FSAjRkIIgSqiqSiRQD4KEZDg4o6qot2LpdgGGvBG4N3yE4t6JuegMDNmDkG3ayaNG85FrtvPWyIvY6Krm/S1LMIgyl3UeREdbOhlGy4E7OEZp8IWItOD8uBv/jl8Tlocbt1E3+y/kXjgHf9mv+HfOxZDRB1PRqUimbCIBJ4Kkiwv50tBobWyqiRr1WqvxMW/XuDbXeOif3zoPRQHmVG0l3WA+rGQTv4fhWe35vHQly2p3MlDzitI4hvBs/ByAiK+a2l/+TMaJLxJ2FhOoXoFszcPa4zJkR0cESX9Q/bn8YUJKhBSjjCQl9k+K7icaAAFB0qOGfQh6G+JB3uNg6GzPYM7ptzK3citTd26gky2d8zv2o9CcokXCaGi0cZrN+PjII48wa1Y0fFUQBG655ZaE7VRV5fjjj2+u22r8QSl3+ZldXMsLv5UQUBQuHVDApD65tEttfoNgvtlBvtnBKYXNE67c0ojSfr4DSUck4KRm2rVE/PVYul2EpfNZeIu/x73hQwTJgL3fzRjzRyJbD3wSKupt6NN7kDbi4WZ8Ag2NpmSbbWSbbYzK0RKUHIgyp59ZxTW8OKeEoBLhskGFnN07h8KUljkwEaTkyX5CtWsQRBlbjyswd5iIZ+NnVP8wGcmSh63XFSjeKnSpndFn9tMSVGm0SnYbHwscrfPA0W6QsRnk2DhbK79VbKVXas4R03vcTZ/UHCyynqk712vGR41jCmGvRJNh5xaqvjsfXVoPdKldCFQsxt7vJkT5wIcqVe4Ai7c38K9ZW2jwhTmzVzaXDy6kY1p8hFO4cTve4u9oXPsegqjD0v1iZEsu/p1zsPe9BtneEUFqHuNgoSWFC4sGcGHRgGbpT0NDo3XQbMbHhx9+mLlz56KqKvfddx833ngj7drFJx0QRRG73c7QoUOb67Yaf0DKXX7+9OFypm3aI7C+eLuT538rZuaNI2iXemyH+5q7nEPDwscS1lm6no9r6XP4t/8Cgkjq8Y9Q8cUphF0lsTbVZXMxtp9A5klvIFu0kFYNjbZEucvPZR8u5ZfNe7JBLt7u5N+/FvPzDSNa5IDGmD+SZPqvxnbjEI1pBGtWUP7JCaiKP1pRvRxfyQ84hvyVQMUCxK1TSBl6P5JxP4msNDSOApuqPaSZdZj1TaN1WgOCIFDgMLK5FYddhyIKi2u386fOQ474vWVRon96PlN3rOe+fuOP+P01NI4Wlq7n41z8z7iyUN06QnXrsPa5BvEgDvxqPEHu/WEdby3cI5e2bKeTF34rYe6tx9MlM5oANNy4nfLPJxJu2BRrFyifhyF3GLbeV7Hz/UHknP8zxpzjmunpNDQ0/og0m/ExOzubSZMmAdGF0tixY0lN1TYZGofOijJXnOFxNyV1Pl5fsI0HJ3RFThIOcCwg2wqwD74b1+Kn48olawHW7hdT9c15AJg6TMRX8mOc4XE3/tJphGpWa8ZHDY02xpLtDXGGx91sqfXy7uLt3Hti56ThUr8XyZJD2pinqZsVn91aNKaTPvZZiISpmXb9HsPjXjgX/5PsM7+k8uuzsPW+SjM+arQ6Ntd4YrqKrZVcu4FN1a3X+Liyrhy/EqZnSvZRuf+Q9EL+s+5XnEFfq5XM0dBobmR7IfaBd+Ba+mx8ua0dKYP/clBej9vqvXGGx93UeoM8OHUDr1/YD7Ms4F7/UZzhcTeB8vlYe1yKZM2nZtr15Jz7I/K+2pMaGhoau2iRtHkFBQVs3rw5YZ0gCFgsFgoLC7FarS1xe402TDAc4dX5pUnr312ygxtHdCDX3ro3Ci2JZEwlZdBdWIrOxLXiJSK+Gsxdz0Wf3oeq7y+KGQBM7cbjXPKvpP24Vr6KsXAsgth6s2dqaGjswR9S+O9+5se3F2/nmqHtyGnm+VHU27D2vAxj3vG4VryM4t6JqcNEzJ3OQudoT7BuA8GalYkvViOEGjYj2QrxlvyEPr1ns45NQ+Nw2VjtJq+Vryny7EZ+3lRztIeRlIXVpciCSGf70ZFWGJRRgKKqzCzfwlntex+VMWhoHGkkYxopQ/6CpfNZuFa8TMRfh7nLeZjbj0e2FR5UH5+vKk9a99mqcv55Rk8MOhfute8kbefd8i2mduNoXPUaEX8daMZHDQ2NJLSI1eGyyy6Lab7snX1ubx0YURQ5++yzeeSRRxImptE4dtlfwkJVTRT4d+whmdKRTOkYsgdFE8vozNTPfQjFveMQelH3/2VraGi0Ovb3i23Jn7NkSEHKHkjG+JdRlSCCbDoEbTd1n//V0GgdqKrKphoP/fNabyIXiCbDKW8M4A2GMetb34HhoprtFNnSMUhHZ2x5Zjt5ZjvTyzZqxkeNY4rofmAEhuwhqJEwou7QPH8Pdt2w/2zy2rtdQ0Pj4GiR2NWXX34Zg8HABRdcwHvvvceUKVN4//33mTx5MrIsc++993Lffffx008/8eqrr7bEEDTaKHpZ5Nph7ZLWXz64gCxL82VUa+sIkg5RF9XANHc+K67Ot+1nzJ3OTHqtrc+1zSYMraGh0fIYdRLXDWuftP6KwYVktvD8KIgyos4cf5hoTEWXnmTDL4joUrqgNG7H3OGkFh2bhsahUusN4vSHW22m693s9swsrvUe5ZEkZnHNdro6Mo/qGAak5fNLeeKoKw2NPzrR/cChSw6c2yd58slz++SQatIhmTKw9rw8aTtz0Rn4tv2MLq0nojHtkMegoaFx7NAixsfXXnuNiy++mIcffpghQ4bQsWNHBg8ezP33389VV13FtGnTuPTSS7ntttv46quvWmIIGm2YAfkOTuyc3qS8faqJa4a2O6b1HveHbGuHtecVsc++kimYO56CbGtqzDUWnog+s++RHJ6GhkYzMLgwhdFFTRf3HdPM/GlIQbPrPR4MsjmLzAn/TZgV2zH4bjybPsPe/2Ykc/JNjobG0WC3jmJr13zcbXzc0gqNj95wkHXOKrraj67xsV9aHuucVVT6Go/qODQ02hLt00xcPqhplvg0s45HJnbHapARRAlbj0uQHZ2atDPkHIegMxN27yBjwn81vUcNDY390iLxEWvWrOGWW25JWDd06FDeeustAHr06EF5eXKtCY1jk1y7kXcvGcjqchc/b6pha52XYe1TOa9vXotkcv2jIJnSSR35GJbOk3AufZZIoIFgzRpyzp2Kd8u3uNd/iCAbsfe/GWPBaC3ZjIZGGyTPbuSDSwcyc0stL8wpIRiOcNmgAib1yT2q86M+sz/5k5fQuP4T1EAdiDoMuUNRfDUYC8ZgyOyPZNI8IjRaF5tqosbHvFZufEwz6zDKIltaYcbrFXVlRFSVLkdJ73E3/dPyAJhZvoULi/of1bFoaLQVMiwG/t/pPTm/Xx5Pz9pCgy/EGT2zufK4dnTYa00h2wrJOe8nvFu+wb32XQRRh6X7pcjWfHw7Z5E/eRk6e4ej9yAaGhptghYxPmZmZrJgwQJGjBjRpG7BggWkp0e92urr67Hb7S0xBI02TDCs4AsqrKt0U+sNMrF7Fid2zqAwpXVvDval3OtidX0Fn5esIMVg4pKigbSzpGANOwnVrsWz8XNEQwqW7hcj2wrissAqASeKewfu9R+jeKswtR8XC2XQp/VAtuYlvKdszkIuOhVD/kiIBBH1KQiSjH3g7dGQCUHUss1qtCrKvS7WNFTweclKHHojF+/6naQazEd7aK2WPIeJSwYWcEr3LCJq1DBxsPqL4cYdBCoW4i35EdneAUuXc5BtBYg6yyGNQY2ECTduw1fyI4GqZRgLx2HMGYQ+rQu+bT8j2Tuh2LtTIpsxmzPIEY3Yfs/Dami0IJtqPGRZ9Zh0rVt7XBAE8hxGNte0TuOjLIh0sB3dw4V0o4VCSwq/VRZrxkeNY5pw407Cjdtwb/gIVQli6XIekjGNQPVyTIUnINsKEcQ9c162zcBpPbMZVZRGUImQYtQljDLT2Qqx97sJa7eLQBARJAORkBdP3hiWeRr4YNH3RFC5pGgAecZUiiuDfLyiHLtR5pIB+bRPNZFq1qSzNDSOZVrE+HjxxRfzr3/9C5/Px8knn0x6ejq1tbVMmzaN999/n1tuuYWKigpefvllhg4d2hJD0GijKBGVeaUNTHxtPoFwBIA3F24n1aRj1k0j6J3bNozVOz1Ozp3xNotqtsfKnlo1k0cGnMRlymaUX/8cK3cueZqUYX/D3v8WJGMqSsCJe8071M2+O9bGveZNdOm9SRv5Dyq+Ooucs75EtjUNk9iNZIj/ngRBRDI1DWXX0Dia7PQ4Of+Xd1lQvSeD81OrZvK3fhO4vdcozQB5AA51ER9ybqXiswmEG7fFyhrmP0zmKf/D3PHUg9aLUlWVQOUSKj4/GTXsRTSmYel6HuWfjkPx7BXNMP8hHCf8j5unZXDBgI6c2zcXq6H1JcvQOHbZVO1p9Zmud5NrM7RKzccVdWW0t6aiF4++Abd3ag6zK4qP9jA0NI4aIdd2GuY/Eped2r36DYztJpB6/KPs/N8gcs+dhiF7YJNr7cYD68ALghC3n6gOK9y98Fs+KF4aK3tp3RzOLOjNRMcIXp0fXd89PXML947rzF2jO5GmafdraByztIg41NVXX81NN93EJ598wuTJkznllFO49NJL+fzzz7n11lu54YYbmD9/PsFgkDvvvLMlhqDRRtnp9HHO24tihsfd1PtCXPrBUqrcgaM0soNHiSi8sXFBnOFxNw8u+4nqtAEIUvxmp2H+o4Rd0Re04t4ZZ3jcTah2Nd7i79E5OuBc+m8iSrBlHkBD4wigRCK8s3lRnOFxN4+umEaJu/4ojOqPSyTgonb2PXGGRwDUCNVTL0PxHrwEiuIuo+q7C1DDUUOIrffVOBc9FW94BFAVmPUnHhmdwlWfLKfc1frnb41ji43V7lafbGY3eXYjxa007LrjUfZ63E2f1FxWN1RQH2h9RloNjSNBqG5dnOFxN/5t0whWLsbUbjxV319I2N08smdLanbEGR53882O1ahmF0Xpew6Rn/h5M8V12m9TQ+NYpsWU6W+55RbmzZvHG2+8wdNPP83777/PzJkzuf766wE444wz+O6778jPz2+pIWi0QXY6/dT7QnFlogD98uwYZJFaT+s3uFX63by8fm7S+vfLSjEWjmlS3rjmbQD8ZXPRZ/QFmoZRutd/iKXzJBpXv07EW91cQ9bQOOJU+d28tC757+SNjQuO4Gj++Cj+WnzF3wEgGtMw5AxBTukSrYyECZQvOvi+fFVxhkZD7lD8O2YlbKsqfhy+jWRZDfy8SZuzNFoPqqqyucZDgaNtaEnn2o2UNvhQIurRHkqMiBphdX0FnWytI7Kid0pUy3peVdNDLQ2NPzpKoJHGlf9NWt+46jVsva4k7CpF8R3++7gx6OfZNYnf/QAflM7nnH7xiahenV+KqraeOUxDQ+PI0qLxTyaTKaHuI4AkHf3wDI09NPiClLsC/LihGkVVOalrJvkOI2lHWJvDHVTiPl91XCHn9Mll0fYGAuEIjYEwNZ4AGZamWVX3JhJsRPGU4yv9mUjYg6ndOGRbIZKp5QXRI6qKK+RPWl8bCiFI+2x2RB3G/JEEKpeiuMswd55E6sh/4F7/EZ71H8SaqSEPgmRADXmAeO9QDY22hKJGaAwl94Sr8XtQVfWgtQyPBeq9Qcpcfqrra+jl8CFVzEBQgpg7jEe2FsRCoSIRle0NPhbvaGBDlYeBBQ5GZQQR9Q7SRj2BIJsIVq9AMmehS+2Gc+lzRAIH72mqhveZ3yLh/bcPuTDpUpocLGloHE0qGgO4gwoFbURPOs9uIKSo7Gjw0T6tdUhSlLrr8YSDdLC2Ds/HPLOdNL2ZuVUlnFrY42gPR+MYRVVVwo3bCFYtJ1i3DkNmP/QZfWJySRUuP8W1XmYX15JlMzCmUzr5diPGJNqziq+GcOMOfNt+RpRNyAUnstVr4+uNXrpnWRhUmEK7FBNEAkSCrqTjigRcIO3a1ymHH4kQUhVc+1nHuUIBTNb4NVytJ4iiqsja2k5D45ikRYyPdXV1PPbYY8ycOROfz9fkhEMQBNauXdsSt9b4HdR6gjw7ewuP/7w5VnYPcO2wdjw6sTtZ1v0b+pqTjmlmRAEiKtw6siN2g8zpbyyM1T85YzMX9Mvl+bN7k21LvGFQAk7c696nbuYdsbJ6wNzpbNJP/HeLZ3l26IycnN+Nr7etSVh/Xk4ewS3xIQqZE17Fve59fFt/2KtUIHXEI4i9r6Jx9ZsAGAvGEKhairFwLILO2lKPoKHR4qToTZxc0I3PS1YmrL+40wDN8LgX1e4Aj03fSJrs4wr7T7h/fCRW1zDnXizdLyFt1D+RzJksK3My/pV5OP17jIJfX9Se8ad9SO2suwjV7jU3SXoyJ7yGLnPAQY9FsuSAqINI1JgY8dcj2QpRGptKTQBEUvuxo6GccV2ObjZcDY292VjtBqCgjYRd5+7Spiyu87Ya4+Pq+gqAVhN2LQgCPVOzmVdVcrSHonEME6xZRcVnE+IO9SRLLjnn/kSN3I5z317Mgm0NsTpZFPjk8kGc3C2rSfKrsKeSull34dn4SVy5ZdAj+H0nct6760kx6Zhxw3D65aVjLjojaSSCqcPJBCqXIcgmRFPWYT+nQ2finPZ9WJxAZgpgXHZ3Fq52x5VdPCAfWWyxwEsNDY1WTov8+h966CGmT5/OySefzA033MDNN98c9++mm25qidtq/E7WVTbGGR5389r8bcwvPbK6a1lWPXeMLsKslxjbKZ3Hft7UpM0nK8r5cUPycIGwqzTO8Lgb75av8O4KO2xJbHojjw48BaPU1LbfOyWHXoInTnfNkDuUkGv7PoZHAJX6uX/DXHRG9KRS1OEYeDuN694nbdT/07JWa7RprDoDDw04OeHvpKcjm8HphUdhVK2XZTudvLVoBxd3DhBZ+kiTes/6D/Bvn0FlY4Az3lgYZ3gEWFkToXHN2/GGRwAlSM206xET/P+QDMmcTcpx98U+u1b+l9Sh9ydsK3a6kG+2RBhTlE6H1NZhMNHQANhY7UEU9hj1Wjs5NgMCsKUV6T6urq/AKhvIMFiO9lBi9HBksahmO+GIcuDGGhrNTNhdRtU35zSJJlA85VRPmUxJ2fY4wyNAOKJy/rtLKHM2jZrylU5rYngEUJc8yGVdQ1j0Eg2+EGe+uZAylx9z0WlItqbrJ9GQgr3vdTQseJiU4X+PHiIeJpIoclHH/mSbbE3qMgwWJmT34aeNNbGyrpkWhrXX9i4aGscyLeL5+Ouvv3Lfffdx4YUXtkT3Gs2ILxTmmdnJMwP+vxmbGdUx7ZCzqv5e7EYdfzmhMxO7Z/He4h2xcp0kkGc34gkq1HiC/POXzUzsntXEK1NVVRpXvZG0f+eSZzAXnYFsyW6xZwDoas9gwRm3c9+SKUzdsR6rTs/13YZzU/cRZAcqqet4Or6SKQg6CylDH6B2xq1J+/Ju/QHHwDsw5g3Hu/1Xcs6Zgi6lU4uOX0PjSNDVnsHCM/7M/Uum8MOOdVhkPdd2HcqtPUeRb3Ec7eG1Glz+ME/N3MJZPdIxF79EMuVb55J/IaSNoqIxGgaVZzdSlG5ibaWb8YUCnp8/S3idqvgJVq9El9L5oMYj6szY+12PLrUz9fMeJli9glD9FrInfU/93AcJVi5FsuYR6XU7603jUeoMvHNJIVm2I+dFr6FxIDbVeMixGdBLbcMLRyeJZLeyjNdrGyrpYEttVV7qPVNy8ISDrK6voH+6piuvcWRRvJVNE7vtIli9gjQxcVi0ElH5eVMNnTL2GPIVbxXOJc8kvZd561uc3v1aPl5ZRUCJUOcJkp/XidxzfqRh8VN4NnyMqoYxF51J6nF/xbn8v2Se/DamgjGIcvO8j9vb0vjt1Ft4fOXPfFi8FBW4sGN//tL7RF6YUYEkCJj0EtcMbcfto4ooSGkbGrsaGhotQ4sYH/V6PYWFmtdKWyAYVqlsTK7XUesNElSOrLZgptXA8R3SeGZWMTpJ4P5xXRhQ4GBjlYdUk44Us443F5QSVhIIFqsKintH0/JdRHw1oO5fn6w50EkyvVNzeX/0JThDfkQEsoxWdJIE1lQyJ76NGnQBAqoa2a/ws+KrxT7gzwiSDru9I8HqFYQbtqBP74mqQrByEYLOgj6jN5IlF1E+sBdH2FNBuHE7ofqNyLZ26FKKkK3aIl3jyCKLEr1Sc3h39MU4Q34EINtoi/5ONGIEwwpV7gC9MsyI/sqk7RRfDaISYmyndN49KxtzYDtBVzH61C7oDSLV+9FmDLu24d0+C529PZIlZ7/zSLhxByHnFgSdlewzPkeQjAh6M7I5G0PWANSwj2BEwCVk0FtVGd/XiCQemnEi7N5JqGEr4cZSdKldkG3tWlwyQ+PYYkOVu80km9lNjs3A1laULXZdQyWFlpSjPYw4ujoykASBBdXbNOOjxhEnEnTvv4GSXBN+pyu+To2EiexnfyD5KxleaObOIe1JC24hrf47GqV++AUbjqF/wzHoDkBAkM0QiZA64m/I5qbh1mo4SNhbTqh2HRF/Hfqs/kjm7JiOdNhdRthVSsi5BZ2jCNneAdmaF7u+yJ7Of4adzUMDTgIgzWDGLOt58rRU/jquCwLRyDa9rK3tNDSOdVrE+DhhwgS+++67pMlmNFoPVoPMqT2ymJckvHpclwxSTLojPCow6iTO7JXN5EEFfLB0Bw/9tDFWZ9FLvHvxAKz6pt4Kgihj7nwW3uJvE/ZrKBiNqLe32Lj3xa43Ytc33cRLBjsYouNQAi6MBaPxbZ2SsA9j3nAClYvwb/8Z99r39upET/rop/Dv/A3Pxk+j2m0nvYm546mI+uR6kCFXKZVfTyJUu3pPV9Z8cs75AX2aJtCuceRJ9jvRiOIwyUzslsXs4loYejJs+zlhO2PBWERzCl+e48H57Xic7p0A+ICMie8i29ol9ciQ7e2o+uZs1EiIrInvYuowEVHXNEw6ULOKyi9ORfHuMYLqsweRdXo0LGx3Ui8Z+L1B1sG69VR8cQrKrvED6NJ7kX3WV+js7X9nrxoa8WysdtMru2m4YGsm125gS03rCLuOqBE2OKs4LrPd0R5KHEZJR5EtnUU127me4Ud7OBrHGLI1DwQR1KaOG4JkJCQ7iCrRN+WEzvFZ40WDA2PBmIRh1wDhvImcl15PcMoZqGEfDbvKzV3OI9DxVGp+umr3nbEPugNH/1ua9BFRAgR2/krlt+ehhvccbJi7nEf62OdQQ41UfHUG4YY98lyyo4icSd/HRWGZZD0FcnyUnM2ow2Y88ntIDQ2N1kuLxJr07NmT6dOnc9lll/H000/zwgsvxP178cUXW+K2Gr8DSRS4ZEABqQkMjGa9xJ9HFWE4SidVZ/TKZvlOJ9+vq4or9wQVLn5/KdXexJlTjQVjkRJ58Yk60oY/hKhvXZsNyWAndcQjIDY9C5BshehSuxHx18QbHgGUILW//Blrj0uj1ypBqqdcltS4AKD466mZdn2c4RFAce+k8quzCbvLmuWZNDQ0mg+dJHHdsPZsrfNiLzoZMYHngiAZcAy8DaPqwfX9pDjDHYBryTOkJNFlNOQOI+zegRrygBKk6odLEs4j4cYdVH55epzhESBYuYS6mXdGM2keJmF3GZVfndVk/KHaNdRMux7Ff2R1iDX+mISVCMV13jYXAphnN1LcSjwft3sa8Coh2ltTjvZQmtDNkcWC6tKjPQyNYxDJlImt9zUJ6xyD70EwJfbg75Nro1tmvOOAqLNE39tSU+kryZyNo+N4At9PRA374uq8mz4j7NyCIe/4XSUqriXPEKhc0qQfpXEHFV+fFWd43N1HsG4NVd9fHGd4BAg7i6n6/iLC3vj9mYaGhsaBaBHj4yOPPILL5WLRokW8/vrrTYyPL7zwwiH119DQwIMPPsjo0aMZOHAgF198MYsXL47Vr1u3jsmTJ9O/f3/Gjh3LG2/Ea/5FIhH+/e9/M2rUKPr168dVV11Faam2KNlNhzQTc249nlO6Z7Fbtmdsp3Tm3jqSjkcxo2IkAq8vSKKbokT4ZVNNwjqdvR255/2Mpcu5IEQNp/rsIeRdMBM5tUuLjfdw0KV2I/e8GeizB0ULBAlzp7PJGP8yIVfpfnQsVbxbp2IqPDH2uXHNO0nvo/iq8W+fkbAu7NqK4qn4/Q+hoaHRYnRMM7PothG4139A5slvYup4atS7AjDkDifrtI9wrnwN0beTsKukyfXB6uUEqpeTedonyI6ot4Igm7H1vgrH4Lupn/PgnsZqBPfa95v0EW7chuIpTzg+b/G3+5WPOFgUTwVh19aEdf7tM1C8h38PDY2Seh8hRaUwpW15XOfajdR5Qzh9iQ9fjyTrndHfYjtL60sg0d2RxbqGShpDyUNcNTRaAtFgJ2XYg6Qe/ziiMZoFXjJnk37Cf7D3v4H2mSn8eN0wemRHDY0GWeTaoe347uqhCZNf6VI6kXfBbAy5w6IFgoix6EyYOJWG0tmQRE6lcdXr2HpMjitzLn2WsDv+He4r+QkiSeaTsJ9g9fKEVcHqFUS097GGhsYh0iJh1+vXr2/W/u68805qa2t55plnSEtL44MPPuDqq6/miy++IC0tjSuvvJLx48fz8MMPs3z5ch5++GFSUlI499xzAXjppZf46KOPeOKJJ8jOzuapp57i2muv5bvvvkOvPzKJVFozgiDQPcvGB5cOpM4XRFUh1aQ7IklmwkqEMpefnU5/dCOQaiLHasCklwhHVOr3s8DeWO2m3OnDYdJh1sf/KetSisiY8Bqpo56EiIJosMfCAVsDqhpBcZcR9pSjhr3I1kIkewcsXc4lY9wrhF1b8ZX+RNV3F5I+5hkUT3KPRMVTjrjXs4UbNqMqIQSpqTerGtq/x4Tir/39D6WhodFiiKJAvk2ksnoxVatextZjMrZTPwQgWLOKmuk3Iqf3QN3Pb7hxxcsYe11P7vm/EAk2EKxZjWfT51R9f1GTDUyoYRNqJIIg7jmjDLr3czihRprML+5AmEp3gO31Psx6iVy7kTz7/vUfFX/d/r6GJt4ZGhq/h43VUV22tqb5mLsraVNxnZcB+Uc3KddGZxV6USLLlFzm5WjRzZGJCiyr3cnoHC1Bn8aRRbZkYe19JeZOp6MqAQTJiGjOQjKmYgMmdM1kxg3DcQcUZEkg22rAqEscZSZIenRpPcic+A6RoBtBEBH0dtxyJuFN/yWZwqTirUQ0xh8MKO4yIvtoToacW5I+x4H2DJHQAfQtNTQ0NPahRYyPe9PY2EhVVRWFhYVIkoR0iIkESktLmTNnDh9++CEDBw4E4P7772f27Nl89913GI1G9Ho9Dz30ELIs06lTJ0pLS3nttdc499xzCQaDvPnmm9xzzz2MGTMGgGeffZZRo0Yxbdo0TjvttGZ/5raKw6TDcQT1HX0hhRmbarj0g6W4/NGNr14SeeLU7vxpSCFGWaJbppUN1Ylfbl0zrRz/4hxuHN6Bq45rR7ol3lgq6q371T48WqhKmEDFAiq/Oz+aAAdAkLAPvB1Lp7MJO4txrXgR/47ZAITqN6DPHIB/x8yE/emzBuDd8k3ss7HduISGRwDRkIIgGVCVxEmGZJuWKEpDo7UiyCaMhWPxb/sZ14qXcK14KVYnO4pIHfpA0t82REOzBdmAbM1B8RtoXHlb0nnF1G5cnOFxZbkLi1iQNFxC0FkRDHv0dKvdAZ6dXcxTM7egRKLJwTIsej6/YjDD2qWikxP3JNsK9jt+0aBlQdc4fDZUuzFIIpnWtnUAvdszamsrMD5ucFaTb3YgCa0vW3h7SypGSWZxzXbN+KhxxAk5S6j67oI4r0FD/iiyJr4dW2dn24wcjOSs4q/DveZd6uY+AEoQAEFvJ/uMz4kUjsG96pWE1+kz+xHaJ1xanz0I0ZASV2bMH4Vr2b8T9iEYHEn1KxHEWEIaDQ0NjYOlxVYMCxYs4Pzzz+e4447jjDPOYNOmTdx11108+eSTh9RPamoqr776Kr17946VCYKAqqo4nU4WL17MkCFDkOU9dtRhw4axdetWamtrWb9+PR6Ph2HDhsXq7XY7PXv2ZNGiRYf/oBq/m5I6L2e/vShmeIRoOPVd365lyQ4nOXYDT53RM+G17VNNWAwyJXU+/u/7dSzc1nCERn34hN3bqfjilD2GRwBVwbXkGYK1q3GteAV7/1uBqHdQ49p3sQ+4JfZ5b0RjGobMfgSrlsY+mzsmN6hLlpxdfTfFVHQakinzdz+XhoZGyyIIItauFyAkSJqVOuzvVE+5jEDZXEztT0p4vaHvrcjmXAAkYyopwx4g4bxiysBYODb2eVu9l/GvzGPGDhk5b0zCvlOG/AXZsif75Y8bqnlyxuaY4RGgxhPkpFfns63Bl6iL6LjMWZiLTk9YZ+9/K5IlN+m1GhoHy4YqD4UpRkTh0LKwH20cRhmzTqK49uh7AG9wVlFgaZ2HAZIo0sWeyaKaHUd7KBrHGGFvFVXfX9gkXDmw81dqfr75kHWLA5VLqPv1LzHDI4AadFHxxUR0mX0Ta9wDjkF3xks2iTKOwX9B3scb0pA9CCmJ44FkTMPa84qEddYelyGZmupPa2hoaOyPFvF8nDdvHtdeey0DBgzg7rvv5umnnwaiiWiee+45srOzufLKKw+qL7vdHvNY3M2UKVPYtm0bI0eO5Nlnn6Vr165x9VlZ0cmwrKyMiopomFhubm6TNuXlibWrAMaNG5e0rry8vEl/GoeGElF5df62uI3p3jw8bQODChyM7JDKB5cO5M5v1lDRGEAQYHyXTO4cU8RVHy+PtX/opw0c185BusVwhJ7g9+PbOgVVSaxD5Fz0FPaBt+HZ+CkZJ71Bw/xHCLtK8Gz4mMxT3qN+zt9iemiG3OGkDPsbdTPvjH3OGP8Ksj155klRNmIf+GcEnRnnkmdQQ26Q9Fh7XE7qsAe0U8wjhDa/aPxeZHt7ci/4hZpp1xHcJR6vyxqEaEpH8ZThXPwUmae8h2TOxr3xY1CCCDortgG3Y+x1HQZjVMdX8VbjKf4+bp6BXfPK0Hvxlc5Anxp9t66paKTGE+SOnyroe/nz5FufJrT5I4iEEQ0ObIP/grXXFTGP64pGPw//tCHh+APhCN+tq+T2UUUJ6yVjGuknvoBozsG97t3Y+B0D78DW73pEuW1p9B1ptLnl4NhQ5Sa/jYVcQ/TwPdduYGsrSDqz0VnNqOzEv+PWQBd7Bktqth/tYfyh0OaXAxPxVhOsWpawzlcyFcVXjWQ8OJ1UxV9Hw/xHEleqCp6Nn5Ex6SfqfrmV0I6onrtkzSdt1D8J1W+I7Rd0qd1IGfscn5eYON0eiotyk20F5J77EzUzbsW/bXq0D0seaWP+hZzSidQRDyMaUmhc+Qpq2Icgm7D1vR7HoDsRDU0PQjU0NDT2R4sYH5977jnGjRvH888/Tzgc5qmnngLguuuuw+128+mnnx608XFflixZwn333ce4ceM48cQTeeKJJ5roNhoMUQNUIBDA54t6WCRq43Q6f9cYjnV8QYVaTxBXMIw7EEYQBLKtevLsRmQp6kxb5wlS5QniDoRJMenIsemxGva87AJhhbWVjUnvsaXGS70vRFG6hQv753F8hzRWV7oIhFXmbK3loveW4NzLY7K41os/nCAs4AgQUYIonnIivloESYdozkIN+/d8NmYgW/csyII1q5L2FXZtRTbnULfxE4J163AMvjuqVSlIIEjkXvALkYATRBnJmIYaCZN1+sfRz6Z0pF3i1vtDtmSRMuT/sPa8DDXkRpDNSOYcRF3b24hpaBwpIkE3ireSSKABQWdFMmUimfb83tRIGMVTjuKrAUQkUwaSNQ9hL8+qaneAancQb0gh3awjx2bApD+017AgiBgy+pBz9rdRfcSIgmjKwLf1++g4lABVP1yKtdtFZE18L6rFSARd1mAMjj3zkKoEca96jYCjCMeQe5CM6SBIBKuXU/3TNRhzR2Dvex2CKLKxxgOAN6gw9u2tXDPoei4ffxs6ArgUI50Kikgz74kfCynqfo0jK3buyYpd7vJT7QkSDEfItOjJtRvQW/NIH/MvUobcgxr2IuisyJa8pHISGhqHyoZqNxO6th4d6EMhx2aguNZzVMfgC4fY4XWS30o9HwG62jP5onQVDQEfKQZtfaPRskSUAIqngkjASdYZn6E07sC59PkmCdTUYPK9z74EA17CzpKEdebOkzDmDiUccKEf8QwGIrj9QQRjCmtDDjp3HkJWxzMRUSkPGDj/xwbWV+3gxB4dmkhs6VI6kXXaB0R8NahKENHgQLLsWr8YHKSOeARb3xsJBd2EBRMuMR1FNaH5PWpoaBwqLWJ8XLduHTfffDNA3MYL4Pjjj+edd5Jn490f06dP5+6776Zfv34888wzABiNRoLBYFy7QCCqeWU2mzEao14SwWAw9t+725hMyRcjP//8c9K6/Z38/dGpdgf4dk0FFoPMXd+spcwV9eBLM+v473l9OblbFrXeIFd+tJyZW6KJDyRR4IrBBTw6sXtMr8goSwxtl8K0jYkzpfXKsfHx8p2c1TuXntk2ClNNvLNkOw9OTexN0yfXhjmJWHNLovjq8Gz8hLrf7kMNuXEMugvRmEbDwieiXoWA7OhE1qn/Q5/ZD0GUMOQOo3F14uzVurSehHZ5IIVqVlE745ZYXdqop7B0Oh2sefEXWbIPedyCpENnb3/I12k0D9r80rYIeyqon/t33GvfBVUBwJg/moyT30Bnb08k2IivdDo1P99IZFfCFMmSR+bEdzDkDUOUDGysdnPRe0tYXhY1vOklkTvGFHHH6CKyrIfusS2ZMuKSaOlSu+2pjIRwr3sP97r3ABD0NnwTf8Mh+snbNQcLshF9eg8CFYuo/fnmJv0b8kbENB/75OwxLAbCEV5cUMWLC6Kf0816lt4ZH31gkER6ZttYXZF4k3V8xzQiEZUV5S4ueHcxW3aFkFoNEk+c2oNLBuSTajYhOjoe4reioc0tB8blD1HRGKCwDXo+AuTYjKwsdx24YQtS3Bhd3+WbW7Hx0RGVkVlSu4NxeV2O8mj+GGjzS2IUXy3u9R9SP/dvqKHowYCc0oX0sc9QP/fvBGtWRhsK4kHrFu9o8NHYCI60Xijeyri61OP/QSToovKbSajhqJONLq0nyog3OPW90phWvl4SWXD7SE56cz7V7iBn9srGaki8V5IMKUj76EHuptYP/5nv56mZpQR2OXr0y7Pz0eRBdMtqfdr6GhoarZcW0Xy02WxUVyc2KpWXl2OzHYTC7j68//773HrrrYwePZrXXnstZkjMycmhqqoqru3uz9nZ2bEQgERtcnJyDnkcxzKRiMonK8rIc5i4/MNlMcMjQJ03xPnvLmF1RWOc4RGiIdZvLtzOP6ZvwheKeiuKosDlgwsxJkk6cOOIDjw7eysnvDyX0vroxvTi/vmY9Ylfmo9O7H5EsnPvi798HrW/3IYaciM7OqFL60b9nPtjhkeAsHML5Z+NJ9y4DQBj4dgmgs+7SRn+IO41bzcpF3RWzJ3PbIlH0NDQ2A+RkI+GhU/gXvNWzPAI4N85m6pvzyfsrSJUt4Gq7y+MGR4BFE8ZFV+eSthZwo4GH+NfmRczPEJU3/b/zdjM+0t2oCiH77Ut2zvEGyD3Qux1Gw/MbODBqevxBKJzsGRKxzz00YTtBZ0VfcczYp+7ZVlpn5rYUHP/+C4xg+ZusmwGnji1R8L2DqPMuC4ZlDb4GPvS3JjhEcAdULj1y9X8tnX/Ga81NA6HjdVR40BhSts0PubaDZTWe4kkka05Emx2RTWr882tN+yywOLAJOlYVqvpPmq0LP6dv1I3686Y4REg3LCJ6h//ROqIh2Nllm4XI5kP7DBQ6wny4tytfLnBi7/3X+Pq9NmDECQ9zkX/jBkeAUJ1a9H9fAZvnbFHPmnyoHw+WraTh0/qhiDA38Z3xWY4tAiCSETlo+Vl/GP6ppjhEWBFmYtxr8xj+340nDU0NDT2pUWMj+PGjePZZ59l1ao94aWCIFBRUcErr7zC2LFjD6m/Dz74gEcffZRLL72U5557Li6EesiQISxZsgRF2bMpnDdvHh07diQ9PZ3u3btjtVpZsGBBrN7lcrF27VoGDx78+x/yGKTM5Wd+aR1fr6kgpCRe9D42fSO9chIbl99YsI1y155MrB1STcy4cTgd0vZsADIsel46pw/fra2kxhOk2h1kyfYGIJpkZsYNwylKN8fap5l1fHDpQPrkHrpB+3BRvFXUz30w9tnW+0pcy15I2FYNufGVTAVAtrUj9/wZ6NL2bM4FvZ30E1/AmDscx5D/izNOyildyD1vOrItuZajhoZGy6B4K5J6Kgerl6M07qR+0T8TXxwJ0bjyNWrcPnY4E+u8PvHzZsoak2eoPlhkay7ZZ3+DIW9krEyQDEh9bmeh6Wy+XFvDu4t3ULHrXrWeIP8rSUcc+d8m801kwnd8UbwnMCLfYWLa9cM5rt2edkZZ5MEJXbl0YD6S2DRpx4gOqbxybl/sxj39dM+yMuumEbRPNfHThioaA+Em1wHcN2U9Vc3wnWhoJGJ9VfRwsO0aH40EFTXuAPhIs6WxBpOkI81gPnDjo4QkiHS2Z7C0dufRHorGH5iwt4r6OQ8mrIsEnARr16LL7Ie1x2TSRj6OqD/wfqXKHaB3jp1/zSrmuZUGhDFvIxqjRkVbrytxLvtP4vv5asjwraZLhoXLBxdwQucMnp5VTLbNwNd/GkL33+GlWOby84/pG5PWrUkS4aChoaGRiBYJu77rrrtYsWIFF1xwARkZ0bCwO++8k4qKCnJzc7nzzjsPuq+tW7fy+OOPM2HCBK6//npqa/d41BmNRs4991xef/117r//fq655hpWrlzJO++8w8MPR0+a9Ho9kydP5umnnyYtLY38/HyeeuopcnJymDBhQvM+eCsnrEQoc/lx+sOYdBJZVj1248GfgPnDEdLMBlaUJQ/3WVPZyAPju9Ir28aLc0viXkpBJRK32ZQlkWHt05h23XBWlruIqOAPK7wyt5Q5JXs8X5budHFO3zxEQSDPbuTTywcjiwJ6ScBqkMm2GmJak7+XSMiL4q2MaiDqbEiWnAMmNlCVIKG6dXuex9aO4F6f98VfNh97vxsRBAF9Rm9yzv2JiL8+mmw2ooCkRw370Gf1J/f8X0CUQVURjSnIlhwUf/0uPZYAoiFll55ciyWs19DQACLBxrgsk/sScpWg7PJqTkSgagmNuXvmTKMscvPQTC7uoUeK+HFHTIhqCGhqCFFVFcVTRsTfENOP3Vtncl90jo4ERr6Lp7ESKeLHg5VXlvt4a+o2zu+dwW2DTWSGNxNqsCEIaTw8s5yvcjrzwMhpZMluVFHHqjodD3xeR9/cKi4Z2A5RFKj3BomoKq+c2xeTTkJVIxh0Mrk2A0adRCCsRA+WImEyxFpkxY1VZ+bKAZlM7D6GGk8QvSySaTGQbYuGmM8rTZ7xc32Vm0ASb9DDfY9paKyvcpNl1SeNpGjt5O76DW2t81JwlAyom1215JntTaSVWhud7eks1TwfNVoSJUCofn3S6lDDZnLO+gZRb8UdMVJV48EXUnAY5TitfNj1zneX0Z4aOhSIjL+xHcWNOrw6B7mnf4dOp0fSmYj8dm/S+6V4VvHJZafy4txS/vTRcpSIii+kcFb/fMQEB4X7o9odoMEfotqdfA20oszFxO6a+qOGhsbB0SLGR4fDwaeffspXX33F/PnzaWhowGazcdlll3HOOefsV2txX3788UdCoRDTpk1j2rRpcXWTJk3iySef5PXXX+exxx5j0qRJZGZm8pe//IVJkybF2t12222Ew2EeeOAB/H4/Q4YM4Y033miShOaPTK0nyIfLdvLgjxto8IUQBDi1exYvTOpD+7SDO7k2yCIN3iCd0s3MLq5N2KZzugV3IMzTs7bw6MTufLRsJ9+ujWqVSKKANUFyBaNO5KYvVlGZxNOld44Npz/EN6sruPu7tbGX4Amd0vnv+f0O2/AYdpfTsOAfNK59J5pZVTJGM7kNvgvZsp/QfEmPztGJUP2GXf3s3PU58SLEkDUw7rNsySYUdFI97Xp09g4YC8dQP+8RFHd0oazPHkzmSa8jmbMJ1W+ievoNBHb+Gr21OZu00U9h6jgxqUaLhobG4SPqrNGDgEhiL72gIRdxP7qr+ozeWM0WIKppOOPyDuRueozgj1+AquDQWTENugul77VI5j0LeCXgxFc6nbpZd6J4ygEw5I4gY8J/0aclDq8GcGFjwGu7M21GD3E+Oq8dwwJfEpn1PLUhDwgS5q7nM+Py+xn+xhZOeKehST9/GlKIKApsqnZz3acrmFUc7SvLqudfZ/bitB5ZGHUSlY1+nptdTM+UIGPUH6lZ+RRq0AWCiLnTWeSOeZp2BYVN+h+Y7+DdxYmNAp3SzeilppukGk+Qjw7zPaahsaHKTUEb1XuEaMIZiCbaG1WUfoDWLcOWxhpyW3HI9W662DP5snQ1rqAfu37/B8oaGr8LUYfsKCLsLE5YbcgagGzNpbTey5+/WsY3aytR1agEyd9P6sbkgflkWA1EAi5826ZTO/OO2Ds/ffwr9Ay4aFj4OA2BBkDA2PEUsk77mOoplxHxN92L6Wy5pDfMJE3OQdklzdAxzXxIhkclorKq3MW1n67g5XP7kmrSUe8LJWzbM1vTfNTQ0Dh4WsxtSq/Xc8EFF/DMM8/w5ptv8vzzz3PppZcekuER4IYbbmDDhg0J/z355JMA9O3bl48//phVq1YxY8YMJk+eHNeHJEncc889zJs3j2XLlvHqq69SUFDQbM/a2olEVL5YVc5tX62mYdfLQ1Xh+3VVnPrGAsqThAPuS57NQK8cO+f2zSXZO+yaYe35dWst/fMcXP7hMq4b3j4mbnzpwPyY18ve5NqM3Deuc8L+HEaZYe1TmbWllis+Wh53+vbLltrD1htRAg3UzbqLxlWvxbybVMWPa9nz1M97hEjQnfRa2ZxFyvA9oRbute9i739jwraCZMTc6fS4spBrG+WfjiPcsAVzpzOpmXZdzPAIEKxcTPmnJxJqiGpG7jY8AijeSqqnXk6gfP7vem4NDY2DQzJnYe12UcI6XWp35lSZCXX/c+KLBRF7vxvJsFrJtOp5/uQcspfdRHDzpzH9SDXkxjn/YVyrXieyl4dlsHIJ1T9cHNuEAATK51L+2ThCruSeljk2Y5wMxcV9Mxjm/wxl2eN79KhUBe+Gj0hbegvPnNT0gEUviVzYP5/tDT5OeHlezPAIUOUOctkHy5hbUo8vGOb/zdjC6vIGRqs/oSz+W9TwCKBG8G7+kqrvLkDxVDa5x2k9s5Nq/j58UjeybfGGgkhE5ctmeI9paKyraqQwpe0aoow6iXSzbr8Z5Vua4sZa8kxtwfgYjb5aUVd2lEei8UdFtuSQOixx2LUgmzF1OJkKl58z31zI12uihkcApz/Mnd+s4dOV5SgRlUDVMqq+vyj2zjfmjyTiq6Xu178QCTTs6lHFv/UH6mbdRdrx/2h6P70d2V5EaNoFXN+lhk7pZorSzbRPPbTDuZJ6L6NenMOIDmlM21jFdcMSJ6hMN+vpl9f65wENDY3WQ7MZH1944YWD/vfiiy821201DoIyl5+/TU3sjbeu0s2WWk/Cun2RJJErhhRQUu/l48sG4dhLy8ukk3jytB78VlzL07OKubB/HkpE5fX527hkQAFn9MzmsVN6YDU09XwURYEL++fz51Ed47TDChxGZtw4ArNO4p5v1yYc0/YGH8t3Og9q/ImIeKvwbPosYZ17zVtNMszti6nwBFKGPQiijlDdOiIBJ45Bd4G4JwxQNGeRc84UZFv8yztQPg/FW4m11xU4l/078fj8dfhKpiQVqK779V7CnqqEdRoaGoePqLeSevw/MBWdEVeuy+hD4/Hvc/33Fby01ozjxJcR5D2Ha6LBQdbpnyLbO1CYauKXG4YzOjdEuGJuwvs4Fz8d23Qo3mrqfv1rwnYRbxWBsjlJx5ttM/Dln4bQf9eG4NZBZiKrE+tDBXbO4uxOYNbtCT/NsOiZet1Q2qUaWbStPqmu3D3frWW7089Lc0u46zgLrHoqYbtg5RLC7u1NytunmJh+/XCyrHsiEHSSwN9P6sq4rhlN2pe5/Dz444aE9ziU95jGsU1YibC5xtNm9R53k2s3HjXjYziisM3dQF4b8HxsZ0lBL0os03QfNVoQU/sJpBx3XzRKYheSOYecc6ci2wrZWudlVXlibcS//7gBt6uKut/i3/nWXn/Cuez5hNeE6tYhWHIQDXtkWCRrPlkT36Fh/iMA6Jb/ncdPzGTKNUPJcxz8YUskovLB0p14ggoTumbyt6kbYhqSezuedEgz8dN1w9r8XKqhoXFkabaw6xdeSJxoIxGCIHDzzTc31601DoAnqFC1H72OZWUuRh5k6E62zcjlAwuYv62BV87riyyKKKqKThR4c+E2vl8XNYTtlgFaVubkx2uHkWXV7zcbdZbVwMMTu3HzyI5UuPyY9TLZVj15DhMldV421ezZWAoCnNYjmwv752GQRawGmcpGP0FFJcuip8zlxxtS0EkiGWY9aZbk91W8NckfVlUIeGupII88uzFhUgXJlIFj0J1Ye1yK4i5HkA1I5mxsfa9D8ZRHEz6YsxPqM/q3zwJAl9IZ1/Lkvx//zt/QpXYlWL08rly2t8fa83LUkJtgXQOgIurtIAioQTeCpEey5CJImh6ahsbhIFvzkEa+jL/HA8ihWlSdg98qZe55v5wqd5B/zqlidJeTmHD5yqgBURCRzLnIllwEKfqa7Zljx+XcQWLBiqgH5G6vQVUJEKxekXQ8vu0zsXa/GIBI0I3iqwFVQdDbkM1ZFKVbmHrdMKrcAQoiW6gPJzdSGP2lbP/LCAg2IIgSEX0ayFZ2NPjJtBr4+0ldeXV+KbWeEOf3y+XMXjkIAtS4gzj9IYJKhHxzmEhgzyGQLr039j7XIFlyQFVREniQRzV/U1n859FUNgbwhyPk2Q2kWXQ0+MLUe92Y9TJ5dgOCIOANKUmlOQCW7XQe9HtM49hla52XoKImzd7eVsixGSg+Sgb37Z4GwmqkTYRdy6JEkU3TfdRoWURTOrY+12HpfjGKtxJRZ91r7S9gw8miqwpwmA14BAcljSKVjUFenV/K0p1OhIifYNXy+D51ViLe5M4FntotZJ0zFaVhI4JsIuKroe7Xv8akoEI1qzj9dAemlD1h0W5XJQRdCIKIYEzFbIkaL+u9Qep2RRTYDFJM298XUoiocN1nK7hheAe+vuo4GnfpLVe5A6ioB6X76g8pVLoDBMMRLHqJvDYse6GhoXF4NJvxcf365GK7GkcXoyxi0kn4QkrC+g6HuAi3GnVY9BInvboUQQBREGK6IgCiADoxamgrdJgOaHjcjc2gw2bQ0SndElcuiwLpZj213iCSKPDmhf1ZvtPJzV+swuUPk2nV8+fRHTm5axavzS/l379txeUPk2HRc/uojpzTJ5eOaWaMuqbi8qJh/4vnbW6JMa/M5q8nduaywQVkWZuGjYs6M6KjIzpHx7jyfT/vi26Xbpviq0G2FsQWDE3apXYhULkkrszU4WRs/W5ElC3Uzbkf75avIRJGl9qNlGF/w7v1B7zF3+EYcBu2vtcj70eTTkND48B4sDLojTLCEZVwJIHUg6RHZ89GZ08cngSgt+Umv4EgIsi7QqMECclWgNLY1GMQ9swdIedW6n+7D8/mr0BV0KX3Jv2E5zFkDyLLaibLaiDUYKdeEEFNnMBFko1IjWup+vYc1LAPU8fTCfR/mBPfK2dbvY9h7VN59fx+WPUiby3aweUfLiMQjtAhzcSnlw/mjbMKyDOHqNqli2nrfTWG3KE0LPx/hJ1bQNJj7XoR+pTOyLZ4uRNRFChIMcWSZpQ5/fx96kZeW7ANX0ihwGHkydN6MLFbFgbpAO8xTfNR4yBYtyvTdbs27q2TazcwfeN+Dk9bkOLGqAxDbhsIuwbobM/QPB81WgzFV4N389fUz3sYxVuBYEjB3uc67ANuRo0ECVSvIHXurQSrlgEC6e1Pwdj3Ef41q5GrjitkXH0GqiAh2woIu0r3dKyqCJIRVUkcfeA3FhIoXYAy/46EmtSSJRedHHU+CIb8BKpX4Zp1G8HKJYCAvt0EGP002yMFXP/ZCmbvklcZU5TGwyd3p6TOi1EX3ctFVHhpbgkvzS1BFgXCu/Z8P103jPVVjXTLtCY1Qu50+vjHtE28vXh7bO3w1Ok9Gdc5g5SD2BtqaGj8sTiqqXIVRaFHjx6sWbPmaA7jD0+O3cC1Q9slrHMYZfrmHvoCsl2qiQKHEVUlzvAIUa/EnzdVA3D/+C4HZXjcH7l2I3ePLQLg9lEd+X5tJc/OLsblj75sq91BqhqDPP/rVv4xfVOsvMYT5G9TN/D6gm1JdSFFUxa6jD4J63Q5w/l5u0qtN8g9363lmVlb8AYTJ534PZiLTgNRh3v9B9j6Xpu4kSBi6nAKuvSee8ZscGDvdxNqwEnNzzfh3fR5bOERqt9A9ZTJmItOQzKm0rDgH9T/dj9K4PeHpmtoaEQ9ja4e2i626N6bFJOOXjm2BFfFI9vaIVnyEtaZO0+KJZyRLDmkDP5L4k5EGUvRmYQbt1Px2QQ8mz6P6UeGaldT8fkEgrV73qmiKRPzPiHju5FshSjeKhrmPkDq8f8ANYKv+BuEH0/j40nRA4v5pfVc8G50s/LRsjIC4agRs6TOx6bKOk7iO7xrXsfS5Vx0aT0w5A2nZtp1UcMjgBLEve5dKr4+i7CnIul3U+UOcPmHS/n3b1tjBsYdTj+TP1jG12sqyLHpm/09pnHssb7KjUUvkbGfiIi2QK7NSHljAH8SY3xLstVdhwBkmdpGoonOtgzWOavwhRMnzNDQ+L2oSgj3ug+o+flGFG/0/aYGGnAu/id1s/9KqG495Z+M3WV4BFAJlf6A6efTeGacnVu+XE2XDAtGWw6OIfFh154tX2HZFeGwL6LBQZlYhCt1OJDY6OcYfA+SJXrgGarfQs3nJ+wyPEbHEdz2E9WfnUDQWRIzPALMKq7j9DcX8PipPVhX2cjgQkdcv7vXQAPzHSzb6eT4/8yhpD7xHquy0c/57y7hv/NL49YO57+7hOmbjs7hiYaGxtHlqBofAVS16UZOo3kxyBJ/OaETE7tlxpWnm/X8dP3v0+vId5iYcu1Q8vfRERlSmMJ1w9vz9qLt/P2krgwpTDmcoQPRLNlXDC7k4gF5nNg5g09WNBUOn9A1k/eXJg6reXluCdsbfLj8TReesiWL7NM/Rk6JT3ijS+uJc/CLPDRzz8vx2dnFVOwn7O9QkWyF5Jz19a4MeSLWXn9i70WEIJvIGPcSrqXPYesxGUEXXehbu1+Ke8MnqGE/4YZNCft2LnoKW+9rAHCve2+/oRsaGhoHxqiT+OuJXThpHz3CDIueadcPo/AgwohkWwE5k75vYoA05A4nffRTiPqoAVMQBMxdJmHtdVVcO0FnIfvMr5BshfjLFxBuTJB4Ro1Q/9t9KP56ACSDnfSxz6LPOS6umWTNJ2PcSzQsfIJAxaJoiLgu6nWueMrIdC+MGVR9IYW3Fm3nnD7xyWk6W9yEVjyNZ/2HWLpeiOO4v+Jc9M+Ezx6qWUWoPvF8BVGvxxmbEwel3/vDOqo9oWZ/j2kce6yvdNMuxXRQoYKtmVx7dO1VUn/kdR+3NtaSZbSiE5tGk7RGutjTUdQIq+vLD9xYQ+MQCHvKqd+lsbgvosFB/fxHE3olKt5K0upnMzDfwcPTNlLjCWEuOgNr76tjbTybPsfc8TSM7SbE92tMJ/3Mb7nlpzrmV5vIOuvr2P5gN5ael2Hpdj6CIOD3NdKw6MlYUs29ifhrsVZNZXj7lLhyd0Dhxw1VrK1w8+jE7nTPiu+/a6aFx0/twdOztlDvC/HZijIiCQ5mS+t9zC+tT/j93PXtWnY6f3/CUA0NjbZJs4Vda7Ru8hwm3r1kAOWuAOur3GRa9RSlmSlwmBCTpa4+AL1y7My/dSQl9T52NPgoyrAgCwI7nD6W3jmGbKsemzHq8q+qKuUuP+FINAw8oERABYdJh90oU+cJ4g4qSEI0YYIsxdvFc+xG/jOpD4u2NTQZR/sUE2FFJZkd2x+O0OAP4/SHcPnDRFQVh1GHwxQdmy6lM7nn/Uy4cTsBnxPVnEswIrNhh5/CFBP1u3RQQkrUC7Jon7Dw34soGTAWjCH/suWEateiS+2Cvd/NUW1HNYJoSsdfuQz7gNsQZBN5F81B8dUiCALOJc8SqFyUtO9g9XJShvzfrk8qYfdOdKldmmXcGhrHKvkOI+9fOjA2j2ZZ9RSlW8i3GxPOo5Gwn4ivBlVVoxIPso06QyfSzpuN4NmG6i1Hl9IFyZqHvMvrscodwB+KIIk2skc+gWPQHQTrNyJb8xH1dgRJD6h4S35MOk5/2VwiIQ+VARPhiIpRziDz5HcI1a0h7CpBMuegKgFqf7l91+EHBGvX4hh8T3SeUFUUTyWD8q2sqYiK5M8vqeehkzozuYeEwyCyrDKIQ3CjhqObh+opk8k5Zwqh+o3Jx7XzN0wFoxLW7daYSkSVO0hjIEyPbBvvXzqAGncIb0hBEgUyLDqyrYm/fw2NfVlb2fiHMFTn2qMSMMW1XrpnHdjrujnZ2lhHThsJuQboaEtHEgSW1ZUxJDOx97SGxu8hEmiIaTXviz6jN56Nnya91lw1jU8vOJ2NVfVElDCyI4u0kU9g73djNKGMzopsa0fa6H8S8VUTrFmFZEwHUSIsmvj08j7kGHzoVTP5lywk7CpBCbrQp/eM6k0aUwkrEfy+BpTy35KOw1j5M8fljWFeaXz5L5tr+PTywYiCytdXDqGk3se6ykZy7UYafCH+9NEyqnflE5iyvoobR7THatijMV/nDTKvJLHhEaIJQz3BI++5raGhcXTRjI/HEBkWAxkWA32aMTwtP8VE/j4L+QEF8S76VY0BPltZzlsLt/GPU7vzv6U7+HRFOSElwkMndeXEzpn85fu1zC2px2GUuWVkR24Y3p78fTyJ0sz6JqFSp3TP4rph7dFJ+994mnUSy3a6uPj9pfjDCid3zeSfp/eke5YVWRKRrbkIog5/7RQaZ95E2FXKEEcnvjzhfr6r787tU6In5ia5eU/6BUmHqLMimrKo+vYcFG8VkikTNRIk4+S30KcUUTP9esINm5Ft7XAMvhtDwWgQZSRTVtJ+RYODSHjPiaKobzsbBQ2N1szBzqNh1zYaFj+Ne+07qGE/pvYnIw95lKunNDJlQz2jilJ56rTx9HTYMBhknL4Qi7Y3cPe3a1lZ7iLLqucvJ3Tm8oGF2FMi1P12P76SHxBEPZaek3H0uwF/6TQUT1NPcMmcRa03zIOz1vPmwu10y7Qy+4oC3FOvQNI7iASdqKH4ZBW61C74Sn+mYf6jIEpYupzHwyPHM6vYRLkrwP/OySev+j2Cq/5DxF9Hh+xBpPR6kd0+1WrYS7hxO4Jsihkk90W25Sf9vrJtTfV0dyMKYJBFGv1hVle4ueubNSzZ4STdHNX7veq4djFPMA2NZKiqyroqNxf1Tyx90JZIN+vRScJRyXi9tbGW7DYScg1gkGTaW1NZpiWd0WhmRDn5QUYk6EIyZxHxJ/bol8zZ5KjbsNZ9BJ50fH1uQAxWUzf7XkJ1a0EQMHc8FXPRaVT/dC2CqCMSakQNNpI/eSnG0Frqpt9DoHwugt6OY+Cd2Ppcibwr1LrM6ef1BaXk6D2cZspEcSfWPVVNudTUNvXeyLIaeG1BKXpJpEuGhW/XlHPTyCLu+34987fFGxXz7Eb0UnR/5PKHWLzdydMzN3Naz+R68zpJQC8d9QBMDQ2NI4z2q9doUZy+EA/9tIFbvlzF/RO6ct2nK3l/yU4C4QgFKSZ6ZNsZ/dIc5u46HXP6wzw2fRMXvreEisamIss5dgMFu0K9c+0Grh3WnvPeXUyZy0+7JIlzBhU40EkCD/+0EV9IQVVh6oZqjnv+11gW7UjQg2vFi9RPvzom+Bx2boHZV3Gm4Wcu7JNO7xxbwoQzh0MkHKBx7bsEds5CMmWCqqB4K7D3v41g9UpqfrqacMPm6Hgat1H7y22417yFfcBtGPKGgZD4J2zteQWejZ8A0fBuyZKTsJ2GhkbzE27cQfnnJ9O48pVdhjgVX+lU3F+N5vkTLZj1Er8W1zP8hd+YX1qPqqr8vLmGk16dz8ryqBdFlTvIA1PWE2wopuyjEfi2fgdqBFXx4171OlXfX0T6Cc8lvL/S/SYu+nw7J3fLon2qiQ3Vbh6aXYepaBKKp6yJ4VGQTYg6K+61b0f1I5UgnvUfIEydyOfnZfPCqbnkrL4L/6KHifij2lDByiUES6diyBka68e75Wss3S5K/KWIOoz5ib0eAXpkWbEZEp+HTuqTS7ZNz7zSOsa+NJclO6IatrXeqK7vNZ+soNrdfJIYGn9Mylx+GgPhNp/pGqJyNLk2I8W1R974WOKuJ8d0ZL0tD5dONi3pjEbzI5oyMBaekLDOW/ITjkF3JL3WXHQ6lV+ehjF3KMGyX1Gd6yj76Hj826ejeMpQ3DtpXPUadb/eR/rof0bf3cHGqE69IFL+8WgC5XMBUIMuGuY/ROW3FxD2VFDVGOCyD5fy0E8beXaBk0D325OOw9PxKr5e11R/8dJBBbyzeAf/mL6JL1dX0C3LzplvLuShk7s1MRreNqojejlaNnNzLeP/O4+pG6opTDFhSpDsE+DSgQVkWdu29q6GhsahoxkfNVqUSneA/84vZUC+g/WVjXGJX64b2p4nZ2wigUwIc0vqEy6q8x0mvr36ONLMOq4Z2o6nftmMElF5csZmXjynD+n7JLcpTDHx7Jm9qHQFWLYzPumKPxzhkZ824g6EUXxVNCTRKlOXP87/Dbfz6eWDydqPd87vQfFW0DDvIZxLniN15GNI1qhnkLnTaTgXPpHwGtfyF5GMqQQql5F+4n9AjN+wG/NHY8w7Hl/pT4jGNLLP/ArZ2vY9PTQ02gr+srl7Eq7shRr2YVj7L64ZmB79rMKtX65ma52X279a3aT9Zf0zUFY928RYCBB2laJ4q9Bn9osrl9qdwibrKcwubuDJGZu5flg0+/ZbS2uo7Hw3+sz+ce0FyUjmxPdoWPxUk3sonnJSa6ZxVhcDwW0/Nal3LX+B1BEPI9uioYyezV9iLjodQ86Q+IaSnuwzv0DazzyU7zDywzVDsejjNyq9cqw8fUZPGv0Kt37Z9DuCaMjXDmfijKAaGrtZWxnNdN0+9Y+RGT3bZmBLbdO5oSXxhUNU+d3kmNtWNEUXewar6ssJR7QwT43mQzKmkjH+FWRHp7hy0eAgfdQTmDpMTHAgJ5Ay/CF8JVNRFT8NCx4nbdjfcC15JqEuY6huLaoS2OVIkEfWKe9T9+u9sURzexOsWEC4YTM7nD5+2aWhvKHazcJgL8Quk5uMwzriCTYHs3AH4vu6aUQHSuu8VO7Suf9qdQXDOqTiD0X4cNkOzu2bG2v7+Knd6ZIRlaMqc/q5da+1zNMzt/D6Bf0wyvHmhgH5dh4+uRtmvRaAqaFxrKH96jUAaPSHcAXCyKJIullHlScIKlj0Iu6ggiyK+w2LS4SiRFhf5UZVYXCBg1+2xIcedMm0xDxYEjF1fRWDCxy4AgqBsEJIiWDUSfTNtbPoz6Nx+UM8Oi2awGBLrZe/fLeWl87tQ4MvREmdlwH5Dnrm2AiFFa74eHnie2yowukPke6phEhU21GQTVi6XoAhZwhq2Idn0xd0s3owZu5KxuCrQ1V8CLIJyZi253n9dajhpuX7oqoqircSVAVVCWMfdCeyNZ9g7RrSxz5PJFBPJOhGDSfxaIiEUTzlWHtOJhL0knvhrwSrlhEJODHmj0SQTfi2zyT7jM/RZ/RBshUmHYuGhkZyajxBAmEFs04i1XxwJ/RqJBzzOjYWjMXc6QwESY9/51w8mz8nsmMaJw6+i3/Pj7bfUO3G5Q+zM4Hx7KQOOtSV05Ley1v8HfbTvkJxbUWntyDqLPgjIo3bVHJsepbtdPLwyV15cnwu3dMlftse4JKJX5Ae2IavfCGiJQ9TVj/q5z9KoGxuwnsYy77DnN8Hd4K6iK+G6p+uxnbGFGqrtiA2rKbCo5B38nsI/hr85fOQzdkYcociWfMQpeTvEFkSGdouhVV3j2XJjgZK630MKUyhc4aFXLuRjdVuNtV4cBhlLhtUQO8cOw3+EB8s3cnKchdzS+oYkO9I2r+GxtrKRvSSQE4zHyIeLXJtBrYeYc/HUnc0SqWteT52sWfgV8Ksd1bROzX3wBdoaBwEkYhKvZhL2jnTkQI1qMFGkIyophwapHRSDXrSxz6Lvd8N+Ep+QpBN6DP74t7wMZ71HwAQdhYjGtMI1K3UEnAAAQAASURBVKzGPvAOdKmdiXhrcK//X0xD2b9zDtmnf4pkzkIVZIz5x2PudAahunW4175PJLAnDNqz9UfWmTrEjXPyF9v5fxNu4qKzb0Zf/Ss6vRkpdzTflYBdtrPirjGsrXCRZtaTbjGwptLFTV+sYmLXdK7oY0QWQK+G6JJhZsbmWt69uD9jitIZ2zmdHJsB+y59f6c/FOdk8tvWOgQBPrpsEKV1XtxBhTFF6RSlm8nRpFI0NI5JNOPjMY4/pLCx2sPff9zA+qpG/jOpD9M3VfO/pTsJR1Qm9c5hUp8c/vnLFi4ZkM+pPbLIth34hbG9wce7i7fHTsO8IQWHMf7PTYmoGGURfziSsA+rQWbBtnpCCrw4Zyuzi+tIM+u4bVRHumZa8YfCmPUS3l2Cxesq3Vz43hJy7QZybEasBonPVpZzycB8lETulUQT3oiCgCBHn0mfPYjUEQ/jXvMO9fMeQtTbsXa/BElvxbdtBqgKDfMfIVS/CV1aN1KHP4wurQfBurU0zPs7obqN6NK6kjL8YQxZA5CMqXH3C7vL8Gz8HNeKFzF3OQdjzlD8234hVL8eXUonbH1vINS4DV16z/1+v4LOgm4vo6Ixe1BcvSGz736v19DQSE6tJ8ickjoe+WkjJfVe+uba+ccp3emdY4stspMiSEjWArJO/5RAxQJcS58nEvZh7nAyOWd+ScOSZ2kM7pnzJFGIhSvtzeBCB0PapyNucKB4KxLeSjSmEalZjqx4CVVuxb32XRRfLcPzx7Du+vuZX6lniHEN/RseQdm6nsGpnZFcf0eXPRjJkotz6b+JOItj0g4JH8eQgqBLPucrngo21QY4/TOZwpThVDYG+OHaDPrmFmHMPS7pdYmQJZEOaWY6pDX1TNNJIqd2z+LG4zvw8twSPli2k2ybgauGtMNmkLEbteWMxv5ZW9lIu1Qz0h8kOVGu3ciMzdGEVkcqe3eJOyq70NaMj53sGQAsrd2pGR81moUyp5+PV+ykpr6em3r5EJY/RqhmObKtHaFedzPb05Uyv4Vz++Zirt0JW79HVYKE5j4I7LUnEUSE/8/eeYdHVW19+D1zptdMek8gAULoTboIKKJYsGHH3nu7Xnuv13a9fvaGDRVsiIqKKIj03luAhPSeTK/n+2OSCcNMAihNPO/z8Nybs+uMyd5nr73Wb4lqEse8QvOqV7BvmILSlIW5740EfQ4a5t+DqE9Bk9KfgLMaV/HP2DdNJeCoQJMygKQT38W2/j2cRTMAcItx+IOR56q8BAMn52kJbHkbX/N6/CjwN1VwYuEl3DOnkhO6JVNh83L/rM00uvyc2iOF4tsKcax/H2n9B0hBL9q8M1l4+c3cOcdOYYqJUXmJUd+JQhAQBCISgP6+vZ7ft9eTG6/jvXP7MqxT+84ZMjIyRz/y2/o/nJVlTYx6dQH+oMT0SwZy3RdrKNrtJv31hcV8va6Sd87tyynvLGZSn3ReOaMXCYb2vYBKG12c+OYiNlXbmXpRf+J0Kr7fWM2rZ/Vi+pqKcL2ZG6qY1DedD5ZFi4ALAozJT6DK7uXsKcvwtBgo65xebvpqHWO7JHLNkBwu6JfB24tLItpWNHuoaPbw6PhumNRKuiS2H2J1y4hOpBg1BBXJKK0FWIc+TPW3k8Jeh0FXLY2LH8dVOhfr0IeonH5SuK2nYhFNK15Cl3M89XPv2O35Yqq+HE/CmP/D2OMSFGLou/I7Kqn+4SI8ZfPRZR+PUpdI9cxz2tpV1uOpXErckAdBUKCydo2ZOVY0pIX0IWVkZA44do+fVxfs5KEfN4ef/VZUx4hX/uDziwdwZq+0DjMrC4KAqfe11M66GG/N6rZ+N36Ec/tMks/4gXe+avNyPLtXGol6NWO7JPLL1pDuklmr5NETC7jkq618Oex6Gn+Lrddk6nEp3tq12It/wrVb9mtP0Zd4ds7k2DNmUfP9ZWHjpadyKZ5vTkEa9Tzusj9wbvsSVXx3TL2uoL56RcwxjH1uQmXMCsk7BP1R5apOE/lsk4dah5dah5f8RAPJHewPf5Ykg4rrhuUy8b2l4cukeqePu2Zu4OzeaTw9ofsBH1Pm6GJ9pY2coyDTdStpZg12b4Bah5ekA6xH3R477fWIgkCixnBIxjtQGJRqMvUWVtSWMjl/4OGejszfnIpmN5M+XIY3EGTa6Gq8My8Il3nd9fDbRYzqfSfObjcx5OX5/HJRAZb6jTHDqo29r8Nbt4Ga7y+k1SjpdddT9+vNmHpfg6nXVRi7X0DA3UDDwkewrX0r3NZV/DOukl9IGj8FX/1mfA1baE4cS5Jfg6gQCAQlRIXAV2cno589joCrlnCAdemvOHd8wX3Hf8WlM3by227RaZcUKnB+dxr+hk3hZ861r+PeNp0Xzv4dY4z1xun1U1Tn4PguSfy8pSaqvLLZc9RIXsjIyPx5Dorm4+uvv87WrVv3Wk8QBAYNGoTB8Pd6iTlaqLF7uP7LtfiDEv0yLGyutkcYHluptHn4eXMN47om8dmqckqbYmcybeW3ojo2VYeC9J6fW8TrZ/fG6QuwqdrO1S36YwDT11QwqU863VMisyYKArxxVm82Vtl57reisOFxd1oP6Wf1TqNXWvQN/FMnF7C8tJEJPVJINWl5eFy3qDqj8uI5t18GCoWAaEgj5ZTPaF71asxwZ0/Z7wTsZSh0kTd9ph6X0vDHAzG/h/rf/0XA0WZs9dVvwlM2P9Su5xU0LH4iZrumpc8i+d0kjp+CQhMXUSaoDCSfPBXRnBuzrYyMzF+jyu7h0Z+jjf4AN3y1lvLmvWsLuus2RRgeWwl6Gmle8xZ5caF7v84Jep6a0J1kk4bXzupNRksyrYsHZPLqgp2kmxSo4gvRZh4X1Zep9zVICCjNuRGGxzABLw1/3Iep15VRRQ1/3I+xe+iw5KvfiEJlRJd7UlQ9RcGVlJCLaEgl+aSPoxJcKS2daSq8nzeXhdbjOJ2KaZMHHJRwKqcvyL0/bIzpxT59TQUOr6zlJtM+kiSFjI9HQbKZVtJb/s4OZdKZYnsDSVojouLvJxmfb05khZzxWuYAsL7SxoKdDTwywoyw+I6YdYJrX8AoNdDg8vHgvEaEUVNAiNQ0VppzMPe8jPp5dxHhDdmCbc2bmHpcimjKIuCojDA8hpGCNC56DFPvaxCGv8KLS528vbiEl07vgSDAmYUJGHa8S9AVnVTG17AJfcNiqnZL2FaYYiTTvRzfbobH8Gdy1WJb8wY+b/R7UKXNw6WfruT2UZ3J2uOSR6kQ+HzyANLNR4fkhYyMzJ/noHg+vv322xQWFtKlS5cO6ykUCj788MODMQWZfaDR7WN1eSiz6shO8czaXN1u3R82VXPxgEx+3FzDr9vq6JMe0tby+AM0ufxolAosOhUOr58Plu0Kt1u2q4lX/9jJF5cMZHlpE8d2jufiAZnMWF9Js8ePQS3yzqS+FNc7mVNUi1WnYlReIkoBmjx+5u6hE7k7v++oZ1utg9uOzcOoFvmtqJY4nYrx3ZLxBSU2VNlocvnpFG/g5hG5nNk7lc9XldPs9nNm7zS6JhlIbQkhFwQBQW3EVRydVKEV165f0aQMxLVzVsTz9rQZJZ+DgLMalTlkcHVsnd5WKAghbZhY7QJuBECV0Ju08xbgLv0NT9Vy1Ik90eWMQ2nKRUAi4KwBhdihvqSMjMz+sb3O2a5MQ43dS53TS2YH3lOBgB/35k/aLXdv/4Ybxt7C6X1y6JthIdMS6is/0cCCm0awtKSBBIOaE95YxAcT06iffSmWfjdi6n0V7l2/IogatFlj8ZTPx7V9ZlgyIhaeioVY+kd7TUp+FwR84Z9r59xI/PDHMRVOxlU2Dw86HOmnMbNYxbffVTDjiix0GSNIuWgNtoqV+Mr/IJB2HJrkfszZInFu33QKko2cUphCtyRj1Hi7EwwGcdpCXhF6UxKKfTRiNLl8rK2IvWYC/L69jl5pbUkw6hweghIk6NUdeqrK/DOoaPbQ5PbHDOk/UpFajBECsX9/W7Urt9c7GZxjjVnnQFNsbyDlbxZy3UoXcyKfbF9JUAqiEP5+xlOZI4epq0KZ0zP17ggngwikIN76TcTr9czc3IhGTOaRkxdhqP2VOHM8GmsXBKWBoKeJgL29TOwSPlsZXlMhUsXidufja9iCIm0ET//m5O0VoXOTUiEw84rBpIgNKObNILbAFfi3fszxnR5mY0tCruM7GzHsmkZ7bib+HV/h7nszKnVmxPNdjS5qHT6u+nw1z53WgzqHl+WljaSbtQzJsZIbr0etjJ35WkZG5p/DQTE+5ubmsnXrVo499tiD0b3MAULcTZvDFwyi62BT0KkUeAOhrcugFgkEJbbXO3hl/k5mb60h0aDmX6PzGZBhicpWOm97HfO219Evw8KATAvHZAVYuqsRlajA7vYz+r2F3DS8E1lxOmZtquZ/83fwzqS+pJs1qEQBXyC2IUCnUtDg8nH5Z6tIM2t4bHwBjS4fT/yylaW7Gql3+lh9xygA4vRq4vRqeo5vP0OjgAJBqY2ZWRZCiWikPUMmFB1vpMJumagF1W4v7MJe2il1iEoVojUftTUfdvNe8jUXY9/4MY4t0xGUGsx9b0SXPQalQdYxkpH5q+yZlXFPlHs1lglIyva9+QWljq7JZvpaUqPKsuJ0ZMXpKG10oVUp8AZAEBTUz70DhcaKJmUAUtCHbe3bSAEP5gF3ICg78ORSKCPFl/YsayXop/73fyOozWhHvMQzRX1456ddeANBZl+Sh1DyLdUrXiLoaULKPJFgwbVcNauR2VvW0TPVRIZFy8LiBiZ0T+lQe87ZWIJt2wz8m6cA4Oh2Cab809DHZbf/GVqnq4jWktodgyb0ecqaXHy3oZo3FhUTCEpMHpjJOb3TyTqKPN5k9p/1VSHDde4R/nsgIeEqno1z6xf4mrajUBnRpA/FVHgJoj45oq5Ro8SiVR7SjNfF9nqStR1fMBypdLUk4fB72dJUS0Fc8t4byMi0g6llv9nbu7xCqQufYb7Y0IhBreCxYcNwbHgJ27LnUMblYR18X4d9SAoVjlUvoTcmdFhvW4PEm8vaHDamr6ngy7UVfHluLskdvCdISj1ub9vG6vaDpG3/kkYQdQgxPrdaDL0blTa5Oe/D5eTG6+iWZGRthY3HZ29lTct5TEZG5p/NQTE+Hnfccbz44ov8+uuvdOnShYSEyAVTEARuuOGGgzG0zH6QaFAzvlsyP2yq5ruN1dw/tgs/xdDpADivXwZTV5YhCDC2SyIbqmwM+9/8iFC337cv4fphuTxwQle+WV8V1cfKsiYm9kzlnSUlLC5ppEeqCW+Lh9Gnq8t4/tQeLNgZytiWYlLT4PRxZq80PltVHnNOIzsn8MLc7UDIqyHFpOG6L9aEN/rOCXoS90d7TFRh6HYe9nXvxCzW55xI9br3Ip4FPU2I+tSYCSFEQ1rEYcHY7Vyalz8faueuRzRmErBHhwApdElRh4xWfE07qfh8VMRNa+2Pl6HNGkPS+PdRGqINGjIyMvtOtlWHSaPE5onWNyxINu51TRFFEV2PK3Bt/jhmubr75WiMHf+dJhnVXD4om3fXNjKy16Ww/AGCngZcJbMj6mmS+qDowPNZ3/nUqDYACn0yki86f7XkbaZJW8Abi4rxBST+7+Q0uhY/Sc2Wz9oq1W9Asfk9XjnhRwYVK1lXaWNdpY1+GZYOvxtnYwn1M07DV78h/Mxbczu+DW/DaTP2aoBM1KsZ1zWJHzdH71EKAYbnxlPW5GLie0tZXtoULrvz2w28tmAnv1w7jOwj3PAkc/BYXxnKdJ12BGdYlQI+Gpc+jbt0HqqEHujzJhL02vCUL8JdNp+4wQ+gTY3UK0w3a9lRf2jDrsemdz1k4x1I8k0h2Zxldbtk46PMX2LygExe/n0Hy2uUHJ/YC1/t2qg6glKPYO6MzROScRmabebh3lX4Z5yPv8Wr2dewCW3GcNRJffHWrIrRhw4FQVxLH8F8+tftai+rM45lbX20QTAowYtLmvlyyNU0zosdHq7pcQ0zPmwM/zxjUwN3nnkZ4o4ZMeurelyN3pwS9TzDosWiVdLkDs1vZ72LnfUh/8m8/T2PycjIHLUclLiDV155Bb/fz7Jly5g6dSqvvPJK1D+Zw49Zq+Kl03uQYtJQ0uDCF5Q4uXv0C9nQHCuZFi2ry5t5eWJPDGqRW75eF1Nj69UFO1EqFFzYPyOqbFBWHAXJRhaXNGLUiHx4fj8GZsaRadFSY/dSaXNzdu+Q914gCJd+topLB2XFPDA+eEJXvt9Yhb/FeHnHqM7M2lQdNjzq1SKfXNh/vw4avrqNGPJPR2nJi/6u+t6EaMpE2iNwoXnV/5E0/n0Q99hURTVJJ3+MaEgPP1KasjEPvBOAphX/JWHU8wjiHvNTqEg++WNEYzp7Egx4aF75v5ghHu5dc/DVrt/HTyojI9Me6SYtn1zUPyojrkEdWrNSTHvXLBLjuqAuuDzquTKhF+YelyCKHXtLaJQit4/qTHmzl/KEU1Am9Y+u0/V8/Eozzm1fEnfMPdFzMGYQN+QhHNu+2qNATfL4D7Bt/jyqjdD3Xj7Y4McXkDBqRE7J8eLe3fDYQtDTiH79U1w9MHSxaNYqee/cvh0mvbAXfRdheGzFV78B+45ZMVpEYtGp+O/EniQbow8wr57Vm1SThrlFdRGGx1aK6px8tqqMYDvh9DJHP+urbOTGH7mZriUpSMPix3GXL8BYOBlTz8vQZgxH32k8lkH/QmnKoWHBA3iqV0a0SzVpKKo9NJ6P3oCfSpedFN3f0/PRrNaSoTezolbWfZT5a+TG67n92M48PK8Oz+BXEdR7SBEIChj5FqVeC33SQxFXjxwbh7DwJvbUdmxe9SrWYY8iqM1RfSQc9yK21a8BYFv3HvEjnoqai0KbgHvAf0hPSsWijfQpEgS4fnguhi5nok4ZFNVWzJvEVl825/dtO7NV2jwsaEpH7HxOVH1lyiBM+RNjyqWkm7V8etEAlHussa3nsYOhBS0jI/P3Q5Ck9oKYZNpj7NixAPzyyy+HeSZ/HafXT73Tx/wddXy+uoIrB2ejVAi8s6QEf0Digv4ZqEQF87fXctWQXCxaFb5AkJwnZtN6jsuK03H9sBwyLFrWVdjItuo5r286ayubeWNRMW5fkMkDMonTqXhtwU4GZsVxyYBMFAoBnUqk2eNjS7WDdZU2jsm2oFYq2NXo4bR3l5Bh0fLfiT3ZUedk3vY6rHoVp/VIJT9BzwOzNpNsVHPN0FzidCreXVLCukobQ3OsTOqTTo5Vh1Lcd/t69Y+X4Sr+mYTjXiLgqMC961cUagv6vFPx1m9E1flMvAEJf9HnBGtXo0kZgLHgPERDBgFHGfaNU/FUr0CT3B9j9/NRmrIR9jBKBlx1+JqKsK15E4U+GVPhpXjrN+JvLkYKeDDmT0Q056AQ1UjBAJLfiSBqEUQVfns5ZZ8cQ9AZW5tT3+Vskk/6COFvKAQv08bRtL78XXH5AhQ3OJmydBfrq+wMz7VyTp90cqz7brywN1cRaNyKa/1bCH4Hmq4XokoZiN6SiSAISAFfSN9VqUeIId8gSRLFDS621Troqm9Eb19PYOtHoNQTyL+MIn86XZJMmPwVCN5mRE0czh0/4K1ehiLnFLRZY1jbpKOrtgFpx3QCNctRJ/fFVHABCmM2fmcV3rLfcW77gqAmEXX3Kyn2J/PEvBrSzBpuGJJOYtGL2Jf/J/YHFEScp6zgp1I1E3ulkhOnb1db0dFcQ+N3p+GtWh6zXJ0ykLhTZmAwJcYs353ieic/bKrm+03VZFu1XD04l9x4HYIAp7+7NCJj5+4UphiZc+0wkvfBeHy08k9eW4a9/DtGjZJ7x3asRX64aF7/Ho5NUzH1uBxVQnTmdinox77+PQL2UhLGvhaWWXlncQlzt9dR8sAJB32ORc21dP3iaZ4deAoDEjP33uAI5LFVP+MPBpk7QY6+OtD8XdcXXyCI2x9Ar1Lu8/4uSRLVdi/1Ti9frynnwoIghsrv8ZXPRxHXFW+nC/iySMmI/AwsehXLdzUyxFRK4NuRMftTJ/YmcfwUXDt+wF3+B8q4Lmi7XYhz+TM4tk5Hm3ks2qwxaFIHIyi1ODZ+jN9RgTJzLE2JY5myEc7tm45GqWTmhirmbKslP9HAlcdkkxOvw6BW4rdX0FS2FP+WDwkqNND1cgRLV9Y3qhEEgTitiveX7aK4wcWkPulM6KxAaN6Ka/3bCAE3qm6XoEnuiyGu/b99ty9AcYOLKct2hc9j5/ZNJztu/85jMjIyRy8HJex6d2w2G9XV1WRlZSGK4l49PmQODRXNbpbuauS1BTsJSnDl4GxentiTdLMWhUJgTJdEkEBUCJQ3u0gyqHl89lZKGl0Mz41n5hWDeeKXLVwzJBe9SsE7S3bhCwQ5s1caIzrFIwgwKi+REZ3ikSRQigokSWJYbjw7G5y8s3QXv26r5YbhuUgSvL24BE8giFqpIDtOh9ByM1jW5ObsKcvomWqiX4YFm9vPJVNX8sdNI5g2eSBKhRA+8D5xUgG+gIR6L5pt7SEIIkFnNTXfX4DKWoAmdSBBn5Oan69CUKgw5pxN045fsAScqLNGo8sahUJjQaHSoYjLxzr0AYIBL4o9vSB3Q9QlIOoS0CQPwG8vw1XyC47Nn6JQGTH3vQFBE0rk463fgm3dO3irl6NK6IGp11WgULUrPN86fxkZmb+OTiVSkGziyZO7/+k1xWhOAXMKJA6iosnJKwtL2TBnFw+ODjDI2ohzzWv4m4rQpo/EWHgRSnNOWCN2Z72TnzZXMyLFRc/m35DWfIUU1wVl//vZ5bWi1FppqnexsrSOXto6lFveRPI2Y+g2CeuoFwnoMtha5+SD5TvYUuPg7D4XMmbwdayv8tDFZWT9jhreXFzKkOx+3DDiVF74fSdvvV5KmtnOx2ekk+7bgK5oKlKM8K4wgkCXJCM98rL2/mUIAkIHCR4EQRFy0dgHcuL1XDssl8uPyY5Y/+0eH4oO+lC0aBzL/POQJIn1VXbO6xsdUXAk4K1di2PjVHSdxsc0PEJIP9pYcCFNK/9L45KnSTjuRQRBQZpZQ1mzG48/gOYgJ3MocTQC/G09HyGk+/hx0QoCweDfMmO3zIGj2e2jqM7J/+ZvZ0e9i+PyEriof+ZePaR31jv5cm0F326oIsWk4ZYRndBZDSRk3UEwcBMBRNy+IGPVLl5fWMy6ShvH5ycyIVVNe2k9vbVr8DfvRDRnY80dh7tiKQqFAm/9RlLO+A5PxeJQhFPdBozdL8TY8woUKgPqhALM/iAPZ7Xthbce25nrh+WiEoUIDWalMY1FgcHUJPeiR6qZr9ZXc0JXLctKG/lxczVWvYqbhneiMMXUdklnTceYORxJCqJU7j1sWqsS6ZZs/MvnMRkZmaOXg2Z8XLx4Mc899xzr1q1DEASmTZvGW2+9RWpqKv/+978P1rAy+0BFs5vJU1fyy9ba8LOft9QwKMvCl5cOIsOiCydV2FZr57sN1dw2oy2kd25RHXq1yPwbhnPvDxuZtalNg2v21lp6p5l54+zeFCQLWHSqcJkgCGyrszPmtQVU2728PLEnby4q4YdNbdvxL1trKUwxMvWiAehUIi5fKLS7VVcMIMeqI1GvjtrUBEFArfzzp0tTj8uwb/gACOmw+Bo2hcuMva9FY9uAsPhWmlueNQCmXldjHfYIoi4UftiR4XF3AvYyKr8Yh79pe/iZc/u3GLpfhKX/bZRPHQLBUDZad+k8bGveIOnE9zD1v5XG+dEhlgCm3lfKXo8yMgeQv7qm1Du8PDZ7K//9fQcAZ/ewkmufQ/Wsa8N13KXzaFrxImnnzEGT0p8tNaE1ctYFGZh+PR2XrSRUsfQ3WPcWKT2uYpH1ekqbXJzmeQPflin4wn39htKcg+GUWQx6aWNYhuK3ojo0SgUfXdCfCz5ezr9G5+P2BXjm1yLm72hgQmEyDm+A58YmkLLmFrxlv+JT6kg5/RuaV/435mfT55+FUte+3uTuGEyJOLtfgadyacxyVeFVGPYipr8ne67/Ro2Ka4flMGdbbcz6Vw3JkTWn/qGUNrmxefx0OgIzXUsBH43LXkBpyUGbNbrDuoJKH9KOXvUazqIZGPInkm7WIkkhfbVuyQfXKFhsD2ly/10TzgB0M4eSzmxsqqKnVU7S90/F5Q3wxZoKrvh8dfjZ3KI6nvutiHk3DKdfhiVmuy01dka88ge1jrbkk5+vKuehcV25ZWRn4nRqgoEgc7fXM/G9JeEIsblFdQxKzKagHY14QW2GgIfaHy5CNGWROPZVvCWzSRj1AtXfnUvQ0xiu69jyOXGD70NQmwmKOrRxOVH9tWf0K0wx8nllMze8vpgvLx3IRZ+soKLZEy7/am0lt4/qzL1juxCvD+2Xorj/poK/+u4kIyNz9HJQLBULFy7kiiuuQKvVcuedd9Ia2V1YWMgHH3zAe++9t5ceZA4mC3bWRxgeW1m6q4kfNrYZAptcPkob3dz93caouokGNavKmyIMj62sqWjmh03VNLgiM0PXOjzc+/1Gqu1e0swajBplhOGxlQ1VdqatLueD8/pElalEgffO60u65cBrhygtndF3Pj3quWjKQt95AoIgIigjDy+2tW/ib965X+NIAR9Nq1+NMDy24tj4Ef7GrShUexySpCB1v96CPucElObcqHb6zqehii/Yr3nIyMgcXEqaXGHDI8A9w8xIC2+Oqif5ndT8dCUuWyV3fbuB4/PMWLb9H/5Ww+NuuNe/RS9zMydlOAlumRJV7m8uxr7qZc7uEWnM8/iD3P3dBm4c3ok7ZmzgphGdAPhjZz3dkoyc2C2RHsrNBMp+bZmUhKAyYCy4MGoMhS4Jc9/r8fr3XbXFkHMCyuQBUc+VyQMwZI/d5346YlhOPCM7RRtEe6aaOKNnaoeZuGWOXtZVhK4Mj8RM145tXxJwlKPvcnaH3sGtKC2d0aQNxrb+PYLuhrCu9aHIeL3L0UC8Ro/6TxgjjhS6WpIQgKW1uw73VGQOI5U2D9d+sSbqucMb4IrPVlFj90SVNbv9/GvmxgjDYyuP/LSFimY3AOXNbi7+ZAV7Sgzf+1sjjHgjRoZsgfgRT9Lcou0YsO3CseVzRFMmjUuejDA8ttK4+EnUCd0JNETrKHdEQJK4f9Zmzu+XzntLdkUYHlt5Ye52yprc+9WvjIyMzL5yUIyPL730EmPHjuXDDz/kkksuCRsfr776aq688kqmTZt2MIaV2Qdsbh+vLtiJQoDR+Qmc0yeN3mltIsevLthJrSO0GTW6vBTVOfAGglH9XNw/k2mroxOftDJtTTk7WrKctVLv9DFzQygL9gldk/hmXfTtXyufrCxDKSqYddVgLuiXzqCsOK4flsvqO0YxNMe6X5953wmiyz2exLGvhbRV0gYTN/h+Eke/TO3sa3GV/IQ2fRgASnMO+vwz0eWehH3z/v0+B1w1YQ/LWDi3f4c287jo2Xka8TftIH7U88QNeQhN2mC0WaNJPmUaCWP/D6U+OvucjIzMwaUj2eQv1rStkQl6NUb3dghEH1wAfHXrCLrrmbmxiot66Ahs+6TdfuMc6zCUTm+3PLjtYyb3ija0bK9zkmLSUOf0olO1HYCumraaNyfmo9/+bviZJnUQjs2foUrsSeK4t9HljEOTOgjLwLtIGvc2tT9fQ8Bd3+4c9kQfl0X8yZ9jGvsumvThaNKHYxr7LvEnf46+Aw2p/SHdomXqRQP49KL+HNs5geG58bxzbh++v3IwmXFHnuFJ5tCwttKGXiXuU7KoQ0nQ24R948do04eiNKTuczt97skggW3jhyQa1KhEgaK6g5/xutje+Lf2egTQK9XkGONZJhsf/9GsrWwORwbsTrxeRY5Vj8cffe6pd3qZuaH9c8tPm0POGBU2Tzjj8+6sKGvmzsVmEs9bhq7wCtQpAzF0O5eU077EXTYfd+nccF3Hli9Qx+VFPItEwlu7DteOWfg9+/63v6vRTSAocULXJL5a1/4Z7os15fvcp4yMjMz+cFCuLzdu3MgNN4TEnPf0NBg+fDhTpkR7a8gcGoLAoCwrd4zKY/aWWsqb3ZzfL51Hx3fjXzM34AtKtJ6lJYmozTnDouXF03tgVIssLmlodxxfQCK4x6FckgjfBIqCgC8Yvbnv3j7VrOX9pbs4o1caPVNNrC5v5vHZWxmaY+XkgmRyrNEJDuocXrbXO3l3cQl2r58L+2fSJ928b1mvJYm6325HaUhD13kCgqjFVTKbxsWPh4oDPgSNhaQT3yPod+LeNRfRmIY+9wQC7gZE7T4aRSUpHFIdszjoi3Ez2lZW88NFaFIGokkfDgEvmtRBKA2y4VFG5lDit5XiqVyCY9tXiPoUdN0nU+ZL5Il5VShFgSuOyWZIthVRIRAISogKIND+3z0AUhCpRWtXktrXW1QpggSl2EZMAII+xHa8/FpX5cBu63O900d5k4vs3dclQUQKeGmYfw+iIQ193qkoVD3xVC6hadl/Qtk82XfPRwBDXBaGuItwdpqAIIDOcOAvktItWib1zWB8QTKSRIT0h8w/k3UVzXSK1x9xnq/2TZ+BFESXvX/JYgS1Hl32GJzbv8PQ5SzSzdpD4vlYYm8g6W9ufAToZklicXW0V7nM359gwEvAVoJ9y3R8NWvQZo5El3sSSnN2hGexbw+nCqVC4OkJ3Uk1afhxcw0PzNrEpYOyKEg2hS8tJEmK8mbcHY8/JBMVaKfSpf0SuPsYLa6tn2PIPQGyj8O143uqv78QyR9pQJQkf4cXm6GBfEgE8QZ8rCtv4v2lu6i2eZjUN50+aRbqnB5mb6llROd45u+oZ1VZE/0yLMy84hgEQcDfwYfx7EdUg4yMjMz+cFCMjyaTiZqa6HBcgIqKCkwm08EYVmYf0CoV9E03c9q7bVokn68uJ9Gg5oPz+7Gt1kFCi86HSauiW7IRhRAyGhrUIm+d04drv1iDXiVyzZAcZscI3wY4tTCFnLjI0GGzVsmovATmFtUxb3sdt4/K4/uNseWXz+iZylO/bKXS5mFkp3h6Pz83bAj9ZEUZ92mV/HbdMPrupstS6/DwxM9b+e/8tjDHj1eUMTg7jumXDCJjL6HaCk0chrzTcWydjq0l/GF3dNljUWjiqP/9bnx1bRqYtnXvEjf4fsz9btonA6RCF48+/0zs62PLD+hyx9Hw+71RzwWlPpQ9WwriqVyCp3IJurzTUajlvycZmUOJv7mEii/H42/cFn7WvPJlVIOexKoazn8X1fLukl1c2C+DZyd0545vN1Bt9+I1dUUpKECKvnhRmjuh0FgZ0amJGVvd3JF7Gr6i2N6NoiEFfaeTcax/N3Z57kS+3hIdTpVq0mDz+DGoxajkLEnWBIw9LsFd9jsAnurlmHtfg23N6wQcFdjWvBlRX51zMoI6ti7W3tAbD5b3ehtmrWx0lAmxtsJGbvyR5fkadDfgLJqBJmMkgnr/DXqa9OEhPeiNH5NmPpWi2oNvfCx2NNDHemQm7dkfultSmF2+Faffi34fkmjI/D2Qgn48ZfOp/PrU8AW/Y+t0BPUDIU3lpN7hur3TLAgCYWeL/07syQ+bqsPRWQBTlpVySvdk3jinD2lmLXE6Fcd2jmfe9tge/ycWJAOQbtaiVSpw7+Y9eU4PKw8WbEP67iocSLg0VhLGvIxj89SYfek7TSBgL0Wd1BdvzaqYddTJfVB68/lqo42Lp64MP/90VTkFyUZeP6sXXZOMjHtjUXgun6+uQK8WmX3NEE7slsysGNJXAGf02ndPbBkZGZn94aCEXY8dO5YXX3yRtWvXhp8JgkBlZSWvv/46xx133MEYVmYfKG/2cPlnq6Ju72odXh6fvYVTC5PD3oQJBjWpJg23j8oD4KIBmby5qJiSBhebqu0kmzT0Sos2fGVatJzVOw2rPvLwl2bW8vyphehUIkV1TowaJf1jiDqnmTWc1D2ZmRuquHVkZ276al2UB2az288FH6+gytZ2wC6qdUYYHltZXNLIxytKCXZ0ZQko1Easwx4OCT/vgTbnRARRjXPHdxGGx1YaFz+O37ZvYTwKpY64Qf9CoY3WJtNkjkIdXxhTkDpuyP3Y1rUZGwS1ifjhj8nGRxmZQ0jQ76Zh6dMRhsdWpKX3ck0fTThT5scry0i3aElt8Zx4faUToW+MhFGCSOLxr6OzZPDyxJ58tLoeV+HdKDTR66M2awwB2y6C9lI0WWOiyhWaODT9/817KyMvhgQBnjipgP/7YwePnNiNtxYVh8tuGJ6LVadClzUGVXxh6LN4bfiad6LLHR89XZWRuOGPozfEtf9FycgcAfgDQTbV2I+4ZDP2raGLBV3msX+qvSCq0GaPxl3yC6m6wEEPu5YkiVJH498603Ur3eOSCUhBlteWHu6pyBxA/PZyqr87NyqySPI2U/PDZPyONsNiiknN/cd3ASA3XocoCBGGx1Zmbqxm/o6QsdGqV/PfiT0jJEtauXhAZtjBIdWk4cXTe0SU3zfcjPTHtbRGCwQ9DQSc1Whj7uEWTL2uoH7BA8SNfAZiJLI0Fk7GW78ZMXlAhOGxlU3Vdtz+IDd/vS7CCArg9Aa4atoaHh7XFaMm+rOc0TOV3CNsvZSRkTl6OCiej3fccQerV69m0qRJJCYmAnD77bdTWVlJWloat99++8EYVmYf2Fhli9qIWmlw+aLCmPMTDFw9JJuBmRbMWhWnvrskXHbDl2t5e1IfVpc3MW11Bb5AkDN6pXHxgEzSTBoSYmQW7ZFiZMktI3j+t+3859etPHtKD9ZX2Xh3SQlef5CzeqVxWs9UbvxyLaPyEog3qGh0xw5V3FRtp8bhIcWkIRiUeH1hccx6ENKyvHhA5l7Dr5Vx+WRctJzmFS/h3P4dCo0FY4/LEA1pqOK6Uvvz1e22tW/6JOJmtcNxLJ1JP38hzatfx7ntawSVAXPfG9B3OgmF2kT6eX/QsPhxfHUbUMblE3fMPUiAY/PnKM256HJPwtL/JpTmTvs0noyMzIEh6KzBseFDABTaeNQJhQS9drw1qwEJTcUsBmaOZHFJIwAfLS/l04sHcOvX6/hum4OJhedzzOlDsS19koC9DE3KQCzH3IMqLnQQ6plqYvltxzJjXQUXnjGP4Ka38TsqEAQRdXI/RH0Stb9ch4BA0mlf0dzpbAIbXkPy2iH7ZIy9r+O99QrePKc3by8uYWe9k16pJq4dlsvSXY08e0ohW2scbKq2c0x2HP8ek8/w3HisejWQSeoZM3FsmY5t3TvYNnxAwpj/Q9flHOyr/kfQ04iYNY64/jejtnQ+PP8BZGT2g621Djz+4BFlfAx67TiLvkWTPgxhz+Ry+4EmdTDukjkkONexo74TwaAU9Q53oKj1OHAH/KTo/v6XnZ2M8ehFFYtqihmZKq9jRwsBeylBT1PMMl/9BoLuOmiRKDJrVdw0ojNDc+JZX9XMp6vK2u33pXnbOb5LIla9mh4pJtbeOYov1pTz/aZqnN4AT4zvzsBsC3G60JlHqxI5t2863VNMvLu4GKNGSaJvO55gpJRK/fx7SBz7GrqcE3BsmkrQ24w253iMXc+hacNU9KNex6bPw3DGAlj3Ip7y+Yj6ZEw9r0AZl49ozOLNtRIjO8dj9wRYVd7E7pHabl+Q8ubYiWPWV9pw+wJ8fdkxTF1Ryi/baonTqrhjVB5juySSbDyy9HFlZGSOHg6K8dFisTBt2jS+/vprFi1aRGNjIyaTiYsvvpgzzzwTne7ICn/5J2GLIYI8snM8/xqdz/pKG6/+sZORnRPonWYmM06HSqkgP9FIplnLzgZXhJZJo8vH2VOWMTTHysUDMhmUFcegLAsGtZLyZjfLdjXgD0j4ghJzttUSCEqcUphCvE7FaT1SOLdvOplxWoZmx3HxgEyCkoRBJfJrUS23j8pj6a5G1pbbmHnFYN5ZXMKXa6PFkWtsXh5avYkL+2XQ1I6REsDu8UdpULYiSUH8tl14KhbjqVmDMqkfUvcbaMq9mTSzBmnHdASFSNBnI+hrP7Qp6I7UwJQkKdRv5VK8NStRJ/VBkzoYpSkLQRBQWTphHf4YlgG3IQgioj4p3FaTOojk8R8S9DsRlDrEFg8ozZnfIwX9KDRWFEr55UBG5lAjEQRRTcJxL6JQGfBULkGhsWId/ii29VNw+5oiPCNsngC5Vh3/ObUQX0AiyazBZc4m5bRBSAEPCpURl6Mee9EsvFXLUMZ3x5I2lF5pRrQaJ1L2GFxl8xE1cWiS+2HbMAUCXiTAtvJlmo55jyrNSAwq+L9ljRxXouPO71aRatJwYf8MzuyZSrxBzfY6J00uP3FaJRf2y+DUwhTUSgXx+shLIqUpE3P/mzF0Pz+U1AIzxB+DJWscUtCPWmdFo/lzBpM6h5fSJhffrg95mJzaI4VMiy58UeUNBChtdPPrtlq21zsZ2SmBXmkmMizR7ww7651sq3Xw4+ZqkowaTumeQqpZE/V5ZP7ZrK2wAdD5CDI+Ond8hxT0of2TXo+tCKIaTfpw4rctwOPPobTJRbb14HzOYnvo/ebvnnAGQFQoKIhL4Y+qHdzVa/Thno7MAULyuzou38MjMtGgZnxBMr3TTHy+qv3kK3avn0aXD6teTVmzm5VlTTS4/DwzLpueFgee4o/xLGugKmMsXl0OLjGB5bvqGZXm5qU+mwnUb0Ct6I5lwmfU/3E//satoY4DXmp/ugJ1Ym+SJkxFoTYhKHVU1dWiLLwG+44fIPgTmk6n4O79CGJvP2oxgEKtxaZMxBuALGsjfdMtxOtVPH5SAe8uKQknuvN2oKsPoBQV5Ji1PHdqIU5fEJWoIDGG08jeqGx2s63OwY+bakgyqjmpIJk0sxaj5qCYGGRkZP7mHLSVQa1WM2nSJCZNmnSwhpD5E/TZI8z5mOw4bhjeiXOmLAt7RD7zaxHZVh2/XDuUvAQDAFq1kgSDmr7pZlaVN0f0sbC4gYXFDSy9ZSRGjYqlJQ00uHxsqrZT3ODi5d1CoR+fvZXTe6RySmEyV01bA8CZvdJ45cyepJq0lDa6eOSnLawsaxtDIYT0WIAIA6RVp6LK7uGxn7cydWU5dx2Xx9ftZNA+tTCFeH1sDTBvzRoqvzgh4sZUoUtEO/Zbrp4R5MNxg6n55lSM3S9Cl308rp0/xOzH2PWciJ99dRuomD6W4G4ZYRUaK6lnz0aT1Cv0s6hG0U6WS4XGjEITGQIu6hJj1pWRkTk0KNRmUk6dTv3v/8ZbvXu4k0D8qOcJWAez6re68NMze6Vy9gfLWLarbX0ZkmNl2uQBZFisOGo2UvfVOALOtpAvQWVi8PkLqfvpWrwV8yPGtw5/AqHwYuwbPkSRdy7/mrWNXqlmFhQ3MLeojnP65SIqBCptHp6fuz2ibbxexZBcKwJC1F6wO4KgQKkPeYi0qTP+taRWNXYPD8zazJu7hXs/+ONmrh2awyMndiNOq2L+jnpOfnsJ3pZkAE+xjc4Jen6+ZmiE59qOOgfnfrQ84ju95/uNvHF2byb2TPtTByiZo5O1lc0k6FVHTOIhKejHse0rNMn9D4hkijZtGKk7QutQUZ3zoBkfS+yNACQfBWHXAIVxKfxQuhFJko64REQyfw6lOTeUrFEKRJUptPGIMaSOAFJNWs7pk8bSXY0xy8d1TeK534q4akgOJ7yxiDqnl5sHJ5JcPZuqb+9oq7j8KcT0Y3H1/z9OTrXR8PV4PN7dzjK6JJJOfIfa2dcRsLd5WkoBNwq1GaUhhebGKpRb38Sx8sVwuWvVkyjyzmNh0u08t7iZM3qm0jOtiUd+3MKKst3OLbudlb5YU4FVq4rSnmxFrxapsnn4cXM1t4zovG9JOWNQ1uRi0gfLWVjc5nxx24z1vDOpD2f1SseklQ2QMjIykRwUzUeADRs2cOuttzJixAh69+7N6NGjuffee9m1a9908WQODqkmDVcPyQn/fOdxeVz1+eqozamkwcV1X6yh0dV2U2hSizx+UkFYz2x3xnVNwqpXUd7k5r2lu/h2QxUZcboIw2Mr36yvpNntp0dq6MX7y7UV/Ly5Bq8vwHO/FUUYHiGU7OaWr9dx+TFZ7P6O+NC4ruGD7LZaBwa1SGFK9IuxSaPknrFd0KmiN0G/vZzqb8+OCtUIumrRLric58eaqZt1MUFPI/aNH2Luez2CGL1Jq1MGokpo03jxOyqpmjkpwvAIIZ2X6m/Pxu9o/5ZVRkbmyEVQGXBu/24PwyOARP3cO9BqdGEv7Byrjqw4XYSRDGBRcQP/98dO7E2VNP50SYThEUCbPgTH+nejDI8ADX/ch6HLWSit3QkmD2NFaTPDOsUztyhk8Px2fRV3joodSvjA8V15bcFOzpiylPKmjr1EDjTLS5siDI+tvL6wmJVlTZQ1uzntvaVhw2Mr2+uc3PL1WppbvlOXz8d/5++I+k4lCa6ZvoYqW+wwM5l/JmtbMl0fKbhL5xJ01aHJGHlA+hPUetJTO6MgyNbq2CGnB4JdjgY0ChGL6s8ZKY40ellTqfM42dwUOzmmzN8PUZ+CZeCdMcviRz2PaIidLEmhEDinT3rMpJQpJg2j8xMpSDZywccrqHN6UYkC1/VRIS2+I6p+oHwe6TVf4F71ApJ3j7OMq4b63+/F0u/m3Z4KJIx+GWVLOHiwcVOE4THctuhTBqg38cyEQnY2uPhuQ3WE4RF2Pytlo1Up0KtF7hqdF/Mz/+u4PN5fuovHft7K1j+ZrMoXCPLqgp0RhkcI7cWXf7a63ZBvGRmZfzYHxfi4cOFCJk2axLJlyxg1ahSXXnopQ4cOZd68eUycOJEtW7b86b5fffVVLr744qjxzjnnHPr168eJJ57IRx99FFEeDAZ5+eWXGTlyJH369OHyyy+nuLh9fcCjmTidikdP7MY7k/owINOCwxvA5okOxQaYvaWWGntbQpcqh5c3Fxbz5aUDGdslEZ1KJNuq46FxXbl6SA6ry5tpcnk5s1ca/mCQhTvrSTO3hQYnGtQUJBsxaZR8sLyUSX3aXgSen7udMpubt5eUkKAP1TNrleTG6+iSaEAQBFaWNTE4K46BWRY+ubA/neL1/FbU5mF089frePH0Hvx7TD5JRjUGtcgF/dJZcsvIsAfnngSc1fhtJTHLfPUbSVLa8TfvBCDoaaJx8RMknzoNfedTEZR6RH0KcUMfJuXUaSiNaeG2QWdNW2jFHvibdxBwyi+8MjJ/R4LOamzr3mmnVKJ5+4+Mzkvg2qE5fH7xAJ6es5UuiQZyrDq6JhlQi6Ft99UFO5HcdTEzWRq6nI19/ZTIh4KIMq4LSnMurrI/sE6cxVurvXx92SAe/nEzerXI2b3TuGlkJ247No8PL+hH9xQjWqWCUwuT+fXaoTi8fuYW1VFt99IUQ4LjYNHs9vPcb9EJelp5e0kJayuacXqjPVYAvttYTY3dC0B5k5d3l8ResyWJdr3fZf6ZHGnGR8e2r1BZu0a8L/xVTFkjSFI0sHHrqgPW556UOBpJ1pmOGi/BwrgUREFgXtX2vVeW+VugUBux9L+FpJM+QhXfHUHUok4ZQOqZs9B3noCgiE6u0kqOVc/vNwzn+mG5xOlUWLRKLhmYyfvn9eWmr9aRbdWzqdoOwLGdE9CVftFuX661r6HLDiWSUWjjUVkLwsnjfHXrQnNT6tBmHkfaeb+jSRsSaue24Vzzv3b71W15hS5mLyd2S+ajFaFkSRqlgm5JxrDhNCjBitJGVt1+LMt2NaIWQ/rPvdJMaJUK+qSbefucPrj9Qb5tSbDz9uJivO3kAuiIapuHV//Y2W55LKksGRkZmYPiD/3iiy8ycOBA3njjDTSaNuOT2+3myiuv5Nlnn+Xtt9/e737ff/99Xn75ZQYNGhR+tmrVKi6//HImTZrE008/TXFxMQ8++CA2m43rrrsOCBksP/30U5566ilSUlL4z3/+w1VXXcXMmTNRq4+e8KxgUGJXk4sNlTZ2Nbnpm24mx6ojxRR5mxfSOUliUHYcq/fwMtyTaruX+TtKGJobj0ohMGNDFX/sbODSQZlMHpiFRaMk0aBifZWdwhQjDn+ArDgdk/pksLKsiQdP6EpeggFvIEiV3UN5k5u8BAP+oITd0+ZVWef0IgBvndMHjz9IrcND33QLerXI8l2NdE404PYFGJgVx+LiBp6fu43LBmVHzLXe6ePiT1ay6o5R3DA8F0kKhWYbOtAd2ZtGjCIQWe6pWET19xdgLLiAhDGvoEkZgMraNeqlRgp0fOO357hBv5uAowJv9UqCnkbUKYNQGtPkMGsZmSMMSQogdaD9qvOHNGsbnF58AYl7jsvhmEQ32uZ1eJx12Iy9mV2m4rYfK9pdJwS1kaCn1ZtAwNz/VnRZo/DWrkcQ1ahTBuET9fxrTDJKQeDrywYhSWDRKKl3+1he2ogCmD55AOmqRqTm7XjqptM7rys33NObjTYTc7bVsr7KRu+0kLTD/B31GNVKBmZZSDNp0akj1zR/IEhZk5u1lc2UN3von2EhO05Hsilae3ZHnYMqu4fFJY2kmjT0z7BQ52xfk9ftDVDr8HbwnRP2iAxIEnZPbCMlhA5EMjIQ0rjeUe/i3D4Zh3sqAPjqN+Gr34yxx2UHtF/RkEKKdhubd9XvvfKfpMTecFToPbaiV6rpYk5iXmURV3cbcrinI3OAEHWJGLtNQps5CoI+BKV2n9+jc+P1XHFMFgMyLSDAz5trOP3dkDe+bzf9RJNGicpTRXu7UMBdj6hLJGn8FKRggIBtF0pLJ6SAh4YFD6LQWkm9eB1KUUXA20TT5un4g6BNHw7u2nbnF3DXY3O6yDDH4w9IPHVyAd2STWyotGHVq0g3a/nv79uxuf2kGLVcMzSHGoeXQEAi2ajB5vZT3ODiqTlbKapzYlQr+eLSgZg0St5YtJMEvZqBWXFkmDUYNHuXqQhIdHiJWSFHIcjIyMTgoBgft2zZwn//+98IwyOAVqvliiuu2O9s11VVVdx3330sX76cTp0is/u+/fbb9OzZk0ceeQSAvLw87HY7Dz74IFdccQUA7777LnfddRejRo0CQsbRkSNH8vPPPzNhwoQ/+zGPKIJBieVljYx7Y1HEZjAg08KXlwwiy6oL11tZ3sS4Nxbh9gf47brh7faZZFRTVOfgis9XA6EQ7VfO6MWNX63l+bnbuWF4LslGDY/P3sLUiwbw4KzN3DCiE6/M3xT2SOySaODF03tw6aerIg6XBclG3pnUB7NWSbPbz/n90mly+7ntm3VU29vqdU0y8N+JPTn/oxWc3TuNAZkWHv5pC2f3TosKzwYYnZeISa3s0OC4O6I+pV2NGEHUhm4rFUrYLUud5LVhW/MG9vXvkzF5bczbVIUuCUQ1BGIcqBUqRH1y+Megz4WrZDbV358fUV+fP7ElHCO2JqSMjMyhR6EyoE4ZgLdqecxyW8KxfL+xmi5JBr5es4H/DKzF++XFeAIho5gKOCVnAgMvfwqFVoOgMkQZM701q9GmD8dd9jvxo/6Dt3o1Vd9MbKsgiJhGvUyg05lYLQlkWHQEghLLSxs58c3QHjCqcwLfTkqk4esJ+JtDnv5OQDRm0vP073lsYyM/bKrBqBF599y+vLmomCUljSgVAu+d15fTe6SGBeP9gSCLihs4+Z3FEYa/4blWPr14QERCmB11Di7/bDVzt7d5pU/smcqJXZNYXR77sqtPhoXMuPYT0aWbtZhbtKMMKpFBWXHt63N1S475XOafx7rK0O9b54Qjw/PRvu1rFLoEVAndD3jfGRY9RTU+vLXrUCf2POD9lzgaSdLGjiD5u9InPp1fK7bJuo9HIa1hzPuLSaviqmmr2S23Zqg/hQKNUoHHH2RVeROOPuMRN38Usw9N5rGIpmyqZ5xBYDeJJaWlM4nj3iHgqsdbsx5RpaPux0vC5f6MkWizj8dTviBmv4qM47FJRn7bXsuXlw7kpXnbuef7TeFyrVLBG+f0ITtOyy1fr+XpCYVkWHS4vH6+XlfJ+0vbZM8UCvj9xmHc891GZm1ui8TSKBVMvbA/Y7skYtJ2bIA0qkWG5VhZsEfYdSsnF/w1nWgZGZmjk4MSdp2WlkZpaWnMsvr6euLjY4v+tsf69euxWCzMmDGDPn36RJTt2LGDgQMHRjwrLCzE5XKxZs0aNm3ahMPhYMiQtptNs9lMYWEhS5cu3a95HMmUNrkY/+biqFuo5aVN/Ou7DdhbQqvLmtyMf3MxDS4fZ/RMo6jOwamFsTeIe8Z04e3FbeFtz/1WRLpFQ1acDqNGZEx+Ig/9uJlTC1P5eUsNVr2a2VtqIkKh7xnbhaunrYnyatlUbeeBWaFkAzqVyEX9Mznt3aURhkeALTUOnvplG9cPy+XtxSX4AhK90kxcMySHqavKIupqlAoeGNd1nw2PAKI+GXOE/kob5r43IPmcmHpdE7Pc1Pd6BGXsQ42oTyZu4L9illn63xYyerYQsJdRPXNSlKHSue1r7Bs/QZL2PxxCRkbm4CCp41EPeQaIPqyKCX3Y5MlgfEEyt32znkdGmJHmnI8UiPTGCxR/R+eGrwmqk9ANvD+qH9u697AMvg9VfHcQROwbP9xjEgFsv92A0tl2mChrcjH+rbY94MOzsmj68aKw4TE8tr2Uxu8n8fapIdkLuyfAZZ+u4l+j8wHwByUmT11JSUObd3Zpk5uT3l4c5XH4x84GHv95K25f6LnN5eWledsjDI8AM9ZXMqZLInExkn7E6VSM7BTPkpIGTuyWFFUO8NxphaS3COJnxOl49pTuxJAepmeqKabur8w/kzUVzYgCZFvbN2wfKoKeRtylc9GmDUUQDvyrd2ZiAiWBNJrW7H9U0b6w6yjzfAToF59Bpcsm6z7KhNEqFVwyMCvq+acry7ijRUt5Z72LEkUByrj86A4USsxDHqPulxsiDI8A/qbtNC58iKC3icY516LUmBHE3aIDy35HmzIg5LywB4LKiL3zlXyyqpquiQb+2FHP7K2RXpJuf5ArP19FslHDB8vL+GB5KcGghE6t5O7R+ehUbY4Sd43KY9rq8gjDI4DHH2TSh8spbdq716JFp+LR8QUx9+LCFCP5iUfGpY+MjMyRxUHxfLz77ru5++67MZlMTJgwAVEMLXjz58/npZde4uGHH96v/saMGcOYMWNiliUlJVFREbnAl5WFjFJ1dXXh28y0tEh9neTk5Kh2uzN27Nh2yyoqKqL6O9xsrrbT4Iod1jZ9TQVPnFSAUaNka62DgCShFhWc1jOVKz9bxWtn96Yg2cjbi0tocPnITzRw13F5bK6xM39HZBjPawt28u3lg/h4RRnTVpcDcFbvNK6atpo3z+7NNdPXhOtqlAoMarFd0eE522q5e0w+ozonUNLgYldj7BDoedvruL1l039nSQmfXTwAvUrkrJ5pfLq6DF9A4ri8BF44rQf5++nhoFAbiRt4B0pLJ5oWP0nAWYlozMDc90YAAq4aVHF5WIc9SvOqV9vK+9+CoFARdNeCIdrTRqHSY+5zHUpjBg2LHiPgKEc0pBE3+D70+RNRqNrm6SiaEdPzEqBpxQsYC85DaYwtlC3z9+Tvtr7ItFFp8/D4YhX3nPQzypX34q1cgqDUoet+GU151/PR781Y9VUMzLKgq/q53b9tx6r/Iuafz07rRDqPSca99BH8thIUuiQ0/e6kSZNPwkkfU//T5e3Oxb7uTTQJL6FWq9lYbY9IEGamkboYepIAvoZNmINt3goOb4Bqm4cMi5ayJjeSBJ+sKOXxk0MeWitKG3G0o8f4/rJd3D0mn9x4PeU2L+8ujU4qF5Tgjm838OPVQ3hi9hZmtmhNnVKYwgMndOWSqSvZVutkyvl9KUwx8e6SEprcfromGXhmQiGj8uIjPJN6p5mYfc1Q7pq5geWlTehUIhcPyOBfo/Pp1I6+7z8FeW1pY3V5M9lWfVhn9XDi3DkLBAFNyjEHpf8MkxK3pGbbuu9IOPYpFMoDZ3D1BPxUue0k6/56du4jiZ7WVFQKkZ/LN1MQJ3tM7wtH+/pSbfcyONtKVpyO1xfupNruJduqY0iOlV5pJnKseh79eQvnf1XBnIunE1/0Mp7NHyMFPKhSh+Dt9wRNfjXe6tiREZ7KpVhUISO+o2gGupwTcG6fGS6vm/cvkk/9goYV/8NT9CVIQVRZJ+Du8wgXz6hjU62La4bmcnlLRNqe+AISP26u4bZjO/H83CIu6p9BukVHXoKeRTeP4PYZ6/llay1n9k5j/JuLY/bhD0p8t7GK7ikd/71X2ty8t7SEzycP5Ok5W1m2qwmtUsF5/TI4u3caP22uIT/x6LqwkJGR+escFOPjo48+itfr5e677+bee+/FarXS1NSEz+dDkiRuvPHGcF1BENiwYcOfHuvMM8/k7rvv5uuvv2bChAmUl5fz0ksvIQgCXq+XYItOx57ajhqNhqamg5cZ8FBT3oHOVSAo4fYFaXB6MWuVPDOhO3E6FXkJejIsOiZPXcm/x+Qz+5qhSEj4AhJuf5Cft7TdiJ3YLYlrh+bi8Popb/Zw7dCc8OanVAg4vQFUoiLigGpQizR0oPMFIdfbG79ax31ju3RYz9Mihlxp82DWqEi3aHnt7F48dlI3ghJYtEqs+j+n3ynqkzH3vhpD3qlIAS/e2vU0LX0aT+USkk+eSv3c29GkD8M67GFEUzai1oq/uZigpxEkiaC3GYXaHKPfJIw9L0fX6SSkgAdB1CAa0qLCe/xNRe3OLeisRmrHeCEjI3PoMWDjtgEaAq5KDEOeRqtNZFujxHur7Vjdfh4a15V7vt+EVadG6SqmPUWkoLsOgQBD39zARf178MAJP2JRBXAFRZ5Z6uS/n6+m/K5eUd4TuyM4duHze1Gr1ZTv4akg+TrWsw36HIgiBFqWlyq7B6tORe80M1cPycEbCPL9xiryEg0oOghJ9PiDYT1GXzDYrpFyfaWNHzdV88H5/al3ehEEsOrUvLZgBxuqQkL+F3y8gvHdknn5jF5olQrKm9z0yzQTp4tc2616Dcfla/jq0oHYvUFEAdLM2nCYuIwMhDwfO8Uffq9HSQriKPoWdVIfBPXB8QbKMIb+Rnc4TfTa+iXG7hcesL5LHY0AR53no06popc1jR/LNnNT4YHJPi7z96bR5eXaL9ZwbOcEnjq5O0aNkjqHl3eWlLC8tIkNd41i/g3DcfoCeP1B/P2fJHHgv1lb0cjSigAvTm/g54mVtJ/aBgiGopwCzipEXQIAglJP3DH3oE7sib9xK/o+N6Ia8CAlzX6+3erklQ9qqG85TwUkqUOtxV2NLk4pTOGl33fQmkdGKSrolWZm2uSBNLp8ePzBdh1WgIjIh/YIBOHjFWXM217P1UOyueu4fAJBiRnrKznz/WVcNSR7r33IyMj88zgob+pnnnnmweg2JqeddhqVlZU88sgjYUPnXXfdxb///W9MJhMeT8go5/V60WrbEq94PB50uvZfSn/55Zd2yzq6+Ttc9Ept/4Yq2ahBrxa5etpqvljblgk0zazh7Ul9mLe9jhSjhuGvzMfdslOpRIH7xnYh26qj2uZlcE4cF3y8AldLeN0JXRMZ2SmeuUV11Ng9dE7QU93yv9vrnAA0unykW7TRE2rBoBZpcPvY2eAkxRydtKAVnUpEbPHrH5oTh0kT2tb1aiXZ6gPzKywICpTGkCi9u+x3PJVLQs9VOhAUeMoXoFAZMHa/iOrvzkPytmiXCQrM/W8lbsAdiPoYoRKCsFevRV328djWvhWzTJ3c/4B6MMgcGfzd1heZEH57BZ7fb0Fd9DUANkA0pJM4+jN+L3GwsaqSUwpTGN8tmad/3YZn0EhEXo/ZlzqpDza/Co1SwUcryvhoRVlUnaDSiDJlMIEdM2L2IaSPQaMOrbGtiWNaUWjjo/Rq2xoqUOoTCQTawqO7p5gYnuume4qJ8z9aHrEXPHVyd24f1ZkX5kZnhs20aDG0JKfRKsWIPWBPBmRaMGuVYf1GgEFZceH/L0nww6ZqfthUDUB+ooFJfdtfPzPj5LCuPZHXlhDBoMTaimbO63v4k814qpYSdFaj7XbeQRsjxSCgEGCX7hia1717QI2PJUep8RFgUGImH2xbjsvvQ6fce5KNfzpH+/rSql88b3sd8/aQD9GqFGiUSu6ftYmPd9uvnzmlO9NX28I6xF51FjoEYA/hSAhpwStCv2ealIE4d3yPIGpIOulDmle+TMOCB8JVleZOmEd9ypTVTWHDY16CHkmS6J5iZGPLpd2eDMu1Mq+ojo8v6IdeFen1HadTEadTUdLgpFeaibUVtph9HNs5of0vqQW9SkHfdDOrypt5YNbmqPKxXeSEmTIyMtEclFiUG2+8cb/+/VWuvvpqli9fzq+//sq8efPo2bMnkiSRk5MTDgGorq6OaFNdXU1q6tGTyCMzTseITrG1NN85tw//98eOCMMjQEWzh2umreGU7qnc+s368GETQq77D/+0hUFZcVw4IIObv14XNjwCzN5ay7DceMxaJW8uKuFfx+Xz5qJi7h7dpoESlAglQGhHx+v6YblMXVGGJMGmKjsTe8b+73Ht0Bw+W1WGqBC4e3SXvYog/1W0mceFNRmdO3/E0O08QMDc7yZqfrqyzfAIIAVpXv4CruKf//R4mtSBiKZojRmA+GP/I2e8lpE5Agj6PTQtfwFXi+GxlYCjHOXsibw+PoHOCXpy4/WMzk/E5QtQKnZDac6J2Z+372M8v7iJG4bnxiw/o2cqCpUB8+D7Q0mx9kChjceYfzpKZciQlxWnY1iuNVxuE6xoCq+M2bem28XUBS3hn/umm2l0+RhfkBJzL7jz2w0MzbGSZIz2Ln96QvewHmN+ooHHxxfEHLMg2UjXpGjjRUGyiW4xngM8d2ohaeb2L7BkZNpjZ4MTmydwRCSbcRZ9i2jKbHefPxCoFAJpBoFdmv54yn7H1xR9UfBn2dVqfNQdfcbHIUk5uAI+ZpdvOdxTkTkCSDaqmdQnduj4/yb24qMVpRGGRwgZKh8+sWv45883+xDzzo3Zh6nHpTi3fYVCm4AmZQDeqmUYCydj3/QJ7tK5EXX9zTvQzp3EK+PbzgB3j87ntQU7eaKdfTYvQU+neD2P/LyVWoePBEPsiLBsq54nT46d+KpTvJ7+mZaYZbuTaNTw/Gk92ulfx8DMuL32ISMj88/joAnhuN1uPvnkE+644w6uvPLKcGi039++q/if4eOPP+ahhx5CoVCQkpKCKIrMmjWLzMxMOnXqREFBAUajkcWL27Qtmpub2bBhQ1Simr8zyUYNUy/qz+XHZIX1jZKMal4/K6Tn+NrC4pjtju2cwBsLd7bb77uLS8IaYLsjSfDv7zby5SUDMWlFNlTZuGZIDiWNLl45oycZLR6Pz/5axF2j87l+WA5aZWhe8XoVD57QhTSzlhkbqjirVypn9U7j/87sxS0jO4VFkeN0Ku4b24VO8XrWV9r4+ML+TF1ZRp0jRgbpA4jKnE3qOXPQZh+Pbc1b6LKPJ/64F3CXzoNg7DCFxiVP4ndU/anxlKYs0s7+GV2nCbQmsVCaO5Fy+jdokvv+yU8hIyNzIAk4K7GtfTNmWdBdRyexhDnXDiXDomPmxiqmnNeP/1vpwXbsV6hyT4GWJBNKcy7G8dN4cb2Fl3/fQdckI4+N74alxRtQpxK5YXguL5zWg1SzjqApj/iJP6KKLwyPp84YRcKZv6Axt4U1JZs0fHrxAC4blIVKFKhwiXi6345u4L0I6pBnvKAyou13J4E+97OhNiSZcX6/DJ49pZClJQ18tira+7KVtxYV89RJBShbvNDTzBqmnNeX8QXJEVISw3OtvH9e3/AeICoEzuiVyjeXH0NeYrQeY7pFy6yrB3NOn7Swh3umRctnF/fn2M77l5xORqaVNRWhS8K8w6wB6ndW4alY0pJo5uBmVE4zCOz0pyMo9dg3fHDA+t1lb8Sq1qERjz5Zg2yjlSxDHN+UrD/cU5E5ArDq1bx4ek9uO7Zz+Cxi0Sp58uQCRucn8OK8aKP+Sd2SmbWphnfP7UvnBD1Pzqtic/a/UPe+NZyUUlCbsQy4A3VSH7zNZShOmkWDkII6qS+63BNxbvs65nz8zcV01TeSn6Dn7Ul9WFPRzBuLShAEgU8u7B9OpqUQ4LTCFL6+7BgmT10JwLO/bqOyA0muQZkWPrt4ADm79XFqYTI/XDWYzvu4bg7ItDDj8mPIjd+9jxTmXDuUzDg5aktGRiaag/ImUVpayuTJkykvLycrK4uEhAR27tzJN998w/vvv8+UKVOwWPZ+q7Iv5Ofn88QTT9CzZ0+GDRvG/Pnzef3113n22WeBkNbjRRddxHPPPUd8fDwZGRn85z//ITU1lRNOOOGAzOFQ4A8EKW92U9OSDTrZqCHNrEG5m5B6hkXH/87oyX3Hd8XjD2BUK0k3a9lW58DZjg5XqlnDwp0NMcsAdja4YkYOQOjl/p7vN/HFJQOocfgACa1SBCTGdknC4fUjKgS0SpE7R+Vx04jOeANBtEoFKlGgye1n3Z3HoVRArcODRavivuO7cFJBMk5fgIQWDcdqu5crB+dw/w+baHb7uGt03p/6DvdG0Oci4Kwi4KpBUOpJPOFNCHiQgn5EfSp1v7bvpetr3tmuYXJfUFk6kzR+CkF3LVLAh0JjQWk4ejxzZWQOBy5fgEqbhxq7B41SQZJB06EUREdIfg+Sv30dJJO3FItVjz8Q5PftdTz9yzauHJzNdm88Of3/R+KgJ6l3ONhhU+L1JvHKkpAg/bXT17Dj3rFM6pOO0xdApxRJt4T0C92+APUeEYVpAOZTvkfhb0JQiPiVcRhjJEjIbNkD7j+hC2WNbrq8vpbHx03i0jMuQq9wo1KqcLi9NNlq6JWQyro7R7W0FLhrdD6Xfbqq3c+3o97F6PwkNv97THh/ybBoowwqWVY9F/bTMCzHit0bQKNUEK9XkWJq/3vPsep5Z1Ifnjq5O95AEJMmtHcdbGONzNHL6vJm4nRKEvSHN5TWueN7BKUG9SG4SMwwKthQH0Tb41hsGz4ibsiDBySzdonj6Mt0vTsjUjrxdfFaXht2FipFh2p9MkcJkiRR0eym2u7FFwiSZNSQZtKgUYmkmbXcPSafSwdl0ez2E6dTkmbS0uj2RSR1ayXRqOHGr9bRM9XEnaPySDSqcSgUzDFeQ5cxF5FhkDBqtQQQKWqw4+gxgsSAH03AjWXsByhwtJuYDiBRqOPVs4+l2uZhVF4io/MTWbqrkV6pJr65dBCeQBCVqGBjlY0T3lhApS10TixtcuMLSNQ7vdTYvTS5fVi0KpKNaqx6NckmLef0SWdApgWbx49KVKBVKmh0edlR7yTVqEGn7vjvwaxVcUphCv0zLDR7fKhEBUkGNeaDHKEmIyPz9+WgGB+ffPJJAL766iu6d29z616/fj033ngjzz77LE888cQBGWvw4ME88cQTvP766zz++OPk5OTwn//8h5NOOilc5+abb8bv93P//ffjdrsZNGgQ77zzTlQSmiMVh9fPz1tquOKz1WGBYKtOxTvn9uGErkkYdtM91KmUdIqP/M+qU4kkGtTUxvAY3FbrYFBWHAuLYxsge6ebUXTw7ppj1WHVq6lz+un3wjwSDWo+OL8fj/y0mcUljQAIApzbJ50nTirgqulrmb+9nni9io8u6M9jP28Jjy0I8NDxXVEoBB78MVo/BGBctySMB0jncXcCrlps696jcdFjSIFQ4galOYfkCZ+hTu6LICjQZhyLY/NnMdurE3shKP9aeKCoMSNqohPXyMjI7D91Di9vLy7mkZ+2hMOIc6w6pk0eSL8MS9jLbl9RqHQotAkE3XUxy9VJvYCQsPvITgnMWF/FM79ug18j6x3bOZ6hOW17T7JRjagQ6BIfebivc3h5d0kJD/24OTz/bKuO6S3zbw+9OrQHuLxBJAke/Gk7g1Nyyd/5DP6izwEJDaBIHYR/4Bsc92EZpxamcEbPFHqnmdvdC/qkm7HqlMTtQ2IvURTJbyeUuj2MGhVGjXxgkTkwrC5vpnO84bAasKWgH9f279Ek90cQ29e1PlBkmgS+3xFElXUirp2zcJf+ji5r1N4b7oUSewNJR2HIdSuj0/KZun0lP5VtZkJW4d4byPyt8QeCLCttYtIHyyhtSdSmU4k8eVIBkwdm0uz2c8mnK5m3vT7cZmLPVF44rQed4/Vsr4/UNN5Z76Rnqol1lTau/3Jt1HjPnVpIZbOHJo+by3qoyN1yH76doQzXTYB24kwEpa7dy027OpNT3lgSTuzWStckA3eOyuPq6WtititMMRIISpz/0YqIBKInFSTzxtm9w56JuVY9ayqaOfWdJexo+WwapYJ7xuZz/dBcEo17X7vSLVrSkSVSZGRk9s5BCbtevHgxd955Z4ThEaBHjx7ceuutHQoW742nn36aDz/8MOLZGWecwY8//sjq1auZMWNGhOERQgehu+66i4ULF7Jy5UrefPNNMjMz//QcDjXbah2cNWVZRGayBpePs6YsY1utY6/t081aHhzXNWbZlhoH1wzNCYdq745CgMsGZdEz1RQOmd6z/L7ju2BQK0kzaxiWa+WhcV25+7sNYcMjhEK0P11VziM/b6FbYugF9oHju3Lv9xsjDrqSBI/9soUzeqWFExjsyX1ju2DRHfgDqqtkDg1/3Bc2PEIo3KHiixPwN5cAoMsdh0ITF7N9/IgnZW1GGZkjiF+21nLP95si9AuLG1yMeX0BJY17z+S4J6IhnbjB98UsU8Z1QRXX5pF9SmEKpnYyL99/QteIg8BD47qFNRN359dttdz93caI+Ze0zr8hdkKX3UkyqjmndzpXDkwiv+wV/EWfsbsbu6dyKeaFk3njlFQmFKZw5pTlTOyV2u5ecPfo/H0yPMrIHAmsKmsi7zDrPXoqFhD0NKJOG3pIxsswKvAFoUzVHdGQjn3Txwek32JHI0nawxu+fjDpbIwnz5TAlK3LDvdUZA4BxY0uxr6+MGx4hFCUxG0z1rOjzsl5Hy2PMDwCfL2uknu+38g75/aJ6u+dxSXtRmQl6NXkJxq4cEAG/ZIEMrc8EjY8tmLfMAVTr9j6zOrUQWhMGfiCwaiy0iY3o/ISYmoxAzx5cncen7054n0DQkndrp2+hgZnyCGlpNHF6NcWhA2PAB5/kId/3ML3myLzJcjIyMj8VQ6K8VGn0yGKsY1HRqMRaU8BQZl2cXkDPPdbUZTmIoSMdc/9VoSrnZDqVkSFwLl90nny5IIIo97ovARmXnEMeYl65lw7NOJFPStOx5Tz+lFl85Adp2fOdUPJ302vK8OiZeYVg+nS8izZqGHqhQPITzC0mz1t6soyTu6ejKgQyI3Xs6q8OarOmPwkZm2q4uML+1OQ3HbTnmrS8ObZvZmzrSa8YR4o/I4qGhY+HLNM8tpw7ZoDgNKUTdo5c1An9g6XK3SJJI3/AHVy/wM6JxkZmT9Plc3NA7M2xSyzewLM3uNlfF8QFCLGbudiHfYogqptLdRmjSb1jJkoDW0i9XOLavn4wv4UprStYclGNa+d1Ys/dtQzoTAZo0bk6QndOad3Goo9vDCrbG7u72D+ex4mYpFk1PD0hO7cOdiEf8uHMev46tYxJMnN+0t34Q9KPDNnGx9d2C9qL5jRjl6jjMyRSLPbx84G12H/nXUUzURp6YzSGDuBxYEm0xRaR7Y1BNFmj8GxZTpB394vKjpCkiRKHY2kaE0HYopHJIIgMD6jgBm71lPhjH4vlTm6mLG+MiKBZiuCALVOb4TzxO5MW11OqknLi6f3wKxtu1xMMqrpnmzkfxN7Er+bzEO/DAufXNiPRL2arklGJvfQ4tvxTVS/ji3TUccXYhlwO4LYehEpoOs0geQJn6I3p/LVJYNINbV5IBYkG/ntumF0itfz23XD6L9bNIRVp+Ktc3rTPcXIe0tLY36W7zdVU90i4/X79jqa3LHzMTz042Yqmt0xy2RkZGT+DAcl7Hry5Mm88MIL9OjRI8LDsLGxkddff53JkycfjGGPShw+f7vGPIB1lTYcPv9edTmSjBouG5TFxJ6pNLv9GNVKUs0alIJAcb2LeIOKH64agi8QRADc/iCBoIROJeLw+cmN0zPj8kE4vQEUgkCyUU3aHppcKlEgTq9i2uSBNLl8vPLHjggDoy8g4Q9KmDRKqu3RIsgndE3i36PzMagkOumaWXBRHJIihWq/kVW1Ii/O287OeidXDs6hNadrwFVLwFlD0GdHoTYjGlKRAh6CrlqkYABRa0U0pneoeyQFvPgbt8UsE40ZiLpEvHUbQ9qPukRSzvieoLsOKehF1CYgGtIQDpFOUNDnJOCsIui1oVAZEPUpKNRHbziUjMyfweuX2NqBV/jSXQ1cNSR2FupGl49quweXL4BFqyLNrEGjDP19i/okzANux1BwPkF3A4JCBaIaKejHU7UCQakDbQKLSxqZs20bN4/oRLdkI4kGNYIAgaDEsToVVtHFXf0VCAE7eMvwuhMQPPUEPM0ERD2eYBzPnVrIvO31vLGwGJsn8mCwo95Jlc1DrcNLUJKI16tiaiTmxutx+X1UBv0Yup2LoctZIAVBocJd+hu2te+gcZdj96QA8FtRHRXNHm4flUeKSRO+9BrZOR6THBIt8zehLdnM4fN89NtL8VavxFBw/iEbM0EnoBVhS2OQE7qMxbHxI5zbZ2LsNulP99ngdeHwe4/KTNe7My6jK+9tXcKrG//gsQEn7b2BzN+WxcUNZFi0PHRsAkNSgiD5qPToeGaRo8MELUEp9H5wSkEClxcWIPgdKFUaPF4XNlcR53ZN4IweI7BI1Yi+RiRJQtDYaFJmsKPeQXagidgi+hK1v9xA+iVrMfa4jKCnCUFlxKOMY5vTiCXoZ0L3JOZeP4wGlw+lQiBOpwonhemeYmLWVYOpcXjxBILE61RkmLUsLW3q8Htocoei6ZZ3UK+4wRUV7i0jIyPzVzgoxscdO3bQ0NDA+PHj6devH8nJyTQ2NrJy5UrcbjdarTacfVoQBKZMmXIwpnFUYFAr6ZFqDL9M70lhirHdEOVWvIEAy0qauOTTlRTVhW7Bc6w63jynN3/saOCx2VuQJDi+SyJ3j87nui/XhsO5s+J0PHlyAQ6vn95pZob97w+Oy0vgrUl9wgddfyDIyrImLp66ki01oXaZFi2Pn1TAtxuq+GJNBRDKrKoSFdg8fpL30BC5d2wXDGqRNcXFTDQuxLnyEYKe0IZoSB1C30H/o8rmoVuyEX1LBjpf007q59+Dc9tXoQO1qMZYeAnm3tdSPnUoBL2I+hQSxvwPXfZYFOrYN/eCqEZpycPfVBTxXJXQk/gRT9Cw4EG8NasBUOiSSDjuRfS541EcYn1Gv6OSxsVPYFv3bii5jSBi6DqJ+JFPojRmHNK5yMgcyahEBfmJhnZlKQZmxsV8Xlzv5Jov1vDT5pBnoV4t8u/R+VwzNIekljVLIaoJKtS4y/7A17gVdUJ3GhY9RtAZCk9SJ/bm6VFvckKpyKsLdvLKmb246at1LN3ViFmrZN6luUgb7qdm+0xAQhC1mHpfiyqhgLrZ14EgoO58Jon597Ol2s6nFw/goo9XhGU3BmfHMa5bMqNfW8CmajsQktZ485zejMpLiNAABlBqTCQe/zqemlXU/DC5RVpCQNfpZJInfEKdlMijJ+Zx9gfLqLZ72Vxj54bddKuuH5bLaT2ik9vIyByprC5vRiUKZB/GbKvOopkoVIaISImDjUIQyDQJbKkPojRloorvjn3T1L9kfCyxh6RxUo7ihDMARpWGk7O687+N87mt5yjiNYc3ZF/m4HFSQTKPD5XQLb4G78rQu30XXRJvHfMs7uTcdtspBEhQ2lFu+4KmHZ8TP/QB6hY8hLdmFQDKzqcR1/d66n65IXyeUJpzsI7+H02avpS71KgQiDZACiSMfQX7+vewrXwlvEerck/BXfgY53xQxdMTuvPFmgqmLAt5MnZPMfLOpD4MyIhDpVSQaNREaTNatB0f8S0tSWH6Z7avIZ1t1cWUYpGRkZH5sxyUFaW0tJRu3brRr18/AKqrq/F6vfTo0YMBAwYAoVAOSZIIxtCxkGlDpxK567h8YmmmCwLcdVw+OlXHG8yOOhdjXl8YNjxC6Dbr5LeXcEx2HDqViKgQuOO4PE55d0nEgX1Xo4tLP11FhkXH9xureerk7vxWVMe4NxZR1hTSTdvR4OK41xaGDY8Q0iK5/LNVTB6YGQ5POL9fBt9vrCIQlChucNInPWS865tuJs2s4fPV5ZwWv4ngotvDhkcAX+UidHNO54PTU3hkXDesejV+ezm1s6/DufWLkOERIODFvvYtmlf9HwljXg49clZRPXMS3tp17X4/SkMK1mEPRz2PH/4YNbMuCRseAYKuGmp+uAhP9coOv/MDTdBrp2HBw9jWvNGWVVsK4Ng8ldpfbiDgru+4AxmZfxCpZg2Pje8Ws8yoETmha1LU88pmN6e8uyRseARwegM8+ONmpizbhX+323936W80LX8ObcZw6ubcFDY8Anhr1+CceSIfnJbIM6cUcsnUlSzd1QjA/05KxbrkStzbv6X1ACIF3DSvfAlf3Qb0+WeAFMRbNJ2MDXcxJlvknu82hj+LIMAjJ3bj1HeXhA2PAOXN7qhnrSi0iXjr1mNb/dpumrYSrh3f0bjkKbyihSs+X81TJ3ePaisqBK4blouqHRkVGZkjkVXlzXSK16M6TIfmYMCDq/hH1KmDEMRD6zGcYVSwpSG0VmmzxuAq/pGAK3aSrH2huMX4mKw7esOuWzmvUz8CwSCPrvzpcE9F5iByVp4f1c8Tot7tpXmXke7fwimFsS/b7ji2M8aaOQQX/wvr4Hup+fGysOERhRJzn6up+ua0CEcGf3MxNTPOIFNRzjdFQVSdTo3qV9/lTHz1m2le9lzEHu3b+S2Jy67mrqEWznh/Gef0SceoCe3FG6vsnPDGIrbXtx/hkWLSMKZLbC368d2SSG7Rijy2c0JEGPnuPDKuG2kxNKllZGRk/iwH5c3sww8/3K9/Mh2Tn2hg+uSBxO2WaCVOp2L65IEROoyx8AUCvLpgZ0y3+UBQ4oNlpZzdO42TC5KZsa4Sjz92vfeW7KLW4WVct9ChfUe9k83VdgJBifeXlsTUTwlK8NaiEi7ol8G5fdJ5+MSubKwKhZA/9vNWnp7QncHZcVw5OJvn5xZx7zAzylWPxvwcAUc5Bcrt9MsMGSwDrjrcu2InLrJv/ADNHhqMDQseJOCOncUVQJc9lrhhj4YzUqqT+uKtW0/Q0xizfsMf9/6lF/r9JeCswr4htoewa8f3BJz7r2EnI3M0M7ZLIk+cVIBmt2RZWXE65lw7jGxrtFfLzgYn6ytjS1w8+cs2ylt0j3xNO2lY9BimwktoXvm/mPWDniYybb8TDAbDukpqUcHgRDf+6qUx29jWvo2x6znhn/27fubEHIE1Fc0kmzToVCLn9kln3vZ6nDF0fiUJHvlpMza3L+J50F2Pbe1bMcf0VCwGbxM76p2kmjVkWdoOGQl6NTMuH0Tnw5y0Q0Zmf1lZ2kTn+MP3e+sunUvQa0dziBLN7E6WWcHm+hbjY+YokCQcW7/40/3tcjSiVojEqQ+fF+mhwqrRMTl/IK9snM9vFbGleGT+/riKf2733d6+6H6mnJHL8E7WiOcTuidz00A93mWPoErsha9hE8HdLv31nSbg3PolBGJo0ksB7CteIMuipazbo6hyTo4oNvW4rN092l+9hKFJHhQCvLtkF+f2aYtycngDfLyirF0nnni9mvcm9WXsHgbIE7sl8eY5fbC2JJDLjtPx63XDyLG2/Y2rRQUPjevKhMKUmH3LyMjI/FkOSti1zIHFqFFyamEKq24fFdZKTDZqSDdrUO7lZt/uCbCoOLbRbXB2HGf0SiXNpEUlCtw1c0O7/aypaObyQVm4dzMyLi9tYlB2HAt2tm/UW1PRzH9O6Y5aFPEFgky9qD/+gITdGyAoSXx8YX+c3gA3frWOLJOAv3lHu32JtcuwFJwOQMBe1v6HDvoJ+iI9gLw1q5H8TsAas4moS8TS/xaM3c4l4KxBoU+m8Y/YmW1D/a1F8u9/xtw/S9DTBFL7iYUCziqIj+3pJSPzTyTRoOHWkZ05r18GNXYPalERWjctkbf4TS4ftY7QgeHliT15beFONlZFrh+NLh/2FoNfq0asMq4z3pX/bXd8X/k87MkTdpuPGsHW/vom+Z3s6eKucFegV4s0u/18c9kgFAI8NWcbSUY1Vw3OoX+mhaAkUVzv4tUFO1lR2ozNG8CkVeH1B6lodhPvbexwrQrYdmDVx7Ghys6U8/vhCwSJN6hb9hgtoiKG272MzBGKLxBkfZWNoTnZh20OzqJvUcV3Q9QlHPKxs0wCdW6JOleQBJ0VdXJ/7Js+wdz76j/VX4mjgSStEUWs8JujkDNze7GktoRzfv2AOeOvo1f8oUkWJHPoCFTMa7fMW7MWCx6mTx5Ild1Ls8uHSatkUXEDFQ0NJNpL0aQMxFuzNqKdKi4Pd9nvHfS7msIuQYa+W8wDx97HaSc/iDpoI6g04dcILeeT2Aj2nSToE1hd3sQVx0Sua0t3NWL3+jFrY2e8zrLq+PSiAdQ4PDS5/Fh0SpKNGuL1bfUVCoF+GRb+uHE4NQ4vbl+QZKOaFJMGfYuMiy8Qep9w+gLoVCLpZo0cESEjI/OnOGDGx+7du/PZZ5/Ru3dvCgoKooTvd0cQBDZsaN/QJRONUlSQbdWRbd2/22etUiQ/UR8O+2vlzuPyyLJouWPGBsqb3VzUP4Ncq75dQ2KOVUeN3YNO1bbZ5Cca0CoVdE00MLcothdgrlXHz1tquPnr9RSmGHl5Yi8e+3kzc7eHbgx7pZn46IL+JOjVNHogTZtA0B27L9VuxjVRFzuUoBWFKtIjVGnOQVDE3pzDbZQ6FJZOqCydQuMl9ACmxayrNOeA4tCFUwmqjj1cRW1so6qMzD8ZnVqkU7yeTu14QW2rdXDr1+v4YXM1kgRdEg08OK4rM9ZXMm11RbieRqkIr32CQolCl0TAWY3SlI2vfmPMvtUJhSTo2zSYGt0+0Ke2P1lBBMUeW7ImAZevBotWiQS8v3QXQ7LjuGNUHk/N2cqTv2wFQuvof04t5LdttWiVCiqa3Tz/WxGvLyrm98npxAmKNnmKPYfVpdLsthOnVXL+xyt4bHw3TugmazzK/D3ZXG3H4w+Sn3h4PB99jVvx1W/C2OOywzJ+lil0Ib2lIchQnQJd1mialj2Lv7kEpXn/DbLF9gZSjvJkM7sjCgoe6HMC/1o2kxHfvcLzg0/jsvxBiApZ9+6owRItMdKK0pyNHyXPz93Oqwt24vQGiNOpuH5YLuOzjKCxEHBWoc0cGdEu9D6Qg6cydmSD0pxDmUOByxfg3l8qubclcKt/hsA35ySF9v/2HAz0qTS5XRSmmMKRFK3kJRj2Kr2VYFCTYOj4/AOQbtGRbok+Y1bZPLy+cCcvzN2OzePHpFFy67GduG5YLqkmOSRbRkZm/zhgu+kNN9xASkpK+P939O/6668/UMPK7AWdWuT2UXkRzwZmWcix6rjlm/XhUMIv11VyTp/0dvu5bFAWDq+flWWNQEjIuH+mBZUocsOITjE1KQGuHJzD03NC+ifPnlLIOR8sCxseAdZW2Ljz2/XcemwnXlhihx43x+xHUOrRZowI/6zQJaGKj/0Coc0+Hn/zrohnccfch6iP1nnrCGPXc6KNAa39Db4XpeHQhSOI+mS0WWNilqkSeqLQyaERMjL7Q0mDk+NeXcD3m6rDWZ231jqYPHUl5/bNINXUZji8bFAWqS1i7qI5B0u/m7Bv+AhTr6tid65QYuh2Hj3STGhbwr6d3gDbXPGIpqyYTfT5E3Ht/DH8syq+O8vrNKSaNLh8QW77Zh3Hd0lkUt8MLvx4Bb/vsY6e/9FyJg/MQiHALV+v44V523F6A3y2yYuq8xkxx1Sac9nssGBQi5i0Kprdfsbkd3yxIyNzJLOyPKQXnZfQ8YXdwcJR9C0KTVy77ycHmwyjgEKATS2h15r04SBqsG/5/E/1V2xvIPkoTzazJ2a1luePOY3hKblc88c0Cr58mlc3/oHL79t7Y5kjHlO39t/t9QPv4ak/Gnnut6KwvEmjy8eTv2zlpxIFqp434alYhDZ9eIQDgmPb1xgKzmt3TGO/27j9x4qo59cMzWHKOjeqvLNitlOastnitOLyBbj8mCymrmqL+lIIcOXg7IOqbWv3+Hl89hYe+WkLNo8fAJvHz2M/b+XRn7ZEybzIyMjI7I0DtmLdeOONYePjTTfdxI033tjhP5lDR5dEA+9M6hPWPrtqcA7PzInUs3F6A3yzvpIXTusRoZGmVAg8cEIX6p1ebhzRmdtmbCDZqGb2tUPJarkh6xyv5+ML+kd4RSoVAg+P68qmajvlzW5GdIpnwc6GcMbW3fl5Sy0DMi0km/Ss0Z+CIv/CiHKFNp7Us2ahNGWGn6ksOSSf8ikqa9eIuuqUASSMeo7aX1uMmIICy6B/o80cwf4imrJIOe1rhN2zZAsKzP1vRZd9/H7391cQtVaSTngT9R5aliprN1JOnYbSIHsqycjsD/N31IcvX3ZHkuCledu5vCW86eSCZO4/vgs6dWh9UyhEDAUXoE7uC0Evpt7XgNC2ZgoqIymnfonSnE2WRcesq4eE9Xpv+LEWz3HTQp7Tu6HNGImx4ELsG0IayMq4LtiHf8hzi5p5e1JfHv15Cxuq7KSYNHy1tiLmOuoLSDz/WxH1Th/T17Qdcv63uJaKrvejTI/01FCac3Ed+xmPzG/m/fP68d+5Rfx09ZDDmiFYRuavsrKsmQyzFqPm0KsKBb123CVz0KQNQThMnnJqUSDNIISNjwqVHm3aYBybPv1T/YU8H4/+ZDN7YlCq+Vev0bw29CyyDVZuXfw13b54mlmlmw731GT+IkpjFtYJX0a922t63wxpo3n2t6KY7W75dhNC10sR886heeX/SDrhrXAfks+Oc/t3xB/337B2PAAKFXEjnqJRk8euprb3DVEhcOvIztTYvTz+WznVXe9FkzEqcp7mHNyjPue2n+p4/KQC1lQ0U2ULSW/p1SJTzuuHzXNwjX8hr8fimGVvLS6hyh5D41JGRkamAwRJavX5+GssXRrb1bw9Bg0adCCGPSyMHTsWgF9+iZ3w5Eii2ubB6QsgCCGD4MYqO1adikH/ja1NcnL3ZB46oSv1Lh9ef5CsOB1qUUClVFDW4CbBqEYtCigVCtItamyeIE5vAKVCwBcIsq3OidcfJD/RwOery3nm121c0C+DC/tn4vEH+HlLDe8t3UW9M3LDzI7T8ct1Q7G5/SgDzWRr7dBchEpnRWXORjSkIyii9UV8TTsJOCrw28tQmnMR9cmAgL+pCMnvQmXtiqhPRqH+cy/PUsBHwFGOr7kYyedAZe2CqE9GUJkIOCqQAl4EUY1oSOtQauBA4XdWhz6vrRSlIQ3RmI7S0EEop8zfjr/T+vJ35uJPVvDxitjasWpRweJbRqBUKEg1aaJClqptHvTBOlS+BoKeRhRqM/7mYhRqI0pLZxxiIrXOIEpRgSBIeANQ1uii0e2ja5KBdGUDanc5QVc1ClMOLoWFxqZaDL4ytKZ06qRENtr0pBg1XPH5ata1JML54pIBvLagmNlba2POO8OiZcZlgxjwUuT6blCLvDcxi+MyAqicuxD1KThVKex0m1GLCvyBICkmLekWWePxaOafsLaMeW0BQUni4XGHXgPZse0rmle/Qdzg+1BozId8/FYeXeBBr4IZZ4S8P91lv9O46FEyJq9BHV+wz/24/T4MH97DXT2PY3zmvrc7GilzNPHKxvksrd3Fa8PO5qpuQw73lI44/k7ri8/rweuowNe0k6DPjia+G4I2kQXlfsa9sajddvNvGE6c6CBLawd3DSp9AkFnNUGfCyz5ODASp7ATaNqGFAygtHbFhpVKrxYkKG92U9HsoVuyAQFYXW4j1awhO05LstKOWapHsheHzhnaBFwBJXZJx+YGgWSThm21DjRKkUyLlo+Wl7Kh2s6XlwwEoMbuJSBJmDTKfQqz3heWlDQw5OX57ZYvvGkEg3Nk2ScZGZl954BdDV988cVRxpc97ZqCICBJEoIgsHFjbJ0smQNDs9vH4uIGbv92A+srbVi0Sm4c0Ynrh+Xi8QfRKBUxM1t/v7GakwqSWV3WxEUDMnj+t218ub6Kd87pTZxOzcWfrGRNRTMmjZJrhmQztmsSZ01ZhkKAa4bkML4gmWumr+b4rokk6DV8cclA3l5cwglvLCQgSYzNT+TDC/rz8I+bI3Qok4xqtKKCvAwLYAk9TN572JLKkovKkhv93Bw7tHF/EUQVSnNOhKeS31mDc/PnNC56nICjHNGYiXXI/eg7n7rfod37i1KfjFKfjCapz0EdR0bmaKejsMxUs4Zko4Y0c6Se0Z7rqlWv5IGxXTi3XyZpeb0A2FBl4/nftnBu33SmrS7njF5pfLm2gm/WVaFQwIzzcgk0fUPN6v+DoBeFLgl/3weYWpbLfxfpcPhqMKgasHv9TL1oABuq2jJw61QiWR14JqaaNGiU0Zc01w/LpS6gZ+RHO6h1qNEoG7l5ZDyTB+hINcuaTTJHB5Iksaq8mTN6HvoLOQkJZ9EM1Ik9D6vhESDbLPB7aZt+nCZ1MILKgGPz56iHPrjP/exyNAL8Iz0f9yTDYOGJASfzv43zuW7BdDqZ4jk+veveG8ockajUGlTqXLDmAqG1Y2utg2CwY0/CRreP06duINOi4aXTe9IvyYI5sUe4vFWgoEyRxfcbq3noo81U2raQbdVx39gujOhk5eppayhpdJFgUPHJhf2ZvrqceL2azgkGpq128H/jOqNb8TS+oukgBdHknMgxw57k+p+cLNplw+XzU2kLeRy2ek8+8+s23lu6C5cvwODsOF6a2JPeaeaIiLQ/g34v7fVqOemMjIzM/nHA4kLi4+O59dZbef/99xk4cCDPPPMMH3zwQcS/KVOmhP9X5uAyt6iOE99azPoWj5kmt58nZm/l0qmrMKhELhnYju6YWiTTouPtJbs49d1lXDwwm7F5iRg1Kk5+ezFrKpqBkObHc3O38+hPW3jqpALsngDPz93OA7M28+8xXfhiTSWXDMzi8s9W8cWaCvxBCUmC2VtrOeeDZTw2viAivPvWkZ3J+BuE+wV9TppXvULdL9cTcJQDELCXUjv7WppXv0bQ137GOhkZmSOH8/qlt6tVe9dxeRGaj63sua42OP3c/u1GLp26ihq7h601do57dQEndU/mmulrGN4pgX9/t5F3l+yizunl9iHxpG15lOaF9xN0VhB01+Fv2AS/XshFSavpmarH7QtS5/SSatJQa/cQbLnD0ygVSBJR2S53587j8kgwqCIMlKPzE0gyqrnui7VsrrFT5/RS3uzh399t5O7vNtDglMOmZI4Odta7aHT56JJ46PUevTWr8dtK0aQPO+Rj70m2WUG5Q6LZE1o8BFGNJn0Y9s2fRTkFdESxI5SA8J+UcKYjFILAjd2HMyAhk8t+/5Rmb7Rsh8zfk50NLob9bz4lDS5y42OfRYbmWFm2q5E6p5fVFTZGv76Q33fWR9WrdXh4as5WrvliDZUtYdIlDS6umb6GaasreOXMngC8eFpPbvl6PVtqnSQZNVwzfQ3/GW1C/dM4fNs+a0lAI+EpnkXDF6N4dXwcFc3usOER4Jqh2Zz8ziJeXbATly904bC4pJERr/wRjpj4KySbNPRKi3350CPVRLIx+j1JRkZGpiMOmPHRbreTm5vL4MGDWbZsGbm5uRxzzDHt/pM5eFQ0u7n1m/Uxy37eWkNpk4v7j+/CsNxIV3mDWuS9c/vy7K8hPUibx8/0NeU8dXIBd30bOzv5wuIGUs1aTC36SouKG0gxaRiUFcePm6upaPZEtXF6A3y4fBdn904DQofpYzvH/+nPeygJOKtoWvZczLLGZc8ScFYf4hnJyMj8GbLjdHxyYX+Ue4QZT+qTxlm9o2UUKprd3PLNuph9/by1htJGN5+vLifZqGZXgyvsWd56AFAIcHqeSGD7tJh9CCse5P5hIY+pZKOaV8/qzVMt2rw6lci75/bl6/UVVNk9PDa+G3tGR18yMBO9SsSiUTHzimNIMobCrq44Jpun99D4beXD5WVR2TNlZP6urGhJiNc16dAbH51F3yIaUlBaOh/ysfck2xx6td9Y3+b9qMscjb9xK96aVfvcz057AwKQ9A9LONMRoqDg9p6jqPc4eWbtnMM9HZkDQCAQ5INlITmop+Zs4//O7E3KHpePnRP0PDiuK/+bvzPi+S1fr6NiD+3oGruXNxaVxBzr2d+KyEswcHbvNNy+AJuq7VxxTDZP/bKNYztbMVfNJOiqiWoneW04Vr/KU+NDCUQVAkw5vy/b65ysr7RHf6agxF3frv/Ll4vJRg3TLh4YFXGRadEyffLAqO9JRkZGZm8csLDr3r17c8cdd/DMM88gSRI33HADanVszQlBEJg9e/aBGlpmD2wePzvq2/fAW1DcwA3DO/HFJYPYWe/k1221WPUqko0a/vNbEYuKQ7fdCXo1neJ1aFUid4zqjEIQ+LWolulrKiJCtleUNtEl0cCKslCWyeWljRzfNZGftkRvoK3M217PzCuO4d6xXYjXKUkxR25szW4fzW4/okIgxahBcYTokAWcNdBeWEbAS8BVEzMMXEZG5shCr1ZyWo9UNt09mqUljTS5fQzNjSfdrI2pl9Ts9rOz3tVufwuK69lYZadfhoV52+vplWZm4W5eESkmDWLz5nbbB1219IwP8ONVg8lNMLCjzsGlg7JINKhJN2t5YV4R3ZNNvL6wmESDmhmXH8PGKjsef5A+GWZ+21bLDV+uZfltx2LSKPn9huHYPX48/mCUxu7urKtsRqsUyDDr8EsStQ4vggBJBjXqlhDuYFCi0u4hGJSwaJWYtKp2+5OROVysLGsm0aAmXn9g9M72lYC7DnfZH+jzTjkk2s97I8sUyni9oS7I4NAdL+rkfig0cTg2f44mud8+9VNibyBJa0QVQ2/7n0yKzsQZOb14ef3v3NZjFInaw5NZXebP0eTyYfOEzhepJg1Nbj/fbawCYEe9k1u/XscLp/XA4w9S1uSiT7qZWoePyz9bRd0exrztdU6a3X7SWpQW7B4fZU1uAsFID2OFAOMLkjmtMJVAUOKZCQUsLG7k3XP7kmPVUef0MjIzHk3FLKJdNkIESn/irPG3kWjqx5AcK+kWLct3NbLo5hF4A0E+W1nG/y1oSw4zb3s9dm8Aq/6vfV9dk40suHE4W2odbKq20y3JSNckA5kxotWCQYkqu4dAUMKsVWHWHvrEXzIyMkc2B2xVeP7553n//fdpbGzkq6++orCwkPj4v4c329GGSlQgKoSoza8VURBYUdpE1yQDvdJMfLh8F6/8sTMi8+uE7sncNLITOqXIK3/s4KPlZfiDQU7rkco3lx3DTV+tZWutAwjdCLZ62QDE69XU2D3E69s/oFp1KmZuqOKNRcVccUw2Z/dOI92sRatSsLnGwf0/bOTXbXXE69XcOrIT5/XLiNJfOxwIyo7nIIiHf44yMjL7hk4l0jnBQOcO9B9bUYtCh+tqkkGDWinQ4PQTr1dRXe2JMII4vAEETVyHY8SbTJyQnUxZk4srP1+NUaPE5vFT1pIlM8uiw6pTMXVlGVNXltE5QY9SIVD0kxNJkvjogv58tbaC5+Zup7zZzcDMOB4/qYBJfdL5fHV5zDG9/iAnvrmYy47JYmhOPOd+uAx/MORJefPITigVCj5eUcrL83fQ6PJxfJckHj+pG10SDWHjpIzMkcDy0kbyEv7iSftP4NzxA4JCRJM88JCPHQuNKJBhFFhf13ZJLCiUaNJHYN/yOdYRT+6TkXSnvV7We2yHc3J781XxWl7ftID7+55wuKcjsw+0ehre+/1G5u2oJ8mg5s7j8ji9R2pE+PDWWgcXfryCRIOavhlmUk1arpq2OmafokJALQr4A0G21Dp45MfN3DyyU0SdeL2K98/rx89banjgx024fUFO75HC1UNzuGPGeh5qSY7V4AE0Ce3OX9RasRj0XDggCYfHx8YqG0/P2cbc7aGz0jVDs1l5+7GMfnUBjW4/Fq3ygIU3ZsTpyIjTMTo/sd06Fc1uPllRxsvzd1Dv9DK2SyKPjS+gW5L8riAjI9PGATM+pqSkcPfddwOwePFibrvtNgoK/tnZ8Q4XSQY1Z/VK5fPVFVFlalFBukXLoP/OY+blx3BS9xTO7p3Oq7vdluXG67hkUBYub5D/Z++u4+sszwaO/45rzom7tU0qqbtRb3F3KQ7DBoNtwDZgG+zdYIMNlzHcXUqRQlsq1N29SZrG/eTkuLx/pE2b5pzU4r2++/BZ+9yP3CfNeeR67vu6bv9sY5PRPu+u2c/328t49+qhnPPaCpQKBWmRBu6d2JOfdpajUCjonxjBtR/s5uVLBvJpiD4AXDcilTdXFbCv2slf5uxg4Z5K/nF2X8w6FSOfWYTX3/CAX+9x8rtvtvLD9nLevXoo8R08xF9liENt6YHPltusTW3t1eYFZ4QQHSPOrOWiAYl8tjH0eXVkuhWLXs2l76zm3auG8vbqAp6+oD//PJDGwubyUUoGKVoLQY+t2T70qZNQGhpu7BPNOm4enc6jP+5sss6320r572WDGwOJeysPjXB/cEpWw7l5zf7GZYv2VjLppSV8cM0wtpTWNeaqPCjSoEGpVLCzop4/fredCT2jeWh6b+75ajP/WbSXAUkRvLWqgEV7D43g/HpLCd9vL2PFPacxOMV6vD9GIdpEMBhkzf5azurbvtfgYNCPY++3aOOGoNB0nrzVGRYlWyv8TZYZ0ibjzJ2Nu3gF+uSjV2vOq6siXqZch2TVGpiWlM2rO5bzx0HTUClbLYuVaCPrCmuZ+NLSxheI+R4nd3+5mbk7y/nbmX34blvTtEkV9R7m7qzgqXP7o1Up8fibF+m8dFAS8RE6tpfbGfXMYly+AL+b3Itki75xQMfzFw3kwW+3sq300PTo99YW8s3WUj6+dgRL86qY0DOaT7dU8ZvLbkOd+03I/usG3YspouH8trnEzsSXljR5Vnr4+x3M3VnB1zeNYtJLS7lrfI92mxZdWufm2g/WMn93ZeOyWVtK+WF7OcvvOY0hcq8ghDigTa6W8+fPl8BjBzLr1DxxTg5ZRyRdVysVvHLpIJ7/JZdgEO78YhNFtU4GJEVwz2mZjevdMTaTLzcVs6WkLuQ0w4p6D99uLeXcfgm8ePFAXliSyzdbSjkvJ4EXLxrIK0vzqHF62Vxcx+8nNc9/dE6/eCL1miYPwvN3V1BY6yKvytl4MT3cT7vKW5xK3l7U5iTiz/0E5REjmJS6KOLP/QS1qf2rbAoh2p5Zp+Ff54Y+r35xwwiSLXoGJJq5dlgqi/ZW8pcZfbC7fTx5bk5jYZv751URnPJhsxHSKnMqsdNfRqVvyMOrUim5dXRGs7y8tS4fcSYtf5qW3awPZ/SJaxJ4PCgYhIe/3859E5uei/VqJa9eNoinFuxpXLZ4bxVxZi1RBg3RRg06tapJ4PEgjz/A72dvpcbZcmVQIdpLYa2LinoPvWPbN1jmLl5JwFnRKQrNHC7DomBzRdNgiSZ2AEpDLPU7Pz6mfeTbq6XYTAvOTutHoaOWH4vCp9MQnUO53c2vv9wccubC11tK8Qfg7sOegw66cWQaCRFaPr9+RLP80NmxJp44ux++QJA/fbcN14F0VI/+uIOPrx1OhE5N7zgTFXZ3k8DjQbUuH++v3U9JnYs/Ts1Gp1IypyQaRc5dzdbVZF2BPuU0AIpqndw/e2vIZ6UFeyrx+AOcnxPPHeMyUKvaJyi+p7K+SeDxII8/wG9nnXzuSSFE9yHJGLqpzGgjP98xllUFNczbVUGCWcfQVCsvLslj3q4KAPKrndS4fOQkRPDn0/tw0+gMZm0uYWxGFAU1zhZzNs7ZUc771wzl+V9y6RdvpleMid9N6kmVw0NulYMz+sRzRt94InVqrh+ZxtebS6j3+hmWEsnuCju3f76x2T6X5FVxTr+EsMf8dlspozOiwra3F23cIJKvWYW7eDnu8g3o4oagSxqNOiJ8FVohROdXVe/BEwgQqdeg1zSfJnTwvLq5pI4FuyvJiDIwvXccqVY9OrWK1Egjj8zIpsjmpt7t46stJZTZPXxz0yiW5VVT4/KyRxHDoEtXY9/3MxZ3HoaU8ejih6COSG1yrOQDCd13V9bz/bYyoo1azs1JINmqY0iKhauGJvP1lhKc3gCXDUpmVUF12M+1p9LB8FQrX9wwgqW51cSateQkRPDE/F2s2V/bZN3Fe6sYnGxBqVCweG/zh4mD5u2qwObyEmmQ/I+i4x38PW7vYjOOvd+gjkhr9v3taD2sSipdPkrqAySaGgIQCoUKfcok7Ds+JXriUyhayOXo8fsodNhINFjaq8tdTh9LHJnmKD7cs46zUvt1dHdEC2wuH+sKa8O2L9xTwaNn9OWmUel8vbmUIEEuGJBIskVHIACj0yPZ9YepfLe9jH3VTqZkxdA/0UKKVU9BjZPvtx96Xvp+ezlWvYZFd42jwu7huV+az5Q6aM6OMv48o3dDpevzcvAHguzW3sGQnOug4Dv8Pg/GXuehMKVhsjY8H9W5/fyS2/yl4EE/bC/j7auHYtW3X+7bb7eWhm1bsKeSWpePqHbOxSuE6Jwk+NiNpVgNbClpmGr3i7OKP89p/nb24Ju8aGNDkvZBSRZyq+rx+AIYteFvTE1aFSU2N9Oy43hjZQFfbCrh590VPDQ9mz/P6I3hsG3jInT0T7RQUuei/79+ptrpC7vPlrIQWTtJkQOFQoHGkoHGkoG5zxUd3R0hxEkqrXOzeG8lTy7YQ6XDw4zecdw3sSc9o43NRg6kWA2kWA2c0Sc+5L6SrQaSrQ3TLxfsreTZxbl8tL6Q4alWTFo1H60rotLhYXhqP7695QZM5vDTohItehItek7r0TwPVJRBS//EQ4GBTSXNp3Ifbn+Nky83FfO3M/ty4ZurWF8Uen2TVoXbF0CpUGBq4RqgVys7RXENIaAh32O0UUNsiGJRbcVXX4K7ZDWmPpe12zGPVQ9rw3lrU8Wh4COAPm0yjt2f49q/EEP61LDb76uvIUiQRMn5GJZCoWBSYi8+y9uIy+dFr+4c96iiOZWy5ZzNEToNkQYNkQYrg5OtuH1+dlc4+P2srSzJqybJouOhadlcNjiJWFPTa7YCMGpU1LkPPdt8tL6Ij9YX8X9n9sGsDf+obdKqcfsCFNQ4ueq9tfzvskFMH9a7oTE1dGGohjyToaeBA1j0mnYNPAJEtFBYRqdWopR7BSHEAZKkpJvLjjOzLL+aDSEeNMf3iAp5ox5r1OILBrlscFLY/d44Kp09lQ5u+Gg9i/ZWklvl4NONxQx7ehFL80O/kbPo1JzdwsjGCT1imlWSO9w5OeG3FUKIE1FR7+H+b7Zy+btrWFVQw95KB/9dls+wpxexraz5VKnjcemghnNoMAirC2pZuKey8Rw3Oj0KaytWghyRGolGFfoGf1KvGJbmVfPumkJmbSlhcHL40UwTe8WwqqCGlQXVTOoVPrn8DSPTiGvHQI8QLVldUEPvWFO7BsQdud+hUOvQxg1ut2Meq0STAqMaNh+R91ET1QeVOQX7jpanXufZG+7jkowSfGzJpMRe1Ps8zCve1dFdES2INWm4cEDotEgKBc0KqazZX8uwpxfy3tpCcqscLM2r5pzXV/LUgj3UHpFuJN6s5ZbRoWc+/XvhXm4dG35W1NVDU/hyc0nj38dmHr1Qa5xJwxVDksO2h/ucbemC/uGPee3wVLlXEEI0kuBjN5cUoeP9a4ZxRKoSYk1aXr10cJNqrAdF6DX8aVo2Pn+Qiwc2D0BO6hXD5F4x/H721mZtgSDc8skGimqb54o0atU8dkZfMqKaJ2V/7Iw+mLQqYoxaekQ3r1b5n/NzSLZ0bLEZIUT3U1Dj5L21zXMlOjx+fjtrCzUnkasoxWrgH2c1z3+cHWvigSm90LViBcjECB2vXz6YI2Mv8WYtD07J4tXl+wD403c7uH9KVsiqwH+als03W0rxBYJ4/UEKa50h+58Va+LBqVkhp6YL0d6CwSCr99fSO6798hMGAz6ceT+gix+GQtX57k2UCgWZFiWbypuOjlIoFOhTJ+HY9QVBnzvs9rl1VShRECcFZ1qUbookzRTJ1/u2dHRXRAvMOg3/PKcfqVZ9s7aXLxlE0mHPF6V1Ln716YaQORX/9fMeSu1NvzdatYp7J/akb3zz78o9E3qQFWvijrEZzdpGpFkZkmJtnEL919N7oyD0yMzDWQ1aHpmRTc8Q1/C/n9WXBHP7B/qSLXqeOi+n2fJeMUYemp7dZDacEOLUJtOuuzm9RsWZfeLYfP9k3l9TyI5yO6f3jmNG7zgyQgT5DuoZY0KtUjIwMYLrR6Ty+cZifIEA149IIzXSwPrC2rDTF/KrnVQ5vY1TDw/XI8bIgjvHsSS3iq82lxBv1nLV0FTUSrjts02U2d08c+EASm0utpfbGZMRxeAkKz2iDUR0kmnXQoju4/sjKlwebt6uCqpdPiJPMFdRpEHD7WMzOLNvPG+s2kdpnZvLByczOj2K1MjQlXF9/gB2jx+dWokhTHDP5vICCiyHjZy0GjSc3S+BdfdN5J01+8mvdjIi1Urf+Aju+Wpz44hLu8fH5e+s5rtbRrNiXw2ztpQQZ9Zy06h0jBolryzL54YRadwyJp2sWBNapYIz+8Xz5soCSupcR+2/EO1tX7WTinoPfUI8/LcVd/FyAq5qtElj2+2Yx6tHpJIN5f5my/VpU6jf/gGO/DmYep0fcts8exVxehOaFvJCioZg7ui4dL7fv41gMCipKDqxnjEmfvn1eH7JreLrLSWkRRq4YWQaGZEGzLpD19Iap4+tIQrEHLQiv5rMKAMObwCtSoFRqyYt0sCPvxrD6v01fLSukFiTlptHZ5AZZSBCp+ZP07O5bkQar63ch93t44rBySRG6HhpaR63jc3g7H7xfLetjC82lfBQwtHzrGbFmplz6xiW5lfxzZZS4s1abhiZTqpVT3xE8wBrW7MaNNw0Kp1p2XG8uXIfxXUuLhuUzOiMKNLkXkEIcRgJPp4CjFo1feMj+NtZfQkEgiiPHAYZhlWnxqZTs76olom9otEolPSKMZEeZWBfTfORjYdTtpC9MSPKSEaUkauGphAMQqndTfr/zW0MZl73wTpev2Iwo/SRvL1qP27fPi4fksTZfRPoFdu+yeSFEN1buKnKAEoFLeahPRaRRi1DjFqeSxnY4sOpzx8gr9rBayv2sWhvFemRBn47qSd94sxYDxR1Kax1snBPJa8u34dCAb8ak87EnjGkHHjRczB371PJVvZW1HPx26vZWNw85cbWUju1Lh8zh6dyRp9YVuyr4f5vtqJWKvjNhJ6MSLOScNgDzBCjlmcvtMrDteiUVu+vAaB3O94f1Od+i9qSgdocPj1NR+sVqeT7XB8ObxCj5tD3VmPJRG3thX37R2GDj7l1VSQapdjMsRgVm85neRvZVF3MoOjw02FFx0uPMnJ1lJErh6SEfRY62iNSndvHfxbtZWxGFF9uKuaigUkMSLSQGmkgNdLABf0TUSga8kvmVTn498K9zN9dQVaskQenZLGmoIa7v9qMSaticLKFymonl7+zBrcvwBNnN59pEE6vWBO9Yk1cMzQFpbLjJzI25MzU8MyFA+ReQQgRlgQfTzHHGnh0eHx8vL6oWVVqvVrJwjvH0TvOjE6txO1rnvC4X4KZmGPI76FQKFAoIEKn4sIBiXy+sRhomGL9zur9/HRYte0leVU8H5vH97eOpleMBCCFEK3j7H7xPPjttpBtFw5IJMbUeiOuW7oZ31hsY+JLS3F4GkYqLc+v5pMNRTx74QBuHJlGrcvLRW+uYvVh1akX7qlkVJqVz28Y2RiAPEirVjabHnZQtFFDQoSW/GoHk19aSn71oZdJc3dVcOmgJF64eCDxRxTDkYcJ0Rmt3FdDvFl7TPcdrcFXX4KnZE2nLDRzuF6RCgJB2FLpZ2Ri09t9fdpk6re9T8BtQ6lrHmTcU1dJkhSbOSYDo5PQq9T8WLhDgo9dREvPQtFGLaPSI1m5r6ZZm0qpIDPayLmvr8SiV/PBNcO44t013DgyjQenZhFp0DZeJ7eU1HHai79gdx+6pr+3ppA/z+jN9OxY3l69n53l9U32fyK57TtD4PFIcq8ghAin852xRKdQUufm7q82NVvu8gW48eP1GNRKXr10ULN2g0bFW1cOJSHi2HMgmXUaHj+7L3FmLUkWHUatukng8aDdFfW8sWIfHm/zaURCCHEiUqx6/jA1q9nyOLOWx8/uR4Su7dM9lNvd3PzJhsbA4+F+O2sL1U4vP+4obxJ4PGhlQS0/765otjzZoufdq4aiPuIhS6VU8M5VQ4k1anl+cW6TwONBn20sZsdJFtsRor2s3FcTMt9aW3Hm/4BCpe2UhWYOl2lRolLAhrLmL4kNaVMJ+l3U7/k65La5dZUkycjHY6JVqhgYlcS8Iik60x3EmLS8etlgInTNx+f8ZUZv3lvTkCPa5vLxxPzd3Do6g3/+vIci26GXfZX1Hm7/fENj4PFwf5u7k6uGpjTLz/zg1CxSQuSkFEKI7kRGPoqQtpbW4fUHUSsVTMuOJdakZVdFPSv31bC11E6108uFAxNZmzSR537Zy55KB6dnx3Hj6HRijc0f1n3+AChApVCEfCOWFWtm5T0T2FRi442VBWH79cG6Qm4enU7Pw0Y/BgM+UKjkTVsnFQz4AQWKTvh2VohIg5bfTerFOf0SeGbRXsrrPZybE89lg5JbzIt7kC8QCHteAwgEggQJogrx+x8M+FAo1VQ5vGwoaj49GqBntBGXx8P20jrMOlXIh5mXl+Zzbk4ikYZD516lUsFpPaLZ8LtJ/HdZPuuKahmYaOGOcZn0jDFS5fDwzprmhXYOem3FPk7rEU0wSNj+C9HR/IEga/bXcPXQlHY5XjAYwJH7A9r4oZ2y0MzhtCoFmVYF68qanzNUxni0cYOxb/uAiJxrm7TZPC4q3Q6SDRJ8PFbDYlJ4Z/caPH4fWpU8WnV2Pn8AlTL8dXtAQgTrfjuRd9fsZ/7uCpIi9FwxJJmfd1dQZHMzc1gqhbaGNCj3TuwJwMaiWnrHNuTLr3J4WJ5fE3LfwSAU29y8eukg3l1TSJpVz5+mZZNq1WDQHvrdCQYCQBCFUoXXH0CjkmuwEKLrkyukCMkfgEsGJXHjyDS+315GQY2TM/vE88iM3vzx220EglDt8LKpxEa/BDO3jcmg3uPnwdlbcfsC3DAyjUFJFuq9Pt5cUcD2cjvDUyOZnh1LpEFDkkXf5EEZICPaSJxJy2sr9rXQr0NFbnx1BbgKf6F+1+eojPFEDLgVtTUTlT6qzX4u4tj57MV4yjdSt+VNFCotEQNvQRPdF7UxvqO7JkQTMSYt43tEMzzViscfwKxVHzVFRUGNk0V7KvlsYzEJEVp+NSaDHjFGogwNUz8r7G52VdTzyrJ87G4f141IY0RaJEnGAL66fdi3vIO3egf6tMmkpp/DwKQINhXXNe4/1qTlk0uSSPVsJGLFy9yrjeTmmdfyVb6BP8wtadIXfzBIINi8AJheo6JfQgT/OqcfRXUuNhTZ+Muc7WTFmLhxVFrIbQ7yBYLsKLfzz/l7sLm8XDsilZFpkc2mdwvRkbaX2bF7/O1WbMZduoqAsxJdv2uPvnIn0CtSyZrS0LNF9GlTsa17Fp+9CLX50HThXHtD9V3J+XjshkSn8F//clZVFDA+oUdHd0eEsa/awbzdFXy9uYTUSD23js4kM8rQmFf5IKVSQc8YEw9P781pmdG8tbqAl5fmct+kLIxaFdvL7AxNsfL7yVlYdCpm3zyKjcU2Ln1nNf3izVw9LLXFfgQJcuPIdK7ub4S6POo23Y/DVUlt+kVYUkahdJbi2Pxfgn4PZF/L3kBPfinRcPHAJDKiDKglECmE6KIk+ChCGpwUQVnvOM5/YyUH432ztpQSadDw0cxhGLUqxj2/hCKbi6fP78+/ft7Dl5sPPRB/trGY8ZlR/Pq0HvxrwZ7G7f+9cA/vXT2MpXlVXD44uVkFa6NOzcxhqczaUhqyX5cNTibZosdbm0/J5zPw2fIa2+o2vUbkuMewDL4dlS6yVX8e4vj47MWUfXc17qIljcvqd3yEsfelxEx+GrXx+PPaCNHW9BoV+jAVpg+XV+Vg6itLyas6NGX51eX7+PtZfblzXCZef4BH5uzgv8vyG9u/3FzCXWOS+Mfg/VR8dyUEG6ZCOvZ+g1L3GLMu+oHx73kpsrlQKxX8ODON2KWX463eiePAPjTb3ubygb/FM+Vi/vzzoXPkzaPSiW6hIvf2cjsTX1qKzeVrXLavxsmlg5J5dXl+yG0uHpjElJeXUVrnbuz/4GQL39w0Sipdi05jeX41SgXtNu3amfs9KnMyKnP7jLQ8Wb2jlMzL9+L0BTGom75Q0adOwrb+Rep3fIR1+G8bl++2NaRxSJHg4zHrZYnBpNaysGSPBB87qT0V9Ux6aSlFNlfjspeW5PP8RQO4bkRayGnWKqWCZKuetYW1/O3Mvlzy1ipch+W6f+GXPL65eRRPzN/FL7nVwKFnpSHJFtaHmdEwNiOaoKcG54ZnqV31r8M6+TW1kdnETHqK+l2fQcAHu78gJWkCQ/o8w6B/L2Te7WMYkxHdSj8VIYRoX/LqRITkD8JvvtpM4IiBMTVOL3/6bjubimspsrlIsuiwGjRNAo8HLcmrZndFPSPSrI3LbC4ff/puGzVOX5P8KIcbnhbJ2IzmoxdTrHruGJeJVuGhZuXfmwQeG/u39M/47UXH92FFq3Pkftsk8Ni4fOdneMo3hthCiK7B6fHxt592Ngk8HvTQ99sprnOxq6K+SeDxoOv7a6n84brGwONBAXct6uV38ueJMQBc0j+GqNz/4a3e2WwfwU3/4fKsAHp1w+W7X4KZs/qGH01cbndz3YfrmwQeAT7fVMylg5JC5uednh1Lud3dGHg8aEORjbdWF+D3N88hJ0RHWJZfTc8YE4ZjeGlwsgKualxFy9EljuoyaV6yo5T4g7CpvPnoR6XGhD55HHVb3yF42CjoPbYKzGodFo3knztWKoWSgVFJLCje09FdESHUub3cP3trk8DjQfd8tZmSEMsPSrLoeO7CAdz39ZYmgUcAjz/AzA/WcuuYzCbLX16Wz19O74NO3fwx+8EpvUiM0OGr29c08HiAr2YXjj2zMPY8r3GZv3gxvdzL6B1n4sr31lJUG76/QgjRmXW54ONLL73Etdc2ne6yadMmZs6cydChQ5k0aRL/+te/8Hg8je2BQIDnnnuOCRMmMHjwYG666Sby80OP9hANdlXUN7vIHrS2sJZgsOHG+6y+8Xy+MXyw76P1Rdw1rgej0yM5OItxc0kdPWOMzNlRFnKbHtFG3rt6KC9dPJBhKVZyEsw8ND2bn+8YS1asiYCzAvv2D8Ies3536ATqon34HeXYNrwctt227kUCXkfYdiE6s/J6L++vLQzbvqWkjldCBB6jDBqs3jyC/tAPDZ6ydVydo+eGkWncNSKC4K63wx7DWPgF149I49kLBzDn1jEtjkR0ev04DhTp6hlj5PTecQxJtuD1B3n4h+38fPtY/jwjm34JZoanWnnnqiHcPyWL387aEnJ//12WT2m9J2SbEO1teX4V/dpr1OO+uaBQoIsf1i7Haw09rEo0SlgdZuq1IWMG3sqteMrWNS7bXVdJitHSZQKsncWAqESWl+fjC0hRxM6mot7LrC3NB0lAQw7G+SGKth0UadASZdBQUNP8hSNAud2DWdv05ce+aif/WbSHZXefxi2j0+kTZ2Zyrxh+uHU0v5vcC6tBg337R2GPad/5CaZe5zdZptv9Gg9PiCEzykhFfejBG0II0dl1qWnXb731Fs899xwjR45sXFZVVcUtt9zCGWecwd///nfy8/N58MEHCQaDPPjgg0BDwPKjjz7i8ccfJyEhgSeffJJbb72V2bNno9WGn6p2KnMepaK0N9AQmNSqlGGDlAAOjx+rXs2UrFgemdGbt1cX8OmGYvzBIHb3oZE41Q4PBTUuPttYhNPr5+KBSVw2OIlzc+LxBxsqtx5MthwMBMAf/uE36JUqrR0pGAwQ9IW+SQMI+uohKDfnomsKBoN4Whj55/UHmpzbDtKqldDC9wJAqwzw4kUD8dfvpzxMkBJA47fzxLn9sOjUIQMEPn+AfTVO5u4sZ3NJHXef1oOJPaPZVGRjUW4V07JjefPKIWwttfPysjzGpEfx5Q0jidCpiTdrueLdtWHP6w6Pn8CRQ+KF6AA1Ti/bSu2c26/t03gECeLI/R5t7EAUmqMXouosNEoFvSKVrCoJfc3Vxg9HqY+lbuvb6BIagqq7beVS6foEDIpK4jXfCtZXFTEiNq2juyMOEwgEm83kOlyoa3aT7Y9yyfMFgigUDYHMgxbvraLI5uK5Cwdgc/vQqZSNuSUr6z343aGnZAMN99BKzRHLHMQZVQxNseDxB6l2eIgyarG5vBTWuvhyczHldi/n5cTTLyGCJIuMXBZCdD5dYuRjaWkpt9xyC88++yw9ejTNpbJ27Vpqamp44IEHyMjIYOLEiZx//vn88ssvAHg8Ht544w3uvvtuJk2aRN++fXn66acpLS3lp59+6oiP0yUMSIwg3EvvtEhD4wV2aV41Z/SJC7ufs/rG89bqAp6Yv5vz3ljJhB4x3DgyjXqPnzP6NEwVrKz38K8Fexjyn4X839xd/HvhXsa/sIRrP1yHSqkkI8rYGHgMBIKUuLVoUqeGPebhUxVE+1PpozFlXxK23dzvGpTaiHbskRCtx6JXMzUrJmx7n3gz141o/uBZZnfjjegDhD6xqsypKPXRGLQqlFoLuoyzwh5Dl3UpVr0mZOAxEAiysqCGgU8t5PbPN/HCkjx+89VmZvx3OTFmHT/uKKdfQgTXfbiOa95fy/O/5HHNB+vo+8+f+X57GU5vgOtGhE+Wf9HARGKMmrDtQrSX5fnVBGm4X2lr3spt+OoK0CWMPPrKnUyfaCUri0MHHxVKFYaM6dRv+4DAgZcju22VJEvw8bhlW+PQKlUsKc3t6K6II1j0aoanWsO2T8sO/xwDEGfWhswJCaBXK9GqlBxZv02pgD5xZvQaFfFmXWPgsaDGycVvr6Q28dywxzNknIG7aGmTZf70C3lqWTXPLs5l1LOLeXLBHoptLt5fW0j/Jxfw8Pc7eHbxXqb/dznnv7GS/bUtv+wUQoiO0CWCj1u2bMFqtTJr1iwGDx7cpC0yMhKADz/8EL/fz/79+1m4cGHjetu3b6e+vp4xY8Y0bmOxWMjJyWHVqlXt9hm6mnizjvsm9my2XKGAFy8eSJ84E2qlgo3FNjKjjWTHmpqtG2fWcl7/BGZvbSiMEAzCvV9v5s7xmWwuriU9qmGq4K4KO/+cv7vZ9j9sL+fbrU0LzxTZXJzx1jbcQx5DoWqeq0yfPh11ZPN+i/ajUGmIGHAzyhBVrdWRWRjSp3VAr4RoHVFGLf8+v3/IXE6n94kjxWJgRFokg5ObPrwHg/Dxdi/GIfeE2KuC2KnPozIlAWA0RWEd+xgKdfMRVuqkcWii+4btX6HNxQVvrGo2er2i3sND323jiXP78c2WkiaVtQ+65ZMNFNa6GJ5qZWhK8+CDVa/mwSlZGLRdatKE6KaW5FURZdCQYm37ET6OvB9Q6qNQR2W1+bFaW99oJXm2IGWO0KOZDRlnEPDU4tj9JfVeN4WOWlJNke3byW5Aq1TRxxrPktK8ju6KOEKcWceLFw9ErWz+wu6SgUmkHuUckmTR8Z/zc0K2PXpGH95ZXdBs+YNTsogzN51d5/L6+fvcXSzeW83G+iRUieObbadQG7EMvp26be81LlMZE7ClXcm3Oyoblz21YA8ldW7u+mJTs32s2V/Li7/k4ZX8zEKITqZLPEFMnTqVqVNDj3QbMWIEv/rVr3j22Wd5+umn8fv9jBo1ikceeQSAkpKGHB9JSUlNtouPj6e4uDjsMadNCx8gKS4ubra/7sZq0PDglCxGpUXyf3N3sb/WxbAUC38/ux/9EyLYXlrHVzeO5OWleTz03XZevHggc3eV896aQjz+AOflJHDFkBR+/eWmJtMVAsGG0ZIPTskm1qzD5w/wwpK8sP14evFezuufQEJEw41Bkc3F9rJ6bp2j4tWzF6Lf8iT+wvko9VH4+tyOsd+lqEMEvUT70lgzSb5iMba1z2Lf+SkKpZqI/jcQMfAW1BEyHelUP790dTnxEay+dyKP/bSDuTsriDJquHdCTy4ZlET8gQIu39w0indWF/DKsnyc3gBn9o1jfO80ltZdz+CJQ9Bu+Td++37UsUOJHP8Y+tj+TUYy6qJ7E3/lcmpW/APvvjkodRa0/W8nou+VGK3JYftWWOOk0hE6LcX6Ihs9oo3csi58zspvtpTw+ylZfH1j0/5fMCCBB6dk0Sum+Ysm0XmcSueWJblV5CSY2zw3YcDvwlXwM7qUCSgUXeKdfRP9ohv6vLLYz7m9mvdfHZGKNm4wto2vUR4/GYBUY/hRYiK8/pEJLCjZQzAY7JY5M7vy+WVQkoXV907kz3O2s3hvFbEmLfdP7sW5OQnEmpsPZjicVqXikkFJ9Ig28tD329lRXk+vGCN/O7MvQ5ItnNYjmmqnl/VFNtIjDTwyI5tJPWOx6JvOEiizu3n7QKDy+q+L+Pbq50lP/Q71zv8RcNvQpp+BZeQD1OYvQKk2ElTpUPW8FFvPW7nw49ImoyvHZkbxyfrw1/KXl+Vx1/jMFnNCCyFEe+sSwceW2Gw28vLyuOaaazj//PMpKCjg8ccf569//SuPP/44TmfDsPMjczvqdDpqa2s7ostdRpxZx+VDUpicFYvHH8CsVRN5YNpAoc3N9R+t49rhqVzQP5ENRTbq3X7+NC2LkelR/GfhHs57YwVef/NEKTaXt/FC7wsEqWyheEGN04v/sOil3d0wmmdBro1hb9Rzy/D7mDzifmzuIC+tcfBCuplhzQtliw6gsfYgasI/sY58AACVIR6FqsufcoRAo1bSPzGC1y8fTI3Th1qpICFC1+RhMzXSwINTs7lhZDp7q+r53/J9XPDmSty+AH3jk/nNyP+RbFayodzH1docemqbBvXUag3q2L4op76Iz1UNChWGiERUqpar+tYdJXeV1xfA4Qmfc7XM7m7S/xtHpRMIBok2aDFo276isBDHwuMLsGJfNdeHSHHQ2lwFiwj6XF1yyjVAvFFBnEHBsmI/5/YKnTLB0OMcalf+g337VwLIyMcT1D8qkY9y15NvryYzIrqjuyMOo9eoGJRs4Z2rhlLn9qFSKkiMOPZR05EGLVOz4/g22YrD58egVhFjani2TLTo+fz6EdR7/ehUSuLCBDP9wSDuA/mUHR4/U97KZUKPsdw2ZBpmrRKvKoJXvyzHpBnG25ctQQE8MLeU1/6bh++IxJNGjYoqpzdsf+vcPiQ7sxCis+nykYCnnnoKm83G888/D0D//v2xWq3ccMMNXH/99ej1DRcWj8fT+GcAt9uNwRD+bdC8efPCtrX05q87ig9xEe0bb8bm8vFiiFGLz1zQn22l9pCBR4CpWbGNf9ZrVFw6KJk5O8pDrntmn3iiDIduljOiDCgVDSMo7W4/zywt5ZkDbRE6deONgOgclGodSnP4UVqnKjm/dA9mnQazLnz+Q5VSQbJVT5HNxbtr9jcu315m545vGwpj9Ykzc8tp4YN6ekMEGI49p12PGFOzxPcHWfVqlEoFo9MjWbGvJuT2Zx1WvEOlVEjS+i7mVDm3rNlfg9MbYFBS2+cmdOR9jyYqG5WhawaTFAoFOTFKlhaGfzGhTx5PnS4KzY73sGr6YtXK9/5E5EQ2nD+Xled3y+Bjdzi/WPSaZiMSj0e0SUuof9koo5ajjX0wa9UMTbGyrvDQ4JfFuTUszq0B4INrhrFqfy0j0qz49YloVQqc/opmgUeAjcU2bhubwf+W7wt5rEk9Y5pV4RZCiI7W9eaPHGHNmjUMHDiwybKD+R5zc3MbpwCUlZU1WaesrIzExMT26WQ3lBCh48ZRoUccpEbqefbCASEL1ozPjKJnTNM8ZjN6x5EWYlqAUaviwalN84vFm7XcfVqPZusC/P2sviRbWp46IYQQ7S09ysCMMAntn72wP4mtGOCLN2m5c1xmyLYHpmTxwi+5PDAlixCprxieaqVvvLnV+iJEW1mcW4VBowyZb7o1+ez78VZsRps4qk2P09b6xypZVxbA6Qv9Ulih0mLIPJPM4h/JNso0zRMVqTWQarSyvCy/o7siOqE4s45nL+wf8vloZFok1U4vdrePf52TQ6RBg1Gr5g9TszGGCCKqlUoGJVkYnNz85aRKqeDJ83KIMsqADCFE59Llg4+JiYns2LGjybKdO3cCkJmZSd++fTGbzaxYsaKx3WazsXXrVkaMGNGufe1OIg0aHj+7H/85vz8JB3Kc9Y03M+umkUzJimVEqpXFd41ndHok0DDi5qHp2Xx87YjG/I0HpUcZWHDnOG4elYZOrUShgHNz4llxz2n0jG4aqIzQa/jjtGxevmRgY5L5rFgTn1w7nKuGpqA5ypREIYRob/FmHW9dNYS/nt67cST3sBQrC+4Yx7jM1h0dYzFoeGR6b168aCDJB4Ka2bEmPrhmGGqlgo/WF/H5pmJ+um0s4zMbxmlE6NTcP7kXX944UkY6ii5hwe4K+idEoAoVRW9Fjtw5KNRGtDED2vQ4bW1ArApvgLBVrwGMPc9FHXBziWdrO/as++kXmcCysryO7obopIalWPnlrvGMyYgEGipx/3p8Jn+cls03W0pYfs9p9Es49BKwV4yR5fecxtl941EoQKdWcvOodBbeOY6eMSa+vXk0f5yahelAgHJiz2iW3X0a/ROOfcaEEEK0ly4/7frGG2/klltu4ZlnnuHiiy+msLCQRx99lEmTJtGvXz8AZs6cyVNPPUV0dDQpKSk8+eSTJCYmMmPGjA7ufeuoqHdTbHOzs9xOnFlHj2gjqVZ9myS7dnr9lNS52V5ahzcQ5LycBC4dlIg/CHq1sklgcVxmNN/cPBqHx4dS0ZATrczuYVleFUU2Fz1jTKRY9cQf6PNzFw7kz6f3IRiESIM67LSIeLOOX43J4LycBLyBIDq18rjythwPX30xvrr9+Or2obFkojKnoDbJiFkhuqNgMEhhrYu8Kgeldje948wkRehaTEZf6/RSaneztbQOk1ZN71gTSRYdWnXTFyFJFj0PTcvmpgM5FA0aVdi8UEfj8voprnNTZrPTy1CHzpkLXju62BxUxnjiIyK5fVwGFwxIxBsIoFOpSLToKK1zcfmQZDRKJYkROr66cRT1jednrby8EV2C1x9gcW4VVw1NadPjBIN+nPlz0MUPQaE68WmanUGGRYFVC4v3+5iUFvrWX2mMY7U6lenVC7EF/KCU88GJyIlM4MVtS3D6vBjUXfv3prvy+P0U1brZVVGP3e2jf2IECWYdVsOx/3t5PW489UV4q3fjd9ehj+sP+jhM5pZfKBq1asZmRvPNTaOp9/hQKECjVOLxB3j/mmHNRiuqVUoGJFr4YOYwapwN68catbh8fraV1rGt1M607FhuHJWOQa3AoFUTLSMehRCdVJcPPp522mn897//5cUXX+Ttt98mKiqKGTNm8Jvf/KZxnXvuuQefz8fDDz+My+Vi5MiRvP76682K0HRFRbUubvlkPT8cljMx3qzl+1vHMCTZ0qoByDqXly82l3Dbpxvx+BsSJquUCh49vTe3j80kOkS+xViTFg4s315Wx5n/W8G+amdj+6g0K59cN4L0KCMGrYo07bFN91EoFCRb23ZqkLdmD6VfX4C3emfjMk10DgkXfIXGmtmmxxZCtK9gMMiGIhtnvbaC0jp34/Lp2bG8eeUQUkKcb8rtbv4xbxfP/ZLbmGPRqFXx4TXDmN47DoOm6cO7SqU86cqTdrePWVtK+HJ9Pk+OrMT+7fXUeesb2yMG3UbUmEdQGeNJtjZ9KXPkqPMYk1by5IouZ3VBDfUeP0OT2zbfo7t4JQFXNdqk0W16nPagVCgYEKti4X4/D4dZp8JVzzfqLP7P9TO+wnk40k5v1z52FzmRCfiCAdZU7ue0hNBpgkTHcXn9zNtdwRXvrmksvqZQwF3jMnl4Ru+Qee6P5HY5cO5fSM2cqwkeuP7aAG3OrTDmEUyWow9SON7r7+G5KktsLn73zVY+XHeo2rVVr2bWTaMYky5VN4UQnVeXm3b9xBNP8O677zZZNmnSJD755BPWrVvH/Pnz+eMf/4jReGi6rkql4v7772fZsmWsW7eOV199ldTU1Pbueqtzef38Y96uJoFHgDK7h+mvLKOgxhlmyxOzu9LBjR+tbww8AvgDQR7+YQdrC1uuHF5U6+Ls15oGHgFWFtTy6y83U9tCxbaO4HOUUfbtlU0CjwDeqq2Uf38tfmdFB/VMCNEW9te6OP3V5U0CjwBzd1Xw2I87cXqaF2v4aWc5zy7ObVLcxeHxc/Hbq5ud61pLbpWD6z5ax2MTzQR/vrLxweeguo3/xbH32zY5thCdwdxdFZi0KnrHtW1+Ukfut6gjUlGb23aEZXsZFKdkVYkfuyd03sd8ezW5qijslt5Ytr0aumqVOKoe5mgMKg3LZep1p7SvxsmFb65qDDxCw6/6C0vy+GF7WQtbHuK376f6u0uaXX89W/+HY+/sVu1vs2MHgry9uqBJ4BGg1uXjjFeXs7+2be49hBCiNXS54KM4pKTOzesrQ1c5q3Z62Vpqb7VjeXwBnv9lb9j2v8/bRU0LAcQim4u8qtAXxG+3lVJm95x0H1tTwFGOp3xDyDZ3yQr8jtDVuYUQXdP2MjsV9aHPQ2+v3k/JEeeo0jo3/zd3V8j1/YEg76/dH7LtZPj8AV5amsfY9GgMRd9CIHT12pqVT+CrL2n14wvRGfy0s5xhKdY2zffod5bjLlmJLrHrj3o8aFhCQ97HJUWhzxt5dVVolSrcmeejq96KvmRxO/ewe1AplfSxxrG8XIrOdEYfrS/EH6J6NMDf5+6ipM511H3Ydn0R9vrrWvsk9prCkG2todjm4qkFoZ/HXL4AC/ZUttmxhRDiZEnwsQtz+fy4fYGw7XnVjlY8VoA9leH3t6/aicsbPpF5qd0dti0YhHpv6It4Rwl461psD3pbL7ArhOh4BS2MVPT4AziPOL95/YEWR5dvK7MTCPOAc6Lc/gC7K+qJM2vR1YcOfAL47AVhH4yE6MpsLi/L86sZnmpt0+M4cn9AodSijR/apsdpTylmBXEGBfP3hb5Xy7VXkaCPwBvdH48li8hNz8voxxPUz5rAsrJ8gvLz63S2tTAwo6DGic9/DP9mNTvCNvnsBSiC4Z+HTpY3EKTSEX7Axo5yeT4RQnReEnzswkxaNTEtJBUelNR6+ZBMGiWn9QifRHlkWiQRuvApRDOiwuc506uVWMMUl+koKn0MEGZUhUKJUi85VYToTvonhq8MGWXQYNY2Pb8ZtSqGpoQPgEzLikXZyiOzDGoVE3vGsKuiHmfM+LDraeMGo1BL1WrR/czbVYEvEGREWmSbHSMY9OPI/Q5t3JBu9T1SKBQMTVDyY17oFxO59iriDWZQKLD3vBhd9RYMhfPauZfdQ05UAiXOOvbVV3d0V8QRpmXFhm0bmmptlqs5FFXypLBt2rjBoGq784ZBrSQr1hS2fXxmywVvhBCiI0nwsQtLtuj5y+m9Q7b1TzTTI9oYsu1EqFRKbhyZHvKirFIq+NP0bEwtBB8TI3RMyYoJ2XbPaT1Iijixqq9tRWmMx5R9Scg2c79rURkT2rlHQoi2lBFlYHCYAhaPzOhNiqXpOSraqOXxs/uFXD/KoOHMvvGt3kelUsHVw1LIq3JQGTEapSH0Q1T0aU+gCtMmRFf27bYyMqIMJFva7uHeXbScgLMCXcq4NjtGRxmZqGJndYC82qazZgLBAHl1VSQbG86Bnqgc3FEDiNrwbwh0rpzcXUE/a8M94rIymXrd2UzvHUe0MfSAhyfO7ndMRWBMaZPCXn/NY/+BydL61/+DEi16/nlO6HuPVKueIS28FBVCiI4mwccuTKVUcOWQFJ48LweLviHwp1DAOf3imX3zaJJa+eY8M8rAwjvHNRkh1CPayJxbx5Ddwls4gFiTjneuGspVQ5Mb8zQZNCr+MDWL+yb1RH8Mbxrbk0pnJXryvzEPuAWUDTcpCpUOy+C7iBr/N5Ta8KOkhBBdT6JFz9c3juT8/gkoDgxYjNCpeeKcflwzLAWVqvnlclByBF/eMKJJIGR4qpWFd41rcbT3yciMMrLorvH8bZkDz7Rv0SSMamxTGROJO+dDdN1oqqgQBwUCQb7dWsro9Mg2PU79nq9RWzK6TaGZww2NV6FSwJwjRj8WOWy4Az6SjIdewNRlXYHaXkDErg/au5tdXpTOQIrRynIJPnY6GVEGFt05nhFph4J0SRYdn10/IuwLyCMZo3sQe/E8NIlNr7+WM95HEzektbvczOReMbxxxeAms98m9Yxm/h3jSItsm3sPIYRoDYqgJCQ5btOmTQNg3rzOMR3F6w9QbHNR6/Jh0KiIM2mxGtpuGnOZ3U1FvYdgMEi0UXtcQU6720dpnRuH10+ETk2yRUelw0tFvQd/MEisUUuyRd/q0xVPVMDrwO8oJei1o9CYUZkSUarlwi7aTmc7v5xqal1eyu0enF4/Fr2aZIseTYjA40HBYJAim4tqpxeNUkmMSUOsqWGUZInNRYXDg88fJMbUcG5rrSIZZXY3tU4vVqUNc9CGGh9KXRQqczIKRec4f4rOpaufW1bkVzP2+V94+vz+xxwkOF5eWz4VP96Cqe/V6BKGtckxOtqfFruI1iuYddGhl8YLS/bw2PofeXTIGZi1h0Z5R+x8B0PpcorO+ha/zPg4Lk9snE+V28HK8+/t6K60i652fqmod1NZ78XjDxBt1JBs0R/3tbPeVkbQXUnQ70Whi8JoTUGpbHq/4A803CNU1ntQqxTEGrUktsLgkIP7rXF60amVxJm0RLWQiksIITqD8PNkRZehUSlJj2q9KdZHE2/WEW8+sWnSZp0a84Hp2T5/gNX7a5n5wVr2HihmE2fW8vIlg5jRO67FHJLtRakxorT26OhuCCHaiVWvOa4ctAqFghSrgRTroZcS/kCQ9UW1XP3eWnZV1AMQY9Ty3EUDOKdfPJZWyHF76DxsBpJPen9CdHZfbi4hyqBhQAv5WU+WY/dXKLURaOMGtdkxOtqYJBWvbfJS6w5i1TUEW/bYKrBodE0CjwD2HpegL19L9Jq/UX7a8yAvNo5Z/8gEnt+2hHqvG5Omc6UWEg0zsg6+KDxRDdOrw0+xtrm8/LC9jLu+2NxYJCYr1sT71wxjaLIFdQsvNo9GpVSQFmmQkY5CiC5Fpl2LDpNX7WTqy0sbA48A5XYPl769mm2lLVebFkKIziq/2sHkl5Y2Bh4BKh0ernl/LeuLbB3YMyG6pmAwyOcbixibEdVqo4ePFPDU4sz/CV3yOBTKjn/52VbGJqvwBuD73ENTr3faykk1RjZbN6gxYes9E2PRfEx5s9qxl11fTlQi/mCAVRUFHd0V0UE2Fddx5Xtrm1Sn3l1Rz5SXl5Jf7ezAngkhRMeQ4KPoEIFAkHfXFODyBUK2/3nODmwuSXIuhOh6Pt9YTL3HH7Lt4e+3U33Yg4gQ4ujWFtayp9LB5F6hC9e1hvrdswgSQJ80ts2O0RnEGZX0i1by+c6Ge6wgQXbUlpFqCl2owh03AmfCOKLX/g11neQwPFaZ5ihMai1Ly/I6uiuiA1Q7PDzyw/aQbQ6Pn082FLVzj4QQouNJ8FF0CJfPz/L8mrDtG4ts2N2+sO1CCNEZ+fwBluRVhW3fXFJHvTd0YFIIEdqH6wqJNmgY2kaVXAN+N47dX6FPGIlCa26TY3QmE1JVzM33UeMOUu60Y/O6STVFhl3f1vtaAhoLcUt+g8LnCLueOESlUNI/MoFfSnM7uiuiAzi8fjYVh5/FtTSvCrdP7gWEEKcWCT6KDqFTq8hJCJ+3qUe0sdNVwBZCiKNRq5Qt5qTLjDKgP4k8T0Kcarz+AO+t2c+kXjFtNuXaufcbAt56dKmT2mT/nc3EVBW+IHy5y8u22jIA0loIPgbVBmoG/Bq1fR8xy/8AwdCzVkRTA6KSWFqWhz8gP69TjV6tIjM6fD7G/gkRaOVeQAhxipGznugQKqWCX41JJ9xzxF/P6EO0VG0TQnRB1w5PQx3m5PbXM/oQe4IFu4Q4Ff2wvYwyu4cz+4Yv7HAyAn439u0fo0sYjsrQdtO6O5MYg5Kh8Ure2+pla00J0VojFm3LFXh95lRqc27DWDifqHX/hGCwnXrbdQ2MSqLO62ZTdXFHd0W0sxiTlr+e3idkm0qp4IZRacddXVsIIbo6CT6KDpMZZeTLG0Y2qWqtUSl46rwchqe2zdQqIYRoaxlRBmbfPAqr/tC5Ta1U8Lcz+zA+M7oDeyZE1/PKsnyyY01kx5raZP+O3V8R8NahT5/WJvvvrKZnqFle7GdpUR3p5qhj2sYdOxRb75lYdr2LdcsLbdzDrq+vNQ6tUsWikr0d3RXRAcZkRPGPs/qiUR0KMlr0ambdOJLMKGMH9kwIITpG9y3nJ9qNzeWjyuEhSJBIvYaoYxyxaNCqOLNPPBt/P4n9NS48/gCZUQYSInQYtfKrKYTomvQaFVOzYtnwu4Zzm9sfICPKQIJZh0nXNuc2l9dPmd2N1x/ErFORENHyKCYhuoK9lfX8sL2M30/u1Sb7D3hs1G//EH3i6FNm1ONB45JVWLWwfH8094xwH/N2zpSpKH0OIre8DAo1tf3vaMNedm1alZp+1gQWluzhnv4TOro7oh35A0GcXj9XDknm4kFJFNa60KmUpEbqSbboUcuUayHEKUgiPOKk7Cy388DsbczeWkIgCJN6RvPshQPISYg4pgurRq0kI8pIhrwBFEJ0I2qVkvQoI+ntcG7bX+Pk8fm7eHNlAS5fgJwEM89cMIDRGZFE6DRtfnwh2srTi/ZiNaiZ0kZVru1b3yEY9KPPmNEm++/MtCoFo5K9zN/Xk2R9+XFtW59xLgQDRG5+HoXfTc3A34BMIQ1pcHQS3xRsJRAMoFRIwOlUUFrn5t01+/nn/N1UOjwkWXQ8dmZfzs9JIE7SrgghTmFyFRQnLK/KwWkvLGHWlobAI8DCvVWMfX4Je6ukGqIQQrS1YpuLC99cyctL83H5GooabC21c/qry1m5r6ZjOyfESSirc/PGyn1c2D+xTQrQeWt2Ub9nFob06Si14YtEdWcZUWUEAmpWFx9/Ooj6zPOx9boC67ZXiVr3uBShCWNoTArVHicbqyTv46mgzuXlbz/t5IHZW6l0eAAotrm59ZMNvLIsH5dXKlwLIU5dEnwUJyQYDPLlpmIq6j3N2pxeP08t2IPTIxdYIYRoS7sr6llbaAvZdu/XWyirO/bplEJ0Jv/8eTdKhYILByS2+r6DAR+1q/+DypSILuXUnQ5b7Col2VrNB1t0nMgtmyP9LGp7X0fErveJWfVnCMh935H6RiagV6mZV7Sro7si2kGp3cMry/JCtj0xfzfFck0WQpzCJPgoTojd7WPW1tKw7XN3lVPj8rZjj4QQ4tQzf3dF2LYtJXXYPb527I0QrSOvysFLS/O4dFASFn3rpw6wb38fb+1eTNmXo1C2/qjKrsDt95Jvr2J8aj2VTgWzdp3Yz9mZMpXafrdiyvuK2OUPQEDu/Q6nVaoYFJXET0U7O7oroh0U1boaZ4Mdyen1U+VoPmhDCCFOFRJ8FCdEq1aSEBE+b0msSYtWJfl/hBCiLSVbwheWMWhUqJVymRddz++/2YJFp+bywcmtvm93+Trs297HkDEdtSWt1fffVeyqrcBPkEExZkYl+3lzoxb7CcZFXInjqOl/J8b9PxG79HcSgDzC8NhUFpfuxemTn0t3F3GUonJ69an5skMIIUCCj+IE6dQqfnNaj7Dt90/OIsYkSZWFEKItTc2KRaUM/aLn5lFpJERo27lHQpycb7aU8MWmEn41JgNDK+d69NUXU7Ps/9BEZqNPn96q++5qttSUEKU1YNXpOaeXF6dPwWsbTvy+zR03gpoBd2EsWkDsst9DQEZdHzQyNh2X38eCkt0d3RXRxuIjtKRFGkK2DUqyEGeWa7IQ4tQlwUdxwvrEm/nzjOxmy68dnsrEnsefvFwIIcTxSbbq+fTa4aiPCECOSLXywJQsdDLKQnQh5XY3t366gTHpkUzNat0K1wF3DVWL/wAqLea+M1GcwpWHg8EAW2pKyTA33KtF6YOc1dPLZ9s1bCg78XOGO3ZoQwCycD6xK/4gOSAPSDdFkmSw8F3Bto7uimhjKVYDs24cSaShaRqDxAgdH107jHipdi2EOIW1PDZciBZEG7XcO7EXVw5JYU+lA4NGSbJVT6JZT6Sx9XM0CSGEaMqgUXFG33i2PziF+bsrKLG5mZwVQ1aMicQDU7JrnF4cHh9GrbrZA5EQnUUgEOS6D9fh8Qf43aReKBStl7rF76qiatEDBD12IobchUJrbLV9d0V76qqw+9xkRRwK8E7J8LGpXMVfF+t58xwHkfowieuOwh07lJqc24nc8jLRahNVI/4Krfhv2RUpFArGxKXzTcFWnhtzUav+bov2U1HvxuMLYtWrMbUwvXpQsoV1v53I6oIatpTUMSzVyuAkK2lRoUdECiHEqUKCj+KkGDVKgsBH6wuZv7uCOJOOB6b0Ylp2XIs5IYUQQrQOg0ZFzxgTPWNMTZbXOr1sLqnjL3O2s7XUTp94M389vTeDkyxEGmXql+hc/vjdNn7aWc7jZ/cjxtR6v5/eun1U//IQQZ+TiEG3ozK07ojKrmhd5X4saj3xenPjMqUCrh/o4ckVev6wQM8z053oT/ApwR0/EpvfhXX76wR0UdQMurd1Ot6FjU/owZf7NrO2spDhsakd3R1xHMrsbhbsruCJ+bsptbuZ2COGh2dkkxVrCjm7QKFQkBFlJCPKyCWDOqDDQgjRSZ26c05Eq9hSamfY04t4f20hxTY3G4ttzPxgHb//ZguV9VLRTQghOoLXH2DWllImvLiE+bsrKalzs3BPJVNeXsanG4tx+2Q6pOg8XlySy5ML9nDbmAxGpkW22n5dRUupnH83ABGD70Jlim+1fXdVXr+PtZWF9LbGNRuRGKUPcutgNzuqVPx+voG6k7iNcyZNwNbrCqzbXiVi57sn2euub2BUIhaNns/zNnZ0V8RxqKr38MgP27nyvbWsL7JRbHPz8YYihj29iPVFto7unhBCdCkSfBQnrLLew6+/3ITbF2jW9v7aQvbXOjugV0IIIYpsLu7+alPItvtmbaHE5m7nHgkR2lurCrj7y81cOiiJSwcltco+A343tvUvUr30L6itvbAM+TUqg+SiBlhbVYg74KOvNXQgtkdkgDuHutlRqeKmb01sKjvxRwVH+lnUp51J1LonMO77/oT30x2olSpOS8jk49x1BIMnNqVdtL/iOhf/W76v2XKvP8idn2+i3C7XUiGEOFYSfBQnrNblZVleddj2n3aWt2NvhBBCHFRu92Bzha426/D4KamTBybR8V5fsY+bP17Puf3iuWNsRqvkwvNUbqHip9upz/0WY9aFmHOuQ6HWt0Jvu74gQRaV5JJpisaiDf8z6RUV4PejXWhVQW6fY+KRRXq2V57YI0Ndr8txJYwhdsUf0JWtPNGudwtTk7LJs1ezvDy/o7sijtHivVVh29YV1lLj9LZjb4QQomuT4KM4YQqFAmULzwl6qbIqhBAdQtXSyRmaVccWor09s2gvt366gfNyErh3Ys+TDjwGfE5s61+m8uf7UChVWIfehz7lNCnucZhtNaUUO2sZHJ181HXjjEHuG+nmqn5uNpSquPk7E9fPNvL+Fi0l9uP4mSqU1Pa9GY+1N/GL70JTvf0kPkHXNjg6mQS9mTd3rerorohjpFO3/KislGupEEIcMwk+ihMWY9Rybk5i2PYZvePasTdCCCEOijdrSbKELvoVa9ISLwXBRAcJBoM89P02fjtrC1cOSeY3E3qgPMkAoatkJeU/3oIjdzbGXucRMUTyOx4pSIDvCraTZLCSYrQc0zZKBYxL9fPIeBe/GuImQhvkf+u1XPKlmdt/MPDtbjXu0AOsj9iRmpoBv8avjyVh0a2o7ftP7sN0UUqFgjNS+vDR3nXUeiQ1UVdwWo+YsMXap/eOJUaKtwkhxDGT4KM4YRa9mifP7Ue8ufmF9/Gz+4Z98BVCCNG2ki16PrhmOFpV08u8Wqng/WuGkWyRaaii/Xn9AW7+ZAOPz9vN7WMz+NWYk5tqHXDXUL3yCap/eQiVLhLL8N+hT52IQiG3t0daUVZAkbOWsXHpzQrNHI1KCQPj/Nw0yMM/Jjm5boAbX0DB48v0XPSFibc3aTna7NOg2kD14N8SVKiJX3ATKmfZSXyaruuctBzcfh9vyejHLiHRouOZCwY0Wx5j1PLchQOINGg6oFdCCNE1qTu6A8frpZdeYtmyZbz7bkPlvGuvvZaVK0PnkPnnP//JhRdeSCAQ4IUXXuDTTz/FZrMxfPhw/vKXv5CRkdGeXe+WsuPMrPjNBL7ZUso3W0tJitDx69N60CvWhEUvF2QhhOgICoWCsRmRbPz9JN5aVcDqghqGJFu4eXQGGVGGo07LFqK11bl8XPbOaubvruBPU7OYfhKzI4IEce2bj239iwSDfkx9rkSbMFymWIdR43HyTcEW+ljjSDzGUY/h6NUwMsnPyCQ/5Q4FP+ereWOjls93aPj1cDczMn1hY5sBrZWqIfcTs/ZxEn6+kZIpbxEwnFqzZGL1JiYnZfGfzQu5o+84tKou9yh2SonQqbl2eCrjM6N5aWkuBTUuzuwbx0UDksiMNnZ094QQoktRBLtQybW33nqLJ554gpEjRzYGH2tqavB6m75uffjhh9m3bx+ffvopZrOZF154gQ8++IDHH3+chIQEnnzySQoKCpg9ezZa7fEPl582bRoA8+bNO/kP1Y04PD60KiVqlYw4EOJEyflFtDZ/IIjb50enVknQ8RTWkeeWghon576+gr2VDh49vQ/DUq0nvC+foxTb2mdxl6xCGzcEY9YFKLURrdjb7sUfDPDytqWUueq4InMIOnXrvxiudCr4aqeG9WVqRif7eHCMiwRT+McLlaOE6PX/JKC1Ujr5TfzGhFbvU2eWV1fFLUs+4fmxF3NH33Ed3Z1WcSrcu/gCATy+AAaNSl50CCHECegSUaLS0lJuueUWnn32WXr06NGkLTIykri4uMb/VqxYwS+//MIzzzyD2WzG4/HwxhtvcPfddzNp0iT69u3L008/TWlpKT/99FMHfaLuyahVS+BRCCE6GZVSgVGrlsCj6BAr8qsZ9exiyu0enrtwwAkHHoMBH/U7P6Nizs14q3dh7n8j5pyZEnhsQZAAn+xdT769ihnJfdok8AgQYwhy82APtw1xsaNSybXfmJizV0244Q1+YyJVQ/6Awmsncd7VqG1726RfnVVmRDTTk3vz6Lo51Lgl92NXoVYqMWrVEngUQogT1CUiRVu2bMFqtTJr1iwGDx4cdj2Hw8G//vUvrr/+evr06QPA9u3bqa+vZ8yYMY3rWSwWcnJyWLVK8q0IIYQQQrS2YDDI/5bnM+mlJcSatLxw0QB6nOA0RXf5Rirm3YFt06voEkdiHfF7tLH9W7nH3Ys/GODjvRtYVVnA1KRskk5yuvWxGBAX4I9jXfSL8fPYEgN/Xqyn1h2mf8YEqob+kaBCRdLcq9AX/9Lm/etMbuk9mnqvhwdWz+7orgghhBDtokskGpk6dSpTp0496nofffQR9fX13HHHHY3LSkpKAEhKSmqybnx8PMXFxWH3dXD6QCjFxcXN9ieEEMdKzi9CiLbQWc4tNU4vd36+kY/WF3FeTgJ3jc9sVvzoWHjr8rFvfgNX4VLUlgwsQ3+DOiK1DXrcvdg8Lt7bs5rcuiqmJ2WTbW2/vIpGDVw/0MOAOD+fbNcyc5aJB8a4mZDWvCx2QB9D1bA/EbnlFeIX3Yat363U9L8TVN2/gnCs3sRtfcfy9JZFTE3K4sqeQzu6S0fVWc4vQgghuqYuEXw8Fn6/n3fffZerr76aiIhDU3CczobpDEfmdtTpdNTW1rZrH4UQQgghuqtgMMjnG4v5zdebsbl8PDQtm2nZsce9H2/Nbuw7PsZVsBClPgpT36vRxg+RKtZHEQwGWF5ewOyCrSiB89P7k2Q88fyaJ2N4op9ekS4+3qblDwsMTEzzcvdwN8kRTediB9VGqgfdiyn/WyzbX8dQOJ+q4Y/gjh/ZIf1uT+ek9mNTdTE3Lf6YWL2J6cm9O7pLQgghRJvpNsHHlStXUlRUxOWXX95kuV6vB8Dj8TT+GcDtdmMwGMLur6WEyS29+RNCiKOR84sQoi101LklGAwyd1cFf/tpJ7/kVjEuI4p7JvQg3qw75n0EPHW4CpfgyPseb+VWlPpoTFkXoU0ciULVNrkKuwuv38faqkLmF+2m3G2njzWO8XE90LdRjsdjFakP8qshbtaWqvhqp4arZpk4P8vLlTkeUg4PQiqU1GeehztmEJad75D48/U4E8Zh63sTroQx0E2DzgqFgt8NmIzN4+K8n17nP6Mv4PY+YzttTkG5dxFCCHEyuk3wce7cuQwaNIi0tLQmyw9OASgrKyM9Pb1xeVlZGX379m3XPgohhBBCdAf+QJCNxTZmby3l/bX72VleT584E/88px8j0yKPun3AW4+3Zjfeyi24S9fiqdwMgQCaqGzMOdehiRmAQtk9g06tocbjZK+tkq01pWypKcEd8NHDHM3kxMHEGcwd3b1GCkXDKMgBcX4W7lPzY66GL3dqGJHkZ2qGj1FJPhLNDYFIX0QGVcMeQle+GnP+bBIW3oLPmIQj9XScieNwxwwh2M0KDGmVKh4bdiYvbV/Kr5d9wTu7VnH/wKmcndq3w4PHQgghRGvqNsHHNWvWMGHChGbL+/bti9lsZsWKFY3BR5vNxtatW5k5c+YJHausrAy/3y9v+YTo5pKSknjvvffa9ZhyfhHi1NDe55fjPbf4lBqKYwbg0ZjwKzX4VDo8agNujRmHPqrJaDStx06SLZeE6jxWFrhYrQSVIohSGUSjDKBW+tGpAxjVfowaH0pF06m33oCSCkdPyur1uPNVsH4jsLE1P36X4jZp8WlUBBUQVCgIKhUElAoCaiV+tbIhoncYg9uP1eXD6SthMSUd1OtjMwwVBfRgTXEvVhUfmpGkxUUk1ZgUNgxEo+VKYtV2xhp2cm39u1h2vt24br1fTZnPSLVPh82vxRHQ4Aqo8AZVVPt1zKnJwBnseoG7xCgDK4NBLvu54bMqfQFMtU509V5iC2pIzK0+pv3IvYsQoq10xPlFdB/dIvjo9/vZvXs3N998c7M2rVbLzJkzeeqpp4iOjiYlJYUnn3ySxMREZsyYcULH0+l0eDyek+rzwWI3kpxZfhaHk59Fg1P559Aa55dQutvPtLt9Huh+n0k+T+dyvOeWotiB7EmZeEzrerRmimMHUszA0CsEAe+B/5wt7EjfQtupxtvRHWhfHvSUkQTBw75fXpjrncYI/R4GaHMbF5tUPnqobPQIM6u/Kt3KG7phbdzjthdQK6mLMVEXAxXpkcTtq0HlD3bKc5FOp6Ourk4Kz3QCnfH341Qj/wZChNYtgo81NTV4vV4iIyNDtt9zzz34fD4efvhhXC4XI0eO5PXXX29WhOZYrV69+iR62+Dgm8GW8qecKuRncYj8LBqcyj+H1ji/hNLdfqbd7fNA9/tM8nk6l7Y6t3RGXf3f6kR07898XtiWUJ/7fwf+63ZubPi/zvhvvXr16k7Zr1OR/Dt0PPk3ECK0Lhd8fOKJJ5oti4mJYceOHWG3UalU3H///dx///1t2TUhhBBCCCGEEEIIIcRhJJO3EEIIIYQQQgghhBCiTUjwUQghhBBCCCGEEEII0SYk+CiEEEIIIYQQQgghhGgTEnwUQgghhBBCCCGEEEK0CQk+CiGEEEIIIYQQQggh2oQiGAwGO7oTQgghhBBCCCGEEEKI7kdGPgohhBBCCCGEEEIIIdqEBB+FEEIIIYQQQgghhBBtQoKPQgghhBBCCCGEEEKINiHBRyGEEEIIIYQQQgghRJuQ4KMQQgghhBBCCCGEEKJNSPBRCCGEEEIIIYQQQgjRJiT4KIQQQgghhBBCCCGEaBMSfDwBM2fOZObMmR3dDSFENyTnFyFEW5BzixCircj5RQghxNGoO7oDXVFxcXFHd0EI0U3J+UUI0Rbk3CKEaCtyfhFCCHE0MvJRCCGEEEIIIYQQQgjRJiT4KIQQQgghhBBCCCGEaBMSfBRCCCGEEEIIIYQQQrQJCT4KIYQQQgghhBBCCCHahAQfhRBCCCGEEEIIIYQQbUKCj0IIIYQQQgghhBBCiDah7ugOCHGqsXvdlLvq8QX8WLR6EgwRHd0lIbo0fyBAkdOGy+dFp1KTZLCgUak6ultCCCHaSbHDht3rRqNUEW8wY1RrO7pLQgghhDiMBB+FaEe5dZU8uPpbvsrfjD8YoJ81gefGXsjo2AxMGrlRFuJ4lTvtfLB3Lf/YMI8Kdz0RGh2/yZnAHX3HkWi0dHT3hBBCtKFaj5Ofi3fzu5XfkGevQqNUcU3PYfx16BmkmSM7untCCCGEOECmXQvRTvbX1zDth1f4PG8j/mAAgG21pZz+w6tsrC7q4N4J0fW4fF5e3L6E366cRYW7HoA6r5v/2zCXP67+jlq3s4N7KIQQoi0tKtnLJfPfJs9eBYA34Oet3au4YO4bFDtsHdw7IYQQQhwkwUch2smqigLy7dXNlgcJcv/K2VS66jugV0J0XcXOOp7c9HPItnf3rKHMZW/nHgkhhGgvxQ4bv105K2Tbhuoi9tRVtnOPhBBCCBGOBB+FaCffF2wL27a8PB+H39uOvRGi66v2OHD5fSHbggTZ76ht5x4JIYRoL/U+D3tbCDAuKc1tx94IIYQQoiWS81GIdpIZER22LU5vQoWiHXsjRNdnUGlabLdq9O3UEyGEEO1No1ShV6nDvoRKNVnbuUdCHBt/IMgry/J4fcU+Surc9Eswc8voDK4YnIxSKc8DQojuSUY+CtFOLskchCJMgPF3AyaRaJSq10Icjzi9mZGxaSHb0k1RJEoleSGE6LYS9GZuyh4Vsk2rVDEuPrN9OyTEMfD6A1z69iru+XIzkQYNp/eOo9bp45r31zLtlWWU2Fwd3UUhhGgTEnwUop2kGq28P+kaVIqmX7tzUvtxTa/hKBXydRTieMTqTbw36RrSTVFNl+tMzJp+E8ky6kUIIbotvVrDHwZNY0xcRpPlOpWaWdNvJsUo1wDR+dw/eyvfbivj/87qy59n9OaGkWk8dV4OT52bw5bSOsY+/wu5lY6O7qYQQrQ6mXYtRDsxaXScn57D9osfZGlZLtUeJ6cl9CTNZCVWb+7o7gnRJWVZYll8zl3srC1nY3UxfSxx9I9KJM0U2dFdE0II0cZSTFa+mHYDefYqVpTtI9EYwajYdJKNVrQqVUd3T4gmluZV8dziXO4al8nYjKYvToelWnn+wgHcP3sr015ZyrJ7JpAQoeugngohROuT4KMQ7cig1tLTEkNPS0xHd0WIbiPVFEmqKZKpydkd3RUhhBDtLMEQQYIhgtFHjIAUojMJBoP8btYWeseZuGhgYsh1EiJ0PHluDnd/tZlL317N/DvGolHJzCghRPcgZzMhhBBCCCGEEKKNLNhTyYp9Ndw0Mg2lInxRmYQIHX+e0ZsV+6p57Ked7dhDIYRoWxJ8FEIIIYQQQggh2sgzi/bSK8bIyLTIo647IDGCmcNSeGLebjYU1bZ954QQoh1I8FEIIYQQQgghhGgDRbUuvttWxrn9ElC0MOrxcFcNTSEtSs9dX2wiGAy2cQ+FEKLtSfBRCCGEEEIIIYRoAx+tL0SlhGnZsce8jUal5M6xmSzNq+arzSVt2DshhGgfEnwUQgghhBBCCCHawMfrixiVHolZd3y1XkekRTI81cpff9xBICCjH4UQXZsEH4UQQgghhBBCiFa2v8bJqoIaJvU89lGPh5s5LJVNxXX8sKOslXsmhBDtS4KPQgghhBBCCCFEK/tmaylqpYLR6ZEntP2gpAj6xpt5etHe1u2YEEK0s+Mb+y2EEG2g2u2gzGWn2FFHlM5Agt5MotHS0d0S4oT5An6KnTaKHXW4/T5STVYSDBEY1dqO7poQQoiTUOaso9Rpp9LtINFgJk5vJkZv6uhuiU7q262lDEiMOO4p1wcpFAouGpDI4/N3s7uinqxY+V0TQnRNEnwUQnSoIkctdy/7kq/2bW5c1scax1fTbqS3Nb4DeybEiXH7fSwu3cuVP79LtccJgEap4rGhZ3Bz79HykCqEEF3U3rpKLpn3FhurixuXzUjuzWunXU6qKbLjOiY6JY8vwMK9lVw9NOWk9jOxZzQvLFHz2op9PHFOv1bqnRBCtC+Zdi2E6DAOn4dH1/3YJPAIsKO2nLN+fI0iR20H9UyIE5dvr+acH19rDDwCeAN+/rjmO5aX53dgz4QQQpyoEkcdF817s0ngEeCnop38dsXX2DyuDuqZ6KyW51dT7/EzPNV6UvvRqVVM6RXDB2v3S+EZIUSX1SmCj1999RVnn302AwcO5JxzzuH7779vbNu2bRszZ85kyJAhTJ48mddff73JtoFAgOeee44JEyYwePBgbrrpJvLzmz7cHW0fQrSHEoeNffZqShy249621uOkwF7N/voa3H5fG/SuY5Q463h79+qQbXn2KvLrqtu5R0I0CAaDFDtsFNirya+roqi+9pi/u+/vWYMvGAjZ9td1c6hw1bdmV4UQ4pRU7rSzz15NUX0tgcPOudVuBwX2GvbX1+D1+1vteCVOG5urS0K2fblvM2WuulY7luge5u2uwKpXt8pU6enZseyvdbE4t7IVeiaEEO2vw6ddf/311/zpT3/iwQcfZPLkycyePZvf/va3JCYmkpmZyY033sj06dN59NFHWb9+PY8++iiRkZFccsklALz00kt89NFHPP744yQkJPDkk09y6623Mnv2bLRaLdXV1UfdhxBtqcJVz7yinTyy9gf21FXSwxzNo8PO4IyUPsTqzS1u6wv42V5bzh9WzWZO0Q70Kg03ZI3k/oGTSTdHtdMnaDsOnxdvIPyDwb76asaS2X4dEgIoc9r5et8m/m/DXPbX19LPmsB9AyZS6qgjIyKqxe+uL+BvNirmcHvrqnB1oxcIQgjR3mweF6sqCrh/1TdsqCoiwRDB/QMmc1XPoRQ76/j9qlksLN6LWaPltj5juTtnAqmmkxt5BlDmsodtCwSD1HndJ30M0b0s2lPJwKQIlArFSe+rf2IECWYdn28qYVKvE6ucLYQQHalDRz4Gg0GeffZZrr/+eq6//noyMjK46667GDduHCtXruSTTz5Bq9Xy17/+lV69enHJJZdwww038L///Q8Aj8fDG2+8wd13382kSZPo27cvTz/9NKWlpfz0008AR92HEG3J5fPy5s6VXL3wffbUNbypzLVXcd2iD3l52zIcPk+L2++yVTD6m2f4vnA7gWAQh8/DS9uXMGPOf9lfX9MOn6BtmdVaDCpN2PaeEXJzJdqXzePk8Y1zuX3p5+yvb5j2v622lF8t+RS1SsXbu1a3+N1VK1WMjcsIu//+kYkY1eF/54UQQoQXDAaZX7yL0+f8lw1VRQCUOuv456af2VJTyphvnmVB8R6CNAQDn9q8gAvnvdEqaVySjeEDmGqFEqvGcNLHEN2H2+dnxb5qBiWdfOAbGgrPjM+M4ouNRTL1WgjRJXVo8HHv3r0UFhZy3nnnNVn++uuvc9ttt7F69WpGjhyJWn1ogOaYMWPIzc2lsrKS7du3U19fz5gxYxrbLRYLOTk5rFq1CuCo+xCiLZU46/jr+jkh2/6xcS6lzvBv0e1eN4+t/zHkKKndtopukTsuyWjh1znjQ7b1j0wkrRVGKghxPMpc9Ty/dUnItn9unM8DA6ewqHRPi9/dSzMHh61q/bdhZxKtM7ZKX4UQ4lRT5LBxz/Kvmi2/KXsU/9gwN2TKi3WVhWytKT3pY6earDw0aBoDohKbtV2fNYIEQ8uzWcSpZc3+Wly+AAMTI1ptn+N7RFNkc7OuSHKiCyG6ng6ddp2XlweAw+Hg5ptvZuvWraSmpnLHHXcwdepUSkpK6N27d5Nt4uMbqt8WFRVRUtKQdyUpKanZOsXFDdPejraPmJiYkH2bNm1a2H4XFxc3O6bourx+H/vqa/gqfzOrK/czNi6D89JzSDdFoVKeXHy+3GUPO8XSE/BT7LBR63Hy9u7VVLjquazHYIbHpJJislLjcfJj4c6w+/5473ouSh940n3sSDqVmntzJuH0+fjvjmWNU7AnJvbkzdOuJNFo6eAetg05v3QO1W4HefZq3ty1kmq3k2t6DiOoCBIk9IiCGo8TfzDA0JhU7F43Lr8XfYiRu+nmSOafeTtXL3yfvQdGPEdqDTw7+gKGxCS36WcSpzY5t4jurtbjojDEKMZhMSn8a9PPYbf7PG8j6aYoYnRGYvTHl3/P4fVQ4Kjhgz3r2F1XyU3Zo+gREc39q2aTW1fFdVnDeXTYmZg0uuP+PF2JnF+Oz7K8avRqJb1iWu+F48DECExaFd9tK2N4amSr7VcIIdpDhwYf7faGkSMPPvggv/71r/n973/PnDlzuPPOO3nzzTdxuVxotU1Hj+h0DRd2t9uN09lQSTTUOrW1DTcmR9uHOLUFggFWVhRw+pz/NgYJP8ldz8Nrv2f+mXcwIi7tpPavVbX8FfMG/Ayf9ULj3z/Yu5YcawLfnX4raqUSi0ZPzWEVcw8Xqze1Sg6ZjpZojODx4Wfzm/4TqHY7MWu0xOnNMjpMtKlqt4Ontyzi7xvmNi77PH8j70+8psXt3AEf/968gGe3LGLW9JuYmpSF5ojvuVqpYmRcOovOvotyVz2+oJ84nZlkYwQqpapNPo8QQpwKtKrQ51CX30eERofNG7ritEmt47YlnzIkJpmHBs8g9hgDkC6/lzmFO7h8wTsEgg0vpj7OXU+83syPZ9zWeM9i7uaBR3H8luZV0TfejFrVeoME1Colw1OtfLetlEdm9D76BkII0Yl0aPBRo2kYMXLzzTdz0UUXAdCvXz+2bt3Km2++iV6vx+NpmlfrYMDQaDSi1+uBhtyPB/98cB2DoSHvytH2Ec68efPCtrX05k90LUUOG5f9/E6z0Yn1Pg9XLniXxef8mqSTGH0XrzfTMyKmcfTT4dJMkeyuq2i2fGttKc9uXcTfh53F3TnjuX/V7JD7vqX3GBTdIPgIYNRo6amJgdabmdKpyfml4+Xbq5sEHgHcfh/ugI9onZEqt6PZNoOjk9leWw6ALxjg8p/fZeNFvycjTPGnJKPlpM4fQhwvObeI7i5GZ2RaUjbzinc1Wf55/kau6TWMl7cvDbndlKRePL91MYtK93JFj6HHHHwscdRxzaL3GwOPB5W57Nyz4ku+mHrDKRN4lPPL8VmeX83krNAz7E7GiNRInlm8l1qnF6tBckgLIbqODp2vmZjYkDPlyGnRWVlZ7N+/n8TERMrKypq0Hfx7QkJC4/D+UOsc3PfR9iFObaXOOkqddSHbcu1VlLdQ2fBYJBktfDrlOiwafZPlZrWONydcyX82Lwy53Ws7V1DhdnBlz2FMSOjZrP2RwTPoGRF9Un0T4lT29u7VIZf/e/MCXhl3KbojRjPG6Iz8Y/jZPL91ceMyu88d8sWCEEKIthGlM/LSuEtIPuLFzpz9O7iz33iGxqQ02+YvQ07n6/zNjfkg/7tjGf5A89yQoWysLsYdJn3OopK9VLjqj/MTiFNBYa2T4jo3feNbPw/osFQrgSAs2CP3H0KIrqVDRz7m5ORgMpnYsGEDI0aMaFy+c+dO0tPTGTZsGB999BF+vx/VgWkWy5Yto0ePHsTExBAREYHZbGbFihWkp6cDYLPZ2Lp1KzNnzgRg5MiRLe5DnNrcfn+L7Z5Ay+3HYlB0Eusu/C0/F+1mdcV+hsWkMDU5m4/3rmN7bVnIbep9HgIESTNa+WjyTHbYyvkibxMWrZ7LMweTaookSidVFYU4UeHSGaytLOTl7UtZd8FvmV+0m03VRWRb4ugREc19K76myGFrsn69V9J3CCFEe8qyxLL0nHtYWbGPn4t3k2WJ5dy0HFJNVr6ZfjObqor5LG8DFq2BKUm9+Dp/M6/vWtm4fa3HGTa375HsYaZxHxSqwI0QqwpqAOgb1/rBx2SLnmSLjnm7K7hgQPPiR0II0Vl1aPBRr9dzyy238OKLL5KQkMCgQYP49ttvWbJkCW+99RZZWVm89tprPPTQQ9xyyy1s3LiRt99+m0cffRRoyPU4c+ZMnnrqKaKjo0lJSeHJJ58kMTGRGTNmAHDJJZe0uA9xaksyWtAqVSGDjGa1jjj9yd80KBVKMs3R3Nh7FDf2HtW4fFRcethtzkjug/XAaMlEo4VEo4VJib1Oui9CiAZX9BjCO2FGP0ZpDSQbrdzRbxwVLjsXzX2LpeV5zdZToKBvpIygF0KI9pZmjiTNHMklmYOaLE8yarBq9WypKWHWvi08v3VxswDhNb2Goz7G/LvDYlLDtmWao7Fq5UWwaG5VQQ0xRg2xJu3RVz4BA5MsLJaRj0KILqZDg48Ad955JwaDgaeffprS0lJ69erF888/z+jRowF47bXX+Pvf/85FF11EXFwcDzzwQGN+SIB77rkHn8/Hww8/jMvlYuTIkbz++uuNRWZiYmKOug9x6kowmPnr0DP405rvmrX9c+Q5JBlOLgmh3eumxuNEiYIEg7mx2ITd66ZHRDSj49JZUb6vyTY6lZrHR5yDRasPtcs2V+mqx+n3olWqiD/Jzy/EiXD7fVS46gkCsTojenXr5TRy+bxUuOvpY41jWEwKaysLATgtoQeX9xiCVaNnTHwGEQdyeEXrjPym/wSWLshrtq/f5JxG3HFWTRVCiFON1++nzGUnSJBonRGj+ugBmVJnHd6AH4NKc9zVqY1qLeek5fDo+h+bBR5zrAmMbuHl75ESDBHclD2KNw4bOZkTmcB1WSM4PaU3OikiJkJYU1BLdpypzXKzD0qy8OOOPVQ7PEQZ2ybAKYQQrU0RDAaPbd6BaHQwqXJLiZdF11Hpqmdx6V7+vHYOu+sq6GuN5+/Dz2JMXAZRJ1hx2Rfws9tWwV/X/cj3+7dj0mi5o+9YbskeQ63XxaPr57CoeC//Pe0yVpTn88bOldR6XJyR0ofHhp1Jb0tsswq6ba3W42RdZSF/XP0dm6qLyTBH8echM5ianN0qI0DFsTnVzy/5dVU8s2UR7+5ZQ4Agl2cO4YFBU+gZcfJpMnLrqvj35gV8uHcdFo2ODybPZG7hTnKiEtlYVcTbu1dT5XYwMaEn/xhxNn2s8ehUamweF+sqC/nD6m/ZUF1EhimKhwZP54yUPsQZ5LshuoZT/dwiOkaBvYZXti/ltZ0rcAd8XJDen4cHz6CXJQalonnq+XKnnXnFu/jb+p/It1czODqZfww/myHRyViPI92MPxBgT10lj637ka8LtmBUabil92hu7zeONFPkcX2GMmcd3+zbyhOb5nN7n7FEaHQ8t/UX8uxVDIhK5PER5zA0JoXIU3gUpJxfDgkGgyT89UfO7hvPDSPT2uQYhbUurv1wHd/cNIpzcmQGhhCia5Dg4wmQC2z3VOaswxPwo1OpTzrYtq2mlFHfPIvDd6jSukmtZdb0mzh/7hvUH1iuQMG05CxuzB7FyNg04vVmIjpgxKM/EODTvA1cs/D9Zm0PDpzKHwdPaxwJJtrWqXx+2WevZuJ3L1JQX9NkebzezLJz7yHzJIos5ddVMe7b5yk5rMCUAgWfTrmO/+5Yxk9FO5usr1Yo+eWcuxkZd+jB4eCoYI1SRYKMChZdzKl8bhEdY399DafP+S87asubLLdq9aw8716yLLFNlts8Lv6xYS5Pbl7QbF8fTp7JpZmDQgYsW1LvdVPtcaJAQbzejEZ14iMVi+preWn7Uh7f2Pw79M6Eq7iy55DGGS6nGjm/HLK/xkn6/83lb2f0YXyPtikOGQwGuezdNdw2NoO/n9WvTY4hhBCtrUOrXQvRmcQbIkg1RZ504NHudfOXdXMaA49qhZIJCT35v+Fn8c7u1Y2BR7VCyfiETJQouG/F1+yoLeuQwCNAkcPGPcu/DNn25OafKQtTEVyI1hIMBvkqf3OzwCNAmcvOW7tW4T/BAlD+QID396xtEngEMGu0BAg2CzxCQxGBe1d8ReVhlUxj9CZSTZESeBRCiGOwpDS3WeARoNbj4t+bF+LyeZssL3PZ+feWhSH3dc/yr5oV/DoWJo2OVFMkKSbrSQUeAZx+H//a9HPItntXfk2RQ+6VBKwtrAUgO67t0rIoFAr6J0SwNLe6zY4hhBCtTYKPQrSyGo+T7wq2AXBr79F8Me0GRsSmsbu2nKlJ2bwy7lLu7DuOL6fdyKi4dDLMUfxr5LmAgo4aiFzlcVDpdoRsCwSD7KmTpNaibdV6XHyStz5s++f5G6l0h65QfTTVHief5W9stnxAVCLLyvLDbre8PJ8tNSV8tHcd+Xa5wRdCiGPl9vt4f8/asO2z9m2m6oj7jl22CgJh7oPKXfZm67cXl9/LHlsFm6uL8Yepbl3ldlDprg/ZJk4tG4psWPVq4tqo2MxBOQkRrCqoweeXiutCiK6hwwvOCNHdKFBgUmu5LmsE8QYz5899o7Htxe1LGRGTygtjL2Hs7OcI0nCT/b+dKxgWk8Lg6GRSTNZ277NG2fJ7CIOq9Qp+CBGKWqnE1EIRApNai/oov6dh960IvW+330dUCzm6NEoVZU471yx8n1idiQVn30k/qW4thBBHpVIoiNCEn81hUmtRHlGMw3iUew31cU65bg0ev5+FxXu4dP7bvDPx6hbX1ZyiU65FUxuKaukZY2yzYjMH9Usw4/D62VpqZ1CypU2PJYQQrUFGPgrRyhIMZu7oN45z0vrxt/U/NWtfXbmfD/eu5YyUPk2Wr60s5JXtS/H6T2xq6cmI1ZkZEJUYss2i0ZNhjmrnHolTjVmj4zc5E8O2/6b/BKJPsABUpM7APTkTmi3fUFXM2WnhcyVdkjGI8gPTrivc9cxc+D7lLvsJ9UEIIU4laqWKO/qNC9t+V7/xzVJYZEZEh80vPSgqqUOK3xU5arlk/ts4/F4yzVFhi8r0syZIbmwBwPpCGz2j227K9UHZsSaUClhZIDMzhBBdgwQfhWhlaqWKu/qOZ27RrrDrvLtnDZdkDmy2/Ot9Wyh01LK5uoS1lfvJt1e3SzAy3mDm3YlXYz0i56RaoeTjKdeSbJQ3qqLtDY9N5bLMwc2Wn5HSh8mJWSe17wkJPbin33jeOO0KPp1yHZ9NvZ4PJ19DpaueR4ee0Wz9THM012ePIN5w6AFifVURFS6ZVieEEMeirzWO2/qMbbZ8TFwGl2YObjYyLNkQwSdTrms2wtGq1fPOxKuJMxw9+Oj1+8m3V7O2cj+bq0soPcmc1VtqShoLjVW66nlhzEXNRjhaNHr+OfIc3AHfSR1LdH12t4+9VQ56xZzYy9LjYdCo6BltZMW+mjY/lhBCtAaZdi1EG4gzmKnzusO213pcGI+YBpoTmcA/R57DeXNfZ2tNKQARGh3/GH42V/YcesKjvo7VgKhE1p7/W74v3M6C4t0MjEriih5DSDdHoZapRKIdJBgieG7MRdydcxpv7FyJLxjgxuyR9I2MJ9FwcgFwq1bP6an9uPWXTyh2NhQtSDZaeGHMxURodHw97Sa+37+NSreD8QmZJBos3LT4Y54ZfUGT/bj98nAphBDHIlZv5rFhZ3JD9kje2LmSep+Ha7OGMzAqkSRj8xQzGpWaiYk92XzR/Xycu55N1cVMTsrirJS+xzQDo8rt4KO96/jTmu8a78FyIhP4cPJM+kcmntA02OoDuYa1ShX7nTY+2ruOr6bdyM/Fu8mzV9E/MpERsWk8vPZ7Xj/tiuPev+heNpc0BLt7tkPwERqK2qwpqGmXYwkhxMmS4KMQbeSSjIG8uWtlyLYpSb1YU7m/ybK/Dz+Laxd+QLXnUFGNOq+bu5d/SbLRwoUZzUdKtialQklmRDR39B3H7X3GtnmuGiFCiTeYiTeYGZ/Qo1X3u9tWyflzX29SzKDIYeOyn99h1vSbuPLndxmf0AOzRstL25ay01bOsJgUdtdVNK4fqTW0+UsAIYToTmL1JmL1JkbFpRMMBo96b6FXaci2xvHwkBnHtP7hFpXs4e7lXzZZtrWmlMnfvcTqC+4j0xx93P0fGpMCQL3PQ4LBzLziXcwt2sVpCT1INETw7f5tPLr+R6xaPTFyfTjlbSq2oVRARlT4fNKtqXesmZ92VuDy+tFrZKCAEKJzk2nXQrSRQdHJDIhsnkdRo1TxuwGTeWvXqsZlfa3x7LJVNAk8Hu5Pa7476alDx0MCj6I9OLweiuprKWuF3+0at5Oi+tqQ1VCdPg9Pbf45ZBVVfzDAR3vXcXZaP34o3M5neRvZaStHqVDwh0HTeHXH8sZ1/zH87BZTEHj9foocNoodNvwBqT4phBCHO957i4PrFzts7LFVUOywhV231FnHn9Z8F7Kt2uPkl5K9TZb5A36KHTaKHLYW09skGiK4vEdDOpDZBdu4MWskQYIsLt3Lp3kbWF1RAMDjw88m6SRH6Iuub1NJHalWAzp1+wQCe8eZ8AWCbCpuv2cEIYQ4URJ8FKKNpJiszD79Fu7tP7Gx0u6UpCyWn3sPOdYErssa0bj8/PT+7LZVhN3Xjtpyme4pug1fwM+O2jJuX/YZI755hqnfv8LrO1dQ0sKDZTg2j4ulZXlc+vPbDJ/1NOf+9Bo/Fu5oEoSs93lZX1UUdh9bakq4LHNwY87TsXEZzDn9V3xfsI18ezV9rHG8Ov4yvAE/i0tzqXE3f0mQV1fFQ2u+Z8w3zzL+2+f558b5FNTXHPfnEUII0aDYYWPO/h1c8fM7jP/2Ba5a8B5zC3eGvFZ4/D521JaH3dfSsvzGPxfU1/CPjfMYN/t5xs5+lj+v+4H8uqqQ28XoTTw96gL+NeJcvsjbxNCYVB4ffjYpB6aN97HG8dHkazknNQeNSkaeneo2FdnIjG6fUY8AvWJMqBSwZn9Nux1TCCFOlEy7FqINpZkieXz42dzXfyKBYJAIjY4onZFdtnKmJWUzJTELl99LsaOuxSqJ6aaoZgnOheiqttWUMWb2s7gOBNRLnXX8asmnnJeWw//GX35MRQUA/IEAPxRu56oF7zUuK3PZOevH//HUyPO4re9YjGotBpWaLEssm6tLQu6npzmGvXWVPDv6QgwqDVtqSnlx6xIeG34m56bnkFtXxX82L2R7bRkAL4+7hOuzRqJTNVxC8+qqOO3bFxpzSQI8su4H3tu7hh/PuI1UU+SJ/JiEEOKUZfe6+SxvI/eu+KpxWbnLzhk/vspLYy/h2l7DMWoO5c5WK1Wkm6LYVx+68u/g6CSgIfA444dX2HXYC99/bfqZ9/esZfE5d5ERYmp2otHCfQMmcknmIIqdNnbWlvP34WdhUGnY76jl0XU/8vCQ6VxqHIhaKY9Wp7ItpXWc0y++3Y6nVSvJiDKyvuj4X94KIUR7kyukEG1Mq1I3CT44fB6e27KYcfGZPLl5AUa1hi3Vpbw/6RoMKg1Ov7fZPh4ZMp0kqTgtuoFqt4PfrZzVGHg83DcFW8m1Vx1z8LHCVc9j634M2fanNd9xYcYAekTEYNLoeHDgVL7K3xxy3WuyhnHtwg+x+xoKFPS1xhOjM/Lwmu8ZEJ3IPzbMa7L+71Z+wxkpfcgwR+ML+Hlz18omgceDdtSWM79oN9dljzimzyOEEKJBkcMWdhr1g6tnMzUpi2xrXOOyJKOFR4bM4NYlnzRb36DSMCO5DwBrK/YTqTWgUarwBg5Nty501PLu7jX8cdBUVCFe9ioVStx+H1O+f7nJdgfdt+JrRsam0csSe9yfVXQPZXVuKuo99Ihu39yfvWKNrC+sbddjCiHEiZBp10K0klJnHSvK8/m/9T/x/NZf2Flbjj1Exesqt4MMUxTp5iguTB/AmLhMXh1/GXUeF+9MvJo4/aHAi0qh5Nf9xnNuWk6r9tXp87DbVsGr25fx2Lof+aU0lxKH5IsRbc/mdTGveFfY9m8Ktra4vS/gJ7euivf3rOHF7Uv43YDJvDvx6ma5tjwBf5Npz32t8bx+2uUYVJrGZUa1ltdPu4Kv87dg97mZlNiLWdNv4obskYyITePCjAFckjGoyXcSGl4glDrtAFS6HXycuz5sf9/evaqx6qoQQogGTp+X3bYK/rdjGY+u+5FFJXuaTKcuc9bh8HlCblvndVPmsjdbfl5aDr/rPxmV4tDjTZzezI9n3kakVs+6ykJWVRQwNSmbz6Zcz29yJjTZ/sO966gMkTf4oL32ypCBR2gYdV/stJFvryYYIr+w6P62lDbcR2dGtW/wMSvGxKYSG/6A/N4JITo3GfkoRCsodti4ftGHTYIqChS8NPZiruw1FItG37g8GASdWs2k714iyKEbhfHxmTw8ZAZPjTwPk1qLTqVGoYDC+lriDRGt1leH18O3+7dx9cL3GgtwPLr+R0bEpvH51BtINVlb7VhCHEmBotmIk8MZDwsOHskX8LO8fB9nznm1yQjhDHMUb0y4gqsWvEfNYUWbtIeNXnH7fdg8Lt6bdDVuvw+FoqEf++zVZFtjGR+fya/6jOGyn99pkl812xLL2xOu5PKf320cGQk0PtwqFYrG6deh6FRqVEgBJyGEOMjp8zKncDuX//wu/mBDca7H1sOwmBS+nHYjqaZI1EdJNaNWNh8/EWcw88jQGdzWdwwF9TUY1VqSjRb0SjUPrJ7Nm4cV+gO4vc9Y/jzkdB5b3zCCXq9So2yhKI72KH2qcNVz0by3mH/mHQw8MM1bnDq2lNShUSlIseqPvnIr6hVrwukNsLPcTr+E1nteEEKI1iYjH4U4Sf5AgHd3r242mitIkDuWfU6BvabJcrvPzb0rvm4SeARYUpbHT0U7eW/PGr4r2MZHues496fXGRjVujewRU5bk8DjQasrCvjP5gVS2Ea0qVidqbFyaCjnp/cP21bksHH+3NebpSbIt1fz5KafubXPmMZlVq2eZOOhQPrqygLuWzmLS+a/zQ2LP+K6RR9y6fy3+e3KWSQbrTw4aCq3Lvm02e//LlsFL21fyvWHTZ2O05tJODA1PE5v5s6+48L2+e5+pzXJSyaEEKe6Ikdtk8DjQWsrC/nnxvm4/T5i9aZmo84PSjJYiNWZQrZFaHT0ssQyOSmLUXHppJoi+aUst1ngEeCVHcvobYklRtcwUu2ufuOJDXNMaMi/HS4/d7YllkKHjSq3g4vnv9ViZW7RPW0trSM90oBK2b4vHHsdmOa9sVh+54QQnZsEH4U4SaXOOp7b+kvY9g/2rG3y989yN4Zd9+1dq7gheySX9BjEHlslP5z+K3QqNdtrSikPMcXoRPxYuKNZ4PGg/+1cQZmz+XEK62vZXF3M1ppSSp0yPVucOKNGy6NDzww5wvYvQ05vrCAaym5bBbUeV8i2+cW7GRefATSMSnx/4jUkH8iTavO4eGrTgsZ1PQF/k5GXPxRso9rjDDvF77v925ialAWARqnig0mH9g1wblp/RsdlNNkm1WTlg0nXkGqKZFNVMYX1tY1T8WweF7ttFWysKiKvrkoC/kKIU8r84l3NAo8HvblrFaXOOjLNkbw94cpmxfa0ShVvTbiSHiEKw4RS7Xbw1OYFYds/zl3PhekDGBefyZkpfZu0FTsa7n1WVexjV205SYYIXj/tiibTuqEhhcc/R5zLc1sXA7C3rjLktHDRvR0MPrY3q0FDnEkrwUchRKcn066FOEl+glS668O273c0TQJd6AifFLrK7WRAVCLLy/Zxb/+J3Lj4o8ZCFkOik3lrwlUMiEpE0cK0oKNp6W28w+fBd9gDQb3XzS+lufxq6afsr2/od05kAm9PuIpB0UlHnRYlRCg9IqJZfPav+aloJ1/kbSLe0DB6sJcllkhd+Bv3qhZycQFolWp+N2ASN2WPJtMc1fj76fb7Wszj5Q74cfqaF3o6KBAMoldp+MPAqVyfPZIMcxTKwx4+U0xWPpt6HWsq9vPazhX0iojhyp5DuX3pZ2yoKgIg2WjhxTEXMyQ6hd+tmsVX+zYTCAYxqrXc138iv+43vlXTKwghRGdV3EKOaaffiy8YQK1UMz6+B2vOv4+3dq1iS00JA6ISuSFrFJnmKJQhpl2H4vH7qXSFP/9Xuh08NGgaKebIJqPld9SWcefSz1lQsgdoGE3/0ODpXJY5mDXn38ubu1axvbaMAVFJTEvK4rH1P7H7sAraLV1TRPe0tdTOue1Y6fpwPWOMbJCK10KITk6Cj0KcpAi1jomJvZhbtDNk+4UZA5r8/dy0HP63c3nIdU9L6EG83ky/yHgmfvdik7b1VUVM+v5F1p7/WzIjju2NfyhTk7P5x8Z5IdsGRydjPmyK6I7acs756fUmU8S31pQy+fuXWHfBb6Wqozhh6eYobu49mmt6DkOtVIXM33WknKiEsG0xOiP9rPGcntK7SWAQIFJr4IyUPmyqLg657ZDoZEbGpoXdd4rRSv/IhJD7PijZaCU53crpKX0orK9l+KynsXkPjdIscti4aP5bfDXtRn4pzW0cfezwefj7hrkoFQr+OGhai/kjhRCiO5iSlMWjB/IsHmlAVCJmdcN9iFmro782kSdGnI3D58Wo1oSsRN2SSJ2eGSm92WkrD9l+dmo/hsWmoTrsGrTXVsk5P75Grr2qcVmtx8UDq2Zj0ei5OXsUvx84mcfW/cjayv38Z/PCJvdJaoWSeEP46dui+ym3N1S6zmjnYjMH9Yg28ktu1dFXFEKIDiTTroU4SZE6A4+POLvZNByAnhExTYIaXr+f/lEJZIcI2ikVCp4YcQ7KoIKH1nwX8li1HhffHlEN2O51U+qswxZmOuqR+lrjGRyd3Gy5AgXPjL6gMcdSncfFY+t/apabEqDe5+GDvWsJhJk2JcSx0qs1xxR4BEjUR3BxxkCSDBbu6z+Jvw8/ixuzR2JUa3lixDmkmiKxedzk1VVRetjIGo1Kxa/6jGlS+OmgSK2Bq3oNI0Zn5PTk3iGP+9So80g1RYYNPB5Op1LzTcGWJoHHwz29ZRHXZ49stvw/mxc2jnIWQojuLNsSy/CY1JBt/x51PpYj8iqqlCoitPpmgUenz0ups65JoTEAj99HqaOOSlc9KoWSu/qNx6Runns3Wmfkqp5DmwQeAbbVljYJPB7ub+t/Is9ejU6p5oL0AWRFxDR5aQtwb/+JJLSQO1J0P9tKG6bZp0e1/7RrgJ7RRvbXuqh1yohbIUTnJcFHIVpBjjWBxWffxYgDgUaNUsV1WSOYe8ZtpJoiAcitq+Iv6+ZwzcL3eWXcpVyfNaKxcuKwmBS+mnYjHr+PvPpq1h+YqhnKzyW78QcC2L1u1lUWcsPiD5nw7QtcueBdlpbmNbsJP1KS0cLX02/ijr7j0B8YZTUwKom5Z96h/609AAEAAElEQVTGsMMeBuw+D2sr94fdz+KSXJw+yVUn2k+03sR/Rl3Ai2MvZm3lft7YuZI6r5v5Z97OOak5bK4p5q5lX3D6nP9y5YJ3mV2wlcID6QJ6RESz5Ny7OTOlD4oD/zs7tS9zzvgVD63+jnN+eo0/Dz2d+wdMbiwokGWJ5bMp1zMtKfuYUx34Av7GaXqhbKgqIisiptnyep+HOo87xBZCCNG9JBotfDHtBu7qNx6DSgNA/8hEPp5yLd8XbOPOZV+wraYUT5h8uG6/j601pdy+9FMmfPsCF819k58Kd1DtcrDXVskf13zHNYveY1N1MY+s/YGHVn/HF9NuYFpSNtDwsvfctBwWnX1XyJkkqysKwva90FGLzevi6oXv85sVX1HpdvDh5JlckjGIeL2ZZ0dfyO8GTMYUpjCN6J62ldWhUtDula4P6hHTMOJyc4nkZRdCdF4yv0uIVqBXaxgdn8G3M27B5nWhUiiJ05swHnjTvsdWwbjZz1NxIDfk2T+9xuWZg/nxjNswqbXMKdxBscPG6wXb+HXOaaSZItlaUxryWH2tCSgU8HPxbi6a91bjyMQ9dZXMKdzBf8ddysxew9GrNWH7m2aK5KmR5/HAwCn4ggHMal2zKUI6lZo0U2TYHJXZllh0Ksn5KNqP3ePmvT1reHjt943L9tRV8lX+ZmbPuIXfr5zF5pqSxuWLSvfy4MCp3DdgInF6MzmRCXwwaSZVHif+oJ8fC3dxxpxXGwP2E797kSsyh7Do7LvYbaugyGHj/zb8xIvGS4jRh66seiS1UkVvS1zY9jRTJBWu5jliVQolpha+s0II0Z2kmiJ5cuR53Nd/Ivvra1lZsY+H1nzfmDfxw73rWHD2XYyOS2+27ZqKAqb+8Epj4bA9dZWsnV/IT2fexlk//g+71803M27m6oXvNxbJW1S6lxuzR/HbAZOI1Zt4d/cafrXkMz6cfE3jS+KDekWETylj0ejZWlPamGpnT10lX+3bzJfTbuT5MRcRZzAd0yh50b1sK7OTbNWjVXXMv316pAG1UsGmYhvje5x4aiYhhGhLHX51LCwspE+fPs3++/TTTwH44x//2Kxt4sSJjdsHAgGee+45JkyYwODBg7npppvIz89vcoxt27Yxc+ZMhgwZwuTJk3n99dfb9TOKU0es3kTPiBgyzFGNgUenz8PjG+c3Bh5jdSb6WOL4oXAHhY5azvjxVZ7c/DNJRgs/l+zBG/BzW5+xIfevUii5Lms45S47f1zzXcgp0feu+JqSY6hIrVdrSDdH0TMiJmRuomidkUeGTA+5rQIFd/QbJwVnRLsqcdXx53U/AA0FXAZGJZFliSEnMoGH13zH7X3/n727Do/qzB44/h33uAvxBIJLcHeKtEALFVrq7r67/dV22+7W3ShQqEFLDSjF3V0CJCEh7p6M6++PQMiQGaxQQns/z9PnWe577507LHPnznnPe07/Vse8fmgdlS2Cfb4KFXG6AIqNDXx4dBMRah+kJ34oOl0uvsvdx6zM7eyvKeH/9i5nf00J/9j9GzVnaFhwuulx3RB7yZR8NHWQx8/ntbFdhIYzAoHgb0UhkeJyuXho+8+8tG+lW8MWq9PBvVt+oNLk3jW6wtTIm+nrCVC419abkdCD/x5cQ53VxNXtOrEo90Bz4BGaGsu8mb6e8au+4GBNCT/nH2JrRS7rS1tnqvcObtecAd9O409n//DmZdu3JqWxMHc/YSodXfzDCVCocbpc3LtlEXaXUwg8/k0dLdcTfRk6XZ8kk4iJ9lNxSMh8FAgEbdhlz3zMzMxEoVCwevVqt2VtOp2uefzee+9lxowZzWOSFtlWH3/8MQsWLOC1114jNDSUN954g7vuuoulS5cil8upra3ltttuY+TIkbz00kvs37+fl156CT8/P6ZOnfrnvVHBX4LRZqXM3MjW8lwabBb6h8QSpfEjqEVWVJXZQLGxni3lufjIFKQFt8NotxCj9ec/PcZhdznJbqgiXhdIe98Q/OUq4nWBrCjKpHdwNL8WHCbBJ5B7Uvrxeeb25gBjkk8wXw++kXx9Lem1ZTzecTBamYIX9q5wK6RuctgoMtYTqwvA7LBRamxgZ2UBlWYD/UJiiNb4n3Mh9LSgdrzYfTQv71/V3CBDKZEye+B04rTCzKrgz3W4towu/uH8q+tIbE4HURo/Ks16jjVUEaH2oaNfGNEaPwoNdc3HuHCxu6qQVL9TzWoarRakIjEzE9OwOh30CIxkc3kuG0pzeKbLcMpMjTTazMwffANhKh1H6yuYl72Ljv5hdPALJfq0LJmWHE4nK4sz+bT/tTy641eMdivQtMzvnpR+6O1WugdGuh0zMDSO19MmoBWW6QkEgjau0qSn0FjH1vI8ApUa+ga3I1ztg1JyfpnbVoedYmMDm8vzuLpdJ7oGhFNoqOO5vcub75sHa0upsRoJPvHMUmys50htGZ39IxgfnYqvTMmL+1ZytL6cIeEJ3LzhWwCGRyTy0j7PDW0Afi/KYEhYPN8e38fsrB1MatcRH/mp5bJxGn/Wjb2fUlM9xxtrqDQb6BIQjghQS2To7VYmtetIgb6OZN8gHC4X/9y9jCqLgUiNr9fXFfx1ZVQ0MiD28j4Xx/irOFwm1I4WCARt12UPPmZlZREXF0dISEirMYfDQXZ2Nvfffz/Bwa2XsVmtVubMmcNTTz3FkCFDAHjnnXcYNGgQq1atYvz48Xz//ffI5XJefPFFpFIpCQkJ5OfnM2vWLCH4KDgvepuFX/PTuW3zQhwtGq1MienMB30nE6b2oczYwEPbf+an/EPN4xKRmHd6T+KR1MFMWz+fIsOpZcxhKh1zBk5nfvYeZGIJTpcLiVjM07uWck9KP5aMup0CfR3+ChUpviFcs3ouBYba5uNDlFrmDJrOQ9t+diuOLhGJMNttrC45xnXr5mE9sTQJYER4El8Ovp4I9dkfkAOVGh7rOIQb43twtL4ChVhKok8Q4Wrdef/QEAj+KF+Zkhe6j+b5vSv4b6/xXLt2HhXmU1kx0Ro/Ph9wHbduWuCW8SJrkYlSZzExP3s3j+9c7JY5fEtCTz7sN5lhv3+K3m4hXOXD7IHTmLp2nlvpgTCVjjVj76W9n+fO2yIgva6MstJGvhp8Aw02Cya7jXZaPxYXHOa1g2vYeNUDbB3/EKWmBuJ1gYSrfZobPQkEAkFbVWKs5/ZNC1l1YskxNNW4Xjj0ZkZHpqA6x9IRFoed9aXZTF77JZYWdR37h8Ty1eAbmLbuq+bnLDFNiQk5DdWMWfGZ27NOoELNl4Nu4PGdvzY/P9kdTpwu1xkbmUnFYhwnJlSlYnGrmr4ukYhqq4Hr1s3H3OL6psd145HUQdyy6TuqLaey4eN1gcwZNN3tu0bw92Gw2CmsMxNzmZrNnBTrr2LxkXJcLtc516kWCASCP9Nl/5bMzMwkMTHR41heXh4Wi4WEhASP4xkZGRgMBvr27du8zcfHh9TUVHbt2gXA7t27SUtLQyo9FWft27cvubm5VFdXX8R3IvirKzTUMXPTArfAI8BP+Yf4Me8QTqeT7/MOuAUeARwuJ4/s+JUGm4VSo/tyiDJTI4/u+JVBYXGMjkxme2UBI8KbPg+fZW5jwqrZPL93OYWGOu7a/L1b4BGgwqznwW0/83SXYc3bdDIFEWpfioz1TF37pVvgEWBN6TE+ydiGzeG+3RutTEGCTxATolMZFZlMnC5ACDwKLotIjS93bv6e+9r35+HtP7sFHqHpM/qvPct4JHVQ8zapSEyPoFONlHIaq3hs56+tShbMz9nDjspCwtVNWfdPdBrC07uXtqp5WmZqZMraLynz0plaLBZzZ3Jf1pVmM3XtPB7Z/gvP713OhFWz+TxzO7cn9aadxp8+ITFcE9OZLgERQuBRIBC0eXang1mZO9wCjwA2p4Pr1s33Wh/ak2JDPVevmesWeATYWpHHquIsJrVLBaBvcAwBCjXVZgO3bVrQqgN1tcXIvVsX8Uzn4awozmRKTGegKbNxSkwXr68/ITqVtaXZANzfYUDzEuvm6zPWMWn1HLfAI8DoyBSmrZ/vFngEON5YzX/2rxKy1/+msqqaSrtczmXXALEBamqMNir01st6HQKBQOBNm8h8DA4O5sYbbyQvL4+YmBjuv/9+Bg0aRFZWFiKRiHnz5rFx40bEYjFDhgzh0UcfRafTUVbW1FggPDzc7ZwhISGUlpYCUFZWRnJycqtxgJKSEgIDW3cdBRgxYoTXay4tLW31moK/vm9y9nqssQjwZvp6ropuz1vp6z2Ou3CxrOgog8PiWXfigfekrIZKItW+bK8s4Mb47uyrLuHmhJ58lbMHgCqLgWSfYPZ46Tydp68hTKVDdCI7YNaAaagkUn4rOIL9tEDpSR8e2cw9KX1bFVkX/DmE+8uFKTLWU20xEq7WkdPoefJob3Uxz3cb3fznN9ImEqbSUWZswOKw88GRzV7PP/fYTq6P786/968i0SeI9Noyj/tl1ldSaTIQpvLxON7BL4RrY7uwKO8gDTZz8/YEXSB3pfRFJjRqElwiwr1FcKmUmRp5/8gmj2MOl5NlhUd5uOMgj+On23CivrUnX+Xs4bP+17K65Bif9G9q9pVZX8GWilyP+xcb6wlRaRkZnkQHv1Cuj+vOqpJMxkd34Peio62+K8ZHdaDKbKDSrGdoWAJ9g2NanXNrRV6rwKhUJMZHpnBbvdLSloo8TA7bubz9K5Zwf/Eso6JpIrQtBB8B0ssaCNV5b3wnEAgEl8tlDT5arVby8vJQqVQ8/fTTqNVqFi9ezF133cXcuXM5duwYYrGYyMhIPv30U/Lz8/nf//5HVlYW8+bNw2Rq6lAql8vdzqtQKKivb3o4MJvNHscBLBbLn/AuBX8VuXrvmbLl5kacLhcVpxVGb6nSrMdf7vnBxF+uos5iYGhYAv4KNSm+QVwV3YFvsvdQZzOfdTbd5nRye1Ia18R05uucPSzKO3DGunQNNjN2p+fApEDQVlWZDUhFYoz2s//Amx7XjQc7DCROF8C+6hLu3foDw8OTzpidU25uxO/EZ/T0jOHTGezeMwtCVTre7zuZ25J688GRzRjsVmYk9GBMZHuitX5nvXaBQCBoaxwuF3VWk9fx01dmnElBi7q8pzPYrURr/dh79ePEaPwBznrPtzkdvLh/JccbqxGLREyM7ohGKmf2wOmk15ayMPcAaqmMO5P7YHc6mXtsFz8On0mf4BjC1a0nkYo8XJ9SIqPeam61vaVz+W4S/PVkVOgJUMvQKS5vTk+kjxKZRMThskZGJAnBR4FA0PZc1rukXC5n165dSKXS5gBhp06dyMnJYfbs2cyaNYtbb70VH5+mB4Pk5GSCg4OZPn06hw4dQqlsKg5ttVqb/zc0BRVVqqYfkEqlEqvV/UfiyaCjWu3eKa+lNWvWeB0708yf4K9rQlQqC47v9zjWNzgGtURG35AYNpYd97hP7+B2fHJ0a6vtYpGIMLUPr6dNwuiwopLIsLucGG02xkSkIBKJqLIYkIslHgMiIkREqX1ptFu4bt08zA474Sof/t1jrNf30tk/vLkbt+DPJ9xfLkx73xDsLie+ciUiRB4zkeViCe19Q5g14Do0MgX7q4sZteJTnC4XoSodg0Ljm5fbna5PUAyHT2Q7KsRSpCKxx+xhsUhEcIsmU56EqnSMjWrPoNB4HC6nWzMDgeBSEe4tgktFLZHRLSCC/TUlHsdHhCed87kGh8V7HUv2CSZBF+QWFPSTq1BJZF4zCxUSKcdPZDg6XS5+LUgno76clWPuYVBYPDcl9EQiEqORyWm0mrkqusMZJ3X7h8S12qa3Wwg7UZbDE5VE5nWC+a9CuL94llV5eTtdnyQRi4jxU3G4XOh4LRAI2qbLXvNRrVa3ykxMTk6mvLwckUjUHHhsOQZNy6lPpvdXVFS47VNRUUFYWBgAYWFhHscBQkM9NwwQCDwZEBpHpIcmLWKRiP/1Go+fQsVrPcc3L39uKVLtS4/AKLeu1CfdmdyXMKWWRrsZESLkEilKiRSxGBCBj1xJuErH452GeLyuGQk9yNXXkKALYnBoPCJElJoakIklJPkEeTzmzd4Tz7njtUDwZ3G5XNRajNRZPGfXhKt9GBOZworiTG6I7+Zxn0c7DiZK44tGpqDBaubFfSubO7VvLs9lQGgsAYrWE09ysYT7O/Rndckx7k3ph8Fu4Z3ek5B6aCBwd0rfc/78aGRyfORKGqxmqs0GHGfJqBQIBIK2KFil5a3ekzyOJegC6RIQccbj6y0maiwGXC4X7X1DSPX1/Az+Vu9JrbIRI9Q6nuky3OP+k2M6scHDpG9mfSXZDU0BSR+5Eo2s6beGTq5sDjzWWozUnla/ESDRJ4gu/q3fz8ay40yL7erxOp7pMry5ZrDg7yWjXE+0b9uYYGznr+JwmRB8FAgEbdNlDT5mZGTQvXt3du/e7bY9PT2dxMREnnjiCe644w63sUOHmpp5JCYm0r59e7RaLTt27Ggeb2ho4MiRI/Tq1QuAtLQ09uzZg6NFc41t27YRFxfntd6jQOBJO60/68bdx8TojohPdJHr4BvKyjH3oJUpuHfrIr7P3c+i4bfQ4cRDtVgkYnxUB74efCP+chX/6TGueVmnj0zJ22mTeLLTED7J3MbYFbOYtHoOi3IPsLUijwkrZ3P16rn8lHeQequZR1IH83rahObAiU6m4F9dRvJox8HMObaT5cUZpPqH8duoO0jxDeaJnYt5r881TIvthuREACVBF8iSkXfQO7jdZfgbFAi8KzTU8UnGVsatnMWE1V/wTc4eSk5bIh2k1PDFwOmIXDAmsj2Pdhzc3CggQKHmf70m8FjHwahOZPU22i3sqMx3O8eTO5fw9eAbGRZ+qtFZ98BIfhw+k3CVD+/3vYZ8Qy2vH1rH0foKNo1/kFEnMnp85Uqe7zaKf3UZiU52bj80Kkx6lhUeZcraLxmz8nNeObCGvMaasx8oEAgEbUzPwGh+G3UniScmNiUiMdfFdmXlmHuI1LSenAUoNTbw/fH9TFw9m3Erv+D9I5uwOR38NvoObojr3jzBE6cNYNHwmQwIiW11DoVExr3t+/FO76sJPPEMpJUqeLLTUKbGdOGd9A0eX3tHZZ7H7cWGer7K3s2EVbO5auUXfJax1W2pdbjah59G3MpNCT2QiZtq9MZo/ekVGMXraRN4pvNwtNKm754ghYZ3el/Nve37oRCa8f3tOJ0ujlUZ2kTmI0Csv5rDZY24XJ5r1AsEAsHlJHJdxruT0+nk+uuvx2Qy8cILL+Dv78/333/Pt99+y6JFiygpKeG+++7jkUceYfz48eTm5vLyyy/TrVs33nrrLQDeeecdFixYwKuvvkpkZCRvvPEGRUVFLFmyBLlcTnV1NePGjWP48OHceeedHDx4kBdffJGXXnqJyZMnX9B1n1xacKblB4K/rgarmSqLAYfTiU6mIL22jLErZzUvAU31C+XrwTeSp6/FiYt1pdl8lb2HBpuZl7qP4Yb47jhcLpQSKQ6Xi8HLPqTE6N45d2xke0ZHJvP4zsUATIxO5bP+1xGkVFNibMTksCEViVhaeJTHdy52W34aoFDzzZCbuG7tfPzkSrZNeBiL047txPV6qm8kaDv+jveXQkMdo5d/1iozuH9ILAuH3UzEaRnHFoedMlPTzL7VYceFC5VEToRah0R8qplLlVnPmBWft1omGKhQc1tSb8ZHd8DqcLC7urCpnqRYwhuH1rntq5LIWD76LhpsFuqtJr47vo9bk3ozqV0qUvGZG8dUmQ08vWsJ87LdJ9gCFWq2jH+IJF+hJpPgz/N3vLcILo0yYwMNNgsysZhgpdbrEuYyYwMzN33H6pJjbttjtQF8N3QGX2RuZ2xUe1w01cX+Jmcvnw+4jg5+nrMiHU4nJaYGqs0GshoqCVZquWbNXPQ2zzXcvx1yE9Pju7ttKzbUc+3aeeysKnDb3t43hBVj7iZK40etxcTrB9dSYdZzVXQHoOl+/k3OHj7pfy1JPkGUmhqxOOyopDIiVD5IxJd9Mdll9Xe9vxTWmYj5z2peHdeevjH+l/ty2Jxbw/MrMil+fhThPm0jG1MgEAhOuqw1H8ViMZ9++ilvvvkmjz76KA0NDaSmpjJ37lxSUlJISUnhvffe49NPP+XTTz9Fp9MxceJEHn300eZzPPzww9jtdp577jnMZjNpaWnMnj27eSl3YGAgX3zxBa+88gqTJ08mODiYp59++oIDjwKBj1zZXL+tQF/L9eu/cgv+dQ2I4L0jm9wCDhKRmBitPx9nbGV4eBL9Q2OxOOw8vWtpq8AjwPLiDGYk9CBQoabaYmRJ4REeq69giDqhuWHFvupiHtv5a6tjayxGPs/cxk0JPYjW+BGq0v3tH4oFbZfT5WTh8X0eSxJsrchjR2UBk2M6u21XSKTEaM/+kB+k1PLPLiOYtv4rt+3VFiNvpq9nUGg809bPx1+uYt7gGxi7Ylarc5gcNh7b+StTY7vwrz2/A01dTXsFPU67s1xDgb62VeDx5Ou/tG8lnw24Fs1ZmkkJBAJBWxOm9iHsHPbbX1PSKvAIkKev4bvj+ygxNXDduvluY0/vWsI3Q2Z4rJMrEYtRiKXcumkBh2pLmRrThZvie/BZ5rZW+6okMvp46GS9t6rQY+OxjPoKfso7xEOpAyk1NfB6etNE1JfZu9z2e3znYhYOvfmcvoMEf32ZzZ2u20agL8a/KQPzcFmjEHwUCARtzuVtywUEBATw6quveh0fM2YMY8aM8ToukUh46qmneOqpp7zu06VLFxYuXPiHrlMg8KTCrKf2tO6PoyKSeWTHL0DTsusnOg1lcGg8GfUVaKRynC4XequZepuFb4/v9Xru34syGBqWyI/5BwGYnbWDwWHxiE4s+f4x76DXYxcXHGHZqDvp5B8mBB4FbVql2cCcYzu9jn+WsY3RESnN9bpaKjbUk6uvIbexmkSfIGK1Aa0yeweHJ/BQh4F8cHRz8zapSMw7fa7mSF0ZC4fejN5uIbexxmMDG4C91cX8s+vI5j/XWU1UmPVnDT7+kHfgjGOv9RovBB8FAkGbV2XWU2SoJ722lBCVjhTfEKLUvmd8vrA67Hyeud3r+M/5h3i80xB+L8pw2/57USY1FqPXJl21FiOHaksB+KUgnQVDZ5DVUMm6Fo3EtFIFi4bfQqG+DoAItS9mh41SUwNFxnqe7jyMeF0gX+fsYWHu/ubjZh/bwc2JPVlVnOn1uleXZFFrNeKnaBvLbAWXV1alAalYRJiubQT6InyUyCUijpQ3MjJZWF0hEAjalssefBQI/so+7jeVDWU5TFw9u3mbQiJl3qAbSAuKPmNNFpEI/Fs8fJ9vfYR4XSBhwhJrwRXOW0Awq76CMStmUWCobd6W7BPMstF3Eqc7Vc83WKnlxe5juKd9PzaVHcfmctLZP4xKkx6FRMr09V8RrvLhgQ4Dznwdp31W/2jFEhfe35tAIBC0FSXGem7duIA1pacyGH3lSn4bdRdpQVFnLT/hzZnuf+d6Z3S4nNy88Vte6D6Gh1MHklFfSbwuEKVYwvN7V7CzqgCVRMbGqx5gccFh/nNgdfPrSkRinu82igc6DOCjo1uaXtfV9N/Zr10gaJJZqSfSV4lE3LrZ5OUgEYtoJ3S8FggEbZSQEiUQ/AEhSm1zA5mTVpdkcU27TvQKiqb2RI24liwOOzdu+BqHy8kNp9UiaumqqFR6tWgMc0dy7+asR4ApsZ09HQY0dX8UulkLrgTBSg0zE9O8jt+T0q9V1mOZqYHJa750CzwCZDVUcvOG76gyG9y2+ylUVJr1/O/QOv53cC3Xrp1HnC6Qe7cuwuKwk6+vJdUv1GOnemhqSHOsoar5z75yJaGqs3c1vTa2i9exqbGdCVRoznoOgUAguFwsDjuvH1znFngEqLeaGbvic4o8LF8+SS6RcldyH6/j17TrzKrirFbbx0QmE3CGrEJ/hYpO/qcWfZsddv6x+zeuX/81s7N24C9XcvWauc01Hf0VKtLryvj3gVVuAU+Hy8kL+1YwLDyxuXHZ7cm98VeoGBmR7PX1h4UnEiAXsh4FTbIq9US1kU7XJ7XzV3FE6HgtEAjaICH4KBAAdqeDAn0dWfWVFBrqcDhPdUdvtJrJbazmWH0lFSb3L/MItQ+zB05zC1osyjvITQk9uCO5N0dry5g36AYWDr2Z+YNvYFxUewCcLhdfHtvJg6kDCVe1zk4cHZFMubmxeWxyu86k+IaQ21jDsfpKyoyNtNP4MzOxV6tjAxRq/t1jnNcC8ALB5eB0OSky1JGvryWnoYrM+gryGmuwOhzcGN+DpBPdU1vqFxJL35BTNbtMdit5jTVUmPQ8nDqI7oGRrY7ZVplHlVnvtq3RZuF/h9aRp6+h2FhPv5BYfi04jPNEiosLFz/lHeTxTkNanU8pkfJ8t1F8mtFUU0yEiFkDphFxDlnFMVp/ZiT0bLU9QKHm5R5jPS4lFwgEgraizNTIF1k7PI7p7Rb2VRef8fhugZEMD09stT1G689NCT0IU+n4ftgtLBx6Mx/0nUy/4Bje7D0J3xbBvabns9qm5zN9HYEKNV8MmMbAkDg+H3AdC4fezO+j72Lh0JuZNeA6xCIxMxN7oZA0Le6aHtedecd2tbqGkxYc38fkmM6k+AYzNbYLIpGICLUPj6YObrWvTqbgvT7X4Hei47ZAkFmhJ8q3bQWjY/zVHC7XCx2vBQJBmyMsuxb87ZUZG5mVtZ13Dm+g3momQKHm2S7DmZnYi3qrhad2LWZJ4RGcLhed/MP4sO8UegVFoZLKkYoljIpIYfekR3kzfT2Ha8vo6B9GpNqXBF0QBfo6Ht3xC7VWE35yFXen9GVyTGfu2bKInMYaLA47swZex8ay46wszkQjlXN9fHfkYgkPbf+Z74bO4NeRt9PBN4THd/7Kj3mHcLicpPgG836fyfynxzimxnbhrfQN1FlNTIxO5dak3sQKhdAFbUiVWc9PeYcoMTYQotLy+qF1FBrqUEik3JrYi392HcXqsffya346X2bvQiaWcH/7/gyPSGrudF1kqOOlfSv5OmcPVqeDGK0/z3YZTnptWfOSuZP0dqvbny0OO0WGOqCpo+lL3cfwZvp6t31mH9vJP7qM4OvBN/JVzh5KjQ0MCovn7pS+/Jh3ED+5kr4h3Xi68zCSfYLOaalhkFLLG2kTuC62C28f3kid1cSk6I7MTEoTPqMCgaDNszrsmBw2r+P5jbVexwDC1T7MG3wjm8py+ODoZswOOzfG92jOCrc47Ny04RtsTgfxukDeTJtIeIus8nJTI3OydvJm+nrqrCb85Sqe6Tyc6+O7cXtyb57b+zuT2nWie0Ak/z24hlx9DXKxhGtju7Bo2ExmbPyGIKXaY4OZk0qMDbzQbTT/7jGWKI0fAP4KNf/oOpyxUe1589B6Ki16RkUkc3dKX2K1Aef+Fyj4S7PYHeTXmZjaJfxyX4qb2AAVdSYb5Y0WwoSmMwKBoA0RuYRpkfM2YsQIANasWXOZr0TwRzVYzTyz+zc+99ApcdP4B7h+3detHlrFIhHbJzxCz6Aot+0muw2D3YJGqsDpcvJ/+5bz3uFNrc57e1JvpGIxXf0jGBWZTOpPrzMoLJ6+wTFYnHYWFxwmu6EKESLSJz+FViZn+O+fkNNY3epc68fdz6CweBqsZqxOB35y5QXXXxK0DX+1+4vN4eD9o5v4Me8gN8b3aG7G1FL/kFh+HD6TYKWWGosRkUhEQIvMkjJjA1evmcPuqqJWx37SfyqfZWxjf00J0NRM5uiUZ4j3OVX30eKw89iOX/kscxtLR93BqwdWc01MZ57etbTV+YKVWp7oOIQb4rsTrNKikEibP9tqqRy19MKyFYXPqOBy+6vdWwSXXrGhnr5L36PE2OBx/OQzyLmotRhxulz4K1SUm/SMXfE56XVlrfb7bdSdjI1qj95m4Z97lrWaXAJ4qMNA9HYLu6oKeSR1EHdt+aHVPl38w7m/wwC2lOdiczpY0KKxTEvPdB7OS93HIJN4vi+fvHf7ypRe9xH8Pe8vR8oa6fTmet69uiNdwttOjfWCOhO3LtjP6nv6MTyp9aoSgUAguFyEZdeCvyWj3Uqj1UyFWc8XWa27Mbb3DWFXZaHH2XKny8U/dv9GnaWpy7XN4aDeakYqEhOk1KKSyig36/noSOsHZoB52bu5ul0nRkQmEarScWdyX9aVZvPawTW8nb6B7BO15a6P70aEyocDNSXoZAru7zCAu5L7uC3TfmLnYqrMenzkSoKUGiGoIWhzSkwN/Hv/Ku5M7sP/Dq31uM/WijwK9HWIRCIClRq3wCPA8cYaj4FHgP8dXMddKX2BpomBt3tPwkeuwOqwN++jkEh5pOMghoYlsLUij60V+STqgghRtq6LWmnW0z80liitX/OyPZVURpBS2xx4dDidNFjNWFq8xtmc/hm1Ouw0WM1uJR4EAoGgLYlQ+/Bqz6s8jqX6hpLooVyGN/4KNYFKDWKRmIz6Co+BR4DHd/5KuamRclNjc7mL032SsZVr2nXm7pR+vHbQ8/fKwdpSwlQ69teUMDMpDdlpz0dx2gAe6jCQe1L6njGoePLeLQQeBafLqmoq8dLWaj5G+iiRSURC0xmBQNDmCMFHwd9KhamRlcWZXL/uK6as+ZLcxurmum8tdfIPY3tlvtfzbK3Io8Fm5mhdOY/vXMyk1bN5ctdijtaVY7bbqDIbsLucHo91uJxopXKSfILRyhT8X/eRPN15WHNgQymR8nDqIN5Im4iPQomvXMW0uG4cqS2j2NjAv3uM5Z0+VyMRidlTXYTR7n1JlEBwudVbTTTaLPjIlF6zZwD2VHsOLgLsOMNnMU9fQ7BSy8CQOLaMf4hys55r187n7i0/sKeqiAarGWj6oflh38lsr2g611O7lvDloOsZHHoqa6edxp+fh99KF/8Ij6/ldDk53ljNfw+uZdLqOdy+aQE7KwuaJyLORaPNzL7qYu7d+iOTVs/hhX0ryW6owi4EIQUCQRsjEokYH53K5wOuI/jEZI1YJGJyTCeWjr6T8HOofevJxrLjXscy6ysx2K1Umg04vDxH2V1OzA4bYSodxz2sCjlpZ2UBb6VNJNkniLVj76ODbyhKiZTPB1zHs11GkFFfwV1bfmDh8X0UG7wvzRYIPMmqNKCRS/BXyS73pbg52fH6iBB8FAgEbYxQ81Hwt1Fh0vPYjsUsyD3VffrhjoM87ltvNZPiG+L1XCEqLdUWI32WvNf8cLy5PJdPMpqWdUZ4aCLTUsti6mEqH17sPoZ72/fHYGta2hmm0qGUyijQ13LbpgVuD9fLio5ydbuOvNrzKv53aC0SkTCHIGi7VJKmh3KxSIRUJPYalD/Tj9hIja/XMYVESie/MN7uM4lhv3+C4US9x03l8FXOHj7pN5WbEnqgkSlI9A0m8kQNyZzGam7e+C13pfTl0Y6DsbucOFxOBoUloJN7btZ0tK6CQcs+pP5EQBNgQe5+3kibyF3Jfb0ed5LJbuPH3IPcseX75m2byo/z3pFNrBt3H72Cos94vEAgEPzZAhRqbk1MY3RkCo1WC0qJlGClBp38wrO92p2oreiJRipHKhKjOUuJC4VEislhQymRYvaShe6vUPPA9p8YEZ7Ef3qOY824e2mwmrlv6yLWleU077em9Bg9AiP5ZcTtZ/y+EQhayqo0EO2nQiQSnX3nP1k7PxWHhY7XAoGgjRGiFoK/jayGSrfAI0CxsZ4EXVNtOJlYQpBCg1QkZn1ZDhOiU1udQyOVE6BQ81jHIfxj19JWs/IOl5NbNn6HRqago1+Yx+tI8Q0mWKlx26aQSInR+pPqH0asLgClVIbN4eDTjG0eZ/V/LThMlMaXZzsPJ0zVeumoQNBWBCk1DAtPZHlRBlNiO3vcRyOV0yXAe8H2tKBootQ+JOgCEZ/2tXVLQk/8FSru2bqoOfDY0kPbf6bc1LQ0SiaW8GDqQHzlSnzlSqotRv57cC1T1n7JtHXzESPCX+G5a2WNxcgD235yCzye9PSupZSZvWd1nlRmauS+bT+22m60W7l900IqTMIPBYFA0PZIxGKiNX6k+ocS7xP4hwKPAEPCE1otgz7p7pS+hKp0BCs1pPgGe9yno18YOY3V/Jqfzg3x3T3uIxdLSPEN5lhDFZ9mbiNPX0OoSkd6XZlb4PGkvdXFLC08fOFvSvC3k1WpJ8LnzJOOl0tsgJrDZY1Cx2uBQNCmCJmPgr8Fp8vJrMzWtR1fP7SO2QOmkauvwV+hptzUSLjKhwqznkSfQOYOup47Ni+kX3AMj3QcjNlhw+ly0SMwioy6claVHmt1zkqznkabmR+G38LI5Z+6LTUNU+n4cfithJ3DUqUSUz1fZu/yOr608Ajv9bkGiVDnUdCG+SvUzBpwHZNWzeH13hPIrK/kwInmMABqqZzfRt1JlNpztonFbsPudPLFwOnUWk0k+wSTUV/BzRu+o2dQJM91G0Wd1cS+6mKPx9tdTg7UlhDvE4jRZsVPpmLWgGk02iwEKTTMObaDXwsOc0dyHwaHJXh9HzUWI5vKPS8VdOFia3keST6efyifdLSuHKuX5dWH68qothgJadHpVSAQCK5EJruNclMjWQ2VuFyQ7NtUY1cjawrURKp9+WXEbUxeM9ftnjgwJI4nOw2l2mKgwqTn68E3MXH1bMpaTMxEqH2YP/gGnti5mC0Vefww7BbSa8vYVVXYvI9CImXWgOt45/DG5m0Lju8n0SeYjz00sDnp04xtjIhIJlSlRSdrW3X8BG1PVqWece29r5K6nGL8VdSabFTorYTq2maAVCAQ/P0IwUfB34bNw49+o90GIhFvp2/kaH158/buARGMjkhmakxnBofGc6CmhJmbvqPRZgFAhIi7Uvrwdu9JPL5zcavzWh0OugREsHXCwxytK+dwbRmpfmGk+ocSfYblRidVmvXkNFSfsQ6c3enEX+45S0sgaEvidIGsGHs3xxtq+KDvZMwOOwdqSmin9aNXYDRRGl+PzZKMNgtbK/OZvu4r6qyn6irOTOxFxtRn0EjlhKl1ZNSVtzq2JbvTQZ3FxHfH9/LYzsXN9wK5WMIbaRP5b68JBHlodNPS2bIHPN1fWl2HlyXnJ3mqPysQCARXkgarmUV5B3hg20/NgUWZWMJbvSdxU3wP/BQqFBIpw8ITOTLlaXZUFlBuaqRfSCxxugBqLEYmrJrN8cZqEnSBvNPnamwOB8XGekJVOhQSKXdu/p77OvTnrpS+7K8p5sO+k7E4HawuOYa/QkWcNoB3D29kfYsMR6vTgcvlwu70fh+2u5wsPL4Ps8POIx0HE3TaKhWB4KQGc1Ngr601mzkp1r/peeZwWaMQfBQIBG2GEHwU/C2IRWJuTUpjYe5+t+1Pdx7GkzsXuwUeAfbVlHDrpgUsGj4Tm9PBtHXz3QIHLlx8nrmdt3pPorN/OIdqS5vHfGRKQk4shY7W+BGt8WN0ZMp5Xe/60mx+zk9nYnRHr9mPtyf3RiwWKicIrgwRal8iWmQ3johIOusxhcZ6Jq2e06qr9Lzs3XTyD+fR1KaarVqZgmSfYLIaKludQ4SIrgERHKkr58HtP7uNWZ0OHtnxC9smPEyyl+V9J/kpVHQPjPSaYTkgNO6s7yfVLxSxSOQxyBivCzxj8FMgEAiuBFkNldy15Qe3bTang4e3/0y3gIjme6VCIiVOF0jcidI3ACXG+ubAIzTV5r1h/deEqnRMj+1Kg83CawfXAHD3lh/wk6tI1AUyI74nwSotvxakMz97N3n6mlbXNT2uGz5yJbcl9Wajlyz2CdGprCvLYV1pNj2DorgmxnOpEIHgWJUBgCjftpkEEOnb1PH6SHkjw5POvSu9QCAQXEpC5ELwt9HFP5whpy2rTPYJZn+LJaAtbSw/TqXZwA95B7xmLH2WsY1bEnu5bfuo3xTCvTSccblclBjqOd5YTbGhHqeH81aY9Px7/2p+yj/E9fHdmjtMtjQoNI7O/t5r5AkEfwXLijJaBR5Pejt9A/mGWqDpc/Vyj7FIPTRfeqrzUGQiCa8fWuv1dd5KX4/RQ73IloKVWj7pNxW5hwzNh1MHEnaWJlPQVHbhpW5jWm2XiMR8PuC6C+4cKxAIBG2ByW7jrUPrvY7/9+Da5hUkABaHnQJ9Lccbq6kw6SkxNnisc11uauTDjC30DnZvylVnNXF9fHecLhdKiZQ7kvtQYzG2On5idEfidQEADI9IopOHmtyx2gAGhsaxrjQbgJf3r6LSrD+Xty34GzpW2RR8jGyjmY8nO14fFjpeCwSCNuSCMh+HDx/utbOXWCxGrVYTExPDzTffTFpa2h+6QIHgYglT+/D1kJv4vegoHx7ZjNlhR3KWDnWNNjOHasu8jucbaungF0KcNoAOfiE813UUHfxCkUlaBygqTXp+KUjn5f0rKTE2EKrS8a+uI7kutmtzpiQ0ZQgUGGqxOR08uP1n5g26nt+KjrKiOBO1RMYtib2YHtdNCFQI/vKy6iu8jpWaGponBRpsFr48totfR97OvGO72F1dRITah9uSelNmbGB/TQm5HjJhTjreWI3JbkN9lu6qXQMi2Xv147x5aD0by48TqtLybOfh9AmJ8dqopiWtTMG97fvRO7gdrx5YQ4GhlrTgaP7ZZSRJPkJmgkAguLKZHDaOn+Fem6evwWS3oZMpKDLU89ahdXxxbCdGu5WBIXE80nGQ12OdLheBCg0To1NJry0jXhfAXSn92FFZQNrSd3mowyDubd+P3ZMe5aOjW1haeARfuZLHOg5heHhScz3dKI0vv42+kx/zDvJF1g4cLicTozsyJCyBu1tkbBboa71OfgkEWZUGAtQytIq2u4iwnb/Q8VogELQtF3THnDhxInPnzkWj0TB06FCCg4Oprq5m48aN1NTUMHLkSIqLi5k5cyazZ8+mX79+F/u6BYILEqH24Y7kPkxq1xGH00mdh861J4lFIvwVaoaFJfD9acu1T+riH47FYefXkbcTrfHDx0sHSJPdykcZW/j3/lXN28pNjTy8/WcK9DX8X7fRaE8UYldLZXT1j2BzRS7ZDVVMWD2bq6I6cHtSb6xOB+FqHyI0nptzCAR/Jf2CY/ncQ6MogA6+oc1ZiFqZgi0VuZSZGnir99X0qCqg2mLkhX3LKTLUc2N8d7oGRJDuZSKhd1AMOtnZayLJJRI6+IXyYb/J1FstKCQS/M9zqXSAUsPIyGR6BUVjdjT9CNecw2sLBAJBW6eVyukT3I7dLZq/tNQrKBqdTE6ZsYFr137p1iRmW2U+T4mHeT23QiKlymygX0gsj3YczJLCIzyy4xfKTzSj+c+BVRyoKeaLgdN5rdd4nu48HKlY7LFuY5TGj4dTB9HRL4zd1YWsKTnGm+nr3fbpGhiBVircmwWeZVfp22zW40lx/mp+Ti/D5XJ5TRoSCASCP9MFBR/r6upITU1l9uzZaDSnvtQtFgt33XUXwcHBvPfeezz77LN8/PHHQvBR0OacXMqskEiZ3K4zPxccarXPLQm9CFXpGB2Zgr9cRW2LhhcnPdpxMI/s+IVOfmF8O2SG25jL5cLisKOQSCkzNfK/g56Xfb57eBP3pPRvDj76K9S82usqBi/7CGia7V9aeKR5Fn/PpMf/0HsXCC6U1WFHLBJ5bA5zKfQJbkeIUkuFh6VvL/UYg59chcvlIlih4aM+U6i0Grh/2yIy691rP/6Uf4hfR9zOwuP7W5VQkIslPNxxIHLJuX8dqqRyVGfJkjwbP4UKaJu1ogQCgeBCyCVSHmg/gFmZ2926WANIRWKe7DQUlVTO7qoidlUVopHKGRvZHp1Mwf6aYo7UlzMwNI7N5bmtzn13cl8W5R1gZEQyN234xq0DNkCPwEgCFRoabWaClBrC1LozXqtIJCLBJ5Br181zWwp+0is9xp24TwsErWVWGojwaePBxwA1tSYbZY0Wwtv4tQoEgr+HC6r5uHz5cu6++263wCOAQqHgtttuY8mSJQBMmDCBI0eO/PGrFAguAYvDTqVZz1Odh3JDfHckJ+rFycQS7k3px8s9xlJqbODX/HR+GD6TbgERzceGKLV80Hcy60uzKTLUs64sh0Z708Or1eHgWH0lL+5bybXr5vHCvhXobVYGhcZ7vA67y0m52f0hunNAOD8Mm0mo6tTDcxf/cNaPu58Yrd9F/psQCM6s2FDPz/mHmL7+K27Z+B0by3KoNF36Wliri7P4ffRdpAWdqvMVoFDzUb8pOJxOyk2NPLfnd6av/4ocfTUjI5IIUbr/4PSVK/ms/3UY7BYWDruZWG1A81i8LpBVY+8hrsU2gUAgEFy4OF0gq8feS0KLRjKx2gAWDruZH/IO8Ev+IcQiEU93Hsb8wTegkcmpMOuZFteNVN9Q/tV1JFNiOiM+kamlkEh5otMQHu80hBClFp1M4RZ4jNMG8MuI25gS04UKs55XD6xhX3UxdR4mjE8Xo/Vn/bj76eR/qgZkmErHT8NvpaOfUFdb4N2xKkOb7XR9UmxA08qM9Da49NrlcnGgpoSNZTnUWc7+WRUIBH8NF1yowmAweNze2NiI3d5UI0UqlQpp3oI2yeF0srn8OFet/AKxSMStSWn8MOwW7C4HKT4hxOkC2FVVyNiVs7A5HUSqfXmgwwBe6D6aQIWGCpOetw9vYGtFHgCBCjVikQiXy8WOynxGr/isedb/96IM3ji0ji8HXU+1xeCxwY1KInP7s49MyTUxHekdHE2NxYhMLCFQoXGrDSkQ/BmKDPVMWjWbA7Wn/t0uzN3PjISevJE28ZL+m2x0WJi56Tte7zWRQKUai8OOSiJjfvZu5ufs5v0+k/nviUYyy4qO8r9Da/lq8I1UmQ3NHeznDJzOy/tXcaCmhFS/UJ7uPIxgpQYfuZIkXRAxOiHwKBAIBBeLXCJhQGgcG696gHKznkqTnuP6ap7fu4LDdU2lL7oHRPJRvyn0/+2D5uOWFR0lQu3Dl4Ou5+3ek/hvr/Ho7VZ8ZErCVTqUUhn/6TmOPH0tIkS4cKGTKfi4/1Ru27TALSA559hO3kybyB0pffCReQ8QiUViugVGsmrMvVRZDNidDgIVGiLUPsLvF4FX1QYrdSYbkW200/VJ4T4KlFIx6WUNjEoOvtyX02xnZQG3b1rA0RN1vRViKfe278d/eo47a+1tgUBwZbug4GP//v15++23SUxMpEOHDs3bMzIyePfddxkwYAAAq1atIiEhwdtpBILLpsTYwA3rv25agumCL7J2MPfYLmxOB9EaP9aMvZfr13+N7UQAsdhYzz/3LAMgUu3Li91HNwceAR5JHUyYSkexsZ4b1n/darmR1engsZ2L+W+v8dy2aYHbWKw2wGMARywSE6XxI0rjd3HfvEBwjhxOJ9/k7HELPJ70dc4e7kjufUmDj5NjOvPcnuVctWpWq7GHUwey8LRarGaHnSd2LuFfXUdwz9ZFjAhPZGdlIQdOBPyP1JVz/7Yfm/dfO+4+IfgoEAgEl0CY2oeM+krGrPy81di+mmIWFx5mcGg8G8uPN28vMTbwWcZ2Phtwrcd6uiqpnAi1D+OiUlhWlMEtib348MjmVkuwAZ7ctYTx0an4nEN2WohKK0zuCs5ZVmXTyo+2nvkoFomIDVBzqLTtZD5uKMvhqpWziNMG8EbaBALkajZX5PJpxlY2lh1n2eg7m5tDCQSCv54LCj7+85//5JZbbmHKlClER0cTEBBATU0NhYWFxMfH869//YuVK1fy7bff8t57713saxYI/rAyUyPVFiO9gqJ5rONg5GIJFocdH7mSBcf3UWMxUumhzhw0BSJbLoceHp7IjQndEYvEVJoNlJoaPB5XbmrET+4+S+ovV/HTiFuJUAsNZARtT4VZ77XhC8CnGdvoHxKHVHxBFTzcmO02Sk2NlBjrkYhEhKt9CVNqmTtoOrdtWogLV/O+/UJiGBqWyIdHt7Q6T5Gxjq4BESwddQf+chUzNnzr/fqPbiVIoUEjlROq0qGSyrzuKxAIBH8ntRYjFWY9pcZG/BUqQpVawtQ+53y83eng04ytXscXHt/P/R0GuAUfAX4pSOf13hO8NvPylat4v+8UBubuZ2xUe3otfsfra6wpOUayb9vJ+BL8NRyralr919YbzgDE+Ks4VOr5d8mfrdhQz9Q1X5LqF8orPcY119qO1QXQLziGZ/csY9zKWawbd7/XBp4CgeDKdkHBx+DgYH799VcWL17Mjh07qKmpISEhgfvvv5+JEycikUiIj49n4cKFdOnS5WJfs0Dwh9ldDkaEJ3FHcm8e2v4z1RYj0FTv8dGOg1FJZPQNjmF7Zb7H433lKj7rfy2dA8KJ1QY0ByPtp2U8ni5YqeGHYbewv6aEzv7h9A6Opp3G/+K+OYHgInG5XJgdNq/jRrsVp8vJBZYPblZnMfF93n4e2/ErZkdT2Q4fmZJ5g67nqqgOHJ3yNCuKM6k0GxgdmYyfXEW/pe/jdLlanevz/tfxRdYOZmft5N0+Vzefz+P1O2y8nb6BBbn7eCNtIjfEdz/v7tUCgUDwV1NirOfh7b/wc/6pZnwpvsH8MuL2cw7mOVwujHar13Gzw47cQ/Myh8uJh1u7G6VEyt7qIhJ9gjx+D5xkdHh/fYHgQh2rMhCkkaOS/TnN9/6I+AA1G49X43C6kIgvbymB+7ctQiIS81zXka2a/CX4BPG/XuN5bMevzNz4HT+OmIlY9McntgUCQdtywZ9quVzOtddeyxtvvMHs2bN55ZVXuOaaa5BImm7EiYmJdOrUiREjRnDs2LGLdsECwcUQpvLh8U5DuHXTgubAI4DN6eCNQ+s4XFfGqz2v8nisTqagwtTI8PAk+gTHuGVBhqi0aKUKj8epTywXmhLbhZd7jOW6uK7EaAOEukKCNitQqWFKTGev4zOT0s6rS7Q36bWl3Lf1R7dAYYPNzNR18ygzNZLkG8yDqQN5qccYBoTGoZHKW3WtBhgdkcyxhkq+yNqBCxeby3MZF9Xe6+uOiUxhc0UuZoedh7b/3Lw8WyAQCP6ujHYrL+9b5RZ4BMisr2TcylmUGOvP6TwKiZSZSWlex6+Kau+xq/XAkFh8ZJ6fowBMdiuvHVzDoryDHK0rd2tIdrqR4cnndK0CwfnIrjJcEVmP0NTx2mRzcrzac6+GP8vK4kyWFh7l/g798ZV7rpUZrwvk2S4jWFx4mHfSN/7JVygQCP4Ml3RKweVyUVxcjNXqfeaxuLiYlJSUVv/98MMPABw9epQZM2bQrVs3hg4dyuzZs92OdzqdvP/++wwaNIiuXbty++23k5/vnq12tnMI/hosDjtFhjoK9XU0WM1n3DdC5cPWirxWtRm7B0byXp9r8JEp8VeouDamKXO3a0AE7/W5hu+H3cKvI25nVXEWvxdltDpvuMqHt3tP8viab6ZNIEzlfcmSzeGg2FBPsb6eclMjhfo6igx1WM6QuSUQXCo1FiMVJj0PpQ4iwEM2YBf/CHoHtfvDr9NgNfPygVUex5wuFx8f3YLN4f45DVfp2DXxEfZe/Tgrx9zDzMRevJk2kVd7jSdOF0jPwCigafnetLiuBHq4/s7+4fjKlWQ3VDVve3nfKqHrokAg+FsrMzUyL3uXx7E8fQ35+tpzPlff4Bi6+Ee02h6oUDMzKc0twDkkLIFZA6bxYb+p6O2WM1yfni+ydhCnDcBPruKNtInIPGRQXhfblUiN95I2JruNQkMdhYY69DbvrycQnC6rUk+kz5URfIwPbHr+OXgZl167XC5e3LeCjn5hDA6NP+O+/UJimBbblX/t/Z391cV/0hUKBII/yx9PWfmDMjMzUSgUrF692i0DTKfTUVtby2233cbIkSN56aWX2L9/Py+99BJ+fn5MnToVgI8//pgFCxbw2muvERoayhtvvMFdd93F0qVLkcvl53QOwZWvQF/LG4fW82X2LswOG+OiOvBaz6tI8Q1G6uGhVCYWc7Su3G3bf3uNRyaW8O7hjeTqa0jyCeL/uo3iodSB7K0p5r0jmzjeWE2iTxAPdRhIqIfi5HKJlKmxXYj3CeTFvSvIqK8g2TeYl7qPoXtgFAovWWJFhjo+PLKFvdVFPN5pCO8f3siq0mOoJDJuT+rN452G0E4rLM8WXHoGm4WDtaU8tXMp2yrz6B0UzfLRdzHv2G5+zD+IUiLj7pS+3JTQ84w/7M6V0W4lp6Ha6/jhunJMDhuyE1n1Bfpavs89wLuHN1JqauDNtImMiUzhpf0reXLXEtpp/HmgwwBuSujB4zsX81nGdtaOu48PjmxmaeERlBIZMxJ6MC2uG9eu/dLttbIbqzA6rPjRtjtYCgQCwaVitNtaTcy2VKCvpV9I7DmdK1Ljy5JRt/NNzl4+z9yO2WFjamwXZib2Qi2R8WbviXyRuYPnuo3iSF0Z/9qzjAqznh6BkbyRNokeQZGtulWb7FZmxPdgaHgib6WvZ2J0RzZd9QCvHVzD1op8ghQaHujQn6uiOhCk1Hi8ruON1fxn/yoW5O7H4XQyOaYzL/cYS5JPkLAaRXBGLpeL7CojvaL8LvelnJMAtZwAtYyDpY1MvUyV0DaU5bCjsoBXe151Tp+v25N7s6e6iFs3LWDnxEcuygobgUDQNlz2T3NWVhZxcXGEhIS0Gps3bx5yuZwXX3wRqVRKQkIC+fn5zJo1i6lTp2K1WpkzZw5PPfUUQ4YMAeCdd95h0KBBrFq1ivHjx/P999+f8RyCK1+hoY4Ryz/leOOpAMZvhUdYW3KM3ZMeo71f639bYrGYfiEx/HRi1n1GQg/KTI28e/hUmv+xhip+L8ogVhvAawfXNG/PbqjikR2/8N2QGeQ0VFFpNiAXSwhV6YhQ++CnUDEsPJGuIyMw2W2opDKPmWMnlRgbuGbNXI7VV/H9sJuZsvbL5uWnBruVD45uZnlxBqvH3it0vhZccruqChm5/LPmBi87qwoZ8NuH/LPLCDaPfxClREaIUovkIjSZAdDIFHT2DyNPX+NxvGdQFOoTjWBKjQ38a88yvj2+D4Cxke0xOmzcuOGb5v0LDLU8s3sp96b045N+U+kXEktmfSXXxnbhtqTeZNVXMC97N1/n7OX1tAlMWze/+dhO/mFeyyYIBALB34FWKkclkWHyUu83Xhd0XueL0vjxZKeh3JLYC5fLRaBSw5HaMl7cv5LJMZ35esiNvLRvFT8XnMqC3FtdzIjln7B4xO2Mb5fqdj5fuZLewe24eeO3JOgC6eAXwqjln3NjQnde7D6aequZzzO382P+Ib4dMqNVF+t8fS2DfvvQrUP2D3kHWFWSxa5JjxKvCzyv9yf4e6nQW2m02K+YZdfQtPT6YMm5lUu4FD48uplYbQC9z1AioSWZWMLTnYdx/7Yfef3QOp7rNuoSX6FAIPizXPZKrpmZmSQmJnoc2717N2lpaUilp2Kkffv2JTc3l+rqajIyMjAYDPTt27d53MfHh9TUVHbt2nVO5xBc+baX55PqF8rkmE5EtOjEaHLYePXAagxeltNMatcJjVQOwHWx3fjIQ+fc6XHdeCt9favtL/cYy96aYjr9/AYDfvuAtCXv0mfJe+yoLGhuOhOgUBOp8T1j4BHgcG0Z+6qLmZHQg88yt3lskHGsoYodlQVnPI9A8EdVmBp5ePsvbp2loakW6kv7V1JlNhKu9rlogUcAuVjCQ6mDENF6NlwulnBDfHckJ4qOV5r1fHt8H2KRiCFhCTzeaQhvHFrn8byzsnbQJSCCtCXvMm3dfMaunMV16+bhK1dhtNualw928g9rPubF7mOEDosCgeBvLVztw4OpAzyOdfQLI/oCMt4lYjHhah8iNL4oJFIcLiczE9N4ad9K8vV1boHHlh7e8UurGpNOF7y8v6lUxz3t+/HqwTU02s18lrmNB7b9xD/3LONgbSnrSrNbTWo5XU5+zj/kFng8qc5q4tOj21qV+RAIWjpWpQcg6goKPsYHqjlQcnmWXZcY61lccJhJ7VLPK6s40SeI6XHdeOXA6lYr1QQCwZWrTWQ+BgcHc+ONN5KXl0dMTAz3338/gwYNoqysjORk92LRJzMkS0pKKCsrAyA8PLzVPqWlpQBnPUdgoOcZzhEjRni95tLS0lavKbg8Kk16tDI5IUotZoeNl7uPxYmLx3csRm+3sLw4gzqrGY2H4uVqiZRfR97OfVsXYXLYsHlYZmRx2FstP0r1C8VfruL5vcvdtpeaGhi5/FN2TnyEcLXPOXfN/bUgHWjK8Hpi5xKv+y08vp/J7TohvoiBH8Hl0VbvLw02C4fryryOry/LJi249cx1g9VMvr6W+dm7KTHVMyWmC32C251Tpm6txcTSwiN82n8q/9rzO1WWpqLo0Ro/3kibyHc5e0nxDUEnU3CotpQJ0anc274fa0uzsTkdNHqZXHC4nOQ0ViFu8bBbYmzg5o3fsmDozUxcPZt1pdmkBUVTamzgk37X0sEv9KzXKxC0ZW313iK4cigkUh7rOAST3cZnmdubn40Gh8Yzd9D1hKm91672pMps4HhjNV8e24nBbuOmhB5EqH25ZeMsApUa0utKvR6bp6+h0mxgwfH97KoqpG9wO0ZHphCl8aXYWE+sNoD0Wu/fWRtKc+gdfKo2cYPVwk95B73uv6TwME90HuLWSFBwinB/geyqpiaVEVdIzUeAhAANPxwopcFsw0cp+1Nf+5ucvUhFYkaEJ533sTcn9GRTeS53bf6ejeMfELpfCwR/AZc1+Gi1WsnLy0OlUvH000+jVqtZvHgxd911F3PnzsVsNiOXy92OUSiagkgWiwWTqakxgKd96uubZkrPdg7BlavabOCVA6v54Ojm5m3fHt9HWlA0cwdN57p18/GVq5B4mWlzAk/uXMJrPa8iXO15Jl8uaV0v8takND48uhk/uYqbE3vSJ6gdJoeNn/PTWV6cwQ95BwlT6ZgW1/WMAcgKkx6L086k6I5sKMvB5LDjI1fQYPPcLCdYpRECj4JLSioSIxWJPXaSBjw2bmm0WfgqZw+/5qdzXVxXegZFsbOygNcPruX7YbcQows482uKxWwsy2FXVQFv95mESiJDJBJRYzHynwOrSNQFITvxwBmt9uOadp24evVcHC4ng0LjznhutVTealLBYLeyr6aYJzsNZUR4EnG6AF7qPoYw1cXN6BQIBIIrVahKx2s9x/NIx8HUWoxoZQqCFRoCvNRQ9KbKrOelfSv5OGMrAGKRCIlIxD0p/fig72Qy6isIVng/pwgReY01PLWraWL2+9z9qKVyvh58I//cswzgjN9ZAUr37yyZWOK10y40Len21LxGIDjpWJWeEK0cpezK+XeSEHSq6czAuD+vrIDL5WJ+9m76h8ahPUMHe2/kEimPdxzMYzsX88nRrTyQOvASXKVAIPgzXdbgo1wuZ9euXUil0uYAYadOncjJyWH27NkolcpWnbJPBgzVajVKZdOsk9Vqbf7fJ/dRqZoeLs52Dm/WrFnjdexMM3+CP8+xhiq3wONJu6oK2VdTzKDQeKbEdPY6gx2q1DE6Mplr181n9sDpRKqbZtJbqjIbiNL4UmQ4tT1K7UuIQss7va/mg6Ob+TRjGzqZgpsSevBzym0sLTjMgZpi+gS38xh8rLEY2VR2nP/bu5yM+goSfQJ5sMNAtDIFMxJ68t+Daz1e7x3Jfc7nr0fQhrXV+0uIUsv0+G58k7O31djJpc6nKzXWE6rU0iMoiuf3LqfGYmRQWDz/1200P+Qd5IEO/VFJ5a2OOylIqeHxjkO4ZdN3bKvIbzX+Xp/JKE/UfAxV6bhq1Rc4TvzQPN5YQ6pfKEc8LMkJVmox2q04Xa5WY3mN1XTxj2Da+vlYnQ6mtOvM891Hk+gTKMysC65obfXeIrjyqGVy4mWB8AdqIGbWVzYHHn1kSuYPvoH1ZdlMWD2bRpuFEeFJTIhOZVhYAuvKclodPyYyhY3lx922Ge1WHtnxC891HcmKogwmx3Tmh7wDrY4Vi0QMPe07SyOT80jHQSwrOurxeh/vOOSspXL+zoT7C2RXGq6oeo8A7fxUyCQi9hf/ucHHw3VlHKkr58b4Hhd8ji4BEUyITuUfe5YxPjqV2LNMaAsEgrbtsv/KUqvVrTITk5OTKS8vJywsjIqKCrexk38ODQ1tTu/3tE9YWFMdr7OdQ3BlcjidfHrigdaT73L28UK3UYyLas+uqkIO1JS0qhskk0h4oMNAugdG8uah9XzYb3JzDciTPs/czoKhN7s1oSg36Xmu+ygmr/2S34sysDkd1FiMfHBkM8/vW85NiT0pMNTxdc6eVtdlcdj5OnsPU9Z+yeG6MhwuJ5n1lTy0/WeO1JUzKiKZfiExrY57sfto4rTCF67g0lLL5Py7x1gSTvuxKULEV4NvJFzVerlduUnPB0c388ahdVSY9dhdTtaVZjNl7Zf0Do7mcG05x+orqbeaPL6mxWGnT0gMi0fezo/DZ/LFgGmknlj+fH/7/nTyP3WfztXXuDVBePfwRl5Pm4D/aZksKomMz/pfy5uH1nt8zWTfEGYf20mjzYLFYee73H30XfoeuY2em94IBAKB4PzYnQ4+PnrqOe2dPlfz4r4VvHt4EzUWIzang+XFGQz5/WNe6XkVgadlQEZr/Hil5zh2VLaelCo01BGm1vHt8X3clpRGoo97ExwRIuYPusHjd1ZX/wju9DCZOzmmk8cJNoGgpaxKA5FX0JJrAJlETFyAmn1/ctOZH/MOopUq6BkU9YfOc3dKX7QyBbdvXoDTS5azQCC4MlzSzEeRSERERESr4OJJGRkZ3HDDDcyaNYtevXo1b09PTycxMZEOHTqwYMECHA4HkhPLX7dt20ZcXByBgYHodDq0Wi07duygXbummi4NDQ0cOXKEGTNmAJCWlnbGcwiuTE5c1HtZngzwYIeBbKnI49WDa7CcaOASpw1g0fCZdAkIb85uitL4smTkHaTXlrGvuojVY+9lT1Uhh2rLSAuKZlh4IuEqLdsmPsySgsMca6ikk38Y7x7e1Hzelg7UlFBjMVJh0lNjMbYaLzU28K+9v3u85vcOb2Rqu878X9dRiEQilhQcxk+uYlpcN6I1fvgpvC8VEggulhhtAOvG3c++6iKWF2cSpfFlckxnotR+qGWt7+VGu5XN5bmttjtcTp7d/Rvjojrwa34618d3Y2ZiL4JbZCLXWox8k7OXf+xZhtHelKEepfFlzsDrSdIF4qdQuzWAObnPSYWGOp7etZQ5g6ZzrKGK7IYqugZEMDoyhdyGGg7Wtq4l5iNTkuoXyqHTxuqtZt47sok30iaikFz2csgCgUBwRXO4XCT5BDEuqj15JyZ29teUtNrP4rDz7/2r+H30nfycn06lWU+voGj85Coe2v4zMxJ6esyKD1RomDf4BtaWZjN/0A2UmhpZXZJJlMaP62K7Eqn2bc6abylYpeWVnldxT/t+LDi+D5vTyfS4biToAgk+rTO2QNCSy+Uip9pAnxi/y30p5y0hUM3+4j83+Lgo7yD9QmKQ/8FSBhqpnKc6DeXJXUt4J30jT3QeenEuUCAQ/Oku+BdWYWEhFouFxMRE6uvreffddyktLWXs2LFcc801AIjFYtau9byEFJoyHJOSknjppZd44YUX8Pf35/vvv2f//v0sWrSIoKAgvvjiC/71r39x5513cvDgQebNm8dLL70ENC3bnjFjBm+++SYBAQFERkbyxhtvEBYWxqhRowCYOnXqGc8huDLJxBJujO/O4oLDrca6B0ailEp5Ytdit+25+hqGL/+EvZMed0vbD1f7EK72YVRkU2OilsXJAY43VtNnyXsk6gJJ8g3CX6FmZUmm12v7Of8QPYOimB7XvdVYlcXQKoByktXpwIGLMVHtARgdmeL1NQSCSylS40ukxpcJ7Tqedd8t5Xlex3ZUFvBxv6mIRSIO1ZYyL3s3k2M6E6sNQCIWs60in0d2/NK8v1gk4u6UftRbTbx1eCNOl4sb4ruR6BNEiEpHxxadqU86UlfO5DVfMjQsgYXDbiHoRE0yX5mSN9Mm8n97lzdnS8brAvm43xSe3f2bx+tdXHCYf3QZQfh5NlQQCAQCwSmVJj25+hqqLQYiVD4803k487J3ed1/VUkWtyT1IlipoWdgFE/tWkLuiU7Vj6QOarW/WionQu1Dv5BYpsZ2ad5+TUwnSgz1HKwt5fVD6whSarghvgfRGl+3Wo9BSg1BSg09Av9YRpbg76W80YLe6iDK98pLBkgK0rL6WBVWuxO59NIvfDzeWM2RunKmxXa9KOfrHhjJtNiu/GvvMgaExtHXwyoxgUDQ9l1Q8HHjxo3cf//93HzzzTzzzDO8+OKLrFy5kuTkZP7xj39gs9m47rrrznoesVjMp59+yptvvsmjjz5KQ0MDqampzJ07l5SUpsDLF198wSuvvMLkyZMJDg7m6aefZvLkyc3nePjhh7Hb7Tz33HOYzWbS0tKYPXt2c7ZlYGDgWc8huDL1C4mlvW8IGfXuy+rvTu7Lfw95DnrXW81sr8wnUKGm3mZGLBIRqtSdsdHE4oLDGO1W0uvKeLnHWOotRj7uNxWJSMT2yny+ydmLoUVAUSNToJHK6eDX1FW90qzH4rCjEEtbLes+3R+dHRQI/mxnqo8lF0vIaax26wz/8v5VrBpzD9EaPw7WlDB30PU02iz8kHuAa2I6sb0i323/jzO2cHW7jnzQdwqhSh33te/PlvJcZiT2JFipJau+ki+P7eKh1IFuDXEClRru79CfybGdqTIbkIslBCo0/PfgWo/ZNwA6mQKJUPNRIBAIzpnBZqHWakKMiBCVlhqLkSd3LXGrHZynryXVv3Wpo/4hsUyP60aAQk1X/whWFWfx+M5TE8ciREhbPJ9Fa/y4NSmNsZEpyMWtf8IUGeqYsGq2W2b7fw+u5c20idye3PuMzWYEgrM5VmUAuOJqPgIkBWmwOVwcLm+ke6TnJpsX02+FR5CJJfQKir5o57w9uTdH6su5du08tk98mCiN30U7t0Ag+HNcUPDx448/ZuDAgTzwwAM0NjayatUq7r77bh555BHeeecd5s+ff07BR4CAgABeffVVr+NdunRh4cKFXsclEglPPfUUTz311AWfQ3BlitL4sXzM3XxydCtfZG3H5LBzdXRHhoQncN+2Hz0eMzA0runhddMCVpVk4StX8mCHgdyc0JMIjecv4x2VBQBMielMkFLDkoLDzMvejd5mZWREEouGz+T5vcvZVVUIwLWxXTDYLJgdNn4vPMr/7VtORl0Fyb7BvNhtNP/tNd5j5lW4ysdrcxyBoK26Krp9qyzjk66N7cKS07KTDXYr7xzewFOdh7O5IpeNZccJUKiZmdiLIWEJ/OtEB9OWfi04zLioDoyMSObZzsNZHpDBW+kbKDLW0z0ggq+G3EgnvzBEp3W2V0hkxGoDiG1RL/W6uC58nLHF4/U+kjqIEGHZnUAgEJyVw+kku7GKf+9bxdKiI6ilcp7sOJRk36BWTcs2V+TySMdBfHCkqUmgXCxhzsDpZDZU8lb6BqosBgaHxvFAh4EUGepYWZIFwMiIJPzkKjr5hzE0LIGBofG8nb6Bt9I3EKv154VuoxkankCQUovVYef9w5taldQAeHLXEkZHpgjBR8Efkn0i+Bjhc/6dmy+3+EA1YhHsKar7U4KPSwuP0DUgApWH0gcXSiaW8EK30Ty4/WeuWjmLtePub17tIhAIrgwXlOKRkZHBzJkz0Wq1bNq0CYfDwZgxYwAYMGAA+fmta7MIBJdCtMaPl7qPYd/VT3B0ytN8NuBafGRKYrT+rfYNUKh5tstwRq34jF8K0jHYrZQYG/jnnmVMX/8VZcYGj6+RdmLW7slOQ3lo+8/879A6ykyN6O0WfilIZ+raebzcYyxaqYLnu43icG0pX2TtYHHBYSasns2+6mJMDhsHakqYvPZLxIi4/rQl2SqJjEXDZxIhLPcUXGHCVb580m9qq+2JPkHMSOjJ96d1IQ1V6ZiR0IsBv33A70UZGOxWCg11/OfAah7f8Suv9Rrv8XXmHtvJ/ppi/ndoLfdsXURWQyVGu5UtFXmMXP4p2yrzcXnobH26VL9Q7k3p12r7iPAkxkennuO7FggEgr+37MYqei9+j+9y99Fos1BuaiTXUMP7JwKMLVkcdpQSKc92GQ7AKz2vYu6xXfx7/yoKDLUY7VaWF2cyec1c7m3fn0i1LxFqHx7vNIRnd/3GU52G0jUgguvXf8XOqgKMditH6sqZvv4r3juyGb3NQqVZz+dZ271e7yIPHbEFgvNxrMpAqFaBQnrlrVJSySTE+KvZU3Tp6z4a7VY2leXS+yJmPZ4UoFDzWs+rKDE2MHTZR831ZAUCwZXhgjIfFQoFdntTs41NmzYRGBhI+/ZNdeqqqqrw8RECKII/j0wiIbJF1qJGpuCl7mO4ddMCt/1uTUrj3cMbPTaK2VqRR2Z9JWEegn8To1P5LGMbhYZ69lUXtxo32q18nrmNDVfdz/aKfB7Y/hOLhs/klo3febze5/ctZ9/VTzAwLI4dFfn0CormqugOtNP4tcrcEgjaOp1cwfUJ3RkYGse3x/dRbKxnYGgcvQKjGLNyVqvP2x3JvXn90FpsTkerc20sP879HQbgK1dSb3VvKNVotRCu8uFjL13uH9z2Ez0Do9zuBZ4EKbW83GMstyX35qvsPZjsVm5K6EmKbwhhaiHzWCAQCM7GaLPyn/2r0NstbtvVEhmNNkur/cNUOooM9RjsVpaMvAOJSMxTu5a02s/ucvLfg2v5ctD11NvM3Lt1Efn6WiQiMc/s9pxh/7+Da7ktMQ2ZWILe5rmmNkCVhyaAAsH5yKkyXPIl1y6XE2Pu79iqjyALaI86/ipEoosT7EwO0rCroO6inOtMNpTlYHHaL+qS65ZitP680/tq/rlnGT0Wv82baZO4JbEnUqF0lUDQ5l1Q8LFnz57MmTOH+vp6fv/9d6ZMmQI0dan+8MMP6dGjx0W9SIHgfI2Las8L3Ubz2sE1WE8EOQaFxvNO+kavx/yUfwhfuZJ52bsIVGiYGtuFALkaiUjEvME38PFRz0s1AZYXZfJM5xG8enAN0LQcyVtjGbPDTq3VyH3t+3Nf+/4X/B7thnLsddkYsn9GLNOhSZ6KRBuJRNk661MguJR8ZEpS/cP4T89xABTp6zhaX06jh4703QIiefXAGq/n2lyeS1f/CDaWH3fbfnVMR9I9LKc7qdhYT53VdNbgIzTVgwxUai7Zg7HgwjjtZhz6Yoy5y7DV5aCKHooitCdSnfD/k0DQVpQaG6gw6fmt6GirsV1VhQwLT2RnVYHb9p6BUWwoy2Fe9m72VRczICTW6/l3VhXgAq5dOw9oqvvor1BT4yV46HA5ydVX0zMwmuHhiawpPeZxv2vadTq3NygQeJFVaSDa79IFH11OO7VbX8BStguJLhJTwSospdvw7/8yIg81Ts9XSoiWtdvysNgdlzR7c1VxFqFKLe0uYU3GaK0fH/efyodHN3PXlu/5z/5VXBvXhV5B0USqfdHKFMjFErRSBaEqLXLJH//7EwgEf9wFfRL/8Y9/cM899/Dkk0+SmJjIfffdB8A999yDUqnkySefvKgXKRCcD4fThc0q5c7E/tyU0JMqix6FWIpOpkAtlbk1h2lJLpbw+M7FbCjLAaDSbCBIqaHdicYYPnLvDxwaqRwXLoqNTcsZzlbjRPYHZ+fs+lIqV9yKuXBd87a6na/g1+c5fLo9iEQVcIajBYJLK0rrh0LSVJvnH6fVcHS4nMjFkuZJgdPpZHIsTvdsyQCFmuHhSeTra8/4utIzNI4SeGey2qkx2RCLRIRoFUjEf34GttNhxVy0nvLFU+DE//+NBz5Goo0i/NpVyPwS/vRrEgjaAqPVTu2Jz2eoVoH4Mnw+Tyoy1DFp1RzuSumLRipvlaG+oSyHJzsNZV62jjJTY/N2i9Pe3HBPb7OcMRAgE0top/Fj76THqLeZCVRocLicZ7wulUSGn0LFG2kT6LP0/VaZ9T0Do0g90QRQILgQLpeL7GoDfWMu3QR/4+G5WCr2oOt8B7KA9thqMmlMn0Pj4Xn4dL7jD58/Jbip6cyBkgZ6t7t072NNyTG6B0Ze8tVcOpmCf3QZwdSYLiwuPMz8Y7t5K31Dq/0kIjGd/cOYFteNe1L64acQar8KBJfLBQUfo6Oj+e2336iuriYoKKh5+0cffURqampzp2mB4M9WVGdi/u5CPt2Wj8nm5JpOYTwzPJF4fzV2l4Pbknrz4dHW9YgAhoQl8MGJMaVEysiIJK5ZM5er23UkRuPPyIgkPvGy5POO5N68nb4eX7mSe1P60cE3hCiNL0WG1rVVwlU+hCovfHmny+XCcGyRW+DxpLod/0EdP14IPgouu2CVjjuS+5DgE8T/7f2drPoqknyC0MkUXB/Xjfk5ezweNyW2CxUmAwdrSnHiYlJ0R25P7s2D23/itZ7jUUlkmBy2Vsf1CWpHkEIoPH4+nE4XOTUG/rc2m1/Ty1HLJdzbL4ZbekUR6fvnPpw79CVULJnWHHg8tb2IqnWPEHLVN0gUl75IvkDQVjicLnKqDby65hhLj5SjVUh5oH8sN/aIuizddi0OO+8c3siB2hJ+KTjE9fHdedvDD/2Htv/M8tF388ahdfyUfwgnLtpp/ZmZlMbHGVs5WFvKKz2v8vo60+K6Eqn2RS079VuizNhAe98QMuorWu3vJ1c1d73t4BfKjomP8Oyu31hTegwfmYL7OgzgnpS+hKuF+4fgwpU3WjBYHZfss2erP44h6wdUseOQBTSVMpMFpKCKGXVi+yhkunZ/6DUSgjRIxSJ2FdZdsuBjhamR9LoyJrb782poJ/sG86TvUAAarGZqLEbMTjs2pwOj3UaFSc+h2hJe3LeCdw5vYO6g6xkX1eFPuz6BQHDKBecgi0QiVKpTP05+//13ysrK8Pf3JyYm5qJcnEBwPorrTUycs5MDJacax8zeWcCPh0rZ+cggEoM0PNlpKCuLM8lqqHQ79vluo0nUBbJn4mPYXA7qrCZkYgn3dxjA3KydfD/sFo7UlXNf+/6tApCd/cO5p30/HE4XL/UYixgRSomMhUNvYeTyT90CJUqJlIXDbiZC7YPd6aDE2EC1xYhMLCFIqSZMdfZ6qQ5jOQ37PvQ63nBwFkEjewj1IwWXRYmxniqzAaPdir9CzeiIZAaGxmF1OjDbbTy4/Sce7ziEzRV5HG+sdjv2lZ5XYbLbeKzTIG5I6E6ZsYE1pceYsuZLTA4bK4oz+XrIjVy3bj7OFs1lAhRqvhg0nUCh6+F5ya420Pu9TTSYmwJ+1Ub41+8Z/HSolF9v603EnxjgsFan43K0XqYPYM5fhdNUJQQfBX8r2VUG0t7biN7SlMVXY7TxzG9H+elQKT/emkaEz58bgKww65mV2dTQZU1JNg90GMCakmMcqClx229URBJHakt5svNQHkodCDTdo/3lKp7rOor/HFjFwtz9vNxjLM/vXe52bIzWn390GUGRsY5Qla65O3WY2odvhtzEsN8/oaFFOQ+ZWMLCoTc3N+uTS6R0DYjgu6EzaLRbECMiVKUVasEJ/rBjJzpdX6rgY2P6HMTKQJRRQ9y2K6OGYCnbjv7ot/j3fvYPvYZcIiYpSMPOgjoeGPCHTuXVutKm1WPdAyIvzQuchY9c6XGl2sR2qVSZDbx9eAMTV83my8E3MCOh52W4QoHg7+2Cgo+5ubncc889XHXVVTz66KO88847fP7557hcLt59913mzJlDz57CB1rw59pVWOcWeDypzmTj9XXZvH9NJ6K1fqwaew+7qwpZmLsff7maMZEpbC7PJauxki+P7WZxwWFcuBCLREyN6cL8wTdw15bveT1tAj2DIpkYncrP+ek02MxcH9+dnoGRmO02/n1gNUsKj1BnNeErVzJn4HT2Xf04SwoPs6OygLSgaCbHdCZG60+91cyvBek8vnMxdVYTAEk+QXw7ZAbdAiMQi86wfNTpwGmp8z5sqgSXA0RCfRPBnyurvoI7Nn/P1oo8ABQSKfel9OfRjoOIPtGBftaAaWyvzOfT/tdSqK9leXEmISot18d145eCdAYv+wgRIv7bazxpQdGIETGpXUfGRqYwJCwBF7ByzD0sLTxCkaGObgGRDA6Lx0/252cCXcmMVjuvrj7WHHhsaU9RPfuK6//U4KPTXHeGURcup/dGEgLBX43BYufFlZnNgceWdhTUkV7a8KcHH50uV3PZGhcuZm5cwLt9rsbucrKm5Bg6mYJJ7TqCy4VIJGLCqtnNpWjCVDo+6T+Ve1P6ck1MR+Zk7cRfrmLz+AdZeHw/ZaZGBoTG0jMwitXFWTyz57dW3x1dAsLZe/XjLCs8wsby43QJiGBaXFfaafxbBRf9FCphaaXgosquMiACIi/B585Wn4uldAealOsRnfZvWSSRoYwaijHnVxydb0ei+mPlA5KDNWzPP3MJmz9iQ1kOMRr/NjkZHKTU8J8e43jn8AZu37SASLUvw8ITL/dlCQR/KxdUIOvNN99EIpEwYsQIbDYb3333HePGjWP37t0MGjSId9999yJfpuDvxO5wkltjZN7uQp797Qg/HSyhoNZ05mOcTr7aXeR1/OdDZVQbmx6aozR+DA1LoItfOEWGOm7c8DVKqZRPM7bxa0E6LpoyqpwuFz/kHeC74/uYHteNWzZ+x52bf+DbnH0MD0/giwHTGBaeSK3FxJxju/CRK/m43xTe7zsZq8PB1LXzyGms5vFOQ/lu6Aye7DyMBJ8gpGIJe6qLuH3zwubAI8CxhiqGL//krHXtxEo/VDGjvI5rUqZdlMLUAsH5yG2oZtLqOc2BR2hapvfukY3MPrYTs60pA7id1p9pcd0YFp7Arcm9+WrwDdyR1JtRKz5vrtXjwsUzu5dy7dov+WfXkdyWmEaJsR4XMHnNXEav+IwDNSWIRSIW5R1g8LKPeCt9PXoPXVYFntUYbfx6uMzr+Pw9hTidLq/jZ1LSYGZNViXP/naE9zcd51ilAaO1dZCzJUVId69jEm0UYrmQ9Sj4+6g12VhypNzr+Dd7i8/rfGabg5wqA59szePZ346wIrOC4vozP1edTieV079Fo5gGm5nbNy/k3/tX4XA5uSGuO//YvYxwtS+T13zZHHgEKDM1MnXtPEpMDXQPjOL5bqM5WF3C7ZsWcqyhCoCPj25l0LKPsLocdAuIaPXdIRaJidMF8EDqQL4bOoN/dR1Jkk8wCqGRhOBPcKzKQIhWgVx68WtLG7J/RqzwQx7SzeO4IrQXIrECY+7vf/i1UkN1HKsyUGO8NBN6G8py6BwQfknOfTGIRSIe7TiYrgGR3Lj+a6rNhst9SQLB38oFfWPv2rWLV155hc6dO7Nt2zYaGxuZPn06Wq2W66+/noceeuhiX6fgb8LpdLGnqJ6Rn23DYD014x+qU7DtoQEolQ6cuAhUaNweOMWImNItiBEdfMitsjB/VykpwRqu7hqIXCriaIkFcYtlyGUmPc/tO7Xcp19wrNcOvD/np/P76DtRSmREaXwpNtTTJSACu8vJ/OzdPLLjl+Z9Pzq6hf4hscwbfAPT1s3nn3uW0TMwimCVtnmfarOBf57WhOOkRpuFpYVHm5cqeSKWafDr+38Yjy/BZXf/8SD1jUcZcYnWUggEZ5Crr2n+EXm6949s4qb4HiT5BgNQbmqk/kRpg2Cllhf3rcTsoY5jR/9wDtaUopXJuSmhF8WGOg7WlpKgC2RQaDxBSg2hKh35+lo+y9zOPe37kex7ZTcVaDDb0FscyKVigjSXrn6yWCRCJZNQ7yHzEUCnkF5QY4vCOhPjv9hBetmpZhOPLz7Mghk9Gd8hFJXc8/JHiSYMdeJUjNk/thoLHPo2Um3EeV+LQHClcrpcqKQSjFYvjbkU576M2GJ3sDa7imvm7sJ+YkLh9XU5JAZpWHl3X2ID1Od0ngClhrd7T2LE8k+5NrYLPQKjMDlsVFsMdPILQy6R8M/Ow/k4Ywt2Dw1inC4Xbx5azyf9r2VHZQGzju0AaFUG573Dm/hiwDSmr/+q1XcHQL3FhMFuRSWRIhVLaDzRwCaoDWZaCf46cqoMRPgqLvp5nXYj5oK1KKOGeE0cEEmVyEO6Y8xdjjb1FkRceFml1NCmmvPb82u5qkPoBZ/HkwpTIxn1FUyN6XxRz3uxSURinu08jDu2fM/Tu5Yye9D0y31JAsHfxgVN39hsNnx9m7IQNmzYgEqlal5m7XA4kEqFWUjBhSlpMDNp7k63wKOvUsrH01OYk7ONQcs+os+S93hm11JyT9SLq7UYWVmcycdFS/n38e84KtvJ6oe6Mrqflc/KfuF/ed/jCsnGiB7XiTpx1ZZTM10iROjt3jOmXLhQSKRsLj/Ov/evYmtFHpUmPXn6GrfA40lbK/LYVVXI8PBEDteWYT6tgYLJYeNInfeMhs3lx3GepbOjzDeBiOu3oood2/QOJEp0Xe4lbOoKpLqoMx4rEFwKZ/o3XW81Y7BbqbUY2VNVxL1bFjH090+YsuZLDtSUcLC21G1/nUzBD8NuYWBoHE/sWszMTd/x2sE1aGRyPu03lSc7D+W3wiP8Z/8qsuormTvoesZHd6DxCs58NFkd7Cuu5+Zv99Hz3Y2M+Xw7Px0spVJ/ad5TqFbOPf2812e+u+/51242WR38e1WWW+ARwOmCG77ZS0mD55qOABJVIIHD3sF/4GuIVU2BBnlQF8KmLEcVPfy8r0UguBLZHU4yKhr5fn8JN3T3HnC/Le3cG0+UNFiYOm93c+DxpOwqA08vPYLecuas5JY6+oWyefxDWJx2FuUeIC0omlqLiWd3L+PWTQsoMtVzbWxXtFLPQZr0ujLqbWb2VHtfqVJsrAcRfDPkJgaGxDUv9W60WthRkc+09V/xzz3L2FVdxIwN39JrybuMWfEZP+UdpNKkP+f3IhCcj6xKwyUpdWAu2ojLYUUR1vuM+ylCe+I0VWGtPPSHXi/CR4G/Ssa2S7D0elN5LkCbznw8KVCp4fak3szL3sW+6vPLJBcIBBfugqKEKSkprFy5ktjYWJYtW8bAgQORSqXYbDa++eYbkpOTL/Z1Cq5wDWYb5Y1WDFY7Pkop4ToFKnnrf37F9WYq9e5LAd6/LpmXM37kYO2pouYfHN3Md8f3sXXCQyzJP8ITuxc3j10X15U7tixwe7j9/Ng2FhUcYPuEh0nwCcJPfqoWkAsXGumZM4wabRa2nFhOWmHW85+Dq+ni7/2Hwfzs3bzYfTRFhnpkp9VvkYslxGkDOFznecljt4DIM9d8BEQSKfKgjgSP+wqnpR6RSIxYFYRYKtS9E1weCT6BXsdUEhlqqZz9NSWMXfF5c1ZMuamRn/IPEa8LIE9f07z/e32u4dWDa9weCD/L3MYPeQdYOuoOhi77GKuzaYJiRXEmq0qymDvwegLk55bB0xZty69l9OfbOBkfKG+0cO383Tw2OJ7nRyXjq5Jd1NeTSMTc0bsdPx0q5VCpe7Dw/v6xxAd6zyKqN9mo0FvQWx34qaSEaZWo5BIqDBa+2uM5qOBwuliXXUVCkPfzSjVh+PZ4FG37G8BpRyRVIVEHe91fIPirsNgdlDdaqNRbGfTRFqwOJ7/c1ps12VUcLXcPqD0yKO6csxUB9hTWYbF7ntD8Ob2M/423oFWc28+BXH0tA377AIfLya8jbmPq2nlu5WOe2f0bvYOieafPJO7a8kOr4+O1ASjEElL9vGeoByrUlBobuGvLD3wz5CZ85EqcLierSrK4bt08OviGcltSGuNXfdHceKzc1Mh16+bzaOpgnu8+qrlRjUBwMbhcTZ3n+8T4XfRzm/LXIPNPQqw887klPjGIVYGYC9ehCO5ywa8nEolIDdWyJbfm7Dufpy3luUSqfQhWas++cxswPqoDv+Sn8397f2fpqDsv9+UIBH8LF5T5+PDDD7No0SKGDBlCfX09d911FwBjxoxh+/btPPDAAxf1IgVXtsI6EzO/20f719fS452NpL6+nn/+nkGVh4yeBnPT0kt/lYx+Mf6MTQnGIKl1CzyeVGUx8N6RTeyqLmje1k7jj83pYE91EWKRiO6BkfQJbodGKqfGYuTN9A2Y7TZClFrSgqKbj0uvLaN3kOdMgmHhiWyvzHfbppMpKDO1bm5zUq3FiFaq4PluowhT6dzGQlQ6Xug+2uNxMrGEa2PP/aFCovBF5tMOqS5KCDwKLqskn+BW/9ZPui0pDa1UwaM7fmm1HO+74/u4M7lP859jtP5YnHaPM9E1FiOfZWxj6mmfEafLxccZW1BJL26A7s9S2mDmnkUH8FRi8Z2Nxym/RNmPUX4qlt3Zh59m9uKaTmHM7BXN1ocG8OKYZK9LvgtqTcz4di/tX19HzxP38+dXZFDeaMHucHkNcgDn9D5EYglSbQRSn3ZC4FHwt1Cpt/Dm+hw+357PU0uPYLY7cbrg1gX7+NeIJD6c3ImrO4Yxs1cU2x4ayHMjkwg8j5IMVQbvtd0cThdWx7nVdq23mHh61xKMdivTYrsyL3u3W+DxpJ1VhYgQEaU5VadVIhLTIzCSF7qPQSYW0zu4HT5emoTdndKPr3P24HA5eWnfSuRiCSXGBu7f1lSS4f4O/Xlh34rmwGNL7x7ZSLmpsdV2geCPqNBb0VsdRPle3KC2w1SNtfKA11qPLYlEIuSBHTEXb8Z1ltVRZ9MxTMfOgjpsjj92ntNtKj9Oql/YRT3npSQRi7khoTu/F2VwoKb170yBQHDxXVDwsX///ixZsoS33nqLZcuW0blzU22HmTNn8sMPP9C/f/+LepGCK1el3sKNX+/h18PlnHxO7ByuY2hCED+nl/HiikyWHS2nqK7pATYuUM0n01P4cEY7+vZq4K4RPiwvO+j1/D/mHaR/aFzznweExrKiOJPbk3qzeOTtjI9KZUBoHF8Oup7/9hrP4oJ0qi1GglVaFgy9me6BkQC8cWgdL3YfTY8Tf24+X0gsT3QawgdHNrtt31ddwoAWr3u6wWHxqKUyRkWmeBwfEpbAC91GI22R4RigULNs1J3EnOjsKBBcKeosRmQiMb+NupM4bYDb2JSYzjzZeRhVFj3pta2zfctNjeyoLODt3lejkEgZGBLHyuJMr6/1W+FRBoXGN/85ThvAgqE3c2tSGp9kbOWH3APk62vOWrqgLakz2cipNnod31NUd8leO9JXxTWdw5kzrSv/NyqJbXm1zNtVyJGyRupM7kGLikYL183fxW9HK5rv5xa7k7c2HOe9jcdRyyV0DPMcgAYYnhh0yd6HQHAhyhst7Miv5d+rsvhwcy7HKvXntQz5j3I4XXy3r5j/W55Jt0hf1udUN4/VGG3M+HYf727KRauQMDolmD4x/gRqzq/uXO923p8p4gLU+CjPLeux3mZmRXEW0PSM83tRhtd9VxRnMjQsAYC7U/qyeOTtTI3twm+FR8huqKbYUM8vI24lQu3TfIwIETcn9CReF8Da0mwAjtaXY7BZqTYbqTQ3ZYCGqXRke6kvDLBXWEIpuMiOVTX924v0vbiT/OaSLSASIw/sdE77y4M647TUYas5+odet1OYD0abgwMl3pMozpfeZuFATSmd/a+c4CPA8LBEwlQ63jnR8FAgEFxaF1ycMTo6mujoaLdtM2fOBKCxsRGdzvsPEMHfR1mjhS15p+qKdArT8dzIZG7+bi96y6m6jlG+Stbc2w+F0sac0t/ZnV4IQLm1+xk7GSokUmzOU+exOR2Mjkyh2FjPhFWz3fYdE5nCu32uRnSi8UysLoBlo+6k3KSn3NRIsErL/ME30mizUGpsQCaWEKLUMGrF561qyeXpa/CVKUnyCWrVZEMqEvNqz6tI8Q1BJpZQZmxALBIRciIrrN5qxuZ0cH/7/sxM7EWuvgaVREa42ocItQ9S8bkXkhcILrc6i4llRRncumkBfYLb8dWQG3G6XNRZTbTT+BOk1BCu9uFwreesN6lITKGhjpsSenDg6ifQ2yy8fdj7Q6BSeuozH6bS8XH/qdy+aSGlLTKRfeVKVo+9l+4Bkc2f97ZMcpbGLirppb0nVDRaeOa3I8zbfWrJ9FNLj/Ls8ESeGJLQnGVV3GBmV2G9x3O8tzmX+wfE8v41nRj52TZOT0rqF+NPfOCVuyxe8NdT0mDmlm/3sjb7VMBPJILPr+3CtG4R6BSXPpO6pMHMv1cdA5pqo0rFIo+1GbOrDHQMvbDn6mg/JaOTg8mpNnBDr1D81RIOl5hYsK+Md6/uSPg51rETiUTIxGKsTgc2p/OMz2ZqqYz/6zaKh1MHsbw4k/Grvmgee3H/SiZEp3JTQg/e6DWRMLWOIkM9gUo1vxdlcM/WRW7nEotEbvdI8Vnu6UL3a8HFll3VNDkY4XNxG86YizYh809EJDu370aJTwxiuRZz6XbkgR0v+HWTgzUoJGI259bQK9rvgs/T0o7KAhwuJx2vsOCjRCxmYnQq87P38GbvSULjKoHgErugzEer1crnn3/OnXfeycyZM7nlllu45ZZbuPnmm5k6dSoDB3rv1Cv4e8mvdV+S8/SwRO5edMAt8AhQVG9mzu583juykd3Vhc3bVxVnMamd9y/Yu5L7sqYkq/nPW8vzSPUL5d/7V7Xad0VxJkWGekJbfLGEqHR0Dgino38oU9d8ycGaEiaums1NG75h4urZZDZUen2Qfe3gWn4bdSd3p/RDeWKfgSFxbJ3wMJ38wqgw6Xl211L6//YBI5d/xqzM7WTUVXDLhm/pu/Q9btjwNYWGuqal4SExtNP6C4FHwRWn1NTArZsW4HA52VqRx8DfPmT48k+4deMCPs3Yio+s6WHdV6ZkyIlMmJNSfINZOuoOghQapq37iqlr57GnuphbEtO8vt60uG4sKTwMwCMdB/PPPcvcAo/QFOC/evUcSowXb1b/UgpUy+ndzs/jmEwiomuEj8exi2Vzbo1b4PGk/67N5mjFqSWMudWGVvucZLI5qDHaSIv2Y929/eke2bTkUquQ8NTQBL6/pSehOqE0hKBtcDhdzN9V6BZ4BHC54K4fDlJY57050sVktDqoNjZlGK/MrOCaTt5/uE/seGGdaYO1Cj6/vgPPTw1gpXkN7xX/SGPgYTY+1o2B8X7nfJ4ghZob43sAsKTwMNfFdvW6721JvXl1/xoKDXU8v3d5q/GlhUco0Nfxv0NrMdpt3L/tRyasms1HR7e4LaceFBpPoFJDoEJDok9T5vShM5TJkYkldA3wXo9bILgQx6r0hGjlKC7iRKDT2oi16uB5BRFFIjFS/xQspTv+0GvLJWI6hGrZeLz67Dufo20VefjIFLTTXHmrt8ZFtceJi6+yd1/uSxEI/vIuaHrw9ddf5+uvvyY5OZmamhoUCgUBAQFkZWVhs9l48MEHL/Z1Cq5QYbpTs4QKqRh/tYxnhyUSF6jB4XRRZ7Ly4ZY8DpQ00CVKxd373b9QqywGykyNTInpzE/57h3eOvuHMyOhJ138I1hRnIXD5aRXcDRfZe/xej2fZGzlhoQerWrTlZv05OprePvwRt7uM4nbNy0E4L3Dm3in9yRu27zQLcNSLpbwQd/JxOsCeav3RJ7oNAS704FMLMFPriLfUEf/pe9T26Ie0r1bFzE4NJ7p8d1YWnSEIkM9a0uz+WLANG5K6IFcmK0XXIFWFGfiOG2Js93ppMZqZH7OHh7tNJgkWTBRWj/e6XM1/zu4hskxXZCKxSToAhmx/FNqLKeWHN+z9QfmDJzOjISefJ3j/lnu6BfGLQm96JH+DgDtfYO9diksMTZQZmogskXdsbYqUCNn1nVdGfzRFurN7ks+Z13XlbCLGLSzOZyUNJipN9lRySRoFWI+2prrdf93Nx6nV5QfSpmEiDMsOZOIRWjkErQKKYMTAll+Vx8MVgcSsYgwnRyZpOlHW1mDuTnYEqCWn3PWlUBwMZU3Wnh303Gv4wv2FfPy2Pbndc46k41KvQWz3YmvUorF7sRkczY12fNReAxcKGVi1HIJRquD7/aV8OPMXmzLr6W43j34+fyo5Ate8llrMfLWkbV8eHRL87ZCQx2/Fqaz8aoH6K06t87ZKqmc/+s2ikabmckxnekcEM6qkkwy6yvd9rs9KY0jdWX0DmnH4oLDXs83L3sXNyX04Mtju3ih22ie3r3UbdxfruLjflNQiqXUWU18NfhGSo0NrCvN5oXuo7hxwzfUW93/nj4fcB3hXmoPCwQXKqfKeNE7XVvKdoHLiew8MxhlAe0xHP0Gh6kKierCS5l0Cfdh6dFynE4X4rOsvjgXWyvy6OAXetbM5LbIV66iX0gMXx7bxaMdB18RK2YEgivVBUU7Vq5cya233sqzzz7LZ599xpEjR3jvvfcoLy9nxowZOJ1XTq0twaUV4askMUhDdpWB/jH++CikzNlVyOGypmyaaD8VL49NYemRcmRSMNpbF0b/x+5lvNrzKm5O7Mm3Ofsw2q3MTEqjb3AMkRpfgpUa9k16nLnHdhKh9mFThfcf0tUWI3ano9V2o72p0c3uqkK+ydnLryNvZ1nRUbIbqqixGNk96VG+zdnH/ppiegZGcUtiL2K0ATTYzKwozuSR7b9QcaIe0fPdRnO8scot8HjSxvLj3JnShxCltnn/R3b8wvCIJKHWo+CKVHqG7EKj3YqjxRLCSJUP3QIiuWvL91zTrhMucAs8nnTnlu/ZdNWDjItqzy/56RjsVm5J7EW/kBj85Cr2XfM4szK3IzlLV/gG26Vp1HIpdArTsffxwfx4sJS12dXEB6i5p18McQFqVPKLk21Rpbcwb3cRL6/KovFEXbvRycH8c0QSh0obPTamqNBbsTqcKGUS2vmpiA1QkVfT+t42vWsEoS0mm4K1Clq2i7HYHewqqOO2hfub61smBmmYM70rvaP9kF/ipeUCQUsOl4tqo83reFH9+WU+5tYYuWfRAXYW1PHNTT34bFs+y46W43SBWi7hySEJ3N8/lhCd+7LNMJ2C+/rF8NaG45hsDu5ZdJAPJncms6KRDcdrCNHIuX9ALIlBGvxU595kpqUyU6Nb4PEkm9PBvVsXsWLM3efcnTZAoWZaXLfm5i8f9J1MjcXEsqKjaKRybojvjr9cxYgVnzIzsRflJr3Xc1VbjOhkSn7MP4ivXMnOiY8yJ2snufpqRkemcE27TsjFEh7b+SvzsndjOzHBOzOxF2qJnOWj7mJD+XHWl+YQrwvg7pR+xGkDUEkv7O9JIPDmWJX+4td7LNuBRBuFWHF+E6Ryv2QMiLCU70Ud67l55bnoEu7D/D1FHK3Qn7FW87lwupxsq8jn2tjOf+g8l9PoiBSe2/s7B2pK6HZa/X+BQHDxXFDwsaamhiFDhgCQkpLCwoVNWWKhoaHcfffdzJ07V8h+FAAQ4aNk6R29mTh7J08NS+SqL3ZgsJ4K/hXWmbh94X5+vjWNgrp6ugZEtOo45nA5eWb3UjZedX9TPTmnE0WLrrZKqYyOAWG83nsCNWYTOrnS62z7sPAEfOWtu9WFqrRIRGIcLicrijNZXXKMkRFJRKl9+b04gyGhyfyn51gsDgcKiQTxiaDH5vIiblj/tdu54nQBvJW+3uvfycriTPqFxPDriWs02K2UmRqE4KPgijQiIok3vfx7Hx/VAalYzLLCoxyqLSVOF0CcLpAwlY7RkSk8uP0nj8c5XS4+PLoZhVhK14Bw7u8wwO1z28k/jLd7T6LAUItaKvc4aSFCRLTG72K8xT+FSCQiLkDDE0MSeHBAHDKJ+Ky1IM+H0+ni+wMlPLX0iNv2lVmV5Nea+O9VHbjzhwOtjpuQGopW3vSoEOGr4vc7+zJ+9g6Ot2iQMyIpiP9N6IBW4f2R4ni1kRGfbcPWorNudpWBEZ9u48ATQ2gfImQrCf48WrmEwXEBrMvxvOzw6o7nXrespN7MmM+3k11l4J1JHXlpZSa7W9RGNVodvLwqC4lYxDPDEtwC7QqphMcGJ5BXY+THQ2UU1pmY8uUuRiUH89GUTsT6q5FKLqhCUrMt5d4nZA/UlFBnMZ01+FhmbCCnsZoNpTmopDLmDrqedw5v5MYN35DiG8yYyPZMj+vK70UZrCk9htPlYn9NCVNjurC82HNjmoEhcRw88byX01hNhNqH9/teg83pQCmVUW8xce+2RXyfe+q+ZHM6+CJrB2aHjff7TCYtuB0PdRiITCxBIv5jf08CgScul4vsKiNpUX4X8ZxOrGW7kIf1Pu9jRXINUl0kloo9fyj4mBqqRSoWsT6n6g8HHzPqK2iwmengd2GlIdqCtKAofGQKfsg7IAQfBYJL6IKCjzqdDqu16cdebGwspaWl6PV6tFpt858FgpOSg7VseXAAH2zJdQs8nuRywWfb8nlmWAJvx17NyOWf4sK94HrXgAjidUHIxBLwUhdRLBJTbzMRq/UnWuNHoaHObVwmlvBc11HoZK0LRoeqdNyX0p8PM5q6Wp8MQgI82n4Y3++u5IlB/tjEVhpsTgLkauptZp7d/Vurczmczqbr9EImluA4rRuD9CwZXOfLYa7B5bAhVvohllzcAtkCwUmVZj2JuiCPkwZRGl9e6jGWwcs+otx0qm5giFLL3EHX4yNXIhN5/5woxFICFCo2lefyaMfBrcYlYjERal+e6zqSf+5Z1mr8rpQ+hFyBhcNFIhFK2cXPAixuMPPSqiyPY5mVelRyMb5Kqduy70C1nGldI9yWZKWEaNn4wABK6s1U6i2081cRqlMQdFoHXqfdjNNSh0iiwC714d2Nx90CjyfZHC7e35TLO1d3vKj1tASCM/FXy3l9Yip939/slp0NkBCopmfUuWcjZVXpya4yIJeIaeevcgs8tvTG+mxu6RlFTIB7c4kIXyWfXdeVl8e2J7/WRIBaRoSPkii/1hOlF+JsJV3EIhFOayNOmxGxTINY7h6ILDTUMXnNXLcSFwqJlFkDrsPlcrG+LIfM+kqSfIKQisTN9/V91cU8320U4SqfVnV5FRIpd6b0YeraeUhEYl7pOY7wE52vTwYRK8x6fsg96PGavz2+j//rNhpfhQql9NI3BhL8fVXqrTRa7GcsO3K+7LVZOK2NyAPOr7TDSVL/ZKzle3HhQsSFTVIqZRJSQ7Wsy67igQFxF3SOk7ZXFCAC2vuG/KHzXE5SsYQBoXF8n7uf//QYJyy9FggukQuKePTq1YuvvvoKo9FIVFQUKpWKVauaGnzs27cPrfbclm8I/j5UcglbW3S9Pt2Bkgba+avpFRTFqrH30OlEtzSlRMq9Kf1ZPPL25gdTb+xOB3OydnLnlu/5fMB1TI3p0hzU6xcSw5qx9yLzMjOukcoZGdCD5ztf1ZwBEKbS8UrXSbRzJZIcpuSX4gOMXfk5Q5d9zPP7llNvNbUKuAAsKzrKdbFdvF7nuKgObCjLaf5zoELd3An7j7IbytFnLaLs5wmU/jCc2k3/wFaXg8sllEIQXDzFhno+y9jKqOWfcfeW71kwdAZ3JPdpbrzUyT/s/9k77/CoqvSPf6b3kt4LIYTee+8gIBZQEBUF7N1d27qWVbfo/tR17dhFVgUrithBkBJ6byGBFEiv0/vM74+BwDAzEEhscD/Pw/OYe+4990zMnHvu97zv9+XLsfO4etX7IcIjBF8o796wBK1EzmXtohcsuCSrGw1uO7d3Hho1jU4hkXJd3gDeGDqDNHVQLIhTqPl3vwt5rPdE9BGinM9X7G4ftdbwCNFj1FjcXNYzWKhBLApGfq29YyjZseFVOFP1SvplGJnUOYmuyfoQ4THg9+JpLKTh5/uo/HgM1Uum4i5eykXtpUQL5MwvbWxOAxcQ+LXokqRj9W1DmoVGmUTEnP4Z/Hjz4DMS/rYdCYqNiVo5ZY3hlgTHsLp8Uf/OY9VyOifpuKBTIgMyY9pMeAQYkpgdVaAYmdweg7eJmq+vovKjUdR8ey2u6i343cF0aYfXzRPbvg/z1nX5vNyw9uOQjaFdjZWUWBuYfsL65+4NX/D28Jlcktmt2SZjWGI2H4++hn/tWE5nQyI/XnATXQzhEVP1LnvYRvQx/IFARMsOAYG2puhoobW2TLt2Vm1CJFUh0WWd1fUyQwf8ria85tJWjaNHip5VB+vx+yN/z1rKhtpScnRxqP/glgejkttzyNIQ8d1OQECgbTiryMfbb7+dq666iptuuomFCxdy5ZVX8uijj7Jw4UIKCgqYNWtWW49T4A+OQiImN17D8sK6iO2ZMSr0SilamZzRKbn8MPFmrF4XUpGYRKW2RTvbVQ4Lrxasw+R2Mn3FAq7M6c37I69CJBKxu7GKtTXFzGzXK+K1IpGILSUOfj6k4MlBV6NVijDb/by7rpor+sGCih9ZUVXYfP7/7fqJrKMRlsXWhpC+vizbw5fj5vFjRWFY25U5vdnXVI3lqBedRCRm4Ygr28Qg3WevpWHVn7Ed+Lj5mHl7IZa9C0i9Yu1Z77AKCJxIuc3EtBXvsLnueHXkvl/+l//0v4h7uo3EHwiglsoxu53sN9VE7KPQXIfZ42RaVnd+KC/goCU09XHGUVEyUamjT1z6KccTr9Qyt0N/JqZ1xOnzopBISFHphRS8k1BKxahkEhye8OhzgA4JGub0S+evYzsgAmLVMvTKM48ocjfso3LRcALeoDDgBVzLZtCz47X83/gbuff7qrBrcmLVqISoR4FfGZVMwqCsWL65fiBmlxeJWESiVo5KdmZL45y4oEDf6PCEeTqeiEQsajP/1jMhSanjuQEXcffGL0KOG+UqXug7AdvHI/A7gkVjvKaDOA59ReKURajbT6XaYQ0r/HUMl89LsbWBbG0sJdYGMjRGPi7ewfDk9oxIzuHnqkOUWhu5fMV7XNW+D1+Mm0t7XTx6mQK718OrQ6ajkypI1xoj9h8pS+VEtKdpFxBoC4rqguJjWxaccdVsQRqTi+gs1ylSQxaIpbhrtiPTZ5/1OHqnGfjf1nJ2V1nokXrqAI9TkV9T8oeOejxGz9hUNFI5Sw/vEVKvBQR+Ic5KfOzYsSPffPMNBw4EU7juuecetFotW7duZcyYMdx4441nNZji4mKmTZvGI488wrRp0wB48MEH+eyzUF+wpKQkfv75ZwD8fj8vvfQSH3/8MWazmb59+/K3v/2NrKzju0n79u3jn//8J7t378ZoNDJ79myuu+66sxqjwNkhlYi5dUg2r68vJRBhg+2RcR2IVR/fMUtUaUnkzCJofYFAc+VDu9fNmwc28OaB49Wzb+44mFh5eBTPMa7sk8Y/lxey8uBxwTBBKycmxsiKfYVh5791YAN3dh3OnzaELui9AT83rv2YZROu5+sj+/mx/ABamZxrcvvRxZjMmwXrGZ2SS/eYFG7sOIh22likp0jTbileS2mI8HiMgNtCw9pHSZz4dlg6lYDAmbK+tjREeITg9+3m/E94pOd4Huk1DolYwsbaslP20+CyU+2w8FS/KRyyNPB9eQEamZzpWT2ocVpJ1xi5q8sIktWnF+ZFItEfoqr1b0myXsGNgzJ5fnW4/1uMSka3ZB0GtRyD+uwjF3zORhrXPIzU2B6/ox6f7Xj0gKdgAVMmX89DUjEub2gk9v2jc9Gcwi9SQOCXJF6rIF579kJWrzRDs2WBx+cnVa+kwhxesGZmz1SSWnGfs0UnVzA7tx+Dk7J5ad8ajthMjE/NY0ZWV2TLLsHjqEWsSkCiScZnrcDvrKdu+S2kJffD41fijlCk7xi1TitGuRKFREqv2DQe2fotd61fwsapd1FormV+QT7+QIDxaXn0jE0lVd3yeTpBqaVPXBpbT4q6BBiUkEViC4vkCAi0hsI6GwkaOao2skPxe+14Gvajybn4rPsQSeTIdJm4a7ehyb3krPvpmqRDIRGzvKj2rMVHi8fJ3qZqJqV3Putx/F6QiSUMSMjki9I9PNLr7P00BQQEonPWq/2EhAQSEoK1LEUiETfffHOrBuLxeLj33nux20PTKAoKCrj55pu5+uqrm49JJMcfAK+88gqLFi3iySefJCkpiaeffpobbriBr776CrlcTmNjI3PnzmXcuHE8/vjjbN++nccffxyj0cj06dNbNWaBMyMnVs37V/Vh3qLtOI++fIpF8Oj4jgzIPLtiK2WNDvZWWyisszGig46+celsqT8S8dzJGZ3RyaPvXGYaVSyZ258rFm7B5vaRE6fmnSu78nbpyojnb60v54aOg7il0xDm789vTg/SShU81e9CHti0jCqHmUEJWRjkKnrHpZGljeXJfpNx+LwoJdI2ER2PYSv6MvygSIyh3/0oUwZi2bsQsUyDMm0IEnWyIEQKnJZap5Vym4l1NSXEyFUMS27HmwXro57//qGt3NxpMMlqPfFKDVKRGG+ElH+pSIxELMbu87Cl/AAba8sYlJiFy+flb9u+44VBl9DZkCh4ebUhCqmE+0blcrDezld7q5uPJ2rlfH39IDLaIM3T72xE2/kqPA37kGhSkKiTaNr4JO6arQAYG36md9og1pc2AcE01/9e3I1OicG5yOvzU25ysr3CRFmTk75pBnLi1CS3YcSJgEBbk2FQ8ePNg5n85gb+/sMB3pjRk5s+3hFSMXtkThxPTTl1UaZI1NnclJscrC1uQK+UMjg7lhSdArX8zPoxKlT0U2Tw+pDLcft9qKUy3FWbqHWbSJj0PwJeO15zKVJDDiKRhIZ1j+Bz1KHVtm+ObIxEj5hU3ivczLvDr+DpXT+hlsr578CLWVK2mzkd+jE0qR0KifSs0jETVVoWj76Gi354m32m43NWV2My74+8ivg/oKevwB+Pg3W2Nk25dtftAr8PaUyHVvUjMeTgrtrQKt9HuVRM12Qdyw/U8acR7c+qj021hwkAnc+ByEeAQQmZPLlzBVV2M8mnsfsSEBA4c85afNy1axfbtm3DbDaHtYlEIm677bYz6u/FF19EowldSPh8PoqKirj11lubhc4TcbvdvP3229x3333N1befe+45hg8fzg8//MCUKVP46KOPkMvlPPbYY0ilUtq3b09paSlvvPGGID62AfU2N4FAgFi1PKQoQSQ0CimXdE1m0P2jOVBrxe310zlJR5JOccYLcoBdlWbGzs+nzhb0McuMUfHszInMXP12mE9QB308vWJPHUKvlEkYnxfP7vtGUdboQKNz8eL+lZzKc/ivm79h28V/5q4uw9lnqkErldNeH49SLCXPEM9hWxMZGiNpakPzQ0wilqBtQ9HxGCJJuFATN/p5nEdWU73pqRNOFBM3+gW0Ha9ArBAerAKRqbSbuXndx3x1eF/zses7DDylYC4RiZpNupOVOu7qMpxn96wKO+/mTkOIkavoGZvGxLSOePx+isx16OQKHu09gRSVHrlESMNtLVaXF7vHh04uQSWXkmpQ8s7MXlRZnBTW2ojXysmOUZNmULbaXN1rLqN66WV46nc3HxPJdSRMeJumjf/CXbMNhVzOx7P7saPSHDSnT9SSdFRI8fkDbD7SxITX12N1HY+06pGq48u5A8iMiR61LiDwWyIWi+iTZmDz3SMobbDj8Pj44abB1Nnc1FhdtI/XkKo78+jKKouTOz/fzSc7jxdxlIhFvDuzFxd3S0arkFJvC1q4xGla1rdcIj1egEaiJG7Uc9R9fz0++3FxT6LLIH7cqyCWk6LW8+yAqUxfsSCsrwHxGbTXxbF0/HUcMNUwN28Ad8qG89LeNaSq9dye/zkDE7K4Lm8g6rN828jRxfHjBTdRbjc1r6fSNUaS2sgnW0DgdBTW2do05dpdsx2xMgaxKr5V/ciM7XGW/YjXVIzMkHPW/fRJM7Boezkenx+Z5MzTwDfWlaGRysmIYp/wR6N/fAYi4NvyAuZ06P9bD0dA4JzjrJYDCxYs4KmnniIQKX+WMxcfN23axOLFi1myZAmjRo1qPl5SUoLL5aJ9+8i7Mfv378dmszFo0KDmY3q9ni5durBp0yamTJnC5s2b6d+/P1Lp8Y86aNAgXnvtNerr64mLi2vxOAWOU25y8u3+Gubnl+D1B5jdN53Le6SSEXPq6BmlTEJ2rDpiEYMzocLkZOrbG5uFRwhGQX660cKHw+fwxK6v2dtUjUwsYWa7njzRZ1KL0jLlEglZMWoUCi+jv3mTGqeVV4dMZ0HR5ojnz87tS6JKi0IipYMhVCBPUuvoG5/Rqs95JqjbX0LT+r83/yyL60bA68R24KPQEwN+6lfcjiJlEIqE6IVxBM5ffH4/Cw9uCREeAb6vOMDDvcbx9ZF9Ea+7IW8QCUejUdQyOfd2H02yWs9TO5dT77ITq1Bzf/fRXJvbL6zIUvfYlF/mw5yHmBwe9tVYeHJ5EQfrbfRNM3Lv6PbkxmuI08iJ08jpmtx2Gw9+t4X61feHCI8QtHyo++F64sfOp+brWaizJ2I0qkiLEGV5xORg0hsbQoRHgJ0VFu77ai9vzeiJViFEwgr8PhGJRGQYVSERxB1b0V8gEOCTnZUhwiOAzx/gri92MyDTyA8Hanlr42EArhuQwUVdk8+oUI1ErqN22RUhwiOAz3KYxjUPkzg1aOMyOiWXz8fO4Z6NSzlkqUcpkXJtbj/mdhjI1B/eotppJU6hxu33YfYEoz3fH3kVd6z/nM9KdzEiOYcBCZln/btIVutJVut/1fWUgAAEv4dFdTZ6p7adrYu7eitSQ/tWb/hJ9VkgluCu3dUq8bF3mp43N5axsayJoe1iz/j6DTVldDQkNBeU+qNjkKvoZEjk2yP7BfFRQOAX4KzEx3feeYexY8fyj3/8A6PR2KoBmM1m7r//fh5++GFSUkJfPg8cOIBIJGLBggX8/PPPiMViRo4cyd13341Op6OqKmhcf/J1iYmJVFYGF2xVVVXk5eWFtQNUVFREFR/Hjh0bdcyVlZVh9zyfKDc5uGzBZjaUNTUf21Gxl1fWlbDiliFknmbxW29z02B34wsEiFHJSTqFQfuJBAIBKsxOzE4vvkCA6d1TeGtjGWbn8eqRyw80MijLyCej5+AN+FCIpaSq9ahlZ5byU+O0csAcNGAvtjQwPasHn5buDDknUxPD3V2Ho5Cc/mtUYTdhcjuRiSXEKdTEKFomvnptVfhdTYjEUsTKOCTK6OnpUl0a+l63Y97+EgDajjOx7Hk36vmWXa8jH/U8ol8gClPg1Pze55dqh4X/7A6PWCyzNeIL+BmXmsePFQdC2roYk5iZ0wvxCQvQRJWWu7oM5/J2PXF6PYhEIEGM3evB4XWHVbGudlhodDkQi0TEKtRCWt0piDaPOjw+PtpZwYZDlfx1oAqFCMw+MY9/u4ebhrRnXF7CGb/0mBwe6mxu3D4/BqWUVEPoHO9z1GIvWhLxWr/LhN9jxTj470g0yVHvsb/GiskZuRLwZ7uqeHJyZ0F8bAG/97nlj0SN1UWj3QMECzAl/Ip+jVUWF8+sPBhyrEO8htuHZjOyfRzTF2xmd5Wlue32z028ml/CdzcMIknhxO+sJ+D3IpYbkGoj/z/3eyx4TQcjtrlrtxPwBG2QDHIVF2Z0oasxBYfPg1wsJkmlw+x2opTKCBCgzmVrvvbizK6U203N1ahf2LOat4bPbNFaSeD3zfk2vzTYPZic3jZLu/a7LXhMxWiSWy9qiSRypLoM3HW70OSevX9kXoIWnULKj4W1Zyw+BgIBNtSWMia1dSnkvzf6xWfw1eG9+Px+oXihgEAbc1YrAZPJxKxZs1otPAI89thj9OrVi6lTp4a1FRYWIhaLSUtLY/78+ZSWlvLvf/+bAwcOsGDBAhwOBwByeegLrEKhwGQyAeB0OiO2A7hcrlaP/3xkXUljiPB4jEP1dt7fcoT7R+ciiZCC7fcH2Ftj4caPdzR7fnVM0PLa5T0YkGFEeQozZ5PDww8HavnTl3soNzkRiWBCXgKLZ/dl3uLtVJpddErU8p/L2/HPvV/xp89LAMjVx/Pq4OkMSsg6IwHS7j0eUfnI1m/5v/4XMjmjM5+U7MDicXFZdk8uzuxKpvbUXpVWj4u11cXclv9Zc+XrUSnteXXwZeQZwq0EjuH32HBV5FO34o7mlwNl2gjixr6MPDZyPIVEGYtx4F9R516MaevzSA3twiIaTsRrPkzA7xXER4EwfAE/dU5bxLa7N3zBkjFzub3zUF7atwaP38+cDv0Zk5JLusYYdr5ELEYhlvJh6Vae2rUCk9uJXCzh2tz+PNprPKkaAy6fly11h7lx7SfN3l794jN4Y+jldItJDhE0z3f8/gB7qy3c+MnxebRTopbXLutB/wwj1RYXnbU2Loj9H74VCwj4XBjlep7tdjc7rDoqzDrSDC2PjjpYb+POz3fzbUENgQCkG5T895JujOsQ31wNO+B1QQRvz2YCPvQ9b0SiMEY9pcoc/Xns8wfCitQICPxSuL0+dlSYuf7jHeyqDAp8vdMMvHF5D3qk6JGeRWrimeLzB6i2HP9OTOqUyLX9M/h4RwVWty9EeDyGw+NHYS+h5se7cR7+CQCpPpu4MS+iTB0a5vMccFtPOYZjFesbXDa+LNvLg5uXUeO0IhGJuTSrG//udyHLxl/HF2V7+ObIfjRSOVe27003YzJXrXq/uZ9yuwm3zyuIjwJ/OAqPVrpuK/HRXbcLCCA1nJ2/4slI9dm4a3e2yvdRIhbRK1XPDwdq+duEM4vXPmIzUe20njN+j8foE5fOwoNb2N5QQd/49N96OAIC5xRntRIYNmwY27ZtY+jQoa26+ZIlS9i8eTNLly6N2H7HHXcwZ84c9PpgelheXh4JCQnMnDmTXbt2oVQGHwZut7v5vyEoKqpUwZcrpVKJ2+0O6feY6KhWR48+W758edS2U+38nevY3F7eWF8atX3B5sPMG5BBki78QV3a6GD4S2tDolsKaq2MnZ/PlrtHnLLS2rqSBmYs3NL8cyAA3xXUUlBr5ZmpXbnq/a38+9J2zM5/u3m3HaDIXMfE719n/YV3ndEDJF6pRSwS4Q8E8AX83LPxS1LVei7M6IJaImNaVvcWpXHvaqxkyg9vhXhQrqw8yKhvXmH9hXdGFS899Xup+nwKnHCds/xnKj8eTeqsfGT6rIjXSVTxqNJHokgagN9jRZE6FMfBLyKeq253AWLpr195U+D3P7+opXIGxGewoS68YrXL58Xh83BxVjfGpHTAF/CjP0UhJ5fPy/z963h8+/fNx9x+H28cWM9hWxMLRsyi2mFh9DevhhSn2Vx3mBFfv8zWi/9Mjk6wxzhGaaOD4S+HzqP7a6yMmZ/Ptj+NQIeFrAMP4y39qrk94DYT2PoEvXrY8XruBVomPh5ucjB2fj5ljY7mY0dMTi5bsJlvbxjIhI7BFw6xXIdYFY/fURexH3lin1NGbQN0T4k+/ydo5eiEatgt4vc+t/wRKG5wMOKVdSGC97ZyE8NfXseOe0aSG//LR2Rr5RKGZMXw08F6dAoptw3N5uJ3NnHPyByW7K6KeM0HlyRiWzohZNPRay6heslFpMxYhTJ1UMj5EnUSIAIiWChJ5IiVsQQCAb49UsB1axY3N/kCfj4p2cn+phru7Dqcz0p3MTgxC7fPx4Obv8bl8/LmsBlcsvwdACakdURzhtknAr9Pzrf5peio+NhWno/u2p2IlTFIVGee3hwJqSEH5+GV+KyVSLWpZ91Pn3QDL68tweL0olO2/Fm78egasdM5Jj52NiaikshYXnFAEB8FBNqYs9q+ffTRR1m2bBkPPvggH374IUuWLAn71xI+/fRT6uvrGTVqFL1796Z3794A/O1vf2PKlCmIRKJm4fEYx1Koq6qqmsP7a2pqQs6pqakhOTmY3pWcnByxHSApKenMPvg5gMfno97mxuqKnN7WEsSnSNmL1hYIBPhoR3nEtDqfP8A/fjwQdUwVJgf3LN0bsa2kwYHN5WVyp0S2m4pDhMdj+AMBHt36DSa3A5PDQ73Njd8futj2+f3UO21Y3EG/omSllv+NuIo7uwwn66hAqBBLUUlkDElqR6z89C/vDS47f9m0LKz4DQTTS3+qLCTg94W1+ZxNNKx9hEgvBH5HHY7SH057b7FMhVSdQMygR0EcvpAQqxJQtZt82n4Ezk/ilBqeHjA14k76lPTO9IpLpdFlRyOTn1J4tHvdlNtNHLLUR4x6+bZ8P00uB0/tXB6xKrbF4+L9g1vw+YWoN4g8j2bHqnhoRDL/GJ3I0t0VxIhNIcLjifj3vEQMjS2+37ZyU4jweCL3fbWXGqsLh8eHVRJPzJC/RzxPmT4SqfbUxb4A0o1KRuREfiH716ROIS9/Do+HI00O6u3uiOcLCJwtLq+P/64+FDHS1uHx8Vp+CR7fLzMfeTwubOYaHA4zOoWUFy7pxh3D2nHT4CzeWF+Gzx8gEIBItf26JGmJs2yMku0QoGHNg/icoRWrxepEtN3mRhyLvtftSNTJVNjN/GXzsojn7G6qIkmpo7Mh+KKukspQSqTUuWzsaaqiZ2wqRrmKK47acZhcDhpcNgKBAGa3kwaXTZjbBX7XFNXZiFPLUMvbJkPIXbsDqaFdm/QFINNnB/ut39OqfvqmGfD6A6w8GHkDMRqbastIVGqJO8cscmRiCT1iU1heWfhbD0VA4JzjrEIJVq5cSVlZGcXFxXz++edh7SKRiEsuueS0/TzzzDM4nc6QYxMmTODOO+9k8uTJ3HPPPTQ1NfHWW281t+/atQuA3NxcMjIy0Gq1bNiwgczMoJm12Wxm7969XH311QD079+fRYsW4fP5kBytnpqfn0+7du3Oq2IzPn+A4gY7r+WXsLywjhS9gvtG5dI9RU+cpuU70hq5lJsGZ/H9gdqI7fMGZJAQoeqi3eNjeWH0h9q6kkbMLm9I1Wuz00NhrY0mh4f9NdHTg7ZVmBjSzsgmU2SBEmB9bRlFDWb+/FkRdrePK3qlcXnPFDJj1JRYGvjfwS18UbabToZEHugxhiWlu/mibDd6mZKHeoyjizGJ3U1VfHBwK6urD3HQXMfMnF5kaaPvXtq9bjbVH47a/l15AdM5giKpb0gkY8Bjw1W9Kep1jpLv0XWd26J0aVlMB1IuW079ijtw1+0ERCizxhE38j9RoycFBAB6xqby7YQbuGP95xww1xKrULN41GwKzXVc8dP/EItE3NBxEONT88KigM1uJwXmWp7Z9RNF5jq6x6Tw+Zg5PL93Nd+VFzSfl6mJwRvwsa4mejT18ooi7uoy4pQi5/nCifOoVCxi4bR0+imLUBc9hd9qwZ99ORJ716jXB3xOJF5zi+/3U1F91LZdlRbqbW7+9MVu9lVb+efYoQwe9wbm/Efx2SoRSZRou87BOOABJOroFhPHSNQqeP+qPvzzx0Le2XQYl9dPil7BvyZ15sIuSYjFIjxeP0X1NuavK2F1cQNJOgV3j8ihW5IuYhEbAYEzxez0svpQ9L/7lQfrsTi9xJ7Buul0eL0e3KYSTDvfwF+xErEmGWXPP+Hyt2NftYXHJ3Zszvz4/kAtV/ZOC7O+6ZykQ1O7kshbBeCq3hT0cFQeX7NIFHpiBj+ORJOCedsLBNwWxIoYDP3uQ9f1GsQyFXa7lXK7KerY9zZVMSwph9cL8lFL5fyp60ikYjErKgqZltWN6dk9UEpkfFy8nVf2reWGjoMRi0S8XrAei8fJtKweXNm+9ynXUgICvxUH622ktpXfo8eOx3QQTYfL2qQ/AJFMjUSTgqduN2SNP+t+0gxKknUKfiisY2rX6N7MJ7OxLlhs5lykZ2wq/yvagtvnRS5YRggItBln9W165ZVXGDhwIHfddRfx8fFnffNokYdxcXGkpaVx4YUXcsstt/Dqq68yZcoUiouLeeKJJ7jwwgubK2BfffXVPPPMM8TGxpKWlsbTTz9NcnIy48cHJ+Hp06fz5ptv8tBDD3H99dezc+dOFixYwOOPP37W4/4jsqfKwtCX1mBzByPttlfAN/treWhcB+4d2R6DquVG/oOyYhiRE8vPh0J30TslapnZKw1xhG15uURMVkz0NPdUgwLFCT5KTo+Pz3dXMXfRdt65ohcxKhmNDk/Ea7sl6bm0ezJ1e/dH71+tp97mYvXRMW85YuK1/BKW3tKDkd+8TK3Tikoi4599JzP+29eocQbFTqNcRe+4dNrpYulkSGRadnfm78/nwS1f88LeNayecjvtdJEXzVKRmFSVvtnr8WRylUosO+ZT37CX1Jk/H69WJ5Ei1aTicRdEvE5qyGmxT6NYqkSZOpjkad/gd5lAJEasjEWiNLboeoHzF61Mwbi0PH6adAsWjwuxSMT0FQvY1Xi8+ur62lL6xqXz+di5zQKk0+vh05KdXL/2eJX17Q0VVNkt/LPfZG7pNASnz8sXZbu5pn1fPi3ZRapaT0mU70mm1ohSWPgBofPoqxemMqjqSfwln9O8hVe3C6Ysjno9gEze8giF9nHR5+w4tZz1ZY18uK0CgCkLzQzNzuGjy34iWe5FJJEj0SQjlrb8xS3NoOI/F3Xl/tG5uH1+1DIJaQZlc4GcnZVmRr26rvk5BkH7jXtHteeekTkR7T4EBM4EhVRCukHJ3urIG54ZRhVKWdt6Pjrr9lD36WgCnqM+u7XgLPmW5L4PclO/WXyzv4ZUvZJyk5MdFWb+MiaX3mkGtpUfFwXrbW68WdEr3ko1qRGzIKSaJGIG/BV917kEfE5EUhUSTWrzGkMuCWZ8OHyR1196uZJ/7PiBw7YmAFZXH2JiWkfu7jqCwQlZ2Lxurl39IT9WFPJkvyl8WrKTJWW7m6/fWl/Oi/vWsGby7eTojwcEuHxeKu1mnD4vGqmcVLVeKPwg8KtTWGtru5Tr+r0QCCDVt13kIwSrXge9JM8ekUhEnzQDP0YJLImEz+9nc90RZuX0btW9f6/0ik3ldd96NtcdYUhS9m89HAGBc4azepI3NDRwww030LNnT9LS0iL+awtGjx7N888/z/fff8/UqVN56KGHmDBhAv/617+az7nzzju57LLLePjhh5k1axYSiYS33nqruchMXFwcb775JsXFxVx66aW89NJL3H///Vx66aVtMsY/Ag12N7d+tjPkhe0Y//yxkCrLmRXeSdEr+eDqviy6ug/Dc2IZlBXD65f14PsbB5ERJfpEJhFz29DsqH0+NK5DSARmlcXFrZ8GH6aLtpUzb0BGlH5FTOiUQLJeydy8AVENl6/PG4hcLqJLkhbN0fSJEbkxPLH9B2qPCo0z2/Xi3cJNzcJjtjaWD0ddzZ7GSiZ89zqjvnmFV/ev4+Ge45ie1YNKh5lnd6/E5YucLp6s1vNAjzER28QiETNSMnCWr8Zvr6Fpw5P4PcGYBak6CUP/+6P8pkToul4bpS06EnUCsphcZMYcQXgUOCOS1Xo6GBL4oeJAiPB4jC31R1hXU9z8c5XDwm3rPws55//6X8iQpGwmff86lyx/h7mrF2GQKVFJ5bxXtJm5HaJXfrwxb5Cw63yUY/OoUSVjRHwT/pKTMg/8XvyOOqRRopqVGaNbFIV4jEmdEpFGyvEErh+YyftbykOOrS1potf8QmrEGcgM2WckPDaPUSYhO1ZNXoKWdKOqWXgsb3Jw55LdEZ9jz6w8SK1VSMEWaD16pZQHxkSv3HrfqPao5W03H9kstTStvOO48HgCri1PMi49aLVw3YDM5uM3fbKTe0e155mpXRiaHcuQ7Bjm9c8grussiFKcy9D/fqRRqs2LJDKk+kxkMXlIdRkhm5tJSi3z8gZEvE4jlZOi0jcLj8f4rrwAiUiMTq5ke0MFP1YUYpArydHGhgiPx6h2WHhy53IcRwv9HUv17vb503T9/P/o8+V/eGnfmua1moDAr0VRvY20NhIfPfW7Ecu1iM/gGdwSpPpsvJbD+N3hRajOhH7pBvbXWDnSFC1+OpT9phpsXvc55/d4jFxdPBqpnJVVRb/1UAQEzinOSnzs2bMnBw4caOuxAFBQUMC0adOaf544cSKff/45O3bsYM2aNTzwwAPN1aoBJBIJ9913H/n5+Wzbto3XX3+d9PRQc9gePXqwePFidu3axYoVK5pTss8XGuwe1pVE9/laUxw54uhUpOqVzOiVxpdzB/D19QO5flAW6adJe8uJU/P6ZT1CKmHLJCKWzO1PllHN+1uO8O3+Gkoa7NRanTg8wZfM7w/U0ifdyAWdQh9wKpmEr64bSMbRlAijXMl/Bl6E7KSowGva92NwYjbWgIUbJyp5a04Or13RiUldY/isdEfzeePT8kIWxs8OmMq81Yv5vuJAs29jgamW2T9/yFXt+5Co1PLBoa1RqwIDXJTZlWtz+4Uck4slvD9wErpdL0Eg+BltBYvwO4+neqmzJ6LrOi+0M7GMhEkLkeoyERD4Nal32njrwIaw4+NT81gydi42r4f3D25hf1MNRea6EEH+osyu1DvtPL79e+qPerI6fB7mF+Tz1M4VXNm+D9UOK7d0GhKyeSARiXmq3xQ21x3G5hGEpWPkxKlZdFUf1Ic/idjetPFJ4sa8jESTEnJcFtuZ+HGvnbbwy4mkG5V8OW8AKlnonHpJt2S6pehYURRupVFrdVNrO7MNrZZgcnrJL43+HFt5MHqqrIDAmdAjRc/jEztyooW1WARPX9iFTona6BeeBQFXE56q8Ln1GO7Kdbx2WU+UsuMbuGanl6ve38rCLUd4cGwuD4/L4/KeqSgMmSRO/hAkoSnhmi6zUedcdFbjU0plPNB9DKNTQqvz6mQK3h1+BU/tXBHxugWFm/D4vLxesB6AIYnZfF8eOZsD4MND26h32al32rg9/1Ne2Lu6OdqywWXnzxu/5M2CDbijbPYKCLQ1jXY3DXZPG1a63oNEl9W8odZWHPOQdDdEt55qCb3TDYiAH09hkXUim+oOIwLyztG0a4lYTLeYZFZXHfqthyIgcE5xVtu3t956K/fccw8NDQ306tULrTZ8Mda/f/RIFoHfF/5AhEqHLeRM0rX1ShmzeqcxpkM8W8tNOD0+BmfFcs+Xe/hy73GTdK1CwifX9GNEThw/H6onEIA5i7bxyLg8bhmSxb5qKx3iNfROM5CqVyCXBl+MA8BPFUV8OuZaSq2N2L0eesSmEKdQc/mK9yi1HX9x7WhIYPHIOZFqPALQxZjEIUsDlY5wf7QAAZ7fu5o5Hfozf3/+KT9zkkrHMwOmcl/30Wys2IsOL11VCpTbn8Vf+k3U6yTqRGKGP4m+7924qjYjlmuRJ/REok5GLBO8zQR+XSJ9Ty7J7Mak9E7MXLmwWWzUSOW8M/yKkPOuyunDvDWRU4G/Ld/PrZ2HcMnyd7ix42CWjp/HvqYapGIxfWLTyK8t5Zvy/dzQcXBbf6Q/LHqljBHt47AcERFJkvWaS2hY8xfUU7+nsa4ErKVgyOOQOx6/P5Ez2bpQSCWM6RDHnvtGsavSTIPdQ98MAyJE9P7PqqjXteKRcta05jkmIHAicRo5dw1vxxW90th8pAkx0DfDSJJO8QtUXT/1363J4ebPP+3h3lG5TO2SxKXdUthWbkIhFdMuTs07mw5jd/sY1T4OsUyNqt0k0q/ZjbtuJ36XGUVSXySaJCTKs/dUFItgbu4A7ug8nAJzLfEKNT1jU/nLpmXN1W7P7FNFOj94RY3TyhdlkYtnPLlzObNyepMdxepGQKAtKaoLbpa2hfgYCPjwNOxDmTmu1X2djFgZi1iuw123G2XywLPux6CUkZeg4ccDtczpHznb7EQ21ZWRpY1FIz13K9l3MyazuHgHPr9fsH0QEGgjzmoVNWfOHABee+01gJBdnEAggEgkYt++fa0fnUCbEKOSMSjLyPrSpojtI3J+vcI7GoWUHIWUnDgNXp+ff/xYGCI8AlhdPi5+ZxOfXNuPn48av3t8AR79rgC5REz/DAMfX9OXZH2oCBerUCOXSLjox7dJUxuQiyXc020kd+9bEyI8QjCC8cvDO5me1YNFxdsA+LHiABdnduWj4h10MSaxKcqiGmBjbRnzOgxgVk5v4hTRfdGC49IQq9CQ466k+ouL8dkqObm+oyZvBuKTXg4kyhgkyhjksZ1O2b+AwC9NnELNvLyBbM0PplOLRSKu7ziQi358O0T0sXndyMUSFBJpsyApEomweaNHLh6xmYiRq5i/fx2v7c8nSxuDL+DnX30n88yulbw6ZDoa2bm7uD0blDIJdLkK6+43Ip8Q34+//NTIZ3sDxKnbU2WxY3MXM66DhcWz+xKjbvnvUy4JpkFnxx6f50ob7ahkEiyu8CikeI2cRG140bHWYlBJGZQVw/oo0Y+jc8/ef1pA4GT0Shl6pYwOCb9sFVeR3IgseQCeqo0R2z3xg9hRcYS5i7az4c5hDH1pDYk6BV5fgCOmoNvrkrn9g3MCQZ9nsSEbmSG7Tcbn8nn5986feHHfGhQSKelqAya3k1Ep7YN+11WRr7subwAyiZQb8gbyRdlu1tWU8NqQy3mrMPLnvKJdcC21o6Ei6lhsXjcmjzNqu4BAW1JUH8xqagvPR6/pEAGfq82+lyciEomQGLLx1Lcu8hGgT7qBHw7UNr/Ln4qNtWXk6c/t52732BTeKtzIjoYK+sSnn/4CAQGB03JW4uN7773X1uMQ+AWJ08h5dXoPhr60FvtJflkPjs0lSdf2L4otodLi4vnVkcPZXV4/FSYnO/48gkaHB38AzC4vHp+fnFh1xMICWpmCf/SZxIrKoubqjNnaWCamdeKffSfjDwQ4ZKln/v58SqwNPLXrJzZceBc/VhygzmVj0aHtfD52Disqimh0OegSE7kgEkCySofD5+G+7qNQSlsW/SnVZRA76rmjiaUinEdWYdm3EJFEiXHgXxHLTi1itiUBvw+frZKA1wESBVJNCiJJy6NYBc4vRCIRUzO68Oq+dexpqmJ4Ug7LK4qahUelRMqVOX24IL0TepmCZ/pP5Y71QT9C+WmKI8UrNc3iZIAAJdYGJqZ1pM5lo4MhgUGJ2b/oZ/ujEtDmoGp/KY6Dob6PYnUiyl73sv3DKpocHppOKNT1Y2EdtTZ3s/hYXG/D5vYhk4hJ0MiI1bTsWZCqFVFwey5HGszUOMU8mW9lbUkTYhG8PbMXKW3wshbweYJzlM+FSKoiVZfCC5d0Y9Sr68KeY38emUNCG1YfFhA4FWanl3q7G6/fj0Epa5XYrtEnEhj5YrDgjNce0ibqcR/v7nbjD4Db52fVoXpy4jTsrjru7Ta8XSz90o0h1/ndFnyOOvD7ECn0SNWn9mTz+PxUmp04vX5UMgmpOgWSowUAqxwW3jywgV6xqdzYcTDxSg2BQICvD+/j8na9+KZ8PxX20AyRKemd6WxMwudspKc+hjHJuayoKqLU2shFmV358qTIxkSllr/2HItKKidOcWqxVy2sUwR+JYrqbMSoZGjbINrZXb8PxBIk2l9GwJLpsnCU/kDA70UUobBUS+mbbuTDbRXsrrLQPUUf9Tyn18POhkpu7TzkrO/1R6CjIRG5WMKa6mJBfBQQaCPOaoYaMCCy+fTJ+P1+5syZwxNPPEF2dvbZ3EqgjeiapGP7n0fyytpiVhTVk6JXcN+oXHqm6jGeQep0W2J3+zA5o/v37Kmy4A8ESNYpuO+rfRTV2ZCKRczslco/JnWKWD07Vx/Pxql38+7RnapUjYEDplpe3LuGAAF6xKTwf/0v5N3CTXx9ZB/+gJ8NU+/i3cJNfHl4DwsKN/PdxBtZUrKL4Sk5vLR3bXM60Inc3nkYU9I7k3q0wu/p8HscuBv20bT+H3jqd4NIjCp7MinTv0OsSkKmP32KQ1vhs9diLfyEpvX/wO+oRSTTou91O/pet0Y1pBcQSNcY+XrC9Sw7vI8SawNl1mAEWqxCzXsjZvFe0WauXPk/AFZOuoVvJtzAK/vWUmiuY2xKLssrw027U1R6esam8mivCXxUvB2NVM7s3H7EyFW4fV4+Gj2bVHX0BfD5SkGNlT99Ucp1PR+kd8Z0lAdeJeCx4k2fiil1GnM/r+O2odnklzby5obQCG6b20edzUV+SSP3Lt1L4dF59dJuyfxzcmdy40/98u+1VWLe8l+cO18jzmsnUZ3MB4MeYu+IkaTEp9I+Th3i63s2eG1VmLe/gnn7SwQ8VsSqBIwDH6JHh8vYdNdwXl5bzJriRpJ0Cu4e0Y4eyXqS26gogIDAqThYZ+OepXv4am81/gB0T9Hx8rTu9E03hnmjthSvvhOGy9dj3fUa4qrVoEpG1P0u7JpOvPrKLkQiSNIqaLS7eXRCHk8uL0IhFXP70GxGtY8n9YS0UI/pEPU/P4Dj0FII+JHFdSVu9AsokvpG3OCstjh5fX0Z/1l1EJPTS6xaxoNjOjC7XzqJWgVun5d5eQPoakzm37tWUGptRC6WMKNdTzRSOd9PuIn3D23lmyP70EjlXJPbj9EpucQ4qqhZfgvuqo28Nu4d1mfl8VrJHm7pNITLs3vyesF6zB4n07K6c3X7vs2p1OkaA6lqfZigCTA2tQMJyrb13BQQiMbBOlvId6s1uOv3ItWm/2Kb/FJ9OwI+F15TMbKY6AWzTke3JB0KiZgfC2tPKT7uaKzAG/Cfs8VmjiEXS+hoSGRdTQl3dh3+Ww9HQOCcQBQI/HJGST6fj65du/Lpp5/StWvXX+o2vzpjx44FYPny5b/xSM4ct9eH2eVFIRWjU/x2O8iNdjcrD9bzwLKgqBiJj2b3xecPMOv9rWFtHRO0fDanH7urLOTEqkk3KkOiIb1+H2W2JkYseznMt1EiErNk7FyuW7OYtVPuQCoW8+DmZeTo47B7PXxRuptcfTyz2/clIILrVi/GGzieKD2zXS/+M+Aiks9AFHFVb6Fi0VAIhCZcS7TppM5chVT364iPfp8L05bnaFr3aFibpuMVxI1+/owKUgi0PX+E+cXktvN56W6uW/MRbw2byTO7VrLPFLRPeKD7GApMNaysOsjl2T3I1MYwKjmXG9Z+xH5TTXMfcQo1P0y8iR6xqfgDARrdDqQiEQGCfmGxp7EzOF8pabDT/7+rqbcHo0U/mt2X6sZanG4X3xd7+LGoodlz8Z0revHU8iIKaoNVYpVSMXvuH8WBWhuT3ggvcpGXoOHr6weSExcuQPr9ASzmGuyrbsFZ/FVYe+zI59D3uAlRKyuT+5xN1K+8C9v+D8PajEMex9D3zzi9YuodHtQyCXEtjNYU+GPMLb9nyhrtDHlxLRXm0NRfiVjExruG0zutZZuRJxIIBFi8o4JrPtjGpV3iGJgqpdoe4L0dTWTFqHh8Qkf8BIWQDKOSnqkGNHIJUrEozD7BazlMxeKR+KxHQm8iEpN6xVoUSX1DDpudHu7/ai+vrw+3mHlgTC6PjuuAxefgi7I93LwuvMBVv7h05uUN5KPi7QxOzMbt9/Fl2W5sXjc/DRiB5IsJzefKYjvjzb0cTZe5xBlSsLhdeAJ+YuRKJCdExwcCAXY2VjLh29eocx1fG3Y0JPD1+BsEv8ffMefa/DLkhdXolFIeHHP2Yt4xar6ZjczYAXXuxW0wsnACPg+N6x5B3+MmNLmXtKqv+7/aS7xGztc3DIp6zkt713DvpqV8OW7eabNb/ui8XrCe1dWHKJvxSJsXCxIQOB9pa+dsgd85cqmEeGnbPyjsbh/+QOCU6Qlurx+n149GJsbk9LK3ysKr07ozY+EWGk9IDQRoF6smzajk5k92RuyroNbKhrImHvx6H9UWF73S9Hx2bX9i1XLUMjFSiYRVlQcjFozxBfy8vG8tzw28mBSVnk9Ld7CoeHvIOcXWBn6oOMBDPcax59L72Vx/GLPHyZDEbFJUeuKULfeB8rmaaFjzUJjwCOCzHsFZvgZtp1kt7q81+GxVmDY+FbHNVrAI48CHBfFR4LQY5GpGp3SgsyEJiUjULDyKEDE8uR3/3hWsgPrG0QrZ8QoNT/abjEaqoM5pJVefQGdjIhkaY9CvSCQi/gy+U+crFpeHvdUWVLJgSmS8Ro7T6+eOryL70/57RRG3DMnip6J6MmNU9E03IJeI+MuyyJ7MB2pt7Ko0h4mPfn+ALeVNGF1HkEYQHgGa1j+Ouv1UZPrM5musbi8KiRjFGUSE+ew1EYVHANPGf6PtNAu1Phv1b7h5JnB+svJgfZjwCODzB3jo6318eHVfpGIRdo+PWJWsOXX5ZLw+P3aPH5VMRI3Vzf1L9+L1B/h4dx0f7z5+XrXFRQCY8d5mbEetBtRyCYuv7suYDuFea86KdeHCI0DAT8Oav5I4ZTESpbH5cI3VFRYZfYznVh3ixoGZIPPy5M7IYtLm+iPcqxjN1vpyVlYdDGlbY3EwLq5bMNMD8DTsg41PIHbXw/CnMCgiF84TiUT0iElh00V3s6+phmJLPd1iU8jRxQlR8AK/KkX1di7s3PrIPr+rCZ+tCmXm2DYYVWREEhlSbRruhr1ouKRVffVOM/DBtnLcXj9yaeQ5bGNdGbm6uHNeeAToakxicfF2ymyNZGmFzQ8BgdYiiI8CraLK7GTz4SZeXleCxxdg3oAMRrSPI91wfGFpdXk5WG/jxTXFFNbZGJwZw/QeKVRaXLyaX8IHV/VhW4WJv369H5EIJuQlcPeIHGosbnZVWqLee8uRJjolaqm2uNhebuaGj3ZwaY9kDtXZuWtEO5YejlwxESC/toQXB1+KQirhy7LoJs3/3fszN3YaxBU5vc/uFwQE3FZcFeuittsPLfvVxEe/szHMV+pEvJZS5LF5v8pYBP7YZGlj+GbC9Ty/d3XzMb1cQbnNFHZuncvGDWs/Ri9Tsu7CO+hsjO6nKhDOkSYHK4rqWLD5MAqphL9NyMPtC7BoWzlbj4T/vo+RHatmWLtYdldZ2FZuwucP0CvVQHaMmh0V4RszACsK67i4W0rIscMmB1e9v5Vl42siXgPBF6yAOziWkgY7n+ysYOneapK0Cu4ekUOnRC2xLSh047VEL/QV8NrxO5tA0CAEfmX8/gBLTyqOdyLXD8pkR6WZl9cWU2VxMbp9PFf2TiM3Xo34aJVUl9dHSYOD1/JL2VLeRNckHTcNzmJAZgxHdlVG7HdDWSPZsWr2HPV5tLt9XPLuJnbfO4qOiaEpyPZDy6KOz1WxjoDHCieIj9UWF/4ouU9un596uwelxk2pNXKRJ4CdjRXk6GLZflKhmGV1NVwQ37VZfDyGo+wnjC4zqBOi9ikSicjUxpCpFTZCBX4bTA4PdTY3aYbIIvmZ4G4sAECqy2x1X6dCqsvCXRf9vael9Ekz8MaGMjYebmRYu8gFSTfWHqaL8dxOuT5G15igHVV+TakgPgoItAGC+Chw1lSZncxdvJ3vCmqbj60oqqNHqo6v5g0k3ajC6fGxdG81V52QOr36UAMvrCnm/av68Jdl+5j05gbuG9WeTXcN47DJxepD9cxcuIWXLu2OTiGNWFEVIFGrwORoaP55eVEdd45ox+2f7eZgvZ2MTtEXrolKLWqJHLFITLbu1OdJRJF3/lqMSIJEnRj1pVqqz2pd/2cyFOmpF1JihfHXGYjAOUGGNoYO+uMvkQ6vB6M8+t+Y2eNEIqStnBGHmxxMfH09+2uszce+3V/DpE6JXDcwkwpT5OqvfdIMXN0njUEvrMF7VGFYU9zAa+tLeWtGT6qtroiVo9OM4f//dlSYqTS7ECkjv4gEESGSqDhQa2XYS2upsx2vcP7JzkoeHd+Bu0e0P63H8OnmoNPNYQICvwRisYismMh/e69f1oNdFRYe/2FL87Fj65yfbhlMz1QDgUCAdSWNXPDGejy+QPM5r68v5Y3Le1JtcbG2pCGs7+A6JzQzxOcP8NGOCh4ZH7pReKq1hFidCCdFKWnkp34FUMkkyMQS5GIJbr8v4jmJSi1N7vA5KEOpBHNT2HGJOhEkglWCwO+bg82Vrlv/t+pp2IdYrkOs/GWFK6khC2f5z/ic9UhO+aw+NbnxGvQKKcsL6yKKjya3g0JzLdOyurVmuH8YjHIVaWoDG2rLWhWIIiAgEKSVqorA+cyWI6YQ4fEYOyssfLqzkkAgQJXFxXWLt4ed4/T6+cuyfdwxrB0AT688iD8gYsZ7m3nu50OYnV4+3lHBtf0iVxeTiEX0STew/aToHacnmNr8bUENk1N6Rh37/d1Hk6zWAXBtbv/m4xqpnESllniFBqlIzH3dR5Gs0p36F3EaJJpk9H3/HLVd2/nqVvV/RmNRxaNIGRy5TZuGVJv6q41F4NxgXGoHpEcFerffh8PnoZ02ljiFGvFJQuOIpBzihYIBLcbnD/De5sMhwuMxvtlfQwDol2lEJgkXdO8c3o57jqZzntznn7/cw+1Ds8OukYhFXNglPCq1uMGOze3jiC8JsSo83RNAlTUejzyW+5buDREej/HED4VURkhZPRmpJgWJNi1imyJlMJIo9xcQ+KWZ0z/cm1kqhr4ZRh7/4UBYW5PDwz1f7qHS7KDC7OTqD7Y2C4/H8AfgnqV7uX1Ydtj1armEFL2SIxE2GPZVh2eFaDtdCUTe3DH0+TMSdWhBuSSdgvZxkb11e6bqSdDKSVbpmNWuDwBikYg4hRrlUV9XpURKljaGEmsDMXIVWulxoeaatCwch38KH0f/e5EohNBlgd83hUe96NMjbMadKe76/Ui06b+4X6BUF9x88NRHtlVpKRKxiJ6pelYU1kVs31wXtHboeI4XmzmRToZE8mtKfuthCAicEwiRj+cpTo+PSouLojob/kCADvEaknUK1KfZCT+G3e3l5XUlUdtfW1/KrN6pHKy34fSGex1C8OF+YiW5r/dV8+r0Htz4yQ4CAVi2r5qPrunHjkozqw8djwiQSUS8Oq0Hr550f5lEhExyLL3JzyebG3h50HTu2PAZ/hPqKs1o15MpGV2af87UxLBkzBwCBIvRuPxesrQxBAKgkynYVFOOWqzEKAv+jqRRfJyiIRKJ0HSYhvPwT9gPfnFCg5j48a8j1UUWWH8JJKo4Eia+TdVnk/CaS5qPixUxJF28BIlGEB8Fzow0jYHPxs5h+ooFZGtjUElkvDFsBkXmOtLUBjbXHeapXStIVel5a/jM0xaScXo9VDksFJrr8AcC5BniSVLpUEtPn7J7rlFjdfHWxuhpyF/srmJgppHXL+/JTR/vxO07PtfGa+RUW1wRr2uwezCcFIEoFYv435W9STuparTX56fH0aqXd31fz+cXfYT4x0sIuI9v/EiNHYgb8xLlbiVf7YuemvptQS2dk069mSPVpZF00RKqPpuI33l83pfqs0iY+DYS1akjOpweH1UWF4V1Nnz+AHkJGpJ0itNGeQkInI6sGBVvzujJjR/vaE5XvqBTIqsO1ke9ZkVRPU0OLy6vn0pz5O9jk8ODWi5BJKK5WJRKJuG9Wb15ZmVRxGvGdghPW5bqMoif8CZ1P9wQ4jGtbn8RmrzpYeJHil7Jkrn9GTM/n1rr8Q2DNIOSRVf3JVEbFBMf6TWe3nGptNfHc9jWRIxChdfvI1MdQ6XTwlfjr6PcZkIllaGSyJAiJsVZiN0Xugmh73MXisQ+UX9XAgK/F4rqbBiUUnSn8LFvCQECeBsPoEiNvOnfloiVRsQKI+6GvSjThrWqr15peubnl2J3e8PeCzfVlaGRysnQGFt1jz8SXYxJzC/Ix+n1oJQKftMCAq1BWI2fh1icHj7bXcXNn+zEdVQYlElE/N+FXbi2X8Zp0+IgWI3W64ssKgJ4/YHgOdEMhY71c0KzSARTuySy//7RrDpYj83tI02v4MVLumF1+9hQ2kiCVkGGUclTK4rCoi7n9Mvgi93HfZPeXl/BPSOHs2/aA6ypPoTF42JkcnvS1IaQgjEysRipWMIVK/+H1Rt8ORCLRNyYN4j+8RmkqPXcu+MLHulyEYfq1QzKNiKXnJnJslSTTPy4V/EOehjnkZ8Ryw0o04Yi0SQjlv26hTZkxvakzPgJT+MBXLU7kRs7II/vhkSXIVRyEzhjlBIZ41LzKJz+FyrsZi77aQEV9uPC1MS0juRPuZMyayMK8akfORaPk89KdnFL/qe4fEG7BZlYwv/1u5DZuf2IiVKk4FwlOM9Gn0O9/gA9Uw3kxKrYfd8oNh1u4kiTg+xYNerTFHmJUclYc9tQfj5UT7xWzrB2saTqleiVx+d/j9fP+rJGjjQ56JigZVeVlcu/EvPKBSuIde1HbC3FkNoXQ2InZLpU/PW2kDn9ZDyneGaciDyhB2lXbsRdtxt3UyGKhB7IYvKQRomIPIbF5WHJrmpu/GRH87NNKhbx7ymdmdM/I6w6sIDAmaBTyJjZK5UROXGsKa7H4vRyYZckPt1VdcrrAgFCNkAjoZZK+PCqPuyqtJCkU9AuVo1MDOtKwq0R4tRyxkUoOCOWa9F0mIYydQjOinX4XU0o00Yg1aYhUUeOGO6arGfz3SPYXWlmf42Vbsk6OifpQiK+lFIpq6oPcffG45uniUotX4ybR6m1gQe3fN38+bRSBe+NmIUycwwx1+zCeWQVBPwoM0YhUScJBe0E/hAcrLOTZlCe/sTT4LNV4XdbfnG/x2NI9Jm466P72LeU3qkGPL4Aa0saGZ8XutGxqfYwHQ0JYZkt5zKdjYl4/D62NZQzODH7tx6OgMAfml9cfBTEjN8fhXU25i7aHnLM4wvwpy/20CfNwPCc03uFaORS5g3I5McoYflX90knXi2nQ7wGqVgUUYRMNyhDvIwu6ppMok5Jog46JISnZg7JDvqlVJicpOiVzf2qZBLmDcigT7qB6z/a0Xx+olaOTqYgXW8kVx89Va/M1sTFy9/Bd0KkgD8QYH5BPp2Mifx0aBtjUzvwxN4vmKgaTZpBSfv4MxcMJar4YNpzQvR08F8LqTYNqTYNVcbo33ooAucACokURHDx8neodYamCH9XXkCqWo/L5+Xtoo28O/wKDFF8IQtNdcxbszjkmMfv408bv6B3fBrDk3J+sc/weyRBI2NW7zSeXnkwYvv1AzO5oNPx1KfceA3lJgc9n1nFy9O7Y1TJaDrJLw5Aq5CQZlCSFaNmSLvoPlSHTUG/Sa1CynuzevP86kN8f6CWwW9b6JqUyEPjhjI+OQGZJijqGVUyRubEsupQuHcdwAUdW5amJRKJkOozkeozOXWcbChFdXauXbQt5JjXH+CepXvpk25gZHshZVugdWjkUnLjpeSesAaIJAQeY0CmEb1SisonJlYto8Ee/n1UyyXoVVKmv7eZnFg1jQ4PpY0O5vbP4KNr+nL3kj3NVbYHZhp5a2YvsmIjfzPEMg1iY3tkxvYt/kwZRhUZRhWTOodbLrh9Xp7f+zOfl+4KOV7jtHLB96/zxtAZIcKq1evi8p/eY+vFf6JbbEfksR1bPA4Bgd8LhXVWUvWtFx89DUeLzWh/nQwnmS4LR+l3BPxeRKfZ7D0VWTEqYtUyfiqqCxMfN9aVMeI8W4vlHK3svbG2TBAfBQRayS/u+Rg4zW6vwK+Ly+PjuZ8PRW3/1/JCzM7IBV5OZnhOLL3Swr17Mowqru2fjkQiJkmn4MnJncPOEYvgH5M68dLaYiAoVrbUW8WgFvHIpEx2PTiIvX8ZxurbhlBnc3P9Rzuao25EInjtsh4tWjwsOrQtRHg8kdf2r6dbTDJ949JZV1NCryz1KSte/tr4nA14TCV4zGX4PdGrWAsItDVWj4tSayMllgZMLjsFTbVhwuMxPji0jUuyurO0bG/Uc5xeD//Zsyrq/Z7asQJLhMIG5zIyiYRbhmSTEsH0fmCmkX7pxrDjMSoZj07IY35+KX+/IPKL/4uXdCdFp8BqrsbeWIKzqQR306GweeTHA7U4vX7qbG5mLtxC12Qdn17bn8Wz+/LYxDxG58YRpzkeTRirlvPfS7qhihB1Oad/BmmGtik0UW1xcrjJTkmDnUP1NsoaHVhdnubnSST++WMhZme48CMg0FqSdHLmRfCDVEjFPHdRVxRSEQHgHxd0inj9YxPykIpEvHhBEq9ONPDWhQlM6xqPVi5heHYMu+7oQeNfutD0YDe+ndeTLqexLmhLKh0WXtm3LmKbye2kzmkjTW0IOe4L+Hn/4NaI1wgI/BEorLO1jfjYdACxMgaR/Nfxupbqswj43HhN0Z+FLUEkiuz7WG4zUWE3n1d+jxDMwOmgT2BDbXQbHAEBgZZxVtsi48ePZ9q0aVxyySWkpKREPU8ikbB///6zHpxA2+Pw+ik6aqQcieIGOw6PD73y9H8aaQYVS+cN4LNdVbyWX4LHF+Dqvulc0y+drJjgrrxGLmVGrxQ6JGh47udDlDba6ZNm4Lah7fhoewVSiYiPZvdleE4s8ZrTp8QdstTz6JZv+bhkB96An+GJOTzWazI3DMqg3uamqN5GzxQ9j4zPIy9Bi1h86shbf8DP7sboKVOltkYSlVpc/qAgG6v2U9r424t8AZ8bd/0e6lf+GVfFWhBL0eTNIGbw35AZ2v3WwxM4xyky1/Hwlm/4rHQXvoCfa3L7MTAhelrRsRTqAAGsnvBiJAAOn4eD5ujeacXWehw+Dzpa/0LwRyI7Vs3a24fx9sYyFm2vQCEVc9uQbKZ2TQrxzD2GWi5ldt90eqbqyS9p4Iu5/ZmfX8q+GgsdE7Q8Oj6PLnESnBXrcB34AHW7KTRsfhpXZT6IZSfMI9nsO6HQjcXl5T+rDvGfVcc3r4ofGht2/65JOrb9eQTPrjzIj4V1xGvk3D+6PcPbxRGnaZ34aHZ6WFfSyLJ91YxsH8eTy4vYVm5CKRUzp38Gs/um8/muqojRniWNDuweX0hauYBAW5CiV/G3iR2Z0CmB51YdosbqZmh2DH8a2Z63NpTyXUEtb83oRX5pI5/N6c8b64Pfx9w4DdcPykLiNdPOmU/CwQfwNO5HJNfxctcbkXa9Bal5F5Y19+Cp2gASOYoOM5ENfBh1zK/znHf7vNi8kedsgMO2JhKUGsrtppDjReY6vD4f0jO0qBEQ+K2xOL3UWN2kt0HatafhAJJfKeoRgoUjEUtwN+xDFtOhVX31SjXwwppizE5P83NzU91hIJiGfL7RyZDAhtrS33oYAgJ/eM5KfBw8eDDvvPMOL774IgMHDmT69OmMHz8ehaJtohoEfjk0cgmDsmLYUNYUsb1/hhGdouWLxTSDituHZjOzZyoBAsSr5UhOKMjS5PDwyLcF/HCglit7pzG5UyIlDXbe33KEq/um8/cLOhKvbdnfTZm1kdHfvMIR2/FF7uqaQ0xePp8vR95C/wwjL1zSjXSjEq2iZS+YYpGYUSnt+bR0Z8T2nrEpHLLU0z8+E7FIRKy3gXsHnD4t/ZfG01RExeLhcMzQ3e/Ftv8DnOWrSZ2xEqkuPApDQKAtKLU2MuLrl6l2HK+2+lnJLianR47qAYiRq3D5vCgkUgzyyAt6rVTBoIRMNtZF3lnuF5eBTnZ+CY/HyI5V8+j4PG4bmo1YJCLhNHNmjFrOyPbx9Eo14PT6GJIdg8cXCKZ3KmWYD6+lcdl0Eia9R/WX08F/VKzze7Dtfx9XxRpSLl/BkOxYnl8dOYKiY4IWpTQ8eUIqEZOXoOX5S7rR5PQgE4tDoiNbw6qD9dz22S6eu7gbMxZubo50d3r9zM8vZU1xA89e1IXrFu8Iu7ZvugGdUHRG4BcimLqcxqDMGCrMTrYdMTH21XU0Hc0kMbk8vL/1CF/trWZW7zRGtY+jwuxk/roS3h5SQeNXVzb3FXBbcO57h4TscVR/MRWObn7ic+Pav5D6yrUELv0ejfGX95FTSWUkqXQh8/2JdDIk8lpBftjxYUntBOFR4A/JwfpggEZrPR8DBPA0FaJMH9EWw2oRIokMqTYdd/1eNO0valVfvVL1+PwB1hY3NFsybKorI16hIV7x63rV/x7oZEzi09Jd1DqtJCh/nUhWAYFzkbNKu37iiSdYs2YNzzzzDDKZjAceeIBhw4bx6KOPsn379jYeokBbIpOIuWVwNooIL40SsYgHxuS2uOL1MUQiEYk6BUk6ZYjwCFBtcfHe5iNUml08u+oQDyzbx6v5pby96TCXvrsJu8d3yr69fj/uo4UDllcUhgiPx3D5vMwvWkWdw8Hj3x8ARPhOuO50TE7vHFUQuavLCOqdNr6vKOCqrK6oD36E3r6vRf22FX6fG7/Pg/+o0Oh3W2nMf+K48HgCPsthHEd+/lXHJ3D+EAgE+LJsT9iLqNXrosntpIsx3DMM4LbOw1hYtJlbOg0hWRU5ZVAmkXBL5yHIxeEvrBKRmPt7jEZ1HlcZlErEJOmUpxUeT0SvlGJUyYjTKEg+WkzGaq7GufctYkc+i7NqCyKRBKmxA9rOs9HkzUCsiMFrLsVZsY6h2TEk6SLf76kpnUnSRX85U8okJOuUbSY8Vpqd3P3FHm4YlMX//VQUsbDN7ioLEpEobMwSsYgHx3RA08rKpQICx4i2xrC4fAx5cS23fb67WXiUiEWUNNh58dJu9EzV82p+CQ8s28fzq4u5vY8KyZYHw/rRdp6Necuzx4XHE/CaDuGs3HhW4w4E/Pi9katuRyJVreexXhMitrXXxeEnQIMrNBvEIFcyKrnlnpMCAr8nCo9mh0XKLDgTfNYKAh77r+b3eAypLgNPQ+uLzqQblMRr5Px08HhGysbaMjoaE8/Leg6djqaab6o9/BuPREDgj81Zez7K5XImT57M66+/zqpVq7j77rspKChg1qxZTJo0iXfffRerNbK3l8BvS3acihU3Dw4xTM+KUfHdDYPIjWvb3ayi+ugp3ianl4YI6XEANVYXqw7WMfuDbcxYuJkNZfVhhucnsrr6IL0yNAzIMrLlSBPXfLiNy9/bzKc7Kyg3OU45xixtDKsm3UaPmOMWAolKLS8Pnkajy86IlPZ4PXb+lp6Ab+fLuIq/Os2nbhu81nKsBR9Tu+wK6r6bi6P4GxwV+fjsNXhOUc3OXvgZgQgvLAICrcXu9fBl2e6IbQ9t+Zr/DryECal5zcc0Ujn3dR9NvFJDt5hk7u8+GpU0uhiVrY1jxaRbQgpEZWlj+HbCDeTqhGIhLcXh8bGv2sIDy/YxfcFmnlxeyME6G16fH7nXjMzQHtuBT/A7akm5Yg2GfvfgdwWr6saNeYGYIU9gK/wcrUzMyluGMDDT2Nx3rFrGG5f3YERO9EI1vwQWl5fiBjudErVsOtwU9bztFWYmnGCQnxmj4uvrB9Ih4fyL1BBoe+qsLtYWN3Dth9u5/L3NfLS9nCMnrDH2VoduzEzqlMiX8wZQWGtj2b4aBmfFsOy6gQzJjkEiFtEjQYzXHJ7Kp0jshbN8TdRxeEqWntG4/S4zrtqd1P90NzVfzcC841U8Ee57MmKRmGnZPXi6/1R0suOi/qiU9iwccSWBQICkEzaUesSk8L8RV7GwaAt+f8s2gAUEfk8U1dnQKaToW7lZ5W0qAo6mQv+KSPRZ+KyV+N3hwRpngkgkokeKjlVHxUd/wM+musN01Cec5spzkxSVDoNMyeY6QXwUEGgNrQ4DcLlc5Ofns3btWvbv349Op6NDhw7Mnz+f+fPn89xzzzF48OC2GKtAGyGXSBicHcvPtw6hzu4mEIA4tbzVu3yRMJ7GOzJS2l6t1cV9S/eycMuR5mNSsYjYdtFfHuOUaoa3i6OyMcALq4v5cm81Pn+ApXur6Z6iY9l1A6MWtBGJRHSPTeG7iTdSabfi9nvQSsQoRBLczkZw1DLYsQbvNwvA70WiSW3hpz97vJYjVH1+Ycjupe3AR2g7XYU8sTdxo5+n6oupEaMfJZoUEAnpTgJtj0wsjppuUu+y88S271g0ejZWjxub141KKkOMCKlYQopKh/I0kYtyiYTBidmsmnQr9S47AQLEKtSknlTQQCAcj89HtcWN1x+g3ubm8oWbKWkIiiJf76vhlXUl7Ls5g/rPxuB31AEiki76jNpvrok4zyjzZvHiulJuHJTJ0usGUmdz4fL6iVHJSNOHR7n/0sgkIqRiES6vH61CgtUVOWo+Ta/kobG53D86F38g8Is92wTOP+psLh79roD5+cdFu6V7q+mSpOWbGwaRYVQRozo+xw3KiuGK3mlc/PZGvP5gqO7X+2r47+pivrtxIBlGJfGBampEEgiE/j373RbEylh8torIg1FFjjKPhN9txXbgY+qW39J8zFHyDeL1fyfl8p9OW5E6Xqnhjs7DmJ7dA5PbgVIiQy2RMfXHt1BL5TzVbwpaqRyJSMwBcy235n/KxZldEYt/3TlCQKAtKKq3kWZQtjq6z91UhFhhRCz/9QpEAUh1QTsGd8N+lMkDW9VXz6O+jxanlyPOeiwe13np9wjBd8WOhoSo1kACAgIt46zFx/Xr1/PFF1/w/fffY7fbGTBgAP/4xz+YOHEicrkcp9PJvHnzePjhh1m+fHlbjlmgjUjWK0lug2pupyIzRk2cWk69PVwkG5wdQ2KEFMI91ZYQ4RHgu4Ja3hval4UHN0e8z7ycocz5314Kaq1c1Sedz+b0Y/YH2zA7veyqtLBg82H+MqYDklMUoElU6fC6Zfz16908lvIVge3/4tjoTowj1HS8/LSfuzUE/D4su9+OmDZh3f8+CTlTsB/8Ek3uNGwFi8LO0XW//rxMiRD45ZFLpNzRZRiLi7dHbL+501BS2kAoTFbrSVbrW93P+UK5ycFLa0p4ZV0JFpeXfhkG/j2lCx/vqOCTnZUA3NQ3BtOqPx0VHkGVPQHH4RXR55mu83hxdTF90gxM6pzUooJgvySJGgWX90zh052VzO6bzqvrwqO2RCKY2jWJOI2i1cVtBAROpqjOHiI8HmNvtZU31pfy6Pg88hI06JVSzE4vdw5rx62f7WoWHo/h8Pi49sPtrLl9KCplIpoO07Ad+DjkHFvhJ2i7zMa06d8Rx6LtPLvF4/bZq6lbcdvRn8QgU4PHit9RR/3Ku0mc8iEShfGUfcgkErK0MUAMAH6vlzntuvPnrd+zPkIRhrnte7V4fAICvycKa22k6lv//PA2FSHR/vLBCicjVsYiluvwNOxrvfiYctT3saSBakkZIiDvPI18BMgzJPLtkf0EAgHhPUtA4Cw5q23JUaNGMXfuXPLz87nmmmv44YcfWLBgAVOnTkUuD76gKJVKhgwZIqRen+ek6ZUsva4/anloJF6qXsm7M3sRqw59ofX4/BFfKm1uH2v22/hL13DvoYkpnUgkha3lJmxuH6+vL+XRbwt4dmqX5nNeyy+lxnp6n6NUg5K7R3SgMmkGkuShYe3x4+YjbWUKhd9jx2Mqxlm+BmfVJryWwwT8x6MevLYKLLvejHq949AyvPYatJ2vDmuLGfYkUn12q8YnIHAqOhoSeajnuLDjl2f3ZExK7m8wovOPgM+Lx1yGs3ID1sNrMNcdoqSuAYsruE2y+bCJK/63hek9UmgXqwbggmwJ7iPHNwLVORdiK/go6j2se99jSLsYXlxbjN0dnJ8qTE52VZiprC7DVr0bV+1uXDXbcZT9hLt+H15rBZ7GAziO/IyrdgdeW1WbfWaNQsq/JnemsNbGhLxE+mWEitwiEbx3RW9Sf+ENNYHzlzc3RE9TfmNDGTVWF6l6JUvnDUAjlyCViCJWXgcobrBTZ3MjlmuJHfYvZDGh0YfOinzkHa5Amj4m7FrNsP8gPsFHzuvzU9ZoZ0NpI/urGnE1FOEoX4u9bDnupkM4K/JRpAwhZebPpMz4iaQpH5B65SYSJn2A88hq/I6GM/5d+J01XKTxMyE5vOr20z1HkFi7nkAkY1YBgd85RXW2VhebAfA0Fv0qmVInIxKJkOgycde33p8+w6gkVi1j1aF6NtaVkaWNQSs7fzf2OhoSqHPZKLM1/tZDERD4w3JWkY89e/bksssuY9iwYadU/qdNm8Zll1121oMT+OMjFovol25k172jWFfcwP4aKwOzjPRMNZARIQ3aHwhgd0f2K3xu5WHuG5PFukl/4suyvSDyMTg+l32HPdzwYehDdkeFGblUQoJWTq3VjdPrx9/ChXDPVD2HVTL8I95B7TyMqGI5MnUc2nYXINGkIJaffZUzn6Me887XaNrwz+YKs2JlHIkXLkaZMgi/24LPWknA54zah9/nDBaJ0KaROGURzop1iKRqlGlDEaviEckip5cLCLQFsQo1f+46gityevFV2V5cfh9TMjqToTEKFQB/BfweB84jK6n99hr8rqCnk0qi4Ml+/6Bz/GAe+6kagEAAnlpRxE2Ds/jLsn1AqP+aSCw75TyD14ZCIqLR4cfnD7Cr0syNH+/g3SkG/JtuRzToIeryH8ddvRlEEhImLcR24CPsRUuau5AaO5B00WenTetsKVkxar6/aRAHaqz8e0oX3F4/q4vrSdYpmdgxgVS9UigqI/CL4PcHsLmjF8hzenwECBaGGpwVw857RnKgLrrnNdAcESnVZ5E8/TucdXtpLFmFW5mKPXYo9yxtYnqnJxnQ1Yy06ke02jjU7S5ApEpCrQlGIDo8Pn4qquOq97dyY79EHundRNUXs5sjnGVxXTEOepS4kc9Qs2wWXvOx6vUiNHkzSJ21Nizlu2UEEC+/jpcH/I2qvEv4rrYSvVTKxIQUtIX/Q+pqgM4zASE6SOCPg83lpcriIs3QunW0z9mA39WE9DeIfASQ6jNwHvmZAAFErfgOikQiuqfo+flgPe6sMjqcx1GPcELRmbrDZGl/Xd9rAYFzhbNapT///PMtOi819beZdAV+X0glYtrFqpsjcE6FQirhqj7pLNtXE7Hd6oD31tax6YiCf0/pwsVvbozq/ZVf0kD3ZD0riuqY1j2ZOHXL0gZFIhGZsWogO/gvZ3iLrmsJziM/05T/WMgxv7Oeqs8nkz57O+76fUjUSaiyL4iYUg2gbjcZx+FVWPa8g2X328jjuxPwuzFtfhpEYtJmb0ce06HNxiwgcDJGhRqjQk0XY/JvPZTzDq+5hOovp4UIBgGfCzbcx1Xjv+R1vZIKc1BU3FFh5qFxwblgV52I8XHd8NQHCwY5K9aiyp4UdZ6xps9g3TYTj03Iw+r2Mu61fF6fkoR69RVous6haf3fg8IjoMmbgaP0hxDhEcDbVEjV55NJnfEzUl3bmO6nGpQhHo4TO52f/lMCvy5isYjZfdNZvD2yB+Ml3ZKJVQf9HqUSMe3iNHj9AeQSMW5feOGVWLUsxBNbqk2lwWPk6j0qGh0e9lQFoyyX7GtAr5TSPfkCZvVO5db40EjDkgY7F7+zCZ8/wCND1dQtGhWcD47iaTyAPK4LVZ+Mw2evPuHKALYDi5FokjH0f+DMfx+KWNTtJmFddTupch03xXUj4HfjXruNQMCP9uIvEIkEz0eBPxbHimSmtTKC3tN0CPj1i80cQ6rLIuCx4zWXIdNntaqvnil6Xl1XQkBTzW1dB7XRCP+YxCrUJCq1bK49zGXZPX/r4QgI/CFpsfj44IMPnlHHTz755BkPpri4mGnTpvHII48wbdo0APbt28c///lPdu/ejdFoZPbs2Vx33XXN1/j9fl566SU+/vhjzGYzffv25W9/+xtZWccn29P1IfD7od7mpnuKjo+u6cs7Gw/zXUENCVoF1w3IpE+6gbx4DXurLMSqFRiUMk4VzBijkmF1e4lRybh3VC5ikYgjTQ4CgEEpRa88dfGLtsZrr6Fx/RORG31ubAc+xe9xIJZr0XWZjaPkm+bIpmPIE3sji+mIVJdOzVczCXisuCrzj58Q8GHd/z6xgx9rs3EHfF58jmoCfj9iuQaJUtjtExD4LQj4fZh3vRk1Ukm552lu6fcUj6yoon+GkXkDMsiN0/D0hV34cF8Nl1zwAk1fTAC/F1vBxyRd9FnEeUaW2I8mdWf0ikrG5SWwvcKMxemli86Mt6kIeVxXGtc+3Hy+tvPVeBr2kTj5Q3yOGix738NdvQUAn+UwHlNxm4mPAgK/Fb1SDQzMNLKhrCnkuEEp5a9jO6CShS6pAwG4b1R7/rm8MKyvxyZ05OTEIa8/wJYjJhye0O+32ellbUkD03ukhBy3Oj3UWF0snNUbj8+P++B7IcIjgNTQDk9jwUnC43Esu99C1+NGUMdHbPfZa4MR0iIpEk1yc7aTWKbC2P8v2A9+gd9lClmHyJP6I0/sFbE/AYHfM0VHo5Vbm3btNR1EJFEgVsa0xbDOGKkuAxDhadjfevExVY/HHwCbls6Glhe6OlfJMySwSah4LSBw1rRYfNywYUPIzzU1NXi9XlJTU0lISKCpqYnDhw8jl8vp1KnTGQ/E4/Fw7733Yrfbm481NjYyd+5cxo0bx+OPP8727dt5/PHHMRqNTJ8+HYBXXnmFRYsW8eSTT5KUlMTTTz/NDTfcwFdffYVcLm9RHwK/PQ6Pj91VZu79ci9rShowKGXcOCiTv47NpdHh5emfinhyRSEGpYybB2cxtkM8z64s4uo+6by2PrIP04icOJocHhZd1QexWMR9X+3lrY1lOD0+JnVK5KkpXeiYoEH6a1Vt9bnxmg5FbXbX7kCe1A9P436s+98ncfIHWPcvwl76HWKpBk3HmSiS+iBWxFK39hH8rqaI/XhqdxLweRBJWi+ueq0VWHa/jXnbi/hdTShSBhM78mnkcd0QC+ndAgK/KrUmM776PVHbfaaD5KSLefHSbtjcPv61vIjDTQ46J2n5+8ROBGI0pM5aT+P6J3BVrMO0Yz7J03/AtPN1HIe+RCzVIOl8PfLcGXyQb+XTOf3IMKr4bFclRpUMbOUgEuP3Hn9OG/rdi99twrLrTTyN+5HqMtH1vAVtp6toWPVnIBitCcN+4d+OgMAvS6pBySfX9mPRtgpeWVeCze3l4q7J3Dc6l5wImR0VZicB4O2ZvZifX8KhejtdknTcOjSb5QdqGZwdQ3YsWJxetleYWLavmlm9U3l7Y/iLrUgEkzsfj/ItqrPxxPcFLN4RjMT85Jp+eEvDPd5ksZ3wNIaLn8cIeKwEvOH2Cz6XCXfVZhpWP4C7bicSTQqGfvej6XgZUvVRAUKXTfzl62ja8ize0q8QSzVIO1+PofMspJqUsD4FBH7vFNbZ0CokGJSts+/wHC0281tF/4qkSiSaZDwN+yF7Yqv6yopRoZSBxxFDjk4IPsjTJ/BxyQ78AT9iIbpbQOCMafHsumLFiub/Xrp0Kc888wwvvvgiPXr0aD5eVFTEbbfdxqRJk854IC+++CIajSbk2EcffYRcLuexxx5DKpXSvn17SktLeeONN5g+fTput5u3336b++67j5EjRwLw3HPPMXz4cH744QemTJly2j4Eflt8/gAVZidljQ4qzE7uHpGDXill2b4a/relnOHt4rj03WBKEUCTw8NTK4pYUVTHnP4ZpBmUrC9rZEeFOaTfNy7vSZdkLSPbd6XO5mbs/HwKT/BfWravhhVF9Wy+ezidk3S/ymcVSZXIYjvjrtkasV2RMgifoxZ5bCese96l6stL0eROJ2bgQwR8buwHv8BW+CnJ074BX/TiOYqUQW0iPPps1dR8czWu8jXNx1yV66hcPJyUy1egTB3S6nsICAi0jOIGO39dVsi/03rD4RURz5HEdkWj1vNToZk3N5Q1H99XbeWy9zbz2mU9mNu/G4kT38HvttDkCjDq/YN0jr+GyT2uw+mFN7c5qPr5II9N6MiYV/NZe8dQuifraLB7CGgzIeBHLAs+q1VZ4xErjNR+fWXzvbyWMhrXPIiu+w3oul2HZfdb+HU5bC83kaCVk6pXClUiBf6wpBlU/GlEDlf1ScMXCBCnlqOUSSKem6hT8K/lhWTFqLimXzopOiUljXbuWrKbWquL+0YHC3StK21g0hsbkIpFfDanP5sON7Gr0tLcj0gE787s1VxMqaTBztCX1lBrdQMwINNInEaGPKkvtgOhRaQ8tbvQd5sX9fOIFUZE0tCNxEAggKP0h5Dvtc9WScOqP+Gq3UrciGeQKGMorHcw5IUipnWdw+QeN5wwfxzgx5viSI/g6y0g8HumqM5OukHV6meU13QIyQlFoX4LpLoMPPV7W92PWCRCq/Vid8YjFUee684nOhoSsHhcFJnryTOc3x6YAgJnw1lt7Tz33HPcc889IcIjQG5uLnfddRdPPvkk1157bYv727RpE4sXL2bJkiWMGjWq+fjmzZvp378/UunxYQ4aNIjXXnuN+vp6ysvLsdlsDBp03INCr9fTpUsXNm3axJQpU07bR1xc3Fn8BgTaAqfHx5riBmb9byv19uAiWi2X8Mi4DuTGa4hRyfj7jweahccT2VjWxF3Dc7jz8908PK4DsWo5JocXrUJCjxQ9qQYl2qOFB/JLG0OEx2M4PD6e+P4Ab8zo2XzuL4lEFU/M0L9T/fmUsDaRTIu6/VS8phL8HitihRG/qwlbwYfYCj5sPi9hyiJk+kzixrxI1afjUST1QyTT4K7ZhtdcgkiqRtOhbYo8ecwlIcJjMwE/9T/dTfK0r5GoIqdqCQgItB0+n591xfUs3VvL3wZfgXLPS2HplQCyvn8lWRzP2xsjfG+BB5btY2LHBDJjdNgDKm79bDsbykwcMSkxuY24fX42HzFjd/uORnUl8X1BLRd3SSJZr2B7k4bxI55BJNWi6XIN6uwLqPvx5oj3sux+i6SLPsdZvoafKtVM++hnUvVKPr22H33TDb9exLmAQBsjFotIboEnXKJWzsj2caw6WM/ywjpS9UqKG+xUW1xc3SeNJJ2cKrOTOz4P+rB6/QFmf7CV/1zUFYlYxPrSRrJj1FzSPZlUfXBN4/P52VjWxKDMGFYerGd4TixX9Erjts92k3/tZEQb/gF+L8r0UYikSlxVmxCrE5Hqs49GIIei730X0pPSMn22ChpW3RN2riymIwG3Db/bgkOk47HvCjC7vPxw0BI2f2woaxTER4E/HIW1VlL0ravm7Pe58VqOoEjq30ajOjukukxs1Zvx+1yIJa37TE5ZE05THB5fAJnk/N48zDtadGdz3WFBfBQQOAvOSnFpbGxEp4scLSaVSkNSp0+H2Wzm/vvv5+GHHyYlJTRNo6qqiry8vJBjiYnBtJOKigqqqqoAwq5LTEyksrKyRX1EEx/Hjh0bdcyVlZVh9xSAIyYHtVY3n+6s4FC9nZHt4xiUFcPCzYeRiMVc0y+dDIMKvSoYlVfa6GDymxuaKz4C2N0+Hvx6P+9f1Qe1TMJj3x+Ier/8kgZ6pOhRqb3Uiuv42b6fZHTkSfvhE0kAKX5/IKpBPMC3BTXYXU4UjmpsB7/AXb0VRepg1O0mI9VlImrDXT6vtQKxwkjsyGdpzH+cgDsYrSk15pI46X9IdZmIlTE4ylaSMGkhDavuw9O4HwiKkzGDH0NqaEfNd3NRZYwl6ZKl2PZ9gM9Zh6HfPUhUSUj0mUj1mW0yXkfZj1Hb3LXb8bstgvh4lpxr84vZ7aTM1sjCoi2U201cmtWdgQmZpGuMv/XQ/tB4rRW4a7ZhPfAxo6RGts6ZSX61iBHjvkC67ka8lmB0o1gZh2rYc3xSqicj3kWE/RogGDneYPeQGQNVFhf5pY18OSuTTtISNBUf4JNqsQ2dyZJiOd8W1DKqfRxGlQy3P8C2W7uhcFfjKKjAUrURVfZEpNq05nksjIAfv9uCedgibl54BAimoY59LZ+d94wkJ04T+TqBVnGuzS1ngtfnp6zJwVd7q8kvbWRAppGLuiSTFaNqkdhdaXayu8rC+1uPoJFJuLZ/BjlxauI1kV/cTQ4PpY0OFmw+TLXVxcVdk0nRK1i4+QijcuMY3i6O/13Zm6I6G98X1HKowc5FXZP5z0VdyUvQoFPIqDS7mn3mAExOL9d9tIMknYKuSTrGdognL0Eb/Hy2Klx1exle+T+GpimxD56J1JBK5+e3M6VzEm/tlXDd5avwWUpxHPoKv8dGzKCHQawk8eIvqPv+uuYiUSKJAl3Pm9F2vQbx0UyJQMCP11yKz1qBz1bZPCaJNh33qPmsc/j5uq6GrILtXJEjI0kvDZs/7EOv4PNiOYu3V3BptxTE4vNbqDjXONfnl6I6G+PyWreu9VlKIeBHovlti65K9MFMBW/jAeTx3c+6n0a3HaukHvzxFFQ56JZ2+uKh5zJ6uZI0tYHNdYe5sn2f33o4AgJ/OM5KfOzVqxcvvfQSvXr1IibmuJluTU0NL774IgMHDmxxX4899hi9evVi6tSpYW1OpxO5PLRCsUIRXAS6XC4cDgdAxHNMJlOL+hBoG8qa7Kw+1MDcRdubxcRF2yuIUclYeGVvbvx4J0+vPMir07tzZe901HIJb24oDREeT2R+fgn/uKATSqkYpze8UiRArErGpX1iuGXz/yg01zUff27PzzzTfyrX5Q1EJ1MQr4megjw4y4DGvIPyzycFTdUB24GPaFz7MCnTf0CR3O9sfyUheC3lVH95Ke7a7SgzxxI/bj4ikQSxKhapvh2yo4KhRGFEk3MhXns1iVM/IuB1EPB7kShiMO2YT8MHA9F1vx5vUyF13x9PpbIVLEYWk0fSpV8jErdNFKdEcQpvF4kcREL6hQBY3C4WHtzCnes/bz724aFt5Oji+PGCm8jSCh5BZ4PXcoSqJVPxnODxKNv9CiN7/ZWlVdPI7PExHfVu8HtxSIwoDelMSJZSaz31c00uFVPaaGdNcT2fz0gjafN1eGu3cMz1Tb7nNa7odhfde1zHa1trWbq3ms+v7MBo2Vqql98KBOds24GPSLp4ySnv5VSkMubdI9QcTQ+F4AbTN/truG1ou1NcKSBw5mwtNzFmfj52d7Bgy+LtFTz8TQE/3DSIwVkxp0ylrDA5mblwM2tLGpuPvZpfyq1DsnlsQh7x2lAB0uz08NbGMu5dejyt8YOt5XSI1/DcxV259N1NjM2N495RHZj85oaQitc6hZSfbhlMkk6JTCxCLCJsw6Da4qLa4uKGgcG1gddaSc231+A6sqr5HOm+N5F3msMLk25iSZGXbJ2Xuj0f4tn+dPM5toJFSON7Yh66iJzJixC7mwh47IiVMUg0yUgUhuZz3bU7qfxkLAkT320+JpLrcEz4gAnrf+CI7Xhhqn/v/pk3Bl9Gz5qleLc+3Tx/yPa8xsxud9Gr1/WC8Cjwh8Lm8lJpcZGmb13ErsdUAoBE89sWZ5GokxFJ5Hga9rdKfNzXVANyB3KpiJ1H7Oe9+AjQQR/Plrojv/UwBAT+kJyVSvHAAw8we/ZsxowZQ+/evYmJiaG+vp5t27ZhMBh49dVXW9TPkiVL2Lx5M0uXLo3YrlQqcbvdIceOCYZqtRqlMpj24na7m//72DkqlapFfURj+fLlUdtOtfN3PmJzeTlYZ+eWT3eGiYmNDg+PfFvA7UOz+es3+7n1s12Mzo0n3aBk5wmeRidTWGvD5PBwRe803t0UuarY5K4JzD+0PER4PMa9m5ZyQXonOhuTuGFgFq+vL4vQA7x0QQL1X49pFh6PEfDYqPn6KlJmrmy1cXrA78Oy+y3ctdsBcJYtx1l2/O8r9coNcEK0okgiRXZCZdiA34dpy3+wbH8BxFLUORdS/cUlYffxNB7AtOVZYof/H2Jp61IsAFTZ4wERx8SGE9F2ugqJWkg3OFvOpfmlwmEKER6PcchSzxPbfuClwZeiksojXCkQjYDPg2n7yyHCY3Pb9n8xYfIker1dh+voxsyi2e148fvdXNUnjSldEolVy2iwe8Ku7ZGiJ0Yl44kfDqCRiZjo/hJn7Zaw8/y7n2fw9MuYd7Sq79iMALUf3M7Jc4GnoQBZXDc89bvD+hCr4tlp0lFjbQxr23LYFHZMoG04l+aWM6HC5GTGwi3NwuMxHB4fl7+3mY13DSfNEFlUCAQCfLqrMkR4PMYr60qY1TstTHwsNzlDhMdjFNbZ+GRnJdO6p3BhlyRmLtwSIjwCWFxeZv1vK6tuHUK8Rs5FXZNZsrsqrC+ZRET/TCMA9kNLQ4THY7j3v8vo8Zfx7HoJQxOkNK58Ouwcb90OYo+8hzzjYSSGyJkRXls1NV9fRcBtwV29GWXaMJzlaxB1nsuDBbtDhMdj3LT+U3aNvhTF1tB7BnY/z5DLZ0S8j8Afm3N5fimqb6tK18WIVXGIpK3rp7WIxGKk2nTc9ftoTZ7B/qZq9HIlqfEKdpbbufL0l5zz5BkSeP/gVnx+PxKxYCEjIHAmnNU3plOnTnz11VdcccUV2Gw2du/ejdPpZN68eXz55Zekp7fMZPfTTz+lvr6eUaNG0bt3b3r37g3A3/72N6ZMmUJycjI1NTUh1xz7OSkpqTm8P9I5ycnJAKftQ+DM8Hr9FNXZyC9tYF1xA4W1VsxOD+UmJ9O6p7Bkbn8Wz+7L53P688Il3cgwqthWbqLT0aIuvVINONw+Shsd9E4zRL1Pp0QtBpWU+0e1p0uSNqz9qSmdsXgdLC6NXLwF4Iuy4Atxuzg1j4zvENY+vF0syVIzPnt15M9qLsZvDxc2T8bvdeIxleCq2oSrdgdea2iat89ejXnX61Gvt+xZgM9twd14AGfVRtwNBficDSdcX4N5R1DQVyQPwHE4/AXkGNY97+J31J52zC1Bok4hfsKbBAXI48hi8ogZ+DBiqeDnJADfHNkfte2DQ1updYb7rZ6LBHwePOYyXNVbcFVvxWs5QiAQOWr7ZJocHg7UWtlY1si+agtOaxWWXW9EPV915HOGtQtGlF7WIwW/P8CMnil8V1ADAfj4mn4opaGP9zi1nPev6kMgEGDBpsNM7yDBszf6PVz732VQVgzjO8TjrVgDAV/YOaZtLxI77J+IlaHRrSKJEvHo97l/eUPYNQADs4xR71tjdbG7yszGskaK6mxYnOEiqoDAyX8nVndwHRKJSrMrJPr2RCxODwdqbfRI0bHm9qGsu2MYEzuGbqy9sq4Y70kC4me7KkN+7ptuYOUtQ8i/YxjX9svg0fF59Es38Opl3fly3gBuH5qN5IRIwMI6G7U2NzqljGemdiEr5vjzdF6fBLbckEXV7fGk+g/iMZVi3v5yyP0UKYNJmLSQxAs/Ik0T4IdrO+DavzDq78u9900CzuhrA7+jFm9TsCq2eefrGAb8BYk6GUfmJJaWF0S+JhBgnakRWUxeWJtz3ztR7yUg8HvkmP1Ba8VHj+kQEnVyWwyp1Uh0mbgb9rWqj71N1WRqjOTEK9hd7ojow3++kadPwOZ1U2CuOf3JAgICIZx1fmZSUhIPPPBAq27+zDPP4HSGLhYnTJjAnXfeyeTJk1m2bBmLFi3C5/MhkQRTPPPz82nXrh1xcXHodDq0Wi0bNmwgMzO4m2s2m9m7dy9XX301AP379z9lHwItx+z0sPpQA/M+2t5cZVGvlPLqtO50TtSyoayRy9/bjMcXfDB1TNDy2mU9uGvJbjw+PxPyErhjWDsueHMDtVYXX103kP/+fCgsKgDgoXEduO2z3VSYnfznoq74/QHySxtJ0Cq4uFsyjXY3UokHp88bdbyNrqD3aKxazt0jcrisRyqLtpdjdnq5rEcKHRO0iK3bT/mZA/7ILyzH8DkasO5dSGP+owS8QRsAqS6TxCmLkCf2DnpGBgIE3NaoffidjZi3z6dp3UPNx5QZY0iY8CZSXTrgJ+AJLopEEiUBT/S+Al4HtFDwOB1iuQZN7qUokgdgK/wMn60CdbvJyBN6INWmnb4DgfMCk9sRtc3t9+ELnPsLVb/Lgr3ka+qW39bsgShWJZB4wQIUacMQnyICosLk5K4vdvPZrkqO/aq23Ngeoye6aCvzNjGtezI3D86moMbKf1Yd5PmLuzI6N56L3tmETiHlk2v7saPCTHGDnWHtYhnZPo6sGDWljXYen9gRvcKH/xRzCa5G1DIxUrEoqq+jz3qEhtV/IWXGKlzVm3FUrCNg6II/dSyb6rRsrdgWdo1OIWVCXuSo6aI6GzPe28z2iuD9JGIR8/pn8PjEji0q8CFwfnCwzsaMhVvYVh6MxhOL4Np+GbwzsxdzFm2L6HnqjmDfUt7kYMGWI/zjhwPN9i6ZMSoWzupNolbOwi3lADQ5vPj8AaQnOI2YHMdF8RE5sfz34m5c/cFW9lYHv1NSsYi5/TPom27k1s+2MKNnKguu6MW1i7Y3v7x7jq59dAoJC2b1Zm+VhS5GN3n1H+D4/hmafG6agLixr4Z8VzV5l6PKHEv9T3fhP7pRqel89Smf/QG35dTt/uOfx++sp3757cSNfh6HNg3/KeZwk9sdVi0bwO9qJBDwIxIJUUECfwwK62xoFRIMytZZF3nNJcgTerXNoFqJVJ+J88hKfM56JMozf+f1BwLsM9UyJiWXdjIFX+82cbDWSV7S+R180EEf9AXdXHeELsbfh9AsIPBH4axXBQ0NDTz77LPMmDGDCy64gFmzZvHss89SX1/f4j6SkpLIysoK+QcQFxdHWloa06dPx2q18tBDD1FUVMRnn33GggULuOmmm4Cg1+PVV1/NM888w/Lly9m/fz9/+tOfSE5OZvz48QCn7UOg5ZQ0OLj03U3NwiOA2enl9Q1l/HyonpfXljQLjwAFtVauXbSNf1/YGafHxwNjcpm2YBPVlmBBhGdWHuS9K3uTesJLpUEp5a0ZPfl8VyW7qyw02D3MWbSdR74r4LDJyYVdkthXZeHWT3dRUudiZFL7qOOdmtmt+b9jVHK6p+j556TOvHhpd0a2jydZr0SiSQ76F0ZAJNMiPk1BFWf5ahpW39csPAJ4LWVUfjr+eDEIhQF1u0lR+1BlT8C667XQfg+voPa7ufgc9YgVMaiOXu+u3YEybVjUvpQZoxHJ9acc85kglmuRx3YkZuCDxI95EXW7SYLwKBDCxLROUdsGJ2Sjl7XeAuD3jrtxH7XfzA4R6fyOWqq+uChihdljWJwe7l26h093HhceAT4vsCHPnBD1Om/Gxfx8sIG5i7fx8Lf7GZeXgFoh5eJ3NrGjwtwcYRWjktIxQYtEJMLvDxAIBIhRyZBLxLy2xYQk44Ko97CmTWdDmYkfC+tQpg+P/uFFYkRSFbrOV6Ea+l++8l1I2n8K2Vxh5W8T8lDLjys27WLVrLhlMJkx4ZYn5SYHE19f3yw8Avj8Ad7YUMbzqw/h8oZHXgqcf1SYnFzwxvpm4RGCfonvbDpMfmkDl/UIL/KglIpJ0oXPQz8fqufhb/aH+EqXNTqY8tYG7h2V23zs6r5pKGShHsdTux5/4fzPRd2Y8taGZuERgpWr39hQRmmjnfF5CSzaXsGqg/Vc0Ss4Pr1SSrxGjsfnZ35+GaNeWcf3B2pob1+JY8u/wHd8neUsW44qcxwAIpkGbacrqfvxlmbhEcB5eCWq9BFRf2/yrEkUmCSUmyJvFomVcSFrB6+5hJplM5HXbqVbTPSX6+FxSXgawiMjtZ1mCcKjwB+Kwjob6QbVKb1hT4ffbcHvqA++W/wOkOqCgTmRvqMtodTWgMPnJktjJDNWgVQsYld59A3n8wWtTEGmxshWwfdRQOCMOauVQVVVFdOmTePdd99FoVDQpUsXpFIp77zzDpdccgnV1ZHTWM+UuLg43nzzTYqLi7n00kt56aWXuP/++7n00kubz7nzzju57LLLePjhh5k1axYSiYS33nqruchMS/oQOD1Oj49X1xVHLBBzTb90nvqpKOJ1tVY3To+f4gY7S/dUhYiTK4rq+NePhfz9go58ff0AVt82hE+v7YfV5eWVdaUh/ZSbnHy7v4YHlu3F7PLyj0mdUIoVPDvwImQRKlIPT8pp3pk6FRJ1IjEDH43YFjvsX0hO4ffotdfQuO5vAEgNOcQMfpz4CW8RM/hxJOokHMXfAEEBzzj4b4ik4S/c8oSewWp0lnBPSueRVfgctYhlamIG/hWRTIvfWY/fbUaREqGok0RO7PD/Q6I0nvZzCwi0FTm6WMak5IYdl4rEPDfwYuKU53ZVY7/bQtOGf0Zp9GLZ8RoBX+TU4Wqrm492VIQdf2ljPc7ujyCShAsmkoS+bLOmsnhHBVaXjxS9grG58Tg9Pv41OoY189rx38mZXPfRdm79bDf3fbWX2R9uo99/V7OnyoLD4+M/Px/i7W11uLrci0gW/v9HGtuVYlFHihvsKKRiafCwaAAA66VJREFUAjI9qpwLwz+ASEzs8H8jkgQ3kExOL3/9JpiG/48fC9lWbuK9Wb356Jq+fDanPx9f05e+6caQ9NNjFDfYKW6wR/w9vbi2hCqzUCBOAEob7Rysj/x38u6mI0zvEf7MfnxixzDxsbTBzt9/LIzYj9Xl4/sDtczqnUaHeA3D24VHDHVI0DCsXSxdkrSUNtqpjPL3OT+/lKv6BK2I3ttyhEu6Bcf37NQupOiVVJqdPLvqIPEaOf8cacCgMxA78hnkSX2b+7Ad/AJt3mWIFUY0udOw7nufk/1XfdYjIJYF1xQnIZKqsHf9C0Ne3c64+espawz//Uk1qcSNCPeLlG76Oy/0GY84giBzSWZX4hq2hXlmy+K6okhqm2J9AgK/FoW1NlL0rdss9ZiKAX43adcihQGxXH/Wqdd7m2oQIyJDa0QqEZEVJ2fH4fPDSud05Orj2VwXuSaBgIBAdM4qtvzpp59GIpHw9ddfk5GR0Xz88OHDzJs3j+eee46nnnrqrAZUUBC6O9OjRw8WL14c9XyJRMJ9993HfffdF/Wc0/UhcHosLi97qiOn6Gnl0pBoyJPZVWkmSadgdXG4/9fOSjPXfbSDVL2SN2f0YGu5mdWHokfPFtRYEYugyuJi3oB0lDIxm6bezV+3fM2KykKMchV3dhnO7Nx+JKl0p/1cYpkaXffrkMXk0Zj/GF7TQWQxHYkZ+ncUKYMQR4mKBMDnxtNYgKH//ciMuZi3v4KnsQBZTEeMA/4C4uPXyoy5pF65nqb8x7EXf41IpkXf/UY0na+kctGQqLc4FtkgNbQndVY+TeufoHHd48SPfw1XzVasu97C72pCmTmWmKFPIIvpeNrPLCDQliSqdLw34ko+OLiV/+79mQaXnVHJ7flX38l0NCb+1sP7xfF7bHjqo/teumq34/c6kEhkYW0mpydiimiTw8P139r4YsY67BufwFnyHSKFHm33m2lIm8kt7xSjV0qZ1j2FK3qnkiBpIrnmG1L3voDPWY8sZThrr3qYu35ysaygCQgW/7rqg618Pqc/h5uCkQtXL21i4dQVqPY+jbd0GSKZBk3X67BmX8uNC0rQKiRcPyATW+mPxAx6BGXqUMw7XsFvr0GRMhDj4Mdwlq9FZmgHmkScXn/Is+DLPdV8uef4ZuQTEzvSJ90Y8fd0zG8rEna3D5tHiHwUOPXficPjI9OookeKnoJaK7nxGv5+QUdG5MShOily0eMPcKA2uu3AjgoT1w3I4MnJnUk3hqcYJuuULJrdl01ljeyuil48r9HhQSkL7vO7vH4UUjHf3DCQAZkxyCRiHB4/kzvo+MdgEcptd1NXkY9Ek4yu61z0PW6i7sdbwO+h/uf7Sbp0Gd7GIkxbno14r4ZVfyZh8oe4KtZi3vk6AY8VacZEnN0eZM4yExaXl4JaK0+uKOK5i7qiPOF3IpJIUedeSpI2nca1D+Fp2IdU3w7j4Efp9//snXd4FVX6xz9z5/aa3hOSEELovXdRQEARFbH33svqz762dVfXXVfXtffeG01FwELvvQXSSc9Ncnuf3x8XEi65FxFQQebzPD4PmTNz5sz13pkz73nf7zcpi2VTb+ae1XNZUl9KitbIHT3HMiO3NwmeGlpqz8ZVGr5/mHpehbn3VSiNHTNQZWSOZXY1Ojml8JeTFg5GwFYGguKYMWQUBAHRnH3YmY9bm+tI15nRiOFwQX6yhhUlDiRJOqIM0T8DheZk3tq1mkAoiDJKEoyMjEx0Div4uHjxYu69996IwCNAdnY2N9xwA08++eRRGZzMsYNJo6R7qpHFUQKITl+Q0XkJXDIomzidipAEvmCIF5eV8XOJlYHZcYzOS6C82c2C4ugGLl2SDehUIjvq7RQmG/l2R3Rh9C5JRipbPHy+qYbz+mVg1qrplZDOu2MuwO73oBAEUrWmX+U+JuoSMXQ5A03mcAj6EETNoU0cFGpMva5GELU0zr+6bbOvYT2N868mfuTfCQW8KJQaBIUSdUIRSae8QsjbEp6c6FLw20oIeWM7vyo08QAIChF1QleSTnmZkKcZBAW6ThMx97oKpBCC2oyoOXrl1jIyv4Z0vZnbeo7mvM79CEkSJqUGi+bPqQnk8gWos3tpcvnRq0Wy9BpUCV0J2Eqj7q9O6h3TnMmsUaEQiBqA/LHMRqXUj24TXw/fIwQFgi6FOeuq+dvkbgB8t6Oe2vo9FNU9gLPyu7ZjfRXfIFR9zzMTv2V9rbbNiGNTjR2HN0iWRUtVq4eVVXb6v+biqoG3MmnEXXiDYLakMTQtmZ9vzKTG5uXNlZW0qnJwvD8EY4/LSJn0NoJSR8BeReP31xNy1WDqFva/1CoVJBvVMRejeqXHXhDqnBg7Q1avFtGr5Mm9zMG/JzqVSKpJw/xrhuINhFCLClKilFsDqBQCXZKM7IgRgOybYWFUfgIqMfb3LsOsZWr3NA6mahunU+Hxh8u6NUoFXZMNdEluN9EzaUQeH+xCmnc63r2ajIHWEpqXPoC+8xnEDb6HlhWP4W/aQsBWAdmTUJbNxde4scO5Qt5WHFvfIXH88zRmnE9Zs4v5pT5eer0Wu7ddH/utVZXcc1IXcuIj70uiNg597iloUvshBTygUKE0hI0ZB+oT+XjcRTgDPkRBQZrOFA4+6M3hecl+8xpBPDLNPBmZ3xuHN0Ct3Uum5cjmLQFbOaI+FUFx7PwGlKYcPFU/IiEh8OsChltbaskxxrf93TlZy/ytNsqtPnIT//ySOgejqyUZd9DP1pY6eifIiy0yMofKYd0dg8Eg8fHxUdsSEhJwOA4iYi9zXKJVidw1roDNtXaWlTdH6JNtqmnlzpMKuOaTjVTbwi+58ToVj51aRK80MwOyLCQaNVw1tBP/XRy9dPv64blkWnT8XNLEG+f248VlkfqR+7hueCfumr2NoCSxv0+NRa3Foj4yQwKl/tdlaSkNKZh6Xk7Nx9F1llqWP4Kh8GwU5k5t2xRqIwp1+4uHaEjHMvg+7JteJuRuQKFNQJ3SD4I+RHMu4gH6igqVAcV+ZZIKObtA5hhBISjI0Md2sP8zUG/38s8fdvHs4tK2+9O4zol8ffq9uMu+6XiAIGLucy1ClKxHgFSThrN7Z0QtvR6UbSHFqEGh1qBQtwftBuck0PupHwiEJIwakYcGGAmu/q7D8YQCqNfey53D/8Ot89r7D0kSr5/Th8pWD5Utbh5dsJO311vZ3GBBJSr435lmNEqRLIuOQFDivXVVnNMll675pxG0V1I/51yCrvZsxrjhjyDqw6WkGWYt957Uhdu+3tJhOEkGNf0yY38/8hP15CboKLN21JO6fnhuhDawzIlLboKO/EQ9JVFKr68b1ol0swaN8pcD1Z0S9Nx/Shcuer+jKZJBLTKlW+pBA4/7EBUCPVJNpJk01No7ll5fM7QT768LG9dcOSSHrAOCG8liK3Ur/4I/ihmMa/eXmHpcAqIahVKP29yHAU+vZtG5N6LY8TEHll6DgGXg7YhqA29tDfL4ggoUAgzJicekUbKxxkat3YsnEDqoiYwYQ+s6XqMnXtNRPubAeY2MzPHGvozqrCN1uraVIepTj8aQjhpKUw6S30XAVoFqv/eRX8IZ8FLubGZ4Sm7btk6JakQBNlS6TvjgY4E5CQFY01QlBx9lZH4FhxV87Nq1K1999RWjR3cMunz55ZcUFhYe8cBkfnt8gSCVLR7mba9nZ6ODMfmJ9E43s6y8GYNaJM2kZc7WOnyhEFO7p2L3BJjaPYUHTi7k5eXlfLG5lnidivP6ZTHiucURwcJmt58bPt/ET9cP58P1ewhJcE7vdGZdMZiLP1jXlhljUIs8PLErvdJNGFQK/nNGL9ZUtvLZJYO48uP11O+33/0nd2FlRQvVNg+XD84mXhf9hf63IuCsxW/djqtkNgptAoaC6UgBd4TZzP5IATdBV33Uh33IayPg2INz15eEfK0knvQcSmMGAVsZnj0/o9Amos+bjKtkDlLQgy57LEpTTtg9W0ZG5ncnEAzx2soK/vVjScT2Rbub+Pf6dG6Z8DrWH24Ju8oSNnBInvQmSnMuAG5fkKpWN7O21lHW7GJCYQrdUozcO74Aly/A7G31bX0Oz43n/fP7E48Vd+UOXLtnodAlYiiYTp4xnblXDuGC99eSn6BHVbco5pj9dSsY0rv9ntE12UhnfSvZjnX0sC1EsHTirjtPxe1x4tzxPlpdHIaggcr6ZJ5fbSXFoGbtjf1ReGpRp/Qn5KzGUHQeSEGsP92NvutMTD0ua8t0UigEzuuXSVWrm2d+bl9oKkgy8PmlA6Mazewj06Lj26uGcvbbq9lUs/cz3OtifPvofNTKyGz2GpuHzbV25mytI8WoZnqvdLLitJg0v+9zQeb3JcOi45urhnD2W2vYWLPXWV6AiwZkccfYztTYvPxU0sSqyhYGZMUxtnMiOXE6FFF0RsfmJ/LQhEL+vnAX3r2mM5kWLR9e2J8kvZJVlS18vqGa6b3TkST4bGMNvmCI6b3SyEvQE69XU9XiZke9nW+uGsLMd9a2ZVKKCoFLBmbROVHPkz/s4oL+mfz1lC4oHLux7fkZX/06VIk90GaNwt98ENmG+vVoM0djHP44I96tpKrVw+MrDTww9m2EZTeFMw4BhSaOhLFP46tfj+R3ccOAbKytSdw0QIOu5htEbx3eoSezM5DDs2vcmDTHTmaWjMwfTfHe4GPmEQQfJSSCraVoMmJLKf0RKE3ZgIDfuuNXBR+3toTnJJ32y3zUKBVkJ6jZWOViWt/oSUgnCnqlmk7GeNY0VnFZl8F/9HBkZI4bDmv2cf3113PFFVfQ0tLCaaedRlJSEo2NjcyaNYulS5fy7LPPHu1xyhxl/IEQP5VYmfLairag4XOLy8gwa5l1xSD++3Mpb65ud/H6948lTOmWwuk90jjvvTV8dfkgHpvUFY1K5OvNtVGzFAH+tqCYwmQj/11cyn3ztvP++f346rLBBEMSgVCIeJ0as1ZELYpMeGUZW2rDE/d+mRbmXjmEapsHb0BCEOD1lRXM3VaPURPOwtSpf79AXMCxh7rZM/HVrmzb1rLsIdLOXnDQ4wRFxxfhkNeGfes7NC++B0PhDDTpQ1CZsrBt/xi8VjTpQ5CCPpqXPIAmdQBSyI/1x9tJO2s+mtQBCIJAKODeqwepQNSnyEFJGZnfmGqbhydjGGv9dVENp/WeRM8L1xFw1SPs1XwSDRkIChGPP8i8HfWc8/bqthLr5xaXkZ+o5/kze9En08I1w3Px+IN0TjSQFaclTmqkbtY5+OpWtZ2nZdlDJIz5F2O7XcSaW0dj9waIb65FGPMUglKHt2Ylzp0fty+IKFQEpXDQJS9Bx6orc5FqlyDaywnuWYC/eSfu5feSdNL/UNqLsW/6FvvKxxD63Y82NJHimiAq3XcElt7CPnEI+6ZXUCX1IWHGzzy72sEFXhO5+1XCppg0PDShK9cNz6XB4UOrUpBi1JC+N3NRCvoJusOyGqIuGUlQUufwEpIkMi1a5l8zjHqHF6c3SKJBTYpRjVkbeR+tanFz2usr2bCfM/b93+zgpbN7c26/TDmw8ienIMnId1cPpd65//dEQ0mTk3EvLKXV015ibNIoWXjdMAZE0RrNjNNxy6h8zu2XSZ3di0apIMmgJl6n4sYvNvHBumq+uWoIr6+s5OXl7SZ4zy4uZXJRCk+d3p0e//yBKd1SuHJIDi/P6I1aVOAJBEkyqAmGJJrdAWZdPhibx4/RuZWGby/DUHAGmpR+BJzVBJ21gEDHLMYwSlM2Cae8wbVzq9nR4OSivslMKVBTpuhO7mnLSRIaEAMOQl4r9g0v4NmzGIC4YY/xWPdkWudcgwQEAHHLC/RK6MHHZ32J2XAQPWsZmROM4kYnZo0Si/bwF68kTwshn/2Yy3wUlFpEQyp+6zbInXDIx21tqcMgqkk+wDQwP1nLugqnrPsIdDEns0Y2nZGR+VUc1gx9xIgRPPHEE/zzn/9k6dKlbdsTExN5/PHHOeWUU47aAGV+G6ptHqa/uapD0DAQClHc4IwIPO5jzrZ6Lh6YxUcXDuDJhbtZWtZMkkHN1UM78drMPlzzycYOJdXb6h2cUhjWT5QkuOD9dXx9+WCmvtYexLv7pAKaXf62wCPAuj2tTHltJa/P7MuPu+t4c3Ul3kCIs3qn8+ikrgfVfTraSMEA9o2vRgQe9xFo3Y1oyCDo7Fg2KRozEaOUcgccVTi2vknq6Z9h3/o2zUv/ijqlP/HD/4p9w0s0L/0rgkqPseu5YVdrQYl90yvUzzqbjHOXIAXdtKz6J66SWQiiFlPvazB1uxClKbPDuWRkZI4Obn8oIqhxIEsr7PQdkYfSnNOhrdrm4dx31nTQdixpcvHSsnKSjRpO23tPLEw2sPSGodg3vhwReNyH9cc70OWMJyuxOwFHNY7KcmwbXyLkc6DLOYnU0z7FuuT+cGZV57P4YJuXh0/K5LbeHuyLrsLXsBGlKQdz3xsJ+Z00L76HxkU3kzr1Y9xl3wIgrXuM8089mZCoIzD7lg5j8DduwLruBTbWzmDTnK28ek5fjPsF/AwaJfkaJfkH3Kf9tnJsG17Aue09APRF5xMsvIozP66huNHJ5KIU7julkG4ppqiO2ADeQJB//7g7IvC4j2s+3cio/ESKUuQS0D87KSZNhJ5jjc3D2W+v7vAbtXsDnPnmapbdNJKMKFlNFp0Ki05F4X46jF9uquGDddV0STIQlIgIPO5j7vZ6pvVMY1rPNK4cksP0N1ZFlZSZ3jONZKOGv48x4N49h7jB92Db8Dx+63aUlnxUCUUkjn+epgXXdbxIQUSbOZJGycLuxl2svzoXw64XkNZ/iSCqUXW9GEXReTTMOoOQZ3+jPgFNam/qvpzWocuAdQu+9f8mNPpJFMoTu2xSRmYfuxqcR5T1COC3h+8TouHYcLreH6UpOxx8/BVsbakjxxjfIcDYOVnDwu02qpp9ZCec2PeQQnMyr+5cgT8URCUngcjIHBKH7spxANOmTeOJJ55gwoQJDBs2jFNOOYUnn3yS6dOnH83xyfxGbG9w4PR1dA89vUca76zpGHgEyI7ToVeJTHltJXO21dPs9qMSBSxaJRlmLd9cPZS3zuvHkJy4tmO6JBkYmZfAFYNz2owV1u1ppWdau4ZZ73Qzb63uuHJUZ/cy7fWVnFyYxNY7x7HrnvG8PrMPRQd5Mf0tCLrrsW18IWpb69pnSDrlZQQxctIiKHWkTH4f0ZDe4Rjnri9IGPk4dXPOxbnjI6SAi7gBt1L7+WQc294h5GkiaK+kdfU/aVnxNwRRgzZ7HEFnNQHHHqo/GIZjyxuE3I0EHVW0LH2Auq+nE3B0DIDKyMgcHbQqBUZN7Mnl/sGLA1laZiVer+LRSV358rJBfHTRAD67ZCDn9Mng6611bQs0ADsbnCi8jdg2vBizP8eOj3C1VlM3+1yaF99LwFZOyNOEc+cn1M0+h/gRj6JK6E7i8Ie5f2JvbivcQ8OnY/FU/UTI24KvcSNNi24mYK/A1PMKCPnxt+5uKxEHMFd9QIK3OOYYpJ1vcHU/PZ9tqqXB0VHr7kD8tgpqPjkJ25p/E3TVEXTVYV/7NN45E/nfxASsLj/vrt3DwKd/orgxtm50vcPHKysqYrZ/vaX2F8ci8+ej3uGNqgMJUNniZk+rmxZXdCOk/Wlx+9ukFe4Ym88ryzoGHvfxwtIybhmZx/Y6R9TAI9D2+9YJPhQqIw3fXIy3Znn4d1i/loa5FxDyNmPscdkBRwokTXgVhS6Z+FAd385MQP/9BILbXiHkbiDo2INnzd9pnnsOiSf9N+JIdUo/vNXLiZVN6dj6JiF3fdQ2GZkTkR0NjiMOPgZay0GhRKE9Msfs3wKlKRt/aymh4C8/qwFCSGxtqY0oud5HXpIGQYANVdHvtycSXS3JeEMBtjTL8w4ZmUPlsDIfrVYrN954I+vWrUMUReLi4mhpaWH+/PmMGDGC5557Dq1WFoc/lmlx+emZZiLJoGZXo5OqvW6oepUYM7vnmqGdeOi7nW2T7HEFiVw7LJe7Zm+lvDlc5pdiVPPYpCLyEw18sG4PVw7J4cw3VzGxawpvnNuPyz5cR4vbj2G/kmmlKOAJtIutF6UYSTNpKLW6KG92s6qyldN7dAzi/W5IoZiO1P6mLXjr15J50Xqcu77EW7sSTdpgDAVnhDUao5QkKI1Z2De/0aYNZyg8B/uWN5F8HTN5fPXrCLrqUJrC2VRBVx0hX8cXc1/Derx1a1HKBjQyMr8JGWYNN4/M4/EFHUuv00wauh4k2y5ep+L9C/pz37ztPPDNDiDsDH39iFz+ObU7UocgQYhQlPtBW6vfjb1uE77a5R3aJL8T+6bXSZ0+G5UpC5V9D9WLbozaj33jS6RO+xL75tcIeVsR9jOzktz1qCRPzDFIfic6pUAwJOGPEXhp21cK4dz5CUF7x0WmoL2S+IY5jM4fzk8lzTh9QR74ZgdvzOyDMYp+Y0iSoi6c7eNQAqEyfz58gY6GLftT1uzmwW/DpfkH0x71B0O0ePwA6FXKtn9Ho8XjR6dU0LrfPn0zzFh0KnbUO6i1ewmGpL0usyGaV/wtej/LHibjglWoE7riqV2FytwJY/dLUGgTce36HHflQhQqAyF3Y8fxNm8n6NiDKqE7futWABQqPSFf9DkLhPWopVDs35CMzIlGcaOTqd1+nenkgQTs5Yj6ZATFYef1/GaI5k4ghQg0F6NO6vmL+1c6WnAGfORGCT5qVQqy49VsqHQxtfeJrfvY2ZyIAoHVTVX0TZSrz2RkDoXDukM++eSTlJSU8Nxzz7Fp0yYWL17Mxo0b+de//sWGDRt46qmnjvY4ZY4ivmCQ3hlmzuuXSfdUEw+cUsj7F/Qnw6xlTVUr4woSox7XNcXImqrwhFZUCNw5toCL3l/XFniEcFbKNZ9tZGbfDP59eneWljVTbfPyxqpKFpc0cUH/LAblxLOtvj2AVmZ1MSDLwuCcOL66fBCXD86me6qJu8YV8PHFA5jW44/VTxFURrTZ42K2a5L7oIrLJ27g7aRMeZ+4gbejistvM2E4EHVKX1zl37b9rc0Yjqvs26j7ArhLZoMggkIZds2Vor80OLa+TcBVh7P4c5oW34t967v4W8vllwwZmaOAShS5cUQelw3KZv81hYIkAwuuHUZ2XKSLbavbz9Y6O/9YWMyS0mZsngDn9s1ELYYfu55AiH//WILDG7nYo1eLhEQD2uyxMcfi73QWQtmnMdvdpXPYN8SAx0rQWRN9RylEwFaBQpuIOqk3gZbd7X1knkGrOrY4vTp9OMv2+Di5SxJZqiacu77Y775TFnHfCXmace74KHZfFZ8xOa9dg27Wljqa3dEXwYxqJcNyY7/wTO52bOltyfw+JBk1aJXRp7RqUYFWpeDbHQ3MfGcN9VFcqfcRp1Nxevfwd2jRrgZOLYodkDilSzLLK5rpm2lhcrcUZl8xmOm90umRauJvk4t489y+XNw/i7x4PZLfEXWBEUAKegk6arBvew9BUKDNn4Y6sRu+xg00zr8KTXJf3GVRHO334i77Fm3GsLa/fU1b0aQNibm/OnWg7E4tI7OXVrefRqePzAOc6H8t/tYyRN2RBTB/K0R9GoKowm+NbW61P1taahGAnCjBRwiXXq+vdCFJB194/LOjFVXkmuJl3UcZmV/BYWU+Lly4kLvuuovx48e3bVMoFEyePJmWlhaeffZZ7r///qM2SJmjRyAYYklpM5NfXdHm7giQE69j1hWDWVjcwOk90kg3afEFQywobmTOtjpCEogK2kqnJ3VNZvbWOnzBjtkGkgSvrajg5MIk/ru4tG3722uq+PKyQRQ3OLHtl12ZZdHy8tm9KWt2c/67ayOyWlJNGhZcO4x6h4dgCBL0KjTK31dXQ9TGkTDmnzi3f4TSmE7AXomrbD763AmoErqh2m8VURB+OZ6vUJkQlLq2zEcp5EOh1BGM8WIiqE0EHZWY+92Mq2x+zH4FtRHr4gdwbn2zfZvKSNpZ37UZ1fzehM0lGkEQEHXJsjGOzHFNmlnLv6f14O6TCqh3eDFqlBFmKv5gkEann0BQ4v11VdwzNzzR759pwaJTkhuv59urh3D9Z5u4qp+JDKNAcYsDncrM7WPyyU/Q0yXJgMGYgGHk36n9/FTihz6IKqkXUsiPY9u7eOvXYhXSSFHGflESlHqkUDgbK8TBf3OCUocmfRj+5p1IwXCmozKugBJlT1ptQfol9yPQsO6Ag0S8fR/l3TkOfrgghYaPRxBy1aPQWDAUnY8UcKPNHIEqoSh8TxREhF8YryvYfn/SqRTEUtZINKj5z+k9GP7cEoIHZFwOyLLIeo8nKGkmDQ+cUsh989pfrhP1aq4blMD0IjPVzhZyE3SsqGih1u6N0IvcHyno5c4hRs7v3o1X1rmYVJTCMz+XUpRiZEq3FESFwKJdTfxY0sRNI/MY+t+feW1GX2b2zWTaG6vavpOdE/XcPzqZpycm8vzK3RT1O7jBiyQF8Dduxt+4CU3RJQTdTTQvCc+jpZD/4L8flR4p1F5SHvJYCfmdqNMGd9SqFhQkjvk3ou7YKw2Vkfkj2Od0nXWEZddBWwWajNhB/z8SQSEiGrPwWbdxKIr5W5vrSNdZ0MZIouicomXRDjt7WvxkxZ/Y5lVdzMmsloOPMjKHzGHnhicmRs+Oy8vLw+f7ZV0dmT+GPTYP095YGRF4BKhodvO373cytiCJd9dU8eQPu3jqh91kx+mYfcUQLh+UTbZFx5S9WSV5CXq21NljnmdjjQ1fIPLF0BsIEadV8fRP4eyaohQjX142iIldU0jQq7nm040dyunq7F4u+WAdpVYXI/67mP+bvY2SJufR+CgOmaCnhZCrAc+exTSv+BvempUkjPwbCk081sV30/jNpbirfibobTmk/pSmHEz76Tu5SmZj6Doz5v76/KnocidjKDgLhRhb3NnQeRru3V9EbJP8Duq/PpPgH6AH6W8tw7r0Qao/HEHNR6NpWfUkAXt0PVEZmeMFi1ZFl2QjI/IS6ZNhaQs8llld3D9vB2OfX8KGmlbumbsdtajgrfP6cVbvdN5aXcVtX2/B72pk8Rl2ZjTexNBNZ3CJ+yFGW6pIUgd49Pti/vrdTn7c3YTf0Jn0GQvw1K2iYd4FWBfdhDqpFylTP+Olta0YOp8Wc4yGrucgiFrq7B6agibUSb2j7ico9ajiCzH3vY7m5Y8gKHWI3a7COuITzvmsmou/rME+/G1M/W9HUId1elUZo5BOnc/z2/TMvqAAx/eXEnLVo8+fSvLENwm0ltGy/BEavrkUZ/HnBF0NiNo4zP1uijled8HVfLC5/Xly5ZAcUoyxX2h6pptZdtNIRuYlAGFH47vGdebLywa1/f+QObHQqUSuGprDu+f3Iy9Bz+X9Ell9kZFr/Y+QuOhk+m2/gvlTHfxnUgYVLe6ofbisu2n8+V5sX4zGvGgq/5f2DVnqZn68fhhDO8Xz3JIynvphN1lxWpbdNII0s5obR+QRp1dx5cfr2wKPL07N5JtTrZxcfjX2z0ZwmfdRFEotSnP0TGKFLmlvSbWEoNThN+QjBdz4m8Jl1K6SWRiKzot97T2vwSfGIYgaEBTo8qeizRhB6pSPsAz6PwS1GQBN+jDSZ/6EOrnPEXzSMjJ/LnY2hCuxjkTzMeRtIeRrRdQfe2Yz+1CacvA1HZrpzJYYeo/7yE/SoBBgfeXv+z52LFJoTmZTcy3eYGxDQhkZmXYOK/Px9NNP5+WXX2bo0KHodO2rsaFQiHfffZepU6cetQHKHF221ztweKOX4Z7bL5ML3lvLzob2h8nzS8v4cnMt864aQnmzi4cmdmV1VQs1di95CXp+3N0Uta+8BD019ki9MFEhYPP4ufukLsTrVXSK0zEoJ/xw29HgpNEZPWi9pqoVuyfItcNzuXvONt5ft4flN4/s4KT6WxAKenEWf0LTghvatnlc9Xj2/ETCqCdQJ/XCU7GA2k/Hk3TKyxiLzkcQD74KKIhKzL2vwbV7Fn7rVtxl32HufS3uigX4m7ZE7GvqfW04e0ipI+iqQ19wBq7KRfjr10TsZ+x5Bf6mrVG1KYOuWoKu2t/VDdtvK6fm4zER5Z4ty/6Kc/sHpJ05F6Up63cbi4zMb02Z1cWI5xZTY/MyrUcaX2wKi48/MaUbb6+uZEFxWKvt1mHJFFo/ICR4iBt8H4R8IIg4NzzLudkz+NBoZnl5M5d/tIFd16VR/fEYJL8DTdogTL2vRaEyEmwt5m+jOuNzKDH1uhL7plcjxqKKL0Tf+QyCksBXW+r42/fFLDz3ecTvJkeWfQoKkia+gddUxKxNleSNW4IvBK9vdPHxwlL8wXAg5ZnVbp4742Hi+t2EJAVxSVrskpG7M0TM3hL2NKxHFV+EoetM6madBVJ4YSvoqqNh7vmY+91M3ND70WaORNtpAp7yyPJRMXsCm0LdKW4Mm8gUJhu4eVQ+KjF2xqZOJTIwO44vLxuEwxtAIQikmtQHPUbmz0+SQcP5/bMYmRePsWEBrXNm4N2rpxp01aGoPYfT+90HSdd3ONZt3U3DJ6MidBUDK+4nuPtj6vq/xeMLStq2/29JGZ9trGHpTSN5dFJXPlxX3fZ7uX14MhODHxH64Wn2zWiCZXNpspWScPKrNHx1WluGMQAKFYlj/k3r2v+AoIBRr+BWxGMOWEme/D4g4G/cjL5gGq6SOfjqVkWMW9/lLByaTjxUfw43TLqSLIsGozEBtT4OgPihD2Lucy2EgggqA6IueuKAjMyJSnGjkwS9CqPmsF6JgbChGoBCf2yWXQMozTl4qn4k6LEiahNi7mf3eyl3NjM8JTfmPvt0H9fLuo8UWZLxh4JstFYzKDnnjx6OjMwxzyHfae+55562fwcCATZu3Mj48eMZM2YMSUlJtLa2smzZMhobGznnnHN+k8HKHDnNruji6X0yzOxudEYEHvdRbfPw1upKNtXY2dng4J3z+rOj3kFRqpG3V1cSzWvgqqGduP3rcCBNVAj0zTBzSmEy6/a08sXmWsqbXSy7eVTb/raDiLoDNLv9dE40YNSINDp9PPNzKU9O7fabl2AH3U1Yf7obdXJfBKUGX+MWJL8TdXIfXGXfYO5zPZ6KBQA0/XgH2uxxqGJkN+yP0pRF2vQ5eGqW4dzxEc7SuSRPfANf0xZcu75EUJsx97yCgLOGPe/0hZAfBAX6zmeQcsrLeGpX4i77BkGpx9z7GhS6BPa8HTubIeSLnaV6tJGCARyb34iqM+dv3o67chGm7hf9buORkfktCQRDvL6yghpbWEfOqBGxuvzE6VSkmzVYXX6G5MSxudbOVX0MJIlDsW14Htva/wASgqjF2ONSktQ+npucziVfBPjPpHRalz+I5Hdg6HoeuqzRNC++l6CrDgBVfFfiT34VRVJvUiZ/gKtkNiG/HV32SSh0iYR8rdT7zdw560fs3gAzvhZ587RFWOq/Rdu0FL+xC3E9L+HBxS7uStOQm5bOqP8tbbsmlSgwMNuCKAjcODIflUoDqvDihWXvfwBeV/iazX2upXnZw22Bx/2xrXsWU++rUccXkjzhNfxNW7DtDZgae16BS1/I7B+sTOuRxvn9MxnWKZ6suEPT3krQq0nQn9glXzIdSRGt1P94E9HcnqX1/yCt14VAu8O8z+emZd1z0Q1dGjeS6tlEUUoqBrWIqBDYWG2j1u7l1RUVPDShkBAwrFM82xscXN5LR2jOfzr2Y92GfcPzWGYsx178BZrmNSgTe6PLn4KnZDZi5liCQ1+mRTJR2Dif6kU3ti0WqFMHous8lcRxz+Bv3ISrdB6CUoO+8zSUljxsrbuZ0qsvS+s9DNHGMyAlru28gqhCaZSNEGRkYrGr0XnEJdcBewUIimNazkBpCr+b+K3bETOGx9xva0t48TTPGDtACeHS63UVTiRJ+kNknY4V8k2JKAUFqxsr5eCjjMwhcMjBxxUrVkT8nZqaGnV7fHw833//fUSwUubYoVe6Ker2MfmJzNveEPO4udvqubB/FvN3NnDKy8uYe8VgPL4gb5/Xj+s+24R9r2mCRqng75OLKLM6qbN7uX54Lqd2S2FVRQtKhcDgnHi6p5lINmjQq9oDh3kJegQhrBd5IGatEglYUmqlb4aFxaVWPt1Yzf+dVECG+egHHwOuegKtpbgrvkehtpA+YyG+pi34GjYQP+JxBKUWd+k8Qn4nCk0cCaP/SfOS+5F8dkKuBjiE4COAJAVpXf0vVAldCXms1Hx6MqIuGU36EMx9rsNd+g0tKx7Z74AQrl2fI/kdaLPHhZ1pgz6U5hwkKRjWffJHKYEQFChN2Ufp0/llgp4mHDs/idnu2PoOhoIzUKijfxdlZI5lAo4a/M3b8exZgtKUjTJ9JHua2zMK1+1p5YrBOYzP1TAy0crAQatQBF0EJ51EepyS5u8fw1fbnr0kBT3YN76IoDLQK9HHtxOCZHbKxrqtCoU2EUOXM6mfPSNiDP7mHTR8MZGUcxbTOOtMNKn9UahMtG54AUPBdCz9bqK63tN2X25wBthsj8cUdyEO7Qy0ajVdggZuGiOSZtKiVSp44axe3PbVFu4akcR5XUU0dQvQqyTMopmgOytqxpRCG4+gMiIa0gm0dHQB34evbg3q+EKUhlSUhlS0WWOAsA6VAXj2jAyaXD6WlFp5fWUFYzsnUZhsIE0uoZY5DBS+loOYLAWRbLsgoXPbJq+zCX/JF9H3B5IUVr4/twhP+XcIIR/+ieP5plJNhd2Ov3U3U8QFjOlVSyh1NAk6Py0xnsXu3V9gGHg3irThKBIK8agSaA4kQpfbaGmpJc1XQX7Tp4Q0ZlImvUXrumfxVC4i0LKboK2cuq/PRGnKRpMxAqQATQtvRAq4SZ0+h42768lLTqRL8m9fESIj82diR72DjCN81gRtFSh0SQiKw8+e/K0RNBYUGgs+6za0Bwk+bmmpw6TUkKjVH7S/LikaFm63UWH10SkxtiTUnx21qCTPlMiqxkqu+6MHIyNzHHDId8mFCxf+luOQ+Z1IM2k5q3can22sjdjuD4XQxHCKhHBQ0R8KZ7VIEtw9dxtzrhhCKASfXTKQJpePYEjCqFHy1eYa+mfFsfzmkczaUsdpr0UKnk/vmcbErik8s7iEp0/vSapJQ4pRwxWDc3h1RUWHc/9lTGfeXFVJn3Qz/r0GNxql4vAFSw9CwFFN/TeX4K36cb+tAgmj/oHSko+3ZhnNSx5gX0aFbe3TaLPGkjTxdRrmXgC/YuLh2fMzvvo1+PYroQ74bARad+Nr2Iix2wVRj3OXf4e57/U0L74HQdSQMPpJREM6cUP/SvPPd3XY39T7WsTfsRREEBRh7alY7UpN2L1bRuY4I2CroPaLqfib93OMFNU8fPLHVLZY+H53K1vrHIzPVZNU8xXez+5GIHy3UKx7FFveFMy9r6OxdlWHvu0bnid5wuuIi8+jbqWZ5Elv4mvYjG3ji1HHIgVcuEu+xjL9B5TuSoSQm7ihDyDqU1CojSgVzUDYpOvVc/pwzacbqWhu17ozqEXmXzOUnHg9cTo1Fw/M5pxuOvwb/oNz7r+QACfgXP4gxu6XEj/yMZQH3EeUhgzihz0ULhc9CAeaZexvPOX2B/luRwNnv716PwOZnfTPNPPlZYMPOQtSRqaNX3i+HPh8EgQh5jPLMuhuArYKvD/c2uYgr+IRzh3+JMr0ZGrfuaIt41fgcZxpQ0me9Bb1s8+JmgmscO/BP+dM9tV6qA3ppJ41H83ymfit22gTThHVJJ/8Mkgh1Ik99t4HJAL2CgI7IudJrpLZ3DzyPnQ6/e9uyCcjczwjSRLFjU76Zlh+eeeD4LeVIepTj9KofhsEQUA05+D/Bd3HLc1hvcdfymbMTdIgKmBthfOEDj4CFJqTWCWbzsjIHBK/RfxG5hgm0aDmv2f04tFJXUnQq4CwxtaYvEQuHhBbh29mnwy+3lLX9vd1w/LIsOjIitcRCElc/ME6Lv9oA2e8sYo3VlVx37ztlDe7+duC4g59fbG5Frc/yIZqGwuKw9mWFp2KhyYU8uikrm1GA3kJev47vSf+UIhvttczMj+BNVXhqfk1QzuRYjy6DzspFMS++Y0DAo8AEtaf/w9t2iCal/6VA0u5PFU/4G/cjC7/dERdMoeKd8+SmG3+ps2ozLkx20M+OyiUGLrORKGJRyGqMXW/iORJb7WJ2ov6VBLGPE38kHt/1yxDhS4Jc++rY7ab+9yIQnXwFVUZmWONkM+BdfF9kYFHgKCPwPfn8vdxcUBYj9Do24N3+d0d+nCXziHoqEKdOqBDmxRww97JvuSz0bTgBnTZY/E3bo45Jn/NUkymeAyZQ9Bnj0UVl49CHXZ7TjSoSTdruG5YLn9fsCsi8Ajg9AWZ+tpK9rS628atdezEue5fHc7j2Pom3prlHbYLogpjtwsQ9alo0gZFH6RCdVCDi+pWDzMiAo9h1u6x8Y+Fu/D4o2sUy8jEQqFLQhVfFLVNUOpRWvIitulMaai7X9GxH00c6uRe2Nb++8BeMCZ3pXX+5R0CjL7a5bgrFqDLPbVDf+qUfm0mMvvQ502mZemDBKwHBASCPhq/vxZzv5tRxuXjO8h9wFe/DrNWIQceZWR+JY1OH62eAFlxR152/Xsu8h8uSmMOfut2pCgLIwBBKcS21npyf6HkGsJJIJ0SNayrkE1nulpS2N5aj8Pv/aOHIiNzzHPs5ofLHBY2j596hw+XL4hFpyTdpEF9wIQ0zazl7nEFXDIwG7s3wI+7m3jk+53cNDKPCYXJfLczsvx6cE4cuQl61u0JB/6GdopnSvcUAsEQlS1ucuN1TClK5cst7dmUU7ul8vnGGGVPwFurK5nZJ4OnftjNKYXJJBs1ZFh0XDIwi07xejRKBQ2OsKbS+mobt43O55vt9QRCEr0zTFzQPwuBEAF7NSFPC4JSg0KbhKj75QdmLIKuOmzrn4vZ7tz1BdqMYXj2LO7QZt/6NqnTvkY0Zhzy+VSJ3WO2KU05BN2xy+AVKiNKQwbGrucS8ragUIeF5I1F56HNGosU9CKIKkRDOsIvZCUdbQRBQN/5dOzb3sVXG5n1qs8/DXVK3991PDIyR4OguxFn8adR26SghyTPNrIsCfTPsqApfYvo9lnhe0Xi6KeQpAAE/SAIOHZ8jGv3VxGZ00FnDShElOacNq3HA1EldItpcJUXr+Ptc/uRqA1yeq4X7VgBr6DjzU0+Xl4dvpdaXX5KrS5UCoFgwINy7TMxr7919VNoM0chaiPF5UVdIqIukcTxL1D76cmEvC0R7Uknv3jQjJBFuxoJRBMOBl5fWcFd4zqTEy8vVsgcGi5fgEavkfhTXse96XkM+aeFA4SiGnf590jpYwioUlDtd0yTK0BN4mkkJn5MoGlj23Z9/mk4d3b8zWvSBuKpXkY0TUkAx7b3SBr3LO7SOW3bBLWJ+KEP4qr4npSpH0MoCKIKhSaO2s8nRe1HCnoI2iuRAt7wnMCxJ+p+qviuCIoTO/NIRuZw2Kdzn30EGfYhv5OQu+mYz3wEUJk74Q56CdhKUVk6d2gvsVvxBP3kmg7NRKZLipbFu+wEQxKi4sTVfSyyJBOSJNY2VTE6rePnKiMj044cfPwTUdHs4qYvNjN7Wx2SFDY+uPukAq4a0onkA7IERVHRVs6mU4n4QxJzttZx86g8bh6Vx6srKgiEJC4flE3nJAP/WFjM1O6pXDkkh4FZcWiUAi8sK+ev3+7A6Qvw1NTuzOyXwScbqvEGQtwwIpcHvtkRc6xNLj8mjZJGp6/NJRIgK07P6Hz4dkcDs7fV0yfdzDNn9KS40cnnm2r4+KIBDMuNJ03jwbHtY6w/303IE3bc1qQPJ3nCK6jiuxzeBygFCXmsMZuDrjoEVfQMwpC7EYUm7leJLus6TUAQNUjBjitllsF342vYEPU4dXIfBJWRhDFP0fDdlWTM/CmiXWlMP+Qx/FYojRmkTv0Yb91q7JvfQFAoMfe5FnViT0TDsT9Bk5E5ECnoBSl2Fp6FZt48dzwb91hR2mpjBh9D7iYkKdhWliko9Zh6XUXKaZ9GBCsApIAHc/87aJh7bseOBAWmnpdHlDDvj0KhYFS6n5aVf8e59Q0I+jAqVNzd5UJmXHwTE98pxxcMsbvRBcCKXRVc6K6PeX0hjxUpGOuqQJ3Ui4zzV+Lc9TmeioUoLXmYe12N0pJ70EznapsnZpsnEMIfIzApI3MgNTYPj31fzOsrK5h3YR499Wk0fHvp3qxiEX3BmTgNPXC4QuTtF2vwhyRmflbN/059nbzgFgwVHyKJOuh+PaEV/9fhPILK1DbviIbksyEm98fQ+zpCrbshbRTxhacTaNmF5HdRP+9CCPpAoST1jFkQCsTsK+ix4qn6GVOvq/DWLIuyh4C5zzUIojydl5H5texscCAAGebDD94H7OFy2+Mh81E0ZYEg4mvaFjX4uKWlFhEF2fq4Q+qvS4qGb7e0UlzvoSjtxJVIyTUmoBWVrG6slIOPMjK/gDxb+ZNQa/dwxpurWL+n3fjA4Q1y/7wdqBQKbhudj1KMngGXm6DnppF5XDUkB5VCQBQVnNwlGQmprYznjZn92v6WJIm3Vldyy5ftZUC3fLWFVJOG8/tlctmgbMxakXEFiSzc1dE9EmBc50Q21NgY3yWJOF3k1zAnXs9VQztx0YAslKKAUqFgSE48F/TLRLPXpMa5ez6N86+KOM5bs5SaT08h49yfD8tgRVAZ0WSMxFv9c9R2Xc4pNC+ObqSkyRyFQmM+5HOFfHacu74kaeLrNC24Yb9sIQFjzyvQ552KrtMEvHVr8NWtbjtOldiDxJP+S/PiB/Ds+RFN2pCw8cwxiNKYgdJ4OrpOE0EQUMTI0JKROR5QqE0oTTlhV8so6NIHc1JqEiPz4nHvOANXyayo+2kyRuAun99WrikFXNjWPYOg1BH0tO63p0CJ20y9P5VeQx/CvvKxtiCFoDKQPLFdYiEaIZ+d1qUP4Nz2zn4b/fh3vEFnv437Rt/OXxfVkmrWcP1nm3hqahE+3USIUl4NoM0Zj0ITF/N8giCgsuRi6X8b5t7XIYjqmIHR/RlXkMRD3+2M2tY91YhJI09TZH4ZmyfAPXO28faaKi7pl0x+3VvYNz3dvoMUxFX8CSpnHaFRbwDtz804rZIBWXFMeKecLkmpnJR/P94ANMz382zhBKiKXODzN23FWHQe9k2vRB2LOnUAXr+P3Vk3E8zR0jczCYW/Dlfx5zi2v9e+YyhAoLUEpbkTAVt59L4Se2Df/DrqlH7Ej3ic5mUPtt8HlHqSJ76O0pR7WJ+ZjMyJzs5GJ2kmzRFJFgRs4TmBqD902aU/CkFUozSmh+Uf8qd2aN/cXEu2MQ6VeGifR6dEDRqlwNpy5wkdfBQVCrqYk1nVWPVHD0VG5phHntX/SahsdkcEHvfn8QXFzOyb8YulaxqlgganD6SwXpjDG6TZ7cesUaJXt39Vqm3eqFmNdXYvT/9UQp8MMz3STPTJsJBiVFPviMyW0SoV/GVsZ+rsHvKTDBF9e/1BWjx+VKKCBH04WGXz+HH7gxjVSjRAwFmH9efoQcCgsxpv3drDc3cOhYgbeAd1s5Z00HFSxnVBndQrupC9IJIw8nFEzaELVgdd9bQsexB1Sj8ST/ovICD5nYiGNFyl85D8TlTxhaRO+5KgYw/+lt2IukT8Lbupm3U2IVc9IJAw+p9RXWiPJRRKuRxM5viixe3HGwhi1ijR7b0/KY0ZJIx5KpyxeACarDHhjAJArRRpiB+GaMwi6DhgIqpQYe5zNfVzO5pJ2db/l+RTXsVVHHaKV3S9hPe3evn7zxVcOWAcN06ait5TjlqtRRefh8+Qjk6MPdkPuuojAx374S/5nDOn/B8bGtMRgem90glIAuSfS7xeixTw4C6bi3evMY6gMmDpe9Mh/ZYFQUBQxR5XKCTR6Aw/E5IMarokGRiQZWnT892f/0zredS1fWX+nNQ7vLy7too4nYoHRloIff1C1P0C1T+RQDPeQAbNbj9qUYFCELh9TGe+2FxLcaOT4sZ2DbN/jJ6CUfcMof1kUIKuWhBEVAnd8B+o1YhA3IC/0DR3OpmaRJqHvEWd00K26MOx48MO47FvfAXLoLtoWnBDhzZN5iiU8V3ImPkjojETlTkXQ+FZ+Ft2hYMI5lxEQ/ovLuxZXT78wRBxOpWsCykjsx876h1kWo5U77EchTbhoEaLxxJKcyd8TVuitm1urqFb3KFXJ4kKgc7JWlaXOzl/SNLRGuJxSaE5mVUN0RenZWRk2pGDj38SttY7Yra1egLYvQcX7a9qcfPF5lpeWV5OSJI4t18mI3ITuH/edvIT9fzfuAIKkgxoVSJuf5A9rbFL5UqbXJg0Su6cvZU3z+3HC0vLmLOtjpAEo/MTeWJKN+Zsq+P1lZUkGtTcPjqfUfkJ2L1Bnv25hG93NJCgV/Gv03rgD4X4+4JiSqxu+maYuXd8F7rq3QRaOhrZ7MNTvRRDwbRf/tAOQAq6sW9+jZTJ79Oy8h/4GtaDqMZQcCbGbhfg2P4+yZPfwbb+eZw7P4GQH3XqABLHPYMqIbq4fSxCnmaQQvjq1tAw7yIEUYug1BDyhl/AjUXnIRocBO1VtKx6Ar+tHKU+DVP3izAUnIG3ZiUJY/+NOrnXr75OGRmZ6DQ6vaypauXxBcXU2LyMyI3nrnEFdE7Uo1aKaLPHkXr6FzT9dBeBlmIElQFTr6ux9L+lzQk6EAzx18UObh/7FYk7/oFr9xcQCqBJH0r8iL/RsuIxJJ+9w7klvzOcIaxNxND/NpxZM3ni6bD+3KtrGvlyu403Zg5mTUULn8yuAqq4fHA2Z/fO6KBX1eL2ITiaorrt7j0byUoHN4wo4sbPN5GXqOfm/iqEkk9wFH8QNrMqmI5lwB3Yt71HwvBHOph0HA6VLW4+2VDNG6vCZWqXDcpmRp8MvrpsEI8v2MUbqypx+4P0SDPxn2k9GJwTd8TnlDkxaHb5uHBAFmf0TEfwlyMFY89RcFbw4BolG6tbuXt8F2ZtraPa5uHLywbxt/nFLC6zIioEpnZLpUVMJ3v6AhzL78dbOjvsPp01FjG5H6lnzKJl1T9wbn0HKehFndwHy6C7cBR/StBeCfZKEor/BUP+ieRrjSrb4GtYj69hA8lTPqR5yQNt9xVj90vQ50/B+uOdaLpfjiZjJAZLOgp1HqpD/C3W2T0sLrXy1A+7sbr8TOyazM2j8slL0J/Q+mwyMvvYUe+ga4rxiPoI2I4Ps5l9iOZcPHuWhPXi96tmaPA4qPc4mGzs9qv665KqYc7GVjz+EFrVietjWxSXwmflG2n0OEnSHpsVaTIyxwJy8PFPQs5BxJJVooD+IA+EqhY3U19fwcbq9hfiB7/ZQV6Cnv+c0YNpr6/io/XVzL9mKGM6J6EWBUwaJXZvdJ2iZKOaVJOGkiYXM99Zw0UDsvjwogGoFAqyLFpmvLOaMmvYYbW40ck576zhogGZFCYbeW5JGQDTe6axaHdjRIblrr26j+W390ChS47IRIi43vjCmNd6UAQRv72SgGMPiSe/ENZvlCScu76mftYM4oY+QKC1goSRT5Aw/BEkKYhCbT6szENBHTnZkYKeiJclhS4Zd8WCvVlWYc0zP+Aum0viyS8SN/TBtmCHjIzMkdPq9vP0TyX8fcGutm27Gp18sK6aH64fztBO8YgaC/r8KahTByL5nQiiCoU+NSLzSCkqSNKruWF+M5+Mm0lK4VmAgL9lFwjgqVwUfQCCiBhfxPYh8/j3SifT/CEuGZTNGyvDgbqXzu7NHbO2tAnkA9zx9VZeWV7Bd1cPbdPwdfuCvLd2Dyclixwsn0NUG5ny3Ao8/hDvTEvBO+dUAraytvaWxk2ok3qTMu0LFCojgdYSpJAPhToO0Zjxq/RtIRx4nPDScnY0tC+U/WVWePzzrxnKv07vzl3jCgiEQhjVSlJMx0cWicyxQbxexeDsOM58cxVrr8zCgkAsQ5iGoIWXl1fw0UUDOOut1VhdfgAW7WriqiE5PHBKFyw6FW+sqqSyxc29cxoZlnUXZ5z8IGoRgoIah91PlmQnfuhDGHteRchWir+1lObF9xOwlbadK7D7Q5KG3BtVHkWfPxVD0XkIKFAldCNxzL8Qjen4m4tx7viIui9PBymIp3IB6i7nIo38J0bLoWUlNTq9/GXWVt5b225SU9zo5M3VlSy7aRQ90qLrV8vInCgEQxK7m5ycXHhkGXsBWzmquMPUmv8DUO2VafA1bUObMaxt++aWsGnooThd70/XVC1fhVrYtMfFoNwjC+QezxRZwmX3qxorODXr1wVwZWROJP7wJYqmpibuvPNOhg4dSr9+/bj66qvZtav95e+ee+6ha9euEf+NHj26rT0UCvHss88yatQo+vTpw+WXX055eaR2zrZt27jwwgvp27cvY8eO5bXXXvvdru/3oiDJQIoxeunNRQOySD3Ii9wPuxsjAo/7KLW6WFbWzJjOiQRCEvfP247V5SPdrOHmkblt+6WZNPRKNxGnU2HUiHRPNZFt0ZKboMPuDfD80jLOeXsNy8qt3DVna1vgcX/eWbOHQdlxaJXhr+Qlg7J5dH7H7MaQBLfNb0TX9/ao1yKIWnQ542JeayxCXht+WwVJJz2Hc+fH1HwwjOr3h1I3+xxUcXkYCmegTupB4/wrQfKjNOegsuQddsmzqEtGkz48aps6uQ+CQkHj99cS7eXJ+sPtYQF9GRmZo0adwxsReNyHLxjimk83UO9oN4ZSGlJRxeWjNGVHLXm8ZFA2WqWIu/J7rEvup3nZwzQvfxhBqUM0ZkU9v75gGt+Vw6nvVTK/2Mods7Zy97gC3j+/H9cP70RxgwOlQqBLUmQQY3u9gznb2t2wax1e7vh6KwurQJU2NOq51Ml9UTlLWHRJHlO6JZFQ+0VE4HEfIW8LIXcT9bNnUvVWD/a804/qD4bi3PkJwQNcrQ+GJEl8vaU2IvC4jx0NDmZvrUOjFMmJ15GfaJADjzK/GoUgcN+87QB8XhxAldtRzwxAac5jq83IWb3TeG1leVvgEcLSMY99X8zEV1awu8nF+qpW6h1efi5r5snFdVw+pwmTMkD62qtQfz2A+vf70fDd5XgrF1A/51yaF98TEXgEIOhDLQQQ9SloMka2bU4Y+zSqhCIa519D/dzz2PPeABzb3iXkbaVx/lW4y+ejSuiG0pwLgK/4Q3Adup5YRbM7IvC4D4c3yF2zt2Lz+KMcJSNz4lDe7MIXlMiyHIHTddBH0FV7XBkpCto4FBpLh9LrLdZakjRGzOpf9/xNNauw6ERWlzl/eec/Mek6MxaVlpVy6bWMzEH5w4OP1113HZWVlbzyyit8+umnaLVaLr30UtzucHBlx44dXHvttSxevLjtvy+//LLt+Oeff54PP/yQxx57jI8++ghBELjqqqvw+cKaUs3NzVx22WXk5uby2WefcdNNN/HMM8/w2Wef/RGX+5uRZdHy3TXDSD/Ase3kLkk8PLFrhK7i/tg8AV5dURmz36+31HJu3wwWXjuMW0bl89qKChYUN3LhgCy+vHQgH188gIcnduWMnmk8f2Yvfr5hBEUpRpKNat6Y2ZdO8e0P9YHZcSzaFdshcmlZM30zLehUIjZPAF8wesngpxvr8HeagaIgUjdNobGQNG0265qN/HdxKYt2NbKn5dCCdN661Ui+Vuq+moa3ZkXb9qC9ksb5V2PsdgH2be+iyRiOr3kn3oaNBN3RzXQOBVGXSPKpb6FKiiybVsV3JWXKh4S8tphumlLARdBRfdjnlpGR6ciK8uaYbZtq7DS7Dv1lvVO8jicmdiKh9xWYel6BoXAGqVM+wle/kdTTPkU8QJNWkz4M3ZC/cekX7Qtn3kCI4kYnaqWCh8elck6uja9GbGbOuN1suiaHK/u3L3y8saoSqyv8zCuzuuicpCczJQPtuNdQJfaMOJcqvoiEkX+jedFNZGy8hb+PsaAs+zjqdcSP+gd1X0/HU/VD27agq46GeRfi3c+YZk+rmx92NfLc4lLmbaujotmFJLUvnDS7/Ly5KvZz5o1VlVidsZ20ZWR+CavLT6snXI3x72UN1Hd/BGVqZPBdae6EZ8yH3PxdE+MKkpi1pS5aVwB8v7OBywZnM3tr+z7vTktC/f1k/HXtcwRvzbK2AGE0lOZcFAol3vr1JI79N+qk3ug7TyNgq6B19VNI/r0B+VAA586PaV76V1JP/4LkSW9i6DIdc7+bSD39C7Q543HunkWZ1cWszbW8uaqC4gZHzAqUWVtjX9s3O+ojgq4yMiciO/bKVWUfgeZj0FEFknRclV0LgoBo7oSvcXPE9k3NteQZ4w+rv8LUsO7jiYwgCHS1JMvBRxmZX+APLbtubm4mKyuL6667ji5dwinr119/PdOmTaO4uJgePXqwa9curr/+epKTO7qI+Xw+Xn/9de68807GjBkDwNNPP82oUaOYP38+U6ZM4eOPP0atVvPQQw+hVCrp3Lkz5eXlvPLKK5x11lm/6/X+lgiCQO90MytuHkVFi5s6u5eCJAPpJg1JBxHsFwQJ5UG0f7omGxicE8fsrfX4gyEW7Wri/+ZsoyjFyKeXDOTUV5ZT2eLZb38j864aAgi8vbqSB04uxKQNl2gXJhtRCOHsxWgoRYFhneKZXJRCboKOTvE6ypujBw9XNqjYories6fcjMK+E5U2Hn1SATO/qmHejvYXg9wEHd9dPYyCpNj6G0FXA87dX6FKKIoZ8Gte/ijazFFoi4bQMPcCQp4m9AVnkTjuPygPc8VTZe5E2vS5BB3VBOzlKE1ZiMYslIY0vA0bDn5wNOMbGRmZw0YlHnwt7tdUGWslN7m2b6hfcF2E7qK+4ExEXRIpUz5C8jvxOapRxnXBr0qi8LkdtHgiAwl2bwA8jXhX/A9p+5ttq4V6QcF9g58kTjuYp5Y2IAoCir0DjNMqeevcfiwobmTuNhePnfwh8c5tBB17EA3pBN0NNHx7OSF3AyH3j6SPknBHcaVWmnMJuRsJOjpmTwFYf7obdUp/yl0GJry8nFKrq60tyaBmwbXD6JVubvvsDvacERXCr/p8ZWQOZP+vl8sXZNxbFTx76jMM6+8FRxlpqbkIhkz6vrCDimY3Ian9ezexawqDs+Nw+4N8udd0RqtUMDo/kS82h0sRZ/bNIMOxGLfHGnFeyWcn5G5AnToAX92aDuOKH/k4DQuuxVv5AwptAnFDH0CbOZKaj8dGvQ5v9RKkkJ/6uee3uVojqkka/zxOn8TFH6zj7N7prKho4YqPN/Dv03twycAs4nSRGdiqg/zeFIL8e5OR2dEQ/p0fSaZ9u9P18ZP5CKAy5+EqnUMo6EMhqnEFfey2N3J2bu/D6q9rmpZVy5tocvhJNKqO8miPH4osKcyu2oYkSb9amkZG5kThD818jI+P59///ndb4LGxsZHXXnuNtLQ0CgoKKCsrw+v10rlz56jHb9++HafTydCh7avbZrOZ7t27s2pV2KVz9erVDBo0CKWyPc46dOhQSktLaWqKnYV3vJIVp2N4bgLTe6XTK9180MAjgEmj4rrhnWK0Kfnbqd2Yv6ORr7fUMmtrHSd1SeTLywZhdfm44+stzOiTEXHMjgYH1362EU8gxFm9M7jykw1c8sE6nltcitXpY1JR9NXB3ulmzuiZhtsf5KMN1dw3bzv3ndyFp0/vwYFz6NwEHQ0OHw8urKXny1WM+jqOnxxFDHm1hHk7Il8MyqxuLnhvLY1OL7EIBT3o86bgqfop5j6++nUYCqZj2/RqW4DStesznMWfRWT4/FqUhlQ0qf0wFJyBJnUgSkMaAKIuCdGQHvUYQW1G3LufjIzM0WFgdlyHe80+BufEkag/uKPs/gTs5TR9f00HwxfXrs/x20ppcfv4vDqdzdoJ3L1MxRMr3NQ7IjP/DGqReJ2aQcoNeLe/GXkCKURoxV+4qqeETiVy/fBc4nQqrE4fjS4/987dxjtrKvEFQ6hCTurnXUDzysdp+OZimhbeSNDVnhXlaq0h0PmiDtegiivA17gx5jX6rVvx+9xc8uG6iMAjQKPTx9TXVrKnNbx4FK9Xc+3w3Jh9XT+8E/G/4vOVkTmQFKOG5P2kZ+zeAJd9WUWv1xuZ9n0KNmNvJF06vdItAHyzvZ7rR+Qy54ohdE028PmmGhaXWrllVB4vnd2bk7skc847qzmndwbvXdCf8/ulI9T8GPXc1sX3ET/0QfQ9r0IQw1lUSks+KVM/xtewCW/lDwCEPFasP9xGoGV32GAqBoHmYkTtfpIuQR+N31+LKWMgKytauO3rLZzfPxNRELjtqy3sbnJ16OO0HrHnCGf2TPtV9zMZmT8jOxocZFm0bQt3h0PAXoFCbUJQ6Y/iyH57lJY8CAXazDu3tdQTQiLX9Ov0HvdRmKJFgBM++7EoLhWr10WJ/c8XX5CROVocM4YzDzzwQFuW4gsvvIBer2fnzp0IgsBbb73FTz/9hEKhYMyYMdx6662YTCZqa8Mr0unpkUGalJQUampqAKitraWwsLBDO0B1dTWJidE1+8aPHx9zrDU1NR3Oebzh8gWoc/jw+IP0y7QwpnMCP+62kmnRct2wXIpSjWTHaVlR2cLLK8op2Tu53VBtoyDJwCvn9OGMN1Zx7bBc/v1jSUTf83c20ODw0TPNxMTCZL7d2cD6ahslTU7uGlvAivIWmvaWCKaaNNw6Ko+JXVMY+dwSbPtl/vxcYuW8fpncd3KXNv1HtajgpbN7c/vXYa2SkBR+0Y3Tq6NqSQKsqmyh0ekjyRA9ECsIShSaOJTGjKjtAKIxE4kQpu4XYex2Ps6dn+La9SW2tU9jKDgTpfHoBgNFQwbJE9+k9ssp7dkPAIKC5AmvozS0jzXobSXkbkQK+VGozQe9Dpljgz/7/eV4JM2k4V+n9+C2ryJ1kIwakZfO7k2i4dBe1iVJwrb59Zjtjk2vsrxoLBd9sgO9WmTRtcO5+tP1EfsIAjw5tTsqfxOa7c8SqyBZX/IWt4+6iXEFidg8fv63tIy/fttu0rWt3sFDI7qSPPENhL1rjd7Gzaji8lGoDCAocGpTKJUmkZn0Hv7GTW3HBt2NaLJGdzjnPhS6ZHwhgaVl0cvVK1vc1Nq8ZO7V0zq5SzJDcuJYUdESsd/QTvGcVHBkgv8y7fzZ7i2tbj8NTh/+YAiLVkVGjBLJDLOWt8/rx9TXVhLcr7wiGJJ46rQepJm0KEUFT07txpJSK3O21vHzjSM4+aVlNOwX+F9W3sxp3VO5c2xnNtc66Jlu4sYvNmPRKnm1S3SXacnvoHn5I3hGvkdizxtQSF7UGjMKhWKvadwBKFQgKGK60St0SYR8YR1uVVIvzL2vRtQlIwSd/G9qDnfPr2b+jgbGdE5kQXFY7uDlGX0isrezLFpuG53P0z9Fzs+SjWoem1yEUXPMTP9ljiP+TPeXHfWOtufT4XK8OV3vQzRkIIgafA0bUSf2YHNzLQZRTYr28AxjjFqRrHg1q0qdTOwRd3QHexxRZAl/F5Y3VNDZLM9rZGSicczMPi655BJmzpzJBx98wA033MD7779PcXExCoWCzMxMXnzxRcrLy3niiSfYuXMnb731VpsupFod+VKo0WhobW0FwOPxRG0H8HpjZ8P9malqcfPAN9t5f90e/EGJDLOGTy4eiMMbQBAE7pm7jTXfhD+/HmkmnpjSnReWlrFwV1jjcFejk+VlzYzKS+ygy5iboEMUBFo94czICwdkM71XOp9tquHD9dX8Y0oRC64dxqcbqymzurh8cA5rq1q4e862iMDjPj5Yt4f51wxlbGcrfTMsXDOsE2kmNe9dMIBnfiphR4ODYZ3iMagPXobs8gVjtomGNHyNW9DlnIxt/f+ivhBYBtyOddGteGtXIKgMmHpcStKEV2haeDNIsfs+XARBQJMxjMwL12Hf8CLe+rWoErtj6XsjSkseghj+6fpbS2hadCvusm8BCdGYReKYf6HNOQlRYznq45KR+bNi1Ci5ZGAWwzrF85+fSqhocXNSQRKXDMomN/5XZDVIQYK28pjNQVcdakX4HuPyBbnt6818evEgnltSyqrKFopSjFzQP4tdjU5yzMqILMUDET17uH18NvEmHcUNDh76rj3wqBDgy3M7oS15i8bNzyP5ncQNfRBRl4j157sJuRtAENEVnEly779iOPULHOULUZa8C4ISV/7l6NN7wYrHINgx/GkZcDt1gbiDfhQt7nZduUyLlk8vGcSS0iZeWh7+fK4Z2omReYkxA0oyJza7G53c+MUmvtvZgCRBdpyOZ8/owbiCJMzayNI+hUJgTH4iG+4Yw/NLylhf3UqvNDM3jswjP0GPcm9grjDZyJrbRrG2qpUnFu2KCDzuY9bWOm4amcf7F/Rj3Z5WVlW2ICoE3CfNQL3p6Q5zBIUmnviTXqJ5xb00l34FUhCFPoW4oQ9hGXQXrauejNjfU7kIXe6puEvndDi3aMhACnqRAi4MXc9F12kCLcsfbTOymZQ1lpEXP8nzmyXidOHPoKrVE85y3i/4GK9Xc8/4LpzeI5X//FxKo8PHtB6pnN0ng9yE4ytLS0bmt2B7vYNTjtTp2l6OqD9+Aq77EBQKlJY8fI2bgPPYZK0h15RwRFmgXdO0rCx1EAxJiAeRffgzY1FryTbEsbKhggs69/+jhyMjc0xyzAQfCwoKAHj00UdZv3497777Lo8//jiXXnopZnNYN6qwsJDk5GRmzpzJpk2b0GrDLyw+n6/t3xAOKup04dUsrVbbZj6zfzuAXh97ArZgwYKYbQdb+TvWqXd4ueC9tfxc2l6eXG3zMup/S1h162hG/28Jzv0CdVtq7Zz/3hq+umwwS8useALhSfcXm2u5bFB2W4bBuX0zuHBAFjsbnARCIQRBoG9mHNd8upHcBB3XDculc6Keyz/aiM3r5+aRuZzVuzPjXljGyzN6M7+4IeaYfy6x8va5fTFqVW2T7d46NS+c1RuXP4BBraTU6kIQIFoFtEapOGhJnyAIKM3ZNC+5n6ST/kfTD7chBdt1LI3dLkKTOpCmBdcBIPmd2Nb/D2P3i4gb+iCCKrae5JGgUGpRJ3QlYfSThAJOBKU+wlk3YK+i9rOJBPYLdAQdVdTPmUnq9LnoO538m4xL5sj5s95fjnfidGoG56h5fWZfPIEgJrUS8Re0IA9EUCjR5J6Kq2RW1HZF6jBW1rQvtOzLHHxyaneqWt3sqHeypcZOQbKB51fXcVvacIIlX0TtS5MzkXhT+Pm4qrIl4v5309BU+jS+hHvbK+F904eiUBmw/nh7+05SEHfxJ6ibd+AY/ylfOEdTq+pBIASff2OjS3wDL5z0MfxwQUSZqKHrTIzdLqTZq0SnEnH7oy/AZMVFZpVkWrSc0zeTU/fKb5i0J6421G/Fn+XeUtniZtwLS6lq9URsm/7mar6/ZhgndekYNNCqRLqnmnh6WnecviB6lRK1Mvz7rbN7qWhxs2FPK5kWLT3TTZz/3tqY5/9g3R7GFSTy2aZwhU0wJPHoMjePjXkLfr4qYo6QMOldmr67lEBTu4FDyFWPdeH1JIz5F5q0QXhrV7W12Te/TsqUDwk46/DXr27bLhrSSZ7wKo0Lb0I0pGMomE79nHOB9h+2r+oHdNbTuGvqQk55N7wgPKlrCnpVxwXYJIOaMZ2TGJwThy8gYdIoUZygQQGZo8Of5f5i8/iptXvJPoLMR0kKErBXoU7ue/QG9juitOThqfyBQDDA1tY6Tk7vckT9FaVp+X6bjZ11HrqlH1lG6fFMkSWF5fVlf/QwZGSOWf7Q4GNTUxPLli3j1FNPRRTDEyeFQkHnzp2pr69HEIS2wOM+9pVQ19bWtqX319fXk5OT07ZPfX09RUVFAKSlpVFfXx/Rx76/U1OPL4Hgw8EfDGLzBNEoFRg1SqpbPRGBx32cUpjMW6sqIwKP7X1IvLOmihl9MnhnTRUQzqrpn2nhXz+VcN3wTqSbtJz++soIM5mrhuTwjynduHvONv5vzjZmXzGYqlY3VpefzzfV0eDw0+L2oxEVCOw/vY7E5Q9yzrtr6Zdh5qGJXUneq2OpVipQK8PBuFSjhgv7Z7WND6AgycB5PUyM6xxHhungJZNKQzoKfTKO4k9JnvwuIXcjIb8TVVwBQU8ztvXPdTjGse19Mi9YjaiNO2jfoYAHye9AUBlQKA/+QA557UghH4LaguRvBUGJqLEgih3P4a1fHxF43B/rT3ehPusblMdhOYiMzB+NViWijfIyv48D76sH4kkei6hP7Zi1KIj4e93D829H6gEJQKvDyc/bSli+x0OnpEQe/HY7O+qdXH/ZnSjKZqFJHYg2cxRSyI+7dC6CNgFFzmQCriZEXXvGQqJezUV94rlrmBlhTSMBhRJCAUw9L6d5yYPRr6dxI4HmUrql9uTBb3e0ZaGXNMFlATP/OOlHCjU1NDbXo0nqhTEpC6UhiXR1kDvHdeaR73Z26PO8vpmkxhDyl4OOMtFocfsJSRIJejWrK1siAo/7c+fsrXxz1ZC2ucCBqESROF3777eqxc3Zb61iZWVr27b3Luh30ECcRqnAoFay/x7vb7TS4sng4VMWY/GWIAZdGNP64XLVEGjajEKfgqHgTBQaC/7WMkSNmZDfRdyQB6mbdSaEwpnAUsCFvXoVrhFvk6hopqVuGyFdOntIR/A2EGjdjWXQ3bSue4ZoM6Ogqw5941JERScS9CrO6p2OIAgEPS1ACIUmPsLsQCO5UeNDIA6QzepkZHbUhxfTcuIPP0gWdNZAKHDcmc3sQ2XJx106j9Lq1XiCfvIPU+9xH50SNWhVAqvLHCd08LFbXArPb1uKO+BHp5TnOjIyB/KHGs7U19dzxx13sHLlyrZtfr+frVu30rlzZ+644w6uuOKKiGM2bQprUhUUFFBUVITRaGTFinZ3Y5vNxtatWxk4cCAAgwYNYs2aNQSD7UG1ZcuWkZeXF1Pv8c9AMCSxq9HJvXO3M+Hl5Zz7zhp+3N2IK0aGSvdUE6urWmL2t6qyhW4p7VogM/tmYNSI3DC8E6cUpvDgtzs6uFi/sqKCeJ2K3ITwQ+gvs7by4YUDGF+QRLcUIxtrbLw+sy9qUdGWCRONkXkJrK1q5YVl5SzaFV3E16JT8cSUbtw7voAEvYrPZ+bw7cR6rvX8H102XIxn03NtrnTRUGjMxA/9K9r04TR8eznWJfdj3/Qq3voNSH4Hjq1vdzxIChIKxBZXDvmd+Bo20bTgemo/n0zj99fjbdhAyNfxmICrHlfJXOpmnUXtF1NoWfFY+NiFN+Hc9SUBZ22HYzxVP8Q8t79pM1IgugamjIzM4REIhtjV6Gi/r74bvq9anb6IfR5a4sQ9fjaq7AmwN3yhSuwJE+Zw18/+iHLk+8dmky6V4Vv2F8aXXcV9ume4urCZoRkq7N4ADy0LkHLeGnS5E3FXLsLXsJGkiW9g7n0tzoWXU/fVabSuf54pnQL859Qslp2r5C/i3wkuuhhRl0DatK/QpA9DoTYTdHW8j+xDaN7AS8vKef+C/ozMa38JcQYFakMpXLQojvHz0uj3ei3WQDjbW6sSuWF4Lv86vXubgYVRI/J/JxXw1Ond2zLVZWQORnWrh3fXVDH1tRVMfnUFc7fV8f3O2NUQ6/a04vZH10s8EJcvwAPfbI8IPALM3VbPmT1jl0tOKkpBIcCVQ3Iits/d2cKgV8sZ/rmO2a6hfFdjwFm7lrihD5I46kkCtlLcZd+iNKZjLDofX+NmXKWzSZ32Fdqs0Si0CWiG/I01+jO5/8cWKoQunPRNBgPfDzD6jVL+tUGLcNJHqFP6RnXP3keg8ntm9E5n8Q0jyFK34tjxEXVfn0HtF1OxbXiBgL2SoKsBV/l86mbPpPaLybSseAx/a+kRmeTJyPwZ2N4Q1lTNjjv8IFmgNbz4f7wGH0VTNoKopmHPClSCSJYh7sj6UwgUpmhZUXpim850s6QSkEKsa9rzRw9FRuaY5A/NfCwqKmLkyJE8/PDDPPbYY5jNZl588UVsNhuXXnopO3bs4LrrruOFF15gypQplJaW8sgjjzB16tQ2B+wLL7yQp556ioSEBDIzM/nnP/9JWloap5xyCgBnnXUWr776Kvfddx9XXnklGzdu5K233uLhhx/+Iy/9N2dzrY0Rzy1p0zpcB8zdXs+94wu4ZlgnXloWmTHX5PKRYY6tu5Vh1raZxHRLNdIr3cKw/y7h1tH59EwzxTzu9ZUVnN8vi8cXFLO93sE/f9jF2+f3JSTB5lo7f1+wi/XVrXx00QCWljXTvN9LOcBlg7JZVtbcpi3594XFjCtIjJrxkGbW8tcJhdw1zILzh+vwlM1jX96EtW4Nrev+S/qMhajM0d29lYZU4gbfjannJUgBD4JShxT0UfVmt5jXp1BFF2eWQkE8lT9QN+usNn0oX8N6nNvfJ2XqR+jzprbpNgZdDVh/ugvn9vfbjvfVr8W+6RVSJr1J3ayz0WWPJ/GUF1DuN8lRWfJjj0ubiCAcM6oKMjJ/CrbU2SPvq3vCQYy/Tijk1lH5WHQqlGI4Y2rYm5V8fv5/yervQimEqPJquPDzSkqaWtr6G54bx509G6l9/7R27diG9fh2f8pfRr1MeUtnbh9iwjrrjDbNt6STX6T55//Ds2dxWz++utUoLc9x1anvUvvhZLx7s6V8DetxbH+f5FPfAyQEUYMUjK51LOmzWF7ezOLSJq4c0onHTi1CAH4qaeKmLza1ZaEVpRgjtOWSjRpuHpnP2b0zcPuDaJUK0kwa1Eo5w0rml6lu9TDj7dUsK283Lnpk/k4mdY29IJliVHOoagh1di/vr+v4Evjpxhq+umwwC3Y1UGOL/E2c2SudbXV27pm7nS8uHciovIQOFSOJejXdUkz0yTChbxmOp/hjGpY/0tbua1iPfdOrpEx+l4b5V+PY8iYp079hnS2exxY38+3OsBHMOX0zqHd48e6VtHl2RSOLKuL5akYqoiGj7Xd/IKr4ztzWPx9dsJGGeZdELEZa61YjBTwEWndj3/RK+5jq12Fb/zwZ5/6MKr4wSq8yMicG2+ocpBo16A5S4fBLBOwVCEo9gjr2O9CxjKBQojTnomjaQk7cKSgVR56P1DVNx2drrdjcQcy6E3MOkG9KQCsqWd5QxvDU3D96ODIyxxx/aOajIAj85z//YejQodx6663MmDGD1tZW3nvvPTIyMhg3bhzPPPMM3333Haeddhr33XcfEyZM4PHHH2/r4+abb+bss8/m/vvv57zzzkMURV577bU2k5nExEReffVVSktLmT59Os899xx33XUX06dP/6Mu+zenyenjus82RjVZeXzBLs7omcaB1UZzt9VzxQEr/Ptz9dAcdjY4+fvkIh6ZWMSVH68H4D8/ldApXocyRvlSrd1Lgr49++WGEXmkm3VkWnR4/EF+KmnC5glw21dbeO+C/tw+Jp+B2RYmdU3m44sGUJhs4MkfdkX05w/GXrVXiSIq2w48ZfM6tAXtldg2vIgU9Ec5MowgqlCaclDFF6I0ZSOoTKgSe0TdV53cF1GXHLUt6Kym4bsro5jXSDTOv5qAq6Zti99WHhF43EfI3YB9y1sYCs/BVTobv3VHRLsud2LYNTMKlv63IhqOrgO3jMyJzMHuq4/O39m2OANw+eAcAqEQzQEthf8rIf+5MuaVhXhkYlcmd0thYLaFu08qYN6F+bQsvCGqaVVo2a08eUo6CXs+aAtAKM2dkKRQROBxH4HW3bh2fow256SI7VLATcvyRyAUwlAYxXkXENQmrJpCqm0e6h0+Hl9QzLM/l/LSsjIe+GZHRPnrveO7dCinFhUC2XE6CpON5MTr5cCjzCGzuLQpIvAI4UqLwTlxMecVd44tIN10aCZFnkAo6pzBGwhx7WcbmHPFEP4xpRuDsuM4qSCJV2b0ZmznRO7/Jvy8Pf+9dfzr9B78d3pPLhuUzeWDs/nbqUU8dmoR/zdnK8EQKDVmbBue73AOye+gZdU/Mfe8AinoxbrwekqsHr7d2R7I/HpzHef0yYg4blONnXO+aCDY49boFyUoMBWdh0mrwle3tkMVhCBqUcV3iQg87iPkbaZp8X1tbtoyMici2+sdZMcdmdGZ31aOaEiJkDg43lDGdSbNU0mB8egYVHZL1xKSYG3FiZv9qFSIdLWksKw+tvGgjMyJzB+eGmUymXjooYd46KGHorZPnDiRiRMnxjxeFEXuvPNO7rzzzpj79O7dm48++uhIh3rc0Oz2s7y8JWZ7udXFoOx4VlQ0o1UqeGhiV0bnJ2DRKnlyalijcV8JtSDA/40twKhWUphs4JMNNazdE1m+tLqyhR5pJjZU2zqca1B2HFvrwpPcO8bkM7xTuJzPGwjy2srKtv221zuY8toKTu6SzLjOSahEAavLxz1zt0f0N6xTPCZN+4utv6UEf2spAVsZqviuqOK6YN/8asxrd257F0u/m1AaM2Lusz9KQwqpUz+m9ovJEfqKSks+KVM+QNTHCD66Ggh5opeIh7wthFz1YMoOj2lH7O+mc/eXJE94DcfWt7Bvfh1t5qi2iY5oyiL19C+onz0josRa33kaxh6XICjkAICMzOFS1eKmxOqiotlNYbIBs0bZ4b4qCPDXsamcU6jEVP0lzhYL6qSe5FmS+fySQXy1pb3M+dH5xSQZ1Fw3PJcLiwS07jKkPTUkjPoHAWc1LcseIuRtv7dKARcZWictJR+ybwlDmz0OV8nsmGN27f4Kc++r8VREmgL4GtaDAPqCM/C37MJbs6z9GtRmpPGfccs3kZldJ3dJ4rWVkVIVVw/txISu0e95MjK/FrvX3+Z8vj+SBP9bUsZr5/Thmk83thndAZzdO50LBmQesnGKSaMkxaimPoqrdZnVjT8Y4vx+GfiCIertXh6ZX0xlS/vz1O0PUm+t4/KuEhclbIeQD2XKAL6vaKJ7qgkkCUfVkpjn91YvwdL/FgD81m30GRy5IPnRhj18fNFAyqyuiOzK4gYn+vyp0LIa57Z32g8Q1aRMehulKYtQwINt48sdzqlO6Rd1gaLtmkpmEfJYURynGVsyMkfKtjp7+Pd7BARtZYi647Pkeh92XSYaKUAvxdEJFsbplaRbVKwodTC2q/mXD/iT0t2SyqLaXUiSdFwHp2Vkfgv+8OCjzO+PQhD47JKBbKuzk2RUs2hXIwuKG3nou52c0yeDry8fTHGDE61Kwci8RNSiQNcnFsXsT1QoMKo7BrpUosDdJxVQ1uzizrEFpJo07RpgUZIXJQnm72xg/s4GOsXruGd8ATeMyEWlUPBTSRMbamz8dUJhm1mBt3ETdV+dQdDeHsQ09bvtoNcuxbS1iY0qvgvp5/yAv6WUQOtuVHEFKC15Bw9gKvWY+92CFPTgKplN0BFZ9nXImkuSxD7NuAOtvBWiBm32WDIv2oCvaTMhjxVNSn9EQxqirqMTqIyMzKGxtc7OxJeXs2e/jL85VwzmrB5J9EpRUmkP8dGmJl6emsGwlhcJzXkdB+AABFFD0sS3yLeMQquMLC5I0Ku4uHMrqm/PIuCqY9/yhDqlH8mT3qZ+znlIAVfb/lGnrAe7dxykTTSkIYWCJJ/6NiGPFV/DRoLaFLa6M7h1rpXVexxt+6YY1UwqSmFi12TW7bHh9AUYmB1HmklDvP7g5l0yMoeMFPsrO297PakmNRvuGMO2egfNbj8DsiykmzQkGqIbzUQjw6zlsVOLuPqTjR3aBmdbyInX4/QFeGV5RUTQcR9fntuJEdICat//C4T2udQLjOh/K+Mm3cCFn2/k+R6BDsfF5IAL9gclLnh/LT9dP5zyZjfFjU6SDWridSpq/Xq6j/4ncQP/grduDQq1CXVyb0RDOgqlllDAiy53Eqq4zrgrFuK3bt3/RAcfxqGPWEbmT4U/GGJ3k4tJB9Ga/yUkKUTAXokuRmXU8cKuoJpOKMnz7iG6IMuvpyhNy8pSByFJajPCO9HoHp/KB6XrKHc0k3uERj4yMn825ODjn5B4nYrBOXGsrGiJ2t49zYTLH2BYbjwPfbuDobkJnP3WagA+WLeHD9btITtOh6iAFKMGq8vH6PxEfiqJnsnXJ8NMzzQTj83fydK95VM90kw8fmoRX2yu5ZQuySQZ1BHmAxqVyNVDOzF7a13UPi8akEWWRcfH62vwBkLM6JPO2+f3Iz9BD4C/tYz62TMjAo8Arh0fkDDmnzh3fhK1X2PRBSgOIzCnNGaiNGZC1shf3Ddgq8BT/i3e2hUoVEbih/2VkM+O9ae7QAqi0FgQ93OhNnSdgW3dM1H7MnSehrviewBMPS/rsIKmENUoLLmoLLm/+ppkZGQ6Ut3qYeprKyICj+PzLQywNNEr5xMUDSsJmfK5//Lr0YcacKx4PeJ4KeilYd75BKYsZXhuOv/6saSt7b8TE1EtPK2DC7avfh32Ta9i6nFpW/mmoNRhk8xoCs8jsOYJADyVP2AZdCfuKLISAPrOp+Mu/77DdnVyX35uMDNrt5+rhsbTOTETU0o/nN4AnooWWr3t9/aTuiTxv+m9yN17r81LNPyKT09G5tAxaVVcPbQTP+yOPrfomWamc6KBLsnRtZUPBYVCYHrPsATJffO20+DwoRIFzuubyaOnFuENBKlscXNOn8jfKoSD8OPTXdR/cusBvUrY1j5NcsYwrh06jKAudjBUkz4MX/16AFTxRWyydpx2KwQotbq56P21ZFq0tHoCNDp9mLVKNtw+hk6J3VAnRmpPBxzVeKp+wlX8KRCeH4j6FBoX3oivfh2WgX/BtvY/Uceky5uMqImP/aHJyPyJ2dXoJBCS6HQEZjNBZy1S0Hfcms3so9TRjEadRGbzVrwcHTmyonQdi3bY2VXvoTD1xHS97hEX/l4sqS+Tg48yMgcgBx//hCQa1Lx4Vm9GPLcE9wHu1jeNzOO9tVW8tbqKlTePotnt58MoYuz7MgCeW1zKo5O68sApXZj+ZgsOb2R/Vw3J4Zvt9by/bg+fXDQAo0ZJWbOLkiYXt329hZImF3/7vpi7TyrgrnGdMahFamxhcfUeqUZG5yfwU0lkuV9ugo5TCpMZ+8LStiSBJWVWXltZyffXDiMnTkfQVU+gZRcHEnTVEvI0o805BU/F/Ig20ZiJuc/1KMTDz9yRggGCrpq9hjRaRENGRHmz31ZOzcfjCDqq2ra5K75HXzCd+OGP0LzkfpJOfgmloT1rUmXJw1A4E+fOyPJrhS4JU8/LqJs1A13uJNQJsY1vZGRkjg7VNg9l1vYMqC5JBl4eL+H6bEi7WUvtSij+EPXop9DnT+1YCi2F0FZ8ijvues7unc6nG2swqEVyVQ0xHaddpXNImfpxW/DRNPoZ3t/p5cLul6Es/pCArZyArQxBUKJJHxZROg2gNOehK5yJ7aMREdsFUYt34L+5+tM9lDe7eX5pOZ9fOojJRSkYNEpO6pLEj9cPp8XjR6lQkKRXEbc3u9HmCdDk8hEMSVi0yqhGX7EIOGuQfE4QVYi6ZBQq/SEfK3PiMDo/kUHZFlYd4EZdmGxgRp+MQy6vjkYoJFFt8+D2B5nSLZUJhck4fWFTpFSThnqHj5HPLaHe4WHd7WP5dGMN5c3tv/2Hx+fg3PREzP5ta57G3Ksr66w6BvW9He/6f0e0CyoDcYPuovH7a0FUox/7PI9+2Nyhn8dP7caC4gbeOzODbGMIX0jJqxvdvLehkV1NTjK1DiSvDRRKRF0iIZ+Nutnn4Ktd1daHZ8/PqFP6kzT+eRrmXYS/ZRfGHpfj2BK5OKLQxJEw8u8oNCduSaTMic22+nCWf078EThd249vp2sIV4LtsjeRqc9C1bIGwe9EUh35YmNeogaNUmBlqfOEDT5a1DpyDHEsrS/lgs79/+jhyMgcU8jBxz8pPdNMrL99NP9bUsYPu5tINWm4cEAWJU1OHv5uJwClVhcWnYqtdY6Y/VS1elhZ2UK8TsXSm0by/JIylpY1k2xUc0H/LGpsHu6bF9ZlbHT5+PvCXczbXt+hn38s3MV5/TL5cP0e/ru4FIc3SKd4LR9dNJCdDQ6eX1qONxDiwgGZTChMZsLLyzuUY+1qdPLmykruG19AyGPtcI59WH+6k4zzV+Jr3Ixt/XNIATeGwnMwdD0HlTm2qc4vEXDW4djyJq1r/kXI24JCE49l0J2Yul+MqE8hFPDSuvpfEYHHfbh2fYGx+8VkXLAalSWvzekaQNQlkzjmKQyFZ2Nb9ywhnw1dpwnoOk3AtukVkia8gjZzFKLh+J3kyMgcLzQ5I7XhHhkTj3LZhQSiuEQ3L7mP5MkfRNVh1LhKmFNdy6i8BE4pTOa7nQ0ofcWxTyyFQBDRF5yBacBfeGSFxLr6FhL0KZxx2tf4dn2Cq2Q2ju3vkzDmKXxN23Fsfhkp4EVfdCGhnKl8W+Gj/6TZqLY9S8hZjZQyHHfnK7hmXmtbUCUkwaUfrmf97WPaXr7SzFrSzJHi+7sandzx9RbmbKsjJIUz3P93Zi/6Z1rQHsQhNOhtxbPnZ6w//oVAawkoVBiLzid+2IMo9+rcysjsI8Oi5fNLBzN/Zz0vLisnGJK4dFA2p/dII/sIMpMaHV4+21TDQ9/tpM7uxagRuX54HreMyiPdrMXjD/KPhcVU28IZzpd8sI5ZVwzmq821fL6pFo1SwakFRoJLOj7P9xF01pCsC9EqJPB58wwmjR+NfudzSO561FmjMXY5E9uGF1HlnoYn/yqe26bivfOzeObnEjbU2ChKNnH7mHyqG2uZmr8Zce2DYQddUcPDXS7gnutvI0HaTu1nt+Bv2hw2mul7I5qknhGBx3346tcSdNaSNPFNdJmjQKnBUDCN1jX/JuRpRpd3Kqael6M05x725yojc7yztc6OWaMkXhfdsPFQCLSWISi1CJqjY9TyR2D1umn1uxFSCxFaVqNu3oI3ZfAR96sUBQpTtawodXDh0BNXAqp7XCpL6kr/6GHIyBxzyMHHPylKUUGXZCNn9U7DolPS7PJz1+yt1NnbX6Br7R7qbF76Z1k6uE3uo3+WhfXVNt5eXcW/TutOXoKeZKOaVneA++Zto8bW3l+WRcc3OzoGHvcxb3s95VZ3W/ZkebOHoc8u5tUZffj68kEAmNRKzn9/bUS/+/PGqgquGppDgikr5nkkJBAUGLvOQNfp5HCpszYBQTh8c/eQz0Hryr9HOFqGvM00L76XoKuB+GEPEvK04Nj+Xsw+3KXzSBr/XNQ2QW3G37wLdeoAFEo9oYAHT+UiVKYsfI1b0XeKbbokIyNz9Mg+IBuie5yfQEv0oKEU9BLyNKHQWCLMYgCcSaPZttPJB+tr6BSvY0bvDPSJhbii9hR2nBbju+Ib+gLfVnsZlA/T+2lJDZZS/8FoNGmD0eedihT00fjdlSi0CWjGvYHJEIdKn8jXW2r5qcrFTlMuySlPMDLHwMOLqvl0QVUHt98Wt596hzdm5kd5s4sxzy+JuA9vqLYx5vmlrL5lFH0yY79weauXUv/1me0bQn4cW9/CW7+WtOmzURrSYx4rc2KSadFy6aAcTu+ehkRYG/VIRPr9wSBvrq7krtnb2rY5vEGeXLSLkiYnL57dG5cvyLtr26s+1u5ppfdTP3LdsE48NKGQBL2KrBQzLWlD8VT9FPU86tT+bLGrWFvXyoPfVpNm0nBp34dJToXNNZDYLJFhvJlpfQqYu62Zl1bu5tIh+bx0dm8cviAGtUiT00u6dQ3BHy9nn3KkFPQS2P46+pYtKLueGw48AkghFAoV9k0HMdXb+Qmp075G1IVL/ZR5p6LJGBEuEdVYEMTDD7jIyPwZ2FbnIDdBd2T3GFs5oiHtuDYT2W1rACDJnEFAl4ymceNRCT4CFKXp+GytFZs7iFl3Yppf9oxP59s9O2j1ubGoT8wMUBmZaMjBxz85tXYfj86P/uL82spKrhqSQ4ZFyxurKnH5IkuqVaLAJQOzOWuvHuRj3xcz98ohDPtvRxfFwmQDEgf3Qmh1+7l8cA67m5ys2E+P8tavN3NSlyQS9SqCIYlgKHYnwZCEJIGoTUSXPwV3yZwO+5h7XoVoCGs8idpD1zWSgn5CATcKpT4iM1EK+gk4a7BtfCnqcbb1z2HufQ2CqA5nL8XqPxRblD7oqqV5+V8h2NGRE0GBqfsFbWVSUjCAFHAhKHXyi4SMzFEm1ahhcrcU5m7bt5AS+36kSR+K0pyDoet5OHd+3JaRrdAl0ZwwmvXV4VXv8mY3T/24m67mTE7NHI13T8dghqH/nTy+1M1ji9oDJj9f0wfVtn/iC/nxVi/BWx3pqhsqnYtpwA1IAQ9ZhiCLS62sqQoHQT+9ZCAfbGxs21chwKSuifROVlFpDx30uhYUN0ZdAAqGJB74djvvnt8fs7bjvSfgrMX6051R+/Q3bsLfvEsOPsrEJMHw6yRR/D4Pfr8HjdaEKLa/4Fa3enlk/s6ox3y6sYaHJ3bFpFESijLXeGFZOS8sK+eaoZ0Y1ikBfbcLsW14Hsl/QIWIQolpwP/xj88bOKkgnN1Ta/fyj5/Dsgp6tchZ3RMRBYE9jiCfbarh68sHk27WohIV6NThOUbQWUPzmgejjtVXuwLlgNsQVAYk/143WkGBdLB5hhTs4FQlyiXWMjJtbKm1kXMEWdUAgdZSRH3aURrRH8Nuu5VktRGNqMRv7ozGugFCIVAcfqLGPrqlawlJsKbcybiiE/P+0zM+vJi2tL6MU7Nk2SwZmX0c+R1G5pimX6aFWJJJrR4/Jxcm4/IF+PDCAfTNaH9AdEs18t4F/Xn6p5I23chmtx+XP8jLM3qTbAy/JCgEmNwthf9M68k32+sZ0zkx5liG5sZz9turufukLhHbHd4gZVYXp72+ijtmbeXigbFL8y7on0WyUY3SmE7imKcx9rgcQQzrkAkqI5aBd2IecDviryiFCPnd+Jq20vTjHdR/fQbWn+/GZ91B0GvH17SNpp/+gt+6HaRgrA7C2U/aRAxdzo55HmO3C2OPwd0UPfAIIIUIOusJBX34rDuwLr6Huq/PoOmH2/A1bSHkj5VLJSMj82tJNKh5+ew+XD00B7WoYLddg9LcKWIfpTmP1NO/QJcznpYVfyPorCZx7H+IG/og6owRJJzxPTZlOsM6tS9+5CXoSUnKwDH4eVRdLgBFOPig0FjQDn6UbebpPLaoLOI8IZ+dYG1kwDFiHDXzCVo3Uz/vAjLWXMZHQzay/Io8MsxafIFQW1nZqFwzm6/txP/yZ3GT7//4R+IrdFOXE/LZO/QZCIWYtSW6ERjAzyVW7N7oCymS34m/OXrQB8Czp+PClYzMr8XpsGKvXk3jgutonXsWDUsfxdW0i0Ag/L1s9vg76FPvz+4mFwl6FTN6Z8Tc58IBWTh9AZ5dL5F21nzUKf3a2lTxhaRNn8sLmxUsLWumf1ZcxLG3DE1m3aXx/C3hRW7230NB1bO8PMnM15uq8AYiA4fKkCuqVMs+fE1bIsqk3ZULMeSfFnN/U4/LELWywYGMTDSCIYkdDc42Q7XDQZKCBByVx70U0m5bI2kGEwB+cwEKnx2VveQXjjo04vRKMiwqVpTGlvX6s5OltxCv1rGkruyPHoqMzDGFnPn4JyfVqOahCV158NsdEdtVosArM/qQHacjw6ylzu7lo4sGYPMGKLO62dPq5t6529nV6Gw7RhBAqRCY1DUZrVJEo1SgVAj8uLuJme+sQatS8MbMvqyubMF5QBblhf2zWFHeQovbT6nVRedEPbub2oNmnkCIn0qa+KmkicE5cYzIjWdJWWQpeKZFy7XDOqESwzFzlSWXhNFPYhlwG1LAiaAyIRozEX+FsYEUDOCpWkTd12e2ZS169izGtvEFUk//nOYlD+JrWIcu55SD9iMo9ShUOuIG342rdA4hd2NEuy73VFQJXWIcDcIvjFnQJuKtWU7t56dCyN82TvvmV0mZ+gn63ElyFqSMzFEiw6Ll6dN78H/jCghKEJ/6Mg1fTgYpiKDUkzj+vzR+e0WEa7Vr99cY+95MRc//4WhN5uVlJUzomsxfxnYmKEm0uAMoFQJ9XijmygHXcvHJt6DCS2tAg8qYwckvruwwjs11bvL0KR3csfch6lOxrfw77r2ak0LVj6Sbcph3/lfcPL+cxycX8dSPu3ljgohi3ihCATdhhbvF1O94m6SJb2LociYKZbveo1KhoNNBhPhTjBrEWCtaChWCUo8UiL4gojRlxuxXRuZQcLvsuHZ+guOnm9o37vkZz8ZnSTprIca0vugOokkKkKhXoVcreWBCIXO319Pkilz4O717KgVJetRKBWOzBKxrnsFQcCZxg+8FKUTAWU3rumeZ3Osf3BmS+GF3I1cMzuG1lRWc2yuBWzptQpp7A37Av3d8uo3/5eIJc7G6fBg17VNvpVIDClXbc/1ARF1yhKSDr24NcQPvQpXQDb91W8S+qoRu6PMmH9LnKCNzIlJqdeENhI4o8zHg2ANB/3Gd+Wj1urD6XAxODuvgBwwZhFQGNA2r8VsKjso5itJ1rCx1EJIkFMdxefrhIggCPePT+Kl29x89FBmZYwo5+Pgnx6RVcf3wXIbnxvP3hbuobvVwUpckbhieS35iOOAlKgQyLOGXz8oWNxNfXo7V1XEiPLEwhYJEPfF6NcvLm3l+aVlEu90Lj83fyYpbRvH0jyUsKbOSqFdz8cAsnL4gd8zaAkBVq5sUk4Zmtx+3P8TAbAtqMfxgMmpEHvhmB09M7cbVQzvx4rJyWj1+zuuXyYUDsugUHxmkEzXmIyopCjirafjm0o7l0iE/jfOvJn7EozR+dyVBewWq+MKoWT2qxB4o9Mnhf8d1JuPcpTi2vIFz15cIKgOW/regzRqD8iCueApdEurkPvgaNnRoU1ryUYgq6r65pOMLihSi4dvLyLxw7RGZ6cjIyESiUyvJSww/IkNxw8i8YDUtq/+J0pSDffPrUQOCjvXPkjB5Bqe+Vc6ym0eyurKFxxcU4/YHOadPJmPyEzCoRf63op7/rWg/7uOLUwhEKQH93xo7p550M/x8VdQx6jufTsO8iyO2BewVJJS+xMD0y5AkicVXFOKfOwV/wN3h+Kbvr0GbMRyFJTdi+xVDcnh2cXSh9DvHdSbNpI3aJupTMfW8HNv6KNq2ChXazJFRj5OROVQkdx2On2/tuN3voHXhNQhTvybZEM/Yzon8sLupw36pJk2bkU3nRD0rbxnFqyvK+XJLLSaNkttG5zMmP5HUvd/xQsUumos/xBtFvSYlYwyfX3IOT/6wm0sHZnFKYX/6WlqQZkUZX8CFduXNaE79Cmifx3iVCWi7nINnR0e9aEGpRzRmdMiMbFxwHekzF+Mu/xbH5jeQkDD1vBxD52koD6KHLSNzorO51gaEKxEOl2Br+Nl4PEuI7LaFEyQydXvfnwQFfksXtPWrcHSeGc42OUKK0rQs3G6juM5D17QTU/OwV3w6r+5cgSfgR6uUE0RkZEAOPp4QJBjUnNQlme6pJhqdPkqsLprdfuodPjIt2gjB5EyzlrlXDuGUl5ZHlNYVJht4/qxepFvCD5C7xxewdk8ry/czqtEoFTw0sStmjRKlCOf3y8TuDfD3hcWUWdtffIfkxDOpawolTS4SDCoKk424vAE+v3QQdo+fHgkhCox2sO1m2jQzIX0uHmUqRt2v04M6FIKuekLeluhtzhoU6nD5dsuaf5E0/vlwIHK/oINoSCdlyoco9Slt21SWXOKGPIC57w2gUB5SCZRSn0LK5Peo+WwiQUe7CL5Cl0zqaZ8R8jsitu+P5LMRdNbIwUcZmd8IhVKLOqkHSeOfJ+isoertXjH31dR8Q6/0k/nnot28NrMPk7ulEgxJJOiUNLh8fHXZYKa8tgKbp/3+qhQELFolrZ7IcuatdQ5W+vsyuuhC3Nvf3a9FIH74o7grFkTNMvQXv8/D59+JwpCBwraDPc3bo45VCnrxtxSjOiD42Clex4tn9+b6zzayf0x0Zp8MTut+kEUUpQbLwDvw1q3BW7OsvUFUk3ra54hGOfNR5shw12+IKYHiq1+H5G0mwZzKq+f0YcLLyynZr8IiTqfis0sG0ugM65lmxenIS9Tz0MSu3DIqH6UokKBvn2eE/C48W6JrPQO4t75On/HTeHpaDwQgy6LBUL8Wa4wsRl/jRiyhVtbvMVLZ4ibDrCVep8LR5S7imrYQbFzftq+g1BE/5XNcld9HdiIoSBj9T5SGVMx9rsfY9RyA/2/vvqOjqN4Gjn+3b7Kb3hNCJ4GEBEINvalYUWxYQBEVFMXeK6+9ggUBQRB/VlQEFcECSJHee4DQIQkhvW+d94/AwpIECGmEPJ9zOIdM23tndu7eeeYW1MbAej35hRC1YXtaPj5GLf6eFx4IsuXtR633QqU3V2PKaldyfmbpeI+nBcSsvq0xZGxCm3cAu0+zKn9Gs0ADRp2KNfsLGmzwsZ1/OFang9UZh+gT2qKukyPERUGCjw1Eal4JD/+yldnb0lzLQr0MzLuvK+3CvVGpVNgdTqwOhY4RPmx5qg8bj+SyL6uIjo18aBVkJtz7VGuXRj4ezB7eif1Zxaw6mE2ol4HuTf0J9NShUavo3TyAO7/dWCYdTf098PXQccWUVa5lgSY9s+7uxLglyTyd6EPgznFk7jnVCkBt9MfZbybzshtzfVwEAZUclP6sKhrH0bW+tEWkI/8wmYsfx7/Phyi2QhwlmegD49EHxJTb0kCl0aI5LSB5PnR+UYQPWYY1Kwlr5nb0ftHoAmPReUViSd9UtXwIIapMrfPEqdaBs+L7TavY0KhVWBylZYeXQYvd4WR3RhEDPl9JuLeR6UPacyzfQnqBhV7N/IkN9WLSTXEs2ZdFSm4Jf+5Kd81Q/cGqXKKuf4Vm7R/DdmQJxYoeJaQnZK8gf8VL5SfCaUOvUaHVabCeZXKKk9ueyduo446ECPq3DGTpvkwKLHb6tggk3MdI4DnKX605gpBrf8SWdxBL6ko0niEYwrqiMUeg1lT/CyTRsCgVBPZc609835sHmFgyujvH8i2k5pdg0KjJtzgYPWsrW1LzCD/xojUuzAudRk2wl6G8o6E4Kv48xWlj+f4s7pqzFSitU2299ezpyy6y0uHTUxNOtQkx8+kNcRxq8wVRHhloMzfg9Agj1xzH/X/mMP7qkbRqfSslR5eh1ntjjOiJxhSKWmcCSrtlCyHOz/a0fJr6e1YpUG/P3e+a1LI+UlDYk3ucpl7uE3LazI1x6kx4pK8ivxqCjxq1iqgQI6v3FzKsW8Msp5p5+eOlM7AsbZ8EH4U4QYKPDYDF7mDckr1ugUconZlxwOSVbHy8NzkWO5NWHGBvRiF9WwRwW0IEg2JDUVc0thcQ4mUkxMtIYhM/0vJK2JKax6SVB7DaFV6+vBWTborjxflJri7cA1oG8ubVrRk8Y63bcTIKrVz9xWr+vK8LjY5OxbHHvfuRsyQL1T/X0/6ypaw6mM01Z2l5U1kaU2iFY5Spjf5uDzr2nGSOzx+K1jeK0FsWoKuByofWqxFar0Z4NrnMPZ0eAaiNAThLynYjU2k90JikRZEQtUGl98ajyeUUH/y73PU+La9l04JsPr4hlsV7M5mwfD9FVgdXRgfz0fWxPPzLNm7+ah2NTgTyGnkbaeTjwZbUfPZmFNLM35PZwzszbfUh7E6FUd2a0G/aBrRqNTPvup0xs7eSUXiE/25pUuEPuGfLG1GfaHGtNvqj9WqMPf9QOZnRoPNvXe4xzAYtLQ1aWgaaKn2ONKYQNKYQjGFdKr2vEGfjEZJAPirKm61d5xeNylD6QG13OCmxOZm74xj/7c+iqZ8n18eF0ibEzJbUPFLySrh8ykrWPdqbyArGOFXrTJjbDKXk8KJy13u2uoU/D5x6EZGWbyFd1xKjSl12KBdA69OCVanu6d55rIAnf9/OXR0bMWz2UZr5dyanxMaBrIMAaIwBGIKbYghufz6nRwhxFltT82gRUPnftNPZcvah842qphTVvsySInJsxUR4nBFgVKmx+rbGeGwl+S1uBfXZx849H61DPfhpXRa5xXZ8PBpeyEGjUtPWL5TFqXt5qf3Z5w4QoqFoeCVBA5SWb2HSyoPlruvZzJ8FyRnc9+OpsQYX7Mng3X/38u+D3Qgw6XE4FfRaFRqVmjDvsmN9peWX8MDPW/htx6nuyPOT0hnZNZJVj/Si2OZAr1FhcygMmr6G1DxLmWMUWh2E6XJg+yflplOxF+GTt5Z3k9qR2MSXAFN5rRQqT2MKJaDfR2T8M7LMOv8+H5K/ZXKZ5X7dXkFrDKyWzz9fGlM4gZdNIn3uEM586PLv80G9fgsrRH2i2Ivw7vAoJSkrUGzuMzl6Nr8Wu8POXyMT+WDxXr7dcGqohAV7MhiZ2JgFDySyJ6OQQ9nF/LPrOP4mPe3HLaHktFlwp605xA/DOnI4u5hbv15P0YkJvHam5XNb+3DahHih87Oij7wcy+F/3NKgNvjhl/gi6hOTWGlMYfgNmMzxX68tExDx6/4aGo/KtdAWoiqyi6zklNhRqyDIpMdTX7lqqMojGGPCM5RsfNd9hVqLd7+JmH1Kx2HblJJH30krXPcOwLS1h/jf7Qnc3TGSz1bsZ35SOknHC9yCj9lFVnJL7KhUEOShRmNuhD4wHmvGFreP03hF4tlkANE57slYmqLhhk4vULT2jTMSrsGr72dM/rPs2KubU/KIutJMbomdTSl5ruWP9GxKaDl1LiFE5VntTnYdL+SyVhfeCs9pK8JRmIaxUd/qS1gt25OXgRoVYSdmuj6dxT8O4/H16LO2YQ1sV+XPah1qRAHWHShkQBufKh+vPmrnF86M5LVYHHYMGgm7CCF3QQNgsTvdKuCnuy+xMbd8tb7M8nyLnft/2sIt8WFMW3OIp/q2IKPQSptgM/1aBuJ3YlykAoudVQdz3AKPJ01ZfZjYMB8e7tEUlUrFnuMFHMguW/F2cdrKbdl3krYgGasjzu0hvarUGgOeLQcT5hdF9uo3sWfvQRcQg1/XF9F4NUHn05yc1W9iy96NLiAG364voPdrjaqWf0BUag0ejS8j/LblZK95C1vGNrS+LfHr+iK6wFjU2uoJxgohzk5x2Mj+70VCrp1Jwa6ZlBxZhtroi7nNUFRaDywH5mFr3MYt8Oih0/DNHQks3JNBr8+WU2BxEBNiZvqQ9tz2zfoyZZpTgft+3MzUW9q5ld3Hi6zkFNkY8vV6jFo1i4d/SKvo1RRunoDTmo9ni+vxbjcKrXdpi4bjBRZ+3ZbG+oNePHXNUgw7PkTJ2IjWq3FpWRbcHnU9HrdK1B9Wu4Mdxwp47NdtLN2XhU6jYki7cP7vytaVmvzB0+SHkjAGY0R3ije8i6MgFXVwZ3y7PIvWu7Rb27F8C8O+21im3qMoMOrnLXx3ZwdaBJj4fmhHDmeX9nqw2Z3sSM/n8V+3s3hvJlq1iq9ubkm/lHH4dn0Ra+Y2CnfPQnHa8Gx+DR6R/cj+70Uah493+4ywgAB+TLuWqwckYNw5HmfBEVRBnbC0eZw3Nqu5Itqbf8uZCMek13BP50Ys3ptFiJeB5/q3pFsTP/w8ZJICIapDUnoBdqfimmzzQtjzSieb0Zjr72Qze/LSCfbwQq8u+xzj8AjB7hGMR+rSagk++npqCffVsaYBBx/bB0RQsmslq44flK7XQiDBxwbBQ6chyKzneIHVbXmQWU9qrgWro/xg3sajubx0WSv2Zhbx4KytvH9tDJ/8d4DcEjt3dYpEo1axJ6OAL1aX36oSYPLKAwxpH06w2YBJr6WJnwcHKwhAOtV6DN7NXD/uZ7L5d8ScpsVcyZYS56Ix+KAJ707w1d+j2ItQ60yo9aVvBLWmYIKu/q7M8rqg1psxhHYi+MqvcNoKS2fCrMJM30KIylNpDThtBaT9egOmloPxih+JYisgf8tUbNlJGC77jh83pbjt89ZVrflwyV5WHDg1QdeOYwUczS1xm4zrdHkldhRAd6LVOEAzP0+eW7kTRYFim5OuU/fQvWkLfr/zd7z0KtRGP9e4isVWB58tP8Br/+wG4NstGkYkPEH7lhoi/H3pHtIUjUGqAKJ27MkoIvGT/1z1DZtD4ZsNR1m8N5P/xvSkse/5T0hg8g7G5H0VhtAuOO0laI3eGI2nfpszCi3sOl5Q7r5FVge5JXamrz3EtrR8Pr4hFoDkzEK6ffKf60WA3anw7ZYsBkTHk/7HEAxhXTG3vg1UGkqOLCZvw8cYm1/P9sxTPRECTXqO5Vt4dP5R3vcxMrLjuzQKVbH+mIMZ049TaHUw6+7wctMV5m1kwuA4ci12DBq16wWvEKJ6bK2Gma5tOXtBrUHjWX3DP9UmBSe7czOI8a0g/SoV1oB2eBxdiNqSg9PgW+XPbB3qwZr9BTgVBXUDnBSrhVcA3joDi1OTJfgoBKCu6wSImhfubeTVy8uOT6JTq3EoZcdNOt3pM52++28y93ZtzLN/7CQlr4Rj+SX8uu0Y1rO0RLTYnThPfEa4j5E3ryp/fLFGPkaSC72wt3+l3PUaUzip2mge6dkMnxpqCaAxeKM1hZYJMFa0vK6o9V5oTaESeBSiDmhNofj1eAOcNgp3/0j2f8+faB2dhMYURq6pLSmnDS1h0muI8DW6BR5Pcp69+MXmcKI5UVlv4ueBTqPiWL77sBUrDmQzfnUOGIPcJnRJy7ew4UgOwztH0rt5AAUWB5+sSmfEb6lc878kjhWUHf5CiJpQYLHxf3/vKvdF55HcEhYnZ1zQcT3NAZh9I9wCjwAVvE91sdmdaNVqFiVnUGJ3Umix8+aC3WVaIOdZnCgt7kSlMWJJXU32ilfIXv4ixQf/AZUKVbunybKdqo/oNCpXHo/klvDKojRG/JbKZ6vTKTzRCrO8e35QbCjBZj0eei2hXkYJPApRA7ak5BHqZcBchZdu9px9aDxDUJXTarA+SCnMp8hhJdJUcStEi38sqLV4pPxbLZ/ZJsxIbrGDPcdKquV49Y1apSLeP5yFKXvqOilCXBQk+NgAaNQqbm0XwTvXtMFsODWAcEywiT7NA6joRVTzAE8yCk89oGYUWvHQqckotJJbbKPA4uDnLSlc3abiN4C3J0QQeFpFemB0MBMGt8XHeOqHu0czP+bd35X3FyfzU3oU6m7jUZ/2tk0X2g3rZb9h0YfSJuTiCAAKIRouj8i+BAz4zK2cMoR2RbliLvf/kcGV0afGlGoZaGLz0bxyjgIldkeFs0frNWq8jVpK7E56NfNnxm3tefaPneVu+8fOdHJL7K6/i20O8iw2Gvt5kl5gIbGJL3/c15UujUvTa3cqZYKYQtSU3BI7i84SYJy1JRXbuSKGlRBg0hFewViJWrWKUG8DOcWlk8ltPJpLbomdhcllu0K3C/fh7VUWnFfMRed36gWuxisS1YCfeGcd9Gjq71peYnOS2MSvwjpVM39PzHoNOk3pBhq1imEdI5h4Y5wEHIWoYVtS82jqf/4trMtjy9mN1lx+6+X6YFduOjqVhhCPip+lFI0Ri39bPI8uQuWwVrjd+WoaYMCoU7F6f/mt0RuCDgERrD5+iAKb1LuEqJ+vbkSlBZr1PN67GUPah5NTbCvtim3S41AUHunZjI+XuXd1Vqvg/wZG886iZLflOnVpvNqgVaPVqAjzMtKrmT9tQ73Ylpbvtm2Yt4F7uzRGqzkV4w4w6RmZ2IRrY0LILrZh1GoINOkJMOn57s6OZBZacWiiCYm6BpU1B6faQKHKF43elwFeRlQNsMm+EKLm2RwOjuVbcSgKJr22wqAggMboj1fsCDybDMRhyUGlMaAY/Ln/10OsOJDNvV0a0znSl7WHc8i32PH3LL+19qQVB3jjytY8MGtLmXVvXNWalv4mdj7bD2+Dhgd/3srR3PJbDgSadOi1pWWjze5k0Z4MbpixFseJZlbzdqbz2fIDfHNHB576fTt7M4vw0FV9JkshzodGrcLfU09Wka3c9WHeBlcL3+oQ7m3k85vjGfTlGs7s3PFEn+b8lXSc1wZGEx1splWgCZ1GRdCJLtOny7fYyS+xc+VsO2N7f028vw0UJwcKjbzydy4adTFPDQhixzN9sdid+Hno8DZoea5/S95e6F53Uqvg85vj6dHMj53P9CPPYsdLryWkii2xhBDnZ3NKHgNaXfhkkYrTji3vAJ7Nrq7GVNWupNzjRHj6oFadve1RSVBnDMc3Ykz7j+KI/lX6TI1aRVSIkdX7C7ir24VP9lOfdfBvhF1xsjRtH1dHtqnr5AhRp6TG04DoNBqa+HnSxM99+YgukcSGeDF19SGO5paQEOHNqG5Nmb7mENtPCyj2bRHAqoPZ9GsRQJBZT5HVQd+WAdz53QbeuSaG9YdzmLk5BavDyXUxIYzp2Yym5YytotWoaeznSeMz0hHiZSDE6+TEKae6FMt0CEKImnQ0t5iJy/czYflB8i12OkX68NH1bWkX5o2pgsCASq1B690YLY1dy0Z0UfHNhhQe/XUb025tz45j+Xy/8SgxoV7otSoUBdf4jVDaZfr29uGsHNOTsX/vYmtqPs0DPHnl8ig6NvJxaw01qlvTcif2AniyTwu8DKUBzpT8Eu74doMr8HhSodXBs3/s4JGezRi/bB/BZmlpJWpHqJeRJ/s058FZW8tdPzKxCWp19QUfVSoVfVsGsPqRXoz9axebUvJo7OfB/YmN0apVeOg0vPdvMuv+ysXLoGV096Z8fUcCPScsd3WPBvh9+zEm3hjHbzs2MvSXQrfPUKvg+6EdaFTOWJWP925Ot8Z+vLFwD0dySugc6cOrV0QTHWTGQ6eheYBUvYWoTen5FtLyLbQIMF3wMez5h8BhQ2tuVI0pqz02h539+Zl0C25yzm2dBj+sftGYDv5BcWhvqOIkm61DPfhpXRa5xXZ8PBpe+dfI5EOohxcLUnZL8FE0eA2vBKinrHYHKXkWUvNKW76E+xgJ8zKg115465XcYhvpBVYyCm3Ehnjx4XUxGHVqNCoVV01dTXrhqeb2jf08eOeaNtz/02Z+ubszigIvzd/FjHWHAbhxxlp6Nw9gZGJjOjbyxc+opbGvB3aHk5S8ElLzLNidCuE+RkK9DNLqRghR4wosdtILLBzNLcFDpyHUy0C4t9EV6HA6FfZnF5F0rIC2YT58e2cHftyUwjcbjtDrs+UsebA7PZsHlHvsfIuN9HwrR/NKMOk0hHgZaBfmzeO9mzN+6T6GfL2exCZ+PN23BeHeRhaM7MbhnGK8PXTM2ZrGtDWHaBNi5trYUJr4efLDsI4UWhx46MqfbKJTpA8jE5swZZX7BF8PdmtCQsSp8ZsO5xSTb7GfuTsAu48X0tTfk9nDOxPuU7XuZ0JUxvWxofyx4xhzd6a7LX/76tZVmn22Iia9lk6Rvnw3tGPp+NTb05i2+hCP9GrOkK/Xu1pE5lvsvPtvMkv3ZvLNHQkMnrEOgIHRQYxMbIK3UcvvI7pQaHUweeUBcoptPN67Of6eejx0avZnFhLiZcBTryUlt4RjBRZKbA7ahnkz47b2WOxOvAxa/D10eOil3iNEXdicWjr0ScsqlDW27D2ACo2pfs50vSc/AwdOGpt8z2v7kpAe+CRNwyPtP4oj+lbps9uEGVGAdQ101muVSkWHgAj+OrqrrpMiRJ2T4GM9kG+xMXfHMUb+tMX1Vt6k1/D5zfFcFxviavFSGWl5JbwwfydfrTviqoQ39ffg85vimbH2CFOHtGNXegGpuRZ6NPNHq1Zh0Kr5496uNPL1YFd6gSvweNLSfZks3ZdJgKeedY/1QlHgz13HGfbdBtd4ZEatmg+ui+H2Do3wq6GJY4QQ4niBhY+W7eP9f/diP9EKMNis55fhnekS6YuiwKpD2dz01ToyTrxo0apVjOnZjLeuas0L85N4ZM42/hqZSJDZ4Hbs9AIL7yzcwyf/7XdNIBHmbeDXe7rw0mWtuKdLJHO3HyPApKd1sBcDp6wi7USXTo1axcM9mrL5iT4EmPSE+5SOTedj1OFjrLhMDDIbePOq1ozu3pTfd6ShUsG1bUJp5GvE/7RgpcV29rHzwryNxIfJZFWidoV6G5k2pD0Hsov5Y0caZoOWa9qEEO5trLFJ5AC8jVq8jWZuT2jEZa2CuGfmpjJdsQFWHsomwFPP2kd7kZReQL7VzrDvN1J0os5lNmj47o4OaNQq7vp+E5lFpWWGTqPi1SuiuSkujKu+WIXdoTD11nbc+8VqktJPjXF2Q9tQJgyOc93vQojas/FoLp46TZXuP1v2LjSmEFTa+nkPJ+Wk46014qs/vxePDo8gLH5tMB2YQ0loNxSN4dw7VcDHQ0uEr47V+wsaZPARoFNgJPOOJHG4IIdIs29dJ0eIOiPBx3pgz/FC7vx2o9uyQquDod9tZN1jvejQyLdSx7M5nExaeYAZa4+4LT+QVczQ7zfy6eA4rp++ltbBZoLMehwo9GzqR9sQLzQnxm88vVJ9pswiK3kWO4U2Bzd8ucZtdscSu5OHZ28jJsSLvi0vfOwVIYQ4mz93pZcZdy29wMrln69i61N9UBS4YsoqLKfNcGt3Koxfuo9PB7clJsTMppQ88i12t+Cjoij8vDmVj84YJzc1z0L/ySvY8mRf2oZ60zbUm/1ZRcR/sNitK6fDqfDxsv3EhnpxX9dzd386XcCJ8XHjwysOHjYL8ESrVrkCrqcLMusJ9TLI2LmiTgSZDQSZDXSO9K31z47wMWKxO9icUv7kTwALkzN46bIoCqx2+k1a6bau0OpAo1Ez+Mu1brN22xwKL81PIsikR6dW89KAloyetZX9WUVu+8/ZlkawWc+4QbF46qXqLURt2nQ0l5aBnqir8Ntny0pCU0+7XAPszDlGpMmXCmfEKkdxWG98dn6Bx+G/KGo6qEqf3zrUg7UHCnEqSpWuQ33VIaARalT8eTSJ+6MT6zo5QtSZOp/tOjMzk6effprExEQSEhIYOXIkycmnHhh37tzJ0KFDad++PX379mXatGlu+zudTj755BN69epFu3btGDFiBAcPundLO9cxLmZFVjvv/bu3wvXv/buXImv5XewqkppXwkdL95e77niBlfwSGyFeBpLSC1i2L4vJKw4SF+aDRqMmq8hKSm4xTfw8mDmsI9NubcflUUFlfst8PLR8vvIA5Tz/AvB//+x2zTYphBDVKS2vhLF/7S53XbHNwZ9J6aw4kOUWeDzdZ8sPcE/nxhi1arRnjEWXmmfhzYVlj202aBjaoRFZRVYOZRdxLK+Ef/ccdws8nu61v3e7htGoTiFmA2MHRpe77rPBcRXOAizEpU6rVmHUVlztDTYbyC228vHSfWXW9WoWwL/JGW6Bx9N9tvwA93VtjNmoLRN47BDhw6eD23J5VDCpeTLbqRC1bf2R3CqN96g4bNhy96P1qp/Bx+PFBWRai2hi9jv3xqdxGvywBHbAfPAP1CXZVUpDmzAjucUOdh+r/npPfeClMxDrF8r8IzvrOilC1Kk6Dz4++OCDHD58mKlTp/Lzzz9jNBoZPnw4xcXFZGdnc88999C0aVNmzZrFmDFj+Pjjj5k1a5Zr/4kTJ/LDDz/wxhtvMHPmTFQqFffffz9Wa2mXmPM5xsWs2OZg1/GKWxnuOl5Aka38h9uKlNidFY4JBqUtIENOa+ljdTix2B2sPJDF+4v3supQDg/9spUhX6/nmbk7aRfuzQ9DO7oq9T2a+WHUqNmeVnG692YUurozCSFEdbI5lTIBgNNtSsnlWEHFQYC9mYWEeRsY3jmS4DO6XFsdzjIBhLahXvx0VydS8ywkfvIf0e/+y7N/7CQ21JvGfuV3cTqSW1JhIKMqTAYtoxKb8PuILnSK9CHAU0//lgEsf7gHV0QHVevEHkLUJ8FmA3d1iix3nVoFvZsHMHdnOrszCsusD/c2sC+z4jJlb2Yhkb4epJ4xI/24QbHcnhDBB4v3csv/1nHttDXM2ZpKVpG1giMJIapTfomdPRmFtAy88OCjLXcvOO1ovRqfe+OL0I6cY2hQ08hU+S7PxaE9UFQavPb+UKU0NAkw4KlXs3pfxc+Gl7ougZEsSNmDxVG5RkNCXErqNPiYnZ1No0aNeP3114mLi6NFixaMHj2a48ePs2fPHn788Uf0ej1jx46lRYsW3HTTTQwfPpypU6cCYLVamT59OmPGjKFPnz60bt2a8ePHc+zYMf755x+Acx7jYmfSa2kfXvGPRftwb8yV7MLjodPg71nxGEstg0yknNYix0OnQaVScfcPG2kX5s0t/1vHyoOlb8Ayi6x8sHgvE1cc4M2rWhPmbWDare0JMBno3Ni3ws+IDfXCbJDB14UQ1U+vUdMmxFzh+m5N/In0rbgFYEyIF3kldp4f0ArjGZNjGbRqmvqfCihq1So+uC6W275ez6/b07A7FSx2J/9bf4Sb/7eOT25oW+5ntAjwxKCpmZ/gAJOea2JCmHdfVzY92Zuf7+5Mt6b+eJ9lTEkhLnVGnYYXL2tF21Avt+UqFcy4rT1vLdjN4r2ZxIR4ldn3QHYxMWcpU2JCvEjOKHSb/XpEl0iSMwp5eu4ODmYXA6UvjG/8ah3fbzyKzSEvYIWoaRuO5gDQOrji+/dcbJk7QK1FYw6vplTVru05aTQy+aBVV/65S9EaKQ7vi/HYavRZOy44DRq1iugQI6sacPCxa3ATCu1WlqRV3KNRiEtdnQYf/fz8GDduHK1atQIgIyODadOmERoaSsuWLVm3bh2dO3dGqz0VXEtMTGT//v1kZmaSlJREYWEhiYmnxk7w9vYmJiaGtWvXApzzGBc7o07Dk32aoymntYpGreKJPi3KPByfS7iXgRcGtCp3XWM/DzQqlWsCBoCHujflq3WHGZXYlLcW7il3sPYlezPp0MiH1WN6ERVkRqNWcU/nSPQVPFyPvSJaHoSFEDUixKt0cpby+Hro6NcykC6RfngZyn9x8+oVUQyOCyPSt2yrxTBvI68NPHXsQbGh/LwlxTWp1umO5pawOSWXruW8iHnzqtaE1nAX6ECTgQgfD3xlci8hAIj09eDP+xP5a2QiT/RuzvvXxbDj6X5kF9n4flMKP21O4e7OkZxZ5Vp1MJtuTfwwVTBj9WO9m/PFmkOkF1iIPRHcHBwXxudnzE5/0gvzkkiRLthC1Lh1h3MxatU0Luf3/HxZM3eg9WqESl3/xmstslvZl59Z6S7Xp7P4t8VuboTXrq+gCq32WocZ2XWshKzChtnyr7nZn1APL34/tL2ukyJEnbloStGXX37Z1Upx0qRJeHp6kpaWRlRUlNt2wcHBAKSkpJCWlgZAWFhYmW1SU1MBznmMgICActMzYMCACtOamppa5jNrUosAE3NHdOGemZtcM6aGehmYPqQ9LS9gDBONRs3Qjo3ILrLxwZK9rnHPOjby4cNBsQz9dgNQ2qJnVLcmPNi9Ca3eWcQPwzqyLS2/wuOuOZRDnxanJpFp6u/BglGJ3PndRg7nlL71D/DUM+mmOGJCL/wNpBD13cVUvlyqejcP4NPBbXl+3k4KLKUtjKKDzPwwrANN/DxQFFg8ujtDvl5P8olull4GLe9d24Y+zQPwO20G6TNd2TqY965tw9i/d9M50ocvVh+qcNuFezK5uk0wqw/lAGDSa3j9ytYMaBVUfZkV4gQpW84t3MdIuI+Ry6NK78GU3GLeXlQ61nih1cGMtYf54tb2PPfHDtILSl/Ehnkb8PXQsejBbtzxzQb2nuiC7WPUMm5QLF0b+xLoqefVv3bxv9sT+GBxMrnFNhwVDHydb7GTWWiliZ9nLeRYiOpRH8uXdUdyiAoylduI43woKFgzt6EPiKvmlNWOnTnpOFFo5uV/4QdRqSmMvBLvpC8xHfqdwmaDL+gwbUI9UAFr9hdwZVvfC09PPaVSqegW1ITfDm3nk8TBMvmfaJAumuDj3XffzZAhQ/j+++956KGH+O677ygpKUGvd38ANBhKx9+yWCwUF5cGtMrbJjc3F+Ccx6gPPPQaLo8KYs2jvVwtEgNNesK9jRc8flewubT144gujckqtuKh0xBs0qNWqfh7VDcKrXb8PHSEmA0cL7S6ZiaraBZVKG1RlJ5fQqDJgFqtQq/R0LN5ACvH9OR4oQWHs3S21TAvA9oa6m4ohBAA/p567u/amGtjQsgotKLXqE/M9lza2lClgoQIH5aO7s7xQitWh9NVrurOUT4FmvSM6dmMm+PDKbLZ+XFzaoXbehu1dGzky/z7uuLnqSPYbCDc24BeW3vDTqTnW7A4nBg0aoK9DOfeQYgGRKNW423Uul7uztqSyqHsYt67NgazQYtZr6FNiJlGPh6oVCqWPtSDjBNlRtCJMkOrUTP//q6lZYndydRb2pGaf/Y65oUGQ4QQ52/1wWw6Rfpe8P6OwjScxZlofZpVX6Jq0facVIINZkzaqv32O4yBlIR0xXRgLiXBXXGYKt8F3WzU0DhAz6p9DTP4CNAjpBmzD21jfeYROgWWPwaxEJeyiyb42LJlSwBef/11Nm3axDfffIPRaHRNHHPSyYChp6cnRmPpQ6TVanX9/+Q2Hh6lzevPdYyKLFy4sMJ1Z3vzV1PUahWNfD3cxhOqKg+9hmYBnjTD/Tz4m8q2+Lm1XRh/JR3nhrah/Lyl7IO2WgWNfIwkjF/KY72aM7RjI8JOdCk82cpACFHqYitfLlV6rYYmfp5nbV0U6m28oO7PBq2Gpv6lx328d3Pu+n5judvd0i6ce2Zu4tMb2jKwdXClP6cqsoqsLNuXxUt/JpGUXkCrQBOvXRlN3xaBBJZTzov6T8qWygs263msV3NG/7LVtWzt4RyG/7AJgBVjehDpe6oMCfM2uuo3pwsyGwg6bYIqnUZNsFnvaj15utbBZtYfzmVXegH9WwUSaJKXAuLiV9/Kl/R8Cweyi7mr44XPUm3N2AaArh4GH20OBztyjpHgH1EtxysO6YY+OwnvpC/J7vBC6VvcSooJ82DxrnxsDgWdpuG9gIn3C8NHZ+SXA1sl+CgapDptfpaZmcncuXNxnDbotlqtpkWLFqSnpxMaGkp6errbPif/DgkJcTXvL2+b0NBQgHMe41JQYLGzN6OQNYey2ZaaR3o5s7g6nAqHc4pZfySH9YdzOJRdjP08Z1o1GbS8cVUbVh3M4p4ujWkR4P4gr1LB+EGxfLH6EKl5Ft5ZlMw/u4+zLTWPNYeySc4oIK/EVi15PRdFUbDnH8WSvgnLsXXY8g7idMiskkKI85NeYGF7WmnZtTejkAJL+WWX016MLXc/JWlrubFRJkvvaUEzf/ey8d6ujWkTbGbGkPZ0aOSL1V49E0w4nQpHcorZeDSXdYdzOJhdhO2M8txid/DN+iMMnrGW7Wn5OJwKSekF3Pq/9Xyx+iDFVpnsQtRfxwssbE/LP1HHKCS/CnUMlUrF9W1DuaxVYJl1T/ZpTpsgTwqzD5Gfsp78lLUUZB1gT3oOaw/ncCCrCEsF93W4t5HZwzvjcca43L4eOt6/LobXFuzmtm82MHnFQYqsDXMMNCFq0upDpZNjti5nEqnzZc3YgsYchkpX/4ZISMpNx+p00MKrbNl2QdQ6iiIHos/dg0fKkgs6REyYB8U2J1uOFFVPmuoZjVpNt+Cm/HxgM0p5kygIcYmr05aP6enpPPnkkwQEBNCtWzcAbDYbO3bsoH///gQGBvLDDz/gcDjQaEorbytXrqRZs2YEBATg5eWF2Wxm9erVNG7cGIC8vDx27NjB0KFDAejcufNZj1HfHcu38Po/u/l81UHX2EJxYV78dFcnooJKx1UstjpYvDeDu3/Y5Oq27euhY8rN8VzZOhhzBZMunK6pvyfz709ke1o+U29pR1q+hSV7M/Hz1NGzmT//W3eE2dvSCPDU8/UdCbz2z25WnZgRW6WC29uH8951sYTX4AQLisOG5dha0v+4A0dhSuln60z493oPU9TNaIwXPtiyEOLStyejNDi3OSUPKO0WeX/XxrxyeZRb60hH0XHyNk8mZ927cOLlRhOfFmwa8T2fbYsko8jG4Lgwlu/Pousny1CU0rEeP7guhlvbR+BXhQlgLHYHKw5kc8e3Gzh2olunl0HLp4Pbcn1sKD4njp2aZ+GF+UnlHuP//t7NkPYRZYKlQtQHezMKufXr9Ww8Wjq8jloFI7o05rWB0Rc8iVOYt5Gv70hgT0YhP25KwVOv5bb24TTzVqOkLSVjwQicRaUvrlV6b3RdP+S7/dFM3ZDFO9e04c6EiDLjxKrVKjpH+rL1qT7MT0pn/ZFcYkLMtAo089wfOzl0Ygbs1xfs5s4OETQLuGg6IwlxSVh5MBt/Tx0h5gtr6a+gYElbj96//AnsLnabs1Lw13via6i+XnM2ryZYAuLx2juTksD2KAbfSu0f7qvDz1PDyr35dGxS+XkLLgX9wlrw59EkNmYepUPghbfKFaI+qtOWj61bt6Znz5783//9H+vWrWP37t08++yz5OXlMXz4cG666SYKCgp48cUXSU5O5pdffuGrr75i1KhRQOlYj0OHDuWDDz5g4cKFJCUl8fjjjxMaGsrll18OcM5j1Gc2h4NJKw8wccUBt0HNt6bmc/nnqzhyYpKXvZmFXDd9jdsM1jnFNoZ8s57dxwvO+/Ma+XowsHUwfVsGcltCBK9cEcWyfVkMmr6GHzeXBvtevSKKZ//Y4Qo8AigKfLcxhf/7a1eNvt235x8kbdZAV+ARQLEVkrnoISzpG2rsc4UQ9d/R3GIGTlnlCjxCaYvxySsPMmH5flerRUVRKNr/BzmrX3cFHgHsuXvJmn0FT3Yx8Hif5gyavobn5u3k5IvtQquDB2dtZf3hnCql80BWMVdOXeUKPELp5BXDf9jEtrRTac8otFJUQetGi93ptr8Q9UVKXglXTl3lCjwCOBX4YvUhPlyyt8JWiOcjxMtIz2YBfDI4jneuaUP7CB+0JUfInnuDK/AIoFjzUJbdz8NtLRi1ah6ZvY1VB3PKPaZWo6Z5gIl+LQNJL7AwY+1hV2vkk2wOhVSZ+VqIard8fxaxIV4XPLGHoyAFZ/FxtH6tqjllNc/msLMtJ5WW3tXU6vE0ReH9UFDhvef7Su+rUqmICfPgv+T8BtvyL8E/Al+9BzP3b6rrpAhR6+o0+KhSqfjoo49ITEzkscce45ZbbiE3N5dvv/2W8PBwAgIC+OKLL9i/fz+DBw9mwoQJPPPMMwwefGqWrUceeYSbb76Zl156idtvvx2NRsO0adNck8yczzHqq5Q8C+OX7Ct33eGcYpIzCrHYHXy0bB/lzRGjKPD2wmQKLRUHBHOLbezLLGRfRiG5xWeMnWl3svpQtuvYOo2KCB8jW1PLnxF7xrrDrgHda0JB0kwUR/nHz1nxKo7irBr7bCFE/bYvs4gDWcXlrvt42X7X5BGOwlSyV75W7nZOSw6W1FXM2ZZGdnH53UBf+jOJzMILGwrC4VSYtvogNkf5Ffaxf+0i98TnnmssJb1M+iXqoYNZRa6Zps80ccXBMkG8rEIrR3KKzxpsL7DYOZJTTEpuiduLXLvNRt6Wz8FZfh3JuON9RnYs7UHz8p9JZBRW/Bl2p8K8nensOFb+C1+DTu5HIaqT1e5k7eEc2oZeeJdry7H1oNKg82lejSmrHTtOdLluWV1drk+jaD0oiuiPMX01+syt597hDG0jPEjPt7PveMN86aJRq+kd2pzv923E4Ty/IdCEuFTUeR8PLy8vxo4dy9ixY8tdHx8fz8yZMyvcX6PR8PTTT/P0009XuM25jlFfFdsc5J8lcJh0vID2Ed4VBgMBth/Lp9DqwHRG1+tim4Ptafm8NH8nyw9kE2TWM7JrE26ICyXCx4iXQUeQSc8t7cL4fmNpS0Mfo+6swUWbQzlreqvC6bBiTV9f8Wdn70ZxlB9YEEKIXWdpBV5odVB4ohWh4rDiKDhS4baW9I2kFsRXuH738UKOF1jwMmgqPeN1id3BxtNaZp5pZ3ohhTYHPh46gswGmvh5cDC7bLkX5m0gxEsmnBH1T3JGYYXrim2n7tO8EhubUvJ4ft5ONqfk0cTPg5cvi2JAq0DXpDB2h5M9GYW8+tcu/tyVjpdBy0Pdm3J350gifDywWgsgq+IHa2fOLqJblgb5dx0voMRW8UNkkElP8wBP9pUTOA3xMhBilglnhKhOG47mUmJ3Vi34mLoGnU8zVNr6N2nm+uOHCTGaq7XL9emsfrHYsrbitft/ZHV5E0Vz/nWKFkFGjDoVy5LzaRFc/85tdbgsrBW/HdrO4rS9DAivfy1rhbhQ8qq1HvPQaTAbKn54jQo046HTnPWHt02wGVM5x1h/OIdun/7H37szKLQ6OJBVzAvzk3jq9x3sSi9EURRMBi1vXtWGpv6lP2y5JTZCvSquQGvVKrzOY3zJC6HW6NEHJVT82b4tUWka5g+cEOLcogLNFa4z6TV4npg0QqXRozFXPHOkLrAdod4Vl4OtAk38uCWFpPSKgygVMWo1tA/3rnB9dJDJlc5wbyM/3dWpzG+Eh07DrLs71ej4u0LUlBYBFY8R5qHTYNJrcDoV/kxKp+/EFaw8kE2R1cHOYwXc8e0GPlyy1zUB3q7jhXT6aBk/b0mlwOIgNc/CS3/u4uav1pGaW4JObwK/thV+ntonit3ZpQHHVoEmjNqKq9Rh3kZ+HNaxTB3IqFUz6y65H4Wobkv2ZuKhU9Mq8MLGFXQ6LFiPb0JXD8d7LLJZ2ZmbTivvoJr7EJWKwsgr0JRkYTr4e6V21WpKu14v21Nx45hLXYxvCI1MPny1Z21dJ0WIWiXBx3os3NvAY73K7wrQyMdIVJAJg1bDY72bo66gB97zA1ph0rtXhtMLLIyZs82t+9FJ83amk5pXQkpeCVA6Ec2S0T346a6O3J4QgbdRS2wFwc67OjWq0bf75ta3QwVv3vy6/x8aj/o/wZAQoma0CPSkiV/5LQQe7tGUsBMBxUJNIOr2z5W7ndrggxLUlYHRwRV2ax7doynT1xzm6bk7yKmga3ZFNGoV93ZtgraCAv3VgdH4njaZTUKED5ue6MOng9syrGMjPro+lq1P9aFTI98LHgNLiLrU1N+jwomSHujWhDBvA0fzShgzZ1u523yweC/HC6zkldh4aX4SxbayY0SuPpTD9mP56HR6vNuNAlX5L3lLYp5i6obS8a1fv7I1geeo37QP92HTE7357MbS+3H8oFi2PtWXLo19UVdUSRNCXJAlezNoG+qN9gKHGLGmrUVxWNAFxFZzymre+swjgFKzwUfAaQigJCQRz4Pz0Jw23v75iGvkyf4MC0ezL2wYmvpOpVJxZURrZh3cQo5FeuaJhkOCj/WYTqPhoR5NGdWtiVtwMSbEzD+jutHIt/RBukWAJ7OHd3abYdXbqOW7oR1oHVy2tU9eid1t0oUzrTmU41Zhj/T14Kb4cGbclsCAVkH8NqILnSJ9XOtVKri1XRivDWxdpnt3ddJ6NyZ08J9oPENPfbbWA/9+n2AI6VRjnyuEqP8ifDz4a2Si28sTtQru7dKYR3s1x3Cii3ROsZ0FJV1Qxz8N6lNlqta7KfbLfuerHQpN/Dz4Z1SiW0twD52G1wZGs/NYPoeyi1mw5zh5JZUfhqKpnwfz7utK0Gmzd5r0Gr64tR3xYe6tIjVqFc0DTDzUoxlf3Z7AI72a0zzAdMEPY0LUtXAfD/4a2ZW4MPf79O5OjXi6XwsMWg3ZRVaOF5T/QOtUSrtI55bYmZd0rMLPmbnpKFB6X/tdOxu18dTLS5XOjKrnZCbt9KDQ6mD8oFi6NfU7Z9rVahXNAkw82L30fny0d3NaBMr9KER1szmc/Hcgi3ZhFfcUOJfio8vQmMPQeNZsAK+6KSisPn6IJmZ/PLS6c+9QRcUhiTj13njv+goqMYFM61Ajeo2KpXsqft681F0RHoXN6eCbvRUPGybEpabOx3wUVRPiZeS9a9rwZJ8WZBZa8dRrCDYbCDntoddTr+Wq1sFserI3x/KtKIpCiJeRMG8DunIqvRp1aWW+vElqoPRBV3OWVjPN/D35496upBdYybfY8ffUEWI24ONRsz+CKo0eY0R3wm9fgaP4OIrThsYzBI0pFLVGxlMSQpxdVJCZBaMSSS+wUmh1EGjSE2LW42U8VXap1SoenJvCsHbXMXrgEEzOLBS1kU25Bp6dlc29XZzoNRp6NvNn5rCOZBRacSgKWrWaGWsP8dv20oCHUavhQhofGnUa+rcMZP1jvUkvsGB3KoSYDYR5Gyo9hqQQ9VHLQDP/jOzGsQLLiftUR7DZiLextEp7rmCeSa9BrQJPnYZcR/kvAE62IDYYPNE0uQzdkFU4i4+D4kTlEUSqzZdbg+HhvgbCvAwYdHLvCXGxWHMohwKLgw6NfM69cTmcjhIsR5djjOxbvQmrBUcKckgpzuWaiJja+UC1jqLIgXgl/4Ax9T9Kwnud124GrZo2YUYW78rn9i7VPylOfRBgNNEjpBkTk5bzUJse0iNFNAgSfLwEeBl1eBl1tDzLuCZajZpIX08ifcvvrnS6QE89g2JDmLOtbKsAtQq6NPbF23j2QGKQ2eAa1L02qVRqtF6N0Ho1qvXPFkLUfyFeRkK8Kh5/LdBTz9AOjfhizSG+cL2sPjVu0aDY0pbXKpUKf08dfSauKPc493SOJNh8YZO+qNUqGvl6uFq3C9HQBHsZCK5gjOlAk564MK9yJ9vzMmhp6u9JsFnPyMQmvL94b7nHGNrxVB1Cq9Wi9WsCfk1cy2R6ACEuXv/sPo63QXvB4z2WHF2G4rCgD+5YzSmrecvTD+CtNdLYfGGB1wth82qKxT8Wr+TvsQTGo+jP77PbRZr438oMjmZbifBrmJPg3dC4LU+s+Y0FKXu4PCKqrpMjRI2Tvh6iDC+jjvevjSXCp+wD+DvXtCHC14MAU8P8kRBCNGweeg0vXd6K5gFlX+S8f22MW7kZ4ePBW1eVHay+VaCJZ050ERVCVK9gs4Gv7+iAj9H9/bpWrWLmsI6EexnRaTQ83LMZsaFlh5558bJWNJbAvhD11p9J6SREeKO5wLFUi/bNQ+fbEo2HfzWnrGYV2qxszDxKjG8wKlXtPuIXRQwAwHvXN+e9T0yYEYNWxaKk3JpK1kUv3i+MVt6BjNu2uK6TIkStkJaPolwtAk3891APFu/L5I8dxwj1MnBHQgSh3sYKJ2UQQoiGoImfJ4sf7M7Kg9n8vCWFUC8jI7pE0sTP061VuK+Hjge6NeHK1sFMX3uIY/kWbm0XTtfGftJqUYgaFBfqxcYn+jBv5zH+3ZtJ21Avbk+IoLGvB7oTs1JH+nrw532JrDuSy/cbjxDgqefero1p6u+Jn6e8YBWiPjpeYGHt4Rye7tvigva35e7FlrENc8xd1Zyymrci/QCKohDjG3rujauZovWkqNFlmA/8Rkn6WizBnc+5j16rpm2EB//szGNoYmCD7HasUqm4pWk73tqykI2ZR0kIiKjrJAlRoyT4KCrUxN+Tu/09GdahtPuRzMYohBClGvl6cIuvBzfHh521wuzrqae9p55PIuJQFKVBVq6FqG0qlYqm/p6M7tGMB7o1rbD+EuHrQYSvB4NiQ+TeFOISMD8pHYXSIaIuREHSD6iN/vVulmubw8GyY/uI8gnGWAsTzZTH6tsGq08S3ru+IsOnFYrB95z7dGpi4vOlx0lKK6FNWMN8Kds3tAVfJa/jzc3/8HP/4XWdHCFqlHS7FuekVqsk8HgGp70Ee0EK9sJjKJWY3U0Icelw2opwFKbiKEo/r+0luCFE7Tuf+ktN35uOkizsBSk4LA23e6EQtWH21lRiQ8z4X0DrZVvuPkoOL8Ejsi8qdf0aFmVtxiEK7VYS/Ouw5ZxKRVHjgYCCz87p5zX7datgI76eGv7cllPjybtYadRq7miewOyD21ifcaSukyNEjZLgoxCVoDgd2LKTyVz8OCnfdyPt5wHkb/kce0FqXSdNCFFLFIcda9ZuMhc9TMp3iaT+fDn5277EXphW10kTQlxEHMVZFB1cwLFfbyDlu66kzx1CSeoqnJa8uk6aEJecQoudv3cfp0fTyo/VqKCQt+kz1J5B6EO71kDqao7d4eCflD208grEx1DxhHm1wak1Udj4agxZW/A8PP+c26vVKjo3MbEwKY9im7MWUnhxujw8iiYmP55bN1catYhLmgQfhagEW+5ejn7flYJt03AUpmLL3k3mv49w/M+7JfAgRANhy04i5bvOFOz8BkdRGrasnWQsGEXmgtHYz7MVpBDi0ua0FVOQ9C3HZl+NJXUVjqJjlBxeROrM3hQd+BPFaa/rJApxSfltxzGKbU56twio9L5Fyb9hPb4FU4sb6l2rxxXHD5BnK6FTYGRdJwUAm3cLikO6Yt77M7rspHNu37W5mWKrk3+TGu5LGY1azX3RXVmUmszvh3fUdXKEqDESfBTiPDmtBeSsGItizS+zruTIYmzZu+ogVUKI2uQoySFz6TMo9uIy64r2z8Wed7AOUiWEuNg4io6R9d/z5a7L/PcRHIXSY0KI6vTdhiPEhpgJ965c6z/L8U3kbZmMMaInOv+oGkpdzSiyW/nr6G7a+ATja7h4xkwsDuuD3RyJ77ZP0RQdO+u2/iYtbcI8mL0xq0G3+usW1IROgZE8tmoOhTZLXSdHiBohwUchzpPTkkPhvt8qXF+Y9EMtpkYIURec1lxKDi2scH3R3t9rMTVCiIuVo+AoOKzlrnOWZOEozqzlFAlx6UrNK+HPpONc1iqoUvuVpK4k+7+X0Pk0x6P5dTWUuprz15Fd2J0OugQ1ruukuFOpKWh6A4rGiO/mD1FZz96qsWcrM3uPW9h8pKiWEnjxUalUPNKmJ2nFeby84c+6To4QNUKCj0KcNxUqjaHitVrPWkyLEKJuqEGtrXCtSnvxtDwQQtShs5QTACpV/eraKcTF7Kt1h9GqVQxoFXhe2zuKM8ldP57s5a+g9WuJOXZ4vetufbggh//S99M5sDGe2spPsFPTFK0H+c1vRm0vxn/Te6isBRVuGx1iJNxHx/drGvZLmQiTD/e06sLHO5axIGV3XSdHiGonwUchzpPaMxCvmOEVrje3GVp7iRFC1AmNRwCmqFsrXG9qeX0tpkYIcbHSmMJRG3zKXaf1bora4/yCJEKIs7M7nExcfoC+LQMwGyoO+jsdFkpSVpK9+k3S5w+l+PBiPFsOxhxzNyrNxRe8Oxu708n3+zcQaDAR7x9a18mpkNPgR17LIahLsvDf+DZqS06526lUKvq38WbtgUJ2ppYd1qYhualpPB0DGjFsyXekFOXWdXKEqFYSfBTiPKk1Bnw6PIrWp3mZdd7tH0brfZF1eRBCVDu1zhO/bq+gMTcqs863ywtoTOF1kCohxMVGawoj6Kqv4YwWjiqNkaArv0JrDqujlAlxaflpSypHcku4Ka7sPeW0F1N8aBHZK/+P9N9uInvFK9iyduHZ9Ep8u76AMaIHKlX9exyee3gHx4sL6R/WEvVFnn6nMZC8VnegtuXhv/51NIUp5W7XvpEnId46pv3XsCfuU6tUPBffHwWFwQu+pMhe/vAdQtRHZ+8TIoRwo/VuTNjN/1B8ZCmFu35AbfDFu91odH6t0HhUfnY9IUT9o/NpRtitiyk+tICiPb+g9gzCu92D6HxbojH61nXyhBAXAZVGi7FRXyKGbSJ/23RsmdswhHbF3OZOtF5N6jp5QlwSHE6FNxfspmtjX1oGmlzLbbn7KUqeQ/HhRSj2ErTeTTA27o8+IA6NKbgOU1x1GzOPsvTYXnoGNyPAaDr3DheB0gDkMMz7fiJg3WvkxjyAJai92zZqtYqr43z4cnkGq/YVkNjcXDeJvQj4Gzx5LeFKnljzG0P+/R+z+g9Hr5Gwjaj/5FssRCVpvSLxanMnplY3oVJrUZ1jXCchxKVH590YXdsRmFvfIeWAEKJcaq0RvX80/j3fQnFYUWkN9bKVlRAXq/+tO8yOYwV8NrgtALacPeRv/x+W1FWoDb4YInpjCOl4yTQQOJCfxQ/7NhLtHUS8X/1qPe3Ue5Pfaiimg3Px3foRhY2vpqD5jW7j47YN9yAqxMini9JoH9kco67hlpdRPkG82v4KXt74J0P+/Zrv+w7FqNXVdbKEqJKGe0cLUUVqrVECDkI0cFIOCCHORaXWoNZ5SOBRiGqUVWTluT920r9lAK28ishe8zYZC0Zjy9mLKfo2fLo8j2fTKy6ZwOPhghym7FpFsNFM39CWoFLVdZIqTdEYKGg2mKKIvnge/hP/9a+jLTjqWq9Sqbixgx8ZBXamLmvY3a8BOgdF8n8JV/DX0SQG/jWFjJLCuk6SEFUitSAhhBBCCCGEEPWCoiiMnrWVYpuDYQGryfhrBNa0dZiibsGn09MYQjvVu9mrz2Z3bjoTk5bjazByVWRrNOp6/AivUlMSnEhe1DDUtgL8172K54HfwGEHINhLx7XxvszemM2S3Xl1nNi61zWoCe91vpZtOWl0+m08K9MP1HWShLhg9bjkEkIIIYQQQgjRkIxfksyPm1MY4fU7+v3fYYjohU+XZzGEdUVVnwNzZ1AUJwtT9jBl1ypCPLwYFBmL/hLpbeHwDCM3ejglQR0x759NwNqX0WdtA6BnSzMJkZ68PT+FLUeK6jilda+tXxgTu92It85I73mf8cza3ymwWeo6WUJU2qVTOgshhBBCCCGEuCQpipNPfv2Vp+YmcZ3HMnoFF+HT6Wk8m12FSmOo6+RVqyMFOXyy4z/+OLKD9v4RXNOoNdpLqDUnAGodxeH9yIu+B9Ra/DZ9gO+m99Hl7eO2LgE08Tfw7KxDrNqXX9cprXMhHl6M7zKIe1p2ZsKO/4ie9Q6Tdi6nxG6r66QJcd4ujVcnQgghhBBCCCEuOU5rPilbZvL83wf5NqsLV/ns5P5OrdH5DqzrpFUrBYV9eVksTUtma04a/npPBjeOI8zTu66TVqMcHsHktbwDXe5uPFOXErD+day+rRkdfRnT9zbmxdlHuLGDP8O7B2IyXGIB2ErQqNXc0aID/cNa8mXyWh5ZNYf/2/Q390UlMqxlR6J96vdM7uLSJ8FHIYQQQgghhBAXBUVRsOfuo+ToMnbuWMbMXXZm5F1BkZLA6NZ5XBvTAVU9nHClPAU2CwcLstmTl8G27FSyrEX46z3pH9qSaJ+ghjNRlUqFzTeaXJ9W6HJ343F8HcE7J/CUxpO5oYP5dVMr/t6ezbXt/Onf2pvmgYZL5jtQWaGe3jwfP4BhLTryy8GtfLJjGW9vWUiMbwgDI6LpGdKczoGRhHt6N9hzJC5OKkVRlLpORH0TFxeHw+EgLCysrpMihKhBYWFhfPPNN7X6mVK+CNEw1Hb5ImWLEA1Dfai7hJmL6N7oGDqNE4PWgYfWjpfBho/BxmznlSwu6cBBexjHnX6ufQKcGbS1bMDkLKipbFQrq1GHzahDUYGiAlQqnGoVTo0KRa3GoVXDGXEhjc2JrsSG1uqokzRfbLw0NiL1BQTqislyevNHcQ/22Ru51ntQTLD6ON6qPAwU00R9kPTCDNJs5jpMde1zqlXkB5rICzJhMenLrNcX2dAX29BZ7GitDjR2Bxq7E7VDQe1wEpacibHo/Lpv10X5Ii4d0vLxAhgMBqxWa5WOkZqaCiAPAci5OJ2ci1IN+TxUR/lSnkvtnF5q+YFLL0+Sn4tLTZUtF6P6fq0uREPMMzTMfF+MeTYYDOTn55Oamnpe6Rrebjct/MuO43fc4csHqUPL3SdTHcgSjyuqnNZaJcPxVY39xL8KFOPBQWdj19/rHJ0Z3/xVnvDpX/Npq0esnjqsnroK1xf5GIlddqD2EiQaLGn5WEcGDBgAwMKFC+s4JXVPzsUpci5KyXmofpfaOb3U8gOXXp4kP6KuNMRr1RDzDA0z3xdrni/WdDU0ch3qnlwDIcrXQAaREEIIIYQQQgghhBBC1DYJPgohhBBCCCGEEEIIIWqEBB+FEEIIIYQQQgghhBA1QoKPQgghhBBCCCGEEEKIGiHBRyGEEEIIIYQQQgghRI2Q4KMQQgghhBBCCCGEEKJGqBRFUeo6EUIIIYQQQgghhBBCiEuPtHwUQgghhBBCCCGEEELUCAk+CiGEEEIIIYQQQgghaoQEH4UQQgghhBBCCCGEEDVCgo9CCCGEEEIIIYQQQogaIcHHGpaZmcnTTz9NYmIiCQkJjBw5kuTkZNf6nTt3MnToUNq3b0/fvn2ZNm1aHaa29uzfv5+EhAR++eUX17KGdC6OHj1KdHR0mX8//fQT0LDOxZw5c7j66quJi4vjmmuuYf78+a51Dek8VMXEiRMZNmyY27JFixZx0003kZCQQP/+/Xn33XcpKSk563H69+9f5jv51FNP1WTSy1Vefp5//vkyaevdu/dZjzN//nzXd+u6665j6dKlNZnsCp2Zn2HDhpV7/0dHRzNnzpwKj1OX1ycnJ4dXXnmF3r1706FDB26//XbWrVvnWn8h92pdXp9z5ac+3z8NQXllxNatWxk6dCgJCQn06dOH9957D6vV6lrvdDr55JNP6NWrF+3atWPEiBEcPHiwtpNeaVW99+pjvqt6f9bHPMO58326l156if79+7stq65818Z3Tup35+9CnpnkGlSPqjyjyDUQohyKqFG33HKLMmTIEGXLli1KcnKyMmbMGKVHjx5KUVGRkpWVpXTt2lV58cUXleTkZOXnn39W4uLilJ9//rmuk12jrFarcuONNypRUVHKrFmzFEVRGty5WLhwoRIXF6ccO3ZMSU9Pd/0rLi5uUOdizpw5Sps2bZQZM2YoBw4cUCZMmKC0bt1a2bBhQ4M6D1Xx5ZdfKtHR0crQoUNdy9auXau0adNG+fzzz5UDBw4oS5YsUfr06aM899xzFR4nPz9fiY6OVv7991+372ReXl5tZMOlvPwoiqIMHjxYGTdunFvaMjMzKzzOypUrldjYWOXrr79WkpOTlXfeeUdp27atkpycXNNZcFNefrKzs93ykZ6erowcOVK58sorlfz8/HKPU9fX55577lEGDRqkrF27Vtm7d6/y+uuvK/Hx8UpycvIF3at1fX3Olp/6fP80BOXdU5mZmUqXLl2Ul19+2XXNEhMTlXfeece1zaeffqp069ZNWbx4sbJz505lxIgRyuWXX65YLJa6yMZ5q+q9Vx/zXdX7sz7mWVHOnu/T/fPPP0pUVJTSr18/t+XVle+a/s5J/e78Xegzk1yDqqvqM4pcAyHKkuBjDcrKylIef/xxZffu3a5lO3fuVKKiopTNmzcrkydPVnr16qXYbDbX+g8//FAZOHBgXSS31nz44YfKsGHD3H5IG9q5mDRpkjJo0KBy1zWUc+F0OpV+/fq5PRwqiqKMGDFCmTx5coM5DxcqLS1Nuffee5X27dsrV155pduD+JNPPqncc889btvPmTNHiYmJqfAhZP369UpUVJSSm5tbo+muyNnyY7fblbi4OOWff/457+ONGDFCeeyxx9yWDRkyRHn55ZerLc1nc7b8nOn3339XYmJilKSkpAq3qcvrc+DAASUqKkpZv369a5nT6VQuv/xy5aOPPrqge7Uur8+58lMf75+G4Gz31MlgzOnB+7feeku59tprFUVRFIvFoiQkJCjfffeda31ubq4SHx+vzJ07t/YyUUlVvffqY76ren/WxzwryrnzfdKxY8eUxMREZejQoW7Bx+rKd21856R+d/4u5JlJrkHVVfUZRa6BEOWTbtc1yM/Pj3HjxtGqVSsAMjIymDZtGqGhobRs2ZJ169bRuXNntFqta5/ExET2799PZmZmXSW7Rq1du5aZM2fy7rvvui1vaOdi165dtGzZstx1DeVc7Nu3j6NHj3Lddde5LZ82bRqjRo1qMOfhQm3fvh0fHx9+++032rVr57ZuxIgRPPPMM2X2sdvtFBQUlHu8Xbt2ERQUhLe3d42k91zOlp8DBw5gsVho0aLFeR3L6XSyYcMGEhMT3ZZ37dq1wi5s1e1s+TldUVER7733HnfffTfR0dEVbleX18fPz48pU6bQtm1b1zKVSoWiKOTm5lb6Xq3r63Ou/NTH+6chONs95evrC8D333+Pw+HgyJEjLFmyxLVdUlIShYWFbt85b29vYmJiWLt2ba3lobKqeu/Vx3xX9f6sj3mGc+cbQFEUnnvuOa6//nq6dOnitn915bs2vnNSvzs/F/rMJNeg6qr6jCLXQIjySfCxlrz88sv06NGDP//8kzfffBNPT0/S0tIIDQ112y44OBiAlJSUukhmjcrLy+OZZ57hpZdeIiwszG1dQzsXu3fvJjMzkzvuuIPu3btz++23s2zZMqDhnIsDBw4ApcGXe++9l27dunHLLbewaNEioOGchwvVv39/PvzwQyIjI8usi4mJoXXr1q6/rVYrX375JbGxsfj7+5d7vN27d+Pp6cmYMWPo2bMngwYNYsaMGTidzhrLw+nOlp/du3ejUqn46quv6N+/P5dddhmvv/46+fn55R4rLy+PoqKicr8/qampNZL+M50tP6f74YcfKCws5MEHHzzrdnV5fby9venTpw96vd61bP78+Rw6dIiePXtW+l6t6+tzrvzUx/unITjbPdWpUydGjhzJxx9/TFxcHAMGDCAoKIiXX34ZKP09AcrUPWqzTLgQVb336mO+q3p/1sc8w7nzDTBjxgyOHz/OE088UWb/6sp3bXznpH53blV5ZpJrUHVVfUaRayBE+ST4WEvuvvtuZs2axaBBg3jooYfYvn07JSUlbj/uAAaDAQCLxVIXyaxRY8eOpX379mXeIgEN6lxYrVYOHDhAQUEBjz32GFOmTCEuLo7777+flStXNphzcbIF0bPPPsu1117L9OnT6dGjB6NHj25Q56Gm2e12nnnmGZKTk3n11Vcr3G7Pnj3k5+dz9dVXM23aNIYMGcLHH3/Mp59+WouprThtarWaiIgIJk+ezLPPPsuSJUsYPXp0ucGdkxMPlPf9uZi+Ow6Hg6+//po77rgDLy+vs257MV2f9evX88ILLzBgwAD69+9f6Xv1Yrs+Z+bndJfC/dMQ5OXlceDAAe68805++uknPv74Yw4dOsTYsWMBKC4uBi6e79yFquy9dynku7L356WQZyib76SkJCZMmMD7779fJm9Qc/muie+c1O/OrSrPTHINqq6qzyhyDYQon/bcm4jqcLKL7euvv86mTZv45ptvMBqNbjMxwqnCxtPTs9bTWJPmzJnDunXr+P3338td35DOhV6vZ+3atWi1WtePTtu2bdm7dy/Tpk1rMOdCp9MBcO+99zJ48GAA2rRpw44dO/jyyy8bzHmoSScD3KtXr+aTTz45a/ffL7/8EovFgtlsBiA6OprCwkImTZrEmDFjUKvr7l3VmDFjGD58uKtLa1RUFEFBQQwZMoStW7eWydfJylt53x8PD4/aSfR5WLNmDSkpKdx6663n3PZiuT4LFizgqaeeol27dowbNw6ofPl9MV2f8vJz0qVy/zQEH3zwAXl5ea5gb2xsLD4+PgwfPpy7774bo9EIlH7nTv4fLr4y4Wwu5N6r7/m+kPuzvucZyubbYrHw1FNP8eCDD7q1+jxdTeS7pr5zUr87u6o+M8k1qLqqPqPINRCifFIbrkGZmZnMnTsXh8PhWqZWq2nRogXp6emEhoaSnp7uts/Jv0NCQmo1rTVt1qxZZGZm0rdvXxISEkhISADg1Vdf5ZprrmlQ5wJKf1TOfNsVFRXFsWPHGsy5ONnVICoqym15y5YtOXLkSIM5DzUlPT2dO++8k40bNzJ16tQyLUbOpNPpXIGTk6KioigqKnKNN1VXVCpVmbH0Tn5vTnZtOZ2vry+enp7lfn/O7OJSlxYsWEB8fPw5u2bDxXF9vvnmG8aMGUPv3r2ZOnWqq0Jd2Xv1Yrk+FeXnZFoulfunIVi/fj1xcXFuy04Go/bv3+/q+lbX37kLdaH3Xn3O94Xen/U5z1B+vjdv3syePXuYMGGCqw79+eefk5KSQkJCAr/99lu157smv3NSvzu7qj4zyTWouqo+o8g1EKJ8EnysQenp6Tz55JOsWbPGtcxms7Fjxw5atGhB586dWb9+vVtwcuXKlTRr1oyAgIC6SHKN+eCDD5g3bx5z5sxx/QN45JFHmDJlSoM6F0lJSSQkJJSZWGHbtm20bNmywZyLmJgYTCYTmzdvdlu+e/duGjdu3GDOQ03Izc3l7rvvJisri++++67MxB5ncjqd9O/fn0mTJrkt37p1K4GBgfj5+dVkcs/pySef5N5773VbtnXrVoByJ25SqVR06NDBrewFWL16NR07dqy5hFbS+vXrz3lt4OK4Pt999x2vv/46d955Jx999JHby5PK3qsXw/U5W34utfunIQgNDWXXrl1uy3bv3g1A06ZNad26NWazmdWrV7vW5+XlsWPHDjp16lSraa2sqtx79TXfVbk/62ueoeJ8x8fH8/fff/Prr7+66tC33XYbwcHBzJkzh/79+1drvmv6Oyf1u7Or6jOTXIOqq+ozilwDISpQhzNtX/KcTqcyYsQIZeDAgcratWuVXbt2KY8//rjSuXNn5ejRo0pGRobSuXNn5dlnn1X27NmjzJo1S4mLi1N++eWXuk56rYiKilJmzZqlKIrSoM6Fw+FQbrnlFuXaa69V1q5dqyQnJytvvfWW0rZtWyUpKalBnYvPPvtMSUhIUH7//Xfl4MGDysSJE5XWrVsrq1atalDnoaqeffZZZejQoW5/x8bGKitXrlTS09Pd/tntdkVRFCUvL0/JzMx07fPOO+8oHTp0UObNm6ccPHhQ+eGHH5T4+Hhl5syZdZ6fRYsWKdHR0crEiROVgwcPKosXL1b69++vPPHEE65tzszPsmXLlDZt2ijTp09XkpOTlXfffVeJj49XkpOTazUvilI2P4qiKHa7XYmNjVV+++23cve5mK7Pvn37lNjYWOWhhx4q833Ky8s7r3v1Yro+58pPfb9/GoIz76lly5Yp0dHRyvjx45WDBw8qK1asUAYOHKjcf//9rm3GjRundOnSRVmwYIGyc+dOZcSIEcoVV1yhWCyWusjCeamOe6++5bs67s/6lmdFOXe+z/TJJ58o/fr1c1tWHfmuje+c1O8qr7LPTHINqq6qzyhyDYQoS4KPNSwvL0959dVXlR49eijx8fHKiBEjlN27d7vWb968Wbn11luVtm3bKv369VO+/vrrOkxt7Tr9h1RRGta5yMzMVJ5//nmlR48eSlxcnDJkyBBl7dq1rvUN6VxMnz5d6d+/vxIbG6sMGjRI+eeff1zrGtJ5qIrTH8QdDocSFxenREVFlfvv8OHDrn1Of3Cx2WzKxIkTlQEDBiixsbHKwIED6yxwUl6w7s8//1RuuOEGJT4+XunRo4fyzjvvKCUlJW77nPkgNnv2bOXyyy9X4uLilMGDBysrVqyolfSfqbz8ZGRkKFFRUcrSpUsr3OdiuT6TJk2q8Pv07LPPKopy7nv1Yro+Z8vP008/Xe/vn4agvHtq8eLFyi233KK0b99e6devn/LWW28phYWFrvV2u1157733lMTERKV9+/bK/fff77qeF6vquPfqW76r4/6sb3lWlPO71qcrL/hYHfmure+c1O8qp7LPTHINqkdVnlHkGghRlkpRFKWuW18KIYQQQgghhBBCCCEuPTLmoxBCCCGEEEIIIYQQokZI8FEIIYQQQgghhBBCCFEjJPgohBBCCCGEEEIIIYSoERJ8FEIIIYQQQgghhBBC1AgJPgohhBBCCCGEEEIIIWqEBB+FEEIIIYQQQgghhBA1QoKPQgghhBBCCCGEEEKIGiHBRyGqgaIodZ0EIcQlRMoUIcTFSMomIYQQQlwICT6KatW/f3+ee+65Ctc/99xz9O/fv9ztjxw5QnR0NL/88kulPjM6OppPP/30whJcRWlpaYwaNYqjR4+6lp3rHAghLlxdlDHl+fTTT4mOjq7yccozadIkpk2bViufJcSlKC0tjaFDhxIXF0e3bt2Ijo5m9erVQP2+n6S+I0T9V5P3jdyTQoiLmQQfRa0aPXo0EyZMqOtkVJsVK1awePHiuk6GEOKES6GM+eijjyguLq7rZAhRb3311Vds3LiRd999l7vuustt3S233MLMmTPrKGX1l9R3hBBCCFEV2rpOgGhYGjduXNdJEEJcwqSMEULk5OQQHBzM1Vdf7WrxeFJoaCihoaF1lDIhhBBCiIZJWj6Kamez2XjjjTfo3LkznTt35tlnnyUrKwso2yWyJuTk5PDKK6/QvXt34uLiuPXWW1m5cqXbNtHR0Xz77be8+OKLdOnShYSEBB555BEyMjLctps2bRoDBgwgPj6e2267jUWLFrm6b/3yyy88//zzAAwYMMCtm4PNZuO9996jR48etG/fnhEjRnDw4MFK5WP16tVER0ezcuVKhg0bRnx8PH379uWnn34iPT2dhx9+mISEBPr06cOMGTOqvJ8Q9UVtlzEWi4W3336bHj16kJCQwPPPP4/FYimz3bp16xg6dCjt2rWjS5cubukC+OWXX4iOjmbz5s0MHjyY+Ph4rrvuOubNm+fa5mR30AkTJpTpGrp48WIGDRpEXFwcAwcOZM6cOZXOS//+/ZkwYQJvv/02Xbt2JSEhgSeffJLCwkKmTJlC79696dixI2PGjCE7O7vK+wlR2/r3788vv/xCSkoK0dHRZVpCn9ntetiwYTz33HN8/vnn9OjRgw4dOvDggw9y+PBht3369+/Pv//+y5VXXkm7du245ZZbytQtzrf+MWHCBG666SY6duzIxIkTLzivUt+R+o6on85WjwFYvnw5d9xxBx07dqRr1648+eSTpKamuh0jKSmJe+65h4SEBPr168dvv/3mtv6RRx6hT58+OJ1Ot+WvvPIKAwYMOO/xW6tynyUlJfHwww+TmJhIbGwsvXr14o033qCkpMS1zYoVKxgyZAgJCQl07tyZ0aNHs2/fPtf6w4cP8+CDD9K1a1fatWvHkCFDWLJkyXml/XTp6ek8/vjjdOnShc6dO/PKK68wfvz4Gn8uFUKcIsFHUe3mz5/Ptm3beOedd3jmmWdYvHgxo0ePrpXPtlgs3H333SxcuJDHH3+cCRMmEBoayn333VemQj5+/HicTifjxo1zpfOtt95yrZ8wYQIffPABV111FRMnTqRdu3Y8/vjjrvV9+/blwQcfdG17eh7nzZvHnj17eOedd3jllVfYunWr276V8cQTT9C/f38mT55M06ZNefXVV7nrrruIiorik08+ITY2lrfffpstW7ZUy35CXOxqu4x5+umnmTlzJvfffz8fffQRubm5ZSrYa9euZfjw4RiNRj766CNeeOEF1qxZw1133eVWyQYYNWoUAwYMYMKECTRr1ownnniChQsXAri6g958881luoa+8sorDB8+nEmTJhEcHMxzzz1HUlJSpfPz5ZdfkpKSwvjx43nggQeYO3cuN910E8uXL+f1119nzJgxLFy4kE8++aRa9hOiNk2YMIE+ffoQFBTEzJkzufnmm8+5z8KFC5k1axYvvvgir732GklJSdx1110UFRW5tsnKyuLZZ5/ljjvu4OOPP8bDw4P777+fbdu2AZWrf0yaNImBAwcybtw4BgwYcEH5lPpO1fcToq6crR7z66+/MmLECEJCQhg3bhzPP/88GzduZMiQIWRmZgJw7Ngxhg4dSm5uLu+//z6PPvooH3zwAceOHXN9xs0330xaWppb62+r1cr8+fMZPHgwKpWqUmmu7H2Wnp7OnXfeSXFxMe+88w5Tp07lqquu4uuvv3bVoU4GFmNjY5k0aRJvvPEG+/btY+TIkTidTpxOJ6NGjaKoqIj33nuPiRMn4uvry+jRoyv1ksNqtXL33XezYcMGXnjhBd5++22SkpKYPn16pc6BEKJqpNu1qHbe3t588cUXmM1mAPz8/HjooYf477//avyzf/31V5KSkvjxxx9p164dAL1792bYsGF88MEHzJo1y7VtVFQUb7/9tuvvLVu28OeffwJQVFTE1KlTufPOO3nqqacA6NmzJ8XFxa6AgL+/v6uLZ5s2bWjUqJHrWCEhIUycOBGdTgfAwYMHmTx5MgUFBa7zcr5uuukm7rnnHgA8PT0ZMmQI8fHxPPLIIwC0bduWhQsXsmHDBuLj46u8nxAXu9osY/bs2cNff/3FK6+8wp133glAr169uO6660hOTnZt9+GHH9KsWTM+//xzNBoNAO3ateOaa65h1qxZrn0Bhg4dysMPP+w61uDBg5k4cSIDBgygffv2QGnX0JP/P+mNN96gd+/eAERGRnLFFVewZs0aWrduXak8mUwmxo8fj1arpXv37syePZv09HR++uknvLy86NOnD6tWrWLDhg3Vsp8QtSkmJgZ/f3/0ej3t27cvt5XymYqKipg1a5brN7158+YMHjyY2bNnu+7d4uJixo4dyw033ABAYmIil112GVOmTOGTTz6pVP0jPj6ekSNHVimfUt+R+o6ov85Wj3n//ffp3r0748ePd23foUMHrr76aqZPn87TTz/NjBkzsNvtTJ06lYCAAACaNWvGrbfe6tqnZ8+ehIaGMmfOHLp16wbAggULyM/PZ/DgwZVOc2Xvs927d9OmTRs+/vhjVz67d+/OypUrWbt2LQ888ABbtmyhpKSEUaNGERISAkBYWBgLFy6kqKiI4uJi9u7dywMPPECfPn2A0vJzwoQJ51W2n/Tbb7+xb98+Zs2aRdu2bYFTZbgQovZIy0dR7fr06eNW4ezfvz86nY4VK1bU+GevXLmSoKAgYmNjsdvt2O12HA4H/fr1Y9u2beTm5rq2PfPBPjQ01DXJw6ZNmygpKeHKK6902+baa689r3TEx8e7KuJQGigAyMvLq3SeEhISXP8PDAwEcD1oQGmFBSA/P79a9hPiYlebZcy6desA3FonqdVqBg4c6Pq7uLiYzZs306dPHxRFcZU9kZGRtGjRguXLl7sd8/rrr3f9X6VScfnll7N9+/ZzTjLTqVMn1/+rUqbEx8ej1Z569xgUFETz5s3x8vJyLfP19S1TNlzofkJc7BISEtzGi42JiSEyMtJ1/wNoNBquueYa199Go5HevXuzfv16oHL1j6ioqCqnWeo7Vd9PiLpSUT3mxx9/5Pjx41x33XVu2zdu3JiEhARXK8b169fTvn17V+ARSr/z4eHhrr/VajWDBw/m77//dt3vs2fPpmvXrkRERFQ6zZW9z3r27Mk333yDwWBg//79/Pvvv0yePJmsrCysVqtrf4PBwM0338zbb7/NihUraN26NY8//jhms5nAwEBatmzJyy+/zHPPPce8efNQFIXnn3++UuXoqlWriIyMdAUeAcxmM/369av0eRBCXDhp+Siq3ckfpJPUajW+vr4XVBGtrJycHI4fP05sbGy5648fP46Pjw8AHh4eZdJ5cvyTk+Ou+Pv7u21zZt4q4unpWebYQJlxV85HeS0Hzkx7de4nxMWuNsuYkw/wZ5YFQUFBrv/n5eXhdDqZOnUqU6dOLXMMg8Hg9vfJt/snBQQEoCgK+fn5Z71HTy9XTpYp5ztm0+mkTBHCXXBwcJllAQEBbmWKv7+/W5Dt5DYny4jK1D/Oty5xNlLfqfp+QtSViuoxJwN35d1/gYGB7NixAyitm5zeAvmk0+smUNpacfLkyfz99990796d5cuXu7WCrozK3mcnh3r49ttvKSoqIiwsjPj4eLc6UaNGjfjmm2+YMmUKP/74IzNmzMDb25s77riDRx99FLVazfTp05k0aRL//PMPs2fPRqfTcdlllzF27Fh8fX3PK+3Z2dlugdqTqqMsFkKcPwk+imp3ZgDA4XC4Cv3TxyKpCV5eXjRt2pQPPvig3PXl/VCX5+RMmFlZWTRv3ty1/PTBoIUQdaM2y5iTb/IzMjLcWhTk5OS4/m8ymVCpVAwfPtytZdRJZ1bOs7Oz3QKQGRkZaDSa865ECyGq1+n380kZGRlurSFzcnJQFMVtnLSMjAzXA2111T/Ol9R3hKi/KqrHnAzwnTkhFJS+UDhZJ/Hz8yt3mzPLssjISLp06cL8+fNdLzivuOKKasrF2U2ZMoUZM2YwduxYBg4c6OolceY4vCe7UVutVtavX8/MmTOZPHky0dHRXH311YSEhDB27FheffVVkpKS+PPPP5k6dSo+Pj783//933mlJSQkpNwxIk+OoSmEqB3S7VpUuxUrVmC3211///XXX9jtdrp27Vrjn92lSxdSU1MJCAggLi7O9W/lypV88cUXrrHYzqV169Z4eXnx999/uy3/66+/3P4++YZfCFF7arOMSUxMBHCNj3bSv//+6/q/2WwmJiaGffv2uZU7rVq1YsKECW6DvQMsWrTI9X9FUfj777/p2LEjer0ekHJFiNq2ceNGt2Db9u3bOXLkiGucNCidnXbZsmWuv0tKSli6dKlrm+qqf5wvqe8IUX9VVI8ZMmQIQUFB/P77727bHz58mE2bNtGhQwegtG6yceNGtxeuycnJHD58uMxn3XzzzaxYsYLffvuNq666qtZaBa9fv56WLVty8803uwKPx44dY/fu3a6W0TNmzKB///5YrVb0ej3dunXj9ddfByA1NZWNGzfSvXt3tmzZgkqlok2bNjz++ONERUWRlpZ23mnp0qULhw8fZufOna5lFouFpUuXVmOOhRDnIjUJUe0yMjIYM2YMK1as4LvvvuOVV16hR48ebpX4mnLjjTcSHh7OPffcw+zZs1m1ahXjxo1j/PjxBAcHl+kyVRGz2cx9993HN998w/jx41m+fDnjx4/n+++/B05Vwr29vQH4559/2Lt3b81kSgjhpjbLmCZNmjBkyBDGjx/PlClTWLZsGU899RS7du1y2+6JJ57gv//+48knn2TJkiUsWrSI++67jxUrVpTpFvn+++/z1VdfsXTpUh555BH27t3Lo48+6lrv7e3Nxo0bWbt27QV1qxZCVE5xcTH3338/CxYs4Ndff+Whhx4iKiqqzLiHL7zwAj///DP//vsv9913H0VFRa5ZoKur/nG+pL4jRP1VUT2mR48ePPHEE6xYsYLHH3+cJUuWMGfOHO655x58fHxcE77cfffd+Pj4cO+99/LXX38xb948Ro8eXe59P3DgQAwGA5s3b+bGG2+stTzGx8eza9cupkyZwpo1a/jpp5+48847sVqtrjEoExMTSU9P56GHHmLJkiX8999/PP/88+j1evr160dMTAxGo5FnnnmGP/74g9WrVzN+/Hh27tzpNvb2uVx77bW0aNGChx56iF9//dVVhmdmZlZ61m8hxIWTbtei2t16662UlJTw0EMPodfrue6663j66adrpXD39PTk22+/5cMPP+T9998nPz+fiIgInnzySUaMGFGpY40aNQqn08nMmTOZNm0a7dq146mnnuLtt992jXHUtWtXunfvzocffsjKlSuZMmVKTWRLCHGa2i5jXn31VQIDA/nmm2/Izc2lV69ePPDAA3z00UeubXr27Mm0adOYMGECjzzyCDqdjtjYWL788ssykz2MHTuWzz//nMOHDxMTE8P06dPdJpN54IEHmDhxIvfffz/z5s2rkTwJIU7p1KkTiYmJvPjii0Dp5A/PPPOMqzXySWPHjuWtt94iKyuLDh068P3339OkSROgeusf50PqO0LUX2erx9x4442YTCY+//xzHnroIcxmM7169eKJJ55wjeno5+fH999/z5tvvslzzz2HyWTivvvuK7fOYDAY6NatG7t27XK1nKwNo0aNIjs7m//973989tlnhIWFcf3116NSqfj888/Jzc2ldevWTJ48mc8++4wnnngCh8NB27ZtmT59umsYiOnTp/Phhx/y5ptvkpeXR9OmTXnttdcqFUjVarVMmzaNN998k7Fjx6LVahk0aBB+fn7s37+/pk6BEOIMKkWaVQhRht1uZ+7cuXTt2pWwsDDX8m+//ZY33niD1atXu1oBCCHE+fjll194/vnnWbhwYbWP/yaEuDDDhg0D4Ouvv65wm08//ZQJEyaUafF8KZD6jhCXtpKSEvr06cOoUaNq5EVIfbBnzx727dvHFVdc4fai+qabbiIsLIwJEybUYeqEaDik5aO4KDkcjvPqbqjV1sxXWKvVMnXqVL766isefPBB/Pz8SEpK4uOPP+aGG26oUkX89DFeKqJSqap9fCghxCl1XcZUJ6fTeV4zy9aHvAjR0NR1WST1HSEuTUePHmX27NmsWLECgFtuucVt/aVwf55P+alSqSgqKuLRRx/ljjvu4PLLL8fhcDB37ly2b9/O008/XUupFULIk4i4KA0fPpw1a9acc7uabIUwefJkxo0bx9ixY8nLyyM8PJzhw4czatSoKh33zPHfytOlS5eztsIQQlTNxVDGVJcXXniB2bNnn3M7aXEpxMXnYiiLpL4jxKVHrVbz9ddf4+npybhx41yTvpx0Kdyfl19+OUePHj3rNhERESxatIiPPvqIadOmMWfOHBRFISYmhi+++MI1saAQouZJt2txUdq3bx+FhYXn3C4uLq4WUlO9tm7des5tTCaTa6wTIUT1u5TKmCNHjpCdnX3O7aKjo8uMYSeEqFuXUll0JqnvCHHxuhTuz127dmG1Ws+6jV6vJzo6upZSJIQ4Gwk+CiGEEEIIIYQQQgghaoS6rhMghBBCCCGEEEIIIYS4NEnwUQghhBBCCCGEEEIIUSMk+CiEEEIIIYQQQgghhKgREnwUQgghhBBCCCGEEELUCAk+CiGEEEIIIYQQQgghaoQEH4UQQgghhBBCCCGEEDVCgo9CCCGEEEIIIYQQQogaIcFHIYQQQgghhBBCCCFEjfh/zfVz5NhBd+YAAAAASUVORK5CYII=","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["figure = sns.pairplot(\n"," data=penguins_cleaned,\n"," hue = \"species\",\n"," height=3\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"558NSlkKpcSD"},"outputs":[],"source":["figure.savefig('pairplot_empty_PNG.png', dpi=300)"]},{"cell_type":"markdown","metadata":{"id":"Zk9a9BIUqm2i"},"source":["If you get empty image, you need to clean previous plots with `matplotlib.pyplot.close()`"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"ZvrIwtC0qtma"},"outputs":[],"source":["import matplotlib\n","matplotlib.pyplot.close()"]},{"cell_type":"markdown","metadata":{"id":"9j2EzjtUrV0X"},"source":["And it should work."]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":1000},"id":"SKYjPS3Pq1ER","outputId":"ad4b6eea-fd6e-44f8-997e-112247a631df"},"outputs":[{"name":"stderr","output_type":"stream","text":["c:\\Users\\mazo260d\\mambaforge\\envs\\devbio-napari-clone\\lib\\site-packages\\seaborn\\axisgrid.py:118: UserWarning: The figure layout has changed to tight\n"," self._figure.tight_layout(*args, **kwargs)\n"]},{"data":{"image/png":"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","text/plain":[""]},"metadata":{},"output_type":"display_data"}],"source":["figure = sns.pairplot(\n"," data = penguins_cleaned,\n"," hue = \"species\",\n"," height=3\n"," )"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"XqdcLls5q8KW"},"outputs":[],"source":["figure.savefig('pairplot_working_PNG.png', dpi=300)"]},{"cell_type":"markdown","metadata":{"id":"g1cBRJFotQRo"},"source":["## Exercise\n","\n","Use the following images and the corresponding data"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"ZFtZVMYTtQRo","outputId":"3a11a613-fff8-4f3e-b8cd-bb926b3f8cee"},"outputs":[{"data":{"text/html":["\n","\n","\n"," \n"," \n"," \n"," area\n"," intensity_mean\n"," major_axis_length\n"," minor_axis_length\n"," aspect_ratio\n"," file_name\n"," \n"," \n"," \n"," \n"," 0\n"," 139\n"," 96.546763\n"," 17.504104\n"," 10.292770\n"," 1.700621\n"," 20P1_POS0010_D_1UL\n"," \n"," \n"," 1\n"," 360\n"," 86.613889\n"," 35.746808\n"," 14.983124\n"," 2.385805\n"," 20P1_POS0010_D_1UL\n"," \n"," \n"," 2\n"," 43\n"," 91.488372\n"," 12.967884\n"," 4.351573\n"," 2.980045\n"," 20P1_POS0010_D_1UL\n"," \n"," \n"," 3\n"," 140\n"," 73.742857\n"," 18.940508\n"," 10.314404\n"," 1.836316\n"," 20P1_POS0010_D_1UL\n"," \n"," \n"," 4\n"," 144\n"," 89.375000\n"," 13.639308\n"," 13.458532\n"," 1.013432\n"," 20P1_POS0010_D_1UL\n"," \n"," \n","\n",""],"text/plain":[" area intensity_mean major_axis_length minor_axis_length aspect_ratio \\\n","0 139 96.546763 17.504104 10.292770 1.700621 \n","1 360 86.613889 35.746808 14.983124 2.385805 \n","2 43 91.488372 12.967884 4.351573 2.980045 \n","3 140 73.742857 18.940508 10.314404 1.836316 \n","4 144 89.375000 13.639308 13.458532 1.013432 \n","\n"," file_name \n","0 20P1_POS0010_D_1UL \n","1 20P1_POS0010_D_1UL \n","2 20P1_POS0010_D_1UL \n","3 20P1_POS0010_D_1UL \n","4 20P1_POS0010_D_1UL "]},"execution_count":37,"metadata":{},"output_type":"execute_result"}],"source":["from skimage.io import imread\n","image1 = imread(\"../../data/BBBC007_batch/20P1_POS0010_D_1UL.tif\")\n","image2 = imread(\"../../data/BBBC007_batch/20P1_POS0007_D_1UL.tif\")\n","df = pd.read_csv(\"../../data/BBBC007_analysis.csv\")\n","data = df[ (df['file_name'] == '20P1_POS0010_D_1UL') | (df['file_name'] == '20P1_POS0007_D_1UL')]\n","data.head()"]},{"cell_type":"markdown","metadata":{"id":"Oe04cpz1tQRo"},"source":["1. Create figure with two rows and two columns of subplots.\n","2. Display the two images below in the first row of subplots\n","3. Display graphs for the corresponding figures on the second row. Choose any axes-level function you like."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"u7aFbzMStQRo"},"outputs":[],"source":[]},{"cell_type":"code","execution_count":null,"metadata":{"id":"lo1_SttFtQRo"},"outputs":[],"source":[]},{"cell_type":"markdown","metadata":{"id":"wyUoyKXHj2UQ"},"source":["---"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"iH1jL0baGMJW","outputId":"6d5f19ea-d739-407e-f397-eb21abd0d25c"},"outputs":[{"name":"stdout","output_type":"stream","text":["Last updated: 2023-08-25T16:39:55.148366+02:00\n","\n","Python implementation: CPython\n","Python version : 3.9.17\n","IPython version : 8.14.0\n","\n","Compiler : MSC v.1929 64 bit (AMD64)\n","OS : Windows\n","Release : 10\n","Machine : AMD64\n","Processor : Intel64 Family 6 Model 165 Stepping 2, GenuineIntel\n","CPU cores : 16\n","Architecture: 64bit\n","\n","watermark : 2.4.3\n","numpy : 1.23.5\n","pandas : 2.0.3\n","seaborn : 0.12.2\n","matplotlib: 3.7.2\n","scipy : 1.11.2\n","\n"]}],"source":["from watermark import watermark\n","watermark(iversions=True, globals_=globals())\n","print(watermark())\n","print(watermark(packages=\"watermark,numpy,pandas,seaborn,matplotlib,scipy\"))"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"exy3CCMStQRo"},"outputs":[],"source":[]}],"metadata":{"colab":{"provenance":[]},"kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.9.17"}},"nbformat":4,"nbformat_minor":0}