{ "cells": [ { "cell_type": "markdown", "id": "cf8f8182-169a-4fe9-92b5-2fa012b3b2fb", "metadata": {}, "source": [ "# Pen's Parade and Pengrams\n", "\n", "This notebook explores the concepts of Pen's Parade and Pengrams, which are graphical methods used to depict income inequality, both at the individual level and in spatial analysis. The Pen's Parade, named after economist Jan Pen, illustrates the distribution of income by visualizing individuals as different heights proportional to their income. This notebook adapts the Pen's Parade for spatial data, treating regions as units and showing the spatial distribution of income levels across different areas. Through this approach, we can visualize income inequality both geographically and statistically, allowing for a clearer understanding of wealth concentration across regions. Additionally, the notebook demonstrates how to create weighted Pengrams, which adjust the visual representation based on factors such as population size.\n", "\n", "Although we illustrate these methods using income, it is important to highlight that the Pen's Parade and Pengram can be applied not only to income but to other variables like wealth, education levels, or even health metrics." ] }, { "cell_type": "markdown", "id": "aef3cd69-bd75-469a-8e77-9f76353257f1", "metadata": {}, "source": [ "## Data\n", "To illustrate the concepts of Pen's Parade and Pengrams, this notebook utilizes data on per capita Gross Domestic Product (GDP) for Mexico's 32 states, covering the decades from 1940 to 2000. Per capita GDP is calculated by dividing the total GDP of a region by its population, providing a measure of the average economic output per person. This metric serves as a useful indicator of the standard of living and economic development across different states. By analyzing this data, we can effectively visualize and assess income inequality and economic disparities both over time and across various regions within Mexico.\n" ] }, { "cell_type": "code", "execution_count": 17, "id": "f75933de-3bc1-4dcd-95aa-fa89b06ae83c", "metadata": {}, "outputs": [], "source": [ "import geopandas as gpd" ] }, { "cell_type": "code", "execution_count": 18, "id": "6bc6ebcc-6dc3-4760-9434-4497a4203522", "metadata": {}, "outputs": [], "source": [ "gdf = gpd.read_file(\"weighted.shp\")" ] }, { "cell_type": "code", "execution_count": 19, "id": "1fa5a919-b988-439c-a922-e4c071b53bc9", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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POLY_IDAREACODENAMEPERIMETERACRESHECTARESPCGDP1940PCGDP1950PCGDP1960...TESTName_1PopulationNAMEppopulati_1Y2000y2000_1pStategeometry
055.467030e+09MX01Aguascalientes313895.5301.350927e+06546702.98510384.06234.08714.0...5.0Aguascalientes944285Aguascalientes9442852.623413e+1027782.00.009647AguascalientesPOLYGON ((-101.8462 22.01176, -101.9653 21.883...
117.252751e+10MX02Baja California Norte2040312.3851.792187e+077252751.37622361.020977.017865.0...1.0Querétaro de Arteaga1404306Baja California Norte14043064.192556e+1029855.00.014347Baja California NorteMULTIPOLYGON (((-113.13972 29.01778, -113.2405...
227.225988e+10MX03Baja California Sur2912880.7721.785573e+077225987.7699573.016013.016707.0...2.0Baja California Sur424041Baja California Sur4240411.106874e+1026103.00.004332Baja California SurMULTIPOLYGON (((-111.20612 25.80278, -111.2302...
3155.016584e+10MX04Campeche1575361.1461.239620e+075016583.7233758.04929.05925.0...15.0Campeche690689Campeche6906892.497739e+1036163.00.007056CampecheMULTIPOLYGON (((-91.83446 18.63805, -91.84195 ...
4227.339157e+10MX05Chiapas1477195.1991.813538e+077339157.3762934.04138.05280.0...22.0Chiapas3920892Chiapas39208923.404903e+108684.00.040057ChiapasPOLYGON ((-91.4375 17.24111, -91.35278 17.1763...
\n", "

5 rows × 43 columns

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" ], "text/plain": [ " POLY_ID AREA CODE NAME PERIMETER \\\n", "0 5 5.467030e+09 MX01 Aguascalientes 313895.530 \n", "1 1 7.252751e+10 MX02 Baja California Norte 2040312.385 \n", "2 2 7.225988e+10 MX03 Baja California Sur 2912880.772 \n", "3 15 5.016584e+10 MX04 Campeche 1575361.146 \n", "4 22 7.339157e+10 MX05 Chiapas 1477195.199 \n", "\n", " ACRES HECTARES PCGDP1940 PCGDP1950 PCGDP1960 ... TEST \\\n", "0 1.350927e+06 546702.985 10384.0 6234.0 8714.0 ... 5.0 \n", "1 1.792187e+07 7252751.376 22361.0 20977.0 17865.0 ... 1.0 \n", "2 1.785573e+07 7225987.769 9573.0 16013.0 16707.0 ... 2.0 \n", "3 1.239620e+07 5016583.723 3758.0 4929.0 5925.0 ... 15.0 \n", "4 1.813538e+07 7339157.376 2934.0 4138.0 5280.0 ... 22.0 \n", "\n", " Name_1 Population NAMEp populati_1 \\\n", "0 Aguascalientes 944285 Aguascalientes 944285 \n", "1 Querétaro de Arteaga 1404306 Baja California Norte 1404306 \n", "2 Baja California Sur 424041 Baja California Sur 424041 \n", "3 Campeche 690689 Campeche 690689 \n", "4 Chiapas 3920892 Chiapas 3920892 \n", "\n", " Y2000 y2000_1 p State \\\n", "0 2.623413e+10 27782.0 0.009647 Aguascalientes \n", "1 4.192556e+10 29855.0 0.014347 Baja California Norte \n", "2 1.106874e+10 26103.0 0.004332 Baja California Sur \n", "3 2.497739e+10 36163.0 0.007056 Campeche \n", "4 3.404903e+10 8684.0 0.040057 Chiapas \n", "\n", " geometry \n", "0 POLYGON ((-101.8462 22.01176, -101.9653 21.883... \n", "1 MULTIPOLYGON (((-113.13972 29.01778, -113.2405... \n", "2 MULTIPOLYGON (((-111.20612 25.80278, -111.2302... \n", "3 MULTIPOLYGON (((-91.83446 18.63805, -91.84195 ... \n", "4 POLYGON ((-91.4375 17.24111, -91.35278 17.1763... \n", "\n", "[5 rows x 43 columns]" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf.head()" ] }, { "cell_type": "markdown", "id": "28d73a8e-842a-49f5-adb3-a0b90348fa2f", "metadata": {}, "source": [ "## Pen's Parade\n", "\n", "\n", "The parade proceeds from the poorest individuals to the wealthiest, where those with the lowest incomes appear as very short figures, while the wealthiest individuals tower above the rest. This visualization allows us to see the stark disparities in income distribution, often revealing that a large portion of the population has much lower incomes, with only a small percentage earning exceptionally high amounts. As the parade progresses, there is usually a gradual increase in height, but the final segment often shows a dramatic spike, symbolizing the extreme concentration of wealth in the hands of a few.\n", "\n", "This method is particularly powerful because it combines a vivid, intuitive picture with a clear, ordered progression of income distribution. The Pen’s Parade makes inequality tangible by visually showing not only the presence of inequality but also its scale and extremity. It emphasizes the vast differences between individuals at the lower and upper ends of the income spectrum, making it clear how much of the total wealth is held by the top earners. This graphical representation is useful in discussions about income inequality as it demonstrates the inequality's real-world impact, illustrating the imbalance in a way that is more immediate and relatable than abstract statistical measures alone, such as the Gini coefficient.\n", "\n", "For spatial analysis, the regions take the place of individuals, as the focus is on the spatial distribution of incomes, rather than the distribution of individual incomes." ] }, { "cell_type": "code", "execution_count": 20, "id": "253bedb6-8989-4743-82d0-0636d24cfaa6", "metadata": {}, "outputs": [], "source": [ "from inequality.pen import pengram, pen" ] }, { "cell_type": "code", "execution_count": 21, "id": "7430bd3d-7e84-49c5-9a2b-1f0bbd609ade", "metadata": {}, "outputs": [], "source": [ "col = \"PCGDP2000\"\n", "weight = \"p\"\n", "name = \"NAME\"\n", "figsize = (16, 9)" ] }, { "cell_type": "code", "execution_count": 22, "id": "01ec901b-3fce-4752-8704-34ea00b8c844", "metadata": {}, "outputs": [ { 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kGRMLIiIiIiLSjIkFERERERFpxsSCiIiIiIg0Y2JBRERERESaMbEgIiIiIiLNmFgQEREREZFmTCyIiIiIiEgzJhZERERERKQZEwsiIiIiItLM6nV3gIiIiIjoTec/YqXmGNEzupmgJ28ujlgQEREREZFmTCyIiIiIiEgzJhZERERERKQZEwsiIiIiItKMiQUREREREWnGxIKIiIiIiDRjYkFERERERJoxsSAiIiIiIs2YWBARERERkWZMLIiIiIiISDMmFkREREREpBkTCyIiIiIi0szK2F9ISUnB2rVrsW/fPiQmJkKn08HDwwO1atVC586d4eDgYI5+EhERERHRG8yoEYszZ86gdOnSGDlyJJKSklC4cGEUKlQISUlJGDFiBHx8fHDmzBlz9ZWIiIiIiN5QRo1YDBw4EHXr1sWKFStgY2NjcC4tLQ1BQUEYOHAgdu/ebdJOEhERERHRm82oxOLgwYM4cuRIjqQCAGxsbPDpp5+iatWqJuscERERERG9HYyaCuXq6ooLFy488/yff/4JV1dXzZ0iIiIiIqK3i1EjFr1790b37t3x2WefoUmTJvDw8IBOp0NiYiJ27NiByZMnIyQkxExdJSIiIiJ6Pv8RK00SJ3pGN5PE+S8xKrEYN24c7OzsMHv2bIwcORI6nQ4AICLw9PTEqFGjMHLkSLN0lIiIiIiI3lxGl5v95JNP8Mknn+DSpUtITEwEAHh6eqJYsWIm7xwREREREb0djE4sMhUrVozJBBERERERAVCRWFy5cgWLFi3KsUFezZo10a9fP3h7e5ujn0RERERE9AYzqipUVFQUypQpg02bNuHdd99Ft27d8OGHH+Ldd9/F5s2bUbZsWfzxxx/m6isREREREb2hjBqxGDp0KHr16oU5c+Y883xISAgOHz5sks4REREREdHbwagRi1OnTqFfv37PPN+3b1+cOnVKc6eIiIiIiOjtYlRiUaBAAezbt++Z5/fv348CBQpo7hQREREREb1djJoKNXz4cPTr1w/R0dG5bpC3bNkyzJ0710xdJSIiIiKiN5VRicWAAQOQL18+zJkzB4sXL0ZGRgYAwNLSEv7+/li5ciU6dOhglo4SEREREdGby+hysx07dkTHjh2Rnp6OW7duAQDy588Pa2trk3eOiIiIiIjeDqo3yLO2tuZ6CiIiIiIiAmDk4m0AOHz4MLp27YpixYrBzs4O9vb2KFasGLp27YojR46Yo49ERERERPSGM2rEYvPmzejQoQMaNWqEIUOGwMPDAyKCGzduICIiArVq1cL69evRpk0bc/WXiIiIiIjeQEYlFp999hnGjx+PUaNG5TgXEhKCadOm4dNPP2ViQURERET0H2PUVKg///wT7du3f+b5tm3bIi4uTnOniIiIiIjo7WJUYlGiRAls3rz5mee3bNmC4sWLa+0TERERERG9ZYyaCjV+/Hh06tQJkZGRaNq0aY4N8iIiIhAWFmauvhIRERHRv4T/iJUmiRM9o5tJ4pB2Ro1YvP/++/j999/h5OSE2bNno3v37ujWrRtmz54NR0dHREZGPneqVHaLFi1C+fLl4ezsDGdnZ9SoUQO//vqrcl5EMG7cOHh5ecHOzg7169fH6dOnDWKkpqZi8ODByJ8/PxwcHNC6dWtcuXLFoE1SUhICAwOh1+uh1+sRGBiIu3fvGrSJj49Hq1at4ODggPz58yM4OBhpaWnGPDxERERERP9ZRu9jUaNGDdSoUcMkd16oUCFMnToVJUuWBACsWLECbdq0wbFjx1C2bFlMnz4ds2fPRmhoKEqXLo2JEyeiSZMmOHfuHJycnAA8XTT+008/ISwsDPny5cOwYcPQsmVLREdHw9LSEgDQpUsXXLlyBeHh4QCAPn36IDAwED/99BMAICMjAwEBAXBzc0NUVBRu376N7t27Q0Qwf/58k/ytRERERET/Zqo3yDOFVq1aGfw8adIkLFq0CAcOHICvry/mzp2LMWPGKKMgK1asgIeHB9auXYu+ffsiOTkZy5cvx6pVq9C4cWMAwOrVq+Ht7Y3ffvsNzZo1Q2xsLMLDw3HgwAFUq1YNALB06VLUqFED586dg4+PDyIiInDmzBkkJCTAy8sLADBr1iwEBQVh0qRJcHZ2foWPChERERHR28foDfKOHz+OiRMnYuHChbh165bBuXv37uGjjz5S1ZGMjAyEhYUhJSUFNWrUwKVLl5CYmIimTZsqbWxtbVGvXj3s27cPABAdHY309HSDNl5eXihXrpzSZv/+/dDr9UpSAQDVq1eHXq83aFOuXDklqQCAZs2aITU1FdHR0c/sc2pqKu7du2dwIyIiIiL6LzIqsYiIiEDVqlURFhaGadOmoUyZMti9e7dy/tGjR1ixYoVRHTh58iQcHR1ha2uLfv36YdOmTfD19UViYiIAwMPDw6C9h4eHci4xMRE2NjZwdXV9bht3d/cc9+vu7m7QJvv9uLq6wsbGRmmTmylTpijrNvR6Pby9vY3624mIiIiI/i2Mmgo1btw4DB8+HJMmTYKIYObMmWjdujV++OEHNG/eXFUHfHx8EBMTg7t372LDhg3o3r07IiMjlfM6nc6gvYjkOJZd9ja5tVfTJrvRo0fj448/Vn6+d+8ekwsiIiL61zFFBSdWb/r3M2rE4vTp08pUJ51OhxEjRmDJkiX44IMPlIXQxrKxsUHJkiVRuXJlTJkyBe+++y7mzZsHT09PAMgxYnDjxg1ldMHT0xNpaWlISkp6bpvr16/nuN+bN28atMl+P0lJSUhPT88xkpGVra2tUtEq80ZERERE9F9kVGJha2ubo0xr586dsXz5cnTq1AmbNm3S3CERQWpqKooVKwZPT0/s2LFDOZeWlobIyEjUrFkTAODv7w9ra2uDNteuXcOpU6eUNjVq1EBycjIOHTqktDl48CCSk5MN2pw6dQrXrl1T2kRERMDW1hb+/v6a/yYiIiIion87o6ZCVahQAbt3787xZbtjx4548uQJunfvbtSdf/rpp2jRogW8vb1x//59hIWFYc+ePQgPD4dOp0NISAgmT56MUqVKoVSpUpg8eTLs7e3RpUsXAIBer0fPnj0xbNgw5MuXD3nz5sXw4cPh5+enVIkqU6YMmjdvjt69e2Px4sUAnpabbdmyJXx8fAAATZs2ha+vLwIDAzFjxgzcuXMHw4cPR+/evTkKQURERET0EoxKLPr374/ff/8913OdO3cGACxZsuSl412/fh2BgYG4du0a9Ho9ypcvj/DwcDRp0gQAMHLkSDx69AgDBgxAUlISqlWrhoiICGUPCwCYM2cOrKys0KFDBzx69AiNGjVCaGiosocFAKxZswbBwcFK9ajWrVtjwYIFynlLS0ts27YNAwYMQK1atWBnZ4cuXbpg5syZL//gEBERERH9hxmVWLRr1w7t2rV75vnOnTsrCcbLWL58+XPP63Q6jBs3DuPGjXtmmzx58mD+/PnP3cgub968WL169XPvq3Dhwvj555+f24aIiIiIiHJn9AZ5P/zwAzZv3oz09HQ0btwYffr0MUe/iIiIiIjoLWJUYrFkyRL069cPpUqVQp48ebBhwwZcunQJU6ZMMVf/iIiIiIjoLWBUVaj58+djzJgxOHfuHI4fP47ly5cbrFUgIiIiIqL/JqMSi4sXL6JHjx7Kz4GBgUhNTX3u7tRERERERPTvZ9RUqEePHsHR0VH52dLSEra2tnj48KHJO0ZERERExuEO2fQ6Gb14e9myZQbJxePHjxEaGor8+fMrx4KDg03TOyIiIiIieisYlVgULlwYS5cuNTjm6emJVatWKT/rdDomFkRERERE/zFGJRaXL182UzeIiIiIiOhtZvRUKCIiIiLShmsh6N/I6MTiyZMnCA0NxcaNG3H58mXodDoUK1YMH3zwAQIDA6HT6czRTyIiIiIieoMZVW5WRNC6dWv06tULf//9N/z8/FC2bFn89ddfCAoKQrt27czVTyIiIiIieoMZNWIRGhqK33//HTt37kSDBg0Mzu3atQtt27bFypUr0a0bh+aIiIiIiP5LjBqxWLduHT799NMcSQUANGzYEKNGjcKaNWtM1jkiIiIiIno7GJVYnDhxAs2bN3/m+RYtWuD48eOaO0VERERERG8XoxKLO3fuwMPD45nnPTw8kJSUpLlTRERERET0djEqscjIyICV1bOXZVhaWuLx48eaO0VERERERG8XoxZviwiCgoJga2ub6/nU1FSTdIqIiIiIiN4uRiUW3bt3f2EbVoQiIiIiIvrvMSqx+O6778zVDyIiIiIieosZvfM2ERER0ZvIf8RKzTGiZxjOvDBFzNziEv0bGZVYXLt2DQsWLMCkSZMAALVr18bDhw+V85aWlti8eTMKFixo2l4SEREREdEbzaiqUAsXLsTdu3eVn48fP446deqgTZs2aNOmDSwtLTFnzhxT95GIiIiIiN5wRo1Y/PTTT5gxY4bBsSFDhqB48eIAgOrVq+Pjjz/GzJkzTddDIiIiIiJ64xk1YnH58mWUKFFC+blJkyZwcHBQfvbx8cGlS5dM1zsiIiIiInorGDVi8fjxYyQnJys/b9y40eB8UlISLCyMylWIiIiIiOhfwKgswMfHB/v27Xvm+b1796J06dKaO0VERERERG8XoxKLTp064YsvvsCJEydynDt+/Di+/PJLdO7c2WSdIyIiIiKit4NRU6FCQkLw888/w9/fH02aNIGPjw90Oh3Onj2LHTt2oEaNGggJCTFTV4mIiIiI6E1lVGJhbW2NHTt2YPbs2QgLC8OePXsAAKVKlcKECRMwdOhQWFtbm6OfRERERET0BjN6520bGxuMGjUKo0aNMkd/iIiIiIjoLWTUGoukpCTMnz8f9+7dy3EuOTn5meeIiIiIiOjfzajEYsGCBfj999/h7Oyc45xer8fevXsxf/58k3WOiIiIiIjeDkYlFhs2bEC/fv2eeb5v37748ccfNXeKiIiIiIjeLkatsYiLi0OpUqWeeb5UqVKIi4vT3CkiIiL69/IfsVJzjOgZ3UzQEyIyJaNGLCwtLXH16tVnnr969Sp33iYiIiIi+g8yKguoWLEiNm/e/MzzmzZtQsWKFbX2iYiIiIiI3jJGTYUaNGgQOnXqhEKFCqF///6wtLQEAGRkZGDhwoWYM2cO1q5da5aOEhERERHRm8uoxOL999/HyJEjERwcjDFjxqB48eLQ6XSIi4vDgwcPMGLECHzwwQfm6isRERG9QlwLQUTGMHqDvEmTJqFt27ZYs2YNLly4ABFB3bp10aVLF1StWtUcfSQiIiIiojecUYnFw4cPMWLECGzevBnp6elo1KgR5s+fj/z585urf0RERERE9BYwavH22LFjERoaioCAAHTu3Bm//fYb+vfvb66+ERERERHRW8KoEYuNGzdi+fLl6NSpEwCga9euqFWrFjIyMpSF3ERERERE9N9j1IhFQkIC6tSpo/xctWpVWFlZPXdvCyIiIiIi+vczKrHIyMiAjY2NwTErKys8fvzYpJ0iIiIiIqK3i1FToUQEQUFBsLW1VY79888/6NevHxwcHJRjGzduNF0PiYiIiIjojWdUYtG9e/ccxz788EOTdYaIiIiIiN5ORiUW3333nbn6QUREREREbzGj1lgQERERERHlhokFERERERFpZtRUKCIiInrz+I9YaZI40TO6mSQOEf03ccSCiIiIiIg044gFERHRK2SK0QWOLBDRm4gjFkREREREpBkTCyIiIiIi0oyJBRERERERacbEgoiIiIiINHuticWUKVNQpUoVODk5wd3dHW3btsW5c+cM2ogIxo0bBy8vL9jZ2aF+/fo4ffq0QZvU1FQMHjwY+fPnh4ODA1q3bo0rV64YtElKSkJgYCD0ej30ej0CAwNx9+5dgzbx8fFo1aoVHBwckD9/fgQHByMtLc0sfzsRERER0b/Ja00sIiMjMXDgQBw4cAA7duzA48eP0bRpU6SkpChtpk+fjtmzZ2PBggU4fPgwPD090aRJE9y/f19pExISgk2bNiEsLAxRUVF48OABWrZsiYyMDKVNly5dEBMTg/DwcISHhyMmJgaBgYHK+YyMDAQEBCAlJQVRUVEICwvDhg0bMGzYsFfzYBARERERvcVea7nZ8PBwg5+/++47uLu7Izo6GnXr1oWIYO7cuRgzZgzat28PAFixYgU8PDywdu1a9O3bF8nJyVi+fDlWrVqFxo0bAwBWr14Nb29v/Pbbb2jWrBliY2MRHh6OAwcOoFq1agCApUuXokaNGjh37hx8fHwQERGBM2fOICEhAV5eXgCAWbNmISgoCJMmTYKzs/MrfGSIiIiIiN4ub9Qai+TkZABA3rx5AQCXLl1CYmIimjZtqrSxtbVFvXr1sG/fPgBAdHQ00tPTDdp4eXmhXLlySpv9+/dDr9crSQUAVK9eHXq93qBNuXLllKQCAJo1a4bU1FRER0fn2t/U1FTcu3fP4EZERERE9F/0xiQWIoKPP/4YtWvXRrly5QAAiYmJAAAPDw+Dth4eHsq5xMRE2NjYwNXV9blt3N3dc9ynu7u7QZvs9+Pq6gobGxulTXZTpkxR1mzo9Xp4e3sb+2cTEREREf0rvDGJxaBBg3DixAmsW7cuxzmdTmfws4jkOJZd9ja5tVfTJqvRo0cjOTlZuSUkJDy3T0RERERE/1ZvRGIxePBgbN26Fbt370ahQoWU456engCQY8Tgxo0byuiCp6cn0tLSkJSU9Nw2169fz3G/N2/eNGiT/X6SkpKQnp6eYyQjk62tLZydnQ1uRERERET/Ra81sRARDBo0CBs3bsSuXbtQrFgxg/PFihWDp6cnduzYoRxLS0tDZGQkatasCQDw9/eHtbW1QZtr167h1KlTSpsaNWogOTkZhw4dUtocPHgQycnJBm1OnTqFa9euKW0iIiJga2sLf39/0//xRERERET/Iq+1KtTAgQOxdu1abNmyBU5OTsqIgV6vh52dHXQ6HUJCQjB58mSUKlUKpUqVwuTJk2Fvb48uXboobXv27Ilhw4YhX758yJs3L4YPHw4/Pz+lSlSZMmXQvHlz9O7dG4sXLwYA9OnTBy1btoSPjw8AoGnTpvD19UVgYCBmzJiBO3fuYPjw4ejduzdHIoiIiIiIXuC1JhaLFi0CANSvX9/g+HfffYegoCAAwMiRI/Ho0SMMGDAASUlJqFatGiIiIuDk5KS0nzNnDqysrNChQwc8evQIjRo1QmhoKCwtLZU2a9asQXBwsFI9qnXr1liwYIFy3tLSEtu2bcOAAQNQq1Yt2NnZoUuXLpg5c6aZ/noiIiIion+P15pYiMgL2+h0OowbNw7jxo17Zps8efJg/vz5mD9//jPb5M2bF6tXr37ufRUuXBg///zzC/tERERERESG3ojF20RERERE9HZjYkFERERERJoxsSAiIiIiIs2YWBARERERkWZMLIiIiIiISDMmFkREREREpNlrLTdLRET0pvIfsVJzjOgZ3UzQEyKitwNHLIiIiIiISDMmFkREREREpBkTCyIiIiIi0oxrLIiI6K3GtRBERG8GJhZERPRKmCIBAJgEEBG9qTgVioiIiIiINGNiQUREREREmjGxICIiIiIizZhYEBERERGRZkwsiIiIiIhIMyYWRERERESkGcvNEhGRAZaFJSIiNThiQUREREREmjGxICIiIiIizTgViojoLWaKaUucskRERKbAxIKI6BVgAkBERP92TCyIiLLgwmUiIiJ1uMaCiIiIiIg044gFEb2VOLJARET0ZuGIBRERERERacbEgoiIiIiINGNiQUREREREmjGxICIiIiIizZhYEBERERGRZkwsiIiIiIhIMyYWRERERESkGRMLIiIiIiLSjIkFERERERFpxsSCiIiIiIg0Y2JBRERERESaMbEgIiIiIiLNrF53B4jo389/xErNMaJndDNBT4iIiMhcOGJBRERERESaMbEgIiIiIiLNmFgQEREREZFmTCyIiIiIiEgzJhZERERERKQZEwsiIiIiItKM5WaJSMGysERERKQWEwuit5ApEgCASQARERGZDqdCERERERGRZhyxIPr/zDENiCMLRERE9F/BxILeOlwHQERERPTmYWJBZsOr9URERET/HVxjQUREREREmjGxICIiIiIizTgVijhliYiIiIg044gFERERERFpxsSCiIiIiIg0e62Jxe+//45WrVrBy8sLOp0OmzdvNjgvIhg3bhy8vLxgZ2eH+vXr4/Tp0wZtUlNTMXjwYOTPnx8ODg5o3bo1rly5YtAmKSkJgYGB0Ov10Ov1CAwMxN27dw3axMfHo1WrVnBwcED+/PkRHByMtLQ0c/zZRERERET/Oq81sUhJScG7776LBQsW5Hp++vTpmD17NhYsWIDDhw/D09MTTZo0wf3795U2ISEh2LRpE8LCwhAVFYUHDx6gZcuWyMjIUNp06dIFMTExCA8PR3h4OGJiYhAYGKicz8jIQEBAAFJSUhAVFYWwsDBs2LABw4YNM98fT0RERET0L/JaF2+3aNECLVq0yPWciGDu3LkYM2YM2rdvDwBYsWIFPDw8sHbtWvTt2xfJyclYvnw5Vq1ahcaNGwMAVq9eDW9vb/z2229o1qwZYmNjER4ejgMHDqBatWoAgKVLl6JGjRo4d+4cfHx8EBERgTNnziAhIQFeXl4AgFmzZiEoKAiTJk2Cs7PzK3g0iIiIiIjeXm/sGotLly4hMTERTZs2VY7Z2tqiXr162LdvHwAgOjoa6enpBm28vLxQrlw5pc3+/fuh1+uVpAIAqlevDr1eb9CmXLlySlIBAM2aNUNqaiqio6Of2cfU1FTcu3fP4EZERERE9F/0xiYWiYmJAAAPDw+D4x4eHsq5xMRE2NjYwNXV9blt3N3dc8R3d3c3aJP9flxdXWFjY6O0yc2UKVOUdRt6vR7e3t5G/pVERERERP8Ob2xikUmn0xn8LCI5jmWXvU1u7dW0yW706NFITk5WbgkJCc/tFxERERHRv9Ubm1h4enoCQI4Rgxs3biijC56enkhLS0NSUtJz21y/fj1H/Js3bxq0yX4/SUlJSE9PzzGSkZWtrS2cnZ0NbkRERERE/0VvbGJRrFgxeHp6YseOHcqxtLQ0REZGombNmgAAf39/WFtbG7S5du0aTp06pbSpUaMGkpOTcejQIaXNwYMHkZycbNDm1KlTuHbtmtImIiICtra28Pf3N+vfSURERET0b/Baq0I9ePAAf/75p/LzpUuXEBMTg7x586Jw4cIICQnB5MmTUapUKZQqVQqTJ0+Gvb09unTpAgDQ6/Xo2bMnhg0bhnz58iFv3rwYPnw4/Pz8lCpRZcqUQfPmzdG7d28sXrwYANCnTx+0bNkSPj4+AICmTZvC19cXgYGBmDFjBu7cuYPhw4ejd+/eHIUgIiIiInoJrzWxOHLkCBo0aKD8/PHHHwMAunfvjtDQUIwcORKPHj3CgAEDkJSUhGrVqiEiIgJOTk7K78yZMwdWVlbo0KEDHj16hEaNGiE0NBSWlpZKmzVr1iA4OFipHtW6dWuDvTMsLS2xbds2DBgwALVq1YKdnR26dOmCmTNnmvshICIiIiL6V3itiUX9+vUhIs88r9PpMG7cOIwbN+6ZbfLkyYP58+dj/vz5z2yTN29erF69+rl9KVy4MH7++ecX9pmIiIiIiHJ6rYkFGc9/xErNMaJndDNBT4iIiIiI/s8bu3ibiIiIiIjeHhyxMBOOLBARERHRfwlHLIiIiIiISDMmFkREREREpBkTCyIiIiIi0oyJBRERERERacbEgoiIiIiINGNiQUREREREmjGxICIiIiIizZhYEBERERGRZkwsiIiIiIhIMyYWRERERESkGRMLIiIiIiLSjIkFERERERFpxsSCiIiIiIg0Y2JBRERERESaMbEgIiIiIiLNmFgQEREREZFmTCyIiIiIiEgzJhZERERERKQZEwsiIiIiItKMiQUREREREWnGxIKIiIiIiDRjYkFERERERJoxsSAiIiIiIs2YWBARERERkWZMLIiIiIiISDMmFkREREREpBkTCyIiIiIi0oyJBRERERERacbEgoiIiIiINGNiQUREREREmjGxICIiIiIizZhYEBERERGRZkwsiIiIiIhIMyYWRERERESkGRMLIiIiIiLSjIkFERERERFpxsSCiIiIiIg0Y2JBRERERESaMbEgIiIiIiLNmFgQEREREZFmTCyIiIiIiEgzJhZERERERKQZEwsiIiIiItKMiQUREREREWnGxIKIiIiIiDRjYkFERERERJoxsSAiIiIiIs2YWBARERERkWZMLIiIiIiISDMmFkREREREpBkTCyIiIiIi0oyJBRERERERacbEgoiIiIiINGNikc3ChQtRrFgx5MmTB/7+/ti7d+/r7hIRERER0RuPiUUW33//PUJCQjBmzBgcO3YMderUQYsWLRAfH/+6u0ZERERE9EZjYpHF7Nmz0bNnT/Tq1QtlypTB3Llz4e3tjUWLFr3urhERERERvdGsXncH3hRpaWmIjo7GqFGjDI43bdoU+/bty/V3UlNTkZqaqvycnJwMALh37x4yUh9p7tO9e/dyHDNHXFPEfNvi8rE1X1w+tuaLy8fWfHFf1WNrrrh8bM0Xl4+t+eK+yY+tueK+jY9tZmwReWF7nbxMq/+Aq1evomDBgvjjjz9Qs2ZN5fjkyZOxYsUKnDt3LsfvjBs3Dl9++eWr7CYRERER0SuXkJCAQoUKPbcNRyyy0el0Bj+LSI5jmUaPHo2PP/5Y+fnJkye4c+cO8uXL98zfyXTv3j14e3sjISEBzs7O2jtuppiMa76YjGu+mIxrvpiMa76YjGveuG9TX9+2uG9TX9+2uG9CX0UE9+/fh5eX1wvjMrH4//Lnzw9LS0skJiYaHL9x4wY8PDxy/R1bW1vY2toaHHNxcTHqfp2dnU36RDFXTMY1X0zGNV9MxjVfTMY1X0zGNW/ct6mvb1vct6mvb1vc191XvV7/UvG4ePv/s7Gxgb+/P3bs2GFwfMeOHQZTo4iIiIiIKCeOWGTx8ccfIzAwEJUrV0aNGjWwZMkSxMfHo1+/fq+7a0REREREbzQmFll07NgRt2/fxvjx43Ht2jWUK1cOv/zyC4oUKWLy+7K1tcXYsWNzTKV602IyrvliMq75YjKu+WIyrvliMq55475NfX3b4r5NfX3b4r5NfQVYFYqIiIiIiEyAayyIiIiIiEgzJhZERERERKQZEwsiIiIiItKMiQURERH9q2RkZCAyMhJJSUmvuytE/ylcvE30it29exfLly9HbGwsdDodypQpg549e7705jNERK9LQkICdDodChUqBAA4dOgQ1q5dC19fX/Tp0+c1985Qnjx5EBsbi2LFir3urtAbIjo62uCzt1KlSq+7S/86TCzopd29e9foncVflStXrmDr1q2Ij49HWlqawbnZs2erjmvqJODIkSNo1qwZ7OzsULVqVYgIjhw5gkePHiEiIuI/8yYXGRmJmTNnGjyuI0aMQJ06dV53114o8y1Tp9O95p48tXXrVrRo0QLW1tbYunXrc9u2bt36FfXq9Tt//jz27NmDGzdu4MmTJwbnvvjii9fUq1cnLi4Oc+fONXiNDRkyBCVKlNAUt06dOujTpw8CAwORmJgIHx8flC1bFufPn0dwcPAb9dhWqVIFU6dORaNGjUweOyUlBZGRkbl+5gQHB6uKae6k7cyZM7n2V+37wqpVq/DNN9/g0qVL2L9/P4oUKYK5c+eiWLFiaNOmjeb+mtKNGzfQqVMn7NmzBy4uLhARJCcno0GDBggLC4Obm5vq2I8fP8aePXsQFxeHLl26wMnJCVevXoWzszMcHR2NjpeSkoKpU6di586dub5/Xbx48aVjvegzIStTfT4wsXhFVqxYgfz58yMgIAAAMHLkSCxZsgS+vr5Yt26d5r0yTP2GMW3aNBQtWhQdO3YEAHTo0AEbNmyAp6cnfvnlF7z77ruq4n700UeYN28enJycDI6npKRg8ODB+Pbbb42OuXPnTrRu3RrFihXDuXPnUK5cOVy+fBkigkqVKmHXrl2q+mqOJKBOnTooWbIkli5dCiurp9vIPH78GL169cLFixfx+++/q+or8Gre5K9cuQKdToeCBQuqjrF69Wr06NED7du3R61atSAi2LdvHzZt2oTQ0FB06dJFUx8PHz6MH374IdfXw8aNG1XHXblyJWbMmIELFy4AAEqXLo0RI0YgMDBQU3+1srCwQGJiItzd3WFh8ezZrTqdDhkZGZrvz5wjbqZ4fgHA0qVL0b9/f+TPnx+enp4GSaBOp8PRo0e1dlVx79497Nq1Cz4+PihTpozqOD/++CPWr1+f6/PW2P5u374drVu3RoUKFQxeY8ePH8dPP/2EJk2aqO6nq6srDhw4AB8fH3z11Vf4/vvv8ccffyAiIgL9+vUz6ktPdqa+QBQREYFPPvkEEyZMgL+/PxwcHAzOOzs7q+rnsWPH8N577+Hhw4dISUlB3rx5cevWLdjb28Pd3V31Y2CupO3ixYto164dTp48CZ1Ol+PiiJr3hUWLFuGLL75ASEgIJk2ahFOnTqF48eIIDQ3FihUrsHv3blV9zcqU32s6duyIuLg4rFq1SnmdnjlzBt27d0fJkiWxbt06VX3866+/0Lx5c8THxyM1NRXnz59H8eLFERISgn/++QfffPON0TE7d+6MyMhIBAYGokCBAjkuYg0ZMuSlYz3vMyErU30+AACEXonSpUvLzp07RURk3759YmdnJ4sXL5ZWrVpJu3btVMeNi4uT8uXLi06nEwsLC9HpdMq/LSwsVMctVqyY/PHHHyIiEhERIS4uLrJ9+3bp2bOnNGnSRHVcCwsLuX79eo7jN2/eFEtLS1Uxq1SpIp9//rmIiDg6OkpcXJzcv39fWrduLQsXLlTd19q1a0tQUJCkp6crx9LT06V79+5Sp04dVTHz5MkjsbGxOY6fPn1a7OzsVPd14cKFkj9/fpk4caLY2dlJXFyciIh89913Ur9+fdVxRUQyMjLkyy+/FGdnZ+V5pdfrZfz48ZKRkWF0vHfeeUdmz56d4/isWbPknXfe0dTXdevWibW1tQQEBIiNjY20bNlSfHx8RK/XS1BQkOq4s2bNEnt7exk5cqRs2bJFNm/eLCNGjBB7e/tc/xZjJCQkyNdffy2ffPKJDB061OD2pjl8+LDkzZtXChYsKO3atZO2bdtKoUKFJF++fBIdHa0qpqmfXyIihQsXlqlTp6r63Rf53//+J/PnzxcRkYcPH0qpUqXE2tparKys5Mcff1QVc968eeLo6CgDBw4UGxsb6du3rzRu3Fj0er18+umnRserUKGCfPLJJzmOf/LJJ1KxYkVVfczk4OAgly5dEhGRVq1aKY/zX3/9JXny5FEd97fffhN7e3spW7asWFlZSYUKFcTFxUX0er00aNBAVczMz8Osn4mZn5NaPh/r1asnvXv3lsePHyufOfHx8VK3bl3ZsGGD6rguLi5y9uxZEXn6nKhZs6aIiGzfvl2KFSumOm7Lli2lTZs2cuPGDXF0dJQzZ87I3r17pWrVqvL777+rilmmTBnZtGmTiPzf566IyMmTJyVfvnyq+ypinu81zs7OcujQoRzHDx48KHq9XnVf27RpIx9++KGkpqYaPA579uyRkiVLqoqp1+slKipKdZ9eNyYWr4idnZ389ddfIiIycuRICQwMFBGRU6dOSf78+VXHNccbhsjTL8Dx8fEiIhIcHCx9+vQREZFz586Ji4uL0fGSk5Pl7t27otPp5M8//5Tk5GTldufOHVmxYoUUKFBAVV8dHR3lzz//FJGnb8ynTp0SEZGYmBgpUqSIqpgi5kkC3N3dZfv27TmOh4eHi7u7u6qYIuZ9kx81apS4ubnJwoUL5fjx4xITEyNff/21uLm5qfrSY2NjIxcuXMhx/MKFC2Jra6upr35+frJgwQIR+b/H4cmTJ9K7d2/54osvVMctWrSorFixIsfx0NBQKVq0qOq45vgylV1SUpJJ4oiYJ9k29fNLRMTJyUl5DZiah4eHxMTEiIjImjVrpGTJkpKSkiILFy6UChUqqIrp4+Mja9euFRHD1+/nn38uAwcONDqera2tnD9/Psfxc+fOaX6NVa1aVT755BP5/fffJU+ePMpjsX//filYsKDquOa4QLRnz57n3tTS6/VKAqDX6+XMmTMiInLgwAHx8fFRHddcSVu+fPnk+PHjIvL0C3Zm33fu3Kn6OZsnTx65fPmyiBg+Z8+fP6+pryLm+V7j6Ogox44dy3H86NGj4uTkpLqv+fLlUx7PrI/DpUuXVH9PKFq0qPKcehsxsXhF3Nzc5OjRoyLy9GpS5peUP//8UxwcHFTHNccbhohIgQIFlBGL0qVLy/r160VE5OzZs6pehNmvGGW/WVpaysSJE1X11cPDQ06fPi0iIr6+vrJlyxYReZpYaHlszZEEDB48WAoVKiRhYWESHx8vCQkJsm7dOilUqJAMGTJEdV/N+SZfoEAB5THNavPmzeLl5WV0vBIlSsg333yT4/g333yj+gpPJnt7e+WDOV++fHLixAkRETlz5ox4enqqjmtra5trMnT+/HlNX9RM/WVq6tSpEhYWpvz8wQcfiE6nEy8vL+ULoBbmSLZN/fwSEfnoo49k0aJFqn73RbJedAkMDFRGBv766y/V7zd2dnbK69fNzU35vzp//rzkzZvX6HiFChVS3rOz+v7778Xb21tVHzPt3r1bXFxcxMLCQnr06KEcHz16tKbRd3NdIDKH/Pnzy7lz50Tk6edjeHi4iIjExsZqGnk2V9Lm4uKifCYUL15cdu3aJSJPv3+o7W+ZMmVk8+bNImL4mTNv3jypVKmS6r6KmOd7TevWraVu3bry999/K8euXLki9erVk7Zt26ruq6urq/L9I+vjsHfvXtXfE1atWiUffPCBpKSkqO7Xszx48EC2bdsmixYtknnz5hncTMXKNBOq6EWaNGmCXr16oWLFijh//ryy1uL06dMoWrSo6rgZGRnK4qD8+fPj6tWr8PHxQZEiRXDu3DnVcdu3b48uXbqgVKlSuH37Nlq0aAEAiImJQcmSJY2Ot3v3bogIGjZsiA0bNiBv3rzKORsbGxQpUgReXl6q+lq9enX88ccf8PX1RUBAAIYNG4aTJ09i48aNqF69uqqYwNM5mT179sTMmTNRs2ZN6HQ6REVFYcSIEejcubOqmDNnzoROp0O3bt3w+PFjAIC1tTX69++PqVOnqu5rsWLFEBMTk2Otzq+//gpfX1/VcQHgzp07eOedd3Icf+edd3Dnzh2j4w0bNgzBwcGIiYkxeFxDQ0Mxb948TX3Nmzcv7t+/DwAoWLAgTp06BT8/P9y9excPHz5UHbdkyZJYv349Pv30U4Pj33//PUqVKqU6bmxsrDK318rKCo8ePYKjoyPGjx+PNm3aoH///kbFW7x4MVavXg0A2LFjB3777TeEh4dj/fr1GDFiBCIiIlT3FXg6Jz0+Pj7H8yEhISHHuqmXZernF/D0/+vzzz/HgQMH4OfnB2tra4PzahfXAoC3tzf279+PvHnzIjw8HGFhYQCApKQk5MmTR1VMT09P3L59G0WKFEGRIkVw4MABvPvuu7h06ZIyH94YvXv3Rp8+fXDx4kWD19i0adMwbNgwVX3MVL9+fdy6dQv37t2Dq6urcrxPnz6wt7dXHdfBwQGpqakAAC8vL8TFxaFs2bIAgFu3bqmK+aI1a3Xr1lUVt2LFijhy5AhKly6NBg0a4IsvvsCtW7ewatUq+Pn5qYoJPF3b2K5dO8yYMQPdu3dX1jJu3boVVatWVR23XLlyOHHiBIoXL45q1aph+vTpsLGxwZIlS1C8eHFVMUeMGIGBAwfin3/+gYjg0KFDWLduHaZMmYJly5ap7itgnu81CxYsQJs2bVC0aFF4e3tDp9MhPj4efn5+ynumGk2aNMHcuXOxZMkSAE/XKjx48ABjx47Fe++9pyrmrFmzEBcXBw8PDxQtWjTH+5faNWIvWhuk5X3RgMlSFHqupKQkGThwoLRu3Vp+/fVX5fgXX3yh+kq9yNOpCZlTYDp37izNmzeXqKgo6datm5QtW1Z13LS0NJkxY4YEBwcrIy0iInPmzJGlS5eqjnv58mV58uSJ6t/PTVxcnHJ1IyUlRfr37y9+fn7Srl075SqgGqmpqRIcHCw2NjbKyIqtra2EhITIP//8o6nPKSkpcuLECTl+/LhJrkp8++23UrBgQQkLCxMHBwdZt26dTJw4Ufm3FlWrVpXBgwfnOD5o0CCpVq2aqpgbN26UWrVqSd68eSVv3rxSq1Yt5eqXFp07d5ZZs2aJiMjEiRPFzc1NevXqJUWKFNF0NfXHH38US0tLadasmYwfP14mTJggzZo1EysrK9m4caPquKYebTP1FMbszDHiZo7nV9GiRZ950zJXXUTk66+/FisrK3FxcZF3331XWQfy1VdfqV7P1LNnTxk3bpyIiCxatEjs7OykcePG4uLiIh999JHR8Z48eSKzZ8+WggULKvPTCxYsKHPnzjX5+6+ptGnTRpYsWSIiIiNGjJCSJUvKxIkTpVKlStKoUSNVMbOuschtrYVahw8fVq7637hxQ1q0aCFOTk5SsWJFzSODjx8/ljt37hgcu3TpUq5rE19WeHi4svYjLi5OypQpIzqdTvLnz6+s/VRjyZIlUrhwYeWxLVSokCxbtkx1vEzm+l4j8nTN6FdffSXz5s2THTt2aO7r33//LaVLl5YyZcqIlZWVVK9eXfLlyyc+Pj6q/8/GjRv33Jta5loblB0Ti7ecud4wTOn48ePKh+/x48efe3tTPH78WPbs2SO3b982eRKQKfOLmamY601+z5494uDgIGXKlJGPPvpIevbsKWXKlBFHR0dN63jM4fbt28pQd0ZGhkybNk1atWolQ4cOzfFhbawjR45I165dpVKlSlKxYkXp2rWrQdKthqm/TJl6CmN25ki236bnV6bDhw/Lxo0b5f79+8qxn3/+WfWCy4yMDIN1K99//70MHjxY5s2bJ6mpqZr6eu/ePbl3756mGNn98MMP8r///U+qVasmFStWNLipZY4LRHfv3jW43bx5UyIiIqRatWry22+/qe6rOaWnp8uOHTvkm2++Uf7f/v77b4Pnmincvn3bZEnmzZs3NSU+2b0N32uyevjwoSxfvlwGDhwo/fv3l6VLl8rDhw9fd7dyMNfaoOyYWLxiKSkpEhsba9Yv1KZ8wzh9+rT8+uuvsmXLFoObMXQ6nfKmk73KQ/YrSW8SW1tbuXjxokljpqeny2effWZQAcfZ2VnGjBkjaWlpJrkPU7/Jizz9YPv000+lffv20q5dOxkzZozBXFVjHDp0SA4cOJDj+IEDB+Tw4cNau/pWMfWXqYEDB0qRIkWkcePGki9fPuXLSFhYmOZqQFmZOtk25fPrVXry5MkbOQJw8eLFXBdvnz9/XlmDpJapK1iJ/N+FHK3J/8uKjIzUvA7AHC5fvizvvPOO2Nvbi6WlpTJff8iQIdK3b1/VcVesWKGMjGb16NGjXItSvIwGDRrkWhgiOTnZZIUnsjLF95o9e/ZIy5YtpUSJElKyZElp1arVG3vxQuTpxaxVq1bJ6tWrNV/EEjHf2qDsuI/FK3Lz5k0EBQUhPDw81/Nq6wcnJycjIyPDYM0C8HTespWVleo63aase/3XX3+hcOHC0Ol0+Ouvv57b9mX383B1dX3pDcrUztM2x+ZK/fr1w6ZNmzB+/HjUqFEDALB//36MGzcObdq0UVXzGgC+/PJLfPjhh5o3v3oVqlatipEjR+KDDz4wOL5x40ZMmzYNBw8e1BQ/IyMDmzdvVvZZ8PX1RevWrWFpaak6pqWlJa5duwZ3d3eD47dv34a7u7vp6n9rlJ6ejnnz5iEhIQFBQUGoWLEiAGDu3LlwdHREr169NMU31/uNOZhr00zAPHua/PPPPzhx4kSuG2IZW7e/Xr16+Oijj9C9e3eD46tXr8ayZcuwZ88e1f185513MHbsWHTu3BlOTk44fvw4ihcvji+++AJ37tzBggULVMV9lbtkx8bGokqVKnjw4IGq369YsWKunz86nQ558uRByZIlERQUhAYNGhgVt23btnBycsLy5cuRL18+5bGNjIxEr169lOebsSwsLODg4IDQ0FC8//77yvHr16/Dy8tL1ftX1v1zsrpx4wYKFiyI9PR0VX01F3Pun2TqzTjNtZlf06ZNERQUhC5duqBfv344duwYgoODsWrVKiQlJWn+7FWYLEWh5+rSpYvUrFlTDh06JA4ODhIRESGrVq0SHx8f+fnnn1XHbd68uXz99dc5ji9atEhatGihOq45yr2lpaVJUFCQScpAhoaGvvRNre3bt0uFChXkp59+kqtXrxqUyE1OTlYV09nZWX755Zccx3/55RdxdnZW3Vc/Pz+xsLCQatWqyfz58+XGjRuqY2X3rGlrJ06ckPPnzxs9BcbBwSHX58DFixfF0dFRU18vXLggpUuXFnt7e6lYsaJUqFBB7O3txcfHR6k4o0bWUbes/v77b81Vt94m5ni/MfXzS8S8ZXzNsafJr7/+Km5ubiYbyXVycnpmSWctNftFTF/BKlPlypVNPj0p+3MqJiZGfv31V6lXr56yR4Qao0aNEr1eL7Vr15aPP/5Yhg4dKnXq1BG9Xi9DhgyRJk2aiIWFhdHrxsxRulTk6fvXrFmzxM7OTsaOHascT0xMNPr5lflY6nQ62b17t8Hje/ToUZk8ebLmKl7169eXBg0aPPOmhrn2T1qyZIlYWlqKh4eHvPvuu1KhQgXlpnaUuEOHDuLv729Qcvb06dNSuXJl6dSpk+q+mnNtUFZMLF4RT09POXjwoIg8fdPPHI7asmWL1KpVS3VcV1fXXOsdx8bGanqTN1cZW71eb7b68qZmjs2V3N3dc/3/OnPmjKb9TESe7okyevRoKVasmFhbW0uLFi1kzZo1mqeqZP37c3s8bG1tpVu3bvLo0aOXipc3b17Zt29fjuN//PGH5gXGLVq0kObNm8vt27eVY7du3ZLmzZvLe++9Z3S8zDJ8FhYWMmnSJIPSfLNnz5a2bdsa/XpwcXERV1fXl7qp8eeff8qgQYOkUaNG0rhxYxk8eLDJXnPmeL8x9fNLxHybZoqYZ0+TEiVKyIABAyQxMVFT3zI5OzvnOnXiyJEjmpP3YsWKKZshVq5cWSkdvX37dtXP2czfN/WFnGdNva1Ro0auZZNfVq9evWT8+PE5jk+YMEF69eolIk8Ls/j7+xsV1xylS0X+78LI/v37xdPTU95//315+PChqsQit9dr1pu9vb0sX75cdV9FREJCQgxuAwcOlFq1aoler5fg4GBVMc21f5I5NuM0x2Z+T548kcuXL7+StR9MLF4RJycnZW5rkSJFlEV+Fy9e1HQlwt7eXqnVn9WJEyc0xTVH3WsRkaCgIKVqjzk8fPjQJB9IIubZXOnLL7+Uzp07G1yF/eeff6Rr166aqj1kFxUVJQMGDBA3NzfNi3Y3b94sPj4+smzZMmVe/bJly6RMmTISFhYmq1evlkKFCsmwYcNeKl7Hjh2lXr16cvfuXeVYUlKS1KtXT/73v/9p6uuzXg9qqyxlVhLS6XTi7e1tUF2odOnS0rRp01zXizyPOUfbwsPDxcbGRqpWrSpDhw6VkJAQqVq1qtja2kpERITR8bIzx/uNqZ9fIubdE8Ece5o4OTlpGlHLLiAgQP73v//J48ePlWOPHz+W999/X5o3b64ptqkrWGUyx4Wcy5cvG9zi4+ONSlCfxdnZ+ZlfUjNHnmNjY41O4jp06CC9e/cWkafP4YsXL8r9+/elYcOGEhQUpLq/FhYWyojrX3/9pVxZP3DggNGP7eXLl+XSpUui0+nk8OHDBo/v1atXDZ5zpjZ27Fij3geyMtf+SebYjNMcm/llZGSItbV1rmuvTI2JxStSuXJlZaFMmzZtJDAwUK5cuSIjR46U4sWLq45br149GTRoUI7jAwYMkNq1a6uOa65ybxMnThQXFxd5//33ZfLkySbZoOXBgwcycOBAcXNzy3XzvTdJ27ZtxcnJSfLnzy+NGjWSRo0aSf78+cXZ2VnatWtncNPi2LFjMmzYMClYsKDmqTpVqlRRnrtZhYeHS5UqVUREZNOmTS/9PL5y5YoUL15c9Hq91K9fX+rXry8uLi7i4+OjlEpVy9XVVamKlFVUVJSmq6n169d/ZQtLtahQoYKyYVtWn3zyiUkWb5vj/cbUzy8R822aKSJStmxZmTRpUo7jEyZMkHLlyqmK2aNHD5NUcMt0+vRpyZcvn5QoUUKCgoIkKChISpQoIW5ubnLy5ElNsc1Vwcpcu2Sbg7u7e66jVitWrFBGFjL/D4xhjtKlIjmncqakpCifRWo+I9PS0qR79+6vfPbBhQsXVL+PL1y4UGxsbKRfv36ycuVKWbVqlfTt21dsbW1zTTheljk24zTXZn6+vr6yf/9+U3Txubh4+xVZs2YN0tPTERQUhGPHjqFZs2a4ffs2bGxsEBoaio4dO6qK+8cff6Bx48aoUqWKssh4586dOHz4MCIiIlCnTh1Vcbdv346UlBS0b98eFy9eRMuWLXH27Fnky5cP33//PRo2bKgq7vMW5ul0Oly8eNHomAMHDsTu3bsxfvx4dOvWDV9//TX+/vtvLF68GFOnTkXXrl1V9RUA9u7di8WLF+PixYv44YcfULBgQaxatQrFihVD7dq1jY7Xo0ePl2773XffGRX70qVLWLt2LdasWYPz58+jbt266NKlC/73v/9Br9cb21WFnZ0djh07lmMTs7Nnz6JixYp49OgRLl++DF9f35fehC4lJQVr1qzB8ePHYWdnh/Lly6Nz5845NgIyVrdu3XD06FEsX75c2VDq4MGD6N27N/z9/REaGqopvjlkZGRg06ZNymLzMmXKoE2bNrCyMn7/0jx58uDkyZM5Nu07f/48ypcvj3/++UdTX83xfmOO51fbtm0REBCA3r17Y+TIkdi0aROCgoKwceNGuLq64rfffjO6n5k2bNiAjh07onHjxqhVq5ay+dzOnTuxfv16tGvXzuiYDx8+xP/+9z+4ubmZbEO/q1evYsGCBQavsUGDBuVYeP9vdPDgQdy5c0fZ2BV4uuB+7NixSElJQdu2bTF//nzY2tqqij9x4kRMnjwZvXv3RpUqVaDT6XDo0CEsW7YMn376KcaMGYM5c+bgl19+wY4dO4yK/ejRI4SFhSE6OhpPnjxBpUqV0LVrV9jZ2anqK/C0uMeIESNybGA4duxY/P7779i9e7fRMV1dXREdHa16gz01Vq1ahU8++QRXr15V9fubNm3CrFmzEBsbCwAoU6YMRowYgTZt2hgV56uvvlL+nZKSgtmzZyMgIMBkr92EhAS0adMGp06dyrGZ35YtW1CoUCGjYwLAtm3bMHXqVCxatAjlypVTFeOlmD11oVylpKRIdHS03Lx5U3OsY8eOSZcuXcTX11f8/f2lR48eZhnuMmUZW1Py9vaW3bt3i4jhosWVK1dqWsD+448/ip2dnfTq1UtsbW2VqzNff/21prjmUL16dbGwsJB3331Xpk+fLleuXDFZ7AoVKkj37t0NrkZmXrHKXF8QFRWlen65KSUlJUnr1q1Fp9OJjY2Nst9C27ZtDaZeqZGQkCBff/21fPLJJzJ06FCDm1onT56U4sWLK4vNK1asKA4ODlK0aNFcpxy9SKFChZS9K7L6/vvvxdvbW3U/szL1+405nl/m2jQzk6n3NFm6dKlYWlqKo6OjFClSxKQb+pnDnTt3ZMaMGcq+IzNnzjRY16RWUlKSzJw5U3r27Cm9evWS2bNnq3rdNm/e3GDe+4kTJ8TKykp69eols2bNEk9PT4NFzGqsXr1aqlevrqyHql69uqxZs0Y5//DhQ6OnXUVGRhqMBmVKT0+XyMhITf01NXNOa84+et+2bVupVq2aWFpamnTKcKbc1jM8z/M24DTla9fUm/m5uLgon4l58uQxyZq+3HDE4jWQbKVb30RvU1lJR0dHnD59GkWKFEGhQoWwceNGVK1aFZcuXYKfn5+mkoJDhw5Ft27dDMoqxsTEoHnz5khMTDTxX6Lep59+iq5du6Js2bImj71v3z60bt0aFhYWKF++PHQ6HU6cOIGMjAz8/PPPqF69OlatWoXExESMGDHihfFWrFiB/PnzIyAgAAAwcuRILFmyBL6+vli3bt1Llxx+ngsXLuDs2bMQEfj6+qJkyZKa4u3cuROtW7dGsWLFcO7cOZQrVw6XL1+GiKBSpUrYtWuXqrjVq1eHu7s7VqxYAVdXVwBAUlISgoKCcOPGDezfv9+oeOPHj8ecOXMwatQo1KxZU7maPm3aNAwbNgyfffaZqn6ak6mfX28jT09PBAcHY9SoUbCwsNAcLzw8HI6Ojsqo6tdff42lS5fC19cXX3/9tfJcUyMyMhJt2rSBs7MzKleuDACIjo7G3bt3sXXrVtSrV09V3CNHjqBZs2aws7ND1apVISI4cuQIHj16hIiICFSqVOmlYxUoUAA//fST0r8xY8YgMjISUVFRAIAffvgBY8eOxZkzZ1T11VzMWdY6Li4Oc+fONRgZDQkJUT3iMGnSJMycORONGjWCv78/HBwcDM6ruVKfKfvIvoWFBdzc3NCwYUM0bdpUVcwHDx7A0tLSYOQnJiYGn3/+OX755Zc3pmR4dv/88w9sbW1N8n1xxYoVzz2fvTy1aiZLUeiFli1bJmXLllWupJYtW1aWLl1qsvimXLhsrjK2Iqa/8uvn56fMwW3SpImyuGvevHlSsGBB1f20s7NTFtxnrdARFxenepHmrVu3ZMCAAVKmTBnJly+f2a4YmNr9+/dl0aJFyoLgrLvCGqt06dLK7qn79u0TOzs7Wbx4sbRq1Urz2hJzMVeVoTx58igLi7M6efKkqrUxT548kdmzZ0vBggWVhbAFCxaUuXPnqh5tzPo+kv39xVTvN6Z8fok8rVx069atHMeTkpJUXUV80d+t9TFwdXU16eLtcuXKybZt20Tk6dV6GxsbGT16tFSrVk3TImCRp2tMevfunWNheJ8+fTStv6tdu7YEBQUZXLFPT0+X7t27S506dYyKZWtra7Beq1atWjJhwgTl50uXLmmujmUOOp0u11Lh586d01SEwxxFHcx5pd6UEhISpGbNmmJhYSHW1tYydOhQSUlJkcDAQLGyspL3338/1yqFr1NGRoaMHz9evLy8DDZK/Oyzz0y6FstcjJ/ES6p8/vnnmDNnDgYPHmywMdrQoUNx+fJlTJw4UVXchw8fYuTIkVi/fj1u376d47zaLPzgwYO5biJVv359jBkzRlVM4MVXftXo0aMHjh8/jnr16mH06NEICAjA/Pnz8fjxY00bYRUoUAB//vknihYtanA8KipK9VWeDz/8EHFxcejZsyc8PDxMOmplzg3BHB0d0a9fP00xMiUkJCgjCJs3b8YHH3yAPn36oFatWqhfv77R8T7++OOXbqv2cYiNjcW6desAAFZWVnj06BEcHR0xfvx4tGnTBv3791cV18fHB9evX88x0nTjxg1Voyw6nQ5Dhw7F0KFDcf/+fQCAk5OTqr5lcnV1Va6iuri45PqcFRHodDrV7zemfH4BwOXLl3PtS2pqKv7++2+j4z3r785Ky2PQvXt3fP/99/j000+N/t3cXLp0Cb6+vgCerglp1aoVJk+ejKNHj+K9997TFDsuLg4bNmww2HDS0tISH3/8MVauXKk67pEjR7B06VKDtUVWVlYYOXKkMvLwsjw8PHDp0iV4e3sjLS0NR48exZdffqmcv3//vqb1XBkZGZgzZw7Wr1+f6/utsZuytm/fHsDT129QUJDB2o+MjAycOHECNWvWVN3fUaNGYejQoZg6dWqO45988gmaNGlidMxLly6p7s/LSktLy3XTucKFC790jFGjRuHBgweYN28eNmzYgHnz5iEyMhLvvvsuzp8/r3lDxg8++ACVK1fGqFGjDI7PmDEDhw4dwg8//GB0zIkTJ2LFihWYPn06evfurRz38/PDnDlz0LNnT9X9jYuLw3fffYe4uDjMmzcP7u7uCA8Ph7e3t8lmPDCxeEUWLVqEpUuXonPnzsqx1q1bo3z58hg8eLDqxGLEiBHYvXs3Fi5cmOvCZbVSU1Px+PHjHMfT09Px6NEj1XFHjx6NYcOGYfz48XBycsKGDRvg7u6Orl27onnz5qpiDh06VPl3gwYNcPbsWRw5cgQlSpTAu+++q7qvffv2xZAhQ/Dtt99Cp9Ph6tWr2L9/P4YPH65qN03gaVISFRWlqV+5MXXCtnXr1pdua+yuwI6Ojrh9+zYKFy6MiIgI5f8vT548qp5bx44de6l2WpI4BwcHpKamAgC8vLwQFxenvAnfunXLqFj37t1T/j158mQEBwdj3LhxqF69OgDgwIEDGD9+PKZNm2Z0Pxs2bIiNGzfCxcXFIKG4d+8e2rZtq2rK1q5du5Qpkbt27TLLFE5T7Vyb9Xm7fft2g6IFGRkZ2LlzZ44LBS9DzeJWY2RkZGD69OnYvn07ypcvn+NLr7EJsY2NjbLQ/bfffkO3bt0AAHnz5jV4/qlRqVIlxMbGwsfHx+B4bGwsKlSooDqus7Mz4uPjcyziT0hIMDo5bt68OUaNGoVp06Zh8+bNsLe3NygscOLECZQoUUJ1X7/88kssW7YMH3/8MT7//HOMGTMGly9fxubNm1V9NmQ+T0UETk5OBtN1bGxsUL16dYMvmMaKjY3F+vXrcxz/6KOPMHfuXNVxM4mJp3efP38ePXv2xL59+3Lcj7HJ++7du7F+/XrUqlULH3zwAby8vPC///0vRyKgVmRkJMaOHZvjePPmzTFz5kxVMVeuXIklS5agUaNGBhdcypcvj7Nnz2rqa4sWLVCrVi38/vvvmDRpEtzd3XHixAksW7YMP/74o+rYBl7jaMl/iouLS64LHM+dO6dpJ1RzLVw2Vxlbc9aXN4dPP/1U7OzslGklefLkkc8++0x1vMqVK5ul3Jupp+rktvGRqXYF7tKli1SqVEl69uwp9vb2ypSVLVu2aJpKYU5t2rSRJUuWiIjIiBEjpGTJkjJx4kSpVKmSNGrUyKhYudXpf9YmccZ61g7h169fFysrK6PjvQqm3Lk262OX/blqY2MjpUuXlp9++slMf4l6mWWXc7up2Wm4VatW0qxZMxk/frxYW1srxRy2b98upUqV0tTXsLAwKVy4sMyYMUP27t0re/fulRkzZkjRokUlLCzMYCdmYwwePFgKFSokYWFhEh8fLwkJCbJu3TopVKiQDBkyxKhYN27ckNq1a4tOpxMnJyfZuHGjwfmGDRvKp59+alTMrIoXLy4///yziBh+ps2bN086d+6sOu64cePkwYMHqn//WcxV1GHFihVSrlw5sbW1FVtbW/Hz85OVK1dq6aqIiNSsWVPq1q0rv/zyixw7dkxiYmIMbsawsLCQa9euKT/b29vnusmnWnny5FE2EM4qNjZWdan3PHnyKEUmsk7DPn36tKZy2dWrV1cW3GeNe+jQIfHy8lIdNzsmFq/IoEGDcl1DMGzYMBkwYIDquA4ODsoTsGDBgsru3hcvXtT0BIyKipI8efJInTp1ZNy4cTJu3DipU6eO5MmTR37//XfVcc1RXz6zhnp28+fPN/oDKdPjx49lz549cvv2bUlJSZHDhw/LwYMH5f79+6riZTp06JA0bNhQ9uzZI7du3TLZHPW3KWFLSkqSgQMHSuvWreXXX39Vjn/xxRcyceLE19izZzNllaEX1etXU7s/84ucTqeT3bt3G3y5O3r0qEyePNkkz4PPPvss1w2w7t69K506dVIV0xw71xYtWtQkFfee5ffff5euXbtKjRo1lC/tK1eulL1795rtPo3x119/SUBAgJQvX95gTnZISIgMHjxYU+yXudigJjFOTU2V4OBgpWpN5q7rISEhBhuKGuPu3bu5Pl9v376tac8Ne3t7+euvv0RExNPTU9mJPC4uTtkg703y5ZdfiouLi0ydOlV+//132bt3r0yZMkVcXFwM1p4YY9asWWJvby8jR46ULVu2yObNm2XEiBFib28vs2fP1tRfe3t7TTujZ2VhYWGwbiVz40FTqVy5snz55Zc5jo8dO1YqVaqkKqa/v7+sWrVKRAwTgHHjxmm6sOvg4KD87VnjXrp0SdPu49kxsXhFBg0aJM7OzlK2bFnp2bOn9OzZU8qWLSvOzs5K0qFmAbO5Fi6LPC0r2blzZ5OWsTXlld9MXl5ecuTIkRzHo6OjNT0Gtra2Jn0DEnm6O6+/v3+OTfy07C4rYt4Nwd42hw4dkhEjRkjHjh1Nuungmyy3EY+sN3t7e1m+fLnm+ylcuLBUq1bNYKHx7t27xdvbW6pXr64qpjl2rjWnt6kMtTlk3836eTc1UlJSlB3YU1JSTNx70yhdurQcOHBARJ4uOp8yZYqIPB3NcXNzUx03MTFRPvzwQylQoIBYWlqabLNXcxR1KFq0aK6bBIaGhmouPV65cmWTJek6nU78/PyUct6WlpZStmxZ5efMm1pbtmwRKysr6datm4SGhkpoaKiyMDxzk2Fjbd26VfR6vUydOlXs7e1lxowZ0qtXL7GxsVG92F7k6cXnzA1ksyYWGzdu1LRRc3YsN/uKNGjQ4KXa6XQ6o+ZBz5kzB5aWlggODsbu3bsREBCAjIwMZeHykCFD1HbZLC5evIgHDx6gfPnyePjwIYYPH46oqCiULFkSc+bMUVVqNE+ePDh16lSOxa5//vknypUrp3pTsCpVqmDq1KnKRmCmULVqVVhZWWHIkCG5Lt5WW6rRnBuCAU83AYqMjMx1oaLasoIPHz7MNV758uVV9zMsLAzdunVD06ZNsWPHDjRt2hQXLlxAYmIi2rVrZ/Smg6+CKTZh/OuvvyAiKF68OA4dOgQ3NzflnI2NDdzd3Q0W26qVnJyMvn37Ytu2bZg9ezbOnz+PefPmYdSoURg7dqyq++jZsyeqVKli0sXbgHmes4DpylC3b98eoaGhcHZ2VhbvPsvGjRtfGO/evXtKGfAXraN4k8qFv41GjRoFZ2dnfPrpp/jxxx/RuXNnFC1aFPHx8bkukn5ZLVq0QHx8PAYNGoQCBQrk+HwwdiO33JiqqMOzPncvXLgAPz8/oz93sz5njxw5gs8++wyTJ0/OddM5Y56/WRftP09u6yRe1rZt2zB58mTExMQom1GOHTtW9ec58HSN2OTJkw02Svziiy9Ul9sFnpZ2379/P3744QeULl0aR48exfXr19GtWzd069ZN02OQFROLf5n4+HiTLFwG/q96wMWLFzF37lyzVA8whXLlyqFfv34YNGiQwfH58+dj0aJFqmuVR0RE4JNPPsGECRNyrdOt5sPZ3t4ex44dy7HwUStzJGyZjh07hvfeew8PHz5ESkoK8ubNi1u3bsHe3h7u7u5G75Z+8+ZNBAUFITw8PNfzWuqJly9fHn379sXAgQOVL33FihVD3759UaBAgZf+kMnOwsLiuQsT1fZ5w4YNCAwMRNeuXbFq1SqcOXMGxYsXx8KFC/Hzzz/jl19+URXX3MaMGYMpU6bAysoKv/76q6bke8qUKSbfudbUz9ms7O3tcebMGRQtWtQgsbh48SJ8fX1f+gtVjx498NVXX8HJySlH3f7sXiYhzroHwrOer6KyctXWrVvRokULWFtbv7Cwg7HFHDKlpKRg6tSp2LlzZ66L+LX8n5nbgQMHsG/fPpQsWVL13w88/bK/d+9eTYvgX5Vy5cqhS5cuOSqZTZw4Ed9//z1OnjxpVLzsz9nM52pWap+//xZJSUn46aeflGIMxkpPT0dQUBDCwsIgIrCyskJGRga6dOmC0NBQk1x8AphY/Ks9fPgQ9vb2qn43e/WA2NhYFC9eHNOnT8ehQ4dUVw8ICgrCRx99hLp166r6/dx8++23GDRoEEaMGIGGDRsCeFoladasWZg7d67qahpZN6rK7Q1PzZtb3bp18cUXX6Bx48aq+vQ61K9fH6VLl8aiRYvg4uKC48ePw9raGh9++CGGDBnywqut2XXt2hWXL1/G3Llz0aBBA2zatAnXr1/HxIkTMWvWLGXjPDUcHBxw+vRpFC1aFPnz58fu3bvh5+eH2NhYNGzYENeuXVMVd8uWLQY/p6en49ixY1ixYgW+/PJL1eX/zLEJY24bYQ0ZMkRTFZys5s+fj08++QTt2rVDdHQ0LC0tsXbtWtUXMp5X7lGn06n6Qmnq52xWJUqUwOLFi9G4cWOD/7OVK1di6tSpr23TtcjISNSqVQtWVlaIjIx8bltjr6RaWFggMTFRSVqeRcuXvs6dOyMyMhKBgYG5Xq1/00bfzcHX1xdr1qxBxYoVTRq3YsWKuSaaOp0OefLkQcmSJREUFPTSMyuApxdFOnbsiMaNG6NWrVrKZpw7d+7E+vXr0a5dO6P6+KLnbFZaRgLM4e7du/jxxx9x8eJFDB8+HHnz5sXRo0fh4eGBggULmux+jh8/jkqVKmlOrOLi4nDs2DE8efIEFStWRKlSpUzUw//PZJOq6IXMMfe7Xr16kpCQkOP4wYMHNVX/MFf1gPbt24utra2ULFlSJk2apCx81GrhwoUG80eLFSuW6/xPY5hqYW1W69evF19fX/nuu+/kyJEjBotsja2i8qro9Xql6oVer1cqahw4cEB8fHyMjufp6akUGXBycpJz586JyNO5qrVq1dLU10KFCsmJEydERKR8+fKydu1aEXm6EZ85FlWuWbNGWrdurfr3Tb0Jozk2wsqqefPmki9fPvnhhx9E5OmmnP369ZM8efLItGnTNMc3FVM/Z7OaNm2a+Pr6yoEDB8TJyUn27t0rq1evFjc3N5k/f77mvv9X6fV6iYqKet3deGkrV66UmjVrSoECBZT1JHPmzJHNmzerjrl9+3Zp2rSp8p5gKqNGjRK9Xi+1a9eWjz/+WIYOHSp16tQRvV4vQ4YMkSZNmoiFhYXRfT9y5Ih07dpVKlWqJBUrVpSuXbvK0aNHTdr3N93x48fFzc1NSpYsKVZWVgab2QUGBpr0vmJiYjSttXlVuI/FK/Kiud9qOTs7o3z58li4cCE6deqEJ0+eYPz48ZgyZQoGDx6sOu7Jkyexdu3aHMfd3Nxy3YjvZW3YsAG3b9/G6tWrERoairFjx6Jx48bo2bMn2rRpo3rTov79+6N///64efMm7Ozs4OjoqLqPwNMr0uPGjcPixYtRunRpTbGy6tixI4Cn9cMz6XQ6VaMgrq6uL1033NgNm7KytrZW7sfDwwPx8fEoU6YM9Ho94uPjjY6XkpICd3d3AE/r6t+8eROlS5eGn58fjh49qrqfAFCnTh3s2LEDfn5+6NChA4YMGYJdu3Zhx44dJl0rk6latWqa6subehNGc2yEldXjx49x4sQJeHl5AQDs7OywaNEitGzZEr169cLIkSM1xTcVUz9nsxo5ciSSk5PRoEED/PPPP6hbty5sbW0xfPjwHNMxn+dZV5Fz8zKvixMnTrz0fWtZx2Qurq6uyn4ppnbmzJlc19qonba0aNEifPHFFwgJCcGkSZOU920XFxfMnTtX9VqIjh074uHDhyhRogTs7e1zfB6qfR+/desWhg0bhs8//9zg+MSJE/HXX38hIiICY8eOxYQJE4zqu7+/P1avXq2qTy/DHOvwTO3jjz9GUFAQpk+fbrBupUWLFujSpctr7NlTr2ID2eyYWLwikydPxpw5c5S53/PmzTOY+63W1q1b8c0336BXr17YunUrLl++jPj4eGzbtk3TdBsXFxdcu3YtxzSFY8eOaR7ay5cvH4YMGYIhQ4bg2LFj+PbbbxEYGAhHR0d8+OGHGDBggFFDc8uXL1emomRdtPr48WN8/vnnmDJlitF9tLa2xqlTp0y+GZgpdys1xcZGL6NixYo4cuQISpcujQYNGuCLL77ArVu3sGrVKvj5+Rkdz8fHB+fOnUPRokVRoUIFLF68GEWLFsU333yj6bUAAAsWLFDmuI8ePRrW1taIiopC+/btc3yoavXo0SPMnz8fhQoVUh3D1JswmnsjrB07duR6PCAgwOg51VmZetd4Uz9nM2VkZCAqKgrDhg3DmDFjcObMGTx58gS+vr5GX8xo27at6n7kpkKFCspFiudRM13pq6++eum2ahfGT5gwAV988QVWrFihegpvdhcvXkS7du1w8uRJg8cm831d7ZSS+fPnY+nSpWjbtq1BEl+5cmUMHz5cdX/N9Z6+fv16REdH5zjeqVMn+Pv7K5v3muqLpVY3b95Ejx498Ouvv+Z6/k1aY3H48GEsXrw4x/GCBQuqmspqatk3kI2OjkZGRoayzvP8+fOwtLSEv7+/6e70NY+Y/GfY29srw5v58uVTpmucOXNGPD09NccfNWqU6HQ6sba2VsqJaTFixAipXbu2XLt2Tdl4LyoqSooXLy7jxo3THF9E5OrVqzJ16lQpXbq0ODg4SLdu3aRJkyZiZWVlVB1svV4v7du3l9u3byvHYmNjpWLFippKqH388cfyySefqP79N8GDBw8kMjJSU4zDhw/Lrl27ROTpxlMtWrQQJycnqVixotGbFYmIrF69Wr777jsRETl69Ki4ubmJhYWF5MmTR8LCwjT11VxcXFzE1dVVubm4uIilpaU4OTkppX3VMuUmjObaCCurzD0cqlevbpI9HH777Text7eXsmXLipWVlVSoUEFcXFxEr9er2hxO5PnP2WPHjqmKmckcZahNwZxlYIsWLfpSt2LFiqnuf4UKFcTJyUkcHR2lXLlyJikH2rJlS2nTpo3cuHFDHB0d5cyZM7J3716pWrWqpv2YnrWB2fnz51VvimZO7u7uuU4NXrFihbi7u4vI083X8uXL98JY2Tf4zO1maWmpqb9dunSRmjVryqFDh8TBwUEiIiJk1apV4uPjo2xM+KZwd3dXpn9lfS5s375dChUqZFSsefPmPfc2cuRITVOhZs2aJa1atZI7d+4ox+7cuSNt2rSRmTNnqo6bHUcsXpG8efMqZd4KFiyIU6dOwc/PD3fv3sXDhw9Vx01KSkKvXr2wc+dOLF68GJGRkWjatCmmT5+OAQMGqI47adIkBAUFoWDBghAR+Pr6KtUDPvvsM9Vx09PTsXXrVnz33XeIiIhA+fLlMXToUHTt2lUZRgwLC0P//v0xdOjQl4p57NgxBAYGws/PD6GhoTh//jxGjBiBDz74AF9//bXqvqalpWHZsmXYsWMHKleunKMqlJarO6Yemn+WP//8Ew0aNNB0hady5crKv93c3DRXKuratavy74oVK+Ly5cs4e/YsChcujPz582uKDQBPnjzBn3/+mWtlGbVFA+bMmWMwemVhYQE3NzdUq1YNrq6umvo7adIkzVe/M/Xu3Rt9+vTBxYsXUbNmTWVB5bRp0zBs2DBN/QQMq1gdO3YMqampAJ6WsJw8ebKq58bo0aMxbNgwjB8/Hk5OTtiwYQPc3d3RtWtXNG/eXFU/Tf2czcrPzw8XL1587qJztaKjo5VF976+vkYt4tVS+e1FTDnS+iymHsEBgP3792PXrl1wc3ODhYUFLCwsULt2bUyZMgXBwcE5rua+rGLFiiEmJibHY/7rr7/C19dXU58zqzHGxcVh3rx5JqnGOHjwYPTr1w/R0dGoUqUKdDodDh06hGXLlilVnbZv3/5Sz7dNmzY989y+ffswf/78F46avciuXbuwZcsWVKlSBRYWFihSpAiaNGkCZ2dnTJkyRXWBD3OUoG7Tpg3Gjx+vjBTrdDrEx8dj1KhReP/9942KNWfOnBe2KVy4sKp+AsCsWbMQERFh8Jnl6uqKiRMnomnTpib5jADAEYtXpXPnzspi6IkTJ4qbm5v06tVLihQpomnxtpeXl9SqVcvgClpYWJjkzZtX3nvvPc39jouLkx9++EG+//57zZvjiTwdrXF1dZUBAwY888rhnTt3jN5gJyMjQ4KDg8XCwkKsra1l3bp1mvtav379Z97UXkmNi4uT8uXLG+xQm/UKkKm96Yu9njx5onqDptzs379fihUrlutGcW/y42Aq5tgIK6sKFSooVz6zXp07duyYeHh4qIppjl3jL168mOv71fnz5zUvjN2+fbtUqFBBfvrpJ7l69aokJycb3NS4fv26NGjQQHQ6nTIiptPppGHDhga7Bhvr9OnT8uuvv8qWLVsMbv8VLi4uynO0ePHiyijWn3/+KXZ2dqrjfvvtt1KwYEEJCwsTBwcHWbdunUycOFH5t1p79uwROzs7ady4sdjY2Ch9nzZtmrz//vuq44o8HSmuXr26MupavXp1WbNmjXL+4cOH8ujRI1WxY2NjpW3btmJpaSndunVTdiVXy8nJSXmdFilSRFnUf/HiRdX/b0ePHhVPT09xdnYWS0tLcXNzE51OJw4ODppG2pKTk6VWrVrKKLa3t7dYW1tL3bp15cGDB6rjmoOjo6Ps3Lkzx/GdO3eKo6Ojye6HicUrcvv2bfn7779F5OmX4GnTpkmrVq1k6NChBsNSxho/frxkZGTkOJ6QkCCNGzdWHffLL7/MddfThw8f5rp9/ctauXKl6jev59myZYu4ublJ7dq1xc3NTRo2bKg83m8Scw3NP4vaxKJChQo5piI866bGsmXLpGzZsmJjYyM2NjZStmxZWbp0qapYWb377rvyv//9T86cOSNJSUly9+5dg5sxjh8/rry2slfvyn6Li4uTtLQ0o/ubmaQ+62asf/75R/kwu3fvnty7d8/oGM9j6ipWIubZNb5u3boSGhqa4/iqVaukXr16qmJmyp6sZt3xXG3y2qFDB/H391eqV4k8TQoqV64snTp1MjqeOS9g9OjR47k3rY4cOSKrVq2S1atXa64wVLt2bWX3486dO0vz5s0lKipKunXrJmXLltUUe8mSJVK4cGHlsS1UqJAsW7ZMU0xzVWM0l7///lt69eol1tbW0rJlSzl58qRJ4lauXFnCw8NFRKRNmzYSGBgoV65ckZEjR6qe3lyvXj3p3bu3PH78WHls4+PjpW7durJhwwbNfd65c6fMmDFDpk2bJjt27NAczxwCAwOlcOHC8sMPP0hCQoIkJCTIDz/8IEWLFpVu3bqZ7H6YWFCuLCws5Pr16zmO37p164278tunTx+xtbWVGTNmyJMnT+TatWvSokULyZs3r3z//fea41+4cEHCw8Pl4cOHIiKarvzmy5dPKSvr7OyslMTcuXOnVKhQQXNfs1ObWIwbN065jRo1SpydnaV69eoydOhQGTp0qNSoUUOcnZ1l1KhRRsf+7LPPxMHBQUaNGqVcQR01apQ4OjrKmDFjjI6Xlb29vVy4cEFTjEw6nU55DWT/gpbbzcXFxeg1IiEhIQa3gQMHSq1atUSv10twcPBLx7l586a89957YmVlJRYWFlKjRg2zrAMoXry48qGZ9YvPihUrpEyZMqpitmnTRpYsWSIiT9d2lSxZUiZOnCiVKlWSRo0aqYqZuS4suwsXLoher1cVM5M5ylA7OzvLoUOHchw/ePCgqv6a8wJG27ZtDW4BAQFSpEgR0ev1mkbfzTFqEx4ernxpjIuLkzJlyohOp5P8+fPneuVWjZs3b+b6WamGg4OD8rrN+vq6dOmS6sTdHO7evSsjR44UOzs7qVGjhskvipljHZ45S1C/LVJSUqR///5ia2urXGSwsbGR/v37m3R0hYmFGWUdFs8+XG6K4fOsUlJSJDY21mT7Iuh0ulzfzHfu3Cn58+fX0lWT7+dRtmzZXBcRL1iwQPUVT5GnSVTDhg2VL5WZb/IfffSRfPzxx6pimnpoPvsUh+y3uXPnak4Ee/bsmeti4i+++ELVFcp8+fIp+0tktXbt2pdaPPg8DRo0kF9//VVTjEyXL19WksgXLYY9d+6cTJw4UfXUnezGjh0rw4YNe+n2vXr1Eg8PD5k0aZLMmjVLSpUqpWnE8lnMsYdDXFyc8l6V+cHn5+cn7dq1U7XQWOTpF/XcrnYfOXLEpEP+puLo6Jjr1NCjR4+Kk5OT0fFe9QWMjIwM6du3r6a9TEw9avMst2/f1jwtsEGDBpKUlJTjeHJysuppsiIiBQsWVIqvZE0sNm7cqKkQyePHj2XGjBlSpUoV8fDwMChE4erqalSsadOmSd68ecXX11fTnh3GSElJkejoaLl586bqGPnz51f2TCpdurQyIhIbG6tpWpzI0wIUAQEBUrx4cSlRooQEBAS8saMWIk+Luhw/flxiYmLMMl2LiYUZZb3q/6xKClrnft+4cUMCAgKeWZ3BWJnVbywsLHJUwnF2dhYLCwsZMGCA6v6uW7dOrK2tJSAgQGxsbKRly5bi4+Mjer1egoKCVMX8559/nnku8wNVjcDAQGnWrJkkJCTkqPbg6+urKqaph+afdwXdVGsLnJ2dnzlfXc2mcy4uLrnGO3funOaryRs3bnxtGxDeuXNH0xXbrC5cuGDUB763t7ds27ZN+Tk2NlYsLS1VTc96EVNWsXr8+LHs2bNH03TQ3AQEBMj//vc/efz4scF9vf/++9K8eXPN8ZOSkmTmzJnSs2dP6dWrl8yePdvoqXZZtW7dWurWrWswffPKlStSr149adu2rdHxzLW24HnOnj2rqcKhqUdtzCnraGZW169fFysrK9VxzVWN8fPPP5cCBQrIjBkzJE+ePDJhwgTp2bOn5MuXT+bNm2dULJ1OJ/b29tK6descFwZNsemvuTRp0kRZU9K3b1+pWrWqrF69Wpo1ayZVq1ZVHXf+/PliZWUlnTp1Uqo3de7cWaytrd/YDTNNOQsjN6wKZUa7du1SNvzZvXu3We4jJCQESUlJOHDgABo0aIBNmzbh+vXrmDhxImbNmmV0vLlz50JE8NFHH+HLL7+EXq9XztnY2KBo0aKoUaOG6v6aYz8PW1vbZ57LrNWsRkREBLZv355jn4JSpUrhr7/+UhXzs88+Q0pKCoCnmxO1bNkSderUQb58+fD9998bHS971SNzsLOzQ1RUVI69RaKiopAnTx6j43344YdYtGhRjqpaS5YsMagYpUZmFQ5TbECYm+dt2OTq6oqNGzdqip9p//79Rj22V69eNajo8s4778DGxgZXr141ebUgU1axsrS0RLNmzRAbG6u5ulZW06dPR926deHj44M6deoAAPbu3Yt79+5h165dmmIfOXIEzZo1g52dHapWrQoRwezZszFp0iRERESgUqVKRsdcsGAB2rRpg6JFi8Lb21upLOPn56dqA7Jy5crhxIkTKF68OKpVq4bp06fDxsYGS5YsUbXx4suIi4vD48ePVf/+kydPct0g1dra2qj3ufbt2yM0NBTOzs5o3779c9sa+3rNugnhmTNnDPYpyMjIQHh4uKZ9nsxVjXHNmjVYunQpAgIC8OWXX6Jz584oUaIEypcvjwMHDhhVEalbt24m398pu6zv37n59ttvjY45efJkpTLnhAkT0L17d/Tv3x8lS5bEd999p6qfADBlyhTMmTPHYHPM4OBg1KpVC5MmTTJq00xzu337Njp06IDdu3dDp9PhwoULKF68OHr16gUXFxdV3xlzw8TCjOrVq5frv03J1GXZunfvDuBpOb2aNWuq3gn7WeLi4pQ+2draIiUlBTqdDkOHDkXDhg3x5Zdfqor7448/Yv369bl+6VO7m3NKSkquGzXdunXrucnM8zRr1kz5d/HixXHmzBncuXPHqF20X7WQkBD0798f0dHRqF69OgDgwIED+Pbbb196E7esu3/qdDosW7YMERERBvESEhLQrVs3TX01V1lMc23Y1K5dO4P/dxHBtWvXcOTIEaM29BMRWFkZvp1bWVmZLPF80Qd9JjUf+OYo3+rr64sTJ05gwYIFOH78OOzs7NCtWzcMGjRI8+7OQ4cORevWrbF06VLlMX/8+DF69eqFkJAQ/P7770bH9Pb2xtGjR7Fjxw6cPXtW+VKpdpPTrBcwJkyYgFatWikXMMLCwlTFzJR9J9/M5+y2bduUzw81GjZsiCFDhmDdunXKzu5///03hg4dikaNGr10HL1er7ymsl4YM4XMTQh1Oh0aNmyY47ydnR3mz5+vOr61tTXWrFmD8ePH49ixY3jy5AkqVqxo1IaxuUlMTFQ2hnR0dERycjIAoGXLlkZvHBoaGqqpLy8jKSnJ4Of09HScOnUKd+/ezfVxfxnmKkF97969XMtiN23aFJ988onquBkZGdi8ebNSfrpMmTJo06YNLC0tVcccOnQorK2tER8fjzJlyijHO3bsiKFDhzKxeBvdvXsXhw4dyrW+vtovVCkpKXB3dwfwdK+MmzdvonTp0vDz81P9hRowTIQePXqE9PR0g/POzs6q4ppjP4+vvvoKY8aMQffu3bFlyxb06NEDcXFxOHz4MAYOHKgqJvB0z4OVK1diwoQJAJ5+IX7y5AlmzJiBBg0aqIqZnJyMjIwMgy83efPmxZ07d2BlZaX6cc3K2dkZMTExJrsyOWrUKBQvXhzz5s3D2rVrAQBlypRBaGgoOnTo8FIxsteLz9zlMy4uDsDTN3o3NzecPn1aU1/NVcvf1CODmVxcXAx2BLawsICPjw/Gjx+Ppk2bvnQcEUGjRo0MkouHDx+iVatWsLGxUY6pfU8IDQ1FkSJFULFiRc016rObNGkShg8fjgkTJsDf3z/HfjFqXxNeXl6YPHmyKbpo4MiRIwZJBfA0iRs5cqTBl5eXsWvXLgwaNAgHDhyAs7MzmjRpgiZNmgB4+l5RtmxZfPPNN8qoy8vKegGjRIkSJr2Akf21nLmny6xZs146Ac1NbqM2f/31F8qXL2/UqE3Wq89arkTn5tKlSxARFC9eHIcOHYKbm5tyzsbGBu7u7pq++GUqUaIESpQooTlOpkKFCuHatWsoXLgwSpYsqYysHT58WPVFMnPKba+MJ0+eYMCAAWYbcVOrdevW2LRpE0aMGGFwfMuWLWjVqpWqmH/++ScCAgJw5coV+Pj4QERw/vx5eHt7Y9u2baqfG+aYhZEbJhavyE8//YSuXbsiJSUFTk5OBm/uOp1OdWLh4+ODc+fOoWjRoqhQoQIWL16MokWL4ptvvlE9tQh4+qVk5MiRWL9+PW7fvp3jvNortHXq1MGOHTvg5+eHDh06YMiQIdi1axd27Nhh1FWprBYuXIglS5agc+fOWLFiBUaOHInixYvjiy++wJ07d1TFBIAZM2agfv36OHLkCNLS0jBy5EicPn0ad+7cwR9//KEqZqdOndCqVascmxeuX78eW7duNclVFFN/8QOADh06vHQSkRtzTQUEgK1bt6JFixawtrbG1q1bn9tW7QaEph4ZfPjwIUaMGIHt27fj8ePHaNSoEebPn696g8CxY8fmONamTRtVsXLTr18/hIWF4eLFi/joo4/w4Ycfar7ynynzal/r1q1zjN6onb72olEDtRslAk8Tnfj4eLzzzjsGxxMSEpRNPl/W3Llz0bt371yTJ71ej759+2L27NkvnVi8aOoP8DQJ8vT0RJMmTVR98THXazm3UZuyZcuq/lwwhyJFiiA9PR3dunVD3rx5TXIh4+OPP8aECRPg4OCQYzQoO7WbsrZr1w47d+5EtWrVMGTIEHTu3BnLly9HfHz8S29E+7pZWFhg6NChqF+/PkaOHGn071+/fh3Dhw/Hzp07cePGjRyfk2q/05QpUwaTJk3Cnj17lGniBw4cwB9//IFhw4bhq6++Utq+7JSz4OBgFC9eHPv371feZ2/fvo0PP/wQwcHB2LZtm6q+mmMWRm50Yo5vIZRD6dKl8d5772Hy5Mm5/seqtWbNGqSlpaFHjx44duwYmjVrpjxJQkND0bFjR1VxBw4ciN27d2P8+PHo1q0bvv76a/z9999YvHgxpk6dqnou/J07d/DPP//Ay8sLT548wcyZMxEVFYWSJUvi888/VzXP2t7eHrGxsShSpAjc3d2xY8cOvPvuu7hw4QKqV6+ea2L0shITE7Fo0SJER0fjyZMnqFSpEgYOHKg6acubNy/++OMPg2FIADh79ixq1aqlqa+ZnJyccPz48Tfuyo65WFhYIDExEe7u7rCwsHhmOy1rLJydnXHixAkULVoURYsWxZo1a1CrVi1cunQJZcuWNXq0bcSIEVi4cCG6du0KOzs7rF27FvXr18cPP/ygqn+vQmpqKjZu3Ihvv/0W+/btQ0BAAHr27ImmTZtqugoeGRn53PNqppHm9jzI2kcta22Cg4OxadMmzJw502B38xEjRuD999/H3LlzXzpWkSJFEB4enuP9INPZs2fRtGlTxMfHv1S8Hj16vLDNkydPcOPGDURGRmL48OEYP378S/fXHA4ePIg7d+6gRYsWyrEVK1Zg7NixePjwIdq2bYv58+er+uJjri+Trq6uiI6ONsl7bOYIqIuLy3NHwnU6neb1QZkOHjyIP/74AyVLllR9seV1+OWXX9C9e3fcvHnT6N9t0aIF4uPjMWjQIBQoUCDHe5baCzEvO4VTp9Ph4sWLL9XWwcEBBw4cUKavZTp+/Dhq1aqFBw8eGN1PAAgICEClSpUwYcIEODk54cSJEyhSpAg6deqEJ0+e4Mcff1QVNweTLgWnZ7K3t1eqdJjDzZs35datWyYpyybytMrM7t27RcSwJvzKlSulRYsWWrtrUsWKFZPo6GgRebqxzjfffCMiT6s3GVtKz9zs7e3lxIkTOY6fOHHCZNVa+vXrp/n/39XVVYmRvTqYllKFmUxdctjcTL1hU/HixQ126D148KBYWVkZVDF6k12+fFnGjRsnxYsXF29vb7l///7r7pKB7Bsj3rx5UyIiIqRatWry22+/aYqdmpoqwcHBYmNjo1T2s7W1lZCQkOdWqMuNra3tc/dduXDhguTJk0dTf5/l559/Fm9vb1W/+8MPP8j//vc/qVatmuYNM5s3by5Tp05Vfj5x4oRYW1tLr169ZNasWeLp6Sljx45V1c/mzZuLr6+vLFy4UDZt2iSbN282uKkVFBSkbGT3pktLS5OgoCCzfv8wtcz9kjJvISEh0rFjR3F0dJSBAweqivmsks5vIldXV6XscFZRUVGavtOcPn1a3NzcpHnz5mJjYyMffPCBlClTRjw8POTPP//U0mUDnAr1ijRr1gxHjhwx6VXku3fvYsyYMfj++++VxU6urq7o1KkTJk6cqCn2nTt3lEzc2dlZmVJUu3Zt9O/f3+h4FhYWL7yqqdPpVFUVadiwIX766SdUqlQJPXv2xNChQ/Hjjz/iyJEjLzU14FnMMZ2iSpUqWLJkSY4Fft98842y7kCN+Ph4eHh4wNbWFosWLVKOP3nyBFeuXEHhwoWNijdnzhxlWsecOXNMurA8LCwM3bp1Q9OmTbFjxw40bdoUFy5cQGJiItq1a6cqZm5XPVeuXImxY8ciJSVF01VP4Okai2vXrgF4Ou2oWbNmWLNmDWxsbFQtZkxISDCY3lK1alVYWVnh6tWr8Pb2VtXHVylzAauIaF4gbo7XWW6Ldps0aQJbW1sMHToU0dHRRsfMZGNjg3nz5mHKlCmIi4uDiKBkyZKqRqILFiyIkydPomTJkrmeP3HihKYprc9Tq1Yto9eEAKZf0xYTE6OsYwOevj9UrVoVS5cuBfB0itTYsWMxbtw4o2NHRUVh7969qFChgtG/+zwlS5bEhAkTsG/fvlzXBRlTZcncrK2tsWnTJqMXab9O5ljH4+3tbZZpwubQsmVL9OnTB8uXL0fVqlUBPP2M69evn6YRpsyiFgsXLoSlpSVSUlLQvn17TbMwcsOpUGaUdb73zZs3MX78ePTo0QN+fn45qi0Z+2S5c+cOatSogb///htdu3ZFmTJlICKIjY3F2rVr4e3tjX379qku4Vi+fHnMnz8f9erVQ9OmTVG+fHnMnDkTX331FaZPn44rV64YFW/Lli3PPLdv3z7Mnz8fIoJHjx4Z3dcnT57gyZMnymLK9evXK9Or+vXrZ7B41RjmmE7xxx9/oHHjxqhSpYoyd3jnzp04fPgwIiIijF6kmbWvZcqUwdatWw0Wdl2/fh1eXl6q+nrv3r2Xamfs4try5cujb9++Ssnh48ePG5QcVlMZrEWLFqhfv75ShePkyZOoVKkSgoKCUKZMGcyYMQN9+/ZV9eUkNw8fPsTZs2dRuHBhVesiLC0tkZiYaLD4M3No2pTVkUwp61SoqKgotGzZEj169EDz5s2fOwXtRcw5bSm72NhYVKlSRdVUAnNUxho8eDD27NmDw4cP5ygv/OjRI1StWhUNGjQwmKf9ur3zzjsYO3YsOnfubDDtMnNN24IFC4yKlydPHly4cEFJqGvXro3mzZsr5VUvX74MPz8/peiHMXx9fbFmzRqDUsym8LzXqDFTXoCXWxeTSW0568zvHS9aw6HGmTNncq3G+KZNsYqIiMCsWbOUdaimIiL48ccfsXv37lwL86j5P7t79y66d++On376Sfmu+PjxY7Ru3RqhoaFGVzv79ttv0bVr11e2UJ+JhRm97IetmrnfISEh2LlzJ3777Td4eHgYnEtMTETTpk3RqFEjzJkzx6i4mebMmQNLS0sEBwdj9+7dCAgIQEZGBh4/fozZs2djyJAhquJmdfbsWYwePVpZ2D5hwgSjr6ybU2ZJvkzp6ek4duwYPv/8c0yaNEn1osKYmBhMnz5dKYNZvnx5jB49WlNJQQsLC7Rv3x67d+/G+vXrlb5dv34dBQoUUHVV+WVGmQDjv/g5ODjg9OnTKFq0KPLnz4/du3fDz88PsbGxaNiwoTIyYIwCBQrgp59+Uq7AjhkzBpGRkYiKigIA/PDDDxg7dizOnDljdGxzsLCwQIsWLQze6H/66Sc0bNjQ4OqnqfbF0GrAgAEICwtD4cKF0aNHD3z44YfIly+fSWKb8nV25coVFCpUyGC/AeD/SqJOnToV6enpqoovZC7af1FlrNwq2jzL9evXUalSJVhaWmLQoEHw8fGBTqdDbGwsvv76a2RkZODo0aM53uNfJ1OvaStSpAhWrVqFunXrIi0tDS4uLvjpp5+U//eTJ0+iXr16qgpxmOvLpCm9zLqYTGqrXE2aNAkzZ85Eo0aNTDbCcvHiRbRr1w4nT540qGyX+ZlhygsCpuDq6oqHDx/i8ePHsLe3z3FxV22hl+DgYCxZsgQNGjSAh4dHjs9MLZXJLly4YFB++lkjmy9iaWmJa9euKRVEvby8sG/fPrO9JjgVyozMuXnZ5s2bsXjx4lw/cDw9PTF9+nT069dPdWKRtVJEgwYNcPbsWRw5cgQlSpTAu+++q7rfwNPNvMaOHYsVK1agWbNmiImJQbly5YyKkf2Lw/OUL1/e2C4CMN90igoVKihlW01Fp9Nh4cKFWLNmDQICAjB9+nTlw0LtNKas1V9EBO+99x6WLVumaQMowDwlh5OSkgxeC5GRkQa1xatUqYKEhATVfc7IyEBoaKiyCDT7a9vYRZW51fv/8MMPVffvee7evQsXFxdNMb755hsULlwYxYoVQ2Rk5DMXXKtJhEz5OvPz88O8efMQFBSU6/nq1aur2msDME9lLA8PD+zbtw/9+/fH6NGjDb6cNWvWDAsXLnyjkgrg6efL7du3UaRIERQpUgQHDhzAu+++q5RiNVbz5s0xatQoTJs2DZs3b4a9vb3ByO2JEydUl9fs2LEjHj58iBIlSpj0y+SznDx5EsuXLzdqAb+pS+LmZtmyZXBxcUF0dHSO15NOp1OVWAwZMgTFihXDb7/9ppTfvX37NoYNG4aZM2dq6q85Ft0b839ijNWrV2Pjxo147733TBYzMjIS9erVQ6lSpTTvYQLkrBR5//59s34/ZWJhZtnrlGeVnJyMmjVrqqpTfu3aNZQtW/aZ58uVK2ewK6hWhQsX1jyakJycjMmTJ2P+/PmoUKECdu7cqXrqT+ZGRS/6IDPFbsvZubm54dy5c6p+9++//8aGDRtw/vx56HQ6lC5dGu+//76yIZRamY/D0KFD8c4776Bz5844ceLES29gl5vs1XgsLS1RvXp11euEPvroI8ybN88sJYc9PDxw6dIleHt7Iy0tDUePHjWYUnX//n1Nmz0OGTIEoaGhCAgIQLly5TSvOTHXl4lp06ahaNGiSjW4Dh06YMOGDfD09MQvv/yi+qLAq9htNzs1r7PMnW7btm2LTz/9VJlqljlHW81O8ZkWLlyIOXPmKNPBRo8ebZLKWEWKFMEvv/yCpKQk/PnnnxARlCpVyqQ7kZuSqde0TZw4Ee3bt0e9evXg6OiIFStWGExf/fbbb43a0yUrc32ZzOrevXtYt24dli9fjiNHjqi+kGVO5tg4dP/+/di1axfc3NxgYWEBCwsL1K5dG1OmTEFwcHCOdRLGCAoKQnx8PD7//PNcKzipoWXzxufR6/Umr8DYpEkTeHp6okuXLvjwww+NvvD62plsGTjlqlWrVjJ79uxnnp83b560bdvW6LheXl6yd+/eZ57//fffxcvLy+i4mQYPHizz5s3LcXz+/PkyZMgQo+NNmzZN8ubNK76+vpqqcWS6fPnyS9/UOn78uMEtJiZGfv31V6lXr57UrFnT6Hhff/212Nraik6nExcXF9Hr9UpFma+//lp1P0VEdDqdXL9+Xfn59OnTUqJECfHz8xMLCwtNsTM5OjpqqixiYWEh169fl9u3b8vff/8tIiIZGRkybdo0afX/2rvvqKiu7m/g3xmaIFVBwYgUQaRGiC0iKthALMRYwQZGE2OJFSvWaNQoWBC7ApogWGPJgxpQFBuIgA0UkaYiFsQCiJTz/sHL/BwpOneGGcD9WWvWcu697tmDMnPPvefsPWAAmzFjBsvNzeUUe+LEiez7779nFy5cYDNnzmRNmzZlRUVFgv379+9n7du355x706ZN2alTpzj/fWkxMjISVBM5c+YM09TUZKdPn2bjx49nvXv3lnF2VZP079nDhw+Zk5MTa968Ofvnn39qIeNydb0yVm0pLS1lxcXFguehoaGC74uPf+dElZeXV2VVtJcvX3KKW9vVkM6fP89Gjx7NVFRUGJ/PZ3Pnzq2xwteXkmTFrdqkqakp+NkaGxuzyMhIxhhjDx48ELvCYW1XcCooKGCvX78WenAVGBjIRowYwQoKCiSW3/Pnz9nmzZtZly5dGI/HY9bW1mzNmjUsKyuLUzw+n8+ePXsmeK6mpsYePnwoqXQroYFFLWvVqhW7e/dutfuTkpI4lfzz8vJi3bp1q/ID9/3796x79+7My8tL5LgVWrRowa5fv15pe1xcHPvmm29Ejsfj8ZiKigobOHBgpfKiXEuNenp6sjdv3oicy5fi8XiCcpIfP77//nuWlJQkUqyTJ08yOTk5NmvWLPbkyRPB9idPnrAZM2YweXl5sU5ce/TowV69eiW07eXLl6xbt26Mx+NxjvsxcQcWnw5+JOnZs2esa9eujMfjMTU1NXbkyBGh/U5OTmzBggWc4+vp6bF79+6Jm2ata9SoEcvMzGSMMTZt2jQ2ceJExhhj9+7dY5qamrJMrVqS/D372ObNm5m8vDyztraulRO0jIwMtmzZMmZkZMS++eabr2ZgUZ9oaGhIdGDx5MkTtnLlSta6dWumq6vLZsyYwWJjY5m8vDy7c+eO2PE3btwoKKmqqKjIfv75Z9arVy+moaEh1ucXY4xlZWWxLVu2sLlz51Yq58pF165d2dGjRxljjI0cOZI5Ozuz6OhoNmbMGGZpaSlWrubm5uzGjRtixfjUu3fv2OTJk5mOjg7j8/mVHlzl5+ezvn37MlVVVWZlZSXxz5qHDx+y33//nVlaWjI5OTnm6OgocoyKi5kVJeJ5PB7T0NCQSOn4qtBUqFqWk5NT4xQMeXl5Ts1eli1bhvbt28PU1BSTJ08WdIG9e/cuAgICUFRUhH379nHO++XLl1XOfVZXV8eLFy9EjlcbUymCgoKwevVqkbvdfqlPbx+LM51i7dq1mDdvXqUywHp6evD19YWKigrWrFnDeZ5mVd1wmzRp8tnmY6IS99+wtqbT6Ojo4OLFi3j9+jVUVVUhJycntP/gwYNQVVXlHH/WrFnYuHEj/P39pT4lSBRaWlrIysqCvr4+wsPDBf/fGGN1bjFlBUn+nlXIyMjA4cOH0aRJEwwaNEhQMU5cVVXG8vf3F7syVn3z/v173Lx5s8r1RnWpGtAPP/yAY8eOSawakpGREYYOHYotW7agd+/eEv83DwgIwI4dOzBy5EgEBQXB29tbqOIWVxERERg4cCCMjIxw7949WFlZIT09HYwx2NnZcYq5aNEi5OfnAyifzta/f384ODigadOmCA0N5ZwrUD6Fbd68eRJddO/t7Y1z584hICCgyqa/XI0bNw5xcXEYNWpUlYu3xWVkZIR58+bh22+/hY+PD6fvdGms4/kYDSxqWW3VKW/ZsiWuXLmCX3/9tdKiv969e8Pf31+sevgmJiYIDw/HlClThLb/73//4zSfkEut/89htVTQrLCwEBEREejfvz8AYP78+SgqKhLsl5eXx/Lly0U68YmPj8eOHTuq3T969Ghs3LiRc86f68zLZX3Mp/Ol379/j19++aVSRRFRFuy2adPmsx+84nyBVleGT9xFttHR0Th37hz+97//wdLSstLFgrpSvWnw4MFwd3eHqakpXr58KejrkZCQwLmiSG0qKytDREQEjhw5gvT0dPB4PBgZGWHIkCEYPXo0py/pnTt3YtasWejVqxdu374tVNJXHJ9Wxjpw4IDEKmPVJ+Hh4RgzZkyVF5hqY02bOCTdb8LAwADR0dFo1aoVDAwMBBf0JCUzMxNdunQBACgrKwuKXIwePRqdO3cWuZRvhfnz52PWrFlYvnw51NTUcPjwYTRr1gweHh5CRS5E0bdvX8GfjY2NcffuXeTm5kJLS4vT7+2nfy8/P1+ii+5PnDiB4OBg9OjRA15eXnBwcICJiQkMDAzw119/wcPDQ+SYAHDq1CmcPn0aXbt25fT3a3Lp0iX89ddfOHToEN6/f4+BAwdi1apVIseprfUl1aGBRS3r168fFi9eDBcXlyrrlC9ZskRwAisqIyMj/O9//8OrV6+QkpICoPyDVNyTKACYOXMmpkyZgufPn8PJyQlA+VWP9evXS2VB3JeqjavHwcHBOHnypODfxd/fH5aWllBWVgZQXiZXT09PqHLW55SVldV450pBQUGsgZKhoWGNPwsuX/afnqRLomrRsmXLRK7BXRdoampybt4nTX5+fjA0NERWVhbWrl0ruEuTnZ2NX3/9VcbZCWOMYeDAgYJF5dbW1oJePOPGjcORI0dw7NgxkWI6OzsjJiYG/v7+GDNmjETzrc3KWPXJlClTMHToUCxevLjOVaz6lKSrId27dw+XLl3C7t270aFDB7Rp00bwuSiJ7yJJV9yqkJSUhJCQEADlF8YKCwuhqqqK5cuXY9CgQZya3lZFnHOP2j6vkHTT3wr6+voi93L6nAULFiAkJARPnjxBr169sGHDBri5uXFqwikL1MeiltXHOuUVtm7dipUrV+LJkycAyk9ely5dKvEvbK74fD40NDQkfgW8W7dumDFjhuBE8uMmUEB5ebktW7bgypUrXxyzU6dOGDFiRLWDEV9fX4SGhuLatWsi5VohMTFR6HlFLwBfX1+sXLlSrA7kksLn8/H06VNBLW3yddu7dy9+++03/PPPP3B0dBTaFxkZCTc3N5EHCL1798bevXvRsmVLSaeLcePGfdHJo7SnHUiburo64uPjOZeAbSjevXuHkJAQ7NmzB9euXUP37t3h7u4ONzc3znfJfvrpJ0Gn8W3btmHmzJmwt7cXVNzavXs3p7i6urqIjIyEhYUFLC0t8ccff2DgwIFITEyEvb39FzeMHDx4MAIDA6Gurv7Z75S6NsCWdNPfCqdOncLmzZuxbds2iU3b6tKlCzw8PDB8+HBODVhljQYWUpCRkYFJkybh9OnTVdYpr6uNeyo8f/4cysrKYs1Rrw18Ph8bNmz47BVwUW8D6urqIiIiQlDOV0dHB7GxsYJ/p/v376NDhw6VGnvVJCgoCJMmTcK6deswceJEwZzvkpISbN++HXPmzEFAQEC19fe5OnXqFP7880+cP39eonG5+LRJD5GM48ePw8XFBQoKCjh+/HiNx9al+e99+vSBk5MT5s2bV+X+VatWISoqCqdPn5ZyZqQmXl5esLe3x/jx42WdikjYJw3cJCkpKQm7d+/Gvn37kJubi+LiYk5xysrKUFZWJvh+CAsLQ3R0NExMTPDLL78IleEVhZubG1xdXTFhwgR4e3vj6NGjgruCWlpa+O+//74ojqenJzZt2gQ1NbXPNvYTdYD95s0bwZX/N2/e1HgslzsEtdX0t7Ya79VnNLCQovpSp7y+qK0r4MrKykhISICZmVmV+5OTk9GuXTu8f/9epLizZ8+Gr68v1NTUBFf7UlNT8e7dO0ybNo1zM8OapKSkoF27doJFdrJU3+9YHDp0CGFhYcjMzMSHDx+E9t24cUNGWQn/XGtaTFrX5r/r6uoiPDwc7dq1q3J/fHw8XFxcJNqPh4ivoKAAQ4cOhY6ODqytrSudSHFptlabgoOD8eeffwqmC7dp0wZz5szB6NGjJf5aJSUlOH78eJ24Q/yxhw8f4t27d7CxsUFBQQFmz54tGLD4+fnBwMBA1ikKXXji8/lVDgAZYxL7HMvMzJRI09+goKAa93Nd37Bv3z5s27YNaWlpuHLlCgwMDLBhwwYYGRlh0KBBnGJKC62xkCItLS106NBB1ml8sbp6IlWhtqrztGzZErdv3652YHHz5k1OUy3WrVuHIUOGICQkRPAl161bN4wYMQKdO3cWK+dPr/AwxpCdnY2lS5dKpHOnJNRmp8/atmnTJixcuBBjx47FP//8A09PT6SmpiI2NhaTJ0+WaW4f/1zr0884Nze3ximgzZs3x6tXr6SYEfkSf//9N06fPg1lZWWcP39e6HOYaxfn2uLr6wsfHx9MmTIF9vb2YIzh0qVL+OWXX/DixQuR1sl9CXl5ebEGFXv37oWqqiqGDh0qtP3gwYMoKCjgfJL6ccEVFRUVBAQEcM6xtkRGRgrWaFRV5VBcwcHBGD58OJSUlAD8X9PfDx8+IDg4mPMU79pYGL1161YsXrwY06dPx8qVKwUDKU1NTWzYsEEiA4vavINHfSxIlWqznrak1FZfhGnTpjELCwtWWFhYaV9BQQGzsLBg06ZNk/jriqOiF8DHDx6Px1q1asUuX74s6/TqPTMzM/b3338zxoT7efj4+LDJkyfLMrV669OmTZ96+vSpxJo7Eslp3rw5W7lyJSstLZV1Kp9laGjIgoKCKm0PDAxkhoaGMsioZm3atBE0mvvY+fPnWZs2bUSOt3z5cvbgwYNq979+/Zp5enqKHJex8t/PUaNGMT09PSYnJyexvhC1paJB66devHghsXwl1XjP3Nxc0CPk4++bW7dusaZNm4qVY1BQELOysmJKSkpMSUmJWVtbs+DgYLFifoqmQpEqtW3bFkuWLMHIkSOFFi9X1NPmWvauPsjJyUG7du2gqKiIKVOmCEqkJicnw9/fHyUlJYiPj69TC+4/rVBT0QvAxMREYjX8v2YqKipISkqCgYEBmjVrhrNnz+Lbb79FSkoKOnfujJcvX8o6RQDA8uXLa9y/ePFiKWXyeXw+Hy4uLoIriJ8qKipCeHh4nZq+Rcor/8TGxtaLxduNGjXC7du3K5VaTklJgbW1tcjTWWtbo0aNkJycXGndZXp6OszNzVFYWChSPD6fDy0tLYSGhqJXr16V9ufk5KBFixacfsdcXFyQmZmJKVOmQE9Pr9KVb3Gvqufl5SEmJqbKXilc7i7w+Xzk5ORUWlifmJgIR0dHzmsh8vPzMXfuXISFhVX5PcDlZ6usrIzk5GQYGBgInX+lpKTAxsZG5P8HFaq7g7dlyxb8/vvvEruDR2ccpEq1VU+7PmjevDkuX76MSZMmYd68eZV6hAQEBNSpQUVxcTECAwPh4+PDqccI+bzaKgMpaUePHhV6XlxcjLS0NMjLy6N169Z1amDxJVMI6koFOvJ/xo4di9DQUCxYsEDWqXyWiYkJwsLCKuUaGhpaZ6aIfqxZs2a4efNmpYFFYmIi554pgwYNQr9+/bBmzRqJTv2Kjo7GxYsXq10jJY4TJ07Aw8MD+fn5UFNTqzTdTpTPBVtbW/B4PPB4PPTs2VPoQltpaSnS0tI49/IAaqfxnpGRERISEiqtffnf//4HCwsLzrlu3rwZW7duFfr5DRo0CJaWlli6dCkNLEjtqi8nUrXFyMgI4eHhyM3NxYMHDwBIrkeIpCkoKODo0aPw8fGRdSoNlpOTE06cOAE7OzuMHz8eM2bMwKFDhwRlIOuK+Pj4StvevHmDcePG1bk+HA29LGtDVVpairVr1+L06dOwsbGptHjb19dXRplVtmzZMgwfPhwXLlyAvb09eDweoqOjERERgbCwMLHjP3jwAKmpqejWrRuUlZUFi4u5GjFiBKZNmwY1NTV069YNQPnd6N9++w0jRowQOR6Px8Pq1avRs2dPTJw4EQkJCdi5cyfn6lIf09fXr7VzgVmzZsHLywurVq0Su3eDm5sbgPImoX379hWqbqmoqAhDQ0P8+OOPnOPXRuO9OXPmYPLkyXj//j0YY4iJiUFISAj++OMP7Nq1i3Ou2dnZggvGH+vSpQuys7M5x61EohOrSIMxfvx4tnTpUsYYY1u3bmXKysqsV69eTFNTk/OcTFJ7xo0bx9avXy/rNBqs0tJSVlxcLHgeGhrKpk6dyjZu3MiKiopkmNmXuXXrFjMwMJB1GqQB6NGjR7UPR0dHWadXyfXr15mHhwezs7Njtra2zMPDg924cUOsmC9evGA9e/YUrG2rmAPv5eXFZs6cyTluUVERGzZsGOPxeExBQYEpKCgwOTk55unpyelz5uN1iNevX2etWrVinTp1Yk+ePGGMibeO6fTp06xPnz4sLS2N09+viYqKiuBnKimBgYFVrpsUV+PGjVl6ejpjjLFvvvmGXbt2jTHG2MOHD1njxo05x92xYwdr1aoV4/F4jMfjsZYtW7Jdu3aJlaulpSVbuXJlpe0rVqxgVlZWYsX+GK2xIFWqqZ72pEmTauwiTWpWUlKC8+fPIzU1Fe7u7lBTU8OTJ0+grq7OuVfIypUrsW7dOvTs2RPfffcdGjduLLS/LlVqIdIXHR2NAQMGUJUl0uDNnDkTK1asQOPGjXHhwgV06dJF4uvMxowZg2fPnmHXrl0wNzcXzIE/c+YMZsyYgTt37ogVPyUlBQkJCVBWVoa1tTXncrCflvh+9uwZhgwZggcPHuDo0aMwNDTkvMaiNvs3DB48GCNGjMCwYcM4x6jOhw8fqly30apVK07xaqvxXoUXL16grKxMImXaDx8+jOHDh6NXr15V3sGT1F1tGlgQIT179sTkyZOrnd7x4sULdOzYEQ8fPpRyZg1DRkYGnJ2dkZmZiaKiIty/fx/GxsaYPn063r9/j23btnGKa2RkVO0+Ho9H/15iunDhQo37K6YtyNqmTZuEnrP/X3Z437596NatG0JCQmSUGSHSoaCggEePHqF58+a11pRTV1cXp0+fxrfffiu0uDYtLQ3W1tZf3Mn6c0pLS3Hr1i0YGBhw6ntV1fsvKSnB1KlTERgYiMWLF2PRokWcBhaS7t/wcXPP58+fY/ny5fD09KyyVwqXRp8pKSnw8vLC5cuXhbYzMXtjVNd4r7i4GH5+fpwb79WWuLg4+Pn5ISkpCYwxWFhYYNasWbC1tZXYa9DAggjh8/ng8/lYuHAhli1bVmm/OFUkSPl8TzU1NezevRtNmzYVfCFFRUXhp59+EvS3IHVLVY3nPp5LXVd+Hz4dYFZUB3NycsL8+fOhpqYmo8xIQxIbG4uDBw9W2ePoyJEjMsqqnKmpKYYNG4Y+ffrA0dERR48erfaknOsFATU1Ndy4cQOmpqZCA4vY2Fg4OztzrhI3ffp0WFtbY/z48SgtLUX37t1x+fJlqKio4OTJk+jRo4dI8WpqSrpjxw5MmzYNxcXFIn9+FRcXY+LEiRItGFJTc8+PcR0E2NvbQ15eHvPmzauyipU4TfI+VtF4z8TEBDY2NpxiGBkZ1bhWp85fKJTYpCrSIPB4PLZjxw6moaHB3Nzc2Nu3b4X2U2158TRt2pQlJyczxoTrU6elpTFlZWVZpkZqkJeXJ/R4/vw5O3PmDOvUqRP777//ZJ3eZ3348IFlZGTIOg3SAISEhDAFBQXm6urKFBUVWf/+/ZmZmRnT0NBg48aNk3V67OjRo6x58+aC9Q8Vc9Q/fYjzPdavXz+2aNEixlj55/jDhw9ZaWkpGzp0KPvxxx85x/3mm29YbGys4H3o6emxe/fusYULF7IuXbqIHG/p0qUsPz+/2v3R0dGc10xqaGhIfB1EbVJRUWFJSUkSixcREcHMzc2r7FWRl5fHLCws2IULFzjF3rBhg9Djzz//ZO7u7qxJkybsjz/+4JyzNHp5MMYYDSyIkIrFXnfv3mVt2rRhVlZWQh8eNLAQj5aWFrtz5w5jTHhgcfHiRdasWTPOcX/88ccqP3DWrl3LhgwZwjkuqVlUVBSzs7OTdRqflZCQQL+3RCKsra2Zv78/Y+z/PsPKysrYhAkT2OLFi2Wc3f95+/Yt4/F47P79+5UuDFQ8uLpz5w7T0dFhzs7OTFFRkQ0ZMoSZm5uz5s2b19iQ7nOUlJRYVlYWY4yxCRMmsN9++40xVr4QWE1NjXPc2lAbBUNq82S9ffv27OLFi+KmKDBgwADm6+tb7f6NGzcyNzc3ib0eY4z5+/uLNXivrqnw48ePWaNGjcRJTQiVmyVVMjc3R0xMDEaOHIkOHTpU22CHiKZ3797YsGEDduzYAaD8tu67d++wZMkS9OvXj3PcqKgoLFmypNJ2Z2dnrFu3jnNcUjMdHR3cu3dP1mkQIjWpqalwdXUFACgpKSE/Px88Hg8zZsyAk5NTlVNoZUFVVRXnzp2DkZGRxBdvW1hY4ObNm9i6dSvk5OSQn5+PwYMHY/LkydDT0+Mct3nz5rh79y709PQQHh6OgIAAAEBBQQHk5OQklb5EmJiYYMWKFbh8+bLECoZs2LABEyZMgLq6eqV9Ghoa+Pnnn+Hr6wsHBweRY69Zswbe3t5YtWpVles2qnrNmiQmJmLNmjXV7u/Tp4/Ev3tdXFwwf/58kUt1V6y94/F42LVrl1CRmNLSUly4cAFt27aVWJ40sCDV0tDQwKlTpzB//nxBgx13d3dZp1Wv+fn5wdHRERYWFnj//j3c3d2RkpICbW1tsRbWvnv3rsra5AoKCnjz5o04KRMAN2/eFHrO/v+i6NWrV0tsbi4h9UGTJk0EDVO/+eYb3L59G9bW1sjLy0NBQYGMsyvv21Jxkmhra1tjTqKeTH5MV1dX4oMoT09PDBs2TLAGoHfv3gCAa9euSfTETxJ27doFTU1NxMXFIS4uTmgfj8fjNLCozZP1igujPXv2FNrOOC7ezsnJqbE6pry8PJ4/fy56ojU4dOgQp15afn5+AMrf67Zt24QGqRW9PLgWjqkKDSyIkE8XDFU02LG1tcX48eMRGRkpo8wahhYtWiAhIQEhISG4ceMGysrKMH78eHh4eEBZWZlzXCsrK4SGhlbqrHzgwAGxOnWScu3atQOPx6vUEKpz587Ys2ePjLIiRHq8vLywceNGODg44OzZs7C2tsawYcPw22+/ITIyEmfPnq100iYLWlpagkpImpqaVS6C5XIy+enFhZpwXbS7dOlSWFlZISsrC0OHDoWSkhKA8upO8+bN4xSztqSlpUk8Zm2erJ87d45rWlX65ptvcOvWLZiYmFS5/+bNm5zvXlV0C6/AGMPTp0/x/PlzwV0sUVT8Wzk6OuLIkSOcKoyJgqpCESE1VZFISEiAm5sbsrKy6kwVHFLu+PHj+PHHH+Hu7g4nJycAQEREBEJCQnDw4EFB91HCTUZGhtDzimpLjRo1klFGwj530pOcnIyRI0fS7y3hrKJ0qby8PN6/f48WLVqgrKwM69atE/Q48vHxqfWTls+JiooSVACKioqq8dju3bt/cVw+ny+4uPDpSR9QN6vESUtVPwMuWrdujXXr1lXbT+HIkSOYPXt2naiKNHXqVJw/fx6xsbGVvgcKCwvRsWNHODo6VioB/iU+vRNW8X3To0ePOnfnqio0sCBCPv5QrsrLly9x6tQpjBkzRsqZ1V8f1+f+HC71uSucOnUKq1atEjRWsrGxwZIlS0T68iTCCgsLERERgf79+wMA5s+fj6KiIsF+eXl5LF++XOYDjI9Pej718cnQ13bCQySnpotOX4OPLy7Ex8dj9uzZmDNnDr7//nsAwJUrV7B+/XqsXbtWrAs5+fn5iIqKqrKUrziNTlNTU7F3716kpqZi48aNaNasGcLDw6Gvrw9LS0tOMYODg/Hnn38KyqS3adMGc+bMwejRoznFk/TJ+s2bN2FlZQU+n//Ziy+i3mXKycmBnZ0d5OTkMGXKFJiZmYHH4yEpKQlbtmxBaWkpbty4gebNm4sUV9I+bhg5c+bMGo/19fWVyGvSwIKQWvZpfe6qTgArrvTQiV/dsn37dpw8eRInTpwAUF6/3tLSUjBtLTk5Gd7e3pgxY4Ys06x0R6U6XDv4EsLn85GTkwMdHR1Zp1IjaUxZ6tixI5YuXVqp4Ma///4LHx+fSmsOvlR8fDz69euHgoIC5Ofno0mTJnjx4gVUVFTQrFkzzlfqo6Ki4OLiAnt7e1y4cAFJSUkwNjbG2rVrERMTg0OHDokc09fXFz4+PpgyZQrs7e3BGMOlS5ewZcsW/P7775w+EyV9sv7xYPhzF1+4fPdmZGRg0qRJOH36tNBdm759+yIgIACGhoYix5S0il4umpqa6NGjR7V3lXg8nuSmukusvhQh5LPOnj3L7OzsWHh4OHv9+jV78+YNCw8PZ+3bt2dnzpyRdXrkEw4ODuzIkSOC5x+XCGaMsX379rHOnTvLIjVCpIrH4zFNTU2mpaVV40PWPte/QhJ9LBo1asTu3r1bafvdu3fFKtvZvXt3NmHCBFZSUiL4rMnMzGTdunVjhw8f5hy3c+fOgtKwH3+GxcTEsBYtWnCKaWhoyIKCgiptDwwMZIaGhpxzTU9PZy4uLkL/hnw+n7m4uLC0tDSRY5WVlQn+XNNDHLm5uSwmJoZdu3aN5ebmco5T8V5resjJyYmVqzTQHQtCpMjKygrbtm1D165dhbZfvHgREydORFJSEqe4paWl8PPzQ1hYWJW30HNzcznn/DXT1dVFRESEYKqAjo4OYmNjBVei7t+/jw4dOuD169cyzJKQ2sfn87FhwwZoaGjUeNzYsWOllFHVvvTuHcD9Dp6dnR3Mzc2xe/duwZSdoqIieHl5ISkpCTdu3OAUV1NTE9euXYOZmRk0NTVx5coVmJub49q1axg7diySk5M5xVVVVcWtW7dgZGQk1Ck8PT0dbdu2xfv370WO2ahRI9y+fbvS4uWUlBRYW1tzivmxV69e4cGDB2CMwdTUVOZrd6Thn3/+qXbf5cuXsXnzZjDGUFhYKHLskpISNGrUCAkJCbCyshInzc+iqlCESFFqamqVX8waGhpIT0/nHHfZsmXYtWsXZs6cCR8fHyxcuBDp6ek4duxYpUpR5Mu9fv1aaL3RpxVJysrKhNZcENKQjRgxos6vsZDGdL9t27ZhwIAB0NfXF5SbTkxMBI/Hw8mTJznHVVBQEExVad68OTIzM2Fubg4NDQ1kZmZyjqupqYns7GwYGRkJbY+Pj8c333zDKaaJiQnCwsKwYMECoe2hoaEwNTXlnGsFLS0tdOjQQew4FYKDg2vcXxfWjQ4aNKjStuTkZMyfPx8nTpyAh4cHVqxYwSm2vLw8DAwMpDLdmgYWhEhRhw4dMH36dOzfv19Qiu7p06eYNWsWOnbsyDnuX3/9hZ07d8LV1RXLli3DyJEj0bp1a9jY2ODq1atiLfr7mrVs2RK3b9+GmZlZlftv3ryJli1bSjkrQqRP3Io/snT37t0q7+RyLZbRsWNHpKWlYf/+/UhOTgZjDMOHD4e7u3ulRnGisLW1xfXr19GmTRs4Ojpi8eLFePHiBfbt2wdra2vOcd3d3TF37lwcPHgQPB4PZWVluHTpEmbPns35hHrZsmUYPnw4Lly4AHt7e/B4PERHRyMiIgJhYWGcc60tv/32m9Dz4uJiFBQUQFFRESoqKnViYPGxJ0+eYMmSJQgKCkLfvn0lcqdh0aJFmD9/Pvbv38+pH8YXk+lELEK+MikpKczKyoopKCiw1q1bs9atWzMFBQVmaWnJUlJSOMdVUVFhGRkZjDHGdHV1WVxcHGOMsdTUVKauri6R3L9G06ZNYxYWFqywsLDSvoKCAmZhYcGmTZsmg8wIkS4ej8dycnJknYZIUlNTmY2NTaV1FxXz1eua2NhYFhkZyRhj7NmzZ8zFxYWpqakxW1tblpCQwDnuhw8fmLu7u+BnoKCgwPh8Phs1ahQrKSnhHPf69evMw8OD2dnZMVtbW+bh4cFu3LjBOZ603b9/n/Xs2ZOFh4fLOhWBvLw85u3tzZSVldn333/PLly4ILHY7dq1Y6qqqkxJSYm1adOG2draCj0khdZYECJljDGcPXtWcKXLwsICvXr1EuuKoJmZGYKDg9GpUyc4ODjA1dUV8+bNQ2hoKKZOnYpnz55J8B18PXJyctCuXTsoKipiypQpaNOmDXg8HpKTk+Hv74+SkhLEx8fLvKQgIaSyAQMGQE5ODjt37oSxsTFiYmLw8uVLzJo1C+vWrYODg4OsU5Sq1NRUxMfHo6ysDLa2tiJPWfq4dOmFCxfQpUuXakvT1xfXr1/HqFGjOK9fkaS1a9dizZo10NXVxapVq6qcGiWOpUuX1niesWTJEom8Dg0sCGkA5s2bB3V1dSxYsACHDh3CyJEjYWhoiMzMTMyYMQOrV6+WdYr1VlpaGiZNmoSzZ88KlRTs3bs3AgICYGxsLOMM/09OTg5mz56NiIgIPHv2rFJpRSpnTL4m2traiIyMhI2NDTQ0NBATEwMzMzNERkZi1qxZiI+Pl3WK9YqCggIePXqE5s2bCxom1vU1N58THx+P7t27482bN7JOBXw+H8rKyujVqxfk5OSqPe7IkSNSzEp09XuoSQgBAKGBw5AhQ6Cvr49Lly7BxMRErKZ7BDAyMkJ4eDhyc3Px4MEDAOULF2t1jipH48aNQ2ZmJnx8fKCnp1ev58UTIq7S0lKoqqoCKB9kPHnyBGZmZjAwMMC9e/dknF1lRkZGNf7OculjkZ+fjzVr1uDIkSNIT08Hj8eDkZERhgwZgtmzZ0NFReWLYxkaGmLTpk3o06cPGGO4cuVKtdWaunXrJnKutenTRrWMMWRnZ8Pf3x/29vYyykrYmDFjavUz29jYGLGxsWjatKnQ9ry8PNjZ2UmsozndsSCknisuLsbEiRPh4+NTp66eE+lTU1PDxYsX0a5dO1mnQojMOTg4YNasWXBzc4O7uztevXqFRYsWYceOHYiLi8Pt27dlnaKQjRs3Cj0vLi5GfHw8wsPDMWfOHMybN0+keB8+fECXLl1w+/ZtuLi4oG3btmCMISkpCeHh4bCzs8OFCxegoKDwRfGOHTuGX375Bc+ePau22RzAveFcbaqqUa2Ojg6cnJywfv16QTGVhuzjhoEfy8nJgb6+fqXiBlzRHQtC6jkFBQUcPXoUPj4+sk6FyJi+vn61X/aEfG0WLVqE/Px8AMDvv/+O/v37w8HBAU2bNkVoaKjY8ePi4pCUlAQejwdzc3PY2dmJFe/TykUVtmzZguvXr4scb+vWrXj06BESExMrVbZLTk5Gjx49sG3bNkydOvWL4rm5ucHNzQ3v3r2Duro67t27V2+mQpWVlck6BZn5+G7N6dOnhUrel5aWIiIiolIpYnHQHQtCGgBPT09YW1tj5syZsk6FyNCZM2ewfv16bN++XdDEjxDyf3Jzc6GlpSXWlJNnz55hxIgROH/+PDQ1NcEYw+vXr+Ho6IgDBw5AR0dHghmXT4Fq166dyOsAunfvjmHDhmHy5MlV7t+8eTMOHTqEqKgokXOKioqCvb19vVu8/eLFCygqKkJdXV3WqUhNxd2aqu4yKSgowNDQEOvXr0f//v0l8nr1638EIQ1AWVkZHjx4gGfPnlW6isJ1XqqJiQlWrFiBy5cv47vvvqtUS536WHwdhg8fjoKCArRu3RoqKiqVpjhQB3byNSgtLcWdO3dgamoKZWVloX2NGjXCrVu3YGVlVWl6zJeaOnUq3rx5gzt37sDc3BxAea+MsWPHYtq0aQgJCRH7PXzs0KFDnNZ03b17Fz169Kh2v6OjI5YvX/7F8d68eSM4Ibe1tUVBQUG1x9alE/e8vDwsXLgQoaGhePXqFQBAR0cHnp6e8PHxEWmdSX1UcZ5hZGSE2NhYaGtr1+rr0R0LQqTo6tWrcHd3R0ZGRqUrB+LMS63pNiaPx5PYoixStwUFBdW4f+zYsVLKhBDZCQwMhL+/P65du1apuk5paSk6deqE6dOnY9SoUZzia2ho4L///qvUGTomJgZ9+vRBXl4ep7i2trZCd1IYY3j69CmeP3+OgIAATJw4UaR4CgoKyMrKgq6ubpX7s7OzYWBg8MVz6z+uBMXn86u868MYq1NrLHJzc/H999/j8ePH8PDwgLm5uWCdyd9//422bdsiOjoaiYmJuHbt2ld3ES4vLw+ampoSjUl3LAiRol9++QXt27fHqVOnJFq1Jy0tTSJxSP1GAwdCgN27d2P27NlVluyUk5ODt7c3/P39OQ8sysrKqlzwrKCgINZcfjc3N6HnfD4fOjo66NGjB9q2bStyvLKyshrLlvL5fJEGAJGRkYI7J+fOnRM5H1lYvnw5FBUVkZqaWqnf0PLly9GnTx+MHj0aZ86cwaZNm2SUpXSsWbMGhoaGGD58OABg6NChOHz4MPT09PDvv//i22+/lcjr0B0LQqSocePGSExMhImJSa3E//DhA9LS0tC6det6N/eVSFZhYSGKi4uFttWl6QmE1JZmzZohJiam2nVGaWlp6NixI54/f84p/qBBg5CXl4eQkBC0aNECAARXxLW0tHD06FGuqUsUn8+HlZVVtd8FJSUluHPnTp25u1AbDA0NsX37dvTt27fK/eHh4ejXrx+WLFkisQZxdZWxsTH279+PLl264OzZsxg2bBhCQ0MRFhaGzMxMnDlzRiKvQ2cehEhRp06d8ODBA4kPLAoKCjB16lTBVJj79+/D2NgY06ZNQ4sWLUQuU0jqp/z8fMydOxdhYWF4+fJlpf0N+QSCkAr5+fk1LnR++/ZtjesDPsff3x+DBg2CoaEh9PX1wePxkJmZCWtra+zfv59z3Opy5vF4UFJSgqKiokjxvuRE+ccff/zieDdv3vziY21sbL742NqUnZ0NS0vLavdXrLVp6IMKoPxnoa+vDwA4efIkhg0bhj59+sDQ0BCdOnWS2OvQwIIQKZo6dSpmzZqFp0+fwtrautLtdK4fxvPnz0diYiLOnz8PZ2dnwfZevXphyZIlNLD4Snh7e+PcuXMICAjAmDFjsGXLFjx+/Bjbt2+n7uvkq2FqaorLly9X+3kaHR0NU1NTzvH19fVx48YNnD17FsnJyWCMwcLCAr169eIcEwA0NTVrnB7bsmVLjBs3DkuWLPmiheeSPllu165djf0rKtSlNRba2tpIT09Hy5Ytq9yflpZWb0rmiktLSwtZWVnQ19dHeHg4fv/9dwDl62Ik+e9FAwtCpKji6pCXl5dgW8UHtTgfxseOHUNoaCg6d+4s9MVkYWGB1NRU8ZIm9caJEycQHByMHj16wMvLCw4ODjAxMYGBgQH++usveHh4yDpFQmqdu7s7Fi1ahC5dulQaXCQmJmLx4sXw9vbmFLukpASNGjVCQkICevfujd69e0siZQDli84XLlyIcePGoWPHjmCMITY2FkFBQVi0aBGeP3+OdevWQUlJCQsWLJDY636p+riWz9nZGQsXLsTZs2cr3fEpKiqCj4+P0MW4hmzw4MFwd3eHqakpXr58CRcXFwBAQkKCRGdR0MCCECmqrQ/m58+fV3nVJT8/X2ILxEndl5ubK6gQpq6uLigv27VrV0yaNEmWqREiNTNmzMD//vc/fPfdd+jVqxfatm0LHo+HpKQk/Pfff7C3t8eMGTM4xZaXl4eBgUGtXJEPCgrC+vXrMWzYMMG2gQMHwtraGtu3b0dERARatWqFlStXymRgYWBgIPXXFNeyZcvQvn17mJqaYvLkyYJF8Hfv3kVAQACKiooQHBws4yylw8/PD4aGhsjKysLatWuhqqoKoHyK1K+//iqx16HF24Q0AN27d8eQIUMwdepUqKmp4ebNmzAyMsKUKVPw4MEDhIeHyzpFIgU2NjbYvHkzunfvjj59+sDGxgbr1q3Dpk2bsHbtWjx69EjWKRIiFcXFxfDz88Pff/+NlJQUMMbQpk0buLu7Y/r06SKvV/jY3r17cfDgQezfv59Tf4nqqKioIDExsdI0rZSUFHz77bcoKChAWloaLC0txVojIkl3795FZmZmpZK1AwcOlFFGlaWlpeHXX3/FmTNnBNO4eDweevfuDX9//1orpvK1ooEFITIgqQ/jhIQEtGvXDleuXEHfvn3h4eGBwMBA/Pzzz7hz5w6uXLmCqKgofPfdd5JMn9RRfn5+kJOTw7Rp03Du3Dm4urqitLQUJSUl8PX1xW+//SbrFAmp92xtbfHgwQMUFxfDwMCgUkPSGzducIrbpk0bDB48uNJ6qHnz5uHo0aO4d+8erl+/jkGDBuHx48ec85eEhw8f4ocffsCtW7eE1l1U3CGvK2ssPvbq1SukpKQAKG8qK8lBYV11/PhxuLi4QEFBAcePH6/xWEkNBmlgQYgUSfrDmM/nw9bWFj/99BOsra2xc+dOxMXFoaysDHZ2dpg7dy6sra0l/j5I/ZCRkYG4uDi0bt1aYjXKCfnaLVu2rMb9XBdNHz9+HEOHDkXbtm3RoUMH8Hg8xMbGIikpCYcPH0b//v2xdetWpKSkwNfXl9NrSMqAAQMgJyeHnTt3wtjYGDExMXj58iVmzZqFdevWwcHBQab5kXJ8Ph9Pnz4VNDWsjiQX3NPAghApkvSH8ZUrV7Bnzx6EhYWhuLgYgwcPhpeXF5ycnGrpHRBCCKktGRkZ2Lp1K+7fvw/GGNq2bYuff/4ZeXl5aNeuHee4+fn5iIqKqvJOOZdu09ra2oiMjISNjQ00NDQQExMDMzMzREZGYtasWYiPj+ecK6nfaGBBiBTV1odxYWEhwsLCsHfvXly8eBGGhobw8vLC2LFjqy2zRxqOa9euITc3V1DlAwCCg4OxZMkS5Ofnw83NDZs3b4aSkpIMsySEiCIvLw9//fUX9uzZg4SEBM5XlOPj49GvXz8UFBQgPz8fTZo0wYsXL6CiooJmzZrh4cOHIsfU0tJCXFwcjI2N0bp1a+zatQuOjo5ITU2FtbV1nVkDQqTv84WQCSESU1paKqjEoK2tjSdPngAor7Zx7949znGVlZUxduxYnD9/Hvfv38fIkSOxfft2GBkZoV+/fhLJndRdS5cuFWpedevWLYwfPx69evXCvHnzcOLECfzxxx8yzJCQhqO0tBTr1q1Dx44doauriyZNmgg9xBUZGYlRo0ahRYsW8Pf3h4uLC65fv8453owZMzBgwADk5uZCWVkZV69eRUZGBr777jusW7eOU0wrKyvBZ06nTp2wdu1aXLp0CcuXL4exsTHnXEntKCsrw549e9C/f39YWVnB2toaAwcORHBw8Gf7koiMEUKkpmvXruzo0aOMMcZGjhzJnJ2dWXR0NBszZgyztLSU2Ou8ffuWbdu2jTVp0oTx+XyJxSV1k66uLouNjRU8X7BgAbO3txc8DwsLY+bm5rJIjZAGx8fHh+np6bE///yTNWrUiK1YsYKNHz+eNW3alG3cuJFTzKysLLZixQpmZGTEmjVrxqZMmcLk5eXZnTt3xM5XQ0ODJScnC/589+5dxhhjV69eZWZmZpxihoeHs8OHDzPGGEtNTWXm5uaMx+MxbW1tFhERIXbORHLKysqYq6sr4/F4rF27dmzEiBFs+PDhzMbGhvF4PDZo0CCJvh71sSBEihYtWoT8/HwAwO+//47+/fvDwcEBTZs2RWhoqNjxo6KisGfPHhw+fBhycnIYNmwYxo8fL3ZcUre9evUKzZs3FzyPiooSavrUoUMHZGVlySI1QmTq0aNHOH78eJVrC7gugP7rr7+wc+dOuLq6YtmyZRg5ciRat24NGxsbXL16VeQ1C/369UN0dDT69++PzZs3w9nZGXJycti2bRun/D6loKAgKBDSvHlzZGZmwtzcHBoaGsjMzOQUs2/fvoI/Gxsb4+7du8jNzYWWlhb1TqpjAgMDceHCBURERMDR0VFoX2RkJNzc3BAcHIwxY8ZI5PVoYEGIFNXGh3FWVhYCAwMRGBiItLQ0dOnSBZs3b8awYcMqlUEkDVPz5s2RlpYGfX19fPjwATdu3BCqXPP27VsoKCjIMENCpC8iIgIDBw6EkZER7t27BysrK6Snp4MxBjs7O85xnz59Kqi2p6qqitevXwMA+vfvDx8fH5HjnTlzBtOmTcOkSZMq9bCQBFtbW1y/fh1t2rSBo6MjFi9ejBcvXmDfvn0iVw0sLS3FnTt3YGpqCmVlZaF9jRo1wq1bt2BlZVVjBSIiXSEhIViwYEGlQQUAODk5Yd68efjrr78kNrCgf3lCpOj169eCbsgVmjRpglevXuHNmzcix+vduzeMjIwQEBCAIUOGICkpCdHR0fD09KRBxVfE2dkZ8+bNw8WLFzF//nyoqKgIVRi7efMmWrduLcMMCZG++fPnY9asWbh9+zYaNWqEw4cPIysrC927d8fQoUM5x23ZsiWys7MBlPdDOHPmDAAgNjaWU4GEixcv4u3bt2jfvj06deoEf39/PH/+nHN+n1q1ahX09PQAACtWrEDTpk0xadIkPHv2DDt27BAp1r59++Dl5VVlg0ElJSV4eXnh77//lkjeRDJu3rwpdAf7Uy4uLkhMTJTcC0p0YhUhpEbOzs5sy5YtlbZv3bqVubi4iBxvwIAB7NixY6ykpEQS6ZF66tmzZ6xr166Mx+MxNTU1duTIEaH9Tk5ObMGCBTLKjhDZUFVVZQ8ePGCMMaapqclu377NGGMsISGBGRgYcI47d+5ctnLlSsYYYwcPHmTy8vLMxMSEKSoqsrlz53KOm5+fz3bv3s3s7e2ZgoIC4/P5bMOGDezNmzecY0pa165dWUhISLX7Q0NDmYODgxQzIp+joKDAnjx5Uu3+x48fM0VFRYm9HpWbJUSKmjRpgkuXLsHc3Fxoe3JyMuzt7fHy5UsZZUYagtevX0NVVRVycnJC23Nzc6GqqlrlVUZCGipdXV1ERkbCwsIClpaW+OOPPzBw4EAkJibC3t4e7969k8jrXLt2DZcuXYKJiYnEuhffu3cPu3fvxr59+5CXl4fevXt/tnOyNDRr1gwxMTEwNDSscn9aWho6duwo0TsuRDxycnJ4+vQpdHR0qtyfk5ODFi1aSKxBHq2xIESKioqKUFJSUml7cXExCgsLZZARaUg0NDSq3C6JEpiE1DedO3fGpUuXYGFhAVdXV8yaNQu3bt3CkSNH0LlzZ85xL1y4gC5dukBevvwUqlOnTujUqRNKSkpw4cIFdOvWTezczczMsHbtWvzxxx84ceIE9uzZI9Lft7W1/eJ1ezdu3PjiuPn5+TVO23379i31sKhjGGMYN25ctdP0ioqKJPp6NLAgRIo6dOiAHTt2YPPmzULbt23bhu+++05GWRFCSMPj6+sruCuxdOlSvHv3DqGhoTAxMYGfnx/nuI6OjsjOzkazZs2Etr9+/RqOjo4Su/ILlF9tdnNzg5ubm0h/T9Tjv5SpqSkuX74MGxubKvdHR0fXygJ0wt3YsWM/e4ykFm4D1HmbEKm6dOkSevXqhQ4dOqBnz54AyiuXxMbG4syZM0ILbgkhhNQ9fD4fOTk5laaW3L9/H+3bt+dUiKO+WLt2LdauXYvIyMhKg4vExET07NkT3t7e8Pb2llGGRNZoYEGIlCUkJODPP/9EQkIClJWVYWNjg/nz59NVHkIIqcMGDx4MAPjnn3/g7OwsNLWktLQUN2/ehJmZGcLDw2WVYq0rLi5Gnz59EB0djV69eqFt27bg8XhISkrCf//9B3t7e5w9e5bKW3/FaGBBCCGEkAahSZMmuH//PrS1tT/bH0hVVRWWlpZYs2ZNtVN7Pubp6QkACAoKwrBhw4T6OCgqKsLQ0BATJkyAtra2+G9ETKL8HD4tgf45xcXF8PPzw99//42UlBQwxtCmTRu4u7tj+vTpVCTiK0cDC0JkpLCwEMXFxULb1NXVZZQNIYTUf0FBQRgxYgSUlJQQFBRU47FFRUX4999/kZWVhbi4uC9+jWXLlmH27Nl1uleQKD+HL5mDT8iXooEFIVJUUFAAb29vhIWFVVlaVpKL/gghhNQsKysL3333HZ49eybS3yspKcH58+eRmpoKd3d3qKmp4cmTJ1BXV4eqqmotZUtI3UdVoQiRojlz5uDcuXMICAjAmDFjsGXLFjx+/Bjbt2/H6tWrZZ0eIYR8VfT19UUeVGRkZMDZ2RmZmZkoKipC7969oaamhrVr1+L9+/fYtm1bLWXLTWZmZo37W7VqJaVMyNeA7lgQIkWtWrVCcHAwevToAXV1ddy4cQMmJibYt28fQkJC8O+//8o6RUIIaRBKS0vh5+eHsLAwZGZm4sOHD0L7RV1bUMHNzQ1qamrYvXs3mjZtisTERBgbGyMqKgo//fQTUlJSJJG+xPD5/BrXWNCdciJJdMeCECnKzc2FkZERgPL1FBVfbF27dsWkSZNkmRohhDQoy5Ytw65duzBz5kz4+Phg4cKFSE9Px7Fjx7B48WLOcaOjo3Hp0qVKi5QNDAzw+PFjcdOWuPj4eKHnxcXFiI+Ph6+vL1auXCmjrEhDRQMLQqTI2NgY6enpMDAwgIWFBcLCwtCxY0ecOHECmpqask6PEEIajL/++gs7d+6Eq6srli1bhpEjR6J169awsbHB1atXMW3aNE5xy8rKqrzK/+jRI6ipqYmbtsR9++23lba1b98eLVq0wJ9//ikoo0uIJNDAghAp8vT0RGJiIrp374758+fD1dUVmzdvRklJCXx9fWWdHiGENBhPnz6FtbU1gPLSsq9fvwYA9O/fHz4+Ppzj9u7dGxs2bMCOHTsAADweD+/evcOSJUvQr18/8ROXkjZt2iA2Npbz33/06BGOHz9e5TQz+j77etHAghApmjFjhuDPjo6OSEpKQlxcHFq3bl3lVSVCCCHctGzZEtnZ2WjVqhVMTExw5swZ2NnZITY2Vqi5nah8fX3h5OQECwsLvH//Hu7u7khJSYG2tjZCQkIk+A4k49NO4IwxZGdnY+nSpZwbs0ZERGDgwIEwMjLCvXv3YGVlhfT0dDDGYGdnJ4m0ST1Fi7cJIYQQ0uDMmzcP6urqWLBgAQ4dOoSRI0fC0NAQmZmZmDFjhliV+AoLC3HgwAHExcWhrKwMdnZ28PDwEGqaV1dUtXibMQZ9fX0cOHAA33//vcgxO3bsCGdnZyxfvhxqampITExEs2bN4OHhAWdnZ1oz+BWjgQUhUhYVFYV169YhKSkJPB4P5ubmmDNnDhwcHGSdGiGENFhXr17F5cuXYWJigoEDB3KKUVxcDDMzM5w8eRIWFhYSzrB2REVFCT3n8/nQ0dGBiYkJ5OW5TVxRU1NDQkICWrduDS0tLURHR8PS0hKJiYkYNGgQ0tPTJZA5qY9oKhQhUrR//354enpi8ODBmDZtGhhjuHz5Mnr27InAwEC4u7vLOkVCCGmQOnfujM6dO4sVQ0FBAUVFRTWWb61runfvLvGYjRs3RlFREQCgRYsWSE1NhaWlJQDgxYsXEn89Un/QHQtCpMjc3BwTJ04UWmsBlM/Z3blzJ5KSkmSUGSGENCwvX75E06ZNAZR32N65cycKCwsxcOBAse4Qr169GsnJydi1axfnK/7Sdv/+fZw/fx7Pnj1DWVmZ0D4upXfd3Nzg6uqKCRMmwNvbG0ePHsW4ceNw5MgRaGlp4b///pNU6qSeoYEFIVKkpKSEO3fuwMTERGj7gwcPYGVlhffv38soM0IIaRhu3bqFAQMGICsrC6ampjhw4ACcnZ2Rn58PPp+P/Px8HDp0CG5ubpzi//DDD4iIiICqqiqsra3RuHFjof1HjhyRwLuQnJ07d2LSpEnQ1taGrq6u0N0WHo+HGzduiBzz4cOHePfuHWxsbFBQUIDZs2cjOjoaJiYm8PPzg4GBgSTfAqlHaGBBiBSZmJhgzpw5+Pnnn4W2b9++HevWratzHVsJIaS+cXFxgby8PObOnYv9+/fj5MmT6NOnD3bt2gUAmDp1KuLi4nD16lVO8T09PWvcv3fvXk5xa4uBgQF+/fVXzJ07V9apkK8ADSwIkaKtW7di+vTp8PLyQpcuXcDj8RAdHY3AwEBs3Lix0oCDEEKIaLS1tREZGQkbGxu8e/cO6urqiImJQfv27QEAycnJ6Ny5M/Ly8mSbqJSoq6sjISEBxsbGsk6FfAXqx+RAQhqISZMmQVdXF+vXr0dYWBiA8nUXoaGhGDRokIyzI4SQ+i83Nxe6uroAyhvjNW7cGE2aNBHs19LSwtu3b8V6jZKSEpw/fx6pqalwd3eHmpoanjx5AnV1daiqqooVW9KGDh2KM2fO4JdffhErTpMmTXD//n1oa2tDS0urxgXsqqqqsLS0xJo1a2BjYyPW65L6he5YEEIIIaTB4PP5yMnJgY6ODoDy0qg3b96EkZERACAnJwctWrRAaWkpp/gZGRlwdnZGZmYmioqKcP/+fRgbG2P69Ol4//49tm3bJrH3wtWmTZsEf87Pz4evry9cXV1hbW0NBQUFoWOnTZv2RTGDgoIwYsQIKCkpISgoqMZji4qK8O+//yIrKwtxcXGivwFSb9HAghAZ+PDhQ5XVOVq1aiWjjAghpGHg8/lwcXERdNc+ceIEnJycBIusi4qKEB4eznlg4ebmBjU1NezevRtNmzZFYmIijI2NERUVhZ9++qlOrJWrGER9Do/Hw8OHD2slh6ysLHz33Xd49uxZrcQndRMNLAiRopSUFHh5eeHy5ctC2xlj4PF4nL/oCCGElPvc4uoKXBdZa2tr49KlSzAzMxN0nTY2NkZ6ejosLCxQUFDAKS4hDQGtsSBEisaNGwd5eXmcPHkSenp69arJEiGE1Ae1XZWprKysyotAjx49gpqaWq2+dl1RWloKPz8/hIWFITMzEx8+fBDan5ubK6PMiKzRwIIQKUpISEBcXBzatm0r61QIIYRw0Lt3b2zYsAE7duwAUD6d6N27d1iyZAn69esn4+yq9ujRIxw/frzKQYCvr6/I8ZYtW4Zdu3Zh5syZ8PHxwcKFC5Geno5jx45xarhHGg6aCkWIFHXo0AF+fn7o2rWrrFMhhBDCwZMnT+Do6Ag5OTmkpKSgffv2SElJgba2Ni5cuIBmzZrJOkUhERERGDhwIIyMjHDv3j1YWVkhPT0djDHY2dkhMjJS5JitW7fGpk2b4OrqCjU1NSQkJAi2Xb16FX///XctvBNSH9DAgpBa9ubNG8Gfr1+/jkWLFmHVqlVVVudQV1eXdnqEEEJEVFhYiJCQENy4cQNlZWWws7ODh4cHlJWVZZ1aJR07doSzszOWL18uWBPSrFkzeHh4wNnZGZMmTRI5ZuPGjZGUlIRWrVpBT08Pp06dgp2dHR4+fAhbW1u8fv26Ft4JqQ9oYEFILePz+UJrKSoWan+MFm8TQgipDR/fUdDS0kJ0dDQsLS2RmJiIQYMGIT09XeSYZmZmCA4ORqdOneDg4ABXV1fMmzcPoaGhmDp1KlWC+orRGgtCatm5c+dknQIhhBAJCQ4OrnH/mDFjpJTJl2ncuDGKiooAAC1atEBqaiosLS0BAC9evOAU84cffkBERAQ6deqE3377DSNHjsTu3buRmZmJGTNmSCx3Uv/QHQtCCCGEkC+kpaUl9Ly4uBgFBQVQVFSEiopKnauI5ObmBldXV0yYMAHe3t44evQoxo0bhyNHjkBLSwv//fef2K9x9epVXL58GSYmJhg4cKAEsib1FQ0sCJGivXv3QlVVFUOHDhXafvDgQRQUFGDs2LEyyowQQghXKSkpmDRpEubMmYO+ffvKOh0hDx8+xLt372BjY4OCggLMnj0b0dHRMDExgZ+fHwwMDGSdImlAaGBBiBSZmZlh27ZtcHR0FNoeFRWFiRMn4t69ezLKjBBCiDiuX7+OUaNGITk5Wdap1LqXL1+iadOmAMo7bO/cuROFhYUYOHAgHBwcZJwdkSVaY0GIFGVkZMDIyKjSdgMDA2RmZsogI0IIIZIgJyeHJ0+eyDqNasXFxSEpKQk8Hg8WFhawtbUVOcatW7cwYMAAZGVlwdTUFAcOHICzszPy8/PB5/Ph5+eHQ4cOwc3NTfJvgNQLNLAgRIqaNWuGmzdvwtDQUGh7YmKi4OoPIYSQuuv48eNCzxljyM7Ohr+/P+zt7WWUVfWePXuGESNG4Pz589DU1ARjDK9fv4ajoyMOHDgAHR2dL47l7e0Na2tr7N+/H/v370f//v3Rr18/7Nq1CwAwdepUrF69mgYWXzGaCkWIFHl7eyMsLAx79+5Ft27dAJRPg/Ly8sKQIUOwbt06GWdICCGkJnw+X+g5j8eDjo4OnJycsH79eujp6ckos6oNHz4cqamp2LdvH8zNzQEAd+/exdixY2FiYoKQkJAvjqWtrY3IyEjY2Njg3bt3UFdXR0xMDNq3bw8ASE5ORufOnZGXl1cbb4XUAzSwIESKPnz4gNGjR+PgwYOQly+/YVhWVoYxY8Zg27ZtUFRUlHGGhBBCGhINDQ38999/6NChg9D2mJgY9OnTR6RBAJ/Px9OnTwXdxSsa7hkbGwMAcnJy0KJFC+rJ9BWjqVCESJGioiJCQ0OxYsUKJCYmQllZGdbW1lSVgxBC6pkXL15AUVER6urqsk6lRmVlZVBQUKi0XUFBAWVlZSLH+7TB66fPydeN7lgQQgghhHyBvLw8LFy4EKGhoXj16hUAQEdHB56envDx8YGKioqMM6xs0KBByMvLQ0hICFq0aAEAePz4MTw8PKClpYWjR49+cSw+nw8XFxcoKSkBAE6cOAEnJyc0btwYAFBUVITw8HC6Y/EVo4EFIbVs5syZWLFiBRo3boyZM2fWeKyvr6+UsiKEECKK3NxcfP/994KTcnNzczDGkJSUhL///htt27ZFdHQ0EhMTce3aNUybNk3WKQMoLwc7aNAg3L59G/r6+uDxeMjMzIS1tTX++ecftGzZ8otjeXp6ftFxe/fu5ZouqedoKhQhtSw+Ph7FxcWCP1eHbicTQkjdtXz5cigqKiI1NRXNmzevtK9Pnz4YPXo0zpw5g02bNskoy8r09fVx48YNnD17FsnJyWCMwcLCAr169RI5Fg0YyOfQHQtCCCGEkM8wNDTE9u3bq+2sHR4ejn79+mHJkiVYsmSJlLMjpG7gf/4QQgghhJCvW3Z2NiwtLavdb2VlBT6fX2cGFZGRkbCwsMCbN28q7Xv9+jUsLS1x8eJFGWRGGjKaCkWIFHh5eX3RcXv27KnlTAghhHChra2N9PT0atckpKWlCcqw1gUbNmzAhAkTqqxapaGhgZ9//hm+vr5wcHCQQXakoaKpUIRIAZ/Ph4GBAWxtbVHTr5wo1TkIIYRIz/jx4/HgwQOcPXu2Us+hoqIi9O3bF8bGxnXmApGBgQHCw8MFTfE+lZycjD59+iAzM1PKmZGGjAYWhEjBr7/+igMHDqBVq1bw8vLCqFGj0KRJE1mnRQgh5As9evQI7du3h5KSEiZPnoy2bdsCKO9iHRAQgKKiIsTGxqJVq1YyzrRco0aNcPv2bZiYmFS5/8GDB7C2tkZhYaGUMyMNGa2xIEQKAgICkJ2djblz5+LEiRPQ19fHsGHDcPr06RrvYBBCCKkbWrZsiStXrsDCwgLz58+Hm5sb3NzcsHDhQlhYWODSpUt1ZlABAN988w1u3bpV7f6bN29CT09PihmRrwHdsSBEBjIyMhAYGIjg4GAUFxfj7t27UFVVlXVahBBCvsCrV6+QkpICADAxMamTd6CnTp2K8+fPIzY2Fo0aNRLaV1hYiI4dO8LR0bFOlcYl9R8NLAiRgczMTAQGBiIwMBAfPnxAcnIyDSwIIYRITE5ODuzs7CAnJ4cpU6bAzMwMPB4PSUlJ2LJlC0pLS3Hjxo1KPTkIEQcNLAiRkqKiIhw5cgR79uxBdHQ0+vfvD09PTzg7O4PPp1mJhBBCJCsjIwOTJk0SmnbL4/HQt29fBAQEwNDQULYJkgaHBhaESMHHi7c9PT0xatQoNG3aVNZpEUII+Qq8evUKDx48AGMMpqam0NLSknVKpIGigQUhUsDn89GqVSvY2tqCx+NVe9yRI0ekmBUhhBBCiORQgzxCpGDMmDE1DigIIYQQQuo7umNBCCGEEEIIERutGCWEEEIIIYSIjQYWhBBCCCGEELHRwIIQQgghhBAiNhpYEEIIIYQQQsRGAwtCCCGEEEKI2GhgQQghhBBCCBEbDSwIIYRIzbhx48Dj8bB69Wqh7ceOHauy14uZmRkUFRXx+PHjSvt69OhRZSwA6NevH3g8HpYuXVrp+E8fv/zyi/hvjBBCCA0sCCGESFejRo2wZs0avHr1qsbjoqOj8f79ewwdOhSBgYFVHqOvr4+9e/cKbXvy5AkiIyOhp6dX6fgJEyYgOztb6LF27VrO74UQQsj/oYEFIYQQqerVqxd0dXXxxx9/1Hjc7t274e7ujtGjR2PPnj2oqp9r//798fLlS1y6dEmwLTAwEH369EGzZs0qHa+iogJdXV2hh7q6uvhvihBCCA0sCCGESJecnBxWrVqFzZs349GjR1Ue8/btWxw8eBCjRo1C7969kZ+fj/Pnz1c6TlFRER4eHkJ3LQIDA+Hl5VVb6RNCCKkGDSwIIYRI3Q8//IB27dphyZIlVe4/cOAATE1NYWlpCTk5OYwYMQK7d++u8tjx48cjLCwM+fn5uHDhAl6/fg1XV9cqjw0ICICqqqrQIygoSGLvixBCvmbysk6AEELI12nNmjVwcnLCrFmzKu3bvXs3Ro0aJXg+atQodOvWDXl5edDU1BQ61sbGBqampjh06BDOnTuH0aNHQ0FBocrX9PDwwMKFC4W2VTVlihBCiOhoYEEIIUQmunXrhr59+2LBggUYN26cYPvdu3dx7do1xMbGYu7cuYLtpaWlCAkJwaRJkyrF8vLywpYtW3D37l3ExMRU+5oaGhowMTGR6PsghBBSjqZCEUIIkZnVq1fjxIkTuHz5smDb7t270a1bNyQmJiIhIUHw8Pb2rnY6lLu7O27dugUrKytYWFhIK31CCCEfoTsWhBBCZMba2hoeHh7YvHkzAKC4uBj79u3D8uXLYWVlJXTsTz/9hLVr1yIxMRHffvut0D4tLS1kZ2dXOwWqQkFBAZ4+fSq0TUlJCVpaWhJ4N4QQ8nWjOxaEEEJkasWKFYJSssePH8fLly/xww8/VDrO1NQU1tbW1d610NTUROPGjWt8rZ07d0JPT0/oMXLkSPHfBCGEEPBYVYXBCSGEEEIIIUQEdMeCEEIIIYQQIjYaWBBCCCGEEELERgMLQgghhBBCiNhoYEEIIYQQQggRGw0sCCGEEEIIIWKjgQUhhBBCCCFEbDSwIIQQQgghhIiNBhaEEEIIIYQQsdHAghBCCCGEECI2GlgQQgghhBBCxEYDC0IIIYQQQojYaGBBCCGEEEIIEdv/A7+buaYw7Ux5AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = pen(gdf, col, name)" ] }, { "cell_type": "markdown", "id": "c97d9d12-24a7-473e-b708-c765412bbd72", "metadata": {}, "source": [ "As can be seen in this Pen's Parade for 2000, the sharp rise at the end signifies concentration of income among the highest income states, suggesting high income inequality." ] }, { "cell_type": "markdown", "id": "c403fc19-e7c2-44c5-b2ce-3b3b8d27d884", "metadata": {}, "source": [ "### Pen Parade Options" ] }, { "cell_type": "code", "execution_count": 23, "id": "544a9020-d8ad-40ae-a93e-80ca7ebd7e8e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = pen(gdf, col, name, xticks=False)" ] }, { "cell_type": "code", "execution_count": 24, "id": "e51eeab1-ebdc-4c53-a0f2-5d2ad8b39cc2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = pen(gdf, col, name, ascending=False)" ] }, { "cell_type": "markdown", "id": "cbeff046-369b-4766-87ae-6b736db656fa", "metadata": {}, "source": [ "## Weighted Pen's Parade\n", "\n", "Weighting the Pengram by population size provides a more nuanced understanding of inequality. Without weighting, each state’s income distribution may obscure the fact that some regions have larger populations, which can distort how we perceive inequality on a per-person basis." ] }, { "cell_type": "code", "execution_count": 25, "id": "fd7973a7-3a84-438a-89c7-f642d7eeda33", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wp = pen(gdf, col, name, weight=weight, figsize=figsize)" ] }, { "cell_type": "markdown", "id": "e3241865-bff9-4775-b8b6-ce9324b72f70", "metadata": {}, "source": [ "The weighted Pen's Parade introduces complexity but has some inherent limitations. A key drawback is that it assumes no inequality exists among individuals within each state, as everyone is assigned the same income level. Consequently, this leads to the assumption that in comparing two states with different per capita incomes, the poorest individuals in the wealthier state would still be wealthier than the richest individuals in the poorer state. This assumption conflicts with real-world data ([Rey, 2024](https://github.com/sjsrey/spatial_inequality?tab=readme-ov-file))." ] }, { "cell_type": "markdown", "id": "9ba7b96c-c7e1-45d4-9047-8feef02e498e", "metadata": {}, "source": [ "## Pengram\n", "\n", "While the Pen's Parade effectively shows where individual states fall within the overall income distribution, it overlooks the geographic dimension of income inequality. The **Pengram** addresses this by extending the Pen's Parade to incorporate a spatial component, combining the income distribution with a choropleth map. This dual approach allows us to visualize not only the statistical distribution of incomes but also how these incomes are geographically distributed across different regions. By blending both perspectives, the Pengram provides a more comprehensive view of inequality, linking spatial and statistical elements in a single visualization." ] }, { "cell_type": "code", "execution_count": 26, "id": "bb91fb4f-dc02-45ff-bf34-88dd67fa7987", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pengram(gdf, col, name, figsize=figsize);" ] }, { "cell_type": "markdown", "id": "72a006b3-abc6-48ae-b15e-ad57afe08412", "metadata": {}, "source": [ "By using a Pengram, we can identify regions that may be economically lagging and those where income is concentrated. \n", "we can observe that wealthier regions are primarily concentrated in the northern and central states, while southern states have significantly lower income levels, which suggests regional economic disparity.\n", "\n", "This dual analysis of statistical and spatial distribution allows policymakers and researchers to target interventions more effectively." ] }, { "cell_type": "code", "execution_count": 27, "id": "5f8b42f7-ea46-4743-ba9b-6b0defee9ff4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pengram(gdf, col, name, figsize=figsize, leg_pos=\"lower left\");" ] }, { "cell_type": "code", "execution_count": 28, "id": "7f674a6e-54c8-4855-9074-397bae208c51", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pengram(gdf, col, name, figsize=figsize, leg_pos=\"lower left\", scheme=\"FisherJenks\");" ] }, { "cell_type": "code", "execution_count": 29, "id": "90dbbadc-f9d6-4290-bc6b-3f6505a2b804", "metadata": {}, "outputs": [ { "data": { "image/png": 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gYIjFYvj6+jbq54CIiBqHzhaapKWlSM7Pe1wkKixUzTT636wj9RlIJU9t40qAnamZ0BGIiIiIqAKLFy/G6NGj4ebmhrS0NHz22WfIzc3FtGnTIBKJsHDhQqxYsQKtW7dG69atsWLFCpiamiIg4PEmLxKJBDNmzMC7774LW1tb2NjYYPHixfDx8VHtQteuXTsMGzYMM2fOxIYNGwAAs2bNwqhRo+Dl9XhH4iFDhqB9+/aYOnUqvvrqK2RmZmLx4sWYOXMmd5wjImqidLbQ9M+DWMw9ckDoGFrL3oyFJiIiIiJNlZCQgJdffhnp6elo1qwZevbsifDwcLi7uwMAlixZgqKiIsydOxdZWVno0aMHgoODYWFhoTrH2rVrYWBggIkTJ6KoqAgDBw7Eli1boK+vrxqzY8cOLFiwQLU73ZgxY7B+/XrVcX19fRw+fBhz586Fv78/TExMEBAQgK+//rqRPhNERNTYREqlUil0CCEE3b3DQlMNeVhZoZmpGQpkMrSyscX7/n3gYG4udCwiIiIiauJyc3MhkUiQk5PDmVBERLUUf61/lWMk7vvr/PNWZ2c0iQ30qx5EKl2cnHEpOQmx2dkAgOuP0rD/Vgy87R0woIUnBnh4wtveAXrs20RERERERESks3S20NTbrQXa2zXDjfRHQkfRCrFZWeXeH52Wiui0VHx34RyamZqhfwsPDPDwhL+rO8yMjBo5JREREREREREJSWcLTQZ6evhswGC8+MdO6OTawRpwl1jhYU52leMeFRbgjxvR+ONGNIz09NHTxRUDPB7PdnKxlDR8UCIiIiIiIiISlM4WmgCgk6MTJnt3wK7oq0JH0WgOZmbVKjQ9rUQhx6m4BzgV9wDLQ0+gja2daoldZ0cn6OvpNUxYIiIiIiIiIhKMTheaAOC9Xs8j+N4dZBQVCR1FI9kYmyAmPb3O57mdkY7bGen4KfICrIyN0c/98RK7Pu4tYCk2roekRERERERERCQ0nS80WRmb4P3n++K9kCCho2ik5paWuJaWWq/nzC4uxr5bMdh3Kwb6IhG6Obuolth5WFlDxIbiRERERERERFpJ5wtNADC+bXuUyOX48sxp5EiLhY6jMbo6OeNiclKDXkOuVCI8MR7hifFYERYKd4mVqujUzdkFRvrcHZCIiIiIiIhIW4iUSiV7Yf8rvbAQq86cwu6Y60JHEZyZoSEAoEAmEyyDuZER+ri1wAAPT/R194CtqalgWYiIiIhIOLm5uZBIJMjJyYGlpaXQcYiItFL8tf5VjpG476/zz1sWmspxITEBr+3fjaLSUqGjCMrR3Bwp+flCxwAAiAB0dnRCf4+WGODhiba2dlxiR0RERKQjWGgiIqq7xio0celcObo3d0H35q4IfRgrdBRBuUusNKbQpARwKSUZl1KSsfpcGJzMLVRL7PxcXGFsYCh0RCIiIiIiIiKdx0JTBfxd3XS+0JSQmyt0hAol5+dhx7Ur2HHtCowNDODv6oYBHi3Rv4UHHM0thI5HREREREREpJNYaKpAL1c3oSMILjEvFx5W1ojNzhI6SqWKS0txPPY+jsfeBwB4N7NHfw9PDPBoCR97B+hxiR0RERERERFRo2ChqQJt7ZrBxtgEmcVFQkcRlDbu+hb9KA3Rj9Kw7kI47ExN0b/F4yV2/q7uMDcyEjoeERERERERUZPFQlMF9EQi9HRxxZG7t4WOIqgcabHQEeokvbAQf96Ixp83omGkp48eLi6Pezu1aAlXiUToeERERERERERNCgtNlfB3c9f5QlNGYdOZ0VWikON03EOcjnuIj0P/QWsb28dL7Fp4oouTMwz09ISOSERERERERKTVWGiqRC8X3e7TZCkWI1cqFTpGg7mTmYE7mRn4OTICVsbGGOjREoM9W6K3WwuYGHIXOyIiIiIiIqKaYqGpEm4SCcZ4tcXFpEQk5eUJHafRWRubNOlC09Oyi4uxO+Y6dsdch7GBAXq7uWOwZysM8PCEjYmp0PGIiIiIiIiItAILTZUQiUT4ZuhIAMCRO7cw7+ghgRM1LnND3WycXVxaipD79xBy/x70RCJ0c26OwZ6tMNizFfs6EREREREREVWChaZqGt6qDfxd3XAmPk7oKI1mjFc76Ovr4WpqitBRBKNQKnE+MQHnExPw2emTaGfXDIM9W2FIy1ZoZ9cMIpFI6IhEREREREREGkOkVCqVQofQFnE52XgvJAgRSYlCR2kUvVzd8MHzfXEz/RHWhJ/RyeWDlWluYYnBLVthiGcrdHVuzmbiRERERA0kNzcXEokEOTk5sLS0FDoOEZFWir/Wv8oxEvf9df55y0JTDSmVSpyIvY8vz57GncwMoeM0CrG+AdYNH4XbGen46eIF5MtKhI6kcdhMnIiIiKjhsNBERFR3LDRpuFKFArtjruOb8LNILcgXOk6DMzM0xB8TJsPOzAzfnj+HwOirUPBLp1xsJk5ERERUv1hoIiKqOxaatMTWK5fwceg/QsdoFI5m5tg9MQBOFha4nZGOlWGnEPowVuhYGo3NxImIiIjqjoUmIqK6Y6FJS7wddBgHb98UOkajcTK3wPNu7njZuwM6OTrh9MMHWBEWilsZ6UJH0wpsJk4NRaFUIjn/cR+1J19Von//9uTLrKLbePb4k8dX8bj/ffk++3X8+L+Vp/93UeJ/N57cX/595T/myV8N9PRgbWICIiLSLSw0ERHVXWMVmrjrXB1dTkkSOkKjSs7Pw583olFcWopvh41Eb/cWOOTqhj03b+BqagpypVLkSqXIKCxA9KM0oeNqnJj0R4hJf4TvLpxjM3GqV3lSKXr/ulHoGI3Cu5k9RrT2wojWbeAmsRI6DhERERERPYWvbGsovbAQ7wYfxUf/HMOac2eQkJsrdCRBnHr4AHKFAgCgr6eHl9p749P+g/DtsJH4dex4HHh5KjaPeQGullwqVpHEvFxsibqEgD1/oPumH/FeSBCC791BkUwmdDTSQrJ/vx91QfSjNHx59jT6bd2MsYHbsSHyAr9viIiqsHLlSohEIixcuFB1n1KpxPLly+Hs7AwTExP069cP169fV3ucVCrF/PnzYWdnBzMzM4wZMwYJCQlqY7KysjB16lRIJBJIJBJMnToV2dnZamPi4uIwevRomJmZwc7ODgsWLEBJCTeYISJqilhoqiE7U1NMes4He2KuY31EuNBxBJMjLcbllORKx/Rv4YmgKdPwZtfunK1TheziYuyOuY45hw/Ad+MPmH1oH/66EY3MokKho5GWkOtQoelp19JSserMaawJPyN0FCIijRUREYGff/4ZHTp0ULv/yy+/xJo1a7B+/XpERETA0dERgwcPRl5enmrMwoULsXfvXgQGBiIsLAz5+fkYNWoU5HK5akxAQACioqIQFBSEoKAgREVFYerUqarjcrkcI0eOREFBAcLCwhAYGIjdu3fj3XffbfgnT0REjY49mmrpTPxDzDiwFyVP/Sera+Z27YHFvZ6v1tjbGen46J9jiEhKbOBUTQubiVN1Jebl6szSufKIAPw+YTK6OjcXOgoRkUbJz89Hly5d8MMPP+Czzz5Dp06d8M0330CpVMLZ2RkLFy7E//3f/wF4PHvJwcEBq1atwuzZs5GTk4NmzZph27ZtmDRpEgAgKSkJrq6uOHLkCIYOHYqYmBi0b98e4eHh6NGjBwAgPDwcfn5+uHnzJry8vHD06FGMGjUK8fHxcHZ2BgAEBgZi+vTpSEtLq1YPEPZoIiKqu8bq0cRpJrXk7+qOuV17CB1DUDXZca6NrR0CX5yEVYOGwtrYuNbXdNexfiwKpRLnExPw2emT6Lt1E0bu/A3fhJ/FjUdpYI2YnqarM5qeUAJYcuxvFJdyCR0R0dPeeustjBw5EoMGDVK7PzY2FikpKRgyZIjqPrFYjL59++Ls2bMAgMjISMhkMrUxzs7O8Pb2Vo05d+4cJBKJqsgEAD179oREIlEb4+3trSoyAcDQoUMhlUoRGRlZbm6pVIrc3Fy1DyIi0g4sNNWBri8H69fCo0bjRSIRXmrvjZCpr2FC++dqfD1DPT3M696zxo9rSp40Eh+1axv6bNmET079g/CEeJTqeJGBwK8BAA+ys7D6HJfQERE9ERgYiEuXLmHlypVljqWkpAAAHBwc1O53cHBQHUtJSYGRkRGsra0rHWNvb1/m/Pb29mpjnr2OtbU1jIyMVGOetXLlSlXPJ4lEAldX1+o8ZSIi0gDcda4OCnW4+ayrpQRvdavdjC4bE1N8OWgYJrTzxocnQnA3K7Naj+vg4IhhLVvDXWIFV0sJrqQmY+Oli4hM1q2d/5540kx8S9QlWBkbY6BHSwz2bInebi1gYmgodDxqZCw0PfbL5UgMa9Uavk5cQkdEui0+Ph5vv/02goODYVzJbHKRSKR2W6lUlrnvWc+OKW98bcY8benSpVi0aJHqdm5uLotNRERaQren5NRBYPRVbLp0UegYgvlv3wEwNqhbMaN7cxccCngVi/2eh1i/6ppnWkEBQu7fRVfn5nAwN8eQlq3x50sv46+XXsbQlq1R+a9ETRubiZOuL517QglgSQiX0BERRUZGIi0tDb6+vjAwMICBgQFCQ0Px3XffwcDAQDXD6NkZRWlpaapjjo6OKCkpQVZWVqVjUlNTy1z/0aNHamOevU5WVhZkMlmZmU5PiMViWFpaqn0QEZF2YKGplizFYsiVuvnCbohnKwzw8KyXcxnp62Nutx74+5Vp6OveotKxYn39cpfrdXFyxo8jx+D4q6/jFZ+OMDbQ7Yl6xaWlCLl/D0uO/Y3um37Cy7t/xy+XIxGfkyN0NGpAMhaaVGKzs7CGS+iISMcNHDgQ165dQ1RUlOqja9eumDJlCqKiouDp6QlHR0eEhISoHlNSUoLQ0FD06tULAODr6wtDQ0O1McnJyYiOjlaN8fPzQ05ODi5cuKAac/78eeTk5KiNiY6ORnLy/3YsDg4Ohlgshq+vb4N+HoiIqPFx17k6OHj7Jt75+wgUOvYp/GLgEEx8zqfez6tUKnH07m38cT0ajwoL8KiwABmFhTAzNMIkbx/M6tINzczMqjxPZlEhdly7gq1Rl5FZXFTvObVZO7tmGOzZCkNatkI7u2ZVTo0n7XE5OQkv/rlL6BgaQwTgj5cmcwkdEWmdgoIC7Ny5E2fPnkVKSgpEIhEcHBzg7++Pl19+GWbV+F2oIv369VPtOgcAq1atwsqVK/Hrr7+idevWWLFiBU6ePIlbt27BwsICAPDmm2/i0KFD2LJlC2xsbLB48WJkZGQgMjIS+vr6AIDhw4cjKSkJGzZsAADMmjUL7u7uOHjwIABALpejU6dOcHBwwFdffYXMzExMnz4d48aNw7p166qVnbvOERHVXWPtOqfbUz/qaHSbtlAolXgvJEin+qPYmpg2yHlFIhFGtPbCiNZeqvtKFQrIFQqIazBLycbEFPO7+0EiNsby0BMNEVVrxaQ/UjUUb25hicEtW2GwR0t0a+6i883ttV2pjs6wrIgSwHshf+O7YSPhbV/+sgwiIk1z48YNDB48GIWFhejbty/c3NygVCqRlpaG9957D8uXL0dwcDDat29fL9dbsmQJioqKMHfuXGRlZaFHjx4IDg5WFZkAYO3atTAwMMDEiRNRVFSEgQMHYsuWLaoiEwDs2LEDCxYsUO1ON2bMGKxfv151XF9fH4cPH8bcuXPh7+8PExMTBAQE4Ouvv66X50FEpMuqUzxy9fmnEZL8D2c01YPkvDxsuXIJu65dRb6sROg4DW73Sy+js5Nz1QMFdiExAZN3/y50DK1gZWyMAS08MbhlK/R2awFTNhPXOufi4zBl759Cx9BI3s3sMfE5H4zxagdLsVjoOEREFerfvz8cHR2xdetWGBkZqR0rKSnB9OnTkZycjH/+adwXDJqAM5qIiMpXk0ITZzRpEScLCyx9vi/e6tYTq8+FYdvVKKEjNShrExOhI1RLW7tmQkfQGtnFxdhz8wb23LwBsb4B+ri7Y1jLNhjg4QlJJTvVkObgjKaKRT9KQ/TJ41gZFooRrb0w6Tkf+Do5c+koEWmc8+fP4+LFi2WKTABgZGSEDz74AN27dxcgGRERUfWx0FSPLMVi/KdPf9zJyEB4YrzQcRqMTQMtnatvlmIxXC0liM9lE+yakMofNxMPuX8PBnp66OXihqGtWmOwZyvYmWrHv70ukis4ObUqRaWl2B1zHbtjrqOVtQ3e7tELI9t4Vf1AIqJGYm1tjTt37lS4NO7u3buwtrZu5FREREQ1w6Ys9UxfTw/fDBvRYH2MhGaopweLct5l00RKpRKtbWyFjqHVShUKnIp7gGUnQtBz80+Y/Nfv2BJ1CUl5uUJHo2fIdahPXH24m5WJ+UGHsCv6qtBRiIhUZs6ciWnTpuHrr7/GlStXkJKSgtTUVFy5cgVff/01Xn/9dcyePVvomERERJXijKYGYG9mjjVDh2P6vt1oanMMbExMtWa5SXFpKSY+5w0Hc3OEPoxFUl6e0JG0mkKpxIWkBFxISsAnp/5BRwdH9HFvASN9A+Dfr3SlElBCqfYn8Pjv5R1Xu+/fG0o8LhIqqzz275///h3//qlQ3f/U9cs85qkMT2V6+rEo57mon1f9mOKZ+yuihBIWYjHypNIqP+c16aCXxR0Wa2XZiRDI5HK82rGz0FGIiLB8+XKYmJhgzZo1WLJkiep3LqVSCUdHR7z//vtYsmSJwCmJiIgqx2bgDWj1uTB8H3Fe6Bj1qq1dMxwJeFXoGDWmVCpxLysTJx/E4tTDB7iQmIAShVzoWKSD2tra4WZGutAx6BnLevfDjM6+QscgIlKJjY1FSkoKAMDR0REeHh4CJxIWm4ETEZWPzcB1zNs9euFCYgIikhKFjlJvbLSkEfizRCIRWtnYopWNLd7o0hWFMhnCE+IR+jAWoQ9iEfdvH6c+bi0wonUbLA89geLSUoFTU1NkzB39NNLnp0+iRF6KN7v2EDoKEREAwMPDQ+eLS0REpJ1YaGpABnp6+HbYSIzauQ2ZTWRZi7YWmp5lamiIAR6eGODhCQCIzc7CqYexuJaaCnszc+waPxFvHNyHjKJCgZNSU9LM1AxXU5KFjkEV+OpsGGRyBRb08BM6ChHpsISEBPz44484e/YsUlJSIBKJ4ODggF69emHOnDlwdXUVOiIREVGlWGhqYI7mFvhqyDDMOLBX6Cj1wsa4aRSanuVhZQ0PK/VdXPZMDMBbRw7g9c6+yC8pwX9OHhcoHTUVntbWeFRYIHQMqsQ358+iVKHAOz17aU0/OiJqOsLCwjB8+HC4urpiyJAhGDJkCJRKJdLS0rBv3z6sW7cOR48ehb+/v9BRiYioAdVkOZwmYqGpEfRz90BzC0skNoGdumya6G565XGVSLB9/Et4VFCAlja2KCqVYWXYKaFjkRYrkj1ejulgZg47E1NcT08TOBGVZ31EOErkpfg//z4sNhFRo3rnnXfwxhtvYO3atRUeX7hwISIiIho5GRERUfXpCR1AF4hEIvRxbyF0jHohMRYLHaFRWYqN0dLGFgAws0s3WBsbC5yItNnVtBR0dW4OU0NDmImNhI5Dlfj50kW8eeQA7mRkCB2FiHRIdHQ05syZU+Hx2bNnIzo6uhETERER1RwLTY2kn3vTaOa469pVSHW0SXautBhZxcVCxyAtdzEpEbHZWeCGn5ov+N5dDNuxBQv/Poz7WZlCxyEiHeDk5ISzZ89WePzcuXNwcnJqxEREREQ1x6VzjcTP1Q2GenqQKRRCR6mT25kZWHchHIt7PS90lEYXm50tdARqQkrkcqEjUDUoARy4dROHbt/COK92mNe9J1o808+NiKi+LF68GHPmzEFkZCQGDx4MBwcHiEQipKSkICQkBJs2bcI333wjdEwiIqJKsdDUSEwMDGCor6/1hSYA2BB5AUNatkIHB0ehozQKuUIBfT09xGZlCR2FmpACWYnQEagGFEol9ty8gf23YvDbuAnwc3UTOhIRNUFz586Fra0t1q5diw0bNkD+75sS+vr68PX1xW+//YaJEycKnJKIiKhyLDQ1ktuZGSiUyYSOUS/kSiX+eXBfZwpNV1JT4CqRIDabS2eo/mQXcRmmNpIrlVgRFor9k1+BHhuFE1EDmDRpEiZNmgSZTIb09HQAgJ2dHQwNDQVORkREVD3s0dRIrqQkCx2hXrW1ayZ0hEbTzq4Zlh0Pwb1MFpqo/mQUFfIHsJa6/igN+2/GCB2DiJo4Q0NDODk5wcnJiUUmIiLSKnyd00iimlih6XxCPApKdGPpj4mhIcQG+gi6d0foKNSEKAHYmpoJHYNq6fPTJ3E89p7QMYioCYqIiMCUKVPg4eEBExMTmJqawsPDA1OmTMHFixeFjkdERFQlFpoayfweflgzZDhGt2krdJR6seXKZQzc9gt2x1yHQgd2zxreyksnnic1LhsTY6EjUC1lFhdh5sF9WPT3EWQXFwkdh4iaiH379sHf3x+ZmZl4++238csvv2DTpk14++23kZWVBX9/f+zfv1/omERERJVij6ZG0tzCEs3btsdYr3ZQKBU4fOe20JHqLK2gAO+FBOG3K5fxxcAhaNfMXuhIDUau1P4m7qR5TA2NhI5AdbTvVgzC4h/ik36DMKxVa6HjEJGW+/DDD/HJJ5/g/fffL3Ns4cKFWLVqFT744AOMHTtWgHRERFRXnT5bXunxqA8rP64tOKOpkYlEIqwcOBQtrW2EjlJvrqWl4shd7S+cVeZ03AOhI1ATZKinL3QEqgfphYWYe+QA3gsJEjoKEWm5u3fvYvz48RUeHzduHO7d47JdIiLSbCw0CcDcyAi7JwZgWsfOaCp7FhXJSoWO0GCUSiXOxD0UOgYRabjdMddxOyNd6BhEpMVatmyJffv2VXh8//798PT0bLxAREREtcClcwKxFIvx374D8ELb9vjwRAiiH6UJHalOikplQkdoMPeyMpGcny90DGqCSuRNt0Crq5YeD8b/+fdBN+fmEIlEUCqVEImaylsKRNTQPvnkE0yePBmhoaEYMmQIHBwcIBKJkJKSgpCQEAQHByMwMFDomERERJVioUlgHRwcsXfSFGy/FoXVZ88gX6adO7kVyppuoelScpLQEaiJKmjC3ze66nJKMibv/h2+Ts4wNxLD39UNUzt0wt3MDDxn7yB0PCLScC+++CJOnTqFb7/9FmvWrEFKSgoAwNHREX5+fggNDYWfn5/AKYmIiCrHQpMG0NfTw7SOXeBiKcHMg/uEjlMrTXlGUwcHR6EjUBOVXVwsdARqIJH/FqhPPYzFt+fPokAmw2udumDp831hoMdV60RUMT8/PxaTiIhIq/G3XQ1ibWwidIRaK2rCMzO8bO3gaikROgY1QRlFhU2mTxuVT4n/zVz7NeoSpu3bjayiImFDERERERE1IBaaNIiZkfZudV5U2nR7zYhEIgzybCl0DGqCFEol7ExMhY5BjehcQhzG/r4dMemPhI5CRBrqypUr+Oyzz/DDDz8gPV19g4Hc3Fy8/vrrAiUjIiKqHhaaNIi5oRYXmprwjCYAGN2mrdARqImyNtHemYxUOwm5uZjwx04cvn0LSqVS6DhEpEGCg4PRvXt3BAYGYtWqVWjXrh3++ecf1fGioiJs3bq1Wuf68ccf0aFDB1haWsLS0hJ+fn44evSo6rhSqcTy5cvh7OwMExMT9OvXD9evX1c7h1Qqxfz582FnZwczMzOMGTMGCQkJamOysrIwdepUSCQSSCQSTJ06FdnZ2Wpj4uLiMHr0aJiZmcHOzg4LFixASYl29iUlIqKqsdCkQcyMDIWOUGtNuRk4AHRydMK8bj2FjkFNkKkWz2Sk2isqLcX8oEPw+v4bdPn5e9zJyBA6EhFpgOXLl2Px4sWIjo7GgwcPsGTJEowZMwZBQUE1PpeLiwu++OILXLx4ERcvXsSAAQMwduxYVTHpyy+/xJo1a7B+/XpERETA0dERgwcPRl5enuocCxcuxN69exEYGIiwsDDk5+dj1KhRkMvlqjEBAQGIiopCUFAQgoKCEBUVhalTp6qOy+VyjBw5EgUFBQgLC0NgYCB2796Nd999tw6fKSIi0mRsBq5BTLV4RlNqQT4KSkq0evlfVd7u4YerqSk4FfdA6CjUhBjq6QsdgQRUqlAgu7gYh+7cxDu2/kLHISKBXb9+Hdu2bQPweOn+e++9BxcXF0yYMAG7du1C9+7dq32u0aNHq93+/PPP8eOPPyI8PBzt27fHN998g2XLlmH8+PEAgK1bt8LBwQE7d+7E7NmzkZOTg82bN2Pbtm0YNGgQAGD79u1wdXXFsWPHMHToUMTExCAoKAjh4eHo0aMHAGDjxo3w8/PDrVu34OXlheDgYNy4cQPx8fFwdnYGAKxevRrTp0/H559/DktLyzp/3oiIhNTps+WVHo/6sPLjTRFnNGkQI319GGnpi85CmQz7bsUIHaNB6evpYe3QEXDhL0RUj+5mpsOdzeZ13roL4XgvJKjJzw4losqJxeIyy85efvllbN68GZMnT8bevXtrdV65XI7AwEAUFBTAz88PsbGxSElJwZAhQ9Su3bdvX5w9exYAEBkZCZlMpjbG2dkZ3t7eqjHnzp2DRCJRFZkAoGfPnpBIJGpjvL29VUUmABg6dCikUikiIyNr9XyIiEizsdCkYbR5+dy2K5ebfL8RaxMT/DBiDMT6nAxI9SOruBg5JVK4sdik83bHXMeYwG2IeZQmdBQiEkinTp3UejI9MWnSJGzatAkLFiyo0fmuXbsGc3NziMVizJkzB3v37kX79u2RkpICAHBwcFAb7+DgoDqWkpICIyMjWFtbVzrG3t6+zHXt7e3Vxjx7HWtraxgZGanGlEcqlSI3N1ftg4iItANfLWsYMyMjZBUXCx2jVm5nZuBcQjx6uboJHaVBeds74NP+A7Hk2N9CR6EmIru4GK1sbBGXmyN0FBLY/awszD68H6emzxQ6ChEJ4M0338SpU6fKPfbyyy8DAH7++edqn8/LywtRUVHIzs7G7t27MW3aNISGhqqOi0QitfFKpbLMfc96dkx542sz5lkrV67Exx9/XGkWIqKGUtVyOEA3l8RVF2c0aRgzLe7TBAC/XbksdIRGMaG9NwJ8Ogodg5qQrKIioSOQhkjIzUV6YaHQMYhIAC+88ALWrl1b4fGXX3653BlPFTEyMkKrVq3QtWtXrFy5Eh07dsS3334LR0dHACgzoygtLU01+8jR0RElJSXIysqqdExqamqZ6z569EhtzLPXycrKgkwmKzPT6WlLly5FTk6O6iM+Pr7az5uIiITFQpOGMf+3mbaxgXZONjsWew+JOjK1+aPe/dDJwUnoGNREPMzJhqGIP5LpsaupFS8nIaKm7c8//8SUKVMwceLEGs1eqg6lUgmpVAoPDw84OjoiJCREdaykpAShoaHo1asXAMDX1xeGhoZqY5KTkxEdHa0a4+fnh5ycHFy4cEE15vz588jJyVEbEx0djeTkZNWY4OBgiMVi+Pr6VphVLBbD0tJS7YOIiLQDX9VoGFPDxz2aejR3QUcHR4HT1JxCqURaQb7QMRqF2MAA348YDVsTU6GjUBNQqlDA3dpK6BikIa6kJlc9iIianJ9//hmTJk3CxYsXcevWLbz55ptYunRprc71wQcf4PTp03jw4AGuXbuGZcuW4eTJk5gyZQpEIhEWLlyIFStWYO/evYiOjsb06dNhamqKgIAAAIBEIsGMGTPw7rvv4vjx47h8+TJeeeUV+Pj4qHaha9euHYYNG4aZM2ciPDwc4eHhmDlzJkaNGgUvLy8AwJAhQ9C+fXtMnToVly9fxvHjx7F48WLMnDmTxSMioiaKhSYN4yqxwqjWXvBzccPnAwYLHadWmuvQLw1OFhZYN3wU9KroZ0BUHdbGJkJHIA3BGU1EumndunVYtmwZbt26hStXrmDz5s1Yv359rc6VmpqKqVOnwsvLCwMHDsT58+cRFBSEwYMf/365ZMkSLFy4EHPnzkXXrl2RmJiI4OBgWFhYqM6xdu1ajBs3DhMnToS/vz9MTU1x8OBB6Ov/b5fkHTt2wMfHB0OGDMGQIUPQoUMHbNu2TXVcX18fhw8fhrGxMfz9/TFx4kSMGzcOX3/9dS0/S0REpOm0c31WE/Z2Dz+ciYvDYM+WmPDnLqHj1JiRvj7sTM2EjtGoerq4okdzV5xLiBM6Cmk5RRPftZGq70pqSrWa8hJR03L//n289tprqttTp07FrFmzkJKSouqrVF2bN2+u9LhIJMLy5cuxfPnyCscYGxtj3bp1WLduXYVjbGxssH379kqv5ebmhkOHDlU6hoioobHBd+PhjCYN08zUDL5OzjDS18cPI8fg1zHjsbzvAHjZ2gkdrVqcLSx1cnbPsFathY5ATQAbQNMT2cXFeDf4KCKTE4WOQkSNqKioCObm5qrb+vr6EIvFKOT/D0REpEU4o0kDuUokAAAPK2t4WFkDAAZ4eGJs4HZkFRcLGa1KzZ+abq1LhrZsheUnj4PzUagu4nNzYKyvj2K5XOgopAH23YqBjYkpfJ2aCx2FiBrRpk2b1IpNpaWl2LJlC+zs/vem44IFC4SIRkREVC0sNGkJF0sJlvj3wdLjwUJHqVRzC93pz/Q0pRIsMlGdKZRKuFtZ41ZGutBRSENsvxaF3m7u6NvCQ+goRNQI3NzcsHHjRrX7HB0d1XoeiUQiFpqIiP7F5XCaiYUmLdLF0VnoCFXSpUbgTzsd90DoCNRESMTGQkcgDVIil2P24f34edQ49HFvIXQcImpgDx48EDoCERFRnbFHkxbxtLaGsYFm1wZdLCRCRxBEb7cW+Oull+HdzF7oKKTlZAoumyN1JXI5Zh3ah9MPHwgdhYiIiIioSiw0aRF9PT20s2smdIxK6eqMJgdzc3RxcsYvY1+Eu8RK6DikxdIKCoSOQBrocbFpP66mpggdhYgamEKhwC+//IJRo0bB29sbPj4+GDNmDH777TcouTspERFpARaatMxzGj5jRld7ND1hZ2qK38ZNgJG+vtBRSEsl5uXC3NBI6BikgaTyUvx5I1roGETUgJRKJcaMGYM33ngDiYmJ8PHxwXPPPYeHDx9i+vTpeOGFF4SOSEREVCUWmrSMpheazsQ/FDqC4FwlElgbmwgdg7SYm5WV0BFIQx27fw8KzmggarK2bNmCU6dO4fjx47h8+TJ27dqFwMBAXLlyBceOHcOJEyfw22+/CR2TiIioUprd8IfKeM7eQegIlfrqbBiGt2oDC7FY6CiCMjE0FDoCaTFzfv1QBVIL8nEr/RHaafibDkRUO7t27cIHH3yA/v37lzk2YMAAvP/++9ixYwdeffVVAdIREdVeTXaH405y2o8zmrRMaxtbGOhp7j9bRlEh1keECx1DcKYa3rSdNJtUzobgVDFHcwuhIxBRA7l69SqGDRtW4fHhw4fjypUrjZiIiIio5jS3YkHlMtLXh1jD+/9sibqE+1mZQscQlKkRe+xQ7SXn5wkdgTRUaxtbWJtwaS5RU5WZmQkHh4pnrzs4OCArK6sRExEREdUcC01aJjk/DwUymdAxKiVTKLDidKjQMQRlasClT1R7aQUFsDY2FjoGaaCuzs2FjkBEDUgul8OgklnR+vr6KC0tbcRERERENcf1PVrmTkaG0BGq5cSD+wh9EIu+LTyEjiIIU/bYoTpysZQgq7hY6BikYeQKhdARiKgBKZVKTJ8+HeIKel1KpdJGTkRERFRzLDRpmTuZ2lFoAoDPTp9Et+YuOll00cXnTPXLhH2+qByx2VwyQ9SUTZs2rcoxbARORESajq9ktMxdLSo03cvKxNDtW/Bxv4EY4OEpdJxGxUIT1RU3sKfysNBE1LT9+uuvQkcgIiKqMxaatExnRyfceJSG6EdpQkeplsS8XLxxcC+GtWyN//TtrzO7JbHQRHWlJxIJHYE0UHphIXKlUlhWsKyGiIiIqDF1+mx5pcejPqz8ODVNbAauZSZ5d8CBl6ci7LWZcLOUCB2n2oLu3cGQbVuw/1aM0FEahae1DWyMuTMU1V4pe/FQBTiriajpSk5OxrJly1S3n3/+eXTp0kX10a1bNyQmJgqYkIiIqGqc0aSlnC0s8V6v3pgfdEjoKNWWLyvB2nNnMKZNW4ia+GyNic/54KX23kjIzcVnp/9ByP17QkciLVMilwsdgTTUl2dOYfOYF2DM3S1rTalUNvn/h0g7/fDDD8jOzlbdvnLlCl5//XXY2NgAAI4ePYq1a9fi66+/FighEekCzlKiuuKMJi02onUbuGrRrCYAiMvNwd3MTKFjNAqRSARXiQQLe/oLHYW0UKFMJnQE0lDnEuIx98hBFiNrKTU/HxP/CsSUPX9id8x15JeUCB2JSOXgwYMYN26c2n1vv/02/vvf/+K///0vPv74Yxw9elSYcERERNXEQpMWE4lEsDAyEjpGjR2P1a3ZPe3smqGvewuhY5CWyS0uFjoCabCTD2Lxzt9HuMSyFmYd2ofI5CScS4jDeyFB6LHpRyz6+whOxz2AnJ9PEtiDBw/QsmVL1e3BgwfDzMxMddvLywuxsbFCRCMiIqo2Fpq0nDZO/Q+5fxcKpW7tqTWzSzehI5CWySwuEjoCabijd29jZVio0DG0Sn5JCa4/s5lGUWkp9t2KwbR9u/H8rxvxxZlTuJ2RDgAoLpXh4O2bmL5vN1adOYVCmQy5Uin+eXAfq86cwonY+1Ve806G9uwWS8IrLS1FTk6O6vaePXvg4OCgup2VlQU9Pf76TkREmo09mrScgRb+snE5JRmjdm3De72eh5+LK36OvAgHc3OM82oHsUHT/JL0c3GFt70DotNShY5CWkAiNkaOlDOaqGp/3biOJb16N9mfnbVxPysTpoaGMDYwwJdnTkNPTw8eVtbwsLJGdnFRpW90pBbk4+fICPwcGQEvWzsk5eUhr0QKADgV9wC7oq8iv6REdY6/793Fvls3kF1UjC5OzvBzcUUnRyfVv8e9zAy8dmA3tr/wEnbHXEeRrBTLevdFVnERbExMG/6TQVrHy8sLZ8+eRefOncs9fvr0abRp06aRUxEREdUMfzPVchtGjcUXYaewT8t2c7uZ/ggzDuyFuZGRqj/Gt+FnsX38S/C0thE4Xf0TiUSY3aWbVjVvJ+FYGbPQRNWTVyLFmfg4DPDwFDqKoOJysmFnaobjsffwwfFgNLeUIE8qRXJ+Xq3PeevfWU1Py5VK1W4/yM7Cg393AQyLf4jvLpyDWN8AXnZ2SC8sQHJeHpQABvz2i+oxv1+/iiX+fTC1Q6daZ6Oma/LkyfjPf/6D3r17o0OHDmrHrly5go8//hjvv/++QOmIiIiqh4UmLWdvZo41Q0dgsncHLA89gZvpj4SOVCNPN2FNKcjHq/v+wp8TXoaThYWAqRrG0Fat0cLKWvWihKgiZlrYe42Ec/TubZ0uNBWUlODl3b8jo7AIJYrHDdJvl1MkaixSeSmupqZUeLxAJkPog1gWmqhcCxcuxKFDh+Dr64vBgwfDy8sLIpEIN2/eREhICPz8/LBw4UKhYxIREVWKhaYmontzFxyY/Aq+CDuFX6IihY5Ta0l5eZi27y/8PmEyrE1MhI5Trwz09LBx1FhM3v07MorYf4cqZsxlUFQDIffvokQuh5G+vtBRBLE+IhzJ+flCx6iREw/u40JiAro3dxE6CmkYQ0NDhISEYM2aNQgMDMTJkycBAK1bt8ann36Kd955B4aGhsKGJCKt1Omz5VWOifqw6jFE1cFXM02IgZ4e/s+/Ny4kxiP6mWan2uRuViZeP7AH2194qcnN7GhpY4stY19EwJ4/VX0/iJ6ljb3XSDi5UilmH9qHb4eNhKXYWOg4jep+ViZ+uaydb66sCAvFst59YW1sAk9rG+hp4eYe1DCMjIzw/vvvc4kcEVWJxSPSVHw108QY6utj9ZAR8HNxQxdHJ4j1tbOWeCU1BW8ePgBpaanQUerdc/YO+GXsCzDhrBWqiI7tykh1F/rwAV74fSfuZ2UKHaXRKJVKLD95AjKFQugotXI1NQWT/vodQ7ZvQXFpKQqeWkpOuisrKwvr1q1Dbm5umWM5OTkVHivPypUr0a1bN1hYWMDe3h7jxo3DrVu31MYolUosX74czs7OMDExQb9+/XD9+nW1MVKpFPPnz4ednR3MzMwwZswYJCQklMk9depUSCQSSCQSTJ06FdnZ2Wpj4uLiMHr0aJiZmcHOzg4LFixACb/uiYiaJBaamqDWtrbYMf4l/DUxACFTp2NEK+3cnSQs/iHeDT6KUi19EVEZX6fm+GnUWBjp6eZSF6pcqYKFJqq52OwsjPt9B04+iBU6SqM4evcOwuIfCh2jXsTlZOPdkKNCxyANsH79epw6dQqWlpZljkkkEpw+fRrr1q2r1rlCQ0Px1ltvITw8HCEhISgtLcWQIUNQUFCgGvPll19izZo1WL9+PSIiIuDo6IjBgwcjL+9/jfQXLlyIvXv3IjAwEGFhYcjPz8eoUaMgl8tVYwICAhAVFYWgoCAEBQUhKioKU6dOVR2Xy+UYOXIkCgoKEBYWhsDAQOzevRvvvvtubT5NRESk4VhoauJcLCVYP2I0do2fiHZ2zYSOU2NH7t7Gy7t/R2I1370rz76bMcgsKqzHVPWjt1sLfDt8JPS5XIKeUSxvejP5qHHkl5RgxoE9+DkyAsomPDOuUCbD56f/ETpGvRABmPTX7ygskQkdhTTA7t27MWfOnAqPz549G3/99Ve1zhUUFITp06fjueeeQ8eOHfHrr78iLi4OkZGPl5sqlUp88803WLZsGcaPHw9vb29s3boVhYWF2LlzJ4DHs6g2b96M1atXY9CgQejcuTO2b9+Oa9eu4dixYwCAmJgYBAUFYdOmTfDz84Ofnx82btyIQ4cOqWZQBQcH48aNG9i+fTs6d+6MQYMGYfXq1di4cWO1Z2gREZH2YKFJR/RwccWBya/gs/6DYG2sXT08IpOTMGLnbzhy51bVg8txNTUZ/bf+gg2RFzRuKd7Qlq3x5aBhQscgDVMgZf8uqj0lgC/OnMKbRw4gMjmxSRac1l/QvgbgFVECyCuRQmIsFjoKaYB79+6hdevWFR5v3bo17t27V6tz5+TkAABsbGwAALGxsUhJScGQIUNUY8RiMfr27YuzZ88CACIjIyGTydTGODs7w9vbWzXm3LlzkEgk6NGjh2pMz549IZFI1MZ4e3vD2dlZNWbo0KGQSqWqwtezpFIpcnNz1T6IiEg7sNCkQ/T19BDg0xEnXp2B1zp10aqGw3klUsw7eggfHA9Gkaxm7/q2a2aPvBIpVp05jYHbfsG+mzeg0KAXXi+0a4+P+w0UOgZpkGxpsdARqAkIvncXL/0ZiKHbt2DjpQg8Kiyo+kFaQKlUYtvVy0LHqHeXkpOxNvwMIpISIHtqSRLpFn19fSQlJVV4PCkpCXq1+P1NqVRi0aJFeP755+Ht7Q0ASElJAQA4ODiojXVwcFAdS0lJgZGREaytrSsdY29vX+aa9vb2amOevY61tTWMjIxUY561cuVKVc8niUQCV1fXmj5tIiISiPZUGqjeSIyN8VGf/jgS8Cra2NoJHadGAq9fw9jA7YhJf1TtxyTk5qj+npSXh0XBRzEucDsikxMbImKtvOLTEXampkLHIA1goKeHHM5oonp0NysTK8NOwf+XnzHn0H5EJCVU/SANllqQj4IavuGgDZLz87DuQjgm/fU7fH/+AbMP7cO2q1F4kJ3VJGelUfk6d+6Mffv2VXh879696Ny5c43PO2/ePFy9ehW7du0qc0z0zBJ+pVJZ5r5nPTumvPG1GfO0pUuXIicnR/URHx9faSYiItIcLDTpsFY2tvhhxGiYGhoKHaVG7mZl4oXfd+C3K5er/OVbrlDgrxvRZe6PfpSGeUcOacxSujuZGUgv1Lw+UtT4rI1NhI5ATVSpQoHg+3cx78ghFJdqb6HmwTM7WTVF+bIShNy/h/+ePI4Bv/2CT081jX5UVLV58+Zh9erVWL9+vVqzbblcjnXr1mHt2rV46623anTO+fPn48CBA/jnn3/g4uKiut/R0REAyswoSktLU80+cnR0RElJCbKysiodk5qaWua6jx49Uhvz7HWysrIgk8nKzHR6QiwWw9LSUu2DiIi0AwtNOs7T2gZfDhqK1ja20KaW1CVyOZaHnsCcw/uRVVRU4bhcqRS5FcwOSS3Ix67oqw0VsUZOxzWNnZOo7izF7NNCDetRYQH+uF62AK8tYrOzqh7UxPx2NQo3azCTl7TXiy++iCVLlmDBggWwsbFB586d0aVLF9jY2GDhwoVYtGgRJkyYUK1zKZVKzJs3D3v27MGJEyfg4eGhdtzDwwOOjo4ICQlR3VdSUoLQ0FD06tULAODr6wtDQ0O1McnJyYiOjlaN8fPzQ05ODi5cuKAac/78eeTk5KiNiY6ORnJysmpMcHAwxGIxfH19a/hZIiIiTWcgdAAS3ojWXhjR2gt5Uimi01JxJTXl8UdKMlIKNLvZasj9e4hO+w1rhoxAD5eya/etTUywxL8P/nvyeLmP33rlMqZ36tLQMat0+uEDoSOQgFrZ2MBK/Hgmk0gE3NO919HUyDZEXsBgz1ZwsrAQOkqNFJSUYE/MdaFjNDqFUolPT/2D7S+8VOWSJtJ+n3/+OcaNG4cdO3bgzp07UCqV6NOnDwICAtC9e/dqn+ett97Czp07sX//flhYWKhmFEkkEpiYmEAkEmHhwoVYsWIFWrdujdatW2PFihUwNTVFQECAauyMGTPw7rvvwtbWFjY2Nli8eDF8fHwwaNAgAEC7du0wbNgwzJw5Exs2bAAAzJo1C6NGjYKXlxcAYMiQIWjfvj2mTp2Kr776CpmZmVi8eDFmzpzJmUpERE0QC02kYiEWw8/VDX6ubqr7UvLzcCU1BevOn8MNDX03NTk/H1P2/om3uvXA/O5+ZZqcT/HpiIO3b+JiUtmeTA5m5o0Vs1LxT/WRIt1jY2KKC4na3TeHtEtyfj6GbP8Vb/fohWkdO8NQX1/oSFXKlUox48AeRCZX3Ci5KTuXEI9tV6MwtUMnFpuasMLCQrz33nvYt28fZDIZBg4ciHXr1sHOruY9NX/88UcAQL9+/dTu//XXXzF9+nQAwJIlS1BUVIS5c+ciKysLPXr0QHBwMCyeKkKvXbsWBgYGmDhxIoqKijBw4EBs2bIF+k/93NixYwcWLFig2p1uzJgxWL9+veq4vr4+Dh8+jLlz58Lf3x8mJiYICAjA119/XePnRUREmo+FJqqUo7kFHM0t4O/qjvlHDyH0YazQkcqlUCqx7kI47mdl4rtho9R+CdcTifDFwCEYsfM3lDyzk49PBX0BGtvI1l5YHxGuum1sYIBiDekfRQ1PU3qFkW4pkMmwIiwUu2Ou49P+g9DVubnQkSr1wfFgnS0yPbE89ARC7t/FJ/0HwcPKuuoHkNb573//iy1btmDKlCkwMTHBzp078eabb+LPP/+s8bmq00ReJBJh+fLlWL58eYVjjI2NsW7dOqxbt67CMTY2Nti+fXul13Jzc8OhQ4eqzERERNqPhSaqFnMjI2wcPQ7LQ09g57UrQsep0OE7t9HW7gLe6tZD7X5Paxu83cMPX50NU7v/ZvojbL4cCVdLS7hKrOBqKYG5kVFjRgYAzOzSFQm5OSiQlWDFgCEwNjDAvlsx+O3KZdzJzGj0PNS4KuojRtQYbmWkY+Jfgeji6ISuzV3Qzak5fJ2dYaVBjemLS2U48eC+0DE0wpn4OAzfvhVzunbHm127Q2zAX+Wakj179mDz5s2YPHkyAGDKlCnw9/eHXC5Xm0FERE1XX4uRVY4JzTvcCEmIao+/nVC1Gejp4dN+A+FmKcEXZ04JHadCa86FoZ1dMwzw8FS7f45vdwzwaImwuIf4ISIcWcXFOBMfhzPxcWrjbIxN4CKRYM2Q4fC0tmmUzBZiMdYMHYG0gnzYmpoCeLzkb0SrNvDd+EOjZCDhpGl4LzTSDZdSknEpJRk/IwIA0MbGFr7OzdHNuTm6ObvA2cICUnkpjA0af6fSs/HxnOX5lBKFHN9dOIf9t2LwSf+B6O3WQuhIVE/i4+PRu3dv1e3u3bvDwMAASUlJcHUt24uSiIhIE7HQRDUiEokwy7cbXCwleDf4KKRyzfvFXwlg4d+HcWnWW2r9mkQiEbxs7eBla4cezV0wZc+fyCspO5Mks7gImcVFgixnsv+3Z1Rqfj4czM01vhk71Y8CmQwSsRg5nNlEGuR2ZgZuZ2aodud0MjfH9E5dMLNLt0bP0szMDJZiMWf/PeNhTjam7duN0W3a4sPe/dDMzEzoSFRHcrkcRs/MrDYwMEApC61EWo2zlEjXsNBEtTKidRs4mptj1sF9yCwuEjpOGTK5okxT8Kd52ztgy9jxeHXfXyiQycod09jLEXKKi3H07m3svxWDiKRE3J73DlLzWWjSFc3MzFhoIo2WnJ+P2xkZ+OP6NUx8zqdRr93GxhazunTD1+fCqh6sgw7evomrqSk48errbBSu5ZRKJaZPnw6xWKy6r7i4GHPmzIHZU4XEPXv2CBGPiJ7C4hFRxVhoolrr4uSM3RMDMGl3INIKCoSOo0ahVCAyORG+ThU3t+3s5IxNo1/A9P17yp2Z1RiFJmlpKU48uI/9t2JwMjYWJYr/NSsvLi1FSn5eg2cgzWBhJK56EJHAdsdcx+6Y63iumT2es2/YzRQKSkpwPPYegu/dRejD2ArfFKDHHuZk42JyIro5uwgdhepg2rRpZe575ZVXBEhCRERUeyw0UZ24W1nhnR69sPREiNBR1MgUCkzd+xd+HDEGfVt4VDiuh4srNowai1kH96kVeQDAWL/hvz3ePHIAJx+Uv5NfkUyGXq5ucJdY4WFOdoNnIWEZ6rHJK2mP0YHb4WltjS5OzvB1dEYXp+ZoaWMDvXqaTSNXKPDm4QMIi39YL+fTFTuvXUVXp+ac1aTFfv31V6EjEBER1RkLTVRnL7b3xrarUbiR/kjoKGqKS0sx69A+rB4yHKPatK1wXB/3Flg/YhTmHjmIUoVCdX+JXF7hY+pDTnExzsRV/CIqrSAf7ZrZ46+XXsbrB/bgWlpqg+YhYSmqsQ01kSa5n5WF+1lZ+OvGdQCApViMzo7OWPp8H7SxtavTub85f5ZFplrYfysGErEYH/XpD/1Klo8TEVHFqloSx+VwRFXjbyFUZwZ6ejjw8lTsfull9HWvePaQEGQKBd4OOox9N2MqHTfIsxXWDBmu9m78kmNBaoWn+hZy/y5klZx//+2bAABbU1MMbdm6wXKQZiiQlQgdgahOcqVShD6MxcK/j9RpM4Xj9+/h+4jz9ZhMt/x2NQpzDu9HIZcaEhERkUBYaKJ6oScSobOTM5b49656cCNTAghPiKty3Kg2bbFq0FDV7TPxcVjdgI1nD9+5XenxPTHXIft3VlV9LUchzZVZpHlN9Ylq42b6I6wNP1Orxz7IzsKi4KP1nEj3HI+9j8l/BSJXWix0FCIijdDXYmSlH0RUv7h0jupVO7tmeK6ZPa4/ShM6ihp5NZclvdjuOTiZW2Bt+BlEJidhQ2QExrd9Dq1tbes9U3RaSqXH0wsLEfowFoM8W7HQpAPSCvKhLxJV+2uVSJP9fOkirqSmIMCnI4Z4toLYwACPCgvQzNSswscUyWSYe+Qg8kq4+2J9iH6UhqupqXjezV3oKERE1VaTndy4xI1Ic7HQRPXuZe8O+PCfY0LHUFOT/je9XN3g5+KKswlx2HH1CjysrRskk52pGTKqmMXy541oFpp0hBKAg5k5krjTIDUR5xMTcD4xAbYmJvCya4bwhHh8M3REuT3zlEolPvznGG5qWK8/bReXkw2AhSYiElZNikdE1DSw0ET17mXvDigqLcXKsFCNaXAsV9as15JIJIK/qzv8XRvuF3R7MzPcykivdMyJ2Pt4VFDAHYR0hI2JCQtN1ORkFBXhbPzj5cuLQ4KgJxIh5P499Gjugp4urnCXWGHHtSvYe/OGwEmbnjjuWEpEREQCYKGJ6p1IJMKMzr4wMTDQmJlNCoV6watUoUB6YQEczS0ESvR4RlNV5Eol0osK4evkjIntvXEhKREPsrMaIR0JwdjQUOgIRA2qlY0N5h09BODxDmkA4GRujvTCQiFjNVkPc3KEjkBEREQ6iIUmajDj2rbHxksX4S6xwrW0FGQVC9eUNDwxHjnFxZAYG+NychIWBR9FZlERfhw5Br1c3Ro9z4XEBBy9W3kzcOBxz6t2ds0AAJ0cnVAok+GtIwcQ+vBBAyckIXCJJDVl+iIRcqVl+y8l5+cLkEY3cEYTERERCYG7zlGDMTU0xD/TZmDLuBdxbOrrmNjeW7As6YWFWBEWCgAokMnwMCcbeSVSvLZ/N47fv9eoWaLTUvHGwb0orsb23y+2e07ttqmhITaMGofR5fQ4Ie1Xly3hiTSdr5MzEnJzhY6hU+5kZmDNuTPI4q6WRERE1IhYaKJGYW1igi8GDcX2F14SLMOfN6IRsPsPfH0uTHWfTKHAmfiHjZYhVyrFrIP7kF9SUuVYAz09jPFqV+Z+I319rB06Aq/4dGyIiCSg8mZ7EDUFNiYmiNaw3Uh1QalCgfUR4ei3dTNyBJxVTERERLqFhSZqVL1c3eBsIVxfpPDEeFxNTVG7r0Ama7TrW4rF2DMpALN8u8HcyKjSsf1beMDO1LTcY3oiET7uNxDzu/dsiJgkkLQCLiGipqmFlTUKG/FnLanLK5GqemIRERERNTT2aKJGN7G9D745f1boGCpF/774kZaW4nxiAi4kJmCghyc6Ozk3yPUczS3wvn8fvNW1B36/fg2/Rl1Ccjk7jT27bO5ZIpEI7/T0Rwd7Rxy5exuhD2KRWczlEdqsQCaDRCxGDmc2URPS2sYWl5KThI6h836/fg1TO3TiLqZEVC/6Woysckxo3uFGSEJEmoiFJmp0C3r4wdTQUNUzSWg30x9h/tGDCH3wAPmyx0vaNl6KQNTseTBpwF3ALMRivNGlK6Z17IzDd25j46UIxKQ/Uh2vzvI6ABjo2RIDPVtCrlDgamoKFocEIZY702mtZmZmLDRRkyJXKqseRA0uJv0RrqaloqODo9BRiIiIqInj0jkSxBtduuLbYSNhpKcvdBTczcrE4Tu3VUUm4HHvpkspjfMOvKG+Psa1bYdDL0/Fb+MmoLebOwa08ET7ZvbVPscf169h+I6tUECJUoWiAdNSQ9ITiaBU8EU5NR1dnZrjflam0DHoX79HXxU6AhEREekAzmgiwYxu0xbNTM0w+9B+5JVo3gyOC4kJ8Hd1b7TriUQiPO/mjufdan7Nds3skVFUiFf2/IUSOXcu01ZdnJxxMSlR6BhE9cLCyAh3MjOEjkFPOXj7Jpb17gezKnoEEhEREdUFC00kqJ4urvhx5Bi8svdPoaOUcT4hQegI1eZj74DAFyfj1X1/IZUNpbVSd+fmuMAiEzUhbe2aIYJf0xqlQCbDoTu3MOk5H6GjEFEjqUkvJfZdIqL6wqVzJLiW1jZ4rVMXDG3ZGj72DjAx0Iz6Z1RqMqSl2jM7qLWtLX6fMAmulhKho1AtZBSxkTs1He4SK0SyAbhG+j36mtARiIiIqInTjFf0pNMczM3xUZ/+qturzpzChsgIARM9ViKXIyolGT1cXIWOUm1uEiv8PmESpu3bzSUrWsbWxBT32MuGmggTAwMo2ARcI0WlJuPXqEuY3rEzd6AjagT1OaPo6dlENRlLRNTYWGgijdOjuatGFJoA4EJSglYVmgDA0dwCu16ciOn79yA6LVXoOFRNjwoLhI5AVC86Ozrhckqy0DGoEp+e+gcRiQn4YtBQWIrFQsch0jpcYkZEVDkunSON4+vkjGamZkLHAACcT9SePk1PszExxfYXXoKvk7PQUaiaYrOzNObrnqi2jPX1EZ+bI3QMqoage3cwZtc2PMzOFjoKNaBTp05h9OjRcHZ2hkgkwr59+9SOK5VKLF++HM7OzjAxMUG/fv1w/fp1tTFSqRTz58+HnZ0dzMzMMGbMGCQ808cyKysLU6dOhUQigUQiwdSpU5H9zNdWXFwcRo8eDTMzM9jZ2WHBggUoKSmBpuhrMbLKDyIiqh4WmkjjWIjF2DspAO3smgkdBZeSk1Ailwsdo1YsxWJ8OXgYDPT4ba4tWlhZCR2BqE46ODghvbBQ6BhUTfG5OTDWkL6I1DAKCgrQsWNHrF+/vtzjX375JdasWYP169cjIiICjo6OGDx4MPLy8lRjFi5ciL179yIwMBBhYWHIz8/HqFGjIH/q96OAgABERUUhKCgIQUFBiIqKwtSpU1XH5XI5Ro4ciYKCAoSFhSEwMBC7d+/Gu+++23BPnoiIBMNXoKSRnC0s8ceEyRjQwlPQHMWlpbiWliJohrrwsLLGFJ+OQsegaiqUyYSOQFRrzuYWuJzCBuDaxMzQCLcy0oWOQQ1o+PDh+OyzzzB+/Pgyx5RKJb755hssW7YM48ePh7e3N7Zu3YrCwkLs3LkTAJCTk4PNmzdj9erVGDRoEDp37ozt27fj2rVrOHbsGAAgJiYGQUFB2LRpE/z8/ODn54eNGzfi0KFDuHXrFgAgODgYN27cwPbt29G5c2cMGjQIq1evxsaNG5Gbm9t4nxAiImoULDSRxjIzMkJvd3ehY+B8gnYun3tiXreeMDcyEjoGVcPtjHSYGRgKHYOoVmxNTSFTKISOQTWQLyvB9P27MevgPmRwJprOiY2NRUpKCoYMGaK6TywWo2/fvjh79iwAIDIyEjKZTG2Ms7MzvL29VWPOnTsHiUSCHj16qMb07NkTEolEbYy3tzecnf+3pH/o0KGQSqWIjIwsN59UKkVubq7aBxERaQcWmkijnYmLEzoCgu7eRoIW9xyxNTXFHN/uQsegapApFGhjayd0DKIa87F3wDVuPqC1WlhZwcbEROgY1MhSUh7P2HZwcFC738HBQXUsJSUFRkZGsLa2rnSMvb19mfPb29urjXn2OtbW1jAyMlKNedbKlStVPZ8kEglcXbVrcxYiIl3GQhNprFKFAuGJ8ULHQPSjNPTbuhnzjx7EFS3dSWlml674Zcx4vNTeG1bGxkLHoUpwu3HSNgYiETKLOBtGmymU/Nmjy579t1cqlVV+PTw7przxtRnztKVLlyInJ0f1ER8v/O+ERERUPewASRrrWmoK8jVkNxKFUonDd27j8J3bMNTTg6G+Poye+vi430D0F7ifVGUM9fXRr4UH+rXwwGfyQQhPiMfRu7cRfO8uMouLhI5HT7mblQERAKXQQYiqqYuTMy4kJQodg+rgxIP7+LBPP6FjUCNzdHQE8Hi2kZOTk+r+tLQ01ewjR0dHlJSUICsrS21WU1paGnr16qUak5padkbjo0eP1M5z/vx5teNZWVmQyWRlZjo9IRaLIRaL6/AMiYhIKJzRRBrr0J1bQkcol0yhQKFMhuziYqQVFCAhNxciaM87wYb6+ujt3gIrBg5B+BtzsO2FCQjw6QhbE1OhoxGAXKkUXrbC77hIVB12JqZcMtcEPMjO0toZu1R7Hh4ecHR0REhIiOq+kpIShIaGqopIvr6+MDQ0VBuTnJyM6Oho1Rg/Pz/k5OTgwoULqjHnz59HTk6O2pjo6GgkJ//v6yw4OBhisRi+vr4N+jyJiKjxcUaTDotKSYaJoSG8NLAnTEz6I/x25bLQMarNUkvfcTPQ04O/qzv8Xd3R3bk5Fv59ROhIBO39eiLd4yqR4DILFE3C/KBD2D/pFVizV1OTkp+fj7t376pux8bGIioqCjY2NnBzc8PChQuxYsUKtG7dGq1bt8aKFStgamqKgIAAAIBEIsGMGTPw7rvvwtbWFjY2Nli8eDF8fHwwaNAgAEC7du0wbNgwzJw5Exs2bAAAzJo1C6NGjYKXlxcAYMiQIWjfvj2mTp2Kr776CpmZmVi8eDFmzpwJS0vLBnv+fS1GVjkmNO9wg12fiEhXsdCko3KlxZh/9BCKZDJsH/8S2tppzgwKhVKJD0+EQK7UnsVDTaEw8OeNaKEj0L8S8rS3+TzpDi9bOxaZmpCE3Fws/PswfhkzHvp6nPDeVFy8eBH9+/dX3V60aBEAYNq0adiyZQuWLFmCoqIizJ07F1lZWejRoweCg4NhYWGheszatWthYGCAiRMnoqioCAMHDsSWLVugr6+vGrNjxw4sWLBAtTvdmDFjsH79etVxfX19HD58GHPnzoW/vz9MTEwQEBCAr7/+usbPabjzBBiIKt+hlcUjIiJhsdCko049fIDEvMfbxL6y50+ETH1NY97FDIy+qnUvXppCoWnicz44Ey/8Ln9NgbGBAYpLS2FtbAJPa2vIFApIS0uRVVSEtMKCKh+flJcHV0sJ4rV4t0Nq2kQApKWlQsegenY67iEScnPhbmUldBSqJ/369YOykjfuRCIRli9fjuXLl1c4xtjYGOvWrcO6desqHGNjY4Pt27dXmsXNzQ2HDh2qMjMREWk/vmWlo/q6e0Cs/7jOmFlchPOJCQIneuxRYQG+PHta6Bg1JlMohI5QZ6PbtMUs325Cx9B6LSRWMNLXRzdnF5QqFIhMTsLV1BTcykhHWmEB2tjaoqtTc5gaVvxurIulJYpkskZMTVQzXZ2a40FOttAxqAHcynhUaWGCiIiIqCosNOkoC7EYAz3+t0taeIJmzGQpksmgp4VbLL+2bzfSCvKFjlFn7/k9j95u7kLH0FomBgYoVSqQK5UiIikBeSXSMmNuZ2TgYnIiFAoFfJ2c0e6ZZattbG2RUyxFOreLJw0lEYtxMyNd6BjUQOYcPoCJfwUiSstmFhMREZHmYKFJh5kZGan+Hq4hM5rcJFb4aeRYGGpZf4i7WZmYvPsPJOflCR2lTvT19PDtsJFws5QIHUUrtW9mj4Tc3GqNLZbLEZmchJj0R3AwM0d35+bo6uSM2KyscgtURJqitY0dv0abuMjkJKwICxU6BhEREWkp7Xo1T/Xm4O2bas2fb2ekI71QM2ZQdG/ugpUDhwgdo8YeZGchYM8fQseoMytjE/w0amylS7uorM6OTohMTqrVY1ML8nEhKREXk5OaxDJMarpaWlkjMjlR6BjUCC4nJ+HDf44h5lGa0FGIiIhIy7DQpIPuZWZg6fFgoWNUaoxXO61cQvcwJ7tJNMhta9cMXw4aJnQMrWKop1/1ICItp6+nB3bv0Q1ypRI7r13ByF3bMOGPndgTcx0K9m4iIiKiamChSccUymR468hBFD7TaNjF0hJ2pqYCpSorvbBAa3+hLZCVCB2hXoxo3QZzu/YQOobWuJaWgmYmmvM9RFTfujg64XZmhtAxSACXUpKxOCQIv1yOFDoKERERaQEWmnSIUqnEyrBQ6JXT/6iTo5MAiSqWkq+9jbXzpE2j0AQA7/Tshb7uHkLH0ApFpaVwkbC3FTVNpgYG3GWO8PW5MNxmI3giIiKqAgtNOubjfgNxJOBV7H7pZXg3s1fd38lBswpNyfna21Q7vwk1yX3cHHwEWlhZCx1FK1xOSS6zixxRU+Bt74jMoiKhY5DASuRyvBt8FCVyudBRiIiISIOx0KRDRCKRqu9RZydn7J00BZ/1HwSJ2BidNWRGU6lCgbuZGUjV4hlN+SVNZ0YTAFiKjbF5zAtw5U501VIgK+EPVmpSXCwtcSmldo3uqem5/igN30eECx2DiIiINBhfD+kwfT09BPh0xPFXX0P7p2Y3CSWrqAiv7d+N0IcPcF2Ld7n56uxphMU9hFJLe0yVx8PKGn9NfBk+9g5CR9F4cTk56OrsInQMonojERujlLsh0lN+iDiPKynJQscgIiIiDWUgdAASno0GNDC+mf4Icw7tR1xuDto3s0dEYkKlM2gq3Y+ukoOiyh9Z8eMqepjy8Uyxp2UVF+O/J4/jp5Fj0NrWrlbX00TNTM2w68VJeDvoEI7H3q/WYyzFYuRKm85Swuq6/igVNiYmXGpEWq+jgwOupKYKHYM0jFypxCt7/8QAj5aY07U7lwwTERGRGhaaSHBH797GeyFBqp3wdl27inwt37nNUE8P7k2wr5GpoSF+GjkWH4eewPZrVwAA3vYOGOjhiSupKTj5IFY1tptzc8zs0hWzDu0XKq5gCmQyeNk1Y6GJtJqhnh5SCwqEjkEaqkAmw8HbN1GqUOD7EaOFjkNEREQahIUmElRaQT7mHTmIpxeZaXuRCQBa2djCSF9f6BgNQl9PDx/3G4iBHi3R1q4ZHMzNAQCFMhkC9vyBq6kpAIBZXbphoGdL9GvhoVaA0hWXkpPQxtYWtzO4HTxpp85OzriQmCB0DNJwx2PvIVcqhaVYLHQUIiIi0hDs0USCCrl/D02nk9H/NPVlBCKRCH1beKiKTMDj2U6bRj9uGm5nagoPa2uk5OdhdpduCJ8xGz+PGotRbbxgYqA79e0SuaKWizWJhGVvZsYePFQtJXI5/r53R+gYREREpEFYaKJyNXQj62P37wIAQpvoTJe2TbzQVBE7U1P8OnY8ShUKbIiMgKO5BXq4uMLezByDPFvhu2GjEDFzLr4ZOgIDPTwxof1z+G3cBLzTsxeed3UXOn69e5Cdha7OzYWOQVRjrpYSSLmFPVXT/lsxQkcgIiIiDaI7UwuoRtZdCEd6YQE+6N0XIogglcshLS2FVF4KU0PDWjcQz5NKsTz0BPbevIFLs+ZizdAR+PNGNH6NikRCbm49PwvheDWhJuA15Wltg42jx0EmL3+XKlNDQ4zxaocxXu2gVCohEongY+8AR3MLhMU/bOS0De9mejokYjFydLApOmkv/Qp3QCAq61x8HFLz89VmuRIREZHuYqGJypVeWIDt166oGj4/y7uZPfq18ETfFi3QycEJ+npVT46LTE7Eor+PIj43BwBwPysLXZyc8VqnLuju3ByjA7fX63MQ0rJ/QvDfPgMw0LOl0FEE4etUvVk8h+7cwldnTzepIuOz8kqk6OrkjIvJSUJHIaq2J5szEFWHEsDB2zfxRpeuQkchIiIiDcClc1Su2V27w6CS4lH0ozSsjwjHS38GouvGH7Hg6CHsjrmOR4VldygqVSjwTfhZTPrrd1WRCQBi0h+p/t7KxrZJvYOekJuLt44cRBZ3HauUtLS0SReZnriYnIT2zXRzOSVppzuZGTDUa5obGlB1KfGf7gVY4ltYrdE/XjyPT0JPsIE8ERERcUYTla+5hSXGt22PP25EVzk2R1qMQ3du4dCdWwAe9ycyMzSETKFAqVyObGkxkvLyyjxuZVgo3Cwl6O3eAmIDA7zdoxfWhJ9RHTfQ08OI1m0wvu1z+CHiPC4kadcvryUKOQ7cjsG0jl2EjqKxmltYCh2h0dxMT0eP5i6ISExA+YsKiTSHVC5HO7tmam8IkO5ob6PAL/2vwE7/AgDgecdhmBTkhiJ5xW8IZRUXY8uVS3jeNgQKm+ehZzKyseISERGRhmGhiSr0ZtceiEpNgUwuR2x2VrUfd7OaL0wKZTLMOLgX87v3xAtt22Ne955oY2uLlWGnMNarHQJ8OsDe7HG/Bz8XV6wMC8WWK5dr9VyE8vv1aLzQtj0sxcZCR9FIfq5u+HXMeHx2+iTuZWUKHadBKZRKnE9MQCtrGxTKZEjKL1t8JdIkFkbcrl73KLHKPw/jmx+ECPmqe9ubBSF8fDu8+s/zuJJe/mxnC0MlDoy4BVdxKJBzEEp9Z4iMOjdWcCIiItIgLDRRhdytrBA0ZRoAYN2Fc1gbfhbmRkbILympt2uUKhRYG34Wa8PPwtfJGaPbtMUXA4fgVkY61oafxY1HaTA2MMBHffoju7i43q7bWG6mP0KnDd+jm3Nz7Bg/sdLliLoov6QEbxzcC3kD73KoSe5mZcLM0BBGevooUXBXL9JcmcXVWzJFTccfw5LRxfJgucfMRDH4c2AS1t18AeuuqBch29soEDjoNExx8997SqDMfhOw+RMiA9cGTk1ERESahoUmqpZ53XrCwcwcw1u1wdwjB3AmPq7erxGZnITIChomj9HyRuERSYnYfPkiZvt2FzqKxlAqlbiUnAQnCwud6NP0tAKZDB3sHXA1LVXoKEQVupuZCQsjMfJKuGOiLhDrKdBJEva4s3cF9JQ5eNtrC3o7jcKUYGfIFCKMb1mKlV33Q1+Zrj5YkYmSzLcgtdwFS2Ozhg1PREREGoWFJqoWkUiEic/5AAD8Xd0RmZyE4tJSgVNpl2/Cz2FIy9bwsLIWOopGuJqagun7dwsdQzCG+my0TJrP09oaV1JThI5BjeCtjlLoKau3TL6L5SGcf7EDwlLbYrjjPoiUZWc6xxe2wqKI0bievhE9m7tigIcnBnh4wsVSUt/RiYiISMOw0EQ1NqdrdwT4dMSHJ0JUDcCpalJ5KQb+9guMDQxgbmSEie19MMu3GyzFutkHpaOjE3o0d8F5Hd2h6H4T70lFTQMLorpjgsftGo23FF3FCMer5R47mDwBH513RH7J49mqp+Ie4FTcAywPPYE2Nrbo7+GJ93r1hl4T2m2WiIiI/ocNY6hWLMVifD5gMFz5zmSNFZeWIr2wED9cPI8BWzdj65VLKJHrZq+euV17CB1BMFnFxejk4AgrNoonDZaYmyN0BGoELS2VaGZwsc7nyS+1xJLLi/DOaVvkl8jKHXM7MwMbIiNYbCciImrCWGiiWrMQi7F26Ajo8x3JWsssLsLHof9g6PYtOHLnFpQ61BQbAJ53c4ePvYPQMQQTlZoCJYDOjk5CRyEqV3J+PhzNzYWOQQ1scZdMiFC35fDXcnpg7PE3sOdOQbXGc0kmERFR08VCE9VJFydnfD9iNPxc3MByU+09zMnGvKOH8NvVy0JHaVQikQgBPh2FjiGoHGkxLqcko6ODI8wNjYSOQ1SGiwVnrjZtSvSxv1SnMwTGT8HEkC54mFO9IhPwuE8f6aYffvgBHh4eMDY2hq+vL06fPi10JCIiqmcsNFGdDWnZGjvGv4Sw12bh//x7o42NrdCRtFZY3EOhIzS6VjY2QkfQCFdSU2Braip0DKIy5AqF0BGoAY31lEOM+3U6R2KBFWQ1/Do5dv8u9t2M0bmZvLru999/x8KFC7Fs2TJcvnwZvXv3xvDhwxEXV/+7GRMRkXBYaKJ642Rhgdm+3XF0yjS879+HTT5r4XxiAkp17EWdu4S78D2RWVQkdASiMu5lZ3LGahM2q33dN2R43v56jR+TnJ+PTZciIOLvCjplzZo1mDFjBt544w20a9cO33zzDVxdXfHjjz8KHY2IiOoRd52jeicSiTDLtxu87R3wdtAhZPDFc7Xll5TgWmoKOjs5Cx2l0diamMDc0Aj5srLbY+sSI3195JVIhY5BVEauVIqW1ja4x+bNTY65gRKtzc4BdZxU1FlyFpv7m8DeOBX2Rkm4X9gGb53uhMziyn+mDfJsVbcLk1YpKSlBZGQk3n//fbX7hwwZgrNnz5YZL5VKIZX+72soJ+fx5gSlyqr7ieXm5v47tvym9No69sm4mozVhufVUGNr8/mqyVhN+BzIq/g521Bjn/58VXesUFk1YWxtPl95+dX/WVffY0X/jq3LrGORknOWqQEl5+VhTOB2ZBQVCh1Fa7zr54+3uvUUOkajGr1rG64/ShM6hqAczc2Rkp8vdAyicnV3bo4LSYlCx6B6ZKinxAfdCjHVfXuDnD+uqDXGBA1FvqziF0wHJ7+C53R4Qwhdk5SUhObNm+PMmTPo1auX6v4VK1Zg69atuHXrltr45cuX4+OPP27smERE9K/4+Hi4uLjU6rGc0UQNysnCAt2cmyPo3h2ho2iNs/HxOldocpdYQSaXw01ihWOx94SOI4hHBQWwNjZGVnGx0FGIyqisWECazVBPiZ/6p6OX3QXooRh6kALKojrvMlcVN5M78G42DuFJ5X/tOFtYoH0z+wbNQJrp2eWSSqWy3CWUS5cuxaJFi1S3FQoFMjMzYWtrqzY+NzcXrq6uiI+Ph6WlZaXXru7Yhjgnx2rG9bVtrNDXb8pjhb6+Jo9VKpXIy8uDs3PtV9mw0EQNzsfBgYWmGohMTkRxqQzGBoZCR2k0q4cMh9jAAAqlEhP+2IWo1GShIzU6uVKJ1ja2nDVCGulORjqM9PVRIpcLHYVqoK+LHN/5nYGZKKbOy+Nq4zkbKcKTyj82yKMl+zPpGDs7O+jr6yMlRX3HwbS0NDg4lJ3ZJhaLIRaL1e6zsrKq8PyWlpZVvqCq6diGOCfHasb1tW2s0NdvymOFvr6mjpVI6rbrMJuBU4Pr4OAodAStUiKX48uzYULHaFRig8c1bz2RCJ/0H6izjYczi9nPjDSTTKFAa+4oqjX0RQr83D8Dm3r99rjIJJD2VhW/afC8m3sjJiFNYGRkBF9fX4SEhKjdHxISoraUjoiItB8LTdTgvJux/0JNbYm6hC1Rl4SO0aiUSiVC7t3F0uPBQkcRjEhnS2ykDcwMdWeWpTbzd1IgcsJZDGj2F0QQdpOF5yxvVnjs/WPB2B1zvU6NRkn7LFq0CJs2bcIvv/yCmJgYvPPOO4iLi8OcOXOEjkZERPWIS+eowUmMjeEuscLDnGyho2iVT0/9g+YWlhjcUjd25RGJRBjcshW6OjfHoTu3sPFSBBKe2qFBF0ieWSJApEkeFRYIHYEqIYIS3/fLwmD7AxBBM3aw9DC9DhODPigqLdsPKrO4CO+FBGHfzRvYMvZF6OvxvU9dMGnSJGRkZOCTTz5BcnIyvL29ceTIEbi7136Gm1gsxn//+98yy+zqMrYhzsmxmnF9bRsr9PWb8lihr6+NY2uCu85Ro9gdcx37b8YgLP6h0FG0Slfn5tg69kWY6OBMgsTcXEz4cxdSC3RnJzbu7EWaTiI2Ro6UDes1jZOZEkdGnIOF6JrQUcp4KfQ9XE6t/E2DX8aMR78WHo2UiIiIiBoa3z6iRvFiu+ewddyL6OrcXOgoWqWvu4dOFpkAoLmlJbaOexESsbHQURpNfgl39iLN5mltLXQEKoeRPjSyyAQA3jZV/1zbFX2lEZIQERFRY2GhiRqNSCTCR336Y0ALTxjp6wsdRyusO38Obx4+gL/v3YG0nKUHTV0bWztsHvMCTAx0Y5Vvcr5uLRUk7aPPXcI00sNcQAkzoWOUq511WpVjkvLyGiEJERERNRYunSNB5JeU4NTDBwi+fwcyuQIzu3TFg+wsnE9MwNG7t5Er1Yz+EprEUizGyNZeGOvVDl2dm0NPh17wnU+Ix47oK7iYmIiUJrqUTvzv1vH8gUyazN7MDGkF7NWkiaInHocx7godo4wzGYMw7XjLSscMaOGJTWNeaKRERERE1NBYaCKN86iwACtOh2L/LeG2ZNZ0zS0sMcarLcZ5tUdrW93ZclypVCIhNxcXkxIRkZSAi0mJuJuVKXSsetPVyRkXk5OEjkFUqeYWlkjM4+w7TXNm/FU4GJwTOkYZfyQE4IOzFpWOedm7Az4fMLiREhEREVFDY6GJNFZY3EPMObwfhTL2ramMr5Mz/pgwGSIdmuH0tIzCQlxKTsKN9DRIxMZoZmoGW1NTLPz7sNbNvLAzNUVusRQlCrnQUYgq1NW5OS6yab3G2TsiDj7mR4WOUcbqm2/hx6uVL/1+p2cvzO/u10iJiJqGvLw8LF26FMePH4dIJMKgQYPw+eefw8Ki8sJufUtMTERYWBhEIhH8/f3RvDn7sWqyoqIiXL16FSKRCD4+PjAxMSl3XHx8PBwcHGBkZIQzZ87g8uXLmDZtWp2+vuRyOTp16oRr16rfU1Aul+Phw4coLv7fRiTt27evdYYnSktLUVJSorptampa7rj9+/fj5s2b+L//+z8kJiYiMzMTPj4+db72t99+i2PHjqm+dxcsWACDRmgVUlhYWOnxij4PtcEeTaSxnndz5zucVfCwssaI1l6Q63C92NbUFINbtsLbPXpheqcuGNnGCz1dXDGzSzeho9VYemEhOjk5VWusiVwErwIjQIf/7UkYMjkLoZooLt+yzH2xxQOQq+wgQJr/eZhX/ouYpzmYmTdCEmpKDh48iNzcxzMrv/76a0yYMAHR0dF1Pm9ERITqhdgff/yBxYsXIympbjON09PTMX/+fPTp0wfdu3dXfVSktLQUq1evxvDhwzFixAisWbMGpeX06Zw7dy5kMhl27dqFnTt3orS0FHPnzi33nHK5HN9++y3mzZsHALh37x5OnDhRp+cFPH4R3rFjRwQGBmLnzp3o3LkzDh48WOfz5uXlYd68eWjXrh3at2+PBQsWIK+WvdwGDhwIAGjWrBns7e1VH09uNxWpqak4ceIEjhw5ovp41tmzZ9GyZUvMmTMHs2bNQqtWrXDuXPkzYceOHQuFQoHExERMnjwZZ86cweuvv15pBrlcjvv37+PGjRuqj6fp6+vDxcUFRUVF1XpOR48ehZubG9q3b4/evXvDx8cHI0eOLHfshg0bkJOTAwB466230LVrV5w6darMuAsXLsDHxwfGxsawsLBQfZRn+fLl+Omnn7B582YAgJ6eHubMmVNl7tLSUhQWFqo+nrVo0SKcOHECs2fPxqxZs/DPP/9g0aJF5Z6rJt+7ly5dwrBhw9CmTRt4enqqPp5mbm4OCwsLmJubqz6e3K7vIrVudNglrTXWqx0ikhKx8xp3pHmWq6UEQVOmwZCN1csV4N0BP128gIyiyiv3mubGozS0tLLGveysMsdM5CL4JRjAIOoR4s7eg0wqQw93OyimtkeEXUk5ZyOqf/cyM6EnEkHBIqdGuZJuCifTUQCAzpZByFO0x5ADraBEa3Rz6IG3O6ahu/VJ6ClzGjXXw2q8NrQ1qb93UEk3LFu2DFevXsWVK1ewfft2vPnmm3jzzTdx+vTpMmPT09Px8ccf48qVK2qzIi5cuFBm7BtvvIFLly7hzp07WLZsGSZMmIDXXnsNf//9d5mxQUFBGDZsWJX3vf766/D398fff/+N1atXY8OGDejcuXOFz23RokW4d+8eZs+eDQDYvHkzHjx4gO+++05t3JPn/8QPP/yAjh07lnvO+fPnQyaTISwsDABga2uLyZMnIyIiosIcFy9eVM2WGjBgALp27VpmzMcff4zw8HC0atUKwOMXwS+99BJGjx5dZmxN/h3mzp0LU1NT7Nq1CwDw888/Y+7cudi2bVu5WS9duoSoqCi18z4pum3fvl31fGqqurN/qjv2wYMHWLVqFe7du6dWPKyocHDw4EH07dsXlpaW+PrrrxEeHo7ly5fD29tbbdyWLVvw8ccfIyMjA61bt8aVK1fQs2dPjBgxQm3cokWL8Oeff8Lf3x/A48LTO++8g/Dw8HKvb2xsjMOHD2P27Nn48MMPK/z6Ah4Xhd544w1kZGTAzMwM2dnZcHNzQ2xsrNq4Nm3aoHfv3pg4cSLMzf/3JkN5RdJly5bh7NmzGDduHC5fvozt27dXOBvq+++/x+zZs3HmzBlER0fj888/x+LFi8t8fS1YsACbNm3CnDlzcOrUKXz33XcV/rvu27cPkZGRqq99JyenSgueFy5cwIwZMxATE4OnF43Jn3mD7uTJk4iKioKe3uM5P6NGjUKXLl3KPWdNvnenTZuGefPmwc/PD/oVvD5UKBQV5q9vnNFEGu+j3v3wXLP/veNgbmgEc0MjARNphjldu7PIVAkTQ0PM7FL2lyJNl19SgvvZWfB1coa18f/+4zOSi+C/Jx0P157GvX9uQiZ9vKQ0/WE6zA8/FCou6aB8WQlaWtsIHYOe8csNI0wMao6JQc0x6+xreP1kDyjxeEl1RKoeXgl2RJK0U6NmUiqBuNyqN/dYFHwUP0Sc51J5qrYnS0yCg4Mxa9YszJ49GwUVLJd//fXX4eLigpSUFHz00Uewt7fH0KFDyx2rr68PfX19HD16FG+++SZWrlyJtLTyd0784IMPqnVfXFwc/u///g/GxsYYPXo09uzZg7Nnz1b43E6ePImDBw9i3LhxGDduHPbu3YuTJ0+WGSeXy9Ve9BYUFFT4IvLs2bPYuHEjjI2NAQBWVlZqy4aetXHjRowfPx7JyclISkrCiy++iE2bNpWb4UmRCQBatmxZYYaa/DtcvXoVGzZsQKdOndCpUyf88MMPuHr1arljV61ahTfeeANLlizB8ePH8f777yMkJER13OnfmeJOTk5wd3eHu7s75HI5rl27BhcXlwo/BzWZ/VPdsRMnToSVlRXmzZuHd999V/VRkWXLlsHS0lJVUB08eDDefPPNMuPWrFmDS5cuoWXLloiMjMSJEyfQtm3bMuOKi4tVRSYA6NWrl1px7mlSqRRSqRQhISHo379/hRmfznr27Fm0a9cOGRkZ2Lp1KyZOnFhmXG5uLnx8fBATE4OIiAhERERUWAQUiURwd3dXFeVeeeWVCv8NnvxMOHHiBF599VUMHTq03JmAMpkMPXr0QGlpKSwsLLBs2TIcOHCg3HMaGxtXWLApz5Milo+PD7Kzs/HJJ5/gq6++KjNOqVSqfZ8olUpU1M2oJt+7+vr6mD17Njp06IDnnntO9VGZqmZf1QVnNJHGExsY4IcRY3AtLQXtm9nDTWKFEnkpTsTex45rV3EuIa5Brmukp6/RvXL23byBF9s9ByMWm8r1MDsbo9p4YUPkBWRV8J+oplICiExOgpmhIbo7N8fVpCT0OZyNe2fulDs+7vJD9Bjujmu2MhTqc5YJNbyni6Ckef5JKP99xAypOVwa8X2aLJk98ip5MftEXokUX58Lg5mRIaZ1LP9dXaKnyeVyhIeHY/fu3fj1118BPH4BWZ64uDgcOHAAO3bswOjRozF06FAMHz683LFSqRQpKSk4dOgQvvjiC9W1nnb37l3cvn0bubm5asuTcnJyyn2hZmT0+JtOLBYjMzMTVlZWSEhIqPC5PXkR+mS2Q0UvQl999VX07NkTU6ZMgUgkQmBgIKZNm1buOZ+8SH1CLpdXOrNh3bp1iIyMRLNmzQA8LiIMHDgQb7zxhto4e3t7bN68Ga+//jpEIhG2bt0KOzu7cs9Zk3+HJ0W0J0t5Kiuibdu2DRcvXkTPnj2xe/du3Lp1C//5z3/KjPP398eJEydQUlKC3r17o0WLFjh06BB++umncs9bk9k/1R1bXFyMlStXlnu98pRXUN2wYUOZcYaGhrC2tlYVVvr06YP333+/zDhTU1McO3YMgwYNAvC4qFlRT56XX34Zjo6OaNOmDXr16oXk5ORK+/eUVxTq06dPmXFPvl+rw9DQEADg4uKCgwcPwt3dvcLvHT09PQQGBuL333/HoUOHAKDcgsyTz6mtrS2ioqLg4uKChw/Lf8PW3d1d1X9MoVBgxYoVlfZnKq+I1a9fvzLL4oYOHYqhQ4dixowZEIlE2LJlS4XfCzX53vX398fly5crnTH5RHVnX9UFC02kFVwlErhKJKrbxgaGGNHaC4M9WyFgzx+IbICduj4bMAg9XVwx6a/fkZxfu3XhDSkiKRHLTx7H5wMG62wj8Mo4WVhg2r6/0NauGc4lxAsdp1YKZDJcSErE8wa2uHei8t2k0lecghMAy2aWsHKzgbGzJRTNTJDlJMaFZlxWR/Urr0S7irf0WEqhKTo2Yp/guKJWVQ96irZt4EDC+eyzzzBnzhwMHDgQ7dq1w61bt9C6detyx9ak0PPOO++gbdu2GDhwILp06YJ79+7ByspKbcyZM2ewZcsWpKamqs1WsLS0xOrVq8uc08vLC5mZmXjllVfQs2dPSCSSSl8IVvdF6JIlS+Dj44Pjx49DqVRi1apVZZbtPdGhQwfs2LEDSqUSDx48wMqVK8stAjztSZHpyd/L+13zp59+wpQpU1T9Yzp16qRaqvasmvw7lFdEe/XVV8sda2xsDGNjYygUCiiVSnh5eeHBgwdlxj158f/bb79h2rRpWLFiBTp0qLiHXU1m/1R3rLe3NxISEiqdSfW06hZUxWIxlEol2rRpg3Xr1sHd3R3p6ellxn333Xd48cUXIRaLIRKJIJVKsXv37nKv/eGHH2LevHmwtLSESCSChYUF/vrrrwqzVrco9Ntvv5X7+PL+fd9++21kZWXhs88+w+TJk5GdnY1vvvmm3Md///33WLlyJWbOnIkWLVrg9u3b5c7Emjx5MjIyMvDBBx+gT58+KC0txccff1zuOb/77jtMmzYN0dHRMDU1Re/evSv8+gaqX8T68ssvsWHDBuzZswdKpRIvvPACZs2aVe45a/K9e/bsWWzatAleXl5qBarylqfWZAlhbXHXOdJ6Kfl5GL1rGzKq2ViuujaMHIvBLVth8LZfcS8rs17PXZ+W9x2AVztWXbnWRX/fu4M3D5c/HVab9JZbIendoFo91szKFNf+4wOlHouRVH8MRCIY6uujqJxp6aS5lvoWYkbL8nucNITjaSMx/7Q7Sqr5DqmeSIQPe/fDtI6d+QYK1ZupU6fi22+/xbZt2/D9999DIpGgZcuWCAwMrPKxCoUCpaWlqiLJ0zZv3owZM2bUKEtYWBiys7MxfPjwSnuo/Pzzzzh27BiUSiUGDx6MWbNmqWY4PSslJQUikQgODg4VXjc/Px/vvvsu9u3bBwAYM2YMvvnmG5iZmZU7fvz48WjXrh3eeustiEQi/Pzzz7hy5Qr27NlT4fmVSmWlzYRr+u8QFBSk9jmoqIjWp08fHD9+HDNmzICjoyNcXFywcePGMr182rdvjxs3buD1119HQEAABg0ahE6dOiEqKqrc8/bq1QuffPKJ2uyfDz74oNxlj9UdO2zYMFy4cAHPP/+8WiHgjz/+KDfDwYMH8dFHH2HgwIFYvXo1bt26haVLl5b5dzhx4gR8fX2Rnp6OOXPmIDs7GytXrlTleZpMJsOtW7egVCrRtm1bVYGoPKmpqbh+/bpa0ezZvk9P7Nq1C8OGDcP9+/dVRaFvv/0WAQEBauNeeukl1d+Li4sRFhaGnj174ujR+tk1tbS0tNq7t8lkMhQXF1fZBLuwsBAKhUKtp1R51q5di1dffRWRkZGYMGECSktL8cknn2Dx4sXVzv+s8r53165dW26W0NDQcs/Rt2/fMvf5+voiMjISPj4+qu+Vfv36lbtMt7ZYaKImISzuIabt+wv1+cUc+OIkdG/ugiHbfsVdDS406YtE2DLuRfi7ugMANl26iL7uHmhtaytwMuEplUpM3v07IrR8K/a+BRZIWBZS9cAKGHzWB7fMOauJ6pe3vQOi01KFjkE1MLmNDJ91+qVRrylX6CG52AMPijzx+/2OOBpb9QzhV3w64j99B8CgghfWRACwZ8+eMg2gv/zyy0ofc+bMGWRlZVVa6KmssTQAxMbGwsPDo8yOWk/UZet1uVyOYcOGqfUYqsjVq1cREBCg2hWvefPm2LlzZ523XgeAtLQ0LFiwAMeOHQMADB48GN9++22ZXdp+/vlnTJgwATY2j/v2ZWRkYM+ePZg5c2al56/q3+GXX34ps8NZefcBQHR0NDw8PFBYWIgPPvgAWVlZ+PDDD9GpUye1cfPmzcOJEydQWlqK69evIz8/H4MHD66wP9DFixfLnf3j6+tb67Fbt24t91oVLXmsbwcPHkTv3r1Vs/SysrJw5swZjBo1qszYihqMP2lK/TS5XI59+/bhxRdfrHGm2NhYfPTRR+XOFPrhhx/K3CeRSNC9e/cyMxhv3LiBgIAAZGRkID4+HpGRkfjjjz+watUqtXEDBw7ERx99hH79+qnumzVrFn7++ecy1+revXuZ2UDl3VeeyopYSUlJqt3mnmTasGGDqp9YXaWmpkIkElW6q+KT59GvXz988803cHFxQbdu3co0b68LFpqoyVh34RzWhlfcXLEm2to1Q+CLkxBy/y7+79jfGr+7kkRsjH2TpsDGxARdfv4eIpEIM7t0xbxuPWFSyTsVuuBqagrG/b5D6Bh10j9JjLgvy3+Xojo83/JHSGvN7TdG2qm7swsuJFXcZ4Q0z8gWcnzbvWxD38aiVAIHkl/C8guOVfZu6uPWAj+MHANTHf8/jMq3cOFC3Lt3D5GRkXj55Zfx559/YvDgwaptyJ8WERGBtm3bql7w5ebm4vbt2+XuorZq1Sr8/vvviIuLQ9++fRESEoKBAwdi7969qjGjRo3CoUOH4OHhUebxIpEI9+/fB1DxcjOlUgmRSFRhk/FBgwYhODi4whlMT3Tv3h3vvfeeaobIX3/9hVWrVpW7G5Wvry9mzJiBgICAMksB66K8GUGVzRJKTExU9bzx9/dH8+bNyx3XpUsXXLp0qcr7akKpVOLKlSvw9PSEpaUl0tPTER8fX+kyxprM/qnJ2OrKy8vDBx98gGPHjkEkEmHQoEH4/PPPyxQvCgsLsXPnTty/f1+tAfazhddn/22USiW6dOmCy5cvl7l2hw4dEBoaigEDBuDy5cs4deoUfvvtt3KbwgOP+wOdOXOmVs+zW7du5X7djh49GqdOncLAgQMBPJ659fzzz+Pq1atYvny5WuGxf//++PTTTzF//nxcvnwZSqUSPj4+iI6OVjtn8+bNYW5ujv/+97+q2VYVfW09e79cLoePj0+FReZTp06Ve/+zS91Gjx4NPz8/VQH7p59+wpkzZ3Dw4MFyH3/+/PkyOxWWt9QwJiYGEydOVC1ZdHV1xR9//FFuY/iGmH31LPZooibjrW49cSczA4du36p0nLmhERb3eh6/Rl3Cw5zsMsfb2Nhi27gJOHT7Jj7851gDpa1fOdJiLA89jl/Hvoi+7h448eA+frx4AYdu38LH/QaiX4uyvwzpig4OjnihbXvsvVn+fwqazljfALkhd+t0Dr1bmUBrSdUDdYhfqhHCm0m5pLAOUgvyhY5ANTSpddmeHY1JJALGOv+JXywX43p65YWmU3EP8NeNaC4Np3IdP34cV65cQefOnbF69WosWbKkTKPqJ2bPnq32ItbU1BSzZ89GZGRkmbHVaSx96NAhKJVKnDlzBs7OzhVmrGimTFV69uyJsWPHYurUqWrLY55dsqRQKNSWIU2YMKHM7I0nVq9ejS1btuCjjz7C4MGD8dprr2HIkCEVLlGt7kyS8uYrVNSoeP/+/ZgxYwZ69+4NpVKJefPmYfPmzRg9erRqzMWLF3H+/Hmkp6erZcjJySnT2HnJkiXlXueJZ4ssIpEIpaWl+PHHHyESiTBgwIByi41PPJn94+3tDaDy2T9PCg9PioN37tyBRCIpU0grLi7GDz/8UGbGXEVL5+bOnQtTU1Ps2rULwOMZZHPnzsW2bepLoF944QUYGBjA19cXYrG4wuf0rCdNrstT3QbjT3Tt2hXnzp2Dn59fpdd8uoG+XC7H+fPnK10qHR0dDVdXVwBAfHw8Fi9ejAsXLmDQoEFqhaa8vDw8//zzas+tvGKfg4MDjhw5gpEjRyIuLg7vv/9+ma/jr776Cl9++SVycnLUZgUVFhZiypQpFWZ9egfB4uJi3Lp1C97e3mWKWPHx8WpFpffff7/MDLwn3nzzTfz999/o1KmTavafSCQqt9A0d+5cLF26VFVACwwMxJtvvqmaOfWEQqFAr169YGtriyFDhiAjI6NaSwhrioUmajL0RCJ8O3Qkujo1x+enT0JWzg9OYwMDbBrzAqyNTXAvKxN7b95A/jP/cXnbO2DLlUv4PuJ8IyWvHw5mj38ZebH9czjx4PG7afG5OXj9wB4Mb9UG/+nTHw5VrC1uqt7188eRO7chlWtXPxk3Uws4br2DjMt1W/r38PRd+PT2wzUJl88BQI9HRkhbeQr9urgj9iU3PPh/9s47rKnzfeOfwx6C4gIVJ+Ie4ARFqah1b23VurfW1bpaR124qx2O1rq31brqrHuLCggqDhQFBzjYG0KS3x/8ki8hCQREAno+19Wr5uTNe55AgJw7z3Pf5mKkem4IiYnGxsycqOS89ccT+VjIaWTjp+8iCE6sQUC4bgEbW/3vMKCeEwaiX5NIJszMzDAwMEAQBCQSCba2trx+rflvpUwmUxnPMjIy0hh7rthXF2NpSBd+tHXuQHpiVW5QdIX88ccfymOCIKgJTfXq1ePKlSu0aNECSPd/atq0qcY9v/jiC7744gvi4+PZt28fnp6ejBw5khcvNCc3nzx5UmMnyY8//qjSSVKmTBkOHDigHJk6cOAAdnZ2GvecP38+Xl5eVK2aHhIQFBREnz59VISm169f4+3tTUJCgoo4aG1tzdatW1X20+YvpY0NGzawcOFCevbsCUCvXr2YM2eOVoFyzpw5Kt/fYsWKMWfOHI1CU8eOHXn58iVF/z+4KCYmBltbW0xMTNi7dy8uLi4AjBw5EisrKy5fvsyUKVPYunVrlqbsd+/exd/fX3l73bp11K9fX23dq1evCAgIyPZrYG1tzc2bN5WvEy8vL63igq4G4wouX77M2rVrqVatmopAmnnMLKOBvpGREQ4ODvz9998a9wwODlaKTJDeoRMYGIidnZ2aD5ORkRESiUQpWr169UprV6CdnR2XLl2iT58+BAcHq4lto0aNok+fPowdO1YlldDa2hobGxutX4PMXVm3bt3SOC4pk8l48+aN8mfl3bt3GkVbgLNnz/LgwQO19DlNREVFqXhi9e3bV6P4bGBgwIQJE5TfG2Nj4zzpwMuMKDSJfFIIgsCg+s442ZVhwsljvIyNUd5nYmDI+k7daFIuPelh/hetmdG8JUcDH7Hn/l3uvn0DgHOZsswpJJ1MGalVKl1xb13ZARszM6IyfFJy8mkgV0KCmdKsOQPqOmH4mflelLWyZmSDRqy5rR5JW1BpalycmOkXiIj+8It4SYoEs9/vUGFqfV6YFy6xLa8wkQqkGsgwlxkg35beRv3CNwTzB6G0HdqYs45SsbspF1QuVoyoN6LQVBjoXz0NE4L1XQbHX6ubkmojODqKyyHBn3VXrohmrKysSExMxM3NjcGDB2NnZ6f1QsnExISgoCAcHBwAePr0qda1FhYWSCQSnJycmDFjBvb29iQmJqqtEwQBBwcHIiIiKJGNJ2ZQUBCTJ0/G399fpYtF2+hc5u4Dbfj6+rJt2zalcPP06VOcnJxo0qQJoDlpKjExkaioKKKjo5WiiDZ06ST55Zdf6N69OzNmzADSv9ZHjhzRuJ9UKlXWCuDg4KB2gd+tWze6devGyZMntca9K5g7d26W92dm9erV+Pj4KNP0Zs2aRevWrbUKTZnJqvuna9eueHh40L17dyC9e+vGjRu0b9+eiRMnKr8Xfn5+3Lt3j3r16jFhwgSGDBlC7969tZ5TKpUSFxenFIMSEhI01lC3bl3CwsKy9fhZtmwZ3bt3p3bt2sjlch49eqQyFpoRT09PYmNjWb58udJgXFOnmwJtaXCZ0fX1DendR4sXL2bo0KEIgsCWLVsoXrw4UqlUrQtq/Pjx9OjRg/DwcObNm8f27dtZvHix2p4K0blIkSIcO3aMUaNGqY3XFS1alCJFipCWlpZrwRjSx1snTZqkdnzatGk4OzvTpUsXBEHgxIkTGmuFdDFXF5EJ0p/bgwcPlD5xjx8/1iq21axZk2fPnlGlShUdn03OEYUmkU+SerZ2HO03gB/OnsbvTRgVixVjhHMjWlSspLLOwtiYr2vX5evadQl495Z9D+5jVEg/Oa35/384TQwN6Va9Jlv9Veet4yWpzL90gQMPH+DZqg31bDV/4vSpMrphY/4OuMf7RO3x2QaCwDCnBpgYGrHOWz8dbaaGhrg+N+DFqhPk5SsxLiKOchsCiRtXlSgjzW+UPlUMZXIarntGsUblwdiAwFf/M/dPTZbw7I/rfNGoEs96lSfkM+huqphsTM0LkQhFTMDKhDRLQ1IsDEkyMyDOREasqZwIwzRSNPvkqiAmgxV8HKzl7P3SBxsD9TEhfXA8xArQraMJYJu/ryg0iaixZ88eDA0NWbFiBatWrSIqKor9+/drXDt37lzc3Nzo1KkTkN6to8nLCdI7RlJTU1m5ciUzZ87k2bNnamNKCiwtLXF2dqZz584qHRyZR7ZGjBjBmDFjePbsGcePH2f16tVUqlRJ63OTSqWsWbOGp0+fsnr1aoKCgggJCcHDw0Nl3W+//aZ1j8wcOnSIzZs3c/PmTXr37s3mzZtp3Lix1vW6dpLUrFmTBw8e8Phxum1F9erVtZqsly5dmk2bNjFs2DAEQWDbtm2ULFlS49oOHTpka8quICYmhlmzZil9jNq2bcvChQs1CmkKkUnx76z+huWk+0cRD6+gW7duLFmyhKVLl6rUr4iPNzIyIjExESsrK62deJDuw+Pi4sI333yDIAjs3btXo3H4nDlzaNq0KU5OTlmm2bm6uvLgwQNu3LgBpKflafPsUrzeihYtqpM5vSLZTJsR9fv377G0tMTCwgKA69evs2/fPqpWrcq4ceM0CiLbt29n4sSJrFy5Ekj3Ydq2bRsSiYTt27errB0wYABVqlThyJEjJCYmsm3bNmW3X0Yydh0ZGhqyadMmjaKloaEhcrkcqVSq9TWdmYzeTYqxwLg49b93AwcOxNnZmYsXLyKXy5k0aZJaiIBixLBZs2Z89dVX9O3bV+V7qyn9b9GiRbi7u+PsnJ7c6ufnp/X317t373BycsLNzU3l95e2Mc7cIJqBi4hk4uTTQL49odmMrSDT3sGR1R06Y2hgQMC7t3TZq57eoEAAlrVpR+9adfKvwALAq9gYll+7wrEnmn28bMzM2NKtF+Wti7L97h2OPH5EcHRUvtVX3sKKstufEn417xIfMlOhYSWu97fTSUT4VLBPMcZ0xpVs15mYm2A/rDFnHNLgE+1uKikxpOrax7wPzt6rx8zSFMviRTAvbolFleJE1LLmTvFUJBleOyXNLQhPUv+0X0QfyEGDPH2pewDlTNRTgvTBk/i6dDjRLMePOzNgCA7FxSRVEXXevHmDIAjY2tpmuS4wMFCZoNauXTtld9OHMH/+fI3HM1+0KgyFFTHicrkcDw8PrZ0d48aNQyKRcPXqVR4+fEh0dDRt27bVaJasK23btmXYsGH07NlTJw+fNm3a4OHhodJJcvbsWU6fPk2jRo2U5tG3b9+mdu3aWFhYsG/fPm7dusX333+v0bsqKCiIb775Bj8/PwRBwMnJiZ07d2r8Xuhiyq6ge/fulCtXjlGjRgGwadMmXrx4oYyDV9CzZ09q1qzJt99+iyAI/PXXX/j7+3Pw4EGNX4MbN27Qs2dPateuDaQbLR86dEjZMZaRevXq8eeff9KsWTPlY8eMGYO/v7+KAXf79u3Zs2cPK1eu5MqVK5QoUYK4uLgshZyTJ09y7tw55HI5bdu2pX379mprGjVqhIuLCw0aNFARRTKLUi9fvlSO9F27do07d+4wePBgjQJaTEwMM2fO5Ny5c9kKeIqvT1ZG1C1atGDz5s04Ojry5MkTGjRowIABA3j48CGNGzdWGanLDbomFaalpfHbb7+pCJMTJkxQG8UDmD17Nv7+/tn6pSnIGBBgZGRE1apV8fT01JhUmJEjR44wb948FVP2Vq1aaV0vCALnz5/XeN/79++5efMmcrkcV1dXrWJufiQgikKTiIgGnkVF8u/jRxwNfMTz6CjKFClCWHzBN74dUt+ZOS1bIQgCm+/4sOjKRbT9gI9u2JgZzbXPhX/K+IaF4nn5IiExUXSvUYsOVasRnpjI44j3vIqNZWyjJlQqZsPya5fZ7OdLmpZW6bykiUlxYmdeQJIHo3LZUfXL2pxuX+SzGRVzijYhbp7mJBBNVGxShSc9y/HS7NPqbrKQCjTe9opXd1/meg+zImaUb1mV+Do23LFNI8FQTnnroipjyiL5j2NRGXvb3sIvyoHh50qiEJwmOSUzoZrmN5P64NfAsazxy/nv04H1nJj/ReuPUJFIYeXu3bv079+f169fIwgC5cqVY/fu3dStW/eD9u3YsSM7duxQjsOFh4czZMgQjh07lus9mzZtys2bN2nWrBl79uzB1taWWrVqKdPpMqMQJpydnZUXnvXr11fx6oH0C/tFixapJY3pEr2eHaGhoUycOJELFy4gCIIyAr1kyZI8efJE+XWuX78+vr6+PHv2jI4dO9K7d298fX3577//tO4dHx+PXC7P0ni4Tp06SlN2Pz8/pSm7Ji8fhYCX3bF3794xceJElQS33377LcsI+KioKJ26f65cuUL//v2xsLBAEAQSEhLYvXs3zs7OHDhwQHnxruiOkcvl7N69m6ioKK1CT06oV68ed+/ezXZdgwYNuH79OhEREbi4uODm5kZaWprGbkBdBTwFrVq1YuTIkSpG1OvXr1cKqrVr11b6SHl6ehIYGMj27dtJSkqicePGauNrCnTtbNM1qXDixIkEBQUxcuRI5fOqXLmySkdaxueUmaxEnuy4efMmw4YN48WLF/Tr109p3P369Ws8PT01GnznFD8/Px48eED//v2Jjo4mKSkpy5HKtLQ0jSJbXiCOzomIaKCKTXEmuzRjUlNXQuPi+PXmdQ48zN5kT99s9b9DGSsrRjZozDDnhpSztua7/06QrMH0MlX6+cbdNyhTlgNf9UMik2GS4ZOf9lUdVdZ1cKzOsSePCdXQ9ppXmBoa0izYgJCVeTsqlxVPTwfQvmQjTjb5PP4EFI2X52BQB0JuPcPq/mvaDG3E+9KGmKWAWYoc4xQZVypLC2U3mKFMTvMjkTz7AJEJIDk+mScn7sMJsDcxomIzB4RW1rwUQw31Rk+HNJY0Ooqh/B3uJfy50qM53U7UwsRAYFz1k2j9tEEP2JrF8UMjU0qYxlPcNAYLw0T+ft6YI0/jsyzzwMMAprg2x9pUN58KkU+fESNGMHfuXGXq2j///MOwYcM0dv3kxCMpNDRUxXOpZMmShIaGaq3j4MGDahfBmUfn3N3diYyMZPz48TRq1AhTU9MsfXky+7FIpVKNvjxfffUVgwYNYtiwYdmO9oSHh7NgwQK1WrWJUmXLluWff/7ReF9GMc/Q0BBDQ0NOnjzJ2LFj+f7773F2Vk2K1BYFryDzyBDkzJS9QoUKhIeHKzs3wsPDVTpLFBgYGLB3716VY1mZWwPY2Nho7V7JSIsWLQgKCuLx48fI5XJq1KiBiYkJoNohsmTJEmbPno0gCMr0Mk9PT2bPnq2yX58+fbIc68s83tS8eXPu3bunk9BqZmbG8ePHGT16NLNnz9ZoLg7pPzcZRaXff/89y/2zM6LO2El348YNvv76ayB9nFCbZ5q2zraMQlNOkgoBLl68iJ+fn3JUr3PnzjRo0EDj+XPiJ6VAYfSdUfytUKECAJMnT2b8+PG0atWK/fv307RpU7p378758+eVY5WZ+euvv+jduzfFixcHICIigoMHDyqFsoz8+eef/PHHH8THx9O/f38iIiIYOXKkRmFMIUZFRETw8uVLfHx82Ldvn9bkytzweVxliIjkEkEQKGdtTfUSJTEzMtIo2BQ0lly9jK1lEbpWr0k7B0d29/yKkUcPEZGk2ikj+YyFJkj/3ppk88asvq0dR/sO5PvTJ7gUEpznNZS3sKLMzqe8uPw830QmBYG7vWlYtSU+xT/9JDqzmJz/3KYkpvB8bXryT8ZeRo9+jTjZtJD96ZTL+fJiMoGXA/N027TUNIIuPoaLj2k3phn/VZem59eL5BtLm8fSq9w/CPL/dd+VMb7GlW6hREjKYSjXbDasL/pVUB/pbmxzmdHV6rLobnuuvorV+LhEiYT9DwIY7pz1+IHI54NMJlOKTAC9e/fWeoGUE48kmUym8gl/amoqKSkpGtdOnjyZoKAgfHx86NevH/v376dt27Zq6xTCU//+/WnRogUxMTHUqaPduqBevXrs2rULuVxOcHAwS5Ys0ZhMZmxszLRp07Tuk5Fhw4bRvHlzTp06xcqVK1m/fr2aIASq0fOayCy6pKSk8ObNG44dO8bSpUuBdGEsIwpvLE0IgqCxs0sXU/bp06cD6abO9evXV6bBHT9+XJmWl5Evv/xSrbtF07HWrVtz7tw5NQ8nuVyOIAhaTdyNjIwoUaIEaWlpvHmTHjCkEBgUHDx4UE1U0nRMU7JdVnh5ebF582aqV6+uIlRmFhJTUlJISUnhzJkzTJ48Ocs9dRXwFGRnRG1mZsbdu3exs7PjypUrKmluSUmau/l37Nih7Gw7cOCAsrMtIzlJKoT076NMJlPWJpfLtSa+QXqSYsYxux49emhdu3XrViZOnIixsbFy/4yvmaSkJMaOHQuk+2qtW7eOP/74I0uheN26dcquMoASJUqwdu1ajULT+vXr8fLyUo5wOjg4aH29fvvtt6xZs4YJEyYA6d1fgwcPFoUmEZH8ZkSDRrRzcOSni2c/iuCQ10w7c4qSFpY0K18BJ7sy7O/Tjw67tpMi/d8F9+fc0ZQTbMzN2dS1J2tve/Gr1/U8aw5oYlKc2BkXiIjSX2JXifA0KK630+cbBpHJ2S/SkcA93jRwdMe3uOYLj4JIBz8I/Nc/23UfwtM/r9OhXyNONjb8ZP2tChIWRnIOdHiGo7nmhFRTnlPW+ON5veU1jkXuMaueQIdXrlrX7PC/w5D6zp9daqqIZurVq8eVK1eUZr9Xr15VmjZnJiYmhq+//hpPT0/q1q3L+vXr8fDwYObMmWpr27dvT9++fZUX4b/++qtWoeTcuXP4+/vj7OzMypUrmT59usYEs6NHj9KiRQuKFStG+fLllWlX2sSEVatWMWXKFMLCwmjatCldu3ZV65JS1Hrq1CmNnj2ZefHiBf/++y+7du2iS5cutGvXTmOqW1Y+OYIgqAlN3333HTVq1KB169Y0aNCAoKAgtfGy589z/rtIF1N2S0tLIL0jKmNXVOYL8LS0NFJTU5HJZCQlJSlFhZiYGI2Jgjt3pgvi3t7eOtebncBw5swZTp8+TWhoqFIgU9Sgicw+OdmNN+ma+NavXz/s7OyoVq0azZo1IywsTGnOnRltAp6i/syvyeyMqJcuXYqHhwfx8fGMHTtWaTZ/6tQppY9TZnTpbMtJUiGke7S1a9eO4cOHIwgCW7du1fq4BQsWcPjwYeVI26JFiwgICFATBhUsXLiQW7duaX0+mQ3Py5Qpk203oiYRTFv6oYmJiVpnlLbXTVxcHG5ubsrbgiBo7SzLLaLQJCKiI+WLFmVz154cf/KYBZcvEK7hj1NBQSKTMeb4Ef7u3ZcaJUqy8Y6PisgEkCIKTTpjIAhMaOKKk10Zvjt1gsjk3ItDpoaGNAsxJOTn/BuV04bh+2SoZqLnKj4ycjkxd8PydMu01d582bc+V6rKSTIsQHNJGmgdZEjgtmv5cq7APd60j67DuTZFVAzDRfKWmjZy9ra5iqWQ9ThKYaOq5V3sLD14k6D59+uL2Bjuvn2Dcxl1k2GRzw9fX1+2bdtG1apVAXj69ClOTk5Ko+aMnRyKiycrKytCQkKwtbUlJCRE476LFi1i8eLFfP/990B6bP2MGTM0rjUzM8PAwABBEJBIJNja2mpMEJszZ47SDBqgWLFizJkzR6PQJJVKWbhwIevXr2f9+vVZfg1at25Nt27dMDQ0xNTUNMuOG8UYl6mpKZGRkRQrVkxp2pyRnI4KjRgxQkVcq1y5stJ0XRNSqZSQkBCV8T1No3OKji9LS0s2bNigcS9NSWGaWLRoEfPnz0cQBKU4BekdL1OmTFFbr/CzsbKyUo4rKQgKCtJ4juwEBhMTE4oUKaJWQ5kyZfjxxx+11q7reJMi8S07Zs+ezfjx47G2tkYQBKysrLSOSGYn4GWmffv2PHjwQKsRdcuWLXn79i1xcXEqYmSLFi1UBI+M6NLZpqBDhw7cvHmToKAglbG1zL5Hy5cvZ/369Rw8eBC5XE6PHj1UOoYy8s8//+Dl5aUU40aOHImrq6tWoalUqVJaXwOQ3uWV0Uw+821No6xlypThwIED9OrVC0jvsLKz05wcXqpUKQIDA5WdeDt27FBJj8yIkZEREolEufbVq1cak/8+BNEMXEQkF8QkJ7P8+hX23M/eeE+fGBsYUKtUafzfvlG7TwDaVqnKMOeGNC5bTowp15HQuFgmnDzGnTc5Fy8Uo3IRlwtGp0FlN0fO9v60k5zqxpqQ+JPuRuA5waqEFbZ96nLFUU6ijoKTiVTATC4Qa/TxDeabvTHh3bIrWbaEfwwqN6uKV89SxBuJby/ymv7VJcxzOoKBPELfpXwUfvT7nv2BCVrv39K1J+6VtI9uiHw+XLp0Kcv7M154T58+nR9++IFTp04xadIkpUeSrl0g2vDw8ODYsWNMnz6dyMhI7OzsuHbtGjdv3lRZlzF1TIEmc28FrVq10knwqVq1KkuXLlVLGqtYsaLa2oEDB/Lbb7+xY8cO1q5dS9GiRXFwcFDzLMrI27dvCQgIUBGFNPkV6WrWfPLkSUaMGEFERASWlpZER0dToUIFjR1PirS7zGzevFnt2OvXr/n222+VQoyfnx8XL15UGw0bO3Ysf/zxh9bnm5kqVaqwa9cuXF3TOy337dvH1KlTefHihdpaFxcXvLy8st3T399fqyeSJlq1asXChQuZMGECd+7cQS6XU7duXaVx9owZM1i2bJlWTyeFl9Pz58+pXLmyVr8sTWJfQeD+/ftUrlyZxMREZs6cSVRUFLNnz8bJyUlt7bhx4zh16hROTk7KnwdBENT8rHKCrkbzCvFrzZo1WFhY0L9/f5URRoVQlZPfWwoePXpEt27dlCOpJiYmHDlyBEdHR7W1T58+pX///gQEBFCqVCksLCw4evSoxmTHnTt3snfvXu7evcuwYcPYvn07ixcvpm/fvlnWmBNEoUlE5APwDn3NrPNneBJZuN/017O144fmLXGx16x6i6jyNj4ety1/Ic3Br88mJsWJnXUBiR5H5TJTonwJbk1R/0P1KdHhcgqBB+9kv/ADsCphRenedbhWDRK0CE4lUw1p9DCNt0cfYF22GK/6ViLI4uOl2tWPNiFlyQ0kKfpJzitbuxyPBlfivYnYOZk3yPm1ZQyd7A4gUPC9AnPLkdA+TLmqfZ63iLEJqzt0FsUmkVzz8uXLLD2SdBUtIF2IKVasGDKZjFWrVhEVFcXEiRPVfHlatmzJihUrlKN9Xl5eTJ06latXr2qsYdWqVUgkEoYOHaoSqZ55xEmRZpdTrl69SnR0NB06dNA6trN161bmz59PREQEjo6O+Pv74+LiolazNrPmQ4cOqe3ZoEEDDh06RPfu3blz5w47d+7k3r17Gj1h1q5dq/x3cnIyBw4cwNnZWeW4gs6dO9O3b19WrFiBv78/aWlpODs7q4kBkP79vXr1KoIg4ObmRtmy2jskb9y4wcCBAxk5ciQvXrzgxo0b7Nu3T9lFl5Hly5dnKTBkRBcDeQWNGjXC29tbJYEw47+PHj1Kly5dso2q79y5M8eOHdPosZTZJ2v//v306dNHxVg7I5pEREgfgZs8eTLPnj1DKpUqO+wye3blBl2S0RwdHbl3756amX5mNIlyRYsWxdXVlSFDhqh09QwfPhyJRMKYMWMQBEHZXZdZ8FR0NmaUVRS38+JrIJVKefz4MQDVq1fPctxOJpMpTemrV6/O4cOHld1Qmbl+/TpHjhxBLpfTpUsX5ShyXiEKTSIiH0iqVMoGX29W37pRqH2P/ujUlXYOn7bokJeMO/4vp4KeZLvOxNCQ5iGGhPx8We+jcpkRBIGQn5t+smNO5lIBh3l3SIrLO4+mrLAqXoTSvetyrfr/BKfq8SZUuRXDs5P3SZP87/eDgYFA1Z7O3G5qTrjx/44byuRUTTKlbLgMiYkBV8vk3KzdIcEYyxU+JETrd7y3ZIUSvBlbixBz/YhdnwpFjOQc7viESmY5T78pTAQnVmf4lU6ExGjvaAIwFAT+6NSVNlXUL/ZEPh/Cw8OZP3++WpKcptGT69evK81xFSgupjOTE9Hi0aNHWY7JKLhx4wY9e/akdu3aADx8+JBDhw6pjMxkJOOFblYXq0uXLqVYsWJ89dVX2YobOaVevXpcunQJDw8P7ty5w+XLl9m+fTsbN25UWVenTh2lWbOfn5/SrPnvv/9W27Nhw4b4+PiodIS0bNmSy5ez7zpOTEykd+/eGs3KsxNjFBw5coThw4crx7SuX7/Opk2b6NKli9bzent74+rqSunSpQkICFDzn1Kg6/dMm4H8pk2bNO7r4uLClStXaNq0Kb6+vrx69Ypu3brh4+OjteYPZe7cucyfP5+hQ4eq3ScIgsauMoBq1aqxevVqXF1dVYSQjKOCOSUgIIBvvvlGp2Q0XV9L3377Lb6+vvTr1w+Av//+m4YNGxIYGEi1atX4/ffflWsTEhJYsGAB586dQy6X07ZtW+bMmfNBzyk3HDlyhEePHjFjxgxCQ0OJiIjQKWEQ0k3dNXXh5QeiR5OIyAdiYmjIt42b0smxGrMvnOX6S/38MH8IJcwt8KhURd9lFCr6162frdBU3sKKsruCeHHpWYETmSDdYLB8qjHPPlEhoGmYES/zSWQCiIuMJ+6vG1QtbkmZzrWRBEYQ7BWEpqw3mUxO4D++2J4yo3GPupAiJflJBGEPQpGkSHhBuhjVYHZLpfG4sZRsRUG7FCOKr7tPpJ5FJoDwFxHY/OxHkcnOBFh9+umGH4P6JWXs8LiMBY/1XcpH5WFcAwZfcCMyOWuRCUAql/MqVnM6ncjngyJF7b///ssyRQ3SPVpGjx7NtGnTkEgkTJo0iZs3b2oUmt68ecOAAQNYuXIlkO5joq2Ton379jg6OjJ+/Hi6du2q1YLA1dWVBw8ecOPGDQCaNWumVbCQyWRcv34dFxeX7L4ESjPzcePGaRU3MienKcguQc3Y2BgbGxul103Lli354Ycf1NbpYtaccU8Ae3t7jh49SsWKFTX6RGnC3Nxc675GRkYqnSRRUVEazZLnz5+Pl5eXsiMpKCiIPn36aBWaDhw4wPfff8/27dvx8fHB3d2dffv2Ub16dbW12syZM6OrgbyC8ePH06NHD8LDw5k3b55yvElBRmNxTSg6pbT5GinIKE7Onz8fgC1btmT7fDJibW1Nu3btcvSY7Bg/frzOyWjNmjXjq6++om/fvirCa+Zxz7t373Lx4kVMTU0BGDVqFF26dOH48eNqI3mWlpa5SmFTGNAr+BDxd968eUrvqRkzZiAIAmPGjOHaNd38NzP3FDVu3DhLuxRNYn1uEYUmEZE8olIxG3Z0783k/05wNPCRvsvJEb1q1sI4m9QDEVWqlcja20iRKhdegEblNFEqTuCZefbrCiOGV0P1ct74yASebNftD3VyfDKBO25rvE8mkyNb60uHFg5E+b8mISIei/GNuVlas2hjlWZA1a3PCHsdleva85q4iDhMl9ykyfdNuVVSFJtywtBaqfxY9zAG8oLz/fxYFDd5T4pUd9+yYtmMRoh8+uiaogbpF05DhgzhwoULvHv3jiZNmnD9+nWNa3UVLQCePXvGoUOH+O2335g8eTJjx45l+PDhlMj0/kDRPZXxgnfFihVMmzZNbU8DAwMmTpyo08WeLuJGTpLTMqIwF1d0qVSsWJHw8HC1dTkxa540aRJRUVF4enrSt29foqOjtfpkZRRQpFIp3t7eWn2E+vTpw5gxY4iLi2Pr1q2sW7eO4cOHq62TSqUqY28ODg5Zfg0XLlzI2bNncXR0pF+/fhw7dox27dppFbwge4FBVwN5BQMGDKBKlSocOXKExMREtm3bpjLepGtnjcKIXNMgU2ZxUlPXWEY0+XQBdOrUKcs0RQXJycmsW7dObXxQk5dSTpLRFGOkq1evVlmfud53794pzfEhXQB99eoVJiYmSvFp+/btWT6HzAbjCm7dusXw4cN5+PChytf6Q0bnDh8+jI+PD40aNQLSzcHj4uJ0fnxmUennn38G4NixYwQGBjJs2DAgfVw2J/5huiAKTSIieYggCDQsU5YTTx7nyL9H3/iEhRKTnExR8c27zsSmaI63NzE0pPkLQ0JW6D9VThesY6RQWt9V5C214kyoeDOaQC/N6TCFibiIOOIO+ylvJy6+TLvhLvxXWw4G/3uFmUgFmux/Q/BD/YhrWZGSmIJkyVW+mNScixU+ze65vEXOH19E0qb0IQR54R3Hzgm2pi+Z6JTEktu6vS2dduYUv928QaViNlQuVoxKxWyoVMyGxmXLYZ7H8cwiBRNdU9QAihcvzqBBgxgxYgRFihRh4sSJygvKzOgqWkC6KNSrVy969erF7du36dWrF/PmzeObb75h/vz5Sv+fZcuWceHCBX799VcSEhIYOHAggEahCaBmzZo8e/aMKlV06zTPStzQZAyuoHnz5lq7Ijw9PYmNjWX58uWMGTOG6OhojZ4969atIzU1lZUrVzJz5kyePXumEmmfEcWoUsOGDXnyJOuO8IwCipGREWPHjtXqMzNlyhT27NlDdHQ0J06cYOLEiQwYMEBtXenSpdm0aRPDhg1DEAS2bdumkoqWGS8vL5XOmM6dO2u9ENdVYLCysiIxMRE3NzcGDx6MnZ2dVuFEKpXi5OTEvXv31EY/FeiavKdrxxWki6Da0CTcKFi3bh0REREUKVIEMzMzrV1zI0eOxMrKisuXLzNlyhS2bt1Ky5YtNe6Zk2Q0XRMT3d3d6dSpEwMHDkQQBHbu3Imbmxvx8fHK3wtHjx7V+Ny9vb0JCQnRKjRNnDiRjRs3MmbMGC5fvszvv/+OubnmT3N1TWA0MzPL0pMJ0OqnJZfLSUhQ7RRWGI7PmzeP8+fPK7+2nTt3pk2bNlmeJ6eIHk0iIh8B79DXTDx5jDcJ8fouRWdqlCzF1m49KW1ZJPvFIviGhdJ7/x4MBYHWVRw4HfQUewsryu0KIvzSs+w3KCBU+6oBJ5uZZL+wAFI61Qjnp1LSLAxJNjXAUCrH6NIrQm4XjFS/j0nVNrW42qEoCYZyBJmcdv/F8+S/AH2XlS3FfmqJT3GxsykrjnUKpoblf/ouI9+RyIzodn4ygZG6f1KbmS8qVWZ1+84ER0fxJDKSMkWK0FQMufgkyUmK2sSJE7l27Rr79u3j4cOHjB8/Hk9PT41iBMCePXs4fPgwcrmcrl27al0H6eNX69atY9++fXTu3JmRI0dy9uxZdu7cyd276cnEqampfP/991y7do3Y2FhGjx6d5chThw4duHbtGm5ubipm4Jk7Pj60e6J8+fK8fPlSp7V5hS7x8x+LoKAgvvnmG/z8/BAEAScnJ3bt2qVV0MuJMbyLiwu//fabmsDw/fffq6x7+/YtNjY2SKXSLA3kFXTo0IGDBw9qFSsUxMXFMXPmTM6ePYsgCLRt2xZPT0+srKw0rs/L0S4FISEhGo9nFjsVHl316tXj7t27xMXF0bt3b/77T/3vXk6S0aRSKWvWrOHp06esXr2aoKAgQkJC8PDwUFknkUj4888/uXjxInK5nFatWjFmzBitgh/A48eP+fHHH7lz5w4LFy7U+jtBkw/ZF198wcWLF1XW5SSB8euvv2bChAlMnDgRb29vFi9ezMOHD9m1a5dyjSY/rYxoGoN0dHTk7t27ytdWYmIi9evXz1YEzgmi0CQi8pGITEpkyumTXAoJ1ncpOlPBuij/DRiCaTbJDiJw/eULjj58wKAa9ahZoSzTtv3Dg6lHSY3QvzdOTqjSohpnemlPeSrIGMjAaekDYt59nn4tNmVtsKlSElmajOBC0r3l4F6d0z1s9F1GgWZQjVTm1NvxSafLaeNdij2JUktKGL9l54s+rPTR/Mm1rhgZGPDLlx3pVE3dU0Xk0yG7FLVRo0axevVqZbfCixcv6Nevn8ZunlOnTtG+fftsj0G6R1NgYCDjxo1jxIgRKr5LderUUUbQA6xcuZLff/8dmUzGjh07+OKLL7Q+n+wSxBToKm5oQ5NJsK6ePwpevXrF6NGjuXDhAoIg4OHhwbp16yhfXl3gHTt2LP/991+W8fNZJZ4JgkCJEiXo1KmTSsfT0KFDNXrOZDStjoyMJDg4GEdHR+UImTYRRkFOjOF1FRiSk5MxNTVV1iuTyUhNTdWalDZp0iSuXbvGV199pSI6Zk5+GzhwIBYWFowdOxaAv/76i7i4OLXuspyIk9qMtbV1HwEkJSVx9+5dBEGgbt26GgWyJk2acOvWLRo0aMDVq1exsLBQ+3nJiK7JaOPGjUMikXD16lUePnxIdHQ0bdu25fZtzfYEuvDmzRt++uknjh07xvTp0xk3bpzK2F1mFEmQX3zxBb/++iv29vY0btxYTUDKSQLj27dvGTx4MOfPn8fAwIAWLVqwa9cuSpf+sHGE2bNnc+zYMb7++msApVi+cOHCD9o3I+LVpIjIR6K4uQWbuvYkLC6OVJmUVKkUiVTK8SePWe+T+196H5MXsTHEpqZQShSassXVvjzvDgcwueNkek7uTKsa5fArZCITQOyLSKBwCk0yA7BtU42Y3bnzoCjsRIVGERVauPx7gi49pnK7Fjy3EEfotLH9kQn1Svame1n1zoxPndKm/xt9GuuwgVTpWFb76T7ykZk0mYyJp44Rn5rC13Xq5UWJIgWQjB4umvjrr79UbleoUEHrRfTMmTPVRCVNxwBGjBhBz549NY7yZLxo7tatG2lpady5c4fg4GD69+/PgAEDmD17tsYaFIJSdpHuEomEpk2bkpaWhpWVFbNmzeKLL77QWWjShELAefr0KZcvX6Znz54AHDp0iC+//FJt/cCBA+nYsSO7d+9GLpezceNGBg0apHGM6ezZszx48CDL+Pn79+/Tp08freLAu3fvWLt2LZcuXVIeU3jXQLqQc+DAARVj+H/++YfBgwdTpEgRUlNT+ffff3WKcc+JMbxCOCtRogR+fn7Y29tr7PDx8PDg5MmTFC1aFEjvROrUqRNXr17VuG9sbCx169bl4cOHymOaRLW7d+/i7++vvL1u3TqNY345Ge2aMmWK8t/Jyck8fvyYOnXq4Ovrq3H99evX6d27N7a2tsjlct6/f88///yDq6uryrrixYsTFRVFx44d6dChAyVKlKBMmTIa99y8eTPDhg1TGR1UHNN0fj8/P+X3vlixYipdWxmfS3YeUXFxcSxZsoSNGzcyatQoHj16hLW1tcYaM9K3b18iIiKYOXMmLVu2JC0tjQULFqitEwSBihUrKjv7BgwYoFXAs7W15dSpUyQmJiKTyVQExw/B09OTpk2bKju7PD096dSpU57srUC8mhQR+YgYCALlMv1iEoA7YWHcCn1FwzJlqV6yFHvv30VWQJoLE1JTKWWRv7GdhY2E2ERCn77h1JbzyGRyLu2/zq7gP7CrXJo14zfy8nHB88nRRuTLCIxkVUn7sMYBvRFS68PbvUXylxoBSTxvLL79yIqpV4tSvVN7alqe0ncpemWi4x9ULtKb9ylFSUoz5tc7Of87KQd+PH+GuNRURjRolO16kYJN69atOXfunFqaWnYpagcPHlS7sMzYnfP06VMCAwOJjY1VMUOOiYnRam7du3dvpFIpz549y9JnpWnTpsqEuOLFi3Pr1q0sk8YePHhA//79s410V4geWYkbWaXORUdHqx1XeP506NABX19fpbH5nDlzlN5SGYmOjlbxmpo6darKSE9GypQpk6XIBLolnrVt21bl9rfffqtye+zYsfTu3Vt529PTk2vXruHk5MTZs2eZN28e586dy7IOyJkxfL9+/XQSGBITE5UiE0DRokXVPHQyomvym1QqJS4uTtmlFR8fr7HWnIiTmcW+W7duae22A/j+++/Zv38/zZs3B9KFn++++w4vLy+VdcePH8fQ0JCFCxeya9cuoqOjtY5PrlmzRk1U0nQMUHttSaVSjV8DXTyiqlSpgrW1NYsXL6Zs2bJqQqA2n6rvvvsOgC+//JKIiAiSk5M1ds7lNIHxn3/+URmLVAjAH0rHjh2pW7culSpVypP9MiO+0xMRyWdql7Zlb++veZcQr/RD6l69JiOPHiYmJf+i2LURr0H9F1Flx/z9OHvUIcgvGIAGrev9///rUqKsTaESmmQyOfapJgSbFc7v+wPLFJo52vH2yRt9lyKiI2k2psDnYXL9IfQ8WYEbPZ0pZnBH36XoDUGArmX/Ud7+78VUHkbkzsNp8dVLxKakMKmpK4ER4XiHheJsV4Y6pW3zqlyRfGDnzp1AztLUJk+eTFBQED4+PvTr14/9+/eriRXXrl1j69atvH37VsUM2draWtnRkhldfVYUIlPGPTUlbCn49ttvdYp016V7Irepcy9fvlRJzytevLjGDh0HBweePn2qTHN7+vQptWvX1rinrvHzCnx9fdXEwXHjxnHmzJksazc3N1dJhlP4MQG0adNGqwl7ZjQZw2sSOGQyGc2aNaNEiRLZCgwymYyEhARl51hcXBwSifYO37S0NH777TcVkWHChAlqnVWDBg3CxcWFb775BkEQ2Lt3r9qoJejeeaWJJk2aMGnSJK33JycnK0UmSP9+Z/zeZa5BEAStXkfe3t7cvHmT8PBwlTHKmJgYjV1KAPXq1WPXrl3I5XKCg4NZsmSJxi4hPz8/pUfUhAkTGDJkiIowCVC7dm0EQdAommZliK7ruGFOExgvXLig/FotW7aMW7dusXTpUo3rdeXKlSv069cPAwMDXrx4we3bt/n999+1mvnnBlFoEhHRExlNtxuVLUfz8hU48TRQjxWl8yj8vfjGOwuCA15y8e9rSCX/u1D+b+sFYiPjmLh2BAHXHuuxutxROg6CC2vgoCBg1aqyKDQVIoLKGSAKTdkjkQl0PdmYc53DMZbnr2FvQaWVfRIPI3L/+DW3vdh0x5ukDEbEnR2r851rcyoXsyFVKsXIwAADDR0gIgUDxYhNVmlqmTl37hz+/v44OzuzcuVKpk+frtZRNHjwYAYPHsymTZu0psxlZtasWVy/fl3NZyUzOYlzB90j3XXpntD0dQoICNAqBimoWbMmI0aMUH4ttmzZQo0aNZT39+nTB0EQiI2NpX79+sp6r127pky1yoyu8fOQfjH9999/8+LFC9zd3Tlz5gytW7dW8yYCVV8pqVSKt7e3SleZXC4nKSlJ2Z2U+bY2I+yMaXYnT55k0qRJfPPNN2rrDAwMmDBhArdu3QLSu1W0GUt/8803fPnll0ovpT/++EOjIKTg+++/JygoiNGjRwOwadMmnj9/zu+//w6kj9ZFRkYyffp06taty7lz55DL5YwePVqjiKNr5xWkd9YpkEql3Lx5k7g47UK/hYUFZ8+eVSaXXbx4UeVrO3DgQHbs2EHjxo01dtkpvn6QbsTu7e1NQkKCSmeVtbU1W7du1Xj+VatWMWXKFMLCwmjatCldu3bV6HmkGBU0MjIiMTERKysrXr9+rbIms7eWrug6bpiTBMYjR47g5+enrHvUqFE4OTllKTS9ffsWQRCy9HGaPn06ly5dUopsjRs31joWmVtEoUlEpIBQ386uQAhNv3hdo6NjdSzEiGg15HI5ayduomxVO87tvqJy341/vfG/GIAktfAZ+Ja4F0OtRkV5YpmKJOsE1QLJfQdDCqtO9rlR3L44t81SSR8iFsmO0ASB0Vfas8ltLwK5T2P7VGhld4d1/nU/aI+MIhPAsSePOfk0kK7Va+IbFkqDMmVZ1qYdRloitEUKBr6+vsycOZNnz56pJJg9e6ae+mpmZoaBgQGCICCRSLC1tVW7sFQwfPhw3r59S0BAgIoopEkM0dVnJSdx7qB7pPtff/1F7969KV68OMbGxsTGxrJhwwZGjhypdW9Iv+DP7oJy06ZNLFiwgPHjxyOXy2ndujU///yz8v7OnTsr/51RfOnfv7/WPXWNnwfYsWMH3t7euLi4cODAAR4/fsxPP/2ktu7+/fucPHkSJycnqlatipGREWPHjqVXr17KNXfv3qVIkSIqY3CK24IgqBlhZzZEVyTC+fv74+/vr2aIDunC3LNnz7Qm2CmYMWMGdnZ2/Pvvv0D6mF9WqYYXL17Ez89P+f3v3LkzDRo0UKm1bdu2VKpUiQ4dOtChQwcg/ev3ww8/KLuBFKJRu3btePv2Lfb29kozfEtLS1JSUpRm+Qoy+vUYGRlRtWrVLEfnfv/9d3r16qU0O09JSeHAgQPK+xVpfRlfR9ro1q0bnTt3ZteuXTqnEhYpUoT169ezfv36LNflxCMqp+Rk3FDXBMayZcuqfG9MTEwoW7asxj0fPnzIV199pRzDK1++PPv27VMRiRWkpaXh4OCgciwro/PcIKbOiYgUEG69fkXfA3/ruwwAJjZxZbJLs+wXfmZc2ncdz76/YFe5NG+ea/aBKMwYGRtiV7MsFo4lSalQhNASAk8sUpAaFHxRwGP3O0JuqV9giBQsqvVw4qS7KAvmlLF1U/i+5nYEcm+M/Skgk4PLsUlEJn3cMfMvq1Tlt/adxATWAkzdunUZP348rq6uKklzmjp1PDw8OHbsGNOmTSMqKgo7OzuuXbum7LDJyLZt25g3bx4RERE4Ojri7++Pi4uLRrNmFxcXvLy86NChA+PGjaNixYp0795dTezKSZw76B7p7uTkhJ+fX7bHMuPs7MydO/k3kvv8+XMqV66s0iGTkcyeVpBu8O3t7U29evXw9/dHEARlopeCdevWMWvWLKpVq8ajR4/YsmVLnnjXGBgY0LhxY9q3b69R4FP4WGWkQ4cOXLt2DTc3NxWz5qxGJHWhbt263LlzRzkqJ5FIaNCggbJzrlatWlq/rhmT3CpXrqx2v0LIlEgkxMfHs3LlSo2jgTlBIpHw+PFjDh06hJOTE126dPmg/Zo3b64xHTIj165do3nz5ireahnJLBJLpVIMDQ2Ry+Xs3r2bqKgoBg0apJPZd25wdXXlxo0bKsd0SWBU8N133/Hw4UNl59uOHTto0KCB0iA94/Nr1aoVI0eOVAq+e/fuZf369RpF3hYtWnDy5ElatmyJr68vAQEBjBgxQq3WD0H8CyoiUkCoXao0BoJQIEzB1/vcpk/tOpSz+ji/dAsjSfFJrJ+6HeCTFJkA0iRSXt19CXf/N6bjaGqMXa2ymDuWIMnektclIMhcgqyAfdhv6lgcRKGpwBNXzRoonH5g+uSPe6ZYGg9gSNXrmPFU3+XoDQMBWtkbcSDrSYMP5vSzpzTZ+CflrK053m8gMrkcQ7HDqUBhaGioHCfKjr179xIVFcUPP/zA9u3biY6OZv/+/RrXrly5El9fXzw8PPDx8eHy5cts375d41pNPiu//fab2jpdRnUyMmDAAKpUqcKRI0dITExk27ZtGlPSNPUKaDOrzkhW3VT79++nT58+Kr44Gck8uqbLWOD48eM5fvy4SoeMIAjKjiJNXWgWFhZIJBKcnJyYMWMG9vb2aqbs69at4969e9jb23Pv3j3Gjh2bJ0LT2bNn2bJlC7t37+arr75i2LBhap0fmenbt6+aEKiJoUOHahwb27x5s8b17dq1o127dgwfPhxBENi6datKAmJGkTUzGc+T2TcsM2FhYXh4eKgJTVKplJCQkCzN7tu2bcuKFStwcnLi/fv3tGzZkqZNm7J7924ePHjAjBkzVNYHBwezbNkytW6e8+fPq9XVqFEjbty4oZZcl5GtW7fSvHlzFW81BZlHM6VSKe3bt+fMmTMIgqBxFPJD0HXcUJcERgUK4Thjeua1a9e4du2a2vOLiopS6Srs27evxvFBSDf4b9euHaGhoQwZMoRTp04pPfDyClFoEhEpIFiamOBYvASPI8L1XQop0jRWXr/Kqnaaze4+R3YvOsj7Vx9gDlJIkaRIeHknBO78zyyyhoUpdrXLYlq1BKcbG+q946lomgGvjmn+RE+k4CAIAvdLit5MueVnX3N+9vVgSM2WfFfHC0vh83zNtyoTxIEnH99HMC41hUfh7/nx3GluvHrJkb7fUMxMcwy4SP7TvHlz7ty5oxJjr4mNGzeyYMECXr16hSAI2NvbM2vWLOU4VGaMjY2xsbFRXgC3bNmSH374QWWNwvC3XLlyys6SjRs3Apqj53MzqtOsWTOVSHdNlClThgMHDijHxA4cOICdnZ3GtVeuXKF58+YYGBgoxTBfX1+VMSxIH0Xr06eP2giQtuemy1jgsWPHgP+JHUFBQfz7779UrVpVa8fLunXrSE1NZeXKlcoRycwmxcbGxtjb2wPpnT9ZpbflBA8PDzw8PIiNjWXPnj188803mJubs3TpUpo2barxMVn5LGWkUaP/JV8mJydz4MCBLF/Dy5cv56+//uLgwYMA9OzZk1GjRinvT0tLIzY2Vq0bJyYmJkuT8cyUKVNGZV/Q3ez+9evXSrP13bt34+7uzqFDh4iKisLd3V1NaPrqq69o3bo148ePz1Iog/SftbVr11KtWjWVTrGMfk4bNmwAdBvNVHQyKbqa8hpdxw11SWBUkJORU0NDQx48eKAUAx8/fqyxKw/Svd0cHR05deoUcrmc2bNnK0398wpxdE5EpABx4GEA8akpLL92Rc1HIr/pVbM2K9q213q/TC7/bAxTXwWGMrLu96RJxIvkzNjObMn10nrsUJHJ6XArjcC9PvqrQUQn7OtX4NJQzb4CIjnDsZic4+3+xkAeo+9S8p24tGKM8RpJtaISHItGUM7iPX88qIv3m9iPds4S5uaMbtiEfnXqYZnHHhYiOUNhJCyRSHjw4AHVq1dXuWDLeAG6detWli9fzsqVK5UdEdevX2fq1KlMmzaNoUOHqu3frFkzrl27Ru/evfniiy+oWLEiU6dOJTDwfx6ajRs3VnucIAiEhoYSFham5vmTcVQnY5y7tlGdVq1aaRR1Mnd8PHz4kO7duyvPZ2JiwpEjR3B0dFR7rJGREV9++SX79+9XJp41aNBAzatJ2/iRgsxjSLqMBWbseAkNDaVOnTo0bdqU4OBghgwZoiZE6EqtWrU4cOCAsrOrd+/eKrc1jeTllLCwMLZu3crvv//O0qVLtQpK2kbOtHUqKUhMTKR3795qX/fMPlGK56R4XSh8ohYsWICPjw9bt27FxsYGSO9qGT58OPXq1WPevHlZP8EsaNCgAYcOHVIzu8/cIZPxddSzZ086dOig9AnT9BpTvFZ04dKlSxqPZzSc1zY6qCDz62D27Nn4+/szcOBAFfFKkw9bTo38deWHH37g2bNnOicwPn36VM2PTtPaU6dOMXDgQJydnREEAT8/P3bs2MGXX36pXNO9e3cOHz4MpJvRK4zpPwZiR5OISAGiV810b4GaJUsz/N+DJOTg04i8xq2CelKJTC7HNyyU408e8zg8nN29vtJDZfmLXC5n7aTNosikhSI33kG3Yvl/Ypkct3emcPgJgY/C8v/8IjnGrISlvkv4ZHgSLXD6zZe0t9U8/vMpY2UUzS431RGJJs0uM+7Wt1x59T+xyUAQ6FPNHEGA6BRDolIEopPlRKekEZWcSqpU99/pEUlJLL56ibW3b9KvTj2sTU0JT0wkIil9lGd2iy/YfvcOyWlpyOVyZHKQI0cOmBsZUdWmBI4lSuBgUxxzMWjjg5g9ezaRkZFqpstBQUGUKFFC5diqVas4deqUSvdSx44dqVWrFl27dtUoNHl6ehIbG8vy5csZM2YM0dHRamNkmbt9IiMj8fT0ZOfOncyfP19tT13i3DMydepU5b+Tk5PZvXu3xk6DmjVr8uDBAx4/Tk+7rV69utYujbp16+Lm5oa7uzvHjx/H1tZW4+hdxvEjHx8fGjVqpCJyZL641WUsMKcdLwDR0dGsX79ebbwqo3CTmJioVo/itraRPF2QSqX8+++/yoQ3hXl6Vl1oDRs2VP5bl04lBebm5gQHB6sd//nnn7P0iVIwa9Yshg0bRvny5ZUC45MnT+jVqxdz5szJ9vxZoavZvYGBAa9evcLGxoZLly6ppKFlHneEdO+oV69eKbvRsiJzgmFERAQ7duxQOZ6xi0jTc8j8OlB4Pv3xxx8q6zQJNzk18of08dU3b96ovG4zd1DmJIFxypQp7Ny5U+XnW9va9u3b8+DBA27evIlcLsfV1ZWSJUuqrAkJ+d+EwoYNG0ShSUTkc6NJOXu2du/F0CMHiU/VT7dI8/LqQtPIo4e5EJz+C7tj1Wr5XZJeuH7kNt7/+eu7jALL80uPse3QjLcm+SfENX1vgvGBJ4SJAlOhQlYIExkLMnESUbBQYG6UyJ9Nf+c7o4mcDo6luJkpv7kF4Fr8nMb1cjkkSYvwz+teLLipuzl9TEoyf/rcUjt+9UUwEUlJ2T5eACoULUbV4sVxLF6S6iVL0rVaDY3dKyKaOXnyJG3btlW7AH3x4gX//fcf3bp1Ux6TSqUaR+QqVaqk1nWkwMPDA4CiRYty5syZLGtJTk7ml19+4ddff6Vfv348ePBA5aJOW4y7gozdVxnJfOHcrVs3jReVFy5cUHaLNGjQIMsOHkEQmDlzJhUqVKBly5YcPnxYY20Zx3ScnZ01+uZAejz7nj17dBoLzNixcf36deVzsbGxUZpcZ6Z3796UKlVKzew9I5oEmqxYv349ffv2pWjRonz77bfcvHmTVatWqQkH5cqVo0KFCgwbNkx5X1RUFFFRUYDmTqlvv/1W5fbYsWOVsfEAv/zyC9999x3Tpk1Tft2lUine3t4a99PVJ8rQ0JBt27bx008/qbwWsvOU0gXj/xfF7e3tOXr0KBUrVlSmmWVk5syZNGzYEGNjY1q1akW1aunXB9evX6dSpUpq6yMjI6lXrx5ubm4qr42suoROnz7Npk2blD//igQ7yN5/KjM5GUXz8/NTduxNmDCBIUOGqHxfM7N161YmTpyIsbGxUiAUBIF371S9XXNSw5EjR3j+/DkWFhbZrl2zZg0DBgxQSYXMTH7+vRGFJhGRAkrDMuX4oXlLZl84m+/nrl2qNCUz/UKTy+X4hL3G3MiILtVqEJeaqjRy/JTxOaNbe+/nikwmx+mpjP8+vENdZ8xPhPBSFJkKHbJUsSswLylqor+O14KIqWEKvzdaxdpiI+lT/l/KmgdrXSsIYGEUT//yO9n1eDJB0fEfdG5dRCYAORASE01ITDTnnqd/aCMAXavX/KDzf05cvnyZP//8U+34wIED1UZ6UlNTSU5OVvNCSUpKIiUlReP+I0aMYNmyZcruqPDwcGbNmqUSmS6Tydi4cSMLFy7E3d0dLy8vjaleusS464JMJlO5mI6NjaVTp04EBwfTsGFD5HI5v/76KxUrVuTEiRMaR/IUXUkDBgygbNmydOzYUWO3SUayen/36NEjAI4fP46hoSELFy5UGQvMSE47XiB9ZO3s2bx9/7t27VpGjx7NtWvXuH//PosWLWLq1Klqgp+ZmRnv379n2bJlLF++XKXzS9dOqcydSv/99x9HjhyhcuXKSvHFyMiIsWPHKj22MpJTnygHB4c8EZcyosns/tdff1Vb17NnT5o3b05YWBj169dXHq9UqZKKgbWCfv360a9fv2zPHxISwubNm9m6dSulS5cmODiYkJAQ5YigJnQxLwd4+/YtAQEBKus0ibk5NfJfuHAht27dokaNGtk+P11rqFixIiY6jmx7e3szd+5cWrduzbBhw2jXrp3az3FMTAwnT55ELpcTGxurNrapbXwvN4hCk4hIAaZXzdqsvuXF24QPexOcU5prGJt7HRdLbEoK7R0cWdqmHeGJibxPTKC0ZRENO3w62JQuqu8SCjwxp59ADYf0SKh8QBKv+QJBpGAjFTua8pTF3jY0ae9MMYP8iykv6BgZSJlUTV2EyGq9Uyk5QdEfr6bsWHbtCq72FShlmf1oaXRyEiExMRQ3M8fG3BxLY+NP/sOezOiasgXpF8ADBw5kw4YNFCtWDEjvTBk1apTWdDIfHx+VEbySJUuqjcrVqVOHlJQUlixZQoMGDUhKSlLxiVFc2P7555/s2bMnR88PoE+fPipdL/7+/ioeK9OnT1d2Gym6TlJTU5kyZQpTp07VeHE/fvx45b89PDw4evQoq1atynFtChT16TIWmNOOF0gXTmJiYihaNO/egym6p86fP8+gQYNo164dP/74o9q6nHZKAdl2Kp06dYoNGzawYMEC5s+fr9XTKTPW1tZ07dqVyMhIfv/9dx49eqTVkDyvUYhBDRs25MmTrKM+bW1tsbVVDWkoW1bdk1EqlbJz585suwW//PJL/Pz86N+/P0ePHqVevXpUrlw5S5FJV/PyrVu3Mn/+fCIiInB0dMTf3x8XFxeNAktOjfxLlSqlk8iUkxpWrlxJly5daNu2rYponjkBUrFvQkICf//9N4sXL2bkyJEMGjSIRYsWKddUqFBB6fFVvnx5lXFZbSN5uUUUmkRECjCmRkaMaNCIRVcu5ut5kzR4QwW8T2/7/NIhfQY8c8fTp0oxW1Foyo73weE0e1eL63b5M+aZEp+c/SKRAoc0RRSa8pJX8QKuBxvzT3s7ahc5qe9yCi2pMv0KNWHxcbhs+pPTA4bgULyE1nUpaWkcfxLInAxdziYGhixu3Zae/+/v+DmQk5QtT09PBg8ejL29PY6OjgiCQGBgIF26dFG58MpI5pE6uVyu1v2UmJiIIAjMmTMHQRC0drwovJNySsaxFyMjI6ZNm4aLi4vy2NmzZwkMDFTx7jExMeGXX36hevXqGvccPny4yu06depoNKrOKJglJyfz8OFDleenEE/u3btH6dKltT6HjKNCOe14AbCysqJRo0Z06NBB5eJacYGcGwwMDNi7dy9///23MgkvNY/sKYoUKaIUmrR1Ko0cOZIvvviCJk2aMH36dJXvX+bRqtz4RH0Mzp49q2ZCrUng0BWFKb5MJsvSeyowMJCyZctSvXp1pRiZnag+a9Ysrl+/rmZenplVq1bh6+uLh4cHPj4+XL58me3bt2vcU5eOPfhfZ17Pnj1Zs2YN/fv3V3ndZh57y0kNS5YsISwsDD8/PxVhVxuWlpYMGzaMTp06MXfuXJYuXary+y4nY3sfiig0iYgUcPrVqce6215EJeffxfV/QU+Y6+6hkir34P07jA0M8NDQHv4pU0zsaNKJmDW3qDGjMY+sPv44T1KcKDQVRtLEjqY8RyIT6HaiAsc7t6W6RdafEItoJlWq/44gOTDx1HFmtfiCZuXVPYWmnTnFiSeP1dJoU2VSEvUYGqIP+vXrx8CBAzWmbPXt21dlrbGxMbt37yYoKEjpX+Ps7JxlhHfTpk2ZNGkS06dPRy6Xs2LFCmVinYLcdLzowt27dwkICFAmm40aNYro6GggvWNGkXaX0f8lI0ZGRlpHbCpXrqzx4jTzGFhmf6iM3Q0ZRbRq1aplm1CXEV07XhRUq1ZN2fmUV6xZs4alS5cycuRIKlWqRGBgIK1atfrgfW/fvk1AQAABAQEIgkCdOnVo06aNsttMgY+PD4MHD6Zv375MmzYty+683PhE5TX9+/cnICCA+vXr6yRw6IqLiwvdunXLMvUtODiYs2fPsmnTJmbNmkWHDh1URsw0oat5ubGxMTY2Nsp1LVu25IcfftC4p65G/gqhUSHKTpw4UXlbEAQ1ATsnNfj6+hIYGKjT1z4tLY1///2XLVu2cOvWLfr06aM0HtcHotAkIlLAsTA2ZqhTQ1Z5Xcu3c75LSMA3LJRGZcspjz14/w5X+wpYm+punPopYCN2NOlEcnwyRdfcpdz3dXlt+vEEBUEmJ1nsaCqUpIkdTR+NkPhiVP88mkzzHH13NCl4GP6eAYf207pyFX50c6eKTXHlfeefB6mJTAqkcll+lVggyE3KVk78a1auXMnkyZOV8eBdu3bll19+yVWt2rp+FBefmbtY5s2bp9J5dPnyZX788UcSEhJYunQpBw4cANK7fe7evUu9evVUHu/v74+llhFMRQcPpHcq7dixQ+MYkq7GyqamplSsqG6zkFfMnTs3z/d0cXFRxrpDupiVMfUrN9y4cYOOHTvy7bff0r9/f+RyObdv36Z9+/acPHlSOeY2e/Zsdu3axZ9//km7du2y3TcvfKI+FF9fXwICArIUxHKDrqlvbdq0oU2bNkRFRbFz504ePHhA+fLl6devn8bONl3Ny01NTZHL5crvf8WKFQkPD1dZM3DgQHbs2KHV0D+zr5dMlrPfw7rUoKBGjRokJCSoiHLaKFeuHM7OzgwZMoR//vkHU1PTHNWV14hCk4hIIWBQfSf+8r2drwl0x588pmGZsspfsA/ev2N8E9dsHvXpIZepx/+KaCbmbQwVNz4lfnQVYow+zsVPEXnevuERyT/Skj+vzov8JDxZN6NQEXUKmkf9uefPuBQSzIC69RlU3xljQ0NitRhXA0g/s79RHzNlC9I9cTSNlOWGnHb9hISEqHQUmZubK7ubMno9/fTTT3Tq1InZs2fj4uKCIAhcv34dT09PlYv3jNSurTpe2bBhQ1q3bp2Tp6NCRuHjY3Hw4EH8/PxUOllyMzr322+/KbvUNPEh43jLly9n27ZtdO3aVXmsR48eNG3alCVLliiFreDgYO7cuaP0CsuOj9U1lxOqVq1KUlKSTgJHTsjp6JaNjQ0TJkxgwoQJeHt7a/351NW83NPTk9jYWJYvX86YMWOIjo5m3bp1KmsUqXZ5ZeifmxoUWFlZ0bBhQ9q1a5ftGKm3tzfly5f/KDXnBlFoEhEpBFibmjGwnhN/eGuOwv0YbPO/w5v4eP7o1BW5XI6NmTltquRtokVh4MKeq/ouoVDx9skbGv5tztW+dqQa5v0bUas07TP9IgUbcXTu4/EuUXw7l1tSC2BDUJpMxlb/O2z1z97o/XPraFLwMVK2FPj6+qoJHLnxpclp109mvyBFBxOgHJmCdA8nIyMjFi1axPfffw+kC0cbNmygQ4cOOp0rKioqx7HwGblz5+OGEEyePJmgoCB8fHzo168f+/fvp23btrnaS3Fxrq3b60N48OCBisikoFu3bkybNk15e+fOnXl+7o/N8uXLadGiBS1atMgznywFBw4c4OzZswiCQNu2benRo4dOj2vUqBGNGjXSeJ+u5uUeHh4AFC1aVKspecOGDQFwd3fXqa7WrVtz7tw5SpUqpdIBpa17sWTJkhQtWlSlhrt3NadcV69eXav3WmaKFi3Kd999x/Pnzzl8+DAPHjzA399fp5S/j4H4zkREpJAwzKkhW/x8SdbSPv8xMP//hA5BENjRow82/x/z+bkglUq5tP9Gnu9rbGqMJOXT7e4Iuf0cj+IWnGpXJM+T6KzSDBDlisJJqtjR9NF4IwpNuaagdTTllLQcjmyIZM2yZcv4+++/efHiBe7u7pw5c4bWrVvnSmjKaddPZqPzKlWqAOlG52mZ3vu1b9+e9u3b67x3xhEgqVTK8+fPmTp1ao7qy0/OnTuHv78/zs7OrFy5kunTpzNixIhc7TV69Gjg44zjmWfxvjizAXRhY+LEidjb21OsWLE8HZ9bsGABhw8fVppqL1q0iICAAGbPnv1B+86dO5eJEycqUyPDw8NZu3at8vteq1YtVq9erbGTr0GDBsoOyYwEBwezbNkygoKCVH4Gz58/r7JOISR6e3vrVOuQIUPUzqfpmOJ56cqYMWOoVauWUryqXLky/fv31yg0hYWFMXLkSM6fP48gCLRu3Zr169fnqeG8+M5ERKSQUMLCgjaVHTj2JHcpJrnhzpswXsfGUs7a+rMTmSC9Rf/7DWNY1PcXzIqYERcZ/8F7Nu3UgJvH1f+QfGo8+S+AtlWbccYx7y6CHBKNKb7pEe+yXypSAElLTQOZPM/FRxEITRA7/XJLqrRwj559bqNzH5sdO3bg7e2Ni4sLBw4c4PHjx/z000+52iunXT99+/ZlyJAhbNmyhaJF0/0hY2JiNBqd55SMI0BGRkZUrlw5SzNufWNmZoaBgQGCICCRSLC1teX169cftOeCBQs0Hs/t9xfSu9AyJ/NlvK8w8/r1ax4+fJjn+/7zzz94eXkphbiRI0fi6ur6wULTkSNHmD9/vvJ2yZIlOXz4sFKoCQ8PZ8CAAXz//fcq3WagXRT+6quvaN26NePHj89SbFOIM9l1MIaHh/Pu3Tu1RMeYmBgSEhK0Pk7XMdJHjx6xe/duZTekubm51uc2atQomjVrphTJ/vzzT0aNGsXRo0ezfA45QRSaREQKEaZG+fsjGxITTa/9u9nSrRc1S5bK13MXFJp3b0KV+hWZs28Kl/ffYNvcv0lJyt2bh0q1y2PvWAb95T/kL/Enn4JD5TwRFlzfmRD7+y3eiUbghRabsjYYICD2X+Q9DyMFpEIpDOXv9V1KoaPQC02f6ejcx8LMzAwzMzNkMhlyuZzq1avnm1/OrFmzGDJkCPb29lStWhVBEHjy5AndunX7oItwqVTKxo0b2bFjRx5W+3GxsrIiMTERNzc3Bg8ejJ2dnVqKW06Ji4tT/js5OZkTJ07g4uLyQXsmJiaqmVgryIuENn3i5OREWFhYnna4QLqok7Hby9LSMtvuv7S0NIyyuQbStIckQyqnvb09hw8fpkePHnh7e7NlyxZlHdq+V8nJySxZsiTL82bE19eXmTNn8uzZM5UOKIV5+65du/j1118JDQ1Ved0ULVpUq4dYTsZIM6dOJiUlaf3avnz5UkVU+uGHH3ByctLpeeqKKDSJiBQi5HI51YqXIDAyIt/O+S4hga//2cvJ/oMp9//t3J8brl0aY1uxFH2mdsWtZ1N+aLeQ0KC3OdrD2MSIaVu/ZU6XpR+pyoLHu2fvaBhTEx8b7Ua22SKT0z5A4Mmmy3lXmEi+Y2RiRNLYusgMCvcnvAWVqBSBGd5dWdFwJwIf8PP2GZJayDuCDAr5xWxBw8LCAolEgpOTEzNmzMDe3p7ExMR8ObeRkRE7d+7k6dOnym4oZ2dnqlat+kH7GhoafnA3UH6zZ88eDA0NWbFiBatWrSIqKor9+/d/0J4rVqxQuT1v3jxGjhz5QXsWBNPuj0VkZCR16tShefPmKh5N+/bt+6B9mzRpwqBBgxgzZgyCILBhwwYaN26scW1AQADffPMNERERvHz5Eh8fH/bt28eyZcvU1larVo1Vq1bx3XffIZfL+eWXX6hRo4bKmgoVKnD16lVGjx5N06ZNOXz4MA4ODlrFmDp16vDq1Svs7e11em6DBw9m/PjxuLq6auyAmjRpEpMmTWLhwoVaUzIzk5Mx0latWrF48WJSUlK4ePEiq1atonv37hrXymQy3rx5g52dHQDv3r3Lc5N/QZ4fsQEiIiJ5wpTTJ6lb2pYFl3OW2JAXDHNqyOyWX+T7eQsCkW+iKG6XHgMsl8vpaz8aQYDod7FI07I3+CjrYMv3G8aSEJPI3B4fbqJYmHDsWIdTX+YuscRSKuB2MoanZx/kcVUi+U3F71pwvqLo0fSxmdU4gaGVC5/prD5pfnwybxOS9F1Grjk7cChVbIrru4xPhvv371O5cmUSExOZOXMmUVFRTJkyBVfXgpm6++7dOx4/fkyLFi1IS0tDJpOpdTUALF68mJcvXzJ06FCVFLFatWrlZ7kFjvr16+Pv76/vMgok27Zt03hckYSYWxISEli4cCFnz55FLpfTtm1b5syZo9GsvVWrVixcuJAJEyZw584d5HI5devW5f79+2prQ0NDGTBgANevX0cQBNzc3Ni+fbuyIyuzD9Pvv//OokWL2Lx5M3PmzNHoj9S+fXtu3bqFm5ubTmKbk5MTfn5+On0dFEJPxs6nChUqqK1r3Lgxt2/fxsnJidu3b2NsbKzVUyotLY0VK1Zw+PBh5HI5Xbt25YcfftDYDbZjxw6mT59Oly5dEASBEydOsGTJEgYMGKBT/bogdjSJiBQi5HK53j69/DvgLhObumBtapb94k8MIxMj/C8GEBzwkqd3nhMZFoWVjSW/XFnIo5tP+GfVUd69CFd7nIGhAX2mdGHg3D4E33+JZ99f9FC9fnl+5iHFWzUl0jhn4x0Vk4yx3/qUp4/DPlJlIvlFtZ7OnBRFpnxh0W1Latt0pUmxf/VdSqEhVVp4R888KlURRaY8wsLCgrVr1zJ06FAgfZxnw4YNgHajYH1z8OBBZepccHAwAQEB/Pjjj5w4cUJtreK5nDp1SnlMEATlSE9Bo1WrVhrHmTKbMOeEjPHxUqmUmzdvUrJkyVzv96nzoYJSZiZMmMDq1as5dOgQS5fq1t0fFxeHm5ub8rYgCFpHKMuWLcv58+eVXkeZhavMvTUTJ07E2dmZr7/+mpiYGI179uvXL0eJbc2bN+fOnTs4OztnuW7btm1MmDABY2NjDAzSPRY1pdNBzsZIjYyM+PHHH/nxxx+zrXXgwIE0aNCACxcuIJfLmTRpUp4Lz6LQJCJSiJCjv4SZBImEPffvMrphE72cX59Y2RShaoPK2FYqRS3XarTq58a7kPds+nEXC47MoGxVO2Z3Vp3hrupcme83jMGxQRWuH7nN4v6/5trbqTCTJpHS6BmczpjMKpNjKTfEQiZgkWaAuVTAVCpgKpFjIgGzBCnvdvrwJjp/xhVEPh7lnSpwrrkZ6b+9RPKDb07bcblHc8oYX9N3KYWCwiw0DXNuqO8SPhmKFy/OkiVL8Pb25rffflPpACiowx+LFy/Gx8eHNm3aAOndOSEhIRrXPn/+PD9L+2AyJuIlJyeze/fuDx4hvH37tvLfRkZG1KlThzVr1nzQnp8yycnJrFu3Ts2EOrejc1euXAFg1apVOnfNGBkZIZFIlKLjq1evlMJMZo4ePYq7uzvW1tb8/PPPeHl5MW/ePOrUqQOkJ7JlpkWLFty+fRtPT0+1+6RSKTt37lQmuGWFItVRIpGwceNGqlevrtIBdevWLZX1CxYs4NatW2qjfRmJjY0lMjKSPXv2YGRkxIoVK1i5ciV37tzhn3/+0fiYnBjee3p6Mnv2bGrXrq12LK8QhSYRkUKEHLleo4y3+t1hqFNDTPIw5rQwIAgCltYWWFpbYFeptPK4k0cdDvxyjG9m96JGU0ce33pKqfIl6DquPb2/74yhkSHH/zrDb2M3FNg3qvmBsV84rv9Fk5qQQnJ8MskJqh4ykv//78Mz/UQKEtYlrXjcrwKphmnZLxbJM+QItDhUBwuj2pQyh/86HsVILnYGakMizX78uSBSs2QpXO3L67uMT4bSpUtz4cIF+vfvj7u7OwcPHsTW1hYouKbOBgYGyih3BZrG5iD9IrxFixYUK1YMgKioKK5du0bnzp0/dpm5olOnTiq3u3XrptV0W1e2bNmidmzq1KkqiXwi/2PkyJFYWVlx+fJlpkyZwtatW2nZsmWu9ytfvjx169bl+fPnNGmi/qF1ZjEGYPz48fTo0YPw8HDmzZvH9u3bWbx4scb9Z82axd27d/H392fnzp2MHTuWsWPHKgWu0aNHa3xcuXLl+OOPP9SOGxoaIpfLkclkWsUtBbNnzyYyMpIqVaqoHA8KClL7GQUoVapUliITwPTp02nbti29evVSOc+OHTtYsmSJSoeegpwY3h88eFBNVNJ07EMQhSYRkUKEXA5FTU31dv63CfEMOvQPvWrVpp2DI9Z6rKUgYFepNL2ndOH1kzCWnJyFiZkxEaFR/Dx8HY9vP6FVvxYcXn0SuVyOiZkxZarYEhr0FknK5zVGZGxkyLtn6u3AIp8uBgYCwrgGhJmKxtT6IjFNICQO4qRlsDEQhSZNyOWQqscPbz6EYc4NC6wAUlgpWrQox44d46effqJhw4bs378fV1fXAvtBkZWVFW/fvlW+Di5cuICNjY3GtXPmzFHxjilWrBhz5swpsEJTZmQy2Ufpytq3b58oNGnBz8+Pe/fuUa9ePSZMmMCQIUPo3bt3rvc7ePAgvr6+DBgwQM2YXRsDBgygSpUqHDlyhMTERLZt20aLFi00rlV0IZ4+fZpRo0YxevRo1q9fn+t6AVxcXOjWrRsDBw5U8TbLLHqePHmStm3b4u7urnL8xYsX/Pfff3Tr1k3leM+ePVmzZg39+/dX6XzKmMZ3+fJl/vzzT7WaBg4cqNEMHXQzvD9z5gynT58mNDRUJelO2/jghyAKTSIihYh2DlWpVap09gs/IrdCX3Er9BVzLpzFo1IVulavSatKlTHNJnb0U8Xc0ozy1csBEBr0hqmt5vH+VXoq4N1LD0iMS283lqSksfjkLEqUteH9ywhePwlj86w9BHoH6a32/KKgvkkX+XhU7enEyeKiyKRPipvKaFZGRv+zjfixYSWal7yGoTxnaZmfOqmywvlhSUkLCzo7Vs9+oUiOEQSBhQsX0qhRI7p168b8+fMLrKC3bNkyOnbsyPPnz/niiy948uSJSlx5VgiCgKwAi6x9+vRRft2lUin+/v58+eWXeX4e8f2JdszNzYF0AScxMRErK6sPSi80NjamadOm/Pvvv9SsWVPnxzVr1oxmzZplu04qleLl5cWBAweU3WsSyYd9sHvtWvoIesaOJ0EQ1ISmnIpCP/zwA5DuEyUIAnK5HEEQkGbosNWUWpexBl0oUaIEQUGq1xkmJiYUKVIkfVojg49VmTJldPJ2ygmf55WhiEghpUPVarz4CIpzbkiVSjkV9IRTQU/4s1NXvnRw1HdJeqdIMUvKONgqhaa4qAQsrMyRSWVI06TcOnGHzqPbYlepNHaVSrPv58/DsDc1+fPzpvrssdBsVCmSf0xrmEAf+90kUY2zYQ14k+JIORNRaMqIsUEKWzye4xvpgPe7Ivi9SyQpreCPeg6q5/zZfrjzscgsOHTr1o0aNWrQs2dPAgMD9VRV1jRq1Ijz589z/fp15HI5zZo1U47GZcba2pqbN2/StGlTALy8vLCyssrHanNGxk4rIyMjpk2bpnUE6EMoqCKiPunXrx979uyhePHiREVF0bFjRzp06ECJEiWUCW65Yf/+/fTp04cLFy5w4YJ6eva4ceOU/1Z4HmlD05idp6cnY8aMoXXr1tSsWZPHjx/j6Phh1yaa6tRETkUhXUTetLQ0YmNjsba2VjkeExOjVUDTxfDe3d0dd3d3unfvTv369bOt40MQ/0qJiBQiBEHQW+pcVhTEmvSBdQkrlv43mzXjN5GSlMqM7RMQBIF9K45w7fAtvhzyhcr6uIg4zRt9YsRGiO5LIiL5ze235rS0c6W00U26lCmYF8r6xkCAFiVP06IkUA3SZIa0ODGe94nJ2T5WX5gaGtG/bj19l/HJoclEt3r16ty8eZO1a9fqoSLtJCb+LyjD2NhYZVwnMTFRZfxGwbJly+jevTu1a9dGLpfz6NEjDh06lC/15oS7d+8SEBCgTDwbNWoU0dHRAEybNo3GjRvneM+M3VEZkcvlREZGflC9nyKPHj0C4Pjx4xgaGrJw4UJ27dpFdHQ0gwYNyvW+9+/fp0+fPiqm7Aoyf38U44zHjh0jMDCQYcOGAbB161at4kiXLl3o0qWL8nb16tU5ePCg2rrY2Fh++uknnj9/zpEjR3jw4AH+/v5a0+UOHDjA2bNnEQSBtm3b0qNHD7U1uRGFsqNfv34MHDiQrVu3Kkdio6KiGD58OH379tX4GE2G96tXr1ZZoxD8rl27puzYykhGwe9DEeRiz6CISKHidWwsLbZu0HcZKmzs0gOPylWyX/iZIJfLSYpPxsIqve1YkiohPjoRm9JFVdYNqT6RsKA3yGSf9q9hY1MjJCkFv0tAJO8o7VCaR2OrEmVUcEczPhfqlZDxY6O3NCp2AUH+eYjbH0K389MICI/Vdxla6VenHos82uq7DBE9YmBgkGW3h1SLwX1UVBQ3btwAyLL7SZ/07NmT4cOHK83Aa9SowY8//khCQgLnzp3jwIEDOd5z27ZtWd6vELVE0mnQoAG+vr76LgOAVq1acf78eZUxyjZt2mjtNDp48KBaSt7y5ctV1vTv359atWqxd+9e7t+/T1JSEq6urioeZgoWLFjA4cOHlQLbzp076d69u5ph9oIFC/Dx8dEoCtWrV4958+YB0Lp1a86dO0epUqVUfoYVo3Pv3v3Pz1QqlTJs2DAOHDig7Mx68uQJvXr1YvPmzVl2UWXF3LlzmT9/PkOHDlW7TxAENm/enKt9NSEKTSIihYzQuFjcthQsoWldx660ryqOzuWUuKh4/pq6nVNbdGvNLYwUK21N9LuCe9Em8vEo71yRmwPKkmQovs0oCLjYydjc8jQmaI4/F4GkNAt6XxzH48iCKciZGBry3zdDqFgABQKR/MfT0xNTU1NGjRqFXC5n48aNGBkZMXnyZK2PSUtLIzX1f+Psmrqf9EnDhg3x8fFR3nZ2dubOnTtAehS9IkFM5ONhbGys1VQeUBFDcsKJEyeyvF9TqqCjoyN3795V+kUlJiZSv359njx5orZ28uTJBAUF4ePjQ79+/di/fz9t27Zl06ZNKusUQlrG11b9+vXx9/dX27NevXp4eXkpf04SEhJwdXXl7t27Kut0FYXCwsIoU6YMISGa/w5XrFhR7VhQUJBS+GvQoAEODg5qay5fvqxxPwWZ0wKlUimHDx9WSbT7GIijcyIihQyBgjem9vutG3hUroJJLtX1z5WUpFSsS1hRt2VN7CqXJjY8jpvHC8anSHlFsdJFRaHpM+XlnRBaFDPndNeiII7X6h2vNwa0Pt6Of9v7YGPok/0DPjOeJdRiwo2OBVZkAvi2cVNRZBJRcvLkSZXRl6lTp+Lm5qZRaLp16xbDhw/n4cOHKn5U2rqf9EVGEQxQ6WCKiorK73I+S6pVq5atKJQbskqa02SwDfD111/j6urK119/DaSnBGobGzt37hz+/v44OzuzcuVKpk+fzogRI9TWmZiYqNxOSkrSagovl8tVxFhLS0uNaw0NDdm2bRs//fRTlqKQwuNKk6CkDQcHB43iUkamTJmidkwQBEJDQwkLC1P7OTc0NGTVqlWi0CQiIqJKQfRDehT+nnW3bzLZJftUCJH/UdyuGMOW9CcpLhnLoul/yP5ZeZSNP+z8ZMbpFOODIp8nSe/iQCim7zJE/p+wBIFmhxpyqENJalj+p+9yCgzHwnoxy6sMCZKCKzJVLmbDqAY596cR+XSJjIzk6dOnVK1aFYCnT58SHh6uce3EiRPZuHEjY8aM4fLly/z+++/KLpGCRGavmypV0m0ZYmJiSCsERv2fAqampjkSQnRFV2PtjHh6euLi4sKFCxeQy+V4enoqxyozY2ZmphwrlUgk2NraakzJa9WqFYsXLyYlJYWLFy+yatUqunfvrnHPJk2aMGjQIMaMGYMgCGzYsCFLnzBdRCGAypUraxx/ffbsWbaP1URm36vIyEg8PT3ZuXMn8+fP1/iYRo0acePGDVxdXXN1Tl0QhSYRkUJGQRSaANZ53+RLh6rUKlVa36UUGgwMDID0EbqzOy9z78pDXj56jWUxS+IiPw0DbSNj8c/M54zpF5WAgvWJ+eeORCbQ+XglVrX4mg5lryEgVf4HEgzkn08HYorUjMUPxrDrYRLwYTHYH5uFrdqISXMiKixatAgXFxcaNmwIwJ07d/jrr780rpVIJDRt2pS0tDSsrKyYNWsWX3zxBd9//31+lpwtffv2ZciQIWzZsoWiRdN9LWNiYrI0QBbJW/LDVeft27cEBASoeClp6miC9ATCjCmE2rCysiIxMRE3NzcGDx6MnZ0dxsbqCbgLFy5kxYoVWFlZMX36dLp27coPP/ygcc/ff/+dhQsXMnHiRORyOW3btmXOnDk6PkvtHDt2TPnv5ORkduzYkeW4oq4kJyfzyy+/8Ouvv9KvXz8ePHigljqn4PLly6xdu5Zq1apRpEgR5XFNiX65RfRoEhEpZLxPTKDpxj/1XYZGnO3KcOCr/vouo1AT9S6GG/96c+3wTe6cvYcktXB/gle7eXUCrj3Wdxki+YyphSklv23C5XIF++JdRJ1eVdOYUOcJ5UyuI1C4f/9kxYskRybc6EZAeMHtYlLQrXpNfmmn+SJM5PPm/fv3eHl5IZfLcXV1pVSpUhrXNWnShFu3bvHFF1/w66+/Ym9vT+PGjXn+/Hk+V5w1aWlpDBkyhCNHjlC1alUEQeDJkyd069aNrVu3YiSKrYWerVu3Mn/+fCIiInB0dMTf3x8XFxeuXr36Qfu+ffuWYsWKIZPJWLVqFVFRUUycOJEKFSrkeK8JEyawevVqdu7cyYABAz6oLl1RGIXnBplMxsaNG1m4cCHu7u4sXLiQypUrZ/mYS5cuaTyeMcXyQxGFJhGRQoJEKsXY0JC38fG4bl6v73K0cnPEGEpZWOq7jE+ChNhEbp+8w7XDt7h53Jek+IIbua0NUWj6/DAyMUI2txlPLFOzXyxSYGlqK+OvllexFB7qu5Q85/Tbrsy4UZG41IL/GrUyMeXsoKHi31WRD+KXX35h0KBB+Pj40Lt3b9LS0liwYAFTp07Vd2kaefr0qdKo2dnZWTke+CGcOnWKyZMn8+zZM6RSqTLpq6D5VH3q1KtXj0uXLuHh4cGdO3e4fPky27dvZ+PGjR/93Ldv3+bnn38mICAAgDp16jBlyhS1cTgnJyf8/PzyLYEvKiqKhg0b5np0rlatWqSkpDB//nwaNGig8f7MbN68mWHDhmV77EMQhSYRkULCy5gYyhctyi9e11h9y0vf5Wjl9/ad6Fythr7L+ORIik9iYrNZBN9/yXd/jeHRzSec3JS7Tz7yk3ota3H38gN9lyGSz1Tr25CTLuot6yKFg2G1Uvmxzl4EkvRdSp6SKjXh50dj2ByQou9SdGbBF60ZUM9J32WIFGJkMhm3b9+madOmQPoYXXJyMlZWVnquLH+pVq0aq1evxtXVVSUa3tJSFHHzE0WyYN26dbl37x4AzZo14/r16x+0b6tWrTT6Hp0/fx6AGzdu0LFjR8aNG0fjxo2Ry+XcunWL9evXc/LkSeXPB0CXLl0IDg7m+fPnGkWaDx0va9y4sbJWqVTK8+fPmTp1KjNnzszVfpUqVVLuJwiCyvijIAgaBSxNIlpeC2ti/6GISCFAKpMRGheLgYHAXz7e+i4nS268eikKTR8B8yLm/LR/CtPbLODLwe50GO7Bqc3n82WW/kOQSmX6LkFEDwTu9aF1qeaccxA/KdYnFkZy3O3luNolUscmGlvzSCJTihIUV5R7ERYcempEZIqB2uO2PDCmXfk2NCx6VA9VfxxCkyoz6VZv7rwtPB5U9Wzt6Fennr7LECnkGBgYMGHCBOXFsbGxsUbvmk8da2tr2rVrp+8yPntMTU2Ry+VK4a9ixYpaTewhPXnw7NmzCIJAmzZt6Nmzp8Z1GbvzkpOT2b17t0on3PLly9m2bRtdu3ZVHuvRowcuLi4sWbKEw4cPK48fPHgQX19fBgwYkGVaXm75+eeflf82MjKicuXKlC1bNtf7BQcH67zW29ubmzdvEh4ezrp165THY2Ji1FIfPxSxo0lEpBDg/yYMC2MTVt++wbHAgj2GVLFoMS4MHq7vMj5ZTm25gG3FkvhfDGDfin+RpBRsD5yqzpV5eqdgeUCI5A8GhgYU+9GN2yUL/njSp4S5oZwNHm9xtrmHCS+y9FlKoQr9zrXmbkS62FSnhJypzu9pWuIWRvI3yAVrDOSFP1L84vsOTL3uSHRK4elkMhAEDn/9DXVK2+q7FJFPgMGDBzN37lxlitvnyNy5c2ncuLFOxtIiH4/z58/TsGFDwsPDGTNmDNHR0SxZsoQ2bdqorV2wYAGHDx9m0KBBAOzcuZPu3bsze/bsbM+TlpZGx44dOX36NADVq1fn8WPN11DVqlUjMDBQ7fjDhw+pWbNmTp6ezrx//x5zc3MVI+784MiRIxw+fJh///1XRXSztrZm4MCBNGrUKM/OJQpNIiKFgLW3b9KpajU8dmzWdyk6safnVzS1L6/vMj5JQh6+wsLKHJ/T/hiZGGFkbIihsRGPvALZ9/O/+i5PDdtKpXgb/F7fZYjoCQtrcxJnNCLIsoAJonI5RaQGlJAYEWckJdL40+i8a1Neyq+uFzAjSOfHSIWSHHvdBjfbIIob+iDwaXwtANJkhvwaOJY/7xaw158ODKnvzE/uHvouQ6QAk5aWxoEDBwgKCiIt7X+C8k8//aS2tkOHDly7dg03NzeVC9t9+/blS60FgVKlShEREUGRIkUwMzNTejS9e/dO36WJaKFevXp4eXlhYWEBQEJCAq6urty9ezfbx6amplK7dm2ePHkC/M93SROZ79u/fz99+vRR6fjJyLhx43L2RDKwbt06PD09efv2LQC1a9dm1apVtGnThujoaIoVK5brvXPCyZMn6dChw0c9hzg6JyJSCAiOjsI4wzx5QeeHc6c50X8Q5p9ha/bHpnz1shgYGNB+mOoFiFuPJkS9j+HMtksYGhkiTSsYI0vvQsKxq1yaN8/FN3KfI4mxSViu8OGL4Q25aJ8KGvwT8hILqUBJiRHFUgSKJIN5ggzjeAlCrARZdBKpkUkkhscR+z6O1KT0TqvigoBTo0oYNSpDYAVDgs0Lnyih4GeXGzkSmQAM5eF0K7v3I1X0cZHLtb+k3qaU57tbfbkVVnhG5RSUtrTkO5fm+i5DpIDTt29f3rx5Q5MmTVQ8h7St7du3bz5VVjDx9i7Y1hOfOkuXLsXS0pIJEyaoHF+2bBmCIDB9+nS1x8jlcqXIBOl+Wtp6ZPr06aPie+Tv768yKpmamsrDhw81Pj7zyNj9+/fp06cPt2/fVluryQdKVzZs2MCaNWvYtGkTrq6uAFy/fp0pU6awYsUKfvzxR3x8fHK9f0548eIFMTExFC1alPHjx+Pl5cWqVato2bJlnp1D7GgSESngRCcn8cO50yxs1YamG//Udzk6M9SpAXNattJ3GZ8sSfFJ+F98QBkHWyrWtAcgNUWCz2l/nFvX5fzuq2yb+zeRYfofe6nZ1JGHN5/ouwwRPVPFvRoBHUsTaqp9lCu3lJQYYjvPm+SEDx+Nsq1qS1GXCoQ6WnDXKhm5wccVx/KKrxzTWOy8Sd9l5BuxEhtGXB/BHKfL1C16U+W+axFt+O56bSKTCl9SJ8DYRk2Y1qyFvssQKeBUr16dR48e5ejCNy0tDSMjsc9AJP+pX78+Xl5emJubqxxPTEykWbNmGruNhg0bRlpaGmPGjEEQBDZs2ACkp6NlZtu2bcp/GxkZ4eDggIuLi/JYRsPszGgzzM5r6taty/Hjx6lQoYLK8eDgYKpVq8b333/P0qVLP3odkN4tdvfuXa5du8bMmTOZOXMmc+bM+WCj84yIQpOISAHneOBj7r1/y7eNmlJ//Rp9l6MzAjCyQSMmNW2m0tn0q9d1SlhY0KdWbcyMxI6n3CKXyzm1+Tx7lhxi5cX5lLIvobYmKSGZKe4/8cRX/x5J5RzL8PpJmL7LENEz5lZmlB7WiPOVJHna3VQ93hj5vOt53slnVcKKMm5ViKldlDslJCQZFty3TFd63KeM8TV9l5EvSGRGjPT6jquvYrEyMeE751hAQCIz5H2SBZvup1Jwv1PZc6BPP5zL5N4YVuTzoG3bthw/fhwTE5Ns1z548ID+/fsTERHBy5cv8fHxYd++fSxbtiwfKi0YBAUFMXnyZPz9/UlO/p8ILY7O5Q/169fH398/R/clJCSwcOFCzp49i1wup23btsyZM+ejJwWeOHEiy/s7duyYq31r165NQECAxvu0+UR9LBQJcwsXLqRs2bIMHz5cTJ0TEfncuPTiOU3K2pMgKVyGunLgL19vTj59wsJWbWhZsRIARx4/JCQmmt9v3mCIUwMG1quPtamZXmstjAiCQIfhranVrDrb5+1j/OphmJqb8tg7iPBXETTv3gRzSzN+2DmJcQ2nk5Kk39ePZTGL7BeJfPIkxSUT8ttVvvi+BRcr5M2ImolUwPbv55RoVp27lx/kyZ4K4iLiiDviD0egoqkxFZo5kOZUintlZLw3KRjjqZBu4m1nfEPfZXx0IlJs2Rbci+exFlx9lT4SF5eayoKbGf+GFK6/lZkpaWFBfbsy+i5DpBBQrVo1PDw86NmzJ2Zm//sZ0OQf8+2337JmzRrl2FKDBg0YPHjwZyU0jRgxgjFjxvDs2TOOHz/O6tWrqVSpkr7L+myIj49X+mJlRCaTERcXp7ZeKpUyZswYduzYodP+X331ldqxokWL4urqypAhQzAwUE9Y1UZWSXOCIORaaEpNTSU5OVnl5xUgKSkJmSx//RENDAzYu3cvf//9N8eOHVPWl6fnyNPdRERE8hS5XM7lkGAcbIpz6ukTylsXxaQQeTUBvIyNYciRA8w6fwaArtVrABCRlMjKG1eZ/F/WnxqIZE3FmvZMWDOc4+vTP+2RpknZu+wwx9afIdAnCAtrc0YsG6DvMgm8HUTFWvb6LkOkgGAemXdvZlp7pfD63isCrj+ijMPHS+iSpEgIuvCIkF+uYD39Gm0PRWJcQLSm+xFwK7qLvsv46FgbR/DXPTknn6tflHwqtK7sgMFH9jIT+TRITEzE0dGRe/fucfv2bW7fvq3VhyguLg43NzflbUEQMP7MfDRjYmL4+uuvMTAwoG7duqxfv54zZ87ou6zPBnd3dzw9PdWOL1myBHd3d7XjhoaGvH79Wuf9S5UqxcuXL3Fzc8PNzY3Xr19jbm7Ovn37mDx5co5qvXDhgtb/zp8/n6O9MtKzZ08GDhxIdHS08lhUVBSDBg2iV69eud43N6xZs4a9e/cycuRIKlWqRGBgIK1a5a3lidjRJCJSgHkUEc67hAQcihfH88pFBtV35uyzp9x8/UrfpeWYPffv0q16TcY0bMI/DwIIi0+/ULj+8gXxqakU0aH1W0QzJmYm1HarwZ4lh+j1XSecPerw29i/AGg/zIPrR9TNDPWBsenn9aZWRDvyd4nAh7e+t3htTOB+LwCkaTKMTYwwMBCQyT7+4NSzS4G0KduIk00LwlspgW9O2zG36QAGVPwbgcJraJ4VD+MakZbPn/rmN20qO+i7BJFCwpYtW3Rea2RkhEQiUXaTvHr1KkcdHp8CCmHNysqKkJAQbG1tCQkJ0XNVnw/Lli3D3d2d48ePK42wvby8iI6O5tKlSxof06ZNG8aOHcvQoUNV0hJr1aqltvbu3btcvHgRU1NTAEaNGkWXLl04fvw4Tk5Oua777du3BAQEqIxb5rajydPTk8GDB2Nvb4+joyOCIBAYGEiXLl00inAfExcXFw4fPqy8Xa1aNVavXp2n5ygI745ERES0cDnkOaUsLIlJTuFxRDhbuvUkPDGhUApNAL/ddY3yJAAA/JpJREFUvM6unl8x082dCaf+v01TKuVySDAdHavpubrCTfVGDpzeeoEuRQZiXuR/LbnNujVm+JL+TGs9n+D7L/VYITy985wq9Sry7K74xu5zJyUslg8VmionGhO5TtW08sXD19RrWSvPR+i0EbjHm2YVW3LdrmCMa82/aUlg1EDmOx/CQK7/IIC8Zn+IK5Co7zI+GmZGRjTPZBIrIpIVvr6++Pn5qVwEZxydO3LkCJ07d2b8+PH06NGD8PBw5s2bx/bt21m8eLE+StYb7u7uREZGMn78eBo1aoSpqSl9+vTRd1mfDaVKlcLX15fdu3crk9VGjhxJv3791AzCFSjMv0+dOqU8ps24+927dyp+ZcbGxrx69QoTExOl+JRTtm7dyvz584mIiMDR0RF/f39cXFxyLTQZGxuze/dugoKClF5Izs7OVK1aNVf75YbffvuNSZMmaUz5A1i+fHmenUsUmkRECjCKsbljTx7RrXpNjAwM+ffxI32XlWtuvHrJzVcv6ehYjcsv6nDwYQBSuZwzz56KQlMeMNSzH1cOeBH1NkZ5LCEmkWKliiLPhw4PXcjvGXSRgkn0y0gg9z40ZlKBcjuCCNOQMvfwZiClK5bkXUj4B1SoO3HrblN+ZiNemhWMLqI9gcYUNenGlFrbEfh0ft4S04pw9FnB+Bp/LFpUqCiGZIjozLJly/j777958eIF7u7unDlzhtatW6sITXPnzmXMmDEMGjSIWbNmcfjwYRITE9m2bRstWnxeyYaKC+j+/fvTokULYmJiqFOnjp6r+rwwMzNj2LBhDBs2TKf1z5/rHmbj7u5Op06dGDhwIIIgsGPHDtzc3IiPj1cTmg4ePKgm0GoSWFatWoWvry8eHh74+Phw+fJltm/frnNN2nBwcMDBQT/dqwp/qI9tqA6i0CQiUmB5GP6eW69f0bdOPULj4hjq1IA1t7yUI2eFlc1+PjS1L8+yNu34zqUZfwfc48STQCRSKcaFzH+qoFGkmCWjfx7M0oG/K48lxCSSJknjVWDBSHwLvv8Sx4ZVeOLz8WNkRQouseFx1Ioz4YFV7jqBWl1JIvBhqMb7JClpWFrnn/l8YmwSlbYFUbFbVfxLphFnpD9xZ0ydFIZWD6CEYcEYl81LTr3tRHzqpy00tRbH5kRywI4dO/D29sbFxYUDBw7w+PFjfvrpJ5U1fn5+eHt7s2XLFjp37kytWrUYPnw4DRs21FPV+ufZs2f8+++/ODg4iEJTIUAqlRISEqIiCmkanVu7di1//vkn//zzDwDt27enTJkyFClSBC8vL+W6yZMnExQUhI+PD/369WP//v20bdtW47mNjY2xsbEhLS0NgJYtW/LDDz/k5dPLd0aPHg2ki9Afm89rOFdEpJAglcn48dxppHI5DjbFWdiqDZWK2bD7vmr0p61lES07FFzuvAlDLk/vrrErYsWkps041m9goY6iLkh49HfDqVVt5e2EmERePwnL89j3DyE5Pjn7RSKfPGnzr9EuQMAgh7rMFy+MCTzsl+Wa5/deULdFzdwXl0NCH4YStvQyZX64SZt94bR9YkjFpPztTDE3lDOl1rZPUmQCuBBaXt8lfFQEwEMUmkRygJmZGWZmZshkMuRyOdWrVyc4OFhtXaNGjVi7di2hoaGMHTuWXbt2Ua5cOUaNGpX/ReuBtm3b4ufnB0BoaCiNGjXiv//+Y9q0aZ9V6l5h5OTJk1SoUIFatWrRokUL6tatS6dOnTSuNTY2ZsKECSxatAgHBwcWLVrEkiVL1NadO3eOI0eOUKpUKVauXMnt27d59+6dxj1NTU2Ry+VK/6J///2X8PD86Zb+mNy+fZuvv/6aOnXqUKdOHfr27cvt23n/3kEUmkRECiBb/Hy5+/YNkB51DGBkYMDXtesCYPn/hobNylfAuJCZOYYnJvI2IV7lmLGhYaFL0yuoCILAhLUjMTJO/3omxCQS8qBgeXq9fBxKTRdHfZchomekaVKebrhByx1htA4yxDHRBHQY8TTx0+1NXqBPECXK2nxomTlCmibl+fWnPFt7DaMfr1ArNv9CDmoUlyN8wpJ9g5KR+i7ho9KgTFnl33sREV2wsLBAIpHg5OTEjBkz+P3330lM1O5hZmpqyldffcXYsWNxcHBg7969+Vit/nj9+rXSDHr37t24u7tz8uRJbty4wa5du/RbnEiWzJo1i+vXr1OzZk0iIiLYtm0bX331ldq6xMREtm7dSosWLfDw8GDDhg2cO3dO6QWVETMzMwwMDBAEAYlEgq2trdZ0O09PT2JjY1m+fDn//vsvCxcuZN26dXn+PPOTGzdu8OWXX1K1alU8PT1ZuHAhlStXpl27dty8eTNPzyWOzomIFDBiU5LZ4ve/X4w77vrRybE6giAwskFjdt71o05pW26+fsX7hAT61K7L7nv+WexY8Lj/7i12Raz0XcYnS4Ua5Zh/eAYmZsY4NqhMQmwSJmbGpCYXnLGT5/deYF+9LK8eax5/Evl8eHknBO6kG8Q7FS+CbYMKyKoX40UZIwItUpAbqEa9G5bQbBqamZTEVKo1ciAiVD+m2MXti3O7SArpvSrqOCQaUyxZwKd4+vigoUyOtcyQqFyO3tUsXnC6FvMSuRwEAdrYXmYRrfVdzkdDHJsTySnr1q0jNTWVlStXMnPmTJ49e8aOHTs0rr137x6bN29m9+7dODg4MGbMGPr27ZvPFesHhScNwPXr15VGzjY2NhgZiZfC+kDXJDdBEKhYsaJydG3AgAG0bNlSZc2oUaM4cOAALVq0YNq0aXTs2BFHR0dq166tth+kpw4mJibi5ubG4MGDsbOzUyYSZsbDwwOAokWLcubMmVw914LG8uXL2bZtG127dlUe69GjBy4uLixZskQlie5DEX+6REQKGNamZlwdOoqQmGj83rzh7tswrr4MoUWFSpS0sGBgPSdSpFJ8wkLxexvGktZf8k/AfVJlheciQyb/dD91Lyg06eCsNN62LGpJ9wkd2bfiiJ6r+h/JCSnERcRRslxxwl9/2p0KIroTFxlP3NkHcDb9dp2iFpTp58TpalL4f8FJZpO79Jj8pnjtMsqaVZDLaRNkxOuNXiQCzSe5Yv02hbcn04MeSk+sz2PLnHtXOVgXHCH5Q5DKDPCNcePcm/qce2lCSpoMj/JyWpV5hEOxIgRFx2e/SSFEFJpEcorCX8jS0lKZzpWZdevWsXnzZl69esWAAQO4cOGCRn+bTxkDAwNevXqFjY0Nly5dYunSpcr7suoAE/k45CTJTSEA2dvbc/ToUSpWrMirV6pd+nv27KFhw4aMHj2a9u3bIwgCgqD5Ax7FekNDQ1asWMGqVauIiopi//79KmuWLl2KpaUlEyZMUDm+bNkyBEHQmthWGHjw4IGKyKSgW7duTJs2LU/PJQpNIiIFEEEQqFTMhkrFbOheoya/eF2jmX0FDA0McLGvgG2RIpSysCQ8MQELY2P61qnL9rt++i5bJ6rY2IhvqPMJQRBY/M1vVGvogIWVbl0g+UlMeBxWxYvgUL8SppamvHocSmxE4Ta7F8lbEmMSCfrzOm2aO+LfrTTvTaQkW+XgrYseNe2n/wXQroIrCTZGmEjkGKbIMEyRkfYogufXnirXvVl2mTcZHme+9BYNvmuKb3H1RL2sKF8kKY8q1w/eUS3ZF9yYCy8lRCWnAKn//x/sfAg7H1YEPk2RqbiZOVWLF9d3GSKFjI4dO7Jjxw5KlCgBQHh4OEOGDOHYsWPKNceOHePHH3+ka9euWrs2PnVmzpxJw4YNMTY2plWrVlSrlp5yfP36dSpVqqTf4j5DcpLkNmnSJKKiovD09KRv375ER0fz66+/qqwJCwtj7969LFiwgFGjRjFo0CAkEu0fvNja2ir/PWvWLI1r9uzZo2IgrmDChAk0a9asUAtN5ubarwcs8nh8WxSaREQKATVKluLI44f0rFkbF3t7zIyMqVmylPL+qc1a8CD8Pd6hmmeMCxKjGzbBsJD5ShVWBEGgzTctmN1lafaL9URcZDxxkekXj2Wr2iFLkxIfI37CKKLK82tPsH/8hspjnIm31P5JZUHj6YYbOX5MUlwykiVXafFdM66U1b1Lyc6icIowaTJD1jwdzVo/KfJPVEjKDucyZbL8BF5ERBOhoaFKkQmgZMmShIaqjqOfOHEiv8sqcPTs2ZPmzZsTFhZG/fr1lccrVarEX3/9pcfKPk9ykuTWtm1bbGxsaNiwIU+ePAFQM+MuUqQII0aMYMSIEQQEBLB582ZSU1Np1qwZAwYMYNy4cQD06dMny9+z+/btU7mtSZCxsLBQBhoVVlJTU3n48KHG55GamrskYG2IQpOISCGgvHVRtt+9Q8+atTEzUv9EqoiJCZu79mTYvwcLtNhUpogV3arnXxKUCDTp2IAaTR15dPOJvkvJltCnbyhfoxxSqYwkMZlOJBOx4XHgeZmqbWoRreNjCusbwjSJlNDlV2j7bTPOOOrm2VTcJPYjV5X3hCVX4PvbX3M7rPDVnpc0KFNW3yWIFEJkMhlpaWlKn6HU1FRSUnLWCfm5YGtrq9LJAlC2rPhzpw8yJ7lVrFhRa5Lbl19+ia+vb7bHFNSuXZuVK1eybNkyDh8+zObNm5VCU+fOnXWuMT4+HrlcriZMyWQy4uIKd+d9YmKixjFFIM8/8BCFJhGRQsAvXtezfSNaGMSm/nXriely+YwgCAye/zU/tvfUdyk68fLRayrXrcDrJ2EFyrxcpODw9OwDndfKdUixK8g8W3udDgMac7KBgWa/pwxYG+vH9Dy3nH/fkRk3qhKV/HmLTAAN7MQLXpGc0759e/r27cvkyZMB+PXXX7VGv4uIFBQyJrmNGTOG6OhotSS3tLQ0UlNTkclkJCUlKT80iomJ0clXy8jIiN69e9O7d2/lscGDB+tco7u7O56ensyZM0fl+JIlS3B3d9d5n4JIcHBwvp1LkBfWj/tERD4jdt3z52H4e+a7e2Q7dhafmkrPv3fxNKrgGSz/0q6j2NGkB+RyOcsGr+bczisYGhkiTSv4xvFVnSoRHPCSNEnBr1Wk4FLTpRoPvQL1XcYH49i5Hmc9LEjL4tf/468PYih/n39F5YL3KWVZeLc/5kYyDjxJ0Hc5BQJDQeDumAmYf6b+OSK5RyKRsHjxYo4fPw5A165dmTFjxmfrxSTy6TB//nzmz5+PIAgqncnW1tZMmTJFTQDShd9++41JkyZp9Vdavny58t/v37/H3d0da2trXF1dAfDy8iI6OppLly5RunTpHJ//c0QUmkRECgnLr13h3rs3rGrXkVIWllmunX3hLLvv+edTZbqzrVsvWlSspO8yPlsu7b/B/p+P0KqvG34X73PrxB1k0txFqecH1Ro58PTO8wJdo0jBprCMjepCFTdHrvcoSYKh+ts2UwMZ93tvRNCn+3k2BCdWZ9jlTryIFQWmjNQpbcu/fQfouwwRERGRj8r+/fvp06ePWvcSpHfflyhRgk6dOmFp+b9rnLFjx/LHH3/kyfnXr1/P6NGjmT9/vsb7586dq3I7OTmZ3bt34+PjA0DDhg3p169flmbaIqqIQpOISCFBJpcz5fRJ/N6EcX7QsCznaDf6erP46iXlbUNB4DuX5my+40Nksv6SiQ5//Q31bO30dn4RiH4fw66FB2g72J0SZYtz8Nfj7FtxRN9laaVmU0ce3XqC+JdKJDdUa+xA4O0gfZeRZ5StWRbLKiWRRCaQHJFA3Ps4yjarQvjXluxts17f5Wnlfmxjhl9qRkSS6L2WmcH1nZnr7qHvMkQKKQcPHsTPz4/k5P/9bGXszBARKSjMnTuX+fPnM3ToUI33v3v3jvj4eC5duqRy3M/PjwcPHtC/f3+io6NJSkqiTJky+VGyyAciejSJiBQSDASBZW3aMfTIAV7FxlK+aFGtaysXs6FmyVK42lfgUcR7KhWzYVzjppgaGbHoysV8qzkzr2JjRaFJzxQrVZRvfx+G92l/DI0MGbH0GyJCIzm364q+S9PIw5tPqN28OgHXHuu7FJFCiFz6aSmUoQ9D4aFqqtST4/doZlmf5GZmmFkUPCHnekQbxl6uQYKk4NVWEHC2Ey+YRHLH5MmTCQoKwsfHh379+rF//37atm2r77JERDSi6CTasmWL1jWZX79//vknf/zxB/Hx8fTv35+IiAhGjhzJ+fPnc13HggULNB7/6aefcr2niGZEoUlEpBBhYmjIH526EhwdTSlLC9bcusnTyAgSJKkkpEpIlKSSlJbG2o5dCIuPY2A9JyoWK6Z8fJ9adfjV6xoJEv2YLPuEvaajYzW9nFtElUZf1ichNhFJioRJf4wk0DuIl49D1daVr14WM0tT3r0IJyZcP0kb0e9i9HJekcLP5zB2WdW5MrcO3WdZ0pfMXncUQw2jdfoiNKkSIy9WI0UqGvtro2GZcvouQaSQcu7cOfz9/XF2dmblypVMnz6dESNG6LssEZFs8fX1VevEGzduHGfOnFFZt379ery8vGjWrBkADg4OvHv37oPOnTE1Ljk5mRMnTuDi4vJBe4poRhSaREQKGdamZsquoNENG7P02mVO33+qsiYiKRHvkeMwyDReZ21qSu9addjmfyff6s2Ib5i6kCGiPyytLQBY/M2v1HBxpKZrNSQpEp75hxDy4BUArfq50X1CB+5ffcRP3Zbppc7XT97g4FSJIL9gvZxfpPAi/cSFJgenSoQ8SDfNv340hA3luzJmdsEZhS1rHswi13BmXCuOuZERVqbGhMVnnxj0uVDa0pKyVlb6LkOkkGJmZoaBgQGCICCRSLC1teX164KZOiwiomDZsmX8/fffvHjxAnd3d86cOUPr1q0ZN26c2loTExM1TyQjow+TL1asWKFye968eYwcOfKD9hTRjCg0iYgUYqxMTVnk0ZaOjtX48dxpXsWmx0RPOnWclW070LqKg9pjBtV3Zrv/Hb1Yxga8f0eSRCKm6xQwxq4awl/TdxB0N5hJf4yiXFU7xjWaQZX6Ffni62ZY2RShSQdnipexITJMPxHqhkaGejmvSN5To0lVjIyNMDA0QCaXIUuTkZKUSnJCCgnRCcRExCGX6fYbSjAQQC7X6uElk366qYVV6lXk5aPXSFLSlMcOrQvGtnwHegw+qcfKVOledh8V2rpRxeIRD+PrM/BsVX2XVGBoYFc2S79FEZGssLKyIjExETc3NwYPHoydnZ2YOCdS4NmxYwfe3t64uLhw4MABHj9+rHVsrVSpUgQGBip/T+7YsYPy5cvnaT0lSpQgKEi7l+Pbt28JCAhQ6b7q2LFjntbwqSKagYuIfCIkpKay/PoVdtz1Ux4b3bAxU1zdMDJQzcS+HfqK6Wf+IyQmOn+LBPb2+pom5ezz/bwi2eN34T5rJmyiboua9PuxB6UrlFK5f/Os3exZckhP1YFtpVK8DS7Y8e0i2inrYIu5lblOnWlFilliWcwCCytzTC1MMTI2xMDAALlchkQiRZIkwcjUiNCnb4iLjMfA0ABjUyOMTY0xNjHCyNgIIxMjIkIjSU3+9Ma2KtUpT9izt6QkpqrdJwgCP20rQrM2V/VQWfYMuzGNyy9j9V1GgWCmmzsjGjTSdxkihZS3b99SrFgxZDIZq1atIioqiokTJ1KhQgV9lyYiopVGjRrh7e1NvXr18Pf3RxAEmjZtys2bN9XWPn36lP79+xMQEECpUqWwsLDg6NGjODiof5CuKxlT76RSKTdv3iQsLIxz586prd26dSvz588nIiICR0dH/P39cXFx4erVgvn3taAhCk0iIp8YXq9e8sPZ/3gRm+5r07ScPb+370ypDHGhAEkSCStvXGOLn0++djdNdXVjXOOm+XhGkZwgSZWw/+ejnNx0jqGe/WjVt7nyk6TQoDcMdpygt9rquNXg/tVHeju/SO6wtLagSv2KBFx7hEzHTiUR7VSsZc/bkPckJ6RoXWNqbsLyQ0nUqHc/HyvTjYdxDeh6srFeumoLGv/06UeDMmX1XYZIIeft27cIgkDp0qX1XYqISLa0bNmSc+fOMXz4cOzs7LC3t2fDhg3cu3dPZZ1UKuXw4cP06NGDx48fI5fLqV69OoaGH9bhnjH1zsjICAcHB0aPHo2NjY3a2nr16nHp0iU8PDy4c+cOly9fZvv27WzcuPGDavhcEIUmEZFPkESJhJ9vXGWbny9yoFHZcuzr3VfjWp+w10w/8x/Po/NnJKpZ+Qrs7NEnX84lknvCnr9lzYRNpEmkjF4xiAo1y5GSmEK/8mNIitdPepSJuQkmJkbEx2Tt8WJgaEDtZtUJC3pLeGhkPlUnkhlBgDrNa/A84CXxUQn6LueTwLqEFXK5jLjI7L+eRUsV4bdjLylT/kU+VJYzpvpO4fDTeH2XoVdMDAzxHzMe0w/0GxH5fHn48CFfffUVr169QhAE7O3t2bdvHzVq1NB3aSIiWrl//z6VK1cmMTGRmTNnEhUVxez/Y++uw+Ossj+Af99xSSYTd3etpJ42Baq4aynusLuwy2ILyy7usPCj7KKFYossXoHS0rSppR53d5tkkozP+/sjVNLY+DuTnM/z9KGZue+9JyFNZs577rmPPoqZM2eOGpuTk4P8/HzXB/m77OxsHDx4EJmZmScSYYsWLcLu3bs5i8mTUKKJkCmsoKUJD279GXPDwvH88lXjjtMaDXhlTz7eO+ya6qZnzlqBqzKyrL7OYDKhorsLvlIpwrwVk45v6u9DuLeCemDYiGVZ7PpmP9596GN4KeWQKaQ4so3bConM3FQU5pWO+3xQVADEMjEay5oh85YiOj0CpXsrXRghAYb7B+k0OjRXtnEdypSSPC8B5furJh/4u4ikQLz67QEolCrnBWWDd2tuxnMHpneCZXZIKL664hquwyAe7Mwzz8Stt96Ka64Z/j76/PPP8Z///Afbt2/nODJCHONPf/oTrrrqKixcuNCh8+7btw/V1dUwGk/2OLzuuutGjVu0aBHy8/Nx2WWX4YwzzkB0dDTuv/9+VFRUODSeqYoSTYRMcRqDAY39fUjyDxh3jMFkwrGONhQ0N+OzomNo7HfucfIiHh+fX3YlZoaEWnzNP3dsw2dFx6A3mZARGIQvL7960jvBbQNqHG1vw6r4RHtDntaG1Bp89I8v8M3rGzk/Lt432Ad9Xeox48jISUbl4dpRfWvSc5JRNcbjxPH8w3wRGBmAsn2U3HO01AVJKN1r/YvbjJwIPLvhF4gk7vP9f/6v96O0Wz35wCnsxpmz8VjumVyHQTzYzJkzceTIkRGPzZo1C4cPc3OyMCET0Wg0WL9+PXx9fXHFFVfggQcewJYtW5CSkoLXXnsN4eHho66ZNWsWCgsLkZSUBC8vrxOP79+/3+Y47rzzTmzZsgUzZ848sQ2PYRh88cUXo8Zu27YN2dnZ6Orqwh133AGVSoVnn30Wy5cvt3n96YQSTYSQE/Y3N+G1vbuxt7nR6WuFyL3w3dXXIlAmn3wwgJd278K6AycbBd4yKxuPLDlj0utu+f4b/Pu8C0c1RCfWqzlWj3/d+TZK9nB7Jyd1QSIEQgF0Gj36u/oxpNYiPCEEpRMkN4KiAyCWiNBY3uLCSKcPkUSI5HkJKNtXBYNu6jXf5ppPgDeMRjMGVbZtQTzryhg8+Op3Do7KNuUDM3HuRurTR43Aib2ys7OxYcMGpKWlAQDKy8txzTXX4ODBgxxHRsho1157Lfr6+jA4OAgej4eYmBhceuml2LZtG8rKyvDDDz+MumbHjh1jzrV06VKb40hMTERhYSEkEonNcxDLUKKJEDICy7LY2VCPl/fsQmFHu1PXCvXyxiOLl+KcxKRJt7f9Ul2F238a+UbpgwsuwdKY2Amve3DrFswOCcWVNmzVI6OZzWZsfn873n1wA9Qe1neHL+AjbWESCneOv/WO2CYyJRyNZc1chzFlJc9NQHmB5VvmTscwDL6tLINExk1/tVM9X3oP3imkZOQLy1fhsrQMrsMgHmzz5s1Yu3YtZs2aBYZhcOTIEWzYsAErV67kOjRCRklLS0NJSQm0Wi1CQkLQ09MD3u83gTMyMlBUNHZrBpPJhMbGRsTExDgkjtzcXOTl5U045ssvv8Tll18+4oS64xiGgb+/P84991zI5ZbdLJ+upvcGeULIKAzDIDc6BkuiovFLTRVe2bsbFd1dTlmrdUCNP2z+ER8XRuDvS89CakDguGNnhISMeuy+nzfiiTOW4dzE5HETVfPCI/Dy7l24IDkVUqHQYbFPVzweD+fcsgwLz8/GTan3YsDGCgsumIwmFO4sRcKsWHQ2dqGva3pv3XEkgci+U2DI+NIWJqNkT7ldc7Asi/rqBCRncttjzWTm4fsaAQBKNPlKpFyHQDzc6tWrUVJSgn379oFlWSxcuBABAeO3SSCES2KxGAAgkUgQGxt7IskEACKRaMxrdu7ciauvvho8Hg8NDQ0oKCjA66+/jg0bNli9/saNGwEM91264oorcNVVV42oajrnnHNO/L2oqAiXX345CgoKxpyro6MDb7755rgVV2QYVTQRQiZkZln8WFGG1/btQZ0TT6bjMQzmhIYjwd8fiX5+iPf1R6KfP4Lk8hNJpJz3/4PWgdEnFS2NjsETZyxHpI/PqOca+/qw9MN38cCiJbhjzjynxT8dffzkV/jw8f9yHYZNvP284O0nR0uVc6v2pou0Rcko2W1fMoSM5hOogElvnPSkRUvc93oQVl/2iwOish1tmzvpy8uvQnbo6J4khBAyFaWlpeHrr78Gy7K47LLLTvwdAC677DKUlJSMumbhwoX4+OOPcdlll53oPZaeno7i4mKr1z/zzPF74jEMg23btlk134oVK/DLL9z+TnV3VNFECJkQj2FwQXIqzklMxv9Ki/H6/j1oUTu+EsTMstjf0oT9LU0AAAGPhzhfP7Sq1bgqIxPXZc3CeGnxHfV1WPXJevxp/kLcNDMbQv7J6ooIhQIXp6Th3wf346qMTCjpLrLDrHn0UsgUUrzzwAYYDSauw7GKumcA0WkRlGhyAJlCCpOH/f/3FMExgagoqHbIXLWlMofMYw8BQ5VMxynF1B+E2Gfz5s249957UVNTA5PJBJZlwTAMTCb6eUzcz9DQ0IiqoVP/Pt6uBKPRiPj4+BGPjVf9NBlbT2M8dOgQjhw5Aq325Nbzu+66i5JMFqBEEyHEIgIeD1ekZ+LC5FT8t7gQbxbsQ+eQ87ZNGc1mXJGWgYWRUdAaDLjki08nXE9rNOL5/J2o6e3F88tXnXicYRi8vPJsbKmuxFclxdR81YEYhsElfzoXGYtT8PTVr6GlyrOOsq8+WgehWACDzjj5YDJKcEwggiIDUHGw2q7+QWRs6YuSUezAKrHaYu7ffEp5Gq5DcBt004PY649//CPeeOMNLFy48MTpWYS4q7q6OquvkUgkGBgYOJGIKi4udkgT7/b2dhQXF49IHp2a+Dru+eefx3//+180NDRg6dKl+OWXX7Bs2TLcdddddscwHdAxTIQQq4gFAlw3YxZ+u/5mPLw4F75OPLXhxd27sL+5Edd+86XFSa2fKssxqB99jPeq+ERckznD0SESAEnZ8Xjr4AtYtmYJ16FYRaPWInF2HNdheJyE2bFIyo5De10nCneWQjc0+t8bsY8yyAe1RQ0OndNoMDt0PltI+KO3Pk9XPnTiEbGTQqHAqlWroFAoIJfLT/whZKp47LHHsGrVKrS0tOCGG27AsmXL8OSTT9o15/r167FgwQJcdNFFeOyxx3DBBRfgmWeeGXPshg0bsHv3bkRERODrr79GQUGBzRVV0xElmgghNpEKhbh19lxsvOZ6JPr5O2UNncmIf+7YDo3R8oqTIYMBW6rHPuZeRs3AnUbmLcWDH/0Bf/3gbkhkYq7DsZi6dxBSb3rDNxmhWICMxSkIjQ9G1aFaVBys4TqkKUsZpIDUS4KhfsdW/6TO4f7nn5TnOYcHOJO3SAwBj16CE/uce+65+PHHH7kOgxCnWblyJT7++GM8/vjjmDdvHnbt2oXly5fbNecrr7yCQ4cOIT4+HgcPHsS2bduQkpIy5liJRAKJRAKz2QyWZZGcnGxTZdZ0RVvnCCF2CfbywueXXokbv/8fjrW7x9apr0tLcElqOtdhTDsMw2Dl9WcgZX4inr7qVdQcq+c6pEk1ljUjNC4YcoUMXc09XIfjloKiAjCk1qBoVxnXoUx5ARH+AFi01ji+d1jKbOcd5mApCX8Q16dJ8GGJdvLBU5gzK4HJ1BcYGAiGYcCyLLq7u+Hl5QWJRHKiR1NHRwfXIRLiMLGxsbjzzjsdNp9QKISvry+Mv9/Ezs3NxUMPPTTmWJlMBoPBgJkzZ+LBBx9EREQEhobsP5xjuqBEEyHEbr5SKT6++HLc/uO32NPUyHU42NvUgI+PHcHlaRk43NaKrTXV2F5Xg38sPQtLomO4Dm/Ki0oJxxt7n8F/7v8I36/bwnU4k2qtaUdmbholmsbhG+yDjoYursOY8kJig6Ad0kHV3ueU+VNnVjhlXmswDPBYxr+QE3wOHtqTgB6tjuuQOKGUUn8mYrsDBw5wHQIhLhEbGztmo/CaGturqsViMViWRVJSEt544w1ER0ejq2vs1zjr1q2DXq/Hyy+/jEceeQQ1NTXYsGGDzWtPNwzLjneOEyGEWEdnNOIPm37E1lrHnJJkLwGPB6P5ZF+SC5NT8eqq0c3+iPPs+mYfXr75LQyo3HvLTHpOMorzHdd4eSrJXJKKwp2lXIcxpUWmhKO3XYWBXuf8OwmMVOLjfTucMretOnQR+OuBq5Hf3M91KC63NDoGH1x4KddhEA/X0NCAoKCgE82RtVotOjs7ERkZyXFkhDhGcXHxib9rtVps2LABvr6+ePzxx22ec9u2bcjOzkZXVxfuuOMOqFQqPPvss3ZvySOj0QZxQojDiAUCvHnO+bgoOZXrUABgRJIJABZHRXMUyfS1+OL5+PfhF5G2KJnrUCZk1HN/Ipe7GufUYeIgsZlR6GrqdlqSCQDS5imdNretgsRN+GDRi4hXenEdistRI3DiCJdddtmIj1mWHfUYIZ4sPT39xJ/s7Gy89tpryMvLs2vOs846Cz4+PoiPj8cvv/yCgoKCUUkmjUaDt956C59//jnMZjPuv/9+ZGZm4vLLL0dzc7Nd608nlGgihDiUkM/HSyvPxtqsmVyHMsoSSjRxIjg6EK/89k9c88glY5ZAuwO9lk5OG49Bb3kzfmKdxOw4NFW0QDPg3J5F/T0mmEzu92+PxwBXJXLfO8rVfCW0dY7YT6/XjzjqXSqVQqebnttRyfTQ29uL2tpau+ZQq9W45557kJqairS0NPzpT3+CWq0eMebWW2/Fxo0b8fbbb2PlypVQqVR44YUXEBMTgzvuuMOu9acT6tFECHE4HsPgH0vPgo9Ygv8r2Mt1OACAaB8lguTT7865u+AL+Ljxqasx48wMPL/2dfS0qbgOaQRnv9H3ZENq+to4Q+r8RJQfqIbZZJ58sJ0Ob2/Ev5+8AHc9/p3bVahdHP49Xjp0BXSm6VNVqKSKJuIAxxt/BwUFAQDa29tBHVHIVDJ37twTNyhNJhNqa2tx//332zXnXXfdBZlMhs8++wwA8Pbbb+Ouu+4a0Xvp0KFDKCkpgVarRUhICH7++WfweDycffbZyMjIsGv96YQSTYQQp2AYBn9emAOFWIxndnHfG6S+T4UXd+/E/QsXu21VzXQwe1km/n3kJbxw/Rs4sOUo1+GcMNhHp4iMR92tnnwQsQoXfa++f7sOodHn4JIbN7p03YkcUuWgoDsN4d5S1KgGuA7HZaiiiTjCH//4RyxevBjXXXcdAOCjjz7Co48+ynFUhDjOSy+9dOLvAoEAsbGxCAsLs2vOY8eO4ejRk68/161bhxkzZowYIxaLAQASiQSxsbHg8U5uAhOJRHatP51QookQ4lS3zJ4DhViMR7b9AjPHd9reOrAfA3o9Hl96FniUbOKMb5APnv7pEbz5x/fd5lS6QTdvVs4lVYdzTkGbjhT+3giOCeSsufrbj7YgKHwJFq/cycn6p2rTRuGOvOzfT56bPkkmgHo0Ece48cYbERsbi40bh5PH7733HpYsWcJxVIQ4ztKlS9HZ2QmpVAovL8fsSjCZTFCr1fD29gYADA4OwnxaT1edTofS0lKwLDvi78BwU3JiGTp1jhDiEhsrK3Dflp9gMDt/m8hkLklJw3PLV0HAozZ1XBrsG8Ta+Hug7nGPN5lyhQyD/VTZdDpvPy+3+X/kyRJmxaKzsQt9XdxWiIkkQrz4rQ4pWYWcxWA087E2/88oaJ1+J84BwPoLL0VudAzXYRBCiNtat24dnnrqKbS3twMYbgz+yiuvYPny5VCpVFAqlTbN+8ILL+DDDz/EmjVrwDAMPv/8c6xdu3bElryYmJhxdz8wDIOamhqb1p5uKNFECHGZvPo63PnTd9AYuW8uvDI+AW+sPg9CPp/rUKa1L178Du88+DHXYQAAgiL90dHYzXUYbic6LQL1JU1ch+GxBEI+UhcmoTCPmyqmsfgEeuFfPzYiNLKBk/VfLrsbbx3j/vcAV769cg2ygkO4DoN4qAcffBDPP/88Lr/88jHfDH/xxRccREWI47zzzjt49dVX8fLLL2PhwoUAgN27d+Phhx/Giy++iIcffhgHDx60ef7Nmzdj69atYFkWK1aswOrVqx0VOjkFJZoIIS51sLUZN333DdR67k9G+eXaGxDv5891GNOaTqPD9Yl/QHcL9ydPUUJlbGkLk1Cyp4LrMDxScHQghBIhmspbuA5llIikQLz67QEolCqXrruj82zcvD3KpWu6gyT/AFyYnIJFkdFI8Q+AWEDdK4htfvjhB5x//vn48MMPx3z++uuvd3FEhDhWZmYmfvrpJ0RFjfxdUVdXh6SkJPz5z3/Gc889Z9Wc/f396OnpQUxMzIjHa2tr4e/vD4VCYW/Y5DSUaCKEuFxpZweu+/ZrdGu43ab0+aVXYl54BKcxEOCnt3/Ba3e8zXUYnDRo9gRZuWk4llfCdRgeJz0nBVWHaqDT6LkOZVwLz43GP9753mHzqY1KbGw9F/0GKfr0Eqj0QvTr+FDpGfTpAJXOiI5BrVtsoebK5jXXI9pHSYkmQggZR3p6OoqLi8d8LikpCRUV1t/8uuOOO7BixQpceumlIx7fsGED9uzZg3Xr1tkUKxkf/ZYjhLhcamAQvr1qDV7buxvflJVw1iS8R6PhZF0y0qobz8QXL32Plqo2TuOoPFQDZbAPVO3U/PpUTRUtUPh7o59On7OITCFFVGoEivPLuA5lUqExjp3v7ao1p2yJM/z+h5xKrdehqb+PqmmJzR544IEJn3/hhRdcFAkhzqHX66HVaiE57eAEjUYzqnG3pfLy8vDvf/971ONr167F888/b9OcZGLUCZcQwolwbwVeXLEaP197A85LSuYkhh6OK6rIMIFQgBueuIrrMKAd1CE0NojrMNxOT5sKfqFK8AXUz2wyAeF+kMjFKNtXyXUoFll+qeO2RLZoYvB+MRXJTyavvg4KMZ06R2z30ksvYceOHZBKpZDL5aP+EOLpLrnkEqxduxYqlerEY729vbjuuutGVSRZij9BT9bxGn8T+1CiiRDCqThfP7y++jz8dM11WBEX79K1CzvaoXODxuQEWHrFQsTPjOE6DJTurXSLONyJXCGDws8bIqmQ61Dcnn+4H3paVVyHYZH4GSGIT3Fc1dW/yi6FzmRy2HxT1bbaGvhJpVyHQTzY1q1bkZSUhE8//RR6vR7XXnstHn/88RN/CPF0Tz31FIRCISIiIjBr1izMnj0bkZGREAgEeOqpp2ya02g0or9/9EmnfX19MBio+tYZqEcTIcStHG1rxat7dyOvoc4l6/lLpbgsLQNXZ2QhykfpkjXJ2OpLm/C3c55Be30np3EExwSiq6kbJuP07SMDAH4hSoQnhqLyUA20g9w373d3CbNiUXW4luswLHb7M2G45IZNDpmrTD0L52+aB3pBOblAmRz7brmD6zDIFNDf34/PPvsMH3zwAaRSKZ577jnMnz+f67AIcZjq6mocOnQIADBr1iwkJCTYPNcTTzyBgwcPYv369fD19QUwXCV18803IysrC//4xz8cETI5BSWaCCFuaX9zE17Zk4/9La47BWxJVDSuyZyBZbHxEPCo4JML3a29ePS8Zzl/w04NsIG4rGjUHKvnOgyPkJQdh542Fbqae7gOxWLrtukcVtF0056/Iq9x9J1iMlp6YBB+uHot12GQKaK1tRXr16/H66+/jueee45OnCNkHCaTCTfddBO+/vprJCYmAgAqKytx6aWX4v33359wax2xDSWaCCFui2VZ7Gqsx4v5O1HU2eGydYPlXrhp1mzcOnuuy9YkJw2pNXjyipdxYMtRzmIQSUXwUso8ZhuUowVG+qOrqQf0EmF8AiEfyXMT0NOmQmtNO9fhWO2hd/xw5rnb7Z4nv3s5rv/VtduePdnS6Fh8cOElXIdBPJjJZML333+P9957D7W1tVi7di2uv/56hIaGch0aIW7v1Cqp2bNnIz6efn85CyWaCCFur2NwALkfvAu92bX9Pz688FIsiY5x6ZpkmNFgxL/ueBubP7D/jbCtUucnotRDmjo7UnhiKAb7hqDqoNP3xpOxOAVNFa0e/TW69J4Y3PbId3bNYWaBi7bfj5IuOpHQUpenZeD55au4DoN4sJCQEERFReGmm25Cbm7uqOfT0tI4iIoQQkaiRBMhxCP89ZfN+Lq02KVrRvsosXnN9RALBC5dlwxjWRYfP/EVPvrnF5zFEJkSjsayZs7Wd7X4mTFoqW6DRq3lOhS3lZmbisK8Uq7DsFvm4gi89MVPds2hNUqx6Kdb0K/TOyiqqe+uOfNx/6LFXIdBPFhMTMyJU7IYhhlRecowDGpqargKjRBCTqB3T4QQj3DTrGyXJ5rq+1T4z8EC/HH+QpeuS4YxDIO1j1+OwKgAvHrbv2E2ub45t0gyfU5aS1uYhPKCapiMdHLYWBiGQfqipCmRZAKAqiNdMJkY8Pm232+UCDS4PJHBe0UODGyKC6Lj54md6urquA6BEEImRd1uCSEeITUgEIsjo12+7roD+9DU77nbY6aC1Teeiad+fBhSL4nL164+UoewhGCXr+tqWbmpKNlTQUmmcfAFfCTPT0BRfjnXoTiMZkCL5jr7e1Osid0ExgHxTBcBMko0EUIImfoo0UQI8Rg3z8p2+Zp6kwlqHR3tzrW5q2bilR1PwC/U1+VrK4N8XL6mK3n7yXFsilTpOINIKkJcVhTK9k69fl0VRVF2zxElrcSyaIUDopkeqKKJEELIdECJJkKIx8iNjsHq+ESXrxvpo3T5mmS0hFmxeH330wiM9HfpugLB1D7yVq6QcR2C25J5SxEWH4zKQ7Vch+IUvV3WVwmaWeC1ijvxSf11aNAM/zxem3DY0aFNWZRoIoQQMh1QjyZCiMdgGAavrDobnd8M4mBri0vWDJDJ4CUSuWQtMrng6EBc+cBF+L8/vOeyNTUDU7sxtoSDLYnuKD0nGX1dasgUUogkIvAYBt2tvagrauQ6NKdJTO+w+ppXy+/GW8eMAKQAzkK0z/lYEmaGTGjAkMHo8BinmkDaOkcIIWQaoEQTIcSjSARCvH3eRbj8q89Q09vr9PWiqZrJ7ay8finWP/Y5BlSDLlmvs6nHJetwRSylRCoA6LUGNJW7JoHtLhLTres5pTOJ8V2NCMDJhFJ93yDqqY2dRbxEIkiF0+eAAUIIIdMXbZ0jhHgcX6kUT56x3CVrUaLJ/Ui9pDj3Ntf8/wcAVUcfvHym7vYygYjuOQXHBKKhtInrMFwqIjEAcm+1VdeI+To8OY/6edmKqpkIIYRMF5RoIoR4pNmhYZAKnP8GOVqpdPoaxHoX3nM2+C7snRSVHuGytVyNx5veLwVEEiH4Ah50Q3quQ3GpxFleNl2nM1EFnK3ELvidRQhxjBtuuAEMw+C5554b8fi3334Lhhl91mZycjJEIhGam5tHPXfGGWeMORcAnHPOOWAYBv/4xz9GjT/9zx133GH/J0aIi0zvV5eEEI8lFggwLzzS6etQRZN7Cozwx9IrFrpsvZLdFchcnAKBcAo2Bh/jBfN0kpQdj5aqdq7DcLmORsOox0xGHrRDUpiM4788LOmbuklXZ6MTTAnxLBKJBM8//zx6J2nVsGvXLmi1Wlx++eVYv379mGMiIyPxwQcfjHispaUF27ZtQ2ho6Kjxt956K1pbW0f8eeGFF2z+XAhxNUo0EUI8Vk6k/UdzT4TPMMgICnbqGsR2l9x7nkvXK9xVhrgZMeDxp9ivTpblOgLOpC1MQlF+GddhcKJ4TzM620JOfNzZFoI/X7YKFyYk4ZyoTJwdMRMXxM/FpWkLcfXsJbhu4Rm4eeky5NcoOIzas/VTookQj7J8+XKEhITg2WefnXDce++9h2uuuQZr167F+++/D3aM36vnnXceuru7kZ+ff+Kx9evXY+XKlQgKCho1XiaTISQkZMQfhYJ+/hLPMcVeLRNCppPFUdFOnf+uufMR5+vn1DWI7ZLnxCNzSapL16w4UI2k7LgpVQSk00yvLWOnMpvMXIfAqXsvSMa7z1+IX78/C3evikfZ/pPN0M1mFjqNHgOqIfS09aO9vhetzX0oHbSurxM5Sa3XwWSe3t9zhHgSPp+PZ555Bm+88Qaamsbu46dWq/Hll1/i2muvxYoVKzA4OIjffvtt1DiRSIQ1a9aMqGpav349brrpJmeFTwinKNFECPFYyf4BCJA5p0lzRlAw7pm7wClzE8f56/q78X/7n8Ndr90IHs812Z+y/VVIXZDkkrWcSeotQeqCJFQcqOY6FM6U7a9CVm4a12FwpqtJhS//VYcX7uhGX+fApOODz0mF1mScdBwZ34B++iZ2CfFEF198MWbOnInHH398zOc///xzJCYmIj09HXw+H1dddRXee++9McfefPPN+OKLLzA4OIi8vDz09fXh3HPPHXPsunXr4OXlNeLPhx9+6LDPixBno66EhBCPxTAMciKj8V25Y09BuiA5BQ/nLIWQPwX78UwxobHBCI0NRvKceIQnhuKpK1+BZkDr9HVL9lQgZV4CRJLhxsgsAINOj7J9VU5f2xGCogJgNplRureC61A4dyyvBCnzE1G2r5LrUNweMzcUQB/XYXi0fp0OPhIJ12EQQqzw/PPP46yzzsJf/vKXUc+99957uPbaa098fO211yI3NxcqlQrK0w6UycrKQmJiIr766its374da9euhVAoHHPNNWvW4G9/+9uIx8baYkeIu6JEEyHEo+VERjks0ZQVHIK/556J2aFhDpmPuNa8s2fhtV1P4dHzn0VnY7fT1yvbPzKplDAzxulrOkpwdCAKd9Ix9cfVHKuHMsgHqg5KokzE+Fs9cngM+AEy7Jsjgc5k4jokj9Ov0wLw4ToMQogVcnNzsWrVKjzyyCO44YYbTjxeUlKCffv2oaCgAA8++OCJx00mEz777DPceeedo+a66aab8Oabb6KkpAT79+8fd00fHx8kJCQ49PMgxJUo0UQI8Wg5kfb3aQqWe+GBRUtwYUoqeFOp+c40FJcVjTf2Pou/X/i8y7eEtTd0uXQ9WwnFAlQfqeM6DLfiG+SD9vpOrsNwe+2bTjZOn2+chT3zpTBQzyGrUENwQjzTc889h5kzZyIp6eTW+ffeew+5ubl48803R4zdsGED3nvvvTETTddccw3uv/9+zJgxA2lp03frNpn6qEcTIcSjhXp7I96Oht23zZ6DrWtvxMWpaZRkmiL8Q33x8m//RM7F81y2ZkCEP2LSI5G2MAnxbl7ZFJsVjSG1husw3EpgBDX9t1bzJ4eRU2yin5tW6qNEEyEeKTMzE2vWrMEbb7wBADAYDNiwYQOuvvpqZGRkjPhzyy234ODBgzh69OioeXx9fdHa2opff/11wvWGhobQ1tY24k9vb69TPjdCnIESTYQQj5cTGWXTdUujY/BgTi7kIpGDIyJck8jEeOy/f8acVTOcvlZEUii6mrpRuLMUJXsqUH2kDr7BPkiel4DE7DjEzYhGdFoEwhNDkL4oGWEJIZNP6kQi8dj9IKYrhb83ygqmb0N0ezT+Zx9y66mXnTWGt84RQjzRk08+CZZlAQDff/89uru7cfHFF48al5iYiMzMzHGbgiuVSsjl8gnXeueddxAaGjriz9VXX23/J0GIizDs8X8thBDiobbWVOG2H7+z6hoxX4DNa65H9GmNGsnUMtg/hPuWPIbawganrZGZm4rCPOv6HSXMigXDY1B5sMZJUY0vKzcNx/JKXL6uu0pblIyS3eVch+HRAv/vHOw19nAdhkd4ZPFS3DJ7DtdhEEIIIU5FFU2EEI+XGx2LZP8Ai8dnBYfgu6vWUJJpGpArZHjqh4fgF6J02hq9bSqrr6k6XIvKgzUIjQtGek4KBELXVYWYqafOCFWHa6EMVHAdhsdiGaBeSNvBLKXW09eKEELI1EeJJkKIxxPx+XhhxWrwJ+kVIuLx8cCiJfjq8quRZEViini2oKhAPPnDQ5DIxE6ZX+4js/na1pp2FOeXQaaQITM3Fd5+E5fSO4JBZ3T6Gp5Er9EjMplOmrRV+JUz0aoZ5DoMj0HNwAkhhEwHlGgihEwJmUHBuD177ObPEoEAl6am48dr1uKOOfMg4NGPvukmKTseD3/yJzBOaFxcXlCNlPn2HUHc361GYV4pdBoDxDLn9gzTDtEb3dMV76lAUKQ/12F4nOBzU1G81JfrMDyGUiKBmTpWEEIImQbo3RYhZMr4y8IcvHXuBUj0G37DmBUcgqfOXI69N9+BF1esRoIfvZGczhZdOBd3vHy9w+dNz0lGXVGjQ+Yarq4Jd8hc4xnqG3Lq/J7IbDLDP5x+Plgj8s+LUbDKFz06OsHQUmfFxCErmNvDAAghhBBXoGbghJApx2Q2o7G/DzFKutNORmJZFv/3h/fw/botkHlLMaS2/U2yT4A3gmOCUHHAsSeWObtZt1gmgm5I77T5PVlEUiiaKlq5DsOtMQIGIS+sxi4eHbNtrbfOvQDZoeEIkNm+3ZYQQgjxBAKuAyCEEEfj83iUZCJjYhgGd712I9IXJaP6aD2+eNG60wqP4/F54Av5Dk8yAYC6d8Dhcx4nllKSaSJSLwnXIbg9WZQfKuQ6gAqZrCLmC7AkKgYyoZDrUAghhBCno61zhBBCphW+gI+zrlmCldcvRUhskE1zJGbHoadV5djAftdY1gyh2Dn3gbz9vZwy71RReagWmbmpXIfh1gZruhH1n3IsEPhBwqf7lZbKiYyiJBMhhJBpgxJNhBBCpqXotEi8sfcZpC1Ktvpak9HkhIiGJc1NgNHgnPknOyEvIDoA3v7eTlnbUxTmlSJjcQqc0Dd+yug91IzOezYi7p+HcWazCElyJdchubVguRduy57LdRiEEEKIy1CPJkIIIdOaXqvHK7f+G79+stPiazKXpKJ4dznMJrNDY3F2f6bkuQkoL6ga9/mkG+djUxYQrhcippcHRYsWhppedBQ1Y1A1vZqIJ89NQPWRWqcl/aYa/9xYiC5OwTHxEPr1dLLhcWsyZ+ChnFzIRc49TZIQQghxJ5RoIoQQMu2xLItPnvoaHz7+X4uviUqNwFDfELpaeuxen8djkLowGcX5ZXbPNZGMnBQUTbBG0gVZ2HTWGFVPLIsz64VoeG2XE6NzP3EzotFa3Q7NgJbrUDwGXyZE2A1z0D3TF4VD4//bWMTzQ6PEgMYhtQujc72FEZH45JIruA6DEEIIcSnaOkcIIWTaYxgG1z52GR759F4IxZb1UWkobcLQgAbRaRF2r5+YHTdhkskvRGn3GgDA8CfeD6ZvH6cROcNgT6QJkmnWLLvmaD0Cwv2goN5WFjMNGdC4bg+GbtuI7PfrkatVIFAyOnkpHDTC+7G9yJT5nXhMKZaAN8X2LEYofLgOgRBCCHE5SjQRQgghvzvzqhw8/tVfLB4/1K+BIsD+nkYNpc1jPh6bGYWYjEj0tKmQuiAJgZH+dq3DmicuYp7oeS2fRdQy6/tZebrG8hZIvCTwD6OTLK2lOtaK5od+huKu7cg9oEe2xA8C3vBLT5OIB127Gpq7tyAHvvCXSJH4QTUWmZTcBu1ga7NmomPQeSdJEkIIIe6IEk2EEELIKeadMxsp8xMtHu+MbVVhCSFIyo5DbWED6ooaAQCleyvQ06pCZm6azfMa9cYJnzecGTnuc+lqMQaru21e25N11HfBZDQjyI5En3+YL/xClY4LypOYWTR/fAiqOzYi7ZVSnNErg0BtAACwBhPa7t2EkH8eRM/+RnQ9+RuCpRM3rfcUs0JCkejnj6011VyHQgghhLgUnUtLCCGEnIJhGFz90MV4/OIXLBrfUd/lsLUDwv0QFB2I0j0VGKuFosloQnF+GeQKGQb7rW/OrdPox187yh/5IaOf99fzMW/PICq+2Yux666mB1VHH1LmJ6Kj0fJkW2RyGLyUcrTVdaC7pRcA4BuiREh0IHgCHorzy50VrtsarOvF4D+3jXpc29oPADD0apC8uw/tsyzbwurOzCyLjwuPwkcs5joUQgghxKWoGTghhBByGrPZjNuy/oL6kiaLxiuDfKDq6LN5vaBIfwTHBKF0b4VFp5ylLUpCye4K69eJDhg3MSbxkiD45jnYFmMATumTs/L7PlRvKz3xcdJFM9Ge5QOhmYWy3YCqd/ZYHYcnC0sIQUtV26TjIlPC0d3Sg6F+zbhj0hclo2RPOeiV2Gi+/z4HB7T2N9p3B59ecgUWRIxfLUgIIYRMNbR1jhBCCDkNj8fD9U9cBWWgYtwxDMMgbkY0MhanQKMeP5lgCVVnPwp3llqUZAIAk9Fs0zrqnvF7xWgHtKj/1y4s/7IbEdqTBc/q+YEjxtXPVuCQnw77AvTYks4i/vaFNsXiqRT+k/fkikwJR3fzxEkmACjeXW7VNs3pxPDSfngJRVyH4RARivF/jhBCCCFTESWaCCGEkDEsuWQ+vmh7F9JTTlrj8RjEz4xBxuIUePt5oeZoPYp2lU24Jc0Seq3BqvG1hQ0Qiq3b/S4QCaBRT95PqnZ3FXyeLEBa//Cb/L2BOvhHDJ8M5hfhhxJv3YjxR+MnfynhEzx1Tt4q21eJsISQcZ8/kWSyMPlYXlANvoBejp1uoKoLcxqmxgl0zBQ7SY8QQgiZDL2yIYQQQsbBMAxiM6OQuiAJ6TnJ8PKVo/pIHYp2laG/W81ZXHqNHgmzYq26xseK0/G0gzoY+MP7ubL6xeAJ+QCAgCVxI7bVAUBCD3/CueS+clT9NR1xdy6CQDQ1WkMO9A4ieW4CMnNTkZgdB4W/FwDrk0wAYDaZERgZ4KxQPVrDCzuQIldyHQYEZkBh5CFAz0eYTgBmktMbT7e7scFJkRFCCCHuiRJNhBBCyAQSZsWidG8FivPL0d/tPseUl++vQvqiZASE+Y35vDLYB/Ezok98LPex/CQvkVSEaqkB2T0iDPwjD521nQCAlhT5qLGKhombkodeOQP9AjN+STYDjy9CSNL41UCukrRmLsL+ugSSU6rVrNHfrUZ5QRUK80pRebAG/d0D8A1RorOp26okEwAIxULweFTxMhaGBRTryxAocf4pdLwJdqMu3zaEwPt3w+eBfEgf3IXVv2kmHH+6nfV1dsdHCCGEeJKpcWuREEIIcZLz71yF79dt4TqMUcxmFsW7y8EX8JG5OAWttR3wCVRArpCiq6UXLVVtMOqNJ8bLrEg0haSFoZQHmE/JfygCFTjirQUwMimiLe2ccK7eAAGA4a2F5XI96m+PxVn7w1H+34MWx+NICbcuxKZ0FoABubEBaC60rOH7ZHrbVFZfI5aJEJEYiuqj9Q6JYSrqzq+Dd34d4s9KgHhZLFqC+KgcVNk0V6TMG0GsEGYA0l4DFBX9YJsGoK7uQmdtB/wi/eE3IxzaeG/UBjGok+jBsEDb7poR81R8fwwrDRn4ZYUcJguShLsa62Eym8Hn0f1dQggh0wMlmgghhJAJxKRHInNJKgp3lk4+mAMmowmFu8oAAF3NI0/pGugdRHhSKJorWqGZpDH1qSQJ/gAAzSknzIcsjQd72ptqsQloKZo4UeN/rA84S3riYy2fxcaFQsxPyIX+P4fR3+W6LYhxdy7CluSTpSjSMB/AQYkmW8SkR6G8oIqz9T0FA6BzWxWwbfhrNSMhAL4XpaEv0Qul+n5oTcZxrxXyeJgpVEL8SwNa/rcXqt8fH+DzEJyTgsKdpTh+AHNXfRe6fj+VkQ9gVqAC/knBqB2jiX7lpiIsN6Zh22oFDBPvHoVKq0VRZwdmBHNfzUcIIYS4AiWaCCGEkEmcd/sKt000TcYvWAmZtxSVB2vGHSOSCOEX5Q95uBKCYDnq0uUA9BgSsDiea+pI88bxyqTjUtQiDExyUl7j9nKIls6Cnj+yr82+QD2CH8iCzyN7YTJadtqePWLvycEvCSPXMScokaScDZNSjMYPD1jdlN1eJuP4CRIyvoGqLgy8lAcAiPYWIfjiTBjnBKNSpEWndngrZ6hUjuR2Bj3vH0RPXS+AkbV4ZpMZx/JKEJMRiYHewVFJWgDo7+xHf2f/uHFU/VKClH1ShOfEQ5Phh6NBJqiEY38v72qoo0QTIYSQaYMSTYQQQsgkFl+6AD73foA+F1bfOIpWo4N2YORpcyHJoZAuj0NnEB9tMjPa+QZgRLXScEJpkG+GEsMNvY8odTh921xwmxGTda3SqLXI7hJiT/Dok/mi+vnocXKSKSIrEuyqGGwNH51E+iXRBCSKALBIfGwhgt8vR3t1u1PjOZVYJnbZWlOVUa1H80cHgY8AbwDxZyVAGChH8xd70WhBz+66okZIvSRIX5SM4t3lVq8/1K9B5aYiYBMQyGMwOzsGguxQlEfzUS89+T2XV1+Hu+cusHp+QgghxBNRookQQgiZhEgsxKobz8IXL37HdShWMxtNaCxvAY/PQ/zyVLQv8Ee+UgcwJgDHkzxj95lR84YTTeG5CTg2Ri8aprJ30vV9gn1Q7jd25Y7IAMQtTYa6oQfd9V0wW3ma11gYhkHU3Fjw54aiJIrBDrERwOSVSpVyPcIvTAJecV2iic+fZM8VscqJLXYY7zt6bJoBLYp3lyNlQSIaS5sx2Ddxg/vxmM0s6gtqgYJapF09B/XzT77MPtzWCrVOB28xJRcJIYRMfZRoIoQQQiww75xZHplo8g72QeKN83EkRYjNYiOGq5Usexuu57MQiAToyfDB6dvmwLJoPzJ5fyPebTPQIxxdzQQA+aF64GJfAL4QmOMRpRMi9INKtFW0WRTfqURSEULvmI9jYWZUCU9NolmuKohF5rVzMVTYjpbCRockviZyvDcQcQ9leyuHT2uMjUH1kTq75hoMl+LUBKfRbMbexnqsSEiyL0hCCCHEA1CiiRBCCLGAQed5/XQEQj62L5ejR8gCsC1+33BfHPQbnSiK1oqg7p54K2HSmjnY5D92kul0Rh7grWdsSjIBQMzyFGyKtq/HUpPEiKY5fGBOGLyNEcjoEaD/X/ugHdTZNe94DHrP+56a6lTtfVC19yEzNxWleytHnNxoDf1XpQi5MwVtYiOSBkSI29MLjbgOoEQTIYSQaYDOWSWEEEIsoDmtz5EniF2e+nuSyXbKM+LGPFUrtmvi68IzIrB1thX3s1gWARttPwGuc5bS5mvHohaY0agwOy3JBGBU7yziPgrzSpG6INHm6zvruhD7dgVWftsL06N5qPypEAIevewmhBAyPVBFEyGEEGIBT0wKdM31w6gtb1YqShZirGooad34bcBFUhEar4mFgW95hdHcHgnq9o1/Mt5EfMN8cXCMZuX2Sm4F6hw640jq3kEnzk7s4eUjQ21hg11zdFR3oKO648THAhG97CaEEDI90K0VQgghxAKeVtHkH+mPA0r7q3GaJGNvHVKXjN80O/T2eaiVWbGNjWUh+77W2tBOCFyeCHaMZuX2EhR1O3zOU/V19jl1fmK72KxoDDg4Ecgwjv8eJYQQQtwRJZoIIYQQC3haoslvVSLghOTLcUK5aMzHE1akYZuVvZJ4LAOTHf2KKlKcdJJXnBJxS5OhCPB2yvRGgwlevnKnzE1sF5YQguL8MofPm//tPofPSQghhLgjquElhBBCLKAd9JxEE8MwOJYogK0NwC3RcEkkgns1aK9uh0QuRsTiBGgz/LArzAgw1vWFMvOA3msSwPy91eqT2CJmRGGHNdVTVtiSzgLpvsBFSoQYhJi1fxAVXx126Bo+/t4Or5wh9pHIxE45cXD3dwfQUt2GsPgQh89NCCGEuBOqaCKEEEIs4EkVTUHxQWgVOif5cly1zIDDd8VB+fdcVD4xG1vO9saOSAMG+ba9QR/iszb1sNGfE2PTelZhGLSJjNi8SISE5WkOm5Yv4MNkNjtsPmK/1AWJqDlW75S5fQK88c3rG50yNyGEEOJOKNFECCGEWMCTmoG3V7Vj1ZYBCJycw9DwWRz000NvY3LpOL6ZRdTndTDorEuOxd6dgz3B9jU7twbLY7DjbB9EzY52yHwp8xLQVtMx+UDiEiKJEO31nU6bXyIXo/poHQZUVMFGCCFkaqNEEyGEEGIBjQdtnQOAyi3FOPO7HkhM7t+AeEUR0HSs0aprkq6bh62JJidFND4tn8XRq8MRtyQRcblJkPnIbJonKzcNxbvLHRwdsUfKvET0tKqcNn9bXSfmnT0bWzfkOW0NQgghxB1QookQQgixgCeeGFWzowKLPm+Dt9E9ft0zZhaxQ0IE6/mQmRiAZZGuFqH6wwKr5km6YAY2zeLu/0dkRBB+vSwAv1zih+ZHZyLp8tngWdF4PSMnBcfySpwYIbFWZEq4SxJ/h7cVQuHvBZPR9UlSQgghxFUY1tqum4QQQsg01FbXgTtm/RWDfUNch2K18MwIFF0XhR4hN/2A+GYWS5pF0H9bgfbq9hOP8/g88HgMjAbL33THLU3GtguVMDnxRL2JpAYEoaqnGwbzyJgTB0WI+rEZdXuqJ7w+aU48Kg9Wg159cS8zNxV1RY0QiAQY7BuCXuOabZhvH30J/d0DmHFGukvWI4QQQlyNEk2EEEKIhXZ+vRdPXP4y12HYJDgxBDW3JKBN7LyT6MaS3SOCYH0xuhq67Z4rOCEYh++Mg8bOnlC2SvDzQ3O/GhrjOL2kWBaL2sUwfVaCrvquUU9HpoSjo74TOhclNMjEpN4SxGZGoa6wEUNqjcvWveRP5+LCe1bDoDMgOi3SZesSQgghruIetfSEEEKIB1hy6QKcf8dKrsOwSXtlG6L+rxRRGutPdrOVl5EB884xhySZAECRFMhZkilSoUDn4OD4SSYAYBjsDtHj8B8TkXD7Qkjk4hNPBUT4o6+zn5JMbkSj1mKoX+PSJBMAVB6uQVh8CJor2zyu9xshhBBiCUo0EUIIIVa445XrEZflmFPHXK27sRsBrxUicVDokvWWHDSg14HNlRmZa+I+la9Einlh4Rg0GNCn01l0jZ7PYksqi47H5yDpwhnw9vcCj89Df7faydESa3n7erl8zfriJrAsi7RFSXjngY9dvj4hhBDibJRoIoQQQqwgkojwt8/vg0QmnnywG+pr74P0pUNIV4uctwjLIqdVhKr/HnTstC5ONM0Li0C/Tov9Lc3o0Vhf9dIpMmHLWTKEnJWIoEh/pC1KRnBMIKLTI5GZm4r4mTEIjglEVGq4E6InlijaVYr0RcnIXJLqsjX7u9XobVdBGeiD2sJ67P7eumb4hBBCiLtzXf08IYQQMkVEpYTjnv+7GS/dtI7rUGwy2DsIyXP7MOv++Tjs69itXGE6ATI2d6F6e5lD5wUAc2M/+DN9XNIIPFjuhQOtzTDb2cpySb8clV/umXCMQMhHek4KivMd/zUjE2NZnDhtLnVBIkr3Vrpk3briJviF+GLh+XPwyi1vIeVYAvxCfF2yNiGEEOJsVNFECCGE2GDl9Wdg2bVLuA7DZtpBHTTP7UFav+Mqm3LaRFD+s8ApSSYAqN5ehrO+7YXM5PxEU5SPj91JphkyPzT+feuk44wGE4rzy5CxOAUCId+uNYntult6XbZWfXEjAGDJZQug1xrw0k3rQOfzEEIImSoo0UQIIYTYgGEY3Pr8WvBcUF3jLAadAQNCs8Pmq/U1g+/kRElNXgXmftQMf/3JdUK9vDAvPALRCh+HrDEjOASFHe12z+PbqAVjRe6gaFcZAiL8kbYwCZm5achckoq0hcmInxmD0LhgyH1kdsdExublK4dc6bqv7/FEU2hsMJ7d/CiKdpXhpZvXwWhw7amQhBBCiDPQ1jlCCCHERv6hvpi9IgsHthzlOhSbhKaGYZfUcW9sW8RGpF07C7Vv5jtszrE0HW1AkloL80PzMCjnoaizA60DAwCAmSGh6B4aRGN/v9Xzivl8ZAaF4EBrs0PirI8SgAFgTSqyrbYDbbUd4z4vlokQPyMGJXsq7I6PADEZkQCAAdUQao81uGzdupLGE39PX5SMZzc/iodXP4We1l489sVfIPOWuiwWQgghxNGoookQQojb0usM+PE/v+DPZ/wdD5/9FA5tPcZ1SKMsv3Yp1yHYzGt+pMPnNEpc89Kio6YDdapeFHWOTMocaWtFU38/ZoWEIkKhsHi+WKUSgTK5w5JMAFA72I/glUkOmw8AdEN6lOypQFZuKhjGc6vpuKYM8oHC3xt6jR51RY3oaup26fp1RY0jtsqlL0rGM5v+huL8cvzljMfR3eq6bXyEEEKIo1GiiRBCiFt784/voTCvFAe2HMWDK5/EoV8LuQ5phEUXzYVE7pkn0NXFO/7kOb7RNX1mQpJC0C4yjfkcC+BwWyua+/sR6uWNtIBAZIeGYX54BLJDw5DiH4AgmfzE+Llh4Wjq70eT2voqqMkw58U7fE4AOJZXioTZsZApqPLFFt5+XujvVqOl2v4tkrYY7BtCa83ItTNyUvDMpr+hubIVf1r0N9SXNnESGyGEEGIvSjQRQghxWyKxELFZ0SMee+u+D2Ayjp1g4IJULsGSyxZwHYbV/CP9Uebl2BPnAIDnokSTz+zwScewAFoH1Cjp6sTB1hbsa27CwdYWlHV3oWNoEAIeD74SKQpammEwO65X1an4eud9PSoP1sDL1wshsUFWXysUC5GRk4zUBYlIXZiItEVJSFs0/LE74fEYxCyId2j/pKBIfzSWOa5yzVafPv2/UY9l5KTgmY2PoK+rH/ctfhSFO0s5iIwQQgixDyWaCCGEuLXkOSMrQuqKGrHji90cRTO2VTec6XHbmPwXxwJOiJkxOCdhczrWxEJoZ77RaDajV6txTEBjiJf7oO3RyU+ds0dHfSf6OvuRNMe6yqn4WTEoyi9H6d5KlO6pRMnuCpTsHv44fmaMTckrR/MNVaL/uUX49apAhC91XAIsKCbQYXPZ4+cPf0PVkdpRj2csTsWzm/4Gg96IB1c+iR1f7uEgOkII4ZZeq0dLdRs6GrvQ266CuncAmkEtJzcbO4cG8Z+D+/HY9q0o6Ry/jyI5iWHpLFVCCCFubPP72/DyLW+NeOzVnU8iIyeFo4jGVnOsHu8+9DEKNh/hOpRJBcYGouGOZLSIHXvCFd/M4qxve1GT55pG1QFR/hBdmYadoXrAzU7/k/AFyNxQj579jZMPdpCs3DQcyyuZdFxmbhoKJxnH4/OQvigZTRUt6G3vc1SIVvF/NBf7A4ar7hZ2iNDxTJ5D5uXxeUjPSUZxfjnMJtckRscza1kmnv/5sTET1UW7SvHw2U9DN6TH7S9dh0vvO4+DCAkhxLX6e9T4Yd3P+PXTnRjqH8JQvwaaAe2J5xmGQWxmFNIXJSM9JwXpOckIjg60+4Zfx+AA5EIR5KLhtgImsxn5jQ34vOgYttZWw3hK5fPskFCsyZyJC1NSwfOwG42uQokmQgghbq23ow//uf9DbP90F8xmFgp/b3zR9g74fP7kF3Pg0NZjePuBDag+Usd1KGMKSQ5Fxc1x6Bynv5GthCbgrI19qPrV9Vt9IjIjob44Dof8dC5fezxnNovQ8KJjEiPWiM2MgkgqQkVBNcZ6iZexOAVFu8osno/hMUiemwCDzmDT97TcVw6GAQZ6Bi0an3heFsyRXlD7CrAn6OTWTrEJiH/sMHRDjvt/HJkSDoPOMOEpf67w1I8PY/45s8d8rnBnKR4552loB3V4ZtPfMHfVTNcGRwghDtDb0Yfi/DIU55ejZE85zGYWyiAFlIE+UAb5QBmogDLIB7ohHfZvPozull6013VYfKMjZX4i0hYkISwhBKkLEhE/IwZ8geWvE4+0teKG775G4O/9G1MCAnCkrQ19Oi3WZM5AZlAIPj52BHubR948euasFbgqI8vyL8Q0QokmQgghHqGpogWfPvs/8Bge7n//Lq7DmZDZbMavn+zE9+u2QDuoRUd9F4bUztuiZQ2JXIzQm+Zga6zRtioglh215U5sAnK/63FZJdNYElalY8vZ3pytf6pQqRekt28Fl/c4AyL8EBoXjKrDtdCoh+8EJ2bHoepQDWx95RcSE4jAyABUH6mz6Ps5cVU6CpYpETHEh/bpfBgNEyc3g+KDsPfuWLDjfF+u2qhG1c/FNsU+HoFIgPgZMSgvqHLovNaISg3H20dfHvdN0bp7P8A3r2/Ev/KfQtrCZBdHRwghtjHoDfjo8S+w65t9aKpodepaAiEfSy5bgPNuX4nIlHBoB7QIiPBDU0UryvZVIjE7DrEZUWP+nO0cHMSqT9bjwZxcXJmeiVa1GjvqazFkMODytAx4i4cPfHlm52949/DBEdd6i8T4Ze0NCJJ7OfXz80SUaCKEEOJRTCYTCvNK8e5DH0PuI4NcKYdcIcOZVy/G7GWZXIc3pt3fFeDxi1/gOowRoufFofricNRLDVZdJzADK/bqkT9Pgn6BGTITg4VfdaBuT7WTIrVM5J+X4Lco6z4XZ2EApD1fAm2r40+xs5ZELkZEUihUHf3oau5xyJxiqQiJs2PR29GP5sqx3zz4BPug6IE06PnDLzOXNgrR9PLOCeeNvm8xtkWPv50zt0mI5pcmnsMWmUtSOW+6/Yf/uwXn37lyzK0fd897CBUHqvFZ478REO7PQXSEEGKd3nYVnrziFU5+tsZmRiEpOx5SbwkkMjHqihtxLK8ErJlFyvxEZN2xBCkLkzAn7OShIlU93Ujwm/jn63XffIVdjfWjHl8dn4h1517g8M/D01GiiRBCiEfRDGhw24z7R213yVicglfznuQoqomxLIsHVz6Jw78Wch3KCCKJEJE3zcUvCaZxq0jGsuzzTqjquiC7LgvC7U2oLxjd0NjV+l7IQZeDtwPaY2kJi6a393EdhtPFZERC5i1DxYGqERVL8bcvxM+pI19irj7ConL92F8T/0h/HL43EYYJdjoojDwEP7jX4X2VUhcmonRPpUPntAWPz4PUS4I1j16Gy/9yPkwmE/ZvPIx/XPwChGIhvuv/yG23DBNCyHEVB6vxj4tfRGdTN9ehjCnqvsXYHQd8dukViPP1hbdIPGF/p7KuTry2bzd+rh6/8vWtcy/Aqnj3OrWVawKuAyCEEEKsoe4ZwBlX5uDQ1mOoPFgDlmWxfG0u7nrtRq5DGxfDMJizcobbJZr0WgOq1+3G0lnRaLw8CtUyyyqChKkBUO2thuoFx1eX2CIiKxLVbpRkAgBDxvSoPKkrGu5XofD3QnR6JFqq2jCk1mBPIgNgZKJpcxawenU6KjcXIyQpBIr0EOhivNAQyEOBRAd2krOQ+wVmzFsQh9p8x25zM+gc2xTfVmaTGYN9Q+hq6saXL/+AH97agtaadgDA8rVLKclECHFbg/1DKNpZisO/FuKHf/8MvdY9KozHxDDQmQy45ItPAQByoRAhXt4I8fJCiJc3Qn//u79Mhh8ryvBT5eRtAR7/7VcsCI+EVCgEy7IQ8fkedxqxo1FFEyGEEI/V19WPttoOJM9N4DqUCQ2oBnFD0h/Q16XmOpRxCUQCxNwwF1tTzDBNUt2U3SOC6gnXN7oeT+KN87F5hnu9oAuVekF2+1auw+BE6h9y8WO8fsznRCYGEpZBv8C2qqTl1XzUvpFvT3ijRKWGo6G02aFz2uPCu1cj76s9I5rgvlfyGqJSwie4ihBCXGNIrUFLdRtaqtpQeagWR7YXoeJANeeneFrKFVvtD992N3wkEqeu4e6oookQQojH8glQwCdAwXUYk/rsmf+5dZIJAIx6I6re3oOczAi0XhWLSvn4L8Ja5WZIXRjbRHyCfVCdIAYwdmKDK62aAcyeGYa+Iy1ch+JyqvY+IH7s7xA9n4Uett/jLIpgILf56tEU/t6QeksQnRaB+pImB85sO6PBhLOuWYKvX/0RALDgvGxKMhFCXIZlWag6+9Fa3YaW6na0VLWhpaYNrb//XdXJff9Bd9ev01GiiesACCGEkKmsvb4T37y+keswLNZc2IS4xVGonOBwq9QmFnUui2hs0XNjYTgrAnuCDTDy3CvJdJzPysRpmWjS1vYAi5yTGGkTG3HGzCg0Hmmwe66k7Di01XWgfH81lIEKSL0lJ07o49KR7UV45NM/nUg0Xfbn8zmOiBAy1ZhMJnQ396C56vcEUnXb73/a0Vrd7jYn5XoqtV7HdQico0QTIYQQ4kQGvREGvXv0gLFUT6AQwPgvkox5ja4LBkDSBTMAER+m7iHw/aSonuWNbV56AG7cAwKAIdhd6r5cS13WDsB5FTjiueGAnYmmxOw4VBysOfGxqrMfch+ZvaE5RHNlK+qLmxCXFQ0en4espWlch0QI8UB6nQHtdR0nq5Kq29BaM/z3ttoOj3tt4iisC3ba9+so0USJJkIIIcSJwhNC4O0rh7p3kOtQLFbtPf6Lz/hBIZqO2l9NMh6RVISQO+ZBXKpC55FGSK+fgU2hxyuWRL//1z0rmE6VKfNDx33Ts0eTUa1HslyJ8kGVU+avjBPg9PcJYfHBaKvrtLhHiEQuHvExX8DDYN+QgyK038dPfolzbl2BgHC/ad9QlhAyvuP9koarktrRUtWKlprhqqSOhi5QO+bRXPEjVU2JJko0EUIIIc7EMAyS5yXgwJajXIcyKR6PQfi9i1EtHL9SKKlUi8nPX7FdzDnp2BRtBKK9gFUpAOP+SaXTpct9of/zVpgGPS92R5G+eBB+92WgR+f47Rc1UgNin1mCmcV66Ku60VzZipbqdqTnJKM4v9yySU578+UToEBPm8rhsdqqpbodDAPkXr6A61AIIW5GrzNg51d78f1bW1Cy28KfeeQEV+Te+mnrHCY5SJYQQggh9kqZl8h1CJMSCPkIemDik1hEJgZtW4Zf1PJ4DBKWp0Hu68jWzEBltvfJDzyskoPHMJgv9IPpr7/BqJ6+SSYAUFd0IqvCeVsba2UGdMz3R9m+Kqh7hqsFO5t6LK7+0Y1x9LZQLBxzrNSbm4auP/z7Z6pmIoSc0F7fifce/gRrou7Ac2tfpySTjVyxdY4qmqiiiRBCCHE6Ht997+sExgbCJyEQXQsDkO83cXKEDyBkcRyCvUU4li7CFrER2YuywXt6l0OONY5ZGI9fZZ6XoGEAzBX5gV1fiK79e7gOx2X4chGMg/pR29gYIR8R/zgL+d6DgBNPu9aJRq7cUd+J9JwUDPQOjDpBjsdjEBgZAGWQAiKpGA0lI/uM9bSpkDI/EWX7Kkc8LveRgQGQOj8Rpac952xttR34+cMdOOeWZS5dlxDiPsxmMw7+fBTfv7UF+348RFvhHIF6NLkEJZoIIYQQJ6srdm3z7PHIlTKEr0iBPkyGDn8eauQGVPOPv2idPMGj4bPYtPR4dcdwH6eDfnpk/n0x9AKgXWRCai8fynI1OnfXordVZVV8vNnBcGpmwgnmSPzB21CM7vy9XIfiOjwGIa+sxiGBGgKGh2iRHL59LPg1fTB1D6F5eQh+G+xz6v/KDJkfDBj9hqs4vwwA4BeqRFhcMIwGE/q6+tHR0IX2+k6013eOO2fZvkpk5qahMK/kxGNxM6JRmFcK7RA3bxo+eeorrLguF0LR2NVWhJCpR68zoDi/DAd/PoqdX+9FS3U71yERKx1ua0Hn4CAC5Y6t+vYkDEtpUUIIIcSpbkq7F41lzVyHgZDkUOTfGe2axVgWKYNiRNfpoT/YisYjDZPeiU26eOYpiSz3liRXwu+TSnT+Vs11KC4XsDgW+y4LduoaXkIR9GYT9CbTicdEfD7mwAeGj4vQs68B3ilBUJd1OHztjMUpYBgGLMuirrgRrImFTqNDTEYUBEI+yvZXOXzNifzprdtw3u0rXLomIcT1agvrsf7v/8WhX45xltyeDsL/mou8cOdXTwt5PJyTmIznlq2EWDD96num32dMCCGEuJBeq0dzZSvXYQAABjvVrluMYVDmpUdZBoCMUPhfHYHMdh4kRT1o3lODof7RTaL7i9uApTGui9EO4VUaNEzDJBMAyBZEwtkn/81t5aP7kyIo75qHSoURST089P6nAO11vSfGOCPJBABFu8pGfOzlK4eXrxeqDtcCANJzUk5UTrnCp09/jZU3nAHROD2kCCGeTd07gI8e/wLfv7XFIdvQycTYMaphncFgNqO8u2taJpkASjQRQgghTtVQ1uw2LxzVPQPgm1mYeK5vMNwtMuG3SBMQ6Q3BqhnIUokRXD2Evr0NaP99W0BbRRsUxjj0C9zj6zUeCV8A9S+urWpxJ4NxXoC+xylzLzYrIWgZQst/8mFU6zH4182QAWia9ErnGegdHPFxcX4Z0hclo9hFjXg7m7qx+b1tuOCuVS5ZjxDiGiaTCVve3473//Yp+rpceCOIuMwlKWlch8AZSjQRQgghTnTol2NchzCCv1GIDpGR0xiMPOCQnw7w4wNzYxGtSUJSkwns0U749AuHn3NjC8pMaDzE/VZIV2MEDEJfXI2dTkoyAYBJyEPrS3lOm99RyguqIJaJoBtyTfP6T5/5GqtvOhMiicgl6xFCnKtkTzn+74/vo/JgDdehTD8uutfGZxhcmJLqmsXcECWaCCGEECfoaOzCuns/QP43+7kOZQRfAw8dbvZetV5qQH0igER/AO6dZFrM+qLxzU1ch8GJ8H8sww6md/KBdijkDSCYxwBm924hmjA7FmX7XFfV1t3Si43v/IqL/nC2y9YkhDhed2sv3nv4E/zy0Q6uQ5m+XJRoOjsxCYGy6dsMnBJNhBBCiIMdyyvB3859BtpB+5ImPkEK+F6ZiV5fAQLa9Kj/YD+MBtPkF05AoQEwfV/32CVV7ou2u37mOgzO9AWJgCHnrpHGeKHbjZNMDANEpUagodT1FW2fPfs/nH3LWRBLxS5fmxBiP7PZjIdWPYm6Ivc4iXY6EsvEqPRz/u+Y/5x7IZbHxTt9HXfG4zoAQgghZCrpbVfh6atfsyvJJFNIkXDbQpQ+mI5f40045KfDz2ksvB7OgURu35tMjnfNeSx/iRTCZ/eDtTPR56lYAA0mJ2eZAEj2uvcx3plL0lBf0jRmM3tn62lT4af/bHX5uoQQx9j1v32UZOJYxLWz0SZ27guhZP8ArIhPAMO4vh+mO6FEEyGEEOIgJpMJz619HT2ttm0vEkmESFo7F42PzcaWNBYa/si7bgf99MBD8+HlZ1tJkn+kPwoCDTZdO50JeDyk/NSOwZpurkNxKIG3CD6ZoRaNVSQHoUendWo8CpEYrf896tQ17FVxkNuTBj9//hs69pwQD2Q2m7HhiS+5DmNaC4oLwvZk51czTfdKpuNo6xwhhBDiIJ898w0ObS2cdJxcKUPoZTPA8oa34rAAWB6DwhgeSsVGAONXzRR76xH319lIPjIEVq2DoVeDliON0Gsmb0osvjoNej4lmqy1uE2Exh9KuA7DcXgMgv51No4yamhNRswVzIKsUwe2VwtT5xAMrf0YqldhqKEHrHH4RblPTrTTw8owyNGuc9+SO7FUZPd2WHv1tvfhh7d+xuV/OZ/TOAgh1tnz/QGoOvoh85ZiSO36ikgCmK9JgYHv/AMclsdSogkAGJZl3XcjPCGEEOIhjmwvwoMrnoB5kv4yPB4D5SNLUBDguBc7i1uEaH1h54RjImdG4bfrQgHe9C7lttY8kR+67troqt6hLhH111xsD5/8+48BoBRL4CMQQc+a0TI04LSYMmV+MNy/DYZ+51ZN2cM/zBfdLc5thm4JZaACH9W8CalcwnUohBAL/fOyl6Dw88LGd3/lOpRpKf6MZPx8ka/T1wmUybHn5tvBm+bb5gDaOkcIIYTYraetF89c89qkSSYAiL19oUOTTACwK8yApGvmTDhGfUEMJZmsFCf3Qd+DW6dUkkkcJMfhOMte/rEAenVa1A32OzXJNFPqB929v7hVkokv4ME3RDniMZlCxk0wp1F19uP7N7dwHQYhxEKDfYMw6AwwGc1chzItCUQClK8Kcslay2LjKMn0O0o0EUIIIXYwmUx49trX0dveN+nYxPOy8HOSc5pJ/zyHj9hFCeM+X6Vw3y1J7shbJILyzUIY1c4vs3cl/weXQOXkXkvWmCP2w+Aff4ZpyL22dKYuSEJvmwrKIAWS5sYjKzcNvkE+XId1whcvfkfbbwjxEHt/PITbXrwKR7Yf4zqUaSn2qtmolzr/dwwD4KKUNKev4ymoRxMhhBBiA7PZjIJNh/HfF79DYV7ppOMjsiKx/UwZnFUeY+Ix2H6ZP1akB6J2/X4YTzkdjWEY9PNMcNriU1B2uQmNR1q4DsOhlHMisEfYD7jJTfVomQKquzad6APlLtJzklG0qwwAoOroh6qj3+a5kubEw6AzYKhfA3XvgMNOq+vvVuOXj3bgwrtXO2Q+QojzBET4ITLiZxh07pVQnw58Q5XIm8HHcI2ucz28eCnmhUc4fR1PQRVNhBBCiA0ObS3Epve3ob64adRzvNO2qCkCFahYEw0d37kxmXgMNqezMP8jB+EZJ1/syJQysLRtzmLeIhGa1u3lOgyHM9+aBaPZTbJMACIH+G6VZIrNjEL6omSU769yyHwCIR8VB6pRW9iA9vpODPVrEBDu55C5AaB4d5nD5iKEOAfLskiZ2QR24BXaOscB6bWZGOI7//fM1RlZuHlWttPX8SRU0UQIIYTYYM7KGZizcgbMZjMaSptRebAGviFKRCSFwi9EiXsXP4rKQ7UQCPkw3zMTrWLXbcGqlOtRc1M4VhRHoObDAsiU7tFbxlOo9XrMumommjcc5DoUhwm7eiZ2anq4DmMEfmEn1yGcEJ4YitrCBofO6e3vjd421YjHhGKhw+Yv2+eYhBghxImMpRBqHwDAUqLJxaLnxWFbmB7OruZeFBmFfyw9Cwz1ZhqBKpoIIYQQO/B4PMSkR2LFdUsxZ+UMhMQEQSQR4YEP/wChWIiwuxfiqI/r+/yYeAw2ZwLMP3PgO4tKua1VsVgJoWJqnOrFCPloONM1jVCtodpVz3UIJ/gG+yA2MwoJM2McNqeXUj7qMbFU5LD5W2vaoeqcvDccIYQ7bN9fAXZ4yywlmlyHx2PQfGEE4OTkT5yvL948+3wI+U4uWfdAlGgihBBCnCAmPRK3fHUPtsdw24S7XK7HpiWOe3M7XbRpBhH02Blch+EQoZdkoH7I9j5DzuK3JovrEE4o2lWG2sIGSLwck1yMTA4b8/2NUOK4iiYAKC+oduh8hBDHYVkdYDxZeWgyOucwEDJawqWzUC537k0+pUSCd8+/GD6SqXFTytEo0UQIIYQ4yUXnLMR8d2gMSeXcNskX9cE/N5brMOzW8t+jWFoOyASOTXLYqyVc6IL2rJaLzYo60QTcUnEzoiH3Gbk1NSMnBY3lLWgobR41XiBybNeKz5/7BtohnUPnJIQ4iLEOpzahpoom1whJCsGeeVKnriHk8fDvcy9EjNLXqet4Mko0EUIIIU7CYxjcOHM212EQG5lYFn1rk8FOgTxd01t7kf5RHWLkCq5DQYpciaXFZhhv3+I25yAKxQIMqoasuiZzSSpqjtZjqH8ImbmpJx43s+O/mawoqELK/AQkZceNOjTAFkW7yvDPS1+Enk6zIsT9GE9WHLIsVTQ5m1gmRvwdi7DvjhiohM79Wj+zbCWdMDcJSjQRQgghTqTSarkOgdihfFCF6L8u5ToMh+jZ3wjJX/IQJ/dx+doMgGyJHxb90gfDrZvR9M5+wOw+9Uwp8xLR0dBl0ViGYZCRk4zCnaUAht9AGvUn39TohsbfrmEymlG2rwoVB2ugCFAgMzcVwdGBdsV+YMtRPHP1qzAauN2mSwg5janmxF/NZnrb7UwJK9Ohenwufk4xw+jEL7VEIMDTZ63ApanpzltkiqBT5wghhBAnYVkWpV3uc7IWsQ2rmzpv4A39WoSreahx0XseqUCA2UZvaD88BtXhva5Z1EpRqeEozrdsyxyPz0Py3AQU5ZePeFwgPNkIdqhfY9Fcqo4+qDqGm3knzo5D5aGaSa4YX/63BXjxxjfxwIf3gE9NaQlxC6zx5L9pk5HedjtDYGwgzGtSsSVAD8C5v6uzgkPwysqzEefrN+bzLMuOOHmuT6vFV6XFuCYjC1Khe21ddwX6jieEEEKc4EhbK57K245Dba1ch0LssHTQG43/+oXrMBxK0KAGYpy7hp9YiqwuAbrW7UNbq/s1Ij+OL+DBoDfCbEF1lUAkQNyMaJTurRj1HMuevF7drbY6DkecRrft012QyMS49z+30zHbhLiDUxJNfL4RD7/rC6HQBIHIBIHQBIHAiOZaP/zrvg4Og/RMQrEQMddmY1saAz3fuU2/+QyDu+bOxz1zF4x7utzGynI8lfcbkgMCsTo+AV0aDd45VIDHcs+clkkmgBJNhBBCiEOYWRbdmiG09Pdj/dHD+K68lOuQiJ0WCPzQ+LeNbtNHyFE0R1qBGPu2a40nWCpHWrkOTet2olHr/pVg6YtScCyvZNJxYpkIEUlhqBjnlDft4HBD7vDEUDRXWp9c5vEdU2K28d1fIZaJceerN1CyiRCumU7+LOALzDjjnN9GDSk+cJ4LA5oa4pYmoezsYGyWGAAnHykR7aPEKyvPxqzQsHHHVHR34Y+bf4KZZdE2OIAd9bUAgJzIKFySkubU+NwZJZoIIYQQKxjNZvxYUYayrk60DgygdUCNtgE12gcGYDDTiTJTRZbMD113u0+zakfq3lMP4SXBTvl+TdSI0PDKrw6f11mG1JNvc5MppAiM9Ef1kboxn49MCUNTZSsyc1NRfNqWOks58q3SN69vhMxbihuevMqBsxJCrCZIBAz7Jxxi1DOQ+0gx2DfyZ5HCXw7fIDnqS6na6Ti/CD8Ir83AL8E6gHH+AQihXt749so18JFIJhz3fP5OmNmRP8UlAgGeOnPFtE74U6KJEEIIsdDO+jo8vWsHKrotaxpMPJOfWALDw7+BNUzNE4LMOiOipN6oHuxz+Nw8g/s0+LaEZkALhmFGbH07lcLfG95+XqgvbhrzeamXBD4BChh0RhTmTV7FyPAYpM5PBF/IR3F+OcwmM6JSw8fcjmePT57+GhK5GFc9dLFD5yWEWEGUNWmi6bp7f8A1d/NRemQGCnZEoOAXLWoK23HfazyERdXhD6t8oNdO71Ml+QI+4q/Jxm8z+NDw9YALbgExAF5eefakSaY9jQ3YXje6v96f5i9EtFLpnOA8BCWaCCGEkEnUqXrxRN52/FZXy3UoxAUSWRm6uq076t7TBOr4GHsTmH0Yg2dV9TVXtiJjcQqKdp1sBp62MAlmsxkCoQCdTd0TboVLnpeAI9uKLF4vODoQJXuGk0qxmVHQafRQ9wzAqHf8NsP3HvkUEi8JLrrnbIfPTQiZHCOcYVG1okBoQubcQ8icewg33Q+ouv2g9O8BANz+9Cq88Zc25wbqxmIWxKPugjBskjl/m9ypbs2eiwURkROOMbMsns3PG/V4WkAgbp41x1mheQxKNBFCCCGT2FJdSUmmaURa2QeFvzd8g30gU0hRX9Jk8UlinkLapgECHD8vT+95VWANpc2QeEmgHdBC4e+N+uImDPZPnmhMmBVrVZIJGHkiXW1hg9WxWuvNP74PiVyC1Tee6fS1CCGnEWbYdNnxJBMAnHvVFhz87QLs/qHeUVF5BJ8gBbyun4Ffw/Qu2SZ3qrSAQPx5Qc6k436oKENRR/uIx3gMg2eXr4KA56KjXd0YfQUIIYSQSfhJZVyHQFwgflCIs3do0fGfAvR3q1Ff0oTSvZUIigyAl6+c6/Acaii/ARK+E+436jwv0dTfrUZsZiR8Q5SISA61KMnEF/Cg7hmwei2h2PWnD71661v47b/5Ll+XkGmPtT9BwjDAfc/tREC4jwMCcn88HoOkq+eg8oEM5IUbhr8ALiTmC/DqqnMhGud0uVPV9PaMeuzGmbORGRTsjNA8DlU0EUIIIZO4KDkVnxcdw+E260+TItwLMPDhr+eDbwYEZoBvBvgswDMBAhYQGFiI97ejZkcFxuqUwxfwofDzwkDvoMtjd5au7dXIGNCj/7Z0VAyqHDexzv1PmhtL6Z5KMAzQ26ayaHzaomSLejKdTiCa/M2Lo5nNLJ5b+wZEUhEWXTDX5esTMm2ZHPOaQeHbiwffHMADF4/fT24qiJodjZZLorHJSw+Am23YDy/ORaK/v0Vj0wODRnw8LywC91lQCTVdUKKJEEIImYSQz8e/Vp+L8z7bgH6djutwiIWEJmBZGYP6Dfuh1xpgBGDL/72aY/VgGEAkEVrclDU2MwpeSjkMOgM0A1qoewfAMAx6WnvhLu8TegsaEZ4ciIo5IofNyWo8M9EEYNL/L9FpEVAEeMNsMqO8wLYOV0IRNy+9TUYTnrriFTz148OYvTyLkxgImXbMjrs5lTXvEK6+/3x8+qLzt9y6mpefHH7Xz8L2SAPA03MWx9LoGKzNmmnx+PRTKpdWxiXgtdXnQCJwfdWqu6Ktc4QQQogFIhQ+eG7ZKq7DIBbK7hFj7rpaVL6zx+4Te1iWhdnMIjTesnJ4Hp+HAdUgCneWomx/FepLmtDTqkJ3Sy8Ss+PtisXR+NGO3Y5hHpq6pyMJRAIU5pWiOL8ceo1tb4b4AtdXNB1n0Bvx+EUvoGiX9ZVYhBAbmBzbxPvaP/yEtAXhDp2Ta0mXzELDIzOwPdoI8Fy7Te5UfhIpnl++CowVW/XCvLzhK5HgirQM/N8551OS6TSUaCKEEEIstDoh0aq7XcT1gvQCrP55AKondqC9un3yC6zg7etl0bi0hUnobOx26NrO0vD0duQeNMBPLLXpegZAnNwHi3i+OLOWD2WbHgKOqnacTTOgtXsOkdSy6jG+gI/keQnIXJKKjMUpEAgdk6DSDunwt/OeRfkBZ5w5SAg5FeugrXPH8QVmPPj6McgUtv28difhGRGQ/TMXm3LF6BVwf1rpM8tWIEhu2e/44xiGwbPLVuLZZSup+fcYGHYqb/QkhBBCHExnNOLSLz5FSVcn16GQ3/HNLBIHRYhqNKLls8PQqO1PCIwlPScFxfllE44RigWQ+8ih6ugb83kej4EiUAFV+9jPc0UaqYTob4twSDu6uelEMl4shaZ55OcSmRKOwb5B9LSqHBgh9yKTw9BY3mLXHGHxwehq6Z2wIsrLVw4ej4f+bvWJx/xClAhLCEHZ/ioY9fZvT/T288LLv/0TsRlRds9FCBmbuecWQJ/n8Hl/23gGnr2l1+HzuoJMIUXwdbOxLc4Es5vkZq5Mz8Szy1ZyHcaUQ4kmQgghxEpflhThwa1buA5j2vI18pDWJYCiSQNdeRdai5pt3spkDW8/L4TGB8NsNEHqJcVg/xCkXlLw+Az0WgPUPWr4h/lN2iQ6MzfVpkbSzsYCSH5yJTZ591s03kckRsBdO8Z8ztvPC0GR/qg+OnWO5JYrZAiM8oeXUg6GYVBeUGXTtsz0Rcko3l0+7vOZS1JRuHPs7w9lsA8ik8JQtr8KBp192xR9g33wyo4nEJEUZtc8hJCxmbvOA4xjHTFhv1ceughbPqp1ytzOknReFgpyvdElcp/TSYU8HvbdcgeUEs+vEnM3lGgihBBCrFTT24PlGz7gOozpg2WRNiBGVJ0e2kOtaDrS4NEn70SnRaC+pInrMMYUHBMI/j3Z2ClQTTo2Vq4A79afx32ex2OQnpMybtLE002WMJrw2pxk8Hg8GPVG1BTWQzd0MlEamRKGxrKJK6eUQT6ITLY/4RQY4Y9X8p5ASEzQ5IMJIVYxt88G2AGnzK3VyHD36oVoquxyyvyOFJIUgqGrk3DYl7tG3+NZFhuHd86/mOswpiRKNBFCCCFWYlkW2e+sg0rrnC1aZJjADCxuEcK0qQYtxc1ch+MwidlxqDxYw3UYo6TMS0DZ/iowAgbSdWejcGjibXQzZH4YuG3jpPOmLkiEQW+EUCwEn88DWKB4d5nbnL5nq6jUcDSU2v99mTwvAeX7qwAMb61rsaK3mE+AN5TBStQXN9q8fmRKOP5v37OQedMdfUIchTUPgO2Y7dQ1KkvScO/ZEhgN7lMhdCqxTIyI67KxLckMo5tskzvdq6vOwYXJqVyHMSW56f9yQgghxH0xDIOZIaFchzFl+Rh5WFXCYMYLpWh8aeeUSjIBgEhiWUNoVzve7Jo1smD/mY8QqXzcsTyGgc9OyxIipXsrUXWoFqV7KlC0qwxF+WVImB0HiVzskLi50lDa7JBtZ+X7q5CZm4rUBUkQy6z7mvR1qaHwt66B7ekay5rxyq1veXSVICFux8GNwMeSmFaCm/8R4vR1bJGwMh2qx+fi5xT3TTJJBAIsj3Wvk2Cnkql5LAghhBDiZNmhYfitzrP6I3iCs2oEaHu3AFVDOq5DcRoef+Ljk718ZIhKj4RuUIfulh6oOi3rmWSPuKxo1Bw72U9J09yHmM/q0H1JMAzm0ScCLe2SomHDHpvXqzxYg/DEEPS0qhxymhsXvHzlUHU6pqm7rT27olLDUbrH/h4wO77Yg7SFybjkT+faPRchBACrcskyF12/EQd3nI8DPze4ZL3JBMYGwrwmFVsC9ADsP7jAmVL8AyEXueeNn6nATfOLhBBCiHubFUINdB0teVCE5rf2QDeFk0zAcAVLYnbcqMclcjEyc1NhNrMo2V2O6qN1UHX2Q+YtRXRaBNIXJSNjcQp8ArwdHhPDG5386vytGrOEvqMeX8j3Q/2T2+xes6u5BzoXNHF3lujUCAz0DnK2vpevHAOqQYdtm3n7rxtQNMmpioQQCwlnAjzn9z7j8YD7X94D32DH/16whlAsROLNC3DongTsD/CMn+tVvd0wUyWn01CiiRBCCLHBjOAQSAVUGOwwLIugj6vctteEI+m1BlQfqUPawmRk5qYibVESMpekQigWojCvFENqzYjxQ2oN6kuaULy7HEW7ytDfPYDMJY7rKZG5JBXVR+rGfE60ZeTj6XJfdN3/MyauybJMVEoEzKbR1VKTEYoFSFuYhIRZschcnAJvv/G3+DlL/IxomxuBO0pITBB6WlUOm89kNOGpK19Bb7vj5iRkumIYISC9wiVr+fp34f437DuF0h5xS5Mw+M8F2JwJ6Pmek7gZ0OvR0KfiOowpixJNhBBCiA3kIhH+nnsm12FMHQwDgVTIdRQuYzaZUbKnHIV5pSjZXYHCnaVQ91h2OhHLsuhumbhRt6Uyc9MmPBWu5dtixMgVAIBwmReYx/Nh1jlmO4S1PZpiMiKRkZMCgUiAkj0VqDpci8JdZTAaTA5NvE1GIORDreKukgkY/v9WddjxW3e7W3rxzDWvwWSc+glfQpyNkV0JgO+SteYs3ofL/hDjkrWO84vwQ/BDufjlIl80SrhLdNmjuKOD6xCmLEo0EUIIITa6Ij0Tq+MTuQ5jyth+bQi0zy+GxEvCdShur72+Czz+6Jdx/mG+yMxNRXhiKFIXJCJhVsy4c6QuSEJhXsmE6zAAYqt08BaKEPZuOTQtjusXZWnljH+YL4JjAlFX1Iii/DJo1CN7OmnUWvS0WTaXI6QtTEZHPXdHiifNiZv0/5s9jmwvxvrHPnfa/IRMG7wAgB/psuVu+MtGJMxy/kElfAEfSdfNQ9F9ydgdogcYR9S4cqOo0/JTPol1KNFECCGE2IhhGDyzbAVCvew79Yn8jsegWWxESPpw/yvfUCVi/rgY3n709T2dyWhC2sIkKPy94eUjQ0ZOCmIzo9Dd0ovCvFI0V7YOn/Z2uA4BEf7Iyk2DMtjnxPVxM6JRebDaorVa396Pefs16Nnf6NDPQRnkM/kgAKFxwWiv65xwjF+I0gERTS4kNggle7jbMhcQ7oemCuefZvX5899i93cFTl+HkCltcB1gqnPZckKRAQ+/We7UEz1jFsTD9MQibJrNg8aDtsmNJVAmR1EHJZqchWHpLFNCCCHELvuaGnHN/74A/UJ1jNVHWYABdqQPv5CVmhhkdQvhVzGAzt216G3p5TpEt8LjMTCbJ//u4/EYJGTHQSgSovZY/aheUBMJiQ2CbkiH3nbHnLJ2XOqCJNQcq4NuaOzmsQp/b2gGtDDoJt6WkTAr1ilbyU4XmxmF2kJuTncSiAQIiQlCU0WLS9aT+8jwZsFzCE9wfoUEIVMNqy8A27MWgPV96Oz18/+W4eV7HFt16ROkgNf1M5AX5tkVTKc6PykFqQGBuD17Lpgp8jm5E0o0EUIIIQ7w0u5dWHdgH9dhTA0sO/4LWZaFt4mPme18GL4sRWcdd1uYphv/MF+YjGaoOhybbAqOCYROo4dqjCRWVm4ajk2yTUwgEoBhAIODekeNJz0nGcX53FUzJc2JQ8WBGpeuGZcVjX/tfhoSmfMqJAiZalhTG9juKwBzGzfrs8Bzf7oQv31VZ/dcPB6DhCtmY9ccMdQC1yfNnEkiEOC5ZSuxPC4BMuH06RHpKrR1jhBCCHGAP81fiBnBIVyHMTVMdGeRYaAWmLEz3ADfM+NdF9M0FxQVgIBwP4cnmQCgva4TkUlhox6XektQeXjyxIpEJoZRfzLJFBQdiLD4YPiGKCGWiRwSo1wpR31xk0PmspWqU+3yNWuO1eOTJ79y+bqEeCpWtwts90WcJZmA4V+hf3x6G4Jj/OyaJ3JWNHhPLMGmBcIpl2QCgAuSUmA0m+kEYSehRBMhhBDiAEI+H6+tOhdyuivmMqpQqrJwhcwlqehu6UF5gWU9nWxRfaRuVFIocVbcqMbfYxlQDSI2MxrAcO+pnpYetFS3o7dNBd2QHjweAy+lHJEp4QiK9LcpPu2ABt7+3PYK62zohEDk+jdEO77cA9oAQcjEWNYEs/pfYHtvBsyOORXUHnJvNR5+q3vMQyMm4+UnR9R9i/Hb2hCUe429rdnTzQkLR4KfP7qGhmjbnJNQookQQghxkGilEk+csZzrMKY+M4szG4TQ/Ocw15FMC63V7TAZnXs3e0itQeLsOIilImQsTkFoXPCkW+ZONaAaRMq8BLTWtMNoMI14zmxmMaAaRGNZMzSDOkSnRVgdn8lohkDIB4/H3RsSlgWCowNdvm5rTTvqirjpS0WIJ2BNnWB7bwQG3wTcqFtj6oxjWPtwuFXXJF0yCw2PzMD2aCPA4c87Zwj18sats+fgoZxcrDvnAiglElyWls51WFMW9WgihBBCHIhlWdz380Z8X17GdShTUopaiJD/NaDxcD3XoUwLyiAfp2yXG4u3nxdMBpNVTcptIZIIEZsZZVOFliU9o5wpdUESSvdWuHzd6/95Ja597DKXr0uIu2P1h8Cq/gCYJz4ZkysmE4OH15yDo3kTb/0Nz4hA7+VxKPSZmhVMAPD88lW4PC3jxMc6oxFi2jbnNFTRRAghhDgQwzB44ozliFAouA5lSora2kFJJhcKjQ1y2VrqngGnJ5kAQK81oOJADRKz46y+tmRPOULjgp0QlWW42uGx+7v93CxMiJtjB9e7bZIJAPh8Fg/86yC8/eRjPi9TSBF7Tw523RQxpZNMIXIvXJicOuIxSjI5FyWaCCGEEAdTiMV4ddU54NG+f4fjh3DbJ2e64Yv4XIfgFAKRAJ1N3RaPj06LQPyMaBgNJogkQk620AnFAtQUcrOFrfJQLToa3PfNNCGcMVZyHcGkAoLb8Od/jX7bn3ReFlofnY2tCSaYp3hW4ObZcyDiT83fZ+5qin9LEUIIIdzIDg3HA4uWcB3GlFMxQ8Zpn5zppq+zn+sQnCJlXgJU7ZZtCfQLVaKnTYXqo/XwDVFCEeCNmWdlIiDMDyGxQYhIDkNMZiRC4pxb/ZWUHQ/twOTN0Z1l93cHOFubEHfEsnrAVMd1GBZZtGwXzr81BgAQkhQCxeO52LRchi6RaeILPVSATIas4BAsCI9EjNIXV6Vnch3StEM9mgghhBAn2tVQjwe3bkbrwADXoUwZZ/+mRcW3R7gOY8oTSUUw6AxgzVPrpaJELoZQLIC6Z/DEY2KpCDrN6G0jAiEfofEhaCxrnnTezNxUFOaVOjTW4/xClNBp9BjsG3LK/JaYeVYGXtz6OGfrE+JuWEM52O7zuQ7DYjqNGH//9834LtQE4xQvN7ktey4eyskFAGyuqsTqhESOI5p+pvi3GCGEEMKtxVHR2LTmelySksZ1KFPG0YVenBzzPt0wDIaPOptikrLjoe4ZhEQuRvqiZCTMioVBZ0BkSjgyl6RCrjzZyyRtYbJFSabj0nOSERDh59B45QoZlME+nCaZAODYjhL096g5jYEQt+IB2+ZOJZbqUDNbPuWTTADQccrNvaXRMeOPGxxAj4bbn61T1TT4NiOEEEK4pRBL8NLKs/HWuRfATyLlOhyP1yI2Iu7iLK7DmPJ0Q3qEJYRyHYZDyXykMJlNSJ2fCJPRjOLd5ag6XAuzmUVjWTMKd5ZCN6hF8rwEpC1KQllBlcVzF+aVoji/HAOqIaQtSrI71uj0CKQtSoZeZ0DNUe4b4JtNZuz76RDXYRDiNlgPSzQBU/LewZgqe7qh1ukAAFKhcNxxNb29yKvn/ufrVESJJkIIIcRFVsUnYtO11yM7NIzrUDzeYNTYJ+gQx1IG+XAdgsOkLUqGpl+L4l3lKN1XCYPOMOY4o8GE8v1VKNldAf0Y2+kmox3QomR3BVIXJEHqLbE5Xs2ADmajedw4ubD7uwKuQyDEfXhioonrAFykuLMDOe+/jafyfsOg/uTP8ca+Pgzo9ejX6VCn6oXRbIbBPDX7VHGN6s4JIYQQFwqUyXHjzGwcbG3hOhSPpvKihuCu4G4HJ3opZRBJBehptb5JeUNpE/zD/dBlxWlz9ijdW4GEWbGoOlxr0/Ud9Z3oqO9ETHokOhq7MNSvcXCE1juw+Qh0Gh3EUjHXoRDCPQ9MNE2xlnsTGjDo8f6Rg7h3wSKUdnbghd27sKN++OdxsNwLMUolJAIhbp09h+NIpyaqaCKEEEJcbHFUFPhu8g4+3tcPc8LCEe7tzXUoVmmXmbkOYVroaVNxHcIJPD4Pj7xrwkW3KWy6fqB3EEKRwK4qI2so/L3RWt1u9zx1xY0Ijg50QET20w7pcGhrIddhEMI5ltUCpgauw7DadEo0AYCXSITHtm/FeZ9tOJFkAoD2wQHsa25CQ58KCyMiOYxw6qJEEyGEEOJiCrEEM0O47X3DZxjMC4tAbW8PDrQ0o1WtRnZoGELkXhbPEeOjhFLimjftp2vnGxC7KAFJF85A4s0LEPGXJfD5+1LIFNQDy5Faq9shlom4DgMAcPvTwchetB+rL9+DgHDbtvS11rQjOi0C3n6Wf5/bqr9bDb8wpUPmknm7z/f17m/3cx0CIdwz1sATN6KxHhizPQb0enxXXjruZ31N5gwwbnLjb6qhRBMhhBDCgeVx8ZyunxkUgv0tTTheF2QGcLC1BZ1Dg5gbFo4AmWzca+N8/ZAVFIK6PhV8xBL4iDnYRsNjsPWKAGw6U4rNmcCOSAMO+ekQcW6662OZwliWRXgi9w3Bz74hBheu3QwA8PHrwUd7duHhd31tmkskFmGgdwDxs2KRsTgFXr7O6/cl85ZBLBUheW48Mpek2jwPT+A+L9n3/HAAJhP1NCHTnLGC6whsMl2agVtCKZHg0lQ6EdhZ3Oe3FiGEEDKN3DBjNjKCgjlbv31wYMzHTSyLgpZm9Gm1mBsWAd9TTslL9PNHZlAwanp7cKyjDQBQ36eCn1QKBRfJpjEUZ0no7qSDcV1Nk5ETgbv/sXFEvyi+wIwFZ+yzei6fAG+UH6gCywLVh2tRtKsMg31DSJgdi5gMx2+fKC+ogsloQnlBNQp3liJlXgIEQr7V8xgN7pPY6etSo2S3Z77JJsRRPPHEOWD6bZ07VZi3N26cORtivgALI6Lw09XXQUknATsNJZoIIYQQDogFAryx+jx4ibjZltQ6oJ6wEslgNqOgpQlDBj3mhoUjIzAIlT3dKOwY3XOmVqVCgFTG2edyKiMP4NvwRp6MFhIbhJQFiSjaVcbR+n64+Z8R+Od7OyEUjT55TSSxvjl2eGIodEMjT5JjzSyqDtXC20mVTacmicr2VyEqNcLqPlHNFS3IzE1FUFSAo8OzST5tnyPTnbGK6whsMl0TTc8tW4kd19+CVfGJeGnFamy4+DKEelhvSk9DiSZCCCGEI9FKJZ5bttLl6yb4+iEjKAh9Ot2kY3UmEwpamlHU2THhuBpVL4LlXpwnm2bs6odRb+Q0Bk8XFBWAtIVJaKvtQNle19+1n3lGJJ78TIb3837DFbf+BC/F2CfM8XjD1U7W0Axox32ut6MffIHzk5Q1x+rhpZQjMzcVibNjLbqmv3sAhXml6GjoQnhiKALC/Zwc5cR2f1cAlvbgkOnMQyuapqOzE5JwRXom+Dwe5oVH4NykZPCo8tnpKNFECCGEcOicxGQ8fdYKeIucv/UsztcXmUHBqOrtQVHHxIkjW1T39iBU7g2ZUOjwuS2ROiBCxQ/HOFl7qshYnILOpm6U7OFua9RZl+owb+ke8PmTJzL+8e4uxGZYvgW1v1s97nNN5S1IzI4Fj+f8NyCdjd0ozCu1aZtnc2UreAK+Sxqaj6e1ph11RZ534hYhjsCaBwFTE9dh2MQ8zRLEMqEQjy45Y9Tjeuoz53SUaCKEEEI4dnVGFrZedyMuTXV8I2upQIDZoWFICwxETW/vmFvfHKmytxshXhyUo7Mswn5sdv26U0xfVz9YjvdWHNk1fiP603n79OHpT45A4W/ZtreeNtWEiaSyfVVImZ/okj5fIokQPe0qm67tqO+EMkiBzMUpyFySeuJP8twExwY5gQ8f/y+0Q5NXRRIylbAsCwx9xHUYNjNPPmRKuTA5dcQWud/qanHmh+/hibztqOjuospMJxJwHQAhhBBCgECZHC+uWI3L0zJwuK0FQbLhbWi3//SdVfNkBYVAJOBDazRCzOejuKMdh1pbnBT12LqGBl26HgAs7BSjbm+1y9edahT+3PesOLKjBywLWJrr8Q/sQHL2fBT8PPn3HWtm4Rfmi+6W3nHHlOypQHpOMorzyy0NeUIp8xIgFAvBsixYdviNqtlkhkatQX2J7VURjWUtaMTof9tpC5NQc6we2kHnJoHyvy3An3L+hse/uh9h8SFOXYsQd8CyOrB9fwO033Mdis2mW14lyd//xN8rurvwx00/YsCgh6CJhyvSMujwECeiRBMhhBDiRuaFR2Be+HDfmSNtrZOOD5LJEenjg7KuTgTJvVDW1Qm9mbuScLlQiH4Lej/ZzMxijkqMwHot2mKlOKLQggeA+cIxSYHpTCIXQ9Uxdj8kV+pp60djTQKi4i1vthudwqDgZ8vGKvy9J0w0AUBxfjkyFqc4pBE6y7Io3Flq9zyW0gxoYTa5pm6h5mg97p77EB7a8AfMPzfbJWsSwgXW1A5WdTdg8Ozt2dNt65xCNHzwQo9mCLf+8C0GDMOHQdyePRdZwZQgdyZKNBFCCCFuis/j4aGcXIR7K3CkvRXvHT44akyUUokDLc0Q8njo1gxxmmQCgCC5HLUqlcPnDdTzMbvKDNWWKnTVd+F4mmBmoAL+SUGorXLulsCpji/gIyIpDFWHa7kOBQBwZG+8VYmmmGTLq+ikXpad+Fa0qwyZS1LtThKpe11X4ReeGIr2uk7otaNP6XOWAdUgHj3/OSw4PxtBkQG49YW1kMic33OOEFdh9UeHk0xmx/c2dLXplWYCHt72M7QmI74rK0Vjfx+A4XYFl6VlcBzZ1EeJJkIIIcRNZQYFIzNouNHxuUnJiPf1w2Pbt8L0+x3JIJkcR37fFmcwm2FwZiWRhRRi645tnwhjZjG3RwzffV2o2VaGqjGqNPo7+9HfyX0VjqdLnhePkt3cNQA/3dFdElywxvLx0YltsPRlrUBo+cvfwp2lyMpNw7G8kknHZixOAcNjUH2kDkP9GgBA2sJklO13zulUQZH+CI4JgslkOlHFpGrvw5Ba45T1JrP3h+FE+MIL5mLOyhmcxECIo7Gab8H2PQpAz3UoDjHNCpqgN5nwt22/jHhsTSb9fHIFSjQRQgghHuKqjCzE+frhnUMF2FFfh2ilEh0c9EOaiIjvuJcWq3frUfHVPnQ7bEYylszcVBTmuW5rlyWO5nXAbAZ4Fh5bExVXAyDJorHWNn89llcy6dfo1OdlCimyctOctmUubVEyBlSDaChpQkej+/3rOLKtkBJNxOOxrAnswMvA4Ltch+JQ023r3Ol8xBKkBARyHca0QIkmQgghxIMc7+HUPTSETVUVMJrNOGxBLyfXcdyLWFMXN5UZ00nmEvdLMgEAXyTE8/ddjJgUA2KSexGb2ICg8MZxE098gREybwmG1NpJ57al+WthXum42+gyFqeM+BoO9WssqoCylX5IhwY7mog72+FtRVyHQIhdWHM/WNWfAX0e16E43HQ7de5088LDwaMG4C5BiSZCCCHEA/nLZLg2ayauzZqJOlUvvisvxbdlpajvUwEAGABSoRB6kwlGs+teWmqNRsdMxLLQdg04Zi4yppT5iS5tUm0phsdAGajAb1/WnPKoH6ReYchYFIS1f6lFcubIZMbP/zsTQ2rL+nTpNLZtMS3cOZxsGlANwttXDr3OgLa6Toc0DLeGyM37H1UerEFXSw8Cwvy4DoUQq7G6fWD7HwFMjVyH4hzTvKJpfngk1yFMGwxrbf0wIYQQQtwSy7JQ63UQ8wUQ8flgGAZ//WUzvi4tdlkMsUpf1KomONHLzAK8Ce4msizm9kgg/7EOjYfrHR8gAQDEZkWhsbQZRgO3zePHEhITiLa6zgnHLLk4Bjf89RgYnhkbP5mJkgN8qDoG0FI9ebIpOCYQ7ZPM784s7RnFpfDEUDy35VGExARxHQohFmHNA2DVLwKaz7gOxakW/XgvOoamb7Xwj1evRVog/VxyBapoIoQQQqYIhmFGNeOOUfq6NIZAuXzcRJOPkYfM9+pgujgBe4JGN1ad3SOGclMD6gtq0ePsQKexsPhgtNd1umWSCQDaG7ogEPInjG/nN3XI/14Js8kMoA4AwOMxyFySitqiBgyMc9Ibw2PQ1eTZ311mF1Yo2qq5shW3z7gf/uF+EIoFeOTTexGdGsF1WISMidXtANv3d8DsTtvQnWM692ii/kyuZWGLRUIIIYR4olgXJ5pqe3rAH6f/wcLtarSWtqDjmTycvccAkenkuLR+Efqe2IH6glpXhTot+YYooRnQnjgVzR2xZhbBFlTCmE87hdBsHm6+bTaZkbkkFTz+6Je5gRH+MBndM8FmKXdNEJ5uSK1BY1kzao7WY+tHO7gOh5BRWLMKZtWDYHtvnRZJJsCRXRQ9D/Vnci1KNBFCCCFT2NkJifjq8qtxbeYM+Eokk19gp07NEDKDQkY9ntMqQuVPhSc+rvjvQcx/vwGxQ0IAQOQu9zs9a6oRy0SQyMTobe/jOpRJ+QR423ztUL8GhTtLERjpj8TsOACAQMhHYnYcotM8v6qG9YCKptP9+slOmEyekSAjUx9raoZZ/QrYzlWA9huuw3Gp6dw1h/ozuRZtnSOEEEKmMIZhMDs0DLNDw/Bo7pnYWV+Hb8tLsLWmBjqTgxp3n4plEb6vB8HF/TAN6mEY1MMwoEP3GNuVWoqbIX2qC6uumYXqX9y758xUIJGJ0VpjWcNsLoXEBKKnTWX3PO11nWiv60REUii6mntQebAGEclh9gfIMbPZ894odjZ14+hvJZi9LJPrUMg0xbJmQL8L7NCXgG4rgOmZ+PTAHx8OsyCCEk2uRIkmQgghZJoQ8flYFhePZXHx6NfpsKW6Et+WlWJvU4NDyul5ZmDVHgPKvtxn8TW6IR2q3t3rgNXJZLz9vNHXpeY6jAllLE5BxcEa6DWje3jZqqni5JYY7aBtJ865k9O3DHqKrRt2UKKJuBxr7gE0/xtOMAkSAGMNpmuSCQDM03TzHPVncj3aOkcIIYRMQwqxGJenZeCTSy7Hrhtvw0M5uYjztb2fk8zEYPkPKlR8eciBURJHEYqFbt2byMtHhpR5CSjaVebQJNPphCLPv8fKemhJws6v90Iz4L69wcjUwhpKYVY9ALYjF6z+ABjvPwPGSsBUzXVonJquO+eoP5PrUaKJEEIImeZCvb1xW/Zc/HT1dbg0Nd26i80slrzTiJnralC9vcw5ARK7pcxLcNttcwwDSLylKNtf5dR1JHIxpsL7DLlSxnUINtEO6vDDWz9P6x4xxDVY/VGwPVcB2u/AKF8HI7sGbN8jgKmO69A45+n//gQ829IX1J/J9SjRRAghhBAAgFggwAvLV+HxpWeOe3Lc6WJ0IrQUN6O92j2TGNNNWHwwUhcknfiYYRhk5qair1uNzNw0hMYHcxjd2GIyo9DV5Pxm8FGpEWjx8O/TtIVJKMwr5ToMm6QtTMLmD7bjrjkPIv/b/TB7YFNz4v5YY9XwKXKsBpDfBpjqwPbeBrDuvW3YVTx569zK+ARkh9rWZ4/6M7keJZoIIYQQcgLDMLh+xmxsuPhy+Emkk46PGt3jm3BILBOjubIFMoUUCn9vxM2IRmFeKRpKmlCYV4LW6nYkzY1HeGIo16Ge4KWUO32NzNw0VBzw7C0z0WkRqDxUy3UYNivZU4HUBYk4/46VeOu+9bhz9gP47b/50Gk8v28WcQ+seQDswFuAeCkYrz8C7ABY9XMAKKl5nKcWNAl5PDycsxTpgdbfLKH+TNzw/I3qhBBCCHG4BRGR+O6qa3HHT9+huLNj1PN8M4uZKgmEeY0cREfGEpcVjZpj9QCAxOw4dDZ2o/pI3ahxFQXViJ8Z49rgJtBaM/r7y5F4fB7a65y7hrP5BvtA1dkPg87AdSh2+Xn9b2itacdr+U8h/5v9WHfvB6g4UI2EWbFIXZCE0Dj3q7gj7o81VABsHxjRXDDKl08+YVYDvFCwQ+sBcxdn8bkTs4dlmkR8PvQmE26cORvRSiXSA4OsnoP6M3GDKpoIIYQQMqZwhQJfXHYVLkhOGfkEy2LZ9yqontiBun013ARHRhnsHzrx98qDNVB19I07trGsGXwB3xVhQSDkI3NJKmSK0RVyYQnBTt82ZzaZIZKKIPDgRuDhiaHo6+znOgyHaKvpwDPXvIZZyzLxYdX/4exblmHn//bhhuQ/4qWb1qGluo3rEIkHYM1qsIMbYO66BGz3eWB71oA1lIwYw/C8wXjdBiZwOxjFEwA/mqNo3Ycn9WhK8PXDt1euQaBMjrvnLgAApAdZn2i6MDnV0aERC1CiiRBCCCHjkgqFeHXlOXhk8dITdwSX1whR/Vs5x5GR03XUd0EkEVo0Vq81ICLZtl4X1pB4SRCdHonCnaUQiYVImZcw4vmAMH+nxwAATeUtSJmf6JK1nKG8oArKIB+uw3AIoViARz+/D6V7K/Dw6qfw3iOfYsF52bj2scuw76eDuDHlT3jhxv9Dc1Ur16ESF2HNfWD1h8EaJu8/xpp7YFa/CrbzDLD6XWC8/wwmYDOY4GNghGljXsMwYjCyq8AEbAZ4zv+55848Jc0Uq/TF/65cg5SAQDy3fCW8xWIAQJyvH8R8y28aXD9jFs5JTHZWmGQCnntrhxBCCCEuwTAMbpk9BykBgXj16y1oevs3rkMiY2BZFqFxwagvabJovMLf26nx+AR4w9vf+8T2PVVnP1Sd/Uiem4D2+k6oOvrQO0HVlaMExwRCIhs+cS4yOQyN5S1OX9PRDDojIhJDJ6xS8xQt1e24OuJ2mM0n3/Lmf7Mfch8Z5p0zC9pBHQ5sPoJfPtwBoVgIgZAPgZAPvoAP/u//He/jiOQw3PjU1QgI8+PwMyRjYVkjYGoGjDWAqQassQYw1gKmGsB8vNmfCFC+AUZy5ujrTe1gB98DNN8BbC8gnAFG+RoYZvJegieYmgGz5/37dyRP2Don5gvgJ5XCSyQCAJwZE3fiOQGPh9SAQBxpnzwRPTcsHI8sXuq0OMnEGNaT6ucIIYQQwqmaY/W4L/cxDPVruA6FjCEjJwVF+WUWjU3MjkPlQedsfQyMHK5U6mwce1uc1EuC5LkJOLK9yCnrn84/zBfdLb0uWctZGB6DwAh/dDQ4ttdMcHQgFP7eqDzkPttgfQK8odcaoBnQWn2tzFuK6/95JS68Z7XLtoeSk1hz/+8JpGqwxtrfE0u1gLEegCU9xoRglC+Dkawens/YCHbwHUC/D4zsyuHHhj4B4/cFGL51FZHs4Hqw6mes/IymlsQvbveIqqYk/wCsjk/E3XPnQ8gf+e/48i8/w8HWiROG/lIZNq65DoEy5x82QcZGFU2EEEIIsVhcVjQe//qveOTsp2EymrgOh5zOin6njWXN4PGYEZUllhII+YhMCYeXrxeG+oegGdDAP9QPep0BBp0BXU3d6O8eGPd6zYAWR7YXIXNJKgp3Tr5dxl6hccEen2hizSz8w3yhGdDCy1cOqZcEYqkI6p5BNFXYXqXR36NGe30nYjOjAAC1hQ2OCtlmfV22H0U/pNbgrT+vx5b12/GHN29BRk7K5BcRq5hMJrTXdaKxrBmN5S1oKm/B2WsakZiyzQFNtw1gVfcCPs+CkV4MaDeDEecAir+DYQRgWQ0Y6ZVgeNYnEFjdNoDnD4AHmFWwLPE1tXhCkgkA6lS9WBWfMCrJdKCledIkEwDMDAmhJBPHKNFECCGEEKvMXpaJVTecgY3v/sp1KG5FJBFC6iWBRC5Bb0cf9Bq9y2MYUA1aPFY7qENkSjgay5otGh+bGQVvXy8M9A2isax5VEKipardqlgBoHBnKdIWJqNkj3N7fhn1RqfO7yqleysBAOqek0k8vxAlJHIxtIM6m+bUqLWISA478f8zMTsOGrXWruSVO6g5Vo/7ljyG1TeeiXv/cztVN9nJZDThubWvo66oEc2VrTCc9m9KPxSL+1+0I8nEjwPjdTtg6gA78DLYvgcBiMF43TpiGMNIrUqoH8caq37/ixlgnXsAgbvypH1MjyxeitQxTph7s2CfRdeHeSscHRKxEjUDJ4QQQojVatyg6oFL6YuSEZ4UioBwP3gp5eDxedBrDejrGq4OSZ4Tz0lcbbUdVo23tMG0MsgHtYUNOJZXgpqj9TDoHJe4Kd1XgaTsuMkH2qG+pAk8/tR82dvTpkLibPu+fr6nfB9UHqxBU0ULUhYkIiTW+hOe3M3mD7bj+3VbuA7Do5lMJvR3q2HQGVBX3DgqyQQAO75uQr9KadsC0qvBeP8JkJwD8MMByUWAeAUwTnNva7EsC7b/SUC/d7i/0zRlZj3jZ+Dy2HiszZo56vHCjnbsqK+1aI5QL+f2ICST84zvNkIIIYS4lfvfvwvpOdPzJJeUeQko3l2O5opWdDX3YEA1CLPJPGJMyZ5yBES45kS1U2kHdQiKtHxdncayKphIJ55Qx5pZ1BU3IjotwmlraAa0iEmPdNr8XCvcWYqo1Mm/fsogBQTC0ZU9Bt3oLURleyvRXteB9JxkBIR7dnPtDx//Lza/vw2l+yr/v737Do+iatsAfm9P7x3SCKmEmlBCk6KAVCuImhcUUURFqoroK1Zsn6AiKoogwisWBFFqqKGXQCCEFBLSSQjpPZts5vsDWQnpyW4m5f5dVy7cmTPn3Dusyj6ccwYlhdxfrimux2dg0Yi3sP3L3Rj71Kg626nLKrB/2+BmjSExngWJwf2QSFSAkA+UbYdE0QsSuVszU98iVJVAKNsPIX8JoD7Zor46AqEdfPV3MDbBR/eOhURSc9raV2dPNbofJ1MWmsTGpXNERETUZK6+XfHZkXew89sQfP/a5k715a2yEXtTaSqrYO1oidyMvDr3spLKpPDo4wYDo1uPbS4rLkdORh6yr+fU2r6xbJ1tkFnHJtx3S425DqWBAuqy+vcq0ffvr7qsAtlpOXBwt6sxK6vHYG/I5DIIgoCYs3ENZq2LsUXH3q+jsqISUpm0RtHT0t4cXb2cUJRXjISI5Fo3jM9IvFlrn4IARB6PgUwuhZm1KQqym793kpiK80vwf898rX1t62wNV7+ucPXtChc/Z/QY7AVXv45biGyOCnUFtn2+Cz+98xvKisuhUMrR//6+9V6zc0M5HpwJ1FIjqJeQNQ4CZIBEDsh9AKMnIJT8BBg92eS9mATNDaD84K39mMpPAmj9JcxtVZXQtpePSiUSrBw7HpaGNZ8kGJOdhX3xcY3uy5GFJtHxqXNERETUIpkpWXj74U8Rey5e7Citwrt/d8ScbdwfeB272cPAWFVtPyP3ni4wNjdC0pUUFObU3FNJaaCAnYsNTK1NIVfIUFmhwc2UbFjYmuHapaQahYS7qYyU6OLpiGsXkxqVsddwP1wKvVLn+Z7DfRERqv8Nu4Fb+w0JAHIz8gDc2nz+2qV/30dDWe9kYWuGvJsF2tddvZ2QGtO+9x1qyO37Y+VogS7dHVGYW4TEyynV2ti52uJmchZufwWwdLCAmZUJkq6k1tu3/1AfXD7WuCcatjfG5kb4/vJnsOnS+rMQ26Jz+y5izcs/IOWOf18MjFV47ad5WP7QJ/Vea+VoBplcColEcqvg9M+v/74Ggl8RMGrioXp6kQJSG0DhC4nhY5AYjG5UbqEyDkJOMFDVOfdgaki5xgA9ts4QO0adXhowCAsGDan1XHllJX6JjMCac6eRWdzwXoRHn5qNLtynSVQsNBEREVGLXY/PwHN9Fjd7Q+L2pMdgb0SeaNrm1dZOljC1NEFBTiFy0vOaPbb/EG9cPh4DZ58uMLM2ufXlTXpr+kDi5RTtJtFKAwVcfLsi7kLD+1koVHKYWZvWeCqbVCaF7yBPRB7X70bdd3PoZgeJRIKivGJ08bBH9Jl/C5hyhQxWTpbITKp702GVoRLdervhalg8fIO8EXUqVrsZuLmNaYueaNbWKVRyOHk4NFg08hnQHdFn4uDeywXZaTn1PiHwNs9+7rh6vnH7o7RH/e/vi/f/Xlrrkp3OIiMxE98s+hHHt52p9fxDL0/AH5/vbPE4L6+0x/hp+xrVVmL2PqAadmtzcKktJHJXQOby74/UChKJBIKgBsr2A1JzCLlPtThjR1RWaQT/P4JFzTDRyxsTPb2hlMmhlMmgksu0/+xhaQW5tP7lfWWVFfj5cgS+PncaWSUltbaRSiSIfmF+g32RfnHpHBEREbWYk4cD5vzfDKyas1bsKHrXnE2ls6/n1ijkNMfl4zHoMcQbFeWVNQpAVo4W2qfIqctubdrrGdANV8Ou1dtnRXklbF1squUzNDVAl+6OrV5kAoCMa/8unYu+qwBSWaGBmZVpnYUmezdbSKVSRJ2KBQBEhF6BrbM1zG3MEHchAfZudh260FRRXtlgkQkAigtK4T/UB5EnYiBUNe7vnOMvJsHI1LDDLpM9u/sC9m44jHFPjRQ7SrNUVlSivFSN8pJylJeoUVZSDnXprV/LS9QwsTSGk4c98jILUJRbhKK8EhTmFqE4rwRFecXISstByMbD9S5NPbP7vE6ySmWNnOcgdQQMpwBlewEIQNkO1LhSYgzhdtFJ7gKJxEQnGTuiKom4S+eUUhleH3oPHFqwUbeBXIGn+vTDYz16YnPERXx0PBSau+bN2Bsbs8jUBrDQRERERDoxfva9OLHjLM7suiB2FL0Se8ZDXcWfnPQ8FGQXaWdcVaorce1iEnwGeFSbFVSb6FNX0a23K65dTIKVowUMjFWNmg0lhrgLCfAZ6Ino01e1x8ysTeDi1xVxFxJRVlRWrf3NlGzcTMmGq1/XTrO8syEp0WkwDOzW6CITAFRpquDm74wrJ2P1mExcXy9Yj3739oSds43YUWpIvZqOPesOIOZsHPIyC/4pIJX/U1xS17kX3G3B/30U42ePxq+f/omQH480L0NserOuu5tMVv/yX62qXEB9GkLZvltPjKuNUAxURt36KUfNQhRpif3UuYf9erSoyHQnQ4UCz/QLxO64WFzIqP659LDkEti2gKU+IiIi0gmJRIKF3z0PM+uOvQlnW951oFJdicgTMegx2BumVibQVGogVykbdW1eZj7c/J1RWliG63E39Jy0ZW4kZsLSwRw9Bnuje193FOUW4/LR6BpFpjs1ZqZPp9KMj3FJQSkUKoXus7QRJQWlWPnsN23m33GNRoPTO8Pw6yd/4vKxaDz22oPITMlGYmQKMhIykXsjHyUFpQ0WmQDAqbsDzu27hIB7e7dC8vo1ekYTyiDkzgGqOvbeaq1FEMT7SxKZRILnAvrrvN+gri7VXiukUrw+7B6dj0NNxxlNREREpDPWjpZ4+evZeHfqZ2JH0ZumzAIRS+SJGBiaGqDnMF9EHG3cRt456Xkt2j+qNeXeyIfvQM8m75VF/6qqauSskjskRqbAo7cr0uIyOux+bOf2XsTudQcx/pnGbUCtDwXZhUiISEZxfgm8+nugzyh/3EzJRvSZOKTHN68I/NF/voRbD2fkZxU03FjPpI2d0QQAqAAqIvSWpTMRRJxjMsnLBy7mFjrvN8jZGWvOnda+fnngYPjY2Op8HGo6FpqIiIhIp4Y/EoTRTwzDgc1HxY6iF42ZPdAWlBaWNbrI1B6155k1XoEeqNJUQV2mRnJUWquP7zvIE1GnrjbcsBbxF5Pg6tcVN1OzUVLQMfdr+nbRjwgc0wt2Lq37hbW0qBSFucWAIODo1lO4cioWN5Ozqj09sSUSI1MabtQKZI2e0US6VCWIt0fT84ED9dJvgKMTlFIZKqo06G3viGf1MGuKmodL54iIiEjnFv8wF58ceAuPLJwEZ28nsePoVHspNHV0Gk37/H3o3tcNsefiEXchAWVFZc3aXL4lDEwMkH7HhuvNkXQlFZb2FjA2N9JRqralpLAU/ze7dZbQZaZkIeSnIxAEAQbGBrBztsGBzcfw51d7cDXsms6KTG2JVNr02XTUclUQZ+ncWA9PeFrrZ98kA7kCs/oFwFipxHOB/bkJeBvC3wkiIiLSOblCjj4j/fHcp//BD1Gf48erX2LuqqcQMKY3FMr2O6Ha1a8rstJyxI5BQLucTeMzoDviLiRqX6vLKlClaZ0v3QbGKvQc5gtTS2PkZea3uL+0q+lw9XPWQbK26XzIJez6br9e+s67mY+/vt6LBcPfxBOuzyPxcgo0lRrkZOTh6NZT2PDmz3oZt62QyTmjSQyCSJuBz+2vn9lMt7lbWKJIrYanFTcBb0va75/0iIiIqN1w8nDAg/PG48F541FaVIrz+yNweud5nN51HjnpuWLHa5BMLoPfYC9cPhbdLvZo6gxupmbD3tUWN5Juih2lUeQKGbLv+qw7dLNrlRkrvYb7IS48QedLKaUycZ/AqG/fLt6IgDG94eBm1+K+igtKcGL7WRzacgxhIZeqFRj/XL0bv37yZ4vHaC+k0vY5G7G9EyStX2ga5+GJnnb2eh2jSK2Gl7WNXvaAouZjoYmIiIhalaGJIYY8MABDHhgAQRAQdyFBW3SKORPXZp74dJuzTxdUaaoQEdpx9ztqj4pyi1GUW4yuXo6wdLBAamw6cjPyxI5VJ99BXjUKPa2xz1Sv4X64FHpFL31nXMuEgYlBvU/7a89Ki8rwf898jY/2vQlpM5bkqMvUCAu5hJCfjuD032FQl1XU2q68VN3SqO0KZzSJo6oVZzSZKlVYMngopvv30vtYM/v0g5+tHZfNtTESoa39aY6IiIg6rdzMfBzfdgbbv9zV6o+jl0gkcPN31u47U5RXjBuJN1HaQb9EdzTd+7oj7kKC2DFqZWJpDE2lBqWF1T9Lrj2ckdSMDZrtXGxgYGyA5Kj6/x3xC/LClZOxTe6/Kbr1coWxuRFKCksRH56o17HEMvqJYZj26gNw93ep9bxGo0H6tUwkRaYg6Uoqkq6kIDEyBSnR11FRXgGvQA/Enotv5dRt14qtSvQLOit2jE7nRrkLhvx5v97HcbewxJaHp8HW2FjvY91WWVXFQlMbw0ITERERtTmCIOD8/kvY9sUunN55vlXGtHezxY3E9rEMi2qSyaVQGCjb5OwaE0tjFOcV4+4/dXv3746r5681ap8mAxMDePZ1R9rVdOT8M3PLwt4czl5OKM4vQUJEMgDAzMYUZtamMLUyQezZOFRWtM4yJc+AbgBu/T5IpBIoFAoUF5QgIyETxfklrZJB3/qM8sfkueMgk0mRGJmCpCu3Cksp0Wl1zlYCAENTAwCoUWjsrGa/64RHZu0WO0ank17mimE7xul9nFl9A7Bs2Ai9j0NtGwtNRERE1KalxKRh+5e7se/HwygrLtfbOF4B3RAbdk1v/ZP+9RjsDYlUAnVZBdKuprepAodHH1fEhyfVOO4zsDtiz9VfbPIM6IbstBxtgak2BsYqlJeq2+QeYjZOVrDpagWFgRKlhaVtduaZPlk7WSL7etvfj661TH7WDc++vgsKZd0FOtKt66XuGP7XGL2P882EyRjj4an3cahtY6GJiIiI2oWivGLsXncQf67erZcNoHsO89X5Zskknrb2+1lfHt9Bnog5E4eqWopEPYf7drj9wdra701rsHO2RmZKttgx2hS/QV2w7OvzsLHPaHYfh3aOQEayMTQaKTQVgEYjAQTAq3cu+gy6CBMz/W+2316klXrgnr/u1fs4Z595HtZGRnofh9o2FpqIiIioXdFUanDiz7M49MtxJEWmIO1qBjSVLV8e5D/MB5ePRusgIbUFMrkUVo6WuNlGvtxbOljUu1m5b5Anok9V3wzfxbdrg/swtVedbd8iV7+urb7vXHtgYWeK19eWoveAsGZd/8zIe5ESU/tfPEilEnj3d0S/e+QYMfkKXLp1ns9bbVJKPTHyr1F6HcPb2ga7n5ih1zGofWChiYiIiNq1CnUFrsdl3NqENzIVSVG39k1JjbnepP1pvAK7IfYcl851JD4DuyP6dJxe+pZKJVAaqaBUKaBQyaFQKSBXyKGp1CD92o1ar2mo2OA32AtRJ69CEARIZVI4uNvhelzzZ3u0ZU4e9rgeX/t96oi8B3RHzBn9fBbbO6lMilnLHfHw07sgkTT+OkEApnTv36in9skVMjzxqhOmzt4NuaJ19i1ra5JKvDD675F669/B2ASbH54KdwtLvY1B7QcLTURERNQhVVZUIuZsPI78egKhv59scH8UB3c7ZCRktlI6ai09h/shKy0b6Toqarj4dkFGQmadmz/LFTJYOVoiMzmr1iwRoVfq7b/HEG9EHo/pkEvm7tQZ9yxy6+GMxGY8ZbCzGDjOFc8si4SLR+NmHuXnWGGqv3OTxujexwEL/y8JHr6db/ZqYokP7v37niZf52FphfjcnHrbOJmaYvODU+FqYdHMdNTRsNBEREREHV5VVRUij8doi065N/KrnZdIJJDJpdoZUE4e9vjP8mkozi9BZvJNXI/PwPHtZxv1dDBqm8xtTOHk6QCpVIai3CIYmhhAYaAEBAHlpWoU5xXDysmq3kKQiYUxVEbKBgskdq62qFRXICc9T3vM0t4cNl2tcbURG877DPJE3PkEVKorG/3+2hsTS2MU5RaLHaNV9Rruh0sNFBp1Qa6QwTfIC4IgIPt6rs6KrK1BKpXgvidc8eT8M7BzTK+37dUrfnjxXkWTx5DJZZi2oAv6DrkOlWE5DAzLoDIog4FhKQyMSqFUlUAqbe47aLsSiv1w385hjWorl0oxxdsXs/sFwtPKGn/GROHtI4eQX17zyYnOZubY/NCj6GpmruvI1I6x0ERERESdikajweWj0Tj8y3Ec++M08m4WwMrRQlsUGDNzBF74/GkYmRpWu+7apSSsmvMtok5dFSE1tZb6ZhJ5BnRrVKEIAKwcLSBXypGZlIWeQ30QF56I0iI+3v42uVLeoQtptfHu3x0xZ/W/fO7uZXqufl1hamWCpCupKMwp0vv4uqBQKTBxVhd0cS8HIAAS/LOsTtAur0uKMcSf3ybqfGyZXIZdyed13q/Y4ot7YOzOoQ22czEzx88PT4OjqWm14zeLi/HfwwewN/7f/we6mltg80OPwsnUTOd5qX1joYmIiIg6LU2lBhePXMGlI5FIjk7DsIcGYeRjQ+psX1VVhZ1r92Pd0s0ozi9pxaTUmm4Xm2y7WsPayRIZiTfh7OPU5KVsZtamsHK0QOJlLpe6W8+hPog41rmWL1nYmiHvpn6fgiaVSqAwUKC8pPZ9i0ytjGHb1QZGZoaQSCS4dimJ/y27i1Qqwe7UcLFj6FxcUU+M2zW4wXa97B2wfdoTtZ4TBAG742Lx1uEDyC4txcqx4zHF21fXUakDYKGJiIiIqImy03PxzcINOPzLCbGjkJ70Hd0TsWfjUVzAL+G65tDNDjnXc+vc56ojunPWpD45+3RBSnRao9vbu9niRmLtT21rTb2G++L6tRswtzFD+rUbsOliBalMBokESIhIbtUsEokEe9LCW3XM1hBb1Bvjdw1qsF1PO3v8+diT9bbJLinBO6GH8ICPL0a6ddNVROpAOuDqUyIiIiL9sna0xLKfF+D5lTPFjkJ6cuFABFybuNEwNUyukEEmk3aqIhMA5N8sRI/B3nDsZq/XcSxsm7aEqSC7UE9JGkcqk8JvsBcuhUYhKzUHSgMFzKxMkByVhsTLyUiISIbvIC9IZa33tbWjzsMQGvnVvzHv39rICJ+Pm4Chzq4tjUUdFAtNRERERM304LzxGPLgALFjkJ6UcU8lnfMd5IW0qxlix2h1mkoNIk/EIP3aDXgFdENXbye9jFNR0fh9r5QGCpQWivsZ797PHVdOxGpfR526ioy7ZlhFnYqFs57uV2dSJUga2a7xhTaFTNbcONTBycUOQERERNReSSQSLPr+ecSdT8CNJPGXn5DumNuYtvqSnY7Os587Io42bZ+rjig27BrsXGwgkUogVOl29kxGE54wZ2ZjiqzU+h9br2/FeY1bmmpiaaznJHexOQTJ7V3HcdfvUY1CTEOv7ybU8c+6eH3nqernulnIsPsJs7ua1LxeyeIR6QALTUREREQtYGppgtd/no+Fw/8LTaVG7DikI84+XXC5k21WrW+5N/LFjtBmZCZnoccQH0Qe191nzNbZBjdTshrd3sTCuFULTfZutrB3sUVBdiE0mipIpRJkpzVufKm0dRfiSOVdWnW81mCoALwNxE5BnQULTUREREQt5DfIC0+/Px3fvbpJ7CikIyUFpWJH6HAcu9kjq5GFhc4gI+EGfAZ4QCaXI/5iIsqKy1vUn52zdZMKTQbGqhaN1xg2Xa3h2M0eORm5SItNb/bG4yWF/PeRqD1hoYmIiIhIBx5ZNAnhhyNxdvcFsaNQC3HZnH6kxF6HXClHpbrx+wg1lnf/7pBIgOgzcTrvW1+yr+ci+3ouAKDXcD8kXE5CYU5xs/v7d6lX4+hrlpBEIoH/UB/kZxUgOSoNWanZLetPKoGRqSF6DvVBWYkaSVGpUJeqdZSWiPSBm4ETERER6YBUKsUrG16AlaOl2FGohbp6d+mwT54SU96NfPgO6K7TPu1cbOAZ0A0xZ+OgNFDqtO/WdCn0CorzSuDRxw3+Q31gZGbY5D6yrjdttlhxQeP2R2oqz4BuiDgaheSoNJ30J1QJiDgahYhj0bh6/hp8+uv2M3S3phbsiKgmFpqIiIiIdMTC1hxv/b4INl2sxI5CLdCaj1LvbNLiMyCTt3yzYaWhEj2H+yInPRdXw679c7R9FwerqgTEhyfi8rFodOvVtMfGm1qZICMhs0nX3J5NpUtGZoYo1fPTGq+evwZjcyO99c86E1HL8f+iRERERDrkF+SN7yNXYtLzY8WOQtTm5KTnwXegZ7Ou9Qr0QM/hvvAf6gNTS2NEhEahsuLWBvwyuRRFjXyCWXsQG3YNxmaNL6Y4eTg0eYyi3GKdFmwc3O1gYmGMlGjdzGSqS2lRGVz9uup1DCJqGe7RRERERKRjxmZGmPfVM3jijYehUMmRFJmKJaPf5lPpiABkJGRCKpOiSlPVqPZSqQQ9hvgg4mhUnW28B3jiyokYXUUUnbpUDZ/+HrgUWvd7vk0qk0Iia940HGsnKxTnt7xA5xXogZToNL3PZvqXHqcdcUoTUYtxRhMRERGRnlg7WsLMyhQ9h/ni2U+CxY5D1CZkXc+B7yCvRrU1MjNEt95u9RaZgI65r871+BsNtrF2soSzjxOiT11t1hgmFi2f0dRzuB9iz8W3YpEJEPS4TLIjfpaIWhsLTURERESt4MF54zFi2mCxYxC1CZnJNyGV1v+F3t7VFiaWJoi7kNBgf1fD4uHgbqereG1CVloOeg33q/O8z4DuKC0qQ1JkavMHkUhg52LTrEuVBgr4DvJCROiV5o/fXNysn6hN49I5IiIiolYgkUiw8Ls5yLtZgPCDl8WOQ/UozCkUO0KHdzMlGz2GeKMguwgp0WmQyWVw7GYHcxszSKQSFOeXIDX2OirKKxvVn7qsAlKZBAqVAhXlFXpO33ouhV5Bt96uuHYxSXtMrpTDZ0B3XD4W3eL+by83VBkq4dXfAxGNWKoHAJYOFjAxN0LUqdgWZ2gWPdaZOKGJqOUkAp/dSkRERNRqBEFA+KHL2PDfXzrUnjIdjf9QH518kaeGWdiZozCnEJrKxu3ZVJ+O+Pvm5GFfbRldr+F+uKSHWUQKlRxm1qYNPo3Ozd8ZOel5KMgWryBrYmkMp+4OMDBUoSivGKmx16Eu002BUaGUY1fZzzrpi6izYqGJiIiISASCIODcvov48b9bEHM2Xuw4dBdDUwOoDJXIyywQOwo1kc+A7og+Eyd2DJ2QK+XQVFRqV4opDRQwMFahILtIL+P5DOyO6NN137seQ3wQfTpWJ0VBXZLKpPDs566T/5ay0ETUctyjiYiIiEgEEokE/cf2wZenVuDdHa+he193sSPRHUoLy+DQzV7sGNQMydFpsOliJXYMnahUV8J/mK/2tXf/7norMgFA9Ok4dOvtWuO4VCaF/1AfRB6PbnNFJgCo0lQhNuwa5ApZyzvj2jmiFmOhiYiIiEhEEokEgyYGYM25j/DW1sVw7+kidiT6R/Spq3BksandKSkohbG5EaSyjvFVJyI0Cj2H+UIilSC9EU+ia6mSwlJYOlhoX5tYGMPd37nNL0kUqgT4DvKCtZNli/phnYmo5bh0joiIiKgNqaqqwtHfT2Hj278iOSpN7DidXve+7o166hm1Pb2G++JSIze3bg/6j+uLs3sutMpYtzcHz83IR1lJGbJSc1plXF1x6+GM5Og0VGmaPvtKaaDAzpL/6SEVUefBQhMRERFRG6TRaLBswgqE7bsodpROzXeQJ6JOXRU7BjVTz+F+KCkoQWZyFgpz9LfkTN/kSjnMbRreqJv+1XO4HyKasWm6ylCJv4s36yERUefRMeaTEhEREXUwMpkML345CwqlXOwonZpMroM9X0g0EaFXEB+eCBMLI7GjtIjvIE8WmZqoKLd5hUUJ184RtRgLTURERERtVFdPR0xdMkXsGJ2aVMo/LncE6dcyYdvVWuwYTWZgYgD/oT6I6EBLAFtLc5bNEZFu8K/IiIiIiNqw6a8/CKlMigObQ3G9FTYCpuqqqvhltaNwcLfDzdRssWM0mlegB7JSs9v8Jtxtkd9gL1w5EVvrOYVKAaWBAipDJZQGCigNlVAaKP/5VQETC+NWTkvU8XCPJiIiIqJ2QBAERJ2Kxf6fQnH41xPter+Z9kShksNnoCeunIiFplIjdhxqAfeeLshJz0VhbnGbnu1ibmMKp+4O3BusBYY8OABPvPEITMyNoDD4t7CkUCk4S5GoFbDQRERERNTOVKgrcHZPOPZvCsWpv8JQUV4hdqQOz8nDHgoDJZIiU8SOQjpgZGYIEwsjGJoYQmWkgkIlh1QmgwS3ZrFVqCuhLlWjtLgMxfklKMopRmt8beoxxAeJEckoLijR+1gdnVegB978dSEc3OzEjkLU6bDQRERERNSOFeUVI/T3U9i/6Qj3cWkF/kN9cO1iEkoKS8WOQq3MxMIYxhZGMDQxuDU7RimHRCYDIEDQCNBoqqCp1KBSXYmK8gqUl6mhLlWjrLgcZcXl9fZt52IDU0tjxF9Map0300mYWhpj9JPDUaWpglQmxeyPg6FUKcSORdThsdBERERE1EHcSLqJg/87hv2bjiA5Kk3sOB2Wha0ZHLrZI/o0lzZR4xkYq2BgpILSSAWVoQJypRwKpRwmFiaIOHoFFeWVYkfs8IL/+yj+s3yq2DGIOjwWmoiIiIg6GEEQEHchAft/CsWhLceQeyNf7EgdkldgN6Rfy+R+WdQiXb0ckRqbLnaMTkEml+HrsI/g3tNV7ChEHRoLTUREREQdmKZSg/P7L+HA5qM4vu0MykrqX8JDTePWwxlpcRncJ4uazd7VFjeSboodo9PwCvTAFyfeh0wuEzsKUYfFQhMRERFRJ1FaVIpj287gwOajuLD/Eqqq+MdAXfAZ5IloPiGMmsnK0RI56blix+hUnv04GI8unix2DKIOi4UmIiIiok4o63oODm85jv2bQhEfnih2nHbP2skS2ddZLKCmM7E0RlFusdgxOhWlgQJPvvko7vvPcNh0sRY7DlGHw0ITERERUSeXcDkZBzaF4uD/juFmarbYcdodOxcbZCZniR2D2iHv/h7Ivp6LrLQcsaN0SlKpBC+ufgaT5owROwpRh8JCExEREREBAKqqqnDpyBUc2BSK0K2nUFJQKnakdqHnMB9EHI0WOwa1Qz2G+CDyOD87YrKwM8fGuC9haGIodhSiDoOFJiIiIiKqoby0HCnR15GekImMhEykxV5H6O8nUcglPjV4BXog9ly82DGoHeo51AcRx1hoEtvT7z+O6UsfFDsGUYfBQhMRERERNUpZSTkO/u8Y/ly9G9cuJYkdp02QyqRQGihQVsyn+VHT9Rzmi4ijUWLH6PRMLIzx07WvYGJhDEEQUKWp4lPpiFpAKnYAIiIiImofDIxUGP/MaHxz4RN8emg5eg73FTuS6Fz9urLIRNTOFeUVY5bffGx+fyvS4jKwZPTbYkciatc4o4mIiIiImqUwtwizey7EmBkj8MeqnSgvVYsdqdVxRgo1h00XK1g6WOBq2DWxo9Bd5AoZTCxN8OHeN+DR203sOETtEgtNRERERNRsUaevwiugG/b8cBCr5qwVO06r8x3kiahTV8WOQe2ETC5Dj8HeiD5zFeqyCrHjUD1MLIzx+OsPwWegJ7r3c4ehsYHYkYjaDRaaiIiIiKjFLoVewaIRb4kdo9XZOlvjZkq22DGoHZArZLBxtkbGtUyxo1ATSaUSuPZwxuS54zDxufvEjkPU5rHQREREREQtpi6vwJ51B/Hzij+QlZYjdpxWYWJuhKL8ErFjUDshk8ugqdSIHYNaaNorU/D0B49DKuV2x0R1YaGJiIiIiHRGXabG7n8KTtnXc8WOozddvRyh0VQhPf6G2FGoHZHKpKjSVIkdg1po1ONDsWjdXChVCrGjELVJLDQRERERkc6py9TY9f0BHP7lOJIiU1GUVyx2pBYxNjOCTClDVYUG3Xq7IfJEDGenUJMZmhigtKhM7BikA+OfGY0Fa+eIHYOoTWKhiYiIiIj0ShAEZF/PQWJkKhIvJyMpMgWJ//yUFZeLHa9RuvdzR9z5BLFjUDtnbmOK/KxCsWOQjrz391IMHN9P7BhEbQ4LTUREREQkiqqqKmQmZyHx8u3CUzKSIlORdCUVFeVt74lcXoEeiD0XL3YMaqckEglMrUxQkM1CU0dh5WiJ7yL+D2ZWpmJHIWpTWGgiIiIiojZFo9Eg/VrmP7OfUpEYmYzEyBSkRF8XbbmaZ0A3pMWmo6SwVJTxqf3rOcwXEUejxI5BOvZt+Kfo1stV7BhEbQoLTURERETULlRWVCLtajoSL6fg2qUkHNpyHOnX9L8Zd8/hfrh8NAr8YzM1l5m1KSorKlFSwEJlR7MtZwNMLIzFjkHUprDQRERERETtUlVVFc7uCcefX+3B2d0XdN6/0kABjz5uiDp1Ved9U+fiN9gbV07EiB2D9MDQxACbk76GqaWJ2FGI2gwWmoiIiIio3UuLS8dfX+/D3vWH0MXTASMfGwrfQZ54b9pK3EzNblafvgM9EXWaRSZqGfdeLki4lCx2DNITx2722Bi3WuwYRG0KC01ERERE1GFoNBrIZDLt69Sr6Vg04i3kpOc2ua/ufd0Rd4FPmqOWce/pgoQIFpo6KlMrE8x85zFMnjtW7ChEbYZc7ABERERERLpyZ5EJALp6OuKTA29h0Yi3kJeZ36S+JBKJLqNRJ2Vqyf17OrLCnCKEH4rA9bh0aDRVcPbugtFPDoOxmZHY0YhEwxlNRERERNThJVxOxuKRy5v0aHmvQA/EnovXYyrqDOxdbXEj6abYMagVGRir8NbWJQgc01vsKESikIodgIiIiIhI39z9XfBRyJtNml3CCU0dl0Ipx4jHhrTKWDeSbsKtp3OrjEVtQ1lxOXas2YNd3+1HWMhFFOQ0vsBN1BFwRhMRERERdRox5+Lxyr1v13jMvIGxCnYuNjCxNIZcLoe6TI3U2HQU5RWLlJT0xam7A978ZSG693XHhv9uweb3tup9zB5DfBB5PFrv41Db9MBL9+OFz58WOwZRq+GMJiIiIiLqNLwDPbBi9zIYmhhoj/kO8gQkEiRHpeHKiVhcCr2C6DNxLDJ1QCOnD8HXYR+je193AMCMt6dhygvjarRz8rDX6bjx4QlQGSl12ie1DxZ25lAouTUydS4sNBERERFRp+IX5I33/l4KUysT+A/xQdSpqygrKhM7FumR0kCBBWvnYOmml2Fkaqg9LpFIMPfzpzBoYoC23RtbFmB9zBd4e9sr8AzoppPxy4rLtcUt6lzyMvMx8J/PF1FnwUITEREREXU6vYb7YeXRd+AV6AELWzOx45AeOft0werTKzD+mdG1Pkkw+3ouok9fhYWdOT499DbumToYUqkUg6f0x+fH34NtV2ud5Lh7uSZ1DsMeHohew/3EjkHUqrhHExERERF1apUVlTiz+wJCNh7Bqb/OobJCI3Yk0hFXv654deNLcPbpAgMjVbVz6vIKJEWmICzkEg5sDsW7O16Dg5tdtTb/++APrH/j5xr9dvF0xIy3p6FbLxe8/cj/ISU6rcEsUqkEMoUMFeWVLXtT1G44ezvhy9MrYGxmJHYUolbFQhMRERER0T8KsgsRczYOKdHXkRyViuSYNKREX0deZr7Y0aiFzKxNYediA99BXrjn0SCUl6phamWCbr1cUFmhqVYM0FRqsOu7/fhm0Y9Ql1XU6Mt/qA9Whr4LAMi6noNFI97C9biMesfv3scNceGJOn1P1La98PnTeOCl+8WOQdTqWGgiIiIiImpAQU4hUmOuIzn6OlL+KUBFHo9BYU6R2NGoGQyMVLBysoRNFyvYdLHCkAcGYPgjQQCAs3su4NvFG5F0JbXO6x3c7fBT/Ffa15kpWfhi7ne4dOQKSv/Z78vB3Q6DJ/fHH5/vBAD4DfbGlRMxenxX1NYMmhSAd/98TewYRK2OhSYiIiIiokYSBAFXz1/DtUvJkEol+HbxRhRkF4odi+5gZGaI9/9eisoKDSrUldD882uluhKVFf/8qq5EZYVG+6tUJsUjCyciOSoVJ/48h5LCUpQWlaGsuEz7z3mZ+chIyERJQSmkMimeem86Jj53H0wsjLVjV1ZUIvZcPApzihA4rg9kMhlWv7QOu74/ALlCpi1CUefw398WYdjDg8SOQdTqWGgiIiIiImqi5Og0bP3sL4T8FIqK8ppLq6j1GRip0K2PG4Y+OBCPLpqkt3EKc4twI/Em0q6m48yeCzAwUkEikaAorxi2zjZw6+GMUY8P1W48XlZSjo9mfIljW0/rLRO1TQbGKmxKWANzGz5wgDoXFpqIiIiIiJop90Ye/vxqD3as2ctldCJRGigw64MnMOXFcZDJZa0+fnZ6Lg5sCsXBn48h/p89mJ588xHMeHuats21S4nY+PZvuHAggk+f60SGPxqEN39ZKHYMolbHQhMRERERUQuVFpdh34bD2Lryb6RfuyF2nE7Dd5AnXtnwIrp6OYkdBRqNBudDLmHn2hCc/CsMPgO6o++onugzyh9+QV5QGiihqdQg+kwcwvZdRFjIRUSfvoqqKn4d66iefPMRBL/1KKRSqdhRiFoVC01ERERERDqi0WhwYvtZ/PrpDkSfvip2nA5LoZRjxjuP4ZFFEyGTtf4spoZkXc/BnnUHsXvdAWQmZ92adbXiCTz08oRq7Qpzi7BswgeIOsXPSkMkEgnumRoEqUz3RRt9fSUe9tAg7tFEnRILTUREREREOiYIAp7tvQiJl1PEjtIhfbDrdfQf11fsGA3SaDQ4t/cidq4Nwem/w/DgyxPw7CfB1Wa4xJyNw4sDl4qYsn24f9ZoLPxujtgxiKgROIePiIiIiEjHJBIJPPq4iR2jQ1KoFPAL8hI7RqPIZDIMHN8P72x/FZsSv4axmRHWLvkJ6jI1SgpLkZuZD48+bnDzdxY7aptmYmGMpz+YLnYMImokzmgiIiIiItIDQRBw7I/TWDN/PbLScsSO0yH4D/XBwu/mwNm7i9hRmk1TqUFhbhEkEgmW3v8+ivNLcD0uQ+xYbdqLX87ClBfGiR2DiBqJhSYiIiIiIj0qKSzFiT/PIic9FzkZeci9kXfr14w85KTnojC3WOyIbVr3vu4ImhSIoMmB6N7XHRKJROxIOqOp1GDbF7vw41u/oKy4XOw4bVK33q5Yc/YjUZ4oSETNw0ITEREREZGI1OUVyPun+KQtQN3+9ca/r3PSc6EuqxA7rt4plHL0HtkDQZP6Y9CkANg524gdSe9upmbj6wXrcXTrabGjtDkrQ9+B/1BfsWMQUROw0ERERERE1A4IgnBrX5+MPKTFZeDXT/7EpSNXxI6lE6ZWJhg0MQBBkwIRMKY3jEwNxY4kitO7zmP1S+uQkZApdpQ2YfSTw/DaxnlixyCiJmKhiYiIiIioHRIEAef3X8L6N35GzNl4seM0WRdPRwyeHIigyf3hF+TFpVH/KCspx88f/IFfP/kTlRUaseOIxtDEAOtjvoC1o6XYUYioiVhoIiIiIiJqxwRBwMkd57D+zZ+ReDlF7Dh1kkol8Bvsrd1vqT1v6N0akqJS8eUL3+Pi4Uixo4ji2U/+g0cXTRI7BhE1AwtNREREREQdQFVVFQ7/cgIbl/+KtKvpYsfR8hnoiUlzxmDA+L6wsDUXO067IggCDmw+im8Xb0ReZr7YcVqNs08XfBv+CRRKhdhRiKgZdFpo0mg0qKjo+BsUEgGAQqGATMYp3kRERNS2aCo12PfjYfz0zm+4mZItWg4X3y54+v3HMXhK/w71pDgxFOYW4YfX/4eda/ejM8wT+HDvGwi4r7fYMYiomXRSaBIEARkZGcjLy9NBJKL2w8LCAg4ODvzDExEREbU56vIK7Pw2BP/74I9WnQ1j29Ua/1k+Fff95x7uu6RjUaev4pOnvkJKdJrYUfRm2MMD8d/fFosdg4haQCeFpvT0dOTl5cHOzg5GRkb80k0dniAIKCkpQWZmJiwsLODo6Ch2JCIiIqJalRaX4c8vd+PA/44iKTJVbzNiTK1MMH3pQ5g8dwxUhiq9jEFASWEpPnnqKxz747TYUXROZajEuiurYO9qK3YUImqBFheaNBoNYmNjYWdnB2tra13lImoXsrOzkZmZCS8vLy6jIyIiojavKK8YV07GIvJ4NCJPxCD69FWUl6qb1IdUJoVMJoX0nx+lgQLjZ9+LqUumwMTCWE/J6U6CIOCXj7Zj/Rs/o6qq4yylm/nOY3jijYfFjkFELdTiQlNZWRkSEhLg5uYGQ0NDXeUiahdKS0uRmJgId3d3GBgYiB2HiIiIqEkqKyoRdyEBkcdjEHkiGpHHY5CTkac9/8SyhzH99Qe1RSWpVMrVC23IuX0X8cHjq1CYUyR2lBZz7GaP7y9/BqWBUuwoRNRCOis08Ys2dUb8/BMREVFHIggCMhIycfl4NPJvFuDhBRNZWGrjMhIz8fbDnyLuQoLYUVrk3R2vYdDEALFjEJEOyMUOcFtWWjbCQi6hpKAURmaGCLivF2y6cCkeEREREVFrkUgkcOxmD8du9mJHoUZycLPDqmPvYtWctdj/U6jYcZpl4IR+LDIRdSCiF5pizsXj5xV/4NRfYdBUarTHZXIZBk0KwPSlD8E70EPEhERERERERG2XylCFVza8CJ8Bnvh6wYZq36vaOoVSjudXzhQ7BhHpkFTMwY9tO40Fw97E8W1navzHUFOpwfFtZ26d336mVfLs3bsXgwYNgqmpKWxtbfHwww8jIaH6FNTy8nIsW7YMrq6uUKlU8PDwwA8//FCtzapVq+Dt7Q1DQ0M4OztjwYIFKCsrq3XMFStWQCKRYP78+Q3mO3LkCAICAmBgYIBu3brhm2++qdFm69at8PPzg0qlgp+fH7Zt29b4G/CPtWvXYsSIETAzM4NEIkFeXl6NNrGxsZgyZQpsbGxgZmaGIUOG4NChQ9XavPzyywgICIBKpUKfPn1q9LF8+XJIJJIaP8bG1TeRbMz7vltycjImTZoEY2Nj2NjYYN68eVCrq290GRERgXvuuQeGhobo0qUL3nnnHb09hYWIiIiISJ8kEgmmvDAOnx5aDisHC7HjNNojiyahS3c+wZmoIxGt0BRzLh4fPP45Ksor6m1XUV6B96evQsy5eL3muXbtGqZMmYJRo0YhPDwce/fuRVZWFh566KFq7aZOnYoDBw5g3bp1iImJwc8//wwfHx/t+c2bN+O1117DW2+9haioKKxbtw6//PILli5dWmPMs2fPYu3atejVq1eD+RISEjB+/HgMGzYMFy5cwOuvv4558+Zh69at2jYnT57EtGnTEBwcjIsXLyI4OBhTp07F6dNNe/RpSUkJxo0bh9dff73ONhMmTEBlZSUOHjyIsLAw9OnTBxMnTkRGRoa2jSAIePrppzFt2rRa+1i8eDHS09Or/fj5+eHRRx9t0vu+m0ajwYQJE1BcXIxjx45hy5Yt2Lp1KxYtWqRtU1BQgPvuuw9OTk44e/YsvvzyS3z66af47LPPmnKriIiIiIjaFP8hPvjq3EfwG+wtdpQG2Xa1xvTXH2q4IRG1K6JtBr784U9wfFvjZyoNfWgg3vp9cXMiNsrvv/+O6dOno7y8HFLprfrbX3/9hSlTpqC8vBwKhQJ79uzBY489hmvXrsHKyqrWfl588UVERUXhwIED2mOLFi3CmTNncPToUe2xoqIi9OvXD2vWrMF7772HPn36YNWqVXXme/XVV7Fjxw5ERUVpj82ZMwcXL17EyZMnAQDTpk1DQUEBdu/erW0zbtw4WFpa4ueff27yPTl8+DBGjhyJ3NxcWFhYaI9nZWXB1tYWoaGhGDZsGACgsLAQZmZm2L9/P0aPHl2tn+XLl2P79u0IDw+vd7yLFy+iT58+1fptzPu+2+7duzFx4kSkpKTAyckJALBlyxbMnDkTmZmZMDMzw9dff42lS5fixo0bUKlUAIAPP/wQX375JVJTUxu96SU3AyciIiKitqhCXYFvFv6IHWv2ih2lTm/8shD3PBokdgwi0jFRZjRlpWXj5I5zTbrm5I5zyErL1lMiIDAwEDKZDOvXr4dGo0F+fj5++uknjBkzBgqFAgCwY8cOBAYG4uOPP0aXLl3g5eWFxYsXo7S0VNvP0KFDERYWhjNnbhXRrl27hl27dmHChAnVxnvhhRcwYcIE3HvvvY3Kd/LkSYwZM6basbFjx+LcuXOoqKiot82JEyeadjMaYG1tDV9fX2zcuBHFxcWorKzEt99+C3t7ewQENH8Tv++//x5eXl7aIhPQuPd9t5MnT8Lf319bZLp9TXl5OcLCwrRt7rnnHm2R6Xab69evIzExsdnvgYiIiIioLVAoFXhp9TN44YunxY5Sqz6j/DH8kUFixyAiPRBlM/CwkEuo0lQ16RpNpQbn90dgzIwResnk5uaGffv24dFHH8Vzzz0HjUaDoKAg7Nq1S9vm2rVrOHbsGAwMDLBt2zZkZWVh7ty5yMnJ0e7T9Nhjj+HmzZsYOnQoBEFAZWUlnn/+ebz22mvafrZs2YLz58/j7Nmzjc6XkZEBe/vqT/+wt7dHZWUlsrKy4OjoWGebO5ez6YJEIkFISAimTJkCU1NTSKVS2NvbY8+ePdVmPjVFeXm5dtnhnRrzvu9W2zWWlpZQKpXae5GRkQE3N7ca/d4+5+7u3qz3QURERETUljzw4v2o0lTh6wUbxI6iJZPL8OIXTzd6FQERtS+izGgqKShtuJEOr2uMjIwMPPPMM5gxYwbOnj2LI0eOQKlU4pFHHtFuEF1VVQWJRILNmzdjwIABGD9+PD777DNs2LBBO6vp8OHDeP/997FmzRqcP38ef/zxB/7++2+8++67AICUlBS8/PLL2LRpU5OXWt39H+Lbue48XlsbXf8HXBAEzJ07F3Z2djh69CjOnDmDKVOmYOLEiUhPT29Wn3/88QcKCwvxn//8p8a5xrzvhq65fV1D96qhfomIiIiI2puHXp6AZz8OFjuG1gMv3Q9XP2exYxCRnogyo8nIzLBVr2uMr776CmZmZvj444+1xzZt2gRnZ2ecPn0agwYNgqOjI7p06QJzc3NtG19fXwiCgNTUVHh6euLNN99EcHAwnnnmGQBAz549UVxcjGeffRbLli1DWFgYMjMzqy0x02g0CA0NxerVq1FeXg6ZTFYjn4ODQ42ZSZmZmZDL5bC2tq63zd2ze1rq4MGD+Pvvv5GbmwszMzMAwJo1axASEoIff/yxxqykxvj+++8xceJEODg4VDvemPd9NwcHhxoboOfm5qKiokJ7L+rqF4DO7xcRERERkdgeXTwZlRUa/LDsf6LmsLQ3R/BbjzbckIjaLVFmNAXc1wsyec1iSn1kchn63dtTT4luPWnt7gLP7ddVVbeW+Q0ZMgTXr19HUVGRtk1sbCykUim6du2q7ef2ZuJ39iMIAgRBwOjRoxEREYHw8HDtT2BgIJ544gmEh4fXWmQCgKCgIISEhFQ7tm/fPgQGBmr3kKqrzeDBg5t6O+pVUlICADXep1Qq1d6rpkhISMChQ4cwa9asGuca875ru+by5cvVZlft27cPKpVKW+ALCgpCaGgo1Gp1tTZOTk41ltQREREREXUE05c+iBlv1/5E6NYy++NgGJsZiZqBiPRLlEKTTRdrDJrUtE2jgyYHwqZL7TNYdGHChAk4e/Ys3nnnHVy9ehXnz5/HU089BVdXV/Tt2xcA8Pjjj8Pa2hpPPfUUrly5gtDQUCxZsgRPP/00DA1vzbaaNGkSvv76a2zZsgUJCQkICQnBm2++icmTJ0Mmk8HU1BT+/v7VfoyNjWFtbQ1/f39tnqVLl1ZbRjZnzhwkJSVh4cKFiIqKwg8//IB169Zh8eJ/n8T38ssvY9++ffjoo48QHR2Njz76CPv378f8+fObdC8yMjIQHh6OuLg4ANAWxnJycgDcKtJYWlpixowZuHjxImJjY7FkyRIkJCRU2/Q8Li4O4eHhyMjIQGlpqbawdmdxBwB++OEHODo64v7776+RpTHve9u2bfDx8dG+HjNmDPz8/BAcHIwLFy7gwIEDWLx4MWbPnq2dgfX4449DpVJh5syZuHz5MrZt24YPPvgACxcu5NI5IiIiIuqwnnzzETzxxsOijO032Bv3PjlclLGJqPWIUmgCgOlLH4JCVfuMlLspDRR47LUH9Zpn1KhR+N///oft27ejb9++GDduHFQqFfbs2aMtIpmYmCAkJAR5eXnaWUiTJk3CF198oe3njTfewKJFi/DGG2/Az88Ps2bNwtixY/Htt982KU96ejqSk5O1r93d3bFr1y4cPnwYffr0wbvvvosvvvgCDz/87/8kBg8ejC1btmD9+vXo1asXNmzYgF9++QUDBw7UttmwYUODhZRvvvkGffv2xezZswEAw4cPR9++fbFjxw4AgI2NDfbs2YOioiKMGjUKgYGBOHbsGP7880/07t1b288zzzyDvn374ttvv0VsbCz69u2Lvn374vr169o2VVVV2LBhA2bOnFnrbK7GvO/8/HzExMRoX8tkMuzcuRMGBgYYMmQIpk6digceeACffvqpto25uTlCQkKQmpqKwMBAzJ07FwsXLsTChQvrvTdERERERO3djLen4bFXH2jVMSUSCV76chb/UpeoE5AIt3dAbqaysjIkJCTA3d29yZtbH99+Bu9PX4WK8tofUw8ACpUCy36ejyEPDGhJTPrH8uXLcfjwYRw+fFjsKB1CSz7/RERERERiEQQB373yE377v79aZbxxT4/Cou+fb5WxiEhcos1oAoAhDwzAyqPvYuhDA2vs2SSTyzD0oYFYefRdFpl0aO/evdU2PCciIiIios5HIpFg9sfBeGvrYth0sdL7eBcPR6Iwt6jhhkTU7ok6o+lOWWnZOL8/AiUFpTAyM0S/e3vqdU8mIl3gjCYiIiIiau9KCkux4c0t+HP1blg7WeFmarZexul/f1+899drNR4qREQdS5spNBG1R/z8ExEREVFHcfX8NaiMVCjKK8amd3/H2d0XdD7Gk28+IvqT74hIv1hKJiIiIiIiInj264ZKdSV+/uAPDBjXF54B3XQ+xqZ3f8fJv87pvF8iajtYaCIiIiIiIiIAQLdervAK8MBXL/8AI1NDvYzxYfAXSL2arpe+iUh8LDQRERERERGR1uPLHsKgSQG4dilJL/2XFJTi7Yc+QWlRqV76JyJxsdBEREREREREWjK5DG/+ugh+QV56GyMzJQsZCZl665+IxMNCExEREREREVWjVCnw398XY8D4vjrv29jcCB/texPuPV113jcRia/NFJoyigrx+5XL2BB+Hr9fuYyMokKxIxEREREREXVaSpUCb/2+GP3v112x6XaRyWeAp876JKK2RS52gEs3MrDm3GkcTLiGyqoq7XG5VIpR7t0wN3Agetk7iJiQiIiIiIioc1IaKLF862Isf+gTnN0T3uL+7gu+B979u7c8GBG1WaLOaNobfxVTf9+CffFx1YpMAFBZVYV98XH/nL+q87FDQ0MxadIkODk5QSKRYPv27TXaFBUV4cUXX0TXrl1haGgIX19ffP3119XarF27FiNGjICZmRkkEgny8vKqnT98+DAkEkmtP2fPntW2S05OxqRJk2BsbAwbGxvMmzcParW63vdQXl6Ol156CTY2NjA2NsbkyZORmpparU1ubi6Cg4Nhbm4Oc3NzBAcH18jYkGPHjmHIkCGwtraGoaEhfHx8sHLlympt/vjjDwQGBsLCwgLGxsbo06cPfvrppzr7XLFiBSQSCebPn19nm+eeew4SiQSrVq3SHsvJycFLL70Eb29vGBkZwcXFBfPmzUN+fn6D72PNmjVwd3eHgYEBAgICcPTo0WrnBUHA8uXL4eTkBENDQ4wYMQKRkZEN9ktERERE1JEpDZRY/scSBI7t3eK+8rMLdJCIiNoy0QpNl25k4OU9O6HWaOptp9ZoMG/PTly6kaHT8YuLi9G7d2+sXr26zjYLFizAnj17sGnTJkRFRWHBggV46aWX8Oeff2rblJSUYNy4cXj99ddr7WPw4MFIT0+v9vPMM8/Azc0NgYGBAACNRoMJEyaguLgYx44dw5YtW7B161YsWrSo3vcwf/58bNu2DVu2bMGxY8dQVFSEiRMnQnPHPX388ccRHh6OPXv2YM+ePQgPD0dwcHBTbhWMjY3x4osvIjQ0FFFRUXjjjTfwxhtvYO3atdo2VlZWWLZsGU6ePIlLly7hqaeewlNPPYW9e/fW6O/s2bNYu3YtevXqVeeY27dvx+nTp+Hk5FTt+PXr13H9+nV8+umniIiIwIYNG7Bnzx7MmjWr3vfwyy+/YP78+Vi2bBkuXLiAYcOG4f7770dycrK2zccff4zPPvsMq1evxtmzZ+Hg4ID77rsPhYVcxklEREREnZvSQIm3t72CgDEtKzbl32ShiaijkwiCILSkg7KyMiQkJGhnijTWnJ1/Yl98XKPbj/XwxNcTJjcnYoMkEgm2bduGBx54oNpxf39/TJs2DW+++ab2WEBAAMaPH4933323WtvDhw9j5MiRyM3NhYWFRZ1jVVRUoGvXrnjxxRe1/e7evRsTJ05ESkqKtrCyZcsWzJw5E5mZmTAzM6vRT35+PmxtbfHTTz9h2rRpAG4VYZydnbFr1y6MHTsWUVFR8PPzw6lTpzBw4EAAwKlTpxAUFITo6Gh4e3s3+V7d9tBDD8HY2LjeWUv9+vXDhAkTqt2roqIi9OvXD2vWrMF7772HPn36VJuxBABpaWkYOHAg9u7diwkTJmD+/Pn1znz67bff8OSTT6K4uBhyee2rQQcOHIh+/fpVm5Hm6+uLBx54ACtWrIAgCHBycsL8+fPx6quvArg1Y8ze3h4fffQRnnvuuVr7be7nn4iIiIioPSovLcd/p3yE8/sjmnX94Cn98fa2V3SciojaElFmNGUUFeLAtfgmXXMgIb7VNwgfOnQoduzYgbS0NAiCgEOHDiE2NhZjx45tdp87duxAVlYWZs6cqT128uRJ+Pv7V5u9M3bsWJSXlyMsLKzWfsLCwlBRUYExY8Zojzk5OcHf3x8nTpzQ9mtubq4tMgHAoEGDYG5urm3THBcuXMCJEydwzz331HpeEAQcOHAAMTExGD58eLVzL7zwAiZMmIB777231murqqoQHByMJUuWoEePHo3Kk5+fDzMzszqLTGq1GmFhYdXuFQCMGTNGex8SEhKQkZFRrY1KpcI999zTontFRERERNSRqAxVeHv7q+g7umeTr7V1tsb8b2v/C1wi6jhEKTQdS06CpokTqSqrqnA8Jbnhhjr0xRdfwM/PD127doVSqcS4ceOwZs0aDB06tNl9rlu3DmPHjoWzs7P2WEZGBuzt7au1s7S0hFKpREZG7UsGMzIyoFQqYWlpWe24vb299pqMjAzY2dnVuNbOzq7OfuvTtWtXqFQqBAYG4oUXXsAzzzxT7Xx+fj5MTEygVCoxYcIEfPnll7jvvvu057ds2YLz589jxYoVdY7x0UcfQS6XY968eY3KlJ2djXfffbfOGUcAkJWVBY1GU+Me332vbh+rqw0REREREQEGRiq88+er6DPKv0nXzXznMVjamespFRG1FaI8da6ogU2u676uXMdJ6vfFF1/g1KlT2LFjB1xdXREaGoq5c+fC0dGxzhk59UlNTcXevXvx66+/1jgnkUhqHBMEodbj9bn7Gl31CwBHjx5FUVERTp06hddeew3du3fH9OnTtedNTU0RHh6OoqIiHDhwAAsXLkS3bt0wYsQIpKSk4OWXX8a+ffvqXGIWFhaGzz//HOfPn29UvoKCAkyYMAF+fn546623Gmx/d5+13YfGtCEiIiIi6uwMjFR4d8dreHPSCoQfatwDdG4k3tRzKiJqC0QpNJkolc28TqXjJHUrLS3F66+/jm3btmHChAkAgF69eiE8PByffvppswpN69evh7W1NSZPrr7XlIODA06fPl3tWG5uLioqKmrMsLnzGrVajdzc3GqzmjIzMzF48GBtmxs3btS49ubNm3X2Wx93d3cAQM+ePXHjxg0sX768WqFJKpWie/dbjyrt06cPoqKisGLFCowYMQJhYWHIzMxEQECAtr1Go0FoaChWr16N8vJyHD16FJmZmXBxcanWZtGiRVi1ahUSExO1xwsLCzFu3DiYmJhg27ZtUCgUdea2sbGBTCarMTMpMzNTex8cHBwA3JrZ5OjoWGsbIiIiIiL6l4GRCu/seA1vTvoQFw83XGyKv5jQCqmISGyiLJ0b6uIKubRpQ8ulUgxxdmm4oY5UVFSgoqIC0rtyymQyVFVVNbk/QRCwfv16/Oc//6lRFAkKCsLly5eRnp6uPbZv3z6oVKpqhZk7BQQEQKFQICQkRHssPT0dly9f1haagoKCkJ+fjzNnzmjbnD59Gvn5+do2zSUIAsrL659hdmeb0aNHIyIiAuHh4dqfwMBAPPHEEwgPD4dMJkNwcDAuXbpUrY2TkxOWLFlS7el1BQUFGDNmDJRKJXbs2NHgJtxKpRIBAQHV7hUAhISEaO+Du7s7HBwcqrVRq9U4cuRIi+8VEREREVFHZWhsgHf/eg297vFrsG18eKL+AxGR6ESZ0eRgYopR7t2a9NS50e4ecDAx1VmGoqIixMX9O35CQgLCw8NhZWUFFxcXmJmZ4Z577sGSJUtgaGgIV1dXHDlyBBs3bsRnn32mvS4jIwMZGRnaviIiImBqagoXFxdYWVlp2x08eBAJCQmYNWtWjSxjxoyBn58fgoOD8cknnyAnJweLFy/G7NmztU+cS0tLw+jRo7Fx40YMGDAA5ubmmDVrFhYtWgRra2tYWVlh8eLF6Nmzp3a2la+vL8aNG4fZs2fj22+/BQA8++yzmDhxYpOeOPfVV1/BxcUFPj4+AIBjx47h008/xUsvvaRts2LFCgQGBsLDwwNqtRq7du3Cxo0btU95MzU1hb9/9TXcxsbGsLa21h63traGtbV1tTYKhQIODg7avIWFhRgzZgxKSkqwadMmFBQUoKDg1iNSbW1tIZPJANwqbD344IN48cUXAQALFy5EcHAwAgMDERQUhLVr1yI5ORlz5swBcGvJ3Pz58/HBBx/A09MTnp6e+OCDD2BkZITHH3+80feKiIiIiKizMTQ2wHt/L8WyCR8gIjSqznYZiTdRlFcMEwvjVkxHRK1NlEITAMwNHIjDiQlQazQNtlXJ5Hg+cIBOxz937hxGjhypfb1w4UIAwIwZM7BhwwYAtzavXrp0KZ544gnk5OTA1dUV77//vrY4AQDffPMN3n77be3r209ZW79+fbUny61btw6DBw+Gr69vjSwymQw7d+7E3LlzMWTIEBgaGuLxxx/Hp59+qm1TUVGBmJgYlJSUaI+tXLkScrkcU6dORWlpKUaPHo0NGzZoiy0AsHnzZsybN0/7NLXJkydj9erV1cZ3c3PDzJkzsXz58lrvVVVVFZYuXYqEhATI5XJ4eHjgww8/rLYBd3FxMebOnYvU1FQYGhrCx8cHmzZtwrRp02rts7nCwsK0ywxvL9O7LSEhAW5ubgCA+Ph4ZGVlac9NmzYN2dnZeOedd5Ceng5/f3/s2rULrq6u2javvPIKSktLMXfuXOTm5mLgwIHYt28fTE11V+AkIiIiIuqIDI0N8P7fS7FswgpEHK272HTtUhJ6DW949hMRtV8SQWji49/uUlZWhoSEBLi7uze4hOlu++KvYt6enfUWm5QyGb4YNwFjPDxbEpPqUFpaCisrK+zatata4Y0apyWffyIiIiKijqa0qBSvj/8Al49F13p+Zeg78B9a8y/fiajjEGWPptvGeHji10cew1gPzxp7NsmlUoz95zyLTPpz5MgRjBo1ikUmIiIiIiJqMUMTQ7y/83X4Da65VYdjN3v0GOIjQioiak2izmi6U0ZRIY6nJKNIXQ4TpQpDnF10uicTkT5wRhMRERERUU3FBSV4/f73ceVkrPbYjLen4ck3HxExFRG1BtH2aLqbg4kpHvbtIXYMIiIiIiIiaiFjMyN8sHsZlo57D1GnrmLEY0Mw+YWxYsciolbQZgpNRERERERE1HEYmxlhxe5liD4Th4D7eosdh4haiah7NBEREREREVHHZWxuzCITUSfDQhMREREREREREekEC01ERERERERERKQTLDQREREREREREZFOtJnNwAVNBlB+AhCKAIkJoBoMicxB7FhERERERERERNRIoheahIoICEXfAOWHAFTecUYOQTUSEpM5kCh6ihWPiIiIiIiIiIgaSdSlc0LZPgjZ04HyEFQvMuHW6/IQCNnTIZSF6Hzsr7/+Gr169YKZmRnMzMwQFBSE3bt3V2uzfPly+Pj4wNjYGJaWlrj33ntx+vTp2t+LIOD++++HRCLB9u3ba21TXl6OPn36QCKRIDw8XHv84sWLmD59OpydnWFoaAhfX198/vnnDb6H8vJyvPTSS7CxsYGxsTEmT56M1NTUam1yc3MRHBwMc3NzmJubIzg4GHl5eQ32fafDhw9DIpHU+ImOjq61/ZYtWyCRSPDAAw9UO96Ye36n5557DhKJBKtWrap2PD4+Hg8++CBsbW1hZmaGqVOn4saNGw2+jzVr1sDd3R0GBgYICAjA0aNHq50XBAHLly+Hk5MTDA0NMWLECERGRjbYLxERERERERHdIlqhSaiIgJC3EIC6gZZqCHkLIFRE6HT8rl274sMPP8S5c+dw7tw5jBo1ClOmTKlWWPDy8sLq1asRERGBY8eOwc3NDWPGjMHNmzdr9Ldq1SpIJJJ6x3zllVfg5ORU43hYWBhsbW2xadMmREZGYtmyZVi6dClWr15db3/z58/Htm3bsGXLFhw7dgxFRUWYOHEiNBqNts3jjz+O8PBw7NmzB3v27EF4eDiCg4Mbuj21iomJQXp6uvbH09OzRpukpCQsXrwYw4YNq3GuMff8tu3bt+P06dM17ldxcTHGjBkDiUSCgwcP4vjx41Cr1Zg0aRKqqqrqzP7LL79g/vz5WLZsGS5cuIBhw4bh/vvvR3JysrbNxx9/jM8++wyrV6/G2bNn4eDggPvuuw+FhYVNuU1EREREREREnZfQQqWlpcKVK1eE0tLSJl2nyZkraNI9G/+T80JLozbI0tJS+P777+s8n5+fLwAQ9u/fX+14eHi40LVrVyE9PV0AIGzbtq3Gtbt27RJ8fHyEyMhIAYBw4cKFerPMnTtXGDlyZJ3n8/LyBIVCIWzZskV7LC0tTZBKpcKePXsEQRCEK1euCACEU6dOaducPHlSACBER0fXO/6dDh06JAAQcnNz621XWVkpDBkyRPj++++FGTNmCFOmTGmw79rueWpqqtClSxfh8uXLgqurq7By5Urtub179wpSqVTIz8/XHsvJyREACCEhIXWOM2DAAGHOnDnVjvn4+AivvfaaIAiCUFVVJTg4OAgffvih9nxZWZlgbm4ufPPNN3X229zPPxEREREREVFHJMqMplsbfx9s2kXlB29dpwcajQZbtmxBcXExgoKCam2jVquxdu1amJubo3fv3trjJSUlmD59OlavXg0Hh9o3L79x4wZmz56Nn376CUZGRo3KlJ+fDysrqzrPh4WFoaKiAmPGjNEec3Jygr+/P06cOAEAOHnyJMzNzTFw4EBtm0GDBsHc3Fzbpin69u0LR0dHjB49GocOHapx/p133oGtrS1mzZrVYF913fOqqioEBwdjyZIl6NGjR43rysvLIZFIoFKptMcMDAwglUpx7NixWsdSq9UICwurdq8AYMyYMdr7kJCQgIyMjGptVCoV7rnnnmbdKyIiIiIiIqLOSJylc+UnAGgabFZdJaDW7Rf+iIgImJiYQKVSYc6cOdi2bRv8/Pyqtfn7779hYmICAwMDrFy5EiEhIbCxsdGeX7BgAQYPHowpU6bUOoYgCJg5cybmzJmDwMDARuU6efIkfv31Vzz33HN1tsnIyIBSqYSlpWW14/b29sjIyNC2sbOzq3GtnZ2dtk1jODo6Yu3atdi6dSv++OMPeHt7Y/To0QgNDdW2OX78ONatW4fvvvuu3r4auucfffQR5HI55s2bV+v1gwYNgrGxMV599VWUlJSguLgYS5YsQVVVFdLT02u9JisrCxqNBvb29tWO332vbh+rqw0RERERERER1U+cp84JRc27rqqZ19XB29sb4eHhyMvLw9atWzFjxgwcOXKkWuFj5MiRCA8PR1ZWFr777jtMnToVp0+fhp2dHXbs2IGDBw/iwoULdY7x5ZdfoqCgAEuXLm1UpsjISEyZMgX//e9/cd999zX5PQmCUG2vqNr2jbq7TUO8vb3h7e2tfR0UFISUlBR8+umnGD58OAoLC/Hkk0/iu+++q1aEq6uvuu55WFgYPv/8c5w/f77OfLa2tvjtt9/w/PPP44svvoBUKsX06dPRr18/yGSyese+u8/a7kNj2hARERERERFR7cSZ0SQxad510mZeVwelUonu3bsjMDAQK1asQO/evWs87c3Y2Bjdu3fHoEGDsG7dOsjlcqxbtw4AcPDgQcTHx8PCwgJyuRxy+a263cMPP4wRI0Zo25w6dQoqlQpyuRzdu3cHAAQGBmLGjBnVxrpy5QpGjRqF2bNn44033qg3u4ODA9RqNXJzc6sdz8zM1M7KcXBwqPVpbDdv3qwxc6epBg0ahKtXrwK49RS4xMRETJo0SXsfNm7ciB07dkAulyM+Pl57XX33/OjRo8jMzISLi4u2n6SkJCxatAhubm7aPsaMGYP4+HhkZmYiKysLP/30E9LS0uDu7l5rVhsbG8hkshozk+6+VwDqbUNERERERERE9ROn0KQajKZPppIDysH6SKMlCALKy8sb3ea1117DpUuXEB4erv0BgJUrV2L9+vUAgC+++AIXL17Unt+1axeAW09Be//997X9RkZGYuTIkZgxY0a143UJCAiAQqFASEiI9lh6ejouX76MwYNv3aegoCDk5+fjzJkz2janT59Gfn6+tk1zXbhwAY6OjgAAHx8fREREVLsPkydP1s4Gc3Z2rrOfO+9ncHBwjfvp5OSEJUuWYO/evTWutbGxgYWFBQ4ePIjMzExMnjy51jGUSiUCAgKq3SsACAkJ0d4Hd3d3ODg4VGujVqtx5MiRFt8rIiIiIiIios5ClKVzEpkDBNVIoDyk4ca3qUZBIqt9s+3meP3113H//ffD2dkZhYWF2LJlCw4fPow9e/YAAIqLi/H+++9j8uTJcHR0RHZ2NtasWYPU1FQ8+uijAG7NgqltA3AXFxft7BoXF5dq50xMbs3K8vDwQNeuXQH8W2QaM2YMFi5cqJ1VI5PJYGtrCwBIS0vD6NGjsXHjRgwYMADm5uaYNWsWFi1aBGtra1hZWWHx4sXo2bMn7r33XgCAr68vxo0bh9mzZ+Pbb78FADz77LOYOHFitaVwDVm1ahXc3NzQo0cPqNVqbNq0CVu3bsXWrVsB3NqM29/fv9o1FhYWAFDteEP33NraGtbW1tX6USgUcHBwqJZ3/fr18PX1ha2tLU6ePImXX34ZCxYsqNZm9OjRePDBB/Hiiy8CABYuXIjg4GAEBgYiKCgIa9euRXJyMubMmQPg1pK5+fPn44MPPoCnpyc8PT3xwQcfwMjICI8//nij7xURERERERFRZybOHk0AJCZzIJQfAaBuRGsVJCZ1b4zdHDdu3EBwcDDS09Nhbm6OXr16Yc+ePdp9kWQyGaKjo/Hjjz8iKysL1tbW6N+/P44ePVrr09Ba4rfffsPNmzexefNmbN68WXvc1dUViYmJAICKigrExMSgpKREe37lypWQy+WYOnUqSktLMXr0aGzYsKHaXkWbN2/GvHnztE9Tmzx5MlavXl1tfDc3N8ycORPLly+vNZ9arcbixYuRlpYGQ0ND9OjRAzt37sT48eOb9D4buueNFRMTg6VLlyInJwdubm5YtmwZFixYUK1NfHw8srKytK+nTZuG7OxsvPPOO0hPT4e/vz927doFV1dXbZtXXnkFpaWlmDt3LnJzczFw4EDs27cPpqamTcpHRERERERE1FlJBEEQWtJBWVkZEhIS4O7uDgMDgyZdK5SFQMhbgPqLTUpILFZCYtD0jbGpYaWlpbCyssKuXbswcuRIseO0Oy35/BMRERERERF1NOLs0fQPicF9kFj/DKjGoObkKjmgGgOJ9c8sMunRkSNHMGrUKBaZiIiIiIiIiKjFRJ3RdCdBkwGoTwBVRbeeLqccrNM9mYj0gTOaiIiIiIiIiP4l2h5Nd5PIHADDh8SOQUREREREREREzSTq0jkiIiIiIiIiIuo4dFZoauEKPKJ2iZ97IiIiIiIion+1uNCkUCgAACUlJS0OQ9Te3P7c3/73gIiIiIiIiKgza/EeTTKZDBYWFsjMzAQAGBkZQSKRtDgYUVsmCAJKSkqQmZkJCwsLyGQysSMRERERERERia7FT50Dbn3pzsjIQF5eng4iEbUfFhYWcHBwYHGViIiIiIiICDoqNN2m0WhQUVGhq+6I2jSFQsGZTERERERERER30GmhiYiIiIiIiIiIOi+dPXWOiIiIiIiIiIg6NxaaiIiIiIiIiIhIJ1hoIiIiIiIiIiIinWChiYiIiIiIiIiIdIKFJiIiIiIiIiIi0gkWmoiIiIiIiIiISCdYaCIiIiIiIiIiIp1goYmIiIiIiIiIiHSChSYiIiIiIiIiItIJFpqIiIiIiIiIiEgnWGgiIiIiIiIiIiKdYKGJiIiIiIiIiIh0goUmIiIiIiIiIiLSCRaaiIiIiIiIiIhIJ/4fwqldlc00LyoAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pengram(\n", " gdf, col, name, figsize=figsize, leg_pos=\"lower left\", scheme=\"FisherJenks\", k=3\n", ");" ] }, { "cell_type": "markdown", "id": "b2744046-2c27-47b4-8922-4a0b892d143e", "metadata": {}, "source": [ "### Queries\n", "\n", "The Pengram enables users to search for and highlight specific subsets of areas, both on the map and within the Pengram itself. \n", "This feature allows users to focus on specific regions of interest, making it easier to analyze economic disparities in targeted areas. For instance, searching for states like Chiapas and Campeche, which appear far apart in the Pen's Parade due to their significant income differences, but are actually contiguous on the map, highlights abrupt spatial disparities. This helps illustrate how neighboring regions can experience vastly different levels of income, underscoring the complexity of geographic inequality.\n" ] }, { "cell_type": "code", "execution_count": 30, "id": "6011ccf1-3c44-4892-a6bd-c930371b8750", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pengram(\n", " gdf,\n", " col,\n", " name,\n", " figsize=figsize,\n", " leg_pos=\"lower left\",\n", " scheme=\"FisherJenks\",\n", " k=3,\n", " query=[\"Chiapas\", \"Campeche\"],\n", ");" ] }, { "cell_type": "markdown", "id": "4d47f6a0-a6e6-4980-ae85-f8c21b3328b5", "metadata": {}, "source": [ "## Subplotting\n", "\n", "Both the Pen's Parade and Pengram are implemented using Matplotlib objects. By combining various visualizations—such as KDE plots, choropleth maps, and the Pen’s Parade—we can examine multiple aspects of inequality in a single view. For example, this approach allows us to compare the distribution of per capita GDP across states while simultaneously observing how it corresponds to their geographic locations. Additionally, these plots can be embedded in a single figure, making them easy to include in reports or papers." ] }, { "cell_type": "code", "execution_count": 31, "id": "e086b17c-b5f9-44c2-8c39-1ffad3b422f1", "metadata": {}, "outputs": [], "source": [ "import seaborn as sns" ] }, { "cell_type": "code", "execution_count": 32, "id": "20df407d-d5ad-4336-af1a-de2712f256c9", "metadata": {}, "outputs": [ { "data": { "image/png": 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Po+6KX28wcMXbH1CtbX1rzc4YEhjAQyOu4MdfTrEzKd2sfbck1NeDKcOimDosimH9g1Epe9e4SV1DAxnl5QA03a44f+NC0fS0+XOAS7/gXvi6e+GYUqGgv5dXr/t/JYQwvz47FVyIrvpsdwYAd4+NMHtSDTAxxo9ZcQFsPFnASz+c5L/3jzH7NYQQQrStsq6e17fuMHtSDXA8v4DPjh3ly8duo6yqlrxSDe+s/oX9yebdn/uCc8UVrPj5MCt+PoynqxOTh/Rn6rAoxgyMwNGh53/VSyst47oVK8zer4+zMzfFxfGnSROloKgQosvkNp0Ql0gpqGR3WglKBfxmbITFrvP8tXHYqxT8klrM7jOt75UuhBDCMtwc1YwKC7VY/8fy8mnQ6/FydSIuPICPfn8zr8yfjbeb82VtWzrWWeVVtXy3J4knP1rL1Kc/5I8ff88P+05SUd3+NmC2Sm80WKTfkpoa/nPwIN+eOGGR/oUQfUvPv40phBldGK2eFRdIiKeTxa4T5u3MXaPD+WxPJv/YmMyqKB+5Wy6EEN0su6LCYn3fc8XwZltlKRQKrh49iAnxkby7Zicrdx5veu2Z26fSP8iHb7YfZe2eJOoadGaJoU6rY0viGbYknunRxc8a9JZJrC94Zdt2JkT0I9hdlmYJITpP1libUU9f09bXaeoaGPvqz9Ro9Xzx4BjGR/la9HqFlXVM+vtW6hoMfDJvJDPizFtERwjRd/X0z6Puij+jtIz7vl7FuQqN2fve8OC9RPl4t/p6UkY+R9JyUduruGF8PPZ2jUl4WVUtf/3vRnYct8xe2xcMDPNvXJc9NIqYEF+bvrm7/9w57vz6G4te48rwcN659hq8nCx3U10I0TN19DNJpoILcd66Y3nUaPVE+7syrr+Pxa/n7+bIfVc2buX1xsZkDAa5xyWEEN2pn7cXPz00nz9OvtLsffs4tz29e3C/QH4zfQS3ThrWlFQDeLk6MT0h2uzx/Nrp7EI++mEPt7+6grkvfMqbK7eTmJZrk59FOoNlR6wBdmVlMf7fH/PEDz9yODfX4tcTQvQ+MhVciPNWHj4HwC1XhHbbnfuHJ/Vnxd5MTudX8v2xXK4fHtIt1xVCCNHIQaXi4bGjSC4q5oeTyWbpU6VQ4O6o7vT5I2NCuWF8PLuS0imqqDZLTG3JKdE0FT/z9XBh8pD+eLs5N1bQNhoxGsF4vp5205+NjZW2jZcca5wDacRguHic88cvtr3Qz8UE3snJgRLX+lbjy6+sssj7/jWtXs8PyclsSE3l7WuuZs6AAd1yXSFE7yCJtRBAZkk1BzLKUCjghm5Mbj2dHXh4Un/e2JjCW5tSuHpIEPYqmUgihBDdSaFQ8LerpnM8r4DMsvIu9+fp5NSlfayDfTz4y29mYjQaOZNbwq6kdNyc1fx382FKK2uorG09Ce2q4orqZuu/u8OwISH8kn6uW6/ZFp3BwBM//EjDHD3XDRpk7XCEED2EfIMXAlh1OAeACdG+BHo4duu177syEl9XBzJLavj2oO18sRBCiL7ETa3mkXGjzdSXg1n6USgUxIT4Mn/WKG6eMJTP/u8O3l9wo1n6tikGiHf1s3YUzeiNRhauW8+nhw7RoNdbOxwhRA8gibXo84xGI6uONCa0N4+w3NYrrXFR2/G7KY3r6f619YzFq58KIYRo2ehw88xYyigrZ8sZ8xcfc3dWd2kk3FYdTcrBy9j5qfOWYqSxYviMT5ey+UyatcMRQtg4SaxFn3f0XAXZpbU4O6iYNdg6lbnvGhOOr6uanPJavkuUoilCCGEN58rNVx18T0aW2fq6QKFQsGZ3L91zucHaAbTunEbD/23YQH5lpbVDEULYMEmsRZ+3/ngeANMHBeDsYJ2yA472Kh6Y2Fgh/INtZ9DbYFVWIYTo7RJCgnhlzgyz9LXs4BH++P169GauaK3V9c5pydp68+zdbSma+nquXr6c1SdPWjsUIYSNksRa9GlGo5F1JxoT66vjA60ay91jwnF3tONsUTUbTuRbNRYhhOiLnOztuW3YED66+TqC3d263N/apNPUNJh3KDYxrXfOaqqu1lo7hHZV1NXz1PoN/JicTK2Z/16FED2fJNaiT0vK1ZBdWouTvYopsf5WjcXN0Z755/e1fn/rmWZbkQghhOg+02OiWPfAPFwc7LvcV12D+UZijUYjhm7Y09kayitrrR1Ch/3+hx8Z9++PufPrrzlXUWHtcIQQNkISa9Gn/Xh+GvjUgX44OaisHA3cN74fzg4qTuVp2JpcaO1whBCiz3JxcMBV3fWCWrU6841sKhQK5o6NM1t/tkRTU4eDoud8La2sr2f/uRxuWPE5Xx47RmW95bZAE0L0DD3nN5gQZmY0GpvWV8+JD7JyNI28XBz4zdgIAN7fIqPWQghhTS4OXd82KynfvDdJfzt7NCOizVO93NYMc7VOAdGuKKur48+bNvPXn7fI9HAh+jhJrEWflVZURUZJDQ4qJVMHWnca+KUemBCJg52Sw1nl7DlbYu1whBCiz3Kx7/pU8P8eSux6IJewV6l4/f5r8PVwMWu/tiAnubRxj6seaM2pU7yxc6e1wxBCWJEk1qLP+vlU4yjCuCgfXNXWqQbeEn93R24fGQbAh9tk30whhLCWAX6+jIsI61IfR3LyMJh59pGvhwv/eOBaVMretad1Va2WEMeuF42zlqN5UnhUiL5MEmvRZ11IrKcPsp3R6gsemtQflVLBL6nFnMiRwihCCGENz02fzENjRzFnYEyn+wh0c0WpMH8CPDwqmLGDIszer7UFO7haO4ROSyos5JeMDGuHIYSwkl6ZWH/44YcMHToUd3d33N3dGTduHOvXr2+1/bZt21AoFJc9Tp8+3Y1Ri+5UXqPlYGYpANNsaBr4BWHezswd2rjuW0athRCW0t7npdFo5K9//SvBwcE4OTkxZcoUkpKS2u135cqVxMXFoVariYuLY/Xq1ZZ8Gxbj5qhmQmQEr19zFapOJsfB7u5mjuqiMD9Pi/VtLY4N1i8k2llavZ6n1m8graTU2qEIIaygVybWoaGhvPbaaxw8eJCDBw8ybdo0rr/++na/DCQnJ5OXl9f0iInp/B1qYdu2pxRhMMLAQDdCvZytHU6LHpkSBcC6E3mkF1dbORohRG/U3ufl3//+d9566y3ef/99Dhw4QGBgIDNnzqSysrLVPvfs2cPtt9/OPffcw9GjR7nnnnu47bbb2LdvX3e9LbNzsrcn2tenU+cGuFluBPbpW6cwc0Tv+q5SrenZ1bWLa2qYv3Il+l66LZoQonW9MrGeO3cuV199NQMGDGDAgAG88soruLq6snfv3jbP8/f3JzAwsOmhUvXcu6aibZvPTwO3xdHqCwYGujNtoD9GI3y8Q0athRDm19bnpdFo5O233+a5557jpptuIj4+ns8++4yamhq++OKLVvt8++23mTlzJosWLWLgwIEsWrSI6dOn8/bbb3ffG7OAuAC/Tp2342w6ZbWW2aNZoVCQENW7KoTnFJSj6KEFzC7IrazknEZj7TCEEN2sVybWl9Lr9Xz11VdUV1czbty4NtsmJCQQFBTE9OnT2bp1azdFKLqb3mBkR0oRYNuJNcDvzo9arzyUQ4GmzsrRCCF6s19/Xqanp5Ofn8+sWbOa2qjVaiZPnszu3btb7WfPnj3NzgG46qqr2jynvr4ejUbT7GFrOlt/rKKunvd+afvGflc4qbteudyW1Gp1RDh7WDuMLrFXKgm14BIAIYRt6rWJ9fHjx3F1dUWtVvPII4+wevVq4uLiWmwbFBTExx9/zMqVK1m1ahWxsbFMnz6dHTt2tHmNnvBFQFzu6LlyKmobcHe0Y3iYp7XDadPIft6M6ueFVm/g053p1g5HCNELtfZ5mZ/fWOE4IKD53sIBAQFNr7UkPz/f5HMWL16Mh4dH0yMsrGuVuC0hq7y80+d+ceQoyw8escj0YOdellgD+Ng5WTuELmkwGKis79lT2oUQpuu1iXVsbCyJiYns3buXRx99lHvvvZeTJ0+22vbBBx9kxIgRjBs3jg8++IBrrrmGN954o81r9IQvAuJyv6QUAzAhxhc7le3/E3j0/Kj1ir2ZVNQ0WDkaIURv097npeJXRbuMRuNlx37N1HMWLVpERUVF0yM7O7sT78Sylt95C1OjIjt1rt5o5KXN23h89Q9mjgqGRAZxy8ShZu/XmuqNOmuH0GW/ZGZ2+zU1dXU06PXdfl0hRCPbzyo6ycHBgejoaEaOHMnixYsZNmwY77zzTofPHzt2LKmpqW226QlfBMTlfkltnAY+MaZz6+W629RYf2ID3KjW6lmxr/s/qIUQvVtrn5eBgYEAl400FxYWXjYifanAwECTz1Gr1U2VyS88bI3azo4JkV3b3mrLmbOUVNeYKaJGQd7uPHP71F5VIVyj11o7hC57esNPHMzJ6ZZrGc+vU5i/fCWT3/oPr27YRlJeAamFxRzOyuHouTzKai6u86/WapvOEUKYj521A+guRqORehOm5Rw5coSgoKA226jVatRqdVdDE91IU9fAkexyACZE+1o3mA5SKBQ8OiWKJ79O5NOd6dw/IRJHeymsJ4SwjAufl5GRkQQGBrJp0yYSEhIA0Gq1bN++nddff73V88eNG8emTZv4wx/+0HRs48aNjB8/3uKxW9rkqEjWn07l4LnOJUx6o5E5n3yGu6Mj945M4J4rhpslLpVSybwZV/DKlz+bpT9rK9Vapthbd9Lq9Xxy8CAjQyxXXG7diWS+P36ak3mFqO1UZJVVALB83xGW7zvSrK1SoSDIw43YAF9SCooxGOH1G69iVESoxeIToq/plYn1s88+y5w5cwgLC6OyspKvvvqKbdu2sWHDBqBxpDknJ4fly5cDjRVM+/Xrx+DBg9FqtaxYsYKVK1eycuVKa74NYQF70krQG4z093UhzNs2t9lqybVDg3hjYzLnymr55mA288b1s3ZIQoheoK3PS4VCwZNPPsmrr75KTEwMMTExvPrqqzg7O3PXXXc19TFv3jxCQkJYvHgxAE888QSTJk3i9ddf5/rrr+e7775j8+bN7Ny501pv02wivDz54u5befqHn1iTdKpTfZTV1lFWW8ffNm3F2d6em4cONktsN14Zz8HUc/x0MNks/VmLg72KYl0DdG7bcJuyPT2DvdnZjLXAUsG96dksXLmuw+0NRiM55Rpyyi/WA3pj807+PHsK8cEB7S7vEEK0r1dOBS8oKOCee+5pKkK2b98+NmzYwMyZMwHIy8sjKyurqb1Wq+Wpp55i6NChTJw4kZ07d/Ljjz9y0003WestCAu5UA18YkzPGK2+wE6l5KFJ/QH49/azNOhlf0whRNe193n59NNP8+STT/K73/2OkSNHkpOTw8aNG3Fzc2vqIysri7y8vKbn48eP56uvvmLp0qUMHTqUZcuW8fXXXzNmzJhuf3+WoFAo+Mfc2ex87EFujB/Upb6eW7+JrxOPtzgtN7mw2KS+VEolL917FZPiO7cO3FZ4ujr1iqQaGket7/3fSlYkJpp16nWDXs9L67Z0uZ+j5/L405qfSDHxZ00I0TKFURZZmI1Go8HDw4OKigqbXB8mYMo/tpJRUsMn80YyI6719X62qK5Bz5WvbaGkWsvbtw/nhoTetXepEMJ8evrnUU+KPzE3j+fWbyKlqKTTfVw9cAAvzZ6Ou6Nj07Frl/yXCC9Pnp0+mRCPjv8/qNPquP3V/5JVWN7peKypf4gPiY69L9GL9vbmlvh4fjN8GE72Xavk/vPpNB77eq2ZIoPpsVFMi41iYnQE/m6uZutXiN6io59JvXLEWoiW5FXUklFSg1IBo/t7Wzsckznaq/jthMaRiA+3pUnhESGEsAHDg4P4zy03cOvQeAb4+XRqsHXd6RSu+/RzDp/LBUBnMFBcXcPGlDP85SfT1k3bqZSUVvbMNcqeLo64efTO2jVnSkt5bccOPj10uMt9JeUVmCGii35OTuO5tRu5/ZOvqG2Q3UeE6CxJrEWfse9sKQDxIR64O/bMfT9/MzYCV7UdyQWVbE0utHY4QgghgGAPd169eiY/3j+Pw394jFs6sW46R6Phrs+/4dujJ7BTKnl+5hSgcU12jbbjyY7BYMDL1YkR0SH0tGWzEf18+KW+eyppW8tbu3bx1PoNpJaUdOoG+eGsHP79y34LRAZ5mkoWfP09584XQRNCmEYSa9Fn7D3bOE1vbH8fK0fSeR5O9tw9JhxoHLUWQghhW1zVDrw6ZyZ/mGR6FXS90cgLP/1ManEJVw8cwMp776S0poZhb73PmHc/IqdC024fDvZ2fP3sb/jbvKuYdUVsZ96C1TTU9fz9qzti9cmTzF72GaM++JCH13zHtvT0Dp+bUliM3oIz1nalZXLtB8v59y/7ZWacECaSxFr0GfvSG0esx0T2vGngl/rthEgcVEoOZJSx72zn1/QJIYSwDIVCwe/Gj2HRtEkmn6szGFh1PAmAoUGBfHbnzQS4uVJaU4uyA0PQyzcf4sYXl/H6N1uxV/Wsr3mVVR3fFrU3KKurY3NaGvevWs27u/dwMCeHel3rNxf+s/MAS3YfsnhcdTod/9yyi30Z2Ra/lhC9Sc/6jStEJ+VX1JFeXI1SASP79ezEOsDdkVtHNu47+c7PqVaORgghRGvuuWI4z06fbPJ5n+w7xNIDjWtxwz09WX7Hzfg4O7PlzNk2z6uqredfa3dRUF7FqexC/niz6de2puKyKuijg6Tv7NnD7V99zeRPllBSU3PZ6yuPnODNn3eS3Y3TtJ/45gcOZfXuqflCmJMk1qJP2JfeOLI7ONgDD6eeub76Uo9OicJepWB3WgkHMkqtHY4QQogW2KtU3DsygfhAf5PPzSwrb/pzfx9vfrj/N+2eU1RRjVanB6C4oprDaT0rKarV6vBycGy/YS9WVF3NrKXL+OO69Ww6c4aymlqS8gp48ceub69lqoq6epbusfwIuRC9hSTWok+4uL66Z49WXxDq5cwtV5wftd4so9ZCCGGrlAoFy+64mUn9+2Gv7PjXrlxNJemlZSzdfxij0Yiviwt3jxjW5jkF5ZXNnmuq63j1vjm4OfWcStuBDi7WDsHqyuvqWHPyFB9s2ce4f3zE3Z9+g1avt0os6cVlGGSttRAdIom16BMuVAQfE9lzC5f92u+mRGOnVLDzTDGHMmXUWgghbJWHoyNLbruR5Xfe0uFztqWl8+jKtby6ZTv5lVXttjcajWw+nNq0DttJbc+sEQOYM2ogSxbehq9Hz0hY3ZU95yaAJSX4BXIqr3H3j7o21l1bWlpxKU98+4PVri9ETyKJtej1CjR1nC2uRqGAUT28cNmlwryduXnEhbXWZ6wcjRBCiPZcERrMgivHdLh9WknjTdNn1m1k/Hv/prCq9QRboVDw57tmsPbF+7hzynDGDYzA2dEBgJgQX75+9jfcMWV4l+LvDvaGHrZHmAU4qJQUlVRbO4wmm0+dIa+isv2GQvRxkliLXu/CNPDBwe69Yn31pR6bGo1KqWBHShFHssqsHY4QQog2KBQKnpg4nt9PGIvaTtXh83ZnZFFUXcP+DhSSCvH14OnbpvLmw3ObHfdwcaS2vuP7YVuDv5crR2oLrB2G1Y3wDqagA7MUuouRxuJpQoi2SWIter0L22yN7UXTwC8I93HmpoQQQCqECyFET/H4hHHs+/0jqDqwfdal9mef6/Q1VUolL9w9k7unJXS6D0urrWug1mCdtcS2IsDJhRPZ+dYO4zKf7T3CluQ0a4chhE2TxFr0ehdGrMf0732JNcCCaY2j1tuSizgoFcKFEKJHcHFw4K3r5nRob+oL9md1PrEGUCoV/PHmyYwZGN6lfiylsraeONfe+VndUaFqN+p1tndzobK+npfWbaVaq7V2KELYLEmsRa9WqKnjbFHj+urRPXz/6tZE+Lhw6/kK4a9vOI1RqncKIUSPMCos1KSKy2klpXxz9DiV9fXoDIZOXVOhULDwpknEhPh26nxL89L13e22Bnv7c+yc7U6Fz9NU8t3RU9YOQwibJYm16NX2np8GHhfkjodz71pffaknZsSgtlNyIKOMrcmF1g5HCCH6lNqGzq1d3phieuHJ59ZvZsQ/P2DQ398htai4U9cdEOrHN8/dw5q/zGfBdVdib8J6b0sryNM0LurtY+wUCmoqbX80+GAH1vkL0VdJYi16tX1N+1f37qllQR5OzB/fD4C/b0hGb+iD30qEEMIKCiqruHbJf6msrzfpvNKaWt75ZXeXru3m2LXR3YgAL+6ZPgIvV6cu9dMZSoWCUH8P4gcE0S/o4oyy/NJKQhzduj0eaxvpF8y5sgprh9GudSeSOZDZtSUJQvRWkliLXu1gRmOl7FG9dBr4pR6dEoWbox2n8ytZe1TuKAshRHfwdnaipKaWg9mm/d4tralBq+/aWtp/7dpr0lTyljjY2/HGg9d2+6j1kPhgTrqVs1ufyzHnErzi3RkWH8KwoSHk1PWtrZ281U6cPldk7TA67A/f/khyQedmSwjRm0liLXqtitoGUgobP5yviPCycjSW5+nswCOTowB4c2MKWl3n1t8JIYTouH/u2E21Vku+idsjRfv6cNOQwV269leJx0krLulSHwBDIoN47s7pXe7HFGcN5c2eZ9ZW8EvtOX6pPgd9bCvrKBcvqrW2vRXapYqra7hjyZf87cct6Du51l+I3kgSa9FrJWaXYzRChI8zfm5qa4fTLX57ZST+bmrOldXyxb5Ma4cjhBC9ms5gYERIMIP8/RgaFGDSuQ16PaU1NV2OocpMVZqvHzeYO6cMN0tfHRFa69pt17JlsZ4+JGblWTsMk9U26Pji4FGW7D5o7VCEsBl21g5ACEs5dH7rqSvCe/9o9QVODip+Pz2GP685wbtbznDjiFA8nHpv0TYhhLAmO6WSGQOimBodadJ5eWUa/rbyZxT2CsZ7h1z2upGWB21bOv7NrmMk3BZs0vVb83+3TsHF0YFPNuxHba+ivkGPh4sjFdV1Zun/UqfOFjB8uD+JlX234KbCCMa6nl0T5b2te3B3dOSOkUOtHYoQVtcrE+sPP/yQDz/8kIyMDAAGDx7MCy+8wJw5c1o9Z/v27SxcuJCkpCSCg4N5+umneeSRR7opYmEJh7Ia11df0a/vJNYAt48KY9nuDM4UVvHO5lRemBtn7ZCEEKJXUyk7PgHQaDTyxLLvOZVjnoRSH2G+qbgKhYLHrruSa8YMIsjbnSc+/I67pyaw51QmO5PSKSirQmvGPZZrsupw8FaiNfbN6cQjA4JJPNvzRqsv1WAw8PL6rVwVF4OXc/cXwRPClvTKqeChoaG89tprHDx4kIMHDzJt2jSuv/56kpKSWmyfnp7O1VdfzcSJEzly5AjPPvssv//971m5cmU3Ry7MRac3kJhVDvSN9dWXslcpeeHaxmR6+Z4MzhT2rSIwQoiOW7x4MaNGjcLNzQ1/f39uuOEGkpOTm7VRKBQtPv7xj3+02u+yZctaPKeuzvwjn7ZkX2oW//l5P0u2HGDNgSSKNM3XXW9LSuO9Dbu5ZewQs13TTqWkvkFntv4A+gV4o7a34x8PXkt0iC9P3zaV7/56Hx/9/mauHjXQbNfJL61kjLN5Rtt7JPP+tVmNzmDgp5Mp1g5DCKvrlSPWc+fObfb8lVde4cMPP2Tv3r0MHnx5oZCPPvqI8PBw3n77bQAGDRrEwYMHeeONN7j55pu7I2RhZskFlVRr9bip7Yjx73vbdkwa4MeMQQFsPlXAi9+fZPlvR6NQ9LFqMEKIdm3fvp3HHnuMUaNGodPpeO6555g1axYnT57ExcUFgLy85iNq69ev5/7772/389Hd3f2yJN2xi9tD2bq40ACe/nw9pVUX104PDPZjQJAv5TV17DiVjq+bMx89eBMTB0ZS19DAiMgQPt16kIZOVgg/dDaHNQeSuH38MHO9jSZuTmrcnBprlCgUCuobdPycmGrWa5w6mc+4+GD2aHL7XNEyo6pnTgOPDHHFPboe+wo3DiY2Lrt7e/suqlzLeWDgZCtHJ4T19MrE+lJ6vZ5vv/2W6upqxo0b12KbPXv2MGvWrGbHrrrqKpYsWUJDQwP29i2vUa2vr6f+kn0rNRqN+QIXXXIos3Ea+PBwT1TKPvZJfd7z1w5iR0oRv6QW8/OpQmbEmVZYRwjR+23YsKHZ86VLl+Lv78+hQ4eYNGkSAIGBgc3afPfdd0ydOpX+/fu32bdCobjs3N7OzUnNtr88xOr9Sby9bidl1bWczi3idO7FrZSKK2u45a0VDArxx2A0sv3k2S5f9+VVW6jT6rh3yhVd7qstWYXl1DeYbyo4gFanJykxjxHDAjhcVWDWvm3dWU25tUMwmYerPWWh2RTW6sEhj3GT+pOXpsc+SsOH6RtxqXfiutjhuDg6WDtUIbpdr5wKDnD8+HFcXV1Rq9U88sgjrF69mri4ltea5ufnExDQPOkICAhAp9NRXNz6Pn2LFy/Gw8Oj6REWFmbW9yA670Ji3demgV8qwseF+yc2FtR56ceT1JtxXZwQoneqqKgAwNvbu8XXCwoK+PHHH7n//vvb7auqqoqIiAhCQ0O59tprOXLkiFljtVUKhYKbxsTz9ZN34e/ReuXrUzmFJJ9Pujs7Wn2pt9ftZO7ry/hiZyINFvp9X2fmKeeXUlWAs7LXj/c0U1pfS7i3h7XDMElcnBsNxos/X8fqzlIUkklRbSUJ2YP5xwe7mPbHj3j9y61WjFII6+i1iXVsbCyJiYns3buXRx99lHvvvZeTJ0+22v7X02SNRmOLxy+1aNEiKioqmh7Z2dnmCV502YXEemREy18O+4rHpkbj76Yms6SGJTvTrR2OEMKGGY1GFi5cyIQJE4iPj2+xzWeffYabmxs33XRTm30NHDiQZcuWsXbtWr788kscHR258sorSU1teRpxfX09Go2m2aOnC/Jy54P7b+DaEQNR26ksfj2dwUBGURmL12zl0U9WW+QaN08w39rwX0vOKCS4yAlXVd/aycKvjZsvtqjcqbTF4/2ORXH4UOOMgwadng0HTlOiqe7O0ISwul6bWDs4OBAdHc3IkSNZvHgxw4YN45133mmxbWBgIPn5+c2OFRYWYmdnh4+PT6vXUKvVuLu7N3sI6yvQ1HGurBalAoaF9aw7webmqrbjmTmNhWbe/TmVrJKu75kqhOidFixYwLFjx/jyyy9bbfPpp59y9913t7tWeuzYsfzmN79h2LBhTJw4kW+++YYBAwbw3nvvtdi+t84Aiw32Y/Fdc/j6ybsJ9/XstuseSDtHZW19+w1N5OLoQICn5RLBwvIq6vW9pKJXB1UbzLMPeXfoH+pGVm3LMzmVA+oYPsUHR4fGWQcV1XWcK6rozvCEsLpem1j/mtFobLYe+lLjxo1j06ZNzY5t3LiRkSNHtrq+Wtiuw+dHq2MD3XFzlL+/GxNCGB/lQ12DgefWHG+ajSGEEBc8/vjjrF27lq1btxIaGtpim19++YXk5GQeeOABk/tXKpWMGjWq1RHr3j4DLCrQhzssUFysNQajkT0pmRbp++X5sxkSGWSRvgFCnPrWIEVqeQl2JmzX1t0iQ1wZPFmJ19hyCoJbn/mW7JTJUc9koiIbl+B5uzkTH9m3aiwIYbv/krvg2Wef5ZdffiEjI4Pjx4/z3HPPsW3bNu6++26g8QN83rx5Te0feeQRMjMzWbhwIadOneLTTz9lyZIlPPXUU9Z6C6ILDjatr/a0biA2QqFQ8OqNQ1DbKfkltZjVR3KsHZIQwkYYjUYWLFjAqlWr2LJlC5GRka22XbJkCVdccQXDhpmeIBqNRhITEwkKajkh6wszwOLDureA5KtrtpJTav4Rw4ToEGZfMQC1vWWmt3uo1Bbp11bV6fX097O9ZWsqJVw5zpuS0CwyagvRGjo2k0Dt3biEUlNTx383HbJkiELYnF6ZWBcUFHDPPfcQGxvL9OnT2bdvHxs2bGDmzJlA49YhWVlZTe0jIyNZt24d27ZtY/jw4bz00ku8++67stVWDyWFyy7Xz9eFJ2bEAPDSDycpqTL/FEEhRM/z2GOPsWLFCr744gvc3NzIz88nPz+f2traZu00Gg3ffvttq6PV8+bNY9GiRU3PX3zxRX766SfOnj1LYmIi999/P4mJiTzyyCMWfT+2bHi/YF69czZujt2TOJZU1vDD4dPU1Jt3qrFKqeSuaSN47f5rLLLrRp62qv1GvYybi+3dTIgb4EmiPgW90WDSeVq3xt8dOr2Bf63ZRU1dz5nqLkRX9cryi0uWLGnz9WXLll12bPLkyRw+fNhCEYnuUtegJym38Q59Xy9c9msPTuzP90fzOJWn4aUfTvL2HQnWDkkIYWUffvghAFOmTGl2fOnSpcyfP7/p+VdffYXRaOTOO+9ssZ+srCyUl0xnLS8v56GHHiI/Px8PDw8SEhLYsWMHo0ePNvt76CkUCgVzrxjE7GEDKK2uRavT8e76XWxITLHYNd/fsJslP+9nSnwUd44fRkJkiNn6njI0itV/mc/hMzkcOZNDSk4RBoOR5HNF7Z/cBk87Rwq1faseSKkNvt+y8gboxMQRnbJ5RXq1Q69MNYRokcIoCy7NRqPR4OHhQUVFRa+cxtYTHMgo5daP9uDnpmb/s9PbrOreFx3NLufGD3ZhMMKy+0YxJdbf2iEJISygp38e9fT4O8pgMPL7pd+x/ZRld23wc3fhk0duob+/ZW8412l1zH1hCcWazieKUSE+pLtWUt5Qx7Q6PxzyGjgTaeCMotKMkdoWJQo8GhyoMvPsgq6wt1MycrwrCp0KQ4OCFNVZ6jswHXx4eSxHtpUA4O6s5vtXfoubc9vFDoWwdR39TOqVU8FF33Uw4/w08HAvSapbMCzMk/njG9dQPrPyOBU1DVaOSAgh+i6lUsHiu+awbtF9fPXkXYR4tX0TYdbQmE5dR6vTY6+y/Fc+ezsl8f26VtgsLacEp0y4ThtK1uo0zuzNInhfHbNLfZlY3/pOLT2ZASORfra1fK1BZ2DPDg27d5ex90ApAQ6eHTpPUX1xhFpTU8+zS9ZL0VTRZ0hiLXqVI1mNiXVCuKd1A7Fh/3dVLP19XcjX1PH8dyesHY4QQvRpbk5qwnw8GRwawJvzrsFe1XJRMHuViimD+3fqGhU1dfx+6VpO5RSyct9xDAbLJDoqpZIJ8f263E91nZa68ou1QHLPFnNmQxp5K88SglOX+7dFdg6W3+u8KxyVHVsHnhmYRfxMD/y8XADYdSKDV7/42WI/c0LYEkmsRa9hNBpJzC4HICHctu782hInBxVv3T4clVLB2qO5rD2aa+2QhBBCAIPDAvnX/dfj7eoMwBNzrmTB7PF4uTgxOjqMxWu2dbrvM/kllFTW8Mb3O5j/wTek5rW8H3FXXT8unqigro0sDw7yI/dAyztYDC126VLfbTIaCVG6MPOcD4GK7k3gc2o03Xo9U6jtleTUd+znpVRVSZJLGl6eF6d/r9xxnN1JGRaKTgjbIYm16DXyKuoorKxHpVQwJMTD2uHYtOFhniyYGg3An1cfJ7+izsoRCSGEABg3IIL/LbybTx+5hQemj+bhGWPY/PwDzBoag95gWoXmX9Pq9Fw/Mo4jGbnc9s/PWbXP/LOW7FRK/nbvVUQF+eDl6kRceAD/d+sUHO3bL2KlUioY5+dP4ZpU6jQtfy6lbkxjcp2vucMGYJouEP9d9aQm5uL9cw2T9YFgxmnMoUoXxh915soTLkxL9+KqAj+uqghgpMKXQk0l/m4WvGlgIie1EhdHO1wc7QgZW0+1vuO7iXjpXUnNKGl27MstR8wdohA2R0r1iV7jwmh1bIAbTjY+pcoWLJgWzdbkQo6dq+D//neU5b8dLevShRDCBvi5u+Ln7tr03MHOjpvGxDMnIZZ/rN3Ot3uPd6rfRV+uZ8nDt1DXoGPlvhMcz87npjHx5gq7SVx4AF89+xuMGLFXqdAbDFTV1vPRj3tazVN93ZwJLTaS9kMK7X0S5X+XzsDbgjlt5oJm9jVQVlINQE2Nlsz1mUyJ9cfeyY6iMCOJxtJO9+2tcCD4gJ7cvJb3Fo9xdqDfKDc2UQVW/iwO8XfCdWANehrwVriTVJtv0vk6hYHIOQ6o9Q5UHFaQW1TJnpOZpOeXEhkoO7aI3ktGrEWvcXEauKdV4+gp7FVK3rptOGo7Jb+kFvPprgxrhySEEKINTg72PH/zdP7xm6vxcXM2+fya+gYeX/pd017aqXnF5JVZZgqynUrZtF5cpVTy0NVj+WDBTXi4XF4henCQH66Hy8hNzOtQ33q9gbAa8+/9XF9w+Sh5RnIhqYm5GHaUM1UXiL3xkqTXaMRNYd9uv06oGHxSTWErSTU0JvInt2cwrdIPu3ZvLVjOsEGeNEQVcq6uhLy6MpJqM03uo1JZQ7pDLqedMggY7NB0fMP+0+YMVQibI4m16DUSs8qBxmnOomOi/V358zWDAHht/SmOnSu3bkBCCCHapFAomD08lrVP38utY4eYfH5xZQ3Lth8C4GhmHr9576tuKyw1dlAED8we0/S8cep3AIVrUqkprTWpL/vKrk2L/7UIpSsZKYWtvq6pqCV9QyZD9tkxTRfIJH0AV55wJWKbjmnaQK5Q+DKzLpBopXuz6eNKI1yZ5UF2WsfWKCcfPse4Ag+cld09qdTI+HHepLmlmTTtu80ejYDm4vtYuuEAJzMLzNK3ELZIpoKLXqFBb+BYTjkgI9am+s3YCHadKWFDUj4LvjjCD7+fgLtj+3fghRBCWI+7kyMv3DIDV0cHlm471Ol+vF2dqdfpcHLont/7/YO8USkVeLk4EVYMaT8kd2p8VleqhcCuxaI0gofSAW+Fmn7p9qR14JzS4ipKN1Q1O1a1sXFUtwRwdLInXqXEZYof+4yFzCwOIPlYtklxnT2Vz5BaH05HKanQW35va2dHFYPHOnC0JsWs/SoU0FB78SaDTm/gw7W7GdY/mAlDIokI9Oq2nzshuoOMWIteITm/kroGA26OdvT3dW3/BNFEoVDw+i1DCfVyIqu0hmdWHpM9J4UQoof4wzUT+cdvrubRmWMJ9TG9cOfp3CLeXb/LApG1LNjTld+PTCDynIGcxM7vSlFZVN3lWIwYidilR7+2mLTjHZuG3p662gaqquop+OEcow87kbzPtKT6gnMZJYzUdtMOJ0aoNNRYpOszA1IJvVZBsJ8bSoWCXScy+GDtbuYt/pIrH3+fj77fI985RK8hibXoFS6srx4e5olSKQW4TOXhZM/7d43ATqlg3fF8Pt+XZe2QhBBCdMCFqeG/u2ocX/7+Trb95WFGRAab1EeuhdZZ/5pWq+Pbj3aw+X+HmT6ja0XTSvM1qLqYjxkVCgLi/brWSRvaWlPdEcZavZkiaVtNvZ7yk8542Ju+br899YoGcuyKyLsynYTxF/9f685XuP/4h708v3QDr325hZMZ+dRqG8wegxDdRRJr0StcmliLzhke5skzcwYC8LcfTpKU27UvBEIIIbqXp4sTPm7OXBnbz6Tztp88y5l8y+xrfanVn+/hl59PUpBXzqfvb+5SX3q9gfG7VVyd7cX0Gl8GGz2aFxbroGxP291uss6r+76m5xfX4pEfiJvd5cXlzKXIq+WfsXX7TvPNtqP8ZvGXzP7Tf/hhz8luW/cvhDlJYi16BUmszeP+CZFMH+iPVmfg8S+OUFWvs3ZIQgghTDR1cBQjIkM63F5vMLLpWCoA9Q06i1QKL8yv4PNPtlNfZ74RybzMUlJ+ySBzTRr1X2YR9a2GGVUd3+Pa3qggrNT81cXNJdXQPTMJLjiVpqHsgDsxzqbNeOioLFUhI0YHMGJ0AEqFApVSgauTQ7M2lTX1vLDsJx548xtSsos4m1dCiaaa7KJysgrLqa2XEW1hu6R4mejxKmobOFPYWEhEEuuuUSgUvHHrMK5+9xfOFlfz59XH+eftw2V/ayGE6EFignz590M3cc97X3E6t6hD54zsHwrAY0vWcOPoeK7xcjdrTKu/2GPWpLolOp2B6oMlMNnY7l7Q9kYFQ/bakVxiu0uf6jFv5fMOXbPBgHO9ZWrVKBRwJDgJgMEzoqizqyNNnYPSoMDb6EbtZleqaxuLtSWeyeWOl1cAYG+nokGnb+ojxMeDCUMiefqOqRaJU4jOkhFr0eNd2CIq3NsZH1fbvfPcU3i5OPDunQmolArWJObyzcHOFV4RQghhPY72djwya2yH2zur7amu0xIX6s81IwaaPR47O5XZ+2xJUW45k7Ttj1q7Kx0oLalqt501qRXW+Zp+YH8ZcU7hFr1GkksaaeocAIxKIyUqDe4uLX+Hu5BUQ+MWXueKK/hqayJvfLONBp2eBr2e91bvZNbTH/Pv7/dYNG4h2iKJtejxZP9q8xvVz5s/zhoAwAvfJXEqr3unowkhhOi6qXFRRAf4dKjtil+OkF1SzrT4aIvEYqT71swWrs1kuMGzzTYu3b5PtOkcFN1zM+LXGvRGlFWWW2vdGp3etBH6L34+ws1//YxPftzH0g0HKK6oprDctm+WiN5NEmvR48n6ast4ZFIUU2P9qNcZeOzzw7LeWgghehilUsFt44d2qO2WpDScHewZGh5koViUhEa0nOT7+pt32rmuQY/xh3x8cGi5gdHIQI2bWa9pCapO7fBtHtq67i8eptOZPvX9XFEF//lxX9NzvRQ9E1YkibXo0YxG48XEOtzTqrH0NkqlgjdvG06QhyNni6t5dtVx2WtSCCF6GC8XJ/zdXdptV1PfwEMfr0JvtMy63hvvHMv7Kx4mKNQbtaN90/EBg0OIGWT+YlnVVfWM1FyesDujYmaeHylbM81+TXMaMCKELG2l1a5/7FQZAyxUxKw1l0757ixfj/Z/1oWwlF6ZWC9evJhRo0bh5uaGv78/N9xwA8nJyW2es23bNhQKxWWP06dPd1PUojOyS2spqdbioFIyONi8d7wFeLs48P5dCdgpFaw9mssX+223yIsQQoiWuTp2rP5ITpmGDYkpFonB3cOJgtxyfvd/c3jutdsICvHi/t/P5IqxUezZbpnvWrUnyplRH8hV1YFcVRHAVSX+DD3iQOrhHItcz1yCw7zY41HebgE2S9Ib4MwBI8PsLbM0oCUNnRixvpRKqeCWSR2boSGEJdj+ApNO2L59O4899hijRo1Cp9Px3HPPMWvWLE6ePImLS9t3spKTk3F3v5ig+fn5tdFaWNuR7DIABgW7o+6mwih9zRUR3jw9O5ZX153mxe9PMizUk/gQD2uHJYQQogOGRQShNCFB+/NXP/HdwSQWXjORuNAAs8WhslPRLzqAftEB6PUGHlo4m78/vxKVSsnCv9xAdkYR3362y2zXg8Zq0mc22fbIdEtq4hypq6+1dhhUVjegKYa4oHBO1lj+xnpEqAcZ2eVoOzlyPeOKAQR62/4Uf9F72VxinZ6eTmRkZJf62LBhQ7PnS5cuxd/fn0OHDjFp0qQ2z/X398fT07NL1xfd52h2BQAJsr7aoh6c2J/96aVsPlXIgi8O8/3jE3C7ZCqfEEII2xTk5Y4pS3UNRiP7UrM5ea7QrIn1pVQqJeMmx/KvLx5BqVDgF+BB0tEsVn++F50ZpgNf4OzqCIU9r/imp8F2Pl+Li+vo7+eIAoXFC9ClDksmIWQQh3d2bIu4X7t7+ggzRySEaWxuKnh0dDRTp05lxYoV1NXVmaXPiorG5Mvb27vdtgkJCQQFBTF9+nS2bt1qlusLy0k8P2I9LExGUC3pwv7WIZ5OZJTU8MxKWW8thBA9hSkj1hd8f+gkBgsWglIoFISE+RAU6o2dvYq4YWH88S83MHZyrNmuobLvmTPZCnbmo7SRj9j8kjp27ywnqioaJ1UrxeDMJK4mkpRDFZ06d87ogcRHBpo5IiFMY3OJ9dGjR0lISOCPf/wjgYGBPPzww+zfv7/T/RmNRhYuXMiECROIj49vtV1QUBAff/wxK1euZNWqVcTGxjJ9+nR27NjR6jn19fVoNJpmD9F9GvQGTuQ2/j8fHuZl5Wh6P09nB947v976x+N5/Hdvz5teJ4RoriM1SebPn39Z/ZGxY9vfH3nlypXExcWhVquJi4tj9erVlnobog0GgxFDJ26EHk7PZeMxy6y3bom9vR3Trh7Kw3+YzQNPzGLQkFCUyq6tMbZMGTbL85zoj8F6y6tbdPRkGTVHvHBKCaFfWTSBak+z9a00KhmRO5ikjZVU1WpNPt/VSc3CW9uekSpEd7C5xDo+Pp633nqLnJwcli5dSn5+PhMmTGDw4MG89dZbFBWZNj1kwYIFHDt2jC+//LLNdrGxsTz44IOMGDGCcePG8cEHH3DNNdfwxhtvtHrO4sWL8fDwaHqEhYWZFJvomtN5lWh1Bjyc7Onn42ztcPqEEeFePDNnIAAv/3CKY+fKrRuQEKJLLtQk2bt3L5s2bUKn0zFr1iyqq6ubtZs9ezZ5eXlNj3Xr1rXZ7549e7j99tu55557OHr0KPfccw+33XYb+/bta/M8YV5Go5FtJ89yJr+kU+fvTun+G6jBYd7cOu9K/rn0AZ58/npGjInqdF9dzMutxqPSNr6eOzooGZXgzfiJnoyd5EZ8nAfF5XUolFCtN8+sUm+9G5GJ0RzaX9DpPh6/8Up8OlD5XghLUxhtfD5nfX09H3zwAYsWLUKr1WJvb8/tt9/O66+/TlBQ23stPv7446xZs4YdO3Z0at32K6+8wooVKzh16lSrsdXX1zc912g0hIWFUVFR0awAmrCM/+7J4Pnvkpg0wI/lvx1t7XD6DKPRyMP/PcTGkwWEeTvxw+MT8XCynfVgQojGzyMPDw+TP4+Kiorw9/dn+/btTTVJ5s+fT3l5OWvWrOlwP7fffjsajYb169c3HZs9ezZeXl7t3ujuSvyiuYyiMlb8coSvdx/t1PnOantW/3Eewd7W+TvQanWUFlfSoNXz0ZvrOXk0m5rq+vZPPC9mcDCnskstGKHlDLwygl/si9C2Me7e3+BIWLUK+zoDqhodhkot+toGVBEeZPhCqqKmC5XFjcRNVpJZ23xAy8PemYqGmk72CXYGFU6oqVTWEFsbQe5OHRoT/k5/LTbMjxXP3oVKaRs3I0Tv1NHPJJv9KTx48CC/+93vCAoK4q233uKpp54iLS2NLVu2kJOTw/XXX9/quUajkQULFrBq1Sq2bNnS6WJoR44caTN5V6vVuLu7N3uI7pN4vnDZcClc1q0UCgX/uGUYoV5OZJfW8vT/jsp6ayF6idZqkmzbtg1/f38GDBjAgw8+SGFhYZv97Nmzh1mzZjU7dtVVV7F79+4W28vSKstIyi7AoQs7ZtTUN/DAv//HvtQs/vXTbj7fecSM0bXPwcGO+roGtFodv318Ju+veBgn546v801NyiU8pGcuFTu9K5P4ZHvsW6k8pzAaGVrmSNZnh0n7OpGU709wZlsK6fvSOfNNIroPEhm5poirMu0Z3mD6rL6YCPfLkmqgS0m1j96dASkDUO/wI+rIAJI3VncpqQa4ZswgSaqFzbC5n8S33nqLIUOGMH78eHJzc1m+fDmZmZm8/PLLREZGcuWVV/Lvf/+bw4cPt9rHY489xooVK/jiiy9wc3MjPz+f/Px8amsvbl2waNEi5s2b1/T87bffZs2aNaSmppKUlMSiRYtYuXIlCxYssOj7FZ13oXDZcClc1u08nO35110jsFcp+CmpgKW7MqwdkhCii1qrSTJnzhw+//xztmzZwptvvsmBAweYNm1asxlbv5afn09AQPOK0gEBAeTn57fYXpZWWUZuaQXerk5d2g45u6SCRz5ZTWyQH6+t2cbZwu4dAY7o74+HpzOrP9/DP15YxcAhoSad72zFvaC7qiCvgiD7lqc4TyOQA8fyiB7Rr9XzS3LKSPn+BBX/PsKkKtOmSqdmahiqGIDClJLy7QipDiDpdBFF5dWcySzFHPfkJw3r/FIBIczN5hLrDz/8kLvuuousrCzWrFnDtddei/JXd6LCw8NZsmRJm31UVFQwZcoUgoKCmh5ff/11U5u8vDyysi7uyafVannqqacYOnQoEydOZOfOnfz444/cdNNN5n+Toss0dQ2kFTWuARwW6mndYPqoYWGePHf1IABeW3+ak7kywiRET9ZaTZLbb7+da665hvj4eObOncv69etJSUnhxx9/bLM/xa8SGqPReNmxCxYtWkRFRUXTIzs7u2tvRpBTWkFOWSUGgxGjEey6MKqn0xs4lpXPfxfcTlVt10YYO8PX352AYE/q63V4+7iadO6Zk7n0D/exUGSWF13vwq8z0GEOPiTvyASFggK1A44u6nb7KfjqODMLHRlgcLqsv5YpUKj1naoo35radPOmHf2DvAn39zRrn0J0hc3tY71p0ybCw8MvS6aNRiPZ2dmEh4fj4ODAvffe22ofHZmWumzZsmbPn376aZ5++ulOxSy637Hz08DDvJ3wcW3/A0VYxr3j+7HzTDGbTxXy5NdHWLtgAo49dHsTIfqyxx9/nLVr17Jjxw5CQ9seEQwKCiIiIoLU1NRW2wQGBl42Ol1YWHjZKPYFarUatVp+l5vTrtMZONqrmDEkmi93JdLPz5uDZ891ur+TOQUsvHaiGSM0ze3zJxAW6cfhvWdMPldXUYuToz21dQ0WiMyykndkMjzAHZ8ID2o9FOxvKMK31o7i8191SyrrSRgTTdKWpDb70dY1cOabo3gFeMAtjf8OR2id0dgZUBuVJKmaT/FWKuBEfTp6Y9drq3vqXfBr8EbtZN7vB5NltFrYGJsbsY6KiqK4uPiy46WlpZ1eKy16n6Pnq1HLNlvWpVAoeO3mofi6qkkpqOK19aetHZIQwgSdqUlSUlJCdnZ2mzVIxo0bx6ZNm5od27hxI+PHj+9yzKJjbhs/jMdnX0ldg44lj97K8zdPI8yn80unJsZa9zuYg9qeuCGhJJ/IMfnc3OxS1HUNDI9tu+itrSoq0HB6fzaZm7IYmel8+T5iJowqlxVUMHVvHRO2aCj7+Aj6D45S+1EiU8ubr8P29lR3OakO0HkTczSWsu+dSNlQy/GTbddmMNWoWFkyImyLzSXWrY02V1VV4ejo2M3RCFt1JKscgGGhsr7a2nxd1fzj1qEALNudwfYU07bEE0JYT3s1SaqqqnjqqafYs2cPGRkZbNu2jblz5+Lr68uNN97Y1M+8efNYtGhR0/MnnniCjRs38vrrr3P69Glef/11Nm/ezJNPPtndb7FP0xsNZBWX09/fm/4BPnz66K34unVue8rrR8WZOTrT+Qd5kjCmPw5q0ydcVmnqOHEgneEDe2ZyfUF2egmnd/1qGzQTFytnHMoi52TeJacbyVhxhFm56qa+fDw6P4PE2aAmoXgQFZvUpKR3bqu39igUEB8ZaJG+hegsm5kKvnDhQqBxBOyFF17A2fniL369Xs++ffsYPny4laITtsRoNJKYXQ5AQrinVWMRjabG+nPvuAg+25PJU98eZcMTE2WKvhA9wIcffgjAlClTmh1funQp8+fPR6VScfz4cZYvX055eTlBQUFMnTqVr7/+Gjc3t6b2WVlZzZZwjR8/nq+++oo///nPPP/880RFRfH1118zZsyYbnlfopG7kyPuTo6cyS8mOtAXf3dXpsT1JyW/BA8nR345nd7hvlwcO16N25IeXjibKbOGkJ1ZzLuvfo+2XmfS+Sf2pzNkZD+Op7RcSK9HMphnZ47UVceYkhCOQqnA1cmTc/6m9+FpcMV1fwCH8y17kz0q2BdXJ/meIWyLzSTWR440buFgNBo5fvw4Dg4Xf4E7ODgwbNgwnnrqKWuFJ2xIbkUdxVX12CkVDA6WEWtbsejqQexOKyG1sIrnVp/gw9+MaLVQkRDCNrRXk8TJyYmffvqp3X62bdt22bFbbrmFW265pbOhCTMZHxtBnbaBT7bs518/7eGZ66fwl1tnkppXbFJinZJbxOAw648QKhQKBg4JJSYumMT9Z6nU1OLkrMbeQcWm7xM71Ed+ejFKhdnyUYtxclDh5aKmsq6Byhptq1O+zbnlZeaRLIKj/Dm7sZARPuEcDs5q/6RL+Gk9UbnZg4XvWwyL6tkzD0TvZDOJ9datWwG47777eOedd2RPaNGqxPPTwAcGuUmhLBviaK/i7TuGc/37u9iQlM/3x/K4bliwtcMSQog+z9HBngemjWbcgAhe/HYzWp2eeyaN4L37ruNvK3+mSFPdbh9HMnJtIrG+QKVS8viia9mxKYmQcB+cXdQdTqzLSqoYdEUESakFTcfsVAp0etvItBUYGRLiSc7+NIrLGv9uHJUKXL1ccPV0xtHVEU1RJRUlldg52JGaatqofVsCInwpd3Gmsqqe+s9KGPBIICleHc+SUx3PYYyDaO0AzmRabmu2of0lsRa2x+bWWC9dulSSatGmi4XLPK0ah7jc4GAPFkyLBuAv352gqLL7t2URQgjRssGhAXz++B34uTfuaTxlcBQr/3gPw/u1n6T8d8cRyqprmx3bl5rFki0Hmh3LL680X8DtcHRyYNZ1Cbh5OPHd1/tMOre2rAaMRpQKGD4wCDc9xEW3XLW+O/X3dyNSq+X0T8eoLLt4w8NgMKIpqSI3rZCzR7Mozi2joV5HbWUdDSZOh2+Nyk6JMtiHymotAFqtDu1ndQRVe5rUj0IB7n72ZompNUMiJbEWtscmEuubbroJjUbT9Oe2HkIkNhUu87RqHKJlj02NJi7InbKaBv685rhZp6gJIYToGns7FbOHxzY993Jx4oP7b+TRmWNxUbe+jjq3TMMDH/2PxIzcpmP55ZW8vW4nX+062vS7PjEjl4qaOsu9gRaER/rxxHNzeerFG1GqOvbVNutsEa46Az52dpzYn06lppaUw5kMjQ5A3YniaOYQF+zBuS0nOGel9d+DJsdxrrD5jZHKiloi93ib1I/CoCAjRWPO0C4T4O3WfiMhuplNJNYeHh5NazE9PDzafIi+Tac3cDyncQ9rKVxmm+xVSt64dRh2SgU/JRWw9mhu+ycJIYSwGjcnNb+7ahwbnv0t900ZiaN9y4llSl4x97z/NVNe/Ddv/bCDgooqAF5ZvYXHlnxHeXUtCZEhbDmR1p3hA41rr2deO5zfL7oWe4eOJcZ1tQ2UlVQ1O3bycCYDQkxLJM1Bba9C3WC+Kd2mCo0J5HhWy1O3K7LaXypwKXecKdXUtt+wk9T2KpwcLDsiLkRnKIwynGQ2Go0GDw8PKioqZDq7hZzM1XD1u7/gprbj6F9moVRKcSxb9c7mVP65OQVPZ3s2/mES/m6yXZ4Q3aWnfx719Ph7uiJNFc9/vZFdyZmttvF2caL0V1PD/3DNBH47dRQGg9Gqn89nU/N59Zlvyc4o7tT5Dg52uIV6UVBs+WntXq5q+jnbc/ZAGrWV3TvSf4G7jyvq6GDyi6tafD0wzJOk3xa0+FpL1EZ7Gr73RG+h6nB+ni789PpDFulbiJZ09DPJJkasL1VbW0tNTU3T88zMTN5++202btxoxaiErbiwzdbQMA9Jqm3c76ZGERfkTnlNAy9+f9La4QghhOggP3dX3rvvemYNjWm1za+TaoDPth/mhW82snjNVkuG167+MYG8v+Jhrro+oVPna7U6vBy7Z0S0n6sDSVuSrJZUewd6YN8/qNWkGsAz2tWkPusVDUTMtsfPy6Wr4bXIw8XJIv0K0VU2l1hff/31LF++HIDy8nJGjx7Nm2++yfXXX9+036bou46eT6ylcJnts1cp+fstQ1EpFfx4LI+fT3X8brcQQgjrsrdT8fffXM3NY+I7fE5pVQ2r9yfh1MGp2Jbk6OTAwhdu4JlXbsHZxfT9juvrGiwQ1eUM3XSdlgSE+6IP9qWwtO2p3oZaA5g4+JzukEvgSMv8HHi6yAw4YZtsLrE+fPgwEydOBOB///sfgYGBZGZmsnz5ct59910rRyes7cKItRQu6xniQzy4f0IkAC98l0S1mSqXCiGEsDyVUslfbpnBfVOuMOm8lftOcCwzz0JRmWbq7CG8//nDuJq4HKm2qnt2tWiosc7uGQNG9Ufj4UJpRftroVP25jLheLRJ/XsYXCg9apmp4B6uklgL22RziXVNTQ1ubo2V/jZu3MhNN92EUqlk7NixZGa2vtZH9H5V9TpSzlerlBHrnuPJGTGEejmRU17LW5tSrB2OEEIIEygUChZeO4knrr6yw+doaut54N8r0eps42ZqSJgPt82fYNI5VZV10A1liOy7efTVQW1P3IwhnCqppaqm46Plp1ZnMzqzX5ttXA2OBOi8iWwIIiApjJxC81cGd1bbMy2h9SUKQliTzSXW0dHRrFmzhuzsbH766SdmzZoFQGFhoRQw6eOOn6vAaIRgD0f83eVuZU/h7GDHyzc0TiVcuiudY+f3IRdCCNFzPDBtNB/cfwMDg/061L5W20BpleUqQ5vq+tvH4O3b8S2a6mq1DBkYbMGIGmns7Zp2xrE0nyBPPIdHcjy9pHGzaRM5FLQ+tTumPozKta7k/6Dk7I8NJKd1rnBce2rqG9Dp9RbpW4iusrnE+oUXXuCpp56iX79+jBkzhnHjxgGNo9cJCZ0rQiF6hwvTwIfLNls9zpRYf64bFozBCM+sPI5Ob7B2SEIIIUw0cVAkXz95N2/Nu5b+/u1vSbXg0+/4Zs8xquu03RBd2xydHHjqxRtxdGp9r+5fO5ecj6tzx9ubKsLXFV1aPt2xQY+TqyPuA4LJa6NIWXsKYlqukm40gvaY6evYOyuvxPLV2oXoDJtLrG+55RaysrI4ePAgGzZsaDo+ffp0/vnPf1oxMmFtUrisZ3v+2jjcHe04mafhsz2yrEMIIXoipVLBzKExrHrqHmYMaXvdbXJuES+t/Jk5iz+ltKqmzbbd4YqxUbzxn/vw8ulYletKTS1RFtrT2tPFAUV2MQWZlhnZvVT8tMHow/0508UZY84NLd9kiKvtR0ZO1/o2hbe7c7ddSwhT2FxiDRAYGEhCQgJK5cXwRo8ezcCBA60YlbA2KVzWs/m5qXlmziAA3t6UQqHGOluLCCGE6DqVUskD00Z1qG1ZdS0fbdpn4Yg6JmZQMG8ve4DQCN8OtT+dmIW7iYXP2uPr5ohTVhG5aZbdLUOpVDBoejxHM8uoNUPxULeClkel89UlqLpxC1Rfd8ts4yVEV9lcYl1dXc3zzz/P+PHjiY6Opn///s0eom/Kr6gjX1OHUgFDQj2sHY7opNtHhTEs1IPKeh2L15+2djhCCCG6YHBYILeOHdKhtgaD7SwBCgz24p+f3o+bR/v7Iev1BoL8Or42u0PXd1dTkldu1j4vFT2iH4MnDaT/lMGcyCg1X8ctLJlPKIgjIiecAB/z/j9qi6+HJNbCNll/o8FfeeCBB9i+fTv33HMPQUFB3VbQQdi2C6PVAwLccLaB/TFF56iUCv52fTw3fLCL1UdyuGNUGGP6+1g7LCGEEJ307I3T+OV0Bvnlba97DfPx7J6AOsjd05lrbh7JV5/+0m5bJ3vzfu9QYbnvtnYOdlSp1STnmL8id33g5aPehmoFiccsO/L+a56y3ZawUTaXoaxfv54ff/yRK6/s+LYOv7Z48WJWrVrF6dOncXJyYvz48bz++uvExsa2ed727dtZuHAhSUlJBAcH8/TTT/PII490Og5hPhcS6wQpXNbjDQvz5I5R4Xy5P4u/rE3ih8cnYKeyuckzQgghOsBOpWTcgHBW709qs92wfkHdFFHHXXfbaP63fDc6XdtVpk8cSGfY6EiOnjbP3txKCxbwHHjlAI5mlVukb4dMFUPVoTjsVqJQgtJOSal/92+pVt9gG9u4CfFrNvdt1svLC2/vrhWK2L59O4899hh79+5l06ZN6HQ6Zs2aRXV1davnpKenc/XVVzNx4kSOHDnCs88+y+9//3tWrlzZpViEeRyV9dW9ytNXxeLpbM/p/EqWSyEzIYTo0cbGhLf6mpO9HU9fN5nh/Sy/dZWpfPzc+XLjU0yaObjdtkn70xkWE8iwgV27QTAw2IPUnZZbCpVxJANfz/anuHfG6S3nyPmoiPRjBZxNbHxotd2/9VVlTX23X1OIjrC5xPqll17ihRdeoKam89UjN2zYwPz58xk8eDDDhg1j6dKlZGVlcejQoVbP+eijjwgPD+ftt99m0KBBPPDAA/z2t7/ljTfe6HQcwjz0BmPT3sey1Vbv4OXiwJ9mNxYj/OemFIoq5UNSCCF6qjHRLSfWUwdH8f0z93HPpBHdHFHHuXs4s+jVW7h9/oR22yYdyqC6uIrBIZ54uKjxdXfC1JpdDVnFaOsaOhlt+6rKa7ptFphBZ6ByczZXhAZ2y/UuqKyV7wzCNtncVPA333yTtLQ0AgIC6NevH/b29s1eP3z4sMl9VlRUALQ5Er5nzx5mzZrV7NhVV13FkiVLaGhouCwOgPr6eurrL/7j1mjMv55FQFpRFdVaPc4OKmL8u684hrCs20eG8dX+LI6eq+DNjcm8dvNQa4ckhBCiE3zcnBneL4jEjItTpUdEBvPaXXNwVl/+/cnWKJVK7lswg5rqer7/9kCbbStOn6OiqPH7Xi0QEORJQHwYyUWV1Na3P3pbll9uhohb5+HrRmFp6zM0zU0BZP+UhlOCB7Xa7pmiramWxFrYJptLrG+44Qaz9mc0Glm4cCETJkwgPj6+1Xb5+fkEBAQ0OxYQEIBOp6O4uJigoMun/ixevJgXX3zRrPGKyyWeXys0JMSjW7dzEJalVCp4YW4cN3+4h68PZnPPuAgGB0vFdyGE6In+fNN0Hv/0OzxdnLh9/FBuHBWPsgd9ZisUCh59ag75ueUc2JXaaju/fn5NiTVASV45JXnlOLmo8RvRn6ziqlbPVSoaR5QtqaK4krjh/TiRXmLR61xgBPrNimJ/Tn63XA/A1anl/bSFsDabS6z/8pe/mLW/BQsWcOzYMXbu3Nlu219XIDcajS0ev2DRokUsXLiw6blGoyEsLKwL0YqWHDm/vlqmgfc+V0R4M3dYMN8fzeVv35/kq4fGyk4AQnSj9op9NjQ08Oc//5l169Zx9uxZPDw8mDFjBq+99hrBwa2vmV22bBn33XffZcdra2txdJSKvr1RbLAf65/9LSqlza0y7DCVnYpnF9/KR2+u56fvjlz2elx/X07/cqrFc2ur6+mvVpHVRv8eLmq6Yyw5/3gmjj6e1Jlh7+r29B8XwcHc7qsK3j/ImwlDIrvtekKYwiZ/+5WXl/PJJ5+waNEiSksb9987fPgwOTk5JvXz+OOPs3btWrZu3UpoaGibbQMDA8nPb363rbCwEDs7O3x8Wt4OSK1W4+7u3uwhzO9C4bLhUrisV3pmzkDUdkr2pZfyU1L33fEWQrRf7LOmpobDhw/z/PPPc/jwYVatWkVKSgrXXXddu327u7uTl5fX7CFJde/Wk5PqC5xd1Pzh+eu5+8HJzY7b2Skpzihs9TxXT2fKG9qu9u3meHFafHh8KAOvGUr0mP44mHm6fFmBBv8GLe6uarP225L0PZn0yzMyNiiQAE/XpuOW+FlwtLfjmTun9YqfM9E72dyI9bFjx5gxYwYeHh5kZGTw4IMP4u3tzerVq8nMzGT58uXt9mE0Gnn88cdZvXo127ZtIzKy/Ttb48aN4/vvv292bOPGjYwcObLF9dWie9RodSQXNO6NKSPWvVOIpxMPT+rPu1vO8Mq6U0wd6I/aTmXtsIToEzZs2NDs+dKlS/H39+fQoUNMmjQJDw8PNm3a1KzNe++9x+jRo8nKyiI8vPVq0AqFgsDA7i1qJIQ5KBQK5j0yjaAQb97462oAdDoDVS6OuPu6oSm+fM9uj+H9SC+oJDLADTd7FSdyyjEYm7dxsr+YENo7ObBHVweedoybGMPpzSfN+h5yUvPxC/XGIdCb4jLLTj/XFFSi2VCJERgxIgRDkBOFNTWENjhQ464kpbAUbUPXq4d7uTszOFJ+pwjbZXO3fBYuXMj8+fNJTU1tdmd7zpw57Nixo0N9PPbYY6xYsYIvvvgCNzc38vPzyc/Pp7a2tqnNokWLmDdvXtPzRx55hMzMTBYuXMipU6f49NNPWbJkCU899ZT53pww2bFzFegNRgLdHQnysMz2EcL6Hp4cRYC7muzSWpbuyrB2OEL0WR0p9llRUYFCocDT07PNvqqqqoiIiCA0NJRrr72WI0cun1orhC2bOXc4Q0ZEND2vqdbiHxXQYltHOyXxLvbkbDvJ6U3HGRZ4+SxGh0vWnNv7NY7uJri4kpeYTdSo/tg5mHe8q+hcKQ5F5c0qlzup7YgPdCXSHoaGeuBgb75UQAFkHc7h3I9nUBwo5uzODPLXnWWEt69Z+nd3VpOe2z1rx4XoDJtLrA8cOMDDDz982fGQkJDLpmq35sMPP6SiooIpU6YQFBTU9Pj666+b2uTl5ZGVdXElTGRkJOvWrWPbtm0MHz6cl156iXfffZebb765629KdNqhzDIARkR4WjcQYVEuajuevqpx+633t5yR7beEsIKOFPusq6vjmWee4a677mpz+dPAgQNZtmwZa9eu5csvv8TR0ZErr7yS1NSWi0LV19ej0WiaPYSwBU/99UZ8/NwYFBfMwH7eZB7NbLFd2uYTpBw82/S8NP3yaeOqS4awT687xli1M3ZGI/4xARz0tiNmcmzT6wGRfmYp/laQWUx8hDfOjnY4qe0INOg4tSuFrNO5JG0/xaAWbgCYQ32VtunPaT+nEe7b9eKkydlFONjb3GRbIZrY3E+no6Njix+oycnJ+Pn5daiPC0XH2rJs2bLLjk2ePLlT23kJyzmSdT6xDveyciTC0m5MCGH5ngzZfksIK2mv2GdDQwN33HEHBoOBDz74oM2+xo4dy9ixY5ueX3nllYwYMYL33nuPd99997L2ssuGsFWBIV4M8Hdh38ajJp2Xl15E7NAwVP6eOBqN1CoUUK9t1kZhhJoTeTgODYaqKuov2SbLMCIE34QQdHsyKM0r79A1+9+ZgO5kEVlHzzU7nvTzCQCcXNVkVV28ca1QKNCpLL/0yqg34nSmmlHxgWRVVVFQfrFyukqpYECgDy4NClwKazAoodRRgVdeLVlHsvC6eiBHay9OvT9yJofoEPOMgAthbjY3Yn399dfzt7/9jYaGBqDxH31WVhbPPPOMjB73MUajkcPnt9oaESGJdW93YfstgK8PZnMip8LKEQnRd7RX7LOhoYHbbruN9PR0Nm3aZHKxTqVSyahRo1odsV60aBEVFRVNj+zs7E69DyEs4Zp7J3XqvPRj2ZzZfJwTP5/ATlND+qF0QgcGMWj2EAbckEAqOhxcHDhVW4sCI7mnL+4D7qM1klxdQ83o9neb8fB1I3xeAls8aygb48uAawa32K62qvlsMLWzA0kZ3TO1uiSzjPQfU9FtzyOuyoGxAQGMCQokPMdA0fp0MjaloaoxkL4pmeKVJ0jdnUZ9bQNF3yUxvgjGObjhrFSyJ6nlGQNC2AKbS6zfeOMNioqK8Pf3p7a2lsmTJxMdHY2bmxuvvPKKtcMT3SizpIbSai0OKiWDg6Xiel9wYfstoxFe+uFkh2afCCE6z2g0smDBAlatWsWWLVtaLPZ5IalOTU1l8+bNre6U0d51EhMTCQoKavF12WVD2LIrpg7CXt21SZ4OzvY4zRjI8Qg3dhvr2VdbTbFWi0M/b2r0eiJcnKmrbkx81U4OZKkaK4wX1mtxv3EoUaMu/7fpG+aN28MJHLsliB0ujQXKjqtq2RauJ+aWYQREtj2yW1ddj9qhe4uFKoDCtBLObDxD2oZUKgvPj14rFBw7U4jX4FBC+vs3tdfrDKQdyODsmuNEqp0py5Q11sJ22dxUcHd3d3bu3MnWrVs5dOgQBoOBESNGMGPGDGuHJrrZhfXVQ0I9pEp0H/LMnIFsTMpnX3opP58qZEZcy4VihBBd99hjj/HFF1/w3XffNRX7BPDw8MDJyQmdTsctt9zC4cOH+eGHH9Dr9U1tvL29cXBwAGDevHmEhISwePFiAF588UXGjh1LTEwMGo2Gd999l8TERP71r39Z540K0UU6bdeqWp/zdOBs1eXVuU81NCbT/gYlF+Zphc0ezIGaxmnheqORigYd2qTLt5z1HB/OZmUNjenqRVqMbPKrY0a4FwXpxW3G5enmSEFJd+yu3TF5hZUMjfYj5+zla9Q1P5xGoVDA61YITIgOsKnE2mAwsGzZMlatWkVGRgYKhYLIyEgCAwMxGo2N/5hEn3G4aX21p3UDEd0qxNOJ306I5MNtaSxef4opsX7YqWxuco0QvcKHH34IwJQpU5odX7p0KfPnz+fcuXOsXbsWgOHDhzdrs3Xr1qbzsrKyUF6yt2x5eTkPPfQQ+fn5eHh4kJCQwI4dOxg9erTF3osQlqKtbejSDKrgmACSKquhhe+xGl1jwl6lgtDYIFwH+LOnuqpZWzuFEt2vtqtSKhWc8G472S+MdSXGeyipq4+12sbF0aZSAdxcHEg/nNHia9p6HQBnTpwjOv7yJStCWJvN/GsyGo1cd911rFu3jmHDhjFkyBCMRiOnTp1i/vz5rFq1ijVr1lg7TNGNmtZXS+GyPufRKVF8tT+LtKJqvj6Yzd1jIto/SQhhsvaShX79+nUoodi2bVuz5//85z/55z//2ZXQhLAZtTVd26miLK+c2MGBJFe1PjJ8sqoa+rmBtvayBDzC3p6zv0qsw+8ezjba3p/6mKoGAmHWXSMo+yWDouzS5v3GhZJVYFsV+Pv5uHAyJa/NNoe2nZLEWtgkmxkGWrZsGTt27ODnn3/myJEjfPnll3z11VccPXqUzZs3s2XLFpYvX27tMEU3qarXkZzf+MteCpf1Pe6O9vx+egwA/9yUStX5u9RCCCFEd3PzdCFmWHinz6+tqqd8/UniXV06fE68iwsJebUMza4i96eTzV6LuXEo21zbTqovcLWzJ9fBntQ4H6JvTMDNqzGGgHBfClV26HS2UcvESW1HfKgnJ/ecabdtytEsKstsZ/q6EBfYTGL95Zdf8uyzzzJ16tTLXps2bRrPPPMMn3/+uRUiE9ZwNLscg7FxWnCAu6O1wxFWcPeYCPr5OFNcVc/HO862f4IQQghhAXb2Kp756Lc4uXb++4i2voH8H46T4OrabtsIZ0cKvj9GxrFssk/mNhU1uyA9oGNLIwe7+xJV40p2XhlGFByoqaZkXDiDrx6KOioIO7UdgcGenXk7Zldbr8NopEPLPlOOZnHubCH1tdp22wrRnWwmsT527BizZ89u9fU5c+Zw9KhpewiKnuvw+cJlMlrddznYKXl69kAA/rPjLAWaOitHJIQQoq8KjvRnwWu3d6kPvc5A1tqjDHFrPbke6uqC9qfTl62pvlRkvgGMRlRt5KBeDo4UJpWSca759O9qvZ5KJzUZ6cWUF1dTlFvOkGHhuLk7mfx+zC0pp5zohPaXfhXnlePu7cJX722S3UOETbGZxLq0tJSAgNar/wYEBFBWVtaNEQlrksJlAmBOfCAjwj2pbdDz9uYUa4cjhBCiFzhzLItd6xJNPm/KTaPwD/Hu0rUNBiPaNpLBCoOeupq2R2JT1xxnbrUX/jl2jFb6M9DdG3vFxa/0g9y98S5Qom0lOVecLzSoAAx6IycOZ1JVVoMK8PV2JTYu2OT31VXeHk4MCfMitZXCZb+mKa1m7Mx4/vvGOvR6g2WDE6KDbCax1uv12Nm1XktNpVKh08k6y77AYDByJLscgCtkxLpPUygUPHfNIAC+PpBNSkGllSMSQgjR0x3efoqXf/sxJ/a1v573Ukqlkhm3j+3Std29XUipqupSHwDlNVpq6hpIPlNAXmIJzml6IkucGKb1Jv9oKcVtrEFWtVIJ3KA3UlJUSfLxHIYmXL6mfMjwcAbFhTBkeDgODqbVP45JCMXDy7nV1z2NBk7u7fjfx47vjxCbEMGYGfG8839fyrTwXkSvN1BUVEl5eU2Hb5oU1lSRXFpk4cjaZ1NVwefPn49arW7x9fr6rlVkFD3H2eJqymsacLRXMijI3drhCCu7IsKb2YMD2ZCUz2vrT/Pp/FHWDkkIIUQPNn7OcHb9mIjKTmXyuXc/dTUhUf789+8/UJBVYvJUZP+JMWRWt5xYK40QVFJPR+p0F/xwgrFXDWZv/cUiZqUVNZRWtF3UbFCYH6mbz9LWSmYFcPxgJjGDgmjQ6ck4W8SQ4eGcOJTZ1MbLx5XQuGAy0ovQVNQ2HQ/t70txnoa684mui6ua4DEh7KwvYvJAfyr2ZLR4zVpHB0Ki/MlJu3z/6pb8sHwnc++dSOz5qeP/eu5bFr51d4fOFbbjzJkCDh1MJ/tcKW5ujri6qNm5M4W0tEL0egNOTg7EDwnl9tvHEhcXTH29DvfzyxZ252RSUFNFUW01VVot7x7Zw00xg3lrytVWez82k1jfe++97baZN29eN0QirO3CNPChIZ7Yy/7FAnh6diybTxWw5XQhu9OKGR/la+2QhBBC9FCh0QG8vf5p/vXMV7z5+89Y9O/7iYoP69C5SqWSaTePZtrNo/npi928vXCFSdfO+imJsTPj2FdbhfGS9HacyhF9eQ3Juzs2aqutb0DZiR0z7JTKNpPqS5051bjtlbuHE8cPZTY7r6ykirKSKlQqBXGDQ6mp01KYX0FSmJ7Y6CAKN2fh4uZI4MggdtQ3jiSWurV+EyKvsJL46I4n1roGPa/+bhnX3zcJTz83lPJ9sUfR6fR8+81+lizZRlv3pmprtRzYf5bDhzIID/ehpKSKfrH+xP9mAEP9ArkyJAJHO3v+dWQPAKtSk5gVEc3syAHd9E6as5nEeunSpdYOQdiII+cT64QIT+sGImxGfz9X7hoTzvI9mby67hRrH5uAUtnRrwZCCCFEcwqFgkdevo3i3DICIzp3szbnbMeSwEtp6xpI/v4oQweHkB/pQUFd48iusaqe1A4m1QCOzg4Uu9hBtWlToDOKylEqABMG2israltNxvV6I6eOZQMQM70/abpijtSU4j3Jh5yGOlLqL07PTaopI8JFTU11y7NQ1c4OHQ8KSDtxjp++2supQ+n8/X+/N+lc0T10Oj0FBRXk5paTm1tGTk4ZmRnFnDhxjrq6hg73o9cbSE9v/FmqqKjhpb1bW237xNYfmXH2NP+afl2X4zeVzSTWQlxwOLMcgCvCZX21uOiJ6TGsOpzDiRwNa4/mckNCiLVDEkII0YPZ2as6nVQDHNp2sv1GrchKyiEgxpcCtGA0UpTadpLu6umMm48rHoOC0NkrSaqvI6+6Y3tZX0qhUODs5kiNBXbaqMjRwPk6xKW6evjV1lk6jITFBXDm8Dns7VXNEqshg0NI3HAMn0APSvIrOnzN9NO5zL1vEnEjI83yHoTptFodOTmNSXNubhl5uRf+XE5BQQUGg3krt7e3JVu9XkeWptys1+woSayFTSmv0ZJ8vkCVFC4Tl/JxVfPolCj+8VMy//gpmdnxgTjam74+TgghhDCHyEEhnD1xzuTzHNT2RE2NZXdlFSgURLo64xHgjqOrmtzUghbPCZ04gD3aGmiohY4P9DWPN8gb++xqs29faaRxXXZJWilRg8NIK259F59f1GUMNOoJDPQi5VwZOp0BRyd79DWNo9gOjvYABPXzJS+juN1r11TW4eSs7tD+18K8srJKWPvdITZuPEF1K7MQLMHYgekWlVrr1OaSxFrYlIMZjb+Mo/xc8HFtuZCd6Lt+e2Uk/92TSU55Lcv3ZPDQpChrhySEEKKPKi82bacKTz83GsZFkFtdR4GurmlEN726lvQAR5xUzjgO9KGfvSPqkhpyjmVTdb66d6WDAjpZ+NrVyYFoe2fObsvs8PrqjvLu70VGtAofFyd0BmOLSbWbowP2ShUejmqCSw0U1BSSvDsVJzdH1M5qytJKSU5rvKGga9AzeHR/tHU6YoaGkXp+mnlbvlu6nRsfnIK7l4uZ3534tdpaLatXH2TXzhROn86zSgyKDvwU51Rp+M+xAzw4tHsL3kpiLWzK/oxSAEZHdm2fSNE7OTmo+OOsAfzf/47x/pYz3DYyDE8T12QJIYQQXVVdWWvyaLW2roGcmjpaywtq9QZq9QbKtFXgCIrRwUS7uOBXZ6CuC7NpB/r7kLoxxexJtRFwGeFHVVE+VfUtZ/1KhYKB6ToK9qahbTCQeclrtZV11FbWNYurKLecotzy8xcwEpsQQfKRS8+6XG1VPav+vYX5z8ztytsRbTAajWzdeop/f7SFYhNvKJldB36QGwwGq4xaSwk9YVP2pzcm1qP6SWItWnbTiFAGBrqhqdPx3hbT9iAVQgghuqogq4SHJ/6NsqLmG2M5ONozaPYQoq8fjtrp8pu+NZV1mLKAyYiC1OoaduvrOFzd+r7UbYkJ8eXM5tROndsez1B39hXlt9lGqVBQfroQQ4PB5MQ+anAo5zpYJfy7pTuoKO36/uCiZf/+aAuvvPyd9ZNqQO3v2G6bkQEh3T5aDb00sd6xYwdz584lODgYhULBmjVr2my/bds2FArFZY/Tp093T8ACgBqtjhM5jQUrJLEWrVEpFSy6ehAAy/dkkFVievEWIYQQojMatDoWP7ykqcCWu7cLsdcOZcDcYWinRbNbV8uB6ipcZg1k4FXxOF2yrC12Qgz6bozVx8OZmsQCjGYoHqW0UxJ4Wwxhtw4gcm4M/WZE4jUyoN3zhnr7UFvUuZsCaid7qjW17TcE6mq0/O+jLZ26jmhbeXkNW7Z0vlCfObm5O7IruP219zfGxOHm0P1LSntlYl1dXc2wYcN4//33TTovOTmZvLy8pkdMTIyFIhQtOZJVjs5gJNjDkVAvJ2uHI2zY5AF+TIzxpUFv5PWf5AaYEEIIy9Pr9PznLytJPpIBgMpOieOkaPbW1bCvtpoy7cWqYmnVNezR1+E7YxD26saVl6W+zt0Wq0qlJKAKqkrNc/M5fE5/DhcUsK8wn12aAnY3lLC7rOVCaxcM8fOl+NMjpl3IaGTImP7Ej+lPRYlpI9DfL/vF5HXvon15BeU4qG1j9bDPJD8qFG0XG3Cxt2dmRHQ3RdScbfxfMrM5c+YwZ84ck8/z9/fH09PT/AGJDmmaBh7pLdUdRbsWzRnEzjO/8OOxPO6fUMYI2Z5NCCGEBWWl5OHs5sjtT1zF9tUHcU0I40BV28nfsaoqQmYNJCitjCJ9941XB3i5cm5XjlnWVbv4OnO0vtzk8+z3FWCo6/h79vB2wT/Ei+N701p8PWZ4BGdKaogL9yJpV8plr9fXajm0/TTTb+7+KcC92ReaRGprO1k5z4xC+3mzxSWXthZZKxUK3ps2F39n1+4L7NLrW+WqNiohIYGgoCCmT5/O1q2tbzwuLONAhqyvFh0XF+zOLSNCAXj1x1MYjebdJ1EIIYS4VGRcKPOfvZ75i67nqSUPcrCmYyOqObV1HA9yoqDW/HtHtya3WMOAyebZOcNrgDf1DTqTz1M6mLYlpqa85rK16fYOdrh6OuPi7ojO0QGdznDZ/tiXOrT9lMlxitZVNdTzZfph9HqDVeOws1dRNsoeo7LtW0V/HjuVaeHW2zFGEmsgKCiIjz/+mJUrV7Jq1SpiY2OZPn06O3bsaPO8+vp6NBpNs4foHK3OwOGsxi0apCK46Kg/zorF0V7Jwcwyfkpqu4CKEEIIYS4DB4fi6tTxNZwGBd26vhogtVKDUtX1r/rndp/jCq1bh9qqlAqu8PNjxFk9+bvbrub9a35BHqQkXjzH0dmB0Gh/vAPcCYjw5Uxm4wBMUkYJAybEEtLf/7I+tq4+xDcfbDbpuqJ16ZUlAOj11hu86D8kkLqb3TlmV9JqG5VCwR+vmMB9g0c0DbSU1XVsfb459cqp4KaKjY0lNja26fm4cePIzs7mjTfeYNKkSa2et3jxYl588cXuCLHXO5FbQV2DAS9ne6L9rDN9Q/Q8gR6OPDSxP+9uOcNr608zbWAADnZyv1AIIYR5GY1GCkoqKSytIqewnC/WHaKypvu38zFFjKsbqfois/SVsy8Hu0nu6NoYuRzp60ft+jQK0jM6dQ1XD2cKzzUOsri4OeId6En6qTwGjojAztkRihsTJb3eyKm0YobF+JFz9vKq4UsXf4+Ts5q58yd2Kg5xUU5NY5G+0jsVGHHE/xuo1NShUIClJwp6+7riMNGDTer8NmcphLi68960uYwICMZoNHLP+m8prq3mseHjmBs10LJB/ook1q0YO3YsK1asaLPNokWLWLhwYdNzjUZDWFiYpUPrlQ6cX189sp83ynameQhxqYcmR/HF/mwySmpYsTeT306ItHZIQgghepGs/DIWf7KJI6dN27famgaH+5O6qeW1yp1h0BkI9XAno7S81TbKE6VUpJd1+hrObo6o7JQMTOhHWVEl2WcKcHRVo3N2IunMxQR6WIwfRqA4s/Xq0B88/z8cnR2YeduYTscjoL+bLwAFdo2V3Y23OxNXGkyZcz3132qoq2to6/ROUamURE0KZXtAITWKAtpaU22nUPLhjOsZ6hcIwLr0FHbmZDIptB/X9o9t9TxLkaGdVhw5coSgoKA226jVatzd3Zs9ROdcKFw2WtZXCxO5qu1YOHMAAO9uSaWixvy/5IUQQvRdBcWVNp9UBzs50s/VmShXF65wc8Ph4DkCVQb6h7fwvcpoxMHe9BQgpN4eZRsjh/ouJllnTpwjekg4SQfTyT2fNPcfO4DkM81HpauKNCTtOE1+G4k1wNv/9yXb1x7uUkx9nbe6+S49Raoatvtlc8ylkIBr/cx+vX4D/dHf4sX6wFxqFO2v6//DFVc2JdUAW7LS8FA78sqVM61SCLlXJtZVVVUkJiaSmJgIQHp6OomJiWRlZQGNI83z5s1rav/222+zZs0aUlNTSUpKYtGiRaxcuZIFCxZYI/w+x2AwcjCz8Q7nKFlfLTrhtpGhDAhwpbymgX9tO2PtcIToMRYvXsyoUaNwc3PD39+fG264geTk5GZtjEYjf/3rXwkODsbJyYkpU6aQlJTUbt8rV64kLi4OtVpNXFwcq1evttTbEMKiRsWHc/OMYdYOo0X+jmpGVSuoXXeKiu+TKP3+BGfXHiMjKYfC7FLUuubJSXyMHw7F5Xg2NJg8lzd9fRoR3h4tvhbs6Yaqi/Wt6qq1JF+yxjpoVDTHT+Rc1k5l17woml+IFw6O9pe1MxiM/OOJ/7J304muBdaH5dW0Xj9qh082A8YEm+U6Hp7OhF4fys/DS0hTVnTonJEBITwybHSzY1PC+vPttXcS5u5plrhM1SsT64MHD5KQkEBCQgIACxcuJCEhgRdeeAGAvLy8piQbQKvV8tRTTzF06FAmTpzIzp07+fHHH7npppusEn9fk1JYSUVtA84OKgYHy6i/MJ2dSsmiqwcBsGxXBtlm2rdTiN5u+/btPPbYY+zdu5dNmzah0+mYNWsW1dXVTW3+/ve/89Zbb/H+++9z4MABAgMDmTlzJpWVre8Xu2fPHm6//Xbuuecejh49yj333MNtt93Gvn37uuNtCWF2v79rMu6ujtYOA4xG+rs6M9bJldG1ShRb0ziz/2yrzfPOFhIf48fQaF/iov3IOZGNrkFPcW4ZUf18TLw26L4/x9jAwGaHRwcEYViXT3kt9Bse0Zl31SJPJ3v6R10+KmpwccTFvXEkdcAV/cjXK7AP92fwhNjLEmy9zsCrjy7lyC/Jl/Uj2tdWYo0C9gzNx9e/Y4XtWqJUKoidFMaZ2Ua2O7e9lvrX/jF5Dipl81R2btRABnj7djqerlIYZY8as9FoNHh4eFBRUSHTwk2wfE8GL3yXxIRoX1Y8IGthROcYjUbuWbKfnWeKmTssmPfuTLB2SEJYTWc/j4qKivD392f79u1MmjQJo9FIcHAwTz75JH/605+Axh0xAgICeP3113n44Ydb7Of2229Ho9Gwfv36pmOzZ8/Gy8uLL7/80mLxC2FJf3xjNbsS061ybSeVimGOzhQfyqIkr9wsfcZOHMSpNNOKmzk4qHCsqEL1mziSihurNI9z8iP95wwAlCoFMdEB2CkVZO9Po6aiaze6g6L8OVfd8pTgYTF+VNTqyDh3cV23v68LJcezLmvr6OzA29//kYgBgZe9Jlr3Wcp+Xkrc2GabwbW+1Py3HIPBtJQyPNqXvBFwWlVuclwjA0L433V3mXxeZ3X0M6lXjliLnuXC+mrZv1p0hUKhYNHVA1Eo4PujuRzJ6nwBFSH6qoqKxil43t6Nv4/T09PJz89n1qxZTW3UajWTJ09m9+7drfazZ8+eZucAXHXVVa2eI9tXip5gWGyI1a49uKyB5B+OmS2pBjBU1RAV4c3QGD886+oIcYBBIe70C/Nq9ZyB4V5UlVXDD2dRKhSMDAzk7PmkGsCgN5KcnE/SqTzCh4Zfdn5Af3/6Dbv8eGu8+12+pdYFR1OLmiXVGI34OrZcl7muRssrD39KTVX37SXeG0S4tf/dPMmpmKg5Hf+34ermSMTcMLaOLOtUUg3gZGeb9bclsRZWZTQa2Xu28Y7nmP6SWIuuGRzswc0jQgF4dd0pZEKOEB1nNBpZuHAhEyZMID4+HoD8/Mb94QMCApq1DQgIaHqtJfn5+Sads3jxYjw8PJoessOGsEW3zBxOeGDrSaclGUI8cHC0x9XD2Wx9ph7JJH1PCie2n0JTWkVeRjHJB87iqNPh4mLP4Bg/Bod7Ehvli1IJg6P9OLHjNAAV6SVM9gog7/v0Vms2V+SXN/3Z2cOZ4PGx5GgNnCmpIXhg2wWCAfzCfTiVWtDh9zM0NoDkA61Pi88+U8A7//eVfDcwQbxXIKoOTM/+OSSTyLjWb4JcMGB8KFnXqNjimmfStO9fO1VaZJN/j5JYC6tKLqikuEqLk72KhHBPa4cjeoE/zhqAo72SAxll/JTU8Q9kIfq6BQsWcOzYsRanav+6uqrRaGy34qop5yxatIiKioqmR3Z2tonRC2F5zo4O/O2xq7FTdf/X50RNJfop/SkcGUTIdUOJuqKfxa6Vciid2tQ8Tm0/xam9Z0j95TQetXUk72q+Trn4m+Oof1VI7FLVzo74hjeud+03OoqsrMaBFAe1HXmpBbSVFhkBl3A/GrT6DsXs4uzA6V3tr6Pe8cMR1i7d0aE++7paXQP/t38t+g4ksEYlnByvwdWt5ToEIf28cb7Nn/UR+ZQpur7/e7xvABqt7e0jL4m1sKqdqY1bJYyK9G7zl7MQHRXk4cSDE/sD8Nr6U2h1XSxTKkQf8Pjjj7N27Vq2bt1KaGho0/HA80WKfj3SXFhYeNmI9KUCAwNNOke2rxQ9xcDIAB659cpuv65BAcX1WuoNBlKqq7BvJYGxlIqSKgz65p+nTv0DqaltfYut0pIqfGKDGDRlEGnZpU3HtfU6Bk0fjCIyAPXAECImx+Hq5XLZ+aas2a2ursfOvmPfI7/512YMBvlu0JY0TTE3//wpv+S3PgPg1wrtqnG9tnnVeGdnB/pfHc7OsRqOq0pbOdM0V0cO4JaYeDzUNlBM8FcksRZWtTut8e7llVEmVqYUog0PT47C11VNRkkNn+/LbP8EIfooo9HIggULWLVqFVu2bCEyMrLZ65GRkQQGBrJp06amY1qtlu3btzN+/PhW+x03blyzcwA2btzY5jlC9BR3XT2SkYM7vk7Y3K6wc+L0ttNWuz6Au7cLWXntb4uUdCqP42eKqK5qPrp47GQeugY91VX1pKUVEjii+e8eJxcHVJoqHBw6tpZWqVJgZ9+xtqWFGlKOXl7gTFz0+J6VpFSYVtgOYJ9HLrGTG2/ODhgdQv51DmzyyMVgpi2lh/gG8K/p13Ft1EDzdGhmklgLq2nQG9h3fn31ldHWK40veh9XtR0LZw4A4J2fU6lo4466EH3ZY489xooVK/jiiy9wc3MjPz+f/Px8amtrgcbp3E8++SSvvvoqq1ev5sSJE8yfPx9nZ2fuuutiRdZ58+axaNGipudPPPEEGzdu5PXXX+f06dO8/vrrbN68mSeffLK736IQZqdUKnhlwTVMGx1jletn2RlQWmE6+qX8wny6tEb214yaGvoPCiIyNhCMRiIi/chIzCTA2EConYHQgDZmsRiNxEf5Ua2p7fD19vx03AxR905avZ6zmpJOn78t9hz+d4ayPqqAIoX5isW9OH4670y9tmlJUb2+5Wrx1iSJtbCao9nlVGv1eDrbExck0/6Eed02MpQYf1fKaxr4YOsZa4cjhE368MMPqaioYMqUKQQFBTU9vv7666Y2Tz/9NE8++SS/+93vGDlyJDk5OWzcuBE3t4t7l2ZlZZGXl9f0fPz48Xz11VcsXbqUoUOHsmzZMr7++mvGjJEtFUXv4OHmxCuPX8sz98/o9mvn1NTRb6h1C/xVllZ16ryWcvEhkT4Up+Rw9lgW6Sey8fJ2JvlIBkajkdyzheSlF5F3MJWh/TxRtLAyO6a/L2cPmbYNmiTWrcuoKkVn7PxUea1Sz1nnzv18tGVt2inUdnZszjzDjnPpnCnvfPJvKbKPtRnJvpumeWdzKv/cnMLVQwL54O4rrB2O6IW2ni7kvmUHcFAp2bxwMuE+5qumKoQt6+mfRz09ftF3GAxGrlnwEWUdHC21t1MS1z8QpVJBckYRNXVaANxdHHGwV1FcXt2hfka7uGFX00BJagGF2eZZu2oq9cBQqk2YETZ1midhodWsWKFrtn7aSW1HuIOCtGNtT88O7u9Ptvb8k19l6EMivDi517Sb6B9vfZaw6NZrRfRVP2af5Ik9q7rUh3eDN4U1HftZNoWPozMldTX4Obmw+66HsVd2T30m2cda2LxdaY2Fy8ZHyTRwYRlTYv2YEO2LVm/glXUnrR2OEEKIXkapVHDfDWM73F6lVHI0JYcjp86hxMjw2BASBoZQr9ViNBrw93btUD/7qyvZbazDO946e2sHRfrh6NCxpEapVDBpsid/ePA/3H3DEmJimxe4cnJRk1pej8eQCMJjW9+GK/dsIR5VVQwJ90T5qwxGb2+Hm5dpN8/3bJRR65akVhR2uQ+DhcZtfZ2ceTxhHP+ZdWO3JdWmkMRaWEWNVseRrDIAJsj6amEhCoWC56+NQ6VU8FNSAbvOFFs7JCGEEL3MrTOHc/+NY7FvY3cTB3sVQ2KC8HZ34sJs5qpaLYmnz3Hk1DnqtXpKymsw6A0d3s5LpVBQfOycOd6CSeInD+KcQUFJRcfWzz70kIHnnngXtbpxVP+2G5tXmtbrDRiNUFpeh8LbHQdH+1b7qiqv4eTuFCJd7eGS5O3kmSLqPd2JGhZOaJQ/9h0oevbLD0fQNXRsO6++wmg0crQ019phtOqdaddyTf9Y/J0vryJvCySxFlaxP72UBr2REE8nImR6rrCg2EA3fjOmsXrr374/iU4vW2wIIYQwH4VCwYM3j+f79x7i6fum4+fVOOrs4+nCkOggIoO9USkUHE/JJbdI02Zfmuq6tj+njEbi3FwZ7eLGaAdninPKzPlW2qVQKKjUGzHS8cJlySlezZ5PGPkDvn4Xv/tVlNc0bZV19lw5IVdEtZoYR08chFt8BNl1hsumg9fWNZBSWE1mjZ4Bo6PajevM8XMsuuNfpJ/K6fB76c1qdQ0s3LfGpC22WmOJEWsHlYrqBi33bVhJlVbb/glW0LG69EKY2YVttsZH+TRV9xPCUv4wcwDfHc0luaCSL/dncc+4ftYOSQghRC/j6ebETdOHMefKON77cgdZeaUcTDJtWydfT1dyi1tOvqNdnVEeySPvXIYZou2cQVMGceysaUWjEo/UUVvnjJNjTdOxiAg1xUXnnysUeHo6U1xUCcCZrDIGjIkhY08yep2BiEHB2Pt64KiEExll6FvZ37p/uBfqBh1GIyTtTO5QbCf2p7Fgzht8c3wxLt28N7gtyavR8OiubzlRltd+4w6wxExwrV7PzWu/4KaYwQzwts3ZrpJYC6u4MCV3Qoxt/sMQvYunswN/nDmA579L4s1NKcwdFoyns4O1wxJCCNELOTna8/R906nTNrDz8FlSs4pIyy5i5+H2RwLdXNRwftWSnUKB7nyG4mKnwrdMS/I56xQqA4ifNJBEE5NqgMB+fsx95E6Cg1yZM7WawVHJ1Daom15XYKSioqbZOSkZpUSNGYCdSsHZc+U0ZLT/vt3+n737jm+qeh84/rlpk3SnLaWLWTalzKJQUIbKUkQcXxAUwYEiqAwRxfEVEcGBOFBwoeBA+PpDXAwBFRAZQtmrrEILdED3Xjm/PyqR0JaWNm06nvfrFW3uPffc5zQlyXPPuecYHTm449pXATEXmFnzzV/cen9PXNzqXnK97uxRXgpfQ0KO7SYbMxcze7utdA+w74z4VyOJtahyiRm5HDpfeDU2rHk9O0cj6ooR1zfm6+1RRMSl8c76Y7xyR4i9QxJCCFGLORn03NK9Nbd0b83RyDhOn0vkbFzyVY+Jjk3CyeBITm4eIfF5uPi7c1xvxrg1ioiUsq/TbGtturVg7+nEcq1dXWBWKAXnzqfz2TcArdC0BEKub8q5Y/H4+LoReTi2yHEno65tmHtFbvRa9NpPrPx0I1/+/QoOdl4jvKqcTktk3sGNrI6uhMldK3HRqTBJrIX417Z/hoG38nPDtw4PuxFVy9FBx39vD+a+z3bw9Y4oRnZrQmt/99IPFEIIISqoTZAf3739EIdPxbJ2yxE2bD9a7BJdzQxOpG89TXpyBmfyzXCwcNbsjIwcO0T9rwydQ7mS6nq+7mQVFJ0gTCk4cOQcOp2GlmWbtlU0lUuMT2XvlmOE9m5jk3iqowKzmY2xJ9gRf4bFx/+utNm7K2s2mwZuHjR0N5Ve0E7qxiUZUa1sOXEBkGW2RNXr2cKHAe38KDArZv5yCFWJV1SFEEKIy2maRrvmATw9+iZWvPMIfa5rabW/u4s7MasOkXIxjYL8f1OTLDsl1f6N66E3ONKpVxscXY2lH3AlDXKNOiLPlLwih7nATENPG1zkVor8tLLNUn41q77awv5tJ2rl94MCs5lpO39iTfQRvj6xq9KSasAmv7/WXkXzhG4Bjar13EySWIsqpZRiY0RhYt27dX07RyPqohduDcbgqOOvEwmsPxxn73CEEELUQS5OBuZMvJ3H/tMTTYNgD3cu7InCXI1WrvD2N+FRz5W9m48SuWE/IW1LXmP6cg0aFM4C3qSFL0nJmVctazTqOX/m2u/bvlL7Vr4c33O6wvXs3hzB2VPxrFm6jd+/30lBfs1fjis7P4+fow6yMeY4b1w3hCFNQuhUr3LXP1cVGD/gbjByR/O2PNetd5F9fRoFVSSsSidDwUWVOhaXTkxKNkZHHWHN5P5qUfUa13Nh7I1BfPjHSV5ddZhererjpC957VEhhBCiMmiaxoNDu9OqcX0+fPhzkuKvvhRXVdPpdCTEpPy7Iav0JY46tPLl0PoDBPdsjaOPG8Re/T5pV2c9Jjc9yYkVmzgrJiEDR71DietSO+odcNQ7kJ159TbkZOWy9J21ZKZnU8/fxLL56zF5u+Gg1+Hg4ICjXkfzdg0ZNuEWnFzK0YtvY4k5mUSmJXAy9SKRaYmcSkvgdFoCE0N609u/BRtjT7A66jCvhA7Ex6lwGbhe/s3RazpGbfqm0uIqYeL2MrmpUTPm9hnEhUzrv4nbglpze7PqPUxfEmtRpf6IiAcKJy2TZEbYy/g+LVgRfo7oxCwWbDzJlH6t7B2SEEKIOqpnl+ZE3t+Tb+atqZT6nd2MBAbVx9HRkYL8Ak4ciC7TcVnp1kOr447HgP7fFTU8TM409fcg9VwiF07H4+nvxeH1B9CAY39F4NvCF3cfd9LSSx7KnpiciYNW8XTkYmImjTs2RSmFSkgl5rT18POCfDMeWj7NuzTh2MHz5OXml1hXQlzhxYSzJwu/s0ZjPbrt798O89uKnbzw8UO06ti4wrFfC7PZzGevryJifzQ5FLD2zuQi97739Avi+9P78Ta4MKBBG25rFFyknvXnjqHX6cgzV84IiYoMBe/oG4Be58CayGNW2+9q2a5aDwOHWjoUfPPmzdx+++0EBgaiaRo//PBDqcds2rSJ0NBQnJycaNasGR999FHlB1oHbfwnse7b2tfOkYi6zNXoyEuDCz9oPtp0ksiLtltiQgghhLhWg8fcSJ87u1ZK3c1DGnHywFki9pzm1OGzNGrhBxQm3G1Dg2jTpSmBTevj6eOOh7er5bi46AQMTnrL86TzSfj5/ztxVNNATw6v28/ZQ2fJycgl7qR1Ahp/Ih6/rHyMBkfq+7gR8s95rWgagU1tM+dO1Llkos+n4Fi/MEbfht6E3NiaJm0CUErhYnJh3y9/Y8zJqPA5488l8cpDnzJ38tf8b8EGIo+ct0UTrmr/36d4ZuRHnDuTwOHdZzi5+yw3nvenTZqJNmmeNM4q7JH2d3YnPS8HT6Mzjrp/U718s5nlp/bw6JblfHViZ6Ul1VD+oeA3N27Og+26oJTimyP7rPYFuFX/CWdrZY91RkYGHTt25MEHH+Tuu+8utXxkZCS33norY8eO5euvv+avv/5i/Pjx1K9fv0zHi7JJy85j1+nCIUF95P5qYWe3tvfnxpY+/Hn8Ii//dIglD15X7a+ECiGEqJ0867nz7AejAdi4cpdtK7+s99BcoDh7Kp4GQfWJPZvIkfBIq6L1G3gR0j2A7MwcHHQ6srNziYtOJPufCdTq6TXigJC2ARxZv7/UU5/dd4bGnZugkjI5vvEorW/vTETkBZyd9DT3MaE3OKIcbPvZe/psMvWCGxGTmEHMiYu0aFqP1q0LOPRHYbzJMUk06dSMiqbCifGp/PZ/OwH4efGffLThOVw9nK+5nvy8AtJSMsnJyiMnO5fsrDxyc/Ko52ci/lwSGanZbPn1ABt/2QtAPV8Py7GxC/9dt7vN9Q2JGgIrThe289OIbRh1jmTm59LYzQt3vRPfnNzF2YwUKtu1DAXv7BvAC936YHBwpJnJ2/Jd7P+GjGDh3h18eqDw30OgqyTWdjFo0CAGDRpU5vIfffQRjRs35t133wWgbdu27Nq1i7lz50pibUN/nbhIvlnRzMeVJvVcSz9AiEqkaRoz7whhwDub2XzsAmsPxjKofdkmZhFCCCEqw/hZ/+HAthMkxCbbrM4rrxkrs+Jc5IViy144l8SFc//eF92uW3MMBkeO7y8cPh6xJYIWnZtyZO1eypoOR+85UxgHkLb/LB07NCbqeDwRMeeutSlllpCUaWl4ZHQShuPWFxBO7z6Bd4AfiTa6r/1iTDKfzFzJ5Lkjy3xMRloWF2NT2LP1BB+/9rPVPp1O444HerJy8ZYixyWUELOms35F/jh/guyCPHLNVT8B27UMBX+qSw+6+jcsst3byYXnu/Xh51NHaeNdH5Ox+i/RWyuHgl+rbdu20b9/f6ttAwYMYNeuXeTl5ZV4XE5ODqmpqVYPUbLfjhQOA5fZwEV1EeTjymO9mwEw85fDZOSUfM+VEEIIUdncPV149atx3P5gL/wb22aS14osfHRox0lLUg2FyfHpPafLnFRfKfHMBaJPXCC9AktjtW7lS0BOWpnKOjjoCG7iSWZSutX2lLgUCi4k4ObpUu44rrRu+Q7+/v3QVcvkZOfx59r9ZGfm8uW76xh32ztFkmoAs1kVm1RfzZWJdWpetl2Saij7UPAQHz/6NCx5pm9N0xjQpCUvh91cI0YV1soe62sVGxuLn5/1fR9+fn7k5+dz8eJFAgKK78WaM2cOr7zySlWEWOMVmBW/Hy1MrPu1LeYeGyHsZHyfFqzcc46zSVm8//txpg9qa++QhBBC1GFBwQ0YP+s/qFfvIfpEHH//doi/Nxzk4PaTZe4J1Bsc8WvkjYeXKwe3n6zkiK9NQy9n0j1diI669mW2DEZHYjfvx9XHo9Sy9X3dyT98kv1/Hyh2f8K5BDp0as7R/WdttszZ+9OW88Gv0/CsV3i/s1KKpPhUThw8y6Y1B9j22yGyMnLROehsv7SajYfUV0RZ1shuZvJi9g39S02Y72gRTFMPTxtFVrkksf7HlS/qpTeuq73Y06dPZ8qUKZbnqampNGrUqHICrOH2RieRkJGLh5Mj1wV52zscISycDQ7MuL0dj3y5i0V/RnJ3l4a08qv+9/EIIYSo3TRNo3FLfxq39OeecTdzPvICP32xmXXLtpGVUfJM20ZnPbnZeZZZraubY1sjaBjcgDZt/Dl6NPaajvXwcObCuQTyc/IIDAvk/PlkAFq2qE/64UiyUzNpENoKdBC79xSJZ4of8n7J/lV/E9SlGY56PS7e7hSgcSoiltzskkesXk1CXAoP9ZzJdX2DSYhL4cyxWNJTCtfybt6pCVkZhct9VcZ65Smnkmmc5UaUc3rphSuRUmUbJTGz5y10qO9farkufoEVD6qKSGIN+Pv7Extr/Q87Pj4eR0dH6tUreRiO0WjEaLT/GnY1wbrDhTNF9m3ji95B7kAQ1cstwX7c0taPDUfieOmHgyx7tHuNGHIkhBCi7ggMqs+4mXczauqtbPoxnBMHzhJ1PKYweUvOtJTzCfDk3KmrJ5T2dvbwOdThczS9sS2nT10ssZyLiwGD0RFHRx0XL6Rz8UIaDTo05dz+0+j+PoT/dcE4O+k5tnyj5ZjSkukrRe4+ZfW83c0diTgSV0Lp0mVl5LD5lz1Ftjs5G4opbTsXz6Xg9X42AQ82YIev9e9gwGF/or47hc5BR2CIL5nXO/FXQFzRG/CrSKCrO519a07CXFaSWANhYWH8/LP1/Q3r1q2ja9eu6PX6Eo4S12LDP4n1LTIMXFRTL98ezJYTF9gRmcgPe89xZ+eiE2kIIYQQ9ubq4cyto26wPDebzRwNP83mn3fz5y97cDO54NvAi9sf7EX0iTg2/G8H5muZprmKaEDigTO0a98YnbMR7Z/lnw4ei8NcoGjevD4nv9tExj+jSENG9uVcfDq6pML7s1PjktHCj5DvattJrZLOlpzoV0R6Utl6koPbN8CsFCci4sjPu7Z7pDPTcsh8/xSD+jQlslsBGfrCnnfd+bzCuvIKOL3rHOyCgT0bk9/KSL6j4kz9TCJdynbfeml0msblUQe4ujOxSw9OJCew6MAuAt08WHbbcFz1lXuhwR5qZWKdnp7OiRP/Tj8fGRnJ3r178fb2pnHjxkyfPp1z587x5ZdfAjBu3Dg++OADpkyZwtixY9m2bRuLFi3i22+/tVcTapVTF9I5eSEDvYMmE5eJaquRtwtP9G3B3HXHePWXI/Ru5Yu3a+170xdCCFG76HQ6gq9rRvB1zXh0xl2cPHiWgCY+uJkKJ+a6fUwv3nl6KacOnbVzpEVlJGdy9M+jVttah7XEnJHJuY17rO4pP7j0D4zuTiRdNvFZSkwStubbMpD43dGlF7xGTi7GwnHSV+kldtQ7cHjVNvJz83FwdMCvRSCZLh6kp2aV+TxtQgLJi82mxS86Th67QH5eASeKKXfyryj4q/DnFqNaEtnaRon1FVPb9WkUxL1tOgAwKKgVqbk5NKoh90xfq1qZWO/atYu+fftanl+6D3r06NEsXryYmJgYoqKiLPuDgoJYvXo1kydP5sMPPyQwMJD3339fltqykfX/9FZ3C6qHh5OMABDV16O9mvPzvhgi4tJ49ZfDvDO8k71DEqJSbd68mbfeeovw8HBiYmJYuXIlQ4cOtewv6ZaIN998k2eeeabYfYsXL+bBBx8ssj0rKwsnp+q/XIoQNZlOp6Nlh8ZW21q0b8Rr347nif5vkBBb+WsYV9TZg1GknzpX7H3IORWYTbwsgkKbc3hv5VyAiNh9mkYt/Yi7mEFudvGrkDRoUo+TR44DUJBfwPmj0RjbtChT/QYnPY2b1uPgD//OJt7hzhs4fKD0FbuD3LwZ37a51bbixjgUN3leceUKsh0sP3e87D7qUL8GpcZSk9XKxLpPnz5XnTVx8eLFRbb17t2b3bt3V2JUddfqg4X3rw8MKX2CAiHsyeCo4/W723PXwq2s3HOOOzoF0qe1r73DEqLSZGRk0LFjRx588MFiLybHxMRYPV+zZg0PP/xwqReePTw8iIiIsNomSbUQ9uNZz51pH4xm+rD51XJY+OUaN/bm4HHb9xiXhauXO+aYjBL3G531GIx60i67p/1aRB+Po2XHxuSZ4fTxovc4uztbp2Yunq7k5l99orPW7QIxp6VxfOsRjh60ft/VCgpw93QmLfnqPd7NPXy4u32va2iJKI7MIiUq1dmkTPZFJ6NpMKCdJNai+uvc2IsHexSuqfjCyoOky9rWohYbNGgQs2bN4q677ip2v7+/v9Xjxx9/pG/fvjRr1uyq9WqaVuRYIYR9dQhryfjXhmGo7qMH8+33uXv4j/34+JuKbPfycadNx0Y4ZWdSP8CzQuc4vi+K0weiaNLEu3Bo+GWyE61HFGQmZ6A3lNwP2jYkkEM/buHI7/vIz84tsn/fT9vwdiz99ynztdqGJNaiUq39p7f6+qbe1HeXGdRFzTB1QCsaejlzLjmLub9GlH6AEHVAXFwcq1at4uGHHy61bHp6Ok2aNKFhw4YMHjyYPXuKzpArhKh6tz1wA98deoOHXrjD3qFUS+YCM/V9XKy2BXduTOLhUxxcs5Pc7FyibbSM2ZmIGFoE/zszdut2gZz8u+h3Dh+/4tfsbtfOnwOXDfsuSWqs7e9DF8WTxFpUqtUHCocR3to+wM6RCFF2LgZHZt/ZHoAl204TfkY+lIRYsmQJ7u7uJfZuX9KmTRsWL17MTz/9xLfffouTkxM9e/bk+PHjJR6Tk5NDamqq1UMIUTkMTnruefxmHnx+CG4mZ3uHU5Sjfe9UPfz7foLbB9K2nT8B3gb2r/qbgvzCea7TEtJoacNbxPIzC9cjDwkJ4NCPW8jLKtrrHLfjAO3a/5uAO7kYaNHQjX0/bi3TOTKSMwhu3wDfgKI98ZfIEqO2IYm1qDQxKVnsjkoG5P5qUfP0alWfu7s0RCl4dsV+cvKvbckLIWqbzz//nPvuu6/Ue6W7d+/O/fffT8eOHbnxxhv53//+R6tWrZg/f36Jx8yZMweTyWR5NGrUyNbhCyEuo2kawyb0Y/H2V7hvyiBc3KvPHAhHDp6naYj93gMK8gvY/+tuDqzfS/TBqCL79/+6m1YdbLMkZ9KFVJq28OXg2p0llsnNzOHYb7up5+eBj78HHrkZHN24v8znyEzOYP/KP0naF4F3fffiC0lebROSWItKs2p/YW911yZe+HlUnzdsIcrqpcFt8XEzcCI+nQ//OGnvcISwmz///JOIiAgeeeSRaz5Wp9Nx3XXXXbXHevr06aSkpFge0dH2mbhIiLrG1cOZ+5++lcXbZtC6c1N7hwMUJv3u9UvuXa0OTm87TLsujUsvWIqUhHRctPxi74++XFZqJsn7jpJ26ATnj5bv/TErNZML2/cT0MirXMeL0kliLSrND3vPATCkU2ApJYWonjxdDLwyJASAhRtPcDRWhqeKumnRokWEhobSsWPHaz5WKcXevXsJCCj5liCj0YiHh4fVQwhRddy9XJk8bySde7VBp7N/96Xm4FB6ITvKTMlk3y9/49/Iu9x1OLsZCQ4JYP+aXWUqn5OeTUZSernPB+BR30Q9PxMdujWja6/W9OjXjj6DO9G4hV+F6hWFauVyW8L+TsSnc/BcKg46jdvk/mpRg93a3p9+wX6sPxzH5OX7+HFCTwyOck1S1A7p6emcOHHC8jwyMpK9e/fi7e1N48aFvTGpqal89913vP3228XW8cADD9CgQQPmzJkDwCuvvEL37t1p2bIlqampvP/+++zdu5cPP/yw8hskhCi3Jq0CmP3tBBJiU9j4wy5+/34Xpw5VzprOpTl04DzBfTtw7uBpUi5U34vaFw6cxKu+B84mF5zcXDA4G9DpHdE56jArjYICMwUFiry8AvJy88nNziMnO4+ARt6c33ec/b9GVmm8KfHJ1DcW0LVfCH1H3CD3VtuYJNaiUvz4T291r5Y+1HOT2cBFzaVpGq/dGcKu04kciUnlvd+O8cyANvYOSwib2LVrF3379rU8nzJlCgCjR49m8eLFACxbtgylFCNGjCi2jqioKHS6fy82JScn8+ijjxIbG4vJZKJz585s3ryZ66+/vvIaIoSwmXr+Ju4edzN3j7uZ00fP8/v3O/nj+11cjEmushg0TePYkVic3T1o1dSXYztPlH6QHeRk5nDhzIVrPk5dvEByXErpBSvB+iWbWL9kEw56R3r/J8wuMdRWmlKqeq8SX4OkpqZiMplISUmp08PYlFL0fmsjUYmZvHdvJ+7o1MDeIQlRYWsOxPD4N7vRafDduB6ENpF7lET1VdM/j2p6/ELUNmazmQPbTvDbip1sWbWXrPTsKju3yduFhMOnq+x8lc3T14QqyCflYpp946jvwfj3HqLvvT3tGkdNUNbPJBnPKGxud1QSUYmZuBgc6Bcs92yI2mFQ+wDu7NwAs4Kn/7eXzNx8e4ckhBBCVAmdTkfHnq2YMu8+vt37Gi988jAjJw+kbWhQpZ/b16+EmaxrqIBmvnZPqgGSL6Qy5773OHNYJou0FUmshc39b2fh/TgDQ/xxMcjdBqL2mDGkHf4eTpxOyGTO6qP2DkcIIYSockZnAzfc1olRU29j3k9TePuHybTu3KTSzudI7Rlc62pyQZnN9g7DQinFs/1f5c0xH5BbyszkonSSWAubysjJ55f95wEY3lXWIRW1i8lZz1v/6QDAV9vP8MfReDtHJIQQQthX8HXNmLtyMs1DbLO28+WUUiTHJtm8XnvQNA0HBzi6o+SlB+0h4XwS67/cxN31H+LZAa8SH3Xt94yLQpJYC5tatT+GjNwCgnxcuT6o/EsQCFFd3diyPmN6NAXg6e/2EZdadfeZCSGEENWRo96B99c8w0uLHqH/vd1p3bkpzq4Vm7y2RWs/mjcxEX3knI2itC+lFGlJmfYOo0TZGTnsXr+fSTe8RGqC/Yeq10QyTlfY1PJdhfdp/KdrQ5nCX9Razw1qw9+RiRyOSWXSsr18/Ug3HKrBup9CCCGEveh0OnoM7EiPgYXr3ZvNZi6cT+bM0fOcORZr+X/kkXMU5F99OLSj3oGC9EyOh5+sitCrhH+QL7GRcfYOo1QXziaw6pMNjJh+p71DqXEksRY2czwujfAzSTjoNO7pYvvhQEJUF056B+aP7Mzt87ew7VQCCzee4ImbWto7LCGEEKLa0Ol0+DX0xq+hN9ffEmLZnhifyq9Lt3Jo5ykcHB34e8PBIsf6mRxrVVIN4OJuhBqyGNP2VeHc+9xQ6SS7RjIUXNjMV9vPAHBzG198PZzsHI0Qlat5fTdevaPwi8I7G46z83SinSMSQgghqj9vXw9GTBrIrG/G89/Px9JnaGiRMuePx9ohssqVlphh7xDK7Oj2Y8y46y3Wfv67vUOpUSSxFjaRlp3HivDC2cBH/3P/qRC13d2hDbmrcwMKzIqJ3+4hIT3H3iEJIYQQNYaDg46p742i562dcHDU0TYkgLZtfCnIqxlLWjZsFcAb616kUetAAPRXWQ0noFnNWYLWbFZs/XEn7zz2MVP6/BdVQ3ra7U0Sa2ET3+8+R0ZuAc3ru9KjeT17hyNElZk5NIRmPq6cT8nmyW/3kF9QfZbREEIIIao7B0cHnv1wNGMmDyA24iwHNh7EbK7+idxNI3qyYOfrdOwdzODHbuGZz8ez+Nh7OP0zaVujNoFWQ6mjj8XYK9RyMxeYaRrcSIaEl1GtTqwXLFhAUFAQTk5OhIaG8ueff5ZYduPGjWiaVuRx9KisVVsapRRLtp0GCnur5R+fqEvcjI58NCoUF4MDW08m8OavEfYOSQghhKhR9AZH7pl0K1+f+oCPdr/BC0sn8sDL93Dj3d1w1DvYO7wivPxMHPwrgmdumcl74z/DzdONjn2CeX/8IrIzCkevPf3pOKYtnkDjtg3ocnN73Dxd7Bx1+QyZMNDeIdQYtXbysuXLlzNp0iQWLFhAz549+fjjjxk0aBCHDx+mcePGJR4XERGBh4eH5Xn9+vWrItwa7Y+IeE5dyMDN6MidnRvYOxwhqlwrP3fm/qcj47/ZzSebT9G+gYnbOwbaOywhhBCiRtHpdDTv2JTmHZsCEHMqjnoBXqz+7Ddys/PsGxzgHeDFnU8OZMj4Abi4OxfZP/PHZ8jJzCXhfCIJ55NQStGxdzAPzxnJ6k9/45tZ/0dGSvVdcqs4aYnp9g6hxtBULR00361bN7p06cLChQst29q2bcvQoUOZM2dOkfIbN26kb9++JCUl4enpWa5zpqamYjKZSElJsUrOa7thH23j79OJPNqrGc/f2tbe4QhhN6+vOcpHm07irHfg+/E9aBtQd94HRPVS0z+Panr8QgjbSopPYenslfwwf43dYug+OJRnvhiPh7fbNR2XGJvMH8v+IjYynnufvYOzx2N44dbZ5GTlVlKk/3J2c2L4sxWb3XvQwzfh5edpu6BqoLJ+JtXKHuvc3FzCw8N57rnnrLb379+frVu3XvXYzp07k52dTXBwMC+++CJ9+/atzFBrvPAzSfx9OhG9g8ZDPYPsHY4QdvXMgNYcOp/Cn8cv8uhXu/j+8Z7UdzfaOywhhBCiRvPyNfHQrHsxF5j5e/VuEmOTq6wH28HRgS63tOfJDx665qQawNvfk7sn3YbZbCbmVDxGZwMuHs5VkliPenkY/3n69ko/jyhUKxPrixcvUlBQgJ+f9ex7fn5+xMYWP31/QEAAn3zyCaGhoeTk5PDVV19x8803s3HjRnr16lXsMTk5OeTk/DsLcGpqqu0aUUN8vKlwjcE7OzfA3yRLbIm6zUGn8f69nRm64C/OJGTyyJKdfPtod1yuMkuoEEIIIUrn7ObEk/MfgvkPoZQiMzWLxNhkEmOTSYpNJjEumWM7T/LHsr8qPPmZm6cr1w/qRNjtXbluYCdcTRW/P1qn09GghT/gz+w1L/D++E85sv14hestSeO2DbjzqUGVVr8oqlZ/27ty2INSqsShEK1bt6Z169aW52FhYURHRzN37twSE+s5c+bwyiuv2C7gGuZITCrrDscB8GivZnaORojqwcvVwBdjruPuhVvZdzaFp77dy8ejQnHQyaR+QgghhC1omoaryQVXk4tlqatLRjx/J1/O+I7N/7f9mup093aj36he9BjSlXY9W+Oor7w0qUWnIN7dMos1n/3GounfkJZk+zWuJ7z3UKW2QRRVK2cF9/HxwcHBoUjvdHx8fJFe7Kvp3r07x4+XfCVp+vTppKSkWB7R0dHljrkmmrf+GACDOwTQwtfdztEIUX00q+/GZ6O7YnDUseFIHDN+OiRrQAohhBBVoEnbhry0fDILd71O99u64OB49VnFnVyMjHz+Tr46MZ/H542mY592VZKQ6nQ6bnu0H4uOvEfPodfZtO4b7+lOl1s62LROUbpaeRnDYDAQGhrK+vXrufPOOy3b169fzx133FHmevbs2UNAQECJ+41GI0Zj3bx/cv/ZZNYfjkOnwaRbWtk7HCGqndAm3rw3vBPjl+7mq+1nCPB0YnyfFvYOSwghhKgTWnQO4tWfniU7M4eInSc5tDWCQ39F4OzmRK97uqNz0KFz0NH6uubUC/CyW5xeviZeXvEMy17/gS9e/LbCF+KNzgbGzX3ARtGJa1ErE2uAKVOmMGrUKLp27UpYWBiffPIJUVFRjBs3DijsbT537hxffvklAO+++y5NmzalXbt25Obm8vXXX7NixQpWrFhhz2ZUW2+vK+ytHtq5AS18r30iByHqgkHtA3jh1rbMWnWEN9dGYHDQ8ciNctuEEEIIUVWcXIx07B1Mx97B9g6lRJqmMWL6nbQMbcbske9WaImrEc/fhW9jWS7YHmptYj18+HASEhKYOXMmMTExhISEsHr1apo0aQJATEwMUVFRlvK5ublMnTqVc+fO4ezsTLt27Vi1ahW33nqrvZpQbW06doFNxy7gqNOYeHNLe4cjRLX2yI3NSM3O5/3fjjNr1REcdBoPygz6QgghhLhC1/4d+XDn67xy91xO7j19zccHNPOTWcDtqNauY20PdWHdzfwCM4Pe+5Pj8ek8fEMQLw2uvlf/hKgulFK8ve4YH/xxAoCZd7TjgbCm9g1K1Go1/fOopscvhBAVkZmWxXMDXr3mWcNf/ek5ug8OraSo6q6yfibVysnLROX59u8ojsen4+Wi56mbpLdaiLLQNI2n+7fi8T7NAfjvj4f47M9Tdo5KCNi8eTO33347gYGBaJrGDz/8YLV/zJgxaJpm9ejevXup9a5YsYLg4GCMRiPBwcGsXLmykloghBC1j4u7M3PWvEDr65qX+Zhut3WRpNrOJLEWZXYhLYe5/9xbPaVfK0wuejtHJETNoWka0wa05rHehfdYz1p1hBk/HaKggmttClERGRkZdOzYkQ8++KDEMgMHDiQmJsbyWL169VXr3LZtG8OHD2fUqFHs27ePUaNGMWzYMHbs2GHr8IUQotZyNbkyZ+2LtOlWto6sh2ePrOSIRGlkKLgN1faha08s3c0v+2NoF+jBjxN64ugg12WEuFZKKT7ZfIo5a44C0C/Yj/fv7Yyz4erLgQhxLcrzeaRpGitXrmTo0KGWbWPGjCE5OblIT/bVDB8+nNTUVNasWWPZNnDgQLy8vPj2228rLX4hhKiNCvIL+PHDtRz9+zh/fPtXieX6je7NM59PQNO0KoyubpCh4MKmfjsSxy/7Y3DQabxxdwdJqoUoJ03TeKx3cz4Y2RmDo471h+O495NtxKdm2zs0IYq1ceNGfH19adWqFWPHjiU+Pv6q5bdt20b//v2ttg0YMICtW7dWZphCCFErOTg6cNfE22jWvgnObk4lllu/ZBM/L1xXhZGJK0l2JEqVmJHL9O8PAPDwDUGENDDZOSIhar7BHQJZ+kg3vFz07Dubwq3vb2HriYv2DksIK4MGDeKbb77h999/5+2332bnzp3cdNNN5OTklHhMbGwsfn5+Vtv8/PyIjY0t8ZicnBxSU1OtHkIIIf41/NmhDBjTt8T9Op2Gq8mlCiMSV5LEWlyVUopp/7ef+LQcmtd3ZfItrewdkhC1Rtem3nw/vidt/N25mJ7D/Yt28Pqao+TkF9g7NCGAwmHdt912GyEhIdx+++2sWbOGY8eOsWrVqqsed+VQRKXUVYcnzpkzB5PJZHk0atTIJvELIURtoWka4997kDsmDCx2f1CHJtx8341VHJW4nCTW4qq+2n6GDUfiMDjoeH+E3AcqhK0F+biycnxPhndthFnBR5tOcscHfxF+JsneoQlRREBAAE2aNOH48ZKXgPH39y/SOx0fH1+kF/ty06dPJyUlxfKIjo62WcxCCFFbaJrGhPcf4vbHBxTZ16BlgB0iEpeTxFqU6O/IRGb+fBiAZwe1oV2gDAEXojI4Gxx4454OfHR/KPVcDRyNTePuhVuZ9n/7iJN7r0U1kpCQQHR0NAEBJX+BCwsLY/369Vbb1q1bR48ePUo8xmg04uHhYfUQQghRlKZpPPnBw9w+znoui46929kpInGJo70DENXT+eQsxn8TTr5ZMbhDAA/1bGrvkISo9QaG+HNdUy/eWHuU/+06y/92neXHvecZ06MpD90QhJ9HyZOWVDalFPFpOZy+mMGZxEyi/3kkZOSSmJFLUkYuKVl55JsVZqUoMCscdBoeTnrcnRzxcNbj42aksbcLjb1daFLPhZa+7jTydpYZTO0oPT2dEydOWJ5HRkayd+9evL298fb2ZsaMGdx9990EBARw+vRpnn/+eXx8fLjzzjstxzzwwAM0aNCAOXPmADBx4kR69erFG2+8wR133MGPP/7Ihg0b2LJlS5W3TwghaiNN03jig4dRSvHLx4UXMk/ujbRzVEISa1FEcmYuoz//m4vpubQN8ODNezrIF18hqkg9NyNv3tOR4dc1Zs7qI+w6k8THm0/x+V+RDO4QyPDrGtEtyLtS/01m5uZzLC6dozGpHI1N42hs4f+TM/OuqR5zgSIhI5eEjNwSy3i66GnfwESHhia6NvXm+qbeuBrlo6mq7Nq1i759/50MZ8qUKQCMHj2ahQsXcuDAAb788kuSk5MJCAigb9++LF++HHd3d8sxUVFR6HT/DoDr0aMHy5Yt48UXX+Sll16iefPmLF++nG7dulVdw4QQopbT6XQ8+eEjKLNi1acbcHZ3tndIdZ6sY21DtWHdzYycfO77bAd7o5Px8zCy4vEeNPSSGQaFsAelFH9ExLNw40l2nv73nutAkxP9gv3o3bo+oU28MTnry1V/dl4Bpy5kcDw+jRPx6RyPSyciLo3TCRkU98mg06ChV2Fvc2NvFxp5u1DfzYi3qwFvVwMeznr0DhoOOg0HTSPfrEjLzic1O4/UrDziUnM4k5hBVEImpxMyORGfRl6B9YkcdRqdG3sS1tyHm9v40r6BCZ1OLuxdq5r+eVTT4xdCiKpiNpv54f019B15A16+cttmZSjrZ5Ik1jZU078IpGbn8dAXO9l1JglPFz3fPRZGSz/30g8UQlS6vdHJLPs7il/2x5Cek2/ZrmkQVM+Vln5uBJicqedqwNvNgKezAYUir8BMXr4iK6+AuNRs4lJziE/LJjoxk6jETMwlfAL4uBlp4+9e+AjwoI2/Oy183XDS224Cw5z8Ao7FprPvbDL7opPZdiqBs0lZVmX8PIz0C/ajX7A/Yc3qYXCUqUHKosZ/HtXw+IUQQtQekljbQU3+InAxPYcxX/zNwXOpeDg58uXD3ejUyNPeYQkhrpCdV8BfJy6y4Ugc208lEnkxo0L1eTg50srPnZZ+brTwdaeVnxtt/D2o7260UcTXJiohk79OXuTP4xfYFHGBjNx/lx5zNzrSp40vg0L86dvaV1YpuIqa/HkENT9+IYQQtYck1nZQU78IHD6fytgvd3EuOYt6rga+fPh6mQFciBriYnoOR2PSOBaXxoX0HBLTC+9pTsnKRadpGBx16B10GB11+Lob8fVwwt/DiQCTEy383KjvZqy2cyjk5Bew9WQC6w7FseFIHBfSciz7nPUO9G1Tn1vbB9C3ta/cl32Fmvp5dElNj18IIUTtIYm1HdS0LwJKKVbsPsd/fzxIZm4BQT6ufDa6K83ru9k7NCGEsGI2K/aeTebXg7GsPhhDdOK/Q8aNjjr6tC5Msm9u64ebJNk17vPoSjU9fiGEELWHJNZ2UJO+CFxMz+Hlnw6xan8MADe29OGDEV0wuZRvEiQhhKgqSikOnktl9cEYVh+I4UxCpmWfwVFH71b1ubW9Pze39cPDqW6+p9Wkz6Pi1PT4hRBC1B5l/UySy/p1TH6BmW93RvPW2qOkZufjqNOY3K8V43o3x0Fm3hVC1ACaptG+oYn2DU1MG9CawzGprDkQy+oDMZy6mMH6w3GsPxyHwUHHjS19GNQ+gJvb+OLlarB36EIIIYSopSSxriPyC8ysOhDDexuOc+qfyY7aBXow5672dGjoad/ghBCinDRNo12giXaBJp7u34qIuDRW/5Nkn4hP57ej8fx2NB5Ng44NPenVqj69W/nQsaEnjg4yw7gQQgghbEOGgttQdRy6Fp+Wzcrd5/hy2xnOJRfek+jtauCpm1pwf/cm8sVSCFFrHf8nyV5zMIajsWlW+zycHLmhpQ/XN/UmtIk3bQLc0dei98Pq+Hl0LWp6/EIIIWoPuccaWLBgAW+99RYxMTG0a9eOd999lxtvvLHE8ps2bWLKlCkcOnSIwMBApk2bxrhx48p8vuryReBMQgZ//NNLs/VkAgX/LFTr7WpgTI+mPHRDkEzuI4SoU2JTstl8/AKbjl1gy/GLpGTlWe131jvQsZGJ0CZedG7kRZsAdxp4OlfbGdNLU10+j8qrpscvhBCi9qjz91gvX76cSZMmsWDBAnr27MnHH3/MoEGDOHz4MI0bNy5SPjIykltvvZWxY8fy9ddf89dffzF+/Hjq16/P3XffbYcWlE1uvpljcWkcOJfC/rMp7DiVYBnqfUmXxp4Mv64Rd3RqgJNe1n0VQtQ9/iYnhnVtxLCujSgwK/adTeav4xcJj0pi95kkUrPz2X4qke2nEi3HuBkdaeHrRms/d1r5u9O8visNvZxp4Okia2gLIYQQwkqt7bHu1q0bXbp0YeHChZZtbdu2ZejQocyZM6dI+WeffZaffvqJI0eOWLaNGzeOffv2sW3btjKd09ZX2PMKzCRlFK5Jm/jP/y+m5RCVmElUYiZnEjKITswit8BsdZyjTuO6pt7c1MaXm9v60kyWzxJCiBKZzYqTF9IJP5NE+Jkk9p9N4dTFdPIKSv549HY10MDTmQaezvh5GPF2NeLtqv/n/wbquRlwMzrianDExehQ5cPMa3qPb0pKCp6enkRHR9fI+IUQQtQeqampNGrUiOTkZEwmU4nlamWPdW5uLuHh4Tz33HNW2/v378/WrVuLPWbbtm3079/fatuAAQNYtGgReXl56PVVt2TLxoh4nvp2D6nZ+WUqb3LW075B4Qy5HRt60rNFPdzr6BIzQghxrXQ6jZZ+7rT0c+fe6wtHNOUVmDl9MYOIuDSOxaUTEZvKmYRMziVlkZaTT+I/FzwPnEsp0zkMDjpcjA64GhxxNTrgrHfA4KhD76Cz+r/BQceMIe0wOdft9/C0tMJ74hs1amTnSIQQQohCaWlpdS+xvnjxIgUFBfj5+Vlt9/PzIzY2tthjYmNjiy2fn5/PxYsXCQgIKHJMTk4OOTk5lucpKYVfsFJTUysUf0F2JskphXVoGng66/FyNeDlYqCeq55ALxcaeTnTyNuFxl4uNPCyvg9Q5WaRmptVoRiEEKKu83MGv6Zu9GrqBvhbtqdk5XE+OZPzydnEpGSRkJ5LUuY/j4w8EjNzSc7IJSPXTN4/I4qygexMSCz+VFYm9mqIllexpcEufQ7V1EFpgYGBREdH4+7uXqPuc7/Uq1EXe9ql7dJ2aXvdUdfarpQiLS2NwMDAq5arlYn1JVd+GCulrvoBXVz54rZfMmfOHF555ZUi2219hT3KprUJIYSozoLetV1dpV1dr650Oh0NGza0dxjl5uHhUSe+bBZH2i5tr2uk7XWj7WX5LK2VibWPjw8ODg5Feqfj4+OL9Epf4u/vX2x5R0dH6tWrV+wx06dPZ8qUKZbnZrOZxMRE9Ho9jRs3rvFXcWrL1ShpR/Ui7ahepB3Vi63aUdar60IIIYSwjVqZWBsMBkJDQ1m/fj133nmnZfv69eu54447ij0mLCyMn3/+2WrbunXr6Nq1a4n3VxuNRoxGo9U2T09PyxC82nIVR9pRvUg7qhdpR/Ui7fhXTeypFkIIIWqqqp2mtApNmTKFzz77jM8//5wjR44wefJkoqKiLOtST58+nQceeMBSfty4cZw5c4YpU6Zw5MgRPv/8cxYtWsTUqVPt1QQhhBBC1CBGo5GXX365yEX3ukDaLm2va6TtdbPtV1Nrl9sCWLBgAW+++SYxMTGEhITwzjvv0KtXLwDGjBnD6dOn2bhxo6X8pk2bmDx5MocOHSIwMJBnn33Wkohfi5q+zMkl0o7qRdpRvUg7qhdphxBCCCHsqVYOBb9k/PjxjB8/vth9ixcvLrKtd+/e7N69u8LnrS1XcaQd1Yu0o3qRdlQv0g4hhBBC2FOt7rEWQgghhBBCCCEqW629x1oIIYQQQgghhKgKklgLIYQQQgghhBAVIIm1EEIIIcQ1eu211+jRowcuLi54enoWW2bixImEhoZiNBrp1KlTkf2nT59G07Qij7Vr11Zu8BVki7YDHDhwgN69e+Ps7EyDBg2YOXMm1fkOxbK0Oyoqittvvx1XV1d8fHx46qmnyM3Nteyvza95aW2Hmveal2T37t3069cPT09P6tWrx6OPPkp6erpVmeJe548++shOEdtOWdpelr+F2kgS66uoyjeRTZs2ERoaipOTE82aNSv2H96KFSsIDg7GaDQSHBzMypUrbdbW4ixYsICgoCCcnJwIDQ3lzz//rNTzXW7z5s3cfvvtBAYGomkaP/zwg9V+pRQzZswgMDAQZ2dn+vTpw6FDh6zK5OTk8OSTT+Lj44OrqytDhgzh7NmzVmWSkpIYNWoUJpMJk8nEqFGjSE5OtipT3jeHOXPmcN111+Hu7o6vry9Dhw4lIiKixrVj4cKFdOjQwbKublhYGGvWrKlRbSjOnDlz0DSNSZMm1ai2zJgxo8gHtb+/f41qwyXnzp3j/vvvp169eri4uNCpUyfCw8NrVFuaNm1a7JenCRMm1Jg2iPLJzc3lP//5D48//niJZZRSPPTQQwwfPvyqdW3YsIGYmBjL46abbrJ1uDZli7anpqbSr18/AgMD2blzJ/Pnz2fu3LnMmzevssKusNLaXVBQwG233UZGRgZbtmxh2bJlrFixgqeffrpI2dr2mpel7TXxNS/O+fPnueWWW2jRogU7duxg7dq1HDp0iDFjxhQp+8UXX1i9zqNHj676gG2oLG2/ln8HtY4SJfrvf/+r5s2bp6ZMmaJMJlOR/fn5+SokJET17dtX7d69W61fv14FBgaqJ554wlImJSVF+fn5qXvvvVcdOHBArVixQrm7u6u5c+daypw6dUq5uLioiRMnqsOHD6tPP/1U6fV69X//93+WMlu3blUODg5q9uzZ6siRI2r27NnK0dFRbd++vVLavmzZMqXX69Wnn36qDh8+rCZOnKhcXV3VmTNnKuV8V1q9erV64YUX1IoVKxSgVq5cabX/9ddfV+7u7mrFihXqwIEDavjw4SogIEClpqZayowbN041aNBArV+/Xu3evVv17dtXdezYUeXn51vKDBw4UIWEhKitW7eqrVu3qpCQEDV48GDL/rK8xiUZMGCA+uKLL9TBgwfV3r171W233aYaN26s0tPTa1Q7fvrpJ7Vq1SoVERGhIiIi1PPPP6/0er06ePBgjWnDlf7++2/VtGlT1aFDBzVx4kTL9prQlpdfflm1a9dOxcTEWB7x8fE1qg1KKZWYmKiaNGmixowZo3bs2KEiIyPVhg0b1IkTJ2pUW+Lj461ei/Xr1ytA/fHHHzWmDaJivvjii2K/I1zu5ZdfVh07diyyPTIyUgFqz549lRJbZatI2xcsWKBMJpPKzs62bJszZ44KDAxUZrPZxpHaVkntXr16tdLpdOrcuXOWbd9++60yGo0qJSVFKVV7X/OytL0mv+aX+/jjj5Wvr68qKCiwbNuzZ48C1PHjxy3bivv+WtOVpe1l+VuorSSxLoPKfhOZNm2aatOmjVXdjz32mOrevbvl+bBhw9TAgQOtygwYMEDde++9FW5fca6//no1btw4q21t2rRRzz33XKWc72qufGMym83K399fvf7665Zt2dnZymQyqY8++kgppVRycrLS6/Vq2bJlljLnzp1TOp1OrV27Viml1OHDhxVgdXFi27ZtClBHjx5VStn2zSE+Pl4BatOmTTW6HUop5eXlpT777LMa2Ya0tDTVsmVLtX79etW7d29LYl1T2lLSl9Sa1AallHr22WfVDTfcUOL+mtSWy02cOFE1b95cmc3mGtsGcW1skVg3atRI1a9fX/Xo0UN99913lRNoJahI20eNGqWGDBlitW337t0KUKdOnbJhlLZXUrtfeukl1aFDB6ttiYmJClC///67Uqr2vuZlaXtNfs0v9/7776uGDRtabTt69KgC1BdffGHZBqgGDRqoevXqqa5du6qFCxdaJaQ1UVnaXpa/hdpKhoJXwLZt2wgJCSEwMNCybcCAAeTk5FiGM27bto3evXtbrUk6YMAAzp8/z+nTpy1l+vfvb1X3gAED2LVrF3l5eVcts3XrVpu3Kzc3l/Dw8CLn69+/f6Wc71pFRkYSGxtrFZ/RaKR3796W+MLDw8nLy7MqExgYSEhIiKXMtm3bMJlMdOvWzVKme/fumEwmqzKlvcZllZKSAoC3t3eNbUdBQQHLli0jIyODsLCwGtmGCRMmcNttt3HLLbdYba9JbTl+/DiBgYEEBQVx7733curUqRrXhp9++omuXbvyn//8B19fXzp37synn35q2V+T2nJJbm4uX3/9NQ899BCaptXINoiq5ebmxrx58/i///s/Vq9ezc0338zw4cP5+uuv7R1apYuNjcXPz89q26XnsbGx9gipwoprk5eXFwaDwdKm2vqal6XtteU1v+mmm4iNjeWtt94iNzeXpKQknn/+eQBiYmIs5V599VW+++47NmzYwL333svTTz/N7Nmz7RW2TZSl7WX5W6itJLGuAFu9iZRUJj8/n4sXL161TGX8gV68eJGCgoIqO9+1uhTD1eKLjY3FYDDg5eV11TK+vr5F6vf19b3qa1OeNwelFFOmTOGGG24gJCSkxrXjwIEDuLm5YTQaGTduHCtXriQ4OLhGtQFg2bJl7N69mzlz5hTZV1Pa0q1bN7788kt+/fVXPv30U2JjY+nRowcJCQk1pg0Ap06dYuHChbRs2ZJff/2VcePG8dRTT/Hll19a6q8pbbnkhx9+IDk52XKvWU1sQ11X3BwGVz527dpls/P5+PgwefJkrr/+erp27crMmTMZP348b775ps3OUVZV3XYonNzpcuqf+Weu3F6ZbN3u4mJXSlm21+bXvLS2F1fGHq95Scr6+2jXrh1Llizh7bffxsXFBX9/f5o1a4afnx8ODg6W+l588UXCwsLo1KkTTz/9NDNnzuStt96yYwtLZuu2l+VvoTZytHcAVW3GjBm88sorVy2zc+dOunbtWqb6bPUmUt4ylfkHWtXnu1blia+016a8ZUrzxBNPsH//frZs2VJkX01oR+vWrdm7dy/JycmsWLGC0aNHs2nTphrVhujoaCZOnMi6detwcnIqsVx1b8ugQYMsP7dv356wsDCaN2/OkiVL6N69e41oA4DZbKZr166Wq/edO3fm0KFDLFy4kAceeKDEc1THtlyyaNEiBg0aZNVrXFzd1bkNdd0TTzzBvffee9UyTZs2rdQYunfvzmeffVap5yhOVbfd39+/yEWf+Ph4oOjFqMpky3b7+/uzY8cOq21JSUnk5eVdtU214TUvS9ury2tekmv5fYwcOZKRI0cSFxeHq6srmqYxb948goKCSjy2e/fupKamEhcXVy3aezlbtr28/w5qgzqXWFfHN5GSyjg6OlKvXr2rlqmMP1AfHx8cHByq7HzX6tIMyLGxsQQEBFi2Xx6fv7+/ZYjK5T1B8fHx9OjRw1ImLi6uSP0XLlywqqeibw5PPvkkP/30E5s3b6Zhw4Y1sh0Gg4EWLVoA0LVrV3bu3Ml7773Hs88+W2PaEB4eTnx8PKGhoZZtBQUFbN68mQ8++MAyY3tNaMvlXF1dad++PcePH2fo0KE1pg0BAQEEBwdbbWvbti0rVqyw1F9T2gJw5swZNmzYwPfff2/ZVtPaIAo//3x8fOwaw549e6z+XqpKVbc9LCyM559/ntzcXAwGAwDr1q0jMDCw0i9eXM6W7Q4LC+O1114jJibG8hquW7cOo9Fo9dlzpdrwmpel7dXlNS9JeX4fl95fP//8c5ycnOjXr1+JZffs2YOTk1OJKw3Zky3bXt5/B7VCJd6/XWuUNnnZ+fPnLduWLVtWZPIyT09PlZOTYynz+uuvF5m8rG3btlZ1jxs3rsjkZYMGDbIqM3DgwEqdvOzxxx+32ta2bdtqNXnZG2+8YdmWk5NT7IRAy5cvt5Q5f/58sRMC7dixw1Jm+/btxU4IdLXXuCRms1lNmDBBBQYGqmPHjhW7vya0ozg33XSTGj16dI1qQ2pqqjpw4IDVo2vXrur+++9XBw4cqFFtuVx2drZq0KCBeuWVV2pUG0aMGFFk8rJJkyapsLAwpVTN+/fx8ssvK39/f5WXl2fZVtPaIK7NmTNn1J49e9Qrr7yi3Nzc1J49e9SePXtUWlqapczx48fVnj171GOPPaZatWplKXPpO8HixYvVN998ow4fPqyOHj2q3nrrLaXX69W8efPs1awysUXbk5OTlZ+fnxoxYoQ6cOCA+v7775WHh4fVqinVTWntvjQ7/80336x2796tNmzYoBo2bGg1O39tfc3L0vaa+JqXZP78+So8PFxFRESoDz74QDk7O6v33nvPsv+nn35Sn3zyiTpw4IA6ceKE+vTTT5WHh4d66qmn7Bi1bZTW9rL8LdRWklhfRVW9iVxabmvy5Mnq8OHDatGiRUWW2/rrr7+Ug4ODev3119WRI0fU66+/XiXLbS1atEgdPnxYTZo0Sbm6uqrTp09XyvmulJaWZvl9A2revHlqz549luW+Xn/9dWUymdT333+vDhw4oEaMGFHsEjYNGzZUGzZsULt371Y33XRTsUvYdOjQQW3btk1t27ZNtW/fvtglbMrz5vD4448rk8mkNm7caLUcT2ZmpqVMTWjH9OnT1ebNm1VkZKTav3+/ev7555VOp1Pr1q2rMW0oyeWzgteUtjz99NNq48aN6tSpU2r79u1q8ODByt3d3fJvsya0QanCJc8cHR3Va6+9po4fP66++eYb5eLior7++usa9XoopVRBQYFq3LixevbZZ4vsqyltENdu9OjRCijyuLTUmlKF7zHFlYmMjFRKFSZZbdu2VS4uLsrd3V2Fhoaqr776yj4Nuga2aLtSSu3fv1/deOONymg0Kn9/fzVjxoxqvexSWdp95swZddtttylnZ2fl7e2tnnjiCauVYWrza15a25Wqea95SUaNGqW8vb2VwWBQHTp0UF9++aXV/jVr1qhOnTopNzc35eLiokJCQtS7775rdfG1piqt7UqV7W+hNpLE+iqq8k1k48aNqnPnzspgMKimTZuqhQsXFonnu+++U61bt1Z6vV61adNGrVixolLafcmHH36omjRpogwGg+rSpYtlmaiq8McffxT7ux89erRSqrAn6FIPkdFoVL169VIHDhywqiMrK0s98cQTytvbWzk7O6vBgwerqKgoqzIJCQnqvvvuU+7u7srd3V3dd999KikpyapMed8cioufK5ZiqAnteOihhyx/B/Xr11c333yzJamuKW0oyZWJdU1oy6V1kPV6vQoMDFR33XWXOnToUI1qwyU///yzCgkJUUajUbVp00Z98sknVvtrSlt+/fVXBaiIiIgi+2pKG4QQQghRMZpS/8ySJYQQQgghhBBCiGsmy20JIYQQQgghhBAVIIm1EEIIIYQQQghRAZJYCyGEEEIIIYQQFSCJtRBCCCGEEEIIUQGSWAshhBBCCCGEEBUgibUQQgghhBBCCFEBklgLIYQQQgghhBAVIIm1EEIIIYQQQghRAZJYCyGEEEIIIYQQFSCJtRB1zJgxY9A0DU3T0Ov1NGvWjKlTp5KRkWEps2LFCvr06YPJZMLNzY0OHTowc+ZMEhMTLWVyc3N566236NKlC66urphMJjp27MiLL77I+fPnSzyfn58f/fr14/PPP8dsNlvF1rRpU0tZFxcXQkJC+Pjjjy37v//+e/r160f9+vXx8PAgLCyMX3/9tUgbV6xYQXBwMEajkeDgYFauXFmkzIIFCwgKCsLJyYnQ0FD+/PNPq/1KKWbMmEFgYCDOzs706dOHQ4cOXfsvXAghhBBC1HqSWAtRBw0cOJCYmBhOnTrFrFmzWLBgAVOnTgXghRdeYPjw4Vx33XWsWbOGgwcP8vbbb7Nv3z6++uorAHJycujXrx+zZ89mzJgxbN68mfDwcN58800SEhKYP39+sec7ffo0a9asoW/fvkycOJHBgweTn59vVXbmzJnExMSwf/9+hg4dyrhx41i+fDkAmzdvpl+/fqxevZrw8HD69u3L7bffzp49eyzHb9u2jeHDhzNq1Cj27dvHqFGjGDZsGDt27LCUWb58OZMmTeKFF15gz5493HjjjQwaNIioqChLmTfffJN58+bxwQcfsHPnTvz9/enXrx9paWm2fTGEEEIIIUTNp4QQdcro0aPVHXfcYbXtkUceUf7+/mrHjh0KUO+++26xxyYlJSmllJozZ47S6XRq9+7dxZYzm81XPZ9SSv32228KUJ9++qllW5MmTdQ777xjVa5ly5bq3nvvLbE9wcHB6pVXXrE8HzZsmBo4cKBVmQEDBljVcf3116tx48ZZlWnTpo167rnnLPH7+/ur119/3bI/OztbmUwm9dFHH5UYixBCCCGEqJukx1oIgbOzM3l5eXzzzTe4ubkxfvz4Yst5enoC8O2339KvXz86d+5cbDlN00o950033UTHjh35/vvvr1rOycmJvLy8YveZzWbS0tLw9va2bNu2bRv9+/e3KjdgwAC2bt0KFA5hDw8PL1Kmf//+ljKRkZHExsZalTEajfTu3dtSRgghhBBCiEsksRaijvv7779ZunQpN998M8ePH6dZs2bo9fqrHnPs2DFat25tte3OO+/Ezc0NNzc3evToUaZzt2nThtOnTxe7Lz8/n8WLF3PgwAFuvvnmYsu8/fbbZGRkMGzYMMu22NhY/Pz8rMr5+fkRGxsLwMWLFykoKLhqmUv/v1oZIYQQQgghLpHEWog66JdffsHNzQ0nJyfCwsLo1asX8+fPRylVpt5mKNorvWDBAvbu3ctDDz1EZmZmmeoo7nzPPvssbm5uODs7M2HCBJ555hkee+yxIsd+++23zJgxg+XLl+Pr63vV2Io7j63KCCGEEEII4WjvAIQQVa9v374sXLgQvV5PYGCgpYe6VatWbNmyhby8vKv2Wrds2ZKjR49abQsICACwGpZdmiNHjhAUFGS17ZlnnmHMmDG4uLgQEBBQbCK7fPlyHn74Yb777jtuueUWq33+/v5FepXj4+Mtvc8+Pj44ODhctYy/vz9Q2HN9qV1XlhFCCCGEEOIS6bEWog5ydXWlRYsWNGnSxCqBHjlyJOnp6SxYsKDY45KTkwEYMWIE69evt5qN+1r9/vvvHDhwgLvvvttqu4+PDy1atCAwMLDYpPrbb79lzJgxLF26lNtuu63I/rCwMNavX2+1bd26dZbh6QaDgdDQ0CJl1q9fbykTFBSEv7+/VZnc3Fw2bdpU5mHuQgghhBCi7pAeayGERbdu3Zg2bRpPP/00586d48477yQwMJATJ07w0UcfccMNNzBx4kQmT57MqlWruOmmm5gxYwY33ngjXl5eHDt2jDVr1uDg4GBVb05ODrGxsRQUFBAXF8fatWuZM2cOgwcP5oEHHihzfN9++y0PPPAA7733Ht27d7f0Ojs7O2MymQCYOHEivXr14o033uCOO+7gxx9/ZMOGDWzZssVSz5QpUxg1ahRdu3YlLCyMTz75hKioKMaNGwcUDgGfNGkSs2fPpmXLlrRs2ZLZs2fj4uLCyJEjK/prFkIIIYQQtYwk1kIIK2+88QahoaF8+OGHfPTRR5jNZpo3b84999zD6NGjgcKZun/77TfeffddvvjiC6ZPn47ZbCYoKIhBgwYxefJkqzrXrl1LQEAAjo6OeHl50bFjR95//31Gjx6NTlf2gTMff/wx+fn5TJgwgQkTJli2jx49msWLFwPQo0cPli1bxosvvshLL71E8+bNWb58Od26dbOUHz58OAkJCZY1s0NCQli9ejVNmjSxlJk2bRpZWVmMHz+epKQkunXrxrp163B3dy/Pr1UIIYQQQtRimlJK2TsIIYQQQgghhBCippJ7rIUQQgghhBBCiAqQxFoIIYQQQgghhKgASayFEEIIIYQQQogKkMRaCCGEEEIIIYSoAEmshRBCCCGEEEKICpDEWgghhBBCCCGEqABJrIUQQgghhBBCVAsbN25E0zSSk5PtHco1kcRaCCGEEEIIISrJmDFj0DQNTdPQ6/U0a9aMqVOnkpGRYbNzLF68mD59+pT7+EvxaZqGu7s7Xbt25fvvv7dZfHWBJNZCCCGEEEIIUYkGDhxITEwMp06dYtasWSxYsICpU6faOywrX3zxBTExMezcuZOOHTvyn//8h23btpWrrtzcXBtHV/1JYi2EEEIIIYQQlchoNOLv70+jRo0YOXIk9913Hz/88AMASinefPNNmjVrhrOzMx07duT//u//LMdeGhr922+/0bVrV1xcXOjRowcRERElnm/jxo1cf/31uLq64unpSc+ePTlz5sxVY/T09MTf3582bdrw0Ucf4eTkxE8//URBQQEPP/wwQUFBODs707p1a9577z2rY8eMGcPQoUOZM2cOgYGBtGrVCoCvv/6arl274u7ujr+/PyNHjiQ+Pt7q2NWrV9OqVSucnZ3p27cvp0+fLhLb1q1b6dWrF87OzjRq1IinnnrKpj3+tiCJtRBCCCGEEEJUIWdnZ/Ly8gB48cUX+eKLL1i4cCGHDh1i8uTJ3H///WzatMnqmBdeeIG3336bXbt24ejoyEMPPVRs3fn5+QwdOpTevXuzf/9+tm3bxqOPPoqmaWWOT6/X4+joSF5eHmazmYYNG/K///2Pw4cP89///pfnn3+e//3vf1bH/Pbbbxw5coT169fzyy+/AIU916+++ir79u3jhx9+IDIykjFjxliOiY6O5q677uLWW29l7969PPLIIzz33HNW9R44cIABAwZw1113sX//fpYvX86WLVt44oknytyeqqAppZS9gxBCCCGEEEKI2mjMmDEkJydbeqj//vtvbr31Vm6++WY+//xzfHx8+P333wkLC7Mc88gjj5CZmcnSpUvZuHEjffv2ZcOGDdx8881AYS/vbbfdRlZWFk5OTlbnS0xMpF69emzcuJHevXuXKUZN01i5ciVDhw4lJyeHt956i5deeonVq1czaNCgIuUnTJhAXFycpWd9zJgxrF27lqioKAwGQ4nn2blzJ9dffz1paWm4ubnx/PPP88MPP3Do0CFL4v/cc8/xxhtvkJSUhKenJw888ADOzs58/PHHlnq2bNlC7969ycjIKNJ+e3G0dwBCCCGEEEIIUZv98ssvuLm5kZ+fT15eHnfccQfz58/n8OHDZGdn069fP6vyubm5dO7c2Wpbhw4dLD8HBAQAEB8fT+PGja3KeXt7M2bMGAYMGEC/fv245ZZbGDZsmOWYkowYMQIHBweysrIwmUzMnTvXklR/9NFHfPbZZ5w5c4asrCxyc3Pp1KmT1fHt27cvklTv2bOHGTNmsHfvXhITEzGbzQBERUURHBzMkSNH6N69u1Vv+uUXGADCw8M5ceIE33zzjWWbUgqz2UxkZCRt27a9aruqiiTWQgghhBBCCFGJ+vbty8KFC9Hr9QQGBqLX6wGIjIwEYNWqVTRo0MDqGKPRaPX80jGAJRG9lKhe6YsvvuCpp55i7dq1LF++nBdffJH169fTvXv3EmN85513uOWWW/Dw8MDX19ey/X//+x+TJ0/m7bffJiwsDHd3d9566y127Nhhdbyrq6vV84yMDPr370///v35+uuvqV+/PlFRUQwYMMAyuVlZBk+bzWYee+wxnnrqqSL7rryoYE+SWAshhBBCCCFEJXJ1daVFixZFtgcHB2M0GomKiirzsO2y6ty5M507d2b69OmEhYWxdOnSqybW/v7+xcb4559/0qNHD8aPH2/ZdvLkyVLPf/ToUS5evMjrr79Oo0aNANi1a5dVmeDgYMsQ+Uu2b99u9bxLly4cOnSo2NiqE5m8TAghhBBCCCHswN3dnalTpzJ58mSWLFnCyZMn2bNnDx9++CFLliwpV52RkZFMnz6dbdu2cebMGdatW8exY8fKPWS6RYsW7Nq1i19//ZVjx47x0ksvsXPnzlKPa9y4MQaDgfnz53Pq1Cl++uknXn31Vasy48aN4+TJk0yZMoWIiAiWLl3K4sWLrco8++yzbNu2jQkTJrB3716OHz/OTz/9xJNPPlmu9lQW6bG2IbPZzPnz53F3d7+mWfeEEEIIW1JKkZaWRmBgIDqdXEMXQojq7NVXX8XX15c5c+Zw6tQpPD096dKlC88//3y56nNxceHo0aMsWbKEhIQEAgICeOKJJ3jsscfKVd+4cePYu3cvw4cPR9M0RowYwfjx41mzZs1Vj6tfvz6LFy/m+eef5/3336dLly7MnTuXIUOGWMo0btyYFStWMHnyZBYsWMD111/P7NmzrWY879ChA5s2beKFF17gxhtvRClF8+bNGT58eLnaU1lkVnAbOnv2rGWYgxBCCGFv0dHRNGzY0N5hCCGEELWe9FjbkLu7O1D4RcbDw8PO0QghhKirUlNTadSokeVzSQghhBCVSxJrG7o0/NvDw0MSayGEEHYntyUJIYQQVUNuvBJCCCGEEEIIISpAEmshhBBCCCGEEKICJLEWQgghhBBCCCEqQBJrIYQQQgghhBCiAmTyMiGEEEIIIYQAzGYz58+fx93dXSaArEOUUqSlpREYGIhOV76+Z0mshRBCCCGEqGMyMjJYunQpW7duJTY2Fk3T8PPzo2fPnowYMQJXV1d7h2gX58+fp1GjRvYOQ9hJdHQ0DRs2LNexmlJK2TieOis1NRWTyURKSoostyWEEMJu5PNICHE1hw8fpl+/fmRmZtK7d2/8/PxQShEfH8+mTZtwdXVl3bp1BAcH2zvUKpeSkoKnpyfR0dHy/lmHpKam0qhRI5KTkzGZTOWqQ3qshRBCCCGEqEMmTJhAr169WLJkCQaDwWpfbm4uY8aMYcKECfzxxx92itB+Lg3/9vDwkMS6DqrI8H9JrIUQQgghhKhDduzYwa5du4ok1QAGg4Hnn3+e66+/3g6RCVFzSWIthBBC1AChz3xZ5rJ/vDS08gIRV6VULpiTwZwCmobm2MLeIQlRhJeXF8ePHy9xqPeJEyfw8vKq4qiEqHrRB/oCkJaeX+G6ZLktIYQQQogrKFWAMieh8k+jcveisv9AZf2AyliMOe1dzCkzMCdPwpw4BvPFoZjj+2KO64yKC0FduAGVcCeYM+zdDCGKNXbsWEaPHs3cuXPZt28fsbGxxMXFsW/fPubOnctDDz3EY489Vqa6ZsyYgaZpVg9/f3/LfqUUM2bMIDAwEGdnZ/r06cOhQ4es6sjJyeHJJ5/Ex8cHV1dXhgwZwtmzZ63KJCUlMWrUKEwmEyaTiVGjRpGcnGxVJioqittvvx1XV1d8fHx46qmnyM3NLd8vSYhrJD3WQgghhKj1lMr/pyc58Z9HApgTUeZEMCdZbcOcCCoFMJf/hMbeaIaOtgpfCJuaMWMGzs7OzJs3j2nTplnuK1VK4e/vz3PPPce0adPKXF+7du3YsGGD5bmDg4Pl5zfffJN58+axePFiWrVqxaxZs+jXrx8RERG4u7sDMGnSJH7++WeWLVtGvXr1ePrppxk8eDDh4eGWukaOHMnZs2dZu3YtAI8++iijRo3i559/BqCgoIDbbruN+vXrs2XLFhISEhg9ejRKKebPn1+xX5gQZSCJtRBCCCFqNZW1EpXyHFA1C6FE5F/HBXN7Qt0zcHWsm0sWierv2Wef5dlnnyUyMpLY2FgA/P39CQoKuua6HB0drXqpL1FK8e677/LCCy9w1113AbBkyRL8/PxYunQpjz32GCkpKSxatIivvvqKW265BYCvv/6aRo0asWHDBgYMGMCRI0dYu3Yt27dvp1u3bgB8+umnhIWFERERQevWrVm3bh2HDx8mOjqawMBAAN5++23GjBnDa6+9JhORiUonQ8GFEEIIUbvpO1JVfQnpZm/eOO/MorM7eWL3JOYceZPVMWs5nxWDrHAqqqOgoCDCwsIICwsrV1INcPz4cQIDAwkKCuLee+/l1KlTAJakvX///payRqOR3r17s3XrVgDCw8PJy8uzKhMYGEhISIilzLZt2zCZTJakGqB79+6YTCarMiEhIZakGmDAgAHk5OQQHh5ernYJcS2kx1oIIYQQtZrm2AzlOhYyFlT6uTbm9EFxAQAzZo6mRXA0LYLl0d/ha/Slk2cHOnl2pLV7Kxx18jVM2M/Zs2dZuHAhW7duJTY2Fk3T8PPzo0ePHowbN45GjRqVqZ5u3brx5Zdf0qpVK+Li4pg1axY9evTg0KFDlp5wPz8/q2P8/Pw4c+YMALGxsRgMhiKTpfn5+VmOj42NxdfXt8i5fX19rcpceR4vLy8MBoOlTHFycnLIycmxPE9NTS1Tu4W4kryjCyGEEKLW09wmgM4dlf4+qKxKOUeKqs+PF5NK3B+fE8+6uA2si9uAk86J9qZ2dPLsSAfP9njoZZiqqDpbtmxh0KBBNGrUiP79+9O/f3+UUsTHx/PDDz8wf/581qxZQ8+ePUuta9CgQZaf27dvT1hYGM2bN2fJkiV0794dKLo2sFKq1PWCryxTXPnylLnSnDlzeOWVV64aixBlIYm1EEIIIWo9TdOD68OogvOQ+VWlnMOdC3g4upCYV3qPV7Y5m51J4exMCkdDo5lrEJ28OtLJsyONnBuWmnQIURGTJ0/mkUce4Z133ilx/6RJk9i5c+c11+3q6kr79u05fvw4Q4cOBQp7kwMCAixl4uPjLb3L/v7+5ObmkpSUZNVrHR8fT48ePSxl4uLiipzrwoULVvXs2LHDan9SUhJ5eXlFerIvN336dKZMmWJ5npqaWubeeiEuJ/dYCyGEEKLO0AxhlVa3ToNAo9s1H6dQnMw4xYqzK3np4Aym7JvGktNfsS95P7lmWSpI2N7BgwcZN25cifsfe+wxDh48WK66c3JyOHLkCAEBAQQFBeHv78/69est+3Nzc9m0aZMlaQ4NDUWv11uViYmJ4eDBg5YyYWFhpKSk8Pfff1vK7Nixg5SUFKsyBw8eJCYmxlJm3bp1GI1GQkNDS4zXaDTi4eFh9RCiPKTHWgghhBB1h6EbaB6gKuc+yuT8iifCibmJ/B6/kd/jN2LQGQj2aEuoV2c6eXbCQ+9ugyhFXRcQEMDWrVtp3bp1sfu3bdtm1cN8NVOnTuX222+ncePGxMfHM2vWLFJTUxk9ejSapjFp0iRmz55Ny5YtadmyJbNnz8bFxYWRI0cCYDKZePjhh3n66aepV68e3t7eTJ06lfbt21tmCW/bti0DBw5k7NixfPzxx0DhcluDBw+2tKF///4EBwczatQo3nrrLRITE5k6dSpjx46VZFlUCUmshRBCCFFnaDp38N2GSrgH8o/YuHYHGrg05Gz2RZvVmGvOZW/yPvYm70NDo6V7C0I9O9PFqwu+TvVtdh5Rt0ydOpVx48YRHh5Ov3798PPzQ9M0YmNjWb9+PZ999hnvvvtumeo6e/YsI0aM4OLFi9SvX5/u3buzfft2mjRpAsC0adPIyspi/PjxJCUl0a1bN9atW2dZwxrgnXfewdHRkWHDhpGVlcXNN9/M4sWLrdbD/uabb3jqqacss4cPGTKEDz74wLLfwcGBVatWMX78eHr27ImzszMjR45k7ty5NviNCVE6TcnaDzaTmpqKyWQiJSVFrowJIYSwqdBnvixz2T9eGiqfR6VQKhsyvkKlvwvk2a5izYUjDi+wLPYQUZnRtqu3GA2dGxLq1ZkuXp1p4tJY7ssW12T58uW88847hIeHU1BQABQmp6GhoUyZMoVhw4bZOUL7kO/zdUv0gb4ApKXn067Hlgq97tJjLYQQQog6yAiuoyC9+Mmbyk1l0rZgNjOaTuavrFv46+JWEnITuZBzwbbnAc5mneVs1ll+PP8z3gZvS5Ldyq1lrVrKSxXEozK/+eeZdsX/sXp++cUF676jK/uRNDTDdWC4Hk1zoC4aPnw4w4cPJy8vj4sXC0dZ+Pj4oNfr7RyZEDVT7XnXFUIIIYQoK5WBSh4P5FdK3VrWV/Sqv55e9W/ArMxsurCZ/0WvILMg0/bno/C+7PVxv7E+7jdcHVzo6NmRUK/OtDeFYHQwVso5q4w5HjIWlqnotQzDVBmAQyOo90PhLQJ1lF6vL/P91EKIksms4EIIIYSoczSdG5rrI5V3ApWJUoVDzHWajr6+fXi9wyzC6nUvUrSTZ0cCnQNtduqMgky2Jmxj/okFTNg9kXeOvc/mC3+Smpdms3NUKVVQeXUXRKPS5lRe/dXYzp07ue+++wgKCsLZ2RkXFxeCgoK477772LVrl73DE6LGsWtiPWPGDDRNs3r4+/tb9iulmDFjBoGBgTg7O9OnTx8OHTpkVUdOTg5PPvkkPj4+uLq6MmTIEM6ePWtVJikpiVGjRmEymTCZTIwaNYrk5GSrMlFRUdx+++24urri4+PDU089RW6uLHEhhBBC1FYqN7zS6tbcpxWunX0Zk97EuOZjmdb6afyMhevq6tBxW8AgZofM5Lk2z9DR1MGmceSpPPYm72NR5GKe2jOZ1468ztqYX4nLjrfpeSpXJYwquFzW/6Fy/qzcc1QzP/zwAz179iQxMZGJEyfy+eef89lnnzFx4kSSkpLo2bMnP/74o73DFKJGsftQ8Hbt2rFhwwbL88tn/3vzzTeZN28eixcvplWrVsyaNYt+/foRERFhmUlw0qRJ/Pzzzyxbtox69erx9NNPM3jwYMLDwy11jRw5krNnz7J27VqgcHr+UaNG8fPPPwNQUFDAbbfdRv369dmyZQsJCQmMHj0apRTz58+vql+FEEIIIaqQ5jYBpTIhczmQbdvK9SWvm9vOFMycDq+SkpeKg6bDpDcB0NajDW092rDi7Ep+Ov+LbeOhcL3sY2nHOZZ2nG+j/0dD5wZ0+ee+7KYuTarx5GeV2GP9D5UyHdwmg9MgNJ1LpZ/P3l588UVmzpzJc889V2TfpEmTeOONN3j++ee544477BCdEDWT3RNrR0dHq17qS5RSvPvuu7zwwgvcddddACxZsgQ/Pz+WLl3KY489RkpKCosWLeKrr76yrHP39ddf06hRIzZs2MCAAQM4cuQIa9euZfv27XTr1g2ATz/9lLCwMCIiImjdujXr1q3j8OHDREdHExhYOBTr7bffZsyYMbz22msyI6AQQghRC2maAc3jBZTzXaiE/wA2HKmm877qbgfNAW+DV7H7mrg0sV0cV3E26xxns87x0/lfqGfwJtQrlK7eXWjp1gKdVo3uFlSV3GMNYI5HpU6HtFkol5FoblNq9aRmJ06csHy/Ls7QoUN5+eWXqzAiIWo+uyfWx48fJzAwEKPRSLdu3Zg9ezbNmjUjMjKS2NhYy1p1AEajkd69e7N161Yee+wxwsPDycvLsyoTGBhISEgIW7duZcCAAWzbtg2TyWRJqgG6d++OyWRi69attG7dmm3bthESEmJJqgEGDBhATk4O4eHh9O3bt9jYc3JyyMnJsTxPTU215a9GCCGEEFVA07cFjxdRqf+1UY1G0JzLfXQHzxCmtprM/pQDHEg5SEx2LO6ObqTlp9sovqISchNZF7eedXHrcXd0w83RDfXPVGCFk2sXPrP817LNUgqlrEsVt61wpu5/9wM0c6nP095XGXZcFYm15VwZkPEpqiAOTK+jaXb/qlwpmjdvzg8//MC0adOK3f/jjz/SrFmzKo5KiJrNru8W3bp148svv6RVq1bExcUxa9YsevTowaFDh4iNjQXAz8/P6hg/Pz/OnDkDQGxsLAaDAS8vryJlLh0fGxuLr69vkXP7+vpalbnyPF5eXhgMBkuZ4syZM4dXXnnlGlsthBBCiGrHeTjkbIGcdRWvS+ddoWHVBp2B9p4htPcMAeBCzgUKzAWsi9vA+awYjqQdrXiMV5GWn16pSfyVerheIN+cjaNWhQl0abJ/QpEHprlF7pWvDWbOnMm9997Lpk2b6N+/P35+fmiaRmxsLOvXr2fdunUsW7bM3mEKUaPYNbEeNGiQ5ef27dsTFhZG8+bNWbJkCd27F86aeeUHk1Kq1A+rK8sUV748Za40ffp0pkyZYnmemppKo0aNrhqbEEIIIaofTdPAZRjKFok1BSiVi6YZbFAX1DfWB+CBpvdzIecCU/cVvS+2Jlud7EquqT+9javtHYq17DWoggvgPhXN0MXe0djU3XffzebNm3nvvfeYN2+epSPJ39+fsLAwNm3aRFhYmJ2jFKJmqVbjW1xdXWnfvj3Hjx9n6NChQGFv8uVr68XHx1t6l/39/cnNzSUpKcmq1zo+Pp4ePXpYysTFxRU514ULF6zq2bFjh9X+pKQk8vLyivRkX85oNGI01vC1IYUQQghRyKGpbeoxx0Pml2Dj5byUUkRnnrNpndXB2eyLJLgVnW+nWsjbhUq8F+VyPzoPW90qUD2EhYVJ8izqnOgD/97i26j9HzatuxrNTFF4z/KRI0cICAggKCgIf39/1q9fb9mfm5vLpk2bLElzaGgoer3eqkxMTAwHDx60lAkLCyMlJYW///7bUmbHjh2kpKRYlTl48CAxMTGWMuvWrcNoNBIaWvKsnkIIIYSoRczxoJlsUpXK3YUy23bdaE3T2J6wo/SCNVBifjWfKCzza1TWyn/uERdCiKLsmlhPnTqVTZs2ERkZyY4dO7jnnntITU1l9OjRaJrGpEmTmD17NitXruTgwYOMGTMGFxcXRo4cCYDJZOLhhx/m6aef5rfffmPPnj3cf//9tG/f3jJLeNu2bRk4cCBjx45l+/btbN++nbFjxzJ48GBat24NQP/+/QkODmbUqFHs2bOH3377jalTpzJ27FiZEVwIIYSoIzRDV7R634OufsUry/kddbEfStlwpnGgoCon8qpCiflme4dQKpXyLCr5cZTKs3coNrFv3z5mzZrFggULuHjxotW+1NRUHnroITtFJkTNZNfE+uzZs4wYMYLWrVtz1113YTAY2L59O02aFC4zMW3aNCZNmsT48ePp2rUr586dY926dZY1rAHeeecdhg4dyrBhw+jZsycuLi78/PPPVuthf/PNN7Rv357+/fvTv39/OnTowFdffWXZ7+DgwKpVq3BycqJnz54MGzaMoUOHMnfu3Kr7ZQghhBDC7jTHRmg+a8B5ZMUrMyeCyqp4Pf9QSnEkNcJm9VUnSXk5pReqDnJ+R6VMQ2VvQBWct3c05bZu3Tquv/56li1bxhtvvEHbtm35449/h8VmZWWxZMkSO0YohG1EH+hreVQ2TcmYFptJTU3FZDKRkpIiPd1CCCFsKvSZL8tc9o+XhsrnkQ2Y464HlVyhOrT6m9EcbHf/8GuHX+dY+nGb1VddGHQGPmrwGxWYTN0O9Gger6K5lLwedHXVo0cP+vbty2uvvYZSirlz5zJz5ky+++47Bg4cSFxcHIGBgRQUFNg71Con3+drlyvvqS7peVp6Pu16bKnQ616t7rEWQgghhKg2NNeK16Fsu2zVbQGDSi9UA+Wac8lUXqUXrFbyUKnPYU4cg8o/Ze9grsmhQ4csQ701TeOZZ57hk08+4Z577uHnn3+2c3RC1EySWAshhBBCFEdng8Q6+7eK13GZTl4dGRI42KZ1Vhf/lzHA3iGUT+5WVOJDqLyD9o6kzIxGI8nJyVbbRowYwaJFi7j33ntZuXKlfQITooKqcuj3lSSxFkIIIYQojuZKRVcmVZlLUcq2E3Pd2eAO2ptCbFpndfBncix5yjZrf1c583lUxmJ7R1FmnTp1srqn+pLhw4fz2Wef8dRTT9khKiFqNkmshRBCCCGKoTnfAcabKlaJSgFse+OwTtMxrtlY3BzdbFqvvRWoAqIL2to7jPLLO2DvCMrs8ccf59y54tdEHzFiBEuWLKFXr15VHJUQNZsk1kIIIYQQxXEejuY5D830ZvnrcAhEq4QZudz0brWy1/p0fmN7h1B+BZGY096xdxRlcuedd/LOOyXHOmLEiGJ7tIUQJZPEWgghhBCiGJrmgKYZwGlI+Scy0wXaNqjLhHgE46hVbKh6dROZa4P72u0pYyEqc5m9oyiT7777jvvuu49hw4bxySef2DscIcrFnvdUX0kSayGEEEKIq9A0HTiWc4iyprdtMJe5oX7PWjdL+OnsGrKe9VWo1Fkos21ng7e1Tz75hOHDh7Nr1y4iIiJ4/PHHmT59ur3DEqJU1SmRvpIk1kIIIYQQpXFsWb7jcn5HVeK9tya9qdLqtodz2QnkmF3sHUYF5dp8mTVbmz9/Pi+88AIRERHs27ePRYsW8cEHH9g7LCFqNEmshRBCCCFKY44v54EKlfqazWcGv8ToYKyUeu1FoThjDrZ3GBWkB52vvYO4qlOnTvHggw9ano8aNYqcnBxiY2PtGJUQRVXnHuor1a4bc4QQQgghKoNDI8AA5F77sXm7UYn3g2kmmmMLm4Zl1NXQ5amuIl252zuECsoDcxw4BNg7kBJlZWXh5vbvrPIODg4YjUYyMzPtGJUQ8ORvEy0/z7/5PTtGcu0ksRZCCCGEKIXO43nMmiNkfFa+CvJ2oZImoNX/1aZxhXp1YVrrp3kz4m2b1mtPJl2yvUOoMJX+EXjMqJQZ4Us8Z85mwBEM3dA0h1LLf/bZZ1bJdX5+PosXL8bHx8eyTdazFqLsJLEWQgghhCgDzaEhqiIVFESislaBYxA4tiiccbyCdJqOdqZgOpjasz+l5qyjfDUmLcHeIVRc1rfg2AJcR1XqaZQ5BfJPgWZApTwH5oug80c5DwEMoFIBRzTHpqAPBsc2kLuHxo39+fTTT7h8jXV/f3+++uory3NN0ySxFjZ3ZY90Te6hvpIk1kIIIYQQZeE8DE0VoNLeArLLVYVKmVz4gyEMvD61SXINMCRwMAdTDmGmcu7lrkomrXbc56uyVqJVUmKtVB4qeQrkbKLI36I5FjKsl8+68oLQqe1uaB6vorkMr5T4hKiLZPIyIYQQQogy0DRHNNdRaKbZoO9Sscpyt6GSp6JUgU1ia+negrHNHkaj6oYeVwYXB2f0WjnuY6+O8g9iTn0NpfJtX3fml5DzK+W9wAOg0t5GZS5FmdNsF5cQdZj0WAshhBBCXAPNeTA43QY5G1Fps6HgTPkqylmLSsoA0xtoDj5Wu1TGInC+C03nVebqevh0J8eczeLTX5VeuJoyOdb0pbaukLkElX8c3J9H07eySZWqIA6VXvGlscwFSSz+eCo/bPiE02cuomkaQUFB3HPPPYwaNapK7w8XtVdtGupdGumxFkIIIYS4RpqmoTn1RfNZBc4jy19R7p+ohNtROVssm5QyozK+RF24BZX92zVV19e3D01cGpc/HjszOda+Wc7J3YpKGIw54R5UfjkvwlxRHyqjQlUopbhj9HkefTqGc1E7CGmdRbs2Xpw5c4YxY8Zw5513VjxOUSc9+dtEy6OukcRaCCGEEKKcNM2A5vECmtciNLenwNiba/56ZU5AJT2EOe1NlPpnGLRDAKg0VPqH11RVTkEO0Zlnr+381URr1wD6eCTaO4zKk7cflTarQkOvlcpHZa+vcCiLl6fy5/Zs1n/XgPD1jVj6oQNL5yewN/x7NmzYwO+//86XX35Z4fMIUZfIUHAhhBBCiArQND0YbwTjjWiAyv4DlTIJVNa1VZTxGSo/Gs3zfTTTbFTSWFAZqMzvwbEh6DuVOtmZQWegv/8t+Bh9+DV2HRdyLpa7XVXN36Cjm36DvcOoXDmbUBcHgMsI0HcFfUc03TUMf8/6EXIq/jtatjKd6U950bfn5efOQyX8h77dJvPss9P45ptveOCBByp8LlG7dJo1w/Lz3hdn1Kmh3qWRHmshhBBCCBvSnPqieS8Fne+1H5zzK+TtQnNshuazDvTBqNTnUIn3Q0HZZsvu6hWKi4MLjWvYkPALeTV/RvMyMV9Epc9HJY1GxYdiTpmOUnmlHqaUAmWbicYOHMlhQF/XYk6Sjkp7lYFhv7Nv316bnEuIukJ6rIUQQgghbEzTtwPP91GJo4DSk6bLqbQ3wOsTNJ03mN5EqZzCXkrNodRjXz/6FkfTIgj2aEsXr86EJ+0uZwuq3oXca+zhrxUKIGsFKu8QynA9mrE3mvHGIqWUykIl3Af5B21y1sTkAvzql/z35Od9mqSkWjwsX4hKID3WQgghhBCVQDN0QfNZc+0H5u1HpS8orEPTo3m+C06DUGnzrnpYQk4iR9MiADiedpyuXhVcEqyKJeSmkq/qaJ9P/lHI/BKVNBaVtbrwXmpV2IOvlEKlvGSzpBqgoAAcr3KdxsEB8vPzC2enF0KUSR199xJCCCGEqHyaY2OU61jI+PTaDvxnaLBSqnCCNM/3UPlXn5RM8e9Q6jyVT3jSbvSaI3mVsY5yJTBjJlE1xFc7be9Q7MhceH9+qjM43wuOTcGcBNk/2fQsSsGDk+IwGopfUisnVxWWy/kTzfVhm55biNpKEmshhBBCiEqkuT0NDs1Qmd+Uvdcxdwcqex0q43PwXoymOaE5NrzqIZsu/Gn1vIFzA+Z3eZd3j8239GRXdxfMgfjqTts7DPtTZsj+BWW+UCnVPzDMvdQyo/7jDvkRqLzjaPqWlRKHqP6unKxMlEwSayGEEEKISqRpOnC5G4y9URduArJLP6jgFCr5iX9+PosyJ4O+S2FdxVBK0dilEc1dm3Ey4xQ+hnq0dm+FTtPxdOvJfH1mKTsTd5JZUL3vY75Q4C3fTgH0HSBvZ6VV//m7/mUraE5AJT8JPmvQtOJ7t0XNdnniLCpG3rqEEEIIIaqA5uAD3l+hkh4FlVTm49TFIUA+Wr2fQN+m+Lo1jeu8u9LVK5Tj6Sc4kxGF7p8k3KDTM7zRf1DKzOaLW2zRlEqj165tordaSecPeXvtHcW/Ck5BXjgYuto7EmEDkkhXHkmshRBCCCGqiGboCF4foDK+gpy1ZTzqn3ukc/8uMbG21K9ptHJvSSt366G7ro4udPbqzLaE7dX2nuuGTj700K+0dxj2p6sP5rItrVZeMXH5fPh5MrOm+wDQa0g0mVnKst/BAb7/IpAGAYWpgsr8Fk0S62qr//CZlp/XLf9vkeeSTFcNmRVcCCGEEKIKaYbr0DzfAV3gNR2ncis2NLiLVycmt5qIo1Y9+1XOZyeSqTztHYZ9ObaD/AOVfpqFi1NITv13srt9h3O4oZszQwa6MmSgKw4OGu9+ctmoiuyfMaf8t9LjEmXTf/hMy0NUH5JYCyGEEEJUMU1zQKu3DCh9bWqLvJ0opUovdxXtTMHc4ndTheqoLGbMHMi/3t5h2JEjmJOr5Ey/rE/njoGuVtueGuvJf5+ux3+frsfLU71Z+3um9UHZa1G5NWdddCGqWvW8ZCmEEEIIUduZk4GCayifiEp6BJwGguYMxl5oOo9rPu0dgbfj6ujKzsRdRGVGX/PxlWlvVj26G+wdhZ3oO1fqhGWXOx2dT/Om//6ib+nlgqvLv5OTtW5hIDLqivvdVTLkHwNDzVofvTa4cmi3qJ4ksRZCCCGEKCelCiAvHM1w7T2tKnPZtZ8w909UbuGyWprPOihHYu3i6MKQwMEMCRzM+azzvHTwFfKryX3X+9Mvku/hiKNWPeKpMlq9si/FZgP5+YqU1AJAD8CKz61vS0hKLkBXzLhWlfk1OA1B07lUQZR1lyTSNZMk1kIIIYQQ5WVORCU+CPXXoTk0KPNhKu8QZH1bwZNXbFg4gL+TP8EebdmfUvn39V7O5OhOH08XGukTiM33ZFsanMu+SIEyk6wC8NGqV096pXNsDHl7qux0rZsb2LYrm87tnYrdv2VHNq2aFTN0IP8YZC1HuYyR5beuorf7bZafN6WtKvW5JNK1gyTWQgghhBDlVgCaHnJ2gMtdZT/MIQgc20D+kXKfWSWNg3r/h6ZzL3cdOk3HuOaP8sqhWcTlxJW7nmv1qG8SwY6rC5/o4VYnOG3ugAMF+OjqWFLt0KpKk2qA4UPdefmtBG7o5kyHYKPVvn2Hcpg5L4Fnn/Au9liVNgdN5aNcR6NpdXPcfmmJsqibJLEWQgghhCgHpfJRKS+AygSt+J6/kmg6F5S+c4USawoioSAadMHlr4PCpbgmtnqCmYdmkW3OqVBdZZWrrBMyTYMgh/1Vcu7qJ7fKzzhxrCer1mdw3YAobunlQuvmBjQNjp7IZcPmTMJCnZg41rPE41X6W5D5JdT7Hs2hftUFLkQ1Vm1mBZ8zZw6apjFp0iTLNqUUM2bMIDAwEGdnZ/r06cOhQ4esjsvJyeHJJ5/Ex8cHV1dXhgwZwtmzZ63KJCUlMWrUKEwmEyaTiVGjRpGcnGxVJioqittvvx1XV1d8fHx46qmnyM2t+jc6IYQQQtQMmuaI5rUAzW0yGDpd07GxWbFgPl/xIApsUAfQwDmQ8S3Godf0NqmvNEsTTOSputnbaUXfFQpOV/1p9Rq/Lm/AzGn1iInL55OvUvj4yxTOx+Yzc1o9fl3eAL2+lKHe5jhU6ksVnqleiNqiWvRY79y5k08++YQOHTpYbX/zzTeZN28eixcvplWrVsyaNYt+/foRERGBu3vhsKdJkybx888/s2zZMurVq8fTTz/N4MGDCQ8Px8GhcAmLkSNHcvbsWdauXQvAo48+yqhRo/j5558BKCgo4LbbbqN+/fps2bKFhIQERo8ejVKK+fPnV+FvQgghhBA1iaYZwe3xazpme8IOvj7zLUadB2Y1uIR6Szyj1TOvhC281O6Wazp/STp6duC5ts+wOPJLApwD+DtxJ+08gjmUetgm9V/uQm4Sa7JuZ4jLCpvXXXN4FN6zbCcGg8azT3rz7JPFD/kuk5zfUUlj0bw/s11g1cSgwHtw1PQy1FuUmd0T6/T0dO677z4+/fRTZs2aZdmulOLdd9/lhRde4K67Cu9ZWrJkCX5+fixdupTHHnuMlJQUFi1axFdffcUttxR+qHz99dc0atSIDRs2MGDAAI4cOcLatWvZvn073bp1A+DTTz8lLCyMiIgIWrduzbp16zh8+DDR0dEEBhbOivj2228zZswYXnvtNTw8rn3GTSGEEELULfnmfBx1V/9qlZybzHfRK0jLTyPNBucMdG5og1r+1cKtObPavwJA05gmNHMNYmiDIexN3s/ZzGjS8zM4mXHKJuf6JSGJHsbG+DhE2aS+GkffCvJ22eXUSckFfLMijQeGuePhbr2WekpqAV99V/y+YuVuRuUdQ9O3qqRohagZ7D4UfMKECdx2222WxPiSyMhIYmNj6d+/v2Wb0Wikd+/ebN26FYDw8HDy8vKsygQGBhISEmIps23bNkwmkyWpBujevTsmk8mqTEhIiCWpBhgwYAA5OTmEh4fbvtFCCCGEqHUOpR7mpYMzOb2ZKQABAABJREFUePngTOZFvMv62N+Iyy6cECyrIIuPT37GN1HLeCF4us3OGZMVy4Wcizar73K3+g+kpVsLWrm3ZFiju7nJry9p+ek2qz9P5bE0rQfmOjuS2H6zan/4eTKbt2cVmzibPBz4c0cWHyxKKbkCzcfqqcr8HGW2xaUiIWouu/ZYL1u2jN27d7Nz584i+2JjYwHw8/Oz2u7n58eZM2csZQwGA15eXkXKXDo+NjYWX1/fIvX7+vpalbnyPF5eXhgMBkuZ4uTk5JCT8+8kH6mpqSWWFUIIIUTt1t4Uwr7kA2y+sJnTmWfYl3IAosCgM5BvzseMGQ0NPydfhgQOJqcgh1buLfn01Odkm7PLdc6LuRf5v+jvGdVkJG56N5u2R9M0HLV/vyq6OriSlJtk03PsST3HPPNwxnmuw01n27qrPZVht1N/vzqdt14uedKxR0eZmDbzIs9PKmaYuP66wlnMHTtA/ikgHXIPF85S7/UJms618gIXohqzW2IdHR3NxIkTWbduHU5OJc+keeUaeUqpUtfNu7JMceXLU+ZKc+bM4ZVXXrlqLEIIIYSoG3Sajgea3scdDQbzReSX7EneC0Cu+d/JUBWKn8//e4/mr3HrK3ze7Yk7yDHncFfDoTRyblhp6wvvSd5Hnsqzeb2H0s/zt8sN3OT0s83rrtbyTwB6wPa/09KcPJ1Hy6CSJ6prGaTn5Oli4nJoAnn/dIjl7wedPzi0hbzdZOW7sCbqCwLdutLBFGLzCz1CVHd2GwoeHh5OfHw8oaGhODo64ujoyKZNm3j//fdxdHS09CBf2WMcHx9v2efv709ubi5JSUlXLRMXV3RdxgsXLliVufI8SUlJ5OXlFenJvtz06dNJSUmxPKKj69i6i0IIIYQowqQ38VTLCbQ3hVTZOfck7+WlgzOYffQNTqbb5h7oK7V2b1kp9QKsSjJzOL97pdVfPeWCYwu7nNnBQeN8XH6J+8/H5aMrLkvQXdHLbY6FvJ2cyg/h5bi+/By/h49PfcrcY+/aNF4hagK7JdY333wzBw4cYO/evZZH165due+++9i7dy/NmjXD39+f9ev/vZKbm5vLpk2b6NGjBwChoaHo9XqrMjExMRw8eNBSJiwsjJSUFP7++29LmR07dpCSkmJV5uDBg8TExFjKrFu3DqPRSGhoaIltMBqNeHh4WD2EEEIIIXSajkktn2Riyydp4da8ys57LO04C058XCl1tzeFWA0Nt6XEvFTeOq8nzVyvUuqvtjT79Op2DjHy49qSh6L/sCaDziHGK7Y6/NPLXtTixOZczE22PI/KjCIy43TFAxWiBrFbYu3u7k5ISIjVw9XVlXr16hESEmJZ03r27NmsXLmSgwcPMmbMGFxcXBg5ciQAJpOJhx9+mKeffprffvuNPXv2cP/999O+fXvLZGht27Zl4MCBjB07lu3bt7N9+3bGjh3L4MGDad26NQD9+/cnODiYUaNGsWfPHn777TemTp3K2LFjJVkWQgghRLk46hzp4tWJ6W2m0dmzU5Wd92LuRS7kXLB5vTpNR4CTP1olTrrlpNWxCbDMCXY57fgHTcz7KIkPP0+moODf2eMKChQfLErm3U+SePxBU+FGXSA4hoC+C6jkYut7qf4vvNfwEPUMhccUqALcHe03FHzBggUEBQXh5OREaGgof/75p91iEXWH3WcFv5pp06YxadIkxo8fT9euXTl37hzr1q2zrGEN8M477zB06FCGDRtGz549cXFx4eeff7asYQ3wzTff0L59e/r370///v3p0KEDX331lWW/g4MDq1atwsnJiZ49ezJs2DCGDh3K3Llzq7S9QgghhKh9HHWOdPUueQRcZdhyYWul1Ptyuxfp7NmxUuoGiCjoWml1V0sFp0Cr+k6cuwe788x4Lya+eAGftqcI7RdF135R+LQ9xeT/XmDyY17cM9hUOFGZOR7yD/57b3Ux9Fou7roEWrsUJtPeBi889Z5V1Bpry5cvZ9KkSbzwwgvs2bOHG2+8kUGDBhEVVUeXdRNVxu7rWF9u48aNVs81TWPGjBnMmDGjxGOcnJyYP38+8+fPL7GMt7c3X3/99VXP3bhxY3755ZdrCVcIIYQQokxaubXEx1CPi7lV00P54/mf6ejZgWZuQTat11FzZEjg7cTlxHMu67xN6wYwajmlF6ptHIIgf1+Vn3bWdB/uGOTG0hVpHI/MRSm4sbszI+5y5/oujUHnetVkujhNDNlsBRJzk3gjYi7Pt3m20ibTK8m8efN4+OGHeeSRRwB49913+fXXX1m4cCFz5syp0lhE3VKtEmshhBCiLgh95ssylw1/64FKjERUFV+n+kxtPYVfYlYRmx1PvjmP05lnKu18CsV3Z/+PPvV709mrEwadwSb1appGkFtTpraewgfHF3AqIxKF7RaiDtAqZ+K1aq2S7lu/msxMM9NevciPa9PJy4ObbnTm/Vm++NT7Z8SnzgsKIq653oaOsRTOdF54v3+2ORtnB2cbRn51ubm5hIeH89xzz1lt79+/P1u3Vs4oDiEukcRaCCGEEKIKBDj7M7bZw5bnOxN3sfDkJxSogko53+HUoxxOPYqTzon7mtxLr/o32qxub4MX/233Apn5mZxIP0l0ZjQ55lx+PF+xJbN253enl2GN5Xl+gQOODpXz+6k2Cs5V+SlnzE1gyfJURt7ljrOTjm9XpjH+uXj+92lAYYFL935rLqCyoIwXT7KUM1A427hBZ8BJV/KSupXh4sWLFBQUFFnVx8/Pr8gKQJfk5OSQk/PvSImUlBQA8lVhO1JTU8m/bJm5Snmel12pzwuybTMS5Mq6UlNTyc2o3Odp6flV8jw9o/D/SpX/QqGmKnK0sJKamorJZCIlJUUmPRNCCFGi8vRYX8sxf7w0VD6Paoi1sevYenE7mQWZlTLhGEAD50BeC5lZ6UNyzcrMa0de50T6yXLX4ebowkgfRZvcvcz6+gH2Hknn+Yfiubnj9zaMtBrSBYA5pvRyNtKy+2lefa4e9w4tnLfo7z3Z3DgkmszTLXBw+OfvxLEtqFwwJwNmUEkl1nfJmqw7+d+Fi0BhYl3Vy86dP3+eBg0asHXrVsLCwizbX3vtNb766iuOHj1a5JgZM2bwyiuvVFmMonqLjo6mYcOG5TpWeqyFEEIIIexkoH9/Bvr3RynF/BMLCE/aXWLZ+xrfyzdRy675HOeyzrMzaRfXeRVODFZZCbaGhklvqlAd6fmZfBILjc/ex84DqQDM/tyXJf5P09BPY+bod2pnD7ZDYJUm1tHn87ix279DtK/v7ISjo8b52HwaNSgcyk3+kcviawEFpSfWeUqHQWcg15xLrjmXpWeW8ULb53DTV80M4T4+Pjg4OBTpnY6Pjy/Si33J9OnTmTJliuW52WwmMTGRevXqVfn94cJ+lFKkpaURGBhY7joksRZCCCGEsDNN03gk6EHOZ8UQk12YYLk4uGBWZrLN2fg7+ZGaV/6lqD499TlaM42N8Zt5oOl9+DkVn2RUhKZp3Bow8KoXB8oq9bI53vLyzZw+m8bps3C8/3W0bbi9wvVfTWKuL96G+Eo9RxGXDQ2uCgUFYNBbb3N0gPySrlloZVtIaIjLCgY4ufBO0mAiMmI4nx3DzMOv8UrIf6vkXmuDwUBoaCjr16/nzjvvtGxfv349d9xxR7HHGI1GjEbrNbs9PT0rM0xRTZlMFbswKIm1EEIIIUQ14OLown+Dn2dR5BdEpB1jSqtJAPxxYRNJuUn8HLOq3HXnmnPxNfqSkJvACwf+y+2Bg7k1YCB6nb70g69BC7fmdPfuxvbEHQA4aA64OLiQll+2iwJ6TU+9Ux35a206FLNe9oKVNzB33F6M+uyiB1fQ2czm7EnpzEvb/Xn+uiT+0+AbbN1heTy9PXpdLvX08bg5Jv1bf34khe2tmjs0lYIHJ8VhNPzbwOwcxePT4nF1+Xfbis8DwaEN5B8rc90GLZOk/H9fn7iceP688Bf9/W+xTfClmDJlCqNGjaJr166EhYXxySefEBUVxbhx46rk/KLuksRaCCGEEKKacHF04YkW44F/h2w3cwvibOZZXBxcOJJ6lNT81HLVvTVhG3c2uIOPTn7K9+d+ID0/g/ua3Guz2C95KGg0fk6+JOelUM/gTUfPDrx59G0yCjKuepyPQ33if2rIXwczKC6pBth3NJXXl03gpfveRle2TtQy++n8LczbDZDH81vdWNvoGV7rvBwfw3kctHx0FUyyV8XczcQ/fSzPHXU6fFyc6Bmg0b/BMW7wPYaRsiewFfHAMPci2+67+7JtmgnQwKEJFJwAzGWu+6xqS77ZjJujC+n5mQBsiPuNW/xuQlfGnu+KGD58OAkJCcycOZOYmBhCQkJYvXo1TZo0qfRzi7rtmicvy8jIYOnSpWzdupXY2Fg0TcPPz4+ePXsyYsQIXF1dKyvWak8mLxNCCFEWMnmZKK9tF7fz1ZmlpSapJbmv8b14G+ox/8SH9K5/Iw8FjbFtgCU4k3GG+ScWljhBW5P8tmz7WCMrvWxfS199PJbeIT/ZMkRe3D+ZZUczrbbpNA2zUkzqrPFEy4/KXfe2hJt4+I/W5JpLTlBbebvz+Q3/w98pqtznsQl9V8jbCyjQ1QNz+YbF55qNfJx6J7tTC2c9n9zyKTp5dbRdnEJUM9d02ejw4cO0atWKadOmkZSUROPGjWnYsCFJSUk888wztG7dmsOHD1dWrEIIIYQQdVqYT3de7/AaPeqFlV64GEujlvN/Zwtn2N6bvJ91sesxq7L3RpZXE9cmvNLuvzR3bWa1Xa/p8Y/syu9vqzIn1QBR8f42ja/ArGPT2aLbzf/0P727RzFqyzP8ndjbsu9kRjvWxQ2htC6qI2ldePzP4Ksm1QDHEtP4z+93cyK96mbRtqYHfRfI20XhklkF5U6qAQy6HLq5XLQ833Lxryr5WxPCXq5pKPiECRPo1asXS5YswWAwWO3Lzc1lzJgxTJgwgT/++OP/2bvvuKjrPw7gr+/t44Bjg2wURFBUxG2u3OVumBpqwzJNM3f5yyxLLXNlWWmWpqVZjrLhyL0HiooiKHvvPY4bn98f5MnJHdzBMbT38/HgkXy/n8/n+/4eB937+1lmDZIQQgghhFSyFlrh9Vav4gmHntgU+y3ylQVG12Vg2sXRCpQFOJN9DoNdBjVUqDpkAgsMcRmMjTGVPb8OAkdk/lbz0G9DkjPNu8r0+bwBSCsurblMaiHOp7ZBd9euEPOBk0mVQ/JDXObDV65CRI4AT3vlIdAmAb3sjoDjgJSylnjlZB8UV5QZFUdacSnGHe2PzX1t0MnmTL3vy2icI8CzApT1X3juPsaAQ4U2ADIAAJfzwnCr4DaCbJrqwQEhDcukxPrixYu4cuVKtaQaqFyF791330XXrl3NFhwhhBBCCNGvrTwQU7wnYVPsFpSqa04KDcmtyEV8SQK8ZY0z/1TMF6G1lR8UeXyc/5KHsuK6LUKWkln/uboVahF+TRmHzHJL7IwSATAulgupunPcw9ILEfbv7k63svkAWmK071y87HcCb5/vh8zSYpPiKlBUIPRoe+waqESQ/KJJdeuEswegBNSx5m2WA7pZKlGusUdqeeUy75/f+xLOYid0sg2Gk8QJIbbBjbJaOCGNwaTE2tbWFnfv3kVgYKDe8/fu3YOtra1ZAiOEEEIeBXWZL02IuQTbdsSq9itQoCrEofQjyCjPQFRRNJiRq0sXqYpxNPM4XmmkudayfBcU/e4PiViIsuI7dW4nOaP+21OJ+BX4NcYFN7IKYWxSbaz994qx/15nAKYl1fcp1GpsjXkCqzs1QmLNcgBhCKAMM3vTgyW/YaCYw/6yZ3C5SIl0RS6SypKRVFY57v6ozAdz/WfDUtA4+1wT0pBMSqynTp2KyZMn43//+x8GDRoEZ2dncByH9PR0HDlyBMuXL8fs2bMbKFRCCCGEEPIwS6ElLIWWeNlnMgBgc+wWnMk+Z3T9pNIkMMa0q5A3lPSsQqzceBgJyTkIbutRr7Zy88sQk9ERPo7h9VodfJRPFm5kiWsv2AQcpRWNdzHlNUDQBlDV/WGHITyOYazFr3AUPIXv0nXPxZbE4d2bS6BhGvRxfAK+lr7oZNvR7DEQ0hhMSqyXLl0KqVSKNWvWYMGCBdo/wIwxuLi4YNGiRViwYEGDBEoIIYQQQmrXUtbSpMQ6riQeF3Mvobt9twaMCvhi63HcjcuERsNw/mpcvdt76cOukEl7wd/HAv7eZfD3TEVIy9OQy/SvPK5PR5s7AJrnStVPOEU14tU0gCr138XLwmHK9lrGai+8DKBNteMF/64R8Gfa3wCADvL2eNZjLDwt6vfwhZDGZvI+1gsXLsTChQsRFxeH9PTKx04uLi7w8fExe3CEEEIIIcQ0Pey7QaFR4OekX4yuU6isnDd8q6Byd5e2cv3T/urq8vV4nLhw16xtAkBJmRJXbxfg6m0AcMCIfi9i/nNrjap7Mbcflod3BlBk9rjMIcj6SiNfsbBy8bIGGhYu57LwnqsrOI7hyyxPiDgBWltIUKIB8pUq3CutXOTsesENxJTEor9jXwh4AtgI5ShWlYCBwVZkCzepK1wlLSDmN8+RBuS/y+TE+j4fHx9KpgkhhBBCmhkLgQWeajEUSaXJOJdz3qg6AdYBYIzhUPphjHEfbfaYTl40f1Ktz9GLFXhzpCWk4prnNpeorDDxH38016QaANSszh/T60mFylXajd/+zFgtBdcBAIudsiHhCiHlKn9OGgbMVw5H7r+918WqYhxI+9NgO45iB/wv4B3YiGwAAEqNEnEl8XAUO8BWROs9kaZh8qyU5ORkLF68GP3790dAQAACAwPRv39/LF68GElJSQ0RIyGEEEIIMdEI16fAGbmNVbYiG/nKfATKA+Ej8zZ7LLbWFmZvU5/SMiXW7Xut1r2li9XNP/lSaJpotWzldUDYuUEvYctL1SbVAMDjAIEJk+WzFNlYG/057hXHQKFWYMmtD/Fx5Er8lnKgIcIlxCgmJdZnzpxBQEAA9u3bhw4dOmDSpEl48cUX0aFDB+zfvx9t27bF2bNnGypWQgghhBBiJFepK0JsOxlV9rfUA1BqVEaXN1V6VmHthczk79PF+P7IGzWWKVJaN1I0dafQSJru4kzd6JdUaUy7ZnxpApbdXo5lt5cjtSwVAKBugLnhhBjLpDEmb7/9Nl599VWsXat/7srbb7+N2bNn4/Lly2YJjhBCCCGE1F2wTQeE5V2tdfut+JIERBVFobfjEw0SR7dgH9jaWODn369ArdGNJcDXBZH30g3UrJutv6nRq20X+LtV/0yaofDEoivDADResm8qEY8HKb9ue5ObBSto9Esq65jM39+6CwA0jBJr0nRM6rGOiIjAtGnTDJ5//fXXERERUe+gCCGEEEJI/Yn5YjhLnGotx8CwLX67dhEzc+vdpRUG9GqDVl6OCAnyBACIRAJMeqY7WG3jtuvowPnqDwmu5vfC6CNjEJ7ZfJNqAFjSrRDO4iacYqmOAYRdGvWSKjP0kvtZ+pohEkLqxqQe6xYtWuDcuXPw9/fXe/78+fNo0aKFWQIjhBBCCCH1w4EDj+MbVVbJVNid9Cue93gW1kLzDpUWi4Xwb+mMr5ZPQEJyDg4cvQkXR2ucuxKL3PxS8HgcNBrzJtiXb/Mx5vh8lCo1KFFpUKpUoUhRAYZys17H3J73l+EFj2+aOgxAeRngtwTUCQAafmi4UqOqV30rgSV6OnQ3UzSEmM6kxHrevHmYNm0awsLCMGjQIDg7O4PjOKSnp+PIkSP49ttvsW7dugYKlRBCCCGEmKKjTQfsTdlvdPnT2WdxNvs8pvu+ji525l/ASiwSoHVLZ/QvUeCrH09BLBLg03fHIjE1F0tWm3fhKZlcgrAs4/e0bi4mtTze1CE8wLMFOBmgutnglxrnaIWzRULEl2XWqf6TTv0h4onMHBUhxjMpsZ4+fTrs7e2xdu1afPPNN1CrK59e8fl8hISE4IcffsDzzz/fIIESQgghhBDTCHgCcCZuAqOBBjmKnAaKqFKnIE98s3wiGGPg83mQiAWwlVugsLgcarV55smKrIRmaaexbYvpj+UdroEzbkH3hqUMA/itAJ4LoDHvPPiHDRD/jkzVOMSXmV5XwpNggHN/8wdFiAlM3iBv3LhxGDduHJRKJbKzswEADg4OEAofzT9ehBBCyH0h838wqlzYqkkNHAkh5sOrQ4b2R9rf6OXQE1ZCqwaIqBKPxwH/bgfm4iTHD2sn45c/r+GHPRfM0r5G2hwyU9NdTAc07Xngc81kIS51DABrQNABQBmgyan8MqNyJsMPRSNwPj+lTvWfcR8NuVBu1pgIMVWdd54XCoU0n5oQQgghpBkrU5ejWFVicr0iVRHO5pzHUJfBDRBVdQI+D7ZyGV6b8ARGDAzCyQt3sffgNSgqVMjJMz1+ANCY1lHfbHzR6yT4vGaSVGsVAqrr//7bAuC5AZq6JcEPS1H7Y2NOAFLL69ael4UnBjg/aZZYCKkPk//kXL58GRMnToSPjw+kUiksLCzg4+ODiRMn4sqVKw0RIyGEEEIIMZFKo8I/GUeRW5Fbp/o385tmp5cWTnK8MLIzPpo3En27+aG1T+2rmusjUJg5sEay8FJ/FKtMXzxOreZQUmTGEQb81oCgHcBzBDgpIGgL8NsAwkCzbcd1rmIIPkxzR2p53XrAOXCY7B0KvpEL9BHSkEzqsd6/fz+ef/55DBgwAG+99RacnZ3BGENmZiYOHz6MXr16Yffu3Rg1alRDxUsIIYQQQowQWxKHIlVxnetHFN7CldwwdLYLQZGyqEGHhevj5+OE4QOC8EZoHxw9G4VjZ6Nw6Xq80fVz4wvB8wc0j9iI8MicIow9NhUru15EJ5szBssd+7Mfju62Ql5mBfIySpGfWQSNhsG7rTN6DJOg+8BYtG4XAV6deu6lgCYVYFXeP6pblf+txwLhaWpfZGjc4MWPxv6SvjiVV79e7852IWhl2bJebRBiLiYl1v/73//w4YcfYtGiRdXOzZ49G5988gneffddSqwJIYQQQppYallavfeI3nBvIwY7DwRjDAmliVjYZh4EvDrPJDQJx3Fo6emAOzEZcLK3wthhwbgbn4m8glKj6qdnFKJXgBtOs9QGjtT8YvOLMe5wW4SNuQVrYV6189kVLbClMBh5x09CrdLNdONvZSD+FrDzMz7sWvRGz6fsMPWdw5BYmLAqGM8BYHUb6WBIvLod1mV4okBVBMAXQP2Hkne27VTvNggxF5OeYd27dw9jx441eH706NGIiYmpd1CEEEIIIaR+MsozYCuyAYf6ddkezvgH/tatkVuRi+jiu2aKzjgCAR++3o74/pfz2LHvIroFe5tUvzCiAIJ63n9TYQCSylpVO67W8PD2pRdxkV+KlpO61NhGbloh/tgSjw1LBsOkZyyaJIDnDMB821ddUwT8m1SbB5/jo708yGztEVJfJiXWrVq1wv79+w2e/+2339CyJQ3HIIQQQghpSuF511GuKYeQV7lri4xvUb/28m/g0w4r4CpxNUd4JpGIhXhxTFcUlyhQUlJhUt2s7GL0Yo/uYrsfhvfHzYJuUFdZiW174mScTy0EAPzTDmgRUPvP5J+f4jF96GBsXTMSGmPXRWMlAEx7vWsSUVq/0RMPa2PlDwtB/d7XhJiTSWN5PvzwQ7zwwgs4efIkBg8eDGdnZ3Ach/T0dBw5cgSHDx/Grl27GipWQgghhBBiBKlACleJK7rbdUV43nXYimxwOvtsndsrUhaCz/FhI2qaLY16dW4FHw977D90vfbCD0m8kIFuTzjjhjobZfWZINwEwtILMSa9I6zFXdHFWYLZbY+iRClGZX82oOIBlt08gMjah7vH3sxAYa4coyfbobxUhp+/7gQbBw3KSzm8PP9vCEXKKqVFgCaj3vHnalxxTRmC5AoZhGbePqyjTXuztkdIfZmUWD/zzDM4deoU1q9fjzVr1iA9vXKjeBcXF/To0QMnT55Ejx49GiRQQgghhBBiHH+r1mgp80Fk4R3M838bDAwaxnA251yd2nvSub+ZIzSdjbUF/jpu+krligoVko6lo6O3Pa57F6KUqRoguoZVqKjA0cQKnE7uhhAXSwCF2nOc2vie4OyUAowL8vj3u3jt8bjIIVjyzXFYyP7d2oznULl4WR0xBhxVjMTPWUVQsXwA+XVuy5DWVq3N3iYh9WHy6hM9evSg5JkQQgghpJnTMA1yK3KhgQZ8jo9XW76E5LJkJJQmmtxWoHVgA0RoGgupCO/MGIrtey8iMSUXhcXlJtVPiM9BJ74jLrvnQfGI9VzfV6HRaIeBa6nr3xN87VgS5j/fG8u2hUHAV0FmawM+6pZY31F1w+48d8SVZdY7LkNEPBE8LNwbrH1C6qJxlnUkhBBCCCGNSswXo4NNe6SUpqBAVYhSVRmC5O3Q06EHKjQV2JO8z+i2lBolRP/O125KvTq3Qjt/V5SVKzHnw1+RmJoLqUQIjYZBUVF7T3RsTBZ627jhH8tHb6Vwg1TmGWJ971oaxrevnK89+KNumDUlGkKeab37N5W98Hm6CCrWcEk1ALSU+dDe1aTZMXlnu+vXr+Ojjz7Cxo0bkZ2drXOusLAQL7/8stFtffXVV2jfvj2sra1hbW2NHj164O+//9aeZ4xh6dKlcHV1hVQqRb9+/XDr1i2dNhQKBWbOnAkHBwfIZDKMHDkSycnJOmXy8vIQGhoKuVwOuVyO0NBQ5Ofn65RJTEzEiBEjIJPJ4ODggFmzZqGiwnwLNhBCCCGENDZbkS08ZZ6wFFji99QDKFOXYaDTk3jSqR9shMbPl44pbj67vsitpHB2sMLwgUF4YWRnzHl1AKaH9jG6/t0b6bDjJA0YoRkwhh6ZIgy9CQyIFaBXuggd80VoVSaCrYqHwCIRumeK0CVHDHWWcduPGav1CyH4Sga8f3OmaSuJA/Dm30GokxQ801MMk/hZ+jZo+4TUhUk91ocPH8aIESPg5+eHoqIivP/++9i9ezf696+cd1NWVoZt27bhu+++M6o9d3d3rFy5Er6+lb8c27Ztw6hRo3Dt2jW0bdsWn376KdasWYOtW7eidevW+OijjzBo0CBERUXBysoKQOX+2QcOHMCuXbtgb2+PuXPnYvjw4QgLCwOfX/kka8KECUhOTsbBgwcBAK+99hpCQ0Nx4MABAIBarcbTTz8NR0dHnDlzBjk5OZg8eTIYY9iwYYMpLxEhhJBmImT+D0aVC1s1qYEjIaTp+ci88UHbJfg99Q98FbMJM/2mY3nQMvyYsMuoede3Cm+jvU3tWxtpmAY8rmGTKqByj+sJo7ogOjYDMQlZ8HSzN7quUqlGJ6U9/hFU7qMsAIcOfAeEqTIBrum35mpVIoTPX+mIO3sX+vp97QAoAGT9+705d5v2G94ef3cTAByH3VGlcJe9hum+m4yub8XLQR/xX4ixfQGn8uq/T7UhvpbVtyEjpKmZ9Jdv6dKlmDdvHiIiIhAfH48FCxZg5MiR2oTVVCNGjMBTTz2F1q1bo3Xr1vj4449haWmJCxcugDGGdevWYfHixRg7dizatWuHbdu2obS0FD/99BMAoKCgAFu2bMHq1asxcOBABAcHY8eOHbh58yb++ecfAEBkZCQOHjyIb7/9Vjs/fPPmzfjjjz8QFRUFoPKBwe3bt7Fjxw4EBwdj4MCBWL16NTZv3ozCwkKD8RNCCCGEPCoEPAHGuo/GZO8XAQAygQyvtnwJo91G1rrX9ZGMo7hTGKVz7HjmCSyJ+BAKtUJ7LKHE9Pnb9dG6pTMG9wlEUlouZBbG77mccjMHnQVOCBLYIyTWBmnHMvFkbgtYcebbt9lU1ioehl1QgrfkLOLONu5+4QBg52aLs/0sdR4urLnK4c+0sSa3VWreBcCr8ZJ5NuwFCKkDkxLrW7duaYd6cxyH+fPnY9OmTXj22We1vb91pVarsWvXLpSUlKBHjx6Ii4tDeno6Bg8erC0jFovRt29fnDtX+WQ1LCwMSqVSp4yrqyvatWunLXP+/HnI5XJ069ZNW6Z79+6Qy+U6Zdq1awdX1wf7AA4ZMgQKhQJhYWEGY1YoFCgsLNT5IoQQQghpzqyF1tp/8zgexriNwrJ2S9HJNthgHTVT49Oo1fgpYReiiqJRpCyCjdAGCaUJ+OLeV8iryAMA5CpzkVCS0OD3UBWfz8PYocH48fOXYWdj3L7GBYVlSD2agZyj2UhKquzzvRORBu8bAgQI7BoyXIOC0/iI3hUGjRkWI6sL9nIQigTVr/1rnGm9w+VMhvDC+m/VVRMrgVWDtk9IXZiUWIvF4mpzk8ePH48tW7bghRdewL59xi+Ccd/NmzdhaWkJsViMadOmYd++fQgMDNRu5eXs7KxT3tnZWXsuPT0dIpEItra2NZZxcnKqdl0nJyedMg9fx9bWFiKRSFtGnxUrVmjnbcvlcnh4eBgsSwghhBDSXHlYuOMtvzfxfuD/ECRvp7eMmqlxKOMIlkd+gk2xW3Ak4ygA4EbBTbxz8z0klCSivTwIxaqSxgxdy8HWEl99PAEBvi51biMntwS2sY07HJzTMPTMEIE71ri9/VW1fiYYV+z1ry10L9+0BcyUTAJVA25pJuVLIeDR+suk+THpXdmxY0ccP34cISEhOsfHjRsHjUaDyZMnmxyAv78/wsPDkZ+fjz179mDy5Mk4efKk9jz30FwXxli1Yw97uIy+8nUp87B33nkHc+bM0X5fWFhIyTUhhDQAmi9NSONoaemDef5v41jmCfwQvwMM+levulFwU+f7MnUZjmeewCTvF+EmdWuMUPVyc7HBxo/GY9NPp7Hz9yt1aiM+Lhu9vdxwmjX8yuEhuSIItt5CRmJOg1/LkFb9/HGsp9jgeTdL05JYKVcIN4kDUsqzay9cB5YCWYO0S0h9mdRj/cYbbyAlRf9CBOPHj8e2bdvQp4/xqzICgEgkgq+vLzp37owVK1agQ4cOWL9+PVxcKp82PtxjnJmZqe1ddnFxQUVFBfLy8mosk5FRfThKVlaWTpmHr5OXlwelUlmtJ7sqsVisXdH8/hchhBBCyKPuSad+eL3VVJO2NDqedRIzrs7C1njjHoQ1FKGQjxmT+2HVu2NhYy2tWyMpSvMGZYBTTCmymzCp9hvWDsdG2kJRw4+5g4Np+4ULOCWWOPyFjlYN84BFxqfEmjRPJiXWY8aMwdq1aw2eHz9+PI4fP16vgBhjUCgU8PHxgYuLC44cOaI9V1FRgZMnT6Jnz54AgJCQEAiFQp0yaWlpiIiI0Jbp0aMHCgoKcOnSJW2ZixcvoqCgQKdMREQE0tLStGUOHz4MsVhcrXeeEEIIIeS/oId9N8zymwEhZ/z+1aXqMshN2MarIfUIaYmtqyejUzvTRxOWlzbOlqssx7Sk1ZxaP9cJhwbJoKolGziaJERehaNJbYt4CnSR5dVesA4sBZYN0i4h9WXyfgi//PILJk6ciOeffx6bNhm//L4+7777Lk6fPo34+HjcvHkTixcvxokTJzBx4kRwHIfZs2dj+fLl2LdvHyIiIjBlyhRYWFhgwoQJAAC5XI5XXnkFc+fOxdGjR3Ht2jW8+OKLCAoKwsCBAwEAAQEBGDp0KKZOnYoLFy7gwoULmDp1KoYPHw5/f38AwODBgxEYGIjQ0FBcu3YNR48exbx58zB16lTqhSaEEELIf1ZHmw6Y5/82JDzj930+kXUS+1J+AzN1E+QG4GBnibVLnoOvt2mJYWlJ4yTWGkXDzUU2RGolgdv83vi7lwiMV/t88viCErxxYQoUauPfA5Gqbvg2vaw+YRpEiTVprkxKrDdt2oRx48bhypUriIqKwhtvvIF33nmnzhfPyMhAaGgo/P39MWDAAFy8eBEHDx7EoEGDAAALFizA7NmzMX36dHTu3BkpKSk4fPiwdg9rAFi7di1Gjx6N559/Hr169YKFhQUOHDig3cMaAH788UcEBQVh8ODBGDx4MNq3b4/t27drz/P5fPz555+QSCTo1asXnn/+eYwePRqfffZZne+NEEIIIeRx0MbaH+8ELIBcaHxnw/6U31Guabre2Kr4fB5en9DbpDpFReWw5jX81lt818Zd3doj2Av5izvjlJtpQ92vpBfik8jXDZ5XMhGOK57GH2VjsbvkeXydaWdwfn59SHhi9Hfqa/Z2CTEHk1Yj2LBhAxYvXoxly5YBALZu3YqZM2dixYoVdbr4li1bajzPcRyWLl2KpUuXGiwjkUiwYcMGbNiwwWAZOzs77Nixo8ZreXp64o8//qixDCGEEELIf5G3zAuftl+BIxlH8VfaQZSqS2utk1SajNZWfo0QXe26d/JBx0B3hN9ONqq8Sq1B10IH/GPZsAuYZbSyAMdxjdK737KvP46NsoGaV7decg+Z4W1ljyuGYWdmbl1DM1q5RoH4kni0sfZv8GsRYiqTEuvY2Fi89NJL2u9DQ0Px2muvIT09XbvYGCGEEGKIsat7A7TCNyHNjYQvwQjXp/GkU38cTD+Eg+mHUaExPGT648iVCLQOwCDngehk27HxAtWD4zgsmzcSi1buw63otNorAIi8moI2/e1wR90wc4X7JwiQuPZk7QXricfj0GpwIK73t61zUg0AXe1v6j1eyuT4vRHniquYutGuRYgpTBoKXlZWBkvLB/Ma+Hw+xGIxSktrf2pJCCGEEEIefTKBBZ5xH4NhLkNqLXu7MBLr727AveKYRoisZrZyC6xf+jx6d/E1qjxjgH08r/IfZtYzXYS0jRfN3u7D5E7W4H3YGweHWiFNXL/53HeLW+o9flvVCSVGjGAwF5tmsjgeIQ8zeXf1b7/9Vie5VqlU2Lp1KxwcHLTHZs2aZZ7oCCGEEEJIszTQ+Un8nX6oxl7r+/7JOApfy1aNEFXNJGIhPpo/Euu/O4a9B8NrLR8Xmw0fbzni1IaHQZuqfYEImZ+cbvDh3/Ye9kifHoBEqXkWYrud54LRrrrHFBop2vPPwUrQH0WqErNcpzbNZdV5Qh5mUmLt6emJzZs36xxzcXHRWQiM4zhKrAkh5D+AhnUT8t9mLbTG6y2nYsO9L2stayO0afiAjMTn8/D2qwNwPTIFMQlZtZZvwSwQB/Ml1naFDCUNmFT7vdQNmZ4SxMlUyBKZb9VxK1H1Bc++KRyFe6X54FD76uLmIhdRYk2aJ5MS6/j4+AYKgxBCCCGEPGo623WCj8wbcSXxNZZzljg1TkBG4jgOL4wIwcdfHKy1rChdA4kzH+VmmtsrLNeYpR19HH0ccaYtD8UChdnb9pJVPoTIrXCCgFNBxJVBxkOj9VTfZ8rWb4Q0JpOHghNCCCGEEHJfoHVgjYm1Bd8CHWw6NF5ARhrwRBscPRuFC9fiaiwXHZmBLipHXHTNRQXqmRRrGASJRfVrowa23b1QLGiY3vBNkd44lzkHv0Y/SKRH9669x9/cytQNsz82IfVl0uJlAKDRaPDdd99h+PDhaNeuHYKCgjBy5Ej88MMPjbJVACGEEEIIaT7ayQMNnmtrHYjFAYtgJ7JtxIiMIxIK8Nn/nsEHc4ZDJOTXWDbmbhYCbknRM9G+XouZDQ1niD5wo871axO98wqCChpm/+07OUU6SbWQDwgq3CDgGrefzpit3ghpCiYl1owxjBw5Eq+++ipSUlIQFBSEtm3bIiEhAVOmTMGYMWMaKk5CCCGEENIM+Vr6QsSrnsy95D0Z8/3nwN3CrQmiMt6AXm2wfunzkIhrThCzsothV1yBIYdKMPAuH4MjOXQoEJmUaOefrrl3vL4srKWIk1WfC90QlGrg14sV4PI6gmd6X12dlagosSbNk0mPmLZu3YpTp07h6NGj6N+/v865Y8eOYfTo0fjhhx8waRItUkMIIYQQ8l8g4gnRy74Hjmed/Pd7EZ5zH4u+jr3BcY23qFV9BLVxw9K3h+OdT/bXmCdnHI9A7l3dfbD7BXtBNdgL55wroKklvyzMMN8iaPpo1BqINTwUo/H2eg5PrEAHWx40rOHmjldFPdakuTLp8dLOnTvx7rvvVkuqAeDJJ5/EokWL8OOPP5otOEIIIYQQ0vyN83wOQ5wH4Vn3sVjVfgUGuwx6ZJLq+57o4ouZU6p/xr3PwVYGqZ1lteNJ1xKQ9skpdMuqeQi2hZqDotT8i4pVVV6iQNer5Q16jao8bEXo3zkLKma+1cdrwuf48JZ5Ncq1CDGVSYn1jRs3MHToUIPnhw0bhuvXr9c7KEIIIYQQ8uiQ8qWY4PUCRrg+DRuRTVOHU2fPPd0Jq94dC5Go+qBOydk7SLl412BdeWrNSbO9snHmIsfuCUf7Bppn/TAHKz74EDbKtQAg0DoAnhYejXY9Qkxh0m94bm4unJ2dDZ53dnZGXl5evYMihBBSd3XZX5r2pCaEkMptuHqEtMSXy8Zh0Yr9yMmvXKyLx+Pg2MUX2VGpendsbtm7NU635wEwPI7cRsHh/iDmwKdbg3u5AhYxlkj4Kh2ZcdlmuweVUg3eivPoPqcHLjhVmK1dfa4lluFaoiX8nILRqZUGhbxYFKuLIOVJIeAJUaQy39B3EU+EN1q9brb2CDE3k3qs1Wo1BALDuTifz4dK1ThDQQghhBBCCGkIAb4tsPHj8RAKKlcL12gYrpUo0KKjt97yUU85QcQ4DLukwqB9ufAqq96La1VlhDZfxCHPLRfJvRPg0tXR7PFXlCuR88kZ9EmpHgdfw+CqENRrdfOH3c1U4OfzShw57wFhfmfYcz64frMlLEs6w07oYJZrtJT5QKlpnIXZCKkLk3qsGWOYMmUKxGKx3vMKRcPOGyGEEEIIIaQxuLnYYMTAIOw9GA4AkIgEkDhY6y3b9mopkg7eRnRRZfYcaCNFQn+pThlp6YPFvTRKBlGpEA4HXBFzKhFdVrZD8neZSIvONFv8GrUGOV9dhu3STsgTVF47qEAErLmC0oJSdHa1RfEb7XDHynzJqkoDHLtzv1++Aik3K9CzlTf4jvXvkU8oTUShqhA2Inm92yKkIZiUWE+ePLnWMrQiOCGEEEIIeRzMmToQ6bEZKI5OQ/yBy4gv1T+0OvqXqzrfp56+B5eewUgXV47k5DQMwuIHozpv/RGNYPu2gB3gPdQdKf0S4XLHQ5tYdwwNRNr5LGTcyzI6VqmlBGqVGhXlDxLl8uJydP4tG+oQJ1SIecj78hLKiyuT/7zUPLS+Vow7ffR3mJnLuZhSjG8RgGRVpNF15IVuEJfaIMP5Fu6vgVemLkO5uvEWZiPEVCYl1t9//31DxUEIIYQQQkiz41OuxN59F02qU5xbApslF9HxSX8UxWTDqrc3WEKBThlBKx7Sf8mB/ZzKlcazrz5Yp4jrp4b4VQ06bg5E+I7btV5P7mwNt4124L4X4fafd8GqDPOOPR0NnI6uVkckEeJ2F0sADT+8+uezHEK8QtDSRYUKYRqylZUPEFxFXigpcABXJEH2UQ00jMHZR4iMWCWSkgvQ+YneKO56GUphZUJ9q+A2Wlv5NXi8hNRF4yxPSAghhBBCyCNo+LRB2Lv+T5PrKRVK3P07AgBgbW+NgvRcdFkYhIr2ZShyKkKyZTzsLrdAZut0CMuESIp4sD+24K4IqrZKFL+YjxaXnJAZmwO1qvre1LauNvAe4oay0UXId84FfwEfwcPb4Oq02nuHNWoNEsQVgN7l2MxLw4DL8WW4HA8ADmhp7wqBgMPpDAWAMgBl8PS1gluMEFdOPRg2fuVMNgTnW8HX3xaiAZG4WRCBMe6jGjxeQurCpMXL0tLSsHjxYu33TzzxBDp16qT96tKlC1JSUsweJCGEEEIIIU3Bw98NIkn9tpSy6WEBwY4KpIxJQFarTJRblYHjOEiGCQA+YB/rAI2mspfZ1d8Z6cMqP0+X2hSD+6Ec/oNaVmuzdb+WkPyqRsbrSSh0zgcAqEVqpHVIRts93ggY4ltjTCqlGvbqpulji82pQHSG7tpMieoiXPLKRWBXd53jKrUGd27nQBbjj+IzuucIaU5MSqw3btyI/Px87ffXr19H7969MWrUKIwaNQp8Ph9r1641d4yEEEIIIYQ0iYfnLZuKL+AjZ0g6wK9+Lr19ZQLNj67cd1ogEsBumQxq8YP52LbJdrj9d/X9s61HSsHxqvc2c1zliuNMXfuq3w4VeoJqQmoOYBUavefO/5WHy8dyoVLrP09IUzPpMdWBAwewatUqnWNvvfUWWrasfIrWvXt3zJkzB5999pn5IiSEEEIIIaSJlJfUb8Esz05uKJPn6z3HBJXJb36/bHRBEEq7FCHXXXcF7VKbUvAFfJ2h4HauNsgISa3xugXLMhE0tSUSZmSiMLtYbxlBM8tRAwV2iAw3fF9KlRrnw2LRu2vNvfGENAWTEuv4+Hi0atVK+/2gQYMgk8m03/v7+yMuLs580RFCyH9cyPwfjCoXtop2ZCCEkIZQoVDVXqgGcZcSEfJDEFJD48Fx+uczl9iWoGRMic4xi3xL8FUcpLvkUKsebMNlIZeixee2yBPn1HhdjuOQ45WNjpvboORQOSK2RUNR9mBVc7+XuuGglf5VzhsbnwE2fAmsohnyayl7804KnujSyuBrSUhTMWkouEqlQkHBgxUN9+7dC2dnZ+33eXl54PFMapIQQgghhJBmy9ZJjlEzhtarjbCNN+G80QOovv5YNYwxOH3pjtin0hA1PKXaquABy1oiz73mpPo+N4krElzjkDYlEV6/OiJobBsAQOtRHXCwvcm30WCEPD5ax1ogKSm31rK376YhM6eoEaIixDQm9Vj7+/vj3LlzCA4O1nv+9OnTaN26tVkCI4SQxw31PhNCyKPptVWhiDh7BzHh8XVuI3z7bQSVtEHunDTtEPCHMQ2D+wFvXN5+02A75a4lBs9V5W/ZGrElcVCyyvnhxfZFKF5QhJ6juyOu3BU9BRx4Gg7nSlKgYbXPx25I5UwNkbcEVjkSFBXXPPT+bnwm0jIKUFGhhoerbSNFSEjtTOpefuGFF7BkyRLcuHGj2rnr16/jgw8+wPjx480WHCGEEEIIIU1NJBFh0fZZ9W7n5t47cD3pafC8+ykvXF5hOKkGgKKPlZAVyOBt4Q0Z30JvGR+ZN6KKo7VJdVUx0WLE/p2C+APJiP0zCV3y7NFD7oZOti7wk9uZdkNmdAEZcHCyrLVcSWkFHO2tsOfvaygoKmuEyAgxjkk91rNnz8Yff/yBkJAQDBo0CP7+/uA4Dnfu3MGRI0fQo0cPzJ49u4FCJYQQQgghpH4ObT2OsCPXMf/7GRCKjN9Gy7utB9o90QYRZ+7U6/pFQfkGz5X6619krKrEaynocjEI8YPjIeKJ0NrKDxqmQZm6HMWqYjiLnRFdHG2wvmcwD/G3HnyfdD0LuP7g+yd6u+KSMBMVaiPGrZtJD54L8sPyEVeYXXthAAkpOXhtwhPYsPU4Qsd2g6uzTcMGSIgRTOqxFgqFOHLkCJYtW4bU1FR88803+Prrr5GSkoJly5bhyJEjEArrt88fIYQQQgghDUWpUOH4zrO48MdVk+s+P38ULKykdb62TxcPFDoVGDwvKDLuczTLBzgVhwpNBaKL7uJecQxSylJQoCyoManmg4e0yJqHfceeTkVQqjUcpQ8WKLYQCtEp1QZup4HgZDna2jgaFed9T3eQwNfexuB5cTpDQaHxvc+7fr8CqUSImVP6Y+P2U7gTk25SPKT5isjMwPYb4dh+IxxH42KQX67/fcGYBoyVg2mKwEp/gqboczB1074PTN4VXiQSYdGiRVi0aFFDxEMIIYQQQkiDGfBib5QWlsK+hQ3uhcfBw98VYqnYqLo9RnTGtnsbsGfNHzi7/xKSomre8uph9j1tkKLJr7b/tLhEDFGJBCn/M25RsitrbqJdrD9yF6WZdH0PRQCOhtWewKbdyYVlshBterghx0IBeTIPCXczAAAZMflADNDJzxaiABmul2SgTFW5cvqgNnaIy9LgXk4+AMDHVg5fv7so5GWjlVNP3DNwe6ccM9Bf4obIaylG3cfViCScvRKLJ7q0wjvTh+CjDX9jxcLRRtUlzYNCpcKXly/iVGI8YnNzIZdIYCUWI6kgHyXKB1MYhDweJgZ1wDMBbZFYWAAfGyv42zsCFWcBVgpoCgG+D1C4FKz8AOBwABwnaZJ7MimxzsvLw44dOzB58mRYW1vrnCsoKMAPP/yg9xwhhBBCCCHNgVQmwfPzR2H7h7/g4p9hWLBtJjzbuBld38ZRjldWTERA99Z4f8ynJl37yvqbaHnRC+JFDAUu+drjklU2SL+eibw0w73ZD5P6i0y6NgAopcUA9M/LfpiiWImYI8kAoHcLrPS7ecDdPLSwEsK9uxtK7ZQok5+At7UtpMK2sJPxILNNRhGvcng3Z5kAQK73WhoOKLcxbQG1xat+Q7/ufpCIhfDxcDCpLmk6hYpyXEpJxldXLuFa+oMHQ8XKCkDPYu9KjQZbr1/D1uvXAAAhLtb4ecBxQNQRHM8F4KRgRSsqC6sTwIo+ASwmghM0/l7nJiXWX3zxBW7cuIGZM2dWOyeXy3H69GkUFhZi8eLFZguQEEIIIYQQcwtd8hxClzxX5/p/bj5Sp3qxFxIgekGIgM3eyPKr7AXmCTmjk2oen4eAYb7I72tc73ZV6SwZUkt/lBWbbxXw8iIl7h1JRvAgCxR6AwouDzbeZ6CBbp5UzEuBh7U7kgqrZ082YgkkxTxYSIQoLa++4Jo+arUGWbnFSErNw/ef0W4azUmhohwJBQVIzM9HQkE+Egse/De9uBj1fvcprwDKK/rbKf0RTBkNzv7H+l7FZCYl1nv27MHq1asNnn/99dcxb948SqwJIYQQQshjTVFaUee6HMehwkoBABCVCnHvn/gay3t2dIPTk3Yo6VMAhUyBPKu6zSVtAU/EGZe3mizplhIunaUo0+gfas5xQDsvDeyTnVGiUeJuwYM9q4P4Dog8lwRbuYXRiTUA3IhMwexXnoSDXe2riRPzU2k0OBEfi5uZGYjPr0ycEwvykVde85Zp9cHVXgRghQ12/ZqYlFjHxMTAz8/P4Hk/Pz/ExMTUOyhCCCGEEEKaMycv04YfcxwH1zbOsAuwAW+0BlkulcmxtFCG9otcoclgyA8vRmJYCpQK3eTSaZINUnsm1DlWGV8Gu1R/nP+5HEqF+XqreXwgqI8MuWlqSC05SHkyg4k1AJTKwqC51A4WIgt06OCMcqaCDSdGyZ3KvbndXGyQV1CKoDauuHnHuPnrVyOS8OxTncxyP8Q4KYWF2HvnFnbevIH0ktpXsjcnzpjMWpMPxjTgOJPW6a43kxJrPp+P1NRUeHrq338vNTUVPF7j3gAhhDSFkPk/GFUubBUNTyOEkMdRsqkLl3nYgn1fihyU6hwvcMl/MN96EuCisILTLReozwOJx9KQm5JXrzjtBA649bkzShtgz+eA7hYo7noFIgBqALmq6mVa8D0gLpFDXSRC2P4KlBYpoVYWAPGVQ9+rDgyPvJeGVt4OyM0rQZC/K6LjMqGo0NNoFacu3kV0bAZat3Q2230R/c4mJWDF6ZO4nZ3V1KHUTJMBVjAPnM2aRr2sSYl1cHAw9u/fj+7du+s9v2/fPgQHB5slMEIIaQzGJsgAJcmEEEIqXT54DbHX9fcg8/g8aNSaascLM4tgzyTgaulyU4tVSOuUDHQCxNMZ2iW1RIVKUedY1Ze9UFpUWntBE/GFgE3fNKTXst11zE47pMVVAKg9sVerGWLiKxc7S8ssQGBrV0QY8QDju93nsHLRGGPCJnWQWlSIZadO4FDM3aYOxci9ojlw4icbOJLqTEqs33zzTbzwwgtwd3fHG2+8AT6fDwBQq9XYuHEj1q5di59++qlBAiWEEEIIIaSpnfvtst7VwP37t4LodaDEvhiqBQIkPrR1FF/IB0/NAxMYPxSb4zjkembXOVbPvI44ftg8SbXEggdFuRpMU/lgwLutFOnqyBrrWPAsEJ9Ut7noQQFuuH7buO23zlyOwZ176Wjj61Kna5GaLfjnEM4lJTZ1GACAUT5GvCekz4CTDm/4YB5i0rjtZ555BgsWLMCsWbNgZ2eH4OBgdOrUCXZ2dpg9ezbmzJmDZ5991uj2VqxYgS5dusDKygpOTk4YPXo0oqKidMowxrB06VK4urpCKpWiX79+uHXrlk4ZhUKBmTNnwsHBATKZDCNHjkRycrJOmby8PISGhkIul0MulyM0NBT5+fk6ZRITEzFixAjIZDI4ODhg1qxZqKio+8IUhBBCCCHk8ZEen4lVL32p/d6vtw/aHHCH398tULQiCzneWSi3KgNbV4agna3g0eHBNl5tp/mZlFTXlwda4fgm8ywi5eQhRKu3YtBxUSqeeLcI/Req4D4st9Z68vgAqGseyW2QSlW9178m3+0+V7cLkRpF52QjucD4beAaUntHazzrVnsnLice2AjRVGfyhOiPP/4YFy9exEsvvQRXV1e4uLjgpZdewvnz57Fy5UqT2jp58iRmzJiBCxcu4MiRI1CpVBg8eDBKSkq0ZT799FOsWbMGX3zxBS5fvgwXFxcMGjQIRUUPZmTMnj0b+/btw65du3DmzBkUFxdj+PDhUKsfjE2ZMGECwsPDcfDgQRw8eBDh4eEIDQ3Vnler1Xj66adRUlKCM2fOYNeuXdizZw/mzp1r6ktECCGEEEIeMzHX47F07CoU51d+TnX0sod6SSkKHQtRYluiU1YtViHHJwvS5YB3Zw8AgKJzSbU2G4oV3wphm6Uwcg3lWrV7vgLlmnIUqguRpk5GIu4iWRNfYx2PrE44s9O03nJLmRjuLWzQwskaiam6c8vlVlK0aeUCB1uZ3rrnwmJxNz7TpOuR2sn4eajQNNBS8iZa0ukMeLW9pQVtAXGvRomn2qVNKVxaWor58+dj//79UCqVGDBgADZs2AAHh7ptyn7w4EGd77///ns4OTkhLCwMffr0AWMM69atw+LFizF27FgAwLZt2+Ds7IyffvoJr7/+OgoKCrBlyxZs374dAwdWPp3YsWMHPDw88M8//2DIkCGIjIzEwYMHceHCBXTr1g0AsHnzZvTo0QNRUVHw9/fH4cOHcfv2bSQlJcHV1RUAsHr1akyZMgUff/wxrK2t63SPhBBCCCHk0efdzgPztkwHx+Owa9V+ZI9JRa5VzXtJF9sXAeuBLgeCkF9LWXPSQFPrXG5jtelmgQRBmMn1Ys6Y1uNsJ7eAlZUECcn6e8LdXGxw+24aOga6IztP/0OKaxFJ8PN2MjlWoh9jDC1Uc6FUD2nqUPBsaxk6ys/XXIjnBM72K3CcuHGCevjyphR+//33sXXrVjz99NMYP348/vnnH7zxxhtmC6bg32EGdnZ2AIC4uDikp6dj8ODB2jJisRh9+/bFuXOVwz3CwsKgVCp1yri6uqJdu3baMufPn4dcLtcm1QDQvXt3yOVynTLt2rXTJtUAMGTIECgUCoSF6f9jolAoUFhYqPNFCCGEEEIeP3w+H77BPmjVwRtvfvcyir2Kaq8EAHwgZXQCSuwab1uiEnUJukwyLbE12Fa+Bo5801bctuPbQyQxLbHPLSiFTCrSOebewgZtW7eAs4MV4pMr55prNAxSiVBvGwdP3EJpGU3jNBtNJqC6A7Wm8aYw6NPJ2RrzA2oZAs5Jwdl+A47fdPPsTUqs9+7diy1btmDTpk1Yv349/vzzT+zfv19nyHVdMcYwZ84cPPHEE2jXrh0AID29cn8/Z2fdX2ZnZ2ftufT0dIhEItja2tZYxsmp+tMrJycnnTIPX8fW1hYikUhb5mErVqzQztmWy+Xw8PAw9bYJIYQQQsgjpkhVCMbMk7g2lHxpKvj680+TJEWVI2GnccmKK88Ttjc648pKR8TcMG1+d6CfC27fffCZ29vdHnkFpSivUMJWboHSssrhyDfupECj0aCdv2u1NqLjMrFgxV6UK5rH0OVHnioWABBgL0ZnF2tIBSYNdq43O4kYK3oWYVefVbAX68/HAAD8VuDsfgInbAumigNTxYBVXGq8QP9l0quTlJSE3r17a7/v2rUrBAIBUlNT651Uvvnmm7hx4wbOnDlT7dzDQ1kYY7UOb3m4jL7ydSlT1TvvvIM5c+Zovy8sLKTkmhBCCCHkMZOjyMGl3CvIrchFpiIL1/NvgKFpe/FqIuVJkb3fG2qleRYvS4tToB1PijKN4S2zXGJDcPqXUgAlqMvc7uLSBz3Nvt6OSE7LQ7lCBVsrCxQWP7gPHgcolWoI+Pr7B8NvJWPxqt+wYuFoiISNmwg+dljlz3v7E6vAGDDl3HxcSC2Ch7UF4gsabs0ADsALbSwwt8122IhqWRVfPBCczRpwnARMUwyWOx7QFIGz399g8Rli0rtNrVZDJNIdoiEQCKBS1XG5v3/NnDkTv//+O06dOgV3d3ftcReXyqdj6enpaNGihfZ4ZmamtnfZxcUFFRUVyMvL0+m1zszMRM+ePbVlMjIyql03KytLp52LFy/qnM/Ly4NSqazWk32fWCyGWNw0Y/gJIYQQQkjDu1kQgfXRX0DJHp1eUJfUVihLMGfiz8EOTkiB/r27ASAv2eApo1hbSmBvK4Ot3AIJyTlQqjRwc5bj9r10neHdvt5OUKrUuH03zWBbF6/F44O1f+KDuSMMJuDECMJA7T85DtjWaxUKlHYQcEo8d+J1ROcaOR3CBG0drPBhpzPoYHOh9sK8FuDkK8BxEgAAK9kCaHIB2QxwQj+zx1ZrOKYUZoxhypQpGDt2rParvLwc06ZN0zlmSntvvvkm9u7di2PHjsHHx0fnvI+PD1xcXHDkyBHtsYqKCpw8eVKbNIeEhEAoFOqUSUtLQ0REhLZMjx49UFBQgEuXHgwJuHjxIgoKCnTKREREIC3twS/p4cOHIRaLERISYsKrRAghhBBCHhfOYmcIeM2351NaYAHXPV5oscMLLbZ6wnqJE86NOY+cvRcRItT9qC/j89BOJkaghekdQyl/2YPP8Q2eryivXyIfEZUKpVKNe/FZUKo08HSzg0gsrDZnWqNhiEvKQYWy5qmoJy/exYovDkLTxPODH2mseuepXJgLmaAI67ofhphv+P1gKiuRCO93K8fefmuMS6rBgZN/Ao4nrxJvISDqDs5ymtniMoVJfyUmT55c7diLL75Y54vPmDEDP/30E3777TdYWVlp5zLL5XJIpVJwHIfZs2dj+fLl8PPzg5+fH5YvXw4LCwtMmDBBW/aVV17B3LlzYW9vDzs7O8ybNw9BQUHaVcIDAgIwdOhQTJ06Fd988w0A4LXXXsPw4cPh7+8PABg8eDACAwMRGhqKVatWITc3F/PmzcPUqVNpRXBCCCGEkP8oJ4kjXvKejI0xXzd1KDr4FXy4nHDH7TUxiMmvPv9UUaqAIj4LcLPXHmtTUo7bv56HRCaGdFgwytTGJ50x10vxZPf2SLQJ1xkGbyOwhVTlhRwnGwCGh4obo+qQ74LCMhQUVW9PLH4wcdxCKkJrHyeUlSsRFVt9dOqhU7chFgsw//VBZlsl/T9FY3hUQGvLG1jcpQOWXLCo92VG+1piUbuf4CAyfL1qZK+AE3fXOcRJxwECb3CcyEClhmVSYv3999+b9eJfffUVAKBfv37VrjNlyhQAwIIFC1BWVobp06cjLy8P3bp1w+HDh2FlZaUtv3btWggEAjz//PMoKyvDgAEDsHXrVvCrPEX58ccfMWvWLO3q4SNHjsQXX3yhPc/n8/Hnn39i+vTp6NWrF6RSKSZMmIDPPvvMrPdMCCGEEEIeLd3su2BP8j5kKKonb43JIdYJwtMSZF/IR0pEGpKUN2ssn3AtDm01DCW5xbBuYYOoi/cAAOUlCviJhbhRasoK2hyOfVOOgb2DEN/zpja5lqk9sOtCBYB09BzhjqSDKQAAtbJ+PcUcB3QMdEf4bd0x5inpeWjfxg334jPh5+OkPe/tbgexSFgtwf79yA1IJULMnNK/XvH8J6lrWDAMwHiP7TidPg9H4us2JNzP1gofhFxGV7uTplXkLMDJ3qx+WNi6TnGYS5OOa2Gs9l84juOwdOlSLF261GAZiUSCDRs2YMOGDQbL2NnZYceOHTVey9PTE3/88UetMRFCCCGEkP8WX8tWTZZYO9xzQtHnFbhx6Z5J9VRKNWKvxAAAMvT06AIAGIOfpQRlTIP0MiVUNXw8dxILcX7eWXT/rgPi28RCwAkQmSwEUDlk+FxhCtATsBSK0CbVEqm36753d35hGbJyqids+YVlyC9MgaebHeISHyxsFZ+cC48WNnrb+vlAGFp6OuDpJ4PqHM9/kqbmnx/HAcs7bsPNrIlILzF+tIKFUIBZHcox2XsdhLw6rNUl6g6OV/+ecnOj2fyEEEIIIYTUIti2Q5NdO/+zMsRdSjRrm5mHryOkvAJ+0alI3nEKOT+egfSPMISIqvS7VekEE3IcHO6mQqNhuPLWLVjwLCAs7IjrSdUTqmJlBYQWuv13tq6WaPWUO7xHukNqbdxQXStLicFziSm5OkPHLaTCGuddr958FHfjMo26LvmXuE+tRWxFWVjdI9zodeCH+Vjh0LADeLXllrol1QCgbp4/x+a7EgMhhJgoZP4PRpcNWzWpASMhhBDyuOlsG4Judl1xMbfx98eVfAz4rfSB1EWCu3/Hoay4/ttoFWQVouDvazrHVBUq5F+LQ3AnH6gTs5F0PR4+3Vuj2MUWstRc3Amr3Ne4okAJ+X4v7HYqNdg+T/yg/87ZzxbXXPOBksotmtpZW6KssOZh6A/va10bLzd7RN4zXL6iQoXFq37DllWhsJIZTthJFZpcVG5+VfMo4252JzC9QyC+vG74wYaXXIb3Q26hj8Oh+sfFisCYEhxnho3azYh6rAkhhBBCCKkFx3GY7B0KB5F97YXNrMiuEMWfZiN7bgpsD4nQeU7DDWlOjU7FnV1ncfdcFMpLFIg8ehNJP57CneMROuWyj2TCWmU4lTgrSId3l8ota/mBUu1xqUCAvNRieHd1hmewE2xayPTWz8g2ft6uzEJUY1J9X2pGAdZ+e9Todv/LWEU4WP5s1JZU3zfT7xsEO1df8FnM52N2MIe/Bm40T1INAIJWAFOYpy0zosSaEEIIIYQQI8gEFni91VRwRg98NQ+O47SrWjskOCH9UHYtNRre1eddUSjQ1Fgm3UUJh1HOuJL/YLXnMpUKGGaFc9JMXLDOQlygEl6dnavVdW9ha3QsJaUVkFtJay8I4MT56GpbeBFdrPQnsNwJgMb4IdcCnhpru+yFpehBL3J/T2v8/dQRvOn3NcT8+o+yAPjg5OvAWb8HjmdphvbMi4aCE0KaJRrWTQghpDlqbeWHse6jsSd5X5NcXxwhRfIt0xYxMzdnPxfECGveRxoAYgvz9B5PKX7QG12mUkLtJgCuPDjvbSGGMDYdrWxlKC9XIqO8osZF1awtJSguNa4Hs0KpxuXr8ejbvWlXkG7OWPHXuL8gnSncLWLwcbc0fHLNE+91jsFAx29gtl3OeC0AcV9w0qfM1KD5UWJNCGlwlCQTQgh5nIx0HQ4XiTO2xm1HibqkUa+dMTgV1putUJhVty2OzEHmbFV7ISMJwMH2SiGcyyvA8XnIk1ug4tQt3Ep6sCJ1x2e64xYPevfddrK3hI3cAtGxxveunrp0jxJrA5imCNAYP7f9YU+32IOBLu4Qc8m1FzYBZ7UAkAwAADCmATTZ4PhOZr1GfVFiTQghhBBCiIm62nWBp4UnFt5416R6Ip4ISo1Suw+0qVQSJTy6t8CtA02XWGfdTgOYHUzpjhTyeLCViJFZqruKeN8YHu598U+NdW/tuQCv9l6IauUM9tAwfI7HQ0mJafNtz4XFQqVSQyDgm1TvP0F1t95NiPkVQM2zBEzGChaCw8fQKM4AnBic7DXzXsAMaI41IYQQQgghdeAicYaXhafR5SU8CaIjA5AVHwx3YWWPKQ88uAsC4C70N7od3ng1gr/3R8AQX5NjNoei3GJ4KIzbMuu+Zd3zsabnddhJxDrHj/ooETSlL7yDfWqsX5hZgNYyCeRC3WQ4I6sQDnamzbctKi7H9cgUk+r8Z5ghsTZ2wTPTVIAVzAfKDwDqBHAC43/vGgsl1oQQQgghhNTRSz6TIeCMGwRqLbBDcl4FItPLsfO0AHmJnZB0tz12nuGw6zQP7oI2RrWT0zILGQFpsPBp/G2jpFYS+L3cDTlC4+bgtnO0wud9MvGs+050tzuOQAfdxNpbZINLBeWI9HZCwCDDe4XnpecjcccpyC9GI8BCrLPHdnZuMdr5u5p0H6cvmSOBfPwwlTnm7zdEYg1A+iw4+73gbDc3TPv1REPBCSEmMXa+NM2VJoQQ8l/gI/PGe4Hv4tfkvchW5CCtPE3nvI3AFpacA1IzbbAnqhioMpQ5IvXBSskMHH4+y6FvdwFUrPakVZZriYht0Wa7D2PZTeuCg25KGJs8DfYowlMuDxZ6Wx78C55MHQaVpnKscLa6DPc3aYqysYBbgBtSDPQmu7RyhsTaArLiMoD3oH8wJaMAKRkFCGrjCj6Ph/zCMsQn5+ht476jZ6MwZkhHeLk3/vZpzRVTZwGKU+ZoyQxtPIwHzuodoOxXgJUCos4NcI36ocSaEEIIIYSQevCWeWGe/9uIKorGuewLOJF1Eq4ib2RmOuDAnRJUJtP3/2uYnQW/xqTaPt4B/D8lKI4thUbDoGjkbaPkznLEOJiWNF3IsMb0KiPWXaXx8JZb4F5eMQCgmCnRwkKEktIKlKg0yAzyQgulGmlV9qW2kFugtKAU5V39EFeuNHitOzEZAGPw8XCoNa68glK8unAHJozqgpee72nSPT2OmPImWN50QJNhhsbMPMEaAMADK/4cUBwHZ/9bA7Rff5RYE/IfRr3PhBBCiPn4W7WGv1VrdLPvgr+i4vDbvbuoLZmuyt3O8Lxl13MeuDLnlhmirBuplQQlszogRWxaMn83T4V9KePQ2ioGAVZXwOMAV0se7lXZiUsiEaKktLLdQqUa/JCWcFJpUJhVgFbDOuG6hsFNKkR8qeFrdwhwQ0R0GjQaDaLjjFshvKxciS0/n8PQfm3Rwklu0n09TljZAbCCdwGYtghc41IBpdsAi1fA8WRNHYxelFgT8pigJJkQQghpHgKtAxDYJQDTOlQgsSAfJxPisOrcmVrriQUPknD7OEcUtMiHSqJEi8vuSPk6qyFDrpFAyIf47a6IkJneQ+4tt8X8s6UAQtDOsR86OSqhZNaQ8EtQrlZDDD5ycnW3LMurUKMspCUUGg2uqCt7P2tKqu9Tq+vWU7rqmyMYPbgD+nTzq1P9RxXT5IIVLgPK/zRzyw3RY12JE3VtsLbrixJrQpohSpIJIYSQR5+lSIRARyc4ySxRUqHEb1GRSCkqNFj+UmwxXijwhrpAhbsfJkEql8Bzihcu/+9mI0ZdnefUbjhiV7dh5yqm1v47IqsIEVkAkAwHqQXa2dpCVsHHXSRUq1euYTClt19Tj2m9l8LjEX4rCb9teQNWssZfEK6xMXUOUPYrWMl3AMurvYLpV2iANgGA1yznVt9HiTUhDcjYBBmgJJkQQgh5XDlYWGBezycwp0cvXElNwe5bN7H3zm2dMk4VAoRcLMGlPTe0xwqzipDxv6brqQYAC2spbnnxUJdeyJAWrriVpX9YdnZZKbLLSuEnsKlfgGZSoVTj2NkojBpseGXyRx1TJQLlB8AUpwHl1Ya8UsM0KwgEx7NqmLbNgBJrQgghhBBCGgGP49DVzR1d3dzRx8sbi44eRrmqcrGykLBSRO+51sQRPhDYozXKisvBk4lgnw5U+EuRXV5mdH0LgQA3MjKg1KgNlpFwfMhvM5QYLGEcuZUUqRn59WwF+O3wdSgqVOjTzQ8ujta1V3iEMKYEK/sZUMU2cFINmGUouPTZyhXAq2rGw8AB2seaEEIIIYSQRjfSPwC/PjceblbWGBamRvTPDZ3smIbH5yHuZiJiLtxD0tozCCw0vLDafZZCEfoWW8FGJIa/vWONSTUAqJkGFla1t1sbL3c75OTVNz2HdtGzXb9fwWebjiAiKhW5+SUoLCpDSakCCoUSmvqMOW9gjJWDKaPA/h1+zxgDU5wFK/kBqDgLntV8cDZrwVnObehI6l5VGATO5nNw0nEPnwAnHVmvqBoa9VgTQgghhBDSBAIdnfDbcxMw/7PFTR1KdQ/nRtczgS7iasVcpDI4c2IUcCo4bb+L5FNxcPewgfz9frVeQs4TIzUpv96hRt5Lh7OjNTRqDbJyi6udF4sEaOkkR2Qte1sDwOffHwcASCVC/HUsAhVK3YcDXm52mDt1IDoFedY77rpgjCEnrwRFRanwdrwCpoqr7IVWxQKaVAAMkIwAs5wDTnkN0GQDFpPAcZX9qRwnAeO7ARACMLx1Wf2CrEePNc8ZEA8B1DE6hznLWeCEgfUMrGFRYk0IIYQQQkgTsbOU4bl5o7D6lY0N0r5HGzdY21tCo9aAL+Aj4swdo+oV5hbpfJ91MAq8rh2gYZUZt69MDqu14Si8nYFiAHwA99PWsqR8pM76E4HrB+J2ieHFsbI15Whlb4PS5Prtx61UqpGRVbkoXDt/V0REpeqcV1SoUHjwGlo7yYFgH0Sn5NbaZpmB/bITUnIxa+luzHqpP559qhN4POMXWKuvxNRcLFv/FyLvpUNuJcavyzZDLCzXKcNZ/Q9MdQccKwAnHV6tDaYpBivdhQZLqutFAE72OjiOg6Zkq+4pYfsmicgUlFgTQgghhBDShIa+1B+WNhb4JHQDykvNu5ew3MFKJ5kO6hOAjIQsOLjZQ6VUgcfnQSQSgjGGivIKxN1MBDgOqTEZ8GjjhqQ7KQCAipxStJfYIrwsFzyOg/uVfCTdzjB4XXWpEoLFp9Dy4ydgreHD+lwGzoeIodRU9mba8yQo1ihh5S4Dks23MnViSi683e1hYy1FTn4JbOUWSEjOAU/IR9LZO8DZO2g38ylEGNF7XZPPvz+OTT+dhpe7PZ5+sh3GDg020x1UV1hcji27zuLA0ZvoEOAGACgoUmDlrhlwsS8HxwEejjkY1nkXWPEXAM8SEPiD8ZwBng04jg+mzgYrXAIoTqLhk2pTeqw5gOcIcCJwFpPAiTqAMQZoHlo9n9/CrBE2BEqsCSGEEEIIaWJPjOmG3E/zseHNb83aLvdQj+rNU5EAgMyE7Gpl+QIenDwdkRabgYAefkiLyYBngBsSIyuTa+GWm7B9qRWCzhYiaUftc8IVmSUQzT0JhZCHlJxS9GwzGKclhegicEbB5Xy4iyVgbubd87iwuByFxQ96ccvKKmB1IQrZ0enaY7zU+iXV95UrVIiKycC9+CwE+bvBz8fJpPoaDcOdmHTcvpuGcoUSCoWq8r8VKgwfEITfj9xAUYkCYTcTkF9YuXDcjX9/FgBw9MKDUQXdO7hjWGcALB9Q54MpbwJlPwOqBDC+O8B3B1S30Dg91Sb8TKXPgSf/SOcQx3HgbD8HqwgHyx0HQADwXcwbYgOgxJoQQgghhJBmYMQbg3H+wGVcOXS9Sa6vVmmQFlvZCx15/i4cPexRViVJzb2UBNtLSUgx1IAeysIH9dM+PoE2z/ZEUsG/SW4RkJVdfU50TTgOcHeUIymzwKjyGg1DcZpu2Xu/XUHQG0Nws5691vep1Rp8tOFvfPvJixAK+UaVT0jJxYkL0cgrKMW+g+E653k8DlcjEhGfXH3IuqJCpbdN3sNLUpf/jsp9wBmgjqv8anZ44GRTDZ7lRB3BBIHgJIPAcc1/f3FKrAkhhBBCCGkGOI7DRwfewa1zUbj451Vc+usq4m8l1bk9C2spyovLay9oQFZS9cSzPjOK1cUVkPFrTzxrEiy3QNwvZ4G+7Wot28rVFvzrCUgq0t0mjKnUuPfF33CbOhApWYUGapsmJiEL2349j1fHP6H3vKJChQvX4nDs7B306twKP/8RhqgY/UPpNRqmN6muSbXEGkCD7SddKyN7rCVPgxN41VxG3BewCK1/SI2AEmtCjBQy/wejy4atmtSAkRBCCCHkccUX8NG+TyDa9wnE1E9eRHp8Ji7+eRWHth7H3bBYo9oI6N4aAhEfyVGpuHu1efVUKvdfRMfxvRFuxAJiD3OwkSFqxym4dffDw7OyWzhYQSzgIz49HwDQzt0e9zb8ZfhBAGNwyC2C2t4SxWUVKC6t3wJqALB970W4t7DFwCfaIL+oDHGJOYhPzkFMQhYuX49HRnbl0O2jZ6Pqfa2H8ZvVJspGJNaSMeDkS2stxsleA8ezqH9IjYASa0IIIYQQQpopF28njJoxFCOnD8Gtc1HYu/5PnN170eB+ynIHK0ReiG7kKI1XllOM1L0X0KGnP24ymLQvdEl5BQR8DomnI9HxzaEIT8kDj+PQXszHnc3/gAPg7G4HjsdHzP5LtfauR/96AQKJEKpyJdx8XWDX1gN5LjZIzqxbL7Zaw/DRhr+x8qtDUKl0k8sAXxdtYt0Qzl0rxm8BoRjZdTu4h248NdcPMeltIOCp0NbzMqwtqs+vb2ycbDI4Tlp7uUckqQYosSaEEEIIIaTZ4zgO7Xq1QbtebZCXWYC4GwlIuJ2MuJuJuHzwGrL/7QG2dbFBQQMmcOZQlJqHol8voMMbQ3AjqxBqdfUeTo4DgtzswNcwQMMQkV2IsnIl2g4IQuyfV3Hni4Po+OYwcBoN7mw8pE2iC00cQq0qV4IDkHsvHbn30uHZJwCwt67X/T2cVAOAyIi51/WhVGmw+gcpbsfNwczR38FSkq89d+DCYPz4Z+WiZRzngX5drPDWMz/BzjKtQWN6QITKRdP+fYgiGQYI/Bvp2o2HEmtCCCGEEEIeIbZOctgObI9OAyv39tVoNLh9Phond59DRnwm2nT1w4vvPYvEOynYNO+Hes3Tbkh3vjoEKyspnNp7oSSzABwHVPQORF5RGYJsZIjc8Le2rP/wEPB8nJC66yyAyrned774G0KJ0KwxqRX6Fwerr5Iy44aat61Qgi8SQuNuj1yFEmnZhWAmTJX++3Qxzl4LxYi+GlhaKMBxQFikFPdXA2cMOH6pCFduPYNWnlJIRAwje9/BEwF/1OGu9Pl3wbT7hF3B2awD1AlgBe8Cgpbg5KvBcQ37oKEpUGJN/pNovjQhhBBCHhc8Hk/bm12Vs5cjOvZvi+/e3Ylf1xxoouhqpigqq9xf+l+25SrIcgtxu1ihM5Q75o+wanU5VPY4mw3HgeviC9Rh/ndt1GoNnB2sahwObi0TI2bfRZ37tnqxDwpLjNvbXCwSoHWZAnwNw82/lMiws0ZGTjGA6kPbi0oqEB5Zmex3auMEBJhyNzXhAVA/+FbgA47vAPAdAIffAHUGOO7xTEEfz7si/ynGJsmUIBNCCCHkv0YoEmLqpy8iLiIRYYebZhsvU4j5HPIeSqobS5sX++BaAyTVABCXlAMej6sxuXa3tUTVpeZ4QoFRSbVELICvoxzCwlLc+fms9nib6UOhf93xhwi7grMfXeXAw13ktXWZPzjPmAZc1UnenM2Df3ISoLZVwB9hlFiTZoWSZEIIIYQQ8+LxeFj4w0xM6zgPuf+umt1cOXk4ID0us0muXRKbATjJDZ5v7WaHMqXa6D20H6bRMBSVKNAhwA2ZOcVIe6gdSanu1mgimRglNbQnFPIRoFIj/vfLiNGzqnlFXAb8fV0QVcu8c45vBU7YpsYyxmqKByLNBSXWxCh1SXgpSSaEEEIIaR5sneRYdWwptr3/M26cvI38OiaHDU2jMXIP5AaQdPYO/GcO00lEeRyH9q62UCdmIX7LUViH9q3XNUrLKnA9MgUWEiEkYgHKq8zpLrqTolO2PL8EVjIxivT0WotFAvir1Li796LBa8X+fQ1O7b2AVi41xsT9p9Nh86HE+j+G5hYTQgghhPw3ebZxw3s/z8Ht81GY2+99qJTq2iv911yPB+dgDcYAJztLOKXlIeqLykXUxNZSqM2U+JeWK9Ex0B3ht5Mhk4rQqrwCd/Xsb91KboFotQalVeaS29tYwOZWEu5eulfrddQKM85BJzVqVluJE0IIIYQQQhpWYA9/fB3+GfqN66k7H7YZyMsoAI/fdClK4qlIOF6Ihu3JCBRtOYqYv65qzykKy2B5MxECM8V3vyfaM6vAYM9z1JcH4ad+8ACklast+IfCkWpEUg0AebGZaKdQIriFrcEyzewt8Mhq0sT61KlTGDFiBFxdXcFxHPbv369znjGGpUuXwtXVFVKpFP369cOtW7d0yigUCsycORMODg6QyWQYOXIkkpOTdcrk5eUhNDQUcrkccrkcoaGhyM/P1ymTmJiIESNGQCaTwcHBAbNmzUJFhXHL4jeVkPk/GP1FCCGEEELIfV4B7li88218E74KvZ/p1tThaKXcTYN/51ZNGkNRah7Kc/XPbk65eBftLSVmuU5sYha6B7oj7siNGstF7T6Pjm526OBmh4xv/0FRap7R19AoVYj56yqiNh0xmFw3t4crj6omTaxLSkrQoUMHfPHFF3rPf/rpp1izZg2++OILXL58GS4uLhg0aBCKih6spDd79mzs27cPu3btwpkzZ1BcXIzhw4dDXeXJzoQJExAeHo6DBw/i4MGDCA8PR2hoqPa8Wq3G008/jZKSEpw5cwa7du3Cnj17MHfu3Ia7eUIIIYQQQpqYT5AXlvwyDyOnD2nqULQEouY9W/X21uPwzy0Cv54912KRAPnn7tQ6w5kDEPXF34j+4u8677PNVGrc2XgQns6GF2cj9dOk79phw4Zh2LBhes8xxrBu3TosXrwYY8eOBQBs27YNzs7O+Omnn/D666+joKAAW7Zswfbt2zFw4EAAwI4dO+Dh4YF//vkHQ4YMQWRkJA4ePIgLFy6gW7fKp3GbN29Gjx49EBUVBX9/fxw+fBi3b99GUlISXF1dAQCrV6/GlClT8PHHH8Pa2roRXg1CCCGEEEKaxqufvIhWHbzxz4+ncPNUZJPGUlpUBktbGYrzaloTu+lwABJP3kbQjKHI0zCUKpQoKlXoLERWmzbudij86yoSYozaEMssrFvYYnCfQFjbWEAsEkAsEkIk5MPPx6nRYnicNdvHQXFxcUhPT8fgwYO1x8RiMfr27Ytz587h9ddfR1hYGJRKpU4ZV1dXtGvXDufOncOQIUNw/vx5yOVybVINAN27d4dcLse5c+fg7++P8+fPo127dtqkGgCGDBkChUKBsLAw9O/fv3FumhBCCCGEkCYglUnw1NSBeGrqQGQkZOHoj6fxz45TSHpoperGEBMeD0tbGQJ7+uP2ueoLejUXUV8e1P6bA2AlFUHmLIfMwRpiWxkEVlLwJCJwIgE4ER/g86Hh88BlFyByw9+NvhZ3YVoeDs3/Af5dWmHRjrcgsRA3cgSPt2abWKenpwMAnJ2ddY47OzsjISFBW0YkEsHW1rZamfv109PT4eRU/SmMk5OTTpmHr2NrawuRSKQto49CoYBC8WD5+8LCQmNvjxBCCCGEkGbJ2csRE94di/HvjMG9a3H4Z/spHN91BnkZjbdFV3FeCW6fi0K7J9og4sydRrtufajKKlAQn4WC+Kway9m1sGmyDa6yU3KRnZKLbUt+xuuf0Q5A5tTsVwV/eDI9Y6zWCfYPl9FXvi5lHrZixQrtgmhyuRweHh41xkUIIYQQQsijguM4+HVqiTfWTsHOpG+w/K93MWBi70bt6cxIqDlJfdR4BbqjpKC0qcPAnrV/4MPnV4Mx1tShPDaabWLt4lK5kfnDPcaZmZna3mUXFxdUVFQgLy+vxjIZGdXnLmRlZemUefg6eXl5UCqV1Xqyq3rnnXdQUFCg/UpKSjLxLgkhhBBCCGn++AI+ugwNxqLts/Br1hZsvrkG01ZPRouWhj8rm4Ozl2ODtt/YZHILKEqbfuchxhhO/3oBB787hrzMxhuJ8Dhrtom1j48PXFxccOTIEe2xiooKnDx5Ej179gQAhISEQCgU6pRJS0tDRESEtkyPHj1QUFCAS5cuactcvHgRBQUFOmUiIiKQlpamLXP48GGIxWKEhIQYjFEsFsPa2lrnixBCCCGEkMeZWCqGd1sPPPP2cGy+uRpTP3mxwa6lVmkarO3G5t/VF+lxmU0dho41U7/Gm10X4cy+i5Rg11OTzrEuLi7GvXsPNjePi4tDeHg47Ozs4OnpidmzZ2P58uXw8/ODn58fli9fDgsLC0yYMAEAIJfL8corr2Du3Lmwt7eHnZ0d5s2bh6CgIO0q4QEBARg6dCimTp2Kb775BgDw2muvYfjw4fD39wcADB48GIGBgQgNDcWqVauQm5uLefPmYerUqZQsE0IIIYQQYoBYKsYzbw+HskKFPWsOoMiMK3nbOMmRHt+8EtG64jgOUZfu1V6wCWQmZuODZz6DQMjH/O9n4MkJvZs6pEdSkybWV65c0Vlxe86cOQCAyZMnY+vWrViwYAHKysowffp05OXloVu3bjh8+DCsrKy0ddauXQuBQIDnn38eZWVlGDBgALZu3Qo+n68t8+OPP2LWrFna1cNHjhyps3c2n8/Hn3/+ienTp6NXr16QSqWYMGECPvvss4Z+CbRC5v9gdNmwVbTQACGEEEIIaR74Aj4mLn4Go2cOw+1zUYi/lYyEW0mIv5WIhNvJKC9R1N7IQ4L6BCD2ekKzmI9sDowx8AW8Zt0Dr1Kq8cmkDXDxcUJgD/+mDueR06SJdb9+/WqcMM9xHJYuXYqlS5caLCORSLBhwwZs2LDBYBk7Ozvs2LGjxlg8PT3xxx9/1BozIYQQQgghpDqZtQW6DA1Gl6HB2mMajQYZCVlIuJWM+IhEXD16E9eO3qyxHXd/V6TcTXtskmoACOjeGpEXops6jFppNAzHfjpDiXUdNNvtth5lff63E3yxtNZy1PNMCCGEEEIeZzweDy18nNHCxxndh4fghUVjkBCZjNvnosDxeFj72tfQqHV7cXNT81BaVNZEETeMtLjqiyk3V1eP3oSyQgmhSNjUoTxSKLEmhBBCCCGENBqvAHd4BbgDAEQSIT4J/RwazYNRrCqlqqlCM5mts9yo/b3tW9givxH3Aa+PpDspeEoyAd2Hh+CVFRPh3Za2FDZGs10VnBBCCCGEEPJ4e3L8E5i7ZTo82riiZXsvWNrIUFGubOqwjDL2raexI/4rDJ7SDzaO1uj4ZDuDZcXSxtv721wu/BGG98d8SntdG4kSa0IIIYQQQkiTGTy5H/63620EDwiC3NEaPH7zT1EGhvbBkxOeQFZSNjr2b4fPLyzH/O+mQyKrTKBHzxwGBzc7bfn4iMSmCrVeJr3/PDiOa+owHgk0FJwQQgghhBDSpFq298a01d6YtnoyKhRKpMWk4/zvV/Djx3vqtKp4QxoypT+kVhIc2noC9q62cPdrAR6Phx3L9iCodwBy0vLgE+SFIVP648y+i3B0t8eJ3ecQfiyiqUM3mXvrFk0dwiODEmtCCCGEEEJIsyESC+EV6AHPAHf4d/XFL6sP4PLf15o6LAwM7YPQJc+hRUtnvb24czZP0/5bWaFE2OEbSLyTAs82bnhm9nA4ezoi7Mh1ZKfkNmbY9aKseHTmuzc1SqwJIYQQQgghzQ7HcQh+MgjBTwbh8qFwvDvs4yaL5ZUVE/HCwtFGlxeKhOg+PATdh4cgOToVx346g+HTBmHGhpfxSuBsZCXlNFyw//Ju64H3985HfUZyO3s5mi+gxxwl1oQQQgghhJBmrcuQjvjs2FJc+usqcjPykZuej7x/vwqyixpkgS2RRIhOA9vjibHdMDC0T53bcW/tiklLn4darUbs9QRY2Vo2SmI94/OX4e5HQ7kbCyXWhBBCCCGEkGavQ7+26NCvbbXjKqUK+VmFiL4cgx8+2I2Y8Pg6X8PG0Rrdh4egx8guCB4YBKlMUo+IdfH5fPh1aokvL6/Evs//xg9Lf26w+eP9xvVEx/6GVykn5keJNSGEEEIIIeSRJRAK4OBqB4dRdug+IgSn91zEtvd/RtKdFKPb6D++F0bNGIY23XzB5/MbMNrKeJ+bOwJ9n++BjbO/x9l9l8zavsRCjNdWTTJrm6R2lFgTQgghhBBCHgs8Hg99n+uBJ8Z0xbGdZ3B2/yXcOhuF/MwC3XJ8Hvh8Hjr0b4tXlk+Eb7BPo8fq5OGApXvm49hPp7Fm6tdQlFWYpd0Ji5+Bo7u9WdoixqPEmhBCCCGEEPJY4Qv4GBTaF4NC+4IxhpR76bh19g6klhL0ebZHU4en48kJveHdzhNLx65CWmxGvdpy9XXBM3OGmykyYgpKrAkhhBBCCCGPLY7j4O7Xolkv5NWyvRe+vLwSK178vF5bi81Y/zJEYqEZIyPG4jV1AIQQQgghhBDyX2dla4llvy/EC4vG1Kl+j5Gd0XVYsJmjIsaixJoQQgghhBBCmgE+n49Xlk9A6JLnTKonFAvxxpopDRMUMQol1oQQQgghhBDSjIS+/xzGv2N8z/W4BaPQoqVzA0ZEakOJNSGEEEIIIYQ0IxzH4aWPxuPVlS9CaMSc6V6juzZCVKQmlFgTQgghhBBCSDPDcRzGLRiFLbfWYtyCURAIDe+vveLF9SgtKmvE6MjDKLEmhBBCCCGEkGaqRUtndBkaDLGF2GCZxMgUbF6wvRGjIg+jxJoQQgghhBBCmrEO/drifz/PMTgsXO5ghecXjGrkqEhVlFgTQgghhBBCSDPXeXAHfLB/gd7k2sZJjhY+tHhZU6LEmhBCCCGEEEIeAV2GdMQH++ZDKBLoHO/7fM8miojcR4k1IYQQQgghhDwiugwNxvt7dZNrvsDwwmakcVBiTQghhBBCCCGPkG5PdcL7e+Zpk+v4W4lNHBGhxJoQQgghhBBCHjHdng7Bkl/nQSDko12vgKYO5z9PUHsRQgghhBBCCCHNTffhIfgucj1cfJyaOpT/PEqsCSGEEEIIIeQR1aIlrQbeHNBQcEIIIYQQQgghpB4osSaEEEIIIYQQQuqBEmtCCCGEEEIIIaQeKLEmhBBCCCGEEELqgRJrQgghhBBCCCGkHiixJoQQQgghhBBC6oESa0IIIYQQQgghpB4osX7Ixo0b4ePjA4lEgpCQEJw+fbqpQyKEEEIIIYQQ0oxRYl3Fzz//jNmzZ2Px4sW4du0aevfujWHDhiExMbGpQyOEEEIIIYQQ0kxRYl3FmjVr8Morr+DVV19FQEAA1q1bBw8PD3z11VdNHRohhBBCCCGEkGZK0NQBNBcVFRUICwvDokWLdI4PHjwY586d01tHoVBAoVBovy8oKAAAqCvKjLpmYWGh9t9qhXF1qtZrrDqm1Hvc6lStR693w9epWq851zGlXnOuU7Vec65jSr3mXKdqvcaqwxgzug4hhBBC6o5j9H9dAEBqairc3Nxw9uxZ9OzZU3t8+fLl2LZtG6KioqrVWbp0KT744IPGDJMQQggxWlJSEtzd3Zs6DEIIIeSxRz3WD+E4Tud7xli1Y/e98847mDNnjvZ7jUaD3Nxc2Nvb69QpLCyEh4cHkpKSYG1tbVQcdanTmNeiOvQzehTqNPf4Hrc6zT2+x61OTfUYYygqKoKrq6vRbRFCCCGk7iix/peDgwP4fD7S09N1jmdmZsLZ2VlvHbFYDLFYrHPMxsbG4DWsra1N+sBU1zqNeS2qQz+jR6FOY16L6jTutaiO4XpyudzkdgghhBBSN7R42b9EIhFCQkJw5MgRneNHjhzRGRpOCCGEEEIIIYRURT3WVcyZMwehoaHo3LkzevTogU2bNiExMRHTpk1r6tAIIYQQQgghhDRTlFhXMW7cOOTk5ODDDz9EWloa2rVrh7/++gteXl71alcsFuP999+vNmzc3HUa81pUh35Gj0Kd5h7f41anucf3uNWpTz1CCCGEmBetCk4IIYQQQgghhNQDzbEmhBBCCCGEEELqgRJrQgghhBBCCCGkHiixJoQQQgghhBBC6oESa0IIeYyo1WqcPHkSeXl5TR0KIYQQQsh/Bi1eRpqd/Px8bNmyBZGRkeA4DgEBAXjllVcgl8ubOjRC6iUpKQkcx8Hd3R0AcOnSJfz0008IDAzEa6+9ZrbrSCQSREZGwsfHx2xt/heFhYXp/B3q1KlTU4dECCGEkGaKEuvHUH5+PmxsbMzebnJyMn7//XckJiaioqJC59yaNWtqjMfYRPnKlSsYMmQIpFIpunbtCsYYrly5grKyMhw+fLjJP9iePHkSn332mc69zJ8/H717927Q697/NeU4rt5t/f777xg2bBiEQiF+//33GsuOHDmy3terj+joaJw4cQKZmZnQaDQ655YsWdJEUVWKiYnBunXrdN4Lb731Flq1amWwTu/evfHaa68hNDQU6enp8Pf3R9u2bREdHY1Zs2aZ7Z66dOmClStXYsCAASbVKykpwcmTJ/X+js+aNUtvnfo8LLh9+7beaxl6323fvh1ff/014uLicP78eXh5eWHdunXw8fHBqFGjjL3NWmVmZuKFF17AiRMnYGNjA8YYCgoK0L9/f+zatQuOjo5666lUKpw4cQIxMTGYMGECrKyskJqaCmtra1haWuqULSkpwcqVK3H06FG97+/Y2Fjtv2v7Pa2qqX9nCSGEkP8qSqwbyLZt2+Dg4ICnn34aALBgwQJs2rQJgYGB2LlzZ417Y5vyYfOTTz6Bt7c3xo0bBwB4/vnnsWfPHri4uOCvv/5Chw4d9F7j5Zdfxvr162FlZaVzvKSkBDNnzsR3332nc/zo0aMYOXIkfHx8EBUVhXbt2iE+Ph6MMXTq1AnHjh3Tex1TE+XevXvD19cXmzdvhkBQuc26SqXCq6++itjYWJw6dUrvdczxgTs5ORkcx8HNzU3v+R07duCll17C2LFj0atXLzDGcO7cOezbtw9bt27FhAkTamz/8uXL+OWXX/T+bPfu3au3zg8//IBVq1bh7t27AIDWrVtj/vz5CA0NNeqe9OHxeEhPT4eTkxN4PMOzQTiOg1qtrrGt+owuqO313rx5M9544w04ODjAxcVF56ECx3G4evVqrde4r7CwEMeOHYO/vz8CAgIMlvv111+xe/duvT+jqtc7dOgQRo4ciY4dO+q8F65fv44DBw5g0KBBetu3tbXFhQsX4O/vj88//xw///wzzp49i8OHD2PatGk6ydTDTHmwdfjwYSxcuBDLli1DSEgIZDKZznlra+tq7V+7dg1PPfUUSktLUVJSAjs7O2RnZ8PCwgJOTk4GY6vLw4LY2FiMGTMGN2/eBMdx1R4c6XvfffXVV1iyZAlmz56Njz/+GBEREWjZsiW2bt2Kbdu24fjx4wZfO8C0v6vjxo1DTEwMtm/frn2/3L59G5MnT4avry927txZrU5CQgKGDh2KxMREKBQKREdHo2XLlpg9ezbKy8vx9ddf65QfP348Tp48idDQULRo0aLaQ7O33npL+++afk+rMuZ3lhBCCCENhJEG0bp1a3b06FHGGGPnzp1jUqmUffPNN2zEiBFszJgxeuvExMSw9u3bM47jGI/HYxzHaf/N4/H01vHx8WFnz55ljDF2+PBhZmNjww4dOsReeeUVNmjQIIPx8Xg8lpGRUe14VlYW4/P51Y536dKFvffee4wxxiwtLVlMTAwrKipiI0eOZBs3bjR4nSeeeIJNmTKFKZVK7TGlUskmT57MevfuXa28RCJhkZGR1Y7funWLSaVSvdfYuHEjc3BwYB999BGTSqUsJiaGMcbY999/z/r162cwNsYYU6vV7IMPPmDW1tba11kul7MPP/yQqdVqnbJt2rRha9asqdbG6tWrWZs2bWq8zs6dO5lQKGRPP/00E4lEbPjw4czf35/J5XI2ZcoUvXVWr17NLCws2IIFC9hvv/3G9u/fz+bPn88sLCz0xnFfUlIS+/LLL9nChQvZ22+/rfNlTpcvX2Z2dnbMzc2NjRkzho0ePZq5u7sze3t7FhYWpreOKa+3p6cnW7lyZZ1ie+6559iGDRsYY4yVlpYyPz8/JhQKmUAgYL/++qveOuvXr2eWlpZsxowZTCQSsddff50NHDiQyeVy9u677+qU7dixI1u4cGG1NhYuXMiCg4MNxiWTyVhcXBxjjLERI0Zo7y8hIYFJJBKD9f755x9mYWHB2rZtywQCAevYsSOzsbFhcrmc9e/fv1r5+387qv79uP83xdDfkr59+7KpU6cylUql/R1PTExkffr0YXv27DEYm42NDbtz5w5jrPI17NmzJ2OMsUOHDjEfHx+9dYYPH85GjRrFMjMzmaWlJbt9+zY7ffo069q1Kzt16pTeOgEBAWzfvn2MsQd/gxhj7ObNm8ze3t5gfHX5u2ptbc0uXbpU7fjFixeZXC7XW2fUqFHsxRdfZAqFQie+EydOMF9f32rl5XI5O3PmjMG4CSGEEPJoocS6gUilUpaQkMAYY2zBggUsNDSUMcZYREQEc3Bw0FunLh82JRIJS0xMZIwxNmvWLPbaa68xxhiLiopiNjY21coXFBSw/Px8xnEcu3fvHisoKNB+5ebmsm3btrEWLVpUq2dpacnu3bvHGKv8IB0REcEYYyw8PJx5eXkZfB1MTZSdnJzYoUOHqh0/ePAgc3Jy0nuNun7gZoyxRYsWMUdHR7Zx40Z2/fp1Fh4ezr788kvm6OhYLZkSiUTs7t271dq4e/cuE4vFNV4nKCiIffHFFzoxajQaNnXqVLZkyRK9dby9vdm2bduqHd+6dSvz9vbWW8fUBEyfvLw8o8qZ+tCEMdNebysrK+3P0lTOzs4sPDycMcbYjz/+yHx9fVlJSQnbuHEj69ixo946/v7+7KeffmKM6b6P3nvvPTZjxgydsmKxmEVHR1drIyoqqsb3QteuXdnChQvZqVOnmEQi0cZ4/vx55ubmZrCeqQ+2Tpw4UeOXPnK5XJsgy+Vydvv2bcYYYxcuXGD+/v4GY6vLwwJ7e3t2/fp1xlhlEnv/ukePHjX485FIJCw+Pl7nNWCMsejo6BofStTl76qlpSW7du1ateNXr15lVlZWBu/p/n1UjS8uLk7v3zpvb2/ta0wIIYSQRx8l1g3E0dGRXb16lTFW2bt1P0G6d+8ek8lkeuvU5cNmixYttD3WrVu3Zrt372aMMXbnzh29HwAf7sF6+IvP57OPPvqoWj1nZ2d269YtxhhjgYGB7LfffmOMVSbWhu6HMdMT5ZkzZzJ3d3e2a9culpiYyJKSktjOnTuZu7s7e+utt/Reo64fuBmrfP3u30tV+/fvZ66urjrHWrVqxb7++utqZb/++mu9PVJVWVhYaJMPe3t7duPGDcYYY7dv32YuLi5664jFYr2JfHR0tMHkzdQEbOXKlWzXrl3a75999lnGcRxzdXXVJn2G1GV0gSmv98svv8y++uqrGmOoKbb7D5xCQ0O1vcsJCQkG369SqVT7PnJ0dNTef3R0NLOzs9Mp6+7urv1dq+rnn39mHh4eBuM6fvw4s7GxYTwej7300kva4++8847BkSyM1f3BlikcHBxYVFQUY6zyb8nBgwcZY4xFRkYa/HkyVreHBTY2Ntrf05YtW7Jjx44xxir/Phq6VkBAANu/fz9jTPf3fP369axTp04G46vL39WRI0eyPn36sJSUFO2x5ORk1rdvXzZ69Gi9dWxtbbV/I6vGd/r0ab1/67Zv386effZZVlJSYjB2Q4qLi9mff/7JvvrqK7Z+/XqdL0IIIYQ0DUFTD0V/XA0aNAivvvoqgoODER0drZ1rfevWLXh7e+uto1artQvcODg4IDU1Ff7+/vDy8kJUVJTeOmPHjsWECRPg5+eHnJwcDBs2DAAQHh4OX1/fauWPHz8OxhiefPJJ7NmzB3Z2dtpzIpEIXl5ecHV1rVave/fuOHv2LAIDA/H0009j7ty5uHnzJvbu3Yvu3bsbfB3GjRuHV155BZ999hl69uwJjuNw5swZzJ8/H+PHj69W/rPPPgPHcZg0aRJUKhUAQCgU4o033sDKlSv1XsPHxwfh4eHV5q3//fffCAwMNBgbAOTm5qJNmzbVjrdp0wa5ubk6x+bOnYtZs2YhPDxc5162bt2K9evX13gdOzs7FBUVAQDc3NwQERGBoKAg5Ofno7S0VG8dX19f7N69G++++67O8Z9//hl+fn5660RGRmrnfwoEApSVlcHS0hIffvghRo0ahTfeeEOn/DfffIMdO3YAAI4cOYJ//vkHBw8exO7duzF//nwcPnzY4D1ZW1sjMTGx2uuXlJRUbe7+faa83r6+vnjvvfdw4cIFBAUFQSgU6pw3tJgWAHh4eOD8+fOws7PDwYMHsWvXLgBAXl4eJBKJ3jouLi7IycmBl5cXvLy8cOHCBXTo0AFxcXHaOcD3TZ06Fa+99hpiY2N13guffPIJ5s6dazCufv36ITs7G4WFhbC1tdUef+2112BhYWGwnkwmg0KhAAC4uroiJiYGbdu2BQBkZ2dXK29oLYL7+vTpU+1YcHAwrly5gtatW6N///5YsmQJsrOzsX37dgQFBRls65NPPsGYMWOwatUqTJ48Wbuuw++//46uXbvqrdOuXTvcuHEDLVu2RLdu3fDpp59CJBJh06ZNaNmypd468+fPx4wZM1BeXg7GGC5duoSdO3dixYoV+Pbbbw3GV5e/q1988QVGjRoFb29veHh4gOM4JCYmIigoSPv78rBBgwZh3bp12LRpE4DK+c7FxcV4//338dRTT1Urv3r1asTExMDZ2Rne3t7V3t+G1hCobS58Tb8XhBBCCGlATZzYP7by8vLYjBkz2MiRI9nff/+tPb5kyRK9PcKMVQ6tvT+kefz48Wzo0KHszJkzbNKkSaxt27Z661RUVLBVq1axWbNmaXvIGWNs7dq1bPPmzQbji4+PZxqNxuj7iYmJ0fb6lJSUsDfeeIMFBQWxMWPGaHv59FEoFGzWrFlMJBJpe8XFYjGbPXs2Ky8vN1ivpKSE3bhxg12/fr3WHp3vvvuOubm5sV27djGZTMZ27tzJPvroI+2/a9K1a1c2c+bMasfffPNN1q1bt2rH9+7dy3r16sXs7OyYnZ0d69Wrl7YXrSbjx49nq1evZowx9tFHHzFHR0f26quvMi8vL4M9lb/++ivj8/lsyJAh7MMPP2TLli1jQ4YMYQKBgO3du1dvHVNHFpg6laCquowuMOX19vb2NvhlaO7ufV9++SUTCATMxsaGdejQQTt/+/PPPzc47/6VV15hS5cuZYwx9tVXXzGpVMoGDhzIbGxs2Msvv6xTVqPRsDVr1jA3NzftnF03Nze2bt06k36vjDVq1Ci2adMmxhhj8+fPZ76+vuyjjz5inTp1YgMGDKhWvuoca31zrfW5fPmytuc4MzOTDRs2jFlZWbHg4OBaRy+oVCqWm5urcywuLk7vOg6MVY5YuT9vOyYmhgUEBDCO45iDg4N2bQp9Nm3axDw9PbX35O7uzr799tsaY6vL39X7Dh8+zD7//HO2fv16duTIkRrLpqSksNatW7OAgAAmEAhY9+7dmb29PfP399f7OixdurTGL0PqOheeEEIIIQ2LEutmpK4fNo11/fp1bYJx/fr1Gr/MQaVSsRMnTrCcnByTEuX77idrxqjLB27GKueiymQyFhAQwF5++WX2yiuvsICAAGZpaWlw/mVd5OTkaIeVqtVq9sknn7ARI0awt99+u1pCUtWVK1fYxIkTWadOnVhwcDCbOHGizgOUh5magJk6laCqujw0aazXm7HKRHHv3r2sqKhIe+yPP/4wuGCUWq3WmS/+888/s5kzZ7L169czhUJh8DqFhYWssLDQ6Lh++eUX9txzz7Fu3bqx4OBgnS9DTH2wlZ+fr/OVlZXFDh8+zLp168b++ecfo2M1llKpZEeOHGFff/219rVISUnRee1rk5OTY/RDiaysLINJ+8Ma+u9qVaWlpWzLli1sxowZ7I033mCbN29mpaWlZr1GXefCE0IIIaRh0XZbDay0tFTvFi/t27c3qn5ubi5sbW1r3b/YmK1kHt5mqeo2N1WZc8sWiUSCyMhI+Pj4GFVepVLhgw8+wOeff47i4mIAgKWlJWbOnIn333+/2nDJh2VnZ0Oj0cDJycnoGFNTU/Hll1/izp07YIwhMDAQ06dPrzYk/vLly9BoNOjWrZvO8YsXL4LP56Nz585GX7OhxMbGori4GO3bt0dpaSnmzZuHM2fOwNfXF2vXrq02XP7NN9/EH3/8AT8/P1y7dg3x8fGwtLTEzz//jE8++cSoLa1KS0sRExMDxhh8fX1rHNIMGP96mwsz4x7g98XFxUGlUlUbkn/37l0IhUKD0z0+//xzLF68GJMnT8bmzZvx0ksvISYmBpcvX8aMGTPw8ccfV6ujVqtx5swZtG/fXmf4eF2cOnUKb7/9NsLCwurVTlWmbjMFVG4j17lz52pTNcrLy7F7925MmjSpWp0nn3wSe/fuhY2Njc7xwsJCjB492uCWf/oY83e1sfasDwsL014jMDAQwcHBNZZ3dHTE2bNn0bp1a+22bUOGDMGdO3fQqVMng1NLCCGEENKwKLFuIFlZWZgyZQoOHjyo97y+xLWgoABqtVpn3jNQ+SFQIBDo3XvWlP1gExIS4OnpCY7jkJCQUGP8Xl5eRiX0VWPUp0uXLli5ciUGDBhgVDvTpk3Dvn378OGHH6JHjx4AgPPnz2Pp0qUYNWqU3g/pH3zwAV588UW0atXKqGvUVdeuXbFgwQI8++yzOsf37t2LTz75BBcvXqyxvlqtxv79+3U+RI8cORJ8Pl9veT6fj7S0tGoPCXJycuDk5GSWhx9KpRLr169HUlISpkyZov1Qv27dOlhaWuLVV181WLcu71dTmbJ388Pqsgd4eXk5bty4gczMTGg0Gp1zVR9S9e3bFy+//DImT56sU2bHjh349ttvceLECb3tt2nTBu+//z7Gjx8PKysrXL9+HS1btsSSJUuQm5uLL774Qm89Ux9QGRIZGYkuXbpoH1pVFRwcrPf3neM4SCQS+Pr6YsqUKejfv7/O+dGjR8PKygpbtmyBvb299p5OnjyJV199Vfv6V8Xj8SCTybB161Y888wz2uMZGRlwdXXV+96u+mCwqszMTLi5uUGpVBr9OtSmrnvWR0dH48SJE3rfPw/v552ZmYkXXngBJ06cgI2NDRhjKCgoQP/+/bFr1y44OjrqvcbgwYMxZcoUTJgwAdOmTcO1a9cwa9YsbN++HXl5ebX+HSKEEEJIw6DEuoFMnDgR8fHxWLduHfr37499+/YhIyMDH330EVavXq1dzKyqYcOGYcSIEZg+fbrO8a+//hq///47/vrrr2p1RowYAT6fj82bN6Nly5a4dOkScnJyMHfuXHz22Wd6e1eUSiVee+01vPfeewYXCgKAbdu2GX2/DycY9x0+fBgLFy7EsmXLEBISAplMpnP+4eRLLpdj165d2kXY7vv777/xwgsvoKCgoNo12rdvj1u3bqFLly548cUXMW7cOIMfSh9248YNvcfvJxOenp4Qi8UAKnvO7y+4VFVcXBzat2+vXZxMn3v37uHpp59GcnIy/P39wRhDdHQ0PDw88Oeff+p9KGAokUhNTUWrVq1QVlZm1D02lLq8X015vY8ePYqRI0fCx8cHUVFRaNeuHeLj48EYQ6dOnWrsoVyzZg3ee+89vPnmm9rE6OzZs/jyyy/x0Ucf4e23365W5+DBg5g0aZLexcAeHsVhbW2Nq1evVlsg8N69e+jcuTPy8/P1xmVhYYHIyEh4eXnByckJR44cQYcOHXD37l10794dOTk5euuZ+oDq4deZMYa0tDSsXLkSSqUSZ8+erVbnnXfewVdffYWgoCB07doVjDFcuXIFN27cwJQpU3D79m0cPXoUe/fuxahRo7T1HBwccPbsWfj7++s8LIiPj0dgYKDeHlQej4fPPvsM//vf/7BgwQIsXboUgP7E+v69dOzYEceOHdN5kKNWq3Hw4EF88803iI+P1/ta9O/fv8YHhPreRwEBAXjttdeqvU/WrFmDzZs3IzIyslqdzZs344033oCDgwNcXFx0rslxXLXRH+PGjUNMTAy2b9+OgIAAAJUjjyZPngxfX1/tIoQPu3LlCoqKitC/f39kZWVh8uTJ2lEp33//vXbxOEIIIYQ0skYeev6f4eLiwi5evMgYq9yP9/42Nr/99hvr1auX3jq2trZ69zWNjIystt3PfXXZSoaxyrl5dd0j2BSGFk+6//3DnJyc9L4Gt2/fNrj/N2OV+4O/8847zMfHhwmFQjZs2DD2448/1jqfu2pc+uIUi8Vs0qRJrKysjNnZ2bFz585Va+Ps2bO1LvQ1bNgwNnToUJaTk6M9lp2dzYYOHcqeeuopnbL3t83h8Xjs448/1tlKZ82aNWz06NE6P1sbGxtma2tr1Jc+9+7dY2+++SYbMGAAGzhwIJs5c6ZR7426vF9Neb1N3TqsqrrsAd6qVSs2ffp0lp6eXtutM2tra71z3a9cucIsLS0N1vPx8WFhYWGMMcY6d+6s3b7t0KFDBn8+98937NiRHThwgKWmpursP19QUFCt/P3X9eEFzHr06KF3izTGGHv11VfZhx9+WO34smXL2KuvvsoYq1x8MSQkROe8qdtM3Y8vIyODnT9/nrm4uLBnnnmGlZaWsvT09Gp/F/S9Z6p+WVhYsC1bthh87WbPnq3zNWPGDNarVy8ml8vZrFmz9Napy571np6e2j28jWFtbc0uXbpU7fjFixeZXC7XW0ej0bD4+Hizz9smhBBCSP3RdlsNpKSkRNvTaGdnh6ysLLRu3RpBQUEG560qFArtFlNVKZVKg72TddlKBgDGjBmD/fv3Y86cOabeGsrKyqoNuzQ07Pf48eMmtT1jxgwsW7YM33//vbbnUqFQ4OOPP8abb75psF7btm2xfPlyLF++HGfPnsVPP/2E2bNnY9q0aSgsLDRYb9++fVi4cCHmz5+v7aW7fPkyVq9ejffffx8qlQqLFi3C//73PwwaNAjvvPMOfvvtN8jlcgBAfn4+3n33XQwaNKjG+zp58iQuXLig09tmb2+PlStXolevXjpl165dC6Cyl/Hrr7/WGSouEong7e2tMyR+3bp1NV67JocOHcLIkSPRsWNHnSGvgYGBOHDgQI33VZf3qymvt6lbh1WVlpaGnj17Vjves2dPpKWl6a2TmZmJOXPmwNnZ2WC79/Xu3RsrVqzAzp07tT8ftVqNFStW4IknnjBY78knn8SBAwfQqVMnvPLKK3j77bfx66+/4sqVKxg7dqzBekOHDgVQORy9ak8oY0zvmghxcXE63/N4PDg6OhrcagwAdu/erXfu9QsvvICQkBBs3rwZ48ePrzYE39Rtpu6XASq38bt48SJGjhyJnj176p3qcX+7s/sjcqqORhGJRHBycjI4nQJ48Pv0sKVLl+odEg9Ubtd29OjRaiMSjh49Cg8PD7118vLy8NxzzxmM42EajUbvmhFCobDaMPL7GGPw8/PDrVu3DG65RwghhJCmQYl1A/H390dUVBS8vb3RsWNHfPPNN9qEqEWLFnrrdOnSBZs2bcKGDRt0jn/99dcICQnRW6cu+8EClXsEL1u2DOfOndM7RPvhvVBLSkqwcOFC7N69W+9wVUPzffv27WswBn2uXbuGo0ePwt3dXTuk8fr166ioqMCAAQN0ko+9e/fqbUMmk0EqlUIkEtU4PBsAPv74Y6xfvx5DhgzRHmvfvj3c3d3x3nvv4dKlS5DJZJg7dy5OnTqFPn36wMvLSzsXOTw8HM7Ozti+fXuN1xGLxXpjKS4uhkgk0jl2Pynq378/9u7dW+uCVYaG4Rtj0aJFePvtt6vtEb5o0SIsXLiwxsS6Lu9XU15vU/durqoue4A/++yzOHHihFFz9T/99FP06dMH/v7+2ukWp0+fRmFhYY1D1Ddt2qRNmqZNmwY7OzucOXMGI0aMwLRp0wzWM/UB1cOL1BlDIpHg3Llz1ZLJc+fOaRNyjUajfeB139q1a9G/f38EBgaivLwcEyZMwN27d+Hg4GBwODOrMgPJ09MT586dw8SJE/W+37y8vKBUKjFp0iTY2dnV6d70efHFF9G1a1d89tln1c7VZc/65557DocPH67x51jVk08+ibfeegs7d+7ULtyXkpKCt99+2+CQfx6PBz8/P+Tk5FBiTQghhDQzNMe6gfz4449QKpWYMmUKrl27hiFDhiAnJwcikQhbt27FuHHjqtU5e/YsBg4ciC5dumg/WB09ehSXL1/G4cOH9c6XPnToEEpKSjB27FjExsZi+PDhuHPnDuzt7fHzzz/jySef1BtfTYsgcRyH2NhYnWMzZszA8ePH8eGHH2LSpEn48ssvkZKSgm+++QYrV67ExIkTDbZ3+vRpfPPNN4iNjcUvv/wCNzc3bN++HT4+PtV691566SWD7Tzs+++/1/47Li4OP/30E3788UdER0ejT58+mDBhAp577jlt77I+UqkU165dQ5s2bXSO37lzB8HBwSgrK9OZK1pSUoIff/wR169fh1QqRfv27TF+/PhaVyufNGkSrl69ii1btqBr164AKlcTnzp1KkJCQrB161aj77s2arUa+/bt01nNeNSoURAIqj9Hk0gkuHnzZrUP6dHR0Wjfvj3Ky8sNXqcu71dTXu/Bgwfj6aefxtSpU7FgwQLs27cPU6ZM0T5s+OeffwzGtmfPHowbNw4DBw5Er169tInR0aNHsXv3bowZM6ZandLSUjz33HNwdHREUFBQtZ/pww+bUlNT8cUXX+i8F958881qi7k1posXLyI3N1dnjYIffvgB77//PkpKSjB69Ghs2LChWnIMAB999BGWL1+OqVOnokuXLuA4DpcuXcK3336Ld999F4sXL8batWvx119/4ciRIzp1y8rKsGvXLoSFhUGj0aBTp06YOHEipFKp3jg/+OADzJ8/v9oK8u+//z5OnTql90GCra0twsLCanxgaIrt27dj4cKFSE1N1Xt+3759WL16tXY+9f1VwavOL//888+1/y4pKcGaNWvw9NNPG/X+SUpKwqhRoxAREQEPDw9wHIfExEQEBQXht99+g7u7u964/vzzT6xcuRJfffUV2rVrV6d7J4QQQoj5UWLdSEpLS3Hnzh14enrCwcHBYLnw8HCsWrUK4eHh2g/r77zzjkm9E8Zu0WUKT09P/PDDD+jXr5/Owk3bt2/Hzp079S5UBVQmOKGhoZg4cSK2b9+O27dvo2XLlti4cSP++OMPg/VM0aNHD1y6dAlBQUGYOHEiJkyYADc3N6PqBgcHo0OHDti0aZO251ipVGLq1Km4fv06rl27hrNnz+LFF1+sNrzWFPn5+Zg8eTIOHDig/cCtUqkwcuRIbN261WDyb+qq2P9n787jatr+/4G/zmlOI8rYKEOlrjLLVEhE4nONkTKPkSEZknlWyDwmXGTmutdUROZmQ5FCmTIkriIN6/dHv/a309nn1Kko976fj8d5PJy999pr7TPkrL3Wer/v37+PPn364M2bN2jcuDGAgk6yjo4OTp8+DQsLC5Hj9fT04OfnJzaFNTg4GDNmzEBKSorU65L18yrL6x0SEiJT6rDiIiMj4e/vj/j4eC6t1/Tp0yWmM9q5cyfGjRsHFRUV1KhRQyz4VPGbTWX18eNH7Nq1S+TGh7u7e4kd8oyMDJFyZmZmGDFihMhnp0ePHujcuTNmzZoFALh37x6sra3h5uYGU1NTrF69GmPHjuWChRV34MABbNy4kVtG0rhxY0yePJmLgv3161cu0Fyhq1evol27dmI3bnJzc3Hjxg107NhR5teIj7u7OywsLGRevlJ8ij37/4HcIiIi4OPjA19fX5nOd/fuXbRs2RKA9BuURUn7/Fy8eFEk9VzXrl2lnktbWxtZWVnIzc2FoqKi2M0LSRkaCCGEEPJjUcf6J2A/II9uoZ+R8ggoiIj94MEDGBgYoH79+jh+/DhatWqFp0+fwsLCQuJaRSsrK3h6esLV1VUkYnBMTAwcHBzw5s2bcrdtzpw5cHFx4aYJy+LGjRtwcnKCUCiEpaUlBAIB4uLikJeXhz///BNt2rTBvn37uOjcNWvW5CK6e3l5Yfv27TAzM8PBgwdLNUU1MTFR5Ed08Wm3RZUlKnabNm2gq6uLvXv3clPIP378CDc3N7x9+xY3b94UOX7RokXw9/eHt7e3yJTXlStXYvr06Zg3b54sL2eJZHm9Z86cWaF1l6R27drw8PCAt7c3hEKh1GPPnTsHNTU1bsbFpk2bsGPHDpiZmWHTpk0Sp++HhYWhT58+0NDQ4PKeR0ZGIiMjA6dPn5a4dCIiIgLdu3eHioqKSMTur1+/4sKFC7C2tgYA1KlTB2fOnOHOPXfuXISFhSE8PBwAcOTIEfj6+uLhw4eyv0ASlDUtXFJSEtatWydyg2Hq1KkSR6SXLl2KNWvWoEuXLqVavlKo+CyYwvXmdnZ2sLe35y3z5csXyMnJiXRaY2Ji4OPjg7/++qtCUt0V9e3bNygpKZXq/4iSsjWUZ2kIIYQQQsrhp4ZK+4/ZuXMnMzc3Z4qKikxRUZGZm5uzHTt2lKpsVlZWiZF/GWPMwcGBbdq0SWz7li1bWI8ePaTWkZqayjZt2sRmzZrFPD09RR7FWVhYsCtXrjDGGOvWrRubPn06Y6wggnW9evUk1qGiosKePn3KGBONGJyUlMQbXff9+/dswoQJzNTUlNWoUaNUUa3L659//mFbtmxhnp6ebOrUqWzr1q3s8+fPYsc1atSIhYSEMMYYu3HjBlNRUWHbtm1jvXv3Zn379q3wdpUlKraysjK7f/++2PZ79+4xZWVlse35+fnMz8+P1atXj4uyXK9ePbZu3TqWn58vdnzRz2Hxz2dpPq+Mlf71NjIyYu/fvxfb/vHjR2ZkZMTbttI++Ghra7MnT55IbHdRTZs2ZWfPnmWMMRYXF8cUFRXZ7NmzWevWrZmbm5vEcubm5mz06NEsNzeX25abm8vGjBnDzM3NJZZr3749c3NzYzk5Ody2nJwcNnz4cNahQwdum5KSEktJSeGe29jYsMWLF3PPnz59KjVqeVkIBAL29u1bse2PHj1i6urqvGXOnTvHFBUVWatWrbjPQatWrZiSkhK7cOECbxlDQ0OJD77PQ1mkpqaydu3aMaFQyBQUFJinpyfLzMxkw4YNY/Ly8ux///sfb2aAssjLy2OLFi1idevWZXJyctzfxnnz5rGdO3dWSB2EEEII+XkoeNkP4uPjA39/f0yePBlt27YFANy8eROenp549uwZlixZIlYmKysLXl5eMgUIu337Nu+U4M6dO2Pu3LkS21fSaGhx7u7uiI2NRadOnTB79mw4OjoiICAAubm5vPUXqlOnDp48eQJDQ0OR7eHh4bwjU0OHDkVSUhJGjhyJWrVqlXqUX9Yp00WpqamVKuBQamoqN8J88uRJ/P777xgzZgxsbGzQuXNnseNlmbLK18ayRMVu3Lgx0tLSxEbv3759yzs6LhAI4OnpCU9PTy64mrq6usR2amtrc6OTWlpavO8PkxCpulBpX+9nz57xniM7OxsvX74U2y6pPaVt2/Dhw3H48GGxgGd8nj59CjMzMwAFyx169+6NZcuWISoqSmIkbKBglPbYsWMiUazl5OQwbdo0BAUFSSwXERGBHTt2iEy3lpeXh5eXFzc6DQC1atXC06dPoaenh+/fvyMqKgoLFy7k9v/zzz8S4wHk5eXB398fwcHBvN+j4lOMC6dYCwQCuLm5iazbzsvLQ1xcHG9kdqBsQfPKsxQDAL5//463b9+KRdzW19cXqf/Lly9Yv349jh07hvXr1yMsLAy//fYbHj9+LHXq9++//44WLVrA29tbZPvq1atx584dHDlyRGT7kiVLsHfvXqxatQqjR4/mtltYWMDf3x8jR46UWFdSUhL27NmDpKQkrF+/Hrq6ujh37hz09PTKNHOHEEIIIeVHHesfZMuWLVx6mkJOTk6wtLTE5MmTeTvWM2fOxOXLl7F582beAGF8ypLyCABmz56N6dOnY9GiRVBXV8exY8egq6sLFxcXLrVPUZ6enty/bW1tkZCQgIiICDRo0ICL3s1n7NixmDJlCnbv3g2BQIBXr17h5s2bmDFjBubPny92fHh4OMLDw6WeszhZbxKcPn261Od2cnLi/q2mpoYPHz5AX18fFy5c4F4TZWVl3tc6Ojq6VHVI6gyWNip20XRiy5Ytg4eHBxYsWIA2bdoAAG7duoVFixZh5cqVYnXY2dnh+PHj0NLSEulQf/78Gc7OzmLTzUNDQ7llB6GhoWVa3vD48WNcuXKFt5Mzf/58kffn/PnzImuI8/LyEBISInajBpA9cnZxeXl5WLVqFc6fPw9LS0uxDmjRmx+KiorIysoCAFy6dAmurq4AClLrSUvvZm1tjfj4eG79e6H4+Hg0a9ZMYjkNDQ2kpKSIBX1LTU0Ved8cHBzg7e2NlStX4uTJk1BVVRUJIhcXFycx6vnChQuxc+dOTJs2DT4+Ppg7dy6ePXuGkydP8n5XC98XxhjU1dVFpk0rKiqiTZs2Ih3G4tcbHBwstn3EiBGlSh/HZFhe8/jxY4wcORI3btwQO0fxmyyXL19GcHAwbGxs8Pvvv6Nu3bro37+/WGeZT1hYGO96bQcHB97I40FBQdi+fTu6dOkicqPJ0tISCQkJUuvp0aMHbGxscPXqVSxduhS6urqIi4vDzp07cfTo0RLbSgghhJAfoBJHy//VtLS02OPHj8W2P3r0iGlqavKW0dPTY5cvX2aMMaaurs4SExMZY4wFBQVJnNbdqVMnNmnSJLHtEyZMYO3bt5fYPjU1NW7aq5aWFjd9OCYmhhkYGEgsVxZz5sxhKioq3FRjZWVlNm/ePN5jW7RowW7evCnT+WWdMl3YjpIeQqFQpNyQIUOYtbU1GzlyJFNVVeWmKZ86dUrqNN6y6tOnD9u+fTtjjLGZM2cyExMTtmTJEmZtbc26dOkicj1CoZB7FG1/8ed8r0VaWprY9rS0NCYvL1/h17R9+3YmJyfHatWqxX777TfWrFkz7mFlZcW1qbC9xd8TRUVF1qhRI3bmzJkKb1vnzp0lPmxtbUWO7d27N+vevTtbtGgRU1BQYC9evGCMMXb+/HnWsGFDiXUcOnSI6evrs9WrV7Nr166xa9eusdWrVzNDQ0N26NAhFhsbyz2Kmjx5Mqtfvz47dOgQS0lJYampqezgwYOsfv36bMqUKdxxb9++Ze3bt2cCgYCpq6uz48ePi5zHzs6OzZkzh7dtxsbG7M8//2SMif59WL9+PRs8eLDEa1qwYAH78uWLxP186tevz4KDg8W2Hz58mOnp6Ukst3fvXta0aVOmpKTElJSUmIWFBQsKCpJaV7t27VjHjh3ZX3/9xaKjo1lMTIzIoyihUMhev37NPVdVVWUPHz4s1TUpKyuzhIQEse3x8fG8yzCUlZXZs2fPGGOiy2QePHjAqlWrJrGeNm3asLVr14qVu3PnDqtbt26p2koIIYSQikcd6x9k0qRJvGuVp0+fziZMmMBbplq1atwPrXr16rHbt28zxhhLTk6W+EMrPDycKSsrsw4dOrAFCxawBQsWsA4dOjBlZWV29epVie2rVasWe/DgAWOMMTMzM3bq1CnGWEHHmq+uyZMns/Xr14ttDwgIEPlhX1Rubi67cuUK+/DhA8vMzGR3795lt2/fZv/884/Edt25c4fZ2dmxK1eusPfv35dqbezPuknw8eNHNnHiRObk5MT+/vtvbvv8+fPZkiVLKqyeQklJSVwHKzMzk40fP55ZWFiwvn37cp8Txhi7cuVKqR+FCjtvAoGAXb58WaRDFxUVxZYtW1biazdv3jyRtcKFMjIy2KBBg3jL6OvrsxUrVpTq+g0NDdm7d+9KdSyfq1evMhcXF9a2bVuu4xsUFMSuXbtW5nMWev78OXN0dGSWlpYi62GnTp3KJk+eLLFcaW7m8N0Eyc7OZh4eHkxRUZG7YaKkpMSmTp3Kvn37JlZPRkYG73vz4cMHlp2dzds2VVVV9vz5c8YYY7Vr12aRkZGMsYLPoYaGRskvigwWLlzItLS02IoVK9jVq1fZtWvX2PLly5mWlpbImvCi1q5dy1RVVZmXlxc7deoUO3nyJJs5cyZTVVVlfn5+EutSVVVl8fHxpWqXUCgUWS+upqbGkpOTS1W2RYsWbOHChWLbfX19mbW1tdj25s2bs3379nH1FHaQFyxYIPWmaLVq1bg2FS339OlT3rgVhBBCCPk5qGP9g0yaNIlpaGgwc3NzNnLkSDZy5Ehmbm7ONDQ0uE538UBhZQ0QFh0dzQYPHszMzMxY8+bNmbu7O+9oeVGlHQ0tVLduXRYRESG2PTIyUmrblJSUSv3DlDHGHj9+zJo3by4yAiups1FI1psEleXOnTts5syZbODAgaxv374ij5+Nb0S76ENVVZXt2rVL6jn09fVZ69atRQJ+Xb58menp6bE2bdrwllFXV+c6Aj/S0aNHmYqKChs1ahRTUlLi6ty0aVOJQf1+pGfPnpX6wSczM5PFxcWx2NhYlpmZWaFta9SoEbt16xZjrCBY2vLlyxljBaPsOjo6Esu9efOGDR06lNWpU4fJycmJfXf5yBo0j7GCGy179+4V2x4YGMgMDQ0ltq9FixalvpkiEAiYhYUFs7KyYlZWVkxOTo6Zm5tzzwsffE6dOsXk5eWZq6srCwwMZIGBgVzQsxMnTogdf/r0aaapqclWrFjBVFVV2erVq9moUaOYoqKixABujBXcdL1+/TpjTLRjffz4cWZsbFyq6ySEEEJIxaN0Wz+Ira1tqY4TCATcOlZ/f3/IycnBw8MDly9fhqOjI/Ly8rgAYVOmTKmw9iUnJ8uUI1hZWRn3798XC4D15MkTNG3aFN++feOtp2XLllixYgW6dOlSqna1atUK8vLymDJlCm/wMr50RM7OznB0dMTo0aPh5eWFEydOwM3NDcePH4e2tjYuXboktc7MzEyEhYXxBmziS+GTlZXFe6ylpaXEOg4dOgRXV1fY29vj4sWLsLe3R2JiIt68eYO+fftiz549Utsoi2vXrmHbtm1ITk7GkSNHUK9ePezbtw9GRkZceqjnz5+DMQZjY2PcuXMHOjo6XHlFRUXo6uqKBNji8+nTJ4wdOxZnz56Fn58fHj9+jPXr18Pb2xu+vr685UeOHImWLVuWKngZIPt7U6i0ad769euHwMBAaGhoiOU7Lq7wOABS11EDqLA0dz+Tt7c3NDQ0MGfOHBw9ehSDBw+GoaEhUlJSeAONFerRowdSUlIwadIk1KlTR+w726dPH6n1liZoHiD5b1BiYiIsLCxE/gYVfX8iIiIwb948LFu2DBYWFmJr54u+V0UDvUkjKff12bNnsWzZMpG87r6+vhLTqJ0/fx7Lli1DZGQk8vPzYW1tjfnz50tMAwYUpPm7efMmjhw5gkaNGiEqKgppaWlwdXWFq6urzHm5CSGEEFIxqGNdhaWkpJQqQFhhhNjk5GSsW7fuh0SIbdq0KcaNG4dJkyaJbA8ICMCWLVsk5sW9cOECZs2ahcWLF/Pmni3eAVFVVUV0dLRYcCdpZL1JUFR0dDR69uyJrKwsZGZmonr16nj//j1UVVWhq6uL5ORk7th3797Bzc0N586d4z2XtNy2lpaWGDt2LCZOnMh19IyMjDB27FjUqVOH9we9UCiUGpyJr75jx45h2LBhcHFxwb59+/Dw4UMYGxtj8+bN+PPPP/HXX39JPF9ZzZ07F8uXL4e8vDz+/vtvqTdRli9fDj8/Pzg6OvJ2cop2lmV5b4pTVVXFw4cPYWhoKNKxTk5OhpmZGdcJc3d3x4YNG6Curi6W77i4oKAgLiK6pPeG8QTEOn36NHr06AEFBYUSA+cVDZZXVGZmJlasWIGQkBDeoG/SXouyunXrFm7cuAETExOJ7QIKOsTXrl2TGnytIjRt2hRDhgwRi9q+ZMkSHD58GPfu3eO2FX9/Ct+Xovjeq6rg48ePOHPmDBcQr7icnBy4ubnh0KFDYIxBXl4eeXl5GDJkCAIDA0u8IUYIIYSQH4M61r+IrKwsqKqqim0vHiE2Pj4exsbGWLVqFe7cuSMxQqybmxtGjBiBjh07lqr+3bt3Y9KkSZg5cybs7OwAFETjXrt2LdatWycx+q9QKOT+zfdDt/iP2o4dO2L+/Pno2rVrqdpVXp07d0ajRo2wZcsWaGlpITY2FgoKChg6dCimTJkiMorp4uKCZ8+eYd26dbC1tcWJEyeQlpaGJUuWYO3atXB0dJRYT7Vq1fDgwQMYGhqiZs2auHz5MiwsLBAfHw87Ozu8fv1arMypU6dEnufk5CA6Ohp79+7FwoULedPxlHaktqikpCSsW7cO8fHxEAgEMDU1xZQpUyRGjy4qICAAs2bNQt++fREZGQk5OTn88ccfEm8ESUtXJBAIRDqIsrw3xTVo0ADbtm1D165dRV6HoKAgrFixQuKNIGnCwsJgY2MDeXl5hIWFST226AilUCjEmzdvuA65JNI6eYMHD0ZYWBiGDRvGOypckbNZZGVmZoYDBw7Aysqq1GWsrKx4b0wIBAIoKyvDxMQEbm5uIjN/jh07hoEDB6Jr166wsbGBQCBAeHg4QkJCEBwcjL59+3LHlvT+FCVpNLksMjIycPToUSQnJ2PGjBmoXr06oqKiUKtWLdSrV69U54iNjYW1tXWJHf6kpCRER0cjPz8fVlZWaNiwYUVcAiGEEELKqnJmoP83yLqmtlOnTiw1NVVs++3btyVGGi5rhNh+/foxJSUlZmJiwpYuXcoFd5Jm8+bNImsijYyMeNc8FlXaYFqFgoODmZmZGduzZw+LiIgQCapVPFJyRdDU1OQi+WpqanIRgG/dusUaN24scmzt2rW5gHLq6urs0aNHjLGCtZU2NjZS66lfvz6Li4tjjDFmaWnJ/vjjD8YYYzdu3JA5MNSBAweYk5MT7z4VFRX29OlTxpjo5yEpKYk3sNG5c+eYoqIia9WqFfP09GRTp05lrVq1YkpKSlLXeTLGmIODA6tRowY7cuQIY4yxrKwsNm7cOKasrMxWrlwp0zXxkeW9KW7lypXMzMyM3bp1i6mrq7Nr166x/fv3Mx0dHRYQEFDutv1smpqaLDw8/IfXExQUxNq1a8fq1KnDrfP29/dnJ0+elFjm/PnzzN7envvclYa3tzfT1NRk7du3Z9OmTWOenp6sQ4cOTFNTk02ZMoV169aNCYVCsXojIiKYi4sLs7a2ZlZWVszFxYVFRUWV6VorWmxsLNPR0WEmJiZMXl6e++7NmzePDRs2rNTniYmJkbg2nRBCCCFVF+Wx/kFKWlPLR0NDA5aWlti8eTMGDRqE/Px8LFq0CMuXL8fkyZN5y9y7dw9//PGH2HYdHR18+PBBYvuOHTuGDx8+YP/+/QgMDISvry+6du2KkSNHok+fPmJTdAFg/PjxGD9+PN69ewcVFRWoqalJfQ1ycnKwYMECbNu2DY0aNZJ6bKGBAwcCKMhnW0ggEIiNcGtra5c6h3J6errEfQoKCtx5atWqhZSUFJiamkJTUxMpKSkix2ZmZkJXVxdAQb7id+/eoVGjRrCwsEBUVJTUNnTo0AEXL16EhYUFBgwYgClTpiA0NBQXL14s9frzQq1bt5Y4Q6BOnTp48uSJWJ7n8PBwGBsbix3v7e3Nu37W29sbs2bNQrdu3SS2Izc3F3Fxcahbty4AQEVFBVu2bEGvXr0watQoeHl5yXRdxcny3hTn5eWFT58+wdbWFt++fUPHjh2hpKSEGTNmiCxnkDRyyicwMLDUbZe23r4stLW1ufzhsnj48CHv+nS+qd1btmzB/PnzMXXqVCxdupT7rmlpaWHdunUS10oPHDgQWVlZaNCgAVRVVcX+dvB9/96/f4/p06fDx8dHZPuSJUvw/PlzXLhwAb6+vli8eLFIvc2bN8f+/ftLd/HFlCU2giymTZsGNzc3rFq1SmS9eI8ePTBkyJByn7u0iuZbJ4QQQsjPQx3rH2TZsmXw9/fn1tSuX79eZE0tn9OnT2Pr1q0YNWoUTp8+jWfPniElJQVnz56VODVaS0sLr1+/FptiGx0dXeLUwxo1amDKlCmYMmUKoqOjsXv3bgwbNgxqamoYOnQoJkyYwE0v3LVrFzf1uGigq9zcXPj4+GD58uVi51dQUMD9+/dL3XEBgKdPn5bquHXr1pX6nNJYWVkhIiICjRo1gq2tLebPn4/3799j3759sLCwEDm2cePGePToEQwNDdGsWTNs27YNhoaG2Lp1q8T3tNDGjRu5db2zZ8+GgoICwsPD0a9fP7HOhTRfv35FQEAA6tevz7t/7NixmDJlCnbv3g2BQIBXr17h5s2bmDFjBubPny92fHx8PIKDg8W2jxgxosTX+OLFi7zbHR0dRda7FvfixQucPn2at5NTtFMgy3tTVF5eHsLDwzF9+nTMnTsXDx8+RH5+PszMzMRuBjk7O0u9xqKaNWvG3eSRpviU7g0bNpS6DkkB2RYvXoz58+dj7969vEtCiktOTkbfvn1x7949kTYXfhf5phkHBARgx44dcHZ2FrnR0qJFC8yYMUNiXWX5LgYHByMyMlJs+6BBg9C8eXPs2LEDgwcPrpBO4rt37+Du7o6///6bd39FrbG+e/cutm3bJra9Xr16vEswZBEdHS3yPDIyEnl5eVwsisePH0NOTg7NmzcvVz2EEEIIKYdKHjH/11JVVeWmRtaoUYObBvzw4UNWu3ZtqWW9vb2ZQCBgCgoKXFoVSWbOnMnat2/PXr9+zdTV1VliYiILDw9nxsbGbMGCBaVq66tXr9iKFStYo0aNWLVq1Zirqyvr1q0bk5eX5/LDampqsn79+rEPHz5w5eLj45mVlZXUFC/Tpk1js2bNKlU7KtqXL19YWFiY1GPu3r3LQkNDGWOMvX37lvXo0YOpq6szKysrFhMTI3Ls/v372Z49exhjjEVFRTEdHR0mFAqZsrIyO3ToUIW3X0tLi2lra3MPLS0tJicnx9TV1bmUYnzmzJnDVFRUuCn7ysrKbN68ebzH1q9fnwUHB4ttP3z4MNPT0yuxjYW5otu0aVOqXNGXLl1iqqqqzNzcnMnLy7NmzZoxLS0tpqmpyWxtbUWOlfbeREdHS22XrGneSqOsqbIMDQ1L9TAyMpJYd7NmzZi6ujpTU1NjTZs2LTH9U69evVifPn3Y27dvmZqaGnv48CG7du0aa9WqlcT89srKylzbiy4jePz4MVNWVi7ry8ZLV1eXdxnJ3r17ma6uLmOMsQcPHrAaNWqIpIaT9JCTk5NY15AhQ1i7du3YnTt3WLVq1diFCxfYvn37WOPGjdmff/5ZoddUOC296Ot3/vx5Vr9+fe649evXS314eXlJnQq+du1a1rt3b5aens5tS09PZ3369GFr1qypsOshhBBCiGxoxPoHqV69OpdGpl69erh//z4sLCyQkZGBrKws3jIfP37EqFGjEBISgm3btiEsLAz29vZYtWoVJkyYwFtm6dKlcHNzQ7169cAYg5mZGRchdt68eRLbl5OTg9OnT2PPnj24cOECLC0t4enpCRcXF24a46FDhzB+/Hh4enoiOjoaw4YNg4WFBQIDA/H48WPMnDkTv//+OzZt2iSxnu/fv2Pnzp24ePEiWrRoIRYVXNKIlCxTWCV58uQJbG1tpY5ItWjRgvu3jo6O1KjZLi4u3L+trKzw7NkzJCQkQF9fHzVr1iyxPfn5+Xjy5AlvVGe+IHL+/v4io/1CoRA6Ojpo3bo1tLW1JdazdOnSEkdqC40ePRpjxoxBcnIy2rVrxwWEWrlyJaZPny71eopGII+OjkZ2djaAgvRJy5Yt430tZ8+ejenTp2PRokVQV1fHsWPHoKurCxcXFzg4OIgcK8t7U5yFhQWSk5OlBkuTJDIykgvkZmZmxgXlkhZdXprSzsKQRpaRdQC4efMmQkNDoaOjA6FQCKFQiPbt22P58uXw8PAQGwEFCgLLxcTEiF3n33//DTMzM6n1FWYmSEpKwvr160vMTDB58mSMGzcOkZGRaNmyJQQCAe7cuYOdO3dyUb/Pnz8PKysrsUwERd24cQMBAQFSZxGEhobi1KlTaNmyJYRCIQwMDNCtWzdoaGhg+fLlEoMOyprqrU+fPli0aBE3A0QgECAlJQXe3t743//+xx3n7+8vsa2F9PX1Je5bu3YtLly4IPI3QFtbG0uWLIG9vX2J31tCCCGE/CCV3bP/txo8eDAXVGzJkiVMR0eHjRo1ihkYGEgMXla3bl1mY2MjMtJ26NAhVr16ddazZ0+p9SUlJbEjR46ww4cPs8ePH5fYvho1ajBtbW02YcIEiaN/6enpzNDQkHuel5fHPDw8mFAoZAoKCuzgwYMl1tO5c2eJj+IjlIXXYWlpyY1SFY66Fo5MyeJHBgHKz89n+fn5pT7+5s2bzMjISOSail5bZcnPz2d+fn4iQenq1avH1q1bV+L1NWvWjBt1LDpCFx0dzWrVqsVbRk1NjT158oQxVjAif//+fcZYwXtlYGAgcmxycjLvZ/nx48clBso6f/48a9asGTtz5gx79eoV+/Tpk8iDT1paGrO1tWUCgYCbISAQCJidnR17+/Ytb5kHDx6wv//+m506dUrkUdm0tLS498PY2Jgb+X/y5AlTUVHhLbN7925Wr149dujQIVatWjV28OBBtmTJEu7fkly5coWpqKiwrl27MkVFRa7elStXsv/9738Sy+3fv5+1adOGm5HRpk0bduDAAW5/VlYW+/r1K2/Z+Ph45uzszOTk5Jirqyt7/vy5xHrU1dW5z4uBgQEXBC45OVniaxEVFcVq167NNDQ0mJycHNPR0WECgYBVq1ZN4syCT58+MRsbG25miZ6eHlNQUGAdO3ZkX758kdg+WampqbGQkBCx7SEhIUxNTa3C6iGEEEKIbKhj/YN8+PCBvXz5kjFW0CFduXIl6927N/P09BSZwlfUokWLWF5entj21NRU1rVrV94yCxcuZJmZmWLbs7Ky2MKFCyW2LygoSOKPVklOnTrFdHR0WPv27ZmOjg6zs7PjrrGilGUKqySSOtbNmjUTm0or6VHczp07mbm5OVNUVGSKiorM3Nyc7dixo8S2/Pbbb6x///7s4cOH7OPHjywjI0PkUSg2Npb7DBSPiF78kZSUxL5//y5ST+ENC0mP4r59+8b96P/8+TP7/PlziddSSNYI5IwxVqtWLfbgwQPGGGNmZmZcJzQmJoZVq1ZN5NiOHTuywMBAsXPs27ePderUSWrbit+4KHxIu5ExYMAA1rx5cy76OGMFHecWLVqwQYMGiRxb1htA7u7uUh8liYiIYPv27WP79++XGg27ffv27MSJE4yxgpt8Dg4OLDw8nLm6ujJzc3OJ5bZv38709fW566lfvz7buXOn1DaVNTNBWbx8+ZKNGjWKKSgosF69erF79+6VWKZFixbs3LlzjDHG+vTpw4YNG8ZevHjBvLy8JC5j6dSpExs9ejTLzc3lriklJYV17NiRHTt2TGp9ISEhbPXq1WzlypXs4sWLsl9kCYYNG8b09fXZkSNHWGpqKktNTWVHjhxhhoaGzNXVtcLrI4QQQkjpUMf6FycUCllaWprY9vfv31foSOiYMWOYkpISW716NcvPz2evX79mPXr0YNWrV2eHDx8usXxiYiI7d+4cy8rKYowxiaOhNWrU4NJqaWhocOmWQkJCWLNmzWRqs6SO9YIFC7iHt7c309DQYG3atGGenp7M09OTtW3blmloaDBvb2+RcvPmzWPVqlVj3t7e3Mikt7c3U1NTY3PnzpXaFlVVVZaYmFhimwUCAfd+Fu+08T20tLRE1ndPnTpV5DFx4kRmY2PDNDU1mYeHB3fcu3fvWM+ePZm8vDwTCoWsbdu2Mq9JNjY25joORTtUe/fuZaamprxl+vTpw7Zv384YK4gPYGJiwpYsWcKsra1Zly5dRI4tjBlQXGJiItPU1JTaNlnTvDFW8Hm7c+eO2Pbbt2+L1VfWG0DOzs4iD0dHR2ZgYMA0NTUlzmRhTPbR9HPnznEdwKSkJGZqasoEAgGrWbMm72hnce/eveP9u8KnWrVq3Gen6Ofg6dOnEm+wyCojI4N5eXkxFRUV1rZtW5luspUlNkJ5Ur39aJmZmWz8+PFMSUmJu5GjqKjIxo8fX6Ej44QQQgiRDXWsK1DRKabFp56WZipqoczMTBYfH1+qHM4CgYD3h3VISAirWbOm1HpkybNtbm4uFsyLMcY2btwoNtJY1Pv375mdnR3XSSz80T1ixAg2bdo0seNlmcJafPpt8ce6detKvLkwcuRI3sBe8+fPFxtBrFGjBpd/uqg//viD1ahRQ2o9tra27O+//5Z6DGMFAbIKbzqUFCDr0aNHbMmSJWJTqPn4+vqy6dOnc89HjRrFatWqxZYuXcrWrl3LGjZsKHFWhCRlyRWdlJTEfZYLOwgWFhasb9++YkG/NDQ0eEdlIyIifsiUVzU1Nd5lEVFRUUxdXV1kW0XeAMrLy2Njx46VmvtbltF0ST58+CB1er+trS37+PGj2PZPnz7xznYoVK9ePS7IYtGO9fHjxyWOCOfm5rLVq1ezli1bslq1aokE6dPW1hY5duXKlax69erMzMxMaj7t0srMzGSRkZHs3bt3Eo+pWbMml6e+UaNG3Ih3fHy8xOnjjBUE53N0dGTGxsasQYMGzNHR8YeMWjNWEJwxNjaWxcTEUIeaEEIIqQKoY12Bio4eS4pkK20q6tu3b5mjo6PEyLdFFUaMFgqFYtGjNTQ0mFAoZBMmTJDY1oMHDzIFBQXm6OjIFBUVWa9evVjjxo2ZpqYmc3NzEzv+27dvEs9V2KngM2zYMNa9e3eWmpoqFinXzMxM7HhZprBKG8kt7fplDQ0Niet4NTQ0RLZpaWnxHvvo0aMSR1CPHz/OzMzM2J49e1hERESpbpqURnp6utSRzkKJiYkiHRY9PT129uxZ7nl8fDyTk5MTm1peElkikOfm5rIrV65IXApRnKOjI+vfvz/Lzc0VOcf//vc/5uDgUGL5jx8/sjVr1rCRI0eyUaNGMT8/P5Fp98U5OTmxjh07iixvePHiBevUqRNzdnYWObYsa5ilSUhIkJotQJbR9LIqOluiqLS0NCYvLy+xXFkyE/j4+LA6deqw1atXM2VlZbZ48WI2cuRIVqNGDbZ+/XqxdqmqqjInJyexG4DSbgaWR7du3bj13mPHjmWtWrVi+/fvZ927d2etWrXiLRMQEMDk5eXZoEGDuAjfgwcPZgoKChJvNJVHaWcBEUIIIeTnoKjgFSg0NBTVq1cHAFy+fFnm8lOnTsXHjx9x69Yt2Nra4sSJE0hLS8OSJUuwdu1akWPXrVsHxhhGjBiBhQsXQlNTk9unqKgIQ0NDtG3bVmJdsubZVlJSkniuwlyqfC5cuIDz58+L5V1u2LAhnj9/Lnb8vHnzkJmZCQBYsmQJevXqhQ4dOqBGjRo4fPiwyLHFI2uXhYqKCsLDw7l83YXCw8OhrKwssm3o0KHYsmWLWCTz7du3i0QM51MYFXjEiBHctsL8wsXzHheXlZXFG5nY0tIS2traOH78uNS6gYIo0UWv59WrV1y0awBo0qQJFBUV8erVK5miX8sSgVxOTg7du3dHfHy81KjmhVatWoWOHTuicePG6NChAwDg2rVr+Pz5M0JDQ6WWjYiIQPfu3aGiooJWrVqBMQY/Pz8sXboUFy5cgLW1tViZjRs3ok+fPjA0NISenh4X1dnCwgL79+8XObZp06aIi4uDsbExWrdujVWrVkFRURHbt2+HsbFxiddWXFJSEnJzcyXuz8/Ph4KCgth2BQUF7nvQr18/BAYGQkNDA/369ZNaX9HPTFxcHPfvhw8fiuRczsvLw7lz51CvXj2J5ypLZoIDBw5gx44dcHR0xMKFCzF48GA0aNAAlpaWuHXrlkjUbVdXV5Ho+LIq+p3js3v3brFty5Yt47I6LF68GMOHD8f48eNhYmKCPXv28J5n+fLl8Pf3F4li7uHhARsbGyxdulRqdHNZfPjwAQMGDMDly5chEAiQmJgIY2NjjBo1ClpaWmL/VxBCCCHk56COdQXq1KkT779LS5a0MMOHDwdQkCKnXbt2vD+6pUlKSuLOp6SkhMzMTAgEAnh6esLOzg4LFy4UK3P06FEEBwfzdvKioqJ468nMzISqqqrY9vfv3/N21rt3787929jYGA8fPkR6ejq0tbXL9eNakqlTp2L8+PGIjIxEmzZtAAC3bt3C7t27MX/+fEybNo07ViAQYOfOnbhw4YLIsampqXB1dZVaT1lSLr179w7u7u74+++/effzdcb79u0r8joxxvD69WtERETAx8dHZLu8vOjXX15evlQ3K0rqqBTi67DIkgbLzMwMcXFx2LhxI2JjY6GiogJXV1dMmjSJu4EliaenJ5ycnLBjxw7uOnNzczFq1ChMnToVV69eFSujp6eHqKgoXLx4EQkJCVwnsWvXrmLHFr0BtHjxYvTu3Zu7AXTo0CGJ7Sr6eQL+7/05e/Ys953mY2dnhylTpuDgwYOoW7cuAODly5fw9PREly5dAACamprce1/0RltJmjVrBoFAAIFAADs7O7H9KioqCAgIkFheQUEBBw4cwKJFixAdHY38/HxYWVmJ3awq6s2bN7CwsAAAqKmp4dOnTwCAXr16iXxOASAwMLDU18Ln48ePIs9zcnJw//59ZGRk8F4vULZUb58/fxZLGQcA9vb2mDVrFm+ZvLw8nDx5kkvvZmpqij59+kBOTk5iPZ6enlBQUEBKSgpMTU257QMHDoSnpyd1rAkhhJBKQh3rHygjIwN37tzhzVvM1xHLzMyErq4ugII82O/evUOjRo1gYWEhseNatAP/9etX5OTkiOzX0NDgLSdrnu0NGzZg7ty5GD58OE6dOgV3d3ckJSXh7t27mDhxosTXoGPHjggKCsLixYsBFHRO8/PzsXr1atja2ood/+nTJ+Tl5Yl0nKpXr4709HTIy8tLvJ6i1xsTE1PqUUNvb28YGxtj/fr1+OOPPwAApqamCAwMxIABA8Ta2Lx5cwAFNyaAgh/dOjo6ePDggdR6ypIDWZYZDIW0tLS4kXCgIPd148aNsWjRItjb23PHMcbQpUsXkc51VlYWevfuDUVFRW4b3+cuMDAQBgYGsLKykpo/mM/SpUsxY8YMLF68GM2bNxfLa178/a1bty6WLVsmUx1AwYh10U41UHDjwMvLS6TTBBTc0Jo0aRJu3boFDQ0NdOvWDd26dQNQ8Hk0NzfH1q1buVFzQPQGUIMGDUp9A6h4/ujC3ORr166VesOCbzT9+fPnsLS05EbTi46kShpV5fP06VMwxmBsbIw7d+5AR0eH26eoqAhdXV2pHb1CDRo0QIMGDUpVZ/369fH69Wvo6+vDxMSEm0Vw9+5dqbNjyuLEiRNi2/Lz8zFhwoQyzS6QxMnJCSdOnMDMmTNFtp86dQq9e/cWO/7JkydwdHTEixcv0LhxYzDG8PjxY+jp6eHs2bMSX0tZZwERQggh5OegjvUPcubMGbi4uCAzMxPq6uoiP7YFAgFvx7px48Z49OgRDA0N0axZM2zbtg2GhobYunUr7/RsoKAz5OXlheDgYHz48EFsv6Qpxh06dMDFixdhYWGBAQMGYMqUKQgNDcXFixe5EbCiNm/ejO3bt2Pw4MHYu3cvvLy8YGxsjPnz5yM9PV3i67B69Wp07twZERER+P79O7y8vPDgwQOkp6fj+vXrYscPGjQIvXv3xoQJE0S2BwcH4/Tp0yWOHMna0QOAAQMGYMCAAbz7yjKlv9Dp06fRo0cPKCgo4PTp01KPdXJyEtsmywyGrKwszJw5E+fPn0dubi66dOmCgIAA1KxZk7c+X19fsW19+vQp1XWNGzcOhw4dQnJyMkaMGIGhQ4eWOIJcqHBEz8nJSWxkvfiUeL5R5aI6duwocZ+GhgZSUlLQpEkTke2pqalQV1cX2bZu3TqMHj2a96aNpqYmxo4dCz8/P3To0KHEKdZAQQe+du3a6Natm1iHqqyfJ77RdHNzc97vqqwMDAyQk5MDV1dXVK9evVQ3gaZNm4bFixejWrVqYqPwxRVfOgEUzKwICQlB69atMWXKFAwePBi7du1CSkoKPD09y3wtpSUUCuHp6YnOnTvDy8tLbH9aWhpmzJiBkJAQvH37VuzvCt/fVVNTUyxduhRXrlzhluHcunUL169fx/Tp07FhwwbuWA8PD3h4eMDY2Bg3b97kvj8fPnzA0KFD4eHhgbNnz/K2XdZZQIQQQgj5OQSsLD0RUqJGjRqhZ8+eWLZsGe+PID4HDhzA9+/f4e7ujujoaHTv3p37sRQYGIiBAweKlZk4cSIuX76MRYsWwdXVFZs2bcLLly+xbds2rFixQuLa3/T0dHz79g1169ZFfn4+1qxZg/DwcJiYmMDHx0dsDayqqiri4+NhYGAAXV1dXLx4Eb/99hsSExPRpk0b3k59oTdv3mDLli2IjIxEfn4+rK2tMXHiRN6bBdWrV8f169dFpjgCQEJCAmxsbKTWAwDq6uqIjY2t0JGoshIKhXjz5g10dXUhFAolHidpjbWGhgbi4uJgaGgIQ0NDHDhwADY2Nnj69CnMzc1FZhbMnDkTmzdvhouLC1RUVPDHH3+gc+fOOHLkyA+5tuzsbBw/fhy7d+/GjRs34OjoiJEjR8Le3l7qiG1YWJjU8xadgcH3mhU9t7R16R4eHjhx4gTWrFmDdu3aQSAQIDw8HDNnzsT//vc/rFu3jjvWwMAA586dE/vMFUpISIC9vT1SUlLg7u4utf1AwWjo27dvERYWhhkzZmDRokUllpHk9u3bSE9PR48ePbhte/fuha+vL7KysuDs7IyAgACxDlVZOoba2tqIjIws1XencAaFlpYW78yTQgKBoMT18EDBdV6/fh0mJia8N5l+hL/++gvDhw/Hu3fvxPb16NEDKSkpmDRpEurUqSP2mea7CVWa5Q1AwWuSnJyMatWq4datW9yU+EKxsbGwsbHBly9feMs7OjrC2toaixcvhrq6OuLi4mBgYIBBgwYhPz8fR48eLVU7CCGEEFLBfm6stP8OVVVVLmqwrN69e8fev39fqrQwenp67PLly4wx0by/QUFBrEePHmWqn4+RkRGLjIxkjDHWokULtnXrVsZYQXTv4ulxykNVVZXFxcWJbY+LiytVtOVx48ZJfb0YY0xbW5s7pnhEdWlpfxiTLUVZebVo0YJL89OnTx82bNgw9uLFC+bl5SWWxsjY2JgdPHiQe3779m0mLy8vElH7R3n27BlbsGABMzY2Znp6euyff/6pkPNmZGSIPN69e8cuXLjAWrduzS5duiS1bHZ2NvPw8GCKiopcNH4lJSU2depUsQj3SkpKUnOMJyYmMmVlZZnb/+effzI9PT2x7UeOHGH9+/dnrVu3ZlZWViKP4hwcHNiKFSu453FxcUxBQYGNGjWKrV27ltWuXZv5+vryljMzM2ObN29mJ06cYCdPnhR58HFzc2Nr166V+Tpl9f37d+bm5lbmv4+yKsxPX/iYOnUqGzhwIFNTU2MTJ07kLSMp9VpF0tbW5tKUFRUeHi71b+qDBw+Yjo4Oc3BwYIqKiuz3339npqamrFatWuzJkyc/ssmEEEIIkYKmgv8g3bt3R0RERKlHTjMyMjB37lwcPnyYC7ajra2NQYMGYcmSJRLLpaencyMlGhoa3LTs9u3bY/z48WLHC4XCEoOACQQCsQjFdnZ2OHPmDKytrTFy5Eh4enri6NGjiIiIkDo9VtbpvC1btsT27dvFgiVt3bqVW99cXEpKCmrVqgUlJSVs2bKF256fn48XL15AX19f5Hh/f39uOrC/v3+pg6IdOnQIrq6usLe3x8WLF2Fvb4/ExES8efMGffv25S3DN+IYFBQEX19fZGZmShxxBArWWL9+/RpAwdTt7t2748CBA1BUVBQL6JSamiqyBrhVq1aQl5fHq1evoKenV6rrK6vCwFeMsRKDn8nyeeALwNWtWzcoKSnB09MTkZGREs+jqKiI9evXY/ny5UhKSgJjDCYmJryzR+rVq4d79+7BxMSE91xxcXESl2JIY2NjI7aeW9ZYBTExMVx8AqDgM9iqVSvs2LEDQMEUcV9fXyxYsECkXHh4OK5du4ZmzZqVur0mJiZYvHgxbty4wbv+vWik7vJQUFDAiRMnxIKU/ShlWdeup6dXpmUlsujVqxfGjBmDXbt2oVWrVgAK/l6MGzdO6qh9YVC/zZs3Q05ODpmZmejXr5/EWUCEEEII+TloKngFKrqO9t27d1i0aBHc3d1hYWEhFrW76A+n9PR0tG3bFi9fvoSLiwtMTU3BGEN8fDz++OMP6Onp4caNG7wpiiwtLREQEIBOnTrB3t4elpaWWLNmDTZs2IBVq1bhxYsXIsefOnVKYvtv3LiBgIAAMMbw9etXkX35+fnIz8/ngkEFBwdzU8fHjRsnEvCqKFmn816/fh1du3ZFy5YtufWjISEhuHv3Li5cuCDSeSxah6mpKU6fPi0S8CctLQ1169blnfb6+fNnSS+DiKLrbi0tLTF27FguRVlsbKxIijK+SOo9evRA586duajA9+7dg7W1Ndzc3GBqaorVq1dj7NixYh0jPllZWUhISIC+vr7Y2mk5OTm8efNGJPBU4TTR0k5RlUXRqeDh4eHo1asX3N3d4eDgIHXae3mmdxeKj49Hy5YteafKliVi+eTJk3HlyhXcvXtXLMXa169f0apVK9ja2oqskS2rJk2awNfXF4MHDxZZtlAYq2Djxo0ixysrKyMxMZG7OdK+fXs4ODhwaayePXsGCwsLLhBhITMzMxw4cEAkpVpJpH1OCqcvFyrNWvNCfOngCv8ulrQ+m8/Dhw95MxNU5BTyCxcuYO3atVyci9JgjOHo0aO4fPkyb8DK4q9DRkYGhg8fjjNnznD/P+Tm5sLJyQmBgYFiN5Z2794NFxcXWkdNCCGEVFHUsa5A0joURRVfUzt16lSEhITg0qVLqFWrlsixb968gb29Pbp06QJ/f3+xc/n7+0NOTg4eHh64fPkyHB0dkZeXh9zcXPj5+WHKlCkltichIQGzZ8/mAq4tXrxYbJS3rArT6BTKyclBdHQ0fHx8sHTpUt7gSzExMVi1ahWXYsnS0hKzZ8+WmL5HKBSiX79+uHz5MoKDg7lzpqWloU6dOryjqKUZuQdEO3rVqlXDgwcPYGhoiJo1a+Ly5cuwsLBAfHw87OzsuNHlourUqYMzZ85wI5dz585FWFgYwsPDAQBHjhyBr68vHj58WGJbpBEKhejRo4fIj+4zZ87Azs5OZOSxNDmvSzJhwgQcOnQI+vr6cHd3x9ChQ1GjRo1SlS3N5+HFixeoX7++SH5l4P9SU61YsQI5OTm8we8Kg7yVFLG8aKTotLQ0WFtbQ05ODpMmTULjxo0hEAgQHx+PTZs2IS8vD1FRUWLfzbKQNVaBgYEB9u3bh44dO+L79+/Q0tLCmTNnuM/4vXv30KlTJ7EAgmXpGMqiNGvNC/FFKF+6dCnWrFmDLl26lHp0PDk5GX379sW9e/dEIt8Xfo9Lc1OmtLS1tZGVlYXc3FyoqqqK3RjlC9jo4eGB7du3w9bWFrVq1RL7+yIpUntiYqJIejdJMyfk5OTw+vVrLnNE3bp1cePGjR/y/hJCCCFEdjQVvAKVJgcwn5MnT2Lbtm28P9xr166NVatWYdy4cbwd66IRdG1tbZGQkICIiAg0aNAAv/32m9R6X716BV9fX+zduxfdu3dHTEwMmjZtyu0v3rGRxtLSknd7WabzNmvWjEt9VRoCgQCbN2/GgQMH4OjoiFWrVnE/zCV1notGZ2aMoWfPnti5cyfq1asnsR5ZU5QBBTl0i76vYWFhIrluW7ZsidTUVN6yeXl5CAwM5AJQFf98FQ0KxZcDeejQoRKvRZqMjAxoaWlJ3L9161bo6+vDyMgIYWFhEgOS8XXiS/N5sLCwwPr16+Hm5sZ73jZt2vDmyAbKFrG8Vq1auHHjBsaPH4/Zs2eLdNi6d++OzZs3V0inGij4Pn/48AEGBgYwMDDArVu38Ntvv3Epr4pzcHCAt7c3Vq5ciZMnT0JVVVVk1kZcXBxvWqaBAwciKysLDRo0KHXHUJJ79+5h165dIgHfZEnnxWfnzp3Q0tJCZGSk2N8AgUDA27GeMmUKjIyMcOnSJS412IcPHzB9+nSsWbNGYl1lCeRW9FpLa//+/Th+/Dh69uxZquPDwsLQqVMnNGzYUGrO70LF2/3PP/+U+f8cQgghhFQ86lhXsOI5cYv69OkT2rVrJ5YT9/Xr1zA3N5d4zqZNm+LNmzelql9fX7/E0eZPnz5h2bJlCAgIQLNmzRASEsI7xbpZs2YiI0OSSIpqLY2Ojg4ePXoktv3ly5c4duwYHj9+DIFAgEaNGuF///sf6tatK/Fche3z9PREkyZNMHjwYMTFxWH+/PkSyxSNPg0UjAa1adOGd038iBEjsH79eplTlAEFnbanT59CT08P379/R1RUlMiU8X/++Ues01NoypQpCAwMhKOjI5o2bSp1hL2sHZ2VK1fC0NCQizg/YMAAHDt2DLVr18Zff/3Fe3PG1dW11OvSS6vo52Hp0qWYNGkSnJ2dMWfOHG56e+Ha2OLTtYvavHkz/P39uWnqs2fPLlXEcgMDA/z111/4+PEjnjx5AsYYGjZsyLv8ojxkjVWwZMkS9OvXD506dYKamhr27t0rsuxi9+7dIvnJC5WlY1jU58+fcfDgQezatQsRERESb5yV1dOnT2Uuc/PmTYSGhkJHRwdCoRBCoRDt27fH8uXL4eHhIbaWupCbmxtSUlLg4+PDG+GbD9+NqpJoamrKlI2gW7duqF27NoYMGYKhQ4eK3NQkhBBCyC/oZ0ZK+y/o3bs38/Pzk7h//fr1zNnZWWRb3bp12bVr1ySWuXr1Kqtbty7vvsmTJ7P169eLbQ8ICGBTpkwR275y5UpWvXp1ZmZmJjE6cKFnz56V+iFJbGysyCMmJob9/fffrFOnTqxdu3Yix27atIkpKSkxgUDAtLS0mKamJhfNedOmTRLrEAgELC0tjXv+4MED1qBBA2ZhYcGEQqHUayykpqYmMUqxUChkaWlp7MOHD+zly5eMMcby8vLYypUrWe/evZmnpydLT0/nLTtmzBjWtm1bdvXqVTZt2jRWo0YNlp2dze3fv38/a9GiBW/ZGjVqsLNnz5aq/WVlZGTERSa+cOEC09LSYufPn2cjR45k3bp1q/D6Svt5SE5OZnZ2dqxWrVrs1KlTZa7vR0UsL6u8vDyWk5PDPT98+DD3HS76uSguIyODN8L7hw8fxMqVJ+r2lStX2LBhw5iqqioTCoVs1qxZUiOmF5Il0nlZaWlpcddkbGzMQkNDGWOMPXnyRGrGgPJG+M7KymKfPn0SefAJDAxkgwYNYllZWaU677t371hAQABr164dEwgEzMLCgq1cuZKlpqbyHi8UCtnbt2+55+rq6iw5OVn2CyKEEELID0Ed6wqmr6/PHj58KHF/fHy8WAqeESNGsI4dO/L+sP727Rvr1KkTGzFiBO/56tatyyIiIsS2R0ZGsnr16oltFwgETFVVlTk5OYmli+JLHeXu7s4+f/4s8XpKIhAIuHRHRR9t27Zl8fHx3HF//vknk5OTY9OnT2evXr3itr969Yp5enoyeXl5iZ3Mzp07s48fP4ps+/DhA+vYsSMTCASlaqe0jnXxjrss3r59y9q3b88EAgFTV1dnx48fF9lvZ2fH5syZw1u2Tp067NGjR2Wqt7SUlZVZSkoKY4wxDw8PNmbMGMYYY48ePWJaWloVXl9pPw+FAgICmLy8PLOwsChTh+358+ds4cKFzMjIiNWrV6/SO9Y/i6amZqk71q9evWJLly5lDRo0YLVr12aenp7s7t27TF5enj148KDE8uvXr+dSVykqKrKxY8eyrl27Mk1NTYmfbcYYS01NZZs2bWKzZs0SS4nFp3379uzEiROMMcYGDx7MHBwcWHh4OHN1dWXm5uYS6zE1NWVRUVElXkdRX758YRMnTmQ6OjpMKBSKPfhkZmay7t27MzU1Nda0aVOZPq/JyclsyZIlzNzcnMnJyTFbW1uxYwpvOBamAhQIBExTU7PEFIGEEEII+TloKngFS0tLkzi1FwDk5eXx7t07kW0LFy5EixYt0LBhQ0ycOBFNmjQBUBD9dvPmzcjOzsa+fft4z/fhwwfedasaGhp4//692HZZp/Hu3bsXK1as4NJTyar4lE9J03lXrVoFb29vsdRiderUgZ+fH1RVVbFy5Ure9YtF10sXql69usS1v5JIe13KOvVZR0cH165dw6dPn6CmpgY5OTmR/UeOHIGamhpv2enTp2P9+vXYuHFjhU+9LqStrY3U1FTo6enh3Llz3OvPGKvQYFCFSvt5AIDnz5/j2LFjqF69Ovr06cNFpC8JX8TyjRs3lhix/Gf59u0b4uLieNfNV1Rk6759++LkyZOlirptZGSE/v37Y9OmTejWrZvMr9HmzZuxfft2DB48GHv37oWXl5dIpHM+ISEhcHJygpGRER49eoSmTZvi2bNnYIzB2tqat8y8efOQmZkJoGCKfK9evdChQwfUqFEDhw8flti+devWwdvbW6ZAbl5eXrh8+TI2b94MV1dXbNq0CS9fvsS2bduwYsUK3jJubm6IjIzE0KFDeYOXSWNkZARvb2/89ttv8PHx4f3bVd517YQQQgj5sahjXcHKkhO3fv36uHnzJiZMmCAWPKlbt27YuHGjxFzEJiYmOHfuHCZNmiSy/e+//+Zd71c8/3FJWBmDxn/9+hUhISHo1asXAGD27NnIzs7m9svLy2PRokVchyo6Ohrbt2+XeL5hw4Zh/fr1vPtSUlKktoVvzXnx9azfvn3DuHHjxKITFwbgatSoUYk/lKUFhOK7+QFAamCt8PBwXL58GX///TfMzc3FbthURITvfv36YciQIWjYsCE+fPjA5duOiYmR+Bkuq/z8fISEhOD48eN49uwZBAIBjIyM8Pvvv2PYsGEir++OHTswffp0dO3aFffv3xdJIyZN8Yjlhw4dKnXE8p/h3LlzcHV15b3pVZZYBZLIkpPawMAA4eHh0NfXh4GBAXdjr7RSUlLQrl07AICKigoX4G/YsGFo06aNWAoxoODvwfTp07Fo0SKoq6vj2LFj0NXVhYuLi0hwv6K6d+/O/dvY2BgPHz5Eeno6tLW1xb6bxbdlZmbKFMjtzJkzCAoKQufOnTFixAh06NABJiYmMDAwwIEDB+Di4iJW5uzZszh//jzat28v6aXidf36dRw4cABHjx7Ft2/f4OTkhGXLlokdV5Z134QQQgj5eahjXcF69uyJ+fPno0ePHrw5cX19fbnOZlFGRkb4+++/8fHjRyQmJgIo+HFcUkTjadOmYdKkSXj37h3s7OwAFIwGrV27ttwBjAqVZbQ0KCgIf/75J3etGzduhLm5OVRUVAAUpPiqU6cOF9U8Pz9f6ki/goKCxE6+oaGh1DbydVaKd3RLiqC9cOFCiZ3jH0VLSwt9+/b9oXX4+/vD0NAQqampWLVqFTd6/vr1a0yYMKHC6mGMwcnJiQuIZmFhweVqd3Nzw/Hjx3Hy5EkABZGw79y5g40bN8LV1VWmesoTsfxnmDRpEvr374/58+dXWKRxPrJE3X706BGuX7+OXbt2oWXLlmjUqBH3fSjNd1/WSOdAQS7ygwcPAii4yfb161eoqalh0aJF6NOnD8aPH1+q65T097G8f/vS09O5vN4aGhpc57t9+/YS26anpycWsFKaOXPm4ODBg3j16hW6du2KdevWwdnZGaqqquVqOyGEEEIqB+WxrmA/MyduoS1btmDp0qV49eoVgIKO5oIFC2TulPARCoXQ1NSUebS2Y8eO8PT05DqG6urqiI2N5UbR9+/fj02bNuHmzZsAgNatW2PQoEEi6cOK8vPzw+HDh3H79m2xfbGxsSLPC3Mj+/n5YenSpbzRlmUhFArx5s0bLn8skd2ePXswZcoUnDp1Cra2tiL7QkND4ezszHWku3Xrhj179qB+/foy1+Pm5laqzmBlTavV0NBAdHQ0b4qsquDLly84ePAgdu/ejdu3b6NTp04YMmQInJ2dJc4aGDVqFPT09ODr64utW7di2rRpsLGx4SKd79q1S6xM7dq1ERoaCjMzM5ibm2P58uVwcnJCbGwsbGxs8OXLFwAFMyoCAwOhoaFR4ve4Im+WWFpaIiAgAJ06dYK9vT0sLS2xZs0abNiwAatWrcKLFy/Eypw9exYBAQHYunVrqaact2vXDi4uLhg4cCBq1qxZYW0nhBBCSOWgjvUP8Pz5c4wfPx7nz5/nzYlb2nV+snr37h1UVFQkrtktC6FQiHXr1pU4Wlt8mmLt2rUREhLCpRHT0dHB3bt3uWt//PgxWrZsiU+fPgEoWMs9fvx4rFmzBmPGjOHW0+bm5mLbtm2YOXMmNm/eLDG3MZ+zZ89i9erVuHLlSqnL8JGTk8Pr16//NR3r06dPo0ePHlBQUMDp06elHltRa37t7e1hZ2cHb29v3v3Lli1DWFgYzp8/XyH1VVUjRoyAjY0NRo4c+dPqLPo3SBbx8fHYtWsX9u3bh/T0dOTk5PAel5+fj/z8fO47GxwcjPDwcJiYmGDcuHEi6cEKOTs7w9HREaNHj4aXlxdOnDjBzVzQ1tbGpUuXAADu7u7YsGED1NXV4e7uLrW9RW+WfP78mRs9/vz5s9RyfKPM/v7+kJOTg4eHBy5fvgxHR0fk5eUhNzcXfn5+mDJlilgZbW1tZGVlITc3t9y5wwkhhBDy66GO9Q/0o3Pi/gxlHa1VUVFBTEwMGjduzLs/ISEBzZo1w7dv37htM2bMgJ+fH9TV1bkRvaSkJHz58gUeHh7w9/eXqQ2JiYlo1qwZF/CorCpzxPro0aMIDg5GSkoKvn//LrIvKiqqTOcsej3SAlVV5Jrf2rVr49y5c2jWrBnv/ujoaPTo0aPU+dp/VVlZWejfvz90dHRgYWEh1vkqOkW7vIKCgrB69WpuaUmjRo0wc+ZMDBs2TKbz5Obm4vTp0+We+VFUcnIyvnz5AktLS2RlZWHGjBlcZ9zf3x8GBgblOn/Rm2FCoZD3pgJjrNSf8ZSUFERERKBBgwa8ud2BgpuD0vCtkd63bx+2bt2Kp0+f4ubNmzAwMMC6detgZGSEPn36lNguQgghhFQdtMb6B9LW1kbLli1/eD0/ovNVqKzRqOvXr4/79+9L7FjHxcWJTfVds2YNfv/9dxw8eJDrDHTs2BGDBg1CmzZtJNZVfESKMYbXr19jwYIFaNiwYZnaX1TxyM0/y4YNGzB37lwMHz4cp06dgru7O5KSknD37l1MnDixzOctej0/69rS09OlLn+oVasWPn78+FPaUpn++OMPnD9/HioqKrhy5YrI96v42ufy8PPzg4+PDyZNmgQbGxswxnD9+nWMGzcO79+/l7jkgo+8vLzUTvWePXugpqaG/v37i2w/cuQIsrKyeDuURQMrqqqqYvPmzaVuT2mEhoZy66/5sgaUJCgoCAMHDoSSkhKAggCI+vr6+P79O4KCgniX2cgaXGzLli2YP38+pk6diqVLl3IdfC0tLaxbt65UHeuyzkYghBBCyA/wU5N7kQpX1hyypVXWHM4eHh7MzMyMff36VWxfVlYWMzMzYx4eHuVuH2P/lxu56EMgEDB9fX1248aNCqmjMjRu3Jj98ccfjDHRPNs+Pj5s4sSJldk0mQmFQvb27VuJ+9+8eSMxP/C/Sa1atdjSpUtZXl7eD63H0NCQ7d27V2x7YGAgMzQ0rNC6GjVqxEJDQ8W2X7lyhTVq1Ehk26JFi9iTJ08knuvTp0/M3d2dd9+bN2/Y0KFDWZ06dZicnFypckuXlVAo5P279/79+1LVlZWVxT59+iTyKM7U1JTLy130+33v3j1Wo0YNqeffu3cva9q0KVNSUmJKSkrMwsKCBQUFleLKCCGEEPKj0FTwX1yTJk3g6+uLwYMHiwQIK8why5fq5mdIS0tDs2bNoKioiEmTJnHpqhISErBx40bk5uYiOjq6QoK4FY/8XJgb2cTEpNS5j6siVVVVxMfHw8DAALq6urh48SJ+++03JCYmok2bNvjw4UO561i0aJHU/fPnzy93HUDBe9KjRw9uBLC47OxsnDt37ofkzq5Kqlevjrt37/7w4GXKysq4f/++WMq0xMREWFhYiCzBqIi6EhISxGJHPHv2DKampvj69Su3TSgUQltbG4cPH0bXrl3FzpWWloa6devyfg569OiBlJQUTJo0CXXq1BEbpZU2wpuRkYE7d+7w5g7nG30WCoVIS0sTC9gWGxsLW1tb3vXSmZmZmDVrFoKDg3m/m8WvSUVFBQkJCTAwMBD5252YmAhLS0uR160oSbMRNm3ahCVLlsg0G4EQQgghFefX7XUQAGXLIfsz1KpVCzdu3MD48ePh7e0tlpt78+bNFdKpzsnJQWBgIHx8fHjzdv/KypLGSFYnTpwQeZ6Tk4OnT59CXl4eDRo0qLCOdWmmyVZEFPuqbvjw4Th8+DDmzJnzQ+sxMTFBcHCwWD2HDx+ukOURRenq6iIuLk6sYx0bG8ubQ7xPnz7o2bMnVq5cKVMnMDw8HNeuXZO4Tl+SM2fOwMXFBZmZmVBXVxebfl/0c2dlZQWBQACBQIAuXbqI3JjLy8vD06dPJebZ9vLywuXLl7F582a4urpi06ZNePnyJbZt24YVK1aIHW9kZISYmBix9eR///03zMzMJF5PQEAAtmzZItLuPn36wNzcHAsWLKCONSGEEFJJqGP9i/sZna+yMjIywrlz55Ceno4nT54AKF1ublkoKCjgxIkT8PHxqbBzVhV2dnY4c+YMrK2tMXLkSHh6euLo0aNcGqOKEB0dLbbt8+fPcHNzq9Ac2pWV3qqqycvLw6pVq3D+/HlYWlqKBS/z8/OrkHoWLlyIgQMH4urVq7CxsYFAIEB4eDhCQkIQHBwsteyTJ0+QlJSEjh07QkVFhQvyJcmgQYPg4eEBdXV1dOzYEUDBLJIpU6Zg0KBBIscKBAKsWLECXbp0wZgxYxATE4MdO3bwRg4vTk9Pr0x/06ZPn44RI0Zg2bJlJeaIdnZ2BgDExMSge/fuIhkWFBUVYWhoiP/973+8Zc+cOYOgoCB07twZI0aMQIcOHWBiYgIDAwMcOHAALi4uIsfPnDkTEydOxLdv38AYw507d3Dw4EEsX74cO3fulNjG169fczdTi2rXrh1ev34t9foIIYQQ8gNV2iR0UiFGjhzJFixYwBhjbMuWLUxFRYV17dqVaWlpSVyr+G/j5ubG1q5dW9nNqHB5eXksJyeHe3748GE2efJktn79epadnf1D67537x4zMDD4oXX8F3Xu3Fniw9bWtkLrioiIYC4uLsza2ppZWVkxFxcXFhUVJfH49+/fsy5dunAxCwrX/I4YMYJNmzZNYrns7Gw2YMAAJhAImIKCAlNQUGBycnLM3d1d7HNaNGZDREQE09fXZ61bt2avXr1ijElfa3/+/Hlmb2/Pnj59KsvLwFRVVblrKa3AwEDe+BDSVKtWjT179owxxli9evXY7du3GWOMJScns2rVqvGW2b59O9PX12cCgYAJBAJWv359tnPnTqn1mJubs6VLl4ptX7x4MWvatKlMbSaEEEJIxaE11r84aTlkx48fLzYi9ivIzc3FlStXkJSUhCFDhkBdXR2vXr2ChoYGb47upUuXYs2aNejSpQuaN2+OatWqieyvyBRG/xXh4eHo3bv3fyJS97/FtGnTsHjxYlSrVg1Xr15Fu3btZIox4Orqirdv32Lnzp0wNTXl1vxeuHABnp6eePDggdTyiYmJiImJgYqKCiwsLHhTZhVPXff27Vv8/vvvePLkCU6cOAFDQ0OJa6zLmie6X79+GDRoEAYMGFDal4Lz/ft33nXZ+vr6YsdaWloiICAAnTp1gr29PSwtLbFmzRps2LABq1atwosXLyTW8/79e+Tn55cqpd+xY8cwcOBAdO3alXc2QkXONCGEEEJI6VHH+hfVpUsXTJw4UeKU4Pfv36NVq1ZITk7+yS0rn+fPn8PBwQEpKSnIzs7G48ePYWxsjKlTp+Lbt2/YunWrWBkjIyOJ5xMIBL/ca1Do6tWrUvcXTrstjw0bNog8Z/8/Vdm+ffvQsWNHHDx4sNx1kJ9DQUEBL168QK1atUTyOJdW7dq1cf78efz2228iwbSePn0KCwsLfPnypVTnycvLw71792BgYABtbW2RfXztys3NxeTJkxEYGIj58+dj3rx5vB1rWfJEnz59mvv3u3fvsGjRIri7u/PmDndychI7V2JiIkaMGIEbN26IbGdScl/7+/tDTk4OHh4euHz5MhwdHZGXl4ecnBz4+/tjypQpUtsvi8jISPj7+yM+Ph6MMZiZmWH69OmwsrKqsDoIIYQQIhvqWP+ihEIhhEIh5s6di4ULF4rtlxZdtypzdnaGuro6du3ahRo1anA/7sPCwjBq1Cguv/V/gVAoFNtWdK1rRby3xW9KFEZUt7Ozw+zZs6Gurl7uOoiou3fv4siRI7x5548fP17m8zZs2BADBgyAvb09bG1tceLECbGObSG+mzLq6uqIiopCw4YNRTrWd+/ehYODg8Qo9FOnToWFhQVGjhyJvLw8dOrUCTdu3ICqqir+/PNPdO7cmTu2+Ih1Udu3b4eHhwdycnLEPts5OTkYM2ZMqYMU8n13+EjqJNvY2EBeXh7e3t68Ech/++23Es+dkpKCiIgImJiYwNLSUmy/kZGR1LXrv+oNQUIIIeS/ioKX/cK2bNmCmTNnIi4uDvv27eOdJv2rCQ8Px/Xr18WCGRkYGODly5eV1KrKUXwadk5ODqKjo+Hj44OlS5dWSB1Pnz7l3Z6Tk4PXr19Tx7qCHTp0CK6urrC3t8fFixdhb2+PxMREvHnzptxTeFevXo1x48Zh+fLlEAgEEs8nqTPZsWNHBAUFYfHixdxx+fn5WL16NWxtbSXWe/ToUQwdOhRAQQCv5ORkJCQkICgoCHPnzsX169e5Y319fSX+nRozZgzMzc2xa9cusX2yBiksPnVbVjExMYiMjESTJk1KPDY0NBSTJk3CrVu3oKGhwW3X19eHpqYm2rVrh61bt6JDhw4i5aZOnSryvPD7fe7cOcycOVNifZJmI3z48AG6urq/3M1UQggh5F+j0lZ3k3IpDAL08OFD1qhRI9a0aVORAD3SggBVZdra2uzBgweMMcbU1NS4a7p27RrT1dXlLfO///2PLV++XGz7qlWr2O+///7jGltJwsLCmLW19Q+tIyYm5pf8/FR1FhYWbOPGjYyx//t85+fns9GjR7P58+dXSB3//PMPEwgE7PHjxywjI4P3wefBgwdMR0eHOTg4MEVFRfb7778zU1NTVqtWLfbkyROJ9SkpKbHU1FTGGGOjR49mU6ZMYYwVBO1SV1evkGtiTPYghSEhIczU1JR9+vRJbF9GRgYzMzNjV69e5S3bokULdu3atVLV07t3b+bn5ydx//r165mzs3PpGs0Y27hxI3Nzc5O4v2gAuKJevnzJlJWVS10PIYQQQioWjVj/4kxNTXHnzh0MHjwYLVu2xOHDh9G1a9fKblaZdevWDevWrcP27dsBFIyaffnyBb6+vujZsydvmbCwMPj6+optd3BwwJo1a35oeyuDjo4OHj16VNnNIGWQlJQER0dHAICSkhIyMzMhEAjg6ekJOzs73mUdslJTU8Ply5dhZGQkU/AyMzMzxMXFYcuWLZCTk0NmZib69euHiRMnok6dOhLL1apVCw8fPkSdOnVw7tw5bN68GQCQlZUFOTm5cl9PIRMTEyxevBg3btwoVZDCdevWYfTo0SKjyIU0NTUxduxY+Pn5iY0kA8DKlSvh5eWFZcuW8a7LLnrO2NhYrFy5UmK77e3tZfo71KNHD8yePVssRV1hPASBQICdO3eKjPzn5eXh6tWrpRphJ4QQQsiPQR3rfwFNTU2cPXsWs2fPRs+ePbFy5UoMGTKksptVJv7+/rC1tYWZmRm+ffuGIUOGIDExETVr1pQYSOvLly+8eXAVFBTw+fPnH93kHyYuLk7kOfv/gcVWrFhRqjWepOqpXr06/vnnHwBAvXr1cP/+fVhYWCAjIwNZWVnlOvfnz5+5Dp+VlZXU8/F1NoGCAGaydu7d3d0xYMAAbi1yt27dAAC3b9+u0I7ezp07oaWlhcjISERGRorsEwgEYh3r8nR4C29OdunSRWQ74wlelpaWJjX7gry8PN69eydxf3FHjx5F9erVxbb7+/tzbdi6davITYvCHNt8wR0JIYQQ8nNQx/oXVTzojUAgwIoVK2BlZYWRI0ciNDS0klpWPnXr1kVMTAwOHjyIqKgo5OfnY+TIkXBxcYGKigpvmaZNm+Lw4cOYP3++yPZDhw7BzMzsZzT7h2jWrBkEAgFYsfiCbdq0we7duyupVaQsRowYgfXr16NDhw64ePEiLCwsMGDAAEyZMgWhoaG4ePGiWCdOVtra2tzaWy0tLd7AWMU7hsVv3kjDF4ALABYsWICmTZsiNTUV/fv3h5KSEoCCtcDe3t5luBJ+kuIBSFKeDu/ly5dLXU+9evVw7949mJiY8O6Pi4vjHfG3srISeY8YY3jz5g3evXvHjfoXVXj9tra2OH78uMTAdIQQQgipHBQV/BclLbpuTEwMnJ2dkZqa+p8IZHP69Gn873//w5AhQ2BnZwcACAkJwcGDB3HkyBE4OztXbgPL6Pnz5yLPCyN2Kysrl/vcJXWoEhISMHjw4P/E5+dnKAw4JS8vj2/fvqFu3brIz8/HmjVruLzzPj4+5eoshYWFcdGsw8LCpB7bqVMnAAWfqcKbN8U7eUDFR6GvKHztK65BgwZYs2aNxCBux48fx4wZM8odfXvy5Mm4cuUK7t69K/bd/Pr1K1q1agVbW1ux1HbFZwYUfr87d+5MU7oJIYSQXxB1rH9RRX9E8/nw4QPOnj0LV1fXn9wy2RXNOVsSvpyzAHD27FksW7YMMTExUFFRgaWlJXx9fbkOxK/k69evCAkJQa9evQAAs2fPRnZ2NrdfXl4eixYtKlcHu2iHqriiHa2q1Jn6lUm7EVaZit68iY6OxowZMzBz5ky0bdsWAHDz5k2sXbsWq1atknqDKjMzE2FhYbwpxIpP0S6UlJSEPXv2ICkpCevXr4euri7OnTsHPT09mJub85YJCgrC6tWrubR7jRo1wsyZMzFs2DCxY2Xt8MbFxaFp06YQCoUl3ngqOnqflpYGa2tryMnJYdKkSWjcuDEEAgHi4+OxadMm5OXlISoqCrVq1ZJ6TmmmTZuGxYsXo1q1apg2bZrUY/38/MpcDyGEEELKjjrWpNIVzznL1+ErHJn6L3T0tm3bhj///BNnzpwBUJBf2NzcnJsKn5CQAC8vL3h6epa5juKj4ZIYGBiUuQ7yf4RCIdLS0qCjo/PD6ijvtO5WrVphwYIFYkEC//rrL/j4+Iitay4UHR2Nnj17IisrC5mZmahevTrev38PVVVV6Orq8o4Ih4WFoUePHrCxscHVq1cRHx8PY2NjrFq1Cnfu3MHRo0fFyvj5+cHHxweTJk2CjY0NGGO4fv06Nm3ahCVLloh9H2Tt8Ba9+VHSjafif4eeP3+O8ePH4/z58yKj6d27d8fmzZthaGjI+9qVVmFeci0tLXTu3FniSL1AIPhllwERQgghvzrqWJMq5dKlS5g1axaWLVuGtm3bQiAQ4MaNG5g3bx6WLVvGBUb6N+vYsSM8PT25Kazq6uqIjY2FsbExAGD//v3YtGkTbt68WZnNJDIQCoXQ1NSUOnUZANLT08tVh6TOYFGSZiKoqKggKioKpqamItvj4+NhbW2Nr1+/8p6vc+fOaNSoEbZs2QItLS3ExsZCQUEBQ4cOxZQpU9CvXz+xMm3btkX//v0xbdo0kc/33bt34ezszJuz3sjICAsXLhSbhbN3714sWLCAdw22LB3e58+fQ19fHwKBoMQbT5JuOH38+BFPnjwBYwwNGzbkndpf+D5JIxAIkJubK/UYQgghhFQt1LEmVUrTpk2xdetWtG/fXmT7tWvXMGbMGMTHx4uVycvLg7+/P4KDg3mnopans1IZateujZCQEG46rI6ODu7evct1Ah4/foyWLVvi06dPldhKIguhUIh169ZBU1NT6nHDhw8vcx2lnYUA8HcMra2tYWpqil27dnFTp7OzszFixAjEx8cjKiqK91xaWlq4ffs2GjduDC0tLdy8eROmpqa4ffs2hg8fjoSEBLEyampquHfvHoyMjEQ61s+ePUOTJk3w7ds3sTLKysq4f/++WJCwxMREWFhY8JYpVJoO789y6tQpiftu3LiBgIAAMMZ4b2Tk5uZCWVkZMTExaNq06Y9sJiGEEEJkRFHBSZWSlJTE2/nQ1NTEs2fPeMssXLgQO3fuxLRp0+Dj44O5c+fi2bNnOHnypFik8F/Bp0+fRNbOF49cnJ+fL7LmmvwaBg0a9EPXWJd32v7WrVvRu3dv6OnpcencYmNjIRAI8Oeff0osp6CgwI3A1qpVCykpKTA1NYWmpiZSUlJ4y2hpaeH169cwMjIS2R4dHY169erxljExMUFwcDDmzJkjsv3w4cNo2LCh1GvT1tZGy5YtpR5TVFBQkNT95Yld0adPH7FtCQkJmD17Ns6cOQMXFxcsXryYt6y8vDwMDAz+E0tiCCGEkF8NdaxJldKyZUtMnToV+/fv51LUvHnzBtOnT0erVq14yxw4cAA7duyAo6MjFi5ciMGDB6NBgwawtLTErVu3JAZPqqrq16+P+/fvo3Hjxrz74+LiUL9+/Z/cKlIeJU39/VEePnzIO4uDLwhgq1at8PTpU+zfvx8JCQlgjGHgwIEYMmQIqlWrJrEOKysrREREoFGjRrC1tcX8+fPx/v177Nu3DxYWFrxlhgwZglmzZuHIkSMQCATIz8/H9evXMWPGDImd1oULF2LgwIG4evUqbGxsIBAIEB4ejpCQEAQHB8vwqpRsypQpIs9zcnKQlZUFRUVFqKqqVlhQyFevXsHX1xd79+5F9+7dSzUSPW/ePMyePRv79+/nzXdNCCGEkMpBU8FJlfLkyRP07dsXjx49gr6+PgAgJSUFjRo1wsmTJ3lzxVarVg3x8fHQ19dHnTp1cPbsWVhbWyM5ORlWVla/3JTpKVOm4NKlS4iMjOSNZtyiRQt07doV69evr6QWEln97KjgycnJ6Nu3L+7duyey7vpHBAGMiIjAP//8A1tbW7x79w7Dhw/nUojt2bOHG/0uKicnB25ubjh06BAYY5CXl0deXh6GDBmCwMBAyMnJ8dYVGRkJf39/xMfHgzEGMzMzTJ8+HVZWVhV2PZIkJiZi/PjxmDlzJrp3716uc3369AnLli1DQEAAmjVrhpUrV6JDhw6lKmtlZYUnT54gJycHBgYGYjc9JE3ZJ4QQQsiPRR1rUuUwxnDx4kVu1MzMzAxdu3aVOOrXuHFjBAUFoXXr1ujQoQMcHR3h7e2Nw4cPY/LkyXj79u1PvoLySUtLQ7NmzaCoqIhJkyahUaNGEAgESEhIwMaNG5Gbm4vo6Ohype8h/269e/eGnJwcduzYAWNjY9y5cwcfPnzA9OnTsWbNmlJ34n60pKQkREdHIz8/H1ZWVmJTuoummbp69SratWsnMcXgzxAREYGhQ4fyrhsvrVWrVmHlypWoXbs2li1bxjs1XJoFCxZInQHh6+tb5rYRQgghpOyoY01+ed7e3tDQ0MCcOXNw9OhRDB48GIaGhkhJSYGnpydWrFhR2U2U2dOnTzF+/HhcvHhRZLSxW7du2Lx5MxchvLzS0tIwY8YMhISE4O3bt2IRpWkt56+pZs2aCA0NhaWlJTQ1NXHnzh00btwYoaGhmD59OqKjoyu7iaWioKCAFy9eoFatWpCTk8Pr168rNRd4dHQ0OnXqhM+fP5f5HEKhECoqKujatavEkXkAOH78eJnrIIQQQsjPR2usyS+vaMf5999/h56eHq5fvw4TExPetaS/AiMjI5w7dw7p6el48uQJgILgTRW9ptLNzQ0pKSnw8fFBnTp1Km0tMKlYeXl5UFNTA1DQyX716hUaN24MAwMDPHr0qELrMjIykvq5KZ7HOjMzEytXrsTx48fx7NkzCAQCGBkZ4ffff8eMGTOgqqrKHWtoaIgNGzbA3t4ejDHcvHlTYkTvjh07VswFATh9+rTIc8YYXr9+jY0bN8LGxqZc53Z1dS3X96wwLVmNGjVEtmdkZHBLYAghhBDy89GINfml5eTkYMyYMfDx8amwUdz/EnV1dVy7dg3NmjWr7KaQCtShQwdMnz4dzs7OGDJkCD5+/Ih58+Zh+/btiIyMxP379yusruJr/XNychAdHY1z585h5syZ8Pb25vZ9//4d7dq1w/3799GjRw80adIEjDHEx8fj3LlzsLa2xtWrV6GgoAAAOHnyJMaNG4e3b99KzdEtKTd3WQmFQrHz6+jowM7ODmvXruUCK1YGSev109LSoKenJxaojhBCCCE/B41Yk1+agoICTpw4AR8fn8puyi9JT09PYmeF/LrmzZuHzMxMAMCSJUvQq1cvdOjQATVq1MDhw4ello2MjER8fDwEAgFMTU1hbW0t9fjiEbQLbdq0CRERESLbtmzZghcvXiA2NlYs6n1CQgI6d+6MrVu3YvLkyQAAZ2dnODs748uXL9DQ0MCjR49+ylTw/Pz8H16HrIqOop8/f14kLWFeXh5CQkLE0pcRQggh5OehEWvyy3N3d4eFhQWmTZtW2U355Vy4cAFr167Ftm3bYGhoWNnNIT9Qeno6tLW1JU5Dfvv2LQYNGoQrV65AS0sLjDF8+vQJtra2OHToEHR0dGSqLzk5Gc2aNRNZj9ypUycMGDAAEydO5C0TEBCAo0ePIiwsTGxfWFgYbGxsfmrwsvfv30NRUREaGho/rU5JCkfR+UbuFRQUYGhoiLVr16JXr16V0TxCCCHkP49GrEmVk5+fjydPnuDt27diI0d86yhNTEywePFi3LhxA82bNxdLP/Or5bH+mQYOHIisrCw0aNAAqqqq3BTcQunp6ZXUMlIWeXl5ePDgARo2bAgVFRWRfcrKyrh37x6aNm0qNtUZACZPnozPnz/jwYMHMDU1BVCQB3v48OHw8PDAwYMHZWrL0aNHxWICPHz4EJ07d5ZYxtbWFosWLeKef/78mevUWllZISsrS2LZiur8ZmRkYO7cuTh8+DA+fvwIANDR0YG7uzt8fHxE1oD/TIV/C42MjHD37l3UrFmzUtpBCCGEEH40Yk2qlFu3bmHIkCF4/vy52KiMpHWU0qY/CgQCCuYjxd69e6XuHz58+E9qCakIgYGB2LhxI27fvi0WcTovLw+tW7fG1KlTMXToULGympqauHTpElq2bCmy/c6dO7C3t0dGRgZvnVZWViKj4IwxvHnzBu/evcPmzZsxZswYbp+CggJSU1NRu3Zt3nO9fv0aBgYG3DrhopHAhUIh72g7Y6zC1linp6ejbdu2ePnyJVxcXGBqasqtAf/jjz/QpEkThIeHIzY2Frdv364yN+0yMjKgpaVV2c0ghBBC/tNoxJpUKePGjUOLFi1w9uzZUkepfvr06U9o2b8TdZz/XXbt2oUZM2bwpnGSk5ODl5cXNm7cyNuxzs/PF5uxABR0hqWtOXZ2dhZ5LhQKoaOjg86dO6NJkyZidUhLMSUUCkU6yKGhodyo9+XLlyWWqyiLFi2CoqIikpKSxPLEL1q0CPb29hg2bBguXLiADa+WXCMAACZ7SURBVBs2/PD28Fm5ciUMDQ0xcOBAAED//v1x7Ngx1KlTB3/99Rd+++23SmkXIYQQ8l9HI9akSqlWrRpiY2NhYmIic9nv37/j6dOnaNCgwU9dh/lv8fXrV+Tk5IhsqwprS0np6erq4s6dOxLXyz99+hStWrXCu3fvxPb16dMHGRkZOHjwIOrWrQsA3MittrY2Tpw4Ue72CYVCNG3aVOL3Mzc3Fw8ePKi0/OmGhobYtm0bunfvzrv/3Llz6NmzJ3x9feHr6/uTW1fA2NgY+/fvR7t27XDx4kUMGDAAhw8fRnBwMFJSUnDhwoVKaRchhBDyX0e9D1KltG7dGk+ePJGpY52VlYXJkydz05ofP34MY2NjeHh4oG7duiLpfoiozMxMzJo1C8HBwfjw4YPY/srq4JCyyczMFAkWVtw///wjcZ3yxo0b0adPHxgaGkJPTw8CgQApKSmwsLDA/v37JZ5TUn0CgQBKSkpQVFTktpWmM/q///2P+3dcXFyJxxeytLQs9bGSvH79Gubm5hL3F65Pr6xONVDQRj09PQDAn3/+iQEDBsDe3h6GhoZo3bp1pbWLEEII+a+jjjWpUiZPnozp06fjzZs3sLCwEJuayvfjefbs2YiNjcWVK1fg4ODAbe/atSt8fX2pYy2Fl5cXLl++jM2bN8PV1RWbNm3Cy5cvsW3bNqxYsaKym0dk1LBhQ9y4cUNiJzM8PBwNGzbk3aenp4eoqChcvHgRCQkJYIzBzMwMXbt2lVqnlpaW1CUb9evXh5ubW5lGeZs1ayY1f3WhilpjXbNmTTx79gz169fn3f/06dOfku5LGm1tbaSmpkJPTw/nzp3DkiVLABSsNacbYYQQQkjloY41qVIKR6tGjBjBbSv8YS3px/PJkydx+PBhtGnTRuQHvpmZGZKSkn58o39hZ86cQVBQEDp37owRI0agQ4cOMDExgYGBAQ4cOAAXF5fKbiKRwZAhQzBv3jy0a9dOrHMdGxuL+fPnw8vLS6xcbm4ulJWVERMTg27duqFbt26lrjMwMBBz586Fm5sbWrVqBcYY7t69i71792LevHl49+4d1qxZAyUlJcyZM0em6/nZ8RMcHBwwd+5cXLx4UWSkHQCys7Ph4+MjcvOuMvTr1w9DhgxBw4YN8eHDB/To0QMAEBMTU6YlNIQQQgipGNSxJlVKWX5Iv3v3jncUKTMzs1TBz/7L0tPTuajqGhoaXHqt9u3bY/z48ZXZNFIGnp6e+Pvvv9G8eXN07doVTZo0gUAgQHx8PC5dugQbGxt4enqKlZOXl4eBgUGZRjz37t2LtWvXYsCAAdw2JycnWFhYYNu2bQgJCYG+vj6WLl0qc8fawMBA5vaUx8KFC9GiRQs0bNgQEydO5IKvPXz4EJs3b0Z2djaCgoJ+apuK8/f3h6GhIVJTU7Fq1SqoqakBKJgiPmHChEptGyGEEPJfRsHLyC+vU6dO+P333zF58mSoq6sjLi4ORkZGmDRpEp48eYJz585VdhOrLEtLSwQEBKBTp06wt7eHpaUl1qxZgw0bNmDVqlV48eJFZTeRyCgnJwf+/v74448/kJiYCMYYGjVqhCFDhmDq1KliI7GF9uzZgyNHjmD//v1i+aelUVVVRWxsrNgU88TERPz222/IysrC06dPYW5uLjUPdWk9fPgQKSkpXEquQk5OTuU+N1Bwc2/ChAm4cOECNwVdIBCgW7du2LhxI40KE0IIIYQXdaxJlVSaH88xMTFo1qwZbt68ie7du8PFxQWBgYEYO3YsHjx4gJs3byIsLAzNmzf/2c3/Zfj7+0NOTg4eHh64fPkyHB0dkZeXh9zcXPj5+WHKlCmV3UTyk1hZWeHJkyfIycmBgYEBqlWrJrI/KiqKt1yjRo3Qr18/sTX53t7eOHHiBB49eoSIiAj06dMHL1++LHP7kpOT0bdvX9y7d09k3XXhrJSKXl/88eNHJCYmAgBMTExkutlQ0U6fPo0ePXpAQUEBp0+flnpsRd1gIIQQQohsqGNNqhRZfjwLhUJYWVlh1KhRsLCwwI4dOxAZGYn8/HxYW1tj1qxZsLCwqJTr+FU9f/4ckZGRaNCgAeXD/Y9ZuHCh1P2SAo+dPn0a/fv3R5MmTdCyZUsIBALcvXsX8fHxOHbsGHr16oUtW7YgMTERfn5+ZW5f7969IScnhx07dsDY2Bh37tzBhw8fMH36dKxZswYdOnQo87mrOqFQiDdv3kBXVxdCoVDicRUVxI0QQgghsqOONalSZPnxfPPmTezevRvBwcHIyclBv379MGLECNjZ2VXiFRDy3/P8+XNs2bIFjx8/BmMMTZo0wdixY5GRkYFmzZrxlsnMzERYWBjvzBQPDw+x42vWrInQ0FBYWlpCU1MTd+7cQePGjREaGorp06cjOjr6R1waIYQQQkipUMeaVCll+fH89etXBAcHY8+ePbh27RoMDQ0xYsQIDB8+XGLanP+627dvIz09nYsoDABBQUHw9fVFZmYmnJ2dERAQACUlpUpsJfkVZWRk4MCBA9i9ezdiYmJ4R1Cjo6PRs2dPZGVlITMzE9WrV8f79++hqqoKXV1dJCcni5XR1tZGZGQkjI2N0aBBA+zcuRO2trZISkqChYVFhazfJoQQQggpK8lzygipBHl5eVyU25o1a+LVq1cACqIDP3r0iLeMiooKhg8fjitXruDx48cYPHgwtm3bBiMjI/Ts2fOntf1XsmDBAsTFxXHP7927h5EjR6Jr167w9vbGmTNnsHz58kpsIfnZ8vLysGbNGrRq1Qq1a9dG9erVRR4lCQ0NxdChQ1G3bl1s3LgRPXr0QEREBO+xnp6e6N27N9LT06GiooJbt27h+fPnaN68OdasWcNbpmnTptxntnXr1li1ahWuX7+ORYsWwdjYuOwX/gvJz8/H7t270atXLzRt2hQWFhZwcnJCUFBQibm+CSGEEPJjUceaVCnl/fHcoEEDeHt7Y+7cudDQ0MD58+d/dJN/STExMejSpQv3/NChQ2jdujV27NiBadOmYcOGDQgODq7EFpKfbeHChfDz88OAAQPw6dMnTJs2Df369YNQKMSCBQt4y7x48QJLliyBsbExBg8eDG1tbeTk5ODYsWNYsmQJrKyseMvFxMRg+vTpkJOTg5ycHLKzs6Gnp4dVq1ZJTMk1b9485OfnAwCWLFmC58+fo0OHDvjrr7+wYcOGCnkNqjLGGJycnDBq1Ci8fPkSFhYWMDc3x/Pnz+Hm5oa+fftWdhMJIYSQ/zTKY02qlHnz5iEzMxNAwY/nXr16oUOHDqhRowYOHz4stWxYWBh2796NY8eOQU5ODgMGDMDIkSN/RrN/OR8/fkStWrW452FhYXBwcOCet2zZEqmpqZXRNFJBXrx4gdOnT/OuYeYLInbgwAHs2LEDjo6OWLhwIQYPHowGDRrA0tISt27dElv33LNnT4SHh6NXr14ICAiAg4MD5OTksHXr1hLbpqCgwAUkrFWrFlJSUmBqagpNTU2kpKTwlunevTv3b2NjYzx8+BDp6enQ1tb+T+SrDwwMxNWrVxESEgJbW1uRfaGhoXB2dkZQUBBcXV0rqYWEEELIfxt1rEmVIuuP59TUVAQGBiIwMBBPnz5Fu3btEBAQgAEDBoilCyL/p1atWnj69Cn09PTw/ft3REVFiUSF/ueff6CgoFCJLSTlERISAicnJxgZGeHRo0do2rQpnj17BsYYrK2tecu8efOGi6KvpqaGT58+AQB69eoFHx8fseMvXLgADw8PjB8/XiyHdUmsrKwQERGBRo0awdbWFvPnz8f79++xb98+sUj+eXl5ePDgARo2bAgVFRWRfcrKyrh37x6aNm0qNVr2v8HBgwcxZ84csU41ANjZ2cHb2xsHDhygjjUhhBBSSf7dv0TIL+fTp09IT08X2Va9enV8/PgRnz9/FtnerVs3GBkZYfPmzfj9998RHx+P8PBwuLu7U6e6BA4ODvD29sa1a9cwe/ZsqKqqikRcj4uLQ4MGDSqxhaQ8Zs+ejenTp+P+/ftQVlbGsWPHkJqaik6dOqF///68ZerXr4/Xr18DKMjbfOHCBQDA3bt3eYPYXbt2Df/88w9atGiB1q1bY+PGjXj37l2p2rds2TLUqVMHALB48WLUqFED48ePx9u3b7F9+3aRY/ft24cRI0ZAUVFR7DxKSkoYMWIE/vjjj1LV+yuLi4sTmVVSXI8ePRAbG/sTW0QIIYQQEYyQKsTBwYFt2rRJbPuWLVtYjx49RLb17t2bnTx5kuXm5v6s5v1rvH37lrVv354JBAKmrq7Ojh8/LrLfzs6OzZkzp5JaR8pLTU2NPXnyhDHGmJaWFrt//z5jjLGYmBhmYGDAW2bWrFls6dKljDHGjhw5wuTl5ZmJiQlTVFRks2bNklhXZmYm27VrF7OxsWEKCgpMKBSydevWsc+fP1fItbRv354dPHhQ4v7Dhw+zDh06VEhdVZmCggJ79eqVxP0vX75kioqKP7FFhBBCCCmK0m2RKqV69eq4fv06TE1NRbYnJCTAxsYGHz58qKSW/Tt9+vQJampqkJOTE9menp4ONTU13lFCUvXVrl0boaGhMDMzg7m5OZYvXw4nJyfExsbCxsYGX758KfEct2/fxvXr12FiYgInJ6dS1fvo0SPs2rUL+/btQ0ZGBrp164bTp0+X61p0dXVx584dGBoa8u5/+vQpWrVqVerR8l+VnJwc3rx5Ax0dHd79aWlpqFu3Lm96M0IIIYT8eLTGmlQp2dnZyM3NFduek5ODr1+/VkKL/t00NTV5t5cmvRKputq0aYPr16/DzMwMjo6OmD59Ou7du4fjx4+jTZs2vGWuXr2Kdu3aQV6+4L+F1q1bo3Xr1sjNzcXVq1fRsWPHEutt3LgxVq1aheXLl+PMmTPYvXs3t8/KyqrUQcaioqK4f2dmZootAynqn3/++U/ksGaMwc3NTWJu+ezs7J/cIkIIIYQURR1rUqW0bNkS27dvR0BAgMj2rVu3onnz5pXUKkJ+LX5+ftyo9IIFC/DlyxccPnwYJiYm8Pf35y1ja2uL169fQ1dXV2T7p0+fYGtrK9NIqJycHJydneHs7MxtK/pvWTRs2BA3btyApaUl7/7w8HCZg6f9ioYPH17iMRS4jBBCCKk8NBWcVCnXr19H165d0bJlSy7PckhICO7evYsLFy6IBNgihFQcoVCItLQ0sanGjx8/RosWLaSOGv9Iq1atwqpVqxAaGirWuY6NjUWXLl3g5eUFLy+vSmkfIYQQQghAHWtSBcXExGD16tWIiYmBiooKLC0tMXv27P/EqBQhP1u/fv0AAKdOnYKDg4PIVOO8vDzExcWhcePGOHfuXKW0LycnB/b29ggPD0fXrl3RpEkTCAQCxMfH49KlS7CxscHFixcpPRwhhBBCKhV1rAkh5F+gevXqePz4MWrWrCkx73shNTU1mJubY+XKldzU8L1792LAgAEiuaIVFRVhaGiI0aNHo2bNmj+tfcVT7uXk5MDf3x9//PEHEhMTwRhDo0aNMGTIEEydOpWC7BFCCCGk0lHHmlRZX79+RU5Ojsg2DQ2NSmoNIVXb3r17MWjQICgpKWHv3r1Sj83OzsZff/2F1NRUREZGAgAWLlyIGTNm/LAc8LK0rzTriQkhhBBCqhLqWJMqJSsrC15eXggODuZNrUWpZAipGKmpqWjevDnevn3LbcvNzcWVK1eQlJSEIUOGQF1dHa9evYKGhgbU1NQqsbWEEEIIIVUbRQUnVcrMmTNx+fJlbN68Ga6urti0aRNevnyJbdu2YcWKFZXdPEL+NfT09EQ61c+fP4eDgwNSUlKQnZ2Nbt26QV1dHatWrcK3b9+wdevWCqs7JSVF6n59ff0Kq4sQQggh5GegEWtSpejr6yMoKAidO3eGhoYGoqKiYGJign379uHgwYP466+/KruJhFR5eXl58Pf3R3BwMFJSUvD9+3eR/cXXMAMF6bDU1dWxa9cu1KhRA7GxsTA2NkZYWBhGjRqFxMTECmufUCiUusaaZqYQQggh5FdDI9akSklPT4eRkRGAgvXUhR2A9u3bY/z48ZXZNEJ+GQsXLsTOnTsxbdo0+Pj4YO7cuXj27BlOnjyJ+fPn85YJDw/H9evXxQKBGRgY4OXLlxXavujoaJHnOTk5iI6Ohp+fH5YuXVqhdRFCCCGE/AzUsSZVirGxMZ49ewYDAwOYmZkhODgYrVq1wpkzZ6ClpVXZzSPkl3DgwAHs2LEDjo6OWLhwIQYPHowGDRrA0tISt27dgoeHh1iZ/Px83pHiFy9eQF1dvULb99tvv4lta9GiBerWrYvVq1dzKcAIIYQQQn4V1LEmVYq7uztiY2PRqVMnzJ49G46OjggICEBubi78/Pwqu3mE/BLevHkDCwsLAAWptT59+gQA6NWrF3x8fHjLdOvWDevWrcP27dsBAAKBAF++fIGvry969uz5U9rdqFEj3L17V+L+Fy9e4PTp07zT2+nvAyGEEEIqE3WsSZXi6enJ/dvW1hbx8fGIjIxEgwYNeEe5CCHi6tevj9evX0NfXx8mJia4cOECrK2tcffuXSgpKfGW8fPzg52dHczMzPDt2zcMGTIEiYmJqFmzJg4ePFih7fv8+bPIc8YYXr9+jQULFqBhw4a8ZUJCQuDk5AQjIyM8evQITZs2xbNnz8AYg7W1dYW2jxBCCCFEVhS8jBBC/mW8vb2hoaGBOXPm4OjRoxg8eDAMDQ2RkpICT09PiRH2v379ikOHDiEyMhL5+fmwtraGi4sLVFRUKrR9fMHLGGPQ09PDoUOH0LZtW7EyrVq1goODAxYtWgR1dXXExsZCV1cXLi4ucHBwoBgMhBBCCKlU1LEmVU5YWBjWrFmD+Ph4CAQCmJqaYubMmejQoUNlN42QX9KtW7dw48YNmJiYwMnJSWx/Tk4OGjdujD///BNmZmY/vD1hYWEiz4VCIXR0dGBiYgJ5ef6JVOrq6oiJiUGDBg2gra2N8PBwmJubIzY2Fn369MGzZ89+eLsJIYQQQiShqeCkStm/fz/c3d3Rr18/eHh4gDGGGzduoEuXLggMDMSQIUMqu4mE/HLatGmDNm3aSNyvoKCA7OxsqSmwKlKnTp1kLlOtWjVkZ2cDAOrWrYukpCSYm5sDAN6/f1+h7SOEEEIIkRWNWJMqxdTUFGPGjBFZaw0UrP/csWMH4uPjK6llhPw6Pnz4gBo1agAAUlNTsWPHDnz9+hVOTk4SZ36sWLECCQkJ2Llzp8RR44r0+PFjXLlyBW/fvkV+fr7IPr6UYM7OznB0dMTo0aPh5eWFEydOwM3NDcePH4e2tjYuXbr0w9tMCCGEECIJdaxJlaKkpIQHDx7AxMREZPuTJ0/QtGlTfPv2rZJaRkjVd+/ePfTu3Rupqalo2LAhDh06BAcHB2RmZkIoFCIzMxNHjx6Fs7OzWNm+ffsiJCQEampqsLCwQLVq1UT2Hz9+vMLauWPHDowfPx41a9ZE7dq1RUbKBQIBoqKixMokJyfjy5cvsLS0RFZWFmbMmIHw8HCYmJjA398fBgYGFdY+QgghhBBZUceaVCkmJiaYOXMmxo4dK7J927ZtWLNmDRITEyupZYRUfT169IC8vDxmzZqF/fv3488//4S9vT127twJAJg8eTIiIyNx69YtsbLu7u5Sz71nz54Ka6eBgQEmTJiAWbNmVdg5CSGEEEIqE3WsSZWyZcsWTJ06FSNGjEC7du0gEAgQHh6OwMBArF+/XqzDTQj5PzVr1kRoaCgsLS3x5csXaGho4M6dO2jRogUAICEhAW3atEFGRkaltlNDQwMxMTEwNjau1HYQQgghhFQUCl5GqpTx48ejdu3aWLt2LYKDgwEUrLs+fPgw+vTpU8mtI6RqS09PR+3atQEAampqqFatGqpXr87t19bWxj///COxfG5uLq5cuYKkpCQMGTIE6urqePXqFTQ0NKCmplZh7ezfvz8uXLiAcePGST2uevXqePz4MWrWrAltbW2pwdXU1NRgbm6OlStXwtLSssLaSgghhBBSGjRiTQgh/xJCoRBpaWnQ0dEBUJCiKi4uDkZGRgCAtLQ01K1bF3l5eWJlnz9/DgcHB6SkpCA7OxuPHz+GsbExpk6dim/fvmHr1q3latuGDRu4f2dmZsLPzw+Ojo6wsLCAgoKCyLEeHh4AgL1792LQoEFQUlLC3r17pZ4/Ozsbf/31F1JTUxEZGVmuthJCCCGEyIo61qRK+v79O2+0YH19/UpqESFVn1AoRI8ePaCkpAQAOHPmDOzs7LhAZNnZ2Th37hxvx9rZ2Rnq6urYtWsXatSogdjYWBgbGyMsLAyjRo0qd3yDws59SQQCAZKTk8tUR2pqKpo3b463b9+WqTwhhBBCSFlRx5pUKYmJiRgxYgRu3Lghsp0xBoFAwNshIIQUKCkAWSG+QGQ1a9bE9evX0bhxY6irq3Md62fPnsHMzAxZWVkV3VxCCCGEkH8NWmNNqhQ3NzfIy8vjzz//RJ06daSuqSSEiCpP5O78/HzeG1cvXryAurp6eZpVIfLy8uDv74/g4GCkpKTg+/fvIvvT09MrqWWEEEIIIdSxJlVMTEwMIiMj0aRJk8puCiH/Kd26dcO6deuwfft2AAVTsr98+QJfX1/07Nmzwut78eIFTp8+zdtJ9vPzEzt+4cKF2LlzJ6ZNmwYfHx/MnTsXz549w8mTJzF//vwKbx8hhBBCiCxoKjipUlq2bAl/f3+0b9++sptCyH/Kq1evYGtrCzk5OSQmJqJFixZITExEzZo1cfXqVejq6lZYXSEhIXBycoKRkREePXqEpk2b4tmzZ2CMwdraGqGhoWJlGjRogA0bNsDR0RHq6uqIiYnhtt26dQt//PFHhbWPEEIIIURW1LEmle7z58/cvyMiIjBv3jwsW7aMN1qwhobGz24eIf8ZX79+xcGDBxEVFYX8/HxYW1vDxcUFKioqFVpPq1at4ODggEWLFnHruXV1deHi4gIHBweMHz9erEy1atUQHx8PfX191KlTB2fPnoW1tTWSk5NhZWWFT58+VWgbCSGEEEJkQR1rUumEQqHIWurCQGVFUfAyQv49io44a2trIzw8HObm5oiNjUWfPn3w7NkzsTKNGzdGUFAQWrdujQ4dOsDR0RHe3t44fPgwJk+eTJHACSGEEFKpaI01qXSXL1+u7CYQ8p8XFBQkdb+rq2uF1VWtWjVkZ2cDAOrWrYukpCSYm5sDAN6/f89bpm/fvggJCUHr1q0xZcoUDB48GLt27UJKSgo8PT0rrG2EEEIIIWVBI9aEEEKgra0t8jwnJwdZWVlQVFSEqqpqhUbddnZ2hqOjI0aPHg0vLy+cOHECbm5uOH78OLS1tXHp0qUSz3Hr1i3cuHEDJiYmcHJyqrC2EUIIIYSUBXWsSZWyZ88eqKmpoX///iLbjxw5gqysLAwfPrySWkbIf09iYiLGjx+PmTNnonv37hV23uTkZHz58gWWlpbIysrCjBkzEB4eDhMTE/j7+8PAwKDC6iKEEEII+RmoY02qlMaNG2Pr1q2wtbUV2R4WFoYxY8bg0aNHldQyQv6bIiIiMHToUCQkJFRqOz58+IAaNWoAAFJTU7Fjxw58/foVTk5O6NChQ6W2jRBCCCGE1liTKuX58+cwMjIS225gYICUlJRKaBEh/21ycnJ49erVDzl3ZGQk4uPjIRAIYGZmBisrK7Fj7t27h969eyM1NRUNGzbEoUOH4ODggMzMTAiFQvj7++Po0aNwdnb+IW0khBBCCCkN6liTKkVXVxdxcXEwNDQU2R4bG8uNVhFCKt7p06dFnjPG8Pr1a2zcuBE2NjYVWtfbt28xaNAgXLlyBVpaWmCM4dOnT7C1tcWhQ4ego6PDHevl5QULCwvs378f+/fvR69evdCzZ0/s3LkTADB58mSsWLGCOtaEEEIIqVQ0FZxUKV5eXggODsaePXvQsWNHAAXTwEeMGIHff/8da9asqeQWEvLvJBQKRZ4LBALo6OjAzs4Oa9euRZ06dSqsroEDByIpKQn79u2DqakpAODhw4cYPnw4TExMcPDgQe7YmjVrIjQ0FJaWlvjy5Qs0NDRw584dtGjRAgCQkJCANm3aICMjo8LaRwghhBAiK+pYkyrl+/fvGDZsGI4cOQJ5+YIJFfn5+XB1dcXWrVuhqKhYyS0khJSXpqYmLl26hJYtW4psv3PnDuzt7UU6yUKhEG/evIGuri6AghzYsbGxMDY2BgCkpaWhbt26lOOeEEIIIZWKpoKTKkVRURGHDx/G4sWLERsbCxUVFVhYWFCUYEJ+kvfv30NRUREaGho/rI78/HwoKCiIbVdQUEB+fr7YdoFAIPU5IYQQQkhloxFrQgj5j8vIyMDcuXNx+PBhfPz4EQCgo6MDd3d3+Pj4QFVVtULr69OnDzIyMnDw4EHUrVsXAPDy5Uu4uLhAW1sbJ06c4I4VCoXo0aMHlJSUAABnzpyBnZ0dqlWrBgDIzs7GuXPnaMSaEEIIIZWKOtak0k2bNg2LFy9GtWrVMG3aNKnH+vn5/aRWEfLfkJ6ejrZt23IdW1NTUzDGEB8fjz/++ANNmjRBeHg4YmNjcfv2bXh4eJS7ztTUVPTp0wf379+Hnp4eBAIBUlJSYGFhgVOnTqF+/frcse7u7qU65549e8rdLkIIIYSQsqKp4KTSRUdHIycnh/u3JDT9k5CKt2jRIigqKiIpKQm1atUS22dvb49hw4bhwoUL2LBhQ4XUqaenh6ioKFy8eBEJCQlgjMHMzAxdu3YVO5Y6zIQQQgj5FdCINSGE/IcZGhpi27Zt6N69O+/+c+fOoWfPnvD19YWvr+9Pbh0hhBBCyK9BWPIhhBBC/q1ev34Nc3NzifubNm0KoVBYIZ3q0NBQmJmZ4fPnz2L7Pn36BHNzc1y7dq3c9RBCCCGE/Gw0FZxUCSNGjCjVcbt37/7BLSHkv6VmzZp49uyZyLrmop4+fcqluiqvdevWYfTo0bwRxzU1NTF27Fj4+fmhQ4cOFVIfIYQQQsjPQlPBSZUgFAphYGAAKysrSPtIFo0WTAgpv5EjR+LJkye4ePGiWJ747OxsdO/eHcbGxhVyU8vAwADnzp2Dqakp7/6EhATY29sjJSWl3HURQgghhPxM1LEmVcKECRNw6NAh6OvrY8SIERg6dCiqV69e2c0i5F/vxYsXaNGiBZSUlDBx4kQ0adIEAPDw4UNs3rwZ2dnZuHv3LvT19ctdl7KyMu7fvw8TExPe/U+ePIGFhQW+fv1a7roIIYQQQn4mWmNNqoTNmzfj9evXmDVrFs6cOQM9PT0MGDAA58+flzqCTQgpn/r16+PmzZswMzPD7Nmz4ezsDGdnZ8ydOxdmZma4fv16hXSqAaBevXq4d++exP1xcXGoU6dOhdRFCCGEEPIz0Yg1qZKeP3+OwMBABAUFIScnBw8fPoSamlplN4uQf7WPHz8iMTERAGBiYlLhs0YmT56MK1eu4O7du1BWVhbZ9/XrV7Rq1Qq2trYVltaLEEIIIeRnoY41qZJSUlIQGBiIwMBAfP/+HQkJCdSxJuQXl5aWBmtra8jJyWHSpElo3LgxBAIB4uPjsWnTJuTl5SEqKkosnzYhhBBCSFVHHWtSZWRnZ+P48ePYvXs3wsPD0atXL7i7u8PBwQFCIa1aIOTf4Pnz5xg/frzIMg+BQIDu3btj8+bNMDQ0rNwGEkIIIYSUAXWsSZVQNHiZu7s7hg4diho1alR2swghP8jHjx/x5MkTMMbQsGFDaGtrV3aTCCGEEELKjDrWpEoQCoXQ19eHlZUVBAKBxOOOHz/+E1tFCCGEEEIIISWTr+wGEAIArq6uUjvUhBBCCCGEEFJV0Yg1IYQQQgghhBBSDhQRihBCCCGEEEIIKQfqWBNCCCGEEEIIIeVAHWtCCCGEEEIIIaQcqGNNCCGEEEIIIYSUA3WsCSGEEEIIIYSQcqCONSGEEEIIIYQQUg7UsSaEVAg3NzcIBAKsWLFCZPvJkyd5c5Q3btwYioqKePnypdi+zp07854LAHr27AmBQIAFCxaIHV/8MW7cuPJfGCGEEEIIISWgjjUhpMIoKytj5cqV+Pjxo9TjwsPD8e3bN/Tv3x+BgYG8x+jp6WHPnj0i2169eoXQ0FDUqVNH7PjRo0fj9evXIo9Vq1aV+VoIIYQQQggpLepYE0IqTNeuXVG7dm0sX75c6nG7du3CkCFDMGzYMOzevRuMMbFjevXqhQ8fPuD69evctsDAQNjb20NXV1fseFVVVdSu/f/au59X6Lc4DuCfmwcL8mN3n73ZYPAXzELJwsoOM0rDxlpRLBQlbMVGU2RBWPEHkIXChtT8BYqNIrGR7l1dNRn30f2Oe+v2etVZzOd8mnPO8t059f29ZDQ0NCQ/FAAA/IJgDVRMVVVVLCwsxMrKStzc3JTteXp6ir29vcjlctHT0xPPz89xfHz8oa+mpiay2WzJrfXGxkbk8/nv2j4AAPwjgjVQUf39/dHV1RWzs7Nl53d2diKVSkVbW1tUVVXFwMBAFAqFsr2jo6Oxu7sbz8/PcXJyEo+Pj9HX11e2d21tLerr60vG5uZmxc4FAACf+fFfbwD4/1laWoru7u6YmJj4MFcoFCKXy73/zuVykclk4uHhIZqamkp6Ozo6IpVKxf7+fhwdHcXw8HBUV1eXXTObzcbMzExJrdyTcQAAqDTBGqi4TCYTvb29MT09HSMjI+/1YrEYZ2dncXFxEVNTU+/1t7e32N7ejvHx8Q//lc/nY3V1NYrFYpyfn3+6ZmNjY7S0tFT0HAAA8BWeggPfYnFxMQ4PD+P09PS9VigUIpPJxNXVVVxeXr6PycnJT5+DDw0NxfX1dbS3t0dra+u/tX0AAPgyN9bAt0in05HNZmNlZSUiIl5fX2Nrayvm5uaivb29pHdsbCyWl5fj6uoqOjs7S+aam5vj9vb20yfgf3l5eYm7u7uSWm1tbTQ3N1fgNAAA8Dk31sC3mZ+ff/+U1sHBQdzf30d/f/+HvlQqFel0+tNb66ampqirq/vbtdbX1+Pnz58lY3BwMPkhAADgF377o9wHZAEAAIAvcWMNAAAACQjWAAAAkIBgDQAAAAkI1gAAAJCAYA0AAAAJCNYAAACQgGANAAAACQjWAAAAkIBgDQAAAAkI1gAAAJCAYA0AAAAJCNYAAACQwJ/yf07EFJ2zgQAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "\n", "fig, axes = plt.subplots(2, 2, figsize=(10, 8), gridspec_kw={\"height_ratios\": [1, 1]})\n", "ax0, ax1, ax2, ax3 = axes[0, 0], axes[0, 1], axes[1, 0], axes[1, 1]\n", "\n", "sns.kdeplot(data=gdf, x=\"PCGDP2000\", ax=ax0)\n", "gdf.plot(\"PCGDP2000\", ax=ax1)\n", "pen(gdf, col, name, ax=ax2)\n", "pengram(gdf, col, name, xticks=False, legend=False, ax=ax3);" ] }, { "cell_type": "code", "execution_count": null, "id": "b2d69e61-dd34-4905-a71f-8624f0b7a7a4", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "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": "3.12.4" } }, "nbformat": 4, "nbformat_minor": 5 }