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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "# LitPop class\n", "\n", "This class is a data model of economic asset exposure. It models countries' gridded asset exposure by disaggregating a macroeconomic indicator (e.g. total asset value or GDP) proportional to the product of night light intensities (\"Lit\") and gridded population count (\"Pop\") per country. Asset value is distributed to the grid proportzonal to $Lit^m Pop^n$, computed at each grid cell:\n", "\n", "\n", "$Lit^mPop^n = Lit^m * Pop^n$, with $exponents = [m, n] \\in \\N_0$ (Default values are $m=n=1$).\n", "\n", "\n", "For more information please refer to the related publication (under review): https://doi.org/10.5194/essd-2019-189\n", "\n", "## Input data:\n", "\n", "All required data except for the population data (GPW) is acquired automatically when LitPop is initiated.\n", "\n", "*Nithlights*: Black Marble 2016 annual composite of the VIIRS day-night band (DNB) at 15 arcsec resolution is downloaded from the NASA Earth Observatory: https://earthobservatory.nasa.gov/Features/NightLights (available for 2012 and 2016 at 15 arcsec resolution (~500m))\n", "\n", "*Population*: Gridded Population of the World (GPW), v4: Population Count, v4.10, v4.11 or later versions (2000, 2005, 2010, 2015, 2020), available from http://sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse.\n", "\n", "The GPW file of the year closest to the target year is required.\n", "To download GPW data you need to register on the SEDAC website (for free).\n", "Then you can access the download site, i.e.: http://sedac.ciesin.columbia.edu/data/set/gpw-v4-population-count-rev11/data-download.\n", "There, choose the settings as shown, ticking the box of the years you need:\n", "![Screenshot%202019-04-18%20at%2010.52.04.png](attachment:Screenshot%202019-04-18%20at%2010.52.04.png)\n", "The population data from GWP needs to be downloaded manually as TIFF from this site and placed in the system data folder of climada, i.e.: climada_python/data/system/gpw_v4_population_count_rev11_2015_30_sec.tif.\n", "\n", "Direct download links are avilable, also for older versions, i.e.:\n", "- v4.11: http://sedac.ciesin.columbia.edu/downloads/data/gpw-v4/gpw-v4-population-count-rev11/gpw-v4-population-count-rev11_2015_30_sec_tif.zip\n", "- v4.10: http://sedac.ciesin.columbia.edu/downloads/data/gpw-v4/gpw-v4-population-count-rev10/gpw-v4-population-count-rev10_2015_30_sec_tif.zip, \n", "- Overview over all versions of GPW v.4: https://beta.sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse\n", "\n", "*Macroeconomic indicator*: Available macroeconomic indicators can be selected via the variable fin_mode:\n", "- 'pc': produced capital (Source: World Bank DataBank), incl. manufactured or built assets such as machinery, equipment, and physical structures (pc is in constant 2014 USD, data is available for the years 1995, 2000, 2005, 2010, 2014). The pc-data is stored in the subfolder *data/system/Wealth-Accounts_CSV/*. Source: https://datacatalog.worldbank.org/dataset/wealth-accounting\n", "- 'gdp': gross-domestic product (Source: World Bank)\n", "- 'income_group': gdp multiplied by country's income group+1\n", "- 'nfw': households' non-financial wealth (Source: Credit Suisse, of households only)\n", "- 'tw': households' total wealth (Source: Credit Suisse, of households only)\n", "\n", "Regarding the GDP (nominal GDP at current USD) and income group values, they are obtained from the [World Bank](https://data.worldbank.org) using the [pandas-datareader](https://pandas-datareader.readthedocs.io/en/latest/remote_data.html) API. If a value is missing, the value of the closest year is considered. When no values are provided from the World Bank, we use the [Natural Earth](https://www.naturalearthdata.com) repository values.\n", "\n", "## Downloading existing LitPop asset exposure data\n", "\n", "Readily computed LitPop asset exposure data based on $Lit^1Pop^1$ for 224 countries, distributing produced capital / non-financial wealth of 2014 at a resolution of 30 arcsec can be downloaded from the ETH Research Repository: https://doi.org/10.3929/ethz-b-000331316.\n", "The dataset contains gridded data for more than 200 countries as CSV files. [These can be imported into Python using the Exposures class, i.e. *Exposures(pd.read_csv(file_name))*]\n", "\n", "\n", "Please refer to and quote the related publication if you are using LitPop exposure data in your studies:\n", "https://doi.org/10.5194/essd-2019-189.\n", "\n", "\n", "## Initiating LitPop()\n", "\n", "The `LitPop` class inherits from the [`Exposures`](climada_entity_Exposures.ipynb#Exposures-class) class. It provides a `set_country()` method which enables to compute exposure data for a country using different settings and input data. The first time a nightlight image is used, it is downloaded and stored locally. This might take some time.\n", "\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2020-01-31 10:59:32,239 - climada - DEBUG - Loading default config file: /Users/eberenzs/Documents/Projects/climada_python/climada/conf/defaults.conf\n" ] } ], "source": [ "# Import required packages:\n", "import numpy as np\n", "import pandas as pd\n", "from matplotlib import colors\n", "from iso3166 import countries as iso_cntry\n", "\n", "from climada.entity.exposures.litpop import LitPop" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Country Exposure\n", "In the following, we will create exposure data sets and plots for a variety of countries, comparing different settings.\n", "### Default Settings" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2020-01-31 10:59:39,788 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30.0 arcsec.\n", "2020-01-31 10:59:57,140 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2020-01-31 10:59:57,142 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2020-01-31 11:00:13,215 - climada.util.finance - INFO - GDP CHE 2014: 7.092e+11.\n", "2020-01-31 11:00:13,862 - climada.util.finance - INFO - GDP CHE 2016: 6.713e+11.\n", "2020-01-31 11:00:15,008 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 36 s\n", "2020-01-31 11:00:15,009 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2020-01-31 11:00:15,010 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2020-01-31 11:00:15,010 - climada.entity.exposures.base - INFO - deductible not set.\n", "2020-01-31 11:00:15,011 - climada.entity.exposures.base - INFO - cover not set.\n", "2020-01-31 11:00:15,012 - climada.entity.exposures.base - INFO - category_id not set.\n", "2020-01-31 11:00:15,015 - climada.entity.exposures.base - INFO - geometry not set.\n" ] }, { "data": { "text/plain": [ "' In case you encounter an error here, because the GPW data is missing: The gridded population count data used are the following:\\n- Gridded Population of the World (GPW), v4: Population Count, v4.10 or later (2000, 2005, 2010, 2015, 2020).\\nhttp://sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse\\nThe population data from GWP needs to be downloaded manually as TIFF\\nfrom this site and placed in the system data folder of climada,\\ni.e.: climada_python/data/system/gpw_v4_population_count_rev10_2015_30_sec.tif\\n'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Initiate a default LitPop exposure entity for Switzerland (ISO3-Code 'CHE'):\n", "ent = LitPop()\n", "ent.set_country('CHE')\n", "\n", "\"\"\" In case you encounter an error here, because the GPW data is missing: The gridded population count data used are the following:\n", "- Gridded Population of the World (GPW), v4: Population Count, v4.10 or later (2000, 2005, 2010, 2015, 2020).\n", "http://sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse\n", "The population data from GWP needs to be downloaded manually as TIFF\n", "from this site and placed in the system data folder of climada,\n", "i.e.: climada_python/data/system/gpw_v4_population_count_rev10_2015_30_sec.tif\n", "\"\"\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting\n", "The exposure entity was initiated using the default setting, i.e. a resolution of 30 arcsec and produced capital 'pc' as total asset value, using the exponents $[1, 1]$.\n", "\n", "If the init worked, we can now plot a map of Switzerland's exposure.\n", "We can get a good impression of the exposure distribution in Switzerland by comparing plots with linear and log-normal colormaps:\n", "\n", "(please refer to the exposure tutorial *climada_entity_Exposures.ipynb* for more info on the visualization of exposure data.)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 21:58:30,870 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/Documents/Python/climada_python/climada/util/plot.py:318: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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e/hAhhS3jgxHR9USkNJa/Kc07tNyPaaj7qmo5tkQqAI5IXaqqgzF74J9jSyltwd3YYLELUK2qb7n0r4FXG7VTiaqOa02eGJapo9gA39Tf+bHzOmPE80lVbRw+YypWTxE2BeZp26JAfNRYptUBEekPTMQmx66uL/0fbeu3XwNdRKTTKnxGe9F4DOqHaZ7m0egdE5EibEk4wteYPWu8XxWo6rfu/Db1EYfG7/Ls2DPWp/14CdjvBzo5Tsb65FgaPGKnYrKOBd5V1VoAVT1JGxxtrnRpb2Oa4lGYyU5EeuZjJGFIrN7K1ZxtwLRLGwEj3LgYOTnF27/x+3hrC3U9tdG5l2JmWrur6tJY1lRgmCPLEYax4o55ygr0WVUNVPVR7ENm+yZOuRero3uauHZIrB1ei52/r4hsiq0UPu7Sv8a0zfH+W6qqe7n8v2BavoGuHc5vojyN22FqC+1wa+y8fCfHt5ipVRzLjIsish5GyD+ldXwUq4vJ2GpYXL71ReR/xSIZvCYu8gO2ujMZU1iVArVNzBNgCpengTEi0rht4mOFh612zXbHz7VQL8+xhqOtg0haRApif015oc3D7DvagmeBDcVCH6RE5FCsoZ6OnXOkiAx2g/NlwD9VNVhJ924WIrKxiJwpIn3ccV9M4/V27LRXcV+R7nhSo+PG+B5bGozXz53AJ6p6baNz7wX2FpExIuK7+h4dydMGlOKWWkSkNy17UTbGw8AxsXq/pIVz87CX93sgKyJ7suyX4Dygq4iUN3cDETleRHq434Ox5ZmXwEI2YFrkS1wd7I8N2o80c7tSTANWKyJbYxNT9JydRGSo03IsxT5kApc3QUQmNSejI5shcD0NEx1Yf9pQRH4pFh4mLSJbicig1uRp4VklLfxd6eQtw7S4b6hqU6HL7gF+5dqwM6bNuCtWF2kRKcDe/ZSr20j78xjQWUSOdn3vIGzF4I221NUPQDENNr+IyLG4j73WoKpzMAeJW0SksyvfDk2cusLPWAE8AJwhIj8T87a9EnhIVbOYA8HPxcK55WFjW3wcvhW4wpHlKPTVvlFmW/pIDBeJafyGYDZnD7n0vwK/E5GBYhgmLj6yWMzgCc2U6w+YXe3f3YQrYh+HmzVz/nJwH+/zgNNw5NNpCd9xaW0JYXMPZv+ddVq7SCs0EbghNqb0Fov+APY+1mDjYhdaHtsiWU9qoa6HROeJyHnY+71bEx95k7Cx5lQRyReRk136y+5az72PaTuUAtcvEJF+IjJSRPJc+lmYljB6H0eLSJs+Fl1b7Yu137QmTrkJ8xVoUwghVf0Gswn/O/BITFv6b2CpiJwjIoVuHNlEGkIVlmJjcKUjaeOWu/nyzxrSQjuc5MqXxt6tGuCoJpRA92Hz6igRKcbeu0ed8gjHFQqw1cxo3o14zmTMHvg8l7YlNp487/KfAjZR1S0xu8xo9e5Dd96G2MppqYj0jM8TIvJLd79jMIXW3W7MiLCliBzgnns65oT7tquXPVuolz1bqtOoT2HEP+J3nstrsV+1Uldth7bNbkQb/V3O8jaf+2INtBhrgAG07GSzPWaYvMT9u70uay8QebsvxRq3Sbuzpp7Thns3a4uATbYPY19PVe7f24g5qGBfVQr0d8c/d8cjYudMIOYkhXX27139bOPOr2ZZj/dR7twRGJFd6K55BujXnPws63A0xJW5EiNvZ9KybW5jOc/FNLlt8Xb/H2wiWYwNQg8Cl8fy76TBw3w5b3fMQ3meq+cZwO9Z1vN+gCtbDWan1qzXJ2aUPRNbRnkam5wim9vD3fVV7nk30WAjfAfOhqyFe19IEzaamCblGddGC7AJZbM2yDOAFt6NVmQ5mgav8njf6Rc75zeunEtdHefH8u5i+ff5mFj+KMxOqRJ4j5h9UWt11bivsLzNZ7yfLVMHmD3vQkyD9Qes/0d9+hga2WPGn0VDaJV5mN3Uoy59NMv2/XY9o5Ux5huWjUJxL3Ch++1htp1fu75xLzGbVNeGs2je2/03WH+twJbHr2xKrhbaIZI38nafC5wdy/exPv2Ve8a7NNijfYGz5Wvm3uu6fjDH9ZEvXN0Pamvfxsh5SMzJCfNyV5xjSivl6+euv7RRegFG9L/E+n7cz2BdbCypxLRdJ7Js/5tEKzZqrfT7OpZ9H8+P5W+Ojck1mMfy5rG80Sz/Pk5yeUMwrVtkmvESy0aI+CXwZgtyzaAhAk0Fpuk/otFYcHkz17ZqC0hDtJedmugjD7h+twgjS1H/3gHTfFZiHx+XEXvvaIePQaNn7kgLc6o75xfYe1dFowg62PjUuB0mxPKHYHaxVZgn/kyXXoIpMxZi8+0UnKOsq4dHsaX3r7CPkIW4eQLrxwuAkbHnPARMjMkU93b/D86nZAX6Z+OoPpOaKO/oNvarFuuqre9TZBS9RsFpV+5V1dWyQ1CCtRciMgVz8Gh2WVosaPQJqtrUctVag7bUVYKOh5j9+VeYV2y2Hdf1Af6hqtuuItFWCsRMlr7DJuLGNnJrDcR20PuHqj7f6smr5vk7YB9WA7Rpc7OfJNz79bSqbuJWor7HlA5NaZSja0qwlc62rmDiViA2UNUjWzu3lfvUYh9HN6nqRW04f4X7lYgMxD5m8zCny7uaO3et2XEnQYKmoKotLhmKmR+MZ9mAxGslWqurBD9uqC2lrtHE02EcZhu61hJPAHU76HUE3DL3acBf1ybi2RiqulRE3sdMeKaJiGD+Fh+KSDfM9CrETMp+WFD2FZexoJ3nr3C/cu9ki/b3EX7Mu+MkSLBK4ezFvseWc+/vYHESJFjrIbYF5WmYOVGCDoCzV1yMRT64sZXTf1IQkQew5feNROQbEfkV5pD6KxH5EHNsimy0RwPTReRTzNt/le+t/mPCGrnsniBBggQJEiRIkOCniUTzmSBBggQJEiRIkGC1ISGfCRIkSJAgQYIECVYbEoejNRgDBgzQmTNb3GQoQYIECRIkSNA0ZqrqgKYyxmwguqC6qZxVj/fn8Lyq7tExT18zkJDPNRgzZ84kbpNbUVFBaWlpC1f8NJGUu+Pw61//mqeffpo5c+astmeuCeXuCLSl3GEY8sUXXzD5zRd4//13mf7JZ3zy3y+Y/e08LrzmYE45ey8gIER55N63+e2v76Wmppbnn3+esWP3Ykb1zcyaOY+dh17JfgfszYP3N7dnw+pD0t5rF1ZnuaPNGprCgmp4p/E+SKsJqQkrtg31TwnJsnuCBAmaxSWXXMLcuXP54osV2Qo8wcrAieOPoqi4kLy8NL7vs+GGG3LyuDN5/NGnWLRkNjvvuTFvfXolp519MD7FKIJPATvtvjm1tXVM+egD/vjHP9K7T3fy8srZYGBf7nx0HA8/+BgPPfRQ6wIkSJAgwUpGovlMkCBBs+jTpw99+vThkksu4d577+1ocdY6HHDQXjz5xPNcePX+bDRoAAMGdmf99QfgeR5KSMBSfApRMrkNsRVBUbr3KGe7HTdm8023JJ2X4uqbfuVylN322orxZ+zHYYcdxhFH/IIgCEmnUzz1zGOM2e3nHVrmBAlWC4Tld5VPsNqQkM8ECRK0iEMOOYS///3vrZ+YYKXi+uuv58nHn+fRSRcwYvt+eBSgZPFJASEhuszcKcv8a/9/bNKZzJmVYZ11u+ClMstccdn1h3HaBXsz9aPPGDioH/uP/h0nnvA/zPgqIZ8J1hIk5LPDkCy7J0iQoEV06dKFIAg6Woy1DpdfcRlHn7gbI7ZfD7PjrAEgpA4FhHoUJaQaUKf9rEcQlAyh04au268ELxUQbX2tBKD1BFpLpy75jBw9iFdf/A+fT5/Dccce22HlTZAgwdqDhHw6iIgvIv8Rkafd8WsiMsX9zRaRx5u4ZqfYOVNEpFZE9nN5Q0TkLRG5W0Q8l3aXiHwrIvnuuJvbsSNBgjUS8+fP55ZbbqFPnzZvSZxgJeCll19kyeIKzrliD4QA8AipRgmBDCGLgCwQoNSjeI58ViHud0BV7jrIIAoaZgnCGlQzhFQCGeZ/t5RTjp7IWWedycUXT1hOljnffcWsWbNYunQpYbjW7qSY4KcI6aC/BAn5jOE0YFp0oKqjVHUzt5/1W8CjjS9Q1Vdi5+wMVAMvuOzfAPsA7wG7xy4LgONWTRESJFh5eOKJJ+jTpw/pdJpXX321o8VZK/D+B++z59hd2H23MYzZZws6dSoFUghpzEpKIPc7heADaTx8hBSKB3gIKTxSCB6iKQhToIIXKqkwixcGSChAivnfVxCGyti991xOnv+bOoXe66xH//79KS8vJ5VKMXTYYB58ODHDSPATQEI+OwwJ+QREpA8wFvhrE3mlGLFcTvPZCAcBz6lqFDnMx9a5QpbtbjcCZ4hIYm+bYI3GIYccwgEHHMCXX35Jp06dOlqcnzQmT57MyJHbstXw4Xz2+VRuvf9/+PvjZ+GRhzhC6eMhpPFy/6bdvxARUI/8WJ4gmsJXwdcQXxU/rMUPQaQQ8QoQUgwesh77HLw1O+24G9/O/nYZucaNO5mBG/fmO/0b3+lfefq1SynrAkf84hiKS4q47vprO6C2EiRI8GNHQoAMNwJnA00FH9sfeElVl7Zyj8OAP8SO/wg8A3wG3BpLnwW8DvwSeGpFBU6QYFUjm81y2mmn4XnJN+qqxNy5cxk9ejSHHLEbD758HN26dcYjH7PjTKFkUeoQ8lCyhPhAykXzDBF8QmpR8nO/cxpSrQFNgdYjYRUQgKQIRREpAEICskx8eDyDup/CPvv8nKGbbEo2myUMQ15/7Q269ShDCfAoYKuRP+PxSReTydRxxQUPcO4553HbbX/hf5/7F+uvv35HVmOCBO2GJFrIDsNaTz5F5OfAd6r6voiMbuKUw2lCI9roHr2AocDzUZqq/gcY0cwlVwJPYuS0RVRUVOR+V1VVtXb6TxJJuTsGAwcO5P3332fw4MGr9bkdXe7Vja+++oo+fXpz6tkHUpSforaiwJFKQUgRAkoKId95u+cBmvN39yggpB6fNOARUG9L7fiIVuOHgpBGyQctIJSAUATfT7ulmXogxVkXHcbjD77Hp5//H57n4Ymw+RZD6dytkJqKNB55zqHJRyjiN+cdzusvzGTRwkoOOuggJk+evELlX9vaO0JS7g5GsgTeoVjryScwEthHRPYCCoAyEblXVY8Uka7A1pj2syUcAjymqvVteaCqfi4iU9x1LaLxThBr444YkJS7I5CXl8cTTzzB+PHjV/uz16b23nbbbckGWe6+/Xku+9MYPAIgwCNNFFIpJIOQArL4hCgKBGSpx8dHqcdDEafJRI2GapghpT6CTyA+StqcksRDPLMIUiySwbGnbsWvTh2JR4Glax1CikBqEAI8QkJCfBcrNFtdw8cffcLWW2/Niy++uEJtNn36dG6++WaefPJJqqurKS0tpby8nK5du9K9e3d69epF79696d+/PwMGDGCDDTb4SZmArE39PI61tdwJGrDWk09VPQ84D8BpPn+rqke67IOBp1W1tpXbHB7dox24gjZoPhMk6CicffbZHHXUUQwbNoxrrrmGPfdc3iElwQ9HbW0tC+YvAMkSknEaxiyKD/iE1Ln0NEoGjzrMiz3ydPdRMmSy1cz6YiE9+qYpLiw2qigBiIcghBKCiDNCz+KTxTSotqRvGlBzQhKUUDJ4QEgGnBbWvOgNhUUef773OH7zq78zYEB/rrjyd4w76eQ2l/uqq6/kwgsuZLPNBzFy5wH07l/Od7Nr+G7eEhbO/4ZZU/5LxWu1VFfWUlebpb4+SxhaKH3f92hKbdWrVy+mTp1KWVnZD2iRBGsNEs1nh2GtJ5+t4DDg6niCiAwHTlLV493xAKAv0C53YFWdKiIfAFusFEkTJFjJOPLII+nTpw8TJkxg7Nix/PnPf2bcuHEdLdZPDpWVlXTr3p3nHv+AO255ml323IQb/nYU3br5QB0Q4pFPSAUe5WTDOp599EP+dstLzJrxPYsXVlJdVUc2GyICqpDO89lwUC8GDurNdROPpLSkGCGfgKpYuCbFiGYql26kt8YR3xRZKt3ivhBQjed2UzKNbJb9j9iCMfsO47xx/+SUk0/jogsv5pdHH8SY3fdn5512IZvNMnPmTL755hs++/JDXvrXK7z/3sfM/nYOYRhy0bzjGu8AACAASURBVLUHc8wJe1JQugQowqOBVNpOTUsQil3sUg8NQ+bM/p5vZswH9QHBDwP8bC2B1nHcUf9gg4E/Y+ddt3eRACAvL82wzTZm910OZMjgTRIb5gQJ1gCIqrZ+VoIOgYhovH0qKirWyuWKpNwdjyuuuIKLLrqIp59+mr322muVPmtNKvfqxKJFi3jxxRc54zenMnfOd+y213AuvHY/NhrUH0WpqJzPH3/3Cnf8+QXqauvZdLNN2Xyzzdl40EZsOmwztthyc7p06UJdbYZ//PMh7rnnXv714r9469Nr2GBgf0cga1Bq8SgmpB6PIjyEgAxKNUKhsx8tAZSAJfgUYJrWOnxKbck9l16DUIpHiorKOs488RZef3kaC+ZXEmRNRyoi+L5PXr7Pun06sdW2G7DXviPYac8h5OcXUVMh5JUudR76+U6ufJRaQmrdM8WZFuQTkiHUCpNRPfxgCfn1NYSa4fuaLIftcw+LF1URBRzJZLIs+H4pVZV1gFJaVsqBB+3DddfeRJcuXTqsvdfWfr46yy0iqGqT+s3hfUT/fcpqEWM5+OfyvqoO75inrxlIyOcajIR8GpJyrxk48sgjeeSRR/j2229X6aS9ppV7dSFe7vvuu48LLz6fGV/OorSsCIDKihpKSoo48cRxXHXVVaRSTS9cnXDCCUycOBGAvLwU39T9zdlxqtsdqQaPEue8VJBzOgqpwqcIJevIaei0rfkIOPJXigD1VOCRJqSWFKUotrSfpdKZB1RTU+lTVFTi9qGvceYB1QgFbqvQOoQ01RVCQWkF4ONRhJJxZgC1QC1CCeLsWiPzgJBKfC1GFLygglQQgNYRshi87mT9FOJ3BTwCCVw5Cvh8+gz+ee9/uOe2l1gwfynDt9qSP1x/A9tvv/0qbt3lkfTzVY9Wyeepq0WM5eCfk5DPZP0hQYIEbcI999xD9+7dGTVqVEeL8pPHEUccwVdfzGTmzJlcdOEErrziGt544w2WLq3k97//fbPEE+D+++/noF+MBoGfbdATI51ZALdk3jAXB0Q+krYtJ+CW46OPXnFL8YHbF15dvt1NEGcTavpQyV3pUVji43ni7FJxOQ1/6uQKCQjJugD56pypwOxdQ/fsbCw9Wpa3awMvn3q/nPp0OYFfTiBpK4dmULKgtrsTwPob9eLc3x3KJ99N5OEXzyITLGaHHXagZ69uXH311ck2sgkSrCYk5DNBggRtgud5vPnmm3z66aeMHTuWbDbb0SKtVmQyGW655RZOOukkdt99d4YMGUKPHj0oKMwnlfJJpXzKyksYPnw448eP58Ybb6S6urr1G7eAfv36cdZZZ3HyySdTU1PD8OHD6dmzJ6WlxeTnpxm26RBmz569zDXDtxrOJ1O/Yk72NiZPvQTb8Qi3zabZQZrW0XfksQYjdIFzaPKc9jNwYZ0yTuuZNjJH1p2TQQkcFcwggEcKqENzxDS6txBS5X7XOy1mCiObVc4+sz5GYLOE1CCk3XWh035mMaKcJpRaREC8AsJUSOjnk02XUp9Oo6liRDwXJQAX/7QGcUYGIbXstMumvPDeeXw09xp23G0wEy69hMKiQg466CC+/vrrH9RuCX4kSHY46jAkDkcJEiRoM/r06cOkSZPYY4896NWrF19//TUFBQUdLdYqx7Rp09hmmxHUZWrp0bMTPdbpzMAh3RgzcCAbD+1Fj3XMXvGDd77htZf/yxNPPcyC+Uu58qrLmTvnux/k5HLn3/7KhRdcyNy537H51utx1Imj6dmrlE5d87jqwkfp168fr776KiNHjgQgDENKygrwPCNfNsibZzzkOUJmVK5BY2lB6z0X4snInyN5mP7TdJ62VI5bBm/QY2bwXKCngCp8isFpLaNpJiSDT6GTphKfUhq0siln4+m754OR0YjwmnFASI3TkJqpgCeFuTJAGiWPkEoEH08UyKLkoQQxW9IAyBI6TWu3HsXcfM+vuOmuI7n71rf509VP0b9/PwYPHswVV17GvvscuMJtl2ANRkIEOxQJ+UyQIEG7MHLkSL7//nvKy8u58847c3FAwzBk+vTpfPbZf5k771uOPOJ4ioqKVvg5ixcv7tCYjv985CGuu+46/jv1EyoqKhm+7UAeffVE8lOd8SQK0F6NqEeoVQjFbLfjUMafsxMe+VTX1rBRp1M47Yxx/OmPt62QDE888QTH/+oExh64GVf+6Uy6rVNMijLnsa6MPWRjjj/gHnbeeWemTJnCoEGDWLRoAd16pd05gSNmkdZQHNmMSJi6JW0gRxSD2HleLpyT5+5ne8tnHWkMHEEM3PNMrpAAwcgfy5DHbE6DaQTXYpNG1zcs7KuTT1xeJGvoZAqIyK040uu5wFANZfIIyeLh58wLIk1tlN4gd4B4cOz40Rw3fjQffvAlF//mPg7Y/2DKyso4/tfH8rvLrlorPrQSJFgdSMhnggQJ2o3q6moymQwvv/gMDz/0N6Z98iXz5y9CVfF9j2w2pE/vDVbIM14J2XHnbZj8yjuUdyqjV6/uFBQWUFhUQFFRPiUlRRSXFDNw/Y24+MKrVnronEsvu4Rrrr6WTCbDZlutz1kT9mWvA4fSt383VOswQpRypCVlf2I7/1hMzXzAozC/mGtvOZLTj5/IV1/O4PDDjmLs2LFtJtSZTIbDDz+cg47ckT/ec5Bz0ol2NUo7QuXzt0fHsf/o6xk2bCjdunflu3nf8/hfznFxOSNbTQG3T7zk9otPOTKWQvHw8Mlty4ki5EEu3XN/touS4OORAXBL5lG+7azkkULwnHbRB0eALXC+OG2kDwSEpNxzfbdYbwTYCK+POSp5Tv7APd9DqMe84L2cNlacTlecPFFbWBlCVyYF8ly9eHjuenUygMfQLfrxyKQzqKkUrjr/EW677XZu+MNN7LjTNvzxxj+xyZCOj5C3cOFC/vKXv/DVV1/Rq1cvjjvuOH72s591tFg/LiSazw5D4u2+BiPxdjck5V4z8NFHHzFx4kRefOEpPvt8FmGodOlUwIbrd2LEqI3Ya9/NGD6iM0cf/hj/fvtr5s1dsELPOfroo3jggft59OWzefn5j5nx2QKqqjJUVVZTU1NHbU2G2pp6vp21kK232ZLJk95aaWXccadteOP19zjl7LGcc+mB+CnPkTMlZCkeheBiUTZo8GoR0oiKS88nlCyq1QgeD93zBjdc8Rzffr2AutoMeXlpunbrRDrtI+KBCCJKzx7r8N3331FXW8eSxZVUV9eQX5DHjMqJiCco1fiUA5EGL3IGqsGjnGsv/Sffz1vMMSftzqBhXTGyVYQRyRSC7+J5WiB7XJotuVeDW34HcYHuvZidJo6qlRDtNR9pOo3MFiJkCagDt6wtmo+vhRYM38u65Xmz4/ScVz141FQI+aVLEIockVVHXBVYChQ7EqrOdrMOqENcCKhIXvPkr3VENHQyRUH6a13ZQoQCfPLIEm3zaFpWj0JHWusJwZUjg08nlJDHHnqNay95jM8/ncOAAX246MJLOfbYY5EV3CB8Rd/vTCbDbrvtxmuvvUZZWRldu3Zl8eLFLFq0iEMPPZT77rtvjY5luqrGtTAMef7555k0aRIff/wxc+bMYcqUKc17u/cV/ffpK12MNsH/beLtnmg+EyRI0CwWLlzIBRdcwEMPPcDixUvo2b2cbbZch8tP2YJ9R/YlLaWQqqG+14bUFBXy+GOf8OxTH/HQQw+3+1mZTIYdRm/D3NkLePLl3zJ8u40ZMXJ9PC0ChKxU44lprpQMzzwylV8fdtNKKePLL7/MZb+7kGnTPufVjy5l4KBe+BQ4+0jbQYicFs9zS9J5RL7f4oZS1QyQB+KjAkIehxy9HYcevTuCx9LKal7+37d5942vqKutBU2hIQQaUFLcmaVLSygqSbHxkAEM22w9Bm3aC/EiMuW5f9NEYYeUOiKN5jmXHJLbISmk1tl4+k7WiLylcrKHbvkdJ3+0hWfonIFCtyRtRNUchWxZ27zQzTazJkfqwEc1RDSFaMZt95lBxEMVREyzakTYFuUjbaulhc4cIINpMWud9jOFqIdqHR4pVHxnh2qa5shsQPFibZFxy/Ng2tpaV/Y6J7+1nGloAbcMb5uSZkEF0RAVW/YXSbHfoduy76Hb89UXX3Hx6Y9w4okncMopJ/OLXxzB73//+9ViIjJ9+nS22247VJV33nmHrbbaKpf3/PPPM3bsWEaNGtUhW+J2JN577z222WYbALp3784666zDjBkzWr8w0Xx2GBLymSBBguWQyWQYP34cd911F+WdSjjsl6M4/9zh9Kr4Fn/pEtCFxsMCRYb+c5lrjz/+eA466KA2P2vhwoVMmDCBu+66E/GUZ16awMab5QEhollEQ9MQgiNQ9uvn+21FGIQMHTqU4uLidpWvurqa2bO/YfHiJQRBSF5eig0H9+XlD65m4KBu4GwMG+YmyR2bjaEtHhvBiWwdzavcEyGgwRVHYteVlRSw90HD2fegbTGCVOq0fDVUV6QpLA2AajzKsAqOlvkjmqtOGi+XjqsP3KJzfEY1uhqVw3P1F90D53ITL58ucxeNPVNzz4iO4qGPbGslP8gCIZ7WIE5KvDQqDUGW4s8ndtxQ3+LIqTSka4BPgBfWE3ohImEzbaFEwaKslsRtB7p8WzTspRTZmjb45aOCF9ShUgd+SSxP+Nn6Pbj3qVPIZvK48cqnuOPP/+COO+5gqxGb84frbso5fq1sLFy4kGHDhjFs2DBee+215exPx4wZw7Bhw3jiiSfWOvJZXl5OEAS8/fbbjBgxgmw2S8+ePVu/MCGfHYaEfCZIkGAZXHPtVVw64TI8X7j6pgM5/lfbkQ7qSNd+ibdwCWgl1C6AVAn4WT5/cjTn/uVrnnt1FlXV9Uye/ArXX38N48ePp7DQltfmL5jN66+9wzvvvMn//d9/+fLLL5k7dx5Llhj569SlmMOO2o6Lr/g5GuLiPtryrUdAoAoSOG2ckYiUp1x786959sl3EK0FAtAQEWe/JxHVydJgl2i0pGuvYnbfb0e2HjWA7UYNI78g0pL5hCzGtpHMEpDFd/adtq+52UyaTWIK1awFQ1ex5VdPnNzmjY1zxhGqnZbRYk+GmCd62v1WV65ov3ahHruTaRst8HqGkCI8sgTU4zv6ZEvj0VAe4jlHG7uPhSYy150oPYs4b3YljaCEVKKE7vkZQvJBjVQH1II0XA/klsxN7gq3jC6g1RaGSWtQMc1kIBBKSIOZgNVJ6JyRAnyUGqDY1bmVzVyRak2jKXmohvgehKIu/mfGUU/P2sKVyTSd9c6UIA3UERKA83hPu6tVg5xGOyRDWqJ2ySIiBF4WldBFBTC5IpKqVOHn+fx2wl6cOWF3Xn3xUy4/90FGjdqenj3X4fQzTuWs356zUpe/d911V3r16sW7777b7DlLlixh2LBhK+2ZPxYMHDiQMWPGsOuuu7Jo0SJuuukmqqqqWr8wIZ8dhsTmcw1GYvNpSMq9+lBQUEBdXR3jzhjDxVePIo2PF9aQH9SQrpqPX7MUqfoayRRBZQWkOqEFhQRleVStsx7vT6nkmstfZvIrX1FbW4+IkbIwDEnn+XTqVEzPdTux/gZdGTKsL1tu25fNR/SitKiL6dS0hqrKUvLLMoRi2zmigoqFAAqkFiWwUD5qTixCSKCVSBjiq5ENvE7ghWSpcQSlGJUsHiWY13U1kXe1kIdHPiAELAEX21LIz4X9UWqBFCHVeDkbRIAMhIGzKSzF89I0eGYHBNTiU4yXW9bOcwSrEj9nY2gOPFUVIfmlthMP4OwuI9/vSmdvGjgSK45s1WE2l3UxLWod0f7r5uRT6NKrMSejDIqSotjR+DpL16huC4midJqdaDWKT0qKHGG0oEpZqvDIc/LWI5qGsIZQK2wZXfJBFJUSRGz3I7DlcltmN4/7qooaikotzqeQT7SMH7olctwWmziaHLqA+KHbJrQh/mgImiUggyclePg5M4SADCE1+BQ5Emz2o2iNq6tSREIiZyv7qKjBo8hpWaO2qMPsQ/PA7fgU7RwVkmHBdxVc+psneeqRD9BQGbvP7vzxhlvo26ffcu9ae97vcePGMXHiRKZPn87666/f7Hljxozh/fff54477mDfffflnXfe4dJLL6WkpIQjjjiCvffeezlCHIYhl1xyCTvttBM777xzm+T5IVhV41o2m6Vz584ceeSRHHHEEeywww6oass2n2eudDHaBP+MxOYz0XwmSJAghwMPPJCHHnqQu2+fxPY79GHPsZuBV0ZGqqCkK5q/AL8owKtMQx1ol35kuvehvqCcUKrZYst1eOixdfGkG7VZ+Gz6DKoq6xm2RV9SeVk8rxuoh2gFKgWEnkcgdSAlmJawEPHzwAOfND7Fbsk2cpJRZ2+Yj4rnSCMoPpqqBy3EHGcKaQh6XoNQiFLvtpM08mmEJrq3Eb6Q/BzRsH3P0450GDHxCB1pTOVSPWfLaPIVALXuOgv745HCo8CRrjQBdfgU4LutKqP4k0IWj3ynRaxHKCTatDJwxMzSo/3Y6xHN4qtpej2vkGjHIU+LMXVljYutGensIrnyEQrwNFq2ThGq2ZF6UuTqpc7VRYB5txvpNbLbsAeSxc708SSf0E+jqoi4LTG1Hp8iLPSSh08ROFIYtUUUWxRAcsTetLBGwHHt6bl2K3HXkWsLCyBfgGmJbYtP+3gwm1ErQ6Hbsx7IbeEpQApPilw/sDKGYuTdIgy4tlA7N5Qq1xYeDREIavEpoUePEv587zH8+Z5TuePPL3Dz75+gX9/+lJaWss022zBy5Ej23ntvNttssza9jx999BEXXHABzz77LI899liLxBNg4sSJHHDAARxwwAHWhqoMGjSI+vp6HnvsMYIgoLy8nIKCAgoLC8lms8ybN49MJsMrr7yyWsjnqkIqlWK99dZj9uzZbL/99tx0002cckoLm7cLrKCvWIKVgIR8JkiQIIe7776biRMnUlZexisvzWT3vXfAUwt7Uy95hKTxpRLf8/EU6rusR5hXTCgpQlE3edv5hV6WoYO6opoCyaKhaY3UyyOUQpB8c8qRANNg+oRueTwKmWOhcMSlR3nRbjehS1NEUkA9SIrI6URRRFOou7c6mmULwGmndYQoPFD0W2LhgiI7TiMakZWgt4zGUvHAebp7gpPVwgWJu0f8z6wmLRxQpGFs8KD3aPD4NiehZesjdHKBqCIqrn0CXGUauXfriVb3LoSQRuX1HCEWUFtoBsXTwD3faavVI2d5KZIrb7QzkZdzXorq1pVP0k5W35k+ROVpSI+86sNYfUbtFPUFybVFtPVnFMrJI+5/H4WNElKEEvfYj+4fhV5qsPTUqM3FX+b5uLI11RaE9XgqiOdMEJxZQYPDlO/6ShrxUpxwyl4cd8oodt/yd0z7+JvccvCll14KwODBg0mlUqRSKYIgIAgCwjDM/c2ZM4eKigr69evHww8/zD777NPq+9uvXz/ee+89stksb775JoMHD6Zbt265/HfeeYfJkyezcOFCFixYQDqdZosttmDq1KncfvvtLFy4kC5durT6nDUVn3/+OccffzwAJ598csvkE9boZXcRmQFU4MJH/NQ0pQn5TJAgAQBj996NZ5/+FyLg+x5H/HpbjNCBqhAKiCeQ6kqQAvI7EfpFpkHSDHgeoXhAIYpPSBo0wCMDjsDa0qidG4i6wd+ISxhbrm5waBFnh2jnRUvlds2ywcKNVERLsi5dLBanahZC85IXARWPhq0hPaKg5rYkGxB5tDdoDBu2aiRnt1hP5GgjYRaoMxJOiBeF65HIJjEkcoaJ7hlpAxvKFrkpWdkaCF3grqnDbBvrrUzOK5vQ5Ao928FIXRkighYtSUfB1Y3IZZDQQ8NqPDJWNq3FC6vBT6PioxLgh7VAJVm/zNpE1MlDri1CF8A9dEHpjaxFUQDI2XZGbSnE3Y4abEcbZPVybWFmBZLLJ/c7dL02m+sRuaV393Fie8aDl9s3PtqDPvovCsCvru9F9ebH2sI8703TKnjhIiRYQuCDekWo1Lt+HS9DFBnAyPgZF+7D8QffzOtvTCI/r5gwDJkyZQovvPACb731FkEQkEql8H0f3/dzhHSDDTbg9NNPp6ysrLlXtlmkUil22GGH5dJHjBjBiBEjlkuvrq7m0Udtt6zHHnuM3Xbbrd3P7GjMmjWL6upqjj766I4WZWViJ1Wd39FCrAok5DNBgpWAyspKJk+ezJAhQ+jfv39Hi7NCqKyopqiogPuf+w3bjNwIjwBYgmo+PvkoNeAJWa8nIRV4YdoWNCWT0zwqdYh0BhGnhSojG1YZQfPKnPe6IFpIKPWEmsGTPGe/V4BHAeYIo3guLqUtSZvtYaRxNHtDs98LcvuH464rRN3+3Q1kxfYpF5RQs/gUEUgFiu9sHDOOxBZizjeRh3cGjzQeaWfXWeColcWrRLFlXikwUhdWk5YSAskCVU7zWgfi4ZNPQL2zQ/RQqoEiPPKdrB4WJqnKLb2HGGESVy/Vbvk+sneEUEC9LJ6WY3rKOlKSR6C1mMawNKchttBRVYRk8ckjkFp8ETzNQ7UK0Yy1ZzAP8TqZ0jL8Dl/yUA8CqcLsTpXA7ZOujkyaHWroyGK+yy9w5bCPCc89X8lzS+51Tp9cgLIU0zZLri1C0la3lDgSa20RuHienmsLnNmC2V1a6KeQOjys31p/yuCRIqAKW37PJ+v2uhfXFhYTlVhbWLv4lBs99TKk60O8oIpQSkl5nTDSmbH6pAZFnTlH4PSyhYzZdyjlnYoYPGgY06ZNIy8vjy222IKBAwdy7rnnruK3um0oKiri888/55BDDmHMmDE88sgj7L///h0tVrswceJEOnfu3D6yvgZrPn/qSMhnggQriLlz53L77bfzwosv8OYbb7qdfQL69l2XoUM3o2+/vhQVFfHll18yc+ZMvpv3HYsXLyKTyVBaWsY666zD3vvuzSUXXZLbhrKmtoYwDCkual/ooPbguuuv45WXX2HIJkM4/vjj2XDghgA8+eSzdOvWjUnPf8R2owabN7BGS9Q+aGBLt6IIAX5QZ6TTLwAKLOaiZEHEtEHiYkL6Fg/T1xSqGdN/hrYvOBI4TZ1dF+a0apF2MQsuUDo5jSSNNGHR0m+kSYw0ctHuPZGmzeiASn1O79awfBtpxyBa2rdn1RNtDJmL6amAxjRkWgcq+GEGwirUB/x8QgJ80qjWIRQSek6bJrbfuBGbaPvIKG5oXDsqVufO7hRRNKx3dVEPku/qLM+WyXN1lLbYmkSuNQFCmlDCXIltOT5D6OWjYQChjwTVKAV41AD5oIpqFQ12ogFokbtFg3a4oc7jkQWiAEjLtkUUQN7aOERiU1DjtmjQJCoN2mNn3xvTrNqHhrpr4rFCHfFVxaIMpAkl61zUQuLxT42QN2hQI5te+5yxvechJJsuh5SCFCBah2QFJAtSaKsCWN2YvarVg++leGPapWyz4SUMHTqUqVOnkkqteVNvKpXi0Ucf5eijj+aII46gsrIy55wUhuEaHbge4LnnnqOsrIz58+cvY2rQItZs8qnACyKiwG2qentHC7QykXi7r8FIvN0Na2q5t956K6ZM+Q9Dt+jL6eftzx77bMY333zLhDMfZ8aXc1k4v4r6TEC37mX07teF9Qb2YuCQ7vRatxNTp8zjw/e+ZNKLH1NZUYvneYShLSX26NmZeXMXrpJyz58/n+7du7PhoN4s+H4pCxdU0K9/fzbaaANenTSZ4tICJn18IT3W6Ypo6DSPxfihD1qJODJFsJh04GJapnxUyqkXJZR6RMoRz0PVNFIaaaS0CAlrSKkFCcqKEEgt5oke4HvmgFNZEZBfuhRzIMniY5qMgCU5gmYOHp2cRrTCacSq8SikwXnItGBWhkJHonFaw3wXisd3MtYTbf0YUIlZKtouPJE2NqQC0QK8UPC0Bj9Mo1JPVmoQzSOlIRrWIF4nAr+AgMWI5uNpNUIxeMUEnjk7idPU+ZQjYjsJ1VTkU1SadR7ypUb0tdICrBOQ9epIhUX4+ASSRSTSJIaYF786efOddrAej2IggycF2LJ3vWlWtchp7IrxwixeZh6i8wn9HigBvpTa1Bd+i0oh9ekuhB74dAKBwDn1BNQ4J56000LH26KIBo/9Wpfe0BZKBk9TVFV45JcuAcnH13xQc/wJpN4590ROSA1toVQCBUQ2oZFTU0DUb6zs9tGUIctSPIpdBIUy12+sP0Xe6pbu5fqNRSWoIUU5toRumwIEWoU4jbkEGUSXIl4p9WKmBZ5XRJjrT77rZxnmzw3ZbuML6L1uH1544Xk6deq6Ro5rYRji+z5vv/02AEcddRSfffYZm2yyCR988MEPJs6rajy/5ZZbuPjii1m0aBE33ngjp5xyCiLSvLd7P9F3z17pYrQJ3inMBOLL6bc3Jpcisq6qzhaRHsCLwCmqOnl1yrkqseZ9fiVI8CPBtttuw3//+zGPTjqbwoJiwKN33+7c9vAJ4OIHiluybYgnWIPis+uemxKFdVm6tJrPps8ik8mw/w5/4LzzLlxlMnfr1o11e/dgwfylvD7tKhYtWszVFz3BjM8/5bhTduGSaw7D88xOL5TQOa/gHE7yCPFtOV26kPVC/DAgwLeyiJrGzYVF8pzzj6o5cqgInldMGPqEWotoFo96IIuqgpg+CvXw1BxLNNodh9DIA3WIBFgQ9sh60CPy2I7bSDZs0Rhp4Mz+08tpGIHcHcxrPnC2eqYRI6elM2eSAixkecoRswxCHb5fTyBFZMVHUl3QMAqnbj7pqaAOUQj9AMV5pEuAKTSip5iHe0joNHWmSbTIAFkj57kwRJ7tvqMBeCnExeY0T3mLhyluqRvXFqL2THWaR9t9KY2qEIjgeXlk6UqYKjWNJ0VWAq8vFoMT52XeEBo+ctwy9VHkNOY5a0wvly6uzsOYvavpdfPddXX2jqiHF2bwgko8qsHzXYD6LCp+rC2i/Z7USVEUa8+GkdXaaAAAIABJREFU7TYjswDEx9MCVHJh713rlBDmTDYa/sRpRqEeTwty+lCLN6p44j6ANIuHkAqFVGYW+VQSiE+Q6kM2VWbOZ5IhCuzUfZ1S3ph6KWO2uYJ+/X7GJpsMZtCQ9Tjn7IvZcouGnYo6Gp7nMWrUqNyOQdtuuy033HADhx12GJtuuikffvjhGqm5HT9+POPHj+fyyy/n9NNPZ6+99mr9oo7TfM5vzYFIVWe7f78TkceArYGfDPlMNJ9rMBLNp2FNLXc2m6XnOj3YaEhPnnj1fMwLOUVABeaVbLaHnls2NuKZQVz4Ft/FCMxSiQA7DLkYwiI+mTYdWHXlrq6upk/fXuy8xzBuvW88AUuweInR9oS29WJIRc7GT9TsDgOyhCwhpQUotXhhCqSEwMtg+2oXok671EC2o6XkOnwtx8hgLRKafR9aiUhXPC9FQJbaihQFxZVGqLxubvm1Hk+jOJ8hvpQSbR8peGRZioUDKnQassg2cfm2sDA+lRjRiHyZS1xbLHXk1ELxmF1hQKDVLt1C/YhaTFIJ61BJk/WziBSZjaFmbFcmDQlYSl7gkwrrCalHvCLqJUXWy+B5nTDzBKvzqop6CkoqTGOn9aBpxPNRtbigFg7ItH8SugDsUodIIWgdnlo8zSBY4jiYLSn7Uobt017n0moxH/BS1zJ1SABQiQr4Uu6WtUM8TRFINeDhSYmrc8/V+WJHeAsxBy8Ly2T9qYAopqnVfUjIEiINaUS4Q62nqqKK4tJ8RCtIZ2rIC+rxwirq0kI21YesZzIhUQzTiHrW4FHqPhSinaBCQqrw6YQF24+2Cq1zbdcpt5xu/bzGEfcSpym2d1ipI1TTEHtah0oBSJpAajBb2gJU60mHhUhYTyAVoOBphsAvxMPkrZcqtyVsLahPSvOQoJ5v587jb7dO4R/3/4uvZy5giy2H8uQTz7Huuuuu9Pd9RfHNN99QVlaWs6GcPXs2G2+8Mb179+bjjz9eYQK6OsbzAQMGsPXWW/OPf/yjec1nf9F3/5+9N4+3rKjO/r+r9j7Dvbfv7aZpBqERZBCnEAeIqPiLGiUOOBI0BuMQR5yngGhEEYnGVxyCccSJGFCMRhxQgvKiGAmGwfiijEGjTMrQ3Xc6065avz/Wqr3PhUZAgUY5qz/96dP7nL13Va2qs9dZtZ7nOewObcbNWnjFb+b5FJEZIKjqgr8+DXiHqn7rTmvkHWx37SKOiU3sLmxlWfK1b5zEf555Eb+6ZhOaKXB8Kw9WYmtz7VzWtR4XLkyp4OKfXsFxx330Dm/3xo0b6S332XWP7ck1e+I0Mw0qu6GbgRZJDNxiPDMFKRSolKRiFSmYAk2S4BnSJldkD/n8QA/1WCQgSUBDFy2mXBlI/F2r+7Nt8kQmdG+EEfP1c7ZTyICXRkQx13Te1BfJ/xhfZd7Gpz4jn9/UYBZ2b801iDYOSpcYOsSiW1PuqN9HUgCtEGmRgiP/0wipBob2lzZKy/qmht62H5p+d42W3Uz2VzQiqqgmr7u1TLTJQSkhjSD2kKpvgWhKSALRCMmyqSYbCZmoXsfmYQoBDQXItCsTdUgiaChQCSCZciqNjXmXjHwfm8lYcFqu8IXNq1w/XI6tCqeBkgCqBA1ea9pCUoUkC+SbzxvfqqKWIVbrk13dtrnzlrl6MMqYP63d4/Wcjeet/UatpKoeTFYkrZBo9xJt+VgGVIRYtBi2OlTlNLE1R9VehxZtYhFIwX5YNLwNbVRKYuiw3Q5b86rDDuC/Lj+aM/77KG7Y8Gt22mknDj3skN9yVd/+tn79+hXgnR122IGLLrqIq666igc84AFUVbUFW/eb7QlPeAJnnXXWlm7G72LbAd8Xkf8Gfgh84w8p8IRJ8Dmxif3WllLiC5//EiAsLfTqjE4OjrIJmYswA2S0fpU/XQZh2+3XcOSRRzMcDu+wNv/4xz9m9913Y/3O2/C6Nz9jrF1NuLm5toa6pQ4L0RyqCSKBzA853usGQGJwkZA/K6H5tDrtkQe1Uge3Ldt2ZYw7MpSWuZM8ctTtHP9fqO9+877IOc/N+cLaOn5MjN+xHiTngJRQX13Uj6nfNRQWyCQlSovYmkPDKrSYQkPXrq0WcIa6rbgfhKA59BeCDiniMpIqguaeN74IWkGqaMUe7WoT7WqeQocErYxdAPVg1EoPRBv/jPN6qkj94yH7fHxfUuu5kUc2B+orfd2M9Upf5FB0hS/qHyxqGeT2Noza21B11lKVq9Gi7ePLWHt9vDUhKRLqMYRmdORGn1cvJ8jvhvF3x0ZUmvtphaSKIkVKHVJWAwPZaf6hIGN/mjWizaiunIPivKJFiRadOqC//wPuybkXH8Ohb30q7zvmro0p2WGHHbjwwgu5+uqruf/973+XDUBnZ2eJMd7yB2UL/b0FU9XLVfWP/e/9VfXoW9Xx3yO76xVuTGxid3EbVUOOed8xvPc9xzC/sIkPfPKF7LrHtrZ9SekAA9/OJBDpY/KKS2PHjTomo20jQ97+3mfyty89nunpKR667748+ckH8NSnPZX77nm/m23Ltdf9mu+d+T1+dP6PAJhZNcPM9CpmZ1cxPTPNqpkZOp0OX/3a1/nmKd/gsksv5xGPuj9f/PYbKILli4yncWBtUSMyMk3tCpNitKDRUMgDzz+ZAkym1smygyaJmBy00SGDOSyMHdX/QkQla6BbUBUlnzsEKajoUTKNUTgZe6Ztk4Iw9CxcH+N0NH3zzMWpt+ALQyQb7yPeSuuv+cIC0zHVnJBIaoAe1R6a2qB915RXUqgQekjWJ5do2dy0hOgMVUhIawpRIydPaZ5SLehOoYWojV2tFR/UA8cEaQmhB2kjQUokjRDpYNvnfYQlQuxTVn1acUQhPQYMoZi1mkmGCBHRiphGiGBlB7IaVa+5BQw5v4wBg4yeCqcpsjE3Ocw8tolFrISk7+8bRZEyIjKsQzt1mcxmfuQQP/p7Pp8ERlKRZBow3SMQECU6zRXup8wXa+UELfefzZ9In5Kpeos+afKwd5lCO/7jxepizdcjVIdkpSLRFokeIfUIcQFx5Sfjs+2hshrE5lOq518iMvBVmTO9I5/Pff93CVhVt9/GNTgIq8vD99uZ3wfJnR122IGLL76YPffck4c//OH88Ic/3NJNuolt2LCBoihu+YMT22I2qfl0E5ECOAe4UlUPEJEzgVyYsi3wQ1V92s2cOwdcCPybqr7Sjz0KeC9wuqoe6sfOAFblWg8R2Rt4r6o+6mauO6n55K7R75NOOom3ve2tXH3Nr5jfNE+nU/KEpz+EY447mO50XIGUte3lvte9dRHNQZqhfaGgkGkPxIZ+3GojA1P824ln86ljz2BhE1z000vpdjt86Utf5olPfCKLi4v800c+yOdPPImfXHAho9GIVrtgbvU0IFRVRawSMSZSTMSkaFK22nqGfR95b5794r157J/vg21BRq83baH0KXQVFhgMbGuXZFyQzCDS9sDOtkyTOv+mmMa1BXp9kutdG9V45UCTIdF1sg29PgVep1exSFBHtYvpdy8tKJ3ZjXUbsyRixSImYWmI9QKTcLQ+5HrM6bGgdzO+8GBAMNQytCjEgC95WzY6z6fVjRp6XHVEpfMYgrvwGkvrexUGIDOIuJyk2nZ0ZJ6QQBg592nbA7B5yioi6XokrAPn3FxenGFqVZ8UIkHWgIoFnTES0jLKAi3t0K7mCXEjsdjKgunRMp1BhZQg9KhaW7PUXuulEWsQBkiYRaVDlMrqFmUOiJSphYih5ytZxmQsIwUzGPX6Aqa3boH3uC/qecMseInErfdFG3zuLy0UhnZ3LlIy7ZQOqOi5TrsFtcED4CrNY8wGRoYfxGtzWfR7VtR68Doi6SagizKkEFurlSy6DxOqyzb/pQQWCaMhRepRxGuAOZAuKkOGrbWMigDSppBViAfOWeLTijSm6rbafFrydTGDeM0uFCzND4zVQbsUcYnvfvMS/uovPsNwOLpDvsNub7v00ku5z33uw/HHH8/BBx98q8+7M77P165dy3Oe8xyOPfbY31zzefgd2oybtXDIRNt9kvls7DVYADkHoKqPzG+IyJeAk3/DuUcB373RsUOARwLvFJH7qOpFfnxbEXmCqn7zdmv5xO5wO+Z972HTwq951WFP4OF/el/++KHbUYZcL+iE4xRYsNIiOjegqNVTBh1ZFkgMGd7wGyagbZkpjKz7Gc9+OAc++1EsL0A5tcBrn/9ZDjjgAFavnmXjxnlmZro88KH35IOffgFPOehPKNvqQBp1sIc99NQfwOPHtc4gmTK2ZXRcLcclAhXbyoRAlDYqbURLxOskkYRIy/vR9q1MCz4KTAaylp10RL84sbkpclsAqZQYqKfl12j7mBii3Gh1BvVxC1gyV2QJdLDNzjZGIF76/awmcYUv1PqGlAgVom2CWkZOtHQIS4EKDpxJNEjuEkkDSk2IWBY4SReVKVSHdh813XarMGz59nwLpAO6WLdLpYVqHw0FIc1TJCjSEppuII0GtFLJMLSQFOxevq1cpiGtwf8isppQBUJ/ibIDyCJUI0K1ClIBWiChRbvqk4rCVI/U/sbCax6lGXOlAyqOBG+5j0Y+5gqe5WyUmBpfSK221CJLX94qX1B64Iq/FoJ/VnyOCC1ULNdd0Ebr0hUHg4UOQTu2jU3lx0egpfVNxO8PkpSgNvMSECSgUiLaIngJgqrrFMU+qsu04hClZ1nYsDWpmCZJhYYZggx8zRY2nnX9cF7DrXpN5LGyddHC7pLHtkS0pNAWhUK/VyG/B5lPsJKjT3/606gqe+9914qhvvrVr7Jx40be+c53cuyxx/7mD/9+DPcfpE2CT0BE1gNPAo4GXn+j92aBxwAvuJlzH4IVB38LGF+FlvxpGKOz/R/g74BJ8Pl7Yhf85AIuueRSHnvA/Xjtm57mW32LWICkGHAk64NnQEXLYTwltsVuD+PgJODBg6jkD+sM9ql1uyntUVt2+afPPZ/nv+xxfP+Mn/DEp+3LfR+wnsQ80KHR126Rdb+DB3yQ9cCV4PdUSsvcjVEJWdAxIkimpzGKHhWh8CxhoV7DKCVGoC3expKEjvVBMZqbXPHWItPt2N9cR1lQ0xFJhwwUsXMSwccx1IFmbmvpWbhE4SCmfO/CkdTBH/rjvigcFY8mGwO1wE40UASHw4igClHEjhOc4qdA03jNYsu2xSkdGBQs0CT4GLZRCZbxDKbCE3TK+opa4B5aaLkVqnMkBpRpEUkDU41KtulcVCOKaoNruPdo9RYIoQthyoPaFgzUkGBFDsSUclgRRhuInTaj9lYkMLCUiv/4UUQLRBJBxqQhtUCk5ZvdeZwLMv/p5nxhqlHUwey4L8yHLfsxs2JdrJw3eS7l+TQ+b5JTlI2vCzy/aD+A8PnmQa6WBAJJW0iwdaAioF2Ch4BWnyuElCjSEqKg0rNMvkKUDlWYBllFVQSCrAbaaLBMrdT0US2frVnn3ojobT1BVuMaXxcwQtS2g0VHFJQUCu044ILzf0GrddffKj7llFN41rOeRVVVHH300ey5555bukm1LS4u8uxnP5tnPvOZv5Us6cTuPJsEn2YfAA6l2WYft6cD31HV+Ru/IVYIdwzw18Cf3ejt44AfAP9XVS8cO34W8HQReTSwcDu0fWJ3kJ1++uk893kHc+WV17Dr7tvxurccQHJVlEb/2eh+xhV3sn62ApVU9qCVAtNfsY245Kh3q1PM6GtTqEke3kaGZEjMQ/fbnT/Zb/c6yLTsidfqYfWY+aFsrwvwLcpMJjSuRqP+GXtoZw3zrCpUOvo8gwkiKoVlLSXXstmDPXM3Ju+TvTYS99yPBnFckfk0M0+ijdMIJIy1NQeQRuuTdcpzW7NcZPZF7n9+nX1ibbG6O7uGIaAlRoq4QBGv9yzmGgJCKiEW1l/bih2gGiAoSUqEGW9TRDUgkizeoY1IdABJG5VUZ/WydrmpCzVjnkgGQKLtQdR2pLCIaJ8iCkUaUEaTKw2aaC3/klC1QSKEobm6qiC6j9IClLPE9hRKgWqbqpgyLsrQJqlCGoImQhq5HKqAWJ0mQb1swII9lWgIe0pUMmftTX2Rg75G1z3PRciypjlTnXyOaj0nrEIz1sfzHLJ37FWuWc1BXlZxytvwbahXlnF6ZsS9zZXK5lboeBDere8FHVSGRElo2IogM6BCCoJKrk3OGVyxTL40CHkrJcllBakeG5tvpZ/T9EmJro6VNeh9XES44jrhfe/7Loce+lLu6nb11VeztLTEK17xCg4/fAvtW2/GUko88pGPZG5ujhNOOOHWnTTJfG4xu9sHnyJyAPBrVT3X6zRvbM/GAsnN2cuBU1T1lzfeLlHVU4FTb+a8d2LZz1tkGVtYaOLTpaWlW/r4H6RtiX5/+ctf5q1vfSv7PuKPOOwdf8c29+gSWEVvQT1DOUXy4DCrq9hDeYqVyjnJs0TTDkjIWZ8RBTPkGkPqrc2KrFneX8oyfzmU6fpDTsGVgyxQ63ogrAjTpFoPvYXxHAaEmboezrJUI/LWp31+lQeCtoWYeSFN77owZDFdohgYx/o/AgTTLM8BitfVYdvyyWUNrR9DijooHIKabGeiT5BpH/nEYMlkNdVrDyF6u2a8ri6RSdkN0jJtY65CQcsI3AGhS9LlOtuWzwtVQipTQ9LQQnWEyBpS0aaSAaIdhGVDSIcuSRRNiYIOYDyjEmY8oAzArNfATiGh9LEt0NoXucax8iAMkvOF2pZvRRlX0x90GbZMOQlGFEkQKdG4iU5/A0XVhTSAMAOyFcRl0DmQVUAfutsStUvSBVJYTdIZIoKErSAUBiJSjLdSlwhh1vwThBj8GigipjiFKoEZU3BCbLwY+lyd9nlbeJlC5XndDgZEmibLlGbKKgOhTVkQR8S05tXnuSkx2c+nLqmez10fz6xvb/e3H3x9LD9d+Fy0MVcPCvPaydnXpENKnTX6KY3mWy2JMqCQVSTR+oelreEWucZUvCQgkrfcTRWr8B9riWU/DlrXd0LFEk35BpQ6RfIfN4PlDohy0QW/4uXP/ST77fdwDjvs3Su+8++K9sxnPpOFhQU+9KEP/VZtvSO+z0ejEc94xjNYWFjgtNNOu3X3uJXI84ndMXa3Dz6BRwBPEZEnAl1gTkQ+p6rPEZGtMVWBp9/MuQ8DHikiLwdWAW0RWVTVN/2mG6rq6SJyFLDvLTXuxoXZWxp4s6Xszuz3qaeeygte8AJe/5ZncPhRBxFZRknOXJjph5Jn+0YUZG3u0o8XJHpkVHWD0rWgywKhSFaVjnUGJ/mDy4LNSGRq1nSpbWvRtqkTlWdWhh7Y2HHTITfkbWDoD+XMk5k8N5sfmNEzsFmHOnlQXJH1wFODN/bPqwelQ7/mCAPl4Pcd0QBDLOi2thaetxoRyHrriZpTkUjw0gHLSBV0Zu1aoc5yVZ5fjRasUZG8jtCUkSDpgNL7ELIvFDQtUDBl2eXQRmIkRAuEowQPIiIpDBiFgW9zD0wmUaw9SSMhGRhLZAYNCSTY+0kNgEQJwdsq7TqjHVxq0cYzEHWIBV9ZPz5RpECUku5sIGjLn4vT9m+ltLoFUwsbkbgMrRJ0AGkE8TooRqDL0O6i5TIpbGDUWmcclKFj28+hJOmylQhoIqhQ6DIaCqogxCL5j5kOIp4tVMvWRhl53rPhqW1mROV53Oh9HHqf1T+Vf0DFxl+epbT3LWM4PSv1fMorLPqPC2XgwWSexZmns/L5lDXdS6JfO4zps9u8MRWtUpWgeEa0TSUJleRrMa/hSGZWaNZwpuYSn+dW7lKQeWPzGs7Bp/k2ae7nwNaw5DUcSQinffMsXnbwp3jMY/+Ub53y7bu8fnq2v/zLv+R1r3sdMzMzN9vmU045hW9961tccskl/OIXv+Daa69FRDj44IM5/PDD2XbbbX+nNvT7fU488US+8pWvcNppp9Htdvnxj3/M+vXrf6frTuzOsbt98KmqhwOHQ41Qf6OqPsffPgj4uqr2b+bcGuInIs8H9r6lwHPMjgY+Clz+27V8YneEbdi4gac89ckc+FeP4NCjHo/RtVSY9GEGCoxQ18+uqmW++bWf8Il/PJVup8OHjn8Za7dt+zlGVRTqrcmBZ2iGZJS7ZWuG9WajBQB5q9hojmz7e0AWBrTtQHxbvqDwR6DSh9QCer59CkhFCjlotusFhh5Agml9D32bPAfTwYMIA+RkpZjgABPLPhXAiMSgPm79EO9DHzzb2ZQWDJB6XHrgAXf0oCdTN+U+W7BsX1GWwcXAOpq3r4e+dW9USkj0rNqIems+LSHaq/0mybK9yoBK5gyEk4ZkQUWVSBIHg0gieACmoSLSwoAvkSDR7qdD117vkygIqUClDymiQWiohfqoWmCmMgLt+dZ9icqIJF2iJJLkUgdFRC0QDiBFm9jtE4YjRJeQVID2QPtO+7SIDDchsUsorkPLWTQVCD00rCUJNuekRWQGoWNVmrGPlUAMiaKIDikyo4AMfMyHJPUaVxl5qUGeT8l/lo1Q92aqM/zR/Z/LUYzOy0omhpSePbR1ked1vw5yoTKfMMR+aLXIdEpa14PaujC6J1ufloVvERhgSHT/vFTePtu6FyJJRn4fA45lZtLk51rmsyk7SL528roV+lgxwObWsNZ9bvqW1/CQT3/4DI568/G88jUv5h/f/7Fb+xV1l7Dtt9+edrvNm970Jt7znvfwne98h/e+9730+31e/epX85GPfIRvf/vbrF+/nu2335699tqL+9znPmzYsIFTTjmFM844g/PPP/+3vv+rXvUqPvKRj1CWJbvvvjtvfOMbOeKII26z6tLvCb7rD9Lu9sHnLdhfAu8eP+D0SC9T1Rf9LhdW1VNE5Nrf5RoTu/3tTW9+NZoS295jNa9+3ue4/rpNbNywyPymJRYXBvSWhvT7I0bDihgjqlAUBXv98QP45bXX84B7vJK/eeWjePv7nwJhmcAMWR6yyZtmPsicMW2TXPLQthb7noHpoCySuQ3t4ZbVe4zXsuERzLToy2hSDzB9e14H5PpUkZLIiCyhaVvaQmS53lpMvv1qD94ekXKsXYash57ntoZes5e3SfuY1nass5h2vejbrzlw7WK62iMaRZo09hnn3FQbCySRdMmDkkRKmwgoZXQu0mB1tUmMmikHRiIVqgWVgLCGGNTR32sQljD98lUWKoiXLcgiSqCQ6Pkpy+NK6KNYeUCSQe0LlR6qHQoiOL0S0ge1nBdS+VVaFjiqZfCUeVQNPBRlACIk6Tj4JWftIhRC6t6LWG6kNZxlanmeIs3bOAhUc12otqfVux6JfdAureGVtAIM27sw1HlIUwagkWVSwDJwWnp2VUksE3RgsqEkVNtQWPYvFxcoVsKQf1jlko7kUqTJ57kFZstESgqfCwaG67jPrTwj0vM5P00uf7fr5hrJBL5Vj9eGWilJHyth6HjwOwAPAGE4dh3q+ZS8jCNJD6TlXJ45kJV6zeGfs+xsy9dF4fM7c8vmNbyqWVe0yZylwblPoSDIFFEXEWGsrcLxH/sBn/7w6Xz0ox/lJS95ye/4rbVl7JhjjuE1r3kNH/7wh1leXub+978/7Xabgw46iLVr13L22Wezzz431ax/0YtexNlnn/1b3/eII47gwx/+MMcddxwveMFmccAT+z2wCc/nXdgmPJ9md2a/n/e853HyySczPT3NqlWrmJubY81Wa1i39TrWbbOO7bbbjh133JEd1+/ILvfchZ133plut1uf/+GPfJjXv/51rN16Fd/76d+zdm4rD5csoxNZQiicC1CIDJzexrb2LVgdUdBheUHozPZQBhTMepbRdLQTixiPYuHXmEE1EdlEqZ650oogc6hEIgtWmyrLGCdp3mhc8CBzmVBzlQ78QWzE2FYPWvr9TdrQrtfFCOZtyzHrZJe1ZvjIA44Bxgc5Q2RIwQwGBxl6P1b58VUEYHEh0pmdt8BFBwTHAUbdRNASUSWkaynTNJZrW0LLrYgMCMxQyBSJQMUyQVoYufc0pUxhHKU9yphQ3UgK0xBWkxwMJZIwnk8hSOOLqAOUJRsjyVuv7gudp0zGj0lapExdklTEsERgNVVQgsxZhjQNUDZQaIsoFSLrkGA1hr2FDlOzlQWfOkugMFBLEt86XqaVSqYG19Hq/4KQAqlaYnn17mh7azpLvyKMNkF7ikHhkqjF9sSiBTKDhECUPsnHOorVHQdVUrUE6de0ZJpKEoRtSEUg6jzGy2rZwIJZEMbmjfUxS6AaF2vL59MMoQ4QjY4sskhgioIOlc/93oLQnl1AKPxHzvi86fmPidD4ghGm376qDn7tvGZdWB9nySMXmffSix4FpnVvczjzxtq6sC3xZQ8m02bXha2JFlYDS70uLFBVrDZ5RFnzfC6jPubWty732/5lPOPAp/HRf/r0nfK9dkfZxRdfzMknn8zzn//8W72N/rCHPYy1a9fyjW984zbf75xzzuGhD30oH/rQhzjkkFuWIjUGi5vh+dxF9JwjbnMTbheTF054PieZz4lNbMw++9nP/k7nv/yQl/Pcv34uO++yE0/Z72jO/PExZMnKRtYxiw5aVSNjx3OdJh4cNoKP4pyhTnMjGVmM1zeKZ1ZNc10QEJdNVPHsYb53c3/G/jYigTmLml/bde11CYw82LD2itfd5fOT9ywfz9uumRYpt7Vpg5BpcBqKqEbsMD85RLOYo1M7qXEnpmKaTH+EdmwbWAJBOmSuUQu2vf9SokVB0hEqbYIY7ZDU41zW42rZ48xukLW6CyADyYKhxCUgKmiYIUmblEaIDpxyCWr9cmkZRZJTCuGo80BRj4dS2DUdGa9qtDxBlFTMMOwYYK0z2IRU84TUZ1Cso1q9DRoXKFMiyQADwU3buPh8oB5njJs0b6GH0n9ItFHJNEHO2aqKSqBQvAwBgqidK+Nzb3x+5/mCB5U2/qGeU3nuNHKdee6tlKMN9TzL6wJnkwBqn648L4zdRxnvYK7BAAAgAElEQVSfZ5kRwUpJsuirrmhz1qVfsS6yvCrG86o0ayivC6t3xn2Z88VN39TvccN1i1z7q4287tW3tkLrrmt77rknhx566K3+/BlnnMGVV17J5z//+dt8r+FwyGMf+1ge/ehH36rAc2J3bZsEnxOb2O1oF198MZ847uNs3DjPS1/3OKgDSA8AYOx/Ovb/8R/nqT7ehF6Z4CW/wv+XQRs6VsBkXJ2Zpml8b6MJ5nQsYLhp27R+ld+xTcybtvXmrt68m8/xDd362Pi18lF1DW7Ue6uK6Mi2sIOAFqgkYugiqQSBFDqYQJmgwYIHxKExmvtl1zOwiVHhqHiQLbmt3j/JdORNv5vAfWzclWbcJaAiflYXQpvIiEJMySd/LhWFbbVTeEZbx66YA+4xX1hdAJoKTJtciaGNhC7IIqls0RptZBSXiK1ZUtElqdWOqod7RoKfUBUbTxKIOCWUeNcKokxDnXkMY55SRCMhLhPU+B0kDCF0HECjdQCaX62c22lsRjfzuZklK+fe+LyhHo3sixuvl2YlNesi16TemGI5z7UM9JIV7RTPY+bAU4iMt42xd6UenfF1ke+d+za+7pt2vP6lH2frrdewww47cHezQw45hAc96EHsvPPOt+m8lBL77rsvIsIpp5xy+zVoUvO5xWwSfE5sYreDnX766Rx00DO44YZNrNlqhkNe/1he95Ynjm1hC+q1alpncCwLlRyABA4KwZC/RuEy9Afc0AnBoz8UA3VdWY3ITf6462FKM1lxKVeqWb1dctlLcRAPXquG0yKBkZxnTWp1vk1r3wB1DWtxbWoLKod1W8Vr5uzalYOCRijLBMn8pBldrKiXJKBDRCtCUoJG+zxC5t0MBDRERJ1BtDAtnAJBddnHYGSAIc0CAL2xPljrTP1mQM1HqdWYdn24GV84J6na9rH5IvsGAxnR8Ux2BDH0ddKhtzB5/iuSRMi1rwnjfrSxikAf1P5VMQCNyIgUhuBI9CQtYrmK3pTxvRZxidboegtKi0AMYoEikRQ6IG0bE6lAHQyjy4RgpOdZVMA0361+0RDjShLn10x9gg4JCilMIaGFSg8jrs81kgXGZjuoxzzPAgvnB97HPG8MWKZ5nvg1LJSryMA605vv3MgXCvQxOVA73+Zdnv+l9yEzOOTjwX1mwDpr56BeF40efZ+Gu9fWhQWrVhNqK6pL5itVBybWwDafP8ZnYfOkGi3yzMd9kLO+/1O+9JXP3cw3yR+unX322Vx88cV88YtfvE3n9ft99tprL6666irOP/982u32LZ80sbu8/X7wOkxsYndRm5+f59gPf4DHPe5xPPSRu3Ppho9x0Q0f4O/e82QM4b3sDyXxWjULeCIL5DxgYsEzOULFPLleMrERq7sc1ufZg6+HBS4DkhOnG6jC+EVNY90QuollVAxolPz+yojIJn+4q9ekGVG+XSOjzZdQD5BMkz6jmXvexuHY/UceDAsVG/z/zmGqFmBFXbDMpteSqtPm2H0M0a8s0eR3DbWcJBKDEdtrWibqJsuA6hLKiJAipAU0LqNaoWnJAlm/SnLwScUySWxbu9KNkCxHFdnkfauouB5FSJqZCay+U12b3MbcghKVZGAjSiI9VEeoMubzgigDkhhzQdSNPubjIJmR1RiqgsbaF5GM6hciFUn6qASiI8NjmGEYZhhSMCzXUckGSEuoQiWLJGl72L7JRlMwH0ogCkRR9/nI25uJ0iv3f0QdhKPSI4ZEKuYYFVAVpuSlOiIRUc1zYuhzexl1eiWrn8348nkfz+Tz3H54VWwiU3ipB5A2rwY+z3pjvlis503F8ooAFacgi/R8ZQ39PhWZVaHp8xJSj38OPu16OSjOzAuRHur0U4aYH7hfNnjwrERftzb/F8i5Xzuu/PrX1/OQex3Gj879Geeddz5PPeDZv+tXz++dXX755ZRleZuynieeeCLr1q1j48aNXHbZZeyxxx63X4NkC/6d2CT4nNjEfhubn59nnz95CKtXr+b1r3kjL3ntn/GZr7yG1WtMRjGHNfZv3sbNrIA5uMr/5uxJ3vbL9Yd5SzHRyFEydl6+ttJstWdLZBWV8Q3N5pp5S17H3slblbmN49uGObuVc31Zpaa4yf3HNz/xLV7LOPp9NPqetdSBSb5GApII0esJVfAtbdOHFzWdbiGiUhLDjGX8tEC0j6Q+MPItcaNeUlHq9KJAVsihbmtmlvQjvjUvmsc+1OOiknyLf3zUqMdK6nEZL3dIjI9l02fqz6nPA8vKjo275iy3+Fhqs8UfOsSyy6hYZQpaqU/QEYhSFV0q6SCa1YO8dRJIAQi10nlzb2cnyJvnTj7lXgxEaVOFDoiVNRgf6nBsnkv9I6mZNwmt/64s58g+b7bDV46p1vd3X2hmVJCx9/Lo2Tg1vmg4VHGvNI+7Zvt9pS/S2Boo6ns07czXbPzV9DH3KK/hpkjm4p9cxT47v43pqTVceeVV7LXXXtwdrd1uU1XVLX4upcRxxx3HrrvuysEHH8wzn/lMrrnmGrbffvvbv1GT4HOL2WTbfWITu4121VVXsdvuu7F6TZfv/fSt3Pe+e6JOGZQlCANtjHIlb+W1yNvL4nyRoeYlbJMBPfaY62BbyB0EU9axSkA7bu+XjtQ1ScdMZWPBQ0mggyHQDagEDuoR08G2R3hJgZBVauyBH/x1xAAvptOeP2Oo9BJTtckAktIfy6ZTLx4siyvfiGTgSkVQA0slWq4zbnyhgS6Iw6+k7f+3PjW1i4VJSxKAVShTiDixt/YpUkWgICogBjQyloG2t9c04y2o7QAd8nZ3VumBNiKFj3nuQx7zFgVxM74obBNZWtjWe+FhUGh8IaX5wsfRznXZRhGENkGinSvuVw2GFSKi0kKkS5YRlVAYd6esQbQN2qeshqgsk8qASgst56z8IBnJPHRABNE2IuPzpo3QQlzuNIhxoRY+z0zHXKxdkstFSpIMHG5jHLHi2+4wQGh5NXG3HvvClaZyUGik9AbsMvCR1uOTKcisbRnclXl2M4CoRdZ1L+pgN/j4t73dXS+FaJNq5a0MF2v59cwX6sCyLJ2b500DaCqxbLCtYeqij5LkKl75J0heTzfcUPGkh76bBz7oQfzH98/6vSGRvz3t5S9/OZ/4xCeoqoqDDz74Zj93ww038IY3vIEvfOELjEYj9t9/f0477TR22223O7G1E7uzbBJ8Tmxit9He9a53MT3d5kdXvI8i2LZcqOlo8rZdrrRs+/EhGclsD/wpsu5zwYxvG5qEZA5kjf9wnlwfZ9ew4DKTt1vmbOAPwxbqlDYgRoBOCRpRGdAow4BxJ2ZOxY4/VKfIkpz2EJ/CeBPbmLRg1obveKBWev5n5NcsPWgwaqSavF4HUBPJD1AtPXjxWlaXBxUCSNt0tcUe4Umz6k6LKENUTAHH2tJ1TNIAkY5xb2pEZJoUTHFJJPtCybyQJgW5iuQ1gFkq1YKnORIL3pdQ+8L0vYdkne+VvuhbW8Z8Ybmvvv/QSB54TqFqpOaZukqka5+XkQfjHf+RYrWMqn0P/TuojDxggihxzOcRZBtiWVFU87S1y7Bd+hjOkUJEUiSElvnCGRBykGh69KbBbmpOI0RMNjL3IfcZOnZ/BmgwtSLL+uW56H5hgNIhS2taMDft49ZC6LgPxX2x4OPZjK24DK21L/uiQ0Mu3/Hc4pCsjmXttR8GFjgbgKpRQPL55PXU+A9Dq83urliruAxtqNfwiBxwQsLkUU3dyeidTMzAeG6HVBU86o+OZN0229xtA89jjz2Wj370o3z84x/n+c9/PmVZct111/Gzn/2MSy65hJ/97Gecd955nHnmmVx11VWsW7eOww47jLe85S23mTD+t7JJFnKL2ST4nNjEbqOdfPKXeeyTHkgIFgiIBxO5hs+Ue4Ye2FjmMLq0oNYP1haGKM4KQUatlNWC7AGHP/gziXeWoBQPULpkCcvMy6kkglqAltSkNCOCaiLIdJ19tYAhZ2ONTL6hFLL6OjxDZ9m7lre15UHZomes2h5kmnxkQyIvGOF4iTioJMiU6a6ro9Nl5OORM12WiWo2aLv1eGWAVQ6+NAO5xAjCQ5j2AGoGkSlUMsDLQDWWUWvdrC9yu62IYXO+KC27qh2QAk2mFpRCJurpbN4XroeelZpUHX1OhyS5HRl4Iyt8kXd9NUz5dnxvzBeJIC2ijkyVqZgiqDKUlmUoNYFUIB2SuGqRgGiF6oCC0jTtaRnPqGbke6f2hQVz2Jg7SCrkfrh+urrAQXB6ouhzpJ43WnjJxfi6KMhSnOYTyBnHcV9kWc6cXV7hC8SDyOChfR5HxjKn+fFWbMYXUrdV6oC/8UVDz7VyXeR1nv8NzloQ6nZT9+EJ+x5Fb6ni4gsvuFsGngCvfe1rUVXe8IY38IpXvILRaMSOO+7IlVdeSbvdZmpqim222YYDDjiAl7zkJTz4wQ/e0k2e2J1kk+BzYhO7jdbr99huh1U0FEXjdC3U/8/W1AVCrhsTzxk2xzNFzebIWZpqOa+eRG9yvLlOQ4vkG+MiREL9+Vw3l2ElN67SHG9rbmND2rSyxtFejbcntzGMvTdWoyqCSOFtbmotlZyfdCogv554BnRlW5s2B6yOEVEsU9fyK28+qXFzvsjn3KwvVCGNCCqQAzSNVosov9kXuT8BsWA5c0ZqzvDm9q70BSFAsJIMJCtArfQF4i2XQFJBQ8czyz1UjQEBEaOpIge/2TeJIg2RlEASyAAJU6gYA6YFaImV89v6GElet1vZdr2Y/GYI2eeJhv9zrJ52zGTFkZv6Ip87/tmmInblfLzxumjuefO+CIyP+fi6aPyZbXxd5FpQ5wFY4bdMM/W0R/89/33epVx66aXMzc1xd7WTTjqJH/zgB9zznvdkt912Y4899mDbbbdlq6222tJNM5tkPreYTYLPiU3sNtrOO+/CBedd6eAK9e07y+g0UoOZiN2WWKy5EzP/om+fMvDHV9aCtmxgxDNGNUI+U8/YdnL0zJ+qelapxOpHh16XlzM4FSr5uuKZH/u8wYpG/kgeYhnC5Nk78etZe4xKfkiGdFjWKmtdj/x15dmhClUhydCDw6y1ntHUVhub9bNRyxRFr3VUKqIach5GIDY249Q9tgWaEf2WkUpjbVXNWvIdkmzOF1L7At+CzZWxm/fFyI47CCmKEkLyTVf3BVmfvPFFpm4qauT+CBPtrMZ8YfNGvfwgZl9I4Vm9eLO+aOaTgaFqP+sIiSYNmSSRPOhPUqHiYB3FyPiTQpwHlkgtU22K0tAEoTlr52UHCujQM5p9AqXJVUqst9VrX4jVQN90XQTvQ84039QX5m+jFrN8eOMLu16nnhfj68Iy73lsQz2m477I6PocOH7w3V/nxOP+k/+67AN1Wxn3xdi6SE7p1WRQV/riH474PGd97yLa7RaPf/zj+fd//3fuda97/c7fO7+PduCBB3LggQeuOLawsLCFWjOxu5LdPfcCJjax39I+/dnjuPiiS9i0YZnEMia11wb62PZbcOoeJTEgskzWbY9sqoMOOz7wgHWBzPWZWMQemD3UP4NGki4Q1LS2hR6lmvRhYoGgVmuoLFNSkli0dknLaz0HFLTss77VbrQyfUw5Zt4Dgj5WMycklrA6PAGncbLALFMdJe9/zwPJJTLdTaULKMverkyHY5KcudTAKJUGft9N9q/2QY0mqaBAWUBoodrD5A9z3xYpKIEeya+RWPS2DjA5zR7GuLnxN/jCygSSLhPUtvUji+6LfJ3six4ibaP30XkKAlGGiPQoKKjymPvnoee+yBKO+XoDAx/JogN7+vV5NoaLPiY9Ms/oSl/0vQ+Fj/8AoxRa9PkkJFkkytCQ7WykZAS6gLII9EAjUecJUpBCJBaRUWua1Frjc8FqPWHZyzYWURax8ohlRBcoSYR4jUl8MvRgdYhoGGvrwOfZ0NfFSl/U84lF98WARM/H0PoJkYp5Ej2e8+R/5MDHHlXPW2uXjd1FF17G9vI8vn/aJSTm/cdIv54Lha+zxhc9jAN0uR5za1vP27pwM75Y8CBz6JRO2Rc2b75/+gW8750n89GPH8tll/0P3W6X3XffnXPOOefO+YKa2K23LYV0n2RbgUnmc2ITu1X26c8ex2GHvokbrt/AAX+xN+//+Mv8cTWgYBqrMTNUeknhD7Fpz+JMA5B1oQ2QMPDjWd99lecaBwRcK16XCboKWCLrZNtneljt2zyBaYQpz7pl4IViaPeuZwVbNFuUWT/bgD6WBawIzNDUtXVBS1T9+lKgUtl9tASGlMyQdGTnSUlSq0M0XfUlTA+85ePQwbKePYTuin7mLcxC2+APegPbGALZxlbI9a45RGh0sg0MgmeJDbw1RGTKkeLtm/jCMmwDSqZQD5KCj2HFvANJemRNewWXnCyQMCJoF2EVhQdJlsVeIDBttZz0MZYAy+mJI95zts4CuykKZjygMbR/cDLywAwGipryvpUeiE+D+8r6m4nUux7gmdZ5RaSQaaQA1SXQ2Tq4FWYQXaLQKQhTDu4aWD0uyxRaEqTRchdalAJoMN9qhYQWkgaUaRl0GQnrqAqxeUMCHRBkBqmzmFNWc6zmB6TwDOQUiRboMiWrfE7M0NSbJh+vZQqm+esXPY7nPf0Yrvr5Mut32Zowph9/4id/wE47r+NP/2xvYAlxJLz1oU3w2tSCGcB4RHMNcM7WWt57msxJYHNxc75Y9DU38vfz98Aq3vDiL/Cnj3okL37hKwB429vexrOe9Sx23XXX2/kbaWK3i00CwS1mk+BzYhP7DfbZz36Wvz309dxw/UaectC+HPOxFzM71yajlU0lJ2tA23Zrpk0ywFFJA0DJYAXIgAp8q7GpkfTPqP0vI+cbeqTgIU3WWS9cnceqIiHrV4/ryWdlpAwEysFogSkZWVsyn6WoEFJCdECRlCRd0weXRFIoJGBa14qI+Bf4mH52rV9ejPXNQrGsva1Ev4aAFogmRG1rPmiuYyxRzfWhDd0NTuDOCl7KfDx4XzLau/BRbHzRgFFcZUcav+RxSLV/sl65IFJC6KI645rmmb1AvB3B75VpszI/az5WeoCfKw4zbZHBZEINuinH+qRkXXm7Zj7X8NYZDAMFaAap+WdEMfaAPKfadTtBCElJITjK3vsp+T5NP6zm1Od4rQ9fIKENOnAqrVpryudl1j5vxjwXNajTbYk2Nb3U41GOzeHC57+Nyf5PegjbbDfHCZ8+k8OOPNDfbzEaRf71n3/A37zizwmh4Ig3fpl//+r/46pfXs+226/hac96GH975JNod1p1Pz/4rq/w8Q+cyvLygAMOfBDr73mPsfWnvOI5H2dxcYl//sphtS/+/u9O5NSvn8t3fvRmfnbZtey7x99u9jvjzO+eXb8+66yzmJ6evlvXfU5sYpuzybb7xCa2GTv55JPZdrt1vPCFf8N+j7kPF91wDJ848ZXMzrXrbF1D2G6WCbazGou9NiqYXA9oD9pMZj0OU4h18Kj1tTNIx2r1DHFsW9imJ16iEmkQullF28nVydjxof+bqWJSTfTekGr7/VUhVYQ0pBhtoj28gvbwCjr9qymHGymqjRTVIkGHCBVJm741e0oBI0LH+xDB+TGp72fnKNGAOykhaQDq/cNrL0VJEsfOWTmyTd3t6Ka+UDVqIW3Q5JlqakVNLIy9lyFJWbVJ0fozCfWt6hW+wKpmc9CWqYU254sGupK97PKWdRsMM27/r2r/geAy6q6kpDZW6qOiQBohTsRubcvykJZ/VTEpTA0lKSgavA8pgiZQy8JaK3P7s+lYqyti0WLYmmbUWksVZkihRQw2V83v48Tyaj+QpCSJolKR3FdJG5J5O2vo51Rjd/Wsdhl41vMeyRc+8z1iasbt1K+dy/XXLfDsF+wHJObmuhz7mZfygwvfz7s+9Nd88XPf5x/f/U1wdakvnvA9/s/bv8zh73wW3z73SHbedR0f+8A3x9Zu9hX1Cm1qUg3Mt8u9tuPHV7+fC67+OP/v6o/x/YuOpigCO+64Azut36Xuz9FHH01RFNz73vcmpfHxnNhdwibb7lvMJsHnxCY2ZlVV8bRn/DlPf/rT2feR9+biGz7GR098EXNzc5gMpHitWJ/8YLJ6QyMWzxKT9sgdeLbN6iYt8DQYh21Fmx611aFVZIoXMPSwZShNGtC2nvse2jW0LvgWf5PhXK7Pq6lhFFJaQpJA6pF0aKhtNWlB0ZKkS6DRPu+KQELX6vvSouXe0rWUaZky9pG0CUmWI5TUr3N+Vu+Ys7BD3xZP3vacATMaIxuLPkiHGCrLJkqXvOWa+2aZsBaRHjjmPbKI0Q7lcfHsJEOMZBxgmYy8tlIEowAKY+Pf+KKP1O0y7XoLgoy31c7NHK6NL3LdInXfKu8ztS9wGdRMXp6phKwGM1M6mZ/F6xDzXIGB/dZQUO1bVlgVYUBQRVKFxh4W8Nu1Ax0M/Z95SSsykX6efyazabRDgWDqUBoJSaCaR+KIIiopboQYkTgkVRsIUUBNQhMp0RBQqQgpEJKXU2gb1WXQSFHTLlWItJ3PVAnSQUNFCGplHb5urN99n002dlZ3ab54zgv/jCt+cT3f/fb59bh97pPf4dH778WOO61FWeYNRzyVfR6+Mzvtspb9n/RgXv2mJ/NvJ55FlnL92Ae+yV/9zaP46xc/it3uvS1vOOKp7PXgnQButIZX0ktR7yxAKEZsv/1att9+lm226XLEa79AjInvnP7vK75Put0ul19+Oddccw0ve9nLbvkLaGJ3rk2Czy1mk+BzYhNzu+CCC9huu2359mnf5UvffjOf+tdXMTvXIfrDqMmKZHS4bV3nrIjlHUdklSMLoILnSyrGZQElZ5Do+zWbvF3OhomUJMmhZ86+iKOll2gIbHKGzDgsc3Yx6pKV4KWEpmVCGkFaIsTRWNbTsqEpZ/cEYhgSi5JRe2uWpnai19mJfms7huUsVTlHFVaTtA9qco6qA9cmzxQ7uczASexzNjVGNC1Y5g414nCJaCiIQUhFhxg6lieV4Yoxt1yUHcsI95W+sBrFRrw0kdKAnGkGR3drJGp/M76INoJaWBCu477IWdYeqQ6ysy+UVG//RyK9m/iiYQ8I9RxpMq8eDuoyaDXmCzUmA6d3klQg1bUU1TyShqQ0IKQBZRoQ1EAvKoHk8pv5ugLepiwokGdbQc48G7F8QuMmiqoHHhQnxIn7EyENCboJSSPQiOrQMqU6JFQb6fSvoqg2kVI/j349D21s+2MBdc7rj3zel2zOFyaC0EfJ/Rmx6x7bse//tycnfuo/UALXXHUd//fUH3Pwix5d++IrXziHJz3iaO63/SHsvOqFvP2NJ3DFL26ofXHJhVex98P2IOvOg/CQh+3S+KL+YSdEljAwVJbTzLsJuRwiccQb/4WLf3IFAHvsft+bfK+sXbuWt7/97Xzuc5/b3NfOxCZ2t7RJ8DmxiQFXXHEF++yzD7vsvhUXXPsu9nvMvceyUZU/kAzlqpl2xzM6OWupnm1Upx9qHrBGC2SvKxKRrLpi17PzotMq5WOsuF6FOrKZHDRoJOnQt74bmiM7ljNsfYQ+gQG4MoxSWdAnFUZllP8f/b4jD0IDVeiYTnjRJoaW0fYUBUk6JBEyXZM6fVDyPti/XhOrQ9BlVJcwcngLSKQehyFJRiRRLy9Q7+P4X2/rb/CFepCQ8mupUK1s7LTCFH2qzfhi6BngAegATctEHZJ0hOqwvnemvBr3hdQ+GtXXqn2hua2jseMVOROp9bVymyLoyLfVbVzQZdAlgvYo0jKSlgm6SNB5iriBlBZ8vL2/MvL7jWpfqG8353ma+5sYGT1TSBACKQSqIlBJaeT5IdkPhABV0aIqusRCnMzf5hIM0NCmKjqkENxHccW8pZ4jeV1EH6+R+7lifF2ksTmeFanG18VzXrQf3/rKf3PDDRs48TNnsmbtNH/+lD9CqPjP71/Eyw/+OI954n353Ndex+nnH8Wh73g6o2Gsrws5gMxlE/mHInVbQgDVhNbzqqIaDcmlHnm+//MnT+eET36PI/7hLwgh3CyZ/EknncT69et/ty+pid2tTEQKETlfRL6+pdtyR9gk+JzY3d4WFxfZa68HcM9d1/L1sw6l2532bIvXyjmAI4NLcrbGXmcAiWW2xM/JWZ78OeMvhLwlL74dn/khG/3ofG1gDLhkn2mDBiSpcYKrUqgBdOoaUa2rLjEQirNASocobRLTJClR2l6bZ+1tiMdzjSBeUxrQIBAElTaoUo56lGne0eRgoJYAkvudwSaGRLdawzYpTKEyRQbKgOGPs8ShSsDkGzP4JKOLLXtsY5jBVyt9kev/7L4OqvEAWcbGXDfji7ytT4oUox7t0UZasWfVB7UvxNua/585STPYSBwwZOh4c0fCKDVzXWPhfSk8d5YBNQYCg8KBTBgAC9MkV0qqMM2gvR2j1jpGMoOmFilhW+9aUIO36nHL4DT1a+cxpZ5TzXg4oCi00VBC0fGsdPAa1wChJDl4yfzUJmHcqVE6VK21xDBlc6Fugda+uOm6kBVr6Ca+8Kx+bmeoPw8H/MU+dLotvvS5/+LET32fg577cFqtNorwX//xv6zfeS2vfcsBPHCf3dh1j/X88ufX1ddSCva47z049z8vq/uvBM77z/+FumUFW28zy6+unl+xLi740ZX1awXOPvMy3vzK4/nov7yEubkuIhBjztQ39vWvf53zzjuPr33tazd5b2Jb2O7a2+6vAS78nfp3F7ZJ8Dmxu7V9+vh/Yttt19GdLjn9/HcSQqJkzgMJpaCkxRxCpMVWBH8QlqwBQKhoscYfqwUFq/11h6wxbeRLc/XxgixhaMet7q9DQdcfhavIdDNGL9Sl0EArzVDERKFDurGkPfo1reE8ndimSIJooGQrf+gLLdYioU0IUxRhWyhKQrkVUnSRoAQK70ekZLXXNQoFq71WdUDJKj8eKMIatFiFhkQIa0nlNGQqqCcAACAASURBVBqmKGQOlQKRgoJpgtPYGGWRINIlhDUQlFJWEySj/AsCc0DlYx4QSQQpKFmFkGixxms4g79Ofnwrgo949kXBDEafkwiUFJJ90bVaUlFE2gQxfwamKOh4n+cQmbJt67DKNddLCsm+wH1Y+T3nMC34/Nq2b20cA0FKWrqaIvUodbZuV0HpfU20WO2BFRSy2oP3kflQWvZe2ApCFwkVRZhFixZSTiPte6DFGvtcMY3VV5QUzGK6O233hVIyS0aiG+3QlIfgq+vaWyiMHkmg5X0wLPma+lnZkrUEsZrnlqxBRClkFUVoQRBCKCnE5pOtgza5jjbUYzft6wIKZrGAuHJflD7fZz0ADb4WRr5WVgGBqakpnvFXD+O9bz+Zn//Pr3nuC5/gIXSLPe69M1f+4ga+euIF/O//XMcnP/QtvnrSD32tRtpsxUtf8wRO/NT3+Pwnz+PyS37F+9/5NX587i+9TbaG93vM/fjvc37Ov372x/zssuv44Lu+znln/wwLYdtce9USL3jGB3nxqx/Pgx5yX+73gO2QAO846gh6vR4nnHACRx11FCeccAJXXGFb8kceeSRXXXXVHfAtNrHfyrZU4Hkrgk8RWQ88CTjud+/oXdMmwefE7pZ2zTXX8KAH/xEvesGrOOi5D+dHvziWdrvjD71IzqYZAMS0ozMNToOEtQekqlh9ngqo0nBtFv5ZO6cJKHOmLqviZHoaow1Sck1equ8nlIhWBB1RjBYohzfQqm6gTIuE1LcMG1misPS2idcAtkCC9y2N9a1Fg4BvqKIy2Ef9Qau0rfZUQKXNqLWaYWudZ0Y7JKG+X86aSt33XAOa9dlzfWTCgFGZMirWY43XjIoHhs14CdAmg6vUs4eAfzaDlBK5TlCkYwAXB/vY+7Hufx5fA+GUVGWXWK6jCm1E2nVm0PKqOYPZUGTlrHVuJ+Ray8Iyg9J2n2d/5naUaD2fMueBZyKlQFVNuhNHkIMDbPLcUFRapNC1MZFUH4dM8VT4PM3vNfW4UoOiGl+MHzdfjFNA5SzlOH1UB1NfavkYet+kIEjbst3uiyxeCa16XViuvvD7tnwU8rwp6vbZastZWmvrc170aDZuWGafh+/Bve+7o1+t5ElPfygvfd1jefOrP8ujH3g4/3HGhRx25EHeJ8tWH3Twn/K6v3sK7zz8RB774CO57KJreMlrnuC+Mx/u/6SH8Nq3PJGjDjuJxz3kCK6+ciPPe+lja/9e+tNfcf11Cxz7nq9x/x0P4Y93eQvVKPGOI9/Nrrvei+OPP57BYMDxxx/PO97xDg455BC++93vsn79evbee2/6/T4Tu1vbOhE5Z+zvS270/geAQ6F+2PzBmajqLX9qYlvERETH/bOwsMDs7OwWbNGWsdu733/31rfw7ne9m3vusi0nfOMwdt9zHSYJWKEsI0wR6JBJ202lJXoWxkA6JhVoikCFZiLqrm3jiSkCBWZIRAosM2V/5jFC88ozOVAxT0N4PSAwixBYWFhmZlUAXaBIHdppQIhLhLSBEEckXaRq70zV3t62RBnaNil9grSoidW1BSiVLGMb7DMedLax2sU+Rq5djvWtwhSRZrDtyoqgXRsjWSQw5W2dQxwkY5+3cct9SI4Et+/QHsGzXamWQYxj92+hDOgttOnMLmAMAkYKvjlfqJOzWx2e+4JZjLR9ys8bjPkik9BHb2vXPzPmC50nI94Ds2Sp0opFD/6MfD54MJRqdH8foevBuhH7J7X5FGgRJJPctx0ANKwzedkXSwsjpmaXjcQ+9pCwyvwpsfaFnTdr5RQ6JLFAIVNEKveFULFAEPP55nxhqkBTdQYy+0JZJIsT2Ha0kczHms1hxv3Q9jG/qS+sZnMRI9wval/YmM9T0CX/ACiYJlGxtLDMzKz5Prd1fF2YL1ZtZt40vrCxbRHrNXwjX7DkPwhnyLKwN/ZFForIpPF5XqpnyXO95419YRCpBXpLkd3mXspOO92Tn//85/X3zcknn8whhxzC5ZdfzkUXXcT+++9PWZace+653OMe97jdvtd+X+zOfI6JCKq62Vzj3ruJnvOuO6UZNzF5Fueq6t6bfU/kAOCJqvpyEXkU8EZVPeBObeCdYJPM58TuNnb+j85l/fr1/MM//ANveddT+OFl72OPPe/hmTADZpgiCtS8l76dmvwhZZJ9lR/PgAh7HRmiEp2SKfNbjgMqFjHwhQGVmnNNh9ykEjPXpHMvpiGShki8ljC6njC8hlBtpJIOg842jMpZCxS0R42S9jA3AyWszRYUWF1g9Gxc7tvA//a8rcbL2YBiDPGsNVAm1p9Rl0/MUojW9gaElWmW1OmGmnHJQJQhmTnAQBwNS4CN4xCTWow03JGZCzOjoW1sLWiIY22sxnwxGus3Y+3qr/CjSgQBFbVztfK+NX5GK5JWHnhGb1GeE7kfA0QiSXqoZIqlfP9Qzyd1hL6QfIxHDo4akbTv7W7GvQm0R0Tpg+QcYkQl1f1P2kN1ULcr+67hol0ig3xw+ivbmM7o7kHti7rfNdDG788y9gjJY54BPEP/TKzHVvwaNs/6Y/ND6/Ob+RR9fJr5lAE+6m1bOUcTiUik7/Mpr+E812w+JZd6jb6Gm+vHsXsM/LqJzCJhAK48z5b9yvkz0fuQ+ObJZ/Mn++3BL37xC0499dT6e+epT30qe+21F1/+8pd54AMfyOWXX04Igf33358bbrjhVnxzTexuZo8AniIiPwc+DzxGRP7gqBImwafbjZFlInKmiPzI/14lIl+5mfO+JSIbb4xIE5H7i8hZIvJZMQkaROQzInKliHT8/+t8gk3sDrCYIsf/y8d5ytOeyA47bM9DHrwPO+4yzY+uOZJD/vbxVGz6/9k783hbquLef2t17+FM9zKpCAgyKjihKIpKYqJiMIqKOGNejC8OUTRxiFNeNE5xQAOJxiGJxscjDjFGEKLEJCqOMWCEGGNUVBBBES/33jPv3d31/qiqXr3PORfQMOpZfA73nN69u9eqX61e1bWqfkXDEqJjal3FarKXVFxD3daVXqBhJ0pBxTW+kELNPJUbR7UsWPKOVNRsJ+h/anb64r1EzU7fNFx1g8j4QXMt7VUqljDvjtVGRxoamacWRZpVeosXU9TbaVKPca9hlAZUMmLEdt8SFyq20YgZXTXzADTUjNkGDBgz7/evaVhqx2x9DcL2RazeNlRcA079VLMDq//eULGDIGav2UEiyHG2uzFgde+tVVTMo36fMCyUZcbsAAr/nhkl+bsFFdtaQ7linqgnX7uxiY/NknhW/LhdO7CoddmoobxfhkXhvwdN0043znG9qNws2oG2BttOaje6aq4haJhqfuJmiMktDBfrV4+K7X58TM0iFTsci22Yt62hVqsNr6rUsoM69dBkela78W0YBUVX6JP1V0VR5q1mPAKMJvTJDK8GWKFikYZExXZosZinZgklTcjcvrtK5TKPl64x1/i1FzoyX/U5Yt7S2g1J9dr0NoeWiIIEpocLrjc7yFwFOzAO3MCi8ReoneBnj9lGQ0PFIjWLxIuSjanE6sEvApX3xfTPxjb2Obzgetkw5up2bDXbMY/o2GUufp2d3sNx5/clrJZ84ruX/JCjjz2Q+z7gzrz85S+feBYdddRRfOc73wFgdnaWb3/724gIv/3bv/0zP9822w3QboExn6r6MlXdT1XvCDwR+BdVPfmGGfAtp20an7lNZJap6rGqeqSqHgl8EfjILr73ZuCpGxx/AXACcAFwXOd4DfzWDdLjzXat7aMfO4P/dfIz+e9vXsTDHn0E5335tZz9uT9gjz12ty1XTdD0QIeIJtDS63YPgCEwROhTY/XQLWayDwxoqBGmwGs/W9ybxd/ZuSXCwLfr7Dr2d/wMfYuvwGIfLeHIiMAL1BNDSDMgfUi7UQ33Y3VwMKu9/amktC1HmaZQQbSHZYr3/PpT7tXqgwxA+kR5RxvDFJFJbduoPcTjOwGEGUpm/DOLfxQZWs10T2CxbPw+0o7PYigtYWSIPV4GLpOBJ/eUfu60j3Hg298mV6tfblvaWUZDYOBepmnEt9Dzd/qOTfRnKmOhfd+67SFM+XiKCSwmj037sR5JBp541Cey2AvmPERggDBE6SP0KZjyrdjGx5yxsDjPAeg0aJ9GE6Il0vRBe6BRcGBofZcekoaoDBAxLEtPTJOQnwz9p0eSoYeEmMxFhsAUhfR9C73oyDZjYeMeOhYDcD3HMVcG1IwQpoka54GF+LjVZd6dL6YHvQ4Wpuep1e84x+rBm8x7pFY3+t4HY3somHV5D9rPUovVlL8QZixM5qWPacrnq3SwtjHaHJ7pXLfn3+l5WMIsOe46rj3EEqhinocMBhx48O35jwsu58CD92V+fn7iWXThhRdO1HcfDoc885nP5Nxzz92sfHRztlug8fmL0jaNT649s0xE5oBfBTb0fKrqPwPzG3xk2SOxb5vbacDviUi5wXc22w3YFhdWKYrE579+Km/689/iqHsf6gtHYZnhmigVek1DoVBo1KcuKSjsPPoUniRhGdyF/z7wv8PYKz0n2+utU1DQ9/uVncW1bK+Vv+9VZoja3j1KN3iSJzpRTLM8fRjjwb5U5W405R5oOQsMELWM6agmn7TsGLnd+5Xez4GPo0dqx1sS2ds2ZqM4Kjp9z9cqSH5OHJ8cVx5fPj/OKdd818acJq7Vb8c9iUXIrDuGws8t/Zr9SSyktCx86d67vyEWk30oOvfvdbAoSVKQpCuPsjOGPkkLkor/myi0oNSem1IlZSMUjVJqQ6FRQd0MXpFJLOIahsVgHRaWfDUp8+ijuHyKVs82wmJSbmuxMEM1ZJJlnmUT5+Q+5OPd6/c68yL60PP7Fo75Rlj0iJemSSzy30X73YyFfRbzr985p2zvn/ud71W4vLrXyPPC7ms58QMm53DBr594b75+8eV88xuXTxiUZ511FhdffDEnnnjixPPp5JNPpmmaTfL5zbbLpqqf/nmM94RMWveL3iKzbKMo6McA/6yqO3/Ka54OnAt8C3hn5/hlwOcwb+km8duN0FZWVjj0sAO5/PIfcrd7HExkkGfCbRCtkLpCWbbFTay6jMW/2SavbYdHfWzL/G3aGK84FpVw4ryIgUvuER0ScYHSxpDFt+r2ClFAM/g6LUEjsodhXIRHyLyvjdQktfcbScZnGeUfc6xb1I+3OEPrTyISK6zyTvwt3ovSxx/91M73/EhjcXDKFKRORSFqYis4qpTnuDg8trEr29yfqOxjx5uOHKNCkGXQ05HzeiyKdmzqGGQ8a2w72rBI5Io1NbVLyj7ZCIvMURmjSORYSPF4TQtEQBXRVRINIqugCqygMnCMQJolRGsoxp4RX6BRvL3FIteJz2OMqkHdSjtRA2tjLOJ6OdMel/UkFpmhwLAwT2vR3mNjLIwqSSfmSuh1xiLrl3rfon59TYRvbIRFRDCb0RdYxFxtPAgmOTZRASv0qabLcmAE84XfP7WyFJ/b5tkNVoamlbf42HJMcePXDv22ng2GJS/4wxN4ybPP4C53uQuveMUruPDCC7n44os566yzGA4twa3bmqZhjz32WHd8s222n/f2C298embZVap6oWeWrW1P4mfg2lLVfwfuu4uPXw+cjRmn19q62zeLi4vXcubPb7s+466qije96U2c/9lP8YPLr2Rubo6vfu+VbN29z9I8CEMaRqAF6BToEoWa96WhJkmfWkqatIxtq0YWckGDUQEVzLRmbGIaS7gYk9rtOdyoWyVI0aO+uTD0+MKEeJa5ZYYnLNax7+bFCMvwblhaXEHpAbhHqk9UfLHtzxGiJYXOWGUcQNMsDcvOEzlEvdwnTHtM44BEQc2qezcHWDa4jdmMi57fYwXbqjVDMDGk8QpA5slaAZlGUndsZTs2k8UIbSmNRti2rtXMNvkkP3/GDdMxo8Uw4o27M4xpaWVuWGSDMo4HqfkqEfZg9eB7PibDwvBcxbaPrcylZV7XLRa48Wbb1g01q+Ts6aI9rgjoDOgCouYRV10k+fZ7zbLLQqjF6s6jpZ0ve9KkPrWsUkif1YUR6Igk05ZshiBM0ciIyKa3rPKB65NlfttLyQp4CEPFIrZ93bRYhMyzPoFtWXdrzZs0krMzmMxnPdYzuf5Xfs+QubiBN/Z/h9TM+zVSi0XE5CYPDVAaCobUjFlZHNG0VFlCwdCxGLnxanojnk1vhuQUlo1fECwJZijPYNnu01id9ih3W2JsB9NEAlrMVahcn6J4apTUHbmOWMa8ULrMy/aeyUMsGpZ462s+wUc/8K88/em/xTHH3J/vfe97PO5xj+OMM85gOByu24r/0pe+xD777MOxxx677rOf53aLWsc2t8BvtvYLb3ySM8sejrmptojI/1PVk0VkT+BozPt5gzVV/baIfBV4/HWdu5aS4heRagmufdzbtm3j0EMPZmV1heMefhTPeOHjeMgjD6FXTqMsUzIFnp5gFWdiYRuSpE/jC5eVd6wxkvTCPS7JfR4NRev9aUhEjrIdD0L47KuqKFpjxahp7CpjkvNrBtVP3S5u+PG4T830nCWPmMERXpYKfDFN9CjrVWjGNKmhSYlGzJtTtH0t2m8JYzc6wwtpGeYFUYc+PGC4cZfrygs9tBFUx7RUVDLj3s+CmhGFHy+YIrymxrlpC75hIe61DI7NiqI1emsSffpzDRZKYB7MkHkXi/DaMYGFrMFCvF/h3TOD32iigmopyzywUFYpGRD8otFfHLeMxRjRRKNjCi2sv82IpJ71Lkvm5ZM5GqkptEbreStlWgoi5tkTURoVhnM1hTSo1iT1saXAoo9Repk+T45jhLR6bh5IG39gIS0WyipG9j45NvMIFgSzZnjMKzIW1o/StSOwENdF08msN9pioX6OGe46gQWMnGopXk7WYmF6k1kLTE8yFrmvlptfkahJrfczUXsmfuh5zIvGx190+hp+WDseBmyPvD8xbr3FEXN64oPfwJfO/xbv+7/v48lPesp1Ps+WlpZ45StfydTUFFu3br3O83/e2i1iHfs5iL/0kMEnAscC+wDLwNcwx9bHVfUWG1D8C298qurLgJcBdDi1IrPsccA5qnpjMAK/juvh+dxs196qquLII+/O1GzioivfxqA/wDbBFlCs7nnjXjnzHhU0CWq1Io+agkImEbW5gzDdeBQVlag3nb2TtuxajfCoO22+ukTtx2uv111oZJEH5ZBvD0tQ06yGD82NYssGRldRLaxmNytu2Kkby761qiNUG4QRNEbw3TAmSfL+rRLbtE3rKSrd4DJjWBlR00OoOx6sqFdeIk6LkyggNV433pbnpMukukRlBCzTiPGcCqvgxpG4YaNeTzy8nUGjU7uHy9aBVRo3lMzEznyVDQNynXfjNQXc6FjpYDFuDe51WHiGeugEGjIfYjXlR61RWbPiBl/d9jfqkQdtuuoKaGG0Rmok+qnZTmoq0AqVFZriNiRdpGAZoU8tUAkkRojWHkJhRrPK2AwlqbCSmQWZBqwk+E5je9mOF27Am94EXZBtdJvHNMvc+GyNO9Okl8dWESUxg5lB3OCr2+11o4aK65kexEuWvbw0rXcw9My26M3zKf7qMHZ9bnwM6niavpgBGvNs7IZr431tHMOMRcPI50TGCILn1TQh5na85Kl/z649aucEbmDauI3qKsrA2pi7WAz47iU/5HP/8g3+8Z8+zkMf/GvX+cy67LLLuOc978l+++3HZz7zmes8f7Ntto2aiLwX2Bc4B3gjcBXmQDsM+DXgFSLyUlU9/+br5a7bL7zxeR3ticAbugdE5N7As1T1f/vfnwXuDMyKyOXA01X1vHVXWtNU9T9F5CvAvW74bv/itE+cdy7f//4PuOB7r6bfL3wBS17jfIzoCBiBJKBHJcb3KMm2+cywUMSNsBxvZ7yIsYgBGM1QXlSDe1A8jk/bBTRiBIML1A0tUdBkRp4YZYxtz09hlDexzVu53yri4sQXVjMuBHEuyAq0oBaAAYhSS/BZmulmYQNVZzzBOWnxbTbahL0w98lb7jX20jxCxTLPG5dFI+GzTKjW0Cy5SbGEpESVQM3FjIU1GM1RjsUMvs4RtF6kGGvEOBrRURjMEVuYOTxNFupGfdN+P8Y/Jsdkdvk/I5Yxtm3Ft07H5EjDingVqFl1o0rMg+k6Y+a8bVI3UoEqyiqpGVPUKyRdphz/iJKaplh27yDUxW70qZCkVGkAMkS0RCX0TN2oSajEi466V7fye5rOhm4kl4l55KzuOqxipOpDItYyDL3MbRkvAnEccMM8qhhl3tfwnYfZveLyFYKLtGnjeHsoy6aT7VxS9xLavBEvMatuMIr3Vt3ohCgSGzylMdd6bkRGTGaFBbwUbjBGWEBXj2Ke4cajJSVlrk8zmBNRNStk1JBjU4Pvs/aA7bH3Ycx+B2xlz9vMcdxDjqff77H7Hrux1232YL99b88dD7oDdzn8ntzzyPuwvDrPme9/L2e+7yPMzEzzghc9j3e/96384PtXcsUVP+THP/oJ27fPs3W3OQ488A78+sNP4rEnPpbp6Wk2243Ubt2ez7eo6tc2OP414CMi0gf2v4n7dL3bZoWjW3DbrHBk7drG3TQN++y7Nwcdticf+8yriG1u1TGNbqPQKUQKGhIpTVEzpvEKL1HWL6obNcxTMOVemTlQaFimkYjPjGoxxhEZizpYPW4zXpYtrpRlM89kC0lt6zdJj5pFLGt22C6O5hlc8uV32sdQsjRfMJwz3sLCqyIJQ1QbGt2G0QFZfJyIxenV7HSDw7Zek8e4GS9kH9xbE0Zuw7IbnCsYXU9hi7tCeGsLmcJiJaPK0CpWxWYLiR40S6QmgS5RpyVItwOxp3pUgmpYxir6mFFs1WhGLRbqcZwAC/MrDOdWPPbPsQCMz1HbHzuesAo8JebZTljVGdzoTXQr+gTRe6Jcg0XEEgoN25H2/IqCATU1DdtJTHnYRI3FIBrBfdIB0qzQq+fpjZ1wvrmSUnuIbmdc7s+ofwAqNUX1AwoVVvpbEfYAEo2MWVhMzMyxDgv7NyrubKWg9OOly3aJQreaXERd5t3KPWMiTrGLRehTwio40RqFGQvjipV2jU5tVa55l8MKUS++i0XDEgWzpNbTGlv+GYvGX9qW5oXB3A6MUimHqphXcqfrTb+DRa6iFIltqYtFGxs7BO9jQ57DUVnKigRE2c9VCra0x81ANcL6kt3tWcMI0YTqIugqid0gCSr2krWwtI1PnnMxF11wOd/59g/5wWU/4cdX7WTnNUssL68CsNftttDv95jfscQeu9+WbddcxeyWIbvtPsOet9nKHnvO8ZOrt/H9S6/hisu2sbo6ZnZuhkMPuyPHHnssjz/pZI455hhSuvUS1dxiKhwdInrBqTdJN9Y1ecyuKxz9TNcTuQ2Aqv74hrrmjd02PZ+b7VbdUkoccZfD+MLnv0xkd4fPCumjMgXtNnImWhOPGhRPwAhPS5yjdgj1BSvX9Y5cXK+3jpl8sRVpLSfICKV7OaXtWSyXsV1Me191L1tqrx0eupyTG1cwCp8GQVPkuNP23wwNT0Jq72fn21YyRJIJa8dN1Jpv/LoRwRej6xFxrCA0qQRKVMco08Zh6dv+MSpB2v6Z0cIEFhEaYKtEH/OsdfsUZkLfDY7VzvFuG7bmKa08wnOZyB5l6Xw3eb+idvrQDdTUuZbjqxYdqhJoe/9USGo8qeNyjkg/q+uGwepOpBGkXqHqzzEe7EPRmBdOEBop0VQTWdWoa4p0x9dHWo9c/D9kMiCyt5vWg5lxbVzmIY8uFvG7GYOLTNZdb1zT+v7dcUfW0uqFbZ935YnrcfxtHtG1WJhMB97Tvnt3U+6XRoZ+QZJJHYymHhOqbZ8MT/uJuW0Jfl2ZGKIxh8W8+J2xmd6WRCWyQFvFfbQ67X3MXuup6SlOePx9eMzjf8W90H2yl3hEYtaPW5zq/PyY6blFhBnXt0hus5dgQbj88h9x9gf/nU/940V84AMf4G1/+i4A9rrtHtz97nfh1447gSc96Unss88+bLZfrCYiArwSeC6eQyhG2/Jnqvrqm7Vz16Pdel+fNttmAx796Efz2c98iQ9/8qWdBUhAEioFiKAirSeua8jg58dx6fzdbTJxTBFtQLW9mHTO6y5g1po1349EEG3vFz045Tf/ir3kCdxWTmYveTz3uOPTecoj3sK3vnHlRN/MME5oKttxre2pds6f6Lsv7aBIUyNVRarHPqbuN9yrK+vHaFfqyk/QVKCpRCWZzP2z/DIgTCLws2Kx3vxYf042qmJr3s5bi0V8mk3u7uh0XV/DWN6grwIqBVUxpC6n0NSjkR51MUPV34uq3AoiSFOjJJo0RFMPTT3znk3cP1JuhK6UuuNjzeem42sf59L5AbRBVFFVC2+9HlhMXmft1bXtwVpsu33dFRZrl5/1WEh7hfy968KiK7NuL3bVQjuVqCnfxSLuPHFdSWhR0BQlkuIVpIPFOu3J/e2+wO5qXmQdVPbZbw9+54Un8KHzXs7FV57KFeP3cdb5L+ExT7wvP/7JFfzRH/0h++67L8Nhn8MOO5STTz6ZD3/4w4xGo12OeLN1mtxMPzdM+10sYfo+qrqnqu6OMew8QER+7wa7y43UNj2fm+1W2b7yla/wlKc8hW9/+1t89PwXcfQxh2AcirYNbgtb1MUOtkPFtp2VzIlplD/SegmXEM9qti15ix1UxmZwsoptWwOsusFWmcGlqx615hnjsoJ6koz5kUbE9mMkR4QvNPr+yw+5K2874xkIJd/71k7e8Kr38rTHvIMv/NcbMFqhMUkKj/qzsdlxK9Noz7UcG9pUNVJUJIGI6zOP2xCRmoJVUrNobraiDzq0ZBlqmpQs7lNGrSdPPfGDliM0PG1jkB4qy5372zfMA2qxdSY3k09gob71n7GIhXPUjicq4uT74ZhWHucYcX1GT6V+r0jOstjJgfc/4gHNq9WVm/E88YRrIAAAIABJREFUrvg2cuXoBANABWIxhYFFxATCmEbMe4oWaKpQHdA0NeNi1ozTYghicYQq41Z+tm0NEdNqW+fjjvlSIR7zaBncEe869n4tEt7a/GpjsceRkIOfa2MbY1v4vQ4WK+18CM5M8wTHHMnrpm1pZyzMqzjdYhFJQSbPwCJiKTMWITfzoI4QZifnsEQMadSAD50fuQ7a9fKaHgl8+d9gLoCgVxLXw56PzeRs47JY00jEs+80PqbQO9P7xhMAg/fU9Cn0tm7PjbFZvPGy6YeHTFjIQsgzeb8ipnbkMzh5fywOXFLF0Q84mPs+4C4eRjBmcWkn53zkAv7pnP/i81/8Zz70tx9kPKrYunWOO93pcB70oAfxile8gi1btrDZfq7abwAPVdWr44CqfkdETgb+EfiTm61n16NtGp+b7VbVvvHf3+DkpzyZr3zlq9zjqIP4zNdfxsGH3oGKHVhZR9sqM67BPmO2tzFeYxYx4yZRsZPEjD/Y43hh39NZkscjihonpOoCxue5Yuc0CVhiXDQk2Qr1jyjUPVnSUMkyxrn4EwrnPLTs8xFJB1TyE++XUHO1L5JKb6Dcdm9bJKZnEs/4vYfwG498OwvLS8xMzXDFD67ilS88k0+f93VAuff9D+Z1pz2VAw+9HbDCm1/1D3zsw1/m2S86jj95zcf5/veu5pIdf85THnEahx5xW7bsNsWZ7/4CkoQnPPX+vPKPj6NhnqRbaNIqDYstRVStyyCzZlwzIjGN1bWeJzGgZjvCLOIxiHZ8yJhr2nhMZd4xKTpYGG9mxmIJKx9p8bjqmewVFSUzaGDRxjjWFExTs52WQ5NVj+uboWGbb20mN3QsbjKwsK3Na/y7+PHA4hoSPSqPNYwEF+NI7bnezLrxUmH8miW1zCMeY4jMm1GofSq5htg2rmQBEeNqbZjH4odHwBLi3KIWMzlNxRKFx1FqK/Nhp6/FGiyucSwEq41eIiqM9RoKmcPMox10s+cLN8wCC/Wks8Ljjm1eFETNd+Pl3I6FPiQaFh2LROPyNGwXsZjZqsVCqb2vU4C2WBhh1jIDSirXD3GjuPa40nHnuMWgFt6vwKLwfpV+fB4LV8l6Y9dbddmNGLNI0cYdr5CYAxb9xdKM75plhCkqtl0rFubH3Y6ocavafN4C0mAcqcFxW5LaEISdBD8oTFEwxEJJAotFx2Lg86nvz6cFx6Lw/vWZnu7z2JPvzkknH0Pw1n7/uzv5yN98mfP/+WJOPfXNDAZ9Xv3q19zAT+Ofg3bDeSFvjtbrGp7RVPXHItLb6Au3pLa57b7ZbhXt0ssu5dhfPoYjDj+CxdWr+OQFr+W8f3uVG12xuRcxjEGLIgTxeS7RZ5/h59t3okKKgFpesqiS1PgCB6Pt9MfbKesFynqZslokUVOlGdoa6dKnkaF7euIekaVtVYOgoM0f0+7niW5MadAhLcyPOfuDF3L43fZhemrI8tKYE3/ljQyGPf7+My/h7C++gNvdfndOesibWF6q/Fpw2Xe38fd/cwF/9ben8C8XvZLB0IjdP3Lmv1GWJed+4f/w+rc9iXed/kk++sGvUiikZoXUWDZ8I0NqGaLSI0kiMp+jb+1YWlmDxdeFXOO8LIeIxdsIi7x52sUi/tUOnkXnePfa1o9JfE3m2nrvoq8lQW6fZT6Jhbb3L308ZefziB3t3lu8bx77ipGa2zb4kDptpUpb0GQxoTi+0o45dDf3QSbGkNrxTfajZK0MCBlq4devSer+PLE+NiSium8XC23vEZWNEtLpT2T9m+ELG2ERx1Pnu0G7lLHeCAvxz2LN3BUWnbna/l22MurKi4586HxuspSOPpWtBsZ9mo6srxsLv76EjgrBNJFliMtZOv1Jaz7fCIuIU46lej0WxrcaMrHvHHDg3jz/Fcfzt//yXHbbY5bXve51vPzlL+fnoTVNw7kf/zve/8EzqKrq5u7OzdmuLbbiFh93sen53Gy36HbBBRdw6lvfyIc+8HcccNBt+PtPv5RjfulQCmYxouiebz8pUT86SKGFHgWR0Z48KcgWncJphax+syfY6NhrcvcopYCqomhGpHoFlQYVaCRRlbtDmiXJyL1tPYt19PvYkmh1q23L0bxdQkOSPjAkOXG8bfmVbR8/9Ymvc8fZ/40Ai4ur7HuHPTjzH56LkPjoB76EKvzZe38bkQENC7zlXb/FEbc9hU+eczGPevxRCAXjUcXbz3gGe99ubxpGLhfhsCNuz8tefRKJIQcfdjv+5t1f4LOf+jZPOOmOZubVNSLhvY0FtE9qF0nbqoya1rbk9bGEDasetBaLxrfDLQt9EovMA9nz6xRuRvXa60ayiyFnWeYNQeAfho2dEfpgxlzPl+wKXYOFEY+H3jS+lE9iEQUF8v375FrfUV+8Qb3caWJMkriP9bXRAk1jCoYIfRpJJDEsGu9LGFJCD1HxKkl9kGyEp9aY6blZF3yvow2xKOiDSNtH8b5DhYrVJY+KWSG5jEVJJMokn0PJt3zt/OT6UK7DQvz+tp3cIxvWoTd9csJY6mBRtnJLrZ51sajb6wWBPuvmsP0ehQeyXEyf8G3x1F4H19HadWDQvvgIsfk97ow5rhUk+xmLptXrApHk4+j5dUJvBn7tHkHKT6ef8YzAz+9i0RAvc+UGWBgPbuOFFEx2hoW1Hp//rz/mpAefyoc+9CFe//rX31CP5pu8XXrppbzoxb/LOed8gvFohKry9MEzOPtjZ/OQBz/0p7/gDRt/eXO0e4jIRmW/BVhfy/UW1jaNz812i2lXXXUV73//+/nEeedw0UUX8aMf/gRV5aj73JW/Pvs5HP+Ie2Jv9kb8bSZJ8D9Glm7EsNk2ps3Dul0EI+4yakNHioOox8dpadygjZAai/MalVuoyxlIUyBDcspO0/nXFlht4xiFXOM9KJXCa5JrYZuhErFtDcf80p049d3/G1Hhisu384H3/RNPOO50PvGvr+SrF36by757FQfOPXtCbstLI753yY/8Osrt99ud295uC8HDGBTzR9z9Di6PBhrl9vts4eqr5kGmkWYHUisFY+rSjU9JiFQofaQtf6ju3clja/z32C4NLACilGhUoAks7CWgbg3CSLDImeVWNckW6Z5fWydkjo83OD3z8Yyt9WGyv7TG1siNoGGLRdan8IBFeUjnZ0X838Kx6xMZ5rn/ZpYa2X4fNKetGHWa02uJxZZa7lpDxC9arOKAiLCMMRmSWeb2ablmbOZthWUziiSYDWKuNISnNPQjsIi0pzCMMtl74ya6uszFMdVW5sFFG9yiwcMaWIQHOyitupyvue564BlE84FF4GmlLxuP5V6LRcRVBgl/K/P2u1b6lbbEazfBqXZdzfpn/c/63HhfzNDMWBjiUxhtWRRxiCpRwVUaHtGmo2dxj4iLDg7hutO7kLnFm9NKIo8t5lmuZR9Y2PX32GvA5Zf9mGc+4zncWtvzf+8U/uz0t7PPfnvx+686kWe/4GGQlKc99nQedtzDOOecczn++ON/+gvfio1PVS2u+6xbbts0PjfbzdJGoxHnnnsuZ511Fl/8189x2fe+z8rKiJmZIQcesjfHP/pITnjs/bjfgw5hdbHHcK7BOPwG7kOzpCLzgM77m34PPGbKfGsrpDbesiJi0tTjF2MhTAxpmkVolinEFs46TVOnfWiSVUBJMsBqOVucosXDJV9Eo5a5lQTMW24NFksWJSwtxswMJavfbnXKZ53DUpianuKgQ26DaMHet9ub+x67L4fs9jzOePdnaRrlrkfekXd94HmoxyCG8bDnHnu2Bu3MzJAoo5iYcbJ4pVf2oDaKop6T3TfNmKIRUm2LdmoU2E5TziEypNEVkkwT9eDNmzPtWMwSZUjDK2lerxnCGDJPl8UYSss5qRhH5rLLwGJJ7dpTWGxseCOtPCSA1Sy3xd08zrMYxfoqUf7Qyj1GnfaohGRGTmBhdcWtZnkiaoNbXKjpk8dMtlWUSmzTM+I6LfbPuCUbjLty4CZB93gYYiMfcxhOI0QHqK6CFE6ZtYIZJEOToU4jEtWKBHHjJjHnBkZ41KNU7BxRjSg5P6klG02jniRjfV8gKKu0NewDCyFXKzLHScM8eEJU08ZMGi170b5YND7mTASPJx0FFmZYT6MsdTx6Kz7/prDY4F6LRTsvnc/TDK3KjXIFltdhUbcb0JHkV2LxsCOX17DFObhI8xyOErbB8ykuF9O/CAqgfWmpXZ8UWizGZK5eq6ZUMGNjU/yFo3Ijc4iw5C9kOfHLNHjJrydulE5jBuqyP8NGfh/DOZ5ta7FQlzmssDC/zCMf+cif4Ul987aVlRUe8MAHcPFFF/GOM5/JSU/61XbMQo/3/f3v8PynncEjT3gkX/7XL3Ove/3i1GwRI3ceq+rY/74T8HDge6r69zdr565H2zQ+N9tN1qqq4vTTT+f000/n+9//PmWvYJ999+IeRx3Mc3//OI5/7F3ZumWLL1DTZMLpyPg0T4R24uWy98C2tWn/iizYiAtrfCstKFEiIrSHaENqQFgCTTSpIBVTxGJMm73bJRBSIlYrvGzBXmheippIrrAtzsjANa+bGTMFUe1nklJH3CiCJCUpCctLq9z9Xgfw9+//EnvuNcvsblMY4bmXdPQa07mP5jUS8FKPNaI1SZcotEdqxogq0lSkZh7RVZKMoVGozXs7LqZpioakXg1JIvtWN8AiMsil/S9kHMEO4YM1A17dWF7pYFEC2t4B/04mvqnJ/KKZwSDf30n4W2xC5rvCIutByCw8TaFPEU0XXigbWdka0fmT1GKBf6fyfqrEFrbh2agdT7qKtNdUJmP56o5sQx4Ww6lt7GB4Swvvo+l51H2aHGNyTQ0mh+vCIkZmIQqGa2SdSweXmvBKp9YbfG1YdHcLYm7mWZuxCNYIac8zw2rXWIRf0T5Tf2rYGAOLLlFTjidWl3dQLtlYaD2zgUXGO9gX8t5tfvbEzkfwxDZagC6TtKSR1NIzmdc62BhCrlG6NjCuSG2vuzKP2NxyzfH1WKyOVqnrhiOPPJJbU2uahoMPOYCVlRU+941Xc/DBd3A5FaSWiQL+9L2/xY+u2Mkxx9yPU099C6eccsr1v8mt2PMJfAJ4OvAtETkE+CJwJvAIEbmvqr70Zu3ddbRN43Oz3ejtP752MS9+8Qv553/6NEUpHPeIIznzvGdx6OG7uZEZWbJL/q95DYJWxpbT8KqY8dB4LXV77I992bV6zOKLd+NUOEFdYjWlR9SsUobnR0ckNbqfWmu0EFRsC158mzC8rLYFa56wqPYDQYtSualkFV8su3dEt8Z49FHcAMX7HnQrSsPq6ogf/fBqoM+PLl/m/733HBYXVnnoI+/BkUfvx5+f+nGe+qg38+JXP4z99t+XK7+/nY+fdQFPe9bDOPDQ22KZtEqjTqfTFBTja5BmhDTLFKMfU8qyxRY2KwgjVue3cdY5/8F3v6cceNBteNQj96U3W5BSolIj67dl0eI6ccMguSETWETNdOl4ASPjvPH66U277ZpaLIrW29Vvj5t3Y+yGRReLMF1WXeZ4v6JE54iI2AssGqdQyliMKVy3xL22Tas3tDqU694n9+qNMEL1TMtjx1f9GkEZ1He9XWn7nfWmoqKmUGMQKGSEeqyiSkkjdfaOEtuxfZ8BIyxeeEzNasfzabRR1vfK+16hLRaVm23SYkFbPCFjYfNo3GJh47NzaPGsyVvz5o2k7Yu2WMQYMhYWb9nFIoeoJL+3eVdjPkcJ0NhCzliMqBlRdrAQ3w0JLMLzG8fz/F/x502ew9rKeeR9WSVXwxp1xjxq57YZg1FkIo4HPVbV9tXmeAVaYRWTakTFk9HG5OpPXTmPaNqiADFvLFsf93qLPyMDC5PD6gQWjVNcfeT9X6Hf7zE7O/szPsFvnvaYEx/F9u07uOiK05jdYvM25nDTzlGjY3v/x1/Ay075v/zeC36X17z2j3jnu9/OiY96ws09hBu77a6q3/Lf/xfwflU9xctqXghsGp+b7Re3nfK8U3j7297GQYfuzZve+Rs8+Wn3R1KiZtEXlPAq2uJW+UJiC2YcX6FmBcANkKgGskztW7pRtTx4/aJudJQBNA/JErbN3admAXGPBM0KiVWkmGYsyyTZjYhpC4+ClQuc8eO2qNYsuackvEaWQFCxhHkdI9os0ziFR6rGDEBoaGSR4BU8/5/+k7vd3viBZ+eGHHLn2/Kuv30axzzoAAqGfPT8l/C6l/4tz3jce5jfsczt9tmNB/7KEWzd3bY6k28/Kzspmh6pupKyuoaEkpod9KorScygzqu5Y/sKR9zrr7nrXfbkXvfcmzM/cDEv+4N/5owPP5l7HN0HnaGRGolFXZfdOGxoZOxeIqvlHbW1KxbcoBSszKi9NBgWscBqi4WVNZ1zGUbcYoWy4H2NOuWFv6DElqNVhypbmZs+md4EFvMEP2jGoqZivjUUat/+DL2xrW7zm6WWJ7JyA9xCPAqPaxTGWMnHBSLRpXG9KJny/oZh4NvvUqNFRdI5w12sZruVWB21W7iAG0+LaBvjuUrTxgYuE3XOI3bYjKHF9vuGRUmO/rUt+Jp5SmaJGvDm1TQ9L5lG3SNnoSKLmDfUtuct3WdAlDu1PtXe29Lmlid42dZ2iVBReUWnjEXyuU07h9fKXKmd3qrf6pl5sssWizhuqYSBReBJZw4vtnOYiTncOJ4r4AlAFQuYdzcqdRUdLCqko09x7WyQW3gI8RySMaRErasUHlYSXmCT2yJGx2Z8pCbzBdfBgY+tcX1a9Nkz8n5YolnjNFbxfAwjtqbhO9/8EXNzty7D88wzz+RjZ5/L2ee/jJktsTu04jIvMN7bBVqO5KS84e1P5OV//Cie+9S/5KTHPIn73PeN132jW7fns1vH4FeBNwOo6khEmpunS9e/bdZ2vwW3W3tt96ZpmJ4e8tLXPJbnvvhRWAyibX8aX13ji0HlnoYxNQsUzLg3ZkxiisX5msHcTkqmsFjGCuPcrKnZgdU9N66+2Do1nsaBG41Ws9kWF/dcqBk2BSWNLiMMaERpWPIYx17rGTGjoKZkjvAGJfrULGOL2Jx7KKbcQFnB4gBnva8Rs+a1zNVizwqdQ0WpZScWAyYuI7vPwvwy03NFe61crs9qT5txNkVsuSsj0AJlpxncOqCotpNUKJolmmYbSA9Je0A9z+qKcNe7vok/Of3B/PoJx9jiqiPOPfdSXvC8D/CVbzyfwdQ+NOUsjVR2n2aEsp0kZjglCdnW1LqdgmlUVtoxWF8tQWOXWLBIxDI2rLA8P2Q4F4vvdMe7lLGImuXipQrNyNsVFstE7GOudb/dY0nNw1nQ5cK0hJ3kfQU6BtVaLCxusWmxGHQ8ZxGn3HPDLWqWGxG/GdyB+RTz8yOm5uYp2NLqfjYiFog45aKV7ciNyCnXyS3QGsg9N1bXY4HzcEbWfGDROGdoauM9Q+aLjsWUG8dDl9XiOizU+TltDhctFjZXd7phKxNYLMwvMDvXa3U/EnY2wiJe8sxwMyzshTPvOGyExeQc1g2xaDzRa3IOz3lfd41F8LYaR6huiAUsIzpteiM2hxfnB0zNzbd93RUWTcveoW7wT2LR+HMl60VgYc/Tyy5Z4AF3fikPe/ivcs5Z/3jDP+h/ynZ91rEnPvGJfPXif+XzX3/jhljYjsNOf/bLOiwu+e9tPPSoV7K0uLrr2u6Hil5w+o0yxOts8uv/89ruIvL/gB8CP8C8nAeq6pKI7AZ8RlXvcQN09UZrmzyfm+1Ga6eddhqqyrNf+FAstitiJMW9NHHM4psyT2OXnzM+z9x4mS9PJo53ORIzL2DRfof2mH1uW38lpAGkHkgBkrn4pP2JzN+ic/80cYxO39efG+MrO/3z6Egt6FI0dceY4ye71y7W9Y3O9+IcpUSkpOptpS53pyr3YNzfl1F/b6piN8b92/KRf7icI+6+Pw858Zepyj2pyt2pyz04/lH34y533ZePffQSNA06fRZEk3Ghaur0VUAjMlc68ijJPInXjoV0viPt/dKG4+3iMSnbXWEhE1h0McpY5n5Je373eNoFFqlznclrmqZ3x1WQyPqT680X7bldvc16kq+ZOlisnReZd3Ptz1osumPqYtGda1255DmVuUW7nK1rsVirB8W6vm2k05McphtjkfksMxbrdWg9Ft3v7wqLLA/aa0jnnF1j0eWr3TUWIsb9mvsma76/MRZxr0md7GLRnVvrx33gwXtzzudexSfP+xR77LGVd//VadwSWtM0POCBRzM9PaQoCrbuNsedDj+QOx1+IB8752wGw+Ci3QiLRPdZsRaLQ++0D0/7nQdfdyfkZvq5YdpvA1cDdwSOU9UlP34EcOoNdpcbqW1uu2+2G6295S1v4eGPuQ8pRSxdkBQF3UhOsulWQ87kLLHdAjm1pCITlND5zfyG2vk0k4tnQpVIKlAJGpQgTYkkiFxzupuelPsam+l0Psn9t5E2bX+azrl18P6qnx9158lpLzGK3Odo+V45kaR73APwBdpECBXQBqWkTlPU4uNpChpKvvvdbdzjqINQMWJ8RWhEEBly96MO5juXzkPqeQysk78k43iMdJFMZxO9b1AFkcAierkxFpF9Hq3ZcNyZvGq93jSd89ZjoR6v28Vi8g7d/uS+Bh665o6T9+omLnWPd7Wyi1ozcTZ0NXVSNiaJoFDK86IipN3Vx/VYpM7neV7ku1r8ap9JqXUlkufFpKyaFu2NscghFUGBFNfr4rgxFiGLa8MiaKGkPQOCDGqyP/H/9TLOc3jy7rZ7IG3oSpZNLoS7Hou8zR3yXo9FjoHONEzdUXf/vxaLjfvaxSIxSTOXvxP9udd9D+a/t/05v/+sM3j2M1/Ii1/4B9ztbvfgoQ85jic/+ckceuih3NTtIcc9iH//ykW88R1P4+BD9uWLn/8aF1/wHcregPs88AAe/9RfgTXrRX6Cx9+ySyz23me3m3xMN2VT1WXgDRsc/wLwhZu+Rz9d2zQ+N9uN1q6++mru+8CHkhMH7DHReHxZJAJFNnosKrXz/FnGd9TettjPiMmyLNDGjVSjAIrFOjKELZMUIl5O2oe0xVypP7KinF7UFg+Owm7SScS2hZcyJ3rUSMvRZ9FrdiwSFIJGJZgSE434faQme4osztCSMYKaJuV7q8V3meckKHgaH4N5cWKBixg+VU8mSQ1R8MJiNRXocceDb8sHzvgMmnpUOqZQ8/6KNHz137/H4556H4+1HVL4oma1yQuXRfS1JonSaEJ12RZYicz35AvCaAMsgg6oR84St0SMoEfKxuN6LExval+YN8IiMuaZwCJRY8lBoU+JSNQJLExTqtaQT10sWr5HAad96mKRE34sTjlTTaW2n7ZALqFO75PrzMecGBIvMsH7WDt5Oy5DJuZFxsKo+q32+eS8SN7XMElH7fHgmTUan7KDxWgCi6z73XkUWJgMImbVfHKBRY5ZxUnuA4vYTs88sDkTPrDIel5ST+hB5T0NvVntjKeLRe0Ss5KUk1g05Hhp2QCLHlFzfiMsLHI7ypbWk/Oi1RsIWqgs8xhD0LPphljkY/HMmcQCpx2KGNcuFjbjVxCGzE5P847/+zu8/k9P5l2nncNn/+lbnHb6qbzqVa+i1yu5w/77ct+j78+jH/1oTjjhBIbDG4+n/K2nv47zP/15PnnBa7n7kQehNNz7AftBG/oQnvHxhljYs994W419N2NRu96+752fvvZO3LBeyJu8ich/MPlOopgn9FPAqaq6crN07Hq2zW33zXajtSc88fH80e//DddsW6RmJ8G3abWiIwaybo83bbzTSuf4sj9gS4Ks3B7YK/67LXTB66gelG6+oxWChDu4+8xHYgZS7bx4kKipqZ1TsfFEATCjJhIOqjZhqPCEAAVKKhb8XEsksn9jYfN4SE+OUWoaaaySEJUfLzv3Sd7v2o28uvUS1S4LM8cXfWwWp2pxrA2N7gQ1v1clC55B3TBmBQ0DThqQkoefeCRfv/hyPn7W12jSmDoBUnLuRz/H1y/+Po94zL1pWELUFuPGk4fQwEJd5quEZ8YW+sj8XUbbMRgWgVvE/YXMbWyR4FFT+wuA1fK21rBAbDEaFuYVMywa162sT5FIZNfqkuLbS0RmMihcb8YdLIJcPfRMsPjAqLK0hLpUJrFYdJxDnxN1q+dRjz2S50KfLfHFNKj0+VF19KlG2/hFe8EIeWlroIfxE7XBKywWsLR+1MtI3aBNRaOjdjyTWFQu89BnaeWcsUgul4XOOLu4rbQvR10sGq8b37RyTp05XDoWUVxgxV801OXfI5KXImFvLRYmw8rndPI5XHf6OPJzllssIu7cji+0OrwWi/AkWuxh9CASDQ2LLP+x4xyJdj0sPrH27666zCNrO4ziRf83uFWLDhY+nx2Lpn0hSI7bcnu8i0VmYciJfDXLbN1twItf9Vg++rnn8I1tp3P56l/zjr95Bve63x340r/9Cyc/9clMTU2x++67c//7348/f8efb/yA/x+0Pz3tXRz/mCO565EHuJ5PYhFjqFjCHBJ1Z8yNz+GilWtOwDP5b9t2DZd884rr7site9v9EcAjOz8nAC8C9gL+7Aa7y43UNj2fm+1Ga3/93vfx6U99ihMe+EY+8/VXtAbdZBUcpWvo4YakLeWVfxYJBkoiyMNH/oYcy2eYnKOOJ6nqPLBqxGlNzKNVeT/MfBAyRUp4SZTg74zqJjVRWSU8Lrkaj/2tOiY8bEoBEh7f2u9tW2/4PcI7lR+iVbtohRdIqUBi3A3ZM1PT+DWUnhmVWtOI5w1Lg2oNqghj73dt2/3UDIZD/vqjv81vPvov+Ot33p57HHUwF194GV+/+FLO+LtnMBxApTXq2diqI0QteahGSRKL6BhR24ZWgUJq1DEQohpNYGFe4Mz3OCZXnWoIX3bIrx2/60P2pK7Foo/5QoTwXGcKIiuxGRnr5oVLbsbXLuexe1t0F1iE3oy/mTdkAAAgAElEQVTdyzSmaXHuYhHjVD82JjzhOYM9spyDq3BSz7tjztWWzICx8oolUfknjNSCxo3EsRuo1q8UY1NBWDUTTcY0DHaBRdn2Jypj5Xm6HovQye7xpvVLTWIh7QZ00xpqVn6y9jk4iUUOPTB96urQRljkOTymDUO5FixsDP2O0TtuZZq3e2M7O+ZsjClKdgZGa7FwvVH3bsq47RudXRJ7Ae/7HM5cqOF13xiLeD5V6+6/FgscizTR1z6Z17Sh1y94xElHcsJJR7uBPeaySxb46Psv5NOfvJjnnXIKf/Inb+G8887joAMP4YZoV17xQ17xhOPozuGNsDC9D6/v5Bxei0V4gwX4i9POZ8uWOXbsmN9FD279TVUv3eDwpcC/i8i/39T9+Wnbpudzs91oLaXEZz/7eb75X1fy4x8uYZ4vQdpa0CXmbSjdiIkEhlBLqy1uD5nYfopAe6ttrBMJB9Iez9eKoPQe9pCKesj2k/sR37EtH1vIe+09jNOybI/n6kKdRAk1cvicUIGfF4kEFjIgiG2JN+JeREuUSG0fep0xpM7f+V9bnHv+nZ6Puw9ifZtMkpL2/ojVDVfpoyIcefRhfOmSN3DSb9yP4VSfx/3GL/HlS07lyKMPR2UKkZBViTSJolmlqFdJjpt0+hWhEkxg0WvvL94H9e+YLvQw3sWMRRc/k39gYedkLKLspXEiRrwbE8dDFnTkYd+1JAVxHQo9i6SV/jrZx31trP12POux6OLXQ1vaqSjBGlRJQTsV3xG6CXMamLWyTe3943yjGsq6knUzEl7sGk2aAi2RpiZpImmW5yQWGaPoY55fhY8lIRPn0GKB6/tGWCiRQBjb8TG/AotIDut3ZFF25kG/M482wiISTnpt/5i4R1Qem5zDWS+KFoucnBRjlPZ+yfUtJ7j1HMvU0f+ePQ80kbRBNMYbY+y1fU/e50n59Toyys+aSKoKvcnfCTq5tViEHigbPU9zYlmc2yNRcODB+/KCP3gkZ33mZXz1sj+jNxxz6CF34qUvewn/03ban76Vqqp46CPu1ur4xlh0n4HxPA38ilZvMhZ5TRgM+qR0PapP3ro9n9fWbvG23abnc7PdqO2AAw6gKAq++Z/XcPu99/HFYatvrcSCUPvDZUDDCkaHYhGSuaa4lTAMD4TRvdgWXSKyInskL4koWIUV84RO+33NU2fUMCskhu1xi2kMb9CA1DkeJf1KIoDdKKJsO6siMUOuxDJHzbJltrZjG5CICFXPcNWR1ZGnRy1VNkqpiXi/7pu8mbXTqLoHVmbA3/oLpyMyz+8MtLGpswSJepI9qZ32J3jyxB/YU1OrPP7JD/bFyGI6I2YxMUVrvMk06BLKMqJDRGxBLpmiEdsStjGHzC0OT+hR+HHjMywI72PhMi/aOECrTx0LfI89Wu9XyaxvtypBmdPVp6IdWxwfEoUJwosSVDoRB9eVOeBjLohKVNJ6iYJupyYbzJEKM4lF8FAmtmAUOH3vV0PRXrOiZDdiQ1uYIry0hmf8NyBCUpKXGRVKCi8bSVtatAIGGEWYEY3TlXnyWE0ZkogypFMduSTHCHpsbT1syfXZlv3Zdq7Cbr4N3ye4ZWMOq5Pxd7FQ56ssnHYsV52Kgg75JaVw2jVxvNbP4bQOC8Onh7DV9NNfHnJ/rY89dieCcjaew4ow5bLtYpHLkObqRbXLuXC96ZuHWVdA+ybnZjtFcoNatCNz84IH723JllbP8xwuvV+1Y7M7tVMwRbyztM+tsT9nJrFoWMX4XAOLgd8nSnXGHJ72bfrwJI6xggaJvfcp+fTFr+M9b/tH/vAFb+W973kPz3ve7/KSl7yEsrx+JsTKygpvectbeM97/4LxqOGtf/m/mB3u2c4h2RCLhLAFC5+JDP6I77QQAqMMw7EYOrYrHHLY7dm+fcd1d+zWHfO5US3R3YGTgfNv4u781O0Wbx1vtlt3u+hrX6Sua4486hB/MMTbaFCqBF9iGGsQ3oYgC8/0I1EBJwykwreOwhCIcptl53h4vKIoZPY4ZW+OJeCkug91TdKiPd71HsYbuLYP9xiLbRep9Cx7XcJDMvDtMqd08umWGNiWeOsVawivSJttr4Vtl2t3DLTjt7d8OmOIEozZ25EoLftdgq4l6Ft6LRZraYTWYpE6MtfUo0kz1MUAkam2r7Yha14XcQ7IoERpJu6zFos++EvEJBZl+/241nosekT8bcYeYODyyfQsa7HIehOevoagtrF+Dfwe4b2LTe1JmZuO6gZY4N/JnkyrwNS03+t69tZj0W/HsBYLM5RLv3Z3XjSE569xY9Lu08FCElY7PjyZ4RUMLKJv4WGyedGlM9p4DnexMBmaYZOxoPW+deVmWFgfsx7Qjn0tFtHX8IJmmVsLj98kFpM0XGvncGARfc1URZNYBOvAeiy0o0+QkGbFdgfqFWiWSU32zIdONi7bPDY2xCK1z7JMQbUWixinvUxPYpHnRrkOiwhbwvuT58XknIz4+6c/92H8xw/fzLEPPoLXve41DIcDDjpkP5705MfxwQ9+kJWVyfyW7373u7zpTW/ibnc/nOnpaV7/x6/l8Lvfnvd+5Dk86WkPJJ79k/RYa7HQDbFoOmOL2PguFtt+ssyttYnIUES+LCIXich/isgf7eLUt6z5ORV4FnAB8IKbprc/e9v0fG62G601TcPDf+1Ejrz3Qey2m5HJR5xklNWzB0gmTonjXUa/ScIVyBnI4vGetqzpxLW0/Tu+k+mMJgleBPH6556AooCEz3Hy/Lgznd7EsprW3ANyTjQE7YvT7kgBRTnxmUnGRj/5Qt69e/L7dNMcg0RG3MPKxLiD9ClT3oRcYqGePL5rLBJNSqDWv0YhSXxybVgIkcF8fbCQzl9Z4hthIZ3zAgu9TizCS5yJf2Tiel2c4hu5T10ssk52scgMnxtjQdsfdonF2t25wCL3J5POWHRiZKfLmnMyFoiAuu5I96y4U7Pmnuux6EpwV1iEXLtY1IQHfz0Wca1u2xUWa+mGuj3NPVuPxdrvboRFkKzpT4lFl3NBUETCPBdUEpoK8hyblGb3KbUrLNb2dT0WTFz/p8Gi+7zpzov1WNiV9thjhnf+zbMRnss/nP0Fzv7QBXz5y1/g7/7uo4xHFf1Bz8ryjiuqqmZ2boqjjr4TH/7kH/DLD74T0Gdh3oj9u339abHozvz1WMAFX/wmBx18IJd8+zvcCtsq8KuquiAW9/Q5Efm4qn6pe5Kq/srN070bpm0an5vtRmvPec5zuGbbNj79tVcQgfCxbZ6TFyKRJic6WPB96b9HIoolR2hLSZSvEdmwXZbI4LzLyUVREzkSJyLhI/k5CRVLCLJHsQW6JyLppQE1jlGlQiRSnar231wfvMn9U09+kMiEti2/NjFFAa1AzLtmFEVVa1IYH2nITlAh99czQCOZYjJDv6aYkFFQ9rABFnUrr/VYVK3ng/bv4CsM/LqymMQiEj9sFGuxsIxv2yaebmWubT9sm9V6vAaLVm8Kv85aLCrv1QKZYmvs3816Yx7NoHaCSIaz5J6gzkpImxgRCR+5Bv16LCpS51jGYm0fg4pnLRaRVGN0Pl0saH9XcuJNdy5J21dbstdgIYVr1jyJreRkD0Mo+grSGUfGIsabTZcuFpHxH+Uoo658TvSLZBcmsLCtdLtfvKBOYlG05p2VWQwvYcZiTEFQNe0Ki4bMCLkeC7Bs/dSGWmQsMlVTZaEvYkmPqiN74oglWiWgkgItB94vo8GyZ8sCJXM+jgptzaxIqtINsVAiWSrw7GJROla2TV+4zA2L6He+9los8vgiwSvmReX3DtlFtauMxcNOuAe/dsK9/TvLXP7dJf7zq1cwv7iTvfbcnfs/+AAG/b6HGhQ+z2MuxjMwEuPKdVjYDlfox1os1McQntx8Laj4r69dxmGH3fm6jc9b4La7lzVc8D8j6FfXniciJwNn6i7KVIrIwcDtVfVzN1Zf/ydt0/j0JiIF5q7+gao+Qiyg7bXA47CnwztU9U83+N6bgF/HZsAngeerqorIgzA3+L+o6u/7uZ8GZqOslojcG+PjetCNPLybvI1GI97znr/ipa89gdndjCbE6I0W/YFsmYq2TJbAksdZJRrmaSixknNLhDegYjuJGfcoBdURVOzAtgeN5kb8TdjK8xVtzBAEFdCKL7qLFG6wVbJKIxYH2Mh2opxexQINy6ANtY4Q7UNKVDqikdhmmveF1upR2zhqrMzlAGXRH5QljVaAXb/WRSSMh/oqVAakNGUGkxQgZiTYYrWM1bW2Bb5muy8oixhfoCVJNMxTu5GnbrBVjHzMYUDa9mHNosdNmawaT9xQloj60w07sHKS0Hj9dESwettTrUEdvpX1WEQO+6JjsUAkCCkL1F7m0MqhDv2eS9TO+6ge12fL9bwvsrZE2fFVasbtcbwMJiy1i5PR24yxUoQLRDZzxXZgQOGyiC3Imh1YAtgKlhEf4QhB72R13PFY2PVYFK2em8wXfYEVKsamTySUa1CPzayZp3YDuWYnRWuMj9dgMY2VWAzeWJO5jS2wECpWybG/895XoyiqqUkMqNi5BouRG9wVEetas5O6w6ObKcpC5k0Hi9CbvuvKuMUiXoxqtmMlMYNSKObwdqCPtPW7zdNVsx3bpl8ib+tvhEXq6EeBstAajKHnUDDmGoShY7Ha6o22+tc4FiPEx2+xhEFn5ka8bifJlPerdt1eoZFVkkxhdewLUKs1jxQkhhjlXOnjW8Q4SxdaPbDZMk/NuINFSeMGYE3EVgflWzxPe67boxaL2vFp2I56HKV6fzMW00xS2GUs8Be3SPJZjwU07CTiqvc9cIr9DzyiNa5rVqiJcsRDv+eCa0zletN3fV2YwCK53tSMyPzFk1iYfiz5XPDnJlBVNf/9nz/gN3/jd/j4P5zHLttal/YtqLk9ciFwCPB2Vf3XDU7bE/iqiFzo5/4Yi2M6BPhljPPzpTdNj3/6thnzmdvzgf/q/P2bwB2AO6vq4cAH1n5BRO4PPAC4O3BX4D4Y6ADPBo4FChG5c+drtxWR42/w3t/C2kte+hJ6vYJnvfB4f8A1wDRWc7jEam9bEL8wjc2ZOF5iiS4RnD/Aaj57Vqv2QQuEKUrmSAywpI44fwh+bsEWv7/45xYrZnWQe1hQ/RTIEJWCJFNELKIw7Q+7gqQz4DRK0vSxRX4WYZYcmzZ0M8zqTdsYZoBpzMiZIlFS6pBS+5QKZb3CcDxiZvkqZpcvZTBaQXxs4nXbLRVkBnV5qceyFsyQmMG2nWzMDdo5ri7zgY2BoRv604hjYcbJtMs+sBAs6H+WnDU/cNlOdbDo+zVKjIh+gNCnZEsHi7i2YWH3s7EpQ8zIm3IsBv5734/PYMaJ9cvkHGOLJCFb1EzOeQzKFJYNO+zo03SrAyVzCEPXm2lfZKf85WaK5GMT7y8ee1gwiyWsRRxpbwMs7D4NiaJN2Bq0WOD9sQV82vsbdeznyIlbgw2w6PtCXjoWfRJTFMx2sJjGkq/6nsgSOE27vpfujZrEwq4/g8UjDrAEm4aC2Q4WU66DhoW0c3bK9T8SqjbCYradw+KJZ4bBjP878O+kFidLVtvifUyt/NZjMeW6EDLPzxb7btF64AILM29nXXcal/fArzfbYpH13BLKEn0KZlzmUy7faRI9EtMUzOX7yyyFTJNcFyexGPjxWX8+mT7bHJ7rYDGFeBxk4XoAUx0sQr/yc4N2bgdGMc9tTmYs+j7uwKKPMPDnapw/IDL4J7GY9n7EXO08Tz2Zs2j1yrAwb+a0z5WQeX8dFt0xJMczrXlu2ZwzXS48IW11RfjVu72ewXCK55/yIm7BbS8RuaDz84zuh6paq+qRwH7A0SJy17UXUNXTgXsB7wduAzzY//4B8FRVfayqfutGH8nP2DY9n4CI7Id5L19HDtR9NvBkVW0AVPWqDb5qK2PmBukBP/LPIhQw6j1GezPwB8DHb9hR3LLau975Tp71wuMpU48cS2TB4cl/zCCKCi9BOZMD7ZMHyVuGcEXS0n2aQbkUmZ1BodQNzi9o6LW/W9xiEDtnWhx7w7ZHKU4zop3jDT0KeiQZgFTm+cSyxZO//St9gsal8cQho6jpkSSojipfVBOiQqFC0po0nmdq9ScUK1egSammSjTtT53miAoxUe0otRQztY8tqi0lYkvazolEEhtz037XElgKgv5JN8Qi5Na41zG5bG3hMC9M8sSJLPOShsJxCyqY9VgYDua9tWkzWoeFZV5bhrx2zm8IdgSI5DFxvclj6PvvQhBOp8CCSSwSUeM7koFid6ubzNG9f8+vZSwBMZ6NsRA3AEuS4yL+28ZYhDyLVrd3jYVxWuYkKXycsgsstJWbvaDUu8SioKBxoyjrU8h5PRYxV2JnIeiUZJdYdMcZctNdYNF05nBU747kmY2xoL0mBGPCrrDQTsKZtpRHQYsWOpyxgMaT94IGqSBJWoNFTupLrk/xgrIWC2n7VLZa33i/i3Y7fT0WlhoUdF7dObwxFkEzlSaeT/WGWNjcjvEFL6vJf2MsYg4XPsY+5oncGIvGx5D82obhtWExJiisQkfwK+UELjt+6SU/4bj7vIqi6PMfF3+NlK6Hb+3m83xeHTug19ZUdbvvmP4a8LUNPq+xHddP3uA9vJHbpufT2mnA72OGYrSDgSf4W8nHRWRd8VtV/SJWyupK/zlPVcN7+pdYfdXUOQbwRWBVRG7VwcLX1qqqYnl5hcPvdjsi0SUCx2MrNLja8G0V2w6HSG2Jv9X/sxrlntIiyWMh45xMJJ9j3ezB3PjGT34HyAk40Z/YJrKHoLSL5QSZvDTOjVlaEoHEJlXeJIy0iIhh0w6xu50gPvYx0ixSjK6hrOaRagw6QtM0dZoBIoYRIsYr0g8aN0RzelKcF7KL490q4GMfe+rISXeJRUSc0V451+ju/ocmtBmjTQOqlsyitSO+ERZZ5hF2kcfSxaKmzbCnm5QRhQkiHSEnXkU6hcm8GxfLeizasTSdPnZHnctRQhCVZ72JcVifNsYiJ9fl2MtrwyL3STv32hiLxjfoac/JhOo5+CsqwWTk7L5BQs+GWOSxRa+CzWBXWNg1Q+Y5BWojLCImO7XXjfFvhMWk3nRT7DbGQtsXvJjDeW5vjEXEkKrrSE6h6ibo5edFJKhlfdoVFhkPbe/fRXkSi9DJSJEK7DbGIo8hKiQFJ+ZGWMS9us+okPd6LPLzK4otbDSHMxZRHrmrT9eGRYRv5OdxYldYdMvbRkxwjvVdj8WD7/V/2H///bniB1ey//77c2ttInIbEdnNf58CHgJ84+bt1Q3ffuE9nyLyCOAqVb3Q4zSjDYAVVb23iJwIvAfbRu9+9xDgcMw1DvBJEfklVT1fVc8DdhVw8lrM+3mdjL3z87lCw+Li4vUb1C2gvfglz+U1LzqLHVfDSU89GttyGvvbt5VftEdRif5/9t483rKjLPf/1lp77zN0n+6EBBJiAmGeFIwECBBkUO5l5jIpKpM/waugzFPAAVEMqAwKVwRlEIE4hBkMqEzKTEAEARPgQnKZDCHp7jPtYa1Vvz/e96mqvc8+PZAmHZKufPpzcvZZe62qemp411vP+7yMMc+apV/Mwt3GX9pc7+jiiKqr6Dffo6mPh2pAFyKRTUIYIE6dyPid695Ffys3r6qlFbTjXuniyStTkTNoyEugDdnI+FlbtMOOJEd+/VL6XmDgnE95LYcEjCagvOtV7DNuN6i7ncASVbuHXjegiddmc3JtQrsMVWBjXSkpG4Lz7WQo2BGn3btK2n0Q0+c9b/+ErLNonNrK71FR03o/k7xUYyoGvlmM/B7KkKJ0hqYjGWND3fUIMRLDmDZ4xpmwiVEZLAe8GSvCYtE3Dc9vjwX8mOfTsBityzjr/Hpl4VlAvDCNJ9ushUXwPhojeR0Z2HadaWJaQJPjQiAmzUNLyaqMKWEmoCP4uDVvkYI1uqLPDYs8bgZeF8nBGBY2nqxvQ8JigeF6Q85t3foYmsVi4nVVyknziMV0vz7ilIqHrLYZFpKzmXgbSiwmSAsyZxda9DkZMF7pxL1SwkJeN83tPjmLT8bCDIqh1ykSUjBVy+b6GEvJ2nmfy0tm2qWkcWPZtewFbBqLnCZ1wfvWvGvTc7jxvhAWGjcT7Li68z6XhurE+0I6pAqKab3uQ597ltrR+rzEQnqyGudtaltkxOZ67nMbN9L5XLR1DWmYKo+7sKhS22r3Asc0h0osynEe03qaA4gWUKBh/rxN40YUiRysNY0FzjW3MTQi6xkLixrxhzMWCwzXJ8XcloE5jQUpE1yPLs2F2tdTzWH1uY2tE65zXZ7y5GcwGo0YjUazW9L8Uh0p1+fcGCGV6wJ/7bzPCvj7GOO7r5RqXYnlGm98YpzNB4QQ7oMdoe8KIbwR+CbwFr/mbcDr5nz3QcAnYoxrACGE84AzOIDAa4zxAyGE3/dr91tWVlb2+/tVtfzRC1/Of/z7hfz1X57Hox5/OzffdFQd3F/Q0ENRtX03McZk4eAGZe1Y3Dmm37Qsjf6byHeJ9Yk01RKjfiSEnXRhRC8ZNjIozXBTboyskWhv7MYxo3h+jUUB73QT1o6mWt+Ie84vtA1fUt2NH6Y16AjRPrfNneg/sXzTHUNCFD9sp3l02zFVt0i/WiD0Og82sm12aUWGggTR5ZlTRDYoTjX6Rt/6sWpd1NUCMiQmnrEwU9rqWG3BQm1S4MMiEeiiAgjG1F2fqmuJoaWJq9ShT1MF6rCUvNMyMiMTag/kyrp8gY4NjONW+/MHDFZUV/M8zcOiS4ZY3AaLigaLSjb+moyJ6AElSmAwIQdEZCOzx1IxniwHecZCfkoz3EosWj+6tGSwTdHns+Nm0cdfxmJxRQbSiOC8uRKLXFf53cdULCXDXuoNCoYykXGbF8JCLw+11yUHEpkEWj7YtLGQx03wNijobRYLCwayAL9yDvdTXc3IiyiZAz4ullbsJTT3+TwsSIZwJExhkcdt8Lr0prBofaT30ktGiUXr42YEaR7onko8MXAsui1YmJewfJnYigUeKFR5XyglrPBWWoN5WOQ5HOZgofOdTZ9DIWGRx80AhQPOYpHHk6TaZZRmLCzY0co0FspdPx+LxgMeK19nhUVHZGmlTWt/1gTOWJDGsBmts1hYsNUYJYeACb2FCa9+zct5zGMew49yiTF+HjjtSNfjh12u8cZnjPEs4CwA93w+Pcb4iBDCC4F7YB7PuwIXzvn6xcDjQghnY+6Eu2JH+AdTXgD8BfAjKUR2MKXf79O2rS8S5lXLR2omDaTIWdB2prd8kwqpMLH1GDeJoce43kl//N9U3SWEwW5iXCCGPjkqWMvx2BfCMcEjTy3i27xaOTd0xOR+bLsxI8PzMTN2o86keHLU75jIAh1jr+84eRv0bPNKqW1mCNii3xHChC5E6gghQBsGdJ15+ixT0DhtYmaoTzDDScdwQ0jeHnEgzbNnbbCjMJMQGhKTx3aCqW1mLIxeMPG61nOxCCUW6f7Rr60to0vXUHEZISzTVYsExu7tHUGQzMvBYoHXqbb7wFwssteEbbHI7bbra+fMdc41VXxvfo555LsUWVwjz6dllZ/FYuSYZyxy1G47Fwtry9hx1ngS1UJR5BM3VCZTWJhHduwzrCN77VUvjfnOjaI8L7bWVW02LKxPLA+T2tal/qu9b0fkg/ytWCiSuaJJeClbWO7zagaLidd1nObYdljIA22qEhkLq2tM98vR2Grz2BFRn2/FQnWVbNo0Fj0kVzaLhfpCPOd5WHSMqRkgD71OBDp/OVKZh0Wuq8bHNBatrzdtmls5L7wZomO/zzwsJuDGYTkvSiyiyzjp79NYxP1gYRHtPW9znhemp9x6n9fugZ+HhcbrViza1EdmGLec/YpH8uB7nM2+ffvYtWsXB1XCVdLzeUglhHAC8IfASTHGe4cQbgncMcb4msP2kB9COcr53L68EHhICOELwNnAY8HkkUIIf+XXnAt8DfgC8B/Af8QY33UwN48x/iMmjXC1LO9///t573vfy//6+dtTstlsURKXTvyhzJKyv+rvWsyND9ZVPSb94xgPjqfpHcukPoa26kMABTWR7lMW3VmeQ21u3dTnmc/UTd0r/yxlmLvi7sZfsp9V8ZlZl+JvxQAxQBWyaHNHoAs1bT0g1u71CeJE5SVKPEirf/l81VV6m/qGjoSr9JzpvrC/zrZtKxbSLVV9W1+w7fi26kaE2FC16/SbvdTtGlU3Ibi+aclj3IqFxsBWLNQ2ijZt5UbqW3kDKbHovNXT46xL34YszC7twa3jRrI201hMt2Mai8wRVL2ERSjqXvbGLBbCTRzSEouMVz6OlGZMlssRRzAU3891neb9zXIdc72msUjzsOjzrVhEr5OwneZmhqlxNo2FXiMyHrNYxC1/y1gE5vWssFBtmRnP0+02z+N8LPJcmsUiFuMjJ6DIWGxFWv0npPI434qF5rU4sFuxyONT/OHcsyVS87HQ3yrmYaG+nl5RZ7HQE6axMOM8Z4eaxUL3LOs6jUWeQ1uxyCNN+d3vdLeb0x/0OO+8g4zlDdhadiT+Hd7yeozid5L/fiHw5MP9kMNdwjb6pEfLVaCEEKb0Y1dXV6/yx+4XXHABT37KE3jfez/Agx5+J1755l9JS5xJikyIybOoI6ElskchIm6Y5V6esLEaWFoxkeY6rlBH6GJDrPp+PL0PkxRRes3at4S91J7X2HiLC5gunB2RgXHq7Ch+k44RdeISmkSOeXWGKNWiHSEt+NGilsAJPXa7MdCQhctNMkWbiN1vEzsG3u11jeDH/WZW7sQO4HpsrFYsruzBpHkG3ouKHt/jHiBlGNLxn3QE7W41y2SvAV6PRSrnknV+HBj9+Da4R9e+39KxSc0xiANL+nyNOu6kakfU7QZ1t0loN4nVBk3/BnTVMl1VEcIiLWuYx2LJ69DzvljDcnybV0dYrK2OWFzZ9B8Sh1QAACAASURBVONd44tKIzZvzR0VK+DeIHEU7UhyR8LCDi43t2Bhxtu6990KEiu3z/cgKTDDqJfGk/WR0jbqyH8eFmM612UN3ufG3zTN1ZLTap8PWV+FHSstkSE1xyKv3ywWMhyzd2uDil2FkdHD9GE7H/853ahpmAZyXvVpLJT+VJHYlr8956ExiZwGeb3Ef8xzWLza4RwsILLh1yvjWWBjFRZW9mGSUjKw9NK0j5odU3PYvKtbsTBP4CZSLQgu89Mx9Hrl/ObGzS7ncIvJUhlP0/o3JizEezQsJj5fdpONR81hyHJBihI33czKueHCYnV1jeWVzvtaL3Q1HXsdF+M+W99OkD7y9BwukxEM52CRubY1S9gpgx1vd6xRsXvGOG3pWMek6HDsdbK0FQtbT00fmTQnjI/ZOZdfn2sOb6xWLK+0jsVOjFazFQsLeGoQFzgS/XN9VnmfV1Ss8MLfPpeX/uFb+djHPs4d7nAHe24IxBjnWnun3zzE8/+ynvenH3oJP91+5mCi3Q/qXiF8OsZ4uxDCv8cYT/PPPudSTVfZctTzebRc4bJv3z6e+rQnccJ1j+fmN785X/ryF3nd257Kn7/5l30j6JPfz/v+3mpE9co13og1MXZEehAriH3fCCTy3UN5i7vQp6trQlDeaQUc9SgjcY1TqMAHmWMyaCSno599b408Fz03ciwP+qwMj71998i8xfJekosxbczgHEp7bodp4ZW5igMk2ZUyh3Pwe5iRYPeofUEO5CCI7O/ovI3K3279rv7o+xbTL9oG0QNC1Bb7TPIrNYpcn8UixAlVrIkxEMMybTVg1D+JrtpJCH1ibCEqR3MgpjYoZ7MCIQJxpv+st/T3HtkD2CckrGRodUQku2U6jbP9MotFzgk+8ONH0BG7Ub9bJK6tl5qcf1pjI85g0S+eWScsrE+lGNArMIhT98LHq1FOShWFaSxCGpP2e+VyPBnf4AaN8qHnPidRMMJcLHJucOMO574akP1f6ls9b4FYzBm9HGzFQvETWQpMUjmVP7dK99TxseawsNG9t2KR79nfdg7n/pweT7PnHfadjAVT39Ucrn08xWQ8SjpJa4xhsci091xYLKR7C4uYVoS83lndqvS5DMKMRfahbsWiLq6XmoEFAymrVh43knUz+a8qjVE5CrZikV9W1Neiu2hcaa6qPh3QK7Ao9Rimscj9JPzE6dd3rZ1vO+fz/MRJv8lLXvBWXvva1yXD86BKOEL/Dm9ZDyEchw+vEMIZwN7D/pTDXK7xnM+j5YqVf3n/P3H/+92f/qDHAx52O57+vAdy8sknY+aZMoTJ8NP/5TnYAVUXCbGlC0qXpqVFBzrFu3kgfVtLfnmgqN/KQ5t8ZFNK8+R/xnGaPeLMZTavcvbO6OCH1L58pD+9xpQHXPmAviPnbc6tnj46nf62ma96hp6vnCeh6JHSX1X2ZJi54wwWqZdy+0i9PY1FFyqqqiYyIEToWKKtl6iqPiEGQjT6RIjQhXLtzUe687CY3pBi0dtl787DIvg1MiEOHos8bvLfZrGIU/eah0VGoMTCrs1ZxudhUVIHDh2L8nh1dqblfpudFwfCIiRGXT6i3g4Lu65Ofz04LPJh7nwsQjGHDw2LrH4Rt8Wi7NdDxSKvOzAPi3J27g+Lcv6Fqbpuj8X0unNoWOR7bI9Ffn04NCzUKvvufCxIdzo0LMrxHQoshsMRT3jkn3Pf+96PV73qVZx44okcWjn8luARKE8F3gncKITwUUxw/qFHtkoHLkeNz6PlBy5nPecsXvTCF3H/h57OX/ztY6mrXrEI2U8d92ZdvsYXH/GThpiQ8phAQ4wDqAJdHELsYznRla5yDJ51JX/XyPsdy9ROwLfY6IAdfY/S0hz8uNWOABU0M6aLJn1DyMto68eHeEBBl6gC8gLg9YFs2IojpeCLTUyMWxqQCl7ZxLy1dmeLyN5E0id2jxGd0wHMM6JYWAUV5MCicnNpienz7FkYU+ZHzgEM87BY8hYpaEVSNbqbggbGxLDApALCgst8jr0/x3bcFQJVlOFhWFjfKphgWIwXq6cFuyid5Ng3f/mNSTjMw0LHpK0HSNm//lwsrMUjYEdqfx4rW7FQalLry9qfb1tsO4OFYTVM4zR6vxnm22FhUffKUZ1Nk2ksbBSP01yymbZJ5xQA+yetRQVw2Lip/Ag6plq2W7DIY9qMaeGQ+38WC5OnssjpYfoOc7BQhDos+Qy1Pm+pvI+XqQoszBAbo1MSwP1/W7Gwo/2h97Xmih1Db4dFOYe36r+23ueNtzHnordabBJd3UJYmIm6TufyZAFJu22QT0O6hEUO3lJAjuZBOZ7mYaGxKhmmbOzOYmFjZkxgh/uxLQhL4y2yOIWFEQvG/hwZgRrp01gE73PNBcjr03ZY2LWt4zVrzGcsDIcxombYeNsgOo1FWHz1vy6h6yJvf8fbZgzZgynhCEotHb4SY/xsCOGuwM0w0C6IMU6OcLUOWI4an0fLIZd3vfudPOXJT+Yb37iIP3n1I/ilx96VjjU6T/3Xee5p4/JsAlCzjPG0BojjY5GOO4hhH6bz16cLewixD7GiC5dhqdw6WvZQs0Dr+dKlS2e8pQGW63kntjEMgTUsInyvc/qUs9sEcew+y1Q0RFYJ1ITY0gTLH2yfGz8tevBMHXYSPU+1HTdNaBli6TstZ3TwDbZh3fmWe8DlZVrPX2xGwOXkHNeXIekW4zXudCNp3duzlhintgGtIV6fpYLse583fv0GxqW19iszjuV+xvvOsMD71ureeX8tYqIua1g+6r1UnurRtoZ91CzYtUGcrYZYD7F873vBsWjD5YD0+oTFxDmGtT9nX3pmZA2cM2kR0UsYZ3OMybdsAq1zCdWGuA0WEeW7Nn6cYUFq5wDjpq0VWOzBjlLXkofKDivXCfS9rjv8SHIT5XIvsYje57Y973VDp6FL2o2d9+mSGzpqR0vjvDrDzaR7SizKcWPGgrDQ54GWy5C2qLVzJ4DzN/tu8JmeY4lFZIhloFnA8rGPvM0bKG2l3c80WTMW9pwsXbaKvQwNEhbW56sYZ9Ny3dep/UPE3+u8x80ksPrmNlS0zs0OaQ4LC3Gdg+O8SMUkz2EaOla9LhmLPG52+P36/mzN4R3ExAEGM6jXqOICHZdRhRWfE5dhR9VVgYXNefExpU9qokOrPs43iJ6a0/5f40nc2AU69qCsTMLCjrn3pvpO2ItReUosOlrWizW5mYPFHp+TelFdS+tGldZT5YyvZ7AwbqqZmJc5Fo2vW7Y+Sjc0OBa2Vo2w6P9ljK8vL23GIo9/iGwWWFzuxnWk4/ss7Zj22V4TSwjhUTMf/ZRzXd9wRCp0kOWo8Xm0HFS56KKLePZznsq73vFeNjc3uf2dbsLb/vXPOOEk5ZPu+SYrrcuxL57KbJHTMNpi0aKUlhGIYYEYGiIVVXSPQgyEUPK35MWSXqRkW4xLpjSbZoyU6e6MyB+QVmOHBJdJHCYT7sYJ7Pm6nNJRYuWZP6ZgAaujUsl1U58DyUACCg9YcONP/afIaomfy5hUW/QcyTfZ58Y1DG6ih9TWzPvUc7JweZkS0zhgVcrdDpkrpzSB0g5UvnjDwtpkQV+Emi5avmoT3+55/6se7TZY1G5Mq897qe7aZNPhZ+xRxT6ECkKdnp91A7ZiIe/VNBYdmUcZtsGiIY+nAC43o74VH20eFqpXRUXLZAsW8oDZfKkSFgr4kcc9c2UzFiWezMPC5wqJu5nnRUx9O/J+U05tYTFGHEyQlFCfEos89mMymHNfiNvZemBKlbCQxxCUqnJSYDFB3Er1yTws5JWu3LM4jUWbronp1KLEoiGnjqxmsBgUfV77GtORcctz2OboNBbS3VV/bsXCDDEFcQmLnMqzhzjnIbU7Y2FtVUrVrVi0jH0lVC72jEVeN3T6M43FdF3zvLBrDAsZqrGYS8YRF/aB/EKescA99ZmDKyzkye35NUrlWWIBeS8peezlHK54xzmfZ3lpmUP3enqVjpjU0mEttyv+fxHL8f5Z4KjxebT8aJbxeMyfvOQFvOovXsPFF32L6/7Ytfi1p9+dJz37QSwvrvhCYFl4Ks9vXvniattO3zd2W4Ds0HmQDAILmegRA2TjoEcIC1QhuDE1QNl9TBfQmEtaRM040iaiRQz/3ATSq7T4KoigpfZNtaJPDItp88eDN+ztH6pYQayIoaJORmHwezZYfu4BxmoaEDBavxmtJsCs4yZbHm1TMdl3BZ/0yHmoJeItA8rynFceCW7Pt4AAbWYK2qp901EOaBnNEgWfh0WVNgQZYjNYuBGFt0+ZnCyzSvR6u9Ec+lRxYBtR7Dnn0wMeQp8QtsNikLGgQ7mqgxtOIUKM1n9VNyaGQKgszWkOBNsfFs0MFl16HjAXC2XayVxN9dEsFjI8Mhad3y/ncZ/FQvm5Bz4HNC8mfr0CQOxoeBqLmOq6HRaqS2Y85uCqiHJkD4r79GfGjYxVBe1lLKp0/4jSVNb0izkJJDzrhEXEkgcoJ/k0Fgo4aqmTcbYdFi3KNFRiobqW7S+xsLGhOcxcLKxO5m0r54XqMoVFGKRx06WXtGwsbcWiR+UR3zZuBuDY5fzu22Gh+3RzsTCkBij3+TQWGrPzsdgyh1ObMxY2bnqO2jwsVJ9pLKJ73zX+utTntv5q/IeEySwWygu/FQvo+MA/XsAf/947ePZznskPXK4GtmeM8TfL30MIu4G/OULVOehy1Pg8WraUtbU1HvZzD+af/+n9DAZ9fuY+t+Hv/vmJ3PAmJ7hXQdGOrZtU4gzZRixtupIcn5UMbVmxn+JXidbfoYCjzpcdacXl/MERfNlVdgzlP88yS8p33JBDBgLSiMvEfl2n+4rirvzD+HezDE9mKWW9PjFMc/1F1ZfYdeuLb4vkXsT+slKlGuHPVp55M6qqwuMwm8dePNYWqQ8KixziIE/HVizy9xWYMA8LeVCEn+pr9TDDzrEIxrMkdhAbqmh8v64auJdhHhZ6XcnMUvFopTMa4piqbYhxgxjMGxZry/Mis3seFhFFrcc0ntS/kH3N01hM0rV5PFdubG3FIvebuGike8/DQmNLyo1i4k1jURU/hcWEWLRpHhbB+zZnzM75r8pTAZsbi0zPYYrryjEiLDJrMqRxrRESfJ5m6Zqs5NBR6j3mdpVY2Bw272QvYTCLhXFZW2+1sNBcKcdwxiJzNfNMn4fFdF8rz7lOH7bHIqa2iQ+7FYuMWy/dM6Q5rPm5FYvcX3m0zMcCZsOv8niaj0VeP8s5vBWLvD5l3Ow5mv/zsCjHTc00FmWIUpXuKyzalDxieyxedvbbOPu5/8CjHv1LvOD3z+YHLlcPz+ds2QBucqQrcaByVGrpaJkqr3rVqzj++OM4//xP8qo3/yYXb/wVrzv3KdzkJjcguC/HDKkhAMq3LY3Glo20kBtvyd7sjeu46Fux+FYKlFlC5PQq5S/u/GjdNvjADpSlJnimkIoK41XquDJgxHb8rbqhSsfzDRWLEFtiN6TuBsTY+ZK+5E8XJ2niLViwbTvUhGCadrbMLqGsMXb0mPNnWyBClQye2gN4jMsk/dGGmh1unLTOZZLOqWkEAv7dzk2wss8t5aB5UvLn4sRl7dIRxoGMBRZM9bn9/+JU27ThZyy0OQ0LLCZE5+8KC/NMNASWCaEiVlBVu+lCRQzj1M9WUzN8NHY6z2BkfQs6WtR4qsIiTWjo6l3EehddNXF8KHhwVps6pUHdJG9qbcLChI92+jMbPyJufNzswLbvHpk/DHXKq7440+cWzCQshEuXxvnA69I5FjJQBhivMqY+N6+kYSHjuE25vBe9rjlnuLzR9lKzwzfslp7rPJqnexkZZerzzGQdJiwUAy8tWjMbFmfm9tCvxeso30Xn9YMcWLXpc1jpDyOBZX+msGh83CyTU6IqIM/mnxk3SwkLebpVF8NiktogLGS6CQszc/rFOF/2OdxLWMjLbXO49jaN0/3a1OcyJ5cJKHO89E8bn8NmQAqLHDM/LrBQbHvGYnY93TqHzaNvhqGnu3UKkbWtLbDQ2CqxaHw9WfZ5rnSiQ8dC+d6XCix0WjWaWU+XprCQOW/Pl5PAtD0zFqY9KixENGiTJq7W08UpLPSSVfszX/Gid/P433gcr3/dFXTwhSP07zCWEMK7Qgjv9H/vBi4A3nF4n3L4y1HP59ECwMUXX8x97nMfvvzlL/PYJ96T5734QfSrFUovEW6YmZfK0rKVb/62eTXYUZQiRnWkIp9KjfITE81QIUijc5TehxXRLW5QNpp0tF56r+SRqNw4Vk5lSXfkWFBb0De8rnpuPrSOKH+3e8tCHxP3Dun7+c1dXk4JUJdHlR2iA1TuKZHHOPhyn72cpDZUyCBWRvoeZeRpNqbkbcpYWM+1kI7qGqY9gMY1Vdo6w0Kaibk9imWVryIfZ+I/tbHLWxtT223DsXoSKroQsMCKda+/xop0R0eI8iAsFOIjr2cVemY+9gZu7AePrLfxYEZB7fdY8nuEhIX6XFhIaHsaC2GgsdAhtmeF5ZHOnuOMRfYsZiw00jMWOTWpHS1uko8n9cyY7isscu4WydyIK1cXV7ZuwMjrJ49rhTKCR8daWJpBoxOCjIUZBvJL21F+9tYJO5ubHeL1ibvXFVgYZ1FzyGaa+MgZi9z/8oDl9cKuUcCuPPr4PeXJzliIAyoscKyj17dNY1Wewq6oOwkLidbnU5AOeRczFp2vQ/m0JJ/IxDQ/Su9052uTGYeZr2z86JCwyOtpKFqncbOOqTDoqDxjIRqQ+sDmUlaTSOsZOrrX+G+JSI80n6joVU5Y6NichJf1TSiw0LhRf5XeVj1fc0Jru/K6twUWpL2jxCKvp4GK69/wBD71yU9xxcvVwvP5J8X/N8BFMcZvHqnKHGw5anxew0vXdTzjWU/nZS/5U2500xP51Fdfyik3yF6hmPLnViiHswURtQTfHDqPhNSbvbJR5Kw6yqCz6Mt0i45pYOhv25EujrCI9gZC42bB2Dcbk6DpuoYQzMMUgkRjZNhZfmFbFpVj2hZzXdPREINJeXRBMiQVFoGpfNrK4FIjj6QZLWNvc+0b+ADlvs4SMY0v6RPsyM0W4Tb1o2RGxA9TViczlq3PJxjZoEo4BJer0WbTMqJGYuQT6gNiMSFTFczjY3WRRMzE26b817Y0mNGVsZBRl708NZLR6dzb1qUXjvxMSQupL+XJst8HbmArGGQyhUWkgWA1syO5SJaUkbfRjuvMayJZr4mbNCUWkh3SOIQsvUXRh6q35ce28WQeJkkB1QfAIhbfV5CP5eCeeD82kManZKhUl/1joSNOin7VM0PCIucol8vF+rz17X47LCY+3iTtIzrIhIomPccOYife54M0zur9YmFttnE5clOudswNizyHre7RTyI03vaHhT1fShjK8NOS882rbRWSobLxPC7WCkX5d1NY5D5W/niNRb2Qt6kPNIdJa1jHLBamVtD6c5st66nWpZxJq/HPJj6Ha/IcPhAWk2IOk8YWzqnVS1MeN43PBs2F7bGIvjZ1RfCQ5YCf0EPBhjae8pwQPvJqz8ciOs6NjxcZ7r/3kofykHv8CW984xt5xCMewQ9crga2Z4zxw0e6Dj9IOWp8XoPLJz75CR74wPuy5/J9/OHLf4lffvzdgI6WIYrirZJhZMamLU8jSj6cEdft2MoMSVtITALGpJYCS9gRTk1KrxnwzdjftUOkiSPwzSWmRXVkR5hdBwwhusEUtKCbgRUYYZ4FcSEjjUuH2HNHhNAiXU1beWxjUHCKGTVaJE13zvw0Vq98bGZyKIqy1jF8dEMFOmIc08VICMZN7MKImBbVDfdWmNRM61qOWWRfm4G0FGVI2hZeuwfX+nwReXpnscjHw2YsKB1lPlrPOqCdGzc61hXHKudoD+B11WZcIYMnpna3rFN7UJRFEI9T/0iKyrwiDcbSHPoeYFhYvVrDnLboc9M91RGePo+MaZFu5tjHU400FRWVbj6xvhs8G7759dBxa9bglNzNGOmIZhmrdUhBbhrns1jopWvio1ER3a1jJAPFDDTzlsnzP/L/lzd9GotSZzX3eUtMtIrg7Ri5MRDc4zYG73MS1nEKCxwL8/qOvK4Dn8OB4BJY2dCRru04eRZddCvVUVjYvTfI2pykPpeH1ca29bkh0noL16k8cEcG61Ys8ry1Y2DN4ejt6HyOSfu3HE+tz5UJ+bTBPrf/n/g4nKAXL7vreprDkg+ST1DjPPpaZkaoXnqERUx9nr2wmsPW53VKGyqsItI8jr46VT6+Y+pzeXkbWn++XvCNpzksDOnW593E58XE67Tmfa6X+m4LFraeRxo3eoOPebGvK99Lghua2QM79DoteV9UW7BonQYQ0/jUC6+lOr7z3W7C459+Lx71qEfxD295Iz99t9tz6vVuxo1ucCtufOMbs3PnTg5YAvwo63yGECwn85w/ATHGuOtKrtIhlaPG5zWwjMdjfu7hD+Kdbz+PM+9+C177tt/hmF2WGaJljZqd6E285hjsIGkTWKD2hbLiWOwwZOxvr2tY1PISerOt2OFPVE5ok7Tps0DDHmqWEd8tsABxgcheqrCCcjhXrj8ZGFOHHRCHvnFYtH1gL5az27hRItJHGixX8xDT3KvcaAr0uRYmJG4agcZ3Gri3Y42KY924FPfK7ml9YaR440/peHGnt6EHHEsXx8TYUsdlCEOqbplY1TRsYBGs4pJZ/zTspZfuEalSXuXN1LZA8Oeb3IxF5a9j2pILyZix72YsOtfHrBhg2pK7CG642fcWaLmcmt0o37tF/Da0rHodZULs8A259TEySm3o3MtVeX3tWnEj+/S4FublXiF7dJaIbtzUHIO4lJYusgHvK8m4G4414mnK09LnODI3cifiAFr7VzGe5JL3z7Jvwnvps9vHKvRcC9Ow2O2bXEXNbmwtX8PyXZfjRt6qlRksRm7kml5ize70gmLf62P6nNfCjr0bKtdCrLydtuErUrrEYuzjfMmN89r7euSYWM76wAL9qc+lHZnnsLUNsgcqeD0GyFMtjVDDIhsLfY5zI6JBfEcbP4tELsc0HxcSFpEBLav0PU96XhMigbU0VyM1tT8zOhbRtR914mBG2SwWlke85+2s2O0GjTioJqNWcxzZW55fkPIcrtPnkc30ee7zDcd2yb9nHOGWVWrPJR8Z+7wN/vlujGpRFRhtYHzLlsp1PrVuaQ7bPJBRHOhzbUyWbCmtm+apHmA6yCvotEBayC3rjpXIRYuO7arXxbyfprkaqGioinUz856rLVhEp1j0qX0OH4u8nhXLiIdacy1bf7shX7vgcjbXG2K1xk1uekOWdpqMXO054YVF5+tQzRJNmsPLCYtIx2/90YO43Z1vyFlPeDMf/MCHGY1amklD10VOPuVE/u7v/uEgdsMf3RJjXDnwVVfdctT4vIaVc845h8c+9lfo9Sve9J7f5J73vh3Zs1TRInmMGsU529FV5kNV7Ej/r+hG+10yIAOqdHRkXg7zLul3I+sb57NyyRx7T5YkiYIfpniSoYawE+P21bTJ+1oX966ok8dNka9WfzsCtHzKHSa8IlK8cpbboi3+Vl203d7OLcPHZOp59q+HjscCgRAjvTii68ZUoaHtaqp6mY4176PscZOsUFV4lrK8Ue2bwjLSIBQWZR2yIPMsFur3iqoIYCLVvUGC9MI8/+x5PTJ3TpiX91C/5uj+Oj3TfECWn14KBupPyazkzFMZC7t/8Pb1fDzNYiGtSaawyOPGAr7MGAle19qPIa3+NgZ0hI3/HvwZy6kNmhfluDHDQBzCEosa8SSDB2JM95mCxSRvpfGm+gc3whZQ9L+wiKlvwIKzJum+GuOtPzfzkoWF6BjRDYiK6TlczdQ/H/8y9XcF9GQsWsRz7Xw8LczMLfkDdW/NYWFhbahZ2oKF/mbPqpAO5fQc1j97cRHvuFzLAks+bnL0fB434mcupPEUkae+9udW3ufrU1h0iOssaawSC7UtpD7P/RCYnqN1MYcr8niWzJn47SH9VMywSd31p7DI9yx58iUWumYBW/unscjPDj6eWkosSH2kOUz6Tuwi//ahL/FP7/oC53/sIr72lW+yd88qACeffArf+tY3CVXgV37jnvzhS39lZg7bqYX2DhOj1xyuva7WC/d54Bnc94F3dKN0Jx0d37v0OzzuoX/BmXf+afZfAlenaPcQwnUgRfgRY7z4CFbngOWo8XkNKZdccgn3ue89+exnvsDDH/2zvPQ1vwzVBlk6SOJB9lsZrMOWz0upjFIOJAdO2AIXi2/HOZ+1hM74ndAvtBdEsG/JZwoShhbhP9eqrA9FbXT4NS1bkmvIlvqFLfcJTNefdGVXXKPe8/tGIEbo/JrQ2e9TJT9Tdd0Oi/yXQ8ciP2E7LGaDJrqZeyhgqStqURW1kDD1dLum63poWOQj/gNhIVmj/WCRvqlQlBwesT8sSNfm3jhYLMRE3h8W+X7lk1WvWLSivH/nY1/9sz0WVeqbrVhMl0iJUnnVvHmRe3P/WGRJra74ZhmANA+Lsq+2wyK3p8SiRH97LMoe34pFLO5SzosDYwHl6Nwei0yrKWfJgbDICGyHxfQVh4KF6tql3pyHhXpueyw+/q8X8J5zP89nPv51vv6177J3zypVVXH8tY/lVre8DU964s/x4Ac/mFvf+tasrq6ysrLCi1/2Bzzzab/DGXe+JQ946BmHhMX0aJ7G4rjjd/H2Dz2H333GObzyT87b0stT5Wpge4YQHgC8GDgJuAS4PvBl4FZHsl4HKkellq4B5fl/8Duc9GPX5XuXfpd//cKLePnrfpWqat2AanxZacG5VuJ4Aogsbm+dQ5/6Is3r/VN8tpybV0uFOETR+VR5YWwgunxHjMAE4giiheeI9xU8QCDEDqKI+Xrb13OG/lzjMQWUG3vofxdn1XhYCsIR+d3qZcfJmWdq9xYPUpwnRUpHbxOJBlXAXQAAIABJREFUCG91tSjvCV1VMakhVOa9CiFCHBGicUGJekYZfDKNhT1/5HWdeL32j4VtKYZFl/ohB0JsxUKcwRbJw4QURCAs2uSfycEXo6KuuLcpOBbGCczcvSbdez4WivzP/Er1B96erVhMEK8tcxC3YiFhffWbqTGorpOiXzMWduSuoJ6Q5sU8LKy/xOOdkMd+uw0WuW3W9nYuFqpr7jMFwkiXcT4W0YNfhOc8LEI6MtW4F0/UAoHwuZE5fBqbGjfKy70VCykXbJ3DUmjI64mwsDpupj4lfWceFiH1s7CwekfEIZ7FQgFv+L8utXkai8rHvk4ExI09EBZ1gbkoKrNYBMS7pcBijDiz22HRTc2bjnlYiJcZEY86+DVtMYe3YtG5ukjwZ+R5MY1FnsN5DKuuq2ur3Oy4X+PBd3sx7z733zn2mBN52lOfyRe+8J80Tct3v3Mp73//+3ne857HrW99a8rytCf/Fscet5t///RXi+flQLX9YTE9h9u5WDzr9+7LAUsIR+bf4S2/D5wBXBhjvAGW4eijh/shh7sc9XxejctwOOS2p9+WCy/4L57xvPvz1Oc+xBfjfVh4TYsdAa6gDd94ahtIc1I8Mb05d77QN+zB+HgBy19sWXYmXI7x8TrgMvCMJsalXMEI5Jb7N4YGwsBTJra+0Sw4T2qZEBfo4jp0fYg1TVijin3q6PnGu44qVHRhSKRPrFosf7On7GRIYJnKCfPBNezs2GwHpgmoo+AxdiS+QMNejHeWI2tr+jRchvEO+95mO6rvWHOeYEtkHZMYihB7tHHZ+jasEV2qKtBSBeP1WeSzcbOMS7vihoGy6Iy8z1uUJ9wMyXWCywoJCzMvV72dYLyuFVomWK57Pd/4rR0TWucnindq/a9grAHGAV4iMKBlH0ojGVkFllE+5kzTGBPY6RvfCMuOMkJ51wMbWN71qsBiyftcnF2Ldq9ZYMJlBRarKH+38VeNg2v5oXu0WOSwBWwYFjbOh1T0EU9UPLfOc5qbVqz0BE3ayg5ldW+N/w0q571mLFofN4tuDK0R2OHjfNX7c4SyI7UoyrvPhD30WEnjyY6TMxaGoWmYwoCONWqXAjONRHnRbN7mXNoDH0+tz+EhStmasVjE8nQvFFgY53HifGzz7+9N322L8RR9PKkvjYJg/QU9v3YJ0wq1uY2P84yF2lD7sy3yuk3yWxHjgRrVJmOR53B0nMVjFhbigIrf2TFK42l6Dlv2I2Fh91tL49zm2S43VDeQp9k0J+tt5vDOYg7XBRZLRPal/iS9zPZoHAvz0+5Lc1vcTOvzVaSJG1xXtsSiYU+aw9bnm16vEovNYg6v+RxuHB/N4QmB5RksJj6OjQNuUfCLPPvxfw3UrG+ssrQojv/BlaZpuOzSvdzvobel4TJft3t0rNLjGJ/Da0jwvqbxedCgwDXlkTfecZ7DLessLB/AyNNRzI9+mcQYvx9CqEIIVYzxgyGEFx3pSh2oHDU+r8blVre6BZfv+T6fvuj5nHjSceDHLhYMpGMX85rJGNURUST6Mqt84PpcEaTZM9q5l8eukFckH211ySOgN3vPbhTc4xUixJz9JBKJMRJjQ4gbVN2AupvQho4QBhAbKtapY+0bpMvBRGX16EFoMFaYMoOoDnpCm9qWs29IDFr6dGX2IOl76vgqaySWv6uN0EGwiPycWq482pL0dZmBR8+SJydHxKrvc17jOFU/FQnXCAtFWAuLWOBGwkskBt2rSe21tukw28aNRa9aOEVEaUlFk1BKy9nxpIjVnDmqQBumrjPPTefyRWW/ZL1AeUSlGWn3kKdXbUxYFNjYEV2X+kRGgLQ483jIGGRPW5mlZlDUOWMhb7CwKMdNPgYtM+4IJ/WlDqeFYUAHuUr0kOdwk+oZUxtzX1ZFn4epPsZxXpjpY9WNor722ikpIZlNVfpcsmnifEqxIWPBHCyie2HzsXiJW8/vHlEmspJecWAspudG1s8s57A8axkLjfnpuZ0zOinDUpa50u/5OD3rVJaEDVGFZrFo/VsZCzuwV1atvE7ldVX9MI2FVm2m2lW2WZJTVTGHNQ9ztiONm6wP3EuzJGNhffyPb/0MT3r64w7Z8AT44Ac/SAhw2u1uRH6x1aG61lNh0RL9Za9cmzM1Q22bHicHLlcL63NPCGEn8K/Am0IIlwDNAb5zxMtR4/NqXP77kv/mmc97MCeedB0spEA5mEG5csEEi22BXcAibM1osAhpyCR0y0KiPNmk75uHwaJLdW+Lg825hyM4aR738FS+eIfoRkYwD2elf9RUTUu/WWVhPIT+gFgt+Nv/Dl96Gz+2j1QR2iCyvOVLzkEdA7L4et/aGi14p6KiDebps4jdQMpJjrTrch5qI8QPUr9YP9rvwY0Ii1y2PtIxXA7EUt5pCXVPYyExZwUYKW+yLceWM9yCCAZYVH7GQlHWmTE2jYVS+uX0kBkLtQ3PXGThDaqbjO8+kqmh+Dz4PcwYsWUlpD63wCDzjsndoEA0wyJ6Gyp0nLsVC/NESTi9LrDoJ4zMKBDOGQv1cyz6qMTC+kocPQsmyVhIhFvjKmPRpnovuCFQMYtF9LvafSJdqqv6v0rjZx4WhnlLndqsfPb9dJ+cbWghYRG9f+PUHC6xqAjpXo3jXmJhT7W5HWawUL7vQXoO6X691HZ5Z9X/JRYU9aq8DzIWfSROnnOTU4wtjXOILGzBIh9lm/h6xkJzWEE8mmclFn3vtwZlaCuxsJcgradd0TZLhlHOYYVxlljkPO7R51fGwgy/vmNBGveaw1UaN1rnSiz6qW15nZ3GQsGU0r2lGE82Jzqfw/2insLC1iEz7Pr807s/z+bmhN9+9h/zg5S73vWuhFBxxk2fyZ3udlMe8og7coczb0So6i1Y5PVUSUEGvgZpTxpMjfNAj8n4IOyvq4XtyQOBIfAU4JeA3cDzj2iNDqIc5Xxejct97n0/fv/Zf8vbz/kM+WhLkZYq8hzWxcIimn5L7ZGQ4vvU7nkLvpHaVJcET+cLoJXa07KZFuhOlPVX3o5AD8sbYvyl2j2cvWZE3WzQ60b0Yo+2WqKpa4juUQkVdWUGcOw2qNqWxdEl1M0GVRtQClAzpse+AVgaOZlUZmAPfJmepC2QtJnEos0L3iZtfJa2Tpw4O07WKY6MsR7mFZmkNpfv4i3SUV2gXP+ibwJK1WibRI8yQ4xtaUuI8ycsAsp80vgmtiPdu/INLEe1K7XhAjl/jrQBLFKZJGTd+TPlVZA4dfB793zUyPiQZE3Z52DyPot+n3YGiz7SabQnLSQsxPSzdIbmg+m5HFVIRh7e9sxDzVhANrCkRVuGNtiLl3h5Oao6ejuC32cR4+HlzEm2jUtoHx8rGQv7afcW39LmVOebp0y6RR9B4qrmuWI1tWPOjH+ZlcrGiuZwGQwSid7n8ohpv81zGPfk2cuasMCfbkfepjChlLDSUbW+r308hSm8NJda7/PFAgtlShp4WyUrlTOE2bjRi914CgvpfKqv6tQvwqJD1A6l8BQulRu9dvflNF7KsSLtTpvbSygLU44UF1VAcmBSyMgjTcfiXTKCNbd76KWZ4lnZcIXKJYVsRi0Xc9jmquan1tycoUwjVevWYsIi84g1t40SE3wFVNvyHB67Z1RYRMSxDFTQ9Xn+M/6W257+EywupgDrQyqDwYAPfehDnHbrO/HB9/4XD7n7izi5/6vc9/Yv47JL901hYYa5xlQ9M4e71Oclz/uvX/lvB67EjzDnM4TwihDCnWKM6zHGNsbYxBj/Osb4ZzHG7x+Wh/wQy1Hj82pc/v7v/54n/MYTePwvvZqnPe6NkBaqhTRdqyTJ0gOUyrH2jW7iG5I2QFtkbENb8v+Xl0pSKTJ4Ot+47G1VnoS8oSlNoHkDQuxRtx11cwn9dkLdDaG5nLZepmMnHTWh2gWxpuuGxDiw+8YJvS5Qd6uEdggs0AWQWLGeL+PbFmjlNe754ibjdAfKzS0JnyrlWJ5Qs5Mc/NAjywJZmlHzZChPNogHaO1f9GtkFCvNXo/Ws9/k3OiGRfZG2xbZS/mTW8dCGnlLjrhx/Kze5f1Mo1MGbDYQhMsE02VUysXs0eyxjHGoJm4sqF8sN7WNiwUkVK6czHmDlrj8sm9c0laU90qfy5MRvM+VDtP0J6O/LGRvp47k8WtkcC74plkXWJiXWEaj9Ef1zJzpRy8Xi+goOvNnW8T9ND1JcTwhsJIQkkfZNs5lJFckoycLdFsOcPEtS1mxPIcCyuJk310oNtoBItHkOazxNDuHZaDa9/RyVacxpM/lGdWLVYskofDxnnVudyKPrgwn+ykN2cVUxzwWRoQiH7uwwA10yXHZqYD6fNHb3nNsLYWk9GXNOFLK1DoZbjr1yOOsR0wvisrW1E9jznRDNZ4WkQexKo56g+cVJ60tkiUzDeHg64n0Qm09jUX/QS/xnW3e2PokLNTmgb/+yPvY+OhaLuZwD70QV0nDdidyLOQ1RFiYrJWw0HgSFSmkfOwNWequRhmv7DnLQMd3v72PO978mVz0je/xute+iStSzjzzTM4991y+efF3mUwa3vve93HJd9a57Q2ewvvP+1yawzafBmQagKTA+j6HxwmL6C8fb3z1wRifR+jf4SlfAV4cQvhGCOFFIYSfPGx3vhLK0WP3q3n5ref+Nn/zhr/hn9/zOeCRgLiHvTSp9caf/988ImJ0mbc0c78qN4hwT4kdN5ZFx1jZ05ffzCv/vZcX9RAIEUJs6LVDqtgjhkXqZi9UDaN2iaXRt2j7DU19DMQxVRuJsYVoQUhdqIn1TkJt3lRlwsk1k+/CyOsRIJTcOh2NZk5qSKuEjHZrW45KVX/ZFpO1J7UYduTDTtsELRAhc8HM7xeL+4+K2lI8v7y3opy74pr5WOTjYnldxA8LZD6p9Abrou3ZB54z0UsLMHMlS69jl9omA0n+oDKvtORmxEpTP3apVuK1mXdP/iAZl9NsrqowqizArEMKhtthIeavjD2pNAgL+XiyRq0oB6Sf+8Mi93mXjCt9nrmp8qjOcg7Fv8z5uEssdGJgnylPvNqT48HzHJ6k0Zn5rZrDefRYv3SIcmFzuIGZe8vIzvUTH7GcR+rNjEVWebU+N3H13Jvq28q3pBrllg9MC0DJk1dyZqPPXL0kywBRrTTupK2r8RTJ7VP/1sXn87CwOZznvrWwS97ziDSGhUWJm+ZFSOtGiYV50PNoz1frZUtqAhmLzKvN69VWLCqvYx7/5Xrfdyx66XUyt13XWPtf/8oP8twn/h03uOGpfPUrX+Xkk0/mcJWqqrjnPe/J179+Efe7///kF+/3R4RQsbS0QNM0TCYtbdsSQmD3MTs4+dRjuc1P3ZAz735L7nHfW3HcMTuoqWmI/O7T3sxXL/j2gR/6I6zzGWP8U+BPQwjXBx4OvC6EsAicA/xtjPHCI1rBA5SjxufVuHzxi1/kDne4A8efsJMP/MfvIfJ69Dd/5fCNND5ldRykiM4WGaHpuCX9fz99bkusSO4KmHABecoc1BJn9wCOaDmFiS4VEywat4ojqvE+epddTNXsYNStsLB8AXFljbbaQYhDQjgWYkMTvk/Tux5N3aettGE1SEZKedGVD1seFWXqUU5iHVhlkr7yRJekfwWedJQpE2N6Vi9tBtGlTpRLupQFKf91biDYBoZjEb2vcqBR7s8SC8kmCYtSCqVK35s+jutNYaG25iCUCTEd+U+KOtpxs/Kum7HXoMAIUpt7qe45kKGawcLi8kssxPW08VgX48muMsZbTYlFDqgKRV1Vx4yFAkByXm9h14OEV/RnCwuLnBduOb2m8JQBJP5d7tNyPEX31EW/dw7umpAC7/x7krDRfbv0HGHRFP/KOdxtwUKvexmLPCclN9TzsV5iIVkbjfUwg4WuyeNc9VV/Kv1k5/c0LHL/D9JYzEFMtvbE1If9GSwmCQs7ah+k+am5pUAaEiaak8JCAUYKIhK9oUlYqC6lnJDq1CVaQJlisynqrnkTCiwgS4GVc1jjoud1zFhkbDMWea3S9ypyX8mE1zjXHDbP4FYspNCgkwyTp+qKMaw5LCwkYfeal/8Lz33SOTzrrCdx9gteyg+r9Ho93nve+xmPx3z4wx/mggsu4LjjjuOUU07hete7Hpdeeinv/sdz+ejHPsK//ctXOfeNH2c0GjNY6HPMsTtYX9tkY33Mm895E7/w8F/8odXzqlJijBcBLwJeFEI4DXgt8LvoLf8qWkLcIn59zSwhhBo4H/hWjPF+IYQA/AHwMGxmvzLG+GdzvtcCX/BfL44xPsA/vxXwV8CFwC/HGLsQwuuBewI3jDGOQgjHA+fHGE/dpk6xxEfivAdTznvfu3jA/R7Ebe94Q976oScSqtaPnGpfrE1+RMecZqDowFy525UVx96B7Xi4PJpS/ObQ3/yDf45vrIHGtTYrkd5jR4gtTdxwH0TPfrYTQpxAcwmL4+/SH67CWiBsjlkb72DXCeswaCH0gAUIC8TQMukts9nfxaR/ErHeBZURzy2Pujw+ylEsaRNF0Vap7dLOaxn7safmbUMTLY1hFcp+irSu+1g5/zE4x69JOdJzP8XUf41fu4A8jdbnQ+/nHjry31itWFzZQNlY8pE2tGxi8c12NJY3xuhH5CH3Ocpzv45RCnTEbFe3nmdegR2S1JLOpo7wgntmzHM88rGhDDcTSHqrfWoUpGEbnSKEAwoQMt3O4M+yo17rsY3VlsFKzk+fPbLQsOltM7ka4WpYmPyNHdXJhJBnsEr9ZIaNjH7As8Mo0lYeXHt2z9vUYVIu1gZhJK3LhsaxUKBE5327Sc0OssfQjDXrc3Ex7fO11cjSyij1U+WUlA5pmKqfzHsY58zhKh27Kx+3cTL10tcmDcmQ5ra1b0TrbcjZstTnQ79+IWFkbd5Ex6HC1AybTZRZyI5K88uB1hUdUXe0bKzC4orlZg/pyLvzWap0luUcbsnR2jmDj7ipDSNqX+vwkWaSacMpLKz/xmkOK6DF2mxroLVvCXnxp+ew1kDT5lS+9Jx1q+9GotZNZW+zb6ytNiysjH3ciDfZpDls3HVxstXnQzL3vj8zhwdk+obVVVH19pl42vZik089bE3o0uej9JnGZseEnzzpLO59rwfwute+gStSDmUfO9iyb98+3nPe2/jEJz/BjW58Cve650O46U1uZg6NGOe6N0//8V48/x8OIgf8D6GEW+79TIzx9MNyrxD6wL0w7+fPAB8Gzokxvv1w3P+HVY56PnN5EpYVYJf//hjgFODmbjheZ5vvbcYY53Etngo8ABsQ/wN4r3/eAv8f8MrDVO8t5WOf/AD3u8//4qGPvCP/5/W/juUjrpD+pnIP60ip53nSTc9SWnN2jenjafG142zTnRvTS0ESo+IeI/rswvxI++j5Yh9THuQJ9ehCltqGEPfQ9a5PHe2NfRxG1NW16Op1RivXIx57HDR7aPdBs7SHavL/CNUyVLuI7QbUxyWDs6qWgCXa2FAFS0XZsUmPXUCgZYJxI01ntOd6hWaQ299bRvQ4tmhzRRclaLxEZEjNihvVlmvbtjzLJW28qg3nw5n2oOVSNuOyzy4a1qjoJSzMEzjAwlVi6tuaBSyRXLcFCzOEhvQ993LGYoE26RVCZOw8scax2OWGwS7EB21YpcduWtapnacX2fR6RyJrvvkO6FznT/5E5QFvGdJjhc4Nu75zfWXIwzBhkfOum9HVsU7NblrG9NmRNsfABEurN0KcVqvritdriOWDz1iEpOu64FvyBjW76VilYilhERjTo8eEVX/5WaZNBkuYi4Vt8BN6Kd+11Ut922cFeUZ7zq+1fNvHeH8q13hDO4WF5eO23O0L9BjQsIZpnva8nTsSFsYN7PnzxamGnqs/GBa76FhPWJhXcMHn8IbP4RUfV8aBbOlRs0lgybHY6XN4Txrz+ZkZC9PK3eHjKToWu4ANqgIL43L2adlHxRKmGGDjo+ejZSsWE+/zXWmcz85hBZjULNMy9nG+u2hb8JelrVg07KPyQEhbI4/xObyG8bs7TJd0EfNGDn3dkFbpsrdt5OvpesLCDPm+9615ZqUzq/U0MMRYijtSfc3k3uNtC47FyhQWeN51vZRNz+GlhEUOcFpHudbFu7UzhK1YVGxirEo9f+RzeMTGxpjb3OanDudWddjKrl27+IWffzS/8POPPtJVucIlhHAK8AbgROyt5dV+xD573T2BXwDuC3wK+FvgV2OM61didX/gctT4BEIIJ2MAvgAzGgF+HfjFGGMHEGO85BBvK/JQSZ4BeBnwlBDCX16hSm9Tvvvd7/Izd78PP3vvn+QVr/91fxOWh8jynmevn45rFVsqD0mPCvHSJN+hyEd7s67dG5HzsUviokvP0ndl4oYIoY0sNvuoYmBj4RS6wSmECFU7hm4PHYHNxRsT62tT1Ut0nMiwBZZWWRh5RG5YIcYxIViOaUKPEO3Y3iLilae9B0FeJMgR+rW3tppqW+1v+1lexUKr1O7om8lsv1TuMSR5voL3Rc5vHv36iukc9Dnwy7Bg6t7yhE5jYcEFveI+koZpvS6GRc45nWVYcl1J7bS2CysFzkjLr5fanwMsFCylMaN+6WE+XvWvPFN9qhTsJc9nTP0x2+fWe705n6u+cS4WEeWyVgasvtcx54s3LISVrq9T+yUpM4uFOJ7iQ5Zju05euSq1X883qsAg/X17LPrp3hkL9W3GQt7NzBuV0oA4pPOwyNqbwiL3W8ZCeKqfFeQl7u08LKr0mdYQ9Vd/CouQ+qSX6o2vQ/m501hEN+Bgdj2ZxoL0fBvHFVJ/EKd3eywCNU0z4eKLLmfvpZdxm9veiKqn0xBJikmWqO91z3NYR/pbseim+qqa+pmxCJ4pSVhkFY6qqOM0FjH1eeaDWtsVkFfmjy/rncdNV6whJRaqu/j5eSw2EKGur2YxyldNzmcDPC3G+NkQwgrwmRDCP8cYvzRz3XOANwNPjzFedqXX8gqWo8anlZcBzwTKs4AbAT8fQngQ8D3giTHGr8z57mII4XxswLywcHX/KfAeLCLtL4rrLwY+gkX/vOtwNmI8HvOTp92Gk0+5Nm985zPJWnfiCIn6LsHjHNgS3d+ThZFzkEQW750UV2SRY/HmQhSFvbMMP+gYX4EwkTrAsH8isd5F0+sTQkMIi7QVdOz2jX/DF3IPkahqJoPdTPo/ThUHhLBA7JQpZ0ITTIi+ok8XxrbpxkgMLV3sqMPWMByrp7VNGyT+KZD6iiBOn9qpv2rTUTurmb8pa0w+wlR/ZsGZZhssxEsrpE1S7ToU5JCFmBWOElOfZd6fdPtCUc8GWCDzdRWyQVG3jjKAQeERYiwqmGb6qVWqu0aImLSkdgf3fvbSvdXraoMoC9N9ntucn5WRysFiDTFp/mXBIrUtJxKYxiL6c6PXL780TdOScpAeqZ35/u1UO9Qrem7l9y77VPUr51SJRX6++rWawUI8yK6oTUzPUFCMURvUZ/nZGSPxB0ss1K8Sus/fL59iHMP83dn5omCsrPFatk3jPAeiZS6sGOctNVVRp7J9zTZYiKvbJ/Mu7YpXvuQ9/NnZ72BtbchkPKHrIgSoQqDrIsdfZzdf/O8/T98L/ho1aSb87lPfyFve/DFOu931+bvzfqsY72V4kNiX4qlmLCCPShLXt8RC/Vzmoy/Hhdon7ms5fkJxvTinKrn9WdQ/Fs/XuA6pTVn6KnL5ZRusrQ657W1vy9WqXAWNzxjjd4Dv+P+vhhC+DPwY8KWZ6+5+BKp32Mo13vgMIdwPuCTG+JkQwt2KPy0Awxjj6SGEB2Mk3rvMucX1YozfDiHcEPhACOELMcavxRj/HbjDNo/9Q+CdmHG637K6upr+f319/970hz3swRx77G7e+sGz2FwHZaiQZzMyxASNlVVEckcmUaQ3Ynxzx41OW/TG4AZhQLp8xiXsWIQ4smUwWky0yR1Z4EqIiug0zmbHScRgxlHl19iR5CBtguatMW/P5nqHpYXLOpv4kb8tjkterwriAiG66RaWiIyowhJESxHX0UEwQzq4DmXHhND5lhBcLzHkzb5LvEl5VCyyVfwv42sp84ZpcsrLZ9zIQYGFGKObhHTMnTcwiV0HYGN9TM7yo2wwYNvLApamUULMCirJOpt2f23LxtckeanHjrf6vHbTosOO0sXhrBMWObBoiKSj7PmKeu7IUeeLjlfuxywwbkeltjkKix7GOmsYrlfEFAwh5QQwSSfjz1VOC7BXKb0Y9Xw8WdsyFtr4hz4O+wkL27Kb1OeSYLJ7C8eWnCRBMjp1uqvV1VJmSg7GsFBkssTvLeCr9RSRWaHA+m243iANVWFh9JEO6XzGZERmozCksbCITiOyya+MNCC9TGGh50sCTMEq8rZbGxYxhYYqz2HsJCPLrEk3tqZNWCi63iSIDIvGsTC6idKTbq6PfDx3joWyCUUk3aQodcNCiQxsnIkbG71eWXhcGqI2h9c3NvjVh72ab170PR716Edyxu1/mutf//qceuqpLC8vA3DxxRdzr3vdi69++VJOOnkZ41y2XPhf3+HXfvH/UIXAox71aN7yD29nbXVYzOFs7OU5HHy8lp8ryK9huN7zNmYspud2D3E+DQ3NYXlGZbwKC6nT+rod+ySps6AsTMpENkYScfk0oPX5oOdrfrZ88sPf4PrXvx4/8eO3ntqTfpByoH3sSi1HzvY83p1WKq+OMb569qIQwqnAacAnr6R6XWnlGm98AncGHhBCuA9m0ewKIbwR+CbwFr/mbcDr5n05xvht//l/QwgfwgbK1/b3wBjjV0MInwN+7kCVmyVmzyNqD4dD7vEzd+P8T5/PR758Ntc6QenRLK91dC5XZIJxA40/lXlrIz+ywblPdlzWeo5dIHmDOkaEqGPolhjGBAbOjQyWp50xMVpuZcsT7lI8leVyFx9Tx6tdEUlv+ZaXsKwgDdKfW1gRDzNiPMEVN2tGbogpTndVAAAgAElEQVRs+iGYRWF3rgFnXKpFiAFkwIbK+ICxJkQzyuvo8dZhjSrs8k3OjqZiaBOvUVGwypYTnbNp+cPtSK9hhB2nWZ/XDIgJi9EMFpHGc5Pb1rpKzS7foicsr5ihaId1iyiAIaTNfOCHeNpQBm5AKa52RM5Tvcq0FqFFdas/SfcwbT3rw2ksjPs49iNMHRmanJHx/yyvds/1OTvnG1v716jZbXOgMESNm7ni2JpRsrhiUcW155LunFKQtQgjOWd5jYLk9DITnMtoWEhT0rCwUKC9SMje+IO7HIuhG5BD7EhVkdWWJ9vuvYBkhjIW9kJmpuIEHY+2zjetkAqAoro3qVzAXZq0LR2LK6rj0F9qzIDS/DMDWrSKMXZKoDlswX4NG1Rb5nD26MoIrNMYlmLCCHwOmZj+BOMDSkMzEv0ldN4cNuzB8q4vYS+4UlgwPmjtn3fOjbYY8zFLKz3sRS3PYQXRKC+79cWQ7MFXYIytA+IRt6wS2OmvTRO/R8NDfvaPuOhrl/O5z31+W4mgW93qVlznhOO4y48/hSc9916c9fyH03Tr/Py9f4+b3ewWfOTfPgbAn770FUziXo7dtYidLawicX6bw7v9/2V8WzR85tSb53JxZeTjRi9EE1+37ETGDPghWcPVOOMaT8FfE9SfIY2/BWJsnZ+6gxBisQ9o3Vzyz3akOWwBcgvFeKroWOf0u5zEN75xERd+7T+57U/ecW7fHUo53AFHP1DJjvgjUS49UMCRp8x8C/DkGOO+K6daV165mhE4Dr3EGM+KMZ7sEecPBz4QY3wE8HbgHn7ZXbGo9akSQjg2GPEQj1y/MzOu8f2UFwBPv4LVB+Cnfuo0vvSl/+S885/G9W50jC9srW+6uME0xoyYiRsYEXtzLj+XHEznb8wN5qHSvwmxG0M3JrQb/v0JkRFdmNDS0IUsZ9QRaYPlN+qqSAwy3Ca+AFpAgdVHz5f8UeObodUH/731TdG+M06fq97TP7NEjeV6N9mRLHM0JrDBzrXPsXL5x9h1yUeomg1iu2kLe9wgxCFttEjqNtVRz5240aV+lAxSR8co/c0+2x6LLKnSzGDRAA0WtaqNv01YqB+y/JD9bkoGGTuLeJUUkSJ8C0zdoOyS8Sl5HmvXNBZt0edqs8ZTvi4W7YvpO7lN+fltqldM/dJ4HTuvU5ue1zGiTeNmguSyzAM/nrnP/rDIdZrFIvc/6d6SW+o8knz/WIyRnE/ZtuiGcPQ+7aaen+/XFn27FYsxyr6T6TLqc9XLvjM9hydFXc0DOotF6/Myz8M8f8oxledwN4UFTChxnsVC/ZbncImFnlXKjGk9mh43WUapxCLPv4xBxuflf3Qenzv/G3z0ox8/oDblZ87/HC/64+fz8rPfxy2u8wR+/ISnsLE+5L3n/RNVVVFVFSEEvvX/vrel3d3UujNO9W99jsSpvzUzWHQJi67ox5ii1hsUeV7Ob91rGosGyWDFUK6n5Zgo5/AEO9VpinU9/zvu+GXu8jO34A6n34UXv/jF++2/H60SjtC/A9TKItjfArwpxvjWw9HSq1o56vncvrwQeFMI4SnAGvBYgBDC6cCvxRgfC9wCeFUIQVoYL5xDCp5bYoxfDCF8FrjC4YMXXHAhb3jHb3LLW5+MciCLe9W5t0VkcuP89MCPY0A5giHz5kRKt2NkOzYNxBio4oiFyaUQdjMJu4i1jiArn1Mu/xEWsKCDMV0lblGWrAcYDVs++4kv89lPfJ0vff67/N+vfJvRaMRg0Kfu1QwGNYPBAte59gmsDS/lZrc4hbv+j5txuzNPpderfQODfPQL0hZVW3TkGqkgSChaQQiWJ33SP4760ouo96yxu/so42Nuw3jhZNoKiKYTqJrjdIIs4xLQUZokp+1os3cIWJSLkgKmxN5TkE8WeiYdu5JaoiNaBQqIz6V+yXwxYVynulivSVKoR0T6h5IH0rF9/jwfH4K0La1myjIiXPT/IWGf+YMlFpIP0uc9poXbNU5D+k/XkvpH2p71AbGI6ek5ACnxfFM/deRc0nk8HQiL8m+Zn4vfi6Id4knW0MHm5piFlZysINc1Y5FFy/M4LyW7dO/O+7Rzb2Cuq30382bzT/nKqzR+rG0hjX/LW2ZtzQFnAVFsYtE24VkXeNu4qdxbZ3NC2gIaUxlPjWWJkSmwqBxPwkLfERZKPgAVk2bC2c95K89/wbO42c1uxsGUpz/1uTzqEY/jt3/nufT6PZ79rGeza9eu9Pder+Y739zLLW8FeR0tudiljBpIAL8cG2yDBYhZbVhEHzd5Dtf+9zIJQnDcCizCViwy/78i93eYwqKsA+k7gV998s/ykQ98maVlJRm5GpTqqsf5dJnH1wBfjjG+5EjX54dVjup8XoXLwep8nnbaafQWh7zn488ip1NTmr9Iy6YvTUohJ5K/cW/s+M+3u2h8xEhLFRbJ/LaalnXohvS6hlitEKsFX2A30SIFEFznLmtXWllfg+c+8U28712fZu/edZpJS11XrKzs5IQTrsupp57Kzp07GY1GjMdjJpMJ4/GYlZUVvv3tb/Od73yb7192GV3bsXPnEj92yrW5xa1P5g4/fX3+5/1uwynXO4XMkxui3MzlQmrekhHiP4WUPnNE1VzK8sbXifUO2t4JtNVuYhjS0dJVNYQ+gUUIWVNTotaVp0Gc9lb0Mdml9qCxCCm1YY/N1YqFlVV0LJs3WfEuc2RrfknYHxbihS1ivK6GznmrOU1jD6WHzMfKC36fnAM+soZxE5VCVOPGjsoDOYhEWCjNYU7lujEXi7XVCUsr69jG2S/aUPLnLIWe1ce92zTYMeyOAocDYxGczqF+69i3BYvIyMaIH/8q0vpAWGSj2NJUTpoh5775w3z6Y1/hwi9+j/930aV8/9K9DDfHnHzyyXz7299iaXmBM868BW9+z9MIlZipW7EwHKRJuuJzWMEvhkWWtbIo9pa1g8Yi318vjGEGi8afvZTG08FikVOCBjZWYWFlbQsW8+fwgbGQwRVcp/UNf/U+zvqNv2E4zOPnipYdO5Z54Ssewy/88l22YBFSPnZTCWhZnYvF6uoGyyujKSy2m8P5/tJf1hyeHDQWIXF2bfR3rqEqLCLlHJb+pc3hr3/9W9zpps/m0Y95JH/1l3MZaAddfhg6n9uV/ep8/kQvnv/2Y66UesyWcOPvb6vzGUI4E/g3TD9cb5XPiTH+45VVvyujHPV8Xg3KGWecwbvecy7yQEqU2aLMB1RYNKo2xpYRxvtTTmZFmY6o6dP623iIC8SQsxIFamLVM6PM+ZCKsjXZDmWAMa+Vvbn3+f6lazzjf7+O897xGXbt3sVjf+V/c7e73Y0zzzxzypuwXZldrL72ta/x7ne/m4985CN8/j8+wz+/+7Oc9YRzqOuKax23mxvc+ERuc/op/PQ9b8pdf/Z0lhcHdIyRBIt4jTm/tG1qTW8Ha7tOJ8QxoXVuWlwkcDlVt5Ou6ojBDPEuBRJJkN2MD/MoL2DHiRJCP3gsjJ82ppRDykEAykokr4h5KbuDxmKRzjf/7DFUzvIhpA2wJaLUltlQsbpqg6zTOFNQVedUj+wtGaEc27YJWp9Xadz10ctSO4WFecsqz00ub5rx0ywAI9dBWChgRakw64PGonL9w+wt24qFefHFu6wPAYtFImM++qH/4kW/8zY+/bEvUfdqTjjxOG5w6k144P3vzu1vf3vufve7s7y8zFe+8hU+9alP8exnP4v73vkPeM/Hn7sfLHL2mSx2Po1F8ICynCr0ULCwIBrlP9+KhXEGs2e1f9BYhHStct73tmChSPWYPNf/P3vnHWdFdb7x7zlz7927y+4CS0exQBRQVCyEgBV7jCUqMUUU9WeJFaJGg8YkiprYNbZEYzR2jbEbGzbUIGhswQ5iV1AJsP3eO3N+f7znnZktIERgEff1s+5ldu7MOec5M/POe973eZYOC8mN1mIcuOGqJ9lsxLCvvM8si5Xlc3w+d0G7WFifa25RSqXcYrGQcUmwSOaNkN63xUKvYb0OM0uNhQQQJAdWCzRbYiH5vTaOqNsYi/paYRV4661ZRFGEtatJxt6qF/jEOfcMq2TLlq91Op+rgfXq1Yv/zq9DVThaLnIqLUsyl5WdLiEFcX6bLLfYKIKoSSiNYnYPizGtl1B1uSwhFEluahHvz5nHCYfdyDOPv07ffr245pq/Mn78+K/d30GDBjFhwgQmTJgQbyuVSkydOpWHH36Y52ZM5f47XuLaKx+nVCxRXl7GOoP6csDhYzjk6B0wFnSpKb18pyMXGUuQyeIwOBfiwjpxh6IQYw2YhFCF+CjG918jNDoaxMddOiyS0Wzv//JAsC2OujRYaJTJtjmqLj2nW5nelpDr2PgvLclukq2a4KBHT5ajHek+tDRHSyxUUlM/2Xi7LtrrcmvrFjla9n/psUiqqZViqi0WLjUWS4tFWCoxfu8rePSBl9hk+IbcfPMt7Ldf+3WGtbW1jBo1ilGjRrHrrrsydOhQXpw+my1GDl4sFjomS8ZCl/gT6qulwSJJ30hme1ssEnqgZAyWDguT6kXbeaMCpclcXBYsdHYA1PSo4qXn36VUKpHJLJ9HXnl5ns/nLVoCFq2vxfaxaNmHltfVkrBIz7dlwcLG19nisEhTPiVYbLjxmkx56bfsPvr35HJZ1hk4gO/vsge77747o0aNWqogwqpnci/vtI6x1eT15dtrZ5xxBpMnT2aH729CGC9tKU+kJp0bQhrQgpsIlfjTqF1ICb+8bEJwBWz4X4JwPi5chItK8d7yW5PeEx30kGZUknHmq++y68hfM3LQJD5+r5Z77r2bTz6eu1wcz8VZJpNh++2355xzzuGpJ6bxycfzKBaKzJ07l8svv5I1+q/Lb46/gT22OtP3Q4t5mtCilij+LxmnyDQRBTlCmyG0wl8qi5slQl8kJMUjof+OFqhIpXeoSf+UUudICp70XPoXaVMpHun0d0I/9mJh3HbFQvZVeT5ZolPan9DjHMXHVxyTYictxkrj6eJ+qUSh6j8LVVJynKStIcV4ezyO8bGkuKn1cVUzW/Zr9GPcCot4DNPFY0m7pOio0bclwSL5W+TP3R4WYXyc1lhIWwxaIJLGImmD4OFSY/Hl/AUM6z+RZ598k6lTp/LSi/9ZrOPZ2gYPHky37lVMefAlf8xmNNUjjUUaxwTX9LzR+dXUBgvlmVVJzIhE3177FcYFaSGtsQBVla9P4VmKj68SmVr41BoLGbNS3I40Fnrf0mKxllgk/dB52hqLBMuQv941kWKxmR49arj22q+3ZKxWWVnBl18sjMcljYWOrcoOp7EI434KfZy4hq2x0L4V22BB/LmxHSyS80vRWvLvBIvQj6Pe+1uOp7iwzWjBVvoeMHhYb2Yt+DM33PcLNtikL7ffcRO77/4DunbtSiYT0K17N4YMHcJRRx/JrNmzlss4r1AziPPZET+d1pnzuSrb0uR8Tp8+nR/9aF8+/Ohj1lq3B8f/Zg9+PH4kyj0ptxZd3gpJ8uS8brJz4PIYkwODKAdFTQRRrfzNVBEFlYRW+fI0Z0uVR4rUNxR48uGZPPP4m0yd8haz3/qUDYcN5Yor/8jWW+74tcdheeUIvfHGGwwbtiHX3XMEO+4+DKUSSapN5UYuEpY2jp+EvqJUltkzcQxCq3lVl9nGtDzipKi0oPIjqiymRCFEw1oicEW/HWRZWfLC6mubqagSVoBEp104MvEPZqVOUiySKv5yVK8c734KNVHWt0e4EJ1/SKqOs+pkyzcafCRH9eaVJkhyA2XJvtzHUaRvBuV87OJH3XnnISTJfVTye63wBqGgEU7Bhtos+aoGXCsskmNFfmx1uVYethJfy/u/t8RCqIIk7zLRmy/4Mc+jaklC06N9y8fxIhk763FNYyG8o6pPb+OCkpCdR5zJ3I8bmDVrDl0qdDwWb63n+fDNB9Orb54bHziGkCYCn+Zh/HxL8k2liCTJ3VY9cVnaNZ7eRyvEVTlIqa4Scn35ThoLuTaErkv5NFVHPfR425h/VLFo8nEznZsZlHUg4ZQtQ/M462ubqKgyqfkk347ivpVSWJhW86YcJUNPrmHJkbY+lcCQob6plsPHXsf0p99l4cKFX4nFV9kWIzahW++Qmx840Y95KTXmkmsq10vRO3OOtPZ6RDONtVnKqkRQI42F8roqh2pSgFTy17z2LWqBRXINZ+NrTK7hNBZyrIg6jC9ksl6+VpzRJiRtoJjCIn0NK3+wje81TU2NvDzjfV6ePo8Xp7/L9Gff5It5tbwz620GrjuozditMjmfG2fdC/d1XyntaG1mnc+Xm7b7N9U6l92/4TZy5Eg++OAjZs1+i4kTjueEQ2/glKNv4Sfjt+XMS8ZhM0JjIvlGBZQX0VCiRDPGZQnCLzGmJ85kiEwTxuQIbW8wDRhXAyZg5ssf8I8b/s2zT81kzjvzaG4uEoWOKIqIIkc2m6V3714MGzaMu+54iGEbbtzRQ9PGhg4dSvfuNbz6wjx23F2cKskrayIpnKlF+Phy/mEsBO7GyU3XGovmTcmjUJL8xZHJ+h/hnDQxKXkGPHGzEOrncV4nHZCXgPiloBnRmAYtDlBSe3EinH9IZ1DSduMLBjSXUZeO5eFS8N8Vd1kcuZzfIxc7E1IkEXhHTYnnHYYu/kFTwFKFoSjzxnMaGs9tmlB4aWGSOpn1fnxC388uSNVtQ4vtKgGYFOho5X4ZNn7pKUuNi6hb4Z0oeaR6fsN2sJBcuRKixy2a8tZzkQoWWniQJSEwVwdNqI0SUvi2WEAt8mCXcxrKeP2Vj1hjQF9yuf/tNlvVpTdNDXW+j4pLwbcpk8KizLdPeD4jFmK8QyH5gJUeiwLCCarjLY56FI+5Kjupc+tQblUls9eXFhCXXMfM+N+6mGz9vEl4Nov+s+qtKxb64rf4MU+I+lX9LJ+aNyofKaINeg0n17bkP5bnK9h93815+rE3/ycsWlvXbl1ZuOATjH8JcixodQ1XeiyaPBbN/lrJ+TYpEb2KRCRYiBBIUqiWXMO5GBXj82FN7Cgafz9RYv187Ay3xCLvX7z0BUCvIXkmyMuJBiq0dqCu1TWcQV92LXnK81lGbjOI0dtsiuaAb7bWLznq6EN56J9PLJfx7rTVzzqdz9XEvjNoMPff/wCFQoHTTz+diy++iHvvmM59z/yGddfrQqLxm/PvshbrAgKXJROF5IrzMNbSHECYKcfZLBHlfPzhAsbteSGv/+c9evbqyfBNNmXcr4/mO9/5Dl27dqW6upqBAwdSU1PT0UOwVFYqFSgWHAE5VJc68p8lYqLbs96xFMUgR5aADMYFSM6n3KCVCgkfDdZsu8Tp1MiaOGTERTugikVy/qz/pri+8oApesew5KN2ojBlESqXRB88UX5yvhAoiB8c+GM7HKL6ki4ykQee6o3b1HbAR2pUpV1oX+R82gcl0A+wvm8SkQl8W4mjaOJIBihBuUSRhRQnGfOkYCrwbc3676axwB+fFg/zhHanPSxEFUYf2hoZ0z0SLJSEPyQhNjfY2PlsHwvV3ZZ5JAVIj7wwme2Hn8qTU//JTtvvvcxzNZfN0VjQKG6BRGGrzGPdGguZN7J/FhWnbI2FRoFtjLNDo95BHB02MRbitNpU5DOZHzJOaSwMeGzlPAkdE/E8t62w0D5oVN4gL0JtsYjiApkSASGq967XUHINt8TCkWHGs7Pp16/fMuPQnmUzGUoFfQmMcOTQAsT2sRAlNKVcsv6+sXgsVONerwk9drZdLByqwW7j+SzO9+KwyMTf1WtYrv5sGyxUoU2OXUbgMVw8FiFffl7LzrsoTfYqbJ1L4B1mnc7nama5XI6zzjqLU089lVFbbsH2m0zixY/OoWdNngiLc/JGGxmvmmEiIEcQ/RcbWUrOUMz2JnKOE4+4mZv/OpX11h/IW2+9zXrrrdfR3ftadtttt1FbW8eEU3aNb9AJn6IWuTjvbCllTYRxgY8iJCyLSepCmo9R+fpK/uav7IgiGej8b/mm6iZn4mPJElfgv6OykFHqmNnUdhe3T7n7iFsmLqU4hOk2a1W+tlmjdmoaVdHzJkkJyv0nUUWt1tUIVhlFlFtVx0CisLpYrvFbKTyJ4vYoIVNrLEw8XjpO2sIwdY6kFCXRLnepPrePhRZRJAU4WtmrGuA6pkVMnL6ii7v4vi0eCy2IeeX59wBY7ztLxy3Z2qy1lEqqRa/n15SAjF8KTTh6RQM9oITEinW7/KgsZoSqPeHlFRMsJKqfoTye/zrqsp9ydarud4iWDSgWCW8sbbBI5oeMk7xWhSRYCF4S+SuRFMbofAri85pWWLQsrlGnOfJb5JoOwwi7nHgd533+OTW9quJ2aUpKUvAjfYliLAIStSfFwrXBIl1UFRL6JJ+09npEoq6Gx8LEd6slY5G+hpMx13nT+hpWiiYXX4NLxkLvgVdd8jCFQonjjp60XMZ6hVqn89lh1ul8rqZWUVHBS/+eyboDB7DHlufy7BuTEf5F5XcLcEachyjTg5KzRFGRMFtDbX0T2270G76cV89f/nINBx98cEd352vbeeedx8knn8wBh29PRaVEVkK/ZClycioPmSH0VEwieSjKMkKp0oAx5f6zcPGJwyNLyPJoFx1sLQwIqECyqUSuUcsFRDbS+e15Il9kYylHqVsCyhF9A3E+Ik81lHxW+btG7+gFRF6SEIzP9xKqlcjnhMkDMYsuQyvvYuT7IE6N8l+W+fy9PELD0uQjShUkPJ8Q0ojGJiVKJjyfmqcohRctl421z5q32hILXaINfB/yQODPoxKG9cgyK3F7JR9T8k2ln4vDotmfpxFZfiz3bQ0wdEG4MMUpjXwOnI0/l/uH/eKxKBYsJ/78z9x63VR+Nel41llrg/9pzs77/GPWWEfGMo2F9F/zIVVCssq7EY0EPtcxkaeVtloqCKmLnYckB1jnX+SviwbfN+s/Z1Kf894VbUTzDZWHNpFkzXqsyvxcUdnIMiS3OeevLZHElSXdRfH1pFiI6n2zx834+Sf0RO1hIfOm0Z9fruHAy71GFNhqzGDuuPFZiqUC2Uzuf8JEbcyY7bj4wis4atzlnPqHH7HGmj1bXcMyV7NUEFKPOoZpLKChDRZyDdf7fra9huWlTKLgkkKh0qtZf/8qb4FFWDLcdN0jvPLCR8yZ9Tmffjyf+Z/XUyyUyJVl6Nq9nCHDBvCDfbbgR+O2Ql6/C1ifNiBYZPw1XFwsFoYcC+sWcti+V/Hkoy/xu8m/Wm7MAivUOn3PDrNvwOzotP/VrLXcfNPtbLPN1lgHytVpNLLkfNzG5mnO9SEiZN68JrYadjK5bBkfffTxN2Y5fUm2977f5967H+bMCw/msInbE1GfcoTSyjaaq1hMRdEszkT+Ydwcv/EnikJAvAyuSjEBstyXkNvbmK/PoAtcGs0Sp8V4903UX9LUKkqZlETa5Pwa5UyiGknEUjlHDaowEyJLcM1x+zW6qJrlyu0HadqmhIbLxluU21L7HKH63km8TI+UKP4kHKFp9RS3lFiARJBzJFHblljo/E4ic0uLhbg8+Gsj3W/FIk0V1JIkJ8Hi4Xtf5LLz7uffz71LvjzPtdf/ifHjDl+muZq2uXPnsfXO310CFul5o7jTAgvVoNcxXTYsjJ8fZb63YQssktxg5aJtDwvXLhaybwlNd2gfC3W0EhqgpcMiAB//dfF1GjF23GhOOPw6LrvsMn4x8fj/GReAC867lAFrDeDcP1zAZmtNYP2ha3H1HYczeGif+N6RUCqZxWJBGyyAeA4Gi8GihGnV1zQWURRyz9+nc/n5d/Pqix+QzWXo06cnffv1ZtNNN2Po4E3oWdOXL+fP5c23X+U/r77JcQdfza+Ovp6Djx7Dr87cA2v1Wlk6LF5+/n322PpMulZ348knn2Sbbbb5WuO7UkxvoJ3WIdbpfK7mdt5551LdtZzIFTGm4G8YRX8zU+qeEsYGzHrnM3bY9Lf079+HV199jfJ85Vcef1W3y6+4nPvueZS7njqJ0VtthGrJO5+ob1E96TCOIKjmtMYqnCcjj/z2tBayLLyX/HH0Bi15UMRLvlr1ChKRkxt7Ggv8doNqWOsytdI0CQWOPsCiOAdREv/VAYh8nqhKXlpP1YJfAnTxtiRqJg9/0YOWx6YWHUSEiNazRDalOrzFvPHHFNKthArJeOfXxdtV91pSD2RkF4eFaxcLOYbW8ZY8Fro87nyUuhQ7vcuCBTHeLAaLUuqcQQss5s37kh03OZcv5tWyyaYbcPU1V3DguEO/NhH3gv/WssHG/VHd7/awkLaC8cvU7WGhylZKEbb0WER+3yA+dmssVHPepsb2q7EopuY+fl62xSLpg0THlwYLvS5ocQ3LfAqsZbtdNuKyS7++8wkw8diTmHjsSbz22muMHbs3Pxh1Fm/OvxBjVR/dpMa8LRYSEW6Nhc5tpU8SLObN+y//N/Yi6hY1s9s+wzn+lH3JZLItsHjumTe56IwpTJv6FmEYMeK7w7nrrovYc88ffmVfmpqaOHnSRK48/xq+mLeIi/7yfxjCpcKiFBUYu+M5jBo9ksenTP2GEdB3ep8dZZ3O52psU6dO5d577+PWBw9DlSqMwz8gVCJPHJDXXnyf74+ezCabbMy0ac8R2NVjatx007X0W7M7I7daN3awxHEqoNQzkmcVxjdX+Sx0RomCUVs+zITuPHmAOOcdKFPyjoASYEv1uC6ZuTj3UpRD9O/KaSixUSn2iOKlf6kAVi5OcdBC/6NOQfKQSx7G0gfZRx/c2dSxjP+tXJsllAxJtunLSgnl9tRIqYsdDn0IajW2RrYs+KVB4vaqU9AaCxkD4n60xCKJGpFql1K+4PtcRHXDlRfTkTiRi8dC22oWg0Upni9JhLTIu7M/YcfhZ9CnTz/m1H5CRUXF15uw3qZPn06hUOQHYzchoRZqDwtta1Lxn8ZC26px6PawkPEK28FCefR/+yIAACAASURBVF+FX1N+t8RCl9QjovjfaSySvM/WWGg+bpKu0RaLEokKWdQOFkXvICXXRfISqdKSNrW9xKSzd2G7Yb+nqamJfD6/XLDacMMNeeWVmVRXV3Huafcy6ax9fbu05K01FppTHrVzXej9RHNeSzQVGtlinV/Qq3cPNtxgYy77w6NcNPlBRoxen4Hr9WXmy+/yzpuf0dhQYOgGg7noovP5+RHHLJMTmM/nueSiP9G1WzUXnHcJF/7lAGgHC1nu11QLad8dNzxPY0ORKY88+c1zPFdBbfdvi32TZkqnLYNFUcTee+/F9rsOZ9udNyNjusrNzGUJXFeIIjKRJSDP88/OYZeRpzNmu+2ZMf2F1cbxBLjh+tuY+8kCJh50O0pRkqErEBFQQ8IjmSHj6XYCatCKX0sFGbphiMjQI3asMq7GO/IRGWqQB0uODDVI2VCFz+sEyBLQHVlSzGN9rqKhEks3pEa93Od4QkA3ZHk58scU/sgM3VFalICeBAhPqJxfqtVz1AAhGSrJ0hOVW81Sg8GRobuPKIo0nxwz9O2Tamj5XOm3d0Xy/Kxvq1Rcy/EyOHIEdPdOQ0DGc01KlXxX5BaTI0NXDJE/dnm7WGi1riVPhmo/jj1RTs0sPeLHeYYeqMSnjHlEQJU/v1b890AWLyvQZXaoQGiVIixdYixkm1RLCxZS0a5YSJ1wDyTnVbB46fkP2HbD3zJkyBDeeXv2cnM8Ac47/2zWXrcvXfJ95KUR4/svFFKKRZIb7AsH6e6d7BwZKpGkBxnzBIvK1LwRqiyZ51V+jvRA6a7knM6PY09UgjVLDz8/qv08t37Mu2P8vBEZxwyGCiw1CJdAFcbLO1o/byQNoAvKCapYyHyqQWnDBAu5zgKq/bypIkN3JHc3G1+rge+DFvVk/fYNNxyGtYaZM2cuN6xACj0nnXISV5z/KI0NBQK6YahMYVGO9debQ+VKy9vFIkcPNOUmQw/+9cSbFIsRc979iAf/+TB1dQ1cfuUVuEJXnpnyLr1q1uOMM85i4aKFvDbzDY468rj/2Qk86Zen0FBf8A6nYiFV8BmqsDgCqlpgce+tr7LRxht8M3I8O22VsU7ncwlmjOljjLnIGPOOMabJGDPPGPMvY8yxxphVek36kEN/RmNjI9feOQGMxRlP32O7gM1go0A0zF2eow+8mu+NGsVDDz3U0c1e7jZo0CDuuedebrv+CSafdKd3ZJSWRNwOcXjKUJoRyY9UEmyVXMxjXICNspjIYKOQwGWxzoJTpykHxmKNOiGShyacoEIsj38Yac5UIsMnXH9apyrtBBM7R8JJaf0DSrM9paBDaWuMfwjnieJolx4rQ0IGnov7LA/nLDFZvQPjABdinFJOZUmyvISWJd03OUeZ3yOb+rdN9Vd5NyHJG0tjoXQymsfpEKJ8cZgUC+v5DpVrUCmihOMwIorbKW22rhycw7ocOJUcJIVLgoWNxzxLoi1vvbOklcKCxaP/fIndRp3O9jtszQvPv7zcIz6PPfYke+030o9fniRBzfgxSLBIxl6FAJSOKeHdbDkXwKYcxuTYDuV7TbAI/BiVkWSaCh5SfKJSjAFK6SVFTDnwvKwmPrb1c0nnjM4N4r5YP2+SeUULLPRaISZyd/GxkmtY+T1z/pwJOf/HHywgihzrrLPOcsUL4LRfn05ll0qOOeAaNE9XsZB5k0epxZJruC0WLp7XZRgCwtBhjSGwkiJhreXwQw9n2rRpvPfeezz6yKOccPwJVFV+feL2irzIZIYlF2ORXM9SEKV8AopFrz5d+fDDj4miaPEHXlXNdNBPp3U6n4szY8w6wIvArsBpwGbA9sD5wA7Anh3Vtq+yV199leuvu50/XnME5bkMOOdXMz3NSaTEHAEY+GDOPM46+6yObPIKte9///tce+21XHnR/Wy38SQWLKgn0TAGfYAllhCeJEQ6gJM8QCGdFxlSXISSyTj/nfSPbm/5dzlnQpeSbEtbmkol3daW50kruictaX1/M6lvulbb4/66EBOV5LcexxmvghXinPMOXPLtlsdMaGJMm/4pLZLunWjHS9siWmOhx0iXlCRtl4yz1t/QfVru5/z/W/8t2ac1Fi3Ra4nFdX+ewv57nMP+B47lwQceb3O0r2uzZ89mwX8XceQJu5OMk76oaB/0xUktwYJ4L7MYLNL7tMUi/bs1Fumti8MiaVF7816P1haLlldGsqU1FmJtr4uW11563iRjc81lU6jp0Y2ePXuyvM1ay/U3/pUH736R4w65MuWMqYPu/icsqrtWeMqtFW/WWoIgYMo//+PP7tpg1BqLyRfvT+2iRYz90b4rpY3L1TrlNTvMOp3PxduVyFrWFs65W51zrzvnZjrn7nTO/RC4BcAY09UYc5WPitYaY54yxsSyWcaYg4wxdcaYHYwxM40x9caYJ4wx66ZPZozZwxjzbx9hnWOMib3BSZMmsfnmm7dp4OjRo5kwYQIAzz//PDvvvDM9e/Zk0003pbwix5pr9cDRhHWSFyU3DV8oYx1RUI4zRfr2r+HiCy9eAUO46tj48eOZPWs2C+Y3s0m/Y3jswZdRwmd5OGkuWomkCtwgy7MBjiacEcoejCGymocGoqADUiQgdEt6k5YLrOQfJIUYA3UMbOr8mq+X7CvfFWtCczpN7EoZhLrG+fZK9pwcRyuNje9XhEoNmlReIFhwBZwrgCtiCbEuFKeTAs41QdRIEDYThM0YVx873NoX69ub5LC6ePxM/DfNL5W95fuS66b8h1E8TuJYqdxjkhuIP47mIOrYiqa7jqQFjCuBS7ZDCWuU4VPPUmyBheKU5OFqUU+B92d/xuXnPcCwvidw8lHXcfIpE/jbX29bytm3bPaH886gd99u9OhZ4Xst+b7JK07RRyFFUlSLfExc4KPjpLmtpgUWMkqNfj+ZTxKHEzop6buOheY5FyEeqdC3RKiskteRkm+X5JVKu5L/kpzPIlrvbvxxkwK+9LyPYpQTLJxvi86b1tewnjcgXUxnCKhvqOUvl/+TffYeu1xwas92321v7rznJu648WkGdj2Is0/5B4sWLfQtL5AwBTh0jaM1FjbOtS3y5msfsu+O5zDyeytPiXHwkPW4/s9PxlgIvgVUI97Fs0yw6NqtjFsemsB9997H0KFDmTdv3kpr69cyg6wIdsBPp9Gp7d6eGWNqgC+AU5xzf1jCfgZ4GlgInA7MB8YDE4DBzrlPjTEHAVcDTwGnAE3A34B5zrld/HF2Af7uvzcVWAv4E7C+c47XX3+dDTfckBdeeCF2QufMmcPAgQOZMWMGI0aM4PHHH+fjjz9miy22YKONhrHdThvywnOzee6tyXTvIUthgfPLctYRmhzOyMPr/ttf54ifXsH773/AmmuuuZxH8+vb8tQCjqKI/Q8cy203380VNx3Cvj/dBvyDK6TOL00XCKgiYQQQHWR5uFb6h3QDOF8pbJoIqERyzBoRInDh5wtimclmHBnPTxn4PD2DPKiD2ImU5XVZGq+vzZCvqvO8lBWozKZUntZDvHwnuuLCIFpHQrodIpyXERH1SL6eyGSKGkxERJ30wzUQuHK/4N2Mo5zQRpiwjkwUEGCJTJHIVhCagMiKXGBAHpXoUz7PgCp/HKWAafa8gOVxW8WtLyK0V+Ut2tpQC2VVi9piES2IXZbINZGh2kvCNuDI4kwT1ud3WmeIaCIyFue5FYNY47wtFgnlFHz4wUdc+odHePbxt5n76QLqaptxztGlSwW77rYdf/7T3+hRs/wjZzrPNx4+hH4D8tx43/FAs3+1Eb124XHMtpo3+H7TDhbC7YtPL2gPCy0saotFGM8boZ1KsIioQwqEmnzOp+QfR9TjfLssFSQqUk1trgtlaaivDSirWtgGi4hmpLo6j6bDJFKd9eAVg9LXReT5X6EYt8tRJKSOfba9jHden8e8uV+s8MKYQqHASb+ayDVXX09dXT3dulfQb83uGGOw1mKtoVevvsz/72dYG2CtwdoAYw3WCu3S7Lc+Y+6nC9l6m1E8+cQzK62Y54+XXswvJp7ANXccw257b5TCouCvXZmPrbH47KMF7L3thXz84ZdcdfWfOWj8Ie0ef5XRdh9e5p5/pO9KaUdrs30++NZru3dGPtu39ZCn1FvpjcaYj3wUs84Y8ydgDDAcGOucm+Gcm+WcOw14Fzgg9dUMcLTf51Vk6X6MMUbH/1TgPOfctc652c65J4CTAZxzbLDBBgwfPpzbbksiLTfddBPrr78+I0aMAGD77bfngAMO4Msv5xJFjpvum0hZPsPjD7+FcxYbFbFRM9YVcBisycTv3nvuN4Jefbpx4okTl/9IrmJmreWWG+9kwsQJHHPAtfzn5Q/RZc0kmqbv+8qvCcZZcBE4A87inMMYG6+cGU9ZkyyGGlSfHJQ9UuNuqvYi7IwqXykLbZZk4dyl2pEsQhuUfzLJG5PjpXkVlY/RxJ9Ni9+eh9AlC33E5xc3IohCrGvyUTfl9MthTBD3z8Xf1hxWS6KEouOqOaJJW7W/yUK8i/u/OCwkapCLI3nJcZXHU0dKBBScIbVdJT7bx8IBn32ykC2HTmKLtX/Ng3e+zvCNR/Pb03/DSy+/QBiG1NXVc8ftD6wQxzNtn336OYOHDUDnjfW5l8TjE6AaQRpDljFsDwsTY744LGiBY4JFOre3ZfqELiHrMQLSC/xpLIjb2Pa6SNoKrbFI2kWL/bVd6SsjfV24Vu2SayjgtmunM/3pt3nk4SkrxYnL5XJcfOEV1NbW8d5773HU0ccydP0RDP7OZgxceyMG9N+A3j3WoXfN+tRUr0t1xQAqcv0os70Jot6YUg177TWW/8x8galP/WulVpEfd+xEjjzq5/zf2EuZfPJdPksrzcHbPhZ916xixuwLOPjoHTjk4EPZfsetCaOVky7wv5re11b2T6d1Ui0tq22N3NGuAvLA5kAF8LlpmceRBwal/t3snEs7sp8g1RfdkGjp5sB3jTEnp/axAJ999hn9+vVj3LhxXHbZZZx77rmAOJ/jxo2Ld543bx6nnXYat956MwCDuh1FY2OBTz5cQGC0QMHiTJKEH/hlucDlmHDSDzjtxJuZP3/+akEs/1V20YUX8dIr09hjq8m8/MHldKspJ/D6zFr4kOQCqs6xVJ/LAy8HLoM1ysgphTP4KnJLEatFPP5xbH0hgW5XIc8WWJBDJPly/nEsxRNSHJRBIomluK3ywA18uxONaeXxlKIBqYSWIgZta+D7J+12JsQYX1SFwUTiYGPyOFOFMTkwJdnHOERJSM4Vxe2UB40WxOC3S5GT6IZrMYWY8e3KI+opOe88RO1jYbRwKYczFkMXiWx4IuyAjB8TpXpaeixu+9tz/OLQq1h34Fq8//77rLXWWitlHrZntYvqGbrh2livW6962SKcqQVgKs0oKQKBL9BpDwsZc53PS4+FRMa1+IiWWPhxNnGblOdTGRO+GgtxoLP+cZxNYWTivksFvxS+6HUhxyvDelWp9q4LFx8DvvhiASf9/BaOnXAkm2222YqGr42tvfbanDW57QLayowALqtddunlDBk8lBNOOJ5br3uWa/5+DCO3GbBELISTNMtZFx3Mvj8bzV7bnsmPfrQvd/7j7o7uzmLMQOcSeIdZpwvevs1C7nxD0hudc3Occ7OABr/JAnOR6Gf6ZwhSpKRWoqVpkMGmfp/e6hgbA/Tq1QuAn/3sZ3zwwQdMmzaNF198kTfffJP9998/PuD48eN5/vnnWWvt/mw0fE2mzvg1/dfsTqGpCZznhTRZQiM3DocvIIkkN+6I43aib/8ahm20AaeeegqbbDqYtddZg2efffZ/HMJV32782x001Ddzz23T0JhlS610/XcGjJDI40qYqEAQFn1xjo+ExnlaNnYIEuUhlccUNeoozpuKEixQcnUXf9f5vUG5NSEpTLCp/YLU+VV3PeETdC7CRIp10h6nEU1XxEQRJoqIDDiTlZzWoIxS0IUwyBEGOSIr1fwaNUvanfRKe02L9icckC6OoKS1wUNUKSlRdmqJRdJPwDgwAc6EpBVsJFsupCV+X43F3/48leMO/hPHHTeBt996t0MdT4CKLuW8O+sTEo5Maavz7XY+7u1IZk26XCuNRRTvqwo6S4+FOozp21VLLDQirjgtPRbp8qWk5CxqMZ8cSdSsZVS2hEa8W5ZBOdpeu5bxe19A3769ueSiy5cjSqu/HXPMMXz55Xw2Gz6SH253Nj/Z5Y80NDQtBoswvt8YLJuOGMiN9x/H3Xfdy33339eBvViyJSswK/en0zqdz3bNOfcl8AhwzFdQKr0I9AEiv+Se/lmWrOsXgSGtjwHE3Gn9+vVj22235aabbuKmm25i9OjRDBw4MD7AM888w7HHHkuvXj3JZQ1dK0rM/XQhUp0tN4SQAs5ksTYvjyDnCMIIwi9xUcijMyazzqAeXH7FpVR3F7WeSadMWrbB+4ZYFEVsudUo1huyJgceuZ2PDHdBdI0lchfG+XRZ7yZWCg1R1EjgcgRRI0R1GCea4fIYzSO3NFkqDX2hkGpiCyWNaMPLo7KMMNY7z+G81rsDIpoQTkBZys5QHj9upa3NiGa5nFNiUxUoObvQMJUEZypwFLEuiwlDiOrARRLJckVEa1rl/yqIrCW0JawpBxMgJPV538vGVARMqIfU2RFamaRv8nDKINyeRR+hk6IsWa7NIwUhQvgtGu9KIyS5h1pMItQ+UhRmqQTvmGveokTfAj9ui8cCynwuYQ5LhpOPvZpjjz2WCy64YIXOuaW1tdZag5effxfAj5vk4So1lsynMj/mOlZpXXElNBdJ2MB/T8Y8g/Jf6rxJsJDIfcJPK59dPOZdYodQsAhR3XctDlOZR6EVSrDAy3ZapQ/y+YMRWqAnlEvituZJSurKCb0GumqZ67yJfMFVxm8Xiqgu/vw5DI7/LvqSGc++w5+u+uNKQG71s8rKSh5++GGeePJx/j3tPX62+/ntYiHFjCLDGnoN+n79+mAMLFjw3w7twxLN2I756bTOZfcl2FHAs8C/jTG/A15BIpibA5sgzukUv889xpiTgDeBvgg90xTn3NNLea4zgPuNMe8Dt/vzDGu903777cdpp51GLpfj5z//OYceeihz585lxIgRlJeXc9xxx9LQ0MBeP9yAg8ffSC4XEDU3cddN/2LOnHrW+k4f9hy7A2V5sC6DcyUCF+JMiYgcfXpXcPfUE/xSmeOc39zBXy+f+jWGcNW1gw75CXM/m8urH12JxPKSCnfnH6pplSFDgDEWYzIk3HcS5REmUNFoFpPCHuOjPTaOCATeGcthKBKQJalg1hrskncMVPdZv5vxe2X8TR80v1Pz2oyPQihBjXERJtLzO5+r2SxLqi4CkyEyBbABTouXjFbTqwpLgEXVaEAcDc3rC5F8RIfzKjQJ/Y3mwLp4nFSMVNuqlcoa0xMHXLfrsUmNjYn/prmMcd98YYn1Y7wkLEKU/UGWZfv268ZVV/2ZIUOGcOSRRy6vKfY/2x577sUffn8uC+Y30r2mSwss0vNG+hKhrAzGYxES+SXRpELeEsQOmoytvDyksZBocDaFmTI+aA6pWJI7nIlxkpezgDBWqTItsIjiKGbgj6Uxf+vbrvhl/KtWEDvXSYpB5KMlyjXp4rYoc6xmJTo/n87+1e10717NbrusuAr3b4Ntu812PPTww2y15TbMeHYOI7cc3AILGffQv9CVeOu1j9hrzJlsvsVwDhh3YIe2fXGW5NZ3WkdYpwu+GHPOvQtsCjwETAZeQiKUxwNXABOdUAXsBjyOVLS/hTiPg5G8zqU918PAD5ACphn+51et9xv5vZEsWLCATz75hN/85jc88M9/MOf9V7jkknOBRqwtEQSGl178iAPHbUTvXhX86fKp3HbjcxSamrj9hufYbODRvPj820SuCK5A5IqUjMNZiEyiI/7FFwu469bnCUvfQOLgr7A77/o7N15/B1fffjQ1PbugWtFJ1a9qLiv9UjIukQkpBRDagNBaImtEStOpnKDKDarMpdDOiBtQjI8v20rx/vjzhfE+kW9Psk+i8e7pjFxE5OTcuBJRJPKeRM3YUgNBcQGmtAATLsKG9ZioAaJmQhcRGV12j4hMCWciIpNIJUZeTi9K9ckREsb9Se8TxX1WGcP42CmZxuRY6c+qNa7nLsX7pPudxoLU90L/3SjeX8esNRaiXa4L0koFFBEyfc5kxv98R4459hg2Hj6kw8myz/jdWfTt25Mxm57Ee3M+JfIR7iieG22xCFE5VZGhTLS4C+1goccSydgoptApkcyz1lhELf5GPA/bYpFI0KZx0La0h0WUOk/Jz2nVO0/P/zBud3Js1Z9XqVYXj4OjxO03TOPQww/tKChXKxs9aiv6r9GbO29+ul0siqUit/ztCb67/olsvdFJ9O7Vh0cfndLRzV6CmWWmSOqkWlp+1hn59GYkLPQC8LFzbndPo3Qs8H2EE+SXzrk/tvrOcIQPtBopHDrBOXeb/9uGxphpwNv+7xhjrgN2AgY654wxpqcx5j3n3DrOuUeQaGr6+K6uYT6n/noSt996D5kgS/ceFey298accMou9OlfQ+AisqWFZIrzIJyHsZU4MhTri/zmtGZuuGgTdt8gT6lnHxadtTsP3j+LA/Y6j+dnTaYis5AwyOJMNc40SxTBRdx/5784av/r6Nu3L6+99vqKG/QOsM+/+Jyf/nQcPzlkFDvvuZFfFlR+QHlASqQmidTJA74ZMChBQWiaiZw6jo0Se3IghTFN/oEpD1vjnQd1JKEOKEOWzZ1f4q9H3sNzRDT4qFEBzauSpUkfC3Lq8BUwrpnIlGOcxbpGiIqSChAFGBNgneSlJnyaXXCB5P5aI/yXkW+TSipCMxbNiqwnJOPHpBF8GodQ/IRENPrIVwkTa3xLezWjKqQO0LxF0QaXLNZ68I5NQLOPayU5ipFfvtccRHEwVOfcxBEu+X+DP24jhpAk/7TJ4yp0Yy5OSbAI1ZLB2jLOuGhffn7C9nxvvZM58KAfc+P1f1/BM3HJ9vTTU9l1l90ZMegXbDlmCD895Hvs9ePNCTJCHSURG3UeGyCeI5ofWY/mK0c+lUGxkDmpDqdkwIax49oUx9xVezyKI8caVQz9/xt8RFLnZhQjF1ELcWFdE5rtFlLrI7RZHA1+/hcQd1/6otF85+SlSOcZPhIuuGk2a+LcknJQLQUOHnsZxWKJ03975krDbXW3fHkZH74/l/+8/DaZrGHuJwu4/W//4l9T3+bTjxaQyWTYdsyW/PO+xxgyeMOObu5SWGf8raOs0/lMbALwBt5RBA4CBiC5mJExpnc732kADnTOvWOM6Y8s0T/snFuAREj3BH4C7IxEUEHKUA9BnNavtK5VvaiszrPHviM55pd7sc7gPIYynKvHUI1zAc3ZLJGpprwhJFP/Htb25K67P2TjQZXs0WcQvDuf7Afv0qXfEH6wx2j+dsVTPHTHS+zz040Q/eQKQhdx2/XP8fvT/sGnH3/JuPFjue6aW1cqxcfKsJ/8ZD969qrkwqsOA1+YoLlsjloCuhEhvJ2ykCS5dFm6EdKApQpjDEUWYUw5ku/UTOAqwVlC00xAV+8giPa1LHU2IhyGtX5psdxHiUSfWp2FDJWEfmle8taakMXFSiRnLi8OajQfSwZjyolcgcDliJwhcvPJmBoMdUQuC0FvcQfcQsh0JXLNYKu942mIqCXj26scmZHPjbRU42hAuCXzfly64MgRUovovmcJKfi8u8A/+Ksw3qWR3MBmIhoJqPTOeuBzApPtEQUyVHhnuwlJhOgWnxNkzLXCOaIJS1cMliK1WKrBO5qi+20IaSCgK8L9qBW5JT/m1S2wCCmyxpp9ufYfE9l/9wvYc89b2W/sTzpiigKw9lrr8cYbb3Hb7bfw+7PP4ReH3MgxB1zHeoPX4MAjdubgY0aTy2hupvH9t0SUPBYNSNV6pX+Jyfil9pZjrpyrIYuQnMkEC4moLvKYg3CuytgWWeTHUMQFJAc3wULmewWaAypt6ZbCQnKdrctgXR5cLdblsJTjTLOfH2VE/vyGMkJKqT40+HkRobnOeg1PuXcOvzn+Fj58/wueeGIK+Xx+5QO4mtqQoYN58P4pPPbgf3AOrDUMGDCAXXfem8MOO5jvjdyqo5u4DNapNtSR1ul8AsaYNZFl77MQpxHgSOBnzrkIoL0CIufc26nPnxhj5gG9gAUkJHNSXprYxcAvjDFXL03brrz5/9j7xztiMdTXgmGRjzRlsQRgA3BlRJkKokxXomwNLqrg3VmL2Hy9HhBlJCTXrReZz+soW/QZm2/QnQ9nf0qmOAjCBs4//1EuveQJ6uqa2GOPPbh8+uX0799/mcdxVbfPPvuMJx5/ipvun0hghWJGilVUrE/yGxMtcucLcdRJFT1x2bMMpSuKCL3GOz53znqOyUqfn0ccVbS+sMOQIfB5bkKCFSA63YHPogoIfD6eRYtpsj4CacBkMZSDp85yJg8uAFNN5PIQVOFMiKUKZyTWZT2VUcb3Q/qfAd82k/otESup8Leodr0Wq6hOteRcJnmhAUqbI3l9RbTYx6Ka7aoxD0LVU/B91nOD6IsX28EiQ6IFnsYi6x186x2VwOOlND/W9ynw+NAOFpIjuPNuW3DA4WMYt/8BbLPVdvTt2zEk1Go/3u+n/Hi/nwLw5JNPcs4553DmpJv47YnXcdTxe3LauXsi+Z+qUe9aYJHMGykGSWOh9EaCZ5V3DNNYGD/mQoekmCkWeLUsFV6gBRY6tlbmKdAaC3xbAiBwYFxE4IpExmBsBmMKvl/ywhH4lir2+lvzSu+6fTq/OPQqGhuaGTFiBM9OfXG1vI91pN1/zyNfvdM3yDo5NzvOOp1PsYuBk4A06dog4MfGmL2Bz4HjnHPvLO4AxpjvAjlgtt90CfAA8A6iVqT2AfAMQkL/lRwUO+82moZaSbtvqJfYmHLbBU7pVgJMf21//AAAIABJREFUZGks9SeI8uSamunfpxe3PPUJtWO7gi1AbQ5eWwRhHS9Ne5cf7jeC3500hXsfnANYDjvsSH75y19SXi4Pitra2qUbuZVg9fX1y+U4J554IptuPoxRW29EY62UPCRCceBS/JdKuS1xFXWuMmj5hbqjeHeu4DLgZIlcCM71AQ+aiq/H0PprPb4sAVvvVCnxPDTWJ+KH1rcqIZgpQ7lCnXfTIjLgsrETHRrQYih1MJ13aV3cPyUvD7BxmxK6I3UslUxFS0Ug6V/kt4fx/sZHPo3/u/XOiLpGuvBufESuJRZN9YvDQoniaRcLlzp3QtljWrR1cVhoW8Fy+nkH8tbMLxm73w958IFHv+60W2r7qnm++eabc/vttwNw6623ctZZZ/Hv597nsuv/j5495NbVHhY6b1QsdmmxEPqmbDwyiURvggV+bur79dJj4c/jLI31jiiEwJUwJiDEgDVENohxTl8XyTWZkOs3NxY4+1d3M3bsPlxw/h/JZuXlclW6j7W25XVf+6bZKtNvf5/utI6xb73zaYzZHZG6/LcxZrvUn8qAJufcFsaYfYC/IiTz7R2jH3ADMD4VKX0JGLmY054N3Is4p0u0xx5+nr3GbolQ2BQpr3LgtYCtS/THXSSSdJnmIlWFD9h/5ypOO28+T73xInusn8eVAggN9775Ea/O+pIZv3sIYyy/Oul4Tp50+iq/vP51yZgXLVrELbfcwtW3HUdFVdE/RDNIpW8GLQSCBh/pCcFX6crDs8E7dSUSRRgpUpJHeug5NFUfuyhSev7YIHQ5skypZN0aFC/6XEaDifPzhLOzrEp0rDVCqHl+UtEs59fHvsOBc0iKsgVjMKnin3jexLKXJZ9r1+iPk2jCp4tJDAXvxIh+uBaV4Fus+tlaiCLRKs2z1DzNku9bBuUElMrotlhASL6qJRa6hKCa9xLtS2PR7M9RIIirq22Lcy8OC63MF7YA+c4vTtuOcbtfttJJwJf2fIcddhg/+MEP2Hqb7zFy/YncMeVURm8zGGiJhYkjzjK24VJjUSTmaXXNKNuANf56iEoY1+i/bzBGZDlDg5ftXTIWcjQHroiJHBUVtaieUxSU42yJyMh1pEIL8p3Qp6WUYrwMhnPPuIUvvviCa/5y/Sp/L0vbqkoyv6Jt1en3qrnsboz5K6C+SRvmm9XBvvXOJ7AlsKcxZjdEmajaGHMj8BHwD7/PXcC17X3ZGFONOJG/ds49tzQndM7NMsa8DOz3Vfsett+VfHjOlxz1y10h5khs9rlckjMoS2GNhNFCMraS0ITkyg13X7oNPzz2Ka5cN89mQ2r49zsvMeP1BhbVFRg9eiRPPPF0zCO6utuVf7qC8oocu4/dBIASdWSo9k5nE7o8GVHrI4pawKFk7gUMVWhxEnHBRMHnzzVhTJk4sk4KjcRVXIQs7Vu0uMmSp8TCeIm4xMLYSQipI+O6IvXL9R7xIrI0nPXtFY7KyBcuyfGl4tQY3Z5BOT8lFpZFtOszvm/Nft4YpGhIeDOlcEiKoSLqkDxQ5/NdKwgp+HzPvHf4vEISRULPKVliAZZKhB+1AVniz8Q5mEmRjMh1tsbCxRRUEZJTWyLRXq/zjndlPA5Ch9WMxmxL1GK8Eot+NyAbY+EwhCwg8MvBYYvzLwIC1lm/B6XSqi0N2L9/f2bP+oCxY/dmnx3O5L6pv2bEqCFx/qY4m5rTG/oCIeVsVbqlBAstbgsi0Y53piSUbCySKKmrJFP8gMCVcBgKmQzOSGTSuXownivWLcBSjQFKphZjlP+xNh7zyEnOZhQ2ErqFmKiEM0VcYHE2h1a+GzL+WqlE8j4bwUdkQ2qxdGHuJw385Y8Pc+yEI79Rjmendbytwsvu1wGXAdd3cDtWmK2yI7+yzDk3yTm3pnNuHaQ46HHn3DjgbmB7v9u2SNV6CzPG5BDH9Hrn3LKWx54FnPhVO/3hnN9z+km3Ud8gFcMJXUkJZ5x/6EqUwlAA10xDdX+a+g5ksx3W4Z1pezLuJ/3IrdGdUkU1CxY1M3HisTz99LRvjeMJ8Pd/3MRGmw1A4mdpKhiNFOp2rS6PUEqjyBdVqLpLFFPNRAkWcaRQIp7OCFVNFPMeKodoQk0ix1RKmch/LqIV2RJVirzz6eL2gFI4aRQv6YeLt/sUAN92PUeU6nv7fW7246GqSiVCwhbHMiQ0OiY1TibuV+ijk8m/07RKGlFdEhYtK/2l3VLR7VDqJtcKt4hi3NYYCwxKG9QSi9b0VcmYQcQaA0RboqFBxcxWXbvjjrvYbbdd2XPbs3j1xdkkjATJ2BOPbRK1bo2FjI9G9B1QwLgmCBsxYQMmqgOaKQVdKGS7UwwqCU2W0JQRGVkMxxXBNYFrJIqjy4pFhHMloqiIc00Iq0IR64oy8kE5kS3DmRKYhJpM+UqTaLVg/tkn8zlwrz+yyYBjGTJkKOef20kk32nLaMZ0zM9XmHNuKsKgs9rat975XIL9AdjXGPMf4PfAoQDGmC2MMX/x++wHbAMcZIx52f8MX5qDO+deQ3hDl2jTpk2jumsXulR0QZaYcn75N4NEAMqQKFwGRxfCoBsu05VSrjsNXdaj1H8jdjp0Hx54YgFPTf2QW2+9hQsuuGSZB+Obbq//5x32+vF30Tw1XW41PvqGL6DAZ5hp5Ehy2rSAJk0unxTmyLKg5sBl/fKwanBrcU/Gb8+02Z60R9rgyALZ+LNE/CRfTn5n/N+TfoDkQeJpkbR9+t1EKSkTnwe/LdmOHwv5ju5r43ZqlDGI25C0B78959sZ+PZlfVuStrr43C37kMZCCeC1qCgZcx1XbYOJj9ESi+wSsdA+mLhtejz5qa+Tb3766adLMbs63u6953522H4Hdh31O96c+TmRj3YL9mksdBxcGyysRpxN1ufCiXZ3JioSRAUMhmJQQzHoRhR0AWshyOFsGc50wZk8zmaJ/GeJePq57LKSEUJGRtwBkcXZPKGtJMz1IrLlkrnic3EVC+evWb0u3nrjM/ba5kI2W/O3vP7S59xw4/W88sqrK3nEO+2bbnptdMQP0NMY80Lq5/COHo+Vbd+e0NdSmHPuSeBJ/3kBUgHfep8X8I6oc+5G4MZlOP5Brf69z1d955677+UfU06hblGRZx+bxdNPPs/Mlz/m04/mUyiUKJVCSsWQMAyp6dGFvfbeiGMmjqGmT0/emfUp5/72QR68/0VyuTyvzXydwYMHL21zVxsrFAo0NjYzepuN/VJsM1kqwDtWEUoqXiAgj1T5JrrX+uCTUpUy8OoxUjRh/C2sHI0aWe+EiRubRXMyA7SAwnlHSVgRM1T5pU9HQBXWqGKIlsKo8+u84yAsizYu6lAFmAAXpxCoKk3eRxYl51GrmAN/zIjAL6EXEVokcbCtd14kyhT4/kkELVGhyftxCv0LUd4v3mZ9MYghQwUhzThKZOjiS1ksUdyPksfCtMBCHF/jxzyfcpi0FMogWTIWoaASx1/HViOeWlUto5HFxOMldEBS3V2VymnNYHH8dOcrWXPNNRg0aNCKmZQrwB566CHGjBnDrluczWMv/Y7vDO1Bhq6+AIg4dzKpeA8R9gTVb/eqXkbVpgKcDQkzVQRREWdyGJsHGxD5+SR5oEb+5mdjYCrR8rRkzMHQBWgGMhhTDSaDIQJbBtagVF9SihQgRXWhb4tl+rNvcvJRN/D6f95j8JD1efTRR9lhhx06bLw7bTWwjpO6/MI5t0VHnXxVsE7ncxW3fD7Lz35wHk1NBdZdd20am+sZNHA9xmw7ksrKSsrLy6moqKCiooLp05/hur88zsXnP0aXynLq6xoZMGANjj/+l5x66qnfWr67XC7H4CGD+PlPr+DyGw5nyMY9yNoKvwStDlrJP5bzKMWQaFM3e0cvDxRwcW5mM+LU5BAOw3LvrEoxD06WdK2pQvLstMhHilwCp05hiI0jRJHPk2xGInnlQC3iEIpOutIVCY9iHonuCf+hkm1b7yiKg9DFv+Gr7roWj8jxIl8gBE0kjnbBu3ldEJ5PiYAKt2YZkidaHzsL4vzlUGJ4SxWapiCReqWUKvPL51kSzk3Vt09omUBzZgULpYUKU0T4koMrqwGSA6qa8sr5qAUqOX8Mi2icR3G7nNdATyRLAwIque6qf/LKv99l5szXVui8XBH22GOPsfXWW7PjZr/jqZmTGTio2s/twI+5FraVeez1BazJj12ekCJSKOSITBMm6IqzsvBtff6m8MKmhRLKkFxa1aCXPFJLzs/9EvEcNmVyfiM0Y8Z0IWIRhnyMhTjIkr9ctwh2/e7JzH77E0Z8d1NefPEuhg9fqgWmTuu0JZihU16z46zT+VzFrVfvnpxwwskcNP4gjDFfUSX4SwDmzJnDrbfeygEHHMCaa665chq6ituNN9zKTjvtwA6b/RrnHBUVeXr0rmSdgX3ZYOO12GLUd9h6x3XoUSMFKYmaeKLQEnlXVeu7k9SHJpTkRm9m8iAvwzofqzP6PeI4UBLpS9SRk4hn1h9NNa+VasnEcVoXRweTIxK3LgM+59HER8cfJYsWbUile1o7XTXTM95pwO9rSCh3Wipp67+sdxkTAh+pRiY+N37/jD+eS7Ut3dJMfOw0Fhq1EyzCVn3HY5BNjUH6e3rugBBliUiw0KKs12e+xynH3szE449j6NChSzO1Vimz1vL000/z3e9uxnYbn8a/Xr+ANdfunpqrCRbJjLTxuKaxUPUoQyB5zH4+pU0i87nUOCbzjPjoGSIj7A2a5oGPrcs8V/5RPbvuE9HYUGD04NMIbI45c+aw9tprr6ih67Rvo3Vc5PNbb53O5ypu77/3cfx5aTnr1l13XSZNmrSimvSNtC222IL//nchALNnz2bKYw8zbcZjvPHaHO657QWuvXIKheYCW20/lOvvO4qqCl3S1WIZF0dwXEzNpDyWUhQhpFdF7/hImYwlInLgogLOGCIjxRwBOV9GUcK4gMiE6PK8RqTk0a40SVIYI9tFeybwbAdpXfowLjYBlQdVLW91vIQOKUuiqS1FPzaOrIa+Ny7uv8pwKrdpROTdYClICgh9sY/ub+JzOt9eixZoacqCjlHox03PGsZtToqCiNuqSj6tsTC+ryamZip6TASfwLdai7nE8ReMGpsaOeaAP3LfP2aw5VajuOC8i1f4nFxRZq1l+owZbL7Fpmw+8DgGrd+XrcYM4+CjdmbwsN5otbvOGxvPMwcpLJJ5k/F/bQ8LmQOGrN9H547KbeocLKGqV0pNJnOihM5zxSKKU1cith8+GRcFvP3ObCorKztqSDtttTTNh171zBhzC7Adkhv6EfBb59w1Hduq5WvGSRZ4p62CZoxxaXxqa2tXIX60lWcrq9/PTX+OXXbZiUHr9+TBGachxNZCIaQ5g6ovrVXwLo7NaTGMOFqhf4AHrgsmCjGuWSp9bQFjMmC6xtElh8UZqarWZWqDob7Wkq+qR5bSc9i4gER4R4Uk3Polb9DKZuVVlJzQMrSyvkQj1h/fxrRNIY4mtKhIzl/yboRUhUsuYA5SToXoz3dBo63OH0cjvia+qRufRhDiyPrRk2Ii0esWh1FzZg0B9bVFclWNvm9lPt6sde7CEWl9hNPGzmfBOzvWp0CoS1Pwjmrg0xGMHw+hmDIYbrxqBqdNvI2ysjzXXncNe+81doXOs8XZipjnjzz6IFdceQkznnuZTz+bS781unPYxDH8/BdjyNjy+OEb0cA/bnyeS//wCGut05O/3HEk+XzGx5iF59X6pXWdt4KFKk/l/cwMCb3GvBQXlZEwMRgSbtUcyinbUGsoq6rz15i89IHhvTmfM3LgyXz66acdrjS1Iqzzfr7izRiDc67dtfXNNqt2Tz81YqW0o7VVVj/+786cz07rtE4DYOC6A3HO0ad/DQFlSM5khf9riKHcu0Gl1FKjcK5KtEgdtCYsRURvuxnrshin1ZUhUCVLmKbKR/pqMb7oRpb4JcIjxPblQCNa6CTL0Q0YqhE+zxzED/5mJG+uDsgSUO77IM6YCEuqE9aMcGGWgAKqzS3OQblfYi3EDqZEo8p99KvW53U2g9eux1MZSU5oE1COLOvXIXmnIYYGDFXgC6Os56rFt1cc2WYMFQQIgbz0xyA65GXgo3MyLkU/JqYFFtL2PEm6gPNtKBCVcvz5oqm8+docPv+sjpmvvM8X8xZy5FFH8sdLLl3teCJ33un77LzT9wF4/4O3OemkX3POr+/h95PuYcwum7LzHhtjg5CrLn6ct1//iB132oF/TZ3GTpudybV3HcWg9QYQWJk34mAmY65YWK8fj887Nh5bScQoYlzev2DJXFDCeZlPJRz1fv41A2VI6kTIjKffIJ/Pr5aOZ6etGrYK83yu9tbpfHZapwFvvPEGw4YNY+1BPfnrHcf4yKBqiGd9lDEbZ6Qp1Y/zFcPi5qhzmEOLJozzlEcmQ2RyYANxJI0W+kAU0y+Jcxp4qpm44piij1iKZKBEGVVzO+ur6K1fVM4Q+e1aua0RWRe3P+OXu6X6OYqpiyTvT88TxRRF1teLZ7wDnY3HJ/ARSKVzsp4eKvBRYkfOR9ckx9R6+h5pa+CXcHO01I1PNNdVV163p7GQyKcUOiVYKE1UWyy+mNfMyO9MoFSMGDBgLbp168Y+P/wJp5566rciN3rttdbntltvJ4oirr76as497/c8+8TNhFHE0A0G8/bbTzBo0CDeeecdxmy/DVsOObXNMYLAMnC9ftz+0K9YY+1KH5VWCcwcUPDzRgqZnMPjKi82xqeTBKnouIk15lUdSwrfvjN4DQqFwsocok771llnwVFHWafz2WmdBkyePJkoivjXm6eTsTmSwiF5rOKXe51faE+KiyxRvG/onUWJ2oHBOcnwdEGAo9krwgTg8xLlm/Jv5RhNEi3UqTO4OK+uRFKYhN/f+qXkRIRQXDvVw9YSpRLOV6u3/NFeOR8J0D5rfEuOoiVG6WiBRoHDuLhI26Ma7BrtJe6LnjdJISA+nxItGe90QzkJaX7LUhnJKAzR3FyJ7RrvFBOPm2IxbveLqanpwexZc75VAgutzVrLEUccwRFHHNHu39dbbz0++lD4TefPn0+hUKCiooJcLsfjjz/OCScex6ghJ/DP6b9i2MbroGKwOh/lJyTyLxMBSqwtaRut52/iAFiPlygc9e7bjSiK6LROWzHWqe3ekdYZc+60TgOu/NOlAFhbhqpIqQKRiyOK9anPicoRXidbHCKhLBJHrRlnLFiITMFXVuryuDipSnUknwvYlJykPKRV09343FN89EgiQvI9qVh3BETUoRrszutiS95eA5pjF6UUjLRC3NGE6nwTn98S0hD3OYz30dw9LYpq8rmcGSKfH6t9U35OWWYXflQtWpHzyPbIc4HKGKqSUcafH/DOaBQXC0nepuZuJo5ps99WirFQhZ3XX/2As8/6w7fa8VxWq6mpoW/fvlRXV5PP59ltt914bebbfHfUpuy8+Vk8++TbJEV2YTwvJB+0GXyVPK6EcTmE0klZCaRYKUn3CDz+zVgcf754CtVdv305kZ22Ms120E+ndY5Cp3Ua8NHHwioQRS6O4yyYL9FOcWIkD02Vepx3cozn3ExIZiK/TaJ9GVsBVonlk7dsKSACKKLE6wlpUegXHnMYX3GshPNxRNW3SavP1eGVimFd2lbnSx2wDIlEZs7HHdWJDNEolMp5mhSZvsZ6ZUm8zDvFwh6pfZNYsPB5SlyyFPcpUdQRBzrwbSSOjWleoTglLuajDFF1qYgmlBLJxc609WOuEWfnxy2IsdBIaaFQYpNNNlluc+bbatZannr8Oaqrqzn3d3eS0HfpmPvfzhK4HCaKMK5RZoJzGIefLUU/d3LgsQtLEY8/+Arj97mIqy95hN/+7rSO7GqnrcbmMDjTMT+d1rns3mmdBsCzTz+LMYampkaeePhVjht/I3W1DZTlcwwfMYAzLvwxG2/RHyhgYudTnDNxDot+u1RdJ9RGBR/NkQdtQimky+RFv2xfJPTOm/MOaUKVVPTR2JJ39VTXPEvoo0fq2DoKRPHyd8E7irq/Fu5IsY5Uj6tufcH3TR3UDAmNk563QEIHFYEnb5dzSh+FAkoI24V8XpbmRSNedL6td3Ylqlzwy7NF75DqQnwRiXwW/fGMH9usd5qLbbCQaGiZ3677CxYNDSX+v70zDY+iyhrwe6q7s0EgBmSTwSAiKu46KiCKwigyuIswLgO44oKMCw6fiuLCiIoK4rgvuKAoyAgOroBxQ1FARBRkExgRREVISCBJd53vx73V3cQEUUk6JPd9nkq6bt2quqequ/r0PZuq0qJFiyp9H9UVxjwwhg0bNnD/M4Ps/TJR7Il7Yd43YT+GaJmd2TazmiIR8M3MqOcr+Gl89cUqLv3b03z91Wq8UIjdW7Xk4Ucf5OILB6RUTkftxpndU4eb+XQ4gK5djyc3N4fW9a7ggjMe4+STT6GwsJB77x1J8cYMTjziDh4dlQ/xPIcm0jeRIF7jZmzwt9oe5L4MTMYk9TOLkjAnJ/Iilj9GYr/g/H7SGHxr6lartAY5M4nvFyQNTz62kkhZT3x7MGY/abzBMRLtGh+Xb2cdiZ8nkQ8SghRQQc5Rkl4nHyPwgwU/flUSsmu5MSa26VbXIUZybs/gur3z+nzS0sLk5ub+rveHI8GsWbO45uqrueTqE9itVW783gf3Isj/aWa+SxG/CC+2GfwSvNgWvFiR+fGlJUTVZ2D/sRx34L/ISN+FWZ98QLQsyrJlK5zi6ahiAt92Z3ZPBW7m0+EA2rRpw48/rmfdunWEwwkl5bJLB3LZpQMZMWIEN1xzPTOnr+CZyQMJeQ3xKUaIESLbGnbDCJnEKCIUjyA3UfCmxnkRHhnWbGxKQgoRYpTYUplgwnkySQTRhO3jKoRHNkHC9yClkDHf10NtTs4IjfAJciY2wChk6ZjSioX2dcSeK0yILJRSQuQQRJWH7PF8NhOiIYmKRjmYXJ4m7VJQAlGob/1BfStfYEo1fppChFC84lIWQcCVaW+AsoUwuQS+qh4hazqHELkESnrI1mM3+QGCcYXwaESMwq1M+Sba35QnVbJ45/VlNG3avErfQ3WBJ54ezcXnX83xPQ7jpjtPtY4atsY7YYRcYvxMmAYE+V9DGsHTLSCbUDIJxWJ4sfX4Xn3+fX8+8z9bwfvvf0CnTp1SLJ2jruHKa6YOp4I7HEk0adKkwtmxIUOG8N577/P+jC85JO9qfli7yfpEhhAy7fxh8FsuglGMMuwMo4n6FRtpnlD+InYx6WbEmp1NmzFNm3yVNj0TXvwcJueiZ/uaNEZBJLpR7tKtkhsoxcG+aUnt5vyJbRE78xiMy7OKRYREzLFJaO9ZZdn4kard17eKs+mXuB5pJFIkpVVwHuMja6L5Td1xc43SrY9nmr1+QbqpMCbnZ3DdZBv3Ip2f1xfy4jPv0OdvfSq+6Y7t4trrBnJR/6sY+M+TefbVawh56ZS/F4GfbbCYme108CNEygqJxEoIxcrwfeMiMf+zb8nOru8UT0dqEC81i8Mpnw7H9tKpUydWr/6OjIxsDs67gvw3vyCRMiZIZ16exNZgm/6il1by2qwnam5rvEdy2qHyf7der+hsXlK7xI+VSBxO0hmDat4aP1oiUY5udcbk/YOkTBrfmrx/+bEG6auSq7ETlztR/X3rq731SKGye3F29zE0bbYrd955J47fx5TXXuDekf/mwWcHcOO/zt7GvVDrHRHD86OgMQSfSMnPpG9YTrisAPE3E/KjoHDbPWezYUMB454fmyLJHHUXEzKZisXhlE+H4zeRk5PD4kXLOP2MnvQ58R7uuH4yCcWszH6gTGhFoLQFMeTYSO9k9TGxboKFIPBESlTnMS1bktRBc3yS/huzu1rDeeADGhRDDNSCEjuT6JPItOlhgnvKYKt2SPh5lsZV0OCBkThGMNZSAn/MhAIa7FUWHxMkFFhzrKgdu5ekziT8UI3/Zlk5RVTjYzX7BmNKVssVPxql11/+xfy5K5k0aUp8NI7fhu/7nHf2JfQ8/XDOOKcjgd9z+Xth3gvW1cIvJhQrJuSX4WkZ6oWIhbKIhRsQi9RDQxmIQG7jBhzddR+uufq61AnoqJsIJv9sKhaH8/l0OH4rnufxwrhJdDvuMS65ZADTX5/P9M9uwahJBYAQowyPAjwiRCkmqG3tU4qJjA8ToyiuTEYpMMcmgxiFBDk5Y7b+uTHhrycRvb4ZjUeXBym+TT5Nk0ux1LaDqTpTBESIUkDIlvIUojYKOUSMjSj1MGpl1EauR1GMe4GpirTJnjtKWbxaTRGBX6eJuw/GXkSQfkopI0oxJp9pgTWRx+xYSzBJ6gswrgU+MaL4FBPk+TSlF01EflAPPhEs4BPlZ0pLlbkfL2PmO8uYP/d/LPt6LSu/WUdaWhqzPpnFoYfU6TLKf4jzL+hLWVkJDz5/PoHPcYwiiKe3Mvc5RhT1tyCq+FpA1EsDjRD1FD8ieKEsNocVvHp4EkE1BrKFy//5F8aNfYsXXxxH797npFZYR50h+Sewo/pxyqfD8Tu54IKL6NqtG3u0bsPM/KV07LIPgf9koGCanJeBMhrBpKIJEdQpN0nm0zEFJ32r5EUxeT09xCqBZkYpyCEq+BThkYXJf1mCqa+tVnHNIEh4H6KhnTMMfEGDlFDGP8+cM82mZzLVl0wOUaNw/rBuLXffNJ0Zr8+n0a7Z7H9wHkce05Zje+TRKLcJ5hHi231NFL0JRlKbbioLrFyeVZwDX1JzHrUyl1p5w1YpVsKECZLNA/hsBHvdFsxfxrCr/8vyxWv48YeNlGwpIxQK0bBhA1q2bMnBBx3J4MFd6d/3YiLhCI7fx4IFC3h67HPk5Nbj8nMf48xzjuH4kw4AL8i3apLECxFQH9UoYYUyLwslgzAh8DfhsYX0aAllkULKQrmol45qMU898CEP3/cuLXZrwuGHd0y1uI46h5uFTBVO+XQ4/gDtabKEAAAVwUlEQVR5u7fm8CMP4pqLn+STxaPwSbOKVZlVKk3gTgglUXc9HG8XW8fc9E9EiZso9mA9qGFuvuRNYvl0G2lufIg8InFFMkgyH9RA91G7X5pVYDPsMcCjFBN1HrMR4kbJhTDLl63hqH1vpmHDHHqc2IPvv/+e999exITnPqRkSymRSIhGu+awR9vmHPznPTjquDZ06roXkbQgiCmEZ5VT314PYybPSHrkx+zMKoRIJ6hmZGQL2oNa8+kIYQYPeJpnH81nn3334eSevejYsSPdunWjWbNm1XTX6w7NmjWjd+/eFBQUsHDeUvpPGkUo7HF01/25fvhptD+wMSE/bAMpwogqkIbn2cwHvhAiA99rTGF2W2JSgkeYLZtKOf6I21m86DuGDh3KsGHDUi2qow7i8nymDqd8Ohx/kJfGv0Lr1nlMnvgRJ515qM1SGZgk01Gr/hGvce6zddAPJPJyeiTKdgaznUE4jdknUdknyHfpEeTRDMz12Hbi5w2qz3jxGVQ/Xo898MIMSm16rPxmLccdNJQD9t+P2bM/+4XMxcXFvP3228yYMYM5c+Yw8bmZPDJqKtFojF1ysznr750YemdvMtI8O0aJjxX8+HjM+KJWVk0an6l6ZEqGBonpPSY88yHPPprPy/+ZwGmnnLHjbqKjQho3bsz48ePj69FolIceeogxY8bQ9ZCh5DbKptffDmXI0NOon7sLSDoxz773NQpE8D0PX7JRz8yUil/GqOGvsnjRdyxatMj9aHCkCHGR5ylEVH8Zn+uoGYiIJt+fwsJCsrPrXq3jnUHu7j26smTpImYtHoVSbE3hybOVpja6UhKfjQyRYdXEzUAQbW5mJkEoKiwjK9v4WHpkECKT2C9qyqcRoh5BFSGjvBZhUhBlWDN3yJrnCwHwyEpSQEtQSvj80+945L63+Oi9xRRsLKa4aAsHHXwAn8ya/Ztqoa9du5bb/zWUsU+NA1Ueen4AJ5x8MGACqkwe0BCJ+u5BIFa2VU+jbC4MkZltfDs9sjEzp8YVYZ8mA+jRozvPjH1ph9y3msTO8D5PZt26dQy9aQgvvTSRjRs2cXrvTjw8bgAxKTKz/urbmu4R/JBxAxGblmnt6p/ovP/NoB4LF35N8+Z1Lwfrzna/dxTVKbeIoKoV2tYPOrSxTvvopGoZR3l2TR87R1XrtCO6U/sdjh3AyLtG883S71jz7Y8YZc/4Kgq+NbEHtc1jViE1s3uenQH0rL8l1jxvZvqCYwT7Bv2URM3ysJ1XDdkQHM/Osgb14gXPbgvqxwelOP2oz42DxrNHvUF0P+JW5ny0ip4nncjdd91Dfn4+c+fM+02KJxgz7QP3P8aGnwvoeXIP+p46mvFPfYBYL9TAzSCIjCaucAfXQ6zsWB9QgBAL5/+Paa99zob1RZzZu+cfuleOHUOTJk145OEn+Xl9AVOmTGHKpFlc0e8JRI1frxJBJYKGskjkdvVAQjRr2YiF3z+GeMrwO25MqRyOuoyrcJQqnNnd4dgB7LfffuyetzuXnP0g/3nvWpQYXjyNkElZ5FNGUO7RBBEFkcJRgsRLxjcyKDMZ7BccI0hEVEaQ2sn4mEbjxxdrZg+ikoMo+4SJHqJ+KbcOeYHH759GOBxh8HXXMuSfN5CRkcGOIhwOM/75l2mz59X844JRhCLKGecejPpRFi1YhVJC+wP2AFvzXWyJRhNpH1R38vAp48WnP2Bgv0eIRCJkZWVxbOfUzFY4Kqdnz5688PwL9OrViwGDj2Df/dqBF/xg8vHtez54HytlRNIyuOK6njz3yHSuu3YVrVq1SrUYjjqFOJ/PFOKUT4uIhIDZwGpV7SkiY4FjgI22Sz9VnVfBfncCf7Wrt6nqi7a9PfA4sBjor6q+PeZfgD1UtUREGgOzVTWv6iRzVBcXnH8hQ4cO5bJzHmLMuN7xQCIlQpBn05ibS1BKUdKsr2WpPYJJVuSzBWy7WgXMs/tKvB37ZV5CyHqZmn39uHIasl/yhhgxfzMjb36Th+55G8Fj8HWDuWXYbXhe1f0SH37rvZRsiXLFeWO4fmAmxZtKiMVMfshQOERem105utvenHfRMbQ/IM9eG5OSCoQQIV58+iMOPfRgZs+eW2XjdPxxzjjjDI7scDind3mAuatvITOjAeaHlSmnan4UlRAon0qYy67ryrtvL6Zdu704q88pdDqqE127/JU2bdqkVhhHHcFFu6cKp3wmGAQsBBoktQ1W1YmV7SAifwUOAQ7C5IB5V0ReV9UC4GrgZKAPcDzwht0tBpwPPLTDJXCkBN/3OfHEE5k2bRp777M3k1/8lG+W/sh/3h1EZkYja2r3CdOAGJtRtuCRawOPfDxy8dmAR5b1Ey3DlL1MR9mARz0gA+wXtpDDxoI1THhmLl/MWU3jJg1o0TKX3Vrl0rJ1Frvv0Yz69Y1faemWDCa9+D5TJ8zhw/yv8GNw5ZWDuOOOEVWqdCYz8q77Ob//xUx8eRLt2+/Dqaeciu/7vPLKKzz//HimTpzJk//OxxNBFVq2bMna79fQomUumVkZfP3lKgYMuLRaxur4Y8yYns9uu+3GaZ3H8Man1+ORAzYFV4gG+GzCoyEeYeMD7IV4auKVjLz9Gf778nQmvjSZ4uJBNG3WhLlzPqNFixapFslRaxHUBRylDKd8AiLSEjN7ORyjNG4v+wLvqmoUiIrI50B34CXYKuw4+efVKOAqEXlsR4zdkXoGDBhAfn4+n376KYcccghff/01HTt24MDm1zP1g1vYu/2f0HgeS8WjnvUDFdseQciy8eyJuuthIEQ9oNT6fML82d9ywz+e5ZOZC8nMTKdZs+YUFRdSXFRMSUkpZWUxgiC1UNgjFvVJT4+w51578I9B13DLLbf8Zj/OHcG+++zHTTfuF18PedDrzN70OrM3AKWlpcyfP5+0tDR832fp0qW8+uqr/PTTT4wa+SgnnHBCtY/Z8dvJyMjgo48/oP2++3PXDVO5fvg5EC8n6OGRbmblNYRPCJE00sLKLfecza33/B2PTNav/5luhw7juK5dWLRwcQqlcdR+3MxnqnDKp2EUcB1QPgRvuIjcBEwHhqhqSbntnwM3i8i9QBZwLPCV3TYamAosAR5O2mcV8AFwHvDqrw2ssLAw/rqoqGg7xald1GS516xZwxtvvMGzzz5L27ZtKSwspEWLFixZspS+/c7l7B6juG5YL3qeeYgNuQnZICCDb1/HbMqjIAGRB2wugige82av4pUX5jF31lI2/FxI27ZtmDp1JEcddVSFY/J9n7Vr17Jq1SqaNm1K69at49s2b95ctRfkD9CuXTvA3O82bdpspXAmfw5qKzX5ff5baN6sJSPvuZ1773mQfpecSsNd6sWD4DQIKlNjhPcENhcJsaTPRVokm0lv3cppXW/jtddeo3PnzqkWqUqoLff7t1JT5FZxeT5TSZ1PtSQiPYEeqnqZiHQBrrU+n82BtUAa8CiwTFVvrWD/G4BewA/AOuATVR1dybnGAv8F5gFTgC62f14l/V2qJWq23N26dWP58uUsX768wu03DL2GO4bfR4uWjbh8cE/Ov7wz4kXxaIhRM01Cd59CGyFfn8KCTTz14AxmzviG99+dQywaI6/1n+j511MZPHgwLVu2rEYJq5+afL+rktomd5OmjTiu+3488PQAgnrwShGiaXhk2jaP4k0e6dkbMRW7TJaH4uJSdq93PitXrqy1gUi17X5vLzUl1dKBhzXVN2f1qZZxlKd5+P46n2rJzXxCJ+BkEemBcaxrICLPqeq5dnuJiDwFXFvRzqo6HGOuR0Sex8x0bhNVXSoi84CzdoQAjtQwYsQI3nnnHaZPn15pn+G33cMlFw3i6msuZ9i147hh0FgyMtNotGt9dsnNJhZTfD9KWWmM9T9uorBwC9GyGPXr1+P47sfy2BMPc06fvikxlTscf4ReZ53JpEkTwS+zWQwKCJEF4hPz15vKR0BMSxHCxCjEIxuPCIMvfZL69bNqreLpqCk4s3uqqPPfaKr6f8D/ASTNfJ4rIs1VdY2ICHAqsKD8vjZCPkdVfxKRA4ADgLe289TDMWZ5x05GaWkp/fr1Y/z48YwePZouXbpss3+rVq2YOOFVfN9nyZIlzHj3TT6bO5c1a9YRDocJhzzSMzLYc882/PnPh9Kpw3Hk5OTU2ZkRR+2g/T4H8kzBM4SjG4iGMkyqMSkFPwS6BSECYmY61fdBfBB4ffKnTHj2QyZPmZRqERy1HRdwlDLqvPK5DcaJyK6Yn0bzgAEAInIYMEBVLwQiwPtGP6UAONcGH/0qqvqliMzFRMs7dgJWrVrFsGHDGD9+PJFIhPHjx3PWWds/ee15Hu3atYv7NjoctZnZs2eR3SALlXqgMTwRPDVhdGgExMNTQXwhrEpUY2xYX8RFvR+gb9+/c1LPU1MtgqNWU3PzfIpId0zcSAh4XFVHpHhIOxynfCahqvlAvn19XCV9ZgMX2tdbMBHv23v8fuXWT/99I3VUJWPGjGHOnDmA8RlavHgxixYtYv369TRr1oxBgwYxfPjwaktV5HDsbPi+z4QJE+l7cSc0lI7nl4KGwTMZaPEyEQ0jGiUSKyVSWkC0pITjD3+Epk0b88QTT6ZaBEcdQGug2d1aVP+NyQn+LfCpiExR1a+2vefOhVM+HXWWlStX8txzzzFjxgxWrFhBhw4dGDFiBFdeeSWtW7cmHA6jqrRo0YLLL7+c/v37bxU57nA4KuaRx++jpKSUobf3oahoE1NfmU2jRvU5pntbPMlCJAufEvDDiGayevVyOh/5BEqEL+Z/7n7YOaqBoAxxjeNwYKmqLgcQkfHAKSQy6dQKnPLpqHPk5+fTr18/Vq5cSU5ODnvttRcdOnRg2rRp5OXl4XlepdHrDofj13l5wiRUlT2bXsGmws2kpUeIlsUIhz0OOCSPM/p0pFPnPdh3/zwWLFjDKSc+RF7rlsyZvYCsrKxUD99RR1CpeTOfwG7A/5LWvwWOSNFYqow6n2qpJiMi7uY4HA6Hw/H7WLmNVIZvAI2rdzhxMoAtSeuPquqjACLSCzjBxpUgIucBh6vqwOofZtXhZj5rMJXlJ3M4HA6Hw/H7UdXuqR5DJXwL/ClpvSXwXYrGUmXUSIcHh8PhcDgcjjrIp0BbEWktImlAH0xRmlqFm/l0OBwOh8PhqAGoalRErgDexKRaelJVv0zxsHY4zufT4XA4HA6Hw1FtOLN7DUNEckRkoogsEpGFItJBRFqIyAwRmSwi9W2/YSKyWkTmJS05qR7/9lCRjBX06WJl+lJE3k1q7yMic0XkH0ltK0Tki6TrcH91ybK9iEi7cveqIFkG2+ccEZlvl5kicmDSttosd0MReVVEPrf3u3/Stqus3L2T2mLljjmkOmXaXuzYvxSRBSLygohkVNLvTBFRW8AiaLtbRGaLyDF2PU9ENpeT++/VJcsfRUQG2evwZXD/a+Fz7RcyVtBnp3+uiciTIrJORBYkteWKyNsissT+36WC/Q4SkY+s7PPLfabb221Pi5iyQyIyVkS+SZJ/ZvVI6KgWVNUtNWgBngYutK/TgBxgBNAeOAlTXQlgGKYUaMrHvCNkLLc9B5PTrJVdb5K07RWMKWI8UN+2rQAap1qu3yB/CFgL7F6uvSOwi319IjCrjsh9PXCnfb0rsN6+L+oDz2PcgyYn9d+Ualm2Q9bdgG+ATLv+EtCvgn7ZwHvAx8Bhtm1v4G4gC3jJtuUBC1It1++8FvthyhNn2Xs5DWhbm55rlclYrk+teK4BR2Mq8y1IarsLGGJfDwk+z+X22yu4JkALYE3w7AeesJ/9gUB32zYWODPV8rqlahY381mDEJEGmA/2EwCqWqqqGzAPJd8uO3UE/DZkTOZsYJKqrrJ91iUfwv5Xdt5r0RVYpqorkxtVdaaq/mxXP8ZEOQbUWrkxMmWLiGAUzvVAlK1l3hkJA5kiEsYoJRVFrN6G+eJOTrsSfN535nudzD7Ax6parKb88LvAadSi5xqVy5hMrXiuqep7mM9oMqdgJhWw/39RG1VVF6vqEvv6O2AdRuEE815Qasd7wbEdOOWzZrEH8APwlIh8JiKPi0g94AHgEUx9+eeS+l+VZJJ4JwXj/T1UJmMyewG7iEi+iMwpZ16cBMwGZqtqYVL7O0nX4qqqFeEP0wd44Vf6XAC8nrRem+V+APPl/R3wBTBIVX0r5xcYuV9M6p9Zzizb+5eHTC2quhoYCazCzPBsVNW3kvuIyMHAn1T1v+X2/RKjrH4APJS0qU05uTtXqRA7jgXA0SLSSESygB6YVDK16blWmYzJ1ObnWlNVXQNg/zfZVmcRORxj3Vhmm0YDU4EOQPLn5O4k+cft+GE7Ukaqp17dkliAwzAzPkfY9dHAbZX0HcbOaZ76VRkxX0ofA/UwSYCXAHtt45grqIHmqUrGmgb8iHlYV9bnWGAh0OhXjlUr5AbOBO7DzHjsiTFXN9jGsXYGs/suwAzMzE4EY1Y9N2m7B+QDeXY9H2t2r+R4eeykZnc7/guAuRgXg4eB+yrpt1M+17ZHxtr0XCv/fgQ2lNv+8zb2bQ58DRz5K+cYizO719rFzXzWLL4FvlXVWXZ9Isa3pjaxPTJ+C7yhqkWq+iPmYX4gtYMTgbmq+n1FG0XkAOBx4BRV/alaR1a1bEvu/hhzpKrqUozyuXe1jm7H0w34RlV/UNUyzMxWx6Tt2Rg/wXwRWQEcCUxJDjqqTajqE6p6iKoejTHZLkn1mHY02yFjbX6ufS8izQHs/3UVdbJuV1OBG1X142ocn6OG4ZTPGoSqrgX+JyLtbFNXjIN6rWE7ZZwMdBaRsDVhHYGZCawN/I1KTO4i0gqjpJynqourdVRVT6VyY0zTXQFEpCnQDlheTeOqKlYBR4pIlvVl7UrSe1hVN6pqY1XNU1P+72PgZFWdnZrhVi0i0sT+bwWczq+7nex0bIeMtfm5NgXoa1/3xci6FWISpv8HeEZVJ1Tj2Bw1EJdkvuYxEBhnP6jLMbNClXGViJybtH6qqq6oysHtIH4ho4gMAFDVh1V1oZi6u/MxDuiPq+qCyg8HGN+omH09X1VrXBoa+4XzF+CSpLa43MBNQCPgQaOvEFXVX5sJqw1y3waMFZEvMKb3f9qZocrIFJF5SetvqGqNSrekqrNEZCLGDBsFPgMeFZFbMX59v6diSZtycj+pqjUi/c528LKINALKgMs1EVhXETvrc+0XMtbG55qIvAB0ARqLyLfAzZjMBS+JyAWYH169bN/DMJkMLgTOwgSbNhKRfvZw/VR1HpVzt4jcmLR+uKqW7kh5HKnBJZl3OBwOh8PhcFQbzuzucDgcDofD4ag2nPLpcDgcDofD4ag2nPLpcDgcDofD4ag2nPLpcDgcDofD4ag2nPLpcDgcDofD4ag2nPLpcDgcDofD4ag2nPLpcDgcDofD4ag2nPLpcDgcDofD4ag2/h9RjPLCIbrIJgAAAABJRU5ErkJggg==\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent.set_geometry_points()\n", "# plot exposure with linear colormap and major towns (pop_name=True):\n", "ent.plot_hexbin(pop_name=True)\n", "# plot exposure with log-normal colormap:\n", "norm=colors.LogNorm(vmin=500, vmax=4.0e9)\n", "ent.plot_hexbin(norm=norm)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Settings: fin_mode\n", "Instead on produced capital, we can also downscale other available macroeconomic indicators as estimates of asset value.\n", "The indicator can be set via the variable fin_mode:\n", "\n", " 'pc': produced capital (Source: World Bank DataBank), incl. manufactured or built assets such as machinery, equipment, and physical structures (pc is in constant 2014-USD, data available for the years 1995, 2000, 2005, 2010, 2014)\n", " 'gdp': gross-domestic product (Source: World Bank)\n", " 'income_group': gdp multiplied by country's income group+1\n", " 'nfw': households' non-financial wealth (Source: Credit Suisse, of households only)\n", " 'tw': households' total wealth (Source: Credit Suisse, of households only)\n", " \n", "Let's initiate the entity for Switzerland with the financial mode \"income_group\":" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 21:58:49,445 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30.0 arcsec.\n", "2019-10-29 21:59:04,285 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2019-10-29 21:59:04,286 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-10-29 21:59:16,684 - climada.util.finance - INFO - GDP CHE 2016: 6.702e+11.\n", "2019-10-29 21:59:16,885 - climada.util.finance - INFO - Income group CHE 2016: 4.\n", "2019-10-29 21:59:17,871 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 29 s\n", "2019-10-29 21:59:17,872 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-10-29 21:59:17,872 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 21:59:17,873 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-10-29 21:59:17,873 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-10-29 21:59:17,875 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-10-29 21:59:17,875 - climada.entity.exposures.base - INFO - geometry not set.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/Documents/Python/climada_python/climada/util/plot.py:318: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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q6lCMBzuB2KaeNnAHNniOB2pV9QUXvgB4tkk7lanqSW3JE8MqddRkkG/697PYfdGn14dV9ZImab6F1VOEbYHFzQxqzeGNpjJ1BsQ8MdyMTdrrub70Ju3rtwuA3hLzqLAW8ugomo5BG2MW1cU0ecdEpASjj0RYgH06j/erIlX9xN3frj7SASyg8Z2LYwk25jYtxyfN3NsWlmAT+LBYmXqobbxrDZ9iX4UiDGzmnnh/bUvmGmyBEKE57yarO+88DRzSjvtaw3OYAr47tp8GzIK8mwt7LrpRVffVxk2PkReMvwLbiMhwbIyLwhdgVtI+sfqvUNVhLr49c0bTserRVvrho7H7BLOM98MoKtlYMquMVSJSivXF1d1Ars3I3fZDJtMtmGI/vElcLfYl4iSaUcxjbVCmqpG3jU6ZM1T1OayfDInVfY2YR5BAzLPIt9ztwzFF/2HsS8BBsTS7as5oVddxm7n/gNF3TpIvu22Oj6Nl2FelRe76rVb6542rKW+nob2KeVpEimJ/ze0IXoxx4tqDfwBbisgRIpISkcOxz4YzYvccKSJD3cR1EcYvao/7r/ak3SJE5FsicqY0urgaiK16/xO77Vlsgn/WXc9sct0UX2CfIeP1cxvwtqpe1uTeO4EDRGRvEfFdfY+N5GkHyrEV8AoRGYBtCmov7gWOjdX7ha3cW4B9tvsCyIm5wdorFr8YWE9EerSUgIhMFpHIajMU+6z+NID7gjAHuNDVwcEY7+6BFpIrxyyn9SKyI8Zdj/L5PxHZ2r3oldhkG7i4qdKMK64IblANgStYdWCegfWzo0Qk7f52EJHIYtOiPK3kVdbK3zQnbwVm/Z+lqs25H50OHOfasBe2+e32WF2knVXIA1KubiNvFg8BvUTkGNf3DsWsjbPaU1dfAaU07jFAzIXc8FafcFDVT7GJ83oR6eXKt/uazGM1cBdwuohs6iaMacA9qpoD7gcmiLlkLcDGtvg4fCNwiVtIRK7I8pNoe/pIB/FnYA8x13QpEVlPREa4sfZeJ0u5k+cMbHzqEJyx4mbgqtj7PkDMG0RruBf4gYgMcePRBW3k05bMc4Ddxfy898DGm6Zocd5xis6xLWQ/FfuSeqUbdyOvIx2x4P4bo2UciVPM3ZegL1zYcy0/Cqpaj/Wvv2B0zo9d+KfYQv4KEakQEU9ENheRb7tHOzxnNFkYNP2Lu0S8AauDA1S1rkkyDwHDReS7bky6AHjDGcOI5j/MYOO5sSrt4oaJyAh3Txk2Pn+CfWGKziX4qK1yRPlgvO86bBNzU/wM4023K73OnDOw/Rdzo7rH9JQhqupj1Jnr3ZzR16V9Hra3oVwaz3zpqjmjLV0nMjT8EDMATpdVPS/tFxtHL8a4/QsA1Fz1ttQ/T2ytQsXcfEZfTgqcXOLiWu1XbdRV+6Ftc2U+wia0+N+v+DLH/CBs888KzOvHIFrn74wGXsE277wCjI7FzaRxd3wltlGoWc5Sc/m0I+1m+dgufgA2uH+CWVg+wVZtFbF7TnB5buKuJ7jrnWL3TGVVPuNF2AC7AvuMpJjlPe6ZZYy7dydMyV/mnnkE2Lgl+Vl18+cwV+ZqbCI6k9b3AjSV8zzsC0B7vLL8GFPAV2AD0N3Ar2Lxt9HoCeVLXlkwTxqLXT1/BPyWVT3EDHJlq8N2sLfIy8I8G8zHPr/NwDiHEcd/knu+xuV3LY280luBS9p4B6bQDCcc4x0+4tpoKebZYEQ75BlEK+9GG7IcQ6P3k3jf2Th2zxmunJWujgtjcbfz5ff52Fj8GIzTV425LxsTi2u1rpr2Fb7MMW+N33sJ1t+XYBsin6WxTx9LE/53PC/MUnKHK/Ny4EEXPpZV+36H8mhjjFmFf4hNMlPcbw9TMha4vnEnMQ68a8OPadkryxlYf63CaCbTmpOrlXZoWrcziY0ZTcvq2vxFGr1BHOPCeznZv3DhF7CqV5Z4GlsA2kSOhbixF6MLTMMUn0pie47aKMv5NI5HJ7lyDYz15V81ub9FmV3877Hx6D1sM3HTemp23sEMEVU08RjSJO9vYXPHEnfvOxhHNpJ3LG3su8H2Q+W9s7iw652cW7Wjvka7e3/QJLwHjR5FVmLePya6uA7NGR3oh5s4WepZdaz6fuyePTB+d52r/0FN+mnTsep2FzeOxjH9c+xrweDYs78A/tzGWBWNoZXYpsW9Y/EzaXnfVpvcYzppznDhb7rfZa4e58T+5tI4Z+Qwg1QGWzgMi6XTVXNGs7oO5qBhOY1jvI8p+z+PyRR5ZanGFq2bdrB/tlSnHzVT3kHt7Fet1lV736fIq0G3glth3amqnXJyZoJ1FyIyB9ts1+JnOxE5GjheVUe3dM+6gPbUVYIEawvOsvgmpjTk1kL6M2lh3hGR0diGuUlrOt81CRHZGFN0+6tqZVfL01UQkScwRwRzuyj/TpkzxPa2zVDV4c4y/o6qbtDGM2XY1/r2foX/KvKtlTlDRG7HFo9TvkIam2CLu3rgbFW9uR3PrHa/EpHx2Bf/QmA/VX2mpXvXmZMoEyRoDqo6orV490n7ZBo3pa6zaKuuEiRY0xCjsD2CUZEuxXyFr3GlvC2o6r9o3JDZLSG22fAMzFvFOquUA6jqXm3ftXbQVXOGqlaKyIcicpiq3ufoF9uo6uuOVrVMjVZ2PvY1uzNk6rZzhtpG6qabfdt6ZrX7lao+jVHV2sTX+dTIBAnWKhwH9gvsE99fulicBAm+cRCRn0nrGwhPwN7B97HP8Ce1mNg6DLGNk5WYL+gLu1icdRadOWeIyF0Y9WkrEVkoIsdhm06PE5HXsU2d0f6UscA7IvIuthG3qdOABN0I3ZLKkiBBggQJEiRIkCDBuobEYp4gQYIECRIkSJAgQTdAopgnSJAgQYIECRIkSNANkGz+TNBuDBo0SOfPb/Uw0AQJEiRIkCBB85ivqoOai9h7C9Gltc3FrF288imPq2p7TxBN0AlIFPME7cb8+fOJ70moqqqivLy8lSe+mUjK3TWor6+npKSEf/7zn4wdO7bT8u3qcncV2lPuyspK/v3C87zw4tO89ebbvDdvPm/+9x369C1jzqJfAz4ehQiweY+TufCXv+DMn57H+n17c+hRO3LRFZOYtN+V/OuZt1m8+FN6VPTulLK1hqS91y10Zrmjg8Oaw9JaePGEThFjFaSm0qfzc03QGhIqS4IECb4WKCoqYtiwYVxySeJQoKvw7xefZqOB/SkoSJNK+fTo0YMDJhzEddfczH/ffJ31Nyzk2tuP57WFl5KiDJ8UHiV4lLDxoD488MC9vPXWWyz5YjlH/nBPPEr584zT6dmrmNGjRxOGYVcXMUGCBAm6FInFPEGCBF8bnHLKKZx66qmEYYjnJXaFzsTzsx5n3Nj9GbXrYC7/w7EUlxWw3Y59KSnqheKh5PAoQgkIqEYRFMEOvxPOvOBQjp94DcOHD2fkDoPZathAFMXzfB594ZfsNuRc0umUO/0O/m/8bvzzqW7tOjxBgjUHcX8J1nkk7hITtBsiogmVJSl3VyIMQ9LpNI899hh77rlnp+TZHcrdFYiXu76+nt69ezF63FD+PON0hEJCMih1eBQh+ITk8CkmIIdShUcxSgYPS0MJqa5dQvWKgH4bluBRgeARUouSIsg1MOeVd+lRsT6fL1rBwXtczOuvv84222zTZeVel5CUe+1DRFDVZtXvUQNEXzyxU8RYBakLeEVVR3V+zglaQmIxT5AgwdcGnueRSqWoq6vralHWKVx8yS8RT5n+8CkoCmRRskCAkgOMghKSQcgRooTUIqRQMggFKBmKS4ooKcmhKEo9ig8aAlm8VI6RO21KfS18d49p9Ovfl6FDh3ZhqRMkSJCg85F8C+6GEBFfRF4TkRnu+nkRmeP+FonIX5t55v9i98wRkXoR+Y6LGyYiL4jIHe7YZkTkdhH5REQK3XUfEfmoE4uZIEGHccEFF5DNZhk2bFhXi7LOIAxDbr3lNvY7ZFvEizjgWZRawCdgpVPIBaUaJecs6PUoIUqGkOUIOSBLSD2oB2EODavxNES0gVBrUDwm7nMV2Qbl3XfmkUqtajvK5Gp4d97/+Pzzz8lkMp1dFQkSrF1IF/wl6HZIFPPuidOAudGFqo5R1RGqOgI7gvfBpg+o6jOxe8YBtcATLvoM4EDgZWCv2GMB8MO1U4QECdYc6uvr2X777Zk2bRo33ngjm2++eVeL9I1HXV0dUy44lz7r92bliuWcP20CQgqbNtJAyl37CD64PyGdDwdB3L2QQtTDC1N46iEKXhggYQAaIPgIHosXrWDwlptTUVHxJZlGjNiGrbYcRr9+/SgsLKRnrx6ccPKxrFixotPqJUGCtYZEMU9Aoph3O4jIRsD+wC3NxJVjSveXLOZNcCjwqKpGXlF9bAdWyKqv4tXA6SKSUJoSdGtMnjyZefPmMXfuXI4//viuFucbjVwux977jGfUqFFcc/V1jN9/CG8v/R0bbdQPwcMjhSB4pAEP3ynjHinnGlEQfDx8PNJ4pJ2y7uNpGk8DfFVSYZZUqHhSAFLk0khz3R0/4pWXX+XoY49YRa45c+bw9v8+4D/vXs3nOp33qq7miB/uyn33PkDv3r3ZdbedWLJkSddUWoIECRKsISQKWffD1cA5QHO7UQ4GnlbVyjbSmAhcGbu+BngEmAfcGAv/GPgXcBTw99UVOEGCtY3ly5ez5ZZbMnjw4K4W5RuP3UbvzNy5c7n5rjMZt98QlADIIM67inHLfSCFUo9QCAgBGccpD1x4mpAACOy3BqANeAroCiRMo5JGUULxQVIoDey021acdeEhXHnxA/jyA4IgIAgCHnnkEVShrq4WYT3KykqZesVh/PKKSbzw3Hv8+Kgb2WCD/lzymws458wLurAGEyRYPUhiwU5Aoph3K4jIBOBzVX1FRMY2c8skmrGkN0ljA2Br4PEoTFVfA3Zq4ZFpwMOY4t4mqqqq8r9ramra88g3Dkm5Ox/bbbcd//jHP1bpf52Fda29gyDkgIPHsN3IIdRX2RQRECKUOFpK1indoM5Kbh9fQ4QUIR5KAx5FhGTxSYMKoQoSgk+By6kMnJvFnOfjeZEXlzTHTD6Ifz31Ee/MewMRwRPYZtutWLx4KSuXBtRVFRIQ4OEhFDFyu6057Ihx3PfnWVx39c1st80u7LzzzqtV/nWtvSMk5e5iJNSSBA6JYt69sBtwoIjsBxQBFSJyp6oeKSLrATtiVvPW8D3gIVXNtidDVX1PROa459pEU7dS66J7LUjK3dkYN24cv/71ryksLKSgoKDtB9Yw1qX2PvqYIznnrPOYdt3RlJabV/KQEB9FCAgJ8Ny2zpAsQgrP7N4IIRCQI4tPyvk2DxEVNMyhmsFXn9ATRAsRTwjJEQqIBChZPEJKytM8+MwpqEsDrcOjDE/ShDQghATkHLXGGHozn57N54sX89BDf10tV5phGHLVVVfx1FNP8dJLL1FcXExFRQW9evVi/fXXp2/fvgwYMICNNtqITTfdlM0335yBAwd+o/zpr0v9PI51tdwJuicSxbwbQVXPB84HcBbzs1T1SBd9GDBDVevbSGZSlEYHcAnttJgnSNAVGDduHD169KBv375MmjSJ3//+998ohag74V+zZiKe0NBQQ0l5sSnOZPAodG4OG1CEkAwhDXik3QFDGYzqYp5YFn9WQzaTYcDGhaY+eznCENQz5drzAzxShE6ZDwlcGvV4pJ2nFzVqjGQA88Ji4RCSxUyMaQS467FTOXyvaznggAnst/++/PG2O+jTp32njX/44YfsNnoXlixZyt77j+a4n4xn5crlfPFZDUs+X8H78xfy2uv1VFfXUVfbQDaTI5czDzUi0mxf9H2Pa669mhNPOPmrN0qCdQOJxTwBiWL+dcJE4DfxABEZBZyoqpPd9SBgIPBsRxJW1bdE5FVg5BqRNEGCtYAPPviAiy66iBtvvJFnn32WOXPmdIn1/JuO8tI+aAjjt7uIXFjDtN8dwT4Hb0lAjfOcUuSU4hxCAZ98vJArL36KV174gCVfVFJVWUemIUt0FpkI9O3fk6HbbMwRk3dlwqHfQigFMi4dO2TIqDAFQM7RVNIE1GG+0lMoWectPUVALWHeLWMdgk/v3j15/OVz+ft9rzDltHvp1+w5musAACAASURBVK8fe+49lgMPOoAD9z+UDTfckEWLFrFgwQI+/uR9/vPC8zz/3H+Y9+4HVFZWM2zbjXh+7rX4UkJxecYdfmT+8j1K3RcBU8BDalCU2mrh4/eWUlNliwTVlaSy9QjKPx6dz8knncLjT8ygsKgA8BBgo437s/uY8Ywfuy8lJSWd2bQJEiT4GiA5+TNBu5Gc/GlIyt21WLRoEUOHDmXw4MHMnj17refXXcrd2Xj33Xc56+yzeGTGDAYM7MNPzt+Lo3+0DymvgBB45smX+OWZ9/O/N+fTv18/dt11N7bcakuGDxvOqFGj2GLwZgg+/33zDW688UbuuH06244axEPP/ZQU5grRLPEFzud5Az7lKALk8CgkIENINSnKCMjiUYqHEJB1p4uWENDg0hNyrMSjAAEeuOt5rrjoHyz6eBm1tY0fGn3fI5XyqehZwpDhAxi319YcePgIBmy8Ab4UU1MFxeV1CGly1OCRwqeEwPHfBSFHNaBOYc/iqeWp4UrSmcWkQo9MqojLL32B++76D+YQywg/K5bVsGJ5DblsQLogxZChg7n0N1eyz977dHYTr4J1tZ93m5M/NxJ96SedIsYq8M9LTv7sbkgU8wTtRqKYG5Jydz3mzZvHkCFDmDJlClOnTl2reXWncncmonIvWrSI44+fzBNPPAlAcUkhDfUZstkc24/ajttuvYPhw4c3m8bcuXPZcccdqK62DXY/+9Xh/PTne+JRBvgoDUheMa/Ho8xZwbNOYc8SUo1PGUoWn1LHZg8IqcKnyPHYy506X+V8qAvQgFCO4FGbWU6Y8ygpKXT5VCB4KHUoPkotHsUIhdRUKSXlGcAnpMa5cSzOn2AK6izm4uSxcNGQMFhJKliKr4WgOdSvIPA8AsmCVwGkUMnhU8zyyiqeeeIlbrryaV7+z3v07t2Tk08+hSlTpnTJl6B1vZ93BtpUzE/tFDFWgX9uoph3NyQkzQQJEnztMHjwYK699louvvjiTrGar8vYcMMNmTHjH9TXN3DLLbdy4QUXcdNNt1BTU8tLL77SolIOcMMNN6CqjN1zBACHHbOL46wHhGRRooW+77jpgW32zIebi0bcnWYpB/MME3djYU83ctxzKJ57XikoKKC4JAXkwD2Je8Igjt9uMoSELrbxzxYEOZSQ0KWD2wJrZVJUlJzfk6zfm6xfTkAhkEZFELJABtTSrqgo4YBDt+eRf1/A28uuYf9DduCKK39LaWkJ+0/Yk/fff3/1Gy1BggRfWyQW8wTtRmIxNyTl7j7Ya6+9mDVrFs8++yyjRq0do093LDfArFmzmDFjBvPmzWP+/PksXryY5SuWUV9Xj6ri+x4bbLABI0eOYtttt2WfffZhp51a8pr6ZbRW7srKSs444wwee+wxamqqqa+vI5VOc/lvr+CEE07I3zd//nwGDRrEgrrbSBekwKtzp4RG7hft7LPAeVpRcviUYD7SM+A2m0bcdsF3ftRNkQ7R/MFG5iHGQ6lFAY9iGk8fVQLqnNW92KnwaafAB5iib1bquqpCSsptQ2pAnbPA46zmSkit45qHLo+Id16HKM7lY6nL1QcJCTXjXEgW2iZa8bANrw3YYsF36Yfc/cfnufJXD/PRh58xePBgfjn1l0yaNKnd7ba66K79fG2jW1nMT+sUMVaBf07bFnMROR2YjK1S/wv8oB2OKBKsJhKLeYIECb62eOyxx9h1113Zcccduemmm7panE5BGIZ873uHMWbMGG794/W89c6LVKyXYY8DBjPlksO4+9Ezeeifp/P76ZPZ5f825n/vvMS1113BLrvswt33/OUr5b1g4QL22HMcvXr14sG/3sOeB27JaT/bj6tuO4bDjtqJk08+mYO+c9AqsgIUFRXheeI2e5L/H0ICqp1Srmjeih44pVmAFDlqnDU9zN9j1usMxt025brRaWNkya4Dss7zizpreJSPuVlUcjG5osVASI6VRFOkWfHDmDVeCWlwz6m7J0soEEoOFUXFQyUwGcQjlMCFm3KvBAgpAoK8PR5yTPzBGF58/xKee2sKGw0q5qijjqSiopwf/+QkqqrbOlsuwdcW0kV/bYklMgA4FRilqsOx1e7Er1zeBC0i8cqSIEGCry08z+PJJ59k0qRJXHTRRRx//PH5uGXLlvHGG2/w0fy3GDpkB3bcccfVzqeyspKSkhJSqa4ZMhcuXMgvLjiXxx//J58v/oJ02ufeJ89j9LgBZukVsyz7alzrUGtRKWD/7w3Bk1I80px85B84/kc/4pCDD10tDnMYhozafjvEz3Hr/aew38EjCKhCKEbwOHjS9kw89tvst8svOfGk47nxhpt474O3zUroqB6RVZw8ZcV3v72Y9TpSVHMu5wAgfx26g4UiH+o4VdvCA6csR7SYAKXApRk45bdRBtNLxHl4MU8zEZXFFO5GqornFHtLS5xiLS4Md+052YM81UbztJcgH2fxfv5kVFw5jFtvdbHFkH7c/fhpZOoDLr3wIf5085+48fo/sOvonbn6yuvYfvvtO9yGCRKsJlJAsYhkgRJgURfL841GopgnSJDga48PPviAbDbLpO/txStz3mHBgs+or8/g+z5BEPCtIYOZ+793Vyvt5/71GAdOMAPRoE03orS0mKLiQkpLSygpKaa0vISKilJOO+V8th4+Yk0WizfffJNDDzuYd95+j779e7DfwSPZ7+CJ7PZ/25JKpQm1GnPDJ07JK3Bc5yIQQUg52kWKq2+dzLD+pzJo04H8+OQfc8AB32H48OHt9gc/+fjjqKys4q0vrqG8rNxZl1N4Lo8QjxE7bM6t953CcYf9jhkzHuazT79g9z2GgTsxNMTHx8eoKuIUa1skiDtMSPEcdSWFKe4eskp4GvDw3CZPo6RErhY9vDx9JU2jWdDy9/AwK3hBPm1z+5hyNBnJc9NN1pRLQZz13kedbOKWGpZ2gPlT92LppNxCoMClELWFly+DxOS1ewpcvRQg5BDSFBalmXLp97jg0u/z2MMvMm3Kg+ywww5sOKAfZ53zE0798Xndwqf/Qw89xMyZM6mtreWAAw5gwoQJ3UKurxW6xo95HxF5OXZ9k6rmPz+q6icicjnwMVAHPKGqT3S2kOsSEo55gnYj4ZgbknJ3Paqrq5k+fTr33Xcnr732BitX1lBYkGLjDYvYdvuBjNt7FPseOJTK5XWMGHoxjzxyJ/vue0SH83nhhReYOPFwdhu3Gft8ZwQzHniR2uosNTX11NXmqKvNUF/XQFVlHYs/Xclnixexfp9+a6SMf5txF4ccdCRbb7cpv//TSQweYi4BPcqdZdUU04gKIhQ6zrZv1litxKy+hSAgmmLRwuWcccKNvPzCh1SuNE8pPXuWU15RaveIIALg0b9ffz5b/CkrV1RRXV1LNpPjN78/muNOnoAQENBAo/eTAjxK3OE/whtzPuTqaQ/y7T2246jJY8ETp5QGhNTgEfUjY4Mr9Zh3kxI8fBR17hJrgAxCISaVKdQRX9wUdcmX3e6PECIU4eERaINjnAQgIZ5U2G9yhAg4CotPBTVVIcXlxmOP+OQe5Y7b7mFW8GoAhBKXT9QWlU6mQqdjmfIfsAKfQqf0S54Tr9QRfTUQSvApIKABpYFoc6pHMR4F7qtDPYLwycLFXHD6Azz28Kt4nsd3v3sQV135O/r27bva/W113+8//vGPnHzyyWSzWfr3708qlWLhwoX06NGDZ599ttXNwd0Ba2tc+/jjj7nnnnt46623eO2115g4cSI/+9nPWuaYDxR96adrXIw24Z/VOsdcRHoBDwCHAyuA+4D7VfXOThJxnUOimCdoNxLF3JCUu+twzz33MG3aNP773/9SVJRm6OC+TNhjAJMPXp+NSkoh+Jyg32Y09PkWX1TWMW6335NKlfHOO+91OK/b77iBycedwqSj9uGqW48CyRFoLSkKCCXEkzJnGQ0JqWKr3j/lpBNP5tfTLlvt8oVhyCuvvMJtt9/AzX+4g8OP/jZX3/ZDdxKmbWr0KSU6idMsu5FSW4Y6/9+gaFgH1CHSg1CybnNhQEg1HkWEYcgbcz7g6Rlv89mnS22DYuihmgNNUVbSi+ralQzctCdDt96EbUdtwIYbbkS0odJ8fKeBGrfZscBO9KTA8b9rnGJc6BYS0YFBOYRSR/vIOCtxvdscGblLbDAZyRBS65T+LD5lVjayLrwInH9zdYsUkwlU6xFK8VQItBpPfYQcgaf40gNE3OLCB2oQivEopLYKisobbONmzF2iUWfS1uKhLYY8yghc3SLNt4Up4CZroyvI4ny/8ShCY64d7QTUaqeMm293jKpPTmrwpAClDo8ywlD43eV/5aarnuTzxcvZdsQ2/Payy9ljjz063PdW5/0++uijufPOOznttNP47W9/m6d61dfXs9NOO7F06VIWLlzYYVk6E2tjXBsxYgSvv/46FRUVrL/++vTp04fZs2cThmHrivnpa1SMdsE/s03F/DBgH1U9zl0fDeysqsmRtmsJCZUlQYIE3R6PP/44x/7gKD7/fCm77DaUhx87lj2HlFG4dKUzCldDfcglt3zIlJueyT+34Yb9mTnz0XbnE4YhDz74IJdccjGvv/5ffnLmPpzz84Px1FjHnmbRaNgUcYfdAKpst/1mXHft73nmn891qGxhGPLZZ5/xxZLPqa9rwPOEHr3KOGfqoZw55VAaj7qHyHVf5PAv/u3b/IRonjet7i8iYZiskk/D9zy2HTmIkSOH5/2CmzKYwaOCuiqhtByyVDnqRT2NlIuIQKNEDgUbYyL3go1Sx6VV4l4HJCZhc+XDXUf5RSHm2SVyYwhRW7grVTzN4oU5e0YbHHc74n1HObs2wOzjlp7kyxLmZYqXDzxyqIYgLv18DXy5LcS5gmxaliD/nOZrIPprrFVAFdEsXqgEfohKZBwRPM/n1HMmcOo5B/HirLeZetbd7LXXXvReryen/PhUfv7zn5NOp1kb+O53v8uMGTN45JFH2HfffVeJKyoq4vrrr2fMmDFrJe/ujpqaGsaMGcNzz9lYMHXqVF566aW2H+waKktb+BjYWURKMCrLeODl1h9J8FWQKOYJEiTotvjf3P8x8fDDefPNtxi39zY8P/1M+pR7FNbPJfXFYtAAcgHkaiFdxvk/7E9BeSl/eGAR73+0nKqqSn7xi59xwQVTGDp0WwCy2XrmzHmdWbP+xWuvvc47777Dgo8XsmzZUurrG/B9j1E7bcrfnzmNnXfdmNrqHKGYfTMgRwrzumHW3xTQQEjAtbcfy9kn3Uk20+Dc5gWgIYiHitJ48E3kDcQ2Igppho0cznY7DWC3cUPYaJMKjB5S4SywufyGQMBZvbPgNhuaRTaLkEM1Q6gAQuBVO6Uw8joS+QcPyFGb51s3+ua2Q3Usn2oCisgRbV70XHzWqb85Z0HGyReF5cB5OFHqgUKUgIAsvlOIQ2rBcbpDcviubNGzQgZFXJouXc2hzvIs4hNS5zZo2jNxv+JR+p7W46vvFPNaAikg9DxCfDwxT+Vh3h+6OkqQR4g49424TaF21mcko5ByLWj/hAROZkWpBIpcneaIfLIrWQJqHJ/cI1ilzo2jLlqLkLbtphIdcJRByCESEno5VGyzaD4cdW2bZfvdBjLjhZ+wckWKi8++n8t++xsuueRX7L3P3lxz9bVsvvnma+y9nDFjBg899BBPPfUU48aNa/aejz76qEsOSuoOmD59OqNHj+aGG27gpJNO4tJLL2Xq1KlceOGFrT/YDRVzVX1RRO4HXsVeuNeAdcMFVhchobIkaDcSKoshKXfn4JJLLmHKlClsukU//vK349lqy35IUIsEn1LQsIzCmhVIfQ2SLYfaBqj9HPVBS0upGzSCyqAvV13xPHf96QUWLlgJkN8M6nlCaVkhfdYvZ6NNejBk6CaMGLUpO4/ZlAGbFCP4oDWgFdTXlFLYI4tp2wGB1uNJBZ74REfKB5ohpA6fYkTNYmv/VxJ4ClIBgttWmCaUME/RMDt2IZELPiVwXOosdkImzjVfxllU0xiH2XNeUSKf3z4pLQA1t3/qFTrlGHxKaPR0kkKpAdL4TomMlNMc1XgU41NATVVIabkpzwHV+BQizsMJFDjFsoZow6MtPEzJjLy1QC7PCzdFtR7bDJlxp3kC+YUGQMb45+oRKdy2yTKbp7koGZBCt2hpcKdvRn7FU7Zg0gA/TCFqG1RFTMkOJIcnPUGsHiz3OmexLgRy1FWVU1Kec9ShMF/nRjlRQqrcsznXDmnXFtWuLbKAj6/WpkgOzdd5Mb7znw64RUsdPiX4aiehQhGhBATUuP6UdnkVEBIQSJVrC9tPgPPuolQ7H+22EVYV5xN9Bgs+WsLgwZtz4UW/4IjDj2n2fWvv+z137lxGjBjBYYcdxp13tkwz/vDDD9lss80466yz+PnPf05BQQFTpkxhzpw5jB8/nuOOO47+/ft/6blZs2bxt7/9jcsuW31KWEewtsa10047jVtuuYWamhoGDhxIKpXio48+ap3KcuYaF6NN+KcnJ392NySKeYJ2I1HMDUm5OwezZs1iwgH7s3JFJXvssw33/u1UICQMV+KHKyjKZkgFS5FMIbJkOVTPJ7fRVjT02oys7+PRy1lclyFSzqeLl/Dhu/VsvuUG9O3fg5wYB1p0JR69Ua8Y9TwCakFSKHX4lFJXVUhRuVkzzeJb6TjVhY72kXIW3JxxoFVMkZQCQq1DqTeeMIptMiwhlJzbBFnqlM5iBCFwR9B77qj3FOVOnV7puOMADXj0dPdXYcqwAnX4WoFZt2uBAlSqgSLHxQ4x/nOagFo8ChwH2jZvRkfa24E9xVRXhZSVpxzPu9rxu33i3OmASjzKiNwX+lpCqFlCqcKTYrPkaxkePqHk3P3Frgw9MCeCNUDKvi5Qj0e5KeBaDZLOLwBSlDvlNINIATlqEMQpo+LaoiBvTfcpQdVx8UUItN6lX4FKxNH33EbSelfnORqqyiguz5FjhZPV2jNqC9vgWeieKctz2qO2UGrxKUU0bYshqXfh1q72u8HRhkICqvAoxNMiqy8pIKSe0PUbcV81PFf2kGp8LQM81PHbrS2q8Shx9VDm6DJ2/7y3lvGL0//M80+/DcCIEdsxcuRI9txzT/bbbz/KysrafL9ra2v53e9+x9SpU9luu+2YNWtWm+/wOeecw80338yKFSsQESoqKthqq6145513WLlyJSUlJZSUlFBcXExBQQHLly9n+fLlqKpbQK99ry5ra1ybOXMme+yxB7lcjkWLFjFhwgRee+21lhXzjUVnd4Fi7v00Ucy7GxIqS4IECboldtllF5YuWcbhEw/l73+fQZAqwwtzqIRkxTNKQ87HT6XxekBYFpLpuSkqBabQSSEaZlEK8EIY0CfNgD79wPOQoAH1M6hXQiglCEWoVwACSuTCztwMmjXZJ3LnF1FSPMTZUyP3fEbPMLcmgT0v5hrQFM+IwexjFlCP6ORLS1vzacStoeTDI1Z3msaDb8RRUhQlZfmp4CmEzruKKdoe5ivc5Go8zt5zaZsfbXFuDM01YcQGF+LeXoyC48We9SxOQ0QDPLWDgUSMBx7Jh1qbCR553UQ8RFOoGtFFNERE879DVcfl9xAVREJHwhbzIONcL5q9PKovydetStrVvyLiYa4O7f9o+pO8S0ara1xNNNZLRD+K4n0iln2jq8N4W7h+IxZnFBzJ15ktYqL+BXm3kOLH8onq1lwvSv55K7MoeGFAKK67iYeIR+Qa04vK7MowZNjG3PfEWbz3ThW7fuunVFRU8OSTTzJ9+nQymQxFRUWMGDGCXC5HGIYEQbDK/zU1NSxcuJCSkhImTJjA3Xff3a53+LLLLuOyyy5j7ty5NDQ0MGJEozvRZcuW8eCDD/LJJ5+wdOlSqqqq2GKLLTjkkEPYeuutueqqqzjzzC7QVNcQ7r333ryXnA033JBXX30VkTa4Kt2QypKg85Eo5gkSJOh2eGn2i+yy8675kyO/c/hOaJjBTnXMIOIRehB6ZQRSAL3ThNIbo2lgip/nE/ohSgmqPl5YagqNCqFmgTRoPYiPCpiuGGDKlP1v7vS8WFjEC/fdhkm3ERAPs4abizv7C90zZhc1xdAzvTJ0B91Ifd4qbG4DM04JyzlFOuuUSI9oA6G6+EixtsNqtPFaM0gYoF69y9soF6FEp1tGGyYjOoXG0ovY0zlXBjsoJ3QpRQjdSZjRFsnoO5qGIZ7WE/ia530H5PDxHcVDiE7rtJM6zYMMmsXTOkTrENKmpAYNeJJBvRQqIRJm8DRL6KVRP1Kwc06yMNYWoZM42syZcwpu4EqUccpxDi8fHi1axC2QPBoPESLfFlbiqC0i/r1PtBALV2m/dL7MdhapNLYFZquPJLR+Friek3P1Ezj+erTFNuLcR72ggXR2Jer1IEylnN/6qP9liQ4twr0z4LHFVuvTs1cZ2436Fs88Y5ukly1bxt///ndmz57Nhx9+SCqVwvd9fN/P/y4pKeG4445jp512avW9bQlDhgz5Uljv3r2ZPHlys/dffPHFnH322bz22mtMnz79a+kP/emnn2bXXXftajESfA2RKOYJEnwD8eqrr1JZWcno0aO77LTKrwYhDENOOmsvTjn7QPqu3wcvrCfUWuxsxSyoEKZ6u62RaSQoQKkm9MrxPOMgixQg0oOcVqJeMZ4WE2rWuZwLQVfg0xP1FNV6PEk7RajecYo9R92IaAR12Oa/BjyKSVFI4DZfGr+5FqEYn0Jy1NJ4aEwtUJJ/1lS9lCvPeqiEkD9e3k6m9Cl1smScf+vIXWI50aE45lKwximfxYShber0pBjVGlRziBQSSg2idniNSg2eO9QncG78lIjzHnHBI5/hObcRMpWn3hjP3LbCehQ4jnYRPmkQcz8oGI0HKcQXIdSMSzsdo2hASL3Vm9QTkiEVFiGSRbWBFB5hWEkYZsGvQILleJrCl2Jy+Q2QKVcGa4us49zblkxrC1sc1MXaoh7ogW2cNF/spgDnSFHqlO4sRlepRUnhUwoEboFR7Ggr1k+NlhK1RXX+i4P5QLd6tn5TgNGPah2NJUDdb9swq/iuP4UuzWgfgrVRdFppITkxXnwqDAlkJUIvPC0kEGsLU9HrV/lSYv0JJp+6J1defBNjx+zLgQceSO/evTnmmGM45JBDug1F7/zzz2fo0KFMmjSJN998kzlz5nS1SB3GBx98wG9+85uOPZRYzBMQ91qVIEGCrzXuufcejvj+EfTs1ZNRo7Zn/B7jKSkpZvdv784R3z+Cc889l2OOPYbdv707W2yxBb169SJdkKa0tISNN96Yfffdl9kvz86nF4QBS5ctXasyz549myOPPJLDJx7Offffl7eQ77jDjkw4cH/+csu/WL9vTyBAJUUomJVVFdR3dkiFsB4/qEE06/jhznIuzuWdpFBJo14BgZ8i8AoJHbUEDZFQQXOoKqqRcmwwLyiat6A2ei6JTts0S6g6njXOPqoxi3SYt8baFkvzLOLTSC8x+ovk6QqmtkZHuDfSTiLrq3MMqIqo0Uj8UG2zoyoaZkllV+LnliNhDjRArELQMINqYGV15Wi0zkfW8MgqbJbayAEgoaBhYOloFsIACbPOC42gHoReIZHTv7x7Q0e3yFv9RVFxjgHFaCkqvnvWR4IGCBuQELywBj+oxwtqACXULBqalR31mrRF4Gq8sS0iOkljW4R5y3NkTbe72mqLyBljGGsLiYVHnnciy3dkVfcaLd0Kog3Wf4k84tgW0MZ+E7VFVLa4hb4xbfWKyRT2IZsqB3VfGHL1SKioiuvD9r8QOXBUzr7wOxzzoz04+OCDefTR9rsS7WwcdNBBzJ07lzfffJNrrrlmlbhonOiumD17NrlcjpKSko49KF3wl6Db4etoSkuQIEETvPrqq0w8fCKbbtGPgyZuy0VXHka6IMMfrniJJ2a8zuxX5vH0P+soLSuk34YV7DBmAFsO2YmthvdhyeJaXp39AS/MnMOOO+yY50FGG30ffepe9hl/2FqR+6ijj+K9efPYZLP1efCB+0mlCthhx5F88fkS3n13Hmf9cl/s8JkUngihBMZJBgJx/G/NIpIllCyBBE6pCQgloih4BGKbHtW5llN8VAJUA6DGlFfBnXyZQ8kQio84hS6iTSgZp1BnEOowXnIWJRNTqCK3g5EHEs2HN3oVCVEJCMgheVqInT5plmDjGhuJIePUvoxbLGTcb2O4h0ElXlgLNICEiBfikSMgQLUOtNZxuhVfA1SXINKT0Evnrd62ZMih4rk6qkMpdMqdc4sYNoDWOGXUlU+jUzsL8UQtTNJO2azH15STMouK2iFGNIAUOGUxA5h9O5QAJEDCWjxdQej1JKQA1ULrk16IJ9bWVk9ZhAaM4pF19dzgllA0aYuMU68DJ29RY1tEda6mhquaJV9Qt4gB8TKEksHLK8jxtsjmcwypc8p05FXHd0q59Q9cmX23CCKvgLt6yTuVjPpxLh9uXyka7JfknKrvAw0oOTwNIKzEC0H9EKQBpdC5Xoy46wLUcekNE8lkGzjggAnc9sebOPL7P1gzL/QaxiabbMLOO+/Mn/70J0444QROPPFE7rnnHnK5HI899hjjx4/vahGbxaabbsrIkSPZd999GT58OC+//PI66zoyQceReGVJ0G4kXlkM3bHcYRiSTqeZdt3RHHvyzkReKiKvDjhFCcy/tIWnnCLjucnfQ8IC3n9nCZlsPWdMvoNPF1bx6aLFwNop91VXX8GZZ5zN1Cu/ywmn7st1lz7O04++jhJw5a3Hstng3pj3DEHUJ6QGNAVqHijMraGHkMHLrbAy+j0RKUM9444HZBEJgLRzPRcQ+dAmrEM0h6dpRAKjfWhA1ss6WkuK+qpiissju3cVdvw8CEX5w16UOuzgIfOIEfGOQ0ehULL5tlDq88oq+PjOO0jUFjilzSONOI8rZkmtA8A8rNgGR9UsBNX4YRWeeuClCKWHW7iYIsohVQAAIABJREFUBVnUR8SoKV5QhxessEWM3wO8cnBfIkLMgwsS4FNMbZVHcTmEWgN4oHWkwkK327AQlRyqOULn7k88kyvMK8SKaFSGnOXj/I4rPr4Uofm2yJhyHKZIB1n8MCTwCkwusVM5/dA2p4YiqOcTSAOItWfkVjKqc3Gc9qgtzEsNkD8ZtZGyFDplWdQ2ZtZWFVNckYUwxA++wAtyaKo3oVfkvtpkiVxXRt5uzP94Lr8AwNF9LC9TqG2BU4Cn1p/NN755eBEC7DTQyB5e7RaS5lZSnBKuWkeIh1KHL+XOQm8LHglrSeVqSedqSGlg31X8IhoKerqFaBpPily/KyDUes48/g7uuv1FfM/j/8btzv4T9ubkE8/oVvS3+++/n0mTJpHL5ejRowdTp05l9uzZ3HPPPTz66KPsueeeXyn9tTmez58/n+HDh7P33ntz//3325eh1ryynLtWxGgV3imJV5buhkQxT9BuJIq5obuW+4ILLmDatEt45YOr6L9xgeMim50wcu1nnNVSou1k4o5PD53/auNTFzHjgZf54WFX8vLLLzNy5Ehg7ZX7vJ+fypWX38Cihj9jSoN5lzB3dYVE7uAiJSenK/HwXXgGnyJQJQy/QCRNKEXOQ0VxXvkxBcp8RBtfN0ugdqS8Uk9KS40OQNYUUa8YFXOHV1+ZoqisFiRNKApU4mkFnhQ4pd/450oNPj1opDUUOAtqpKxHG0dXbYvIRzX45qqRrCn9TpmP/IvbbG7qpKelgJCj0hYVWoun9Xj0JpQ0ge8sxVqHaNjInQ4zpLJVoMvBKwWvFznfN480eOSowpdSoJDaqhylZSlUs4S6HI8yRFIoAZ4UEqKELMMLi0xxFB+RIkINUF1p/UkbrN28IgIyqDQ4LradLiriuTqKNlzWkdJSJBRCGgg9iLjgvpqLyFCypghLPSENpPJ17hR3alHU+Um3ehDn0jJqi2hPAKQcXzzA0xKgwfkxD/Fyn5LOLMMPagm9YnKFm5DzS8lJrdujkHGLtCLXFlV4+RNS0/iUrLIQ0TxfPJ2n2dgXiar/Z+/N4zSrivv/d51z7/P0PjPs6wAqqDGuBBCXiAgSERGXxCjx54YS94gIcUk0oNFv3DVo0KgEEdBgCCooyTeIiGtACV9wHdSAArLMMNPdTz/Lvad+f1Sd+zw9MG6I08hTvJrpvs+9555zqk53nTqf+hSBVQTfLOaTnZp5138J9AjaQlOPxAZEViGh8DXctpMI3UiRSkg9CFMEFWq6pJAITJFCjbAKEaHSBUQrYkqkeoFPf+oazv/0VfzHF75GjJH3ve/dHPOCv/ytr/XfVKqq4sc//jF77713c+25z30uZ5xxBueffz6HHXbYb9z2Xf37/GMf+xjHHnss3W6XGOOWHfM9tpJj/tKxY77SZIwxH8tYfk/kpJNOYuddduANr/oEmd4uOA0fZFaNvLGy68PS37l4u0Xm/vEdn+FBD7lv45TflfKD71/D9EzbkzoTmaJOmCCzpAxFELFIdRJQCSQRaoEU26QwY46yGL5cG2BDLsde+AwUZPq6JllPAim0qWPLIR0ZHww0ON2AsW2owdy9T+pR00xzNzqv+a4t6SK5G2k9Lb2tjEdX5+4Ai/JahFQ1OdTI+PJUJqllwqLMcUj7B0rQNlJXkEBDIIlFeUPdRXRAUpqNQaBEtTJdaOYMGSCa8eyCJC9H7xhvkQKkZX1KCVJNSF1C3SNoF1JC6gGSApJqa8d1PdzElCN6iNQhkkLAoBil5QgE0BCNBlICeZMznPMhpns4ezRzNqoLm5no2isZ6sJOWZImNA0IGhBpYcnGA0j9pl31zVdeRah6jkK+LuDc96OA3iHuu8DoG63gUL5u92RazuC6sC+0jySQJKBFAzdDBA0lqZhi0JomFbNU5RSpXGPrIrYw9qE858nGFSYIxSRPe9YjOOX0l3Ht4j/xp0cfyLEvegn73HctN9zw01+0dH9nUhTFMqcc4LTTTuPZz342hx9++IrGyj/nOc+hqqq7ZQLrWLaOjB3zsYzl90SuuOIKNqzf6IlR0jh3QuZLNgAGQCbXy84mIzF0AY56xiP47neu4corr7zL+ptS4vDDD+cz//4F3v+xF27W19z/IRFg7rGMxI4Dueokw95nimyPvEvzab7mzNDOAW0uePJrzj8twb8EJEJog+QNQ4RQQIgemc+zJ+R0x9AkDg4TCLekC+vTlnUhzb/D9+Sxm4PapFgiqgTNtInuoIpBXHIrdTFJXcxRx2lSmERCbJ5tXE7VZuZELeHUfq6I2iWmAUFrJG8aJAxHmyCkAa16A+XgNoq6S9QB0e+XVCN1RUgQdGiRmT9EUMOUS3Cu8uHGrBm3azQss4zb62J05kZ1Ic3PI7oQafQJgbqYptfaiUG5LXWxGpUpOxVQP7UYbc15xaOmkZ7SaH34f/9Ug2PaR1Nkh30ctXhVJSgEHRC0ImifmDqWEJuq0b3GsnZkhGM9r4BGSz6/GgJ1bCGxRARiKHjnB5/Lt3749/zspz/nXe961+aNryj52Mc+xnOe8xyOOOIILrjggq3dnTuUEAIhBHq93i+/eZz8ORbGyZ9jGcvdXr7x31/nhNecyJcv+TIHPHIfPvrplzt8w+nxUIwzuetH6z0Mg2vgBTviz0l+iUSfY152CGd+9CIe/JAHs9uuu3LIoYdy5JOfxBFPPIKyuOMkpkHV51vf/hZf/cpXuemmm5menmJqeoqZmRmmp2eYmZ5mbm6OH/zg+5x99qe47L+/yaAacP7XTuQh+63FkuQqd2Ki4Wx1AqVrCXjS9euLILHB+WZ8vOGL8/eZLaOHOsY3448zlMUw45Y0iAzI5dQtUtxHxedMphzC0sf4M7qUTDluODVMGlae3ubG5jxQ08OgDL1foAtxbm0fG5boae5w38ecfJzeuiiJLmgiaYeYBoj2DfdNjnR3AXGM9ixoH1KNhpJKWo0jpjpA0rx5brGD6CqS9EgKSWsQ8aTJnuG86yWQGkKLoJsILKEy6ZHiiiLdhtSbKAY3IyQGJVSyHQRFtXaXuUZ1AdVpn8Ou67JCWSLIFDmZ0zDalWu4B+QxBioWKSl9fkyjia7bUOaV7xGIm+nC2pYGPmTQmVx9FRGSRCoJVA4bCtJCZeDP5si50U1aJL22KqIaSLIIzGCJoJXbXoXQJaglhCYq0ECSLpH2sF9qek4sEdSi+aIVUnWR1AX9OUIXQpu6mEWZMFsgObVlTl6Nzdq2/BL1MbZHvs9nF11UJ5rfA7vtPsn0TJuiyNVmV6589KMfJcbIkUceyf/8z//wgAc8YGt3aZn0+31SSrTbK38ux7IyZOyYr1ARKxt3GfAzVT1CRL4MZCDcDsA3VfWoLTw7B3wXOFdVX+bXDgLeAVykqif4tYuBmYwvE5E/At6hqgfdVeMay52Xqqo45NCD+cH3f8it69cz6PfZ5/678skLT+Qxh+5DYiNQMuA25y4uqLmNBmurm5qkuJqNHgm27y2hcoAUfb505Zu47trrectrP8t/XfQ5vnjRRTz1qKfxhCf8CRdcYEfHX7z4It73/nfz5S99lVtvXU8IwvRMm/ZEi7qqqWolVTV1nahTIiWlLCL3fcBuvOJ1h/PsF+/L6tVrMJdsfcPRPWADohFlI0FnLPqnMBDjg7ay5wBtaDYXBUkWCUxg+O7bEEqC44iFEqEmsZHMxV2zSJAZjBzRyt4LFRUdhCkCicQ8BoGpqVgg0Brpq1ElWpn2iea6EOhzK8EhIlvSRc0m48hWpaaHSuEOdUFkEhhYHynM6QOiTpJ0A0KLSKDWHjVdAm1UNrgTHkEqqrRAZIIkGyiclzzpBlSmIQZqNlCmNlItALcSdBXoRmJYQ0xtJCUGoYvh4h03TkGgi6RbKQcdWv0fo8WOpDAL2qVc2kRIS0i4hRS3gbKPsh7RGULdQRlA2A4JFYn1GGSpokqLNuaQ3BbbQE3FPMIkFRucT9xYTLIuBo0ulKrRrY7oQulz2x3oAmrmPU5vXOg4fCpJByVSyZLpQttmQ5LtadF0kdeNtIAJknQwDvJplA2+CbR+BSZAa2q92T9XatmEaptabiXoLEKJaq9JCq31ZkqdINQDQlpE6htRJkFuoWYXVEyHtg4KEvNEpoA+NcZElJxn3zD3NcptBEpqutRUljtA5e801paUbialxMTExF33i+y3KB/+8If59re/zZOf/GTWrVu3tbuzTN785jczNTX1q8ECxxHssTB2zFeyvBJzrucAVPXR+QMR+TRw3i949mTgS5tdezHwaODNInI/Vf2eX99BRJ6gqisXpDeWZfKd73yHL138ZV70qoPZ7+H78OjH35s1q3dGHKVtxXFa5GIkFkH2pDIdgDpyVQJK4Q6rUlNgiWYlBlFosevaHfnAJ15AYJLOfOTqq77LUQe9jZnZafr9AXVVsce9t+fPn/8IjnnZoey8dhZlici0RzknAUgMSJjjlTypcchyUnjf8fcLoi2PIPcJmqEgJRJqcyo02r0OL0EqT6qrwceUseQGO8hY5JaDVkqMNaMkUjCksssY75YVzGnQfoYDtqI+baySYumfRYb47xpj5Ahk3DbYCcAyXag5+kgALQnqFISa+xK9pHtwXZS2YcIql4pmPLUaVlgCqlMIfdvQSAAtCLSIWpI0kMIUkgaoLhEkorSM512m7fxEN9CqusR0MyI1/Xobgk4RNFj/tCZoTdQB5WATcfATiLMUixuhbEGrRtM8YRCQ2uE07YJY1UCXFFoE7QM9o7XUtsMqzJGO0iJqG80l6hkmWEZPUh7ST5Zb0EVpcwe/si7MSR34HGf4R+k5AZXZkJSOYLf3i1NMZmx8HoNIi+j2pZgOlBqRFoGWc8kPbD7F4CxBIkmtmqytYEGSElMPdIFCEyHVKG1SmCPF1TYXcVtU2tipi9kzzRoe9i9Q+7hzjkReFzXR8fnic4EKIZm+61rvNlHeXLV033333dpdWSYpJT7wgQ/wZ3/2Z7/aA2PHfCyMHfMVKSKyG/BE4C3AcZt9NgscDNwh8ayI7AvsCHwBGM20Ns68Yc3tLG8H3gCMHfO7gfT7fd7zvn+g1S456V3P8Ihcv3EuxZ0Wcyryv1YZExV3HgtzAtRwpRZps/Lk9oe8dHCGJafl5LxIYL8D78vVN/wTZ3zkP9h5tzmO+tM/JhbqG4HgMILCnSb8j76Aly636+LXLekxuDMe/D0AIuYkByYglIha8lqgghS81YhIiWLOukFRCoJ/5THg7xG/btBKo9lL7gSHJuG05atjMOwLofkcpzAMTRtgDn5B8KTQrIvomwMb2agubP6VhKRIQUS0dphHtFJFYghpJJAoEHWHUSCqQBJEEuqnHUmgoLA2NNp1GZAo3SlMIC00lJZAiBfyASS0SMUspG1BAyEtENLAcc0Q60TQirJeT1FPggSKwSaK7gCKPtAGbUEVYCBAC0INdUmslLi0ibpMVO0WFaBiBZ3q4GPSgsxcIhnHr/n7zOdeLrObLenCNpmh2aTGkTnPzqi6jRsPTOm6sI2gbdTwTVmkbuypdEc3w6RG14W4HaamX7lqalDbDCA2BhFB1AsRaeWushBUKeqO/ZLWyqPupkeVOVKEOpZUTCAyAdIHmSA281GQSES3M3F4T3B4Fl4Yyza7eV1EzyUo3IajjaUeUC3Os7jQY7vttrtTv6/uakkp8ahHPYqvf/3r7L///px55plbu0vL5JhjjmFhYWHFY/XHsrJk7JivTHkPcAJD6MqoPAX4L1XdtPkHYt7MO4FnA5tXXvhn4KvAF1X1uyPXvwY8RUQeC02d6bGsMKmqiiOf/AT+48KLaE+UvPyEJ2IRQKsMaJFi48U2R6NiWMkQoETFsK5WAMbcDIse27MWBRwyhhhuN0dmu9TOJ756m0le8prDMP5oaRxSK4oyZJXIuO8hg0XBsJJhTaa3y1UZh/3OGwiP8kukFvWxAlK7Y5TIVRaFzJGd2T6sH8mLu+TrKScrNt+VNMVnNBGpDD+NFRQaOm6JXPGRpqJkxbBS5KguKv+5jeHSN9eFeJ8GBI2Eep6Q+mjqmtMrfQgzVLEgiOGBRe1+JVIjiEwCVrXUCiXZ6PIJgkptkVcpfJyFR96T4/NtrrJDRwANc4YpZxek7oBWSOpQpgWKNI+olacvex2K/hJUbagdm173zcFOeRO2gLYnSEUbNFCHtpdR8nemDpqcn14UoQv0PfF2Eg0RtLa2RIwRBTsZSW4jo7qwOcax2v070EVwW6kRJl0X5mQP7cZw14kcHa/dfg3QZDaGjyJ5dGOYYWAFj4TMpWPUjjntMpqzLSUaCkSD03M6D7q0rGqqKilMkqQgaU0Ks4Qw46coZq92QlAQcGaixrb6PhdpZN1lm/UCUiO9TpoQ9eekwCrpKsQ2f/6sC5iZmeT5z38+K13WrVvH7OwsF1100a9fafMulE9/+tOcdtppnHvuuaxevfpXe2gFRsxF5L7AJ0cu3Qv4W1V9z1bq0u+9jB3zFSYicgRwk6pe7rjwzeWZmJN9R/IS4AJVvS5Xb8yiqhcCF27huTdjUfNfyqI6Pz/03RcXF3/Z7b+X8rse98LCAk868ggWFjZx6hkncugT/xAh0JtXEhlTbdzHOdqd6BC96IpFzlp+XNJ3TGmmbJv0xLCA4YgrcvGc2jmgDS4woL9o0e7KkxzFE8WiO+yWDFm4s90nMsmwpHybzPgRmWocZ2GGmo67WVPuVJUI084vHb3vFtGHaWrtAG2PQObiLoqyhDBJdvwjE369jzANXq3Rrte+WZgkJ48ajKImyfB6YJLeYnYAA8oUyhKBSZ/zIcWhRTkN66wkg5CQSDJwHLltFIx/fdHiuakk1BuJNUiYpVKr3qmhTSVQSEQ1oLoeDROYkzkg6oS7o4sQDKahUhGYtfnWCpUWKpZEaicrecMyg8GdSgJt42KnQJil1nlimqNMsywMhMFSRFIJGinS9iCBsn8TRb8NVR/SzRB29ai3QtwGUgUBUtiWlARlmqSrqAaecCmTpKCoRIIWkOZJEnwDtIDGaYgtkhrOmzBl8BtmCFJg27KS2jeC0TnizRluuS4yX7ltHmHKkzwLokOebAM46ddbbmc1vUXb3FqRn0mE4PCrSV9Ddr85+RDc0TfnfYKcpFvQ9u1ftpsuuWiU0ke0gDSL6m0EmUVok2SASgliicq3X8PiY5sdWcPGC29nLNO+VgSh7Ws4eR9tExOYsDWsQ7hOYJJeJ5C0w3Ev+ld++L0u55zzb3eL3/Hf+9732G+//Tj99NM5+uijf+3n74oxnn322Zx88smceOKJHHzwwcv+bm5RVihLiqp+H3gINLlvPwPO3aqd+j2XsWO+8uSRwJEicjgWTpkTkTNU9S9EZFtgfyxqfkdyIPBoEXkJMAO0RGRBVf/6F71QVS8SkZOBh/+yzm1eiGElFtr5XcjvatwpJR74wAfS7W/i0u+8lTWr15BLu6fmz35F5sgWampnHIlkbnKjqUvOBBH8iNsij2nkj33hjnZ2qINfD+70Y5UgyXSM+PXkzkuFQUaSX6/JFRiVwttyWIX3C4InoBmHyWgksnbXs/C+B8fRJsQdpTYZ961UPrbMSV2R+SYyTMf6NIk0MzUgePTaNjcGfkhNNLUieNR+crZGKJ1TvCYw8LHViOZNSSI20fbaC7z0fZPgMIfUJ1CRdEASczZjVRPVTgBqadlmS/rUoUZkEtUKFY+2e7XNqG2C1lRSQXAubalszhXQJZK0UVkiMI3IcM7Vo8R22uHwFzszsE9TotAWgxCYmo1Wlp4JhCk7j+kvMLF0G0X3NqjWe6X3FmjXsC+pD9yCFolUJFKxljouMShmGISBVVelT/QEXFSN55wBdQQNFRqjbS5okaR2XdSIBPKpSjViNzbnZhlm/3o7u7GzlR7RHXDxXIqEFTkKniMgwOTs0G4yl7vlR1hkPLhzbcnSye0mYZF6s3ODmAzXBf6c2Y161DzzxfcNUiQ5tl+RGXxCtrNmDZs95VOi0Gy5Kl9D1cgaFu+vre2gE83vCCSfkBnNY6fT5+D9T+DGn27ky5dewr4P2/+u+rX2W5eiKLj00kv5y7+846JIN954I6eeeirf/e53+dGPfsQNN9zAxo0b+YM/+ANe//rX86QnPelO9+Gyyy7j4x//OJ///OdZt24db3nLW3jta197p9tdYfI44BpV/d+t3ZHfZxk75itMVPW1wGuhYVI5XlX/wj/+U+BzqtrdwrNNuEBEngv80S9zykfkLcA/AT/6zXo+lrtC/uzPns5NN93A5T89idnV9sfVaM6y09kFr2qpVPzsfzfxvv/zWb5+6fd51eufzFOf8XD/wxywY3pzGuwP/PLrljQ28Dajv2vg3+d7gr+/9Ohhj8DAHYAu0rTdQ3QA2kPpIFqC9EkCIrnMfKY77Hv8svCIeS7C0vcxFv497lAb9aFds+N7vC/i2FmrCNn2MRhtoEUMu80mxthc8DZ6HpFMfp/BGoyNRchUdubG2FwF7Vp0VEugb3SECkhAJZFooyz5nEdEQbVjeGy6oB1UJkjSB6zYS62VO2CJJMmYS9TgCrjjqcEK/iT14kRiEJVEj6A90Bqla0gX+iQNhJCLLfWae9GESETpIsmx09Izpg9RahlQS4IgHqW2okqEQF0KISmiPUhdRAagS6gYvaUM5pHUJpZL1GE1KZZIvQEVqMOM665n0d4wgYRArDdi9JQDZ+Sx+VRJJOkjDmVKukRQc4BrEZDCtxUOSWKARbBbvikctaeB27GdgAxPeiq3/T7q9pH8JAm3keDtWtXWDNfqupOeKR9bfr3XgE/svWXTdvR3Zlx6UhBJBBl428bjkp+zsfTdAiofZwsh04vmNWz2unwN90m+ibT10QLfJGeQjdLnp9dez18c/iEWNyWu+dE6dt5ptzv3i+t3LPvttx/nn38+nU6HTqfD3//933PJJZdw6KGHstdee/Gyl72MqakpdtllF9auXcsBBxzA7rvvzjnnnMNLXvISHvnIR7LNNtv8Ru++4oorOOyww7j55pvZcccd2X///Tn33HN/I9pG2ToR8+1E5LKRnz+kqh/awr1/Dpz1O+jTPVpktMT6WFaWjDjmR/jPFwNvU9UvjNzzR8Bfquoxmz37XMwxf9kvaP9ib/8y//lyYH5LdIkioqP2slJL09/V8rsad7fbZXp6ioP/5IHsunZbbrlpntvWd9h42yLzm5boLHbpLvXp9SqqQU1Kppsdd9yBve97H7566de41947cvpnX8G9997BnQcv8kLhf6RrciXAXL7cjr2zs9dtYCad+cjkrEWME113PFrkSp3mEC+CM6MELZGUCJpILJIkoTLhuOkIYjCX2iOgoWGHsKioORLBI5st72PVfImXPR9ianP5c4PlDKP6oHQAHJpgZ8aJJczZnSAnC+aS7pnRQwgszZdMzdZNZDPDCiyZNJhDmhaQasFSTcMUdZwl82/n4jJCG9Ec3xRUKoSamJSgNUlKUgiILpGISFhluZEoKrizrWSmG3O8AokFggDaImgAtZEnnYfMhR0mSdJ2fH5teHr1aqUSETWns5LaKQFbLM1PMjk7GDrRKgSNRA2gfYr+etq9H9Pa9FOb7zBNNTFN1Z6hnL+ZMLgZQkGa2gktSpIInfY2pDhDHba3U5ZQYJzhPSRVxCSOk08+hq5XeW0jYQIhmtOui+ZkSyCIwZpwhza5A2+FiDLjT918mU1ZAm62qcwXH5ihMw9TswPsbKbvdpFtBD8dWsROpaZGdAEGf3Fd+7pQpytUT74cJpAqMKDWgZ0eSE5KHaBU1PTIiZzDtbr5uihH1nDeeMUGumQbzCVfX1Og/l5JzRpOqc0+q1/JAfsfyAUXfJ5W647rFKxk6XQ67LXXXmzYsIG6rlm9ejUPfehD+eY3v8nS0hIvetGLOOWUU+7w2d13353vf//7vxE+ff369ey6667su+++fO5zn/ulWHIRQVXv0P3+oz1FL3vDr92FOy3yQi7PlMm/8D6RFnA98ABV/fld37N7rowj5itYVPVi4OKRnw+6g3suA465g+unAaf9kvYP2uznlcU1dQ+X6667jrm5VfzPf9/AD6/eyNzcHHOr1nCvPe7Ddtttxw477MAuO+/CLrvswu5rd+dee92LbbbZhhDMZb722ms54sg/4VH3ez3v/NAxHP2Cx7g7sOgY1eARb3OELIltxp3THpktxVzuKXd0ukQmGeLIZzzyPkGu0Kh0iTpDTY8YpgmqJJ0AWaSQGWp/zjYKGymZIUcug2NqK+aJrPK+zvhxPlQsOKRgkcA0wbHrye+rWSAwSaRN5VFwcXfGHOmJ5tTANgBdP/Y3HHl0thKjdpwm08iFBpc+oGAW1T4xj7mqkdQjpgmSdIHVBCao1DmlQ6DWLiKziBhsQqRt0W9dMIezVtAuwix1aBMoCJ7gWTvsw5I+lahTfm0SJLtlA6LM2BzKpFWEZIDUSxS0qLRPGSapwgRJ5imZQahJ2qHQSSDSly6FrMIw9DMESoK0qLQmsookS4g6j3gI9FqTEFdbcaM0TawK6mKG7vQfkMqfEed/SCjnqNs7MqBAwiSpiCQRYpg1SkeHEaEFGrog04SU0LRAVKNDrEMfkVU2Zp1CEGopUDZRyJTrc8rtZhORGY+cG22nbV4yv7c21+30p4Nh0S1Xo2CiiXRHT/aMlGQcd2QI/7At5BQ1AwqMVtDgMsvXhdnNPIWvm5qe9ytRs4lSVpHoNvZmyaebKFlNzhXJG8fN14UQqD1q7ymdBl2i5Y53ZqsRG78IlcN5Mszsw+++lEG/5l//9Zy7pVMOMDU1xQ033MCpp57KnnvuyROe8IRf6bmzzjoLEfmNk0Yf/ehHs8MOO3DJJZc0v3fvlKzsWuxPAL41dsrvehk75mMZywqVvffemw0bNvzGz69du5Yrr/gOr3vd63jVMW/lwIPuz1733oFcmNustsRVAAAgAElEQVSJ2gA8ypxLlOeoXiS4QzAs5u0Eb35wYhzOw2dzBpPhYwtnAHFaPylQzTSHOfqYGTPwaKJhevP71IkRc6Qykyoa+0wuNx4cniIjEckw8r02UfLcxvC9Vgg+NBhhY1cZbjKG8yTO0NG8VyEztYgGyIwi0jJ4i7TRTKkYWh71FIJvE4wOsURpk2JAicbYQd+d1gCaecyzLqBhWJEc5c/jyLAOawtpo3GGWltWObKhhIxN+6KWUJoUTyLNBH7DuUUiZLpBiYjzatdBGIRt6U6upd3vEdOAmKwa6eLkvZGJbYgVRGk7HrxFClYhM6kQJEeQ/W1qjPNmKy2QgoSgkrVvcCBEjf9ba4JnIogYONtsl2acZgeWVZHpRHHbzpFzdQuySqsj4/Z/1dvIdpOrutrcRwI5wTPbWUCbebR35r7Yu7JNy8h8Z/70bG9F08/hPb4uVNwGBMTmhaa9PJ95/LHZ1GboTmjGbu3/6xmX8qhHPZqiuHu7AyEEXvziF/9azxx//PEccsghv9H7XvOa1/CDH/yAa6655rfjlK98eSZjGMvvRO7eK3EsYxnLFqXT6XDeeefxiTM/zrbbz7HHXjs0Li7+fzsAN/QqzSc5uVP8D/ryk9f83PD7fJ82n4mIY2VBJDSOiDk/+eB9tO3cRmruG36ak1i1cX7yODI5XVrWFs3Ihr2UZf3Os6DLnhq2oohhwkmIJlTVICJaI1oZc4qIOZOhBJ0iaEUKJSm44xXEICmAFRIazpIglvSYeyTZoTOu8ma+JM9SdrzyvZuNqRmqtxiM0z3RBqacG7vtSaAA0ej5QgE64fCPunnXcObzz74REdAQoK4tcVGgjtMkUaqyQNImWoP1VKFFCi2IcQS+UyAMULV0S1Qd564O2YEgmbvdNjKWwlwZY2K2MFVC3QO16q8pZEx2XKZv3DZGLSiPz75Pt7PBUWIMbZxzHbGb5S2NWlNOKt7cpodP2yeJ5ZY53MwOWxuO1lYMIz/ZE4m8YRtdS6PrYvR9NJ8sXxffu/p6vnPlj3nLue/mnibnnnsuN954IyeffPKv/exZZ53FO9/5Tj7ykY+wdu3a316nViArC4CITAGHAsdu7b7cE2TsmI9lLL9nUlUVhzz+IC65+KuUZeQPH7wn55z1SmIwjLT9Ye430VxpkiiNfcWic8Zgocu4wdXdhAFJMuvJwKPohutVBn49Q2QM14tHNlNTlXRATmdUr2g5ZJBR70HX322c5xZTt2TFjIlP3lNry5JCaajjpOk/nrgH0Qu8WDKrbSA6BNp+v+F7RRXVRYKWVgnRk+gMLtBBaKOSCJLZQyKpXoLQImgPkYpCLUFQpTdMZvSRGe63AsT55bNr1ScnoIrjhK1f/RFd9Id91eT4aBu3RU9rx5JXZOYcK9ajoIaxNhpFm1Grmuq60K7rr0LFNiIWp18a6kICGgNBSpL2qIoZehMFUYNBWtJtBJ0xp1oCmvpENaagFJ1HPSyZU07yBOEBEjxplTYS8gYuM+S43QSrmhroIamLhoSyGkKNaCKKMMxBCD7HCaup2SNHjpN/buPuun1ZsSRtNijGqGOOdeE+U+X6ub0uzD7yBqffrAtpbNCeNQuoySczZn9WPCuff9i6WMJc8LrZluV1kdOQh054Zolfvi4Mc55rB3QwKlIh6YDzPvUV/vLof+bRj3k4Rx555K9G6fd7JH/1V3/FYYcdxpo1a36t597znvdw3HHH8epXv5rnPe95d1HvVpaoagfYdmv3454i94jzl7GM5Z4gKSWuuvoK9t7n3lx+2eWc839fw3W9D/P5b57IXvfeCUsoM25ow7d2IDvadDHGk647NnaHObtCzfomkTGRa1tFKjaRk0drFsiwl4p51B2XRKdpT6X2qG6F0sGgBEvUziJhSXUD/75yfK5xOpuzmhNDa29xgRxJr9mEOV3q7zcayAHrm+/RyhlN+qg7OIkljxjbXJgDE6iZN0dHhDontUqbWgZWOCb1SOlW0B7owNhaVAlpHur1SEqo9i2B0SO/ia5DUKCWygrJsISmASTxMVvBpZoN9owmas3zLD62vF1yXUikkjznFYkO+DhtrpyhRZYMIqILNh/uGJqDWdj4tUZ14HNeuW6XUKfnq1lCJfkYOiSZporT9CVRxTUsFdNI9TNQIUmfOhi0w+xsCQ2Bil4Dcaqk66cABRUL5CJUiQXsLKSk8kRdZUAtm6iLgipOMghti8xrz3jPNaI6cDuObtfZbrI9Bx9zLk5Ue9+UivXujEPFbeRTippNjZXXbvMJm1ugsRu7Pmh0aHZuc1czT3J2oWGStLGlGDq8bnRhZzWZFWjg68I2CbV0UClI4nrGGGlsLVp+iDb2nMesjZ0rwhtP+Bde9MwP8+IXv4SLL/rqb+tX0N1KNm7cyAEHHPAr33/LLbdw4IEHctxxx/H2t7+dt7/97b/dDslW+hrLipOxYz6WsfweyHvf/25a7RYPfOBDSXT42o/eyKMOvh/5ID5HvPMxeYaN5Eh0rtyZYSz5eD41z1lpHt3sP8iQAG2eHT34X/7+HP3MkfdEBgdYzLsm86dnnDnNPbktS1EdVtzMUUJnOmn6DsurHg77lXHZikEpVJPDLfL1PJ6ACg08RMWx2cGi0oKaow/mvIdpoz+kBO0ZlaD2QIcwERUH3kgw7LQMx5YdteHsps3GmDU31IkamqYZ2XId5HFspgv1q5rnJs911rk211WCR2/Fq0RmHeRKo8GtqCTFNlWcIIU5Qr1ESF1zekObOkw0seAGTCERDYIGe89wDFnjaeR9o3pLKCVVmCTFlpurgg4QcjXWAJu1Mfw3z03+OZDBUENwU7adPOejYBaD4ajm0wxt2shfw1wJaZ4fAlpG+zWqn6Eusj0zEvserqNRqEwDGPNrw6q3w+q3uQc2L888/B/40Lv/i385/V94//vfzz1ROp0ORVFw0003/dJ7r7nmGo444gh22mknrr/+eq644gpe/epX3zUdGzvmY2EMZRnLWO728pSnPpnPnPdZjvubJ3Pim55uzhAdMquKuTNtP/QuMKYSc4Yzd3doKNksEc3YHoyFwijccupbC+NNz3jckuA/41G6XCLF2sPfXSBUoMHbs6RAnLYueB9H3690EdoY88ro9Qql7UltE80YIksO5bDkx0gLY8aw90cUpLDy5zogpOjvDohg152BxUrZTyC0CLQJGWBNTvhzR1NmzWHXAFIBkxBKpFKCFgg1AwkEbYEEn3+DSwRvG4kQJ3yGh9Uhm7mQgtRcx3XR8r+pt9eF5qI60iK6k2j0kWn4Pqd6tEqxw0RBEbtmhZgM9hKlDdq18aiSwgRBJkyf9AmhDZJQ2ohMQm1MM+3BJoRZNESkaJNS4fSZBgsRCUblKBPudJdIUyQq+oZGfN4GZCadyITZVWiDqENcrGCP6UvJxXw2t5vYVPiMfj2O6CKSEzbtnoKcVMzIWklauj3lJEsrdAVtcHaUfN2KUTk9qLdnNm13GNwl+vuHughOjxiaNRSadYsXA8tJvtZ+htu0yEmtVnqpRyRX+JzgVc//GF/6z6u47LLLechDHvLb+hV0t5GrrrqKgw46iFtvvZXVq1fz+te/fov3nnHGGZx00kn88Ic/ZK+99uLUU0/lBS94we+wt2O5p8rYMR/LWO7GUlUVnznvs5zx2eM59PD9MSx1HytTbwVcxIubmMPccod3EnHH1Ry7jPs23HntGFxtSnbPYnCRAeaAdD0yOE0uYCK0/Rg946MrMl+6quFsRRNK152xAvViRRap7XnbUNMjVxG16GXh9/TJjqg5c7koUE1gmtS0l0vNC5E5ahbJzBhJ+802A7pkZo4M54ASpUuQCZRILQObNzVYguHLlSQFuFOmUoHaPAstECsjb8mvk9QyQCSXd7f301SPbJNhNOb8G792LjVvlR5nSI7zFqYwuEOxBV0UrouKYTLi6NiWECZBQ9Nfi773zFHNUX1jZXe4xgSqi0YnqW2HstSmZ+mDtBEtqakI0iaFnUHnafU30Gtva3YjAUIbtNfY2fD9Pd98TPj7+z6GXPxpgiEH+SSGC6eZN5E2yKTbnyXcJm8Dh9HY3SM6cnvKTD92JjQLTospTLk9Gbd/5jo3WsoOeXOrfg+0yHhuGj0bm42yhNFyxsbOLAK+5M8lj3uXI1H3olnDNEWMal/DPV/DuSiXIEy7Pec1lCE8Rod6yj9cxNn/cjGf+9z590invNPp8IhHPIL73e9+XHHFFey2226klFi3bh3f/OY3WbduHevWreOiiy7i6quvpqoqHve4x/3GxYJ+IxlHsMfC2DEfy1ju1vKR006lKAsef/h+ftBtkAyLyuaqhDkJMvj1JWiihQN3BiKW4Ff4Mz2Psg2p1izK1/f7a3cIWk0b5jTW7si3SNkxV7w4T40w6Q5WdkxyMqi4k2q/kuy6jWGU8q12bnKDfZQeZVQfXwmNI2UOWHDnMjvi5ii5MxbaqCqBaQilj8Mimwa2KcnQCZr+5rnN9IOQ4SdBJgy6IsZIkjxaqhJANtdFrtx4e13gznWmfNxcF7kcvCQhSiRpsI1PKL1oUeFtZvDHUBcZ2BA8mVG1546xQWvMAe752GWoC20BS6g7iSAjuqjMbqSg1hpCSVXMYvSHJVEtpyFISZK2VSJ1PnLoEbR0Gs1k+goGVcoJq9o47zW54qxKy+dlwj83RpbURJmHDrD1tWvRebB3yua6yLrP6Ze6TBfia2JIW1ks08XQRnPCal4X2W4y9We4A11MLOurOebdRhfZbm6/Luy0yZx1aw/f8AVfo8H7ccG5V3LyX5/Ne9/73l+Z4/v3TV75ylcyPz/PNddcwz777EOv1yOlxG677caNN95Iu91mdnaWBz7wgZxyyik8+9nPvtvyuo/l7i1jx3wsY7kby623/JyJicL/wBtPcU71o3EJhi7WqGxOFagjeFYZuSvXKWRZO5lFJC37V5ddW/7VYGHFnHxDvaaRtoZfwzEMMeaZTVp8CzLa1zsa3xApDw3feDMnAMGdwHx9eV9zm+JjEhkigm8Pz/T+Zs7tGLGS8KMz+avpIuOgDe0d7kAXCTQRtYeqMYJYEaTkyOUt64JmLoajleYdo/hr9U9cFwLEgkQEGTJ0D+cz0ztam+p0jWjb4sdq+PncEZHg4PjMrQ2qA2JaRFNJCIqGltMkavOejBzPP2esv4DBbFJtTrYISeqRvmYbzppYrgtd9tmQbnBUFzRP6IguRokKR215uC6Gtr/czkd1If5v1kR9B7rY0rpYPq7N13Di/337Jzzvae/hKU95Ki9/+cu5p8rJJ5/M3Nwca9asYc8992Tvvffmvve9LzHGlVPBehwxHwtjx3wsY7lby6GHHMEbXvdmjLnBWDOSlxG3KJzRHw6P72tjD2GApV8OGmfDoA99J9zruRNUuwtXk/xZS+GrGocws6iIGjRAxegR7XqBSKCmIrnzrzIA7+MQYmNwCxo2iwFGppf7io+th0EcBt7XzLZh4zNMeST5mANqkVup3DkqSDJwd2bg0UtjeFH61A51MSpFw+6q85gbq83AseS5X/b+2kuuW58GZKYPoYCG0rCPFVz6xbowerwcNb+9LvKc1xoQrUmh7+6a0QTmIjPJ6f5GdWGt9IESBIfg2PiT00ya3VQYk4g9m8QYY2JD8XdHuhC3D8FKvud315CWiGq0nBqUJIYTT1I5Rl9RjQQKQloiVV20iKjgRYnsRKOmRByCU0sPUgS1fmQIjOoAlYJaK4L0yYwwFoHPuli+LhIVodFhhoEMdWHsKX23VNlMFxmadMfrwlha7HRJ3LZHdaF+ihP8eqLivW/7HGf981f56ro3Iq5TWz+brwsdWcPJ7XCoi5tv3MiTHvk21myzis985jO8613v4rjjjrtzv3TuprLTTjvxzne+83bX72k0kWNZ+TJmZRnLWO6mcu2113LCia9GVVnsbMQo2LpEShILfpzdxRJBAzULft24wA1rLCQWSeQ/Tt0GV5voYJjdnlMH9s351gWSWoXHmk0EBdUOygKQr2/0I/8eyiJI18rRyyaHZfSADlZqfsExuwVGOdfFyqFvGumr9SX49QyDSCwYZlmFmtuwDUaPxKI7UB0qNpJ0gGqPxJL3q0/mr67YhPGKW8IpLNh86SZUF3wjsojQpaAg6Sbva9fnfMn7O+/JsT2srH3hc7hAJABLW9DFEgYfEZLOG5Zde9QsjehiwR3nPLZAHSof/xIqSi3zWJXLLsoiBrFwHY3ooqDt1H0d04UsgfQ8WXbe9dPB6BK7vtHJehvqwvq1cUQXiz6HHaeXVJKYnSFWil7YhGiHKm3CysqD6qKNLQi92KNXlKRyNbX0UVnyMW0amatFhD5BA8p6S3DVDUi6jUhBLX1qlgjSArenoS4WfV0sYZj2QM1G8M3dkJZTSGwkQ7bsOZvbGuvvs5/0Xp52yJt9zEu+jrpAzfe++0N2khfwxf+8HPGk5JpNrnO7H5YoaPuct3zt2RoOvhWLlD7fi1vUhfVrYWRdLDX2/IQD/pZdd9+Zm266hRNOOIETTjiBI4444nfzC2osv55sDUaWcYR+Rco4Yj6WsdzN5Nprr+W5zz+aiy/6Cmv32o5PfuE4ZqbWkBPmlB6RSSLT5IJAgQmPLi8RmGaIaZ7A8NMLWPLYgMAUdkhvBYICE6j2CWpt1AwomPZ7un5/codp2qOCS1jiacbFWsJcZJLAJIBHIA2bbmwbU97XFpaIZ252ZNrf3wIxgEWSPlEnPVporB5BuwSmwR3vKFMkbSFsIDKDFUOaZoiRr32+OkSm/LrFjiVFhAWCTGIMLOoO3TBJz7DbhtEOnowYmWqi8Zk5JUmPqDPkJMTNdWGY/Ensr2TWxZS3MYUBF3pEZjAIRx+RKQKKyhKROR9HF2NTwZ3eaR/bhOmQDI0piI5/z0mN5hha3F2cOUaoiUxQMyAwIDDjTmifwIRHxPsj1wdYDkEJbCIya2OQGd+UTZJULIGUHpEpG6/O+3OCSocoMwgloh13qBOBRYzNpDC8OC0rgESbQIuYlkAXQIyNJkmgYNKj5pZcmxNCzZ4GBG2D2GhtkzLdjM3gIT0K75eNcxqoqJknMsPRxzya5z3lVH76kwV233N7vz4LLHH2Ry5j9z2256DH7Ys4H3lkgcCkz10XY1BJRM+5CJ7sanMfMYjPjPfb2IVur4vKdRtRFnyd9QlM8a9nXMr1P72Nm27+ATEUvOUtb+GDH/wgO++88132u2ksd1LGjvJYGDvmYxnL3UauvfZanvf8Z/PFi77MHnvtyCc/fyKPOew+iCeB5WSwITrYKfDc8TUnJ/r9ltRo2NWINpRyma3EeEGMts4+M3pAQXV4DxQYENiYUOwevD2jmVNPZLSfIw0euaGnyxSH+XtzWw2jPEBUEE2UznJSkyD0EZ0iiI0saeWUhxkWY44NEkFbZKaTzO7S0APmPmm+LpCEoBW5MiMI4hSDqhWZfi/T0tm8mbM+bDONzH9EpfD70+10kZ1hUESKRhf52UzRmOESOTEUEVKYdMiNQFPJNaKeuJp/zmPWZp5zgmhOio0M+beFzGxiuqi8r/acNmPL/5qec3tKRDT313UhrgtpobRAU9NHm/vU3GuQE7t/iLoumjkJUg51IAE0j9dgLiKeb6H+eWOrw3k1bDqg4rSNNjNJ8pzXI3Nk9pznMr/7kCc+mO13XMWZH/sSf/13f9603x8kzvn4V3j+S/+EGEr+5viPc+Fnvs31193KDjut4qhnPJIT/u4oJtrRR13w3reez4fe8590Oj2e9LQD2GXtau+zMca85C9OYXGhz+n//spGF299wzlc+LnL+dIV7+DH627m4Xvfnlt7enqKbbcZFmz8dYvqjGUsY/ndy9gxH8tYVrgsLCxw1FOO4KL/uoQ99tqJT174Gh576IM9vrlgjg64YzUsFmOY6gHDhLCc4lgzLEJCc3Rv0fXMVGHR8mEKZS5u4mXWs2MD5EI82vQhjTjlXliHnIpoeGAccx4B1JPpJCe9VeZAahfRSEg9pJ6nqBZBIOoCSUrqwkcUIkHEsOAM3KEbSX+V4Zlt8oioMYnkOTFcNY77llSBDgiOhx72v/LkzprsMGkz1gj0GC3+s0wXWpOL34gYnpwRDWTWnIxXNvaOYZrj6FwOEw0DKVi8d5kumhLw1i/Tb+baHn6SLcQ0O2ieFSZGLMh1QWYbGUkqVtuAGEbf/xMrvmO3JQipicgbFt1FjJ0k0EJjtHuxpFYUa0ekGUueA9NhInOIKxUaJqlCG03OQCMDVPqN5eI0i8lzAnwS7WQEqzCbmXiG8521UzUbyc11URQFz3jOozj7tIt5zRuPgmD9/I/P/j9uvWWeZz3vsSgVs3MTvO+0Y9lxlwl+cPUtHH/sx2hPBk5449MB5dNnfo23v+nfeds/Pp8DH3Mf/v3sb3DKO85nux1mfZ2NpndmXYwWElL22Gt7rrzh7X4CUnHmP1/K2/7mHJ761KcxKi996Us59thj2X777Xnyk5/MWFaYjCPmY2GMMR/LWFa0nPeZf2P7Hbblyiuv4JMXHs9l17yTgw99GGBwBXOge1gSoxVLybRuhvnOEAyrPimOtR1GaXvkiGfGcDc0dtn1FE8WBKDvUIQ04sxa28H5mDOXuP0bvM0BVuAmkLSDmM9G0k2gCdGKWhctAq1KrR1wSrokFSIlKgGpNxBTl5g2UlYbKVJFrBcIukRsMMgDolMnBhLR8biQC7r03K3L99gpg9EoitEOhgqVKefrTg3UQ+mAU+dpw/VeNXNes+iuW+GOrCXuwYKPv0XmnbbI9JDTe6gLRRtdVAh9H8/AneyWb37S7XRhc57fn98THDoRvL8L5NqrtWPhjRck21PV2NNwM1W4vdUWDdcK0R5BLRcBHVBoROolDA4VSLIAGggSfJ5zcalMLzgsHKQyCm3qIVoTNCB1TajnibWg9SKkHrFKUC9YISMVknaAgIQJ2yDqAEm4DUVEIenS0Cn394hEVHogAQ2gIRHETgKkSdAdjNi2JQpnXYBy9AsO4qfX3sIl//fq5v4zP3IpBz3+gey8u8FQXvO3T+WPHrEra/fcjkOf+CBe8ddP5NyzvtHY04fe80We+fxH8ewXHsTe++zOq//2aTzoYWvdPjpABuLgfSj9et5i9YlR2HGnNWy3U8n226/iA+/4PHNzs3z4wx9e9vvkfe97H8985jN51rOeRb/f/wW/ecayVWSMMR8LY8d8LGNZsfKMP38GTznq6Rzx9Idy5Q3v4qBD70/NUhOPrb3SZmogF3Ek+pmjjTkiukSO9BpzRI67Ve6wFJ74Zo6o3QOZCA8pPCqeWVOGlGzWJ4uA03xqmOPR9yTtoyqQuoTUR1Ifree96FAusJOjuFaQJoUBKUSqYpZeeyeWJnag215Lt7UD/ThHFaeNMSTNQ0pI6ll7mtxhhly0xUKxiqYBWveRumtJq2rwmyS1s4BEUiio4wQqQi09MnGd4aojo8WA7kgXdm2BXHo9aR+SejseudVIrR2SR5zTMkdfEY1oqi1xtdFF1mfPI700cyxkNhtcE5bQuFwX4s9F8klBJtarXbeW2Ft7uFlNFyo+bx4Rr5eQwU2Eugt1H0kVUndAFwkpgW+k7HQlnwjYW7Jjnk8Kcsl4/EQmSYXqAlJ1CamDapeM28/UglIvEepNznjTa6L0Sedp966n1bsBUgdRaeY8eyGV6yWvFbP/fNIRNtPF6LlFl8zGknVxr7135MA/vi+f+OgXEQLXX38rX7zwao4+5jGNLj79ya/xpEe+jT/c6dXsOfMi3nT8Wfzs2lsau/nhd2/gYQfu6W1bHx924F6u2zxvuPV13c7q5vrw9MWKgb3x+LPoLHZ53OMOod1u3+73yumnn05d13zwgx+83WdjGctYtr6MoSxjGcsKlKc+7Sg+99nz+eSFx/OoQ3dDqEgN1MAcTXFqRJyOLUfMc/VBbSKf2anJRU0qtPnDnp2+5I5B5XCWDAXo+4F/hivk9vruNFQ0BXE007n1zZGnQjQXHnLnVC2pLjU4XqN3S1KiYu9HBJrNxQCVSWpRggYqmSBoG9WKqFYUh4y5dnK/oApSe8KcNP3OUXHoEjWQpGeFeRoqxT5KRCRRURvbB1YYyZ5N7uBG/zdvUraki+z0WaKpja/vjq61CwNUa/cZB+5E1gRnZhFNDGE3PdOFtEbaVu9L1sWw2I6S9dFzbHyJSu6rRdCHNIEZapM3BnmsAtozU9E+Qhe0ImjfGGtSTQqJmPoWJQ+g0iafdIQ8RtdF8ncFp9+06wAVSUwXaESkhlCgtBjIgCjJoScKwSqIJiZ8DiuMCcfssoqT9k6pyewxSs+gN2LzvnxdqNtK4esmjuii8n4bFWVonPjhunjWMY/g+BeewYb1G/jkaZeyepspHn/kA1H6fOPSa3jp0f/E8X/3BA56/INZtXqKC869nLe+7jzXYYYd2Zzj8zPkKfc1HBweNLIuBoOBP9tvNjaf+OdLOfMjl7Bmm1n22GOPO/zdcuGFF9Lv93nsYx/7y34NjWUsY9kKMo6Yj2UsK0yOe/XLOe/fP8OnL3otf3zoA8CTI4MnC+aSN9pAE+xzmuS+SK4pKM19OcEyO7H5eDxX9hy9nqPMOdnNEyCbxDmDR4gGj1IHSHiSZt8S8MgJlqOVFHOZlDZKi0SbJBMkaZGTMa3/1h+L+uZfUcZNLlKgQSyZUoQiDSjqTRYlF5AQ0CAgeczi8yMjfSmppUXNJEgLkQzfyZASDNIgJer3Z0z56Hxp88zmusjlmApyKRrNEeRmHof6GtVFyn1UJdZ9ysFGytoi2MMEUG3GlvUmHunNfc16apJUNZiTr+rJu0XzpUhjN+rzlcedseRNfgERZYIqzjJo7cKg2BYVT65V3yTJsMplnvNc1XJoR25DTX+luU9ErLJnKNBQEEIBEh3OFCG0SKEgSQsNAaUkeQJjfpkAACAASURBVGVUpMWgXEVdbIdK0bQdmuh3Tn6lWRfDElU5yXZUF6MlhHJlzjhyn/Kkp+9Pe6LknDO+wdkf/Rp/+v8dQFFGoOSbX1nHbntsyytf/wQeut+9uM/eu3DdTzY0dqYE9r7/znzr6//L8AQm8K2v/6T5HGDb7Vdz4w23LVsXV11xrbdiOvzal6/hDS8/h1M/cQwpJYrWMKo+Ks95znM46qijeNCDHnSHn49lK8oKhbKIyGoROUdEvici3xWRA+/8YMeyJRk75mMZywqRn990I/vu9wDe8+5T+OAZr+DAR/0BVnJljlx5sGCVu1oFBasRakpWu9NueGq7RylZjdGwQWQV5lwM/HNzKCOrHMvcp3AKNqEkMsuwLPwEmYEjMktSJaSSmNoU9SLtuqBVdygHt1BWS5RaOuZ4jsw2YiXbZ9FQEMP2ULSRokWMO1gEVNTHYWOzviuRGSKljUEiJWtsnGEGjdNoKEEmkbgDKbSIMotgtIqROcxB7ROYJFKAlMSwGokTECNBZhGPlhbMNhuSwBxCTZSCTDtpczvncz7nc177s6ajFmsIFO5irvH5VEpZg9EqBiKrQQJIopA1iNiGy3QRCbQIYjAawiTCKnP0pU2QCXdp57yvhtGOTPm2a9YdbvX3Tfr2YZaYlKiJglXkSpMla9w+Cv8+UcicbVYkESiIkud8DSFMIlEIoSCGNWgEKXagLtaAtAiyGtyejIKywKgCZ5vNi/W19jHPuPWXBEZ0Iat8jiKBOaCiYI7g8etISSGztn2QNQSxBOBCVhNEIAilbGfXiUS2dWda3Yai/7fK3eEJLCnZnPPAnLvwk0TajS2KJ0Xb3NrGZmZyO572rEfw9jf9Gz+55mb+4gWPoSBSMMd99tmVn127nvPOuor/veZGPvKP/8VnP3U5gI2B1bzwlY/l7I9+nTM/8mV+9IOf8Z43f5YrL78OwG2o4NEH35//uezHnPMvV/CTdTdwylsv4Vvf+LG3s4qbrt/IC576fo55+SE85GFrOeCR9+ZjH/041113HWeeeSYnn3wyZ555Jt1ul6WlJa688krOOeecu/C32Vh+bdkaTvmvjjF/L/AFVb0f8GDgu3dipGP5JTJ2zMcylhUgJ510Ervuuhu33HoTl179f3jaMx8JTRQ0Rz8NeWaY18IdndKPxI3GTogGW1DDMNv1IT91jthKA2sxh9uc0bJ53zD6ijt6aeR6TVAhpgFFWqAY3Eo52EBR3UJZdQmpNkwyRk+ooojzlYtMYFzkBYlM45hpA0MzBhuvcWnT8IdnKshJq/IobfphkkG5LXWwaKpKmyBDvnH18WeHeziGjOKLzclAvm4/DyP1BnXIVIt5Tutmboc/W/R3SCmYn/eIuhQOvVmui+GcJzKXeqCkDgVVsYZBbDmzTLGZ3vL7ndYSoNFTnseE0PJofWkYf4/Y503T8jkvTb8jbSsJMkWmjOqi9pmKiERqKUhS+j0A5YjdwPBEomDUzvIc3l4X6m04VWeTvJx1YWPLNpqZf+yZfEKkFjmXADI83bC3ZqrKls+5j5XQ4P6Nr97eaTMVRuZ+uGaOPuZQbtuwyH6P2Ju9778TeLLwE5/ycI591WG84RWf4OCHnMxXLv4BJ/7dn47YXuDpRz+CV73hSbzltZ/k4Ie9gXXfu4EXvvJQv8c2qoc+8cEc9/qncNKJZ/H4fd/KDT+7jecce4j/Pkh8/zs/59ZbFvjHt3+eB+x2Ahec921uveU29thjD04//XR6vR6nn34697rXvfjABz7AbrvtxjOe8QxmZ2f51Kc+xVjGsiURkTngj4GPAKhqX1Vv27q9+v0WUdVfftdYxgKIiI7ay/z8PLOzs1uxR1tHfpvjvuqqqzj8iYdxw/U/58STns4rXvs4AtP+B1+wpM2I0sFo7DK+uHTnwSoZBqbIrBa1drCy3LMYdeAAnA3EitpMuSNjDB9WXn2eXGDFiqSoOyPz5MIn3fk5pmeUlDYZhKTaREw/J+oqJCXq0KfX3pU6etEaWQUUzuriBVDUorgqGcdeUHuVTnv/oHG2rNphTWiKA014v7qodolMk8QKINlcLPg9hp22gkW1j62NFY+ZI0MQKubJLCCBGbITXbHgjqkVAOrOl0zM+txSbUEXnaavVonRKAJruqgXB8pJmENdLPrYKqxIk95eFzqDIZ0Xnb87s5fYOIZjMKxxHocx71gFz5CjwaqO/8/FaNo+d4PGwRzVxeJ8xfRsidYdYB75/9k78zhbquref9euOkN3376MgqBCGBQURFQc44AYNaLiyGCc4xBxiHGWZxyiJvGpRFGDgs8Yn5rgiKhREhwxTxMVRTT6jE9QQBMF4d7bt7tPn1O11/tjrVVVp7svYCJz78+n7+2uU6dq7fXbu2rttdf6LdkZTb0GCys1v52kQ4xVskZkxnVuxXRM1nkrMLQDLEx3hRvxK50+rGCLiNxgkeg147xiOxakMguwLhbGYmIe7y4W6sfN/G/nhVIxWphlOG+yFgyJ2HXz+mdqFrF49JF785OPmwWiqqiNg2C7WYuFjf1eZ9xOY2GyWjGklvKyj1V/XfK+pbVYeGGq8XKPO9zymWxfWOaCC77HoYceCsBZZ53FiSeeyIUXXgjAc57zHP72b/+W97znPRx33HEbz/NruYkIaqvjNe2IA0S/9ZfXiRhTTY7nZ8DlnUOnq+rpzecihwOnAz/AvOXnAS9Q1cXrVNCbUdvwmG+0jXY9tKqqePJTnsRhhx3GLfaa5bv/8Rb++KSjsWS22l+0I//dkyKbhLBIaqswJhXjVVbnJ7ekvhVUJljCYE2bxGhJbNmZVIJGMRIUhWyGL3Vj4Kh/l1wh9YiURxTVZfTGF5PGW1BRxr2dGPd2pZIBWUdoJ5GRJsHNGDGy0wvmJsmwvYfd175fYzR4rXyW5Jh1e6MHmj5r069goGl5t0N3tpBp71ETCXa2DKmndI4n4cVnYSwFJWErgzOvOFVjzXLTN5r+1U2f6cht51QuT+VGHM111ZliIJN1RNYVWvbx2hJudYLqyMdJ7ujFrmELnMoWSBLMN125ampWsERR17nWDbON/T6iZkxQY9pYicTDFbKMUYnFXHaayUhqXEK1anQbCcg0ScgZo5+M8Zk78vn1nfpRHZvs3vqaJR8XK51rde89aXTbYpGbMYAvIrpYtH3LrpfR1DhRT9A0Iz1Yddp7A9Qs+iJr1Ogrkq6VSMCOOTxq+mYatGvYWJ4wnRBqVWBzI1fcO/RpvPKfOfP/cMS9bssdDtuXJzzxuOa588hHPpLDDjuMT3ziEwyHQ/7mb/6GV7/61Tzzmc/kAx/4wDV8em20m1i7XFWP6PycvurzErgL8C5VvTOwCLziOpfyZtQ2DPMbYBORQkS+IyKf8b+/KiLn+88vROSTO/je2SKyJb7XOX6IiHxdRN4vVgoPEflbEfm5WNlARGR3Efnptdy1m3X7wY++zQteeCKHHXYIc3OzfPzjH+X0M57F5/7lT9lt93ky26i1otIRNdsaQ6Dm124abqd2PmylYsIVKD0qtlI7x3TNIpUsWBIcV2CeQfXvLrp5cSVRuKVmmxuSNTXb3PSvqNmKEMSJW81MkRFVGpFTn/7yRRTLF5Kkx0TGTBLUxYDMshuwQyq2goTBtUDt3v+KKxrjJ7NAZoWa5aZvRtx3BeY1tT6HYWt9KqhYdEO4RllyfdlxdeYK6+92N9G2EqSENVuJqp4VW93QWyKzrZGr5grv+yJ1YwBVVGzxPmzFeL8raraTWUApvW8VRiO5QMUCxvlxGcoEUaj1CtfRxOUWv842gsKv/X2ZzAIiCWVExbIvvLahLCGiZJao3KCu2eoLquw6H6MklzuKPW0js0LVjCdtxhP0qHTBdT6xexbbqdMctWx1uU1fJmPf6QeNuUZZQmXJdCdbUQ+nqdmKlUzCx5P6WNmKLZ4mVGxx9LeT2e6zpqJim+t8iy+6Kh8Xi0BqxpPdZ8GxHDPh18SCb8wVbsSPqVnwcZap2YL6Dker8xX/PZFZ9AUJbsAvkjAqzKphdNnmC5pscxhjsanZSlB2KguO61LTt0zlspc+Ppd8HCw7Xn0qrvTFQeU63wr0XO7K77/ddZbJrsOf/uQ/udMRt+LUDz2dC777Q7ZvD33CXe9618ZjDvDa176W17zmNbzpTW+iqlp6xo12PbQbZoz5pcClqvqv/vfHMEN9o11LbcMwv2G2F9BJrlDV+6rq4ap6OPB14BM7+N6bgSetc/xFwDHAt4AHd47XwB/+ViTeaFfb7nPvI3nf+97Pnrcp+PN3nMC/X/Eujjnunlgp8R5kpdBZCu2D9hE19hKhT8EMiU3uKRz4T4/EwMNSBsAQGJA99txiZ3soAyxedhZhBprP7NqJGUo2E7HPVsDGttyT3yMxZ6XfU49En2qwN5PZ/RkNb0tV7AwyA2yy81U8SbEPDBBmXL6CJEMQk1/pUzNGmPXQjQr1PpgMAyzEod/0TRiQZGCySPfaJYmhh7IMvP+CMPSkvZ7Hsg+87yaPRUjPN8ctxrrvfZ8lMeN6GXb0Zde3a8wAA6y25KDpsxX7qRHmOvfsue4HHtIQlR3LzrWHWPJo38/puw4GiMxQyIyFpVCgTXLngMLPD30Ls66z1JHL+l1TIbqJpHNkrUEHoH3QEtHQWw9haNeQIZJmQAYkx8LkMjlF+oapWCy8MOM6teTNwA0fq5aQvGkVFqbXwnUe+RMtFkPMcReY96HR+aAZNzY/Zl0vLRaG7Qx4qIc2+AWepcsT94nxZHPAZInxM0ti2CSMxli1ZNeB4xdYDDHWmOyhOLO+WOj7HOh1+tYHAt+Yhz3vw6zjV/jn/WYOAwhzHqJj8fa/c8BefPdbl3D7Q/YHYNu2bc1z6LzzzmP//fefeja96lWvoigK3vrWt/6GT7WN9lttN0DDXFX/E7hERA7yQw/Ewlo22rXUNgzzG1gTkVsDDwP+1zqfzQNHAet6zFX1C8DCOh9ZBlvsubftbcALRWSDz/5abqPRiJzhD0/8ff7uH/6EJz/rSAb9IeL8DaJCoVDmilJrSjWT0V7yJeK/F82Lv3Cj2Y6XnqRmDB395nsFJVZjsd9cp2j+L9xIsiS0ojHEy849UmPU2mc9hJJx/5Yszx5EVe5GLnaFcjMUM0BJoWLJoSSSJorG0AyjLK5duDEWfRxQeH+MQaPwzwYUHblojrd9TI3hVDTXMHlDF/1Ov0o/p2j6Ez+F/x0JqYX3eTUW9ll7bfu96MizVu6CkiQlIr1O/wZrsIDk17N7t9e2JEiTrUcZsoslX6ZGL6mVRUtEE0kLkiZbNGnZ9L7QklKVQpVSs2FHYUapdPtbUGiBaOF96q+LRXK58QVVQWHXkS7u/VX4NdJ0DPfeGizSFBZhMAcWMW6m8Wrv0/O/e839TaPRv3aOFM35hfev1/SrvXYXC5/DjTG9Hhbd78e4KVbJOujMi+k+FM01unM4xmufwnUez4dHPOZe/OCCS/nI+/8ZwDnPLcb8ggsu4DGPeczU8ymlxJFHHsmpp556nT0TN9qNqj0f+JCIXAAcDvzF9SzPTbptGGQ3vPY24GXAetkojwa+oKrb1vnsqtopwD8APwbe3Tl+MfDPmJf907+5qBvtmrSXnvQ8/upNpzKcGXC3ex1C1LlsY4BryErSMcFhTbJiMMZEYcmKdr6tpe13K4QSLBJRNTL+t+SwGpvmFoXdlvHOHnoQ14oWnNVKxLtGJUv1YJA6CTnNItTmvRNj6RBNVh00DUAm/r0K8/RZiffoQ/a+BwNH0EFmDyUxVo3oY4WxgMS6MsIDKpL2yDqxnkjdxDlL06cI34jY39pXpsEsEuzWQtRWVNcpREmbYDKZOBZ1I2tq+rQWi7ivaTl4tIWWbcewCFaX6FMk3qZGzrVY4NKp42X/RtGcbKw8jDFAJiQyKhOEmqRW2Mm43kHziJQnkARNGWM+ieqggVu3WFJJsN60o6qmZV/JPr7XwyIRkeiRd9DGhdPBAtpqn6n533Re7hCLdtxIZ5yFpJGLEJztIU+MkfbvFovs144xZBIGFrmRO7CdYCFYdYMFzZhT3yFJrt+Yi+p9qDAveO06rzp9bud0+726o8HIl7B+DIZ93vfx5/OI+/45w5khp59+Oueddx4XXHABZ511FsPhkNUt57zu8Y220VT1fOCI61uOm0vbMMxvQE1EHg78SlXPE5Ej1znl8azjSb+6pqrfAe6xg4//AvgUZrhfbVtYaB3yi4s3z6Tsa9Lvr371q5x2+rv49x/9iO3bl3nTO5/H4554b5QVlhfCyIOkQ8hWrt4YOmqS9IA5chGlyudQlrFQh7bqozIks0xiQBgvdryPsowxOgg1KxQeNmLMHbNuHCjG6DBGGWEhAcaLLQz8/DB2RowWLYygYtE9g4qygoV7eNn3PCBpiTImpc1mVDasLOLm0iw0ht0mjxWGgtnGKIE5Py5u/FbuwZz1WFwLL5A8IqkZhLWMnI7RjL/CwzZgBQsHMIOtYEhUcrRQgxUsbGRIECNauMQKQmJl0ZhbTLdzGCvLLMkNRztekplQMOeG9ARhiDGLVA0WZnAPPG59jIU7TNzbOnSdm+fX5LKQB4tn77kGR/49oWZEG/JQk5hDNUO2mHNjr6m9P2EkzlDLCOhT6AB0yZhaZGdqGaFiHuHlRTMyVQcE44eIVe80CsHSx80ssZBpx9MYCx0x+sFgtGnoG1khQlQsObNHVOi00A7rf1BUxjgzY3jFx28fqDEWoezG+5BI/i3YRFTubMdN5XJNME/5oDOeSmDseA/JbPdzabCwUTvCqB+zj+eBL+lGGCuLLZAKBo3hDps6c3jYGTdzZJYc/2AqSn7/JR9PxsRTUFK7jMm59ds5vOI6tVCZH33vYl70jA9zwAEH8Ed/9GyuvPJKjj32WD7wgQ8wHA6nnuPRLr74Yh772Meu+9lNud2g3mPXnFd8o92E24ZhfsNqvwscIyJHYwGim0Xkg6r6RBHZDbg75jX/rTVV/X8icj5w3NWeDGtopW6O9Fpw1f0+8Tknctq7T+POdzuQRz3hjjz+D+/N3nvfBrC0RjO6xpTaB60QzW7MzKAysu1qUacUrMCNPtvKpvGgmf8uI0woKN3oM29dJhM1DbXx7tl3CzeWWu86BE0bbqzinkWjphuAG5oz8+7hJ/z4EzeoccM8UeQlMxLSrNPrrYBTw4lLGp49IVF5f5LvIkQRl9olMyK9KJme3R87oaAPuSZpYcdkZMZ6ikVK3/uw0hhDsSiwRMnAYkLJDMGDHf3DqegSMDMfnk51Y69udJ1IbnRqo9sWC3GdBxbBxR1YhHFvhnUYYdbXWDhksvfHUJw0BuM0FitmaAOqE6vYqSOKXFKIkrXwRVKPKk1IKpSqoGNymkeTUontWJgxm5mdF7JWqFYkKiT1vf+9pm/JfdttvLx4H4pm3LTjKbCIBV0wlBSEcW1YtGM/StWn5voxbiY+bqY9y+HvLsiOg3TGTei8IgoxZRKZEQWlH+8zM195H6JKaWBhlJPilJdrx43hlvxIeN7Vdx0KX9C2c1g788LGZEFBzYQuc//0HK58ZBWORTmFxdmf+hZPe8xfc7/7/y5nf+7z9Pv9q32enXzyyfz4xz/m1FNPvVk+028Qff7NCv7c4JqH4Z4A3BfYG1gGvo85/T6nqvkqvr7ROm3DML8BNVU9CTgJwD3mL1HVJ/rHxwKfUdXRtXDrP+caesw32lW3t73trzjt3afxvk8+g4ccc7fGeFXGvnM/aYzYrM5lLB5oIZlaKkpqEhOCIULIlqTHBCt3vkK7hb5CckPIKOO0+T17cRYzas2YVSbUOkGkBh37S79GpfLPVzxeNUJGxmQK0DFo1dzTvIXGKW7Jhqn19ukIZQQ6AQUVi2/NDVtJ4abSCkFzaMECE79GLByCGnBCG0qBewcnZCqjhBQz2GutKFhGagsVSNI32j4Zk10+GGEe+aD6s0WJGb4RUjHGTOgJZXPOmAhcCAo7C49YIfvZ2Rcg0acWi8q/L2uxYALNboA4HeKYLD035CaNTG3oiB3Hvce4KZx1RGKA1TAaodpHdJFUW/iHIFQpoWmeVG0z41LmqCVjNIoVWVewQjxjH5dKlolRMjahMuHtrfz+pf898X5UPuaDK39E8ObbeIrQlNCJ6Q1fgLRYrBChJNmxSARdoRm8Zrobj7tdO7CoHV8be8H/HliYrDSLhS4W6uEkLY968JgPCLrEONZ6yVsscDabtkySLYayUxrafbtzeOwLinHTh6BLFZ/D6qE7MUfr5ngbumbfLXnVC8/gsMMP5fPnfJmUrj6N7JnPfCbvfe97ecc73sFBBx10tedvtI22uonI+4BbAZ8B/ifwK8y5eDvg94FXisgrVPXc60/KG0/bMMxvPO0E4I3dAyJyBPBsVX2G//1V4GBgk4hcCjxdVf/x6i6sqv8mIt9mgwLpv93e8IbX8cCHHsZDjrkbOPey6JDgfzZjOFvor9gL2KjwEkLVGIfZY1UhDNgJ5j1M/n/VGB3B1a1uEMYRM9qjCqJzeWvtRrOFguTG8KwpmrjimgiiUYREcEdXmInTd6NJPeygJmtwOI/JScjshEjLC92WpQojNSpiBkd7G1Nr/RgRMeXKxBcFJVkmbuC7AS1xXyufLvV20IqSWUS2M0klWVpPdsQJR9+E4J+u/brJZbVFA777ELsWIaM0ug6e9NBXhGUERrkxYCNxzww1k1savJwrPuKxtQLXn0k6g7KMRavPdIxjRZzn2gr6hFMqU+gSxWSBQivKPCGpUqY+5F+ieiV1uTukeQotGPcTtQio71hI3fQJakglqisdDEvXY8/lKj2ko3JdKkGP2PKU4+M8MGira2anGBTCg25VP7Nzp0cRpTylt4juHhGsKcHnbdde6Yzn4Aif+DyL+O/guI+FaMsDbzq3ORy7Rm2l0gnq5n7NCpErkaiIbInsBjyN9988/3as9HEx8X7EHK79WMTOj0hN3HntC30LIYIeopGfMGnkPur3D+H97z6XsizZaad5dt1tF2651x7ss++tOeh2t+NOd7wHBxxwAP/wjx/htHe9n59ddCnPfu4fknoVL37Zs7n00v/gl7/8Fb++zIo77rX3ntzznvfiCY9/6obhfm23G6/H/GRV/f46x78PfEJE+sA+17FMN9q2Uflzo13jtlH509pV9fuv/uqveNnLXsp3fvp29ry1sa4kHQBjyIpIomYLsAlJMyiVx0LXZLaQmPEXsW2dZ+dsLtTKhiPJDbNMzTYPC7Bwk6goaDG2fWCFgs3mtWZEFiy8gWUSmxEp3Ogv3TAaIezkwSZjPz7CYl13YmlBmJ3PzXHzIm5CdYxogYhdp2aFQqK64gwJKyxkxo55HQuv1mic0tK8j6yiIbRVFE2+Qi28oZYlN3qt+mHqeCKVBLqNIicK9SqdMkCLkpptGG1ixOhHxdOtWFXOXgeLtoqioCwuFGya7zVYtGExMx0drdBWtNzkOxXL4GZcg0Vz3GKFMyuU7AKEV77ACs5MSOxEGLBmvC5ihexnfRFR+H06WPi4Ea2h/gX9lctt8aQrFMxQ1AtUbGVluA9VsQtFXqFfTxgXm5kUFVFFkjTHaPuQ2fkuFiOS0yBqY/iuxsJ2G1S9+qfs7N+duK7GNp7Z3HjRDYsVMsuOhSVSWl5EiwUeZtJW9xwjjkXhdJ+Wl6B+7RYLq2hq94OKkp3drA8sllGUgs0sLtTMzFcu7yLilKHtoqxwLISCGSycZOBG9Tab88w0WNiCwHjJxT3wEX9vc3jgepihrcC6zZ8D7biJAlrSYLEJUQFdNp2pkNMYkZ0pKPju+f/Ol87+N378o4u5+Ke/4pe/WODKXy+yfWHEZFIxt2nIrrvPMZlkrvz1dvbZ5zZs2fprNu88w667zXKLPXch58wvLrmSn114OVuuXKAsC/a61R7c9a6H8fCjj+XYY49l8+bN/70H6vXcbjCVPw8U/dZbrhMxppo8mvNU9beW2CkitwBQ1ct+W9e8ubUNj/lG22i/xXaPe9yDnJUzP/x1nv3iI91jaEwakmIrfBPhOwxmlIh7xqNHlQjccD4HMRq9tmAJbvDFT9+PmVc94ptVMy3vQ88rMoa3Ory8YIa8eSG7fBlmVgbPs7gxFu8VIfv9k1p4iEqylw/hkY57WwJjcnaVlslCSc7FHCEKcW11j3DRlE4PXUV4QcgZ3mkBKanTALJ5cpGhS2hc0oV7xLvx3ubt7WLRNuO7Ds9v2+/W6wntDkKLR/Qv9JY7+m4w9XhkbbCP/mSMKzwR8eo0eGvTf6GkCdsUmR43CqKbmJRjkuxEVstRGOQKyb8m1TUUJeNyllz2yFoB28lioVWFDFr9qutepNOLkkjCxHUarCqFx58bj3gw0rRMIq13WzpYgDTy95pxPo2FuFEKNGXtQ98xljPG8x1X7o4TfBEQoS5FBwvjqg/dtownLSuPqvr4BZVEO2fbZWUkUHexCN6f5Nzr2ni+Q67C9VI2OgxWGW3uj4+39rgAKr71pj3XQdmgcMjh+3LY4Qd6cqv4Yjj5DoMliNsC0xZb2xcmbJovqZtFui30LDEaxtUy53z2Xzn7k9/nvH/5Pmd/9ss84xnPYHZuyP4H3Ib73eeBPPaxx3LkkUdeoxCajXbTaSIiwGuA5+GDV0Qq4B2q+rrrVbgbYdswzDfaRvsttXPPPZejHngURz/q7jz3xY+gZnvz8gwjWjw8pX0pd/+Nc1pDJQzf1tBomwBoa6Yj3c/b17m6kdt8x1/hqQnb6Fyjc5fnP/VdnPH+rzRX3GXXeY641wH82VuezIEH7+oSukGYSruqVB2DpDWtWkM/Qi2mZUWVlCeITiAVIOqhMNZHQcz+WPXN8LVn/0txr1RRkHNJkq42W5niOhlpzMYdYRH3uVosVh1rPwksusb3aixkSl9dE7ztZ0SZx/e6pqu4Yet3ECGnh1ISfAAAIABJREFUEtIsaB9VJWuPqtyM5t3JMkOqJ9SpJKc+qsZykigQkTU9kebe7X3Ww6L5W1JH2m75BDeWtTV5DbOrx6KriR1jETL8Zli0LXd0vfpb0X+aPl09FtLpQyRyTl+7O/fW0+i0NKuxSIZzQ/847nyz29oU1dX36C7F186L9s5FWfKQYw7nocfc2w32OX71qys588Nf4stn/5Azz/oop512Ojkru+++C4ceeice+MAH8gd/8Afst99+azS90dZpN95Qlj/ByCvupqoXAYjI/sC7ROSFqrpRueo3aBvL2o220f6bbTwec+KJJ3LUUQ/gYY+6B3/7ieeiTXiFxRPbazJiZ0ckD/Cwl25FGwduiYVm2E4Qxv4irrBkuTBTJohmLBbaKAGTZkTHoBl0xT+3uOkk+LUjZtmSD63V/redmztxz/f7vUP43n+8ke//x6l84JMnMVoe85RHv8X7ZfImAZUKkZDZ4tgT0vTRPHBCVY18MTGhILleJn5eTalLFHkbhVo8fsoVZIsbF5243ixExJL71L1+1qeIPVeAlCw5tMGhpanE0wZp+tFiQZOAOvHzw7TqYpE7ffPwDccHT/C03k2a4ybDxB+6kWgYXO6BRWBg4QkWshIc9jE+6qYPlqsw9mst+1KrcuNqjNIz32/RhyTkYpa6nKMuE7mwcZEAkYxIAhk78is+ziqSJFRG0CRU2r2T68R0YVgEd700sdzBv60Ez7vpo/L/a4QVY5Fp+mi5DKHblolGaQ3PUaPrVm/hdR9PYSFUWEEgT8JujPMWC/veCBr5Y/+kIpJQRcQWntLFYtxigeVGmOTj5to2Zi15O5I4mzns8tr4qXz/ITjQlxyLmPdVZ/x1sYj+W4x6JImCNvczytC6wSJ0hMeux7xok3trx1j8vmDPGun0ecwee+zMM5//e/zdPzyf7176Jn5RvZd/+sbrOf6p92Pb4s9505v/gv3335/+oMcBBxzACSecwBe+8AU22k2uPRl4fBjlAKp6IfBE/2yj/QZtw2O+0Tbaf7HlnHn5K17CO97+1/T6ideefBx/9ILfJ1NRs+Bx31Dxa4+dFWquJNGjWhXzbJzJBRXbsNLdfTfWRqAlNQuIDkn0qbmcRIkoKFu9suMKWYA0h7BCzgsUbEaLsdMI9oExNctYeW9jjkhqsbO1LJCY6chq9HX9gXKLW+4MVMzN3ZpnvfAhPOkRb2VxeYXZmT4X//wiXvfiz/Dlf/w+oNzt3gfy+rcdx7633UzBZt782o/z6Y99kxNf8hDe+vpPcclPr+D/bT2NJz78jdzuDrdk885zfOD0r5CScPwT78lr//JBlGKc4jktkXVscbx6JSKzJAoqN+osXOcKxBNQa7ZjFHzq/ZjFOD0Mi4otrnOjhaw9dnrSHA8sLI63diygT82ViHNq1ywQPOeGW+nXW3He6Qk1SwR3fG5isy1xtWDYYCGNzlsueJNrhorLiTLrbYwy1FyBeCy2HbdwmZptHjs9oZatSEoer55A+5As7ps8Qy3GaJO0z0SudBq/gprtWMCG9TP7ODCdzGH871eSnBfeOO1nEOp1sBhQswVhDlGLL4+8iAlXUDCHhaZsx1hZUoMFFExY9HFYNFgkJhine+Q5JErmprCwmP+awjnCjZdfOljMUbEF41FPU1hM+DXGLV5Ts8X7qauwWKANXyp93FRktiCU3ve5JnbcDOzS8ylmKOi5Xmw8ZbYDfQrGTFg0GlAyNcsk5oGJy9f3cTZag4UxGy36OL+SgjnQhLJMxSJJZnzczPnYjvuLY7GJTEnlMfLTWGSUBcwrb/krqXmGLHrfFhssDjtiD+50xCMRHk3NIkujZb7wqZ/wj586n8//0+f4p3/6HFdcsfW3+iy+ybQbr8e8p6qXrz6oqpeJSO/6EOjG3DY85htto/2GLefM6//81czPb+Kd7/xrnn/S7/HvW97OM17wAGytay+2Nv7UYsftxxhYLHjB1sXix6NCpyX1iVXS9CBfyZmkmbJepD/ZQq9apKiXKKoFijxGZZacZlHpodKHNIumPm1cauFGliUMtmtyaT6XKTml82NsytsXxpz14W9w+zveitmZGZaWxhz7gHcwHPb55Ff+lM98/RXssdfOPO733srSUkXEH1980eWc+Xff4LSPPoMvfPc1DIfWz49/6BuUZY9Pf+0l/MU7TuC0t3+RT37kuyStKXRkhoUMyDJDTj3U+xJJj8HsEmXc2w188T5MY2GfxTviqrBo+x7l6LXRjXR+j2uXU/iGr7x7belc26j1iuY70sE+rj2NRXvdNr64lavVQ7cvwd5jx1V8DMgsdbELdZoDGYKUHVmlI3/8XXi0dft3jOfoX9ohFsHe7mNNE6I1ovj1+96fAiTODX0Vq+RYr89Fc68dYdEdv+21OzH662LRxfaqsLCY97av7Rhp5nBz/rTc3fmuFJ3zIrcCv7fjNzWHd4yFdOS2/3v+LFmFBQU6NWd6yNT11sciZI3qvOth0TJHmYzD4QzHHHd33vnBp/FHL3wIV165jX333YfxeMxNof30Zxdy+nvfzkUXXXT1J99021WBedMA+jpsGx7zjbbRrmHbsmUL73r3O/nf7/8AF154IX/43Afzqjc9iqK0iodKFF7JJHru9VZ/pQ18q9+qOgZ9XyQ+ZvoIJUVUtNQSoULUjISUJ5R1TakZ1RpNRqdWFUNysTuS5hAm7fXE6N7CWAu2h7ayJ8AQpE/yF3Z4EJMnkgJ86ewfsv+m5wGwtLjCrW6zGx/67B8jFHzqjPNRFd75vuc6w8sSbznt6Ryyx3P54md+yKOPOwohMRnXnPqB57LbnqXrZQgIt7vD3vyP1x1PzSK3O/BW/P17vsZXv/gTTjj2rkhtNIVVMaRIA3KjK+MRtwqKlggYBlYK3QHqfZ7GIkyf/iosav9e4aEAq7CgdI9yjyjoYtfsEXR/ESKUGu54cXmNpi88r4nBGixAOtfKfo3AYuBJpL3GQLI+991k6xOFl9S/a8bV0BJxna0nKPcQq6QKNSKml9wxJLVzXdFM0hLEwikK11fbNzCDLsbTAJzTO7CI0WeMPdnH5MDmhARLSUub2MXCEjR7BFVoarCwc21HKTe6aLGwkJnCC0y1xnWLhc3K4Jw3zvUuFtJ8bgbnWiz6PofFdd5iEcwx4tzspvuiGTOmc4jFpY2DssHC7m+hUiFLPCuCErVoEqbbZ0hgkWJBIFGeqN/Bou/zw/pqc0ddruS6iSCz0ElqsCgiNA4rZBVYBD9/3D8RjolpLF500uM46OB9eMpjTubnP//5jTb2POfM299xCqec8lf89KJLmZkdsLz0Ao49/tGc8Xcf+68lv3ZTKW587U4ism2d44LxmW+036BtGOYbbaOt06qq4pxzzuHMM8/k/3z9y1x04SUsL42YmR3wlGcezTlvfCXDoW3PtzHHUVIk01KzCUaZFiwPJW18c1DkhWezcoOhbjyYSROal5A8BhXqNM+k2EwuZsmsgIh7qiIZLdIgS9+2n8FSu4zr256TFeGtjMQ1u1/wiFcEE8g973c7Tj7tyYDyn5dm/v7953D8g9/K5/71lZx/3oVcfNHl7Dv/1CndLS+N+elPtvhfyt633oVb7LnJt8HVdQaHHLavyaU1ojW33GsnLrtsO+QMLFJmMGNqBiSB1G4YicsZzBqRYBg6t0WGNscjfr90Xay4zgKLMNrCMxtsKYFFsK/UqIe5tAl/pnNtjJwR+MLDjkdSXVQ0DS71LhZW3TJi+6Ujl3q8tXGUj2g9lTXhfY+4YWHW5aq9Ty3bi/Hlm2GtOmnkN9aeEhWLO0YhOL9NxtpzSY3NJDUe2eibFYKyMJuB3zOYf2pfBNk4R8yDi+MWlT2NKcXizqexaAvnJH+3t+mIUZ01ravzqAdg96EjL824Cf7vLuaBhS2QZnys0MjbsqhMvC9WcVM6WJixnJu5Lc4yMy1fYD5yQ7k7nuK3WHz0fNwa534UZbJQuV6nb5HT0Xe5Jn7t0rEoGjlMXyve5+hbFBarXfaoahrjKPCx+we2Eadu3vSYh9LI1dZmMBP/O9/6dzbvNH+jNcovuOAC7ne/+7A8GvHAhx7K333uudz2oNtw9qfO5xnHncKRD7gP537la/+1i99IDXNVLa5vGW5KbcMw32gbDfjRj37EGWecwee/cA4/+MH3uPKKbaSUuOXeu3PonW/DU55zAo88/nB23XVnVhZmGQ7jpe6eSGpSE4+ZKdjk3MmFv8CMWs54jxdoY1PHQOGGh8VCowL1cuOJU6mpij2pygJSIonFTmuHOxv3skZFySh7DgVGX2eJbcaNbnHbbdXFMPyWCT5q9aIpM7MD9jtwNxJz7L2ncI/7PZ0DdnoWHzz9XDRnDj18X04747nEdrbFnGZ22fUWBP3h7NxMx3Doo2pFW8qyJNeLiApFHiOM0TpTqKL1dkoK0JrJYBNF2omaTJYwPEaAuj6tGI4wi3FqF+4tt8qNFmu8vfF0tjrveQyy0chZ0p95fS1Bd0gYLYkZ40UHInYY/732ipLBKd9SJC7RUugF17zsEAt7J/eIYjEWX2zJfpFzYPefc2x7FMxi8b+J8Ojb/YfAdiKcAYKXW1GWXCZxeWchZ7JMfPwtgaj3c8W9ofZ79NPGX+2LgWXXZ0Ht49zGk8U8BxZmjPZRp+JrEy37WBGrlVVYDF3PZvgHd7thYcmxcU5q4v8tLj24+Y3HfC0WBfNYzkeFUS8u+njyglkNrePYx9AM2fMaYI7MNr9Pbw0WNhd6RCVUo05c8vEhzfw0U3Wp6UNQk0Yhq3ZuQ+FFpczjP+uLEQvLiTkszRwekhpP/ABteOTniUTiQntkLDl6GosZ8Nj9qKdgz5YhkZCM7w5GaJE9zwZuiq+4bpWa0RosQPjh9y9lv/1unLVmTjvtNJ7znOdwr/vdno+c8yJ6ZVsL4qHH3I1zznsdR935TznuhEfzkTPOvL7Fvc6aiMwCE7VVPyJyEHA08FNVvfko4rfUNgzzjXazbd/+9rd5+ctfzlfO/QqT8YSdd9nE7W5/G578R/fnkY+/K4ceenssaSyKk8T/ES8cVfus6iJ+PDXHzYvdsnqU7sUzD7d5kqb91qhQZEXUvKM5CVl6kCy0wRYBXUZz82xGHHOidN98VJLskraVfiyqLkbsc3tdabxcXRq1wu9dkKQmpcTS0pg73mUfzvz7b7Lb7nPssrPRJ9rLeNmNh5ogTgxvsuiEVC0hmi3eOC9TaKJwqkShRnRMUvdq19tJk83UZULSHFUKj2yFyNBl7WIRvO1B7BcedfMEtgzr6sZXRNkmN3qmvZfinl/8s+DeMI9q4VgUU1hAOL5MdzFGgoFlx1hoc3fx2ODY325pJtXREsdEyZS0zCctA75V5wymmpArU0sEK7QsNUmrxggzt3kJgi9UVpo+iBeGCj7vMPRanUeIRuivHU/i0obG29Chq8ICwgtv0cuFY9GjchYa6ei9DedpKQCvCouWEjBCXGK8x65C21qZ2zl8VVi0981Nv9efw4Fbz+dwQd3ZsRDvsy0Ulpprtv2L3Zq4b6vzVneF+7OThSjlMVl8t0AilKlyLDJtdVbTeXjetVkQBdWlLdDasLJuFdz1sfjFpVdwq70P4MbW3njyK/kfL/1LXvrq43npax+KNrjQjKfbH3JrPvpPJ/HYB/45R112fz7y4Y+z++67X/Ob3EA95iLyU2ABe2hV6xQkOht4OvBjETkQ+DrwIeDhInIPVX3FdSnvjb1tGOYb7WbVxuMxb/iLP+P0097Lr375S2578N685d3P4HFPuDepv50oimKMD5WbHSP3dgVFWUFutqH77uEq3GhQaioKkm8lZ4yNI2jLIOIxs9O31Yhfb2zebTVvvHiRl0rGFPTdDBg397T7m2fMaOtKjBHGXri2HT0GDxXApbPfx/4StutZ2ZMxMCQxoXaKuPHKhF/+8tcIy/zy0mU+9L6zWdw+4kGPuCOH3/1WvOst5/DkR76Vl7/uWG61z+5cesl/cPZZ3+Spz34I+91218YIybqM6oiiXqGc/MqM77xCb/ILks5Q5GVSHpGrig9/+F+46MJfsN/v3IJjjrkF/WIr5D5ZEllXEMnex3HHIBq7Z7bFQhsKuK7OV5rfNQx8N9RaLCbUjCmbok1WIKb2Sp1taEJU6jQcM4VjMnAsxn5ubrDQ5niEjBhlIB0s1GOu8YVTe3zi34pxEwZ40EHGbkAUYBozTdtZNMezP/pVJoiaN7ZmTBKTtxDzzqtk75+FANHEq2fXuUxhEeETxuRiYRjh1Y1iO7mhx6w6WFT+3cCicn2OHYvYpbB5FLsUbVn7sc+FMVGgJ7BQPz81xaLG7qHPDRbZsYgFR+33yQ1FZulYxXIksBivg0VQIxoW2e+ZGbjRHNVOJ7Q7CTGHC5/DK9gSbAXb/Yjwqrr5XmBhuxTqvTA6TQsIGrvOIzQpaFCdFlJX/FsVIpXrgyksTLdRYXaM5Vi04w0fnzG2Aov2eGCxQoTGXPTjX3H8Y55+jZ7XN5T2nfO/wytf9kZe9cbjeP7LjsGYgfpEqJX4IrtmmXsfeTs+/qUX89wn/A177rknT3jiCZx22ruZGd7oq2Q/YD3mFW+7qOqP/fenAH+vqs8XkT5wHrBhmP8GbcMw32g3m3b55Zez99570+snHv64w3nlG5/PLW+5l39qL5faPVLmPRsBUDKk8hAN29pvKxRWLBDcvxZpbEmbFStuXFXULLkXcESUMg9fshkLFqcuCpqvBM0WfiEVmoRCBhgFW0mEXwhKyYzLG0aTGQtm3CxRNFvkFldqL5O6s0Wd3bDc7rHGisoKmWCJqDn38z/ksL1eDsCm+SEHHnxL3vPRZ3GvI/dDgE+c+yf85Ss+xdOPfTsLW5fZc++d+N0H3JZNu1hCGereZl1G60XK8WX0cumG+QKDyTaUy0ArLr9ima989eeo1tzlznvwwQ//Gye9+go+9NEncKe770aEAFSxc6ETLIylRKTyxUQXC6OLsxCUiUdeK1Fe3jynNVZyvt/BYsV3HhZ8oTaDus4LAgszmtqyLDWZRYomzMT4qw373GCBh13UjgVu8LRhAdsJD7T5WMvm2tkXXHhYBh5aEsZwzXZK5vx6xnFv+lnEqj4a57jR9S0SIUwqS5CUkjkqlhBRH+eRUNonO4Wj6bb2XlfUTY5ERYSLKMtuzGc3vCPnIo5XrsNIoF3CPI7SYGFG9jJ4sq1hUdLl3ra5tJ3EpgYL8zZbLoNhYSEfJX0fN+Z5trCMssHCjOkVN0x7vmgYN3M4N3N4pTGOrS3TDfOxBb21wkOVYnfFaDALLIm0O4cXfdwataWNsyGZBYyicUzwkdu8jRA2w8LGyiLBv27YlY0Os+OuXnkXKallhBn6NubMsx1Y1B0sLJzHPPBjH4tLlMw2BmlBzygZwbFYRkiUDPy5qf7MsZCn0fKYO97p0Gv62L5BtAce9QDudf+DeO7LHuRjRzCaS8tXiCq4yefWPe63L+dd8mec8b7zeM0LP8xHPvIxzvrUx67+RjdQj/k1aN3NpaOANwOo6liaSnEb7Zo2UdWrP2ujbTRARLQ7XhYWFpifv/F4AZ70lMfzj2efzQ9/eWrHMJnteMb6/oKr/YU4QbwctRnAYxLzLC5UzM0P3HM3wuJH59xwnMO87Fswbmq7dsFmzHe11T1gSyR2Ag+HqHUbiRJ0O8I8IuZdsrLypb88Z/ylHh7U3LxULWbVYkrNMLE4WgvaWCExdC/cossSiYdDVFfIut2uIRWFzNNyam/z2Nkxo4WdmJ3HjaRgPxn5fSy+XBuGkGUKNiNq8b1Je1BfRpkzZS4QJtS6YrSO+UrGSyPueMf38La3Hc3DHnlP0Exmgc98+oe8+E8+x3d+eBLD2d3IaYYqjUEqks6gOiLJJjKZWhbcYBBUHQtpsTA9zBMhRTvEwuPRzeibZ3mhz8z8cuPNXg+L7AZNySaAq8Bi7MdX3FCa93EzC46V8VHPYbHQm7AdgW0+FtWvYRiuxWIz5mk1LOwes02Yhhl/YWgPmnETDCXdebG4ULFpPjy725u47JgXNj62Y3zkhRtqM254GxbZdR7JluthYXMuwkwCi+SGXHi5FzvY2U6V6Ukwbm7WxcJkHTiuy80cVvfg2tyexmK0MMfMfE3NVpc1rYsFPsYjwTSwsOfBfBPesRaL/qo5vBYLW8SPSU3897gzh5euAotZH0/2XA5e/NVY1LqVyIVQseNLCyUz89t9Dq+PRXZ++jZefi0WMcbtebfkz9N4Pg55xP3/jPO/eSHnfecb3P6gw35bj/f/crsm7zER4cdXns7OO29ag4UtRiz3Ioo7dbEgz/GM49/G2Z86j8m4QlXXNb+PuK3ot065Vrp4lU0exnnrhKZMnyNyEXAlNjBOU9XTV33+QeA/gZ9j3vH9VHVJRHYGvqKqd7p2pL9ptg0e8412s2g5Zz72kU/wrD95MLE123JhBzdv8PYGF3Mcl+bvaW5jOt9vOX/pnB/3aO9lL8NpGYJaLDkHec/YVsQoz1o5yilZ7f6pc6zlPQ7u42m+75Zr2Awpix1t2b8Tqel/XLfsyNflym5l7nI9T+vV/NNCz8JQyjkm5W5MersyKfeg6u1FVd6CqncLzvzsrznksH158GOPourtRlXuSlXsxkMfdS8OueOt+fQn/y+aZiAFNiBq/MySZeqe1g+Li+9i0fI7R+z4jrCIGOiS4CSf1slaLNrvXh0WaQqLdtwkx6Bsvhv84O0Ya/XfxWAai64c3e93+bmF1eM+rYNfy7kNrW7X9jvYUdpx0MWilX1HWHTnWVfuFqsuL3irr9Tpw46waOWSVfJ2+cxXY9HKelVYtDqfnhfdObM+Ft05vCMs1o6Vad3sCIvu80bYIRZinnN7vqROn9o+r4/F6nGyFosuV/v0eXb8U196NYfddV8OvcPhHPPoB7FlSzA4Xb/tve87jZ132UxZlgyHffb5nb25w6EHcuDtLFF18+a5dbGQVf1ejUWRSv7Xh/+EXF8Dx7FcDz+wu4h8q/PzrHUk+11VvQvwUOC5InK/VZ8/E7gc+B3gwaq65MfvALzl6ju+0bptI5Rlo90s2qmnnkpdZ57z0t9nvT2iSFyLCNL2aF5znjbn2XZ+m16WifS96e8wdVSbJ2KHIk3iRS/NWd2EvtVXEr+OdK4dtH3TCWttIiQuX/falnDqZ0hBLXnNFdrUva40uuoO3aNGZSfeLwVUkxWWEcj0QArqNKLIBUqPCy+6gjvddX9qcYM6WUhBlpLD7nIgF/5sKzn1MU7tCUJCJZEl4qZp/reeepKoZhDt9EURrgqLmvWa8aF3+70aC1zHcYe1WETq6Fos2qsEkkFOF8l47R3bNMq230GR2B0N3b3lrhQtVu1fMW6nWzvSE5HkF8m02sjfyjOd4jc9i5jSOkxjYVzisYCcHk8xxlupprHoztr1sLCxHrHjq7WwIyy6KO8ICyWRG3rC7ryY7vk0At1xs2MsbKetJkoLKbmD9rQ+VmNRT/VgR1iANLStbaL39NNtLRbtsR1jYZ8anquxEDKSCj711VfymY9/nZOedwa77bYbBxz4O9z7XvflMY95DEcffTRled2aJl/84hd51jNO5Lgn35vjn/QALr9sgS9//ny2b11hZq7HY594ZyRFT9di0WppfSwkJXq9krq+QdbaufzqPOaq+gv//1ciciZwd+DczufLwBvX+d7XgP8id+TNt20Y5hvtZtG+9rWvsfstdqFfWmn6lgfaCmDYFqQl8tgLxGIGxRPxzJCtEU8ii2SfeF1FUqDFxNb+6B6BF+6IuGHzpKwQCWdCl61hxV+LdSOTlfi2RMyW9zlkDdq9CepJdiGn9W0JZej3rJoXioUcDIhk1SwWj11L8HvXRAJfhEjYfS1JsSCBehKbiMsbMd0RAxwJkl6tUSPONaPJgjASBSrGIbPvAbfgIx/8BiTf/lcFtdfad79zIcc96T5YTHjV6BOxeG17SQYziHNqS4nkiuSmg8poCs/VWLSsNOa17mKhjfd9QtBersUi4viNinAai+z36dFypHexsKI4XYaTmhYL436wBMFgBEkERae4zhVxGrvwVMZxbQww7ciVfR6UU8e688IMKksebcMr1PUYibOWKB0FkcTlarGwNGhjMGnnhenesCjoU3ts/zQWiUhgbZmDUgeLiK+2cIppLEK3Udl0GgtjGonzVmMRc7jAQouYwsL+HbscEOxHXSy6C/b1sIj5xQ6w0GYOjVAfTzTH1XU42AEWMVfZARY1hceoT2Nh2s3OwtPy5Xf7YFjG866LRcOW5GNtLRaJ9jmWefhj78wjHntPPnvmt/nk35/Hl75yNh/60Aepqppdd9vMoYcczoMe9CCe8IQnsN9++3FttZwzD3/40Tz8sUdwyvuehnm/Bzzq+Lthc3rkOK00z9nVWCSf1zHWulhAzefO/CbjcXXVgrQe7BtUE5E5IKnqgv/+YOB1q875Hqs9AOZB/xLwFlUdXVfy3hTaRijLRrtZtDe+8Y388j9/zVte90nqDnNJzUJzjvHx2tZxxQLhO4oES2NLiIS9mkjqDCaEKHqTG4YMY2OxGNTlzu/Gk2wvuFFjDMWD3JLIlt1Myx6Day87iwGOIkAr3odIyCs8vtGegWZc2sLD+pDRTrKbXX8JlYzKwO9vRlnNshnRzYs0EYmrcR9jaeg1fbA482DdgKxLqLqvUWoqyUbRznaMDcISzLKUPOwxd+EHF1zC5876rp2TlqlTyWfPOo9/u+ASHv6ou6A6ptYlUNNVTWW/a01uYmBHfv9ElrEbssYjn5v+dJMTR2gneTEK60xjMXIdtmwZ2ZP9WixiPI0aLKyf2b+7ndYnbwnGhkX8nqnd8A0Jgq2j9qQ59YWJjb/lxgjK1G4E6SosYpxZciA+nm2cFy7vdu8DPuaDLSjuU/lYEMc7+1iN8Tdw/eQpuWjvaL3RAAAgAElEQVTGRXZ54ndQHUGVIY9RXXZcInGym0hqi77gw27nSmAxcbmWO/LGfE7eH/VxPo1FeKRtDgs1dXNtdcPT7hnUim3yanDb2+/Zx00Xi+y6X2qQbOdwYBHMTgud+TT9bLHvrkxhETqqWWqwqJtx253D2uildSwU/kwaEYuE3DD0TPx5Ef0fr8IzsPC53YwzoWIbsdRd+zztYiGr+mZz8GGPvgenf+TZfPOiN/CLyd/wpe+/iqeceD+WJ7/kzSf/Jfvvvz+DQZ/b3vZAnvyUJ3H55TsiBvmvtU9/+tNMJhWnnvEk4jk8jUXM/+3EHkrtSa2BRexrBBb27qiaZ8gpbzyTuxxxyNULc/2Eslxd2xP4ZxH5LvAN4B9U9exV5zwceETn5xjgJcDuwDuu0V02WtM2POYb7WbR9tlnH952ylt4wR+/mAcefQiHHrFrY0hqQyMWnrngAA/qtqAfzO6fDS9QTXgUtSniIs3/5h+M61REHHFuvLaVH+/5NarOwzxemO25maI5j+aYebuitDguqZLdKAaVyqs99kDa7X1rwV1tRlxqPF5dY9y4GyIJTtzQNsaOMBZjF8G8Y+oec/F7JRFqDaNlDEHBJ2as9mcK/vaTz+Kpj3oP73v3OdzxrnvxvfN+zg8uuIQPfPzZDIcRquM0elpTqqKsYKXH6wY70Sj+NEHSwM0u1mDReohr71vV+bvFAiZkx84+CxrCNiRoPSwi8dB62F3ghDe1Xfi0Oo9dnKiQySossmMRlURzR46Wizw8piZrFCeqfGzb4qnrnc0En3pwwsdOSPf+Xa86HYMxuwc/5lBUowyu/oqgOVQmtpOhy5BL6uRxy7I+FjGf2sWCmbM7wiLGQSx8TSexA7AeFjF+62YOt5Vip7GYnsOxu1HvAIswfOPaMd+LdbEwL702882eNnUHi+58Dbmtym3M4cBxNRbBll6o6QJp8dTm/NTIbd8NGWMO7wiLCP8yj7t9Z+LXWItF25fCZW13FwKLgw7Zg5e//pG84vVG/zkeKZ8763zOPuub/OM/fYa99jqDv/yfr+MlLzqJ30b76j+fyz777UmRguJxPSxifsTOQFTXDXagaSwiuTfm8AXfvpgPfPB/8/gTnvBbkfm6bKp6IXCVyZuq+rN1Dv8M+I6IfOdaEewm3DY85hvtZtOe/7wXctBBB/Hm13wW207uYS8kgYYurE3SNO9dJFnFccU8T8m/3yNYMdrEthLtJAGZsRP3igShvn/eJ6ozTidz9f3vnp/X89CTXnOt6IPJKS6/kbChMbXNS746IU28f/j9JSdShog5jXLjVpUx7iV+ftlcx37vfie57H2QPupl2I0ML64xcD30USkRKRDpc+e7H8C//uQUjn3yfZmZGfK4J9+bf/nJ67jT3W9HZoZMDwtT6ZFUSHlEWY+RXDf9icTQ5NcPnZtOe1NytomDkfjXb/rTxaLFJhIIe36/RItrSVSfDCyiNDpNMlzhxl9sh3exaOUyijpokyN7ri/pYNGOtVam3g6wiEqUIW87vqa/EwmJXnF2qo/RZzrHu4mC6tcJnXeTZVNHHiuWhQxBM6Li39sRFt1E6nY+qutHvD8hZ8zVFouYQ+thEd+JJD6QBr/SMY15tHoOC0br2M7baSwSXSykoy/TUXcM9v1+7fyz8KmY64Kuwq89r+xgGiFX8dPqPKmAJpJm0Eh2jXEU86L7e9yj32Bt8vU6z8d4NgY+MUba8bIai/a5GUmv2rlWr9FhhNIIJcPhkEcef0/e9XdP43v/cTJ//IpH8IqX/Sm3v/1BXHzxxfx32sUXX8wXPv8F7vt7B7vOBzvAouz83Z3DbTJ4O4cLHxsxbhIpCYP+zNULdMP0mP9324ad+Ru2DYVttJtVO/jgg/n5JZcRFel67ILFmxq9WqT3lMyTyBQUlOzsr6oeUbnRWD+GRNwuHn0q/lDGqcGSe9uMSiviVwtfDvRITjVnMbhDxL1Hycu0G6/JHPi2ccEsxh1cUrIZoaJg4HJlCkoK+ggVJTthVIqZQmZBLDbSrmFxygVDJAvoEoX2IJtcJXOEFzC8xnifLc67T9IZ0AmFzhBx9ybzAJhQeGlw445OFP7S6rEzSXqIKD2nkbTY9U3MzRQc9wf35aV/+gQe9wf3YHZmjlQMkAKKVFKKV54UM9BF8HtbhcqCGZIMUFGSRHz9xM8xI6BgnqisaRiOHYuhGzarsRgS1SYLdnKc25jqROF9y53xZFz0kQIWlIKJmtJpNFssxK+9iWDiSMQuQPRtYjpniO3IDN2IjDL1Vna9YDUWZkyUbG7GnY0588AWbOqM812wWGlbNNr4MGPF+jmgoNccL5wasWSeKFJl2BfgFJ3B9BF9EwSRPrkALeZJaRPBLb4aC8u/KPy7FVFq3rAofW6FzpPreRNRbMfmsPrsXI2FuMlotIMts4b6tQeI0z8WTpOZmkI/xlEfWSBrsbA7lk6ZaDLYvDUsZpq5WrKT963v982u26FjMViDBVSOZ9+PzxC7H/HcEEqbw7kg1ROKrJT1VoqcKXMUSwodrkDTZ8OiYA6j+Vw9h23h22MnP64YdaPpvGCehCWtroeFjbOdXONmvJvOk4/zMQWzjr96f5JjYUm2J73+WM678BQyI/bffz8e8YiH8aMf/eg3eg+ce+65PPghR3HggQdwq312503vfFozh20OrcaipmCnzhye7czhGE89f7bEojvydUp6/R5//dd/ffWC3UgNcxG5yzo/DxSR99FJEt1o16xtGOYb7WbVzr/gW+y7/x7+gm8pD23LMjxfgnmi1f+Osu9gHNB2vKUAS6TmeIkl6kWJ7TBuw0uX/QUU1GN27Tx1vDAqwBo0W4w0QCKKhoBtBbfesURJW/LdaBZV3GvtcrW0aX1/kauZLRKeyTlUougQjWdQdIBoBk0dWdNU39ota/OWa9Nn8d/7IAUipb8MQq9lg4W43mh0vRaLplS9FGiaZ5L6ZDEvV9cLvhaLQXM/3OBbi4X9TGPRevDCs7cai9Zr2NIztliE13TQjLPWO2xY2DZ5mup7cmPQvpOa8YQbSbGDk92QEl8ArsYixjf+W4NFZ/xmX3yJm14tFjSy2kgZrpoX7fiN0ITWIx3jLPrGFBYWUtFzjLLrbRqLlgWmpSCVZtzEjpN5KtfDYnrcTGNh9yw78nexMLNZG69tsQ4WM53Pu3rsTel8fSxsfLRe+/WwiH7OTs2LVtbo8zQW9hyqmzmMCkW9RFnXFHkZ6oxqz5f5YQxHYbSQtUur2sWis+uBsB4WNLKW7AgLGpxWY9HOH/F5iJvH6vexHUDh1vvsyVd/+CZOfs9T+Lcfns/BBx/MbrvvzH3vfw/e8IY38JOf/IRuG41GnHnmmTzucY9jfn6OI488kosv/Ql/dvITef+Zz6dI/aZfthhYjUX7bFmLRY+ISY8Y9NVY1FXNl7/8ZW7C7eRVP28Bng18C3jR9SjXjbJtxJhvtJtNO+WUU7j4pz/n459/KW36uLkNgpStS+rWHpPmSGq+Aa1hr/6XNJ+1dGjt2S25YffI9P1BEc2kbP+3xGStrHHX1DHR2iOtCyS8/y3ncsgqzfGgNKQomyMhWfQhUslSI2t7RkuDJo1k2twzfP4hU57SZVcf08dCvvWw6JwrYqEwqqiCSG4+Xw+LbrumWHTlaq+3FguBqTu0WMTY2DEW3RGijeZbLM1fGteNNMvEWixYg0WeQmM1FtOyTpP3TWtcVmmq1UDwtESl0uhlnpJ1DRaCh1sJIqlzpVbf3bmzHhbt3aIXa7HojrYuFpnWfFoPC+kc6c6LaSy0c4+1WLTyrYdF11W5Fovoc9un6VFyVVi0d3D5tG4/K3qIpDXnRIsn3I6xmKZi3BEWa7V+9VjUzROtPWt9LGJxnDjhaffhD552FJf87BI+9L++yVe/8EPecvL/5FWvehVlWVCU1tfRaEyvV3Cr2+zBiS85mhNfen82ze5Cos/iQsTET7ffBIvIPVgPi5yV0WjMj3/8Y25729tyU2yq+oDrW4abUtswzDfazaJt2bKFF73oRfyPPz+effa7BVbdUYjErNiGDiaSSPYKD08k6bUJaraNa9X+wvs8TRumlG6sxHGgSXyqkOb6gjRJajWqXipbxqiEp7ZuZMw4ZaBa8laWmsITkJprUGHJnFbBUygxikPrg8oYvP9B/YVm0AqVVtYslkCWUU/4FMQT9BBLZA3/dEvLt0LNmOSmiBI0YplM5dvhue1Hk1jWTcwMLvAuFqUvEYzVQj05Tomy9ZW/2HeERUXy5LkdYWG6arGIEJ7MhIJustcqLDwxs03OW4uF0DJ8RAKZdvVPJM91k4prghc69inaZMXAwqpuWliJ0iY0x+5A9G01FjFuKjeHZBUWNUG9mT3cwWj2Aov2HJOxlb3FomWSWY1FIZFQbDSl4sdbLGqXNe7jbDuORXvdlrVkNRbBSpI6cyg3MobBWjONRW5kDYaf1Vi0ieNWzZMpLEyvNDNgPSwiAVjXYKE+/jPLWFhPnzZBuO70Tz3Bu/QE79DdhCwTu7rU1OUQq1QKSXqoRNLpMomez8mQvU0yXR+LkDV0vhqL6EPu6LzFInYp1sMi7onPrXY8tYm9wXZjIXUtFrfadxdOev1jOen1tnOyPLqCr3/lIrZsuYI86XOfI+/Inree9f4abnT6FoZ2ZpHUxMpXBEtNm1gcc381FvEc6o5X69O3/vX/klLiwAMP5Grbbym05LpuIvJE4EO6g1LyInIAsJeq/vN1K9mNs8kO9LjRrucmIgW2DfRzVX24iAjwBuBYbMa/S1Xfvs733gQ8DHtKngO8QFVVRI7Etpe+qKov83O/DGyK4gIicgTGOXrkDmSamnfXpJTxDaWd8Pjj+OIXz+H7vzwZo/1axmI3YwsTWgrCiLON7eVJ53jJ8sIsc/PxYhGM2zpiq8PQMH5bGFA02+3xGl7CYmdtG7mlwhvZedomEgpQyyJmwkRCWIJcAcu2zSuQZIbkhoBRB5r3KTVJdJlax0TcdGHUtKjWbnzUqE4odNi8opAelThjhAxZXugzO18hQEWNxab2KIjEN6Prq8lYvKo2uoUxVRPX2sdiok2HtXMph85xQzM7f7tdKzjDxwQ7jMW4Dlyv9nKPMubt+039uJWiL5yZQ/wT4x0vaZMkA4tFIhF4tDBgdl691yuOi8W/4roKSkPr88CxqGk5oUssVtWM9poxQvByD8ENblvgjH2szRAGrZl9xmYT54efOu5toSb1OlgUU+PAuLknHSwKv+/EsRAKBiwtDJidzz6ejLu7TRoVWn79muRxttaCvnGMlaDvNQZWTeXjxmKqI0HadLW4Cgswmssw1ISiMcgqKkZYGE/uYBH0dvh46vscXpnCIuLobTzFHDYsrDT9Ci17UVw/9hWC8rBPycAN/C4Wye8RicT2vDHfanIsIkRk2bGwWOYI4bBngXGtt9gZNWLskyVmnYFIyVKBBof8rBngvoCrfVGT1EI0EAvBMbrJ5QaL5YUec/NGoVhTEwmMFkKizbhJHvIRc8nGTTwDhy6vjeNpLLpz2MabLTx6HSzse4FFO4dj8TakcON6GouSyGGJZ3Beg4U/T1mk9XPPsLRQMDsfNLMxtwcNFnYdpc1liQoHK505HHkjxrITDDeJGZ735Pfx1c//iP/8xeW2y6e6rvl9xEGi3zp1vU+u3Sa/x3lXV2Doaq8h8gLgD4Hz/OcyYAgcCNwf4zR/har++L8p7s2ibXjMb7jtBcAPgc3+91OB2wAHq2oWkT1Wf0FE7g38LnCYH/pnbFJ8GTgRuC/wBhE5WFX/r5+zh4g8VFU/d2115PpuS0tLfOyjn+DN7346iRk3cMbu6Rq7N0nIbEWYoy0aMU885IV5lEUs0WtI8GEnemT1l5jYi0QZU9JzH5IlsmVPapvexp0hOM/xl2fBHIgZbwVDguivxA1pJia3rlCzREmfmtr6ICXJvXzmUVoGZjFjc4kk8/byliVo2DiWKHQAuSbpAkmVXr2CVFdCuRNLvc3kYgZLcMJl71OwQsYSvzJjX5REwMSYghmMkm/GdVu4ATWHOv+1sRpvpWCTf3fcOX+EMAcsI8y4gW/LGmk8iEMi1tewmCGznWAbCS9s6cuR1ViEYVB4AmD2BEt1L3nhOscXOLVTMFrS48Rf0gXh8S2ZwQqvRJLgAsIm19kSeGy1JenNO+ZLRMy3suJGhxlOiVk3PMwgtuIwJQVzzbgRwpSom76txsKuE2PCDHbTeeFYbHIs7Lgdm3U9Zv9uxLy3WEDEq2/3sd0niv2Yn3G7f95zbEsKxlh09SY30ibgibtrsRhi3uMlEnPNuZbmOUF8jnSxqJs5jBvbA8dwZQqL/8/eu8fZlpTl/d9aa+/dl3P6nOE2wshwR7n9dAg3RSQKSgQUGWMkIt4AEQ03lahjNEQBQUER8ZYRRdSIUUYjYIwhQDQICINI0IyCiCCizMCcS5/u3pe1qn5/vO9TVWv37jOHYZw5M3TxOUz37r3WqnqfqrXe9dbzPq/NG5vPjXPLzXncQC+mhsVOxmK4hkUiWyeswCJwhMScljVfw9M8n7SG9ZJuNl9gfkxLQ0fHgpY1bC9qk6JgsnCb7lCUZqZmq5BI6QwhrGFqKlMC6zSu8d+GI75W5m7HRGQtY2Hz0frYeBKmreH1bClzWjczFnaU5hPYrsZksIYLFht+nujrz154bD2nCouUsUheaMtS689k5zisxGLD582az4kFDUfd5vPB/bTliH9nncL7nzPyNVRjUe4L0/yyENlz3KJjoaDMlIajJHYJtLzq597GFb/+dn7hF84h8fNm3FJKLw8h/AzwCIoPsof5MN+YUvr05HM+w9qhY34ethDCHbGo9wspiRPfATwxpWQ5PSldveLQhN1RdMceAx/3vykzRVRQtZcAPwjcYh3z53z3s9g6tsE3PfXL0ePFFDwswa1BhT9G+WdRDixGZmosJp+2RusxyJgkByY5QyU0SZ1FEcERUmEpSYQlmdG2V4Nf3xKvDKQRFveWeoFJuTWMSA0eATNlhpCjTo07oCZZ13qkKCqaFDSecR5bkyLExKg7w9r8Gta6GfRnSKMzxI09ZmsXQ9v6SBOiHDQocXOc7UaV8NSgJEnQi4BFZy1CZw/msX8nrMQi5YiaEknHlU3X/Dugwi9mPyXDyubxACyi21YJvEp+TAMsTOFk5PNGWFgU0OZKUZhofExGb5Jdoo+5GWJBjYUi47WUXeu9UiLt8rxRhUXblTgIi8Z3bJpMvxjTImnN/Vgkd0oN7zb/OwgLSUU2FPnF5NddxkL9adDagZI8ugoLq9TbUJJiyxrej0X0PhouKc+Hg7Ho/HqyaevXHq/AQkm2CZYSkpexaPMabh3ZCSWRdD8W5oxqjTf558b/LvpVwcITLkPr53bqRViFhdUMkLSlkmSj36MKFrL5eN8a1gv5MhaGZ7E5SAnobFiMsm3LnGMlFim/ZJd1dRAWdj6tg1it4XYlFuQ5b2NsqzmyjIX1UfNG8pE2VzIWeQ6PiDQ861tezW/96lt54QtfyNOe9h2cU7uZUlkAUko9tkv/xpu6Lzf3dqjKcn62nwK+F3Oi1e4OPCGEcGUI4Q9CCPuySFJKb8dK4P6j//vDlNJV/udXAm8DmuozgLcDsxDCLTZ54y//4v9y/FYbdFFbpR1ly5j8Txzzko4Uqr+b2xiZkxLO57SjUmhJoXCKQSmRFlNWKpDxI0HFKUqypFQpCodzmI7WUCgZ3p8QSWFMDCNSaIxjim0P2929bOmWBFLnbCcISalaCfqOcX+CUX+K0M+hn0OCbnyMEEbOSRUvVMepQmBJOrTrqnCNtdJnfV4USLRvkKoz7cfCiDNW5kNjlHrK3I91XnqMEBeq80JKpUjIfiyin8euXV/5ICwK/71Z6o/4tUr76qqxyHYNUvQYYAH5WlKcKLhZHDuilDtFNTUj1XPx2jkAC81J/POmuv5+LOoxxMzD1fiWsSiJiCmfSfZNFMpGImVbqgZrn/t0EBaiNZT5VGy+CosyxzR36jU8xCKigmABcd2pjl/GQvNGNi8JuquwkM1LsuKwONMQCx2j+Sy7rcaiEDEKKavnYCyEm+Zduf4qLMq8MduUNbAfC91rNJ9SZe9VWMRsS1BOh8a2GotQ9dlzW/J8GmJRHpclYbfwvfdjobwEnRua6vzLWNSp8LKTbLwfi//076/giv/yNn7/93+fyy67YQohHbbPnHYYMT/PWgjhK4GrU0rvdl642howTSk9MITwNcAvY9SU+th7APcG7ugfvTGE8PCU0h+nlP4Q+MMDLvsCLGr+fdfVv+3tUnJ5Z2fn3AZ1E7ef/blX8LVf80Qe//Cf4Df/4Hs8slH0qpUkGFijcMm1RW6SYsanDQTGTHfM+W27KYnTdO06Jks4pQkTLInKtvQBjGZh3EQrhy1pO1UMtOS64DQKaaEXB2GN5H+3KNXCXyxMLz3kSNTCx9YCU0KW6LPtXVF4QrIoe44o9wuaCKN0R1LsGXcdqW2ZdbdlkRrCYkwKM2Y7RtGwMQRM9q5s71pJb1W/My6qPazmKHInDracFNt+3sMe4+tE14gmY6EI4YLGI1KqshcqikSiIcVd2ugRwsaiYZFICjNCEBVDlSn10DXtZMPb+MrGXy1YzHbGKPEw2TLEInqhwqL1MWtL27bJbQxG6ZHihM0nr0zKGsbFNspHynYZu23XfD6JLztGFA2jgkyRnF6ZTzUWM3d1Ju5g9eA0J2mka56TsbBY+e6OElxl8/ESFsN5TqYI9e7EWaJo8AionKRQzedAnSA4xMLmTZlDhbsvLFpE7ShYLK9h8b+HWGjd2HzuHRez83xnDSuGM0Uv0AUL4+gX+UMlAtZYdCiKrzyKxLpjMVzDaYBFQ3mBrW2uJMsRPU2eNwHx++18qbqH2BoaZ9uGTG0xm0dUsbZgMdux+ZJ8Nwn23IahwsLuW6Vfnc+nma/hNUrF2mUsbJctMa6uP3Js23zfVDEzu2/KhjPva8xreIhF7+76yNfwYt/9NPqLRRxgEdjb6Ry/cb5vUWGhisuyeSQ6RWlareEFFmWfOFab3P/+l/Cwhz1s8My8ztbcFCHzwzzD860dOubnX/si4HEhhMdgtJRjIYRfBz4KXOHf+V3gVSuOvRR4R0rpDEAI4Q+AL+A6BP5TSm8OITzfv3vWtpzseXNI/rzk8x7CO97xp9zudrdj/cicUbPmaZvalA+e7DSm94fdKDuJcqgtqmObuB2bR0asz3dpFx+laxKxvT3z0Ra0t4bQeHKfOaB1wl5f8ZtHbKCoVI90ko2XKonC5GoY0R/JbdXXREPvkSZt3trDUn21RM6o15CU/KExAU9qC6xBHBPTGk3YgLTLqF8jBAjtOqNmz1825jRssLkVcuTOIkZzRmwi7rSq5iX2GDFB0ajAiB6ThZOqttFhxgMsbJz2jf1Y2C5A7woPrXjiyfrSxzmjBE3qiMGSx2IY0TXGb03BeKZkmy9jgfdgNsCiIbG+1VEoR/Zzu3LerPlZaiz6PCJzpNb88d6hgjGSOLRE484dNT30G3pmNO6MJ3deLeLXu0UjiTOMuGCART1v4gFYqK82swsWicjmlkU9e/aw4ikhY6F5Jk651H8KL35jMPcNOznsBYvkiZHAAAupX1i/Z7RexKjMGxXrag5Yw2vuoI293zUWZh+Np8aiIbC51dAzpfG+rMLCuN1Ft11YaGwWP21WYmF9bfx1aj8WtlczxQr2lHWh+dc6vzu6DWosQn75SAdioQR0RcJbLwa1saXoc1qJRe//bfMMWcYi+PWMxjTEwhxzqdUsY2F9nWHa7U1eF2Sbi3OuQETBYriGV2MhlSqzYb0ueo5stX5fWTDKtChhob5qb2s/Finb3p4VD33ERfzcT/4u09ket7vtvnSww3bYztoOHfPzrKWULgMuA/CI+XNTSk8KIbwYS6z4ZSyh8/0rDv8I8G0hhBdhT8J/idFizqW9EPgF4G8/rQGcp20ysZvtbL5Ds24PI0tINNlA+12yXKa+ocgX/rCxB86cFO07XROIYZ1R9xFIAdpA4kh+wBj/EOwBMwdENbGHZe+JTfa5Jb/Zw3WRj0wecYoeJbbP1NfeHY9A8IiZReDm/rm2nuf5AW1KCeJtLmhpiW2iT75JnVpSWKdJHSkssEQoix7Ztm9P9IixxhGzDaXSYQlTxcGdepRsjrRiNLbozr2wUF+liLEKC9vCdixydLAjhTkpAnHuY9+CdsP71RDTghDmFArRuWEh5Z2Its/3YyFaTZ9tfjYszBk0m1oUV9xunV9ycS0LiiycKBmKtqfrxCL6bgXZdvuxsM+U0Fxj0bsbYj+XsXXudPbupNsxihraK5VxkZMn0hUiyKxy3oqtFI2tsTAnLVKkMBd+HmHR0REZ5bW1Hwt7gRO9omChqL/WVo1F8qin8ha0hpexiHlsoN0w8ehtbFrDtktWYzFcw/uxiNn+C6Q2VNbw4jqwWNB6BPsgLJTISv55ju0SnB0LvZSZ5ni9hgsWUqmKdPuwCNlaq7BQX8tuiCQXhUXML3T7seg98n4QFtZXrbEai57o5y5rWPetdZ8LSjZdvp8uKGpJRQb1Sx79Odzus47zrGc9m9f8xms45xZu3hHzEMJnAT8KXJRSenQI4T7AF6aUfukGu8hnQDvkmN982ouBfx1CeB/wIuCpACGEB4YQXunfeS3wQeB9wHuB96aUXn8uJ08p/XdM4ugW17qu4+EPfxi3ue1x1tbXSPlGZNzHwvtd5seKlVpKRxQeZWDRbjFfux2L0a2Yj25H30r1QPzUgNLbCgezbrpyHPym69v/wqC/Qx5xnc8r7mzhlup7SUeGYMWEcJJ5CMTg1wvOdQ4jYtPSNxv0uSKoCmqI31wXHBGPc9jXIdO1tnGs/rI8NvtMhVhWYRGpeaQFiwiEFGn7KSFNGfWnafvThLgLqUOrhHAAACAASURBVMcSKCPmuRfe6hCLOOjfEAu5lmpDLLLEZI42DrGo8Y/ZhikfI/6srtfkc9d9Ekd2iAX52quxqOf5fixkw1hdVTYP1Mz/kq9Q2Npl7OXc4iQXF0P83Zi/HfJ1YnXGIRZ1n/djYX0P+Xv7sSirq6ym4blrHvoyFsV6zeD6dT/rvg6xMMqF+l942XW/yhrejwX5+IJnzP0vo12Nhc4dVmJR1k29Vmss6rEMsbDf+2psQyw0j2K1ivdjMbzXlpdtUb1KBc1lLIZ9XYWF7DLEghXWG2IRKfN4Pxa6+mosyhxOqF5A4uFfdl/e9c53cc4tYI75jf3vhm2/glFmL/Lf3w8854a+yC29HeqYH7Zzbjc3HfP5fM5P/ORLePGLX0xKkTde+Xzucc+LieyhKJK40rZNu1M9riKStLMIpTkm0DDfPsr6lheAidDE08R2TMNxT5RUUZYzGEd6CxVBsc9PUmTnTALPHgenaVy+yx5La/75SYo0WpO3dGPW3TW5xJC5pnsUmT99Lh1l00huuRXaCZA7ZRJgF1CcfdvCtkIkx9nbhs0t629km0TEZNIiKuPdc4qizW1cVNNMtoIeUuAIrl7Qs01xHAImp9ihnQLxrW3MPdomF/93xBFUnIRuQZOuYdTPGKUJKXXE5gjd6BiLZkoIx7zKJJSkU8k1quz8BIv0FSx2thuObo2JzBAf2ByRDY/K7RHzFnvCpOgmmFa+Hv49I475Q31aPd4Ni8IFlgM8p+F4hUVLZNutdJSQKSwNkZMY53cTFU2psZC6EM6djZxGms7Swy66z+b0B9aZbq+xsdVRuNOzFVhYFD4woWUTkzHE59MZGo5nh0cvDpEdWo7lz8yGi5VY9OxClj2EwpFetYbH9JxxfJO/jBn9ZhUWFonuHAuLwI44xpntno0tcz5NI7vBZPdKQTBbk5ver8U+LILLJ4IUZ05QpBudZsUU7ebYGt6sbGFSrNLubpwuEV1nXtQy49RrDSdMfvEChg507+c7hvYOzIbzARa72w1HtrQmXZYVwJVpzLbKY2h8HbR+n6vXsEknrsKi3E9tZ83024+iwkLWu11MOvMoMSezJ3pO03CUWtJ0iIXUYxpfNad8DKrZaTkxtoYn3q919rbHrG/ZfGqZ+DwfYiFZRmFh9wK9jMx8DXcoSPKxj17LF97r+3joQ7+YN/7PIlJyVh3ze4V05S+2q/70z9rCw/tPW8c8nyuEd6WUHhRCeE9K6f7+2Z+nlC65Ic7/mdIOI+aH7RbXXve61/GQL7g/Gxsb/MiP/AiP/ZoH8L6Pv4y73/NifzDbFq5uzoUXnUiMCcnKvJMS0BJTT0qS3TMtajnTKTT07QTCBoTGb+YgmTU8SdBcEHuQ4E6rpNPErpac37A/nX9njGTB7H8tlqRoUngpH9Pm76c8Nr1Mjfx72nLVY9oSsqw//WAM4kRLOlCxqFBJ29nZpbNsY1MUW4zyUNk8+stIT1/ZSkVMrJ/RsbDrTYY294dk45xffR4ShBiwJMY15qNjLMa3IwV78SJ17uwwGKvk20pbjYXGamMp/SlybePc/xJBG+XP6/jcMhb4d5JTWmAdycZJs0fygE3GeORYrEN15mUs8HPI4Y3umAXXjE7UsWftkiyPRXN4GQt9f4J2CWyetKg6Ysg2H/mV7AWhyXO0vIAtY1H6M6r6Y/bbv4YV7ZTNyy7HKix0jjx/Bmsbn1uSoGzzvAmDNSwFkCEWpb/Sudd8KmsYxtUabqo1XBRRVmMxqua9XqtHle3iwOaWdKmCTjpX4CAscIdblYtF+SjObLm3WJy7zKcSu1+NhY5JGb+1Aa4pc/aHx5j9LCE+5HW4jMWIMs/6vIZFUbOxlbUzXMMTyo7Bfiy05ov9FFCxuZ58nV178gxf+2Uv4/53/i7ueY/P4Q//x0F6Cwe0cBP8O9euhdCGEN4TQnjDWb62E0K4DX4rCiF8AXDq3K9y2OCQY37YbkFtPp/zpY/8It7xtndz/wfek1e+9pk85tL7eoTPSk2rymBxfGvaQHJN70hgASF5hFVRy4A2by2GY1uB9cYp1c/6PCJaRmFY6hFY/5yqY+zspopdtlebfH7b6C5XKvGqeou6/qz0MFA27WsSQPl7ccM05vJXOcZhMILy8lETBMq3yr+aGFQftQKLqkfBH6rLWDS5D4HUtPRhQogjQmqJzZjUWkJWii7elhKEgoXIFZ8qFhqzNsFXYVG3ggXnhEWZMVRYFJeuvMR8algUJ/9gLNh35nPHooxhSCgo/dVf9q+L68Ki2DYciIX1r1CKzhWLenUWmw+xKGP61LAoORUMvlVjUc+Kg7Ao56xHUt9Vzo6FnNqDsSgWK2S8VWu4fLP0VS8/nxoWCao1vx+L5W+fKxa6SxdHfj8Wdu1yx/xUsBhSsgoW3/nEn+c9V36I1772Ci699NIVY7iu9il4yjd+Wy56uKp9N/A64O4hhD8Bbgd87Y3Qt1tUO3TMD9stol111VV80cMeSh/nvOm9P8r97ndXIttICs0eNXMsIqOEyrk/hIqedEwdjScBBf+Lto7tBj6l98TAokcefGvdCsxYolxCiVT4drltozZIyrDwJ+d+ozcKQ3KVkRR63+RWsmObexWqZET7/yKVJsk9+2+d2GdcayVh6VFm545IA90StSLSHIYpkTX67Or1/tCbZxv2Tiuw7Xm8l71/Pganb0i3WHFaXd/sv4QFc8fJKhjilKLixk/pPTqW6IkNZu+wSYy+LZ6mxBBITUefJkhjITF1bBeV/c39Nlehq+aLlGim3mujnPS5JPxqLOwBrsTEZX37goXZYEHhszYY9WhMoRlJ13mXmGXjlOi5Cx5pt34NsVAfYuUKi3qzGgubu5F1T4RLVc+HWOD2Cxzx/Q88WVd/s2qLJfkugCf+4cm3IfdsiIXRdab5ymZF6/dBWNh86XzNLzvXBYuy7goH22yuiO5+LPBj7BxWkRYkrznEwhJJTQlESh52bJuxsLWdqu9KEnCWx5vcbinLWmoNaQ1qrWs+zYHNJSysemryHZLCB29IFRb2e+/jbfK60nw6GAt8DNLzFid7iIXmROHgmx376lrLWOieq/tNiWzvx0J2DEiTfUHyRFZhYSu7z8f2zIh5DRebL2OhdSHsZHf7vnb+Ilf9xUd5whMfff2d8ptELvG62wFFD/e1lNKfhRD+JfC52C39r1NKixunl7ecdkhlOWw363b11VfzpG/6eu53v/txl3tcwPv+8Se4z/0+i55rMQexp+e0f7sjcQo56cbRtht74hQNEMOUPsxJYUIM25gTnQhpSp92/bZ9GjnqkW165+YmTmA81B7jlJoj1XMt5WF4AnvYn8F40qatbZ+3xHTKrxnd2T+FPejPYLzSREonIelhc4rk/Ez77gKVurexRSKnPH60oHN+ceQ0JplmusB9/vwE5rjLkTrlTrKNzZyga0leqtyubxzvnhNu54XzVBMwp+dEdjDsgQfmKOjcuxkLG8OuYcHUP48YL7rzl4Az2fmz/s7tO+EU0NI3cxbtHjSJlOYFi7BNDFPMUYvYDmvr1zQt+z7bvKXPOJPnjf18kpRxs2NNPeM0+AuWnSNVtmjo2SZxZh8WiZNIZQWmmXcvLKxf1xLZzVgExy36fIKZz5E4wCKxS3mp3MU40HqRnLkTdBKcR2tYLDD6xTaBDlPOPoW4wQWLWM2bM97f3sd/EnuROIVV5o7uUJ7015+TSLIzskNiewUWp7IrZHOutnkE5iR2MGeu8zUcfN7IVqf9O0Msoo/HbL5Hx47b60TVr08ifW6zc6zG1hLZIXJmHxY2HqmlzDAOdOv4C4tTiJttTmiXz11sftLXTefrsCPQ+7xpSOwQOW2vMWlOn8oaNidaWJzyfp3I94eOM37sMhYnfA4v/L6VfD4ZFuYk7wJkm0vnPeaAxxkiOyuwOIXkKGGPnl1fw5pbPZFrszNvWPhLt69hu9/ursBiuxrDzNfUyPstLE4R/b5lWPTYi/k2SqZecDqPWVjYvVhrcqe6n84rLE6SmDIatSwWehm5RbVVRQ/3tRDCNwFPBB4A/Avg6/2zw/YptMOI+WG72bUYIz/zcy/jFT/9s3zwbz7EbW53jJde/k3826c8gNaTfczxkmauJXDhHE9LYDMOo7iD5tCMaYIn1QUVpxgTUkfyxL6QuZFjtKkubWi7oYufaUVCyqauykertLqdO2U+rfjMbdVPi6Ta78a7JKnYjek3914QoxSZmaBof/BS0QklexmfNeRz9/59sGTAST6Hkphw/rl+Ln0dI3qNeKri8MrZMCzaCot5vn4h5AyxMFtZPxpUEKdwgYMnu5KxkG2j4yZJs0BKRyD0pLRHCirqZH/fj4V40SJ/jFASpWwfXDs+MSekEaQWQuPzpkPlybUbMcRCNu9ol7AQx7WQS4ZYmIOlz6jmmfo5cvtPUbJbwaKtviNqwRALzf1AWloX1kfpxZREOs2LhBJ5ldg8wCJz75W4XNZFSQxuMAlF7erUWJRkS+lo12tYNijX9zWMYWF/VzGqZoCF5k3R9qmx0HxultZQwcL60SHe/xCLNvfV5sIqLHq3S78SC0ustuJmhVM99r4uqjELCyVglzHYS8dBWOxB5tSXJO1SuKvx+8MyFvX4mgEWIa9hSTGGJSxkI2AFFrJ5k8esdaHo/tiP0VooWNj80DVWY0HmwdcYlnuaOeG1zaP3W+tX95b9WCQCs2ninz52kgf9i0dyvVqAm0YukduGEK6sfr88pXS5fjlL0cNV7UHVz+vAI4E/A371hursZ0I7dMwP282mve3tf8IP/tD38n/+6J00TeDhX3Y/Lv+tH+a+l9wNKVw0lIe0kqSsMIkcQCVGjfxBYs6e3fo9kSdAmx2UETStOy3Bz1UcLWMtluIzobqRN/7AttqB43xDN+etdhLJN/42TDA1ED3s5ZSNaVJLkxp3MkfuFtt1mvwgNIchMXKFAaWcTvyRouuLKjD2HuiFJbodAFRMZOT20Zj1kLJ4V5OdV6t62mQ2p7Awey/3dRUWrdvQ8Gzd9auwAHAqQsuEiKphmj1bORUhEMIYkiW2NXFESi1taCCMSCGcBYt5PpclzZldAi2kQEhj2mRxtxgTNOZ8tcHmGn6W1Vg0+7CweWFjW4VFpM02l+igbHhdWLT5OCWtrcKC6hwFi8YdVhO/U/Jgu4SF1la7Eou6r/W6SNn2jfd15DYuWKTsOMWMRXkBbd1hbPP3yxoe0fq6l3OtKKiwiNl2rMQi+Fhkz9VYqChRSRAs86Z22Pdjob5aCZv9WFhl3km2ndZF4y9W+7AIcsZtPWsNH4SFlKgM87H3QUmgI1/D+7Fo8pqYID77MhY2j1XddxmL8YFYpMoWolnVgRBp/Tde0bjGYkQpXnQQFim/aIYBFkbAaau+6r5VYxHPisXO7pRHPfCHOXr0CE99ylNXPr/Oqd00TJZPXIcqy8qihymlJy1/MaX0zPr3EMJx4Ndu0N5+BrRDx/ywnfftVa96Fc997ndz4sQp7nnvO/DSy5/E13/zI2kai3aKZ1qnVEkTWrFw40hKezrm70mdo0TNe5TSZzd4cw2TP4J6jFde0pY6SnSncCWDH6N+Fa67FeuR0y3VBLtWh3iecnAUibQzmdJATIHQhPypOLOFkyq+sDFFYx5zncRkR5sLLV71wp1hRSeVONXn/wL+ANX5ak5psbldQVreTWXXgtN+LKSLoCS11ViUynsxjyfkPpa0LuhJoYc0AhY0qSOkPQhHia1SLvdjochyzGNWkRklf/WE/ow7Nj0EiyimoMS6OiFtGQsligoDyWhGdzb2Y1HmlhTQhUnYhwW5z+LJ6+VuzefmEItir3q2FJXqpBcSHzkoja/w0m18+7GILoeXfCeh/h2kiiNnql7DPSXCHgdYKGKpeWNzuMzBwpfXetAuQZu/o2q5JZq8HwtJ+QnvuBKLegxSXumqtTpaiUXKDrtRo1ZhUfe3rJayVvZjIdvpHiLcVmORsiV1fxMv+2As7FyJlD8bruGChcbfZix0/rNhEbKtoCS7x+pcmvtSsllUttX8OAgLKd2UebGMReN20gtHWReqGbAai53dXe5z4XPY3DzCle/6s1zM7nq1myZiftZ2UNHDczx8F7jnP1PXbrHtkGN+2M7b9tGPfpTP+/z78NSnPoV/9bgH8Fef+Bn++C+fxxO/9VG0jT0oLbpsnHFTX7EbvnS0lYgXPUGvYSM7EYGx8xwtwtNXW8qRKaZXmzANbot1BmKOikpHXA59ywZgt/WWoyhJq+EI4ke3HKHQMAIx7UGMjNKYlBaUbdyZW8FoIYoSdaEnNJveL+nxyq3azA8R+3wXi/Sse18CDes+ZkWPpv44tQp3rV8/uk645A0DR/wB2jNyHWsl/emhNcTC9JX1eco2bzEedyK4lrOiW32mNCR6dilR2ej9MyzKS0LEqgDKUpveb2HR0dDQhqOmL98c8dwB41Y3noDbsIG5X3t+npbopb7l1GgMpmm8Dk1DbNagvQ1dYxF4Kwe/5+fcxDi37QALO/c0YxHdVkDGQs5H66XJGyKt67ubg3UEcWKHWFil0YKFXr1axOEPrsFsFA2Nc9Nd8F0K5SbSOJ1GVQ9t3vQZi+i2S84hNyzMAQxsuuM0QVxji8iu+Xc2UdJ08F2o5GXX5SQ3XlZeWJj9U74+PraeHez1b83nU5uxsNmD85KFxcz7kTIWmlP1Gm44gnGke4yWZc5bm7X2cdz2MhaSQTUnWEnNE8dnzT9fVPeWXUQds7W6iZKkLUJcr2HtimwsYWEOqt3bFvn+pORM0T4CmxkLlZE36tBmXtumjV6wKPfTDfRSbfcNreHhfNK9MoGv1dZfyqZYjYCChV6AW5eYNHd50zERFr2viCMZK917CxbawWwyFq0nwtt42moN9yRPvtc1tYPRO42qzKdNlBBqNly+n5rNf+L5ryPQ8vF/uoa73vWufFot3AT/bsAWQnh9COF1/u8NwF8Dv3fDXuWW3w4d88N2XrbLLruMu9zlzuzuneId738Jr3jVt3GrW29Q6vA1KPIYsnOsKJgikNLOHmHUirINLvVdPPqaSJA6SIFSvVFbv3a9RKF5lCiPbWyG/Pe2ut9JTkyRMQlyKRJo/W8I7tsqSqWIjTR9XXM8tJjUnyLVfR6rdgQK91s7AEXWrkSdxEdVXdIir1cipvgn0gNOFHvrGAmjiTBTsFDEvcaiOOcFC40hZex0jjI20RkKFqJ9aFdC/ZSNm+pa3sfQkBqgHUOjuVMizcJGjmyNBVDwCIkYRvTtGrE9Qt9YPkIMKY+hjhQWPGXzlmUsJOlWsJCOer3DoX7qc83rGouitV24x301VlVSLFHXkCN/2i0Qn1q0ihIVLjKJhkWZDQULzdWCRY+E9bQLkrK96+/p+BqbnhoLG2VNZSlRfl1/eT4FJycM8ZTNayw0J4vtw2BuyObCQ1hovQsLjUPoaS4Px6b5VLDQy3qNRdELH97n1Df1X3Ne9iyxa/tml+9LReRQLw81EmR71DsD2n0SHUR3hv1ruGBRr+GygxSXsBD1SnO27CeVXZBEKdzVVH3XXaretdP4ZcfhGqaymfKQCm1Pti33seF9S7txyncp0pOP+Ff3YXd3j0984hN8+u389sxTSv87pfSVZ/nKS4Gf8H8vAh6eUvr+T+kih+2QynLYzq/2riv/lK9+3KV84hNX859e+kS+/Tlfgcmrde5Mz4mZx2vboNHpIxZRXPjNv/Fo1wKLdnRYkpUlm0VPmrSokVQA5hWpZUpI60BDCnOUaInLj0V6YlpgTMwFKVj8xiIvM79lS7TMpPdAj6O599uuHYMX2wlzlPSXmGPc7p6eGW120Be0LjOnvtsYizSjRX6CR4nMESvSkJK3W3gP5ygy3TNHqgnJKTpFFWFMpPFrBcei8/OJDhLctj3NdWBhyWQWjcUfxRbh6vLYbEPdbF5Hb9sKi8bRsmuZZkVRuplRSrYvMhaiFRT1kYU/ai3aa3OtxqJHyXCRjjYooW2BXgrM1sKiR5FePdgtMr6MRT/AImZco//c+egW7rb3bgOzuc3VBkktng0Ls7mdX9KbZvN5hUWXzxeYk9xBLNv7Z8Ni4a7OHL3K2Hwa+/kXfowUbKSgprVwMBZm/97nivjkc3oWjDIVrEcUFGlym/1L1H0VFpIO7X2+2BoOvi4kzdd7P+bZIZSdz4aFzbPW583cI7MNyROA969hk1NMeQ03S5/3AyyEW5HtDHTM0C6FxobfRfD7ptRolrGIeZ1LcnXhc2/m83+e7ymxun5Zw8HX8NmxKNdfAPMD1rCoN0WmUJS/s2PReT9l87U8zpCx6Gnd5vjYyrNjdFYsmtwHreGOh3zJxVx4+1vxqEd9Oe9857s+TSrL9T/0fGgppT+6qftwS2iHjvlhOy/afD7nG570BK547e/xkC++B2/+f8/hgguOI83jgDRxIz07WIJOC8z9O3NKRMp450W6cOr3u6JP3tA7FUSatoEmTFC5dNs6t3NGdypEGbCHK4S0wBJOjdMYg9RaIiY7N0MJpT7K/FDBaQQpKKJpD1yTUBu782PSauag72JRsA1MWxcfp3iYCxSZa7OT1vl2tkXQYtwBOkJoSUEl4FUivvOxmuSZpBmj29AkJbX9O8Nk4NxuiKvdVzbXA3UZiz0scmYSh5b8ZXKThYqhh630guf0KJqW6JjmPlo8tvXXM5MGrEuwSKe5VF9cuPNgfbIRnqEkFs7dsS5Y4HSNkK+pVMNSgrtFWscLt0/wh7zGO0EvZHa0URFCdgR673tENInEDrZLECt7K3IIuNMsHGJ+IRxi0bvkpBInLRFwF4tzr+frGlbJ8Z67QyPG8qKyuXZ7zObRaRoln2DmTjk+J+fZ5nJYe8541L2l1rausYhu887Xi0VNtYZ7x3yGSRXOfF23bnOjvMhpW8aidyqEjVMc6c7Xgtaw2TzlRNi2ssscKfpAXMJCLwLaHVCip6gd646xbK79OTm4yeO3nfdrjshiSnJPFJ19Uc/Eubb71AzVJ1Cf+jyfdO/oBlhYhH7Px1Je2Os1HDxQYDSaWV7Dvctt2hqeuc2Xsdhzm80QLafMpybjaTYW3oHALL9w97S0TvOrsTA72NrWqwAEOs5Qkp9nvrYXeR9Hzj4s/NVHNR0KFg2SYNQ8a3x+7qJ8nCve9D085gt/lDve8SKe8ewn89kX35573OUB3P1ud+eiiy6iac6BnBA4b3XMr6uFEKSPu+9PQEopna0o0WFbaiGlVbY8bIdtfwshpHq+bG9vs7W19Wmf97de+1948rc8jaaFn/21p/Plj/scWndAGy8yZjfGqTvMM1qO+S1ziugWMPXvi6M98gfUHiNulR9gxos8gz3o1v3hpRLvu0Q62nTEHKbQ0jCiZ4ZFC49yZrvn6NaEEHukFx7CFil07jhD5JSfr3OX6CgAHadoMxd24uM0bW6jD+wROIKS5czRG7mTtuERIBUTMo3ilmMYL37uDmBH5HS2BWlBkybGZ+cMgQtIrR561seeM7RsYg659dX40nN33mbMto+zsQWm06xt4BoLK65iztOMEbfCttINi8gZjLctqbN+gEXj18cffIk9w8I5veIFLziJqTcYp1bc0Z5t72uPOLcFi3V3aNYQj1hY2LzaQnxy8d6FxXR7wvrWzB/GMyK7tBx3Z0tYzIls03IBJfo/cad4QcMR9OJk+QwzEns0nosgPrVxdMXdntOw5Z9ve4Rw7Jgcc/d0m8JhjvlzYWHz5oj3tUOJxcLC5tPC54JpcwuLne2Oo1tjLN56goajaJdJx9lLsvjHLGGx4XiuoYTDGgvNz5h5+aMlLKbVGp5Wa3judpjSs0vLBQQU/deLnnj+xhtuaAdYROd52zzYxmhExoufbh9hY8vqH5hCyMgx2sLizNu+hi0Kb+MsWMDuYA0nj/QXLMb+QhGQnGuNhY7T2sYxVx5MYhfLWxH/u8ZC3P41lCAdKyxsPmkNSx7TsNjdblnfMo64XjBH3Ar85R1fk8b/PoZ2OjSfVq3hGgtzYm0Nd5yioc0YNc4zt8/H+f5mf+9JbPu8mfnY1gdYrF7DQyz6rNsfgF0+eXXHNf+0w2IGt7rtGne66wVEzvh8ajMWNm/mvla7bPMhFh17uz1P+IqX8td/+fdM9+bM55G+72nblmc862n85Et/hrZtSSmt9L4feJ8mXflr66v+9M/awgP33n0dqiyH7UZuhxHzw3aTtWuvvZbHPvbR/OmfvouvfdJDecUvP4NmZEVBzNG2BCGLbK35A8e24AvHM/jNvif65/qbxUQmBFTwwR4WSrBTVMci1DOaZK5icFqKpLnwb5ZzOyeyaQgcI7KLON7mAIgfLX6raCFSh2lQ9Nu+Y+mK9jBo8nfsgSsOrPjJ4rWKX72OuKxFc9ucQm1vJzratKCJFo1KjSWCFaUGceUbyP8N2fHV50oltHiyPUiHWAgbU5RJ7ngULJqq/4pOFyzMUWkdz5iPsRcjXUsJtLMKT9lCvyvxq8bCxtCysQ+L4d9bH3ONRcj9DKzRYIm8QywigQ13LotOenD8DeeiJGHHlHwJm2+4I7JTYRGy+6VqotIDNyyaPFesYJX6Wq8T4bBG8Gj+cD4XScEai7IGO4psZI2FJPKkE16rEakPrdus2YdFubZk9OLg78VGaz7rqI6x/YvWXzrIc6elqNW0aPer8IY7pK0vnn/Lpq9hYREGdin5JIXLX/jOm34MGYvkc1brP1bjKqz6Fr1EL2NRr2Hpg5NtWb5nL35SJtHYdR/SfUva3MpXCY5FyHahGk/9vbIGCxZmoQ1KDYG+Oq6p+qfrFyz6jEHCkmmVHG0R8+i9Ut/NrtKOKTayxOYhFvWcsjU8H2DxsY+e5Pde+3/4kzf9Df/vfX/HP/7jJ1nMO0II3PGOd+Tv//7vudd978gvXfF07vW5t63WiGwq5vuaO+dDhInGtAAAIABJREFULBItRzeP8oY//hF/MSgvSf/5p97CCy77JX7zNVdw9hY4H1VZrk8LIVwIJTM/pfSRm7A7N7t26JgftpukvejFL+Q//tDzuP0dbs1b/vxF3PvzLnLHRSxv8QqLcFVJhFMrfy2JZLaRXI4Xba+cL1R/U5qWJX9GQuogRFKTqmtJYqt8tz6PHmKSbSx9Zen4MOiP+krVo+FtOS31tO6HxljLeukKaXC+lBJEGx9ESMNj6nOolEfpyTIWSsOq7XNuWCzjtwqL5c+KFSTNFyk2SPvOnzwe5umyNxgW9RXPhkXyPh6IRfV5ubpkImtL1FgU25VvFZ33s2FRWp10KFvVa6JYvB5hba9y3iEWZLvtx6Ie38FY1PZOK+bNQVjIWS6jWYXFMl4ah45bhUW5tp1jFRbk64FQaCh9ru85+7EY/r4KiyElq55PZ8di2FedfxUWRZ7w3LFQ/0u/lrEo1vzUsChHLq/u5bktGdehLYXFNVef5jW/9kbe/pb3c9X7PsbH//FaFouOo0c3uMtd78IjH/EYHvMY+7e5ucn29jZXX301j3jkw3jSV72Cd73/5dcDiyInsIzFdzznsXzz07+Mu259M9fZbuZ+eQjhcVji50XA1cCdgauA+96U/bq5tUPH/LDdqO2qq67iMY99FH//kY/x3T/0VTz3eY/PEQm72SkRyaS+LJGopaFzIoBFBcWJNmaiJSHZLVKV/pQglXLESsodyfmV4ixnfXBPRiIlSL7VHCw6knIy14wmjQlpAUG8RSkfWBqZJUepL1TXLpxucYFDluyzMdtNXtUPO0oSaUQ7BnpYWvwvEpgTXRWiJLNagmWiIYSGvgX6UrCFNCeEQEh2PYJk8aRMEfZhYZxZky9LOWrMSizKQ0tjnlfHrCEHusailKUv2s/FHuLht4jnKfsE55/iWFrEcBmLPaTFbFGu+YFY1NrwkkUTpzuswKJQRMrD+EAsCHlsASWojXwMo2y/GgtLWaOavyYMl3ycsqui75qL0TnApRKjVL3n2XYxF5BRjkONRUBqHOLjh/z3knAZfezLWNRrOPgaXoVFyWXYv4YluSksQPoh8wprOWv7sSDPm1HGAk/ytL6OV2DRo30hUReKhOUQi+i0npSTX2c+f1QRcj8Wik6X+9MqLERDWqfcG0vewMFYzJB+ukXrNZ+WsZCSkTTJtQ9yNixmft0FOGVpFRayW9lFST4HrwsLrWHdTxofY6zOGVDRtdaTbktuRcdzn/5qXn35/+Lo0U3uereL+VePeiyPfcxX8ehHP5r19YNpIne/+9152rd/Gz/2Yy91OwpzJVR32VbLWCixN+Sx7cfiyPoaX/jFn8tb33LVgX2wiXYz98zh+cAXAP8rpXT/EMKXAl9/E/fpZtcO5RIP243WfvoVL+d+97svx2894r0f+0m+53lfTc8ZlOQY2fabmnFNlXDUcxol2plTMfYb5g4Wu5jTccYfm3USlB0baOk4hRJ9+qxEEFhwAtEu+rBLH8akMKbjpD/aezpOAIE+dqTYEZI9kHtOkBL0cYfU79L0EfopKe5AGhPZo3cFDPGl9VAyFYhFNbZAcu1u4+ja58bvPYXkvCJnMD73nAXXAo3zlW08vScoJUYsOGmfh4a+mdGPxvTNFovmjDswicgpLJpmCYF6OSpYyAm1MuKWBDnCVDF2SX6cdNKFRaLxMZSENLsm3q/O0T2FFB16tn08CzqudfvPMlYFC9MrLsm5SnAc07OTnRAlZ5GVJnq3+XYev/HOhclpf/gnjE418n7vISUGYaFksIQUHWY+n66tsDgDMMDCeLEn/NpjxPWNfn05XRFJBS4w1Y0RkSl9TqCbosQzYRFp6TlVYRF9nkU6x8LGsY1iu5HT3tc5HZ90O8vRsrXScxIY0XGSkmhqSdUwoWe7wmLPjx17H9NgDdtYVTxp4ceCJQHuZCySJ6ea43M6j395Ddt8ujZjYWNLFRY27zquzVjYPKvWsK84UAJ07303zr30wLWGCxZKsNa80XyRyrthYb9pbNF/brxfms/1Gp7TcwJo/f60yOuid/WlGoveedwwGazh3tdwealpMxYhz+e9jIWNuRlgsZxUqiRg2bxewwWL6DPv2oyF2SgMsOjp8zwzLGw+2b1cSjCWjFqwUMLqdsZC99MTJ0/zq5e/iV9/zSvZPr3D//3zv+KVv/jLXHrppWd1ytX+1xv/iLvd47OW1rCtv0SzhMUZn9ur17Dtn3bVGt7m4rvc9uwdCDfRvxu2LVJKnwSaEEKTUnoLcMkNfpVbeDt0zA/bjdIuv/znec6zv4sffNET+J9XXsZtL9yiqG5o29J4pNqOLhu8il71/rm2ZUv1tbJlKkWLPn9iDn6fj1HkJrrjmSNGoSc0kBqoN4MTHaSeJk1p4x4h7hLighR7mhhp0x5NnBPSlMCckGY0qSMl0UYkc2a3+poMU6gZ+lz9VCU+UQT0d0WaFNcper0p/9xXn+tcPYREaiE1jVepDKSQSKFEeqPbPg76kbzfkKpzmy1j1dcaC0XyyGMyO/QDLBRdj0i+TpG6Ps8KYV/woxqzNKIV/av1uksVz2Xblv7URJJCk6m/L2d5iIUijV0+Z1rCoihvFCzIY4r5vKIZsDQHhr8X7Y6Qr58YYqEovcYiGgIDLDRvisyoxpKq/tXEAkWgtSpL/8JgzJrnKc9zquuXNawqjzUWZQaW9VvWcOmn5oDkI+tqmF3V92Ud+fLdYtNlLIZzo/Q9UK/hIRbl9/J5l/8rLJLP0ZQxWl7D6neNBfm/5VqK3NZYdBQaT6GelN0rVRbWHa2jUHeWsYhLWNRrWHao+1v6X2OR6YFVfwpNscZN59YaVp81V4VHjUWNU5n/P/4ff5cLbnWUb3jCU7g+7S//4v/xoC+6++D6JUI+pCbV81j3BI1BmCu6Lyym0/k59OJm75mfDCEcBf4Y+C8hhJdDXjiH7RzbIZXlsN0o7f/+5Z9y2wuP84zvfRyF/mHVEk2qSwVMVC66Jfjn9qAfOy1BBWcAT44yN9oS1JQoByrgMkYVFi3J02J9pvW75o87JfeMiUmFOVpCGJmXzhhiwyjBZHGCbnGEUb/mOUcTUtqEMIHU+qjMGWwJruoypvBQldCkinigreKQLHmxCRNsk3/sESKTTzQ33hLlEpJmnPgDsMk2jF5J0yQBx6gMuz1kRr6drUTRCY3rpbc5gXScsbBr9G7zBjyptEEltsvY8A3lgkWoxt75tWosevqcJBeWsJiQ8nWCz4Xg4xnnsYuaE1zuLTiFgKowlJIrTc1h4v0ZuzUXPp42Y6F5UydbLmOR/KGmiJ19d+IOh9nKEuCCH19j0bkdO+/vEAtRm6S7XcamIjbF5qIn1FiUIlgdDaMBFsY/NkpTg4rCmJ07H2cpja5/wqKr+qrxDLEoGQiy+ShjYXNv7Gt4ghJeCxY9jSehpowt1fkDojgoclywGDlWJqNaikwJizJXjB43xMLmrK0h69PE7dT5/JgM5vkQi+D4gOoJ1FhozVp/TdRRWNjY1qpzr8JC+uPxQCzqJMshFpYM3QzWcMHC1tYaJfG22Gh4P5WtdM8JPoeSr2HNp2UsTHpyFRZKTldRNLPRxNfkpDqPkvSXsSjFfwItv/Mb7+Tr/+03cn3bQx7yYH7t8jfyN3/1cb7iqx/I1z7p4WwdGxPdVjUWeFKw7k3WdxVYGvm6CHntBRL/9LFT192Jmz2Tha8GpsB3Ad8AHAd+5Cbt0c2wHUbMD9uN0v7d07+PT15zmku/9EeJnTLpVcRBnGA98OeQH8RyNMylsBvg3B2SNZp8ewTTNllHGgly/Y1rPPIHhFXBa/1hFPID1RQetCE7SkcIMdLGOeNuQRv3aGK0ku7tBJKUF3oILSk4LzcmJosp4/k1tHFmdHWgLscdsnOeEN+TZOoRgRkxFcUIeyQaH9e+bbJ69hge+3/X0C5A8LE16BzmfrTOVdWWtiJwpcqflXQXV7yutlc49lIlqJNrk19PihcFi4Cq5EltYVRhkfzqR82G9DQcyVhIm9zk6BpEMWn8QR/8IRgyH1XKG6pWmPzhLm125R0kd0qk+GLzqcYiZCdFY54sYRExmU3xuRtaJlX/8LNv+E/GiRUWdk3TX25cJabGQkoTFvFsHd+SAFfm04iibU4+NqFIfsjXkoqGucwm3WjrbjOf217+pOjRuLNUsCjc6M5dpfWMRXmZ0MuIyrSHjEtyC2gNxwEWiulqfUwyFtK4Lmocna+gSbWG7ewjjnhf+wEWqmRqCjObhIzn2OefHHVVC11jGPElz6fClxYWrd9lZuglsOAo3Zl1guuRty5WocqTsnnIc65goSqWZt+GlrWMhfYDhJfWsFatKlNK0aUUORumC6dqntdYQKJlo7qfhrz+muxUQ8tRtEPRVFg0ymehp+XoAIuQbW+WM8zX0X0Of30xm0tlpcai9Rlvz4L/8bvv48S12zz/+c/n+rbf/u0reOYzns3JaxI//O9fwz2OP5nPvfV38ju/+t4BFnZ3XEe7NLaGlfBeVImgpUeFkBre886/ve5OhHDj/7sBWgjhZ0IID00p7aSU+pRSl1J6dUrpp53actg+hXbomB+2G6Xd+9735t3vfjfve8+Hue/tn8E/fOQkgD9IR/Q5SiInyCQQ7eGxhgqfNPmhpsIakp+TTq4KDykatYkKoEhWzR56ciZM0zrlB/kI0ogmNbTdaUbdKcY9tN1JQurp29vQ05KadQhHIUYUGUmpI6RE2y8I/QmaZFEhSw5S9BDMAVZ6kT1IzQlby1GvEesUwssWis6Kx2rXPIIq2qlwiCTtjN94BDmPOhZMHq7J51n3fqkvvTtME7e5HDU94A0ri0qug2v92nUS5jAaFvbwEhayuZxBHM8J2hlR9FkOu3YCysvTCJOn6x3/iffV+iWcpUFs59MLjiQ1zemJUI3fXv4KFhHTJpaz3iJZO+kxN5U9FTGzBMDN7GAKCxvPFsWRX/djzRnStnyRoEw+z1UevfEHvKKFi2rMsq1hMXJHymynl7HiDNqYJ9mxbXLE37T2Y7btqLL5hvf7KHUJ+qKvvU6gpc+c2pHPVxtD8rGVNbxW2Xbia7h1bGOeq2Vtr6OE6KbCU+O045TMWHZL2qz1nXzOS1JwDVG0Gl9n9lI1QYngyR3ZkNeTckX0wrJOkd2ckDzS3viLicWNN6u1ve5rZuzn6ao13PnY9PI0omUdSwo9MsDCbG5YNCi5Ukndun6XbS46kea51m30oIjd/3okeRnz2t7w8Wuea22Han5qDa+5bRtC1uvHnXFJv8pJT/maNufX8guaHPDWXzp7n+cpv9TafUNzXrKkL/qB1/OUr30F3/70b+fWt74117etr6/zkpe8hPf82V+wuzPlH/7hH/jXX/N1PPNb/jPPfvKvsHtGUpy6n2psqiwdaPIaNiy0U/DmP7iK2XRxlqt7u/kyWT4A/EQI4e9CCD8WQjjklX8a7ZDKcthutHbJJZfwlCc/lZe97GW8990f4qI73csfjo07TI3TBQp3s46uRK/4qNhgica1FP5ohOw82Bnw7ynCJE5i41FUbUGCBRBSwhzsNGMUnXMZe0bzf6QbN6x1HevzEd3oGF2IhP4UDXNIezQpklIktSNisw5BlQ2Vyqa+q9/2wLXARblLlm1wlWuP+S26aExHUt33fGwViadEkAsPVlGzrrKO+N19tos5G0PptBLRtqi3ktuEhh6bq7CwCn+KokqJIfm5dby0iRMWeRSXNFT9mJCYIpUbi7lZdLc4bv0S8lCieNC6Uzvk3pKdoGKvsm8gvAbzJY+1p9aAJ/dbfU4chIX6VegoSppUtVMrgRVy5Hyer1wY/c1KLIyiVCg1wTEXq5h8Bb1AKSpYz0Y5UfpEPxVtcVvD0bEQpuRz2kwcMZSFLDO2RBoLFji69V7BcA0nn6uG6HJuhb6p3acaC60v2T7maLLcbY1BGulzt1KbmeMlijrEQi8XyedjYW0X1RI52lZJU/OiIJfyC1LIo1jGQi+65dridReb2xqeUrCAGpd6nq/GIlLoZcplWKPMBdlKFtf4tBOxGgtbw6pKrHu18ke0jnoU80+5n8lfAgKf+KdtvvLhP8jff+iT/PQrXs6/+85nckO2iy66iFe+8pV8+aMewbd929N4zaveysbGOk0TmM8XdF1PSon19QkX3uEYn3vvi3nIw+7FIx/7/3Hvz7tNvnd+9MNX882XvpSvvvSx/LffecPZL3ozVWVJKb0ceHkI4c7AvwVeFUJYB14D/GZK6f03aQdvZu3QMT9sN1p7/KWP5/Wvez0//+vP4jGXXoJVypOcXYdk6FRNzqKulpFfksGU1KfPi4SWRTU7jyMt/FEiiT/TD4i+DS5JrpLs1DNKtk0NnVFWiBCnNGnB+PRHaD/xYcZHtukXY9aadcZrR+nTDk3/SWguIKUF3eTOpCYwbzeIoe53zOOziG5Pk/siRQhV0ltUDon4vqaIoAI4EvBTsYuSUGZUCymAyHnWd/RqIPoIA5t3VX8lFWZJsuVYcU0b6mRUqZPUWDR+/RoLSYzZo1YFaQoW+k4gUNtOFVDt0b8Y2DN61Df6rouiWnZc798fIVUWU1LoKiy6JSyUHGkccNFKmjxfilxdwSIi5aBiF+FSY1GUJEry54IilSf1mBoLjblFyYMtKiU+xKKoP9dY9IyqMTGYc0qqbByj8vdSrlzzRW617LnIdpY8aMwVabUD1mdXXVhERn4Ow0KJkPZ6KCxSvg8ULGynKK7Ayr5jWJSxKelbryGdX19jk6SfkjVjHkPw8SR/RAoLzTndkxpMaclsJNstqnPLdlrDhkXMfSzrokjzaS0sqvlUlFGGWHQk30UZzvlaMWiBim61GQsl45Kvm/K8LFgYMaobYJGybamwkOqL/i5SjMZmVYzJ9uxQcme5dyXvhwqM2boon4/yd8+c6Xjovb+b48eP8Xcf/ls++6I78c/VnvB1T+QJX/dEPvCBD/DWt76Vvu/57M/+bC6++GIuuOAC3vTm/8mb3vIG3vuev+IVP/77vPA//CYAx2+1SRMCJ0/sct/73Zsrfvv3aNv2Oq52824ppQ8DPwb8WAjh/sAvA88DbtkDv4FbqEusH7bzo4UQWuBK4B9SSl8ZQgjAC4B/g92Vfz6l9NMrjuuB9/mvH0kpPc4/vy/wSuD9wLemlGII4VeALwfullKahRBuC1yZUrrLWfqV6vmyvb3N1tbWdY5nNp/x4Id8Pn911Qf5b2+5jAd84Z3cQTAHTVuxqsxnN+uZb3mq8uMCyymBxJg2b5mbw6ot6ICSRiF6mfKYeaUWtzM5sBkhBZq05hGySEiRmHYJcU5LQ5M6JvOTjGfX0Oz8E5w4TdMFzhy5J1u3mfuz9hRy5Pv2Nsw2bk/XHGU+2qJvkkfM12mCHmqmb2uRnzVCfvBErNy1EvrEibWHcCdebXKqTjAntmeP1qsPBiRpGOnZpcl8e/vcbCg7jVF016KFeoHZQNxYezDOAGhYZ297xJEtk3MjOw3CovXH8NyxAKMY4JjN6H0MRgMARfs6L5Vt9gA94DumiGJQOMKJnl2PGI5Q8l9inp0S2UKVFeWQW3RONBI59ruIiqIIorSoRZOZbq+xuVVeZjpmtGxSIrE2xyJTp08oKXRBdP660VpUVbOhY+ZYgDiqdoUZejEpdAkbn3ZPtF2unSJ7mbTIZqF6JXqm2J6KcaatmWRhz7zCokSxhUXLhN3tNTa3ep9nu47DKI9b2tx2vdbXcJPXcEk4XkP0Klv3szy2sHIN13Nz4S/vonWUyLHJ5M1pnbJlI1jkF8FS/dLw7n0nwshiqpgLHXsYb9vmzN72iI0tSXAqIl30xJPPEa1hJVoaFtNqDStRcO427yssiiKJYSG8lU+iNSyO98i/vZexL1WMtSYVTW8otCiTEjTKmXI4Rr5O59Q0M1vfsVrDlo9Q9tRUy0F0NAUHFohLbXPZ7hg2n/byNcscjPTs5DEoQdyw2M33ANlPykX1Gv7Fl7+FF172O5w6eZrJRHa+fu1cn2Pn2mKMXPnuK3nDf38tMXU85MEP47Ff8XiapiGEQEppZVj8gfcbpSt/++gN1o9zbeE+p96dUnrgDXKuEMbAV2BR80cCfwS8JqX0326I83+mtMOI+fnZno1Vyzrmv38LcDFwL3eqLzzguL2U0ipu13cDj8MWy6OA/+Gf98CTgZ+/gfq9sj3oQZfwdx/+CG//6x/jTnf+bCJ7/mBMJM74zXziDtGRHB83R21Cz9T5rxa5HHMU/GFkjtCUyB4jjnnUTA7NCCuNfAE9M8Yc9YeYJTC1rDPqP85kkRjFOfOwB80R2n6brm0J4XYQGhbjBfE2d4bb7jFaLOh2t+hHp2n6jxPaOxDjNdAeJ03uANyaFMaMwhYp7QLrNM0R76slA1pLtBz1z9f9Ab1gxFGUsGilwjs6TjF2nnlkxogjmHb3SVouILFHy9Hs/PScdlvsETiKKYrsOHcz0bHtnOORO5NHMxbl8xmN2xksF8DoCnuM2CKym7FQkRVzW3Yd3y2ML7qJlcMZ0bJHYMOx2PKY3EnnogYfs035jtOO+Z47FPYC07FNwzFgh4ZNlKQn1ZGe0+7MTNy2xktdsE3jHPWemWNhOwUjjmHkl3k1/h1GbKFIZ8s6pvV9ihHHq7EFf5GssThOw4iO0xgXWC8Txrnt2fUxJ3rOYDznhsSUEVv07NAwxkp6J8diC9jJWNhLztjn845HN49guypy9BsCMxqO5P7a68hJH3NYiQVMaThKmxVCTjPiuM+hDcrLpOVx2BrexPIpZgSO+hrej0XDFGM0b+Xr2zhn4GvY5v/CsZhVa3jO2J3w3jXlCxY2hwyfo1gk2LCwF6HtjEX0eWi226XlGIkzBDY8GJBI3pcai5gLNZXWsknPIs//HuVRbGQsIhN6TjLyPIPo960ai+Q4KZ+hrO1dGrZQsSk795iOMz6H22oNR8fiyBIWeyTGjDiSX8psbe1iEfwt5BYbZbCBwRre8PupsNjKWECg45NYDgX+/WO+Vk9nLGxObfja3qbhuK/hjbyGDYvjAyxsbJbk23HGX3A3+PjHTnL8gq1P2yn/52hN0/DgBz2YBz/owTd1V26Q5pSUPwZ/C4XXppSet/SdL8cKCT0WeCfwm8DTUko7N3J3bxHt0DE/z1oI4Y7Y5H4h5lADfAfwxJRSBEgpXf0pntYIpEXwV+2ngO8KIfzip9Xps7Sv+7p/w1//9d/wjvc/n4vvdAcU6VRkSEl/4nsWmofJ4xlneOzRFdPnsIhoQ5s/H9PkpCXJbqV8Xos4lYhoYESTWpoYGC92mXSRbnQBs7ULIRyljVNCPElgi8XkGIv21qTmKCns0aYJ0xQYb5xkvFgjpQZYg7AFzSahGUMYWzQ+eEwptbSMTH7Ro6fibirhtPBlA4oWSRlF47TdA3GVcYehJfl3S6RYcomd2y9QS6u1jCsMxgMsSqJWSao0F6z1SONqLApH2bCwfqQBFkW2UGO25E9xRutobImmjfzzoV1S7keTv282GXnf6jHg17C/lfFrnsm2+nyIhRjBOlaqMtpZOBsW5fpjH3tbXTN6P2u7tChJUQo5q7EQv1n5BMP/km0/xCJkm0sCbz8WaR8OZrs2R8xlF0XI1W/x00UP2o+F+j5cwybhmSosQp5bZQ2HwRo+CAtdk4yFdqDKmOr5pGvqPiTNpP1YyA5FEs/kCNs8v2vbFyxsDdd92Y9Fqq5z4to9/uYDH+VOd74DF96+7GCVMbYVFvW9rTsAi+BzZzifbK2SsdB6LnJ/IyTbuXw/FRaWLDyu1nCq+qu+4NiGARYpY1IrJA2xEJ4pr2H7F6PdX29x7fwc0wx4RErpjEfE3xpC+IOU0juq7/wA8BvAc1NK194kvbwFtUPH/PxrPwV8L1Dvrd0deEII4VLgGuBZKaUPrDh2PYRwJXaHfnG1ffRy4PexzOlfqL7/EeCtwDcCr79BRwG84AUv4IorruCKN/0QF93Jqp6VtM6eOpmsqGFIvi+S/JGnRCRJfpW/FwasziFqRsPYsjg9dkaoE4i83HiAbnQB/egYfXuE1NrWfN+MSdyGkKNzO+St9QBxtMF0fYO9yRYwgbRNYJ2WETFASj1FEznQJqvHaUWMVPa8ZZiYiNunFNAphWeU/tSTgrjnsor+2TUji+pcRUiycF3N7Sx/V0KdJBBVEVJYWKRMJUdKOmRJI1PUWI/2wl0VduIuF7TKuJUSG/K19Xn5jninKfdxed6EbLmS2qZ5IruKR60ks5Le1ru7VCcmgqKIw75oDAGVTi983aGooZJgg7tiQyygUD3KPFdyqXFqbSdFiaUlVVMMY62hYapmsfk8H1ewkJ2Va1CnDTYU+4m7XLCorWP9249F4ZLrN41N81okoYgSRpfXcJNn2hALw6pDdJkiB1j+v+iXtwyxkPUWSEC0JBXin81JTDAajkpK1USfmkdeY1HIHqLjDLHQN1UwqqSJ/t2HruHJj//PfPhvr2E2ndN1RkdpmoYYI+Nxy396yZN42rMfS+GZ29F/9Kb38QPP+FWuufokb3jb87jH536WW6Ks4SLSucgWKliUNN5SDGn5fioeuSRTh6mm1vRi3w6wKHZVrsIQCxGuglPOZMuSaFpsrjRoXfGdb/0gd7jDHbjFtfPQMXf+6hn/VbJHaek7X3pj9+uW3A4d8/OohRC+Erg6pfTuEMKXVH9aA6YppQeGEL4GS6j44hWnuFNK6WMhhLsBbw4hvC+l9MGU0nuAhxxw2R8FXoc57tfZtre38887OwfvUr35zW/m8ssv56U//0wuecDd2NuO+XFh9JQF5vApyq3EQiuHLUmzkJPoej92Ddv2XSdReNv2iJkjrWHSDN9gABaEMKKhM55nTKTgTkG4DSGIhrFOdF5pkVHT480Slxpadnf0cF/DOLN+TYwPjUcgUxpDUvRvQhOSdNQ+AAAgAElEQVQCfZgS0hh7wHcQpCmS/DxzmhTsXSJ4ZcowQbrQTSX1llABFEXOLJmxd8k0PCpsLuFaZfNxxgJ3jnCpQXPwQ4VFyjaf7WxgiZNFbSE4McEevHppMix0fSUX1v2Ve2HO5xTbHTEdY3P0R36corjGT+8zFo27B3OPDo6RvJ70zVWgp8wn6Z4XHq/GFlDhmLqI1ZTAOrMdcYhrmyvSaTs1kUllc70irGGccSuoJCzs+9HxWqMu6BPzC0Sb+x1cxq/YtvfzGf1Hzc4vfeeSWFljYX/TmANSepGoYCm40zDdkRMqLEbuNNtLW/SEwlqLOs99ZtUaDn5u5ZTo+gywsJ/3fB5Y4qjsUWweiPmeMK7mvxRitIZLsqK5eUoyNXm/WX5RbH0+qyjRgvnOxG1SXO5SZIs8X8vnmjczSkG0goXdo9azTSTL+KpfeCO/9Io3cte735HveuZ/4M53vit3uctduPDCC2mahtlsxuMv/Ure8Ucf4klPVqLyhBhnfM/TfoMr3/5B/sUDP5+18Yf5lVe8jR940WPyPLcdiFL/oCgZTQZYmM3t8+lOyVEp1JYRystR/YOD1zADLJLv2CQiTVpDtSX6oJfZ1tfQnCL/War1Gu/fkomTPytk253T8E3f+PWD59H1bWd7jt3o7abxy2/rAT21y1NKl9df8Ly3dwP3AH42pfSnN2YHP9PaoWN+frUvAh4XQngMJnx7LITw68BHgSv8O78LvGrVwSmlj/l//zaE8L+B+wMfPNsFU0p/E0L4c+DrzqWDy0kyq5JmXv3qV/OUpzyZJz31EXzD0x5I5DQqJJNyEYzoHMgNf9gb71PJUEYLMIfJeI9zoj+0jWdtSW6RPUIylziGHVo9PNPCHLrUQDpFk44SQiKGBU1q6UJHCtAGc2IjqnRnDx6Lu01RBbrIDvZQN1WUjS0rCNLREZi5I7WgZexxs9OoiFFk17mzllzXpAmJPRpaCNLX3iOkEYkZo9jQpBGxcbWUMMaSvsa09MQgxY0RPdtYkqeUQMb5fMYRt6SphjWM07qgdaenYCFVFnNGm8xdnXs/NxyrdTa3Ah27SLe4Z5sRF1AS9Uw73Liox5GTGFzz2pyYCcGvafxj20GweaAodGs2ochG2stSjYXUR1rEPzfet9nceLzQM6V1x0hFSyxxcOqYi1su5YwZSt4MXjhofWuaHU9TE2q9x+LldkTn7hbVCos4S9N8iMUc44Wv5XltBUmm4GsB51kbbtuoeEvPNsadhj5rTddYkLFQldU2Ozj2wqLIszk/cnpGGOd95C9Dkc2tsbvihRcvLKxf4pcnd/zshbas4T2C6+ZHFliy8hqWT2C5IJEdFFc2TrFqGEzRS4rxj8XRXiD9c4vzT9wxNmpS7y9gTc5bsSI1Upqxz6eIFmU2twTxxJSGEetbLK3hM1jeRszH2netYqu9LmkNzdzltRcTyxFQbQGryPvmP3w3P/x9r+InX/YSnvPs7znwXvst3/KtfPvTvpMPPPSD/PYf/gAXXnSUn3zB7/H633kr73rXu7jkkkt40IMexIf+9qOsb9k8szVrCeGRGcmTSM3mE8S5lxyjfW6J1+tbe45FQ/R5Rp7Dmk+trwub8w1r1RoeuxNtdJTe1Z7snjcD1iGMSOyiegD71/CGz6ddGjaxsM0eLRvZ5u1kxuve8Ft8//d//0rbfarthkz+vN5tuPF1Y7ZPXFfyZ0qpBy4JIVwA/G4I4X4ppb+4cbr3mdcOHfPzqKWULgMuA/CI+XNTSk8KIbwYeAQWKf+XmLrKoIUQbgXsVgorXwT8+Dle+oWcY8T8utp//a3/yrd+67fy9O95FD/8kie6c2eJjXYTntPkh6SiQCafVnR1F8QcAVahC20jmyJIYg6phbRHSL2rn3Sk4Nu9YUFM0dRLfNNNUbAUWmLoIKgQjUVtEopASqpsTol6pezkKNKc8jlN4tAeNFIOkDRfoEjDuexfgJS0ye00iLQgpMT63gfZ3DsJccRs8y5MN46Q2LS+pAYaObqKokoCbw7M3bWc+2dy4BcUyb05vXNFV2PRuZNoyhaxwqKWLgRt9ndVNE1VKGuJtJA/792hkkxc6Zdk3lq/ru0+1GoMFo1fhYVeBiQTNyfmCHuNxZxCv6iwgNzXooCisc/doQ2oGm2hlsy97zPvqanC9Nnmc3d7597XyYFYFG5w7/jVWKivnc/PVM0ncl8PwiK64242TtXnkn9sIe9AGXYRUVBifrGwF5mFO/LCQoo3XbarrRfZtvH+bfD/s3fe8XJUZR//Pmd297bcdAKEUEKHAPKGAIIISoCIdEIHX1BQihQBX3oRFEFEQSkioogYQaRKEwQERJSS0AwlCYQSCJ0kt+/uzHn/eM4zM3vTbkhIgfvwueTe2d0z55zfmZ1nnvN7fk+mqGG0hkwa0KcYZutGao6bRKGpz2gFzSQdq0X2u9IxJum6qWA87zwWhF0E08lXBzbKnd9kHk3SsJq7hg0LqwNQSefJ1o0VgtKHvXJYI/qA2tZa5pA9L2Pvffaaq1Nudtihh7Pddtuxw/Y7sPEqx7DK6svx2pT3+MEPzmLjjTXPv3///sycMS2dI3twMtWfJKXvVNLxGJ1Px29yiZ5aLOIcFjqncSgoZVr6tdewfUfbd2q1GxZVnMTp93AeC0l3RasproQHmdmv4YQfXnwAY0efz4gR6zNx4gvznMNly5Y+KkvevPczQtDva0CvY/4pWa9jvmzYBcA4ETke5XodBiAio4AjvPeHAesBvxYR2/u9wHvfo28s7/1EEZkAjFzYjl7z+1+z5jorcvZP90EdTytLbVUSC/j0S9uSEm2rOztuETu1KNxcjB9rLGdHodpGMZ5FJepHtWjVJZUW4EXbj53J6jm8ZIlJCVblT5Pcpr7yPo898iz/nfA2k198j/ffm0EUFSgWIwpFR7EklEp1DFlueaJizBe3Xpttd1qLQUO0CmES+mYcTJMy07HZNnDg8UpWLtuTgCh9pFrsTzyzjcJHXTTUv0RxUD3tTWtTjkQdzaQOEQfiQSzZyqXz5MO/llAFSlFw6XvmjYVRNjJ9Z6t8mWEBVhTcxmuJcFl5EYuAplikbfrQF+PCWuF1fT0hSntpY1DHs5D7jBVQ0bnNrwtLCE2C05kEp8lKZGdzrv/qe6nFgqzsiXGsM26vpcvliw1ZVD9fqt34+TYjc8fCZtx2HbRfEXnev60bXWfGOTct6XlhkSVSUtOWjcaoKsYHVnpHa2sXJKX02rBz0w2LfFJidg0bfcLmOX8N29zly8UbdrVYZDkHlnxr3xX6Wd0RMA5/HuPsE1b5tTsWVjwrq5Jq69w44NmatVi+9se+Xg1T2xnJsMjWaHbNG8da8Hz3oF/Tp08j1//pBnpiq626BpMmvcLvrrmae+6+hwvP34e9xu6bvj5gwACmTZ+UW/9JOh+ZRn3t92l2DeexsHWeYSHkv9NsbEpl6n4N23wl6ZrLYSFGZSM3t/lr2L4fCLueGS5JeBDLX8Obb7UOy684gLb2WT2aw2XG3NLnmIvIckAlOOUNwHaoVnmvfUrWq2Peaz22nuiYP/DAA2y//XZMnfUHmvrY1qdu7bsgRWc613kuqgRJrCw5rA18EdO+Vdp1B54Ek+DzJESxapInziFSIitPXSChHQLNRLdWS+Fm3oWnk7tufpofn3Y7b037gI6OLvBQ31Bi8KDlGDZsZVZaaSXiOKarq4tyuUy5XKZSqdCvXz8mT57M29PforOji2IxYvCQfqyx9jBGbr4q22w/gi23XhspVMKNvSF3oxISlBdpkm3qZHWFuVC9ZJdUKVVmUqy8Q1UclcIQxEVa+Mg14EXwdOKFcDOux4oyJWFrXm9lqgWfRf404tgTLNR1aw/tNNPeAg3Nxh/tCDfoujC/qlgR0wqB6z8/LLT9LrIUNAnntp2LTLdbKRJWhMV2A+qwkuZZYR6NEGelsW10bbNhYVxkmyO12bHoaIlobLZ12U6muGLrqQx0opz1KP1cViAGlCrREyxUq1ppAc1kxWQyLCRIQJpiTExLj7HQc3Zgju9/n3mdu255honPTmPq5Hd4Z/pHtMzqIEkShg0bxvvvv8uAQX259rYj2HjTVeeJhQQKiiX1KRUpw8KTv4ZNrznpIRZWGl7pJ+qs1WKhrXWFlaR/9QQLWzeqrNOH1paYhuZqDRaZ3rtdw7N6jIWeoxPlvDuG9zmcs846h5NOOolFYUcddRR33n0z41+7MHcNGx3I4+kAQGVGrULy7Fi0t0Bjs5Bx9G3dmCJQ+2xY6DVhc26PQ/PHwvDQa7gBo1nlsdD3Z0JiMa0pFntuewHPPPkqb775Fv3791+o+VvUOubzsnnqmG9Y8E/dtnBj+SQma344Tx1zEdkIuBb70oAbvffnLq7+fR6tN2Lea4vURo8eDQivTnmHDTdeNTgbdWhxIHMONDHJtvZNeisOXEyLgJpcWUwZ5+tIKIJY8p7etJOoD5pk1IkmfillRm8RRXxIsEuwioue6656mAvO/AsffjCL7bffnlNO2oetttqKtdZaC+fcXEaWWf6LvL29nb///e888MADPPnUY1z/u0e5/Kd3EccJTX0aWGnYYNbbcCW+uPVafG2XzRm26nJYQRLjN2vUymgZOrbEQVfdUDpLQ/DJLAq+iPfgfRcuTkiiiFjUac2q7hGi9no8CYmemWNi5cWlh1gUUUkzi7xaQpgpV+jc+rTfNufVHmIRh75av2wcptbQEJyKYnDrTF+9Hi0MZJHbCN1ar0NSh6IY3ltMz6HxUTsehbnRCrIW8Z4TFpb4SHq2unQ+1dHTUvPaL+PgusBtL2FFrnqGhfG7rdT87FhYzoVFsNUR6hkWkDBjVjsXnnE3t/zpP3z80UwGDurPSisNZeONtmTkISP50pe+xOabb87kyZN57rnnuOJXV7DTlhdw179PY+So9eeKhfK1la6UaZHksdB8AodVhnQLgIWum0y1yc2GheJjDrDH1Gzmj4XypTM8zZnOsMjm3M6/YFjYGpzw5FTa2zs5+uij5/Mt03MbMmQIHe12rVfmgEUlRSPDbXYsjMZiWBCuc7uG54yF6WdpMnLPschfw4S5r8VCH3o7Q1+TGiy6OitUKlUmTpzIl770pUU2l0vclr6AOd7759B8tV5bTNbrmPfaIrX29naKxQLPPDGFjTYeDuk2J5DeHvLSV9lmtcvdPmzTGQ9REuMog1RIXNgUljzdIRPwy0dfCe17hDjx/OL8W7nsp3+lra2TsXvtyq8uv5qBAwcu1HgbGxvZbbfd2G233WqOT506lbvuuouHH3mA559/lvvveZZTj7mOKHIMHNSPr4xZn1N/uD8rrzp7hER7Hm6W4vBRgYQ6VG1GII6QJEGcuj9ezA2yLeRs4zeTRbMt6gXFQmqO2xHjemdz7tK/54eFbZXn+2pSaS51Vo0Q43NtuLSd/Ofy9AZ7vfZhguA429Eo/Wx+ToTZ74rZmI3GkI0+643k2sven7W3YFjk+zp3LLI5WhAs7rl9PIftewmNDfUceNA3OPecH871Ghg2bBjrrbce++67L//zP1/gpCOu44Gnzp8nFi4d95yxyCgPC45Ffmxzw4JuPespFtkZatGoXTf2fZNHe/5YGP3FI9Q31AHCHXfcwb77ZnSUhbHll1+ezk7L75gTFjYbMG8ssvEZFnNDwsaWiYR+EiysJft3Tli49FN5LO569AwO2fNyttpqK/oPaGbzzTdjr7H7sc0227DGGmv0KMCy9JmwNMol9trit2Vx9fbaUmqdnZ00NTVRLlfY/YAtiMPWpCURZcl8Wu46CYl0lgqUBHWUNIlJQuQ0mYWLP0KqMyHuICbOvVdTkrK2VNXForGd5TJnn/hH1uhzBD/74c3st//etLa08ufrb1lop3xeNnz4cI4++mj+cuOtvPTiq7S2tFOpVLj//gfYb78DefSByWy25nE8+8wrZNrGWsJdq3pWSXLzpaPsIhFHHBWJnSORJLgocfiphs/qnGfzkoT56JwDFlVMOcISwPJYxLm243Susz7ZOeJA5chjoW14jNZgv2dJg5oQ6tPzVHNtKP1JUzo7cmNI0nkhXTdaxp4wF+TGoPNYTd/pw9xqW7rdbqXG4zRBMj/+rtyY8+POz0819N2nY7CkwjjMeR4LG5sPc07ocYZFkraZX+sx+bm1vtViEef6GtMeXDVt45Rjf8fBe1zEAQfsw4cfzuCySy/v8TWw6+678PrU93Ntd6bzX4uFzWMyGxbad0nHXYtFfn7su6EWC18zJ3HNXNlZCNdJdyys/SSds6xtUryS3HVX7dZ+HP7rnA0LWzd6rD2sqzwWcdreuhusyLeO3p7999+f7bffnmq1Oo9Z75kNHTqUclnnpTsWNud6/VW7Hc+vlU7ibnOl81NJZ6E7FrbGFePO2bCw3+OQGG2Rc5+bu6yv2TWfHY8Dil2zYeFdwrW3HcfTb/6Cg4/8Em++NYVjjj2atddemyiKaGxsYNiwYYwZswN/un7cQs/xYjEl4y/+n15b6qyXY95rPbb5ccyTJGG33Xbh3vvuwzlh170345yfj6X/4EKIjFkVR5fegDVOqtuTIHgfuM4S4X0V8fUUkjIkXcAskqgfsYtw0kytQkfQ006KvPzf6dx/9/M89sgL/PP+FymV6vjusYdx3rk/o1BY+E2iRcVJHDlqBK1tH/Poi+eh0oxartuF7X9TmrCblJavtq10c1RUfzxKJfB0a90HmTibb0sEi4PUoWFh0UejfWRcUOOdq2QdxHS29KWx2R6ATIe6iFKVlOaSx8LGkKlYdKHpjw1pm5lSiIRtd4tpqhOkdCYttOMC3SOmK0TpbN2odnhCJ1nCqvUJElpRWofSY7IourZvFBvTMrd1qVSJBjpaCjQ0m8qMyfLVY8o2Rv0xKUTtl0bxNeGxowYLU0XxQWoOjAJhD1EmvxnjaApYVDHVEUcDktIFKt2wUBqDzrVRRQo88vdJ7DvmEv78l+vYe+yBPVqf+XX+z3/fw1e22om34ytrruGYdoxy41K8fZhzpYZYmXt1nDsD/aOSw8IHTJPQdl26Xm09GW1F21Q5Pn2Y1NyVbJfABUewK8ytq1k3QKBRWPXOJIeF5lZ0tDTR2Gw5C5XQbn3om6mc5LFwYT11kZdzTKtUhvdqjoXmxzxw9wt8Y9dfcO2113LggT3DY2721FNPsfnmmzEt/jla5wBct2vY1G0yLOLQHyB837S3FGhsLnfDwqQmNS8hCTkhKiNpeugmyxgHLDSqrXPbgVZHLeXmPLuG9bumGvqtDwJWxEnbUpWfJOWl+3TdWI6KJaoL9fgEXp/6Po8/Oonnx0/j34+8yIvPv81+++/LuD9eP991/mnbPDnmGxX9U3cMWCz9yJus9v48Oea9tvitl8rSa4vMnHPcccddxEnMhReezy8uuZQRQ05ko5GrcNFVh/CFkWsEJ8w0lWMcfTA5LkcfXNwKvhUv/cB5xEd414/EVVCOYyOtbTO49bp/cf9dz/Lc06/w8UetJHFCknjiRGvE9e3Xl1VXWYUfn/9jTjj++0vl1uYeu+/LxRf/DOOlZgWBSlgClQ9OLrSgTk8R6EK86quLJOHmVQoOeBEr2KT60YJqXSvXWt/TGBy/MiZHaUmCPrxX+aBVqsHB0ZuiFaOZiepsE5zOPuFGWQ5OdKYjro5MEvpl/NeQ0IupmdiGeh2WdAZ6u1cr5hzPYnDBKkQ0YnxZi6a64PioXntzuHl3YnkOEtowST+r3JnNeZL2wadJkgXEbvz4gIXxoo1vbDULGzHJQ5cWFSrUYKEORxdW9dAKthDmP5vHcnpO0wjXee5C0rntnA0LtTg4hlpo6PY/T8B7T1T4ZNfB0CFr4706orYWLOnP0ZQ6oKoFblzxujDHxdCXanhoLIb+KRYJrUQ0BieyA6Ep4NKWPpRZrkFWwCcrmGTOoEloZgWYGnPnL5HX+pf0X8lhYbxwXf8JH6N64ARMmrBkSnUou4Izr+OpLeplD6z6EK25MrYWSoz++ggaGup4//33PxEeeVtllVVIEluHJnVq13A5XMPFGiyY7RpuDM5752xYWD6IrSe9VtTB1wfpQphPh+W8SHrNJmEOSulazGMhQS1L11MV1S5vSu8Jtv4T2jCd+ewaNgnLYpjjErgiq69Rz6prDGLfgwskdHDD1eP5/uG/n6tj3mu9trRZr2Pea4vcIhdx6ilncOopZ/DII49w3PeOZsym53LimXtw0g92J0v4KeFC5NYDzkc4X6LYNYOIWVSiInGxr0ocSoGK7+InZ9zOZT+9i1KxyJprrs2eu++vPMP+/enbty+DBw/ucRLnkrbWto9IkiTcqKw6YzWNmKvjqjd7F+bKHFkXIpbeF4mkmL4/r74RhV0ITe1UZzQJkc1MYs6w6EJSp6eE8UztnBqx1JbMGbEi6VFIrCRE1yAhoo4oJE/qjVlx1qin9kuZt8Xg9Ljwu/UVTDc8CudXJ9Z2C1SOzlGHJaF5SmnUVpmpWskwG4Op/Aimn+9CJN0igDrnikWUftZu/EWsEFUtFlbhUMJ6dmGm5o0FWEEYsAqceSxcGKPOcymN6BoWugrmjIULOwfaTh0XX3U4z45/jbPOPIs9d9t/gddqQ0MD3pOuBUkfTMIDIq4bFoUUR9OCV37w7Fi4sG4sSh6ljrGp3sQpFurIJ93WTQHjeHfHgpp1UwpzZ3NeCqPrjoU61y5Unc1qFtRioRFgiygXw7ophmvYovuSYuEohh9dN62t7ey0004LjEV3q6+vD8OIwGliua0nn37H1mIhwUG2dWPfCXPDwq5fTzEk0eqc2/rPY+HDd4g9tFqkfN5YWDK09TcKxzOn25KBNeHX+PumGR/PEYuIKuP/8zpDlh+80PO8WKyXWtJr9DrmvfYp29Zbb83TE57j0isu5HvHnEJUcHz/jH2AGC1XHziqQV88cRp5jOKZiC/SXkzAlXjkwfEcvt/lzJrZzo/OO5dTTjp9iY5rYa1arXLVr69ht72/iJXNtjQxld1TakimP63Rc3CIJz2m85dpF2f6zp3hpplPB8vkA00nQo+b1rFHNYUTMhnAKPTYYZUVteRIkh43Wkqm36yEGI8Vm9FzKM2gQoGGcA5yfbHPEz4dpcdsVJZkltefty3zVB8eT6bsLVSJyUp5W+EhU4ax96sTIiF63h0LaubPh1HnC/BYf604ko05K1o+byxc2mefOtTqZlvbOs4YS+vTv6sk88VCx9zV6XnztQ/46ugvz2tZztXyFDDDwtIoTXE665fhZrrWVSJKVDBFJVPSUZlFH2bb9NYNC0l/NxTyuug+fd3WgD1M+hBJ13NLrl3jSWdzbussK1KV9TtbN3at6PrNj9GnCkN5LOy4FdPKggT6uTrM/SqVSiysvfjiizgnOBeFUdqYokBZsbG68JBTpEo++TrDghwWeiVbWy79V/G0a9iStbOEXJ9+p0RzxcIKXCUBP+tflkQ692s4CdfwvLCwM340o4PbbniMQw/9zkLP82KxXse81+hN/uy1xWTHHHUSl1x6Pj8562bGP/UCuoVcIgmlmYUCsXSAi4iLQ+kqNNNVWhHv6rjovBvYa7sLGDVqMz788ONl3imfNm0aKw0bSpJUOfOivQDCTaoTF/iTSdAeJvwuQRc5SbmemnAlotGqTK5Pk980cqUJl+ao682qniQkU1o5co1l1qEJfeaqd6Y3SuUDG0WjgyiN3JYDhh2og9aAcrA70yhadtynjqUmJepDQJxK7ZWIaYcQZawGjWpCkphxZ42Lbwl1Lt2Ot21v4x0XiOlERTcb8bkiJXrcHASV/AMt+z1nLIzTnGlzx6Hypzoomuegx9uC41egSltorW6eWBg/WudcnRx1fuqDy2KyhHHAohQ4ulCkaZ5YeGIevOc5Nhh6BHV1DVz/x1s/0Zp94aXniSJXg4VRFuLA7TeuvUZeGwMW2XoyLRCNcjak689kHGfHooAlFup5Ml53lizo0ORgwVMkCetJJfZ0/j3ksKhHaTHGC+8kK4oUk3GwlaailW+rYc47wx5QE5Y8rDUpO2uwsIeuJOjO2+/GnU+CdGyf5gau+PVPPxEeedtwww1xzrHVumdz203/AuxRuCt1nNUBtmu4M1zD1W5YlLthUQp9BaPl2INQteYa1hwOxUhx0/yK2bF4+qlXOefU33Po2F+x3ahz+cKw41ij75GsNfA7bLjSUey61UWcdeJ1vPfex+mcu7CerUAVYc7nhYUj4k/XPMTGQ09m4MABnH/++Qs9z4vFZAn89NpSZ72Oea8tNjvmqJMZssIgbh33WKamRkY8cB6gSKU0gM76YZRLK3DSMddywZk3c9mvfs49d/+dPn36zK35ZcIeeOAB1lhjOAMH1/HctMvo17cJSzrMJiWrwGjUkBq5PHEgEV5MX1ujY1YpT6NVdtxhUVxJL3d1StWByqpOKhXA5MkUFzCRs0zM0KgDGaXBvuEtuqsOqEWBs6icx2gcklIEqtjdQekDLrxWzbWRrzJoesg+UGVsXFmlRQltCBl5JJNoNMXpKP2cjdFGOmcsLIJqSXHKG7b+aIQvw8J2ILI7X8+wyKolZoKJs2NhdT6z/nfHYvrbH3DSkX9gxJATOWCnS9hiy8158423MtrDAtr4CRNobDKq0pyxyAT3bJejFguXRsFtTqTHWKiDZxFuWxO1WCjOFj21XZo8Fjbn3bHQHac8Nt2xcES5vubF/+aPRT5iLeE6AcfOe27Gtdf8+RPhkbfGxkYmTZrM8kOGccR+VzO8zxFcfN5tYfZMjnL2a3h+WGR1AlzNv3ksLMJO2srsWLzx+gccc8jVrDXgcHbY7HRu+N1/eG1yCysMWYWxY3fnvPPO59RTzmDvffakrjCAv1z7FBuu8D122focXp44LXet9ByLXbc+nxMOu5aDDz6E116bRmNj40LP86duS8Ip73XMl0rrpchlmz8AACAASURBVLL02mKzF16YyPvvfsgmX1wlRNs8MVo5UL9SVTouwZNEEYeNvZS/3f40N978B/ba46Al2/lFYEmSsOuuu7Ltjl/gmtu+jZaeVj6sKkPYT4JtgVuU1Hi8lmCms1TBh61dCTQKU2xJQmKUo4LPza0PUTJJ5QUr1ruARSW4MeVwvBo2qE0OsIyk7VjfrK8+HUd2vBBar4RoryYAar+S8F67kVeQEBUzaoD2u4IVCPeh7H0c2tcbtAv9LYYoahWrDpkptFfTSDYhep6kYyiTp7F0x8JjVSszLDTBrpy27sM812JRwZJfFwQLH+Y84/rOjoUm8hlVphaL048bx28uvZfllhvE2L324JyzLmSFFVb4pMsWgOeeeY4Bg5pI5oOF7UyYRGN3LGxdJintZ0GwqBAFSc+5Y1FJe9dzLFQnxIW+6nlnx4KwNmUBsDDahs5FueYaPv3He3HDtQ8zceJERowYsVD4DB8+nEcfeYJyucwZZ57K+WdezEqrNrP3Qdtg0qQSeORzw6K7JGFWtdl2LjIsLjrnVu646RlWXnUwZ/x0J9ZZb7XQE8Xi4xltXHzeTdwy7knenT6DFYcuz7e//U1OP+3cHlXqvOfeOznumGPZftTZvNb2G8T1HIuzTryB8f+Zwn9feI711tlgoeZ18Vuvp9xrvY55ry1G+9rXt2ejkauy294b6Q3cJ0AXSAnvzbkRYl9hr21/yZP/msKDD93H1luNXtJdXyT2wgsv0N7ezvfOGI3STzS6rTEsu3krbUKVHUyyLSarLpiE4yY/pzejTJ2gGhwS8F714L1EOWfQ5A6tRHk1deatVLY5xuow2cNSMTwwmIZxJbxm0UZz8O14JR1DkrZvMmnmuJhmsfWhitFfMu5wHM6V5P4u5/pr0dvMYTOnjhCNN9qFnk/nyBykJCjF6Oe6Y1HGKjfm5y4JzrRPH0iqgSpgWCg3X183HrqN2eX6bfKItVio80vuWHcsouCEWHmXDIvD97mKO2+ewI033sDeey2aAjYA99//IFvvsFbA1/jcs2OhY2YeWJgjaJUqa7HQ5FCjldRikb3H5rA7Fj73r8yGheUvzI6FYaDVVTMHO8PCpw8ZlhXTHYvMMbfcDL0uqmS6/cY31weGIUObWHm1gfzwvLO54U83LRKcSqUSF/7kZ7w17W1OO+Z69jhgM3B6TSXhobsWC51by5kgXIdZMCAODz1RisVxh/yGm//4ODvt8nUm/vcFtln/R6wyfDCjtliT1lntPDfhTd6d/jF9+zWz62678MNzfsyqq666QOPYcczOjHnp69TX13Hdb+7noMO3nisWcXhANCyu+81DnHTyScumU+56HfNe66Wy9NpisjPPOo3pb73H9XediGM5hGYgpuD7IEkRSRIi+iEU2HGzC5nwn9eYMOHpz4xTDrDBBhuw7eht2fMrv2TWRyqpFjEAkzosMDBs0woFBuCDtFmB/ggJjj4UGIje9IsUGYTO4QCcV8dZKFBgABBTZBAS2o4YhGpix0QMwPSJIwakW8/6flXacPTHyl9H1KPb70UcGu0S6ijQJxAVBqDSdKrMUqAfjiQ3tghHIwWacUCBwZjetp5TiSYRg7Hy9Ho8JqIvEU0QZqXAIMAT0QdVY4gQGnAMABIK9EGCuotjAD5wwx2NmGqDjkHVJgoMRMLo81hE9EXdrj5E9EPl/0oBC0/EIExNSChSYABCQiHMuRZgH4SjGX2sGZjDQs/p0nGqwolhEVGP8rh9ioWSEOoDFjbnfVIsXNLIHtv8jHtue4YH//HgInXKP/zoPd5+622O+b89wxgihEYiBob11DfFQudWH3QKqRRqEceA8CBaoEh/lNJh71eGdoG+ODwRzQGLCKGUw2IQRq9QLPqiBKPB4XhEkeWI6JNioeupmK4bR5ESy0FQKtE2XehrKTxMFHD0RyCscdMG74fQlMNC1Uls3Wj7TRRowIXr0Id1XqA/RmfJX8NrrjOMKZMnLzKszH7722voaC/z83PvwVFHgebgxhoWdg03oaSeJhx954DFwHRsikUfHrj7v/zfSSdx+613MGXyK7w86WU2HbkNzz/5IW+/nrDH7vvx+BNP8PHHM/nD78ctsFNu5pxjrXWG88jfp+Sw0O8HRz98UOgp0C/FomVGkdaWdk47ddnOQ+q1z7f1OubLiInI8iJysYhMFpFOEXlPRB4TkWNEZKkmXr8xbQrn//gnnHnB/gwc0h/vjCtdBNdERIRLKpAIN417kv8+8zovvPACG2ywrEU85m9/v+/vLDd4CNuMOJf33tYktEzL15iwjajzVUqdNpdqZhvXuASJ4JIS3ldwPkISh/MlvA8JelJCpC6cwzjgWoTGBTUMbaueTNFDUKk3Sd8j4W+TOdR4ZF3qAIMxVAUrpONTeTT9DJhmhnLqzUk250uow+XODxHON4JPEC+IVzlFSyzUBwWTPjQzHfe69Jwm/ehSyb663PktGVETMfNY2Dxl6jeZTKRhoW3bOWKsCI1Ljyv/Vs9d1M97VdVx3vTJzUG1/lg/6sKI6tJ3ad/r0pk0LCrliK9udA7PPvka4yc8xTZbb7OIVqvaxZdcRN9+jay93kq5NWG9COPKYSHpWIq5sWTryiL9hoW9R9dTRKbwAlaoSv/1YW4NvwQJRbfsnBm3vD511mvXjSJCwFNRasCneOr7LcPA1pPiGdVgYevGp+tGX9GrVHGMQtI2QSZR0uJa+plpr3/ACkOXX6R4gUoonnzyKfzy/Dv56KNWjOueXRuE8ebHmr3HsLD36auKgU+EulJdeq6111qbm266iUmTJvH8c89zxeVXsOmoTWuuzE88jlIz1YqthSKaBaNzatSc/DUcFYqICA899NBCn3uJWC/HvNfodcyXCROR1YAJwNeAM4GRwLbARcBoYNcl1bee2I5jdma1NYbw3eO/jiQx+Ny3gvfgVa/Ci+cPV93PiA3XYvjw4Uu625+KOed45pln6dt3ICNXO4abr38EIHdzNPk9E9qzo7WXqs5erD9JgiTKzzYxO7DaeN3NbpcmlSY15yY9r8+9l5r3WS8zR0yJFllf85/Ln8NjxBJJ/873tfYMJDGSVMArzQQfWvMe8QniTWrRHI3sTpOJ6mUjk/RYfl59zRjyn82wqJ31bPy1s5Gf05pxoBvteKUC5duyc2TSj/nP5bHIW4bse+/MZPM1TmD6WzN4edJLbLjBF1jUduMNt7DVV9cPfyVIt3nK8GQOWNTOzpyx8DWfrsUie38mqWhHXDckZsfC+po/s9T0J3u1Oxa1a3l2LLJHjNoVkz20zH5dZGvE45OEVye/w3e+/W0+DfvBD37A0JWWZ4s1zuCtNz5i9nWbR6SnWHiKpYh33333U+lzd1t55ZWZMulNeopFc596dttrK8aO3ZNp06Ytlj4uUhNZ/D+9ttRZr2O+bNiv0G/HUd77G7z3L3jv/+u9v8V7vztwPYCI9BORq0I0vUVEHhaRtNSuiBwiIq0iMlpE/isibSLyDxGp8YJFZBcRGR8i81NF5DwRKQGceuqpbLLJJrN1cMstt+S4444D4Mknn2SHHXZg8ODBNDU18cILL3PGj/ZEuYwe55NwS62A78JLjC804FzE7vtsxosTp9DZ2fkpTeWSt/79+zPp5Sl8+/CDOfLAy/jmXj9VJzR16kxmzo4p9ztTS1ANa5HAO3YlErHjMYhVzVOOd/bV69K2LBlO2+/q5hgbF7ULS2zU91qyZdanLIpvUdQylgCnY9ExqDaEScWR8eBz3PbUafDl4Iy3hpbNOa7g4ioSf0QUl5G4DfF6u9axG1e4imluGPfdko0teZUc/1v7YwmWZUxgz6hBhorP8flNH9yOWyVVZf6Xc3Me4X0X4jNeLAiJmDQiaX/yWCSBaw8VCrnkWE+FttZO/n7nBMZudy5fGHoC9fV9mDr1VVYetlpPl2CPrVwuM2XKq3z7+G1yuJpbrOvJkggzNRXF0qdrz9ZNmcw9z7DI1k2MYmK3JcG45Zm2fpzDwqQsk4CBzWeGBeH8ACZBao+5tjaSICvow7rRXAM1zQUpYw8BeSz0sybhV6l5CMgnwarzXknXj/Xh+O9cSbFUZOevj/2E6MzbnHO89NJkVlllZUaudjy7fvl8nnlqUjo2S87NPzLNGYs4PX7A1y/jw/dncfjhh38qfe5uRx55JK9MmkaSqCSoJUmHq4jsQSfD4tc3HM6a667I8OHDufrqqxdLPxeJCZoPtJh/em3pM/F+9phary09JiIDgQ+A07z3F8zjfQL8E5gJnAN8BBwMHAes472fLiKHAL8BHgZOAzqBa4H3vPdjQjtjgL+Ezz0CrAJcCdwBnGgKAi+++CIrrbQSzc3NTJ06ldVXX50nnniCTTfdlAcffJC33nqLUaNGceyxx/LEk/9CBP798o9YbnA/8J14rwmJXsqI9EWclqWPE8e6g49lxx3HcP24mxf9hC4Ca2lpobm5eZG0df+Dd7DbLvuy2hpDuP+5E5F0mzZBqEcVHVqQoKlN0FpWvfJZWDl655sRinipkNCKqY84moOj0oHSBGI8XYGHGwGdxCEJ1dOFowGrnqiFStSRdjTS0RLR2KwazDFdJJSJaEJLoJeCw9IVtIcbgCRs6VtSXCvKRa/iaA7H2tBtfi2pHnnlZPukJTwstCP0x0tJHcH4I8THQBu4gXjXjHfaT+2v6kUrF1sreKq+cQvKB67HCsokdAWnrB4X5Pcy7eo2oB4hoqNFaGou1mLhuyj4RiAi8VUSPkakgUQSnXOJQhtRmuTspDk4+h0k6Zx3EgWMDAsftNIjmqhWy/z52n9y/TWPMXXKO8z4qJ1KJaZYLLDKasO4+JIL2eXrey+StdjdWlpaePrpp/nqtl/lreqVoa9aol0dpA58GI9y+IthziMSCHjXYhHTSUKFiEZMbjKPhWlqW7XHWiwSNE9CwnHFAiqonrXgg1426MOYrn9HQhtZIa7a66J23TTS3gKNze3dsLB1o9Vfs+uiHqsKazUEktAffTDWUvNxWPsuPDw/8eib7Lb1edxw4zj22WvBK7EuqN3/wL0cffR3mfTyqxSKEcNWHUR9fQFxEEUFnDiGLDeEDz/+AOdAnNeCRU6IXIEZH7Xx8ovTEHE8+uijbDpqs0+9z2ZNTY1sNHJVbnr4SCJXqrmGs4TyWiwSKpx70o1ccdH9bL3Nl/nbPffOVSp0UX6fz89EBO/9HMPUozau80/et3DqSZ/E3PJvjPfej5rb6yKyMvAHYAU0QHiV9/4Xi6t/n0frjZgv/bYWGsx4OX9QRKaF6HeriFwJfBXYGNjLe/+E936K9/5M4FXgG7mPFoDvhvc8h9JhvioithZOB37qvb/Ge/+K9/4fwMnAEQDrr78+G2+8MePGjUsbHDduHGuvvTabbropANtuuy3f+MY3WG+99Zg48Xn23P+L1NUX+ce9L6GOSkyUVCjFrViVQruZRy7i/87elZtvuoM4ri7KeVwqbbttd+HFF19iyqTpHLHPH8g4kxbFctjmeLbp7JQO5D34KLAnBCRQgtLPQa2mtKQtWXxM09EiMt3lDAuXflbSf43/K+mPcc6NI+/StvPRdI/M1k7Gce++qW4KEQ6ruOi8R3yM+EyBwQcOsY0vU/62SpnWV/tXyHSXJZwHMj1mH/qWzV2qHd8NC5WpLGmMVGyOXJhR24sIOt7i8GL9yvpaS/fIsNAxOM477S+sXP8dTj7qT7hkIAcffBg33nQ9M2fOpFyuMGXS1E/NKTd7/PHH6dOnnsyTsHUSdZtzHX+SHjWqU3csonTtzAkL0nU0OxamwANW9TN/XUS590Rkt7YMC5ees/a6qFWM11e7Y0HadvfrwtaNC32w8dk1nF0TtpKq1QoH7XwxY8bssFiccoDtRo/hpRenUC6Xueb3V/PFTb/CumttwprD/4dVh41gpRXWYdCAVRncfzj9+6xKc/0qNBRWpMhyUO3PsKHr8Jvf/prW1tbF6pQDPPHEkzw7/jW+vO6Pmfb6x2RYCKaR3x0Lj+P0C3fmvqfO4LnnJrDccoN56JG/L9Z+fxKzvi/Onx5YFTjRe78e8EXguyKy/nw+02sLYb1yicuufRm9A10F1AObAI3A+1LLG6sH1sj93eW9zzv5b6MSFf3RKPsmwGYicnLuPQ5CiUXgoIMO4oorruCkk04C1DE/6KBMZ/y9997jzDPP5B//+AfTp7/LDdd+RLmryltvzECkDpFGEBUjc2LJf8VwOyzyrSPHcN6pN3PssUdw+eXL0FbkJ7RVVlmFe/72V7YfvSOXnn8v3zt1d1TNoYSqXmiCnepBW6JgjKcUInUxzhcR0YigJSjafFoEEopoFC9J29NbmrYbUQ2fyz5r8ncRJaIQcXRB5k4VQ0yNwyoDatXNiDp82lcjg5TQapcVIurQ6o32HnO3wu+uAfERjkTH5h14T+ya8RQRKYA0Is7Km9u4K7igJqOuvRY0ciH5TscnYWw+jKsudfb1/A6ow5IT9ZGiWIOFF4eTUE7dxyRSRaQeVfuoC05iHaTFWHqOxYwZCTt98Rxee+VdLrnkFxx99NGf4uqbt7344osMGNgc+hiH+TNnuw5Vk6mG14vBBS+EdTAnLGzdWEJlz7FIcGG9KVc/xQKXrRvqkHBbUze+1CMsIrSiqqMUHht058qusSyh16reZtdFkp7fM+froorirbs+B4+9Au/h9tv/unhAzFmhUODA/Q/mwP0Pnu21xRk5XhAbMWIEkyZNZszXtmPz1U/nkMPHcP5l++FcHXPHAqDEF0auxQvvXsYBO/+MMTvsxFvT3mbw4MFLbCzzNoGlkFrivZ8OTA+/t4jIi8BKwAtLtGOfYeuNmC/9NgX9xl83f9B7P9V7PwVoD4cc8C4aNc//rIsmjJp1D0Mbl8nl/j2nWxsboZF7AA444ABee+01Hn/8cSZMmMBLL73EgQcemDZ48MEH8+STT3L66SpZ9c/xJzF0WD8qXZ2QVDXSK+BdvUYeRZWBfQIkVQqRcO5P9+LKK3/HEUccwdi9d2bFoUP41qH5wP9ny7b9yhg2+sIG/O7yB9JooUJj1TNJI4bKY07AOyTpDLzrLk2O9FlVRCtQlEWfsyQuK5xj0USLqWsBloQkjT758F6XvscU1ElbkfQckNcbj7qd24Gv4hIgKYdkSFM+8Vl/kwqShDakRCIO74rEUYkkaiIpFIijBhLnaqKkxjvO+i1pnwm99phac5bUBvlkUZ+2Q7d2qBlLNuZEknBDjamd86wyYU+xaGntYIs1z6BtVsLUqa8tUaccYLXVVmPmzLZ0DfjcutJ1ZoWAwjVMtv/RHYv8usm4/T3FwqrbWjXP2bFI0j7a3ktPsaiGFZjk1pOE3tr6T4JLb7tSPl1R+Qj/nK+LrALu00+9yn13PM1fb7+TUskcyF6bnw0bNoyJ/32Jq676DX/6/UOsPfi7PHDvM/PAwnZiICoU+dPdJ7L8CgMYvd1Xl+g45me2s7g4f4DBIvJU7uc7c+tfEKL4H+DxxTMjn0/rdcyXcvPefwjcBxw9H1nECcDyQBJoLPmf9xbglBOAdefQxhR7w4orrsi2227LjTfeyLhx49hyyy1ZffXV0wYeffRRjjnmGMaMGQNAc10L705vwZGA7yQKEd+qxCF6rtUrIyIk7sT5jznkyK9w8tl7cuttNzJhwni23m4dfn/NH6lWP5v0lit//Suefea//PbmIwFPAeVD6sZsE5bMFtGAJn4Kjj74pJPIO5yvQDwL8YRodAUXpAk1Ma4h3LKUx6s3sCqCyfZ1YdJ86iLXpTc65fq2h77UEwe+sEqvdYXouEcTOwuhzUrA2Y47Mu6w6aLHFJIGJG7H+zKORry3ZNHG4KAV8a5A7BJwDicqeadRUUdMZ+hxEeUOa6Qzphyi856Ydkw2MQljyCg/DcS0hzE3kD2i1JOE5NdC4PGrlF4Tyl2uC48fHZh8n+qlZ3Nuso7KnZ47FuakC/WcevQf6Ogo8+qrUxk2bNjiWHrztNGjRzNrRhuaEKxa9TovGj3WuagPx5VTrU5pe7qLYnNupZaUd92Rw0KrS3bHIitgVY8mM6tEn855FKLSNucarY6CVr+tf3Pzu2Nhbr9y1HU9SVhPanV4ujAJRW2vhE8xt0q8NgbtF2Fdqo56A/ZYoucvc/aJN7D+Bmvzla985dMH7zNohx56KB9/9DFbfXlL9t/pQqa/M32OWNRewwkl18SAQc20trYs4RHMx8Qt/h/4wHs/Kvdz1Ry7pv7HzcD3vPezFue0fN6s1zFfNuwoFKvxIrK/iKwvImuLyP7AF9BQ3f3Av4DbRWRHERkuIluIyDki8uUFONe5wAEicq6IbCAi64rIXiJyYf5NBx10ELfccgs33HAD+++/P1dccQVjxozhmGOOobm5me9///usu+5a1NcXOOyQWymVIuKuDm4b9zA//dEt3HT9eDq7YpAIh3KIXWzKBrodfvwZY3jhnSsZ/8ovufwPRxNFEX+9a9FUyFua7JVXXuHo7x7N907fjU02X5U8PzyLPvr05qOM2AIiDtNWdkSIKP9VnVvjtUZkjO+Mn+swjWKfi0AaVSUKcUU9rlv4SXCGNLrpyPOvtZxO1keNnFskW/A475C4jIs9zpuTmyC+gvgEZ+oqziGuHu8iREoghLZJ+yVBR9zG4HKMvIz7nilKE/qunynmxma8e+Mse6Kg1Vx73JjKGaPZorAO07dO0vPqnNu7M32YuWEhhh+eDTZelY6OTnb8+teYMWPGolheC2Wbb745URTxw5P/irKtbc51/oymZP0PMcrc+k2IKOBy6yxbxwWyrINMW8ewcBjmNu9xWDf2zjj3eja3mdY/aV+7Y6F/2fkLkIvEW4XdrK9ReN3WWpI7pvMQ5T6b0cB8OIfORlt7F48/+hLn/fAnixSjz5vV19dz5+33sfLKK3Ho2CuZGxaWRB9XPd8/6jf895mp/O2epZdnbo+tSyBiPl8TkSLqlI/z3t/yac5Dr/U65suEee9fRbeP/gb8EHgajWyfAFyBPsF64OvAg6jyysvAjcA6KI+8p+e6F9gJTSZ9IvycAryRf98ee+xBS0sL06dP59hjj+WEE77Hux+8xM23XEdb28d0drbQ2trO4MGNHHzQGgxZroErL3+EG657lHJHO3/+42NstuYZjH9yEt7HeN8JvkLiY6riSMSTiJaGTkj42Y9uIY4TZnzUtlBzubRZkiR8aavNWf8LK3PKD3fDyoWbNF1WYtzKt8ckVqZdYuJIiF2RqnMkIiSi5cy9t1Lu1Zr2krSUuUrcKQGgknstSd8bh/LpCQlxKDuv2/vV8PmYhC51Un1M4iuBShOTJBV8UlHKStyJq7QSVT/GJTOQuBWJ2yDuQHxZqSoppaBKIhW8JHipQpgDVbawPtjcmNRijJVnz14vp5vb6XzVvF9lFWvbqaZzYceS3JwnxHPAIs69Pz/HJiPoc/Ofx6KS+2y2zr/9ve2481/f56WXn2O5IYO5/4El60gUCgUuufSnXHHR3Vx92b25dWNjr6ZzUYuFra1sbDVrN/f+JJVX1HL2+TnJvzcJazNJz5mkc5nNdy0W9n7DL3vNzjUnLIzyFPD0ldy1Yf3N90vbhyR33nLNuSDhgtPvoLm5D7vtttsSxfSzYqecchoTn30daq7XDIvJL7/Jt/a6kpUbvsmfr/0nl15xEWuttdb8ml2CJkulXGJQfPst8KL3/uef+jT0Wm/y59JoIhIBTwFvee93DhfGMcCOqBDu/3nvf9ntMxujeud90STOE733fw6vjRCRfwOTwuuIyO+B7YHVvfciIoNF5DXv/Wre+/tQ+kz3fl16651/5Pwf/pwJE55j5ZVXYsWVGzjyhNF8becRJL6NYlymVGkhSmYglEhI6Gx7n7PO6uK6y0ayyxeWx/sSraduza0PvcEhu/2Cx1/5EX0K6vYkzuGdR5UcY2bM+pB9Rl/C80+/zkU/v5BvffPQT2HGl5yN3Wt3Wma18ujk09ObOXSmzoEEB0K1e8tYJE+pJTGxVEEKeF8FqaJx4orSTXxb4D47PF0QnCloDdGkAp624KTGEOgyns4QSVGd44R21BHpCg4MQFtwyFXqTqO+MYmfgUej4s5/rOdJWpG4iqcdLzFCFyIlxEV4ccTOovf5aHQSKCgFPJ1IcMRMpk9Zx6249HUfYqgtWFVAlcgDCU66zlsHmSJHBUskVI1rU/aoAF0keCIqAQnTMDeahDn+eeeuK4wju9np8TISpBOV8tEe5jhBaT5KazEd9pFbrMIzb/2Yb+55Jbvusgtvv/0O/fv3/1TWX0/syMOPY8qUKZzxvV/xiwvuZOwBW/Dto3dgxVX6Bue7BU2sLIR59ECZjG+tmu1KdamGsVZTLBS3VpTmY/Ovn41pQ4gDFrb+OtOHAtOutl0Lc9ZNL1+lErN1oytMtdGzHALDoiM4eCoXKgixb9F9EF+Hly5M3SWmNbSv9BVdfXp9+rCeVEZUtejHPzmZ3156P6efmc+p77WFsUGDBlGpVHn6qZepqxec1HHPrRP52+3jeWnim3R2VBi28lB+cdlFHPHtY3FuWYhDLpV9/BKq7Pa8iDwTjp3mvb97CfbpM229OuZLoYnICcAooG9wzL+JRrAP8d4nIjKkO29cRNYGvPd+sogMBcYD63nvZ4jIb9Go937AZO/934Jjvi1wvvf+VyIyGHjKe7/aPPrlxQkjN1udw4/fjtFjNqVvvz4kPiZmBhH1kLRTTErUd75NofIBUddbXH/re1z3p5e4++yv4meVoHMmfq0GZozcjn12+iX7Hbg5++z3RaqSEEkdscS89sabnHLUXfzjvqcZsvwg/vGPh1l3naVDoWlRqRdMnDiRDTfcgFvuP5Mtt12bhJk46sk4tQ2Y/rcL2r26Md+ARrFnUqCRmDYc/YIT4kn8LKLgMEcyABEhCVxs02529EGCI6UPUF3hLuJMpgAAIABJREFUeD9URaMTR5EY3aFwNNDeElHfXCGiSEI7CVUKvglPB5JEOCkp59t3UPB1JJRxvhGXVPD+I7wrAH10bNFAYhESWpS6AnjKFOgHQCVotBOKuyh32IXj9XjaiGjEeM7GAU5oQ6jDuPASKBY6RwUcjcSUg4JDlYRZoZ06YipEgZea0I5psbe3OJqa62qwSOgioi+k7uCsgEUHUcCiShu6xV5ENcD7qrMX5lwfwMoU6I867HpcHziK+KTIyFVOYODA5Xj+ucUvgNB9nX/wwQd85/Bv88jD/+TDDz+kb79Gtt9pFCf+YFvWXGt4WEed4WEq0XWRw8KFPICEFhyq9JJh0RnmtCk4xzIbFqrm04csQt+WYmHrpopyiCNKNVhUaMH0+T3V9P2GhacV8fUIRdpbIhqaOxBf0ONSQGjSnRwcEVF6XUQ0hXVTFxzymag6UCOeMtOntXPBGTdx43UPs/MuX+f22+5crBguiC2tqixzs4kTJ7Lxxl/Q4kPBjenbt5n/GTmSfffdm//9xiE0NjbOt52lRcd8k40b/X8eXHOx9CNvpUHPz1PHvNcWv/VGzJcyE5FhKJXkPJSqAnAkcIBXngBzSub03k/K/f62iLwHLAfMgJQQmqWqq10CHC8iv+lp/17++BL69x0AONpblMuszFqV2fOuhHfNxMWBRHGFuNTFK69OZZO1++LLRZAiRHVIsYn6t99j5Dr9mDZlGoUkJopbeGbCm3zv+Ht4esKrrLraqlx//Q3ss88+CzCDy45969CDWXfEqmy17YboRojKCSpcRRxRAMwFbqsmuyk3Nw6OhkMTEYuYejK+gPOCSITzEUiEUE0dJouWW2S5NpFO0vNJiIIqI7qEqjQrr9cH3jASIb5OpQNF0yuRGO8bgSJIE4lPSKSRmHYcfUCqwek12cAimRaGna8Qfq+EhwjlBkdpISMbg0NSJU+rQFoIHOgoOIMeH9oTosAjtzksIdQjYVSkcx2l/xrvPo+F7hAUw3l1HPrZYviMXRmWABvl+lRFedgNGA++Fgud6cjVcfdj5zJqjWM4/sSjufhnl32Kq3H+NnjwYG65+VZAnfSf/exnjBv3R7Zc+xHWWGsotz54BisO64tV6PSzYRGFR8sGTIoyw6KIC2vUimZ1x0I53ip/meBIcliYRKKtZVJ8FIsoYG9a68Ydz7BwaX8c4LzgvNGX6hBnPHnFPMupKIT9kYgIByE5uKO9zB5f/TETnpzCcoMH8utfX8Vhhx22mJD6fNiIESOoVD5bYgA91BXvtc+49TrmS59dApwE5B/h1wD2FZE9gPeBY733k+fWgIhsBpSAV8KhXwB3AZPRKp5mbwCPottUd/Skc0Vppr1FXY6ONksL9OCteqMWre6o9iNKGpC4nqFDX+eGR96hZWxfiIIz81Y9THmNZx6dyr4HjeTeWybws1/+m2lvz2Ldddfk4Yd/z8YbbwxoRGNpsra2hee5v/HGG0x/+z2uuO5wOlpMNq6AlcPJCtn49Lgl67jgXhv1gtQpybAQb8mOgneZPJ1SVLLzJOmNwIXj+kqW8mmJlEJHm2qqaJFuc2xccJKj8LkIHxxMjzo4QkQiHp9W+NReJ+kDXVYk3JJdE6Jcn3R0BHJA9mBgSYAm+JjNibWfzVsBS7HMhB1dcNjVBcwLPuax6GzLiycaFlGur3PGIk57ou1Fub7OGwt1ZCOEgQMGc9k1x3LeaTex1167sdEGX+z5IltIm9c6r6ur47TTTuO0007jnXfe4dBDv8kuW13A8Wfuxh77bFUzJ3ks4jQJ14X11XMstI1McHHOWOi6MT116CkWes1ECB0tCRJXEQ+JCN45xFlfBUt/zkpKZQQEuy7OPv4WWmcKj/3rMTbYYANg6fse626L4nttWbSlZtwiPeJ899pn33od86XIRGRn4D3v/XgR+UrupTqg03s/SkT2BH6HFhiaUxsrAtcBB+ci7E8Dm8/ltD8G/oo67vO1hqYq4sxpi2hsrugNzicIbboF7cs4r5GtxlkfcuAOEWed/zEPv/Qsu44cjo868dVW/jphGi9Mm8HdD03l9jv/xvbbfpGHH76T4cOH96QrS9QWduvzqKO/Q6k+ZvNtVsMREwcOs6SOhXG8Y2KSENkjOH+mway8WHU34+C2aGIcvhrc1gqglSfJJahJeq4kbUuPl4PzYTzhMgAuyCo2NoNxqqGK0BXa0WhnHPi7erwQ+lEgFnt/B+qMV8n0hstkChpVTMrQB76yC1KFPn2tM8yVRjiT4K4nuXOb6fgl8L9NlQOUu98FgWKRqcTPjgU4GpszLCTI5TlioIAmA9ZiAaZ3rYmNpBiaEsLcsIjTz2g0P2HsQZtw+glXc9c9f+VLW2y/UOtuQa0n67y5uZlHHnmU/zv5GE74zmU8cPd4rr75KLpjoTkMmuuQFQTqCRbl1NEWKojXwlexBCy8I/Jd4H1YA2WttCoCMn8stE8VxHsiHyFxF01NmuMSR5BIGaQAon3V9WTXhd1ClR8fU6Fc7mTc7+/md7+7hi222GIhEVi8tixRWRalLT3j7plKSq99tq3XMV+67EvAriLydbRiZ18R+SMwDZUqArgVuGZOHxaRvqiDfYb3/j89OaH3fkpI6OgRX2SLdc7i70+fRFOfPkATSXDMlKPbFbatKyS+HeehSon6Yge3Xbo5ux/7BL9a/RVGrrMc4yd9wLOTZ1BqaORv973Kgw8++LnS9n38309yweX/q9FkElQzuUhMC45GJHDKk6ClnNCKVkBsRJMdI5Ta0oKnHkLyoVVlTKSLiGa8j1Ens46EjsC7bUIdySoS9JqVO90UHCTd9o/pwlMh8nXE8jEJzUBEzCyMDhPTSoH+oa/tWLQ3po2I/iCWHGgFi5IQ8VbnXsfWEmKojen5CbxsILTditJCCsGR0vhylRYyfesWIpRTmtBORB9UWaYlcID14cBoO3r+AlVmEtGMJSt3xwIaAnfapf11oSpqErDQB4kKWmFSHXXFpx1PWbEID02uGxaqra0UJs0FqOIoUGVGyq3v01zH9Lc/+NTX5cLYT39yKXvufgBbb/1lDt2rzG9vOhJNfNWqq3FYoxH1xMxEaMQ08m13JI9FTAd4EO+IpYXI90Mok3hdC0U/k2L5fUT6ErtGqoV6XCJ40QCB9/1BWhFfQqRIIu14USwUN9W8T3wnngoF70iS9yEpgU+oSiuJDAYpkEg7BZrRvIQ2jGbl02soocpMhIhv7fkbmpoa+d///d8ljEivLWvWS2XpNVhKU4A/r+a9P9V7PywkYO4HPOi9Pwi4DU3UBNgGVVepMREpoU77H7z3f1nAU58HfL8nb3xvegvHHXIdkovuCQmIOiOZTF0XknRQretL+wrrstEO6zLpP7tw0H4rU79CI1vusD6tnZ44qWfqa69/rpzypyY8RrlcYa9vbEGm5KBOYybJp6oRhOitHjfnr5J+JpOM88FJ8JiEYYLKDiZSJlO6MNWKJI0U6lGTGzPpuhDF9kFWzldCHL0CAXNTc8kkHe1vWxt5yccktE1ubNpWJj9YTaPPetwHp9zaVqlGkyCM07ZtHXoyKT9zmnyIzptsnaaCWn8zJQ8/DyxiqOlXfg4tWl5O+2tSe5KO3yQpTcWlFossklsJO1GVmuOeMn371/Peux8twlX46dgWW2zBP/7xEPfc9jRHHXR1wCXuhkUlzKmQ7RAYDhkWikc2p/guSLpwvhXn26HaStU10FUcQKXQT2VWoxJViUjwGi33naiaUQdQwftMzhJivK/gPHjfReK7wLcDMbFExIVGpWBJvs+6Bu3B1h7IkqTKby99kBFDjufBvz3P3Xf/bQkh0GvLtIks/p9eW+qsN2K+bNgFwDgROR5oBQ4DEJFRwBHe+8PQiPfWwCAROSR87hDv/TNzaK/GvPcTRWQCMHJ+7+3o6GDH3TeBlFdcxPiklmil0c4GvIvAQ1zshy82Iyuswi5HbMyfxr3CMYdfy1Zbj+L++/5FofD5Woa/vvJqlh/an1KpgEqzafKgTxPU9EdpHho9Nqk9CYmhGlkRjNdsxTWUb6uVVVVK0IfPF7By5pYo5ykBRZIQOdYqh5aEqYooXiLEa2KnT78uimjiXRScE+NXF1GaSiXtq09510UsEdOK1Fi/JNAaJO2vsnd1fIXQTjG0o4xeF9pL0vFZndJCoPAU0jnzIbnQGMs6t3FoL8r1NZoLFjYGK04j5LEgJCwmQQXGkgJ9mtDpw9iTeWAh4VrqrMEC4/JLgVkzl41ie1tttRX33nsvY8bsQKkUccnvvp2j6hgWMdncZuu5FosqXiyBVufW+SoSlyEqUY2aSVwJcc0gShDylMA3Ir6ClxIeAV/EYlBOBOeL6ToTHLGv6jeXqyehQBz1IY4SEpmFk2JAPMMiW7dVqtUqF519F1f98m+Uuyrst/9+XHbp5fTt23fxTnqvLfOmtKpejnmv9TrmS6157x8CHgq/z0CVWrq/5ymCk+69/yPwxwVo/5Buf+/Zk89t8sU1GXvAJjw/4Q2efORdHvvnc0x5aTqtrR1UKxWq1YRqNSaKHJtuvgZHfHdzth69Jh3ecfWlT/L7qx7hlSlvc/LJJ3P++ef3tLufKXv66WdYaeVBWGW6rIx9NahCqIuhzp3KCLqQaKnJlnXBsejEUQqOrsPK1Ot7SuFzDeE1UPdCncIolFGHOPTC/t8QnCirHlqHiCbHmeukknaq+VygOZxPUn5wQkwhlEm3hGB1iG1sCRL6rQ6qmRCFEukJ5cDftQTOQkgGTMiqdqpKh9WMVIn+TqBEgabQ2yQ48R5PXXB6jU5ThyMJzrPksKhD6SdFTF3FBelK6CSiXp3E4PSrRaEvFSSdW5/+3wcKDenvqiqiY2jIYRGFfhrHXHjo78/x3ITXuffeOVbKXipt9OjR3HHHney888401DdzwRUHogom9eHhzxzeJMhMdqKpm6Uw54IPkoNeyhRoBFeHF5Ww1HLiEeIikDg8yOiDm3LLA86ic+uphDmXMLd1oacVIonwNAIOcXUQRbhIEJox2lhEHywd21Gkvb2Ts0+4kRt+/xiRizjiiCO54IILKJVKS2bCe+2zYdJLYui1Xse81xbQXn/1PYYWjgSEddZZE1cQRqw3iiFDhtDQ0EBjYyONjY3MmDGD226/kT13/jWFYoFqJaZUKrLttqO5/k+3MWrU51c29dTTvs/eYw/irpsn8OXt16V/3/4hUtKBapeXICQ82la+OsOemEpwErXanf5eDo5rXaBUJBh3XJ17CTxah0gD6rxq9M9TxfsITe7sRKhHpIDqmNdBSMyL6BceEtTBjNOkRZW282gbmhQnKKddudIu5U57VNO6QkQUiAsduUh9GaEP+gDRgQtjUP31OjxCHB5GMjk91SPXBwnVNJcgwZcEaoijDwktCA249HgUIu7Krbf3m8qMxtWbsMqhBAk+3ZNoCGMGwpzr+evRBEeN+lqBJI0IZ1goLcYeFiqo3KOENotYVUlHX7rKZb419hfsuvuObL/94k38XFjbcccdueWWW9hzzz2pqy/yw58fQEwRTZJtDo5yJd050PXSB30ws1wA3XVxNJBIrI6LWw7vO0noJBJ7YNJbmRYkKoZrJ49FZ+r0q+553wxb0bwNxDBPcljotRUFrX+IuPCsu7jkx7fR3LeJc35wLieddNIyUrym15Zus8TwXvu8W69j3msLZNts8xXOPvNHjBgxYr6FGX7yk59QrVa59tprGThwIHvsscdi7OnSa2P3OICtt/kV39n/UiqVKoVCgf4DGllx5f6ste5K/M+ma/Klr6zDBhutCS4vn6iJtRppNKqHEgSyyLFVwrTtd4smAxTAK/EIMalBi06a+GBCRpFRs0ivElbitMUkjSFKGt0m/X/+zBbNNyfbzp2ET0fh73Kur9ZCFtE2FfHaW5cEZzsOf/u0FzpDxeBoRbiasVnPdV5tpkjnwZRBotCHrGVTjbEdAj1HRw4LU9XxZNSWDIv/b+/Mw6Sorj78nqqefQEFRQVZJAouQUU2913BqIgiaFxQMashcV9x/eKKGOMSk4iKJO47oFEIimhEERURFMXdQRQEmX2mu6vO98e91d0sA6jMTM/MfZ+nn+murrp1T93qmlO3zvmd9D/fKOwnEsGMJAVDfHLQMOTEwTfjSYzHH31mo86tbGPo0KE89NBDnHjiCeTmCZddP8weocxQLLHvoyPjp45w5lhExxoUlRywFWqjNSESzYytNRbpkfNBEnZPUQieZLSN7ZtnxwIbXGDOlZuuepJb/vwUt/z1Bs4ec2ETHEFHm8LNmDtwjrnjB/Low0/9oPVjsRijR49upN60XGa+9AoAVVVVzJo1i5dffZ55895h/ptlTJ8yn6qqGoqK85nw2Bj2P7wHZhbVI0qEU5J21jpSV0mCdUKjmeqAAKNCkkMkKSgkCTWJpwkQUE1g6tCZNmOpxMbAzmiapL1YSrQxwCewiY/J1P4kpSltapIa99IkyZl2QruP0M6Shqn3nt1rlKBp3Kt0UmAUVhOm9iVESaYmsdDM5Edl380+A2tD0jppoV0eHR/fLg2tw64ENpRI7ba+nbk1fYsRPaXQVHKmmbVvaCzS7WtqLKKZ4egmKCS0zw6iGXNzDKc88SZ/OuM+kgll2rRpLToPY8SIEdTGl3P6qWOY9M8Z7D6wO0OP34sTRu0PXjIV0pQ5Fub4h6mxMGWBEoSpm6SGxyKKV08n4EZj6qXOi0h9PBqLKImYdYyFGSPlwftmcvM1T/CPu+/gV6N/34xH1NE6cTHmDoNoVMvW4dgAIqKZ50tLK+G8qWgKu5PJJCNPGM6TTzzDR+XjKS7NtzN5phpn5IyYkuZ5aywPUo/usQmIKWWXIImv9aYAkZeHmX30SHoKGsejGE+8lLMbSRYKBdRW5lBYEjnkJmTGVHA0hXIAQoz+s4kXz8ckQJrS51HIgW9n4CPnOrDa6SZ0QYhKKJnQgagKaBSbbGwzM6AxK4MIkVqLUfLwEFtZEutWm5AZwUvFf0ffVAH5xIiqP0oq3jmKm6+tjFFU4tn+BNaxN/KGnnUGQ6tokzkWoVVgSSe8RrkA2PWNgxij2M7ghiwpW86ooXey4J0yRpwwjEkTH2q2uOVNfZ5/9913XHfjFfx32kwWLVoMKIccsRtX3Tycrj1LMcc8hxg+y5fVMGbUvSxdsoILrh7M4GG72rwI396k1afO9cyxCIkTqf94qZyLWOp8SpfmKkzNwpvlJhnXp4DqSp/CkqS9ETASpB4F7N3rCnrvsCtTpmxUyYcWh7ueNz4igqquM16lb99SfeXl/k3Sj0yKS198S1XbbmxpFtJyp2EcjlZMLBajQ8fN8X2PkuIOQDWQa2NdowTDKBo6xy6P2xjuOD6hjdcVoB4oRNQUcfG1wDigGoCU2tnmGjxpZx3bfOvURs5mPhq1gUdoNahNEEEdUGLDQWrwKLIOUy1Yp12ps3HeVZiwFJPgmU5ODTEOV4EN7chNhYIYdZli26880omBCetcmWNhniZU4lndb3Msor6U22NRj6nVlYMpyFSJUIKR0iuAVGhKFLNcY/ubi0m0LcSE4lTaYx5LjYUQpYMWWRc7jm+TGoVEaixMrHm+taOWt/63jCcemMzyb6v47ONv+GDBF2zXsxsLFy5kxx13bOSzrGnp2LEjt4z7G4yDIExy599u45abb2Pg9pfQfbtOnDh6b7buXMRbs7/m33e/ROfOndm2a1fOPP5e/jrxJI48dh+KCguAeozmvRkfzx5P8/SlEKHOOuxFq503AojWm+WSju0X+xsxbRrNf6OcU4tHsb1RjPPt0u8563ctK87f0bJwOuYOcI65w5GV9Ovfl3fensf9T/0R38shtPKARnYPvFTYSo6Ng45UU3LwUsmYZobWhAjkpOLLRXJBcozEnOQh4iM2zCKqOAlRZHQkbwe+3YeSSyrWlyA1A26UYIz8naTCRXwbfmDee6nEPM86uUYK0bi1MRsXnItx1mN2Fjtm95+LppYH9hgIYverKWUOM/tukk6N9KNnJfiM0oln+5Vj7UgrppCy2UhZmnZyMHHmMWuLOeaZY4ENwYnkGlcfi3CNsYgBufzu5H/y5INz6NKlC+3bt6fbtjtx1eXjGD58eOOeXFmA78X44x/O5Y9/OJcPP/yQ8847lztvfIFEPEFhUSE33ngT5513HgCjTjuVc05/kDGn/GutdtptVsRZ5x3JeZcNS41FaPXq0+eNlUdU80TJs/KMYhN6sQnEnlVB8lI3brl2bM1NYnFJIV999VXTHCBHG8UlfzqcY+5wZB3JZJK35r7DiFP35fCj9yBS9jbObOQ8mkCMKMVNSKcXmp91nQ3GCG2r9nv1CLw8EM/GlnukNcOxWyStk5wkswZZlFqnNjiFjD5J6jtTj1Mz+gpR4qRp07dR12ae3Ev1LepHaBNMTWyxT5SSmt6/SckL7XY+kca0CV1J7zPdZqSRrVZhJSpwY9r20IzvNXW8JKMttW2H9huf9FhEuutRQZy0SnY63jmywrT9v5mLePLBOUyb/jyHHHzYxp8crZBevXoxdWrD4SH3T5zE/RMnEY/HWbZsGYWFheTn5/Ptt99y2x03ccMV/2BJ2XeMu+s00om1Udoo9nyKQpU8G8wSKQzFSMenp1Omo/NJ7bkIQn5BPsuXL2/EI+Fo2wgqLsbc4Sp/OhxZRywWo/dOPaitMdKDIdWk5fSMjKJxyyM5vpCoqmWYWieGUkOkGR4SgISol0sg9bYgi4/aEvBAKp42irM2DomPiSeP2k6kZq5NeIuRdgxTSZgJG7qSY7eLkuhMtU8jXVcNQCRdGCXymdhgo2JipAbNrHpolWhMLHdthnMeHZ+ASC7RyDKGREWWSDldcbCz2cZOo6seKdhEbZvZbt+GSUSVKUM7Kx8SUkt0gxEdtyjW2cyo19onATmrrRNSlTEWdTw8cRbdenRp8075DyE3N5cuXbqw+eabU1hYSI8ePfjL+Lt47KlJ/Pvulzj92LtIV2RV+7sxN0YBNSDmO6hHNHLSa8E67OZ8jvSGAiTjHK5cleCrL5YyZMiQ5jwEjlaP1wyv9SMi94rIMhFZsImMdGwA55g7HFlIeXkVsVhUTTWkpiYgXhe3CYheymk0zqWZqY0ezZtktnR1SUO9KRTk5SNiFFrSMnE+RifcJM1FoRhRIR9T+CbPtmSK40QXDs867kZPIDdj7tyonpiEulyMAklUEdQoYqi96YjCP4zkoEeUtImVh8SGj0SVP6OQG+NC59o9xonCWKJ476gMvEkaTKa2SQsvRjrieRhxvEg+0bNz3DY51t70YG0yYxK37UTqK3Hbv6gwk5dy+rGVLtNjEfLN19/TacstNsWp0uY59uiTGTv2cp57+jXq4hVEhac0YyzQEFHB0xgSViCqiIaggXXKIwWhSK/enE9ffPYdN189hX7bnctWW3di5MiRzWuso9WiCCpN/9oIJgKDG9d6RyYulMXhyELKV1VSVJzLypUrOOWov/Dma58iAl26duCE0w/ggiuHosRtGEaUsGmUUqJQkkgpxMy2x0lL/sXBOh7mfSRdmATrhKp1PCFhH+YnCa0TbgI6knYmO25DAkwJ9WiWOLQydp7ViTbBHQlCu75vZ5mjGXXjCieQ1fprHCRTDdSorZj+Yu1KpoJwIvWT9Kx73K5r4tUDAiRV5Kferpvug5nvj6P4tu+mr+apQqT4krRt+nY/gX2ZbdNjkcDIOEZPFBJrjcXKFZVs06ln455EbYR4PM64m29ixCn7kZurpKUU1xgL9ZGwnpB6PHs+IXFUIdQ6YhoDhWQyxqVjJvGvCa9QX5egXbtSDjrkQO6dMMkVEnI0KtkYyqKqs0Ske3P3oy3hrjIORxZy1FFH88A9M+ndYQxlX1Tx1ltv8cacOey910Hceu0z7N/nMiqr6m1ICUTJh5FsoHEWoxAXrMMexThH8dJJu32Q+l7sDDkZy8XqR2tquaa+S7cb2P1HYSlJopjsaB/hGvvGrh/pm0tqjSC1rfmcTC2PHOm0vjk2jCaKQo/CV9L2p+PDIdJGV7st9pYE26amjomm7EwftzBjP2rfi70RIbU8Ggu1fVy9L8auLz9bzl57D9zo88GxbsIw5IAD9sP3hb/ccwbp3IvMsYjOjyR+WIMfVCOaQMJ6COqQsM7o+muSh/71Bof1v5oH73uNK64cS01tDatWlfPk45Np37598xrraOVEuSpNHsrSUUTmZrx+3QTGOtaD0zF3bDROx9zQVHbH43GWLFlCjx49Vlv+xRdfMHDgQKprKnlq5rn06dsNLyVB6NlY6QQepo9q56RNiIuRVIyqXXrkEVKD0R83pdG9lFxcnQ2dMaoutZX5FJZAYPXFxTo/Zn3fzlpHhYQS5NCOMMPJD6nDqJmUpBwl425Hsd1Gvs6Eu/gEVGBuFgpSy8AjYBWeLXUfJbsa59jEths8G+cdYkJKAmtfHp4N2zF2JG0ISwEeBXamvI5I2tAjz9qdvsExJeVzMJKVxiWPYst9iu3+wwbHIhn36Jx/EvPmvUufPn023Qmzicn23/fKVUvpu3t/li9fwXOvXcHOfbYFVh8Lc8PngfqEYTl+WE5OMgF+HqFXgqc+YfAdKnECitm2/cWceupp3HXXXW1udjzbx7uxyBYd8937bqYvvXpgk/Qjk82KntqgjrmdMZ+qqrs0SafaOG3ryuNwtCByc3PXcsoBunXrRllZGQMGDOLw/tdy7x2v2kQ1E1vr2XhsTRUXEvs3x8bc5thXpFxiChGZWGxIR7jlWle/wM4ex1LfRfre6e1NfLd5b/YZ2rbMtrk2jCQ31R+jVJJv43pzbZy7WFuiPsfwbL/EOuKRnriRuYv6a7ZJv1f73kjgGeee1HGK7De2eXbfUUKo2O+NI2+SOo3sokkg9TDa2Dkp+400YszGy8fWOxanHXcLJaXFWe2UZzuA/guCAAAa7klEQVQffvgh3bv+jESylnlf3skufX62zrEAe95IJJ9obqi8ZA1+Mo4E1fhqciGSQSF1dXGGDx/e5pxyR5YgXtO/HFmHGxWHowUSi8WY8d8ZXHn1pVz6x0mceuzNhGEU1pKWTlSbGrm6BCCrLU3/XX0iJy3TKOv4Nr2FpD5l7iXaZnXJwag9yWhPU71Mf0rvN92XNXucFsaL+pr59C9TNo91LI9ajfoRZvQ1LcwYtZvu69pHIbImCivS1LrR0Uiv8/KMBUx/9m0ee3LSWu04No4wDNlv/73ZtkcH5n52I5ttXpz6bp1joYok4+apiSbxknXkV3xFbv1y/LAGCROIJsjNy2XPfXtz5VVjm8s0R5vGpKo39cuRfTjH3OFowVwx9s9Mf3EqLz4/n/7bXcB3y1aRVjNJYtRFIvdQMTJwkRpJptMZxUKnnW2xiZbpNqKC8lGstq5jm3Rcb7qIULp0T6TzHZJMOcTYFtOOdSLlgEfx2ZnthykpR031ZnW19cQa+0zvQ1NqKpmEGX8TGXaEGc55um0lkaE+I6RDheKk1V8EYXXH/4XJr3PC4Tdx7HFHcdhBw9Yzqo71cckll7Dq+3KeeeVivFgy4zhHoxXdCtmcCa3H11q8IE4srEdECWIFJP1iglgpgR9DrdLPnZNOp+yrpbzwwgvNa6Sj7WGqvzX9a0PdEnkImA30EpEyERnd2IeireNUWRyOFs7BBxzBV1+WMXBgf/p0+T2TpvyWAw7fhQTf4VOKcVoiRZQESiVGCtAjpNoqhiTt8hgh1RhFixxCAkK7PKCGgBAPCKgjQRKPPIQqojhvpdY63bmElIPVE49izI2zVI0pl65APUZLOpoHNyooRoPavI9c8oAAo7vu2Tji0DrEAVF8e4KV+OThkU+SasTuO0mFjQtP2Jh2I2GYpBbjhlchqWqpSkClvYWoIiDPJogmCChHKCRJuQ2DCTNs8EmyAqGYJV+s4OXpH/Dm64tY9N7XfPHpd3y/opozRp/KhLsnNuXp0aooKytj/PibuXr8SIpLQ5SYPeZFmJvLaCxCK5HoQZgkkHpz/nugMSEnv4BkjlDvh+B3QKlBpJbO3Tane88tOesPv+bjxV80s7WOtkS6QFt2oaonNncf2hrOMXc4WgEdO3Zk8eJPGDBgD/580WQOPHxXomROU4Wz2jqjpniOT4H9rhbIxRT7qbLx3D7pRNA4JgK3wDrBCeuM59h/I3lWVtDEi5v2ElbfPLDL86xDbcqjp+PCoyIweRh1lVo82tsZZhOTrSntc+PgPzJpDnffOoPKyhp26N2FAXv14sAhO7Njny3wvVzryOeQlkz08ckhSaWdu/atQx9poocIRXjWtnSseoBHIZKyI8+2HbPrBqk+JpJ1XH3h07z8wgcs/XolVRV1hKFSWFjIlp22oGfPnhz2q2Gcfvpoem2/cxOdEa2TgQMHEgQh/3l6HhWV1Zz66/3osGWBTQaOEbAKyAUNCbWanLAIlXwSksTTYvzAh3AJfgiSqCTu56OxPFTrWfplBSOH3EltlceZvzqjuU11tEk2Slfc0cpxjrnD0UrwPI/bbr+TffbemwVvL+XnfTthEuE8QvKs821UUszssY/ahMaQAI88uzxKvoyh5OATs4mMvhXYMoV0AJvcKETONeSBbcsU+MnP+FdjZtI9u12I2v7lAVFZIpOUGZKDELNFi/IQfIYfdjOvvDifffbZl9126cq7777LHa8+x7WXPQIoJaWFdOnagZ1+3o1B+/Xi4CE/p0vXTvYGwtx8RP31UoWBcm2RIh+T2Gn6F5KLZ5ebIu7p7dI25PP+gi8ZPOgywGPI4CM4Y9QADjzwQPbYYw+XQNgIXHDBBUyfPp3vv/+ev4+byU1XTKZHz6341R+O5IyzDsLzcvBUUC8PT+vNDaLk4Em+qfYpCl4RtfldUb8AJI4fetx+40tcN3YyO+ywA9OnP02vXr2a21RHGyQbdcwdTY+TS3RsNE4u0ZDtdg8cOICV5WX8b9HVeBTZsJLaVNy2kQGMZsxN0RvjpNbhUWKjc5P4+ATUYwoClVBTqRSWBDaspRolsO2HGKfWJ6AGpR6jZuLZmXXfSjLG8aySi5mZFwKqUuEjkcSdCZ+pxdQXTQB5/O6XE3j60VeZM+dN+vbtu5q9YRjy/vvv89xzzzF79mwWLnyXJV8vpaa6jljMp9+g7bn6L8PYrV8vfHJtsSEfCOzTgyJMJH1g+xcVoTE3BNWVQnFJDiH1hNTYm46QRDyHXbb+HT/ruR2zX3uLWKx1zXNk+3kOMH/+fC677DKmT59GEAQM2Ksnl152AHse3NfehBaDn0sY1uJpiGg9aB3ibUXoCSpJ/EQlnQrHMHzEsTz0wGMtwu7GwNnd+KxPLnG3PTrqjNlHNkk/MumYd/8G5RIdTYub0nE4WhmPPPowH3+0lI8/WIVxOGtToRtKnXU4vdSMtknGrLcz5fUA+OSmYrdNCEuNTavzSVKDkf/LRakBq4ke6X+b+PW4nQk3yZpppZXQVvIMrfOba+PDkzYspo7Kihpuv34aB+x6OTtsfg5d8kfzzGOvMW3a9LWccjBPCnbZZRcuvPBCnnrqKT766FOqq2pJJBI88MCDVJUHDB5wA6OH3048mbCykFGl0RgBdfamIB+jUx4i5FnddxPHHlCH4FmpxnoE+Pstz1JXE+eVWW+0Oqe8pdCnTx+mTJlCTU0tEyfeT+Uq4ajBd7Nj54v58P0K1P6H86WAqAKrSjtCz+jSC/kEXh7H/nIgjzz0BDfccEPzGeNo85g486Z9ObIP55g7HK2M7t22o0ePblxz8cN21lnw8BF8eyn2MFrckZqKj1EWidllUaH7aLkPNtLc6EODt1obUdJkaNuOxBjN7LpZP2Zn7D3U7tNLhZQYdfJXX/yAQTtcTM92o/nrdZPZequuXHjhRTzw7wdZunQpBx100A86DrFYjBEjRvDe/I949tnJvPifBRy022WEYZDR3xwbZ+7b3sVYXeDQT/XVrCN8v7KaWTM+4r/PzaP7dp3Jz89fXzccTYDneZx00knMf3cRK1eupHu3n3HIwCupra7FiyYoJY/Qywe/IOMcVPBzuf3+Ufzx4qO4+uorCcNwvftyOBqPZqn86cgy3Kg4HK2QK6+8kulT5/H1N9+hJAkIbIhIpJCSsDPVkSJLMmN5QLo0fbQ8XbI+tDPc5n0yNeOtdp2QBAHx1PZhqhR9MkNBxSwPSTDnf4vZq/dYjj3kWrbt3IP33nuPyspq/vvCq1xy8ViGDx9Ox44df9LxGDLkSN7/cD5ffb6CA3a/kCA0cpLLlq3gtVkfUF1TbW1I2CTQzOOSthkC+nW/lBGH3cQ7cz7liCOO+Mlj5di0tG/fntmz36CosJAzRtxJQJJQQgIP1FNUQlSSqASr/S4u+fMxhKpcd/11zW2Co00iqPhN/nJkH+75axYiIj4wF1iiqkeKyERgf6DcrnKaqs5bx3Y3Ar+wH/9PVR+xy3cGJgAfAaeramjbPBTYTlXrRaQjMFdVuzeeZY6m4uCDDqWwsIBB25/H7MXXsNVWW2Ac43ok9bOPYWQRA5R6TMGJhH0PWGfarJOwMdYhpJxu7PK4DY2Jltfb2fY4RoqwPuXcp0sLCe+8uZizT5/Eh+8vYdCeA3h+8Sv07Nmz0Y5Jty47sPD99+jdaye6FIwiPz9GZUUdvu8RBCEdtihh9/49OXrkbhxzQn/83ARij4USJwS+LltOVWUdVdVVFBUWNVpfHT8Nz/N45NHHOPSQw3h40suMHLVXRu5AJO1pnpqY30UdvhfjlgknceOlDzFr1gyG/OIQ9t7zYPbdZ39yc3Ob2yRHm8CFljicY56t/An4ACjNWHaBqj7e0AYi8gugL7AbRhrjZRH5j6pWAOcCRwMnAIcBz9vNAuAM4K5NboGj2Zg6dSrDhg1j8803Bwnp1+0y7n/6XA4c0huPUiCOT3sbY1gP+Hi0Q6m1y6PiOvk2FKYGj82IyhF5bA5W99yjPRDwv1kfMeWRdxAvyZbblNBl2y3p0r0d3bfrTKetOoBXg5DHe2+X8cjE15n5wvt8ungJ/fr1Y+HCaey4445Ncmy6de3JdytW8PAjD7Ny5Up+eeKJbLNNFxZ9uJAJE+5l2gvTOf/XD/DHURPxPEEVunTpQlX1Krr22IKPP/yawsJC55S3AA4+6BAuuugizhl9Ezvv3oWd+nTGJ8fmM7TDJP+qPc8BAkacfDidOnXnussm8Zfxd3BNxThAGDt2LFdddVVzmuNo9QgqLojB4RzzrENEumBmva/FONQby07Ay6qaBJIi8i4wGHgUrOyFmR7KvCW/FThHRO7eFH13ND9lZWUcc8wxnHrqqdx7770AjBo1il/+Yhy/P/8orrxphA0rkVT8tJk5D6zDEumOJ6xqSz1CAR65VncljilClCBRJ9xw2eP8a8IMqqtq2WrrLfG9HKqqy6mtjZOIJwgCE6/reYKIEIYhW3bqwKCB+/DkY8/Rp0+fJj9GRYXFjD79zNWW7dhrF8aPuwXGmc+ffPIJ5eXl5OXlUV5ezvPPP8+cOXMYcugILr/88ibvs+PHcf311/PqazM47oCbWLT8b3h+VI3WT+VUoJEMaDEiHgMG7cS0OVeDLbb19/EzueqCazjyyCPp18+JVzgaEzdj7nByiVmHiDwOXA+UAOdnhLLsCdQDM4CLVbV+je0OA67EhKcUAnOAO1V1vIjsDvwdWAyMUtXAtjkVOAJ4BZjCBkJZREQrKipSn6urqykqanszh9ls9/HHH091dTXPPffcasuffvppxo4dS++dO3P7pFHk57UDG26SfqRfh0c+Qo6VNsyxMouKTxG11VAb/56nHnyDmdMX8tnHX1NQmM/w40Zw9tlnk5eXt84+VVRUUFZWRkVFBf369WtxCibZPN6NSWuxu76+nkGDBjL46D04/+qhmCdGRfaJUR2oD9Qg5COSS221kFcU/S6MotFvRk6grkaYMmVKM1vTeLSW8f6hNKXdpaWlDcol7tpvS532xsgm6UcmW8XucHKJWUbL+g/ZyhGRI4FlqvqWiByQ8dUlwDeY+ub/BC4CrsncVlWniUh/4DVgOTAbSNrv3gEGNrDb64DJwLMb08c19V7bou4tZKfd8+fPZ9q0acydO3et/p1yyin0H9Cfvffek593/gOHH7UH1956Glt3KcbE2JrYcY8C7GmDkCREeGn629x/12y+WFzJwgWLaNeumEF7DuS2225n6NChG+xXSUkJnTt33vQGNyHZON5NQWuwu6SkhF//5jdcfvlYxt48GM8LrN5QYPIkNIEQoNTiSS5KQEGJIoSppOfl3y2jfck2reJ4rI/Wbl9DZIfdphSaw+Ec8+xib+BoETkCyAdKReTfqnqy/b5eRO4Dzl/Xxqp6LSYEBhF5EDNDvl5U9WMRmQeM2BQGOJqHlStXstdee7H//vuvU+sboHev3ixftoLb7hzP+HF/oc+2vyOW49OufSFbdCrG932CMEQDoaK8llUrq6iriyPi0fNn3Rgx8liee/YFunbt2sTWORw/jfPPO59LLr6YeW98SN+B2xNQbvT8xUPDekIq8Sgm6a1CKbJKLeX45PHZJ9/y7tsf8Y9/rPOy63BsQlwoi8M55lmFql6CmR3Hzpifr6oni8jWqrpURAQ4Bliw5rZWyaW9qq4QkT5AH2DaRu76WjZyxtyRfUyePJlTTjmFjh07MmPGjPWu63keZ4+5gLPHXEBFRQUzZ03njTde5/33PyQMQ3zfIxaL0alTJ3bb7efsOWg/evfaCc/z2mxlQEfLx/M88vPz+XT+B+zRvzsqSUy12oBQAyCOSgCEoIqEIBISasDQfcfRZ9efM3r06Ga2wtHqccmfDpxj3lJ4QES2wNxOzwN+CyAi/YDfquqZQA7wivHdqQBOtomgG0RVF4rI2xhVF0cLIAxDJkyYwK233sqiRYsYNmwYDzzwAJ638Rf20tJSjj7yOI4+8rhG7KnD0fzU1NRQW1tHz512wMcjVA9zrTRlrkRNkSwNQVTxNCDUkF+fcA+V5fXMXDSruU1wtHoka3XFRWQw8FeMkMQEVXUlchsR55hnKao6E5hp36+z5KGqzgXOtO/rMMosG9v+aWt8PvbH9dTRmMyfP5877riDeDyOiLBq1SreffddvvrqKzzPY5999uGxxx5j5513bu6uOhxZy0UXXURxST599+qBErPVQD0UQbwcNMwDQnJCJUhWkxuv4p67XmLqE3N5YdqzlJaWbmgXDsdPRrMwlMU+jb8TIyxRBrwpIpNV9f3m7VnrxTnmDkcWEI/Hefrpp5k6dSpvvvkmpaWlXHjhhYwbN4633nqLHj16AJCXl8d+++3H0KFDGTp06A+aIXc42ir33XcPvz/3MDx83n37I95+4xuOPWlPStvnoeSCX0CokBPmoGEt5/7pce6dMIfrrr+cQw8Z0tzdd7QJzM1iFjIA+FhVPwUQkYeBoYBzzBsJ55g7HM1IGIYcd9xxTJ06FRFh2223pW/fvixdupTjjz8egHPOOYfx48c3c08djpZJWVkZ1dW13Pf3Fxl/7RRUlfz8XC4YM4ltunTg8CN3Y8hRO9B/z16UFuZw1m+eYMrkN3ns8fs57thTmrv7jjaESvbNmAOdga8yPpfRsMqbYxPgdMwdG42IuJPF4XA4HI4fxxcN1QoRkeeBjk3bHcAowNVlfP6nqv4z+iAixwOH21w2ROQUYICqjmnabrYd3Iy5Y6NpqDCCw+FwOByOH4+qDm7uPjRAGbBtxucuwNfN1Jc2QVYGNDkcDofD4XA4mp03ge1FpIeI5AInYIoSOhoJN2PucDgcDofD4VgLVU2KyB+AFzByifeq6sJm7larxsWYOxwOh8PhcDgcWYALZXGsFxFpLyKPi8giEflARPYUkW1E5EUReUZEiu16V4nIEhGZl/Fq39z93xjWZeM61jnA2rRQRF7OWH6CiLwtImdnLPtcRN7LOA63NZUtG4uI9FpjrCoybbDrnCQi8+3rNRHZNeO71mx3OxGZIiLv2vE+PeO7c6zdIzOWBWu0eXFT2rSx2L4vFJEFIvKQiOQ3sN5wEVFbwCxaNk5E5orI/vZzdxGpXcPuU5vKlp+CiPzJHoOF0di3tmsarNvOdazT4q9rInKviCwTkQUZyzYXkekistj+3Wwd2+0mIrOt7fPX+E3vbL+7X8SU4xSRiSLyWYb9rzWNhY42h6q6l3s1+ALuB86073OB9sANwM7AUZjKowBXAec3d383lY1rfN8eo9na1X7eMuO7pzGP9x4Giu2yz4GOzW3XD7DfB74Buq2xfC9gM/t+CPBGG7H7UuBG+34LYKU9L4qBBzEhgM9krF/V3LZshK2dgc+AAvv5UeC0daxXAswCXgf62WW9gXFAIfCoXdYdWNDcdv2I47ALsMDaEgP+C2zfCq9p67RzjXVaxXUN2A9TtXpBxrKbgIvt+4uj3/Ma2+0QHRNgG2BpdO0H7rG//THAYLtsIjC8ue11r9b/cjPmjgYRkVLMRe8eAFWNq+oqzAU7tK8WrdSyHhsz+SXwpKp+addZltmE/au03GNxMPCJqn6RuVBVX1PV7+3H1zHZ+BGt1m6MTSUiIhhnfCWQZHWbWyIxoEBEYhiHbV3KCv+HcWoy5dOi33tLHuuIHYHXVbVGVZPAy8AwWtE1zdKQnZm0iuuaqs7C/EYzGYqZcMH+PWYd232kqovt+6+BZRhnHMz5oLSe88HRgnCOuWN9bAcsB+4TkXdEZIKIFAF3AP8Afgv8O2P9czIe873UDP39MTRkYyY7AJuJyEwReWuNR/ZPAnOBuapambH8pYxjcU7jmvCTOQF4aAPrjAb+k/G5Ndt9B8ax+Rp4D/iTqobWzvcwdj+SsX7BGuEOI9dusnlR1SXAzcCXmJnBclWdlrmOiOwObKuqU9fYdiHGkX8VuCvjq55r2L1voxqxaVgA7CciHUSkEDgCIwXXmq5p0LCdmbTm61onVV0KYP9uub6VRWQA5qnYJ3bRX4FngT2BzN/JuAz7H9j03XY4XPKnYz3YGNPXgb1V9Q0R+StQoaqXr2PdqzCP9G9u4m7+JDbGRhG5A+iHmWEtAGYDv1DVjxpo83NMGMB3jd3/n4oY+auvgZ1V9dsG1jkQ+Buwj6quWE9bn9MK7BaR4cDewLlAT2A6sKuqVjTQVpWqFjdyl38SNsb2CWAksAp4DHhcVf9tv/eAFzHhLZ+LyExMGMfcBtrrDkxV1V0av/ebFhEZDZwFVGFCOWpVdS0ns6Ve0yI2ZGdruq6teT6KyCpVbZ/x/fequlacuf1ua2AmMEpVX1/PPibafTy+6XrucKyNmzF3rI8yoExV37CfH8fE8rUmNsbGMuB5Va22/5RmAbvSOhgCvL0ep7wPMAEYuj6nvAWyPrtPxzziV1X9GBOb3btJe7fpOQT4TFWXq2oCMyO6V8b3JZi45JnWARsETJaMBNDWgqreo6p9VXU/TAjE4ubuU2OwEXa25uvat9bhjhzvZetayYYyPguMXZ9T7nA0Jc4xdzSIqn4DfCUiveyigzEzL62GjbTxGWBfEYnZx8IDgQ+asJuNyYk0EMYiIl0xDtwpDc2itWAatBsT7nEwgIh0AnoBnzZRvxqLL4FBIlJoY+cPJuMcVtVyVe2oqt3VlAx/HTi6oRnzloyIbGn/dgWOZcNhXC2SjbCzNV/XJgOj7PtRGFtXwz41ewqYpKqPNWHfHI714goMOTbEGOABexH7FDOb2BDniMjJGZ+PUdXPG7Nzm4i1bBSR3wKo6t9V9QMReR6Yj0kGmqCqCxpuDjCxmIF9P19Vs05Kzv4zPhT4TcaylN3AFUAH4G/GlyOpqhuaQW0Ndv8fMFFE3sMkfl20gcf3BSIyL+Pz86qaVZKJNkzrceBtTCLrO8A/ReQaTBzxj6nk13MNu+9V1ayQ0NsAT4hIByABnJWR4LwuWuo1DdZhZ2u8ronIQ8ABQEcRKQOuxKjsPGrDeb4Ejrfr9sOo7pwJjMAk/ncQkdNsc6ep6jwaZpyIjM34PEBV45vSHofDxZg7HA6Hw+FwOBxZgAtlcTgcDofD4XA4sgDnmDscDofD4XA4HFmAc8wdDofD4XA4HI4swDnmDofD4XA4HA5HFuAcc4fD4XA4HA6HIwtwjrnD4XA4HA6Hw5EFOMfc4XA4HA6Hw+HIApxj7nA4HA6Hw+FwZAH/DzBES+RjUP2XAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Initiate a default LitPop exposure entity for Switzerland (ISO3-Code 'CHE'):\n", "\n", "ent = LitPop()\n", "ent.set_country('CHE', fin_mode='income_group') # try other fin_modes: 'gdp', 'nfw', 'pc'\n", "# plot exposure:\n", "ent.plot_hexbin(pop_name=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This map shows like the default one above, the only difference is the absolute value per pixel: Note that the range of the color scale has changed because the total asset value estimated with the income_group mode is larger than produced capital stock.\n", "\n", "### Settings: resolution (res_arcsec) and reference_year\n", "\n", "We can also change the resolution in arc seconds to one of these values: 30, 60, 120, 300, 600, 3600.\n", "\n", "$30 arcsec \\approx 1 km$.\n", "\n", "$3600 arcsec = 1\\degree \\approx 110 km$.\n", "\n", "Additionally, we can change the year our exposure is supposed to represent. For this, nightlight and population data are used that are closest to the requested years. Macroeconomic indicators like produced capital are interpolated from available data or scaled proportional to GDP.\n", "\n", "Let's estimate a produced capital exposure map for Switzerland in 2017 with a resolution of 300 arcsec:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 21:59:26,035 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 300 arcsec.\n", "2019-10-29 21:59:29,302 - climada.entity.exposures.gpw_import - INFO - Reference year: 2017. Using nearest available year for GWP population data: 2015\n", "2019-10-29 21:59:29,304 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-10-29 21:59:42,513 - climada.util.finance - INFO - GDP CHE 2014: 7.092e+11.\n", "2019-10-29 21:59:42,972 - climada.util.finance - INFO - GDP CHE 2017: 6.790e+11.\n", "2019-10-29 21:59:43,165 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 18 s\n", "2019-10-29 21:59:43,167 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-10-29 21:59:43,168 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 21:59:43,169 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-10-29 21:59:43,170 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-10-29 21:59:43,171 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-10-29 21:59:43,172 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-10-29 21:59:43,186 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/Documents/Python/climada_python/climada/util/plot.py:318: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent = LitPop()\n", "ent.set_country('CHE', fin_mode='pc', res_arcsec=300, reference_year=2017)\n", "ent.set_geometry_points()\n", "# plot exposure with larger line width for better visibility:\n", "ent.plot_hexbin(linewidth=7)\n", "# Instead of linewight, the gridsize can be adjusted for better visibility (low values --> big markers).\n", "# Warning: If gridsize is changed, the plot doesn't reflect the actual data's grid anymore,\n", "# (please refer to the exposure tutorial *climada_entity_Exposures.ipynb* \n", "# for more info on the visualization of exposure data.)\n", "ent.plot_hexbin(gridsize=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As can you can read from the logger output above the plot, the following data time steps were used to estimate 2017's exposure:\n", "- GPW Population of 2015 (closest year)\n", "- BlackMarble Nightlights of 2016 (closest year)\n", "- Produced capital of 2014 (closest year), inflated proportional to the GDP increase from 2014 to 2017. This is an inflation of roughly 4.5% in this case.\n", "\n", "\n", "### Settings: exponents of $Lit^mPop^n$\n", "\n", "LitPop per pixel is the product of the exponents of nightlights+1 (Lit) and Population count (Pop).\n", "\n", "$Lit^mPop^n = Lit^m * Pop^n$, with $exponents = [m, n] \\in \\N_0$ (Default values are $m=n=1$).\n", "\n", "We can also change m and n.\n", "\n", "**For countries with badly resolved population data (i.e. Jamaica or Uzbekistan), it can make sense to use nightlights only, i.e. an high exponent of Lit instead of LitPop.** \n", "Note that if Pop is not used, $Lit = nightlights$ instead of $nightlights+1$.\n", "\n", "Let's compare exposure maps for $LitPop=Lit^1Pop^1$ (default); $Lit^4$; and $Pop^1$ Jamaica at a resolution of 60 arcsec.\n", "\n", "Please execute one cell after the other:\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2020-01-31 11:01:50,815 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2020-01-31 11:02:06,744 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2020-01-31 11:02:06,744 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2020-01-31 11:02:18,417 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 28 s\n", "2020-01-31 11:02:18,418 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2020-01-31 11:02:18,419 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2020-01-31 11:02:18,419 - climada.entity.exposures.base - INFO - deductible not set.\n", "2020-01-31 11:02:18,420 - climada.entity.exposures.base - INFO - cover not set.\n", "2020-01-31 11:02:18,421 - climada.entity.exposures.base - INFO - category_id not set.\n", "2020-01-31 11:02:18,422 - climada.entity.exposures.base - INFO - geometry not set.\n", "2020-01-31 11:02:18,440 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "data": { "text/plain": [ "'Lit^0 * Pop^1'" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent = LitPop()\n", "res = 30\n", "country = 'JAM' # Try different countries, i.e. 'JAM', 'CHE', 'RWA', 'MEX'\n", "markersize = 3\n", "gridsize = 70\n", "buffer_deg=.04\n", "# The arguments 'exponent' is used to set the power with which Lit and Pop go into LitPop:\n", "ent.set_country(country, res_arcsec=res, reference_year=2014, exponents=[0, 1]) # Population only\n", "ent.set_geometry_points()\n", "ent.plot_hexbin(gridsize = gridsize, linewidth=markersize, buffer=buffer_deg)\n", "# note: buffer_deg adds a buffer around the plotted data to show the whole country\n", "\"\"\"Lit^0 * Pop^1\"\"\"" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2020-01-31 11:02:33,332 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2020-01-31 11:02:49,014 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2020-01-31 11:02:49,014 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2020-01-31 11:03:00,815 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 28 s\n", "2020-01-31 11:03:00,816 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2020-01-31 11:03:00,816 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2020-01-31 11:03:00,817 - climada.entity.exposures.base - INFO - deductible not set.\n", "2020-01-31 11:03:00,817 - climada.entity.exposures.base - INFO - cover not set.\n", "2020-01-31 11:03:00,818 - climada.entity.exposures.base - INFO - category_id not set.\n", "2020-01-31 11:03:00,820 - climada.entity.exposures.base - INFO - geometry not set.\n", "2020-01-31 11:03:00,840 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "data": { "text/plain": [ "'Lit^4 Pop^0'" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# JAMAICA continued:\n", "ent.set_country(country, res_arcsec=res, reference_year=2014, exponents=[4, 0]) # Nightlights^4 only\n", "ent.set_geometry_points()\n", "ent.plot_hexbin(gridsize = gridsize, linewidth=markersize, buffer=buffer_deg)\n", "\"\"\"Lit^4 Pop^0\"\"\"" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2020-01-31 11:03:21,832 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2020-01-31 11:03:38,586 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2020-01-31 11:03:38,587 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2020-01-31 11:03:50,603 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 30 s\n", "2020-01-31 11:03:50,604 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2020-01-31 11:03:50,604 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2020-01-31 11:03:50,605 - climada.entity.exposures.base - INFO - deductible not set.\n", "2020-01-31 11:03:50,605 - climada.entity.exposures.base - INFO - cover not set.\n", "2020-01-31 11:03:50,606 - climada.entity.exposures.base - INFO - category_id not set.\n", "2020-01-31 11:03:50,608 - climada.entity.exposures.base - INFO - geometry not set.\n", "2020-01-31 11:03:50,626 - climada.util.coordinates - INFO - Setting geometry points.\n" ] }, { "data": { "text/plain": [ "'Lit^1 * Pop^1'" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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P22tFRDKBdHueKXXLCt2PUR7G2t+9wH+AE2zY6NJTAxtLSzPIwTyXUttDdHkTrn0Q+KmIjLPpGxJ9Jim8R1NI2E6o6mrMsNVNtlweQexLO9pDc4LtdckUs1RJAYCqXtZAGTkgTo5E7VzC+i8iF0qC9dRU9QuMfdnTIjLV1tnoMGhTmI0Z6n/f4zbHum1U1cZ6OR/HKCfnYupmlAeAy8SMhoiIdBKzPE0OxqZLMe0jInIRpicxIXFKqt/vXRvXgZjeoR+p6r99onoMuE5Eutpy9z087ZiYJXIy7Wm6feZi/abb68S2x1diJiFFr10lIhc2kl/RsAWYWb/1FCNV/RqYjJn1mywdpV0EeAT4kYj0tO+iq/C89xO9Q1Q1grEp7CMiPa3zPzCzzsdhJjH9BTPsOwNT96dhync0bb8RM2p3AGZ29b9s3E82Uj7XJMrTaNuCsb8N2PSGPP4Jy1USeZU0ySqJr2EUjejvRp8wv8dUsp0i8tOGIrO9TCdjerm2YQrxybaLOMrjmEq6EWMLd2UygiYZd1JR2f9/whhIb8UMw7zexHi8zMB8JS7HdElXkKDb3haeaZh0bMdUnuiX7g+A34pICWaGW0M9bo3JfzdwhojsEJE/x1+MGaL6KyYv11uZTlLVIivn6xgbjLdtmlaTWJF+zPqvxxhVz43zPw9YJWaI4zLMCybacJYCnzeQzhexQygaO0x4N6b34A2bX3MxNlPJyLMn3IKZbDBP6g8DgZmdPB5jG3UbZvgrOtw3AFPPoi+KcozdFqpapqoboz9MvlR4ri30pCnV/BTzQVKCedn/K9kLVfVZjH3RP+31L2HspFJ2j6aQRDvxHUw52Y4pz495rl2L6Wn5FUahWQv8jOaNzPi2c43U/0KMvVUifoiZNfr/7LXrMC+6b2PsfpPhHUyPvnex3TnWrdGlb2wP0SeYdvRdj/t8jAJ2D6bsr8TYRqGqSzB2pB9gPl5H0XA6m8I1mOHDh8S/V/cGzPD+akza/2jbtihfYOphP0w7Xk5dT/RZNh0lmHJyu6r+A8zHL6YdaKht+bbU9bjNw6TZdxkxVZ0TbXuTpEO0i5abMfm3HDN8/immzUnmHXI7xjZ0rn3/HA7cLCILMO/XMlV9DVM/F2E+Ak6gzrzmHUwZeBO4Q1XfaEqmJOA8m8a/Y3ovyzFtYjLlqrG8ShpRbU7vbMsiZuHIJ1S1VXaCEDN091tVfanRwI4WR0TOxSzB8MtGwn0JfF9V/7d3JGt7iMh1wBZVva+1ZXE0THPbORF5AzMJaGmLCJYiRORhoEhVr2ttWVoL2wv9Q1U9uxVlcO1iI+8QMSMvr6rqgSKSC3yhqg3aGIux9VwB9MasklK9B/I9gJkUuklVGzUz2dNyJSIzMZNuPlLVYxsM65TEevc+ADPUNNwOOzn2AcTsUnA7ZsZipLXlcTgao7U/hlsS+9JdgFkq5OvWlabj4trF5PAqifb8fcyKIc9as4LRqrpQRLpjTL0iInIrZrj5SvZQSWzLuN1GPIjI7cAbmOVFnIK4j2Bftn/HfFm5htDhaEVE5GbMkNwfnYLYerh2MTlE5CmMicP+IrJORL6LWWLouyKyEDNkG7XXnAJ8ISLLMbb5f20FkfcqbbIn0eFwOBwOh6M9YCeRzMbY+AcxE9RuiAuTgbEHHYexk/62mtnurYrrSXQ4HA6Hw+FoOSqBY1R1DGZVihPFrNnp5buY9VmHYNbBvX0vy+iLUxIdDofD4XA4Wgg1RNeLDFG3M5mX6ZildwCeA46NLrPUmvitd+hoQQYOHKirVztzR4fD4XA4msFqVR3o53HCENFtZX4+LcvHG1iMWdIuyv2qer83jJj1Sj/G7ED0VzU7E3nph10ST1Wrxeym1o3kNhFpMZySuJdZvXo1LWUHWlJSQk5OTuMB2xku3R2LjpjujphmcOnuaCSTbvFfhB+AbWXwod+Ghi1M8EYqVLXBXY7sIvljRSQPsyXigaq6yBPEr9ew1SeNuOFmh8PhcDgc+z7SSr8moKo7gVmYnXW8rMNu7ydmV7sumMXwWxWnJDocDofD4XC0EHbbwzx7nIXZF3tZXLBXgAvs8RnAW9oGlp9xw80Oh8PhcDjaB60+1cOXPsA/rF1iAHhGVV8Vkd8C81X1FeAh4HERWYnpQTyr9cStwymJDkcCqnQNlXxFmDWEWQcESac/QXoiQA07qGINEUoJ0psQhZgqVUOYtYTZSIDOpNOfdPqTwf6kScezM3I4HI69RhtUElX1M+AgH/frPccVwP/tTbmSwSmJDocPJfo/Sqjboz0crmH1lztZuex9Nq4vJT0jjaysIFnZITKzgmRmLSYzO0hmljnPyg7Ro1cnAoFiqimijLkIGfTQqwhKt1ZMmcPhcDgcyeGUREeHI0IFVayiirVUsY4IuwnSi5AWUFWuLFz4GZ8vfY0VX2xk5bLtrPxiO+tWFdOnMIchw7rStzCHcDhCeVmYivJqKsprKC+vtsfVlJeFKdsdprKimlHjejF2XC/GTujF2PG9CPX/F9mB8SBBqtlKmDXUUEKI3qTTnxADCNGPNrA8lsPhcOx7uKYzpTgl0dGhqGYnW/gbEXbHuH+9ehmP/XUeTz/yOQUDchk6PJ8hw/M549wRDBnelYFD8sjMiK0uCihBEJ/5X1rN9i0lfDZ/Ewvmb+K5x5fw6yvfRvUpxozvw9gJvRkzwfzv1iObajZQzqcAZDGerpzZUlngcDgc7Rb3fZ1a2qWSKCIPAycDm1X1QOs2FrgXyASqgR+o6kc+19YAn9vTNar6Tet+APAgsBy4SFUjIvIoMBUYrKqVItIdY4Q6sCXT52g6ESoJs55SPohREDcWlXD9lW/w/turOfOCA/jPB2czYHBe3NWa4ONU/BVEQLSG7t2zOObEgRxz4kATiyrr15Wx4OMtLJy3kfvvmsdn8zfRpWsmYyb0Zuz43oyZ0JvR46pIzxlIkJ5EqCAs66hiPUKQdAoI0Q8IUMZ6wmwkQglBepFOIekUEqRrCnLM4XA49jGasSSNo2HapZIIPArcg9ksO8ofgJtU9b8iMs2eT/G5tlxVx/q4/wT4JmbG0fHA69a9BrgY+HtKJHeknEpWs43HUcpj3Jcv2cL5057hjAtGcdcjJ9O5UyJlMDWICP0Kc+g7oCvTThsGQCSifLViBwvnbWDhvI3896UVLP1sCwUDnmDMhL6MmdCHMRP6MnJMTzIyglSwpDa+cjLJsov8V/JlrerbiUnkMa0FU+JwOByOjkC7VBJVdbaIDIx3BnLtcRegqInRptk4IsR+q/wJuFpEHmi6pI6WRKkmzAaKeT1WQVRl0YJNnHvi01x3x7Gccd4o4x6pwjxev7j8PlAVVH3HN1TSEK32iSkSc00gIAzZP58h++dz+rkHoEA4HGH54h18Om8DC+dt4J8PLODrFTsYNrK7VRr7MPaQvhT06+cr627eI4MBhCggQglVrCVMERCwPZGFCOmEWU+YtdYmshchCgnSgxq22Ws2EiCbdAoJUWDz01wTIUw6faxfX6R9NiUOh2Nfw/UkppSO1LJfBcwQkTsw6xQdniBcpojMxwxJ36aqL1n3u4H/ACsww9ZR1gBzgPOAfycjSElJSdOlT4Ldu3c3Hqgd4pfuClZQzEyUKuuSaf6psmPzTn516Xvcds9pTD5hCOXFAEogEkHUfAOoBIi2NkIECNRTBo1NYgAkzV8wjQARRJXo7kqKmPAixO+4pNh7ijB4SBcGDxnI6Wcbv8ryalYs3cqyRVv47MMtPPPQ+4QCncntVsPwA3syYnQP9j+wJ737dUZEWM8LCXJrUQL35QncAWsrWZ+lAAghcjiOLPZvII7U0RHLeUdMM7h0dzRSkm6nJKaUjqQkXg5crarPi8iZmIUrj/MJ119Vi0RkMPCWiHyuql+q6qfAxARx/w6zWvp/khGkJffk7Ij7fUL9dJfzEZkU1wtXVV7OD857imOmDeCk0/Kp3fVIFaHat32JSBCkflVRQCW9GdL69TBGFU7/Fi4rByb0zGPC5DxgKACb1wvLlnzFwnlFPPfkShbMKyJcVcPo8X0oHNiFYCiNYDBAMBQgFAqQFgwQCqXZ/8bd+DcerlffHAYN6Zpg1nUFEd4ikwLS6E4N2+v1RKZTQCCqqKeAjljOO2KawaW7o9FR091W6UhK4gXAj+3xs5hJKPVQ1SL7/ysRmYVZAPPLhiJW1ZUisgDclNS2Ql0PosdNlV9cPpNefTtx9XWH1PNv+gdo636y5uRmcNTUQRw1dVCt28aiEhbO28CmohLC4Qg11RHC4QjV4Rqqq82yPdXVEarDEcLhmlr/+HDV4UhMuHWrdlFRXs34SQVMmFTAhCMKGXVwb9LTTS9qDbvYzF8akFbIYD/y+TYBsls4ZxwOR4fF9SSmlI6kJBYBkzEbax+DGTaOQUS6AmWemcqTMBNckuFWkuxJdLQ8GQygmk0xbg/+aR6LFmzmldmnEwjEtSQiqApC/a0yRRX1bXgS2yS2Fr375tB7est8iRetLWbee2uZ9946XnxyMV+v2M6og3sz4YhCJkwqYPD++eTlZ5HbJYO0tPhZ30olKynhXXI5Bkijmi1U1dpE9iSdQtLIpYbdVLGWajYSIIsQhYTohZBgWN/hcDiitJ3muF3QLpVEEXkKM3O5u4isA24AvgfcLSJBoAK41IYdD1ymqpcAI4D7RMQaoXGbqi7xuUU9VHWxiHwCHJzq9DiaTiajqeALatgFwKwZX3HvH+fy8vvnk9UpE6XGhjQzmqP2hULEtjFe94idrVTfjhAiqEd5iQ3hF74+daHUzpBJRSsXtYNsKC4/P79rTFx9C3OYftZIpp81EoCS4ko+/bCIj+as5YG7PmLtql3s3F5OaXElnXMzyMvPIi8/M+7/O3TNvyPGrW9hLn0Lo3PKAvhNHhJCZDKCPKY3MR8cDofD0VzapZKoqmcn8BrnE3Y+cIk9fh8Y1YT7XBh3flryUjpaCiVMMf+pVRC3bt7NVee/wv3Pn07BgBxEwxBV7FRr1TiRCEJdD5iqVd0CIZBgnboXdReJnbTiiQvPxBfvNfUUwOg1Ke+N1Lj/XvzXdjQ0JEdsXDm56Rw1dTBHTR0c415TE6F4VyU7t5ezc3tF3P9y1q7axeefbKx1W/3lDtIzgkw4wgxlH3JEIfsf2COmN1IJU85nBOlF9DushlKqWEuEYrNjDn0JkF47qz3MBgJkkU5/0uiCqlLDDsKsI0IlIfoSojeSaOIR5gOhmq1UsQ5BCFFAkG4x5cThcLQR3DqJKaddKomOjkkFX1DMm4TZgLc36nfXvs3p543ikCMKIX5Zmqhypj5rJNYqbvWHpn1pSNFrzjVthsZ7Q72kpQXomp9F1/ys5GJXZdWXO5g3Zx0fzVnLI3+Zz7Yt5Vz+80O55KoJZHh2uilhJuV8QClVKFWoKrt2VhCpMT2gImkgNUCkdpKNoAghRKBTZ4kbCg+Srv3JZRrpUlDrWs12dvEalXyFUhkjr5BJBvvRhWkEiV943eFwtCr7QpO6D+GUxA5MhCrCFBGhjBC9SaMrxiovQjXbqGYzaeQSok+j6+ApNYTZSA07CNKdID1re1tq2EUVRQRIJ0S/2lmuie+v9v6bCJBDOn0QQvaacqpYB9QQoh9p5Nj7R9jBc0Qoi5HrqxXbeeu1lby74nLrkrgFSTg4q5r4sjZmk9gyNDRs3tiQdhKxizBoSD6DhuRz5oWjAfhq+TZu+dlb/POBBVx/57Ec/82hiAiqEdat3sq8uUuZ+84a5r6zluKdFYTS01DV2g7b2t5ejZ4av8qKarr1zKZPQQ69++XQp5/5X1AwhxEFF1FY0J++/fqyO/O/VNolfuqnuIIKFiOE6MoZ1gzB4XA42h9OSexgKNWUMJsKlhBmE94eNyETIQ2lurb3JByuIRRKJ0QfshlDJw6NGWor41N2M48wRShhz51CdugvUm+nkwCdAKxC57Xgq3//6BVGsdR6ey6nkUcNg8nkmFgF0a5NWF5aSY/encnJzYhmgF2/0Co3Eoi5RLxrpdf2MoYhEg0rte6iikbXUPSGJ3oP8YkrTtlKSsGMty+UOHfi3KPHiRQ773rwySo4ieJLdP/mUBfX4GH5PPzy/zF75oXuLwIAACAASURBVNfceNVMHvnLPLr1yGbuO2vp27cfA4cHOXRyIVf9ZhKDhubbXsP4/DfP2StVVbiGzRvK2Li+lA3rSthYZP4vXjCfR9fNYuP6UjauL6ZTTjqjDu7NxKMKOXRyf8Ye0jemRxOgnAVU8iUZDCCHYwnRcw/T73A49hj3zZZSnJLYwShnESW86eunVKCYWayvv/QFM15azoez13LmRaO56U9TCWevI0gfMjFLroTZxpMv3MJz//icqqoaqsMROuWkM+304ZwwfSidczJ87xOv6MXfP56qqkpKdhUjYnqdJCCEQgE6dU6nhp2Us4RiKkmjS60dItQgKFWVVQSDYhQ9QDRMMFJm7wd1ipxVnETq/KJmhARrF7/W6OQSPH5R+dWr8EYj0Ji4jGdzZ+nG2xnWWlP6hPUqTfG52tRW1KtQ7mlcDREft3LU1AG8sfBinnvMbKf+81sn06N7b7JzKzz3913d0nemeiiURr8BefQb4DdMbOJSVbZu3s2CjzYw9501/PaaN1mxZCujx/dh4lGFHDa5P+MOKyArO0SEEspZRA0l9DBz4RwOR2vilMSU4pTEDkCESkqZQyUr7VBtLKrKiqVbef3F5cx4aTlrvt7JcScP4eIrJ3DPP6dzy8/eYtr4h/nrU99i5JiHSKMrAG/P/JRfXf46N9w1ldy8DEKhNLZs2s2//7WE6344gyknDmbqN4cy6uDeDB6W77Msirn3jm3lrF9TzPo1u1i/ppiiuOPtW8vonJtRN5yoSmVlDQeM7cWp54zk+JMOJitnMQHNRQjamctKSXElD/zpY4aP6l7bbgRiek4hRpHz9Op52xn19DbGuHuUyng/L/WuaTIN2QQmE18qW8293wIHgwHOunhM7Xl5zIZFqZdHROjRqzNTTxnK1FPMwuWlJZXMe28dH85eyx3Xv0vR2mKefvM7DB6aD0ANO1Muh8PhaAZOSUwpovHDX44WRUS0pfK8pKTEd7X6YmZSwizfa+bOXsO1l75GeVk1J3xrGCeeOoyJR/YnGIxV6J5/YhE3XT2Tq66fxEVXjGPxgk2cc8Iz3P/8aUw8sn+9eHdsK+PVZ5cxe+bXLFm4mc0bStn/wB6MHNOTSERjFMGMzCD9+ufSr38X+vbPpV9/syRK1K1nn+x68oTDNcyeuYoXn1zMsk8q6N6vhklH92fc4X0pKw2zctk2Hv3rp0w+fiDX33E0nXPMzigSqetJ9FLbq+gz/BuRECoh/2t83BvCXNPUnsT4YWVDeUkmWTmVtJ9W0X/f7HhMuhvpSdRq357EhvM/+amRD979ETNeWs6zb58LQIhCenAJ1WwnjS4EqOtFN7OqdyFAgC4Jdq1pmER1u73j0t2xSCbdxjbZf+Xa8f1F513TIqI1SOAqPlbV8Xv/zi2PUxL3Mq2hJG7nacr5vJ77S08t5oYfz+TOh0/i2JOGNPDyMvJ+vXI7V3znFbr1yGbxgk3cdPdUTj5juCdc4pdfSXElSxZuYsnCzYTS06wCaJTBumHpRPZt/kpSlB2bg3z43lI+nL2Gj+cWkZuXwX7DujL1lP044tgBsVKpEohUENBqa39YR6TWRjG2vy8CqGSiEqiXwohn7+Z4iROlpFYZqZffTUt/nbLUVPvCtkrDzzlKrJIIvulXBduj7J//gXqXJIzLT4byMAf1upu5q6+ga9cupJHDuqJVVFVWUTAgj5D0Io10QKhha62JRYDOdpvCIXRiIuKz3aMfTmnoWLh0J8YpiXsXN9zcAYhOFImiqvztD3P5x18/5uk3v8OIUY0Z3Jv6OGhIN16ccz533zyHE741jJPPGJG0DDm5GUw8sr9vr2P8ffzdE9nXQWZWOieeuj8nnrp/nWOCniREiKR1MuqhRhA1y6WopAEBa3anQATRCIigBGsnuKjWKTJmuDnNKHu1ayR6Jpj4ukdnSvspRIl6shKlX0h8zb5INC1+iqI3/fFp9km/CBCMy38bVhKXpWTzMisrxKGT+/Pvfy3mvMsOojxcysmHPMLG9SVkdwoxZHg3hh3Qnf1HdmfoyG7sf0B3CgZ0gUApFSylgqVEKCWXE5K6n8PhSJL20hy2EZyS2AHoxCSqWE2YTVRXV/ObH81g/vvreen98+lbkNt4BB7S09P42c2TW0jSZEi2BUiit1YCHntDj9ImAqRZxTHunvGzaEVi/8fL5+u+Jz3J8cpRe2wRG0pTExXjRM+l0fs0zk9uPIILTnqWGS+v4ItFWxg9rhfvLr+UcLiGFYu3snzxVpYv2cqct1bxxeKtFO+sZMjwbpz4raFc+pMJkDWHGt1OOgPJYhwBSd8jeRwOB+2zSWxFnJLYATDL3Wxgd2kVPzjrJcJVNbzw7nl1y8K0SxL1SDkcqWH0uD78Z/4FLFmwmb79cxk52vTIZxFi3GH9GH9Yv5jwxbsq+WLRFu6/ax4nHfIYj75yOv0HLaSchVSyknzOa41kOBztizaoJIpIIfAY0BtjwXS/qt4dF2YK8DLwtXV6QVV/uzfl9MMpie0UJUIFS6hkNWV8ypZNpVxw0jOMGN2T2+77BqFQc5dh2Vcwi3L7txd+S8dE5zr7XaN2kDPWx4xMxy6ds2c0tKSNw5+G8mzPF/puGKFvQW7C3vj4u+d2yWDCpALGHd6PR//6KdMnPcG9z5zKIUcUUs4XbOd5zBqkQpgiwmwkQAYhCqmkC9Xg2VawghB9CGkfe6cawqwlrJsISh5BCkmjM0qAatlK2K5qEKIf6RSSwX5ksF9MmVZqatuMKtbabQ0zCFFAGnmAEGEnVawjQjkhehOir706QhXrqGYLaeSSTiEhCsniAIJ2NQSHowNTDVyjqp+ISA7wsYjMVNUlceHeVdWTW0G+hLRbJVFEHgZOBjar6oHWbSxwL5CJeWg/UNWPElyfCywFXlTVK6zbFOAO4C1V/bl1mwV0jhqtish44A5VndJiiUuCnbxMGfNrz2/75SzGTyrgpj9Nbdbsyn2RxKn0W2cwqgbGDwuLDeGnOtprm5SffnZ3fgtlOxrHa9cZ/yyh4T2qU3X/BETX2/SZpCaSxkU/msCgYd343ukv8Os/HMOZF46mnE/qhY1QRiXLKCcDqKiNc8um3axY8iUrl25lxZJtrFi2jRVLtlFaUsXBh/bhkCMKOfXcUQwakh8TXxVfU8XXlDKbXE4khyNr/XbyEmVxMpj7L49NtSrFuyrZtmURuV1WkJefFbP6QA27KGeXXZP1f/TiatLokjivHI5U0gabUFXdAGywxyUishToB8QriW2OdqskAo8C92C6eKP8AbhJVf8rItPs+ZQE198MvBPndjlwJHCLiAxX1WXWvaeIfENV/5sq4feUSr6qPS4vC/P6i8t5a8mlHUZBTHY5FUOi3qgk8qrZ+dnIxAtHM2ljvbG+5cO4TTlhMM+9cy4XT3+OGS8t5+DD+pGZFSQjM0hmZrD2OBKJULRKWbRwBSuWbuPLZdsIpAUYOqIbQ4fnM3RkN6aesh9DR3Yju1OIjz8oYs6ba5l+2D845MhCLv3JRCZMKqhX90uZTYRKhABKFWUsTJiMTRtK+dvtHzDnf1+zfk0xAN16ZFO8q5LinRXkd89mv+HdGDG6J9fcdCR5Xc2+3UqYKtaS5ZREx95gHzDTFpGBwEHAhz7eh4nIQqAI+KmqLt6LovnSbpVEVZ1tH0aMMxAdG+qCeRD1EJFxQC/gdcA7rT1g4/DuawbwR+A6oM0oid6dQGa8vJyxE/vSq0/nVpRob9Mcm8SWHp50OGIZOqI7byz8Lv98YAEb1pVQWVFNZUU1FeXVtceqyqgxQzjo0H6cedFoho7oRn73bFCtt4wTwHEn7cexJw3jZ7dM5plHP+PqC1+la7csTj3nAIaP6sGgofnUVEcoL9tC2e6VlJeFKdsdprwsTEVZNWW7qyj3/N+6aTczXl7O/10wir88OZ2CgV3I7ZJZe79IRNlYVMLKpdt4/vHP+eHZL/PYf870LJ7fbl8zDkeU7iIy33N+v6reHx9IRDoDzwNXqWpxnPcnwABVLbWdWC8BQ1tM4iTpaLX3KmCGiNyBUfgOjw8gIgHgTuA84Ng47weB94G3VXWpx/0D4FQRORooYS+ihK0N0Rp2UkQZ2wjSgyDdqWYLoDz32Oeccf6opGJrP0pSAKWmSalpKPUJ/VRTZI/oaDpi89/Pb2/0KDZ3clRsacrKCvHdKyf4+kXdyksy4taGxCzPpOK/1BMRsrNDXPjD8Zx32cHM/PcK3pnxFf95dimrVu4glJ5GVnaI7E4hsrJDZHqOvf9zu2TQpyCHn986md59/devCwTqbDMPP3oA3zn+KR7+83y+d/UhhOhLBoObkUcORzNpneZ4a2PrJIpICKMgPqmqL8T7e5VGVX1NRP4mIt1VdWvqxU2ejqYkXg5crarPi8iZwEPAcXFhfgC8pqpr44dnVHUGMCNB3LdgehOvbUyIkpLU6JFKNdt4onZLsMrdGWwvKebt1+Zy4LjeDNwvjx3byti4Go4+bjTlJUH815mL4u2V8LPNa5vKUOVuv1naatc7tMdxL1+vuX7dUWM2bH5KQaomrTQd/3S3f2rTrdFOfa9CWGdfuveeTbxdZFQWb5mLV1obq3/eMGrT7BeXdy/x+HIutYeTjx3N5GNHsyd1uTzJZmvI0IF0zetJeUkmlVSRwS4CZDZ+oQ+7d/vv897eceneA9rga0qMMvEQsFRV/1+CML2BTaqqInIIpiNr214U05eOpiReAPzYHj+L6RmM5zDgSBH5AdAZSBeRUlX9RUMRq+pbInIzcGhjQuzpSvrGzqeIMhaQzsZa9y+/2M5lZ/+DQUPzufPmLYTS0ygYkMvoibnk9QwDYRvSTxlqaLeLtqsgRqnXy5LIJlH9ZzzXpjyhDVnbTH/9dHcMsnIq7LOs9vVX0kBaeuJKqmnIjjZgt2D0ktwONX5xtRQ1NRFeee4jfnT9JbZsVpDOZrI4oNlxdsSdR8Clu50xCTM6+bmILLBuvwL6A6jqvcAZwOUiUg2UA2e12PZsTaCjKYlFwGRgFnAMsCI+gKqeEz0WkQuB8Y0piB5uxcye/qqxgM2lmu1s5UFq2BXj/smH6/nl9+bwkxuP5LRzDkS1hkWfbmLmv1cy7fT9E8TmcDgcqaOivJqqymr69GuXL3rHvkAb/J5X1Tk0Ipmq3oOZbNumaLdKoog8hZm53F1E1gE3AN8D7hazYWoFcKkNOx64TFUv2ZN7WjuCLXskeKK4qSHMRkp4p56CWF4W5qrz/80vb/0m3zjDrFsmIow6uDejDu7tG5v/TN5EHy1tbMZoUiROT1NTv2+mv2OgJLbJa/klcPYmibYQ3HObyJbE7FU9cK/cy+EAXDOdYtqtkqiqZyfwGucTdj5QT0FU1UcxS+k0dJ8pcef14t9TKlnNdv5JhNL4u1NTU8Nvr/kfow7uxZQTBhFdS62OprxIUrV1XFugOWkR+/50u7XsE4iAptmlzr0/ax6wz00qamaZbfCali7LsXbMgQDUVEdY/dV2BgzOI408ArjtBh17ibZrGbTP0p4+tdsdSoQwW9jF6zEKYnV1hC2bSvnw3bV887DHWb54C7fcczz1X5QBz3/vL1EtEs8v2WvaMn5p8VsW27swdlPzzNGqiH1mkgYSBAnZ/2n7mIIIzat/DV3T0mU5XvlUsrKD3HDXsZw66XE+nrueMGso5h1q6JgTMRyOfZ1225O4r1POYnbyMhFP47pgXhHfnf4cWzfvJi8/i+69OvG9q8dz5oWjCQQk6dmHjgTsc0qFw9H2OP/yg+nXP5eLTnmOK399OBdeoZQG3yZEId042+2+4mhRXDOeWpyS2EYp5q0YBRHgNz96g1/edjSnnXsggUB0GMkNizYN/z2dBbuFmmthHI495tiThvDinHO57oqZPP3wZ9xyzwkcehQU8yZdOAkhRDXbqGItNewgSA/SKSCNrgn6+h2OJHHFJ6U4JbGNolTGnEUiEVZ/uYMjpw4kEDBuZp049Qaz/6PuAaf0xBO/tFydU51HSvJMk7CJc8/GsS8Tv25jLPvt351/vnEW/3n+C6489xUOndyfX/+hlF59PiaRrWSATnTmKHI4osWkdrRzXLOaUpxNYhslRB/PmfLEfZ8yaGg+PXtn47U99FokmaDRXjKnICZEpO6HfVXFue050Z1A4idVtO2FyR2OplHf5tdrDy0S4OQzRvD2kkvpU5DD1NEP8OCfPqK6usY3tgi7KeZ1Z8PoaD7SCr92jFMS2yidOYw08gAoWlfMHde/yx8f/Abxu8B46QDlNfXEKIYu9xyOPcO/FerUOZ1f/v5oXpxzPm+99iUnHPQQ789anSAOReut0uBwOFoDpyS2UXbxOjVsByLcf+dHfPvi0Qwb2b21xWrnOPtOh6Ml2W//bjw54yyuvuEIrrnoVS6e/iwrl8VuTStkkEZuK0no2KdpjV7Edt634JTENop3yZt5763nuJOH1A8kEjOIGUVtDKh3/+JkiB8W9XNvDySq1alMf0MtR3S/4faSn47kSaaMte9yISKcfMYIZi37PhOP6s9pRz7Or3/4Ols3lxGgMzkcixBqbTEd+ypOSUwpTklso6TRtfZ4w9pi+g/OJ9bmx/4krfanCBq1DYquE5e0jZ2f7VyEusVy20tt8NpMefMzil/6m2NH6HePWHut9pGfjqaTqIxBRyoXGRlBvn/NRN5Z9n1C6WkcPfI+/vz7N9hU/io1lLe2eA6HA6cktllymUqQHkAa2Z3TKS8LW58GPmFSPvmiI5DM5+Ce5mcH+ux0OJpI127Z3HjXVF6ZewGff7KRo0f8ncWbb2Qr/6CcZXZHHYcjSVxPYkpxSmIbpYS3qGYboHTqnE5ZaVVri9SBcS8ph6OlGTQkn/uePY3jThnCn3/3NpUsp5jXCVPU2qI5HB0WpyS2UarZXnvcqXOI3SVV/vaFUbvDJtke+iGeUbC4uLQGNJLg/hF/P01kE9mQ3VUKbbIayhdf9wbSHyObo22RqMy0Zfu+ZGxiOy4/vm4Szz++iE0bjF32Vh5hG0+xm0/QmL2iHQ4fXE9iSmm3SqKIPCwim0VkkcdtrIjMFZEFIjJfRA7xuW6AiHxswywWkcs8flPsdX/wuM0Skfme8/EiMmtP5Q/QqfY4u3M6ZaUVCBGrsHl+5qZ7PsSs0XUXte68VplSAlQTIIxoFaJh+6tCqCZANULUrRrRMBABUfOrtbvyTtiId0+17aOa/KrNM0/e+eaXeiq93/07QGuwz5HIhrYt29H62aV2sLdOI/To1ZnjvzmUV55eAoBSTgWL2MnzlLGglaVztGlaQ0Fs59W13SqJwKPAiXFufwBuUtWxwPX2PJ4NwOE2zETgFyLS1/pdDhwJpInIcM81PUXkG6kUvgvH166T2KlziNISM9xcr1ym0P5QPP8T1QFzrvYXf41RzKR2okdzJUgF6pGLWnlbXy6HI0oHe9s0gVPPOYAXn1xUz72aTa0gjcPRcWm3SqKqzgbPmK11htoFuLpAfWMXVa1S1eieeBnE5lGAui4Lb4v+R+C6FIhdy24+rF0nsTq8d4ZYWn+Qq/UlcDgcrc/hRw9gU1Epa7/eGeMeIKuVJHLsM7iexJTS0fZuvgqYISJ3YBS+w/0CiUgh8B9gCPAzVY0qkw8C7wNvq+pSzyUfAKeKyNFASWNClJT4B4lQRSXLCLORcr4GslGNsHGNMPLAIZSXxDaQdSqVGT6t3J3R2K0bRiPR2OI9gIhvXfAu3OElEh1Sa3IFanqt80137fB5nLP3Pn5DzgkVVYn73/rs8fPeR4lNd2PPrO08rz2hIz7rsy86gjkzt1A4aCggBOlFDftT0ngTu8+ze3fH3JYwJeluH1W+zdDRlMTLgatV9XkRORN4CDguPpCqrgVG22Hml0TkOVXdpKozgBkJ4r4F05t4bWNC5OTk1HNTlM38pXY4JaoOrvl6J+vXr2PwyBDiu3ZY7B7NWTnN3c7KvmwTTYARqVW84jxi4hDUqmYBkIAnfHQIuqHewua/1BOmW73398ibcJg+foHjtqccemn+8963iU33vvXMmktHe9ZTT+3DTVd+yIVXFxAICLCKTHaRGbOvffvF7z3REeio6W6rtNvh5gRcALxgj58F6k1c8WJ7EBdj7BAbRFXfAjKBQ5sjWITyevY24XAN1176GmdeNNrs2Zzol0oauoeIUfxift5wAVTS6tzNRfaXzALSLfBS98gWI2+DMjRFZkfr455Ze2T0uN507ZbJP/72ca3bTl6jhNlUsbYVJXO0adxwc0rpaEpiETDZHh8DrIgPICIFIpJlj7sCk4Avkoz/VuDnzRFMSMNb2kpLKrn6wldJCwb4+S1HNSfKfRBnk+hwOAwiwi9+N4W7bnqX2TO/BqCGbRQzgy3cSynvt7KEDkf7p90ON4vIU8AUoLuIrANuAL4H3C0iQaACuNSGHQ9cpqqXACOAO0UkOm51h6p+nsw9VfU1EdnSHHkDZNBJJ7Jb5vLe26v46cX/4fBjBnLvM6cSDKaZYVPfL5bmziSOp7Gh4ASoJuiZS2StSGKRE8blcDjaJqlqf/wpGJjHX56czi8v+y/DR/fk3O8fxMQjC8nulE4J76BAgHQilBNmHWE2k0YO6RQSIB+IUM0GqlgP1BCiH+kUksEggnRrMbkdrYh7haQU0T1ehNnRFEREE+X5Nn2EW254gKcf/pzb7zuRY6cNoW4ydW0M8THWKlblJVkeuyXTfDaNJs6ibqzsxCh89lgjoGEkujCNRPvrFVH1nNe5GwIJFcjykswOZ68FLt0dibab5kRtU3P2O69PNN0VFdU89rePmfHychZ9sokDD+7FoZP706dfDnn5WXTtZn559n9WVqiRmIU8ptOJCXskX0tRUlLSIW3zkkm3iKCqvgVr/H6i83/XIqI1iJzFx6o6PqG/mQz7GNAbU2nuV9W748IIcDcwDSgDLlTVT1pO6uRotz2J+wpKhDAbqNSVzPzff3nm0UXMXHAh+d2ygBrfK2KOJBDn10APXiOSNIdkpn/EukSs6mpnH6vXN2Dji50go6S5HkaHo83ht8tNlNQaa2VmBrn0JxO59CcTKdtdxYfvrmX+e+v47OON7NhWXvvbub2cndvKkYDEKI/9+ucy9pC+jD2kLyNG9yQ9PY1i3kJIJ53+BOmaMlkdDh+qgWtU9RMRyQE+FpGZqrrEE+YbwFD7mwj83f5vVZyS2IooYbZwr92bVPnj9XP4zR+nWAWxA+IUQYfD0QjZndI5+sT9OPrE/Xz9VZXysnCM8rj6q50snLeBJ+77lNVf7uC0cw/kyl9PIlL4DAA5TCGXqXszGY6Wog2+RlR1A2ajDlS1RESWAv0Ar5I4HXjMDjXOFZE8Eeljr201nJLYilSxpm7zehH6D84zezT7kNDypzl2fL7XNM8msekWSQGUGr9BczRhWiKgLTCT2+HokOwNO+bmjmjsOSJCdqd0sjul069/F8AsT3HupQcBsH1rGffd+SHHj32I6WeP5NpbJ0OXOYQoIJ1C0ui812V2pJDWeU10927PixlOvt8voIgMBA4CPozz6gcx0/bXWbdWVRI72uzmNkX8ZvWHTe7Pe7PW1u6gXPcTIA0lLcav4Tn43r1sPbFpdD/j6C+6R3P0vCbOXevOffHbk9num1wvHrWSBYlIGkrAkx5jn+hMZB2OlsS7z7Xf3tdNrYD73jog+d2z+eXvj2bW0kupKAtz9nFPsWN7Cdt5go38nu0829oiOvaE1lkCZ6uqjvf8EimInYHngatUtdhH8nha/Y3olMRWJJ1CxLPN1GFHD+D9t9cYpVDS4n7Rdf6CICH7C1qbxOj6cN6fl/oqZ93+yxHPz+tX5w4k7MWrc41/4Yj983mNBAIgaWggiAZCaCAdlWADt3G9iA5H6qlfZ5uu7Hlrd3wb1LbrbPeenbjjoZM47OgBnHn0k2zdbHb7KGcBu1lAhLY4UcixryIiIYyC+KSqvuATZB1Q6DkvwGfrYBtXgYj8VEReFpF5IjJbRP4mIieJSEr1OqcktiIBMunFNeRxOlkcxKAhXelbmMvf/hDfC90xSPxKadsvG4fDsW8iIvz69qM58dRhnDH5CTasN1v+7eRZNnAL23iMCP4mQA5HstiZyw8BS1X1/yUI9gpwvhgOBXb52SOKyCPAw0AVcDtwNvAD4H/AicAcEUnZ4srOJrGVSaMTnRhPNuMIy3rue+5bnDLxMYYf2J1jTxpiQ6V2LbJUxtasuPxsD+1Qs39cEdz3jMPhaAlEhGtuPIrMrBBnTH6Cvz39LcaM7wMoFXxBKR+Qw+EIjS2r42gTtM0+hUnAecDnIrLAuv0K6A+gqvcCr2GWv1mJWQLnogRx3amqi3zcFwEviEh6NN5U4JTENoIgZDOefgXF3Pfst/jut17g+dnnMGR4dMHXRIbgidwlzj/qLMY00XcPZu81GmuWHjUW9Bn29VcUNaEPBBJ4BYhaLTbl/g6HI1na5mSTtsAPrz2Mfv1zueiUZ5h2xnB+fstkcrtkUsIblPA/MtiPrpxGGrmtLaojEW3UPFZV59CIZHZW8w+TiKtWQRSRHtZti8e/CqNopgTXPdNGUMIU8z+UKsYf3p/f3HEspx/1JE899Blm3dBEpb8xd699kD2XQJ2tY9Q/xv7R2D0qQcDaPSbY87jxOhlv90SdfWU9uRLdP5jw/g6Ho6nE2w3GtxMdl2+dfQBvLr6UcFUNR4+4n5t/+iYfvLOacDhMJSso5m3Url8bjpSwadd8lq55kZ0Vi4hQ3srSO4C9P2llL1cZOxx9o4hsBZYBy0Vki4hc3xL3cz2JbYQIYcx6m4Yzzh/FyDE9+dklr/HCE4u4/f5pDB6avwd3SFCSG1K8av1SOcEqUY9nQ/d3OBwtg6tj8XTNz+L2+6ax5Ieb+e8Ly7j5mjdZ/dVO9j+gOyXFD1Kyq5LinRWUllSR3SlEp5x01Ya4ewAAIABJREFUMjKC3PHwSRw1ZRydOZxOrb8GsqP9chVm+HqCqn4NICKDgb+LyNWqelcqb+aUxDZCgEwCdCZCaa3byDG9eGXuBTz85/l889B/MHJMTyYcUcDEI/sz9pA+5HbJ3EvSJR6iarpNYqvP6Hc4HI5GGTm6JyNH9+SaG49iY1EJXy3fTpe8THK6ZJCbl0FObgZpaWYw7n+vruBH57zMtNO/4Je/L2JQp2G1u7jUsJsw61BqSKcfaXRpzWS1f9r/d8/5wFRV3Rp1UNWvRORc4A0gpUqi27t5L9PQ3s1htrCb96liLeG49TOLd1Uw//31fPTuWubNWcvnn2wkFEqj34BcCgZ0YdzhBRx7wlj2H5OJpLwHTuP+e71il9aJDVWnXMb6pdW5pEDWtruvbcvi0t1RUMpLMsjKqbTnntqkcXaE0fqkkTp3ib8mQu04WW14H9vlNsC+9Kx3bC/nhh/PZP576/jmWSP5/tWTye/RCaUsJlyAXDIYRC5TE24H6PZuTkyDezcPEZ1/Z4uI1iDyrYb3bk7pvUQWqeqBTfVr9v3ao5IoIg8DJwOboxkmImOBe4FMzLjuD1T1o7jrxmL2S8zFbJx8q6r+y/odADwILAcuUtWIiDwKTAUGq2qliHQH5qvqwAZkS6gketnCA1SxKqG/qrJzeznrVhez5uudvP/WKj77cDc7dm3m+G8O5fjpwxh/eAHBYKrNTv0mvNQK5XFO4B7vlwL2pRdJKnHp7ihElcS4NKvfB5gHv3qmWrf2ab1r7HqsbYh98Vl/NGctzz/+OR/MWsPDL5/BkOHdfcNlMoJunFt7XsNuqtlEgM6Ul2SQm2N6HJVqwmxEqSFEHwKk75V0tAZOSUziXiKfqOrBTfVr9v3aqZJ4FFCK2QcxqiS+Adylqv8VkWnAz1V1Stx1wzCTjFaISF/gY2CEqu4UkYeAXwBnAStU9XWrJB4D/F5V/55KJbGaHZTwNlWsppqtHp800sgBhBqKwRpRA5QVZ/DlytW88cpyZr6ygvVrijl0cn+GjujGfsO7c/jRA+jTr/Gv0wXziigtrkQCQlpagJ69O9F/cNcWUDhTw774IkkFLt0dhYh/mlUTjqwpJKUkxl4TbDM9iFH25Wf9zwcX8PtfvM30s0cyYVIBXbtl1wsjZCMEUCIxPY4SyUcCYcy+XGX069+Z/fbvBgghepHOIHKY0u62EEyJkphoFcIWRKbvVSWxBtjt5wVkqmpK12pqlzaJqjrb7o8Y4wy1axd0wWclc1Vd7jkuEpHNQA9gJ2aMNLp3lbeA/gm4WkQeSJX8AEG60pXTAIhQTpgNCBmE6I2QBkAVG9nCX2qvERFGHdybUQf35pobj2L9ml3Me28dX36xjf/9ewXXX/kGx540hG9fPJrDJg8gEIitZ5GIctuvZvHik4sYNDSfSESJ1ETYVFTKxqJSBu6Xx5AR3RkyohvDRnZn6IjuDBqWT1ZW08pkTc3/Z++8w6Sosj78nqrunp5IThIkCEhGRVRUTJgFzGJcw5pdwxq+3XVXXV11Tburq5sx5xwwZ1TMARFBFEVQwpAnT4c63x9Vnat6ZqAnMNO/5ymYvrfuPTdUOHWiRSgUJewcgQIfpWUFm7lieeTRXuHNuLXdCKp5HPfL8ey2z0BmPbaA5x5dQHVl44Nyd+3Si3XrV8V/L5y3miN/MYbLb9ibMCsJs5IolXTj2OYYeh5tGKpqtiS9dilJBGJJtGclSRJHAC+TiPcwSVV/zNJ+InAPMMpRLW+Hra7+FviFqkYdSeIs7ACY7wDP0QhJYkVFesrGTUcNX1LLfCKspr7aT0FxzG7JdIK/WqiTMWDj+jpenfUtLzyxkLrqCAccPpz9Dx1Grz4lrF5VzR3Xz2FNeQ3X3rE/nbqkOsXU1/lYtmQdPy4u58fF6/lx8QaWfr+B5csq6N6zmO69iohGLcJhi3A4SjhkEQnbRzgcIRJWmykM21IMv9/AHzDx+YVIWDngsGGccOZ2dO5aSFNRX12QNO+Og7Y97+TnSm4Zj7Y972aAWok5Z4RJTbYAlqRiy5EKSmobjf2TqqqOVzkfoG1Fotjh9tpB+rwrK+o5bfrjXPm3fRk1rme83E8f/PShkPH42kH8xurqaoqLi7OeU1ZW5i1JHNpKksRpLSpJLALCqhp2fg/H5kGWqOpTOafXgZjE24C3VfUJETkaOENVp3i07QO8hc0MfpCFxt3YTOIX2Cl19gQ+yoW6ualQwqyr/J7C0lp89IhLHBVlPY9TyxeJc1WZ99lKHrlzLk8/9DWduxaycX0dM04bx8V/3D1NMij05BL8dAYgSgUhfgYs/PTFChfx/eLvWbHyJyRQgS9QS2GgJ0WBPgQLivEH/JiBaiSwloJAEcWBwQRM+2FWz8+s4R+sXlXFrX96j6cf/JpTz5/AGb+eSElp4yWLW7JKanOQn3cHgUYJVfgoLK2Js3aJUPOGK0MnGkWSQtPHQuIqihrOB6AmmMVcOpLlEh1urx24zfvRu7/kof99wZPvnJjhnOijJ724IKXMjttoblE2jJutbh4q+klOfXsbB5naokzibOA0xyxuG+Aj4AFgJPCxqv4mp/Q6EJO4EeisqurkUdyoqhmfXiJShs0gXq+qjzVA426HxuMi8iAwB7ikNZhE8L7BImxgI89Rz/dxqWIM0Sgs/mY9nbv66dk71b7FpBul7EYxE5tlvAAbeIEaPkWp48fv13PTH2bz3utL+PVVu3PiWY2zv82/SDoWOtq8xQpTXxmgsDTVS1YBFXeLoWQmMbWNgWVsOaYdHW2vY3CbdzRqsf92Mznvt5M49NhRGW0CDHZMkQwilBNlPSD46EmA/gQZRpCRKRLntoY8k9gIWiLzVHWM8/c1QFdVPddJx/dprC5XaJc2iR5YDuyBzQDuja02ToGzyE9hO7xkZRBdcC3w/GaOsVngozPdOBHFIkI5IZYBip+++M3eDBhpEqWSEMuIsh4f3fHTH5NMQ+tcwqKWaj4kFkR868FduP2B6cz/YhWnHfo4Q0d2Z+fJOUtBmUceWyaySffc8qBnRfsUCnQEmKbBLXcewokHPsyrz33LiLE97WNMT/r0KyUk37u0UiKsIsIqaviEzhxKMTumnWEh7Sn5WtvlgXOF5Jt4b+AmsNPxiYi7V9pmoF0yiSLyELbqt7uI/ARcCZwO3CoiPqAOOMM5dwJwlqr+EjgamAx0E5GTne5OVtUvaACqOl9EPgNy6n6eSwgGfnrjp3dGnUkphYxs0fGEWUVylpkYRo3vxSVXT+bGy9/iidmZqpX2iyy5c7PlrnZlFLLl4c1ljl6Pvhoar1ddh3aecF9LxbSlhmnbLABqoS4qZ0VsT+aMpVTQCHa4m1ztWRPR5Gs5jxjGTejDM+//gk/n/MyCL8uZ+bePWfBlOaH6KNuO7ZFgHMf2ZNvRPSgqTlU1V/Aq9SxDsLAIE+ZnoqzHpAsB+hGgP4WMdSJobKFo/5fPlyJyM/AzsA12AG1EpHNzEGu36ua2itZQN7dVhFlBObe71kWjFvuM/i9X/nUKex0wJGs/7Ucllf4R6NidacICLVEem3e9x0s12wdlrhKOJtu0JfetiBVBsJLs4cRpodj5uSWjTWPH1X72Ox1e+x8ltNGXpm4WUAtDa4jZJqr4UDFBLUQtEDPJPSVp/Y0CNObU4tg3ihO4ITn8vWIgdgtcmcpNgSqpH4axccTsK1MlWu13r7OjqfNevaqKhfNWs+DL8vj/3y5YQ+++pTbDOCbBQA4c0iXrh7dBEb25zHF8bFnkRN18a7MMLSvk4BZVNxcCFwB9gDtVda5TPgkYoqr35ZJeu5Qk5rFlwEdvCtnOcapJC+trGlxy9WRu+v3b7Ln/4A4kTUxG6pqIW/kmrUtzrmVqdh6bUjLzYzgMilubPFLhrKG6MfyxLEextbMQDcWX0nJe8JJ0rg17/SWlj1TE6iQeg9VtzzYV6fQSY/OO+phHQ+jRq4QevUrYfcqgeFkkYvHDt+tY8GU5C74s57G75/HV53amrmkzRjJtxkhGjOmR8Wy1qGEdDxNkOEGGb3lpBNv5ZaSqtcCfXcrnYPtF5BR5JjGPVoMgdOVILKYSYhlruZtkhuGgI7bl79fN4aWnF3HgYcNbbZx55BJ5hjB3aOdvwzw2Cz6fwdARdjzbacfYpkSqytdzy3nm4a85ddpjFBb5mDZjJNNnjGTwsG7xtnUspI6FCH56ch4+3LPG5NHyEJF5pD5IFVgDvAncrKo5Fb23I2vVPLZUGBQQZBtK2D213BAu+9Me3PyHt4lGc26P2waRPWiye4XXumRjIHLFqGUZb1zV6ULbc8xu6ut2CE9zE/f1tNfSpU4kLjHM7CnqQccCjbqUO7RcSy3vMWcznXGtkywSQ68x55EriAijxvfid3/ei/d/OIebZx7M+rW1HLnH/Ryw/Uz+dfMHhMOJ60MJU4+bQ0wbhbTS0bI4BJiadEwDLgG6Q1J2jRwhL0nMo80gyrqMsr0PGsJt177HMw9/zeHH5zRveRuEhxpWDFAl3TLRvU0DfeX8iWYk9Z2sBjdQ/I5FmyLOy99WWyZsFDODbrdz6Zg6SZvsvHlOYdK+pqj+EvtvGQGiRsRRPVuIKioGYgh2Fi7LCXtjO7KomKTa+yV6VCdMSuq+2TaI9q+EVaL9O9ueWEndJ+iJRhCtQ5yx2DTFKa+1rSBj5WLbVwomliGpa6OW81EheYeWHENE2GGXfuywSz+u/MsUPpi9lCvOf5VBQ7uy//RhSWduYbKkdn6ZeCQB+RH4XEQ+zzW9LWz382ivUCLUMj+jXES49JrJ3H5dzk0t2iiSP08N4gyVOB6sYqQd2Z6IHn3l/CmaTsN5rMTHa6KGDzV8jtOK4dGmnT/dHaS6jNi5lCXFccdt/7EZb8OHGgEsswAVn91ODBAfahRgGYWoUZBY54xrxtmDlP5jTCMp56uYNrPpdZ05DlWp87HnIhp2Rm5haBhT6zC1FkPrnXLF0Aim1mNadZgaQsV0WRsS48qj2WCaBrvuNZBpx4zgo3eXJcrpTJBh3g3zaGvIOU+XlyTm0eYxaa+BrCmv5uelG+k7YAszos4jjzzy2EKw4279+fNv34r/3iKV/+38e0JE3MLsdQFOAGbnml6eScyjTUDwEWQUdXyVUWcYwqS9tmbOmz9y1C/GtsLo8mg63FTjMXTkWIjZZt/EdZFYmBoPG0/X7hz1rTRV4ODSmYgd1tDtbPGhGnWpE89ZGhrGEtOddj5+Yotgu4lbseDLcmprwhQW+bHYwEZeooRd46le2zza/2VyS9pvBdZiJwr5T66J5ZnEPNoMunIMIXYhxDIqeRMlkeB+170H8t4beSaxfSDmoOJmN9kB7BI950+TmSFLfA6TqI69otOvKkIY0ZjS1mYKBQWttdXTkqzmV8fO0SseYmxcmQFzErayyR8FJoovqdyKn++LVCGoE9fRHodoFIMoFmnmCGrbWmqGOj62jnlbxVyisMjPDrv05aY/vM0fbt4HEaGWudQyF4NSunESAbZq7WF2aKjqXi1JL2+TmEebgWBQwEBK2Z1idkqp23Wfgbz3xhLywd+3FDRmnzTt6BgMYiK2Yfr8G7IxTe/KyagSt/v0o0YANfyIaML2DwuDCAZ2gHMRw7EVjGBoyLYT1BCIgTgxFDMcNyWZMUs6RFJsT2OHTSe53A/iR7AwNWTbKVq1+KKV+CMb8UWrsIyg3RUWQhQhQixWY2JcMbvHGEOcR67xz0cO5eP3fuLiU58nEklIqS0q2chLhFmNZg3W38rItedyY47GDEvkThEpF5FMdZldv6eIbBSRL5zjCo/zTpAsgYNFZIiI7Na4UTWMPJOYR5uEnwEIwfjvQdt0wTCEBfNWt+Ko8sijNbAJzFCLfUy5v6vEc8xZxrUpEsG8FDHn6NKtiEdeP45VK6o4/fAnqK0Jx+tCLKacv7GSG6hjUSuOcovE3cABDZzzjqqOd46rPc7pBnzhMJ3nisjRInKSiFwtIm8DNwKrcjXoPJOYR5tEFW+jJGKCighHnjSGh2c2mEY7jzzaMLzZJ28GypsR8mTFXG37nBaeDGQW6ZBnG49omB70VQKeIXUMq961POuY85qFZkFRcYC7nj2K4tIAx+//EBvW16bUW1RRydutNLosaA0pYiO/U1R1NrjEeWsiVPVWYHvgIaAHsI/z+2fgRFU9QlW/3Vw6MbRLJtFNrCsi40XkA0eM+4mITPRo+5KIbBCRWWnlo0TkfRG5R8S2+haRu0XkZxEpcH53F5ElzTi1DoNke8QYZpw2jqcemM/6tck5bC3nSLaJcgI2a9T5X92PPNoYOkAwbRHAZ8cyTFM8ezNDHm8iJ+ZkLFhMcl8WPqISwIrTiq2ugSW+lHK7jTixODOV4PExuG5NzN4w9f5TVYiGwAo592HsvrOIGsVYkliDGH0jWokZqcSw6kAj8TZihUBDYEVS7mdRTdzj6fe/ywzyaBoCAZPb7pvGmB36cMTk+1m5vDKl3u0Z3SbQRpnERmIXEZkrIi+KyCivk1Q1qqqvqupVqnqmql6oqv9W1aU5HQ3tlEnEXax7I/BHVR0PXOH8dsNNwIku5b/Gjmz+CbBfUnkUOHVzBptHJvz0zSjrP7AzJ561HdN2uZdXnl3Exg3JX7fJBvJOAGcSNkwpzGTMjiqPVkJ6bEShQ8VKFHHs9HzYDKPPsdnzchqBzDVyjpQ4iCbqnCMODTX8WEYBlgTtwwiCEQDDjxoFqFGIJUHUCKKGP3FvJI8jmUY6/ThS7z9T6zAJY2oY06rDsGowrBpMqxZDojZ9swA17TGpGQTDj0EY06rBH63AF12PaVVgar1tRymxfNKRxGEbMWbQT6xZB7iemhGGIVz11ykcdtwoDtv1XlavqorXuT2j2wSSr+GWOqC7I3yKHWdswsg/A7ZW1XHYmVOezuWybCraJZPoIdZVoMz5uxOw3KPt60ClS5VJ4imU/OT5G3CRiOQ9xXOILkynE1MpZAySlHrssj/tyUVX7sZdf/+Enbf+Bxef9gI/La1osL/866KtooPvzCZ9sGRZs3h/6lHu0aZJY2t4zyQt9WLWFh70Y2007TWV0lf+Y6/ZISKc99tJHHrcKC486TksC0y6UcyOrT00d7SOJHGNqk5IOpocikZVK1S1yvn7BcAvIq2eNLtdMokeuBC4SUSWATcDv21i+1uB54FdgFeSypcC7+IufcxjEyH4KWFnujKDUvZOqTv8+NE89OpxzPnhbLbqX8p5xz7D9b99i7q6SCN6zquf8ugI8GKeWub697aJzGaT6dXCO9d0U20l89h0/Pqq3amuCvPvWz4gylo28Hzb9nLewiAivWNey445nIEd/7BV0ZGkX2cDF6nqEyJyNDATmNLYxqr6OaTFZUngOuBZbCayQVRWugkqNx/V1dXN0m9rQxmLD4MQPxJiGYrtbRf0Bznn4v044hiLO256nV9OfYXbH5hGQaEvU5AS7yutZAuWRNRXF7T2EMh8GTtSrPSXd8YGbPr6p87bjX56eTaGKalOE7H8UsaWPJdWul6899rD7k7BzufsxFB0iu0ZxmIRuq9WSgVpJ6TESsyyz9EAptY5DJ6VSkdtxk8yyqOIRgEDFR8I1NUUYamihqASwA4TlEQeUCMpT7XbdbYF3uNt497OxN/uPI6zjnqSiZNGMnJsOZXchJ/eFLMTgRyonzf7HSaA0Rr73fBHiYg8BOyJrZr+CbgSbDWZqv4LOBI4W0QiQC0wQ7PEfBORXti8x1aqeqCIjAR2UdWZmzmZVDrtNe6ciAwEZqnqaOf3RqCzqqrDrW9U1TKPtnsCl6jqIQ3QuNuh8biIPAjMcdoNzNIm275vFiorKyktLW2WvtsKalnIOu5LLasMEiyp5YKTnqWwyM8N/z6Q1Je/i+qtHaC2MkhhaV3DJzYbsjgGqGZhQDYva0Ni3tkcEzZBjZ2UISS1V6HpGUpyi8bttbr/ne363xwG2GnrtmaGVY9BxIV+zEY4uQ+bWQ+E19jxGuN9mVRXl1FQGiIc6JnUQ/Jc/PFxp1IxN/s6a020/r3tjeefWMi1l77BS5+fSlknO0yZQTG9+A3GZionG/MOExFU1fVinbCt6Cf/afl9lz2in6rqhBalKfIicBdwuaqOc0zePlfVMbmk05HUzcuBPZy/9wZy5iLu4Frgkhz3mUcaggyjM9MoYAgk2SqKCNfecQDvvv4jLz+TtrWZRsZ5tCBSTXe2jPVPHfOWAo9RZ7v+N/O+kLS/E0ca8+lFI+4UI7anckpftrSRNHNvL5vELXPPtjwcfMS27LH/IH5z5ovx5AYW1azketZyH3V807oDNFrhaB10V9VHcRQEqhqBbLYZm4Z2ySQ6Yt33geEi8pOInAacDtwiInOxRbRnOOdOEJH/JbV9B3gM2Mdpu39jaKrqfGzvpDyaEYJBMTvRnVPpxQUpdaVlBVx9277ccuXsfGaWNov8vrQneFsEerFq3iyclx2jaBZb4/x93iq44i9T+Gb+Gh69+8t4mVJDHQtZy31EqcrSurnROp4rrYBqEemGcxuKyM7AxlwTaZc2iap6rEfVDi7nfgL8Mun37k2gc3La78Mb2zaPzYePLnTmCMJ8hu0/FGXvA4dw7aVv8O7rS9h9yqAm9uhlx5bs0O5lrOVWlytko+E1tlyOy6svSYpRlyYpUkVRxM0mzIombNs2S/XpqdDOMubs/SmpKtR4X+qsc8a4WmL/s2ET6HutsyZdS177klwn9v4nAs4k2ig+O7YhpKrqRZCoo1JOUhUDRI0izEiNPYYkhtGMVuELG0TNElQK4m0EUKvOljSKL1WqaIVRsex+0k0FGjPPvMYhKwoL/fz17kM4ZdpjTD92FMFgMiuhRFmPSUnrDK7jbN2vsX0hhojIe9iBtY/MNZF2ySTm0XFQzPZYDKWYAlbyZ5B6zrxkJ/5184dNZBLT7dvSGQ/1KG+pL0k3+laWulyPy4WGKoZVF3NVAQQVIxH+xHk52+/e2ItdkVg5gMbGqY4dWVOVG4n27nVN7AohFlQ6s87NBrI1JQkNXbNuTRI2gRr/J2UHk8oTSGHHPeqSK0yrCp9V5ZRKXEpoWPUEQz87FAXLCGKJH8OqJxBejaEhe1biQ6WAUDhEQWgNptZBuBzFIGoEQUzEqicU6AHicygbqJiIWigGagQc5xYhpjRTLHAYzcz5NzF3dgfH2B36MHJcLx6/50tOOHP7lDqjtRjELdRRaVOgqp+JyB7AcOyL+BtVDTfQrMlol+rmPDoeDAJ0YioGJRx63CgWflnO11+WtwDllmQQWwsNKxVjdmiGRh17tHRbsVheEFzKrYw2TUcOVUDuwXKz0N0ykVgpTVmxbCvZ2FVOVhHb10XEOcJJdBTTqsUfdQJmO20EMDSCaVVjWnVo0oeDYOGzavBFKzE0TMxeUZw6u/9oyseGPb+ocyT2M33+eTQd518+iX/c8AGRiP3hIQQpYTI+urTOgAT3+7f5g2m3/FRFTgKOw9aQbg8c65TlFHkmMY92AUWp4h0sqigo8HHKrybw37982NrDaifwZAVadBRtE63NwLdReEiE0wNjp9R5tPGOrBgzA/Coa1J5HpuCHXftz1YDynj6ofkAKHVUMQeLVvTMdvuSae6jdbBj0rE7cBV2VricIs8k5tFOYBFhVfzX8WduxyvPfsuKnxsbk3JT7/ZsYVhyhQbG5Uo+x+Ny1bSKk4PXDZanU4GqelRFWtkRobX3P1tfXqpur9M1cTSWSrac5qpNmmbUKMLCzDTaED8Ro9i1K0uKXJlIw6pFrPqMsQngi6x3ZxQ1TDzPc2oF8bzQmSPIO8JsAs6/fFfuuH4OlhVbuwhruZsK3iDMypYfUAeRJKrqr5KO04HtgECu6eSZxDzaCYTk9H1duhZyxImjuevvnzSpj8zPw9jf6Tlr089pLcQeUm5jztG4NCbN0VTmw7IcVbEbfXf7rlj8O8Sw7cZSFNHZche3BNL3GRre/1yKEmLsm+VyuNHJztDEz05hGBMrTsZh7ycadQ7LOaJpHTYMQ+sxNWzbp6YcUQyrHsjcf8vwE/F1Jmx2JmKUEDUKiRpBwr4uhH3diJilRIwiolKAJQEiRpCoWWKPPWW8Fvb153U9eZW33gt/S8buUwZSVBLgxacSoW9CLKOS1ynnDkLuGXCbDx1HkpiOGmBorjvNM4l5tAsIBqXsg51i28YvL5zIQ//7gqrK+ib15M4YpNe15BMiGzOQPpb0MeeOvufsU76qHebQk3w6U5scbKytPG3b2v5vOo1NedclfseYyaYzTzYj6HJ1ajjRZ8b+O9e52E4nllGIJQVYRmHS9WU6dQWOd7QvY7x2/7HngMv94TmXtnL9bVkQEc6/fFf+fu17LqHHLEIsbekBtfzRChCR50TkWeeYBXwDPJNrOnkmMY92g3q+IzmW6IBBndltn4E8PHNu6w0qjzw2G1uiCjSXjFiW+efVw20C+04dSjgU5c2Xvs+oS9bwNDuaQ0rY2K+rlsfNwC3OcT0wWVV/k2sieSYxj3YBJeowiak485Kd+O9fP4p7320OhdZDtqdQS4zLw3VAGvALdX2BN+Bs4PnSb0/MgNdcmrrPkp1/Svt9y1XvsveYO7PwVZJlz7LYKrogYha7XhsqfizxYhpM1/4MK4RYmQG1BWxbRRcYGvK4zpTkzC6Zde3pOms5GIZw3u925fbr3ksp99GLINu27GA6iCRRVd9OOt5T1Z+ag04+TmIe7QgGkPpiGL/jVvQf1Jmzjn6SY385nsn7DsLvb2puz2S7LUi8zJPVZs2J9P7Tx9HciNnJxeDQjdurJY9HiNm9aZyJSRunZHnsuD5w09c/+Xfrfso3HV7XEi6/02MgWmnnKKZVjWgUFZMLTn2NtWvque+56U6sQOHV55dw5oxZnH7hDvzqNztx6rljMawae5fEAExUBFELM1oFbbwPAAAgAElEQVSDaD0qfidOoQ/QBIMmJho7ECcepjr9GKgk9t+MVuGLrOH66xbzzNOrmPPJvoAgVojCusWIWnaMRCOIig/RML5IBUIUSwJYRgCVAKYVJBBejT+yDjUCRCXWxsCwQhSHVwNK1CwlYpYSNYswrBBgURfYCpx5qKN+FqKo4cTkRBxHGXvMBpY9F00orxNr39r2sm0fU48ewc1XzOaD2UvZefIAACJsRKkHiltoFK3HtLUURKQSz69GVFXLckkvzyTm0S4gmBSzI9Vkhr3575NH8PSD87n1mvf49cmz2HG3fvj9JoYhiCEYhmCakvI7dti/7S/l4pIAU6Zuw3YT+yDxB1FLPZDE5e+WYpDSZUKaVJ7OyCR+S8b5kGAm3OBV7uKh2uKMcnMheW7p+yku5yT9VgsjFltQI4haCFFMqw5L/Dx+/0IuOeM1fn/Dbpx+vhPsuNi2C7TbRIFowhRQQ/YINGx7B8ep+VDDD1iOI0o4PgrLCDqjtJCkYfqjFQ77ZV8jPqsaADNajem0N6xqcMqTYWo9ZtSWEPojPgwNYxk2I2loGCwnYoFqfC5GZD3+yPp4H9WFw7CDtltILPMLoJhExXTGbMdPTNQZ8XJSWMRs12weMfh8Buf+Zhf+fu17cSYR6tjAc5SwMwEGYFDY/ANp51ulqqUtSS/PJObRbtCZaZSwKyGWsZHnsagBbE/nU86bwCnnTWDJ4vV89dlKLEuJRhXLUtSy/08+YmXRqIVlWailrF1dy4UnzSIasZh+7EgOPW4kw0b2bOVZ55FHJv572xf86TfvcfN/pnDUiSMBuPmP7zPriUXM/uIYAM4/9Q3Wrq1jj336ccctX1BbE+agqf254daJFBXZr4bq6jCX/moOs575kaJiP2f+ajQfvb+Krt2C3DZzTwCef+o7brn6Q374dgPBQh/bju7G3fduz5sv/cyfr18MQFnpywD8646hnHEkLP0pwoW/X89rs+14evvuEeTWa7vQbyub7lU3beCJ52r59bk+rr1lKeVrLPaaXMK/b+1L927511ZbxZEnjeGvf3yHLz5ezvgdtwKgnkXUswihgG6cSAGDmncQHYyhF5GeQDD2W1Vz6imUv9vyaFfw0Q0f3YhSSQUvZdQPHNKFgUOamg0gIbn6v2snM++zVTzz0Ncct98jdOtRxH0vHkPP3q2Vhqol4JUPxZYTeQU7juduToETi85TrexWLngb33m1aWdwVS4ZWOKLSxNj+POVH/Gvv85l5mOHMOWQwemNUlbsw3dX0Kt3EY+9NJXlS9dz+vFvMGRoKRdeNgaAK/7vU+a8s5K7H92X3lsV85frPuODd1dw0PRBCFC+ooKzj3uJ3107iYMP34bqqjCffriCiFnCYUf05uuvq3jppdW88OKOAJSVGkRZwmEnryBYILz+RE9E4Fe/Xc9hJ6/ho5d7xaX0S5ZFeGrWOp64qyeV9UFOOH0ZV1y7in/8pa8zFXGkf5m2h/7wGkL+7mQG9XbC+4ibyYnXtZTtms0jGYGAyVmX7szfr5vDzKdS0wgr9dQwt3mZxC3N+mQzICLTsJ1WtgLKga2BBcCoXNLp0EyiiNwJHAKUq+pop2w88C9szjwCnKOqH4mtu7gb2AY4XVXni8iewJvANFV9zmk/C7hZVd9q4enkkYRSdifIcEIsIcQywiwH/AToh49eCEKEtYRYhkU1fnrjpy8GBVjUE+YnwqzEoJQA/Z00U0qNfMnYHYSxO/Tm8hv34rzjnuWFJxZy8rkTWnvKzYjkJ28StyKCEkBjMfYcGzVwcvWqoKKIJuzpEqq7WMiTNO7H9WXsZaeXazSkxm7ut48H/ZgzhYtThR0z0G/bJSLMfm0Zr73wI/c9cwhTDuqLWOHEemusfyNOqbTMzw13TMbnMxi6bWemHjGYt99cxQWXjaeqqp4H71nM7TN3Y88p/UCEv/5nD8YPeiBOf+XyKsJhi4OPGEz/rW0t2Laju9q9W50IlpVj+tfRvXcZAkQlwKxXNzJ3/vd8/ekIhvRTRMPc8+8SRkxczIvvFTJlz0IsqSEShdtvHkafreqo9/fi5JPh/geWE5UCBMuOlWj2wCCCYdVjWHV27mfxYRkFoBESr7jE9WvP3XBKE7atFiZ26JzkOJKZxhZ5ZMdxvxzP7dfNYdHXqxk2skda7eY6EDYCHYeZvwbYGXhNVbcTkb2AY3NNpEMzidhM3+3AvUllNwJ/VNUXReQg5/eewH7Ah8Cl2O7mpzrn/wRcDjzXMkPOo7Hw0xM/PSlmYs76LGAw5dyBEsIw4KAjtuXhO+e2cyYxWSKY7oQS+8O07f1d6pLLbT8WM/WERiGZfiyuXq6Rbl+ZjJYOBJE6FncBSYyhdpxJDJPho3tQubGeW675iJ0m9aRT54K4raBtf5fEhIswbERXfH7b21g0RO8+xXz20WrUCPDDD5WEwxbbTdwq3qa42M+2o7rGRzh6XA8m79OfvcY9xJ779mf3ffpzyBHb0L1HIRh+J56hj/qgbaNmRGv49psK+vQpoN+QPsR8k/sNhz59lrHg2wh77VOKZRQyoH+Qwm69CfmrUTNIr76lrF4TIRTo40xfgTAWfiwz1dYtYpYiYiato8PwiQ81ClxXGXzxeeZ9nDcdhUV+Tjx7e2be+jE3/PugpBohyPDmH0CH4REJq+paETFExFDVN0XkhlwT6dAhcFR1NrAuvRiIeQd1gni4eJPU9AcxzAU2isi+zTjUPNoIDErw0Tv+e/J+g/j43Z+oqQ5laZVHAlviE3zLGXPPPsU8/tYMKitCHLX/c2xYnz2QvM+f+goQAXXSq8UCI2cTzJg+k0demsYjL05jxJjuPHjX10za9j7mz13jer5gZdXcJpf7/JJWJ0mp32L9eaGpzlF55BInnrUdsx5dyPp1tfEyk0746N4C1KUVjlbBBhEpAWYDD4jIrdjaz5yio0sS3XAh8LKI3IzNRE9yyl8G7gdOAs5Ia/Mn53i1MQQqKxubT7hpqK7O9BTsCGjJedeykArKidkJ+40ge+03nvdfX8+kvbZusXEA1FcXNHxSLqDpXsyb0RWwuWEqmm/e2VRhufqedlGxN6KJ+5xT+4qGfVgRk85lPbn/mRM5YdoDHD5lFvc9eRRduhYSrvejUYPaiiKQxPm1lUVOdwWEQwEsy6Cmqpjevf34/QYfvFNBjx629K62JsyCr9bTb0BXaqqKiUnfRo0ewqjRQzjnwj3Yb5c7eeL+JQwePADRIJEwSTSCDBzYh+XLv2XBwgAD+tuhUZb8WMWKFSG23roXVdVdCYXLsSyTmtpOgEnULKa+fg2qQnV1p6QliLhem1EpwDIz7YQVIewrcLFVdFTQLuWtgRa7t5sJJUVBjjh+Ek/cvYTjT9/OKa0jxKuUsS8mRa7tcvIsNzrMh8B0oA64CDgeW6h1da6J5JnETJwNXKSqT4jI0cBMYIqqRoAZbg1U9R0RQUR2bwyB0tLm82Bvzr7bMlpq3gZKmLqUsl79le++XcI+03q1yBiSUVha1/BJjUZy7MG08kYGGc7mYpJ61uYxiol5a5odY/oIXOaSYffntFGPPMmxcjFJqLtjfVm2Pl2S5pS8VulzjNsFpp2TUp4unbDLg6W1Lo5ACXWq6Y9g+KIUltYyYFiAJ98+gqP3fYITDnuYx16Ziq8gjJhKYWmVfb4v7JxfY9PXCP5ACMOwKCqppqgEjj15ODdeM5ve/Qx69i7ib9d/hqqF3x+hqKSaTz5czew3lrPnfgPo0auIr75YzYqfKxg5roTC4goGDwuwfFkF3y5aQt8BJZSU+Aj7YKu+hZxz7vvccvNwUIuLL/2W8eNKOGRKDchPBHzVGBKlKLie0uAKTKuWYrMGEQtTynnuudUs+X4jg7f2MXV6L4KFgQSTp4olJmG/oJiOY0vUWSUDvwkqBRl7FjeFyMoothwDktt7u+Vx1KkDOXX6Y5x8/nB8vtiaLqCaBfjoTmcOdXVi6ajvsMZCRG4HHlTVOUnF9zQXvbbx2dS28AvgSefvx6DRBm3XYtsm5tGO4WerjLKKDXV07hp0OXtLg1uw6phBmySOGFwyD6hHeWqbbPlzmzpedd7bsbHGnGeg4Rd6ahshioEdVNkgijiH/VsxNGLnHtZ65wghDn9q+3nbwcUlNgaPOcbCNMdZQY39tlzpx3zIMxlEknpJzn1tM0s9enfi8TdmgBgcse8s1qwOA4JgkchxrI40Luoqkbvqhp3Zadc+nHT4Sxyx33OMHNudcTv0JBD0o+KntFOQj+as4MTps5i07X1cdel7XHT5jhx13DYYWEw9bCD7HNCfo/Z/mlF97uSZhxfw5z9+SZcuAebOrWTKvp9w4MFf0LN3CY/f2x+/1uK3qjC1FoMI/ugGAtH1+K0qfNEKrKgyfszrPHr/AqzqNTz4SDljxn3I55+sw9R6DKsWQ+uwzDIsswg1C7DMQiyj2D7MYjAK3Pcsfl2mX/9ujHseDWHM9r3pP7ATLz31TUZdhDVU8FruiYrYksSWPloW3wK3iMgSEbnBcbZtNkhmQu6OBREZCMxK8m5eAJytqm+JyD7Ajaq6g0fbPYFLVPUQ5/eH2O7oJ3p5N4uINteaV1ZWdsivsJactxJhHY9SxzfEzD9OmfYYM04bx/7Th7XIGGKorQzmWNrQAp6HwOZ+mybmnU116/VS924jGnFnAzzSCNoMsXuKOVuq5dKbOoyJK6IeIxZqK4spLK11qfWCe19oBNPyuGbU8qBv2N7qQH19lAlD7uGci7fj7Iu282aErbAr0/nzkvVMmfQsC3+YyreLKvnLjQv4YM4abvzL9hy51wY7nV4SKmt6Ulq4HEMj1NZabLPTCv5xQxemH1iEItQFt2bW82u44NffMX/uRIJB+9qqC/Ql4uvsOhfLcFflWuLP8vHSsvKU3N/brYNZjy9g5t8+5ql3T8qo89GLXpyfUtaYZ7mIoJrhJgfAhNE+/eSxlg9HJiM3fqqqLeq9KCJbY2s3Z2DbPz0EPKyqi3JJp0NLEkXkIeB9YLiI/CQipwGnY3Ppc4HryLQ/zIZrgX65H2kebQV1fEMd80m2D96wrpYu3Vogk0AerYQskoIWyTW9KX3lhtmZ9/kannhoET98t4F5n6/m/FNfo6oyzPSjhjpDy8akZ+K+u79j6qH9ME2DbUd04j937czt/96RP/z2C446+Sd+XhF2aWX39dQLtYwd6Wf6gTF7NkU0wiEHd2f0qGKeeS7hLGN45HSOxzx0RccWmDQHDjh0OMuXVfDZhz9n1PlpJvOcNpq7WUTuFJFyEfnKo15E5DYR+U5EvhSR7bP1p6o/quoNqrodcBxwGHacxJyiQ9skqqpXTCFXyaFL+7eAt5J+P0teJ9GuYZFpWL1+bW07UTen2/M1F5IDBGzO7ZJlvJpkWyhJdOIMQpIa3SnXuG2iJqVdTDrXlXoE1EyjE1PjJqkp4/2pt8WkBUhSfub42CzQCHaebCNlzKn5nCVtPnE3oXi5IkQkiKERR6JpJY3Y54zHclTSNv5165csXvQOPp/BqHHdePqNw9iqX0nSPJOktnE6hqOkVYcq1NZGuPd/C3n2tamodMXAj6WrmLxnL2Z/tD9/u/Ertt9zMb86sxu/PruMosLYaPxY+PluSSU7jEuVAvrrVhI1S9hubJAlP9TEywOh5YgVIuorJWoWoxIL8xPBtGqImkFnLZP2LB5X0e3F31gThjyS4fMZXHTl7lxx/qs8M+ckTNMOX+WjG8Xs2jxE226cxLvJDLmXjAOBoc6xE/BP539XiIgfOABbkrgP8Dbwx9wN10aHZhLzyKOpMOmWUVZTHaawyF3tuGUhWUXbkPNH+jlNQS49hT0g6fNI/J/C/iVJlWK2gu7BvL0YRcEORJjO/Em8naKpfipeQybiBB53Tnfa2K9VxcDOtZwpCJOMNhk0khsZNtOVKLccKknqZseRZsQOA3j5o+PiOZITJGJ2nImSZPq2fZ/PKVMiUYtzTnmdPfcdwOCRPQkDQSagkY+xqCBQJPz+d4M4aUYX/nDlYkZNWsrVVw3kwAO6EfBb+KxqBg0p5f5H1hM2OxFjTv3htfisWr78fB0nHllIsOZHRCNE/J3tOInR9TabKn5iO1xVMi7tKo8tmg9vp5U2y3i0eRx98lgeuXMuD/73C048a3vAIsJqKniZHpyWe4JtdKtUdbZj3uaF6cC9jj3aByLSWUT6qOqK5JOccHvHAgcDHwEPA2eoarOE+cgziXnk0QQE2JpCxlHHIhTbRqyscwGVG7PHo9vykO1J27CUbUtB494njWFG01fFvbyxdFLbuP/StLpNejc6wbjTyBP3/AVHguk1GvdyTfv70nPepnJjiH/ct1+83GIjnfwXU2u9TNhajLCcQYMKuf/e0bz73gZ+89tvuf9BpahwNeFQhLo6izkf1LD97ovo2cOPzwd+CbN6bZR5CyIM7GdgWRvYZYcAA4YnXm0CiMPkRsxUe7c2yk+0KxiGcN0/D2DGPg9ywGHD6NHLthkM8T0ruYkA/SlhMgEXp8Amw8sUufnRXUQ+Sfr9H1X9TxP76AssS/r9k1O2Iu283wEPYvtDpMd5zjnyTGIeeTQBIZZQy9yUss5dC1OCxubR3pBNre3lxewWSmhT6WRjxDeFTlOxef3fcMWHLPxqLY+9Mp2CgkTOZEO64jMGUmqcCUBt+HysqG2utduunZn91gTeeMOgtkYI+kL4/cL30+q56rqVFBQYDBkU4Lvv6lmyNMqVF5cQ8AvPvVrPpddUcuyRFn+6djhGmuept61iHs2JEWN6cvQpY7nmkje47b5p8fIoG6hlAyGW0otLc0OsddTNa3LguOL1IEktUN1rM+k0CXkmMY88moBoRoIe6Nw1yIZ1W74noreK2avcTTXdGLSATWIWeM/SVrlmlmdSTdQlVMkpdozqYlvYIH0TiAWHTutLowmVsdOfkKouT6aTbccsteJq1cbM38KAeLzBVBlpYicT5ZGIxWcfraR7z2IiFtzz73m8M/8EiksCABh0JSBDKZGDU9bFFzyHuvpbkeiPiNZhGMIuu3SmqMgC8WFatUyxqjjp2K488/xGflgS4qADunH4gUWU+CvjntHr1lscfNJ6Tj9nMf+4fTgFvoQk1NAQBXVLCfu7YxnBFPWyWHbeZztWYtp1qUnXbNu1eWvTuOiK3dh71H95+ZlFGZEgomwkFstys7Hl7s9PQP+k3/1IZHxrNeSZxDzyaAIMMsMrdO9ZzDuv/sCBh2VKLrYspCsJk5HNVsuLWfNiInO1RtkYRA/7ylSDxLQeYqrXtHJRjzYxpwyN1yXgnb3Da/YGYQTLZVaKqIVo2LHxi7FlChLweCkaxHJkazxQt8PKGUbaXBymVCzAzFyX5BiYqmias4zGg1Hb9o233vgx9/9vPqYprPy5iouv2JluPUpQoFgOpNTY33X+G42PqC/qCtoF0RC+aBU10TJCxQOpr6qisiJExYZaajdsoKhPV/qWmqyt8nPLoyGqKsqo2lBJ9YYqKqqUaNDkoYeX02PQ1vzu6olEaisQUcyCIgrrl+GrX2aP1ihAJYBYIUL+7kR9pahaznIlsb9GwGPX8mgsiooD/PPRwzhl6qMECkz2OmBIvM6giJzZKm+5j+BngfNE5GFsh5WN6faIrYEOHyexpZGPk5h7tHScxI28Qi3zsKgAoHxlFWcf8xQb19dx6HGjmHbMSAYMyozRlmu0XJzE1jP0cUNzxUmMBbXOhMe6ZIl5qDSUuSMThlWDa/pDVSdOYqpdugLqEfPPi77N+3jspXrFVrQwGhlDs6YmzISB/2PWezMYPLQLlqUYhiAUE2QUpTIdQxLhoqK6ketvvoRFi75hY+UaKjbWU1URorKinsqN9ZQVd2fRoh8IFvooLfNT1qmAktIApWUBSjsFKCkrorRTAaVlAVTh24Vr+ear1Xy30Jb4BwImIhCNKkXFfg45fBCnHN+FiRM7p3mwQ3VwkOt6KiZqtKxjWnuJk+iGTz/4mVOnPcat901jz/0HY1BKGftTzHabHydxjF8/ebb5n73pkMFrGoyT6ITc2xPoDqwCrgTbg0xV/yX2BXk7tsdyDXCKqn7i3lvLIS9JzCOPJkDw0ZmD6MxB1PMja/gPPXuX8Ogbx/PhO8t47pGvOWTiXQwY3IXb7pvK4GGZ3tBbHlrC7q0tw1ut3eor42kT2TpYNH8tffuXMnhoF8B2WijjeApl+wymTFVZwz+5/o/3cOp527Pt+P50711Ctx5FlHUOUtapgICvM9161FJgpgbZrquL8OMPFXz60Xo+fX8577y2hJ9+rGDshN4ceNhwJuzci8FDO1HWqYDSTgUEgyblK6t57N55nHXmXAoKDC6/fBiHTO0VH5doNMsu55Er7LBzX2Y+fSSnHfo4t90/jT32G0wVsymiWROHtDqyhNyL1StwbgsNp9HISxJbGHlJYu7RmvOu4DWq+CDu6Qy2Tdbt18/hg7eX8tCrx2a8HHOF3EsbGpLMJf/f0kjEqUudd1PHnF2SmH52rE0simJmVbqdXvJoY/ET0+3bUm0L47AiGNS7hq+pcSSJ6XUWhhO6JdPuUfHZ5JNaZaiRM8blknUlLjH1mGcSn/rwXfN5982l3H7vgYBJkDF0kuPtcDTpY9daVnIlh01+kB8Xb6CuNkJdbYT6+igFBSbBQj8DBw1gw8ZyCoIGwUITFJb/VEXFhnq26l/K+B17s8Mu/ZgwqR8jxvbA7495attpFjMkvar4QuW8/eJ3XP3HhaxaVc9OO3Vm5527sMMuvRk+cRSBYKo0MRFCJ1fpJBtG0+7tVv9U2SR8/N4yfnnYE1zxlykcccJogowgXNmXHqXbY9LJs11WSeJYv37yXJdmG7MXZODqFs+40lLIM4ktjDyTmHu09rwVJcpaVvF3YplYIhGLnQbczmNvn8DgoV2bhW7zqaSy2Re2PjLnnW5L2RiG1q2Nm22hXW+42goCGEldxRjQmIODG1mNh2OxTzBQkbjNoZu6WRFqqjtRWFKTRMNhW1PSAiZbSxpgmC5ziZHOsjbpAcdjbKYmaKdOMHH+1Ze+RbceRZx7mRMDWHz05DJ8kvniVg2zgitId1iIWkqkpor62jCV64NYVjmhunrqaqNE8dFr6z706FWEYZqOs0+mm1E3TqOAwShhKnmNaifngSbluJZoHcu/L+eTOT/x4Qdr+eiDNSz5bj1jtu/NYceP5PjTxzofeE6bFpTYtmd1czK+nruKc499mlHb9ea6f+yP3+hMUSn05jIM3E0p8kxiyyKvbs4jj82EIPjoTicOYCMvARF8PoNd9xnIu6/90GxMYvOh7TCEjYObx/WmtHGX8IlmevwmzpakilSfYHckS+MUiCb5xXgoO2O2hcmxC+MkveZuuNQ3EpLGZKdIPt2ksonzv5m/llPO2zqpjyhhluEj88Ut4qdU96OK11ASwbpNQ/AVBykpCFHsE4pKioCiOMWwGXQcTtzm5qOESQTZxhlRASXsSZgV1LM45Uz1FdJn6ACmDR3AtF/YDGRlZYhP3/+Zay55nQXz1vCnv+/XbJqAPGDkuF688MmpXHPJ6+w/fia33X08O+7RmbU8SCHbEmRb12snK7Zo58G2hzyTmEceOUIdi0jO6Tz16BHcdu17nHR2o7I85tFGoYi7Q0kLQbKRzmmcxs2DZSnzPitnxNgeKeWCt9NHqexFiU4mzArCLCXMKkw6EZAB+P39qPCtodC3goj1PWDhk0H4jCFAGRFWEGIZUdbhowcB+uOnD5L2WjMppju/xKKGEMsIsQyLGvz0ISD9MbUbUcpZywOUlm1kz/0Hs8MufTlst3t5/N55HPWLsc2wWnnEUFjk57p/HMArzy7iigteZcqhvbjg9xYh33ds5CV6ck4T8zznmcRcol0yiSJyJ3AIUK6qo52yR4DhzimdgQ2qmmEpKyIXAKdjX2n/VdW/OeVbAfcDlcDxqlolIlcBlwEDVbXcOa9KVTPjpOTR7lHPopTfex04hN+d8xLzv1jFqPHNlMx+k5CNgdgy7ZuaFxmRC51SnHAwbl7M4mHHKJ5Mp6anxosj6ipktOl77Zfm1KnFnUqqQ8+Xn66kW49C+vYvi5f5GUCAIRktU3oRkwD9CNAvo86UThQY/SgwdsysYyAFDGz0HAyKCDKcYPw1kJiGQV/K2J8NPIUSprSsgNvun86MfR5g6yFdmLhbf/dO88gZ9ps2jJGjt+HkQ2fy/aJ13PHgoUCEer5vGpOYf3zlFLlKotrWcDe2G3kcqnqMqo53GMMngCfTG4nIaGwGcSIwDjhERIY61ecDvwL+B5yQ1GwNcHGuJ5DHlohU43yfz+C408dz/78/a6XxuCGmIrSI5d9N/M4ziF5Ql8NeMcO1TmMxBDFQhzFUJ6agiomKz/4/Xm+gRgDLKCRqFGCJH0tMLPFhSYHzv12mTiZnS0xU/Cg+O0xLUl9xp5mMUEDiUZ6lTmLxAt0OI37+a7MWM+XgISl9RdgASarktowixtGHy+nOGfjpx8ixPbn9wUM5ZepjnHTwIzz5wFdEo40LBZRH0xEOR3n+8YWsX1Pr5Hi2IWQ6PXlCIBbXs0WPdox2ySSq6mxwSY0BOLGIjgYecqkeAXygqjWqGgHeBg5z6kwSb9bkq+JO4BgR2dIMz/LIMUrYOaNsxmnjefbhBVRVttV0YNm8g/OwoY7rhsuR9eVhJP0fC64tto1brNwwwfDZ/8fL7bh8ahSgRgA1fGAINTVhamst1PDZZWKm0TBBksuNpLEagOEyB6MRdd4vxsS/wmvPf88+B2+T0pdSRT0/NPcG5QyCnwK2phMHIBQwed9BvPf92Rx50hjuueNTDtj+TlYur2ztYbYL1NaGef/tH/nbNe9y7L4PMqbbX/nykxU8/8kp7Dx5AAAmXTIlvw3B41Zt1qMdo12qmxvA7sAqVf3Wpe4r4FoR6QbUAgDkR9cAACAASURBVAcBsWCWtwP3ARuB45LaVGEzihdgB8fMo4OiEwdRzM6EWMZGXsCiij59S9llrwE8/eB8Tjhz+4Y7ySOPJGzcUMcrzy7m3VfX8+IznxKJWASDJr37lqYck/cbxMTd+reak8WKnytZ9sNGJkzq2yr0c40CBtGbywjxEwVd5jDtmEKmHj2CC3/xHM889DVnXrxTaw9xi0NlRb3tST57GR/OXsr8L1YxbFQPdprcn1PP35EJu/Yj6O9CYWkdxUyikDEE2CrDxjQ72r9kr6XREZnEY3GXIqKqC0TkBuBVbOZvLo4ngqr+CEz26PM24AsRuaUxA6isbJ4v0erq6oZPaodoW/P2A4Mx2C0eduP08/fhuv97k0MOn0hBcFNvuUxVcH21e4iIhvtpapYSd/qthcbP22PMnrZ6XplV7Lr0FvYqGk1bFgU7fp8HGYRwOMobL/7Amy99z7xPVzF+Yh/2O3g8v79pb4qK/VRurGf1qmrWlFezZlUNK3+u5K9/mEt93accetwojjxpNIaZSyVRttiS9vTffXkJ04+aSLi2OEW5bFBCiJ5EZNOeea1/b/fCZC/qKceilulH7cTDd86l9oxgI9pu+j2zafd2OnmP63wTbVXLV1TxzmtL2HXvrendt3Ehx8pXVvHk/fP5/IOfWfrDBrYd3YMxE3pz8RWjGTmuF4VFqU5N9dUF+OiGwa6EMAklxZ9tNNrGY6rdoEMxiSLiAw4HPN1NVXUmMNM5/zrspNtZoaobRORB4JzGjKM5Y/p1xDiJ0PbmbdKZCBEgwk57dqH3ALji109yw38OpLCwqSm+3GLT2eV2LLUmcilZ1ctujKIXfbKUNS8SMeSSGbvUtXEt1/S5SNL56XaZsf/dQ+DYrRxVryeEjPVOCnmTHOzZUuGVZ7/jT5e9Sd8BpRxz8hj+dMdEepTtQKRyKMWlAepkIUVlX9GrfywsjD2Hcy8fw7zPVvKnS9/g+ac/5u8PTKdXn1z5zzUcgPyFZz9l2tHbUlhaA0ARuxFkGAEGYcjm5T1u7Xs7ilKPQZQ6dtyjM2fOmEugaAqmaYBGiLk1acb1BK5hi+yKBuluVpxEjV3P7tdyoiz9nkmVxNXWhnn8nnk8/dB8vvlqDRUb6nhi9gkM2jb7M2zdmhpuv34Oj949j2NOGcuvrhjD2Al9KCroRQm7IvixqCTEMiKswUc3AvSnnh50Kx3eROlhGvKSxJyiQzGJwBRgoap6Mn4i0lNVy0VkADZDuUsj+/4L8DEdb03zcEE175McDueWOw/m/858kak73c0N/z6QHXbJ9OT0Rnrg5+S/c/lA9HqhedGH1jVrzgx63fB56XEK3eaW/n+WXj0ZxOS1lMyqeB+2Uf68z1Zy9cWvsW51DVffth977T/AsQospjNHUi1RiqWUQkayiiVY1KR2KcLYHfrw0KvHctu173HIxLt49oOT6dNIic8mQ4S6ugjvv7WUv9x5AKD46EMnDmk38QXrWEiUtQCUlhXQrUcRP36/gcHbdEHiEuZUT3Y7E07s2miNe0bj43IfQ6wsLQB72p795swXWbW8ijMv3omth3Th2CkPZn12VVbU85+/fMhdf/+U6TNG8PpXpyd9rAidOIBCRmYZd+VmMoigLtl98th0tEuGJjmRtoj8BFzpSAhnkKZqdkLb/E9VD3KKnnBsEsPAuaq6vjE0VXWNiDwFXJSjaeSxBUOTGESAktICbn9gOo/fO4/zjnuGvlt34rzfTmKP/Qa1m5dpHpuGG3//Fg/PnMuv/ziZGaeOw+czKNTxBBlCkG0xpAg78hYYFNKLi6hjEfUspoZUz3nTNLjoit0xTYOzj36KR988nkCgeV+a77+1lBFje9K5azGKQYCh7eqaTr+Xd5jUl9dnfcfgC3ds15rNZx/5mi8+Ws5Ln51GQdDHpb98noOPGoHhEqy6tjbMPXd8yj9v/IC9DhzC8x+fzNaD7SDYfvpSxHgK2AY/PZt51B3Ak6SFkU/L18LIp+XLPdrivDfyElW841oXDkd59pEF/OPPcwgU+Dj3N7tw4OHDbfWVK9zVfXbqrnpyp27OJkncFDvG5kEiZdkmeGZ75mcG7ywpHl0B2fP5Niwx+mb+ao7Z+wHeXHAmXboWAuCjBz25gOScy27XuKKUcxsRyjP6tSzltEMfp/+gTlx9636NnJEXsq/z5ee9wlb9yzj3/ybFy3rzW0w2X93dFu7tED+zmn8Ruz6++nwlvzj4Ud5aeCZlpQZeqRS9JVoN3zObmpbPspQPZi/lqfu/4s0XFzNoWFd2mdyfnffoz/Y7b5XV1CXZdGL5TxUctMOd3PP8MfQdUMa5xz5NfV2U+186hpJS214yGrWY+8kK3n75ex74zxeMn9iHS6/Zg+GjkoOpG/TkXPz0btT4G7PfWdPyjS/Qj15teecps+cP+bR8eeSRR+NRxn4EGEA9SwizjBDLEXwE6EexvysnnrALxxx3CC/MeoXbr3+fG3//NmdftjNHnDjGRfKTZueUgaaonb3s9pJ/p/clJFKzudF2rWgBZJuLVxOx40y7tklm6twZI0n7W2Onuk6/4X2x932XOIMIfgoZl8IgekEQenAmtXxJiGXU8AUxRsYwhL/dO5WDJtzFuB2/4ogTRjfYXzZKCaSuiary+qzF3PP8UanlhDaDXttCgL705DzqWEAdixi9nTL1mBHsP34mN/3vQHbdq7/DKCrRqEVdbYSi4hgzFgshlN5rbk1FFswr58n7v+KZh76mU5cgh58wmrMu2Ykli9fzwdtL+fPls1m8cC1HnDiaU8+fwMAhsVR3mmo1qxaWBRf94jlOu2BHxk3ow7zPVlJVGeLbr9fwi0MeZcdd+/Pj4vW889oSem1Vwh77DWLm00cybkKfpDUbSJBhBBnRAtLDZNhGGnnkDnlJYgsjL0nMPbaEeWvcdzXxYrAIsYLrUa3n/beXcvt1c1i2ZCM3/e+geJwwr94AaisLN8+4PaW/pkojaWKbhrFsyQaWfr+BfgM7sVX/Mvx+d0lMdilLlgwk4F6XzQsUsD2bM6WMdq0vrW3j1/Lzj5ZzxhFPMHvRWWkSHoM+/B6DhIdrY67xtdxPHQtSyhbMK+eE/R/mzEt24vSLJuZIDZxYy4VflXPyIY/x/g/nxPs2KKE3l9GkIMgeaGv3tkUtK7gOiPD689/xm7NepqjYT/dexSz5dj2rV1XHIxgMGtrFPrbpwqBh3Rg0tAuDh3WjW4+iBvchdo1HIhbr1tSwdnUN61bXsKa8mv9v78zDo6rOBv57ZzJJZrKRFQJhUxABZRMQoiiCOyK4FIS6UP1carVWbevy2a+trcWltrVSq2hVrEvd16qoqIiAKLssCsgaZJUA2dfz/XFvkpnJTDJJhmQyeX/Pc57cs9173nvuzbz3Pcv7wz7veDGbv/2BgsPlTJ4+kAt+PJD+xwdQyozh+7zDzHlkOS88sZIRJ3Vn2v8MZvTYniQkuMCyzrFu1V6em72C9av38sr8S31GNwoLyvhqYR5LF+XRo3cnTjnzqCBzXl1kc4fP8xsqLbckxpslH7a+d5yYrE1Ra0lUJbGVUSUx/LRnuSs5QDHLKSePMjby3uvfctcNczl78jHcPvM0kpKD/6Nt6pBUdbWhuKicgsPlFB4uo+BwGYWHy+2/dfGiwnK6dEvimAEZ9B2QQefsxCM2x6ysrJIP3tzAC0+s4uvluzlmQAZ52w6xd1chmV0S6d4rhVGn9mDy9IH07Z/RLLlbjKkKriRKU1eq13HJ6c9z3pT+XHrN0Hp5XbgNJ3Xu7UJ5xkvZSD6vU80hn/TtWw4yOXcO503pH4ahZ1/+evcC9u8t5p5ZZwEguEliDEmcGpbzR+K7XcE+SlhBOTs4XLqFbZv3sHdXBX2PHkCPHpmIODlwaCvfbdrMlo0H2baxgs0bD7J54x42b9xFZWWVrUCm0atvKqlp7lpFsEb5c0oK69Z8R+HhMjqlucnI8pCW6SE9M4nMzC5kZCaRnplAp6wKuvZwM3REb+IcPRCcCA4q2GsvtnHgojNOOmHNrjzI4aLtvPLM17z90npWL93NoOFdyOmZwmcfbsHtcTHu3KO54dfn0aPbUVgbNh2kgj1ANU7SiSELy2JdRTl5GEoR4m3Xit3xMJQY0pt1b1uqJJ4wJN4s+ahXs67dElyZ36qSqIQHVRLDT7TIvYe/U8keDuaX8MdffcyCD7dw1wPjGHVqD1yxTj+FrpzSgnjyD+2tl17od+yt/MW7Y0hKjiMxOZbE5LjaY+tvHEnJsbg9LnblFbBh3X42rttPRXkVffpbCuMxAzLo0z+dY4/LpFuPlGbLWl1tePax5fzldws4ZmAm068ewtkX9CPetsJUVFSxK6+A7Zvz+eS9zbzxwloyshKYPH0g504aTs9jWnGmjKlGqKqfDNS3JIbG5/O2cPt17/PJumvqWUwdJNCF23wscaE843uZRQW7AGu+2OfztvLuq98w940NdO6axI+vGcLlPw26+1eTWf/1XqaOe47XP7+co/t5KwUOsrkTB+6gdUMl0t9tQzXVFOMgod4UgWpTailtXh8SVRSz/sBv2bJxH1s25rNl4wEO5ZeSluEmPdNDelYC6ZkeOiVnkpVjSEmN97HmpTDRx7OTdf0SHLgRv2HWauzr4/JJ28VManZeKCos54v529m5/RAnn96bo/qmATFkc7tP/1VTjrVm23d/yIau3xxariS6zZJ5vVvcjqbiylivSqISHlRJDD/RIncVhyhkMeXsoJxtLPhoM3+/ZyHrVu3FVJtaJS7RVui65+RQTSVJyfEkJseSkFxZq/ClJHcmOTmBxGQ3nuQSEpINCYmxxMak4CQVawC8hEr221ePwUVn+1ioZA/G3hY5f38cm9cfYsO63XyzbjMb1u1m/eq9JCTGcsqZvTn1rKPIPa0nySmhbDAM3337A7+++l0qK6u597FzaofHXHSjZqi2gp14z3+rqqpmyYIdvPH8WlYsKmDk2E7c8tuTSc9MaOJd9n/3vOd7+g8V28fG28e18alR57qOkJVFYwwTR83h6ptHMOmSgbXpLrpbc1YZhYsMnzqhPOO7uJdqexX0y3NW89fff85lPx3GuRf1q11pGi6Ki8qZMOIprr9tND+6YlC9/M7cSgwt91QaLe+2N+XkUcRSKsijgt1YT5KDGLLs7V+EgoLDxCdZFmEnKbjIIZ5j8DCsxcpYOTspZinl7Ki1ENZYHC1L4HBiaRvPOeFQEr+Y1+eItK0hYjPWRK2SqAtXFCVCcJJCCmcD8AMvMuZ0w5jTg38VOwrGkZ00vjZeTTlV5OOkk898IIOhinwEJw6S/eZFllBFATGk+exPZqiikgM48NAtI4HjxgBjoJzt7OMxjDF8s2Yf8+du5plHlnPTZW8zcEgWp5x5FKeedRSDTuhSb7V2RUUVj/15CY89uISbf3syV1x/Qm2ZWPqSyYzasgd4jRKW1d0bp4PcsT3JHduT3dvhkQc/YGz/2Vz7yxO56qYRTdygvKF9HwPkCeBl1fP5yGuGFXHhx1spKSpn4pS6/eJc9CKLq5t8Lm9iyKDcVhILDpfhTnCRt/Ugsx9c0mjdeLeLsy84huG5OSFNLfjNzz9k0PDsgAqiEIsjDCuboxVrWNbaa7CaMqo4iJNUHNRtOh7PITxUIsTgpPkW+8DX71arBNb9z/C9fvtFmvVOKsFRS2Iro5bE8BONcldRRCHzKWOLbW2o8frhwkVX4umLKRhCclJ4LUSNYdkfV1HMasrZhsGaG1hSXMGSBTuYP3czn32wmT27ihh5cg4VFdX8YE+237+3mNFje3Dvo+eQ09P64XPRhVh6kcSpPnPwqimhgPmUsZkKvsdbeauZk7h54wFm3v4Jq5fu4tf3jOWC6QMD7uHmL0GTt80J8zY/V056mXET+thzEZ04SSWVycQR/IMglGe8koP2M7ON7Xmb+ODNb+2cGPujQaimBAIMnef/UMIbz6/FGLjtT2OZcNGxAa9x+FAp9981n88+2MJ7y64kIbFOsXCSaltCRxNHz0buQmhE47sdCip3cBq2JHrM4o+POSJta4i49FVRa0lUJbGVUSUx/ES73IYKW1F04qJz7Vy1tpa7imJ2M5NA+wt+n3eYZYvy8CTEkpbpISPLQ3qmB09CnVKRQC6dmNDodQr4nMO8Vxv3X7iyZMF27r51HqbacNefx5M7tiEFpTlKIoRzW40zBj/BvY+dwwmj6ob0YulJJtcErdPUvq6mjAp24yCeGDJrhyjL2cU+ZgWsY4xh0afb+N/r59K7bxo33Jlb20ZjDG/+Zx1/+OU8xp3bhztmjiUtw1NbN4bOdObnIbcvVNr6GW8rVO7gNKgkDk0wiz4O/IFzJIlPWx61SqIONytKhCO4iKX1t3VoDCce0phGIYuoYKfP3nhdc1LJmZKNNbW92K9eOvH0IZnTQrpOAiOppohSvqGSfT55gpvRY/rzzhdH8dZLq7j1J+/Qf1AWd953Gn2OzQhyRntnOP8piLWbHhJgyCqIL+hmcPL4Xiyct9VHSazkQIvO6Y+DuIDWvFiy6cRke0X9TrytiiLCSaf14v0VV/Hso8u5cfqblJVW4nAKFeVVZGUnMvuVC33csjlIIJYeJDO+3rUUpW2IzOFmETkbeAhr7soTxph7/fJnAA8AO+2kWcaYJ1q1kQFQS2Iro5bE8KNytz2GairZSyX7cZKKiy61Fs8qCuyFKE5cdMOJp+GTNUA1pRwo+I6EJMFFV5ykIAiGavbwIEWl+3l61lIeuW8xE6f05+bfjiEjK9jillB9P0M4LYmfvP8ds2Yu4tX5l9WmuehKFj8LWudI9LW1599MAg0/g7VYaFdeAQ6HIA4hq0uCzzzTeAaQxvSQNv5uLpH0jLcmKndwGrMkLvykJRvHNw936pcNWhJFxAlsAM4A8oCvgGnGmHVeZWYAw40xNxzh5jYJ3ZpcUZQWIzhw0QU3xxFLN5/tW5wkEc+xxNO3RQoigIN44uiBmwHE0KlWQREcpHIxyfFHc90vT2L+N9fijHFw2oDZzJq5iJKSioCt9g3BpQsno07pwZrleygssFwqOkklmbPCeo1QcOAmjR/hIptAMjqdceT0TKdr92SyuyXVKohCHPEcSwrnHFEFUVGaTo3HldYOjTIS2GSM2WyMKQf+A0xqqbStgQ43K4oSFcTRm0yuwVBJXPoz3P2Qhxk3DGfm7Z8w9tjHmrC4xZ/wulBze1wMPbEriz/dzhkT+1JFPkUsIp7W37rDzfG4OZ5qyqlgJxXsJYYUXHTHSYJtIf6BCvIwGGLJIYaMsOyJpyjhxneTqlYlQ0SWesVnG2Nme8W7ATu84nnAiQHOc5GInIJldbzZGLMjQJlWJSrfdBF5UkT2isgar7QXRWSlHbaKyMogdW8WkbUiskZEXhCReDt9oIgsFpE5IpYXdBF5WkR2ikicHc8Qka2tIKKiKEEQYkjhXFx056i+6Tz+6kU8/Nwknnp4KRNGPMWmb/YHrRkUY7zc9Plk0LBP7fp5e3cX4va4WPjx1tq0cr4Pfu1WwEEscfQmkROJ51icWEP0loU4Ew9DSWAYLrJUQVQiGMGIs9UDsN8YM9wrzK7XsPr4/3N4G+hljBkEfATMCf/9aTrR+rY/DfaGczbGmKnGmCHGmCHAq8Br/pVEpBvwc6x5AcdhTTC9xM6+BTgfWAp4+7aqAq4MtwCKojQfF13I4jqy+Q0ehjPy5O68/cUVTL1yEFdMeIkD+4sD1KoZqgowDC3GClT7hRpF0D+9Gv9h7OKicu6/61PGDXyc9CwP068eUpvn78lCUZRmIo7WD42TBz6rD3PA98vQGPODMabMjj4OhM89UguIyuFmY8xnItIrUJ5YO8VOAcYFqR4DuEWkAvBQ15FO6n4NvL8K/gbcLCKPt7zliqKEEwdxJDOOcnZSKbuY8bPhfL+jgKsvepUXPpxObKwzQK2GVjaHSt05Dh8q5fXn1jJr5iJGndqDD1f/D9nd6ibnO/CQzOnNuIaiKL4IhkDvdJvzFdBXRHpjrV6+BJjuXUBEso0xu+zo+cD61m1iYKLVktgQY4A9xpiN/hnGmJ3An4HtwC7gkDHmAzv7IeC/wGjgA69q24HPgctQFCXiqGA/leyujd/+p7GkdIrnzuvfJ7SdBlo2x+mcYU/ywVsbefSlC3j42Um1CqKL7mTxC7pwB25af0WmokQdgrV9VWuHRjDGVAI3AHOxlL+XjDFrReRuETnfLvZze6rbKqwRzRlH5iY1jai0JDbCNOCFQBkikoq14qg3cBB4WUQuNcY8a4xZQeCJpgB/At7CUiIbpaCgoMmNDoWioqIjct5IR+XuWDRV7gI2UOLlphDggcemcuOP3+Lf/9jEj6443k6tURgDWBKNaYauaA03T546CrcnhgHH9aGkoCYnnnjGUko80Lg82tcdC5W7+ZgItX0ZY94F3vVL+z+v4zuAO1q7XY3RoZREEYkBLiT4WP/pwBZjzD67/GtALvBsQ+c1xmyyF8JMCaUdR3L/q464txao3B2NpshtcNW6D6zBnQT3PzmGySc9Q3llPlfdNAIRf6uirRWa+h5l6nB4KY+BNtwWhuYm8dSsZdxwl7ef41LclOIhdDm0rzsWKndzkJqFJEqY6FBKIpYS+I0xJi9I/nZglIh4gBJgPNZClVC4hxAtiYqitB5ujqeIr6im0Cc9p2cKr39+GTPOe4ktGw/w+4dOJybG2wpRp/QFXZroM9QkVFVVs2TBDj77YAsOByQkxdF/UBbrVu6hutr4bL9Twlo8DPE/raIoLUL37gwnkWmXbSEi8gKwGOgnInkicpWddQl+Q80i0lVE3gUwxiwBXgGWA19j3R//pewBMcastespihJBuOhMF35JBlfjZqhPXvdenXh94eVs3ZTPjImvUHC4LMhZGuejdzYysscsfn/zRzhjhNi4GPZ8X8Avr3yHfXuKWDx/m18N/TFTlHBi2m4LnKhF3fK1MuqWL/yo3B2LlshdTQl7mUUVB33SKyqq+M2Nc1m6aCdz3rmYbj1S6jLt9zXwmmcHBnjojwt59rEVPPKfyYw82dfPdllZJXPf2MAJo7t5nVdIYCRgqOQQLjKJpTuxdMdJCv5oX3csVO7gNOSWb+iwTmb+glOOSNsaIiXx7Qbd8rVnOtpws6IoHRgHbrK4iXK2UcoGilgEgMvlZOY/z+Hxv37J+aP/zb/euIghI7KtSiLW2hUE3w2yrd+p0pJKnpu9goFDOtO9dyef6zlJIzWuDxdN7QUILrIpYxNVHKCIJbXlyvi29tjDcFK54MjcAEWJckwIq42V0InK4WZFUZRgOIglnr62V5bs2nQR4ZpbTuSef5zF5ee+xLuvbaDWN6s47O0uHCBOO1hpbo+LT9dfy4DBWZw5+Alm3VvnK7qKAzhJJI1ppHEJDtxUcQCA7VsO8tSspVw+4UXefmldbTuKWUo1gTb7VhSlYax9Els7RDNqSVQUpUMiCJlcSykbKCePQj4Hqjl7cj+6dk/mykmvsHVTPj/91SikEetEQmIst90zlqlXDuYPt85j0B/+Rt/+6QwZ2ZXBI1bhinVyYH8xB/YVs39vMV8u2MGh/FJOO+doju6XzstzvmbilAG15zNUHWHpFSVKCc0DihIiqiQqitJhEVy4GYibgVRxgBIsd++DTsjmrS+usFc+5/OnR87C5WrcYtDr6FT+9cbFlBRXsHblHlZ++T2fz9uKMZCW4SYtw8NxQzvz42uGcvywLjgcQv4PxYzu/Qjl5VXExjqJIQsHiUdadEWJQiLW40q7RZVERVEUIJUpxDOQcrZTzHK65iTz2oLL+Nm0N7n83Bd59OULSekUmo9lt8fF8NwchufmNH7ddA9H90tn2eI8Rp96NG4GIbryWVGaTo3HFSVsqF1WURQFEJx4GEQnziORXAASk+J48s2L6Tsgg8m5c9i+5WAjZ2keY87ozYIPtwCVFDCPcnZjmuUzWlE6LgbB4Gj1EM1Et3SKoijNIIlxpDIFDycQ40zk7ofO5LKfDmNy7hyWLQ62F3/zGXNGLz77cKsdM+zjYXZzL4eYq8qiojQB3ScxvKiSqCiK4ofgwMNgUrmQTkwE4MobR/DAExP4yfkv89aL6xo5Q9MYnpvDpvX7OZhfUptWTSGFfEYF4VdKFSV6kTYI0YvOSVQURWkAN8cDhlK+4YwJCfznoyRmTHyZrZvyufHO3EZXPodCXFwMw0/KYeHH25hw0bE+eVUUAZ0CV1QUxQv13Rxu1JKoKIrSAILgYTBpTCWDKxkwuDNvL5nB+69/yy0/eYfy8vBsVzN4eDbrVu6plx5DeljOrygdA0cbhOgluqVTFEUJIy66kMY0emaP4NX513D4UBnTz3yB/AMljVduhG2bD9KrT2ptXPCQwGhcZLb43IrSMRCMtH6IZlRJVBRFaQJujiOdS+mdcCePvzqVwSOymTD8KV56enWLrIrrV+/l2OOzauOGYopYTAX1rYuKogTD2QYheolKJVFEnhSRvSKyxivtRRFZaYetIrIyQL1+XmVWishhEfmFnddVRD4WkTdFJNFO+52IFItIltc5CltDRkVR2hYncWQ6LuOPD1zL/Y9P4o3n15J71CP884EvOHyoNOTzlJVV8tmHW9i6KZ8+/esPLVeSH85mK0oUIxhxtHqIZqJ14crTwCzgmZoEY8zUmmMReRA45F/JGPMtMMQu4wR2Aq/b2T8HbgSOAi4FHrXT9wO3AreFWQZFUSKcePoST1+mjL+CU8c/xKoVa3j0z0s4oevDHN0vjWGjujH0xK4cfWw6iUmxJCTG4kmMpbSkkvlzNzPvv5tYOG8rfQdk8Pu/nY7b7ap3DSdJVLaBbIrS3jCgHlfCTFQqicaYz0SkV6A8sZYiTgHGNXKa8cB3xphtdtwJVNvBexLCk8AMEbnPGHOgJe1WFKV9IjhI5SKGDU1i1sozaQAACg1JREFU1nM5lJaWsnbFblYs+Z5P3vuOpx5eRnFRBcVF5RQVliMinDy+J2dN6sd9j55PWmYs+O2HGEMGHobioitl6ACFojSKelwJO1GpJDbCGGCPMWZjI+UuAV7wis8C/o1lgZzulV6IpSjeBPw2lAYUFBSE3NimUFRUdETOG+mo3B2LyJU7lXimEkcVbvYz6rh9jD4uDtdVXXCSBEAVBVSwG0MZMWQSQwaCk+qCCirZQxUHcJCMi844cANQSGEEy3xkUbk7Fi2XW6LeA0pr0xGVxGn4Kn/1EJFY4Hzgjpo026J4SpAqfwdW2sPYjZKUlBRaS5vBkTx3JKNydywiX+5OQJ8A6UlA1yB10ho8Y+TLfGRQuTsWLZZb90kMKx1K5RaRGOBC4MVGip4DLDfGhLSs0BhzEHgeuL5lLVQURVEUpXmI7b+5dUNILRM5W0S+FZFNInJ7gPw4e4HtJhFZEmzKXGvT0SyJpwPfGGMa83PVqLUxAH8BvqLj3VNFURRFiQgi0eOKvRD2H8AZQB7wlYi8ZYzx9u95FZBvjOkjIpcA9wFT65+tdYlKS6KIvAAsBvqJSJ6IXGVn+c8zrNna5l2vuAerI19ryjWNMfuxVkLHtaTtiqIoiqI0ByFCPa6MBDYZYzYbY8qB/wCT/MpMAubYx68A4yUcPj9bSFRavYwx04KkzwiQ9j1wrle8GELzg2WM+Z1f/BbgliY0VVEURVGUMBGhHlC6ATu84nnAicHKGGMqReQQli6yv1VaGISoVBIjnQj4OFAURVGU9si2YBmrl+2emyP3ZrRmY2ziRWSpV3y2MWa2VzzQj77xi4dSptVRJbGVMcaohqgoiqIoYcYYc3ZbtyEIeUB3r3gO8H2QMnn2ItsUoM33Xo7KOYmKoiiKoigRwldAXxHpbW+xdwnwll+Zt4Ar7OOLgY+NMWpJVBRFURRFiVbsOYY3AHOxvLc9aYxZKyJ3A0uNMW8B/wL+LSKbsCyIl7Rdi+uQCFBUFUVRFEVRlAhDh5sjABHpJyIrvcJhEfmFiAwRkS/stKUiMjJA3Z4isswus1ZErvPKG2vXu9+OTxKRN7zy77C/WmriE0XE3wTeqjT1XoiIQ0SeEZFFIjLQTlshIkPs4xgRKRKRS72usUxEhrWNhA3K+KJX2lYRWRlqXTuvq4h8LCJvikiiiHQSkR9qtlEQkdEiYkQkx46niMgBEWmV/wMtkdvrHE67f9/xShsoIotFZI79PAz2PoeITBORYhFx2fHjRWT1kZW29totkllEnhSRvSKyxi+9Xfa1nXejWJsKr6353xSg/s12/hoReUFE4u30iO1r+3otlXuriHxt113qlR61/S0i3UXkExFZb5e5qb3I3SEwxmiIoIBlit4N9AQ+AM6x088FPg1QPhaIs48Tga1AVzv+IuAGHgSOBTKx/FbX1H0LWA5k2fGZwG1tfQ+aci+As4GfAZ2xTPhgbVp6vX18gi3jI3Y8AcgHnG0tn7+MfukPAv/XlLrAvcBAYCJwnZ22FhhgH99q34spdvws4L32JDfWFlPPA+94pf3LfrZvtJ8Hh93HSXb+w7bcI+34tcA/24PMWK5AhwFr/NLbZV8DpwEfUfc/KytA+W7AFsBtx18CZrSnvm6O3Hb6ViAjQHo093c2MMw+TgI2eMnVbuSO1qDaduQxHvjOWL6iDZBsp6dQfzUUxphyY0yZHY3D1zrssM9RjTW1YB9wSERqnMp2A14Fcu14LrAojLK0lFDuhRNLvmrqthBYiK9MjwJD7PhILJeLVUe26SHjLSMA9lfyFBr3+uNfN5R78Vcio7+bLLdtLZgAPOGX5cT3Oa/Gmihesw/ZCVgfDm0td5NlNsZ8RuAVju21r38K3FvzP8sYszdInRjALdYqTw++73t76GtontzBiNr+NsbsMsYst48LgPVYv03QvuSOSlRJjDy8vcL8AnhARHYAfwbuCFTBNtevxtqI8z5jbRAO1o/pIsBhjFlvpy0CckWkH7AR+MKOxwCDsP7hRgqh3Iu5wKlYVtG/2GmL8P2n8RlQJiJJdnzhkW96yNTzAgSMwbL4bmxi3VnAY8B1wLN2mve9OAp4GRhux9vyXjRH7r8Bv8b6wfDmIeC/wGgsizPUPecJdvlP8X0m2kLulvS1P+21r48Bxojlm3a+iIzwL2yM2Yn1jm8HdgGHjDE1/dpe+hqaKLeNAT4Qa0rMNV7pUdvf3ojlr3gosMROak9yRydtbcrUUBewho73A53t+N+Bi+zjKcBHjdTvCnxZUz9ImauxLGs/AW7CMu/PB0YAX7T1PQjjvcgDugArsL5A78fy3f1f4Oy2li+QjF7p/wRubU7dAOX6At8AvYHX7bSFWFMTDgCJ7UFu4DzqpgyMxWu4OUj5M4D3sYa7/mqnLccaqtzVHmT2KtMLv+Hm9trXwBr7XRYsq/4W7AWUXnVSgY/tvnIBbwCXtpe+bq7cdrmaqUJZwCrglGjvb6+6icAy4ML29pxHc1BLYmRxDtZQ6B47fgV1PqRfxnrJgmIsC+JaLOtEMGq+wnKBxcYy78dj/fBG0hdYi+4Flu/ui7F+JAyWxfQku94X4W9us/CXEduieyHWfNIm1Q2EsSxUqVhzehbbycuwPhK2GGMKm9n2ltAcuU8CzheRrVh+T8eJyLNByoLVxyOAk6mTOw/LytEWw1Et6euQaCd9nQe8Ziy+xLL8+XvIOB2rvfuMMRVY730uwYm0vobmyV3zPxxjDcu+TgP/56Kov7EXGr0KPGeMec0/35sIlTtqUSUxspiG73DU91hDqQDjsIaHfRCRHBFx28epWD+m3zZwjXVYFscxWFY2gJVY5vxImsvR5Hvhx0LgZur+iSwGLgd2G2MOhrGdLcFfRrB+IL8xxuQ1o24wFmNZjb3vxS9ou/5ustzGmDuMMTnGmF5YP/4fG2MuDVTWLl+ANf1iBpEhd0v6uilEel+/gfX+IiLHUGd58mY7MEpEPPaczfFY89QCEoF9Dc2QW0QS7Ckx2EPnZ2JZ4hqi3fe33cf/AtYbY/5CaESa3NFLW5syNVgBa3L2D0CKV9rJWF9Iq7DmaJxgpw8HnrCPzwBW22VWA9eEcK3/Ap97xWdgzYXJbuv70NR70cA5Rtgyne6VthV4rK3lCyajnf409io+r7SuwLuN1W3gWr8CyqlbLdrLvjfT2pPcXuljaWS42S73DyDPr54BRrcXmbF+cHcBFVhWmavac19jKQnPYik/y4FxQeT+PdaQ4hrg39irYyO9r1siN9b8ulV2WAv8bwjXavf9jfW/3WD9fq20w7ntRe5oD7qZtqIoiqIoilIPHW5WFEVRFEVR6qFKoqIoiqIoilIPVRIVRVEURVGUeqiSqCiKoiiKotRDlURFURRFURSlHqokKoqiKIqiKPVQJVFRFEVRFEWphyqJiqIoiqIoSj3+H0ZEBxRwJt/zAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ent.set_country(country, res_arcsec=res, reference_year=2014, exponents=[1, 1]) # Default LitPop [1, 1]\n", "ent.set_geometry_points()\n", "ent.plot_hexbin(gridsize = gridsize, linewidth=markersize, buffer=buffer_deg)\n", "\"\"\"Lit^1 * Pop^1\"\"\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For **Switzerland**, population is resolved on the 3rd administrative level, with 2538 distinct geographical units. Therefore, the purely population-based map is highly resolved.\n", "\n", "For **Jamaica**, population is only resolved on the 1st administrative level, with only 14 distinct geographical units. Therefore, the purely population-based map shows large monotonous patches. The combination of Lit and Pop results in a concentration of asset value estimates around the capital city Kingston." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Multiple countries\n", "Computing LitPop-entities for a list of countries and plot a log-normal exposure map:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 22:01:13,699 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 120 arcsec.\n", "2019-10-29 22:01:18,024 - climada.entity.exposures.gpw_import - INFO - Reference year: 2014. Using nearest available year for GWP population data: 2015\n", "2019-10-29 22:01:18,024 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-10-29 22:01:31,881 - climada.util.finance - INFO - GDP TZA 2014: 4.996e+10.\n", "2019-10-29 22:01:32,613 - climada.util.finance - INFO - GDP RWA 2014: 8.017e+09.\n", "2019-10-29 22:01:33,412 - climada.util.finance - INFO - GDP BDI 2014: 2.706e+09.\n", "2019-10-29 22:01:34,918 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 24 s\n", "2019-10-29 22:01:34,919 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-10-29 22:01:34,920 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 22:01:34,921 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-10-29 22:01:34,922 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-10-29 22:01:34,924 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-10-29 22:01:34,927 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-10-29 22:01:34,971 - climada.util.coordinates - INFO - Setting geometry points.\n" ] } ], "source": [ "# Initiate GDP-Entity for Tanzania, Rwanda, and Burundi:\n", "ent = LitPop()\n", "countries_list = ['BDI', 'RWA', 'TZA']\n", "ent.set_country(countries_list, res_arcsec=120, reference_year=2014, fin_mode='gdp')\n", "ent.set_geometry_points()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/Documents/Python/climada_python/climada/util/plot.py:318: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "data": { "text/plain": [ "'GDP downscaling with LitPop for Tanzania, Rwanda, and Burundi (2014)'" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot GDP-Entity for Tanzania, Rwanda, and Burundi:\n", "# ent.plot_hexbin(linewidth=2, buffer=.3) # plot using linear colormap\n", "# ent.plot_hexbin(linewidth=2, buffer=.3, bins='log') # plot using logarithmic colormap\n", "norm=colors.LogNorm(vmin=1.5e2, vmax=1.5e9) # setting range for the log-normal scale\n", "ent.plot_hexbin(linewidth=2, buffer=.3, norm=norm) # log-normal colormap from USD 150 to USD 1'500'000'000.\n", "\"\"\"GDP downscaling with LitPop for Tanzania, Rwanda, and Burundi (2014)\"\"\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sub-national (admin-1) GDP as intermediate downscaling layer \n", "\n", "In order to improve downscaling for countries with large regional differences within, a subnational breakdown of GDP can be used as an intermediate downscaling layer wherever available.\n", "\n", "The sub-national (admin-1) GDP-breakdown needs to be added manually as a \".xls\"-file to the folder *data/system/GSDP/* in the CLIMADA-directory. Currently, such data is provided for more than 10 countries, including USA, India, and China.\n", "\n", "The xls-file requires at least the following columns (with names specified in row 1):\n", "- State_Province: Names of admin-1 regions, i.e. states, cantons, provinces. Names need to match the naming of admin-1 shapes in the data used by the python package *cartopy.io* (c.f. *shapereader.natural_earth(name='admin_1_states_provinces')*)\n", "- GSDP_ref: value of sub-national GDP to be used (absolute or relative values)\n", "- Postal (optional): Alternative identifier of region, if names do not match wioth cartopy. Needs to correspond to the Postal-identifiers used in the shapereader of *cartopy.io*.\n", "\n", "Please note that while admin1-GDP will per definition improve the downscaling of *GDP*, it might not neccessarily improve the downscaling quality for other asset bases like produced capital (pc).\n", "\n", "*How To:*\n", "\n", "The intermediadte downscaling layer can be activated with the option *admin1_calc*.\n", "\n", "The option *adm1_scatter* produces a scatter plot to compare the modelled and observed GDP per admin-1 region." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 22:01:47,537 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2019-10-29 22:02:01,615 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2019-10-29 22:02:01,616 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-10-29 22:02:12,732 - climada.util.finance - INFO - GDP CHE 2016: 6.702e+11.\n", "2019-10-29 22:02:13,800 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 27 s\n", "2019-10-29 22:02:13,801 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-10-29 22:02:13,802 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 22:02:13,803 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-10-29 22:02:13,806 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-10-29 22:02:13,807 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-10-29 22:02:13,808 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-10-29 22:02:13,852 - climada.util.coordinates - INFO - Setting geometry points.\n", "2019-10-29 22:02:17,135 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 30 arcsec.\n", "2019-10-29 22:02:32,488 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2019-10-29 22:02:32,489 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-10-29 22:02:44,186 - climada.util.finance - INFO - GDP CHE 2016: 6.702e+11.\n", "2019-10-29 22:02:54,177 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 38 s\n", "2019-10-29 22:02:54,177 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-10-29 22:02:54,178 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 22:02:54,179 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-10-29 22:02:54,179 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-10-29 22:02:54,180 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-10-29 22:02:54,181 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-10-29 22:02:54,228 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-10-29 22:02:54,230 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 22:02:54,231 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-10-29 22:02:54,231 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-10-29 22:02:54,232 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-10-29 22:02:54,233 - climada.util.coordinates - INFO - Setting geometry points.\n", "2019-10-29 22:02:56,458 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-10-29 22:02:56,459 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 22:02:56,461 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-10-29 22:02:56,461 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-10-29 22:02:56,462 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-10-29 22:02:56,464 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-10-29 22:02:56,464 - climada.util.coordinates - INFO - Setting geometry points.\n", "Done.\n" ] } ], "source": [ "# Initiate GDP-Entity for Switzerland, with and without admin1_calc:\n", "\n", "ent_adm0 = LitPop()\n", "ent_adm0.set_country('CHE', res_arcsec=30, fin_mode='gdp', admin1_calc=False)\n", "ent_adm0.set_geometry_points()\n", "\n", "ent_adm1 = LitPop()\n", "ent_adm1.set_country('CHE', res_arcsec=30, fin_mode='gdp', admin1_calc=True)\n", "\n", "ent_adm0.check()\n", "ent_adm0.set_geometry_points()\n", "ent_adm1.check()\n", "ent_adm1.set_geometry_points()\n", "print('Done.')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/Documents/Python/climada_python/climada/util/plot.py:318: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "admin-0: First figure\n", "admin-1: Second figure\n" ] }, { "data": { "text/plain": [ "'Note the small differences in eastern Switzerland.'" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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3UbP56BjMVEkhLObr5d4mYnaGP4RpiIOCDu7JUFpdqQ+tRDBTO2CU1dEiUhby35b2N+H8FfOWOVxVKzDTsQIQKFu/U9UxmPXJB2LW6BXCPRjFc0+gWVVfD9wXAC/lPadSVf1ZZ/KEWKOMZM2duPl/F4TC9cMop4+p6hV5cX7MmptRtgWWamGnW3yQL9O6QERGYjrgMzFLESoxU8yF1NsFQFUwCPZUGl0lvw8agbEYLiWvjYlIMWYga2UBZn1tuF7FVXVREL6QOrIYY81sTSORl0Yh7Tzf/8vOMh0o228Ch3cWthNaFdRdWa2g/jvk9nIozbG6enNQa9ipwCEisi1GQXgkcF+AWTsaLtsyVd0/8L8ds9Rq06DvvIDO2+zHHTyPP4bCFQVyLGLNjTeQ12ZFZDRm9uYzuk6rfF2u16qawox135W8XfuqOg+zZnd/zJKVsN/80DMI785ufVH4EWZTXOsY3O4YV8C4Es6jyWiegtzG39GhsCMxex1+r6r3sSZt9Z2Fbvr8Jn3nAuCKvPIobjU8BJvpbsJsJrxUQic8BLSrKxU6pvRVClVQoyISD/21tXNuKWZNTyE8CWwm5miNiIgcgTFNPx4Kc4yIjAk68MuAB1XV66a420VEthCRySJSE1wPx1jO3ggFewkz0L0UXE/Pu85nOcayEC6fPwH/p6r5R1FMBQ4SkX1FxA3Ke1KrPAVQhnkTrBORYZiphkL5O3BCqNwv6SBsDNOJLgdyIrIfZm1eK0uBahGpaC8CETlZRAYGv8dgptueBwgsyu8BlwRlcBhmWuahdqIrw1jSWkRkJ8zbfms63xORrUXExax3zWKsUojIpSIyvT0ZA4XUB65ntSUGTH3aTESOFZFo8LejiLS+MbcrTwdplXbwNyWQtxxjDX5VVds6tu1e4KTgGfbDTM3dHSqLqIjEMW0/EpStG3g/DPQTkeODuvdDzMzDq4WU1TegdZPM8iCdnxK8EHaGqi7GWENuE5F+Qf5268401oL7gV+KyEbB4DIFsx4vh5nqPFDMUXYxTN8W7of/CFwRDKStx34d0upZSB0J0jhIRHYO0vgdaw7wfwfOD8qrBvivNvJwhojUBIPhBZiZIgKZVNo/3/Zc4EQROS/UtmuAjQoot1Zexkzl705Q9zDTmxsB3yOkoLaFqi7ErJ++D3goULzArL1vEJHfiEgiqONbyeojBMsw/UOTiGyBWevcIXkKcv7f6UH+o5hnkgKOa8OI8RfM89pVREowdeKfgfGDYByLY2bsWseE1pmHCSKyuYg4Ys4A/wMwXVXrA/+C22ygHB6LMbi09UJ7EmaJQ7KQ+DAK+Q6YNcZhq2tHY1xn48rXyFeQ2/j7S5C/YZgNxLeq6h/biOpe4FciMkxEhgKTWbPvjAXPQVitE7W23anAd0Rkr6A/PRujJM4M7r1b8o4IC/E/wOnBsxQRKRGRA2S1ceZm4G01x1Y+gekjwrSrKxXYX7RJkNfWIwqLgutWvw7rVSdlVTja+RqCuZiOPfx3OV9fg3oIZvNOHWaX+Cg63hi0C2bBen3wf5eQ33RW70xrwEyLtLkOrq10Coi7zfWagf8wTAe+CLNuahFmbWF4Xc5pQZojg+sDg+vwAutLWXOx8mWYRleHWYivGEtseCf/rkHYCRhld2VwzxPAiPbkZ81NUmODPDdhFLzJdLxWOF/O8zAdVCG7+M/AKKJ1mMHgAUKbKTBKeOvO+a/t4scs6F8alPNc4FrWPFFgVJC3FGZNztfWQofC/hAzvdGIUR5vYfUa4KOC+5NBen9g9Zrl/8W8vXbUBi6ijTWjmLWFTwTPaAWm89uuAHlGsfY7b49n9W75cN0ZEQrzqyCfDUEZh9cs3c3X2/MJIf9dMcpAE/AWa67R6rCs8usKX1+DGq5na5QBZn3xSkynfgOm/rfW6RPIWx8aTovVR/csxUwz/zNwn8Sadb9LaXTSxyxkzZ3HU1m9xtLBrANdENSNqYTWyAbPcD7t7+L/Faa+NmLWFE9pS65O6skJoTR+i+nHWvuXYsxgXEfnu/jrgrItDvxqArmqO0h7AsZQ0Lq28aOg7KtDsrVZ1qE4vgQ+yHN7EvNyWVJA/ltPWPlenvtQzAvEkqCufLX+ldVHWjVhLLaXseZpA52umWtHlt3poL8PwvwkeF5J8nZiY9pOfpu9NPA7CmPZTGIs4/cSrOPvrM2yul63ylOHaRM7ttWG8+4taG0icFcgW2kbdaS9Ma7dcYUu7m3IS/OSvPw2YabwW/0Fs2Z6ZfB3DaH1p5ixKP85hPuAwzGbIxuCsGNDfs8Dp3Qg2/cxL1WtJ0j8A/PCdAim7VYF4UqDNI4OyVSQrtRB2m2WaRt51ULqVSFlVWh7at0F26cINPOpqrpOvsRk+fYiIu9hNqW0OwUuIsdhjh/ZZd1J1vcopKwsfY/AiluHmbqeU0D4uRjF/bk2/I7BDLznd7ug3UhgRZ+KUaDaWnb1raC326yIXIzZAHxMp4E3UIJZjPcxy+6y3Rz3dL6hrhS0lacxxzoeoapPF3DPWterYPbqRsyJKGNUdXZ7YdeLL3FYLD2Fqm7XkX8wbfJz1jw4+1tJZ2Vl6TuIyEEYq41g1vN9iLGGfSNUtc8fPh5MqZ8F3PVtVk6hd9tssDzkJMyygW8tajZNFbJZqldQ1Zfp4ocXvkm9UtU/s+YHEtplff4KkcXSo4j5KtNyzHTTX3tZHIulKxyCmSb/EnNczpHaF6fLuplgDXgdZkf4TZ0Et/QQInIKZonLU4ECZLF0mT45xW+xWCwWi8Vi+fZiLagWi8VisVgslj6FVVAtFovFYrFYLH0Ku0lqPWPUqFE6b16HH3iyWCwWi8XSNvNUdVRbHvtuIrqiuS2fnuXtxTytqt9f9yn3bayCup4xb948emvdcGNjI2VlZZ0HXM/YUPMFfSNvhx56KPPmzePdd9/t1nj7Qt56gg01X2Dztj6yoeWr9SMYbbGiGd7M/87XOiBy6YbxadLuxk7xWyyWHmXw4MHU1dX1thgWi8ViWY+wFlSLxdKjDB8+nGXLlpHJZIjFYr0tjsVisbSNsOZHgS29irWgWiyWHuWss84iFosxceLE3hbFYrFYNnhEZIyI/F1EbheRH/a2PGuLVVC/ISLiisi7IvJ4cL2niLwjIu+JyCsiskngXioij4nICyIyNHA7QUR8EdkmFN9HIjKqN/JisfQEpaWlvPXWW7z//vscf/zxvS2OxWKxtI/0wl8hYon8SUSWichHee7fF5FPReQLETkvcN4P+G9V/RlwXJfLoI9gFdRvzlnAzND17cDRwafA/gpcFLgfA9wRhP9FKPxC4MJ1IKfF0mtsvPHGTJs2jfvuu4/rr7++t8WxWCyW9Y27gTV2+ouIC9yKUUjHAEeJyBjgPuBIEbkWqF7HcnYbVkH9BohIDXAAcFfIWYHy4HcF5lODAC7gB3/hd6bHgbEisnnPSmux9C777rsv1157Leeccw5PPfVUb4tjsVgsX6ePWlCDT8auzHPeCfhCVWeragZ4ADhEVZep6hnAeUBtF0ugz2A3SX0zbgLOBcJncJwMPCkiKaAB+E7g/hfgfiAOHBsK7wPXABcAdv7TskEzefJkXnjhBU477TTmz5/f2+JYLBZLX6C/iLwVur5TVe8s4L5hwILQ9UJgQrBM8AKgBLi2u4Rc11gFdS0RkQOBZar6tohMCnn9EthfVd8UkXOAG4CTVbUOY4Zvi78CF4rIRoWk3djY+A0kX3uSyWSvpNvTbKj5gr6Zt3333Zc5c+Z843rcF/PWHWyo+QKbt/WRDTVf7dI7u/hrVXX8WtzXlrSqqnOBU7+ZSL2PVVDXnonAwSKyP8YqWi4iTwBbqOqbQZi/Af/qLCJVzYnI9cBvCkm4Nw9N3pAObA6zoeYL+l7eBg0axJw5c7pFrr6Wt+5iQ80X2Lytj2yo+WoL6R0FtUJE7gSmqeq0Lty3EBgeuq5h9bLC9R67BnUtUdXzVbUm+GTakcALwCGYirZZEGxv1txA1RF3A3sBA7pZVIulT3HHHXd8qwY8i8Vi6YR6VT21i8opwAxgUxHZSERiGF3kse4Xr3ewFtRuJLCEngI8JCI+sAo4scB7MyLyB+DmnpTRYuktamtrmTRpEp9++ikzZszobXEsFotlTfrwQf0icj8wCbNedSFwiar+r4icCTyN2Yj9J1X9uBfF7FasgtoNqOp0YHrw+2Hg4QLvuxtjOW29/gPwh+6Wz2LpbZ599lkOPPBAhgwZwqxZsxgxYkRvi2SxWCx9hU6n+FX1qHbcnwSe7EnheguroFoslh7n5JNP5rvf/S7Tp0/vbVEsFoulfXrHglqvquv9pqbuxiqoFoulx1m4cCH33Xdfb4thsVgsfZG13SS1QWMVVIvF0uM4jkNdXV1vi2GxWCwdYy2ofQa7i99isfQol156KQB77LFH7wpisVgslvUGa0G1WCw9xu9+9zsuu+wybrjhBkpLS3tbHIvFYumYPrqL/9uItaBaLJYeY8qUKVx88cWcffbZvS2KxWKx9FUqROROETmotwXpS1gLqsVi6TFisRiVlZW9LYbFYrEUhl2D2mewFlSLxdJjbLbZZkybZjelWiyW9QDppT9Lm1gF1WKx9BibbbYZ8+bN620xLBaLpS9jp/jbwE7xWyyWbmfZsmWMHz+ehQsXct555/W2OBaLxVIYdoq/z2AVVIvF0u2ccMIJpNNpli1bRv/+/XtbHIvFYrGsZ1gF1WKxdCvNzc0888wz3HPPPVY5tVgs6xd2TWifwa5BtVgs3cr5559PaWkpRx99dG+L8q3A930uvPAMhg0bRFVVBYMGD2D7HcZy/U1Tels0i8ViWWusgmqxWLqVRx99lMMOO6y3xfjW8OmnnzJlym1sOaac//rVRI46YUdKK7OcO/kibrjhBgD+9re/0a9fOaNGDuDpfz3VyxJbLH2Y3tnFbzdJtYGd4rdYLN1KXV0dw4cP720xNnhSqUZmzJjBq6++TiwWZWVdhv86d3/UAddbxXe3+SNvv/0WAD/96fHsMamGdHMjBxx4IP958w12GLdjL+fAYumD2E1SfQaroFoslm5l11135YEHHuCyyy7rbVE2GD76aAYnnXQSS5fU0phM0djQRDabw3WFktI4O+48kguu2AscD/GW4njNDB+R4MMP32DWrFmkUmmm3r4NFbElTDo8xz777MHCRcuJx+O9nTWLxWJpE6ugWiyWbuWSSy5hp512oq6uzn5Fqht47/3XmLDT7oweXclek/ozYMTm7LjjWLbfaQBl/QRxhiL+KsRvwk1lcTO1OBLhrDMncMhh97PpppuwzVaDKU/0R7LNPDV1b0bsNI3yslIcx5iLzv3VaVx25S29nFOLpZcRELtJqs9gFVSLxdKtjB8/nrKyMm699VYuvPDC3hZnvcb3fXbfbV/G7TiSJ547Fcig+LhUAUl8TSJeiqL0PIqal+BkKqFlLjjFHLDDUOa9eSALFqziu9sNQpItkGmh2BUWvvJDHnvuPaCIh59azhXX3GYVVIsF7C7+PoRVUNtBRFzgLWCRqh4oIv8GygLvgcB/VPXQvHu+B9wYctoCOFJVHxGRscBdwGfAT1XVF5G7gb2B0aqaFpH+wFuqOqon82ax9DTRaJRcLtfbYqz33HXXXaRSKR751xFAC0o9EAX1UBpRwBEHpQEyi8BLQq4Rsitwkk0M1yTDB9TBMh9iAtnl4PjEHeHHO+d4ZzY89Ox8Djnw+72cU4vFYlkTu4u/fc4CZrZeqOquqrqdqm4HvA78M/8GVX0xFGYPoBl4JvD+FXAwRundJ3SbB5zYM1mwWNYtvu/zwx/+kFWrVnHQQXZD6jdhyZIl/Pa3F7Db7iOJRYpxpBrRYlw/CpoAojhUA0VAKcQHQVEZlI7G2B4qQKtAyyAyHNKV0FgC6QGQjUGuHz+aPJftt9+Bfz765Bppf/zeM/zw8H04+uijOeOMM/j888/XfQFYLL2B3cXfZ7AKahuISA1wAMbime9XhlE+H+kkmh8CT6lqc3DtAgr4rDmJcBPwSxGx1mzLes/GG2/MU089xTPPPMMOO+zQ2+Ksl0ybNo2tttqSoUOHUlwMt9zyPRwvB+oDMUxXEUFwcMXF8XxifgXHuKgAACAASURBVBqIgsRBIuDGgRjggMYhG4WWIsjEQGPgJiAeZ+ORpcyc+Qnz5s1bQ4ZDf3A8L05/hXdmPMfDD93LZpttxsgRQ7jhhhvwfX/dF4rFsmFTr6qnquq03hakL2GVora5CTiX1VP6YQ4DnlfVhk7iOBK4IXR9M/AE8Dnwx5D7fOAV4FjAVk7LesuSJUuYO3cu9fX1lJeX97Y46yV77jmJzz+fzUaj4al//YCdd94EWAlaC34WaET9KI42oU4DaAsRX1F/Fap1qF+GtDSB1wC+C6kc1C1B40WQaQavASldBm4O3CYe/59N2XiP/3DsTw5i6v2P43keM2fO5IvZS3jlod2ZuIMHrsPsJRWce9k7nHfer7n2mit5bNrf2XHH7/V2cVks3Y9dg9pnsApqHiJyILBMVd8WkUltBDmKNiyreXEMAbYGnm51U9V3gQnt3DIFeAyjwHZKY2NjIcG6nWQy2Svp9jQbar5g3eYtkUhQU1PDggULGDFiRI+ntyE+t88/n8011x7KpElFiAygqTmFUAWUouSAclwvSTQF6cQAcLI4WknEy4AOwMkkcBs+B28j8CvR9Apw+oEXg8hQ0C8RvwLcapBacMq5+FfFXHbzh0ycOBHBTPPU1NTw8DMtbLP1lmiugepBNfzP7Ztw0dxZHHL0uxx++HFcffXVXV7GsSE+s1Y21LxtqPmy9H2sgvp1JgIHi8j+QBwoF5GpqnqMiFQDO2GsqB3xY+BhVc0WkqCqfiEi7wX3dUpZWVuG3XVDb6bdk2yo+YJ1m7e6ujqefPJJzjnnnHWS3ob23BKJCP/4+zsccMA4xHHw8EHiCDHUdxBRHM8hWhQjUuSgKFE/i/hmMVukxSeSTEEyB04J6mahKAMxkCIXWpqhrB+UK0SyEMtyyjE1nPIjDyKDzNrUFZ9DrBz69QM3ix/x8KIxfFymv7GU+fMX8L3vfY899tijS+X/6aefctddd/H0008Ti8Worq5m0KBBDB48mOHDhzNixAg23nhjRo8eTXFxcc8Vcg+yodXHVjbUfLWJtaD2GayCmoeqng+cDxBYUH+tqscE3j8CHlfVlk6iOao1ji5wBQVaUC2WvsqBBx7IBRdcwEsvvcTUqVPtOahdpLk5Sd2qBrxsPbFoGfiryEWKEVF8VxDNoq6LHylFNY3Qgqjg+LXUL13FR+8JNfHlbDy4DCcSRYrqwPOhKAfxHMRSkEiCRFFpQp0o6sRQV/HFQeMxXDeORoqQmIeqD2RBGxAVTjp2ENOm1fDi9OkcfeTh3HPf36jp5Kthvu9z/nmTufa6m9hu69FsNBhymWXUfjmHuZ96NDRnaE5laUn7ZHM+qua+SMTBEXeNuESEyZN/wRVTru2hJ2CxWPoKVkHtGkcCV4UdRGQ8cLqqnhxcjwKGAy91JWJV/VhE3gHszhLLestf/vIXJkyYwJVXXsno0aP55JNPGDx4cG+Ltd4wfPgoZs1eQr+qe9hlxwHcfeU2DB43AC82EpEKfKlHKOPTT5Zx5eXP8uYb82mob6GlJYcquK6D5/m4jjByWCkHTxrAjafHIFYNUd/sm4oBbhKNOPhODHVclEqQRtQpJlcyCCQDTn9EV4BfgYiD0EAsGuWph/bg+X/N5YzfzGDEyJGMHz+GiRN357vf3Z3GxkaWLFnCkiWz+OTD9/jooy9YvrKJaES48/ebc8TBm1FWKigZVOvAGYLj+OB/CToUMmlaso0sXCDMm5si3dgITgLNJiDZyPtfNnDRVdcx7cnHiEYjCC7RmMtmm49m4nf2Ze+992ajjTbq7cdoWV9Zvave0gcQbX1dtawXiIj21jNrbGzcIKd6NtR8Qe/lLZPJsOWWW5JOp5k/fz6O0/0Hhmyoz62xsZF3332Xk356NLPmLGT7bfvz63N2Y5PNR/PqG59yx20z+HTmEkaNGs5BBx3GDjvswPbbb8+YMWOIRCLU1dVx6qmn8vzzz9OvzOeLp8eDWwNOBpxlkNgIlWY818ePVONJAtEMvmRQhuHICnynCKEc0Xp80jhahepyHHxUi4ikmiGziiffaOSamz9i1qxV1NWliLgu8bhLcSLC4AFF7Lptgh/vtzHjJm4E0SyNqQRlxYpGi/ClDqE/brYOsitw/cGQTULzIpAh0NwEuSRIKZqMQFMKaODeT6u5/6mP8SNRNFpMKtXCwnnLWb60ieZkC4niOEcddRTXXnMdVVVV6/S5baj1cUPKl4igqm2qoeNHis74zbqWCJwzeFtVx6/7lPs21oJqsVi6nVgsxttvv83QoUM5+uijuf/++3tbpPWK3Xbbjc9nLeCFF17gggvO5NjjHsH3lVgswoTvbMc//vYsW221VZv3brrpJtTWrgDg4L1GQyIHEQXNgmZRN4OvGVQED89svpIsOTcCEiFLBPCCc/E8QPHFRbUIB3B9D40rEnU4YM8EB+25N56uQKQUcUogu8Acd+UMBF2ILxX4joPi4uViZItAJYYSBSlGySJuPeo5SFSRXAtOJgVuM/gt0CKgEaNgt6Q5brsYx40ZRK6yBG/INniJHMnqGsQdRNpv4OYpT/PnWx/iz3+6mx13Gs81113O7rvs02ZZWSxfo3csqBUicicwzR41tRprQV3PsBbU7mdDzRf0ft6efvpp9ttvP+69916OOeaYzm/oAr2dtzANDQ288847vP/++/zfB6+zbPFsEJex24znx0ef1q4y2Rad5ev555/n1Vdf5csvPyaX9bju+rvWWOtbUVHOQXuXMHdBjjuuG8uWmylIP3OOqtaBU4WKi0cD2aKR+E4FnpNFURwGBF+r8nEoBW0CMkAlPk04miLiR3G8FK63CIcSHA+QFahTgUox6CqgCKQccgvwogNQtwr8ehqbSygtiaL4+NIEMhDHS+JqLWgxDj5OdiFOMgHEILcUmqKQLQF3JVrfDKUjwF8JXhpx+xtrcGWU9MAdyMSi5IqK8aNDefmFWfz+3Af46N1FDBzUn7PO+gW/OffCHrHmF/Lc1lc2tHx1akHt6u6RbsD5mbWgtoVVUNczrILa/Wyo+YK+kbfzzz+fq6++muOOO46777672+Lt7bxlMhkm7rwj77z7Ib6vuK5DSSJKv7IiyhM5wGXRiiyr6ltAYED/frz73kcMHTq0w3jbypfv+1x99dVcf/1VrFrVSL9+ZRQXC8lkmsbGHPfccy9HHXUUAGPHbMoWm3o88OeDQesRJ4fjR1GKQReBX4bjluNLLZ7bn0xkCL7bgDAQTwHqcAgO9FcPZBXKQIQIrjcLoZKI1wy6mAgDEG8VkESd/ojvodKM+jlcGYj6K/FcD98dheMtpbkpQmlpgqw0g+uiziCc3AqEFKIuUIbjz8bxSoEKaJkHJMAvg/R882UsKQJZBk4cKIEiB7xaiA5BY3FSiQjp2BhykVJ8t5mVyxwunnwv0x6cge/DwQcdzE033URNTU231ofero89xYaWL6ugrj/YKX6LxdKjXHnlley2224ccMABnHnmmYwfv7ofbmpqYu6czxkzdtses2x1Jy0tLVxz1RQee/xxPv74E0oSwkv37MxO2w0mlmiEtA+p/rBqFpT0g7IyfF3AzHll7Hfqmxx+yF68MeOTLqc7duwmzJ49nx//aAuuuWpnyitqUJI4upLJk9/nmGOOYciQIUyaNIlUS5rikhL8SBzxmoEcniiOZkBbEKkAyeHkmvClGPFaEJpRpxmhBCWH4iASBTwUH8TF8VMoGRx8IIOTawQpQbwW0BzipEB9RFPgZSGaBQTRJK7fiJNrQjWBEsN3HCAayJTG8Rtx/GA40jTqVCKaA9csMcAV0OBrWhIB34eYorGIOYHAc3CcKEKGWHoxaClOrpxsROlfPYpb7j2RP9xzDPfc9ia3XPMEI0YMZ8zYLZhyxZUcfPCh3VY/LBsAdpNUn8EqqBaLpccZN24cqsrVl1/MksUL+fSLedSuaqR1NuDqq6/m3HPP7VKcf/rjNfzqvCsYPLCa4cMGUlIcpbi4iLLSMkoTUQYMHsyFv7u1W87UrK2t5Yc/OIB//3sGiYTDd8YP4OJfjuKcE8qJ1HsQawC/ERyFeBSK6yHiQzaNo3WMHRrlsWvHMO7Y/7Dvnt/hxFN/yX777VfQF7cuvvhCvvhiHh9/fBxDBwmOJhF/KXh1RLSWG6/bjob6Fey55x5suulI5s5dwG23HkRWsojjEfGbcXABQXL1kAFpFNT7EmegjyQcHL8BnBzilKK5heRiA1HJoOIBaYRGxK9H/BWIZpFsI05mBU4OaKkDzYCbBFGgGSICUoRGWkCbgUY8SeG5CTIRwacJoQTxmnBbFuPkkogkwG9C3Xpwo+AUgzQCHuCDJMGPgJtD3SQ4Huo4+KIQ9VBNgqbNaQO5+USyHiW6knTRNjTH+qNuhBPO2JHjz9yJD96axaWTH+Wwww6nvLyME089iit+dxPxePwb15Wu8vzzz/Pcc8/heR4/+clP2G677da5DBZLX8RO8a9n2Cn+7mdDzRf0bt4+/vhjbrnlFp57+nFmz12Er0r/8jibD4mw6zYDOWyXGp59axGX3T+XuoZGEolEwXHfcccdXHHF5Zywl8OSlVnmLfNpTqVpbsmRyri0tKRZVpdl4IBBzJ676BvlY+6cDxkzZhxVVQluu3wHDtglglaORiSLk16E6AjwmyC3GHQg+DlIr4JMMXgRiDQEVpmBPPbcTH59y2zmL06TzuQoKopQXl6CiJl6BGHIkKEsXfolLS0ZmprSZLM5Ljh/V84/f08cFoGfIJLOEF0xE62oBreUXFS47rbPeP2NWk47ZTt233MAMBBXm3C8FaBDEW3AYTGSLsZpbEYyK2FAf3y3mJzjAx5INaL1qAPZyGg8J42KEvHjiL8CN9eAmwUnm8VtXAx+ArQImheCUwVONchciPdD45X4xc1kYwPxnGrUgWTSoTTh44uDo8uI5qJEMg04mYWgwyGbAu9LcAeCCOTqoagU3GLzAkAGosPwIi3gpFAZie804qM4VCL+SpAMShmul8HNLcP3i4ASstE0zYmtcNwSWuJGAU42CVdccB9/v/sNUs0ZvrfHrtx0462MHTu2y/Wkq23tlVde4cADD6ShoYGBAwfi+z61tbVMnDiRF198kUikb9iPurMP8X2fF198kQcffJDPPvuMuXPncs8997DLLrt0S/yF0OkU/4XrTJSvcE6zU/xt0TdagMVi2SDwfZ/LLr2YP975Pyxbuowh/UvZecxgrj90M/bbfjgUVXL7tDcpqS7jxfdX8Lv753DGz3/eJeX0rJ8dy3/fMZWrz9qLcw73wM9AfCRk50NpAkprILeMOXNqGb3/mzQ1NVFaWtqlPLzz9lu8NH06b7z5JtOmPcqWm1fw6kvH4IhLhuW40g/8VWhRAsd3kVwUPEEkDs0rIQfkBLJAURyKsxAv5+ADhnDQvkOgbAQrW+qY9spyPv7cQb1mfAWfGIl4Nc0NLlXVZYwZuxHb7xBn8OAaor6Pm00CacRPIK4gGgXPJ6IZzvn5puiZO+BLHM+vB0dAfXw3joMDfhTxfCRabOSJxJCM4hYFh/H7SRwpR/16fDdBhAYTD82IMwTJLcfxMkjSQVIKKQ+yaXBLoVEh6oADOC64GShywUvjO3E0EifnOOTcCLmoj6giOR9143jRJGSjOGkfmhSa0lDsAC2QcAAHHAckBmQgEkXdFOqUmo8MaBTXX4kj5fiSQyWGIAguqIOT80CiFNXPoUhT4FTjlPWjZcBoSkr7c8UffsyVfziWf97/Ftdd+ihbbb0VG220ERdedCEn/fSkLtT+wrnqqqu48MIL2X///fnHP/7xleX2o48+Yty4cdx8881Mnjy5R9LuTfbZZx9eeOEFampqqKmpIZ1Oc8oppzBz5syC7vd9f71YCmTpHqyCarFYuoU//+lPnH3WmaTTaY7eu4bfHzSaQWXDwI9B4wJI1zFvWZKzpi4AFgCw6847cv2NN7cbZy6XY8Z/3uS1Fx7ktTc/4OkXXiOdTvPAuRuz3y5RSC+HTBq8YpA6kBRICbCCjapSlJfEqKysIOK67aYRRoFMJosIlBVHGDKgiHNPH8Zvz98Un+X4RFDJ4GkDQhO+C+JmzDR6ehXkItBcB5kMuE2grlHUnBxQh1ZmURVEGimLNPOjHw3j8OhofG0AiYJEaWosprRkBK76qFOO6krwVyBeDnJLEN/FoQIiTZBywFdEWnBLEyAJstESJOKBX4z4zeawfVHwUkhqMU4ujSTrIJ2CaANEIrhRwG2BSBTJLsNRRYtzOC1LQdNQnEG8ZWa23XPMWtBsPdQLOB401UM0AkUexGrNrvtoGZ7bjFAHvo9KDDRujpVSQBtQdVFpQSNJ1KtFmpqhbiVkEsFXrxyjBGuDScdpBm8l4tejkajZuJVbiuM3IuRwUkvxHeMuEgFpCSzaGWhaCdkcZDKULP0Av0xoKSrGoxnF57Cjtubgo7Zk7qxlXHr2Y5x+6qn84swzOeroH3PdNTd321fRHn/8cS644AJuvPFGzjrrrDX8ttpqK0aPHs3rr7/eLWn1NTbddFNee+01PvjgA+LxOFVVVUyYMKHT+15++WWOPfZY5s+f/5VbWVkZ2267LYcddhgnnnhi9zwfe1B/n8IqqBaL5Rsxffp0jvnJESxeupzj9hrIH3+xNTES6KqFaLQEPIGiCohXM7IyQcsft+PO/7Rw+7Nf8srrM6iqKGGHbccydNQW5FJ1fP7pxyxauoJV9c1ksh6OI5QlHAZXJTjnhzX85tAK4on+NMYGQHQlJIqNFU8rIZ4ANw5UQHkxnz60D2++NRtynpmCzrWYqeJEmbHI6XIorzYbb7KrIBdnuy2HMHJoHRRXQWl/oBYfgGpUM4j6IMUIgiI4notSjDrliJZAzoXsCpPnWAVQDyqQiSFFxeC6+G4pJEpwPA8cHySGqIfvlCDEcYgFu+4juF6WiO8ing9OGY5GkVwxSBl4MdAKJLMU8RUSVcSyzahbhx/tRzYSx9E4KIhGkUwM8RPguuAsN4q9XwFNSwEX4i6kYyAe0uJB1MhAOg5uBTjpYCq/GSItEC+DXAm4JWYqPhKBonLzFylDHAWNolQR9ZJEfI+oV4STW4X4ioOD48cRtxwqyqCsAjIKuf6BBXYlNDpQ3B8i9ZACYnHcoiziZ81GquBZkClF/BRuSzNkyiCZNutfhw8BSqGsHqQS/CKcVCmxVD0t5TEcSSC4OJSipBi98RCmTvs1LZkW/jDlYe6+9RH+dNd97DRhPNdfdyMTJ05c67aycuVKjjjiCI488sivKaetJJPJNSz+vu9TV1e3Tj860FPceuutPPbYY+y3337cfvvtpFIp7rjjjg7vefTRRzn88MOZNGkSr7/+OoMHD6a2tpa7776bRx55hEsuuYTJkydTWVnJuHHj+MEPfsCxxx7bpVkTS9/ErkFdz7BrULufDTVfsG7yNm7cON555x32/+5A7jlzONWDN4d0E9qwBOIjINuCtjSB70BxNXi1SLQFqdiYhtp5XPmPufz7sxy1dc24rsPowXG2GhllwuZl7LrVMPpXl4EugeISSAyGus8hWkWjO5QyfQcSNeZgeBZDWbVZr0gGqIfcAGhugZaF4GwETY2QrYWyTSDbCLklMHAkxjTYBKkcOP2hrBkiaYiOBpajEcjGNsanNphqLsPxV+L4KZxcBCfrQPpLyEaguRqaZ0FxP6Og+nMgMQwyLsRXQbwC3FLUzeLTgB8ZjucWA8tQamhoKaK4ZCXIMMRbRSw3H4cEjuch0ohkc+BXQWYVJGtBRprzQh0fSkaBvxDicdSpJhfNImTAKcHNOtD4BeL3M2eUNswCykEqoOkLiA0AEpBeDJFA4SzywFkJZRuZzV+6ADJDIZWEpkXgjzRy5JogPhCyHsSTUCzQbxRepAXfTZOLjEF1FclkhIriCOItQNRDqMTx6hHSQAk4paAL8KUKnEpomYOkiyDWH8l+AY3FUFwBiXqIxPGdCrMxrWURkhsAvo/UzQYdBlkfYsugahOzRthJglsNWQVtxBMlXbotzRVDyEUhIv3xSAJZHCrxqA+WCiSY/ux7XP6bf/LRe3Ooqq7i0EMO47jjjmOXXXb5asq5s7a2cuVKttxySxKJBLNnz253qvq3v/0tl19+OcOGDWP48OHMmDEDz/MoLi5myy23ZPvtt6eqqop+/fqxYMECHnzwQUSEJUuWdFeTXoPu7kOefPJJDjroILLZLFtssQWzZ89m3LhxHHTQQYwdO5Ztttnmq8/VnnPOOdx0002cfvrp3Hrrre3GuXDhQu666y4ef/xxPvnkE1KpFNXV1ey0004ceeSRHHnkkcRiMaCTNaijRN+6qNuyWjByil2D2hZWQV3PsApq97Oh5gvWXd5uuekK/uuXF3HBT4ZwxYlj0HQOkgvR6FBIpdFMi1mXWTkAydYhThOUjYLkYkAgPgga5xqrY1E5pJciRa458zJeBEUNkIhAYhA0zQe/jMbcEMrcD6GkBmKlkJsPJf0hao5HIlMH7nDwUpBcAAyDXAr8VeZTmk1ZSC+A/jUg2WAnukJ8MDhN4DajkZH4shIi4MVGBUpLDJcoTnYxju8hGSAXg+YV0JIFvxqaFpq8RErAWQjxYUZxlkVQVBnsUldwk2h0FOp4aG4xOENpSMYoTSzFS2yC7ydx/GaiXg4322zkz2ZABpmNWI21kBsOLcug2IOSYZCaD7lSqKoyU/iOmDNNvSJILQAGGStv3XyQclRLITkPSgchTik0zzPKaTQKUd/E0W9ziHjmU6nuULOsIrUYGAjJVcF5qcXmfyQHcaBsBOom8d0kXnRz8FeSTBZRnhAkt8hYdKUccivNEgSnCNxSfJahzhBw4vhaC34RkVwUyc6B5jKIV6LuEnKJgXiRfqAO0cwX4NSYI7Ma5qI6AAUkthKKhkGmESGDOMXgeZBtMRuycgPIpF1Sg6vJ9d+RTJGPuj4RyslRFzzrODmaEZTapUn2n3ADC+etwHEcfN+noqKCkSNHsttuu1FcXEwul/vqz/M8mpqaePnll1mwYAGjRo3i448/7vRkiVmzZnHZZZcxd+5cTjrpJA499FCmTp3KQw89xJw5c0ilUqTTaUpLS9l000158cUXqa2t7REra3f3IVdddRVXXnkl9fX1APz973/n5ptvZubMmSSTSTKZzFdhE4kEU6ZM4eyzz+5SGrNmzeLOO+/kqaee4rPPPiOTyTBlyhTOO++8b4WCKiIjgFuAWuAzVb2qu+Jel9gpfovFstY8/8w0Dj38RyiCCOy2fQIS5QgpyJQaZZMsuCvBDfzcrJnyTpQjXj2KQqIcsuVGyXHKIZYBUsYKmYhAJAuSAL8EIgmg2ISNlUO80kzrR/uZKWe3BPyUOSvTKQE3FuwALwMvCl7OWA01aZYG+MXG8uethNISiJSDCzgR/HgVnhMzG31kEPgKCGgc0VKEJtBSkx9JGhnj/WBVLZCASDGkgmUHWmSOTsrGQMvM+kj1EI0grkAGtMjFzUWJpFK4mgRJon6zWb6Q9CHdBMTBLYJskTkpgHLINkE2C9lSs/4z40J9DOJxkGZz7UfAj4IXQbXMWCPjxRAtNQqtVxp8erQMUnFwKpBIcKZpJrg3UmSeYyRqlFhnAETjkK4DvxRwwK034aTEbIZSxfWjiAeO5+PkSpFMDHwxcVEBkeavvkSltOA75XhutVlf60TxVXD9MqisBr8U1RQaKQMqTF1zEjgSw4/G8PsNRGQgyv+z9+Zxk11Vuf937X2mGt+h5yEQ6AAJIIYgoowRFQS5IviDQEQIRAIEuHLVCEFuiAa9JrmgAUMwBpVBBUQRxFzy4XfBCyozKkMYM3Sn5+53ruFUnbP3un+skzCFKXTSLfddn09/ut+qOlX77Kq3+jnPep5neVQzSLZB1seHo1C3jSxnAcSD75IOl0g+/Tl0vmLlvqcy2TiPUCC0EEDJGzHHlE1bNvOaN57L0x5zOaPxKjfftJf3vOc9fOhDH+KTn/wkN998M865b/iTJAlnnnkmL33pS7/ndIBdu3bxpje96RtuO//88zn//PO/5bExRnbt2sXJJ5/Mddddx0/+5E/esV/mu6je85738IAHPOC2n5/61Kfy1Kc+9Rsec/jwYQA2b958h15j165dXHrppVx66aUAvPrVr+aCCy74lj293TpBPVgi8mfAE4DDqnr/r7v954ArsG+taxowem/gH1X1T0Tkzcdlwceg1gHqeq3XCVaHDx/mfe97H6effvo3fJGfiHXDjTcxGE549i+dzEvOvhsPmIswnljL3WcgDvobkcEK+J5pH7WEfB6JFRQFIhjr1p+DchUKB3XPjC1+A7BmrFc2B3FiINC1zVQ0s8VmtCezZo5yCeo3oHIIaXUQza2Vn82ZWUsA7djzpC27LTiIczBZgVYHo0vH4GaRWIJLCb4LmiBuFq9HTP/pOgYMQx+mq7beZBuMRwb6XNuAIXMwHEKra1pXVXAzUA4gTI35DIvmsk8dEhKkzJBqxVjX+rAxyWEOxkcM7DoMrPpZ2xvJzT2vU8jngEVwCbge6Bh622A6gHEC5DAtwbWAoskWnYfBGO3PQihsT9y8SSti0cgaVlHfBTwSgLoF6RjSvul3fQbJBtu7pAdTA+0uawFjCA438Qgj27N4FBJv2lYpwW/CULpHXWbvkWsBKeoDsAHqEdBHYmoaVslxq4dxDmhniK6C66JkCA6kQNWMcxIP24WEnzVZgrQhyUBKxM0g5YT2wVuQPFJ1ezhpoQybPICcyBRPh0f+9P2ZmWvzoz96Bp/77Oe54IILuOCCC45bJ8Y5x1e+8hV+/ud/noc97GG8973v5fGPf/xdvo7vtT772c9y8cUXf8fH3FFg+u3qN37jNzjppJN45zvfyRe/+MVj+tx3Yf0FxoreBjhFxANXAj8L7AU+ISLvAf4N+G0ROQt4y12/1GNT6wB1vdbrJWxF2AAAIABJREFUBKiyLPn1Xzuff/7nf+ZzX/gKeeqZTAObNs2xc8dWNm3ayOLSCgcPHWFpaZXRaISqUhQF27Zt4ZxzzuYxj3kik3LELTd9mnvf73Qe/OCfPqZrPPfcZ/HRj36UU+99Mr/2kpfyyEc9mmf8yrm8/OUv54abFnnAPXbC4sBAkutCvQp0gClMhwYOshqmS0iWQjUESsixx4hAsmQAolyydna5CNUIZAV839jAJADeWDodYRFJTU6mToGc4CYgU7yUIEvgMsRFcIq4EuqpgahqBGEAhUIY2SSoSWKgsOuRZALkoA7PGFSRcAinikyOwFrj3C/H5hKXDkzWoKrQGO2ckwmSjozZnaxAlhr7WS4BI2AZ4mFoFaaPXWvDZAFaQ2jNwXgJEANx44HFajlgchRaGCD0E6gVJjXgQJfBzZmpKashH9rfoYThAKmHkJRoHaFcs5Z9PYS0B6M1299yAZI1C8tvrxA6a8RiDh9WGq3nUeiPobURRivGiPaBdAK6BJMA2RLUESalgfRRF1pjW2O1YEw2I6iWkHYbMgG3hJcOIpEYQCTH6ZhIibCKaAepV0lW11Cd4Pbth3SE3mMeWEJEEFcZ48sAGOBkFsIqlAFiZeA+DmxCVbJgzLtUFAf2kR39PFVvO2v3fCDT2QInOYEamKJxDV8O+eTf/TinP/5fOP1Hf4TPfPbzxz36KEkSrrvuOp7ylKdw9tlns7y8DMDBgwdZWFi4Q7mud0YtLy8zGAzYvXs3dV3fpVmvtzK1ljf8HeoEdfGr6odE5ORvuvnHga+q6o0AIvI24IlYwN0rm2PeCfz5XbnWY1XrAHW91usEqOuvv56rrv5zfv4R81z6h/fncY88lb37v8plb1/kpgMrHDx6iLm5jAc+cBP3OfWBnH56i9m5rXziowf4X+/7Ny6//DVcfPEfIAIhKKfe52584Yu7j+ka/+zP3sx9T53n85/dz5k/9dN0Oy0mkym9juOKlz3YNI7FFGg17ffcWsy+sBYxLdNk1i1zh6cCEqGtBj6rAJMWZG1jz6iMhYwYoMs7pnF044Yt9BCigZo8NRNWUIQElygh7VMnm23OuyQIORKnJpckQ+gBi8CMsaHdFWNGqxQ6s1D0wSVIrBEVhBSJU9y0xiFInZkXa1rAUNGV3IxcGhEZQVaASy0PNSjUbXSYw8Ajc4XJDWjZuYXUYpqGCSSFaWpJjb1ccxCb1nqdgLYahroNtM05L4oF7TfO5Zg3z41dCLgEEJMGdLqNhAEY5XZby5kkomhDaNm/08KO0xbkPeh5YjJHTHN8MsXXE2MpfQdcAXVu77tPG5PVLFTLdvtEoGz+ZIWB2aHY3+Is/kkdMlWIFdr3uFjh0ynqIkIGBMQX4HqoDFCNiLbQjT1Eve2JZnZi2rKLA7xFTmlhbPbEQ/AwCia/kAxJC+i3ja2tx7jBiOzIKrNrn2b53rtwqeJdIFm7gSzvkR3Zy4ZwlOv/7uGc+qQPc697bOcVF72KX3zyLx3T37c7UldeeSVbtmzhwgsv5Nprr+Uzn/kMIsLVV1/Nr/7qrx7v5dHv9zn33HO55pprePvb387u3buPy/SuE7A2isgnv+7nq1X16u/huB3cmtlntRd4CPAG4GIRORu4+Zit8i6udYC6Xut1AtTpp59Oq5UzM9flcY/bCWmbnXPbee0l2yDbRkhLoguEZCeRDOEIyCyn3rPPs86excWMbGXI37z/q5z1vI/yl3/1rmO+xmf+yi/y1r98N//yvp/hHtsz/uqdR5A45L+eswNXbTaTUO3MIa4OWgWSZwZ22i2UlrW4XcOUtWZBppAC6Syky5B2GpNTYeyf1GZAqgoDF0nfoqLy1DST44i1rCsjIzMgHyMzHslygmaQbEWlxoUezi1b7jtdJILr9YGutbSnDUhJO5B0UOdRP4OPR5CwRvRziI5x09RIlrGztWllrGhWAGJt9XyM5KmtdzA2nao4A3ABdBSAwgBe6kx2MJlgoNJh4HwWSjWw6Rrjly9s/1wK0ybCq5iBekLjQjNJQ9UxMDvJjUmsBpBlZo5KxRhDHZtMQmehLhHpGlB1rUZSobaeTMyopgpEopsnZAG/YYqPLZQcv3EWV88YI3nrHoYM6sKeK86a8z94oIuWa7DYsiipJIe0haQlVDmizpjvLLNcW4dphZuM2yCpgV+pUS1w+QZU7ThoA0N7T2UKMYD2TTscE3CZMbuhaN47b3vvnJnaYm17ks7hhkPmP/p/kPZOyGqTCLTnbfBCq83OfovPv+lMnnbRx3j+C57HK3/nd+l3Ul575Z/y6Ec/+pj//n0vtXnzZp773Ody1VVXccopp3D99dfzjne8g/POO48YI+edd95xWdet5Zzjmmuu4bWvfS07duzgvPPO481vPoEkkscvB/XoHTRJ3d5qVVU/B/x/P+CajnutA9T1Wq8ToJxzvOtd7+Zxj/s5XvHiOU47tW/MmyyZFrJcweU14vpErVE9ijgxMxATBKFqtzjvgk9x1lP/C2ecccYxX+Ob3vwu3vMPHf72H27hD16xg5c8fxcyGUA4aIxZOrFQ9wxrFzO0lnw1hmSK1IdMo5gFSPZbS7seGQOYTGB60MBXWIFwBGtrLxqoSKdQ3wLpJmvJV5kxg6PDsGEH6BqsHTL95bRG2jmuGhKzPtEJEo7gRAhUNrpTEnxcQRmA7yI6QXNFkxG4NkpBlDVEZvBxhA8RR4GUNyAhg7gCg4MwjdbGltzMX2Ef9DZZ+5jEGMLqoKUGVKsWBxXmDMzHgPolpNU2BnR81BjQaQvCGvg5GB6BWEI+NiAcJsCokUUoDPaD5Gg5tKzXfAhreyBvIW4VwjIQreWuHdPKhlZjJFtDEmfArToI3S3QG1sAf5mBWwIJkK1AXMVNhXS6n7qTUfs2ZT5Pon1cfQTJEjSPiI7N+BUXkDraxcnksAFqHQAOnUQ4uNfyVus1qJehE8xIV/RMGuJakG6w+CqN4BOI+9FiK7gSdBG0jdNFA6HTo+ByhADhsLHCGu2zJC1bQ10aIK1q00mPV6HrTd4xOdBcmIxgdmqyjOE+Y11zG8pAEiBZhmzWwHK1xt239fnI5feEvMW1X5jhsjf+Mz/zMz/Nw3/iwfzd376djdvuccx/D79bXX311Vx99dfIt1e+8pWICM9//vNRVZ73vOfd5Wv65mq327zoRS/ij//4j4/3Uk6UmhGRq4F/UNV/+D6O2wuc9HU/7wT2H9OVHcdaB6jrtV4nSD3qUY8iz1OufvsSf/hyZ+1VnwAeUTEGq57itTa9Y9qCHCJTxHk0LfBemN9wbCbefH3FGHnMYx7N2lrJC597GhJWbJQkKWhqILPVAj+ENDcWUBPIW6b7G1UWd9TOjbkq1Nr/VQ55YiwahYEWGoOVRqwXnUAns7Z+mkCWmNlq7Kw1rqk9V96yP0mODEoLBNCABtOCqiQG5pwS6IJTvDcDkMit4z4BcUiMOGkYXPXNaM7aQuQnCt41jvjKzp3EckIrMQa49vbeSfO3pgZi0wz13n4Gex5nQfpUqTHQtYepg3bStPRzCA6tEpDEQumlgGQMVdOyrrytzSXGXFYZpBmEBKhtHc6ZDILcfsY3a29AardlRq5WG/odOzYEA8iuQLRGcYiqqQVCiUgLpaZON+EkQ4mgBclkCa8ZmhYGEGkh7QzGHhGPFokZr3xuf8epnXdMjAiOqY1SXR6Y676bw4xAcKYhjGp645iZYWthDGltF0fTGvLamNdpbb83o9rORfVriQYa0LqAcoIED/3U9kwikmUmoZhixjkJ9np1Yo/xmQ170Nw+j+p4xBmbePxpd+cTX8p54kWf5X73/1EOLawe89/FO1IXXXQRzjle8IIXEGPkBS94wfFeEg95yEO47LLLjvcyvrWOD4O6oqp3hN7+BHAvEbkHsA94GnD2MV3Zcax1gLpe63Wcazqdcskll3D55Zcx20/4nQt/BI2JgQVfgeshSUSmS1B6Mw+FtHGEg2cIWU708Lxz78fvX/5mrv3H/82zzvlVnvzkJ3/HJIDpdMonPvEJFhYW6Pf7dLtdZmZm6PV6zM7OcsMNN/D611/J3/7t21hZGfAv//RMtu9M0Rq0ypBYY4Cna+aTkTcNYpgYY5e0rY07DaYPLLqmL+100WKW6MpmZOUGvKzafw6uZwxVPYW6DzhjZ2mZO56WPY/vW9Zn0jeQE2bt/nwGJqumHY0O5xOi7xOYQRnhqBF1qJjGUzSBaYGUQ8Ql9q2o2Hn41OQKmpgRK7QNQGlm5xan1kLWxAxXsbB2vi9Mwxm61p5OmsSArIskBSo9qEeINmae4L4WseUSY6R9F1oBpmuotEwiECLqnbWomwlM6nogayhTe216BgJpIa4PcQQ60+hSe9bCds0+am4RX9q1IQODYM72NIF0xphramLeQZOUyuWE9O4mddCpMZ2ygejHqLSRCDAg5CmazTTAvIXUG/BxzT63RQeZmzVdrragroGBxYVlLZOI+AxiC8rcEgp8H2SAxAyZ3Mr6YrKPOIWyBRPXJEA0oN7X9nmUFELPNM6+jUZnIf6a2p4MW6jrIXQxnQimSS5moB3t8xWcMeDTwtZ162dOelC1QBvpBT0efP95fvfZjpdc9dk75fvijtYrXvEKRIQXvvCFzM7O8vSnP/24rqeqKtZz2G+r78qgishfA2dietW9mAnqjSLyIuA67Gr+z1T183fVou/sWgeo36GaCIdPAvtU9Qki8mHg1hyRzcDHVfUXv82xfeALwLtU9UXNbWcC/xP4gKr+VnPbPwHdW/UnIvJjwP9U1TPvrPNar+Nf1/7jP/LKV76cW/bu58iRBVpFwgufdwav+u8nkVARpwEXD0LlkLjX4ojGq9YujwnogjFeSQdWD0BrFukpr/ytrTzj6U/kt17xOa644lLe+MY3cvDgAZ71rGdxzTVvZDAYcOXr/4i3v+1vuP76LzCZVDgnJIkjRiXGiGojN2xqy5YuD3/oRi77/ceyY/ssrt6HSoUyQsrdMFSQfQY01kbQusUAWbJmzum0bY70XKAoUZbR7laiXyFKgrockTG0C1zcj1BYa1cm0JkDRlCvwDSH6R5oRUgrYA0KAXcI3FZ0NEITj6Qz4CeoqxFKiCsWCs8BIOImh3HVESRkyGCfufqrDowOAIWF01d7oLUBkpttrKdGoG7muh821myy1iQM9G0owOioTYwa74GsccWHibWgx3sg2QnlELIJ0u6YgagaoXUjVcgC1IfQOIfWFRJ2m6u+WrDWNDNouQxkNnp0sA/NZywwf9y0+Ov9gKKjg8bW1msGrPp9ZLJkLe+sbW38QWkZs642s9rkFmjdzdICJEAyY1IDKakzT+1Kgu/gOGoh+EytnU4bWCOoh2QDUUucdnFaIPEwPqa4ZIXYijCKkByBjoPqsIH8afP+FrPgVhsWfsZkB+kUOlPIF4wBHe2BdKfJPKa1gerVo83xMza4wE0hHDKWuCwh7oFkDh0tAgq6AUbLtqd+YEMcem2bjJVPoVUDhyARk0ZQ2GdRV4w19UOTeKQtqA6Y1nUaYLoA04gOb2E0DPjj7Oy/vfrt3/5t9u3bx7Of/ezjDlBf//rXs2vXruO6htutE5RBVdXbfcNU9Vrg2jtlVce51gHqd65fw0BmH0BVH3HrHSLyt8C7v8OxlwD/55tuewHwCOBVInKqqt4ayLZZRB6nqv/rmK18vU7o+r3fu4g9u7/EM59+Kj9zxhbO/LkHEDt3Q+MCFYHUF0h5CCGBSQVlDatVYzLJwAUztEi09mUqiDqScplTt23lHX95JsElrKzN8e73Xs+Lz/9z/vqv/4rRqKTdyTjjx7bzmiuezGN/bgeb55ZIQwtXHcWFVUKxA6dTVEuiTvF+K1GPgHjLLo3xNnaScQWjxNqfEzVQ0PbGgA0xrWQiZnjJc2v/+wJN2gSXo5JZZqV4vKSQNdOj5rrWsvbe8jQnt0ZLiRmS0sRilUhsKpAGAxxFC/UJIoll5zetaJUAsUZwuOEAGamF5Y+mkEQbE1o7W3/wFjcVxYxacWLt4rS0FnmpxmYOBSZgoMcbTssT24dJs9YYrVUep82cewfR2+sljYvdeWtZj1Jj9sRuVx8R79DKAc7+4yy9PV6adTjfvIaz5wjRbqtAa4dUYnKBoF97ndobO42ztj/R2HjKJhGgeQ0wWYZLwAnBd1FJcGEKCAoGZJt/qyTgPJGciMfFHom2iN7ZMc6buS2tvsZM52mTxiCQOWv5+0Yy4gJsajesqjPZyLC0vcyjyTFCtNvH3vZtikkqsoDW3u4Lap+rlUYikjTvn3eQmgZVirR5T7zpgVOHJjlKDknHTjNvI65oUiXSRk5RN3IPgSqg0eLTyqnivluc0XGo/fv387GPfey4O+cXFxf54Ac/yFve8p82onO97oJaB6jfpkRkJ/DzwO8Bv/5N9/WARwPP/jbHPgjYArwP+HpnnsOah5FvvE67HHgFsA5Qf8grxshVV72ef//3z/HkX9jJ71/yGHT1JmK6geA22H+c1EzdPEkxIp2MYahIOgUfTc+XdKEYQ2vG9HS+bYxTKHALEd1Q4IocJSUTOOeXf4THPO5H+Pt3f4aHPuIMTju1CzLAx1lcvUhaHSJdBQkV2u3iqgoJrvH45AgFTlPAG4irPJJ0rC3anjM2MRTmpK/F8kW1C+M2FE1slBQWpu97CG28FsSYoi6iKnhJcNJG8lmQPurs9aXuGvAoZmBms4X9uybKati2VmvMoO4i+RiJue1RaOEpTY85wdjdKgVpJlL5zNrv9Kz9K53GPDSLagfKGZukZPMyDSzRA8RyR2PXwJ1EoA9pw6Qms7ZHPjEjks/MKBZTaPesVR0TkyGkU0gSJJmBeoAGZ/sWmva+FKjOmYnIddG8DxS2v0nfpmjlM5gOeGjDDrJmjdXQ5AJZYufue+AqYMaGH8S1RsvbRFbpyICi6wPj5px7DQBNSOsEwoCY5IRkM6pCEgyYR2mBm0HdLIpNERNy1HWpk02ksUbCAJfOQJ4Z4IxicWG+ZxckeYDOBrtYCCWabIbpsJkS1eiTNbX7J10YDiBV24dWMODtZ4GGsa66BsTLYCY7aUbo5s10s9YiIm2L88pmoD1jGuqsNoa+mENdgToBmUV9C6dVI5Wo7W9mLTt3ZDplZMYuaFA+/PnddDutu/jb5TvX61//el70ohfdNnHqeNYjH/lIduzYcdxZ3BOo7qhJ6oe61gHqt68/An6Lr7X0v76eBPxvVf0WBbyIOODVwK8A35yUfg3wr8AHVfULX3f7R4AnichPAWvfbWFra9/1IXdKDYfD4/K6d3bdVef1kY/8a2NSCDzpF3+Eiy76CZZGHTTdgdZdGFagkE4XcZMJo9YMXlMky3FSIj1Fqq61cn3PWt51ZVN5Rh6SAu1tI8YMHaZUUjFdjUhs0StSnv60HwM3x3AwwKkgOiCrxtRHV5hUHdNiHl01E4h6YAS9HurHqNSIpMhkFcYVIVPo5bh8M1I3ozjTqc2JL9sN89YxZ3Rl/8mHaWGmFu2jlaCuA/Uiqp66swWpl8mqEU4cUVMkzEAFMkhgJTWw1O2irKDaYuDnCXGEcx3Lx1xzsFpDvmYAKERLOZg4i2FKZ4HGYJO07P5xy8CYBih7aNVoaEc90zimXZCqSUwoLJBfu6bTrKc28WoUjBmOHQNH0oFqYrFVvjBAKzNNFmjaAKZpM3Y1tUvVoguTCap9hqHJjZUulNE0jj5DB5WB6upW/fEMlJjWtSot9zNtmVtd+lB7JCSmkR1FA8tlM9aVNlQlUrfNFDVppj+tRGMhuw5apbGpEcgr20NdIbQL6qRANYK0UYFJthl1M5Y5GrugiteI0sKFkiz0cGHCaJKa9jeMkThjul4E/AY0OFRbROagKlDpEFnDxxwXEyROkHQDUMCoufAoq0ZvmjeX/V0bCpHPmGHLD6Dbtf/pGpMaEu1xDeNL1uicYwfqEVphry0Bi6vKcXWFhBaikya2K4XR2JjyoUDSYSj2mXrvfwT+Y79w1WsvP27f1bdX97vf/Tj55JP5qZ/6Ke573/t+z2s71t+PL3vZyxgMBrz//e8/ofbntjpBW/z/L9Y6QL2dEpFb591+qtGNfnM9HQObt1fnA9eq6i3fPLFCVa/DxMy3V6/CWNSXfrf1HY9xeifCa9+ZdWef1zvf+U7OOuupPOVJp3DNNY9HWACXEN3Y2CsRogfChFbYj0tmmLZtrKZ0t+LCKi49itPMdI96FPIE1RLtTNFkBck8USqiLKDpDIEhA+3T6UZUv0z0m8GP0bCIDyU+KslwBVcfQILYuMvpbmBkLGPcDXJPMyzpfsg2QpGg/ZqYTMEv4sIYsgOWQVkOoLVgjG6YgD8CMx2iD6hXYmISANFA5CiazBAjROfxCbiwQnsyxusiMS4ajsgGBgQnyxYvVJxEdAuENEGHLfr5PpCNuLKE6T4Dj3EFhhPThRZTjFXb27SExyBHAGfPW+0z5lECZBN0HOzxbhXKPZCfAuEw4poczdEN0Gk+K/USoBCHjWlqBdwi5NtgZb+Z2ZIucCNk243BdLdYTJFbwzSt9jkwcH+LtZfrDr1kr7WlywVj9XyNVsEmQdUB/BRkDYZLMLsL6iNYUH8CoxvNiKTaaCXVHkthuk4fTfs52Q9FicQelDfA3BaQ2vak7ltUlhPgqAHVXEEOQOap05zKj0AyVBfJkxYxhegSiBWiJV4hiODrZdLYRaKiMqXTdjDda58xt4KrFgxvu4oobaKsElwL57sELS1nNUSS6iASZ3H1MmQLUKc2EaoC4mGTg8QIw0annCmk+6B3N/CHDLi7yroU9djSCYpg7LNbgm6O+lU0j8Rsxj6DkiIcxZcHkWoK1SKMUxjcAn6jDXPggMWcUXD5mz7Oq96yyG/82gt4wlNut8F23OpRj3oUz3zmM3nd617HG9/4xu/42D179vDxj3+cG2+8kac85Sls3br1B379vXv3ctZZZ/Hxj3+ca6+9lnvf+94/8HMe8zp+OajrdTu1DlBvvx4G/IKIPB4ogL6IvFVVnyEiG7DxYk/6Nsf+JPAIETkf6AKZiAxU9WXf6QVV9QMicgnwE8fuNNbrRKgbbriBpz/9aZz77Ptz5R88lFrmkOkyJC3qZCvgcNJHxBN9hw9+cRPjYYfHnLmJGKcIG1CXoYUjynYkDEETNL0nQabgKgItxG9EdYUgAZWTcJpDUuC1wgcBHSNTh6uOmAsqdm0OejbC9IgbQFYhzljrt7URZN5aq7pmmk1tITLBMSbIBkLaQ3wNuhFJ2sYu+e24WMIMxGwnU1cQnKAuB5lD4gJV2iUkd8dPb8brGK8tRHOi24RKD6nFzDu+hcynFhTf6UCyCYklScxwIcVVTYKAZlCswKgwlrJuRn/GTQZEGAMzxrZVlYFxrawVnmyxuChZNdNVvtl0ohOPFBZiTxaNaXPzBjrTDbZnYWpsdqsJ6ccDzT4yY3sc5w3M+BzSYdNubxmLWivIJmBisVH5LOJbSJyDYpPFJsUpJPNoVhvQrIHOlmY6FCZ/iNMm8moGig0Wu9XaZOeRVIjY8IG6m6D5NpJxBFat3Z32oJgHv8mY5c7I2O+yY/KAtNsYmFwjBejioiOVKSHtEYMjCxPQkaU/uYqQtLh11GoUJYQeQotJnjLOU5IkRV0LZI5s/FV8HIJ0UTcHOERmqWUWFQ+uRy05ManwsUU6rJCwbBcKWTOkYVhBtsHAeFizZIJc7L3rbAPW7EKr2GCa0Xpg9yU7m6zUHIp5YlKgPqKygTpN8QpeC5OG+FET61WY+a+/2fbe2QXKr122mze9c4k/fcOVnHve+Xfxt8z3Vg972MO45JJLGAwGdLtd9u7dy4c//GF+6Zd+ife85z085znPYTAYoKrkeU6WZbzuda/jQQ96EH//93//fb/e7t27ec5znsNHP/pRRqMRO3fu5BOf+ASnn376nXB2/6lrvcV/O7UOUG+nVPVC4EK4zXn/m6r6jObupwDvVdXy2xz7y7f+W0TOAX7su4HTr6vfw0aU3XjHVr5eJ2I99an/hW3bejz2Cadw1V/t5eDhmzl88AALC//BwvKUleU11tYqRoMpKytjJpMagFPutYm/evvjuc99ZpCIjXZ086a5jA71MwRxwAihQCTHVxOSMKLOAsoUV49xSUDiCOoKF4PNXaeZmDOqQCemQ6xGMJjYXPeiMHe1rphm0FfmShcPbohqRKUCLBvTeQ/VGA0TYqHUMaDSQ32HQWsnwftmpnpGpI2qw+HwTEjqJQAkDkEUdcHMQTE0jMYU6QnGVpZIPYAJyKgFcdnOw7egHFn7OnShLNGytglKYQJxivQiTMf2x40NoFADQ2MKQ6O9DEPQoQFvVwEjY+aSYCyijrCRnhVQWk5mOrLnq1ugY4t2qlKUNgynIEMkCybJuHWC03RkoLIeWERXHJtRRyYGpmRomstb46u8B98cWw1tyEEMBrTD0J471iZdmIxRNwICEkq0lSM6IvRzxnc/hWQ4Jf/yHpJ6DGnPUgNGA8unjbUx7VJAOULKEloDk03oqNFCj3Csom6FKGKfIR0DOcHRxECMEJ0SxVOnbSIVVeoJaU50G0GnCI5UHFoOIEmIrQlIQGWKUBElErzDkxE0N8CaB3zHjFBSpEg9tXgwbT7XnQl0POpKtOeg2xip6hqRCerzxhiXoyjUYua5VEAmKELwIDGCVnYqUoGUlkjRbrJVGWCZvSVn/upn2bPQ44Mf/Cce+chH3oXfLt9f/ezP/iybN2/m5JNPptfrcfPNN5OmKc94xjNQVc455xwuvPBCdu3ahWtSCC666CLe8IY3fN+vdfjwYU477TQ2b97M5Zdfztlnn83s7LHPaD7mtd7iP2FqHaB+//U04A++/oYmGur5qvoDDTtW1WtF5MgP8hzrdeLVjTfuY2Vljac/9R/IsoyiyGl3WvS6HWZm++xgxiPuAAAgAElEQVTYvp2NG+fYvHkru3adxrPPeS6HDh3iF5/0OH78jDfx0lc8mt98+cMR+kBt4eiuREQQlxPjioEWrYk+IG4GF/eRTg4QV2v86iLSS2C8F2SHxRv5ytiy4RGYHLEW9PQoFnA6gOmaAZ/pjbDhJGslM4YWMDNAqho/TtFsAQ0FtA4ig0UiEW0tEpIuk2QjdbYZTXoEWcY1+VWBAWkIJPVeXFiCOMDrGhImOBagrpCwBG6MSGGt5nAEJvMgRw0Irk0tyF1KqG6AYgeMliDkkBXoYNEihvIejPdBO7MYoRCtnT+82Qw2LAO5mYsGK3Z89HbM/DzoHjvvWiwqykeoDpkJarKKgdu+gd76CMh2qHbb/k5GMLrFEgHGN6H9kxCGNjXLt2F1xYBlvgbhALQ8TPaBbgQfoL7Z9KNhEcThslm0WEWnqV2krO2BfB5Ge4mzCmuKG+42mUC5YMkJfs0YRdcDXSFbPsB0670Yb9xAuprDgWVYmUAZ0MHNyKa7AwOICcOTHkJ+8N9Jl9dgvAyTRXPdV/twmqFM8XyVkGxFZRXVlJDNEWUFKHGM0HgUlT4qC/bZIKVyE5AWvlomi5UxmMMjlsDQHqI6IQqgh6mSNjA1VpMWLgwg7xD9LC6OcS7ByRjtB7v4Wt5v+tn0CNqdIRZ9ImuQmTRAmBKzWQgr9nlk2Mha2hBvMdY+y1A9QpAuEg82ObdDm8olLSiG9pmgA9Ue/v2LK3zoUwt86lPv54EPfOBd/v3y/dYNN9zAOeecQ1VVfOADH+Ae97gH1113HXe729047bTTvuXxe/bsuUMSqIc//OFs27aNr3zlK7eB3fVar++n1gHqdylV/Sfgn77u5zNv5zGfBL4FnKrqXwB/8V2e/8xv+vlBd2CZ63UC19LSyvd9zN3vfnf+7dPX8yd/8ic8//nP5/6n7+JxTzgFIUXJsMv8jdaalIhgs+6jm5IHT1Yewk8D1aSFZJtsZv3iwFr6LcxtHOahm1lXOm4zs0xRQjIPBChXwCm0thmr57qQbzTjjw8E3QZJQUx64Dv4rE090yW4PtH10TSiyWactEjCGKceF4U0rpHGFFcJDsHTQtThQoqUK8g0Nfd9y9vo0pgZ28jWJg91zdr6rm+MYqjsPiqbyiQbzRWuY2hvg7RC0tTAKgq6bKxwOgOjEvJNTfLACNGWtfGLIXS2GmPMwBgz120GWynkW+y1whqkm63NywSK7TZO1I+gmLGBAOWasdb5NqA2kFdsNLZ01IbWdttv78zcFOdMCpAWZuwaTCBugdhDsiEyk6P1ZrQaQLYJfMbw/qehnRadr36BZGVoDHN3UxOEn0FrcyPxmNA7sJ/u4h4Gmx+AxMNkyyMkGRhYLrY1LKwnG4Lzc8Y2x21m2MJBuhGSwtrsrkVKm4pI9BtAZnA25QClj6PE0yXSxjPF4REcIg4vK2Qh4P0MzO9Akh04EoIDJzNErfDkQBclBUrwBZXfTAqgY5R5YlbgkgXUbSMmLRsekc0R0j4qY5QEcfOEJEGk3wTyg1QjkkHb0iZac3aR4gKIIGwE36dKUqhzXO3wEXBbTT6SjcFth0nJH/71bnbu3M4pp5zyA3xL3HXVbrd5xzve8Q23Pfaxj73dxw4GAz74wQ9y0UUXfV+v8eIXv5ibb76ZPXv2/OcDp+sa1BOm1gHqeq3XCVgrq0v88ZV/zF++9a1kecKDHnEqtROIHkczplJAnCfGDCcZhEg2WSSJ0rT0g80d72DhZiEYA+iwYPFQmg5SgEwsizLxNvlpXIEXY1SJMFuAS4lZl+BqQlJQJSdRu1lwHSR6fD9HUwVNqbNZpqnaWE6NxnZpAjEjqRZJYoHUFZ4hLpZIlSDjGoZNXFKom/U1uZejScNKTpqWeTBmMhM7F4LlpmbR4qkSRZ3a41w0oE2wxxOb2KhbZQMR6mh6UNfcJ9Hu06kd66IdL/626au4JndTGilC3Uw4kIiJF2tQQVJn70UeDeQ5sT2OYs+Tx2a8Z7NG0WZdwYxdGu05XbSxn1GN6aNZY6jpfOkzDB58BqN7nkLny18kKZs9UbXnvm3Mp52nVGOK1l6qTdvIJo2TOjZ7Fe0csoVD6OoqOrJ8VZlEew4dYkA1gKsQF3FugoYJwddEAg7bZyXa37GygVwoiu195QoyKsMDzpFUNX46Br9CLLbYlKFYEb3tve2KIijTpEsaBNEMJwnRF4hrU7c2gIBK26ZvERB1iKSoayPkeFVcPcCPxrAmsDIibJ0j5AUqjuCFWlIcgmpANTS/QM17odH2s67Ys3uVv3nfXl74gufeKd8Dx7te+MIX0uv1OPfcc7/nY6666iquvPJK3vKWtxwTc9X/I7WuQb2dWgeo67VeJ1hd8nsX8cr//io63Zz7PmA7133sZcxuyAg6xCVdNAwb4FhCXCW6ADqiXS3j4gECKZLkhHagnlVCUaNxGdnkbWSoG2LgZohUI6QaIuwDaRzbCrQ82l5GqwL8UUiWUamIrkudTKh9amDEJTZRKp0lpLPUUiIyb5M7dZWkXiZKQWSMaG2RUDpBwgG8Fsj0EFKOkWwjDA/C8hBIQRZsotOktHD1atHOOXqbnCU14M2x7ToQD8D0oLG7EzXZQjVuYpKG6OgQ0t3WREMdNiMUAwgLBsQnRxuzjLPBCGEA05uM6QxHDFT6DRBXbeJTumhsrithcKMF2csIqfcaFuYwxA2W4ekOQ68DyWFwC6ZznQIsQmJjakknsLxoTCkCuhfYBH4VwpKB1ngE/IoNC3A1pAPTp2ab8EeOku3xDE/7adjSoX/AplOJrBr7PaqABCZLUNrghOTgV3CtbWZ+Sg81ma37bC8lsY/IZAlGazaAIBmZ1CPdAYM1SBaQ9mZ0OoCOIJIgIZDoGqI1mmwjMkR1CMk2IiURj5Ai9SpQUmYdUleQTgI6+DJOzTWvWiHZvOFB74lkWAKfR2XVntcraVyDWBKdmbM0KVBdayKuSlTGODoEVhCmzQWTklZHQEZotyYmQuiVaKJovQh4xHWoZBmhQmWC00MmfQlfBQqoV3j/+4/whN/8Mve518n8j8uuYFxO79Lvibui3va2t/Ga17zme378hRdeyKWXXsoll1zCL//yL3/3A07EWtegnjC1DlDXa71OgIox8rKXvYwPfPBaPv2p6/kff/QMnvOiMwkywDOPxjEQ8NrChQkSB3gpcPUhynwbSRjhYhvcNoIoUU6C5BDTXptxp0D0Fhw9kB6BFcDhyPChxFX7cZUidQc3rIEZtNs35tDfnRgTVFqonzdwJTM4KkQ9EhzBDYA+EZoYnw14KiSOcWQ2VUg9Pg5xkoDbio/LUPZwcdWm81SbDCTK3cyJbl1ic7yTG9AMWFvVT5uopjkYd6FzD8uz9CW4GXP0Z1sNcLa3mJRh9SbUb0SkNIa0ONnMYD5CvrOJssosq5QtlmuaLEJ7pwHCqgZ22LGtWUjmLM80C5CmRM0Z320H2dJBsjWPRUjNW9tYS2ifbDrhUELVhphbyz+uQLYNCCZLqDdjs97nITnZRolqZqkDVW1g1iuSbUPqNrp6GPrbIFGKo0tUwxHTbfehOjogHSkaMySpIOs0Y0UrKLZA1kcmNV46JnWQkQFPVzSsegfIkY05mqbIzBabyDQKlkggiqHsHbhqmXQU0FRIqmWcrqJOiHFC5TKqxAEbcKzgEFzs4OIKyCyegiQcIgkJUnah6CNdQfxGEmYJcUzQgijz4EB0I+oyIpkN/xKHJjuIboQPXZSAyhIaZlCf2udWt9jFg87jY4LomJgPUD9As7tTeU+UAZ7NSJICNeI24eIyWRg1TO2sXfyQgvb4g6u/zMuvuJGzzz6bt771rfZL/EMIUL335Hn+XR/3kY98hLPOOosDBw7wp3/6p98X47pe6/Xtah2grtd6Hef60pe+xCMf9XBWV1b4sR+/G+/4+7P4mcc8GK0HCEPT4ekIGOKioFqBFKTTFdBAGof4eoJKi7QaUGdzRN9C6RN9hkqC0rKZ95qhllpOIEH9DOJqPAOSqdhYUQ02WjUGxFckBEhHhLxH7bsI4HRCiNpMyqzNue08vl4lZRUNQ4SjIFvwTBCpURFreWsFCM47xOUGfGox41HhgdSC6qdNizt35mCnGWdZpKbXdM4emzkgaWKQmv67j0jubRxs7dBRbkBTxfJM1YMm4FIL3RdMz5tgt0tqU4dapoFkOoWxa0LsvR3nEmuHFxmiGUjKtLWFbLRscVupg8KZ4z9NLJQ/Te0+EiDaSM8ktfNqFbb/wTUGpwTGickCCgdJMybVqx2XOqSVQQ46SZBBTXbLYSa7drJ2/4fQ/eoNZIsrlj5w2345Y0eR5hyakabqbR005+UT26dEkJ6zcxFs7aU9jNw170nSxEd6XFWDCMFB8DOUxSxRSmv5qwccohGnFWkY47QgqUc4ddY6X1OLh/IJKh4fKxwRkhylwOGJ2HlEnzULAWVCTGxyU8RMaBEHsYUThzafnZB0iOqQbDMx34TKZmOYNaLSQeIEp0OTfYgiqqbuaF6TAL/7mn/j4tfdwBWvuZQXv+S37qyvheNaV111FW9961spy5J73etet/uYGCOXXXYZV1xxBYcOHeKhD30on/70p9m4ceNdvNr1+mGtdYC6Xut1nOuJT3w8/W7N5z79bHqtZWBCnHwRYWCGEd2AXztISMbE7n0IMkW1IogicURWHsBPA+pnUV0AMqIsExgQpIO6KcQxSkScI2DxPo6ITI+ShYNIrXjnIV2GKkMWBzDYbXKAXgfmB0gd8NUIygWiU+KGPjURdERa7UZ0gqtvIpsUNjAgnRL8GuJSoEJEcDHFhUOILuO8g8lh02eGGli1vNV6BCtLGKtYGoiKS5Y/6qfgD9u0p6qAuGig0bVt7fUYnLm0KcaNwWpoTvhp11rH8SAUGSRTcCtNdmti4fypgDqQJft2TBZBFy3QPUlhPAE5bOutliweKrQRVYrFvQw3PIh6eYlkvN+C39uptbjdYUQKa21nI6g6MFo1ja3PLMYoWzUjVikQjkJITKYwXoVxCd0EsjUDmsHZsAZfWeu/OgjjQHHzvxPrmxje98Gs3eue9P7jq2RLC0hrbBPCqhXTkSYdC+TvSCMBWDLGPJuxPdEh0G/WuGZ7rVNIFmyNGmF80FhkH2xYQT1qIr9GiPMEGSD1CPUZuIQYV3GVRUMR13D1AZsSpWu2Dx0PywN0sGwgNYxwHEXCPJL0iIypJeBoERkSGeNoE5kCJdFUo0QGSGMkVIbUOFQgSG0wM4WJM5bb65AgJj8x5jggqmThEMRVkskeG4Ebh1CX/PW7lrn4dZ/nDVf+Iee94CXH5wvjTq6LL76YSy65hIc97GG8+c1v5owzzrjtvsFgwNvf/nbe9ra38aEPfQjnHE9+8pN59atf/cOjN103SZ0wtQ5Q12u9jmNNp1O+/OWbeN+7f4HZdhcJKygOJCWKB+ZxWuNCNFYoRjwdYD9O+3g3i1u5BT/OiN1I1cpw2kXrEU48E80QHYPOULsakRlcnCA6xMlm+085HoZsO9EtINV2ZJLAsIbpFoua6m40babrInEWZQKpR2JBwgK124rTKWm1hKsiLpQ4P0OsDyJakQdFqpsQ30XdDNGtIbLNcjvdfGNISiA7Ccb7wc9BVywftL8T8jGMR5CfZFE/fjMkOQQPfmsTpL/RkgmSArIdUDqocwufr0pkbjuqiZ1Hts1Y13SbsYvprIXwV8Fa724Oxkvgt9m6ko0G3vIW5Pe0iVXSM7f7aNFSA+oJMU4IW+5FPbOMl13Q6aFFD42ZtdBlG8LERr/6TXBUbVxnPg/5IXOItwoIbYurEm+615UbbWJRqw+J2Lm7eSiXLU0geKS/CS0CkNBenBDWbqaceyjD+z6KcPOnyGiTjJahXIX2dstRjdthmhmr29rWZJxusM+EOjv/rjPAnG6Ccp/tmfPW7q63QhVBtkC525IXYg9mAmRtRBNER2R1htclIoGK3AIRZBNR1nCuh2qC6AL0d6LtChsasZUogdrvQqWwwQ/R41gjunkLVyAizCGsEYl4etSsIPRRPFdc9v/z1j/7Vz72xd/GM0OUo0ALpLAJV8EGXECNyoxpmbWFDwuolnhmQQ6ifg4NGR//1B5+5Teu59f/26//0ILT/fv38zu/8zvMzs5y+PBhLrjgAi655BJuuukmqqoCIM9z7nvf+/LqV7+a888//z+fS/871fGbJLVukrqdWgeo67Vex7GWl/8ve28ebdtd1fl+5u+3ut2e/pzbJPdeEhIIiRaCCFQSiBSdBJUXaQQx0tWjQBAtQfQRwOfQKtQKos9XPJ5VQIGjEC0UbGgUxVJjEEmBEQgE7k13c9vT73Y1v998f8ydCBqeZRW5oeDMjIw7zm7W/u219l77u+b8NtuoKlc+ZgmnipQBqgZNG7ST4BAaN0ezuDDramV4tVG1wxtNtEkg6xCKLiK1qZRjg7qGJE5JYgANJM02QptkehJf76C5UPmMJlvBsYAj4FyDSGoK9CLa+DsrQAqEjJB3qVtdG69qH3SC8ykx5Pi4gQ+A5ETXwoUEPxkjITfKQBHRVHFa25mn9tYJLCM0CTZ+nuWq9wpALVseoOhA3oGyMqW579rjpGVq+KywUbpv2ZrztoHKpIBOAS5BpIWNtoPxMbOe5a9LNhvvt22sTWbj/CS1DqET25YWM5V/y3ihIYVRyyyrGiXbXae1cgrtLqKTM2b9JQWaJCgpom3EF4hPzNC/2zY6heRYYJ0zf9SkZbdpau95pWcWWXnPhDoutW7yXA9i24D6JCJZYxzS6Gndfjd+ehuTpTUGD38yrXGD3zyBjveRlynJ5l1QBpA2EjNLYNJmFgKR2j513vaFK2b/t4wbrC2oM+PT3kMTkMwEYdICGRH9HJEWXqd4IhICnpokehw5ImY19Yzn/iHTSclH/8ujwLXQ1KN0caXjc7cPefgVv84HfvdavvMJF+NEic4AJhIMR2iCI0UpgByhhaAmxJpRWUQywOPJEBK7XTJikqH0zGVCE5zKLKK1xMeAxxsFhRZ3ntrh8mf/NZdfcSX/7vrrz+k54lzW/Pw8T3nKU2iahrW1Nc477zwuvPBCDh8+zMUXX8zhw4e/sQDp10/tiaTuo/YA6l7t1QNYq6ureO+48a/u4nGXe2R0FrczJGmDSyfEZJHg5wkuAypcE0AThE1A7Md4uk7oOIQpErbQKEgMqDQk1TyJm4A2+PoEJFPc+DRMhkhRkCQ1mg8R3+DKTYQx5JklCklpiTvZxNTrTSBm+/DlSXwscbIC5e0GXGgh1cA8QIPH+SGEE6a2b3LYPQOtMdKqYXQX5JVxQqdDAz2ugBwbYWcDG9HHKcjQjPrrbev01ruWDEU0YFtvQqsxtbsMTaTlOsAuyMg8T93ujFd6T8rSyJKeOgFk08bSTm1bpbO0qF4JyY6BUK1NsCWzpKZywwz9R+tQDaGehzgAt0U2+BxojUy2kLrCJRMiFeJqcB71Y4IvjFOaOaRV47MhNNswUXttLxaleQ847o/BDQ0Iht2ZkCkD2Z3xSi3di7oEaoiQrp8i3a1Ji5TYrpGlBxObkvFSn7I4iF9bpHX3TbjNEqlr/GQDScfg1qHZsO3WLag2LUFMN2C8PbOZqgw8x5nrQaKm8G+NgQzqTdy4JnU5jbeOpkdRLfGhTV4FYvSg27z4+Yf5vmv/K0fv2ODwhSs093wxCuEd77mFQ4e6PO6qVZQxdZIRXIKXisjYuNBS0FASqSx+l+mMIx2J1ICagwQJDROMjSrm7KABpzUSTuMkwUXBxx2S+ix+5hYm8SyTifKIJ32QPEu48cYb+dVf/VVe8YpXnNPzxLmqdrvNhz/84a+4bTAY/A8Z9f8vW3sj/q+b2gOoe7VXD1B98Ytf5AUveC4hRKbTGtUazQrCWo4Wi+CmiG6ThD5pOA3NBqJrECdEN8HHHaSpoNPGaUDKEdF7XHMaGc2j8QQ+BPzYweQupN1F2o1ZDm01wAZJpuhKA+0BUrdg+24zf+/OUpT86oxvWYEmpNM7Ie4icYLcw4VsTkB+2Mzop0NTg1djU51LY8bmwcFU7e/YhekA0gMGgAIwtwZ6GrIFExSJN+DIxABsk86eM2/j5LwwIBomkKxhgiMxnmUaDMQ1DTaiXzG+ZLofqm0YTSBZhbo2+yS82TW5mUgrSYBFGOyawj8dmYgp60J9ElzPwGLmoZXCZGgj8VYHL1vQzEMrQp4itPHhLKqLM2Bt3rAxaXBSQLZAjAlO90HrlDkYTDCLrc6acR8ns+5qNcY6wDqzhlow3qc/AMVwRpWYNwpCtw/OkQ02YXsCwxqiJ2ODycVXMFm+lOniPC5mtE+ewg0+SzEZ4GKEWk2Q5aeQZDSdFoQOfrQIg+Mwtx/RWZpSemjWSfVQYwC6anBuSjbexWUB9ASSHEDiNi4oTjt4PYWocPWTD7G2UvCO965z3XWeKC2USClz/OffvIN/+b8/DOeE1113Ax/8/c9w4vguq/v6fM+zvoXX/vRTcHkJeByOX3rTh3nbr3yMybjk6dc8goPnzwGKo0+QyA//4PsYD2ve9b6X4mKNUPFv3/BRPvKhz/IXf/ksbj8q/LOH/+o/+J4WuafXbbOxcYLXv+H/5JWvfCWTyYTXvOY19/9JYq/26pu49gDqXu3VOS4Dps/jxhs/yUUPXuFj77+Sxz3yPDOal3mq/hwqB0AqVDdwLJFWDU4niHZhAr7cMpClAfK5mQdlD1eWUE+hakHdwdUZLnEwSkG7kFrkJS4F7YDLkXSWwJR0ob1kFkrSgqoNVQ8aB2NBijai6Uwko7MYzsTy7iWFugvTGsLMkqcZQbYIjK0TiIOZXRA6gLRv/MsKkD6ks0jOYtm6GHUNdQ7MKAeaAovmP5ot2Ei51QeWLS2pXaOtRXAFkuTGQ00s3QidmpBKsWz2bNm2SWmPoTZQJs44p42beabm0O/P/FT7wCa4vm0zqazbHNtGL8jFuslu0egYVXvmFlAgveWZen+M+HmQNtGngEPCMi5MjKdaeWgKSDsQ+rOUrDmQBVur9s14P52fURgEfN/EYUUNzINsQ6tn60gUqny2vjZ+OKB7x92kVZfdffvQrMf48DIuLKODHbseqE/ikg6aFKCRupvjZJnOLZ/GDYZQt9AkQ1wJsmQCtOhsHV6Nt1o1SNUmdTvWsc4rSD3eZfhobhLRd9D8fJ77/Efwrvd+hte88SC4OYSTfPD9d7KxMeYHrv0Ool+iMzfPr7z9eRw4cIBbPnuaV7/8HbRbbV79hmcgCO97zyf4xZ/5IG/6lR/gsY/bz/vfewv/95s/wvJqF3FdkBIRj4iagb+bQ3UM99AASLjgcJ87P/98XNzFxUV2N+7iqmf9BafOlPzJxz5C0eryQz/0Q1x//fVcc8015/aksVfnrvY6qF83tQdQ92qvzlHdeusXeMELf4iP3/hXXHTRIn/0wWdz5aNXcIO/hZ2zyHyXmDUk1QSIxESpfUPjEnycIGHHAMpkE91dx/kC3ASWZrZA7Nrouhma4GVnB8hhLoV8BBRQpzb6bmGWS2kNEiBUkCWWKT8dwKSC4SnjeeJtm6Q2Rna1jXTdjj1+ZxPSBXQ6hs1N6M6DTGz83dkxJTo1ojrjWw4sxz6fQDa1TmRRmjm+eAPQMgYaA2gTTNTTCNCG4a7xEPNy9th5CAnqpoRUiV5wQYGIkxLXTA0wSgluCn5odIDJ1PZZum37oKkMSEth+6+Y2jh7uG08z07XOKAE6winY3teVlr30pfGb5UxVNtoFYgh4OozSHsRXEaUCUE6oHaMCQOkSS0tq9mFaWHCI92xUXt52iyPkmZmfTSdzZ47UO7AdMOU91OzHMP3LAq25Y2L251a8EAZjaLgRjDdIb/7s/R2/oZm7WKmCw+lSiHOnY/rQuMWEVdYrK42FDufISZzDA49mM7mzbikJvRy6myFop4gYUhVzFPufwikinNTWnf8DclwA5IhDNYhnwe3hcwluDKA30ZEiS7wg9c+jF9681/y0f96jH/xxMvQUPHud32CJ/yLB3PwYEIk8OOvfxqBdTw9zj+yyCt/4ire/u9v5DVveBoRx9t++c947gsv5wde8lgiO/zr11/Nn//pLZw4voFKRcRcLJSA+obGOdJycu9x8GGThMCBxRKJFRoDL/rhTzEYNlx6yYU89rGPBbjXQuk973kP11133Tk8e+zVN3jtiaTuo/YA6l7t1f1cMUZ++GXP4W2/9j4uumiZD3/oeVzxGHBkqCraahNbLRyCNEPczshiP+fG+FZOVczTpF2QDo4pLBbowgI0GeKdAS4yRNQ6k9I2/mZaARW0TFVtfMyudbnaYSZwiZYWlK8ZpzE2MJqajVApxklM5k2cFEfAjG+YVPbj7jZtO1Vl8ajTYJZQzsFkFlcKoEM0LYyS0GzYeL7cNiCbe/AjE+iEbeM+TgYGbN2CxZCWO+DXYLo+i0Etba15Cq1d0AW0HKPdKUF6BJ8jrk8SQZotJEmAxkBcaGAys3HylXUfk2z2/gqIJdQbf9cFLofmx9rMhFuyYVSCRGw/a2IG+GxC+3zbjx3HePVhTIsjdDaEPG6gfpngEgOKOkbCLq4Z4FzHniNiwLKerbE6axzY8cmZD2lm+4EMsuHM5ik12kI9i7ZNdsyCS3eAju3bdArdjiVsaW2gO9QUp8+g20O4sEWc71BsfI5iMqacy5h2HoxIB1cNaR+7ifK8gvHSeVRXfA8+9pFySPAVVR3Iq1WmWU7s9OlO78KPj+K6cXZcK+gvGKhOPISAhm3zc5V1fNnnIUc8l//zVd7z9ht58uP3ceLkKf74o8d4x3/6XqBCCbz/vX/Fr/3qH3P7sQ1Gw4rQRJwTC1J1kS9+/gwvfsUTidIQxX7WHvHYCzjxWxsERggpxiWZBaZqTfApohYJ6+MEHxok7CJhzI+/4VY+e+uI0Tjwrne/93fvchAAACAASURBVN7v8r59+3jrW9/Ky172Mh760IfyzGc+81ycQvbqXNZektTXTe0B1L3aq/uxbrvtNq666nJOnTrDf3z70/i+Z/9zVCOqIzTsIm6JkFWom8drQaJfQpI22l0hJpuoX8QFUNcmpOcTyQ0caQuaLrgCH49BmEdpQ9xC3IoBmvNSmCxAt4EwZ4BG5wwo6DYUB4CpCYdkv3UHdcW4mHFmx1Q2ZuVUVxALaK0Cp63j6pass7ewbOAtzyD1NvL2c9ZRbC2YOn63hGzVaAVxAK19M+FRYib82oNQQHUG6BgPMpyF7gHoVgao0/NgsAVZCm2jJ7B82NKgdD/iBB87oAsEGZkrZrJKSBvorSB1gpfUtj1NLZ2pqGx87vszLuUS0Ad2jaqAWPJS2RhFIOsCZyBbsnXKGdBD1qF2HtqHrFvrMhIHJC3q+UtIdz+L+FVETPGubhUXT+BcAm7VLLeksHXFNsiK7Ztk3uyzZAmSProzAb+AJHOgu6DLFmqQpJDV0Jkz+kG6ZVxiX9vxcg+ybmoPKNfMZ1YdQk736C104xgmI+g9iOz4XfTkbkj3wWgTcKT+NK6c0OQdSJTs1Fnyuz8H3RzJ52lP74TuHdBdMhBcdSGfsw55ZwFTwHWhbEMropISZQvcApq0ufaFD+dHXvHHDM+O+I13f4GFhTZPu/pbwTk+/vEtXnbtO/mJNz6d73zSg+nPr/IH7/84/+a638W55Vm3Hdt/riDBwiiEWTAAOZ4uzqWoKo4eEgdkdUPd2E+gZw5xHnEJb//1v+U//uad/Ps3PJoX/NSNPOKRj/yK7/RLX/pSPvaxj/Hyl798D6Du1V7dj7UHUPdqr+6nOn78OJc+7BIedKTPl259Af2VRYQS0YYoNSoJjimuGRDTguhy6rSN65nIJ5IRXYYjILEGRiBqTbw4RkqIRUYAZLSDtBMkbaxDBjPeZQXU5hVaDm0brZHxF2NtIptmCGEA7NjjaBlgmkzMiogxlGMzsW9NbbtJbZ1ZLU11niSIi3ZfbT6uVPb66jwkAQlD42GGiVER0tQoAsFZ1y9MYTCwNVcjyICssY5j00Be28g/lmYr5QLQGPaR2fhWalwYIKOzhLZD0jlCmgKCS8zayI0q66Qytu7pdGLq/WYKvSHkOcSJcTcRmI7RSQBNEdQ6rXllneTU2X6RBERRX6FagVSk9VmKqk3p+zAZIHGIy4aob6GuNJV5mOIYWTe6VtitYCTQnRitQAsYT61jnVVoKQgj41GOx+DGkCaIG5uwKq1mRvy1icVkYt1fX6OhQX2F8xUkpR0HmdE6QmnHtl1Cdo8PamUd4nIK9Yj2XV+ybRV9dMfDdGpRr1lh6w/lrKMcbPuutuOshX1uZ16mooEoNQFLa3LNNt/39FV+4tUJ//k3/5Z3/fqtPPd534rPPY1P+fiNxzj/8CI/9n88EaXEs8idd6zbR1xroOGiS9a46eO38sxrLyMCDsdNHz8KWNdYtWJ5KefYLSdJy3VcfRbRir+9+QSiEYljUM9f/OUdvOK6m/kvv/xIdjcnpOl9/0QOh0PSNL1/Thx7tVd7BewB1L3aq/ulhsMh/+xbL+VBR1r89Q3PoMk8hG3ynS9Rt5ZpigwnNVEDvtkiKbfMvFzP2I951kIZgHiidHFhB79xFy4pqOf2E3wkdNrGmYw5yRyINEgIEMe4qKa0bgob/8bSwErYhcGMO+oySymSs9DOjRda1ZB2bRI62Z35f7YhGVi31BUzpXZl4/90aB0zGuNRxqGN3rUGN7CRfVXDeIgWEUnEeImSmym+jA0k4TCy6djEUq2ZSjyMLE3KlzYGz6cGekSsM5sMICox7Ro4xgz6tdlGaEHYAHaAAnxCLGoknyItMV7mdAhs25plZLxczex9iEANuj2CETAK0ImQ70Jry3iqfmoWUFKiTO2YURlwFyGbfh4fBLe1gZCgxRayNG8K/jgExmi9hYSBcUyLDOoEmgFMvK1HBgTXJ3S6jA4/nGxng6RKiMU+srNbOLwBVR9nYF/tWOuu7UMZgwyJvgYf0HSCFMDZ2o5lTIChicfyoQFvn9j7iyNL5Ep37CLGRVC1/ceMM1wJjIYmVMtS48UmqR3S9hCC2IWJqyCCxgpIcDIAzREqutmE53zfhfzcmz7O1nbJ83/oUkKSUQtccPE8x+/c5H2/cQPf9qgDfOzDn+B3f+u/2RdNJ0TGvPhHLufVL/ktLnvkEt9x5QX8wW/+LTffdDvLqx1UhyTVLk+4vMPbfvkufuM//RGPeXSb9//OMT5503EOn18QGHHm5JRrXvxxfuS5qzzyYOTXPn4WQVlfX/+K+M5bbrmFD37wg/zRH/3RuTiV7NW5rj2R1NdN7QHUvdqrr3G97W2/yKte9TpWVjp88g+vIp1OIT1ClC1CcR6aroJs4/wqsQlQlLiyxlURF9rWyasEshViXhGSfcS8Bb2Ayj7UO/AdouxHCYhAcIqjbap8nQDLeDlmynq3DPE2aM6Hso/uBhun+wxYs+5nc8/4/jZLcsrnwH8J8oM28m+mkPRn6v5VG90Wy6bCj2dBDoOuW1c1P2ICKV8bt3Xc2Bi7ndvjVSBvoHMBcMIoB9n5kN9pqVXFshnoN1NwPUK6jEgXqT2SnwdyFKYdSPZDOkCzAwTpWZPO9wnZEi7vAWPQBUTmkXhyNjZPzfdV9pl9VNlAf7+BUY91cv2idW/TEsJ+GB2DGNHOEcbndZBMSV1OOr0LKC1wwM8ZmCeH5AA0xxDpkOocaX0M0gtgS3CTCfQ74IQofUtE0gV7fn0H+PNsHa4F/cOW/JTsIy6cz+CCR9K02lTnC44uMt4kueEDuGIVOG4WXvkFkJwxCyq/BIyMHuLmEDxOIzAHyUFYOWZuD1UfytugvWIc5dBAWpjgqlNA3AZdg2IJJrdDdsSAaztAeth4un4/tBaNfuLWjOohq+bUMD4LYY04N0TpoUkf4mmcrCCNBSqoE17y/Ifw/779czzm0as89KH7iXEB9QOe/oxH8a9edYbrfvT3mU4bvvPJl/ETb/wurvux3wEcTvo86weu4PjtFW/6qQ8xHpd81zO+nX/5qifxO++5kVZT4JoNnvrUh/Ga14x44+v/hOm05jnf/zBe+MJH8Scf/TwOxy235qxv1vzCO0/xC+88de/3+bLLLuPNb34zR48e5cILL+TQoUOoKq973evw3nPVVVedq1PLXt3f9cAlSe3VfdQeQN2rvfoa1R133M7VVz+VW265lZe95Fu4/o2PIh3fhYsl+DaTtqdq7wdSEyERDRhpJKQFUg/xg8oEQn4B166Jq2A54zlNbw3PEsQSZQhOjM/qOwSNJHSQZoQPMwW8YuPe8Qh2huioD4gp9GtsPJs4QK3DqsFU6U5N7Z42BtR8CpmCd3byzjxkAq0WMDVRj6ttLNx4e038jGKgSKsy43+tzIhexV5bGvAOLTzqo1EFfBvICWqpRCodcG0klnidQAISHWQZREVdJIpHnSNoTvRtwKEIKoq4DBdGuDBC4gC0RHIxEZdktp8EG/WHYAb6ItaZbqYQayS3faR5w3T5IKG7j7SpaW/vkE7WcaGCIAiNORuEFHSCFC3rsEoDxUwA1UxgdwSZ4PJoQC9dNepCmOXBu9w6ui7O1qCk9S6uHkGrDViKUrH+JXy9g3QWuNfhvpwAE0g6s+Ng3qtQodIlxgZcYr659xzLBKMpJN5stlwwd6wEcGLhEH4WZhDELjycJ4pAK4EA0s0tIYto9A6CdYPDBC0UTVI0z9EpSDNFdjYhayG+hSYWCPGIb2lRn30pUTaoIogbUaMAvPHnn8nrf/478fRQciJbvPjljwcRVEF0ymte+zRe/donQzyDYx5oeONPXUxanSHqBCclr3/947ju9Y/HvM0qRJb4+ddfihsf44nfcRD93FPN11YOws5dPP5HP8ef33yad7zjHTz60Y/mXe96FzfffDNvectbePe7380TnvAEHvKQh/CpT33q/jux7NVefZPWHkDdq736n6wYI6997Y/z5jf/Mhdd0OXzf/YYLlzIcGe/aKr6JCPZVdrjAdM5pW6tAFM0euO/6QCljfoROlpHRrsWg1l4ewEdohIN6OiEKCOieHCBiMNASISwicQdG+2Kg+EGbFaggq5vQNWAa2C4ObOlqgzoNVswTCzeMhnNQFYJ4x2QTQNFOrQMeH+PpdIE/I5tQ8bA2HijYdeU/c0Y6gGwYXxEpoaTGrFkKl9CNkbdBHUZ0U1m7yPBOYcyJriuTbipSJsNSED9AOIA8SnKmBjHqA4ApXENUCEokcpeM+7iytO4wd1IvzVb1w6UiVES/Nh8PCcTs6EqCkNmOgQGZiWVDcEHnN+if/xDlKuXMV54ONuLDyGfLtLb+jxuewdJB+aVP60ht6QvfAXluoHF3Fn60lDBD6Dl7FhlLbswqLch6YE21oGersP2BuQBSHE6IMYu6hQXIT/xNzi3ATpv9Ic0wmQLdk9Buwu9Booxoh5Jo4Hf2ehfSVAZgRNEZnQQtzvjLw+pO8uMWhfSnhwlnYwRt4P4YBcdOqZJHTHvQ5oSQ4bD4WtzVpAwQbRE4rqJAfMGLWZgXBukHsH2KRO6zYGUO0j0ZrMVB9TZAPL9RPIZPHWAEJlg7eWaqCMcOWhAtCGrb8fpnH0P9AzCIj6McPEkTpbQOAGmODeiSQoUkDAmD1u4yWmo1617nE1NlFZtMwkbfPH4kG47wVHxsz/7swB84AMf4GUvexnHjh1jd3eXSy65hIsuuohPfvKT31yJS9+otddB/bqpPYD6VUpEPPBJ4G5VfbqI/DmmgQVYBT6hqs+4j+d9GHgM8Beq+vQvu/1S4D8AtwIvVNUoIu8EngRcoKqliCwDn1TVI/fjW9urr1GdOnWKd77znbzlLf+Ora1tfuHnn8SPfk+B392ASQ/jZU5snNrU1njqCi7mEBMkTMHPE2UZJ55QLOD2N0hYAr+Gk3VckxNdF9EGlUjt5kHnUT8COkCD1zEEj4QUIdooO+Smug9t0BTSQ+h0BNky0vXmA9pdsg5nmEDvoAlr/Dy4eeOdZmOzMUoXIAmQtsH3UTdAXQ+VFZANhIMIiwjOOoHNLJ++nNECEsEM7nuWIjU8DksH0XQBdYHoUnBLKCnqpkTWQLuINAS3gg8luA7BrYEGfLKE0kGqNm6S0ax6Iktm06WOIH0shUtwmiFNQGTJLKu8tzX6lu2/ODWl/MLSDHC3LbkpGUF6viniu2NzLZAl0rGS3nULiXQZdw9QtS9kNz2P7u6nSbd2YOWIdWFjBaEFoQv1ooH/bNmAaGBmwj8xDqf2javr7gkVSGw03hQwdwT0BDQFrZO3UxUrhLxPa3A33iv0D5nHaCitS+2WYBcot2kWD5oob+duWFowzi8TkHliVCRdQqWHp2tCtKqBkQU8aL9Lkx6kQkiaKSILqG5DsQ9kjSZvo34KLKB+P8HtUOdzKA6vGyT1GN9kiKuJ6SoqCzgmiGZmN3bwEpichUFhzczuGEIHpgleG8LcIlWyH5URSoEnRwhEFKdti/glorQQGqJbw4d0dmExh4s5SRhbZzkRhCXgDKI5aZWgfkSggwZF8zk07+OZNyuuOoF0hd/51Fm+9SEdfuwHL+O7Xv7n3HnnnRw6dIjv/d7v5a1vfSu//du/zfOe9zyOHj3KJZdcwjXXXMMNN9xwzs9De7VX36i1B1C/er0KuAXznEFVr7znDhF5H/CBr/K8XwTawEv/3u3/Gvge4PuBJwP3BB4H4EXAW79WC9+r+7dUI4uLPba3x/R6BY99zHm8+z88kcViFXfiixbxmfYwqyKA3EadnXkk9fg4IB+fJjQQ51ZN5a5qI9giJ9ChSfeh6hGfmyVPUhBFZyvIcPEsTjN8DLjxXXi6hHwJiSUJGa4Zoq029fIKNRO8FLA9gCSxNPKokPYQHQICrQLjU+Y2/vY1LMxBinXjZEBE0HwBwpjoc0Taxk90LfOQz9tI1bXQKN+xNKYshbQF1bp5lqZtA8/9Prga9SlITpAG9T2iA5V5RL3tP9dDidTSR2SBqBOa7EEQU6qY0rg1fDPBT3eR+gTa6VC11mhkgkqCly7kCdEvIFS23aSwjmaVwUYFcwpzPZBts4oqWrMxf2EdRe9NUOaDcUXLEcXuOul0nVFvEa8rSFB7XNKxLnJIZ7abI4tpbSY2Do9qYqi0NxNiKai3mFhJYDKGac+U8e1oiVJNanzh+QOoB8HhRlMkq+0igwAhMxqBNHZR4CZob4Ey9Wi7hcsPkpVnTNTu2qgLIAsoOaji0jZSb9vFTOJJyzMU9ZgynSfL+/jYQePYAhk0IfqcmHRRSRB6BAIiPaBDUKVOFinqBgnbRN/FaTXz3fX2OaNl+yE4szQLtfGTswpJWrTDgGR6jOAhuDmimyOJU4IENFlBRQk0OJknMCD4RTT2DEQTcEHw5S7Z+hDmMovGpSImQpQWEndx1EiygOoWojmEEnUJ4hLQkqPHK7794hZPufwgeZ5www03cOjQIQAe+chHcuzYMQDm5+e56aabeMxjHsOnP/1pHv7wh5+rU9Fe3R/1wHRQHxCjfhE5D8MkVwIHMKXqZ4A/AD6kqvFcreW+ag+g3kfNDtrVwM9hwPLL7+sBTwBeeF/PVdU/FpGr7uMujw05I1/5FXgL8GMi8mv/8yvfq3NRMUa2t8d84q+exWUPncfXA/zgDmR9DLunzbA+2TAA4rchPY26HYJ0EXbxzTYxqVEf8OFuNJxEpCAkOeP2PuwjkpkSnwZka6aCdiAlojkSdxAafKxItm5D0h7iS9B1VGqaxDNuH2bUOUR7669JRmdRvwV+Awnr4KcIG2YfVe5AdhbYAhrjGkqAzBkoG50kdnfRdJ7obEyrNAQxfmWUFOcqfCzx2QRtGiROIbtnbDxL7JEdE88UU5Adgs9pJEF0TLK9Tjm/nyg1MCZISfBdSxilDXGBLCoap/btcQlN7iGZION1GNVocxZtRyJDlAqhJMgU9Q7vKpI4G7WHoXXWppnRGZoZWHIDIBi/thoYT3dQQst4wmTRuKnJFNwAX+/S2zoKrCLVtnVBw2lL4pqOTIgW1RKq4tj8TSebM3/Tdah2LSEry2FyeqZ8n4HWuAVM7FhMtiBNSAfHaMs6o6VvY7K4n3SjJEkGSOKtY3sPDSTzwJB09CVcEhh315hkc0h1As8UGML4LE27h4jg4gjirlEZluatW5w48vIWatlPQ4ljSGSIaIKK4ERpNKf2i8SkhWoHoYX4ghAXEBxVnqMhoahHZGEbV4/RmMwAvDNaQtKBybbtr9RoHCK7JNUxxEHt20i6RJSz5OPbCcExXezQuBrBITICLVHGxiBhTBJLRAPO7xL7ipQnkSSC20FqwSdTQtwxrqwoEjbM8UFmPGmmoCUXHoJ3/dYuyDYCjMfje88BN910E9dee+29fx84cIAjR47w2te+lo985CPn4jS0V99Ydc6N+kXkHcBB4PeBnwfOAAVwMfBU4HUi8pOq+mfncl1fXnsA9b7rLcBP8Hcj/S+v/w34Y1Xd/Sdu85exq5IvAv/Pl91+J/AXwA8CexFnX+f1M294JT/7b99KlnpWugnJKOC2N3HbDZKkUC8YfzBdABTcxEbbnQLX8sTa42KDeEHdHBoLRFpEWaBJDkBcB2pc9PjoEC1xpKhMiA6idkA8vhmRxAjSQ5f22Sh5moFrMe1fzLg4jIqQ3Xkb+aBG+l0oFGl3DciEHVujOEtxomt2Q/kA2gsGhrMSEo8mi6iHKD1soDCZeUt2EOnhQwVuEdFdSNpIUZgXarUFFBYoMN6CpGvja0mhneDqHGkliPPEoo/T1IIIyMFlJpyiC0xR16OW+Vmuem0gXUuQNqF9AO2tEbWHkCHSoknaEE0Eo75FUZ0GAXENEk2g49veLLBkFaRva5xbRH0fZAFi2xKI/GimrJ8HSgMyfh5ihoRN0EWYc7AzMPcBcQZ4Yw/ILOkpFPb+yxnlortoY/ma2b5fsu12+jb+L/ozRX0bpA3aJaRrhPaCXczkXUaHrqK7dTtJks66scHoApQzSkIHcZFWeZYsHAf1KF1cSHBVRsgdpC3UtVAEXE6UBSSpsauAPnk9QGWBMlkG+ggVaId7bcFkjuDnTKgkXZy0iK5ByFBtkYZN1EHQFt5j3wlJZnzYnnFuvbcgh6JnwjDa9hqa4eMUjYqQU7WOoERcVLxEhIhTg6VKABK85DgCPgTqdD9JV4m0SKLDnzyBFAGd7+IYoZohmiHSNg6sdkFGs+9Ej2ue1uPVb/oC3/uqW6ibyNVXXw0YB/Xmm2/mmmuu+Ypzw/LyMnfffff9ePbZq3NS3zwc1OtV9TP3cftngN8WkQw4dI7X9BW1B1D/XonI04EzqnrTV+mEPhfjkv6TSlU/BTz6q9z9b4DfxQDsP1qDweCf+vJfkxqNRg/I697f9Y+9r6NHj/LTb3wjX/jCZxiOKn7mJ5/Iy35wHqee6UYbtlOID4Kmb2brvg2ag6wZ17FuG4gZnAHxqJ8nOkH9PhQPzKHSJ1QVSoaogLZxej4ST+BpWweu2kWTJeui1h6nHdAKDW3IetTuPGp/IWVcQ6ZzJOM7YX3EUPYbnujtM7BcOaAAnXFF68zWmK1BeRzKPrR70GyirBGkZaIi18ccCBZBKgJtHGuIrgM5vsqQaQG6DxMo7YdmCcY1jFcMnHX6BkjGFeQrxPEmsZ2h/gBhsoW6HkiP2odZJzHO1PZtQBCWUc7iNGVSdgn+QXhtQZPMHpMhdU7lM9QBzCOxRd2MQBbx9SauVjQ7H9ds4+vaeJt1A7sLEAq0PQfOo1Khfg0fTluMaFyFwe3QWYNiwbrapPbaYcUcEaY5hFXYUQNgroOOa8hWkXFi/rG+BWUGYQ2t25YMVcyDnIS4wqhpwXQOivNhNIDmPHB9mpFn2m5RxhRxCWMuYdoqKCYVvjoJNOAPgJ5CpU+MS2hVgRQQDOSLCwZCZZWm2oGwSPALEM+SNzUSZw4TkoA4IoHgW9TJPtLYg3DCPkMaURqiT6nSGvVtA6UEIEcRHJ6qWcWFDfLGU4YB48qDFLjyBITDoHMQtuyLNvHAgtlOMUf0CwS2iGWH6HtEIkKXxqcEZ2b8itpnGRAShD5oRdLkuDhB4hy4FZLpGZLxGkFWiNMOsAIKXluI7oe4jbBiF1YxBbefcnKSBx05j9//0zu49NJLuf766/nUpz7FZz/7Wd7znvdQ1zV1Xd97nlhfX+c5z3nOA3Z+vr/qG/W8/81eXw5ORWRldtvZL7u/Ar70ACzt3toDqP+wLge+R0Sehp35+iLy66r6fBFZAr4D66J+zUpVvyQinwae/d/z+AdSKfqNqlL9au/rIx/+EE+7+moedtEc1373Ii989ir79nVhcocZvYd5qG6DuAjpHLiTsNY2lfYo2Ni43TLz+XgS0hU0K1C3jvoSA4onUZmjzhaIUUAmqIu4sEO+dTPCKuIrKM9Asw0uINPjkB0gpErd6TBcOoCm+1BXkTEkjUrv5J9RlTW9BQfcDdmCdfg4ZWQTvwWlwGjXwFW2AO0z0Koh3wF/Gs1Kgp+HeAfIvHmixinIlMY5PEMIJ3HNIj5sQ3PGlOlzORQnjUIw2QWZ2lg9rth7YAhMUHaI+TwxbQiyQ/ALqI/UmOm+sIVIRqRERfDMEdjCaYeoBa2ujV9FU2DLOm+uhmSJ6Bqca3BNSVrtIGSk5SmcniZ0u6TVJr66A3ETyEu0mML41CwYYISON5BsgiQb1nWejKC8BVorlroUZkp9TSBm4DZgdwLlMtTHQfoWPzu5w4z30w6M70BaJoTSuoHpNrQbhKmBP61AuvTcMTRtYHQWCREWF8ErcXwLu61vpW49lNoHfNvT2tkiHx4HqdE8GNCVNip/53AgQYnpAiqbqCsJnS7KFk2aUaYLpoaPLbJ6QlKdQP0CjReiS0kYkfkdVAKqio81Eke4eBa8ME1y6mwZJ8HSvGhQIgmgzZSiPEEWc9LqbqTJ6Ocg8fgMBPcgX4e2QLo78989g+YNMR3RMKBJGoJLgNNASUgclS8RUoSJgVQd4XGITlE2yeoE4gQXN3FEyDahgCyZoL7G6RjRISJLuHoLKU8hUs+CHaZExjz0KR9hUmd84hOf4Atf+ALHjh3jRS96Eddccw1FUXzFeeLaa6/l9ttv5wUveME35DnyG/E9fbOXiAjwRuAVzIhTItIA/5eq/swDurhZ7QHUv1eq+lPATwHMOqivVtXnz+5+FvD7qjq9H1765/jv7KDu1bmpUydP8N3f/d38wFPXeNf1l1unJxeYtmDHmUre9y15KevC3IIJVXwCvmtAL3hLPKo7UHqILUQ6kGwjFKg6EI+4jKxqaIjEJIHQ4JqATMD5tolIqgzyLkx20VFKWN7H7spDqLtzs9jUtinZQ0l39zby7W3qbM2M4adDU3H7vqnzg9joGG/q/aRlavb2FLI5e09hB6FjU9cx1jXrFkiE6DKEHAklogmiXYtOTbrQXbNtlm0zd+96e82oQN86qgikc4hMkdIjaQebd+cQEhJpiC4HOiYWk9o6vtLBYp1as/+z2b8O6IC0iX4R9V3UTZHoSMKYKHM4utT5EVzSRdw8wdW4pI+6RYvMzEtoR0TmkOEUdyLCYmJm9ZmH3jK0DptPKV1UGiCYWExTYBblmiwYbzixbjC6gdKDWCBJn0jXOI+ugqKxzwcZ6LYdH98itFep9n0bqf88yeisXTwQcGHM3OathE7FqL0PV2+QBDFRmgYbU7seSIqEFtKUFgkrLVxsERFEFcTTkKPSxZPSSI86XQMZEiQQ/QIxWZiBvBNIqIlpj0Ya1M2EWbGDlyXUCW6Wea+o0QAISPTk9QDBA22QLqhHJDNBmohdMMWJfa982z4fDGdWX13j1Erbji3mvGDKfQygaoYQgBJR66KahVYPEU+UIY6+cYeLCdHN4WINqO0HbUEc1qHMFAAAIABJREFUIdPUjkGdQwic2fGcOFvx3Oc8jaNHj/K4xz2O5z3vef/gHNE0DVdeeSU33XQTv/d7v8fi4uJX3Jckez+x/8vVN8+I/0exhtyjVPU2ABG5AHiriPyYqv7SA7o69gDqP7W+H3jTl98gIt8O/CtVfcns7z8HHgp0ReQ48GJV/UdZ86r6WRH5b8AjvvbL3qv/kRrsbtGEwLOf+iDrHNYljBehrmEwixxpe0vQ6QaY6xpO0hFoZqb0wdkIeboNQ7HR9nwLem1wY5zOW0SklKApbnAa7XfRpMBNTiB0oBbrPo4AnVDOHaRZ2Uezchl1toQy84TE4cKYzvgU+XgHEQ9ZYnzS2IV6aKr60INye5b1Hk0tvrA88ybNDWBLalZHOpkB6g7SqPFUmxqXQFINoDbaAtXMpqh2UE1NxR69dR67XWhK48lOZqlUfhGmAonDJQ5VxYmBBaRD0kwoU6Vx8wgyu78DWuJEZgBlBkqpMGDTsrG0s6QmR05WjygGtzLqPojo+7gQCG4eH4WYzKG0ia4A7eDCSdteI8h0YGucBAhTWGxbUIFfBLZRlxrgitsQZur8BFjYB2VpVkW1t3/dnPmvJn00dGepVIUlfjUdA7Vxx147ZlTdJThvlapzhLYqSbptAIsWuDHiOiR1xdzOXxmg0gULS6gqpK1o3jPxlwoyzkA3oOgiUuJiA0lAk00kqYiZeemKnyO6htqvUOUdhIjEAkdFPtqhmG4zWDiApj2EhIiCaxHAgKlWxvHFoyhec9LKwhGEjh0rsc+iOkHSRahPGyUm9KDeshQqFKJHXG7HVbwJuRAiPaL3qMtxM0mUA9ASmf2n1DgKQtLBNxgfWQUnKzg1fqhqjjBAXRsXFDfYhq3CHCvKABrY1894yfcd4aM3fJTf/p3fo6wCAHme0Ot1WV7eR1OPuO32uwnBXD1e+5Ov5pnPfAbTaU3T2ONFhE6nzUUXXcwVV1zBM5/5TK644gqcc+fgDLZX/+T65kqSuhZ4kqqu33ODqh4TkecDfwjsAdSv51LVPwX+9Mv+vuo+HvNJ4CVf9veVf/8x/z/bf8Hf+/uar/LQvXoA6qKHXMrjL/8WXvTTN3HmqSumwG4SaDZNCe4SkIB2BO3Ws2jMAcIY0Y4BVcYmvIgb0J0pyHU8A3VjE+xX68azrAIyPINUW5A1sH2neWHqFHoCeQ2tXVx3Hr9xnKa9H+davPJFb+O97/6be9e9tJjx6Ecs8Is/eYiDR9RGz1lj5voyhtE6bJugiWIC3Ql0pnafB/wQdGBAc+ckMu9Nce0TqAooN+yFxMH2cePb6o4lMYXaRrahDeMNCxxod2Fnd2al1Ids22yRpiPo1LYv9BQueHw4jSRK0CG+dpC0CS4SXYXl3Y+x6KIJKmpjZ6YmzqE2H1gNaJwQnVKnLaruAWLWx+sEk9a0SHVK6pVKE0QbPDVSnUV0hOgc+DG6r4XKANEG/BTlrHW2zxyH+Q4kI2SyAWO15p7sAm1T8/sKRtum6FcbiaNddLJlvpz9LpPVBbL1u/FxANOzaK9gdGCJUX4YyTbpnfoISaUG2n3bRFM6wmgFzkCdW4DqbjizZRcJy4q4AnTTPjs7Z/+uM6vBjpPrItMxqW8ISY86bVkAABOcJgQ3tuRXl1OLY9jZT5VnVD4ANY4dQIg0CEMTtFHh4gghh3CWtJ7gY4ayBf8fe28edtlV1fl/1t77DHd47zvWlKpMZAAShgABRAWiArZACES6ZWq1W0FtpHFCibQoQxQZfrQKLYO0U2sCKBAUFFsIDTZIIyCxg4KEzJXU9NY73OkMe6/fH+tUkaaxGSQJyLvquc/z3lP3nLvPPsNdZ63vwBB0gxS3rOIZp52eyZaRx+ptmB61MRZNB4cZg8xAHFETbVYTpUcSJUhLZIZLNQ4hMkWp8OQktjBoyAbROyRmeN0mCag2eKbgS2i3UVV7AGQTCLB5iz1cZDUMb+eNL7sXZMfR4gwaqbnhxtv4+DWB//3pKZ/53FHwC/zsCx5H1u/z4b+6mbWl3azuPsBp9xhxznkPYPlAyfWfOcQH3nMTV//F3/GWP/pdXvva16AKu3avcZ/73ItHPeqRPO2pP8Tpp59xV93WdmInTkR2x+T0RKjqERHJ7o4BfWHsJKg7sRP/RFxxxRV84EP/m+c+6960/WWol5BsBVfPkdZDKNDekLSQWSLjFpA46WwqexDaDgbQtf9TZa1+jUjVWOHP5bDd2X9mmcnutK1pRra5vXoDGBRABq5PNp6QbR6jKP+R1Bwhnx/hux6xh9/+zccg6XZuOxR4/gs/yvf+2D/w1395X6v8FcFsMEMfioGJuvcWbLu+BfrGoHYtuAFtG/GaTB8y5eYA1XZWmOudQ9JiYQScOrM2rCToz2yZlCCFaaC60uZBCvvuXScE+yMMFLTANVZ5c+o74f4+Qm2KV3WN+gbyHKUFmk4WKOsIVM70PMmAAp8ak8HCk1yf2NuPS6CaoS5D1XRcG80R5oSUox3OVdTjY4EwQHvL4HJTB0hNR3pqSK6HuBzRxva9KWHQ6abGPmgFKRrsw4nBG+pkjlyz3CACWiKhYPqgh1KuN+g0ozn1DGaj8ykP3czo4N8QtiKEZVKemWqBlEa6ykqgb1VGV5oxwKoa0Wth0Srm9AzzuhZhq4XtztIUMUcwUatGR8W1iVy2CO0RnMyY5laBRIIpTIQ1Wt8D1oGcRI6gOBIJO9YubVLWEzt+6VjX1i9NBYGcxo/weU6aTUhObYihNBhEirDZs7ksfHdMeySXU+W7acMuku+jNBg+NAeKbiwlQtNhX22ZFcByVDwpjFAVQsxR3UIpu3UHCJWd270hNJ2MW5FB1kB/ZONI2+ALnMs48x67OfOc07iUiHKYGE4jSk6djbj4SQ9jvpXoDcZGgAz7aP2Ue55/Kuedfx+e9ZPfQWKKS4v8zUf/gT9969/w4f/xWX7lV17Jz1/2UvI849RT9/GQhz6US57wvVxyySX/F851J+6i+OapoNZf5f/dZbGToO7ETnxBtG3Lc5/7XF73ut/kPz7nQbz0pY+mSgEZ5Tgd4usGPzuIc0IsV0k+kaSP6ICMEmmnljw1WGJXdFi32HT4RQeTY8bkVoVpaQLmvoS5g3zBWsN+aLqhw5H51McKUs+Snl3LSAj4CE6EosjZu28ZSTP27R3yE8+6L0/4wauZVbDY63HrjZv89Iv+gff89f8CgW+9cJFXv+QMzt1TgM74pVf9PX/07hv5mWedzkt+40PccPOEzU8/lsf/6Kc575x1lvo1b3jzzTjn+f5HrfGrP3AubpoQ6dldRAbQ1CZvlHUwgaVFE0iXEhYHkJaBApquHd/LIJvAZkJEkFFAswWS7wMBEQhtwm8eIo8bzPcesFZvCLZNAsIU8B2juwcoQk5I2zgtiZnHSW56oskj1KgLtL5vRKUsELTAp0TdWyOoozczchSyTJQhMMVTAQOC24ZT9oEOSNETd2VofYCUtzgfcNsZQfpGCitykx6rWwjBjmV/BKlByj75ZJ1Gz2DznPugTICEUhKzNebD+6K7lsykIZviqpwQFe8SmXpEe2hYNFyrlmY2kGKH80yWcNGdQ+mYif3PE8wE2gYWSvCRrJnhprfRZmpi+pT0dZu2HdOUq9Y4lxynHmWB5EMnydQg5DgGRAIiJa0vyeoGhyXIyQ1Ibi+CR+ihWiMyBzcwI4hyiPoFYl7CaobUS/i8QfMhMRswL/bT5ENUltBQoGkCFKiY1FqkMSmvlPDJMKmOnh1jcsAgByIFbSghrKIpw7UZ+B4+eVzjgD4MMzNHqCfm8MUA2gRzkHmNLJWQB1Q9rgM2SJyDeHocJoZVKh1BGBB9D+cyAgWqFZIEp43hw4GHPPgMHvLg/VgC75hO1/mzd17LX/zptfz1Rz7AH//R26nrltGozznn3otHPuIinvWsZ3HPe97zrrsJ7sQ3Q9xfRL6YXKZwQhrjbo6dBHUndqKLlBIveMHP8OpXv4YQhFe84tH88I+cRasVzgmqOeg6zpWkckaSQPSOxie8lvi4jsTDQAv1zVbRmmzB5HroLUN9GFxEpx7Wb0bKA6iuw/h2wwC2h1A3x20dQ4pgVa6FIybNlLaBbegvQTOz9vE4g9ER0BY04dM6qi3b45t4y7uu5773HtDPpoynync8/WoedsES733nd5PlY1792n/k0f/mnVz7gUcxLBL4KdffPOEPr7qJt77+AnJfUMZDoMofvP2zPPcpK3zod87jbz/d8rTLruWB++Gp321STjK5zZLNZmzap/0Fa8+2W1ZFrNch1KYaoCODNbjboX8qTDdgMkczgWYDlWWzce2MCBClGeS0bg3VQ4gskLQ29y2GqG4gskhiZo5A0kM5itKQmENaNA1XxqYfKkp0kSCeZJQ0IFBrwsdtitnnsOSqILEBbojqnCiOkKBigyAlKc9pCaj0oefwWpK0Tyg30UKQrROmB0Nob4Vsr7XXm9vQbIjGg7g0xYVDEM9AUktymzgWmWc52wv78G4NTduolriiR3JCMdlmtPm3kO8xXKceRN0pSLttON/WmVSYFBAPm8h/nILeDG0BOoZ2E1gy/KwmJAIyQf0q6BgXjxN0iNY5VbaI6pjIMskFIhM8JcqMJBVORqQTv3GhwKVtfFsBc4SASxWkY4jsxbcHqTURJafJxmi+ikiG5HNcE5F0G3V/L022RnIjUiiJVCSZ4RBaN8EzQKmIbONwRDexJDpt43FAIrLd4ZMVZRtHILEOtAiJoEdAt/HNYdStIaKQbofsFLvG2pmRt6rbzPRqfBS3OYH9OWRm35vYQDQneAf1rbj2OOoeyNxHvDgSFSlu4rXt5iKSmHaKE2rrs4CKUPQnPPkpD+RJT7kPSoWj5OYbN3jbmz/OB/7yOl73+tdyxZX/jYO3HrpL74fftPEvoIIqIg8Hno7leOep6rd+4WdU1d/lA/sKYydB3Ylv+kgp8Su/8gtcfvmriLHhP/7khfz8C74HXEtijuA7e8QGSUcJWw2pX9IUu2jDAVK6FZ8S6gakUOJSRCRYVTRl5u9dKWxGNBeoPWx5VL2Jo8eCdvd+5meeT9MrWfjc/8DJPlTHsDrA50v4aW1YVJdZK75S0zNdANTxnqsPMzrtSkCZTCOnntLn3b9/f0jCle+4ARXHG9/wXUhYRPUIr331GgfueRV/+t4jPOWxC5CgbhK//+p7s2f3mrHSJ5uQhPPOWuDFz9wDbolzDwTe+IBbee81E5763SXULRo8UnQVqDY360qXG7SgDbA5htXSKr9i7WlEISvR4UKnjbob1Rmox1r1vnsFyEurvEkLeHzcNqJLivg46/CnzlrArkdyJa1fIlHhXNG1fwPqBqi0iEwxNpsxIrQzeRN1KBlID00V5pJVWsUOpfFLqK+sxaxDWlcB0onSKxIHUDpkzRHGtyJtYfhcH6yqTIEMMuZnnEcKA9zkGPNiP4PN68iP3QDpVmTxbMK0INc5Vf+B9GafApnQ5PdgVu4lhhXU9wxn2sxRdYjroQSkbUFyWj+EusDPc2RbrJU+6Ow+swGUVtlu3QKardIUe4lsof4UICNKH6clLla4oEQpUVeSSKjMwJUkLVC2EBesxS4ZKhlNWAGt8HGj0/O1uY9+kSinMi08vixA+/jkcBRImuPrhGu9fc7VJD+yYy+xIz+d+C11HXzAXoIjkePIUbIOAuI6Nr92xydg7QwP0iM6JW+Pgeuh0keyys456ZnShUbwhTl7lR1UoZqZCSQKLiAa8U6BGZpqmjBCNcPRgjhEfXeGCQZB8dgGThgKOrtHwB3OdemqzYEDp+/jx5//OJ59WcurX/Q+XvFL7+D888/j2ms/dSfcAe+cmM/nvOrVl3PTTbfw/J99IWeeeebdPaRv6BCR/wqc0Gm/zx2W/yvMCMgDv6WqL1PVDwIfFJEnAh/9J7bXBxpVbbr39wQeC9ygqm+/c/fmy4udBHUnvimjrmve9a53cdVVV/GRj3yY6667jh9+5sN48csfj2SKpCGRGscUUsJpD9jE6YC2t0hTeupiFyFm5DFhmPIh+AXIWtCyY7VvQRyiOrLWdhoAGeQLxOVTaPpD2uFpVKdfiPqA0rBx/0sRFoCIss1wskFPG1x0HQ4ywcIK6JppfhJ4xINXecMLvx3KLdY3Z/yXPzjKY576cd775lP4xCe3uP6mGStnvhlLyhSA6bTlc9e3JhwvJQf2Ddize8nwopqBmgzV/c5ZNAKLLAAZp6wNOHJ8BuTmTZ+20TBAxBk21S1Y1S4NDGPYE4zYFCAsom5OIkP8IrgKRBBGRHajboi4RVRT5ypU4tQjOjXmttjoJU1oGshijXrXYUQFlcy0VEMOVCgBR2Z4QykwQaSIozRiDyWekqgVKgvU+QGKNlLUt9DGQLW0iGLbT2GVpGJjk1WSjhFaS5Yl4CSR4oAUHDpcRmrDOpoU2cikvdwC4vpMz/gWoKK3+Ql6tx9D2gQxQZoRKmGwfQP9pYwmU5pyRIiCT0A2YrZwPzwLoLdBs4wU90BCHy0j6k+hMo198q0a2bydor0NNzSxe6laJCtpe3uZ9s4ghV0kGUI6hHPLpGjs8uT6ht90GSJTlAyPmF6r5IgoQmlSYyQcNY6CNmTgDiBVwKceQtNVtQtiWCaFQHIBSTOSb0AWCXEbiSVtf5noV8BNOyjMACEg0ke79r2jJOFwZDgMxuBEUDeE5M11rcOZCorQQ+h3jyKCSJ82lDgapPI4FiBUCIsII4PROA9hiRRa2ryHb0YwK3Ey7UhVA5z2oUngS6IbGtSFHI/NS1IHmuEJKEV31dWWOEvA0V0/gKfo9ssDteGfxdn5hON5v/gUJuOGN73mL+/ku+LXJq655hr+w7N/lA9/6COUvZyizHjj63+Xl7/iV/mZn37e3T28Lx1fvxXU3wFeA/zeiQUi4oHXAo8GbgE+KiLvVNUTTzJP4w4k7i+IPwd+CPhHETkb+DDwB8DjReShqvr8O2UvvoLYSVB34psi/vaaj3LllVfw/qv/ik//w2fY2NgkBM++/ctc8qSH8t9f/H2Uvb0kFGWMSotvKyQdxakz5j3HaIo14mAXtatMioeIaz0+HbIf4zhF6k2oFmFjE6abRvhpjxLbbcj71LsO0PbvRbu2m7h8Bq2LwBRHj9i1AaEmsUVopvjmVmNLtxuGU9W2a5lvQgRSRb8vnHW2gkw4+4xlHnTubhYvvI7f/p1PkuqWC85b4PffeD80P91IQiS8ZuwezlHZBlEGfWdt+ahW5e3weJnrQTUHDkNaRpo5KUaoxjC5HXyCsAnZFNyGEb3ABPo5DGVhrHKGaDpO0uOksAdkhqhBJexv32mGFobhTDMg4rbXST3FZwHlIOhRRIaE1BDiOg0Kfg/zsEYKffC+m0dFaLuWb1ft0paUZt0DhYLOUI04FWADaPHtYaZFRpK9oJWZBDgQ5qh4WpkjLtFKhkstLkYcLZEGEXD1QSRso14QdVaRa2+0Nn9TkW18iuGREiaHKCY3Ic0QGlMIMIWIFibHiPkupmc+gHlW4qSEZMz52NsPUpL6ltg4LZA2gDYECly7jsTjzJbPJ62sEY7cQsodyhwJgeQLYqYn4QPRl8QwQmkIfkQ+20LaIzSLF5CYoLR4KtoOJ+uoUNS2xxhwRKquXhlopUJCgasnwDrJrdBkGUlrYGZkJHVGWkqBxmekQY/kF4m+NQcvIPmGJLWdCwC0tKzjWergGY0lc2neaZsmEhOsWmrXUWIGbOLIiMytqio5dQgkFsmbiGsOoa6kcVb9hEDK+rT+dKJv8KmHW/S45hBhngj1EWDLZNT0GI4jZN6Tt0NczGi0IrCEMqel6fyuGhuXNChb3cPRHFNDqFFmqPSIrkaoEHIis65CPOOvP3gtD3no178C4a//xq/xkz/xU5x73in81h/9Ox73pG9DSbzmFe/kZ5/3cwyGfX7sR559dw/zGzJU9QMicsYXLH4I8FlV/RyAiFwJXAJ8SkROAzb/H7bsy6r6j93fPwBcoarP6SxOPwbsJKg7sRN3Rnz0ox/lJZe/kI9/7BPcfttRUoosrww59/y9PPMnHsXF33cO5557KqLCdAvyckIkGqEmzQltQ5bmaNoCRsZZlow27KXNSjTlOJQk1jqUWOFShYwnsDWGdgHGLWy3sOCoVmHroZfiXJ+YZ8Qi7ypPA5QNpGtdCqmziRR8vclgchN5fcxwcmSWQMoQmrnJCs0zs+F0AV1cQMYHTTtysokTmM0SD7zfkCvefStruwcMV9YMOiANTnZBPEqs5yTpEqnkDSPazo2w1SbTYN1qMZvWwv4/WTpCbIFehyMF8hzxW8AipNoIYlIYgSdZBTR11VSVuqs+KSpK8otmXOCXcFT4OMdpZmNgblWwuAE6N4xhKiyZ9jXR9amzEeIzPDlCRSLiu/RA1CHaEJptJG2gsk2uOaq3AYs46RH1GMgC497ZRLeF02FXIc0QERRr6UNCUsRRm9IABTAniUEYoku44ZLBC6Ii/WVopiQ/ou23uKahnB9Ejt8Em9uQj4zYFDM7rn1TV/CzwwwPfYp+vk4q9hNmkfFwRN3fj4hHZY7D4+MYaTcQKkICUqINgeRyYEbdXyXXUZcg9tBsiSg1ToWULNVUyYAKlQwXJ+Z22mE61UDDnGhNa0cSgqzrMpTd5xRPRhKIvk+d9YmSo24FBFyKgCdRk6eK8vjfUw8fSJ0vEPsKbi9JIkk9QkYrQnIFTgRLOm2MFgooDm/XLXOEYYcp9ggtCQdkJObdMTJtUkdGFKHxS3alxR64EdPeAVp/NpLm3XfloEdBRkRxFKnFZX3DgN963CSyRhPE14TqCJlbIAz6EIaI7xFPkKkoSFKjRDzSQQ98N4/eYCVMEMqO6BZwkpGYokQccOTQFg949EVf47vk1zae8vQn8pYr3snzX/JEnvOCx2AP2RVC4MeedxFN5Xn2jz2H0WjA05/6g3f3cL/eYk1E/uYO79+gqm/4MtbbD9x8h/e38HlL9R8Cfvv/sa7e4e/vBF4BoKq1iKQv47vv9NhJUHfiX0zM53Ne8pIX88Y3vo6jR49z1rn7+a7HncvjnvQMLnr0heDG2DW58HmSQ2rJYkUR5zitgAIX10GXEOkT/S7ULZMogEAgh9bjmOJSS9aMKeoZbmoSRVSlEYF0qZN3SjBcYXrWfdHFFROGJ+GpSGj3w1kimDOT0x6+nZA12xQbnyLfHCMrK51IvHRt9x64DZpwKm1/Fyn7W6qq5vBhoBlwfMPxmjfdwniW+J4n3ZuLvnWVV/72TXzvMz7OL7xgjQMHCm48WPHuP/soP/yD53PuPU4Bt2Ut+GwJ1FydtBZIAY0lGhcNPxoWQQqiKn/4weNcd9MmZ52iXPrtuykz14nT98EvQT4zkXoWwC0BA9SNcK4m+SFJM1QS6hzRLZJcZskMuwxxKDmqi4QlZyL6OkQ0WmVUFvDaw9PHtZGU9fAUXcu5a+HSdn+XeJWu0tnD6TaoWvuYApeU0ExpCquqNlLiXEQYWjKhLUI08wVNCA0uebP81DmOIQnFUxO0j/ghbcjxyeEloWGK5n2a/HRmxTnk9TblvEGWasMUz5fMErZ0MFgEtxuyKeJyvCvw3pNiROkx3L7VarVhP8pRPHMSARVza1IpER9RF036y2VU/XvjZxVJIk3YDW4vqhUqLcmvIH6ApzaXKQpmowuwxKrEk5COuKM0nJBwOoHhVRxQ4qi6ln9pTHrnifkAJUfo4dvGPqfJ2tzO05YHSGHJpLwkQ2QZqBAndh54h6dCKLBE7vNj9DTdVV92nykxSEDbPZIUHfbUMKCOHtAH+piL1zLJ95gVK9S5MfqTH5F8jqglqJIU0RalT9AxIQWcX4RpgPkQZBGmLQwD6ldoi1PwLiAuoPS78xRgiFN7oHPS75LOE2PMOoyt4DTg8TZWKfCdKgX0OHZ4wv3vd7877d75z42XvfxlvPXKd/LH7/sZvv2i+5OIHVbYEn1PzU//p0s5fmzGv336v+elL7mcK/7wrVxwwQV399D/77h7WvxHVfXCr2K9LzZaBVDVX/wS614jIq8EbgXOxsT5EZGlr2Icd0rsJKg78S8iLrvsMl7+8pfT6+c88cnn88IXPYq1PftIzFFfWFUoHsJHR9BjSDpC0gwvPdp6SlaZ9ahoJMoWIh7XblFs/D3V7odZckiNxg0yEXxzE3m9QYgBqTagngFbJrM0Pw7NEtRjNE1IixWEhpaK0CH5IvMOL1dbRVFnhJgYTj+CS0oeBUnHkVCDjFCtiaFFQ48q28N81wHwe+1H2Ct/+cFD7LvvfwNgYRi419kj3vq6+/PwhyzR70WuvuqRXHb5J3n6D7yNza2KfXv7PPIR92BlVOPrY8hs0/RXbz8E7RJaO1jfsqpnU8GkMX1PXeDoxoSrr91C5bM86IyM33/fTTzvdz/DO15wXx58LzVJJX/M8LezgW0jHoZ8H+LHIFNcXEdZMDY4PXORihMiiroEWuPSMaCHxjFu8wjSz5HtCcw2oFhCnaCDMSo9QnMbLpxC6xJeCpQ5ilgFJ8VOOsikiVRavCrKBN8eo5zOcFNPszYghVWEGtW2ay1nJJlb+1oyNNWWJLsaSQpskzo3K9EZxAYVkDgGyVARZOMw4hxh8TDDrU18u4m4/ZCNTZLTj2EkZg9bihka5LUJ4Icx0SuQ0L5HSUQRVGrQhpY5hCViqrqKfCQKNNkQxCw9kwQa16ASSbSoWHIXRUleOhjEzKRRdd4RjWqcZERmoNFUEmhJEnHiURqUOR6b60SNdBVOm/sejjlKRNIc7QhW0TmUROOhHp3aYTqTrS8JnBmXIkZcaqk6+lDWtbzprpmEifMXCNOT4zEYQIuQowJRckR6OARNgkhAERpnJEbHnDobYvVigwEgDV4z29fUUMQjFNURJK6j2kfcDFYibKyb/fB8izQa2cNWGiNpYEa+FjhUAAAgAElEQVRqLnRjVCQ2qDaIzhASrVQ4HImIMfdzks4gzUg+wyVIMgfJkDRnOq249NJ/cxfdTb+yuOaaa3jBZT/PC1/xZL7lojNPwhmsuu6788GWvfjVT+UHfvyB/Ifvu4IHPvABPOZfPYJ3/+nVO85asCgibwD+RFX/5CtY7xbg1Du8PwAc/DLXfSbwXOAM4DGqOu2Wnwe88isYw50WOwnqTnzDR9u2vOpVr+B5v/A4fuoXHoNrDuLpg44RjuLbRZQNvFa4uIHTBdCaoLfg2IVXxekxRHeh7QTvJ2i2jKTbEU0oW0CJao5PBwkMOgvHqckQxSOIjgwzuXm72X3KYdrFEc2+ezHe8wCT1GGb1LF0rV1cEGlIOiZvlcHsGvLqNoQZsAfJSjTbIjmo82XGxfk4v4fGg6Yt8mrC4PaP8DvP3cPvPWc3FGvQm6FFTRqdhWsPMp5XIBl7V4/xpl97ACnb17nteKuIxohb3+ZFzxjyomd8K2zdhDk7lVCvc/XlD7LK6vYNUCwz2zrIx2+YcuWzT+GS77yPQQGmt3LVp3o88fJPct1rzqS3sGpkk3oKs4lJTy1FiLcjsgd1La69HslOI/amIA1Rh8ARnO5GdRvVbRsjR1EHurgIzXEk9QzXmwRGu4ANktsNUuHjjUR/LsmP0aRY2zRDYgMcR1hEXUsS6Y5XbVaZsWY2WiGFHGWCMEWSom4TkeWuza9WRWXDtqktsI0VMI4jGgjtFEkzkDWcbmKuUhk6O4wOTkPiBNfehvgByDHUC7gtpLcI+QDCEdQpMbakUCH57u5Y5ahPRFchKacNQgo9pO0TgyXO0RkpiOhJmFyXSEvSGXma4tNBVHq4ZOdgkiWiq0DnqAiqU3zq43QM7a2WWPgGXMDHw/i0SPJCHcA0RhNKjdIjYb9rrpNSshb2GFg0DG46hLCIa8e41qNuSNIJTnsISutr0D7RNSA9c6gSU7dNtGhXBU3MCAwxE4YxnhxlSiLgXMSliFLShITHlB2S1HgpaHSOyABHbg9BIph3cMBgC1PDPmMmDwgox8mbo2TtFBePGAlQD0HeB62NEDhagCLh9DjEOco6SZZR13aSXAFlQsLjaLpETTCoQtZ99xzRHhLXkbiFi2NLUr3NiXMZK6tDvuM7v42/u+bTFHlxZ99Sv6J4/etfz+49K/zIT32X4ffJO1xtA/Q6STCPEInMOPOsPfz53/wUH/mrm3nqd/9nLn3yE3jH2/707t4Ni7vP6nRTVZ/1Vaz3UeAcETkTq4Q+BSNGfclQ1RlfYN3eLf8Q8KGvYixf89hJUHfiGz5++fLLCV543s89HKUHYQXX9jAO7AzPgJQgi3PQgMiCMcIZYGz5Fqc5+VYL4xmpP6HetUxdrpL60IRFNOxCmUGdUVQVTgvU5cAQsg2QAcQR+AntaIlm9xlMV+5FzAQ90UruSB3g8dR4BkhbE+ZH6FdbeImIWzIc6HwBENpiP1X/AubFMsm3wBJFvU6+eT39g1vIVmcfOupBbxdajqmHA9SdRj6v0DCiZYBnC5dGKAOczkEENCdUFa7tmR2pLpntpF8z1yKdoNkqkCH5NmQrvOPqw9zvrEWe+OjTYGHNNCOzGU981Om87i9u523XJJ5+zzWrgFUzCHusellPoSggreCaddiYIVlJ2heQbACMEKlRGQFL4GY0bkAWlZR5SA7nldRbRhbMYUmbVdNMdcs0YQ2RKSEJKoUl3kRMPirgqynql01mSUBkhSQ1LRXz5XOI1JhDleLaDJE5jStxasL3SjRBfM0ICi6CJjFnJwqCOjw5IHhyHH2MwT9A951Fyk5FUx8JHXRASiRrkKwEfwAD9gpR9lPLGvN+SdAVSMeJPnRar4Jmi0S3iMgyMTMlAlw336kCDXhJJIoOQ5soqy3K7TFOIuqPUOdLaFZ1OE2IMTMkZKw7JnmGozC1pVhhsk19E6nX2DHWI0LCM8Qwnw2OHkpCsEqvo2/YZr8Msc9g+g/4rTkyvDe17yG+h7IITE2qTMwJypEw9n3Rte9zlJJAZdskM2va7roSn1AVol9CUZxsAgvddpI9rIpHpEEoOyRt1WFABzh8d6/odxXaBmFI3t5GESOOZdRFg/C4AnTBOgSjXTBaQSWRyhWIS3hpgYKUSryLODymKNDimHSY82RyVIwQFK9WsXVRgRzcyBQAkiO5AAx43zUv5aL7voClxRE/9bwf5yW/9Iq7vOp48OBBLnzwAzh8yNwxV1YXKXsFR48cZ9/+1e7YxG4efVcZ7uM7ETjb98w6FDge9u3356d/4WJe/dJ336X78SXj7klQv2QFVUSuAC7C8Kq3AL+oqm8SkR8H3oM90f9XVb32y/lCEfk7/k8cqgJHgauBV6rq/IuueBfGToK6E9/w8drXvpZ//cQzyNOcShsUJTlFUuwoHmrVJY1YK7Y2P/B6E/JVSEY4qnt9cHNS7mnckFnRQ13o9AqVpJHoelShT7/6DA4x7UQXIRdqP2LeO4803E21cKqRijrR8I6KAkREwbVjynab0GyRjf8OH0fQ6zQYU2v2oxtzpKmJo9KoH80mve2j5LPPEbY+i9R7zE516E3KKUaQhEsN0m7hZlNUR9ZqFE+oJmRpE3UbxqSOlbVl+8mqqZWDuQKtmQxIRLIE0hoRSxLX3bbNhfdaMOa+a2y8oYU88aB7LXD9+sx86ecTINrnehGCmGyUJPCdd30VYTJFvMNlE5KbI6kCX3d3TavJeU0kUdowBFlCFnbhNCdFT+tKkhQkMfmnBJBazP7SEhTVSLn1GZpenyZbw3VnRZIG9UOSLIPOMCJOJNAnpQqXWpQW0QkidFWuaUf2GVpFNSUEh29bq6jjkFTbfmiONjNS3iVQoibBxQJIiaQZIQREHEmFJH3abESty8x6GS4tAiNal1HGiDSbJMmIYYCT3Fr04nESLFGVTmJJA1lznCYMSN5Rh2V68WaoBJFtiuImUjlH89qqltnez8MYoKta5kAkSbBkWvpGvJJtPAmjKMXulbqkruzgAQau0G7uJTYIQpWvMe9FCilI7gTZKScGE9Dv2HcYKatFCaROKQNil0RGDP/aEYy0AbVRI2rHFcUTuzG2HX3LxmiQhLb7boNO2FmjSEr45jhtVmLuBckIU+pxaY6kZOdI20Bdo0s1aZCbEkLIO0WNGlKNb7dJIaJOMIOA7rqiNbKly/DiMTW1iEtTVJQ6LCBumda7br9NnWDvKUtce+SX+dX/9F5e+fJf5+W/8mscOHCACx98IU+45GIufdKTGfQHX9P76h1jPp9z/wvuy2gp5y1/+RxiE3j/f/8Us8mMchB47CXf1h23E3fc2D0AYPvMCeOEbl4RlETIHSl9XfBx7u74khVUVX3qP7H83cBXk+U//ossW8EY/b+BQQDu1thJUHfiGz5iisS2wqWD9DZvZDI8lSgVHmN/JxoyzQBr2YsKYfKPyPEN2tXMSBj1UXRhRMpzmlBSZ9HwcrKF0MfRkBgjzhHdmDoTerNDkCawPWGyuEi1vJcqFKhLeBoi446ok6NsEnWGTy0u1fSmf085P4KTAfi5tTzjGjSHwOfAJuS3E1LF8Mj7KXxAmnWyqXaJ8VZnF9mH/CjIGoQGmR8li4vABswPIVmJT5uWMK4fgqUDSNaCbIPbY+PXbbPCTLdCMYVpMoF92Yb2cxBWgAm0U846xfN7f34YfB/8OnAYqKA6yMf+/ijf/5gebHwOQg7NNshNMFwAfxRYhPYgcNS0V6tb8LdsoEsFwR+m2VPS5BPQKdEFRLfBL5B0gm+nqFuizsze0qun8Y7gAsmNMbZ2jcom+IIUa0QVzxh1U2ajU4k+oIw7LONxouubJqcYySZS47RHVLHqIeDjbUh72EwG3BwXxza3LGPJwxhYRTmC6AaiQ3N3ipvI+gbMHa6YooMJbuUcEuayFN0p+HTMvKx8ogmBxG6SH9I2kUYSZAncKqoTJt4RwipRZqjzJJnTst3hmCdEpiCK1wnl7GZ8PIQOhIqCth3D8eNQdW5kqz20OGgyam4GOmXS30/SOSFGLKFYB7eb2idUCqu+ygxlRuySC2tTb6AncYYRR9G1dAsS2yTd7OqTW8zLgnnj8aEFAi3biM+79HGCMMRRkZh1+MyayBTTsW1Ralo28QwtidYZIRZIOmopswM8J8doCVENrENnO9rS4ii7MWaojElsIQQSx8jaW6jCPiNOzg/h2htxOjCYSDqKpDWQMQzm9lCTbiO5OaoCehSlInEYnxqalNt9SBY6GISdL6oKmojiERFaL4a7liWiNCDjbozj7viOTSrNeS775e/hp1/8SN77rmv587d9mo/99f/kne+8iu9/xg8yWlzg3HueyXd+50X826c/k/vc56SW+z87nvVj309VTXnfNS8mLw2m8MhH39OOIQ6zvD3WzeO4g3/UwHHojq+dVwKMMW3alt993fv5rkc/6ms2zq9JfP3qoH5NQ1Vv/CKLbwQ+ISKfuKvH88ViJ0HdiW/4+PVffxXPeMa/48lP3ea7H7FI0BxJDVka0PoW0RynObCGY0Y2AeiR+itotkLSEWm4QJIeKkNLSmWFXEad/0wPjYLXGZ5lJEVEllEc1J5qeAbjXecifg0vRhhxLAFTYIZnRNQtikbpNccI1TqiWBvT7Ua1RVyAtArTORQO3Kox6+Mqfuzw83nnF96DYslEwgd7IIxgIh1Lvg/zKUyWbBv5fkSX8FUL29GIN/1TgU2TyHH7oT0OWzW0I6gjLJ0CYQjTBmIP2hrK/UADruTS79nFz7z+s1x1jXDJ4w7AoIU656r3bHDNDRWXPvy+kIYm4O9m4PdBXACSySm5EVSVJce7FClXkVkLqSCLAxLQ+L04iSTtgdtDatchyxB3wKSc/ADRHo0PlNmJtuKqjVtGOFkiBrFqTRyi6VZSeTZKgUNIDMwQwPdxbID2KaJj7lqc66GSAw15XSPNzOa1K4AJy1ipbBVzBgo4txsRAZ130l3rMBtBHdBejhYRzTzKLpBAkhz8XhrpgWtps3NpdQuRQHID8B4JPRRvbVE5wcjvAcdxXcvb0+AZoriTGL+8PUoZgbYizccU00OUN/wtrt1ntqtBoNyHSIPTPkmWEUZ4WabxEc1WkXTMqpJ+FWGMSWmNiGziyJGTLP4ZJvTU7xLW0trpJIQMpYe4Fk8g1GOaYO5QiRwJ5kTlWMATrUPACokKRyKwSEtNwHXfF7qkdwYM8RqRCFnKSQzxVKgOSXGClz5QggtdF8MRWCB1VV6hZ+cjHtKAkKYdHCGnKs4nj5tk7TaZ9hEZIqwirjYJKD0Fmin4OZIfMNiFLHWV8SU0rHYY8qVOHsvjWCIpOBo8KyjHCakg0T85xgRkGFZeyHAYccuUEga4kxCKjCIUPPaSh/LYSx6OkJNY59Yba972hx/m/X/xSd70W7/DK37113He84QnPIG3vPkthPDP+6n/s3e9j6f/8CMYlmu0dxjjCX8v7RQUDBdcdMfMTESEwqAXLHTiWonAKkeObnD9Z4/wx2/5UmTzb4r4aklSd1Z8XbDWdhLUnfiGj6c97Qd5+9vfzg898yquu/n5hi9N1k7zaW4tWfWoKKinKXtEvw9ZXiExoNE+s2KApAyvHpFNXDMBMkLaIugUkqB6BOeF0G4RUkVdrtEs7mderJJ8ffJmLSevbTkJ8MmrI/Snn8FrASmhXtEmWtvfib1UTE6qUfNVn1a2vPLQD+Baa+O30dxu1FlSWbWQddCAqGZrmRQmFeQKKUG/syDVZPlVtLYpEShzcKV5tfcUmsy22wqoaZeykEPylOK56j8/kEt+8hP85jvWedD5OR/7uzHXfHqbqy5/COUwQM8bhCA5mAONQIh2t/Fi+q1Nja710SKjHeSojIwSIw1JMgNDhAWSLCBiu6Nu1YTM0wx1A9rMUweH6hSnJSqKiuvm3Ewmk/Ok5NCuLGIC8CXqvFWiEUQTWX2cuvDdZ7oKodh2TLxVwWWkUJLSBJ+81ehUULVpcirgHHWxSvKLlPEoOuyTCkd0lqwkl5PISa5HVSyiLlm1TOd46WSR5ART4/Pn0R1lnU54gXUp1slPiAqtH6EcIrQVg+Ym2N4wCIsCMwcDB62BaCWzelYbhiTxBr+ATj9VcSfPXpu7hKGpPw9akzu89OR4Pz9Ga/SjkaI+ROP3oz4H509u44QZ6YmrJnbb1/9j+90nFVxscZ3gv3SycCfCaUXQO0BqUo8YtJvPDgmgcofvU6StAYMtODWSVH92Ha5tEVcibW3wgxRh3sK0hlllCg+77L5ic2YwGgWiZNZhcE331drJdWnX5M4Rcabw0P3Tbr5slt3J9677vxNKtCdm+o7nuAIHTt/Ncy+7mB+/7DvIWGXezviTt36Qn/vRK1leWeLKK9/M4x77OL6aOHbsKOvH1nn0xfe7w3GTk9fUCZksPXE9od17MPzyiXHKyXVB+MT/up7gAw+44MFf1bjutPjGIkl91SEiX8z5YRl4BvCBu3Is/1TsJKg78S8iXvay/4+zzz4b2IQ0JYsV+WSbunTmviQLKJvUfoD3llC0uoE4IUmi9SC+gGaMpAnOHYT57YhsEqInhQV8ewvabuBSS+UT894eYrZy0rXI2LrzrrUlqM7JZrfQG3+SPB7Et0eQsAR4tNmESgzrmW0YQzhWoIcNB7o1h8lx6EcIq6CtMYezFSPDtEcs8TjmYfNmWKshK61FH243u9LpIZh7S1J1bLjWzVuBqUkcqYM0thb/JMJKDmxDNjNc6uwQDIfo6Dhadt+vPS58uPDZ/3khb//zGZ+78Rjff+mISx96LmWYwShCGWB+DLY30e0IsoH0boMlD3mCsgK9HfG7SDIDGZHCkFoaVDyiW0Tq7od+AXWGifQYrrX1M3M0l5LWbXVt0M7pSGeoQpIxAE4cOE+dZgQMU2rt2EWSNCSmiEQmRUbrrLVs+FVl5iOhMJKUbaykpcaFBWIqcO0ElyaIHgF3jJnvEcOI6EvKwx+HbIuUG0NeGJHcujkuyZwk20T1KAFUCHGTpBH1i9CCxm1wI5LUJOYILVCR2OoqwRGhpmUDR88Y7nGTrB2j6QbUVyTZRkYN0psjt9wCaQrbx6AskJUclRkpy0luN/GEsgPbnBCINxej7ZOJhqOlPamJak5SZtHZYILshvH+/BgTQk3jhO3+PlqXDOvqTrSBG4yFH1EmGFI1EZkRO3Gplglec4SApm2CznBadevPO8TpNqrR1DikRtoNq2jaiUDMdhElEmUOUuO1QtMmRDNNJU0hrROkJNS3kU8/h9MFNNagWyYntj6BzVvRZg4kxB+F5PC7RqSBoymWqfMBhBp1fcS13Twa3jW5GZJaHFPEC1HMujd1CgIGjdggaYXovIMETAz/KifmdYJPGckl1NGtP0apUMYd1nZCRMiC8ISnnsfF//pXefbTfo+LH38x3/6Ib+E3X/tGzj///C/rnjqdTnn5K3+ZK/7gLZx5zi4edtFpJDaJzBFmGCvf4BH2CFjRMu8UFGoMe2vuXmaW4LvE1cZ4/gWrtG3LsWPHWF1d/Yrv+UePHuU973kP1113HXmec/HFF3/Z+7YTALzqC94rcAx4P/DlmATc6bGToO7Ev4j42MfeTwgOWMJ833cR3XGQbRzLoJHo9phkka4S3TJwFJd6OAWfjO3rdUana4SkTcDhVHGpgLiABk/MTqfKHdGPMBaw+Wc7/n/23jzYvuyq7/ustfcZ7vSm39zq1oQ1MQWEDdgolkSEA4jgkNgijoeSq5BFVwGyQSIWpAqlJBIqFE5wGmTKgFIJWGayAScRsgpQBVTIxGADIQIJqYWknn796zff4Qx7r/yx9n39k9wgplYL9NtdXb/37rvnnnX22eeeddb6Ds0FDi/2a+LynNmDv4EOIzK/jNTnYLtF23ANzT3eql+dQHXFSzzjZeAUFtehXUDzCEzuBlmDnUB8mvvc2xlwF9gRzO52gtXiLmAXNoeQ92F97lhPpsAGhkuwnnjyGRbOQK8OoLvpsk16A8IDYPtIVUOTID6D1MwxeRCRXURqcl7QzI75r/7mPZB7ZPl+ZFVa3vMNxHsgrsBWMLsO3dJjrCdQX4f9CeweQ7gL9KjYjs68KhWuOySDI6LNSBZBJ4itMIRgezi20Fne7sl+UNrcnbdBLSCyA6wR5pi2IMcYLgUWc0n+SkIVZJccRtzbndJedYoWuocRS4tyF+EQZQfRKakO5LxPGM7YxKv01Yx6eJTF5ojQncH0MnAF5BFMbpBkAXKCxetAQ5AZrh/aIraPyimalNFGqpwwFiSWRGpPCi05KU8UVVeDsHKMwTLVOFAN7kvfx7ucQS0PgkZkZwQ78AeduIukPSQ/SsiRmIRgAPulRtrjKgQRZRdjheAGEcpxmR8rc7JPYkVgUhLljLILJJQZEDFZYXHPkzPAxfJPUSYo04IzneNY7YpALiL1lVcvCXjLfsC4RE4Z6HHx/RrhEpofcQUHc7wqyVOmkI9JXGWII2iL0iDjWCA248V3Q7Qz6i4Tx7Ufq1xDhg/DZheGHeyog80NoIZ2H5oO2kuIXCFXRoqXSekKFg/L/NS4ssEUoUa1wggge6XWnMv8eEoeOCCxRqkJWZxoR/JrSCYkaQl2xGS9ZjW5Rl+3KAsSpwQWBQO6RtjBa60TAiMaZ3z/j/4D3v2uf8dr/u7/zmd91mdy9dol/sIXfC7/2Zf/dV7xilewt/e4LvutW7f4oR/6If7p97+Z9/x/72M6a/kv/8ZL+fbvfRmxQDAeN8QIKDtAj+OHHbYhzAhFUzawQ+LsIkaHcOz69ypO6rp69SqvetWruO+++35PKMJ73vMefuqnfopf+IVf4Dd/8zd5+OGH6bqOtm2ZzWaM48i3fMu3cHBwwKte9Sq+7du+jbZt/2g3k6dmfMJb/Gb20k/Efv44406Cemf8qR+bzYav/dpv5MUveY5XwMxAI2l6CclrtNwC0IYUArCAvEKsBipiWlIPTkwgrwjpFLFDsnTOPDelGs7J/ZLl5M+R4j2kuMKdUvx/r7wFxJS6P2L26AeoHzyEo7W3xycBcgSi/7vasuPxNntUsAgrg6qC+cTbynkCdevM4VTBqNCb/9vUsNd6S6qdeLuxz/4ZdYRcQ6j8c019Xzm4AHxVYXHmCgX1AnZqsBZowVpMaiwsyNWCpDuOq9U52VoIHWINcICENVrtEOrWLUsrKaSaAaYTZDKD8+SV4j74dEV3qEIVyYKoYjmiksnFuQcqhwjE4PMsLlQDESwQqHCZoYhL2hSGjOMISpM3eONYQmm/RlwX1Vv2FkJpPyqU8wcgpmhh51N0a2HbuvbKnrcpHcrQVVep05rJ8kMoHWIz8qVrvs6ogApVXxs5TFxnVmpfLwRP0MXJc16d9DUccge2Ros7UiIR6Bm1QUQRCSW+4m0vU8awAHWnIrEJWVuCjdi0QvrgCW7lzkw6ZCrdkDln08z4aBjBdl7lIk4KP95K4/lifsv7t4ADLfREf20o22/n0kpz/T+ce7vtc1ysantt1V5plgihIkuEvEDMEAuIJdTATAmWkTyQg8cHShxLRTZOiXkg2+BwDMuoja5EYYIkQYcEqRzL2qAHkvq1RHYCY13DbIrtL0izPbf4lSmSslvqSrhYH48fn/iDAgHns8cyB5RGvs+9oARL6LjG9Xg3oCuC9JgaY7yE6ZRwsRbDbdvH8tnh4m/+4Bb5/C96Du9+77fzwIdWfPd3/Bi//Iu/zd//+9/Aq1/9apq2IobAMCT6fmA6bfn8L3oeb7rvNfyll7yQ9VmgiielUX/7NSHlXG/3l8rftvsNt8XIxVz46gn8/Nv/XyaTlu/6rn/E6173Ot7ylrdw5coVdnZ22N/fx8x4//vfz61bt8g5s7u7y7Oe9Sxe9rKX8SVf8iW8/OUvZz6fX9wHjo+Pef3rX899993Hd37nd/LiF7+Y7/qu7/rDu1V96rT4/xbww2Zmv8ffPw24YWa/+ImM6/ZxJ0H9fYb4HeDfAg+Y2VeIiABvAv46fjW+2cz+8RNs9z8CL8ev5ncArzEzE5GX4A4NP2dm31ze+05gvrU5E5E/j2uQveRJPrw/M+OVr3wlKXX8yD97GXH8COSbqKwdUmePeNUiTDDLpaV6BPkEsUcJeSDkNXG85ZJS46NUZx9E10ekBeRKyGHOavoChumcvl4QpffWcPniTbYGG2j7R5guf536+BbxZO2tejuEceY3OzkEIvTigv6IW13ymFdSmwnMB4hraM8KS7i0408fg+NbMFEYjoFTb+OPS9AOziqwDWxuAWuQOYQjoHXvcDuBmGEHcjwjVwtEzyFlxI4wmZFDhaRzRAJZ5qAbRu0ZdSSp34wo+DIIBBuR3CFhgzVK7k8h91izg+UjVwhIjyH9iceQGxgijCdeEZY5kh5DLdLEQG9nJNEiR3WGqWL5HNNQjqnGRMi2Kbi8VOAVnngmNphUiEAqLXGhdvcoNkhxPUo6ouruNs6qX7lzVN74OSFhnLJ1KsosS7VQC4xjQMllDWREKmL3QeKtX2e8/GxGBUkb97oXcUcgW5HjhDEkhHPEepItcHmm2o+PMzIRTcmZ5eavZza4ZmYiF0KR2JJsSxzkGzE7IUlPCDU6HiN5RHKF2LHDO9oI+xU2dFhz5Fjg8RzLkaQ9STqEZZmvFV4BrUr7fY2TcdxRKpTXvYVdF3hFV+SnrLR3jUxVSE1rhIbEqsgNadk24tjETalmu0i+FbhAZubvE8eTW3arYtEJoyTXZU0DMS+RfISaIdZRnb4fhlv0e1cZayPrgOZzqtV7GZrnIvRgG8ROkTwSxoeoVh9Cu104etA1e2uD1U1/WMyGVCcQe6DB6kzeHUjTFWNM9CE4k58NI+sLYlfCcexKwgXvVmUerSgVhLKO1wjnGCPZlkg6J6YjXxPWlXlaIaljrHZIbMgm3s1gVa5HVyzIFzJcuaztVNbqEiFy10XDIBQAACAASURBVNOnfPv3fiWxdHwevvUA7/rZ93N+MrDYm/DSL38me/Pr5TyeYoUImMrayBeOXQnJ/tAEPWhLYg2sENoCderKw8WqqCpI6RiMgPLuX/gNrl67xL333surX/1qvu/7vo/3ve99PPTQQ9y8eZOcM6985St5+ctfzote9KKPq/u6t7fHm9/8Zt785jfzoz/6o7zhDW/ghS98IXfddReve93reM1rXvNHv8n82RyXgH8vIr8C/ArwKNDitqcvxjVR/+FTF96dBPXjjdcA7wF2yu+vxG3Fnm9mWUSufuwGIvKXgC8CtsbJv4if7HcC9wL/MfAmEXm+mf1Wec9VEfkyM3vbk3Ugf1bHarXix3/8x/ju/+mlzKrspAcRsA5hQnjkCGsH7OB56PgYwjXXtMxnpVK2RiyjY4/aI+gG9GSANBB0lzRdst7/bLrmGlnWqMyKwuK2MiDEAWZH/w8NgZCWSDqB+gbMj7yy2T4dxkMnHyHQmVuAjh3U+8DC2+mTA+ABl3UKM2/j655XRpsJSOu4uuYaLNfuAx4vwfH7IR5gg7hd6c7TXLMxePWOZBCuujRVVZMnNzwBlCvI8ABsRvKlZ2B56VU3nMmewyUowuwmDUOoUfbIHBHyhGS7IAPWPg2pA1pXyHgLxh4LN0A9SeLS3bD2GD177IuAv5UKp4IlQn3ASO8psE3Q8TFUZuSYGNUI7Ba9zgotDkDQlsriApOEqRGZIpzwuNf5Bisi+qYVZlOyGA7LGDGMKimzs1+kr57Ppn16gWosSgIRSsUQhD3gvFT7pmROCLLPavpMwvU5jUVIZ5jMSWFBZkqSFpMIYR/hFNeC3EMklbgqkm6IeUYclmgK1N2asRkQdnFNSUOYA4eotOUz+vJahqSIZbII0fbBHgYakANMllBdRfpDzBry7nPptMLyDkNzD6m6BJrJjATmhZU/4FJAZ1BidFZ2WcMEoCaRUOZYScGcab7FqYLjEOe3bSNsGd2Om6S0+Y8J7LDVzAzsYLkv86yoRixXCMui1DAlS4dwgI6HGFOv6o3HGBPick2o1wzNAUmVmA+oxg9j8Yh6AMkfRK1CxzN08yHksYwM517Zz7UTC/efCd0DDr3ZuQbzQ0yf4W5kVWSonsumucoYMsYMQo1Ie9s8TnA8+sTjpi7/r3H4wpa815Qez5xsa7JUSK4RbmHSQk6orDBZoDZ4gc8ar2fLTsEJS0kMT4jsY6XaHVmUhzWv2Hotd1oSxRlXL1/lr371DoE9MqvycFHhsmFVqcj6debHtfAzbQWGkYu0lBhIQmxKGM8RGRk1kDVfQBH8+pmQOYJxwdt/+tf5K1/6xQCoKvfee++f2H3hFa94Ba94xSv4yEc+wmtf+1q+6Zu+iXe/+9289a1v/f03fOqcpD7hw8y+W0TuA76Yx3OWNZ7z/G0z+9BTGR/cSVB/zyEid+NV0G8HvrG8fC/wX5s5a8LMbj7BpoY/hfgd0b/RHyl/Ux4n4N5+GXwn8N8CdxLUP+T4uq/7OnZ2Wr7m7zwHTUL12Bm5TQxzRWQKsx1or3j73ip0OPYvSjsjWEQHIw4NtSp0PZwL9DX95ecyLm6w3JljcQ+RGpd68ZuJa6MqcThjdvheqvs/gFx7Lkwql3+aX4OxhXwLbFEY9jWwcIH7rVSUzlw+aG/PpYQ2O1AHMMfXIQ1Y48nrPRXEGZwpnE9g3IU8x1YHmFTAHE6P/N/dhNR7ME5h08OshWqE9gBCBxoZdZfQJG/b6hzNHbKOWJgx7OwUVyeXD0IH0B2MCWIdphXZ5sThUZQZY5hR9yNqXYEHNEiqkbAHTQt2xUlhee4VbG1diaDagxjIYQZaU43njJVbJQaZY2GG2UBIAxICSCTozM8nRijOPKYTVEa27kJ6kWQVGAeKJwUViOCONnWpTnksffNcsu5B2EHShkDr6AsmACWZNCgOOV6VXXgypsrYZMLYoBhog8k+CUMYyJoRaRHWKC1ZJqi4dpVSYxKoTJiefgQ9jLRpyfLgBhaast+pJ4ySUHEJJy2YRe8UKIEWyUIOB4isELsE+QjRq2BXSJMWq2pSdY0utKCChR2MxuEVuHGDEi/mR0uSpdRkOiJTHF+ptyUv/l6hJTBB6Epi2aIlWaU07D0lizjXe4NLPg0Fw+qJd6Av1duRisrXH7EQnzaIRdQUrCVQYbKPykDMAT27BdN9hoOGcedpCBm14DhyUWbrW5juoSNId44Oe/7Z0wmMDbbYJ4cBHSrEIlTn5OndpEYQbTC5hgGmh4i2jm8ODSo1IrFYsa5x4pBDetwcwMXppST6roYQ/fzhJgFV6gnjLaqxR6VBUoP0G1LI5FpAajCjHo2xUswArUsbvQFxHL1jgRPuwhXZ6gR4x6ciEko1t/qYud/2hCpgLDHWuKOXk72ckBhRi74+rELpkTGDGsEys/WDYBvO5s8hU97HBmhRMseHI3/lhd/COBjf849/8Mm7OQB333039913H7/2a7/Gz/zMz/zBNvokdZJ6MoaZJbzL+45P1D7/MONOgvp7j/8Z+GYcSLYdnwZ8tYh8FV4O/wYze9/tG5nZL4nIzwMP4Uv9PjN7T/nz9+Metz9/22sAvwR8lYi8FDf4vjP+gOPHfuyf86pXfSaZc1LcJ+20SFhjLDGZMiw8eRAZIa0JtkElI+ODkGfo+QjnM0gPQW6xas7xMz6XtPscrN7Dxg8jqaLqHyCMHyDKwkXvTw6RyYRYg46n5IOMTAYsdKAdygqxcyc56BI4f7yFLCOEpbPZw8IrmyaONQ0bCILpOaRTT2AZEBsgnUO3gnWE4QTyDMsJOzku8MEE58cQZ9g0I03n1p5xCU2NNWty9Jar9WtoL5NChmlA7ZQkA3kWSVqRJeFC7M48dqZ2TSBi+RSjJ1ggjA9DP5Dmz6RrGkI1Qa1Hxdt9lk7QzQrOb0KaQhph9SjMArQBmgGpIqHq/fg5JcqMPkRMIMtIEiMxElmRrQdxJyMkkiRhkgjSFbZ7KO3+FZBReow1I+GiBW0XbUYrpI9A1pbl9Ea5aa9BBrJt/ZLGcoP3dNPZ66vSbN+UNmZHNheIz8GdkGCJ4QjoLEZgU9q5itqpu0yVZD5LxyZO0fkl1oMgUyGFAWXNVrheCCTc2QgRZ1ObIpaApRsNhAayoLnHNBFycXbSTG4bMhOyClm92mz0mAq5tNaVjkRXmsZ1qaqNJYFZMxbUoVdHtzaoSqIoK6CF5R0ufvYUScsa8scKn8eOwKq0iTcoGzJjOY+rAg8YvcrOQJahsPA3SD4ijOeoXkbSIeQzsjXk2ZSxnmCTPfpqURyZBMZElc9RlCQ1g/TE7gy6TJ52jJdukOIulPUUuyV1t8LCQJqWlSPifwdMRm9152NyniPBq+GJDlijNiHnDTG7WUfIp6QQy4PLmiQOdMg2IvmMqj+kzoL2v0sgoKlBH/0dJCXCtKfbg1w3jp3WWAhzPeQad6uLxcBhiRSy5siaiqpUUzucBJhKRXWNW5Nuyhy3WJnzSIObHfgZtHKd+PVUkVhjUhFSAjsjjMdMlh9kNZ1AdYVNPSXLjFHSR53TSM0H77/JSz/rDVy+fJX77/8tDg4OntT7wxve8Abe9KY3cePGDd7xjk/KHGw7PuEY1D8N406C+gRDRL4CuGlmv1Jwo9vRABsz+/Mi8l8AP4i37G/f9s8BLwDuLi+9Q0T+spn932b2dtwz94nGm/Aq6n/z8eI7O3tqctjlcvmU7Pf3Gy958efzf/yr3+Urv/LTef4LLmFcQsdbyOhMWmfkK9X5IcNsH2Uk0sD4NHQ4Q7pdliuB1RSTq1hIrKYtsjxHuUnFh9FRIdTk4ZAhrF3kftVhnbLeuc4Y9mB+nZB3YJw6XqwPqOyBxOIuNHUMatrx9qFlaO4q4utXHKcaps6+TwLrCuMqyAZh13FxZxtnYo89DNfAdrCNYHrFIQEyheldcHmOTHYQPWaZdsHmWN9hzMh5FwaQ8w1p39nwAFn2QA/oNaC0yNoldkwPyGGHcRhKmiFe2WFr2/NcRM4I560TTbIQcyCszmGYILRIl124Pk0hzWB5FboKql3Ih46rnc3Js4EcFqRqSh9bTJQUgydxFAKNOiZUpWKzrsjaIcxwBcktYcSlwLf4O2NaEtFY2uWCs9SNTO3Y2txThDI9OcuFxV98532burQ+G0+xumPGpsGZ5hGsYUiKmsMgVNqSEC5BprhJQMuWLuLp8hpkTdIJWXo26dPYBGFlR8TzrZxTWyqUI4kKkwrVSMKJcSILlzzKq1I9G4BnIzKHvI/kI2DmxEG9m7zZ84RRzj0hD44tFGb0F/PoKqa53CIceDEtGNRYkh4uKtnbefT5LeQvlExFT0ZoyIx0y+08dtjFNpSKbUII5bNA8hR3UwKkJtsGzZE6HyPphGQOy8E2JJ0hsssY7mJMsTy8BUxchH+Vhc34bKphibfULyHNFUI1weSEYdgj5euYdFjuUH0WVq0QezZhmCC5K9fKHMTNBkymWJjQKxCFbhn9YcJa8ngG6RDJZ+R0BuMSYU0/fQFDnJGCPxjJOBKHW5hVDAaa5mhKxOM1LFvy/j4WrzOuN1gXSWGXLCNjDKhMCiY0+mOQBEwb3L2uItMwXEAIxosKrsMOZrjurJ9fKekopa0PUxJLApHNcgvLmJU01QmKXYrEvmeyvkXfVXT9lHEaEC6T1cib7FVmhnKulZ/9V7/Djet38yu/8quo6pN+L/uBH/gBXvSiF/E5n/M5vPa1r/2DGRbIU1FCfUKe0qf8uJOgPvH4IuArReTL8f7Sjoj8EPAR4CfKe/4l8JYn2PargHeb2TmAiLwN+EI+jvCtmf2ciLyxvPf3HYvF4uO95UkbT+W+n2j81E//HC94wQt47Tf9a37+F+4lS4PYDGXXdQ5tQGUKMTKpQa3I8uQG6W8hcRfWIwsbsaGG00N2Tt4F+8+AZoUsOlgsoL7iJB/OIR6Q92cM9SUSl2h5CNE9jDnkDXHsCMMam+1gcVt5mIEdIVmRIcBUoNrxBDobTOcg5iSi4dTb96PBZA0cwDA4CaqunPRSbWDWwPocm5jjOus9SA1cWyE716E/hk1iMWvI7Rm5ukoKCxhOCM2cNMmF+V3RN5cZw1UqPUNzTRx7sjSYPg0LFRVHqDVIhjCsva1H5ViVvCTkGqFHslGlBq3O0NWIpABp6cx97bylPzaOrw2XnRBFhkkgz89I9RXGOCOESK5m7rqkk6JrKqXq05X2acVksXUyCqXy1pTqXVsqnQ1ugzqUytKAJ64t2To0jwRryblHpSdb4UJbKu9dOFlLpCQoa5QJcci0m99lOX0eOWzVA3rIgcACSWtPpqUFtomjlrUwIRPJ4hJO6LRUvxyvaZqZLEYqdsnjIUIkMCHRexU1GCJTskRM1iVJTGA1kqZkjgvedUaSNWo7YDVoQ+QYqMs85gsIhLd3J+TCoFcar8ohGOelgppL9bnCEbkDgWkhx2xjTPhX5khgisvTL3EJohEFpoumnEOXphpZFlhBLLCLDmfvTz1ZJBRs7gNEq6iXS2T5Xsb5XfSzZ/qDl67Ieo1QTankBGFSbvm9x2UdId2gyor2jxFyQtKSIBXYhDGc0zc1ZhlEEOaMJNQmRKuwfIwU+SjTKU7maiDuUWlfGPoN0/kp1Sje8mYkpkC9PqE+v8mwELrJhr6ZMYo/8sS+QxvHc+p4gmKEsSIOZ4y7e9iiJYe5m1fomixK0ppUO4QilTUutAyCwxAIZb4fd/rK9OXBocbKGoaGdBsEw21Kx7KtV7glR6qho5qChGnBqIbHYRv9Pk17gqZ98nSPrBtfH2EkAaITUoFGCRM+5wvu5gMfuJ9uWHL18l1P9u2BV77ylXzv934v999/P5/3eZ/HarX6+Bt9imBQ/zSMOwnqEwwzez3weoBSQX2tmf0tEfkOHFD8gzjx6b1PsPmHgFeJyP+AL/UX43CBP8j4duCfAB/4Yx3Ap9BQVZ73vOfxgff/EiYDYhnJp6Vy6b7PZgFtAtgSTSdoL0h3iNSFBZ1GWK+AU2+TH59COIfpGewJuZmQquxaoSYIA12ckENzIVOTGF082zJZDZvVWIVLLhUtKU0dpgNWByRmCD2Sa8wGTDcuGzSeI90ZzHqvlLIsGqhLGJZQn0Fr/lp9BrZE0gpC7zqjy3N4bA3xBNbHLk01T0g6RVeGtEauNw5ZsyVJA301J4mAjt7K08hQt4WRPF60+EQUC5EwDl7Nokdsiebj0mreQhoiRMPiOTJOYDiDzRoA04lDJIalH1NYIgoMZ8jxTXSvdnvJ0GI5EnLvzHxWmNbFWGHjxCpKm5sWI+IWs1sWfi5VugFn6/cEeijMfc1rQlqDPYYwEBgw6wkp4cSpJVkGVFaM1mHSEMxZ7FmMHCq6ydRbp8OAhTnYmhTqEs/WA2jAmdVOjMmMvoxCRRIwqcs7u1Ll9QQ605E0k6OATTELmFReoRRQHcvx9RfHhxgataAdR4Qe6EiSUXEcos9RC2xKkihlHt2VySEOfUnujEwuyX1/EZcWq1D/uS8xJKTU15yNn0u1ubvY3pMkxeEPfUmQK4+xpO9b2IU/WHQer6WSEJ4ho8HYI48+Sq4PGPdaLGeSJkR8n/ki6dp+1oBJxxArEhOiCvXGzTWyRMRcLN9scLM1vHqe1TAr8m9SI+b1ZbdPNXJoERldLznPIFcwnhXXsba42XWMdSQt9sntOWIrQlKSbNAgEDJ57FDbAEuyZccG77agRpa+GFWMPn+aycHhEkpf5lHLAxtlHp0QlejL693Fz5noiWcBXjy+vZvV+kPQUOauJ5oRxluY1f7wRI9drC1liC1pcp3IDpmBJIkgTpnza64r51EIdHzuFzyNq9d3+Iavfw3//K0/9id9O/gPxhvf+Ebe+MY3ftRr8pRUSD/ueMqsTkXkGvDfA3eZ2ZeJyKcDf9HMfuATGccTjTsJ6h9ufAfwwyLyD4Bz4GvgQhrqa83sa4Afx5PY38C/637mD7rgzOz/EpFHn5TI/4yOd77znbztbW/jNa/5bLINSHb3GrG1PwinFUpCuw3EHhmWSKfIcumyMfUIcQRdQ72GceWvt+fQbMC2LeIBC+o3oVCRIv5lL1URuRfUVp4s0pObOUgim4CB2grOjmAzwN4uaA/j2hMoNUx6T1aq3h9rYu/JcucySNgGYgeNJx0MHejG489eraNaQzv6duPS/2cHRkPyCumFrBWqZ57AaELzOZkZ6+lOaQ1vK4f2UT9nRmDw9EIjMWUkrwnpGOzEK3G2wWQk5xEXKS9C4wxQrWCMsF5Dt/b4o7e3yUA4R9Ixmiv0ytxzAlXUnAxiLJFcAyOmKyweeHs7j0WxYcR08Oqf1CUZShcPB956HktLNHmVTjKYlSS24EYlI2lJ1q5sN5I1kjWACVV/BDIlx31yuwO2dqY1K5ICNpAlkWSCSEvInqT6PiOjVJhWiHIRi8eYS1I3kMXctrXgQ+2i/RcLVjQjDOXnbULtWFOjLxUrKRXQItHEVopoLMdr5fUBZ5NvZZ5coutxxUqPjbIvK2vC2CZNj68ZTz6lzL3ddlyJreCvwxq6EiNlu3RbjFr20TsG2BwgYLElhbsZK0XritAoqd1nlECONVlcN/WjY7QSY1fi8IQxhZoxKCozjOCVZ4vEdEjKPZJX5CgkjVioMWnJaSTk0aELNmA2QF5jQZF8irAiJCPkI4wZhpIFUpyjscFaqPv7ScFFp0wyuSTEGlpyMtcF3qpEVQ1mK0xcX9TEz3rWilHTRZLoyX8s50PKPALFyenxczTiKgtVOb/+kODnQcvjgZ/97TrwtV+zqa9Qh3O/ji+uo6Jdax0mkAgegyhZfJ9u2tAXpQe5SG6/+Es/g3f93L/5E/j2f5LGU9PifyoxqP8r3g3+1vL7e4EfAe4kqJ/sw8zeiUtEYWbHOLP/Y9/zbynJamHFvfoP8fkv+ZjfP++PHOyn0Hj729/Of/eG1/Puf/Pv+M//6qfzbW94KbBTNBMPcDJSQ5MgpB42e8ADwA7EXVh0OKN+DjsVzJZI3IHjfXda2tmD9h6oPoJwFbEJwjmil+l1imnjQvZWg0WCnaBjjeoCTDB9OsYRyAq1fWR4CKorWNgnyRSJNWHZo0OLLS65hJRex8KA5B0yeyAd2l0GncJu61ADmcNYeXW13oG4A/UHIFxxtv/yDLjbP2/vOuSrMIEsE6Q+geqq4y/TY9BdZmwFizPUrpYb+qy0oCEWVxqhpWIXF9fa8eRcamQwVNdIvgpMQScYM0aZICzQ6hTJLcgNOHuvu2TlFvQM5s9y0XO7BMGgmcPsBUh7RqSmTUKyE0yfTZINQka5QmZNnRUZeoahpxmlJMi7aGjIGrylLWcgbalmLr3tTuOs74JlRWsySt66INkhMQn1+fvoG4PqBllaIglycSayS0h+BMktSedu5iCXMTZEWyEcMEhA4sJbsCqI1SQywi4SPPEN7AMnwLbiuiIwR2hQUYKAt1IPME7w6uYM5bC02xtcVWIfByVMoVTPKi5hONYyUpE5R9jFW/KpSAX1KDOk4AkjuzjFaVIa+GORHjp1rCQtsCayKPtu2JojKC6f5ceyjbHBaIGeij0cVrCV/o/UXCZzBrREajJnuITXSGD0dcaIMi/JcoWIo2KJC/LuZ/lDhVxDwhJnw09LjPMSo3vaO0Ril8RROd45OV5244Tk5gIhV1SpJ1pHClPMKirZZ5Qek7bI0p/6tZzXVJtjlIbVtCUUZQM1nwvDXHu5OiBJJtiMqvsgOVzHwlVMB2f2i6sTSPCHOg3PwHgAfyA8AHsIZEaWHYxjVPZIOneSJx0Oq7hKkp6suwVAclIcn0aUSTnXCXe0cn3Win0cqjGhQnEozB7O7BegLV2FmX+PhIpYjDIilxxCQkBZkNUQm+Kwjkxgz79DtC1V1pqqOEzBhF9914P8xA//Mi//iq94Eu4KfwLjU0hm6rZx2cx+VEReD2Bmo4ikpzoouJOg3hl/ikbOmVf/vb/LW9/6I6zXHf/RZ+zzs//iy/iiF1+hkwGsJ+bHGLUloUQRWJ44IWeIcLaEcAZNBeMR7O5D2FbwDOLgFcg2wbyGKOQQMfUv82wdqFdGzBKaVlTDLcbQoukIuFyqCN46C3mA/BgqAUlnWBrJO62L0bOA9giamiynXomVjEjEzg+R+R5WJfK8RiQjwWBMkDtn8LCGGFx8P4lXZKXy2JO5pFSlMBqpMpDoONahh/4YkwH6c/rp09lULaJe4fAqm+NCvQWbUCaF2d1AYbRnelS8TR00kqUiEzCNhASWRkw6crVAce42/dKT6+zM4bRf0V96Fs3ND6DLVcHtnbsCAedoNnJw5QO7aCUXz3cbHbaQzryaFHYwW6KpyCSJVzKRCdgGNcM0FCb2FkupuLajITZC6skW2EyukcMxqKHWudEAAzD1/dqGmE4JduYVZjWG2JBkiegcMcOs8kq2iJsLYAQRh0pcOCxRMIDTEo+/UlY7VtqyCU9olJGxtE63ZBcrYkCUc7atpPlxeYUyl8auv2so1bOBrfMPF5XOoZz3vlRVH2/1Klvhd+fsb8XgKZhEb+dWt8U43BZjQEpF20cqsfjcbwXmI1uh/8Hb8taj1qHZMM0lZhd/T9aRdYKE/DEx+hrWj5rHDis45GARTUswhzGEFIFDYILZiOZThnCVpAFJSzQvURTyeZmPAZPAWM0QqxA6RqkxnZFDzRjmZB0RmWFyjuSOOGaSzkgKQSKZjcMxSrUzi0K1reQGT65NMGnxBkzw92hb5iGV6uQAgFmPWMZkC61It83J41XPxyut20p6Ludn2y3x+YtlW7vYxxYA4OdgW3WFsShtuHJtNmf5+/XlnydlfYy556Wf8Q/5nd9+kP/0S1/Gv/iJf/nHuRU8yeNTLkNdisglClNLRL4Qf3p+ysedBPXO+FMxHn74Yb7w8z+bR24+xutf9Xy++W/u0F7NMJ8xjI9AUHKck8MMsyInlRvoz9xsZw0cHkMjMD+DfAyhATPHoLa9t8gXjSdyek6OmRQFC0pSI8lukX1KhPEWSEMYzkmyh5EQGTBLxOEWqZpj6ZiqfxSJFUiHTEc0H/oNIGfEVq5jmE6Q9ZK8UzPECJcvEU1Q67Gm8jb5OCCyBk1QtTA3qJdFXqqD9bkr7y7w1rU6BMCSJ4ODTNAQkdQRhhVpp2a990yG2h2ojGWRn0kFC5gv2qRCVyoyRiaQbY3mAUNcmkpiuSk5s3uo5pgImiIaOscGz7wlKgK2WkI+o9u7zvr6XfTXdmhvPkg4PCT2K4Rjt5fUXNqcrj0KK2BNtp5g7uqj6cjj1APEzolpjegVQn6YUVo0jMT+t8jS0DfPIgWHCTxu6zmQ2RDGJdFuAhVj5SQfYeNf2bbERBw6whrLaww/L5pOqY4eoxrWrK8dkGYzhES2GSJSWqXbFnnPtj3urjwbti3oXCSbXHWguvj98RjXbNvnXk12jOFWfH0rhaXlHFhx/MkFp5pY48jA/mJ/3t53BGIqrV0tmF0/781tMW5K8ud6CVwksENp3/o8+utdSW5uj9GT2FRIWP6+EWNdoA4D6aPmY+O4zHzqEebeq9UkRtln1AqRsbSQu9ti7Mo3hpUHEI9ZyvGSBzS7C1gmFKmmlV8zDOj4GJENyEim8Yc7Ap6IbzBWYD318v2k8CxS8zT6EBHNpABj9NRbS2tdJDOqkGVrttCVefL3OTFp48QsyaBKkkDMQhKHlbhmcYOIIKxJDL7GvOlf1uQ5WcUfzNiwxQ7nci5yWXuhvO7XU8/WbWr78LddN6nE6GtXLhJ/J1kN5S8ldlyFIUnP1sg2kQoMxYl4P/HPfpn7f+dhPvShD3H33VuBm0/S8SmXn/KNwE8DnyYi7wKuAH/tqQ3Jx50E9c74pB9vectbuPdrX809Nxoe+Lm/yEFz1W00j1cwW6Bhp9zaJ4gJwZbeirOELC5jTeWeGq5zBQAAIABJREFU85s9aBWmOzA8Aw5P4dozPWmt1xDvcqzn5gzqy+QgoEXGR3aJltDukKG6B2FD7NeYXCfYGcgCY07Mx8TVSFw/6k5KscXmC4hzyA8haUK1Mlj9LungWVjYQU4fRcaavKhQnXqyZ7te7UyHWP00JJxjwyEi1yGPWDU6Cx7I1Q3S5AClQcRZ2coeyE1S2meoFqQw0nMXOtnDdm4Q0zG53gV1X/tR5kQDw/GkJjXCCc5crgiF1S1UiMwgBJAKSVdLe/cyOQbXPtQDepYw2dAOG7IMhJ010jTI0CDTDKfC7HBNZb/J6af9ZU6f83mQzpke/yYxNpDPUBlIWZDghBeYElgw6jE5B8RmBHsMzVPC+kFyuoXmTN0/RK43yLhC4nWGpuJscQnTS6U9uoLiEuXC8lPc877FW+lTXOM0YGGfob4CGE1vkD6ChWv04SpJhDg+yni5Qden5KotLe4pIoMbRRCBM7QwwJW2tFoDwoTAgAvcB5wtvyjp24CyU6LY6lRq2T6iTBx6wFYyy+1JhQWwJjAnpvJAETwOl6ryhCEyIXNaWvc1yomvmQI5KICG8vNQYq0wzlAWxOEYSY8yNs8ly8fGOMFbwNsYKce/LOJTE38oYFbgChVO1trGaAgtojMygWCKwwWOEBpMZ4gKpS6NmwlogXDUGKdlf1bQlQu2KgVigqs9zNj6yqtcQm2Njgv0+BHCwrC4B9pRDwYB0nbdUyHSME6fRZaroE8jhCVO9poijCizi3kUyaQ4QXJAzM+5wy5Oy7WlOF57FyNCdQmhpqdGiteLm0FsZdN2EVZ4J2EfY02gAbbsfStz7xV3KXAMv5YDbjBy5rHR4mS6dDGPfp21DkHgzK8NKtxwYY4Ry5qNF+vQE9cpEcc1CztENmUtLEgMdEujaapP/uQUPuUSVDP7VRF5MfA8/Oh/28yGpzgs4E6Cemd8ko4Pf/hDfOu3vp6f/MmfYrlc8ff+9mfzPa/dhbWQcw+7c6gDQ1ORwh5ZVqiVtp515QYk5KCEqoa6d6yprYEA6+BtccBiJEcFCYiOyFSwGJG8hNUamy6J1MhwhoznZL2CyBm6OiW3U0RXmE6IeUW1uolsRuTsHJKQLxumayRPkL5Dhg0sMxyt0Naw3EFM5OkCEyMxAVYEEdgMiHYgYNm8Ihcq0IFMQOKElNeM1XWMGmS/uAqtCSzI1jNU+8Qwp4+ZQIUkr2B17T2MYY7kRFZwD+0p7pIFYl53UdGLlqAU0W9EXV5W3CEH27jFo7onuaIeM8YYFqidQ7uHsiLE1nG/euTY3c0ps4d/nc2Vz6VvYb336cQskG+54H/2ZA6cvS96GfIxWzqO2IbYJarlCtYfBBYQJmjXY7Ji2J+xnlxhDLt+38nuIh9V2RJ0FHEpqeytd0UwWZC2SaadEdMZkhToyOGAXO2TbEnWq0jTYot7MFZkmRB0QeawRC1eXSfgzehtW90rU3ZRsd62UWELr3AM5QpPtEL5HC3nwhM6//v04rrx6mmPUBNyR5YMJenz/W2JVVWp6G1HKjFsyVM120opZU1s4wVD05I43mKsn4/Jpvz9o4/LY6xwPOztOo+CV/AqXN6ou5ipxyuroztmBSHjOO9MdMkkga3tqiep2xj933wxj5DL+XVohbnmq7iiG9ZjoXbZs/QIct6iJxsiPdauGdUVIsQgaXlgYUSY0Vd75LCDYJiByPb4Rlwue/tzscmVqkBz3EHKymPKtnXu1d7VxRzI9gGpkNigxjgp59f/e/y4PNF22GAon1fwuuSLsyoX68MT12ooZMBQs9X6pbxzu70/OGxhA1qS+20F/XFilu8j4i5adrGKlQAs+cBvHzP/JJMo/D3HU8PyfypZ/H/nY156oYhgZv/bJzKOJxp3EtQ745NmjOPIP/ru7+DN3/N9fPD+j3D9+pyv/5obvP7rn818tkfuHiQfzMk6IdUzTCfkADCi+TGq5U1SPQM9IsgGyQHyqX8hN4O3wsfOnZWqY3dqWt3CmJGnvTtAhRHRDuMc8imyOkWaAVmewuHDDE+75M5QaU2eBGfS2ymacMa5rJBqgGZDXsw8Ad084mSm4QyORjgz6E6R7hGs2SFPC8bOjkECyIYsM3JrKD2SDl0dwE6AKWaZoQooPeiGUWdgvduRSiDJnCATcp4zpAnaLOhCR6QlDiNhHOi1xkJC1VMTkzUumd6XtmtfbjbFK57igrVtAYvjEy0KlgshRXosd7hkjzOEoxhjyDAaGs7d1SutYKeH9Snh0YeZrB6hPjokjQ/T3/hMNtc+h76aojJDcyamwRNLlaI8sAYTNHWE1UcI5wqbCKe3sGUHVYXUic3d19gsns4YK8LwEarxpjPta7eozLgskVBhOhCzV1czkVFqkA31cBPND6HWA7t0sSWHGaJGzhtEQHAVAW9NW0moXVrHb+LuLiREEutS1RvJpLL/x1vbUj4DOhx2sSpp1xpPvryw4S3qTamk9SS2RLKq7MPoozLSl4rkiMtc9YQifeUQgNuZ7iuE+rYYh4s50iIX5djSDV09p483QFcX+9OSmGa2Ll01mXWJ0R2qcklfXL9zK4h1jrKVxmrIF9aqzvjP+NJLJakV8kWMcoGp9Hnctqt9v769OyR1JVF0aSfL4tJoEmHsqDcPEPoFlk6xZJCOEN1gusOoC1/TuHrCGFrMhJCWEAyz7Hq9Ze49Kd3G6AYLCJgmcu4xcUsCM8PxR1vnrA1ykdhbmWtXWkiFdS/FWczhNONFWqnalzZ8xnG6WxmwWB6MNrjtaHEjQ8FWuATadh4p81gk4ehKG38r4eaKHLnASbYwD38gam9bj2vyBVxgxa//+/fx/f/LO/jae+99Uu4bf7JDnqoE9alk8f+F235ugf8E+FXgToJ6Z9wZq9WKr/4bf423/Z//mqoKfPGXPp+3/uRX87znPptq+B3qtGa0hlRNSaGFvEuOAddynDsu1AxpvJIhVjzSLYG16NhCmkNQqOcQL8FkAkMFzQGMtSd37GKSQIoPfZzBfoOk1hm3zQCyV5jpU9CM5pqwXiPZIF7GbAfsHHYOsGnryexakTT17fqZJ6FXB7h0F6Y1SWtM98m6S9IezYMzY+MupBViC8QM8gB5Fzm7hU6M8eBuzNwOEpmQ9TJZFyWROMDCnGHYIYYFKqd4614Z4z0QKk/MhVLLiaXl1+OuL46DFGsx8VaelFaiJ1QBpIjih+R/s0CwnmBK1opU3cWQW7Q/IsdEyhNQJ2RJ3yAcFDywEZaRcAL1+LvUseVk/1mkuiWHCaMIISkmE0R2MN0jmyJ2Rlx16OrAE9SzPRgasD2wc9puSX3+Pte2tJvk6tkkCzAKQ/A2vH8ft4S87ezNgBl1XpMkkHUHZUm2hNiCanyULB1J94AdHNs49eqRNF6FZ1qSpbrMmet6eit7WqpKbakcUuY0lt8rr2DT4G4/AS0apV4r9Oa7MGFLU/IWfV2qXA1iU2IewRok1uVzve0uDCWOprzeFGhDV1rlEW8DKzBBLohz9W0x1phWrvvL5LYYWwCUTYmxvaimwVYPeHu82320JTn1WHw//cXc+TxWeKvaxeUpjH1PiCdISbL8b4YUwwag/G2KEnEMceNpsW4wanJqqcdzdIzY4irD7gEWEzleZYyBVO1hehnSCWqHJHZAdqnSIe3pB+hmn4FMHKbgrfDbY5yVyqK7kSGZrAtkmxBqi6SKLQFvS56jGDkI5xhKkgVIh5mSbY5ROWxGZphYqcBP4Lbz42tiW2WelnXqLP5tjEO1C/z/7L15vC1ZVef5XXtHxBnv9N59LycSUmaEQqFRFKi2ylRETVNTy4ESC2fUVmls2qnLLlvKai2Lz6dUBgdaBQRRQS0sSxu0VUoEAVtEFEvmBHJ6+e545oi9V/+x1j73ZpooaCaPLt7mw+fdvPfEiRV773NixVq/YbKO0ebKP8sIgQVFG9eS1gIHmfs1VggLsu/n4GmxwUKsFvvqV/453/wVz+NznvzP+cmf+MmP+J5weXzshqp+x+n/FpEt4KWXKJy7jMsJ6uVxSccvvPgX+NZv+RYGw4rnvfibuemrH29i1t0K8pK22kXlIsgusIHoFOK2VwSKSPsUjRu0gyExHdNrA9JeANkkTDrDlTZXAcfGdJcM+RB6mxAz0gaCZjTvERUgG0EpjGEyhTAmDwbocIiEbbKaTmTVzgkd0PVhugfLHjAn7QiMdlGOySLIYAdZ7SHSQ/sRGVXo7i4qx+Rwtel3hppcbSHpVhemD0g+IFAjakxaA8Mdof0+eSykUBO1Ai56C7FDZQ6cpYsNhAirBpFEoEdmTqg2UB2TZUGkj5FvzOYyOcPc2smZSHH8qf3mWXQUZxieDbJj4ExaRxCpyGrVwixKFwJV7wraNCeFSJ0yQW+nqrfR6YwwqGHch0WE3lm0u5Pm8AKbkpmNd+n6DyezpK0sOe1IEHdJ2mc1mLLsP4re6t1mMxtrI5rsboFOkKoipg7p9sh137jM1TZdveHXXQOKpI6gjSXd9Mk0dGFlax0qEuctadSaZqnE9kOEPER7Y7KYbJNVIDsCQ4oXvfg8FkKUzaPx1qO7+Mia5LRYz2N5YDDHn3rd+q3oe1Wu5yAAW8PS3rbmbKJJgf7ir9F4DfPqapJmovas6i2WOpZzF9PV4NXOyBa6Xv8GE26vPEaLBzgV49Kvb4ZgjkhW9e15BXThGEmLsRDwKgYkjgn0iV5ZjgwoSgJ3jTGuY9S1CH+NOVP1MBmt0oxenIpRfL4XBN/rdl0jr+BWWNs6sdh4BG3/AaQQiWkfGNDW50nx2KrJ0iPlPhLOkiWxDDuEYeOuXuXKMuEuDmYVyso/R1OsDQ/Z5xRwqbWxawePSWECUhEZebXctBgyC4L0PPGvPansHEt8CAyIVGSmBDb9YaVABxaYTXE8FeMSpO+f9dZjnAHFenbh824PbtHnXhhikI3s+3Hm8+gx0lCIVULk3//Ar/NPP+szec3v/N69dMe4j4dwqSqoH09jBjzkUgcBlxPUy+MSjVtuuYXP/4LP4e1/8dd8zTP+Gc953lNoZBNJ+3RBIGSqbo82jpC8gCrQERHGBKnpENBERWVVRIVKE+gRpAmhO0S0Q/Zvt6rlTgXxEJYtSAf9C5agygpZbRD2boeNuQnxz+5ANscgK7TXohyaADUr++KWY8gzlDl0xybavX8B4pg0nqEbY4IcmWB1SESdgeyZJWmT0LgiB0ghGZFKjwAhpBrVI0TnxGVDnN+MaAPpALoMkyNgD9neoU4Lwqohxw2yTMnSp6tGxp4NSo7WirP23spbunOyDLxVmlCZkdXclSILTzJknUR03po0Z5rC0K5QbxFbYjHDfNRNtgbtiI6BhAUqDZ0IMCAEaENDL1cEmRHGHZoUaZZoo+SxQjYySHX8DsZLYbm9YFnvsKpNgF/VMJkx7yOpZbFxlti+l7BokTiHLqKbx+QGqJZIWNBJy3zwYLp6l1UcocFa+YGe252uTBOTOUW6J4UlQXrg4uIAIoll3VBpIEf1a28Jayb6gspb1EX1oDChCy5UPVkw7Ki1zUvSbxWujkxNcfQpyYQ4BeV0ApeZexK2OtWqTYhOqVbvZz64hpwmwIyg4mzyJZVbviaXZrL3Sndp1VqMc8wNqiXQeDISMQmnmo6lx2jXV5Kb7CYNJzFCMSvIzog3ZOQCXMJMHWJgcSw9qe1c0ugE11rm0ZIpAYcQqFepS7JqMVZ0fi2Rgs2NWLveWO3EyPH4WpBNiA2aEl0Y2HzLwuNa0oXWCYUGi8iSmI/P+zWVOcje5m59HqcAFMgMXg3OTCkoT6EyrHNUTwJXPveFOQ+mgDADJ6wZgS9hWNAKcyBbrmEAMPdo5vb9SPa2fLoLbMNinJ2K0eRObK2n9p1EEQQzs4OKYJ0VIDP1JDo7lMC0d4OfT8k86bMfxK+9/P/9x94uPrbjEyw/FZHf5AQkHoBPBn7l0kV0Mi4nqJfHx3x87/d9J//hx57PAz5phz/+ix/gukc8iCxHxBzoz29n0T9DjtusGquUJk0IWyYhRUfQbeDIXUvOIp0Q2Ee0Rtkg1ecIWiOrbai3TJR9ObT7g/ZhYxOYQxrajUl7kPowGUFqYNU3jdHBELRCqm1rk8nKW/zJzl0PoTKsXGgF2bgWqhmhO0DqEVU6JMcVQa5Aq/PAHK227eYcEqiS4zmSlvbkpiVeuSamAbIcmFWpDiEtYbWCehPSFqFbufxSQ6UXkVpp5Qw5DglSmOClmlT5zcwYukHUb0YDk33SztuRljwYWUqJazvKIbKW67HWtKxbwSuvcvUQTVahU2t3rr3sZUCqhEiDdIG2OaTRI3JIoPsYNnAHtEXDiBQfCOMrgUMqbZDVHlVaonUf7RYE9qiykrohw+XtaO9qVs0uoamI3RwGV5ILaat+EPOmR1dto2FAELV1oGcyWJpcz7JHICLaA2mouylaDVzTdom1jgdohFXvOoKcIYglK9auN4Fza4sHn6MehaWdCN5Ct6RDGPhcF2Z1R2ntW0JViEoFClD7+8/8ffsY7KLvazEHTQRtQBqON55E4Cx1XqG6ROQsovg+KCx7KBjj4EmjQQdMO7Mw+E9+3/nDS02xA7UWsgnyW2t5aLF47CVGe12xVo0+R62fI3qCPcBsNk132MwCSqW2wdrf4vNlSZCdo/N0eIDhcLPHGPznCiNNlsqlWb3azz1ytUvQCskVSIuooIxASowDr2R3vh4JU1MYoCTiutJb1n7hxxTMsB1z8lnSUzFG/zlgjPklsl7r5Tpeg4YUGEHrc9H3uXTJNZpT5+t87oce4wK73Tc4AvZUjKu7xGjrYOurfkzRQy0x2pwOKAS3stZhvZ9MVu1/+9Gv5Bdf9Hoe97jH8kd/9Mf0+/2P/EZxeXysxn849XMHvF9VP3ipgjk9Lieol8fHbLzlLW/hxhtv4M477+QHf/jz+fZnPhaVMbmbojJDpUfXXEeWJZI7bxd1EGpCaumt9tAIkloIHegxGnqG/3S8VKWZqFPHKybYHMCqZ85LqTZ9zTqYo9HhAWxsmf2otDCpYObaon2Q9gAJCv0FDAdkiQgLctwk6BFZIypbSL5IPncGZEBc7CFdgvkhDK2mlGNCwxkyt6KhTwojlANgbDqsWFKEmC5ldLwaYQjHe0awWsxhmaC/iWqLhqHdFPMBIURW1YZpqgbTMi24M6uC1F4NK215pQhtC5URRVQJ9FCxZKwcE9whprDGcUZ6eeAuMAAhIGnpycmOJUJhBKHHCfs8IFVNG69kwYB+OyeRSWEI4TySDoAeOY7IUoOMSGGHqpsR9Q50te9uVYaJRBpmg/uRwjk0blIvx2wevI2YF2hQEGVRb5EqEzgP6+ovRPpINkJLIEKeISEYhhmjOmleksPmqeTcYBISakuqEW9vmnC5egvVoBNLr4RVmOyTtT7F00Kb++jFGlNYyGtogHoruk/RE7X5W/nxxRTUHjysBW9N36ANobuD/vzd5LBg1R+BGNxCYkNwIk1pRZ+oAcw9uShrbdQsvGZ2EuPcEx+ry1mMxRY1YuYCVkm1KmGBhlRejcT2GUu/ruzHx1PzWCSVel5lLTXQqSfn2d8nrOcxurpAdEhE8CTLYrREMqyT3Y4TlylLu0QzkWhdhxj9u2flMeIx1h6jEYcsGT4VowZEV/ZZXscYPcZAXEMnasy1yR5srBsx9rUuqhUdBWoj6/dRj6HzlLbn1W07Kq//bqYJiYrTLf2iqoA/QAhFLTaemsdqPY92/b31XgiM1jFaYtz5vjzZjyffHbYem+Nt/vDtP8wXfsZz2NgYM94YMBptsrW5zROe8ASe//zn0zTNR3EX+RiMT7AWv6r+4aWO4cONywnq5XGfj9VqxdOe9lRe+cpf5/FPuB9v+NNns725gHSAMIM60Uqk4wiqTbLO/Iam5HwHVTLRevKtSK5Nf7MzNyVNx1S5gsXN6OD+hDRD8z6hG8FiCYe3QDgDKRuDP88gD0AWwD602/Z9XR9ZQjiYQtqHvA2zfcAcqnQQXUHng0i8P+QpooZVDat3kZor0bBAZR8JwPxWqIdInKHhDrp4zjzlRb2yOEerHZIENLXUWRGdEdKE0N1GSLuQ5jC70whe82NoD6HZg9AivRmhVyFhTg5CvXwnKQzRnE3jPgZM+Nwagh0HfqNeeBs0EpiinvhkOaA4RtnNu0W9RZiZO17QcHEmwm0MYdUl5ANPxqYY/m5GK0KWFZVXUq3FuEJkRCawaCCHbVM5ECMGZVF6yzkiE+b9HQg9w7RK30wX1FrMqnM0VMybMXW9slqgzOnCEo0LOilORYksKyOiMQfpU9QJAjVZlsR8SOwyvcn7kKWZp8jgSo7HV5CkQ7XnAvEQmdOxjzGzF47FFQJTcKazwSXGPo9FwH6KWYTOSUw8yUrrebSkKXk7vPZ0cElgQcvEa46BE4b8ksqrjsqECmdmi0Ko6aoFgzQBmZFI5DBCZe5J5QxrgVceYwEhTKkYocxIHHuME49x4THqqRiTr3VD69JCkSLz1HkiFj1m22/G4i/c+0OCV1VtHkE8AS2wgEiiY+GpJCRmVAxRhISR/oLXXsVVEtSvEf9ZfR47Z/jH9fW6KYVW/g6GETWx+RahoeXQHwLKWqtXH/u+luah1enKCJkZNB04kQ+bR6lPxTgjelyG57UEsuBmO1awdtda+lFF0cA+j2UeLeHse4xWtbX9l+4So0k9qcM5Oj9+SnAsqa11RWCCAilPeOuf3Mzv/Mbb+JPX/xXvfedFds+e55ZbPsgDH3IlL/iVp/OAT9r2lT1RFyjFhLK/TmJc8ICHNPzZrT/Ib7/qHXzg/Re4/ZZjLtx2zC//8kt52cteyi++7GV86U1fdp/ce/5B4xMkPxWRY+6q/7b+E6CquvkxDulvjcsJ6uVxn45XvuoVfO3XfgNB4KWv/Ea+8CmbBMZIUkKekGIgs0mVjggsiDJAY8A0Nxs0bKDakHMgV+cJGkBropZ2X41oBCpQF/nODdINYBFg0kAYgASQyu1Bt63K0U5BRy7HOILmDDCwRLYdQl9MRir0kDwkhCVKD9UByhBCQLoa4gYadlDZJNe7ULXI+ZFVR1JA1P3WpU8Om6S4iaoJhGcqiCZqXaVDgxSkPsyHhpfNI1CvtOYVsGmt9Jm16EMdkXoFqSW3U5p0kaSw3LwGQg3rllvjiVVhbYNVUUo11ITOxRnTRRLJoAdFsL20GFcUpyHWVZkGlYiVuHeQkIEDq3R6jQcCIgOCtoQcyGGMilVhMlsoK1SSKSiETTRGoHEoQJHc2bTkIJxH4w4iBwgNZBN5nw8eTap26KqK0O1BOINhZBNGLjGMpDAg5NYr2AOyjKkKq17GFAF70R5hbSFp7Hebx4FXL9OpObKq2ck8FrH1BYY/rTyp6nlS4LhdinOVzbfx9Guf8+yJRWMVUlZe+bPXWUu28SQmmR5ttc1050mGX9YpQrDPwBruccLMlrXSQM0JM7vx5LHB2rzJY0xeEbXE0KrEA1/ZhLg0lKxtVAuLP633oM1Pn7CuoFo1tsAFTmK0eEuMeEzGKu+d2o+N1/BaT8ryqT1c7Fl7p87R95/NerUYA6g4pEEKxcditIp1OaZDKZ+pyvdID9GJkSvVHiOiZjTX5GAqF7ZWBT9c5rH26zJptwINsVZ6zx98zJlJvNqJxxvWcIEiwu8tH/AYK1/Tmc9vz/dWBeu5adDc401//Fe85j/9JW95/ft519/cwsHeBBE4e3aXhz38oXzd197E1VdfzXK14ud/7kU86SHP4b2zHyc2je/hhWc4ZW279R4+ibFPr4Evfepn+Z7pICu9+SE33fQSnvGMb/r4SlAvTYb6MddBVdWPe2Haywnq5XGfjL29Pb7ghs/lTW/8M77sqZ/GC37m6TRhj5CPrdCTE73D95Gqq5CtLRd4j9aKzRFCRKnsCzhERBXRSOwOCd2AXJusStSAhh7a37LkQwKViD8XRgh9Q9VoD8IEpOdJVABqaBW6YH72EkGTvbYOLj81BRkg80QYtHTVEEu03JowK7KsCBUkCSZLlPdQGYAnD7naAjE5I5NmCmio/CYklohLJmhFzAskN56QYizfJoBWoI5NWx7BPMByCdvRSF/RbnCp2ih64JTWsLXwLFEsSb1h2IzFfNK+L4xpq19FGo/Q5wr8hltumgJSoXGIyQO1di3rVneDoQCtXWjvHQg5UXcLYj4ghRkqFSmeQdliOTyDyqbNrbOYNTQoAyQ5EUfsJh1yS9CIiK1njmdYDACGKEu0OYe5+ZT2o11/8Dhw+axcbTDf/GTC+CLQc5WIOUGii8IbctLmolnPkSVI6dS8udKC/3eBNZyoIARPbhXDjXaeqOB/L1/Hsl478SpbmXdru9brdQt+vPpV2dGNuaAxtKqedF6ljuskEdfEPGHy1wSKmulJTLJOpuJ6nxTqTFj/3lq7BbKgXlFjvcNrj704HanvwXKt1Xoeyxzh57cKptwtRn8wxZDShhOtKU1//Bg7X1GlaMCr2plijVA7zjSujz/5vJSWfmGkV5S2O6fmUYhEhd7sVlbt1R6vz4/WIOrfY60/KJXPW1kta6vbdRWIRYGLtB6D+P/uHqN6HGn9mSywHV3Po1IgIFDUBip+9SVv4Lu+8RdIKXN2d4dHPOJRfOszvoybbrqJxz72sYQQKOP4+JiNjQ2+53/9PkII/NWff4jHftpDfX+U74Lg81z7Wp3Mo6wfEO3BSmmR0Gc52uAFL/8GHnn+2bz1rW/lUz/1U/m4GJemgnopdVABEJHzsK5eoKo3X8JwgMsJ6uVxH4zf//3f5/Oe8mTOnd/gtW96Jo9+9DZ1uh0TLbeuQp324ehW4mYg6gZJ5yDnUA7IYl9lwgTVjKY7ULYIaZ/e5N3E+ZjpromES65AbyXoEgmJmKaEyb7JTKUNiBMIGZoG9o8hB5jdAYsPGEYy3QrLTWAK+d1ABYvJsDbrAAAgAElEQVQLLkfVQHcHjBXRJZLuJGw9lJxvNWhBOyccJmQ+IcYj6CvkfUQnaNxA8wTlkMwZNN/m1zVznGcicQfILl2oQRakVBHzFBYzK6rEW0y7tboDhgniHPQ9UA9gsmfx6Rlj/qc+ku9k0R9BuJosE5JX29RF4WFCZMexjq3fLKaYvNAGmX3U24CqJrSddc/wcToHiYRQoXlmVbxQ0XHkN8CpVxlbDF9bUZjWxdMdFOlWSPteMg0iRzTT90GrLM8IOe6wCgtC3HQWe2GVz8w0QRqS7mOTM0VyRrpMF1ti2CDF5OlOINGSUSraUzHOMCZ4i7KHVDU5tYQ8QaRvhgKYjmbmgByuBDnCvM+FwAQDDhx7Cm7M7CJhlJkS2SSx51VaS9aszX2RyKbPvWF3rY1r1dGOY+yRwrDC2WM08feJV09tHotLU4fBMjITny88RlMYiARTilhLU5lSQ1FfyE7MKioP5n61TRHHj46vzF7dtRiFuIaGnI7xGCPjDJ3xbfaZiX0/95S0Zu93frwx7rMzzwt+smPia7ggsfKWd+cx7hO92m7YzQHJWfJC724xRj/Xnu+jyakYF15pjCS8Cs+EvCaIHaMIyjGGCjYVDEv6ZiQ3F0i6JLb79I//kqlWJDlDJ1OC9EliKgmRvp/PJLmSO2sVWIJBIi4ijBwO0SMyomPuDwyVx9jzGA1HXHRS1a+5wEQqGgqcxKxGL3qLP3pdM/H93/EyvuzLb+RlL33lXZLRv2u8+c1vBuCRjznj3xnBP9fB98ehx3js3zctcOz74PgUvGJG9AeGrV2lbire+973fnwkqMInTIu/DBG5EXgucDVwB/AA4B3AIy9lXHA5Qb087uUxnU75nM/5HG78sk/lRS//WlRXiHakEKi6Djh0hr2wuOYxUJ2hCxvYF3afkFpC6Jmu57q11SczhGqX6Zkdqta9pbN9mWueETQTUkdI1qpjEKB31vCkMoY4gOEQKykNTdBdetAO0UUfjQOoB4j0YXIA/YGx/2d9iBXUDZIyoZ8IeYns7xF6A2gr2D6D5AkxgaYOyQFJSg49q75Kn6yGXwtZySGQpWdEoLhDln2SbNBWK6J8AKGD4RaEObJqzTCgEaum9sbAAD2b0HgN2h/ThgG53qUL58kSnUhkCo+yrviEdTIUaMmaqdQoWSrBdB7J3vKuEO1MvD7PCNSksEQZodmr2ShojUiporkN6qk2sKwrtxVoRVChahfert9AFOpFS9fVxNSCHpDrBkmRECuM4FKTJJPDEJGzqE4JqQYZulh88htK4zf82qs4PU9wm3WFxypLkUL+EemR4zZBK1QG5KwEqUgyJodICMVb3oAB9t5KkX2yNndt84O5P8layzR7xavQ0jhVASsWn0a2sn9LRdEq2XhF1Ygwc/97TfFAVz8mrF8n67m3h5JScTwdY2HQF9H/UhkslU9d/3eJQdYV3zKPwPo6DFlZiEKW5J0cawlgvf5/oYfh1ViTnDJNzxO5rVLRbEhOSCrVZauKZgps4qRaXZjp9V1iLGQji7Ehezz43Nj7ldga/1c88a6wpK/yGIvIUuPJl80NuUOrIZPdJ9FOt2li5sSkYOnnKsd1Hnt7an9EXzNTucjr9nx9KsbKY6vvFmPR2i17qVS4jZiIz0eRPBO/ltf93+9gOlnyop998UecnAL89m//NuPxgKoaeOxlXcrnr/LKf4GG4LGVan2p9pb5UKAmJ2U8Hn/Ecdzn4xOMJAU8B/gM4HdV9TEi8s+Bp17imIDLCerlcS+Pfr+HqvIFNz6GmAOoSTKFnBBpQEaojuh658j1FMKOtx+HVp3ISkhzshpzP4lZ/AQF9SQohxFNexFQkBEVx8RWjT0f+zAU0w2VMcQNa+G7JAtxBDoARpDGaBqYxFQ3hDiGpgf9MTQjUHO2oduEaY0c1MSgMDCiFqsA2zugHXQt2hsiywFy+yH0IW4puQnQDFA1QkxHRUwNVIpoQMXa14iQqjMsxtfRxC0CO4TZEXErwmADjQkNYzJjqMYoQorX0MUtctgHuYIkjpuTviWbFImdksQ4a18bqjSlyiuydGhsELGbfFBr2pEhpgWSV0QSIWW6JhG0OHZXoN6yFktEIwlz/S64xoJ1rIkE6q5FNGPOPj1S6LHauBbtlCzbgNK0c1KtBrMQxy4KaGW40Azkqm833mVA4pKCfzS2cmkfB4Jj7cI6WbGEzfaCYzGlT65HiLO2zfVnQLHdLOL3lpA1fqM3HKTd2ltYJ1+GTy0+6Set1lIlbCiMcpuf+d1iLIlTIDoelDVmtSRf0RPC05jMIiMW/PUYdhaTg/JyPCJCxH5vr15RErliryn0ia79Kk4GC56cFniCepLEOuEvf6s9ruouMVqyVprzrJMsobhTCaY3W/m1973qGtfnEU+ESrJs6gHFKcnE+23+Lfk7aac3vhr9dYyGkZz5zyd427V4vp/Dkq3lqTlq11XXSI+i1hCo0VAeCNST6IqKvldkC5yn56/pISTUE9SwfoAxTGmgdjxrgU+cilHuGmN5iMEfVvJauswgOtEhNzaPNh/P/aH/wqc85p8wGn50EMRv+7Zv44d+6Ie4rv8srnvgeT7zsx7JV3/Tp/Epj33gOo6TebQHM/F9XMwVTtzI7KHo4m1zui7xsIc97KOK5b4bl8zq9FKOVlUvikgQkaCqvy8iP3qpg4LLCerlcS+PGCu+6Zu+nmf8q5/jbW9+Es/5kSdiwPkxWSbAAuKQZQAQ867XCtFDc3xiiHR7BI4Q2SHqHioRCULobkMkE/QC6Az0mICCdGjcB90gdAEmt7j9aQuzC0aEat8PywnaHZvD0mwG6RiGV5nGaLoAKrA4MGH8MERnC5jP7T3GIxgcwupD0OzCaG6e3lUHy9uQyRS4HV1egNkE4QMw6iHNFOk+SKQDPaQOS3LcgnZirjQomQm53jVppNDQ9iqiZmIc0aU5xLGLhier+rmYOzF79RVU5uR6TCctyAGVtzGLdmNihmhCdYqkiwS1dmYXN0iyAI5RVVSPaFIipkwzeRuiNcsxJJmiWpHk0Ks3C4IOQVYkEhUbJG9jWrVpSWZBRU3SKZKmSGcyUtZ+zAQ2WTRD0nAD4g5JpyAVIonkzkzKPtaGnWEJWMCY8KY5aj7utbeQp16FO/AYOwreNq1hDEtv1Y5REom5t5NnfgyeZCzpSFTuDFUqoMn9yFmL2HcoBxhzeU7BoSb3tQ/umCSY2HryeJPDKU6wuS2JlsgG6jCCwBgTqy8xWitbvbFrCgFHVIwpLkkVFZ3OCCxIawmkFZkjRCs6DKph8U492RuQOfbfTXweg89j5xXjMo9LT6nMZ92kh6Yeo2CQAIMuxLvFmJiRfA07Nyqw/VCY8wbFsLbxMYVxbg84Q7LDIGC6brFnjrD2e9E1XWEuURuY0sCUwIjEse8BwSAMK4x9Lhh84Nj38AxzaKrpmICrABTP+cw+xRlMOcTa71N7GJFNkrfbT8MAzOkpk9ZapC3mNjZGaOn00K/v0K5RW/ue1Am9xQdI1bW0VSDrjBi2UFdnqKQYPCw8Ee1QWleaKJAOMOF9M3X4pRe9nre84V38+m/86kf93b67u8tkMuGXX/mLvOpVr+C1v/k2XvLTv8vnffGj+flXfQcS7LoqNslMMR3b2uEvRcHAYEAFVvGCH3stZ85uc//73/+jjuc+G59w+SkHIjIGXge8TETugLUv8SUdlxPUy+NeHz/90y/i0Y/+FL7927+Tc+crvvO7PpPS+sQJC1k6TKszU+UlIXWWwMqArJkgnQmP54to2EVYIXlGaS8GrY1spYeIbBoeMQeMwr6EcA5yNtJTdC2/5RCmU+jVwDa6uAXGNRoEbStERmiaQiuGWc0rUCcs1RHG26BT6K6EUEEwhjxVCxvnoNeQhxvEfg+Wlb1GMiEdgeyQ04oQVsR0SNRboa5oM+SqQ1RBEzk0Bg3QEUnuRwy3oLJFLgxrOYM54YzRsEHWFSq4bqixn+13RuSxG75JSUWtqbopxdIwSZ+sPWvH6cqqUGlCSJGqndLsv49u/EhUzOEopIRW1nJUKjREVPoohxSsXHH6wR2ZRKFu58R0uK5Emt+9YQRTHJPiFhL7nhhtcGKxGH2/RIrUTmTDryt6PS4hbPj7FhJX9L1mMegprcpCxBG/odvfjQCDI0vtdVbhVDYo+rF4IlkIYtbMtYTrJMYVkU0KQchQrR2BMacJMidEmJIS/+0YAz1PwJt1jIU0VaqlrBP3SKH+FHxxEaYqhBxrPYtHbcdajOIxbnp8cNJSt6TPapcNunZwsiqZxWjVSNsXpbJXSE99lAnl4aKoORTPd1nXD6v1frUYTpOC4noeI+P1308IW7K+PiMazU/No1VqLSG0tvRJlb31a+ytYxSKxmfZEw1F3/UE2lCt192S9UCWARqCxzjiREs2+DUGjzKs91ZZi0K4y7okZntMUEBUqdoDguw6JGhKTAM0WJHPqqkTZB1jsUYNnOxza63PZoc8/Yaf5Y//4L/xA//7v+aLb/yHseb7/T5Pf9o38vSnfSMAr3/967n++s/m4WefyWM//cGcOdfncL/j8OCIxWLFQx9+Px7/Wdfy5BsfzVVX2o4sacfFO+e8+Kf+iK966lf8g2K5PO618cUYZuZZwFcDW8APXdKIfFxOUC+Pe328/e1v53u++3t44LXbfMvX/BOEmhy2UAbk0BDzGZQ+GpR6dYhIIMUdqnRgrS2JiFaoQlwYCaEbjzxREGJO1t2nQjQStAcLl8kJAZotYBM6hbgJYcthh5Ux4psdu9nKFBZDZ/GP0bRlVpvzKdQ7oBGpK6gaGJ3xe2gNyz5UQ6CPTAKkHpw9Q5AtQlqAVLCKMBckYrADBkTtGxu/aghxQNYesVOG+YhOj1Ct0KC09TUIu0g+JGmNcIUlxjqgymPq5ZTFcBONZ43AIwmkjzAkiN2cjWhxIhsVGPgNTRBmRM1kVYIA2RLjmAIhqUEz6NFtPoDU3A/RERKya5i605Aoa/clBpxg4NK6PRvznLpbQDfjpMU+9oTEpXwko9JD6REZrmO1NrjBBXDcaPZWbfR2rrWKB95qjQQWFIksayhnOwcGryiYvoA5ARk2z7zSOyqKp49JJ+k62YretrdkxVrFYS1pZDJTQrGUPD33fayN2yeuW9alDVrcdpKtzTrGBkNnFimlYlF5Oka9S4wGHTApLNQgAUEjIddkyURtUWlM0YIlogNEaj9HacUPPEaTEburzFRnDy8YgQxn0J9AHUzZ1GLMXkEv0mQmPST0qJyUxXpP1pgeZ5nHZr1fxdc4emKpvi9sb1Qe44nkldJ3+ESRvyos+5XvRwi0HqN6ZVN8HoPPv8FU8vohpIfBFex9i32qrNdwgIQGyZtIMEz7SYz1qRgNAmLqBn3soaTnMYpDGoaEriXojCrXGJd/TmquAgb0uhmhvYBWA6SKxCCoRiT2PQXu+aNIgSEUuECfw4OWT3/wDyIE3vSmN/G4xz3uXvuuf+ITn8htt93Oc57zHF73utfxoffts7Gxwc7OAzi33fDWN/8V/+U33sJ3P+MVVFVk9/w2D3roOeom8qdvfC9XXXU1L/qZF99r8dwr4xOkxS8izwNerqp/fOrXH1eLcTlB/TBDDFj3FuBDqnqDiAjwb4Evx9KdF6rqT9zDcQn4C//Pm1X1Rv/9I4EXAX8DfJ2qZhH5BeBzgQeq6lJEdoG3qOp19+3V3Xfjt37rVXzJl3wFn/lpu/zeS/5HVs2ERdhEYiap3WxTWNnNQY/IklAVYj4CXSAcEtJtVm+QK5B2n3C8Z1/IPROBJ4+IaQn5CLMqXUJ3BNTuWb+Phh5osBa9OxQxO4AuQb4IS2fLhwO0baA7gOYA2iNzbYp7RoDQi0izg6z2jXA1CtCfQT4EktmhtkbwQdW0VdsphG1oF3DhEIY70E8WxzRZZfXMFJE9QmzQfEzdRbpwhpRWBGa0zQ5a9SFvEYnU7ZywuoNVf4dOhgarFdNPbatgST0rE6bHWtTWUiwVNGO1KxnJcyQfEfMQ8hJhD2GTILUdF0yKp9u8wkTuJdNVxUZyRWIFmkGW3vZcIQ4nKOLcmZaQZ5AS1qqfYNW0GTgrXVgS8jFdDiAD1PVGQRy7tyKufy5aonNM5Fw8OVuRmaFe5bLUt+9tYhM3tzriirA2LjDPcYM/tBSFAfOaryltarwFn1h6cubKBk4OKnGVGIvgus393Cuayc9R2PkriodRiTEzx1QdVkSHE1jFbwbreEv6P/WKavFOL9dgzHmhB7pCuim91tzXlsMN6hxpq200AkwRbUhh7jXc7Ndl82Pe9naNpDmix2RpTHxeVkSW6z0WmGPORkYIshjLPM792tr1frTVLW5I3XoexdUN1BNiq4IWQXvTl7UYZ574r/x14tXNlcdvCWpYP1QssfZ/8hjxR5RiBrLwtTEh++TtfNNh7XyNCwxg7gn13B9uZiRRUjSPe1j458FIUjjMxI5vfT8t/FO4IrBEVVCdk6mJ+Ziqvd1uyloh+Q5/sOjQPKGZvId2MKKNfXPa0xrNiRQrgy3RYeoNQz+PzdcPPOvlaBZuu+2O+8S1aXt7m+c+97l/52sWiwW/+7u/y2tf+xr+5M3/lcW05Utu+iJe8LwXfVRErft8fGKx+N8JPFdErgJ+GfglVX3rJY7pLuNygvrhxzMxqYXipvC1wLXAwz25PP9hjpur6j3pZXwXcCPwVcCTgd/x3yfg64EX3ktxX7Lxh3/wam688ct52lPvz/Nf+EUstCGLENIK8h1I7ANTkCHmB55J9Kh1heSLoGOCXkRyS0gK3AJ1A+NDQmyhOwTtkLBtCWl7DGxAut3a8tpCu4JFhKPbUc4jkxb6S6i3YNZaYtVLsLgD3d2FmJGJtxjnF61C2s0graA3RJbJyDqphdVFGF4DYd8E/wU0HkPcRNo9I2ClBF1rVdfFEUwmEM9AvhWy2t8Wc9iokXAHFVfRhiWkhZGV9NiquyHQhjlRNkEDdW6RNtONFA3ngAOKw1CnrVlZSvIbVMEkWg1SmaMaDH+alao7AmaIbKDpIrBPHex9NIxZi+PLJimq6YLqAVnMi1tpUQlESada0MmTy2BJRHasXTUgsEnOiZArsiowAbbIHKK5Q7RznFqkeM2Lp9PWVl2SWFExILm0jlWhOkzCZkJgy5MTqzNacmE114JTtY+aJex2TI9UHIW8+qeeHiYmREae/BZimGEIS5Ika1JY7YmJebDndYyWVCkVJrOzjTkHtVSMsOSzCC85jnENg4j+u+Kv3lAMFmye86kY5+uatDIznV+dIN0CaY8JuU/dtXSxg7xgPP8Ai2YX7Y38vTqKnFVkx8/QURGolzfTdB8ixwcw7W97xXCBikFYSns/O6u8YuTt+BLjlMjQ8bkWo81pQNdrXWxTC8515dXc6Xrmi27viURRJnstNZHIXnFf40HdO159Hk2Oq/WzjE4e1sj+mXE5s1PzaJCFYwo8Sf2M4g884njqEyseE8nPTCjWtqaCGunWD0QZxSx2lY4qdWieIzqhSS11d5uv9RbSHaMSIFbkfBvd4Byp8s+LBNB9VDZs32kf01xNqMNAEksqetzywQs89GGfdEktRfv9PjfccAM33HDDJYvhIx+fGBmqqv448OMi8gAsL/l5EekDvwS8QlX/5pIGyOUE9R6HiNwP+ELgh7HEEuBbgX+pqhlAVe/4KN+2AM4KyK2M/wg8S0R+9h8V9CUeN998M5/3ef+CL/qih/MTP3MDygY59MmhMUKTjKjVbP3QISHUoD0kNlSps1Zb2IZuTtAWmbTILMDOJoggeQyLiemY9oewWsJsCr1tyB3kJcQdYAEpoJ1AfZ72iki++jo0nEGPrzRcarML+TzpyuugN2D53iN6sxHN0czaoEcLGJ6BagDxwCAD1QjyMeSzsEggHdRDtN5AWEGbgU1LkjWCbkCVYNRB3IWlO0H1dkFaWHUQI8RtYpqT6wFBeyTZQYJJSUUSwbGly8FD0eGDCUmR0BguNJVW4sTaubFPxQCz2jTCzMqlX4IuQVdUClU2cwNzGjLileSR3WxF0bCJSocGUKkIjJGYiVTeEi3uQkMi3ak2piK6QLIL10sflQ2ggdCStUFSbU5SOiRrRkJwR6ieI0eVwBBLZKp1UiYMiYywFmtL8Vo31GjyY1oKa9zY3B2BIdE1IE9kyxacOAF1/nrTnjStyAEVI4InWxU19tFtKFqOgYHHGD1GS4UtGSvi8aW13HnLe0ixmzSoQuct6CGRxGm5HkONRk+E/fPhlUODSwyoGPt1B9uDuJRQgNRcxbw5Y0m1TsnNDilkQt4n1300DKm8nV5wq1b5szVFQWgIskGVK7IEYjZR+mZ1RFedIcXoUmp9Itlj7VubWyF2HRJ7EIaIJ2SGGI2YZH/2eax8LftkairHmiY6xKW7bC5WPo/22bCv0YGfOxIxGTlBWSzgPe+6yHvf+X7e/5470Vzz2V/wIB75yAdhkIvh+viqJJtZsGJe62ttDww295ZcGqEsUflDRkvy1TK1CrOgjT6PyfeuxWjS9SNMxdZMPPqr26jaDxBzS9QNQuu4d4BVQLOgMRB6DbnpmxyajEACWftUMkZl7gl4JpI8xkzFys6XhBiLMcDl8feOT4z8dD1U9f3AjwI/KiKPAX4O+DecuElcsnE5Qb3n8R+B7wZO63A8CPhKEbkJuAB8p6q+8x6O7YvIW7CyxI+o6m/4738c+C2srP5Tp15/M/BHwNcAH5HF2fHx8UdxKffemE6n9/j75XLJDTc8hc/4jEfwghd+FZPJFOih9QjVlpAEkRUhAToh6gVS7JuHu5xhlRskDwgyIOREaCvTuqz7MMuwXJgW6WoEx3fCsDWJp3kPNipIjRXHRED76EpImz3a3Yew2noo3fgKiCP03LXeXuyTuI7i8LO44mqmzZX0Dp1FvPokJO6ARNr+QxlMJjSTQziYEqcjiBmmh9B5daeqgaGRseZDS5xDgFUf2hHknv9bQxetxX+4Mn5L352w4oJuqHRBWNRbaFtIOKUOagaHUSvI5pQViCZxxRRo0KhkwV2YFM0def8Cea4smnNU7RRaJaxatDbmtM2ZWFIjkRwCqRIjfUhEQ0ckkyV4gtF529KQhneJMbWcaDxCSCuaxS2QE/PRGA0j0AplE2N/B5J0sFJErA5lt/FSie08MbC6U/T6kFHtOhbT6M1f80Qv4vHm2lOkoTLFZ6dUZbPXN2Vd8y3V2OJIZLU1a1ibsDn+7iCnjgmeHCc49V6ZokSaQIOpI4RwDzF2p2K09w4o82ki3WOM7akYM4UqZee2CqJoiT8YvlgrEicuU1lqZuyS2xYWK5/fyt9NiJq87bwiSktazkjLmmV/h1WbqdsjkirIBdrYp61rJLCebaFFtaXuOnrLPeb9LbTC4+1YTMtjhZ6K36qg0Ultyde6zGTwRK9gl0/mfnVqrY2K9KsvexMv/LHXsFp1iAhVHen1GlD4uZ94HU+6/pP5P3/yX1FktCDzKy99Ez//k69jMlnwvf/2S/j8L32UnyOt9wpeN71rjAUeYWtt+7E8ZGXflQvCKThC8D2MX8GiO0NveSdNt0/IEW2H9vCVAxxnmDfQKHmrJg9qNKzITJF2SqqvZDkY0EVztkNKjCt/d4t97/bETTdd/w++b3y47/3/bsd/BwmqiARM33QTgw1+WGypiNTAU7Aq6vXAHwL/x8cizr9vXE5Q7zZE5AbgDlX9UxH5Z6f+1AMWqvo4EflS7Cnjn97DW9xfVW8RkQcC/4+I/IWqvltV/wx4/Ic57b8DXo0lsH/v2Ni4dBa6dz93zpknPOFx3PKhm3ndaz6fenSBNmayLNC6T2gvgCypcg3pCNFD6nSAYR0bYnsbuT8iptsRvZUqjxG9GYkVhLOw/25YCvSmJgXVC7CaWRVzsQd6bKSkdBvIeTT2mTxwh3T148j1kBAXDEiYu0kHzDzVW3HirNTS38iEM1d6667BXH9WNDTkvEXbXUVc7tB//9uJzRgdtASZEC7OCRfeA7tDqOYWR8wGP5grtHvAkakC6O3ArkEcVu+FeB5W+1AfQH+Xrtcy6d+f3F8SwgRrG0+IbGP4uSWBMaozJE2JgKQjlEzd/g1dcwVdBVlaomyS8wSW+ww2N6h5F028k6qpqZd/haRA1lvpRmO0NrehFDdIYUlXCcKIVqZW/Q1TOo6o6CMckxybaTfolswxkTNIOgKOMYmfY2J3wCjdiXSHMH40Oe55FXBuiZacpwsLIBGp6DjEeM8VLVOMEnfoTfAFgT1veU8cIzig2dgn0gcmdBw78aes9dJv04bztLUurkVjDLM4XVfzLIk48iroEsOXbq3b05GajiOvAk7pmGNaAgfe2p0THAeamSL0qFoI7Ttoew+BaHADs5C1GJUlJ05JUyJnybQMNo49xhnmVgXFFewkRruWyM4ab3zXGCcknwPhCKhI/l4mPWQQgsAAc6XqEbs9g+PQQ2PH1vJdVBf+ktl1A3KvpgrvQ+P9yKJ0UWibESnueYwKqrbeIgwXR2i/R6ouEtn2GAPDDZsHe5CZkO8SY5FEUiI9iszUSYw1wjEdUyIVuDNdZs7Xf8kLee1vvo1nftc38yM//ON/q6X95V91I//5117LM579aTzsUVcAC771q36a//zKt/B13/gvefMb/5xfe8XruOnpD8LkkQxnbo5NK380OeTEGa04WZkaAkSajf11jIZzjX589v2BQxEM8qEodDvUKwjtgT3vriZUk1sIqwuGod++ljRYkgdHpObB0O0T9Q6WW+fR3hFVVSEy8Wqv7Q/WqhCJ97znfTzoIQ/6R903LuU952M/Pj4zVBH5OaDkJ4869funYAWwCLxIVX8EY+ZfA+wBH/ww7/e5mCD/FwJvAl4BfLOqftw8kVxOUP/2eCJwo4h8AabovSkiv4gt8qv8Nb8O/Pw9Hayqt/nKmpIAACAASURBVPi/7xGRPwAeA7z77zqhqr5LRN4K/P9Kb2M2m/HgB38SR4f7/Pkbv5RmsAFsWQ0sKCH3EO27uPtZRANBl2i8gqq9lWZ6EZaCjPvm2pSmoBuIbkFugC2YDyCfg96mt9UrGGxCpSA9YADVNqxa2p0HszxzFfMrzhH6V1oVj0MKczzSYizlTYywc+xt15XftDfBSRGRMeYM1Jl8TNOnazY4+OT7E8IZ4IiYFvQ2j4n9MTLcpNJAVbWwyOTlGIggPRPBlzP+3rsQajMoCNda9XLVQr1FaMfoxtVWSWYTE40/JDCkuCAFNsgygCoQ8hjpMqPjt0KXmJ19GKodKiCMCCEz721TVw2hfSdBzqNhQLudqKd7xMNMnCZWu0NyfwPlHHBIZIzSUOkS1U0S0VvQfUyTsvVYRqi3iIO3oq0GugOsyBXMzj4MswotczwmFwF5GXFSAx0QWPi19jCRHGM7R4qrT8RkphLCEFwf05If8TZqUS4oMW6eql71KU5LkS1fDyWyQaIjOJFMGHt7d36XVq3FuPRzDLxRba1aUw4Qr5ttEPLccLihJsgmMZxZz2PwebS2eiCwQcG5BmfFG6t+C3UZIUuEMuI6qMIGkRrDcVrL25LsAYGVr9PA56CoIVQOK9ig4IZNUN/Y8pENVEGYIIwgjOl696eqb2V04U66zS1SVZHjwOAbIfjDSDnfELoVojWqyqL/KVahTfZAESOeaBvUwRjyQzp/aMRF9C3GkceWPNY+gbk/OEZ/MCiuS5lf+r/eyGte/ee84Q1v4PGPv+c6wM/+1Et4yudfz2c/+t/xlU9/Eg948A6v/pU389rXvpbrr7+eJz/5yRwc3kxkaA+CdATf5x1zgmNMS8vfYuxjqK1iANDH9HYjRYgKx9naXtv0/VcgEYKEOW19BmSfoHNyHVEuUq8apHeMDO9H7imrJpKq+6PNNeQNQTmPxhVRyjwWkp7BV2zfD3nEo67l+7/3X/Pp/8MTedSjHnWPc3N5nBrh4zNBBX4BeB7wkvILJ3M/HyNbfxB4s4i8GngY8AZV/WkReSXwe/fwft8PvBx4tqru3cex/4PG5QT1bkNVvw/4PgCvoD5bVZ8mIj8CfDZWOf0sjI1/lyEiO8DsFCP/icC//whP/cN8hBXUj5fxfd/7P3F8dMDN7/hqxhs1SovmliBCZEFggOocce936BBdUi33IU+hrpBWkfkC4gxWcwitiejHjGoH+52RlHpAHci9ETrYIE5nUEeWo2vohteS2SFtP4R2tEvmkKKMaDcPZW/vkD/5r/+Nd/zFzdRxSG8Q6Q8y/f4W4+GYweaSz3ji4xiOT+g5uibVnLwboag4JlIcMN08h25uUeWGerVAhkNknmnet0d18QBWGVqFTUVWnZGopDYJrOT0Ck3QdoTlDLqlQQWkJG6FJpIoHuzirfUkEQk1y/4VSMrWno/mcW1IyYSK66DGHjllomRUanJ/AMsFIUFcHpJ6m3YT1byeM2GJ6JKU+xAM26d01MsLaJ6T+luogOH+hGLxyXq2bP6tnXq6IV2joUOc1HGivVksQvH4s793ae7q+vey/k328xYbTDuf+jWUf0/WMdl8ayaoGQ7kkFEpZKng76R3O18ZZgdrskgOOJDkzVtdvy62h4isaJurWQyusmq37yt8Hst1KHl9LWXoeg301FV2CCetf13v1JMdW/aKEZf01Ht1p2Isv0+nzu2xBUGzORwpynT0IPLVE3qrhmq+j4RDul6mlUgX+4QQzBY3mfwUeUaVDxFN5MoJPEwR2aDTueHO15+tuI77xCY33WW+7RrLlZz+PJT17Tg6WvDd3/KL/C/PftaHTU7B2OZvfMOf8uKXvJhnPeuZLJdLvuN//iauv/56AM6cOcMHbvnrU/vr7nPs6+/rLhQ6WJGgOvm+KTHaahUoRzle/IEZf1+DZ6gqsTuiykrbH5CvvIZ6eTvIgK5Xk6NBGVRNzqxAUPTU+p/EUKAHyit++3v55Cufwdd/w9N505/86Yedn8vjko5dhwaW8TOq+jOnX6CqrxOR6+523KcD71LV9wCIyCuw6ukHMAFjYP2EfZeh/x975x13WVWd/+/a+5zb3j4zTGMcqiBFqgUEURA1iiWKxCgDiKISgrHEHxGVEsUaFSERSyJqgg1REBDUiCaCotI7SK/T3n7rKXuv3x9733eGqAmOwIw6az7vZ9733nPvWWfvfe9Ze61nPY/qgY+D30+obQ5QH7t9lKCy8E5CG/IxACLyDOBYVT0G2An4vAQQoCFgUG99LG+uqreIyLXAXk+I90+APXufg/iXz3wFkyiqk3g1qEwhvkniHUIbU65FOjPI4JaoZhg3jikmML0C0lnQKkyPgxsHWwfjoLUy0DdphvZadJ+yFfnW2+PTZSAg6QhadMG38ZVF+OogZcy4CG3uv/8R/vEdZ3P7zY8wvmaGdivDeyWtpAwNDgDgnMM5j/eexYuX8MADD1CWJdVaysLFQ+yw0zL2fs7WPP8vtmH3vbbGmCKWWxMcs7GsZwkMnTm5KfC1BmVtGYKSji7BTE8ydM0PMJ0ukjdRmUZSgaJGoKW6F9I66DiYHOwW1Geuopz/9FjW7uLF46RJUEDKKaMCEXSDoAEZvWotdN+bAq8dVEJp3NHGSxVNPJoryjheGxialEmGjA6hmoPkeAsq03jJUG1GCqku4h/CMEZhcqAMmb3iQSrt+5mpLaavyuNohuPphvPgkagcFFClLYLqjlCawAIQYBehczogWnM8GXauI97FrGSXQE8VskI+ltwDZVSGMknggewQoAcN+vRGoekpI3BjtnC+h5CBrkFUUdqozoSAToOakorH00ZFgGYsMwfuTEdO6MKuE6AKijBMoGYK2GuYoUhTjBqUZoQSBHhD6EzPsDQofYtrf3kPv7p8FTddez933fEIqx6eZWx0Ac32JIsWj/LOk/+CF7/yqQTVowBv6OeWw3v1S/ltiEFPUJsK2egAaQhNVhJVtEI4FOi6+mXhMI5TGFNFxaN0Qr43yWjO24qur5B2K6RZG8MM4jo4luKZwfgS9ROo5CQopniYWu8RilqPLBXURKlQ7eJ0XgiwpK9E1aeo6vvYp4sKrAlujgIq0EcFhao6PpbVDQN8/lMXUm/U+fjHP/GYvreOOvIojjryqN94fP78+bRaHTyduKXK5qoCwceCIC5SxLXmCDCc7ty2ITAFBNhJ8FEISlYZQc61T5DWZ60IQXAhbYwVtJwm6a7GN7ahsIqrD4MYVNohbDdtnGQ4ajjTDs2Mc1RqBQGXW6cPa1Ecb33956lWUy666DG1OPx528ajmRpX1Q0hqN2SEIz27SEClPAM4J9F5LkEhag/StscoP4vpqr/BfxX/H2agNX4n8dcTQxWI+Ht03+P93/D//j71Rvs7Eaw17/+CI444ihuunOAZ+xRj3mBMUSzUCLUlNQ1kLKD9nLEV1AVpDcKPQOtDuSDUFRDRnV4a3A9sItB6vjBYbLddqS1ZFuoLSWoD/mAJay04k14DBdlCm+7cYK/f/OXuO6qu9hq663Yf/+D2X333dhnn2fzrGfu+ztpVprNJkNDQ0xMruX7l36fy37yY66/7gb+9fT/5p9OvghQhkcGWLbVfHbZfTn7PP+pvPCQXdhi4TAesx5OcTAWVEsYmkcxtAXNQUN9qovOjJPkS0lLRdoZsCxkK6vLoCghGQG7FCMF1aKHLzuU0sRVtoyd9BUCz2ISb3geMcOYSoVS66ET3wVN80RGcepIfANbJkgpsTRexcsC1CYY7UKyhJKcXqWO2GU42ljtYX1Kn9cy5HvmYWgS8IqD9AZ2odvYESTISQbeRRspiCyKiTdoJSgo1emT3ntGgBlSNxAaa6QBYlFJIuawGcvXoes74G+7BDnVeZR0sAzNvadhmMCjOYSJmcNQ1l+njlToFEn0q+JTRDM8nkQNXjxeDSYZRoo1GLU40yBPEhIZJsgDDMWMWEpCFcfsnI8hYBoh8HyWJMwP5WAzhsyNQeA/DdABx603ruLD7zmHn152PUXhGB4eZMmSpWy//R684qW7sO0223HzLbdyzTVX86ZXf4HPffMYXvGa58Su8aDzDg0gI2EQjZuAkH0MOvXrfAwBtWUegdPVkTBKSY+EIQJVkkQfeyDDsWHNIoxgaKGSoHaM3kCDsrqEStHG2RGMqQTqMW0gzJKUYM0gahfjkipJt0tpKgEjKwnGjGCpoZqQMIqTWYQBbOR1tcybCwoDbCMnYTCuGxMBEl1giHUaXKOc/7XrOPAF+66Xid8wW7hwId1OgWGIAIdoxGrMQIRT9KKPOUJBwhglBYYB+kpa674LhrHInI/hu6uLYYQy4rSJYgiIxRlF7DCZSXCVHTE6gOoaHAZ0EBgHOx9HBSRBkxSVSty0TEYfgrRrwjwcOUJJwgg3XHM/8+fNp14b/IPG58/D5I+NqP+3Oauq2gHe9GQ783jb5gB1s22wjY+PY63l+htXsfeeWwEZ1pVAiZE8UhgpUg3Bk+QeOoHYG1+Brgt4H2+hnYQvhiQBI/h6g+6SnekObAmmICgD9eUDA0qUmEP51U/v4j3HfY1f3/owu+z6NC6//Ar222+/3/t65s/bgsMPP4LDDz/iUY/ffPPNXHzxxfzsysu5+mc3ctG3ruJdb8xI04Qtn7KA1x+zH3934gvoyx/2M1yCIR9bhh8bo6RDUjapzkxRvfduKhO9wAIgFmpVqFehmmJsl2oxQW4GKKuNMDwqIOFW15dZtHOFXmLG1OJtFYkSigaDqCfRDqknlLVNNXTRSyOiMlO8CThJxKImjUXyGuoqJF5QUYxJQgasPweShq7h/nn61yyArSI+QTWNgVScL+8x6lALRpXEd4IKmHTxpoE3VVQCYnLdOPY5MA1GJTA8iCAmPCdzZU4b/wp+6twz4Z/1PuCgfYZ1bZAcMSnGCz5JUakhPicpI1+q1rHWrBtHYvMPoXhrxYDaOCYuPm7mvFk3JhIzr2bOt/937Ln8xxf+m+2fug2nn34Gxx577G8QlTebTY6JTSmHHXYY7zv+m7zyNc+l3/ce5qEvYynr5mW9sbP0pS6FPgBC564nHCH0aZDmRipmu5M5MEa/+ccgeDH4dJBuOhbHPAujYypILN2LD9AFXxkEsRg/G4jmEVQs4mUO4mfUgpi5OQtZ9P44rr+21hXIk7j+/dyVKLVahVtuvhPv/R9E+r548WJ63Twm0fpys325Uhs/0/0RM+utf5l7LKzC/mel7/W676uAWrZz8wGCEYkVBYOKoKYGTvBSDWvd1QLThyT4ZARvBKRYb5z6c70+OMLOrYWf3/ERDt7zVEZHR1m65SKe/7wXcMABB7Dffvux0047bVpE+X++NiIiXwAuUtXfJ9X9EIGfvW/LgEceV882om0OUDfbBtuiRYvw3rPnbhb8GsCgRjDlWlDB+gqSTQMO8U1oldBeE4JQVdC14BO0bMH0RJArTUt62y+hveWu+Pq82OUdwP9uThXG4Mi49LvX8I/vvIgH7xvnWfvsyY03fZ9dd3n8mwB23XXX2FzwnrnH+sooZ3/5C3zs5Au4/uo7+fK33xFLkj0EiyPD00VI8PTIE6Wcv5BsYIihe9ZSmXgkiBfYWQJvlMGWM0CKrdRJ8pJSe1BZiI+0RCY2/4Su9ASHjWVfRShjqdeAQGkzCiOUlHjj8XY0NMKQ4CVk2lBPYTKszMYSe1TFsYYs6KCSSJugYJQQyJ/aBAZQi4tl9ZDhLXHkGFMBCtQHmc3QsBSVpLSNKVchPo0k6xmaDCK+izcGb0qMtONcd8LYaYH6Fh6Pao53ipgcqFLQRWLDTSDf7/vYAcrAYaqziOuBDFIkIRiyfhZVhy2mYoOQoLoWzwhlMp9Seoi2MAqmWIPxAVPtTEJpFLGWUvoqUFWUMnafJ+vNVY6QUMRs1sF7fog7bn2Er3/jHF77V69/TGvv2L85lvPP/w6eJkoNzyzQoK8qpTFD21e7MhSRxqhDQhoZF1q4GGC5CFNZ52OQBQ2MAEX8vT0X9ju69JugHKHMbKlAWYLOBOowyXGSI0ZJyhmS4h6gDmYY6x4maT1EUd2ScnABogPgqniT4qVHQkIg1WpRxIBt3TgGBoYQBPZ9zON1dZAIafjq99/Mvtt/gOHhIf7zP3/Evvvuu0Gf8yVLllDkJUGwoIxI1C4JlehjhzIGmiFLGuRtNSphQYOSbvSxEtdgoM0P3wU9lDRen2ed6lhGv7asJsxeKZXwudIUUsVJJTQ/mh5BXCLIzwZCq/5ce5Q2joSAku4AhtEFhqsePInrr3qAr33+Kq74yQ85/4Jv0e3kqEK1VmWbbZ7CW9/6Ft7x9v+3QWP3J2UbJ4M6o6pv2YDXXQU8VUS2AR4mUEU9ti+XPwLbHKButg22c8/9Ju9977s44PnfYuutRnjfu3dkxeHPRsxCTLESUy6Edgl2LaRPgWQCkmFwdSh7YLcEb5Gkjo4uCCXvseV0ttwLNzAfoc5NV9/AbTetptNyzM7Ocueta7ntppU8eN8aOu0eB7/wIH76X19gq+XbPqnXvr4yyre/ew5/9eoj0ZjdCV3Zln43OggJI3imMAzgayN0Fu9EUlawKiC1IDKgVYRhQrA6glYGcTZFZCjiMmfo01+ZqFUeApSRmEOrYhkmNPuMBAylSfFJCGzEBBL6IDM7iI/d8YYOiCFlBBfLhZCATGAYjZmglNCxHEqfRG37lBECpdIQoRFunY+YGmgD9R5hPlabJFqGOSdHmI/g8U5RU8G4WRzDqA1qPWEcBZEqyABo8LFkEvE1ROtYOoSSviVAEKrRxzpouEEbRnEm0PpYzbHlQ4hZjBcPWsP62FgiW+BNA8wgiWZ4UQwD2KhsZXWAtHMnzo5Q1ucjSYWgfiRILK1DYAjwjMdxrGAZ5zMfvYJbbniA+x+4n6csW/6Y19lzD9gH5zy9jlBvQIAbKIaEhBF0DjrQz+8OYAil81BC7rNThIyvjaICwccJDIOE7vO1yNw4JiEIJejQS7yqNKp/GW1gfRNTTmAkpTAOb9MgL+wzYAQMeAYQ+xSMv4tat0dZ85j+3PgMsWF8gvDCEKFMbumzRARFtHGCGEE9+jg052NQB0tYsnQZd0x/nP13+Cif/OQnOe+88zboM71s2TLK0mGpxTXVZJ2QgMaxCqT868ZxCM/aONcDGDpIhAiEz0w43sSsadhADYVxZJAQmGZxPhzIIJgKXizoMgJN2ED4DNCN5wmBumEYRzOOTxhHYThmTgOLwzofJ9j7mTvzjGfujWeSoOBV46EHHuLKn97NRd+6lne98x94yvJlHPqq123Q+P3J2Map8P+fGVQR+TrwfEJD1UPAKar6RRE5HvgBYXGeraq3PFlOP9G2OUDdbBtshx76Gg499DXcfffd/N3bjuPYd/yId554PV/77HM55AUVwEBiQEYgS0CGIG2CG0abSpCbqSCVYaQRtKyzZdvxyU9dwVf+9eesfmQa75V6o0piLTYxzJs/xi4778EbVuzHMcccw7x58zb2MHDIi1+D90egq+4jHWvgK6NB6YkEWzap5Ksxvo53q4BhxFvMzASmrEOagswEyixJUWMpKsNk1a0pk5TQj9cvIfbpiQLWNEh1FgTsmcFQwURd9j4mDrFgbCwuhqDWk8/hDMONtIxZ2YSgd98/Y0JoPjKYmDHq3/xCc00lBgs91hU/K+v5mGGkAr6L9RniFetLVAPZkMRMr9UCrw4vHuslMA5ECqhwvgqIQ0VB6xitYPCI9xEmUI8+ZggJEhrtQRUjCd6OBKhCodhiClGDqID6kH2VUZyWqEkp0tEQiBuLSBY6qNN52LKFKVKqvYmQYx4YQKUgFNBDENJvlg20SHX6EAUhYdlWiwD41OmncfonH9Wc+79aJQlNfd2WUG9Y+p3jYS2EnKjEeezLuBIzjoFaqq9QlcR5C7RHfeqmYH5urjUGsiG47cMl+rKeHqMGW3RIihbW96h27qdXH6GozUPEYMseqetRpA2MCcphrjaKKapYn5OWbap5SSldvI6CDFAYiZunsKkLSl/VmGFcfxzTmDVMCFAWg3hIyxkkSfBe2WKLLR7z2P5PW7ZsGd6H+QzwFDt3Tk8f4tH3sQvUMCTonCqVxHHs+9gfSxP/t3EcoY/9Da+qxL97GEkRqaCqGJEIB6gR4DxB1yx8Xs2cjyHordDnDOhv1gJMpu9jPZ7NrPddUGHp8i04bMUiDltxALstfTvfvfD8zQHqxolQ/88Mqqr+1olR1UuAS54QrzaybQ5QN9sfbNtttx3fu+QH5HnO0UcexiuOvJCPvnMJJ7xtEPJJyFpgK1DMQG8ayiraakEvh2oFt9TS2npnfn7dSt74jLOYGG/xuhWv5qgVb+XAAw/c5DFSZ376VKoVw7zZa3BtR75oO9QMkBSzJKvuo5JPIwMLwD0IbhS0ARN3gi6DwRSVaVSquGSErDZKkQ5gyjXU8mkKCy6t4WyGksWbZR86kMZArqQvnuhjKdHSjZ3G4UYVCOI9Fk9fC93M3XZDRibcAnvxRlaJ5cr4eu2Q4EFDww8UoAYo8NImkTpOetGvKj7yXypB/jSQ+ZegJeKnqbTuxRSryYYruLQBvoIyiU+qqK+j0gtBZRQFQHJUfcTk9vDxNu99KwYqEl5vR7A+CA9AjmoFpwYvPYw6xE9g/SqMeJQc9ROIKXC2SmGH8OJQk+ElNBcZGpQmR22IemeHl6OyAGdD93TAyIaMn86NYRLHwSNUKenwl6/bk4+fspibb7l5g9ZYtzdDIDYKfLI+wkYC+XstQjt8hH10CVn0fre4xvmtxLWR4HHRxyDlWdKN+M71Xx82IgGy0g3YUu2RaImXLkhJUW2QFA9QGb8JXI0k6SG2g6QVpJKhrklpcnx1jErvbiq9GtV0CCsTuGIRvtIO8yQSZDyTMbwJMB4f12p/w1PSiWyz4TrAkficevc2ssEdaDXbbL/99hv8OV6zZg0ifYhBNY5pCgRGgaAoFjYCnv/pYwjq1/exD6cILAkAPYRO3Fa0CbKoGl9fpd9oZ+ImpCSPm88ejh6eDkbqOHoRVtOLMI8+T3AePneYR/kYeALacRzNnI9Bv6sFpKxd1Wb1ymn+4YT3b/D4/cnYH1WP1J+2bQ5QN9vjZpVKha9+47s8a68TeOd7/oln7fwAz98thY5ApQepiUmeBBlcgOb3o415tJ62L8f/wyV87exfcOBBB3Deed9mbHT+xr6cx2QXXngh7z/5E6w4/KkwfxHGT1MpVyKymKT5MGb2QcQuhG4LCFlS8gLKKpg2JAvwgyP4wfmUleX4pMBoQb17P4l/CGcs7YExSjMKYmNAGjIhIWvYwDEVsywJSis+1s+QBuIhM0fRJJiIQYQh0AKvOYkOojZkUs1cQ0hKCERrWO8RzUh9Cn41xs0isghn8tBEJU1ES7wpEdpYBeMnMT4jdNxneDOCaoXUryTpeUxngjwZQYdHQQIdD9pCtcGcDCoNoCR0yw/gcahUEK3jSbDeYXUCGEDogjMYGaNPVRTGKsh54jKsz7G+BJ0iMC408Yzg0+UobazPAY8zBUIdL0HEU6WGsxV8sh3elvTbYXykjCJiFIUBlCJuAAJeMesJR776TO67ew0XffeHv9f6yvIMgKHRRpzjjH6WNGxMavE6+0yrgeQ/UGtJ3MT0CATxkUcTIGbN1zVaVdCoQW+imEEQQ2ijEUCiFKhUAcWbCkYHKZMqxizG9h7GlmUoN+ta7IAPvMY6jpGUciDgWI0CPsfKAMo0UgyjFjTK9ZamoBRi9rDvYxIzjdXoYzVkd9UjWqW0QwiexkCNG2666vca3/WtXq+jqnzkvZfw7lMPpVJpoHTw1OljiwNjRWAdDWHg+tnMkNkOrBJBYCIc10DoRkxr2NSF9+vPWxj7UBHJwthLA1GHIvQKz3W/upsbrn2Au28b576715LnjuGRBk/bdREHvXR7nrXfHgSpisB8sI4dmIhZXddIFXzMgRqWlMsvu4M3vurf2OFp27LLTrtt8Pj9SdjGo5na0CapP2nbHKButsfd3n7Cx/nSv5/HaZ+7h+ef+axQxk6rkI5G7OkwUq1RLEnpPmUfXrPiG/zXD2/iuxdewMtf9oqN7f5jtvee9C4++qFPc8QbnsPpnzmAsqxhXIqhg/EGkQFk/kIwyyFbE7rlk3kgPRhaGEj7GwvRgRo+GQVpkJSTVHprSMohwOBr8xGpk1BD1aKkoWweG1oCVjCLJb0UQ0pQawpqS2YOeziE0g6BqjoS5zDqQLuItlAzSm4hoUGfHskyiLguFe/BtUN516VAiZcGSg3rW1SzWSrtezHiyGs1XDqGMoSXApFAf+RIUAmYVLSKG9qWvO7xQ/MQU8ObIWzhETI8KRhH4gqsZqFJSroYGUB9hprYca4OqzWgh3VBzQnTZ1CIjA8mwSmkWkWNYqmTaIVAOTCIMkNp52GkSuq7qE3R0pGaHMwwzpqA5TMRJwvQH0f6PdTrByWDODIS4JdX3M/pp13IFT++jXqjxuVXXM7OOz1mFjoArr/heowRhodHsJEnFPrqRFG9CRP/D4F4oG3S6KOlr1AViP6rWAYiJRZx3UgMavIYTBUx6KoQqLsES42SkgSLWkVclSIdQE2KyhC9HRaRdnpUejnpZI5t51CtQgbia6S+B1Ub8KtAaYYRZvF2IAbIADVEUwKXwACegoR63CjZSKnVi7hYB1pSy2fIqtuATTn08Ofw75+7OOjtbIBtt912nPbhf+TDp32Esz7+I/Y/8Omc9fUVLFgQSvYhxKvNwVuCj4GX1UQ1sYSB6GNfyQlsVLuSuHlwKJYBlDQE7TGYDOp1ZYBf+JRvnXMtX/j0ZdxywwOA0BioMTo2xJLFW1KvDbLqgQmuufIXnPmR7zM80uDN73gh7zrphRhTj+fL4ndBSeBvDVjyhCECB22Vo151Jt//7nUccsghljN1IAAAIABJREFUfPvb3/7dg/NnZZtmif/P0TYHqJvtcbeyKLjn/pXssd8YZE2QbiDgNzmUTdR08WMJzcU7cfBBn+fWmx7miiv/k32eedDGdv0x22U/voyPfujTfPrzf83Rr1uGzR8GFoKfxbjZSGvUAm2Dzob/ixx8VDMybejkUM4i5QySVDG+gZTjSD4VjtNZXGMBpSlR30ZNUKvx6vGSkZDTJ6s3QLW3GuneSzaydwio8HiSmNHzMQDJkWKKxK3B6giqPbw08WYBePDqsRJViXwP66awPkXK1VhVvN0CrxmoI9Fp8KtCINmbRYqcCqF7WM0ITieD5K2kWL8S5zuUdgmlUbQ2HIYi+hYCxg6iXUR6JPlqrJ8k1SG8ZnimSRjHaxtnU5xdRFLWsG4a49pYejhmEF+Jpc9pVBQvIUuszuIkaLZTTofAXQrUTVKVlSQ+o5uA8b2QlZMpimpoNArZ5n7GLMAgQpa6RxADyGN5tYchZ3p2ihft8WEevG+CHZ+2LZ/41Ec5/rh3bhBU5cqfX0mtXiGQvPfJ40M52UW2iJBNL1FczJcT4CBaotrGS6B9Cxn0XsgMkyMRkhBK1QVBbCCLzxkCb2oP4rpRejgxaFJBrIklb8FqQUmJ1ofw1YS8upxqa4JKp4e0pwJFWimQ9vWgIkhYOkAWsZXdIBghYW1L9AOKmM/vX2N4ztFDROlVRyhNIPt/10kv4zP/dDE/uuxHHPyCgzfoc/2+E0/mfSeezHnnncffHv83vGjvj3Dt/Z8KcJC5wFPjPGSxpF7ElVHB04fi5JFZQeJxoSw/Oz3J0Yeeycxkm0NX7Mtb3vlCxOQEIrCUn/74Rs447TJ+9bO7UA/7PGdPLr74s7zkJS/5nT53Oh3e9e7jOePD/8GtN9zHl7/zDoJGWy9mncuYoU0Jpf8wjp849Vx+ePEN/PTyH7H/fn88371PuG26Uqd/drY5QN3ETEQWEfiMXkbgN5sF7gK+DnxpI7r2mO31r30F+IJ/+/vtQXPIsqAY5XLIS8otBplcvDv7PeMMVj08y823XMdTt9tlY7v9e9k3zz2HWi3llX/9TJQHMX42ZEp8C6GH2BIqHqyAd0HadHoGGjWoW6h7qCRgCqTsYrqTGGOh+SDS7kIuUE4j6TTVZBXeVMgTA3YUxwAYxYvDuhyRDJX4UZYoFIClr0EfSrRBtlXxWN9FfLiRQo7RDCknkbIEbZNQx5sEr20S3yEpU8RPA4ZEq5jywSBDa5Ygfg2mk0EHKArE5lhNwGRYM45PBC9DiJvGFBlSS3AUeGtANShZOU9CCZqFznqfUclXYv0sIholSadioTnDUcXKMMYrtpjEaOR+lSZCFRGLaIeyMh8vgtEeIaNUJ08XIOUqKnmGuA5S9rCdNRidRYccvjoPZRRkBm+ncTKKMz7idZP1xjFIo/YD/7705iOPrOX5u55KvT7A5OQko6Ojf9A6O/eb32Tn3ZayTimon9EMGTkfKbaCX33p0ih1qRn17l10aovwtkFfEjPQSzkcJTbeAnyUUQUXz+EjFjJcb3ieGJAlqAiBkizIc3itIBKCVrEV3EANXw2wDZnKQ7VA46ZJDEqBF4tXxYng7TBqR3HWso66SfGU+NgIRGyc669jBHxSp0+z1hhMeNquS/nEJz60wQFq317zmtdwwAEHsGTJEr7+pZ9y+BE7UBiLM2Gz0vcxyB4HntdwOy0hhofrS9ASx/Y5O56EtSm77bYHH33fBXzkveez465bkvUK7r9nLXlWsuvTd+Sss/6ZNx79lse0qWk0GnzurLPZfY/dePvx714PBrROHtdHeI+N2yzw/NuZ/8nxxx+3OTjdNGxzif+32OYAdROyqLP7M0JQehJwIyFxswNwJDCxsXx7rHbllVdy3gXf58JP7EoyugzK2fB9WNkKsmmQeRSNrdl3zzOYnuxx1113s3jx4o3t9u9tZ376s5z/nQt56XM+zc+ufiPql4NPEdNFqIeA3IzFo9NAs0Ub7DxI6qBdqGwZkqmzFqNJwOn6gShWMAK+SqU3Q6XSorSOatalrOyK17UUqQFTR3xofvLWU1SegtbmowS1IJhGSLCuhrIGaJB6h6gSKJwqBGnOQLCeah3LGqCOeovoDIYxUIcRi/gUW7QRF/CcWlEkH0PG74ZkG5Au0l2L1BaF66OGcTW89jBlCuIx1uFEQ3OHLMKWk1jNKc0wmA7IGKqBikiMiY1YDYwMYbzHmEV4ZnFqMb6GJUfMQvAWS4JIivEeoRIEDjQhUBPNYrSB0MOYFJH50JuBrBbGvCwwQ8N4HUDsKGJqJNpByoWQ5KgJClWBHmiY0EVPzO6F5pM7bnuEFz/jwyxfvpwbb7jldyqX/T52zTXX8PHPHUFQNdJY5vaxVD+GRrohZZbQ0T2MY5agHFbHJ4swMkq/K19io09QMupTiqUYSgI9mMVSRdRgy24MzPOIzWvgpYXIACpgKbCM4iTHmOFQ9nazpJqQUEGTIXTeDiCPINVlkE6gNCjtQpy0g7SxjEBi8ckAmFqEpHiItF0SqdlCs15BwiieNPgYtyyhXB4am7bedjEP3PP48JQvXLiQFUe+lpPf8XWOefmbYGRHvOnTRpUoKZaBOI6NiNnNsIwGKM56Pgp11HvG18yycuVKFi9ejPees846i0svvZRKpcJ73v0KXve611Gr1f4Pz367veWY4zjure9EvcWYCglFhCYMAhOkDpKsRVZRNBlleqrF3x73tsdlrP6kbOMkUDeX+H+Lbdrt0X9+9llCOPcMVf2Gqt6qqjer6ndU9S8JWVRmZmZ4y1vewsKFCxkaGuJ5z3seV1999dybfPnLX2ZwcJDLLruMXXfdlYGBAQ488EDuvffeR53soosuYu+996ZWq7HNNtvwvve9jzzPATjxxBPZe++9f8PB5zznObz97W8H4KqrruJFL3oRCxYsYHh4mP3335+XvvhgDnrmAl62rwklPD8LSRl+Lx3OwA+uXsP9967+ow1OIfCgXnP1ddx952r22fMsVjUrlMaCdlDfBm0FTsgyB98Cm8EgQAvymdA0NduCiS6snoDxFkxMwUwbshmoKAwrVEugg3EzJG6KtHiISrmaWu8O0mIVSTFOUjxMUqzGaBYzO1koSWoJ3qHaQzUnKScx5TjiZ1CCAAJRY9z6aaxOY8opknIVplyLKScR18JqF1tOYN0MpphB8i6StzDdNjIxBc0WdFrQmYVmF/IW5BmsXYtMTWJnx5HeDKJtrLaw2SSV9t3UJu6gMvUAppgCmqh2UC0x2gFtIq6JKaew0yux46ExK2R9HUabGJ3FuBZokMcUP4spZzF+gsTPUMkfIvGzQUbXNxHfJC3XIK4NZRdaGaweh6yN1jJ86oEO3pR4sTgjiHbCPPoyQiWyuWwl5DF7mvOLK27hBbt/kD322pVbb7njcQlOL730Usqy5NVH7BbLtL25uQ1NTuVcST5027uY2Q0Z3Uo5Tm5rOOPmXhPK5kTfQ8k/vD6by6IqOaI9jJskKdZgi1UkxQRJtpYkX4ktJsF16ZP9B59KjOtgywkgC1lyiXCDAUWrRRCLkHBuoR19KfFSxrJz38eMPjvC+j72rzP42J+H4IOLr7nlhvt5+m5P+4PHvm//+vkvk+WOFW/5MaWNY4OPogFEH10s4WfR9/44FutBAErUFIgIq1atAsAYw/HHH8/3vvc9zj//fI4++ugNDk4BrAlrbnx8EnDRx8DgoHhwk1Q696C+C3hGRgc58cR/2ODz/WlalDp9sn8222+1zQHqJmIiMg94MfAZVW3/tmNUVQEOOeQQHn74YS6++GKuu+46DjjgAA466CBWrlw5d2yWZXzkIx/h7LPP5sorr2R6eppjjz127vkf/OAHHH744Rx//PHccsstnH322Zx33nm8973vBeCII47g2muv5fbbb597zX333ceVV17JihUrgCDJeMQRR3D55Zfzq1/9inZziulmh39753KY6YUgpSggb0Ovh5oO2cLF3PlIjyRJ/uDy58a25cuX8+tf/5pOy7LTdp/moh/eTy8NxPa4DuI6oD3weYA6JCXkPWh3Ie9Atx1+ihx6Xej1oOhA4qCShePpQdFDyjZStkB7qIbgwPjZGJAook3wLdR3UZeHc/ou1k2QuGlMMY5xU+A7qBagBZCRlhMk5SqsW0tSTmDdJKacCUTsfhbjpzDlFJLPIr0muA4UrRDgTU9Bqw3NDDoFdDPotGFqBlZOwsomrJ2EySloNsH3EDeD7U1iswlsdxozvhJpTpBmk9h8LUmxkiR7CHGtgEctW9iZcczEWsi6QEE6cTfVNXdiyibQBW0jvonJp7HdNZhsElNMkGYPUe3dR+KnsW4K42axvWnMIw/DmnFoz4KWUCugIWGOyMD3QsDhc7wB0XbceOQ4zfHqIiaxpNVq8rajzuZVz/sYL335gfzs8qsfN1q0M878FE/daWkQXiOwC/gILwiY12K90n4Rf4Kal6dAtEWgEHNzOMQQxGaP+ltiWZ8YbDtKnEBpK3hRhAK0h9BCfBcn4E3wox+kQhfxrXB+1SDd6dv0saW0mzAzBa5ANY/ndyA9jGuGc2s/4I1Z2zm/XQQS9K8z+LguQA5B48MPreLB+yf427959+My/hCYSS66+AIuuvB2XrDXx7n+6nvW2xDk8drL9Ur6jnXzk88FqUrO1/7t56gqIyMjj5t//9OGhgY5519/ut745XNzXaTDtEd3okwDa8AXvvFWvvOdC3jTMW/Ee/+E+bTZNtuGmsSYZ7NtZBORZwO/AF6tquev9/hDQD+SOwd468DAAGvXrqVer8+9fo899uD1r389J5xwAl/+8pc5+uijuf3229lxxx0B+OpXv8rRRx9Nr9fDGMMBBxzAC1/4Qk466aS597jgggtYsWIFzWYTEWHPPffkZS97GR/84AcBOOmkkzj33HO54447fus1zB8bpNfr8fl3b8+KAxdDOi8EaPk0DCyit2RLZpbtiJpRthl8M8f+zRs5/ZNnPZ7DuEHWbDYZitrnG2Lee95w9GGc8x/n8/Z37MeH/nE3KqVgsimMGwdZAr4L2QTko1A48OPg6yCj0H0YkgEYXgp+JVBCfRmYibCF7A5At4tP25SLn4qzA6hp42UpztZRphEGUBnEm2nQgUBn5Vtks8LgoMTsWxfDGKITWDcLOkrim4EKSEcRzRA/gbAgBNlMID4FHYGZe8EMQGMplI+Ay2ByFNprIS+hsgWkBZTjwDwoK9B6GIaXwGAKlbUwtgBq81FZhdqRQLXVWoPkJeIalKMVpNLF5qO4NENNBroF0mqi5Tjl2E5IIpjOg8AYs+UCBodXYbzDlHXsmjuhZwKcQldB0cbNeyq+mmGlifHDQaJz+iFgDKQC6WpobEkxsgXetMAMUJpFONPGpQvx0iBwqkKvl3LOl37GL352J3fdPsEjD00yNdlkbN4IH/zAhzjuuOP+4LUI69bjvPkjHP23B3HCB15IoNEKNGKhMWoAZZbAbVkNzV/0O/fLWPIegbnmnuEYhLaQkMpHacfu7gRP2BMLgyjNiFYcxvsZoEulSBC3ljJt4OwiMDaev0ZoJJvFloZK3sLqKqzPSFwVdCVSepKmwWdNpoe2pj5UQ43gTRtlIc6mFEmK2kWhV44mQQlLCNRdtehjuMZ1PgrCCEoHpce+T/0AlWSQ22+783GZh/Xtxhtv5Kg3rOCG629iwcIx9tpnObvvtS3WGox1WJvSqM2j8NMkqZDYBsYWWCvMTCmXXPBLfnXFnZx8yvs59ZQPPO7+9e0vXnIw199wLVffdzpppTM3P2HdBOaHuYw3w3z3vJ9y/IovsmDBfP77v69gu+22+433/EO/Hzc1ExFU9bemLZ+xW6pXXzj22556Qk22WXsX8BM2Y1AfZZsxqJu+PZfAK/MFCNIvnU7nNxRTer0ed99999zf1Wp1LjgFWLp0KUVRMD09zbx587jmmmv41a9+xcc+9rG5Y7z3dLtdVq1axZIlS1ixYgVnnXXWXIB67rnnzmVPIRBbn3TSSfzkJz9h9erVzM62MQYeWNOEZCkUGZrnUEDvKYtpLdsdn3SxKG//h5dyxke/uEkEqH+oGWP49698mxe/6KscccQRPG37Bm84fHc0zfCSYjyYvAWlBynBFFAaKNpQHQl/pw40g7IImee0BNsBO4DWFTWC5gakRMWiWqIJCAYnGhtacvBtDCnis5D1i3KoChjfIvEpxs+EjKOxGN8KXe0yAMUsuAApCDjAMmBJ7WDI7laSQBPmHTR7gIaMr1ZDAF4oOIGiFwJkLQAHGpSgkJCpUylDU1fiYXQw8MK6KtQSSulRVofo1ZfjE8HIPJLaAyh1REZRbSNDS7EOtGtQLJTT0BFcnmFc8EVavcB7Wsxg9WGYPxj8R2GwEq7NDkCuoDlJ1iGvZpR2GG8ELzELSMF9965lxV+ezR23raFWq/KUrRbx1B125NC/3JeDDz6Y/fff/wlZV7OzbfZ7/o54HBaPQShj57zETGjg3+yXcvsZxsAhGvCxPjYzhXDPUZAg65X6S0IhPmRpDaHtK/xdgBEcFlcZxLsu3tQQcfF8gRtVSMAXpK7A4MLaxODEBuUwW6ccAD8wDHlO4rqoGiRbCYmQMUJpGmADt2ugwBIceYADav98hM8IDdREpomYQf7QiRfx4H3jPPjgdU/IXOy2225cd+2N3H333fzzv5zJD374Pa7+2X+hqqh6VGHx4iU88sjD8TFQ9UG12BietvN2fO0bZ/PXf/WGJ8S/vn35S+ew88478axt/57vXP63bLvNNjEgJa6Z0ArXZ/Z4+Wv24Lkv+CiHHfQv7LjjDpx22gd4z3ve94T6uMnbZgzqJmObA9RNx+4ifAs/CkClqvcCiEin/9iiRYu4/PLLf+MNhoeH535PkkdPrUScS7+U473nlFNO4bDDDvuN9+kHv/2M7JVXXkm1WuXXv/41hx9++NxxRx11FKtXr+b000/nysvO45Of+QoLx6rkWQ9MC1wvZAvLnLxWxScBl0XR5IQjt+BTpxWceuLfcepHzvz9RmoTtcMPP5xbbr6C4972eXZblPOMPeroUBkwqPl0CP6EwGaQdaBXBoxurwNiggwsXaiUQBNcE8RCVfA1i/dVvAmYP8jwmqHGErJkJt7CM1S7iEZ4AOFmZHxGUq4O9P5uLca3MKUiZRuKaaAO2VQoeYsDylCaLXKo1sF3IPdQGYDOdMCd2nrwU8sQWJdA2QGbQ+rBtiFpAgWad0LJ05ZAFjLrEHCyFUXIaVeX0qtuS8UPklvFGUsig5RsiS0KLEUkzk8R18JHeUexgg4mmPow3hukE3GRQwZqBtoKdYVaiekEVSSkDGNru0AXKQxGm5AO4XAUNihsffGsX/L+d53P03banp9e8e/s/5wXPSlrKc9zXOnYc59l9Cms+nMZAsqEPjVUn2lW5sIPYmk5j5nzIuI4XSzL97GSIfDrv34dnVQOhE77oFpUUkpBmSRxI9RXKMohsmsqBaV4NDHYwuO1BElQKbCkULGoz7Hja0h8O/Ai6xrwNUpmSWSI0o5SmiTMnXYQzfDGIxSIWvA9rJtAbRU1ebzOnNtuuZ/PfPz7nHXWZ59wTPt2223Hp08/AzjjN57bFDKNixcv5p577mW//fdlv+0/yBFveR4f/syhYAL8IEghe/pUWN5njAwrP7nq7znjY5fy3veexOjo/EfBwTbbZttYtjlA3URMVSdE5IfA8SLyz6ra+l3Hrl69GmMM22677Qafb6+99uL222//X6UBlyxZwkEHHcRXv/pVqtUqz372sx91ziuuuIIzzzyTQw45hAu+/q8sHKmxciJD3QIoB6EyitAB28EmAxgvNMbvoromp9LrcfKKbTj145/hlrtWctO1VzDbyrjkBz9mjz322ODr2th22oc+w5lnfol/+tw9nHfm3jj1wABUF0LZDuVyPJhVgcicUchmQQahvgDSHKyHZCxwx4oF2SJwSSYl6ChiGhRJBWQUoR5orahjqBO4OCtAPRDfaELVedLeBCZroel8MClSVBAZDfRXWT1kE5EQTJthUAv5GujUoNqA2hiYOhQjockrEfAjYHohGK3NB1eAszA4FqRtyy4MLEDTEYrBMbKhbVFGER2l4hz4FKUTdO+1gpEaYhZQJiNAL3ToMxCwlMkQjrFADysOTZejeQami8oWKCNo4kAttj4PNzaMtwaVpfgttozZ0GEqyRoqvfvBDiG+ErLUZgySMazkWLXk6UJEZjjrk7/k1BPP59RTT+Xkk09+UtdRkiSICPfdNctOu41EcvoaJhL1h1J+IxLEB/36gNMMpPAGjeT8ff31gRDgR4GHsEa6seybEHjCUqCKoRZf04gBaYZQizeLHKL2fNB9rwIWMTneVrDe4G0LjEN1GE1sYFzQNIg5YBGtQSeDZBBoUNMMW66mJ1tjTYKzSiWfIHFd8sSidh7e1DHlJCoNPAlGq7G5pM4bXvkF9n7mbrz1rW99UudoU7XR0VFuufk2vvjFL3L8247ngm9cxRe//Raee9AuhPntAQbxKakLYgJGE971rv1pTc9w/NuOZ8WKFQwODm7U69hotrlpaZOxzU1Sm5YdR5iTa0TkdSKys4jsICKvA3YnpDzYb7/9eOUrX8mll17Kvffey5VXXskpp5zyW7Oqv8tOPvlkvva1r3HyySdz8803c/vtt3PeeedxwgknPOq4FStW8M1vfpNvfOMbvPa1r33UczvssAPnnHMOt956K6snZlk93aOSCPgqOjuDakpRrzO9w57k85dD3qF2/x2kqydhYpz3v34hJx+zA9f+4kfsuLREXZfTTnvi8FlPhh166MtRHF/6pz1APBZF/CxUhiDJwBZQqUC1gPow+CKUuHvAxARkLvDG9nqQJdCZQtQw1zFuGqEE610scM4CxEYSEK2AzmJIsOU0tpwgKVsBW2rqmDLD5F3EOeiOQ+FDMJpNgavAzDS026FcPzML+QC0M5jtwWQB4xOxlB94QEkHIG1BowKDJQwWUB8I11k1kFp8rUnZmIeTFJ/UyNOlZEkNtYN4Y/Ba4GSAXhqwswGS4ICgWe6TOs6OUpgUzBilCVyvguDF4c18SqnhpBaC3WICTBre21iQIPOppk7WmE9rZDndwe1pDy6hrNZxlQpZWtIafBrt2lNQSRBSPnzKhfzVXx32pAenEMrCg0MNfnTJNfR1lhzd2EAUGuNMlDENCCAXu/BTPN0YdPaPFTydCPToZ9KSmGEN2u1KHgJ2V2LzKarZGpJ8VYBzuBwpM0wJUs5iyxIpW2g5g3UCZRPxQe6zJMdTIU9GKJNB0DriJjHegS3QVAOkd3I1ZAKuRLIuadGOzBRrsfkU1s2SaMng1PUMTlxFpZjFGQFpIL4XmBXUc/vNd3HfPWv4+te/9qTP0aZub3rTm5ianGKvvffk8EP+hW6vEzLf2sM4g/jA1mBdD1OOYzTHFSVG5HFr9PujNNkIP5EHVURe/iRc4R+Nbc6gbkKmqveIyJ7AicAHCUT9BXAbcBbwL8AbL7nkEt7//vfz5je/mTVr1rBo0SL2228/jjzyyMd8rhe/+MV873vf44Mf/CCf+MQnSJKEHXbYgTe84Q2POu7QQw/luOOOY2Zmhle96lVcdeXlfOgD7+e/f34tYoROp8cuuwSS/Rc9vcHDM0LR7fLVH7S4Z2aarbYZ4vnv2ot6LUW6TZiKAY6fgYbj5CPqnPzG3YFZXn/Kffzsl489yN7U7Ctf+Szf/e4l/PCiA6kta6BZB9uZBAzUJTQRuUg9lfaAFnQtlDNgk9AdP1sEeMTgQHi+1gQ/jZqACVXphjDDFAgdJDY8QIEt20AbW05gTIkpV2FcA1N6xM+ADoYyfbYabAq+B5kJMAOV0Pnfa0JeRcsMmrNQmUJqDZgeDxndtAXDHm30Au9p2QwKYZUmlBlID8wsYS/VDteSWHJbwUtQBvLi6VbGKHUAKTMS18YlwxSJRSTDYnB0CHr3SmkT1CdI7JYOFPVFyAfaBItiPHjfQ0qHlFMYSRCpock8nLEBCiAZThIw8xAZxQPt2l4kDOPEUSY1QLGq4Ate8pc7c+6532J8ciXfPu98RobnP6nr6S9e8hec8aGLOeYd+1CvBYJ1H8nqDZWo295D6EW8pkfpxmaiamQ97Y9jCVTw5NjYhU6UNHXeg84iPiN1HtwDGDUI43gdw/9/9s47XJKqWvu/tXdVdTjdJ0xiEmEYJEoQHEEB5cIlKYKCiAh3QBHBHPFi+BCvonANiAEkiIAoCCZAEJR4QQQBRXIYwgwzw+Q5sUNV7b2+P3adEXVE9MKcM95+n6ef011dYe+qOt2r11rv+0qKmARnJGjLkqEa2kwCQWkI8R4oY7QNOozNHFYa2HwF1i0m9g2ktQKySmgHyVZBqxtsCfwqxFtMvIIYj9EBkMlI3sCuWAC2hpQnorU6uVRBLM40MMBnP/ZDNttsY2bP2nqdXpv1BeVymet/dQt9E3r49Acu42tnHx0+TyhjvUX9AOI9Kxav5D9PuJmfXvEUZ531TarV6lgPfQzRsTodL+iw+P8GRMQCdwOLVPUACU2cXwAOJXz7nqWq3/iLbXYgaJl2F+ucoqo/Kt7bBjgPeAx4h6p6EbkA2BvYVFXbIjIJuFtVN3mecem6vmb33Xcfn//sJ3jgoXk8+vgTbDa9xuF7zaQx2M/SwYhdNp/AYbv0MKHi+N3CCm/+wm1sO7PETlvP5O75q7jv6REuvPI/mbMJdP/hWqydhESNIqOYQKnOCV+/h69+fz7HvPMYzj3vvHU6vxejd2zBggXMnr0p7z1+W0773Bysy7Aux2QrA/s97gP3FDA9EKSa80Cmw4iH/vlgJ0MpATccNFQnz4YkBVkB5ZeRW0duhnHR5nhy8lgRJoFvYxlAscTOBGcnPwQyE/FLGB6p0luJkPaT4MrgumFkMRgTBOpbPjC6FMtqAAAgAElEQVTvfQW0Dx18EswMMCUYmAe1DcHGSOsZqPfBhDo6SdC4CW4a0h5E2osg2TQQqtxSiGeFHlNZgU+m06pMolWZiKeM2F48DZwRLBPRIgMs0k0u/VgSoFwEVkowEzBAA9Xgde5kJVZrtFYpXV1PYLQP8Yr1Cyj3L8WYKq5aQnU1ebQpeVwlNYrIdFQczqYYJuLIUBnCSDdB/D5FAUsNr6Fn9ne3LuOdh3yNOEpYvGjZOsksjd6PeZ4zdeok0jzjv8+ay5sO37kYo2KpF32lTSwTUIZRtBDqD1auUMHTxuLwhZ+9Fgx5S0LOKqxWsM6gugirJeJ2E9HFGCmBJiieLBLSZGvAk8sQ1kzBuBFUl2FkKjk5hibQhXVtIrcEpUnkali3nLj5FMZvhLSWMdQoUa9WoLUokAbjKWDCjxzt7kPbCTSehmgyInUYmYebuCmuPo3MDJAlm5LbPrxp8+yiJq+c9UkuvPCiP+uNHyuMhx7Uv4XX/dsupHk/V918IvhnMRqz4KkG53/nOn517RM89uhSpk2dzP876WSOP/7P1SjG87z+GTwvi3/7WO++Zt3+EAWQmUvvUdVXrvMDj3N0Mqh/Gx8iZC5HmUdHEzKaWxbB5ZS1bNMA5qrq4yIynVCqv05V+4GPAgcCbwP2Aa4ttnHAOwmB7biBd46vfvUrfOW/T2H5yiFmzaxzzFu254Ov76VW6YaoD+1fAK4PdRVorKTR8rz5C7/h23M34cBXbADVyWi1ySWDfRx14Gk8+rODsM0G9DjUlpB8NT+5dZiPfeM3LFrW4nvnnslRx7xnrKf+T2GvvXZns80m88VT9sIMzydqJlDJ8WUPpgf1I0hURlUQYxBfQbJBSHogFohaUCkBDvIYmjmwGqrVkO2SwqjQDRbkJAVyrApxtgKoIUQYvxrRLmAAaGE0DsxnU4V0NfgqpBaaAyFA9e3QK2omQzYAWVz0wOaByJKthmSDoBNac+ikMt428VLGJ1Www0h5BsaXsD4tGPsNvCnjoxp5PIlWZUNEV1HyKZI3aZYqGOnB00Yl5CuCbWSCp1W4BFm08Lwf1ZY0Ui284U2w2jQGtT3BDNOVMR7wbZzUyGwZL1Pwpg90CGO6C13PQAIL+wkffyE4tYX0TgmPotLGUGaX187id099nu2m/icHH3IwP//Zz9fZPRVFEQsXLuGdx8zlfUeewwePPo/Nt5rGoXNfwzHv358oaWIoQaGRKmvILwmeBoYywRS1VcgNjTLfwdHGqMG4FPGCqBBlS4jTDJFhwkdZHdEh4jwn8j14HUCtCeLzoiAZXlYSSXBywiQgZSK3iihtEaXDSDof0RjcQFCAcCa0h9gqrF4Etg71GMwAkk/CxxGUYiQu4zSF0gS0WsL4jEgdtvUEzm7EzXc8zeEH/4AtttpsXASn4x1dXV3cft3dvHzmhzEGBvpbNBptJk7q4dW7vIZzzj6R1772tWM9zHGCTg/qeEEnQF0LRGQm8AbgFEJgCfAe4O2q6gFUddlfbqeqjz3n+WIRWQZMBvoJjWKhCezP/wO+DnxERM59CabyT+PlW8/iyacWcdh+Ezj945sxobeboeEqNR2EfCUYg8RDEFu0aaE9xM9u72fbDbs4cLYGZnq6EIYz3rppk4tnRPzi8rs4fJccP1jnjKuXcdqP5rFyKOff99iZ224/h5mbbDvW0/6ncP311/PEE8/w8CMfIB5+jHj4WSSeSW4VZ2N8XMX7DKEPwWJdE5EEywCSGqTUgu4SVG3QFF3WgOYq6FkKlcnAEryPURvj7QiinjhdjWEk9KdqP9DE+hhxyxDtKeR3UsSZUIZPsyDHlFZgcAW0RqBWh8K1CQZAVwe5KwsYj0zOA8u9VA1B7MQKWhJyUbyJUWNwURJ6W70StxoYEVSauKibRnlTvJmGiMG0V5CkqxBqjCQbo3SBjAqeaxFcKUGrtQI0CCLjScE+bxOR4gotTBjBW4srXKXi1BO5JfiuCGyJ3IArSvY5QXAfBgsBpSBObymT0yZoicZFydwXrPYmlsDkr9YMP7jmOA7e45t893tnc8w71h0Zp1wu88MfXMZFF+ZceumlfO/C73DqZ67gv064jB1etREXXvEeJk8Z1Tj1CCNFGNoCKgWLPwT9fzqPJVQzvDaxmiHaxGRDGLcMm4KYJaAGY9Jwz9DAeiHX/hCEsgBna+TGYE2Ml15UBoncCiL1RM3HsSMZknfD4DNAD+SrQ2tL5mB4GPIIRvqhpwfSFOL+oBFcbkHd482oM1aMMoKKw+M5+7uPcMoXf8DKlQ322ed1XHXVr9bZtVif8Y0zzuLc88/A5Y4szZg9a1ve+c53/d8lQj0fOvHpuEEnQF07vg58AnhuXWM2cJiIvBlYDnxQVf+mIrSIvIpgID0qTnoGcDXwOPCd56y6ALgN+A9g3Aj0PvL4Qi49fTfe+voa+BzoCyQaPxK6YuMJIeMW9YXydd7gydUD7PSyKVCuQdwDSSX0GM5rsOPMPh5fLHzsew3Ouek3ZA4OP+wwzvjmt9Z7R6n3ve94dt11JlNnbogOrsaXPMZOQBGyuAx2OlDGmxyjteBMVOqGqBfT1YvkBkwVQ29goveOIL43BJFaA+kDkxDsPCtELvQaqvQhEiMODFFgZA+DDHukXoEkQnwVXAStQYjqUJoAfSlkJShPgnwYsjaUJ4MmSHMEbC9YhUobnINoCmRNsN2o9AEl1JRxdgpOEgwlsqiOi2Zg/AqUGi7qI4uKoFzK5OWtSStJ2FYGC+a5WVNWD2xyX2hwlgk6rKbwYc8K28YKgmDIERIQg5gq1eF5lFY5su4y3lbQeAppaSJqBNE+vFQwYlGqWBGCvatFKRUKCCWEEoaUIIJfKrKPga0upOzy2m1478f347h3v4999/13Zk7/a0HzlxJRFHHkkUeu0SG+6hdX8sEPfoAdZ36ar59/DAcfOYdgsVlBUDyuYP2Pnskqf7I6rYAaIk2JXZNyexXR8CKk0Y/IhhAliDFhvXYzaN3GhogciQVtC1HeT9mvIu+eiJRyJH8SMRPB9iBZKZD1XDdIHUy9yPqPQFqDNIHcghb3mmkRfrf3YjOPOoNW6mTWoOKBCs7W+dWvH+NjH/8dRx01l1NP/W822GCDdXoN1mdsNntzTjvl22M9jPUAHevR8YROgPoXEJEDgGWqeo+I7PGct0pAS1VfKSIHA+cTRPTXto9pwPeBo56Tcf0DsPPfOOwXgSsJAezfxdDQ0AtZ7X+FN7/p9Xz2zId41fY7MbEXiHsZcaVQqnMVcF2QTgHtBunFRw2mbzDCpbctZai0edD1tD1BwD0qc8tjjzF/dSg1feITJ/LBD390jVbrupjP82FkZK3Osi8I9913H81mm9O/djCN4YiG2RJTHsL6Ok48vtkGKeHNDPANrBqgC+NXIdqD0QqiDnEx0I0nQSopUQmkmcGz4CbWceVS0MA0daxrEaURoaat4YeDSUIZ308DW4aRBAYGGNEylIMUEFkX0Bt+NiVtMFNCX6rPA1s/qQTd0qgHoiiU911EkMmahvd1fLMX2k3aXb04Uy8chQxqelD68ExCpAzOoGkDChmj0EuaICQE0X2DFkzzgIjwy6dUUKPCvRH0Ni1KTIor1lMES3skwviIPN2UOGpBazVICZdPpuVKqIHQv1ovVA6S4ngW1vS2loCoKPFHxXNTyCcJQXopnOeP/78juO7nj3LFlT9h7hEvXSvKC7kf93jdv3HfHx/gv77w/zj1Uz/l9799ls+cehDh/OTFvITRuaZIcR5LIUHkDJFzmPYgLRdhGlUYFJAy+DJ4CUFlWgmGCrYMrb7woymqhS9xn8NgBDUPUXcwdLBd4OphHNoD+VTwUfgsyMuMtCtgNEiS2Q2CVFmjBJGBuLeQVssgj8mjCt4oztbwps6Xv/oohxxyIN/4xreAsf/c+Ev8bz5HxjP+Vec1ztAjIufQcZL6M3QC1L/GrsCBIvJ6gnNTt4hcDCwEflKs8zPge2vbWES6CYHmZ1T1jhdyQFWdJyL3Am99Ieuvi4b1H132c7beanO22f/n/Paijdluqw1BJ1L3j0A8PbC+5RlIJ4F7Gt9u8vZtW5x08TJuuvshDtxCoXdTaC/nhMvn89uHV7HznFfwP7fdQZIkL/n4/1H8s+f09K+dShIPsNXmDdQuIrUaFCKljUiCqKMydBcmL9GsVwn2kwZ0NVbrCMPg+lHpARnCuBEM/USlKqbVRIYW4KsJvlRkTc10bHM5UbQwCOFnDTBtQMBOBOkPJKv2BpAtBJ1K3Ubg5qMTNgDfQFgRSFK6OpT+y4NQGQzZ8PKikLGNatB6Go0mk/VEEK+mXZ0MJkPSiKTULHpNwUkDkTrOZKi0iIhx2kYZwSIk6VJscyGN+lYYUw9ySTJIxIQ1MlmWOhmrsZQRRnAMF9nSIBof5JRaWGo4+oESni7i2hCxr2Izg82XoKaMJhmx9YhkGITgTjRYuBOFkndEL44mnmEiPFow5ENI11WsN4hlAp4hQLHAwOBynp6/6CX/H3yh+//yaV9n/30PZJ999mZoZAXfuOAYcgYwRBiCNFVQskkLCaqhEP47R5Q+QzV7BqI60cBDmGYZGIDWQqAK5tnQhjE0CPEIeI8zKxDa2PYwpMth4oaw/FEoOajWwCuUUxAP0VSI+mFkBbApDC1BGz3UyiXIFiKTymg1w0U5jRmbk9amYbxgncF6IZaE3DZJXD/fOPOP3PHbB7nvvu+Pa8LOeB7b/wb/qvNaKzpOUuMGnQD1L6CqnyTIPFFkUD+uqkeKyKnAnoTM6esIbPw/g4gkhOD1IlW9/B889Cm8wAzqukAURTzy6DymTZvKiWcMcM0ZW4KWQ+a03EvIzPRD0oPmBklKlCc0+dnJu/Pmz93Gd2Yk7LiV4ZKbFzB/eYvDDj2ESy/78VhP60XHbb+5jYMPmo5QQaUniMhLBaSMNzFGE7wdwmDJ7RSwExDvwAueiYCCtVg/WpqNwEfk1cnE1gYHp6Qb0RaQYrwJZfssCdlrF4WAlAioh6xW7sHVQiY06QN8MAIoT0SjCWguhSxQFYmjkBE3MZiJwUzATgBbRu1E8sqmpOUZpHY6In1Bp7RURyVDpCdIOJlhrFQwWDweoYIRhyPYUiK1IDQvFYQqIhSl9KQg+QhaPA+l9oIYhodRIfiiUB3IPgmm8JBHErzpxSeGLIoRLaG2hpUcjyCUUTJES0DMqFiTUMaIK2SaKoU2aGgTl8LkIJT3k0LwXlFK1LorLFm8dN3eZH8He+65J7/85bXst99+lMs1Tv3OgYWAf7UITkezxxF/EucHTx1fmg4+QimH/2upQTaApl1ANdjVeo+buAl5T8TgJvtRGRimuuBB7KpmyHpmAmmLkJ13gXiH+1OrSNoK2VXTE/SAa5UgS7ZBL1rbkHapRFaegbMTcHGZVLuw1BBivvvtX/CVz1/LqpVDfO5zJ/Pyl6+/Jh4drCfolPjHDToB6gvHqcAPROQjwDDwLgAReSVwvKq+i5ABfS0wUUSOLrY7WlXv/Xs7V9UHReT3wI4vxeD/GfzsZz9j+fIVfPxLO0G5AlkXrTTmkaeaDA60GF7RZLi1ilps2HeHOsaXedU2k5h3/h6cf82j/PeVz7JwRZsLvvPfHHXcCWM9nRcdrVaLpUv7OeaYvfFRF85242JBJCaUhgWPo9G7bREorQZilCpqU7yZHITRffCuV5+BUbwByT3iDZgS4mOstEK8ZmxgQbtSCCp9BC4O7OiSgCrkCUgpkJuIQ4nf9BX26TE+6kGNIj4EeeIDoQaqIag1dVzUR14pkZVmk5s6nsCEF09wtzIxnhJiLbKGaOQJpXML5FgSDDFpMoks6SGkJgwGgxIXYvFxIY802gIwGhrGBXEqKtazUJTgDXFwJCIJxxCDF4OaLkL/akRoDiisPL0J/apYxOeIsRivoDmCwYhBrRTHGx2jFGOMUSI84HNhxdJhKpXxRyzZe++9ueKKKzjooIMoleALZxxKOAdx0bIQrQm2xecYL4gYsvJkyo0BbJJAVIaWCa0eWg7SYxIj1RFam8yiOXUWnkGalY2xjFD2KzCVCsTt8MMoqRTC/j4IC+SFKL9WQotAtYSUE6Q7CfvGYFRJXJOWiRFJwv2pEaf915Wc/bVf0WqmHPrWgznz2+es973qHawv6ASo4wWdAPV5oKo3AzcXz/sJzP6/XOduimBVVS8GLv4H9n/0X7w++J8e7IuMNE05au4RbDGryinnPs7Rn3mQuDyJJ596BmNkjduIMUKWO1Dl5RtXefW2U/jlHYuZv6zN9KlTuP/+364R8v9Xg/ceY4TfP9Bi1rYOrBbM4wZCvWChN7H04VmFJ0VIkMiTE4TQra3hCkklKxZcE1GCJ3r76eAdPzgPai7YoPoRaAm0loUgINXw3BaZUr8QWnXwS6C8OgSx1gZWfr4QrMUbwWsLTBXRYYyMgK2jLAfv8daTJWXaUR1oo6aOMzGiLYytoEU2UyXD0Y9g8Ayh5AVr3EHhaKQYgmpvE6GMp1nodFbwDOMYJmQqheATP1zkS4uMMV3BTYqRQvtzJZ4WWjgiOTI8qzDUCwJQiqGGZwTxDvGgugoDGC3GljcxuhRsDScpDsEX8lihR5aiTF7GM7RmjO/9j3PwTvnG1781Frfb38UBBxzAZZddxlvfeihJnHLSl4/ES14oI1RRWngdoZxnROkybL4Mq8HtTLsiUmmQTd6c1M3EpC0qA0PYFfNwXRXSegWfLSF2/XQN/hGbDyJdLTDzIa7B4DLIHVCC1tKQwc9Xw8jTENeBpWBXQezRqIGKQrwSpI7HEqVP0YpLfPrDF3Lp925DxPKuY4/iy6edQblcHuMz28H/GQiFLXIH4wGdALWDteK4445jpNFm3oKcnkk78IYDtmL33V/NPvsdyqTJk/9sXe89V/zou3z7nO/z8zsf4XW778d1p5zGFltsMUajXzeoVqsceughHPeun/CpE29mxoZT2GzLiWw/Zzqv2/OVvGzriYEQIpXCuDNkiRweQ4KiIAnOVoAklKF9E9EUb+u0a5tQai3FDuYhEK1ZwEJegmz0bwncKqiVIeoKDOn6c8r6WSWUXE0FJGXUtx0pB31WyjhpI2YingQ14OINaMZTUPGoGIypBza1hjYCL6FnM/SLtkNmklHSU1JkMEPmToospKMdenOJCCX7UhG4xkVwCkJS9IHGCBmKxVApGPwtDCVcUfYfDSTDefQh8KdJ8KkvARnoCBGKqqPUXEyU5uTlHrx1KGXUJjiJsKZMRImcNsH2M8zBFMeAhDtufpwrfnQXV/3iinEdMB1yyCFcfPEPOOKIIyhX+zjhv96Aw2Kp4siDRJnLiPJ2McccNCft2pjBymyINyQ3gwhCPq2CGdmMyC2me9UjSLYIEUVyi5gYurrDPWF6wPWAdoHtBoZBoqB1WqpCpRdKlaCn265B3eGSqXjTRM0M0BFyYvbY/kssmr+KT3/m03z6kyf937bb7GCM8Cfv0Q7GHp0AtYO1Yq+99mL27NmceOKJf8a2X1uzvDGGNx9+LG8+/Nh1Pcwxxw9/+COOOuo6br31Vu69917uvetBrrvqfj770StQVXp6u/jSN4/m4CN3RHAYykW/oyk0N0uhHB8lkBtEurBCsH5U0Fof2moj7RwGhiApheAyq0BcgaQK7R5oJUFYP6pB0g3eg8RBpiqp4COAHJEKsWZkJOSmhmqM2Ay1k1CtoEZx0QZguhBblMgpASUoPOrDHDwUQZxgifIWTkLQN8rWD+X2uCjfl4ugMsJQKsTkQwgaeg8SAhEpR4iwJEUPaegbFcpF76RicMWYFFMQnEbL1xSlbJtr8BinjHolaTWJhpto3BP6L42gGmElHFukhKUMa4LsIImV5xknvPsSfnThbbzlLW/hDa8f/1bZhx9+OI10Gce+4yNce8Xv2eegl3PkMfsxc6NeojwnchDOd7A/xWU06y/HJRUiSbBFX3DkM8rtZ0maz2D8VJAkmEoktfDcCXgb+tJtJYju51WgFtpKkjpkPdDVB5UuaI5AXkLFAl3h+JJgtc0+u1/CswuHmDfvCaZPnz52J6+D//MI92cH4wGdALWDtWJUb7GD54cxhv3335/999//r9579NFHOe3LX+R9c88kdXM59KgdMYXMUWBXRzhGcIwQaR7K4ZKDtDCkxOlyTGMI0QrISBA49w50ANJ+qFeh2gC7DJIyJCMghT1qqYYyhJouNFHUDaMReJNh1RFlT6NSJzOGNI4QyYEIZQT8CiLatCVGzJ/GGIJRU5TYMwwRkOLwVNJlxL7JSGUGYrvwtAsbzkCcyhkpuk8BUnKGMIWl6WjOIpT1M6BFYN4PQ5ENDc5PwwDkNDFFUOpoFWNq4BjGkGBUMG4ZpdYTWO3GNJ/Brl6Gr29CboJov5oI9UO4Isj2aDGmGoYG0OanP7qLE469BO/h/O99l6PmvuMlv59eLBxz1IfYYvZOnHTyiXzvW7dx+uevYcaGEzjuw6/hg+/aglgyjFsJarn/qZgPfPpsuuolzjp/LtXunDgbojayjKj1DDAASVdwjiILfak0EN8PUgHfguZKqEagDhpLQKZANBhIfkOLIJ8c7lvpxTgDrECiNkqFh592/P4PS3nyySc7wWkHY4zQg97B+EAnQO2gg5cIW2yxBQcdeCAXnP99urvrBYko9Ft6skKEnrBMPdBG1AddVInwySRMugp6JkErh8EBAlO/CWqCVqkOQbkriOonPUF7khG0NC2w+52HQZChhejEjdDuEqlvYKUvvC89iFRR2mHfDCJFjhdShFFCkGKwQYu1+AAPQWWQJmpWNiRuLyO4GZUIovGBre9oYogJAvkxIehsI9SL8r5iiAg2nVUEwZEWmddWkWeNC1/57hAcFecyBMq9jH6xiBqM6yfOhsM6oiBVNGuSR2XS0nScATGT8aLBNEAMjhY3XfM4F597J/0rmjw571mWLx3k7Ue+jQvOv2hNFWF9wm677caN198GwFPzH+FjHzuBL3zqOj7/yWvZc+9t2HazNg/Py7nmmid42RazWbJoHnu+4nN86eRteNnL+pDc0W61mNBnmbVZN6IVhEWoKWF8Cj5HqAMroVIHLPihUNrXQaAPTC+4ZUAS2NEiqKngozZpvCka9XHDbQ9QrVaYNWvWGJ6tDjoI0LEp8Xd0UNeC9e9Tt4MO1hN85+wzec/x7+Md792TA978GnxBvFEslgxLJbjAawvrQ98mRohcP5EDK5Ug40MvDCtoCpXuwLa2LejZAEwzPDdJkIdyHpwC3WAbiKsieY5ID2gN1RrO5ORmcnhtAps6BI7lImiuYjXGF+V8j8XQhsLb3RCyvcGpyKGkiNTwEcR+CLVlPDlCWpChLIasMBEtF2X5P0k4heCyhKWKUClknVzRmRpaCEDXbG+1zJ/kpirYYoy2cIVyto6NPY4WxnfjK1X8xhZkMlbBuiZ53IWQY0gxVPnMRy7kvDN+zVZbb8UGU6bxloP35KMf/SizZ69bx6iXCrM23pKf/vgqvPeceeaZfPNbX+Peu1bQVa1yySWXcNhhh7FgwQL22fu1zD3+brLMrVHb8V4ple7gG2e8kaMOm47RCXjTwEQNxPWCzSEqBdmzvB1E960D6Q1BqU1BqiA9YGuo7SKPKmjUhzdTmfWyEdI0HdsT1EEHoxgbklRHB3Ut6ASoHXTwEuGmm24C4EvffltR8s4ImUVTMKpj1IPoCJ4KgkVFigxpjtchjDQRl0M6DDSLkv4IVBSqWSipkgfpqZHleOkHHCIN0DZkUehHTTKIB0FXY6SNI8ZHghclMwaRCKPgfQ7i8SbC04CCiR9K71HBns+BtCjJ54U6gQc/SJwvphVPwdMGshC8khc52RywxXYOcEUgS7FOHloM0KCAoIJRg2gOfjWxgpEmTgcQapi8B3yKl0ZwSZKssDSFdtxFRNDoTfJhlAwXlXGmjDdh/6NjzPIG553xa86/4DscPfdf+zvCGMP73/9+3v/+9//VextttBGPPPr0Xy1vtVp88pMf4Pj3fJfFK17HCR/aiCQdCpq/bhBpN6C9ulAXy0PJP88gXQmuH2hC1AZpQG4L6S4fFBgkI1eHqr7kc++gg78HZcwyqB2sBZ0AtYMOXiIcfczb+PHlPyE4IQ0XElRBPsljQfuJtQp5P840kXgqTlOcKZHkbdSvBFsKjk+9DhIDsrogpKThC98YVFeibgrqc6jnEE0JpWvfwEdxkKZqGmgth3gCXgz4FSB11LYwvom308ilidpejCQgDm9ilGEs3YWo0zARdXKGCvLSaN9mjNIkixKcmVC4FcW4op80KJIOYqgj5DgaWKp4hvG0i+K8xWMYlaNCFdVBTF7G+Ab4JZRzxQ4sojlhBho1EVUUwTGIpQevSiYjxNRx0iCNJ4Xz45chTCSNu0hjUCkjDGJIcOTcfecjiMi/fHD6z6JcLnP66ecya/ZmfPiDn6TSPYn3vHNTqo0lqKxANIbmMKgNmdLBJVCeANKG9lKIJ4AsC33U3kCzQeKrGL+cflPlUx/5KbM323isp9lBB4CMVQa1g7WgE6B20MFLhIcefJg4ibDUuP3mxzjpI5dTKiUc+o5dOOIdu2CS4Hve1VhKZifTTnpCm54dAW2gdlIIJiVCbC9SHgIqqOnCSwm10xBTRqngaxPw1BGeBZmAyVLEVtGkhrMNKKeY9hLiQYPrK+NtDexkwEPkiKiRU3SXSo1cAoXL44qyf0aQh6pj1+QZKgXr3gBJaDMw5SAGT0zIFleLXlJXlO7LRLSxdBX5VFNkLJKwX1UMZcQ1QQVLF5ErtFJNH5qkWOnGMRHUEGuElwhDGchBI0S6ERGQHE+dZnX7kLU2FYwoQpvA9g/brFyWEUUd5u7fw46veBUAm26+EUZriHSD5NBVB2lBow55D5gMfAz5BDADwUI3L0FaAtPNkoUN3v+lu7nj95DB03sAACAASURBVCt4duk1dPd0c/99d4/x7DroIKCTQR0/6PxU6KCDlwiVUg/tVsY2047nkD2/TE9tKqWol5M+9EO2nPBh7r3rKdQaGtUNSSuTCKVtSOMeWpXpZFEPuSnjbIyLBJeAi4U0icmSLvK4QhZ10Y5qZKZKLjFtUyUzNdKkm9zGOBuRd1XJ63Xavd20u+p4k+BEwvGswRWBaLDzzEAzRD2+KMOHUrwv3vdQPLToPw3EqNAzGtYK+/NFaZ9iuzC70eUh9xn+ju4zFH5tPkySrqDSWkSSrcS6fqJsNao5ebUbNMP4NkZHxxDGqIXkVDhO8dwo3mpwihJXjMQ955Fz562P0DeheyxukfUGjUaDNx30Fl675+bst1udUr4Ccc3ih0QOWQtcCqlD0wx1HtIcGinazNGRnLQ/5eNffogZr/0Fd947zIEHvZUbbriR1av6mTlz5lhPsYMOCpgxeHSwNnQyqB108BLhve/5ANttty2X/fhiDn3LYey+695AMDbY7/V78YZdTuXkrxzGuz60E0Y9oqtQaZFZwZW70GQzSu35lHUQIQM1uHgSXh3We+L0WaQ5jK+XED9I3MhpdveQRwNYqeDE4iQrhPULqSAjZJKhVlAGySVkET0rEaJgaUqGaILzDmuqeEbwNAvhfcUxsqYsH14PFSX70HNqqRV9pm2UiJwWniajgSx4cvoLwlgzCO6rx+twkY3tR9xKxK8An4YSv+tH8hwT13A6jPoh8JPxJKBdqIwE6S4xhUrCMCHgjRAcjgaGLvTPxjiE0uaeO55miy22GqO7ZPxj3pP3MeeVuxPHcOkFO1BqPQo+RdqLkbwHGk/C8GpwOdocgcEVQaC/qmgzh9XPQGUix53xMP/zRJ2Lzv0KR7zzo2M9rQ46WAuC0kQH4wOdALWDDl5C7LbrHuy26x5/tswYw6+uvYlTTz2VT3/8U9x+w3384PK5+CS48nhpY6SO2gp54siMIH4QL22EaagfAYmIxGLdAirDachaRhtC1AtG8UxGTY08SXAmR/QZMBPw0gOsBip404tIuXBgEqALiwe6EEpYmlh6cQhCiqUKWCwRSqsI+ErAUNFfmqE0CtmnwMq2dJOTFduAoYZohGoLQzciFtRhXCjxG2IiF1j9YiYiDuJmjFkxQjahC1/aIIjEy0SQCVjfxEg3TmKMUQwVgoFAXIylhlIGBjHUCJnWESy9QM68R5fw+zsf57zzTlwn98P6hhtvuJb99j+ArbeZzi3X/we19F4km4x4i7g6+GmQLwumEHEvZBnUYjRL0Xga4mvQXArVGdzzxP1ss8UmneC0g3EN7WQ0xw06V6KDDsYIJ554Irfc8j/cctMTbL/5qSxfvArUITpa7AcfVcjiiWTRRHJbBxOjJsHZMll1Eml9Ou3qBrS7ZtDq2Ygs6sbZKs52kZsunK2RJZPI4j68KYFJUFNGTRlsUnRb6ZrjAUUWE1BfsKu1YNrLc9b5S8Zr8HvSYi0p9qiF7mtYQwrdU4+QBb1X18K6ZsgQk2LdCNalWA3bGnWYdgu1MZqU1xwn6GlGjLYboA7jc0QpRqrFGLUY6ei89E/v+IzD9v4m226/Fe94x/ojwr+ukKYpb3zjQeyz2wTuuv4gavQj3iFth7RyaGWQechd+JsC3qJegxVvaiAvZM9UOPXYzbn3gXksXLhwrKfWQQfPAxmDRwdrQyeD2kEHY4jddtuNRQufYeed5/CKl32G7/30Heyx/5YYIjxtlBZiIiBDNCf3w4iMINrAEZNXEgSPNwne5DgzgqdMzBC5ycklIYsF9T0YbRE6Th0iaVG2BxgEKoS+zZFiZHHhGBUVpf8GoUQfFXJZWcG8z1CaCHEh3dTCFeuE5baQj8pRIMLjGcb6URb+EB5f+E21yY1HvCAMYbWBMxZfj6FiIXF47Ud1AC8JShfKME4NarrIpYlBiPM2cXM+ja4NwfxpjEEmKzy//75nOeqgs+hf3eK3t187Bld+/OPww95MHHmu/NpkzKrHQByky8E4SNshM2oE2g101QCYNqhCqwHtHNUy3q5ESxlETfZ7dc70yxOO+o+3ccNNt4319Dro4K8h0rE6HUfoBKgddDDG6OubzCOPPMncuUfy9jecy6XXfpQ99t0JJcXQjZcSYizeR2AiDF2IB6SC+Cql5j00qzviTE8okmuFSmMelGs0bR9qEjBTcH4Y77uDvBQNhAlB9kqFiG4cIygVhB4UxQRSPVa6Cf2cvijlDxDcouoo/Rh6UGJCjhQUy+oVGYsWLmeb7bqJTC+OVUXfZwzSRuwEnAs8ftEMR4JhEir9KNUQBLkclWloMgxxDGY6Xluo9OClF5UyMAHFAhOwJg7EJzuNZlcZJeK+u5Zx8w33cN/dz/DEoyt4duEKhgYbeFW22moz7n7iQaZMmTJ2F3+c4sYbb+SnP7+Gq769PUa7oTURdCkwEeIuoAS+DRoBG+N6VwIVIu0CPw9NptKavg0jm21AZMrYgX78QA891Tu46Td3jO3kOujgefCvUOIXkT2AzwMPApeq6s1jOqB/Ep0AtYMOxgGMMVx88Q956JH7OeVTP+Xf9p2DIcJgAYsKiK2AM2BBTRXva1gxtCubobaCSAkvDtUy7dJUXNyHZBEGCS5MJsKYwqVJyxhvcCR4m4Em4FMsZYLHfYrBBFMqRk1LywjPkXQqaFNrxohlaHCIN+z8JeY9uojR0lW9u8r0jXrYetuN2GX3bdhr/43ZcKNeRBzWZaiASqkwHSgHnVdNcFEflhrqLSo5YsuoOlR6EFNFpYzaBE9W0LUMloTcGd5z5MVcdfnviuN3MX3GBmy1xY7Mffsc9thjD+bMmbNe2peuK3z1q18F4I3v+yPd9RK7v2Y5p3xiNltu2Uc80sakcdA8bVkggloJjScFxzPpAauUBlbQdjWq/Qv48Xl38u5T72X27E258YYbx3ZyHXTwfBinJCkROR84AFimqi9/zvL9gDMIVhnnqeqphL6mYaAMrLc9NZ1P6A46GEf47nnns9OOO3PHbfey025TUEqFTagCKWos3htU2lhbQolwtgvwIBm5aaISk0V9OLLniDj5gjRUCmx32mASPClOWoVu6TCOdtGrmQcRfXVoboK1JTHGCLmOAA6LwUmT4BKV0mi12Wv7U0hbwn333c/WW2/NAw88wNXX/oTbb7+NP971BNde8Uc+8Z4m1hr6JnSx+VZT+PhJe7Prv22LVw+4EIwTY9Wgvo23HmdKqK3iiVDxiJTxqZJLCppipFEw9Q1v3ecr3HPnE1z8w4s4/LAjx/Bqrr+4+uqrAVi8eDHnnHcW37/o++yw19VMmVxl7r6TOelN06nVG4gTqGZEbikMDQB94FYgSZl0w82RdClXX3Qrcz/3EO9+11Gc9pUz6OnpGdvJddDB30TQJxmnuAD4FnDR6AIRscC3gb0JgehdInIlcKuq3iIiGwBfA45Y98P936MToHbQwTjCK3aYw6t33YkT3n0x//Pg51CGEapYyUOmUHrwtg2+F9Uuctqh1E8dMWWseASPUAUC4Uo0QWSU0R56SlUCVSmw9R1CYNw7lmNwsIYF3xOITmpCZsG78PGtFkzC7b9eyAVnXc+CJwd5+smlJHGJhx9+dE3ZfLvttmO77bb7szlmWcZNt1zHDdffwK+uu55D9j6b2ZtP5ZJfHsuGG09DpYIzllwrGOlGfAY6iDcJYnpRH1jjIglGmhjpgWJet97wKL+5+WHuuvtOdtpxzrq9eP+CmD59Oief9HlOPunzLF68mM985pOc++Mf89UfzGfnLXu4+qu70FdT8spGRE1FMgfVBCoJUuqi1lrAtEmKGGHeE49hzLj98u+gA8az1amq/o+IbPIXi18FzFPVJwFE5FLgIFV9qHh/NVBaZ4N8kdH5tOigg3GGr3/tTB5/ZBErlrUwajAaATFSODQJ5VCut2WwVbC9qI0QKRVuTRLWIcGoIC5CsBiCy1NQMC0XBfokOD05RYmK90tFj2lCcFsqIQqRj0Bh1dKUI954HhuW38Xb9vs6jz80wOxZ2/GuY45j/vxn/m5PZxzH7PPvB3Daqafzhz/cz4IFC4htjddscQoP3bcUY0pgLGLrYCxqu9GoD0yMkRJGKogkxTkJLQfex/z+t/P5wbl3MnmDvk5w+hJg+vTpnH/+hfQPjnDjjTcxf1WJrefehvcxuZ0C1S6ol5G+XrK+GWilFzMMr9mxj3t++npuuuUOrr3q+2M9jQ46eH6IWfcPmCQidz/n8UJ9l2cAzzzn9UJghogcLCJnA98nZF3XS3QC1L8BEbEi8gcR+UXx+gIReUpE7i0eO/yN7U4TkQeKx2HPWb6NiPxWRC4UCXdksc9FIlIqXk8SkafXwfQ6GMeYM2cO06ZP433/cTaqDVRTXMGQV9qoDlEeeoC4MR9Ps1jewtPA0UZpQ7Hci0NtTk4LV6yntIr10mL7Nt6mQLtYJ+zD00BpAA1giFWrVjH34G/z8pkn8OgDyznzzLNot9s89sjT/PxnV3D66adTq9X+4fnOnDmThx58jN1eN4d9d/4899/7GM43ufbKu7jgrOtZtnwJXtqoNPA0cSZHpQ1kuGLM7z3yWxzwmi/zy5/9gT32eO2Le0E6+CvssccePPn0fAaGUz78zQcpp48jUT+UBnF1B5MyLMug2kLbg+wwy7LPrpP4/KnfpNVqjfXwO+jgbyAI1K3rB7BCVV/5nMc5L3jAfw1V1Z+q6nGqetj6SpCCTon/+fAh4GHguR6IJ6jqj//WBiLyBmBHYAdCWv0WEfmlqg4CHwUOBN4G7AOMats44J3AWS/6DDpYL5GmKVtsviU3/fomjjviR5xzyQcIpKTApAcJDHvfBCYSbqFCHxQPmDWqpioGlVEtUlf0shqCYD3FUoeVLpx4vFZBEoyG4yjKwGCTj7z7x1z9s/uZssEULv3RJRz6lsN4sXHDr29n99fNYc9XfBYRwVihlCT853t/QK1eZpvtN2K/N+3Aplt04zJLrTqJnffqQYzjll89yLHHHsM555z3oo+rg7WjXC7zrW99g2OPfS+v338me7+iCxXB9ZSIh5ZjVyvqVkOtBKnjklNms/txS5g0sZc5O23OVtu8kncf90F22GGtv/U76GBsIGOSt+sRkXOAq1T1qn9gu4XAhs95PRNY/KKObAzRCVDXAhGZCbwBOIUQWL5QbA3coqo5kIvIH4H9gMsIDLtgEv7nv3q+DnxERM59McbewfqNNE2ZNWsWQ0NDvO1tb+EnP/k5r9v2ZK66/UTq3VUEC9LDSPfLMVSJKIcAk1oQtkcw9OJRTNESYIgQ+lBGMMSsWuH5/Ik/4jc3zCNt59S6E7p7a/RNrDJpShdTp/YxeUqd393+KPfcMZ/Fi/qZNHkiF154EUce+dKRjgThtlvuZtmyZSxcuJAddtgBYwzLli3j/PPP54orf8xXT76KdpohIkydOo0F8xdgrcFay5FHzn3JxtbB2nHMMcdzw/W38KajL+OhPxzHjMkTiYd/j7W9YMpIYzl0bwRxRK/JuOm70zjjh13c9LulXHnF5Xzn7O9x8smf46STThrrqXTQQYEx6UEdUNUXWtZ/Lu4CXiYis4BFhATY21/UkY0hJDjFdPBciMiPgS8BdeDjqnqAiFwAvBpoAzcAJ6pq+y+22wf4LIFRVwV+B3xbVb8qIq8AvgM8Dhylqq7Y5y+A1wO3AlcBd6vqJs8zNh2razY0NES9Xh+TY7+UGE/zeuMb38itt97KggUL6O7uZsGCBey8y6sYGhzg8ps+wI5zNkOJUQYwdGOIyBkoekfLOFZi6SaI7uc0h2K66oLzOddddTff/OJN/OGuJ5k8ZQL77vfvTJ44jUVL5rFi+WpWrlrNYP8QQ0MNWs0WG0ydyO6v3YV3Hv0Bdtttt7E+NX+FoaEhFi9ezJNPPsm+++77L0PAGU/34wvF7I0nUU1yfn/jW7D5UxgTQdYDSx8B0wc2Ad9iyPVQn+yhUgZdyhkXeT762Tt57LHHmT179lhP43+F9fG6vRD8q81LRFDVtUahO76iW2+95ZXrekjUem66R1Wf98AicgmwBzAJWAp8VlW/KyKvJyS6LHC+qp7yUo93XaGTQf0LiMioztg9hdjtKD4JLAES4BzgP4H/eu62qvorEZkD3A4sB35LqM2iqn8Adv4bh/0icCVw9QsZ49DQ0AudzouKkZGRv7/SeojxMq8lS5bwxz/+kUsuuQQRYWhoiL6+Ph55+FGOO/4YjjvkUvY/aAfec8K+1Psigt+JBo1TDILisMVyw9Jlw1x7+eP8+pp7eGb+ckDYYsuXcd1132KXXXb9h8Y2Vvfc82FkZITp06czffr0cXMNXwysj3P5xTU3se/+b+DX93h2nZHw/9u7++gq6juP4+9vEgIkPEQIKooxtggoihYQH3pKXamVuhYfaXVXt7ag67F61D3WKkcpC+t2V91T8dTHioqFUl1061P1qCi4LoEthVQD6UIVCREVkefwlHC/+8cMdLjemwSS3Ln35vM6Z07uzPxm7vd7J5n7y+8385uCLt2D8Wwb+8DeHkEFlS40JEphSxM0dAHrwY8u68/0J9axePHinH9gQi4et9bI17xSMuJ6klSLXfzufkWa5b8Hft+RwcVFLahJzOznwFUEFctuBNegPu/uV0bKnE3YstrCvn4DzAp/gVKtfwp42d3nhmUXhvutbGafakFtZ9mQVyKRYODAgRQWFrJq1aqUZR566CGm/PNkNny+kaMG9GXAsX0YOKQ/pT0L2dsETY1G/ZrPWLtmI59+vIWtWxo44cQhHD9wENdccw3nn39+3rQyQnYct46Qq3kNHz6UXsXbmT/9GGjqCt36we4tsGsrdD0KEhvZZqX07N0d2AjFXZj3hz1866p5NDQ0UFJSEncKbZKrx60l+ZZXsy2ow3v5OwvOyHRI9Oz1RostqJ2RWlCTuPsdBK2l0YrolWbW390/MTMDLgJqkrcNB80tc/cvzGwYMAx4vZVvfTetbEGV/FJXV8d5553HZ599xpo1a9KWu/7667n++ut55513mD3naZav+BPvvrmKxsYmCgqMgoJC+pSXMfTEYVx1xdeZOHEipaWlefXlItnr5JNHUvX2y/iWBGbbgN6wZw/s2g7WBAW7wbpCUyMUbGf7tq6Mu/Z/uPTisTlfOZV8YXg8N0lJCqqgtt5sM+tHcAV1NXAdgJmNBK5z94lAF+C/gzosW4ErwxumWuTuy81sKcEoANIJVFVVMXXqVF5//XUGDhxIdXU15eXlLW43evRoRo9u3VBK2dg1L/mpfs2HlHYz2BUMAUbRbtizCxr3QJfd4Ltx300wQEQDo6+rpVevw3h2rv4vl2wSy01Sh3oXf15TBbUZ4fhh88PX56QpswSYGL7eRXAnf2v3f3XS/CWHFqlksw8++IBrr72WHTt2YGZ88cUX1NXVsXv3bgYPHszMmTM79O54kY62fft2Fry7kF/dOgwr7Q57e0GXUmAnFPaFrj3wHbtgVwlQwsT/2MB7K7dSW/vnvLrsRPJBLL+Ph3oXf15TBVWknSQSCWbOnMnMmTNZsWIFmzZtorKykuOPP54FCxYwZswYEokExx57LJMmTeLSSy89pIHtRbLNz392A6XdCqk4vIwfT6/l/dW7+PYZA7j5oiJ69CoHb4CCvST2JvjmrW9SVbuZ55/9NccPGhR36CL7OYZbdj7qtDNSBVWkHdTV1TFs2DAaGhoYMWIEEyZMYNSoUdx33328+uqrXHDBBbz0knpuJD+9u3ApWxsaOe8nCzjyiHKOObqCe377IZMfb+Co8q58pX8pA4/qxvJPS1j+4U6W/u9CTh6eblATkTjl1ED9eU0VVJE2ampqYvjw4Rx99NEsW7aM4uLi/esuvvhili9fzgknnBBjhCId69fPvMyGDRsYPvzAS+hramp48MEHWbFiBfNXruW44yqoe2sxffr0iSlSkebF1IKqLv4UVEEVaaMZM2awbds26uvrD6ic7jN06NAYohLJnIqKCioqKr60/KSTTuLhh//6FOd8G7JI8o0RUwuqpKAjIdJGs2bNYsSIEXTr1i3uUEREpA0cy/hE2MVvZt+NO/9sohZUkTbavHkzQ4YMiTsMERFpq3jGQVUXfwqqoIq0UVFRETt37ow7DBERaRPDieVRp5KCKqgibTR48GCqq6vjDkNERNrCAA0zlTV0DapIG1144YWsXr067jBERKQNgmtCCzI+SWr6ZETaaPz48TQ2NlJVVRV3KCIi0iYWw6SbpFJRF79IGxUVFVFRUcGjjz7KmWeeGXc4IiJyiFw3SWUNtaCKtIOxY8cyd+5cNm7cGHcoIiJyyGJpQZUUVEEVaQcPPPAA5eXlDBkyhO3bt8cdjoiIHDQLhpnK9CQp6ZMRaQfFxcWsWLGCwsJCjjjiCO655x4SiUTcYYmIyEGIaaB+SUEVVJF2UlJSwtq1a5k4cSJ33nknZWVljBgxgssvv5ynn36aPXv2xB2iiIg0qyCGSVLRJyPSjoqKipg+fTpbt27l5ptv5sgjj6S6upprrrmG3r1789xzz8UdooiIpGS4ZX5Cd/GnpLv4RTpAt27dmDp16v75RCLBhAkTGD9+PGPGjGHOnDmUl5fHGKGIiHyZ7uLPFmpBFcmAgoICnnzySebPn09tbS39+vWjrKyMU045hRtvvJEdO3bEHaKISCdnuBVmfJLUVEEVyaDRo0dTX19PTU0NkyZNorKyklmzZtGnTx9VUkVEYqdhprKFKqhpmFmhmS0zs5fD+afMbLWZVYfTqWm2qzCz182s1sxWmFlluHyomVWZ2UyzYFyJcJ8fm1nXcL7czD7KSIISq6FDh3LbbbfxwgsvsGnTJoqLi5k2bVrcYYmIdFoOetRpFtEnk95NQG3Ssp+4+6nhVJ1mu6eBe939BGAUsD5c/k/AOGAJ8O1I+b3Aj9ovbMk1O3bsoLGxka5du8YdiohI52WAWeYnSUkV1BTMbADwt8DjB7ndiUCRu78B4O7b3X1fv20hwT9oCQ5s078fuMXMdMNaJzVu3Dh69uzJ5MmT4w5FRKQTM7WgZhFVilK7H7gN6Jm0/G4zmwzMA253991J6wcBm83seeA44M2w3F5gOvAKsAp4JLJNHfAucBXwUmuC27Zt28Fl004aGhpied+OFmdeiUSClStXMnv27A6JI1+PGeRvbvmaFyi3XJSveaWnFs1soQpqEjO7AFjv7n80s7Mjq+4APgWKgceAnwJTkzYvAr4BfI2g4vkMcDUww92XAaenedt/BV4kqMC2qGfP5Hpz5sT53h0prrwSiQTr1q2jqqqKc889t0PeI1+PGeRvbvmaFyi3XJSveaUUz6NHe5vZY8BL7t6qhqrOQG3LX/Z1YFx4s9JvgXPMbJa7f+KB3cCTBNeXJqsHlrn7h+7eBPwOGN7SG7r7X4Bq4HvtlYTkhoKCAu6//36mTJnCvHnz4g5HRKQTy/xjTsNHnW5x92tVOT2QKqhJ3P0Odx/g7pXA5cBb7n6lmfUHMDMDLgJqUmz+B+AwM+sXzp8DrGjlW98N3Nqm4CUn3XDDDYwaNYq77ror7lBERDo3K8j8JCnpk2m92Wb2PvA+UA78C4CZjTSzxwHCa01vBeaFZQ34VWt27u7LgaUdEbhkv9NOO421a9fGHYaISKcWUwuqpKBrUJvh7vOB+eHrc9KUWQJMjMy/AQxr5f6vTpq/5NAilVx36qmn8sQTT8QdhohIJ2Z6slMWUQVVJAucddZZ7Ny5k0QiQUGBOjZEROKh82+2MHePOwY5CGamAyYiInJo1oT3mHyJmb1GcAlfpm1w97ExvG9WUwVVRERERLKK2rJFREREJKuogioiIiIiWUUVVBERERHJKqqgygHMrMzM5prZn82s1szONLOjzOwtM3vBzHqE5aaY2cdmVh2ZyuKOH1LnkKLM2WHMy81sQWT55Wa21Mxujiz7yMzej+T5QKZySYp5cNLnvTUaZ1jm783svXBaaGanRNblem69zewlM/tTeNx+GFl3S5jb9yPL9ibt8/ZM5pQU23IzqzGzOWbWLU25y8zMzWxkZNm9ZrbEzL4Zzlea2c6kvP4hU7m0hpndFOa6fN8xzLVzCKTOI0WZnDiPmNkTZrbezGoiy/qY2Rtmtir8eViK7U41s6owv/eS/r6GhutmmgWjzZvZU2a2OpLjwsxkKHnJ3TVp2j8BM4GJ4etioAz4N2Ao8F3gunDdFODWuONtbQ5J68sInvBVEc4fHln3O6CQ4DG3PcJlHwHlceeVlEMh8ClwbNLys4DDwtffARbnUW6TgH8PX/cDNobHtwfwG4Jh816IlN+eBbkcDawGuofzzwJXpyjXE3gHWASMDJcNAe4FSoBnw2WVQE3ceTWT70kET9krCY/Hm8DxOXgOSZlHUpmcOY8Aowkeu10TWXYPcHv4+vZ9f1tJ2w3alzdwFPDJvvMpMCP8O7wRGBsuewq4LO7jpyk/JrWgyn5m1ovgRDYDwN33uPtmghNtIpyy+rEXzeQQ9XfA8+5eF5ZZH91F+NPJ7lzHAB+4+5roQndf6O6bwtlFwIDI6pzOjSDunmZmBJXSjUATB+aVjYqA7mZWRFDhWZeizDSCCsOuyLJ9f3fZfryiTgAWufsOd28CFgAXk0PnkFC6PKJy5jzi7u8Q/L1EXUjwzzzhz4tSbLfS3VeFr9cB6wkqpRAcUyd3jqnkGFVQJeorwOfAk2a2zMweN7NS4JfAo8B1wKxI+VsiXTlvxxBvKulyiBoEHGZm883sj0ldpM8DS4Al7r4tsvztSK63dGwKrXI5MKeFMhOAVyPzuZ7bLwkqDusIHjl8k7snwlzeJ8jtmUj57kndx9//8i47lrt/DNwH1BG0Pm1x99ejZczsa8Ax7v5y0rbLCSq07wIPR1Z9NSmvb3RoEgenBhhtZn3NrAQ4HziG3DqHQPo8onL9PHKEhCUp4wAAAz5JREFUu38CEP48vLnCZjaKoMfig3DRdOAV4Ewg+jt9byTH2e0ftnQacTfhasqeCRhJ0CJ1ejg/HZiWpuwUsrB7rjU5EHxZLgJKCQZlXgUMamafH5FF3eAEXxIbCL5g0pX5G6AW6NvCvnImN+Ay4BcErTUDCbrOezWzr2zo4j8MeIug1akLQdfvlZH1BQSPU64M5+cTdvGn2V8lWdzFH8Y4AVhKcMnCI8Av0pTLynNIa/PItfNI8u8OsDlp/aZmtu0P/B9wRgvv8RTq4tfUTpNaUCWqHqh398Xh/FyC65ZySWtyqAdec/cGd99A8AV0CrnjO8BSd/8s1UozGwY8Dlzo7l9kNLK2ay63HxJ0qbq7/4Wggjoko9EdvG8Bq939c3dvJGhZOyuyvifB9Y7zzewj4AzgxeiNUrnG3We4+3B3H03Qrbwq7pgORSvyyPXzyGdm1h8g/Lk+VaHwsqlXgDvdfVEG45NOThVU2c/dPwXWmtngcNEYgpsAckYrc3gB+IaZFYXdd6cTtDbmiitI071vZhUElaCr3H1lRqNqH2lzI+gmHwNgZkcAg4EPMxTXoaoDzjCzkvDa2TFEftfcfYu7l7t7pQePX1wEjHP3JfGE23Zmdnj4swK4hJYvRclKrcgj188jLwI/CF//gCCfA5hZMfBfwNPu/p8ZjE2EorgDkKxzIzA7PDF9SNBqlc4tZnZlZP4id/+oI4NrpS/lYGbXAbj7I+5ea8Ezl98juMD/cXevSb87ILh2bG/4+j13j2Von/CL8FzgHyPL9ucGTAb6Ag8F9SGa3L2l1rhcyW0a8JSZvU/Qzf/TsOUqne5mVh2Zf83dMzrUlLsvNrO5BF3FTcAy4DEzm0pwfeKLh7Dbrybl9YS7xzI8WBrPmVlfoBH4sf/1pr1UsvUcAinyyNXziJnNAc4Gys2sHvgZwcgKz5rZBIJ/pMaHZUcSjLQwEfgewU2nfc3s6nB3V7t7Nenda2Z3RuZHufue9sxHOgdzz9YbX0VERESkM1IXv4iIiIhkFVVQRURERCSrqIIqIiIiIllFFVQRERERySqqoIqIiIhIVlEFVURERESyiiqoIiIiIpJVVEEVERERkazy//NaOw5ukSeoAAAAAElFTkSuQmCC\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plotting:\n", "norm=colors.LogNorm(vmin=1.5e4, vmax=1.5e9) # setting range for the log-normal scale\n", "ent_adm0.plot_hexbin(buffer=.3, norm=norm)\n", "ent_adm1.plot_hexbin(buffer=.3, norm=norm)\n", "print('admin-0: First figure')\n", "print('admin-1: Second figure')\n", "'''Note the small differences in eastern Switzerland.'''" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Export Exposure Data to CSV \n", "\n", "The method ent.to_csv() can be used to export any CLIMADA exposure entity to a CSV-file.\n", "\n", "Please refer to the exposure tutorial *climada_entity_Exposures.ipynb* for more info on the export of exposure data!\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "'Examples for region_id:'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "'Burundi: 108'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "'Tanzania: 834'" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "'Rwanda: 646'" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Export LitPop based entity to CSV:\n", "# set output path:\n", "import os\n", "from climada.util.constants import DATA_DIR # default CLIMADA-data directory\n", "output_path = os.path.join(DATA_DIR, 'export') # subfolder export\n", "if not os.path.isdir(output_path): # create output folder if it does not exist\n", " os.mkdir(output_path)\n", "# set output file path:\n", "output_path = os.path.join(output_path, 'LitPop_Exposure_Burundi_Tanzania_Rwanda.csv')\n", "# Export data:\n", "ent.to_csv(output_path, sep=',')\n", "\n", "# display('Exposure entity exported to' + output_path)\n", "\n", "# Note that the variable \"region_id\" in the exported CSV file is a number identifying the country, i.e.:\n", "display('Examples for region_id:')\n", "display('Burundi: ' + str(iso_cntry.get('BDI').numeric))\n", "display('Tanzania: ' + str(iso_cntry.get('TZA').numeric))\n", "display('Rwanda: ' + str(iso_cntry.get('RWA').numeric))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Map exposure points to Admin1-Regions \n", "\n", "The method litpop.exposure_set_admin1() can be used to map the data points in any gridded CLIMADA exposure entity to \n", "admin1-regions, i.e. cantons, states, districts, etc.\n", "\n", "Warning: the resolution handed over as a parameter needs to match the resolution of the exposure grid in arc seconds.\n", "\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-10-29 22:03:15,488 - climada.entity.exposures.litpop - INFO - Generating LitPop data at a resolution of 600 arcsec.\n", "2019-10-29 22:03:21,535 - climada.entity.exposures.gpw_import - INFO - Reference year: 2016. Using nearest available year for GWP population data: 2015\n", "2019-10-29 22:03:21,536 - climada.entity.exposures.gpw_import - INFO - GPW Version v4.11\n", "2019-10-29 22:03:32,723 - climada.util.finance - INFO - GDP BGD 2014: 1.729e+11.\n", "2019-10-29 22:03:33,166 - climada.util.finance - INFO - GDP BGD 2016: 2.214e+11.\n", "2019-10-29 22:03:33,306 - climada.entity.exposures.litpop - INFO - Creating the LitPop exposure took 18 s\n", "2019-10-29 22:03:33,307 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-10-29 22:03:33,308 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 22:03:33,308 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-10-29 22:03:33,309 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-10-29 22:03:33,310 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-10-29 22:03:33,311 - climada.entity.exposures.base - INFO - geometry not set.\n", " value latitude longitude region_id if_ admin1 admin1_ID\n", "0 6.807907e+07 25.916667 88.083333 50 1 Rangpur 5492.0\n", "1 6.550797e+08 24.750000 88.083333 50 1 Rajshahi 3255.0\n", "2 3.208497e+07 26.083333 88.250000 50 1 Rangpur 5492.0\n", "3 9.725386e+07 25.916667 88.250000 50 1 Rangpur 5492.0\n", "4 4.105827e+07 24.750000 88.250000 50 1 Rajshahi 3255.0\n", "5 3.375228e+08 24.583333 88.250000 50 1 Rajshahi 3255.0\n", "6 2.811290e+07 26.250000 88.416667 50 1 Rangpur 5492.0\n", "7 1.662658e+09 26.083333 88.416667 50 1 Rangpur 5492.0\n", "8 2.946573e+07 25.916667 88.416667 50 1 Rangpur 5492.0\n", "9 6.430862e+07 25.750000 88.416667 50 1 Rangpur 5492.0\n", "2019-10-29 22:03:34,063 - climada.entity.exposures.base - INFO - crs set to default value: {'init': 'epsg:4326', 'no_defs': True}\n", "2019-10-29 22:03:34,063 - climada.entity.exposures.base - INFO - Hazard type not set in if_\n", "2019-10-29 22:03:34,064 - climada.entity.exposures.base - INFO - centr_ not set.\n", "2019-10-29 22:03:34,065 - climada.entity.exposures.base - INFO - deductible not set.\n", "2019-10-29 22:03:34,065 - climada.entity.exposures.base - INFO - cover not set.\n", "2019-10-29 22:03:34,066 - climada.entity.exposures.base - INFO - category_id not set.\n", "2019-10-29 22:03:34,067 - climada.entity.exposures.base - INFO - geometry not set.\n", "2019-10-29 22:03:34,069 - climada.util.coordinates - INFO - Raster from resolution 0.16666666666662877 to 0.16666666666662877.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/aznarsig/Documents/Python/climada_python/climada/util/plot.py:318: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all axes decorations. \n", " fig.tight_layout()\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from climada.entity.exposures import litpop as lp\n", "from climada.entity import Exposures\n", "# Map LitPop exposure to districts for Bangladesh:\n", "country_name = ['BGD']\n", "resolution = 600\n", "ent = lp.LitPop()\n", "ent.set_country(country_name, res_arcsec=resolution)\n", "ent = lp.exposure_set_admin1(ent, resolution)\n", "# Print first 10 entries:\n", "print(ent.iloc[0:10])\n", "# Select district of Rangpur only and plot exposure:\n", "ent_rangpur = Exposures(ent[ent.admin1 == 'Rangpur'])\n", "ent_rangpur.check()\n", "ent_rangpur.plot_raster()\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 4 }