{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Averging, Filtering and Low Passing Data\n", "\n", "VTools provides simple methods for period averaging, filtering and low passing data, particularly tidal data. Basic period averaging and daily averaging is easily covered by the regular Pandas API, but these methods can distort tidal data or yield unepected results with missing data. \n", "\n", "As an introduction to the topic let's start by making a single time series with three of the most common tidal constituents. This produces a series that is complex enough to be interesting and realistic, but it doesn't have any low frequencies in it, so a reasonable tidal filtration should look like a flat line at zero. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'm')" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import matplotlib as mpl\n", "import numpy as np\n", "import scipy.signal\n", "from vtools.data.vtime import minutes,days,months\n", "from vtools.functions.period_op import period_op\n", "from vtools.functions.filter import cosine_lanczos,lanczos,godin,butterworth\n", "\n", "plt.style.use(['seaborn-v0_8-colorblind','seaborn-v0_8-talk'])\n", "mpl.rcParams['figure.figsize'] = [12,4.]\n", "\n", "delta_t = minutes(15) # creating a real offset instead of a string because it will be used in algebra shortly\n", "ndx = pd.date_range(\"2000-01-01\",\"2000-02-15\",freq=delta_t)\n", "thours = 0.25*np.arange(len(ndx))\n", "twopi = 2.*np.pi\n", "M2 = np.cos(twopi*thours/12.4)\n", "K1 = 0.5*np.cos(twopi*thours/23.9+1.)\n", "O1 = 0.5*np.cos(twopi*thours/25.8+1.)\n", "tide = M2 + O1 + K1\n", "df = pd.DataFrame(index=ndx,data={\"tide\": tide})\n", "ax=df.plot(color=\"black\")\n", "ax.set_ylabel(\"m\")\n", "\n", "\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now consider the ways you might average or filter this series. The desired outcome is just a line at zero. \n", "\n", "One approach is a 24-hour boxcar average. A boxcar average is moving window average, that puts equal weight in all the points in the window. This is not the same as a daily average because the output is defined/recalculated at each of the original 15min points. There is no way to center a 24 hour average so that it is centered perfectly, because there are an even number of samples. The fact that odd numbers are needed for a centered filter may be unintuitive, but just think of your hand -- there is only a middle finger because you have an odd number of fingers. \n", "\n", "A true daily average results in one value per day. Pandas can do this with `df.resample('d').mean()`. The time centering of the result won't have much meaning in this case -- it is a period average. You also have to watch out for missing data and boundary effects. Pandas will attempt to complete the average even if given just a few values even though this can cause absurd values near data boundaries or missing data. An example is showin in the plot below, and the value is so bad it had to be truncated. The vtools `period_op` allows you to specify the fraction of allowed missing data which should be set fairly low, say between 0.0 and 0.1. The fact that Pandas doesn't have a switch for this is uncharacteristic of their programming interface -- they often have arguments (like min_periods for `rolling()` operations) that will help you specify a minimum number of data. \n", "\n", "Finally, note that the boxcar and daily average are related. A daily average can be thought of as a boxcar that is subsequently resampled one sample per day and then had its timestamp shifted from the middle of the period to whatever point is used to index the period. We've added markers to the VTools daily average in the plot below to show the idea of this resampling. Each green point is a snapshot of the blue boxcar which has then been shifted ~12 hours to the left to move the timestamp. Sampling the predominantly 25-hour signal using 24 hour based averages or point values causes something called \"aliasing\". A spurious frequency (14-day signal) is caused by visiting the tidal wiggles once per day in different places in the tide cycle ... we've seen these spurious signals analyzed as if they were real.\n", "\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "samples_day = 96\n", "box = df.rolling(samples_day,center=True,min_periods=85).mean()\n", "daily = df.resample('d').mean()\n", "daily_vtools = period_op(df,period = \"d\",agg=\"mean\",max_absent_frac=0.)\n", "\n", "ax = box.plot()\n", "daily.plot(ax=ax)\n", "daily_vtools.plot(ax=ax,style=['-o'])\n", "ax.grid()\n", "ax.set_ylim(-0.3,0.3)\n", "ax.axhline(y=-0.07,color=\"black\",linestyle=\":\")\n", "ax.axhline(y=0.07,color=\"black\",linestyle=\":\")\n", "ax.set_ylabel('m')\n", "\n", "plt.legend([\"boxcar\",\"daily\",\"daily vtools\"])\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next comes the all-important question: how much do the wiggles matter? Importance depends on the signal and the context of the analysis, but in a predictable way. The strength of the wiggles will be about 3-5% of the tidal range of the original signal -- we will see this below. In the present case that tidal range was a bit over 1.5m. The size of the wiggles is thus about 0.5-0.07m. To show that, a dotted line is drawn at +/- 0.07m on the plot.\n", "\n", "If you are trying to filter discharge at Rio Vista on the Sacramento River, the tides have an amplitude of 150,000cfs and the mean signal you are trying to extract could be as amall as 3,000cfs during a dry summer. Using the 5% rule, the spurious wiggles will be 7,500cfs, and will dominate your analysis. Even worse -- it will look real and it will seem like a spring-neap effect and people will interpret the wiggles. For water levels, the situation would be less bad. At Rio Vista, the tidal amplitude is perhaps 1m, so the filter wiggles will be about 5cm -- detectable but it is mostly just a 5% error. Similarly, aliasing errors are often not the biggest weakness in a salinity analysis. \n", "\n", "The right way to obtain daily values is decimation: use a good tidal filter and then sample once per day. Although Godin is well known in the Delta community for a particular filter, he was much more emphatic about that point about daily data than about particular filters. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Filters\n", "Both daily averaging and 24-hour moving averages are problematic for tidal quantities because they are calendar/solar day methods being applied to a signal that is largely lunar in nature. The simplest filter you could use in the above case is a boxcar that is more tuned to the 24.8 lunar period. This might be implemented using an averaging period of 25 values for hourly data or 99 15 minute samples. In the code below I've been a bit fussier about the required data, allowing no misisng data and avoiding the \"crazy\" values at the end. As you can see from the blue and orange lines,the issues are reduced in the fillowing plot by half. \n", "\n", "We can go a bit further and use a real tidal filter. These filters are like moving averages, but their weights are not equal like a boxcar filter. Below are a couple examples. One is the so-called \"Godin\" filter which gained popularity because it could be constructed from successive boxcar ingredients -- one 25 hour boxcar that is centered on the time point under analysis and two 24 hour boxcars that are staggered to the left and right by one sample so that overall they produce a centered effect. It can be done in Excel but there is a function in the vtools toolkit too.\n", "\n", "The last filters are Lanczos and cosine-Lanczos. Note that both the Godin and cosine-Lanczos filters produce an almost entirely flat response in the stop band. They completely supress the tide. We'll worry in a few moments about what good things they may have suppressed as well. As a practical matter, note that the Godin line has fewer missing values at the beginning and end of the series than the cosine-Lanczos. This is because it is a shorter filter that has non-zero weights over a briefer period. Tidal filters often produce nans at the beginning and end of the data set\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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1pyKB0WOLTfzDo8fw7te9WHvdwvRtzRD/b37zm1hZWcENN9zQT/oB4JWvfCVe97rX4Wtf+xrabXVF6MCBA9i2bRve+ta39pN+AJicnMS73vUu7N27Fw8//HD/8c9+9rOYnZ3Fxz/+cVSrVTQajYHrn2n7+0eO4o2ffQi37xjOfCjsR9N4JP7kckvxzOQmOzSWNQVzpIh/Tn27qop9UsvrWqW9eAaCeX5agAkKZWHnnp1abuFnb3oQl3x4M36wd8bImnzgauJ+lq2hG8iqhLnyWDevIqHssTQWBKHA5ioQ/8LWyqZzQPzzYAepmIh5MAl011T5Nd2CgrTdyoBf2zPN6jrwug+FnTlbs8R/+/btAIBrr71W+N21116L5eVl7Nq1K/Pr6XMA4I477sD4+Djq9TquvvpqjIyMoFqt4pprrsE999yj9V4A4KKLLmL+e8lLXpJ5rROLTfzW7Tuwee8M3vbFx3HEwHzkws494xEcEwr8Mqevm0znkaAD+SD+MnGfRifQFjiUMwn0P4PTK+YDqsLOPfvTu/dg2+F5nFhq4kN37jayJu8rml6gPW9eivjrIvOKwp1uMi3zYbprqtbVDbwXmx2B9SBjFhRWWB7G07rNCIGaP1NVvuJspPrn1ZYg82Emirp8oZGPXQo7c7Zmif/x41F/8iWXXCL8rvfYsWPHjL1+165d8H0fb3rTm3DllVfi9ttvx6c+9SkcO3YMv/ALv4B77703+5sxbNuPzKPjR6e0H4TYemj+DF9RYWej8X1XJnr880im86L6S3v8c6qi647zkSb+BpgEpziWh+44o8LOTfv0Dw/1//3gwTkjI0Blyai+rzCPjKl8gu6elr3eREFT2kKgGXjLdFpMFCkA4JEjC/j//O02/MZXn0TLgE8r7Nwz/l47e6n+OfX453CtSsRft8c/pxYmXueh6PE/e2zNevzr9QjFrlQqwu96/fe955h4/fLyMnzfx6/+6q/iS1/6Uv/xN7zhDfiJn/gJfOADH8BDDz2U4Z1ENjU1xfy8tLSEycnJbGtxwfyhghJTGGeNji84fhOIv0yBX58+bz5BV83bzZMWXC05mdfNi+rPF38KxL8wmdlWNKGjZ4tND+tqenogKkroaCV7GJFH0KlC8fRnc4vrtg0k/lLBrhzou6YS/1/78uPY3aXxvuqF6/A7P/siI+sWdu4Yf//JlOPTWh6AglrV/yxE/HOaQCCfrKL/ffGaIqYEAwvTtzVD/EdGRgAArZbYl9xoNJjnmHh9rVYDAPzGb/wG89yXvvSluPbaa7F9+/aBhYa1NH7Mjgm15MLOLZMleCbQ3rVC/L0ghKeYmZvEVPN2dYsU6sT/+TEm0IRgYGHnnrk2e7SfXGpqr7lWvkK3QKba020N/6Na1wtC7XYH2bqrmuJaMv9lYkTgctPrJ/0A8I2nT2qvWdiZtZbn49Zth/HVJ45r38s9488/E/deLol/Tue/DOho+3qfrepatYuEOSH+PNXfRLtHYWZszRL/iy++GICczj+Ixp/19b1/X3TRRcLzL7roIgRBgIWFhYRXn6+JlJhigxTGmsxp5tXjn9dhqpOk56W+q0oSdAX+8mp3ECiUBpCUws4ta3uBkOQumPAVOSTpstfrI/P5UP2VLQQaBQXV6EFd/yP7rkwg/vwUEd3PtLAzbx/dvA+/dftTeNsXH8dH79lrZE3+XjOhb5OHYJ5qn+kWCfNgB+WlRyBH/M0n/gXV/+yxNUv8r776agDA1q1bhd9t3boVY2NjeNnLXpb59fQ5APDqV78aAHD06FHh+UeOHIHrutiwYUOKd5CfCRukUWyQwliTIbtLLb0CURiGclV7zcM0jyRdrb6bF9XfPDqou2YYhrn0TvbXanSwWgiAPe9NFmDpTuro+EFfh4aaLjIk27+6feMqSqw24q94vU7yK/tMddcE5J+ricR/nru3CsbR89/+9uHD/X9/ZLN+4u/5YuHRRCKZD+No7fRAdAqEqjUBfb8mFfczAFLwZ85C0zOiNVOYvq1Z4v/mN78ZIyMjuOmmm+B58Q3x6KOPYsuWLfjlX/5llMtlAFH//K5duxgq/hVXXIFrrrkGt99+O5PMLy0t4XOf+xyuuOKKfrIPAO985zsBADfffDNzsz366KPYtm0bXv/61/e1Ac608b0wBeL//Lc90yv4r//0FL70mFqwMo3JDs5FTbS344eQMfvymo2rU1BQralLn1vL0V+6h2nbD+BzX5huQtezO547hU0fvBMX/c+78czUkpE1CzszJjs/dIuEqv2gG9DLAu+8KLH6iL/CB2msq0LxdFuY8urx5/t0ebZiYc8/m1qK22dNiFXKzjnZ2ZXW1rLHXx/xl/i1vBhHur4iByYXIPobPxCBi8LOjK1Z4r9p0yZ89KMfxeOPP47rrrsOt9xyCz7ykY/g+uuvxwUXXIAPf/jD/ee+//3vx8tf/nJmPB8A3HTTTfB9H6997WvxiU98AjfffDNe85rXYGpqCp/5zGdgWVb/uT//8z+Pd77znbjjjjvwpje9CZ/+9KfxwQ9+EG94wxswPj6Oj3/842v11ocaj9AUlJjnt4VhiLd98XF89qHD+M9ffgI/PDinvaZMhE+3b06ZoOeANgF6qvaqa8qLPpdHxT+PsTsm2gcA4L3f3gk/CLHc8vDx+w8YWbOwM2Oyee3LTfN0UMCAsJQU8T87kbE8JoDkNVVETvXXLxIWif+5ZR3JntDt81cld6okO6nlQ/XPx1fIknRdPZC8YhWpzoqBuCKvdqPC9G3NEn8AePe7340vfvGLqNfruPHGG/GJT3wCb3jDG7B169Z+D/8ge9WrXoUtW7bgyiuvxJ/8yZ/gfe97HzZs2IDNmzfjTW96k/D8z3/+8/jYxz6G48eP43/8j/+BT3/603jjG9+Ihx9+GFdddVUebzGT8ZuhQPyf33ZyuYXHjy32f/7KE8e115T34p99lHwgnyRdjfifpUmC5PXaib9E8MtE4h+GIXaeWun/fNsjYntUYc8fk2l/6CL+qkAwD6p/2w+0KKH5qfqb7/FXJ/7mP1czVH/2Pmp0AiMK4IWdGeOFpQH5KMg0pi4Sno1tQWsLKOjEFcprzSEGMuErZGuYKD56foAbvvEM3vr3j+LA7OrwFxQm2JqN8+vZO97xDrzjHe8Y+JzbbrsNt912m/R3V199Ne66665Ef8txHLznPe/Be97znrSXuabGB09FVez5bQdn2WkRJgo50sQ/BwEoIL8ef71Db20T/zxQR136nOzQlDFB0lpRaDy3TLav8wrm8xD3A6I2pLJrSX83zNYyQB70eBLLqy1hraj+QOQ/RsprHkoWZsCmJYn/fKODSY3Rn6r7TL9IaL4tSBVD5SkwmnVMcF6+QlbkMNLykZNo4Oe2H8GnHjwIAJhaauLB//5z2mv+qNmaIv6FyS2P0Sc9i+afF4WEtbQT3OisU8viCMq0Jjs09RN0RX+7NtqkCrx1ULy1DeZ1K/55iPtJRXjavrZgjqy1qBDhef6ajBmiTfVXBO3aQadi/2oVCfPq8VeheGch1V/ma3zNkaqAfKxsAVQ8f216RfT9uq2mqvhVf0SenB1kek3ddcMwzGVdVRyvDVJIrsnEtA7ZfWDCV/zzU/EI0R8emteO1X4UrUj8zwLjq2AdP5T2XqW1p04sYeMH78TlH7nHSJ95YcmMR1BNKK+v1QxtwEAvXg4iWLkh8zkkHmEYylV9NQsqqkNT9zNYlFDDi2B+7ezEYhN/8YN92HZ43sh6siQ9L3G/lq8vWCldNwdfkRvin0cwr3mtSjaXpq+Q+YWVYhLI89ZkeiC689bzo/qbT1DVgEL2wrcXyEWTgXzYQXn4NT8ItcUY8+rx51lH/IjRwoZbkfifYQvDMDdVzY/esxcLjQ6mllp4z7ee1V6vsGTGO6ZFCUqS1mT3SF6Jv25lPg8UT1UIywOZH/R4ElMmM5oHdF6aDDIUTzf4KyyZBUGIN/3NNvzBd5/Dz39mK47O6wcxeSAtqvOo7ekFh6r9q4f4rzV9V0O0NC+l7pyKhLJ1V4oe/+etyYo2c5rxipLqr+GD/CCU+oQ8RPgAzQR9QPyUR49/XmKoukCFlOpvQJOIj3dkOhWFDbYi8T/DphpzYqIy9o9Pnuj/++EjC9rrFZbM+KRJlliltbUU99Nlm6hmU2sl/orqs/44vzwoeWt7QOveB7JZ3CZYKoUNt2dPLePZk8sAosTye7tOa68p8xW6bUH5Uf3Nz7HPS7ArF1X/HBgPgNp/qYoiSS1Ppe7nTi3jy48fw1Lhe9bMViRtQfpaNOYL1Mpz+mwU4Ruwx/IY/ZmXr9BdVyruZ4AdxOtSFFPQ0luhyHKGTeVkTfb596ztBSi7Ra0nb5tvsI5ooekhDENm3GRaywPxV6J4mom/EvHXQdHPgRFd2omH4r3qI/6irykQ/7WxPdMrzM8HOGHQLJbH2Mc19xV5IP659QNraJfkVFBRvV67ACSl+usn/s+eXMa//sT96Pghfu7yDXjgv71Ge83ChptM9FMXlVW9XkeIVq0blBNIoXGtqjWBfCaA5BUD6bQFdfwAXg6AZhiGwgjR2SJWSW1FFniGTeUkdTeIjEUg6+cqzLzxVH8/CHNRv9ZFb9QHiSZ9VxnMZ183DxYBkE/fXB69wIA6SdAN1GSIv0y9uzDzdmqZ9cnHFvWp/lIh0JwEO3US1DCU03d1111Lwc7ocR0kc20Rf22qv+TeMtHj/+XHj/V9/IMH5zC9oi+IW9hwk7VpyMRB05gKtNLZJ6rCZRBCS7Ayj8LjoNfqtEblJVqahw9SA5r6bYl8blMg/umtSPzPsKk2gu4GmZdshqIXZm1MRu3XpU7Lxf305l0rhe1yGA8DmDtMKXHirKTvrjnV33yPv6wYUJh544uxJgoucsT/7EPm/SCEyn2ZEgIdLTvSx9NaGIZM4O3asRPKw1fkVdQ9W6n+xxfZSTj7Zor53GthUqq/trivKq7QiFUG7DFTcYWpPc23So5VqA/S0QNZW3ZQHkKEukxmmRDx7GoRq6S1IvE/w5bXfGTZfNYC8V8bkwVCyxKHlcby6LHNiz5P+/FNJen0MB0jM6NzG+f3vOrxz0GEp1D1XxPji7FGhEDXkB2Uhwim7rqUHTRWiX2FDuOGZxxNVMm6OQTIZy3in5O4Hz8JRzZmrjDgi48dw7U3PYhP3r/fyHoytoau789jUs5AFN0Qk5D6Cj0hYvZ6Rpl4ReNaFTpHZ6OvyGv0oCy2LtiJ6a1I/M+wqYJ23cqYDN0vKmNrY7JgThdxy2NEjuoQ0u7bVSBupsT92Aq6uWSaudYc0Im8Rg9q31uyqSIG1HcLG258MVaGaKQ12dmh29udDyVWvcf0fAUtEtI9bQ7FGzeUJKx1kVB3nJ/svDFB9ef3gQy4+FG3qaUm3vW1HXjo8Dze8+2d2Mvpg2QxWdFG1/evdZHQlHbQmLFYhWURVIiulg7iz4AfFTPXGl1THt+X3LfrjxMV79dinGh6KxL/M2x5HdAy0ZYC8V8bkwVHuQnmaAT0eSja8683hc6zB3S8ZhDK9SySGt1/plC8vJS6Va/XRWhk95AJxD8MQ7z32zvxgv95Fz5+nxmE6lwzHuk00WKRhxBoLsEh99paiQbIhnxFxcye5tE2Uy0E9LWUHZWbqn8O55BurAKI++B00eMv2OPHFvv3RRgCWw/Na68pFffTRfzzaPUbUIjX29fm24Io4l9yLJSd2K+ZYidQFsHZOM4vr4KmdFJAwU5MbUXif4YtL/Vd2WZYMoAmnYv2j08cx5/ds9eYoJDsu9MNvFWvzwNx00G7/SAEjZEZ+pzGuqoDGtBF3OLPdcIYiif/rrwgRGCoSEEtj3vLBOL/0KF5fOy+/ZhaauH3v7MTp5eLYJ43MfE3gfibT87WAsXLg2prDMUbcK16VH+5/zkb+3YB1VhZfV8hIP4F1V+wQ3PsxI+jC/pCoHn0+OfTPhdfk8nzX1UkNMUiKDs2g/ib8kFjhooUg16fB9Vft+VMdraZaDX6UbMi8T/DlpcIT1EZS2b37JnGr37xcXzgjl1451eeMLKmXIjv7BunpRTMMxkgGwu8abWbO/gNofPjphD/Aa/NY5zP2drjv/3oQv/fQQg8dmxB+dwfVeNpisstT6s4BOSTnK2F+vW4ocSXYRyZQvy5IqkpJpOScZTTmESdAlAYhnLEXxOkCMNQKIAV7ETRDs2zif6JpabimclNFmfWNROpPPq724POf0PgB9u+YwakKDk2yo4p0UDzegSDXp9HrKINaEoYKibzGh2x7OeTFYn/GbY8DmhAURkremEE+/ITx/v//v6uaW0RPkD+3eVBxwZM9rcZouRzrzXV468K5rXX9Sg6aD6Yp9X+6O+ZQQep6fb454X4H56vcz/rI1TnmvGffRjK6bdp7HmD+HOvNbX/OgpfYRbxN4O40WsyVfgY9HrdxEMWF+veWystX2jX0t0D56Kd4CYfLDT0PyNpm1deiL+hfVJxbZRIMm1qXxvTI+Ko/hXXkM5IDm0JYRjmkqTn1cKcZ15zy0OHsP6Pvo+3/v2jgr8/16xI/M+wqTed+VmqBSVGNJ4uZ2KMkGr0no7lrT4/ngPNDciJvmsw8WeEwAwF3ioUz+S61HQDNWnib6CKzqN4pwqqv2Ayv6Drp1U9/jpoRt7ifq5toUp6/PXaguTooNkef/NMAup//CDU0i5R+XAdJmFujCPJ600U4M8140cCLxnQA5HFmXn1+OsgyDx9nvbNn33soAGIv7EWpnyYTCM5aJewj5+dTOZmx8d7vrUTi00P//TUFP5px5T2mmezFYn/Gba1rYyZocT4QYidJ5e1Z6ifDXaSS0bmNCmGqgpqQ3uclorqbyaYN6USy1+Pqb45VWUeyH5A8XPETVX86fVMVkvK3+msa2pNID9V/3ku8Z8rxu4IlkeRULZmGIpBXhqj95gxET6yx8ouF8z7GtNKchAC5REgc0Jg8uJrtK5Gkq4U9zPH5uqvqXm2SScFFG2Jgi00zOuByOJM3TYT5Tg/g76C6Zs3VXgzxnokiL/NifsZ8hXm4jX2taZ0RvJjMuej6r97eoXJme4/MKu95tlsReJ/hi2PAxpQVcb0N0gYhviFv9mGq/7yPrzxlofgPc8pMTPc2KDZul5yonJsuc3GzaHarac8y9N36QFlpkhhqsdfvNZ8+3aBfPrmdKvoean68/N1+UJAYfnogeShG0P3mKlRdgNFsAwh/jRABrLvFfo++RFdOp+BR6/VUEETUPvEPAqPurGKzNcUVH/R+ETfhFizzNdoT5RQshPNnP884p8L+GEoQeeLFHmwg0zuaVZnxDw7KJ+8Rj9WOcK1IZoS+j5brUj8z7DlJ+4nq4zpb5Anjy/hnr0zAIAtB+Zw3/7nd2VMQCU1EX9Vi0ZewXwuVH+jPf7mqf4V14Zr0x6/rCgeR9811LdLk3uTwXxeiH9ePf584q+7t84Gu2/fDG7fcUJbgA+IiqiyQqGOrxjUs6mF+OfQi84G85Y5+q5CqTv6m/q+ouRYTI+xzuc6qIXJlK+g35cO4pYXiie734vEXzQR8TdA9Zd8d7pMzjwK1LQQWHZslA0V3tTgh5lYpWSbu9ZBPf5Z27gGJv5nIdVfzg7S9xWnuSkiPCB4rlmR+J9hW1Oqv4EN8uypZebnp6eWtNc8U9bs+MLnrKsmrPredIL5IAiVwaWxQ69sptpNA2vLYmnBptgJpg5TepAC5j4Duqd5JPNsnI2bV4+/WFR7fiP+m/dM4+f/+iH88hcew43ffFZ7vTx8xaC9cNbpgfjqfZJHgAyILJ/Ea3J9uyU7/2s1VVRhg/mzr8dfGswXib9gfKKvi/iHYShH/A1S/U0p5fPifqaKhKppQXp6INRXWKjkcK2UnQiwzKE0JiT+lZLydzrr9iwPkdmOH2ozj/mimi7z92y3IvE/w5afuF8+Pf48JebYov5ImTNlPCIJ6CcnqiBIB0HlA0sG7dZCxuRok868+fxm2JKKP3fwZ6f6DxDsMqQULPQu51FF1zz08lB2BoD5Rpv7+fl9mN768JH+vz/14EHt0T8qX6HT4z/o/jIl2mlq7Fx7wJ42FSCPlPjEXx/x5xFHU4j/KBfM84KCaUzVbqQTeOcVq0jF/Qwl/t9+9iRe9uc/wFv+7hEhuH8+mecHQvy21PK0fJBqSoPJiRJ5FQnLhlT9WfDDfAtTySA7QTWtBMj+nYkjVc2zHqlpJ/45rcsX1QrEv7BcTVWB172RZYexiR5/HhF/Pm8QWc+xbh+yqofJZMKXy7xrIejUR9HFXjwzh17JUI/toBFdpgSD+Gs11kJg6FpV16SL+Ht+ICSwz+fAGwC2cII/ulMKlEVCjc9+YOKvg/jnQfXnlbpdM/Ou6fscyQXxt1CyLenvdNal7CjAXKJEBUbzEfczX3js+KE2LRgA3v0vz2L39Cr+5ZmT+JuHDmuvd6ZMVgjxAzlin9RUrzV5njCJpKEEvexaBsX9FGeqTjEvoEVCi2EHaRUJFdNKgOy+nX5Xrm2hVjKT+CuniuTU8qrLOuJHY86utrUL+2ezFYn/Gba8quiydXUPaEBCiXk+J/6SRERXKETlgIwm/lXzInTjVV4wTx/xLzkWW+02qgCuX/EfiPhrXCul3bkGWQ/UJ5ii5IVhKL0m/RGB4pomRHjOpPFxAN8XmNZUyL5OEDM48TczHi4vFI8GyF7GwiOgpu8C2VF0+rqSY6Pk0GDeUJHQYeeTZy2+Ahzin5MQWM+0x/kp/IKuv5hdbePgXL3/8z/uOKG13pk0lT/WYQep4kFtqj8TV5gfE2wSUGgrGDc64zSFtiDHfJFQLGjqU/0rnBChKXYQff8m2STUdEUDecTfC0Ij4plnqxWJ/xk2VTCWByVGt5gAiIn/8xnxl83B1U14VN+bqQQdyKdvjkf8s15vm6PEskmvGUpsyTZDC+YDa1Pj/AaxE0wF3qbo1qqAQRfxl+2j1bYeNfVMWhiGQhuQrlihmuqf/bPn/Q8Bpo3pVowbo/qzKB6b9JrxayLV3wDib5u7Vr4fmG1hyrauH4Sgl8RS/XNQ6s5BY2TQ40mNH9VL98LzzfIoEuYBUvCvN8dOVLfaZF034JJ7vkiYtfgoCoGSIqGOrxjQwpTVtw/SWTHFTmQYRzkl/rrjsmVsxCLxLyw3o3Q22rudxwZpGEH82c3wfE788xhjpqbPmVHUBvJR4BfVrw0cJHwvvqlkmmcSGEL8RwzR3HgUL4/DNG/13XrH10rSZfsoCPWDyjNlq21fuM90NQvWosfflG6FUrDLIIpnDkVn13VsfQV+EZnPAfG3zazLU+TzaA2jpou25bEPAHEk1/NZXDSXIqHitVHvvyF9CUOxCr2nTSH+gwr/QHZfwQsRrwnin7FI0ebiqopLYyAzRcJJQ4VHfl1q+oi/ZAqagdbos9WKxP8Mm3KD6CLPko3Q0AzmgXNLBEOFSuqYkj5nEGnJQ32eHzuXuYJMKV62ZZCSxxYUTPTNCX27OaF4plR9lQFVDsF8GOp9XyrmzPOV7i9D9/MSAtWj+sev5ambppL0vFA8UyPyeHEtE/34g3r89ZhM8bquYxlpYeKvZyKH1jD27wVa4y3VNHY9XzHNxSan13A29/RKC6/79A/xik9uwe7TK9rr5VEcGfRaU0m6qbZEXgiU9WtZ2xK5wr8xPRD2Wteixz/rut4AkELHrzF5Tc2Mxgi/LjVdXyFj/5oQQz9brUj8z7ApN4g24i/etGGo53gAkRKzrKkseyZNhkrq9zYrEH8tJzogmDekPmsK8WfE/Qyp7wOiYJ6JKjqP4pVz6ts9m6n+g65H51rVfbv6VfRjCw287R8ew699+XHpgZ2HyZJ8faq/+SCGBlZVg4wbpVK3qWKewwfIGvsv4AJvA1RbvsefVfXPB/E3IdgF5IP484mHDpKXxz4AgGlOg2Ol5aO+RijeRzbvxQMH5vD4sUW8+1+e0V5P5U/12oLUr9VhKNJYJ497r8wV3lp+ts+AR8l5+nzWEXl8W5CbA+JfcWxYlvx3qdYUWo3MTIxSgRSehnZCtK5KDD0PTaIC8S8sJ2N7Ycwh/qpkQF/9kg2Ag9CMaOCZMNlnoYtIqr43UwlfxTU3HmaQ+nXWQgUNGHgUz9S8a5Fqa+aANrEmv65rm2lL4F87ljN9F9Crztc78kPTBOJ/4zefxVefPIEvPnYcf3nvfu31kphMxHR2NR/EX0tUiZ937Zofe0WD+SBE5kCOofq75hD/gf34WVF0jslkCsXzBvT4Z6Ya55T4s+zEEvM7nXs2j6QWEKn+gL4gZ1L73PZ49Oedu6dzHP1ppuDC6x+YYihSEVpTIAXfFuQZ2iemBPOEtiDbEJNQWNdsu2PJthmqv6nzguY1gOa9pcxr9HIQGeC38jxlJyaxNU/8v/KVr+AVr3gFarUaNm3ahLe97W04fDj5mJXHHnsM119/PSYnJzE+Po7rrrsOW7ZsGfq6p556CqVSCZZl4atf/arOWzBqqsM0LxEM3XVlgfuKoZm7wywIQnzj6SlsOzxvZD3ZZtfv8VfTIbOakPgbEIAS1uX75gyJxZhKpgcVFEyMHjSpvusx6KC5dodODkhKXoi/ah/oJv5hGOLrT031f/7CY8e01ktqsn5+3VnjqsJKfr7CzLoizdSEr+BFsMzRgo0UCXPyFYNU/TMj/rwmTA56IBNcMK9TJFQJc+kG87L9ybcq5mU8TVh3lGku7CDyufOFnKwsMn5KDJ0WZHKqjxEWz4CpPtHvzaDoeWiXRDpHJrRLCEjBIf7GioQ1c0XCvKagyfbRWuU1Z8LWNPG/+eab8fa3vx21Wg2f/OQnceONN+Luu+/GtddeixMnho9aeeSRR/Da174Wu3btwh//8R/jox/9KGZnZ/H6178emzdvVr4uCAL81m/9FqrVqsm3Y8TUIhhnXy9MEITS61qrXpjf++en8X/d9ihe86kH8cODc9rryT4LfVX/nBF/x4yiPcAepqbQQV4sxjU17zoYtK6JyrxJ9V2KDpor1NB1TU0gGIj4a1Tm86L68wH01FJTa72kJi0S5tQWpLOnaQBUdR2u6GRoAkiFD5D1RbDKjs3s6aw0W16pO0LnTbcFGfQVa4D4j+XgK9ZxwXwe6vJ5TBZZC6VuGQNmNjc9EJ3iLEn8a1yrX9a+ee7+YsbOmmwLMsHi4V4nTAAxwWQyqF0ijBQ10BrFgBS2OTbpQHaQQfHanmkj/jkCms+dWsa9+2bOqpZod/hTzNjs7Cze//7342d+5mdw3333wXWjP3399dfjmmuuwQc/+EHceuutA9e44YYbYNs2tmzZgssuuwwA8M53vhNXXXUVfvd3fxe7d++GZVnC626++WY8++yz+P3f/3186EMfMv/mNIytolMRjLzUL80f0GuhfhmGIT77UMQMCULg1oeP4DWXb9BaU7bZV9uRAKLsPkpia474GxTMidb1tdZlhG24Qy9rMM+va+rQy2/eLpskmNJkYOeTG6L6k9fWSjZaXtAfBabV45+TuB8vJuoFodZ+TWpSPZC8JoCY9BU5BHIC4p9VUdpj/Y9pZF66roG+XVOJR/Ra84G3OKLLzLQSXgzWsiLdIODspPrLfM1aJP6nlsUWg/mzUAiUJmBRctbo/5yVjj1w9LCObgDH+DNRJBQSf36cX2bEP68JIDyTQL+FgF/TnBAxEXisONzvckD8NUCKMAxzafsFgG2H5/Fv/3orGp0AH3rTlfiTX3ip9pombM0Q/29+85tYWVnBDTfc0E/6AeCVr3wlXve61+FrX/sa2m11/9WBAwewbds2vPWtb+0n/QAwOTmJd73rXdi7dy8efvhh4XVHjx7FH/3RH+FDH/oQ87qzxdYe8TdTIaa2FpQY/jB96JA+4i9LTvwg1AqQaWGF9s2ZGuNmtG+Xq0ybYBIMpPobms1d5g697CI8PDLIJh5ZK7Q8LdhUoYb2A49VzAfzFddhihR5BPOmE/8w1KfRJrE8JoAoi4QmfYUBqr/nB8xceGHetSHE37RgJ2BunNbgcX6G2EFOPuwEU/TdNldUYpME84CCbuIv80G67TlJTDY9QFcINI/JB9S/j5QcJpnOis4LE4gqZsbD8exEMxo/8esc24JjW0zMZiqZLhkoUoRhOFgINOO+FgSOjekRydsSAbMTrnqmk9e0ufOtZyYAzY/dt79/bR++e48ypgxDvRGaaW3NEv/t27cDAK699lrhd9deey2Wl5exa9euzK+nz6H2e7/3e3jRi16E/+f/+X8yXbfKLrroIua/l7zkJZnWYUQwCH2u5QWZbwQ/CJUORou+q0z89StjYRjib7cdxqcfPCilyh2YrTM/6ySRPVM5C61+RaGKHtnZiPi3BgTemavovGCXKaq/gM6b79ulhx5gpqAQifvpF2qCIGQOpzFTiD9XUKkaQgdVAemqpq+QUWanlvIf0yUrWGhT/XNoCxJV/c227wASqr+BGdKiqr9+0A3IemxN+Ap+nJ8pdpCZwJsWCF3bHOOILypVCTVa58xUFRjzEOxaC8RfVojUH/2ZL5BTLZkZkTcQ8TfUalQ2NKKTP/sAGEHnByXoWdfkY2KhLSjztBLWrxljk5L7oGqoqASwvoLeW3m0JZrIax4/ttj/dxgCJyVsoD3TK3jpn9+Ll/zZD7Dr1LL230xia5b4Hz9+HABwySWXCL/rPXbsmFqoKcvrb7/9dnznO9/BZz/7WYZlcDaZauwFkD1IGVRRy2Puq4nK2Ec278Vv3/4U/ts3nsGf3bNX+P3h+Qbzsy51DlBveK3Am3z2zPxkg6isKcEuHsExcUAJPf6GqP6D++bMIGMlTtrYSN+cISYFn1yZ6vFvcZ9rHqMHqemi5DMSVW5dNC2JPT+p/nyPvxkUz9QMaVawi6euZvU/7LWYKj4OouSb1C4xU/zgx4nmzw7S6t/OaTa3bH+uReK/KPkbMnHQNJY31b9W4r7PHKj+OvuEBRQMFfO4YgIAI/34fAxkhJIvJP5mYiCPAylMnf80BjK5Lr0v1xFdClPTLaiZoPqHYL+3I1weAwB/9L1d2Duziv2zdfzR93dr/80ktmaJf70eIbaVSkX4XU90r/ccE69fWFjAu9/9bvzmb/6mlCWga1NTU8x/e/eKyWoSGySalHWD8K9j6bt5CHbpb5AP372n/+//88BB4fc8xXex2UGgifrnIq6lEDUxNWu94nKV+YyHU8CxQvjZuCaCTlMoHsD3zXEBshFKHlv4iH5vhupnolAjKhCbCeZ5CmW1ZMZXqO53XV8xK0nyZYG2aZNT/c8+cb+BPf6ZBbvY140ZUr8eNKLLGOIvIG7m6bt6VH++oKDPJBD9j3mqf5nTLtHRDlK9T+3EX/L6taD6yxF/veJkHkVCyjiqumYK1EKRkFD9zbX68T3+JkCKbuJP4orsjD+O9WiERZAXk4nzP4ZAJb6gmQegQAVG9UYP59fCzAOUsvjl9h3xlCI6sShPW7PEf2RkBADQaolUh0ajwTzHxOt///d/H57n4S/+4i+yX/QaWIdJ/HkRDDNVV7pBdA7TvDYI3780s9oWknq+Yh6E+kwD1fvRSdJVSrl6iH+8ZsUQHZR/Xdm14Tr6h97gcX4mqf6mUTy2Mm9uXVP0XS754sb5ZW0LYhB/oW/XPIqnmyzLfI1sRNdy08Nntx7CPXumtf5ez6SIv7aqv/wz0gnm99WngBc+DbxgD1w3MIT4s+/T1LzrNl8kzEGp2xSTYGCPv8boQX6clhHEn2McMYi/Saq/oWBeVbzW3V8yX7MW4/xkib8ubTgPX9Hs+EBlFSg1BMQ/67pLrTZw8S7gxx6Bs/4043/8IHsf82BfkbUtkV0TAMNQNBZXGAZUonXNtHEJ4n4GQKVoXTYGMpH481ozFFjLY6qIbn7h+YEASvAApuwe04mTk9qaJf4XX3wxADmdfxCNP8vrn3jiCdx6661497vfjaWlJRw6dAiHDh3CzMwMAGB6ehqHDh2SFhHW2mhAzyMpWcW1+I3FiAbmIu5nHvniK+TzDbFSpivqZZrq3/I93Nt6ALhyG7DxGIv4awRGTywdAK54DLh0JyzXM1KV5Q+KiiFKbB4juqJ1eVXfPGZzc4h/Ln1zZpDMPEaqVbgkIY+xO7pUf1kyIEP83/6lx/Ffv/403vg32/Dw4XmtvwnkT/U30QvrBT6+MnM3MD4HbJjCTuvJXKj+FZfd10Z6/F3bENomE/fLocff1IguLkkwXSQUevyNIf42TAmB0vdJmUx5jOjSLSYAUUD/rn/cgVd+cot0rLDMH+n+3TzaEu9begJ4yaPAldtxAkeNJGdfOvwwsP4UUK3Df8FzONFgfW/WfU2Lj+KkjoxJL7enARgqvKnjivwQfzMFTVOjohmdEUOI/yBA82wUIpblJ3ziP7tqPq9JYmuW+F999dUAgK1btwq/27p1K8bGxvCyl70s8+vpcw4fPowwDPFHf/RHuPzyy/v/vfe97wUQjQW8/PLL8cQTT+i9KQNGN56I+GdNQHNC/FUiGJrB/OyqeKNPcxtC1tO/0NBV1VYdptk+o5ufexBHwyNAuQVctB9BORbqyBrEzbfq+OrsPUBtBZicxn57pxnBLu7eKju2kX58uq4YIGe71jDkZnMbWndYj78JWr6pwHsQ1R8wk9SVOaq/qUkU1PII5he5g3Kl5eE7O08BiAR1bnvkqNbfBOSBu24wv9BeBcZnANtj+hWzfu73Tu3HUrDa//lYeBR0NHXWe2Su2QQueQ54yXZg3Sm4tsUW9AzMm+f9j4kA2bYAW0DczLB4TDGZeD0QM9dKfDDnf7wgzNwix7eRmBICVc38zoPqr1usA4AvPHoMn9t+BI8dW8Rbv/Co8HnKAvezTQ9kvlXHtkY3/rWAxz2+SJjtHrnz1LPxDxbwwMw+5vfZAYU8EH/W/wAwwg6iTAJzY/ckPf4GmAR8kdDUxCgB8TfRRsJdDwU0dXyF6np0mcxzCRJ/Ps8B9IVAk9iaJf5vfvObMTIygptuugmeF3+gjz76KLZs2YJf/uVfRrlcBhD1z+/atYvp2b/iiitwzTXX4Pbbb8fRo3Egt7S0hM997nO44oor8OpXvxoA8KpXvQrf+MY3hP/++3//7wCA97znPfjGN76Bl770zM9UpI5wpGQo8ffY4IcyCXQqY3mN85uToPn8BpEdptqIv+Ee2y/tZwtJM87J/r+DMNtc2O8d24VOGH++x3GUcfjZx+5xIlhCP37WKjo5oLnKfBAiU9ApPfQMz+bmKfk663o5jPPjvw8+8TcxfpHXj9Dq8c9LsCsB4s9PADk0r9aOSWoypoIOIrBvaQZ3+t8HXvgs8GOPYawW/y7rPfLAqQPMzy20UbdJ8THjPXLz3vuAdaeBSgO4eDeOrS4a2X/CiE4DgSzPOAJ4pW5Dgl3kWoNQVN1OakI/vgFNhkEoHmBmVFvZNScESu/LSUOCXUB+iP89e2f6/55aagnCwzIdAe3RnwpfnPUe+cHUPgREeGwxWIZVihmwWcCP1U4L+1ZOMY89OneY+VlLsLpcB+wOyo7FMP4ys4O4WAVgfUXWgiYtGJhqd+SLEOYQfzZWMSUEKrYQ6K8rMplpkdA8O1EXpJCh+dOcODH/M6AvBJrE1kzqftOmTfjoRz+KG2+8Eddddx1+7dd+DTMzM/jkJz+JCy64AB/+8If7z33/+9+Pv//7v8e9996L6667rv/4TTfdhOuuuw6vfe1rccMNN6BcLuOWW27B1NQU7rjjDlhWdBhfdNFF+KVf+iXhGhYWFgAAr3zlK6W/PxPmCYmS1XeOWTcIpejygl15qF/qCubIEH8+8ZdtBt3E36S4Vsv38NQ8K8wxHZ4GMNH/ue0HTB99Erv/JBvMN9DAYrDS/zmrw+ffY+/e669rYpwfR/UHovu9zD02dE2+bzcnxJ+/1jzmaBvr8S+bFwItOzYzxzgPVf88KK983+6+mVXm51OSETom/q4fREwUJ+X9DACf2bUVLasZ/VBuojU6BWA9gOyf+445URhoGUsAouvLguKFYYgfnCJjdq0Qdxx7zng/vhAgG+rFj/5vvsdfKBL6ARzb4V82fF0B8df/DAaN8wMiH10rZbnWQVR/M+J+phD/MAylybYJxJ8fybVvZhWXb4z1pXIZ/WkYpNg+fUR4rF1eBFDLvO4zCyfBe5h9y9MANvV/zuorTo49A1x4FPAdHG5egZIzpr0mw07s+nATLUyCHkhuPf4mAAXzsYq4rpkioZD4Myy5s09cVDZBhH9sekWMTdZiStGaIf4A8O53vxtf/OIXUa/XceONN+ITn/gE3vCGN2Dr1q39Hv5B9qpXvQpbtmzBlVdeiT/5kz/B+973PmzYsAGbN2/Gm970pjV4B+ZtoAiGATGmiuswh7wO4t/yVSNl9Cpjshudr4SZ7ps7urKA0xNPAxftAxw2ccjimJ5bOAU/ZF835y8yP2dad/GU8NjpTtw3pyXCNz4DbDwK2J7QN5+ZvsujeAYE88T+NkP9wBwyb1ls8m9GAZxNEjKP88sL8SeIUYT4m/EVNKiieXEeiD9/mB5d4EZ/Gqigq9lB2d7PHceeY35ulOM9nRWZf3bhpPDYCvTajY6tLuJEc4F57KHpw2ZQdA5BNj1KSz6b25Sqv/4EEKGFiafaGmgL4oNuQMcHsUmCOXE/mvhTxF9vTdmxYALxP80F69Or7M91w+wgAFjs1IGJacDpMJ9R1uRspySuaLtxwTTL97lzQVzz8OocQMoBWc7qZ+ansDLWZfk6Pr58/IdGevF5jRHAzDg/wVcYRub7LUwmrpXGQDZ7/rf97KLBA8f5KfKIYTYI8dfKa/ICKSSv59uieYATWBuq/5oPt3/HO96Bd7zjHQOfc9ttt+G2226T/u7qq6/GXXfdlelv//qv/zp+/dd/PdNr8zJh7IVjYwXRDWNC1b/q2qgZQvzzEuyS3ej8hpAdnFnfSxiG+M9bvozWxInoAacNHPvx/u+zHHpPz4tB96K/Alg+EEbONAvitmvxtPDYqc4cels3KzL/jaM7IpoxAKw/iQD/0dAcbTbpNSGYJ1a7DR16XCDb+3/v0DKl6mukMk8+N9sCqkJbUEZfQQ5hnqFhqsd/Xa3U3+N50Hd538D7E5k+iIm/C0Sf0Ug53VpL7SZ2L7LTBpbsOQAvBpDtHgnCAEdWF8S/FS6jxzrKkkg+syCyCHbMnUDJ3tj/2UhbkDERLAnib7jHn+8xBrL5y2EtTObG+ZlK/CmTwKC4n6LHP4/RwyYQf76QyDOKpIi/xt89WV/CI5XNwGVtoFPB6MzPYrFLFsqc+C+IcUXbXkUPnc+SoB9eEUVUm74HlFpAJxq5neWs/v4xdrb504tHYZ8Xr2MEmbdlRUIDMZBthkkpZzKZYAeRBJ1D/MMw+j3v65LYoGkBJtoSHdtiwI88hIjz0OXg2dEytrSJeGWYrSniXxhr0XiT+OeSYzMBvQkRDF6ER2eDqPrJ9MfuiDc/vyFM0vaemT+JLbQfdt00YMfrZ2FayKrdAIByjD6mDbxnm6uYbq4Kj895+lT/v93/YPxDtY77T+43098mqO9zVP8M1ysbPWi8v82WHaZmmAQmpjDQ78O1bTi2xVDMs4ox8SON2APaTJGQiovqHqZJBLt4BtFSy0ukLXF8sYF79kxL+7VN6oHIkPlVrEZFwoxrTtWX0QkkRZEw9h9ZkoRn50W/tn951rgQaJmjxJqYoV0yifgLqv76iL9Mqbts4FoHoW1AdiYhK0RoGRP3o76L7fHPvqZqv8oeD4IQDx2aS9wSxPuX0xw7UfY3dBD/v93zMDy7+zdKLfiTcTEuy+fuBwGOyJJ0O9ZCyXLvyQqPAAA3/nyyJKhbTx9ifm4EnS74EZkRdqIrFglNTBaJxoma7fGnIIXsb6ZalxMC5YuEmVlHwkhRA4k/c16wjCNTrUbU8gApljl24orkObpi6UmsSPzPoHmcExQoMQZ6YSquzVD9tRB/BUUnj2BeTPzN9c1t4USwAGBkXZxMZ3F2R1bFgxQAUIoPvbQB196lGenjC534WrMcTqcayziwyiKOdx3fY35EV16Iv6GZ31LE39an2rJJuqFxfpKDPw9fUTVE9adFg/V0qojGmoDcf/FFQR7xD8Mo+R9kU0tN/NTH7scbbtmGX/q7R4Tfmxyn9ZwEbQMAlCMYL0uCLkPbAKAekMJjhnX3L88Kjy13WrDd+DPOuv9mnOPRmNJLnoNvdYyL8MmUuvkzN6mJqv4GWpiCwX7NTN+ueK1GWggMzeYG1D3+TY1YRZVoy/bxu762A9d+6od42V/ci+OLDcmrYmt2fKEgwVP/Tff4f/voTubnRiWOC7LcI6eay/BC8XVNkMQ/wz45srIg/wVN/DPsa1lbwnQn/lvZEX/RVxhv9eMRfxPsxC5IYb7HX2wLyqxJxLCDzOQ1bEGTBUlNUf0piyAPqn8SQFO3LSiJFYn/GTQxoTFEieGQFFoZy4Pqn4dgF90gkVCPOfqcTNimMhYf+Fk+92Ori/JfkEMvbcB1vC5fc75DEf/0B8kjM+J4sx1zJ8yPyHHFEXlZAmT+8Clx48RMIfMAmH58ExTmqMfffDAPgBuRk20v8ImSqWBehfivCdVfMiVkGH3u9h0n+gWD7+w8hQOzMVJ+sr6EhQ3PAi/YHbUFEcuCnh5WFQm77KBMib9izZVAz6+pCpphqdn/d5b9d7K+hOMTT0ZjStedxjdOPcwF3Qap/qYngEgQ/yzfmYD422YQf75IaFnsupmp/ty6VDQ4a5IehiFzPROGRnSpmI18rDJXb+PvuuM+Fxod/MOjxwauK9ML4dsSpdMEMsYqncDHjrkTzGOr9gJ6ffNZijiqWKUvNoqsiP9w8CMtUNH2PexbEouPM178HrIXCYf4CiPnvyXoEWXpm8+NyTRgqgig4yu4goIJ/5ND+wDA+m4aq3T8MBNDtWcyxhKP8K+0hgMZeViR+J9Bk4mWmdggPNXPlLgfpQVT3QD9Xhjxmmji3/aDVPTbYbZHhqRXiLBNFhEsRZLulAnin/Kzn6ovSR+f78TXmuVw2sP1FwPAc4unjYzI4Xv8XQEZ0zv0LCvq7zLfDyw5TA0lCfSAMtW3C8CIaCCP+DN9u1riWvFnlzfVn0/8ZUn+sAkgu06vMD8/MxWL4v3mD2+Hv24K2HASeOEzzPMyJdMKdL4XIGuv2a72/9kIWoAVrZdlTx9VJAkhg+Klv95/OvQUQit+3YNzu40U86SIfw4FBbGgqc9kcnNA/Hs+3YRoMM9kMrIm9z1T4bpcBLs4X7Fnmm2l2z0tttZRk/kWHsWT+6hswfyuhdNocy08vuVHffPI9rkfpZR88vF78PrtRmn3SRiGLNW/Xen/0y5l9xVHVxcE0WQAON2mib8JdqKEPm/k/BcZN1n88NBpJUZ8hYTqb6SN0kySzhcTGKq/IUCTshMBzXajIYAmYF4PJKkVif8ZNN4B8Idp1oOPdxKmxvlRqv/6WqxoJTvo/vcP9uEXbtmGrz91Qvgdb1JKDOmFSUPbS2J7l8TENyAIVlrHFIQBjtFDrxGPmrHLcaCQ9pCeasTJB5rxuKAo8Y++4yyHyB7J+z+6ugDY8edpTASLU7/WPvTsSH3fzIgcEfHPI0kw0uPPFfMAGCko8PPJqa/Iqr4LsAyEdYZGdAHJZnNLR382Byf+/CzuqeXIHxxZmWcV+EeWGd2ObCj6gvwX3WS646dHhU5SX0H8D7uuZpJALHRienOW/fdDrm/3dGsJ05240OmfbcgYh3Y7tgWLxPNGppUIiH9WXzG4LSh73y7rLyuOvnYQfy0TFTNK3Sp/WO/4zH21d5ot+B1bGEz150eHAuJUEVm8kjXZ2bcsb/dDJaLlZ/kumT3dGGd/SXxQGltoN9DyyefQjH2QVaJtQenWVfkf3XbH6FqCaLLRpiPw7cifmdA5ErRLBD2QLG1BEr9m65//3oBefMAQ+Mij8waKCa5tGWxLlCP+gB6bWaVHREHMgur/I2iy3mUzlTHWSRjr8Wc2SFyZ54Pxp04s4X3ffQ537ZnGO770BGYksyqpDauMrUroMEC2TTnfqmO2VRceb1vZE/+Z5ipblaeHKUHG0tKGphoE8SdrBgi1gnkZ4g8AHfIZmED8y44F27aYcW66VP8ebd444i9V9TUvmGOG5iaj+hs6+B1aRTd1mJoR7AKSIf4ypdxhfm+Wo+ueXIp81oOnDopPHo3R9Wzo/EL8Q4eMBKBtQSnv6dNNksC0a0BAjvbuumn39HKniYU2SYQao/1/Bo4e4v/0vDgt4OAqm+Rk2X9trvAImEfG4uKjnq/gvw9zqv5iP7CRuIIf51fSX5N/j6y4n/m2xDBkf3eES/Rl47WoJUHxZM9pZRyNdnB5Tv6LLuKf5R5hWggFXxEl6Wn75hn/A3CJf3ZfoSqSLnh6QoQAsGNlfzTZ6MKDuDf4ATqBzxb+s2oH8FR/I6xHSY+/awD84HIFXow5iyZRGIYSPRB9IVBBXNRAqxGgpvoDej5I9doV4i9kVH8TI0eHWZH4n0GTVfxNqGoLiH8OfbuUEsPfqA8fYQPjh48sDFx3mAjGwaV5YN1JwGULCFmSiH0Kwbym1UAPRU/7GR2nlPzQAppxgMwq2qZzoifouq0RICBOOWNlHlCLBkafATKvC3RR4soK4HSIYI5egCxX3zegvivp8TeRJAgjcoxQ/cUihZlgnkf8zSh1M75iRO0r0lgQhNI9z1fNs9DneJbAya7C95NzImOpNJod8Q/CAEfrC/EDiiKhaoKKypjpH14J8MSCQtq9J/QCk2Des2NfnKVvlx9nCAD7V1jRQ10U3STizzNj6P+BbElCXqr+PDIGsEJgJhA3HqTIqqrNJxasuJ8ZxJ9PvKgP4tH6YcwgmW+ha3h+IPXxvdFoae3giiLxd7O3BZ1ukCS9UzbiKxj/4zsM1T90svf4M4i/H99vrM5Rtvtka/3J/r+XwiVsPrEHrvG+eZH1aMyvMXGVuYKmLjuIb8s11Y/PX2seiD9tNQL0aPeq11LVfinirwA6TVqR+J9BE6j+jmWoMpYPJYYeaOvJ8OrVNkufe+bkMvO6Y0OUcmUbpHeYnm4s4y0P3gJcsht4ySNML349Qd/c/9lyAP/u1ofxjacjhIkRwfLjzyVE0K92py24TNNqt1cCOvGhFzCU2JSIP038OxXAJ07Jia417UHqBT5OUCYBsRZV9c1wkIRhiEOjjwIveQx4yXYcbUXBvW6SzlfQo/+b6MUfvG6WJD0MQ7Yybds5qPqLQoRGqH4GlbrZwzQO5v0gzBykqJKLjh+vGYYhU1Hv2bCCA5/4Ty1F7Jcn5o4Lz7WrRA8kpa9YaDdZSiyl5ZtC/L1y5Id65kR/L+3eO0XbBzwXvVncAJv4pw2Qdy9OS1XFpxpsocFYL6wJFE/WFqSZJFC/FbUOsOigGfqurEiYLbDk241MAAoC1Z8E3iptnyQ2qG+Xxhs8Wj9MBFTmR+jEkNW2F9HH10/1++Vl15TUhiP+6T8fNkkvsb4iI5Nwmvc/PvU/2SeAqNoSlr1mX7sky/l/urGMGZ/VWvnesd05tPpJEP9cevwNFAkdM0VCsYXZEJN5QFuiqbym6jqsfplhqj/AtjHLxvkViP85biLib2qDDKLEmKfv8vS5A7MslZ6fc8vbIMT/M7u2Yq7dPagcH9gQI3DDemF2nFjEjd98Fnc8dxq/+g+PY3qlhak67ZsfY1H0bp9/2s9dQNtIgh468SZP65wZqj9/mLped830CUJAKYf1+DCtIy7QZAm6fzC1DyvVU/3r+9rUQwD0afl8zxxgqhdfEsxrageI9F1+nF/GYJ4T4QHMUP35gz+P2bhC31zGKvqg1/V8QcsLILt1B702DEMh4J/rFgKemT8pPN8vZUf8GbQNAFpydpDWun5JWiRMH8xTv1Zm2hI6Fkn8UybTKhTzZJNN/LXbggwl6Pzr5HO0NVE8CTJv5lpFqn9aNolqXRMgBZ9Y8IibiWklg/p2+cR/sekNLDaoFPt7bXyffPaBiD5+8R7gsp2g6nlZPqNDdK8QnZ+er8hynky3+CIhRfx7viLdPTLI/4Q2iYFSxhUM60ihR5BFeX2bZLLTk3PH2R7/DDGQrPCfW4+/ibiCu1YgFjoEsiH+w6eVmSg8skxmP8iuwE/3Zdkd3Br9j08cx0/85X34va8/PbR1R0X1XyaIvrzHv1D1P6eNOkHbAmzbYoN5I4qatrFgnm6QDQTxB9jDlO+TO72crcc/DEN86wg7wxYT8WiXYZ/Pffvi57b9AFsPzbPJdKcMeDE6n5U+x1S7/RKToAdWB73DP43Db/ueGHhLquha7QOBxSQejZBS/dPfe9888izz846lw6h7bU6tO8uhJwayrpFqt0ifZ8b5GaHvcuP8jCjamlP15z+DPBB/USk3mw8a1NrT8yFKIdABf3O17QtB3mLDQ8PrsKJ5XYvQ7mxtQaebPIrO+59o3TSBXBiGQxC3XpEwZTDP+zWSILSt7Ii/aqrBFMdEyoaMDaHkGzhT4+KjXuA9DMUzoagtpfqbQNxsvkhoBvEfr7CJf1ZNEH42N/1cGcS/KQbZSwPo/ir/stL20fQ6+OSue+MHx+f6Inz8NSU15rymiW9P1T/DmgLiL/EVXsqzTwQ/SAxkZ4uBAM4HtUak2iVZ/MSuxdPCY0/NT4Fq22Ur5rHXUnZFVX9jPf5GdI5Ef6lb0OPjprzG+VEmM5DdB/GTjUZI4k99xUKjg9/42g48e3IZn9l6CN/bJd5D1FRgw/KwHv9C3O/cNhbFi74KE4I5fJJQNTXOz1cH8/RmFRL/DIh/EAKn63XsmOd6bEut/iztYUnU8cUm8/OhuTpLn1dUu9MWXAYh/rAA2OmptsyavWtlULxozbTq18dpBd2rMInHahgHKVmq3Vs5pe524GHH3AmW6q/b42+yv03W46+tRyCpdnMoQqCd0IjifiYq/m5OfXOiYI4ZdJBar0ouo/kDgw9TGb13sdnBYdXYPSuMi4Q6gSyXTMMOATtaL43vX2g3WOo874MyB/NcCxNZs2Ppjehi1u0a34KUDfHv3c+hWcRfUnzUFdeSjug0ouo/GPHPOq2Dp/qbQPH4XvyRMh/MZ1yXY4mpgvllSeAtmwrSf62igLjU7GD7zBEsddiYA2MxYp82nmv5HuYZcU3aFtSl+mdK/NX7OmuRcOCaGWMgYV3eXxoWOF5sN7tFish0C49AVCDLrcffyOjBwX5Nt6AZrZtDj7/BCQT0PVYch/FBFKR47OgC4zu2HlLEB11T+YrVIT3+BdX/HDcZfcfEBuELCnnMuxxEnxMT/8GIvwoBfHT6BEtL71l1RbgemZ3kmAYnlprsiDyvEqFuPXN6Pf46iD+HtgGElp/cOc+2SOIfIjpIPRHxB9IdpicExgMZtRbGQUvag98PAuxcOCU8/vT8Se1+fCnV3/ihZ56+C0T7r8wdUNmYBGsj7mdizTAMmYR4ouoyo8/4g23nyWV8/uEjQ5lB/PVQJsmqBuK/JCkWLDY9Vg/EK3FtQdkQN4YSyxfzgEy0fEFRW0n11xQMpIk/YnZC6hFdVFW8PtH/52xrtd+3m2VdAJhuLwI/9gjw4w9iH3YDyKHH3zZTfJQVE1j6rjm/ZobqzxYfTYwe5lszBBTPQJGw4tpMMD+I6g9EbB+VqWi4S00PD8gmgNTieGNYceTOXafxhs8+hPd861kEQSi2BTVp4h+h6GkTs7rXRt0jhQ0h8Teg6s/7H8AM68grww70mUyAfKQxwAsc6+1pINonwmQjYz3+psEPsYUwS+LPF5iFIqGha6UgKZC9SDiI6k99BT/y9yDX0sybKq/pxSi+QqxYh2mZ1NzhTyksLxvWi2dqnJ8pxF9Gn+u9h14lrOMHWOAq5rLAmpoKjXtmXkwkAQCVBrA63IH0BLp6dnyxialRLvFl+uazJv5cgBzaESWti95Fh2kt1WHKjBz0SwAs6bUC0WfO95GpjKEOehUm8W8Gen27DV9ESp6dPwnXjimK+gGyyXF+EsRfEx0c1uMPRIF3JaXnZScFyMT9zCCZJpS6vSAErddV3Kj42Dvk6IF4eK6Oq//PA6i3ffz4BWPY8Z5/wygrU2tzlLyqa2OxS9XtHaZzzSYwsgi0alERrmuDEH+5uGgHB5fjViG0q9E+rnR9SqkFNLJQ/TlkLHCiSSBW9wOz0wezbH+tG/kfiR6INtrGFzRtHwjc1EwChupfn2Dat1BqRSPGkG1f/2DpUaAa+c4ngyewc+H1OfT4myk+ynv8DbQl0PNfQgvOg0loQtyv0qVFWxb6/iNrW1ByxD9dj63Kjyw1PTwrKXz37kVgcLzS8nz86hcfx0Kjg3v2zuB1L96Iiy8k52lg9fcFgC6K7qPlpcPupocWCbMi/lxbYujAtRx4oR+v20l3T8uKFHZQQn8FInAchiEsWl0eYnsUk40a0GM98gwMGq/09kgm1qMkQTchGizTDtJtIcxrTDl/raaKhG2+SKjwFVPLbD7BA4u8KVX9uz5H9fu1SPwLxP8MmqwXr+LoH6aDxvmZEvdTbZA5CW1WRb/tv1ZxuO+R9GEBSIy28Rvz+GJTFMyToOhaiH93PSfUq0wziH/vYJYc0EC6A4pV6mYLHw2S+Kc9nGQiaEA0h5cibtmUumUJej49/vojurhDj1P1B7LRYmVJAts3lzFJ53xQHkrdFS7wpsH8Pz891fcdO0+t4Kkplu5NrcWhg6PleD/U2z7avoffe+zLwIuf7E4Aiffl4B5/0T8FIbBvMabpolNl9UCyIv58Lz4s2AHZ1z12UIp7Tyg8Aqyv6BcTdAqag9gJKQW7KOLfGmGmq1hu9tFfda+N3S0Wdf3qgSeN9/ibKj7Sz82VrGlECFTGJMxI9RcQf0c/rqAJS9mJxonVDAAVQqySAvEfpgcis+WWh10LknilXEcSPZCnp5YZwGTznmlWX0S2/9xO6tYxZk8HVlR4NOIrxBho1I6ngGTxFbIihRMSqj+JgdJMf2j5HhcHxTHQahh/PtkmdbCfm5yhqMv4k8VAJop5YpEwG9VfbHcwA2jyookWwyQ04ischxP3i393conNJ+Yb6VuYAcpO9BD5BvY+0wFnk1qR+J9BGz52Rz9I4YP5th9k6jHuvbZnZUd+mC5KhHFkhys1VeVr37K8KptUfX+2zm7M6XozkWBeWmcniOUAcCUHVBrnPNcitKJ+MK8akZP8+5wZQN9dDZro03dTHk77Fd/VkdV5bcRNqtS9Bj3+WSixorCNJVD9s1Tn5b145lG8ioEiIY9slV2bpc+R/b5vhqXL7R9An+PRwVHif1bbHv5h/2N4aulo9IDrAecflv5N3lQH9JEVkqB2KqCq9lmFQAX1a3C+IgPizxYJJYm/m230pxDMhzYcGjI46YsUYRhK2h1iv+aU4+8ira94cvYEfLDX8tD0YTOjP6W0fIM9/hJkPrsQqKRIaAJx48f5lfQLj4xv714jjVeyIv4tbt00iH8WX7HQ7GD3kiTxt8NEvuLoAksjPr7UFIv0oQMrpPsvPS1faEuEZR7x7+7nEYcUSjPojDB+olukKEkAFSDdvj5BC48A0260wiT+JtBuWVtQHjpHBtp3JL4iiw/izxnHVOLPfQaWZRlpY+ap/qoi4dQyn/gPHv1JiwZ0Wkkv8d85Px0BFD/+ALDxGHM9aXS7sliR+J9Bkwp2GaLaxuuylDwge4/NIMS/dzPLVHJlypU96/iBMiA9UieIGxk7h3IytI2vzvfHAvb/uJzqb6LaXWIS//SBdxrEP831TvNJAlXfRRDRd5Ee8T+8shD/0I4P/CMrC6yqv7b6tYiMZWERqNZlBLtMIP6OzdB3gYxVdHItruyANnHwOzZL382MjrLXUnZs5YicY4tswHtqAH2OOaAdPvH38fVDT7MvGJ/r94xnQfGY0Z9emWkd6O0/bao/ABeycVrJ12UEwPq+QsY40rjWbrtRjUHx0icJq16bbQniWFdOiYprpbveR2aOCo89PnscZEubRfw1Vf1lhf+8BLt0e/zDMBwormUipugVPRjEPyuTgEHxWJCit9/DMJSyEQf5CtX1HFtZYGnp1BKwg3gdpGMLTZziC2TgAYX0DEUZO0jKTky59xYkPmjMJb6iz2TKyE7osqNkcRWQLl5h2h19J2IddW01iAvP2RP0MGo3KzUURULdGMgg4i8DFDTbghgmkx0l6CZGf/LrAjAiRjyI6k9jlWluj8pEgVXr0iloPYbhB5/6TtS2bIfAhfv7gCaQvZCT1IrE/wza2gh2sVR/QKOKPog+10v8JQfpSttTVrD4a6HB/HSLBN6rk/G/EyD+skN9qRMfThYsIJAL5qXZdF7gc4F3tF4Zeoj/bJPv8QdHyYs/tzSJr4D40/cPZB4TeIQKodXj72qmtQrHidcyhvgbofoPRvx1K/NANKZT6PE3lCSYn41rvjIPiGrdtBLOT94YlPgLBzRZc7nVwZZTB9gX2AFQie73Qe9FhfCdanJ0UANCoCLVHyiD7MEM6tfzLVniz9N3w1R7OggDVmfEU6N4WkKEXgkWEeyyXVrQTLf/Hps9Jjw216qjriFaCkiS3h467+r6iiE0W0OMP37dLFR/nkptih3Eq/oDhhB/BsWTB/P1tg/ZllAVAqN15b872liIf/AdoEWS3gSJ/6lllp14dKHBUf1lgEK0V9LcJ6x2UOQj2FjFBxCmup9bvscW83qJv0M+gwwtBILGCICSJaf6pylUnBgw2YkKHKfVLgG6e/rS56J2syu3Y/OJrsCoJutR2uPv6hUeAfY9ynyFLtVfJhhognHU+zwp68gI4u/YqJE1aWywxIGai01vYIsJ3ZcbRuIzbqXt43RjGVtn9sdPtgBMxoyhvPv8i8T/DBofdAOmEn+2oMAj/iYOaUEwp6NO/MNQfYDz77G/QSwfqz5JAkgyGVHngoGfT8sLhEN91Y+degUVqATz0hxOi21ufE8v8bdyoO8G5Ht0sgXIMzwlL3TggqybkfVwhCL+hDoHAIFr4DDtWs/hu0aUuof0+BtI0C3LgmOzvWhZAnpZkcKEuA/PeqBBtx+EjAZAUuOTVtdWK+Ue4xP/ARNA2APaYoqER+pzWPUkPXe14RNAVAjfTEtNSY9Hfw4PNo4vNrDa9YvC/gNQtUgynWH/ydA2hGRPWwBsNbNKvmaTnajSvVYmmM/AZGJbHWwgdOAEsa+03GxMJgDYrdCEmfPiBEp3TwMU8ddE8STBvIm2hDxaCGV7mqJtXhCm6rPuWUdS1DXR4z+oSDgoVgEGU/1VzIapBm0LSq8Hwhc8T620xB5/ABXqK3rFx8y+out/7DL7JMfL7n/IumMujYF64s8pfIWEHRXFbfF19izNukziz002qgd6RcJtM4eAye7EAAt4/+PfQxiG+fT42ybAj8HsIF1f0RtTbgKkkMVA1AdlZR3xLYSpJoBIWpsBcbIRHX++2vLxg6l9EL6xkdiHZP2MklqR+J9BG0b1N6Hqz4/zA8yMvYh6bFlxrTAMsfnUc8CmowwNC1DT/cXEv3tYlLgEgI6ysQC4Htq+uhdGKihIrqnUq3Iz9PlutTtFACPM7e0KVVVtyiToHnopHP7cUBQvALr9rEnX9QM5ilezZb14Kan+FPFvjTDoqO+QwzRrcDg+A5x3GJ4drUUD5DBMJ+4TXwvZJ4ZU/WUHqWVZ2iNyho3oMsIOss3MxhURfzniFoYhZrnRn8kRf4fxPwfr8vFMSRD/ValvCrHYoXslmxDo7397Jy758GZc9r824/DcKhZoobC7n6t0/2UoEsqo/hVwTB7bTDA/KkX8Mwbz3dYJmvhn1S4BgAPLc9LHZztxoG9kNncevqLf4x8H835K4Tbpuoao/jLRUtFXZBEtFf0aRfFkgEGS/ldWsEve469M/Acgh6r9zrATO+VIE6RnCRL/6VXW74UhMMUj0+CLhBl8hSSuqFpV9kmOl2qfiL4i+qxHS3rsIJluQIUCKtxko6TG9Ph7Faagu0oT/wwJ+uaTu5ifd8ydwMGVuXx6/JkiobkWJt1pQVLE38Q4vyExkKnRn6q2RJm/UNH9fW6yEU/1f2L2uPgiOvoz42eU1IrE/wyabEyZiQ3icRuEP6Azb5AhlbGPPXMfbjr8XeDCA8DlTzIzmVcUI3L4JKiP+JPEvxR2D1Lqg5woYVA5USldjxwU/V45XinX9lMdIkud+DptWNEoLQAV2yDi70kQfyAuKCRcd77dQEg/xJ4Ij1R9N/lnUPfamKMFhU6Foc8FTrYDumePLu8GXvgscMEh3Is7Md+qMxX0rOvmo+pPE+l4LZOHqSsd0WWA6u9IRuQYGOcTIf5iMN/yRBR6UaIR0jNehIci/seas7KXJAq6pYG+00FA90qG0Z+Njo+/vC+i883VO7j5of3wQ/L8ru+RFd7S3HvzEvpu1eFQPNvP3D5ghXbfrzF9u7pUfwl9OXTiQlCaz2Cp3cQM9ZmtePTZdJsk/iYFu0z6Ckkwn3ndIfTdLFR/mWgpDyjoFgl7yRGL+MfX2uj4eP1fP4TS738XH/w+m2DxxosGKhF/KwCvqj2I6k9jJ8rimuvQxL/CJv7ucB/E04gBYKYp7uua5lktYwfVSi7KNvH7tpeqZ57xFYGDXlox7tKCZlc7KJXOkQSkkDAe0q57gk524hD/Vb+BvsBxhnP6sflDwmPbTh9egx7/jIi/hD6vDVLI1jQiLir6NUbcL6vAqMboT1WRUMlkRuRfnpqfEl9U6vRzhYLqfw4bO5dS3HRmlLptUf3ShAIvt0EWWy38zyfvjp9crQPjcTCuqq7z77FPiSGJfzmsQUXLV31GK7LDm1DDnF5faeAKz0njRJcIghdVoyOHNEID736Cnvz7ZHvxomu1Qx7F6x2mydZlaMZAH5WvSa4184hAQKii+zYZE5gSwQrDEFtWnuj/3EILf7/vUaaCDpiooos9/pko+ZJJAYB+kj6MvmuE6m8K8ecOaH5EV+8wlQW7g0Z/Mog/J9h1qk0YJ7QXvzxcD0RK7XUpE6HrewTEPxy47q5TbD/7Y1Pc5Itu4C33FRkRt+6+q7kuRlxWtCsNM2a+HfsfKv41KqPvZqX69zUO4mA+yCjYdWCZFH5CMK1hbOKvj/iXc2QHCXogGdB5bwjin8dsbiBbkZAvPAJQjh/+xydO4Af7ZuAHIT6yea/AFqKWZPTw5/ZvBV7+IHDldqDcEH4vXZfcCxsJirfgkfuaK3wnaQuSFRtYdL5XpBd73FMV9NpiMaHi2hgvsUl6moIT9T8WiacmSnpCoNIihcMXE3pJehrEnzIpuFiFChynjFW8wMfBVXG60RNzx/Pp8Tcw+lOqB6JL9ZeI8FFf0fEzMpmkPf4GhEAHTCvrgRSeHzDaRD1TFQmVgCYiEHTHnCTxB/p+qEj8z2GTbWZGVdvQ2At+3SwbJAhYwRce8d+5ekTssZ2InaBs0wCiuM94pXtwkMTf8bsHiCdL/OUbbxjV3+r3zdsRUt+zlJRYSvUvWfH1jUjou7qq/hXHhWORLZvyMKViOW5YQm/7M4JdGdgJTC9iYEfMBPJdeTZB8VIeersXpzHvLzGPfefocyLir60dIB56usE81SFgRbvM0IKN9M1xPojSbIFsRULZ5yoT95MVAweN/hwk2LXgk3twZX38774Q6KCgW/I3SeJfDntjr4j/sdD1FervcmqZ0y+ox3s6EhftUmIl+y9dMC+h+rs2G3inLBLSoNsm4ntjEhRPF/Gn4mKhnU3Vn6H5d6os4t/SRPyFHn9Zj61ukVBkEfDP0VlXv2+XfY0r0Q7SLSj0/BplHVGq7fajcXEvCIEnj3Nj2YgNGz380OlD+MyBH0SK2uUmcNE+5vcqo++RBvNLPsd4k4zeHdhuJPFBix1xX48KiW/aZFrSasT7CsfXbjUCgPGy5Fp1mUy08GEh02cgtFB4HDvK7bFJ093Pe5dm0AnFe2ff0mw+Pf6axQRADijQdiPdCUQy/5N5XQmbkgU0szIJ2JhNpkckBRKBvnYPbzwQs74W32NL7SamKOuEPrVSJP7nvA0X1jCj1A2oN8hqy8ON//IM/us/PYUTnNAWc62cs+IR/4OtE+KLSM+KSnFTHNHVPThI4G315mcziFt3Nq7CgQyj+of9tSwO8U7X30ap/iUMQcZ0D2jHwWQ5u1IupcJSeq2uUrds7JBFRp95Fk380zm0+0/uFx7bPnMENhsfG6iiS4L5DAe07CAF2DGBpg5TE+J+fHWeRxyzFAll4j6yw1SG+A9K/HnBLkr1XwrIPVhfF//b9QDbH9g2JQ0YyFi5Utjdcz7HuHE7A++R05xS9/HV+BoriNlBo5rJNIMMBopgPqUPYum7JJjXRPHEEYGsEGpgZxPsOk77djnEdb5DZnOb6PHvtwWZ0+1wJZMCgKxCoIMRN91rBbothJyv0GUH9fyaStyPj08Oz3O95YprkSH+Xz7wBPuC8bl+gj4Q8SfrUsS/HlJaekUBUgxK/Lm/aQVoBlQpv6uxodk3vyDxFRXXERH/jO0DIUn82VglfQzEFBSC3lQRsYUJSHdWz/BtlKGNGsOkSD/dCQCeltG3Aexbmsmpx1+v8KiaVkJH7+n6HxlIARgoEspU/TOLBrLrSvVAFC2Iaqo/+zgtEi745AwMwU4sS9AWZMKKxP8MmqxnJY9xfoB6g3z8/gP4Pw8cxGcfOozfvn2H+lolfbu0in6yI1KcohmVXvdvKhB/7oAeq3TXJIh/2OuX8yX0ORXVX4r4x48FhA7MClal7PEnCboDsmaJXRNI7pxbvodOQBxHQFE8cd2k6CCl+rthvI4MxctM9fdEwa4OslP9n5wTC0rLnRaON+eZx7SnBUiCeVPtA4A+LW8Yfc6EEGivLaii2RYkC1JkPf7S0Z8KEVBALBL2/Y/lo0XuMaxOslX0UnPoBBDBCDvI7iX8oY2SRXthByNj/ISCRRLIlgjKPV7KTvUPw1BKiRWC+ZS0YIa+S1G8ksxXJL/3piXjDKsk8fetbKr+rFI3m3jNtWO/l6Z9IL6O7mucNmB7Ulq+qWCeL7xlWVc29kp/NjdX/HBs2LbFsJqy+AqZX1OJ+/ETQE4mFAKNRnTF+3a14+GOYxKNgNEFAIM/HxrQbxrt3rdWgJZFro27/5K0BQl+jxNH7rUvjbuSZFqTHVQVqP7p2h1pkTAkcdW6csy6if1PtoJCzHgQJxAAyfe1akzpuvJI/FjGyUZ7FkkM7Mf32/7lWVDpHGM9/rZeTCEb0QmwiL+2bodknF/WdeWApj7Vn79eJlbx1OxEYBDVn/1saeK/HPJ6IOLoz6xFjKRWJP5n0KQqlSZ6/CUJjWqDfH77kf6/v/vcaWXvjYzuGFfGQsyG8+KLgH6PbXrEn/R6trqPpaiiSzckOUz9Tvx5jJVYFH3YoXd4ro4bvvEM/uyevcw4P9oLywrb9AS7kh1OqkkBFdfGJD1MU9Ly5xn6bnxAj2kqdTPzzrvsDJcwCtpWHKClPfRUVfRDK3PMz8Z6/E2K8Cip/rrImKgAnn1EjuiDqgb7gXvXKlP1X5Il/m1PqdqtnCpS5vZLu8bpgbS1En+6Fq9qP+geESYUkMKjS9hB46XsLJ5Vrw1PIhhYLXFFwpRMgnkliqfnK2TBPBUiDC2/LwqbbkQXVepm6btR4t/tBc4qwnfeYeBlDwEvewj3n9oLwLSvEP0PYI4Sm8c4P4BN0vURf5m4X/z741ziP9+QK2rz18K3JS56q6wmRM+6DMVBvpRez8Ze4s8n6TzV3w4j1lEaqj/xFQitfvFfVszTFfeLfAVbUMja40+p/usqBhH/fkHTlbcbJYytFhVjSpl4LeNkIyYmIe1mDb+DwKExkKEef64tMcm0C3ZNfk+L6HwmkEI6zs9EW5D4GZjQLuO1A5i2oCETQFSJP//+1tFxfiFhnHSqYCeAtKWvN21rnvh/5StfwSte8QrUajVs2rQJb3vb23D48OHEr3/sscdw/fXXY3JyEuPj47juuuuwZcsW4Xn3338/fu/3fg8/+ZM/ifHxcZx33nl4zWteg6985SupN0heJlO0rRjoWZHPu5RvEL6KPqMQzBEr/kRVu9yAD7IxGHGtRvdvKhB/jr7bR/zJYdpu98bZJe+bk04RoOry7fgaJ9zkwTwAvPULj+FTDx7EB+7YhQcPx2PEbKK6Py7QbMPEB/Ryh0sYGPpudiYBZSdYtG9Xknikqcyz84Z7St3xdbaQbTZuGIZ4ZuGk9HeHVtnALW3gHQQh6LknHZFjEPE3SbWN++YIJc9Aj1/vkK5qztGWJR4yqr+MPheGaqqtUly0RHQ2gmqkQM8VCQcdpNQf9jVGnPixkKA3o4KvUH/ugi8lNHaH7D+Rkp98pChD8wfYHv9ydlo+XZeyo9jCY/q2hIWW2MLEKHUDmXQORKVu0moUBv33n2X0597lGeCCQ92e4gC/tfWf0Al8bpxWFmReQt8VREs1qf6ycX6aazpdwU6ABSqyIG7DCo+9IqEfhAKDRjVKCxis1D0fKECKSoQED2oLkvb407bE0BI0bgAAzmAfJCQQzOjhEnptQRPSImGye68T+KwOU187iEP8U/b4qxL/DVKqf7J7xA8CBlTprVt2bUyUJaBK0nZHXuC4G1PKAZV09zMz0rgxDiuM7zmPGWmcT5EwrV/jWRIy1pExxJ+n+htiPRiZFsCxjmQghXL0pypWUQGaAJoWYZy0q5wQ6DlI9b/55pvx9re/HbVaDZ/85Cdx44034u6778a1116LEyckPeKcPfLII3jta1+LXbt24Y//+I/x0Y9+FLOzs3j961+PzZs3M8993/veh2984xt43eteh49//OP4wAc+AN/38fa3vx2//du/nddbTGUyRVv+Rs5SpJBSYiTifh0/EJwFf7j2TKbqO0IS/56VwwrQGI+f2Ev8FUGBiPh31ySHqddP/ElBoRvIqYIYeY9/vHnbrfjz4NVnBwVx8/U2Hjm60P95x6m4ykt7Ydcxh14IWGHiQJZpH7DsqOKPKNGTHfyJ16UFBaZIoYn40x7/bjtGmST+bZDvMsXhNNVYYg//5biKvn+ZT/zTVrtF6irAovT6o2wUiL+hgoLuoReGIbP/pVX0AUJXymuVUI352bhhGOIH0zuB8w8BFTYYSzIBhEHxCOLvet0Ajh6mTnLEv0/fJUm631EoVdvewCBOeB8ExaOCeTJfkTToZCj5RDBQpO9mF/cLvPi7m5SxCFLsaUawrHutjFI3kAnJnOKVuvnEy82uM/KtY2wL3OGV+dxGdNm2BYfxQZq+QjbOz1AxD9AXIx6mB9KLG1ZaHvhQaL4xQNXfV/gKAItYkL+ol/gn9BX9Hn/CTnSCCgALCB2ULRKvuB1lstOWjDVl2EGEScj0zTvpAAUmQQcI4s/3+KcTOGZ78UniX6VU/961ZmU9dhN/xxKECIHk5z/T3+87/TGl0gkEKRPpwysk8W9XUQ7iz9SzNRF/WY8/XyRMeb2qGKhsFKSQFylM6YEMAim+/exJ3Pgvz+DZk9zUqYHr2nKQQon4Dx9TzusR+S7ZL+0zg/i7w59ixmZnZ/H+978fP/MzP4P77rsPrhv96euvvx7XXHMNPvjBD+LWW28duMYNN9wA27axZcsWXHbZZQCAd77znbjqqqvwu7/7u9i9e3e/Ev3nf/7n+Lmf+7n+3wGAd7/73bjuuutw66234sYbb8RVV12V07tNZklEMDp+yAiDJVp3WDDfvalkYn6nllv4yYtk18reiExlrEISf38U7XYVQNcJ9hH/4b0wffquFTCIWz+IkyT+yXv8Q+Yw9QjVf12FRbEGHXqH5tjDc8VrAb2lSDLNHNBAqr45euhV7TJWEReFJqUoXjInscjQd2kwzx/Q6arSTI9/l+pftuNgpRW2EVFtrVQBxUGq1B3Y0Yiu8ei+2r88A9e+qB8wpa2iC4UsySibLMG8bEQnv64+fc6Q+q6kmAfos448yYggXtX/r3Y+gFtP3AmcD2DjcWDvK6OEDdEhe6FkXbGKLuqBWN01eMTfC6IRQjavCgkx8T84V2dnRHfizyON+rXggyglmATIkxUR8U5aIKPjuWp2GXWoioQpxf2Ir/A9ha/MkKDLULyq66DmlNDwO+y6aRB/pse/DMDGuFvDstd9H24HPRmIjh+iWhKWUNqj80eEx+6Z2ouSfVn8Jw3Rd4FoXze6713XVxgb5ydZk1/XlB6IDPGXCYEOovrTySnCbG6H3Curk8Bot02k1MSgXvwwZH+3cbSH+FM9kLjgOFkaiUdJOh1li5d8qghZk+jlrKfItBUClqRooDCBHRQo2EFDtEt4UyL+NPHvrpvcr8mLFGVH3sKUaaQxYZCul+gRpPFrQRjgyOpC/ECninJYQwuRf/bsJtBt7zLW48+3BXkBk7SmWZOuZ5bqH63Z0w7q7Z9MI40lsZUKpHj82AL+4+cfARC1MO9+389Lz34/CJmCYsmxjFP9y44VM5kBhqGIjgzxH6wHYsLWDPH/5je/iZWVFdxwww1MMv7KV74Sr3vd6/C1r30N7ba6gnvgwAFs27YNb33rW/tJPwBMTk7iXe96F/bu3YuHH364//h1113H/B0AsG0b/+k//ScAwNNPP23qrWW2JGMv9Kk2anG/KYk4zmkF4s87bGaDEMTfbo9EVaye9Xr8Fe+DOoCya2Os7EiEbbobI0XiL1LnuI1LEoMNnNNPI9i14hERQl+B+AOpRAMp1b9KEmjViK7k2gHkWimKJ6HOpRHBkqn6V+lsbgRx326KYP4QV0Gn99Wx1UUOcUtZ7ZaIVQFsFT2TAviAYL5npsZeUaq/qRFdAKsHop8kdKn+ZM2Vdgf/awdhaDlelPx3TekreBSvF+QQNNdv9yaA0MN08AQQKeJP/EWnTfcK6ysGBUaDEH8qgrWhwgXIKai2NJivEMq8OKIru7gfbd1ignk7QBoUr+l10JaIlpYdW6oAntQHNbwOmyh0v/v1JSLY5RDEP0WRsOV72Ll4XHj88dnjzP7WRsZokdDRKz7KZnNr9/hL1gQM64EMaDWS6YEMovrzfpgG822HJH909KcdDtQD4e/zPuLvUPq8ooVnQFwhFTQlvsJSoejA0Lii0fHxv+7eg/d+eydOrJBxvnD7aLfADnLS9fgzBQUSA22SJP6JNUbImg5soEubL2u2MMmE/QCVEGHy8/90YwUtn9yjnSqqiK+T1Tky1OMvCIGmBT+4GKg3WSQHqj9govgoKxLKEf+vPxVrQ+2bWcXOU3LUX/YZyNiJD83uA16yHXjRDqAc30NqcT8aqzgM1Z8CFULin0APxIStWeK/fft2AMC1114r/O7aa6/F8vIydu2SKK0mfD19ziA7fjw6xM8///zhFz3ALrroIua/l7zkJanXkPes8CIYZuZoy8T9lpriwSkIUvXXFDeIDPEP27U+cgegH3QnEfer9HphSCBfsuwYSaeJvz048RfQB76YQA7T9UwwG6FtqhYL/vNph/G1Bn68ncYrZVQc9noT9+KTBL1CFK8FxD9lgEwRf58g/rJDL03SO8vQ5yTzdum6WRH/dpW5r47XF7l+fE3E39CIHNmeBgyI+0kVwM0VE+i6TJGQa9G5b98MvvfcKSYRGHytXXE/EnjP4CTmaAAGAONx64aqLUjo2+0j/qSVpNVjByUXAqUFgTjxFxNUAFhfYX3FoHtkUOJP++YnKhWUbTotILmvoAk69RXVEt8Lm1LcTzL2CwDWV0QmU9IAeVFJ37UVPijZtTIzkYG+n5goiWsC6Yqaz8yfRFsym3vH3AltdpAqQNYeEyidzW1+TcCsaGCv3bHG+J8e4i/GKoMQf/WIrhC+S3xPfQIICBJYaikLj3xM0Rf3I+h80CG0fKGFMAXiT+KVkIIUkv036Kz+07v34I+/vxsfu28//nJLHF+XLQooOIIYcRhCKfTMmxrx58GP5KOSFxQTUEq2zX6uOj3+DFAjQ/yT+wmmvz+INGaqiNdsWfH7ydzj77aBiWk0g8iP8oh/WqBCEOyUIf66hX9S0NRO/KVFQnmscmCWjS/2cz/L1gTEHv8gBA4szeHWqe9Hec7YAnDJLvTEYlUsJwbxd4kemhUwLceRHo1EDySDj05ja5b49xLuSy65RPhd77Fjx47l9vreGrfccgte/OIX47WvfW2yC8/Rho3zA7KJYEgFuyT0uUUJfU72GMBuZtuKehFjxD/eVJ16pU/3ji6gm/grxf0IJa8n7kcO0nXlUfSEbVxyAETOWU2JoY/bFpiDdMyt9KvdALBR6EVTO31hhJAdb3xKia2VHEGIL6ljpog/PaBVKF7Sg4QWFBj6rlBMCLsUqOHXG4QBG9B3E66KXY56jrlrTVNFZ1RyO1XmvppvN+A68fs21uNvUtyPqvrr9s1J6btU3E/PTwDkMFXQd//+kaP4+b9+CL9463b86d171dcqKTzSYH7ePS2+qBrT65McpkzfHIP4d/eLDPFXBfSkKClD/FnBquTsoEGJP+srxH78pPfeAqHOl4l/rDhiMA9kRPzJ+9+YEnGkxtD8gf60EgHxTxl401YjK3D6hWKmhYmcKWkC712LknsVwJHVBYRE0Dabr0hSJEy/bi5Uf6VoqXkhUApSDKL6q9A28XpJrOJ4bFGvXQM/TitJTAHQHn+JHhHEZFJ1j8gnEMnZQeOVMmpOiXneoP33sfv29/+9+UAslEuT6aqE6g8k3ycy9f2SY8F1HEGBP/lUkTimpNcqipamYz2yPf7x57ixQtlB6UGKY6tkqkgn0nkYsUjin1HguGfL4WKEOF+2Ex/Y9wUcWJ5l9mHa65U9X6YHkkVjhKHk0yKhQSaBK2kLonHD7mnCQgVwbIFrHeldqxAHsuwgALht72PwaPF3ZJlMAFHlNSygWXHtKA9xufzBK8v1QM4VxL9ejzZyhe9nBFDtVgZ7z8nr9W95y1uwsrKCz3/+8yiVUjT5SWxqaor5b+9edSCsMrlSt2mqv1oEQ3aYqnpZpCheyQEQMNSV5mqFC7o9wAoGiPvFGypG/EniT+iaozb57i0MpMTQx88fqzAHKXMYAdhYJU5/SAVZaIUgiT/tBRaSdNtLjDRRcb+SxVL9R11KC0rXt0u1A+i1MvRBK143SZKw3Glx43F6SsGOVjAPAAdp4s8h/gBgl0kwr4v422uI+GfSDjBP3xV0OyQ+iAbzn9l6qP/vD9+9J9G6JYlgV8OdF14DAKhGh6kS8aeq/gzVn+zJnu8R5mir2VNycT86zk+R+A4JZMXZ3AR1bvNFQk47IHExjwgbkhGBEeKfTQQrDENpMA9EiD9T0LOTFzRpMcGFg174UXY5xD/lZBGGPUKC+XUKxD+ND2IS/+UNPaAn+pGMZcqE4qnagoimT+bxg9y6RpH5vKj+fSFQ0f/IqP4qYS1+XQbFI22JVmhFSRojrtVM5CcAeY8/9TtJ2UFpRg/XSo7A+lPdz2HItuFQdmIpZOMKmRBoUl/BFPSIbgAAQYE/ix5BCey1ytodk8ZWKqr/horof9Ig6Oxko+gMGbHjNRsgiH+G8/9o5bm+D68HbXz4ybsFqn/aJJ3/fh1TQqDUrxFfYdIHlQaIlgPA1BIbp88p2EEynSNeJ+Hrh1lxVwDAWBTDKBN/j41VLMvCWIVlM0dF6mi/8IDeOZP4j4xEyVWrJVLJG40G8xzTr282m3jzm9+MRx99FJ///Ofxb/7Nv0l38TmZVKnbMZH4SygxEhGMRQl9ThTFi0x28I+UnYhmSxlHfM8KALitROJ+fcSf9MyN2PGGGOUS9kEbhD5+3liZqfLTWdwV15YLuyic/gLvQBSCgTVBKTdrMB8H3RXXwVhJTPyTBsj0gPY8kvhXuH2TouKtUgqOgvnsQoQAR/XvVIHAQY20EFgUaUmraOsHAEKgtgSMzqN3PpV0q90SFg+gj+LJ6bvx+n4Qph7nIxY/er5C3uO//cgC83wZ/RaQ03f7gbflo1MmQRKl2VajRKqRpi2Ip85l0AMRE/8AIGwSpm+1xiJDKj8RhqEE8acjSuP7oVZyOMQteYBMfYVDxkepg/nh+6/utdGhvfg+LSg4YjCfuNUovlballB2LC2q7Zyix3hdWUTxonUzIv7NUbhB/D0tBvF9rIv4q31FuvOfT/ZMzeZWFTS1xf2GKHUPQvwbnUBJR+eVuuO2IHK2+jUAFpf4J0f8N/R7/GniT4T4KiyTUD2BSEb1p3FFfE/XSiLrT3U/D2IcOVyRkO/xB5Ltk6bvwQ+pr4w+514cK44JTM8ioKNPRXG/dKxHlbjfpqroK9K0BA1L/Fth9h7/htfBcpllHv3LkWdgWex7Tg1+cHuvP6JzDXyFqXF+MsQ/DENhlO5cXTGmXIb408Tf6eC5pVPiC2tL3b+p8BWcHhGAiKFI2hIt6iuYs+ocQvwvvvhiAHI6/iAav+7rm80mfumXfgn33HMPbrnlFrzzne9Mf/E5mSyZtm2Lqf6bG3vBVtF3LZzGP5y8B7jgADO6alkmNAP5potu5NihjTrliGYZuADpdx8kmCPSd1nEv0IEUsZK5Wi8Xc8G9M3RDXneaIV5jzTxHy2LCXr0fhMepgTx73TomCMbYxnpu5Tq73KVeZY6F3SvNX2SQAW71lcqAooHJEumaWXeht1voSg7NufM0lGNwzDEsTqhz3WF/daVRuPHyL2XepSNHwIXHASueAK4/Cn85tavdq9bE/FP0Aub7TCVFAk5PZC068oEOwG+by66F2TJ+JF5OX1OVnjsV9Grq5EaNbqI2yLRWhkiBCog/mWHqaBHf7y7P4TEf0BbEFl342iJpQKTtSquzQXz6qC7JYzoCpl12+0hRcKkeiDteA/YYfyeqwp2UJL9tyBQ8uN1o8A7GzuBjvIrkcS/5HB9uykSD4BH/BV6DA5lByX3Fc8tkKCvNYJyEPu0BZ8m/ubo8zrFR/7rlfX4d/wwcf92/Bo5O0EX8ednaAPcOL8+O1FeZFQVCT3GB1nxmmT0p9WRjP4cQLPlH6/KfJCnTiZV911d9h7SIP6K7/L0CucbFeNEK44jT6YT3HvC2L0+4h9dM+uDghQtTCSuIDFQ2ZWP80uapKuo/nxBF0jHtjkpmWw0QhiqzTBSa0+7LgBsOXUAIZfkL7abeGLuBDP6M21BQbb3ALYt0WxbkHnRQNmaS02xcD67mgzxd7v5V//jGFkSXwT0QYpEiH8/X2IR/6CjSPzdTqYiahpbs8T/6quvBgBs3bpV+N3WrVsxNjaGl73sZZlfT5/Ts1arhbe85S2466678Nd//df4rd/6rczXn4epVH31FXjFDU1RvLnOMl5zx814sr4HOO8ocOlO9JxSMqo/RfzjwPO8ygT68D+lZZfayYJ5p6vqz8zFjZ3zeKUkoMgqZyegeOTQo8Jzo2U5iq5al/182GC+xaF4fOCdRdzP4YJ5+bUOX7fte2hS1VkyerDqusIc32jdJElCfEBHaHxMmWepjp3E1wpEwTyDOvaVusfix9zsVP/9yzPApqP9n79y8En88NRBtsc/i6q/4tDTFtfiAlkAwpjPtL6CD0BkvqK3b09LRD/5qrpsXaHHvxIHXmV/DGiRA2/I6M8Wd5jyQXfJivu7yySxHNYWRCmCka+QC4GOlBxBWCpxMG8F/YIHACZBjVA8HhkbfO8dma/j8WMLTOBN1b8rruh/gGT7RAzmo8/U6c6Y55OELIg/T99dxzEegORFwjnSD8wIoakQ/4SBtx8E2Ls0Ez/QGkGVJP7znjnEn9ED0ZgWoFLq5lsI06+rilV0J4CI/jLpOD9A3eevnM1NqP5Bq3vPcaM/kwgGl52IvjtStjmqf7znzhMSf1WSEH+2/bFfCo2R0bLYQqfaf4JQMwEpLHr+l2yMS6cFJfAVfJGwu26veJw1BmIAhYCj+kt8RSbEn3zvTLunE+kchSESs+hOUoHR7j0w5sTxjw8/nmyU0ldsOXlA+viTcycYv5Ee8Ve1JepNK1G1BelPIRKZTLJYRRaXqBB/Efzo7evuujXyvTLTylqA7SVqC2IRf6roH++NjRUCaDmdTOdJGluzxP/Nb34zRkZGcNNNN8HzYqf26KOPYsuWLfjlX/5llMvRBzE1NYVdu3YxPftXXHEFrrnmGtx+++04ejQO2JeWlvC5z30OV1xxBV796lf3H2+1WvilX/ol3HnnnfjMZz6D3/md31mDd5nOlGMvTPbYSA7Tp9o7WZRkfB6oRmIY6sRfPPhHSg5DnaNJmUVVtZ1OMlV/t3tAE6p/2GGTdKYyNqBvjm7I88fYxJ+KBI6URAEaYADiTwMQm31PgUeTaRFxSy7uF3+mFMVT9fgnCZBpMQEAE0xUFAWFtOhglVS4I8Q/O32XUeoO0T9MqWBX6GZD8QDg+1PPsi0qAL52cIfWQcpfh6pv15T6Nd8WlJYWrOrxk9F3BfQIalVtGTuof5BWYr/jtEfloz8VPf503bJjRT6NUOcm3FgIdMzhFaWTIXkTlRKcUryvS1Y89mqk7Ahz7FX3iPAeeBYBU3hzBD2QQffeD/bO4PKP3INXfPIBPH2K6CUEgxD/aL1kviLe0yNOXMzr3RcCkylDqxHVIyg7eiO6VIg/DeYt0g6StFAx1Vhixw+2a6giDtAWSOKvGyCrioS62iVK0eCUvoJpYVIwmVT7dpDJJxCxa7Z9D9+Zewi44lHg/EOgQgvKxJ9b17GjOeIU8fcaPXYQFQ1uo+UHUmFbaTBfsfp7K1oruq9Hyo4wLUh1/tN7Z9hUkZESL9qp3n+D9IiE85/xFSGAZOg8w060nL6v7H8+dF3LzyQuSguaAtU/JeIvm0BUciytdkdATvWniT+AfoEo7Z5+ck4cJwpEE0d0RINVQsRm2YkGx/lJtctEduK0JPGfVYz+FHSOem3MlKHYs8XzGI0XlJuJAU2gm/gz7KB4b5xfo4l/8qk+WW3NEv9Nmzbhox/9KB5//HFcd911uOWWW/CRj3wE119/PS644AJ8+MMf7j/3/e9/P17+8pcL4/luuukm+L6P1772tfjEJz6Bm2++Ga95zWswNTWFz3zmM/0eFQB4xzvege9///t4/etfj7GxMXzxi19k/nvqqafW6q0rLUllLFPfnOwwJeNsjoSHxRdNTgNQJ/6yg59H/Eet2HmWQpY+l2yDWLBtC3ZJPkN7tOxiXYUNEFWOie3xryir3aMVlwtku4ee4oBiWiEc7rPigvkxLvBOLO7XkdN3owQ9mwiPipIHdLUVXPEwTeJ8qPou27crH9GV9OCfqscHqRPEyQedzR3aZDZ3Skd532lRnO6uE3sMq/qbRPzFdcXRnxrBvB33+Mnou9OrIuI/l+AwjRH/3kEa3y9BcyRS1e5ZuQkgVPo8vqBpWRbKlXgP1khb0Gi5zI7IczxpX2EYhtzMXRsjVVJgIAnqWNkRKOltRdAtUJBtzleQcZq1kqRIOODe++Pv7+pTuvfNkwIZWVPwFVYIWGq/Ro22D0SJf3fN7j3MF0qT+jVG3C9kg3lpu1UmcT+S+HN9kz1LWoA9srJA1rUB30U1JD3+Hplmo+srmCJhdl8hU6kGxJnfeog/29LWs5bP3vMHZlfx2NGFgdNhZCgeS/X38YePfw+PNp8BaqvA+YeB9fGMbpXAn1KMmJ+hDQiIfxjKzynqX3vvu1rl/n53rdGyI5x/qsKsmPiHrL/wB8Ural8h+Gc6KSDgQApa+Ae6tPx07CCqv9P3FUKRMENbInn/ZUcRAyVYNwxDto2pn/hzsQqQuvh4sk4T/27xxymhxJxBvcQ/na94cu5E/EN9vP/Pp+enOKAiQ7tj11SFx2zAo6LHn1k3ix7IsB7/6Fpl6L6gzdVbk2NH92Kgmizxb46BnQDSTNzCDABjHNWfaotcUGOZrHkj/u7wp5izd7/73di0aRM+/vGP48Ybb8TIyAje+MY34s/+7M/6PfyD7FWvehW2bNmCP/zDP8Sf/MmfwPd9vPKVr8TmzZtx3XXXMc999NFHAQCbN2/G5s2bhbU+9KEP4ad+6qeMvK+stha9MMI4v5EltC0xiMdo1E+tEveTUo0dmzlIK2HsPMtWBf1b3FH3rLAbJNpsFJ1pNOPPYqziwCvz9Dn5BmF6/DnEn/bMCT3+wEBKGlMYocUEWMxhWitxh2kacT+JSi6g6vEPEx3QFG0r2w7aIeuQs6r6Mog/17fL90MDyYN5ivjbfgW9T5oKdgUOTfyTO8q618bu5Snh8d2L0/CQvX0AYA8niozpCHbx6/aDeY7qrxXM075diVLutATxT0KfEyroBPFvr1bZg9QKgVIrEeLfu1630un7mTJJysbLLtqVkXjUm0IIlP/MKq6NSiVAL4xzSH/pWIVribFCdAK5vxQKncRXVJ0SmqTmXis5XDDL6wOwtvVQjPK3AtIzSALkKl9MACLELWUwP0L0UMoyFM9OVkwAWB/kcH27Mv+TtKAwz4j70b7dGEUJ7UjnAbAS7+sjdDZ3pwp+RBeT+GdS9ZcHyLRgmFYIVKZSDegj/jIWIcAG83Tf3rnrNP7957bDC0J86i0/gf/2c5crrleG4hFxv6CFm59jASBsOgbMXwTAkiL+QRAyWge9eGWk7GBehrgJE0BCNDuBMC6NFxcFgHI5fswJHfhdgU1Z4q+6R+h3NlZ2USqF6FDX3o0BLEve7pdFjyggGkxVvi2xv246xL9il/p+U4r4Z2x3DPiCpoz1mOBaG35HKlpadmxUHReuZcPrCRWmEE4OwgCnmmR8XPe+KrsONlVG41imh/in8BXTzRWcqJPi7sIF0Tg5ADsXTqHkXNH/Vdp4RSVEzCD+hlqN+XW1EX+Zqv+AaWVJCoT0WkfKDmD5DEMIzS5DsfdYuTFgnB9lJ/bYQQ4QyBH/C0dI4u90MoFDaWxNE38gQuLf8Y53DHzObbfdhttuu036u6uvvhp33XXX0L9z6NChDFe3tpZECCztBhEOPZ4SMzYveRW6o7RCcQRV/1rFg9+yLNjlNnq/sUgQX7Uq6LtCx1OP6GL6dqNrDanYIAFzRssuwFBCOwPFtXo2WXVhOV6fpdMmo+xGSlyPPzCwx1aV+I+5ZSyDTZ6EQ6+TlOpPCjMBj+KJB3Ra+u6oS4oy6CL+GacFzBO0jZ+3KxP3S0z1J4edRaiYtG/Xp4h/isN0x9wJ+BCvI0SIg6vT/Z+zjd2T98LqoHiAvJjHo3ipg/kEhcd+jz9PG0VCxJ+ieNxBGjRHItQlsGO6rNtWCnbJrtcuxddAVXJHyy7Cco0k/nKqP++XKq6NcolSd9n+Wr5I6IU+wjBk2GbRuupRfmNupT/V2bLkLTyq+1kQZSOU4JAm/nyPf/e5iRB/4iuoHkpM9Wev1Q9C6WfA2yJtYQoMIv6EdUS/L6bH2g6iHtvQSeyDjqwuxD900Rmq1L3QWUVcTMiI+FsBUFvCImkboAW91MU8hW6HduKfoEhI1/zw3Xv659In7j8wIPEX/SUd54fxWVabBgAqjahXvz0iFcYTPoMeOlgCS6HvJ/4czd320fJ8jHPhMS8uCgBumSjlh6V+gXqs7AojKlXfpaBzVAOYKM2PNUYsyxIYN8n0iMAm/qQtseJIioQJgQqaoMt8BV8kTDythBQJ6bWqEf8ksYpiAlFX0X6iXI3ZQyl0juZbDakeUdmxsKlKEv8MI433LMbxCAIbWFnf//F0cwUXu/H7ziRw3DUl4t9texnm25l1FWNK8xgpKptWJk/8FSKgiuJrreSwaH9oRexErjVR1cKspPrT2L57n4yWHZx3rlL9CxMtbWUsDEM8dGgOz0yRCiC/pkSsAiAiGESlcn3jhfET7RAoNwYE3fKDP6TK6s24ck7H8EWIfzJKTBiGCMkM7YWV+O+OlvleWHUgy9DyXAcOcZCNZnz9o2WHobP2101SRSfBPD9qUKYdkLzaLae5Re0DMnbCcIdP0TY61cCyontPrnOQDvEvMX27lnScX9LRg1OSnjmAFUHxrGyI/6MzZDJIYwyldkyf27sSq3gHoSTRGmLK2dzaYwLF/WdZehNAkszm7jF1ZFQ55Ygcia+wbQvuCEn80D1IYXGq2mohUBnryKI6D+04UB+vuFhfYQtPss9HptTtEhTPJ0HnGE+zBZSj90SqP0H8CTOmF8wnpfoLnzlZ1/fY4o2I+CdrN6KFx6pD1b/lKB6QrIWH+iC+b1feapShx5+gt0wwBaTu2z2ywiP+wKgd31Pt0Eslmshby/eAy58EXrwDH9j/BfzToWhetMke/97+o0VIQG8CiCpWofuWslIOztVRVyBushZCKtiFiRn+JZF1GYqygF4cU9r9DARafnQf13g9ELctbQuS+R+qBxJyRUJWsDJEmy9gdI2f+T1a4+77bvG/p5OStEi4zCdAlPXosewg13bY1qiELTxUj6hssSJ80mvNMIGIIv5CW2KX9ZhMj4joBgD9z7UXI2ctPjL9/UDfB5UcGxsrYrtRmj29j4qLtmssQw6ATQrp6TV+hrcapRE4jNeVgx/5jPNLhvgrAU3FZzBSchh2IlojkX5Fh038Ve9DRvWvlmzp6OGxiivcJ+eMuF9hoinpc4rE/73f3olrP/VD/OTH7sd9++QHoqjqS3tWQkal0lreyChLolJXUvJllbGW7yEkdOtGIz74GHEtVy3ux1fG6l4bIVG/poj/WNnlRKDUyTS/8Wj7wAop/I6UHTi2jRGX0P0UBQU/4EaCkaCb6YV1bdg2H8wPF8tZbnpYbXlM4C0E8xLEP1llnkX8e9ZTJ5ZV0dMepqVBgl0pigkAi/jTXiia+HeYxD/5QfLITCwOisY4Kt5E/8fD9VnmuWkpvOoqOkHxMtHcFH1zWuI+8jWZw7SjPkyVoz8Vfq1ci+/B88oTfSEoxgeV2ol6/HsoXkh6t2lb0HjFEcQlZfcIn/hXXAc28RVtMqljtOyg5pSiokXPFAU9mgSNlB0m6C6RAHm0G8wnpe+eFJS66bxvtm/XsSMKK7NuIqVuQt+luh0KcT8gaeJPBbso1Z9H/FOq+ivF/Wrs+Nc+1TY74j9qi0kikK3Hf6q0v0/bDRHidx/6ZzS9jlaRUFX41x0TrGIHsXogPdq1uPbRhabwWLSumEzHiH8IjC7ETyYJIGrR5yaLK1SfgUvYQS7cfuI3US6zgnEKZX/ZZ0ALj36HxD8VV+gbb4XJpqDUKuQzQQk9fZteu5ToK+T3yApfbFGMHlYm6SlFg0tM4i+/1qSFf7qu12HPOxnrMcn5T2OVqIWJ1b+QjQlMsq9p4l9BBb20qtRF/Pvmpu/x37dM4pFWDQhtnFeJaeEM8JY2VknQiw/o6YyohEDzGucXhiEWJaM/234g9Uuqz0BM/Lt7uUP9hHpMeVtyrdT/AOgXiCLtIE4PpED8z11ToeiyypgfhPj4/Qf6j39m6yHpmvyhF1fR7ehGpuPnlkejvpWeVVfR9OSKtrJemFNcpXNpJT6YJ7gbWcUkaHHV7vk2T8ciQXJFNu9a1eMf/72KazMB8iJh8IyWo8M6CTovBBlkTUpz6x3QfI//oENv68E5XPKnd2PsD+9gkDG+v60kqcynRfz5IgWgqHanFPdzQjZJ4NWHk64JsD3+QZugeOQg9dBGfzZuisP0qXnS398YQ4WM6DpaZ1th0gvmqGhu8XdmVClXQ4hHperLCHZ111xM1Tcn92tONQ5SJu242GL79DBV9/jzs7kBICDsoJV6/LfGKi6r1KyoovMV+4prw6Kj34i46FjZTYzOMxojo2Um6KaCnT3/kxQZYxJ/K+iKkXavlSsSplmXGi0SVhKgeECyfb2oYDLJNUaSaZcEYcCeGT7LJJiUjQlM3OO/EP/QDfhqbom9r7pTJdLu6TAMMVNhRXanm6v4/vHdTACqO87PVI+tStxPtuYpSVvQbKLRnz1krKcHsspS8+deEP+7G5TL2EEC+NFjSJXJ6M8gvt/GKy7Or8asL1VbkCyYp22JQYdF/JlEEkBTkfhTHYeyE2mM9IyOsusXCXlxTRXiL1D9aUGTopsyH5RQ3G/AiE5xzWT+JwxDJl7xOaq/rC0hLUhBWY+97zJr8ZFN/OPvvOTY2MSNaQPSJegs4h+tfcnIuv5DgRu/p/R6IGJMD7CIP6DrKwxql8nG+ZXEIsWSQqdMzg6Sfwa1ks329/dEiHl2olKPSPRrIRUDD9HPbcYrLjei01eyg0xZkfifQZMp2gLyYP7YApsQP3SITVB6pprjWy3ZwMhi//GXTZ6P1YYtzNEOQ3mwITv4T1NBk8DC9FK8sdgKVkeJXPCIP9OHFYLpcR8t86Nskqn6V10bATn0llbZ9gFATHxlB5RQvCBBCZP4Kw7oQYfex+7f30VVAwSk/5weeqpxWkmq6OKIrsh61W6ZYE6Siv+CSrBLMaIri6q/zyT+pNpthalFA4MwYPvmWqOohvGaR4TEP/uhxxymOc3G1VMAJ2uqRnR5PjqBj+eaByM1bSu+55P0zVG/Rkd/1hD7HSrKFyH+isNUUp33Lco4ooi/KyL+knuED0BKjsUE83yPP8DtPwXriPqK0bLDiIDRpFdO3w2U9zMzQpGbFNBp0+KNnBac1lcw9N0BviLt6E+evsuKJiKaQJCkSNFuIaCF6m4wZVnReEp2CkPPVyRE/CVU/5Jt48IaSRL7iH+6vbd3aQZtpy48fufx3VrsIPqZOUSlGtArErK+YrAeyPFFEd2fVQmBSvxln0UwGscrdnsUWJ2MX9hN/OXIvBzxp2OCLZ8m/g5TUFYheew40WhNWnhkfYULx7ZRseP90wnlmih8DFQqDfYVvBCossefKdaGgBOv2yJMpr4PSsgkYP4GHedHNBFUbUFJ/ETD78AP42vtEMRflfgn6sUXEP/ISn3EPxtQMdOMkaRySNa1LQXVPw3iz1H9AVwyEvf5+yTxT4v4y9oHAVEPJC3rKK9xfp4EUKhyk42anUDKTgQkDBioP4ORshvpiPRMlfj7w2Og3rqBTQqifszkkbGDGoHcV5iyIvE/g6baIDLBnGPcYbqiml8r0NzIBqnFifq/Xn9J9wXJ5mjLKlinG6yS6exqfLNSETa4nrKCxW+QeUGoie3HFxP04Ym/61jwLfL3ubm4gGTszBD6bvS8eM0yOeBHFEH3IMf8jadP9p9HjaG5KQLvpAFyz6p2/F5VxQQgGTJGxf14wS5ejwFIfujRKnpIqODnCfN20x2mx1YX0fCJU23VMBLEQd/R1XnQYa1pEX9PRXM3SnMzU0VXjR6k9N2G5+EX7vwbPGptBS7eA1y+I0KaMWiGttyvBaX4ILU78UFXI0rpURU92bphGLITSgg7KOrx56n+EmS+wzKDLMtSBvNjlR47aDgllq5bLbGJPy3mSYsJA/prmakrDvs50bYEeeCdYTb3UBQvel/JWEfx9x96vLgfR6FPWKRghP2AeESXHX2Xk9J2o+HrLneaLJOgHX0/JcfCRbWYrdJP/FP2wd4ztVf6+MPTRxhfkT6Yl7N4AL0ioZId5IqxytSSiPjPKBF/sZhnWVZ0rxE9onB1ggUp3E6kHSQT91O0O/oOoY+3WF+xIYEeiIydQHVmqP8Zq3T78kmRvQN5MM/7tRLxFR7xFf1YJaFSPtOKxcUV1K8p45WUE0AcbvRwtCZfpEjHIgA4v+baKDuuqEeQYJ8sEFCpJomBxrmCLpDMr8204sTf5ViP/H0VrZls74VhiL18jz+Ai0fiAhi9p7XG+SlGDwPpi49KPRBHLgQKAA8fnsc9e6YxyOTsIPZam16AJQnVHxiuB8LGQBab+Hep/gw70QJaoWRCmmLdDhGjplo0YxWHPacA1D35uqasSPzPoKWhxPCI/0KjI+9ZEWhuZINUYgf1Y2PnR/+gKpXdfiEZLV9WwWIQf3LoAWwvNjCgv41LaBjEnySSgKrHX0X1J4cn+BnaEhQvQTA/CPG36EGasoIehmHsIB32WmniL0fxkinlLnbiz5XSd00i/mzfrsVV0IMuijf8EFnptLBCHR+pso5VymxBod83l+xw2k3Rfs8F/BJGrRjxbwUeM6LS1Lxrtm833Zqq8VT8uulHdMmr3bTwOOUcwr0n98cvGlnuz9FONvozvj7Pie9BvxXfG6M2yw5KJO7n2FjutBDS6QxM4M1V0R1f+rnLRHjoSEfqg2J2ECcwOqRIWHNZFI+l2aYrEq4ogvmy7YB+Hb2ASGQHpaP6l2S+QtrjP/jeE+i7zGxui/U/wEDfTo2eF2XbAcKeYFf0GU9KWEdJ1mVGaAGA10v8zSD+9588EP/QiP3PU/NTsGxyr2iM86MsHsAg1V+J+KuFQCkowK6rAD9cG6jG8UW4Oh6BFAEJWct1uQifosffI4hbu8ULgbJFwmGIf+9a23Q+jiSuoPu6w8chvWvhmAQWiSvY0cNdSn6WHn8urgA3epi/1mFjOo/M1/Gdnaew0JIz/lQTQJL5HzbpCTyalHZR0oQtn9SY0cOEoSnt8beTJ+kU8XcCMtLYtoWRjtGayfb0XKvO+Mxe4k8Lj8w9nbmYF8Jz631wTpgWZEg7SOV//uXpKfzspx7EG27Zhj+/R14QjSbHxD+XHI4d1LVmx8fJ1jyw6QgwyrI3VyWaRAzVn/gfy+2whfXuZz/u1hiNn8BuDc3DetfagRykGCu7GHXLzLpNBTvIlBWJ/xk05dgLJpiPbj4e8Qfk47SEHv/eOB/HZsZTXFrd1L0I4kBLLQChom9OpO+elswu7RmvqNyCKvFnEyVVvyagQPwlAacfhIwSaZsvOgRiks4fJLIq56DZ3FSET16ZVye9yy2iDE7WrDguWiTwU6Hzyaro8rE7ZVl/m5N8Ni6jlMv1106URRQvSTFhSgi62cN0Q4VNFIHkh+nuxdPxD11V+ZpdYcUdXY0qugrxp4m/xgxtfl0dcT9PsqcBepiGmKnth2DroskHaRB/PwjQtmN0trEaf6cTLkX8O8nG+dkWg7REb4iiePwEELm4H/1se99RG0MQ/wSBd4ND/G03/rnRYllMQPJeWCaYJ4yj8VKFK2JooHjEV7hSFE/W4z94nzT8TjwjG6y/LLs2Kt052mmvlQr7jZP7SB7MJ0f8qX5NxSr3hSgFwS7if2TaOCp7fJZMFpl7Qf+9+2GARTLMTQ+ZZ8M7LT0QRaxSlQTzMnEtJeKvEhgtgxXXao4BsLhxWnI9EJXOQdsiMZTHIv58gjZU3K/72TZDdTAPsIi3pwjmefCDaozQBF3ZQqgoutXbAxB/ybrMvrZ8JeNv16llvPx/34f/8Lnt2HI4Pk/tUGxL1GUR1JwSaJrSFw3M0EJAY5WqRQWOZT3+ycEPeg5RnaOSY8kT/4QsngNU2C+w+rH6xaNx4t8h93SmtkS3DVzxOB6p3YWf/JeP48jKPLO/AXPTAtjEP74fP/XgoX5S/782yxN/vrAcjyllqf6PzBzFttI9wIUHgcufAjac6P9ORvVXgRQth8QWgd2PQScqLgtqloa3BfX8WhPU/8T3yXgl0g6icXkrKBD/c9aSjPPrJZuneDVnyPvmVP1ts94SU8E6z+32CVGqvxUq52jLDn6W6s8i/uuqZYwyNLdk4j6DE39XEGCRCnZxquBM4h+CQQ1icb/hBxTft0sPaEpHq8lQPMtXjoc7QYs65DuaEIJ5OTqfFvEvS9V304+y6QQ+Vr34sw0ZFM8WZp5HFObhhwil+Y+XKn0UD4juvfVlCX0u4WG6e4n29490r9Vh6HM9wa406/afrxC2Y2m2KdsHuOcnEeyaWWnh//6np/Dhu/Yox/EMnbc7sgjPbfAvi1B/p6MW95PQd0/Ul5hpHYtLRAjUZfsgk/b4U6QFgc3cJ+MVFxPl4agQRVR7nwFD35OgeMJIUakQaPxY1bVhk31Np4r0/U+JLRK2Fb2DKqo/T5WvKgLvtIi/DMXLMs5vkaPvUiSzN1mE9+1JrpVN/Kmw1gDEP8G6p8jZRltRBMEuquqeYkY5Q+Gtj+PS2ob+j8th7P90dDv4AN6YHogqVun0En/RL8iKAdG6BHEj61q11X6XnwMbaHU/cwaoaA4Num0rmmgAcIE3aR+bqCbTA2GQ+e77btIAncRAMiE+z1Ih/rT4aDF6RDJKPl94VCVmjB8liX/NLoO2UErjlQFF+i89frxfVJhr0kkdw4uEifwP8RV8DFF2Lcm6yZiENLZkppX0ioQcmxRI1u5IzyGL3AMlx5aONE7clliPNS6i+z567xePxIl/iyT+adlBXhAAF+7vtwDvWZrGf33o67AsyyCTUIH4k8/1B2RC2Wrbl1L1xRGd0VoOM60kxB/s+BcERIcIF+zvF8jlTGZ5DLQKktv0xg4jiisuoEKgqtGfknXrgbzw2AMUqO6ESgjUlBWJ/xm0NOP8ZAenTCmXOsCewBEAHFqlFOcSOj3BNN+FRaq/KDUVVXRxM7OIP5v4j1dcJhhVJv5cojTPjGZi1xSUchVBN++oGgEfyIuIm8gkkPXtEvpuyYFL6LsUxZMLdoXRHG3JuowKMjn0J0pVNvFXUG3Tonhl0D60LnVOqsA/+CBZ4CYwhD6l+tuoOSV2nJbtpa6gbyqPMb8ru7ZAy0xyrT1jqP7dxL9kW7iESfx1+ua630VlBc/WD6HpRftWR9xPRV2N1pUH8//5y0/glocO40N37sZNDxyAzIaO81t/qv+YVZ/kxmktqcX9JEq5B1cIeuE7OL0UP4ftg/Sx2hF9RRiyLJ6SY2GWIv6crxiruNx4pmSIfxiGEn/RXbObpI9zBQVZIYcG3dWSg5CO0pIJa3FU93agEiiiKF78HGb/QlfVP37/FMWLqf7pVf35xJ+2O/TWTeKDeaM9/mNM4h+tOSmh7yZhMlHEvwpWsGtTVRTsApL3+e+Yi1EoBFFS+6LRTf2HFoKY8aTVt8tRdo3pgVBfQfWIus+RiWup2UHy1ihK89/oruszLhyfbU2Ujf5U6azUA3JecYjbek6ETZZMy5DMVRrMc+J+ALsvA3hSVgiT+Ls2fAXjSKrqbwFNX15UYRIdAlLQwr9rW/3PKKnOyJ7pVeZ5smtV6YEkYcZQ/8P7NVW7UVrEvywZU8oLRwMJEX+a+NN2R8di7yvbQ9JpJUCkR9Q3L762S8fiWMWzOn3B3bRxxXRrGZg8zTx2x7FdOLg8248Ls6wrO/8Buf+R7TNhZC1kLcwSnZGxeexf4XQCnACYiAoLSfMaAFgOaeIf+5yJagkXjrCJ/9B1u0UK1lcM1gNpF1T/c9cSjfMbME5LRvVXUVf20Q3RHCUMAgulkFbR5XO0ZeI+g6j+YxWXQWB8S37oCT3+AxD/yVqJCw5DNCWigTxi2AxIIsHpBqQR92Pou64N242fs0r2tHRNALDk6y42KH2Xongs4q/q2007oqskU+qWBPPD+nYZPQYAgSeieBNcC0GSQ2+WFH8YdB/RPc2jM0Bymtteivh3+7ZKjo2LR+PD1CZjn9LS57wgjHrgX/IY/ubEHfiJf/kYpupLWpT8QYeezFe0PB937o7f55ceP664VvkBHd1nATARrxHOXwA0yIFXW0G948v3tAR1PLg8Fz+hXQXC+O9t4vRA6r7Y1iRjMs00SZFQUnjki4RDp5U4Npq+x1DSWap/t0iYYPQn9RW1EjtVRKYbMMoFuJ1Qkfi35L6CLxzUpH4tGTK2THyFPVSwKxniT4PuMbeCji/ew1kKmhTxH3Pi77u35iSn8wAkY/GcImcbP6KLoXpS1lfCZPqJObIfm6MALFw+urH/0Jy/EK+Zukgo39OA7ujPNLGKGJfIaLbRuvIkvVOOix8T4br+v6ugNNvm0LbEvqJ2GGBVkfhPVEvsmaIoOvGxVRAGWPXkRcKJardIyJ2rMlYIv27HkmuMSLWDALQUSQIjfEh8hQNxTSD5ZJGpZTlDMSRMSmnib0Xgx7BcmsYqqoJmFoFj6oPo6EFV4RFIdv7PKsAqAfHvgj9Ji3nHBcQ/sktH17FPzKgz8tTqAYqB9e37x3czvkIHqBimXSZjMp+WJv5q8KO/LqH1Mza6EP3NIYV/6i8XfNJu2op9w3jFwUWEcaGeACIWCZc9ebwiawsS2pMNW5H4n0FTjvNLeJgO6/GnYhV7lmP0Ds1RnCYocwWsqnZDUsGSrUtREfjsYSTMplRQN4Ue/5Y68V9XcwXqV8MXN4iI+MsFeABgsiZW5lXCUoxgV4ml+i/X4+erUDyVYA4rwkOp/lXGWan6dhNR/Zmxe6QXX6ZomwHxH3FLoPWiHsI9keAe4I1W0Ce5MSclaRU9GTLmBT6O0ip6t5JbciyG6m9Rqn9KxK0eNIEL9/V/3r88iz98/Ht6Pf4DDj0ZJW//DKt0fpQTBpWtKwTzI3FrkGPZwOImLvFfRhjK6XOyYP7gCkn8aXsRgI3VWkTn7VoTCSr+No/4s/taoPo7ckosf0DzLBY2SZfQ8h0FO8ijRUKHFQwkzAmpuCiAtmKcDyPuR3wFRfHoutmo/uTzl9B32SJhiCQo1iIJ5ifLVWGEGSDqjKSl+o8Qpe5ecTqruB892+i4SaHHn1D9kwbej8/SxD9iNF0xfl7/oTkSdOr4ChHxV6tqD7Mko4d7iSZTyO6aSghU1ULQcuPPoNyJA+0xMgYU5VbiXvz5VgM+yHNJ4r+uxvf4KxB/jr672G4yo3dp0reu1p3RzbCO5L6CRfwtNuiX+go2BpKBHwDQUFD9LclUI0DiKxT7hJnaQAqatNWvp+AugB8JCnqU6j+SEPFPsvfYxD8Z1X+YrwjDkNWaYaj+ljCmTdVGIjMG8e+2plgWMFGpsL6yG6+kTdD3No5JH7/7+B6tKURpxvnJ0P3TK2JMr9IuA7ptbbYHjJEYYyluneqNMZdPAJHHQAs+yW1IvBJR/dnCL99azK/b85e03ZYVrO7ta8qQLhD/c9aSbJBGx8OfPXUPHrA2A5fuBJ2FLeuxVY3d2b1EKD0M4g+M8uO0hiL+w6n+Y2VHmKE8/DC1JeP8YltXLbEoHoCmJEDmHRVblWfFQCar0XWLgl1DEP+SzRymi6sk8Zf1zA1Yd5lB8eJ/j7plRslUXe1OQPUngbdsRJdI9Q9ToXjryyPMwdMLOsclBZVhVD8m8Xf5xF+B+Cc4TI+tLjLzgRnEX0H1T3uYnnQPMvOSAeBL+x+HRxDc9EE3+3wVfa53rSeWWMR8Wam+L+5poEudG4+p+f96/aVAUOonKdEfjvbpUMTNViD+xCaqJUyU4u+0GYqIv3DwOxbb48/7H17cD8CqRDCHR9vmFePhgChBACSU9AQ9/swMbyqs1fUVFcdlVH3bCgVwla+gozQtK724VhiG+OjmvXjrF7ajRRMJcq3SNbvrDu/xj32FkPgrio9JEnSa+Nfs+PvurSmj+icT94vPNsqIE3r8nQ564z+TUv2fXTgZ/9DdU5ePxYHqvLfcXzN9L748pgCgRd9Vjx4Wg/mllgTxlyhqA/J+YC/wUbfjxD+ox35nwqVFl5Y8mJcwjqhuDEIwgfdktZRo9CeNX8qOzdx7ABhfMdlF/FmdEXm7Eb+uCqiYqEQ+ruq4sIivaAXy1ij62UyQjy3wRT0iINlkkTAMMdU/X0ImBgp8M76CFh6pThSgS/WXx0C9e0QGfgxbd7nTQicgn0En/r5Kti2cQap7S2YyxL93Tr+AQ52BdNpBbd/DwXaMkL/IelH/3w+ePqhH9VeO8xN9xdSSeNZTULJnA6n+JSdK+u3u3/Ud4NTl8ZMrTcBpS2MVT8FOmPfkVP/Jakko/EpjIIkfnmvLWxPHuz3+NFYuEv9z2JKMvXjSfxIfeOx7WHUWgMlp4EVP9edor8jmUkr624IwwL5lIibUGmGqamPOcFVt/jANw3CguN941eVoll4Cqq0a8XdtCyNlB1UuQJYdejSxcmwLSx5xLhzVv5/4C0q5w3v8fUtO3+0h/o5to+qQv6c4oJabckoeFfsA1G0Jww4nfpQWpe9K+3YtJBq9R7+rdeWqEMAAPOIfvbdhIli0gk4TQrurWbE+o6r/IYI6V6xy/zsr2RYuIVT/kFH1T3fozZdFulk78PH44qH4Z43xOMDwKjqf+Dc6AVYlyb+KHVR1bWA8/qxeMfni7h8gn3u5ASAYqqrd80GHVubjJ3CJ/2TVxWQpRvLaiRB/W0mxBHrFBH42rugreLSNjqeKioTx59JD8cZcPpgX7z2+LYgZZyrpBbYsC1Unfg8dBX2XVfWX99eOlBxYlkwES+0rvvvcafzh93bhn55hUaDQl/gKV4biDUv84891olRlCpp9Ve0ELRS8zTGzuc2geABwqhknim5AFcBtNvCzkKrdKAxD7FqgbXfRff9Ckvh3Qi/1tJL+axWCwYBBqj/DToyTvaYXRGeNDPFPRPWPrnfP0jQCK358dSn+/NeXaNDtodEZAn503/NUg1B3/RLovp6UiPtJwQ9BY4T4H05ctBdXTHBntZx1xMaBDV/OuOm1D1iWhYod+wrZ6K+Oz46AHSXbgI4IVlP95Xt6te3Heg1WwFDFfS9B4p8grmBV/ePXu7bVF2rMMi2A6kc5gejXJjhxUWD4nuYny/gey6Z0+ORfUfyRGZP498eJRu+fjvTrTSFKE6s8MXc8bicLgZ8u/UT/d9PNVdil+J4yxTqSxSqyJF+G+A/SOaq6dr+PHwCwsiESA6XAYXU1QazSnf7he5jvkNyGIP6TNRcbuakuSVT9vcDHAoP4x/u33xZEEH+vSPzPXVP12PZoUqgtYR92sy+qNIB1EWIgR/zFavex1UWWDtYeYRB/GnSrxSrYw3Sh3WB7Yfke/zI3G9f2pBXJwT3+LHXOsixh7IX80KMJqMUKS3EsgrgXL0HfLgkGKq6lpO/WCAoykuCAWlYodY9w1e4RGS04waHH9y07Uvpu+mCeQfwrI1LVY9lhOqxQQZFcOuqt5+yz9vhTuvmkE6NIPOIfuNFYy2jd5IH3geVZtNw4YTi/HB/OW2fjsXhBmFwBPLoGMentmUzcj6Fidk16mCqEtU63l4BqHCS9tHpp9w+Qz90CUG4qxLXE5INVKOYT/xLWkQJPWyIEKh783Dg/LvHfMFJii1kAVv3BBYWSbbNUf6HVqEffTYD4k2DALYUsJVhSJATY/e6F6VT9PU8ezPPTAlT38527uowwmz1TQk8M3Pge46igMITqT5W6FfRd/nNNguJRhgY7okuN+A+7VoCl+rvciK6NFVZ3JE2SfqK+hBXKQOsKjF5YG0PZJmy0cvR56SHzyaj+nh/ge8+dwlMnlqCyJOP8AODoyhKecx8DXrQD2HgMPT+qQvxlvmLnAmlLbFcxsxz/7Y1lVg9k0edQd8hjIAbx77D377paidWSsYCVzhBfwSP+nP/p+Qq+8D2U6u/YQ3UDAKBKEn9ZWxDvl6uV+O82W8RXUMSf8xWy/ce0nDqsr/AlvsKxbVTs4eAHNSbxJ+07lH6edrJREAZMu5FN9nTMOOJBinDonqaxSs0pMZ9B70xNwibhLQxDjurfS/yj9c+vEvZdt90oja/g2402uesYJpNfifdLLlT/nhCoBJCQq/qrWY/lUsgAFVjaBMDq+9boj9cVTGbR/xyvL4L5hoi+wmS1xPp/lWgw9xnM8uwgkvivr0X3Ir3/fLtI/M9ZG9hjawXAxbul4huYjBAD2WEqO0j3UEEzzwX8EtNbs5EqpyvG+fFjghiaPyAcfJNVVxhlIt8gXI+/IvDuHaQAWwVuSxB/nj44KJjvHaZJZnNT6lylBISqYH5Q39ywHn8SeNOqPhAXFNL27dKDFAAgQfz5YDzJuvS7Wif07XZ7/EvpEbdZxWzu3h6RjvNLcOhR1HnCpom/xVbQrSDWOUgxzu97x3bFP7SreMtFV/d/fGqBRVLTHNL0fqbjqQB5FV1Gn5teHR7I9uz+03vIhVZQ9rq9/YELxyf3SaUhLxJK2EEsesEG3pM1F+tJQN+xklD97IFU/8lqCbZlM73vdYkeCH+tA8VF+21BSdhBRPSKS6YpfX6UJOk1gvj7lgLxpz6frNsiKvlK/2OpE/RjvZGipJjgWjY8iQhfyXbYJDVlkVBQ6jYk7lchif/AcX4J+nYp1d8m93zJtlF2OK2ZfuI//HqfWyRJre/2z82K6+CFY+vj35WyJf59n217OD7yNK773mfw+T3bEYahkr77h9/bhV+8dTt++uP34xtPT8nXTTB6GJaPN911CxZqR4GxBeCi/cCmowDkiL8fhAzzo+eDmMS/NcJoDm2ojDB6IMueqF9Cv4def+3JOkn8ef9TLWFdhS1GMizB/rqsr2ASf4/zFd22oEmOcSKl+pPHHDvEKvVTxFfQxL/CJP7iZ8vrNJVL8bV3COJPQYokKDozscFm40TKJKAFobSTRWiRsCph8QDpBY5XOm0E5GazhyL+IWCFQ89/egZtqo5Kz9R1CUZF8rbQbqBBpzX0E/9o750n0RlJM87vsRkSjzTHUHZt/MzGi+M/VyI6I6ao/pLCo4wdJGtNpGs6ttVntAFAszLXP7ds2MByxJ4qeeQzqtQVbYni93VkdSF+gu8KrJuN/AQQKaDJMqSmab4UgsmX1veKhDTxV7T6mbIi8T9DFoahsr+kWrKB8w4zqBumL43/PboI2J70MJXdyHvoCLMuaneczI4/r8Im/sP6dl3bZmn+vtsft9OzdbWSMKZLSvXnWA/sOD+xZw7gEn+J+jVPOWcQf9pfW3biUTaJlLrJAe1yxRFu3Z6x9FU54rasUOqmSYttqfrb5IKB1PhRWpZk7E7FcbnRe8MD7wUm8a9JBbt4cT9geDJND1PahtKjqkrH+SVAB2mf+ZjFIv7n19ixgbFSbvLD9MFTB+MfVtbj5RMv6P+4d3m6P3YHSEef87i9R00m7rfQEJPG6SGCOfSAvv9ULE6I5Y2YJmNDayE5TMuN4XogTkTJZ/rGO2ziN1ktYQMp5njWYHZCtK6lpPqvq5X6Y0wrZA81ZYm/hMnUN+7A762ZBPFnFIT5xJ+wg3rCPgBQcxMg/goh0EZTHCcKJA+6jy02hGudKFeZoKYyIJgf2uNPio/jXAuGXNwvGTJGqf5lyWzuSaHVaHgwv9xpMUG37bOIP8BNougG3kl80K4ForXTiudDl2wbLyJ0f5Sj4lc2mm0IXPYsTpUP4v6TB/CbP/wa/mb3tphJiNhXhGGIT//wUP/xT245IF83wehhXHCI1RICgPOORLGKJJhX9e3upJ9Rk2VXTFbLmHDjx1YCCeI/rMffExH/MbcCi0waWeqIBQX+fBvYatTt211XHp6g0sc8PuBnYqD4bzCIv4T1yIM3Tom2BcljlSR7WpX4Vx0XjU78/EHaAcMYNxSooP67MhDxTx6rAGwM1G81EliPw30QvQc2VUal9x4PgIUJGH+0UG7D6t+zvTyBiVd6hccUIAWD+DfG4No2fmL9hf2H2m4cg+lNABlM9ZfpgSxLAE2VdhkALJbiYuWG4Pz+uT0SEDHiyqpUD8QLxGs9zLQlirEKP9Wl6ckKFSziz+ZLbKvR+pHoHqdnVVAg/uem8Ruf9tie6swC5x3t//yfL38lcPpFscO2QmB0QYr4y+i7e5bY/n6APcQuqLJzKetDCwrWQGG/8YoL17Gxscois8P623zLRzugB1TsnC8YjzcgpcR2ZLRg7lpp0MmK5ZBRXTziP0Sp23G598Ko75Ie3tLww3S5KQ/mPdIzVxvUtzvgcPrOzlP43/fHSHTN4dX3IxdgWZbwGaQW95P0+PNK3cDwOdqUwj3CoHh6VH/a4z9KxkKVbAsVh1N2TjkiJwxDPEAT/9VJXDl2PkpdZNQPA2Y2dTrEX06dA+TifrLRn7LZ2rID2g8CPHCKBP8r6zkhUDpOq5VgNq7Fov0h5Igb+exlNDdZuwOD+JN9vWGEBIsEMWpI2EEUJSkPYAetJ4wjJuhUTACh67JaIDbosbuOBPN0XweK8afU59vEV6xIxonyaw7a00cXmv3n9GyCGyeqRtyG9+3S4iOvXVJRiPsl0S6ZI1T/MhHhi8X9uPaUBOggM60GgOXRxD9adxPX5wkkS9J3LdLEPz4fS46FF0kQ/6SCgT3r+AEwNh8h7sT+8PHvwSaio73vda7eiXu2AWw/wr4uXlfOTuzP0K4tdqn9nDk+MD6HRidAwL0XlVI3i/iz1P6Jqssk/syIvt66Ej0CpsdfwjiyLAslUjhaHor481R/FqRwe2gv1+44DPEXensVVH8KfgjFAogK5hZF5yXiooBknJ9knzDnCKH6T5SqTLGBKSgkbDfq/402mTjFIP7xfZcW8adMLseyGYHDuC2RF+IbXlCgscqm6qg0BuIRf2B4XEFp/utKI+gXCPuIPwvWAcmLhC3fwzNUYLQxjpJj4aWT58fPcWisktIHKeIVaaySEPFXFRP8IMC0HSf+I834PUxYhMVZbiboxY+u9cjKAnkCn/hziL/Fakeornd6ADtxgzTxLxD/c9KEnlU7FuK77cQ9UXIPwPUreO/L3xgh6nVyI9dWhqr6uwMQf2oXj5J17RALPDUcInVlUOLfq2Ctr7Bor3w2bny9DV51mxx6F43Ha9HAUVbt5qn+LOIfr7lplIzUSI34k99zwTw9oJPQ5xiRRrLhO+2EKJ7icPrhwTn8x89vx+cejRPSCY6ST52xqMA/+CARxP0kSt1SwZwBh2kn8Jnkq0Zmc/fWZMf5BYln41LEf4Qg172D5IKaeJgmRfyPrM6zCW59EqOlMn5q/UXxYyNxQpEq8R84okusostGf8rpc+IB/eTcibhQFkbvg7YFTdhs4i+djcv1zR+nvYpeGXz/0mSN1QMJrI6Q9PLtDpYFdpyfJ1LnAJYq2pS2BbGfgUpclK7JJ6iy75IN5slnr9ANAMTAW5b40uKjS3zQ4mr879GBQbd4rX4QxiJLpJgwXqoywZIW4j8g8Vf1+A/zPw2/wzBJXMlsbkZVHVC2nFE7Rc62iVIVfhDfr9qIPz2LmcSfR/y7VP8sY/c2HBcen23VcSyIE/Pe93pojg1aHQ5NY9btmjB62O4Al+yKt3W7yo7T6o7Z4n2FrH3HC3zsVhRHgOhspQJ/jVBC9Zf4tUGIfw8AKJP7Z0Wa+LOoo6rH/6IJIgZW5n3F4B7/NmU7hRbDpKRABU38ZUKgNFYpO7ZSiFiJzCvaghiElhEiLjN/k66bth+fIv6U9UgLj0l8JbUFri2RbqveuhXHhSuwHpP3+G+sjEinVDCJf8LxwzSW2FiOgTkTPf7Pzp+MJxGEAJqjKNk2XjoZjxRtWBqTRZRCoNljFbZ9J/ZRD00fRrvXGhgC/uLG/u/WuQTQLLWwKhMCleisHVkliL9Ej2gDp/Eyy08CguiDGKo/8RWObfVV/ddz98mw6Vc6ViT+Z8hUNLcv7HsM++txxXvT0lXxjULHaVWXh/b4l2Q9/q0hiT+AOU6pNFp3AHWFO0h7QTJf6eSDmCBglWcZNdsQzAF10UR8gFKnL6t2079Tsi0likdZBKPcbGrZbE6mik6FbbgRgYOYBFLEX0H1b7RiB1dTivCoEf+vPzUV9VCSNSdLLH13UN9cKsSfF/fr982Jqv6DDj1+RNKIRRJ/GeIPJArm276H4/UY9alSxL+79y6sUeZLusOUQfs7FaBTQcmx8IqNl8SPV+J9laYfT3XoAZy4X/8wTVhFl1D97ztJaP7NMcAvMZoB60vsYTqMPuc6FifsVxGev65awgbOV/CMKJ6Sv+K1OHZQfJhSxJ8qvcsmgPBFFZWvuGRdfH082t2SUP3ofcOwkgLWV0wqE39x/4UhJzZFkvQFOk6UivslmFay1OzEvdaU6l+qMIUGJphPoIlCjc4wHrHZ86K3/5JcKzXeV5SoYBcpJtDRZ2kR/wtqY0LRG4DAZgOSsYMGIf6Xja0jb6ZL9U8ZdNc7nQjx7xqdKrO3E/uo3rqH5tnPsN72h9LyKYpnWyFw6XPRyKyeHb8SWIqTiOh6QoF+LrTv2Bb2L8+y+5pP/CsuNhA9kCaGI/OAWtxvrOL0AZIKQfxXhgmBClT/+HO+kMQVvGDcMJ2jtjDKj0wfIL5ixCUTQGSIP9m31ZLNAiQJqf7DEX/iG5wy6m3qKwb14w+j+seffUkyejhaM53A8QIp6PKjhynrkW9NHKrqzyT+o8y5FWsSpR8/TBP/da4YqzCJf8oJII/NEmZOawQIHZQcCy8jiL9v+X3wIzXVnybTjoVO4CMIA+b784MQfhBKmYjDevyp//nG4afjJ9UnMEeIPZtKJK+xgLk2p0sGua9gqP484l9zUXZcRiOCbyMR1rVtTA8AKXpMXhYoTSZum9WKxP8MmdizamO108IfPHZH/ODSBpRWz4urYg0SdNdWFD3+7I3c9j1ulNaI8JpNIxW4iG/kRUl/G69+ORDxlyX+tjjOj7+xqep2yWL7YF4wGW8KNvGXIf4s8qxS9acHNC84JRMCoxVty6HUOblgYHStww89lar/CvkaRkqqYD5QHiK7Tne/I0rJK1eUKF7aYJ46vAm3yhx6fXE/yTitQQ6NorgWLKZvN+6Z4xP/ztAk4cjqAiPGWAlYtA0QW16A5FR/pr9/dQKABde2cdX6C+LHiWaHrLCkMv7QC8MQD08fxg9PHQS5LWKlXMlhOjyYjz6De6fi6QNYnQQATBHE/7wyl/gPo8/ZtnQeMbXJmsvpgYi+gqfkMTR/gPFBl5IknSJjLYn6NY/iKRN/4n/4XtCVjqyFgCT+TNDNIf4p2EH8fmTogH4S+q6Pji/ed4uKvt2IvitH8dL27VIfTL+TkhMLNfGIfyT+lqxI6Fg2LFJU6fkK27IF7YBhARWb+I9Lk14p4j/EXy53muxeoIm/beOy0XXx7zKK++1tHEdvnrUd2vi7n/uV/u8Od070RwH3R38uigkuZfj0TDXO74+e+D4wHscXv7jpFcDqemCVvpe2dFoQf26VHJul+Xcqwtm6fqSETUSTqCVN/JMj/rTVhopDrsoQf+Z8U6v6s4k/Kxi36ok+iEH8FZOCyo7N6BzRdkeZEBi/bxm2ExUMJCAFD37IepfZHv/432WrxLyPLO1Gqy0P24/MY4n4ipKExQOIRcJUiH+FFyImrMeULQSU6k91agC1uB8w3FcwVH+X6BF19x5L9fcAK0jsK9j+/ug8d20L51fHWE2USnR/03XrbQ9/teUAPvPDQ0LrTs/678328L6nbkf1C3+AF37tI9g6s495Xsvz5SBFwrZEAPjWkZ3xk5Y2Mff9xmqNKebNeaQq0DUG0Owj/gvkD7OIf2+/0Ekv8zLEn2+NVgCll66L12fvEx9NCUPBlLnDn1JYHibrb7tt3yNx0BFYwMkr0CoH8eZoUpptG6uyA5pD5g+uzEX9xT2TUP0nqiXUrCqWw+jmlCrlcuI+TB8kET8C5D0rcAJh5i4f2K76scMfdapYIL970XqCuBGnLzv0+CCFKWSQQ48e0Py82aYvHtC0ih4w1DkO8Vf07SpV/Vvyw3SpHj9Xrb6r7q89udzr243XnCzVpJR8QIa4DaH6J1DqTjsblyZ06ys10Kf2DujebNw+JTBBZZ7292+qjAIdkiR0Hf4FNTHxT9rfxiT+9ShhLjkWfnwdSfwrq4ioLFaqvjn63hw3wOu//1ncezJK0C8qbQRKVwCdWizu12xHAT6hiQ6roru2BS/wsYX293eD9xNECPSC6gTQO+fclrzdiPNBLNVf7O+uuI6oB+KHoGEUL4RK0TYHDnzyXl+0IX4lDZDbsiIhF1CcViT+tJjA3+srniTxVwXzAxD/YX2rbGAXskVPxYhAJpi3gJY08ZeP6Joos327DIonFDSTB95VOqJLFXSTIiGva9EzfqpIR+IrgOgcSuMrKNX/guoYTkqCTlbgKZmq/25C83ctG147Oh97kzouGyU9/o7fvdYyv8zgv9GI0bxN1nn4d5e+PPpbYRDN7a4tAfV1/cKjjGp7cqmJH9vE9tbLkul/PPAk/uLpe+MnLa/Hay97Be7A7ihp90r9oghqy4IQKM9Uc22LTfybIkixrsYm/vIJIKyvaPkep8Aff6YXEiZh1S4D3bdZ59sOwTEJHQuzK3KNkRcMKBLyQrv8umyCTtmJZUbJfGQI65FB/F0by4p1lbEK5GKoKnaiHbKpxKAioVzgMMAbbtmGbYfnYV3V6GM+FJBiQYp0LIJ5XoiY9uKTaRf8FKI0QsTryiMAYXeVZUBFQnbQUMSfFyN2OokR/8cp4t9lEZccG5Zl4aUT52H7TFdfrFIHVtczn9X7vvMcbu6KgXb8AO9+3YuF9fvv7QV7cN905POO1Rfxf2//KlD9KaAZxVktL0hO9Ze07+xdnMa+ZaJftryRec1E1cW69hhOeVHst+APR/zDMBws7tc9r0soo90NhJIApSqq/wvXxz5ufZXNzeZaLYxX0/n/pFYg/mfI+I3v2CH+6tkH4gcWLgTaI9Hm6Kl0t6tR31fXlgJWhAgQg3na3z9i1YTAE4iq6HRe6oo/jD7HIv5VsFWxiyejG5hHZuc5SgyP0tL5xhtIz2/ZsfGqF8ZBEXX6TO9a12iA7Doh6p4ccbuQ6Abws6kbksSfrssk/vyIQEr1TyCYE7dshMxhOreSoIIO+WQDgMxudyiKpxbsEsS1Uo3oSqDUnYDqP9PkVHIVbQlpZ+NSZ/7CsfVStJvt8U9O9Z9r1fEsDVhXe4m/zSb+jk8KCvG6B2freM+3nsVt22NBT2r0vS1P7u0n/QAw1ZkFXvwkUFlFy/PxN7u3YeaS+4EffwC47Jmo/xbJBHOenj+J5R7NMkQ/8ac+5eLaZLyABZxqilV0fl0W8eeF/aK9skkQAuVpwSx9kJmfbFdA2UEvJEVCVg9kcIIuiPuRAPlyUkwY43zFqjTxJ/RdBeJPp4oAoq/gi4QM5dLm7sskgl0AWhK/xggsEf8z5paZxL/qpkfx+n+DJDwVyEd0yX2Fev/RZG5DZURZ0JwUgnl9xJ8tVCXr8ac0/0tHNqAXfvXugYtHJ9m2hFIrNeK/rxn7kIvsizBequJnz39h/IRuG0Dv/pQhbguSx/i44tDyHN71w9vjJ7RqwNGXY2a1d39ZqHqEaltbkSD+IuuRH+XH2/paiZ03bg/X7eDFGmnifzHpx6cxUENG9ef6t+lECco4uuqCuIDMJ/5UuK6/rk8Tf/J7RVsiMBz8YPetzfoowiRQ6hEBqEt8RZ22a1DBQC4GUov7ydlBP9g7g22H5wErQGiRQndIEP+Bqv4pEH9uAlFJ6YO8oTEQZSgyQqKg4n7pR4pSxH/CEfWI1pWr7BQmt5PIV3QCHzvmYzE8NHqJf+R3KN0flegzo+fOzWQCyK0PHxHW77fvVpeBddPM71qBB7xgL3raAS0vkLMTJWCCbLLRHXR8cqsmsJknqi42kNbEJWniz7ZRzrbq3BhFNq7tafKUyRkmTfw5oFQl7ncZiVU2VvjEX2QSmLIi8T9Dxm/8J+ePs9Wrmag3uOUFWOoH7XaU/Hdt1RITfz6hoTT/Dc6E8HwgOkxHbLKuJPHnx17QxD9SHY2tR4ud5FRS+V4YPqijBYfLJyfwX699IX5s0yg+/ys/jQ0j8UajzjmwRASLfraOow6QX3YBpVA5cBD/Tq4AHq/lDUDxmMM0waHXr87bAaN7NrMk76/lixQycZ8wJIJd3IiupgrFE+aTqw+SMAwZITSKrAKKHv/uoTeIFkypcxu5YJ4if3zfXBqV3EtH10nH7kgR/wT9bVtPH4p/8J2+EnXJsXBRbYItgPXoc2Sc1pv/bjs+cf8B/P/+8Uls3sMelgDZe24LiyPiYYtSG3jxk9ju3ovf2fpPUdHCAjAxC1yyG0CCETmOhe3T8dqj4YRAswWAC0bGYIfxvTglTfzZdelnLxvlBwCbalQpN8QCh4zxKB5F/DeWWXSSBt40QJb1wvLXSv9uLxGYqLp4w5Wb+o+7tgObMAxWPQk6SNZtKWi2G2psi9R4eTDVnwnshBGBcsR/jE/8Je0OLOJPfIPNC3ZlU/UPw5Dp2y1TpW4liucBCAcG9ELiryhoTqbs2z1FaJnKHn+uNQUY7itoEf7SWix+1/M/JdvBRSO0laaZStxvqr6E01583l/iRMKib3zBlfGTuon/IHGtJcljfFzx3x/+Rr9QbwUOcOQqICgxoz/HwnXxApW6pMeffW8C4s8p+gNdxJ9MVJCNveLRNkrzd+Awe5Ci8zVGCHTYZ2AxFN+e/5qsuvh3Px4Xe2tOCaTDjKGx94wWCZtCj39k54+xfpOdACLTIyLtfKVu0tV/ARk3XFEn/rLPgPbxU3aQ57GphBrxl4MfT57oniOcX3MI4q8W9wtZXQiJUb++vlxT6hwJVP8hBYUZ4oMmXC7xdweI+6Xo8R+zaeIftzCdx0wWaSdK/J9bOBULooZgEH8AuJII/KHMUv0XuTHBz5wcADxuPCG/gJFlYDIqgKoQ/4ZsUpAE8f/ecZL4r2zgX4KJSgmbynHOsxyK2mU8oHmE5EtWaDFFwrGK07+vy4jvkyUZQ5pbd1rRGn0lYVZNViqMr5hvir7ClBVU/zNkfPLzz0ee6v/7p9ddgh3d6lXLD5gN53qj8LqVuKY9jLpiMRTnDaVxSAbuYLLqYtSpopfL1oPhira0Z2VTZRRkOAgu7h6mVbcEK7T7FdyFljqYB6IeyJ6tr4zgM9f/lORq+cR/cDBvudyB0E1mxisuXvOi9cyvypaLRnd+tozqTw+LzgCl7jHVYaqgufUdNnfonVr00duig4J5GdVvsUlQcBLMT5aq2NeRFxSEKvqAqnTda8MjLSS0cAQoRuT05mgPRPyHj8cBJIn/kAP6KOnbunR0HZ7z2EA2DEPUlprYuNDG4pgLT4LMq4yl+U+Azuaen5/HNdMhDi+sYGayjNnKakSf6667d2YVT0/FB+g/Pz2FN1x5Hl0+vp/Xn+xP+3hxp4w3YxPuOrobpzZUMLMOWMY8BJuYBWpLWG5dIPyKR/G2zxxFpe3j/Pk2NobjeM5vouWw3+tkrYQqaqgj2v8zzeGso14QYwUh0CnRs62PZJ1fZYP86UYDV2Jd/BlwBz+9T140OYHxC8fxzMllvPHKTfiZS2JWAtXYkOuBsAXN+XocyH3y3/80TkxV8R+uugDncYG3ixLaiBKfugzxT0DfvXiS/WyHjbNjkkCb92tyxL/mssUFeeIvbzVyUeKo/tkQ/1WvzbSblRWzuZn3b2HotA4m8S+PoLPKnn0944uPqcT9quPoBHFxq0cL3lCqAWEYjZfo9/gP9hV7yVjdi2vx2dNDsBYXF/GyuQDWUhOn15fRKbXQqQ++Vmp3Hd8d/9Ap4bzqBoRhiJeu2LjqwDJ828Kx8zys2F5M9ZeM05KO/iTf77HWDL5zZCfOW2hj02IbFe9S7KrbaDpgRn+usyfQf8fluqAHQu+Z3qSO3YvTKHcCTK500Fr2sdT7jHtr1kqMrwidaAIIpcF7HNpGE/8JZwTzVDuIIP4jBPFvhoNbCFzbYhiMX/jlq/HckRC/+LLzGXTesizYoduPU2gBrGf0jGkoioSXcL6CFjRlMRDdt6Uydw8pRgSWHRc2LARdDy2LgRoKxJ9OIAL4uGJ4P/6xhe5n6bB+zSL+Ukn1B9AJxM+AGgWdJvkJRIyvYNuNhhU06Tk07rCJf69IyLMTgcGIf9PrMIXtcXsU6J7tvTXb7TYuaTlYaPloVhzA7STSI6L9/SPhGOrdz7dkWwiCAOumV3HlkRU0yg6mJsvwEBcJ+5pRxFqejwphgkXXEALjs/3H/vqVb8b3HrgPB48fxWrVwdFN+9BZ3oTFZgeN9fuBDSeie/30i4CFC+EHITw/6Itu8p9XybZR99q4jzAfsSxJ/KsuziOso0YoIug8oHmYKPpXwhqaxFdQhnCV6IEsS6egqRH/q87bgGeXIl/2n376BfHfc7pFye4ekIkGmrIi8T9Dxm/8bx55pv/vX3zBVdjRFa0JQ2C2HjvgMYxjoXucth1ZBYsm6Czif35lUnj+eCWaOTtKAvyGNPGn1xsyh97lk5N4BrFToPQVOyzB7/bhLXb4xJ91VEuEMtNL7Hbt2oUXv/jFKBM0jI6dCy1fOPipU6cifI5l45//y6vwjWdO4bdffRnWj3AotV3qU/xaQ2jBHQXiv65WYkYiJRk706dSccF8SCh59CAtOy4cy+4H0x0J1X96hQQYHOLfIAFYdVDf3IBgnkdka9yIrlZ9BY8+ux+nVhdRa/poVB0SzKsPqFluLi4jqGQF+M53voPHH38c5586hlfVfDz3wjEsOR2020MQf1JBv2R0Ek+RdZvTx/CBD/wtDh8+jDcB8GwLuy4bwzPh8N5lQN7fjzDE1nvvwp3f+mds9Dz0us+OTT6Fh6oX9O+lPdPsHt43I9nTvWtddwpWEOJf7V3Cy46s4iQO4acAYP8yjpxfxbafWAffsYH6eETT6yEy605hpXW5uC5DcwMObdmONz97Ck4IAPO4EnvxzPhPYOfoj/eD74mKiyqq/cR/vjNY2MaHD+f0Iv7tviWcN98GcBKnyhdgx8RPY760oR8kb6jWevIHAIBZTryPbx+Yba0CYYiLZlu48NQx/MYLxjD5r1+If3fdNYwvGBuW+HOfAfVRV1+wHle8aBLj4+PC61zLjRN/SS8s9RUsiidHGwFeD0MMOplxaHSqSGCDUoVokdC2bJQt9/9l77/DJamq/X/8VaHzyXHOmZwTM0xOMMOQoyQxAGJCBAOKilfR6zVejHwQ4xUviuhFRPEqSE7DkCfBDJOYHM/MybFzhd8f1V21q7r6dJ+Bq8/Pr/t5eJjTp87u6uq9115rvd/rvexyIL+yIBeSI9ggyVBJC0mN4VX9C/efaZp895k93P36HhD8soBI31VkDMMgmUwSlTxlaCVqd0WqtZfqH5BM1q1bx969e6k+eogGJUNXTbCsemBXjX+kkqzu2I7uIwf59v2/ZNu2bbwbg2N1IbZMqaIfs2TyUWT0tYRqAev+g7LJ/fffz0MPPUSzrtMMZBWJzaNC7NZb0A2zaJs9cTzRtsv5YagONZbhe9/7Hps3byafQj959wBb6zaR1s4CiiH+w1P9Hzn4Mmds7Ka5N782tjOVN9lUvYCOIcfRblRrsOW8QkkSHgqv1zk+2NfFrG1dTD4Sz9mg5+lRa3m1Zil9AStRUhsJ0CAKm0km/ZkkNQIDwwt+HE8OUt+XYcahIZqGuhnKdHEwMp490SnMHuXs7ahgK/w6gIjrS5eyGDnhycq4RnbfHk6trKE10ljwd7KpYuSS80M+gb/4HBJiiYEQoM9pcbM1Rdaf6Yf4i4ntQHHWo1iWCJaoct738UsSutDYIh2Igoo8jA/kv//afdiJQVnBMNzz5oe33CpD4fcljgKqv6fz09GjR+np6SGW0JyEnjx8krA/k3IlNL3lju1th7n/2Wd488A+Thns4UBLhKMNYSzwo7gNcpXGAVHZ8acDksEf/vAHnnjiCaYmk0wFjtWF2FA/UJZukBj4x4waW64nO9TDf/zHXezbt4+FuddSwX5erhhPRh8LQNtAYVzQFc/Ypb2QsxPhITsZWt+X4Y1f/IFYTw8n5a45OTDIS5PW88FXDkFTnmWoWexELQhDdSSzBpWuwN+d+F9zbK/NXAhICtl4YWxTFVZpzApCoFIpSr7EoaE+++cKOeaSDm2ucNZc2NUBxD2vt1uZLJn0COyge961hJ7eILNHVbqShEFVtoCBXMziai38No9/Bf7/oCEuOCWYdilJntc6k2/zmv1zhxDE1avVtuidFhg+g6V6EP+WcDXgPiRqc0J8Ik0p6ZvtFhxZj5LuynEtPPTabsCig84f7WxC1VTRcw7ygDfw9zhKA4KSbk0wQltbG9/5zndoaGjg4x//OJMmWUIirt7MOZVmEeERjbUkHE4T+nUOPPNHGg4f5uGtIQ7Mns25555LXZ3llQYlZzukfTLIrsDfdAf+NdleWlNttGQ0/vY3jcWLF9Pc3FzQG9dr8F0tunyceck0aE23Edi1h9/8Zivjxo1j8eLFRJSATbX0Q/yLtd2pDuSo/qbJ+NRBNv55I+vv6SEajZJqriQU1UkHlZKIv0hztNT3rWenmBpzB7dw8033o+eExC4B9rdE2DS9mmwJdN6F+IdiZAat5xXV4tRsfIx7n7cSWTIwqRfGH0uycUyUocj0onMCHBH215hoNVnduv/RqSO88b/3YwpUQdUwOenAILWh50lnJg87b0rLsj4vhgN2ff+coTd4+M/bCq4f09/PGYlnSKQWW/fV5zbubQNF9l4wCcEES7b3Mamt8EAY15EiunGQeVddwff/kray6K05t7uqi2RqmJIY0+TYy3+j+U03PU/B4OTBLUT1BBuqFoEkURVWicoRenJ/2pd1B+jeQ+/Vl57lzPVdQk2ZSUvmOM1d7bxSs4xRlRMArOy+rloKxeBulUXhwd/R3clZG7pp7MsAPTy2xUq+vPL0o9x44420tlqZdBFF9tsnLsdO1jFMk7r+DHP3DHLbU7dgmiYVFRWcfvrpXHrppUQilp0MCEdnskTgL6J4VYkMEwdep0oboGpnDWvWxFmxYgXBYJDKoDfwL474S4ruMCdyyYRKbYDWVBs9m47wuL6fBQsW0NjYSEgOkNHzgX+hMx8vQt/NZC2bqhgaE5P7eejefTwhm0yYMIGgqKNUBMXb3DbALY/stEQthcA/T98NGmkmHHuDG264j6GhIYLBIKfUymyZXMVgTC3JJPBS/Ttyz7wm28uxR57kh/1WoC0BZwNHGsO80tI0QlX/CnvtTU7s4YFf/gEzd3YrwJiuNC09nbxUc4isPq/onKZpuhD/UaEaIAmmyUntL/KXPftc1wd0k0VHDxKJxcjqF6LIhdo84jBMgyeFwF8ZqCK15w9s7jvuuk4G5vbspUuNAaf51vgPDNMBJGCmCDz+InVx9zpS0VnSv569hyRQJuc+Yy32lpONXPK1SZjT+R7Cks4d3/8B0w677Umd1svZXU/yXN1p9MdaCAcUmsSyIKA9GfcE/kIyT5J446nnOWe98+zDpGnIdjMtfYBFDSvs10Xww18IVCjfMTNEUjqLd/QxuivNfS/dbb2fqnLBBRdwxRVXoKr5M1G1H8OQpyxI99jLfBIxltRYdPwolR07CKLTveYN1ofOZtGiRUiS5LJrplwIfohUf1lE0U0Ia2nGpQ5TpQ2w5ZkOmlMLmTt3LrJsJQnzgX9JxF+wFfGc61aV7Wdy6hj33NNNXV0dCxcu9JQ7+oMfth6Rp6tIHhSJaUOEdq/l3//9rxiGwYQJE6hNZumtsvxXzRye6i9qjFgtja33a8h0sva3P+TBdufsO7s6wMbp1fSUsD9dnrbXFfn1Y5rMim/nq1+5z+5KMg7rjD7SEOLlQGrYhIIY+FcHw7ZwomJqVG35K3/tc/N2W3rSnNv/GnsmjB7mCVhDFPaLaJavEtXibH7gl6Tj7rK9cMbgtJ61pNvqgHl0DhWec97AP6sbUGnFHHX9Gc7c1EOvx+cNZw1W79rPc7F+qHcnS2jenwv8dSoFNoqXRfhy50H751mVY9hsFtrHypBKY8YJ/DPS8ICmKsscEhD/+oDAWMKtsxGWwzYtP+HRA/GWcST0tJ0kBGiNVbKgsbDsWpUl6yzP5cX7ffRA3q7xd6/x//3vf8/ChQuJRCI0NDRw5ZVXcvDgwdJ/mBsbN27kvPPOo7raQmJWr17N2rVrfa/NZDJ84xvfYPLkyYRCIcaPH88XvvAFEonCgPnvPcSgSo45jkZTuIJp1Q2ua8XAf1RYyGypKbTh2l7JskvUbGzUTW0Hp51NpRD4pylccOLGE0sBVEnmY0sncdrkemoiAX506UkuqrsqtGMpCPw9994vZmXVED/72c/IZDK0tbXx1a9+lVdffdX6natm06/tlfOzqWgousHSbb0sefUYr7zyCkePHmXfvn089NBD3HzzzbzwwgsAhGXnXv2y3aLjnc450KGMzsp9uzm/6zFOHtpCU/d27r33Xj772c/y61//mpB4HvnRd111u26xnMZMBxd0PsKq3ufR967n8ccf55e//CU33XQTU48kyDff1tEK2l65BFI8iH82GeeMnmdY0fcyHQd20dXVxaFDh+hbv42LXuygpStVssZfRPxrgmE03XLkT+9+lhnxN+2gHyzHe9KxJGev7yJiDA2bUOjyIP4Z3SCsJzmr+ymURCGVXTFhyeGDNPW+WfA7cRz21vjrJhXaIMv7XnYF/eInHp0+Rue6R4edd2P3Ebu+UJVkSFbSkmrjpCEn6A9FI/THnD1Rn+3h5Ycsp+Bov3tPdMULD1fNMKGih4nHkq6gv6GhgeqmFufn/jiVG/YCEgwINiSQoc9wowj2vMD0+Jv0v7nJfj2jSkiCYzk1sYcZcauerjocoEJ2nOx+zROgC2tmTPIwL/3lz76HjIzJsr5XqBhwkiaS4ey/npRXD8RZMxEtQf8fn80F/e5x8OBBvvrVr3LokIUkiH20/Six4v7TpAxTDsc5e30XLT1pe08NDQ3x0EMPccstt3DsmCWMFBDo6r5CoJpgL/UMsmEyb1c/F+zexKz4Dsakj5I5tI0777yTz3/+8+zYscNDdS90kF2ipapAVU1LLO99iYs6H2bB4Gsce/15fvOb3/CZz3yGu+++m4iA8Pmxg4rRd9NpidbUUd7R+RCLBzawecOrrFu3jvvvv5/ddz7AzP2Dlg0qUsK08UhuzYn2J2DZitpsD+d3Pkpj11aGhiyEPZPJMK49xXmvdDKmI1myW4CIotSFLMGu+kwXZ3U/Rba/q+D6MZ0pztq9Ez1V/PyPZ9MuITQL8TcZlzzIkv71dtAvDsWAFT0v03loX8Hv8qM7nXAFH01B6xw/aWgrzYPO3ymhIFkhiT07vp21zzuivy8f6OHMn7/MF/+2w3XObe455qKTLj28F10I+iOjGkiEnJ3Y0LGFF154oWzEP6ubYJqcMrCWSiHobx0zGkPQd5nUsY5RaWuPNIVjyMKe3jfk/k7s9W2aLOh6ifYDji0QNIxR0VnZ+zytsvX5qoKhXGLcGscT7nIjl8bP/nV0v/gafqMy3cMdt32PgQEr4BFL3fyEQMV5+3vaOGddJ6O73L6Spmk8+OCDfP/73yeVq9EV69S9HUC8pWRxPc2kowkueKmT1mNtVOpDhPQkb27fyu23387tt99OIpEoYNx441PRDtuBv2kye2+cd3T8jYUDm5ia2MNrLzzN9773Pb785S9z6NAhgqIP5JMkFMX9FMEGJQczrOh9kQu7HmFG72s89thj3Hvvvdx8880cefR51Lzv5AN+gODjeruKZHSmxndxYefDyAc2sm/fPg4cOMCaNWs479VOTt49gGSabgamzxD3Xk3OVkxK7OXM7qfpa3cnvBv6s5y1oYuxfd3DIvMiSBFTg8i573nO0BucPLjFtxXpmK40q3peIJkqHtQdTTgBuAVSGGCaLO99GdUT9OdHUNeZcuBxOjsLNYLyQzcMXutxEP+QVoVs6pzW+5wr6B+qCqHn9p+Mib7pYY4ePUpnvPCevcmAbM5XUTWDU7b0ouSenyRJzJg9y5nXhFO29FIZ19yCv5EhCA/56IG4GX+iHtFJVf4Jj6qwSnPECbB1OWsnwJ153YCCWwS6xnWtmOAQy4K8HUC8/u2ghxFQ7ylrzA9JklylgF6G9Ns5/q6B/09+8hOuuuoqIpEIt99+OzfddBNPPvkkK1asoK2tiBiEMNavX8/KlSvZuXMnX/nKV7j11lvp7u7mzDPP5Kmnniq4/qqrruKrX/0qp5xyCj/96U+5+OKLue2223jHO96BUUJc4/96uFDPqHNwLWscTzjgzl6JdXPjxOA9kKUvPUy2SdZcyNn4WGHgn0f8RUVS/0PPmTduOAu5MVxBRSjImo+voPsb5/KRZeNdfyf2YfVmu10HtKdmrloN2Qg/gK7r/OhHP2Ljxo3u3vC+ba+cn00yrNzc64uSAqRSKX72s5/x4IMPEhIOPT9kzCvYVRnXLCd1oKfgWtM0efLJJ3nlV38gkkdb/ei7Rep2Jx2Nc0b3M1TphTXUiUSCGW+0s3hHP5JpgmQUHPxDopibWO6QyDJr30M0ZzrwG0HNZNVrPYzv6SnqdGd1gx1djoGsCUZIpjOs7H2exqzj3EWjURdNujqusbrjZRLJ4o63eJjWh6KksxrL+14mZjh/s2rVKlrOWkZKEBub1fkqb77pH/wPZFKupNOYWDVZTWNZ3ysEcoFQKBTiC1/4Ak+ePZ5j9YK6877Xeemll4rer0jzn1PTiqobLB5Yb7/W3NzM57/2Hzy6vJH9Lc4eO7z9NV555RWO+AT+Xochq5uEQh3M3+UE75MmTeI73/kOl13/eQ6Hx9iv71j/guV4ayFL6TY3eqXCQCirG1Rog8wddPRFeitV2i5ewOiLP0GP6tiLuYNbqMn2UhVWqRBqGQd0LzJv3XtET7C0/1X79VRA5sCKSQQWXUImFzTLmLSt+ZPtrMjCodeT8U8oKKbGhL2PIg05z61y7CjmzJlj/xyPx/nud79Ld3c3VaL6tTQ8ipc4sI3FO/vzbdALRkdHB1//+tc5duyYix3kFQI1TdNlK+LZFCve6GXmwbio3WmPzs5Obr31Vtq3COu3hK3IO92VcY1zNx1hQqoweW4YBk888QRLXzlk2yC/wL+YUnd88zZO611LxKf0y9R15u0ZZPnWPiTJHxnb0Z6zXYIzXx0M0338KGd2P03U8LfJqmFy6uZexiSPDJt89CL+2cE+Tut5zt7TAHPmzCHc6NANapIp6t98DM2nRzm4af4ATaEKgul+lvSvs1+rqqripptuYsPcejtIVzDZ+sjv6Ovr8513j4D2hxSVaqWC2mwPs4UE4bRp07j4C5/gkeWNDEQdH+De3/6Gzs5OTNPkqv/ZxDN7uvjus3v47QYnCHhMELoafcRkvNDW77TTTuP6L36Ox5Y1uhKQd999N8mBwoRgMXG/yYm9tCSc2t3UrLF8/7vfo3fBe0nk6MgSsLTvVQJGhppIkLDhIG6HEj0FcwJMTuxlVMJx5A82h9E/eDYv1q1Ez7moQTPL3Pa1ZLNZixIrCGQdT3rKgnJrpiXVhr7TSZoMhRVazjuFFSsclL+trY0f//jHGIbhomr7BZL5ecN6kp0P/IFo2lmb9fX1RKNOQvSNN97gxz/+Mbquu1rSean+3j0e2HqApdv7UIsgzRs2bOBb3/oWYc29ZwuEQEW/QtFRdJOVr/cwd38/KoXo+MGDB/nKV75Ca7uzpzK+VH8x8Lf+XRnXOGP3esanCoVnTdPk2KZtnL2ui2hSK8ri6cj7uC7EP0T3pqdYNLARBX87MOvAECu29KL7+KzicNX4B8LU9uxmaf86ZEFxJs/mglwyb99BUm17KTa6PULEWd1gQmK/K+lfV1fHe9/7XjprnOC2Od3Fsw/+oei8IjtxdLSarG4yNbGbsWlnTy9atIjpN17NupnV9pMJ6il++tOfFo1tdg10ujpcBTPVzBraTo3m2ICrrrqKwUuW8MzCevJ6jZKe4ec//zkdRaj+rp+TCYgOMGfvIBW5M0eSJG666Sb+48v/zutjT0fPMVOCmsnizWl4cxlyWijfqeos0ANxd/XBaTkIzK8bg9+oCqm0CoE/4NL7gMI2wSLzemadG4CdKYiBu0ujvTGYl8nsLjMJDMPeEtti9qf/CQL/7u5ubrnlFhYsWMCaNWu44YYb+Pd//3cee+wxjh07xn/8x3+UnONTn/oUsiyzdu1abr75Zm688UZeeOEFmpub+fjHP+5ymB9//HEeeOABbrzxRu655x4+8pGP8OMf/5jvfve7PPPMM9x7773/lx+35HCh0hFn4y1vGu+quwY4LgT+k6vdwfvefu9h6jyDtOwsOFmSmFpTKIBRk6PT1IiBvw/iLy5mMYMl9hOVfeoQ3YF/ccQ/4An8G2JVfPjDH+bzn/+8bZBN0+QnP/kJereA/Mp68dZfpknjjo20dDufZ/z48Vx//fW8613vchn6++67j9EHHafGTyzGlVAYHOSMjV2uw79frSI4Ya5dOgDQ19bOmRu6CKd1X0Vb9wFtveeEtgRLdne6DqXo6CmceuqphEJOIDPlaIIl2/qQpEKl6qF0IeKvagbrf/tnolnH+I2dMoPPfOYzvPOd70TOibTIwLI9bejH9+AdyazOkh8+z0f/7CDENcEIT/31fpoyTrZ5xYoV/OQnP+GnP/0phyfWONdmB3n+f39X9HASVXIbQjG633iBURlH6fmKK67ghhtuYMqKRTy1uIF0LviXMfjZz35GMlkYTHhr5lqj1VQfe92VpPjQhz7EySefTENVDc+fXEtfhdtBzqNC3vFChxP4L6wbx9zBLcRywbAkSXzyk59k5uhxVIeirJtVQ1e1sx9+85vf0NXnvjfdMOnzqOcmshkWHD1IKGutB0VV+eQnP0k0GqUiHOTl6uX0q84Bt7h/PYqhOXoDwJBSmJzK6gaL+9fbjmA6ILFmfj0nt06gqqqKtXWrSOZEGxUMlve9TFS1BLLyI+7JZmuGhQwu6V9HMJc802SJZxfWUzVtPDNOXsCautW2Q69lUvzXf/0XhmEgC7XfXmGbfBZ9/sBrhJLOZ9kyqZKV113NLbfcwnXXXWe/3tvby49//GMXimfKhcyY/H6sz3SReOVp+/VMUOEzn/kMd9xxB+eff779+sDAAN/97neJCl+Rt0Wey7E1TcZsPMDYDsf2meFKJi49g1NPPdWm5+q6zgv3/S8TjuXWfwl2kBowLId7QxcVwl4fUmJMnrOQmpoa+7WKgRRnbOwiktJ9O4D4KXVPORyHzU6wqyOzcuUqLrzwQlcyb8LxJEv3tBXYYBD0KoTEY70m89pf77aDcxO49NJLue2227juuuvQc4G0BKzo2My+3bsL5s0PsQaySgoSeeNhQrkAQJJlPvWpT3HLLbcw/7p3s2uMs2Yjg2388Y9/LJgP3DT/CjVEAJnlfS8LCcIwX/rSl1iyZAnJiU2snVdHvgxZSyW46667fJE+sb5/cmU9WU1jad+rto2vq6vj5ptvZnJDC4mIytp5TlIhk05z5513crAnwYEe5zP/71YH0X8019pK1QwW7nHOsUmTJnHttdeysGEsaiTK2pPr0HLndCKRYFLbCzZzLD/8qP5KNsG8wdftn4/VhzjzsouQJIlAZS0v1J6KkUtrRY0kCwY2UR1RiZoOunU81eeaM6ubRPU48wcdRL69NsgrJ9Uypa6ZodqJvFqz1P5dNNXDn/70JwKy5OqF3ekN/HWToJF2JR6HwgpPLW5gxtKFfOITn+DCCy+0f7dt2zYefPBBKoXAXyOLYXqDaRPJNFjR9xJa3EkQHT2phTvuuIMf/ehHLFiwwH79tdde45577nGxHr16IOL5Py55kKbNTvAcCIe45ppruOmmm5g2zenMcODAATb9/o8eFL24rTDMDKds6WGMwE5IS0H2RScxe/Zs57lls8x67SBj2nNt3HzZQWK5kUFFQuOMjV1UCIn1dKiKVatW0dDgBE41cY0zNnYTyWYK7tU0TaeFpJAkHPVmJ6ldzncoBSO8973v5YMf/CCNjY6WwriOFAuObx4WzBPR01RbJ9OOv2j/HI7G+PKXv8xdd93FrPdcSCYn4CmbkN7wV5vl5R1eIeLjx9pYNLDBfq25uZlvfvObXHzxxby2YiyHmpz19eamV4oCCiLiPzpWTaK/y7X3Zs2axac+9Sla6urZOybGpunO2b9r1y4efvhh33nF+v5JlfUEh/qZNbTdfm3VqlVcdNFFTKtqpKs2xLpZNfbv9u3bR+fWwvv1Bv5r2ndTN5Bh2iHn2Zx33nksXmyVNqYrJrKuytrTSs0oXo6tBiSqMw5zkYreQsRfOAuzcsLlHyxuGOf7eSvDKrWhsIsd1JZw+3HDIf6rx46mMVfXH1JlzpvulCmJbYJT3sB/GO0ysRWp31AE8MPLkH47h2T6nVL/B+NXv/oV1157LXfffTcf+MAHXL9bvXo1mzZtoquryyXiJo59+/YxefJkPvjBD/LrX//a9buvfe1rfP3rX+fll19m2bJlALz//e/nt7/9LQcOHGD8eAeFTiaT1NfXs2rVKh577LG37fMNDAxQXV1Nf38/VVWF9Rve8eyeLs74+csgGTDrRev/wJrzP8aq5kkE/u1hdJ/M6C+umMv1W39u18I+1DKNU8ISRmoQIzXEU1v3s/PwcaJmkgnVaeKZNqJ6hmpTZ3y4ij29GTRUNEkhRZD6mmrmjmtmW1+SdYmjpBWVlBzgCwvORw7FkNQgRjrOT5/egpEaoNJMMKMxRefQcaJ6hkZZZnw4CrKKpASs/wJh5FAUKRjlb0eO0KOkSckBGqKtXDV7kfW7QJiD7T3c8+J2Ks0ENVKSqspjSNkEET3L7Fg1FYYOssyRbDW/Pj6RrJlXiteZULcVIyCRUlSunraS2upa5GAUKRjhkTcOs373YbIpjf6Ms0FbQ31cN6YTJTsEhk6XUck9HZPoE9CDiTX7iFYOodLIBxcsRgpGkUMx5ECE7zz+BsmhfoJ6mu60Skb4uxnqUeYqBxhdIVERjfFI3zg2DjpJmoiaZELDPlY0z2H2uGZrzlCMAT3ANx7dSsxMEg13YegpjnWPIS/WFSTLiuAu5lf0U1sRpt+I8fvO8bSlnUOkLtTP51e0EIpVIefu99XjGe5/7TBRM0m0bg8RPUN7+xjiacdpn6a08c6Gw0QCCpIaZEcyzP0dk9DyNWWSyScXRxnfWGXf7+YujXvWHyQc7iQSO05EzxJONvJmu1P0O1rp4brRh5D0DLIaYttgHy/Hp3Aw7VCyzpsU5JyZtcjhCntu0zT42qt/QcqmCOlZVlVM4743TMzcsxgbHOS6MYchE2dA09iXTnBUb+DVgbn281o2Jsh7FjQihyqQwxVIgTA7e45y144XCBo6tYrCFY1zue35bnveybEkHxrfBZkE+3uOMqRrtEvVrO1bjJELUBe2Bnnf4ibXvIaW4asbHiabTRE0NJaEJvHYNsO+l1Ob01zQ3IuRjrO3+zCpbJrj1LCmfzFmbt7mqIaiaiQJkZKs/75y9lQawxKmlsHQ0vx23U42HnQOr3Na46yuteZNxAfZ35vkqFnP2vRM+73rAgmqagZJVA2RUIKkzRi3r7oYM5vG1DOY2TS3P7mTA0IObWrVXiaGjjEjUoGczNIxmGSfPopXso7TedZ4GSnYz1a9naQSQFNifOeUyzD1LGY2xVB8iO88tpOBlHOATa7cz5TQEcYFAjRJKvt7kuzQRvOa5jB6LpoI+9N7GQxpJOUA0+qm8N7ZS5BkBSOTZP3eNh56/TB9SWfPtUTaOTn6JnNjVVQYGsgKL8Zbebzb6WCwsCFJJryLlKySVAJ8ev65hMKV1nozdO5+YQeH27vojgfQc/ZFkTTOqH2DVTVBzEwSFJV1Q038rdtR4K0OJJhUv5NMQKUi0Mx7Zs9HDkWRg1GyUoD/+NsWokaCTMqgX2hhOC4S5wOjjhDQhsA0OaDVcm/HBFI5Or6EwaS6fQSjSS4cv5zRjfXWvKEYb3al+fWLO4maKaKhXo50V6MLVOppahvzlX1Mrg2gBCI82jeWDYINCispptd28v6Fcxy7Fopy39ZuNh3oJGYmiNXtITsQ41iPg6KEybAquINTGtNIikqcKL9tH0ub0G5tarXG9csaUHLPVg7F+OFLRzja1Uc43EU0dpxQVqezYyJDaed5rIzs4+x6K5EjBUI836vxdP8c9JwNiqgmn1lRTWNtlbX3QjGkQBgzm+IHmx4lmRokomtUJqawtcNBUs6obmN1TQdmNs2ACXtScV6Jz6E905h7znD9kiqmt9Y4e1pWeaPzIP+z6xWChsYoNcDozGSe3Oc4dpe2dLOoohsjHefAYDe9SGxPT+TNhLOWr5xbwZLJDTnbVoEkSTx66A2ePbKTgKFzUkUtmY561h91kjDvnzzEjEg/mdQQOzsPoksSO7PjeCPuaJecMyXE5o5BUlKIpBSmta6Kz62aQCI5yK2vPU5Qz5LqrGFwoC73GU0+Oa2XUXI/RjrOob52+kyD7dnxbIs7e7o5PIQaVEgSJiGFmTiqnk+sGI+pZSwblE3ypb/uJJG1vhNZ0llS9zpnNdYR1jIc7uyhL22wSZvIbs3ZI+dOMDlidtIeiJOUVeqiLXxh4WrMbAozm+bNti7++8UjpDUlt+90Fte9Tq0UZ0akgr6eOCld4oXsDA7rDfZnun6eyuOde0iGdBJKkJVj5nD+pLk5u5bir5v28eLuPlKaYv/NwtotNMl9zI5WUmkaIAf4XddkdiUs4ELG5NxxcfZxgKQSIKEE+fyCC4jlWJJGJsH3Ht9C30CGoYxj2ybFDrK0oo1Z0QrMbApDDvI/nZPZnXQAkSlVx4hUdZBUAjRFR/Pu2QutPRKM0jcU5wdPbCGQTdGVCNlnUkhO877Ww0xQE5haGl1S+VvveDYKbcuqg/1MbNhHWlF53/RTiebOfykY4aE3e3h19xFiRoKMLtGdcPZcvTzIisCb1MkJJtdH2ZFp5IHOsWTsFqUmE+oO0BiLcOW8+fa+k0MxvvfUDnr7+4mYKUJVhzl2bAya7vjsU9VjrAjvZ1K1iqaEeLJ/LK/0O/ccUlK8Z3qIeRNH2XNqaoTPP7SNsJkmGukgHOki0x+jvcfxFyqkJO+s3sWkWBpJCZCSI/zyaAudWSe5ffo4hXecVIeUm1cOVyBJMno6zjfXP0hQzxJMm3R2TCWe0y9R0fnQqL2MUfqQJJl+0+SVAYWXB0/GyLV3bqmQ+PQpdYSila55nzu8nScPbiFkaEwJxnjzwCi68s0J0LlxwmHqzD5MLcOuZJw+U2btwEIGdWtthBW4eVU9DbXVth8E8JudL7Kj+yhBQ+P0ulbWvBGkO5nrFCQZfHZaO5XGIP1DPRxJ9JOQA7w0NI/OrPWcVRk+t7KeloYaa95gDDD5y/7XeenYboKGztyKWja8UUEiB+tHFYPPzewlbMQ53t9O11APGVnhhaH5tGfrc/veZFQ0gaYESUphklKIC2aP5uzJNdb5r2W4f+c61m1XyWYt/7QmaHDTtG4C2hBGOs6+jl4G9AB79VFMqYXDcUhIYYKVIY5FukgoAZJygI9MO5cZ9RWYWhpTy/Dy7jZe2nWEiJmitSpByjhGxMhSA5wUqWZvew8Z1Nx9WXbs3DkTiBPmvrYdJIIySSXA1TNP5eS60dZezab41Yu76e3rJWKmWDU2xLbe7UT1LBE9y8mxKoysRm9WpiJWQW11bn+FYrxwLM424xhJJUBSCfC1ZZehBmOYepb+wUG+/9R2Xgws4I3ANH70oXo+tf7PgMXofvmiGyk2wj/6f6QrLfb7FaMX8cdz3lv0Wr9Rbhz6dwv8b7jhBn7xi1+wa9cupk6d6vrdl770Jb797W9b6rNz5/r+/X333ceVV17JnXfe6UJ2AJ544gnOPfdc7rjjDj71qU8BMGPGDAYHBzl69GjBXCtWrGDnzp309BSiYOWOlpYW18+GYdDR0VF24P/Emx2ce+erEBmAyVbGW5Fk+q/+JrFAiJovP+orvPOXDy3m0rX/ZdXCAGv2PEPjEf8atn+mscMYywP6qfbPY6UO3qc8iyL5Z3k3GZN5RF9i/9wqdfM+5WmCHgXcHrOC32hnEcdC/2UM3qM8x2TZLYqUH3EzxD3aWXTjfMdnya+xTNnpus404TljDi8YJ9mvjaKH96nPEPahHAO8aYzmT/qpdlAYIc371Gdolvpc16XMAPfqq2kznYz6MnkHZ8qvi52P7GGYEn/Rl7PddBJg8+U9XCCvL7j+sNHA/+ino+XoiTGSfEh9khqpUG0e4KDRyP/oZ9gBchO9fFB9suA5G6bEvfpqDpij8k+IK5U1RZ9z0gzyS+08BrAOw0oSXKc+SlQqpPQ9pc/jFWOm/fN7lTVMkf2z9Jop8yvtHDqozX2+FB9VHyEmFbJcXtBnscY42f7Zut/i8/63dh5dWI5IDYNcrz5KwEdxea0+m7WGY+euUZ5ivOxfm5cxVf5Lu8B+Ds308mH1cRSp0Gw/ri9gvWEFChIGH1EfL1g7+TFkhvkv7QJSuX60E6XjXKU867t+/qot4w3T6gogo/MR9XGapEKKMEC/GeVO7XzSWM7geKmd9ynPFMxrmvAHfRV7TMu5U9C5tsS8v9TOs++3kT4+rD5R8HxNEx7QT2WnOdZ+7T3Kc0yV/UvJMqbCPdpZHCcfLBm8V1nr+z0/p5/E84ZTUjBDOsQ7lRd9nxkUrp9WqZurlWcIebQG2s0afqudSSr3zFQ0rlaeZaxcWJ6Rfxa/0c6y1wTAufIGFitudNw0YY0xhxcFG9RIH9eoT/vuI7Ds7J/1FbYNipHk/erT1EtuimTaVLlXP52jgg1aKb/BacpW/IZhStyvr7S/b4Az5ddY7rGbAPuMUdynn2bblEb6+KD6ZMFzy4/NxkQe0pfZP8+V9vEO5dWC7yVtqvxSO58+LMd7OJsCcNSo4279bPtZzJQOcbnP922YEvfoZ3LEtJIKITJcrz5ClY+KNECnWcUvtfPswOIkaT+Xqq8UXGeacK++mv2m5WuESXOD+ggVPiJVAMfMWn6lnWPf7zJ5B2cpr/vOe49+JodNC8GKkuIG9eGiz2GfMYp79dPtn4t9b7op89/auXTm2nDWMMRH1UcKzoL82GqM5y+6Q7s/T97AIqWQ4ZE2VX4h2MB6BviI+pivbQXYYkzgQX25/fNqeTOnKtsLroubIf5bO49BLDZINUNcpz5W9HzebbTyB/00++fp0mGuUF7wXWe/0c6mI/ccZAyuUp5lguxfXtdnxvi1dg5xrGApSJYPqk8W2ELThIf0pWwxnSTTLOkglyovI/ucB6YJD+tLeN10BGonS228W3m+wG86bDTwe301GfJlWDrvVp4veo4OmBHu0c6kDwdIOFvexFKlsNxurX4SawW72UQv16jPECmy3rx+UBVxPqA+RbXkLv/ys0F+djA/sqbCb/UzaTOtQNay9f6+nncNzZH2c7HySlFb/5i+kA2Gk0y7VHmJk+TC8qsus5K7tPPI5vyrcVIH71Oe8f3+AF7Vp/Ok4bBI3qG8wsny/oLrhswwv9AuIJk7H8dInbxfebrovOv1qTxuLLJ/vlx5gVny4YLrvH7CJOkYVyprij6Hl/SZPGPMs38ezhf7Zx/fiV3LbyOX8LWrw3xt8+MAXDR2Jg+ddW3Rv6m448fEq6x1c27THB678ANFr/Ub5Qb+fzeqfz4AHzOmsB4j/9qRI/7CFSfy90ePHvW9Nn99b2/vP1Tkz6Y7RR3qydzaFmI5gacKT5uV/GiIBUFAkIaEuvR/5jFTPsxpslOLfNhs4jF9oZelCMAuo5VHdceo1TDIe5TnfB2QOmmIq9Q1hHLtYAxk/qSfylGjsCxiyAzzW+1MV9C/St5SEPSD1Q3mNPkNlsjO745Tx736alJm4Xe2wxjDA8JhFyLDVeqzvoFbWMpylbKGUTiJq1eMmTxvzC641jThUWORK+ifLh3mfHmDr/EeK3dxmfISecnSOBHu004j6XPPfWaMB/RTbQc9Qpp3q8/7PmdZMrlMeYkq8gkEib/oK+gzowXX5h2cvKMnYXCp8lJRx3S1vIUGHCfpIX0pCdOfObTWmGMH/QAXKOt8g36A5fIOmuweGvCwvpi06b8vXzBm20E/wIXK+qKO6Qp5B/XC/T6iL7bRZu9YY8x1PYcLlXW+QT9Yz6Ey93xNZB7RF2OY/if0E/oC+zBX0ThfKUwC5cc5yiZiudZjBgp/05f6zmua8Dd9iR30B8hykU8ABtb+uFBZRyRXVqSj8BdtOZrPc8gnrsT7vUx9yff5ShJcpLxKjdBe9C/6cnrMioJrrXW2zA76Ac6WXyua3Fklb2WO5DhdO81xPC04OeJYp09zBf0N9PNeZY1v8Nos9fEe5Tny2t8aKvfpp3HEqC+4dtCMcK92esmgH6xnsVp+gxWyE/R0UsO92um+Nmi30cr/CkF/mDRXq88WBP0AIUnjSmUNTTiUkeeNOazXpxZcawUgi11B/wJ5N8vkQrsJMEk+zrnyRtc9/6++wnfNHTdrXLa+iV7OV/xtW0jSuFR5CSlXFTtIlIf0Zb5nSNpU+YvwLCpIFN0jsmRysfIKgdz3lybIw/oS33kNU+IhfZkd9MdIcY6yqfBCrO/vAmW9vS5ShHhSn+97rWFKPKwtcQVLq+Q3is57obIOJVfikyDMU0XmzZoKj3ie7xLZX0tFkQwuUtaRPzv6qHAFfOJImEGe0J2AZqzUwULZP2ALSRoXKQ7lu5sqnisyb78Z5XF9of3zGKmTFfIO32tjUpqLlVfs++2ngkf1Rb7fW78Z5UEhuVTLoG9yKX+/71LX2rbNQOYB/VR6zUKab8oMcJ92mh30Sxi8U3nRNwFq2bZ1TJMcP3e7OZ7HjQUF92ya8KxxsivoHy+1c4Xygi9YMlbu4kplDYGctoGBwh/1lew3mguuHTQj/E47wxX0ny6/7hv0A6yUt7Jc+A46qOX3+mrfs3SP0cID+iku8OMq9dmCoB+s5/we5TnqcXzox42F7DAK/X7ThAf1ZXbQD3Cm/HpR4GGufID5slPq+IY5kY3GFN9rdxutrqB/nrTHN+gHaJAGOVvY74fMJl4xZvhe22VW8YxwhkyVjjJXKgz6ASqkFOcqjs08YjayXrgncfSZUZ4V5p0mHWGmVBj05+c9U0ge7jNb2G76U+t7zArWCknm2dKB/88G/QChXFmd2AGrFNVfHUYT7e0cf7d2fvkgW6xRzo9wOOy65u34+0QiIfeMvQABAABJREFU4Xut93pRkGUkw1v3k8+0lDvs+s2IY7SWNTkbqiLoLwBRHVZR9YjdHuZARTOzpqxAjlQihyt5uS3D690GcSlCdHSSQ8RJKEHOn7yQK6cu4cP3rieZTBFAI2hmuGFxMyfVq7x5tJOHDr9AyNSI6FkubJ5IjQSmlkYOVfCHnYP0GmHiUoT6SRneTA+SUAJcNmUJl0xeCIaGqWVzlJ80RiaBmU7wiw3r6NMOEzE0Gghw+ZhJ1u8ySboyCk8dTjMkxSASpb3mOEklQEpWuX3llVTFasE0LQqfluVd2RQDT2zmtQNWDeNr5hQOVlRx1ZQaxoUDGJkEu7qz/GlvtU2ZU2QDfewAP40s49Sxs7hi2nLkYBRkBXL0pBYtTezQce54dCumCVkC/MY4iw+fFGJqLImZSXB8IMOde6pJ4ASUkZo+NjTWcvqiW2muHmVRzAIhm/ZkahkuGexmw9/WYvRZG77NbOCe4Lt43zSNpkCCvv5+7t8fZJ/eSJ6mLUkGckOau7PvtClVN589h4Wjq3LPIsOdb6yhs+0A8qEsRsYyFmuNuQRGz+WslgS7j3awtyfN9mwrnYZzQDdUquyTp/INaS4JKcxP37uU2mgQU8twsL+db6x/iIihEezqI9NpBchdVPO/0Xfy4alxNh9ooyup0x8y2TY4kXTOYZElMKIxfhJ4H5VV1Xz/nUuQlACmnuEHrz3G9s5DhA2NYKeE3A2GCUlC/DV8MddPjyNrceJalme72zgQH03boBMkBEIy90Uu5pTpY3nPkqnIoRhtQ7187qU/EsnRsoJHapDjVmukOBGeqLqMqycMYGaTbB/q5UBykM5MDW/2OIdhOGDwWPR0Wk+ZzrTRjUjBGA+07eJP+zYR0zLE4gGma6PoPJLEBAaI8TvpPKYF2giRpbrO4Hg2QZ9WydbuWc66COg8UXEmX7lwnlV6EYyyIzHA1zY/RVTPEstmOZUJrH3TCpq6qeY30rlMDnQSIc3slmqaayo5mAyzfrtjw6LV/WxuvpB5S+baNMkhM8i1f3idiJkiaqaYHDUZbLMCtaNmA/dEVzI2epSonmVWVT2tVY1sG4iyfa+gUBvNcF/rSSSVAIFwJd9Z8S42d2l86+m9RMy0RevMxCGRza3hen4VW8W4aBtRPcupdS3EwjFe6q5k/2GnBCUahr9NXMxxwyCpBPjY3LOY32o9fyOdwMwmuWr3Ue561mpD1kEtd0bOZHzVYVoklVPrm8DQebKzjsPHnXnH1MvcXzebRI6S++PTriYSqQZDt6iB2TTXH+vitodeRzNM0gT5pXQ2E5v2cnnreGow0VNxHjlezY5O5zk012R5paGBZ9VWZjZP5GMnn4MUCFvz6pZt+0gqyU8e3sTu45bdfsWYyYGqFj43vxkzm0RPJ3nmkMGT7c6ek9UsibFx7gifwq3LLqcqVosUjIAk5+xEmpZsGnnXQX69Zg8gkSbI78xzuHKqzElVCYxMgtePZ/jfYw1khGM7WtfD2uh0Hh86g0SO5njfB5ehmLo9d+/GZ1B29aH3WcmP49Tx25BlgxrVBBv3HWPTQA17PTaIaIT/DrybpBQiEq3k51cuxTR0zGyaI/0dfG/DQ4TTKeSDWYxc2dPjxiIqJsxjUc0gz+5sI2EGedOsp1NzkitNlQHekE5inbyEeRNb+OQZJyFJEkY2xQ9ff5LtnQeJGFmCh9JkchTlPeZonm+8ggtaBjCzKRKoPNzexrbumTY7SZZgINbE99RruWbFDFZMH4ukBNnX28ZX1/2VkK4R0TWqjqj0x63gZ7c5mtdbr+DUuj5MXWNHvI/d8UF2DUymV3O+QzMa5aeBq/nPSxcQjVmU3zt3vcraQ9uI6Flig2FmGJW8cdRKkO01W9k59nIWVvUB8Gz7AZLAgaHRtA05wYcSUXmq+f1ct3JGrvwiyq3bX2RrTxsVeoZYbwUrK+p5Nifsuc2cgCaHaVH6CJpZlk1qYE33IfbHR3N8UEhWR8Lsn3sTq2aOs23F0bjJzc89RDTURcTQUDoG0btrANhiTiJZpTFK7aEmE2LFuNFIapBH22L0Hcs7oyZa6xA/jy3n/EkLOGXsbORglHu2dPHI9narrMxMoSbiaBkztz9m0Fsv0aD0E9WznNY8CSUY5pGDlSS6nXnVxkp+Wr2ChBLACIT50cqruH9HPw9sPkLUTBM208yMmuxsG7Dn7axXaFD7GasEWVBdj6mGuW9/DekBaz1ImEyaMoqfspyEEiShBPiv1e8nEK4APYuRTdGSSdLx8ps8ufWY/Xy7K1VaIx2c1dBKjWmSNSX+ur+BpKba9ztxmsIvWEJCCbJ8zCyunrUSORDOlTyladHSfPRQOz9+9A37rLtTOof5Lce5Ytw4jHScZDLJ/ftq6NIcnyLW0M1DdZNJKDP4xtLLqK9uQlJDLv/qY6kEP3poE/s7reTmRmMacst0rpiiIGVTZFIJfrMDdicdgEINpegak+UH2oUkB8aRIsTpM8dw3fIJts1syaZ4Zs0aDu8xwJTRUbjfPIPLJhjMrxrCzMT5y54Mr6dGu2xQpLaXV1nIGnMlCSnC3AmjuPnMmbkykTTtQ128/OqDqMcG0fqtPdVm1nNf+F1cPSmOkunj5UP9HNbr2ZNttIN+WTYZPaqOXySuJCmFeM+SaVwwd7xdVnbbpifZ03uIcCqOdKACM9cC+a/GShqmpak2eth0uIekrLLLrKUz7tRoBwLwXHQFj8ln8vV3LGBMUwOmabK352jOB8oSzmjEDsvEczpOT5qLmTh1DuMCA5imweuDPewY0tne5bANZdlkZ8VMjlYt5+sXL7BKfZQAt732GJvb91nz9lUwLhnkUK8FZDxnzmP2tOm0qAOAxOPH95GUVLZ2z0TPJQglyaS9YjTrpt7MJQsmI4diJCWVD7zwe6J6lqieIdrWzEmRKFtzOjFPGfPoDtVTLw1SEVHoUfvIIrO1d6bN7JAw6Yq1MLTiy0xpbUQORjHUEFe+9ABBQyOmZRg/1MqkuMK+botp9JCxjCOh0VSSYEylyszWekwlyC+3B9Bye0SWdTorx9N04cVWeVautOzLT+zjQHsPUZLUqxpkhoiYaeY3KHQkDiLLvVYJsaSysHk8khpEUkNs7cqwvj1LUgqRbuoirigk5QCfOPksZjRN5Mr7toGeIWqmiJgpmkM6/3ZKC109Pfxp+2tEA31E9SyTgmFm1DQjqSHkQIjH9g5wLGWVCMyYGuOFoSMklABN1U18benlSGrQKk3KJDGySctvScd5buchtvRvImJkiOpZVte1UI2JpAaJGwpP7hvkoGKVPYmBf2O4EIAQh6iJFteGF6x8K+PvFvjnA+x0Ou0SVQNsQa7hgnDx773D7++j0ajvteW+3//1sAUgBMR/eeME+9/FEP/qcICg4QT+v552Dp+47JP2779872v8dqOVER41YRvHNYsuetH8i6mctpTdz9awuc15z8+deSqN42rZuLOD7629AwLWM5t39rXMHeMYtK/e8ogtAjVz0i52DFoH5Tvmv4OqqQ6l3jse6fsTL2kWjXGU2sCnrvmi/bs3trfzxbssAanRTTpHm16wf3ffqR9AkQvRvxuXpfj6179ut4Ds6Wviz5k5fPCcd7Bz507+suEvGDlER5MUdiw7iddjVgZ48vxzqZl3tu99LgHM5E8xnn0RGTBMhf/erDF3rtV6cuO+jWiC4N/OcTFem9YCksStZ32Smkil77xKNsX/HG9jqdB/vSNhcvtmlalTF3K8o4uBrIPcZxWJNQsa6couh3aH0nfLnBVUTXIcxj1mhN+FXiHSonPWq71UZCwj8fRheNOcRmfoFLoyu6nUHeSzpzJA6zmf4p6XHNrzbxeeS1XUcjxiA108cDSXqR4DF21roLLNYlnsG5D4dd/JPF37Hg4b/cxPvEqFoBA756zL+eJWy0mfXV9J1eLV9u/2JtI8EMiVo4TG8h8njWL3mr8CcHhI4kHlDD5+48d5qfsQd/zyNhYfF9CO+rHcE1iBKcmMnjqF6uXWmqxPxXl4r0ArHlrOvWfDQ//7AABbe2Q2n3MDF198MR974pes3bONc9Z1EcmtjYQa449156PJAd5/yinUTrScZuPNV3hsKGeoE5WcHzyPq0/eYwvmHMtWcl/FdbSFR1N70iYG0/2c+2onVXn0TI7wp7oLiESj3HGBIwo3JTXEE8ecrHpj83tZ1bzBbkV6KFvPXdXvpS9Qy90Xz2POnEZuv+UWTCxhw6Gwwv0nz+E9le/mcxc4CFwwo/HEX5ws8tKxNQS7H2RM2mJI7YuP5ecnzWcopnL9tOXcOvN0HvzSlyCHkvSotdw3eTnmKOt7P6d1GjUrP0jkUC9PveDsRyJwSWQd0W5L5fjI4Gh+PfNk+ioDPHveDYyJw2Pf/CbkEKNjwVH8vuY0lLEvoudEsr54yjVU1btb75y5GvYYv+C5556z7mewgUfHTkaeOoXd7/kczz77LM/+8pf29YfDYzg2/wzWSFYXl6Cs8IdT3u/qYQ1QA3y4eQ133nknANlsmFcG5nHyNR/n/Gkn8z//8z+8+IYj5tcRbKTr7IU82Wet9+umLaV62bvwG59fOsSHP/dZ1EFrbx3vq+G33dNZsGABr732GpvbN9vXJpQQTy9tYihqMW7uOuMGgoq/bT9tpcZHuj/N8q29yCZoBvx2u8GECTMIh8PsbHsTu3kwsH1CBZuntkLHeNAnAFAfDVC76DzXvJuTIR6o2sDiHf1MOWqt7fa4ye2bA8yYsZTNiTYC2T77ek2WWDOvmc5jZ9mvTa2LUbngDPvn3sEe/pBbz7FRGhdviENO5fqBfSp7F5zFrxSDcalDNGQdsTm1qQ555bXc85J1RlWMHUvVwnn273elNO4PWrZCCo3hc0MDHN1rMQOeP6ZSteAa1ioz+OO6DZwy+AKVQtvQPRPO4dWUZSMvn7uQqrmW41U52M1fDzno3ShO5xPKa2zfbjEhHjkcZPKl32TZsmXc/Mxv2PnsS8xtd1gOO2PTea3KQqd/dsYFRHJdd/qVCh7KBbj0N3LzpIuYteV/nXmP17Dkhh8Sa6rnw/f+B009aVZv6iaf0j8UHsuLNady+th6vni+Q3nvIcKju3PCiqHRXP/Oa9h35232mbdJm8RjNeeRkUPccmaY/3r1b5y9vtOe92B4HC/VnMLM+bOpX+WcIV1dcR59SoHx60E2kVtNzn2lk5q4da5tSszk0eVNSGaMzEe+zptvvsnz3/oW+Sanu8ZWsHGGJcz1yUtupq7GKtvqGtrJ43sdtF4NZbmg65GcyKnEK8mTeGJpI4YsseOyf6Nr6y42bfqZff2Wirm8OGUMh2LWvjm5rpWaU99Pc81xnthpdUiRJdj5uVP48be/RldXFyDx+tBMnlzSwOymiWy87FP8/ve/Z8/mh+x511UtJrhoAXd3/Q2wlNfrT3kf3nHNSo29X/sa+/ZZbRXb+sZw/7g5TLvy48xomsyPfvQjDsVft6/fULWInqW1PH7c+p4nzTub6vnnFsy7FBhqeZq77roLsGzQmt6ZnPW+zyBJEr/73e84lHCQ4d1VU9gw39FI+Pnp17nakYrj5kUDXPVvn6R2yPru1h816VBHM2PGDF7f+zrtSUcQNx2L8OdFzaSDk6iJT6AvY9miG89aStWMJte8W4YqeL3yJVa93oNiQNaA+3fLrB01jWg0yr6ku2XltokVbJncAttWkScQ140bS+WCefY1ycQAv287AmNMlx90eAj+385axk9fyUvZQy6xXU2WyKxeydPJObyUE6I5f/pcKuc7zMUdCYM/HXodgFq1jksO7iGdTqGZ8Ks9FYxe+A7u7kgzNb2d0QmnlG7atOl8c+BkDMnaMd9ZfAaV9dYZGu3v4C9HHFT9nPqzGL/tzwwNDaGbcPf+Wm6++T+ZOXMm1//hdkKPb6LCtGyQrCg8UnsWvYE6ZjdWcsepq+15jiRS/CXfBjc0mjuXnkffvXcwMDCAbsL9XRP46le/SjIoc8N9X2fJ9n4mZ52A8fnqUzkcGUf1jMl86AwLZKg2Tdbsep1s7v1JLuDYTefw77d8kUQigYnMY/oinqk7g4bRA3TWbWbGgSHmtzv+/6vVS9gbncJ7V62gXvAvtxw8SHvG8sNG9y/glStWcfO/fREZA81U+IN5Oq9WL+WdJ7fypw8s4uGHH6Z9w//Yf//S6Gn0Bk7hhxe5z6Idr73MM2Kr1dxR+IkFE3j46FYOVGzMfZ8xeq75un3Zzx7ewXee2QPhQZhkMSZkSeJnF9xMRSDE5ieepE3oOjCnpZIfXLGaoe44X+2+G0ZZ3+m5rdN57FynVPwH33mGXZ3WufXukzLcf+xlAC4bdxLVS99NsbH9iV18c/9vIGjFSw+fdS0nj7V80y1tA9x0m+XPKLJU0KJ6uBEQugXFNf+Srrdj/N2o/qNHWw6fH51/OBr/if796NGji5YOHD16lNra2n9w4G+CmrYXDliK/vkRK4L410YDhAV69LECpVxBZV5oBTehwgpsJtW7P/OUBmshhlQZNGfRdXl6HYvz9goGqalEBisiqF+mPW2vNGFOWXX3evYL+sFia3zuc58jITyfti1vcOutt/LnP//ZVnbVkVlbu4q+GufgrCpyiOZHbOIEXjmpxu41CrBlyxZeffVVV/un7VVTeW1aFXmeX7HDGSCqBEGSWDerhjfHOZveNE127drFQJ8T9KcCKs8uqKerJgSG+/uvDLuDhXzP72RY4ZnpU6iuddCeI0eOkN73mivo764MsObkRjoz7ucaEVpHVgTcDJnjYxezZImT1Nm7dy8T9jzMyt4XqEgLvZyXz2P0XIcGGVTcQZjrucs6jTMXc+qpjl7DunXruOkzn+Wu7/yExTudoL+2thZ97oWYknXPAWFN1AQ9z1zROP2c813qx/fddx+/+93v6H/zAGdu6CaSybWEUxQ2NpyKliuTCQj32xIV6qLUDFnd4IorrqC52aE8ruh7iabsUYZS/azc3ENVwgk+Xq1ZSlYOWsrTwmgMVxDGuecj6S7e+e73kpbydd1Wr+qoFqdvKMEdd9xBe7vjvL06uwY9VV8QNIZV9zo5NphmY/VCsrkDJKgbrNrcQySls/3YEX7wgx/YHQoMSeaVmmWYEWc/n1RrOfN10cJSCWn2mVRUWPtdNUxWb+qmsTfNG2+8wfe//32yWWtNpKUgr9YsRQpm7aAfLIViv/H+97+fpibHAV26vZ8xG/fyi1/8gl8KQf+QEuPV6qXoirP2GsKxgqA/P1avXs3SlU5tct1glj9+5w6uvfZann7aCfr71SrW1q4iJdT21gTdyWlxVFRUkF15GnGhL/qWLVu4++672bzZCfqTcphnRi1nKGp9FyFFLRr0AwQVlUPNUZ4/uc5upQSWivfOnTsRg/6dk1rYPCWXbNSdNTCmpvC+Y2oIJIn1M6vZ3eyoYRuGwfbt2wkk++zX0gGZNQvq6Kx2nxMRT4vZmNBHPB5VMZdd4jpPX9+0kQWDr7mC/r4KldoLzyAjODfeeSsFG2QqBquueD+trU4w9PDDDzP44G2cd/w5KpPOvnvXu95FV8zRdQgqzgOs9tjnDDqf+MQn7BpI0zT58Y9/zJ133on2+Hrm7nXOzVFjxrK50qHFivPWh4RnpGTRTJPrr7/eZhQmk0k+8+Wv89H//jOtnSlWbu5ByX2FaqSC9dWW0nXAc9aNjdU4PwRSaKbEddddZ7PYYnqClT3PEzBS3PfGc9a8uW1mqGE2VllUd9Vjg4KKDJkIHJkJuoohS6yb2mivqsqkztJtfRhynEe2rueOO+6wz9O4GrLXW20wysxqxx5WBN1rWpMDrK9abP9cO6Sx4g2rp/eLG1517ek+tZodFTPJqo4Nmlpl1WxfNKuZK+a2UBVWufWCmUxtqeOjH/2ofV1lUueMDd2YR47z61//mocecoL+tlALe6JTSJqOzsKoIsl5NdclJRDKsddMWLW5lyd+cQ8333wzr7/+un3t/sgEdkenulp01QWL+5Fnnnkm/eMm2j9HB5Pceuut/Od//qedyAErCbSt2SnVk5CoUP0ZqwDVVZWsObmJwYizfw4ePMjjjz/uOjd61Rp2r5hNOucvXTN/Ah9bMZ5fv2ce53qCfoCIEuB4fdiyQcJaP378uJ0YAcsSbZ5SyZbJlWDKiKFElcdXieU7q+T8oIopDh08k8mw+41NrqA/q0isnVeHVt/sUncvsEFCx5beijAfuuGTKIp1TTab5cArT7C69zlX0B+vCvHRT9xoB/3g3tNeHzERDHPjjTfaZ0wymeRb3/oWX/jCF6h9aIPdsg7gpLMupzdg+WHe8782JNhlRUMOxbj++uvtl9rb2/n617/Ok2ue5ZQ3epncJvjfrTM5HLHYwAHhXiVJok60QWqWiqoarrnmGvulpkwny/teZsjoZtLRBPN2O0F/Z7iFvZHJBfMCjI445ZAJeZDRo0ezo8IBAicl9zMzvoPBZJYNGzbw+9//3v7d0YYQ+5UZBfYHIKj6n9XVYZU6yfFhe7U4xwQFfjv+iDi2eVZ1s+2zjqpy75X6nP8SVGQQGDWFqv7OmdotdLsaV1HY+tz1ORR3ZxGx/bC3W1mn2P2hBNU/KDCK4/r/HeL/dwv88+0c/FpYvPTSS1RUVDBjhn+tSzl/L16T/3dbW5vLuIK1cV9//XXXtf+IkTUMF9rfEIoxudLJuPkh/oosEQsqRHA2e1d6yNU+yG57IWskTSepMCG3kK9Z6CRHLpzZZDv4QUV2LWSxRymILapMejPO70oF/lHFWcgpT69VsUWHJLR8chlJn9HQ0MDT88a6Wq6JwwxGebb+dNpDo8gI/XirgsUPUoBYIMTBlijPLGpgwCfwSckhXqxZweb6GXbQr0oy4WGceUWWUVAwJYlN06sJrTjH1YomPw6Fx/L0/Ml05/u96u45q0LumtxK0fGOqFz3uS8XXdN7Rkd5enE9aTXIMU8v1pDQOlJsfQaQQePjH/+4q++xOEzgjUmVzDv/TFdbIu8hIjrzyDq6Cddee61rv/f19qB3OuJHekjllltuIaM6a0E8NFRZoVJ0jJQsBjKf/vSnqa939tEjjzzChJf3uw7oq666ig7VEQQSHe+WiDvwT+s6oVDIOvxz33PA1Dizay2XPXecUT3Omp699DSOhywhLlUpNK31snOwHUy3YwYirKtxEisVepwLuv/Gut/9wBVA7hwXo6MuBAMNriQFWC00xfafxwfSJJSY7fwDVMc1Lnqxg+YH13PgwAHnHpoW0R+ogZCzn+fUWvdfFy2sAa+vreUjH/kIeTp4JGNw1oZuXr77jwwOWoemJMu8XLOcpBJFDQk9g2Wl6KEXiUT4/Oc/jyasv5YjfTYLAEAORVhTt5qsHEQXAvT6Egfppe++ij3NbpEb0V4mwnU8W3c6WTlIUkhMlrJB4eo6nlja6OrPLI7OQAOPN5xLPOrMUxUY3v6A1ce3rTHM40sbCTeNKvj9oFLBs3Wr2Tux3rZBYpJwdHVhEjKm5r5LSWLTxFZuvPFGV8vR/Dgaa+DxpQ101oZcyQSASMC9nr1BSaqimm984xuuDjriONwY5qlFDaiRSlJCS7BwYHhbIQestTFqVOGzsOee3sill17qamHmcuY9ScKMmaG2tpZ/+7d/c7WKXbNmDdHDTiI2WlPNuz78cTtIkCTrDM4PF3qjZMnqJo2Njbk9krsPLUHwxUc47fUeglquHaeiMP70d5GRrc8a9LTvHVdR4/wQSJM1TCZNmkR3i1OH35Tt5OLOB1n03H5iQr/s7smnk871mPbaYdvWDzTCzmV8eezVdLefxu6oo8swvj3JRS928D8/+DH9/VYSVpZlXpkwAS3390sbxrmSbd6kNMCxcCvLV5xi/zy2I8Xla9p5+le/txOESiBktQGUFDKKY4OmVFq2WZEl/viBRfR96zy+cIZVX33SSSdxySWX2NfWxDVmvHyAJ5980n5Nj9TwUs0KkCQShhj4Fxe7GjVqFGdc+VG71SFAz/7DLgHotlAL66qXgCQxKLTaKmUrhmYtZPeY4smBPdHJvFSzAjXg2KWqYKhoQhMsu58KBHliSQOHm/yBh72RSTxVfxZJIUE5vrqCn71zLh9cMtb3b/L+2rGGMGsXTGPOnEIthX61imdbF7N9YqW1KQwPKBEqEvgDpiQRW34mH/rQh4jFCm13V4Vl+9rrQ2Szsqufu7fNdaXoz8kGk6bP5LOf/aydnPaO9togB1dPJxhxv69oKyo9NjptZpkzZw6f/OQnkXN+gmmaHD58GFnwX+eddzrNM50z17unXYlkxWq/PH/+fC6//HLn/trbeex3f2Bcu7O2Jk6cSHaWw7zyAxTsoWbI6AarVq2idoLjW41PHeLi19axdHsf+b+ura1lQ+0y+wzx+hUToo5/lFIGiGd0tlbMpletcT7z4GYq1/2W22+/3U4QpgIy66Y2Q7qyYE4oBCryoyocoEatdIGPrwntB+1YIeoE50sandLolkr39zau1nreQUWGrLP+jifdgb8mtIDszji/GycmX31GQJFdPnqP0IZajGsCilzQ9nG4ERQ025L/DIH/JZdYiMCPfvQjF3q6YYNFd333u99tt/I7duwYO3fudNXsT548mSVLlvDHP/6Rw4cdyuzAwAB33XUXkydPtlv5geXcA9x2222u+/j5z39OMpnkfe8rpHz9PYemmwX1/aKh92bRAWrCKpIkEZOdxZMxNReVxM42BZygX0KyUYTL5rRwz5Xz+M/zZ3D3e+fZ1xQG/s6z1w3TEY+RddIC5b0pMnzgHxMQ/4ynh7Sr36WA4tUOg7blRyoU4fGljbw2tYpAfR3hcJjm5mYuvPBCMiuuoTPYVPCeJRH/3AHVVRPkiUXj+dznPsc73vEOLrjgAq6/4QYeanwHhyLjQRbYCcHwsAc0gCpU1GTHjOO2227jlltu4QMf+AArLr6SBxvfwYu1p5KKCNvRg/h7s+gVHgc5GInxmc98hv/8z//k8ssvJ9VyElsq5vDwhOWsn1WDnjNUxwacdRFWZde9R9QA4idJm1mCwSCf+MQn+NSnPsWkyVPQkdEkhba6CE8tqmfr5EpqQxHSevED2vXcFY2sbhIKhfjiF7/I6aefDrifX3dVgMw7ljBmzJiizjz4H6a1tbXccsstvskVgLMuuYjzzz/fSrzlhhvxF1Ah2bT7Lk+aNInAggvtXtWAjd4BLFy4kAVnX+zM6ZPtblUdhOVI5jj9qSxHwmPZMkrQMzAMTKEvdVt9iNenVlm9aAfrC9BBcCMh+ee1PzqJyYsdBWrVMAkITtQZZ5zBoepZVhvRUCHiXx0OFAhX1ccCLFmyhNlnXoLfkGWZMy+7imNhC6FVgs7BNTpaPew+GT16NMdOPtuFYOVHc3MzjWdcw6BqOe6aIPLYEBqetRUKKKyf1Mqrs6pJCA5wIBDgvPPOY/vEC0kq1hwJ3dkbwyH+AFElQCqk8NSietbNGcXSpUuZNm0ay5Yt48KrPmI53EoUNeA881L2B0DJEbYHKgI0XHI5X//617nmmmu48sormXbhB3i48UKOh1owRGFDwfFuqfQL/B3Hx0Bj+fLl/PCHP+Tzn/88V155JftGLePhhgtYO3Yu8YhaMCdA1MNA8yY7U3qG1tZWvvWtb/Hxj3+cqXMX0B5sYl9kIs+cNJoX5tWRDciYuupC8by2wpVQkHWyukFzczPf+ta3OPPMM5EU5z76YyprT64lPm8CkiSR0d0Ol/1vWSEkCzY4Vyg3adIkvvSlL7n6jedHb6XKO2+8jrAQhHvtjwvxVzV7761YsYJVF10h8DOcYcoSH/vYxwiPchIkXgd5XExAmwIpO6n6Zs3JHAw7zm7Q0FEFJ/O9730vAzUTis4rJnkxFYxMGJB4vWoePWHHNsVSOgjf0SXvupIOQeNtmVCSCIWBHlhsg49e9xEio5xrxXsNBALMOO8qe0+nZcfm5RH//PDajXe/+90cqp+M32hpaaFvziVkZWvNxwXE32XbfcbYiVN4atbkAhskSRKnn3U2a2tX2Ukgscd2KX8lrIbZMLOGtSfX0VMTRlEUZFlm+vTpnHPVdayvXoIpySiq88y9LBW/IZkKmaDCCyfXMePq93DJJZewevVqLr/8coaWXM26mqVocoAs5ftAUdXxAQeiVvL9e9/7Hh/5yEd4z9XX8GT9WTzacD7tYnLK66t4QApFlpGFUCNpaJx99tnccccdXH/99UxYuJI3Kk7i6bozeHJ+K4Mxaz1ls7IrSehF/KsE8ANZRzNM5s+fz3e/+13OP/98zGgNaSlIZ6SKV2fV8OzCeioqK1x2AtxBekwNun0gw3p2y5cv58tf/rKLmQZWoPvSSTWsOu8cF3rsPf8LfRXr2ne+851ceuml+I10QwVf+MIXyCKwEzz2sjksrGk1S0YzLCbA8svoDDj7SPyrYMRizQ7Kzj15k4QzqpxEazowQH8qiyEprK1bRUL4u2Cqz06ka7LE8/PqSA2NBaSCOaE4k7k6rBINqJBy4omN3Q5jW8s/WwHxX9zggJgtVe51PaHWss1BVQbNOVO60gk0w9ln4nfWIQT+40si/u7Avzft2BkX4q+4qf6NJQL/kID4J41/AnG/hoYGbr31Vm666SZWr17NNddcQ1dXF7fffjvNzc184xvfsK+95ZZb+M1vfsOzzz7L6tWr7dd/9KMfsXr1alauXMmnPvUpgsEgv/jFLzh27BiPPPKI64A4//zzufTSS/nxj63M9apVq9i8eTM/+9nPWL16NVdfffXf66P7Di/iv6zRjZRUhAo3SG0Oha5UImBIFicNODzUZ2f+bGQ+6BxMo6NVLorpNYsKs71BVQLNH/F3BeiqO3gvJVYhOnI6Ohlds+9F3HQoTjBdTuAvmyqaLLFzQgVnnH4mP13t1FPfd9c68jXMGYFlUOrQE4NpXdFZuHAhCxdaWdxERkP766O5N3cMRzkoniqppHPsi5SeRVVV5syZw5w5c0htPU58vVXHaAoJBfEwVWWJ2oj7MI25Dj3DfpYTJ05k4sSJ/PDYC2w70AtRQYTSUFyIf9hzkMqSTEgOkModdtlc0kSSJJYtW8bo6Scz7ps5ZGXWi5BjaUTkECmXM1+cvous20F3MBjkuuuuo6NxDvc89gJqrJ3u1hTttUGuzR2w2WEC/9pQhMOJPusHRbMzra2trbz741/gEz+4i3HpgwRI0lsVYNvESn59xbvdiSzch2lTuAIJh1SdMJ2guL1iPJvqTmdR/waqdWt96TI0LJnDTZ+4iUffdOiKfofemMAo1ueWY7veTUc8CbEetk00ydRUc/LuAQLCntg9OsqmGdWYsgR9DWAoqD5Z9GhQoTdZ2IJqxXmX8sCuQWYPvWbPq6gql192GZdccglf+vqTEEzYeRcJiVk1loev5NZcT8KZd1yORj5t0an85MAO5rfvpSZXYzpx4kTe97730R1qghwDSwoIgX8Rmr841OpRPLq8kUlHk4zqSXPR2JnMP3keq1at4pbH9gDWoZ8VA/9SGXRVBkNl3+gY+1ui3Ny6hI9OXcjYsWMJhUJ85VtPQS4QTBjO3igZ+OftmiRxuDnMpz/8aft3L+7vgWdftD6TapC/Wy+a5DcUU7Hd9ISeYerUqXb7221P78aUrHp3HcdWBCXVfo9VkwuRfDHwR9YxDBNVVZk/fz7z58/n2g2PMzCUAQF1LSg18gR3kiQRlAJ2YjXvICuKwqmnnkp21Ay+8XOrXpL6VyCncG5qCilNsBXDUP3zzjxYejzXXnstGyvmcd+LW8nWdjM0/ihIEjNyAbjbVrj3SaUaJp2xSp90IRCaPHky//nt73DWv/+SQP9RzOpu2hpCHBoV4cejx9HdW9z+uNgmOcQ/P2pnLmXNS13MHdxCfU7Dpas6wLRzT2PFihU88bijgO5N5rnQJlVjMGM9u96kxuGa5cQHY0yP70TJWamMKvGOd1/BOy56B1+7fa3zp/IwgT/QOWStGl1SOTL1fAb2PsOEhAOqBMIhrv3gh2icMRf+tsZ+/dSmia55/AL/mkiAUCjEuLOv4sFH72Jqd3veXWHs2LF85CMf4ZFjCmzYBpgkJacsbUpVYTcLcUiSxIGWpRwY08OMg3HqBrI01dax8tRTufjiizn/168BVonJkO7Y72JUf/vzKhK94UoeXtHE6K4U54dHc9m0+cybN49AZR0f3faEfW1fVqD6l0g+RnIo3tGmMF3NVcSv+SaSJCHLMo/v7IBnrY4Fsir6FWUE/oZin1NmQx3vuXCl/btf/uIVwKK4i+BHKRsUdflrlo0ZM2YMY8aMoa0/RdczufNf8IG87CAvSAEW+JHJWalkThsoGo1y2mmnsU0dz9a2XAcKxSknSGekYZOELiZPLkkIFpp9zTXX8MuBSTy/rwcaDtk13lEl5AITwG0rJEkiJAdJ5dhfYnnqzJkz+cat32XOl35LIN1PcuJ+2uuC6IpMfShKRiit9AboLp9W1mwfSJIk3nnFu/j3dUmau7dRa3SQjpgcaImw4NQVVFVVuRFkj60YJSaz1Ixtg7ozJs/Wn87JA5uZktht24qOmiD/7+ZbmDhxIrqxTZjXbStmVzvtyo1AkiM5PZuEEuPJifM5pXMDDQPOsxmMKLw0p5ZsfRW8kWM9+oAffrYCrDUTVmVIVkJFHwCbXIi/Ya05gZ24pMFJgrZ6Av+JdbnAX5FcVH8Tk/bkkO2POGeGSWdaoPqXRPw9VH8R8RfOAVWBnqwTwJei+ocExD9lZDFMA1l6+/H5v1vgD/DpT3+ahoYGbrvtNm666Sai0Shnn3023/72t+0a/uHG0qVLWbt2LV/+8pf52te+hq7rLFq0iKeeesqVIMiP++67j29/+9vcc8893HfffTQ3N/PZz36Wr371qzZt5x81kpoGEcdQLC8I/P0OU+u1iKpaWaxccH843seCXPbLQfwdJ3ZCZaEz6B3eDJZY4+8O0J3NXqGGiKr+VNf8iHkoof3ZFI1KhfteAUMIemtLHKRgOcj5MehpeyHOm3dIAaq9deGeUeGipLlbhbmyxMrIDuiApNqRZNJwB2jiIWSKrb6E76K5MoTsMaJeZEwTDgeAeE6I0X1Aq3QLgZyXvgsQloN24O9laAxltBw1zHQ9A8lQSQkKpF76rqvEwude280KdsWmwxgDaiy6fx5NK4bigcfhyiH++bG9N8vmqnlsjo2DiZZT0RSuIKS4EUdwH6aqrFClRunXrPWfEBCjrniGjlAzjzSeT+3YNQQMjd7KAH85/1IURSnI9HrHmGAjDFoJOwODvxzZAmOsAGD32BgHm6K0dKVR0OmsCdnIBwCdY3P3WjivFwnJj5pIgLa62eyZMUBzqhtM+MyZl3DZ4nOAXBY97BykkyvrXft5Yl2UnoSjuTAxpw8SkCWORxt4dPkgoYzOGS1T+M+LPwHAmj2CcI/AOhodLR34R5UwOjK7x8XYPS7G79/9UZ8DGjI485ai+gdk2UavTVkiVRVlyhSnLZM4b1ywI6WSj2IwrQlBOLj39EideUU4khO611Y4e0Esd/j8qun876tJloyr5ar5heeomx1koBkmQWEdJWxb4Z94BH+HLeQT+OfHUFqYS0jq6trw9F0vkynrQeeOJQyrjjY6YNNU63JUaxc7yEsLDoToygX+mqdP+4EBjXXyJGhqhelO27jmSAXHu5z94d3TLsRfNkgKNvBgb5LjoRaOh1oIjFsPkSGyAZlLp08HClEhcYzxOJ1tqX4MYwyDaQ0kmc1V89g5w6Ax24EhS8yYPp0PXHSZz7zuZ+BNXHQMOeu9qaaSZ6tPZfvUV2jI9JBVZS5YtpJVq1bxu51bId9C1JBY0ugGDvzWRj5RHQ6F2dQ8nW2zoWZQY0bzaH539b8hyzLZI5ZQKGoWXThvp3gQf78RlkLsbYpwtMn67ne/84v234naQUMuqv/wgX/eBzJliSNNEYypUzj/VAtQcJfImW7EvwTVPyKc1Vkziyw7TLtitqKUrwIW4p8fXgXwTBEfqDTr0Qk8DI8P5Do3Rb+iBDsRPIG/R+tpULQVgg1KpSSXrSjUAylE/MWRT2yJ9xqRg24gi8J9EZEDduDv9YH29CQ5pDRDVQ00OqBKfThGVneAvNLsROdeD/Um2W3WsbtuJYzeCbWWRsM7Ki3UeThb0RJxB/75770rnkGXVDZVL+SN1haqareRCslU1dUxd9JUV2kmFJYmTqlstFiGsnXdxq4c+h7tIzHxAE9OrKehL0N1XCMRVjheF8KUJT499nTueN3ynfx8lWKBf3U4YH2/SQdI3CQg/lndtIT9clOGFJU5dU5yYtFYt38xp8V6LnZcIwClx5IDjl+RXzNq1hFJpJwafw/VX6jxF8sHlIB7/ZQCKsKyO54azKapLgMIHen4uwb+AFdffXVJtP3uu+/m7rvv9v3d4sWLeeKJJ3x/5x2hUIivfe1rfO1rXxvhXf7fj0PJLntTYcJiz2Hq186vJpw7TFUZsk7gfyjeZ19jGxQx8C+xiKGQ6i/WpYgLWUT8S9H8wUJaxNGfSdksATGTacojo/orQtuLhOfQc4yqSXoEVH+XsJQ38BcNpYfqX2oEhW2W9jjzac0/+SEepi1VhVl6L4rnPczsA1Mp7sz71VtFlAB9uT/RTHdAM5T2CRAANJWU4Ah55/WK+3nvdX9Pzmh6RNvA/dy9KF7tMIfp4b6cwyegzmN8gkgoPEzrAjE78E/hOI6DqdznDifprVEgR8HL15plh0lSQI6lMVQHVRYa9YPdj2IvY1Mic2Q+B/UAsWnbiQt96E9SZrM1XVF03miRwD9/mPbrVRxpsj7PrqwgmGMYrsA/T/PPj9HVYTYecQJ/N33OWn/poMJxgVXjCtTEZ19O4C8HQcc+3HszicIDGnfgX1IlV5Fc674/m3L9XrzfoRFQ/V30eUl3ZebFNSuLScISGiPgDvyTWvEkoZhsuHz2GL51WnFh3EIH2SCIU6+ayPolCUsH/kFZzQu+kzHcNsFOPGK65k2n3fTdctlB+WEHYIKtyCcAM5rzXXodb5cAq6yhG6Zdr293uVGd9RpRAlSoITeKNxziD8SF9XOwV6B+RjOQS0RMrbJKkIZLaEbUAKoRRJOt+zmeGhCeJxCKk64b5AjWGv3FgjOd93LNW6gHosqSHSB1DDmfN18i0q+NpX+M9Tn+0v4mPzEM1rY7iv0kq4gF3Owzv0CvJhf4h1QZMmHSQYX2egUlmLFBF9uvCDrPKqoG3DorRUZYDVh0q5yqYWdqyA78RVsxoDn2bbgaf8jbCuez9GX86buuMxVL7HC4IeocGZhkDJ2QD+tR1DkqJ/CXUcn/xVDWDX6ItiIlBNqlEP+Y4rZrxeYUE/+lavzBDX54fSAnSWja3ydAIuVONhTqgXj9Cnfg35/KvY/wfQWloGvveXU7wGIF9ObWTdYT+O/rLvRVJCSqA+Fh97RfWWJ+7Op0bIwrWZ47+4abt9UjRpz/jjqFvZ2NpW3tqNW5rjoFPpDnGUQCqhWExyzb+ErXAethjd6VO58luqoj9IaqmDe2gmmBIB+bvgJpoIk72Oh7r+CvBwKWvYgEZBfV/1C8j65UnIZwzLpfgea/oG40Adk5Oy6Y2czZ0xp4clcXF89uZsEY69mpiowsSRha0BZSFwX+7GSREC+FFLWkdllQHabGX1xfgmi5Iskl93VEcQf+A5l/ksD/X8MaexJOS7VKqguU4f0Q/9qocJgmHQN+WAj8/aj+eUX/4cZwgb/LoArOUanNARANBFzZtv6Mc1+i8dHFwL9EBh3cdfNDWpFDT3YfXKUc78oCZExHzRmXYodeOVT/gBywHeSUUSzwNz11u45RG+VXt1si223PKwbpHsFAP8RfNDxZD5JpZ+Y9jo+W9dJ3hxHs8gToICBPwrz5gE50/Avocx5VbXE9HR/MzSkY9LzOhff9C5gEwQr2J3M0Scn5+8F84kPQ5hgfrbPvVUyQ+SraKjL0NduBv2t0jIdc3+VTjbM4bXGa3QNdnNs6nT+/oLGVY7l79UP8/dlLVWHVyqKnnOe0rc9RfNZ00yPs5w78l42v5cFt1vUVIYXJDXn6nOyizx1POgey+H2ZilBuVAbVP6QqkFXtdVCsbi7tQvyHd7otER6BHZQp5iCbLjGdUoG/V9wurmVsG+5G8UZW4y+28/GK+9gJBcmwW5ZCaWe+MlgcRc/ohku/xR5lOPMiLTHtcZBdjCNhyaYyMilB46dQNFCwa4ru1Hbmhl3SItiKqkAE0zRdz71AYNQlBGolH5Wcbd+da+cknm3NkQokSRoWbasOhpGRMHIRTdxws4Osz58FwfnL09iHK0sArJa9ucC/PdXPgNBFhVoHaayRq7hgjCPkJZ4Dqg+rMaTKaLnvplNA/G1V7IEGaNkDkrWvX+zYz5oOJ/CXhuoK2Gd+QqB5dqIlruWs+2OJQdK6RkhRnQBdCPynVDaU1Myx5s1RbRXrM3S7HG/n2eYTuFAO1d/tzItJwmJliVAaqIgo7uczmE3bgb+4ZiURUCiHHSSUBRVH/E034l+K9TgM+JH2JDTtnzyAQmNFIQs0IAUE1qP7Xocyuc/t8dcGku739CYJK3wSmq558+e18H2pZoC04KsEZLlgvUXVYL4yqcAHcgJ/kaEaQZFljx7RcKr+uusedgusIjHwzyfLh0X8i1D9XaV/ArN4QT7wN4b3gUKqDPEaO/B/tWcfNAYg5OxVDsxBSdex4RMX2i/du8lB6UdC9a+NBKyyr0zEOq9zPvam7iOcM3q6ZdcEYb/FDW6gVJElHv/oMo4PphlV6RbGDCoyKSHw9+0WIDz3cbGakjYoILup/sV8FUl1g1mlaPthOWjtk9zbD3iAirdr/GP57v8fHntSTuDfQKEQma+4Xy6LHswj/rlx2IX4Fy7kUkIV9pyCoqbrIC2G+JcR+ItUW4B+Vxbdn7paKoMO7sC/EPH3QbspA/EPug8s8TB1Bf4jPKBDgjPvRcaKJSlEB2RsTeF7uBxk2SjI4DqBf3FKnh9FXKR6i6JAIGTmXSwCiXja9BzQw4j7+SQp+vOHlGgkQ3nEv3h9WwHiL8xrixj6oM6lEP+GkLOu3YF/7nMLB9CsKqfV2HBoG+R0NAYaXHQ2a+Ja6HTq1bIZhVvmnsmvTn0P75k0D1fezceZ9wqv5UdNJGAlYdIOMrm197gtxpM1zGER/2uXjGPR2GqCisy3L5hpBeYUBv4dqSGMXNs+155WRap/aRSvQDCniK1ICd1KSiH+iiwhmc6cA5oX8fe3FQXtIj3DG/gPZUvbinJq/EW7lvSyg4rYipKBv0cPRNx/CRFJVorbCj+kJiwE/pkCdpB/kjCRdNN3S9X4exF/J/noPJswoQKb4nW8XUiL7E4+dsZz60mwP825IHE4cVFJkojKzryiGFNPIrceBEc5ICm+yUc/ZCwsdO7pSA84bCNMqHbak81Qp7mcyVLlRuJnEBH/5orcc9dCkHCSdLdtXcvuIafbipoopOE3VRSuP6edluQK/E1M21+x71UQFy2H5m9/jpJAhcGQXr64n9f+9AnOvDvxL5TLKQGLfTDM8JY7ih0BXKV+I0T8lWF8IPvclAz0ESQJxWC6sNzRP6HpZQeNqix8DzGhmdaLMAk9tqJzwP3+Xn+lUAhUYJCappBQcOaVTdUjGFgK/HA/16N5xpFgK+p9NUaGQfxxs8scdN60WnznxmjbXynOZBpVhOo/KLIoBKR8Yb2nJDg3vLYiqMgWOzE3dsWPQdMh54LuFkjUkNENdMH2lrJrVcUC/2iAkCIDkgv1z9f5exF/UdE/PyRJoqWqUGzbGy8dyyn7m6bpy5AuO14qQvV3JVVcPm3puCaoyK6z91+B/z/RMEyDAykna98sNxdc40ufy1H9Q4p7Ibuo/j5Z9PKo/sP1pfRfyOVQ/YOqNEwWXUD8pZEh/uJBkvAgY05LQ6EOHclNj/cZ3iBepM+5qf4jq9sVW3R4a2F9A3QgLKAEp08pdIZcn0XyQ/x9DlO9NIon0hJ13PdkH6SeOfuSmsuZDw1H31V0Mpp73r5UoTPv1PiLiP9wWXQ3fe74YG6dCQZ9TBHE33uYNoacw1STc6JkoiMhIP5TYk6dmbt/a6FpDeYPtkOzaTJbqFZi0DsKDs9ChEW9GgSlnHm/BI6ab/0ZUCDlBMd9mSRtiQFM07REzoLOGs+38suPpsoQ629axcCt5/HJUx1BL+sgFdaJadiJQjeLRxQYLY34ew/T3iIonhhglRLLAcvZyw8vJdZeCwWBfwnEP+C2JW5bIVD9RmgrXA6yVw+kiK0o5cy7mE6Su9QmXaSEqRyqv4j4eymxvhojJgymDI8Q6Mhq/AdShTZIIVCybtcVSCmaK6FgO94i4h8uDPx9y3cUMfB31ntPPpkpMO/GRGtsBlmxriL54WrZmxlkIO/Ix/qcZKYJLaa7xMOtLO6P+OeHWFtdEwk430W/c948eNgRACMTIpAtPPNjQaXge8y3lbTENRUXqHBgqAfwZyd6Ff2LjYAiu8SIO1MOqmmvBTXr6qxQFtW/jMSjWItfjq8SkR2aO1iIv9+8orhvOar+ilncByrKehxBuSOygW742wplmCRhs0/gH5SK+0A2W9BjK7JZ977wMgm95Y6iDxTP6A6TSbxXXR028eid11vuaCf0BPtTE8hpjGjFg96CwF9IQNvovKy7Sh1Gx6z1Otz571rTqkY8Y81l72014/LZF9iBfxmIf6IKMoXfpaIHoX2S/bNoz0v5KsWo/rWRgGObBGAkr+w/pCdddmKJB/EfbniBimMJK4EgJixEP8jVVaXIGLadX5EkYSmQwp5XAEoHPP7K2zX+Ffj/A8bGriMkBdSqxSfw96NL5Sl1JRF/WXPRCyeWQfUPqe4MekrP2jWmrqBSEZ2jMhB/L31OpPoL84otusqp8Q8IB0lRSqyrFn/4vrjWNe5n3i/Qgl11YaJgVxl1uyEXMlbEmfcEHnddsZAZTRV8euVELp/jDsjAe+iZJDT33/uigx76rl85SVRIOOjlUP0NlZ5kZlhn3utseJ2U/mTWaisnHNCxXMuYYVX9h6nxt515AfFvzR2SXhTRe0CJTBYtF7zajoSsu1DycUGnvU+mFOKfv/9smLmZFdxQ9144Oh0MFZEVVxj4D+/M+9X410QCSJJkfRda0LUHt/Udt/a0QPMPyEpRtM2byLGThIJZOJ47TG1bIWsYwtorK/AfDvEXbIUYYJWi+kPxsiDTNF33mx9hRS2J4tklTPa8/oi/6aKkv0Wqv15o12RJKimw6nbmTUtYNjfSRRKa5Yj7icnJrMdBjvslCQ2VvoRGMlvc8fYGHmnduSfdMJ2EgjCvpKvDtugC3HWSnhICm5YvBP75+v3h0DbwBP6mD+IvJOBbwo5DWWpPV+DYoPZMn4P4C2g/8WpXqypw2za/DiBeZf/8qA6rDnNooJGg5MMi6h1FUCl8XZKkAn+lNRf4hwSblx8Hh3qtl/LPQHhG5Qb+wyL+tmCX830GZKWkX+FF24qVJSqBkXUgCqqK6+wtxg4yR6gdNBw7yGEyjZAdNBzrUbAVUpEa/5pIoOC8gJweSH4eD+vRtyzRUPC2+S1A/D1UfxFQKCYuauieskSf/SAyNDTJG/jnS42c5x1VCku8vLYirKiuloaikKxtK1wtuLG1Lrx94cXhLV/pyCnT2/ZCQMkjUqi4zpHsg/gjQVdhgD1Fm+v6zkV/Zbh7hSLniCoTDiiOzU46nymP+HeZjmhwRA6WzQyyP4sQ+LclLd0iV1wjAESlFP2tOb2q/kmHSSnYdkOIl8oBKazko4D4Z/6F+P/TjD/s3+z8kKygQi08PPzoc/nD1Fs315YYsDOzmmG6FrGEZNMLhxtBTwYdnJZ+xdr5lYP4B2SprMNUpJWXo+ofFMX9vIi/z6FXjtPtdebdgb+7vm0k84o9pL2UWL8AvUINcdWCMez4wun88NKTCsRnwFPjD8Q9mcF0GeJ+fkY4JrY09AT+vpQ8XaXfg/gPq+qPO6BJa7r1t4rbcVFz/UyHQ9xqh1H1tw9+4TCtC1jr1ato63W8m4Uset5w20mPiKMsiyFRL4vOfPGDH9zBSEY3HPEh3ChJYoSI/3Cq2pajL7nq/Lf2HrfmDAsU24pGl1jOcMN2CgR7ka/z9ys1Ao8IUdF5h0Pc8vXtOprARCkni66azn2Kjmyxut1SaD/k6heF/eRC/F2dOpx7LYfqPxwy5scOqgyUTmhWh9zvO5AR9t9bEOxyUWKLIv5uFkFPIjus412gnSA8V5f6tyiupQd89rS3j7aH6i8i/nbgL9RCK4WMI9+9J4jXiiUovfkAQQhqGwNO8ku8X795qyVnvxxL9+RshQFVQuDf3+Qu1cCbUBie6u96v0jACay0EBe3LHBfoCvQ0+p7rwCNHn9ldJWA+ANknOd0wA78DcC0WormRtmBv6f9cJcf4iYE/qMilaXrdn1q/F1lUbmhCIn/Uq38rHndtkLsQiSuA0MIMstB/Icrd/RLEgZlxdYWKDYqfbRL8qOorRACFdN0J+DyIyTaNbOIXRuGRQAl2EESJIUSgmKdArSMMmxZIrifgdcH6vUJ/GO5cp/hzmlJkghJjr0UhUBtxF84M2sDMbvttctWePZ0dTAMplC+kxxC0w3HHxPq++vlensPeBmiRTuA9LRarESwfONjk5gbneK6VkzkignVcmv8be2y/HsKVP99g930phN0C4H/hPCosnRA7M+iSi6GYh7xdwsRC4h/RU3JOb22QjcNG1RwdysbIeIve5KP/6L6////OBrv55SHf8Jt255zXuxr8t0gTT6If75XZciD+OumYdetZHXTTS+MVdsGZLihyBKYigvFc+i7Jy7u56Xv9mf96XMZRob4iw6yVzAv64PilXWQepz5gbRjDNJFst3lBP5iiw6vg1yMnVBqFNQYCwe0YQi1S552fq45QsPT3HTJG/gX1syhq/Slsh7Ef5haPNyJmv5kIc0fE0wtL35UHHEbrsY/ntFz1DnhuebbSArXyRIFYlViixxTTWOaphD4OzR/UpWIGjql6tvE+8/opkNbxl0X6UX83YJdPkFCpIQQKLjr/PuOW/cqIP4zqpsod9jOvJBFb095DlOhVrEpXFGWDQp6WEeiYI79DFT3/inVzg/cDrKItBRT6i6LceRx5oeKOfMj3NfDUv19EppeR91vVHveV6wxLhfxb4gVnkeiaJnmLQsqkiTsTWY9qv4eEb5Acbs2YCfKTDfibwQKe3MXCIG6Ef9sCcQ/ajvzwyP+lULSPpML/DXdoD+/t4Ua/zrFCebdVP/CeesVJ6GYMjMcHOqz+lvnmXwmMNBYIkk4PNVfHNVh1cUcumLUct4zcZ5134EKqxxJD/qyE8AJ9PNjbI31XII+iH+e6p/VTeuZC/TmfNeDUsOL+ItUf0ep2x34lxpeqn/W0Enlgkm3YJdoK8oJ/GW3wGgR0UCx3LEsxF9kBxXYisLzv5zEo9dGDWT87ZoLqBDmPW+G/zniBj88VP+8PRjGV5GlwrVb4WE6ieiobX/AZSsyWcltf3zYcqK/4vWBbHReWANhybp+uHai1nXO/SYE1pqdTBDsT23A8a2HsxWSJFnU+9zoTA+5kx5hZ19UGk7isVSNv/OsJTg6nVNSF8KOU6B7rKMHkv8sLsT/rYIUQDqKLLSqfK37KL2SI4g8NdrKSEYB1T8fK4nMT1cXtNIMaa/9AYfuL/qXhux8p41lMaTdNuhfiP8/wRjS0rzUccB5wZChv9l3g3gz6OAE/k5vSufrOzTUB+Q2tBD4l0Pzh1xGUlFci7k7VQLxPyFxPx/EXzJc9eQjD/yLUP1drbTKoNl6qX5FRHhcweQIqf5eSqxftrucZIJXryCeLZaZL474+wlIioepV9zHl+qvq/Qns8Mi/oosuynMQo12X96ZFwM6PWAHxcOpX7ucedlR9dcN07of1Y06R6XSIjzgoaXLBt2phEOdiwqBf6JSCEZKH3ri/Wd0w6nbxd25Qcyge+/Xz5mvDhfS0vOHqf35hDr/bb05qr9AA5xVXVhOUmzYc4rK/vksev4ZCBn0chhHkLMVLsTfB8UTEkQBWSnLmQ0UQVpcIjwjRPy9tqIYfVd0HMtjB4mIv0cItAjiX2p4bdSggPgXpe96avz9EtEi4q95kDGH6u9mEfQms67Elpe+67VrIjvITpR5OgWYmloQ+Bewg8TvVHazg1z1sLkRlnzouz7OfFVACPxz5WpDIgovIP4VkuDMl0goVKsxV138m4PtUO2I7DFUC3pgeMR/RFT/gMtum4bCfavfR/yaW/ndwo/ZQl9+5QMAi8fVuN53bmuV+7P5IP6aYbifjxoqK0C33sPNUPQV9xO+z3JaBAY99bXgtPRz7xMh8C+nA5EHUBgswg7SR4j4B4UzNVWs3HGEpUYR1a1HIAYeYhJeLEu4fLZVN14VVvncaZN95w0NUxaU9mEnFPgqIbUA5S3wgYQkoUvcTrCXqbRckuovJjIMb+CfLET88+fLcCAFQFgWWH3C9+WH+FerznldylYEDOd77UgNugAF8YwPaTXOnCKDRZYKnq3XdgzEc8AgFqggAhAuqn+JEqayAn8kKoQkxUsdBxmUe+2fp51Q4O88+/bkELphCOCYuzS67Pbnhgym8xx6ckCFeLZoQuBfHtXf7Vf8S9zvn2B4241wfBJoQV9n3k+wy0X1R/Kt88/qpid7VXoR54eX7t+Vo/o7iKPpMnhlUf09NSu+Nf7e9jhl0OdEFD3tCfz9EP+y2u55ULyBIg7ySMX9IsMcen4iPOU484osIwkUL1EltiiKV4a4n7edj0jdG/Kpr0UP0J/yUP19avxEql9KqEd0EH9hTi1gJwSGpfqLaIti2LXLdtAh0s21APmOWKWQ+bEV1a6Sj90DXTlHwh0sk6hykL0y5hVrHzOa4UoaNA+D+Lvr5god75J9tMGF+G/ra2cok3HRAJc0jlAsB3xb+jkquUJbojJa+UGhEKi7RU7eVrg7P5TV+stTN+/U4vknyMoK/L1UfxHxF1E8TjzwL9ADOUEUL6ioLgdlUEwSFhP3M7yBf+H7DKcH4k/1V52kXG54ETdFllFwXhMZGgM+IqAARlZ1fw4KHfrakH/Pb9M0neBZSD4GjByKNwzNFqBGRPxzPcDsJKGsueYMG2LgP3yS0BLldK7fNngYqhy6K/0WslqA+JdgEhQN/COq63f55xlVgyXLBwA+snQcE+qsZ/HvZ02z9WPsOQVfxVXjL7byq6ovm8JbUOOfFgN/f6p/qeFF28AJ/EUbLCL+J0T1z/qzjsRyx3JU/UXE38t6PFG/whZjzI1+sSxICJhFUOCKk8aw64uns+eWM1wJIHGERwh+lFOWGFEDHtFEn8Df2040NXxXEXA/J5GxBdDn005UNaxzsOSeFgJ/3w4gwplZITvrqmSnDlMI/NMD7kSmwHpR084ecAsRF84pSZIryWCzooCqUMDVSUj0V7QSGiOVPizTWrsDiPN+Ec3xGb7y2mOYUm5eQ2JKzN19qNTwEyPuTA059yrES7Ik2SLQww3re/D6K4UMaVG7rDxxPw/i/38k7leaf/mv8baNUZFKfr78cnTT5JnNWf7cYznLxermZjRVsLPDcc4LnPlsyKYS5gN/K4suIP6V5SH+UFhjW6DUrWRdRrQsqr8ni+6r6u9x5Eq10gJ3BjltZDFN03YaTrTGvzAzX6Ttzgjb+bkpsaWFbcqZE0BBQcu16klknWfoOMHmsIepH9W/wqPAn9VNW03fv52fQn8B1d/H4ZSDDOX6XKdMxxj2+bTyQw/Yr4tKuQVUfw/aknfS7KBDDPyzITvQLnWQhhU1t7es7393fze12ZA1n3CQkqxy09xKHKYi4p/WDFfSQKTPJbK6/3pm5Ii/bSuEGv+4luFvR7aDnJvXhMX1Iwn8c5/DJ/D3o9mOKUPYD/wQf58af8HpLkfYDyCIwGLB+vwVgZCnxn+EXUU8mfniKJ4zbzmOd2iYFnl+tqKyTFuBodj7VrxXhx1kYhYRApUkqPeh+ouigkUD/2EYR+BvKwIEbAaYKFo24Gt/ZJIZXPTdoFLYm7vaUxaUX6e20yoZ7vKBHELkQtt87rVaSD5que/a7v4hBLWYEqru3EPJdn4B2eqjXdEHwAuDW7DzIaYEA/WAux2jYZiIJdYjqvEPB5waW9wJoVLJBICWqjBbb15NTyLL2Frnc/rV+B9N9JPRczoLQilEufX91udw1/h3lhD3G1WilR/kEUrJ1Uc8D1S8pbIgT92uPzvIRBMC//LaBPsn013ziiBFOcmE/L3mPr/brgkUZkm0QSGmNg7vC4ZdeiBuW2H7Dp4koTgqfFrWypKMbCoYuSSEiPgXbSeaoqSv4gKJJOcszuqGbwJaMqzvYThxP3AH/nmWqmmaDuIvMBQjCAnFUoCC6VzbLgb+YQGk0FQMQaG/lP0BKxGfNy+uwD+sEgkodiJWZCiWQvyrfHyVOm9ZIhDLNEJof+FNxWsLOuqUGnaS0JRAsu7vWHKQWikHigrx0uhodVlaRw74EbB913wnNHcyb4SBv8dW/Ivq/08w6sMxbpixgk/MPIUqauzX/XpzA9ywfLz978+eNsn+t93WTKibO1QE8S+X6m/NK3uo/p6aFSE4k5DKqq/1ZrDcVP9CZL4yELJbHg03RMTfwHT1hvUTtimf6u98Fy5KrEuwa2RU/+Eosb51u2UECFC8nU/arz0O+NT4F+b9qjzttMQMrj/V3wfx9+mNK35fIjphC9yJyZ9ci0DTNF1Op9fx9iKz+bXlCPsJRjMbsg+qUgeplSF21svewR7rs4tofzYA2RBxoZawFC3YK+7nqvGvEpgWpnuukjX+Poh/vsbfPqD0oAtF+K/dLzgXp2LUhMsMIMXPITjeTo1/IdW/nAy6PW+xdn5GocNVzkEK7mAaHGfWRQ8X9kp5VH+vuJ8fO8h07fdybMVwyNhbsRWScK9xv3uVTNspAlwsrZpwwFdgNDqMHkiiDGce/G1FsbIgB8ly24qBtEcw0GfOgnZ+uWdpJyiEIBFA1n3ERX2egRj45dEdu75YCGrJhF0Ocql5IwHFUu33GRWZJsgFG8Xqa2GYhIJnKLnWnyIjSQz8tRLlA/kRC6muoB+EJKFgTw3T5Eii35rXpehfXn0/FPoqfZkkWcN6FieK+MuyZHVXEfaKjfi7aO5CkvAEbIVvMC2ZGDjPvBzEv5gQqKs/+Qj1QApZj/5MQt0V+JejcySCHx5xP98ORIVUf78hix1b/IRARftjwmAKDzvRJzh1CYHqhUlCcJ1DeT2iUpR8sVVyOqcHksgIeiNCsjxoiknCEkwCnHOwUwz8BUYfqQpPgD78nN7PIH42K/B3fpccQTu/oCoX6MXkW3+KgX8wVed/tg00FE1UFBvBPDov+CvHEgO+vsr4MhnS9mdztfTzsoNMMpIzd2O58ZKrnd+/Av9/qlHOxvvUyon85sp5/Pydc/jeRbPs1x3BnEKqf8bQ3wLi7wn8var+qpi9iqIUSViIwyts0y+geJoP1b+cgxQg4nXmXaJdhYdeWVT/4WrxNGczG2+B6u9FxvyUusu5VwCliKqvr6I/FNQv+gWMlZ4WOaLBtw28p8a/L5l1OQV+dNKwq3ZZEPfzo+9qAfpTWXQvguXZJwFZcfVoH9C8iL/gzGdD9nuVhcxnnHV4IB/4i/X9ySpA8iD+w2e73eJ+bqr/KE/v46JZ9DKp/oV1c9CqOBS5rf1trs9SjMLrN4at8feh+pdf41+Gqr8Q9JWL+HsD//xh+lao/qoXxdN8EP8R9tAGb+D/9tB3ASTT/159W2mB67Plk0jeIeqBGB5xPzv56Omh7R1+ZUFBV6tWAfFP+SUeVQYKSo1KBP6yUxZkI+ai/TEksllrjmyJZJ5YbqTL+Rp/H8Q/E3HsEt7z38de5vtoZwuf/WRpqv3vRMbf/ljzli+uJUmSL9Uf3DR3v8TjcMO2FYbq0izYM9BlzRsauaI/5Oyr5g4getIJd9A7wsAffJT9c8lkMVEjKnWXR/V3zznox3r07L9ygIpgEcE8l2L7WwQ/fLuVSIZDvaY8GxRViyc0/an+pcsSwQN+aM4z8C9LVBlM6SXF/YolCZ29ZrqYZ3o2L0Q8vE8vtv5M51iPfYIPIJ6Ziu5cW8qviElOQNmVHXB3IMqPZIXbVpRouwfFy4LyiL89tYvqX9pWtJYSAgWymsS1U5e4/1BTob9p2OSj3/CLl44lB4R2oiMvjXYAFTHwt2yZnSiVdVcyrzyqvzde+lfg/081Sm1msOps3r9oLDesmOBCXPzq5uwafzPrMqDlKFTmh1XjX0j191PULkeh0p6zJNVfFMspz5kXUXQoUjc3Qvq8Uo4Izwk48y6lfI+DfKLsBCjex9cvmSAhuQ50gMZY4YHt+jxCthuEYNSD4lnifsVV/cFNcxOdFLse30P1701kC5W6/YRthFZt+YDOCfz9EX/x0PNF5hXZRU09GO+xUDxR0T9hiUUlMs6zKJnt9lBpRXG/Zk/gnygWJPjYivpoIfUtP594eI+SmwuuA2Cg3hfRLTYCfoH/MO38yq3xD3gSj+7AvxDxL98GKW4mTzbfdsdf3O+to3hvIfAfTgTrBMX9AJdKsm+LLk+/77nNjgN0yWz/mkqx37XhEQJN+SUffaj+MR8KbzHhVjtR5mEcDaQ0d4suP2fe8+zzDpUv4q8Fieec2UyJvdcYFjqAyBopLeswjsTAPx1xsYNK6XZYn0GG7jHuX8SrmRFxXsuXBYGfUrcPmhkqoywISOvlJymGG67gIe2c7Tv6OkjrWRcr4qTa8mt3bT0QYQt3pobQRT2iEar6QyFD0UH8BbRbFv2Vt8lWeJL05Yj7hVw6RwLjsYjGTzm2orDc0QdQ8Ni1cuaNyMV9oJSvX1Ee4i/qgSR0H8Tfk0zoT7l9Fb/gtkZkZgngh8Ni0l3sqEzGmkN87n6+imgv84G/bX8kw+0D5Xz7UqxHgAoh8O/NxulL5r4zQdGfZOWIyhKLfQawkjBiB5Ci4EeRv88j/PmRD/y9icevzjuHBfWjAZANFY7OAEMZefLRpwtRW2JAECJ2/MTxsTID//ycri5EeYa0fwlz2TX+LsT//6bG/1+B/z9olBLBGG4Mh/hrqpNBVyXZrVBeYoS8VH8b8X8rGfQyqP4ngPiHFfehn89M64aJffYLB1Q51DlJklzImOggF3Xmy6DvRl3IWOlsd7nOvOoRLcsPP6fbqgd0rzO/Fl2unt+y7jog7APTq+qf0lwItR/iJiZqxMDf/jsP4j+Q1goQLN/AX6jfHsy1inSo/p4a/7RPjb/PIRLwBP4H4j30plKeDHou8M8Wc+aHp/oPpNyfz9siJ1l03sL79R6kAGOqC7Poo2gtrF/TFZRk7Yj64iqyZCUKhIO0O50ga+jWvXraKJZb4+9NEqZ1jaTm+c5cycfyqP6WdkBh3ZzoUIlK3TUnUuOf8WMcufd6ObWJw+mB+AUJZQf+goM85KcHItg1VZK5613zmdNSyZlTG/jyWQ7CLA4xoelVv/Z35t3OuyJLvo63yNAQy4LsveYpCxpMa6663ZBfwOux/325NWDP6Qn8B2120PBJwlGe5NOx5IBA9XfOYgvx908S+iqA59+rayyTjRmWgNdAPRyaRYuw303T+Q4LEH8f2+bLDsoxOsLFEP8yxP2KDddnEwP//nb6jAE7gJKAWTVFEpNF53X7Fl2puCDsqzsaJkBrtKr8eQ2/wF8Q7BQEu8pp51fIDhJLbQoFO8OKWlb7U5EdZGCQ0fOlbCKTaYSsR8VRbwe3XSue0ByZD1TIevRhBxV0IPIv/xTBD7HcMeErLqoQz+iuVn/+7CCxA4hOJnd/CT8WAZBO5dhBJQCFCgHxzws52slATwciPW19t6VYjwDVimODDAyOxPtByUBQmDNVUZQdVCz+KBb4D4f4l8Nk9rIbJ9QWBv4Z3aAmFOHlC2/k1Ys+Revx02CwPjfvSKn+hYH/seSAg8yLiH+ZDGnbDoqIv9dWCL5KRAm49kDxed3soH9R/f/JxttymArBSUdqiHg2jRF0RG7GxerKouPb83oC/y5vOz/BOWoeCXXO8Keu+GXGyqHOWfequA5oB8Xzp++WK5gnUsddgb9PMC0hFbSU8RsuxN+DjPlT/cu714Bw6IkOsh99N6oUHs5+gf9wiL/tzHsCf80wnV60+CNuYn2bqF5sHxoexH/Qg+JBERRdaNWWL/coLu5X6Mz7HSIBRYKMsw4PxXvYMXQU5NzfGRIkrPVfFJn3a6UlvJeLjgk0VgQRY+/ih2nh/fopro+tKaybk/Qg75+80H1hT6uLMlrusMS1RNE801LK1c0CJ6bc5KOfqna+pZ9fjX/ZiL8q+2bRiyH+5YiLesuCBkog/hVqCFkqbYvdSUIDzRA0JN4mxF9ExjI+tqIqGGbRuFq23Lyap25Y7ivs531v0xMMpMqg+lcEFd+EU6hI7XLS1/5YScJSGiMRJeDqbNBvC4H6MI60gE0Vdgt2+TjdoYgrqdSWGBCo/oLTVkD1LyHuZ7OmJCZkZ3PywLlw6CTQg0X7aJdT419eOy1PjX8ZtOBiI1gE8d/e106f2Wf/XB+oLssxtuf1cea70nHHmfdoNowqo50f+FD9s94koeFit7xlVX+jcE2Xe/57S5jyCQVRw8arn1RqWEkK5zvz9YGEOWVJKut7E6n+Xj0Q3xr/MvSIAFSceUWqvy9IkTsDOoac5+/nq9SK4Ifk2HbfxKMhMZjb5qU6gIgaC3nRtyG/DkS6QjKdE/Y1vMk8nz2thEF3Xj+S7HfX9+sKZCJF2UHFGMdFqf6hgKfGf2S24rwZTfa/W6vCzGy2fCkvI9J6TWVJ4zh0zfmeTjheynoR/8KyxHIRf/uz+VD9/UCKcvWICjU2/hX4/1ONcpRyiw2H6h92od7bejtcKMOUivLFcqCwnV+3tz3FCSD+Qc9BmtSzgghPITJWbuBfrB7f5cy7FG1HXjc/VALxrwyM3JlHMu3MvHte8eAv715dIlh+VH9l+M9fHyukfda4EH/DRYtLaYZFSROQlPxhKjrIfll0Mfkh1i771tjmnPnCFl0+tGAR8c/V+A9lNOt5ikGHS9xv+ABdkiTUbMxu6WcCmxI77N+rmSobFSnqzPvV4vl0UcgPbxa9OH2u8H5ln4PQTzAnoxvcvvRirpw0n0o1DL3N0DFhxPYHhH0tBFPHE4OWXRMO0oZQjLBauM585/SI+4HT0s+v3Kjsw7SIrXBRYl2so3Lrdou16Cq0a+Xan6inhCnup91xAoG/Ww9EsBVvQTfAxWCQ3HvVN0lolOfMF2vVmiqC+A+kNHfdro+dkCTJoovmRt6ZL0b1z1OFh2snCoUJsLbEgMU48rTyI+0O/EvZoLBHPGtwmLKgPGpYTo1/uXogKRfiL7AT3ybEf3tfO/1mv/3z6GD9yOZVCx3vzlRcoO+6bVCoDAQdCnVG8oi/VoTFUxbV34P4u7WDCvdfOexEcLODwBHtdIEfIwQUvOWOQyWo/hVqqCy22HDljr7sIA/in1+j3uFuaSjaCn+QAjyBfynEH+hNO0J81pyFIAWUFvetDAiCfXio/gXsxEI9Iigi7hdQIevMfSTR49EjqgQkNzuoBIuw2GeAUoh/6Rr/K+a28MUzpnD5nFE88MFFdplhscSjd96RJx8LBUYPDPVaz1bWXXa63Bp/R9zPh+pv2woRKC0PpPD6Ff+i+v+TDa2MDVJs2BvSlAnqQn/u3naPWM5IA/8i7fzyh6mwQZrLRNv8ULyCFjli4F8m1d+7QfKCVZm3iPiLNWNJV+Dv48yfiINMEWfeRfUvE/F3IWN+qv7FSyiCikw0WOgMVXsCFDHjmMzqBY6Pv1K3Ty2vkO3WhIx/0s+Z1wIMeGrxrHl9kDzJeVaDurVe4xndfZACaP6HaTE6W0hRXY7qAf2w/e9qw3FSi9XN2YeNMCp8njdYB15IVYiobmffb95i2fmVkxyKmvjderPolYEw9552NQ+f8hmrZs6UR2x/IG+DPEq5ecGcExD2g3wmX3Lt615vja1wmJZN9S84TAup/uaIxf2KO8hZn2C6XPsTUYvbirci7ldaCFSYswz1b+u9RSFQNzsh5WODvHW7fvX9ULyloT/irzKQyrpq0v3sBIAi6IHkBdYSRQL/IdtWDK/UHVKVAiRpKKO7af6GBNnwCBF/dxAudgAp0APJI/5l1Pj7Iv52Oy1/Vf+35HS7An9nv3anE3QpjsDo2HD5wn4goH4i4p+K+4IU5dL8oZCh2GeXBfkH/mV3AHElCX3aBJ+Ar+LVOfL3gd6iHojuY39OYM5i4IdhmILIc3Gqvx87EdysRxH8SPkkKZzA3/lMfknCOk+Hmzw7yCkL8ggG+iTe/M5p0QfLShlM03QYR57Avz+ZL3HzJvN8bEVAhpSzt9oy3RB1kmp5PSLxM5Sj2+FXMgWWDREDfzHp6gI0i/gqsizx7Qtn8sAHF7NsvBNouzVGDJudAOWJBhYbfgzp/YM9VtJN0GGRJYlxb0XcL++r+MZLIyiN9jCZDdMY5i9ObPwr8P8HjXJUNYsN8TANaM6G39HvRvynVzUxkuFV9e/LJNEM3Zc+NyKVXMMb+HtqYU6A6l8oQuND9T8Bx1ukjpVyussV4fMejiXnLfMwDYrZboFF4JeZb4i4HZSaiH8Q6kUbBjIexM2r/u0T+PtRxGJCqYGGh74r6aAI35seYNCD+EuSv8GPugJ/ocZfPEi1AJiy7eSX1cNWkSHlv8bHqq32vxNFUTyfZ1Ak0Ml3V4gGxSy6eJiWvt+PLZ9g//v2S2bb/y6q1P0WnHnw1xk5FO+z9p/w7EfHRuh0wzBZdPOEBEb9DlNnTiy0WkCsy6L6e9v5lVD1L9dBjnnYEe6e34X1wGXrgYgJTcFB9kMcy7VrXhZDXmfFNM3cWjOHVeouhvgX1wPxTxJaNf7DM47AnfwoFAItB/Ev0gFEc57DkXi/ZX9EYb9sGJCK1vj7UVfDLsfajfjXRgIuH8DProG/vSwX8Xer+peu2y02XGdBNkRd0PFXkrJDR54Wa2Ukw09cywr8CxH/lhEF/l5NIm/i0Vl7lYFQWT2/vckEkUnoxw4qF/H3KvDn/Qq3uN8JlDsK+yReAvEvmx1UJKGZ1v3v1etXFAv8gy49EOdefTsQ5b6D9kGR6l9oK6KBgOu59mVKIP4+tsIv8V8bEBLVkklfJlkU8Y9n/JN5fuVGIVV2gRTt2W6PELFTaufvA/nv6QofhmJIlQmqsicxOTLtgGJDtBWmiSDU+dYERh1fxVn/A9mUVUYYdOKliRV1ZTODFL8a/2EY0mWXRnvYQSamywd4u8a/Av9/0ChHBKPYEDeInHWMyZaeNpfDMaN6ZIF/wEP1BwtxczJYI1/IQUUCU7Zp0yAg/va8J0D1L1I35xget9NZLtXW7SAPX99W7kFaFuI/wlo88CJjflR/Z876cJRZzU6gdOFMfyGlCi/iL6ATKc1waxwYCl7BQPAPcMVnIIr7JLJuqhWQQ/wLW3T5UQqjipPQGNKFdn6eg9R6vRDxL7b3wgEZhmoKf6ErTIuOdt9//m1K6HYUC/yrwnlxLbez78xb+n7fO7+VFz95Ci/deAofWzHeft1L9fed80QQf58s+sGhXiszL9igiRXlU3j9suguxF/WXMutoYy+uFDoeBe08yug75ZJ9Xch/iWo/uXW7Sqqy1b6Jgld4n7lMpn8hUAdqv/I7Y/XpvbnHGQtL7Dqqfv3q/H3G2Lgn/UN/N0BQjJruALjkA+KBx7EXxte1X+wbMRfdiH+R+P9lniYR9EfhBZjlBYCc1NpDacWmJyqtvDs/Gr8VVnytZf+gX/Q+Sz5W36bavzd9kpiYe24wotMmFHRMqJ5/WxFZ/ptQvxdVP+8rcjP63wP5dqfYiAF+CcJy1H0t+7VPW/ct8b/BNhBLj2Qt4dxFFP9wQ/xnHPZixNA/FMi4m8r8BcmE3qTgh6Rz97zljsMpD1CoD7iouDVAymc19t+tjMVLxr459/L29moqB6IgPi3mx02kCIhlUb8iyDzfuygvP3w2if71stgUxYb3uuLAxUnyJDOhpCFkPdIos8FlE4bAUNakqRcktA5Uwpr/EdO9Vd9GNL/FwJ//wr8/0HjbaGuAJKQ6Xv82E7HMTYlZtWMFPEvXHTdqYSAtp0g4g++Lf3eCuJf6HjnDz0fihcjQfxFlVgBGfOhuZWLzIdVxe3MZ30SCq4kRXn3KoqyiSJYfnW7VYEw/+/i2TTEgoyuDhdV6g7IntZnGQfFs6j+zvuIjrQ4fAN/1flMuuRx5j1iORiKJdglOAV+lDyAmOwE/nEx8FcLA3/HQS7dSjOsKjBUV9ACkf4mWquc93T3xh0+K60qsq+jkT9MRfQhn/Rw9aUuMi9YB9GKiXUsn1Dncvj9BHPAY39GeJBa8xbWzdmIvyBqNrmy/MDfqZsTAv90nj5nFiSIRlTj71OPn/GxPzAC9WsfpxuKUf3L1O1QZJeqdska/zJp+YERsIPKdea91/XlHGTf+looW7DLFfgLSULfFoG5OTvjIn3Xf4+IHUAGSlL9Cx1vv70XUhUX4n80L+4ntKkjY9mLESH+wmfoTmRcyt4W1bawLKgc59grDAhQF/VD/P0TjyP1VWwHOTfm1YwtvChRRWWZZ15++In7daaGnG5JAoOjtUxhPyis8R8O8a8PjwSkKGQcQRGq/4gQ/8LkY1FV/zLnVQSBY5ceyFsAKSqDRRD//JyS4YjnQgE7qLHCP/AXwQ/RBxrOVojDryzRev/COmtfVX8tQCKjoxtmyXZ+0UDQdQ51poaKdiAqxuIpqgeS9PfHx4eaXCWh9rxl1Pj7Bv4hP19lZCBFseFliopsEM04cRvkfBcSMcnZs0eTvS47Pb36BDTRhDUV1zJkdKFb04lQ/T2IP/wr8P+nGm+NuuIsfDNZxPlNxco29Pa8qgy462G70jn6nOJG28qnrhQ688PW+L9lxN8/8C+bPicYyaRvtnvkB7S3nU9hH23TJZh3Iqq+IuLv53hXB8OcO6OJtq+ezeGvnMXkhuJBk2Q663Egl6SwUTzBkRCF9cQR86llFx0E3Vvj71H0B6lA1b+YwmylgPgnTGtdFVD9bcQ/58xrpQ+ncCBX9tIpOKqaCp3jGFXpfD8pzbApaeU43n5JkWrfLLp1r7pX1fctHKbuDHrpjP9wQ8yi58fBoV7rGQho5+Sqt4r4C1l0YZ1UBcLlC3Z5yo0GvPbHw+JRy6HvDrOn7XVwAg6yJURYSN/VDTO3FswTpPr7i2C9lXaiFiXWWY/5siC/+n6ZHPNLGMUYMFFBtKwQ8TcLqLYAHSXouwBBUwz8BVV/SXeXJIhUf5czX4RmKyD+RxI5qn/I6a6Tr22PZxxV7VIJBTHwF+v7ASo94lr5IKccn2JUVeF3awuBFkkSvhW0DdxB0MqG6cheJkJ/04idefs+BIbi8cSg4HQ762HkNf4+iL9PV5ETZRxlDZ207mGUnADi72USFFL9T8xWKJIY+L89Nf4hxR/88EsmgLu7Evh3rgEIFukAkvKxa95kAhRPEkouIVBv689C+zNYRmeRgOLWxBkO8U9pBoZhFup2+JzV4Xzy0ScWWFwzhagoGuxTQlDMVvglZm2QwsVOLFKWOEK/oiDwzz1PQ2zRPcz9Fhui3Y7hIO/HUv0uX2Wkgb+XHQTDMaRHUJbo0TkaEFpqvl3jX4H/P2i8lXZ+IpVRT8b8g9pE1cgpMT41tt2puIUOCotYQipbWMsOEFwt/cQaf/PEEH9Pb+7BrPeAHnnbPfAgY8JBYvfbdSH+I6DkFUHxMppZcOiVe5iK6tcZY3gUL3+vAcWfMi8O8dCL5xIqTjLBeSYhufCZhlXZqX8SRpWA+JtC4J/wIv65gzGluem7xZx5MfBPmWk0Qy9K9Xey3WItXjHEP/d653huGHsu0f6JsHchZMMFqFnShz5XjObmd5jma2y9gl7WvZZu5zPcKF63+zY58x6qf0rPuNC2kSH+PoF/OumwHlyt/MqzP9a8ki+C40ffLUelG3KdFIQ9ndQztgiPLzvoRJOEXqVuyXAlYMtOKBSza29BiNAbeOQdFL/Eo8X4ca+z6rA/YygqCoHiSRJ6kUFfxN8/oeBq/akLzryn9ZtL3K8Ei8cK/J3ndTjey0A64xb3y9FwTVMM0offf0WRSCwkTrQVvoh/EZ/CL4Aa59NHuyjV/wSShOK8tWoFn5m1yvllKga9LW+hN7fzedqSA4Kqv0j1L6+dKBTW+Pd5EX8h6KsvN/D3MI7AB50/kRp/T+u9POvRfgaSAZLz3ZXLOlKLlQW9ldbDnuSHTfX3E+ED6j0Ce+Nr/e1ySEgSpv3KgoYRF4XitkJMPOSBKv8af+u6wZTmQr795rV8VjHwH7J8Fcmd1M7bk0RWd53TsuTfwce2BYOes9aE1Q0z/MuCykjm+VP9/XyVtwfx9/pMGdsH8pY7nPi8UdPZs4eT3W5NtBGXRrup/mDR/d9Sjb9SGC/9C/H/JxpvCfEXhEMymsmpTRMLL4rXnEA9Xv4wdRZze2rIWsjCIm4IR8tCxVxzFuuNK+suf7CujFZa1rxecS1PttuDtpXTdg/cGeRUifq2sg/SIige5CiVivvQK7uEQBaRMZ/A/wTaiQFIQkAzmLtXv/raiFw4ZzH6bk1ICPxlw0Y8/BF/a4jOfDGF2Sq1sG5uKONF/K33jvsJ2wxH9QdAYmHFNGifaM/TXOlOeIxENNDv+dTYgX9hjX857XyGG2KSsFiNv3oCzrz9+QTEvy0xQI8xYP8sYQnmlD+nD9U/k3RYDyfQys++Vx+qv18P7XLtD0BAKHUxgaSWV2J+Kw6yP4rnh8xD+YG/Cxnza/15IuwET0Izn1Dx66HtZ9OK1e3GBKq/O/B3a4wAtr3oFJS6i7GDwpJzD0OaWBYkBP66AoZCSjPQdMNJ+FKkxl+R7Rp+gKypc1Q/7k5OCOV4cZ/OIqUQf9f7qTIBRfZlB5XjU/i9PrbGJ/AvZiveIuKf0U2+v/giHjzzQ9T1zYL9J4Mpv4W6XWet9KQTDGWyeMsSW6LlOd32vXrou5qh+5Yllt+bu5C+W9BSVD6BwL9YjX9+zcpeWzHycsdkiSRh2YwjT6J0OLumSjI3LJ1k/3z2tAbUIus5LJXPevRF/It1ADEEkescOyjph/jnSk28YsR+Niikyp7SlLjFOPLpQASWX1GqfMD1Xt2jCQisJrpHM7mqvjTiP4Ia/3xZULiYqv9bEA0uRvUvKHcYob8igjsx02H/vNq/27Xu5taeiM6IO6nXk07kyhIMF6AwMsQflw36V+D/TzTeCuImBkGaYfLO8XPdF+hWfbIf8jrcsCkxgnH6/7H33fFSVOf7z8z2vb1xC+1SpQgWEBRUEAu2CAqxYMOWaKyQr2JNsADGWH8osRAltlhjSaLRqFFjicTy9UtMxIJYEaTcfrfP74/ZnT3nzJm9O3POXLhkns/Hj9zdnXfPzs6eecvzPu+GrrYszZbIXhXZrwL0RPXXTI5cdZEVN/ZmmnfmeZX54oNeUik/qaWRzjBVPAdUf6tst26XpuOpikKPvimAkAUl1hht5YA+CNDZ7g7WmSc+f6nPfF6t6LvsbPScWrvuzJsr/gDtzFtVwMr8YT3qymJTrm+O6DM39fgXK+6XRWciTfXys1UznhCPHaq/UfHn9PgXM86nEEiam7Vgl5wefw0aNmU2Gn+X+0oQ9vOrunybZsbRtkQXl2Zrq+Kv0j22bazGiJq3W2zFH6Cr6EA++WisVy0c+PJgpu8ylUGH7CByX6P0QASo/n6WdZWt+PMqg7yxZzVRi8CfqPiTbUGxFJMk1PLnqqfZ3AAT+KcJcT+OIw/oYnw0O8j8O1FVBX4E9TagLDYq+TF1NYFy6trrTKTN1NUeVP1J8MW1iu/bBYAGZhxgLhlZ1AQQkbYg6IluRVHwo0FjEWkfaPzW7drNj/OjP8v3sTbdpyBa5/rbrfibphDFuBX/4qn+2TYX4js3+yvk6F1nk41M4/x8zvYKWg+Ex3p0kiRUucUPXuKxPBjGohnDccF+QzBnfCN+e+zulnZpH4jZKxi7vB5/qxG7pH5RrjWML+6nv641lqR+J7w9KOinK/66r8KwE9N+4ztlK/5W937Db0gHMT62P4LbBgNfjwa+H1ZACNSZqn91VgjUjYq/36eC3Apz10aKYT2KTAuIpvN7AXkfDGWiqLHhUwDWhQq9UErrBtnq8QcYhrQX+O80EKv406+fO3g89qzJK43j+2Emp7Qou5wq3obutqywln3aCqArpCoKaHE/sseW2ESDqq/ooNd6RJfzAF1fA1+EhivC59CZJxXA46mMqdrWExU/hwh500NPFf/iz4GPmGyQm+PLE8sp85ttWlb8Gcc/p9bexTreaSIj3tmzMx/0+yhnfVN3B7YlOynHLyeu1ZV1uovJSpPV980E8wAwB/52mAQ8R4Nf8be46dluCyqmb9eBM0+Idpb7CMEcfG38uy5QvMOtr4Mv7pfiiOUUO8pPt8tPEhoOMkn1L2Iut2FXoZMaHWwVz0EwzTrIhURLg6oPwSJ1DoKUCFb+83LH+dmq+OfX2p603iuqwubzalXxJyeAZJAy+uLZJKHunOvXDEX1twiaw8Toz840Qd9lR3/mXpNI0XogFr/pkF819hgAaAl+a/x7SJSeT6878zSLh9duZLXf5apwpLhfbq8o1qc4f988Q/Anew+iP0cWssb5AeaKv2FXgElAthCSrWnfd7cBgbyjHFB9aLQj7sewgwCdochLPhYr7qczqviaRAnOb4WXJLNcK6ctiLdXhHz+4jVRLNqCDMFHpxV/LtU/F0zT+09JyI/bZu+KJ06diIEWNH+A9oESGskOyumBEL81XuDPCW4B/gSQvBCouVDB+gi8PSjETM3Sqf58PaLc+xVVpCD8BiURReq7ZqC1HwAFZWG/4x5/XsW/psS6SAGI9fgDzF7B0S7R7Tqn+odS/L2gLFNly6a+DnOhQqf604VSv6IWXVDgV/zl9/jbjw49SIFIjz9L+dE0FW8cfh6W/+97WPT050B3OQJBgcw8VfFvR2VaozangSXFO/SKoiCgqkgQN1NK1Z8R9is26GXFtQrdSO048yGVreLFUR4McytuxVLnzIGHvilomqbbJQOEIlW6AVr9OsUL/En6oI2KP6nqm3MmeFT/Cs55tar4RwI+3aHKftacWnt3Mg2UEk67EkLObSuGvhvM3UyzPZ3fdbWiJd1uPB9Q/EgSN9tYKk3RWHmCXQB9Y/uBuamXh3VV7dwYG552gJ0sOr/i33tUf0fOPPF99AtUoS2tMzha1a3G4wNCDlRyAeqmtyXeRVDy7VfbgFwvXoFxfiq9BxVvV9Wrztk+WnPF30mPfw9UfwdON0BPAKFGf3Lpu87WmtNZiXH2iqpgBNGgj2LO5JxIFiTVH4ouMFYSCGUngORtBhFETpqJFMG0CpqjRGtSV1q/X3QmUoyiP8EKiNMVNys9kJBfRWc8CkT1fSdDXE/jKvvjI2avINsHAL6DHLFiOOVUtYnfNa/Hv1CC8JIDhqFfaRDbupP46T750Z9W40RTgklC65Gizn0g8pz50iGksud8Y3c7xfYaVFIJn40AJKAq+fHD2XaNFjL5SFx/tir+gP5byd7/ClXnbQUJhcT9HPoVVm1BRtLGwR7UYwuTmoZfUXFC/WhMrRmEjRs3FuULnjKkEdOSB+smoGLTpk0AgCum9NPbCcsPzr+4f61JYLQGXdi0iWkfAvDrPSYgERgJAKgNlmHTpk04YnAIY8v7AxUH5l84oAbI+FCndOO2QwYYDytdrdiU6qBslqaTuG2viUBkFIDsZKyRJZjWPBoI6yLCSioEbajuXyvdrajMZAy74UD+85EYU5Y2XlMa9KFjdL4wV5LqwEUTa7BplJ4o36UkhU2bNmG/ep9xTHNVhGt3fGWG+kwAsFtTCJs2bcLulZrxXHU0YBx/3h5V2JZ9rzHlaa7dQrj54P7GvhBJtmPTpgS6EmlqHbG2rdjUVVyrMQDsWQ3j+NqSAE6P/shURS/LVNpe6xVT6tAaqwJKSo17yBAtjJ+OD2POqGFAia65EPEFsPmHzUXZrFPj+lqjZUAgDk0DdlFKsWXLFlRVVUF1kEzhwQv8txNEKv5sEJRIZVAeDmHfmpFA9w+6TZHZ3GTg392G4VqGCfwrbdkN+BQkqIq/7q6lMhlT4G/HJq+KzqPOFZtBB2ilfIDMoptbCOyp75KVMUZczEF/H0CrX6c0XTFaURQufddexZ8caWgt2MVry7CizhkKqLnAP5Gj+tPifhEi8Kfpu/yNPuBT9Cx5RFfR/rqzFW2ZfODfL1iBbwkRic5EmunFs6gOEo//0EFnXEtDuqp2zpnnj9Pi/6Z5Ew+qcn1zPHE/l6j+wvRdYh11/ip8hm9NrxkUqTU9Vgh5PRCCwZHTGAGoAM2euJ9qwQ4yMwnsJAmDqi/rzKcYuxzGjehsbgEWAZDVA8maSPD0QBz0+LPzrjtMgl10MFMVCdCBvwXVn92r2pPxfOAfIuiZSsgI/ElY7RURNWycg24tjnQmkxX3I1gE6SByK+xg+nat7qlBn6qP06raaHpuYvUgPBvYmA/8ORV/rrhfjxV/MvC3V/H3+1Scufdg0+OWPf4Co7QAeg8iGRSpImjMljaJtgslFQIC+v6/Kd5OVfyHlBWvMZJfR5ZNmG0BaqGUuh32+AP6/S+boKb3IFq4tNg9iPUrDJ0jQdYjWfFPaClktAxURRVKPrKipTl/LWezIari+l0Px+j+g1EeKUF9kaOodwtG0T9VafxdV1MHRVGw1y4hZJAGwoQdzsi7wY1lXB9gb01FyqfvLhE1iH7V/TBGLUFTLA6EiYR2dykABf0rwvCX5avG/RvLTboE5ck0pgSCRmIq4gvAlyzF0Ey1cV0p6SC0hH5OB9SVIKMBU0J6lTroU9Gvn7liHSxLQsn65D5VoZKgA5vKkQ6XozU7GWRARRj9ysMYFSxDVa3+HdSWBNGv2ux7RypS0CKV9PmqiqCuNAR/aQK+Uv3zRgI+9Ounn9s9MxHDHxpaE0W1xR5vhX1Gh4x9YUBdCcrDAcRTaUzR8r+JxoYKW23Makkcwex3UxL0obR0gJ4gJFCqVaBfXfHMIADYKxPR7x/BmPH7bYiUoabch650zPieo/4g+hV5PZdUpDAlUKbvYdlroj5ShlJ/BN9//z1qa2sRDNo7pzz0OtX/xRdfxH777YfS0lJUVlbiyCOPxJo1a2zZ+OyzzzB37lzU1NQgGo1i8uTJ+MMf/mB63fvvv4//+Z//wZ577omqqipUVVVhr732wooVK5BMJjmWew8iPf4m9cusA9uTAnFPMNaRZHv82Yp/pS27rGAO3eNvX9FfXyvTX5qydrrtBf5+auxMIdHAYgXzTKMHE9bCNrwquhUiVGVMM+Zzx1KZrPp1/nqwcw5IcZ8uEyWPqHhwHB8r6pyfmY+8NdvjzzreJYRKP93jX6DiT82S34ZO5DPtAyI0hYsVzLEUAiMeJyv+0aAPPlWh6HN8Vf/iK/45qj+/b1eM5kY6NfFUxqBNy6Tv1vj4NLnBEbvjcXJ9uzR1riu3VxPXST87VH9TZTqOjJbhVvyrbOxBfovkI8/xrhTUA0lwkoTFJhMAOqGZzDrzAEHfdZBQUBQFCodqzKP6VwYjJvZKM8fZBMytBnnRwAx1DUQV/ue3+k2XMJok2xLd2R7//L0thPz+05GgA3+rFoKQXwW6OE5jRsHkukF0j20iXVQyr6eKP0n15/b4OwjQi2sLEtsrrEaK2h7nRyYrCX/lhzhd8W+2IS4KMEF6Fq3JGDdAryl6AhFR8c+CajdSM5TAcfEVf/5ewRsRaCdJyBY/urKipTx2gr2Kv7mFKedXnDZqAMYOGgo14IevSNYnkB0TSiCTvb9p0KiJBgr4Nk2jJTmvz2TFGTIabVP/0vTXsS15PLuqQrdGJTJ66yHpp6lESJbRKFkIWJ0W8mF2/K/eakt+Fh0a/TIueHtI7ndKfr4MYUzTyHNuH6TdnCl2rTYuj+w6aJt14RL6ekj74XMQChvr0PK2kpm0vl7iOgkWKYRO2STWl9YyCIVCqK+vR0tLi+118tCrgf+zzz6Lww47DC0tLVi2bBmuvPJKrFmzBlOnTi06+F+/fj322WcfvPrqq1iwYAFuvvlmBAIBzJkzB6tWraJee8MNN+Dee+/F7rvvjiVLluDaa69FTU0Nzj33XBx55JHURdrbkNnjn9uQU0VS/Sztcir+33e3I5FKU1n0QaX2+mFYqi2l6u9QUdtMMxV3uo21FnLmSap7oNjMPJPtLiDYZUeIkB1RSNHnGBEwO0wCKvDPUv26OeP86iLm78sqw8vOPN0c60I6Yx7TVu4nAn9S1b8Q1Z/oi/uqswVxNT+ihXX8zBX/HgRzQCcgeBU3/oic4nv8qwr0+LNBgl3BTvbz5RwU4R5/ouLW4ONks9N+NEcdUv1T9DW0sTubyKFmc9sR7FJN/Z0dyQSXHWQr+ciM6epIsVU8+8lHqwkgvBGBdn7TYcaZ7zaceU5bgh0hUJB7ZdaZt6D67z04f9+oCPvRyJkpDwBhv586B9sSXdA0zcQOKvHZDfzp12+Jd5rE/SJEMqEjnqYo74WU9hEroQT+dANV6BeNUknCTqZvF+AH06qqcNumePtPjNMLK0rJtxYCFWghBEP1F6r451+vEYH/97FWJvB34KsAppF+yXT2nkp8VbYr/lb+io8uQhXf42/HV7Ghc8ToQxVqNyreB6LX2sYIgdaXhgEjqCz+WmAD7IymQdO0bLCYv758FjatAn+VCbx027RNMnhMMfdpnllFARUkprWMblvJ/yZIfaXcZ8m/Hx9WLoGi6J+PfJ5KjBRYK8DX3cj97shjyDCKTlTYj0EouxybgP2EAmkzAw1hXwBDy6r1lpa0H0iGna3VWCgZ+GeySSeSKWYj8M9ZJT50Lpnj8/mkxay9RvVPpVI477zz0NTUhDfffBPl5XqG/Nhjj8WYMWOwYMECvPTSSz3aueyyy7BlyxasXr0aEydOBACcccYZmDx5MhYuXIg5c+agrEynnZx//vm47777EInkN6fzzjsPJ510Eh566CE899xzOOKII1z4tD1DJIvOVvxzm6e02dyE453SMmhLdwKB/M3JTo+/vhaaamtd8bchrMVkuztY+q7PWRUv4FOBhA/I9szns+gZABp907M1dsec7eaJ8Nmp+JsD/zhqUaLbZRR97dz4SdGyPNXf7Mw3REsBbCUPNca9mGyqCiWCsiXWRQjwEAFSIApAPz/FUP3ZOdpfdWxDyp8nAA8rq0EkEKOotiSN1briz6f686m2xav68wTNiu3xD/gU2zcolnkQT2UQ8KniPf7EHlSGMgwsqcTXnS35F3RUWX5nVqCcbqJ3Xqfl0Uq5TVE7gl200wnoff6ieiDmPYjYK5gxpY4FuwqoX9sJ/En165zdkkAoa5dmB9mpDqqa36DG5yYQWFX8Lz9wBJ7/eBOSaQ0X7T/U8lo2EjWq/tlbEjEk0hndwaTaJ/jn1EpnJOz3UzojW2JdeutBRT6xV6pGsSX77454ihKusmId6XuICmxrBOry4pbYMgClIZ9JVbvY9p3SkN8QDs0hp+of5lX8BSvz1hX/ntsdCtr1mQN/TdOo6qTd9ZKvzxDjFL+LbaOp/nYr/haq2sl02KTUXVNkj7+fU/HvIBmKxG9aVRTH9HlzktAh65GzV1jZLdoHMmky0fsaGZfbKVqxgXtay0DNVdUVOvA3d/IXCJrJir/Gr/irUI29L0Uw6BSFH/TqgT/9W08jY7KZ/yz0+qz2S6vHc+eGqs5nl0nGj1ZsCB7zIvdbVjnnx2zXPqggPZekMFX87VnmsQiqQlF0x1R816XvFc7WmgvSORV/YpyrjIq/6T0F0WsV/9dffx1ff/01zjzzTCPoB4BBgwZh7ty5eOWVV/Ddd98VsAB0dnbi6aefxrRp04ygHwACgQAuuOACbNu2DX/+85+Nx6dOnUoF/Tkce+yxAGC7xUAWNE2js+g2e2x9qkJV/nIbsmjGnxL3I35sG1I/UK+TR/XPUIraIj3+iUwaiXTKgupvo9ptOSJHMznzxd70rAS7eOq7dir+ET//Bh1PpSmbEV+gaPVvAAiAULamnPkMVXEcUGrumbPq2/X7zFT/rkS2gkec0+pg3pkiHVmrAF1X1M6fsy86tgLhTuPvcVUNVF99J0PftZqNSzrWW7ryDl9ZlqrP0nf19ZIOMt9ufZn5+63LTgmgevw5FX9nVTz6psMbkSPEDoK+xgvH7Eu/YHN/B3oEudcrFN1/Y3en3t9PLLPRVuCfdTqJPa0lN3YHoPtrbSUfrSpuminxZq/iL5dxBDBtQWD2Ch8dXNrZL0kh0NxeyUtoVgbDmDy4Cl9ccSDevmBf/OLgkZY22baglng3l3FUaTPwD6gqlXz8IdaBjkSCYpKUERMqitUDMfamTYOxZ2QU0FkOfDcC6KxCSdCsqp1gKv5We1BpkRV/XquRzIo/LRooWPHPChuy1GjnewWQieWv129jW4FQPvE7tKzGll3Lin+GLlKU+kNFq+Srarbqyq34m5lBxVa8LfefnHikwyRhUKX3SnpaAJ0kLNoHYoofpiQh8jatqvM8qFBMVXSjKkoF/nzqvXUwTVxf0G2ygb8PZMBXRFsBzIEiOa4UAPwKXfEnfyZWMZ/V7dvHCfw1o+Lfs13eufEZrIz8Y+Qai2ESFILK0PJl2CQP0SSu1ZLqD1AVf0eBP3NNy0avBf6rV68GAEyZMsX03JQpU6BpGt59992CNtasWYNYLGZpg3yfQvj2W12Iql+/4gQXeGhsbKT+GzFiRNHHmm96ThxvIvDnCIEJiftBQYgQ09iQzqtdhpVg0arPxlqYG1Rrsjs/y5gStbFDs6VZBIB+M01wKv52st1WI3L00YPO6PNWNrlj9+z07fp81kwCB1l5w66SDxK6MoSqP/P5R1ZXmo61UurWnW4y8O/WbZqqKPxroCDNlhilFUvTM5x3r2kyBelxYu5sMRV/EvweWx7jprjAPxr0GSyJMEXf5SUTxKp4gEWSUNSZT2dw4Zj9cM0eMxGN1+ozhLsrbCcUqDYGIvDfHG+nNEZCPr89Eb6cYBczJlDXOaAdbzvtRqaKP8kOYqp45Ii6wjYVQCsg7ueAcQQAYdVPO/Mp/l6h2y3+3PICf4MdpJr34P4VOuVfLXBtsK0ZLYnuvE1/z/cLnoCmblcxtbF1ZLrpxGMgn8zsSKSoGdWWe1Dut675MMk/CfhiD2BrE4I+FUG/Sq1Hr/jT1UGr9h3eOK1CgX9KtMef2LNSGU3vP4aECSBkj3+aP63E7l5BJUuI/T+ppangbNeqBnt2c98xdf3FskUKUtiv+H0C4GgSJePIZLKsB6e+So8V//y1a8du0OezZh0xScJimYSszoqJ9chU54sFG5ymmWA5B17CqtAlx2oHGHbJ6rxC/156spsP6og2FSLwDyg+U+98MVR/q+RFoSCdslvgPJAMztKQ33gvhZNM0P/d87oKoaeKv1VSpVibZLAvbNcwRFwHucST0x5/zjoykuj9JHot8M8F2wMGDDA9l3vsm2++cd1GR0cHbrjhBlRUVGD27Nk9rtsNmHv8xCp5cUk9fuRNPZTJV16/y+SZGBW+4kW1qLUQN9KuVNIQjKF6xm0pdZvpux2puLC4n4mWT47oYp35Ikfk+FXamTer7zpz5llxMStnXijwTxOZeSZAGFpZbgosrXv8FSpRsy2RC/zzNNvaUAkqI/zjCwprpYOUwJOBZBCDysuoCmDRPf49qGr3JO5n5SDXl9LXzMCKfH8ZV9VfULCTR/XX1yqpLQh61cqv+nDV7gejfste2RnC9terKAoh8Ecq+3dS10ljpMyWU8Gr4unzdrO9eAQtz07F36o6z44prQiEbVTxVG6PP78tyEYVz8+3qzOZ8jbDNuZ9A4CfYAeZVP3JPdgukyLN7hVmm1bBV0GBUWKf+K6rDd1KXg+kxBek2A5tsRT1O7FOPubfbyvBDiq1YAcVO1GjlBP4FzsBRAo7KKcdJNrjT83mNmuM6HadU/2RCpra3gAglImi1AaDDiCF+OgpRMm0Ru1BDZHiGUfGepl2x/yYUmetRmwVnUo8MnZt6RxZ6YwIJAn9PbYwOav4KwBVHU1pmXygRARffk7wVSjZZA78M9lEGD9BQfb4WwoGKoppveT5DPn8TOBPB6eWegQ9MAF4QnzFBr2N5WGE/Sr8qoIBFflriHxPDRZMAkur1qASCsz/2fct2iaHRcDadVbxNzM4dLt0+0bAt+NV/G33+CcSCSxdurTo18+fPx/Nzc3o6tJvsKGQeSMOh/ULKvcaK4jaSKfTmDdvHtavX48HH3wQ1dX2+r9IbNiwgfq7ra0NFRXF9b6L3vQApuKfq+LJ6vEHEMyUANBnT7aDHI9W5cAu7cgBwObuLB2PVOqO2FDqzjnIGowdpj0Z547Is3UztaLaMtnu8kDxgiCsYFdXAWfeTsU/n/HXz6FxM2XYCXYSHwAQUvNOVCxDVPEIm6X+EII+P/pXhLFuS/43V8fpYQeyGXeCZrst0Z1V9CcCumi50cNqWlOhij+gi2sFEvSTsVJEAj6aaptM51khoKtcJKz6ea3E/TRNo37XVvTdpgp67yITGj2J+znr2+VT/WUmFMiEhyhDIehTkUynqWtlc7yDuk7sCPvp68hV8QJAdljktkQ3kumQyZG1xzpSgBSd0NM0LSvY5ez3Z2oLSrJJQmeCXX5VzSYfM5RdnervTGMEoAP/zpR+bvUqueY8oFHpIKkllyQEqESxfr8w3++tK/4qlVD6prMV8Of7wZuilSiLEzokXfR+UjD5yDkml3Bk959iJ2rwEhhVRU4AEe3xB/S9IhLwCVf8Qww7COCwHm2yjuj9VcHoinq8u+Vr6jWlGXv7BMBX9d+WE/ejAn9zm1tBuwzjbVuiK0/Jp/SI7FT86b2isMCxnYSCCiRpv0LTNN2vIFozA6oP4SKThOaKP8MOIgNqG9eC7oKxVfLcX8S9k5NMKBT4m5kEGVPFn2QRZIqsoCuKAi2jApytJOoPgiAY6axYH3ks36ZVQiBP9QcWL/wZ/vzE7/HJJt2XLzbojQR8GNtQZqzd6j0zGuBTimcSWIFKKGRNLb32aly/5Do88+aHGNw82LZNnmAgaR9wmKQg/qVAMdgEGYVmxdir+Jv/lXah4u8o8L/66quLfv306dPR3NyMaFR3qOLxuOk13dkgMPcaK4jYyGQyOP300/HHP/4R1157LU488cSiP4NsmCr+gnO0pfX4E8cEUlGAE8M1BOwH/jxVbWOOJnEzrQ8XfzPVHZDszSQbkOtUfzN9V4jqb1T8afqunWqboihQNb/RxdaVlkPftRonFktmHAcIgD63NofuDFHF4/RCs87iEIsRXTrNlqRad+lVvABdyS2zcNp7pNnGSoGybdRzwXgVFEXhVPwFqP5hPtWWHaNj5SA3lYfRWB7Chjb9uzp0l3y7UaRHcT/7v+mcHkhufe5U/InAX7A6qB+TpgK0LfFOiupvR9hPt2lV8Q9S17SqKEWP6DTWSrXaxPPXgeqMZms9zo+TJHQ0rUT/vB1W7CCbe0WQEALtTOdU/TOOxQ31tZqp/jwh0IYonyFm1eMfZAL/b7vawI6pLSVcos2ddODfY/IRwBbimFzFvmDFv8BvhDcBJEe9pfcfWRV/c+AP0L9pUT0QHjsR4CuIFwL7+faoGmgK/Cs0e/39ut3cXkEkHmOd+jkgihS2A3+m+JETrAQg6KvkbbYlYtnEozmhYMevYIP0zlQC6YxmEtesDNoofrC+ClmkAOiA2kbEyFbQ01rGGL/HBul+ldbW8hf4jSg57QAlp0mRMfX46/345qDMKhDXnwO++Gw9nn/m93jn1dfxzfovkYjF0b95MObOnYuTzzgPyCZTrSr+K1aswLnnngtAL0DWWbQs59qpFIZFANgLei2FCglkNA0+KPLo8yAnEAja5LQPAOJJCvIYXehRv+drhO/tU1RbUyqsKv6apkkT9gMcUP1LS0uz4zKK+2/69OkAgP79+wPgU/ELUfhJOLWhaRrOPPNM3H///bjiiitw5ZVXFv+BXUBSQo8/T4hHuMefGNGlJvk3oMaQg8BfVQCoVOD3fVcHoNDCUrYq/hz13Y5kQncoGPquLZqpSdwvF6Rr9Cgtmw4yOaalm73pOa748yl5bC+eXap/mKD6p7Q04umUqcc/J8R45Oh647GaaAADKvnnWnfm6SquTvWnAzrHFf8O83VZmtBviOYef0J4pYhxfiTKOM58dzLD+U3zj1cUBTf9aCwqIwGMqC3BBfsNId6zB2feCc8NFuwgWUKgIBJYAFICs7kBYq1JkurfxiSI7Ab+FlW8DF3BsiOspds1V9x4IwJtJfMshEDz7CBnexArmNeWHalqiJZmYYcSDNBCoF0p67Yge73LTJAU787bJC6pxig/+OJR5IHcBJD8dbWhq41SgG8uraKSBls6af0Rq+QjGdhu7Sao/kHzXtGZSBU1/QPg9/jnWqmoJCGv1UiCHkiMpx0gOPozv//IrPgD+9QONb2mHvWmx3qC8fnIEYHd7fo5oNhpdgN/puIf7+JS8m0zYwjdgJSWQSydEk4omIX4EkKj/ACzJlNu/8n3+Duj+rMRm1GZB0y6Aew1U7jiD5NoG7tOqzFthSv+wLOPPIyHf3MPmgYNxBkLL8AFiy/H4OFDsezqazDnsAMRi+lFTJq9oG993333HS677DKUluZ95WIq/jnYGedXCOx7apoeZ0mjz4MI+CndAPs2eYKBjFmHegT5Y3yEKCMZ+IdUe7X1fGKDXk9KMt2/18b57bXXXgCAt956CwcffDD13FtvvQVFUTBhwoSCNsaNG4dQKIS33nrL9Fzusdz75JAL+u+77z5cdtlluO6660Q+hhTI6PHnzcYl7RbKZlraJI7xxfk3tgHhWvt2DcGcgOFofx9rNwm79Qvbofpnfxgmx9tM3xWpuBl9u5kMEHDeN++HH7lP253OztDm3EztVByt++bSjm/6ABDxhQCCrdSa6NareBwHZeG0oXj2o+/x2ZYuXHfYKEuhKp+q6L34WbQku9EeT5qo/mUKf0uKWNBsjWursxJKIgItmG0h6axApVIJAIyqP9Pjb0X1tyHu15VIU8EvUNihP2HP/jh+jyYA9M2DVvXn0Xft/6YBne6fSyTwVP3FhEBBtU6IthvlHe/872tjvA0I5M/D4NJKmzbNVbxtuR5/kjpuY/8x1spMAOGNCLSvMULvaUb7AOCYdcSuNUcLjqfSQNQ51Z+s+HdlspTglHNxQyC7r/GEQJl55wPL+Akgq4p/yK+axP0QzK9/aHk1Ep3593VE9e8sgupP3KetWoIA/mhUY/Snn0wS8sb5Saj4c4VA5bCDRAWO2ddPqR2K/tEKfNvVqj/QVYbqsP1WTuPzEeKi33e3I5rOAJF8ktpuj7+uL2FR8XfYlshW/AH9Xp33K+SIBnYYTEo4TmiqFtOS9JY2zRSkFwtTxT+jQTOKPnTFP+DLAMQWYifwT+Tuw5RoG3+dhSr+ChQceNhszF/wE5RV5q+hOaeegkljx2Pp0qV49tEHceypZ2VV/ekA/bzzzsPQoUOx66674sEHH8w+rk+NYEUNc8vjjbOTKZgHZJMUjJ1irXZ0dBiJDJrqL0s3gP47Vz2XR/UHfGQNnbpG7IXYXV3ZiVSMbkAqk7FMNDmBM0/SAaZNm4b+/ftj5cqVaGtrMx7/6quv8MQTT+CAAw4wKvoAsHnzZnz88cdobW01HispKcGsWbPw2muv4b333jMeT6VSWL58OSorK3HEEUcYj2uahrPOOgv33nsvLr30UlvaBG5CTo8/WXHLCuYIOvOks5BJhMzj9VJ+DIg4uZlm7ZKCXd2dlCMXUv225kcba6Wc2Rhffd9uZYxHtWWqWHYq84Ae+OeQC/y5gl22K/6cwJ85B3aTFFFm9FdrImaq4uWujYbyMP59yQFoue5QnD2luaDdoEZ/vxu7202V3PIwfyoAj/YKkM6qAuXLcZhcMQLY1gB8NSZfcWPGabkh7me3fUfhjBIKU1R/OZR8oGd2kKMRXVZUf1ntRsn8tbIx3gaE8pXZYWX2ko+8iv9WTt+uHXFRwNyLbjCOAIFxoiq/imf0A5NMHufVwbYEUXET2CvIwD+tZRBPZ5XwHY4oA8wVf0MIlBmnVhvl3y+ihQJ0IqH0Q7wdCOVHfw4praL66k1Uf4vrmfx9dSby309xVH/r33Rdqfnz5an++ffs5up22N8r/KpCOcn8tiCxhEKCs1YndtnXaxkFfzrodAwJNersr6/HOGqhNOym8ue+M5VALJMUpPqr5h5/zjhR+yKY9LXeRgXpzlh/bFsCNS3JYeIRAPwaPSaYlyQE8pXqTEbD5o54wf+2diXQ0pUy/vuhI44fOhJo6U7q/xHPtcdT+ce7k2iNJS3tbmPsbmyPoSUWpx4jR++RKHTVqQowZrc9UMaMmVQyARx33HEAgM8//rf++TU66H3puT/hmWeewZ133gkfIxjHSzbwKv7btm3FWWedhSljhmDqiAaccfRMvP+ueRJaV1cXrrzySowYMQKhUAh1dXU47rjj8Mknn+jrzb7uvbffwF6DqnD/735HBdIAcNYZp5t8nFzr97p16zB37lxUV1ejrCz/W7IS4gOA7q5OLLvqEjQ0NCAcDmPSpEn461//alo7ANx3332YOHEiotEo6qorcfZxP8I/Xn/FsJtKpTD38AOx78gmfL72P9S+d//990NRFCxatIiy+eSTT+KAAw5AZWUlotEoDpy8O278xSIkEwn44EMmk8G9Ny/HT340FzPHTMA+TcMwbdfdcc4552DLli2UrfXr10NRFCxevBiPPvooJkyYgEgkgvPOOy//IlK0MpOGTPRaxd/v92P58uWYM2cOpk6dip/+9KeIx+NYvnw5FEXBLbfcQr3+9ttvx9VXX4377rsP8+fPNx5ftmwZXn75ZcycORMLFixAbW0tHnjgAbz//vtYuXIlysvzWbSLL74Yv/3tb7Hbbrth7NixRoYsh2HDhmGfffZx9XPzIKPHn+fMpwRv0PRsbuCw/qPw0Lr38y/oqNJHvdhEXqmbnqFM9fdHSoWVuluTMSTTpdSNpDwQtiUWo4/TIvt2CVV/AQc5QFSyk1oayUxunnOGUrS107drFiK06tu1Ke7nC+hUv+y6WpMxk+NNViZUVbGk15IIIoQEIcZoUmuPlqEszb++SiyUuklnPBOP4LTGSXjnzTX6MVmHu4Sh2sbTPQf+UYuqYQWnx18X7KLvUlYtBIVAiftJ6vEHiqH6i7UF0YG/aMU/e0wi/ztIaWkgkL/xDS2zl3w0kqAM1TbEjOiqk1DxN64Dp9U2Rv0b0GmxhnaJQ+0OM9U2jlQ6S4t1uFaAFgLNrZVlB9m1yVYyW3Kq/owQbC1HSDQa9FmOCgz6VOq60gAgmK/ijq6sR+vG/HuQgX/Ap1jatdpDSi0q/sUwjgCgXyn9+VQFqCnJUf3lV/wVRUHYr5rYQRSTUFqPP71f2jXrU+kqZzKjYfea/jil5khc/Z4enAjtPyk6AR3TusXE/ZhguiuVRGcyN9lIgOoPlb5X5yYQKLRfYU9glN7XWhOxvC6OQLujHwHkPmkuoRlPm8cE5/y1rV0J1P3yRVvv0Zv48kp+K0lP4n4AgGQQii+lU+41Bf5MyGhXrqqtAwCq4t/R3oZfLlqIn/zkJ5g8eTJ+85vfUHZ9qmJi0eTH+eUXdPaJc9DcvxE/+/ml2PTDZjy08g6cOGc2vvxyvRGAp1IpHHbYYXj99ddx9NFH46KLLsKXX36JO+64Ay+88ALefvttjB49mmESaNAYvQOr09DR0YFp06Zh3333xZIlS7BpU35cOH/0oP7/xQvOgd/vw6JFi9De3o677roLhx12GJ577jkccsghxnGXX345li1bhgkTJuDaa69FZ1c37rpnJS44eS6uvvVO7HHemfD7/bj1rvtw5PR9cMV5Z+CFV98EKiJYu3Ytzj33XEyaNIlih19xxRVYunQpxo4di4ULF6KhoQEffLQWf3rmKfz055dDraxAMpHAgyvuwoFHHYHpRxyKcCSM9f/3MX7729/ijTfewHvvvYdgkN7Tn376aSxfvhznnHMOzj77bJSXl0NRsp+Z0JhI9lWqPwAcffTReP7553HNNddg0aJF8Pv92HfffbF06VKMHz++KBtDhw7FW2+9hcsuuww33ngjYrEYdt11Vzz++OOYO3cu9dp3330XAPDhhx/i5JNPNtk69dRTt0/gz8z8LDTT2ApccT/BjD+r1H3OqH3ygb8GYMsAh0FCLovOBv7OabZ+jjO/Nd7FUdS2GaAz83apir9DET4ACDBKie3JuNBcXGOtXPpuhnHm7Z6DbCUh6zi0JLpNVTw76sM5hHwqOlJBo8rPJn8aI+WIJq0q/lZVPPrxHsdpJWlavhXV1iqRUWmhqm1O5tn/nVAVf4k9/tzRnxJHdOVsahojniRScUsHEFT8SGgp02uGMtWS4m3Se0VtRpDqz1TR25MSqP6M0w3o1fl4bv8hLgHbQqBkxT/JFxez68yHFPr32paMcyr+NgMEpuLfmtt/mMArGvQh5FepQLo6wt8/gGyArvl0Ngkh6gcA0IBdKurwr+DG/GeJEWMOLVp/AOs2pFyLUUkBjRF2/yLBVvz7V4SNa5lsO8jvFWKU/Nx6CrYFidz/QVL9aV/FSY9t0KcazKgEJ0khJJqs+eDTAkgr+v4Q83VQgbRtnRFG1R8AtsayEykcJh+pfU3VfxtGxZ+pottOPjJ6IKKCgYCuBxIj/uYlCRUoplF6Oyqs2hoLUv1zT2kqSrVy3WfL+ABFwzXXXAO/349DZ/8YgM54yAW9d/zqGqTTKSxbtqzo91Q5Ff/R43bHY79biX9vbEdXIo0hI3bBZT87DQ8//DB++tOfAgBWrVqF119/HRdddBFVkJ01axb23XdfXHjhhXjxxRc5I/3YD8s/B1u2bMEvfvELrki8wiQTSPj8fjz47AvYbaB+/z/99NMxatQonHfeeVi7di0URcEnn3yC66+/HpMnT8Zrr72GUCiEZDqDKbPm4fiDpuDGXyzC+fNPQGV5GRoHDMSVv16OS35yMq6+/BLc85vbcdxxx8Hn8+GRRx5BIKDfS1avXo2lS5dixowZeO6554ypct+0dOP0n+t6cT74EAyF8NyadxGO5H8Xo8obcOD+++PMM8/E008/jWOPPZb6TP/+97+xZs0a7LLLLsZj73/Tmk2ikBV/uYF/r1H9c5g5cybefPNNdHZ2orW1FX/+85+x2267mV63ePFiaJpGVftzGDlyJJ588kls27YN3d3d+Oc//2kK+gHg1VdfLSg8uGrVKhc+Yc+QU8Xj9fiLivDQNqfWD8HLM3+K6tgg4Mtdge5yZ/Q5Y5xWPvjdHKervXaE/QA6QMhha7zbNEPbbrXJVEXPUtJSbMXfZhU9qNIOaWuim0tzs13xT5OZeb2/3Szu5+Qc0DOHzT3+xY89yyHoV6nkz3exbdQ6C43zsxrRxVbbyMCf53ibevx7oPSzqMi2ItDifmlO+45YxT+V0ZBKZyT1+PMqbqJJQpIdpNsqdrJBYbu5YxTUBs1VNX8maH82N6/H36D6k063Pao/m3jTZ3ObHWTbwlqaSolrteaCdJVJEtpW6qYVwHmCXbYr/r4AkMl/z8ZeIcAiYAOPbYludCVSzAQYnSFWE6UTqjUW40QB4ncQN68nkIkg6g8WFga0gFVrgVXikRYXtf6NsBX/ARX5dVNUf0kVf6AI0WDBJGEugJSxVvK43O9ONElB2gxk8vtMt6+Vep19f0UxBf5b4lk9GiL5WGtjDzKKH8wexBY/ADGB0VZqr3CuBxJg6oyGXWKtPk4L3I4KqwC/0PLJK13LKPo9SVPxqysvwT/+8Q9ccvlVaB42AoBe8c5oGv7vvdX4w4P34aprr0dlZaXFWsyP5a4P8nzOO/Nn+ntnfyYTp+4PAPj000+N1zz11FNQFMUkgj516lTMmDEDL7/8Mtra2kxCfHamzi1cuJD7OG/0Xo5JMO/Mc6iK+YABA3DiiSfi008/xUcffQQAeOaZZ6BpGi655BIjQFcUoLKqGnNPOQNtrS3429/+lj0HGg449EgcO/8sPHDfShx44IH48MMPcffdd2PIkCHG+zz00EMAgCVLllCj5BUl37KpQEXQ5zeC/nQ6jfaWdrRt3YYZM2YAAN555x3T5z3iiCOooJ86ByTVvy9X/D3ocK9vVyzjTwb1uZ7SGU0jUN/+DbZ2dDheL48+tyXeCfgJRX8n1TbA1DdXytz07FameeJ+SQn9bQHFR1F38jfo/DnwKyoiPuuKFX+ttGAQYFbVtr1Wph+xNRFDd5JWNbYbJAHZazYdBKD31X7e/T31/IBoBVrA72UqKNhFYGsPc7Q7E+miqP5WDIOKSJbq76edebNgp/3fSYSZJBBPZaTsFXyqP8kkEE0SmjVGnNolHe+mUA2+i2+jno9Kms29Nd6F/mn2mhZz5rclupHIUWIdKuXn97U846aN48wrUGxporDjtNpyjCNAaK8wkoRqMms3xu3xtwN2AkhKy2BbPEZX/LOq6rUlQXzXlq8jsokAEsZvPREB0EI9F8noFVyrfcZK86PQMaUcPZCuRFqnN+fWVCDoZUejkkkNkmXATxLK8CvMAqNOqP5cm4LtAwCzr0nSLiHPmz8TAny63xMPthiP1wRLESpyfn1+LVlafloFfPpat8W7AGSoySJ27qu8fa0tGTPpEUX9AVvCYOz937AJCE0LCvr8VFuCsVcQeyXZllkdDeKHqw8x2SHRHk/h821tQFDfA0I+H2p8VfiuoxPICv0qUDC+utEWj+Dbthh+6Ooy7AZUH5JxFQjo+1xFMIy6kiC+bY2ZjvUVrPiTwZx+rf7m19fh96tW4swzz8TPL1mEdVvzqv6JRBJLFl2ICfvshznHnWBpl/eePKp/48DBRuET0ANiAFQP+rp161BfX4+aGjOzbty4cXjllVewfv16qHXNxuOaBg7Vn38e6urqUFHBv4/zJhDk0Dx8pCkpNGbMGADA559/jl133RXr1q0DAIwdO9a0juGj9Nd+kX1NzvqFV1yL9954FW+++Sbmz59vqsrnkiIsK53VI6gIhvH7Rx/BQ7+5B2vXfIRUMkm9fts22pcBgBEjRpgeM6zuDD3+HvIQpaMBRTjzEir+OfVLaRn/FFlx6wQC+c8woKTSlk0rZz6U1gT7dmkHuTNFCnaJ3PR8ujOfvcm3JWOIpxRaj8DGXFxjrZTGQTfSGU2vvApQ/U0V/2QMsVRAqDUDyF4HhGjbF7HvjH9HEUXQ50d5mP/5i63E8eZok2yBtliSykxbBv62Kv4ZStnepzqrWrB04lgqI2Wv4FL9JVb8eTRbGXabgjUAPqOeL3MS+HOThN16ACZwTbMOcjKTRlsie/05DHwN+mjGj5wEdWsyhnhKpX7TZYGQTcE8jjMvqNQNEHtQ9jy2cap4dvqWgez+k6ID+M3xTkoINNdjXVNCJ0rZv0kY11Z3GYAN1HPV2ZnvViKiVor+QIHAP2iu+JsZR4Wp/rs3leN/v2sDAMwam+8pjjDHdSfZJKHDvaKHfnxXKv5OA39i706m5exr5B7rIyr+yXCL8e+mcKV9u4YYcQDw6W0m2xLdpsq8Paq/VcXfL4H1SOuBGMlyhxojebt0QpPdK/zEnqaqCmo5ApckQn4ftsQCQEi3EVB9qPYH0JX2A9l7eED1cYUyCyGWyiCppQy7ChRofj/g16/bfuEw/D41349NoFDrLukWpNIa7r75ety7/CbMPvYE3HXXXWiP533MjAY8cO/dWP/ZJ1jwiyX45qsvkSjTP0dHthD39ddfIx6PQy0xC976jcA//5jP59Or88xrSVo9S7G3ep2ql7yza9VM5yGVNrfpAUA0as0W5Yn75f6vV9b568n5W7y15z4/OyUg99LPPv43vv7qSwA69T6ZTBo0/9xxPH+OZSe8/fxfcflZ52Lsnrvj59ctRn2/IRjTVANoGg499FBkOHR93rnI23Wv4t/rVH8P4iOvAP4cbZk9/kCeuit8MzWotnlnbmuik+qzHGQ78DfTd7fGs7O5SepcyCZ9l+mxbSdVcoVvenQVna3ildukMLO9sC2GCA8rRGiz4sYECdviXfp4OR8trmUXrLhWWyavqF2u6o58yK9yK0BWzjXbo0/O0S7hON5kK0Du/XgotRATzPf454/TlbrF+2vDTMWfbSGQyQ4Sns3dQ+IRcFbJIz/j4FCD6flKzf440bxSd37/yWgaujNxIaq//vujA80t8WzfLvFbsRNMK4pi+l23JcxVPNuVeVPFn0/ftR8kqCYmQSxFt1DYoS8D2e9Lo7VWtiY6KZv1YX2/IOnvQJEV/85K03ONqn6tOaL6W+xNJbypIqy4Xw8ioA+euCfmjG/Ez6cNxWmTBhmPs3tFLCVnD+LvFfL8ioSk/Yc9Lq9zJGaX/Hy+NHE/JqrS/aOVzu1S9+tu6ppWoKDaRgsdT+fI6McXaN9hdY6oEYESmYQG64ii+tv7zvQgie6FzmigRqr5bdo07BIVVw30OQ1mGR+8SnuhHn/yud/cdD3uufVXOOzoY3HD7XdBVVUqaZDWNHzz9ZfIZDI4/6Q5mDx+FIYMGYIhQ4bgySefBABMmjQJu+yyS9EVf4AfpJMYNmwYNm7caFKiB4CPPvoIqqqiubkZigJUZFsPtm3bakom5CrrdkAulR1P+MWna01tFP/5z38A6NpvubXn1sli3ScfAwCGZF+raRo6O9pxxXlnoKKyCtdffz1Wr16NK664gjpul112gaZp+PDDD+m1Ev/WNA2P/f4RhMNh3PnYU5g772zsd+BhOOiggzF48OCiPnvebi5TQV/XMuEF/tsBMnr8qRu0rIo/cwxv5q4QfTeZd8raUjEg1GX8PVBSxT/BOJ22nXlGVbslEZN001MsbnrOe/HZG2lLvJsrAuZI3C9FzLOOd6ErlaTW6qji76cDfxJVft2RVxSF2+dvFfizjigl7sfp8d/WTQf+VuJ+QR8/AcFT9e9mVP2dKPoD/Iq/DAeZdLx5VFvhir/lbG4BPRAAg4L19EjRtA/9wFdSLmiTTBISS+zWuqgA3TE7iLCp03fpxJv9wNdMy2fbguwmHnkJTRlUf3akWGuiO6sH4jz56suNlWMZYhxV9WE1dKBUV1oc1T/QRdBYu8rQ4NcTSlYJv8JUf36ygNvjX6TGSA5jG8rwxKkTceNRYykxMVZQkBUYdc2vEJxAJGuqCMDqjGR7/IWnihAV/yT/uh3gJPBXzf5Ka4JuX6kORexNIMq9ltUZYcf52t0rGB+IHhEo2hZEJx/ZtsRCNHkeFMAUoKe1DB34O5h/rioKNd1JfzB/zYaz89l51f1Cl13uqXtuvQF333I9Dj36x/jlzSsQyE7LYqnuc044Bb++50H8+p4Hcd/Dj+Gpp57CU089hQMOOACAPrbu8ccf1/1WBryKP6BXulkaPYmjjz4amqaZhATffvttvPLKKzjooINQXl4OFUDTwMHw+f147W+vUMmED999B//4xz+sT4QFaMFAukL/8MrfIJnI31e++eYbPPzwwxg5cqRB7Z89ezYURcGNN96IRJZ9pygK2lq24Yn7f4vyikrst/80w+6yyxbg26/W4457VmLRokWYN28ebrzxRrz4Yn6axLx58wAAV155JeLxfLGSZBlo0NkUiqIgk/QT145GTQcoBrwe/6RH9e/7kNO3W5hq6yTjzwYsibSGKGtXJEhIMjcKwpEdVFppyyYv270t0ZUduydQbWKqbelcfylA3aBqbDqz5hE53Uiko0ZvLABUi4rw5ap4Pjq4tet4s5XMzbFOdGTotdkNkoAc1Z/vLNT48yrJ5WG/qTJv5VwrikIpe5NUf16PPxv4WzneiqKPKGwhXh/0qQblN8oE/uSkAKfVNl3dOk9Bi5mceadVvMKq/o5GdPEYRzKo/oTddEbF8smzcfLrv9cdle+HIVxvHdhZIe/MK3owme3T7FDbqQSZbXE/VdVtpv1GC8+2eJa+S9i1//tj94oY4qkSsRnabOIxkQv8NbERXcwe1JKIIZZSgYjzxEfObjIdBLI64K3JLmb8qx74D6+lbbN/kyB/6/4NozBq7A9Ys6EV2NSM0vH6fmdJ9ZfV42+z4m8Fc+CfkcIkJNfDmxbACzB6Anecn+D0D4D+jNzJRoI9/mqCfz8eXFLt3C5V8ZeQeGRsGkKghF1HVH9mAghPCNSuwLGp+GFMKyECf5vfGVuZB2AK/J1cB4ZFTdVHIzIIZQN1bsW/B6r/Y7+7B3ffvAwN/Qdg8r4H4IVnnkB5OIDakiCSqQy6AmWYvP8B0DRgxOgxaBqmi78NrooYLQtPP/00AODQQw9FQ0MDNrRxtAYKVfwLfPb58+fjgQcewE033YT169djxowZxji/8vJy3HrrrdnPoiBaUooj587DM4/cj1NPPhEjdp+Mr9avw58eewjjx483Vcl7Ao/qn0M6lcK8ow7BaSefiPb2dtx5553o7u42RsIDes/8pZdeimXLlmHq1Kk44YQTEIvFsOKue7Dlh41YfMtvEInq94gnHrofLzzzJE45+wLMOFDXkrjzzjvxzjvv4JRTTsGHH36I+vp6TJo0CYsWLcKvfvUrTJgwAccddxwaGhrwr7Wf4uk//AGrnn0Z5eEazJ07F08++STOOX4WjphzHFKpFH7+6gvo6uqCHeSvPS/w36kgp29Xfi8eG7DwBHOE6HOaiigi6EK36TV2K/45SmyKofonMmkIz+Zm1Hc3x7r0zZ9wkKlKZFF2FdMNOp6ihX2EbSZi6E6mqARFSPUj6rcXLAV8KlVt2xzvRFcm71AHFJ8tYbEcgj7FsuLfFMo7U6yifjToK1hFJwN/epwff5wWe6wVSoM+KvCvjOTXFSnozNuvMADmOdqxFOPMS9gr8j22YtXBnvp2ndolHe9kOoN5w/bEvz/3Y8lLnwLpIAJNDqp45L6WChqBf5faYjzsU1QxxzsX+Ce6TYm3GicVfx59l9jXbO8VnGpbIp3R9zXCSbZNC1ZVut0q0YV4KipE9Qf0aydJisGm2qmKW67iP3lwlZEsUxRgarN1UEZes6lEANNC+2DNt+sB5PcIS3E/Bz3+eZv571LTgLY4sT87DPx9qoKAL6+/Y6L6S1L1z2Q0inIrWlAw2EGSK/68diMnSQpyj9UsAv9RFU5YR7l2I/K30inGTuSo+uttQYLFD0Y0uC2RHdEJ2q7dPciU0MzpHBFJQru0fD1QVEBOP9P7oUWp/gTdmnMZ5an+5ud6ovr/+8MPAADff/sNrv75z0yv2XPvqZi8v17RJ1l0hXSD2OS9X1WMdbCHZbTCffx+vx/PP/88lixZgkcffRTPPvssysvLccQRR+Caa64xVOhzb7nwl0tQEvTh+T89gz8++yxG7Toet9z3CF57+mH7gT/DeADya118y2/w50d/h+uvvx4tLS0YP348Vq1ahYMPPpiysXTpUgwfPhx33HEHrrjiCvh8PowatzsWLbkR+0w7EBqAjz/+GMuuvAS77jER51x8pfG+ZWVleOSRRzB16lSceuqpeP7556EoCq6//nrstttuuP3223HDDTcgk8mgqf8ATDngYIQjEWiahuOPPx5btrXipptvwW1LfoGy8kocM/soXH/99VyhROtzkI+XckhpGaQl0v29wH87QEqPP7e/TUwp11zxl6MdQDohUaUUXRod+KuZAMpsVppya0kx1fnudFKIZmrQ0YgbyZZ4l0mEp8b2TU8BUuQNOm7q8Re9kWrQsurX+c9fE4raFprjVfxjWj6jXBmwbxPIOpWpoF5N8NEBeHO0zvh3ORP410QLTzrgUUkBfo+/+Vjr5yojAXxDqPbmhP1Ym8m0hq4kodTt0JkHdLq/EfhLqvjTFTfO6C8ne0UP+w/gcA/i2A0pYUMfxFkygTgmlZ8q0eVvMR6uCZTarjbRI0X164Tt260Ihm0pagPF6YHY3n+YhGZnKoEuJkkIOKgOsm1BsU7EUmGhPRjIXpNEkPRDejP1fANR8f/d8bvjrre/xOmTBmFYkRX/ZFpDB5EEzP2eIwEfV7DLSY9/jj3APr+NSE6K7hXJrIAWK+7nVCmfDfxltO9wqf5SevzJJCEnoSmoMZJOBFEWCOmz1nPQgDEOAn/j+yB0RlqSXUK/E167o1HxDzhn3LCUfA0a2hJxPfGm5r83u3sQr+IfSwUpJo/twN/4uhTkgv2MFKp/9h8Z1TRGVYFqaBHYpfqrioLFN6/A4ptXUI83VYTRVB5GKp0xxDwBekQu+VarVq2ixpGzv3fyPqooCq6+Jf+eGY1O5nXGU6Y9KhqNYsmSJViyZEnBzwIA0ZJS/Pr/rcCdd9+NtZs6jPWcNvsQ08j0V1991dIeaRPIp24WXnol5p17MQBg8fU34f577ixoAwBOP/10nH766cbfH37XauwRmqZh1KhRWP35Br3VBHRuZ+LEiRSlP4cTTjgBJ5yQn6ywuTOB9Vu7qLXOP+MMTD7yON2mAkwYUGm8J4nm5mbL5AuP6g9AL2pKgtfjvx3gRmZetyuWUGD7nZNcBV6x6mBUM98swmnzvO5iwKvOd6djQll0/fugb1BbY/QNWoHiUDCHVuBnafmiFX8A+KGbrjjarTbm7dIV/zjyG2F10L5NIHcdKFlVbQIpP/pHqow/y5ge/9oCs7kB65FYucDfSrBLVUD1zbLoxygBVxEJCHb0HskMEHLmCbsx0zi/Hajiz5kAkpIs7ifLmadESwnHOxFoNf5dFyqHXeQrbvTvmqLvhuy3xLDiWvkRXWRCT8yZB4AWJknoU1T7Pf6cin8sTeuBOKX6k9/VJi0f+JepUYT9+fc8eeJAvHH+vjh98iAUAvu73MYZ/amqCreCHy1Y8efvL7xWI4BuNyo0zq8nkHuQucffWeBP6ozE03LGlHKp/lLG+RXWGRFlMqXSGqb0a6ZfECt1xHbjVfxbkl3iE4gAptWm20T1t59QMPsV7L4GADVhB8UPU8WfUfV3EKQDoIKktKbRVH+hir/5WD/ya7Qt7mexlNxXySYSqIq/pVXztc7+Ta4pwyTzHP786Oo8NCqQdVAXMh1nqPoTzxc6twXt8qYFUO9r3y55BDuBgH1PZ3YV+IgQ3Qv8+zik9/jnhG0yYs48e4wsIR7ymKhmDvIjGfvOMUDQV4lNv13roDZ9R8JaAOXMbmF68SqDYdvVQdNNz6DkiVT8CXZCbq2xLqHKIGCm+v8Q60RCyVe+qx1U8AAiWOyoop/oqKacZ7KyDhRW6gZ6HsnnZEQXAPRjhML6V+SDIrbHVlbgT9o1jfNzTdVfLJjWNL0ywTKOnNxMycRikkPfFa/4E2N6COp4v5D95CO/4kZX/B0HvUzFn3WQnVH96d9BC9OW4IgdxAQJW+PdiGXoaomjij+jB5IB0WYVsJ+kATiBPzUBJP8ZePuFVfJQP5a/j1RwJoAAdMJB1l7RnUxTI0VzPch2we4VyQybzBNsC5K0/+jH0QwO/f/y2InJjIbD+o+iX9BWK22yUVua1q2wOynHzxEM3Brv0s+BwB7EMgkBoDURp/aKgOpDqd9eAoQtfmzLiRETa3Vc8Sd8wAwYqr9Ij3/GfGxAyX8GXuGgUI+/lXhhLqBVOSPr2NfwwGqQhPz0a8ljmfy84yCdqs5rsoNekurPf96WXTKhkPu/oF028UHaBgQSKsS/fUr+d5jI8McjOoEX+G8HyO/x59B3HdycfKpCbWSJNKfHT1CpuzRTZXq+jPNYMfBzqvPtaKNeI4M+1xLvhoiwn2GX6duNp+kReXbnXfPYCdvikgIPIvGRzKSR9OUFSpx8foBwALc1oFTNBi6aAmzpT1XFBlYyI7p6qPhb9f/nK/58J7hQFQ8A+pXRjk3/8nwgUrCKJ0TfZap4Eiix3L1CYmUM0PcKKQnNHtgJoiwCJPm/sYaw/WCSJ67VnqQd5FqbVTHdLqfin2Yr/nap/oruxFITCGJCvcBATgyVSJLGaHaQT1FsswiA7Lm10AOpCzpjiLHVdVIPhPw984J8q+CePZZEZZa55Pep1O9lqwt7RSyZodqcgn5nvz8T1V9CxZ/POBLXLulppKg44yiDM0ZOwvjKJv2B7hJga5OYD0QkHttS3SBHGtufbJRrHyB+f/Eu/RyLVvyhUHtQeyJmSjyKthBuiXdlVf2JwN+2uF9uDUTgL5Xq7wMbFoaUIPE6HtW/QMXf4inSjlXioNDp9vtUahpSNVMsoWRumGSe0yCdnUBAV9AdmTQlE4C8ur+IXa52gKBdfsVfxlrzB5KJsHjaC/z7NOT3+PMosQ775sjAP5Ux9e06U+rOH1OSqjRldasz/WzbBIi1EmMCO5Q8fTesBihKaDHg0XdbEjQltjpkL0A37LJ9uzIq/sxaWXExGRV/ANDC7ca/GyPOHG/jmk0HcVLVEahtGwWs2x3oLqeqYkOq6TX3RPVnq+855Cp3rFhgDoV6/4HtU/EnWQimHn8JlFge1VbWBBAZLUzkWpLcfmCxKh7i/GCyMVph3y6n4taeZhJvjpKEigV9l0g+2kwo5CcQkCPyaKqxk73CVPFn2FFVwRJHzA+/qloG/vUh+98VYL5m6Yo/Efhz9gUr1hB7LIlcxR+g9xq6x98htRnmir+MaQE9VfxFk4Tc/UdKxZ+nRyTGDkqmNZT4g3h2+k+BTycC6/YE0gGxij/RvtKZpgP/ATb3IEXJFmrI33S8W0/uCiQfeWMC21MxCX4Fyw7qQlpLU21BdgN/49Uk1R904B90EPiTCQWVZEplVITU/PnmXWKFrg+rqj1ZcLN6TU8092E1JRhUFcHIuhJT8pKq+Euj+rMV/+LaEgrbzP/bGOdHVuZlUv0FK/48PQIprAfiMD/BLulKJTmvdgYv8N8OkN/jL6fiD9DOUTKjmZS6nWXR8za1tB9njpycf7KjEuWqQI8/QN1MO3z5wL/C77CCBZjpu8IVfzqDrtN302L0XR47wRT4O6z4az66zy/SYfxzUIkzhgbpAEa0UoRbBwPdeqWVdGKbq+nECjurm4VVxa0kW+kP+VUuJa+niv/gqqjl36qqUL/BFkl9u1QVz9Uef8kVf0YIzHHfbo8zv+2vlVqLhVL30JJa23b5FX/xKrpfZR1kMyW2Ouig4g9QCb1tCbotyJkIH9PjzzCO7K7TsOtTgFQIvLlTTWFn+08hqj8ZmPMCeSvWEMBPPJYEfbSorcVI0aDD+zT7vjrVn6j4O90rmCDd1OMvQdVf0zSmMu+04t9Tj78gOwh6kJTJKEC8xOj3FkookK1GABDIU/0HlNhPaLF7hQYNCcSpaUG2qf6cdsfWpFk02P5a6YLC5linSTfAr9gL0nm9+GnQlVG74qoAHQz7UhEEEdLPRyJC+RK86n4h3SDroJ443uLwnmJen6qgX2kI5WFzsYu0n2ZE5ZwG04Ur/k6DXpK5of9fBtWfXKvG/J9932LRkx6B44o/8W+yraQ77QX+fRqyA/T8bFzxhALbj2cW93FCcyOreBr+396zcVj1JOCHgcDXYwQy/jlnNk/J7iaUumsdUEK5fbtMMG03QAeyDjIlAhZDjKH627VrnNY0U/H3i/b455gU/B6+5jJxxzuRzqA7aVbVBnQlVDJYmzqkuqBdqwA+V+lXFIVbxWN7b1lMH1ZjrCPoUzF9OD2SJWLhzIsqdecQS7rR459LEgpOAOmR6u+04s/r2xXbL3OjP3VjYW4f6chy+6wjXuKxLSWm1G3Ypei7naa2INsjAjnsBFawy4kQqK7qn19rWssAwfzUFieJDyB7DjSVuweNKHPGEGOvWXK0J1Xxt0n1V1XFtJewOiXk/iajMg+wgX9GesU/xlH1dzIij11LKqMxekSC93/IEyJmj0ky2iX6a5wwWPLBtA/8a2mATao/kCso0Nda3NdB/W2b6m9MICASmilZxQ9aCJRMJgBKQZo8D7wef03Jf18+RXUkCMdWiMNaVGcgaSoVRLL3OR8xRo+Hoqj+Fsc7rSCzNtmKvwxafsbU4+/QJvFvqVR/yq5G/Z99fnvaBFiqPzE9KpPWhXMlwAv8twNop1s8M8+v4sloIciYKv6iGf9kJoOA6sMB5XsCG4dmqXMOg4TccUk+FbzOgWCXn1Pxb5NAczOPvepCdypJ7Q52q2OKomQrY2TFrVN8rblrMsEP/IeUFQ7ErUC2fCTSGWoEHunE1peF8MC8PbDXwEr8+sgxmDSocKLBirJPUvx5znxPFf8BlRH86YxJOG2vgXji1AloLKepx6Sz746qv5wefy7VVrTHn+kh1vcK8bYEtscWYKp4TluYDLsKBkaZ6zflR/+ogKo/Efi3pmhnVobGRiKTRlemm9orHPX4AyadEeG2BKbiDwCI5NuCnJxXgPgNsRNANGCkw8BfURTLSjgl7sfZKwqJ+/Ger4zQf1slDkSo/uxeIaXiz1L9Tfd/J+wgei9g7UopUrggRAxkmUzMOShU0e3ZroJSxfw788FnW+MHyH4fmkqxCdOBLuo1tlsIqTGlOvTAX9SvoNkJnakE4M+3OvgV1Xbl1Xi1xj/OLoPAsEtVs0HpXJEBL/s76ymJXgyN36rH3yklH6A/jynwl2BTVo8/XUXnifuJMwlkVecpm8z/2edt2SX+rULF4NIqjK7ohz1q+iPss9e6bIXCdzMPrkBKj38PVTzHgjlMcGbu8RfLoidSvMy8wyCB43iTqHck2GWujLWxVH8ngl2Mg9yRiqM93Um9psqBdkDApyJJKAVvY2YDOx7nB1Cq2iSGl4tT/eOpjDGvHjDTZY/foz+O36N/UXZ5Abyi9Ny321OPPwDMHNUPM0fxAw0r+q6QM2+i+osH0/zRn4IOMrO/JJh+YMfOfI9Uf6cJBdW43narGIgvOom58F0Vjr4zXt9ue7oLCOT3DkdVPCbwB4BOpZ3625GqP0DZbZPhzPsUPfBI+fNMIyLwtytYloOR2O4qByro76oybH+cWg5Bv4IEZypStIe9olDFH9Anj/zQkadtmyr+FknGHa3iT2qMxFO0xoiqFFYstwKXHZQRYxyxdnkVfydFFXbfSjJrDfgcTish7JagFK2MCHGp4lALg0zo5Xrlg/nAvyIQsS1ux9srOtLiVH9dtJQJXEJ5dpAj9X1FgaIAGmfsHuCM5g+w1HDNEITTnyMCfyYB3tNXaPX7IS+7YlgBdmFV8VcUEao/HUzLrnZr0G1SaQoZCYXs6EFR7QC64k//n33ell3mQLtjPouBV/HfDpCt6m9U/GWMyKGCdE7GXzCLnruJShEC41BtSdQ7mM3NG+fXnopRY3cc9c0zlXkA6ECekudTVJT4C4vYce2qtN1tyU5qrY0RgeQHj+qf9qFfVFDVH0BbjO7D66n6Xgi8AL4s5Kc2c17FzkoUsFiQx7syzi+ZdqHHX868a1VVKIc9kdYoBXCnzjzbFkT+X7frtIUgb3dK9Qj6SccjusyMoww0IJC/FuwKdhl2MyqQya8ppuaThEHVj6jNvcLPSWh2pGilbseq/gDVbkX2LQ8sdSbEZ1yzLfUIKcS+ua1B6Hdrpb9BBvZVUXNVpZC4H2AWAm0op/dOqySj2F6RP7Y7mTZG5QEye/zl7j+AuYoug+qf39fEkoQsO4HVOZKxr0U08++sSnX2O8m38BDXbCgf+DvR2OCxHjvTMab4IaBdQrqUxFqd+sIKFMuKf8BxxZ8OajMZMvAn7DO/iZ7GaBYT1FuO/BOI1qgefzLwF2kfIP4tq8efPT/mMYHOQH5OhvDg2C5XiNDieVt2OUKEsuEF/tsBsin5/CqeeMVNv+mJV/y5mXkJ1UHj3FmoPzeIBL1EMN2SpOftNjmgrxpztIkfcjtajX9X+O2PxzHsEmv9Pr4NUPNv4mSthvPHqfgrcWeVCYC+tshAGei5374QrAJ/Ek6o/nbet6U77xRJ6/FP0VU8Wc58OkNnu2XpjMhmMhkVfyn9wHm7e5Q349JdD9T3jc39gZZ6Me2SdMDS8XQs2MUo8JN9uxV+J5Rgc0KzU0IVz0jEWLRbOa34kxNAzmg4HEprP2DDUKClnvqN2IUVs4MM/HlTRMrChQP/ulI60G9i2oLcqPiT56E7mUY8LV7xN43zkyHYyfy2THuFDHE/wwcS8yu4FX+ZRQoAEc38O6v2VTq0m0u8EYE/IcTb6MRX4fhAXRkZqv4q2PHDCOUTmmK0fH7wH/I5IzWzltIWFX9VUahxw/VlhROyVkG9DFX/QqAq/ho/iWEXZlV/4jmnNpkjM3p9nnhPh3apIN0cUAtT/bOMB/mTDdyBR/XfDpCt6i9rhi3AzMblVPxFZ+PKpu/qRvmO8BAHSt28vt2WVCcQyJ8HJ1V0v49w5rPOdpcvT/erCjirovt9KrXWTcmW/JMa0M8BTcigr8XMawoknU1gAGhHrTXGBv4CFX/OsWzgzxvpVwzVvxDINbfHJQX+bBVPgjNvCtBNSt3OHe8u6PRSU4+/a+J+oj3+QEoDFo6egesfyX9nTtoo8mtR4MsEkfbFqef98KM84GSGPVHFy1bPk4E8fb42ZP83zevx16t4+YSmo4o/p92BRH8HjAeAvtYbffXQvh5t/C2SJAxbHEvuIbzAv6eRonXM86bA36riLzABhNx/OuJpypllRxcWCyrwl/SbNo/+lCNayo7eA8SThOwxyTRd8ZehXVKSqQKr79cUtO+rAIS/kuQzbpz8/nisx+5MnLLryAcifatcW1A0v68Fe6iWW0FVoN+FNBVQ6D6esMPAnw2yUxYVfwAYVBlBWciPiF9FSQ9aILzgXVXYHn/+sQIxOrXmVEY8kGZtZtigV0KADvASCuJMAr19gNU5EKP6G7bJ5yX0+Gsulfy9iv92gJTKmFsVf1bcj+nFE+1vS3KSFI4Fu4g59mU+JvjP6KIYtm1yHNmUlgbU/HlojDqYFpD7jEQWPebL3/Sqg876eHj9wDmElQh8jsSYssfEo9QsXwAIJSpt2zOOpSr+DNVfIAgvquLPVfUXDfz551baOD8XlLq5gp2O9yA6oSeDydRzW5B4kMBvYbJ/bskkqJo2t8WUKM5YPHkHOX8Np4P5Kl6/sMj+k9/XtqZbAV/+3DphB3EDDwIyAn8zO0hukhCgGUE1UXOQzwb2LPpth4o/uf+wiVSne5BJ3C9DMo6c/fZ0vyH/dyKtMUwCOb4KIF78MKn6S0p+kGspTVeZZss3Bxsd2c1X5/m/v4HRSts2/Zz2gW4tRgnxOWI98qYFKfnviz0nxcII2jLm7ybiUAyNF4DmwAbvPlVBbUmwx6BfP9b8GCsWyU8OOPO9eTalUf1ZVX/iOalUf8quI7Mm+rycij/9t6zJBjwhQtnwAv/tAOk9/ik5M2z146yDBBlJinwVT64zb8qYx6OI+O1ne3kOMgsnLQS82bgJf96Zrw06rfgrJu2AHKKKfUowQF5bCtT2uvwTGQXlqXpHNgH6OiCdeb+qOHaoAL5TXR7uBaq/G/Rdssc/lXFnNjcj2CmDwpsw0YJdou9K6PFPZujzCjitDubXoibNv7USjnp3cXZzewWxBxGU/HoHgb+x/xCU/C4tRr1GSA+EE3goGRX9SwRV/WFOEooE/rxjWSFQXnW/pofAf1Q/OnG7Sz/6u3enx5+vMQJIqvhLajVipynoooGSk4RcJqH99aqqQgUf+jg/uX5VJqPgrJGT80+29EOFg158aj0WibdBZQIVf5Lqjy4qknGWJCycpHAqxGfESUyRAhmf4/tQoUDQicClcSzHMEv/57UDCLhHAICFP/sJ9spOR5JH9c//WxfMI55zbJOh+msalt+wBHsNqsJ3X38ljT7PxtNO7LJJk5xoIO89bdntBaq/F/hvB0jv8ZdYRWeDdDn9bRyqv4QefzJgGRpiFODbq51V8XJrzSlVMwhoQUd9Y7yKP5ntdkLfNexa3PRLHAb+5DWgfT8YA8LVejb9+2EoUe1Tl/N2898XqYLfk2J2Tyiux9/8moqIWKeTVQAi1rdLVPxTaekVf+6ILkkK/HKSeWSALoe+qx9nva+xzxdvM78WhdNuVO1zVu3O983zf9eOAvQenO6oEkHQwb5m7MFx8+cPpEugKuLXLFvNDgv8vnh7RWmQFgKtL6PPUdCn9nh9HDa6nyHwt0tdCSYOrKTf1+W9oi1OJ0dkjPOLJdOGcDDgPJnArichya/g6YHQoz9l7BWyevzJJIWGmycdhT2VicB3w4FvRzr+vvKMG35iapADjY2eWDwqVLG2IIu1Oq74505t2g+VDGnSfsd98WqBUFA0WP5y3We486alOG3WwTh49+GYPKI/dt99dyxZsgSdnZ0m+3fffD1271+ZnWBA/3fRRRcV/b45iKrZ52Cu+EsIepm/TQG6U/o8S/U3VfwdUP17ZCfIoPo7MtEjvB7/7QDpPf7GbG5xB9k0zk9KfxuP6i83SNg1Mhxvd32IlkQ3kFaBlgaHY8rIZqhQvhctizCcBdNGQsGCSVAXcRb46+O0fHpCwU87yGU+ZzZJh0pLhrFsxMk4+fcfAFAQbnQepFs5jqK99jwaPxv4V0XM550duWUXblTxKHE/hurv1PGmevzTGUr5GpCTfDTvFfIq/inJPf5JTruDM+0SYi2cwLdfwH6rkW63sOPtRLCrp/2n3CdYcYybA4FIxrkeSG9S/dmk4LAa+rOw7BAeKiMBfHTxdLz95TbsN7TGdJ1aJTdLepgWUAjkeWhlzpHjcX7E/hNPZ6RMCsitpz3LFDezgxze/3uYACKyV+TyKNJ6/FXaBwr6/BiQGYr3t2403tPZWgsnCZ21OxKsRw2maKzcF3WU0OspoeA08M8H6QpqAxXYFOvQCxWpoOPAv2DFXyBYVhQFf3rsITy66h7sd9BMzJw1F2XRMP797lu48sor8dhjj+HZl17jHnvLLbegtpZmto4ePZr72uLX4/xYtsc/Q1X8nZ733HhG/W92nJ/jij9L9Tf1+DuwyQv8pbAeCJsu1fy9wH87QE7FP39cKqMhw4ydkdLjz84Rl2CTe4N2St8l7IYRxpuHnY+xK54COiuBRMSRXeozJoNAuJN6vlQR6MUHLG96DQ7ou7rd7HoTYVPgX+t32F/LfM9t8TRy25iVOJYTuzmIUu4rI+YAng38qzkjuip6UOruCW5U/Mm+3ViKEfeTQPWX1d8OsHuF5kJl3pzQdBwksBV/GdolxFoyXebfb1PAmWBXT86846kiQJbJZE4SVvgdJgkJBXB/JoSUmu8DrsjUOLIJMIE/UfEP+lQhqm0x7KCgX8WQ6ii+2KqPGtu1obi9ubY0hB+NbSj6fQs9Xgwoqn9MfsU/zrQaiexrrCaRjMQ/dwKIjIKCqgKyRUs5TCYZbVx5v4LDxNOAUZX9bNvM77GKvgcFadHSSodCxIX3NUWc6g9AhY+a8uR0q1AUPVTkhV0iFX8AOPRHs3DKORehrEL3z6qjAQy9+EKMGDECS5YswaMP/A4zfnyq6bjZs2ejubnZ0XtaLVnkoxRS9bdzjjo6OlBamr//KFDy4/Ek9OKz68lIssul+guyHjo7O6EQyp9ej/9OBFowx+kNmt4kzQq8Mqp4miTdADpJoWnu2O0fqQK2NQGJqGO7VGDBoe9WqM4C9Dx9l0+VH1Ra7cxugZGG/QKVjmyyleU2wvEWodlaBcqiFX+ngT/vODuIWIwGk9bjb6r4O/udmKn+rKq/HHZQSlBYC7Cg+svWGcnI0S7xk/tPLIIBpJBdMoj+wTrOUUXY7SFJOLzCfkBNCUhxqLZVfmfOfH6vUFAao/U/ajPO9UDIedjbuvL7j+hewa/4mxOA8/caCEB33q45dBeh97R630KPFwNK3I+p+Du9pt3o8Qd6YBLKnAAiQWeEpeXLYCf4VU5Ck2yjcEr1zx2X8aPGT/smaiqCqL+wNgUP1LXD2YNqAk59oJyvYmYX+TS/Kfma0TLYHOvs8b+WZBdaEvp/P3R3GP9uTXRhS7yrKBt8u92GLfK/rVmbGa1nJhAPu+0xwQj6gfz1f+yxxwIA/vPvjyyPbW9vRzKZtHzeCrlz29bSgusuuRCH7DECU0c04MQfHYx33nnH9Pquri5ceeWVGDFiBEKhEOrq6nDcccfhk08+MV6jKsB7b7+BvQZV4Y+PP0yLBioK5s+fb/pOp0+fjubmZqxbtw5z585FdXU1ysqY69YiSO/u6sRl/7MQDQ0NCIfDmDRpEv76179yP+99992HiRMnIhqNoqysDMf+6FD84/VXAOgsgmQyhTOOnol9Rzbh87X/odZ5//33Q1EULFq0iLL55JNP4oADDkBlZSWi0SjGjB6FG3+xCMmEPu0inc7gtl//Cj+ZezhmTtgFoxqrMGjQIJxzzjnYsmULZWv9+vVQFAWLFy/Go48+igkTJiASieDcc8/1xvntrJDdtwuYK3kyqui6qr+MGyl9nDTtAObGzwY0Tm6mNH3XfIOqVJ2JVRk30wTfmR9a5izwN4K2WCmAH6jn+oedVdzY89YakzOqzjLwd6HiXxlhqf68ir9LVH+HY4mAnnr8ndllqf5sxZ9VFS7aboEJILIYR4Cc1ijWmZe9/2QywK8mHoGTXv89tAyA74ciNMjZ91WQ6q8BI8vtMwkURYFfVfQgJhkGIjSTqSHkrC2B3A/K2oYiWNGGTYkWYNNgVBLOrYhdUg9EZJQfUFzFHwCuOngE9h9ajX6lIYwpsuJv930LPV4MWCHQHII+1XF/aaGKv1NVf4BhHbF7haTEo6ZpVPAhR4xYUpKCKVIAdMXfOTshf1xjsBZbUvlJQYGEU1+FZD2a96CmsGALUyIMH3xIIz96zw/zvXhrvBt1v/+lo/fqDfxwwtWOtA70ZE3+s+e+w2+//RYA0K8fn6Wx2267oa2tDaqqYo899sDFF1+M4447rqj3zF0lF5wyF1U1tTjzokvQunUrHl65AocffjjWr19vBOCpVAqHHXYYXn/9dRx99NG46KKL8OWXX+KOO+7ACy+8gLfffhujR4827THpIoXtOjo6MG3aNOy7775YsmQJNm3aRK+V6cfPYfGCcxANBbBo0SK0t7fjrrvuwmGHHYbnnnsOhxxyiPG6yy+/HMuWLcOECRNw7bXXIhaL4e57VuKCk+fi6lvvxLx5J8Ln92HJ7Stx4qH744rzzsBRH7yHSCSCtWvX4txzz8WkSZNw3XXXGTavuOIKLF26FGPHjsXChXry4bPPPsPvH3sCP/355QgEg4gnErjr9tsw4/BZmH7okaitKMPnH/0vfvvb3+KNN97Ae++9h2CQTsQ9/fTTWL58Oc455xycffbZKC8v75Vxfr0e+L/44ou49tpr8cEHH8Dv92PffffFsmXLMG7cuKJtfPbZZ7j00kvxt7/9Dd3d3Rg3bhwWLVqEY445puBxGzZswOjRo9Ha2oply5bh0ksvFf04jiAj8Gdvwqxat4wWArOwjbhNnl0p1UEmScE+78QmL/BvcEjf9Rei5KV96Bd21mNr2O1mnNNEGHUhZw4re022EYF/2GHwCbjj/AJAJSeAZwW6qjkjusTF/fi/XbGKf/7Y7mRGDtWf1GzQgK4k4XT4nI8JMrcFyVW/5lb8JfXYyp7NDQA/bt4dD73ehefWbgLSAedMAmKySAB+JEHQuJNhlAXtV/F0u9nAPx4FQFcgBkTEk4TpRAgLm47Fpc/9G9B8CNeK9YTnQPb4uzGJg6cRoigKpg93ttcX+76AmLCpG61GpsBfgsYIe2yc7fEXouTrSKZpm4BIkE7vQW6IiwKQop9A2h0Taca/ur4w/o7G7NP8AcYf4/gr/SPOAv984UhBhVaNrUq+UBEGvyCyM4L1dwM+Fel0Gtdccw38fj9OOGEeueOjtLwCx500H4ceOA01NTX4/PPPcfvtt+P444/Hp59+iiuvvLLnN82+5ahxu+HSJTcZD48dOwYXnnkKHn74Yfz0pz8FAKxatQqvv/46LrroItxyyy3Ga2fNmoV9990XF154IV588UUTXZxMuhW6pW7ZsgW/+MUvcPXVV/OXquSbLEjBPJ/fjxdeeRW15Xqy5fTTT8eoUaNw3nnnYe3atVAUBZ988gmuv/56TJ48Ga+99hpCIf26mn3ifEybNAE3/mIRZs2aDa0shIb+A3Hlr5fjkp+cjAULFuC2227DcccdB5/Ph0ceeQSBgO5Xrl69GkuXLsWMGTPw3HPPGTYB4NjzLjPWFwwG8c9/f462tH5m6kqCGFwdxZQpU3DmmWfi6aefNlgdOfz73//GmjVrsMsueVbZxvZ8a81OQfV/9tlncdhhh6GlpQXLli3DlVdeiTVr1mDq1KlYs2ZNUTbWr1+PffbZB6+++ioWLFiAm2++GYFAAHPmzMGqVasKHnv++ecjnU4XfE1vQAZ9jq3+dSfT1EUiT6lbRrabqfi7MCJHllK3oij5CmhXBcLkHNi0Dw1+Zw4yKZijasy64lGEA86CUMNuVwUqSbpua53jyjN7TbYTitEiPf5WgbIbFX92rja/x1+w4u+KUnfeZncyLUXcj00YdBDfpxB91yTuJz6mlEwS8kVLd6CKv4nJlIGaCRojO8XXqqBaZZhA3WXi+2XMXKVqjjhrSzBfA9DFRiGvJ5yM50SE/fTjzWviVfxlg5fcFB1jGrE4v7Iq86mMZmISOIUrQqAFporodiUVFFwQFwXotgSnezsZRO4aHYpdShr1PzorUJlodGST+oxsQQHAiFJnLTzkOWhKD84/kVERgbPCR18Eew0FfQouuOAC/OMf/8DixYsxZvQo6vl5Z56DG/7fCsyfPx8/+tGPcNFFF2HNmjUYO3Ysrr76anz55Zc9vmfuzM8782fU41P2mwYA+PTTT43HnnrqKSiKYkooTJ06FTNmzMDLL7+sMw/Yij9D9S+EhQsXWj5Hnp0MIR4w78xzECKS3gMGDMCJJ56ITz/9FB99pLdHPPPMM9A0DZdccgkVoNfU1GDuKWegrbUF/3jjNSNYP+DQI3Hc/LNw11134cADD8SHH36Iu+++G0OGDDGOfeihhwAAS5YsoWwCgKoS7CpFQSiiJ8rS6TTa2lqwefNmzJgxAwC4LRVHHHEEFfRnzRjo81T/VCqF8847D01NTXjzzTdRXq7TkI499liMGTMGCxYswEsvvdSjncsuuwxbtmzB6tWrMXHiRADAGWecgcmTJ2PhwoWYM2eOqWcEAP74xz/iqaeewvXXX49LLrlE7oezCRmCOWy/b2eCTmjImc3NOMgS1Hd1u24I5vBEy5xW3BR9E9NUzG7aHY98/U/9iS0DEKp15niSgjkl6Sq0+4mKW3eZ4+vA+Iyaip80HoFV69/Epq0qsLFZ3GYWrVSPv/wKlbCqf8gHVaEDBDbwH1hp1mtgWQF24fY4vw5mRJestiAykSMUnFGONy0u6riKx/TiA3J6/Fm7chKPLJNJY6p44pXMWqUWG5GnQvq6Kx0zNIw9qLOSFq6KRVEfEWcHsT3hThkqrF0Swj3+PKq/oMhnUe/L2StEP0vYcv9xbpc9lmR7iar658De/x1PKzEl/plJHS4UFOQwjswVfymsI82H63Y5AT9++C0gFUSon7PENuU7soF/2ofhpeJMgn7pQdi3MoU3NnwJbBmAwK7ma7Y6FMEPJ/CrwiS+2NJptCOGAz7Esoy2kF/F6HrnbTprN3WgO0n71eGAD6P6lRrrc4KykA8bsv9WFQXLrl2MFStW4Mwzz8Tll1+ODCfaY396kUgEF198MebPn48XX3wRZ511VlHv3X9QM/V3TY3OaiJ70NetW4f6+nrU1JiLXOPGjcMrr7yC9evXm1jaFNW/wBrq6upQUaANjBINRP4+1Tx8pOneN2bMGADA559/jl133RXr1q0DAIwdO5a2CQXDR+mv/XL9eopCv/Cq6/DBW6/hzTffxPz5801V+VxSZPz48Zy15heoacAfn3oSdy6/DWs/+j+kGC2Gbdu2mY4fMWKE2Sbx7z5P9X/99dfx9ddfY/HixUbQDwCDBg3C3Llzcf/99+O7775DU1OTpY3Ozk48/fTTmDZtmhH0A0AgEMAFF1yA0047DX/+859x/PHHU8e1t7fj3HPPxdlnn4299tpL/oezCTlUf6aKl6CDBFdGdElgEQAccS1JN1N27JJznYP8OJ8LRhyEDd+H8Npn24D2GgTHiAfTJalqOvDvrHQcJJC6C/38NRjRvRc2bdQ3GKfXlqIoCPpU43xSVH+Bir8bAleAvt5IwEclv3IztXPgOcni1UP+8SJ2yXW2mpS6nfbCWrduiFXxGHE/aoa2jB7/HNV/B634M58xKUnngAxYhijDsM73KbrTSSARQrjTuWCecQ5SIcyoG4OXf/i3/vfmAVLuQ4l0hqoQWwWmxcBqPaK/Wd74vFKBkXpFvy+HVSC671kxqJyKgALm/b0tnndeZar6S1G0L7D/AAL3f2pMoAsV/+wekZCQ/GCnoKQymj6GGHLOK5Jh7FM7BG9vzrYQbGtA1CE7kU3U7BudgDe+1ANAHyeZqSpqUT30bWFAyejXadCvIqzo5zUa8Dnqwc/hh1AGnQod+JcExWwCOsOosTyEjnga9972K9ywdClOOeUU3HXXXVAUBSqnzsvT4ckp/P/www+m51jkTq+PYYEaw16IALNQsKlRffx0myBN9VeQStH+Sw7RaGF2B3kpUCMCOddIbj2556zWrirMZySe+2ztv7F+/XoAOvU+mUwaNP+cTatkO/no0394EuefcQrG7j4BP1+8DKOGNmNAbQXS6TQOPfRQZJgxygD/XLCJDzfQa1T/1atXAwCmTJliem7KlCnQNA3vvvtuQRtr1qxBLBaztEG+D4nLL78cyWQSS5cudbJ0LhobG6n/eJkbK8ioiiiKQm3QbMVf2rxryf1tul1ZVFvrG7RPVRyPfaJFuxT0xyCgvRaAIsAiyNus7m7GoGi2T66rDGivcVylYUWD4rLGLxHOYxtZIRahprpU8QfMvbIN5eZq/oQB+SzzngOsM87Fwp0RXTTVloTTa8RE9SeShEJ9uwVHf0qg2Wb3Hjkzv2kHWUbika0opkwjVcUZUuFMCe6bcCbwzS7Auj0RUvhTQYoBuQf9fNjhqN+6B7Bud6ClUYp+RDyVMapt7HMidkmIBsu8EZ69QvV3oeJvyTiSyLRoj+W/T2kV/3RGCjOmUKsRILGFUIIP5KeSCWbtEseq/ip9/6eTCeJ7JQDcvMePEdnWDHw/FPh+mOO1svcL0g9maeN2oFoEnyIz6lm7hR6zC0VR0L8igkd+cxNuWHodTjrpJNx3331Qs+ed9e0B/n0vV4luaOCPEKXe06IGzwtohw0bho0bN5qU6AHgo48+gqqqRtKhskr3Y9tatpnE/XLVd7sgry5Nyw/I++LTtabv9D//+Q8AYOjQocbac+skoSjAuk8+BgAMHNxstEV3drTj0p+djqqqKlx//fVYvXo1rrjiCurYXXbZBZqm4cMPPzStlTx/j/7+YYTCYdz56LOYe/IZOPiww3HQQQdh8ODBpuMKga742zq0aPRa4J9TrBwwYIDpudxj33zzjXQb77zzDlasWIGbb765IL2kNyEj0wvQN1NT4C9FqZt1ZMUz6LpdWVRb+ZQ8gHbok2n51Qmkgnhkn7OAz/cA1u0BFapjZXU/U52QwSYBaOeRrvi7IO4n6MwDwNHj8v2MY+pLuUHy5QeOyM5sB/5n2jDh97SquIkIdhVqpXDqIBdy5kWCBFOPbUbCXkEcp2m6Iye/x9atir8mZa/wM8m82kA50NKg03clJfM0KAh29QO69Hui85YzNqmUv7ZERn9aV/zFXBaeHkhpSHz/6Qm8vU9knwCsA38hn6KAvou0JGFaQ4IMeiW0pPGo/jL2Cjd0jlKcir8sH0iGYKCavUfmUOoLw7d5KLB5IABFSstZPJVBLJXfK5wWaQA6UGKrziLgHe/UT2NxzTXXYPHixTjxxBOxatUqI+jPIffdpVIptGzbamJE5HTSgsEgZs6c2eP7Wa2a93GOPvpoaJqGZcuWUY+//fbbeOWVV3DQQQcZrO2BgwfD5/dj9RuvUkHqu/94G//4xz96XBd3rWTFm+D6P7zyN0gl8gykb775Bg8//DBGjhxpUPtnz54NRVFw4403IpEdswcALVu34Yn7f4vyikpMnLKfkUxYdtkCfPPletx///1YtGgR5s2bhxtvvBEvvviicey8efMAAFdeeSXi8bzwHqCf1xyTQPX5oCiKUdlXoEDTNGo6QHGfP//vHabHP5FI2Kqcz58/H83Nzejq6gIAkzgCAITDehUj9xor2LWRTCZx1lln4cADD8QJJ5xQ9JqLwYYNG6i/29raik4syArOgsRYkM44S/UXd+TMgl3ONj1f9kaS2xhkOd5U0Gvq23V+XkmHXq/iyRUCS2U0BJUg0K1vniLXAHvjJ68tEcebvA7aqB7/HbPif8kBw/DMv75HKqPh5qPGcl9zzPhGrL/yQCTTGpqrxcWE3GhdKNRK4fQ68ftUSgOBpO/Kc+ZlTQCh1yNrD+qVHv+MJO0Shp0Ql5BMYI81zWiXNF1Gln6EWz3+vMCfN/FDNnh7Aq/twA6s9mKZ550K/AVEA1m/QobAcaFxooDItCCWHSS3F9/o8ZdcUNCLFOIsAkDfg3Lr0xMK4nYLXQMiAbUVDVs0Rud1isiI+++44w788pe/xKBBg3DwwQfj97//PfV8fX09hu4xBZ1Io7uzE0dOGotZR8/GHrvthpqaGqxbtw733nsvNm3ahFtvvRX9+/fv+U0t1s1LbsyfPx8PPPAAbrrpJqxfvx4zZswwxvmVl5fj1ltvNV5bUlKGI+fOwzOP3I8rzjsDE/beF1+tX4fnnngY48eP51bJe1wqRfXPX3fpVAoHzZiGE+fNQ3t7O+688050d3dj+fLlxjUwYsQIXHrppVi2bBmmTp2KE044AbFYDPesXIktP2zE4lt+g0i0BBlNwzOPPIAXnnkSp/3sQmMc4J133ol33nkHp5xyCj788EPU19dj0qRJWLRoEX71q19hwoQJOO6449DQ0IAvvvgCDz/6GO575mWUVVTgqKOPwbNPP4Vzjp+FI+YchxI/8Mpf/txjXGv6/MS/d5ge/0QiYTmGgYfp06ejubnZ6GVgMyYA0N3dDaDn3g+7Nn7961/jk08+wZNPPln0ensDbgggdZio/hIq/qYRXQJtCdSNRNY4rQIVfwEnxY2bKUv1k3HTZ+2mMvIq/uSaWiX1+PtUncLGVmZkVPyH1pTgu18ejEQ6U5AS37/CmSAPD1aJDLcq/iKiXUGfavRfS3PmmX58KZR83uhPKUwCFyr+3BYmuWMCUxk5VTz2WJZq65zqz4rByekJd6vHnzf6s7bE/cC/kjM6lDdpxA4sK/4i9xMmSdguaQJIiEk6yQl66fu/rHF+1EjjjAuipURAnX9PF6j+QteBgpxLmcwwY2UlTJdhE48iAbVVYd+Vir8Eqv8//6mLRX/11VeYP3++6flp06bhd394DgAQCodx6NE/xr8/+l+8+Je/oKOjA1VVVZg8eTIuuugiHHjggUW9pxXVn3fe/X4/nn/+eSxZsgSPPvoonn32WZSXl+OII47ANddcQ6nQqwqw8JdLAACv/uWPeO3F5zFq1/F4+PE/4JH773MU+FOtG0Tgu/iW3+C1px7C9ddfj5aWFowfPx6rVq3CwQcfTB2/dOlSDB8+HHfccQeuuOIK+Hw+7L7nBCy85tfYZ9qB0DQNn3z8MW785aXYdY+JuODSXxjHlpWV4ZFHHsHUqVNx6qmn4vnnn4eiKLj++uux22674fbbb8cNN9yATCaDgQMHYr8ZhyAc0X3Ko+ceiw2bt+He39yB25b8ApWVVZh11I9w/fXXc4USrdAbPf62A//S0lJHWYhcVuqbb77B6NGjqecKUfitbLBgbWzYsAHXXnstTjvtNAQCAUO84fvvvwegKyyuX78edXV1KCkRE+uwCzeCs3aTArjTUW4MzU1Cf1vu2NyNxFwdlJTtTonbZI+VlVCgnXl5AXqhir+YujN9k85BRNUf0IP81jR9rcqo+AP6hinyme3CDQaDVWJFVcSqIiE/EfiTVH+RZIKf2StkCIEyx8VTGYq+KYcSKyfxaGYyZaS0cflNoqXitGj2WLbi5lzcjz53VFuQyP5jcf24MfqzrhcC/2jQjzDxGwSAKs5a7MCNqSK547uTZmFXaRNA2MBfkrAk+ZtWBPZLs2Ce+JhSco/JaECGCdJlJB9ZH0hkryDX28UUlRx/X8z+Q/4WRAJqq69ZvMef85iEkv+qVat6HD3eEU/hh84EgqEQbrhtBUZmJwk4f8/7cP51t5oeVxWFG89Fo1EsWbIES5YsKWhXURRES0px5Q234cobbjMeH15bgkNnTDN9zldffbXHtdKtG8BPFl6Knyy8FABwzP/7f1hxx+092jj99NNx+umnG3+3difx6eZOAEAGwPBdRuHva/WYMcj4axMnTuQWl0844QQTc/yj79uNyQ+aBhx78mk49McnA9AnSeUmR7HnuLm52TKO3ql6/HNq+m+99ZbpubfeeguKomDChAkFbYwbNw6hUMjSBvk+GzduRCwWw5133okhQ4YY/+W+uBtuuAFDhgzBH//4R6HP5QRu9PiTgb9IkGAOeuXQ502jd2Q48ywln5yLK5CkKCyYI8uZl1XFo4OvmAtJJRKiTiXPWZVR8d8ecEOzwA36Lnu8KxV/N7QwANM4JRk6IwlJFX/AzORxQwFcRrUN4FTcZFTx2IkRLlP9hSv+nMp7Xan7gT8A1DAJBtHAP+BTuMGN6H5KJgPl9fjT9ykpYy9N4r7iAbp+LPOblpx4BLK/aypId+oDFWISyvGBWP0oWUKg0qj+ltXsHbPiXwxKQ37sUleCARVhDKkRb0vUFfh5j4vZtUy6CNi0ovqL2KX65jVmOoFDmya7oAN1KWt1qebfa+P8pk2bhv79+2PlypVYsGCBIQ7x1Vdf4YknnsABBxxA9aps3rwZmzdvRmNjo9E7X1JSglmzZuHxxx/He++9ZyQKUqkUli9fjsrKShxxxBEAgCFDhuCpp54yreNf//oXrrrqKpx88sk45phjtst4P1cq/rIy84X6dgU254I3aWmq/rIq/qxd+fRdN64B/WYqR1XbyskT6fEH+MFyhaADvL3AC0KCPhV+gWvPqkoqkhwCCgX+8qjjcpx5ej2s0ymtb1eCM5+zm0zrazTpgUgQ7EwxLB6h74u4BrqTGcpJkTVW1o0KMQlRdlA5h+pfV2rWDHIDNdEgvm2NGX9XCVL9c2NM2YqsaHIk7MJeQSYTZFH92WKCOyw6OX4Fu2+xrVHOqf508UNWQYH8nOweLIehoVG+ikiQ3ptUf0nafkWhLBxAGWe/cgpVUSjqfO4xUZv8x+XYTDPtO1Z6Dj2B7ZsnrTq1CVhPINDtOrNpEjd0Ab0W+Pv9fixfvhxz5szB1KlT8dOf/hTxeNwQZrjllluo199+++24+uqrcd9991F9MMuWLcPLL7+MmTNnYsGCBaitrcUDDzyA999/HytXrjQSChUVFZg9e7ZpHZWVlQCAMWPGcJ93G5kMveHL6vFvc8OZl0TfZY812XWDnSCUpCDsSqv4s7oB8lkfbBZdSFXb4rsWUfUH+E5pb4zTcgN8wS6x86OqCoI+lbo+APGKv1VbkDT6blpOZZrdu9igRsqYQIkVf3bmt/TZ3Bk2SBJhaOSPZVvDnE8gsO4JF9l/rBJgEcFWHl5lkTfizw2wWgKiFX8AiPhV6YE/5VfEZPkVTMVfQn87uxd0JcnRg/Lu/1JGdDKfURqTiSlSyBDsZO12Jti9wtk5oH2VNMVOFCBoWAaZokE67yuRQfXfXlCVnBQ4/ZgIrIJbkWCaovqbEhUObTJ98zIq83y74uMkycMyLgX+vUb1B/QxEc8//zzKy8uxaNEiXHPNNRg7dizeeOMNjB8/vigbQ4cOxVtvvYVp06bhxhtvxEUXXYR4PI7HH38cZ5xxhsufQBxmh15MsCsHaRV/sm83Ja/H30T1l13xl6SoDZgrbnRCQYYzr7kk8JiiNgqRIN2tij9vHFd5Hw38S4I+0+YuQ6+A1+fvWsVf4oguGZXpQs48IOv3RwfT8pKEchKa7P6TcIMhZtKEkWNXVsXfKoEm4/d18Mha49/9SoNCTqodsIG/jGkC3NYpwXMUYhJ6Ochim5jagiQlCTsk7WtutBD0tK/JYEiZihRCPpB1xV9GW1AirSGWzK/VL9Tjzz9W9HfNW1NvUf3dAJ/B4E7FX8SsUqDi79xm/t96ZV48QAfM/fhUxd9hSmGnovrnMHPmzKLmTi5evBiLFy/mPjdy5EjHSv3Tp093bURCMSCdY8B5bxfgDn23ULbbKc1Wt8vcTCX3+LP9bUL0XWZMIO2kuEDfFar455080ukGBMf5WZw/0cozr0pe3ksVN9lQVQUV4QBauvNK5qIVf0D/3tqYx9zr8ZdUxZMk2KUoCvyqYrCipFX8XejFZ9ej9wNLFuzKuEP1lxr4M6J1OYgkHq2CV17i0C4u2n8o/vrJZvhUBbfM4o/+dAODquiJIoOrxCeM8M6x6DmyuhZk6kvImFTB7jFkgCo6yi4HM+vRnRYmKar+6YyUsXsAW/GXs1byuHRGo5gEYlR/+XRzgM8OcjrVYUcAV7NA8CRZsi0E6uikTTLuVxQRqn/+uIzGVvzltJlomkbblVDx7/NUfw862MBfpNrrCn2X6duV1zdPZ3vd6fGXddMrwE5woeIoSwSrVWLgb8VEEZ09zatQ9dXAH9DpumTgL4O+y3Pmd0iqfwFxP7EeWyLwl0aJJX/T7rCDkpIcb/M4UUlJQovKPOCOEJ/Ivc2y4i9BCPTw0fX49yXToWnAmIYyYXvFYvemcurv0fXi780L8mVS/UmIFCnI6zaWzDD97eLJPEBm8cM6mef4N82slaXPy2E9sm2Jzr8vWtyPFo52qmFjEgIl9iARQps11V8sqOUG/n2Y6s/7mYmeI6tAXKzin/83WfEXWSv7tZEBtdgoyQJUfwk2kbUpm5XWq1R/D5zAX9LINXnOPN2LJyuYDhYI0uWM6JJTbWPXI29EFy3Y0Z2UQ/Unz2srMUMbEKT6W3wnohVtXpDPE9zqK2BncbPK3U7AS9jIpPpL69tl6bvSqk1E+4qkXnRzq5E8cb8c9Mki4qwjt2ZzF6r4y9KFISFyH7IK8MskJQlH15f1atAPAEePa8Cu2fc8d2qzMepJBG5MSbG6H8m6RqSJxTHHyaP600lCGSPyWH/ENCJPUkLTbXE/mfsEWajwKc7tuiEwB/CD/D4d+HPWLuhWWAaQsqj+GRfU9wFaO8A1qr8EIUIArpD9+26prY9CpmiXlSMnU9wvnpajEs+K+5EZfxl9c6b+WqFRNowzL6Fv161+RDJx1NrtfsVftH+U19faV8X9AHOFn00EOAFP2Exm36406ji7V6TkO4gdboj7ZRjtEkmjv2IpWilfFjvBje+rIy6nigdY3xd4WhXFwu9TuSKXfXmviAb9+GDh/viuLYaBleI0f4Af+Aur+lscL6bqLz/pVIg+L0sEU28hlKG+z1b85exrpiShpL3CapyfTGYQeR24UfEXrZLyK/59t1bKDfxFe/wtTr5QdZ74Nx2gC1DymXA6k5Fkl+nHlz3OD8iyEyTnm/ruVdxHwVb8RQJUMjPvilJ3SmIVj9ggyGo3IK/HX9ocXxcq/oVuerIcKrLi71MVIWfeqk9UtOLPBsalIZ9wn9n2BDuSS4ZgFy9gkjmbm35cVlsQ4yDLUpSOp6nHnd6kC00AEaHEknZl6RGwzrwr418l3S9YuySiAbEgnZfs6suBP6AnNAZVRaVRN3nJXfeo/vKvvULvZ8cmAHTEJfX4M215MhJvqqpQAaqsvnm2LUFWWxBd8ZcvBstCRC2/Nyv+fdhVsaj4i1L97T1enE2aHZuDGCWf/ptMKIjc/ciEgl7xl6Hqz1D9Xaj5e4F/L4O9iYg4AJYVf1k0t4zmylx4s4PsMItuCtDl03fN43ycOin0eki6tVhlnk/Jc0OEr9DjxaI6QgfGDWVhIXvbGzVMoF8to8ffBWfeqgImRh2n24KoHn9pFX85AWpBpW5JbUFmpW45zry0wJ/4vujAX/Tasgj8BZOEvCRjXw/8ZcMVqr9V4O8C20TErk9VKOdaVoBaOJiW41eQa/WriuPAly5+yBmTCFiL+8maQMTCDVV/8R5/83p7awKIG2ATGariPJFu2LAoRcsSzCvmcSc2adFAWRV/OWMCuRV/yfAC/16GLAEs9ngy2y2rZ1xX6pZV8eff9ACZSt1yst2mcVoS5mizzrWssVdW34n42D13xP3Yin+DhD7X7QmWsiujx9+dEV0W9F0Rwa4C4n7yHGT5St2y6LsAs9a4JCFCptVoR6/4Wx0vqi7PC2C9wJ8Gn+rvTtJXhD5fkOov6ZrukLVXuNY3L58+TxY/zFR/kXZHPutKVkKFhVjF397jdlBK3Hcr+rAIMWCm9Yv29wPunHurZQklE5hj0xlJPf5k4K9p7vT4e4F/34csJw6wvgnJm80tV6k7B1N/mwSlfHMvvqSMf0ZOdZANhNokOd6W/bWCVTyrwF+8x3/nCvyH1kSpv0fUlgjb5CVt3KriyZwAIqu/lPz9dbih1J2h1yrkeFuoX4vYZZlMsu4ZdPAlpx+60PGi1yy34t/HnW/Z4O0VpYLJEetRigJiscT9j9XtkBdMS9ormIKCrL2C9Emk7WsFRhrLsisrSagoiuWaRHrNrSr7ov3rANBQrjMSFQVoKu/b7ESW1i/j/PCCW5Gxe1Y2AblUf1I0UMguQ/XPSBANNKn6e1T/vg9ZQk2AS848cWxGA7qTZLZXTlsCG/g7Xa+JvitBURugb3qxZIaiBckS92sj+vFF1PfdENYC+FWjkF8V7glrZG6edaXiFfLtiRnDa1Ea0r+/2pIgpjRXC9vkz+YWTeS4QN9lVP1dEaGTRvWnHeS4C+rXbEAjo3dZF1iV30Ihk+rvlhAoe7xPVYSZTDsbePuCaGXSKmEjFPgT1x49okusz5huIZCTzCo0eldIMM+Fir8poSmJ9Uj6D7L0iPQ1WQTpblT8JZT8KyMB7NZUjt2aylHSx9lGuets8cKfYa9BVZQG1Pz58x0F67xTLD4i0OpxkYo/DUo0UFJbQgasJoHDir9H9d/5EJdI9Xelb7eAYE7I5/zGT2W7JVXG3OjF148tVMVzdg4URaHsUlR/NxS1RXv8OU67jBnao/qVUn/v2lBu8cq+gX5lITx35mRcOmM4Xj93ipSKJLfiLxpEuaDUTQeomuvsIHmzuVl2gkiS0HqvcLpe8twl0xpiSUk6KxbBl/B9yMKZF01WVTJ6GWUhf5/usXUDvNaHCkGdEau9RiSZ7IZuAOCOCF2AaneU2BZEtTvKoc8XbkuUxQ6S2BZkVfF3QdxPRkUb0K8xN9T8Y7EYVqxYgRkzZqCurg6BQACVlZXYa6+9cMkll+Djjz+W+n7s9SBI9ALAD8ZFA3+r40WsKgqtB0LUCKVR/TNMhO64x5/5241xfl7g38sgK+hu9e3KcroBVjRQJIvOp+8CAiJYxM0inZHnIPspSp6cKh57rDSqv1WPv3CF2Hy8qKI/oDullx84HAAwqCqCE/ZoEra5vbHf0BosO2I0RtfLmQvO++5Eky5WQZisQLI7maaYMdL6dmWJljKUWFn0eSs9Ap+qOHZm2f3QjYktJESded61FfApQslXwNwWJGNU5s6GmhLzORGt+Fvt87Iq/tTjEosfrvT4S6yiu9KWwK5V0hQmyleJyav4W/msMmncMmy6jXXr1mHPPffEueeei0wmgwULFuDuu+/Gtddei/Hjx+O+++7D2LFj8e2330p7T/baJf2Me+65B93d3bZt8iv+ts1QsDpc3C4RL0ig5AO0uCGZTBCxa6L6uxD5923uSh8EqWgv6sxbVapkisXJotpaUfKEFG0LzPGVV3GUw04AcudAXyOl6i9QSbF05gVv0G4IzOWw5PDROGdKM+rLQsLBwc4Ivqq//O8TkKfqz44plUafl0bfLUCJdUGPQKZuBy0E6kLwJfgb5N3HZLCD2IkZdRKEM3c28MaHVoQFK/5WVP8d8NqjxTXlBKjksWySUJoQqBtUf4kTCEh2p6wihdWa9CSpc7uKokBVFFPFVQbV3w10d3fjiCOOwOeff44//OEPOProo02vicViuOWWW6QynFRFoZKntcR+GggEEAjY3zd41Xnxij//ceEJBEpezZ/q8ZdF9WevP8FpATlzXo//ToAuqRV/F/p22WqTpGwv5SC7QMkz2d3B+nbZY2mq/47X489z/mRU/HMYUBnxgn4L8IQZZfdL5+DWXGYxESyrXliBViPGmZfVlkBSbWXNEWfXI63i70KiGHAvScgGtf1K+7YQqBuoYVgQiiI++cBa3G/Ho/rTuhXy1eeltgVZtjBJ0iOQOIGA/L7ItiDhij/neBm6HWywqCjiAahbWLlyJT7++GNcfPHF3KAfAMLhMC677DI0NdGMyC1btuCCCy7AoEGDEAwG0dTUhDPPPBMbNmww2WhpacE555yDfv36IRqNYu+998bn779lMILIfZvX4597bNu2bTjrrLPQr18/hMNhTJ06Fe+88w4Alyr+VlR/Ybv5f1Nj94TE/fJIS6L668fSooGy4VX8exlyK/7yqZvsDTPmAiVW1uhBtyr+tDMvr+JPHisr8HBP1d9sV0YVz0PP4Dnebon7uXHtAfJEA+lknhyn2yREKI3q707FX1bgbykG6wY7SErFnw5qvcDfDDY5UhbyC1c6XRH3swr8BarSAB00yhKhK6SUL5R8dEHVnzw2nsog6JMT+FsVDsQr/sUH/lomg3Tn1qLsql3tAPE9+VQFqfZUgSPE4SuphuKAqfDEE08AAM4880xbx7W1tWHffffF2rVrceqpp2LSpEn417/+hbvuugsvvvgi/vnPf6K+vh4AkEwmMXPmTKxevRrHH3889ttvP6xduxazZ8/GsGHDbL3voYcein79+uGXv/wlNm/ejJtvvhmHH3441q9fDyUYMb3eLXE/kco8kAumzVG0rAkEmYxm+Zx9uzCW6kaPvxf49zL6WsXfDbvSRHgYB0cW1dYqM68odFLALqzOn5Bokgs2Aasef2+76A1URsznuVywimfltLvRt9vTcz0hYJF4k+fM79izuQtT/eXv7W7MfRdNVAFADUPt71fmUf1ZsOdIxqxxa3E/+cw0mZON6MDfpbYggUSFG6r+5LHxVAYhv5yEZm98XzlY7RXpzq345Ly6ouz6YQ5mPrG5NrsYefsP8JfV2j7uX//6F8rLyzFkyBDq8XQ6jW3btlGPlZSUIBLRg+sbbrgBH3/8MW699VZceOGFxmumTJmCk046CVdddRXuvvtuAMB9992H1atXY9GiRbj++uuN1+6333748Y9/bGu9EyZMwIoVK4y/x4wZg2OPPRYPP/wwTpp/hun1ron7CVb8Lac/SKr4M3G/NLuaCyV/j2vby+iMy6v4uzHOz6cqlj8wWcF0h7T+NvpYN8R9KI0DnyqUxXN7/CIJ0Yo/L8iX1ePvoTBYNXOrx+zAum/XpSShpNGf8vYKuhdWmrifyl+rrCQFwLCuJDEpSLjBJpGxVwyvLaH+bq6KCtvc2dBYTrMgWOfTCXh7RcDnXKwSsNYHEA0krZIRslqY4qkMNS3IjTGlsij5cYkjVa32GdEkIZfq/1/GJGxra0N5uXma0X/+8x/U1dVR/912223G80899RSqq6vxs5/9jDpu3rx5GD58OJ566injsWeeeQaKouCSSy6hXjt37lyMHDnS1noXLFhA/T1jxgwAwKeffspX9ReMKq17/MXsWrYQCNnM/5ul+ouAXKun6r8TQGbF3/KmJ7FvTpZdmuov56bHVt87ZVX8LXuM3TmvO+I4P17VOTev3oO7qOSIc4kG/m5U/AsdKyvw7ZI09opNEpLTVeRV/OXsP6qqmPRLZNi1+pxu6EfIoPqPbyxH/4owAH2vP2SX4qp//01gqf5TmquEbfZmq5Goqr/VfU5WMC1rAhFr1432HU2j/UuZOiM5iF8H5uNl9Pj3JZSXl6Otrc30+JAhQ/DXv/4Vf/3rX3HjjTeanl+3bh1GjhxpEuFTFAVjx47F5s2bDbuff/456uvrUV1dbbIzevRoW+sdOnQo9XdNTQ0AXW+AF6SLjlG0qvjviKKBVlR/RZFA9c/C6/HfCSCzx9/qeBkBKqvSLWqXpvq7X/GXZbddEs220PFCFEqXqP48ZeiqiEe17Q1UccaW7ZiBP/8aC/gUoZueVdArK0AHGJ0RF0Z/ytgrkuk093GnsKb6y3fmZVT8g34Vb543FY/+73fYp7kKzdVexZ+HSw4Yhhv+9jkA4Kd7Dxa2Fw2Y3UI3rhFAjHEEuMOiswrQAXlVdEo0WWCtbNBMsRNEVP1dCvztJJV8JdUYefsPRdn9cmsntnXnz2ll2I/mmpICR4jDV2IOqovB2LFj8fe//x1ffPEFRfcvKSnBQQcdBADw++2FZjw6uKyJAD4L8WlN0yxU/cXez5LqL2a2QELBuU2Kkl/Eezmy60Lk7wX+vQyZFX9LpW7hir+F4y1Rgb+n93JiUxaTgLzpyRI3LLQmVwS7BNdawan4e3O0ewe8IL9KlOrvglK336fCpyqU6jMgYf9xoyWmgBCoGxV/GerXHZAc+FsEAq4E/pLou4Oro7hkxnAptnZWLD18NCYOrERdSRDTh9vvOWbBD87Ermera0yU5m3V0ibr/t+dzFg+J2K3TZqv4g7ryup7cWNakJVNRVWL7qEPpEoANZ7/uzQIf9mOmSicM2cO/v73v2PlypVYsmRJ0ccNHToUn3zyCZLJpKnq/+9//xu1tbVGC8GwYcPw/PPPY+vWraaq/3/+8x/xD5EFt+IvyPW37MUXzChYxeKKQErBkkXg2GLOrkf136nQRTiHO2rF32rMmsy+1RxEVHIVRaEV+CVV/K2oZyJr1Y+XH9D4fSp38xEV4gv5faZ1iQafHooDj+rPS8TYgZXj7gaFV3g2t8VeIavVCJA3VYO0S+Y/xCv+8vd2q+/ajfuQpwfSe/CpCn68W5OUoB9wR6xRVRVbwm7Fwg0RukL6OLIE88jK/I44WcW6x19+klDGmGC27VNEhNltnHXWWRg5ciR+/etfU335JHhV3qOPPhpbt27FXXfdRT3+yCOP4LPPPsMxxxxjPDZ79mxomoYbbriBeu0TTzyBTz6RJ3vI0/0QPfeKovQuk0DArlttCeThMnRbWHgV/14GWWlyq+IvmpV1peJmUW0SqfgD+ppS2XNKVh53xCq6paq/aJ9jwEe1kABybqYVYT82dSSMv3kUdA/yUVtqbqkQTTq5QfXPHU9S3AH3WtTMeqAAAD2ySURBVGJkUv3dtis6Is96D3L+fVkFNOLVXPPx3ujPvgueX8Fr/bJtN+AztRCK3/ustAPk09wBMX/FjX2t0FpF9nZLqr/gfYh3bZVKmBbk97GB/45b04xGo/jzn/+MI488EscccwymT5+OQw45BA0NDWhra8PHH3+MRx99FD6fD4MGDTKOu+SSS/DEE0/gggsuwAcffIC99trLGOc3YMAAXHPNNcZr58+fj5UrV+JXv/oVvvzyS+y///74+OOPsXLlSowbNw5r1qyR8llyxbcU4XvLSLqoCk8l350efyGqv0tChOTV61H9dwJs604a/xam77pUwXFb3I+EjCChM2GmxLpBc3MroBG1G+UE/jIc78pIgAr8WSEpD+5Axig0k00Lh01YYJRz7QoLdrngzFuxCHS78itjoufAKsAQq/i7U8Ur5YyaFNWk8LD9wEsai44TBfTrjPR/co+JwG2qv0y7rqy1wLFCY4It9YjkU/15+4ddsOdBdJ1uY/jw4fjggw+wcuVKPPnkk7jpppvQ2tqKkpISDB8+HGeeeSZOP/10jBo1yjimvLwcb775JhYvXoynn34aDzzwAGpqanDqqafimmuuQX19vfHaQCCAF154AZdeeimefPJJPP3009htt93wzDPP4MEHH5QW+AO6b5/K5P1POYE/Mcieesw5LFX9Bey6NXqQEg30Kv59H1u78jc+0Z5pK6dd1Jl3w+kMWGwGwuN8/D4ASdPjQhV/FxIfgDtVPEB31DZ3mh8TBZuY8qj+vYfpw2rw6udbALin1A24Q90UrXZbrSlkITJUDArtB0JtQa4lCa3OgXyqv+g14Mb4SQ/bD9GAD4pCq0mXh2UE/uZrVzRA680quqLwqc2idkUngLAV1xxE2BS9qeovw1cpDfkR8ClIpjUEfIoUFoHbiEQiOP/883H++ecXfUxNTQ2WL1+O5cuX9/jayspK3Hnnnbjzzjupxw866CCsWrWKemzVqlVFPZYDWYVmA32R30gOPBPCVH+Lx2WN86NtymMnuFHx37HTYjshtnbJq6BazubeAfvm3GgfKHT8fxPVnxfUifb4A+braHBVRNimh+Jw4X5DoCr6tXHDkWOE7fGcbtHZ3Lpd+f3AliO6RCr+PsXyJu0Gfdc9qr8LPf6Cjjc/8N/xHW8PfKiqYkryygj83RgTaLVXWDEMRWwGfapQddANv6qQ3UJaBT3BrbYgt6j+PlXBqH6laK6OYkx9mZTg00NxYH8SUir+HBvCVH+LdbnT4+/cJkBX/N0Q9/Puzr2IVDqDVmKMi1tK3W6JBhbqk+0Jboj7AQVowUJU/77jzAP8jLkMca0JAyqMqjMANJWHhW16KA6zxzXiq6sOQsinorY0JGyP58jJaCngOcmizqEblFhFURD2qyaVbkC0b94dqr87gb9VFU9srZWcoJAnUOmh76AqEqDYiXIq/vJnuFvdq0WuaTeENQsd70a7Y9CnCqmguzbOj1fxD8lpbdMFiT1tkd5G2O9DG+SMp8zBDXE/q8NFEgpWR4qOUiQ/67buJEJ+FaqiUOLwQvalWPFQFFqY/jZRqn/Ap3KDcTfoWKLZbjfG+QHWwbhYxd+dG79brAfuzVRC4P+zqc0ozd6UrzxohPA4FQ/20L8iIiXoB/RsN+sMywj8uc68aBXPKvEmGiRYJhScX9dWNnfEIMG6iif2fVV4VP+dDqyQa3lI/Pt0gx1k1f4jUu3u7cq8CJPJyq5bLRRusBNLvQkgfRq1JQGjal5XEhSuzANWVH/RYNqi4r+D2dSPz1voSqSxbksXPtvcSWluicCr+PcifuikvzQZKunRgA+taToL5Ma0gB1xhj1gHWSIifC4lJm3pPqL9vibf8YyAv+hNSX47LID8XVLN/bsXyFsz8P2RWUkgO5kftZxhUtVPLdmfgvrgQRUoNv8uFiPf++2BYmcA1VVEPSp1ChDQJwhFvCpKAn6qKojLxngoe+gOkK3IUqh+veRin+uLYhtrXUt8HfBruh5da/H32xXRluih+2HaNCPXRvKkEpr0sa48iv+Lqn6CxS0rJYkPnqQ/7hgnTRvX46Z4vHiiy9iv/32Q2lpKSorK3HkkUfaVpj87LPPMHfuXNTU1CAajWLy5Mn4wx/+YPn6DRs24LzzzsOQIUMQCoVQV1eHGTNm4O9//7vox7GFtZs6jH83loek0JL4fXPyHW8ZY/d4cE8wbwfs8Xer4u9Sjz8A1JeFMHFgpVft3wnAjuSSUZXlOd7u9fjveC0EhfqBRcDbE/yqIvw75N0b3Gj5EGWzedi+YIsSMoRd+eJ+7ugRidhVFIWbpBdpdQRcpPpz1uqWzpMwO4jTAlQqiervYfsh5PehJOQXprjn4Ia4n6Wqv4BNa1V/dyYQyPLDezXV9uyzz+Loo4/GmDFjsGzZMsTjcSxfvhxTp07Fm2++iXHjxvVoY/369dhnn32gaRoWLFiA2tpaPPjgg5gzZw7uu+8+zJ8/n3r9//3f/+Gggw5CMBjE/PnzMXToULS3t+P//u//8O2337r0Sfn41/ftxr/HNZRLscnLootWcNyg5FkqdQs7871HiXVjrX5VEQ5o3Orx97BzgQ30pVT8edoBwrodLlb8GYgqdffm6E8Zv+lIwEfpzOQeE0UiTZdH+3t6IH0a/ZgWo/4V4t+nG0UKq/u/jIp3LEUzY8TbEtxKErrApHCpLYiXQCr39EA8MOitir+qKEJBurWqvxisK/59LPBPpVI477zz0NTUhDfffBPl5Xrge+yxx2LMmDFYsGABXnrppR7tXHbZZdiyZQtWr16NiRMnAgDOOOMMTJ48GQsXLsScOXNQVlYGAIjH4/jxj3+M+vp6vP7666iqEh+LJYJDR/WDT1Xwrw3tmDBQDnWadzMVpvrzkgmCNi3puy5R0twY5+NGZV6GM8/7vmQEdR52LrDXBK/6Yhe9qervRpAQckmp25XA3yVNBhl7UHN1BGs25BPbJRJmc3vYfmADfRkTXVzZK1yabBTmJMjE2xJcKij0KpNCbK289ta6kiB4I5k9/PeCl4wXndTAu8/viIKBQKEWAkmMCilWisDrr7+Or7/+GmeeeaYR9APAoEGDMHfuXLzyyiv47rvvCtro7OzE008/jWnTphlBPwAEAgFccMEF2LZtG/785z8bjz/22GP45JNPcO2116KqqgqJRALd3Zwmz17CxIGVuOzAEXjopD2xcNowKTZZZ1BRxDPIbtBBrZx2UaV8N6rzrgX+Lonw8Wx44loeWLhB9efvFe70+IvTVzktTC4xjtyg+ssRY5T/fQHAVQePNP599j6Dhe152L44elyDMZZrWE0Uu/QrFbbJu37LBRNElro5LojbuRVMu0HLF098WKxVkM3FG2FdWyI21trDzge2sq0o7vTNiwfoCteGaHxutS5BtyJvX46ZnrF69WoAwJQpU0zPTZkyBZqm4d133y1oY82aNYjFYpY2yPcBgOeeew4AUFtbiwMPPBDhcBjRaBRjxozBo48+6vizAEBjYyP134gRI4TsOQVbrSkJ+oT7S9yYt9vbFX8xqr9VkkK+aKKMKh57My0N+YTmGHvYOcHOVpfBCuE5w+5V/OXbdWtSgBt9uzIq8zztDxl70I93a8KTp07EzUeNwQ1HjhG252H7YmRdKV4+ex8sOmA4/njGJCm9u7zrrEww8LcKUEUFc/l98zumUj5vraI2Sy00gkTPAY/q7wX+Hlj4GT0NvypGyQfcGRFoZUNcj8DqvfoY1T/XTz9gwADTc7nHvvnmG6k2Pv74YwDAMcccgwkTJuDhhx9GZ2cnfv3rX+P4449HPB7HKaec4uDT7DhgHTkZ85O5dNAdtcff4ka0Q1L9XaLZsjdOGUJMHnY+sAkiGcrrfMEudyixwlR/N4QILdYkul/yq3jiyTyeOrto8JXDMeMbpdjxsGNg/2E12H9YjTR7PBE30f5u6150N5Ty3enxd6PiL7oHB/36qOgko90hulZeoac87McP7ZwXe/ivhZ+JnGX0trtR8Qf4QbqwHoFFE4Fou0MOtu/4iUQCS5cuLfr18+fPR3NzM7q6ugAAoZB5LnU4rPeT5V5jBbs22tv13WTEiBF47rnnjIzR7NmzMWzYMFx22WU46aSToKr2N8kNGzZQf7e1taGiovdHnrFBnowRge6M6HLppmdxMxVR4PX7VPhUBekMfdNzY0yijGobG/jz6HQePLB9u00SBNh6t8df1G5vimCJCna6U5lnWR6lIR/8HjvIQy+AV5QoE1R0t07Sy0/ouVbxd8GujLagkqAfLd10771ouwMPspTgPew8MAX+EgJeN3r8dRsKADpWEFf1L/Re4nAU+F999dVFv3769Olobm5GNBoFoAvuscj13edeYwW7NiIRXZBm/vz51BdRU1ODWbNm4f7778cnn3yCUaNGFf15djTUlMgfu9Ob4n5uKICH/GKCXTkbXcRcakDc8eb3+ItX27yKv4diMKyG3l+H1hTeb4sB75p2qy3IjYSCa72wonuFS0KgbIVVBkPMg4diwNMUKRNsN+L9JgI+RThQ4NPnd9Qef15CU3yvKA36qMC/NOSTEoBNaa7CW+u3AQCmS2SUeNh5wAb+7N9OwKsFyhiPx6/4i9m0CvBlnAfAQY9/aWkpNE0r+r/p06cDAPr37w+AT+cvROEnYddG7t+NjWYKYu6xrVu3FnzPHR01UflBnxvifnowbn5c1Jl1S/3ajR5bt5x5U+DvzdD2wMH+Q2vQUKazpZqrI5jSLD7lhDcZQFSwy7pvV34LwY4675on2Cmjimea7OAlCT30Enj3pfKQ2PXn1u+EG0y7VPF3heovuFcC5nMr+l3lcO2hoxAN+hDyq/j5dDki1x6KQ3NzsxGT7chwQ6OKl7SSUUHn0fLdUvWXRfXvNY7fXnvtBQB46623TM+99dZbUBQFEyZMKGhj3LhxCIVCljbI9wGAvffeGwDw9ddfm17/1VdfAQDq6+uL/AQ7JsxBnzjN2w1xP0VRLCpu8lW1ZQTTvJu8GxV/GUmKJobCLWNMm4edDyUhP147dwpunTUWfztnijAdFuD3jFdEBAP/XhT3c2uOuHDF36W9wjTZwRv76aGXwCtKiE614YnQyQh6XdEDsdhvRdfrBusKAEqZBC5vr3eCGSNqseWamfh+8SE4ckzf9r89OMP06dON9mwe/KpCBf8yEtRuifv1ZsVfhtYB0IuB/7Rp09C/f3+sXLkSbW1txuNfffUVnnjiCRxwwAFGRR8ANm/ejI8//hitra3GYyUlJZg1axZee+01vPfee8bjqVQKy5cvR2VlJY444gjj8Xnz5sHn8+Guu+5CIpEwHv/666/xzDPPYJdddsGwYX0741jjAs3bDXE/t+y61d/GZRLsoBX/ykgAew/OV29PnzRQ2KaHnRMj60px4f5D0VwtTvMH+JMBRBNP1n3zbvTtyqfZ6nZFe/zdceZZ592r+HvoLbBU/2jQJ0y15QkGsgGrE7hRRe9NdpAoOwFwL/AHdPaVN3K497F27Vq8+OKL23sZPUJRFAyqDCMcUFEdDZiYzU7AC5qlVPxdsMs7XFHktCYAvRj4+/1+LF++HN9++y2mTp2K22+/HTfddBP2339/KIqCW265hXr97bffjtGjR+Opp56iHl+2bBmqq6sxc+ZMLFmyBHfddRemT5+O999/HzfeeCPKy8uN144YMQJXXHEFPvzwQ0ydOhW33XYbli5dir333hvJZBJ33HFHr3x2N5Gj7ubQWG4WPrQLfgZZ/FJxRwjMnSQFz67oOXBjnFEOD524B34+bSj+MH8i9hvq9c156B3wVLlFHURVVbhTOcSr8/L3H5+qcIVEd9Qef9bZ9nr8PfQW2KKEyOSdHCIBn8lJFm01AvjaQ27pgYgmFLiBvytUf48d1NcRCoUQDPYN8eeqaBC7NpRjaE2JJHE/c0Ato2fejXF+vF+vLGE/K/uu4eijj8bzzz+P8vJyLFq0CNdccw3Gjh2LN954A+PHjy/KxtChQ/HWW29h2rRpuPHGG3HRRRchHo/j8ccfxxlnnGF6/dVXX417770X6XQal156KX71q19h/Pjx+Pvf/44DDzxQ9kfsdYxvLKduoBMHVgrb5FbmJTidbgT+blTmAYsWAsG18oJ8WUJ8Q2tKcONRY3H0OG+klofeA4/WL6PVhOckiwpWuUH11+3K3y95op+itGgAaGISw+ykBw8e3EJdKX3tyaHZKia6v6hgIMBnEohW0a38B/GKv/nzSqH6B92r+P+3I5FI4IYbbsDuu++OaDSKiooKTJw4Ebfffjv1uq+++grz589HY2MjgsEgmpubsXDhQooJDQCxWAyLFy/GqFGjEI1GUV5ejlGjRuGCCy6gXsfr8c899tFHH+HQQw9FWVkZKioqMHfuXHz//femtbe2tmLRokUYPnw4QqEQ6urqcMIJJ2DdunVyTg6BF198EccddxyGDh2KSCSCyspKHHLIIXjttddMr80JyX/zzTc49thjUVVVhZKSEsycOROffPIJFEWhqv7JRAJ3/r+bLb+D9evXQ1EUy//mz58PIB+QP/vYQzjliAOw78gmDKqvwQEHHMBlV7z11ls4/PDD0dDQgFAohIaGBhx88MH4+9//brzGrQkEOfT6L3nmzJmYOXNmj69bvHgxFi9ezH1u5MiRePLJJ4t+z9NOOw2nnXZa0a/vS6iIBHDb7LG44831OHx0P0yTUO3lOZhVEfEsIc/JdkPcT4Yzz6MLyqD6B30qEumM8ZgnxOehL4MX5PPo/3YRDfjQFksZfwd9qjDNzQ1xP92uinZm0IzotBLeHiwjocK2eHiBv4fegk9VUBkJGErxx+3eJMVuaciH9nh+r5DBouMF06KJR6sJPqIj8ko4SQoZQXpdKe3z8dhdbiKTyaCjo6NX39MOSktLHY0CTyQSmDlzJl599VXMnDkTJ598MkKhENasWYM//OEPOO+88wDoLcmTJk3C1q1bcfbZZ2PUqFF4++23ccstt+CVV17B22+/bUwuO/fcc3Hvvffi5JNPxkUXXYRMJoPPP/8cf/3rX4ta07fffosZM2bgmGOOwdFHH40PPvgAd999N9ra2qjgtbW1FVOmTMFXX32F008/HWPHjsWGDRvwm9/8BpMnT8a7776LwYMH2z4nVli1ahVaWlpw2mmnobGxEd9++y1WrlyJAw88EH/729+w3377Ua/v7OzEtGnTsM8++2Dp0qX44osvcNttt2HWrFn417/+ZYzeSyYSOP/kOXjv7Tcsv4O6ujo88MADpjU988wzeOKJJwx9OJ+q4I5fXYNVd9yC0eN2x9n/cznK/Roe/N19OPTQQ/HAAw/gxBNPBKC3Whx88MFoaGjABRdcgIaGBmzatAlvv/02PvjgA+PzuNE+QMJL4e0EOHtKM86e0izNHi8YrRQU7AKsKv4uiPtJEbaR30KgKAqqowF8T0QJHtXWQ18Gz8GU4XSWh/3U70R03jfgzjg/gD8BRLgtiBv4i5/XXepKsUtdCdb+0ImgT8VRYxuEbXrwUCxWHjseJzz4PkJ+FT/dR06AoFemyb3CnYq/KOPGrdGDvHXJOAds22hvjwnu6OjA2Wef3avvaQd33nkn1VpcLG699Va8+uqruOKKK3DddddRz2Uy+aLQZZddho0bN+Lpp5/GrFmzAAA/+9nPMGrUKFx55ZW45ZZbcPnllwMAnnrqKRx++OG4//77HX2Wzz77DI8++iiOPfZY4zGfz4cVK1bg448/NkaeX3XVVVi3bh3+8Y9/YLfddjNeO3/+fIwbNw6//OUvsWrVKkdr4OGee+5BSUkJ9djZZ5+NsWPHYtmyZabAf/Pmzbj44otxySWXGI/V1dXhkksuwUsvvYQBu00B0sDvf/sbvPf2G1h48aW46YZllI3cd1BSUoKTTjqJeu6tt97Cn/70J0ydOhXXXHMNAGD955/hdytuxa57TMRdj/0JwVAIo+tLceF5P8Ouu+6K888/H7Nnz0ZJSQleeOEFdHV14ZFHHqGE6FnwuqD6LNXfQ99ANUdIwy3RQFHHm1eZl+HM826cMloIqpmkilfx99CX4cZvGnBHhI4r7idhsoEbU1DcqvirqoJnz5iEi6cPw5/OmIQhNXJEHj14KAZzxjdhwy8PwddXHYzdmiqk2GR/K25V/EXt+lTzZCMrFoAd8CYbyEi+NpbRbCAZ+lEegIceeggVFRW48sorTc/lGASZTAbPPvssxo0bZwT9OSxcuBClpaX4wx/+YDxWWVmJf/3rX1izZo2jNTU1NVFBPwDMmDEDgJ4UAABN0/Dwww9j6tSp6N+/PzZv3mz8V1JSgr333lu6cCAZ9Hd0dGDLli3w+XyYPHky3nnnHdPrVVU1tTfkPsenn35q6PH85enHUVpejksuu5xrg4dPP/0Us2bNwoABA/DMM88gFNJ/Dy/95U/QNA0nn30BgtnHVEVBTU0Nfvazn2Hbtm3429/+BkD/ngDg6aefRiwWs/zcbk0gyMGr+HswIRLwIexXEUvls48yFFi5VH8X+uZlBOi8m6mMgIZNqvR2Ft2DB7fB60+zC3ZmtAxhKf5vWjz3zXOyRfcK3r4gOiYxh5F1pbjhR2Ok2PLgwS7YSUSiYH9/Uir+LlXRS4I+yq+SEaDzkoTs/ukEbKA/oCIibNODHkCOGzeu4Di7H374Ae3t7Rg7dqzpuUgkgmHDhlE99bfddhtOOukkjB8/HkOGDMEBBxyAI488ErNmzSqqHWHo0KGmx2pq9LbhLVu2GGvasmULXn75ZdTV1XHt5N4rnU7jhx9+MK27osJesu/zzz/HFVdcgRdeeAEtLS3Uczw/o6mpyXReyc+R00P76ot1GD5qDEqixV3TmzdvxuGHHw5N0/Dcc88ZNgHg6/XrAQBDR44yHstpCYwbNw4AjO/q+OOPx8MPP4ylS5fi5ptvxt57741DDjkExx9/PIYMGWI6noRH9ffgOioiAcRISvoOW/F3R9WfJxAko+LGOg9exd9DX8cpEwfg/ne/AQCcsEf/Hl5dHNyo+PMcdxlCYKzdspBfWI+gIhyAT1WQzmjUYx48eKBRz0w2cq3iLyNID/mxpSuZtykpmcBCxlp3a6ow9iBFASYNqhS2aQelpaW48847e/U97aC0tNQ125qm2Xr+Rz/6EdavX4/nn38er776Kl555RXce++9mDx5Mv72t78ZWgBW8Pmsfebce+X+f8ABBxgtBlb4+uuvqUAWAE499VRbbQDt7e3Yb7/90NXVhYsuugjjxo1DWVkZVFXFsmXL8Morr9j+HKyKv9WITRKxWAyzZs3C119/jZdffhkjRoxgLZvXkX0f9nsKBoP4y1/+gnfffRcvvPACXn/9dVx99dW4+uqrcd999+GEE04AwB/npyrct3IEL/D3wAWbcZJRmWYrbhVhcQeZd+OUo2hL24gGfQhKGJHDrneIpHnqHjxsL1x18Ei88+U2+FQF1x22ixSbbOAvo+LP1SOQYTdk3tdEoaq6HsgPHQnjMW/utQcPZjQwlHS2nc4JeAUFOawj+W0JvHZHGWttqghj1fG74//9/QucsEcThtWW9HyQRKiq6qiHfkfHyJEjsXbtWsRiMcuqf79+/VBWVoaPPvrI9FwsFsO6deuMvvscqqqqMG/ePMybNw+APtFs8eLFeOSRR6SIm9fV1aGyshKtra046KCDCr62oaHBJCzY1GRPzPOVV17Bhg0bcO+995rWz2uTKAZlIV07aNDQYfhq3WdIJeIIFEiKaJqGk08+GW+//TZ+//vfY+rUqabXDMmyJdZ98jGah42AgjwtP/f9DRs2jDpm4sSJmDhxIq644gps2LABEyZMwKWXXkoE/oop8a8qirTA3+vx98AFqTwP8Pv+7YKtbstwZLk3PSnjfGgbskT4jhpbb/x7woAK7vo9eOhLGF5bgo8vnYGPLjkAQ2vkOIemYFoCzZ23L8hgErBq1zJsAuYZwzIEVj142NnQwFT8G8vFJ1W4VUVnmQQyAvRaTuuErNF7J00YgNUX7YcF04b1/GIPReHEE09Ea2urSdgPyFeIVVXFUUcdhTVr1uBPf/oT9Zpbb70VHR0dOOaYYwDotHqWBg8Ae+65JwBg69atUtatqipOPPFEvP/++3jkkUe4r9m0aRMAIBwO46CDDqL+GzPGXntZrnrPVs1ffPFFbn9/MSgP+9G/Iow5xx6P9rZWLFmyxPQa8v0uvvhiPPHEE1i6dCmOO+44rs0jf3QUFEXBg3cvRzKRgE/Vx/1t3boVK1asQFVVlTFCcfPmzabjGxsb0djYaPqeWGo/6w+IwPMkPHBxzLgG3P2PrwDoatgyqt3VERcCfw4lTwY7wS1K/vF79Mf/fteG9Vu7sHimnOqoBw87G8wVf3eo/jIcb9auDJsA0JVIU3+zlU0PHjyYx84NkDCikpeQd4OWLyOZ0K/ULLonK/D3IB8XXngh/vjHP2LJkiV49913ccghhyAcDuOjjz7C2rVr8dJLLwEAli1bhpdeeglz5swxxvn94x//wP3334/ddtsNF154IQCdEt/Y2IijjjoKu+++O+rr6/Hll1/izjvvRGlpqZEgkIElS5bgzTffxLx58/DUU09hn332QTAYxJdffonnnnsOEyZMKJrOn06nuckPADjqqKOw7777oqGhAT//+c+xfv16DBgwAP/7v/+LBx54AOPGjXMkZKgoChrLw7j6sovx5ssvFPwOnn/+edx0003YZZddMGDAADz44IOUrWHDhmGfffbBLiNH4tSfXYRVd9yCM445FEccPRfPBYHf/va3+P7773H//fcbIoXXXXcdXnzxRRx55JFGK8Tzzz+P999/H+eeey5l36cASfJvL/D34DbOmdKMB9//Ft3JNG6bvasUm24I2/Ey8zISCuyNs1LSjdSnKvi1J6zlwUNBsFUsGdVu3hxqORV/+ewEAJg6pBrP/WeT8bfMG78HDzsLpjZXG/8uCfqwe39xengdp4ouI/Dn6YGIgleUkWHXgzsIBoN48cUXcdNNN+Hhhx/G5ZdfjnA4jBEjRlCU9oEDB+Kdd97BL37xCzz66KPYunUrGhsbsWDBAvzyl79ENKq3iUajUVx00UV45ZVX8NJLL6GjowMNDQ2YOXMmLrvsMlOvvQgqKirw5ptv4qabbsJjjz2GZ599Fn6/HwMGDMC+++6LM888s2hbqVQKV111Ffe5AQMGYPz48XjhhRdwySWXYPny5UilUpgwYQKee+45/Pa3v3U8wQAo7jvYuHEjAGDt2rU4+eSTTTZOPfVUPfHhV3Huol9gYPNQPP67lVj+q2vh9/kwceJErFixAjNnzjSOmT17NjZs2IDHHnsMGzduRDgcxvDhw7FixQr85Cc/oeyzbdAy7/+K1pOKhIei0NbWhoqKCrS2tu40fUnbuvT+0ioJNH8AePC9b3Dywx8Yf8/etQFPnWY9y7JYlF72HDqJ6tjTp+2FWbuKzaf+y8ebcNg9eTrRkWPq8cczJgnZ9ODBQ3F49INvcfyD7xt//2bOOJw9pVnIZncyjeilz1GPfXTxdIxpKBOyu/SlT3HF8x8bfx+3exMeOXmCkE0AeP3zLZi24i0AwI0/GoOfT/foth488HDf6q/w0Pvf4pwpgzFnvL1eYh5aupOouvIv1GPpXx8prEl01mMfYuU7Xxl/X7DfECmFFeXnf6T+1m76kbDN3sSmTZvQr1+/7b0MDx5sI6NpeP+bVuPvoE/F+CbxGHDtpg60x1PG34OrItC6Wgv+ToqNQ720oAdLyAr4c2BFd2SJVZWH/VTgL4NJ0I+hD8oQ7PLgwUNxGFlHKyYPk6AdwM7QBuRU59k2IFl7xf7DavDBwv2xtSuJA4bX9HyABw//pTht0iCcNmmQNHu837Bo0A+YJxDI0g7avakc//tdGwC9SOHBg4fegaooUBQgV0KXMU4cgDF6MAefqiBl8Vq78MT9PPQaWPpujaS+eTMtWNwuK1Ime/awBw8erLFbUzn2GlgJABjXWIbpEgJf3txfGY53EyMmxv4tgt37V2DGiFru2j148OAO3Pq91TP9+A3l5v58J7ht9q6IBn0I+BScO7VZik0PHjwUh1wMoihmsVGnCPo9cT8POwF2Yat4ksbDBJjMmIyKf2UkgCnNVXhr/Taoirz55B48eOgZqqrgb+fsg7fWb8NegypNv3FZKJHQCzu4ih4H1CRBXMyDBw/bF+May7BmQzsAYP5eA6XYZCv+jZKChP2H1eDrqw5CMq2Z3sODBw/uYlBlBFWRAII+FWEJ48QBwK/SPk/QpyImxbJX8ffQi6iIBHD6JP0GOrKuBMftLt6LB5gzbLIc78dPmYibjhqDN8/fF3sPrpJi04MHD8WhJOTHwbvUSZ1f/yOCBssbg+UE4xrLMSgb/EcCKg4b5fWqevDQ17HimHEoDflQGQng/H2bpdgc30jriUwYUCnFLqCLJ3tBvwcPvQ9FUVAeDkgL+gGgLJS3FfSrCEmYrJaDV/H30KtYeexu+OUhIzGgIiKlZw7Qq/E59ev9h1ZLU79sqghjoTe/1oOHnQaLZgzHn/+zERkNuHPuOCk2faqCZ0/fC7/75zf40dh6DKiM9HyQBw8edmjsO7QGW645FKlMBlHO2GAnGFVfhmsP3QW/eetL/GTvQRhY5e0VHjx4MCMa9GNYTRSdyTRqo0Gp7Ueeqr8k7Iyq/n0F6YyGX//tM2zuTGDBtKHoX+HdTD148MDH19u6kcxkTDoeHjx48OCh97Fx40bU13uihB48FEJPvxNP1d/Dfw18qoJLDxyxvZfhwYOHPgCvyubBgwcPOxY0TfNETD14sIDMGr3X4+/BgwcPHjx48ODBg4deRygUQiwmS7rMg4edD7FYDKGQHA0PL/D34MGDBw8ePHjw4MFDr6O8vBwtLS3o7u6WWtn04KGvQ9M0dHd3o6WlRVobuUf19+DBgwcPHjx48ODBQ69DVVXU19ejra0NbW1tAODR/j381yOXBAuFQqivr4eqyqnVe4G/Bw8ePHjw4MGDBw8etgtUVUVlZeX2XoYHDzs9PKq/Bw8ePHjw4MGDBw8ePHjwsBPDC/w9ePDgwYMHDx48ePDgwYOHnRhe4O/BgwcPHjx48ODBgwcPHjzsxPACfw8ePHjw4MGDBw8ePHjw4GEnhhf4e/DgwYMHDx48ePDgwYMHDzsxvMDfgwcPHjx48ODBgwcPHjx42InhjfOThNy8xdwMUg8ePHjw4MGDBw8ePHjw4MFN5OLPXDxqBS/wl4Thw4cDAAYOHLidV+LBgwcPHjx48ODBgwcPHv6b0N7ejoqKCsvnvcBfElRVRW1tLT777DMoiiLN7vDhw/HZZ5/tsPb6is2+sEY3bPaFNbphsy+s0Q2bfWGNbtjsC2t0w2ZfWKMbNvvCGt2w2RfW6IbNvrDGESNGAAA+/fRTaTb7wud2w2ZfWKMbNvvCGt2w2RfW6IZNN+xpmoampqaCr/MCf0lQVRWqqhbMsji1W15evsPa6ys2+8Ia3bDZF9bohs2+sEY3bPaFNbphsy+s0Q2bfWGNbtjsC2t0w2ZfWKMbNvvKGgH8131uN2z2hTW6YbMvrNENm31hjW7YlG3P5/MZdgu+r7R39OAK/ud//meHttdXbPaFNbphsy+s0Q2bfWGNbtjsC2t0w2ZfWKMbNvvCGt2w2RfW6IbNvrBGN2z2hTW6gb7yuf9bv2/vc++Y9vqKze21BylaTyoAHopCY2MjAGDDhg3beSUePHjw4MGDBw8eegueD+jBg4ftiWL3IC/w9+DBgwcPHjx48ODBgwcPHnZieFR/Dx48ePDgwYMHDx48ePDgYSeGF/h78ODBgwcPHjx48ODBgwcPOzG8wN+DBw8ePHjw4MGDBw8ePHjYieEF/h48ePDgwYMHDx48ePDgwcNODC/w38nw+9//HhMmTEAkEkFtbS1OOOEEfPnll9RrbrrpJkyfPh2NjY0IhUJobGzEjBkz8Mwzz2ynVXvYEbBs2TL8+Mc/xtChQ6EoCpqbmwu+fuPGjTj99NNRX1+PcDiM8ePH45577umdxXrYIWHnGlIUpeB/S5Ys6b2Fe9gh8Mknn+AXv/gF9t57b9TV1aGsrAy77747lixZgs7OzoLHrlixwrh2vv/++15asYcdDWvXrsWJJ56I0aNHo6KiAiUlJRg9ejR+/vOfm66L1atX44ILLsDUqVNRUlICRVGwatWq7bNwDzsUivGlvXuYByvY9adJuH0v81T9dyLcfvvtOP/88zF16lScdNJJ2Lx5M2699VaEQiH885//RFNTEwDguOOOQzQaxZgxY1BTU4OtW7fi8ccfx+rVq3H1/2/v/mOquu8/jr+uXvlxFYuWFltp3W2s4AzMOqiArcxGusVVxW7DWlBZ1WZdKSMuadD5A6j4I5naWrC109CuOItVkaidWVtxZkFUXNu5Vd1i1QiFTihtRUB+ne8fjvv1ei9WbpULh+cjuQl8zud8fJ/mpJ/Pi/PjZmVp2bJlXj4SeIPFYtHQoUM1btw4HT9+XIMHD9a5c+fc9v3qq68UFRWlyspKpaeny263q7i4WPv27VNmZqaWL1/evcWjR+jKOVRQUOC2PTMzU2fOnNEnn3yiiIiI21gtepqMjAzl5uZq6tSpiomJkY+Pj0pKSrR9+3ZFRESorKxM/v7+Lvt9/vnnGj16tNrb21VfX6+qqioNGzbMC0cAb/vwww+1cuVKjR8/XiEhIbJarTpx4oTy8/M1ePBgffTRRwoODpZ09f81L730ksLCwhQYGKjS0lLl5+crJSXFuwcBr7rZtTRzGDrTlbXQtbplLjNgCjU1NcagQYOMcePGGS0tLY72Y8eOGRaLxZg3b94N929paTHCw8MNm81mNDc33+5y0QOdOXPG8fOYMWOMESNGdNo3IyPDkGTs3LnTqX3q1KnGgAEDjM8+++x2lYkerCvnkDsXLlww+vXrZ0RGRt7iytAbHDt2zKirq3Np/93vfmdIMnJzc93uN2PGDGPs2LFGcnKyIcmoqqq6zZWityksLDQkGTk5OY626upqo76+3jAMw3j33XcNSUZ+fr6XKkRP8F3X0sxhMAzP10LdMZdxq79JFBcXq76+XmlpabJarY72yMhITZw4Udu3b1dzc3On+1utVt13331qaGi4YT+Y1wMPPHDTfbdu3Sq73a4nn3zSqX3hwoVqaWlRYWHhrS4PvUBXziF38vPz1d7ervnz59+iitCbREZGKjAw0KU9MTFRknTixAmXbbt371ZxcbFef/119e/f/3aXiF7KbrdLkurq6hxtwcHBGjhwoLdKQg/0XdfSzGGQPFsLdddcRvA3iaNHj0qSYmNjXbbFxsbq0qVLOnXqlFP7l19+qYsXL+rUqVPKycnR/v37FRcXx0SIG6qurtaFCxcUExPjsi0mJkYWi8VxPgI3yzAM5efny2azadasWd4uBz1IZWWlJOnuu+92av/mm2+UmpqqZ599VuPHj/dGaeihmpqaVFNTo4qKCn3wwQd67rnnJElTpkzxcmXoyTxZS3dgDoOnunMus357F/QGHQujkJAQl20dbRUVFU7PG40aNUq1tbWSpP79+yshIUGvvfZaN1SL3uxG55qvr6+CgoJUUVHR3WWhlztw4IDOnj2rlJQUDR482NvloIdoa2tTdna2rFarkpKSnLYtWrRIra2tWrVqlZeqQ0+1efNmvfDCC47f77vvPr311luaNGmSF6tCT+fJWroDcxg81Z1zGcHfJBoaGiRdDV7X8/Pzc+rTYdeuXWpqalJlZaV27NihlpYW1dfXu1xVAa51o3NNunq+XX+uAd9m8+bNkqR58+Z5uRL0JGlpaSorK9OKFSsUGhrqaD98+LBef/11/fGPf3T7eAD6toSEBIWFham+vl4fffSR9uzZ43SbP+COJ2vpDsxh8ER3z2UEf5Ow2WySpCtXrri89bixsdGpT4eJEyc6fv7lL3+pWbNmacKECfr00081ZMiQ21wxeqtrzzV3GhsbeaM2uqSurk5FRUUKCwvTI4884u1y0EMsWbJEGzdu1Pz587V48WJHe0tLixYsWKBJkya53AUASFevznZcoU1ISNDPfvYzRUVFqaGhQYsWLfJydeipPFlLS8xh8Iw35jKe8TeJ4cOHS5LbW6xvdOvStebOnavq6mrt2rXr1hcI07jRudbU1KTa2tpvPdeAaxUUFOjKlStcKYFDZmamcnJyNGfOHG3atEkWi8WxLS8vTydPntSLL76oc+fOOT719fWSpAsXLrh85zb6toiICD300EPauHGjt0tBD+bpWpo5DJ7wxlzGFX+TiIqK0qZNm1RaWqoHH3zQaVtpaakGDRqksLCwG47R8dfML7/88rbVid5v2LBhCgkJ0eHDh122lZWVyTAMRUVFeaEy9FZbtmzRgAEDNGfOHG+Xgh4gKytLWVlZSk5OVn5+vvr1c75Gce7cObW3t+vHP/6x2/0ffvhh+fr6qqmpqTvKRS/R2NjI+gY35OlamjkMnvDGXMYVf5OYPn26bDabNmzYoNbWVkd7eXm5Dh06pMTERPn4+Ojy5cuOvyRdq62tTXl5eZKk6OjobqsbvdPTTz+ts2fPutwdsm7dOlmtVs2cOdNLlaG3KS8v1yeffKKpU6fyfhEoOztbmZmZSkpK0ptvvukS+qWrz9AWFRW5fDpe3Jafn6933323u0tHD1BdXe22vaSkRP/85z9Z3+CGbnYtfS3mMHjKG3MZV/xNIigoSCtXrlR6erp+9KMfafbs2aqpqdH69esVHBys7OxsSdJ//vMfxcXF6ec//7lCQ0M1dOhQVVRU6J133tHp06c1d+5cPfroo14+GnjD22+/7bil6OLFi2pubtaKFSskSYGBgUpNTXX0zcjI0I4dOzR79mwdP35cdrtdxcXF2rt3r5YuXfqdv88dvVNXzqEOW7ZskSS+9xjKy8vT8uXLdf/99ys+Pl7btm1z2h4cHKz4+HiFh4crPDzcZf/du3dLkn7yk5/wnpE+6rnnnlNVVZUee+wxjRgxQk1NTTp+/LjeeecdBQQEaO3atY6+58+f19tvvy1J+te//iVJ2rNnj+M272nTprl9ezvM62bX0tdiDsP1bnYt5JW5zICpFBQUGA899JDh5+dnDB061Jg5c6bx2WefObZfvHjR+PWvf21EREQYQ4YMMaxWq3HnnXcakydPNgoKCoz29nYvVg9viouLMyS5/YwYMcKl/+eff26kpKQYd911l+Hr62uMGTPGeO2117q/cPQYXT2HGhoajDvuuMMICQkx2traur9g9Chz587t9PyRZMTFxd3U/lVVVd1TMHqcwsJCY8qUKUZISIjh6+tr+Pn5GaGhoUZqaqpx/vx5p74lJSU3PN/y8/O9cxDwum9bS3dgDoM7XV0LXe92zmUWwzCMW/unBAAAAAAA0FPwjD8AAAAAACZG8AcAAAAAwMQI/gAAAAAAmBjBHwAAAAAAEyP4AwAAAABgYgR/AAAAAABMjOAPAAAAAICJEfwBAAAAADAxgj8AAAAAACZG8AcAAAAAwMQI/gAAAAAAmBjBHwAAAAAAEyP4AwAAAABgYgR/AAAAAABMjOAPAAAAAICJEfwBAAAAADAxgj8AAAAAACZG8AcAAAAAwMQI/gAAAAAAmBjBHwAAAAAAEyP4AwAAAABgYgR/AAAAAABMjOAPAAAAAICJEfwBAAAAADAxgj8AAAAAACZG8AcAAAAAwMQI/gAAAAAAmBjBHwAAAAAAEyP4AwAAAABgYgR/AAAAAABMjOAPAAAAAICJEfwBAAAAADAxgj8AAAAAACZG8AcAAAAAwMQI/gAAAAAAmBjBHwAAAAAAEyP4AwAAALeYxWJRSkqKt8sAAEkE/04dPHhQFotFq1ev9nYpAAAAuM061n6dfQ4ePOjtEgHAY1ZvFwAAAAD0FDNnztQTTzzh0j569GgvVAMAtwbBHwAAAPifsWPHKjk52dtlAMAtxa3+XbBx40Y9/vjjGj58uHx8fHTPPfcoOTlZ586dc+nb8VzX3/72Nz366KOy2WwKCgrS/PnzVV9f3/3FAwAA4DsrLCzUI488ooCAANlsNo0fP147duzotP8HH3yg6Oho2Ww2BQcHKy0tjbUggG5H8O+CtWvXKjg4WOnp6crLy1NiYqKKiooUGxur2tpal/4ff/yxpk+frujoaK1fv17x8fHasmWLFi5c6IXqAQAA8G0aGhpUU1Pj9Ll06ZIkacmSJXrqqacUEBCgl156SWvWrNHAgQP1i1/8Qnl5eS5j/f3vf1dCQoJiYmL0+9//XhMnTtSrr76qJ554Qu3t7d19aAD6MIthGIa3i+iJDh48qEmTJmnVqlXKyMiQJF2+fFkDBw506vfhhx9q8uTJWrNmjV588UVHe8eLYEpLSxUdHe1o/+lPf6q//OUvqqur06BBg7rnYAAAAHBDHWs/d6ZPn66lS5cqMjJSGRkZWrVqldP2hIQEHThwQJWVlQoICJB0dS0oSUVFRUpISHD0/c1vfqMNGzaooKBASUlJt+dgAOA6XPHvgo7Q397erq+//lo1NTX6wQ9+oDvuuENHjhxx6R8TE+MU+iXpscceU2trq9vHAwAAAOBd8+bN0/vvv+/0yc7O1p/+9CdJ0pw5c1zuCJg2bZouXbqkw4cPO40VGhrqFPolOS4oFRUVdcvxAIDEy/265MCBA8rOztaRI0fU1NTktK2urs6l/wMPPODSduedd0qS20cDAAAA4F0jR47U5MmTXdpPnjwpSfr+97/f6b5ffPGF0+/uvgngnnvuUWBgoM6cOfMdKwWAm0fwv0lHjx7V448/rpEjR2r16tWy2+3y9/eXxWLRU0895fY5rf79+3c6Hk9YAAAA9B4da7f33ntPAwYMcNtnzJgxTr933O7vbqzOtgHA7UDwv0nbtm1TW1ub/vznP8tutzvaL1++7PZqPwAAAMxj1KhR2r9/v0JCQhQeHn5T+3z66acubVVVVfr666/d3hkKALcLz/jfpI6r99dfqV+5ciVvZQUAADC55ORkSdLixYvV2trqsv2///2vS9vp06e1e/dup7Y1a9ZIkmbMmHHriwSATnDF/ybNmDFD69ev15QpU/Tss8/Kx8dH77//vv7xj38oKCjI2+UBAADgNoqKilJWVpaWL1+usWPHKjExUffee6+qqqp0/Phxvffee2pubnbaJzw8XMnJyVqwYIEefPBBlZSUaMeOHYqLi9OsWbO8dCQA+iKu+Hei48p+x5X+CRMmaOfOnRo4cKCWLl2qzMxM+fv7669//avLV/wBAADAfJYtW6a9e/dq+PDhevnll/X888/rjTfe0JUrV/TKK6+49B83bpx2796t0tJS/fa3v9WhQ4eUmpqqPXv2qF8/luEAuo/F4C1zbhUXFyshIUFvvPGGFixY4O1yAAAAAADwCH9q7ERZWZkk3fTLWwAAAAAA6Im44n+dbdu2qby8XK+++qpGjx6tjz/+mK9bAQAAAAD0WgT/6wwZMkQWi0WTJ0/WunXrFBIS4u2SAAAAAADwGMEfAAAAAAAT4xl/AAAAAABMjOAPAAAAAICJEfwBAAAAADCxPhn8//3vf2vZsmWKjo7WXXfdpYCAAI0dO1Y5OTm6fPmyS/8vvvhCzzzzjIKDg+Xn56eIiAj94Q9/6HT8bdu26Yc//KH8/f0VFBSkWbNm6fz58277dnVsAAAAAAC6ok++3C8jI0O5ubmaOnWqYmJi5OPjo5KSEm3fvl0REREqKyuTv7+/JOmrr75SVFSUKisrlZ6eLrvdruLiYu3bt0+ZmZlavny509i5ubl64YUXNGHCBCUnJ6umpkYvv/yyfH19dezYMd17772Ovl0dGwAAAACAruqTwb+8vFwjR45UYGCgU/uSJUuUk5Oj3NxcPf/885KkRYsWafXq1dq5c6eefPJJR99p06Zp//79On36tOx2uySptrZW3/ve9zRq1CgdOXJEVqvV8e89/PDDeuaZZ7R582bHGF0ZGwAAAAAAT/TJW/0jIyNdQr8kJSYmSpJOnDjhaNu6davsdrtTMJekhQsXqqWlRYWFhY624uJi1dfXKy0tzRH6O/69iRMnavv27WpubvZobAAAAAAAPNEng39nKisrJUl33323JKm6uloXLlxQTEyMS9+YmBhZLBYdPXrU0dbxc2xsrEv/2NhYXbp0SadOnfJobAAAAAAAPEHw/5+2tjZlZ2fLarUqKSlJ0v//ISAkJMSlv6+vr4KCglRRUeFou1H/jraO/l0dGwAAAAAAT1i/vUvfkJaWprKyMq1YsUKhoaGSpIaGBklXg7g7fn5+jj7f1t/Pz8+pT1fHBgAAAADAE1zx19WX+m3cuFHz58/X4sWLHe02m02SdOXKFbf7NTY2Ovp8W//GxkanPl0dGwAAAAAAT/T54J+ZmamcnBzNmTNHmzZtksVicWwbPny4JLm95b6pqUm1tbVOt+rfqP/1t/Z3dWwAAAAAADzRp4N/VlaWsrKylJycrPz8fPXr5/yfY9iwYQoJCdHhw4dd9i0rK5NhGIqKinK0dfxcWlrq0r+0tFSDBg1SWFiYR2MDAAAAAOCJPhv8s7OzlZmZqaSkJL355psuob/D008/rbNnz2rXrl1O7evWrZPVatXMmTMdbdOnT5fNZtOGDRvU2trqaC8vL9ehQ4eUmJgoHx8fj8YGAAAAAMATFsMwDG8X0d3y8vKUmpqq+++/X9nZ2erfv7/T9uDgYMXHx0uS6urqFBkZqerqaqWnp8tut6u4uFh79+7V0qVLlZ2d7bTvK6+8ovT0dE2YMEGzZ89WTU2N1q9frwEDBqi8vNxxi78nYwMAAAAA0FV9MvinpKTorbfe6nR7XFycDh486Pi9qqpKixcv1r59+/TNN99o5MiRSk1N1a9+9Su3+2/dulVr167VyZMnZbPZFB8fr1WrVslut7v07erYAAAAAAB0RZ8M/gAAAAAA9BV99hl/AAAAAAD6AoI/AAAAAAAmRvAHAAAAAMDECP4AAAAAAJgYwR8AAAAAABMj+AMAAAAAYGIEfwAAAAAATIzgDwAAAACAiRH8AQAAAAAwMYI/AAAAAAAmRvAHAAAAAMDECP4AAAAAAJjY/wHP3KKTs22/EQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "samples_tidal_day = 99\n", "box24 = df.rolling(samples_day,center=True,min_periods=96).mean()\n", "box25 = df.rolling(samples_tidal_day,center=True,min_periods=99).mean()\n", "gdn = godin(df)\n", "coslan = cosine_lanczos(df,'40h')\n", "ax1 = box24.plot()\n", "box25.plot(ax=ax1)\n", "gdn.plot(ax=ax1)\n", "coslan.plot(ax=ax1,color=\"0.35\")\n", "ax1.legend(['24 hour boxcar','25 hour boxcar','Godin','cosine-Lanczos'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So at this point we've tested the ability of the filters to eliminate the tides, their so-called stopband characteristics. Now what about their ability to capture or \"pass\" the lower frequencies that are of interest? For this we need to add a subtidal (slow varying) component to the tide. To do this we will use a function called a \"chirp\" which transitions from a period of 12 days to a period of 4 days -- in both cases much longer than a tidal day." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Create the chirp and show it.\n", "f0=1./(24.*12.)\n", "f1=1./(24.*4)\n", "subtide = 0.5*scipy.signal.chirp(thours, f0, thours[-1], f1, method='linear', phi=0, vertex_zero=True)\n", "dfsub = pd.DataFrame(index=df.index,data=subtide)\n", "ax=dfsub.plot()\n", "\n", "\n", "# Add it to the original tide\n", "df_with_sub = df.squeeze() + dfsub.squeeze()\n", "df_with_sub = df_with_sub.to_frame()\n", "df_with_sub.plot(ax=ax)\n", "ax.get_legend().remove()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we attempt to extract the known subtidal signals using some of the tidal averages and filters. Doing so reveals differences that may be significant in some applications. The Godin filter attenuates signals with periods of 3-7 days by as much as 30%. The 25-hour boxcar (which is one of the \"ingredients\" of the Godin filter) attenuates less, but adds wiggles. The cosine-Lanczos filter is better in both regards, but as we have already mentioned it amplifies gaps and boundary effects. One useful step to help minimize this is to interpolate small gaps before applying the filter. The way to do this is shown in the first step in the followoing snippet, but of course it wouldn't do anything here because there is no missing data." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Linear by default, this will leave any gaps longer than 4 samples. In this case there is none so this does nothing.\n", "df_with_sub = df_with_sub.interpolate(limit=4) \n", "\n", "box25 = df_with_sub.rolling(99,center=True).mean() # Boxcar spanning 99 15min values\n", "gdnsub = godin(df_with_sub) # Godin\n", "cl_sub = cosine_lanczos(df_with_sub,'40h') # cosine-Lanzos squared\n", "l_sub = lanczos(df_with_sub,'40h')\n", "\n", "\n", "ax1=dfsub.iloc[2500:3800].plot(color=\"0.1\")\n", "box25.iloc[2500:3800].plot(ax=ax1)\n", "gdnsub.iloc[2500:3800].plot(ax=ax1)\n", "cl_sub.iloc[2500:3800].plot(ax=ax1)\n", "l_sub.iloc[2500:3800].plot(ax=ax1,color=\"0.6\")\n", "\n", "ax=dfsub.plot(color=\"0.1\")\n", "box25.plot(ax=ax)\n", "gdnsub.plot(ax=ax)\n", "cl_sub.plot(ax=ax)\n", "l_sub.plot(ax=ax,color=\"0.4\")\n", "ax.legend([\"actual\",\"boxcar\",\"godin\",\"cosine_lanczos\",\"lanczos\"])\n", "ax1.set_title(\"Close Up\")\n", "ax1.get_legend().remove()\n", "\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The passband, stopband and fidelity of the filters can be compared by looking at their frequency response as shown below. The response shows why we need to use 40h as the cutoff for the cosine-Lanczos filter to make sure it is really near zero by the diurnal periods of O1 and K1. You will be able to see that the boxcars pick up 5% of the tidal frequencies in a \"bump\" in the stopband, particularly the diurnal frequencies. Finally, note that the Godin filter performance in the pass band is quite attenuated -- at periods of 100 hours, the attenuation is more than 20%. The Lanczos filter without the cosine taper slightly exaggerates signals in that range. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from vtools.functions.frequency_response import compare_response\n", "compare_response(40)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "VTools also provides a simplified interface to the Butterworth filter. However, Butterworth filters are members of the class of \"infinite impulse response\" filters. These are kind of hard to use for imperfect, gappy data.\n" ] } ], "metadata": { "kernelspec": { "display_name": "schism", "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": "3.10.13" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }