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1 Answer
Amari Yoichi
Answered 5 months, 3 weeks ago
<p id="isPasted"><strong>Ways to Predict Exchange Rates</strong></p><p>Many methods have been created to forecast currency price direction, check some of them below.</p><p><br></p><p><strong>1. Fundamental Analysis</strong></p><p>This forecast method includes all the factors mentioned above, such as monetary policy, domestic and foreign government policy, and global economic and political conditions. Knowing the factors that may affect a currency and constantly following economic releases and news, a trader has the potential to forecast its value.</p><p><br></p><p><strong>2. Technical Analysis</strong></p><p>This approach doesn’t consider the influence of external forces. Rather, it uses patterns discovered from historical price data and statistics to forecast future movement. Indicators, trendlines, and candlestick and chart patterns are essential instruments of technical analysis. You could use the TickTrader platform to discover technical analysis tools.</p><p>These were common methods for currency exchange predictions. Below you will find five macroeconomic approaches you may implement when analysing currencies.</p><p><br></p><p><strong>3. Relative Economic Strength</strong></p><p>It’s already been established that numerous economic factors make up FX rate forecasts. However, many traders are unaware that these factors also interact with each other.</p><p>For example, a country’s inflation or unemployment rate can give traders an idea of what its monetary policy will be like. So, traders can observe these economic factors. By doing this, they get an idea of what’s going to happen to the domestic economy and exchange rates.</p><p>Of course, this currency projection method isn’t the most accurate out there. It won’t provide any numbers regarding the new currency value; however, it will be possible to tell if the currency increases or decreases in the short term.</p><p><br></p><p><strong>4. Econometric Model</strong></p><p>This FX rate forecast method is personal, as it differs between traders. Here, Forex traders select whatever metrics they believe influence the currency market the most. Comparing economic conditions in two countries, traders could forecast an exchange rate.</p><p>For example, considering the EUR/USD pair, a trader could compare interest rates in the EU and the US, GDPs, and the unemployment rate. By determining differences, they may predict the direction of a pair’s rate.</p><p><br></p><p><strong>5. Purchasing Power Parity (PPP)</strong></p><p>While the relative economic strength approach gives a direction for currency movement, purchasing power parity says what the rate is supposed to be.</p><p>This method asserts that the price of goods and services should be equal, regardless of the country. If there are any differences in price, a trader can calculate the suitable exchange rate that will make goods or services cost the same.</p><p>For example, a table in France costs €50, while that same table is priced at $80 in the USA. Considering the difference in price, a trader can determine the EUR/USD pair’s value. To buy the same table in France and the USA, the EUR/USD rate must be $1.6.</p><p>Knowing the required exchange rate, traders might determine whether a currency is overvalued or undervalued. With this, they can make a guess at future currency values.</p><p><br></p><p><strong>6. Interest Rate Parity (IRP)</strong></p><p>The interest rate parity is quite similar to purchasing power parity. But PPP focuses on the prices of goods, while IRP focuses on currency and interest rates.</p><p>The general concept of this model is that the differential between interest rates should equal the differential between spot and forward exchange rates.</p><p>So, if an investor exchanges a domestic currency for a foreign one and invests it in a foreign economy or uses a domestic currency to invest in the home country and converts the proceeds from the investment into a foreign currency, their earnings will be the same in both cases.</p><p>The Interest Rate Parity method implies the following formula:</p><p>Common ways to forecast currency exchange rates</p><p><img data-fr-image-pasted="true" 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4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQIECBAgAABAgQIECAgMFYDBAgQIECAAAECBAgQIECAAAECBAgQIDAV0GGsGggQIECAAAECBAgQIECAAAECBAgQIEAgCwiMFQIBAgQIECBAgAABAgQIECBAgAABAgQICIzVAAECBAgQIECAAAECBAgQIECAAAECBAhMBXQYqwYCBAgQIECAAAECBAgQIECAAAECBAgQyAICY4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQIECBAgAABAgQIECAgMFYDBAgQIECAAAECBAgQIECAAAECBAgQIDAV0GGsGggQIECAAAECBAgQIECAAAECBAgQIEAgCwiMFQIBAgQIECBAgAABAgQIECBAgAABAgQICIzVAAECBAgQIECAAAECBAgQIECAAAECBAhMBXQYqwYCBAgQIECAAAECBAgQIECAAAECBAgQyAICY4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQIECBAgAABAgQIECAgMFYDBAgQIECAAAECBAgQIECAAAECBAgQIDAV0GGsGggQIECAAAECBAgQIECAAAECBAgQIEAgCwiMFQIBAgQIECBAgAABAgQIECBAgAABAgQICIzVAAECBAgQIECAAAECBAgQIECAAAECBAhMBXQYqwYCBAgQIECAAAECBAgQIECAAAECBAgQyAICY4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQIECBAgAABAgQIECAgMFYDBAgQIECAAAECBAgQIECAAAECBAgQIDAV0GGsGggQIECAAAECBAgQIECAAAECBAgQIEAgCwiMFQIBAgQIECBAgAABAgQIECBAgAABAgQICIzVAAECBAgQIECAAAECBAgQIECAAAECBAhMBXQYqwYCBAgQIECAAAECBAgQIECAAAECBAgQyAICY4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQIECBAgAABAgQIECAgMFYDBAgQIECAAAECBAgQIECAAAECBAgQIDAV0GGsGggQIECAAAECBAgQIECAAAECBAgQIEAgCwiMFQIBAgQIECBAgAABAgQIECBAgAABAgQICIzVAAECBAgQIECAAAECBAgQIECAAAECBAhMBXQYqwYCBAgQIECAAAECBAgQIECAAAECBAgQyAICY4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQIECBAgAABAgQIECAgMFYDBAgQIECAAAECBAgQIECAAAECBAgQIDAV0GGsGggQIECAAAECBAgQIECAAAECBAgQIEAgCwiMFQIBAgQIECBAgAABAgQIECBAgAABAgQICIzVAAECBAgQIECAAAECBAgQIECAAAECBAhMBXQYqwYCBAgQIECAAAECBAgQIECAAAECBAgQyAICY4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQIECBAgAABAgQIECAgMFYDBAgQIECAAAECBAgQIECAAAECBAgQIDAV0GGsGggQIECAAAECBAgQIECAAAECBAgQIEAgCwiMFQIBAgQIECBAgAABAgQIECBAgAABAgQICIzVAAECBAgQIECAAAECBAgQIECAAAECBAhMBXQYqwYCBAgQIECAAAECBAgQIECAAAECBAgQyAICY4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQIECBAgAABAgQIECAgMFYDBAgQIECAAAECBAgQIECAAAECBAgQIDAV0GGsGggQIECAAAECBAgQIECAAAECBAgQIEAgCwiMFQIBAgQIECBAgAABAgQIECBAgAABAgQICIzVAAECBAgQIECAAAECBAgQIECAAAECBAhMBXQYqwYCBAgQIECAAAECBAgQIECAAAECBAgQyAICY4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQIECBAgAABAgQIECAgMFYDBAgQIECAAAECBAgQIECAAAECBAgQIDAV0GGsGggQIECAAAECBAgQIECAAAECBAgQIEAgCwiMFQIBAgQIECBAgAABAgQIECBAgAABAgQICIzVAAECBAgQIECAAAECBAgQIECAAAECBAhMBXQYqwYCBAgQIECAAAECBAgQIECAAAECBAgQyAICY4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQIECBAgAABAgQIECAgMFYDBAgQIECAAAECBAgQIECAAAECBAgQIDAV0GGsGggQIECAAAECBAgQIECAAAECBAgQIEAgCwiMFQIBAgQIECBAgAABAgQIECBAgAABAgQICIzVAAECBAgQIECAAAECBAgQIECAAAECBAhMBXQYqwYCBAgQIECAAAECBAgQIECAAAECBAgQyAICY4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQIECBAgAABAgQIECAgMFYDBAgQIECAAAECBAgQIECAAAECBAgQIDAV0GGsGggQIECAAAECBAgQIECAAAECBAgQIEAgCwiMFQIBAgQIECBAgAABAgQIECBAgAABAgQICIzVAAECBAgQIECAAAECBAgQIECAAAECBAhMBXQYqwYCBAgQIECAAAECBAgQIECAAAECBAgQyAICY4VAgAABAgQIECBAgAABAgQIECBAgAABAgJjNUCAAAECBAgQIECAAAECBAgQIECAAAECUwEdxqqBAAECBAgQIECAAAECBAgQIECAAAECBLKAwFghECBAgAABAgQIECBAgAABAgQIECBAgIDAWA0QIECAAAECBAgQIECAAAECBAgQIECAwFRAh7FqIECAAAECBAgQIECAAAECBAgQIECAAIEsIDBWCAQIECBAgAABAgQ2lcDo4Hs7Kky/XyjE+Lemn8c/HOXvTL67qQ7bzhI4gQTSu3S8rX5efX+P37ujtW/n/69tN/W3If36+HnW/5k4gTgdKgECBAgcooDA+BDB/DoBAgQIECBAgACBYycwDooqlXLs27s3tm3bFv1eP4qFUnS73Rwu1er1aLa68bo3vCH+6EOXxUl3uENEoRhXXX1NbN+2JaLXinIx4rnPfW6cfvqjot8fxr59+2LXrh2xsLAUjUbj2B2eVyZwggpMot5CoRh///f/O556/tNibm4+FheXY3ZmLobDUbTb7SiXCnH66Y+O3/zNZ0ar1YydO+ZjaWkl5rfMRqvVinKpuL9gTogncfFq3Lzu2tIJyu2wCRAgQOAWBATGSoQAAQIECBAgQIDAphEYxTAGUSwWYjQYRq1Wj4V9CzlQKlfKMeiPot3pxZ7rro/HPuGJ0U/5crEUV1+7J+50l7vE8uK+mCmN4s53PDk++MEP5gBqbm4uKpVS7N27ENu3b41ut79pNOwogc0vMI6K13cUt9qdePGLXxr//a//RwwHEdVqLb8v5+fmot1eiZlGPf7kTz4S8/OzUSoVolYrxp4918X27dtilB6Qu44Lq83H07B4cseBLuPNXzWOgAABAkdbQGB8tIU9PwECBAgQIECAAIEjJjCKQimi2VzJ4VHqLL7+uutj29btUSqXotPuR38wjLe+7ZJ49/veH425uRhFMbqDQdQbjSjGMEbtlXjhb/2X3F2cuhfr9Xreu16vF9VqNUajm7it/YgdgycicAILTNLawupoiVWKyQiZXq8fM7P1+Iu/+O/xrGc/N2Zn56Pb6UW/P4gt8/PRbrei1VyOCy+8IM4//6zodAcxHA6iVi1Hr9fNF5PWGojXJcPpu2vDaHQYn8AF6NAJECBw6wQExrfOyW8RIECAAAECBAgQ2AACoyhXS7G4uBAzKQBOoyg63ajXGtFudyNlvVdfc2085rGPz2HxD66+Oua3bI0NfkP0AAAgAElEQVTG7Gxcd8MNMduoxT3ucse49H3vieFwGHNzM3kMRfp/6i5eXm7m0NhGgMBRErhRYLy+w7gQk8B4cbEdTzrrnLjmmmuj2+lHqVSKXrcXpVIx5mZnImIYH//4x2LL1pm4/vrr4+STdkaz2YxyuZR3PMfGa9d+pvOQ87cExkfp5HpaAgQIHD8CAuPj51w6EgIECBAgQIAAgeNeYNxhPBj0IzUoDgbDaDRm1zoQZ2fr8Y4/eG+86c1vjm3bd0S714tSuRztdidm5uaiubwUF73kRfHwhz00+v1+1GqVuP76vbFz5/bo9dKt7KHD+LivIQd4TAVuMjBOQW4KeQt5jEy5XIgPfPBP4rWvfV3MzIzvJui021Gr1aLf60a/34uzzjoznvb086NQGEWn3Yx6vRaj0XAcGB8kLM7vb4HxMT39XpwAAQKbRUBgvFnOlP0kQIAAAQIECBAgEKPo9jsxOzMT/cEg+t1+1OuNaDbb0Vhd7O7ss8+Jf/7Xb8VwNIotW7fFdTdcH8VSKWZmZuIud75TXPqed0YM+/nr8UJ5EbVaNbrd3jhoSqGVjQCBoyNwU4Hx5G2Xfl4o5UXulpabcdppj8x3D/S6/bwg5XAwiJWVldixY3vuNv6Tj14Wu3amhe+a0ainkTKrgfF+6fD0PS0wPjqn1bMSIEDgeBMQGB9vZ9TxECBAgAABAgQIHMcCo+gNujk4SjOHC1GMiGL0+8Oo1yvxJ3/y8XjDGy+OdhpTUa/necYpXNq6fVv0B/141m9eGE8447To9wbRarXy71Sr5di3bzG2bt0SzWYrKpXKcezn0AgcY4FbCIwH/WGUypV8QShdyHn7298d73//pfmCTho9k+4MSFta+G7fwt549atfFb/4C/8xZmdr0Wq1o1xKfxPWb4Uo5Ncch8aj1GPsmtAxLgIvT4AAgY0vIDDe+OfIHhIgQIAAAQIECBBYFRhFsZzmnI4XwZqZmY1edxDFUlrwqh9PfOKZ8S//+q1oNNKM04iFhcXYsXNHLC0vxZ3ufKf4g3dcEju2zOewKQXGs7ON6HR6OSRO80/TTONudxxI2QgQOAoCtxAYpwbhUaEQtWol9i2uxExjNn7plx6U55OnQLhSruYRM7NzM9FuN+P+P3u/eMMbXheVSimPqhgvejeZR7GaDKcxFwLjo3AyPSUBAgSOXwGB8fF7bh0ZAQIECBAgQIDAcScwiuGwH7V6Pa6/4YbYvn1HDoK6vWH82Z99Ll7+iouiUqnm8HgwGESlkoLkbr51/WGnPixe+IIXRDGG6wKl4w7IARHY2AK3NJIidwEXotdP799q7hh+y1veER/96OWxuLgco2Eh5ufno91uR7VWjsXFffHud70z7n//fxsry+mugfEc4xQVF4up27iQF7VMncvpc7kyXhTPRoAAAQIEbk5AYKw+CBAgQIAAAQIECGwagVGMRmlxulFKg6JQLEdzpR1btszGeU99Znz5y1+JcrkSy8vLsWPHjryG1vXX74lGox4fuPTSuMc97hbDtGDepjleO0rgOBNYGw+RRkOkTuDxxyRHHo1GUSgW81iZWq0epVIp/s83/jHSbPK0wGWMStHpdKPVasbc/GyUSoW45z3vHu/8w3fk93taDC+3I68NoUh/KkpRKpajVIrorY60OM5UHQ4BAgQIHGEBgfERBvV0BAgQIECAAAECBI6ewCiKxVEMhoOoVuvR6fWj3xvFD668Oh716NNzoJRGVaSQadDvxWDQj1q1HA996K/FC1/4W1EsRF40y0aAwDEQWDdLeJzopgXqJoHxOORNgXGpXM4zi9Ms48FgFPVaJc477xnxla98LYajUgwGw3z3QHpsWuhu797r4xOf+Fj80F3unLuLS7mzOHJHcVo8L3UZl1NoXCrkvw/joNpGgAABAgRuWkBgrDoIECBAgAABAgQIbBqBYRQKKVAqRqvdjWKpEpVqNV7yklfFZz5zRZTK1bwoVr1Wi+bKcu4m3rp1Pi7/6EeiXC7Gtm1bY5QDJBsBAre7wFpgnHr8V7uLV0Pj0Wq3cQp5q7V6DnoHw1GeV5wuBH35y1+Op5739KhUZ/LImcnoiebKUszPz8ZjH/eYeMpTnhyjQbpgVIxCajdefasXCsUYDkb570H627H2g9sdwAsSIECAwGYREBhvljNlPwkQIECAAAECBAhE6hjs5zmkC4vLsX37zvj+ldfGqQ8/LWZm52JxcSnq9Xos7FuIO9/xlFhaWoy73+2u8eEPXRqddifKpVIM8+3qhlIoJgK3u8CtDIxrtUb0B4McGKf36vLySuzYvjXOP/+Z8Y/f/Nc8y7jX68TWrVvyyJlt27fG1vm5eP/73xfzW+YjR8LpfT4aRblczh/py263G5VymmHsotHtfu69IAECBDaZgMB4k50wu0uAAAECBAgQIHAiCwzT6OIYDPsxHBUiBUuX/tFl8Xu//7rxOIp8q3ol2s1mbJmfi5WlhXjVqy6KX/xPD8xdiO1mK4rldCu7wPhEriLHfowEbkVgnPasWCpHu9OJUqkctWotWu1OHkPx1a98I8576gXRqM9Gt9eJmZnUidyPTrcd5WIxnv3sZ8XjHn9GHj2TRtX0ut3caZz+JqTPvV4vL6InMD5G59/LEiBAYBMJCIw30cmyqwQIECBAgAABAie6wDgwTnlvGkdxzbXXx7Of+/z41re/G8vLzajVG3n26dzMTFy359r4mX9zn3j/+94d3U4zZhr16PW6eWyFwPhEryPHf0wEbkVgnLqBW+12nmOcVrGrlmu503hxcTEajbl46ENPi4V9y1GuFKPTacfsbCPa7VaUS4W4611/KN79nnfF7Ex9LTROI2rSTPP0nk8zzQXGx+TMe1ECBAhsOgGB8aY7ZXaYAAECBAgQIEDgxBUY5dC3MTMT3W4//vKv/jqe/dznxez8ljzrtFKt5dvOq+VKdDut+P1XvzL+wwN/LgdIvU47dxoO8t3om7nD+LbeTr+Zj32DVH4KPvdbOO1mzkkOSW9mu9kF2NY99kavuUEsDnU3RuMF6XKX7+rc4vT/9C+9LauVauxb2Bdbt26LXr+fF6lL3cVzszPRbPXive/9YLz7Pe+LYrGY55VXqpU8mziFxtu2bom3v/2SOOmk3bFr545xaNzv5+7iYqGQF8FLo41tBAgQIEDglgQExrck5OcECBAgQIAAAQIENpDAYBhRqZSjWIo46+ynxT/84zej1x/EcDSMQnG82FW/143CaBhf+NyfxdxsIyrFQlTKxSiUStHr9mO0aVOjSTB5uKHxJC2Tmh12Sd9E4DkZc5DqL120KBWLUSqWIy24lkYrpJm6zWYzZmdno91ujxdnrNeiUhsHnt1eL//OuBs2bekcrX6sdeambw0Pe9c3zANvReA+rfD1tVqIpZVWPOABD4w7nHLH2Lt3X1RqtWx61ZVXxfbt2+M+P3XveMfb3xS97iiq5UKMhsMYDnpRLBaiXC5FL/0B2dQXjDbMWbQjBAgQOK4FBMbH9el1cAQIECBAgAABAseXQCEKhVIsr7Tj6muuicc9/gnjMRS9FLh1o1avRYyG0e/34omPf2w85dxzolatRHE0zIFxmmFaKJYFxgKzw3tb3MxIhXFgPA58U/drCor7vV50O/0cUNZqtSiVi6k8o7DaZDvoD6LdbsZgOMidso1GGqnSPSAsXp3Bks/Z+DX2724+vEPZjI/KS+AVS/H8F7wg/vwv/lueYd7tDaJSqUar1YlGvR6jdKHo85+L2Xo5et1e1Gtp0btC9DqtGAwGUarUYqT+N+Ppt88ECBC4XQUExrcrtxcjQIAAAQIECBAgcFsE0gJWpWi1I9793vfExRe/OXafdHIsrzSjUCxEtVrJYXGaU/qRD38odu7YFvNzjWi3WjFTr0Wn04lCabMvene43cUTd93Fh12BtyIwTl3EtVo9h8alYinKpUqeq93pdPP3Uhdx2lKTe+qUr9bTTO00aqUXzeZKDo337y4WGE/OV5KrVMvxt//ry3H+U58e9Ubq1u7mGcfVai0HwmlO8bnnnB0XPuOcSHKtZieKhVHU69VoNZtRToHxpr3D4LAr1wMJECBA4BAFBMaHCObXCRAgQIAAAQIECBw7gXGH8cJiM84+95y44Ya90Wy1Y6XZjPkt8zmMSx2GP/WTPxnvePvbYtDvxtxsLZaXlmN+biaPARiuv73/2B2IV96MArciME5zslN3cQqIh8NR1Kv1PIM3/b9am4ybGB98p92N3qCXRyWUSineTPWb+2jXjaMQGK8PjPuDYRRL5Tj//KfH17/+f/L/e/1h7jJO3dmzszNRKhbis1d8OmYahWi3utHvdmJ+fjaGKVAehsB4M7737DMBAgRuZwGB8e0M7uUIECBAgAABAgQIHK5AupW8VC7Fxz7+6XjZy14eu3fvjuuuvz6PAahUq3mOceoufvGLfyce/Mu/HJVyRMrhlhaXYsv8fO4wLFUqZpge7gk40R93KwLj8RzichSL49EUg/4od8GmBddSF2zqck/hcJp1HDHMYyrS1+lCR+qOTY8RGN90oXVSKDw3Ex+9/JPxylf+bpQr1RjlXuJx93YKjdOCdy976e/ET9/n3rFj+2ye4tFtt/LfieFaGH+iF7PjJ0CAAIGbExAYqw8CBAgQIECAAAECm0QgBUOVajHOPucZ8X//7/8dj5goFmNubi4WFxfzbf67du+Myy//aFTL5WjUS/mW9BgNYnZmJncaV9OcYzNMN8kZ32C7eWB3el6AbnWucP4cUa1WY2FhIddYozGTO+KLhWKkHLjbHf9Omqmb17YrRPR6/ej1urnLOD12PMM4bQd2GU8sTtwZxlmlWMyLXO7btxBPfspT4zvf/X5UKrV850C5XI5Oux27d++Ke9z9R/Lid+m0jIb9fCEpjfyoVOve/xvsbWV3CBAgsBEFBMYb8azYJwIECBAgQIAAAQIHEUiB8T9885/jaU+/IHcL7t27N898TWFbmlM8HA7ijDNOjxe84DnRanbHt/mnVcYi8uJ3edG7yYpjm1T4ti7YVVgNNjfp4R/73V4LjSfB7SQwHu9auVKJlZWVfBEjbX/zN38bf/3f/ya+9rWv549Ur/e970/HQx/6a/HzD3xAbN++Jf9+qt08v3h1xvH42VZD4xu95rFnOFZ7kGYYLy6tRL3eiLe+9ZJ47/s/mEP53Gk8HOXFBVdWlvOdBZ/77BVRr1eiWilFvVaJVqsV5bI7DI7VufO6BAgQ2EwCAuPNdLbsKwECBAgQIECAwAktkALj17zujfHRyz+ew9+tW7fmjsxutxNbt8xHu92OD33oj+OH73rn3Lk5Gg5iZiaNAejl35+bncnf38zbODA+3IXr0qNv66J5m1nvCOx7Dm/TKdi/szh9a7woWyUWl5ajVq3ngDiFml/60t/G7OxcHlWRFma89tprY+vWLfGwh/16nHHGo+Ne97pHPqPLy8u5y3j/s7s+NJ687hE4jk36FGkkzfLySh7v8dWvfSMuuPBZ0e2lsH0mfz9dSEofhRjGM55xfpz2Gw+PbVtnYu/efbFj+7a8AOHhv382KZrdJkCAAIFDFhAYHzKZBxAgQIAAAQIECBA4egJp1mu9Xo2lpZXcLViplOMHP7gy7nznO8bySicecdrpeWbplVdembs40wJXrVYzz379mZ/5t/HWt7x5bUzAwcLRjR6Yptm2g8EgL9CXwsNqtZwD7/S9mZl6pLx7vIhamolbjmuu2ROf/vSn40tf+lK+JT9t6XfTlkzSRwrVTz311Hj4w38tet30M6HxYVfwTQTGE9HUIJwWZttz3XXx5CefF9desydm5+bzonetdjuHmY16PXcUp+731GX8qlddFP1eL2ZnGnk8Rc6j13ZQYDw9V+NFAbvp4s/cbCwstuKZv/ns+Kd/+tds3u8P8vsivYfK5WJs3TIXn/rkx/NommazHY1GPfqb/ILRYdetBxIgQIDAIQkIjA+Jyy8TIECAAAECBAgQOLoCKSBuNltRqVRyILq83Iy5uZnodvvxXz99Rbzq1a+LYVrkapTCo7SE1SiKxULUatV44Qt+Kx7y4Aet7uA0FJ38L/3uRg+MUyCWtlot3Tof0Wp1skUKwBYXxzNY0wzXublq/N3ffTVe//rX53nOqds6daimkD09RwrNxguwjRdfO/PMM+MJj39cvj1fYHwbavimAuPCWLVaqcbySjPe8MY3xRVXfDYt0xitdieHmdt2bI99+/bFzu074uqrr8oB8a7dO+LlL39p3Oen7p0vjoxrerWBeS06Tk++vrP5Nuz/pn7o+L2e7iQolipRrdXiwx++PF7z2tfnr9O4mWKplEfUtJqpC7kcl7z14rj73X8ktm/bEq1WOyqrF1U2NYOdJ0CAAIGjLiAwPurEXoAAAQIECBAgQIDArRdIoVm6tXx+fjaPc11cXIqtW+dzcHr+054RX/3GN6PTHcTOHdtjYWFfnlWaQqQ73fGU+OAHLo16rXajO87XR8fj0Hjjb6krOAW+qcs4dU2mruFKtRaVailarWFccskl8d73vjeHySkkTov+bdmyJXcTp4XBcqdyv58fmzqPzzvvvDj33LPymI6NHppv2LOTxhavVs8oxcNrYynGeW6qszTypFSuxs894OejWq3n8RRbtmzLXeHpHKbzMTs7G9ddtye2pDEqrZU466wz48ILnpEXZ0wLN94oMB6lVx1X7fh1N6zQUd6xUX6/p78LKZTfum1rXLtnIR7z2CfEDXsX8hzj5Jv+hrRbzSiVCvEbjzg1fvOZF8T8fCN63f6JS3eUz4ynJ0CAwPEmIDA+3s6o4yFAgAABAgQIENjUAilUS12xqTsw3Uaews40nmFpaSlOfcQjY1SsRbPViS3zc7G8tBgzjVp02q14xCNOzR3GMRwHeWsjArJGIQd6hdR5u8ED4zRreXa2EYPBKHdSTjqGk0GtXou//Kv/EW956yXxjW98I3bt2plnsiaz2dmZ6HS6qwHxeI5r6mqdjKc499xz4pyzz4pCCIwP+w2yLjDO0e36wDiFuXmcyDAWFpfi1If/RrQ7vZiZmY19C0txt7vdPf7hH/4hdu7cGZ1OJ3fEp27vZnMlHvygX4rfe/Uro9ft5osf4zqdbOnr6dzqEz0wjuEgdxavNFtRKJaj3qjGKy56bXz8E5+Kaq2eL5ikjvpCYRTlUiFmGvX42Mc+GsXCKHd0j4bjRTBtBAgQIEDg5gQExuqDAAECBAgQIECAwAYSyJ20lfE4hhSsNRqNHBh/4hOfiN97zetjWKjFqFCM0WgQw34/tszNxGjYj7df8rb48XvdKwrF9MhxXDwZQJGCvJQYT0ZSbOQO2xSU79lzfT7uNIqj10sepfjOd74XH77sI/HBP7osduzclYOx1FU8MzOTQ+WVlZVoNpv5/ykwS4HxZDRF+vqss86Ks550ZpRLG38sxwYqx/135YDAeBoar9ZaoRDVSjlu2Jcubpw2nqk7KkS/n7qLhznoTB2wnXY7B/zdbjt63Xacd95T4unnPyXPMZ4GxuManobFOoxTkJ7e6+kiUppj3un1o1ypxd//76/Geec/fbXDeBT1egqOO7lju9Vcjte+9jXxH//jA/O880o5LYhnI0CAAAECNy8gMFYhBAgQIECAAAECBDaQQLqdPM0anczeTQFy6sY844zHxLe+8/1odSPqs3P5lvMUCFXLpfjxe90zPnjpu/df0G11RECOR1NgnG7qX+sw3riLvqVwPC1ut7CwlAPfbdu2xOc+94X4wz/8w7jyqmuiUKxEq93NIXoKxpJT6r5OW+peTV3JKZScfKSwOAVs55xzTpz1pMfnhdYKocvysEr+oIHx+JlSRaVaS7Ip9H/Ghc+JL/63v4pisRy7du2O//dP/xz3vOePxt69e/PiayvL6fwO8+iVN1/8xvjp+9w7jwspp+7YdV3wuYl5PKRi9XVO3JEU6f2bRlKkep+b35rnFTdb/ej2BvH4M58U3/3e96NYLMW2bdvyyI/kmcbZ/MSP3yve+c63Rb83XK3/wzr7HkSAAAECJ5CAwPgEOtkOlQABAgQIECBAYOMLpMA4jVZIW+o0brVa8c1vfjMHnpXaTPSG5ag2ZnJn5qDfi3KxEBc+42lx9pMelwPjSfdwDvByaDwOjNPnvEDeami8USVS2Lhv32IOivfuXYi3vOUt8fnPfz6PlsiLpw3SbI1SzM3N5UB5YWEhB8JpLm7qOk5mKSxOP0vjLdKWQuVxYPzEqJSTg8D4sM7/QbLa8ViKSZ1FXpCwPxjGd777/XjKeedHuVyN666/IWZm5nLHcdrSBZClpYU4+aTd8Z//80Piqec9Oeq1SpRLq2Fxfp31HcbTvV3Ljw/rADb3g5JJpVTINT87lwLjcvT647D+fR/443jbJW/PgXHq5G61VvJZ2bljW7b+5J9+PE45eXf0e+YYb+4qsPcECBC4fQQExrePs1chQIAAAQIECBAgcIDAwbt8xx22jTz/NQWfhUIx3vCGN+SRFMNRMYaFagyGEcUUBg/7MT83Ex+49H2xe9eOqJRKa4uGTRYhy9NgV4PjlO2lsPTY3pKejnu6B9NptePvpWMulcrxxS9+MS699NI893a8EFohL/aV5rZWKtW8uFoOiGvVPIJiMqt4MgM6BccpNE5drGkBvLPPPjvOPutMM4xvy/vwJpp7p7UWUa6WY2FxOebn5+LTn/lcvOAFL8zdsMM0WzsKUS6VYnl5Ker1Wtz73j8Rr3vta/Lvpm75crkUw3666LFaIQcLqNP+H9sCvi2Ct+mxKTAuFcbvkWKpEivNdjRmZqI3GMXefYvx6w87NV8cSQvizc7N5PdFu9mMdrsVL/6d346H/fpDo1GvHrDo483cbZBnR0+29P8Tt7v7Np04DyZAgMAmFBAYb8KTZpcJECBAgAABAgQ2u8D6JelWOzRXs5lBfxi1Wj13BKexDNVqLR7/+CfElVdeleeWdjuD2Lpte+zdd33Mzc7EAx/4gHjZS18ctVol326eAtL1mdo0DhoHPsc2axtFNXUAD4bR6faiUqtFp9uP1FXdbPVifr4Se65bibe+9W1xxRV/lkPgNHM1h8CFYgyHg+h3O7Fr567Yc92elB7H7Nx8DGMUyyupozJyd2UKilOgvm6Kc5x7ztn5Y9y5unFHcmzoyr6ZvHASGudz2WxGqVLJIxNS4P/JT34q/uqv/ir27NkT1XI17nrXH4qHPOQhceqpD4uTT9qVZxynxe/S3Op8UWA9woGn6tgW8DE/Pe1WO7ZsmYvFxeU8v7s/SIvgVWLfwnK88IUvjK9//euxuJR+NpvvVKjXG7F37748DuRjl384136308ozpFPw3B/08gWZ3Nud8Fe3dIEm36KwFt9PRoIMT9jA/piffDtAgACB21FAYHw7YnspAgQIECBAgAABAmOB9aHlJDAed2Cm7tp2p5vDs1a7F1/9ytfjggueGY3GTCzlkGg+j6kol4tRb9TipS99cfziLzxw3HWYMp61wHgS/mykhG2UOx5Th3Ct3sidqDNptERElCsRn/3cX8frX/+G2HPd9bkreHZmJlqtZgwHg6hXa+NAvN8dh8GFYmzbsSPmt2yNUx/x8Hj/pZfGvoXFGK6G5uOoazJVd3RAYKwOD0vg5gLjfJViXHODQT/K1TRiopy/bnfauRu8WChGrzset5IWJxwHxKO8uGPqjE3f63bTGJGNVLOHJXXUHjQcpEXtKrG0PA7Y09iV1E0/GA7j8ssvjze+8Y158bu0yGC+E6GYZqJ3Yveuk+MVr3hZ3P/+941+r5vHuKQLMKMY5E7kyHczTELjFBdPAuPiNDgujCL9m5zno3aQnpgAAQIEjrmAwPiYnwI7QIAAAQIECBAgcOIJHNjlOho386XgtFzJt5RXq/WoVMvx0pe8Mv74jz8cp5xyx1heaubgeN++fbFt29bYsXN7fOQjH45yuk89zeUdDaOY09QDO4kn4c801Ds25qO8qFmaZZu6pdPxRTHiyqv2xqt/7zXxt3/3v2LfvoXYuWtX7o5cXkqzjLfG3OxsLC8u5YXSdmydj8WFfbFt+4549BlnxJOf8uS4fu9CnPbIR8ZKsxXVWnU8hkJgfORP8S0GxuklRzmA7PV7OShOW7VazQFl6hRPnazp6xROprAzX+gopu7x8czp1F1vu2mBQhJMdv1udkymKXQvlctxzTXXxBlnnJG791PwXq6kbvsU/ZbyRZpfeciD40W//byolCP/PL9PiilULsRokEbBpPOQ7lAQGKtBAgQInOgCAuMTvQIcPwECBAgQIECAwDEQWD+SYvzya4uHjSIGw1EMR4VoNTvxG7/xyFheXolioZzD5NQ5mAKiarUSv/ygX4yXv/xFsbLSibnZWvS6vXWB8foO440TGPe73ZiZnY12uxvtbi++9Lf/K9508ZvjqquvjWarE3e4wylx9dVXx86dO6PRqMe3v/WtHEKevPukaKexBfVK/NiP/mi8/o1vjMbMbA68rtlzQ57fmrqW+4P+AYFxchjqMD4SVX4rAuPULZzmE6dxFINhP4fBpWIpv3rqMu73ejnoTFua152C5NQhO9m63f6R2NPj9zlGhRzqlitpXnlhLXjv9fu54/h5z3teXPFnn82jKFJgnMZ9lEvVHMiftHtXvO/974qTdm+Ndjt1co/y+ycFxel9mcaJCIyP39JxZAQIEDgUAYHxoWj5XQIECBAgQIAAAQJHTGD/0HjSYZyCnXQbebFYik9+6jPx27/9O3HSSXeI6/ZcH/PzW3LIlm7f73Y78fZ3vC1+6qfuHcVCuk29FP1e6txNncbrO4xX55BOXmB1bMARO4xDeqJxh/Hi4lJs3bYt+sNR/NR97hs7d50UN+zdl49zYWExj6hIwWOad5wWREu30KcOyB3bt8Xpj/qNOOfcM2N5uROlcjXSWmqtTid+7aG/nm/TrzfqBwmMD8GxPuMAACAASURBVBxJYYbxIZ22yS/fisA41Wa6oDFI4w5GoxxApo/JfNz5udncYT7pLl576tVTMgmTD2v/ToQHrQuMk+GkW3txaSlmZ2fjS1/6Upz/tKfH1q3boj8YxWAwitEwjZooxGg4iLe89Y3x8w/4meh0BlHIq2CO8mKDaVRMrZaCZR3GJ0IZOUYCBAjckoDA+JaE/JwAAQIECBAgQIDAUROYjqaY5LnFQurMjCgUivH0Z1wYX/nK1/Jt+stLK3m+cQp3VporcfLJJ8UXvvCp6HRGUSkX8q3pMRrkjsG0TXPhjRUYpxB4NBxGu9uNQrEcv/TLD4rFpZXYtfvk+Od//pfYtWt37pRMC6elmbb1WjX2XHNN/Oz97hcvf9lL4653vUM0V1JYXI5qrRTXXreYH//IRz065rdsiWardUBgnDQmgfFZFr27LbV8KwLjFDimIDNVdgozJwFyqtu0uFq6qJEXM6xUopRHqYy3Xm+QP69feO227Orx+tj09yEH8aNBvqiS3iNpwcvUnZ+6tdP75ozHPDZfeEkLSqaLTykwTheg0rl57GMeFeef/5TcTZw6iweDXl40r7Wykp9rHBiPh1JMF71Lc4zHo6XNMD5eK8txESBAYH8BgbGKIECAAAECBAgQIHB7CuzX6XvTgfG3v/2dOOfcp+QOwTRvtFKuRrvdjnIlLWLVjDPPfGI8//nPjG53FJVKIZorzaiUS1FcDeE2amDcbbdjbn4+2p1OFEuVuN/P3j8aM3Pxg6uuih//8Z+IH3z/yhwyprnFe/fujS1zc/Hc5zw7HvWoh8XSYiuGg15s274lWq1e7i5uzFbiG//nX+LJTzkvev3BONRa7bAeL3onMD5i5X0rAuNKmlU8zLFiHo+SOubTKIo8v7hYjEa9nkenpK/TSIVJSJzCzmq1HGm0gu2mBSYzjPuDNIN4tDaWopwWvhsM8h0Ib3zTxXH5xz4enU6aCd3I42xGo4h0bu5wh91x8ZveELtP2pW9050KjUYtmgcGxrnje/Vi09rnyaJ3zhABAgQIHO8CAuPj/Qw7PgIECBAgQIAAgY0lcKPAeBxojvOZQu7ALFeqccUVn42LXvm7OSwuFEqxZX5rLC8v5ZETMzONePe73xV3uMPJUa2Vo1atRK/XjWolLSw2Dtw2amBcSMlVntlcyLfMP+jBD4l2pxuVWgqtWnlxrhQsdtrteODPPyCe86xnxz3ucZccFm/Z0sg+eczBKKLWqMQ11+7Ls4v/0y/8YqT26tR5LDA+SiWfA+P1s7GnrzP+7nimbuqOH6ZKXe1WTRcAVrPhGPbHi6ulr9OP1zpaC2lswri7dV3xrjuQg7/uUTrSDfu0gzSTONV4DHPgm0LhdCFpdm4uh8XJ/ytf/Vo8+9nPyV3HlUot//1I89Ab9VosLS3ERy77UPzIj/xw1BuV3KU8M1OLVrOVR1LkOxUO9vdj7dLLzVw12LBqdowAAQIEDlVAYHyoYn6fAAECBAgQIECAwG0QSJlYDtVWR0fksDjfYp4+xzgwLUWcddZ58Y/f/Ke80N3eGxZi9+6TYmlpMRoztZiZqccVV3wyut1B/t1apRTdXi8G/V4Okw4a+GyQGcZpJMXy0lIUSqVozMzET9/338b81m2RXNrtTg6sTjnllHjUI0+LM04/Pebn0mJ+w3xsySot9jcJjKNYjCiU4gdXXp1HUuSvV8caZOO1Wc6bayRF2vc01iGNCEghYBrfkL5OwWsK+GZn08iOdv46heuT7t30OX3v6G2jA7Lc6UiJSS93Ojd5EbvV+k6hcDqv+Vh6gygVi7nzeGlpKebn59e6ZFNYnC52rO3/frO2D5w5PX3do3esG/SZb+J9PBFKfv3BMB70oAfHKIpxww37ol6biWq1lkfBVCqleMDP3T8uuugVUatHLC+3x+MpioU87iZdeBIYb9Bzb7cIECBwOwoIjG9HbC9FgAABAgQIECBAYBwYpzRtvODUZEuB8TjsjPje938QT37yeXHd9Xtjfn5rpK7CNIO03+9FoTiMRz3qtHjOc561urDYIMqlYv5ZrXpgh+D6+cXp//u/5u1/NkaxtLgQO3ftimbqaKw34ucf+B9ipdmKfj91Ts/G/e53v/jNZ14Y9/rRH469Nyzlhbq2b9sWxZwRpq7VQQxSh3FOtdYHxqcfF4FxClwnc38nYXAKkNNFhRTEplA4z7FeaeaLA+lj/L1yDpXTY47elgLjAzt9J0M/xrVWqRSj3e6tjgcZ/2ymUYuUYzebw1yrtVrEZPJEur6xstLNXccpuBykAd771en+i0NOxyQcvaPc0M98C4FxvqAwNxuvfe0b4uOf+GSUSpXotHvR7fbzTOlupxX3uPvd4q1vfUvs3r0jhqNhXvwuvb/Se2vSCX6jOxR0GG/osrBzBAgQONICAuMjLer5CBAgQIAAAQIECNyUQA57pnNbJ8FYDgTzRIrx7fx/+slPxUUXvSp6/WHMzsznxe5arXYOCgfDTlx66fviHve8ew53UtgzHPRzd+bszEwODXOWuvZaaajv+hDxWIbGo9wE3Gq1csdjOtZ/9+9/Noqlcuw+6eQ477ynxoMf/OA8WqNRL+U8fdBPvaupVzLyvNVytRyD0XgkxVpgfFXqMD59/HX67cls103YYTwe3zBexHCyANxk1u+krFIonOYCTzqM0/9T13madz0ZKXB03oTrA+NcZasvM5kWnfZ7GLVaOTrdYXz+81+It73tbfGtb30r5ue35N9Nc3Q77U70+t24733vG6961aviLne5Q66L5eVO7iCfBsYHhsWT19RhfODYjolUOv/1Ri2+/OWvxxOe+KTYunV7dDv93OW9dcvWaLdbeSHJ3/u9V8f97//v8x0K6SJFOoO9XhphcRN3KAiMj85byrMSIEBggwoIjDfoibFbBAgQIECAAAECx6HAuhA33YKfPtbGU6yGxZ1ON176spfHF//bX0axWI7RcLxwWAqNU5B20sk74qOXX5ZxUsiWFrpLt5GnjzTLeBwypnEMk+7icYg6/lhdZG+/2/1vT+dRdDqtPIogdRinKPhXfuU/x8/e/wHx5Cc/OU65451ifr4eiwsruVt6pl6JleVmDpAr1Wq0lpei1qitC4xLkRKvH1x51WpgPB7HkAgOPpLi7Cjk3uQDRxzcngY3/1op8MsBXqGQu4VTGFyv19d1344fP5lXmwLWffsW8u+kx6Yu0qO3HRgYTwPc8UiK8T6nukyB/mc+87n43d/93VhYWIwdO3bmY6mUxp3QqSP+7ve4W1x66aUxMzM+b+12WhhvfSf8dFHI6TFNL7ocvePcwM98Cx3G4/nGEfv2LcYZj3lcXHfdDdFozOYu4zQOJvn2ut14+MNPjRe96Dl50cxSuZAXk1yzT+/MtbfI+oXvVqetn8B5/QauDLtGgACBIyogMD6inJ6MAAECBAgQIECAwM0IjMYdxCnQXB8Yj7O28c++/e1vx5POOju6ad5rqRz93jBSiLxjx65YWNgbZz7psfGMC56Wb+FPIXHqFkzdxXmxu1EaXTEOiDdqYFwqjefXbt22PUP94R++K04/4zExv2UuVlbaOczauWNLznSXF5djdqaRux+77VbU5mZi2O8fJDCedBjfXGB8Tpx79llRKGzswDgtZDbZlpeb8cUvfjEHrJNxFOlnkw7qO97xjnG/+/271YB8HJT3euNFD4/OdsuBcRpJkTqFu71+fOELX4jXv/4NuY5TR/nevXujVCjmcDt1y+/evSs++EcfyHOZ6/Va/t544btJF7zA+Ebn8RYC49yNXkgjagbxzne9J9773vfHzMxcHmvT7XQzbZojnd5vn/70p7J1rVaIbqcXjUYln7f0vf1Hj6y7MyKfm6NTXZ6VAAECBDaOgMB445wLe0KAAAECBAgQIHC8C6wGxuOxCanDeNrpOsmB/vzP/yKe9eznxPbtab5o+s200Fkv5ubmY3l5MT704Uvjh+56p2g0anm0QwrZ0oJVKShKoynG28YOjNMohe9873vxQ3f5oeh2e6vjJQp5sa7ZRjWaOTjuxPzsbJTTXNtOJ/q9TtRmG6szjNMigasjKYrl1UXv1o+kOEiH8dnnxLnnnB2FwmBDdxhPRk2kLuN08eCZz3xm3HDDDWuLGa6fa/xzP/dz8aIXvSh27NiRu5In3chH7210y4Fx2r+UWaZRB1dc8cV44QtftLqYYyX1H+esMXUXp27oO93pjnHFFR9b6/fudlNndY7EV+d7C4wPNTBOv59GvKT31f/7p3+Js88+N88Hb9Rn0l+FHAzPzc7Eddfvicsu+3D85E/eI3eEp/dcCu2Ho/H7Y/+bEATGR+895ZkJECCwMQUExhvzvNgrAgQIECBAgACB41FgXWA8GYuQQuP0MYzx51e84qL4r5/+TGzZsi0vHDZM+U0OmAtxl7vcMS77yAei12/njtMUrrXbzWg06jHKc0jH3acbOTBOc1JnZ2fzOIo91+3JQVZapGtxuRlb5mZiebmdF7rbumU2zzXYc83VOTiuz81Gt7kS5dRRnbzWAuM0kmJ9h3Gy2ryB8ThwHV8AuP766+NXf/VXcxjcaDTyGIrJz1NX7v3vf/+4+OKLo1xO3ea5UPa7CHHk30K3HBinOk1zjNP5/cIX/jxe9arfzWF36pIvl9KIldQFP25RPeWUU+Kyy/4o2u1uVKrlcdCcx20LjG/y3N1Ch3G6GDMYjnKH8dJyMwfG3/3u96NSrkWj3ohBf5BHU7RaK/Ho0x8Vz3/+hXkBwnSBJs8vTklxvlB14OKG4z3K39VhfOTfWp6RAAECG0xAYLzBTojdIUCAAAECBAgQOI4F8u3g47EJk/AlhYHpJvxB+jwcxS/90i9Hp9uLer2RF71LIwYatUYO3B7+8F+PF7/4+dEfdHOHZhrXsLyynAPjNMphEiaOA591s0fXLbYXeSTDsdpGuSN6ZWU5qrU0lmA8U3VxcTkaM7PjGbflNL6gFN12N1JaXktheK8f7VYz6un/hVgdSTG+9f7GM4zTyI8UV04Exl2q5264DuODz1GulCuxstKMXr8X/cEgfuEXfjG2bNkSlUo1dxqnc5y+TgsApkXjLr74TVEsFGJlZSW2bd0W/cF40cMbb0ci5RtPKt5vBvT6hRxXL2zksSsR8dnPfSFe/vJX5FErzWYztm3bnkPvQb+XQ/C73vWH4rLL/jhGeUZ3mtWdOownc7Ynr7PeabrI3rGq4I3zuvvXz/Srwvhvxkw9Op1h9v+f/+NLsXfvQhSLpTwXPb3Ptm3bkt+LV/zZf80d3/VaJcrlFBxPRlJMjnT/uhEYb5wKsCcECBA4mgIC46Op67kJECBAgAABAgQIrBNIc0FT5165WMpdsikYrtRq0e72olqrxRf/8v+LF7/4JblDMPf4rX5OHZpLi4vxkcs+FD96zx9eXbht8sTjqOjgceC676Zg75gtdre+DA4MSvePINcfx3SO6vRYU96egvUxTSl//OCq9YvepQ7jgwXGZ2+IkRTjo58YTALYyakZdxan0RyVWjW+/Z3v5fnOKXBNx5kuEuQZtWnsQGEU973vT8db3/LmSA27abZzuTQOy/PSZKuQ+1fHOES/LdvoYPuennX1kAqFUu4uHoyG48D4FRdFoVjO56xQLOUO4zR/O70Pdu3aEZ/808uj3+1HtZx+J3VJjy9ojPd/+mqTCr/tR3Bbjv5YP3YyouNgIfr4r0C+AJUC+HIlX3j5zKc/Hy95yUvyHQqjKEapWotmqx21WjVKxYg3v+VN8ZM/8WPRqFez//g9N6nLcbWszUOfnJHbWkTHmtHrEyBAgMAtCgiMb5HILxAgQIAAAQIECBA4MgIpjCkVRjHsD6KYbtNPnYCzjWh1BlGpleLlF70mPvnJT651GKfby7ud8QiHXTt2xrve+QexfevsAYHxkdm3zfEsoxxy5VAsB+ApMC7uP8O4sDqSIncYjwP6aYdxWvTu2M4wXguMV8P7SYa/9rlQzCMd0uiNFBg/+jGPzceZgtgUJOdxFem4CqP4N/e9T7ztzRfnwHjU7+cgdrxo3CRwnX4eJ7C3PW69NfufXqc/GsVnP/f5eNlFr1wNjNOpKuVzl4LtFAzv3rUjPvWJj0W/14tqKf1sem7WAu9JOHmE9n9z1PlN7WXSX79o43S28PgRhTz+o93uxEwjdRgP4uqrr4onPems3HWc7liIci3avV4e/1GIYTzucWfEc571jGi10mNqeSHN/KxrmXQqrkm//mqELzDe3GVk7wkQIHArBATGtwLJrxAgQIAAAQIECBA4EgIpMC7GMAa9flRnZ6Pd6kRtphbtziB6w1Gc9shHx969e2Ol2cqL3JVLpVhYWIh6tRqPeMQj4nn/5TlRKqRZxcdyrMSRkDjc5xAYC4wPt3aOh8fdXGC82nleLOWxH+VSJS98NzNTjfPPvyD+/u//dw7uB4VyDHOX+jBGw36ccsrJ8ak//WgsLzdjbjbNye4JjI+HUnEMBAgQuI0CAuPbCOjhBAgQIECAAAECBG6twCQwTqMmyvV6tJrtHN4US5X4yte+Ec+48MIolcrR7nSjVqvl4KbTbuePSy65JB748/fLc32nC1Ld2lc+Xn5PYCwwPl5q+XCOYxIYr3/s+rnOacHBQdTrtVhaXImZmZkolwtx+eV/mkfdzM1vjVZvEIVyOY+kGA560e224xMf/1iccoeTIkbjBQnHo3PSNplrosP4cM6WxxAgQGAzCwiMN/PZs+8ECBAgQIAAAQKbSiCPpCimXGaYZ4m2mp0YFYtRb1Ti91/75rj845/IXYH5fvE8w3gQs7MzMej14s+/8IWo19IMWIGxkRRGUmyqN/4R29nJDOODPeH4b0YKjBuNWrTbaQHJau423rdvIU477bQ8Aqc7iBgWijEzkxbK7MRoNIhnXnhBPOmJj82PyfOl1wLj1dA4L6I53ix6d8ROpiciQIDAhhYQGG/o02PnCBAgQIAAAQIEjieBFMRUKqVoNZtRKlfzHN5qvZIXcHvU6U+I73z3+zmQKZXLea5rt9uJndu3x4/92L3iD97xpmiudKNaKekwNsPYDOPj6Q/DrT6WmwqMp13GKTBOs88rlXIsL6/k0LhSqcQFF1wQf/M/vxSV+lx0B4PcSdzvdWN2thE/dq8fjbdf8rY8AmeYFlZcW/RumhILjG/1SfKLBAgQOC4EBMbHxWl0EAQIECBAgAABAptDYBSVUjGazWZUKrUoliuR1qH63vevjMc/4cxotjpRr9ejUCjmBcA67VbuBPyt5z8vfvVXfyUG/d5qYLw5jvbI76WRFEZSHPmq2jzPuD4wPnDlufHXKTBONZK68NNWLBbz1x/60IfijW96c1Tq8/muhlarmRcfTMFyrVqJ977n3XG3H75rXnBxulikwHjz1IY9JUCAwJEVEBgfWU/PRoAAAQIECBAgQOBmBEZRLIyi1+tFY2Y2BsOIG/Yuxd/+3d/Hi1/ysuj1U3dgOYc+1WoldwCm37/iik/nzuTt2+ai1+2v3R5+4lELjAXGJ17VT484D4RYtx0YGo9/9P+zdx5wklT19j8VuqrThE0sSBJBTE9AFHyKCGICJe+y5GxA0UcQETAgAhIkg+QkAkvOGcnR957pmQOyLCybw8x0rKqu+v/P73ZNWDYMuzvM9Myv/Iwz9FRXOPfWne3vPff8PM/F3LnzMXnyJFSrdYHGv/3tb3D0McehFiXwcwV0dS1BR3ubgGPHtnHuz36GT37iPyUNZyAwNue0mqeWdONln3YsN4zeuyqgCqgCo04BBcajrkn1hlQBVUAVUAVUAVVAFVAFRq4CiTiEu7u74Wfz8HwPUQM46OCv4p//+rdEUzBz1HVdATcZ18aGG6yHa6+9Gq7DwlMJkCwNjUbu3a75Kxv5wJhwjl9BECBJEsmT5VavhzIRwLgRSYJtErgUxKXfXTeD7u4eZLJZzJk7D9P23Q+wHNi2i3KlKn2Dxcl43I9ssRl+duYZ0i9cFk+0SfJM/0j66pWZZpAXLIkcYEFF26YbNem9ztSJSiC9oq159OVeP93xPE+UJHj0scfx41NPg2W7oOHVsh1xvtLZCsSYNHE87r/nLolf8RiHEDdWev3KKtPnf9lKsB2pMfueyTPOyn/X63XsutsemL+4G7brIQwD6UednZ1Ysngx9poyFT/8wXdleAnqnJRK4DiWOJA5JlXLFRSLbQgbUV8xvDX/gOsRVQFVQBVQBUaIAgqMR0hD6GWoAqqAKqAKqAKqgCqgCowFBRIBvwQwhIAJHCzpKuGggw/DrDfnwPOzIkIUhfAJk8M69pq6B4495iiBx8w0dmxnLAi1nHtsDWDMi6eLPI0FYHszV5YFDIOQwG3FwJiFD72chzdmzcUuu++BMIrhuh4aMSGeg6Beg+va2OpjW+LnF10I33NgJyaOwEDX5QNj33MFXhNo81j8IiQmaGTBs1Cub/mbAuOR/filcRSu6wgkZsSNFImMGzjp+z/Ek8++AC+bR6VSlskn5hvXqlVsusl7cfVVV6GzMw92IQLjhsDhRCYikgb7oItIoi4U24/sXqBXpwqoAqrA6iugwHj1NdQjqAKqgCqgCqgCqoAqoAqoAoNUIEEcR+LwrAcNxAmXiv9eloozv7iQbwNsC9VKGfm8jyCo4ecXXyBg0HUt1Gs1iawYu8Bm5ANjOjv5ZQqP0TULgbMEsowKqNXDFQJjZsjyK1so4PU3ZmHKtL0RNRIBxnTo8ri1akWK3m35kc1x8QXnI+M6sOJYJhoIClcEjLN+RoAxIWI264uTnU7jNPuW167AeJCP83DsllrH03On1vR+10LQS2dxuVyWsYYb+98jjz6O733/R8jmC6hWq6bIXZzAtR3JS7/9ttvwnvdsZBzrtoU4aYgTmS5j9jECaLrFx+74MxwNrudUBVQBVWB4FFBgPDy661lVAVVAFVAFVAFVQBVQBcakAswvriOby0u2aDaXw0UXX4HrrrsBrutLITxZPh4wesDChPEduPOO25D1XdiWWWYOmCX/Y3Mb+cCYDk+6i41j18Bbvsa24+sri6TIZBgXEAGOI8B4vwMPEocxoS4jSyRyoMFJh4wA4/PP+ZkpXibFzehsDlYIjMOms9jEnpjiaITF6XXy+AqMR/DT1YwWMVfYhPtLQWP2AbrZS6WSOIzTSYCFixZjtynTUAsjRGGErJ+V1Q6em0FPdzdO/tEPseuuu8DihIdtwfMcBNKfYimMVyqV4fm5MTz+jOB+oZemCqgCqsAaVkCB8RoWVA+nCqgCqoAqoAqoAqqAKqAKLF+BBI2E8QQuwqAhERQHHfwV/Pkv/0A+V0S9HgjA4xLwKKris5/dHued+1PUa3XEjUDgj2F7CoxjgjPLYTCuxHlMmTpNfiY1JVdn4nNf8a4Ehx96GA4/7BBYVl9O7lD0VLqIZdW+5BbX5Sufz4u7uFKprRQYsw/I1bsuZr7+Bg485FABxhFjKTKeHLcRheJe/uiWWwgwJtyjw5jOUkaZCEpcToYxX6ZjlM7SWq0m+7JfMa+W1y1xKSvYNJJiKHrNII/ZC4vTrOp+bvAmNCbwr9drvQ5jOo05IcB2zebzOPxr38Tv//gneUYIijk50Qgb8D0PW2yxOS656EIwYjqQfusjTmJUq2Xkc1npL26GsTljdfwZZDvpbqqAKqAKjAIFFBiPgkbUW1AFVAFVQBVQBVQBVUAVaBUFEtiuJVm0SWxh9ux52Hf/gxEEDbhuFtVKVW6E7tEorOGkk76LvabuIkvL6TAm2Iui1GXcKve8Jq9z5DuMCYgJ7QoFOjGBnp4yPM+TNq3VgrQk3QqLxrEYItngjNdmYd8DDpS4EjqMC8U2cYsykoKAd+utPopLL75AAB95YRgwamJlGcaeOJGjqGGK8DmOxFgQHLKfFQoFBcZrssuuyWO9BRinB+/LxDaTTZFMOtHRLlnoUSg/F9racdmV1+LKa64V6OtYpghhWA8xftw4mYi47957MWF8AdVKIP2Ckenlcg+KhZxAZpmokVUOuqkCqoAqoAqMZgUUGI/m1tV7UwVUAVVAFVAFVAFVQBUYYQowUyCRLFrLcnDHHffgzLPOheP6CMMYFkGMFKJy4PsObvjFNXj3hu9CudSNtmJOoA8sZoiOVWAz8oExncSLF3dJdmw+T1dmIJCX0Ji5sX6WDs3lF71jwTs60INGA6/NfB1f+8Y3UQ8icSf7WUK7RCIpWPRui80/jHPPPsvEBziOQEIWruO2PIdxI4qaQJGZyp4BhiEdyxlxQQeBOoxH2KDRdzkrBcZpfjaLF5pYFPYJU7yOhnwXf/jTX3HEkd+WnOxYiim6Ao5ty+x3ztlnY7tP/6esgCBozubYb+kwZlwOY1EUGI/Y/qEXpgqoAqrAGlRAgfEaFFMPpQqoAqqAKqAKqAKqgCqgCqxIgQQJ6mEduVwelm3j5JNPw2OPPQnAQalcRXtbB5gxy4Jm4zrb8PDDd4t7tKe7Cx0dBckk9by8AuM4NuBqWCIpli4K17c8n79ZsGAhnn32WcyePVscwWnEAwEyIV5fTTnunfQu7md8BikvAV6DhfNgIYwaOO+CCzFx0loCcu1mJrItheoiTBjfia995SuYN3c2HLqaczlUaxUDjA0i7P1u+iVzaTMCruksJjCWWIokxvvf/3587GMfkyiDgYEDA+/XXPHygbfFWBBYiJIEjz72OH586mlSKI1xF5woIaBm5jJzcSdNHI/777kLURgK8Dbu6GboxfIiNZpxI1Sod+vN8E1f638HS8cnGN1TPd76vI7wuIUknSxaqh+KBqZ4IduQbcxJAGpKzdnWnHhowMaXvrwLKtWaRN14GV/GozmzZ2PSpImYttdUHHboocjnPYm2KBayCALu50hfsR1GnozVCSv9+6YKqAKqwNhRQIHx2GlrvVNVQBVQBVQBVUAVUAVUgWFWQBCPYwsMZCbtPnvvrNj3EQAAIABJREFUh9dnzoLreFLwjkDGRATY+PznPoMfnXwi6rUKPN9BJsNs0jocaywDm+F2GCcS/dAfOBonb5qWbGHWm7Ox17RpkjcsUSKOKzEPhMWuk0FYC5sZsOwFKfRLkFgm+JjtT9iXyxdQrZvJhXqNTk8WSiToteFmHERhINCYecQEvrHEEBDk8ZgmwdnYjM21Se6slSCIQnh+prkvs2prAhY/uuVHcMH554Mwun/2c//7TZgPnT5DTUibstre70MMjO3EljZImoDU3C8pcjM4mnkbfIX7JJD4F96RbRsHdiOqSyQHC/4ZvUxBwnT/9LXeoSK1ai9138M6lMhkydITF+kVLe9100+DsIFTT/spnn32eXR196C9rVMmNXhIguX11lsX99x9E2hKJnxmFA5jKeq1MoqFNonPUWA8rK2vJ1cFVAFV4B1RQIHxOyKznkQVUAVUAVVAFVAFVAFVQBUwaIu4pR6EmDdvAQ495HCUesrIuIwGMECHjsCsn8HJJ/8AO+20vThL44SQsQHfzyIKuONYdfiNBGC8lONWAGUfMH7jzdnYY88pKLa1g6yyXK6gHhDusl1z8J2sYX1LAc8UgBJk0n2e8Zg9y1gAFrxrIJPxBCYnCf87RNRgdIWNrM/XbQRBgDCoyz6kfwYYGyCafolvOWOhVq9LP2srFg1sTWJsvtmHpeAZfx4IjPs7eekLbjpwhwEYM7LFipv3BkJ2XhufB9qXDTiOGg1YjOawXYH1BMUCjht030bI+i59uIhY7I2xDHEMuqINULabDvB+LuORCIxXdTBNTEHIO+64C2f/7Fx4fk76KHXISNZxhHHjOnHjjTdIZjG1CqMafM+VTHW63+MG+9RYHX9WVXh9nyqgCqgCraeAAuPWazO9YlVAFVAFVAFVQBVQBVSBFlVAkJZtCzB+/PEncMqPT5Ul4XSeMus2m83JMvBCPot77rkTbW05kP9FjTrq9Sra2trQCLXoHSHf8ERS0GG8YmA8b/4CfGnnnZHxfDhuRmCvJz+7CIMIZP99wJiw08Q79I9YILis1wNmOMB1M+IQZrYxX5eIgYSTB55EO4RhIICXoJhAdCAwTvNmU6htgHFMRzLBqgVUqxV5/9ZbfQxXXn4ZEgJUOWMzMqP//dKFOozAmKDSJgwn+OyNxSAsNjryiumWJvgMGw2BowKZLQOCCdstxOI0ppbUioDeAHX+nlCZx1oqlqI/NF6us7cFBqWEGdcOXn11JvbYcyo6OsehVKogThL4uZzoxsmHn/70NHx864+hkM+gVq8il/UQNwLze9tXYNwCTa2XqAqoAqrA6iqgwHh1FdT3qwKqgCqgCqgCqoAqoAqoAoNUQIylLh2OwPe//yM89uivBBjTDUknMXNGCbU22GB9TL/5WvT0lJDP+8h4thSeosvUEtfoWHX4jXyHMYHxlKlT0Uggrl9ODrS1tUu0BPONs26OdQ/7QeL+wNgULUtdsWEYCdQjdKYTlJCTfJOQmAXqCD6r5TIaMYvgERgTAtNZbEIpBHwywqH5M1FouV5GsViQ9/I4dCUXi0V8fKuP4YLzzhFgOtKBcTN1o+kuHgjcef9SGFCeSQu25QgklfQJuvtrzAhPtTT7Ujd+cSKCWdMDgbGJtBgVW2KiOQjPv7zzbugplVGt1mR6wHbZn8wExF57TcEJ3zsajYgTM6GseAiDqrzPtjJjePwZFb1Ab0IVUAVUgUEpoMB4UDLpTqqAKqAKqAKqgCqgCqgCqsDqK0AwE1uW5KruvPOuKJcq4jpNXZAEVsyk3XOP3fGd73xbHKOWRYiVQdRgrEEMG84YBjYjCBgbLtsv7sFg1pkzX8cBBx0kBd5IJisVOjiBYrEN1XIVvuuLQzaNUOhzypqjxc2jFvJFLFq0GNlcQb4XCkX5DcFwrVqRiQXGUWQ8k83Lq5F4BR5EDmWAsZyr+bNEotCNy2tPYmRcwsMEXiaDD33wAzjrjDOaRe/6HMa9hfma3HR4HcaWOIzN/TSzi5vfUxMwwS+jExhHwf34zEhGb5IITPc5KRMbrdLXbIfOWwPjOXHTty0rD7iF4XEzkoJ96Ac/PAWPPPqYFCQkRK6z8KDnyZjznvdshNtvux7lMlc9uHAdoFYtw8swOid1ra/+eKhHUAVUAVVAFRi5CigwHrlto1emCqgCqoAqoAqoAqqAKjDKFDDA2MaM12Zi6tS90NkxTqAxM2cZW8CidwR55593Dj617Sfge4wMqAsUjGMDvWwYEDY2txECjAfAYgNnDWK1sHDhIuw5ZQoWLFokkDiby6FUKkncCOFtHMa9wNiEKKRZvAZOOhlX9icwZn4xnclRIxZgzNcJh1M3cRJHAp4rlZKAvvb2doRB0AuM08J3qcNYIhuyHmpBTfanm7ZWrYqr9D+33hrXX3clgmCgw9j0M1M2rxlSYV4ahgxjcQz3xkOkwNhcX/qyOKybERScmCFA5vvoMnbooGW0R7PgnYmjMFEUjPngd2rbt/U/R/pqX4RFyz2D7H8CyxM88eTT+NHJPxZgzJULlZopfkgtOWl1x+23oqOjiFw2I5NWLL6Zz+URhsuI7Gg5IfSCVQFVQBVQBVamgALjlSmkv1cFVAFVQBVQBVQBVUAVUAXWkAIpML7r7ntxzjnnShQF3Y5JDHH31et15PJZgTXjxnUg69OhWgPNqoR6BHwmkkKB8XBlGKe+4r42aELHJjD+5z//iWOPPRaMpuA+xbYiekolydGlmzzv55sREWlu8cBIBUI7xgQw/7i9vQOvvfa6fHfldcYCEB4XxGVMeDxh4niUSt0o9XRjwoTxss/ASIq0SJxJJa5HATKeK25aAtRGZPKQN/vwf+Dss8+WftgXSWFgrNnMd4OOhxMYD8S5KbhOX2UeL4Eo4xOYG53JMKeYUJjF3ZqtJnnG5qsplriPuR8zovvutwmM08etf9THGhoT3vHDJHRdJ5gzdx4OPOgQyTD2szlEsXFis09Rh++fdAJ22XlH0cO2YiT8LkUBWxiYv+Ni6wlVAVVAFWhdBRQYt27b6ZWrAqqAKqAKqAKqgCqgCrSYAoRttaCBM846G88+86xk2hYLRcSNWByQXCa/yXs3xq23XIcwBBpRKI5HN2OjXO4RUBgFxjE5NrfhdxgP1L2vHVKQSkfrs889j3XWeZeAYrpZgzBEoViUTNgkhZa9kQo0mDedxgS6nDTI5RGEDQHHp512unxn0bt8Pi/OYEK9SqWMzTb7MPY/YD+su+67sGjhfAG/fSy3CYr7AT6eJYobyOdz8n66i1lIMZfLobu7C5/a5uMIpH8Zz/RSaFb+s/fVYXIYs+iguJ17pe/fBubKCY0J6BkzwQzpufPm4pV//RtvznoTtVodURA1c6A9gewbvntDbLTRRpg4cVyz6F16pwbm9941C+411WnV54+TVNxq9QhT95qG11+fhVy+CNfz0NPTI7A4l8viSzt9ET/64XdRrQZwbMDLONI3HYcu5LE6/rRqq+t1qwKqgCrw9hVQYPz2NdN3qAKqgCqgCqgCqoAqoAqoAstVgMXIxLXn++LIY+Gz3vzUrC+g65PbfBauaxyjRC+ExdyHDr+DDz4Ihx12KLK+K0CvUMghCOrws54sp+8tZjYm22C4gXF/ZPpWaJZC414X7lvayGQK9zOs9it+19zZsgVaep6N116bjWl77yvwk1+mqJ25Bn7fYovNccnFFzKBQUAyAWmfdbYPbqY5xoI++wPQpa4vhcQDYXG6U3+HcQpSe5Mpeo2+vE4CxShJ8Ohjj+PHp54msQcxo5NtMyni8joRY9LE8bj/nrsQMT9XJkwIq5vnaYrUl0BhXvC9DObOnYvJkycL/A0J4wtF0aBcZqyCJ5D41VdfxX3334/HH39cnrNsNovurm74Xg4Z1zXZ0nGMbNaXZ5STMZtu+l7sOWUPvO99m2Ljjd8tcTDUlJM2ElshGdGtDUvZhzg2lco1XHzJpbjtttslJxuWY9zpANraipgwvgN33jFd+hnd6+1tBYnMcV1OSrS2BmNy6NSbVgVUAVXgbSqgwPhtCqa7qwKqgCqgCqgCqoAqoAqoAitTgGCJEDjduNydrxHKzJ67AFP32lt+RcceHajcl/tEUYhTT/0JPrvDZ5qL/xMpOlWpVOFnfYkPaHWH48q0W/HvRwIwXtkVrgim9S9Cl+YXGwBs/p9xAJZkFnueM3hgbAGNOBIQmwjUTH3AqcuYR29GZzSdwcu7i2XD4r690ysdngxjIAoDcVp3dXUhny/A8zLoKZmJFRYXnD17Hi644EI89PDDAom5b7lcFhjNHOlqpQbfy5roDSlyF6Ber8nkTr6QR61WlQma44//Lj7/+c9j0qQJKJXKcpwwqAtsbuWNOhioHuHe+x7A2T87FzajcSTn2ZUxiYC8rZjHHbffgmzWg2MnyOeyog33VWDcyj1Ar10VUAVUgcEpoMB4cDrpXqqAKqAKqAKqgCqgCqgCqsCgFKDjkaCKgJiOYQOmLHFCNmLgiaeew09OPV2gFN1+ruMIrGLMAN2M06ffjHXftY78Pp+jSxniWKYTcjQ4HAcl4nJ3GvnAeMX3xzDdpYCylWYZp8DYOIxZ6JAO473pMMZSDmOrz2F8MR3GzN5thNJ/ErConsG6A9zoPG/Tnbw6bTDcwJj3KVnetiMg1/ezUhyQz8Ydd96FCy+8CG7Gk+dOYHAQICvPkY3u7m50tHWiVqkhZnC4FLyjyzgrkJQOWz6nEydOwPz58/ChD30IZ555BsaPH4/2doLnukQztK6/1rikmZMdNRL865VXcdhhXxV4zEzwYrEoGnDiiibwKy6/FO973yYo5LPy39QmdZCvTh/S96oCqoAqoAqMfAUUGI/8NtIrVAVUAVVAFVAFVAFVQBVoIQUIifN5uvFMFIXAmSgyd2A5OPPs8/DQw48KmCEkpmOR0IpQefLktXD77bfBdSyBXfmcJwWq6Oyjw5GvsVDZ2N1aCRj3zwButtiyCob1yy8WxGvZTYexixmvvdkExnSgLxVJYZtICgJj20rQaITGYYw4rePWPOlg8ebg9htuYGzZjG4J4Xm+FI2cP38Rxo0fj6uuugY33PBLccqGoXne+Hw1EgOTCdPp5G+EBpjy2eSEDTf+3mRD25LnzP1mz56NYrGACRMm4JJLLsH662+ArO8gZizIgHznVnoaCYyNw5jAmF+77LoHFi/uksks3ruBwkC9VsU3v/F1HH74IQKLg3oVbq+7enB9pZWU0WtVBVQBVUAVGKiAAmPtEaqAKqAKqAKqgCqgCqgCqsAaVoA5xuVytdddzOxPcR0nFvY74BDMeO11WfpNcEXIR4hDaLXttp/CWWedYXJokcjv+F7C5HzeR6VSa/kl8asndasA4xQWJ73Zvs0ZAwGaAy2qfUXVTCRFCowzeO21NzFt730YFgDLcgZmGDeB8SUXXwArBcZuGknRX+WBcG/pRApjeE73WTkIHFZgbAGua2HRokVob+9AtVJHR0c7rr3ul7jssitQrdUldoJgU1QlFI4j0Y0QmEB04fwFaGtrR7Vakedq4sRJEklB9zEdtsxFZvG3ddddV77zfZ2dnbjmmmsxflwHvIzNsnqr142H7d0GGBO201XsZzM49NAj8Je//gONmL9LRLNCIY9KuYSPfGRzXHP1JaAZu9TTI9nGUWQgu26qgCqgCqgCo1sBBcaju3317lQBVUAVUAVUAVVAFVAFhkEBQiYW1aJDkfECdO3lcj7mzV+MXXffyywBT12PtiUOY0ZQHHPM0Zg6dYq4iKXQVszXA/mZWa3qMG4FYNwPFrPvvcVobC2VSrHUDuIkTqS9Z7w2yxS9E2Bsoip6i94JMN5Mit6Jwzg2kRRSXa5fhnEKqnux8NLXw5QM2Wlw0Hh4gXECL+Oiu6cL7W2dqFRreH3mLBx40CHo6Slj4qS1JO/bgGLj2vf8jERMbLvttvjiF7+I9d61LiZObJM7/stfXsFvfvMbPPPMM/i///s/gaG5XF4K4C1cuFBWBvC/O9o7BFDfcfv1CENmRLcuMOZYY9uOuIszXgYXXXQZbr3tDpnMqlZrokt7e5s4jIuFHO677x4UCz5q1RoKhSyCoLlaYhjGVT2lKqAKqAKqwDungALjd05rPZMqoAqoAqqAKqAKqAKqwBhQgCCYDkc6iFmIq14nyHPgujaefuYFHHXM8XBcX6CeRFEgkaXz9XoVN910IzZ578Zg9S6+h8CY8Iu/T4+bxGPZ4TfSgfHKYHHfA9AXZdxXoM5w28EC40QiKVYMjPtAsOQZLyMlI2XFg4XGww2M6aZmjEtPqYS2Ygd2220PvP7GbFi2i0yGYLOOtvY2LOnqkqxjTsAcfMhBWGtSO7q6ayjms6hW6wKTWdCNKQs9PQHuvvseXHnlVZg1601suMGGUlSP0Q2MqajXA3Efn/OzM/HRLT8My2pdYMyxhJEdjutx5MF//89vcOyxx0lcDu+T95vJuGhEjKZIcOnPL8ZHtthMYnLo1OZ4pJsqoAqoAqrA6FdAgfHob2O9Q1VAFVAFVAFVQBVQBVSBNanAWxyaA1+gK5GFuOgq9n1Poiny+RyCeojrrv8lrrz6ejgCoghuAhAAM8KCwPjFF55HNpdBUI/E70moRXcxnY8E0G1teYRj2uHXQsB4JVxtWcB4cJEU7BkJmOWbOozpOjYZxnSr8yhvPfkKgTGPOMhoimEFxswbTiJUKmWMHzcBzz33Ar773e+JqTrjZdHd1YNisU1g76TJa2HfffeRr7Y2Dz0lxsL4yDiWuJHb2wsIwwQ9PSWMH9+GajXGNVdfi7vuuhuLFi1GW1sbFi9egmwuj7ZiUSIrvvKVw/CVww9saWBMGFwqlZDLFyW3eMmSLuy405ebk1gWHNdFUK/LZBYL/B31X9/GnnvshmzWQU93SaJ1dFMFVAFVQBUY/QooMB79bax3qAqoAqqAKqAKqAKqgCqwphRIpCxZ82h92bPiFm6+zGJ2HR0dCCO6EC1ZIu84Lgp5D0d+6zi8/Ov/lYhiz3clT7RaLaOjow3v2/S9uPTSnxsY2DxDX6Js/2zZsezwG+nAmA23au2TOnyXX/SOGcb9IiksYIuPbIaLL74AtgDjqAmMjft15WnEy3soVvzOYQfGcYxc1pdCbSxyd8/d92LhwkXwfAMyJW4hCvHRj22Jn/3sLMkt9jxH9hk/fpxM0BjXviOTOkEQIuP68oyWylVMm7a3AGPHzUiecTabl2eeEzZbbbUlfn7JeUALO4wJgcvlsoBw23FQKtex7/77Y968hQijBqJGQyI5KqWyRJzs8JntcfZZpyIKzUqHJNZIijX150SPowqoAqrASFZAgfFIbh29NlVAFVAFVAFVQBVQBVSBkaXAMoFxE6E1ORthlEvYVKfD2Jc82kzGQqXcwJSp07Bw0WIBf45jiVsySRrwPRc77vhFnHTiCb1Lvt+C7VIivXTVspGl0BBfTSsA47crQYpgTYsPBMazsfe0feU1U/TO5PLKpIJlIikuvuT8fsDYFmeoAcZLRV283ctazv7DC4wZq8Fnx5Wc70YDkhVOGMzMYTpn//CHPwgw3nDDDTB1rz0ECDMPulTqEYdxFIYSrcDieITCSSOWZ5TTNFEU40c/OhlPPf2saO1mPHEv2xIT0sD6678Lt992Y0sDY8m7ZhFANwPLdlAPI/zo5B/j6Week1xjrpCgS5sF/7Keh/dusjGuveYamZDIZTOIKfoqToqsoS6oh1EFVAFVQBV4BxRQYPwOiKynUAVUAVVAFVAFVAFVQBUYJQoMAhgzv5gZoYQvKTD2PAt/++sM7LPv/sh4PuI4QRxHSNCA72ckToCweNdddpasYgP8ltoUGAuoMnXdYinSxdxVZv7OenOOwHj+zKpwdHDTFUpoasBpgsMPPQyHH3YILGuYgdeAduxzIy/bYdwfGKdF71JgzKJ3ywPGfS5104sIWps9ajUnHIYXGEPyixkPwWeoo70TjgNUq02ncCaDfJ7OYLqIY+RyGSxirETWF3cs+wEjFUqlsoB3RsdEYaMXDjNn/IYbbsbll1+JnlIZ48dPlMgKxjQw25fF7p5/7omWjqSgQ5hjVINjEJ8Tx8X9DzyI004/Q3KgCYzz+YKJrfB9ZFwHd95xBwqFPAp5X4HxKPlTprehCqgCqsDKFFBgvDKF9PeqgCqgCqgCqoAqoAqoAqpAqsAggDFBFIExM1X5s+SlthXwxBPP4aTv/7A3cIJxFI04lMJbhMe/vOEX2GTj9ygwXmFvG43AuL/D2FrKYfwm9t57X1hwpC8NdBhby4ikSB3G/XOMJQ171ABjTgAQeBLgEhpHIQtDmigKwuNyuS5RCgTH3Gq1EBnPFUd/6jau1QLRmXm+UcSH2kwrsEDlzTffLFEXS7p60NkxTuByej7Gx/z2Ny8KOG7NLZFIiUwmg3oQisPYdjN45d+vYupee8PP5pvjT9PtniQI6jX84vrr8cEPfkAiT+jwVodxa7a+XrUqoAqoAm9HAQXGb0ct3VcVUAVUAVVAFVAFVAFVYGwrMEhgTDCVL+RlyTyBcbFQwFVXXYcbfnkT6kEkQIvJAmFEuGVJhvHdd90p2ayMtOCmDuNldbXRDIwljwIWbESNWGIUZrxGYLxPExibWAQTSSG7NoHxhc1ICha9s5EQZkrhu3QbXcC4Vi3B8zx5QiQ2ws0gK9EvhMU15HJZiZhwXRMxYeRKJMc4CCLJKS4Wi6Drnw7b7p6qxFP4vsGgRxxxNP7057+gXK4gk/FEc8JputcJW19+4amWBsZIGnAcB7V6AD+bQwwLS7q6sdOXdhbHPvsX751F/yqlkkR/nPC94zFt2u5SjNNpOrXH9h8CvXtVQBVQBUa/AgqMR38b6x2qAqqAKqAKqAKqgCqgCqwpBQYBjOneq1Zr8PycnDXNMP7Wkd/Biy/9WpZ9c3m8m2FxrkDiKLbccgtcecVlaER9BaUUGI8xYJwmRggwJuAkMJ5lHMbMMMZSwNhuRlJcTGDMXNpm0bum+7UveWI0AWMDfhk3wUmZuMFCbC5L3Yk+zHkmSyY85qNk8sQtySEmOGZiCV3IlWoiRewInnMFWzraf//3H/H4r36FBx98UEAyQXHq6CYwTiwLrg089/TjsFvYYUx3NO+HwDhfKKAeNuTnww7/Kl6b+Yb8jjEcnZ2dKHV3I5/L4bM7fAannvojhJzsUmC8pv6a6HFUAVVAFRjRCigwHtHNoxenCqgCqoAqoAqoAqqAKjCiFBgkMK7V6nAzJquYbuIwiLHzzrti/oJFkmFMEOX5BF0x6vUqDth/X3znO0ehXguMm1Edxstp9lHsMB4AjNk/PMyY8UYfMG4WXhvgMGaGMYGxnchkQ6/DmP2nNx55FAFjK0G1WpIoCbqCbctFklioVuvyxGRcD9VqAN/3wMcokxGzNarVGIsWLRQI/Pd//AvVWh0LFyzA3//5D/z9H/+QAm/8HQvoVWpViWwwzyFdyhEsm/EVGYRBDb9+4ZmWBsZ0GDNig5EUdBiz6B0B+Vlnn4MHHnxY7rteD+R+k0YDruNgnbUn45e/vAG5rKeRFCPqD5JejCqgCqgCQ6eAAuOh01aPrAqoAqqAKqAKqAKqgCow2hQYBDAm0BNQ7HoCXugOLfWUscMOn0Oh2C4Ai44+j7mqriXA+HvHH4e9956CWpURFY4C4+X2mzEAjK00ksLDjNdex97Tmg7j5QHjS9JIiiYwlozZ0QuMgYa483mbjJhgvrPn+SbiJYA4jCuVBL/73e/w5z//GX/4wx8wZ84czJr1BhrNYol8PgUKOzaqtZroJcUqowjZXBaValWeQxbIK5fLAlFz+TwWL5yHP/7uf1saGMcN5qZnBRjbjotIxioXN0+/DRdedIlo4TiuOLDz2SxqooWNBx+4H2tNGodGNMxFI0fb3xS9H1VAFVAFRqgCCoxHaMPoZakCqoAqoAqoAqqAKqAKjEAFBgGMJR+0VpcCUhJ9agGPPvIUTj31dMkvbsRmuXsu74NFtJKkgVtvuRlrrz0Z7W1F+Z0Av6VvP0ktqL3W0REo0FBfUoLUIRlGMWwnI27RN2bNliX1QRjBdhwpOujYDjIuwWID9VoVhx16GL5xxFcZEjK8RbsGtCPbsln0rtm8jFEgAOWkwtx58zF1yjREEbOLbQF5dLyyYGKhkJdCZFdddalMUFQqzMrOy++HExjzWliAznJd3Hf/Azjn/AskN5ixEW7Gk5gItonr2pg0cTzuu/tOBPU6ch7dwRWJ4uCWypR+lxckeoOTMKY4IHWKwkSiKOgypkP/1ltvwz333Iuuru4m/GQhQOP0L5UrRkc3YyZmJEecejLr2BInca1eE4DKDN8gMOcSeFoooNS9GL/975daGhgzh5kAvBEn4iz2c1ks6Sph0eIu7Lb7HuLc5vOTy+UQBQHCoI5cNovzzz8PH9/6o4hlfBrLY9BQj3F6fFVAFVAFRoYCCoxHRjvoVagCqoAqoAqoAqqAKqAKtIICgwDGhFMEfBkvKyDPdR1cfdV1uPrqaxEnlrj6xOHomQzjtrYCpt98I9rb25D1vT7gp8B4GT0iQRQ2XdiWgwztpBYw680F2HmX3VCuVNHR2SnAPgrpPk3gexn5+srhh+Pwww5sAvlhBF5CQPnFzpQC46QXkIZhiGwuJyB85szX8c1vfgs93SV5Dwu8cQvDANmsjw/9xwdx1llnoK1YQL1eg+8ZINsHjPvHUfQ/56o/bE283WthTqMv0u8sFEf9iRXvve9+nHvBhTJJQqgbijsVyOeyMlGyztpr4bbpN0vMge+6kjEcBsFygTGli+MQWT+LxUuWYFzneCxcuERywh9++FHcMv1WiZWYN28+Ojo64fs+uru7UKtVBQATuBMU010r57EteL5v4hcSwugG3vu+TfHHP/5R9k1BctRoIJ/PS9G755/+VUsDY8c22c6ExSyNaLvvpmW9AAAgAElEQVQZeW56ShVMmbqXxOUQGDPfOSZMbzTgZVwcc8zR2HOP3eSZUmC86s+PvlMVUAVUgVZRQIFxq7SUXqcqoAqoAqqAKqAKqAKqwPArMAhgbC7SEhdjvR4il8vgO8eeiKeeekYgMgua0XXMImWMpNhkk/fg2muuEgekgTHpEZa6XXUYC6gi8CLYo450bOfyBXFHEhgzH5oRA3SeehkPcSNCIwqlSNqhBx+Cgw86AJ7HbNphAsa9sDhtZMZHGACXNIkrHcJ0uLIP0QX6wgsvoVAoSj6vce+yuBsQNUJx426x+Yfl/sSdy9De9NC957KAxORimy0F1av2OK0MGNPBS2bt+i7uuvt+/OT0nyKBjXy+KA5wunZzWR89PV3YYP11cc+ddwiQDGs1ySbmvchVpo7r1GqfWPIanxMCz1q9LprMm7dQ3Psvv/QyXJcZu5DIBTqHmetMnTgZ4/tZzJ8/XyYSWNCNDlrGTdSCOtZdd11st9322GrrrTFjxgxcdvkVzYkFyzii+WVZyHounn3qsZYHxnx+LJsOaxuNJjjms3TwIYdh5syZzYkuVzKMZcrBAnb84hfwwx+cpMB41R4bfZcqoAqoAi2ngALjlmsyvWBVQBVQBVQBVUAVUAVUgWFTYBDAmEvY6U6ke48Zq77vYuqUfTFjxkwBxnyN2alhFMiy/O222xZnn/VTAVRcqq9F71bUugmYwcq8WcYblMo1AV9z5s7Hjjt9GcW2dsQC+GgetQUYi6YW8PWvfR1HfP0QcX8PPzBuun0F3hpobIBxIqA7bDTE6UkXKN2evp8TaFmt1OR7Lp+VqISGaOH0QjwBr2EosNlKgbHA4n6u5iEGxkEQSuxDrpjDPfc+iFNOOx2W7SKXK0gkBJ2rdHwzjmXihHF45MF7EAYNNAIWfOSzY+D2soEx88EbAoOLhQK6uks46MBDMHPmGxKDQbBO4E4NCNAnTpwo7uKenm60t7dj4oQJ2HLLj8BzM5g0aS287/3vwwc/9CGstVannDMIgWeffQHHf+8EcXPzmDweHcg9pTJ8z8XLLzwFCwZqt97GUYkO4lAmtLjaIYga8FnMDsDxJ5yMX/3qV3LfHIcIjB3bFs032fg9uPmmGzSSovUaXa9YFVAFVIFVUkCB8SrJpm9SBVQBVUAVUAVUAVVAFRiTCgwCGHMZu2TNNgy4ZOG73XbbHeVSFbCMq48whhDGshMcdNABOOLrXxVnJR3GvZECSwusDmMBqgRe1I/5xUHYED3nL1iEPfacCi9LkGqjVCpLcS5GfDDHmC7jAw84EIcfdggcZxiX1Pd3/aZL+5cCxjU6pP1sb44xYxWiKEbG7e8SJtxkrrFxqud8H/WghnKpR6IXhhMYMyakEcWILQt33X0PzjrnXIliSRILXd09AvsL+RxyOR8d7UU8/MDdqJRrKOaz0uNXGElB8E3DNKMUbAc/v+RS/Oxn52CTTd4rz9wbb8wSd3FbW1Fyh7nn5ptvhj333APbbLONOJldx4LrODJZw+czDBPjRiadh4Wnn34axx//PVOgMjbAvqOjAz09PZJJ/vJLT7c8MJac9GaWcy1gBAqfG+DKq2/AZZddLtqynRhJQWDM56ejox0PPXg/XAH6w+TQH5N/dPSmVQFVQBUYHgUUGA+P7npWVUAVUAVUAVVAFVAFVIFWVGAQwJjAl+5ELvEmxPrnP/+Frxz+VcQxDDgjbmpmGNMh+pOf/Bjbb7etABuHVtjmpkXvltVBTCQFoTyBqefnJI+WRe/2P+AgLF7SJcXJCP7o1CUspss4ikIcfuhhOOLrhwmoHzbgNQhgLA5zi7ETljhy8/kCKhUWjWOhN/Yd426ls5huXAJjZgJb4mivyT7DCYzp4GYkSAqMz7/oYnkWMhlf4kMIxIN6TYDtWpMm4J47bxdInKWLt6cb+XxO7m+ZDmOCYof3beGVV2ZiypSpePe7N8Krr84QsMuoCd7/nDmzscMOO2DKlD3xmc9shzhpZidnM6hXq2bCgQ5axjFIvrINm3rawH33PYpTTvkJ/GwOtXqIeq2OcePGSdQJCy6+9OLTsATyt+Jmnh8B81HDxOZIoUgXjuvg6WdewAknnCgufJmoCAKB61EYwPc93DL9Jqz7rnWG7/lpRcn1mlUBVUAVaFEFFBi3aMPpZasCqoAqoAqoAqqAKqAKDIMCgwDGBFYExoRN/P7QQw/j1J+cJvmqBMY0MjI7taOzXYre3XjjDVh33XWMcy8x7lluCoyXDYzrtYqBWQ1GM+TQU6phxmuv43snnITZc+bCsm2w8FoSJ6hVKxJHQUfrwQcdhL2n7YV8nsvvh8khOQhgzLuuB4EpSpYkaG/r6BUiYvU4mBzfNNSiVq8I2KOztv90w3BFUhC+uhkXlVogRe+uvOZaLFy0BKVSBe0dnRK9QogPxPiPD30A55/zM6w1aSJooGabEe5zWzYwtiUHuVDwcfvt9+K8887H4sVLUCyajGLGkCxctAAbbrgBzjnnHGy66cZgrHO1ZnKsGSnhsO2TWCZtCEZ5ThbkE2jquLjvvgdwzrnnC0Q2mcsRfI8u7wi2neDFF55qxogMw/iz2qfkvRPoe6hUa5L5zQxj9is69t+cPQcHHXQwurq6JeOZ/Yq52AT8zMs+/bSfYLtPbzt8z89q378eQBVQBVQBVWCwCigwHqxSup8qoAqoAi2nwIo+DL8FQ7Tc3ekFqwK9NKG/FM2iUarOSFdgdWHdMI5hywTGgreaS+VNQTY6LKu1AI7r4aqrrsaVV14FL5OVvF3CzCVdSzBp0gTJoH3ssUfhZYy7kW7Rt0ZSpPfbW/1rpDfwEF4fHZIsKOgKKOwc1ynAuFjM4v/++HdMmDBRIJ/jMIaCzmJm3eYlTmDypEkoFvNIxG26un1wNW6xtwBdWnyuWfSu2YdMpIkj90igySxjumeZo8svTkjQpcuJBcLVQiEv3zOyf7P/9PbTZnZx/2J7q+mO7S16Z7BuL6Q2w29fX01sGwsWLsKixUswefLaWLykW0Al7y+fz2PB/LnI5bLY6N3rIgpj1CoVAfvGQc1MZ6OxOZ/5DxbPM2e0xQn75JNPoaOjUyJI+Aa6ZD3PxdZbb4XzzvspunvozG7Ieeg2L5d7wMRnVyJNHNiWI2CYTmOyeH6//he/lFgGnsfzGJORrgqI4dgJnn/uyZZ2GIf1OvKFnLjXs7m86FCvR7BdV2I5vrzzLpg3bz7yuTxCxlVkfdSlIGEG3zjia9h/v70HFOdcjSdB36oKqAKqgCowghVQYDyCG0cvTRVQBVSBVVcg/SC8vA/E/T9ArvpZVuudCvZWS74x/+Ze4LK0EiuBQGm/S0nEqgqp/XdVlesH6lYV2C0NT1fjUlbxrX2ILP0pQf8uQeDr+R4Wd5XQ0VnE4V85En/92z8Qhg0EYShLuyvVMvI5HxtusD5uvvFGeHRBVqqSsZoC4xSU9QEzc+/EV2N7S+8/hYh9QHEZvuymVH2tNqywOG04jkEDxpG3tmnfKyubIOmPVJfuGf3e+5Zzrm4vWk4/lPOYYw+8sqXvo+/fKr2/kRjh5f/bha1ouQ5Yt/CYY47Fk088hc7OceLeX7JkiURSEJ6fcMJ3scuuO4q7fO782eJgjhEhDiN4lgfHcgW6s3AincalSgX5QlFg85HfOga//e3vpXgiYxuy2RyqtbqJ+ogj/PqlZ1s3w1gmEprIX0TvG03ME2Jh/wMPxMzXZ6G7q0funTEidIfTwf25HbbDmT/9gRRfpKOdxfMI+Jl3bIowMld7Zf11dfudvl8VUAVUAVXgnVBAgfE7obKeQxVQBVSBd1wBBcbvuOR6wndOgQFLuvufdmX9vh+IUGD8zrXXW860JgqONSe9huku+gPjXlRpDMayEaD4WU/cjdl8DnvveyBenTHTOBmZU+zYCAMu8Xbxnx/fGuecdZaALTS45J3FwfoDndTD2XfPCoyHqeH1tMOuAJ+9ehQJ6D3uuO/ixRdfRi5bQBCEJkIiCMRFfuppp+CDH9wU4yd0wLESlKpdcFwLnuuhZ0EJE8dPkkJ3LNBXr4cMMYbnu/jjn/6OI77xTZTKVXHU1kP+zpaoCrqjo7COl557CjZaNMO43zg1wBDehPvU99RTT8PzL7yESrWOMIqbxRepr4MPvv+9uOG6y9CIAlMUL45lvDJ50GN9ImvYHw+9AFVAFVAF1qgCCozXqJx6MFVAFVAFRpICK4JnwwtbRpJKei0tqkD/5dUDbiFd4t2i9zUmLnv0A2PGAtB9V62HqNYD7DFlL8lwZUwFC2sRARvgYuOQgw/C4YccIpmued8bEEnRtyQ/HbPVYTwmHhG9yeUqwNGDgSKW7eLII7+FP/3pL6jXQonuyOXyAjAXL16EM844Hbvv8WXYfNzQQD2oyARNUAvQlm1H95Iek9HbiCUixslYmPXmPDz62OM49/zzJROZ7mLmGtfrgXxnHnnSCEY9ML755um49LIrJE6nXGEUhSd6Mymkoy2P+++5FblsRgBxfzcx3cUpRNYurAqoAqqAKtD6Cigwbv021DtQBVQBVWAFCiwPGo+E5YIj4Rq087S0Aku7hHuXMa/I5bSmMmC1/6563xn9wJjghJAlbMR49bWZ2P/AgxGE5jWLQcVIEDfo2Etw9llnYttPfhJRGKCYzyKoN5e+9y/61VwqnnqY1WG86r1P39naCnD0sDOuFAQ8/vgT8fJLvzYO4f+faVyr1TFhwgRUqxV8/ONb44wzTkPGc9DdsxiTJoyXInvlShlu4iLjmiJ22ZyPRYu75Nn894wZ+Po3viGZ0X42J4XfOjrHSXE4wc6NWNzKLz8/uh3Gzz//Ar7xzW+hvWOcjFu27cJxM/IdcYg7br0B66+3jsRREBBzIzymu1sgfMSChrqpAqqAKqAKtLoCCoxbvQX1+lUBVUAVWKkCK4Jnw7V8cPgzSFcqm+4wwhVYlX69vPzMt3ur2n/frmID9x/9wNg477ho3cLTzz6H4084Sdx6UlgrSeA4lixtp8P4luk3Y6MNNhBgnM96qFWrUvBMIExvDqw6jFevz+m7R4sCHD2iuCGRFHfddQ9OP+0MKXTIfPBFC5egra1NbpU5xqf/9FRsv/2n4fsQ8BkENRQLBYT1CL5vQGd3dxVt7Tn87vd/wYknnoRZs9+UwpR0EzO3mAX1ypWqrBjgRFDSCPHrF54e1ZEUs2a9iV132wO5fBG2k5GCi1EjkZxoK4lw0fln4pOf2Br1el1iO7jRaVytVqWYoQLj0fK06X2oAqrAWFdAgfFY7wF6/6qAKjCGFVgT0GZ15NNYjNVRb2y/d1X7bn9gvLqTJdp/V70PDiJreoUHH35gv7IMY8ITFtJKLBvXXHc9rr72egHGXDYfivvYkQzj9vYi7r3nboxrLyIKI2Q9F/VaTfJAFRiveg/Td45eBTh6hI1IHK+zZ8/Bl3baWYre1WoBfC+HarWGQqGARYsWoaOjDfsfsB/2339ftLXlxaDPQndthSzmzVsicJPP6mWXX4Gbb74ZGd+TvOJCoYhFi5fA9315jpd0dWP8+PECQqOghv956dlRDYxLpTJ2231PyXEmNKa2QRghk/Hh2gmO/vbXsN++08RhzMktTpBlMi7K5Yo4jAnWdVMFVAFVQBVofQUUGLd+G+odqAKqgCqwbAVWVNTLSsD/Lb8S+RCLKkVXFLgNscqj+PDsvXFfhbEBd7qMqIgBlX34+yZwXtVUCe2/a6BvrQlgvwYuYxUPMVhgzADVk37wQzz59LOSAdposOcahzEjKdZb7124/bZb4TkWwiCEa0ntLS16t4rtom8b/Qpw5GCsS9RoCMz94Q9OxlNPPSM5w5MmTgZhZ3d3D9Zff33MnTsH4yeMw/rrr4uNN34PPvWpbbDuuuuiq6sLv//9H9DT3Y0XXnwRf//HPzBx0kTUqnVEcYzDD/8Kbp4+XWAyQSmjLghC6aj1XBsvPffkqAbGhO5f/doR+Ovf/iHAmJEfxnXtSSTFlN13wvHfPVbyos3kWIxs1kO5XG1C9hYtCDj6Hx+9Q1VAFVAF3pYCCozflly6syqgCqgCI0mBFLgsC5CtxIEnwJjAbXWhzSrqocBtFYXTtxkF6NzkB9Kl++/yJiFI4JZ6TqTvr2L/1/475jviyoCx9FIJW3XwtSO+gf/701/QEIZiw3ZNhrGFGJtuugl+ecM1YHeu1+qwYhbuyvYu6dZIijHf1VSApRSQUdtu5gk7Lma/OQcHH3yoFGdzm4XZPM8TcNxgIcl8DkuWLMHa60yW/164aKHk7jK6olQqCQRea+3JWLx4MbyMj/33PwC777kn9t5nH3lfvlAEjxcEIcrlMtaZPBG/euSBUQ2MbdvB9044CU8/85ysjAiCCJ6fFeHr1RK+8NlP4Yyfnmr+GieJOIrz+awAY2rF13RTBVQBVUAVaH0FFBi3fhvqHagCqsCYVGBZoKwpxAAwtiyAZhyWidWAUIrh2BKIm47LRpmNxyWiXPrJjXl4dKvwSzdVYNkKJLAcII4bAtbocOKHVMd2xXXGHMWM68myfv6OWbLmy0A8vs92LCRJLB9sl/5wy/fwval7iktu+TML+nBzHReOzYxZHptfzMts9C7DTZfoauutngLUkU5cwgpCHY4RnudKVmkKKpY+Q9p2Q70kemXAmP2HBbJcz8WnPr0D6mEDtXoI389KJEWjEaJYyGHPPXfHt478Jmwu6XYdhDVmpfq9fUmB8er1IX33aFQgQcbLoKdclucpbiR44IGHcMkll+Lfr7yKjTbaGJVKtbcYG/9GcMzneGLbZtwPG6HEUfBvBccKJ8M8Ywtf2ulL+MEPTsCrM2Zh7332hp/NCngmQOW/V6SwW62CX784uiMp+HfyvPMvxJ133YN6EKFYbEOlyrxiH0kjwFoTinj0kftRqdTk32zU0PwdNnnHuqkCqoAqoAqMDgUUGI+OdtS7UAVUgTGnQH935FJuYiEMVr+iI0tD4z5gbFya7/xGc2chnxMQlG4EQfzwwUw8wpYUIL/zV6dnHPkKJLBdC6VySZYksxgRga4puFNALpuTZcRp7Ak/zHI/bgbwWsh4zF00ExMpGGa/E6hgWQKe2RcJCAy4NEXI5BgJkDCfNknkOeN3OtZ83xQ1I1hOM2hHvpYj8wqZh9nTUxId0yJKbI+0/fi9f3v2tk2zfYd6wmllwJj9RRyJ1Rp2/NKX0UgshFEsgKsehgBiZFwbRxzxNRyw/36w4hgul9nXCWBcjaQYmd1Sr2pEKCBLPNCIGzIx6Dg2enqqeP75F3HP3ffipZdehuf5/SYLCYk5XjfH+yRGW3sRM19/XWIrONk4f8EC7Lvfvjjym98yUDgIsOuuu6Jar8m/pxhHweeZE1c538MLzz4pKwRacjPyyTYgrak3rIl6Ab+88WZcceXVUuyO4xbzjD0vC8eKUczZeOjB+2R8pn5pkTv+HUwncVtSG71oVUAVUAVUgQEKKDDWDqEKqAKqQEsqsPRy+n7QuAmM+SFqmRthV7pCf1UzXFdXM354i2PUmhW1+eGMyxmZk0fQ4rr2AJi8uqfT948uBUygSkM+qPbPwiZAMB/qA+RyeQMUYdzF6cZaYvyi25PMsbe4WJIIOCYoZt/khAXBnW1BQF8gkA/IuC5cOo4bDfM9jgUspy5nwgZCBX5w1m0FCqwoYx2A5zmoVOoyHvg+IYRZ9ixtIu1noDy/luUSH2rtBwOM2Q//9e9XceDBh8ByMogTOvB8AcZ0TkdhHWeffSY+s/2nSb+kr6HBSbRE+pMAneYYbc7XN/lnrWqcylALo8dXBYZcgURgMScK6eLn6g7fz8hZ/+d//oAnn3gS9913n/wd4O/pgDWOf7MywXZsLOlajPXWXx8LFiwQaHz88cfjU5/aGrUas3htvPzy73DcccdJdjH/tVUsFtHT0yOTkuPHdeCZp36Fln0GBwGMOdY8+9wLOOHE7zMwWhzWEvnhevAzNhzUcdONv2gCd+Mq5t9C/t1L3cZD3g30BKqAKqAKqAJDroAC4yGXWE+gCqgCqsBQKLCs/NUmTGgCY+OoXMpd3KQPBhg3kAxThrGVJPAExnHpP9DV1SPQjR826CbkBw91aA5Fvxkdx5SSjVbS6zCmq5hg0fShDHwvI3mxURgLMHAcAxnpmmLRMTrNCCSl8GMzg9FEGZj+yKemp2SK93Dygu/jFxken6sG4XESI+v7Av640S2fflDWSIpB9LPmOLW8PQmBOQa4LiMpGDNSEdhKF7cAehsyXrDNpE0I+pu5mel7B3EVq7zLyoAx+xP73jPPPY8TTvo+IHEpidxDEEXSr6qVEm69dTo2fe/GAozZp1j0jjmrvRMZCoxXuY30jaNVAUM8CX7DwBSk45jLyAiZTKpFeOONN/DXv/4Nv/3tb/Gvf72CObPnoLu7W+Bxoa2IyZPXwiabbIIvfelL+OhHNxOhymUTOcQtl/Pw4ov/LcdkzjEnJ2VCMTKZyJt9+EOjHhi/OmMm9tv/QAHG/BvKSVZmGBMY20kN555zFj7xiU8gk+FqCvP3j2Oy5heP1udO70sVUAXGogIKjMdiq+s9qwKqwChQYOXA+C3AtV/sceowHq6yJGQgAZd6JgYM013cfyuVCIe8UdBOegtDoQD7bRRH4jDjRrcpP6xmsznzwb9URXt7DosXV/DKK69gxozXMHPm63jttZmY9cYsdPd0YdGi+QKOuREMd3R0YNKkSfLFYkg77bQTJkyYgIkTJ8pyZG6EgATErsP+G6ERmfiUNHebTnl+YGa1+P5xK0OhQcsfcyXAmLrSzcfvhYLJN+fGaPPFi5cg4zEChC5wk5+ZxoqYfYZ+wmllwNi47TK4afot+PlllyOKgSAkUMnIQnbLShA3Qjz88IMYP65TIiniRoScl0EQ1BUYt3wH1xsYOgUMMA6jdGWHiZ9gXQSJG8pkZHKvXDYRVxy/CTzTiCH+nuM4VzQRbvJZ5fdiMSfvq9cbaERmTCkWs6jVOYHDsZ8xRpzIstCIWjindxAOY67KWdLVg5132a1v3EoYdRbDtRN4ToSjj/oWpk2bZrQPw+YKEGrPSbwWjesYuk6rR1YFVAFVoCUVUGDcks2mF60KqAKqwMqB8TbbfKrPYdwLZ5rLnOmqtBu9Dst3Wk8u5WR+JwHJ+PHjcfrpp+P973+/wDYWTeFSUnUYv9Ot0jrnk95vAU4zL5ExFHRu0rW5YP5ivP76G7j88iswf/4CLFiwEIHET/RFFxAKeL4jTk7CxtSdaoCwIx94CSs5acHlyttssw0+/elP433ve5/AB4LiQj4j7rYUEvd3FfPnoS661jqttZwrHYTD+Oqrr8Ydd9yOhQsX9o4HbOdcLotbbp0u7j9C4zSSIm27/vB4qHRaGTCmE5ETGmefcx7uvvc+hI1EikdxSbdZ6BGjva2A+++/16y2SBLTr7I+6vWaAuOhajg97ihQwCz3iBNTaM0Us7PF/Utwye/tbe29OfQsUMpIBS5AMDn1QK0awMsY13BaN4H/9uBqBY7paSSMiRZK4MjxDWDm3x+7X6Z9ywk6SGDM8WqPPadiwcLFZpWOw8msCDYayHkJpk7ZHUcddZTcfv8sfwXGLdcj9IJVAVVAFViuAgqMtXOoAqqAKtCSCqwcGG+77XYGGC8Fi3m7BriZZf3DsbFYTNwIBBjzA9hDDz2Ed71rbXH88ANapVLRonfD0TAtck72WjpM5y9cJMV42op5zJm7ADffNB2PPPKoQOJx48ZL0bRqtQbbYi62ybjkB1+CgSVdC+G6zMc1LtX0Qy4/+Bq3cra3qB3hMbcPfOAD2HfffbH7bjuia0m3FG7ke/t/WE4LJmmG8Uo600qAcSZj49xzL8Ctt94qYJ+ub04kEe4wx/iuu++U19KCh2l+pomCMCBpKLeVAWNeA+H2Md85Di+89DISy5EsbPY/3jpdihtusB5uvPEGyS5mScV6rYq2fE6B8VA2nB57dCggE4Zm0o+Al88/x2KTcW5L/ARBMl/j2G/Gd1OklO5hZt+zOKqEdjWTu8qlivy+o7NdNIo5yVOvySQhc+35M8d1HsdidvoQjzFD1lCDBMbMXD/0sK/gH/98RVZ2uBkWt4sFGLtWgO0+vY1M9qdb/yggjaUYstbTA6sCqoAq8I4qoMD4HZVbT6YKqAKqwJpSYGXA2MYnxWHMYl8DiyUNAMZr6nLe5nEIjJNGXRx2ixYtwhNPPCFuQfmw1tGGMOzLI32bh9bdW0GB3g+s9Jr3m7RY5gRGf/DX55CvhQEKhRzmzlskUPHhhx/BwvmEwCaiwOQVx3BsE13A/2bWpQELrriR6VBL4wwoW3+HMaEAi9fRnVZsKyKJE3EdE0CM6+zAd447Ch/+jw9h7bUngrWUKpWywEsWm0z3k2O+pT2GFmQOf/MPnIRa1pSUUSCdzFr6ipu/tSxcccWVuP3229HV1QW/CfCNczvBw488iPb2Nsk0ZtErFiEkKEqXRxMWSfG4/ofvvRir6fJd9bZYJjDmXTXP0YgJhzM47Ktfxe//8Ee4GR8J6G4kcIqR8Wx88AOb4orLL5Ur5Ehdq1ZQJDCu1QR2yVgtl5iW19Kid8Pfv/UKRoICseSVm+KQJnue4zkz680kdFrojs+aAOVGIs+Uea5MqdQobIhzmPukk4SOa6NeC+QY2awv7/V8D0GtJq/5uRyiIGxOuq/6+DHcGnKckqFqqVvoGyLNSpujjzkOv/nt7yW/WP62xgDrKcdhGR/76Ba48MILm8VHOZ6b9ojjZU3Yta5Ww91Wen5VQBVQBYZTAQXGw6m+nlsVUAVUgVVWIAELxwlz6T0G/0FuNxGJhW0+9ekmaEhfH/jpgA4ZGmS4nJ+b+XBkfh5q4wyBMRo188EjjqWi+TrrrCNVyAmM6WLRDLxV7hwj/o38sGolRGTG6d70vDe/m8uPwWxJU/iMUDAIWdiMzvQYrrx3eaMAACAASURBVJeB5QJPPf0CrrjiCvz5z3/B5MmTUavVsGDeAkyYMLGZV8kngoXTjOvM5FXyQy37XQSbBesSk7eYRkikUKFcrsgkBqu/09XKYox85PizLF1OImy33bb4r//6FiZOmgDbYkEzFz093Whva0PUMMuXiSZMvIol0MIAakaycKnzaNt6ywhKnEdPqQfFYhvqQV3c3ATp1DRg5nQYIefnxCUYRgbcE+6bdjJ5v5wIuOiiiwVUcAk43eLMmq5Ue/DiS88ijs3yc8mN9nzJNI0j4w5P86XDOoGPjwXz50smteU4so/UmFuNgW4wwIU5qdt/5gvo7ikjmyuYqB0nA3ApfVLHfvvshSOOOAKFQhblchW5Xle7ycYeuClwGW1Pi97PmlBgVVdJ9VaTXPFFNB/0pZ++1Rk71sRdr+4xVjbhRSDPCa8LLr4Yt91+JyrVOjw/J/9GlNU3iNDZUcRjj9wvYynH8wzH8npdInbSf7/phNfqtpS+XxVQBVSB4VVAgfHw6q9nVwVUAVVgFRVoAuNeB5pg3l5gTCfbNp/atgmM+yBy/49WlXIZbW3FZuVvuvbMRhhGMDeUm4UGMnYDnlTXDnDbbbcJMCb8oWu0q6unt9DYUF6HHnt4FLASC/wyfTaNRmGfa/ZQC7LklyBwyZIucWfyQ2oYxvAyNsq1Bi694go8/MgjmD17NorForgyCRY72zvkQ21asZ1wkKCR+ZMCHm1bXGiWbWC05N5yooUZsuJMTgRYMu6AzwFdxmkBM/ZPulnpUK4FVWywwfpwXAunnHIyPvwfH0S53IPOjnYsWrIQ+XxOHFe8JeNnIzh2xLHMc0ZhCxdNWm63aQJjK5HJn/HjJwgsrtZqyBdyyDgZVOtVOJaNnJdFpVRGIFm/OQHMdPw1GgT6Nvysjdtvvw/nnHMuOwPihEWsKgLug7CC555/Arkci1c54v6mxlJ4KYzE5e1lMuL6zmdzcFgYLwzFTVgqlaUdMn5u1YHxIJZ0i6O9HmLHnb4ssIXRKYTghDBWEsFBHUd8/SvYf//95d4J09N4DV3OPTzjkp5VFRgrCqwsUoc6cDXENdddjyuvvgZ1FuzM+BJNYTmWFObsaC/igQfug+9lkEQGGDeak4NpJJABxulaD10hMVb6l96nKqAKjB4FFBiPnrbUO1EFVIExpcDqAWPBdElDlurTlUkwl+aw9s8EHSpJbcSIggpcOjwB3HXXXVh//fV6nc0srKLbKFagCVEJjc0HSoLiJjBuuubT6vXZXA6LFnWJs5SriV+bMQe33HYbbpx+i8BGwmLCwXKpDLdZ/Eggc7OAIn9HmJg6iPm6m3Fk2WyaV0xwzLzZ3sJJ0v8slMtlAZKEx/xOZ7BcLaGylWDx4kUy6ZLJODj11B9j++23w+LFCzFx4niBlw7Dabl/bJzNvE1+CJeieNHo7OOpx5gTT+VqVSaE2HZRo4EFCxZg3LhxyHpmiTdBqdE8FlicQnWBDRZw330P4swzzxJgTIhcqZo8UcdN8PTTj0p/YFsQvrONM82caratOHSTRCYJXnv1VWy40UbSFkGNTjlOPoRDCow52TB7zjzss+/+UuyO/YsZxix6hzgUYPzjk3+AHXfcUfpmWiQvLcCl0HgUj396a6rAMCswWGB8/4MP4ZRTTwNsVyJ1OJ7WwxBhWJfaAdOn34R11p7M/CdxFkeS88wCg82/lQqMh7ml9fSqgCqgCqyeAgqMV08/fbcqoAqoAsOkwOoCY1b9hvzDnhnC48ePF2BBNyUhzlBXuWYkhWsnUvSOgPqmm27Cuuuu23sNXLaeAr5hElhPO5QK9Lpu05P0xVKkjiT2R1OZ3eQNVyohXCeDE088CY8/8QTaOscLkKxWKlK8qK1YRLVaERBIQElQSReUbVkmQqIZO8HfTZo0UYAiYS/7H4vjvfHGLAGaPC+fAX4wDoMIOTqFASxcuFDiMNra2uW9Gd+TyRa6lRuMn4gbOOusM/DZz31GADhfJ8AW+ClOY6v3uRL3czOjdihlHtpjp+sVBi7WTl+ly7tQzGHxkm5xi9ONRoctVxV0d5Vk/Mn6vmmbhonGkaiOjAdy32o1xmOP/wqnnHKKcWazPULTNuPGteHhh+5CPaBz3MBiV/qJKWzItufrzDHlOeq1uvQljncLFy7GhInjIJNSq5ryMEiHMbOLv/Xto0zup+P2AuOkEcCKq7ji8p/jYx/7qGRrs58weoU/c1JDgfHQ9l49uiowlhUYDDDmuPu/v/0djvjmkbBdD1EjQS6XR3epBMtKkPUzuPTSS7DZh/8DFnPZXRuNIJBMaQXGY7l36b2rAqrAaFJAgfFoak29F1VAFRhDCqw+MGal660+tiUqlYo4KAmLucly+ShaRobmmpSXrsC6LGUksDv66KMxadIkATwEe9msZ4CObqNTgUEAY4JDQsSowSJ1HpgHe/55l+C6666Hn8sjYJaxmxHHKQFsqadbPqjSNc/4iSgM0NnZiU022USg3Me33kp+Lhbzsqw24wFhlEj/z/o5+D6L1TXwt7/9Da+88m/cccedEnfBaAX2SUJiupkJNefNm49CsU1cr8z+Zh5ypdwjRdguv/wyvP8D72vCauOAZZ4CrzUFgQSaXL7butvSuaF95DUFEZ7nYN78JZgwoZMGYVx33U2ixZQpU9HRngXN15VyVaA8Yybo0g4CZgsTGpt85+eefwnf+94J8poAVzqJLQvrrbs27r5rOqqVkrQ3M4oZFZL+nm5l9gvbASrVAPPnzcfVV1+DY445BuPHt2HBAjrWiwMys99WWwwCGHMcffiRx/HjU06V3GL2GwIXOozjqC7A+PbbpuM973mPKa7oOCbqpFbvLd73tq5Jd1YFVAFVYJAKDAYYc0Zt5huzsNfe+4jDmCsk8vkCuks9EvvDFWI//vGP8IXPf04cxq5DYMzxK83tT4t2aiTFIJtFd1MFVAFVYMQpoMB4xDWJXpAqoAqoAoNRYPWAMSMhPrfDp3HyD3+AXM5DFCUolUoCjrmSu1KpCbwdso2myzhCLudLsSfmFqdbGDbEuUkQpNsoVWAAME7dxUwkSAMNWHjRRhASJmZRDxLcd98D+N7xJ2C99dZHlVDNzYhztaurC3GjgYkTJ0ikSXd3l3yfsuce+MIXPo+tt95CjKSlUl0iItjf0zxcN+OKq7OZHMHPvAIeCakL+Qz+/Jd/4fHHHsPzL7yAV//9b8k0pvudAHBJV4+4jctlQksewxTTW2utSbj++uvQ3lGQ40ZhjDAIBHQSfPN7GAby4bp1t35t1mvTbcZvNPOaMxlbnLUcT3pKIQ4//HD86U9/wsc//p845qijsP56a2PihA6RoF4n7KUjmcWU2IZVyTz+3//9PY46+mhpEwJ3TgywDd6/6Sa48RdXI6hzvwIs2xL4TDKdz5txg8dkP5l+yy246uprBCAfddTR2GXnneFngTBowOpXMvRttcUggDHdzL+44WZc8vPLpFgUYXYKjBthDTkvwb333CmrO6Q4omUgi7lHZh238oTC21JTd1YFVIF3WIHBAGOOteVqDTvvuhtqgRm/mDdfkTghV/4N9+1vH4n999sHCcdox0YcGodxummG8TvcsHo6VUAVUAXWsAIKjNewoHo4VUAVUAXeGQVWHxh/4L0b4bprroLnuwK16HoknGOeaAowhu5eEtSDAL64M2OB1QQ63AiqJf9VgcnQyT/cR14KGItfldXoZTPfmVfb0dGOUqkmcHbXXXcX9+Xaa78Lb745G34uBz+bRdTsK0nCftSDHT6zPU488QSMG9eJXI5ZwSyWVhL3ZrGQlWMvYCzBhHGSq0t3JwEdC9+lLmC6p0olU2CNbvt//vOfeOihh/Dggw9hzpy5mDBhEmzXR71OEAwBwMVCHnPnzsEmm2yMbbb5JI466r9QyDMXmdA4keOkfdrEVYwWYCyN12y7vgKbcYPPeIhszsdDDz+Gs88+G/VaIE7bMKjj0EMOwGd32B6bb74ZOEnEwngpZCdgth0bf/zTn3Dkkd8yURWeJ+ehjltusRmuvvxiBPW6jBd0ILNoXHt7US5l1qx5mPn6Gzj99J9icdcSLFq8BIVCEW3tHfjFL36BcZ3t8FzuuorFPQcBjNnW519wMW68aTryBa7gCAS4eF4WUVDF5IltuOvO28R1zntIV3UQGnMs1vFvuAcpPb8qMHoVWBkw5jjESa4YFnbZbXcsWtItGcZc6RHFsQDjMKjhoIMOwDe/8XVwdpCRFCx+R2CcRoopMB69fUjvTBVQBcaGAgqMx0Y7612qAqrAqFNg9YHxJ7faAhdecJ6AFsZCsBBYIzLwtqOzXZaKD+VGd2eZ+bO5nFwDowK6uwn2GFPhy4cV3UapAv2AsXiKew1JzUI5YL52BmHUgGU5+P73f4iXXv61gEX2S4lNiWNxZRLqdnd3S5855JCDccD++0m8AUFtIwrFtel7LMID1GpVeQ/7e9QIRdzeau5N06zJXmTuMeMBzD7ZbAbVaoDp028xURVz5qFSC7HWWmv3OpqLhYIcv1Ipi9v54osvwuS11hIwLU5juRdzPom4WNX83BHRJfo7jNML4g2lwNiWjOKeUg2lSgVf//oRmDN7rriDuaSZ7VKtdGOLzTfD7rvvjs99/vNob8+ipxyAoLm9w0elGuNvf/u7vJfwwQBjk3W89VYfxZU/vwBhnRNLLhqJAb+e7+D11+fgwYcexrXXXoeM52NxV5fAYttxUKlU8d3vfhfT9toNVkIUMnTAmH3op2echTvvugfFtg7U66GA7RQYb/zudXDrLTcJKE6Lj7Jf+34GtRpdeq08oTAiOqlehCqgCixHgZUBY45FHGudjIddd98Dc+YtgGUzKsiC5djgBG29VsG0aVPxnWOP6S16Z0nBUfM3jpsCY+2CqoAqoAq0tgIKjFu7/fTqVQFVYMwqsPrAeKstPoSfX3KRuIkJJ1IH5DtVbMm4SsdsA+qNp58ke53FRhITSsH4BrGA4q9/fQX77X+gKYbmeAIPCV9jxJIpPHfuXAHIP/j+Sdhjj91BrhgEseQrGrcyPxr3/970MC913oGdkZkpBhpXq6ZgmimG50uswneOOx5dPSywZ6ID+AG5XCph8lqT0VPqlg/Tm232YVx7zWUIAuOolcxH1wGzfRnD4g1l5MuQ966VA2OCX8+38MMfnYannn4G5VIFvp+Vr57uLkRRHYV8TgD6DjvsgGOPPVbiJRy61EDAHkvbHnjQwb2FOTkxQLhK0Hzx+edJbEitGolL1/WAe+99GFdceSVmznwdbsZDwhgQ10MQBgKc2W+4pJrZwZMndQ45MP7q147AP//1b1SqdTlvqVxFPl9EWK/gE1tvjosvOl9ainCFE2WM4snlsuJGVmA85J1YT6AKjFkFVgaM+e9AjklBFOP4E07EU888BzfDFWGMM7blbx6B8XbbbYuzzzqzFxiHtaqMYVwlpsB4zHYvvXFVQBUYRQooMB5Fjam3ogqoAmNJAQXGY6m1R+W9LgMY9w+loBuVH06vvuY6XH/9L2DbLmzLaRY/o/PJFsDGDNjttvs0jjn6KAGH+byDoM4idUTAKdhMoXGfkokAYwOnzdZv9kLcyHVxpvKDLzOK6RCVD9BBiHvv+3/snQd8HMX9xd/u9abmbloooZeYngChhF6NDYTeO44JEHoPAQw2GAO2MTEYMGAM2BgMDhBCCSUJECChhFBjwFWy+vXd2////eZWxZZ0ss5CkjXLR0g+3e3Nvpnd037nzfvNx7jbJmDwkGGoqqqCn5TacdBQ34BA0I9IJCwg+YlZj6Oiogz+fBx4NpsD4yj4vh5WZOuz28rAeNVICr/fwD8/+BS//e1FaIwnxNVdVblCcp8JiRnXAYdROFlkslmUl5fj5FNOxlFHH50vXgh8/30VDjn0UCleyJiGeDyOsvIybLXFFpg25S5ULavBwIHl+H7RUkycOBGvvf56PmPaKxMPjDXxmF7JOPb6fAJhGWfCKIzJ99zZrcDYND049rgTsHjJMqTyTuhM1oaP0MVKY689dsb422+VCTsXznA8UyeOOdf53meHiG64VkAr0GsV6CwwTmdtXHfDjXjx5VcEGMsCHFke4yBnZ7Httltj2n1TBRizRgAzjPl5qSMpem3X64ZpBbQCWoHVUkAD49WSSz9ZK6AV0Ar0FgU0MO4tPaHbUZwCLiRuuRc+5vF6UVNTj1NPPR1VVdVSQI1w0e9jXEkGwaAXmUwa66+/PsaPvx2bbLKeFK3LpFkoj79j5EBrh3HrlrZ851Wt7oxECYXCknFMVyvfm5EtkUgADfE0zj1/DL746ivU1zUIpAyHQhKNoZyhDhKJBG6/7VbstNOOqCgvU4XuvB7Jag4RCmbowOqrFvvCRe+oF7ODX3nlL3jyqaexaNEirLfeeqirq0eiMS4xNKUlMZWdHomgoaEBWdvCiBEjcOut46T/Bw0qw7bb7iAQVRy46ZQUOjzskENx8++vQkN9Bi+++CJmzpyJr7/+GiUlJaL/iuoa+AN+gcR8jCB2yZIl2GCDDfCL3XbHoYcchF12GtGtwJh9vf8BhyCeSCFrqckPFuVjbIcJG4cetA+uveZKgcXc1BLwjEw+uLCluDNLv1oroBXQCrStwOoA4wl3TsRTc56RYq/ymSUZxZbEDg0ePBDznpkrwJgTgCwaIJ9z+U1HUugRqBXQCmgF+rYCGhj37f7TrdcKaAX6rQLFA+MdR2yFKff0YCRFX2Vl/XbMrfkDXxkWN/3bYPFDLz7//GscffSxKCkpQ84xxPXr9fiQy9lMs5XIiAMOOADXXXcV4vEUYtEgEokMQsFm6NbsMmb7W76j+3NbA9EQgOcWvwv4gwIi43mnLG+Y//PfL3H6mWeCTlIrayGdSolLltEVdIgyU/mAA/bH1VddJjfWdEybHgN1dXUCQD0Gb6r76kmwcs81H4cLIhi9wWfV1SWwdNlyzJ49G7NmzRKHeEXFAFgZS0AuASm15XNLy0qxePFiGWgXjBmDPffcE+edd57kqnv9vqaCmPvvvz9GHnY4ZjwwA2+++Vd5nP1FCE2XOQF/1laOcL7WNAxss802OPGkE8WNzo3QVo2NLmydKHrHvt19jz0FsnCyg/EljMmwbQde08FJx4/GmAtUPjPdxC4wZvtlpOZBchdap1+iFdAKaAU6VKAQMOaLea1OZy3MePgR3D/9QckwNgwTOTgCjAOsHIocXn/tVfhMU7LpedV3s/rlOpb/aFDv5365q390J2kFtAJaAa1Ab1dAA+Pe3kO6fVoBrYBWoE0FigfGO4zo2QzjvorK9IBcMwq05yzmPSVvLunw/dOCl3DDjTfB6/UjEAjByjJqgiCX8LhOipxNnz4dW26xJRh5nExm4fcz1zYp31uPsXbxdP6AVnq2A9lHMpEWCEkAms06AoQJjDO2hcOPGCmF1HgTnUokJZ+XLlGCZuYYM6P3jTf+AiubRdbKIBwOIZ1OCcjMSU3HvnwWtA3cm1U2UFdfL5ERXNZM3Rgpcc8992D+cy/A5wshk8pIpEhlVZX0gcfrkfgIuoIJ3QcPHqwAsmmgsrJSoimYRRwJR1CzokZeG483or6uDqWlJYhFY1J0MJFM5F1uDn6ywQY48cQTcdBBB0ob2C/hcBC2ZXVd/U4AY46LPffaB4FgGA5MlXft5WQH4PMAF445C8cde7QAYwJzQmO2jz/zyy0atWbONr0XrYBWQCvQrEAhYMzrET/XMpaN+S8swK23jZfrmOT553JwHBvBACfk6vHmX99ALBwWYOzl5zcLipIaa2Csh5xWQCugFejzCmhg3Oe7UB+AVkAr0D8VKA4YG8hhhxFbY8q9k3qs6F1fRmX9c8yt2aNuExi3cCPRkXv3pHvx/At/Qk1NHUKhKMRYDLoxAcNIo6w8hmeeeQaRUACWxUxFAkFVrCfHJbJtbU2cs/1YBb6MURThUET2wGJpdIAS4vHL9Hrg8RmYcOddmDXrCeRyDgaUD0BV1Qr5fSgUkhzeTDqJDz54V0CgbWclV1mW8nq8MBw6jBlRsHZtqmgh+8eAx+dFIpkUKEpNqA2L/X37v+8w+4m5eHTmLHnukCFDBMovXbYEAcnwzcjzq6urUVpeJtqzX20BFQ68Hi8S8ZTsj05u7jOZTCCd4kQBJxf8iEbDOPusM7HvvvsKuA+FfJJDTZhPIGtb7YyPznRHJ4DxokWLceSoo+Dx+sWZR8MwXfIGc7iNHG664Ursv98+TcVGqRd1csevjqXoTEfo52gFtAJdUaAzwJiftQTGf/vHu7j08itlpYTX6xNgTGex3+cRYPynBS9g+JAh8vnrAmO3Tdph3JXe0a/RCmgFtAK9RwENjHtPX+iWaAW0AlqB1VBgTQHjnouk6PJy8NVQST+19ypQCBjzZvSSS67CR//6WICxh1EUNkEk3ZdZ+AM2ttpqM9x1110oiUaxoroaA8rpOE0ILMxmxMLbvCY2L4U7USFgUwrfuZtLq9V3wki+l89HZ3GuCewR6LFKfDKTwkt/fhmT7pokoLgkViLvyRtqws5UKoloJISpU6dg8OABqCgv5UJepNJJGHRqGf61EBjncbHBJcu2AF66gTNWVuI4GEFBMBoKRpBJA1WVteIQf+KJJwQKl5WXIuc4qrhdWSmS6ZQ4jQnvBw4ahNraWumHkpJS5CxHvi9dukRc20OHDJHvzNQcOfIIHLD/fhg2dAh8PqCuth6xWFRlbILxEATHXE7dxWmrTgDjTz75FOedPwbpjCXQmO+XTLEgVAjIZXH3xHH4+a47iSOdExwcV+6EBCM1xMmuN62AVkAr0A0KFALGEhPkQIDxp//5XDL7mcXu9weQkZUQXPjBFTcZPDrzEfx0o40k4kcD427oLL1LrYBWQCvQgwpoYNyD4uu31gpoBbQCXVegeGC844htMPnengLGvF3pYn5o10XrVa9sxSpbpuuu/It2W91F2NVLVGiv9+lI4uggqD311HPwn//8F3bOkJtX0/TC52XRuyTS6VrstdfuuPvuSZJTS2hMyObzeqWwGovQqY07bNaqNTBeSYym5/H9mVnM+Ih8xq44l+kCBWwnB6/fRDpD17AHPq+JRDwtBfGSSUvAHwEo4xEGVJRIbAVjENKZJCwri3A4AitDeNnHHcYtdHXhuwLxeYex14t4IiGZ07FoFNW11SgvK0cmY8EEc4eVnrU19bj99vF49fXXJXKCsFmgrs8rxe/oPqaDmI8NGjQIy5dXIhwMy+QAoygIN4IBP0aPHoVjjjlKfo5F/aivT6C0JIxEPKFyjVl40HUYCzvu4jkkh6hGcLME+SXYci4b+Me77+PKK69GQ2NcgDFBcX1Do/S9Y2cxbcpEbD9i21bAmNCYY5gZ1xoY95ILlW6GVmAtVKA1MG7+l/vnBz/XBBjbNr76+lucdsZZyFo2/P6gmgA0DTg5rpYxMWXyPdhmyy3hMQ3JMG5ZK0A7jNfCwaMPSSugFehXCmhg3K+6Wx+sVkArsPYoUBwwZtmSHUZs03NF7+SupP8CYx4+8RLdheFoWAqAeX2EYkkBjczOJRxrDaRau2Gbi8j0zKh2xIFrIBDwCQBkATp+pxuUjklCvI62llxcjkxAsdocqZpj4qyzz8OXX30jzqZUMiMFw0KhiLpRNbPYasvN8Mfp94tzlDnBBJABvx/xRCP83nxFdxca58HxKsC4JfRsanBLkNgWVHTgrDKG235eM0aUI2shSXMBoJ7pwSLf1Vm5f9WgbupD0ob8IdoqS6Qp15IkglCXjmyCCa/XRDxh4d1338cz857DG399EybPg2AADQ0Nss9YSRSpNPOkPchmMshlLQwZNFh+f8Lxx+G0004VYMHoCa6YZqFBnleqOJMfHrrCE0lZNh0Oh2HZOTXOurTx+qv6Uw0fdz/EyCzgZ+DlP7+Cm266GYbpEWcxnXnJVFrc54Zj4blnnkRpSUT+rSJLbAHjLaNPutS0zr6ozXHf2Rfr52kFtAI9qkCnJ5bbbmVzgVmHocPNV7D8hzGvR7xmWY6D739YjKOOORaBUAi1tfWIRGNyXWVmcSwWwdjfjMExow+Xi3821Zzh3/LvF7Xb5snbrl55e1Rz/eZaAa2AVqAfKqCBcT/sdH3IWgGtwNqgQPHAeMcRW2PyPT3lMObNQ/8Gxl6PB5l0BoFgQEBWMBSEJfm2HnGhStGYFgCulWtHbu8UmOqJTbBYPnOVbloXeJWWlspSVW6Ex+1uLZb0u89pCY3FYez34LcXX4H3//khamrrEQyGYXpYyM6Elc3AysSx807b49Zbb8HgQaXihqqtqZHog2iULk5CypZQVt2s8r886lO/7hCcNYPA1seSn/Dox2MYAoxbjr/Wjlsp3ObkiFRBYOwWcSMU9Qn0TSFn2chkspLxW1oaEzA8d+6LuG/a/aitb4Bl23J+EB7nkEN19Yp8ZrEXftODhd9+i5NPPhljx45FRXlZvmicIfnVkbAfqWRW3otuOE5k0LlrmJAChXQuFweM23IYq3OS0Pi55+Zj3G23y5jNZDmhQmCckoxlw7Hx8p+elcgS/rslMJZ85fbyt9fkyS7jvmeuH2vyMPS+tAL9T4GV45RWX4H81avp7zD3o8z9zlx+xivxU7SyagUOOvQwhMJRNDTEEQyFJUKHn8NcOXPeuWfjhGOPkauJncnIpB5XlbQCxk0zteq6o688q99n+hVaAa2AVqAnFNDAuCdU1++pFdAKaAWKVmANAeMeLHpXtAR9eQcOQGBMsEVnMZfMB/MRCrzR+n7RD6iqqsqDzbYOVEGpntwCfi/SqRRKSkqwxRabIZkkkGMkQ0qAFyMAigHGHp8H4yfchXnPzhdgXBIrl4JhXBYLxyY2Rijox5NPzha3akVFFIk4QSALixGnrwx784CsqehdJ9RrF6oVf8PeiXfv/U9pQx+Xv0ushJWV8R0MMq8ZSKWzAhrY/nnAdgAAIABJREFUX5wAYR+xr1IpC7OffBpz5s7D998tEqAQicWw8LvvMGToUAHPjfFGhCMhySL+buFCDB44EFYmi4CfDvcMDjroIJx7ztkYMGAAwiEPqqrqMHBAKWyLBQxTAjboaGa0BfdBh3HXqUXh6+/jj8/CXZPuljiKnAMBxnRIcyLIawJ/fe0l8BwiICYwpi6cLOLv+e9CDv2iB4cGxkVLqHegFegZBYr//CkEjGWBCOsFGAZS6Qx2++WeCEdiSCRS8PkDcp3KZtKywuj0007B6aecDJNzshZz/DUw7plxod9VK6AV0AqseQU0MF7zmuo9agW0AlqBH0GBwsBit933EPDiLpFuTt0kTMthxxFbYXKPAuN+7jHJ5QQKEail8rDVzjmIJ+J47733cNnlV3QCGPeMhgZyArtSyQR22WUXjB8/Ph+l4RcnZzgcQjZbnMOYN6l/fuUvuOnmW6XgndcbQCqVkZtY5iaasJFJJ3Huuefg3HNPReXyGgwerPJxPR4IjFfqtOcSbg6naP+EzT9nZRdyf3YWN4lF5LCSPi0c8cyg5q8ZD9EQT0jcQjikwHFdXRyRcEiypz/77D+YO3ceXnv9Dfh8AZTESrFiRbVA1kg0Aq/Ph2WVyxCLxcR5T/g7cOBAZNJpAcZ8jJETdDCHQkEpdnfsscdi443XQ31dQh7z+015T6/pQTQaRM52xL3cncD4j9MfwPTpD4h7mrZmFr3je7Kd4aBfgDFjMwiKCdcFJNP1nM8x1sD4R/gY1W+hFeiTCnQ/MFbFZR04pgmP14Mddv45fP4gsllbYnZ4vWIkBa/zJxx/LC449xyV627bKt84X2C0KcNYO4z75EjTjdYKaAW0AhoY6zGgFdAKaAX6pALFAmO7h4FxexCvT3ZGFxrtCDgiICIYYvE0Lk0nLGKBtJdffhnjJ9zRBOQkesKFcU3OwJ6BxQrB5hDwmaivq8FOO+2E6dPvl3xhgq9UKoVIJNLxsvqVIincOAruuynd2jAkv/jY405ErKQMtuUgkUwhEAhKHEbOysoN68BBFXjggekYNGgAkolGlJWVgPnKuZwC1m2rtPKj7cWjdKRxz+nfhQG3hl/Sll5u1IdSnRMHgWBICgXSFJ7J2DK+Od4J/D/88CM88vDDePPNt+D1+WX5c7wxIWA1Go1Je6trauDzexErKUHWyggcZrY3zxXunxEohuPIz3Tl0mlMWMGCh4cffjiOPmo0Nt10QzQ2qigIgmPGVHAyIRDwFqFJ4evvvfdOxmOPzwIMgnMFX2inpgYDykslkoJOeV4HmnXxSJt0JEURXaNfqhVY6xXofmDMbHnLsgUY+wNe7PbLXyEtMVMmOLGtrvJcFWFg9KiRuPTi30oWslQxbVH4TgPjtX4w6gPUCmgF1nIFNDBeyztYH55WQCuwtipQGFh07DC2scOIrTClxx3G/RW6ObIU32DOa85BJsul+z6YDFiFgQUL/oQbbvx9UwZvbwPGdKh7TRum4eBnP/sZJk2aJNDLhd78ucOtBTBuCYtbAmMW0auubcRxx52IysoVAt6oFZf2EwyGAkFUVS7HkKGDsM02W2HChPEIhz0CiOPxFHw+r3I85W9sV23Pqvm7q3e16M8ZsC7Wb5nv4QJj9T2VSiNWEgFrNzY0xlFeHpHH33rrfTz++ON49913pWdUkceAgOJ0Ki2ZxoTKBMOMl1i2fCnCkTAaGuoxaNCgpkmJsopy/PDDD1I0juONDmSf14ulS5dgnXWGo7a6BtFoFCNHHoHjjz8eFRVliMeTCAYCCAZNZDN0oHc1R73w9XfcuNvw3Pznm4Axj4vnOLf11x2Op2fPFGDsnis8ZsktJ25xnKbHV29MrsazddG71RBLP1Ur0MsUKHKVS6FICgJjWSXE63PAi0MOH40lS5fLah8CY5nkYvSTCRxy8IG47uor4BAk27ymsSCu0ksD4142bnRztAJaAa3AaiqggfFqCqafrhXQCmgFeocChYFFR8DYQN5hPFmBPjdHk/CmIOxbEwIIMOznwE2AsSEOw7xhB45jSCbrCwtexo033aSAcd5RrG68mv+9Jrqhq/vg+Ek21iAWDWPEiBGYMGGCFBRzl9bT7Un3dIebeye50o2viyL5epqV7v/jA3jwwRn5In8KqvFGNhDwCzhmXiJvTkcecTjOOecs+TkSDoqLtRkIqlJkLTdVMJBf7uNtVOJTt7yrHoY8deWib11Vsy++jpqookZqc7VsRvQE/vFERgADO+Wdd/6OmTNn4l//+pe4xOOJJCoqBqChoQE1NbWShR0MBCUXm9egTTbZGGPGjMFt48bh66+/wuDBg+Tx5cuX4+RTT4E/FMScuXNhZbPiaK+srJTvHA+Vy5YjEPSLA5ljkqD5yCOPxBFHHIEBFVFkMwzqyXUrML7yyqvw6muvS4ax6fFKtrc/oLI/N91kIzz84H3i1Bf18s7jJjVX+ndfHCG6zVoBrUDvVaAQMGYkhW3nJMOY169TzzgTn372Ofx+FufNr4rgnyOOjX1/tTdu/v2NgJODKZPFTeuENDDuvUNAt0wroBXQCnRKAQ2MOyWTfpJWQCugFehtChQPjHfYvgcdxhoYw7ItyQYkLDI9Hrk5Y1EwwrTn5y/ALePG5QExb79IlwnjXGBcRPzqGhjKBF0eZOD1GNhuu+0wceJEhEIB1NU1wOfzSW5shxnGbEO7wFhl49KRGYmGsHhxFU488WSkUxlkslzC7yhntpMTQFhTU42BAwegcvlybLzxhhJPUVISy8NAdeOqMGYzNG6GxS2ZZ/NNbmuJ2nrcgOH0Z2BM0MmicU7ThIY7Il1t0+kMorEwPv7kCzzwwIN46623JXaCLnQC4mAoLHnUKvM6LI8vX7Yc6wwfjiOPHIkTTzwRlcuXCegtKy2VOApORPB8OWLkSFx5zcX4/IuFuPbaa/H555+jrKwMtbW14iqWYpJej8SjiGuXeZu2jY022kjyjUeNPEyccN3pMB479kK8/c7fEAiGJXIjHk8gEAxKe7baYjP88b67BRi7WcWcOHInXPgc1228Bk5XvQutgFZAK9BKgdUBxnQUX3jxJXj3vX8iGAy3AsbZbBp7/nJ33HbLzXI99clKCYJkNRmmHcZ64GkFtAJagb6tgAbGfbv/dOu1AlqBfqtA8cD4Z9tuhmn3TVZRAj4/EsmEwAuCing8LuClmI374r5bZnS6j9mWDY/JvM7+G0lB4Gl6TIFgwWAI8WRS3DvU5Kkn5+COiRPbBcY9rRrdmUE/YGXT2HzzzTFjxgyBXa6zmO5SFp/rcGsTGDfdxgp4TiTTElfwwAMP4eGHHkFtbT2GD18HlVVV8Hh9Ao2ZWUsnKcEx4eOggRUYNepIHHbYYRgyeCCi0QCsbE6KpREi0nnMbEaCeUJttlvFInjlRpeP0bls5yyBmHx+LqfctK5rmq830Z/Hb2FgTD0/+PBj/O7Sy7F8eaX0I81n1JT6Ef5T90goLGDXti388pe/xAknnIDttttSljv/8MNSAbx0EfO5gUAAiUQCBx98EC65/DLESvxojFt46qknMWfOHHz/3XfSr3SfcyzWNzSgoqJC4i34Hrz+EE5vs/VWmDxpYrcD4w8+/AhZKyfAmBEdwVBIxugvdt0Z99x1e5PDuJjrbHuv5fGWlESRTKZlMseycjKWmZHuRsd0x/vqfWoFtALdrwD/TmPBufr6RjnPGxtZ4DMk171AwFfw87cQMGYkBSdnU9msXLfO/82F+Me778uKERXHbiDHSW+PgZ123B4TJ4xHMOCDY9nIZtXKHw2Mu38c6HfQCmgFtALdrYAGxt2tsN6/VkAroBXoFgWKBcY57LLzdrj9tlsEjtGd5+Zmej3qD/1EMllUywn8WmZxuq45eczO5YFxUW/Rh1/sCOz0+rwCkOi2JODx+QLwmAZefe1NXHXNNR1EUvQsaqczMhmvxYCKMskwvuWWWwTmcXKAN6yua3T1gHGLaAi+0DBhml40Nsal4B0dm19++bVARy6J9QUDApVTqSQaGxsFSJaWliDe2CgO54022hC77LIz9tl7L2yyyUbw+xRmJzizbN7U2hKjweQMywKSyYSAYd50E3bKzS5YyM+S43Idn7wZztL9HOKESk+j+546BQpHUtAhbpgecYezWOGKFdVNE1Ls0/LyAbCylkxO0VX8618fg1GjR6Mk5kE6LdGZ+G7hInEaE+JTf0JjPv9Xv9oHt00Yh3Q2i1CI2d/Ahx99iqeeegpvvfUWampq5Nqz8cab4ONPPpEsZPYhQSmva1ddcTmOGnl4twLjs88+B59+9h8w/ILAmKCW4IUTFHvusRtuu+WGbgXGhOM85vr6esl35nnJ84XvTx3cSZCeGkH6fbUCWoGuK6Aim3JyPeQkGOFxQ4P6mY/xs62jrRAw5uoPftZmbBuhcAC/+e2lePudv8MwPJJhzGsxi84arGOw3Ta4d9JdEqdlSMFZWyZy5TN0pSxjN2Krv35ydr3H9Su1AloBrUDPKKCBcc/ort9VK6AV0AoUqUDxwHiP3XfGHRNuF6jgZhinMxlpl9/nE7hQzEYw0VYeMh/jzYLJZdfFvEGffi2d17ZkmhIk+fx+lZTrQIq1ffPNQixdtrzdoneubl1fUl+ceHzfnJ1GKBiQsUNo7C6n540rbzRXL5JiJVgsbl6fLOOPxSJoqE+Ju/i8887HksVLYcNBQyKBUCSM0lhMnscbZI4twmOZnGDKrm2hrKwUP9tuW/zqV3tjpx13wJAhQ8TZTSBJUJzLqcI9buQyY0EI7wnzvR6zySmlxnMOPr8PHsODbMbK53AXp2XffHXhonccA9Tw448/wwknngSfzy9O34EDB4JxFdl0ViYD9ttvP1x44Vhsssk6SCYVoI/GfIg3ZvH1V1/jrLPOkvFExxvHGp26v/jFz3HX3ROkDzOWWvrs95mwbOC5557DE0/MxjfffivRF+uuu6440tdddz0BKUOHDsXsJx7lrEO3AmMe8zfffAvT4xM3PM9zRlJwO3D/fXHd1Zd2KzAm0HnjjTcwefJkvPrqqxLXQVDMCcJWud19cwDqVmsF+rECKrKG10VOhm266aYYOXIkLrnkEuX8FWirrovtbYWAsZtLbzkOAkEfLr3iWrz2+l/l85IOYwHWVha5nIWtttwc06ZMFmBMu4EuetePh6Y+dK2AVmCtU0AD47WuS/UBaQW0Av1DgeKB8SabbIDpf5yGaIRFTAjOcvD5WCgMyFoENy2LWq2+qgSfvKHJR4jKz5I/axjwmowzIHDrr5vSl05Ywk46EAl4CHMI1ggsA8FQkzhyc8dcQH7P12brae2cnI2A34NEQi31J6xl++k05rEVnHBwrUdybCsDSHXAHC8e0wuv10RDQworqqpx2mmnw2YURcCHFdXV8n6pZArRSEygHDe6rKxMVtpAp1Mmm0Y2k0J5eTl+9rPtsO2222GnnXcRZz0jCwIBibRtWrbPuRLLVlDfhWt0aNJdzGX9oWAIjs2Jj57uhZ46f9ooBJjXQv1GxdqUlZdgxYo6TJl6H557br6ME44RRkxs9JONBHDsuuuu4khnbAK3RDKO0tIIEokM/v3xJxgz5jdiU6PjjdDYth1su+3WuI8ZwIaDrGXD5uSL3w+/z4PGeBJVK1bg0Ucfw/znX5BoHbpsGxoa5f1ff+MNhENBBFoVRVxdHQtff4855tf47vsfYJheKRpF0M0JIp4nhx1yEK658pJuBcZXXnkl7rrrLrmu83xglAc36tHY2NB2McfVlUE/XyugFeghBVShUXH62rYUDb3ppptkRUZFRVnRkRQuMOYnoM/vxTXX34SXXn5Frr9q9Y8J/g1AYLzJxhvikRkPqglWAdmE1XkkrR3GPTQ+9NtqBbQCWoE1o4AGxmtGR70XrYBWQCvwIytQGFjstvseckPBJdFuISoX8/DRfX+1Jy6/7HcCEAgT6Bhh9idde6kUly+rZfld3bgkXdARi7rll0e7GbfBAN0pxTj8utqq3vM6m9mAwaC4LXnTR/25XJ7uV0LQTFZlALeF5kTXHj6UTDolRedcJxOdxYx5YF8T0nbaYSwHsyowJnAk4OUyW9PwIBIJor6W8RNxjL3ot1i4+HvUNdajvLRCQHEoGEE6lRawqBzGpjhauTLW72c8Sg4s0EN9qbvH40VFxQBs+tNNsf0OIwQkr7feeggEWB1eTXRkrYy8jq/35TMZGWfBomom1ORK/91UcUI1SPPf3UkNlsTL5ZBMpVFaGsXyqmqMHj1axnh1dTVOP/U0nHzCSfB5vQKHuZt0yoJhGvD6PHIeRCIh/O3v7+Giiy4ReM/l1zl5HwObbLQhnnziYWQySXGi0/XNXGRx0QaC4kqnC+7119/AhDvuxPfffy+xDIcedjguvPBC2JaFEJdPt3t2FerVwtffo48+BosWL5E2M5qD7eNKAl4DRx5+KK6+4uJuBcYsRsligDwfqbtyFquN13Y6ufWmFdAK9E0FmNXOzzqZgLMsOc85QVpXV9cUP9PRka2Ow5gTXjePuw3zn18gwFjqB3BlmhS3s7H+euvgqSdmAQ6L4fLab8vnZ8uPhqb54fw1vH9/dvbNMadbrRXQCvRPBTQw7p/9ro9aK6AV6PMKFAYWhYBxVeVSbLbpJgJZuBEq0NnqOlZ4A1LMxv3RTacAIiGcKopGGBqNhPH8/GeLADbFtKwXvJZua7pw8xoJ4My7L3mzFQyrrFO54WqnuT19w6UyDh2Bsu5EgABaUwHZtuJIWh1K/sYxf1sJGM2uJAW11M0vXcCpREbcxuFwAOmUg/9++V88PGsm/vbuPyR2ADkDkUgMTs4Q5zphcDAQkrbR2k6ATV1Z+I4AmGOcjk9OltCZKs+Dg3XXWwc777wTtt56K8k/jkTCCAQJ+xzJSuZzOH4DPm8+kqIXjKWebEKrPmwNCPgvj9dE1mLxQC+m3T8d8+fPx9VXX40dRmwPL1TRpob6RnFuVwyskB1U11TLtShWUoJXX3sDl19xFRzHEGjM73TjDxsyCPPmPCYrItjfyVRKxhzd+czXXL58uTju+Fy+x+Sp0zBv3jzcf//92GCD9ZBKZeFjgc9uBMajRo1GZdUK2DmOGrV83OP1yrlyzFGj8LuLLuhWYMyl6oxnoZbudZfjXjmN3Qmanhw8+r21AlqBriugJs/cjde/YcOG4ZtvviroLm7+u4Ju4fyakPwfGvl/NsVhMZKC1687J92NOXPnCTDmdVUy0b10N2cxbOhgzJ83R0wAbiSFdhh3vWf1K7UCWgGtQG9SQAPj3tQbui1aAa2AVqDTChQPjCPhILKZtABjOkVdmECIVmwcBQ/DzdFzgTFvMPgYi4qVlcbw3LNziwA2nRaqVz6RN2UeU8Eu6i5xE3JjxhiEnOTmSh+0cGyujI57Fhgr1yShMeMiWm7pdLOzvF3xm0AjjyIPr9oAxgS5dtZGIBCSnGGaIlesqMXgoWWwDGDmrCfw7LPP4YcfFiMZT+VdxllxF7tAm+9AjRkl4cajENA3O+DdsapcUXS48rmZTBq77fYLHHjgAdjuZ9ti8ODBoMmYztUEiwr5A/3bYeyw31uOwtZLkP1+E/UNCYaVi1u4srJKIMPwYUOFUdjpDOyshWAkLGOgqrIS/qAfJaWlMmyS6bQsgb7xhpskB5hOXQJjRrWUl0bx7NxZ8MCW/bMd6vriSOwDwSwfW15VJRMHoXAIjfG4/D4UCiMUKBb4F77+HnjgQahvaJRICgIXvreZLyh60gnH4fxzTutWYDxt2jSMHTtWtKS7uqGBMRTuz/VNRal65QVSN0oroBXoUAFeT7i6gp9l/JzkBNkFF1yAMWPGYNiwoQVX+BRyGKs4MRMOV4c5wL1T78OsJ54UGO3zq9gpRlBw1Q6L37604AXJNOZEnJSLlVgKXfROD2OtgFZAK9DXFdDAuK/3oG6/VkAr0E8VKAwsOnYYS0IscgwvZuZrJCzL+VNplfPamM/7bFdcd7lhB+q3dCrzZ97UEIYSSJeXlWDOU7O6DkwkxzdfhbupDStbZFp6c9vDq8X4d7uObAnMuCyc2bt00hIWM+pARSeomy1x6LbSuXVb1a+63oZiTxx3mb3rIqdzsbS0VJbI8jEB4R1tAhzllrLNSAqV8RxCzsoJ3GV19pztIBT2obYujkA0AMc0sHjxYjz//ALMfOQx2CyA5pjweQMK0OVd0DnaPA2Vn02nMfft9wdEc1X00RA3bPPvVSQLn0dwXFpWgl133QWHHHIItt9+BEqiIWQzjFTJt79VT7R2bKmluM39pOJh1P8LCFToCd38+wItbOo/txlqvDbF3hgK4np8ahwkk0mUxKJYUV0jhQp9hPapNDxeD7w+n+QQMy7EzuUEtAbDYSxY8CJuvmUcPF46h1UhRQLjcMCH1195AbCzkobBflOZ14ytUP1s2TyHmGcdklgTPi8WjYBFDT2mR5ZPF+6D9iR2e7E55EfF/3CPKgJo9z1+KeOWcEU5pFVxUZ4XZ5x+Cs449YSuX/860fPU4tFHH8XTTz+Nl156SV7BiUFGveiid50QUD9FK9BrFXCvXIaAYhadvfTSS3HggQfm8/7jshKmw4/fVp+9TUZj13Cs6gd4vJxtlWv61PunY+ajjyOVyojDWD7jTQPpdFKu53/580uwrQwCXq98nirTgdOUVqTqMPADoqf/cum1naobphXQCmgFeqUCGhj3ym7RjdIKaAW0AoUUKB4YO3YOoWBAAB+LTnFJIzdVvEwVDOvwhqOV+3XVZypoqGILuPEGhEvPeSMzZPBAPDt3dpeBicFcUEeBKHUjwv/T0ZKPNTBy4tYljHJy6ngcFtvzegUmcemk5O3l4zLc424Zo8ACW26sBvXh7xhfQOjDPFI3F7pQT7X3e59H5Yq6cJWRFLzJcqDAUiuo2CIu1t2fyqbuuU0QnRS4Ua5oboRhbgG8QlXaVeeR9rU8inaKqTU97GblOvD6vahvVIXMWITu22//h/nPPY/XXnsdS5cuRyqZht8flD7jEHQd7uI2ZqarZUnxHjdrUY2BPKjPVxbkOcCsV44D9kciEccWW2whFen3329flJdFkM3mkCIsL4lK/EV9Xa3EaFgZxmgQYEKKtRGwcww2oWLHBc5t9aF7wO33sCubgqVqc/uC392JCLZBTT6oeBj3OcFgGKlkMg/PVdFFasSCggIKZCsEjVv8vlU/Nh9T2z2qrl/uq/OIXYaDxDcwrsLvweyn5uGWW8chGo0hnkjJtYN6phIN+Oi9v8GxMwKI2V4F+3OqqGY+hqHlMazcjq7D4rzWrc4+d3m4arsA4933kHHHvicsZhvZBp7jZ595Os48/aQuX//WzFnfk1ePNXMEei9agf6rQHFXsEIOY5mSN0yu4ZBr7oxHZkqskEdWe+TdxzZX5agr3jtv/VWuZyx6x8/MVTKMmz5PXGCsrz/9d+zqI9cKaAX6kgIaGPel3tJt1QpoBbQCzWhIgItAoqb7hmZ3G2FiIYcxl4MH/Kp4CWERQRILsBG2MBKhEPDLFbhfYZEq7of7daEWHYLBYACDBlZg7lOPdxmYNAHjPEglHFYZuHSSqu/pLIGhX8E+cZoKz2sCZkSyptzV0NGrvtwCfSzykhWQroAunXl0P1rZbB7ysnI4AXtxN22ER3xPwj0B2QTGTZm7Cn7LO6xyb2Ugl3dV9sxJQXeRmXfnqlgKakswT+joQrvua5uDRDKBktIScZrz54CfhexMLFq0FP/+98eYN+85fP/dD/juu++lXaWlZeJup9O9MZ6A6ffBzp9DrvOT7eXNrtsPdDjTGcv8Yo4Bjme+nufLT3+6CQ4+6ECMHjUSkSATeSGOcZ5TyTgdXv58AT5Txh+zdelpdR2wLlpsW6PCwNjroeM612LMqOJmbuwBx2rLzfSo4pPuRYP5tjwmTlRwrPO4WDyOhdm4qciO4sZ3+/3fPOHlPocw3XXpctTTUfz03Lm4486JCIbCUuyQTmSZ9HFsvP3Gq/DkXePcR8vrlTuR0X3jr61scXcyYGVgzImgHHhN4fFxbJ115mk48/STu3z9687j0vvWCmgF1n4FigbGnLCWCToJ3FHA2MnBK+5i9TdA058urcwFGhiv/aNLH6FWQCuwNimggfHa1Jv6WLQCWoF+pEDxDmOvR4U6EIgRHGUzWSRTSQQDQXi5HD8fV9GmqPkbgI48IgKg8nELLoh1iy8NrCjDM3O67jAmJafDOI97WziMFTgmQGa8QzqTQpLL3j1esKo43X6E1swOVo7qfPwDnaCuEzPvnCVcY2wBN2Y90w3MpZZ8HeEPs/yKAWouLFb5ugqsu9nRqkgg969uuVaBxgaRON25PTTk6ZzMV2h33awu8OaxBAK+ThXe6XrrHeScXNOyWwJj0/DIZAS3xsaU9N0P3y/C++//E2+++RY++uhfqK6ukf5jQbVEJg0rpwoxKt0N6QeOWX6nq9ydcKDzmP3vwmLuo76+DpFwCL/4+a4Y+5sLMGTQIMQiATTWNyAUCsrkggK4LP4IBYzzBYTYpxK92+HWMTRm+9hWdyUAXe9snzvx4U5CSEHFFk5wFdvhIBwJId7YKMceDoflnGfxODXRw2XFBSJFCjW/wLG5E17u01YGxql0BrNmz8bkKVMRCkcEYLNNoqGdxeuvvIRomIXuWNRNxYzwvHHHYbFFOwsd3qrXPg2MC2mmf68V0Ar0DgU0MO4d/aBboRXQCmgFersCGhj39h7S7dMKaAW0Am0qUCwwduDkLMn0rK6uFmDswkqCJsKozgCXjoCxFEXxEpapZ7mZxtw/l+/PL6boHYExTGXzk6XwzV9OvngaAV8gGIDXS8ckHYs5JBPMDPbDz6JXWQWWm2II8k5rBcsMZFiUK+/4JXwmmCJoc8FhsQ5jd/m8C7ncIoHUqln7ZmjYcsW/WrpfFK8u7rxygEA+6oGAceW2s/2FHOrFNkB/yogEAAAgAElEQVQBzqQAQgLcTDqL+voG6d+ysphA2nSacNRAIMCsReDjjz/BggV/wltvv42lVUvFsUoorCCjcuuqpbh8TQA1NTUyfsPhiAL6li2AluOqobFBgDHdx8H/jyr5/Q3XYeeddkB5WUyywTlZwTGvYC13q5zG3CQ3uWUWRrtitA+N6QSWooACShXo5i5ZxV7lhTefdyqKRf2OA4fvnYjXi0ObWyat4DknVVTBP3eyorheav/VhR3GLJo3/cGZuPveyaIhIz3Yt5zwSacSeOXFF1BeGpOca56T1NSNjOHxd+b6VczRaWBcjHr6tVoBrUBPKqCBcU+qr99bK6AV0Ar0HQU0MO47faVbqhXQCmgFWihQPDAm2Npj918glVLZoAJYAwSsXnC5usptbX8rZJAkYOM+XJjIn11XbSQSxkW/HSvZd13aWhS9a13AyS2yovJaxU0sQE05JpnJJ7ZcumNtK+8oNcTtSVZI0GRlM7LUn/rE40lpPwtnMfOYuhC8xWIl4mos1uLrLtt04arrBnXzWJU2bWukYji6pF7xL3KAZCKJYDDUNBHAnRJa8lhcd27xb9TeHtSxW7YlIFectt7mzG32JaEnneXsWwJbxizzO2vx0Ty7aFkV3vnbO1IQ7JNPPpH4EdV+R1z3hMSclFDub2Yg2005vw0NDZJTzJAJj8eA3+vB8qVLcM3VV+KE449VtX1YVE3GVd796vEK8GS/0c0vhdc6ta3a/5KFy+W/MrnBcZ5tik9hnwT86txlTDPPAXX8KmeaUDXgl+EssNt1TfPc57Hy+N3ztFPN69KTWgDjpuXKrSMpkskUHnt8Fh6bNQuJZFKOkwXkJLYiZ2Huk09oYNwl7fWLtAJagf6ugAbG/X0E6OPXCmgFtAKdU0AD487ppJ+lFdAKaAV6mQLFAuMc9t3nl7jyisvUcnSvicY44ygCAmZcZ21HB912tm7rV7iQ2M1JdmMf/AEfck2RC12QVnjhyiBNQUT1qCKpdBUDpjhJCQr5z8rltVheVYVvv1uIhsZG1NXWCuCMRiPYYIP1sdmmP8XwYUMFiNJBythXAj46jFkVnFtNTa24sosltm5UgMotZgatgoh0uzIqob2t+ci7CNy7IPnKL/F6vE1RGpxs4LEot65qf3c7jNnFzJVmh/P91KbcvIS7Xq9PYjMEEOeje9n/hMl8etpKIRINykiprWvERx99hLfffkeiKxYvXoJ4Y0ImGQiduS/2EffLfiJcTWcIaVMIh4NIJRMoK4misaEOJ510gkyGiIvYZCE2Gxk6Xj0qY9gtKuk1VaZtVzbpddNANj9GWLySWzKVkczmRYsWSxwH28t+IfwuKSnBgAEDMGzYcCk66THpNuakhypeyI1tk0kTyxLnbvdt+evXSudrywxj/vzJp5/i24ULm1YIqLaaMgmw7157yPmpIym6r5f0nrUCWoG1UwENjNfOftVHpRXQCmgF1rQCGhivaUX1/rQCWgGtwI+iQPHAeMvNN8Z9UyfLcn5CtUxGOSgJjJhBazHrtJ1NvIAFDK7K+emR/RBAu3nGhFEEowJzu8bLVK6v3PG0hMRuY5VTkTCNMI/bfz7/Bm+99TY++OBDfPnl16hcsQIgbBT7aR4+5wtoeU1TQN/mm22Ko0aPwgEHHACfB6irbZDHpQCeaUgOcrFbS2CssowZB5AV13c4Ei2w+y6LV2yzle5OTsaKioRQwFIVSqOL1SfO1u7bHAGxqmCgX/ojnSbAZe5wAMEAAS/dtWyjcthSX447cf8yIsUHpDIZcROHQmEpVsetsqoWi35YjGeemYf//W8hPvvsP0gkkuIqZyQFncjM1JWxaxioqV6B8vIy5OysfA0bOhgjRx6Bo48eDTrpfX5m7KroCPX+hgBZEwWAcXM1y1Vk5K9yBs8vL1LprMDuP//5Ffz97//AsmXL5XhDwZC0lTBdOeuVBtFoDGWlMey+2y449JCDsMUWmyKVYpxHvQBlXgvSaasTGcvF9K4bIcN9uOPYLZKksoCpE8+DUJgudtVnBP3uZcPI2dLGlV36ssd8ZnMxLSz0Wh1JUUgh/XutgFagtyqggXFv7RndLq2AVkAr0LsU0MC4d/WHbo1WQCugFeikAsUD45132Ab3Tb0HyWQ6D96YgWqAy+3pOi7kEKVBsaPNhcSEY9xXc3EuFQUh5K7LzJNIqemWp0Uzmpe1+/0efPnVQvz55b/g5Zf/jIXffw+vh1nEfqQyaeRIm0zGUdCV6jpila78VSDgR11tDTZYf338+tfH4PBDD0N5eUyAFQuadS6Dtn2FCDm5MQLAdRjz34y9qG9okKzdfLm7NnaijpP5vD2xsTI6HPajiQ033BAjRozAwIEVMpbY37EYi5R1LzB2M2o5zpSjmIUN6VxnIUdmVXM8qwgSFRGhlJJ4BsdGNpcWZ73K1s4hI4DbQDAQgs9LWJmDZefw2muv45k5zwg8JsAkhPV4ffI75igrAJwVSN3QUCfjMhoNY+bMhzFgQAViJVFx02ezGdFLucgN5CwJNm7bZdzUr233L3/t9Zt49a9vYu7cZ/DP9/+JeDwhESFuYUfJkbYdcUgTorNf2H5qEgr6kUoygzmIvffeG6eeeio23ngDpFIW4vE4KspLlTu5zTgU98QvZuytfPFo3pc75jnZlEgyJscvUNzmRJOsFKBLOwevCdGV546bFe3mgnMsdOTQXxPnjAbGa0JFvQ+tgFagJxTQwLgnVNfvqRXQCmgF+p4CGhj3vT7TLdYKaAW0AnmHbf5P/ibWwh9MgYwOTOy2+x5qiX7+sZYhDgZy2GHEVphy791NsJKAReW1di7moBAwLtRN8i5dZk7KvUxY19gYF5c0oR9hHgFdNgu8++57uOOOifjyq69U9qlDsGdj8ODBWFZZCYNuT8kqUJmtpscAYxbonLUtOmdpQjbFxUnn6nrrrIOJd96JddddF7ZtIRzyYemSZRg2bIgcam1tvbTDzX7uGLg7TS5cxjlQCMY5sB2sVcZc3VtuuSUPjFfGdi4sVuCxJzYDdHfayOWy2GmnnXDXXXc1ZWD7/SwoaHd6HHW9/R2AywLAlfZ0x7AkT1htLrh1ITz7w4O6uiSi0ZCY0T/88HNMmTJFxhXjGhzDI68m+CeI5XcC6HQ6KW7ljTfZEA9Mv1+c0IxOIFQmNCYA9dLJn2EcRD4ro2U/5ttOsEwdOa6DQR+SSRX7EQ77sGRZNSbeMwnzX5iPgQMH4YcffsAGG2yAurp6Kf7HCA2ey3R8t4zUcCF7KpkEi8qxXelUCslEAmedfTbOP+9sKYzH6BU1yWOiproWFRVlSCRYxI/nA1cfuJMBxYy/9vvPhcbtT5gIcu+h0Z+feFhl4CpntBursfvue0jfUXNxuHvVBAa1O+P0U3DWGafIMehNK6AV0Ar82AoUAsa8VnEy2/CyuGwas558CtPuny6fSYFgCLbFwq0qq9/KpvH+u+/A4SSqqSZo3SLK7t95zX9Vqs+MLtev+LGF0u+nFdAKaAX6uQIaGPfzAaAPXyugFeirChTvMN5xxFaY3EVg7EZSFKNescA4Hm9AeXk5GhoaxVlJsJtIZgXOPP74bNx33zSBt1ZOLcmPRqMCeAnRhgwbimyOUJPARt3KuMX5+BhBMaFxaWmJZMIOGzYU8YYGgcWnnXYajhp9GBobEiiJhZFKZVBVVYV11x0u701ozc2Fc21rREidd1rnsZdbcI3A+E8vvoQbb7xRXupCqFb5zI4Jw+lZYOwxbWSzSey6666YOnWyHDu15YSD6/osZnwUfG3BeY0OYKaRg2MQ2K7s8m0GxoxSCYfpxM0hkUigoiIqxzh79jzcfc+9WLxkGYYOHy6OXE4UEAgbJm+DbQGuBOfnn3cuRh5xGEIhOnxVQcVgwI90igX2/Cs5jPPtFWCsIHRJSRjxeEbawZtwzi0sWbIUF19yCT794j8IhkMyrulK58qAIYOHyFjnawmKU6l0PorDJ4+5rn/Cbe6P2cv8uaK8XKTYe++9pM1cYUA4zePwekz5OZlMqOKCPq9MDnD/3Tlh0REs7g3AoTMOYwIXt5AgC22yb3hunHnGqTjjtJM0MC54kusnaAW0At2hQCFg7NYDIDBmXv/Mx2fhj9MfFGDsDwRhZVUkED84WIT0H397S/KCPO5jeeOBBsbd0Xt6n1oBrYBW4MdTQAPjH09r/U5aAa2AVmANKlAcMDbXgMNYZQh3fSsWGGcyKckTtmwX+jF7GLh70lQBrixc5vX5xblLJyljHioqBgj0qq2tlSJklixpV3EZhMuExlLwL5dDKBREXW2dvAd/R5cxoRsh9Xnnno2TTjhabpoI0wgU+TyPx8CKFTUoLS0tEOnhwGZWNLN/DUNAqwLMhjiMX1jwJ4wbd5vgTEcKkrX04xBqmjAJjB3Xodr1fujKKw3Dht/HfOAktttuO0yaNEmOV2UKKy27NRKgQH524WOiw9hWQdxNJL5lli7dwirTmE5ggj8CYHbRihX1WLxkKa6/8SZ89fXXAvQj0aiMDwd0AweQSiWRTiWx+eabisu4tIRRJpZMQoQCAYG7gQDztVvn9zbHjCi3cmNjEiUlISSTOXH3fvvt/3DtNdfh0/98hkFDB2PxsqUybtZff30sWbJExmdFRYUAZI57Tl7wuwLalspOFscrM6CVu5U5y3xdY0OD3PwfsN9+uG3cOHFYM6c74Pcq57s8352+cL2xxTiMC/dSb35GIWC81157S362uq44EmEiBftMUxzGGhj35t7VbdMKrN0KrA4wzlo2HnjoYTz08EyJmuLfVXQYy5o2E/B6DLz5xmswnJx8yeeEW0iVMjYVN83/QzuM1+7BpY9OK6AVWKsU0MB4repOfTBaAa1A/1GgeGBcjMNY/uwvFhgXxZpUwa9MNqsyiVN0PPrw2mt/xTXXXCsF0FiYjE7JyspK+AN+eLwEfobA4oEDBwi8Gz58GIYMGSJghy7h6poaBf4cRyAuIXAyzdzatMQQ5LjE3ONBwOfF3RPHY9ttthKQFgz6UV9Pp7MCc4FAoGlJZttjUvUf4aqdsxFPJPIxAl7QiTj/+Rdw++3jBRY3pzW3xHUmjJwJoynS4Mcd+QYs1NUuFwcsIynuuOMOAWOMCeHWvfnFTbUOO3nQbQ1UAmMWXWQWc8uB2Axw2f90rhPUplNZcdUS9nEcmB7gnb9/gEt+dylsZlAL0HdkPMZiURljdOY6ORszZjyArbbcAqbBSYIMwqFgPsJCadW8tcylpkPZlGgVaukWgDvrzLPx9dffIByNYMnypdjgJz+RYnWc9CgpLUFdXZ0U8WMRvuHDh4v7mGOYjy9cuFBAMs8buoMDwTCWLa9ENBpBJp2SscuJEse2ceyvj8Hpp5+GivIY4o0JiU/hF7O7U8kUorGYHGt3OoybdWnvQlPUBaSTY6f9pxUCxgcffAjq6xvyMT+QjGzqzr486cTjcN45Z2iHcdG9oHegFdAKdEWBQsCYBmF+0WHMz7d7p96Hx2fNFoexwQ9Afm5KfrwhWfgvv7hA4iic/CS8u8JKO4y70jv6NVoBrYBWoPcooIFx7+kL3RKtgFZAK7AaCvQ8MC6SFxefP2og75hUAGzRoiU499zzJUs4kUwLzHKL6xGmLVu2VPJjt9xyS+y37z445OADEAoGpCAY4RwbtGTJCrywYAFefPElfPHlV8jaNgYOHCixAyofuURykJOJRmy+yU/wyEMPSp8R/NLJWVNTgwEDyqX4m7x3uxsrr9E1yoJrjHbIwh8MynHQYUxgfOONvxdg7Ca1NkVT5HNSDccoXsPVGHGt0aYNr2lL8bRtttkG48ePb3Jo81h4s0ho3m1bpx3G7ihddbQKMG5zy2cs5gvmuUUbeTzMFWb/1zc0oqy8FBPuuBdPPT0H6SydvAFZukvwSse5AqwZnHXmGTjl5BPhp+s6mxbHLickXAdWcxNaA2NqyFgMDkxOdEwYf6cUQmRBP2ZvVwwcgO9++A4lJSVYsaJKHPF0th911GgccOD+UoyQINm9cU+nU/jmm28wd+4cPPnUHDQmMthww41RX18n8SglMWZ/Z2VJcSadxiUXX4QTjj8G9XV0Q/ul/Zwc4bERRDPqpfuBcXP/tZ6gMvKcv+egcSFgfNRRR2PZsuX57jVAlx7HCDUcdeTh+N3FYzUw7rYLhN6xVkAr0JEChYCxrHbiHyMej0ySj7/zLsyZO0+AMSe1PaYXOZvFZk0pkvrsM3MQ8JmSY8zcfu0w1uNPK6AV0AqsHQpoYLx29KM+Cq2AVqDfKbAmgPHWmHzvpC4XvetpYMybGBa8KymJkr3ihuv/gOfmv4BoNCZFWsLhiDgqmfPK/Fi6hE844XicfPJJKCuNwe9x4PPSBQoBgKbpQSQWgp0DausaMf2BGZj56KMIiqOUkRQZlJWV45tvv8U6w4eioXo5zjjtZPz2t7+VfUciITQ0xMXRySX+bvG7toemI07OJheO48CUGAdbwBIjNcZPuKOFw7i5KFtz6i7HQM8MfAkkyGXFNUtgPHXqVHEXs2Caclj7utdl3Clg3D4sFtVY+K5N+ZTCnADgRAHhLgEpwT6dunycYyyezCBr5zDyyFGoWlEthYDoSubNNPuVPUbAvOUWm2PyPfcgFDCRSWcEEtK1vOrWGhhzbFdUxJBI2Hjn7b/hD3+4WWCxFKf0+tCY4O/LBfLGSmJy4z5x4p3YZJOfyE19hnnJQT/8Po+MKZWZbWLZ8uX4/L9f4tbbJiKeSEnRO8nt9qjcbkLuaDiMIYMH4a6Jd2LjjTYQBz4jVAjD+X7c3KiU7huBLWCxvGHrd+r+9+/4yAoB4+OPP0Hyz1WeN1dD8LxQKxA4WXXNVZdpYNx9g0fvWSugFehAgULA2C16lzMMeP9/VcpNt9yG+c8vkL+1yJG5ssvKcIWXB0MGD8TsWY8hFPAKMFa1IdSmHcZ6GGoFtAJagb6tgAbGfbv/dOu1AlqBfqvAGgLG99zdNWDcKpOua51QbJVsn9+LhoYkYrEQ3nrzXYwZMxZl5QNQWVklcRR0Qg4bNgyVKyrFyTtmzAU4+uijEImYsMm8rLQq0GLQwalcNKR8GQtIEeyZHsyZ+wyuvvZaDBzEYmIGGuMJDBk6DKlEI6IBE7XVlXjggQew447b592gkHzaWIyZte05WNVtFCMpuLlOHD6bQJD5gG+/8zdcfsVVqwDj/CsENLlfXVO/uFex73LZLMrLSrHFFltg3LhxEv9BGKbctf4edhgXgMXu4a9iUG1+HeEv4xsI/l2nLp29tmUhmcoglbFRXlGG3112Ff7y6uvw+QPIWJZMQNBxTlDIJbsV5WV4Yf48MK0jZzsC2bm/ljfVqjmtgbHPZ2LZshoMHVKOPfc8UG7Qly9fjng8gU033RQ1dbVSZI+TExxvdA5zXEWiIQQCdIcxziKDnKOK+/EcCPhZaM9BQzyJ/32/DKeedqZAcRa9q6urxeBBA5FMxOWLS4tPO/UUXHzRhSrX27ZlHxyv7OfuBbYdw2I5g/LZ3sWN5K6/uhAwPvbY47Bw4XcyecC+4yQWgTGvCwcesC+uu+YKDYy7Lr9+pVZAK1CEAoWAMf8msu0c+Onh8/tw7Q034aWXX4HjqDoLvKZlUmmZqFx3nWGY+fAMRMMBDYyL6BP9Uq2AVkAr0BsV0MC4N/aKbpNWQCugFSiogAbGWYuF6fyoq0/iqiuvxgcffITGxgRiJaUCyiS/uGo5wpEw9t9/P1liP2BABOk0LTIWwgHe8CTk5kcyh3MOUqm0gOJwlAXJgOqaOC674ir898svUVm1AtFYqSwrr15RiaDXQCwSxPbbb48//OEm2YckDhuMiiCwywPjdlbNExgTGvL5vDnLge5cG8FQAP9buEiVF8tnGOcRc4tRwd/arUrhFRwya/AJUuyGDlqPB9XV1dhmm60kw5lub3JSwtZVIxe61oC2XMD5QuwFIjna9g+73dG+OVvZl5X7m33EAnF2U4yEHBeX5Pr8qFxRg9ff+Ctuu30CDFM5xOkmpQZ8fUN9HSrKyvCXV/6MnJ0FjcV0X9PJu4plthUwZkQKCwgCc+f+CXfccae4fJlPzKiJL774rxSrc53Kc+bMwYABFQiHPaivTyIQ9MuNPIvvqbgUHzLZtHIne0xpK13KDz40Cw/OeAgN9fXijKcjn5XvI+GItDcaCWP2E7MQi0bErZxojEs8hjioJXKluyIh2ouiaCb9Knq6u96/8Fht7U9vuQJA5Y4zkoIOY0JiTgLRMe7Px7QcfOD+uPZq7TAurLJ+hlZAK9AdChQCxvwc4+eZC4yvuvYG/PmVV+WTXwFjn6xO4efM+uuugxkPTEdJLAyHk4n5v2vk75b8JVpFajVfs4s1DHSHJnqfWgGtgFZAK7CqAhoY61GhFdAKaAX6pAJrCBgXEUnRs7LR5WLAHzDx2Wff4MSTThaQS+jLYlx0uLLoGHNb6cSdM+dprLfuMGQzGYmhoGPSjYNoDe6MfMyDIeCYN0xVNTU46uhj4BimZNQ6UJEDHsOQYmGEaY89NhPDhw0RIJhOpuDzepvk6XhJZkts2Qy/XCexu5Pmm61m1dUNVw9lUqwBVOf3e5FIqOgOOlcVmM3Bsm2EQsx6hXK2GoxRVFnPBJ6Sj+z3ye1ndXUtKirKxLnLWJBgIIi6unqUl5cgm+GtbutNgWals9TsaXMQd6BrPgOEz8jmbHh8Psx/7nmMG3c7nBxzm0PiEufNthQ0tLLiSJ41ayZ++tMNkM1kBRhzXHokI7llGxSGd7Oq+Z2G4F8fexq++OIriUah40ugrwn4TAdOzsIpp5yC888/G42NKdB1HwgwPqUlsF/1KPkI20jH/PU3/B6vvfY6fL6AjHm2n5EbjLBIJRM499xzcN65p8G2HGQzKckzZqsl37JbgW2hsd1zsNgtP9kMjRUwVn2n+vD8C8bgo4/+JWCeUS28NslkkmHg57vuhIkTbtUO4579ENHvrhXotwoUAsZyPcsXveOl/pLLLsff//GeRE1xNRY/j31efs9i+xE/w32TJ8sko9/DYq0sQqxqOLgTe81/0+RrBPTg3y79ttP1gWsFtAJagS4ooIFxF0TTL9EKaAW0Aj2vwJoAxlth8r1djKTocQG4LB7w+jyY/sBDmP7AgwK7BMqYhDKAlc0iZ1s4+qhRuOzSSyTLNd7YgGgkJGDSdq0veQjo5gG73yV3NJNFNpfDuNtuxwsvvgTT44NJJylz+nJ02BIeGxhzwXk46YTREnWRs1j0bSX42wpO6hsmDh/mSvOmUgr95XKSjSuF8gwDK1asULEezHbOF90haONNKp9LNFdTXSNZ0ryBpTOW4DidysgdqpshvAowlj7vCBh3IspCso8dmD4vsraFV199HTfecBPSySx83oByiwtMlUNBNpPGC88/iyFDByJrESYr97nXYKX5ZgeWapeCjZyU4M36D4sW44IxY7F4yVJZAswdEhj7PAb8HhuDBw3A9OnTUVFRIcdMDakRJ0wKRaLwzTkh8uFH/8bFl1wKxzGlWGQ0ViLQmMCbcRfbj9gOd95xO8rKIrAtG16PIUCAx9m9wLjHLzIdNKDw9Xfs2Avx/j8/kGsGr0uE/Yw0YT/tvOP2uHvibRoY9+Yu1m3TCqzFCnQGGMv13eMRR/GFF1+C997/QPLx+ZnMVTf8+4fAeKcdd8C9kybBydkCjPnZ3lSfoZXDuPnzVzuM1+LBpQ9NK6AVWKsU0MB4repOfTBaAa1A/1GgMLDYbfc98q63lq5FpZCJHHYc0beBseN4kMnaOPmUk/H9DyrCgSCXBVrojmQF72DAjxkPTscWm28kgJfAuCQWEehWCBgTiDGiIhwL4/1//gtnnXuewB+vV+WRcn+RcEjcopttugkef/QBZNM2fB5TbqbcTRd9aeusdCQ2JBqN5F2zdtO/mQ/80ksvyZfrSiLnFQich8ZW1sIZp5+KXXfZRV7H3GQCYzqWg4GAFJeTvN2mt25eDssJgfbdxXwBbVUdu1v52xzBsWHghef/hAkT7kQyTje7B5FIVIArN8Y/pFNJvP3WGwgEvcg5WeRyjIXwwMNQjw6AMWHzE7OfxuQp90mmNgGyz+8XKOz3msim6jF61Ehcf/21TcUWJbM4l+sUMOakBidEQuEQTj/jXPz7488EvpeUlqG2tk5FrOSB9yMPz8DWW28K6k53M8c3iyJpYNw+8L/00sski5zxH3JtYlyJ5GE7+Nm2W2PalLs0MO4/H9j6SLUCvUqB1QXG55x/Af798aeyWoITX1Io1eQkbha7/eLnuOP228E/igiM+feXG0nVOpJCA+NeNQh0Y7QCWgGtQCcU0MC4EyLpp2gFtAJagd6ngAbGXq8H3/9QiSNHjxJ4JRESdg5m/oaF+bpbbrE5pv9xKpxc/ubGyiAokQBpwMzHRrTjMCYMI1AjME5nchh19DFYvGQZPB6fRFN4TK8sycxk0gJ+Xnn5RYSDAURCfqTTdGC2iBzQDuOVTiGV30womUgk84XlVL5vbV0jpkyZirlz50pWMN2ZhKTcvF6f3IjSOX7NNVdirz1/idLSUtGazlp+sd/5HFV0TgUFNIPNlWM/VmpWEyjuCBirPSYzaUSiEdx++52YN+9ZsLYcYxuCwZAUpmPUhuT9Gg7efus1WHYWPr8H6XRSgC5s1T73hnplhzGfcuFvr8Abf30LgWBIJi8CwaBoQYexkUthyuR7sN1228lxuxvjPOJxlV3c/uZIQT9qHwqHMfvJuRKrEY6UIJUm1Fb528xJrqlegZt+fz0OO+wQWNk0eKDhcEgylTUwbr//rrvuevzl1dckOseNt/H6fKLtZj/dGI/MmKaBce/7YNUt0gr0CwU6A4z5d1WOn7cOcMrpZ+CLL7/Or4JRq2cIiB3Hxj5774U/3HijfNYSGLeaMNcO434xnvRBagW0AmuvAhoYr719q49MK6AVWOs+egIAACAASURBVKsV0MCYDuA3/voOrr7mGsQTSQRDYYGLKlfUEYfxBeefh9NOPR6NDXEp4MXMV8JdwkSHkQDc2gHG3D9dgabPB/P/Ad2NfxiHZ597HoahlmgyM5lVwoGcQMH775uCLTffDNFIAKlkujnDT95j5axaF2Su1YO0Q2BJFxKhajweRyxWIiCNEJNw/oknZmPy5Ckw8wXkmGtMxdgnHpNAOIf9998H1117tbjFmYecSil3rYf50vlMZMmabYf9NoPatprZHjDOx1nkl+oyXuL4E07Bl19+hYAvCCvLscW4DRuc0CAUZwX5OXOekImFcDiAZCqhYG4BYMwb8pFHHoVFi5ciEo0JhGbRNAJjj+Fg458MxxOzHkNNTY0UvCPApRbhcFAKEAaDqnBj25sC9gTwtXUNaGhM4MhRRyMYDIMObzczmsXyCAX223dvXHvt1RJHkUw0CkjmMWpg3D4wHjfuNjz/wgJYNmNVVAEp1yG+wXrr4OnZMzUw7q+XP33cWoEeVqAzwFj+BmJtAQc4+tjj8P0Pi2XCnFFR/HxiBAXnxQ8+6EBcdfnlAox9EselisVy0w7jHu5o/fZaAa2AVqBIBTQwLlJA/XKtgFZAK9AzCmhgbNsGpt0/Hc8+9yyWLF0m2at0pFo2l/ybiMcbMeuxx7DVlj+ViIJwyI9MmlESljhbswR2HQBjZusSiCUzGdnvG2+9jauvuU4cNvw3YVtSnKQmwqEAzj/3bIwaeQRCeQdzU9EXDYzbOEUU1KcTmJAzFKIrNylO8WAogC+++BbHH3dCvlCYKYXD3GxgKcRj5DB4cBleeGGeFG7zeX3iHG9sTEjfcrLAzZEWP/DK/LfdgneFzuZmYOz1e/G/7xbhxBNPkiiMgI/vCwG3BOHqhjmHAw/YD9deexUsK4NIlE5h5T42aOLtwGFcXV2DkUeOEuDI46drnZEG4v7NWdhvn91xy803ibtaxVB4kWwxUdHxkThIpZIoKSlBIpkRF+xRRx2DRYvVeUQ3M8cvM4xj0TAGVJRi9uxZCIe8SCaScn7pSIrWQGRlh/jdd9+Dp+fMldgcFxgT+HN1w+CBFVgwf44GxoVON/17rYBWoFsU6Aww5t9ArOFAYHzoESOxvHIF/P4gbNYRMLiiJgufz4PRo47ERWPHCjD2qsqyGhh3S6/pnWoFtAJagR9fAQ2Mf3zN9TtqBbQCWoE1oIAGxswwvuzyK/DBhx+iprYOoXBEAGPOySlY6Dh48U8LUF4WhpW1EWAcQColbmA6PAsBYwIgPi/OvGIYWFpZhaOPObap6J0BUzL8eHPEXNcjjzgMF104Fl6TRc2Y8erCRe0wXnXAO+LAZZSCZA0bpsQjODkD/iCdujaOPHK09CshqD8QFEBPlyaLh7EAe9ZqxPjxt+Lnv/iFuIqDwQDSybTAWBbdYTTFyqQ4fy+bd3zTZd7WqdjGg24QtZphkPHQmEhg2v1/xNNPzwEcE6bB8eAVsMvICRaGCwS8uPLKK3DQgftL1iMjKbJZ1cZCwPiTTz7FGWeeBX8ghEw+/sEtmmZn0zj9lONw2qkno6QkKqA8HA43Fb0jNG8ZU9GW/tQoFAoLS0+lbVx66eV47fU3UVpWLsCYx9DY2IBwKChg88UXX0B5WQTpVDoP45vzKNfABa2P7aLw9ff+P07H44/PEse21+eXeBtGiiSTSZTGInjtlQUaGPexXtfN1QqsLQp0FhhnbFs+7/Y94EDUycqVMNSKH0eAcTDox3HH/hrnn3OOKtfK4g4tZmi1w3htGTH6OLQCWoH+qoAGxv215/VxawW0An1cgcLAYm0vekdny+lnXICPP/1EYgDowhSwJqw4h8GDBuGpJ2cjFPSKszgUpAOUIFG5WgtFUhBOBgJBpLJZAT718QT23e8A+HwBJFjUzDFQWhKTqAEu0z/80INx4/XXgTZTOjDdHFhd9K6tU005jOm2JJike9g0mPkLpDK2ZEOfd95YfPu/77Bs2XJ4vH6JAGGfODlHwKtlxzFs+GA888wz8rr6unrEojGV8StOXDufX9z6/RXiZ/epNqz627YoMgdVy/xjAx99/AnOP3+MOKkIim0rB7+P+dV5aG1nEY2E8Mc/3o9Nf7qhgG5SYrfoXaFIijfffAuX/O5ShCMxNDTG5fjZWuplZVK4/prLcMThByOdVvnO0g6pXp+T8V0ow5hxE/X1DaItv8ZPmIh5854Dm8n9uOCdkRSG4WDeM0+jvKxEJkcI5wlAdSRF+5EUM2Y8hEdmPooEJzFaAGMWaIyGg3jz9Zc1MO7jn8K6+VqBvqrA6gBjOoz33nc/xBMphEIRZC3m1zuwshkwM/+kE0/AOWeeKfFFhkyWN6uigXFfHSG63VoBrYBWQCmggbEeCVoBrYBWoE8qoIExHcbH/PpY/LB4sYBEulBZjM7npxM1i59ssAEef2ymAC7e2NAMHAr6BRoTquUYLSGfhOrWyc26db8TQtPVmrYsSLEqA9h9j30kkoJgmss1rUxWYJrPa4K5pE/NfgyZVEZumHTRu45OrJVhLYEs+8OAI+GIBv79709w7nkXgAkMzPBdsaIaFRUDEG+Mw/TwMR/iiXqcccYZOPPMM2WSINEYRzQalSKHvKFVBQlZTC8gED+TyYjzln3j8XmaYisIWLmxT/lF+ErHcJITA2yVYcLnI9iG5APXNzTivAvGYvGSJQJWk4kUgoEgsuIiDUjcQygUxNZbb4VJd90pcRl0HBsmga9X2uHh+OsgkmL2k0+BsQZZKyeTIfkafjJ2GXsy6c5x2HabrSTOg+13C/+5+c1uhmTbveBGgjBexSMOsmn3P4gZMx4WuCnxFx5meFuIhINIJeOYOfMhbLbpJrCtjLjDc6QIom5/3Apff1988SVce931TQ5xmfCgW89xpGjh3Kcew9Ahg/JxImqiQTnTsy0iTfqjtvqYtQJage5WoBAw5mce/64yvF6sqK7BIYcfIdFFnDBPZ9RngNfDz8g4rrzichx3zCgk4inJMHbjoHgMGhh3d0/q/WsFtAJage5VQAPj7tVX710roBXQCnSTAoWBxdruMAY8OOjgw1BbXyfwijmhjKQw8jERm222KR6ecb9AOdtisTsFdgm8ZDOZUdwxMKbzlRl+BMaWAxxy6BECDLMWXcQKGBMiEkqvv+5wPDV7FizCQD6Q37TDuK1ToA1gLNZwUwFjGGC9tX33O1wiKejoJryn47uhoREsNpfJJhCNhsVJfNRRR2Hs2N/A7zdQX8eicl5Ewn5YlgMW1zNVSXf5Eljs8aAh3iCTCwTBhLAEyVIMkePFziFnOxL3wC2RSAs0DoV8+Pzzr3Dzzbfi3598hnA4KlnZ0WhMXOzRSBRLli7G8OHDsHTpEtx++2047ND90djAbGU/vD4PEol8QboCRe8eeWQmpt43jS2GYSpAy0gKySv2mpg+7R4BuHQSS7G/POBtmqjIFx1q+wLUGhjTVTxr1mzcc+9UdR7ZjHUhMLAQ8HuRTsUxdepk7LD9zwBH5UOr3Wtg3Gw8pxamwHf22auvvoYrrrwKPn9QrhcuMKZqBMZPPfGIFER03eCcRJCoHBY1lDgVvWkFtAJage5RYHWA8eIlSzH6mF/L6pOVgXE6ncT1112LIw8/GKlkRjKM1eeDLnrXPT2n96oV0ApoBX5cBTQw/nH11u+mFdAKaAXWkAIaGBuGBz//xS8h1mEYCuJ6fbBztrhftt1mG9w/bRIsrpwn5OKNjMFllKqgV6FICgXDDDCtj8XG0lYOp5x6Or79dqGAaQJjO2uJw5j7XWfYEDw1+wmJpOByfzdDVgPj1QDGedjmAuNHH5uDe+65Fz5/IA+KvQJueUOayiQFDEuGtMeDU04+Geecc7oAfNuCFGwL+H0yFnjzStc54TLdxyyMGAwH4eHvco4UqmMhH0ZZEEwTlqZSGcTjcZTESuU96bZ67733MGXKFHzx5deIREuwcOF32HjjjVFXV4tEPI4BFQOQSMalfRtu+BM8OvNhBIMeJBPM/QUCQeYCN4ob2chbhtsDjvfdNw0zHqLjNyBFh9SkiIqcMJET4LjB+us2RZ9wzKmYCDqiC4FcBYxVlIsf6YyFl19+BX+4eZy4yPh6FxgzwiX7/1rffPNN+NU+e8mkC3V0z481dEHrY7spfP39x7vv4aKLLobp8cGycyqD21bZ5uy/mQ8xqmRjcZsTFPN6we8EyIX7r4/JpZurFdAK9CoFOguMTZ8Pn//3C5x6xpny2eDx+CSSgpPirOHAbP5xt96C/fb5JTJpC1yvwt81/f2T/yjiRFrLzwwpRqs3rYBWQCugFej1Cmhg3Ou7SDdQK6AV0Aq0DdwEOLVY8qf+GG92uK3tDmO6f7feZgRKSv+PvfOAj6O6t//Zndm+K8m90FsehJLA4+XRIXQDdggxhoTeecGF3jG9Q0Lv2EDAdIwNIUACJISQACG0BBJIqMbGXW3b7M7O/39+d0ZaF1nCsiRL+g0fo7K7U87cuaP53nPPrxac658vFBGLJ1B0iuLm/N4WW+C2W3+JkuNKbrEUqPNccRgzosApM7agbYcxISEhnRcOC6jLFUuYOOkUiUogwAuHLFQk3sAA6ZHDhwow5hlgIRhCSDk/so3qtFzzBNW/H5iW5zCmKqb9Uh0WwUtnkhg//hS8+957yGZZ2C2FistM3TDsKGMaPDATlrB0/rx5+M53NsLkyRdg6623EhAcj4dkbY5DB7HJ9bVNGXc4HElgKkTFwNgAkvKy4rlLJlg4DuJSZhG4e++9F48++pjEBtTXN2DAwCGybQJcgmsrFMbcud/gu5tuglmzvhR38Z577Ixsls7jGJqzWXkf98EpOrDZcFYQSXHDDTfioWkPI55ICXCk6zcSjRontFvCszMex8gRw8SRyoVt/tsAY0Z4SOxKJCaF2V5//S8459wLfBeZ0Zbb4rXD3OWzzzodY0bvi2jEkqgPXn/qMG47w/hfH3+C4447XiCLzHzgoIMPjFEp47abr8f/bL2VRFGwTbD9Md7EuNzNP11UAVVAFegKBb4NMP7LG2/ilNPPkL6MN82Kx/7M/A3D29htt96CrbfcQorVsuidAuOuOGO6TlVAFVAFekYBBcY9o7tuVRVQBVSBTirQvsOtvwPjzTfbDLffdqMUIyP0MkkVXQOMQ6i0AOOQVxF4F+TiKjBeXlOvBsaBG9Z8DYAxHzqZ+fvB3/+F8ePHC7QlWCNgo7vcsmNYsGAhMpmMOHpramokx7ipsQFbbbWlRFQMHjQIAwcOAI3I5G+Eu8wSJvCkw5gAj1CUMC8ej0uxPe5ZIU+4bOP119/Aq6/+Eb/97W8FxsbjCcyZPQfDR4zAwoX1qKmtQbFYEIhMAMx1NzQuxoknnoCJE09Ac7YgTuJMOoFCsSj7x+0QGFuS1dw2cLzxxpsEGMfiSQGOdDhXA+MZTz0ikQZBlEY1MJYBiRW6jI3+BOV0GAfA+NzzJrcAY8n5ZvxFxJLibGeddTr223eUXEs8ZjrsFRi3ff5mz56Dg3/6M8mgloaMkLQ3QmG3VMRVl1+IPffYTRzG/F1wzoIs6k7eIPTjqoAqoAq0qcC3Aca/fu43uOxKM/vEIzQOcRDRFJVlJv+vHrgf6629thkEZwSURlJoy1MFVAFVoM8ooMC4z5xKPRBVQBXoXwooMG4vkmLjjf8L9959u0A5Psh48oBTEYex5L62U/SuvUiKwGHMPF1GUqw5cjgee+RhVMolgY2EbQaAqsN42Wtzafdka4SCAcYsOGhJEcN4PII77roXTzzxBL788kvU0lHuWWhozGPT726B2bNnI5fLIplKSDREMp6QgnPZXDPWX3ddbLnl97HF5pthww03wMg1RqC2NiNF8+jarc6azhdKsv4P//ERPv30M7z99t/w9dez0dDQiKFDhmHx4no0NTVh5MiRmD9/AZKptLw2fMQwNDY2oFQsIh6PYf0N1sXdd9+Jmpo4mppzyKSSEleRSidlEIGAMBFPoMJCeysAxnfedTfuu+9+Abp0tNNhzGgUKdpXFWnQEh3hv0ZQTHdqR4AxIXoobEskxQsv/BaXX3G1FMELoCXXw0KRXqWMyy67GLvsvKNcQwTjCoxXPMOD7WXMj/ZHoViSQoJB0UIpbFfM45wzT8ZB4w5AqcQ89CA2hVO9LX8Qo71Ykf51x9OjVQVUgVWnQEeBsRWN4sGHpuHWO+40syVcE43EGTv8myqVSuDp6U+hJpWSInhemXUdqu7nGkmx6k6arkkVUAVUgR5QQIFxD4ium1QFVAFVoPMKKDBur+jdOmuvjWkPPQDbYqwwi5iVzfR6lw80LK7mF5YKmUcn/0vLVwKeFRW9qwbGzHVda40ReOyRB1Eqlsx0Td/hqcC4rdYeQOMlwVjwWzqJ05mUuF8p6K233ornnntOMoBDsBEOJzFnzjwMHDhQQC1dw3TwlpyiAGMTqUAoWzH51WFWeLfFkZxMJzF02GDk8jmBvvX19SbOQRxUBs5ywIDOY/6bP2+BOIOHDh0mURniEmVcieehqblRtpeIxVBTm8Ett9yEtdYagVK5JPuTSsSQbc4ikTT7xAiJiB2h3XmFwHjatIdx2+13SAE1OlQlHgXGJc2iaTf+4iopQpdIxFCUNmdAcceAo5lSbCBmWFywLHp36213Ctw0x08dXInmcJwCbr/tZmy15ffk+hEfuO+a7Xxf1hvX0H7/y0z1PffcC9lcQTK4pZCi55k4nEIOJxx7OE44/tiWgoU8rxxMIFAOBpt6ozK6z6qAKrD6K/BtgDGLrz7w0DRzryi5UgSYDmP+TcXCsC88/xt4UiA1AlfiikwOPpcgo18zjFf/NqF7qAqoAqrA8hRQYKztQhVQBVSBXqlAK7BozcetzjAOYfsddmqZ3s8/9M0f7n5+rudi6y03w2233CSQKXApBk631V8SwjEL4w76KWbNni0F7whi6EiNRFk4qoQhQwbjyccfRyJuwS2b3NdYlBmhBobJ9ErRw0zPXzIYwWTbWhEbjv+ARP122PGH5qHJYXaxJY5RwmJO219n7bXw8LSpKOYJHuleNUC69YEpUFUzjFfUvgJgTLibzxcQssKIx1iYrYS7774bU6ZMgW3HEQonJJtYdA6ZLONUMoFUMom5c+ciU5OGywJigERNsKgdnbFMNY5KxjQjLmwfsJqMYJMd67t56fqsANFoTNoWM5QJbfk9t8WHYrdSxqBBA7Fw4QJstMGGuO76a7HmmiMk15G71dSUQyIeQyRiobk5K1nLBIIspheNRKpkqI7jMDnOTz41HTfeeLPA3LBFx7rZN9mHqIVLLz4PO2y/jTi8CIz5Iq9jwmxC6WUcxq3V9cRxz2KNFIeJCW4lhLvuvhdT7/sVorG4QAF+ntcRgXE+1yQF/Db+r418hz6vo9b+ZPXvL1bxHvqzFmStS+WTC+BHCJFoCD/cdRSamrOw7SgcFlZ0GVdDPZtx8Lgf49STJ4rObIdsewTGyWRCgPEy0Ljq/AXbXcVH1a2r84fpgjkY/raDfnj5g0lmtoif/u6P8LXOVVixI3vZzHh1cHfuhK9olsiSfcPy3tm/M/w7p/yq+HTrOVnO3z9+4VP+XWVHo7jhxpvx+BNPyUwXzkZhH1ZhvJdbRl1tBi//7jfI5xy5T0tR4WqH8RJXdlD4rr/XcFgVZ1DXoQqoAqpA9yigwLh7dNatqAKqgCqwihWoAsbBH+Ti6DAQlNCCGcZeKCiCF7xm3swp7VtuvgluvflGiWcgaKJzM5FIyOuEFSue0r6KD+dbrk4AuBfG2edcgFdf+6NAv6bmZsQTCcl5LRbyYFTEb577NQbWZuCWSzKVnjEAjC4o5vMIWzGDiQU8VGfqmkcp6sJCepFIVKIFFi6qxxFHHAnbjsj3NZkBaGpsgm2HEU9EscsuO+HCyRcgHuO0TUJHU/ROscS3PLn+29kmGRmRyxcEzNPJ1Nycw6OPPop77p2KsJ1AY1PWzxaOm4fYiiuwlPCNecP8PigKR5AaDIiwWCEHD8R5XiEsdv02b4Ar30d4x0GBwLlr9scUemOsSThMwFwWCL3LLrtgwoQJ2GCDdZDNFsSNvOz5XxKbLFvSrNWRxXb5yst/wOWXX2kc1mCesy0Am1OC4ZVx2mk/x6GHjMOChYsweNBALFq4WOI62B6bm/OIRaPVlRZbB4v8XoLF/6hTkSDTC+H8yRfj1df+DI/5lB4zKjmw4iEeiyDX3IBXX3kZqWRc4leIRF0hxv2zdfusvcoh3qoFua70wZ6H444/AR/8/UNxiFtWRAY9amrq0NhQjzH77Y2LL7xA4o05GMFCmVIsqlySrwEwlrKNLbC4Orql98pvelsziGnAYes/9tPS/9rm+gyHwpJbzrbPvlgGRiwL5UoZIYuFAqOSDc2ikoxJYeFTas9rnNcrB/Qkp5yDLcxXDZkBIQ7C9Nf2u3I9cvWnPLilsszs4OAZdWcmPLsE3it5H7bsEF548SU895vf4J//+lgG8VLpNEaNGoVxY8fiO+uvC6fIArUxGWBrasqaHPmIhWw2L/dfXbpSgaAvqf7bp/WWwcx8ng8OWJ5x5tl444235Hrh4GQ0FpPBRCsMbLzxd3DnXXdInyX3hTJnSXDQfum/fwJYXL3drjw+XbcqoAqoAqrAqlBAgfGqUFHXoQqoAqpAtyvQHjAOYbvtCYwDgFwNjEMIw8WO2/4A11x1hQAxuh75Bz4fsPlwzq+9ARjfdMvtkq9H0J3L52HZlsAEggHPc/HYow9jzRHDEaVTuJgXB2quuUmOj8DYTzeugsY8keYBquA4yKRrJIIgkUzgjTf+hpPGT/CdlWFYYbpUy1L0hXDwqKOPwDFHH4lIhNCnLFP+DTBuwy3X7W2md20wn88jlUrJYAahrwG5IYHGs+d8gxNOmihuJ/NgGpL3sO3yfYkEc4M5aGDJz6aomIGgPGc8X6VCQWAFoQddxFwIf7keAiU+9JqCeCFZDz9bLDoCoyKErZUiampSOOGEE/DTnx6EcpmvF8XxW1/fiGQyuULBlwXGS07fZU7ymNE/RtiKSJE/grHA2U5Qvc8+u+Lsc06XAot00HNfI5ZxZfNBvyU0t2UvAmc7m7sHt1xELEmXdgkhO4qfHHgwPv3iK8QTSYHU6UwGC+bPE4dxbSaJl158QWAxpxzTEdvvgXEAcUMmKiRYAuN1KBzGxEkn4823/irAn9nQjlNGJlODxsZGbL/ND3DLzb+Uz7LdUVOCMzr0WjNAiYsDC3OrOy/opXorrydQr8i9KUC2ZnDCwGIz5MnrzXMrUiCybsBAuTjqF9cjHotLRE04EkZTtlkiVNKplKzLlcFOE6VC8NjU0CTgmc5HZoyTOvMewHPDc6HAeGXvCR48v2/kGqSPdl3JeR8xcjias0XccttteOPNt/DhRx8hbNuoq6uTMyuRPOEQjjjkpzjmqCOX+DtDoqL82J6gEOTK7qF+rh0Fqvqv6ncGfZn8PWhH5N53wokn4b33PkA4ZAswlnsOB18sYMstv4cbb7xBBr7oLC4TGPP+wFHzqqivoCZEy+BXkAGmJ0oVUAVUAVVgtVZAgfFqfXp051QBVUAVaEuB9oHxDjvutAwwDvAlHcZbf39z/PL6a303pAFjLDQmMQA+JFtd9Q9yXZ9/4WWce+65SKUzxiXKSAGZbs89r+DCyedjn732RJlAxg4biFBfj3Q6g7Ir7/SZwbIO45JbRjKRErDAYmNPPTUTF150MZJJQkwLJT8OgaCnOduEG2/8JbbfbhvZLl2C1LI66sJoWeUW1AemFTavwA0cuH+D6BQObvDhtFACnnp6JqZNm4Z//vOfiMXiqKmpgVfxUPCd4YF7OHAdiwMxFhP3bckpiIOR63eZx+i76m3LOIyjsai47vk6IRVhhsNib2ELqVQcu+26Ew479GdYb731JGKCDmjCKhbGY2E9A6TaXtoDxmyr2227swBjx+HDdxjlUkVgeKGQxXe+szYe+NVUiUNpzprieqRmTU3Nsi+lpbe/VCQF4a84Mb0Q8k4Ze+w1CrliCYmkyY0mrF+8eBESsQi+t/lmuPfu24RPBhmVHIzqr8BNHMbtAGP2Gewvnn/hxSWAMfsPtqv111kLTz35iPRDBMVBnxUAYzNg11eBMfnv0pFAvCICYGyuG16TiVhC2rRb9lBXV4NyyYMdCSGbL2L609Px8u9/Ly5XOoslusXzUC5x2nxUwPPOO+2E0fvtg2Q8LvcBQi32B7E4B3T6p0O+8/d1DxHL8t3FZlAuZFlYtGgxBg8ZhFtvuwu/enCaQGQWF2UcUBCpQ1gf5b04VMF555yFvffe22SlJ5PyVWKeJCPXOM116SIF2gHGPBf8+yiRiOInY3+GTz/9HNFIHIWCI9cWo71CYU9mVl166SUc4pFrq/L/C6Sy+F3LDImWG51/v2hju110lLpaVUAVUAVUgU4qoMC4kwLqx1UBVUAV6BkF2gfGjKQghaj4D8XVRUf426222BQ3/vJ6pNNJ5HIFOQwW76LjMIBzPXNs7W+VxxIKW/j4k89x2KGHCyRmFAVhQUmc0ixW5uGHu+yMa6+6BI0NzairTaOpsRGpBMGCJbnHyw8JMI5BAp9ymYXT+LALnHnWOXj77b+BUzVti1MuXd+5CjilAmbOnIERwweJsVPABOdr+m45c0T6wNT+mW19ByEEYyGMWzAiWhuHcEkKztnROE2bWLSoAX/58xuYMWMm3nzzTXmdhfAIjQmIBWbwOvCjJ3jePBaOi1ji5CQIDhaTYcwBh5DAEDp1CagFKrsuhg0bhm222Qb/s/VW2GnH7ZBKGmcyrx/uI2EH95mwtT3gsVxg7DcTtm+2uwnjJ+Hf//lMpmgTQNtWVAYs6usXYcCAJJ6e8YTsK3Nv6aRkw5X9F9jmtonDCNI4vb+xvgGxRAp/+vNfcNY556MkhfU4iGJc3TUZguciDj/kZzjm0QMRKwAAIABJREFU6COk2F7U5iyEgrgG+ytw6wgwJhhjsaj7H/iVOMQ5yEUXOgc2CoUCalIJvPzSi9JnRSLmfHNWhFcp9wOHsT/1vYXXBjmqrVcFr7dEPCEQMhKJIZNJyYdyuTJef/113HPv3fjs889lsCZTUytZ54wQ4jXP2QHNzU3SDx980DiccfppMvDhVZg9z9kBvE+Ywpa6rIwCHmx/5kdQZDOWiMuKvpo1Bwf85EDpEwnx7VhMCmQy/5Z9lQyEeC6aFs/HiGFDMH36dIHFwYAd+1AW8mxvwG1l9lo/U6VAO8BYnN5+LMVee++L+fMXIpFIIZ8ryqwc3l8QqmDcuLE4+eSJMuhKYMw+jLEv/LzczhQYa7NTBVQBVaBXK6DAuFefPt15VUAV6L8KtFX0rjWCYvyEiSYQwZ/6S60CaExgvPX3t8DRRx4u2Zl8uOODH//xgS2Ac6uvvgR9FhYtbsaxxx+PTz75RPIRBXQxr1gAoYvBAwfi4WkPYuAAOk9dNDU2YBBhIjOMxQG87BI834TDtjwwUcP6hibstNMuWG+99fH1rDkSgUHQaIpTuRgxchgef/wxRCMGQBBUhC15aqpCEgqMv017IrAkrKVTm5CX7TIo6hbiE2mI2a9F+T0jJTjQ8dFHH+GVV14RsP/VV7NMVIOAU7rnjXM4iKawo4yZMOvlv2AKbZBVzJ/5mUwmg4022gjbb789tttuO6yzztqIRgxqWryoXl4Pcje5fl5PHc3gXBoaVz9bF4oOnnryadx8821gWyRwJAyzwjbyhSzgOZh84XnYa6+9JM5AojkkLoPZr4xE4R6a6f1LLiYIIGJFZD9TmRROPf1s/On1N1CqVAS6sfAdgfnwYcPQUL8Id9x6K7b6/ubw6LpPxlAssBih0bI/Lh0BxgTB05+egWuuva7l/Hke403MdG075OHFF55HOpMQdzHPn4EtXlWGcd90GJt70VJBHkvMuDAuYDpTM+kMmpryco1zOvxdd92FGU/PFL0I3i1/MCmby8lgIfNz6YDkOBCzog/48Y9wztlnMcBYZhVwurzMpokQcPbP9tv5a9ZEUshsDyss54EDHgS/r/z+jzjt9DNhMVu6zFk/1Jr9eESyphnbwzicNYYPwif/+hDPPvsstthiM8kw5qAA/xbhetsbcOv8MfTzNbQDjHmN8O8fRjiN2mc/uVcQGBcLJb9IZwUeXIwf/3MceujBUtSTwFiKqfqFhRUY9/M2poevCqgCfUIBBcZ94jTqQagCqkD/U8AHxkG8ZcuDbyswpsFDfFstxfBaVeJjcuOi+Rg2dIiAIT6gMYuX0w1lGnAiLg8Kq+/CBxMLRcfFTTffjIemTRM3E119MrGZ8QIsjvT/weJFF07GvvvshkLeQSwakd/ncllE48YdWr0EeJdfCXb48JrOxDF9+nM4++xzMWDAQL4iLlJCuqJTEKA5evR+OOecM03JQRZVYlE0AmN12Kx0E5IoiDjdaZB2SYAk2dNhU8SKjnLzs9lEqeSh5DB/2BWX96xZX+Prr78WiPzxxx/L98zYZIExxykiLEXfzLRnOxKROIthQ4eKi5jF47773e9i3XXXlX8cjGCMhZhqARSLLrLNjRg8aIDs26JFizB06FApOMc2822un7acxnTBv//+P3DooYcjGo0jnkgZcF7isRMKF7HZ5ptgypS7pRAe2zo1IixmTivjM/wyetLmzSJZCoAXRqnoIplKYe78hRh74Djki2XpKwgJOLVfMipDIaRTSUx/4nEMHZxBIefAtoxLkLigvwK3jgBjwrE//+UNnH76GRIrQnDGPktiJpjB67l48FcP4Dv/tY60J0GoHmcv8HXTh/XVSIoli4yadtmamGLuYVE69l0OYDhIp+J47bW3cM011+KLL74Ul3bUjsgsAvb5dPcTXPKaIZBcXL8ItbU1AojH/uTHmHz+2XItcNAwGExxK/03UmWlO+WWD7bmTHMmDh3E/HuBsRMzZj6LW269jXxe2jwHujh4woGooJBaJp1AudjIeRQ4/fTTMXr0aHGKDxhQi3ze1FDQpYsVaAcYy3224sl99GeHHOZnFyckFomzp3jvJDC+6KLJGDVqdxSKJYmi4P24dcBSHcZdfBZ19aqAKqAKdLkCCoy7XGLdgCqgCqgCXaFAdeZu4JJqwUPywB0UrWvN6W2tgM13xmz+Yc+8V1P8SzJaHUYpmIe1YEphV+x959dJh6klQOGDDz7AxImT4PhuYMK/MgvrRJj9WsQO22+H8849R3Jdk4mIZLsShpnIiNalNbLD+DKpQ75QkvzMs846G59+9gUWLFiIESNGor6+XsAO1z9w4ABcdtml2HrrraTsEiEbwQRzdrnolMyVO9vBFGV+2hSvaz1fhAosLGiFwy3OYYmWMKZaAcbkbcYBXmnJ5A7gMqdHz/7mG9gRk2nMtlIdTcFtEjwH14WA2Eql5T3MqM6kk+K64vvYtrhwvzgAExTrW+GRL+eBvQrryoBFQ0Mjjj7meHloZ4axQJiKKciHsHlgv+qqK8X5HI0YfXg9pxgtUwWMW53G/hY8FieiXDam3H8f7rjzbsl0LfMYLZ+KA3CKBYzZbz9ccN654PhK2alIRIUUPZI55it3bnv7pzoCjAnJ/vmvj3H0MceKw9itsDgYQbwng0wExlddeQV+uOt2aG6mqzIiGb7sV+h8N/1vX3UYBwXuWu9Jcs/xY3s4cMHriNB3/sIG3HXXPXhm5rMmLgkhJJnjzaKWYRtxDm6Wy2hqbpZZI6lU0h88caQf3mvP3XDWmacLnIz7sRR0KzM7ut824E5fgIxRMRnGbKbUk+23kC/j1ddew9lnnwe66fmPN0LG33DQi+eOQN8p5lB2mrDeemvi7LPPxpZbbil9fBCJxZkdwYyPTu+qrmD5CrQDjOW+a9t4882/YtLJp6JU4mBW1Mxa8wfj3UpJajdst93WyOU5mMj7MbP2nZZ7pf79ow1QFVAFVIHerYAC4959/nTvVQFVoN8qsLQvsZXcVIcgVENQ80AuCFO+c0tFRGwLsVhEHgby+byf2Wqjudm4jlfnRdxLfi7iPvvuJ7ERBMicFmscwBHU1y9GJp3Gueeeg7323F2mI5ekAJ7lu0uNIi2gIsgZRkimWKZSEdx++32YMmUqnFJJCo5JBq7HAi+cRl7C2muvhYcfngbLJtzxC+6RVvpPSvrAtHKtKMjGDPK0+dW4h82UfRZdCrKJOT2d7jZ5yJXfM8N6yWxiglYaivl7ur8dt9SSYcz1BAMkBMfBeoM8Y/4u2L64Q8NhiWVg/jfbIF3L/F0yaXI8mVXb7pTqNh/YDcji8cTiEVx77Y349XO/weLFDYjHkgLIpYhfqIKy6+D73/8ebrrpRpkGTCdm0WHERknaeuDkNLEU1fEUPIY4PvvsSxx2xBGmkFHcFBeLxGKiIaElXfTXX3MNfvA/W6PsFCWzuZA3ec0EogqMzYjQUuEKogudr198+RUO/unPBBQTUNJhzLZBXUOVMs468wz8ZOx+aGzMSQ41HcbsVzigZZa+Doz9zGz/WKv74UjUwgsvvizF0z766J+iBaMNeP0xRzWTSKGQL0pOP2cbSGE1v2geB/LYRyQTMey91x4468zTJOojxlk0+Zy0bymc2l8b8Mp1yVWfYh9s/uZgP5XL5ZFKZuT7RYvrcdBBB6O5OY9oLCH9IAfSONgVicZM3JVXQsQqI52O4cUXXzRFCGMmIoevEz6v3jOcOi1gz6+gAxnGkWgEL774Ei686BLJlA6HbIkCY/wIwTCB8Z133o6tttpMgXHPn1HdA1VAFVAFukQBBcZdIquuVBVQBVSB7lAgwBTL2vyqoxXa2pPWcnjdsa+rfhuM0KhvaEZtbRrXXHsDfvP8i2hsbJJieEFsQVDEbM01RkiO5Xbb/jccx0z95gNvPp+Thx86pJixaArzhAX+5vMu3nrrLVx8yWWYPXu2FFLjewnV6upqEY1YmDfvG4F12267jcA9wmi6OwuFfItTW4Hxqj/3Bn6aOAlZ5FKovg6Wnm6+pAufH6gskZn67fexU+ZaYa3BjIBq8BoMYBA6u5Il3NjYjDFj9pcjJihjO3UrZTDHuVBkOwvj+OOPw+GHH9Yy9JFMRCVawkwNhl+MqNLirI9GEpg9ZwHGT5iEf//730im0wiBcRp5uXY4vZ+DImuMHIHHH3kE8VgY2aa8QE3CZ3FuKzA2jaYNYCzROB6w4047C5BnpIhlGRDGfokZxif9/P9wyKEHy8/U23VLAowlRcis3LSTlvZdPTDYm3ln0Adz4M4UFmW/TVBYdCqob2jEvfdOwdNPz0BDYxOGDRuOXKFg8vUjEZSKZUTCNgq5AgYNGowFixYincmAOcaMazG55xwYDGPPPXbD5AvONf2FVxFwLHorMP72nV5Vh8t+RwoOZjIC8bPNBaRScSxa1ISZzzyLG264CaGwjVQqjWLRgVPkrB5TuJQ56LncIkyefC7GjBkjwJjnlkVGpdX7RUo7sYP60fYUaAcYSz0Lt4L77rsf9065T2a4MMqIOeK8TjkoWfHKeOONP8vfPdFYRK4vE6tj6jv43WNLXyb36Da2297u6uuqgCqgCqgCPaOAAuOe0V23qgqoAqpAlytQ7TRe3saWLYbV5bu0SjfQ0FCPIUMGy1Rvp+Ri331H4+vZczBo8BDU1zfItgYPHoyGhgZ5uNn4OxvJ9P0NN1gL2awD2w6Jq4kL2RfzkGXav2dg3WeffY5jjjkWDY2Nkk/L9bDYHcEGp+Xnsk3YZpsfCDDmwxIflBKxKIrMx20lPr7RuLrgnZ+b0ElguUrF7HUrC4CxP618GWAsj6orgMjMTF3SGfptJVhVwLil/FdLezDQmA53TuOmk+tXDz6KCy6YjE023hRffvkVIrEoLNvC0OFD8cXnnwsInjRpEk484Sg56uZsQaAjH+xZiChwrPKaLxYLyOWLOO30c/Cvf/0HZdcAzPrFDdh4440FIA8eMkgcxpPPPx+77LwT4txeCAKU+T0XBcZ+C1gBMGZfsd9+ozFv/kIpAkaHMSMpBOKjgoPGHYiJk8aL1sygZh9CsGl+Ng7YvgqMCXUZT0Ax2P9adkQG2V5+5VXcdtsd+OabbxCPJwQec2ZByXUFJNbV1aG5sRnJWFIilQgjyaAGDByIxqYmVFg4kEUxUakCxuf5wNgUFVRg/G17u6Xfz0gKZvznBPLy/DU3Z1FXWyNv/OabRZh63/147bU/4fPPv4BtRVBbO0Duq4xzisVsTJx4Anbb/YdYe+01BUKyvcvMjWKxJUKos3upn1+BAh1wGPOavPba6/DkU0/LLIkAGDOSiH1UIhnDSy+9IINgdsQSYFyplAUYBzN2dMBcW6EqoAqoAr1bAQXGvfv86d6rAqqAKtBPFfCkKBKLnDnlsuSuvv23dzFx0ikCHvgAE08mMXfuXIwYNkziNebPm4t4LIZDDzkEEyeeKMVZcjkHTU3GlTxkSJ0Y+T7++Cv88Y+v4Z5775U82Lo6FjbLiwOKsG3QkCH4+utZGDygDldffSW2234bU+hFpt7mkEmx0ntWpu0LtpQHswAYV+cm+wXI+ukZ7NxhVzmMlwuLOwaMO7cPnfh0lcN4iQJgVfDRRFLE0NSUk4JCEyZMwnvvvi+OypJbxqLFixFLxOU6GFBXh7nz5ko8xSWXXII11hgu1wYzuxmFkMs2o7YmI63wdy+9hHunTMWnn8/CN3PnY4011hAQzHUsXLBQHJoEbjvvuCOuueYyNDdxunkCZHD5XB4R2xawxwiA/jqjvyMZxgShLMJ2zDHH4e//+EgcrUGuK2EpIym223YbXHvd1S3Ob2HEniuOPZMl31eBMQdEzDGy+Cjb5axZ3+BXDz6E5557XmZxpNIZzJs3H4MGDRJgzAGKTCYtA3c2870XNWCTjb+LTz/7VIo3MpYim8/JRUn3q0Sq2NZSDmNXfMUCjP1isJ24ivvxR02RTUY/mdk5lsROcJZCPG7ue5yhM3PmM3jxxd/i7x/8Q/LYhwwZgp122gk/2n80Nt54Q9TUMuKpIusheOZ5JjDm9+1G+vRj9VfJobcDjKXobCKGiRNPxZ9e/4vMjmDBX8J9FqPlSPhaa62BRx55AI7jCjCWopIV1hZoHU5VYLxKzpauRBVQBVSBHlNAgXGPSa8bVgVUAVWguxRYOu842G6nPJLdtfNtbMdD1DbFubL5vABf5iNedfV1mHrfAxi55prygEpoS7gw66svsd6668rUVzsclkiJzTbfDJtu+l2st976AoY//+IrfPyvT/D3v/9DXJYZ3y3F11h8ibm338z9BiNHjkQ224yjjzoSPz/xGCxa3GBeD4ewaOECDB40CKVS0d/vUCsw9oLMTN9hTDytLuOVbEfVkRTLacfBw3AL0Vw2kkL8xT11CSwBjClBUMSSIMtIwunbdO7NnTcfI0cOw+uv/xWnnHyqRKYQdiVrCNTmSYE9p2DaGyMjKl4FG2ywPvbYbXdxAdbUZOS1jz78B1599VV89dWXsCMxlCpAbd1ANDU1CgQWF2exKC6/jTbaEJdcfBE22Xh95LJFpFIxNDU2oyadRqFQlAGYsuv2nH4r2WpW1cc6CozZSi+66GK8+NuXWoAxZzGwr2DRu3XWXgvTHn5Qzj8jKUzdxorMiOjLDmO2dg5MZPNFaeNvv/033HPPvXj/vQ+QSKTEiVooOhgwYACam5uRTptBuMWLF2H48OGSo73FZlvgf/93GzzwwAMyeOGUS5JxTAjNfp6amkiK3VsjKVjUkbPiBRizNfRUB7CqWmJPrYfAONySKU9ozLbL6BWnaArOmvgJD/E4zwcHZwtwGZNTqaC2jjEWnhSGJSzm+TBFah05oFQqIZm5unShAu0AY56nWDyKn4w9GJ9//qUAYzqMeV4IjNlfbbPtD3DddVdJpAz/PiIwprOfwFgdxl147nTVqoAqoAp0owIKjLtRbN2UKqAKqALdr0AAi72l2GSoVz8wh/jAXynLA2silZJpzXPnLZTMxAsuuhjPv/Ai6uoGCkwjXEglk8g2N4tf75u5c7DeuutI3qUUO3M9yeojiIvF4uJW5sMOpzYbl5+HhsYGhC1g4MAByBVy+N8f/A+uuOwypFMJgRuc8k9HWzqZxMJFCzB44EBx0IlDMHAYKzBehc2fuLftwo9mQ0tD4urfVReAW4W71dFVdQgYWwJnORiSSDDzs4SZM57BL37xSzQ0NYHhBWuuvTbmzJ4t7XRAba1kihK80KFK+MICkFY4LA55cYzFjSO5zEJVRUfaPIFy/eLFEqNCJ3EiHsf111+HLb+/CZqbCuD0Yw51OMUCUukkigVHYFGbxu6OatCL39cRYMyid4wVoZt76tT7ESZwEZexAZbMMK7JpDHzmRlIJGxx7hnYQmFa8+n7YiQFj86O2vj4P1/goYem4ZlnnoVTLKK2ZoBEdrBPZd/MgQm3XBJQPHLkcLCYHYuzHnnkkfjR6B9JWx974FiBy1xnPJGUr3yPbVm+wzgAxh6ngfjAuGIKnSovXumrkK5iDnzQWRz0LVwZv+d5ccvM5DbnkdCf/U6mJgXWc5T7pVeBLYU5zeyc4LP8GovFZEaPLl2oQDvAmOeNfxftu+9+aGhsbomkYIFkDkQSGB847ieYNGmCidBhZhGryiow7sKTpqtWBVQBVaD7FVBg3P2a6xZVAVVAFegmBapgcTWD8Lfem6fkEhjTobZw/jyJiGhqziGdSQss+PBfn0qhunnzFuCLL75EKpkSYMypzIMHDRRoxmgJwrgKnTFSJM8SN5TjlAQ+E1Q0NjUITCNsqxtYi1yuGdl8M773vS1w3bXXYMSwoZKhGeSPMo6CDszmbLNACRNJocC4axq7j4tbHNrVhcGqt7h0jnHraybDuy33fdfsdctafWDMwQTz3C4l0sxX/1CCIlAEj4VCSdonM3Af/NVDeHDaNJS9EL6eMwfrrLMO8rmsRKtk0mnkslnU1taKw49tnoRSClMhhMZGkwfLuJZwhEUePSxetFCcybFoBLFIBHfdeSc22Xg9FAplJBM2ExKQzeaQySRRyBcFTnPfLDr8+ylw6ygwJsjklPxLL7tCMoylcBSYKe0KMI5GbDz+xGMYOXKwnGNmGDNjl0CG7+mrkRQVhPDcCy/igYcewj/+8SFSybT0xSHPDNqxbzYAsYx4NIoBA2sxd+4cbLjhBjjrzDOwxRZbiHN1/vwG7LHHHkim0nArHgriVoX08eVSqQoYnwfeM0zRO99hzA300/a7Kno39gHJpMkvZo40F5NDHPIjKpijHjLxBQDK4hhm5nRRzjH7PXPfpaO+LJ/lPZODKXyP7c8gWhX7qutYjgLtAGPqP+ebuTjwwHEoOjw/NrwKncMhyWAnMD75lIkYO/YA/77lX19hU2RVi95pq1MFVAFVoG8ooMC4b5xHPQpVQBVQBZZSYMWwWBBVL85wJOwrFfNIptNwig7saEwcYyzmVQmFsXBRPW655TZxGhMWe8yDjUbFqUYH5cIFi6QgHqdSkhoE0//54EpAR2DMh1vm8i1YNE+K40ViNvbddxROOeVkgWv5bA4DamuwuL4BA+pqUSwV4BQKqMnUyHbS6bQC4y68Ltt2GFdToOW5jA2gNay5E8C4E3EiBMWt2damAF8LMPZBllMqiUOeMEYGRNIZeViPRcOYct80/OLGm5GprRW4QsiSTiXFYcyc4dqaGsklZpFGt+QKTCaMYf4xgS+Lg9nxiOQgjxw5QoAz2/Qdt92G9ddbF4V8ToDAwAFpkUjiKGrSAozFXexxOrnkJ/TLpSPAmPnFRaeE99//AOMnTJJIChopCcnkFPtZn3fceTu23HJTFItlmaZfcTmln9P5Td/UFx3GBMY/2G576avpck/EEgKkWMyO7uKaTEYKqg0ePAjfzPka5bKDM884HUceeZi0d/bPnDFCoHXIIYdI3nG+WBSnMfWls54O+4jFDGM6jBUYr+oLlTMN6ASOxkx7ZlQBo1QIiQmNOTOBA1RBF8GfCSHF/W1HZDYQB8G4sK0HcJl/ljC+QoHxqj5jS/+J2Fq0s/qV4I7Ifv6Dv/8Dx59worj+g6J3vF553iwrhMsuvwQ77bSDAGTOyJIBmTBaBmWkn2u5xVYX/l3ihS4+UF29KqAKqAKqQGcUUGDcGfX0s6qAKqAKrLYKtBVFEexwL4+kgIdKuSRFv5iZWCq7iCUS4g4uFMsyxTtfAJ5++mk88ugjmPXVLHGc0XnZ2NCAuloWsiv4D6zmwYkPQhJR4RdF4sNvNBaBZYcRCnv4+c9PxOgx+yGRoKvKg+dy+jgfnowzlA/JhGy0XEUjURNJ0RI9UP2wFDyomWm4uqycAm2j3qUp5vKppjgOO7N0ChjzQdoUQDSwuPqf2amwbSIpCE4IW8oupEBUWDKMgW/mLsTESSfjww8/lHbNwQ5C4YrrGqAr8QeetFHjCnalzbONx+JxNOebMWjwQNTX12PUqL1x4QUXSHV7XiepFAscAfX1TVIsj4MybrkskRT5XMFEBfTjonet17WcwWUGHnh+OAjFfumzz7/AkUcdA6fkyjmwbZOz65YdiZ+46qorsfPOO4ijmD+XS444NM05lJ7JH9dYcvCjJaa7M224hz7LI9t+5x+iWKIebLMV6cc5G4RtuKG+AZmaNOoXL8R2222LU06eiM02+w6yzQUpaJdIRAW+z54zFwcddDCamrMouS5qauukfTc2NgnM7BPAeHUsQeBB3PHNzTlpntRa7omMIzCZKuZeyBxpZhMXizITR/ox6adi4lql477aVUxIyf4ucBz3UPPsH5ttTb3x+y/Tv5jezHz/+ut/xhlnni0D65zdwngkK8y4kRJiMQu/+MV1+O//3lLey/Mrs63EOV6VYRz0YS192fJBdf8QXY9SFVAFVIHep4AC4953znSPVQFVQBXooALtAbHebA8MHmkCj2jrw05geyyVTHGWzz77HDNnzsTLL78sRcL4YCvT/WNxiaAIsjIpalB0hw+xhWIBa621Jvbee2/8+Mf7Y8SIochm8/LZ2trMcoryGL3bwJOt54ykpxOwsYMnX9/WokBb7by966MLJWypt8cBiqr9WG67WNYxTadxNBpGQ0MRr7zyCqZPny7gmCBS2m6BYM1ER7B9E8LwoT+Y6s1BDzri6Q7bf//9sdVWWyGVjPrRFxV5vxk6qVqWlqs3dx+r8NTy/AVataSLICTax+IJCRrZfoed0JwnaI8hEo0jl80LWOPU7ZNO+j8cOPYnSCUjKJdcmCjQ1niSAOKYr63QuDfLT7f1ttvtBMviTA4O1oWkUB2PiVCRMUAczDj88ENxwAE/RjJJt2qzREzE4jGUnLIU4fpq1tcYd9DBxokdtgQas90H0+ENMN4Nky8435yj6qJ3bXfWq7B1rGBV7RB/ZsISoJYdxtFUWsAqv49GI5KPTcFMcUTj0g0yg6kn/3XVIg57fyDDDHgFiz94Io7TipxLOoq5cPDVlaJochoQsXieHSlwx/xuvo8zIjibhz935f53lS69ab3BgOmSzZBXCfPpTdt5/Imn8MsbbjQDlZYt7n1ep7Eoo4qKeOXl38pggfRNzKS2GVth+q6g6F2rJl3XHnuT7rqvqoAqoAr0NgUUGPe2M6b7qwqoAqqAKtAhBTit2zycGkDMB9Ivv/wSf/rTn/D2229j4cKF4q7ktFkunP7PmIq1114bI0aMwKhRozBw4EAMGjRIHJV8IA8egsT914UP5B06QH1T/1XAC6GhoQkDB9aBdRkZd/vFF1/j/fffx5tvvinwmO3buOgrMkWf7XiNNdbARhtthLXXXhPbbbcNEsm4QBpCJ8ImvpcP/ZGItZwBkf4r9/KO3GAykjN/oMjnZgE/o4Fd4icsCwf8ZCxmz52Hssup3Ab2SUFNr4Jx48Zi0sTxsAhZKi6iFt3F7GvMDIQA6LSAHb+IZq80B7zMAAAgAElEQVTGL14Yu/xwD4lY4SAdIdSAAXVoamqUgo277b4rxo//OYYNG4p0OgEO/rmVcks/nG3OIZnM4KtZs6uAcbgXAuO2B7OoC53mwTsCJy614sLIk+BFmRlTNWNi6Z9X9ZXbdiRL1UXg5/jz3itjpCHOkCj7+8n5Dxby+YL0P+xz2PcEsJ8DW6YGgC5dowAjmfwerKUJ8hsDi018joebb7kVjz72BJgcIlEUdJF7HmIRCwNq4nh6+pN+YWCzlzLDpVJpGbDpmn3XtaoCqoAqoAp0pwIKjLtTbd2WKqAKqAKqQLcpYIpGQR5G+eBN6MAHUZOVGBeHH/NhpQCVTfeMiaSwbePYovspHjcOOFaC54M6c4lp6OLPAnx0UQV6QgHPFJYqFg3kZVtk2zXAly5j4+IrlcwDvlS8L5elDfO9dP5FoyEBAUF+aACZ+L7gmuiJQ+st22wPGBOw0NVtRaM45dTT8M77HyCbK5iiUVJoM4ySU8S22/4vbr7pOjh5R6ZzB8A4mDvRV4ExHcbUgu2PxUUXLlwggHjCxPHYfvvtMHhwnWSnEiBzqnuIxbQsS/pqS5yOXp8GxsHgjYxLeow8YjQSpNAqr2MCY7rbA1Ac3L94/Ug8RGcjd1Z0IfozJGTXlnkfM9kNHBans39fFUOyPwhihW1xi/P8GjBuy/4G+ehduu+9pYPp0v1sHxiz+UyYOAl/e+c9sOHxZ8YQyd9KqGCzTTbAHbffamK8/HtMcB4Dp3uXHoKuXBVQBVQBVaBbFFBg3C0y60ZUAVVAFVAFulsBPlTzQYbu4GiUU/K9lgxXAuPAURlM2ecDOh9eg4cdfp6OGf4Lpv3yGIKpv1qUp7vPqG6vWoGIbcNxzKBINEpXqhnkYJsPBkAkw5jRBzSzeoQ4Bu9EIiHJHw2FzdT1ADAFGaKSsesPuKjqy1egPWBMdzGBcTgSwXXX/wLTZz4jOcaEpGZ6dxjFQh5rrbUGnp7+qABjZkjbAv5dcWQK/Fvqq/mFBAL03sULY5ttd0Q6XSPIcc6c2dh7770wadIkjBg5HMkk83ELUvwvFjMzRUrlUkukCuOE+jYwNvcZZsFKLEW5JNnivBcFGb8WIStTg/2ZL3xfMIjZ5deuAOMlQnBb2qL8lgMfURu5XFGAcQCCjZPYFExbuGABhg4d3BI/QcAc3FO1/+nqS7t9YMyB8f1G/xjzFywSYMz+jIVYGUHhlooYtecuuOD8c6XNVQP+4Fx39RHo+lUBVUAVUAW6RwEFxt2js25FFVAFVAFVoJsV4AMrF7qBpaCU707j7/gzH2yCrEt+H0Bh873ZWVZ+DwBckLMZ/Bx8tpsPSzenChiAJvnbpqGybQbAiJDJTP82maZBOw0e6uU6iNCp6TdyrksKspm2bgZJNJKivWbWHjAWqGtssXjwoWm4/oYbJb84mPYdAONMJoVfPzsTyVhUHMYhmdLN/snPZe+zwHgHccHT7X7KKSfjoIP2Rz5fkcJpBMW26b4FMLpuWdy1gYueGcbRaKIPO4wDl7DJK+aSyzH32pKCfxz4qXjmHsZrNhjkDByeXV80jsCx+gppHb4I8m+POeZYqR9Qdl0ZOOF5ZN9iZvkAZ555qhTbZFwOZ0WwwCdhZFBHoHqQtr1rUV//tgq0D4wZm7PnnnshX3AEGEekkG9JBuCdQg4nHHs4jjry8JaCh2yDbHd8XR3i3/Z86PtVAVVAFVh9FVBgvPqeG90zVUAVUAVUgU4osGjRItTU1IAFvoIc4+qp+8FU/OqpvHzoCSBbAJH5vuABnA+0dGyWy3QK9mDRtE7ooh/tGwoQsgRQkdEqwRR2tssAurC98wGebTaAb0HkBNswAVzrewz0ITzm5zVDdMXt5NsA49//4VVMOvU0xBMpgaRCPwX6FyX2ZuqUe7DJdzaAV/FQYfE3P/OV7+mbDuMQdtjxh/jBD/4X48efhHXXXVfaXCZD2ATkCyWBxGy3jDHg94ShLGJK92ohz4zbeJ8GxixqSZc1Z8MQnjuOydCPxVjM0kPRYRHFqO9ANoM9wf2te4BxtcO4tRijAcYhnHLKqXjn3ffMvdflOTRZ6rlcDuyOfvbTA3HCicdJhjGXbDYr3wexOX2jl15dj6J9YPzFF1/i0MMOR9FhccUwYrE4in58CB3GV1x6AXbbdZeW3OLgvsO/kYK/rVbXo9f9UgVUAVVAFei4AgqMO66VvlMVUAVUAVWgFykQOIxZcZ0PoQQOQfE6upyCWIoAoBGeBfEVPExO7+fPhDeOY+ItCNEIlPn5oDp4L5JEd7XPKGCyXaUolp9dzEOrnpIePLgH7ZuvtzrpTVsnHA6iW6od+F2egdoHzkNHgDFhmR2L4osvZ2HcT3+GUNiWfiUSjUl/Ui45SCRiOP+8c7DPXrujQiem9FWm8F1fBsaPPvoExo49EIlEGIVCBbFYGNlsUY6bfTPbbSzOOCATpxK0U0ZYMHvbsqJ9Ghj/46MPjUO3XJbs/KCApbluHeyy805IpZJyHVfnjgcFLLv2EmsFjpJNLP8zRdPMEsZJ4yfgrbf+CtuOoOIxQ91FOp1BvlBAxA7h6KMOxYknHi19EBcWpQ3OezIZ16KbXXoC2wfGL/72d7jiiiuRyxclQicajcm5Y/uKWCE8eP/d2GjD9Vsiunj/4DXKc8i/j7TGQ5eeQF25KqAKqALdpoAC426TWjekCqgCqoAq0J0K8OElcFAG8RNBgTDCYykcVJWvKHDGM5mQ/BfAYf4+yHkNnDNBVffuPB7dlirQqgBxpYkuCOIo+FqQZ1r9u2onfGs79iSygtOMg9zQwF2/9DWhqi9fgfaAMeMo6PyOp5Li0hu132iZ3t3UlEUylZZzRWCcTidx9FFH4IhDD0HFLcMjKI1FxVXbl4ExoXg+z1xe5jkzR5sDGgYOB18lU75Cp7HlAyijOvNUCSG/mjUb4w462GQ6s4igHz0UxLBELAt77rEbJl9wvsncZS6wFF9j+q/J2u2xJbCOyw4suSPct8kXXog333oLCxcuEmcuIRwXAjkC45kzpqO2JiOu3GpgTK2Ce1jXHRsRccsVYPbfIyw27mK+OmnSKXjjjbcQTyTFZUzwmEymDBiO2Tj8sHE48cRj5WfGsrDGANtBY2MTUik68c2AiS5doUD7wPiee6dg2rSHpVAngTHvFbl8Xv5mSiVi+M2zT6GuNiUDYLx3SLax60qESj5faLmvdMXe6zpVAVVAFVAFuk8BBcbdp7VuSRVQBVQBVUAVUAVUgVWggAHG9Pat3BK4AXuSmK3cnq8un2oPGHMKPl159E8SoB16xJH49LMvpOhd0SkJBCzkc3DdEsaM3heXX3IBCnkHkXBYZjX0aYcxT6IAxrYWv10vGZTrv5mvMbPD6t3AWDRojXIIlBC3bgi48sor8cyzvxZA59JS7Q9cctCHbebpp57A8GFDZcAoeC0oHNf1kQBB/yNbXgIYB5EUEyacjHfefd846V0Wn42D2dNSJK1SwjHHHILjjz+qpbhmMKgbfA2Oa3W53vvWfnjiBedgYa5gsrHpBGffxPiQsGXh1FPPwOt//gvcCgT6M2ParVQk5mv40MF4+MEpCMk9SBdVQBVQBVSBvqyAAuO+fHb12FQBVUAVUAVUAVWgDypQDWxW9vACR+DKfr5/f649YCxxFHYEJTolQ2GcN/lCvPzKH2DbUQHGkp0OOr0d/PdW38cdt94Cr+IiajGjlq/34aJ3S8DSttrRCgZDJOQ53LuBccvhVQ/ahOCFjHf3yiuvwrPPPosQ3dQ+MOZIQigcQqVMYPz46gWMpTWbPoXgkcD43Xffl/gQM3hSBYy9Eo45WoFxz/Wg5kyxDyo4RQHH4tr389UJiVm08JN//0ec/LzWOFvCsm0ZoNjye5vjjlt/qcC4506gblkVUAVUgW5TQIFxt0mtG1IFVAFVQBVQBVQBVWBVKECktLLu4mD7vjNwVexOP1xHe8DYRCtYcFxXgMvDjz2OG268GfF4EqWyKSyYTDBeoIiBA2rx5GOPIhGPCTB2BOJYomrfLHrXuTQIcbGGezEw9lqP3/cO+1dQAIxDLQ5jA4wr0g4YcyKZ5eUyZjz1GIYPG9KDDuOlIikCpzHC4qifMH6S7zCmI7oiud2lUqvD+FgBxkerw7hH+k4TScG2VPILSrJtOQ5zw2NobMpjzJgfIZvLS+46Xcfsz1LpNBobG3HEYYdg0vjjFRj3yLnTjaoCqoAq0L0KKDDuXr11a6qAKqAKqAKqgCqgCnRSgQAWryw0XnYqfCd3qN99vD1gLJAsEkWxXBZg/M77H+DY405AIpESoMZMWgLiSqWMcqmIX8+cgSGDB8Gmw9SrSCxF3wbGbbXdjsSkEKyG8dXXvTTDuAoYyzmWM+3n/4rDmMD4KomkYDazS1onbyEwDsNjJMWTj2JEDwPjJXKgvVaHMYvejZ8wCe+++x68ShUwLpdaIimOPfowHH+cAuOe6TgNMJaaDeBMCFuAMAsEp9IJ/Ps/X0lBSjsSlegXRqJw8CueSGDhwoW48ZfX44c7baPAuGdOnm5VFVAFVIFuVUCBcbfKrRtTBVQBVUAVUAVUAVVgVSiwsrA42HZHwNyq2M++uY72gHG5zEJQcYmkIACcM28+fnzAWCnuRRDDAlFEbJYVQiGfxf1T7sWm390EYY95r5G+XfSOioiAS7fhjg5k9C1gbJRYPjCGFZZICr7e4jB2S5jRw8BYygZWdyECjIOid2FM8IFxayRF4DAOw6uUYYDxMeow7pHu0QBjybq2jGudJ5MF7FLpJF56+Y8477zzYTFSp1yRWBG2vVK5jFwuh2dmTMf664xQYNwj5043qgqoAqpA9yqgwLh79datqQKqgCqgCqgCqoAqoAr0cgU6AoxZ9K7seVJEqqE5h4N/egi++WaeAGPmh5acIqJRGyWngDNPOxUH/Hh/MIiCwJg5xgISl3Iam1+ElmB1vU9KA6yWv3QEGvd9YHxF4DC2jMOTC6EdXcZ0GM948pEedRi3CYx9hzQjKegwNsDYlQKQrZEUBMaHKzDusQvXAwOL6TC2IracHzqISyUX0VgMd9x5D+67/wEfElckR9uybDRns6itrcVzz85EOmEpMO6x86cbVgVUAVWg+xRQYNx9WuuWVAFVQBVQBVQBVUAVUAX6gALtAePqDON4IorGrINTTzsDf/3r3wTAcBq4UywgFovALTvYbZedccnFFyEm08MJc1iBqj8CY0GjfgtpywXfT4DxrxlJEQBjCTFuiaRY/YHxRAOM4flF7wiM/UgKl8D4CBx/3LHqMO6RvtAAYy4ExsxTZ3wOZz/QJX7W2efi97//gziMWfSO0J+zJfKFAjbbbDPcN+U2hOhOhlmHLqqAKqAKqAJ9VwEFxn333OqRqQKqgCqgCqgCqoAqoAp0gQLVJb+CQAFBnX6wKx3ELBbllMuSC9qcdSSX9sXfviQALWzbKJfLiMWiKBUL2GC9dfHgr+5HImYjnwuK3plp/9WJ1Qah9vY4kbYiKYITtWJgvDoUvTPneTmlJ4MX2mlzfFtwlGZVpliclLMMhXDFlVf7GcY2KsybFYcxofGqchi3F2mzojbG/VlenIiJpZCidxOWBMam6J0BxnBd32G8ssB4efu+1P4u9/BMaIactyAkvAv6htV/lZ7EgrA9cbZDPl9ALJ6A54XglFwce+xx+Oif/0I0FpcBimLRQSQalfO344474uorL4UVUmC8+p9n3UNVQBVQBTqvgALjzmuoa1AFVAFVQBVQBVQBVUAV6JcKLB+8lUsukqk4crkCLNuWHNqZM2fi6quvgWVHUa6ExD1acV3BjrYVxvO/eQ6JWAypJF1/BDIBklwWGS9RcKxX6t4OsAyyOJZ3bD44/WpWzxS9Wxb2BjvZep6W3v2Wow0ZWB4mMBYKbIYbDMoMoHEIV1zFonfPIRy2JZLCZBgbl7EUvXuqM5EU1e1puQL7v2wLGps9XvIMtha946vjA2DsVRW9CxzGlTKO61SGsQfXK8OywlKszQrbqLgsFBlGxLZQKJTAFzgY09yclYgX/isWC4hGIiK6y0iGfguNK4BXllgcD2Hpj+obmlBXl8HsOYsxesz+MjBBQByV+BwW6aR2NiZOnIADfvwjRCNhf3ijV3Y+utOqgCqgCqgCHVRAgXEHhdK3qQKqgCqgCqgCqoAqoAqoAh1RgAWlIhFCKrqFbXFWvv766zjttNNkmrfrWQiFCa8MFCZumzp1CjZcfwNEbMAkUrR4TlvKohmrqXG2roipdmQfe+97jNN2dQDGAdIPzqN8DS0JU5eE+wYYW575Smi5pMPYgGOTYfwcQoShBMY+LCY0rjDD+KlHMHzYYL9gmXEf07HOtibFzNqFoSsC9u1FgrRmULe2wWrgHV4CGNNpzwxjJ3AYCzA+tBMZxh4iUUZ1lFEoFE0xQKZ/e4BtRUSviFxzJnmBWb1gfIJndKFOHKzpz8DYtjwUCnQWp1B2PZRdSATF+x98hBP/7yTJNKZOhMoyOFBxEQp5uPqqK7DTjtv7HVR7LvXe28PonqsCqoAqoAoYBRQYa0tQBVQBVUAVUAVUAVVAFVAFVrECBC4yBR/MAI1g1qzZOPTQQ9HUnEMFNhCyDZAJAW65hLPPOhP7/2i0wOKwMDsFxss/JT0LjAkmTenB5URSEK75564FJi9l1GXBP3EY+wdn3MXGoRt8v0QkxTLA2FkFwLitxt4eLPbbpV+0sKeAccl15LqhbszftS1bDqjkuLAtU8DNLZcRj8ckJ9l1S/K9V6mg7LpG53ah+iruEFab1RHgh9HU2IhUuhaFYkniJ7K5Ep6e8QxuuvlWgfDUjRJxFkTEppu7gkcfmYZ111kDLgnzMrEkq80B6o6oAqqAKqAKrCIFFBivIiF1NaqAKqAKqAKqgCqgCqgCqoBgrFBIHHypVEpcxrGYAVcHH3wwvvhylgBjD1YLMC45Rey37z646MLzjLtYzHsKjFdnYLy8fTNu4qpoCsM0l1gk0oIOY/ltAIuXhMbMu37mWRa9W57DuKuAcUdgsd8uexgY21EzEMM88Gw2CyscMZCzVEYmk0Y4DDQ25pBMMJu3gnLZaYHHki8uRd96exb4yva1FYmUKBTysCNxlMoVxOIxFIrAJZdejhde/J0ZwODARjgE9k3xWBTpdAq/fnYmrLAZ3lBgvLL66+dUAVVAFeg9Cigw7j3nSvdUFVAFVAFVQBVQBVQBVaAXKEAoRWCcTieRzxcFviSTcZxxxln4w6uvCTB2KwZYMYuVUOa/vrMRpk6ZikQ8hHJJgXHbp3n1cBi3DYzNuWv9/7LvDFcB41aHsZ9lLEXvDDAOh1qBcWuGsSMZxp2LpGgLlnYEovZ8JEW+kIdlW0glU1IUMOy7hQu5krj5CYwZD064yYV5vJWKK/DYjrCQYOAR7wWdySrfReajuxKZQ3cxoTGtxBUPOPyI4/HhR/8U+M4lErHhFAuIxyLYdNPv4t57bkW2uYBYlHE6Gkmxyk+NrlAVUAVUgdVMAQXGq9kJ0d1RBVQBVUAVUAVUAVVAFejdChAYE1IlEjEUiyU4jiNu4wcffBC33naHAGPO6jZZxzbKJQeZdAoPT3sYI4YPhFtWYNy7gXGA04KM4tajMVjYZBhXO4zNj+bVwGG8NDA2GcadBcadhaU9D4wj0QjmLViAZDIpkRSh/5/7TNdsU2NBIikWLFiANdYYAa/i+ckTFXHURmN0IhOOdlaD3tw/edKG4omEFOWMxZPSFzU0ZjHuoJ9i4aLFsCyThZ1IxAUY21YIhxzyM0yccDxy2aIUwFNg3JvbgO67KqAKqAIdU0CBccd00nepAqqAKqAKqAKqgCqgCqgCHVbATOlmRnFIYino6Pvwww9x/An/1+IwZs4xs1UrbllcxlOnTMEmG28MW6yRGkmxfLFXL4ex8VlWOXP9ooRm35cFxvxtWIqwVQNjA4sZgMxfX3nV1b7D2Gopesd2FADj6XQYD1/JondeCPxvhVUTW2I1lncGehYYU59cIYdf/OKX+MeHH6KYL6JUKiOZSErsS21NLfbYfXeMHTsWtm3BdctSJK+QzyFTk4FTLAIhRlp0xE3d4cu9F72R1RZdyVcvlV1TfDNk4a9vv4uTxk+UgpIsesc+izEUBMZ8/y9/cR22224b6atMxrouqoAqoAqoAn1dAQXGff0M6/GpAqqAKqAKqAKqgCqgCnSrAoTFhHsEWATCBFr8PpfLYa+994EXiqDihUFgnEwm4FVcNDbU49ZbbsFWW26JVDKhwLjNM7b6AOMlYbGhaEEhuNbXloTGLQ5jomEfEAfO4uCQWfTuWYmkWBYYs4CbRFJ0Bhh7flbDcjX2owaWC439o+rBDGPuQSRq47gT/g9vvvkmEvGkAHDuUlNTE1KJJHbbbVdccvHFiMXCyOcd2H5mL/ONWeyNrtr+DIzpGGZkTiQal1gKuo0ff2KGZBinMzUySMG+ino5xTzcsoPpTz2J4cOHIuEPcHVrh6obUwVUAVVAFegRBRQY94jsulFVQBVQBVQBVUAVUAVUgb6qQDRqI5vNI5VKSIaxmd6dkGiKww4/Ev/+9EuErahkG9NYGrEtOE4RO+2wI35x/RWSYczMVVbAY+Ep/hMcSVoWguS2BmCyr2rY9nH1MDCmQ5iF00plgZSJRBSlUgW2HUa+UEYiacNxPD/hdXmRFOZEVps0q8Ezv7/ssivw6qt/xMIFizBg4ECUXVccn7YdAYHxzKcfR11tRtoUByI48GDbtrhG2dbYrlaknx0Ow7IIWAvIZOKS91suV6TN0ZXb8vkloHFrMb/g161tkEcT9j3xYYyfMBHvvvueRD+U3Qqi0RicUkn2D5Uyjjv6UBx/3DGy71yoJ/c7+Cp5zW0sUm4tFJJtvPPOO6i4nsRS8Hzw80Tho0aNwllnnSnRCeUyc3q5fm7LDOR4/TySIsQ5DrYNp+TCQxiWbWPSyWfgT6+/ATvC9lxCNMqvRZScAtZacw08Pf1JyYZmfE7EZiSFLqqAKqAKqAJ9XQEFxn39DOvxqQKqgCqgCqgCqoAqoAp0qwIEY3TwBcCYkIqAhiDuvPMn45U//AlFxxSeItAiMHbLJWy04UZ46MH7yIkFJHPqN78aeOyZTNawgZAKjGdj3EEHC0EPMTPaNdPsCR65RCwLe+6xGyZfcL4JhiCQZBIDdeQbOjGtnttxHJ63iLgxCXNnzJyJ+QsWyIpj8bjsQ1DQrrXxcaPVUSPmlVa8a7J1X3vtNXzyyb9RKBSRTKZQdByBobFYHIVCDgePO0DaViwWE1hM8Mp94nv4/YqAK4cecs15aXvc8q677ooNN9xQgLfJ1Gb+NjX04ActV+1h4DD297tFw54Cxu+2AGNCTosRMAhhn332FmBMsEnAbo5NgXHQ2sIhT9pt2LKlH7LsKA4/4mj8+z+fSfE7LtFoRAax6Eb+wf/8N2668XoDkiM2XIYe66IKqAKqgCrQ5xVQYNznT7EeoCqgCqgCqoAqoAqoAqpAdytgit4ZVzFhMcEeId3jTzyFG266Dc3ZAuLxOIrFggBjxlIk4nE8M3Mmkom4OD1tSzixwC6PINR3GEuEQSeAZ3drsWq31/MOY4rP8xlLMG7ElXN01FFHYfbXc1CuVAQgLxtJEZywZYHxkkA5JO7OfD4vQI8AmYMPbEtsL83NTfAqJcRiUQGkpTKdzp5x7wJwy2UB6G0tBKqJWAJlp4RkKoGTTz4Ze+65J2KxEEolrodRKtXAuNVZHKyzZx3GIVRaHMYGGEcjEYGZzN4Nh0IYtffeOJvAOGoZh7EPjCUORB3GsEIh6ZcYzZHLF5HNF3HguIORLzgoOiXRyLI4cOAgHovg2GOPxNFHHYF8PotMKoWSU+rciMuq7RB0baqAKqAKqAJdpIAC4y4SVlerCqgCqoAqoAqoAqqAKtB/FaDTk6CYrk269XK5vAC/jz/5D4446jgEJj3CYAJjTvUm7Lvn7rux2abfFWBjHLEV321sqqlVfPuxAuOecxi75QrsaFSgMV290WgYe+y5H+bNmy+wLRKN+kDNOIaXDqDwPeLLuTgMVA7gJ9dDeEtgTIjMf7lcVlyebB8ExYGjOnCwi9PWh8fLu/oIewmN89mcDEqcd/65GDNmNJgyUC63trdWh7H42ZdYVc8DYxN78c47ywJjOvL3GeU7jCPGuW8iKcpyHAyt6O+RFHbYkjZGZzFjQ95+5z2c+H8nIRKNSSG8wKkOVGRw4u6778D3v7e5aEjnPmc6dMqi339vC3rkqoAqoAr0KgUUGPeq06U7qwqoAqqAKqAKqAKqgCqwuitQHQ1g4igsZLM5iRAoOmXsvc8YAcbNzc2IRGzEY1Hkss2wwhaOPeZoHHfs0SaKwnXhumWBg3RREtSUyiVxkCow7jlgzFxeZhfX1zdJZAQdrKPHHIA5c76RPFjj0A1AsYHGZjGRFARx5l/10moZtywz0EDwGwoxL7kkHzMZv61xABKv4Xnye76X37cfScG4Dlus62xjjG4Ytc/e4iymMZmOaWZmr/7AeJIPjBmjQYdx2URShJhh7DuMlwOMJa6jQgd2P7Xoe4DFTPRQWPqieCKC2++8D3fcebfkF3NwI3C4x2IRlEtFvPjic8ikk4hGLDjFIsKhfqzf6n7z0f1TBVQBVWAVKqDAeBWKqatSBVQBVUAVUAVUAVVAFVAFCO8C9ynVINAzRctsAYpHHHUC/v2fz9HY2Cju40Q8hmxzE+KxODbfbFPcdeetAu9oJjZu05DksRIYOyUHYcLBfsq7BPSFwvhqVs8BY7owk8kYFi9uRCqVljzYQw49DJ999jlCjEUIMx6i2lnsQ2OetBAzlN2qfOAlvjVYmZC4zKgLEzXBmIWKa4rZBWC4uq6dFEX0C8WtuOCdwaTFfEFiT9guzz77LOy11x7iXI/FwigUGOHA/Q8yjFdDhzEsjJ84Ce/87fo4KM0AACAASURBVB3R3gBjP8N4hcCYbv0wUDGZy/1yEYc5ZKAql3cQjUVxwokT8O77H4DjHOxb2E/l8zkkk3EMHToIjz/2CNyyg0Q8inwuJ9nd/Ra498tGowetCqgC/VUBBcb99czrcasCqoAqoAqoAqqAKqAKdIkCBHEEWAQvXOgW5e8E5oUs3HHXFNx3/4PyGjNWCYyLhbyAmEw6hSefeBypFB19zMqtiMuYwJhRAmW3LJXwFBj3HDCmw5gZwsViyS9c6OLQww7Hp5993gKL4QUu8CpYLMUK2QZMAbbqJYh54O/YTAid6RZmmwkGCwLXseuaLN7q4nbVoHjFRe+Ail9okeu76KKLsPfeP0SxWEE8EUY+z2NSYNwlHcPqsFLG2khcTkQK3GVzBYz+0f5wSi5K5UpLq2S/lEzFse8+dGufLpE5Eo1N57s/ILI6HI7ugyqgCqgCqkDXKaDAuOu01TWrAqqAKqAKqAKqgCqgCvRTBQiMObWbC7+nW89xygJl3vzrO5h08mnIZDJoampCLBqVqAEBgqEQHn3kYQwaNBA1mYQ4S1l8irEUzDoWyEy3qe8o7X/y9rzDmC5xxykhHo+gXPbEDXzggePw1axZiEZjxr3qBVCf2dNVdnBxGFfacBibdGPGKzDqgsC4WOS5t+SfxE2QN/uw2EQwhKTdsE1wYbNoDxhHLMZcOFJY78orr8R+o3dHNstt8rhMZvaSDmP/Z7+x9XiGcYvD+F059hU7jB0/w5iQ3jiMvYpxgC+7tJYqNK8tCfVb39+77f0lxxEdEok4vpo1F3vsPQq1dQMlSoXuedO+II5iwuJRo/aU6Q4FFr3LZLToXf/rdPWIVQFVoJ8qoMC4n554PWxVQBVQBVQBVUAVUAVUge5XgBmhdPPtuuvu4u6rra1DfUOjQC8CZkZXnH76adj/R6MRi9ogI/akMF4I2WwTYrG4FKrqt1PqV4NICgI1OsYZOyJF7iI29t13NBYsXCgAU2IPWpal4WIQ8RDAyNZ8Y5ZkI8iMxeOYP38hBg0egqamZsTiCWkfbBtsCyUnj7raDHK5nHEgRxgRAIHKHJxoDxhHbRvZbDNqampw0kknYcyYMQIICcCz2QIiUeOMb12WdkObn1s5uGmPbNs8Bhake/fd96SdEmQTojtBMb5KGccdfSiOP+4YAeBcTDazceEb/doGstxGhcB4wsl45x1GUlQk39tEt5gM47333gtnnHE6MukoFi1chExNWgoFuhUzYFNywwiHI3JN0TVL6O84RdhWWAZvGLuQTielUCXjPhgJYhzcHuLxhAwW9N5IBg5YmLbCMYb7H3gQt99+F6KxhPRHzFlnu+aAQm1tBlPuvRv/tdHaKBaK0s4rblnOce89/u7v83WLqoAqoAr0VgUUGPfWM6f7rQqoAqqAKqAKqAKqgCrQCxUwDtmDDv4Z5syZ2wLV+LuggNnuu++GCyefI5nFhFpumYWmzPcCBMN0LvfTDNbVABg7juMDxYKcs1QqgVde+QOSyaTA2wCELr9xegj5AcRtAdcpU6binXffQ9iKoKk5K8DVpYu4XEY8FsHll0zGoIF18jOXYJtBdja/tr14YE07glYC6M033xx1dTVobGxGPB6X3xEarujz7e1/zwLjEMaMGY3TTzsFrltCOhVDLp8TIMxol5raAfjXJ19g1tdz8Pnnn6OxoR7xeAwjRgzHBuuvh5EjRmDY0EEoFhzE41Fxj9PJXSwWJG+8IOCU119vdRl7qLBYYoig3sZFF1+K55//nfRDoRDzt02/4lUqWHONEZg65W7U1qRQLhXEccz2Efr/n+u9x98Lbxm6y6qAKqAK9JACCox7SHjdrCqgCqgCqoAqoAqoAqpAf1QgJIXRLr3sCrz00isCBOOJpDgxCaNSqRTq6mox/anHZRp4NBKGU8yJrzKViiOXzcKOJBQY92DRO4JaRoxks3lxwzKrmgA2yKwOQO7KAuNrr7sezz//AvIFR9oFXa0Fuos9D7U1aTx4/70YPmyIrF6K4vlu5yC2YsVXlScuUULuXK4gsQSEos3NzRgwoBbMR+4s8O4WYCxF70wkRTQSlZgE4zAOYceddsD1110Kx/HQ3NSAQYPqpFjk1KlT8fgTT2Hh4iZxFdMxTNjOIn+eVzHu2UoFB44diy2//z3suuuukjHOCAdCdUaFcLDAAOPeu7DAIfOLOdPhyCOPxhdfzkLRKSORSEoRQbbjcqmE3XbdBddcfSGKhTLgmcEKAmMOZCgw7r3nX/dcFVAFVIGOKqDAuKNK6ftUAVVAFVAFVAFVQBVQBVSBTivAafshvPTy73H+BRcaSJzOSHYogVQiQZCXxcwZ0zFyxDBYYU8iCCI2M4xZBM8FQnT4qcN43EEHC7gKscig6wo8JUDkErEs7LnHbph8wfkSlMBiXXTWErpKoEInDKJcB6EqASVdqKWSK4XiCGD5uwAcrxwwBi6//Co88+yvUWZxu7AlMSRFx5FjSyZieOSh+03bsBitYLZSKjHLl5EOpmhe24uHQj4n7axQKLTsK4+HEJmF/FYUCUHIulo4jAUYM5LC84FxuQUY77HH7ph8wblGr2QYb7zxNk455WQBw4vrGxCNp8VNy4XvYX44gTEzwvme5qYmrLfeuthss81wysknI5lklriL2tq0nOMVn99OdxBdvgI6jMOWjc8++wKHHX6EwGLGTLAQHnOM6TRvamzA5AvOw7gD90Mh78C2GM3hmetLtOvEBdTlR6gbUAVUAVVAFVgVCigwXhUq6jpUAVVAFVAFVAFVQBVQBVSBDikQEndfQ2MzRo8eg6JTQiQah1vxYFm2AM1CIY9LLr4I+4zaQ2CnVykhEY+gsWGx5M46JUJRBcY9BYyjUVsiHGpq0gJnBeLTryp5wqYg3oqAbXvA9bLLLscLL/5Wpv6bYnbMAibU9ADPxfQnHhFgHIBd/p6FEQmWg1iTFW0/HmM7gxTUo8OWOb0crOD6jIPWZCIvf1mdgbElx3DQQQfhxBOPRyIOPPnETFx//XWIxmw5zly+AIQjcq0R7ssAgl9wkm5ignMDj20Bw3W1tZg6dQqGDh2C+vp6DB5ch5JjokB67RIKSyHAGTOew6WXXS5O42Qqg0KBxfBCEr2RyzbjqScfx7rrrImKW0I0YsEp5iVn3dRXVGDca8+/7rgqoAqoAh1UQIFxB4XSt6kCqoAqoAqoAqqAKqAKqAKdVyAkbuJEMoqfjD0En3/+hTj2CAY5JZxTvgkdd9v1hzjv3LMlkiIc4rR7C4sWzsfAQYPgOASU/RXYmAzor3owkoJOZoLVRCIm4DhwNgcZwHTvrhxwpX8XuPDCS/Hb370Ey44iXygKkLYlOsFG2Sng2ZlPYsTwoX4hNgOqGYNBmNeRxfXBKN/LdfLzdI7yOAjDnRUC0dUAGIdYWG8S3nnnXVTcaoexAcZjxvwIRx55BDLpNHbZeUfU1LBAYFbiJUIWYWkUjh8vweOOx2ISzWGK7rmyDsJ0FrvjP/78+GOPYvjw4ZKDbNu89lZo4+7Iaeix99C1zlkOF198CX730ivI5vLI1NRJgUW6jOlcHzJ4IJ54/DFUXEeiKKwwUCzkJN9agXGPnTrdsCqgCqgC3aqAAuNulVs3pgqoAqqAKqAKqAKqgCrQ3xUgMLYjMdxww42Y9vCj8j2djwTGLGpHh9/QIYMxdco9qKvNwOYMcK+MklNUh99qUPQun88LOCOgJThmLAVn6jMegvEU/4+9O4GTpK7v//+u7q4+p2dm710OxfsRNYnRRGMSiaLgRQBRWLxA5JQbxINLA0b2ADkFxQsUYojCcghqNAmJUZPoP3JIoqi/aBRxYa+Z6bu7quv/+Hyre3Z2Ydlll+2pmXn1I/PYYXe6v996fqvGPN71qc93V3sAX3zxCt1199fdeWHnirUJ8LNZN2an1dCaW/5OSxcvmLyM+j2M+5vfuUrkJ3nZz/Urke1867fXsLc8HZv27fYexi4wPm1KYJxzVb+plAXGKb3qVa/SJy79qA4+6J361S//V9mcVUxHajTq7oZLtR4Hny6ADwL35SqNXXAexpsL5vNxf+qUtanIqNVs6qtfvUV77bVYXUtMvbj1ycx7eUql05qo1PTudx+pjZvGVG+0XIjeCQK3/tZ+481veoPOP+/D7ntrhxN1rY9xXOXOpnczb9WZMQIIILAzAgTGO6PGexBAAAEEEEAAAQQQ2EkBq/CzytH/+I8f6IMfOkdD5WFtGptQNptzn2iVkOmUp9vW3KI9li2erO6zHrONet1VnlJh/IimqyWFVeKm056rLrZNCu37RqPl1s7CW/va9mt7FbqeVq66RLfeusYFxtZr1iqMLQK24LLdrOtrt3/FbXpngaaNZfOxkLP/55OPLxcQ9zfrsz7G9r5+L+YZ0ZLC87aqMN4yMD744EOUy2Z125o17iZLxreNAT3l8zm9/BWv0Ite9ELlC3nVGw397Gc/0wMPPKDf/vYRV2Vtgal91et1553yUqrX6iqXy3rRi16saz55uduAciYHxulMWo/8br0OPPBAFYol15LCKq4tWI9vPnT0wbPfrwPf/CYNlXyFQaSg01Ium5HdLLEWOnP3989O/tLnbQgggMAMFCAwnoGLxpQRQAABBBBAAAEEZq6AVfhZz+JKpabXv+FNarbaGhmdr40bxzQ0ZBtr1bVg/jy956h36fDD3upCm7FNY5o3b0T1Ws0FiXM3sJn+lhS7duZtLzBOacWKeNM7q+S088Stda81QhR2dMeamycDY5uLhb8WGFvAaaHnk29at2uzT8Smd9sJjF/+8lfoFz//ucY2bVIu66vdaenDH/6QbDM8L2V9mlsaGc2r0Yg3SvSz0q233q3PfOaz2rhxozxtGcJbe4pioeiuyzPOOFVHv2e56vWGC5bN2sxdmN9uu8+b7pedC/0bCf2bB/3NIK0COww93f31b+rilSvczQg7xWzjyPJwWePjY67txh233+bOMT+dUqvZ0HB5SGHQdudZKm0V23O1Jc50ry7jI4AAAoMTIDAenDUjIYAAAggggAACCCAQh1YdC3Uyes/Rx+gnP/2Z8oWS23SqH/RYZaT1X730koutSa3SKdsUz6odqwTG09zDeNdO4acrMF44GQw/9cB4V8K+7c9/ultSWJuNUrGojRs26EUv/D1ddfWVrsJ46dIRBYGU8aWxsXjTwnqjrYmJipYuW6Bf/vJ3OuOMM/V///drZS1Ftlpi6zUiT8ViUWNj43rWPnvr05+6yrWmaLU6rkVDv6VHv7p8ey1Bdu382f67rQe6tTGxefWD4v67PKXVjdJasXK17rzzDmWs77XdjEilFFrbCUV65jOfoc9c92kNl0vy055azZaKhZwme197Forvyjm0/WPgJxBAAAEEpl+AwHj614AZIIAAAggggAACCMwZASvn89RoNd2mXFde/Sldf/2Nrs2E9WDtdAJXZbzusUe191576K6v3eHaEIyOlBR1u67HsWuWO2cDm7leYdx2FcbLFu9sYOwpclnfzgZ+SQmMt73pXa1W15577qGUJ61ccbFe8pIX2CWnjRtryuYyKhZzWr9+gxb3+kBXqk0Vi3nbS1H33vsTnXnmWdq4cZPKQ2UXvNrNnW43chXF1cq4LrrwXB2x/FB3g8fCegtmLSS2vshbB7TT8WvNqp1tTv1e2lPbpHRDqdWOtPyId+g3v/m1CqWiunZDKpNRpTqhYrGgN73pjfrA2Wc5Pz+TVmC90/2MutYaxXoYuyrqnT1/pkOEMRFAAAEEdkaAwHhn1HgPAggggAACCCCAAAI7JWCBsdRotVxg/J8/vFcnnHCyaz+QyfjuEXHbcKsyMa5SsaAbrv+8nrn3npMbT9lGa4GlPnM2sCEwvtNaUux0YCxFlp7u9PmTgMBYaZ1y2um690f3uiDXqoE3b3rnuVDT2ih87GMX6ZCD99eGDVUVijnXaqFcLrh2EhaMWquJll2H5bJa7VCNRlPDIyVdccWndOONNymdzsh3m8GFqlSqWrBggcJOW3/4By/Qtddc5QJZux7tFW9+mHOfub0e0jv1a+MpvMnmZa0xbB79amcLtl01dCD9bu0GHXbYEQq7obK5rFqdtvxe6w47Nc477xy36V27ZUFxWrajo4XHnrvX5c3xG1ZPYSH4UQQQQGCGCxAYz/AFZPoIIIAAAggggAACM0kgDow7oYW+KTVbHR1yyFs1UanL82wztXRcxadImXRKR777nTrpxKPVbHSkyAIqP+5rO2cL/AiMCYy3FRinXKDZ6bS15x7LdMstX1Gn09LwsPUrtv7CKWWzGQVhvKlkq9l2m0/aDZpCoaCwK9XrLXdNHn/8CfrpQz9TPl9QPl90gbBddNYaJpuJ9Lc3fVFLly51vYvtcy0ozuWyajZb097H2PoMW5Ddb1Vi/23fu9C4m9Idd3xTl1x6mby05+baaDVkG+FZ9bX1d/7yl2/S85+7j9vI0SqLvSiSoq5Sij8jtP+eu7+AZtL/2DBXBBBAYJcECIx3iY83I4AAAggggAACCCDwVAQi18PYQhcLZMrDQzr5lLP0gx/8l8IwUjZrlZChC7QspHnOs/bR3335ehfPtFsd12PU+o3O3byGwJjAuB8Y3+daQMQVxh1XUeuC0ZR01pmn65BDDlLWt03eQsnrup9tteIN3CqVCeVzBXe9tTodV3WcyxaUy+dc+4qVq67QbbffoSDoWgtx5XJ5VatVV3HrRS2tXrVC++67r2sRY60qbAz7MwktKfpzsRtPNj/70wLkTCZtv1J07LGn6d77fqxUxrykoBu4auNiKa9Fixboppu+pKFizrXHsZtWVmEcBoHSXq9ieU63xHkqv+v5WQQQQGBmCxAYz+z1Y/YIIIAAAggggAACM0ogrg62wLgTdF11481/f6uuuPJqWacJz9Iue0WRuqFt3pXXl264Xs99zt5q1Ftx6GP/ToWxDl9+hIOwAN0qtq1ash/Y+em0Dtj/tfrIBee7au3+Y/UWnk2v3/ZbOqxYsVJfu+tu16bEVZPbYvcrRMO2CIzTOuXUM3TvvdaSwgJj3wWj/cDYKn6/9MXrtffee8ryzk7QUq1W1eJFi9RsNVwIapXB9p52u6NsLi8/k3Pf1+pN+dm8HnjgQZ1z7nkuNLXN7grFkmsXk8tm1O3UdNSR79JJJ52kRqPhrmE7r2wu092Own419FtS9L+3Y/V9uzakeq2lAw74KzWaHRcY2w0opaR2p618Iavlyw/TSSed6K6ZqBs6qygMFXQ6yrqWOYHSvj+XfwHNqP+1YbIIIIDArggQGO+KHu9FAAEEEEAAAQQQQOApCfRbUgTy/ZzanVA//9n/07HHnSh5aRdapV0Fn2U5ofI5Xx/5yPl67X6vVr1W0bx5I2q3g6c04uz6YUvK03r44d/q8COOUGQPyttmgRZkZTJxYBxFbrOu/fd/rT56wXlxYByFlou5YG/XNn3bVc243YgLrSdf9jfxRob2rytWrHKBsW2CaG0Stg6M77j1Zi1dMp2b3rmT003L5hvfvYiPwf77lFOtgvV+RZGnIOzKz1m1aidu1RAGOva979IJxx2zxaZs/bDV/nR9crfxss/vbtHD+PGBsbWG+LfvfNu1l/Az1obCV7U20WtJ4bvzo1araWiorHQqo/FKxfUrLhVLane68v2U6o2uXv2a/ZTN5l3/4mzOKo9TirqBup269nvNvrrkkkvUbMYb5tmrVmu4IHrz/Ldc5anrvatnkTuJranw5Gvz93aOW3Btm9nZ99Yb3f7csGGDHnt0g45+74lKeb4LioOgIz/nq91uKuOnddVVV+glL/kDBdbXOJNRxtYsiiuM81kL1du9Hsa7fAR8AAIIIIBAwgUIjBO+QEwPAQQQQAABBBBAYDYJRKo3axoZHnUb39kmVLZZ1pvf9BZVqnWNj0+oWCzGlXwZ6zHq6dWveZVWXHyRNo2NabhcVhR2ra52NqHs+LFE1kc1rd88/IiWL397HLRaYOwqjK2/s9l0XSX2Afvvp49ccE4vMA6U8uIAzSVl0+ZnYfHWQeKWoeuFF16kb/3DP7rA2EJKa5dgG7NZOCl19bU7btHCRfOUy/UCPDua3qZmUzc62zbqLpw7LieeOv845HZ/a3PoB8b3369uLzC2dghtFxhnpG6g447excDYS+mUU0+PK4ytjcsWFcbSn/zJH2vVqpXK57JqtxpuwzvrzRu6iv2Sa19h1098FLFFHNjHgbdtpGdB/cmnnKofP/g/7r/NOghDdYO2UlFbz97nmbrhhhtc72PLt8Ow63ojW2Acn2N9oyda683j7viJPzUb7t1QcqF9f6zeeeWK0ePexBYY2/HZ3OzL/u7qq67VTTd+RdlcUd1u6Fz8rPVO99z33/23f5XvZ+LWN70h3Z+TZfm98XbhFNqpY+ZNCCCAAAIDFyAwHjg5AyKAAAIIIIAAAgjMXQGrcO31XQ2sV3HGtaJYuepyrVlzu/xs1lVjWuhjQU61OqHnPO9Zuulvv6SM9Ry1J8hdaDdHE5teYPzww7/T4S4w9qRUxrX3sEAytCatsgrjlPZ3gfGHXQyoyFoW2GP2/cC4H7oN+kzcHOxNjuxKnjd/rVy5Wl+78y4X8lnvXGuLYMGkVXfapm1/e9MNWrhovmuFYO0H+hWt9v1ub4nwBPstbjswlqswjgPj4GkMjK2K2QLjXg/jjLWkCHotKaQ3vvENOv+8c2XFsUEncNeRbX7X7cabwUWBnQ8WcPdXwL6Jw2ILji0gtps151/wMf3rd/5NjUbTtT0x52wmpaBV06IF83X77bdPbnpn9mHXnhro9zGeGhpvfY7113onzr0tzpV+eBuf81EvPLbA2sJtN+dUSpl0Ng60g0AnHH+SfvbQr+R5FgpbkBwolze/tv7g91+kz1x3rftZF2k/rkDa5t0fc1vV0ztxTLwFAQQQQCCRAgTGiVwWJoUAAggggAACCCAwOwUi6zzhwhsLqXLZnOq1QA/+90915JFHacHCRS4YtADKeopaYJzJpnXddZ/Sy176h67K1E9l5mpc7II+qzB+wsA4Yz1/Z35gvGrVat1919ddZXGhUOyFodaupO3aH3zl7/9WCxbGFcb99gMuJAz6oeluvJmwo4HxfffLVqIfGLtA92mrMJ4SGFsgbZveTelh/O53v0vvO/G4uNI36loBuqsutk4vziuyb7YdGLuwNCVdculVuv2OO12bGHebIZVygbHClryoq+9///vO3Cpy3eZyrrJ9aoXxk7Wk2Mk12oHA2IJtC+htLnZ/xFpS2A2JRx75nQ572xHylHVtbVIpT5G1vSlkVa9V9aEPfVDLDz/UbfRHYDw7/9eHo0IAAQSeigCB8VPR4mcRQAABBBBAAAEEENglAYuVwl7/VguMC6rX2u7x/de+7gDXgsCCKdtMK5fzlbF+qs2ajjzyXTrj9FPUbLbkW6uCXZrDDH7zZGD8SK/C2KoorcI4VKrfw1jWtzXV2/Tuw65FhethnOr2KozT09+SYuoCblVhfMEFH9EPfvBDtZptV7FqgWW/tYBtXnbbmq9oeGQoDgS7cauBfmDs+gTvztcOBsb33Xe/QkWuWtXPWg9jqzBOux7Axx397l3rYexaUpwWVxhPtqTYXGF83HHH6sh3v8tVFKdTtimiBbfWmzjjQve0tZ94ksDYCJutri67/Ep95au3KJ8vuEpdu4kThR0Vc2lVxsf04x/fq2YzDoztc/uBccw/fRXGcdprG/v5Ljh2FdPpjO666y59/G9WKpMuqNmMq9WtLYVVU1ul8Zpbv6q99tyjt3FkryXFZObdr4qmwnh3Xl58NgIIIJAkAQLjJK0Gc0EAAQQQQAABBBCY5QJxSwoLz8IwUsqzikSr9JNOPfUs/fD/+y/Xu7YfOFmYYz//7Gc/SzfddIOCTqhUtLm/6CzHevzhbREY9ze9iwPjdMY2iZtaYfxafeSCczcHxknqYfwkgfEvf/krrVu3Xikv7W4eWPWq72fdzQQLQf/g91/oqkItLLYQs1/VOjU83m3nxVaB8eY+wFv2MLbA2HroBt3Ht6Q49mkJjLfuYbw5MD766KN19HuOdNWzFhjLs430oh0OjDMZC4wjrVi5WrfdfodKpaG4N7bnKWg3VcimVJ0Y14MP3qd6PQ71LXBNSoWxOw8yNqeuwl5Y3OmE+sAHPqAf/df9UmQV0YHrnW6tKMznGXvvqVtv/Tt12vH1M9nDeLJvB4Hxbrum+GAEEEAgoQIExgldGKaFAAIIIIAAAgggMBsF4gpja0VhIaciqwRMqVYLddddd+uSSy9Tq9XS6OioC3MmKmMqlUuuFcFNN92oZUuXKAqCOV5hnNLDD/crjD2lJiuMLVCNH6ffXGF8nqsudRXGSQqMJ0/tqVuLxaGcVYRaj2rfT7kbCZ2OVUzbcdr3UjrVdZXnFvpZSwQLjO1lx96vOt5tV86UwHjqpnFTN7079dRTda8LjK0VRCg/Zy0jehXGYajj3nukjj/umF6Vfdzqwebe/7Pfk/mJjsFtSqe0TjnNKoynbnq3OTA+9NC36MwzTndmXdfj2fpG2+d7sZf1hInbGPdeW/Ywtk3srCXFueddpH++51/cmtQbDZVKJVdhbC0p0p5cSwprEWN9ke091vS3fwy7v8K4P/XNAW/cwzh+WUV0vdF0PbBtU8DfPvKolh9+hGtF0Q3jTR+zWV+tVtNVGB/2tkP1wQ+eoUa95TaMdJ/R/7DJCvjJv3iiBse77ZTjgxFAAAEEpkeAwHh63BkVAQQQQAABBBBAYE4KRAqjwFUrWi/eqBv/2Wi2NTY2rre/412aGK+oXC4rirraNLZRQ+Uh91j9qaeeone8fbmiIHTbc83JV+Qp5aX08G8e0eFHWIWxtRxIq2MbvqXTk4/TW+h1wP6v00cuOO9xFca2sdmUOGzAjFNbFUwNi3sRnaugtnA4rjq3IDIIol4Y1Au4/QAAIABJREFUbFXpVp0updKeqzy2oNVt5NbrYby5h+5uPKwt2hRMRpSKvPisPPXU03Tffff1AuN+hXHHVYBHYaBj33uUjj/u2KchMJ7aksJ6FNvGdNIrXvFyrVy5UqViWq2mBeopdaPQVWebbdySYtuBsR2RFfkfc+zJ+slPH3IBfqVa1bx589Ru1pVWoGVLFmvNmjUugLanBdJp2zQvvlnheifvrpYUboAp1b69je7iTe/itXDnT9p+p7SUzeaUSaf0zW/+k84773z3u6Ybeq5FhVl1grbK5ZKuuPwTetGLfs/1fLZj6Z2Nm0+ix425G88vPhoBBBBAIBECBMaJWAYmgQACCCCAAAIIIDA3BCIpFbmep9lsXhZfWfWl9eHN5Twd8PpDtH7dBhcE2qZmYTdUNuer3qjpj//4j3XtNVfL6xIYP/yb324VGNumav3A2CqMpwbGlg5urjCe/sB46pk+pTdFL/Gz4DMIwl7bgLz7YTtfcrmsrJi41bLzpb9xotx5YudLP7wcyHW0RauCeETXKMWzwDiuMLbg1AJuC7TbnY4LVi20Pfa973kaAuPTde+P7osDc9/fYtO7ffZ5pq779Kc0Olp0FbPmZuMGoV1zWSm08+HJA+MgjHTQwW/R+g0bXZWuVRiPjIxobON6jZYLesHznqPPfe5zLky2VzrtuWvV5hNXSO+mHsYOup8MbxlM9//abiQUiiV3Dtmmg512qKuv/qTuvPNrbkM7a4NjNxbsfOlGgRYtWqhvfuM2VatNFQt5115jsiXF1Oh4i3EHcpYxCAIIIIDANAoQGE8jPkMjgAACCCCAAAIIzDUB6+vaccGV9RXN53JqNNrK5bOq1jr63Oc+r1tvXaNqtaZCvqBmq6lCsaCx8U3aa6+99KUbrtfC+SNqNeNH5Pt9bPuP8fcf7Z+1qpa3eyk99tg6Hb58uSqVatyvNYpULJVUq9VULNqmXk0d9ra36n0nHq/584ZVrzeUzWRcVavnNoabzm0D+yW6TzCHJwhiH7eWXlzJOm2vzb0cHudoR3bMscfq4Ycf7oWtuTgwbrfj9hR+xq3JQX91oBYunK/x8YqKxaILWW2jR6t2tbYJ23pNtqQ49Yy4JYULjLPqtPsVxlZxLn3729+SFcpmfQupQ+XzviYqExouD7uVH9u4Sdl8zo1tG0laP/FsLq+wK7dR3O9+t1bvPeY4bdi4SWV7Tyrlzqmcn5af6uqlL/lDrV69WoVCVrVaU0NDeVfRu3nTwekLjK3XtTn5mbRana6CTlfLlx+h9es3uBA5DOxmVL5306GtQw45WKeeerKGy3lVJqrKF3JWJt27QqZUwRMYT9slx8AIIIDAdAgQGE+HOmMigAACCCCAAAIIzFGBuMLYqkjrdavoK6nVaivjZ+X7nv71O/+pU045Vfl8wZ4Od7mmn82qXq9paKisD33wbL35jfsr6FivUdswL3Jf9nnxo/Cz/BVJ1UpV8xeM6qGHfuFad1gA3Gp3XBhmVs1mQ/VaVcuWLdOSxfPVarbd4/e5bNa914LCaQ2Mt7tM2wmzp/SqnZbVflxP2y1nYYHr2PiYC4BtQ7h+NaudnxYY27m7zz7PcG+qVusqlYquUtfC/kKh8KTnsVWHd5XSKZOBcRRXGLc39zC21hBHH/0enfS+oydvC6xd+6iWLl2iTZs2Kex0tGjRYnWjrhvTziFr+7Fx05gWLprn5vWZz96oz37uC64P8MjIqDpB4KqY07Z5XqqrM047VYcddli8EV4QuPYxGd9aU6Tdf09nhbH93rDrYahc0vh4XQ899HOdccaZk1XrQ6UhVSoVFwy32y2tWrVCr93vL+PfJd1gsj/x5tOs1wKDwHhaLjcGRQABBKZLgMB4uuQZFwEEEEAAAQQQQGAOCsS7hqXSttFdzQXGVt1oj44Xi1mNT7R0yCFvcSFys9FSxs+o64Jg2wytq7/c9y+0asVF8jO26VlnMiy2oMoqOOPH/qe5AnV3rmoktVvWmzWrdCajTtBxPYytP261ZhWqhcnRLeZqtzpqNZsqFUuul22z0VQqnZm+vHjKpnE7y+Ty5mktkO730H3iI7AQtX8O9m9k9Fs1WH/cjB9PvtFoufPXtV4JrQVHR/m8tUQIt0mzZWA8pSXFlMC42Wroda/dTytWfFxd26ROkYrFnNY+ulZLlyy13QHjiuRMfM00GrZxXd4FqI2mje3p3UcepV//5reu2tj6ADeaTRd8e1HoNr2747Zbtccee7rj9P20xscnNDpv2PWdnu7AOOWl1e6EymR89+dVV31St9xyqzxZj2fbTNFXtVp1gbL1yl6z5hYtXjSisbGKhsslhRYax3v49V5Pvt47ex7zPgQQQACBZAsQGCd7fZgdAggggAACCCCAwKwSiFzIaW0m7BF3C6OsJ2m90VKxmHdB4IoVl+mOO+50f28BVCcMXMhjVZiLFs7XDV+4TnssW+gCt3jzPNvEynohx60unixwm/GUkZTNZlylsG0GaJuRFYpFF8BbSwAL3uM81W2H56qKM2bTilsiWOjnyo2nK3B9SoHxE5ci93sFT9tabqfCuN96wsJI62HcPx/tPLWA2FpG2LlqYbKdrxaw2ped49ms9SN+spYUUyuMLTCOlM1s2cPYVfd6XV1+2Sf0spe+xPUXtiW3YNf1erb+4X5WgfUC9zx3Ttg9lmarIz/r6+vf+LbOPfc8DZVH1LE+wEHobtpY9XM3aGv+SEl33n6b47djyOXSqlTqKg8X1Wp1pq+HsTvxPaVTGbcpYrNp8/Z0xBFv16Nr17m1MGOr/M7nc64i+iUv+QNdcslq5XMpF3pbSxBr4fH4wDi+qnghgAACCMwdAQLjubPWHCkCCCCAAAIIIIDAtAtEanfarv+wBccWCMcVgbaRWUqpVEYPPPCgjjnmWBXyJReeWQRqgXA6bRWOXa1edZH+ct8/U7sdh1MWwlnoZQG0hVpxhePsfHlRpKDTcY/SD4+MqNm2KmxftUbd9ae1zdWsRYEFfNamIJf1lZJctXan3VZ5uOxMt2jDO0iqHQ6M+2Hx1qGx15v7NIZ32wmMLUS1XN5mHnRC1w+339vXtW+QXDsICy0tyLUbH/bakZsdj68wtsDY+oH3exjHi5nLZjRv3ohuueUrSqUsR7UbNW016nWNlMtqNVvy0ikXIFvoXCqV3TX4f79+WBdeeJF+dO99Kg0Ny9JtC4zzveuq02ronUe8zbWksJcda/yKlLYK9mbThbLT0pLCBboWjsc9jO37B//7JzrhhPe5je+sktttsOnC84xa7YYuuuhC7bffq5XLZdRuN5XPWYBvVdlWYTz1HJvSy3iQ1wtjIYAAAghMmwCB8bTRMzACCCCAAAIIIIDA3BOIXFjmwpvAgs+2MmnftVWIWw2kVK81ddhhyzU+VnFhVbpXXWyPlCsKdPhhB+nkk05wn9GvLO5XDlpgPJsrjC0wtrDLQkg7zrZrSZHSeGVCixctdpsExm0CfLe5V2SbomWyLj7rhtZnNqMgDBMeGG8rLO5Fk5b4TWe155MGxnFPbRehRrF/vwK+36oim/Nd5a69bK3ithRZF2RaX29XBb6N1+bA+MzepndbB8ZWbZ9So17T8PCQ/uyVr9A5535Io6NDLhi2qmfT27BuvUbmjbqxJiYqGh4u6+e/+JVWrb5UP/jBD1UollzFsbUvsQDWemNb/+OhYl5fvvF6PXufZ7oWJ7ZBnx2DzT8IN7eIGWxg3I+s3S8QN1+rth8aKuiyy6/VmjW3a+OGTVqyZGl8DEMljY1vVKGQ1913f03l4ZJSLg+2DQRtY8ipLSm2Do2n8UbF3PsfC44YAQQQmFYBAuNp5WdwBBBAAAEEEEAAgbklYJWIaRcW9wMzC4ItmHKdilNpBZ2uLr/8Sq259Xb3GHnW9XW1vqtWMZvWsqXz9Mmrr9DSpUvdI/zWg9XCY3vUfC4Ext0w3uDMVVb7vutFayGwNV11m3nlCy4wtmjQQmJ1I6VTafe9VXdb+JfcCuMnD4tdEJvwwDiueu/GNa5urhYexxszWphrbUOCMHCBf78lhN34sJ/ZXv/tLQPjXg/jLSqMPS1btlQPPvhjLV2ySNlsWi9+8Qt10knv09577+U22Hts7e+0bNkeCruh6vW62/TuwQd/ok9f9xn9w7f+0W0uWSwNucC4G1l1v1Xjtt383/SGA/Q3F56jbmA3LjxVq03Xd9mO1yqYrUo6PgZbx23tbvh0B/69gL53EyGVijeBtDD7hBNP0q9//bAaddu8b54mJiaUz/sanxjTvvu+SldffblbC2vhYoGxBcfxkkVTKoynVhcTGM+t/73iaBFAYC4LEBjP5dXn2BFAAAEEEEAAAQQGLGCBcUaVyoQLea2HsT2mb9WPFqTZRlVWoPlfP7pPZ575fvcIuZ/NqRtGajbbGi4XtXHjWt16y9/ruc99rnI5X7VaXYV8Xs1mQ8VicauWFFtXCG4rxBoww04OZxXGadcGwHo7WJ/WpguMLXi0EL5YKroqy3qtrpTb4Cur0PXE9VyrCgv9OtYWYbpyr+22pNheYJyUlhTbXsBIVlkcr5MFwXZ+WyW92Vu4auGr3TSxNbO/sz/tZocFxhbo7lgP47N6FcZxBfnmlhSe9tvvNarXa/rP//h3tVoN16vXguq3ve2tetELX6jnPOvZGhkZ0fj4uH7y0E/1wP0/1ve+9z399pHfaeGiRS5stZsw+YLNJa4ytg0qn/e852n1qhV6zj57KWjHGy/a5nGjo2W1WoGrMC4WC735b7ulSCy38ydg/Mn2/s3fxRFv/LLfJXYj5aGHfqHjT3if1q/fqPkLFqrV7MTBsBcqn/P1/vefpYMPfrMLlq0vuP1bp9N2PabdCE+46d3Oz3snL3nehgACCCAwTQIExtMEz7AIIIAAAggggAACc1XgCfrS9ij6vUfHxsZ1xNvfqYmJqqsuzmWt1YRtIGZhZ6D9XvuXumT1xQqCSK1G3fUetX69jVp98pH+OBSNt3+LA6Y47PFcV+SZ+7LQ2F5xC48dOQ4vzpf7xjv0nh353J38me1l9puTum0MMN0HsIPH/WQFtjv4EVv/mFUY+9mUjjnmdP3oRz9yN0gsjLaK8lar5QLqgw46SG984xt03HHHqTxUcn+/YdNGLV2yWO1WoMguDNtQcvI66AWvvc0QrfLZNlF01dCB9fz1NH/BfB144IE6+aRjFHasenpHrqGnHyCuW065Gx4u/HXnde8Kj/8zbknRaunT131Wt9x6mzpB17W6sT9dBXG3KT/jac2aNVqyZIlr02HtNTZtHHOB9+a+zFvrz5DzbifPLd6GAAIIILClAIExZwQCCCCAAAIIIIAAAtMqsOUj5VZhWSzldf75F+nb//jPbsMqq0RutTrK5XNqBQ3tvfeeuv76Lyjrp1Uu5lStVFUuFV1lrVU+ukB1MjC2ksF+YGzh0pM9Lj+tEAyOwJMKWFgahJ5OO+1M3X///a4quVKtuA0PrWo5DEK9+tWv1qrVH9VnPnOTLr/8cs2fP9+1ibD2E34mJ0XpKXcaol5FbXxN9DpoyM9m1Go1XcWt9fw99NC36Pjjj9dwOeeux/gaGvzLrt6utfxwDVesbUR8Pds9hn6ca3Ov1ds66uj36me/+F9l8wXVGy1XZdysVRUFdf3Zn/6JVq5c6W4umU2hkHP9o+2ph9ncA33wK8aICCCAwMwVIDCeuWvHzBFAAAEEEEAAAQRmokC/H4KrJN0cPPUfMG82W24jqnvu+Z7Oev8HlMsVFHRCV2Hs53x1FarTaenSSy/RX/z5K1XIplWr1pRzm8FN6Rv7uMDYxcjTFnbNxKVizskSiM/etE4+5TQXGFvAaX2rrXe3hZ/WouR1r3udzj33XOXzGV100cX6p3/6J3cQY2Nj2mvPZ2jDhjF5Srsq4n6/3m437G3AZ/2VO25DOPuq1ap6/esP0KmnnqKFC+ep3eook443zpuOVy8e7vWxnhIYx5e2e1nP5R8/+N865rjjFXlp+bm8araZoJ9V0GrKTwX664+cp4MP/it3EyretC8OivstRKbj2BgTAQQQQCBZAgTGyVoPZoMAAggggAACCCAw2wUeFxhPrTC2DcPc7ncaH69o+RHvUKvVVrMRb6jVaDWVK1jv1AkXZF26+uNq1JquJUW70VBpqKROu+0EH9+SIoadrurI2b6sHN/uF7DA1M+mddzxp+i73/2uFi5c6ELifg9jCz/f+ta36vzzPyi7DKzY/hOfuFo333yzC5XHxiZUKg7L9qWzgDSupo0ri60FhfXv9f2MqtWKa0dx5pln6Nhjj4yvJ0lWq2+bT057YGwz8PqB8dRr2lPUlS697DLddffX1e6EtpWd8sWi1q59TPNGhpVNh7r5yzdqn32e4QLjfguK/oaD/Y0Kd/9qMgICCCCAQJIFCIyTvDrMDQEEEEAAAQQQQGD2CWwzMHYNSN3mbBOVuvL5olatvlS33HKrCoWSS4CDrvUwjmQVkbZB2G1rblXez6iQzykKAmXssfzQNnkjMJ59Jw5HZKHtRKWm8y44X//+7/+u4eFh16PYAmOrkrWw85WvfKUuuWSVa7EwVMo7tDvuvFuf/OQnNTFeVadtAXG82Z5rW2x/ptyl517WiuLlL/8TfeADZ2ufZz3ThcfDw2W3wV0YBCqXhqYxMO49I2BzdveZ4v7F9nJ/Rp6arZbe/s53anx8QmPjFclLa3TefG0aG9fo8JB+7wXP1qeuucqF5XbstnFmo9Fyn2EVxrwQQAABBBBw/7vSanWmpwET/ggggAACCCCAAAIIzEWBbQXGveTHU7xBlYVaP/v5/9Py5UdodHS+KtaneHhYzXbLbVQVBB197MILddCB+6tWbahcKrhexrnc1j2M+3FSf9M7/t//uXjazYZjtjPXevT+z09/po0bN7qbK53exnT2faPZ1Aue/3wXJFt/Y7cZXrvtwtHhoaK+9a179J3vfE+PPrpOv/nN/2nd+vUuJN1zj2V69rOfraVLl+ioo450AXE7aLv3BGHXtaYYGR52hNNbYdyPiPvX8larGkn33nefzjzr/Wo0LQT2lM0VVK83lM3l1WxU9bG/Pk9vPfQgVatxv3Nr5WGhu1UaZ7O+rIc6LwQQQAABBAiMOQcQQAABBBBAAAEEEBikwHYCY+tXbP1Gu5FVEns6/PAj9Oijj7nQp1AsKYy6Lgyz6OhPX/4nuvrKy9RqNlUu5V0vYwt97BX1Sia3qkGkJcUg15qxnnaBiUpFxVLJBZ0WcqasT4Sd75FVB8ftWKydxNBQURs2bNKCBfPc361bt0Gl0pB8P+daUliVvr3sMrHK/Ewm/pz16ze5fsXuPes3aOHCBa56d936dcqkM67CePMWc0/74W33A/t9jN3ct/jp+L8uXrFS3/yHb8W/LwpFFxSvXfuohoaGNFQq6Cs336g9li1yVcUWqFsrCvt9Yp5WcWx2vBBAAAEEECAw5hxAAAEEEEAAAQQQQGCQAtsJjF3z4VRKfiatZjvU6lWX6utf/4bbzKpWbyiXLyiw/qtBoEI+q9vX3KoF80aVsm6lKe8JWlL0D44K40EuM2PtJgEv7jPcaDRd5bBVybbbbRceW59iC4AtOLa/K5eHVK3WXDDaD5jb7bgVQ/+rv+GdfZaFp+VyUbbxpFUe2zi1es0dSKlYcq0v4s3lpquL8dQmFJt945tC8ddbDn2r1q/f4GwsRE9nfFdBXCqVtN9r/lIfu/A8NepxdbEdn1n1w2Izoy3Fbjpv+VgEEEBghgkQGM+wBWO6CCCAAAIIIIAAAjNcYHstKVxjVSub9Nzj8Pfd+4De//6zXYhl/Uj9bN5VD1oP41p1QiedeIKOPupIZTMpRa76uOuqj12I5PXyLUdGYDzDzxym785rO5V3sq2Ku/b6X33OrT7LffY2Pj+yd2/9/sEui4W7VmU9MlJ2m/hZFbH9vrBw+Lvf+74+/OFz3DG2Ox13k8l6O4+NjbkK40tWr9Sfv/Ll8mS/I3ghgAACCCCwbQECY84OBBBAAAEEEEAAAQQGKTAZWln61A+nIldYbC+rlLQySetZPDwyojCUDjn4LfrNbx5WoTikVjtUplc1OFwu6fee/zxddeUVSnuR8nl/8pHyfiHk5uiLwHiQy8xYu0PAAmOX2u7ca7I6eFsf0L9aen9u/WMJCIztfpJVOlvbGqsILpYKajYDhd1IF130Md1zz78oDLvuhpH9LnH9m4eHVSwW9fc3f1mFXIbAeOfOHt6FAAIIzCkBAuM5tdwcLAIIIIAAAggggMC0CkyGxb1ZeHE1sKsI7lVN2uPjQ0Nl1RoNVylYLBT06es+p09/6jrl8iU1W6Hy+YLbiGt0ZFjtRl2f/cyn9aLfe4EymdRkb9bHB8bxmDubtU2rG4Mj4ASepPp3h4W2VyG8VWj8uM/d3vt3eCI78YORukHoWmzUm9aepqiMn1Kt3tGj69bpHe94p6wHurWVCIK4xYbN1qqM9913X61a+VF12vZ3VBjvBD5vQQABBOaUAIHxnFpuDhYBBBBAAAEEEEBgWgW2eCS+F371QuM4MI5chbD1HfX9rCYqVXmeVQl2dcABr1cmk1cnsD7FUdx/tNGQF4VafvjbdN65Z6nTto284sCLwHhaV5rBd4vAIALjyatnG0cwnbdcIoWdjguA20GgjJ9zbWu6kac777rLVRinUxmVhobUbrVcJfJQqaRarabLL79Mr/zTVyidssB4J1t67JY15UMRQAABBJIoQGCcxFVhTggggAACCCCAAAKzU2AHAuOsn9W6DRs0MjKqVDqj8fEJzRsd0TvfdZT+939/rUhZNRotFQp51SoTGh0e0lCpoNtvvUW5nK9uFIfGBMaz8xSa20c1qMC4Hxr3wuEt+o5P5wpEyqS9XksKC4vjXuWdoKtTTztDDzz4oDqdwG3ol0ln1A1DZdIpvfCFL9Rnr7tWQSeQ79sxERhP5yoyNgIIIDATBAiMZ8IqMUcEEEAAAQQQQACB2SGwA4Gx9R1tdwJXRWhhULsdb151++136G8+vlK+X3Z9jS0MKuSzyvkpjY9t1DVXXalXveqVCuwfCYxnx/nCUWwlsL12EdsD61cH72CVcD8onmzk0u87vr1xdte/R8r6GU2Mj6tUHlarHSiXz+rHDz6kdx/5HqX93pMJExWVh8qKuqEmxse0etVKHXzQ6xV0bF6bn0LYXbPkcxFAAAEEZr4AgfHMX0OOAAEEEEAAAQQQQGCmCOxAYNxsNlUuDyuMuuoEgaKu59pSjI+P66j3HKtHHx1XyrPN7exx84KCdlONelUHvflNOvfcD7kAicB4ppwQzPOpC+xqdew2wuLJcPiJZtTvW9xvI7Orc3jqR23v8CJrRZNWrVpVoTSklvUrzvi69LLLdcOXbnK9zf1sTh27yZRKK53y3Nctt3xVI+Vh5bIZeR6B8c7p8y4EEEBgbgkQGM+t9eZoEUAAAQQQQAABBKZbIEr1ZtCvVuxtemePiXtyG1ZZ79FqraYF8xeq2Wopm82pXq/rkksu193fuEfdrqd8Pqug01LQbrs/lyxeqC998XotWrTAkqXpPkrGR2BmCTxpYOzi2vh4XM/x6XlZYNwN4ycOMtms2kFXzVZHhx52uCrVujpBqGq1pvnz56s6MaFCPqcXv+iFuvqqK+VnUlIUyev1Sp+eI2BUBBBAAIGZIkBgPFNWinkigAACCCCAAAIIzB4BC6e2CHU3B7xRFMnaUnSjSPZ9JuO7Pzds2KBHH9ugo495n+SlFYaBoqirefNG9dhja1Uo5HT88cfp2GOOVKcduMfWlyxaoPFNFhzllc1l1Wq2lEqntd1sbPZIcyQIPD0Cj7tmn56PfSqfYoFxxrM2NW3likXVWx3ddsdd+sQVVyqbK2h8oqLRUft98KgWLpivRq2ij134UR104Os1tmnM/a6wFjeT4fdTGZyfRQABBBCYUwIExnNquTlYBBBAAAEEEEAAgaQLhGHoqoztZd9nMhn3GHq3K9XqTb3pwENVa7TUbrcUqatu1HUb4NnLehp/61v/IE+R8n5K7WZbOT8rhV2F1t7CfiidIjBO+knA/BB4AgELjO1att8JQSRFqbROO+P9+uGP7lXDrvV8XkE3VKfdUjGf157LFuuaq67QsqWL1A3a7kZUJHvCYQd7OLMKCCCAAAJzVoDAeM4uPQeOAAIIIIAAAgggkEQBC4l9P64qttYU9mc2m1Umk1Y3kj73hS/rmms/rVw+53oVB2FHqXRKnidVJsZ17bXX6FV/8Uq3t1Wr2VC5VFDYDtUNAqUzGYW2IR55URKXnjkh8KQC9lBC5H4/WDuKUL/8v9/onUceJS/jq1KtqTw8olqtpmKxoGa9pne98wh96OzT1G61ZR0p7HeLl8oQGHOeIYAAAghsV4DAeLtE/AACCCCAAAIIIIAAAoMTCILABcSe58m+ty/73r66kadqvaPX7f96DQ+XNT4xodJQURs3bXSB8rzRUb3sZS/V5Z9YqbWPPKY991isbqerTrutfD6vsBOo64nAeHDLyUgIPG0CFhi77fe8lDphpE9ec61uuPEm5YolRfIUduM2NsVCXmHQ1jVXXak/ftmL1Q1C1+fcbkSFrgUzd4yetkXhgxBAAIFZKkBgPEsXlsNCAAEEEEAAAQQQmJkC/ZYU7vFxewTdBUSe+z4ILTHK6AMfPEc/+OEPNFGtaHh4WI1mw/1MJp3S0FBJX/7bm1QuFjVcLqjdaKsbhspnc+pY+ExLipl5YjBrBCKpG3aVL2S1du0GHXvCCfrd2scUypOfzanZaiudTikMOvqzV75Cl6xcoUwqchve2WZ5Fhi73yEExpxLCCCAAALbESAw5hRBAAEEEEAAAQQQQCBBAtaf1EJj+7KXBcf2ZS+rIExn0vrBD+/Xsccdp6GhIXVcz+OU/GxWE+NjrjXFiSccr5NOOEb1Wks533c9jVuyUwVeAAAgAElEQVTNpgqFgsJulwrjBK03U0FghwUiazPTUnm4pLvu/pY+vmKl6k3rZZ6yXxSu5Yw9kWDVxStXXKw3HvAaWR+bTrupYiEXt7ihh/EOc/ODCCCAwFwWIDCey6vPsSOAAAIIIIAAAggkTsD3LTDuusC4azvdTX15KWVzviYqbR1xxHJtGhvXxMSEvHTahcGdTlthGOiZz9hbN33pSy4oLhdL8jOeKpWqyuUhtTsBBYaJW3UmhMAOCESe+91gF/CZZ5+t++5/QNVaQxk/q8jz3I0lu/6fsfeeuuH6L6hcLMjPWMjcVD7nuzCZwHgHnPkRBBBAAAERGHMSIIAAAggggAACCCCQIAELdSz4SafTk5XFk8Gxl3KPlNsmd5/73PW64YYb1Gi2lC8W3RFYBaFVG0fdUNd+8pN6xctfok67Kz+dcqGR9Ua2CmOeSE/QgjMVBHZYwJPvp/WLX/xahx52mAqFYq9Njec2waxWq8rlstpvv1drxd98xF373TBQLptxVcZ2/dOSYoex+UEEEEBgTgsQGM/p5efgEUAAAQQQQAABBGaagG1856XSmqhUdMABb3CbXclLKZVOu0OpVCa0dPFiPf95z9VnP3O16tWWhko51WsNF0J71t6CPa9m2rIz3zkiYE8W2A2jXM5Xvd5UsZhXs9l21cG2wWUQSuedf6HuuecedQJ7CiFyP283i7L5rKKoqzvvuF2LF8yXp67SKc89eWChsX02FcZz5ETiMBFAAIFdFCAw3kVA3o4AAggggAACCCCAwCAFrE+pBUjWs/jMs87WPf/yHRWKJdsZT512R/l8XkGn7YKiW2/5qvbea5HCTqTKxLjmzR+NW1LwQgCBRApY+JvJpFSrNZTL5dRoxDd6LDjesHFC6zdO6NjjTnA3hqwVhW1oWSwW1Ww2lMmk9UcvfYk+/rGPqVTMu+pi+z0gi4m9KG5x49mNJe4YJXLxmRQCCCCQIAEC4wQtBlNBAAEEEEAAAQQQQGB7ArYpXq3eUKlU0He/9586+dQzVCrFvYmjbuRCIwuGLCA+68zT9d73HuV6GXfDjvtoz3bFIzDaHjP/jsC0CWSzGY2NTWh0dNj9OTw8bHvaqdEM9LWvf1sf/euLVCjm3c2hynjFtaGx3sWtVlOXX/YJvfa1r1EmHW+QZ0FxNusr7N8ochtoEhhP2+IyMAIIIDBDBAiMZ8hCMU0EEEAAAQQQQAABBEyg2w1d4BN2IxWKOR2+/Cj97y9/JSsetB6lTder2JcVFi5ZskhXXnGZli1drHzeV6NeVybjExhxKiGQUAFrLWGVxdY+wiqLoyhyfYsrlZoy2YKOPPp4PfTzX6jdbqk8NKRmo+mqiAuFvJYuXaLPXPcpDZfjjS5brbYUdZXPZV14bDeb4m00CYwTuvxMCwEEEEiMAIFxYpaCiSCAAAIIIIAAAgggsD2B+LFyC5Ja7UDFUl433nSLVq++VLl8QalUXF1sobKFxkGnpY9ccK5ef8DrXIWi/Z21rSAw2p4z/47A9AjY9WttKexJAPuywNhCZPv+H//5X3X2hy7Q6PwFajTqSsl+Rsq567qps89+v5YffrBq1aZKJWtNE7jAOJ1KuR7IFhiHUcT1Pz1Ly6gIIIDAjBIgMJ5Ry8VkEUAAAQQQQAABBOa2gG1w5blQOJX21Wh21Gi09I53HqnxiYparY4Lm4rFgur1qoKgpVfv+xdatWqFsrmMvMhaU1iNIRWGc/s84uiTLtBqtVQul9z1baGx9TB+91HH6sf/8wul/JxKxYLGNm1S1A1VLOTVatZ15523a889Fqtaqao8VHJtKtKe58Jiu8lkLyqMk77yzA8BBBBIhgCBcTLWgVkggAACCCCAAAIIILADApHSKcmKBLuR1GqHKg3l9clrrtcXv3SjOp1QYberefPmqVYdVxh2lM9ltHr1Cu37qj9XvVZT1s8SGO+AND+CwHQKWEsKa01hYa/vZ/Tf//0/Ovb496nZ8TRRa2jevFF12i0F7bZGhss6YP/X6qMf+aDa7a7b9NKqjoOgo5zvu43zSqWSLIT2XHDMDaPpXFvGRgABBGaCAIHxTFgl5ogAAggggAACCCCAgBOIFHY6KhQK2rhxk+YvnK+JalsbN47poIPfomwur1Q6o1qtpnTac4+lT0yM6TWvebVWXPxxFyJFYUhcxNmEwLQJWEuIbb88zzalkzJ+WuPjVQ0PD7m2Ex84+xx9/z9+oHaYUisIFUVdFQs5NWo1FfI53XTjF7XnHktdP2N7CsFaUbSb1pqipFq1oqHhYTXqDaUzGdv5ctqOnoERQAABBGaGAIHxzFgnZokAAggggAACCCCAgOXFrqow3hTLehVHSmd8eamUzjjr/fre9/9DGd93j53X61aFOE+NZsNVFt588816/nP3UT4jbVi/0QVJhYJ9TuQ22LI2F/2+qVAjgMDuEOiHxVND4/j7yGW4njxZYOwpCCOl0xl3jf/qV7/We48+RvVGS10vpSAMNTpvRLVaxW1o94e//2Jd/olL3A0h61/uKZLXG8K+t/9zL8uR7V/Ji3fH4vKZCCCAwKwSIDCeVcvJwSCAAAIIIIAAAgjMaoHINq7LqFatqzRUtCJCVWt1lctF3fOv39OHPnyOmq22svm82wRvolJ1KdHI6KgOOOD1OvuskxXZBlpR6HqiBkHXPa5uAbRtiNVut10PZF4IILA7BLYVGEeKelW/QacrP5tXq21PEmS1aVNdN9/8FX3q2k8rXygqbTeEokiViTHNXzBP9VpFF//Nx7T/6/Zz1cXd0Da6s6veouE4ie7nwza6hcUExrtjbflMBBBAYHYJEBjPrvXkaBBAAAEEEEAAAQRms0AvMJ4Yr2h4uOyqD+uNpnLWiiLj6djj3qf7H/ix/GxOQberWj0Og+3fg7Crr991p4aLvrKZOBTudDqusjibzbqg2P6bwHg2n0Ac2/QLbB0ab1lhnPLSarY6rp1MsxXpscfW68QT36ffPvyI8sWivFTaXaf1es1tbPeMZ+ylL3z+sxou59Sot+RnrEdxXGEcB8Zx3XIcIVtYbOH09CswAwQQQACBZAsQGCd7fZgdAggggAACCCCAAAKbBWyzO+tB7Hnuy17ZnK8NG8Y1Mm9E3/jmt3Xeeee7iuK169apWCwp42fVaDRd9fA5H/6gjn73YbKeFZVKxQXF1pbCbZYXhu7zCIw54RDY3QIuuu0N0g+M4+vZz2RVqzeVz+fdT3z1q7friiuuVKcdKJvLqRN21Ww2tHjRItef3K7pvzrwzcrlPE2MV1Us5OPAuNeKwoXFLiGOP5/AeHevLZ+PAAIIzA4BAuPZsY4cBQIIIIAAAggggMBcEIikMAhc0GuVwbZ5le+nVau1XEVxN5IOPvgQV3Xc7nRcRWIQBJKXUibjq5DzddMXP6+991yiRqPlxCwwbrcDehjPhfOHY0yIwNTAOJ5Sv+o3DKwlRU7Ndlue0lq+/O2uH/na3z2m0tCQa0dh136xWNDSpYt1w/VfUDpl13FG7VZHtt9dP4ze3JIiDo1dO4q45JgXAggggAACTypAYMwJggACCCCAAAIIIIDATBGIpEw67foOW7VhKpVWtVrVyMiQmu2uqyu8/vrrdc21n3KVxValWG82XFhsPYrr1arOOv1kHXXku5TJpFSvN5VOpyfbUli43K9cnikkzBOBmSmwZWg8NTDOZLPKpFO6865v6ILzP6ps1qqG7amClAuM7YbRunWP6fTTT9PJJ73X9TK3ULnk+pJ3tsiDvcnq4l6FMYHxzDxdmDUCCCAwYAEC4wGDMxwCCCCAAAIIIIAAArsiYC0j6rW68vmCC3ctMJ43b1jtQOoEgQuOjjnmGP3q/36tbDbnWk2EXQuTI5VLRe25bLEuWb1K++zzjMnA2H7GwmVXjcwLAQR2n0A/GbYmw3FXYTdW/6/tBk4nCN21ecKJ79Mjv13r+hgvWbJUzWZTURS5mz9WYXzVVVfq+S94rhSFrlWNbXq3RXWx+2RPm0NjKox338LyyQgggMDsEiAwnl3rydEggAACCCCAAAIIzHIBC3Vz2bwLgq3i0Pc915LCQqaR0aKsFfFll1+lu+66S5VKVb7vy89mXQ/jZrOulLq66sor9Ed/9EeuUjGftx7HLVdpzAsBBHazwGTFr7WG2Bwau9jYsy4zntIZX1/72t360IfP0XB5VGHYVbvdcRtY2g2jVqulgw76K51//rnyfWndug1avGiBu5HkZzNxTNxvkdzrYRxvfEdgvJtXl49HAAEEZo0AgfGsWUoOBAEEEEAAAQQQQGBOCPRLEeNYaItDtoyo0Wy6FhNveOObXDVirVbTvHnzXMjUbrc0b3RYy5Yu0Re+8AVXVWx7501MVFQsFl1Y5Xoj80IAgadfYMrmc/GHbw6N+72Fs35Wax97TMccc5zrRV6ZqLobQ81mS4VCUbVaVcuWLdPnP/85FQp5jQwPKYq6yud8NVvNyU0rtwiMJze+2yJJfvqPj09EAAEEEJg1AgTGs2YpORAEEEAAAQQQQACBOSHwuNBpy6P2cyk1GoE++tGP6v7779fatWtdlbGFxyMjw1r32KPaa689tWLFCj3zmc/U/Pmj6mfE9si7Pe7OCwEEdoPAFv2Ee9XFvSrjfmDc6XT0o3vv0+lnnOnaUtjTBCMjo2o04htBdpPnZS/9I1122SXqPxQwPjaufCGuPp58ub3t7IZS78uN3Q+od8Ox8ZEIIIAAArNKgMB4Vi0nB4MAAggggAACCCAw6wW2ExjbhnjlckmWHVmrimIx50g2bZpwFYn2yHqlUtG8eSOqVuvu3yyIKhQK7nsLlnkhgMBuENiBwLher2uoPKyxsXHNnz9PYVcKrT95J1ChkFE6JVWrLQ0N5TQxUZPvp+OvTGaLCmMXFE+OtzlI9qb0Td4NR8hHIoAAAgjMEgEC41mykBwGAggggAACCCCAwBwR2E5gnE7HPU4tKLaQ2FpN5HIZdTpd+X5K7U7gKhGtF7JVHqfT1oZCrsexva8fHM8RTQ4TgcEJuGu3H94+cYWxXZPNVkupVNqFxda72FNKmYyvYiGtsU1V5fM5d5PHbgrl8lnXkiIMAzUa9d71O7Wy2Mbr/3ckAuPBLTcjIYAAAjNZgMB4Jq8ec0cAAQQQQAABBBCYewLbCYzjHsSRqxT2/YyLitKZlNqtjqzlRKFYlJ9Na2xsIt4Qz3bNsp9Jp1143G4Hc8+UI0ZgEAKTgXGvPUS/2tfr2hXrcl1rCbNx0yYND4/IS6WVTsV9yoNAajVbGirlXN9xexDANsNrtZsKgrbbEC+fy6ndaU8JiO0HCYwHsbSMgQACCMw2AQLj2baiHA8CCCCAAAIIIIDA7BZ40sA4UiaTdpWHlUpN5aGSarW6C6FyuawLpCwoHioPyXqlWlhsG93Z9/baogfq7Fbk6BAYvIC7dtNTxo1v7mhKYGzXY9jtKpfNqR2EqlSqLgC2XsaFfNaFxhYiV2tV12KmVCq6zwi7oaswzmazjwuMra447mhMhfHgF50REUAAgZkpQGA8M9eNWSOAAAIIIIAAAgjMVYHtBMb1Rk3D5WE1Gw23QVYYhu7xdXu5MMmTC6Ti1hVtFxjHj7en3Bc9jOfqicVx73aBHQiMrTVMKp1WENoGdwV5Xsr1LbaK4qgrWcFxNwzdjSH7Wc+LFEbx9WxPCVirmc0tKOIK435gbMHy5tB4tx8tAyCAAAIIzGABAuMZvHhMHQEEEEAAAQQQQGAOCrjQadsvaz+RcqmSei0o8uqGkapVq0gsyEun3Pejo8NqNFq9isT48yxc5oUAArtJYIsexjZGXF3sWsi4ISN3A8cq/yu1mgqFooIgdD/mAuMoUtZPq9a7fptN63XsuR7G/V8L9v74o6b0Me7FxPbXnrqu3pgXAggggAACTyZAYMz5gQACCCCAAAIIIIDAbBSIE6jHv0iLZuNqc0wzRWDqDR9v6kW65QUbVwVPfcV9jx9/+W7rQrf3bv7p+J1P9P6ZAsc8EUAAAQQGKUBgPEhtxkIAAQQQQAABBBBAAAEEEEAAAQQQQAABBBIsQGCc4MVhaggggAACCCCAAAIIIIAAAggggAACCCCAwCAFCIwHqc1YCCCAAAIIIIAAAggggAACCCCAAAIIIIBAggUIjBO8OEwNAQQQQAABBBBAAAEEEEAAAQQQQAABBBAYpACB8SC1GQsBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEiwAIFxgheHqSGAAAIIIIAAAggggAACCCCAAAIIIIAAAoMUIDAepDZjIYAAAggggAACCCCAAAIIIIAAAggggAACCRYgME7w4jA1BBBAAAEEEEAAAQQQQAABBBBAAAEEEEBgkAIExoPUZiwEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCDBAgTGCV4cpoYAAggggAACCCCAAAIIIIAAAggggAACCAxSgMB4kNqMhQACCCCAAAIIIIAAAggggAACCCCAAAIIJFiAwDjBi8PUEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBQQoQGA9Sm7EQQAABBBBAAAEEEEAAAQQQQAABBBBAAIEECxAYJ3hxmBoCCCCAAAIIIIAAAggggAACCCCAAAIIIDBIAQLjQWozFgIIIIAAAggggAACCCCAAAIIIIAAAgggkGABAuMELw5TQwABBBBAAAEEEEAAAQQQQAABBBBAAAEEBilAYDxIbcZCAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQSLEBgnODFYWoIIIAAAggggAACCCCAAAIIIIAAAggggMAgBQiMB6nNWAgggAACCCCAAAIIIIAAAggggAACCCCAQIIFCIwTvDhMDQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQGKQAgfEgtRkLAQQQQAABBBBAAAEEEEAAAQQQQAABBBBIsACBcYIXh6khgAACCCCAAAIIIIAAAggggAACCCCAAAKDFCAwHqQ2YyGAAAIIIIAAAggggAACCCCAAAIIIIAAAgkWIDBO8OIwNQQQQAABBBBAAAEEEEAAAQQQQAABBBBAYJACBMaD1GYsBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgwQIExgleHKaGAAIIIIAAAggggAACCCCAAAIIIIAAAggMUoDAeJDajIUAAggggAACCCCAAAIIIIAAAggggAACCCRYgMA4wYvD1BBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgUEKEBgPUpuxEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBBAsQGCd4cZgaAggggAACCCCAAAIIIIAAAggggAACCCAwSAEC40FqMxYCCCCAAAIIIIAAAggggAACCCCAAAIIIJBgAQLjBC8OU0MAAQQQQAABBBBAAAEEEEAAAQQQQAABBAYpQGA8SG3GQgABBBBAAAEEEEAAAQQQQAABBBBAAAEEEixAYJzgxWFqCCCAAAIIIIAAAggggAACCCCAAAIIIIDAIAUIjAepzVgIIIAAAggggAACCCCAAAIIIIAAAggggECCBQiME7w4TA0BBBBAAAEEEEAAAQQQQAABBBBAAAEEEBikAIHxILUZCwEEEEAAAQQQQAABBBBAAAEEEEAAAQQQSLAAgXGCF4epIYAAAggggAACCCCAAAIIIIAAAggggAACgxQgMB6kNmMhgAACCCCAAAIIIIAAAggggAACCCCAAAIJFiAwTvDiMDUEEEAAAQQQQAABB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" style="width: 300px;" class="fr-fic fr-dib fr-draggable"></p><p><br></p><p><br></p><p>Where:</p><p>F0 = Future exchange rate</p><p>S0 = Current (spot) exchange rate</p><p>ia = Interest rate of the country of the quote currency</p><p>ib = Interest rate of the country of the base currency</p><p>The theory says that a trader should calculate the current currency pair rate and the interest rates of both countries to determine the future exchange rate of a currency pair.</p><p><br></p><p><strong>7. Balance Payment Theory</strong></p><p>This foreign exchange model determines future currency values by considering a country’s rate of imports and exports. The theory behind this method is that the domestic currency appreciates when it exports more than it imports and depreciates when the opposite occurs.</p>
<p id="isPasted"><strong>Ways to Predict Exchange Rates</strong></p><p>Many methods have been created to forecast currency price direction, check some of them below.</p><p><br></p><p><strong>1. Fundamental Analysis</strong></p><p>This forecast method includes all the factors mentioned above, such as monetary policy, domestic and foreign government policy, and global economic and political conditions. Knowing the factors that may affect a currency and constantly following economic releases and news, a trader has the potential to forecast its value.</p><p><br></p><p><strong>2. Technical Analysis</strong></p><p>This approach doesn’t consider the influence of external forces. Rather, it uses patterns discovered from historical price data and statistics to forecast future movement. Indicators, trendlines, …</p>
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