In the previous article, I noted that the food component of CPI -- along with various sub-parts of the component -- are at high levels. In addition, these levels are approaching readings that have preceded previous recession. Today, I want to look at grains, as these prices are a primary reason for the recent increase in food prices. Finally, I'll highlight the latest USDA crop forecast which shows an increasing supply of grains is coming, which will hopefully slow the inflationary pressures.
![](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhrn_LNV12K3fn-SWNfP7Aj-tObFEKChL3EVyBDRsj7y2_siI-wCBuMo6HytXl1lka-7obcoGRVCMWnZgG7c1_kYYsJoZ6cJf4nhk1BGgXN7X0uv5LDXTa69GaPGlsmn3Z4WuiVgth5FQKg/s640/Wheat.png)
Above is a 25 year chart of wheat. Notice that for the years 1987 to roughly 2007 (about 20 years), prices traded in a fairly tight range of 2.00/bushel to 5.00/bushel -- with the exception of a price spike in 1996. However, wheat prices are now in a different trading range. Before the last recession, we see a huge spike, with prices briefly getting to the $13/bushel area before dropping down. Then notice how prices spiked to over $8.00/bushel a few years ago. Now, prices are lower, but they are still above the $5.00 price top associated with the preceding 20 year period.
Corn prices show a similar pattern to wheat prices. However, their recent, secondary spike hasn't completely abated. This is due to the corn/ethanol relationship.
The soy chart is a bit between wheat and corn. First, we see a period of relative price stability for about a 20 year period from 1987 to 2007. During this time, we see a trading range of between $4.00 and $9.00. Then we see a massive spike preceding the last recession, a sell-off due to the recession and then a rise as the world's economies started back up. Prices have fallen from the recent increases, but they are still at high historical levels.
I've included rice because this is a base food element for SE Asia. Notice how this chart most closely resembles the charts associated with soy beans above.]
However, let's take a look at the last year's worth of pricing information from the grains markets.
Soybeans dropped sharply last fall, but have since rebounded. They are approaching the $13.00 level, which provided the floor for prices over the last summer.
Corn prices have also fallen from their spike last year, and are currently trading at a subdued price level.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAArwAAAJlCAIAAAC36bbzAAAgAElEQVR4nOy9f5Ac2WHf95xYciTzdoq0ULJhiX0SY+QsKjthIhxd4tUORDFg4pw9dWSMEu3iDixRsCz7dpiKDbtyIedSTFCGbXKkKhlXEKmdo5SFTkZpxwccEVC0r+8kIuAFEOaw4C2XQXYHP7xLnNbc4e0duEtC52/+eLM9Pe919+vueTPzXeB9agqY7el+8+nXP953+sdrAYfD4XA4HI4UiHELOBwOh8Ph2B240OBwOBwOhyMV4w8NN27cGLdCWg4fPnz48OFxW+wadkV17QpJh8PhIMEQGp5++mmh8fTTTx8+fFgI8dJLL8nRHn74YSFE0PwLIR5++GH55sCBA33f1z9Elh/+8+Ednn766ZTzkFsmK1lLCFfaww8/fPjw4eSEFC4/63fduHHj8OHDsuoOHDjw7LPPpp82kgMHDgSLJl/VZZqdNF8RN4+DLNnB1wqHw+F4cDCEhmefffZwCNkeP/vss88++6xMDwBu3Lgh20W5E3/ppZeEEPLXW0JoePrpp2WzFLRMMkAcOHAg+ChlbsgtkwmpJNv+lJME4x8+fDiYPGH8w4cPB7OcyfbGjRty0Rw4cCBYTOlTVyQDhgalusKzFonxKxLmMfeSzbFMHQ6H40Emw+mJoFHvTrnz/tlnn5W//OSeVzbhss1OCA3hFCI/CrdSkdMmzUZqmeBgRnBk4qWXXjpw4IDy4zX4RRscIZCq+azCFSjbOb18OYIeGvTjKLqAHCd8dCGo2MgviqsKWXvyME9caIisrhs3bsiBQQOsVFd41p599tmghOCrw18RmTAS5jFudhLmPZjTrMvU4XA4HmTShgb5kz28b5X7fewcM5C7bOzs3LulR6EUEox848aNYHcvDxik//2XXkbmieBHf3AoQh5Tkc2zfCMHypY+37GKuMyUpvzgvTSUjah8r596kO2fMlAezI/7IvlejhD+onBi0ENDZHUF9S+TQZrZCR9PCrflQVH6eZy4eYxbsgnzLouSX+cSg8PhcKQnVWiQv7OVXbn8ES9/Yj799NOyMUD/T2G5gz4QIiE0hL8usuWQzUxwFCFMehn5PviRKpuTQFI2LS+99JJsC2WOCZwjG5gEq7jQkKb88PugvZQNod6gxrV8CV+kV4VS+MOhg0AidMBAr67A8Nlnn5VfJL80cnbC3yJjTTCyLDYyMSTMY9zspJn35GIdDofDoWAODUFiCA4DBMPlr17ZWgCQf4rQ2fS4VjP4Uw8NwfkFveWQ7Y2IujIgq0zwvUGZAfKrgyPb4d/ikQ1MglXc7KcpP/xeNtUvvfTSw1HnJhD1K1y2lGm+KKgKZVkciDo9EVld2DlnEQxJCA2RMRGhg1JxoSFuHuNmJ+VCdKHB4XA40mMODXIvHHk1fnBWWO7l5c9E0X/nQqbQIEvId+V/Jpnge2V7HIwTTBs5YdYGRhk/uKYhTfnh9zISJSyIyPP9MmEYv0jJT2mONCjVBUAGFOwc8kmYHeVIgzwshJ0DAEFkTD+PcbOTciG60OBwOBzpMYSG4HD04RDBIYfg08g/kTE06N+V6fr/TDLh36MP71zTFzRLB3YOvAcNvJww8ohLAiLm7om48uNCA0LX+Ud+UdydBWm+KKiKNNc0RFYXQmkvfPVAuLqCEoJUIb8lOK6g5BI9G6W8e0IJDcnznmOZOhwOx4NMqtCgELTl4RsasdMehE/tZwoNQUMVkOknYCaZ8PfqtwMEF1UcCF1mL38Wx/0OjiQ8Lw+HLuCPKz8hNOizoxDZh0GaLwpXRTDO4f4bW8Ljp7l7IrgZ5OGo6w2DbzkQc/dEcAghzTwiPg4a512RdDgcDkcy5tMTDgbifn87HA6HwzEyXGjYBcgf/XHnJhwOh8PhGA0uNOwC5CUR7ry7w+FwOMaLCw0Oh8PhcDhS4UKDw+FwOByOVLjQ4HA4HA6HIxUuNDgcDofD4UgFXWjQu4VwOBwOh+OBZdzNch9cNgCEEKurWF3F17/+bfmG88Wjx2PC6cNmxWPC7+Z8dp0SiQ+JxuAv2SaOu1nug8sGLjTsZhNOHzYrHhN+N+ez65RIfEg0Bn/BhQYjLjTsXhNOHzYrHhN+N+ez65RIfEg0Bn/BhQYjSmiIO8ejV27ypwnj68ON4ygrZZrvVT6Vf0Z+e1aruM0jh1XWGkszZJBv15dpvhpLOaeZ5HPUm0LyaJHLPa5a4momZQ2E1yV9KuMXZV0cKdfMhLp6QBZHZLHki4OktSbRGPwFFxqMiND+S66s0F6DbJD6CPr2kzyOslKm3IDTGOazitw88lllqrG4IcGCMxZo3E/pfyZUY1yNpfmu9DWW45VvHU6wSmi6EmY5bqaS6y1T/Qy+WSkfDWPXL4QQl7UX3+JIs8WtRuW8YSyONOaBj/VFluNFojH4Cy40GLEYGoJ/kze/9B9FrpSDhAZl081nZQwNCa/ImkxfY5HlpAkNWcvUB2atsV0aGiJnJ0crlXLdVlqgNF+acpHdH6EhqJ/RLI4060B4kQ1vcaQfh6S1JtEY/AUXGozYDQ3Jm9MgW3KO0KAwiFV4nITQoBRlnK+EeYkrUB8ymtCQo8YSviv9cszxSr8OK6tHwlzro4XnOq6NMW44KUND8tJJXhw5theLy2I1S2jQHSLX7eEtjoTxk5WsL47045C01iQag7/gQoMRfWMYJDQkjKBsNpFb0WrUJqfsI9LvBJMNM1mFB8odvW6VPG2CVcoaS5gwZY0l74ASZjnfctQnzLEcc7zyrcMJq0pCzej/Ghdr+M/BQ4NxcUSWqS+OwGcYi2N4RxrsLo7IKlXeJ4cGu4sjzYIgaa1JNAZ/wYUGI/rGMKTQoI+sbycJG4nd0xOZrJRxLF7TkKnGIj8VQhg31+SZStbOXWPG/V3WnWP6V751WJ+vlDUT+SauwpU/rRxpSF4cmep5t4eGARdHmm3QeKTB4uJIsyBIWmsSjcFfcKHBiL4xDBIa9C1W/zPuo+QtZDShIdlKjDU0xA1Jv7km17CtGkvzXelrLMcr3zqcYJWplUr+IuVT66EhWd64ZrKFhlEujpRjZgoNuRdH+qVA0lqTaAz+ggsNRvSNIRK9cvVP9eiw2r+1RBaljxA5WvItl8Z9kLIHSW+lj5P+lsvIYvVKS19jcdPGLaPkmUq/TLPWWFz5xhqz8hIxJI+WUEVxdRX5JlPNpLnlMtkkzeJIWc8P+OKIE1BsEy6EtL440lQvSWtNojH4Cy40GAlWzcGXuvXdTfqVcqhfnclk9Fb5Ftyw3Xh2Ijwmes2ndBvZ6s1WVyPwyVq3Cbdc3q9VtIs0Bn/BhQYj90FoGPE2fB/s6EfgxrMT4THR6z+NG2cgvp98MtUwVWIYWRXtFo3BX3ChwYjF0PCArJQ8Jpw+bFY8JvxuzmfXKZH4kGgM/oILDUZcaNi9Jpw+bFY8JvxuzmfXKZH4kGgM/oILDUZcaNi9Jpw+bFY8JvxuzmfXKZH4kGgM/oILDUaU0DCMS531QtJf0qyvlMFF0WkudU4+ARk5vnGIvnkk19UgrzSLI7KzqWEvjoSSdavk6h1wARnLiasfhhfbrtb57DolEh8SjcFfcKHBSHgvv9rdKUO/y12p2cg9b1wrFTlQbwmSy1duj05WStMs6eOkGbJq2jzstklCiJMCyisyNIx4cRiLTVmZAy6gOGGlfoa3gAZ8se1qnc+uUyLxIdEY/AUXGoxYDA2rqZuH5FZKL2TVRmhI2RAaZ2SU93EMEhqGujgS5jd3aDAuoISpUoYGqsSwyrerdT67TonEh0Rj8BdcaDCSOzSEUT6KG1MZR/9X/zS8UuoNW7jYhB+vyW1bpLD+RWk2jzGGhhEvjoSZzRoa0i+g8BsXGpyPU+LxIdEY/AUXGozkDg2RNW5sHvTRlEnips39ezrBIfJLjWXGtdDDaJDSh4YRL464SkuY0MoCCgYme4aJ7ICc5MW2q3U+u06JxIdEY/AXXGgwMsbQEPcmskkeRmhIGCGhzIRupK2vwaMMDZkWh7GSrYSGNAsoTi9cP8NbQAO+2Ha1zmfXKZH4kGgM/kJUaFCGBDucTEPi2l/jaPdzaIjcy2dqpRK+SD89obwfvE1KWWbk5jGkBmmQ0DDUxZFc4SNbQGnqX7kahurFtqt1PrtOicSHRGPwF2IiQvhP5X2aIXGNb6rRUrXkIyQqNESg1Gzkp8MODfpXKG6RtgkmaUrQh4w4NBgXR9ZbLq0sDn18RSDlLZeDLyBj/bvQ4HzuYyUSHxKNwV8wHWnQ36cZEtf4phrN3IyPFiHE17/+7d3yymG7u2Zwd72s1K1bQO7lXu41xtcv/3IteMnfJHormfD+QQwN8s3y8vJ4TZIJ9BIqVyfTyFlNSBivT1wNp7QaxgLKZzIW2NycjxE2JRIfEg0rDCk0KIdjE4pVvz3XXAyRXRcaxg6PiYTNR8JjxWOiw+bmfIywKZH4kGhYwR1pMOBCQ1Z4TCRsPhIeKx4THTY352OETYnEh0TDCi40GHChISs8JhI2HwmPFY+JDpub8zHCpkTiQ6JhheTQAHfLpQsNWeExkbD5SHiseEx02NycjxE2JRIfEg0rjOBCq0xw2cCFhuzwmEjYfCQ8VjwmOmxuzscImxKJD4mGFVxoMOBCQ1Z4TCRsPhIeKx4THTY352OETYnEh0TDCi40GHChISs8JhI2HwmPFY+JDpub8zHCpkTiQ6JhBRcaDLjQkBUeEwmbj4THisdEh83N+RhhUyLxIdGwggsNBlxoyAqPiYTNR8JjxWOiw+bmfIywKZH4kGhYwYUGAy40ZIXHRMLmI+Gx4jHRYXNzPkbYlEh8SDSs4EKDARcassJjImHzkfBY8ZjosLk5HyNsSiQ+JBpWcKHBgAsNWeExkbD5SHiseEx02NycjxE2JRIfEg0ruNBgwIWGrPCYSNh8JDxWPCY6bG7OxwibEokPiYYVXGgw4EJDVnhMJGw+Eh4rHhMdNjfnY4RNicSHRMMKLjQYcKEhKzwmEjYfCY8Vj4kOm5vzMcKmROJDomEFFxoMuNCQFR4TCZuPhMeKx0SHzc35GGFTIvEh0bCCCw0GXGjICo+JhM1HwmPFY6LD5uZ8jLApkfiQaFjBhQYDLjRkhcdEwuYj4bHiMdFhc3M+RtiUSHxINKzgQoMBFxqywmMiYfOR8FjxmOiwuTkfI2xKJD4kGlZwocGACw1Z4TGRsPlIeKx4THTY3JyPETYlEh8SDSu40GDAhYas8JhI2HwkPFY8Jjpsbs7HCJsSiQ+JhhVcaDDgQkNWeEwkbD4SHiseEx02N+djhE2JxIdEwwouNBhwoSGShPWGraLYfCQ8VjwmOmxuzscImxKJD4mGFVxoMOBCQ5igNlxoGBAeKx4THTY352OETYnEh0TDCi40GHChIUBojMskE2w+Eh4rHhMdNjfnY4RNicSHRMMKLjQYcKEhQAghdpIDXGgYDB4rHhMdNjfnY4RNicSHRMMKLjQYcKEhwIUGi/BY8ZjosLk5HyNsSiQ+JBpWcKHBgAsNAXpoiFx72CqKzUfCY8VjosPm5nyMsCmR+JBoWMGFBgMuNAREhgZ9BWKrKDYfCY8Vj4kOm5vzMcKmROJDomEFFxoMuNAQEHF6giw07IojHxIeKx4THTY352OETYnEh0TDCspuVvn1GHmxfPK183FFpfXJNPYIcKEhQD3C4ELDAPBY8ZjosLk5HyNsSiQ+JBpWCO9m9ff6Tjhu/HyjRUyYftTR4EJDQBATsBMJXWjIDY8Vj4kOm5vzMcKmROJDomEFFxoMCCGWHcvLy8vLQUzovt8JDeP26kEl43A4HPcBQiPcPgZvwr8nlXMT+viRTW2a0SImTD/qaHBHGgJ2y5EGRYlzwfFY8ZjosLk5HyNsSiQ+JBpWUHaw4bgQOWZCyAjHCxcaRs19HxrSrEYuNOSAx0SHzc35GGFTIvEh0bBC3K44U2hIntyFhlHgQgNcaMgFj4kOm5vzMcKmROJDomGFuNY9LiK40ECKCw1woSEXPCY6bG7OxwibEokPiYYVIk9PKE2+cUhcyWlGU6fKNPYIcKEhwIUGi/BY8ZjosLk5HyNsSiQ+JBpWyNqoDxsuG7jQEHXpClxoGBgeKx4THTY352OETYnEh0TDCi40GHChIXIVoQ0N+gEuzgXHY8VjosPm5nyMsCmR+JBoWMGFBgMuNGQNDUNapTKcD3OhIQs8Jjpsbs7HCJsSiQ+JhhVcaDDgQkPkz3c5fJDQkPlqlzShAS40ZIbHRIfNzfkYYVMi8SHRsIILDQZcaAj/fleGjyY0KFcqhCdU3ocfjREM51xwPFY8Jjpsbs7HCJsSiQ+JhhVcaDDgQsOuCA19ZybchZBZ4DHRYXNzPkbYlEh8SDSs4EKDARcajKEhYni6YtMLwIWGocFjosPm5nyMsCmR+JBoWMGFBgMuNOym0NDvI99wLjgeKx4THTY352OETYnEh0TDCi40GHChYbyhQU8DCUMiv4JzwfFY8ZjosLk5HyNsSiQ+JBpWcKHBgAsN4w8N6Dv1EB0aND240JAOHhMdNjfnY4RNicSHRMMKLjQYEEJ8bPljjfUG+VK//0ODCIv04gJcaBgMHhMdNjfnY4RNicSHRMMKLjQYEEIsby+XlkqPXHmk2WmOWycWZaVMWK5ZF3ma0BD+aHihAVpScaFhcHhMdNjcnI8RNiUSHxINK7jQYKDXLAkhhKi0K517HeVTBoyhIRiSqVHXzwV02dgI2m/lxsusoSF5/DyhodMJl8y5ufJY8ZjosLk5HyNsSiQ+JBpW4Gn1JFw2kBXk+0FbVb1VFZdFaalUW63V79R5qi9laIho/mNQ2uO+SV54AT/7s72isocGoZE0Zkxo6J9+p5B2G0KgUgk+4dxceax4THTY3JyPETYlEh8SDSvwtHoSLhuEW9mddmt5e7nZaR69fbTSrgghvAXP3/THrYnl5eVwA6wsV615HSA0dDooFNBuB8UqVzYYCxf9kyX7JIcGZfFgbQ2ehy9/GfV68Cnn5spjxWOiw+bmfIywKZH4kGhYwYUGA70GSWvbggbLW/Bqq7UxCXbphgbtZ7j8NH0jHaCEht4HtRoqlV6xIw8NfXOnhIaJCTz1VE/DhYYU8JjosLk5HyNsSiQ+JBpWcKHBgBoams3e8J2hnXsdIcR4c4MSGpQT/1lDgxo9lMMMrVZ4tMjzBebCM4aG8JCIr5bjfPKTfaOlkBkXPDsRHhMdNjfnY4RNicSHRMMKbHtULhvooaFQwIkT8iqHcAMphCi+VnzhOy+MyzPhSEPO0BB1PwKOHsWTT/aNFhScunzV0GJo6J+wFxra7eT5HT08OxEeEx02N+djhE2JxIdEwwouNBhQQ0OrJYRAqSSEQLncjRGtlhBi6+2t/Yv7X3nrlbF4hkMDQi0r7IYGzwsOMyA5NLzvfbElB215qGlPbxIdGkKFnHj9hLxGte+jY8fAtLrz7ER4THTY3JyPETYlEh8SDSvw7EUlXDaIuqZBbY0ajeC9v+kXWoXW3ZaxWOvooUElclgMelMNAK0WikV1tJjQIIRAtWosWQwWGrpf5Hly4Mr2Svl6+aP/30ert6q11VrYB4cOoVDgWd15diI8Jjpsbs7HCJsSiQ+JhhV49qISLhtE3T2htI3ob/nqd+qlpdLoPVOGBvS39HGlRYeGWg21mj5mXGgQoUtA4koeJDSg2ZSJQR7p8Tf9iSsT4StLwj5TS1P//P/620KIt+Z+K74WRwfPToTHRIfNzfkYYVMi8SHRsIILDQayhgYAh5YPHb19dMSeKU9PYJDQUCyGz00EY0afnpD/el7Q1VJkyTlNrl0TQuDDH8bUlFQSQhRahXPfOadOu1P+/Ma8PPaw+Y7/ZPWVL8V93cjg2YnwmOiwuTkfI2xKJD4kGlZwocFAttDQagFob7fFZdHebo/SMy409BgwNLRa8DxltI17vX4ho09/zMyEL5zUS85j8uUvK5NUb1X3vLpHPysUveCE+PLP/VDkKaRRbgw8OxEeEx02N+djhE2JxIdEwwouNBhQW8Hk0DA1JaeqrdYq7cooPSNDA7QjAcgdGmq18DUKa99fk51jKuUXXysKIQqtghCitlq7ufQyCoXwwYZeyWtryBEa/uAPsGePPNLQ3m6f+vYpb8GrtCtr31uLnrY/NMj3b/zYO//6b/6w3iWXCw1ssLk5HyNsSiQ+JBpWcKHBQF8yCA2JDg3FYnAWf9+1ffMb8yPzVEJD2N9OaNi/H+e6B//9Tf/dV99dW62tfW9NKb91tyV2Oq6otCt7Xt3zrb/94fCVEL2S3/tePPpoNpNmE0LglVeanaYQwlvwHvvGYwlPEetfUOp7IcSVu1fUuhoVPDsRHhMdNjfnY4RNicSHRMMKLjQYUEKD3v50OqHQ0GigVJITNtYbo7wicrihodkM7pto3W2JyyI4vK+XLzePcNv8/YkfDj9ESo757/+Lv3B1+mczmNTreOc73/y3Z4/ePuoteMkrbqeDVivhtMnOwMui0q586Ttf6s3LqODZifCY6LC5OR8jbEokPiQaVnChwYBsXJpNCCEaDSiN0J49KBR6A+t1vP3jHnxfTlt8rTiyx1KkDw3hgXGlqUWVSmg0um+XSvU79YTyw6FB/veJ/1Vc+9TfUUo++keH5MM7Upr8xx/8wf/zi39bXBYzN2cQs+KurKBWg+dBHvTpywc7iy28vJbWvlZbrXlXveqtalyZQ4JnJ8JjosPm5nyMsCmR+JBoWEFvYkT/PjzNkLiS04ymTpVp7BEg56FchhCiUunN1fx8r5vBoBGansYnRf3/2VuWNxk01hvl6+XReFoMDUIZ3/eDwwzH1o4dWj6UXL4eGvxNf/Zj73jmV3/0xOsn4kye/urhWBkIIcTTvyyqt6pxl5cuLqJSgRCoVHDlSt/kSmhot3sD/R/7O9Uqfv2ZrQOXy+XrZRca2GBzcz5G2JRIfEg0rKCkAeV9miGZijX7pB91NATBp6+d08YJ2uBOB2+80/vAn28dOYJOByN7BmZCaFBDQNbQUC7Lwwydex2966o0oQHA2vfX1j/w3hcO/eU4EyFEaam0cW8jQgZCCPGVN76iq66toV5HqYQ9e1CrKXd3Ruj1FqUQQoith/Z8s/i3funvbHke3vlrFSHE0sqWqabtwLMT4THRYXNzPkbYlEh8SDSs4EKDAdnSLIdQ/pRDEBptY2bm3/+Pf/cXfuGNRx7Z/sS/q33o6oeWR0LQNEYMD33UvnJFEY4YeYfVubnv7927sri4vLw88/WZw9cO6+Ojv/xwOcq3vPnhDytjhkPDv/37j73rj991fPF48kwtLq4cP/76/v3ffeiht4XARz6y+cwz30qoEyU0LPcvrzcOHYIQN33/7NnbQghxsvTEE5tnz95OqGeHw+F4cBAa4fYx3FDChQaE6mJ5Jyrq86NW6E6XBo0GhMBf+L9HcbBhOeZIg6KH557Du98dtJp6OWohO1czxHU+obTKUCpK+xal/HBoQKHQ+lK9tFQqLZXOfedc627rTOdMMH6r1T2oIATKZcjTQ1um4wJ6aIgQO35cdkIlhKh888hfPVcuFCAPFA2PZZpfHjwmOmxuzscImxKJD4mGFSJ26aFwkDI06CnkvgoN8k1CaIB+S0KpJO+99H38pf+5/pPNoV/ZkBwauv/WaiiVEPqpHT0jQSGhm0Gqt6ryasGIwkMz32rh+PHXq1XIq0DkR90bTPpPfLz73d1rSAO+8U8a2LsXQP1O/ScWfkJ2+RCMv28fqlU0m9na8jShoVsz5e41DeXr5V+5Xj16FJ6Hz342w3dlgmcnwmOiw+bmfIywKZH4kGhYIa5FzxQakot9IENDo4FyNyh0OnjoheJ//onY7gRseZpDw2OP9YbI0bVVuVdIpwOveyfIlbtXJq5MKB0odTo4dUptlYtFPPHEZq2G+fnwUQSInYtJgzEXF9HpQF6WGPBrYubWD+37p7/S+fVntur1/mMkg1RLfzkRoQHA9LR807nXKb5WbKw3fB/790c+dcsCPDsRHhMdNjfnY4RNicSHRMMKca27Cw1d9NAQN1qojRQAUCgE91c01hs/Ml+qVIZoaAgN7bYQInhyRJ/qtWvqjMh/ZmYwMwOgc6/jLXjhPpR8Hx/8YPc0Qag17n515OkJsXPbqi4ZrrpOB7c/Wv2TvcVP/63FAeOCUj/qED00hKpo8buL4rK4+OZFAOUyhrHgeHYiPCY6bG7OxwibEokPiYYVlD2qvqNOMySu5Bz7/N0aGqC0xACOHEG915/Bvmv7Jn/xRe0hkdYMDaGhWg3/ZO5TLRTCj6HqFbLT/XP5ejl8YqJehxA4caJ3miBlaEiQVKuuVkuYnXz1E/l1yghC5iA5m6GnlU5NBYOtwbMT4THRYXNzPkbYlEh8SDSsMPg+2S5cNhgkNDSbwQUBAKq3qjNfr3ke5m13LZ0qNGgPgOipyssLQx/1emAEPvXvPzW1NBV8Oj2NUkl91KX90JA4O1nJFhpCHYGXr5eDB23/zM9YPk/BsxPhMdFhc3M+RtiUSHxINKzgQoOB/KEBCDfV/qZffK3o+8oPe2uGsa1sp4NyOeikMlr10CFMTwcfBYXUVmvBr+2tLZRKOHIk1iEhNESS5GM1NOgLTkkzqtjkpBxt495G+OGZpRIsHiji2YnwmOiwuTkfI2xKJD4kGlZwocHAQKGhUgl6XwbgLXitu616Pehf0Y5eUnu8toZiEc89F56k73nWwcjlsvwpHTTV9Tv1J292n2rt+5icTGoy40JDTykqK4QnH2do6Ps2Ee4zu36nHvTpubYGz8Ps7IA6sVbjgsdEh83N+RhhUyLxIdGwggsNBvKFhu5UoXsoAFRvVeXh7ueew+OP2zneEGrrtPZ1YwNC4Dd/Mzysdbf1s9/42bBqr+uFUgkf/WhQlEwM7TaOHIHn4cQJk8bOXIcrKmiY1ZrRJicKDb4vu9mQyKgn37daKBSC0w1eZkMAACAASURBVBeWrcYFj4kOm5vzMcKmROJDomEFFxoMZAoNfW0PgE4HofqVZyi6730IgWPHBu1BKCk0VCry9oeAZqdZaBW6D4AIUWlXWndb2NrCBz8YFPXylQ35NIf+MswkhYaYEKCninGGBgDlcnARa/hgA4D5eUxMWAh8PDsRHhMdNjfnY4RNicSHRMMKLjQYSB8aoPfWgF4vTxLvau9na7uNQ4dQKGBmpvfsqxx60aFhp1fKgNn12R/44x/49B/93pNPolrtUw347J3PBkPjnuZgJKGRNoYG9VKDcYWGxUVMTAT9TYYPNgCQJ5gGTHs8OxEeEx02N+djhE2JxIdEwwouNBgYNDTU68E1hgidoQhotzEzg0JBv1oxrV645e99EPqtDODsmi8ui3f94ueLRRw7BqXfpKCMH/71Q4M31bsoNPTNvLLg+g82TK9Mh0uQXV7atRoXPCY6bG7OxwibEokPiYYVXGgwkCk0QLudD+02CoXg09bdlrfgRU544gSKRZRK2e7J7GvzAs6dw/79ALa24Puo/rP2n/mSV/qXjfBB9aBtDjsvLvZd0piPfKGhv/nu+zu3idknITT4vQeCd+51xGXRudd3bKFcznziJtlqXPCY6LC5OR8jbEokPiQaVnChwcCgoQG9R0tLiq8VE55f1Whg/36Uy7hyJa1eRGgol9vVurwi4b/5WOvHzk391jdfiPDUQkO4wFRfH0WO0ID+gzQjCA36t0QsuNCppUq7Ur9TV8rZuePEjtW44DHRYXNzPkbYlEh8SDSs4EKDAQuhob+Xp9pqLfLJT2HqdXgePA/T04ZHNOmh4eLvtt/6s4X/8sc7tVr3rERkRmEODcGfQwoNytfFhobQzS/hi1jDPP54zuMNPDsRHhMdNjfnY4RNicSHRMMKLjQYsBAa0PccivZ2u9Aq6BPqKA+DjrzTL9zm+T7KZTzzo7XrH6gA8Df9/Yv7w1fw6fPFHhr0mrThE/7GSHojeV5wp0TxtWL4ARzhUXLchMmzE+Ex0WFzcz5G2JRIfEg0rOBCgwE7oaFaDXeNVFoqRTY/ccjnSZZKmJhAqYSjR3uXTIZDQ7c3Bc+D7zc7TW/B6/XBEDNfbKFBhDRgae1MWHDKt0R8aa2Go0flW+XeywDZrUPWmyl4diI8Jjpsbs7HCJsSiQ+JhhVcaDBgJzRcuYK9e4O/jq0de/z64zlk1tbQbKJWQ7GIn/gJeJ52eqLZRKnUutuKOysRYRtzYWAOPYnxGgKDSdSfg5ApNKiSrZZyOeTK1opeTq2W+UmYPDsRHhMdNjfnY4RNicSHRMMKLjQYsBMaAHheuDeGSrtSaVcGEfvqV9Fua6GhXMaJE/uu7ZtdT9Xd8WhCA1KEgMgRRhMawn9GLL7QGQr9jtmAyclsPUzz7ER4THTY3JyPETYlEh8SDSu40GAgd2hQf1X330MBoLRUqqxUBtfrCw2Fwj+99ivp40jQVPcfChhDaAiPZpd8oaH3UejUUsIds74fvnBlIKsRw2Oiw+bmfIywKZH4kGhYwYUGAzlCQ/QP1npduT9v6+2t9379vVNLU2vfWxtET37T8vIyms31D7zXW/CUHgWSJ1e0xxsahkH60ID+zNcdFOqwAYnXo9RqGXp84tmJ8JjosLk5HyNsSiQ+JBpWcKHBQNbQgLij3L4fvvEyoLZaE0LofQBk+K6d0HBv5h/8b//4nfMbGTqHCocG9EeHfD7YVaFBJyI0oO/UUmO9ETwuXCf9SQqenQiPiQ6bm/MxwqZE4kOiYQUXGgxYCw39D69Sxi8tlfYv7k9z6WLEd+2Ehs5fLnzqS38jawlBObDUtGf6ZT8CLISGajXcJ3f4ASIK8iRFmjspeHYiPCY6bG7OxwibEokPiYYVXGgwYC00ACgWIx+PGDTVhVYh7jq7uOUUfNPlf/OFV/+KSLjHMqX5IJNL7pvQ0LM9dw5TU8E4yd1zVaup7qTg2YnwmOiwuTkfI2xKJD4kGlZwocGAzdBQqYR/sCpfIYRob7fL18tTS1P6RQnG0PDM3/vRi7/0/pSGCeYDloDdHxoiFl//USLZPVfChSPForm7J56dCI+JDpub8zHCpkTiQ6JhBRcaDNgMDY1G5I9Q5aTAsbVjxdeKa99f08eJ/i4IIcQ39/1QnqdkRpkMyK4ODYhbfP2POI98FEXAuXPm7p54diI8Jjpsbs7HCJsSiQ+JhhVcaDCQIzQgrreGUE9B+leER26sN/a8uqe0VDq0fKh+p9662zKGhj9917vS6w0Vts3DTmio1cI3v8Q9iiKgWjU8y4qnlnhMdNjcnI8RNiUSHxINK7jQYMBmaAAiL5MLnUPvjf/VN7/qb/qz67PVW9Xia0UhRG21tvjdxfZ2OxjN3/SD9u3148ezztqQYNs8BgkNvSXSf+Ml4h9FIel0ZHfe1qyGB4+JDpub8zHCpkTiQ6JhBRcaDFgODVNTmFdviYw9nRF1J6S34AmFoJ8GDnhMJAOGht5C6Q98s+uzB795MKGcEyewf781q+HBY6LD5uZ8jLApkfiQaFjBhQYDlkNDrRZ+clUwcuT4WjDQo4ILDWYGOj0RXijak0aTDzYg8U4KnlriMdFhc3M+RtiUSHxINKzgQoMBy6EhqounpNCAcDDoSwkuNKQkX2iIWChan57NTjP5ygYApZKeEvNYDQ8eEx02N+djhE2JxIdEwwpxP26VPyMHGktOM5o6VaaxR0Du0BDMvFoFQiiXNbjQMFRyhAZELpSLFzE5qYxcWio11hsJpa2twfMiuonkqSUeEx02N+djhE2JxIdEwwrhdkp/rzf5cePnGy1iwvSjjoZ8oQH9bU9fFfTfvId0oaEvOrjQkAVroQHqo0oBXHzzonfVSy6w1UKhoPbcwFNLPCY6bG7OxwibEokPiYYVXGgwINvjHMgJg4YnGL4xM/Odw4eVMfXRusN3AkGa0OCwgl7hwUebH/nI+lNPKeM/0npkbmkuucxnnvnWQw+9ffbsbeu2DofDMVSEhtJEhgfqoz2IoUG+Wc77g1X9tardvKf8qO2rffQGKqEhtGS6DVv+mbQKj4kkn4+yULo0m/qDLJN7lQ6QN1NsbQ1kNQx4THTY3JyPETYlEh8SDSvEte56S6+0aFBat/544UJDfGiAellDZGgIBwLEhAb4vgsNRpJ9NttY9bHUwEIdXzuKC1W8OA2/0lfTl2pYmsWqj60bEU8dk71KpzEJdy/NU0s8Jjpsbs7HCJsSiQ+JhhWshIb0xZp90o86GoYSGkKXNYhkZGhoNPTQ0JvchYZEpM8bK2g3cakGv4LzZZyexJyHkwJzHp6fgl/BhSou1bBQx9IslhpqaHhxGmdKmJ3AnT9XeuWnmheqWGpgvYXtDgCUlkrJ915Kms3eMSaeWuIx0WFzcz5G2JRIfEg0rJAcGtIMyVSs2Sf9qKMhd2joTa6HhhdewJEj8mBD35GDVqs3fjgflEqYnVWTxE75Ep6VksRk1cfVOi5U8Xv7v9soYM7DmRK+dhRLDbSbWG9hs500eTg0hIdvfar+5kerC3X4FZyehCz5n/yzxgf/XXk7xROxy+XuM8tIaglMJjpsbs7HCJsSiQ+JhhWUXWKvXcoyJK7kNKOpU2UaewQMJTQAeO45eSteLwQ89hiKxejQECpNHziI3jAYo8mqj0s1nJ7ESYEzJVyYwUIdF098KzkfRBIXGtBqwfPCAzYW8dVf74jL4l/9pc7zU1ioYz3i+eddfB979mBryy2vVLC5OR8jbEokPiQaVsjaqA8bLhvYCw0RFe37eOyxuCMHSaEhqjSelXLEJpttLDXw4jQaBZyexKUaVn0LPkpV91W456Gl5oLy9XJjvbEyjwtVzHldk8j0IJ9l9cAur0ywuTkfI2xKJD4kGlZwocHAEEPDzgiRySAyNCTAs1KOwGSzjaXZ3gmC82Vcrceebsi/4OI626hW9V4em51maakU/Lnqd9PDnIcXp7HU6Ol1OigUcPbs7RxWw4BnzdFhc3M+RtiUSHxINKzgQoMBFxqyMiSTt9bQbuJCtRsUXpzGQh13Lg7XpxcdwktQu2lWUmgV2tttZWCQb+Y8/O4+LDUAoF7Ho49+N7eVXXjWHB02N+djhE2JxIdEwwouNBgYamgQUcnAhYYw3csUipidwPmy4YoB6z7RoQFAoaB0DQmg0q7U79QTSlt9EefLmJ3AhSr+65/eOnEit5dNeNYcHTY352OETYnEh0TDCi40GHChISu5TbY7WG+h3cRCHRdmurc4ni5GXKYwGh8khIZKpXsXRAh/0zc+vwrAxiIu1fDpH/pTIfB7/8hwE8cI4FlzdNjcnI8RNiUSHxINK7jQYMBuaFCqW4SInur+DQ3ydMOlGr5yqJsP5JWM58u4UMXVOlZ9vLU2Op9IYkNDs6k/rRSAt+C17qY6ErK8vPwvnsR73tm9JmNlPrfjoPCsOTpsbs7HCJsSiQ+JhhVcaDAweGjQUT5Kmur+Cg33tvpON5wp4UJ1p7PFFJ0cWPcxEhsaEH2GorZam7k5k95qehr/4O9hqYHnp9Ao4MLMQMdU8sGz5uirOo+bxPkYYVMi8SHRsIILDQYGDA1QzkEooSE+E9wHoWG70+2hWR5OOF3sdp8w4OmG3D45SAoNjz+uP/G6dbflLXjprTodeF63d9DNdjdOzXmxt2sOg7GvOeEtQvlo7G4KzscImxKJD4mGFVxoMDB4aEA4H2QNDTGHInRIVsr1Fl58av18GXMeGoVuD83y2Q0jawUVhhUawp1Chyi+VvQ3/fRWzabSWRTWW93bNef3jyI9jH3NUUJD+N+xuyk4HyNsSiQ+JBpWcKHBwLhCQ1bGuFK+sYKFOs6X0SjgdBHPP7G51MAbK+PSURlWaEDfM0QC6nfqlXYlk9X0NGaizmncPNe9xfSkwOlJ+JXupR52GfvuzIWG3LD5gE+JxIdEwwouNBhwoSGSOxdxqdY9Ez/nwa/g+qnujQBsm8cQQ0PU5ZApH3oZtgqfpIhjvYWlRvemEpkhLlSxMm/h5ouxL6+gknXG7qbgfIywKZH4kGhYwYUGAy40hJEHFU4X8dw+XKji5jnoT2li2zwG9wkWXMTCCj/uegfZpXQmK9+PvLAyllW/e3Rnzuu7pDTHuYzxLi89KIQH3X/rkl3YfMCnROJDomEFFxoMuNAgWfXhV3BSwK8YjpCzbR7DDQ3z85iaUobNrs+Wr5ezWh09irJhomjeWOlmiBenQxlipu/h3ZlMRkl4K1DTw7jddJyPETYlEh8SDSu40GDAWmgI/YrqDaQPDfIOSfkEpoV6qhsj2TaP4YYGAELIp5yHiexS2mhVLusPtcjMVqf7WHD5bI6TAnNeX+8XyuUmPKEhGILsFwKPhvtv3bYOmxKJD4mGFag2SdyvoQH9/Tz2hrCGhnYTF2Yw53U7ZMx00Jtt8xh6aCiX9TMUxi6lI606HRSLaDTyq0ay2cbKfK+fTfkYLfmUr1Uf32i1LX9fasJROjwQUdsLA/ffum0dNiUSHxINK1BtkriPQwO06+l4QoPsv1l2qCCvsztTwtXsT3kY3GQYDD001OuoVpVhxi6l46wWFyEEfD+nakrk88RlhvjCO/5UXs16poSvHMKlGtrNEd384kLDgLD5gE+JxIdEwwpUmyRcaMhNJj350/NSDS8c7HaoIPtvlt0uDdg5I9vmYWXBJR0tb7UiO2xI7lI6warRiCxvWCwvL293uhdGLM3iQrV7NEJ2szHUnrhcaBgQNh/wKZH4kGhYgWqThAsNuTHqbXWw1IBfwexE9+j0pZqde/aymowYKz6GNiymS+nqLfUIREqrahWVSg7NPMSZyA495Y218uBT+osrjfSnMBcacsLmAz4lEh8SDStQbZJ4cEJD5O5yEOL01lu4Wu8+Eep8GSPodolt8xhFaCiX9SsRLr550bvq5bbat09/juZQSFk/qz6uHOteXNkodO/ReHEal2pYamDVx3rLfIyqLzGHz/q40JALNh/wKZH4kGhYgWqThAsNuVH0VubhV7qXvL04jXZix0F2Yds8RhEaGo3IIwOVdqW2Wstn1WrB8+xfFJnDJBJ5j8bSLC7V4Ffw/FT3IWQnBb64B6eL8Cv42tFuD+JLDazM9wLCqq+GhqUGFuq4VMOlGoQQfqWvwuXwhTqWZtFuYtUf2/PE78t12y5sSiQ+JBpWcKHBwC4KDdsdLM3ifBknBZ6fwkJ9PH05s20etnySQkO7rT5AQg7ebovLIvLeyzRWMjd85jNZTbNhfXl1L49o4MoxXKrhxWn4FZwvI5wSlNDgV3Ch2g0NV+tYaqihQQhxoYoXp3G+jOenMOd1byWVRzsW6kM50aZzv67bFmFTIvEh0bCCCw0G+EOD7Njn9z/01knRPQEx+CnnQWDbPEYRGgB4HloRlz3WVmuRj6JIabW2hn378L73DfF+ipEtr3BK6AsFepW+8opyaCey2mU6uVrHhWr30SeyR/OFITyhQ3K/rtsWYVMi8SHRsIILDQbYQsN6q3vP/deO4kype+PDhSr+8Pjr480KAWybx4hCQ7UaeQ3C1ttb3lVPf+5lJqtGA56HchkXL6afKC10oaHRQKHQ/3lMttDoPqGj2r3wwvrdH/frum0RNiUSHxINK7jQYGBcoSG4Be5SDefLOD3ZOyQre/e7cgztZu+gAs9KyWMiGVFoaDbjeoFudpp6nw05rOp17NmDalXvf3IguELD/DwmJmQ46gsNcuqVFaTeZ213sDKPC9XuY9XOl7E0O+gpjPt13bYImxKJD4mGFVxoMDB4aNjqYLON9VZsaJDJ4MVpnCn1riYLztfKq9PvXDTs73hWSh4TyYhCQ6eD+G1JvyIyn1Wng2oVnofZ2RxTRzP20NAbw/cR6tkqIjR4HlqtHPus7Q6WGnhxuntk7lINd3Ids7lf122LsCmR+JBoWMGFBgOZQkO42395uVaj0E0Apyd7O8GT/fvObjKYTXvfWiQ8KyWPiWREoQFAqRT3fGv5vOzwSYpBrHwfk5OoVOwcchjN8uoPC/1RQCIvJg3dLhIRGk6dkmcuBjFZ9XGhit/dhzMlLGXMXvfrum0RNiUSHxINK7jQYMAYGrY7aDfx8pHuQYKgDxx5Y1j4OoNgJ7jdGV0/DaOHx0QyutBQq+n9SQeceP3E49cft2hVq2FiwkJfDqMPDfqfAPDYY8rMRIQGAL/xG0IIrK0NrtRudi+fvFBNe93D/bpuW4RNicSHRMMKyj6wt41mGRJXcprR1KkyjT0C4kKD7GBRdpYnn/1jfFJDuNVxoWFkjC40+H5C/8/yYINdq4sXUS53u4HKfdRhnKEhqM96HaWSPokSGoJp9ZFzs9nGpRpOT6Z6Ntv9um5bhE2JxIdEwwpKGlDepxmSqVizT/pRR4MSGrY7uH6q2xfC+TJW5jMW5ULDyLEeGpIWWVR/0gGlpVKz07RrBcD3UalACBw5kic6jCs0BP+i3UahoN+wGhkaun+VStb7y1z1d57sOolLtehLiO7XddsibEokPiQaVnChwYAQYnl5eanV/sPjr89/6K2TAr//obf+6Pjr32i1lzMS7Prk+2BXmLUcx1gIt1zK8OD95hNPvH78eFwJT7321EcWPjIkvVar/Q//4bcfeujtp55ab2VfOYdN5Aov37/1oQ/9h3/0jyIniboEQgghbp89+/ZDD918+eVhqF6aWz3zkc3feujt3Fu6w3E/ITSUJjI80IUGCCGufg4nBZp//c0B+00K9npwRxpGiC2fcKOlDg9oNOJuvATQ3m57C55dK4VWC4cOQQjMzET2NRXBaJZX5Aov5L0SUZ1pIlTh9Tt1JTQAQK2G6emhOgf9q16oYmMRuH/XbYuwKZH4kGhYwcqRBj2F3Feh4dvXAJrOneLgWSl5TCQjDQ2dDgoFdcoQxdeK8h6KodZSu41aDZ6HgwfRaBjOWYxgecX9TBHyREPUAzbK18vB+JV2RQkN1VvVzr1O5EkN67y1hku17vPeLp741rC/LhNs2xr4lEh8SDSsYCU0pC/W7JN+1NEQ2FsMDaHdpwsNQ8diaIht+cJreamU0Odz8Lzs0dTS7CzKZQiBchm1GuajLsGxbqKv0nGruoi5pLF8vfwvvvUv/E1fCNG514FW+UIIb8G7+n/83YTjOtZZauB3J7dOF7HUGNl3GmDb1sCnROJDomEFFxoMDCk0wIWGUWHRJ7zswkP6kkTijZetuy35vOxR1lKng1OnUKthagqFAh5/vC/VSBNb62FkUUmhQQsyn179tMxVCNVSsPcJ6t/f9Pde3fsnP7U3rm+MYbC8vCxv1JzzcKk2ngfCKT5jNtBgUyLxIdGwgrIhR/6OMg6JKznNaOpUmcYeAS40ZIXHRDK80BBelr0k0Wol3HiJnXsoxlVL7TZmZ+F5qFSwGDpPP4bQUKvpY3569dMzN2cArKyg1cLc3Gq9Lg+WCM/rq/96HUKIT33mx68/uteWuZFgqd25iAvV7jmLTLdQDcmHBzYlEh8SDStY3FdYgcsGLjRkh8dEYj00qCihAYDnJdx4Wb9Tr7QrY68l2TdUpYKzZ2+3WhBCdDrY2LBQctwPkb7h8iv7xywtlaq3qr6Pchl79qBYxOTkVrWKRgOLi2i3+0JDtQohxI//1c7Xfuov/Hr1p7e2LJgb0ZfaUqPbx8OC5TtAc/qMHTYlEh8SDSu40GDAhYas8JhIhnTOXl2I4SawUknoRaBzryMui9b1oV/BZ2RrC/U6Hn74e8UihBCFAiYmUC5HXpiYgaAe1HAVplxWqujgNw8eeGGmVMLkZO8TZdlFZrZn/l7rjf/sB37yxF/557829OAQty6t+jhfxuwELlRHes6CbVsDnxKJD4mGFVxoMGA3NPT/OnWhYRQMPTSEFmh3jPl5HDyYUEL5evn44nG7VrnR78Mul7sHIU6dylaUEhHCVdM33okT2L8/PGDq+eoPnSiXy+r1CXpogFb/AFCrfflvvPtHn6lMTSVchGqB5HVpY7F7zuJ0ERdmbD6SO5/PWGBTIvEh0bCCCw0GLIYGxLU3NuBZKXlMJGMIDQCESLjTsdlpPvrqo3atctMNDf3HS1ZWUK9jagrlcobnPPQn4r6q6Y3UbIZvlazX8c5frU+8UDzrR1RX2tAAwPN+cfYnP/6vG4WC/aeHx/nEserjUg2nizg9iYX6QJ27WPEZJWxKJD4kGlZwocHAkEKDxbgg4VkpeUwk4wkNpqP8e/9478U3cz2eeWCUFS8yNATU6xACtZraDEeuvUpoiDic1mqhUECzubiIahUTE/j5T53785cnWnejT9ZkCA212u2//1FvwbvxHzqy5AFPsqTxMbLqw6/gpMCL02gP4SYPtm0NfEokPiQaVnChwcAwQgOGUO88KyWPiWRIPv2/prXmNrFrSABPvfZU+fro+hiQhBvdgOTQAGBxEZUKCgUcO9brSylPaNjaeuOR/b/3cyeKRezZg1oNX3ut4y14jfVGnHDksosODa0WPG/m5syh5UMALl5EqYRyOeGC1DzkW5e2O7hax5lS90ZN45Pthu0zVNiUSHxINKzgQoMBu6FBL9YWPCslj4lkeD7h40Zqc2vqGnJ5ebn4WjF4ftVoyBcaJK0WjhyB52Hfvu49kPKmhvARiITQUKvhl97jf/OHirVa77KD8vVybbWWIJyw7CJsSyU0m6WlUv1O90JKeZjk2LGEb8jGgOvSegsXqvjiHpwpYamBrYFPW7Bta+BTIvEh0bCCCw0GXGjICo+JZNihAZENGLptWIJVY71RWioNyS2SQUJDwMWLaDYhhKhUsG8fCgUIgYmJiFsbwqFhZgadYl+P0UdvHzUea8kWGup1VCryEeSyr24ArRamplCpJH9PWmytS7KHqJMCfmWg6yXZtjXwKZH4kGhYwYUGA0MKDdbh0eMxkYzAJ7q5rdcTGitpNbU0Nbs+a+Hbs4yZEBrEzlwYy1RGUI8x6Lek+n64z6tPtD+RJjBlCw2djrz+dH5j3rvqyf6nJdUqSiWsDHwzpN116Y0VLNRxejL/aQu2bQ18SiQ+JBpWcKHBgAsNWeExkYwtNHzlK9i3DzG9DkmrZqdZfC2p+8i0355lzOTQgHQX6ipFhUNDb4TwwIMH8dnPyo8+eeuT3lVv4565J6k0oaHP89Ah2clD9Va10q6Ex6/XsWfPoF1OD2ldWm/hwgzmPJyexKVahmMPbNsa+JRIfEg0rOBCgwEXGrLCYyIZW2gAUK3GXQ4ZWMlepQf99nSjRaaByNBgPE+ROTTs1ENttVZ8rbj2/VT3cWYODaHjGeGLGyTz893LOXMz7HUpuFdzzoNfMXdQzbatgU+JxIdEwwouNBhwoSErPCaScYYGAOVy5EmKwKrZaea4siH8XfqZgrhJwskgbDJgaAiFkfjQ0OkAmLk5856F94RPHCSTOTSgdylJ625LXBbKzZztNqamEh4olt/HLvLMxfNTaBRwYSb2dk22bQ18SiQ+JBpWcKHBgAsNWeExkYw5NGxtwfPwyU+if2MLW+W4jWLA0KCYWAgNMIUGoH6nvvfq3vSJAabQEKb3QbMZPG67fqceGcjKZXzuc+ktUvkMic02LtVwpoSTAufLWKj3XfrAtq2BT4nEh0TDCi40GHChISs8JpIxhwYAa2vwPNTrcaFhdn12amkq7Rf1v9EHGkNDoCr/tRkaQlMpoeFM50yhVYjrxCmO5GUXKr5ftVgMbuustCvBg7bDHDmCz38+k4vZZ6hsd7AyD7+COQ+ni90LJ9m2NTyQm38aSDSs4EKDARcassJjIhl/aADQbuNHfiQuNAAoLZUS+jhC1DUEykf6OMrkaUJD2tmJDw1y3uD7oRAhhBDeVe/ad68lFBhJztBw4kRwCcXW21v7ru2b34i4OqBUSnisWB6fkbHq48IMThfxxb3fv1AdxUMu0kNSRQEkPiQaVnChwYALDVnhMZFQhAYAv32MsQAAIABJREFUJ08mhAZ/0/cWPMNXJIYGESJy8v5GfKDQIOLB2hre/W78zM/gJ34i/H05EgNyhwYAnhf0Xhl3i8qVK5iYwLzpYsP0PqPn1bO3gwsnL1TNF06OALYqIvEh0bCCCw0GXGjICo+JhCU0dDoJoQFApV1J6B4xVWiIus4R+un/hNCwvJxmdnrj9xclhECxGPx+T84xaTAuu9BM939FrRa+/rR8vazcSSFpNiFEhgdj0q7b663ehZNfOYSlxhCfkpVSiQQSHxINK7jQYMCFhqzwmEhYQoMcbefnr2518c2LE1cmVrYjeiDSW9+UoUH/SKcvNLzvfSiXc4SG3tdVq/6m31hv1FZrQojqreogu5isoaH3XbIb750nT7TutgqtQuQ1mI0GPA8vv2zHZ8ToPtsdLM3ifBmNAp6fytbrw5CUxguJD4mGFVxoMOBCQ1Z4TCRcoWHnV3ikVdzV/nGtfq9YLTQo/0Z/pIWG7536bTQavdm5Fn1OQfHpDn3ySZTL8hYJedREbcizkyY0hDX6vqtWC99bOXNz5siNI5GF+D727cPSkgWfEZPsc/McLtUwvx+NwrAes5lVafSQ+JBoWMGFBgMuNGSFx0TCFRp2LtCLs4q82l8PDeGv05OB3pSqFyr2/0bvjXBZeAte8NfqT/9FRHmqBQL4m3/zO//DgfL1cmmpFHT1OILQgKgLLLofrKxAiPADtbwFL+7WVt+H52Fx0YLPKEnps9nuPmZzdgLDvnByl1bRsCHRsIILDQZcaMgKj4mEKzTsPPoywWry65MnXj+hTJhwS2R0aIg5H3H3C/8KQtz9wr+KDA2vvPVKe7sd/ugb7//RyBkJXzj5/cf/+5X3v7vQKhxbO6aMllwhRrKGBnUpVKvhgw3NTjPhatN6HZ5nuL5ht6/bb6z0epy0+5Du3ErDhsSHRMMKLjQYcKEhKzwmEq7QUCzKyxoSrPQ7KfKHBvQmOX3puBDiDx4V/9Oz/9WNv6jlilAIUD76zf/lp5T+FYLxW3dbCwd/8t+UxPTKdHu7HTG/g5F+2UWHhnZbOdgQ122D5NQpCIFXXrHgMxpy+8iHdMsuH64cw2Z7/EpDgsSHRMMKLjQYcKEhKzwmklGGhsjNqa8xrlTkn8lWStuWKTT0t59CCFG/UxdCvPmO//Sbz35GTnLzztVUoWFnjJ/+0kPVW9WV7ZXOvc7GvY3go2+8589e/KX363HBFoOGBqgHGzr3Ot5V79x3zsWV87WvYXISL7wwqM9oGNxHdvnQKOBMCUuDPm/VjpJdSHxINKzgQoMBFxqywmMi4QoN8jJDk1XnXqfQKry8+XIwYVxoEBpKey+E+N//9X8nvzrOWQ8N/WWJP31k3z+99it7r+4ttAp94//2bw9YdclYCA3awYbGeiP5YR9LS+H7RnP6jAaLPu0mzpe7py0GOfBwH1fRIJBoWMGFBgMuNGSFx0Qy4tCgb1F6657Gyt/033313fLCvXD7LZtt+Ze8Q0H+Ub5ejgwNaDTwgz8YbRUTGnq2wf+1GorF1xde7nX12D/+kLAQGgDMzODo0fAA/QGYChsb+NjHInLDfb9uy4d0nxR4cTrn9ZL3fRXlg0TDCi40GHChISs8JpLRhIa4RiscFMJtdBqra9+95i14R28fDbffnXsdEQX6G85ee18sypZed84QGgDU65icjBt/SNgJDfLWiBAr2yvisjA+OuvJJ9XnYT4g6/Z2B1frmPPw/FTmGzUfkCrKComGFSJ2FDF7uWBM5c+EktOMpk6V0X/oCBcaMsJjIhmNj9Jo9W0toasRg3FSWrW3279641fV9lvJB/3bsBoaguGacLbQAHQPMyBi/CFhJzQAKBbl87IDKu1K8sEGyfvfj4MH8/iMhmH7rMzjTAmni7ia+iEdD1oVpYREwwpxG76y64scP2GnkXK0iAnTjzoaXGjICo+JZFeHBqWQyNCga/SFgfgy9bGTy1GSxG4KDfV60EOGxN/0Ix9IofPzP9873vBgrturfu9yB2Pv1A9mFRkh0bBC5CYW3jUljP+ghIZlh8OEEgiC1SYYqoyzOjeXrfCdplr5xmDI6tzc9/bte/uhh4QQ33rmGUUjskzlmITyaeRMxY0/dhRVhXarBSFuvvxyeOAjrUfmllIthUce2X7qqXU7oruWV8/efv6Jzd966O0/mNlYarXHreMYHZE/IfSGMnijjPYghgb5Zpk7KvLo8ZhIRuOj/NLt24SijjR85/DhbIUrZwp2hnffNZsoFPDqq8FjsRSNyDIjT2SES9ZnKnnHYZ30y05RjeDQIeXKxvqdeqVdSVP4xYsQAufOPaDrdpj1Fl6cxkmBC1W8EfGYFFdF0ZBoWEHfxOI2On0vFJktEkZL5ZN+1NHgQkNWeEwknKHh+3v3Zis8ITS02ygUgnP26UODCAulCw3JZVrHZmhotZTLITv3Omkuh5TIVDY3t5rSZzSMa1vbbONCFbMTOF9Wn8f9YG7+Rkg0rGAlNCQX60LDKODR4zGRjDI0RMbnyH6TvvszP4MvfCFD4VEXHgoh0Gph//5w78fpG/iE0BAeYTeGhmjJclk52DC9Mp3mckhJo4G9e7/fGkLXy7kZ77Z2bwtLDTw/1de7w4O5+Rsh0bBC9E+XqD9daKBe6jx6PCaSkYWGvn9NoeHmyy+jUDA86iBUeGxoiCkkZQOvRJzIT3dFaIBW7RFjaPdeykdmp/+Kp55a37cPGxvppxguJNua7N2hUcD5Mv7w+Ovj1umDpIpINKyQHBoQ2qskDIkrOc1o6lSZxh4BLjRkhcdEwhkalpeX0WigmOoC/ojQMDeHclkIERc70jfwCWPeb6EBEQcbUt57GfhUq6hU0ksNF7ZtbamB04/dlU/iHuqzNNNDUkUkGlYY5R4gDVw2cKEhOzwmEt7QAODIEaWzwrjC+0JDtYp9+1CvW9l67/vQ0Cd88aJ+sCHh0ZeRPp/7HGq19F5DhG1bA7C8vCz7hjpdxOlJXKpFXy85Sp9xfv0OJBpWcKHBgAsNWeExkVCHBvlkhHbbWHivkHIZ5TK2tmBp602un0A435HDAbEfGgCUy8pjOMrXyykPNgQ+Tz5JkRvYtjX0K6368Cvd6yWz9iw5DJ8xQqJhBRcaDLjQkBUeEwl1aID6GMa4wruFHDyIj35U+dIByRAaoq6rGCr5QoNO33jNpnJW6OKbF/e8umfr7a1MPqUSnnsuvd1QYNvWEKO0sHPgYaGOrVR3qwzXZ/SQaFjBhQYDLjRkhcdEMkqfXlBIHxo6HRQKSLwov1fIe95j3fl+Cg191R4yV0fVepWu3qqm6bNB8ZmaGnNuYNvWkKgUHHi4UMX6qG5CIakiEg0ruNBgwIWGrPCYSEYfGpQ3htAA4OhRTE8nF9stpGn/IO99ExqgVHtCaGg0UCopw7wFTz5TNL1Pp4NSyXicaIiwbWtIofTGCi7VMOeN6JwFSRWRaFjBhQYDLjRkhcdEMq7QIKLa2ujQAKBYVE60K8UOr8F+EEMDAM/DxYvhAbPrs/sX92f12drC1FSai1mHAtu2hixKSw2cKXX7eBjexZIkVUSiYQUXGgy40JAVHhPJGEMDtLY2NjT4PgqFuCsixxsaItPPaBhiaKhWlXsvkeIkRaRPp4NicTzXRbJta8iudOciLlRxUsCvDOWcBUkVkWhYwYUGAy40ZIXHRDKW0IDwb/Q0oQHACy/g4x/Xc8OwG2xj/YioizNGQ+7QACXu6NrNpvLcS0n5erm2Wsvqs7GBJ5/UQ8jQYdvWkFdpq9M7Z2G3gweSKiLRsIILDQZcaMgKj4lkjKEhw+kJyXPPQQi88EJyIXa5n0KDQvh4g/pZp4Ooedl6e2vftX2nvn0qh8/HPjbq3MC2rWFgpaUGTk/iTAlLDQofW5BoWMGFBgMuNGSFx0QyRh/9l64SGiI2v3Yb09PBRfmhRs+FhswooUGVL5Ui+9Nsdppx3T0ZfYpFnDiRyzUXbNsaLCm1mzhfxhf3WLjPgqSKSDSs4EKDARcassJjIhlvaIgYkhwa5MCd6yJdaBhkchFF7+NaLe7Oh0q7EnmSIo3PY4+hUMDHP47O8DskYNvWYFVpvdU9Z3G6iKv17gOxxugzCCQaVnChwYALDVnhMZHsytDQakEIfP7zvdAQeYzdBhlCw9Ac4hg8NPT9q/j7ftyzP9rbbXFZtO6qP3JT+rTbqNXgeTgVfZbDGmzbGoajtOrjxWk0CjhTwtV6tmMPJFVEomEFFxoMuNCQFR4Tya4IDeExu+9feWWnlR5ua50yNGAcOwsroaH3Xq/G+DtWjq0dO/jNg4P4NJvYs2e4d1WwbWsYslK7iZePYM7rPtXizkXzJCRVRKJhBRcaDLjQkBUeE8kuDQ2hwwsuNOQkMjT0zcXBgwlHA6q3quXrfXdYZPVZWUGpNMSnYrJtaxiV0qqPSzWcnkSjgOencKmGdjO6sweSKiLRsIILDQZcaMgKj4mENjSED/iHG2Y1LYw7NPTJj5ahh4ZGI/LGy4Dqreqh5UMD+lQqmJoyPpUsD2zbGkautN3Byjwu1XC+jNkJzHl4cRoLdaz62O6MwScOEg0ruNBgwIWGrPCYSKhDg9J5UvjKRxcarC676NCApDMUEm/BCy5uyO1z7BgKBczP55s6FrZtDeNWWm9haRYXqjg9iZMCp4t4/olNmSHGC+GSyo0LDQZcaMgKj4mEyicuNIRvC4wMDcNTejBDQ29eqtXk6w7qd+pBN5GD+Pg+PM/ygyqo1m0JldJ6C394/HWZIRoFnC9joT7ELqsToKqWAXGhwYALDVnhMZFQ+ezq0DB6RhEaWi14XvK0hVZBHmwY0KfT6Z6qSHymaQYIlx2bUuCz2cbSLPwKvrgHcx78SuYbMaxo3Ae40GDAhYas8JhIqHxcaMjEKEIDIp6UrVBbrVVvVW351OsQwk7fkYTLjk0p0mezjaUGXpzG6SJmJ3CmhK8dHe4pDLZqGQQXGgy40JAVHhMJlU9yaFD+cKFhRKHh2LHkR5OvbK+Iy2Jla8WWT6uFUgnl8qAdQBEuOzYlo89WB+0mLtVwuog5DxdmhpIe2KplEFxoMOBCQ1Z4TCRUPi40ZGJIoSGIDj08z3iwodKu2K2ro0fheTh3Ln8JhMuOTSmTj+yDspseqrg5wKIZRIMcFxoMuNCQFR4TCZWPCw2ZsBsadHofNxpxvUMGFF8rPvONZ2z5SGQHUJUK1tbyTE647NiU8vnI9PD8FOY8O2cu2KplEFxoMOBCQ1Z4TCRUPqlCgxIeXGiwhAj1mhXRO2S5jKefTpi82WnuvbLXoo9kYwO1GoRArYatrWzTEi47NqUBffqOPcygnXQ0aogaVLjQYMCFhqzwmEiofAyhIdQlgwsNGHFoWFuDEPid30ko4YmFJyIfZDU4KyuoVrFnD6rVDPdWEC47NiVbPustXK3jTAknBc6UcOVYtsMPbNUyCC40GHChISs8JhIqn7gzEcqfcKEBwHBCA+KeQwHg2jUUCnjllbgSXv5/Xy60Cp17w3p+ZavVfdLV5CTqdfM5C8Jlx6Zk3UdeOHlhBqeLOClwerJ79+aqn9QDBFu1DIILDQZcaMgKj4mEyicyNEDpPXpnTH3gMKCqH4VRhwYArRbe+15cuxbnU71VHdLBhjC+j0qle84iAcJlx6Y0bJ9VHwt1vDiNMyXMTnSfhXGhiqUG7lzsPc6brVoGwYUGAy40ZIXHRELlox9c6B1X0LbGyIHWoaofhSG5JYUGAL/zO3EXRS4vL8unZg/vYEOYtTVUKnjve1GrRZ+zIFx2bEoj9tlsd2OEX8H8fsx5OCnQKGDuke3zZVyo4mod7SbWW708sesIbziRv230nzopf/zk+43kQkNOePR4TCRUPuHQEP2p9qcLDdZJ3jcJIVAuR/a+JH2qt6qyr6fRcO4cqlUUi9izB+UyTpxQfahgU2Lw2Wzj1bO3200s1HFhBufLOD3ZzRNzHp6fgl/BpRqWZrHqY2sUcXQgkjacmAf2GqdNP1rEhOlHHQ0uNGSFx0RC5aMcaYj4VPvThYZhYNh5xfQtLX1WtlbEZfGVN74yJLc4VlbQaODQIRQKOHoU7TbjsmNTIvGJ05BHJpYauFTr9VB5uth7VufdXPfiDpXkHzwuNEAIsexwWKIXGiD0VUsZInZushid34NEEN304cvLy39y7NjGzEzctHNLc+KymFuaG65iDC+/fLNS6Tz00NuPPXb3mWe+NRYHx/B49eztPzz++rnD3/m9R7/7hXf86Rf3fv/3P/TWH8xsXJpbXWq1R++jnVB1oSERd6QhKzwmEiofJTREfKr96Y40DIlgWUQMl3zucyiVsLER6XPq26e8q97a98b5S/D48deLRRSLmJ0dtEdqW7CtTiQ+g2hstrEyjwtVPD+FRqF7v8alGlbmx3NhRPKOK2Vo0FOICw2jhkePx0RC5eNCQybGHBoAPP009uyJ86mt1srXy7GFDx/p02zi4EHIKzES+8IeBWyrE4mPRY31Vvd0xvky5rzuA7fk6Yx2cxQP/rYSGpKLdaFhFPDo8ZhIqHxC0dqFBjPjDw0AHn00aIp1n/L1sn4HZvKBXIuEfTodzM6iVILnoVqF7w/1m1MpMUDiMzyNrQ5WfSzN4kK1GyMaBXz1ySF9GxCzm4r804UGipUvDh49HhMJmw8y3lnkQsOQSBsa6nVUKnKg7tO51/GuevMb80oJ4etd7avvEFk/socoebdFqYTp6ZEGCLbVicRnlBrbneFePpkcGuBuuXShISs8JhI2H0n6DcOFhiERGRoidludTjBapE+z0/QWvHDPDb0jSeMIDQErK/B91OsoFuF5kfeQjlpp9JD4kGhYYTSn3tLDZQMXGrLDYyJh85G40JCG8YSG/ou0AKBcTggN0C5uIAkNYVotlMvYtw+NxvB0AL7VicSHRMMKLjQYcKEhKzwmEjYfiQsNaRhxaNiJCcr/As1mcmgAsH9x/4nXT/TKIQsNEt9HqYRiEadODcmIbnUi8SHRsIILDQZcaMgKj4mEzUfiQkMaWELDxoYQAouLCT6tu61Cq9DsNDHk0BAuMF/9NJvYvx/lMhYX7WntwLY6kfiQaFjBhQYDLjRkhcdEwuYjcaEhDeMJDUFWECrJPs1Os9AqtO62yEODpF7HxAQqFVy8aENrB7bVicSHRMMKLjQYcKEhKzwmEjYfiQsNaRh9aOj7N5Qd5PtvPfNMcpn+pr/v2r5dERoAdDqo1+F5KJejH4iVA7bVicSHRMMKLjQYcKEhKzwmEjYfiQsNaRhlaOg7xhATGrYfecRY7Ma9DWWq9I/ETLOsw8nGVv3U6ygUMDNjoSi21YnEh62hHQS2eeGygQsN2eExkbD5SHg2PM76kYwsNIRPSCifhpv/zSeeQK2WpuTwVMXXiitbqTrqU9aKyD+zhoaUa1qng49/HJVKmnGTYFudSHx4tvfBYZsXLhu40JAdHhMJm4+EZ8PjrB8JW2i4ffZs5NMv9ZLDU9Xv1Pe8uqex3kilFHqjhwaF9KEh5fpWrWJqaqBTFWyrE4kPz/Y+OGzzwmUDFxqyw2MiYfOR8FjxmOiMOjTs/ImY0LC8vIxSydjXgTIVgPmN+eJrxSM3jiSfqogMDbphn4/RRJu1ZOSpitz3ZLKtTiQ+bA3tILDNC5cNXGjIDo+JhM1HwmPFY6IzytCA/r1hbGhoNlEqGUuOvBBy5uZMoVWo34ntmjEywfQGhj7JEBqyX5Lp+/C8NOdhImBbnUh82BraQWCbFy4buNCQHR4TCZuPhMeKx0SHMTQA8LzkxzkkNNWtu63y9XLxtaLs0SFCKaZXyjShQd+b5wsNADodlMs4dCj9FF3YVicSH7aGdhDY5oXLBi40ZIfHRMLmI+Gx4jHRGU1oUJpn9VM9NPg+jhxJLjm5qW6sN7wFb3plWjlboeQDhKySQ4MeelKaJDMzg2IR7XaGSdhWJwYfbS2ja+YywebPZQMXGrLDYyJh85HwWPGY6IwuNEDdmyeFBgCf/zxKJWxsYICmurZaK7QKp759KogOkflATQojDA1AtyOHxAMrfbCtTgw+fSuYCw224bKBCw3Z4TGRsPlIeKx4THTGGxr09rrP5+hRTExgbW2Qptrf9Pcv7heXxdTSVPVWVQhRv1OPzAeRA+vfqMvAMbzQAKDZhBBoRpxOiYBtdWLwSQ4NbG2wETZhLhu40JAdHhMJm4+Ex4rHRGeMoQH9lyVGX3j4mc/A86w01f6mL+OCjA4JoQFf+Uow8LFXHxOXRfl6WQjRWG8IIWQn1oOYROv5KBQwO2sek211Ymjh9NCgLCPlDTlsnlw2cKEhOzwmEjYfCY8Vj4nOGK9pQJrQAKBeF0Iop/1zN9W9b0wIDfv2BQP/5Omn0enIuFBpV8Iz4i14fVMJIbL0TanTasHzUI+986ML2+rE0MJFhgZ9xWNQTQObJ5cNXGjIDo+JhM1HwmPFY6Iz7NCg7K8j94aG0CCn2r9fXt/QmyQqNBjbBiU0IOpwiDIQQqBa7Wt+hBBC3LxzVQ8NQog0fUzFsbhozg1sq9PYWzg1HGh/BCvJ2FVTwubJZQMXGrLDYyJh85HwWPGY6AzbTdn95Q8N5TKq1b5Jwu2B7ydEk+BPvW3BoUPG0CDCoUE9SBHRVpWWSqWl0sU3cz7ast3G5GRSFw5Uq1Nv9sctELngXGiwApcNXGjIDo+JhM1HwmPFY6IzYrf8oaHTgefh134tGL+vPSgUhBBotxNCg9q2y7+OHYsLDXprFJsX+j/Bc8/V79TFZZHQx1QysguHuKdUUK1O4SZ5XALSQFZLmtDA1iTrsBly2cCFhuzwmEjYfCQ8VjwmOuShoW8vv7yMiQn8xm/o7Xc3Lsjo0GjooUFt4D0Px471vkILDcpX69FAGacvNPzAD+Dll1e2V4qvFZ+8+WR7u52vrioV7N8fcUsF1erUN+NjElBCQ/+SdqHBAlw2cKEhOzwmEjYfCY8Vj4nObgoNANbW5M0USvvd10xUKkIIFIvynELv0+D/QiH8bIuUoUGJBsrsqE1VoYDlZQBHbhwptAoHv3mwdTfPI6p+4zdQLKJc7nvAFdXqxBYaoGS4mCNDY1FND5shlw1caMgOj4mEzUfCY8VjosMWGsIjRO/om001BGhNlxACrZbWUHT/UX68CxuhQZkLfOYzmJgIrtw88fqJQqtQW63lqzT5gKuZme4dJFSrU+SCG7FAZGjQV57o1YkSNj0uG7jQkB0eEwmbj4THisdEhyE0IKrVV1p6vXk2hIa409va/KYMDZFNjm7VUz16FMVi8Gl7u/3+xfcf/ObBfPXW6WBmBkKgVkOr1c5XyDAQow0N+rcElR7Zd2f4X+jLiBU2PS4buNCQHR4TCZuPhMeKx0SHxE1t4Pt/2evnpBNCg15IX1FpvjoY3t/e6AOVctQGqVrFhz8cHmdqaSr38QYA7TYqFQiBSgXz87mLsYleb8P+ugiBNKGh0wmOUbnQkBUuG7jQkB0eEwmbj4THisdEh8RNadoHDw0ItWfG0BDZ5mUNDWGN3qDHH8cP/zA+8Qn5V3u7XWgV/E0/f00BL710o17H5CTK5QxPrLBCcgWOoKnT618PDeqYzaYQAoUCymUXGvLBZQMXGrLDYyJh85HwWPGY6JC45Q4N6uT9rVea0IDEfXRcM5k8F31DWy0cOYJSCZ0OgFPfPuVd9da+t2aqkliCRSafdFUu49y53IVlIzI5jbIljvzq2NDQbmPfPpRKwWEZFxrywWUDFxqyw2MiYfOR8FjxmOiQuCWHhmj6Q0M4LkSHhvimImtoMM5FxIS1GopFObB+p15aKqUvVkFZZPU69u1DpZLt+dr5CGZNqe3RtMTq8jeGBs/D3JxeQle1k7/D72HjQoMBFxqywmMiYfOR8FjxmOiQuBlDQ984WmhAzIkDvZnJI5Z9LqIn/MQngoHVW9Xy9XIOH8QssloNhYL5uRWDINTa7M7p8vLy6EKDduQpIjRsbaHZxJ494Rtrw4V0J/+5nxuq7SC40GBALm+Hw/HAkhwa1HG0j+Snwb+RA/PtZzJNFRjGfbUQYnVuTr5/YuGJX1j4hRxKcZw9e/uxx+4++uh3z569bbHYAKEsgP5FEzCMr+59RSg0KAPlaDdffvmtD35w+5FH7tTrceXIybcmJ7cfeeRbzzwzJOFMqIHMhYZkggpa5vjREwePHo+JhM1HwmPFY6JD4hYbGkI7UDU09O9bRcyRhsj32cRyzEW/Yd8shHqHLi2VcnQ1nbzI6nVMTCQ9uiI3SpsdPtKALJdD5l4QigD0Iw2tForF5JkPT45GA8UiDh5MOFUxllZcWW+HR1qf4cxmfoQLDRnhMZGw+Uh4rHhMdEjcRHxoiBgnan8nhhMaMtVP3+44YU+9c/XBytaKd9Wb38h296RRaWUFlQomJyO6oM5HULfG0JDmJEW+BZFUrRBCiJu+n/CE0M69Tm219t6vvzdC8rOfhefh2rW4Lx39hZPChYZkhAsNGeExkbD5SHiseEx0SNxiGoK+/ZrQmiulBONX5BDLWj9Cu1QwPDPd5if0uE5/0y+0Cpk6mU6pND+PYhGVClZWMs1BBKI/NIRnBmMKDdDWhz9917tw/Lg+YedeZ+bmjLgsKu3KxTcvhhdLbbXWWG/4mz5+67ewZ4+eGyJXxXz+WWc27n3fahVzUWoC6qyl9LEzW/YQLjRkhMdEwuYj4bHiMdHhceu1BP0HFcIjRO7+wpNbJ3f99Lv2/Q8hsNa75bJ+p158rZhQ1CBKtRpkSlnLe4+nsREKfIQWGtRlGhqYU6M/NIS5+9f+mj5VbbUmLoujt4+GHxsWnqrSruxf3F9oFZ753AcgBL78ZX20uCrIMRfpZ1b5U59r/SOkWFjK+7Q+tmbMFsKFhozwmEjYfCQ8VjwmOjxuagMTtV9O2NkNaSc+YGiIPOeCWg3lvlsnZm7OTK9MD0l6gKYeAAAgAElEQVRpcRHVKiYmcp6tCLwREwJGHxqU8gGgULh99mx4/K23t8rXy4eWD+lPGe1bFoAQor3dFkL83O/8+f/wl99x7XeeVmc8aiEOaX1T5yskrDf/ykeRY8aNoH9Lko/d2RscfeXjhEePx0TC5iPhseIx0eFxUxuYjPvlIe3EhxIaABSLyg2B6S+KzKd08SI8DzMzmScMN9WRjU1caDA2YNkcoqbtvq/VUKmEq6XZae67ti+ux+7+ZdLHb77wiTfe8Wf+8W/v/2X/v+3NePwEmeYi0/xG/hn+XuFCA5j2X5Hw6PGYSNh8JDxWPCY6bG76rm28DCs0yKv2QrTutsRlkebihtxKnQ6mp1EqYXExw1S9ttPkI/TQEG7F9ErI7hDRmnY6mJjA4qLU6NzrHFo+5C14p759Khit00GziWoV+/ejWITn9Z3/Ev2mt/+o3Xnkx+7++B71IwghxPUPvk8I8erjHxjqyqkXrrT0egiI/FMv04WGkcKjx2MiYfOR8FjxmOiwuYWbnPGaSOxc09DfbnbHmJ5WfvjPrs9Ofn1yeEqSeh1CZOgGKlVoaLXw4Q8bQkNkJaQUiHEQQqBalReWLi8v+5u+t+AdvX1Uftpuo15HqQQhUCqhVoPvo9XCykpSaPA8vFNsFArRpydk4CgWh7t+KoUnt/RxoSGi5l1oGDE8ejwmEjYfCY8Vj4kOm5u4j0KD/m/fHrzTQaGAVt+hhUq7Ur1VjSxwcKWAVgulEkol5cujiWuwA26dO/cfJwq3f/FT4aYX/aHh3gdKQgi88kowLL1tX9OufYRCQfayMPP1mT/3x3+u2WmurKDRQLmMQgFHjkRfySHiQwOAjQ10OtGhAYkX1thCKTwuFiT/qaMXldbH7uwNTqDOtv9S4NHjMZGw+Uh4rHhMdNjcgr3BUHfK6bEYGqBdgod6XbkisnOv4y14zf+fvbcPj+O47zz7du/ZJ4k3xMUXJXdyzhM/OXOddUKc7yz79qJwLj4/0rMJk9mNH+tyz8acPPfIk/iFGIcrMThLIkTIpGNj5ZFlQdJYEtoUNSKkoQBxRFIjQeKIFEciBQgjgi8amQJGhDTQy0gACRMCRNr7vT9qOOjpqu7q15kfyPo+8+AZdFdXf7qqu3/fqa6umrPrshhUlbEmh1hMMsu2VcAulZBK4aY/KZz4F5/9i48VrrqqKRJ//9/oxlD8Fx8raJr25r+MNB2+MzWFdm4VazPRa/rHRn/zxvTRaBSrViEex8CAJE+bAGs+8GYAtxHXg4yZm75bmQD+X5tDa6R0yhPMYQUnTZkGl6JDwkSNh4kOFR0SXtTYtEvFNFjJHDXXrjXFt+G54chEZO6C5RiFASLNzkLXsXYtOjqwfj10HaUSFhfNwIy4UEAqhWSy/iM+EsEtf1mCpo3f8Yjp0DRNq/1JzBBv6/Hsg7+MN5alUo5m2DKEOy7IfeMbuPJKAA+/VtDGNG11KR53+oaIsRaM4Vb4eAUigFaahvDklCecw/QuTZkGl6JDwkSNh4kOFR0SXtTYLnkeU2Tie0QC6Kn2XPPaNS1DwsXH//E4OjuhaYhEsHYt4nE2zEOduLMTiQRSKQwNXYz30ShSKb4j5HIYNgRaTdNQqTTSrF+Pjg6sXSsJ85ox00ahzc4iGkUsdnD37JfXT/03eyJ/dd/AyZMuBrHSbE2DiV8YZZ1HXA/SlGmwl6ZMg0vRIWGixsNEh4oOCS9qbJc8j6Zx7fPxuHGMyPqySjxeidsgGQNe4KpUUChA15tMgznRxdEmpKZhanFKr+mfmviUXtNNhz80hGgUV12FVErcwUIzZAqgUMDdW2fP/Ksrdvz2dzQNn/mzyv/0fOcP30rBZU1pnGmw4Q+1qC3xKIkWDZRpcC86JEzUeJjoUNEh4UWN7ZLnEZgGUY9IAD9650eb3txUmC8sb2hAalkkE5uGF1/EqlVshGqjaeB+yWqapq0aXxWvxPed2dd5olNw+MDQEOJxRCJYvRrxOO6+G8PDOHkSpVJT5O7owHVfqLz1253H/sNNpRKOLhz95MQnG4MxeJslxLRQmQahaNFAmQb3okPCRI2HiQ4VHRJe1NgueR5h1OR7RDLtObOn80TnmuNrUu+k2mIajLG/aUU02hicanJysrJUub5yfXI6aUgu3lB8+BdVKkHXsX49YjGsXs2eldQ3GBjA3NuLWLMGAwNTi1PJ6SQbH7qxrdua4hmayJuPRJg+PCnTIJEyDW5Fh4SJGg8THSo6JLyosV3yPJZRs7PT6vF+Yb4Qr8Q1TYtX4sNzwydfPzl3Ya4ptIUm8V6ah8Eeem2oo9TRU+1hzsahaTie+LJTgEYmqRRisdQ7KW1MS04nTX1F/deUwDSEX8KWJJREiwbKNLgXHRImajxMdKjokPCixnbJ81iahuFhRKP2G6beSUXLUf6XcLCEy5zC6FUoNB5MABj8YHBNaU3jGQpEodecraZpmvbBb/3LLfd9cf/8filG3TRUKtC0/3f4f42Woyc/FAxpGYhpMDG3vo3BuF86okUDZRrciw4JEzUeJjpUdEh4UWO75HnsIr2hzV+84cUvy6FU0zRN+9rU1/hpmQLg5KPX3BwikUaLSE+1J1qOmorI/tf58uEXCtC0//NeTa/p9hhsg6Wv/c093/zdbTPbrFIGUlPCo1amgRYNlGlwLzokTNR4mOhQ0SHhRY3tkuexMw2i1y+bNrz4xWQats1s08Y0h/NdOecUhP9YrPGiR0+1Z3N1M3y8toD9+3/5mx/7k31X5uZydhjQNE1763/8b+8ub7XJOcCaanvMbjuASbRooEyDe9EhYaLGw0SHig4JL2pslzyP5JlCLGY1LYSNaQBQWijFTsXWltc6mfLKCaTANGzbhmvqo0ckp5PMMcCPaQDQ0/OLv/3KlUevjFfixmccMA6fAE3TtGd232yfszIN4YkWDZRpcC86JEzUeJjoUNEh4UWN7ZLnkZiGUqkxmULTJjLTwMQ6CfpvcljO2sgZiaBQALDpzU3RcnTxV/WRI32ZBgCRyLldD6XeSXWe6Lzq5FXJ6eTQ7JDGSZoztTPHj5RpkEiZBreiQ8JEjYeJDhUdEl7U2C55HlPUFISHi9M2Nm3izDQAKC2U1pbXxk7FhL0FHRIKTAObAwqIV+Km0Sr9mobhYaxezb7uO7OPjYa5fIDXXecwglI7c/xImQaJlGlwKzokTNR4mOhQ0SHhRY3tkucxhGOLnvncWE9S08Bn4rnJwfL3fSSCQmFzdTM/Cadf0wDg6qvxxS+aDrl+gPG4Mg1tFy0aKNPgXnRImKjxMNGhokPCixrbJc9jjPSWbe/btmHdukZ6U7KmJY0vc3NoDjasl0O0HDX1FZDiCR5M6Dpisc3VzY3hF40KwDQAbMBqbNqE4WHMzCybBscRlNqZ40fKNEikTINb0SFhosbDRIeKDgkvamyXPI/JNDQiqDlOxOOIx9EcxXk1ZVUo8MFGr+lXHr2y80SnzcuKJjyBaViz5rs7/g++jYEpGNMAoFLBhg2IxbBqldEnKdPQdtGigTIN7kWHhIkaDxMdKjokvKixXfI8wqgPYZzYvBk33NAUxWOxRnM9bxqMgdao2QuzhfnCl177krCdQIDH9WZ49Qu/e93kdVab+DENwujoLWRSO3P8SJkGiZRpcCs6JEzUeJjoUNEh4UWN7XLg4aM+rOLEkSN8FDdubv5FbvUjHlj81WK0HO063SVlM+3u9B/+1k0P/YnNJsGaBivrIxW1M8ePlGmQSJkGt6JDwkSNh4kOFR0SXtTYLgceYdS3ipRWpsGUFYzxeO1afs5MliZ2KhY7JZgZi98dgMpS5SffW3PsC/+9/eF4Mw1WVskI4ErUzhw/UqZBImUa3IoOCRM1HiY6VHRIeFFju3x4xPFelMy1adi2DZqGgQF+dwCS08l1p9aZhp1udi6apmnrp9b/dwXt52t+C8eO2R+IMg2BS5kGiZRpcCs6JEzUeJjoUNEh4UWN7fLhEcZ7myBq36QPk/MolbBmDeLxxjhRxq16qj0dpQ7jpA/GvTDdXd76yzV/hD17pAfi3zQYD02ZBijTIJUyDW5Fh4SJGg8THSo6JLyosV0+PG5Ng2lDcVamHJJJRCIYGECpZNqqMF/oPNG57tS6eCW+bWZbYy+xUzFN0zA7i9Wrcf31Tg7ErWlwKOd5esAgLmUaJFKmwa3okDBR42GiQ0WHhBc1tsuHx2QahPFS+MubR7JzHoUCrr0Wn/60pmlYXDRteH/tfr2mm/aiaRqiUfbCpxO5LSLD3jTzd/5tT8eidub4kakELE8M2yVWOXsoYWUaPIoOHh0SJmo8THSo6JDwosZ2+fAYTQO4lymMC32ZBuPaWEwYLQSmISkekkEob6bBKGUaTDKdA6bvTpa4ylbO4zxpa6RMg1vRIWGixsNEh4oOCS9qbJcbT7CmoSkSmzKx/onZtJeuLrcx24NpMDEr02CSfXRXpgGapk0qKSkpXd5qBE3jkkYodZiDMQbzmWiaOSuTpfjwC18I+4bM8jfi8aYhVACC0jgZ4yMa7sqwxLTWtMQq1DpJJtjQedLWqEE/Sdsq0sGjQ8JEjYeJDhUdEl7U2C5nHmP4bCxphFKHSJJM2NdHHjGmX/5939lpmpXbidwWkSlcCU2DWwYPGJRliu4mu+DQNPAuRJmGVosOHh0SJmo8THSo6JDwosZ2OfMEZRr4UGE2DZqGe+5ZTt9IMjvrAVuZhsBlFd1dmQbn2cp5nCdtjZRpcCs6JEzUeJjoUNEh4UWN7XLmaQqfTZHfhWmA1WuNRtNw7BgiEcTjOHnSZ6h2wsPjmf+1ONJQMShLmQaJlGlwKzokTNR4mOhQ0SHhRY3tcubhfm97Nw3Gv1xOF7NKJrF6tc9Q7YRHiNf0rzINzeKLyOTqnCyxytmDQVSmwaPo4NEhYaLGw0SHig4JL2pslzmPKbQ3xXvHSKZfn01fTAHj2DEKpsHsbFqCQVl+qiMM0aKBMg3uRYeEiRoPEx0qOiS8qLFd5jy8aQAXQoI0DYY+DZ6Z/RdRIDGS2pnjR8o0SKRMg1vRIWGixsNEh4oOCS9qbJc5j5Mf3A6RVpBpCEREMAKRMg0SKdPgVnRImKjxMNGhokPCixrbZc4jbFowyb9pMC5RpoGglGmQSJkGt6JDwkSNh4kOFR0SXtTYFA+CNg1NS5RpWAlSpkEiZRrcig4JEzUeJjpUdEh4UWNTPFIFbxp8dD90zhO2iGAEImUaJFKmwa3okDBR42GiQ0WHhBc1NsUjVSCmIZAXFlzxhC0iGIFImQaJlGlwKzokTNR4mOhQ0SHhRY1N8UjlGWm5I+SyWVCmgaKUaZBImQa3okPCRI2HiQ4VHRJe1NgUj1R+TIMmMg3t4glWRDACkTINEinT4FZ0SJio8TDRoaJDwosam+KRyg9S4M8mfPIEKCIYgUiZBomUaXArOiRM1HiY6FDRIeFFjU3xSBXgYEqBBCciRUQEIxAp0yCRMg1uRYeEiRoPEx0qOiS8qLEpHqmoIRHhIYIRiJRpkEiZBreiQ8JEjYeJDhUdEl7U2BSPVNSQiPAQwQhEyjRIpEyDW9EhYaLGw0SHig4JL2psikcqakhEeIhgBCJlGiRSpsGt6JAwUeNhokNFh4QXNTbFIxU1JCI8RDACkTINEinT4FZ0SJio8TDRoaJDwosam+KRihoSER4iGIFImQaJlGlwKzokTNR4mOhQ0SHhRY1N8UhFDYkIDxGMQKRMg0TKNLgVHRImajxMdKjokPCixqZ4pKKGRISHCEYgUqZBImUa3IoOCRM1HiY6VHRIeFFjUzxSUUMiwkMEIxAp0yCRMg1uRYeEiRoPEx0qOiS8qLEpHqmoIRHhIYIRiJRpkEiZBreiQ8JEjYeJDhUdEl7U2BSPVNSQiPAQwQhEyjRIpEyDW9EhYaLGw0SHig4JL2psikcqakhEeIhgBCJlGiRSpsGt6JAwUeNhokNFh4QXNTbFIxU1JCI8RDACkTINEinT4FZ0SJio8TDRoaJDwosam+KRihoSER4iGIFImQaJlGlwKzokTNR4mOhQ0SHhRY1N8UhFDYkIDxGMQKRMg0TKNLgVHRImajxMdKjokPCixqZ4pKKGRISHCEYgUqZBImUa3IoOCRM1HiY6VHRIeFFjUzxSUUMiwkMEIxAZTYPWLOES40Jpzk6SmbdyyR+6XJkGq6MVLudL1gNVQ/Z4rfSG1C4PajxMdKjokPCixqZ4pKKGRISHCEYgMpkGm7VO0rtNJtjQedLWyLlpsD9Oz0XpMDdlGqxEjYeJDhUdEl7U2BSPVNSQiPAQwQhEyjRIpGnapDMZU7L2A6u1wvSNrRrLGwv5PI3pjWuF25pWWUHyOTT+FW6upKSkpHTJS+NkjI+mhcIlxvQ2odZJMsGGzpO2Rg5bGoQHbDpy/l++DowpheVutaqBxyfgdy3MkN+7/eFYyb6gWi9qPEx0qOiQ8KLGpnikooZEhIcIRiCyCgQ2gYxPw7sQZRokaaw2cViI/CqjH7RP7zBDZRpCFR0qOiS8qLEpHqmoIRHhIYIRiAIxDfabK9MgXi6N065Mg822QiRlGtorOlR0SHhRY1M8UlFDIsJDBCMQWQUmaaM1lGkQJoN1lA3ENDh8muDcNKjHE20RHSo6JLyosSkeqaghEeEhghGI+ODSaOF2vsQqZyfJzFu5St0COTQN4OKuk7BtVbhWOQjjt9b8eML5tvb1qkxDqKJDRYeEFzU2xSMVNSQiPEQwApHboB62aNHAq2lwu9a/6JyUdEiYqPEw0aGiQ8KLGpvikYoaEhEeIhiBSJkGiZybBliXZgtKmc5JSYeEiRoPEx0qOiS8qLEpHqmoIRHhIYIRiJRpkMiVaWij6ODRIWGixsNEh4oOCS9qbIpHKmpIRHiIYAQiZRokUqbBreiQMFHjYaJDRYeEFzU2xSMVNSQiPEQwApEyDRIp0+BWdEiYqPEw0aGiQ8KLGpvikYoaEhEeIhiBSJkGiZRpcCs6JEzUeJjoUNEh4UWNTfFIRQ2JCA8RjECkTINEyjS4FR0SJmo8THSo6JDwosameKSihkSEhwhGILoETYO3sSak34nXOh08OiRM1HiY6FDRIeFFjU3xSEUNiQgPEYxAJIykpjF+PAdcLzx+NhaiOFki/GL6l3it08GjQ8JEjYeJDhUdEl7U2BSPVNSQiPAQwQhE9vHeZ8D1wuNz+6a83JsGYREoKSkpKSkpMfEBVLhEcx9wPSgY02A8MOfHYCoO03IlJSUlJSUlYXwMJOB6UJtbGsB5H03TqlVUqzh+/AP2heZHiPfGa5iexNTx9pNQK5m2f+hQ0SGhz6Z4VhwSER4iGP4/fIgMNuB6kDINgZ2UP38JIzdj7wbkvo7SY+0koVYyFD50qOiQ0GdTPCsOiQgPEQz/Hz5EBhtwPaj9HSH57yui1k1405PI34hyEdUqpk5g/1a8eH97SNr+ocZDjYoOCX02xbPikIjwEMHw/7GPlf4DrgdRfOXSWOtWz3iMxWr6V7jEamFjlTFb+30JV72Qbsq/kaD0GN48HdgJ5KQ0+JRB7drhKm+XqxNOYQlL8xGWlcMTKYwP5dsZNTbFs+KQiPAQwfD/ARfjG/euQAKuB9EaNQIi0wDuI73XW8VRYa2YQpH9VpqoIeSV3TAFJPbl1MvQNO2pbpx6OZgTSNO0tAbTxzmzz107XBWSaRCWMP/dKp/G6WS1eYAGy/5D+XZGjU3xrDgkIjxEMPx/ENArDwGKFg08mYaqbRjgI41NTHVuRxonZekxaJr2esnSqRzLY+8GnBrDiWfx3A8wsdf7CeTHNDT+WkVZYQJpJnwh8xnyq6SZ2OxdmIBPY/ocP/6BE8/huWqcfyjfzqixKZ4Vh0SEhwiG/w+UaZBK0zTWnu/TNNgvEW7Lx0vhjhqqnMDh+zFyizh/Y24nnkXu6zhwO47uwYHb8cQ3cORnXk4gn6bBJpwLEzjJhP/SCM82iW0ysakje3+jTMOlx6Z4VhwSER4iGP4/UKZBKk3TXrwf5aJT0zA9ibGd5ls/+/Xf+E1vH06qhvDjPIQUfryoadoL9zj6+Vut4o3Xlhe+Po78Ji9vWPg0DfwS4098+2O3SWNyXVYZGldVLUK+1VELdyQEs8rHiVFQpoEam+JZcUhEeIhg+P9AmQapNE37+UvIfR0vP3O2amsaJvbiwO3IfR2H7sLeDdA07cSz0DRt33dQ7Iemac9uQe7rmJ6Um4bGx0kImTqOkVvwXP+HfOiVxu/Gp3IC+Rvx8qMoPYbn78BoBiefQ7mIUy832Qs+t2BNg/Njd2gaqobL1UlhSoO9sITtDZAwK2UaViKb4llxSER4iGD4/0CZBqnYjfvUy3jyxgv5Gy1Nw5MbceB2TOyplyzrcrh/KzRNY70OWT6H+nHg9uW4IozH9oGQT7zvOziaa2ruttnWJg698RqevAHP/xjH8hjNoPDP2L8VT/1/eKrb8gTyaRrsf50HaBqkia22tf84KWErx2C8iSjTsFLYFM+KQyLCQwTD/wfKNEjVuHG/cmSucsL8C7KhyaPmwn3ztCB+MLEHAcxqVC0ioukXqjDNqZeR+7ogMb+JzU9e6WfkFpx4VrzKqjTsUxrx+MN0EomrXLCvNodwq+88kpN/rcrNSQlbEZpuIsLNvdWX2w/l2xk1NsWz4pCI8BDB8P+BMg1SNW7cQdX6qZexdwOO7kH+RhS+7+XlhfHHwB585G9c3jy8k7L0GA7c7iK9Q5LWRMRQS8btx3jIdKjokNBnUzwrDokIDxEM/x8o0yBVo4ACnNv09B7kY1iaQ7WATMTdtoU49l4LTdN2fQ6n9ywvD2/q1aU5pDXMV5ymd0jSsjPPdcmEA2Y6XjpT5dIh4UWNTfFIRQ2JCA8RjECkTINEYZgGo/IxTKQkaeYr2L8eoz14ch0KcXGaUE/KQlwO2RoSDyJiGkyiU0p0SHhRY1M8UlFDIsJDBCMQKdMgUdimoVbCz34b1YJlgsow9A6M3oLRHhy/2zJZqCdltYBsp9PE1C4PZRrsRYeEFzU2xSMVNSQiPEQwApEyDRKFbRoAHNqAR/8IaQ2ZCDIRPPrZuodYmsNoDzIRVIblmYR9Uj5+NSZ+7CgltctDmQZ70SHhRY1N8UhFDYkIDxGMQKRMg0QtMA1MZ6cwX8F8BW+OIBPBgQTSGp5c57QzQQtOymwnxreSIHElZRrsRYeEFzU2xSMVNSQiPEQwApEyDRK1zDSYdHiTi76HaAne0iy2X4HDm9pP4krKNNiLDgkvamyKRypqSER4GhgLM+0FCUDKNEjULtPgVq3BW5hBPoZsJz441mYS51KmwV50SHhRY1M8UlFDIsIzOTlZK6EQRyYCvQMDq5CLIq3hwmK7ydxLmQaJlGngdeIe7FxNgsSJlGmwFx0SXtTYFI9U1JDazlMtoJjE8J//Qu/ARApLs1iaw7kZVAvYvdZRfzVqUqZBImUahMp2Wp7u1ApKmQZ70SHhRY1N8UhFDam9PO8ewVNfwUQKB//5XX7tRArFZOuh/EqZBomUaRCqrCMfI0EilTIN9qJDwosam+KRihpSe3kykfqrcEKMWsn14H4UpEyDRMo0WEnvQK1EgsRerTENZydRK2Fp1ml6OqVEh4QXNTbFIxU1pFB5PjiG3Wvx+iM4J+reONqzPBafFUYmIr6LulJluD7uXzGJoylMpOwG/vEvZRokUqbBSqM94rY1agXVAtOwNIu0huwfY+gLTWN7B0kVmuiQ8KLGpnikooYUHs/SHDIRvHQTctF6x8bRHlSGcWER8xWcTDeNvm+F4WqwXV4XFrH9Cgz/7/h5BmUdoz0odqGYxOuD3vOUSpkGiZRpsNLZKaQ1LM6JSVrcK/jsFMo6DiQEqxjPwgyqhbrRya3Fs1+zzsv9JVFM1v2T88lE6JxOdEh4UWNTPFJRQwqPh/2yb6haQLGrbiD0DgyuRrFLjlEZtnzO65Dhueu9b+5NyjRIpEyDjYQ2mb1c9OQ6LHF+wpt4/8Em4yjEcSCBXBR6BzIR5GN48QZkO83NfQe//14+Vv8pcHgTJlJ4pc92Ci6Xl4RpQi+bLqJG0Tmd6JDwosameKSihhQSz8u3WY6sL3xGaYWxNAe9wyNDZbg9XSKUaZBImQYb8T+sayXs/o/zegfGtyHb6eIZP59zQ3uvxegty/8e3oS0hqO3o6zj6O2oDDe5k4kU0hrKev3fYhI71yxOpMzOw/i40SzrS+L0PsFCU1YTKUc/HeicTnRIeFFjUzxSUUMKg2d8KwZW4aybjG0wclF3XRCe/2b9Ocgj/7Y9b2wq0yCRMg32ykXrJ+7ZKRST0DvwdNcsi+ITKexc7a6bz4VFTKTwwMcw9IW64ZhI4eE/gN5R72mYi2L/eslYmczKFJN49T7kY5YlY+rIWRnG0R8BsDQNxSS2X7FsR5iW5nD/rzflw346SEfzpHM60SHhRY1N8UhFDSlAnrOTqAxj9BZkO10P7GiDMdojfq7Ka2EGuSgO/gNGezD0RQx9wR1DUFKmQSJlGuxV1pGL1n/fF5NYmmsiKQ8grQkeYSzMIPvHePdI08JaCTuuRCGOWgkTKWQ78cYT9dBeGUZaE2cl1NIc8jE8uQ6wLpmJFIa+iNGeeqPIrs/hyHcBCEzD2UlkIijE8cFJZCKYfmp5+fbfxX6ue0QhjtEeCSGd04kOCS9qbIpHKmpIQfGc3oMn1yEfcxrgnWOw55tOHuamNYzd6mXvweoSNA3aRbldYv+d2sVgUhvxdq7G3msxe1JMwpoHHr8a+RiKXZhI4dTDyHbi4Dehdyw3r53eh7SG03uXN5wawqOfXR6vev961+8msRcZbErmyXU4+A0c2oBqAfOVi49auEuiEF+ecWO+gh1XQu9AthMPf0rcPFgt4NHPStjonE50SHhRY1M8UlFDCoRnvmLbC8o3hpN3KCZS2PvvvQMEKL52JWsAACAASURBVKFpaCzUmmVaKMzEpwvxaxp4FCdLhF9M/1K7GExqI55pHgohyWsPojKMoykUk3j86nqsrRaQ1vDKD5CLLo+CEricl0y9E2XzCTBfMfdUurCIpTnUSnj7kDifZf8RBFXYokPCixqb4pGKGlIgPI3Xo0LCsHrravef4okv1b9nO8MdfcG5+Bhv8gc26aUB1wuPz+2b8nJvGmwOmNrFYBIdPFckHxxDWsOJe7x3mQyQp5jERMpsGopJ+bMGXtL2xhVaXy0WNTbFIxU1JP88tRL0Dr/vgkkxGp3DmEZ7oHfg6a/goU+grKMyjFzUF0CAEv6u9mYaAnnS0U7TYGo/MS1nmlS6dPXiPW8PffkcDLVcLlXSGo4fOO02q8xnll554s1A6ZSUlNqgx758bv9NtbD3Mj701uDnP3zxnrcnJydzfz3/2JfOsRvIaKaa1pD5zNLzP3g3bAYbCR86CKOq8NmE84DrJdD7zwLWrSXq8UQLRIeEyTlP/Z1pwwkwvg2v3udlp/mY5G0oOqVEh4QXNTbFIxU1JJ88zodr84/xwTFkO7HnGvPb4Kf3YfsVrt/XCE/2AZRPuQIeT1hFfSjT0BLRIWFyxZOL1k1DtYBcFKObPe5U+lCDTinRIeFFjU3xSEUNySdPPuZrmGcPGOPbAthdqDIFUKsWCKwU0+DkgYrUKAm/U7sYTKKDR4eEyRXPaA+gaYU4MhHzkAyuVNatB49yTxWq6JDwosameKSihuSHJ6hmBp8Y1GTTqADfAdcLj5+N4eZ9D36J/XfitU4Hjw4Jkyues5OApnno+WgSa6iwEZ1SokPCixqb4pGKGpIfnt1rMTXUfgxqsjcN8BdwvfD42TgMKdPgVnRImFzzBNE3h39R0yQ6pUSHhBc1NsUjFTUkzzzSS7g1GAQVSO/FAEWLBso0uBcdEqa2mAZA8poWnVKiQ8KLGpvikYoakufLfyIlecIYLgZhKdMgkTINbkWHhKldpoGfb9MoOqVEh4QXNTbFIxU1JM+Xv2nghFZjEJYyDRIp0+BWdEiYPN41fF8YhbhdV0obKlez5/kXtfoyihqb4pGKGpK3y9/PjNXBYBCWMg0SKdPgVnRImFzwGO2C7wtjtMfurUsrqmoBD30ymLe8HIpafRlFjY0sT3gDqroV2SJyKk2Dg7efQscgLGUaJFKmwa3okDC1yzTY33deeeJNNv/N0hyqBZx6GGUdo7dA78Dpvch2opisT3JxbgaH/wlPfAkXFn0SiSUsH+lIMnyUqpWWp/UKSiv4XGqJGM9oT30C2JDOEFeiWUQupGkA8jFfb1wHgEFYyjRIpEyDW9EhYWqXaaiV8OgfmxcuzeHwJmQ78eDvf5SJIK3VJ8wcuQ6FOA4klvtOFuJ46JPQO7D9ChTi2B8Pa/B5vnzKOnZ+WjA7jpaol8nSLLZfgfxf4ewkqgUUk8hEkO3EgQSynZifCpGtvaLGc/AH7z7wG3j2b/H2Iey5Fmmt1c+2eFErIg+mwflc1aFgEAvJvJRpkEiZBrcKnKQRq7ypXabhwiIGVjX9Xpk5CL0DxS5UC3Uq+5+GbGrvOlpCKyYx9EWfUAIxkuN3o1rA0iyKSWQ78fMMdn4aQ1c1ETYqIh/DaA8mUti5GtlOjPYsd/ks60hrKCab5hGuFjC+DRMp19P00TmrmXzyLM1ivoLJXW42mVt2lk+ua1o1X8FP/9V/PWp4knX8LmQi5mjHXz7Hfoyhq9yRO9eKrzJNO3o7Rq5rHwaxkMxLmQaJlGlwK2UaGlqYQS6KZ/4G+RgyETz0yeWo6baUWCGMXIfB1XYvZXjQkfvf1jvw7NeQi+KhTzY9Ujn4DeRjZobRnuWFwt+1sydRTCKt4YkvgbWmZDtxeBOKSYzegkMbXLDROauZ/PAszGD7FXjo9/D41Zbjjb57pMlsXVhELorXB+tTsb90U1Pt5GN4usv8lGi0B4//SdOSpstH00Z7kIuGOM/yiq8yTdM7Ar7E3GEQC8m8lGmQ6BI3DSFU/4ozDcv5B20amEZvQWW4KRg4oTKpATmRQlrD0RSqBZzzPYdNtYDd/3G+wcYHkkIcxeQyQ7WAgVU4NyOvlKU5vPag+agBFJPLkU/alk7tovPDk+1cNgrVAgZXY881TQkuLOLxq/HAx5CJYOQ65GPYvdbcl7YQx8h1GO3B/jjyMTHPnmvwyB8uhz2TaXj8agAY7Vmu1mC14qtM08IoGc+mwefdLwwp0yDRJWsagg6N3klkWummwRuVScZCqJXw1FeQiyKtYbTHV/e3TASjmapNgguLGLoKrA1cS2iNyOenUkY349AGZCLYcaWk2z+1i84zz8G/F/SK3ffnTQ05uWg9kNdKeHUAlWG8er8gqyPfxaEuPPIZLM1a8kykoHfg8CZUCxdrStNqJUDTmI2rlQKbVcGkFV1l85XlImobhjINLkWLBpeQaTCffAGGxuZMlGkIhMokYSEszeKpv/be/W0iZflrtXnfGmtO1xJaI/L5rJRqAfMVFJOSl0upXXQeeJbm8Ox/QloTe7tX76v3gR25zssk7DY88xU8dz2yndASWmUY0LTGDK5MwQ5e5ASpLXLFc2hDWBe+Mg3hiRYNwjMNQZe7Mg1WuoRNA9OJe+DtKexDv7fcJdN231qthAc+Bi2x/CMskHtZtYBsp12CFR2BABxN4f5fRzFp16Dy7hGUdXxwLCweLaFlIgLTEOwwya6QWilXPNnOsC58F9eLMg0uRYsGyjQ4EVnToGm4DEwDgLKOTARzZae51UrYey3SmjMSTQNw8B+gJbTG+A1B3csykZUx2DbTyRff4Beyl05ZF4TBz2D7FcurdlyJk+7bD5zLoWk4WwE0bWGm6aw+N4OBVe1BaqWc89RnqAr6wmdXijIN4YkWDZRpcCJlGtwrWNMA4PQepDUU4pgawkQKB65v6oTYCPaVYexei0xkeSwgh6bBxBDUvcy+R17YEejo7fWOmQcSqAzXC0Q4sNWrAygmof/OhXysqbvowgzSGsZuRWUY1QJqJez79/VuH5VhSTuKfzk0DYD4rA58CCOHSK2Uc576aGxETIPooiMiZRokugRNQ+ChceWaBq35evZTMi7TB24aAFxYxEQKe65BMVkfJfD1QUykkO1EWkMmgt1rke1EecAlSfP9y/VN0Fb2PfJCjUCjPdi9FhMplHUcv7vesZS9I2oKpaM92PU5TKRwrHCalefutXVPlouau2U0nrmEEZJNsi+fppoSndWV4eBHDFu5pqFeX8o0yKRMg0TKNMhF2zTYHeOlZRpMmq9g56dRiNd/Gc9XcHqfJ5IwTQOAoaswNSReFUYE+uAYqgUUu5CLCroazFdQLSATWX6R4ZW+5UfdDZ7jd0HvwHPXN73+0FAuilf6Ap7xSCifpgGyx0OBI7Veznn0jvrbE8ECKNMQtmjRIHDToGnmLwFJmQbRlpe1aQiMJGTTYNOMH/i5VBlGWkMuigPX2yVbmkM+Vm94yMewNCdotfp5BtuvEPdwrAzjZ78d1kAIRvk3DaxRqmVIrZdDnuU+uSvTNLTSWyjTINGlYBoCDI3W+TsicZxJ0xo6pkGWlX15Gg9kRZiGpngTmmkAkIuKW/KDjUBTQ9A7MHvSaXrjMN7CR102I2Q89Emc3uua0K38m4bAB2xYoaZheU5al7dE6YUgv15Me1SmwaVo0WDlmgZj/s5Do+Ffz919V4ZpMKxSpkGy0/BNg1VjQ4ARaLQH26/w0RTvrFNti+XfNLAEVo+HAkdqvRzyZNdc7N+qTIN0X8o02EuZBrkuN9PgdlUjCWHTIMy/ZaYBQC6Kl28Ts/nUuRnkY8jHcNbP9JuXmGlovtID7A65soqIqawbOoS6bIJtvWkQvgdnvomFKWUaJFKmQfiv5b6UabDBUabBWmcnMbja3A/A27l0dhIPfwoHrsfxu+tdEwJ4bH9Jm4ZMJLD5q1ZWETFlOw2DY9o2yThcyCewC+rKNPgTLRoo02AfJESZXJqmwY+faCRRpsFWFxax91rsXmtmc6WlOWQiePk2jPZg/3pUhj2OsW2WS9NgKrqQFJRpYAOKu/2R7QGp9ZLyNDUzQJkGuZRpkOgyNA2ms5yIadC0hMc8hc0nyjQ0k1AwDUxPf2V5eGMP51I+Fs5rC5e0aQAMgyFeNqbh7CTKOnb+QfMcHJ5Mg83l4MI0iG4yTTlron0p09BuALO8mAabMg3BNIhvT8o0QIDn2jTYXs/2++J36s00hB2kqZkGALkonrt+mc2haiUc3oTRzeEwXeqm4fQegM0KrWm1kse5MKRIrZcVT7WAJ9ch92d4+ivNK5RpkEmZBom8mwab0GK11pOCMQ1cEF2JpkF4OSnTYC+xaTCWTMtNw9IstIRW/I7TUrqwiN1rsf2K5pckg9WlbhrYwokUoGmZCAZWSSYg9YbUelnxZDstunEo0yDTpWkaTEelXZT9EvvvyjQI8g/ZNDRFKWUawhFB08Dyz0Qwmqk6SZyP4dn/FCrO5WIaGn/PTiHbidcHUSthIoWnvuL0bdUVYRrspgVRpkEmoWmQhleHAdcLj5+NGwT2cMK1/BfTv2GYhkDuvMabgvjUIWkaxDyiNIGYBvGl2z7T4LzqL1vTMF+B/jsXclEUkygPoFrAOW4qqaU5DH8xlCmeOaDLyzQAWJrD41cjE0EhjuN34aFP4uFPWe7FIVLrJeSxmxbEh2lw5Cq8mQbh/cqwVXtNgzHm+gy4Xnh8bs9zuDoGYXGwL8o0CA5EmQbRvqyolGkQyuZWe+y505VhTKSwfz2ynRhYhXwMbx9CrYRaCZO7cP+vY//6oEDsKd0d9SVgGsBN+Lnrc819Bk2bO0BqvXie+hTYVlo5pkF+5w9Hwt/V3kxDIE862mkaTE0UpuVMkw4ETWv8NX7hF2qJ5b+exTY3ZijcqWmVEFJIJYQUZuIKWMhjk1LTEvwqYXohpM1ObUpGWD5CVOlRmPCcV3ogJ4nDvTRkLJnGQTVVR3A8Tqqyoed/8O5Dqz/KfGYp85mlRz7/4StPvBkUhr1Mp4pUpqJrpYT1ZXNTcnIlMhVuqu37uzOmhWGfmYHr6a7ZvfE5q7VOLmR+oc1FIbzz8HuctLjJ8NVnup/Y3MQClCkO8tHWg2kQBlwPanNLAyxsFIyO1eY4bX6kmr4Lf/56UitbGiSZAHA8dZb3lgbr33zmn3c0Wxo8/WYNpaVB00C7pUF6LrVOLn/PtbOlQVRfNjclJ1cik3CiihXX0iCZ2FN4Z2BrAmxpsA4KpgQeWxrCPPGcB9DL4vEEuGPQTDUK2/pQpsHBXAbOs1KmQUAeoC4l0xByeF4RpsGmvqTXu+XCZvERd2WZhrIuns3cSSEo03BxD00B1NQCcTmaBsvvZEyD+FSWxb+wTUNjlTINpjQryTSIzs+VZBrCu1e2xDS4LdVWmwZN46fSXlmmIRcVdMuAfSEIy7N5Q0FRixKY8m9aYlq1QkwDv9BnwPXC42djKwj+8YlwieS7vWmQxhtRJpeRaeByvhRMA39nsb0p8zXlpOrF9yOby8z5FciT+DMN3pxEO02Dp7JysmEYpoFf2zrTcHFVtQDT7FYryDTYzAPeFtNgc79auaaBffcccL3w+Nk4DCnTQNo0iNKvdNNgc1dybRrsr0b/pkFY/jY7dGI1DLumYBrsri9nW7nAcWAajGlabxoA6B2Yr1julLJpKMSbmkmkd05lGoQKpPdigKJFA2MBhWwahPcjyULjv2RMg035KNNgycMdr3ih6KSyCbptMQ02Z4Jpldg5KdNgu9aYxuZWYE4fnGkYuQ7lAYv8nVdZqwJPg2f2JKBp84bp0UM3DQ7vPMo0+BMtGgCapjn6kdd60yA6q5RpcHhQl7VpsLmpXa6mwSZaB2ManIGJMayDVltMQ1mvj6a1IkwDw2Nzn9rcLtyaBrvbozINrRUtGsDSNMgjnzINRoVsGuwi62VjGgRnggNTpUyDgMGYhKZpEIX21piG+Uq9Z4CNabDzrM0HFarmK9ASWrUAaNpoj93loEyDcynTIJEyDco02C9UpsGS36Vp4PmVaeAhW2oahOf/xRcvhWeCFNJ0UOFpIgW9A1pCe+QP7W4vyjS4lTINEgVmGqzjjYt4xr6uINPg8nhtrk9lGgT5G7MVngnKNDjZyqLkraic7MiuPKVbOYFsq2koJjGR8moabGoqoGhU1rF7LXLRZWejTEOAUqZBImUalGmwX6hMgyU/FzPcmgYX9z6bW610K4uS50nEhybai1vTYONaHMVjhxdFQKahMox8rJ2mYXEO1QIOb1oeaaqs48l1yEWRiSAfw6mHL2apTEPQUqZBImUavJkGaaEp09C0a/4ohCmpmgabmg3eNNgstDcN/IbtNQ0256f1QVEwDUtz9ZZ/JzuVmAZj6cmi0XwFx+9GLoq0hlwUoz3IRPDM3ywbhWoBsyeb96ZMQ9BSpkEiWqbB+lRWpsFqp8o0mFNeMqbBur7sKkWUlZxfmYbmI812ttQ05GN44DeQiWDkOvOQjmO32s0lITh8x3dOZRqEUqZBImUalGmwXxiMaXC40GX+TsqnNabByfFK+ZuOvbkQpLfapi9cVtRMg5CfimnQNACjPe5Ng82VxX83aCKFxz7fNKKUcynTELiUaZBImQZlGuwXKtMgXiXKn5BpkJ1vQhInJ7kAgN+cY1hxpqFacGca5it2F9HSrLkAG6qVkNaW2xLMZWiQcJUyDYFLmQaJlGlQpsF+oTIN4lWi/P2aBmmlOEnPb+sA0ttJLi5PEcOKMw0sTcM62EOO9iCtAZp2drIpk6U5QNNyUQysQiEOaNpECtC0YhLVAi4sojKMp7+CasFQZlLTYH1R2JwkyjQ4lzINEinToEyD/UJlGsSrRPkr0wCjZBedDaQTnhaYhkJcstPKMLSEVkzWWxqWh2XUtNEe6B31NEuzYHaBWYfRHmQ7sf0K5KI4vcdQIHwZGotTmQZu8zCkTINEyjQo02C/UJkG8SpR/hRMgzQeh20abE7CFWca0prlTmslQNMaL1mwNGxwxoFVgLbsJKwgF2a4o+DL0CBlGvjNw5AyDRIp06BMg/1CZRrEq0T5K9PAZyItCptKbLtpMLY0LM3Ve0eyFyuynYCmsYGcTZmwpxKW5I6DdFNZWZSMMg2BS5kGiZRpUKbBfqEyDeJVovyVaeAzkRaFTSW23TQszEBLaPkYoGl6B5iHMI3D6OTOo0yDE0j59c4XbwhSpkEiZRqUabBfqEyDeJUof2Ua+EykRWFTiW03DexvZRjQNPaCgxTSZ6Uo06BMg0m0aAAo06BMg/1CZRrEq0T5K9PAZyItCptKJGIaXEH6rBRlGpRpMIkWDQBlGpRpsF+oTIN4lSh/ZRr4TKRF4TweX26mQX7+CHN2fOdUpkEoZRokUqZBmQb7hco0iFeJ8lemgc9EWhTO47EyDfxOlWkIXMo0SKRMgzIN9guVaRCvEuWvTAOfibQonMdjZRr4nSrTELiUaZBImQZlGuwXKtMgXiXKX5kGPhNpUTiPx8o08DtVpiFwKdMgkTINyjTYL1SmQbxKlL8yDXwm0qJwHo+VaeB3qkxD4FKmQSJlGpRpsF+oTIN4lSh/ZRr4TKRF4TweK9PA71SZhsClTINEyjQo02C/UJkG8SpR/so08JlIi8J5PFamgd+pMg2B6zI1DdpFGZdYfVemwcnxKtNgv2tTSmUa+IXKNCjTYJWVMg32h9ZG02AKplqzhGlMmfh0ISEe6vI+RLj8l8a/yjQ4OV5lGux3bUqpTAO/UJkGZRqsslKmwf7Q2mUaeIsgdAz8tlYB1wuPz+0d7cP6GPgDUKZBmQb7hco0iFeJ8lemgc9EWhQ2lahMg1WhKdOA0GTfYOBkiXCVdx7/Wcj3YXEMpvYT03IlJSUlJSUlUwA1LuRT8ultAq6XgO4/C/k+rI0POO/TggpQUlJSUlJaKbKKj8Lwyi+xCbheArrP7R3tw6VpqFZRreL48Q/YF5ofOnh0SGjyUKOiQ0KfTfGsOCQiPEQw/H/4EGkKppejaeC/r4hap4NHh4QmDzUqOiT02RTPikMiwkMEw//HPlY6XGKTiZeA7mdjF7sRNbNYfV8RtU4Hjw4JTR5qVHRI6LMpnhWHRISHCIb/Dx8f+ccT/IMM5wHXSzT3s3EYMpkGq2c8fOGaVgnT2Hyk6U0Jjh//wLSEz0EIbH8UfFb8Xkzb8peHzU6dH6+0hO3TSFN63rvbM4EtMZWStO74VW7L0IrQSNL24jKtalx0AZL4+Ti89fO16bw8XR0swVBEDYkIDxEM/x9Yd/uzWRJujG7NbpyrcQ037l9ImD/Ce5/wu/OPdCs+YNgHHqt/pag2exF+twmH7Ls0B7flY79hgyfwKJhOwPRxeCa4rTvntSbdkE9jMg0BFpEJYGwsbfpIi4vardYJj5NrxOG2gfAQLKLLkIcIhv8PAnpPMkDRokEQpsG4xPibw3iDsFpStb6P2Ace+/Bsgyo9Fmk+NpcHTyXMwW3ocmIaAg+HHkyD57qzLyIrX2KFsVJMg6kopPbLlMx4odkktq8IbybG4bUmXKtMwyXJQwTD/wfKNEjlzTRUuTZJ/v5lWi5MaRNHTclMjyeCMg0Oo6BxuUPTIDRDHuyCdJP2moYqdyaY6suqpuwLRxgIpRUkLC6rxxOBF1fgpkF6ERkXOrzirP7ly8r+YF0tt693mw/BUEQNiQgPEQz/HyjTIJVn09D42JsA+xuizU3cxjRYRRcbPIf/Wi2R3lhN92grKmnAsykKq2R8b49APppj0yDktDINwrqz+lcYZoQMVqeEk1INqrh8mgbhv0Z4q6ITXkpWV5ypeO3PbasCFB6XKYEVj6tiJxiKqCER4SGC4f8DZRqkMsaeqmPTYHVL4m8N9rcwmzuIKQeTaeDvZVZZ2Ycch7d140fYEdK+cGxyc/Kx36q9pkF4sNrFhm7h+SCMQ55rUFrmVrezYAtNC8c0ODlGK0/gPIG0rDzUCL+JVb3bfAiGImpIRHiIYPj/QJkGqVpmGoR3RpuQb2UarFJa3chswol0iZMbq6scnN8upRge8nT1CcM0OC8rt2Xo0DQ4L1UPxeW5I6T0wPnSM5kwJ4mdWBMPpsFtMbpKTzAUUUMiwkMEw/8HyjRIxZsGofjCNa2Smoaq4QZXFd31+PyNX6SmwQTPc2qaVr23p/rUvuobHwo35/8VFgKfXpiGPy6rHKw+NoVvwx/Ux/OZUPVqGqwK32EZWhFaNbm3pbhMq+xNQyO9/SrTWScsST6B8F9vpsH+9LCvcfsPwVBEDYkIDxEM/x8o0yBV4xoOtdb936M94j3/QjU7UH1gW3XPUPXlk9U3Pqw+ta96b0/14burLx3zxub5WAIPVL5KJuSPNyppEXkoQ5rlEyBbgOcVtbKixkMQiQgPEQz/HyjTIFWjgCYnJ1uwF8/ygpfrwR3XolwwLz+/iHIBhbuxcwOAC+ehadrigqMsNU3zVlDhnYihVpxneaayKShvZUizfJj8sDV+3BPhCUPUeEAPiQgPEYxApEyDRK0xDf7lGm9nF/qiODdrk2Txrni1N8me1g90QU8iuwUFHeUiatPBkYQsajxMdKjokPCixqZ4pKKGRISHCEYgUqZBokvTNAwm0bcWC3M2SUbSeHTT3FIysvDc8NICACwtoDaNchEFHTtuRL4fp474Jglf1HiYwqAaG0sL/7aeJChRY1M8UlFDIsJDBCMQKdMg0SVjGpbjx/P3oT9mk/KdSWR78fIeAMD4EDZegTMzfLJyEUPbkO9HteyOpMWixsOkTIMTmdlE52ErRa2sqPGAHhIRHiIYgUiZBolWlmloBAnL+DGxZ3Zrp00+1TLSCZSLhkUjKfRFrdJPjGCgC8VBXDjfREJH1HiYAqSSV7qth6BZPjg0gFzPwrar0duJ7gi6I0h2IKFBjwt64bRK1MqKGg/oIRHhIYIRiJRpkOiSMg3lApIdE4WtVpl88BbSCbz1KrdCj+POP0etItxqcQHFQWS661aDWkFR42Fqo2kwWQdy5XNsH/qi+Mk65HqqTz+A6RKmS3hvCgtzOL+IkRS2rEFv55lM6vje2YkRjOZQKZmbu0IStbKixgN6SI54pkvYuQGl4TZjrBAp0yDRSjEN0iAxNpZGbyeKutWPzrPvIZ1A+ZDFDn6yDt/+DfxkHfpj6Ivi9i+Z1lfLyPUh14fRQjW4wwpANCtOmQaxcj3oWoWRFPuPZ6uWke/Hk98uvL3hWiS0wztmR3PI9yO7BdlevJjFkrPXfLyJVlnR4wE9JDuekduhx9EdQW8nHr8FfVEkO9grYy3FWGlSpkEiTdPSCSycoV7r0iBRvXcdHkzwKZnma8h048QB2W7Gh1AaRrmAp/qEL1+Ui9h+w/l8v93rFS0WzYrzSeXQGQhXnb313+Cuv2y0G1Epn1oF/TH0xzC33HHByFYtY3cfsr149dBFZ5D/IXo7GwdSLePADmR7Q2x1oFJWF0WNB/SQxDwjKSQ7kL4OIynMnFxeXqtgYD0Gk+w/h++Ze8cw6dwspkvY2YVcD3bfgulSYLsPVMo0SKRp2sQIcn3kLgaTJPFjYe6X3/51dnsVBpVcHyZGXO7yke8I+0hOTk5OjCDTjVwfjo5gvub5mIIRzYrzRmXfcuDINOR6fnHT72MwiWQH+mMoDU9OTqJcQK4H/THcvBq9nejtROoajKQwsRfAO5PhV2JRR7IDuR7T4kYpHd4FPSl6W2ffNmxZY3wPqFyEnsRoLhRMaucSNR7QQ2riYY+3uiPQ41Yh+a1X8Yv//PmpDev1ZP0980dvxWjO7yUgL5bpEm79LLoj2LcNuR7s2oTuCPpjGB/yteMQpEyDRKyA8v14ervdkAZtlKP4ket5/7/8O6v0+wdw4EFP+2ZndnNfh8blUSlh9M4jehLZXozmwm03thG1uxhTW0xDJRNHd2S5U8uhAfRFkdDQF0WuN6TrvAAAIABJREFUB0UdMydZH4Izz+575/vJs/+wuphIDW1Dpht6EkPbMDGCs+95P2qxBtajt1PYvXFycrJaRrYX+wesz59cj6mj7nwNQ9tC8Q3UziVqPKCHtMxTGq6H4ckXhSnZA1ZmEc7f8r9ceCgJYL6Gdybrfbb2pLw3oEqKpTSMZAcODZiXF3X0rUV3BLkeTJdwZmZpAVPj9U4877SppJVpkIgV0HwND2z4VWs6W7mVo/iR7DiRv1m4qlxEttfRu3lilQu441oc/ClOj2O6hHLh7SfvRn8MCQ3JDna6V8s48CDSCewfaMNjC2p3MSa3VE76KEhMw+lxJDScHjelf+Pl50z7Kg4inUBBx/uvzaK3kz3VWlpAtYyCjoEuyyE6XOv8Ivpj2JGwWv/09lk92fwuj1B6HHrctCzbi9MTfgFNavG5JL0qCZ7b1JDqPC8NojuCY/uEaeZryPcvd+UGgIU59HY2+tYwvXoIetLj7yu7Yjk0gISGQw9YVvd06VeZrg9v7ERCe/5b+pM/Qb4fuT4MbYOexEi6Rb2AG1KmQaJGAR0cfndoW3tZxJLGj2n9q9DjwlXFQkZPolr2YRoATOyBHq+3bPdFF7ZdjaKO84tYmMN7U+iLshv60gKOjiDTLRjaIVQtX66vHcAtn8Fbx1q3b2u1wTTo8eq96/j0RpKpcWS6UdANT3MX5tAfM4XkchG7+5Dp9t2AtGUNfvp/C9csLiDfj+y2BafNwv0xPH6LccGF88huwbtTPvA4BdITRfiv846rAfKEIWpIk5OTeP4+DKy3GsvueAF6EuO8nZg5ia5VpqcDSwso7vTSb8ayWErD//Xv/wVzJ8LqvnC+/lp7vh+1F8bRHcGuTY218zUcLyDTjaFtrbupKtMgkfHtiXx/WM9K/UgSP87Nnu/615h8UXg/GtxaYVeL9PbkXILL40f/F1LXNP47OoJsL3b3odKSjj6M54N//t+Q0PD4LUhobXzRv6EWm4YT+ZuR7CgVU3z6BsnECHbcaFEpnG8AUJvGgR31DgReuozpcdz1V8I1lVLdkbgopekSkh2mwFCbBvPEQck5TwAmT5mGIDR/51+jP2YVjwu6bbhlTw24V83LRQx0uesEJiyWcm4jElo5t5H9y0NWy9h5M5r6lTMT3x8zUZUPIdPdNF5OeFKmQSKjaZivIZ2g8l6A0/tRf0z4+5I9mMj0VPlMfEp817jj2kafZKZTR5DtRa4PU+P+9ynjGUz+4qZPYWFubCxdvxGM7Qp3r06o3MhnEJrb2omRlDA9IynuxI4bsXDGmqA/hvR1fPex+RqKgxjocumnDSOGmXhy945lujGSzcNtKQ0mTecYLvqPoDpyttc08JcntQgNakg7u9hYdnx5snhcHJTlYDG0XW0a2V4Hm1+UoFhOj1/41q/h2D5hpQOYGIGetLg95nrQHTE1mi4toDiInTeH3uSgTINEpnEajo5gd19bgdzcXyqZOPqiwlWHi3qmG4VcTpinH1neNfqixoY1pkoJQ9tQ0DEb2gDB0/pX0dvZ9CN76gh7iBjWLh3IW/jxGITGhxZv+B2cX7RKXxzEw9918KAh800kO4QtvbMz9e4OozkHv3XKBXStwnTJxPPs0N5sLwa3VpYWPJ2QC3NIdvDNSKM57EmJ0ruXMg1S+enhG8j9ZzmrXI/p7mf8vZROIJ8pOMpxZxcG1vOLlxaQ70e+31EepmIZG0ujLzqtfxUWlZ7tey3XZ2t2D9yDhMY/bJ0aD7h1jZcyDRLxgzvl+hz0zApTTu8v700hofG3ZvZl+M6J4qA4E5+yvGucm8WNV2Lr5/mXiEZz3NjVQWhsLI3xoQvf+jXMnDQf4HuT9bebLop1k56vhfB2gEitMw0Lc+iOvL7rG1bpc/eO5fpwuKg7olmYw2ObkOxA4W5+ZW162TpYqlZBd4SNvtfgqU0j34+f3TBXKYkPzakKdxsfhDUU1DXrpNYCMHmOF4p5TKOnnF90cYS+5d80eL4LGTd/66d/xV7s4nMeunMi24vatJvdsdeLRDr8GHJ98puGqVjeufNL/EMT9uWlw/fn+/HYj07ymZj14g4kNL7RdL6G0d3yrT1LmQaJeNNQLSPT3T4g5/eX5gcTxlXvTOK+b320uCDJxJskd42ijptX883IrLnP7s0695oobEWywzJe1iofff+aD2/sPPbd2/Vk/ZXCTDe2b0SuT9QxKlC1zjT0x5DrsUo/vg/bu9+/cN5lpZcL2LKGr0QmZh0y3Tg6IqpNw/2X2YWhOyf0JCZG5EHUkZId/DMU1rnB/0MKaqZBUD5sHIKEht5O3HENuiPYeAUcOsIg5Oe5m83xSnNoSq//HRIaG0LGmMnhQ3q+v96UZbVTsQxOl9doDpluyWPrRrGwXzJLGz8ubPmbryGzucr/nLPUW8fQtQrP3WOXJmgp0yCRcBjpgu7iaVaAcn5/qWTi6O20Sp/vx169KM3Em+R3jfOL0OPYvZlf461nskkN/oXu3zM9yGd/52t44r4j2V5kunHsnsLirWvP3xM35lApYf8Asr0htjp4Cz9ug8rpga/ijmus0hdyOT2Jg/ld/Cq5zi+iL4rcrVbra9MYSSOdwIEHUSlhcQGoVbAjgefvYzuqlJDte01P4vH+ktVN3G38AIBcj9DNjO9z2pJsI7Km4UT+ZuR6Fro/gf7YxP7vYWEO0yUc24daBTMn0RddTF1XHSkdL4DN1nF4F8pFnD4W/OgpDk2D20KwycT0S+DcTb8PPf7y4btMaWrT2N79vlXzqvzUYs/UZsQNAOVDkocCjWIpFVNWLX/PjwxmupG7d4wvBDu9dQzJDkwF8g60I5lMg3ZRLQMw87Rrx1YSmoZzZzDQ1YYekU7vLwtzSxs/jnJBmP6ZXU81BmZwcum6ldOfGiMp4TDv7HHjUWc9k+0KYWD9ez/6U9PCg/ldbBCCoTsnmq5wPY7+mOlR/bH92L4xrKeDrTANtQp7PiVMv7QAfeN8uWiXlVw/WVcfeea9KdQqeG8KRR33fKXxm2y+hvF9eObOufFv9CChvdS7J9eHbC/SCeT7sXdA4ly9mAZ21KL367K9fh9S2NdagCbA4cLxQynWU29p48cxmHxtaAMM9fv04EhxENu7308nULohtfDNyMwt17/6k+HjO0pHH58t6NjdBz2J7BYUBwM7z6UndnjO6VT2H5DsOD0g6Cgwks3ryXonBif5i2U732+lZPeMtZHt7NY1GEzyu66UcN+3PjJdjxKehqYOY8ualr0UZvQHVt9bqZVhGgCwsaVbJneX1s6ud+78M6v0mZ6q1anZUtMA8Zg8YI8qtkjaciT8g0nTI8OxsfTECNKJ+tACgmMcTGLbVaZg8/40Mt3uB9h2IJtSCux+enFgBmH6kTQe7xf7Cbiq/ekS9DgSWn0C6/5YfaDJ3k48fTtGUnj6dtZ98hc/rzw7tLdaRm0aLxx80MlB2R+vpfS48Ak0e7Do57e1sNbCiH/ShSfyN2MwiYTGxgI3rspnCvl+pBMY3FqZGEEht3v5kPdtQ3+s/vzi4kOcahmjOeT66p1RfLauSU/ssExDUb/wrV8zFQX7MprDwMb5xmg03k0D7N4TxsUTTPhks57tnts++k4Hv2v2ogR7Y8gG0k5vl9EdMY1GFZKUaZBI07SxsfTk5CT72/gyNpZ+5LYP9+pF00LTX+cLg0r/5gtP/GrDb5aKKWH6g8PvZjZXW8ljn37pps9M618Vps/dOZ/ZXH3lhTfd5v/BD6768LYvGBe+8sKbmc3VoR+eO1zUbTJ5877/sHTTZ0rFHxlXnTz6xoP/9NHegWILCs303U/+r+/6xvkbrrRK/+KTb2+/4XyAPC8fvsu08O0n73nv9qvPpP/uvR/96enxA608qd584YmljR8Xpt+XPjN850RQ9dX69KfHD0xl1n942xeWNn58dnvXxP7vGdPvHShuv+H8o//8+otPvs1vbvz+2nDX+RuuPD5yq3FhcX9mX/rMfd/6KHfn/HN7hz3wWy0Mu9Bqgzedv+HKE/mbTavKJyqP/vPrj9z24aH9GVf58wnYl6nXTi50f+LsXddZZXJ8/HRmczV35zy/6t3Hf/CrDb/JqsyYPtv32iO3fXh8/LT0eE2EpvRvHH3xl8mPT2XW8yXvX1qzjPFR+L2VImoaILJ+tWnc/+2PXD2OtVlon16qyYbBt/iZxZTpdt0OGQi/ZfrpEhJaY+wpU/q9A8V0Ak/cd4RfZak7rsW2q4w9xp956H09afe8oynn7dcvdH/CBMkq2tSxP8hCcPXL3qG2rLGZ6ibbuzyI06Sz9mQEcbxuZc9mwzO3VTAL/NhYenHB9Y9O6apwxZ62dEfq89FfnGaMrWyUDxtrVTpMexN/80/zxtqXDt8/msMDXR8WdLxwcczkVla6a+V6jJOdNsSG6NibFg8E6UTCQ3v58F3oi04/8Nd8msbf4iCyvXhu71BjYbWQQXfE1EWXDUZ5+DEvVMJdo1z45bd/3VinYUiZBolsTAOA3L1j+wfMC9tyP6rfPsoFdEes0ozmUNBd5SpGFS70fLx8n01jmvkaBrdWsr14elAU9tmj9FoFp8cxksIDXzM+72ADrO7+8bzDbvNsp/O3/IHpdQMAz+x6Sk+iWMiEVAgBX+RF3ebh62iuqUtga0yDN0nZrHb9+q5vWJ1Ue/Viro9YfVmJvRhcLqBWQbnAu8DJixN6uR2anfGzTgCvDXcZFxoj333f+og9myNqGtjcJX1rTY5hvob9A8h0o1LyNZSF5aEtzM1v/jR6zcbU+LdcxANdH+b78fzII3jr2IXkx/HaAZbP0kL91rTnDi8d4+yL2jTKZBhSpkEiTdOq9/4Fpo5YVRXrXUXFNPStFUyVBgDwOZylz/upJL0e/2Db52zyr5Sw46Z3s70XuxdMl+qTv228ov4o/ebV0ONs3IXZGRQHoSfrw686v2uw3U0UtiKhsfm9jDxHR7C9+31XheC80AKWxaSRAM6+h3Si6bm12/JZEaZhbCyN3k5jH3Vjmmyviz5xbTMN700iodm/Tbf7x/NN0yy51NhYGrXK0j/+FhJa/dM8rMvB/C42N1IhtxutqnSnEr33u7RQH/Sl8fM9FNPA/paG0RddvPF3oMdPZf+BT//iwR0TI3juH3NIaC/eNljQUdDx5E/qtybPPU/l5f/WsfnN/zPeC2vgL2UaJNI0jY3b35hQ2FRV1TL0ZH1snED8uLfrbXJyEqVh9HZaJSjuRHGnh4ybqHzeT23SL3R/Anf+uX35VMvI9+PgNweQ0KZ/OvDmgcrsDGrTqJYxNY7RXP3nxfaNKA4u2yO3d42xsTRGUnOG0WcbX4bvnCjo5E2DbTNDcdDcwzRw0xCgvLHVvxR1YSUyD/qgzP8JF7YiFjKxqTSsBy1lfe7yD8xaJXAi00Gd3NeNhGZ8+4D9LRdx37c+Gs3hpcP3w02hhah920xzSS8tYHwf9CT2DzQNyOHHNDDZH2959z9iJDW/+dPoixqtQ/3LawfQHTk3fuS57HvlIsrFIEfNb1f5q1cuJao/nsj1vP9f/h1bwlfVaA7ZvteEq9Bcf+FV7eTkJPqiVqO4sMFt/PQbd34/tblKJWf5YPJM779FrgdFnTWv1dMceRhFHRN7MZhEd+SX319bHSkVdyLfj8Gb6xNY5PtRHET5kGAAHy+mgZmYIw/zkLm++hAX9oXQziBk3cwgPA28lc8KMA3A0saP20zVdnSERn3xem8K3RGrJkMAozkMdPlte2+o6aCmS/ObP43+WNMFCLxw4MF8P3bc9G5jIEXYFlqIOvJw/SWdi48k2GBi6YS4S0fYpmH539Lw/OZPozvyzp1/xi7Aif3fa4xrHkhN2eC10TS0XbRoYOjTsND9CXYZC0+dB7vfd/XKe+CV+vaT99g0M+T7Q3lv0K1pkGbyxvb/B7ke6PFf3PT7SHbUp6ZMXwc9jtu/hFwPP9ifVN54jA/FjZALc3ig60P2c8G/aQhehbvRH7NaKTwN/LffIrTD8VZ3jS/T+lcbb96iueQP5nc1GgjhuL7Cu/U3yXrQYjbfQWPc4rB4RlJIaI0H9rh4+Pu2H2y8GYiALn+JWGeOcgGTL7LfDEhd0/DE5UPIyaZob51pYH+nS9V716G3E90R3PKZxq84ZRrCEy0aGExDObcR3ZH6TIlc3bDB9fiHFC3Th7d9waqZoVJCtjfEXZuONLBfrrUKDg0IR+lxJW+X69hYGn3RSibOQz6z6yn2uj8508BmbLLwVVbDnwdiGkKST9MwNpZGd4R1TwFX/gW9Pvoev8pqYStMQ3/Manzu2Rlke3HYMNVAiDwzJ43v/TcKgY1BxPeODAbp3CymSxhJQY+jL4ruCJId6FuLvihu/WzjN8N8DcWd9Z4B4pncg+JplruLerpkbCsK+8xRpoGQmt6eGEwKB/NiXw4/JnhI0SId2/fRP/2+1crsFpxq3RijwUxzF2DpeecpFxa6f4/HGxtLFweR76dnGkRzQzdkNWlTi349e1IApsH6wSLrGsyeZ0nryxuPa+3swsiPhGuqZQx0mRuKwuWpVbBljbHNo9FIw2aFDtg0FHV0rUJvJ3Z2oaijXMB7U6YkrFeTnkRxp9OZRFppGlqDYS9lGtqvJtOwMIdkh/Fpn+nUMQ622FLp8dntXcI1EyMBDLnvSoGYhgDl53Kd3drJfmzx94vdfU2jILs1DcHfRFjXOe5tdSab1qZLyTQ0tFzU5xcvfOvXrMbSzt07dmAHhKsgOhvDLav+mJVjYEMU833oQq+7hTn0RU3DtrJiYTM/+e9CVFfqGvRFUbWc2rF8CNleZHudDjDvl8da3n7etPgqU6ahnTKP03BoYH7zp2Fx6hzM70on6jMAtU4Lc0holROCdrqlBejJVs+RQS0I+eFhL84In0nVpuu/U6mYhge+ZjOol3E0J5Oo1ZdRAZgGoHrvOtYAw1fK4aLOLpD2m4a+tbjnK8I1R0dw3zcw+bJgVav6WKwVdpQZzUFPmq2MFyTbPhxsDkknTyKECts0tAujjVKmQSJ+cKe5rZ384D+NfydGkOmpthRxJAU9Ljwp+ffrWiBql4ffZ/bWz6T26kXhQwrYmgb/VGJZNzOUD2G39Twp1OrLqEBMQ6mYQkJDrSJ8nMRGPGuzaRhM4o5rhWsmRjCwAadeEm/Xurqz8A1s1MXRnFekhTnccY3QMTC7wF6h9POzh8jpTQQjECnTIBFvGqwG/2n8HUm7HhnUl3o7US7wJyXr+LYY9NS3UlG7PPzyLMwh2WGsbmOlN97AdNt9IeBSKuo2L03Yjx1Orb6MCsQ01J1fs9E3/s10o5DLwba+fPLYafQR1sOaX/PS48h024XMltadxfRyZ99Dvh8j6XonAxdI0yX0dmLXJn4Nm8DJp11gInJ6E8EIRMo0SCQeRnok9eGm/6HRas0r14fntreEjw2LJjop/U8E7E3ULo8AeHI9s4ZhgoxnQm0a933ro7Pvtds09EUb8xGYJO3UQq2+jPLJtlz+0yUkO6xMw9ERDG6toC2mYeowbl6Nt47xa5hjWDhjt3Wr6+6Oa5C9QbiGtQqUi46Rju1DsoOflbFSQnZLfSzXQETk9CaCEYiUaZDIau6JD7Z9Dt/+WPXevxButXQO2zfipcfD59Pj7MIznZSm+QVaKWqXRzA8fVHhBEgAcveOmdq30eLwU6sg2WG1UtqphVp9GRWYaQDwk3X8WIeNCnqw+/3GhGTh8Zj11rHG4D8msQmo7B1D8DxSsenlrN/pzfY6mOpluoT+GDZeYTpw9mZEtjfIMRNB5vQmghGIlGmQyG7CKnb2G8YmM2rhDDLdoQypZNjHHBIaa9g0npTGd8laL2qXRzA85QLfaaBxJmR78cyup9Au05DrsXrTkg2tbS9q9WVUkCMesoAn6tkAIJ8pNGaxCpunrqkjuPFKYfvQxIjkqUQoPA41ksKtf2SzPv/AbDph8Y7D6XHocXStwkgK55YHwGZ2IdON44WAYUHm9CaCEYiUaZDIfpZLAMj1oDsibGCsTSPT7fodIRdio6AAaD4p8/1h7lQmapdHYDy5HmG/gbGx9NQ4BjbOt4cK4KfcZXL47gy1+jIq2GGSjQNECrunSB/nBVZWrHFoTPCaFXMMszOOsmlP3d1xjdWLHgAmJydr08smYGkBWJirz4ey8QqMpBrT1i8toFzEnju8vEjpXERObyIYgUiZBokaBWRX68/cgY1XNC4Go+ZrGNrmZUJqRzLMMtDAmxhBzrqrfAtE7fIIkmfbVSjcLVxT0Jv6kEsVGFW5YDV8uMOZ0KnVl1HBso2NpdEXndbNDynYl9PHsPPmVvH0x4SvDIzm8LN/xOzbTrNpT92xCalFnSJhQGLtB7lEAQnt7K2xd4eGZ2fqc8sVB7G7D3oSBT3ghxE2PO0VEYxApEyDRI5MA4Adf2/VRLx0DsVBZLd4nwtVrOZowfAagwe0UdQujyB5WBO36CG025nHA6O62KnFpKUFp2cCtfoyKnjTMHMSCQ0zJ4XPj6TOLxiekRR2b+YXT4zgZ/+ImZ+7yKmddafHcdvn6u6nqGN8CEUdI6n3B7+L6RLOL7JxlP9rV0fl8TE2gurOm+tzy43mcFrQMhuKiJzeRDACkTINEjk1DQtz6I5YzS4IoHwIejK4VrjpEm7/knF3DG93XzsfTBhJ6Cj4lxstftm7GnwzMCqL4RmcD9FBrb6MCoXNerBtaWcgvzwjt6M7Ihz2kT2VcGv321x3z92Doo6dXdDj9baHweSZ9Hr0diKhobcTP7zawwxzwYrI6U0EIxAp0yCRU9MA4NAAtqwxdvAxab6G3X3I9/tuCZg6goSGqab5JCYnJwt6aM9B3Ija5RE8z4MJ7NwgXJPd4rS5NRgqi+EZzr6HdKI+EWKLSMJRKGy203rZv3bkiyfXg21XCX9XlA857fkYJE84ooZEhIcIRiBSpkEiF6YBQK4HvZ32EzOycUu89xM+M4Mbr8Qr5lbUfT+da29XhoaoXR7B87BebKJaZgPktY7KYngGVyOBUqsvo8JiG0nZjIVl4/y88+z9Hvqiwm5PE894H+udYN1RQyLCQwQjECnTIJE70wBgYg9++jd44G+x7ap6k91jm/C9z2PjFThT7xJdm643OTjsI92kvigO/tS07OU9uP/bv1w65z63EETt8mhxE7fDHpEBUJ06hK5VfMuW2xduqdWXUSGybVmD8SHhGub8lkRDqXrhKRfQF0XqGuHKEwdctAkFwxOyqCER4SGCEYiUaZDItWkAMLEHRR2v7kdpGEUd+7ahXMD+u9AdMT5+nhhBOoHiIC6cd0wjeutvahx6EiePvuE4l3BF7fIIhadWYS/982vmay150ZG1dlg0M7TnPY4QFCIbewnQauWg+Emfa54HE+iOoCjKCzh9DOkEPnjLXZa+eMIXNSQiPEQwApEyDRJ5MQ1WGkmht9MYaRbmUBxEOoGCjnek2R/bh65VmGmaPXY0h4Eu1KYJnZR0SJjC4sn1YGC9cM1RBz0i/VJZTAzIejO4mnCEWn0ZFS5bX9QqnMNiXlB3PINJ/PRvrFay2a69zdzokaclooZEhIcIRiBSpkGiIE0DgFwPfni16dHm2fcwmsPgzch0ozho8WbmdMn0y3J2pv7+EnvGQeekpEPCFBaPbX866UhBvqge22T1SN7tcBF+SUJWuGzlArojViunxrF9I841D+TsgmdHArf+kbATAy46Bv+vHRKsO2pIRHiIYAQiZRokCtg0wHJcFwC1aYzmkN2CTDeKO1EpXfzJ+PPn8Z3favwqYqOmpBNNY1TTOSnpkDCFyGPdn65ahp4UPxf3SyUa0LqxU4fdMIMhCV+hs/XHhKNcMPHjpDnlKRfQJe4qi4tvXwcyagvBuqOGRISHCEYgUqZBouBNQ62C7gieuQO1Cs4vojSMBxMo6ji93GN7vlZv4k4ncOI/9yChvX3XttEcDj+GTDeyWzAxYp7Mhs5JSYeEKVye3k6r6SWtnoszeaeyblTP93uZ64RafRkVOhvrm2I9lsBIGgd2uOexrqOJEWzfeKlN4WgUNSQiPEQwApEyDRIFbxoAvHUM3/0U/un3kNDQF8XI7dDjuHl1/V5zfhG1CiZfxGASN6/+8AexVx+vPDuA0RxGc5a3GzonJR0SpnB5Dg2gb61wzYXzyHRbNkF7pMr14IGvCddMjctHQQ6SpCVqBdtIyqZHJIBc3/L7q454rLtYFnci2+vpnSkLEaw7akhEeIhgBCJlGiQKxTQ0ZHrkWRpGfwxdq9AdwZY1yPWgvN9hTnROSjokTG1s4g745T3bXhTCjntORK2+jGoRm+1DiqUF5Prqk4U64umO8I1PF84j3x/8bPUE644aEhEeIhiBSJkGicI1DUJZjylpIzonJR0SptB5WB9VUScDWI+z5IXKMKmpSa5GsA6ApFVqERubkGLyRav1S+eQ3YL9Aw54sjcgfZ1pWbWMwZtdd1B1IoJ1Rw2JCA8RjECkTINEbTANnkQHjw4JUyt4cj1W4Zw9pOBHGPRC1S2eAtvtXFkBkLRKrWMrDds4PwAXziPXh6d+9oFdJo9u5B9MjOagJ1E+FAAjL4J1Rw2JCA8RjEAkNQ1as0wLg+cJPEefUqbBreiQMLWIpztiNcIge5PCNESjayrrNzX2D+DwLneZ+SJpoVrKVi4gdY2NbwCQ3bZgOXfMI99BQjM+cKyWA5prxloE644aEhEeIhiByIlpsFkSuG9QpsGj6ODRIWFqEU9pGN0Rq7fs+GmQXFN1i+dQLReR7XWXk0nU6suoVrNN7EGyA4W7rdZPTk4KWg6mS+iLoj/WGCd+vob9A8h0+5hixpkI1h01JCI8RDACkTINEmmaNqmk5EBn0n83f+dfW6197Ifnnt4+6y3n2uBN5374ZX758fHTD2z41Wih6i1bJV7VQmZx8xqbepycnBwtVB/Z8uH2G84f6c/Fiu5aAAAL/ElEQVTXvv/VX377X9cGb5qcnCyfqLz45Nv70mce2PCr/ANz5ROVVlErKYUr4RMHm6DJP5swrg04RgebnX+plga3okPC1FKebsuHFGxOisaQPu6ousXNDPn+ALrXUasvo9rGpsfRF8WpQ8j1IH1do/CNPAs7ei58Y9Wx76b0xGw6AfZhNWIzqFewIlh31JCI8BDBCESmqG/vJ9gSZRooig4eHRKmlvKwhxQWMr6B6YLKojfD6OPYc4d7Qk7U6suodrKNpPDdTyHXg0MD6O1E6hr0x8798MvQ49DjuP1L0ONWo0S3TATrjhoSER4iGIHIVdRXpoGu6ODRIWFqNY8et5o1G8Dhx+qdG1xQdQuaGSZGkO0N5hcttfoyqs1sbxlG5hofQmn47SfvRlFHUceRh9uHtSyCdUcNiQgPEYxA5KpPgzINdEUHjw4JU6t5FuasniYw5ftRHHRMtW+bcDJ0NrVpIKJWX0ZRY1M8UlFDIsJDBCMQOYn6/NMK9colOdHBo0PC1AaeQwPYssZq5dICsr3I3+9gCK/pEhKa6SXA2jT0pN8plY2iVl9GUWNTPFJRQyLCQwQjEKnBnSRSpsGt6JAwtYdnMGk13BOApXO4/9u/lA+uwA1vPPs2Mt2SSbfdilp9GUWNTfFIRQ2JCA8RjECkTINEyjS4FR0Sprbx9EUxfJPVypNH38j24qjNpJSFu3HrZxuv/gOYm0F2SzBTKhtFrb6MosameKSihkSEhwhGIFKmQSJlGtyKDglT23jOzCCh4XGxb5icnFxawNA2FHTRiIFF3TRo9NkaMt3BOwbQqy+jqLEpnv+/vfvnsZw64zh+XwCCFqWJ8yJSY4kXsO8guEOJAlshhWotRUqzElQjCqTFEkWilCsKJBpLBCFEkZBIKRNDQbMSfySQECAOxbNzdMbH1+f4+tj+sfP9VDN3d/Z+1z62n/G9O5ukliTSI5JRBENDAkPDUjol5sieb75w959zf30p/kmRvsp+wuDjHx1o/yv6O38e/W+W/37PPXi58KsScYkgtTZ6ktSSRHpEMopgaEhgaFhKp8Qc3/Pgd+7uM+7hvfCf9YdVjz5z797/8p9/uPfD75/+4e6zP736G/fV5999675+5D5+6P7eunevNrnHEJeoUWujJ0ktSaRHJKMIhoYEhoaldEqMRM+j/7vXnnev/MrPDTeq3nvdvfz092+88K/uvw/vP/7Zgm/ddW+/4j74m/v0P9N/ZCkS2+cMtTZ6ktSSRHpEMopgaEhgaFhKp8QI9bz9ov+vkx9X/eOB+9Ov3dWdyf/zeh9C2yei1kZPklqSSI9IRhEMDQkMDUvplBitnvffdFd33AdvDZ986K7uuL/8dubHQO1Da/vcpNZGT5JakkiPSEYRDA0JDA1L6ZQYtR73v4/c1Z0f//iUe3jv6BTnBLdPQK2NniS1JJEekYwiGBoSGBqW0ikxaj1m+OTDoxMe09w+Rq2NniS1JJEekYwiGBoSGBqW0ikxaj1Gp0qnJKbWRk+SWpJIj0hGEQwNCQwNS+mUGLUeo1OlUxJTa6MnSS1JpEckowiGhgSGhqV0Soxaj9Gp0imJqbXRk6SWJNIjklEEQ0MCQ8NSOiVGrcfoVOmUxNTa6ElSSxLpEckogqEhgaFhKZ0So9ZjdKp0SmJqbfQkqSWJ9IhkFMHQkMDQsJROiVHrMTpVOiUxtTZ6ktSSRHpEMopgaEhgaFhKp8So9RidKp2SmFobPUlqSSI9IhlFMDQkMDQspVNi1HqMTpVOSUytjZ4ktSSRHpGMIhgaEhgaltIpMWo9RqdKpySm1kZPklqSSI9IRhEMDQkMDUvplBi1HqNTpVMSU2ujJ0ktSaRHJKMIhoYEhoaldEqMWo/RqdIpiam10ZOkliTSI5JRBENDAkPDUjolRq3H6FTplMTU2uhJUksS6RHJKIKhIYGhYSmdEqPWY3SqdEpiam30JKklifSIZBTB0JDA0LCUTolR6zE6VTolMbU2epLUkkR6RDKKYGhIYGhYSqfEqPUYnSqdkphaGz1JakkiPSIZRWQODaPfdro288iFPSu/vjiGhqV0Soxaj9Gp0imJqbXRk6SWJNIjklFEzmU+ng9GH5/71Ut61nzxFhgaltIpMWo9RqdKpySm1kZPklqSSI9IRhEX3Gm4dUMDAAAwmZfOmY/P/eol1+g1X7yplX+xrenk6ZQYtR6jU6VTElNroydJLUmkRyRjC+fmCYYG9b2uk6dTYtR6jE6VTklMrY2eJLUkkR6RjD0xNAAAgCwMDQAAIMtoFJh8/SL/HRJzT7Ty6wEAwC2x69BgY07TNPZpVVWn06mu66V/Ttd1/g8590hZljoMw3ZPMa/UptuCTklsvm3r8sOXzTlN01TXNj1wMg3D4JPquu77fuY3t23btu12MafTqaoqv9dElrf/NjFnE23XsGZThGdpv7ubpllzgIzeFXguT2QnPhkOGBqqqrJPL7jy2bKzw+bcI8V1XWflXddt9BRJ6zfddnRKYgcODQrLZlLTNKfTqW3bvu/btj189w3DYNePtm27rrOPZy4kWwePLj+Hbx+fUVVV13Vd19V1Pb+Jtmu4bFOMztJ+BdruXrN5w83Sdd25WUpkJz4Z9h4a/Bmh7/u6rm1fDsNgh4EtIDsY7Jfatg2/E7JPwxUQP1JcHRj9XexI8IWTzUXkbzpL8uU7fB/pN77/wPLCcqva//KZbNt/2cQZfhWFD27HnsVfcuxs65xr29ZfvH1tvMiLs8HFn+6HYQhvqvkqe8Tiw99QnD/WLMnvMj/Q+JUcHmtb37MJ12q4ieK9NtpixRvOna5nDvPRWXq03fzHFyfFTze5ki1b4dbaL9reQ4OdQ/u+t9nTP2LfkPV9H57lbQfHSzBeKNud/e34tBNreKr130TaKc9W50zzSvmbzj7w57sdrtM5Q4M/4W4ds7Rt/2UzyvDrxz7YYWjw+8IGXFsqdp7t+77ve3+2nVzkxcWjkl8q/nmtym5ln4Jbblvwo3+4cmw/Nk3T970dff6gG4bB7+6tq+LI0V6Lt1jxhpnT9fxhHh9udpNpzTF4uslunh21km+JA4YGW9l2ZfXLyHZ2OI3OnBr2HBrCk3642sK8nOaVFm26KrjTu0WMc85OlGGbS12Y9/k2+rK24maWzSgj7KmqardNZMvGnr1pGls/Xryet9tWM0ND+Et+t25XYsLjyB9oo8g9j7XRM4afxnttcoutMXk0TZ6uk4f56K/gX5tY+Z6GqqqGa+76tY9DVvItccDQYHfXbU/7a6GNgf4RN7tr9xwa6uvboeESdOeHho0yFm06m7XtSrBFjDtz6RUZGi5o26hhctkcPjTY91v+U38r207f4fl3n1PtzMsTxw4NdlWbHxpsu216rI2e0QWbKN5rxYeG+HiZP11nDg3+bQ0r8+LFcOBKviUOGBr8+578I7bORm/LUhga/F1HW3yjbx9PUy9PbDo0ZG46u21YXb8ouwV/zNvz2hnT2vypNix3Ow4NF7SVNbNs4oz9X57wm8Xfy63r2pL8TV270z65yIsbzr8RcnSzPXwRcP3l8JxwVdTXbx6afHnC7XKs+aoqeiNkvNcmt9ga8dE0f7rOGRr8F/o3MF6cFx/CB67kW+KAocE551/HOl1/A+3PGqOL4vyfM/NIEbbCRk/U3nz7QhW9EbJ4hlu46dzqtxflaKJ/NOXvNx47NFzQVtbMspnM8Kuo2uvlCb9awtXbHvRGSDf7Ty7b6G19W/eEqyJ82T7caOF1bodjzQUv3o82UbzX4i220uhomj9d5wwN9c37cGvW/OQhfG4l17wRsoRdh4YnyXbzQRF2F/HoCqTZdz92T2Kfy08+8UUOYH8MDRdSPp9uff8WBQ1T/4BNhPIiB3AIhoYLKZ9PpS48+OVSXuQADsHQAAAAsjA0AACALAwNAAAgC0MDAADIwtAAAACyMDQAAIAsDA0AACALQwMAAMjC0AAAALIwNAAAgCwMDQAAIAtDAwAAyMLQAAAAsjA0AACALAwNAAAgC0MDAADIwtAAAACyMDQAAIAsDA0AACALQwMAAMjC0AAAALIwNAAAgCwMDQAAIAtDAwAAyPIzlPuXGf8DFv8AAAAASUVORK5CYII=)
Wheat prices have seen the most dramatic decrease.
The big reason for longer term price spikes is the increase in food demand from growing regions. Consider the following chart from the
latest USDA long-term projections estimate:
Notice how over the last 10 years, Africa and the Middle East have been importing and increasingly large amount of course grains (corn)
![](data:image/png;base64,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)
Wheat imports have seen an increase over the last 10 years and are projected to see further increases over the next 10.
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)
Global rice imports have seen a tremendous amount of increase over the last 10 years, and are expected to see an even large increase over the next 10. However, it's not all due to Asian imports, as sub-Saharan Africa is also a big net importer.
Soybean imports have increased greatly over the last 10 years, largely due to China. As their economy grows -- and as their population sees it's standard of living increase -- we can expect to see this increase continue.
All the above charts have one, common pattern. World food demand is increasing, thereby putting continued, upward pressure on prices. What's also important to remember and note is the vast majority of demand is occurring in the developing world -- markets such as China, Brazil, India, Russia an Africa are seeing an increase in overall demand.
To conclude:
1.) The year price charts of various agricultural prices show a decrease in inflationary pressures. This should help to lower food price pressures for the next 6-12 months. However
2.) World economies outside the US are growing a t very strong rates, placing increased demand pressures on food prices. In short, don't expect the lull to last. In addition, we're only one natural disaster or strange weather incident away from price spikes.