Recent data from the Agricultural Resource Management Survey (ARMS) suggest that glyphosate resistant weeds are more prevalent in soybean than in corn production. Glyphosate, known by many trade names (including Roundup), has been the most widely used pesticide in the United States since 2001.
It effectively controls many weed species and generally costs less than the herbicides it replaced. Overall, glyphosate was used on a higher proportion of soybean than corn acres, and it was used alone (not in combination with other herbicides) on a substantially higher proportion of soybean acres.
Using glyphosate alone contributes to resistance. Many soybean fields are managed with glyphosate alone, because the next best alternative herbicides are more expensive, less effective, and/or can cause significant injury to soybean plants.
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1OZ5VEnb+5WNkNAKx8z67W9AQAn9jL6CdNswNnAMDYM/ZR/Yvy6qZPOEjaricBQG9PFLMtBcyo+07tCbvwo5SNW8h5AOA3OIB75Zu2h6JVhk9buu4+bvxZyRUAzmSXoF918KPo/gdJ9Yq4hH7QOJ1VMjs3t0rDg8FgxF8u/XiprsfxTABYsWXPmewSAHAOSmdb56C7OxIAzL3j0U+agWfzAUDQ0PtZSzd+aKemZ3LuPEFLdc0Onil99HyhvFN5ddPdx42I37RvaOzh0zbEQ1mutnuKPhN94daBmMsAsHzz7kVyjjOzc+evVbAcsU+lbWdm58JSr6NFW87mlDEYjKVqu9Aqw6t3Ho9PTa/c6s5gMHaHZYiRDwEAaW/cJ6sMix48Gxqd+Gqt/Yuewd7BUQ2n8JVb9hyIzFJ3Ob58jV1xZX3f0BgSNC+paugeGPlMhMazbR8uFFqq29Y9kH2rCq0yYk5C8lHv17Y8qn+B+KhIwLS4sv41G3A/fgGxGyMuE+xNkzxjmTlnN3YNPgcAbJqeiN8U8Zsu37oHAJJzy9nknYzdo3Udw/j0DgCAx4nMj5fqnr1yFwCkqEcAwP9M7kdLtoWnXQcANg2Prr7h+zUtiMtk5VZ3+sxsWsF95i24yRttjgGA6vZQ9LNWVMYt+swsEjS7fv/p2MSUtP4BCWMfe58ENi1P+sxscm75x0t1sXmImxxiDXTcqXreNzj21Ro7xG9a/byjsb33M0nr3sHR8idNaKWBhssJANjiHM7s0a82irl4GwCUrAO5ND23+yUvkXPYEXwOANaa+6PF2iHJhQCwRHXX7cr6+tZuxGXyuKH9xv2naKVBVf2LF92Dn4tbLZJ3GpuYSsu/b+ARAwDrLY9+xkdtbO99+KztVxW3w3FXhA0P8m51HxqdSM27h5tmf2QW+lEj/nIJAHy73onpqAqYUbxO7Qm/8KOUDa5qfoOD5H2n5pt9eXUTNvv4y6XoNx1l+xAA8DzxsnPGSdLdHQUAmq4nEafJ+cIHByMv4eJIUQ+jX7WPp98AgB8VnLHZuxxLZ5PdHpSYDwA82/YhEdrYxHTmjUrE/kpS65q7WrsGPhWh/bTRZXKannD17qbtofh8eVM/39grP21wwg6midcpYSNvAHANPod+0sy49mBmdg7xUtRdTuA61N8TBQAK1kGf8lLqW7sf1LYIGBwEgCOnctDPmmSvUwBgeuAMU1L5qcp2wYdir/y8wRm3mvHeOL/4XAD4caPLYmW34sp61e2hxp6xABB78bawihvNNwEANtoc+5SX8qy1u+TRc0vfswBA2XdqqYrbdv9kcZLv65MiH1ZSc0uejI5PcmrvXa3kKk09ggUIZ+Lh07aq2panLV21TZ0rt7hP02fCUq+jnzXRKsPsW1UNbT2Ih4KW60dm3ByfnJajHQWAzY7hhh4xzLbhMkHL9NBSPezAmh04s9EmCADWmPqhZbpLVHfh5mzt7H/RM/iwprmyrrWrf9jxaCrz0eKjypr63alq6Ogfaerow2mae8cDwG+bdqIVBnefNN6qfCZi7AMA+nui0VK9z9bYAcA+Vg/oZcd/s1M4+l49ID53fHIK57O+raeqprnqWVt3/8haM7+k3LLO/mHEZYKWbDPxisM6i5boKtkeA4CtTuHVjR1p+fcXKbgAdrdXGSB2Y7RUF/FSH9W33a6s/1zWHgCCEvPRcj3EZVLT2JGSW5549e40feZ+TXNlbUtrV3/2rUdIwAxPan0laz8zO3c87QZasu1JQ3tNYwfiMkEr9Lf7pwDAOosA+szsjmPncPeq6llbVW1LbVNn44veFVv2DIyMn7p0G/2siXgpbsHnnr/obe4a6B0crW/tRgJmD2qb7z5pRMv1l6ntAgCnwDS00uBFz+CV4sfMihWlITHL9p7BogdPEScJCZg9qGtp6RxYvXn3akVXZftgwF7qn0oqB8nCOx7wIBrWLwGzfRGXpqZnAKD6ecdmm2OqDmH4c1Vty5Pn7Y3tvc6BaQBQ29RZVdvyuKG9q39Yc8cJBoMRkJCHlukhbnJ9a3fWrarXJFXFLgT9pHkivWhmZvZjMUspkm/183YAmJqm+5+6KkE+DAANbT1VNc0Pn7V19Q9ruJxAXCZIhPaRpM3w6MSlmw/RSkO0Uj8k+RoALN60c2B4PO7ibfSjhqx5AABscQpjSqqAKZem5+2X75WEyyU/SFonXr1Ln5lF4lZopYGibTAASFOPGLjHAIC8ddAcg2HkGYuW6ze09Vy4XoFWGiAO0t3HjeVPmo6czgGAirrWqtqWhraeB7Uti+Qcw5KvdfQMNrb3jk9Ox1wsxhMJ2CwDz+YBwHcsSeWjrjX1u/OwoaN/uKm9DwB4t+0zPXDmldk/brz9sF6UxDJ7XWz2B6KymWbPZrw/MgsAflPZiXjIaKku+kUr62bV5DQdidLQSgOshuLkQ2ev3u0eGEFcZLRY58S5otnZuQUSVkjArGdg5ML1ypfWYomELFo6+9Py76GV+ojLpKK25e7jRi3XkwDAp7t/meKOy7cedfUPP3/RywDQ3xMtauwDAPJWgehHjYjzN6foM4iPquMWgd2LvScvsuqnvrX7VsUzLKNyFgFome5iFTcAsPBJYEqqgBm7unv2rSpm+gwGaW/c1TuPG9t7EZ8p4qWipbpoqa7j0VQAWKq2C323GbvblS/Tv1/bskRl54XrFbhxs25W8et4IX5TJGj2NycV3yqpeaXVQ2MTSMQCrTb8QcEZt42mWwQAKNsFL5K0ljX332Qb/L2Cy+wcIzTlGp4NyLhWMTgyjkRo6FedWxXPmjv6sLRtcQrf5BAGAOtoAehHDZeg9F3B537btBMALH0SuHX3M+vrC5U1pn4AYO4dj4cdF4pbrdrqruFygk3TEwmZIxHaR6K0nsHRirrWhfym+BljSeqqre5otdG9muY7DxuWqO0GAJ/YK+hr1ZVb9vzudf1SUrXdItBPmscSCyan6AL6BwEgMLFgobAFz7Z9Wq4nv5O2vVT0sK17AAlbIDYjI49YLGroc2WHgBQAECcfftrcda7wwRcydgBwPO0G+lpVziIgKuPm12vt79U0lzx6vkDIfGxiKq+0Gi3WRkLmvYOjp7PuhKffmJiaXr559/fyjir2IWvN/ZmtKGzxjZwDAIQkF6Jv1XJLq4fHJpCYJfpePfrCLQDg09s/N8dwCzm/0S4YADRcji+SsFpj6rd5e8g3co5jE1OxF4vRYu01pkeY5V2qm3CltGdgBPGb3a9pvlfTjFYb4TeZ49FUtNqwq38462YVWqbHnNURMKtp6rhX3YznJSqftja09SBuMlplyKbp8SZJZTfGYy+8uvsRHxUJW/y00cVoT7Ssmb+CoXfZk6Y5AK2dkQBgczhxoQhN1Nhni+0xWdpRANgVmrFQxELI8KCm8/FfNu0cm5i+evsx+kULidAGRsYzrlewJFXZLhibH/pyU3rB/alp+hdr7VWsg/R2RgppePjGXQGAgPi8ySl6aMq1hcIW3DpeWq4nF+PoEVFLJGBW19xV19yF2I3Rb9sKy2oHR8a/lt0+ODqRcLkULdbeYBUEAJsdw1jzTnLm/iSPGB5NT9ziB2Iu7w6/AABLVXehr1XxK4Hf4ODXstvHJqcf1Lb0DIx+t94RcZNrmzoralvQcj3ER+3sG7p086F9QAoASFGOLJK2k7cMXGfsgz1EJbtgxE1uau9LvFqGJRWbJXaBmZIqSvtIlNYzMPrwWdtCATMF6yBs9lhSmWZf3Vzy6Dk2e9/YK+hrtRVb9mBPiGn27MZOgWlY79CvOntPXqTtjfOPzwOAxSpu6BtV7NQv3+qeklfe3jOIRCzRKsPj6TdmZ+c+l7FDwha9g6MZrB6VqCUSsmho6yl70oSW6mLBzSyq3OwYBgBsGh6ZRQ/HJqaXbnBeqroLAAzcY7CkqtiHoF+0YjKLJ6fpiI+qtzsKAH5QcMHu2hpTv0XStustj26gHllHOwoA1ocT0RcqkuTDAGB28AxiN0ZiVojLpLC8dmxyetkG5yWqOwHAyCMmObd8aHQC8VIXiFuFpV6XIfni+mHX9ERLdHeGngcAGTNm+hstA4UNvY3dY/i27TPeHcUAKHrw7CNe6m8qO7+S3f76LNwHkFRu8t3HjQDwqbQt4iEv27wLACLO3/xW0npodOJBbcuBsIzxyemYzOJPJKwB4FTWHbTaELEbZ9+qAoC8u9UJV0rxE4hHmij7Tn0tbjU4MtHY3htzvggAfOOufCfvBAB7wi8sYDduaOuZmZ07mZiP38A6bhGeJy4CwJHoy5eLH41NTPHid4gobYEIra17oLG9z2ZPdNWzNgAQNzlk65cEAOwanmiVYUNbT2N7L2I3vv2wAQAiU65V1bcBgHc0a8afvN7yKAAYuseg79WjM24BwGfSttm3qqamZw6GZjyobWnu7P9C2OLGvaeT03QkQkOrDfHYQlNH38nEgjkG43FD+2citInJ6ZsPnqElupeLHwFAZPK1afrs8xe9H/NSmtp761t70BLd0JRrAHAmuwQPDKXl35Mw9gGA1Px7R+PzsMqwnuEvpG1HxieHRyc2WQSsox4BgNJHzxOzS7Bkf7bGFgCOJuR9KWTeMzD65Hn7gZDzuM/4kQgNANIL7qPF2hImhwAg+sKtnQEpc3OMsYmpj4QtGtp6Gtp60CpDdg1PXO1oqe7Tlq65OYblgTPMOVB249PZJYOjEwvErRAvtbmzb3B0AkcaChoeBDxax2aEOEkazOmClx0xNqOT54rGJ6e/kLFDIhZI0OxXJVcAqG3qtN4ZWd3Y0dzZ/4O0bU1TZ3vP0IHg9NaugdsPG74WMr9f09w3NHYg+FxDW09V/YuPuclhqdcB4HTWnYKyGgDIvlX1sq9nyqHpCQDPWrqSsksAYHZ2DglZJOaUAcCOgNSgxAIAkDP3T8opo8/MHgzLKK9uause+Jk1ycNpYnbgNADklDw5V/gAAPaEXUB8VADIvFGJftZUtgsBAC3Xk8whJg5jn9grAHAw+vLusAsAQN13aonijokpen1r9+lzRQBQ9ODpx0LmiIOEE0y4XIrYjJCAWX1rDwCk5JVfvv0YAPT3RC9WcJmmz9x88Mz7xMXZ2bm9Jy5iLwxPWAFAZlGlkOFBllnGZhYDwEJ5ZyypC0RorV0DzR19NnuiHz5lmj0eK2SafWtPc0cfYjfGwzWRKdfw0+Ebe5lp9vymHOruU9MzjxvaT1+8DQAOR1OXKbtN0WfqmrtOn78JAAVltWiFftGDp9P0GSRqiVYYnLlcAgBfyNghYQsGQMHdWmZziFoiIYvKulYASMwpyyl5AgCbHcLUXY4DAJf23tS8cgaDYekZe+X2YwCw9E2QJB8CgK3O4egnjdS8ewCA+E2xBBeW1UiSDw2PTRZX1nufyJyZnTuWWPAJDwXb58nE/OcvepnyymaExKwQp8mV24/np299OFHJJggALlyvuH6/DgB4ND1tDicCALfOPsRmzK7uPjlNL66s9z6eSZ+Z9Y7O3uoUDgAxmcV2PgkA4Bt3lUPHi8Fg2BxOZL42PqSkCprTfBJ8Yi9/LGmDAxUDEvK03U6i1Ybixj7nCx9UPG31P5P7zRq7jySsA+LzNF1PIj4q4jel7DvlHpbhE3uloq718KmrHwtb/Ky0IyAhT8LkEFplKEHyzbpVVfm0bVdYBhIw+3a9Y0BCnrxlIFptxK21N+NaRVlNs83hRP8zucJG3ojf1ON4ZnlNc86dJxutghDfy5AXftO1Zn75d2sK7z+l7I0LiM8TNzkkbnIoICHvewVnxEt1PJrqEpSOuMm/KbnGXy55UNfqHJTuG3tZyfYYMxFB85Vb9wQk5AnoH0RsxurOx48m5C0Qt/p2rX1QYkHF07a0gvuCevsRu7GFd8LekxeRqCXio4oa+wacybU5nHi3ujm94D7b1j2Il+oVccnsYDziNFko5xCWev1RQ3vcxduLFXcgbvKOY+mOR1MRL/ULKZuAhLzKp22+cVd2h543PXAGsRlpu8cKTq4AACAASURBVJ4sLKstfdy43T95AfahcOkEzZXtgsNSr212Po5WGGx2CC24W1P5tG1P+IWPhC0+k7YNSMjb7BiGVhkK6h1IzbtX8aztWFLBwnXbkQjt8KmrerujEC8VCZk7B6WVPWmKyiym7I09fOrqd+sd7f2TcX6+V3AOSMiTox1FHKQ1pn7ByYXkfaeYNcNNlrcKBBwrxmniHJS2J/wCEqUhQfPFym4BCXmKuA4FzLh1vAIS8kSNfRC/KXYAW7sGTmXdmT8hK2ronZxb9rChPSmnjEdrL2I3XqG2K/bi7cpnbTGZxUs37UQcpF+VXCPOFVU+a4vPLmHbsgdxk7+Stg08m1/5tM0n9rJ7WAZl36lXU7H8ppR9p0qqnp+9etd8/+mD0dkfiVt9KWWzLzLrXk3zzQfPSJ6xiMvkW9ntRxPyKp62nit8IGJw8JXliFkiPqqRR0xxZX35kyabw0mI33SBuNWhuCuG7jF4gjggIY9n2z7mmJoo7WNRS8ejqXeqGu4+bnQISPlIhIa4yFImhzJvVD563h54Nm/hOgckZI6WbMPDlGqOYYiDhEQsdhxLd/RLPnmu6F5Ns0tQGhI0R9xkOXP/7FtV9+ta9kdlfSpu9bmkdUhy4f2alv1R2fZHklyOpa9Sd2eZpYbLiYCEvC9k7Jk9GD6qjKlffmn1fLMXI/nON/sdx9IRN/lXJdf47JIHda0uQem+sZeV7YJf1QAPZb1FQG7Jk/u1Ldv9U5CQOeImy1CPXCx6+Oh5u3987rdr7RGnibl3vFfEJSRmiXgpWm4n/c/kfiJlg0RpB6KyXzWHqCUSsqhv7b79sOFEyrV71c2OR1MRJ0nI0DsgIe/HjS4rVHedv1ZR8rjRyvfs/sgszR0nlqntDkjI49L2QuzGursiD5+6ukDC+ktpW5eg9OgLt76S3S5pcijr5sMHdS0Ho7O/krZFXCZcmp7nCh+U1zTbHknyO50jRTnMLIuAGYe6x/lrD1jpG+yJRhzG5gfj7z5uvH6vbpN9CFplKGvuH5CQ95PiDiRsgXgpsqZ+l3D6MdlfStkgXgrJM7awvLairvVgdPYnopa/yDkU3K3xOJGJ2IzfVUnfSVLFrZCENeImv4oHxMuceKlI0gbxUnHAKTPgUdyK+ZOENTP4kd2YeQKnCQ60ZK6eYl5LRrxUxElCopZI7OXqKRxmyE1GPBRmeKCQORK1RBwkxEtBXGTEQ3kVvImjyXgoiJv86mRBM8RmxIzL4zJBnCavovZ4cZrGr5Zp4Xg3fKGUDTPmTtyKGW+Ic85niiRtEDeZ+b6SsEaC5sz4QR4K4iIjAVMkYc1cPYUDEjlJiI+KOE2QoBmStGaunpJ8GY6H640Vo8dFZpYXx2y+ahgrxEN5tagML0/CtY0XmeDYSUkb5r3wT0IWSMKKGV4n+TIwE9+R0wSxGzOP4NVcuEUETJktwmq+l2M+5U+aLt18iLhMECfpVfHxKjicKxyZxGaEBM1xJjV2nASA1Vv2vJI/3EycJsy/uJUFzBAniWkA2CQEWUdMkIDZX1YXq35wbXCTEacJ4jDGrj3TTrDxiFshIQtmO+KA09dCO3EL8lAQJ4nZv8N3wSEl2CpYq+xEaYiDxFwbho1WwpppUcyaN0f8pltsg2saO7oHRr6QtEEiOC7FBHGQXj0ION4T5xAnJUJDIrRXzcRBQlxkJPIHs2T1QP9zs8eJ4BR4Ka9y9Vpx5ps9Ds1m6QuHMeJ5uVZQ1BIJWQyOTNypeo5+1WaWAj9EOEt4lR0uMg4UxSYkZIEkbZghpeJWSJTGDBMWtXypLRT8WkKS1q/LwqsFkNbMgFlW+lhq8eXcZMRDZoZ1s+rnVUlf1j8+n/V8CZj9tHZ7TGbxGsrhvxNQ9RZJfSvfOtbwVyeIvedPYpZ/vljtr47/jaz+jaL91a3fcO2fFO3d8vbm0/7eT28gH5Vn277U/HsL1zu+60oVPuqB6Gy7I0mIk/QnyxD/tE3/xpE3/yRm+frxN6fwXpXzp+ezjnCTbfySc0qerLc8yhw/ea+ivXdO3vnMv/zpPSv8r9IXocVkFvvEXkZ81L9olL9lhK/XzwdSjLemL2zxq+pOIRyY/I6raefzP5VUgv9/JX7/81Devkxw/iWC5n+iJv+PUILlGP7bi/r/+/xf2MrgQ1HCGolY/P2Af0JSCRIkSPCD8V0lVczqdS/6nXptf7jqdz996J4gQYIECf67fFdJ5aMyt5LD/UHmbAMJCVswB8KZczKkV4P6eGwYD/r+bscK65cjxxTmJhE4TdaAMWtDMDFLxEthbvaBt0JgDvOT3mPTMIIECRL8r/HtM/58VLRML/Bsvv+ZXMRLQfymy1V3ncq68+h5e0jytW9k7BA3+RfFHZEZNx89b484f3OhnAPeuWDbrsjiyvqrtx/Lmvq9it4Qt0K81HXm/gVlNXcfN1L2nUICpoiPumrLnuTc8vu1LTtDzyNhCyRKw/O/mTcqTbziEDcZ8ZtyaXqev/ag4mmrW8j5j3AIwb9efQQJEiQ4n2+RVGELSSPv/RGXAOBy8SO02ugzUctH9S9GxiePJ+RP02fS8u8tYDO6U/V8mj5z4mz+yPhk3t1qtEJf0eYYAEScK7pX0zw3x/hZwRkJMlcor1DdNTM7W1HXmnWzCgC03U4iDlJtU2db90BoYgEAOAemIU6SsuVRHOTsfjwTrdD/UsqmtXugo3co5WoZ4KUgnO8fhUuQIEGC/yjfEurPS404X9TS2T83x0jJK0dLdfGmJyTPWPTxRtsjSQCAVxPa+SWjjzfiJec/KrhkXKt48rwdrdBfKO8obxm4aIMzM0yPy0TT9eTI+OSKrXvQcv3xyen4y6WrNDwAYNvOSPSt2t3HjdXPO5CwxbWyWrznjUtQOlqyjU//wPjktJpTOPpq04Paloa2HsRvSoyrEiRI8H+Lbx9LFbZAwhZd/cOXbj5ES7dhSbX3T0ZfquCNcEh74wDA8+RF9OUmvHumHO3orcr6po6+Z63dTe19+nuimOHunCTEQfpcxu5HxR1opYE4yRcAnIPPYZd2nUUA+lU7KadsfHL6cxk7xGWCFwXvDD2PVht+Km37o+IOxGXyi4Lz2MRU1q1HiMsEiROSSpAgwf8lvl1SRSyQyEtJZTP6VIR2q+IZANy6Vzc8NgEAkuTDKXnlAFB8v65/eAwAVLeH3a9pGZ2YIu+Kwj/JmPolXC69cvtxWsH9L2W3o9905M0DpugzD+pavxQ0w/v3rDXzR79qn71SSp+Z/XqdA+I0Waa2mympeFHTSgOure5NHf1d/SNc6h7/6U6xBAkSJPjB+XZJFaUhMUumpHKRkKA5ErW0OZzkF52N95Jg0/JEXCYW3vEBcVfwxlyCRt6PG9qzb1WhTxQ5tfYCgJ1/8uWbDx8+bbtZ8WyBqKWu68npmdmojJuIh4x+0tzsFA4AG6yC0A/qF4sqewdHF4hbIl4q3kGHKak85DUmh/qHx3NLnnwjZcPcM+lfrz6CBAkSnM93lNT+4bErtx+h1UZfrLW/cL3C9kgSYjPKv1vd0jXwpYR1Sk6Za/A5tNroXMH9gZHxj3goMRdvD41OLJVz3HEsHZj/L8EI/0MYdnUPAKhv69FyPq6/M1KK5Lt4owsABCcX/rrWfnhs4mLRQ7wYfOXWPYC3Slqh/62MXd/w2NjENMkzdpvLiU3bQ4kZf4IECf7P8R0ltaGtJzX/Hg4+PRx3BQAmpul9Q2Przf3Rcn3830EmpuhDoxNq9iFolcHyTW41jR2T9FkGg3EsMR/xUZnbo7AbU/adnpicHhmbxLeLv1yKFmvvDs2YnZubnJlt6ezn0dqLw2CXbd49Mj7pFJiKftVZY+Y3NU0fHpucYzAA4O6TRuZuzf96DRIkSJAgi+8Y6v+T4o6F8k7MbSN4KZzae1XsQ35QcGEu6OahsGl4qNiH/KLsytz6hd/0cxm7DVaBwobeiI/6yqMUtfx6ncMvSq6/KDP53XonJEpDvFSebfuUbIO/W+/IXCwsZvWxpM0vSq5fyW5HIrQvZOxZl/yi7Pq9gvO7bhtBkCBBgv81vuvqKSHz321HhPfaYv3XRtYRwXn/hFLYgrmZwmu+pAgNCZq9Il4c9adpilky/10B3ldw/lXzTyNIkCDB/xES26YQJEiQ4AcjIakECRIk+MFISCpBggQJfjD+UVIRtybioCB2Y4IECRIk+H7kICPubb+TVEWD7TuCLzgFphEkSJAgwffijuCMTeSdv5PUyPAQIECAAAECfwvJ8afxB6akHgsM/NfyQoAAAQL/xxETFY0/EJJKgAABAv8pCEklQIAAgQ8GQlIJECBA4IOBkFQCBAgQ+GAgJJUAAQIEPhgISSVAgACBDwZCUgkQIEDgg4GQVAIECBD4YCAklQABAgQ+GAhJJUCAAIEPBkJSCRB4CxgAwzOMIfqfcJbxb2eOwP8YCEl9J8zNzQ0PDzMYzAdocnJybGzsDefPzMyMjo7OP9Lf30+n0187bXBwcGJiYv6R0dHR2dnZ983e5OTka+l8EIyNjTU2NtLp9PmFHR0dnZmZ6evra2tr6+rq6unpwR8aGhqmp6c/1K3/Xj38Q+idZnAVDC++MvTr1VfEX2tHfpfJlpaWrKysBw8esI7g6npz+nQ6/TVr+e9gdHR0eHiY9XViYuK9rGh2dnZkZOS97shgMEZGRljP0ZsxNjY2/5GZnZ3t6+v7Y4J9fX3zTWV6evrNz+Y/DUJS3wlNTU1r1qxh2X1wcDCNRnvD+Xfv3tXR0Zl/xMbG5vHjx6+d5u7unpOTM/+Iurp6VVXVXyVbUlJSUFDwx+PBwcEeHh5vLsKb0d3dnZCQ8NpBDw+P27dvnz17lkKhsA5qaGjk5OTs3r1bVlaWm5t75cqVsrKyxsbGsbGxAQEB/0ke5kNDQ6OysvJDpfYfomuK8WXWEEofRBnzeH4QZQw+Gn71MB85ckRAQEBTU1NOTk5bWxtbi46OTllZ2ZvTv379ur6+/n+Sw/v371+5cuV9r4qLiwsNDZ2bmzt16hQA+Pn5eXt7v8uFmZmZdXV1w8PDKioq73XH8fFxZWXl+Tr+BlCp1MuXL7O+dnZ2mpubv/aipdPppqamXV1drCNZWVlmZmbvlasPi//XJTUvNzciOCjmeFjM8bCY8NDIsNCeP7wJAaChoYGTk3Nykvm/so8cOaKrq4s/X79+PS0tDb+uR0dHx8fH79y5c/78eXV19YqKinPnzuGrGhoa8MuztbU1OTm5rq4OAJqbmwcGBgBgZGQkLS2turpaSUkJ+zgVFRVJSUmtra2sPExPT1tbW+vq6uJn9eHDh8nJyd3d3QDg4+Pj4OAwPz/YanF+bt68OT4+3tfXl56efvPmTXzayMhId3d3WlpafX09AJw7d46Pj6+jo4N1u5qaGk1NTQAIDg7W0tJiHV+/fn1KSsrs7CydTvfx8dHR0aHT6XQ6fXp6Wk1NbX6GcQGTkpLu37+Pv87Ozl68eDE7O5t1QlNTU1JSEks9R0dHcT0oKyuXl5e/czP+s+ieYiy6PIQyBlHmPF4YRJmDj19Kak5OzrJly1paWvBXdXX1PXv2AICiomJubm5vby8+Pj4+3t/fPz4+PjQ0lJGRcefOHQDIy8tTV1e/d+9eZmYmSzI6OjqSk5NZr+H29vbk5OSSkhJWOpmZmVevXgWAubk5V1dXNTU1bIS3bt1KSUnp7+9n5X9ubg6LDoPB6OnpwQd7e3s7Ozu7u7vLysrY2dnb29t9fHx27tyZn59/7dq1P1bCpUuXsGqPj4/Ly8sfOnSov79fXl7+0aNHaWlpg4ODrIydP38+Pz8ffx0ZGent7S0qKsJfR0dHZWVly8vL09LSWDrY09OTmpp6+/Zt1iWDg4PFxcXa2trx8fGZmZn4nUSn0xsaGvA55eXlKSkp+KbPnj3DzmxJScnFixcTEhL09PQAYHp6+sKFC7iKMPLy8liP6j+Ht0vq0NDQnTt3cnJycnJy3uBA/XMoLy+PjY39sGkyGHMADABw0tPe9R3yXfGFz4ov/Fd8rv8tulVSis+Yf35jYyM3N3dDQ0NXV1dXV5enp6eJiQkAODo66urq2tvbr1+/fmxs7PTp0zw8PEZGRpmZmcuWLbO1taXRaJs2bZqcnNy2bVtdXV1ZWZm4uLiDgwMXF1dpaamTk9PFixexjdrY2FhYWCxZsqSzszMuLm7Dhg0uLi6ioqIVFRU4D729vdLS0gICAg0NDWlpadLS0g4ODpKSkk1NTaGhoTt27AAAJyenbdu2bd++XU5ObnR0NCEhgZubW09PLysra+3atQcPHtTW1t67dy8AaGlpbdy40dHRkY+Pr6amxt3d/bfffktPT2cV2cvLa//+/QAQHh6+ZcuWrpeQlZVlnXb06FEjIyPWJTt37vTz82N9vXPnjqKi4p49e6SlpSMjI2dmZrZu3WpnZ2dgYIDd3oKCAmlpaVdXV3Fx8YyMjOnp6Q0bNrDqoaam5sM2+t/Gu0iqlpZW4O+fnRcvXgCAurp6SkrKunXrcKeVTCanpqbu27dPVFTUxcVFUlIyPj6+pqZm8eLFzs7O+vr6VCoVACorKyUkJBwdHSUlJS9evNjU1KSkpOTu7i4nJxcQEDAyMiIrK+vh4WFtbW1qajo9Pa2goMDNzV1fX+/j46OhoeHo6CgjI4MzAACzs7Py8vJ1dXUNDQ0LFy7s6Oiora01MzM7fvz4kSNHIiMjf/nll9TU1KioqBUrVuzevXvt2rXBwcGsgkxPT+vp6VGpVAMDA3t7++bmZg4ODlVV1efPn3NwcJBIJFtbWwUFhampqa6urg0bNjg7O6upqbm5uQGAnp6eiIiIk5MTKykeHh5tbW1HR8c1a9aMjIzU1tauWbPG1dV13bp1x44dAwBzc3MhISE3NzcjIyMhISFsHklJSaOjo6qqqgAQHBy8YcMGW1tbcXHx5uZmdXX18fHx+Ph4CQkJV1dXfn5+S0tL7A47OjpqaWnZ2trOzc3t2LHDzMzMyclpzZo1812HD463S2p6evoPP/xgYmKCS+jl5fUBbz8zM/PWHquQkFBERMSHuuNIa1OOhc7FbRuyDJSyDJUt+VeeEVuaIrUyWWrlBZlVu7h+PqIklWeskmWgdEFT9klCJL7qxYsXP/30k7S09Nq1a9euXbtixQo3N7fGxkYRERHsM5LJ5Ojo6JiYGCUlJQC4f/8+Ozs7vlZbWzs9PV1HR6e6ulpTUzMlJQUArly5cv78eXNz85ycnMTERBKJBADDw8PLly8vLS2VkpLCbmxgYOD8LmFQUJCnpycAiIqKYsUJDQ11dHSMiorau3dvS0sLKz9UKjUyMjIuLk5RUREAqqqqCgsL5+bmUlNTpaWlAUBKSioxMREALCwswsPDX7x4sWnTpvkVhbMNAGfOnPnxxx/XvsTChQtZb35/f39DQ0PWJWfPnjUwMGB99fb2VlBQGBkZ6e/vLyoqioyMxN4unU6Xlpa+e/fu1q1b8S2uX7+uqqoaExOD62F0dPS333774zjJv4V3kVRZWdmsrCwAKCkp0dTU1NPT8/X1BQBVVdXHjx/r6uomJSUxGAxBQcHR0VEjI6OdO3cCQH19vby8fEFBgYiICADMzMyIiorOzc3p6+tHRUUBQGVlpaqqanh4uJSU1MDAwOjoaGFhYUdHR2ZmJgA8fPiQk5MTAOLi4tzc3Pr7+wUEBLB/amdnt2vXLlYRrK2tT58+nZWV9eOPP+bk5Jw+fdrf3z8iImL37t2zs7Pr168HAB8fH+zf3bhxY+PGjaxrU1NTWR38tWvXPn782MHB4cKFC7Ozs2xsbNjZlJWVff78+f79+21tbQFgaGhIUFDwxYsX69evj4uLYyU1OTnJxcX15MkTANi0aVNJSQmNRsPjRfX19QICAjMzM2pqaocPHwYADQ0NXIePHj1av359W1vbhg0burq6BAQEcOcsODi4uLhYUVGxra1t3bp1+IlwdXW1sLCIjIzETs/ExIS4uPi9e/f4+flxpRUVFb3Wl/qweLuknj59esuWLfhzR0fHr7/+ivuqSUlJe/fuxUN7AwMDtbW18fHxjx49Gh4e9vPz8/PzGxoaAoCuri5/f39fX9/Ozk4AeP78eWVl5aFDh86cOQMA165d++23314bTywpKfHy8kpNTQWA4uJiLi6uP+2J/D3UpMSFfIei2b+KYvsyiu1Lk9++PiWx4qzkigTJFelrVrly/ez222fxHF9FsX15fDFKkeebm53B2ebl5e3u7h4fHx8fH/f29ra3ty8sLFy1ahWVSjU2NjYyMkpLSzt+/Li7uzsA3Lhxg6U1Hh4eAQEBJBLpzp0769ata2pqYmVGX1+/oKDg8OHDR44cwUfU1dUTExPZ2dnNzc2NjY0pFMr8V86RI0c8PT0nJydlZGTwkYcPH27bti0kJMTHx+fmzZurV6/G+TE2Nk5JSTl58uTu3bsBoL29nUwm6+vra2trY+lUUVHB/XFnZ+fjx48/f/4cvwxYUFJSwtIZFhampaU1/hLr169neamvSer58+fV1NRYX6empuzt7WVkZLS0tNrb23fv3i0lJWViYkIikXR1dQsLCyUlJQ0NDUkkkpmZ2Y4dO1xcXPCzhO9+7969/7i1PwzeRVJVVFRiYmIAYGBg4N69ewkJCeLi4gCwadOm6urqjIwMGo12/fp1bW1tAKBSqXj0g06nq6ionD17FmvZ0NDQunXrJiYmFBQUamtrAYDBYKxbt66jo2PPnj0yMjJbtmypqamZmZlxcXHR0dGhUqmCgoIAgMXx/v37y5cvNzU1NTY2JpFI8z3NixcvWltb+/r6+vn5eXl5OTg4PHr0KCwszMPDY3x8fN26dQDg7e2NHaZr167Nb0cPDw+WI2Vvb5+QkODs7JySkjIxMSEnJzc3N4eL//TpUyqVunHjRhMTEwqFoqWl1djYqKWlNX9MfGxsTFZWFou+trZ2YWGhmpqahoYGtgE9PT3sEWNVMTIywg/+yMiIvLz8kydPtmzZgh+i+a2zfv36x48fb9iwYXx8HJfU3t7ezc1t3bp1JiYmJiYm2trauIOooKAgJSXl7+//jvNjfw9vl9SEhISNGzeOjo6OjIxkZmays7PPzc15enoaGBicPn1aSkqqqKioqqpq0aJFVCq1pKRk48aNhw4dsrOzU1NT6+7u3rBhQ3BwsJ+fn7y8/PT0tJWVFQcHx8mTJ0VFRU+fPn358uUlS5ZgW8TIzc0VERE5ceKEsrLy0aNH8/Lyli5dOt84/kOMdbYXOpIv6W3MNt6UbbzJSmDVGbElqVIrU6RWZsqs2sX1s5/ymjwT1SwjlUt6Ck/Pn8VXNTQ08PDw4DYDAD8/PxqNVllZKSkpiY/k5eW9ePHi6NGjuAN++/ZtMTEx/JOWltaVK1d0dHSqqqoUFBTwMFN6enpycrKlpeXVq1czMzONjY0BgMFg8PHx5ebmiomJ4RdSRUUFaxwKAHx8fHBnXEREpLm5GQDi4uJsbGwiIiK8vLwePXokISHByk9bW1tQUBDuc1EoFOzelpSUYL9148aNpaWlALB9+/bjx4/X19fjXhULurq6aWlpABAcHDx/qm3Dhg34bYfrYb4THRsbi91MjLS0NOxNHDx40MDAICwsDPdqAeDcuXMjIyNSUlLFxcUA0NHRkZeXl5qayhJoDg6Ohw8fvlfL/nPonmJ8d3kInR9EF+YxYxBdeCWpkZGRWEMxdu7cKSAgAADKysqlpaWTk5OqqqoqKiq4Sg0NDbFJ19XVqaqq5ufnY69lcHBQRkaGwWBoa2vjPsSzZ8/WrVt3/vx5PEobHh6upqYWExODpXlkZASbWVhYmLu7e2trq5CQEM7A9evX51fg4OCglJSUtrZ2f3+/oqKisrIyABw5csTd3X1sbAx7qQcOHMCObX5+/nxjiI+PV1dXx58VFBTKy8utrKyys7NxbwOHeSgqKjY0NDg4OOBhJQBITU2dm5vDxWclNTY2Ji0tja1CXV391q1burq62LuamJjAlaOhoYHfNxoaGpGRkQDw4MEDFRWVzs5ORUVF7NzgwVNvb++ioiJlZeXOzk4lJaVHjx7By2fT19eXNbuQkZHR0NCA/YCBgYGVK1f+6Rzvh8LbJfXChQvff/+9ioqKkpKSlJRUbm7u6OgoFxdXSUlJY2Ojv7+/vr5+RUWFlJQUAMTHx7OmMjIyMoKCgtTU1BobGxsbG2VlZQsKCrZv3+7v7w8AsbGx5ubmACAnJzd/Fm/Lli3nzp0DgN7eXgkJiZGREUVFxT+GH30oOBvouH2LDi7/8uDyL4+s+FzvW3S7/E+cI9yQrIHtw4cPYxHU1dU1MTHZu3evmpra4OBgQEAAltQHDx4sWrTIzs7OyclJTU0NOyO1tbVZWVmioqJeXl7c3NwVFRUWFhbp6enT09MbN250c3MzNTX95ZdfOjo6vL29FRUVDxw4oKCgMH++ODo6mo+Pr62tLTIyUlZW1svLC48AhIWF4fvq6emRSCQvLy9VVdXBwcHAwEBnZ2cAOHbsmKKiYlBQkLa29vLlyxsaGjZv3oxt3cHBITw8vLe3d/HixfO7C/7+/rhzGhIS8pqkYtMHAD8/v/k9fWdn59DQUNbXkJAQYWHhQ4cObd68OTo6enBwUFpaeteuXba2tnjq9uzZs+Li4gcPHsRaMzMzo6Sk5ObmZmZm9vPPP2M37X8BXVOMzy8NovQBdH4ezw2g8wNVQ0zTZTAYZDJZXl7ezc2NRCIpKCjg14OKisqtW7cAwNbWduHChViALCwsli9fvn//fhkZmeTk5PLy8s2bN8NLSaXT6SUlJaKiovv27ZORkUlLS7tw4QIfH5+vr6+2tvaJEydu374tISERFBRkZWX1/fffl5SUXLp0iYuLq6WlhUaj6enp7d+/X1lZubGxcX4pVFRUsC+spKSEW83X13fPnj10On3ZsmXZ2dl+1+BwkAAAIABJREFUfn54Sq2goGC+lzo+Pq6mpubg4ECj0fCsrL29/ZYtW5qamuTk5HCJsKLV19cLCwt7eXmRyWSszsrKynfv3mUlNTY2tmbNGiypGhoaN2/eLC0tFRISOnDggKamZlBQED6OJ/pJJBIXF9e+ffukpKTwjKusrCwAuLq6btmyxc3NTVpaur29XV5efnR0NCkpSUZGZt++fWxsbLa2tt3d3WJiYh4eHjQazcnJCVesvb29t7e3kpJSe3v7P2Ur7+ilKioqDg4ODg4OYoe5trZ2yZIljo6O1tbWLi4uMTExRUVF+LW5a9cuV1dX1rWenp6SkpJ2dnY2NjbOzs7V1dX29vb4pRQVFYWHXWRkZLBHhiEvL8+aBFu/fv2TJ08UFBT+GI/2oXDj+vW4iIj4mOj4mOj46KjT0VEDL+cu52N6erqhoQH3cQCgt7e3ra0NAObm5pKSkqKiovBgSE9PDx5ampiYaGtry87OjomJwb5tU1MTDvorKys7fvw4Hvdpa2vDZR8aGoqKiiooKGhvb8c2evXqVew8zs/G5OQkKwzgxo0brBN6enrwuAqDwUhOTo6KisJ9K1Z+ACArKys+Pr6npyc3N7e+vv7Fixc4P52dnfjk7Oxs/PBjtLe3b9myZWJior+/HxcWo7m5mRUE09fXx5oDmZiY2Lp1K84GC8XFxeHh4axxm4GBgaioqMTERFZNlpWVhYeHsxyZ4eHh6Ojo/Pz89vZ2VnzFv47pObjZN3Ot5084NvO7LmRBQUFYWBieGcdG29LSgg0gMDDQ2toan0ahUPz8/KKjowsLCwFgbGwMO6Gzs7NNTU3Yw6irqwsPD2e1CK4o1juvuLg4Nja2paWltLQUa1ZKSgruuKSnp0dERGDZmo/u7m483d/V1YXz1tvbi82jsLCwsLBwYGAAX8XKDwtTU1OnTp1KSEjAeevq6jpz5kxfX19LSwvWhObmZlzMtra2kydPXrhwAV/Y3Nw8P9Z1bm6usbERB+q2trZiH6WmpiY8PJwVJNDa2ornA7q7u58+fRoREYHDVOh0OmvQLDMzMyoqCj87rARv3LgRGRnZ2NiIS9Hd3R0ZGcl6/Y+Ojp45cyYqKooV8/AP4e2SeurUqflj1QDQ39/Pz8+PH54bN24UFxcXFxfjEbqkpCT8JmlvbyeRSBEREaxx2IiIiMnJSQqFgsfdT5w4gUM7JSUl5zuhVCoVB8fduXNHRkZmZGREWlqaFYNC4L+JkJAQlkW+FcnJyfNdVALzERUVJSAggKccAYBMJr97xRL4v4V3mvHHndz5iIuLk5SUpFAoqqqqLS0td+/excNk09PTJBJJT09v3bp1QUFBc3NzRkZGOjo6Ojo6rq6uDAbDxcUlOTkZABISEvDMiaioKB4fxGhqapKXlyeTyVJSUvidrKmpiX1AAv9lMBiMd3+ZdXd3/6Oj/v+nkZubO39Isbe3999d4UPgn8PbJXVmZmZqauqPVzY2Nl6/fh179a+dU1JSUl1dzfpaWlrKCtuenp7GXvrMzAzu4ba3t78W7jo5OXnjxg3co2QwGFNTU8SzSoAAgf8T+H999RQBAgQIfEAQkkqAAAECHwzvLalzc3N/Og7wN4A79R8kqb+BqaH69nt7Ox94dz7wYbHjnldPTQReq0qAAMb4BP1oXNmB47d9I+6w6H3ijm/EnZ7+8X87dwT+t/DeklpVVYWj296Kmzdvzt/l7I/o6OjQ0tJixdP8lzHcmnMvAlXEfV4R9wWL96NQTYbIfEm9ceOGnp6esrIylUplrTofGBhgMBg1NTV4qu3d0dzcHB8f/y5nzs7ORkdHz9/iISMj47VlZgBQVFT0Wh6uXLnC2oHiXdDf3x8SEvJXO+mFhITgcCu81iMmJua92otOpw/+WVAaC2VlZZcuXXprOnFxcfN3G3pfzM3N4SZ77fizZ8/mL5f8K/QOjP8mF/4Jv/9XIkEsfi4Y+JVIUHX9q/C+zs5OW1tbZWVlQ0PDGzdu4INnzpzBsU1vQENDw9mzZ9+vSL/H+Pj4O27v9Fe4fPky3sOFwH+It0vq1NTU9PR0YWEhXiB479491oKw6urq7OxsbOtTU1N0Ov3u3bt4PQydTjcwMHBwcMABUrdv387N/f/Yu++wpq7/D+C34/urIwwHbrGtMmQIgiA46l6AKIqzbsWKW4paV90WWzcqKnvJhrBBBLeIKEsUUfaWmbuTkOT8/rg2pXATotUW8byf8zylPOF4cnPyyr0n935ugnROV1ZWxsXFZWRkSC9oY0JRVEJCgrTcDvPIqKgo5oQtpp4jc+o7n8+Pi4uTXrNI03RsbGzLk4rbDVZxM9NTKcevf47fAGnL8lLNj54gJTU2NrZXr14uLi4PHjw4fPiw9Pxza2trPp8fHh7e8oxoRZKcnDx+/HhFHikSiXR0dFqesXvr1q2W3xozefr0qfSEPib29vYtz6BoNwcPHpRTQiEwMJAgiGvXrjk5OQkEAuaKIMWTnZ3d8lqAtjl16lTLS1plxdDQ8NWrV+/0T7cMTdOWlpZtPwyEQuGCBQvavUyrvonSsXTtM+bCoAmXpK3/uIuDJlx6WfS24FN9fb2WltbPP/98//59T0/Pfv36MedmmpqaSqt/yUpUVNSkSZPe98kB0OL8mffOypUrjx49+k96gGHSPqlHjx41NDTcuHEjU0+ooKCAOU311KlTkyZN2r17t7m5+cuXL+Pj43V1dbds2WJubv7777/X1tYOHz7c2Ni4rq5u+/btCxYsWLZs2Zw5c8RicU5OjqGh4fr162fMmGFqaip1trS01NzcfOfOnQsWLGCuBUpOTjYxMVm3bh1TLcnBwcHY2HjdunXl5eWTJ0/esGEDc6oWj8ebO3fu1q1bp02btmPHDgWfebukSiSSkSNHMtcFMtm5c+eqVauSkpLU1NR+++23GzdujB8/3sHBwcrKijmbvby8fMWKFdbW1o6OjmKxmCCIy5cvb9q0iSmxAwB49OiRmZnZzp07raysmCIOdXV1dnZ21tbWGzdupGlaJBJdvXrV0dFx7969FhYWDg4ONjY2TFGf5ORkZvfT3d3dxsZm7ty5xcXFubm5zKUmd+/etbS03Lx5s6Wl5eXLlwEA+/btmzt37sKFC5kT9X19fefPnz9nzpyWhTUbGxsnT57MVIpj9hadnZ2ZB3h5eT179iwyMjInJ2fChAmGhob37t2bMGHC7t27pVcKAgBcXFzmzp27aNGigoICkUh09uxZ5kP0ypUrJSUljo6OAwYMaFnN7969exYWFuvWrTt58mRWVpaPj8+WLVtcXV2ZA5rKyspz5869fv369OnT27dvt7KyYi5+nT59+ubNm+fPn79r1y7mRJHExMQ5c+bMnTs3MTERAJCUlGRraztnzhymaFlmZuaKFSuWLFmyb98+kUjk7u7eu3fvCxcuMAObP3++lZUV88nt6em5fv16+VNFEVJ3797d8ujt/v37zPnXVlZWAQEBf/zxBzPPQ0JCkpKSkpKSmGt5bW1ta2pq0tLSzM3NHR0dLS0tmY0vFosPHDhgbW29bt065mP16NGjzHZmzqVxcXFZtmzZwoUL4+PjBQLBlClTtLW18/PzX716tWjRotmzZzPXKLbM4cOHra2tV69e3dTUVF9ff+rUKUdHRwsLi9DQUADA1q1bT548efbsWaZK05MnTy5duiR/s8Cwpn1S7ezsmPNSKysrzc3Nb9++zZzV7+vrW1lZKRKJbGxsrl27FhYWxlzwnpWVxVxpvmvXrmvXrmVmZpqZmTHzydLSMjo6etOmTc7OzgCA0NDQYcOGSf+h3Nxc5tW9f/8+szc0ceJExh1PT08ulzt37tzDhw8DADZt2sRc7lZbWztu3DgvLy9NTU3m3NXAwEAFz7hql9SKigptbe2Wh94ZGRnGxsZFRUUGBgYpKSm3b9/u1avX48ePIyMjTUxMBAKBlZWVp6cnj8dbtmyZs7Nzc3PzN998s3//fumlgRkZGSoqKsz1Efr6+nw+/8cffzx16hSKops3b/71118BAD179ty6devLly+/++67AwcOMBePent779279+TJk6mpqfr6+nl5eWfOnGHKTa1atUooFBoaGiYmJubk5PTs2TMoKOjChQtr165FUdTFxWXlypWvX7/W1NSsqanJyMiwtbWVXpgUExNjbW3NbGHmZe3Xrx9z+amZmVlxcfEPP/yQlZW1Y8eOJUuWVFVVqampeXt75+XlaWlp1dXVxcXFjRo1Kj8/38PDY9KkSZWVlfr6+sx5dWZmZk+ePAkJCWG2GPPP8Xg8AwODmJiY58+fq6qqenp6hoaG7t279+jRo8x5zSdPnly6dGlWVhaCIHfv3s3MzNTV1X316pW5ufmWLVsKCgrMzMxiYmJqamp0dHRSU1NTU1MNDAwyMjIMDAyePn3KLCXV1tba2dmFh4czVRODg4Pz8/N1dHSYT4jJkyfX19ffvXt3/PjxBEEwRYzk349AEVKZf4h5m4SHhycnJxcWFgIALCwsUlJSRowYwRxRjRw5Mi0tbfny5aNGjSooKDh27NjSpUuzs7N79Ohx//79mzdvGhgYAACcnJysrKwKCwt37txpb28fHBw8YcIEFEW9vLx2795dWlo6e/ZsFEUzMjL09fXFYrGjo+PcuXPr6+snTJiQnJzc0NAwY8YM5t3E5PTp0zNmzCgoKNi/f/+KFStev3795ZdfJiUl3b17V1NTkzlh3N3dffHixczH/7Jly1oWsoJRPO2TumXLFuYSUgDAjBkzAgMDmaPd5ORkGxublStX6unpBQQEBAUFbdiwAQDAVIUBADg6Orq7u1+/fl1bW3vFihVLly61sbGJiIhYtGgRs2pTXl7e8sAfw7AdO3bMnz9/wYIFY8eOZapytbx6zNLSMiUlBQAwc+bMmTNn/vjjj6tWrbKwsKioqDh8+LCJiYmFhUW7FdSlaZfUsrKy4cOHtzwlOzs7myn8M3XqVAzD4uLimMtwGxsbmdJB33333YULF86fP29vbz9nzhySJJnSB9Lcu3ePqZMmkUgmTpz48uVLbW3tP/744/z58zt37mS2xujRo5lr+8zNzZkz7RMTE1etWnX06NFr1645Ojoyl0IDAOrr652dnR0dHV+8eCGtc7FmzRpnZ2cLC4uff/75/Pnzp0+f1tXVLSwsHDdu3NKlS319fXk8nvRT5/z580zp0vr6+unTp9+7d2/ZsmVr1669d+/e/PnzAQCTJ08uKytzcXH59ddfRSKRmZkZ84dTp04tLCxcv369p6cn85vp06eHh4dPmzaN8XrGjBk5OTl5eXnSy+cAAEyRC+bn7du3u7q6BgcHb9u2ra6ujqk5YmFh8eDBg4cPH1pZWTEPs7e3Z3aEmSUXe3t7f39/X19f6a6lvb39hQsXVq1aZWVldfHiRWaNqKSkxN3d/ciRIzo6OswyJVMZZM2aNQsWLLhw4cLly5eHDRvG1OIyNjaWf9G3IqSOHz+eOdJPT09njlSYFZ4ZM2bk5+cfOnTo4MGD1dXVTAmxZcuW+fv7AwCYUqcBAQFMtW8+nz927Fhmr5MhmHlATEyMgYHBxo0bmX1SsVh8584dpiaOpqYmAMDd3X3Pnj35+flDhw69fPnyhQsXFixYYGdnJ30KkydPZg5xmInH5XKl9fqYqgIODg7u7u53796dNWuWRCIxNTVtWTINRvG0T+rGjRsPHToE/oTjzp07M2fOFAqFurq6zCn6dnZ2fn5+ISEha9euBQBkZ2dPmDABALBt2zY/P7+EhATp9ayxsbH19fXr1q1jvhN4+vSpnp6e9O29d+9e5u1dXFzMLNcaGhoy61xBQUHR0dFLly5lys3NnTuX+SwVCATR0dF37txh3m8hISFMoSxFnnm7pIpEIl1d3ZaHycePH2fe6hMmTGhsbIyLi2PcqaysnDp1amZm5tChQ69fv+7j4+Pv75+UlFRXV8e8Q6Q93Lt3j/lAIghi0qRJOTk5mpqazNXT169fj4qKYt5UDQ0NIpFo0qRJzMXOUVFRGzZsOHbs2NWrVzdt2sQcwAIACgoKnJ2df/7554KCAimp27ZtO3PmzLRp044fP+7r6xsQEODv708QRG1trY+Pz9KlS6dPny490eLixYvS6lDr16+fN29eWFjYiRMnbG1tGbgnT55cUlJy7ty5ffv2CQSCcePGMV9kMb+3s7OT3l5l5syZISEh0jfqlClTcnJyMjMzWy43P3z4UPqAAwcOMKQyOFpbW1+9epXZU05MTJQusG7YsMHDw2PevHlMnaF169YFBwd7eXkxBSKY+fn7779TFBUZGWlvbz9q1KiioiJbW9vdu3cnJiYuWrSI+T6QmVFLlixZu3atv79/QECAh4dHY2MjSZLGxsbyv/tShNS1a9dKCy0zLzRzrDZjxoyMjIz8/HwbG5ujR48ytR+XL1/OLLOQJDl9+vSQkBDms7mpqYnZZZ48eTJTelwoFJqamlZWVhYXF1+6dGny5Mn79u1LT083NzdnikKMGTMGAHD58uU9e/ZkZGQMHz48ODjYx8fH19eX+VaDyaRJk6RfUUyaNCk8PJz5qBMIBGPGjGFIPXfuHABg2rRpzNqInA0CIyftk7pr164+ffqcPHly+vTpp06dYormikSiKVOmHDt27Pz585qamsxyGFNZKisri7nM/+DBgxMnTqyrq5s6daqDg8ORI0esra0JgkhPTx85cqSTk9OkSZN0dXWlpLq5uY0bN+7q1asrVqzo2bPnixcvrl69amZm5uTkpKGhkZ2dbWtrK1031NPTO3Xq1MqVK52cnG7fvj1s2LCzZ8/a29vb2dkpeOCPlsWnX0Ey3b/JdO8iba2+8ff19e3Tp09UVFRhYaGrq6uqqiqz72BgYPDixQsul8vsc5WXl48YMQLH8fHjx4eFhfH5/IMHDyYkJKAoqqur27L8R0pKCvMewHFcX1+fx+MxVZoEAsEff/zBrFro6OgwO6c9evRwcnKqqqqaOXNmeHj4nj17Tp06FRsba2JiUlFRceLEiVWrVl27dm3VqlUSiWT06NEJCQkFBQXMAfWvv/66ZcsWgUAQFhbm7OyckpIya9YsmqZzcnK0tLSkqxnJycnSvchr164hCMLctQJBEKZOsLGxcWFh4enTp1evXt3Q0DBixAjm4jdjY+OXL19GRUWZmZlVVFQEBwePHTu2pqZGU1MzKyvrwYMHX375ZX5+flZWlpGRkfSeXRRFmZmZxcbGFhUVDR06lNnfZJaVfH19u3btytRLvXv3bo8ePZ48efL8+XMDAwNmkZ1ZbF28eLGLi0tlZaWOjk5OTk5OTg5zR4DJkyfX1tbyeDw9Pb2UlBQ9Pb36+vqqqqphw4Yxa4I6Ojr19fXu7u5Tp04lCCInJ2fr1q1isTg/P/+HH36Qf+vAukZywHjnr3V/l/ON/8uXLwcPHuzl5VVWVnb79m0tLS2mqjSzVgYAsLa2VlNTY75kW7p06bRp05h7k6xfv/7evXvMTnRjYyPzjjhy5IitrW11dfWhQ4fWrl3LVDhj1tkXLVp05coVGxsbsVgcEBDQs2dPPp9/6dKlhQsXoihqaGj4+PFjiqK2b9/e8k4zx48ft7a2rq6udnJyWrx4cVZWFnP8JBAIdHV1hUIhU00VAHDgwIGuXbuGhYUp8iaCaZv2Sd26devOnTvPnz/PFHqgKIrZJaypqTl//nxERER5ebmfn19ZWRlzsghJkswD6uvrL1261NTURJKks7PzuXPnpJfqZ2RknDx58sGDB8XFxS0FjIiIcHZ2LiwsjImJYfCKj48/efIkU+A9Pz9f+g34s2fPnJycmAr5AID09HQnJydPT89270YpDd34vPSefXnq9vLUHdJWdn9TdZZTy5OoAgICpkyZMm7cOAsLC+lXtzt37ty4cWNmZibzdm1qamKm4/Pnz2fPnm1lZbV3716hUIii6PHjx1sO6dWrV8z+NZ/PP378uEgkKi0tnTdvnqWl5bZt20iSbG5uPnbsGI7jEonkt99+++mnnywtLZmSa8HBwcwu87FjxywtLefNm1dVVfXgwQNmWSY1NXXWrFkLFy7ctWvXo0ePhEKhnZ2dpaXljz/+WFFRIRaLd+/ePXv27NmzZ7c8E4um6WnTpjHX/hYXFzNf7hUXFzs4ODA7+7///vubN2+ePXs2adKkpKQkpm4D83vm5T516pSVlZW1tTVzyHL16tVp06Zt27bt0KFDVVVVzP0qpIsDAICcnBwbG5tVq1aZm5t7eHg8fvyYGT+GYb169WJOU7t9+7a+vj5TQYJZEHRycmLqb3l6ejLfBIaHh1tYWFhYWDCr7efOnWOGwfxbly9ftrGx2bVr17Fjx9auXSuRSNauXcvsIR4+fNjS0nLu3LnM+SFXrlxhvguVE5wU7Dt7Z9vxJAenZGnbfiLZwSm5uu6vdaHHjx9bW1tPmTJlwYIFERERzOQ8ffo0w+gff/whLaG7fv36qVOnzps3z9bWtq6urqCggCmfSpLk8ePHmYu2HRwcLC0tlyxZ0tDQ0NDQsGzZstmzZy9YsKCwsJAgCGYl7dSpU0wFFqYyRnZ29sOHD2fOnGltbS39RpSJSCTatWuXpaXlokWL3rx5U1lZydTSb25uZuZhYGBgQkICACA9PV1NTe1j3HD3M0n7pG7YsOHixYv/6qA6XtouJshZXlCcdWnkFIRl3YFS8IbMrbpl/asrV66800lXbdNqU7Q9SpA+gCCILVu2PHv2rKCgYNy4cUxpOwAASZI+Pj7SSruRkZGtbjHwT0YlHY/0N9LtQBDEggUL/snpWW3DupGrq6ttbW2lJ5/Onj3b39+/3RWqVhNJ1qspfZj0N7KmR7szs6mp6cCBA0yNXZj3S/ukSutpwnTKCIXCoKAgBY3+52HuT7VixQrmRsdMmDVWafWcvLw85gykj52ioiLmhlEfOwcOHFi9erXUUB8fn45zG5iWCQgImDVr1j+5qgIGXuMPAwMD88ECSYWBgYH5YIGkwsDAwHywQFJhYGBgPlggqTAwMDAfLJBUGBgYmA8WSCoMDAyMvLQ8i5QgiFb3yissLGRK5DBph9T6+vqWd2bPzs6Oj4+XnjuN43h0dDQsrwADA9NZc/PmTelFKE+fPh0zZsy8efNmz57N1FZ3cnKaMmXK5MmTnZycmMfII1UkEs2ZM4cpvgkAuHr1qrm5+YoVKywtLYVCYVVV1dixY9euXWtkZMTUrISBgYHpTDly5Ejv3r2l1/JNnjyZuURl+fLlR44cqays1NLSIkmSIAhNTU2mLIZMUl+/fm1hYfHFF18wlyqjKDp8+HBm/9bS0jIwMPDAgQPMJeHR0dHm5ubwvtAwMDCdLBkZGUypWQBAY2OjkZERU2YkMTFx4cKF3t7ey5YtYx65bNkyZu9TJqk0TZeUlMyZM4ep356amsrUlwIAXL582d7e3tbWlilggWHYqFGjWhY2Zf75whYpLy8vLy8vLCwsgoGBgekAKSwsLCsrq6ioaClVfX09+Htu3rzJ7KUWFBQYGxszdRLS0tJmz5595MiRrVu3Mg/btGkTUyC/nbXUpUuXMsWWYmNjpWVP/fz8FixYMGvWLGmV3FGjRrVcoGV092qRX375Zc+ePZ6enldhYGBgOkA8PT0PHDjg6OjYUqq2NexjYmIYUt+8eWNsbMxUqrx165atra2LiwtT0RQAsGbNGqacWDukLlq0iNmbffz4MVPoEwDg7Oy8efPmhQsXJiUlAQBQFDU2Nm6reyvpmXtGSmA+cuS8Cq3yX48UBua/DADg4cOHTAlmOYmKimJuUyKRSExNTRn0du/e7eDgkJ+fz9zYBgAwYsQIpsh3O6Ta2NgwNeQJgtDR0WHOHpg8eXJERMSxY8eYOzFcv36dKaArJ7GxsfHx8WKxGIP5uMExtKmxOrehKruhKkd2y2qqLcBw4r8eLQzMfxaRSJSSktJuse34+HhpmXYul2tkZLR582YTE5OioiIAwLp162xtbefPn79u3TrmMe2QunnzZmmRx8DAQDMzM1tb2yVLlkgkkoaGhunTpy9evNjExKTdO4BDUv+d4AS/qb4kN1g327dfjv9gWS3LS7kgeRVBAxndoDjBJ2igSMNwEsPQf/VJvlcIStz+06Hg/PyMoiCpNE23PAR//vx5QEAAc98NKW4tb6fUDqkikahlodySkpKWaw0ikejBgwfyD/khqf9m3pIaqJHl3TPHt6+slunxTUHSMlmk4gTV+Ca/5lXkm4I4uS32zesYXkMFhpP/8tN8x+AYhteV3HnzOkre03kdXVty+8/Hd+SgGE4SfNBuI/kAJwUf8wMPxXBC4ZE0d7SPXgVJfdf8S1dPfRxSUQynSAEgBYDky26CjvhyfqS8JTVIO9tHreVtClu1LM/uBTdXyCKV4IOKrEsZ15AsL1V5zVM506NrXfEtgpK1t9sxghMYTuRxx2a4fS3n6WS6/+9FuAkD1n89YnnBCaqpvrQy52plzrXKHFc5rSLrYn3FE5ykZfSEEpSk3fcOwQcYTrC/fXCS11hTmetRmXO13ZHUldyVPZIPtGH47VHAPCNKzDwdSGrbTUg31RaWpZ8oS3cqe3JSVitNO1RblIST/A/4T8sakQJNTlCcbCYV+MCXM8s/FKmVOVezPLrm+PWX13z7Zvv0qiu5Q1ASWRuEoIH8Z0Tygez1hw8UnMBw4mX05CwvZTlPJ9tbJS9yvGxSURyn2n113u6REXy5H+GKzBOZU4WgJPVlDzLd/pfl3iXLo5uc9uQKUp5xiuTLOhbh1+SHlaYdlvPeKUs/UZ5xBm2sZt0mONncWJOX7d0z0+3/2h1J8b0dhIyRvMtmkfWnJNpUW55xriz9hLyn8+RkadrhmteROMHHOiOpODPX229y5lbp3QzXrzLd/i/To4us9sQFKXn4i6yJ9cGCEwQlaafRACeFst5sOCWseR1ZfHdrycNf5LTwUX6YAAAgAElEQVTiBztLUvc21ZfiBMtn/gcltZucHnL8BuT49sv26S2LVBwnUV5D2ePjxfcd5T2d+zsqMi/gOInhH+1w+y2pU7K8VOQ8nWxv1bzIH2SRipOChupnxfcdSh7ubucFuru1rvQuTglljAbFyWaCBu3NFrEsQQhKXF/+KNtHLce3n/wXKNOjS0WWs4yZjxM0eJ205KkLIue9k+H6VY5P76Y3r3CS5engpLDxTf6zgO+yffq0N5KuJQ/3yiYVxQmBAttEImdPgldfkuPbL8P1SzlPJ9Ojy1MXpCBlDTPzOxupOEHhhAAn+O01mQcLBCWuL3vY7tzK9OhamnZYHqk4geGkQk1mB/zG2tcFN5cVJC0tuLlMVnuVYFOR6YxTzexPhw9KHu5+6oJkeXSV0zLc/5ftpdxQlY2TItaRfBBSq3Ku5Hh0yfXrJ6/59nnm01MmqQSNNtU8C/g+w/VLOU/n6TUkjzsWJ+iPePrBhyCVoMGbooQMVyTLo4v8F+ipC1KZ4yKDDxwnhWXpv71KmCdnnry+sbjojj3aWIPjFMtIPhyphbfssjy6y9smPmq5gRpNtQU4KWDp4gORSlCiqlzPVwlz5WyTgqSlBUk/Nta8YB8JwefVl+YGDc/26S1/JFke3Yrubul8pOIE2VyadvBl1OT8uNnyWsz0wpTVKK8BZ53lH4rUfxycFDVUZmZ5crI8umR5cmS1jCtIYfIqmROLD0rTDmV5dJU/J7J9+zy7rt5Q/QwnWWj+UKRW57i88Pj6pV9vec23Z56Pcn3JbdmkvnkeOjLbu5e8kXip5MfO/CRIrS2+me2tmuPXv703bdeqXA9ZpBKUJD/OOuMaImeeZLr/79n1b3kN5az7E52PVJIPiu///PSKvG3CLCDUl6eynpUBScUJCrxOtM24hmR5KctpmW7/yw3WQXl1Mj+u/zGpBC0ue3LyRejIvMgJ8hp3TH7MzKa6EtY1WZxsbqjKzvEbkOPbt52X87Z9xydVTJNez4t1A27phd2T10Lv6obceVBWLabYjpT/JDXLq1de4MCi8IGFYW9bUfjAvMCB2b6fJ6ni1zcWZ3ly5ELW+3mIPq+h4vMhtSR1X6ZHF3md+PbL8e1XX/GYoNgPziCpkoKby+RPrBy/AdnePV+Em3xcUvmg6O7WjGtItpeqnJbp0f2Z/6Cm2tcy5lanIhXQ6MkXFBLSjHCF8lqEEAlvTiwnAMW6vPWW1Od+vZIv9r28u+eVX962y7t7Jl3omxcwEJIKScUgqe+Xjkxq8X3Hdr+KaW9udTJSsTMvUCS4CYmQ28KbkLCmpHIUsLw4f5FaHN774GrVFWo992n03T20z95hfVf27rVvuWppJCQVkophkNT3CyQ157Mk9UXEyNLY3id+6vH7sAER5t8GjR4SZvbtKY2Bh1f1KOZCUiGpGAZJfb9AUnM+J1JxkuQDQIvpZ4Ej04+oOYzpeUK7f8DoIT4m6tdNh5wYNgCSKneyQVIhqe0FkprzGZCKEwQlEgsAwDCs6F7KnYNbr08YEmCgvn5Qr5P6/YPMhviZqgeOHuKkAUmFpP4VSOr7BJKa04lJpXFSIBQAQPIF5Vnpj84eDbf5wUOvt6uG0nU9tQSDHtv7f+k05JsgHSU/bU7gcKUTfbr8vhThcbuX+XYr8USqYsdBUv8+2SCpkNT2AknN6ZSkcskUFAAgqXn9MtPzYvRyS2+jAa4aHDdtFTdNJS/dHmenjl6/fd8ox6N9re2G2PykbvPTEJuf+lrZmR85aB9zeU3ohVWBZw4lBZA4gXfsq6cgqSxdQFLZAkmFpLbO30nlIXECJF74V4ulkUgciRcj8RLlgNIwH/97W5b6mX3vqqHkpqXspqnkpqUcMEn33h773MQY9ZhaJB4giQC5AZDEP9sNgMQCJAIgXICEAq0UMY1jxMcr/wRJZR0JJBWSyjK3IKlt5tYHJZWHhDcizo+RM/eRsw+Qsw+QM/eRqzn/F1ZvdCrafrX9lfG63toqDKOuGhxfs+8SNy7NDfWrrywXA1AvAv0ScCRM7q5uSNOoZB4k9e+TDZIKSW0vkNScT5HUGArxLJg0VH3P0B47NNR2aKg5avSe9t3AI5PNwgx6RegqheupeGpyPEf2j1pmkeFxseZVHiWW8AEgaD6NY9VN2IC4Jkjq34YCSW0TSOr7BJKa84mS6pa/VvfbGyb9w0wHh5kOjjZXt1dXdtfiROlxggx6H5s2LtrpcHXWY5IvEABACoXSglKQVPahQFLbBJL6PoGk5nyipLq/Wq77ffioAT4m6j4m6oGjh9ipq5wYo7d+/Q7ds4lfhjXeRAEAYpxo/X09JJV9KJDUNoGkvk8gqTmfKKnepcv0hkX8SWq4cb+5I3S6eBciSQCJEyERmKyrpyCp7EOBpLYJJPV9AknN+eRIDWpEkkBPp9gNQ1TDRw8OMegVNqJHkk6X2XraSGgTEoXLvyAVkso+FEhqm0BS3yeQ1JxPitSzL3hIpLCXf+HJsXpL1b75aWC38WbjTCZamI+f2s9yFRLWiERikFQZrzIkFZIKACS1nZF8ZqT+/opGQtFD1rO4+ipcXaUNP65GYgRIbDMSI0Bi+QiX127ZFEgq+1AgqW0CSX2fQFJzPiFSBeTvpWDe8k1cHU6YvupvsyZ1CW9AYmgkgodweW89haRCUiGpbIGkQlJbRwRAossFD02lYINermM0+3i9QOJFSHij4pWoMEgqJBWSyvwHkvpec6uzkIqiAgBeJ8f7jlC7bqAWaNhH70w8kgiQiDaeQlIhqZBUtkBSIal/BkVpCah5lec/TtNLrxdXV3nGHmfkBpBXNgWSCkmFpP49kFRIKoZhGIaipECINjVGzJ/opq0aocNZu3YrkiBBuCgkFYOkQlIVDiQVkso8BYoSiZO2r3bV4ATqqByZa/lVJI5Ek/I0hKRCUiGpbQJJ7Wyk8uqLywP7l3p/XebbTVYr8UCqk+bjUlJxXABA2vnjrhocd52eNy0MjjwsRqKF7EuokFRIKtMFJJUtkNRORSpJUDX1Nccjfj0Q5HggZJestv/6Vp877nzq7XMRAJAXHeI+vIenvpq30QAs4/7FSoAEyfUUkgpJhaSyBZLaqUgVEFhhA/5FjAQJBwhXdgsBkx40AwrFUJQPQEX2Ex/TIR56vd20VXKDvQEA//wOqZBU9qFAUtsEkvo+gaT+a6QWNWCq0e1BFtxkdZ8HSJRqbm6sqQ6xMHXX6eGqwXngtF8AAOATkNRWgaSydAFJZQsk9TMmVUhTAkH8+gVumkpumkrxGxaRAiFBUf/8ptMYJBWSCkll/gNJ/UxInf0AAwA8+G2P67Du7sN7hFqZNdW+IYXNGIpCUtv2AUll6QKSyhZI6mdK6pxcUBbq6a6l4qHX23f0t5XPMvgAYCiKvcdNpyGpkFRI6p+BpH5+pIY3IvFgqtvtKNP+nvpqHjo9X8aGCwDA0LedQFLb9gFJZekCksoWSOrnRmojEtfcw7/w/Dh9f/2erhqcxxedBABI7xmFQVIhqZDUfxBI6mdGahT5NRc9ZD0rQk/lmgbnpsNaWizByb8hAklt2wcklaULSCpbIKmfE6lcFImX2K3ZFKnLcddW4S6YjPKaSIEAkx7zYxgGSYWkQlL/QSCpnxOpN8DMX85F6Cr56fcKnaBV/folLXn7lVTLQFLb9gFJZekCksoWSOrnQWp4I5IIRpyODTJUCzJUc9Hts88/oRmweIpBUiGpkNR/EEjqZ0BqeCMSL+rrmes2RjPYoFeEnpLpTufxmYCVQgySCkmFpP6DQFI7KamhjUg0iSSKkQQRchOocBvOWU7kjugRocNZu24rEi2xeIBBUiGpkFQ5pKalpR09evTo0aMnTpxwdnZ+9epVWVnZ77//zvyypKSE9a/egdTg4OB169atW7fO3t5+27ZtRUVFZWVlGzduZH756NEjSGoHIpWLI+4vkKOxyPF45OSt6ZYLjg3+Px9tzuG5Vl9F4kg4aXWfB0mFpEJS5ZB67969Xbt27d69e/fu3V26dElLS/vtt99mzJixd+/e3bt3FxYW/lNSHz58ePnyZRcXl2PHjqmqqpaXl1+6dGnOnDkeHh5Xr1599eoVJLUDkZoEuq88tEsNOTisx/6hKkeGKq8byFlsoNMvsBiJEyLBjZBUSCokVcEDfw8Pj19++QUAsG7duvT0dPkPfp8D/x07dnh7ewMAHBwcAgMD6+rq2v2T5OTkuLg4sViMoiiKYvi7kMprqsUwCm0TnBLXlz5QnNS2PaAoir8LqY1vXmOkoG0nGNlcX5mlIKm47JEoTmp9VQ5GNrftRICjhfWoanQTcgOorj7iq9ElwmxIyGj1iDHfXhnWtcsWZ+QWQMIb35ZNYdmoKIqigEbfkVSWTmgMrWpEFSUVQ3GMfTAfIBiOYriCpKIoD8XItn3g70iqjFcZwxUmtam+HMNplpG8O6nsI1GYVNnTXthQ81JxUmXNfMVJratIwykR25PhN9WVKE4qTgMURUUiUXJycmxsrHy7SktLTU1NURQFAIwePXratGmzZ89es2YNQRAfhtSUlJSpU6cyP1tYWJibmy9cuHDcuHGt9lKfPHni1iLbtm27ffu2RCKhaZqm+XyBpChlhSKk5oWbUCSPzxfQbcIXSHhVjxUhtTz9qKAZtO2Bpml+Myh9uEtBUvGmUr6gmW0kYrT2uSKkltzdxJc9kvL0IwqSitW95AvEbTtp5tPlGM2QqrLm6LVhXa+bDvExUQ8YPeT8912/criGJAEkogkJbrJ+iAGWjUrTNA2E9Pl8QkFSb1WTrP0I+XQ9QQ+I47VLqkkKKuTTfD77YD5A+Hyaz8+PmdouqS+jJtA0RbNONiFoLLutIKlv8rxlvMp8vkBSeHOpIqSS2Bs+X8jShUDCq36iIKnVzy7LmPl8vhAU3/lJEVLxphIZ016ENxQqSGrZo/2yZr6gGZSlHVCEVF5NBuu05/ObSbRKQVJL7m/jCwFN02KxOC0tbePGjS2lSk1NbSXe5s2bDx8+zPzs6+ubm5uLoqiFhQWz3/oBSJ01a1ZISAjzc1paWllZGQBg79691tbWLR+GomhFi/j4+CQmJorFYhzHcZwgaUnBzeUK7qViaD1B0HibkLS4oTxVEVLLHh+hBKBtDziOkwJQ8mCngqTy6goJSti2E4JqbqzOUYTUojsbSdkjKXt8WEFSG2tyCaq5bSdCEi9uxKWkug7rGjh6iJ+pepDZkAvfd/3fdhcpqVb3eYBlo+I4jgM+fjYPU5DUmxUYaz98Aq/h4QrupfIJnCTYB/MBQpA4QSq4l4rjGE5Qbfsg+aCuJFlBUqufe8p4lQmSVnQvFW2sJEg+y0hocUNFmoKkVmZflDHzCZIPihTbS5Uz7ZtqXylIamnqPlkznxKA0kf7FSG1oTKdpEVsT0aANpQpSGrxva0kH+A4LhKJ7ty54+rq2lIqHo/XyjF9ff3y8nIAAI/HY34AAPj5+VlYWHwAUvPy8gwMDIRCIQCAIIjbt28zv09JSRk7dqycP0xISIBrqf/yWuo3a0+c+66L+yh1b72ewbpKF9WQ/206h9xsQSpcS21DKlxLfZdp3xnWUrlcrhy4fHx8Ro4cyfxcXV39/fffh4SEZGVlGRkZeXh4fABS9+/fP2fOHOZnmqaNjIx27doVGxtrbGx8+fJlOX8Iv57690nVX7FzbZ//2zCw67ixE4fN2zBk5o9fOCUi8QJIKiS185GK1peUBw4o9f5Kzl0sy3y7lbgjNXfW4gp/PZWcnNzyAXfv3rW1tV20aJGLi4usP3k3Uu/evZuRkSH93+rq6p9//tnOzi4gIEDOX0FS/2VSuyXQXfxK3CboRxj08hyjqRJQgiQDJBEg0SQS3ghJhaR2MlJpgqhsqP+R6zcnyG1uiIecNsf/ypmHKc00jcFT/dnnFiT17xEQWFED+mUKsN5ymKvL4epyFm49hNwArSGDpEJSOxGpAgIrasC/jG3vLpZcgISA+Y+FgEYxSCr73IKktplbL1HBkMCCy6M1Qkb0vDp2OCegBImmIKmQ1NYj6VykFjdgPWLam2wRTUhw0/I0HqAxDJLKPrcgqW3mVi4fbHQ4EDScw9XlzNt+jGUXFZIKSe3EpIY3InF8JAn8rUUT0iUvSCok9R1IpYXCsoLXXubDAvV7uozX4wSWseyiQlIhqZ2Y1BjyizN3vt5+5WuHa0z7avtVxD0PiSYgqZDUdyZVAMDDE3vcNThcXY614+/IDYBENEJSIaksI+mspCYBNZsNf6ghZ4d2O/19N+dh3Xf2RJDdvtIzsiGpkFRFSSWFwjeFr/zMh17X63n5B/1uQRVIFClrRQmSCkntnKTeAP0X77iu3T3YbEjg6CER5t/+MYyD7A1AbkggqZDUdyOVD8C9I46uGhyuLsdi91mZu6iQVEhqpya13+IdXlrd/UzVfUzUg0YPOTEUkgpJfXdSyebmmld5vqZDAvR6Xpw4sktwjcxd1HZJpdDTrwgkhkYSKHktnkLiqKRKHJIKSe1QpPZfvMNXu3vA6CH+pkPCzL49CfdSIanvQSofgLsHd7hpKoXqKM345TySKHsXtV1SRZTLzYJuPyX02XFTTlPbntRjy41buVUSAYtBkFT2oUBS2+SDr6X2nfvT2SFfnzUcdG5EP2+t7od6Icgub7iWCkl9B1KpZlHV8xyfUYN99Xp6TDdR5dYhkYQ8yOSTCoSufmlK2ifUTc/IaQNNTvcd+ced1NcSEcs7H5LKPhRIapt8YFLj+F8cj52nM2zToG4rNfr3/XGn8vL9iEsGEkNBUiGpipLKB+D2/q1umko+Wpwbri697wEkTPYuavukCq4FPuEYnRk04ZKcNuCHi33GXLiTVghJhaR2IFIj8W7h9demjkrQVzoxbzaSDJDkv12KDUmFpLZDKiUSVT7L9DYe6K7TI3qOeWFtU88Eoh3IIKmQ1M5KarxI92xCsEFvri5n8eYDSCJoNfMhqZDUdkjlA5Cy+yc3TSU3TaX8QPcqMVCNboSk/hVIKutIOiupicDG4QRXhxMyoqfh75FIvBiSCkl9B1Ipkbgi66n3yAHuOj1CrcfwMV4Jj2p902lIKiS17Ug6JanhPCRW8MsC2whdJdcxWiq+r1tfPQhJhaTKJRXnA3DTYa2bppKbpvKzYG8AQBFz7ylIqjSQVNaRdEpSI4luAaUu4/UidJUOzrVCoimEi0JSIamKkkqLJeUZaV6G/dyH9wi3+QHDcSFNvS1BDUmVBpLKOpJOSWqsSPt8UpChGleHs3TTvtYLqZBUSKo8UikRLZEkbV/lpqXspqX8PMyfD4AARyGprQNJZR1JpyQ1Hsz52YmrywnV72F8Mqz1QiokFZIqh1Q+AKVp9z1HqLkP78FdOJkgSZwk/7pRCiRVGkgq60g6HamqMTwkWrhr4UKurpLbGI0ePvmslYIhqZBUFlIba3L5ANzYstxNU9lNS/kFN5APANby3lOQVGkgqawj6XSkcuKJr6+XXfphRISu0qE5FkgU2XohFZL6uZFanvbrc4+vX/j1kdOe+/bM8++P46Ulj9I89dXch6tGLplBUBROkBgklTWQVNaRdDpSv0kSfX/2RpChGleXs3TTXpaFVEjqZ0UqyQcFacceevR87DdUTnvkOyQ9QBvFSm9sWuWmpeymrfIyNpzZRcUgqayBpLKOpNOR+lUKmPHzH28XUp3CkIQ2C6mQ1M+KVAlN/JpR0Tsor0/4S3kt9OWQpOqUxBsBBmru2qpRP84iaJrZRcUgqayBpLKOpNOR2uWGcOvCJRG6Sh5mQ3t55SHRNCT1UyUVI0VNVZlFvkpFPt2KfJVktQJ3pPLWalzGSACNbcskkGAaiaDkNS4fSQSXl83311FxH97j1Y1o6S4qBkllDSSVdSSdi9QCHt0/rOLMDwYRukpHZs9EonCWhVRI6qdCKkkKqqrzfQJtfALm+ATayGpevtNu3TtF81nmBIZhgMZ+zuS1X/g5QaJzJuG6fi8PbZXoFVakQIATRMu5BUltHUgq60g6F6kvCMlolxSfEX24Opxl9r+wL6RCUj8VUkUk9qQGR7h8JIKPcGW3EL7tIxKwvE0wTEFSuSgSw98/b06onoq7Ts/XSbEtd1ExSCprIKmsI+lcpObQYMXeU0HDOWH6qia/BSMJEkjqp03q0xoMieAh4TwkQnYL5i1KRf8RqQmSEX9Ehen38NBWiV1rQzU3Yy12UZm5VdSIKydRSJzcgvzRlOVjErDQgWGQVEjqp0Yqn8DzCPHx5UuDhnM8zIb29M5DYtgWUiGpnxqpTUh4O/uGi1N5708qF0Vi6F/nWjG7qAW3ElrtomIYJqCI4upG9b13ONuSVRxSZLX/s09aeC0DCNlNhaS27QOSytJFhyGVounK6hqvqUbBOkrHrKYhkTIWUiGpkNS/76ICo5NhYfqqHtoqCT8toJpF+N93UTEM49NkadkbvSkX+488Jacgv7LOb6t2hAEJn30kkNQ2gaSydNFxSBVLSh/d9TboG67DWblhJ5IgYyEVkgpJbbGLiiHR1JHZM0L0VL30er2+m8yXsDwjPk2WltfqWLr2HeMsR0Ml47Mrd0cBMSQVktoZSBUA8PTaWTcNTpi+6ugTgTIXUiGpkNSWu6jGTiFh+qpBuir7Fy16goqEJAtCkFSWQFJZR9J5SMVpkThxyzJPTY7n6O97e+bKXEiFpEJS37ZI7ItI/LjllFB9VT+DPsMv3X7Ik4jYFkIhqSyBpLKOpLOQSlB0Y+2b4BlGgcOZhVRM5kIqJPXTIzWsEYkTIDcBkvRnuwmQaEJ6K7H3IrURSQSmxwPC9VTC9ZS3LfoRSRBlvsEhqYoGkso6ks5CKiUSl6bd9zLoG67TfdX6n2WekQpJ/SRJjaG+PB7LWXuc89NJzk8nldaf7LbuBOL6DIkh35/USOzLSPTErEmh+qoBI/uqX7yLJIiyalBIqqKBpLKOpLOQygcgw93ZVUMpTE9lzDF/eQupkNRPj9QbYKDlSpe+yBWNbpeHdXPX7LanF4IcjkZuAyQSR4J5705qI5IIxh7xidBVitBT3rZsFRIv+TqSB0l9h0BSWUfSWUilxZIb21Z6anK8TL/r4/FM3kIqJPXTIzURqM/fGDCcEzh6yHXTIeFmQ45pqHxvd3ig36uvQ2sRrnDeMwAAoJpFBEVj+N8UYSc1EvuKyzs5c0Kofo+Akf2+dXmAxDb/j9sESX2HQFJZR9IpSCUouqmuNnimccBwpRMWU77govIWUiGpnx6pN8DABVt8tTl+puo+JupBo4fs1e679zulILPvzkw127JgydG9hwqiAiuynjTVviGFzXwA+ABQIjFB04BP/I3UKAKJJpCbYMoh9yg95Ug95U0r7JAECRLeBEl9t0BSWUfSKUhlFlI9DfqF63BWr3eQd0YqJPWTJPUmGGa9JkBHKchsSIDpkHDzbw8M7/erepdEfSWuLidSlxOozXHVVvU2HhQ80zhu3bz7J/bkBnuXpac2VFUCMX/bK4BEAySuGYkikeuVyPUqxLtozwTTK1rKV40GD772GIlrhqS+cyCprCPpFKTyAcj0uOimyQnTUzE/5g9J7Vyk3gAmv3OXDFL+Vau3swbHeWjXaxrddqghZjart2zYcdxy6rWx2n4Gam6aSq7DurtqcFw1OK7DurtpKXsZ9g+con9zldUf23dM23dF2+W+0oUHxrr6S0ZoL9L5/id1ZfuB3UaY/oDE8BEuCkl950BSWUfSKUilJZKbO9Z4anK8TIf0d89GYviQ1E5BKoE+xIHmpbu+Juq/DVPePuAbLVv7bttcum0822XDKcSvDLkJEC6q4vX6J5/kgutX7/y6PXq5RcBkfS/D/m5ayoyw14Zxrmt3j9BTDjPud8DgW4fvVBNNB4SP6h80ekiMYa/RP8xAIilI6vsEkso6kk+fVJyiePV1IRYmPtpKbnMmqcbw2llIhaR+GqSiaDMAz549dzbXDhzRM05Paf2m3V8kg7dnp0rPS+WiSDhlmyUCAPABIGi6vrK8NP3BsyCv+8d/iVs3L2iGkd+oQSF6qvF6nHPfd9kytFeI2bc+Juo+JuqhI3qajZ+GRJKQ1PcJJJV1JJ8+qZRIXJae6mXYz0eLE753R5+7oJ3JBkn9BEhFUUokrq8sD7c09dXtwdXlbF62BokVIFEE68spPYkKJwiC5lMiMfMNFSls5jfU/BrzeNSh68u2H1k+y2rz0N6ho4dAUj9AIKmsI/n0SRUAkOl1yVVTyXe4yt1A/76Q1E+eVBQlhc0orylyyXRXLWWuntJ+G+uvIjEkmkYiGuWT2mZ64qCZ3v5CiERLkFsAcX25dZjaTWO1CON+Ecb9EvW6jxszAZL6noGkso7k0yeVloCbO9a4anCCzL7NzXnWO4kPSf20SSVoPsnnJ9gvcdXgBOuqOM34oVtINRIrYPdUPqktz0uNoRG3F6N09Zfoa80foTN/hM7i4d8NnroQiYZrqe8VSCrrSD5xUnGS4jU2hFqZuWooxS2YWNKI94zDIKmfMKk4SdESya19m12HdffV6+k2yUDN/xUSJ3p7Of8/IZV58PVKxLfsrxZUg3B5SEQTJPWdA0llHcknTiolEpc9TfMeOcBVg5P665bKZtAjpr3J9u6kVlVV5eTkZGdnv3r1ivlNZmaml5dXdXW1rD95N1LT0tKioqKioqIePXrE/Ob27duHDx++d+/eZ0UqThACAB6dOeyqwfHQ6xUx7vubqU+RJICEyfb0XUllTvWXtij87e8hqe8aSCrrSD5xUvkAZPlccdNUctNSfh3m8zFIFYvFP/zww/jx4ydOnGhnZwcACAsLMzIycnBwMDIykiL7/qQ2NDRoa2vb2NjMnTv3yJEjAICIiAgDA4MzZ87o6+tHR0d/NqTiAgCyvFzctJQ99dW8DPvX3E/K5QMkvPHjVvWHpL5fIKmsI0U+kfoAACAASURBVPnUSZWAZEc7Vw2Oj4l6/YvscrL5g5NaWlq6YMGClsKamJjcunULALBv375169b9U1IfPXq0fv36lr+ZOHFiZGQkACAkJGTatGlySL1582ZcXNwnT+qb1zgpEACQFxXiodvLQ1/NXafH84gAAMDTapTxTgFSUdaRABqFpH6UvCOpKCS1w5OKkxSvoSHUysxNUyl83gQBgZU0Ee9CKophmEgkSk5OlrMvmJaWZmhouHPnzm3btpWXl2MYZmRkRBAEAODWrVuTJk36p6SGhYVpa2uvXLlyyZIl+fn5AAAjI6PS0lIAQEFBgampaXNzs/TBlZWV6enpT58+ffr0aUZGxoULF5KSkiQSCUmSJElRfElh8nIFSSWwRorik21C8SWNFe3PrUyPrmWPj9BC0LYHkiRpISh5sFNBUtH6IhEAxQ9ueRkN8NBTc9NSzva6JAJAzKcyawlFSF3yCAUC1oGQQEA6ZqEKkppTR4hplk6EArq8qkERUlf9Eg0kQvaRgGa34KcKknovvVgiZnlKAoqsxUiFSE3hCSiSotg3ywcIRZMU9TJ6qiKkkiRBUixblhKA+tIUBUmteeElY75RFF9SkLREEVIxXjVFsWxYii9prHysIKmV2RdljkQAim6vV4RUtL6IopvZtmszr+61gqSWpu6T8x4sfbRfEVIbq55QfDFJknyRuDL7qbfRQNdh3e8c2AYAKFOY1BWP374HxWLxvXv3Tp06lZGRwUiVnp5eXl4uRSw1NXXOnDlRUVHHjx83MTHJzMw0MzNjlHv06JG5ufk/JfXWrVuOjo7Z2dnnzp0bOXLkmzdvRo0axSzTlpSUGBkZ0TQtfXBubm5gYGBISEhISEhYWNiePXtu3bolkUgoiqIomi+UFCavUITUvHATkmii+UKqTfhCSVNV+3Mr06NrefpRQTNo2wNFUfxmUPpwl0KkBgwTiHi1L/P8x2p46PZyHcZJPXVQDADN54sFVHY9qQipS9Mw0EyzjgQ00zuzMQVJza0nxQKWTpqbBZXVjQqT2sw+EiByD8lQkNQHT0skYpZ+mvlUHU4NiOO1S6pJCtrMp/jsW+VDhOZTND8/pn1SX0ZNoCiSplm2LL8ZNJTdUpDUN3nefPb5RvOFkoKbCpFKoDU0n2XD8oWSpqp0BUmtyrkkY+bT/GZFScUbS2iBiKULgQhrKFSQ1LJH+2VsE0rQDMrSDihCKq86gy8UUxQlAiA30NNNU8lNU+l5sDcAoBylFCR15eO370GxWJyamrpz586wsDBGqsDAwKysLCliAoFA+vOECRO8vb0nTpzY1NQEAEhISJg6deo/JRVFUenPI0eOzMzMnDRp0rNnzwAAGRkZY8aMkUgkcjhmDvxRFEVRDCff4cCf11SLYSTaJjgprit9oOCBP0GDtj2gKIrTih34e6u9jBpR/TI1eKaZ+/AerhqclF/sabEEJ0kURUUE+kTxA3+KdSAooN7hwD+zmiciWDqhKaKk7I3CB/40+0je5cD/9qMCiYjlKVEYWtWIKnjgT2EojrFvlg8QDEcxXMEDfxTloRjLlsUp8KYoSfEDf5x9vmE4qeiBf1N9OYazbFicFNeVpSp+4C9j5mM4peiBf+Ob1xghYOmCEDbUvFT8wF/GNkEJWtED/7ryNJwUoShGS0DyzvWuGhyfUYMrcjJEYlFRPfoOB/4UiqIoc+AfFxcnS61Tp05t374dAFBZWampqVlcXDx79uyrV68CAJYuXbp///5/SuqOHTvs7e1JkoyPj9fR0REIBFu3brWzsyMIYuXKldu2bZP1h+DT/3oqN7Dfs+taYXNN3Yf3dtXgxP+0kKBpgs/HMBT712463YJUuJb6DoFfT7GO5JNdS8VJCm1qDJ1t7qapFD53PIqiQposbsA+xtdTU6ZMsbGxmThx4oULFwAA2dnZ48ePt7GxsbGxQVvsYr4nqZWVlfPmzbOwsJg+fTrztVdTU9OSJUssLCx+/PFHWf9AJyA1N3DAs+sDw+YOdNfp76alErloKtrUSAmbMfTtF02Q1LadQFLZhwJJbZN3JZVqFpVnpnsbDXTV4Nzas4kPgIDAPgapTF68eFFbWyv9X5qm8/Ly5Dz+nU/1b2xsbPUbZnFBfj5dUp9dH/A8eEDU0sEeekPch/cInjWqvqKMFkuknmKQVEgqJPVfJJUPQI6/G3NG6rNAz49N6rvmc796CueDN/c3lroj5b5dWZp/t/ywvnF2g931hnjr9Q4Yr1n14hkfgJaeYpBUSCok9d8jVcwH4NYvG101ON7GAyuyn1LNIkhqByJVSPO90uLtrp/4KfR0m3ZmdZzr1Z+n+On28zfo42k06MX9O8I2nmKQVEgqJPXfIpUUAIzHC5szzk1TKcx6DNrUhJMkJLUDkQpo9Md0IRICEG6blgR0j8Z4jPg20LCPn37vyadCcwVASLB0Aklt2wkklX0okNQ2eSdSaQmoyH7qbTzIVYOTsnsDLQEYhkFSOxSpmF06A1kjwkWReOHblgJMzsaFGvcLNFQL11MZv+8qkgJe1eGQVEgqJPVtF/8FqUIAcgI83DSV3TSVc/zd+ACS+nZidTxSuSgSXIOcfYCcuY9cSOccCv1Fb/AlbdUoPaV5O44hCaB7NPqqDoOkQlIhqW+7+C9IFQCQ8ou9qwbH23hQRdYTqlmEQVI7KKkJzcgft+b3V9qtqbZds8+u75QdvlNZ1uurtXbbkQQxEoFxopo+OqnZGBKOI9GYvBaFfR2DZb2BpCocSCrrSD5BUhuqnuJkc7jNeDdNpdDZ5mhTE05SGCS145LqdPPgMNV4s8FhpoPDRqtzR6pNHm2ORBJINImENX10Uvm4Y2rtF67lX3lXyGteFV18KrKqeJBURQNJZR3JJ0gqrz63+uVrHxN1Vw1OsqMds5CKQVI7Lqknk3cP6xk6Wt3HRN3XRD1ET0Vv2nwkToRwm/4NUoHg0KW73UedGzjJRU7r98OlIdOu5uZXNgtYtgkklSWQVNaRfIKkYtjr52EhblrKbppK2b7XmIVUDJLakUn9ZVjPsNHqvibqfibqIXqqBlPmIDEChMv7d0g97Hy7u8GpQeOd5bR+Y85/O+kyJPUdAkllHcknR6pfPwx9defgblcNjrfRwPLMdGYhFYOkdlxSf0ty+F410FTdy3hgsJ5q1PfIyLFTkRihQqS+wZEEComnkATZLZpe9JQAlIx6qUBw+OKd7iPbgazfOOdvp7hAUt8hkFTWkXxqpD67PrC+/HHEgplvF1IbG5mFVAyS2kFJjeN/4ZIxZ3Bvu8FKy79TM5xsbTjRSmnVISSGbpfUZprIKqnrvfd+zz33eu+9L6t123Hb7nouaGZbBIWkQlIhqXJJfR76fcnDIF8zbVcNTvLOvxZSMUhqByU1Xqx/LiFoZN8wHc7mZWuQJIDEiZBY/ttXQj6pQir7Rbm66ZmBo06rm56R1ZS0T2zaGw2AkH0kkNSPFEgq60g+NVJfRmlneuz30O3vqqmU5X1FupCKQVI7LKnbf1wZoaccYtBb52wikiBBuDwkgqcoqXkVgyZc6j/+ohyDOCPPbDwUDwDL7MQgqZBUSKp8UiO1bmyd7j68r9fI/mVPHlEisbQHSGrHIzWC39c928dEPUxP5ZjVNCSKQLjo314JSOp7kdo/AUUiUCRSdgtDjW9hkFRIajuk+vd/dl09eOZ37sP7hFiO5jXUE9Rf8x+S2vFIjQELtx7i6nAidJWmHLiCJILWrwQk9b1IVY+q/zqo7n8hMtvXAXVmNxogqZBU+aTmBg1Idx7gYzLYTVPlpsNaWiLBsL9mDCS1Y5G6OoNErlc7TzIK01d1Ga/XPaAMiSYhqf+UVIp4U9s4akVgnxlug2d7ymq9prhaboukKYL4eKZCUllH8kmR+iJswO19gzz01d00lbK8XVoupGKQ1I5G6uJcoL3fO1xPmavLWb5hN8suKiT1fUk1tnZTMzk7aOwFWa3HyNMWawIgqZDUdkgNHRC7epCH7iAvw/5lT1JbLqRikNSORSqfWJHF32RpFa6n4m88YNDVx0isEJL6wUid56lmfkFOJz1MzlnYBUFSIanySPUf8Mx/QPDMwe7D+wbPGtVUV4tTf5v8kNQORGqzRHKae+eSbp9wPeXdCxciccK/vuWHpEJS/wwklaWLf4vU3MAB6RcH+pqqu2mqJm1fRYv/tpCKQVI7FKk0AAl7NntoKoXpqxo7hSIJEvZXApIKSYWkturi3yL1ReiAO/sHeuqru2oqZXpcFIDW/UBSOwqppEBQW1IUME4jQFf11LQxX4c3IJE4JBWS2rYPSCpLF/8iqbGrB3noDvYy7Ff6+EGrhVQMktpxSBUA8OTqGVcNDleHY+34B3KD7YspSCokFZL635H6zH9Ajv+AkFl/LqTW1xFU65kPSe0QpOIkhaFo2NxxPjqq7ubDevjkI9E0JBWDpEJSOxKpuYEDnlwa4Dta3U1T9caW5bRYguGtpwoktUOQygcgP57rPlw1Qldpw2p7JEH2LiokFZIKSW3bxb9C6ovQAXd/Heipr+6mqZThdoHfZiEVg6R2CFJxnBaJEzYu8dBSDjZU07iQgsSJIKnSkUBSWwWSytLFv0Nq2IC4NYM8dAd7GfQpSb1NiyRte4Ck/vekUs2iypwMb6OBQboq+60tkGiq9UX9kFRIaotAUlm6+BdI9R/w7PqAkFmDPXQHBUwYVFv8hOSL2vYASf3vSRUA8OC3vW4anAg95TnHPdmvmIKkQlL/DCSVpYsPRCrBBzWpPxe5I6W+3Vu18oBuuZd6+owe4q47+MaCHnjtQ5xq/XU/Bkn9z0klaH5jTXXglBHuw1WTLEeuvFuDhBOQ1JYjgaS2CiSVpYsPRCqf33wjzfsPH9vTgatatbNcuyuHp/vp9/fV6XvBYWpRYwFNsYwEkvofk8oHIMffzU1TyU2D8/Lcwc2vARLc3isBSYWkQlJbdfGBSAU0aveUjwRLEK64dbsB5tsfjtTlXDdUU79wP7EBAJLlPkOQ1P+SVJwgCIqOWjrDTVvFZ9Rg+nXOhlwhJLXVSCCprQJJZenig5GKbXnKQ4LavOm4KBKJH7WaHqGrdH6C4f8FVt59Q0nYbjMESf0vSaUlkqK7yR56vd00lW9sXQ6AxC4dhaS2GgkktVUgqSxdfGxSY+heXi88zIZydZW2L/4RiW1+UIVBUt+m45DKByB5p52bprL78B6vk2IBAG9vlAJJbTESSGqrQFJZuvjYpCZITE8EhemrcnU5s3aeRhLBwyoUkvo2HYRUUiiseZ3va/adu7ZqxPyJOEEAIQlJbTsSSGqrQFJZuvjYpCaCZRt/4epwAkf2GXohBYlrhqT+lQ5CqgCAx86/uWpwXDU4Ge7OAgD+up0fJLXFSCCprQJJZenio5LK5SFRxGHrWRG6SpcmGPxfQDkSSUBS/0pHIBWnKF5jY6jlaPfhqtd/0K4vLyX5AkBj6zIwJAJHYuS2KLxbHP6qHpIKSYWk/tnFRyU1murpneduPoyry9m5aBESK0QieJDUv9IRSOUD8CIyyE1LxU2Dc+fgDuZiYcDHN96u/t+V4m4eJXJaV7cSNZ/SV294QpLlnQ9JbdsJJJV9KJDUNmEnNUEyyik0VL8HV5dj7fgHU4IDkvpX/ntShYBqbo5bN89NS9nLoG9ZeiotEmMYBoBg18mbSkZn1CdektP6j3MePvNaYckbAZ/lJYWktu0Ekso+FEhqm8ggFSzbuIerywkyVNM+fxOJEyHhkNQW+Rik4pSkqexemffX5T7flPt2ldVK3JHaR7/wASh7+sjLsJ+blkrsGhtK2IzhBIZhAAh2OiVxDE4PGn9RTutrfkFrxlVIKiQVkvpXFx+PVC6KRJHShdSugeVIJAFJ/Vs+BqkCiv+y/NX2gD07AvftCNovq23x/Tn8SYwEgLuHf3bV4LhpqbzgBkpLhAEg2HnyJqc9yPqOddaCe6mQVEhqyy4+HqnRlKrvK9cxmlxdzq6FC5mFVEjq3/IxSAUkmlJBIOEAiQAIV3YLAVtfAPGbsusThrsPVw2xMOE1NkoLg0NSWUcCSW0VSCpLFx+P1Hix0e8RoSN6cHU5Ng6/IYkACW+CpP4tH4dU7E4FioQ1IeHtbMR9xaDc75KrhpKrBiftwomWtwODpLKOBJLaKpBUli4+BqlcHhInQG6DlVt/jdfjhBv3G37pNhLXDEltnf+S1FDMMQe/t3Sym7aK7+jval69JIXNf3UCSWUbCSS1VSCpLF18cFK5PCS0Frn4FLmUuXryxFPfd901ctg3l9ORGKozk/rmzRscx9/1n2lLaunNRXn/z96Zx1Ox/g987vKt7PsuKkvZ94giIZRc6kpJkj0VKpXspeWWFFnKvu/7vktRWkSEpEjayXJ2x3Ke3x9z7/mK4zjdVPd7f/N+fV4vZ5l5zufMfOY9zzwzzsT/+iyFg0p0JzK8yJP7WqWWTe+JLC2UY48RZ6p1tyMAMPMm4IhSKWaCKHUWiFIpNLHoSi2fgILvGgmyuYtzuYmwu4pyHl3OIKi7Eyqf/FFjqVFRUcbGxvr6+qmpqQCAW7du7dq1y8zMzMzMrKOj42uVOjExcfjwYWNj4/Xr10dFRQEA7ty5o62traurq6urW1tbS7tScfjp5tpDFQmi1akKVKIqSfJ2vuHY2KevUOoYVD7lYmGVI8UcJ8XRe6uaQPpsvSJKpZgJotRZIEql0MS3UGpQg6cYe6WqQLaacI7aimJZFjldU6jsxyi1urp61apVfX19ra2tK1eufPv2rYeHh5ubW0lJSV5e3uDg4NcqNSQkRE1NjUgkPn/+fOXKlWNjYxcvXjx58uTz5887OjqGh4dpVCoGjQZ4tEnj4NKst3T576jEstx34uXvh8bQBEqbG01KLSXyxD5OVBFKkGAp3KWHxeMx2M/WCaJUipkgSp0FolQKTXwLpV5pPCrGmbt2eZKKULKKUKY0i7Tejh+l1JycnOjoaPixqqpqY2Ojq6trcXFxd3c3Fdd9gVKzs7Nv3rwJPxYXF3/37t3JkycvX75cWlo6NDRE5TMAANXV1WVlZTOUitJvxEDZWCgfQy1ysfzlmKExNAFD4XdnaVJqFTB38SuQYowWZ2pLjiICgEJ91hSiVIqZIEqdBaJUCk18E6XeOSrGmbd2ebKKUIqKUNY3VmptbW1RURF1d01PT3t4eKirq+PxeDU1NUNDw927d69fv/7ly5dfq1SY/v5+AwODffv2AQB+++03AwMDNze3NWvW1NTUzJzs4cOHERERUVFRUVFRMTExhw8frq+vJ5FIBAJhnEAAEwSjO+iFf6wkZ1SoYmwMR5gcJ8wFTBDufMBRU2oRdmnW+9CNCqlSrBmbZNCfBomTU7MbAVMnL9ctKDJYqa/eDk9NTszNZHp6ouv5B1qUeuhMJQCzcyBncjaigUaldvd+nJ6ikMnk5MS7D6OSW6O5qStV8cr+UyWANDlfJrHZrQvuZmCl3nn0imI7kxPEkVHMgkplVQne6pA1OUEkEimt40VhnEgYJz4r0aWu1McJrN1FWgQCnjBOYcESJ8HI6/rHCQsrtTWO7uPTROIkoJzKBKm3xmIhpXJ0Zsvg0B/HiRQWLHGCNPa+mSalxi57/yRiYmqeTCbBy1uOj+PoF1QqZrR/fIJC0Y5PTGOGe5+kr6JFqQP3vedZJgQwSXBtxUCZI1DFJBR8z1WEPXutUJo8d440a5HIT7KahlDZFKzUB4N4QGHlEKaIhDdoAo1K3fcQDSYJBAKBRCLdv3//wIEDMTExsKkiIiLu3r0702P37t1bt27d7t274aPwjo4OAoEAADh48OD+/fsXQalRUVEyMjIXLlyAn46MjMAP4uLitLS0Zk6Jw+EGBweH/iI9Pb2ysnJ6ehqDwWAxGEDAbGkcg7IX+v65o0Llo59QmHEsZi4Aj7n9Fk1NqZVg/ZnEfGnmaDHGxnMeEwBQaARMHL9Eay+179XgBBE/t5HJCUJ791uae6kTFL4MBgPAxJmw2zQqtbPn3eQEYW4jxHH8wJshmnupxPkyic58RGMv9faDPtLU+NxGxgm4waFRGnup4wQcDkdpHS8KWBwGi6Oxl4rBoDFYCqsYNw6G+mtp7KW+74zHESkUGwaDxRFo7aWiRt5icRQWLI4wPfzmPo291LdtYfj5MhmntZc6NtSLxVMoWix+YnSwh8Ze6qsmz3mWCQaMYw63oKDMEagGqB6+YMG11FGAbouslIKuqdJ6XSYrb6h0HFZq03s0icLKwUzgMP0jmC/opY5jMBjM1NRUfX19fHw8WVODg4NYLJYssY6ODlVV1Xv37sFPh4aGCgoK4MfXr1/fvn371yo1Pz9//fr1ZI1iMJiLFy/CjzMzM3V0dKi4uLy8fNZYKu1K/ZtjqQUoqITga2KULc2SqMj/pu0RfpLC7WqRA3+KmSAH/rNADvwpNLGYB/6jUMEET1x7kuqKLDnOWBVhrtg2qBJAJUSohADlj367i6jy8/Pns5arq+vq1au9vb1dXFwOHz785MkTRUVFT0/PhISENWvWVFdXf61Sd+7cqaysbG1tbW5ubmFhMTw8bGZmZmxsfPbsWWlp6fLycipKnXt66psrtWxSNKw+Q547fg1z9QFz/NQUGkOhFUSpFDNBlDoLRKkUmlg8pR5sQUOFk+7mFvnSzIVSjMbHA6EqAOWPQQVjUMHYN1UqldNTjx8/zszMjP0LFAr16dMnX1/fkydPzhof+JtK7e3tvXv3bl1dXV1d3c2bN4lEIgAgNTX1ypUrnZ2dVHz6Y5RaARxsDuZLMUWuZs3KyJ0C86xORKmUMkGUOgtEqRSaWLw7pO57CkT903OlWXJk2C4YbvylAAUVYT7bnP/Fl/r/Pb63UosJrMk9sevEcmVYT21UP946CigJCI0odZ5MEKXOAlEqhSYWS6lTRI/7H3zVFbJl2bPkONcEV0EVJCh/BFEqNb63UquA0fHLBVKMBVKM61wDHZ4BQKE40WhEqfNkgih1FohSKTSxSEqdAKDs9Mk4ccYCKUY728NQJaCgAkSps/iuSi1E/5I/ErhZI1eGNXad6C9xzw53jCNKRZSKKPWzTP4JSkWhCCTw6v6dZHmeDFmOGxukmNJf/Xk+ClEqdb6rUitIihfzcmXY8qWYHPc7Q8Uk91YUolREqYhSP8vkH6BUDA6HJRCK9hjErmHNl2bW9I+DqsDsQ35EqRT5fkotGIPKJo+b78qXZs6U5xILvQkVTrm3jiFKRZSKKPWzTH64UlEoIgCt8eHRYox50iyeO0yhUiJUgKKsAkSps/h+Si0lCkQ9TFEWyJNm8fttK1RMgLLHEKUiSkWUOjuTH61U/MTk4MsXqRpiSTIciYoCglEPobIpyl1URKlz+X5KrfrzLmB50swb/OOhSgBljSJKRZSKKHV2Jj9WqRjMOAA1x+xixJlyJRitjpymfFYKUep8fCelFuHoM15HaMrkyrCFbZRflvUeKsIiSkWUiiiVQiY/UKko1DgAPVXFsRJssZJst3aoO9wfhvKwiFK/gG+r1NwRqAQPlU9A9cDAP6ZMhrlUlmWXi/+f+z1EqYhSEaXOzeTHKRVLGEeNjuRsU4uVZI+VYBupLzn2AkCZ8xzyI0qlyLdVagEaiumCrtyBgu/t11x/YSW9vyQPz40HUNkEolREqYhSKWfy45RKBKAp6HS0KGOMOFOtuz0A4HAL6rPb+SFKXZBvqNS8UaiCxGdg6S647Kgop/sqtpPiXDv4mKCLdVDFJKJURKmIUiln8mOUiiJMk960PUpUFIiT4kjVEB982QtIk7PvkIoodUG+rVLLp8W37CmSYshbuzxbTbhEfYWfGCt0rgKqmEKUiigVUSrlTH6EUjFYHH5istTGNGY1S7QYY2vidSIAFG46/beUylqJgYoxUAnVKMBaNmMQpS7YSwUrt+3PkGRMVhFKUhHKVhU6JcIKna9ElIooFY1GlPoPUioRgCcZ8THiTLFrWIssDbEEAgaHWwSl4jAvh1DcCS9/vd73nyhq8XNor3XNOzCOQSNKnQvAoW+9GYMKsVAFUNQ2SpNmTVERSlYRylEV8kSUiiiVDKJUipl8d6WOT4NPb16nb5SKk+KIl+N59eAugQTQKNTXK3WcgBt4MyS1JYp73TVBzTAqwagQ5BJQAW+DiFJnA3Co2g/jUMnEPqfj+3mXRsnzZUmzZkqzFMuy+vH9BAWUQpXTiFIRpSJKpZzJd1Zqk+ckAPVeh2PEGOG7bBD/+r1NRKl/h8VXKgoFpiYbBwk2ex1KpJkOCdJZCLEp6Pwmq7dDXtd0ldY2KOwhVDqOKBVRKqJUypl8T6XGLnvXebH/3qM4ac44SfZMfcXRwY+48T/bBHjUoXYsVEyAKvDzRjkeKsff/YCmptSFbrkmqBXOqHjF5WwlotQ5SkWh8FPTKNRY1YFdaasZs+Q40lSWK1wqgCoBVDoBlU5AZZNQIRrKG0GUiigVUSrlTL6jUtuSmPrvnizcbRorwRa7muVpUdY4AOi/7lUMJvHHszv/41jFcrRuvmA+Usd8pPZez4fpcezcTBClfp1SUSgCCYwOfiiy3BItxpgjyx67TnRN6E2oCvx5WwXyzRX+umwCUSqiVESpszP5jkrtyuOrPbYmTkowZjVz5SFLwvQ0GvNfMwIw6XOpmkH8nNDaK/OFoPJlQZWgh639U5OUyx5R6t9VKgo1DsDQq748U81oceYMadZwTVnh6GZq/yCMKBVRKqLUuZl8L6V2ZvE/DBdIUhaIl+FNVl3x/lkXfuqzG2sCMOF99Sa9fBC1YtsQxq8Z9rDtFaLUP1kcpaLQ4wC8f9qRpa8Ys4YlWYIl2kCNO7kbqpjnNxYRpSJKRSNK/aFKTeXvzObP/315vIxQtCjDwxtBxDl3gUOU+ndYFKUSARh4dC9NUyJWgi1GnKluj1750zdQ+TSUS/W/gxGlIkpF3T9pIAAAIABJREFUlDo3k8VQ6ujH7hfpvD2JjM9TWClEMuuLXI5bvoJxMsKxEuz5v2tjsBgMfnbdIkr9O3ytUrEYIgC99VXJqiviJNmjxRhLbbdPjA3fHZ2GckYo3yEVUSqiVBhEqRQz+WqlYnHEwY+9hRk6+Snq+Wkb5kZB1sbCRPUMLcEEWcEkGc6+htqZZ6XIIEr9O3yVUlEYEgDdJTkJCnxx0pzRogzVbvswWCyYnrz1emzem04jSkWUCoMolWImX63USSy6axC9tHAMyhuD8ilFFbBw8syWYksQZyg75TIOABpNYS0jSv07/H2lVqJRAHSlx8ZJc8bJcEWLMdb7uOImJnBEIsCi6t+hoTI8VPbnZWuUoxh/7AkW4GfvG/9anYhSKWSCKHUWiFLnNgErdUkhCspDQ/mo2VEOVoQ1pirwZclxnFWV8ro7QJqaoLh+EKX+Hf6WUkegAgxfA7gbEZQoyRovwxUjznQ30JdAAljCOBqFIhGwd14Msvg/YDvzgD1g3qDzbPIu7wUTlC4RRpQ6TyaIUmfxLZT6JJW/M+2zeJL6v6fUZYWUDhMLMT8VYc9s08+VYc2XYpb0jNv7FADCfN0aRKlfzpcrdQQqwkHlU3sO+6RJMCfIcMVKsDZHXhkHAIvHo9EoNBo9PUm419zHp3hZcG2QsOqV+YJxzYWA4DoA5ttDIkqlkAmi1Fl8E6Wm8N9L5L2T8GfcTeRt+x/spVJWahXYfCq0QOqv+/Tljx9owcw/+IYo9cv5QqWOQMUEqGTczvZwgSRjggxXnDRne3osEQAM9r/lPj1JaGp5yaMeyq9JTWQMClfOhN2iIjJEqXMzQZQ6i0VXam+uQMwpDnMJlkNK7M5KbAeV2K0kWQNs2XrzBf7nlVpKZE96FrtOLEuOI0VZUCC6GSqcPPiIyvkMRKlfzhcoNW8EKiX+WoBy3WNVKMWYJMOZqMDXXZJDBGDmf1ygEaUiSqWRf6RSX+YLBLmy+wjxZSuvSFUUzlBacVVE8KQpW2+BQEcGx7MSWfwUlggAYRrgJibhH8FDYzDoz5XalsL/LFPgRc5nAY8e0KLUlzdtn8Qt7UzhmS86ktifZqyiSal5I1AJHqqYhCqmfqoBx/fZlskyF0kx/u56GqoCUNYootRFhlal5o1AZZN0OUOe200KpBjTZdgTVVd036yeoHSuEFEqxdpClDqbf55S21MYX5UJXD3M7iPCm6EqnKQilLpWOEROwFGcvdBIqOB3/jI70QdhZzvz0vtu177rbB9++waFQuEmJgkATAKAHuvsyOTsyOTtzuQru8qVeJozOYAzOYAz6Qxn2lnO9gTOZ6kc3ckcnbE/vXscTK2XWu/YGs/cnrp8vmhL5u3IXEOTUovQUHQHdOkmFPKA/0hYgAjTOVHWc3rqS/I+QUU4RKmLz7xKzRuBijBQNYCqAFQFoDrAl/X60ja9PCmmHBm2q2prNibc/UACFH/cD1EqxdpClDqbf45SMdhxAPrv7H0QwljvLHRMistvzQylKgjYCLAnSwvHSQnHSi6PFmOKWcMSL8OVvFY4fZN03natMvsdNz0PPggNbIkNaAzgux/M35y4ykKNzUWI86go11FRLg8x7m18zOHXFG+VbqjOXVeZKv6iK2l8CmCwOAwGC3dy/0wEjZ7GY53vPl+V9Ug0r1W0qGNVVf/KGSFS1iOa1yqS2ypb1PZiaJQ4c+1gMBgsFoPDTY8TuseIP5WNQ6WT0G3Aa2Dpyf/rcVEOj5XMnuIce7mXMnskQDUAyh9BlLr4zKvUIiyU+OLn4wk/n0j4+WTy0hMJv6soXV1FVyjLGqKtyBXdznYLDI2hEKUiSv37/AOUisFgCSRAIIE3j5srnDWSlLnTZVccEuI6K8GXv3ZlhvKKHJWV4dKCjpLsBVuEUtcLJakIxctwx6xmjhZjjBZlmBUxa9gS5IQSlYXiNET3ruTKXCucpboiS3VFqdqKY6JcKi5ntMIKFSIqVkU1hjT1TIwMotFoLGEcPzk1DgAcRAAAAAatACoAUAWAkj9CxzOgE5l/hns6FPQAqgBQCYCqwItxAP6acRwA/OQUlkBAjY3hBt+3dfeujG0RvVYvH1K9QV2rQJY9d+3ybFWhEvUVZ8VYofMV5N8sRpS6yMyr1CoS5Jd3iB26JspwSYTh8io6bxEWa65frhhqcaT2QmUk4fKR+X6CGlEqxdpClDqbH6pUDA43DgB+YrKvobbK1SpRgS9WgideVjhdfoWHNJe5OIuLDMdBafZD0hx7V7H67GXtzRNoieJ+dEPqRW1hZ176w/BLt/yOVDjvLjDXzdyskLJuVbwcT4IkW54UU54kc/YaZmsBpoS1wknwLYLUVriIcp4RYc1W4I9XWnFddXW8pnS2oXL+jo0lVtsqD+25eergnQueDyMC21OjX5VmOcaVrwy9w5v+ksE95jAHFCLKcEmEIVCE4TIvJLrRmDPjtfD1JqVrlU35OU/TYx5ev3zngufNU86VBy2K927JM92Qpa+YsmF14lrhNAXeXFk2W0GmGGUh8s2KfEVYoIBiRKnfXamV09DporOizEXrhDNVhbPVhFNluTarqDBlv4fKp6CcESq/6o8olWJtIUqdzQ9SKhZPIAKAweG6y/JL95vESXPGiDPHrmGNk+LL0BGqOybYHMVfE8ldGcFdeZ27MoK7KoL7YQJfRzp/eyrn0wJZ3PgYcUbHEIPFjnx4//5Z1/t7tyqzsjafDLF0PnXY0maHuHCqEn8yfIsgtRWuopx/rKIvl2EqlGQolGRIEWeIFKGPFqWHu7dRIvTRogzRYozR4kyxEqypslxpinzp6qIuksv9JXgK1q3IVBXOUhVOUhbcu4o7Xl0sVUkgU54rXpItWpwJ7i//2YIoQ7QIfZQIfawYQ4EkQ4EkQ4E0k60gU6yyEPlmRX6IUuE/P0SpfiLM2apCSSpCKWuFUlcz8JsdgmoBlDdC/UYpiFIp1hai1Nl8b6Uu+9CTMgnA2Mhwe0Z8vtmm2DWsMWtYYlazxEqwFe357c55jbYEzq5cvs4M/qefR2cafOnSnIuoMBgMFovFE3DECQBId1AAqgBQBYBqgby6TtEqKFOKOVOKuViG5Sj/f+QdT2/ziTB38bOxdbvhuL/GYUfh7s0529Zl6MikaoglKgnGy3LHSrFHizNnSDAWSDFWSTP4CS09tYY3U1U4SUUoWUUoUlnIXoC+RJKuQJIxT5IxbjVzrCR7vCx3opJg6nqxDF3Z3N80ivYYVDntLDlqb+vkvsPtrO7pBE1F5WyRX7OkmDOlmItkmAN4Icg/H6oiIUr9AUo9LcqcpyaUulYoXVUoXYJR2NThz98/RZSKKPXr+Y5K7cjk78hk6m8Kbo2Lzt6iEiPOFCvBGiPOFC/DVWa/o6eqBEcEn+7seJUAvU6mny8GEn95kyWEGn5N8bpUEg7d8BYF5Y1C+WNQ6Tijtb+0jqmkvrmkvrmMvpmgrhmU+gaqA1AlgIpI53qnAZjEYLFjw8PDb9986Ol+87j5ZePNnvKCnpwkj7PBOw76OTkfN9bR91vNmaMmnLpWKG2tUKIC7zYZSUd7t10HvbefDGpMie8tz+trvPnmcfOH593D796OjYxgcDgwPfUMB6AqAFUAqB4scQ6W3mQCZyJtsHPFpu1Q2APyzYoQpS4y1MZSfXO9OaG0NfRx4vQJq+kT+CAhwz1QFaJURKmLxOIptT2R5UkK75MUvq50/qcZAjOjM4u/K5e/OUKgwml56voVMatZYyXYosUYE5UEa47a9jfdxk9NjwMwMT4ReDN3f8Zlm5xr88X+rKsuRVEfRz7hsRRuCvJfpeaNQvkjUBkRKp+Cyv6KiimoEPXnzwdnjV7oQINx+AQ9Hksg4IgT+MkpwjRpHAAAwLY2ABUDqAFAp4t8/9oG48Xpk/ihFZt3QrcBVA6gGtBLBAAAwjQJPzmFI05gCQQMDo/BYidxmK5BzH+vSy0d/zyTaagIQ75ZEaLURWZepZbgoah21t3HuS09uODYdfRXn8w/d26IUhGlfj2LpNRPL6ueJS7rSWHrSWFvjOIuC+cpD+cuD+cuC+eui+J5ECxQum95sqpQvLRwvBRXtChDirrIbf+jb5+0jgNAIAE0BoNBowEOpd4wBeUAqGD+yAP/KSMNjGAo3WZpllJHofxRqOCvX37688F/f4PtQgeKosjgbXDH3TEoaxQqwUORbWyztkHPNKh0HMobZSwafTaEnqCUCYX/npo/E0SpiwzV61KxUA2Aqv+KGgCVT/y5c0OUiij168Fg0Rhsb7FmVwLd02TOnnSe3lyBmdGTwfs0mfNpIv2LwnUUlIrBYDAY0jjh9puPUrm3JYvvSRY/UFOTOyLOeECC44AEh6skp/FK5ssy/MmywhkyXFkSjBmbZO5dOTPY95wIAH5q+r8todEkHHrz7YV+MCh3lKt09PUImlalzv+zljQpNW8EKv58G6wGUPkkfDLjy5Q6fyaIUheZxb/pNKJURKk0gsGiMdjmkt/qE4XvZEiVRayI9uKI8f4zorw4isNX3s6Wr0lbfafid/jwfGYQpkk44gQYxxS/GIaSP9ElvWYLbzeQVypV4MlSWZGlsqJYbdXhVVyBIswlMixXdNU2HAuJfvwWAIAjzv6lnn+oUqlmsqBSl5SgoSI0VEw18tDOrWhEqYsJolREqT9KqTgMGotBq1cPMGf3sVWPstr7H+JackqM54Qo9ykxnsPcSzisTvKVvlkRf88gub6/6faLquLOnJSWuNB7V87c8jtSc9SmzHZ7oblO6ha1iA3SCetEIuX5bIRZ02ZeDbqS1UlbUycgaUneMFQKrr0gzCeyf5VSceiuDyiWtLdLk98uS6EWv8a9cb07CMYpr2JEqX8HRKmIUn+sUiVqsFAODqoGSx2DYsUY8tRWZqoK56mtDJflNZcUD9XVCNeQiVERSZDjiZPiiFnNEi3GGC3GGC1CHy1CHy3KEClCnyBGXyjJUCzFkLZ6mZ0Qc6rqClipeWsFncT5oKguqA5AhRgoazSse16R/ZuUOjGOe9b7XmxLDP+m60J6kVSCSfWad0j9/JWPKPXLmatUgwc4qAQPVVCNMrzgTRyiVESpXwOsVNmaUShnFKoGDI6XIkTp4T5m2lrhQDkBFwG6KimGQkn6XAkG2KSxa1jjpDkT5PmS1VambZTMMlQu3rkpbe9vR3fvdbBzMXX23ikuVC7Lmq/Ala/AVaPI4bKSDbrxBColwCL7f6VUEZ0I3nUhgutDqQSD7GWvoFpEqYvJbKWOY03Tuv/j85Dh7CMqsex08+prbUMjKAKl7Q1RKsXaQpQ6i7lKvS5Kn75WOFlFKH2tcLA09++ykj67dzvttXc9dPzetQttyTe6CjJe1Ja/enj3XdeToVcvR4cGAR5V9n4cKp6EKgFUBXgNLPWVlLRV1LRV1DavVZVQXg/FP4dKcP8flap3g3f9AiJjULjidaUOUepi8plSMWjSFMHaLZdF8g8h1StUglsuUM04aujTKB5HYZUiSqVYW4hSZ/GZUmsAw/4zkTxQliRzmgRTliRzDA/EtNcbugWgkimhRkAAYAo+K0UC+Klp3MQkdnwci8cDIq5sAA3ljEH5o1DBGFSAhvJQUN4YlDcG5aKgAjRUMEYW2TdX6nv0n/dVo36QV0I43035rmsYNBrg0NubcVAxgfphIn0V/tknDKJU2lkEpRYUFJw5c+bJkydUppmrVKsTRcxKV6l/f061a2vNEhClIkr9Gj5Tajnx54CiFQaWIsY2q4xtRIxtVhhY/uyfB1VMQDmja6pGUWg0jlIiAI8ue4WCcv6yXgEKKvw8ZvQNv6lSp8dxTT0f2I/Xc5yo5zp5i0rQH64NqX4BKDkIg0YDIs46sY3BpZZKC+zu9St8Gp6/HSbiKaSCKJUiX6vU4OBgDQ2NoKAgKSmp1tbW+SZDlIoo9R+hVPjH5ysBVEH6MyoBVEqA8ka+TKlUD7cXUOpdzE9F2J9K548SLHc1Zl6lThLuPXrJp3hZUDlIaO0VKsEofi48/i4AkxQzAaRxx5MFzBLnqbTAp3hZYmPoi5fvKZb9/welDgwMuLm5ubu7v3//nkYlfpVSJyYm5OTkOjs7AQDnzp2ztraeb8ra2tr6+noAAIlEAoAEALDxqmJWCRfUjqESnOqRarvS8YRJeMZZAAAedw/yrI/i3xhNpRF6xbA/oh9QbAFuxPPqHUbFMOqZ8GyIWrM18cMQdr5Mnr8aFdSO4dOilgmjYpjL+XoqmVyIfkC/UCa8mlEr9eL6Xo/Nl8mnEZyUcRLP+igqjTCphNt6V1HJJLGgi1F5gUz4N0Zzr4988OTDfJlgcUQVszQujUgqjbCpXt92oBAuEorJfD0AkACJJNc4AZVMQuXzR8mkxO2JqWkSxUQAIN38NL1AC3AUTUYPTFNuhEQCAFhcecC0q5DfpnS+4LQqlnGrHsES51uwbc+GeDZE8VMtNkHtGHqF0OjsJ5QbIZEAAM4BtUxU1zJc9u+HMPNl8voDWtQgnleTWrHB26B/WBOVejsdfo9OIZRasWlF82+M7nz+ab5Mhkfx0sZJ3FTLXlA7hlE57Nil23+JCDQ1NZWWls5nLTQaraKiEhIScuHChQ0bNoyPj9Nixa9San9/v7KyMpFIBADU1NRs2rSJ/FZfX1/dDAICAs6dO1dTU1NSUlJSUlJbXaFpehoStKcXd6YSv65wElY9lpdfWF5WWjKHmuqKa9dTl6xyohM7QKURSMBuz4GgurrKuS2UlJTU1VWaWl+EBOyoZ7JExIlDxiU5NaeyomxuI9VV5ZFxmfTizstEF8jEYPc5KplYHAhaMJOlok5MEodiEjKrK8vnNlJRUZaWkcsl57pklRO1TATttbafrqupmC8Tl1MRkOACmdCJHViyyikoNLm2mkI7FeWlObkFgipH/7OSWiY/CznI6XpWlJeWUljDi0N5SUlxURHH2XzIpwjyK5w3fApZzxYUFBaVU8qkrrzkbFox5D3/7OTwKjwQX1xHedGW1FRXaBh6QZz7GITs5osl/Db80gczs/LKK+Yp+xupS0Sc6KgWG724M8Rvd+B4aF1dFcVM6moq9MwDqK9luOyT5in7qoqyhORsVqlDS0WprWK48s3sLs1f+VU77QMhfmqZ0IkeoBM7EB6ZVl1NuezTM/O4Fyp7enFnSNBu697zcCbV1dWXLl3y8fGZaaqenh6yxDIzMzdv3gw/3rBhQ0VFxTdX6tOnT1VUVKanpwEAt2/fXr9+Pfmtnp6e8hlUVlZWVlbOfKW6qrK2pmrBqKn+bK5ZVFSU09JIVVUFlUaqqipoaaS2ZhEyqa6i1gjtmVRQ+0LltTULL1vqmVRW0phJFfVMaqoXzoT6Kl4sairK6yoXiFqq36WyfOEW4KBabuXVtCyTxSi22pqqqkpqqdC2DVJrooK2YlusbfDry35W5VdUVMzyUldXF1livr6+rq6u8OP9+/dfuXLlmyt1ZGREXl5+bGwMAJCTk7N161ba50VAQED4J+Pp6Xn06FH4sa2t7aVLl2iZ62tPTxkZGZ0/fx6Dwejo6Fy7du2L5kVAQED4xxITE/P777/Djw0NDbOzs2mZ62uV2t/fb2RktGXLlsOHD09NTX3RvAgICAj/WN6+fbt69eqGhoaKigpJScnh4WFa5lqcS/3hY38EBASEfxN1dXXGxsbGxsZ37tyhcZbv9N9TZF6+fPn06VPy04yMjKioqE+fPsFPW1tbQ0NDGxsbyRM8fvw4LCzs8ePHFFtrb2/v7++HH4SGht66dQsAMDw8fOcvHj9+vOAFZRMTE/AnYrHYmJiYlJSUyclJ+K2Ojo5Z+cxHV1fXixcvAADd3d1hYWHV1dXkxpOSkuLi4rBYLMUZUShUbGxsQkICgUCAX2loaAgPD4e/FwBgamoqMTExOTkZPg0IALh79254eHhvby/FBnt6euAlPDY2FhkZWVxcTH4rOzs7IiLi9evXC34d+FPglBobG8PDw1++fEnOJykpKSkpibyU5qOvrw++wA4AgMFgHjx4QH6roaEhNDS0qamJlky+hlevXpFPOOBwuNjY2OTkZPgaFQBAW1sbuWxgampqIiIi3rx5Q7G1e/fujY6OAgDq6urCwsLgbzcwMAAX2927d9va2uAJqDA8PHz//n1yPklJSeR86uvrw8LCZm4g8/Hw4cOhoSEAQGNjY2hoaEtLC7nxyMjIzMzM+Wbs7++PiIiYeTFmQUFBVFQUGo2Gn46Ojs4qm+Li4sjIyPm+V0tLy9u3bwEAvb294eHhd+/enfnuvXv35qv8meBwOPKMhYWFUVFRKBQKAEAkEh89egQvXvhTqNDW1jYwMAA/fv36dUdHB/mt6urqiIgI2q8t/Rq+n1JJJNLHjx+1tLQu//URdnZ2JiYmp06d0tDQGBsbq6+vl5KS8vX1XbduXUxMDACguLhYQUHBx8dnzZo1JSUlc9t0d3fPy8trbm6GZ1y/fn1iYmJLS4uenp6ent62bdvY2NgWHFQeHR01MTEZGxvT09M7dOiQo6Pjjh07AAAPHjxQVlb29fVVUFBISUmh3oi/v39CQsLTp0+lpKR8fHy0tbWDgoIAANu3b7eysjp27Jiuri5cJTMZHBzU0NA4ceKEra2trq7u9PR0SkqKsrKyt7e3nJwcvGmZmZnZ2Njs27dv165dAICMjAwlJSVvb29ZWVmKe5qgoKCgoCACgbB+/frjx4/r6en5+voCAKysrHbt2uXp6SklJUXLRmtsbIzH49PT02flY2pq6uDgYG1tbWRkNDExQaWFyMhIb29vAAAKhXJzc9u+fTv8enh4uKqqqp+fn4yMTFJS0oKZ/D1IJNLg4KCuru758+cBAFgsVldX19nZ+cCBAyYmJgCAW7duwWWjoaFx48YNAMDly5e1tLS8vLwkJSW7u7vntmlubt7X15eQkKCkpOTr66uoqNjU1JSeng7Xm5GRER0dHXlvOh/37t2zsrKanJzU09NzdnZ2dnY2MTEhkUgpKSkaGho+Pj7S0tIzdz8U2bdvX2tra15enry8vK+vr7Kycnl5OR6PV1NTc3d3t7S0tLa2hi+9nElLS4ucnJyfn5+BgYG9vT0A4NSpU4aGhu7u7pqamlgsFoVCaWhoHD9+XFdXFy4bX19fPT2948ePq6urUzzydXJygq89kpOT8/b2VlRUTEtLAwAQicSGhgYhIaGPHz9S/y4AgFevXsErxdPT08DAwN3dfcOGDQQCob6+XkhIaPPmzXp6ejk5OdQbOXr0aFpaGolEGhoa0tfX9/f3h18PCQlRV1f39PRUUlJ69erVgsl8Jd9PqX19fVu2bFm2bFl8fDwAoKenR1FREX7L2dn56tWr1tbW8N61q6sLvtxVW1u7vb0dANDc3Jyamjq3TS8vr6qqKltb28TERABAb2+vnJwcuffU1dW1ZcuWBXsNY2NjDg4OiYmJxsbG8CtaWloPHjzw8vI6c+YMAKCwsNDAwIB6I+fPny8oKDh69GhISAgAYHBwUE1Nrby8fOPGjfAEO3bsgLfbmYSGhpqamsKPVVRUampqNm7ceO/ePQCAn5+fq6trW1vb2rVryRPcv39/06ZNcK/qwoULlpaWczMJDQ1NTExMSkoyMzMDAKBQKCUlpbq6OiUlJXiCAwcOHD9+nPrXAQBYWFgMDQ2pqanBfcnTp08fOXKkpqaGbMagoKCRkREqLcTHx1+4cAEAYG9vz8HBYWtrCwCYnp6Wl5eH/9GuoqKC/O0Wnf7+/q1bt9LR0UVGRgIAcnNzyStx06ZNt2/f3rdvX3JyMgDgxYsXKioqr1+/VlVVhSfIycmZ2XUlY2Nj8+TJE01NTbgHlJ2dra+vT343NzfX2tp6wc77w4cPjx07VltbS85HR0envr7exMQE1rGHh4e7uzv1Rg4cONDS0mJgYAAfkFZXV5uamsbFxZFLQkVFBS6kmdja2p4+fRp+LCEh0dzcLCcnh8fjAQAmJibp6elxcXE7d+4EAIyOjsrKynZ0dMjKysLDejt37rxMSQ5ubm4PHz48ePDguXPnAAC3b99WUVEBACQlJcnKynJxcc3tScxlYGDA2tp6cHBQQkICh8MBALZv356amhoXFxcREbHg7DCnTp0qLCwcGRnZtm0bPT19WFgYAACPx0tLSz9//hwAcPDgQVoq/yv5fkqdmpoiEAh79+6FL+9qb2+HFz0AwM3NzdbWdvfu3fDFtP39/UJCQq2trbq6upcvX96/f/9cGcG8efNmbGxs27ZtBQUFAID3799zcXGRj9r09fVra2tpSezVq1cxMTFwMQEA4G5Lc3OzpqZmWlqalpZWdHQ09UbevXs3OjpqYWGRkJAAAMBgMCIiIteuXTMyMoInMDMzO3z48Ky5BgYG4IORgYGB1atXV1VVaWhowCV+8+ZNMzOz0NBQR0dHeGInJ6dTp06Re7t37tzR1NScm8nHjx+Hh4etra1DQ0PhV3R1dQsKCuCBAhKJpKqqGhsbu+Bi6evre/nypZKSElzi9fX1ZmZm/v7+9vb2rq6udnZ2C+7wh4aG3r17BwAgEAjh4eFwL5tEIpFHA44ePQq/+C2Ynp4mEAh2dnZ//PEHACA5OZm8M9DS0rp+/frevXuLiooAAO/evRMREUlISNi2bdsff/yxb9+++f6j5uXLl2g0WllZGR48KSsrExERgd8aGRlRU1Obb8RgJlgs9s2bN+np6XC/DACwcePG8PDwzMxMY2PjtLQ0BQWFWYfPc+nv78dgMOrq6rDcm5qa5OXlAwICDh48CE9A8Qigp6cHg8EAAKqrq1VVVYuKisi7hKCgoJMnT7q5uYWHh8OvbNu2zd/ff9u2bfDT8PBwKyuruZkMDAxgMJiNGzfC42PwLvzjx49EIvHdu3cKCgq09FKJRGJ/f391dbWOjg78ytWrV0+cOHH27FkDAwM7O7uAgIAF91XRRZCUAAAgAElEQVSvX78eGRkhkUgEAsHBwQHuD3V0dJB329nZ2eTt8dvxvcdS9+3bByt1ampq165dNjY2ly5dWr58ubu7e1VVlbKycmBgoKmp6cqVK+/fv8/ExOTn53f79m1NTU24v0OR/Px8JSWlwMBAMzMzLi4ueDPOysoiVwMtDA0NaWho+Pr6+vn5sbKypqSkPH78eNWqVfb29vLy8vDqWZCqqip5eflLly7t3buXk5Ozp6fH1NT0yJEjFy5c4OHh8fHxoThXZGTkmjVrYmJi3r9/r6ioCF84cffuXRMTkzNnzri5ucGTubq62tra6unpwUOczc3Nampq82ViYmJC9qaOjg68r6qtrV23bp2dnR15WJY6PT09CgoKcCk3NTX99ttvjo6OoqKiNTU1cXFx0tLS8HAeLURFRZmbm5OfDgwM7Ny5U11dfcEBsq/EwcEBVurw8PCGDRu8vb1Pnz7NxsaWlJRUX19PLhsxMbEbN24wMzMnJCTU1tZKSEjMHEycxfnz57W1tS9fvqyuri4vLw+/eOrUqS/qAQ0PD2tqasL5sLOzJyYmFhQUiIuLOzg4iIuLUxkMnUloaKiGhsbly5c3bdokIyPT29u7bt26s2fPenh4sLCwzHek7OPjIy4u3tjYWFFRQVZqeHi4s7Ozvb093CcAAGzfvp08CAYAiIuLI19RNJe1a9fC47l4PF5RUREeeR8dHaVRqTAzjySuX79uZ2cXFhYGG2Dz5s0HDhygsR0AgLOzM7zN3rt3j7yZlJSU6Orq0t7I3+N7K9XKygpWKtyJiI6OjomJcXFx8fPzAwA0NDRcvnw5MzNzy5YtfX19srKy8FwNDQ3kI2iK3L17NzAwMDs7e+PGjbBx4K4Z7YnBQ71Xr17Ny8szMTGpq6szMDDIz88HAExOTq5cuZJ8foY6jx49CgwMLCgo0NTURKFQGAwmPDw8JSXFysqKvP8nMzk5aWNjY2pq+uzZMwDA6OiovLw8PFJRXFxsYWGRkpJCPpSztLQMDg7etGnT4OAgAKC6uppKfTg6OsJjiAAADQ2NZ8+eRUVFrVu3jsZ/qoOB84GP7ktLSy0tLY8cOXL27Fn43c2bN9Pe2o0bN8hKbWxsVFBQCA4Opj2Tv429vT2sVHiILTg4OCcnx9TUFNYNuWyMjY1zcnLINXblyhXywQFFioqKrl69GhYWBo/bYLFYOTm5vr4+2hObmc/OnTvh8Vn47Epra+uaNWto3O1VVFQEBQXFxsZu2bIFAPD69eugoKDi4mJ9ff2GhoZZE3/69Al2E1xjjY2N5P94PH369JkzZ7y8vODFBQDQ1dWNjIwk19jFixepLBMdHZ3KykoAwNDQkKKiInwg9enTpy9SalNTEzmfgIAAJycn8nBwb2+vpKQkje0AAJycnGCl9vf3Kykpwd2U+Ph4KnuFxeJ7K9XMzAxeZ2/evIGLAACgpqbW2dnp7u4O75xPnz4NHyOvX78eltqRI0eo7KPc3NzgY5yLFy/a2dkBAJ4+fbpy5Ur4CJpGqqur9+zZAwAYGBhQUVHBYrFbt26F10p3d7ekpCQtleHt7Q2P4Ny4ccPGxoY86E4gEJSUlOaeow8JCVFUVBwYGHjz5k1PT8/k5KShoSE8GmtiYhIUFPTx40dxcfHBwcF3796Ji4u/e/fOzMwsMDAQALBz5875ur0AgPz8fGVl5YmJibq6unXr1jU3NwsJCT169OjDhw/Pnj2jPgY6EwMDA9h9pqamoaGhVVVV2traRCLx9evXUlJS8EUOtHDt2jV4qJpAIEhISERFRQ0NDb148YKWI+WvwdLSEh49vHnz5u7duwEA7969U1ZWxmAwx44dg886/vHHH4cOHUKj0bKyss+ePZuenjY0NLx+/TrFBkkk0u+//97W1gY3Dq+stLQ08jgsjdTX18ODHu/fv1dVVX39+rWMjAzcNc7NzVVXV597cmkue/bsgb154MCBkJCQqqoq2HqPHz9et24d+RoSMvv37zc3N//48WN/f/+LFy+wWKyMjMydO3eIRKK8vHxjY2N1dTVcNjU1NYqKiqOjo4qKirW1tRMTE0pKSnl5efNl4uvrC4/dBwYGkv+LcmhoSExM7MOHDzQuExwOJy0t3dDQQCQSlZSUiouLTU1Nq6qqAABnz579omP2ffv2eXl5AQCmp6fV1dXT0tKmp6e1tbXnW62LyPdWakBAQEZGBgCARCIFBAQYGRkZGxvD3bf79+/r6OiYm5tbWFjAe9GmpiYNDQ0jIyMjIyMqRmtubtbV1TU3Nzc3N4dPSlZXVx86dOiLEsPhcHZ2djt37tTX14fXYldXl76+vomJiba2dnp6Oi2NdHZ26uvr79q1a/v27fAgqbu7+/bt27ds2QKfBp1FYGCgvr6+kZGRoaGhoaFhX19fX1/fpk2bjIyMLC0t4V1CRESEtrb2xo0b4dMsz58/19XVNTIy2rVrF/XLU06ePGloaLhhw4b79+/fu3dPW1v7t99+MzQ01NfXX/DkKZnu7m44nz179sCbqJubm4GBgZaW1nwD3BQpKCiAdwBDQ0N6enqmpqZbtmwxMDCALwn4dvzxxx/wOSg8Hu/g4GBmZmZgYFBWVgZmlM2uXbvgsoHPuW/dutXOzo7KxQy5ublwobq4uMDdn7CwMIqnbqiAx+MdHR3hfOCh28rKSi0tLRMTk02bNs09s0SR8vJyOBMHB4epqSk0Gm1hYWFubq6vr0/xArUDBw7A/5hjaGhoZmY2PT1dW1u7YcMGAwODU6dOwdOcOHHC0NBw/fr1NTU1AICampoNGzYYGhpSH9bAYrG7d+82MjLS0dEh//LI2NiYtbU17ftveCHA+Xh4eAAACgoK1NTUjI2NDQwMaN9/AwACAwPh0+AAAPikyNatWx0dHRcckP16vrdSZzE4ODhzPG56enrWSY/JyUnyFZpUIJFIi3J5xOvXr+GzMWRevXo165UFmZUwfOaK9tmnp6fJl9fBDA0NkS/dhZk1wXy8ffv2S5OfC4lEmvVxb9++/aLt5J/D69evZ+6H5pYNCoWipeOMw+FovLyXOm/evIHPF8FMT0/39/fTeMgPMz4+PmvtDAwMkC90pQ7cEcZisfDpBzJv376deYSHx+NpHPIeGBigpXNNnVn5EAgEWgxAnYmJiUVZX7Twg5WKgICA8G8CUSoCAgLCovHDlFpdXRNx/UZsbBwS/5/j+o3IoqJ5L1daLF6/fnMjMiom5sd/XyR+YMTExEVHx9J+5d/f44cp1dzcAoIgRibW//1g+9EJ/A8HBP26UVvnWxdbVXXNT78sYWBk+eHf91sGUocLBD0D8zI6xkd//R7CN+KHKdXW1p6ZhX250Mr/xWBj52Jj5+Lg5GFiZuMXEKI+sZDwKk4uXnYOHiHhVT88839asLFzbTM2+dbFdrP+Fgcnj+DyFT/8+3674BcQYmJmY+fgZmPnZmZhFxAU/uEp/dNCQFCYj3/547a2b1psiFK/ONjYuSwtrSorq6qqqi9eDBQQFIatKrh8BcWNlpOL93cz871W+9g5Ptuq505P8RUqT/8FgSh1UYKPfzkPr0BAwLm6upu1dTc9Pb25uPlgq1Ips/kq9t8aiFL/icHJxaerp//8+XPLvfs26Wxuffw4JiaWiZmdk4uXg5OHj385KxvncqGVzCwcfPzLhVeIcHHzQdAvYRERMbFxP/28hIubj4OTR3iFCAcnDwcnD7+AEAsrB7yyWVg5BASFOTh5OLl4lwutZGZhZ2PnJjfIyyfIysYpuHwFKxsnL5/gv6bDiyh1MWIFCytnRkbmo0ctptt//93M/GnX0+joWFY2TrjM+PiXs7ByCgmv4uNfzsTMzs7BzcsnyMTMxsnFy8snyMbO9a8pJ+qBKPWfGEzMbKc8ve/fuw9BEARBUtKyHh6ejEysm3T0SkvLKquq3Y4c4+EVCAwMkldQYmHlMP7N1NHJ2eOU582b9QkJibW1db+ZbF9Gx6BvsKW4uKSmpvZMwFm4pq8Gh+Tl5RcUFOptNhQSXuXt7RscfK2mts7f/wwrG9caCem4+ISKisq0tHQZWQVePsEfvigWJRClfn1wcvHqbTZ49+69iOhqBkYWOnomNTWNkGuhbOxcG7V1S0vLqqqqjx47zsDEum7dei8vn/T0DB9ff3f3Ezcio+rqbjo6ObNz8Pzwb/EdAlHqPzF4eAUUFJW7up7ev3//xo0o0+2/L13GsGKlaFtb+8GDh5VV1Do6OrcZm9TW1Xl6eUMQVFxc4uvn7+J65N379+vU1++3sWtpbZWTV7p//8H2HWbCK0QaGhrNdu7aab47JyePmYXj6FH327cbhIRXjY+Pe3n5qK1b/+rVKzl5pYiIG+npGSys7CHXQv1PBzCzcPzwRbEogSj164ORmc3jlGdNbR0DI8tyoZVCwqt4eAXo6JlWiYiTy7Kzs8v4N9NNOpunp6ddXN127tw9OTm528Jyx+87+/peiq+W5ONf/sO/yLcORKn/xBBeIcLAyCokvMrpwMH4+IRXAwNh4RG/mWyvv3Wbjp7pl1+X+vj6R0Tc2G1hWVlZxcXN19bWLiq2JiDg3I3IqJ9/WULPwFJWVh4cEvr0affx4yePHTteXlEZF5/Awsqxz9rmzJmz+QWFDQ2NYuISLa2tq0TElyylv3mz3tDQyM7esbOzKywsfNs2k3/TEBii1K8PRma2U57eVVU1jEys8Cv8AkKCy1dYWlrdmlGWUVEx2pt0GxvvQNDPBoZbm+7dY2Bk4RcQfvSoZa2qOg/vv+S4h0ogSv0nBicX78VLgRs0N0LQzxD0i6SU7IsXvS6ublXVNXT0TP9ZQufl5ZOcnMLFzXf7doOXt09RcQkE/XTxYmBQ0NWff1nKzMJRWlZ+LTSsvf2JrZ2Di+sRF9cjm3T03NyONjbesbG1dztyrLq6Rkxc4sHDh+KrJVlYOerrb/1uZs7Lt3yTjp7/6TMdHZ2ent7/i4uOYiBK/frg4OD5zWT7y5cveXgF2Ni56OiZDAy31tXd3LNnb21tHbksY2LiNuno3bxZv4yOcZuxye2GBjZ2LhHR1c3Nj5RV1BClLhaIUr8sGJlYb9yIam19rK6hKSuncPrM2Xv37ouJr2lra7e2tpGUkmlvf2K93xaCfomIuI7HE/bb2EEQdPFS4IcPH2Rk5G3t7Jua7ikpr+3s7Nysb8jHvzwuLkFZRS0zMyvoytUlS+lDQ8M7O7ukZeS7u7vXSEgzs7A3Nz8y2vZbalq6h4fnkqX0SUnJiUnJ9AwsP3xRLEogSv36EFy+gpOLt77+VlFRsaqaho6ufnf3s3PnL3Bx83V0dFhb20hKyba3P/ndzHyr0W+Pmh8tXcZguv33x21tsFKfPetBeqmLCKLULwt+ASF+AaHg4GsNDY319bfy8vLV1q2nZ2DesnVbdU1tbW2dj48fBycPIxPr9h1mQ0NDK1aKMrOw/262KzIyuqy8oq6ufsvWbUuX0e/ebXmz/lZ1dY2v32lmFnZNrU0VFZVZWdm+fv4lJaV79+7z8z8tIrqak4v3zJmzqmrqmlralZVVlZVV6ekZklKyyOmpL+LfrdTlQiu5eQVERFcnJSU/fNh8585dL29fDk4eVjbOmWXJyMSqpbXpzJmzbOxcGus1z547z83Dv3KV2MVLl6Wk5fj4F7i8+l8Q/3KlWllZL1lKz8XD/78V3Dz8HJw8S5bSc3Dy8PIJLqNjZGJm5+UTZGBkYWXj5OEVWEbHyM7Jw8sneOVK8NXgkF/+s4yHV4CFleM/S+i4uPlZ2bkYmFh5eAXpGZjZ2Ll4+QTp6Jm4efiZWdhZWDl5eAWWLGVgZePi5hFYRsfIxc3HwytAR8/MwcnDzMLOyMQqIChMz8DMysbJzSPwwxfFogQdPZO+wZZvXWzVNbW//LqUkYmNiYX9XxnMLBzL6Jgg6BcmZnY6emYI+oWRiY2FleOXX5cuo2NkYeWAfvqViYWdnoH5p5+XsLBy0DMw//Tzf5hZOJiY2aCf/sPIxMr8o7/CdwgGRlY6eqZ/7X9PHXM/vmaNlMpatf/BWKeyVk1JWVVJea2yyp9PVdauU1ZRVVJWVVmrJiEpc+HCxc7OTl1dfTl5pb8mgGdRVVm7Do6/nsItkGdfp6SsOqPZ/36osora55/4bwhJKVnr/bbfutg6Orv229g5Ojk7OR38V4ezg8MBB8cD/33lwEFHxwMODgec/vvdqTz4l4ej4wF7B6ev/6lA6vwwpRKJRBwO/28Fh8MNDw+jUCgCgfCjc/lHg8Pjx8fHv0/JISB8B5Af90NAQEBYNBClIiAgICwaiFIREBAQFg1EqQgICAiLBqJUBAQEhEUDUSoCAgLCooEoFQEBAWHRQJSKgICAsGggSkVAQEBYNBClIiAgICwaiFIREBAQFg1EqQgICAiLBqJUBAQEhEUDUSoCAgLCooEoFQEBAWHRQJSKgICAsGggSkVAQEBYNBClIiAgICwaiFIREBAQFg1qSg0NDd29e/f+/fsbGxu/xWd//PjRx8eHRCLBT8+dO9fR0THzcxsaGgAA2dnZ5ubmVlZWlpaW0dHR5Nlfvnx59epV8uyzOH369O7duy0tLffs2XPo0CECgbC4yY+Pj3t5eaFQKIrvRkdH79q1a+/evXv27Ll8+fLU1NTifjoAoL6+fubSIEMgEHx8fCwsLJycnJ49e0ZjayUlJTExMYuYXm1tbWxsLPmpm5tbfHw8/Dg9PT09PX3W9OPj42g0GgAQEBBAe9owISEhLZ/f9rKjoyM0NJT6XI2NjSEhIdSnuX79elNTEwaDof0GWa9fvz5//jz5KR6P9/b2hldHT08PAACFQhGJxFlzTU1NjY2NAQAiIyPLy8tnvjU9PT06OgoAuHTpUmtrKy059PT02NnZ7d69+/Tp03g8nsbML168+OjRIxonJtPf33/16tXp6Wkq02AwGC8vL+rbYEpKSkVFBQ6Hoz1hFAoVEBAwMTEBP33+/PnOnTv37t1raWnp6OjY29tLYzuLy7xKDQ8P37p166NHj3JyckRFReFqWFxevHghJydHXhnr169/8OBBcnIy/Lm5ubmioqKDg4PHjh2zsbF5/PhxfX29iorKpUuX4Om9vLwgCLpz5w7FxlVVVePi4lpaWh49etTe3k59lf8NpqamHj58OHfbgNmxY4eHh8fjx4/v37+vpKQUGRm5uJ8OAIiMjHR0dJz7uqurq5OTU0tLy7Vr1+Tl5TEYDC2tvXr16unTp4uYXkJCgq3tf299KicnR0dH9+HDBwDA0aNHjx49Omv6/Px8V1dXAEBLSwtsENoxMTEpLCyc+YqdnR0EQd3d3VTm+vjx45MnT6i3vHv37tLSUm9v74KCAhqTaW9v19TUJD91cXFxdnZuaWkJDg5WVFScnp4+cOBAdXX1rLmePXu2c+dOAMDTp08HBgZmvvXhwwdTU1MSidTW1jY0NLRgAlgsVktLKzExsbm52dzc3N7ensbMHz9+PDg4SOPEZHx8fCAIgns/VHjw4AH1jsXhw4fj4uJCQkJo37W/f/9eXV2dvLcrKytTVFRsaWlpaWnx8vLS1tamsZ3FZV6lOjk5OTo6wuk+efLk1atXIyMjLi4ue/bsgfftN27cgHenUVFRt27dKi0tPXHihJeX18ePHw8fPrx79+6UlBQAQFNT0/79+y0tLR8+fAgAOHHixKtXr+CP6Ovr27BhA1l2hoaGT5488fDwsLe3h3doT548+fTp04kTJy7/lVVXVxdsYRwOt337dj8/v/kqRldXd9ZuqrS0dN++ffv27Xv58uX09LSXl5eFhcWZM2cAAGVlZSdPnoS/MhaLJRAIx48ft7CwuHjxIgAgLy/v+PHjNjY2165du3r1qrm5eX19PQDg7Nmz5Gatra1nfpyFhQV5I3dxcfHx8QEAXL9+3crKytXVFY/HDw4OHjlyxMrKKiEhAV4Ujo6OlpaW8FxFRUUODg6Ojo7w8cHFixddXFxSU1Obm5v37dtnYWHR3d1dUlKyefPmI0eOWFtbv379mvzRmzZtCg4Ohjvvd+/exWAwT548sbW1tbS0vHnzJgDg/Pnznp6eRkZG8Ed3dXX98ccf9fX1GRkZRCLx5MmTFhYW8Cru7u62s7OztLSsrKwktz82Nubp6Wlvb+/r60sgEO7cuXPixAkXFxdra+vBwUECgeDi4uLg4GBhYeHh4UGea8eOHfv374cl6+3t7e/vTyAQvLy87O3t/f39MRjMnj17xMTEOjo6wsPD379/39HRYWVltXfv3qqqKnhR+/n5WVhYwD3f1tZWJycnBweH1NRUAIClpWVZWRn5s969e2dmZubh4XHixAn4lcuXL1tbW3t4eCQnJz979szb29vd3T09PR1eArGxsZaWlocOHRodHT1z5gx8U2J/f/+PHz+6u7sHBQVJSUnt2rWrsrLy2rVrcEkHBwcTCAR/f/9Dhw4VFxcHBgba29t7enqi0ejnz59v3bqVnIy2tjY8FwDg/v37LS0tIiIiu3btmpqaCgsLs7e3d3V1ff/+/eXLl/n5+Wtra3Nycu7cudPV1eXg4LB3796mpqakpCReXt6cnJyYmJhnz56Njo66uLhYWFgkJSURCISAgIC9e/deuHCBvHf/8OHDqlWrOjs74afwSr9//z55M5yenj5z5oyHh4eRkVF+fj78ja5evRobG9vd3T02Nubq6mphYREXFwcAePToETwjxb4LFovdvn376dOn7ezs4FdqamosLCw8PT19fX0/ffp0/vx5V1fXuLg4+KAhNzfXysrK1tb206dPGRkZ2dnZAIDU1NSysrLLly+fPXtWU1Nzw4YN/f39fn5+RCIRPhYcHBy8cOHC4cOHi4qKCgsLHRwcnJyc2tvb0Wi0vr4+WamlpaXwbgkA8OzZMwUFBQBAS0vLzPyjoqKsrKyOHDkyNjZGJBJPnDhhYWFx4cIFAEBKSgqcT1paWklJSX19vYeHh7u7+9DQEGyDGzduAADa29ttbGwsLS1hCcxlXqUODw/v2rVrw4YNW7ZsSUpKAgDY2dmdPn26p6fHyMiorKzs+PHjERERAABnZ+eUlJSzZ8+qqam1tbXt3LkzJCSks7Nz165dHR0dOjo6DQ0N9fX1mzZtQqFQWVlZnz59gj8CVir5yN3Q0LChoQGLxZI/NzExEQBw5MgR+DsDAHA4nLy8/Pj4eG5urpubGwBAWVmZ4tG3jo6OoaEhvFkmJSX19vauXbsW3mIDAwMvXrzo7Oz8/PlzKyurmJiY69evKyoqdnd3m5ubR0dHnzlzxt3d/fnz52ZmZhkZGRcuXNDS0urs7BQQEEhMTKysrNy4cSORSNTT06upqdHQ0Ojs7AwODvbz8yN/ur29vY6OzpEjR2xsbMTExIaHh4uKioyMjLq7uz09Pc+fP+/j43P48OG+vr7AwEAcDmdiYpKSktLe3q6lpdXe3u7j49Pd3Z2fnw/3d+Tl5T09PVtbWzU0NJqbm9PS0nx9fcvKyqSkpJ4+fXry5Em4fwfz9OlTfX19LS0tExMTeHPS09MrKSlpbm7euHHjmzdvpKWlL1y4UF5evmHDBgCAt7d3cHBw8v+1851RbV1Z2/k/652VrJU1k0nWTJzEduKM29jGYAyYIsBUAQIhEB0MpvcmRDO92HRTbDAGTBfNGDAI2fRiTG8SvXeBAEkWIM73Y79zlz4nTt7MZDLzfh/P0mKJK+ncc8/dZ5+9n/2cm5tLpVKDg4M9PDyYTCaJRBocHNTS0iorK+vt7QUrh/YZDEZ4ePjCwoKqqiqNRqusrDx9+vTY2Ji9vX1YWFhkZKSbm9vExIS8vLxor3A43Pj4OB6Pf/Pmzf379yMiInp7e7F2ioqKysvLjYyMBAKBmppaY2OjiopKfX19X1+fpKTkzMzM1atXo6OjR0ZGLl26tL6+npCQUF1dPT4+fuHChd3dXQsLC1GXmpiYGBYWtr+/LyEhgRAqKytTU1NjMpnGxsZmZmZdXV2ff/45g8HIycmxt7dvbm6Wk5NjMpk+Pj7Z2dlaWloDAwPQ4ZmZGRcXl+rqaltbWxqNVl1dbWBggBAqLS0lk8kCgeCzzz7Ly8urra2NiIhYWFjQ1tZOT09fW1sTdamjo6NKSkq3bt3S1tZmMBgIIV1d3fLy8pWVFW9v74WFBXd3d3d395mZGSUlJR6PZ29vn5WVRSAQcnJy3rx58/jx4/n5eTk5uf39fV1d3dbWVhsbm8jIyLGxMSsrq4CAAHV19cnJyZiYGCxSAacgLS0tLy9vaWm5urq6v78vIyPT3Nzc1NSkpKS0srJy6tSpjIyM/Px8ZWVlhJCNjU1eXh5QbXfv3oX29fX1h4eHlZSUGhsb29rabt26tbW19d4sKyoqcnJygmnI5XI3NzclJSX7+vqKiopOnTq1ubl5+vTp+/fvT05Oqqmp1dfXS0tLj4+PR0REPHr0KCwsDIISCoWSnJz84MGDp0+fBgYGxsbGHh4eSkpK8ng8LpcrLS29vLx8+vTp2NjY2dlZCoUyNzeXmpqqra397t07UZfa3Nz81VdfOTs7Ozk5ffPNN48ePXr37p2cnBydTm9vb1dVVX358uWVK1dGR0fT09OHhoaoVCrYKolEevbsWWRkJPSHSqUmJCSkp6efP3++p6fHwsIiKCgInMPQ0JCqqmptbW13d7e0tDRkXe/hgy51cnISIbS9vU2n069evZqZmamtrQ00x/Pnz93d3e/duwfsmK+vb1FRUWhoKHhecXFxLPB89erV119/7erq6ubmpqWltbi4KHruqakpSUlJ7F8VFRU6nQ5Td2dnh06nX758uaam5t69e5GRkfCdlZUVWHxIJNL169ctLCw+/vjjH03KcDhcVlZWd3d3Z2fn/Px8cnKyg4MD9qmiouL09DRCqK+vz8zMLDk5Gbx2SkoKhUIhEolra2sIoZaWFltb25iYmJSUFISQmpra1tbW7u6uilUnYEAAACAASURBVIoKBFbe3t7e3t4/PLu5ubmzs3NlZWVJSYmEhERPTw+VSlVUVHR0dHRwcKBQKMPDw8bGxubm5jBnTp8+7ebm5uTkpK2t3dnZ+ezZM29vbxcXFwUFBRgZPp//4sULfX197BRPnjwBn1VeXm5ubg4HDw4OYABXVlbKysouXryYl5f3/fffe3h4ODs7a2lp9fb24vH4/f19hBAej+/t7SUSidvb20+ePPHy8tLQ0MACXhaLderUKeyHGIs3MTHh5+dHoVBkZWWLi4vLysogiy8uLoa4GwiEvLw80QGXl5dnsVjDw8Pa2tpUKjU8PHxpaQlrp7CwsLGxEXgMIyOj2NhYIyMj+KGrq2tWVpahoSEYj6am5sTEBJ1O9/T09PX1vXTpEofDsbS0FHWp8vLysrKy5ubm//Vf/zUxMRESEpKamooQam1tdXFxef36tYWFBUKIRqP5+vr6+vrCzUUIHR8fq6urj46OIoQIBMLs7KyTkxOci06nNzQ0QCxWW1t7584dDodz+/ZthNDi4iKVSvX19cXhcGlpaaIuVfR20Gi0M2fOsFgsW1vbxsbG3d3dsLAwHx8fIpHo4eGxubmpqakJ15uXl/fy5UsDAwMrK6vKysrNzU04kZmZWXl5uYKCAsY2zs7OWltbGxkZhYeHYzn7+vo6MCfj4+Ph4eE4HK61tfWrr74CvkVXV7e3t1ddXR2bdCMjI3g8XiAQWFhYlJeXKyoqYu13dnaeOnXKzc3N1dUVj8fPzMy8Z+dEIlFMTMzCwuKTTz6pr6+HiAo+0tXVnZmZgZ7z+XxDQ0M3N7egoCDst35+fg8ePEAIRUZGpqenx8bGFhQUxMTEQIVASUlJIBAcHh6qq6vPzc1BO0KhMCEhwdPT09raWk9Pj8fjibrUxsbG69evV1ZWVlZW3r17193dfXp6+ssvv3R3d3d1ddXR0RkbGwsKCoIMhsViqampgU9sa2uztraOi4uD/kRHR6elpYGXRwiJi4tjTFRfX99f/vIXd3d3FxcXTU3NH2WWPuhSNTU1k5OT4b2RkVFiYqKJiQkkgG5ubqmpqX5+fvHx8QghRUXF0tLSkJAQYAyvX78O049CoTAYDHFx8a2trfX19dTU1IODg729PYxS4XK5586dA/ZgcHDw7NmzGxsb+vr6WKJkZGSUlZUVHBwM/u74+NjBwcHe3p7NZktISPT39799+zY+Ph5skcvlihKmsrKyMDcAYIsIoebm5rS0tLt37wJlExsbGxAQkJqaCjFmTExMeHj43bt3i4qKEEJBQUHR0dExMTH3799HCOFwuKWlpdXVVSUlpf39fQKBAIwz3E64AQB9fX2sAuPp6ZmSkpKRkWFubi4QCBgMRkNDQ1VV1ejo6Nzc3N/+9rfc3Fx5efmhoSEul5udnV1RUXHjxg0Oh8NgMKSkpBBCysrKq6urPT094uLiCKGhoaH79+8XFhba2toihPLz8zGXKhAIxMTEGhsb4V95efnMzEwZGZm5ubnd3d3U1FQ2m62oqLiysoIQevLkiaSkJAT7KSkpVCqVTCZDJhgQENDa2iohITE5Obm3t/fw4UMsFdDR0YmPjxcIBBDCl5WV2dvbI4SePn3q4+NDpVIhP3JwcIDuAWRkZLq7uxFCoaGhv/vd7zIzM+3s7LB28vPza2trwdMRCITS0lIcDgflGkVFxdbWVm1t7YmJCYSQhoZGW1ubmJjY9PT0+vo6kMWmpqbV1dVwordv30pJSQ0NDfX29lKpVFjYwBUmJSXZ2dm9fv3a2NgYIVRcXOzh4ZGeng6jB3mfhobGwMAAj8c7d+7c8vKyvb19fX29g4NDQ0MDnU7X0tKCSzAyMtrd3cXhcGClkHcbGRklJyevr69D6IcQevfu3bVr1yBXQAjdvHmzq6vLwsKip6cnPj7e1NRUIBAEBwc7Ojqur68rKSkhhJydnZOTk4uKithsdm9v75kzZ9rb28GhkMlkOp2upKTU3t6OEAoODs7Ozm5ra1tfX9fQ0KBSqXCWjo6Oy5cvQ0Q5MzNz/fr17u5uMTGxzc3NjY2NjIyM1dVVBQUFLpeLEIqLi5OUlARiikQiNTQ03L59G3JkPz+/pqYmcXHxtbW1ra2thw8fvnv3TnSWzczMiIuL9/X1vX37NiEhgUAgcDgcWVlZWEhu3LixuLioqKjI5XJ3d3cJBEJiYqKOjg5CqLq6Ojc3F3I1uOMZGRlRUVF5eXn37t0DN3Lt2rWDgwNIRJaWlhQVFRFCJSUl0PP8/HwNDQ2BQCAvL4+51OrqanAFCCEWiyUnJ7e4uHjlypXV1VU2m52VlQUVGg6HgxUMYZKGhISEh4ffv38f+qOnpwcuNSwsDEyXTqcjhKhUaktLy/Xr1xcXF3d2dlJSUmAM38MHXSokLDo6Ojo6OpaWlgcHB2/fvlVWViaTyWQymc/nd3R0SEtL29rawiljYmLAST1//lxZWVlXV9fX11coFMbGxhIIBH19feCt9PX1RStdtbW1kpKS2traMjIy+fn5PzyvQCCIioq6cuWKoaEhHo8nEAhcLjclJcXT0xNa2Nvbk5SUXFtbMzU17erqwlrW0NBQUlIikUhEItHc3BzoURKJJC8v397evrS0pKGhQSaTtbW1Nzc3U1JSwGsnJSXdv39/enpaVVWVTCbr6ent7u5GRkZCIKOtrb28vLy+vg7dIBAIOzs7bm5uBgYG8vLyotyKlZUV0HwIoZiYGD8/Px6PRyaTTUxMiETi1NTU8+fPFRUV79y5Y2Vltbu7S6PRVFVVjY2NY2NjV1dXSSSSs7Ozt7f3zZs3u7u7jY2NIUAICAjQ09PD4XANDQ3V1dXu7u4IodLSUkdHR+zUdDpdRkZGV1dXXV3dz88PIfT48WMNDQ1DQ8PExMSjoyMtLS1YnHd2dj777DNY0h49ehQeHj4yMgKDZm1tfXBwkJOTo6amBqIFbCLl5OTo6upSKBQymezm5lZQUABxemFhoa+v78rKioqKiqmpqbS0NKRRAHV1dSjK83i8r776KiMj4/nz52AkIMkYHh6+evXqyMiIlZUVi8XKycnR0NAgEolAdhMIBKCqSSQSi8Xy9va2t7cPCAiQkZGBMBkoV3AEWE6zsLAgJSXF4/E8PDxMTExu3rzp4uLS1tZ29+5dhFBFRYWLiwufzyeTyQYGBsrKyrOzs9nZ2crKyo6OjtLS0kCiMRiM9PR0DQ2NtbU1LS0tExMTTU1NoE21tbURQsXFxTo6Oj4+PsASTkxMiCYTkO3q6uqqqamB1wsODiaTyS0tLXg83t3d3dbWVl1dfWFh4ebNm3V1dWFhYcXFxYmJidra2tbW1kFBQbu7u3Jycnl5ec7Ozj09PS0tLcrKynp6ev7+/t3d3WBFJBJJtNQWHh4uKysLpkKj0RBC2DR8+vTpu3fv8Hg8uIO5ublPP/0UCv3m5ubd3d2tra3Qvru7+9HRUVJSkra2NolEysjIgPHHVAHx8fFggQih/f19iAPy8/MJBIKBgcG1a9fW1tZ0dHR4PN7e3p6Ojs7e3p6dnZ2BgYGCgsLg4CCTyZSWlr5z546srGxZWVlCQkJhYWFVVZWsrOz+/r6/v7+Ojs6dO3fU1NSWl5d1dHQEAsHk5KSWlparq6urq6usrGxnZ6eBgQHmUhsaGrCRn52dxeFwBwcHycnJWlpaJBIpMzNzfX1dS0vLwsICyiHYNNfV1d3e3h4dHZWWlrayspKTkystLX306BGUcF6/fq2kpEQkEh0dHQ8PD9PT0zU1NQ0MDJKSkn5UbvQzutSJiQnR0gePxxN1iFtbW4uLi0dHR7B8YfkCm82GtBowPz+/vLwM71dWVjDRA0AgEExMTLynnBA9L4/Hm5ubGx8fx+i898Bms3k8XnR09ODgIHZwe3t7amqKyWQymUwIcBBCU1NToNRBCB0dHWFinf39fciFuVwulMgPDg6wT/f29sD+tre3hUKhUCiEAOrw8BC+AKGcaJc4HI6oZAQr1DKZTMwCdnZ2RBOHjY0NYBugZRjn/f39nZ2d3d1dLLSfnZ2FAITH48G1YPIjDNB5UYp5ZWUF49rgKrA+YIMMjXC5XGy44EIw7hvD0tISxLmrq6uiCzW8Pzg4mJqaOjw8/NE1HL4A58Lagb9ra2t7e3vYtaysrGB3fHt7G0Zge3sb7JjFYr179+74+HhjY2Nvbw8rzmxubopWljc2NgYGBsrKylZXVyHRPjg4+CH5zmKxMLNcWFhgs9mQdWLyKajCHx0dTU1NHR0dcbnc4+NjLB/c29uDUVpdXRUIBNioAg4PD5lMJjYax8fHcC92dnZgmqyvr4OICq4dLGdpaQnjLnd3d9fW1rBrPD4+xnJwgUAwPj7+Q+XJ5uYmk8kUNcKFhYWlpSX0d1UW5g6w3nI4HLjYnZ0d0Vrr4uIisC5CoTA8PBxL/ra2tkTPu7W1tbm5mZeXt7Cw0NTUpKKiIhAI4ESiYzUxMYENBYfDmZubEwqFfD4fcyCLi4sws6amprhcLp/PPzw8xIyWz+eDfe7s7HA4HA6Hg13IeyO/vr4O9xTrP2B8fBzrjOg0f68/wORi4w9EKGB5efk9VYYoPuhSX758KSp7rKqqgmLRvx0jIyNhYWFRUVGiY3F8fPwhh/svwuDg4HvCkePj46ampvfWBoFAUFZW9iHx7HtoaWnBksRfipGRkfv374ua+PLyckxMTEREBFb8/Qfw9u3bHyp+3kNtbe3y8nJdXd2HJD79/f1RUVGBgYH+/v7+/v6iy+2Poqio6JdKU38CS0tLenp6RkZGeDxedGqVlpYGBwdnZmb+86rhioqKn+1wW1vbz6pKl5eXgXgB0Gg0UR/B5XLj4uL8/f0xYuc3xtHR0U/PMqFQCIodEolUV1f3m3XsPwofdKmWlpYfffQRZIhCofCPf/zj+fPnf/v+paSkAJEBGBwclJCQSExMjI2NPXv27D+gTP61kJGRIaq7RAi1tbV99NFHIB0Thbi4OJvN/unWfHx8NjY2urq6Ojo6/rH+EInEiIgILPzs6en5/vvvIyIiEhISLl26VFxc/EsbDAoKmpiYGB4e/lkvr6qq2tLSoqmp2dPT86NfCAwMlJKSys7OzsrKevz4sWht+kfx/PnzX12nbWxsDNQTQuj4+NjExASPx6emplpaWuJwuPfC/F+KmpqaD2lgt7a2PDw8EEK2trZYkeBDoNPpoFKATp4/fx5rlsfj4fF4T0/P9PR0MTExIPf/M7G8vAw53/+f+KBL9fLy+vLLLyEy7ezsPH/+vJ6eHkKoq6srICAgNjZ2Z2eHy+UWFBRkZmZSKBTIRFpaWvz9/ePj4yG36u/vp1AoT58+raqqWl9fz8/PT0xMTElJGRwcpFAoWKW+qKjIy8sLJJmNjY2FhYX+/v6lpaVsNvvChQtqampYphYbGwsMN0Kovr7+1atX1dXVsPjX1NSMjIxMTk6WlZUFBwdjUtasrCw2m726uhoUFBQQELCzs1NZWQmlkt7eXtDiAN8E2NvbS0xMBG4eITQwMFBYWBgVFRUbGwt5RFpaWnBwsKen53u1fnt7e3Nzc6zi2dPT4+vrm5mZqaqqyufzt7e3Q0NDqVQqxGiFhYXZ2dlQeRwbG/viiy+ioqLevHkDXqmmpsbLywsGf3R0FCqhUVFRonkch8MJDw/38/ObnZ2dmpo6c+YMhULBuAhFRUUQYEALMTExCKHd3d2oqCgKhQJZTHV1dWFhIYVCefHiBUJIKBQ+fPjQ29u7v79/fn4eyv29vb1QrKDT6d7e3rm5uQihjY2N6Ohof39/GHkSidTZ2WltbZ2UlAT3lM1mZ2RkYP49ICAAk8EBaDRafn6+j48PVFoODg5iYmKio6OfPXs2Pz/f1NS0vLxcX18P3YN4B4Sc3t7ecO8ODg4SExN9fHxgWa2urs7JyYFqg+jx/f39sLCwuLg4MzMzLM2qrq4WExPDOhMYGMhkMl++fJmbm5uXl3dwcBAdHU2hUEC6UFxcnJub6+PjA6vd1tYW1FVEM8H6+vrFxcXGxsaioiIKhfL8+XPso5SUlM8//7y5uTkyMtLZ2TkoKAj0ntCyl5eXqF6lqakJK20dHx9LSUlhJAyLxfrmm2/gPZvN/ldsHjnBr4IPulRHR0c7Ozso2oaEhIC6mMPhkMnk9vZ2kFW+e/fuk08+efjwYVRUFB6PX1lZIZPJHR0dbm5u3t7ebDZbWlq6qKjIwcHh2rVrU1NTH3/8cV5enrq6upycXElJyZUrV2ZnZ/Pz842NjRkMho6OTldXl7Ozs4SEBI1GExMTa2lpAYU2xj8uLy8rKCgoKSnZ2dlB9GRiYgLmBRWh2trazz77LDIy8ty5c3Nzc8vLy8CaEwiE4uLi7OxsR0fHhIQE0OiYmpqmp6d3dXWJbl6Mi4sLCQlpa2uTkJBYXV3Ny8v705/+VFZWpq6unpGRkZWVBbrCy5cvY0pyhNDq6ioIU+Tl5aenpxcXFyUlJYuLi/38/M6ePcvn84lEYlRUVE5OjoKCwszMzBdffBESElJQUCAnJzcwMCAnJ9fc3BwUFBQTEwMaXhqNRiAQHj9+/OLFiz/84Q9lZWXa2tpQq0EIHR0dEYnE0NDQvLw8OTk5FouFw+EePXoEXmxra+vy5cscDkcoFNbV1TU0NIyNjQmFQnNz8+Tk5KqqKjwez+PxVFRUtLS0SktLL168OD8/Hxoa6u3t3dDQoKmpOTAwALJTcLIdHR0yMjI0Gk1JSYlOp0dGRqalpb169ermzZt8Pt/Y2Lizs9PGxiYtLQ2EtE+ePCEQCNjgxMTESElJ3bt37969ew8ePDg8PLxw4YKDg0NBQcGVK1d4PJ6/v7+1tXVZWdmnn37a1NRkZmbW3Nysqampp6dXUlJy6dKlpaWlwMBACoVSX1+vpqY2NzdHoVACAwPh35WVldu3bysoKDAYDNHjCwsLDg4OHh4e5eXlX3zxRWFhIfTHy8sLK29iUFdXv3nzZn19vaWlpb+/f0FBgYyMzOTk5JkzZzw9PUtKSkAha2VlFR0dTaPRKBQKxufo6urW19cTiUQNDQ0YT6xY1NDQIC4uPj8/HxQUJCYmRqPRZGRkXr16VVJSgpk9pgD7CZcqFAodHR0lJSVNTU1Fd/qe4D8NH3Spd+7cycrKsra2Hh0dtbKyAqW6UCh89uxZXFzc3bt3wcOCjoTH4+FwuP39/dzc3Li4OHNzcycnp7q6Omtra4TQysoKgUAYGhoCvVFERARsKjU1NW1uboaK/L179wwMDBITEykUCoRXbm5uNBotPDxcNJUGrrCrqysxMfHixYulpaV+fn7wfQ8Pj9LS0oqKCpA3UqnUzMzM7Ozs2NjYsbGxr7/+OjQ0NDQ0FLT0KioqIFv54Q68/v7+uLi4mJiYv/71r9PT03l5eSBmLi4udnFxMTExAXr+4cOHcByQlZX1zTffhIeHf/nll2lpaeXl5SBO4vP5t2/fZjAYmLzD2dk5KioKK03a29uXlJSYm5uz2eyYmJi0tDQHBweIy+bm5nR1dfPy8mBhq6ysNDU1hV8NDQ1hc8/FxaWgoODu3bsYDbK5uXnx4sX9/X2hUEilUm1sbG7cuDE3N3f69OmQkJDQ0NAbN26wWCwYf7gRFRUVkpKSnp6eISEhSkpKNTU1Dg4OTCYzNzc3MjLSxcUFuwscDqetrS0+Pj4iIuLChQtcLtfU1LSzs9PY2HhsbMzAwGB4eNja2hoiX0B0dDQOh8vIyEhNTc3JyTk6OlJWVgaCX11dfWRkRE1NDXhYOzu7hoYGBweHtrY22DuEEDIyMqqurhYXF/f29obuPX36VEJCgkKhhISEKCgo0Ol0MpkMEv1vv/0WjuNwuNzcXDweD32wsbHBdjpSqVRRjcTY2Nj6+jqJRGpvb+dyudhGRn9//5CQEAMDAyhTUCiUzMzMrKwsMpkcGRkp+uALc3NzBoNhaWkJYn5TU1Ns79z8/Dyste7u7qBKvHfvXlpaGplMxswe2yTCYDBUVFSwZqWkpDCKFqIK0EJoamoaGhr+6nusT/Cr4Ke4VEh51NXVg4ODR0ZGdHV1X7x4oaGhwWQyMzMzTU1NuVwuWMDq6iqRSMzIyCASiZOTkwkJCS4uLn19fcAVTE1N4fH4oaEhEJ3ABgmEkJGRUXt7u4GBwYMHD6ampkpKSkZGRtzd3cFFOjk5lZeX+/n5iT5iw8PDA7ZsIYTS0tJsbW29vb1BfUUikWg0Wnl5OXi6gYEBAwMDMpk8Pz/f19d3+fJlJpM5PDwMWhBXV1dTU1NXV9f3huPw8FBZWbmsrGx2dlZGRmZxcTE3Nxek7E+fPqVQKI6OjuDvwsLCRKelpqZmZGRkVlbWgwcPNDQ0ampqQPy4ubkpIyPT09MDqliEEJlMzsjI0NLSAhqBRCK9evWKRCLt7e2BS/Xx8YHcsKury9DQsLi4GDTzhYWF2LY/2HgG742MjJ4/f25hYYFtGTw+PlZWVoYrRQg1NzdfuHBhYWHh/Pnzvb29ExMTGRkZPB4P26JqbGxcU1MjIyNTVVU1NTWVnZ29tLRkaGg4PT2dm5sbERHh5eUFW1Tb29tBJNfa2spisSQlJQ8PDyFKNTIympycLCgogEfViD5nxN/fX/RJIgghZWVlSJzV1dWnp6f19PQgrDM1NW1sbLS3t29tbcWe12NoaPjy5UspKamamhro3tjY2LVr1xoaGqamprKyslZXV/X19fv6+oRC4cWLF7HjMzMzKioqUA/Q19fHgrv29vZz584B37e7u/vdd99NTk5aWFi0trbu7OzcvHkTvJWNjU1ycjKBQIBqvqWlZUFBQVdX19TUVHl5+ffff4+FkGZmZgwGw8bGBnh/Y2NjbEUBSTn6uzwZIUSlUrOyskxMTO7fvw9mjxHoY2NjZ8+ehQrnzMzMuXPnMBa+rq4O9m4hhNhs9rfffvuh50uc4N+LD7pUY2PjR48e7ezsfPTRR42NjUNDQyoqKm1tbYqKiklJSWZmZuLi4r29vaBPXllZUVdXB3FlUlKSoaHhjRs39vb2HB0dXVxctLW1cTjc6OgoKJZhRyZCSFdX9/Xr162trYqKisHBwYaGhmtra/b29mD6NjY2xcXFSUlJt2/fxiRK/f39165ds7GxcXJykpGRGR4eptFoUlJSQUFBX3/9dW1tbWlpKYTGCCEpKSkI5Q4ODqysrFxdXR0dHSFAbmlpwZ71UF1dHRISAj85OjqCjf8JCQnfffddfn5+bm6unZ0dQigzM9PV1bWvr09GRsbX1/e7777DuNTu7m6sqoAQEhMTa2hosLCwcHFxIZPJ586dg0cKkMlkZ2dnU1NTmMbGxsZOTk5GRkaHh4daWloxMTGhoaGxsbHT09NycnLe3t5ycnJNTU3FxcVQB8vLyzMxMcHOQqVSSSSSq6sriUQ6ODjQ1NSEkBMwMTFx69Yta2tr2JGlpKR0fHwcEBBgZmbm6+vr5eV1fHysra0N1XwCgdDS0vLs2TM8Hh8YGGhlZcXlci0tLb28vGA72eTkpIyMjKenp5SU1KtXr4hEYlxcXERExKlTp169emVsbNzW1qanp/f27Vs+n//73/9edJMMQgjiWU9PT9jH0t/fDztEEULy8vLz8/MQnVEolD//+c8dHR137txpamoyNDQEqS8ej+/s7MzOzoanOtjY2PD5/KSkJF1d3cDAQDs7Oz6fr66u3tnZiRCKj4+H47a2tgcHB48fP759+zaFQvniiy9E1+bg4GBpaWkHBwc5OTkgmrW0tGAnS2hoqK6urru7O6iSr169SiAQ3NzcQIzs5uZmYWERGRlJJBIxeZmhoWFDQ4OZmRkst3p6elVVVfDR+vr6t99+29TU5OvrGxcXhxDy8vJ6+PBhZ2cnmL2BgYEoLevh4SElJeXg4CAuLg7RQ21trb+/PzzUQkdHx9XVFYfDQaXLysrqZ2t9J/iN8UGXOjY2Biq2zs5OEBJCLWJwcLCqqmp3d/fNmzcLCwvwOD6BQNDf34/+XvDZ29vr6OhYWlrq6OhobW199uyZlpbW/v4+6Eanp6fBDkZGRsAomUxmSUkJqDLHx8dBpchisdbW1vh8fl1dnagyaXd3t7KysqKiAlPttba20un0mZkZ2B+CKWdZLJZo4fjFixeY+mRtbU1KSgrixObmZlFWlM/nV1RUDA0Nrays9PX1ra+vQzCysrIC5dfx8fHKysrJyUlMUDI/Py+6U2tkZGRpaen4+LiioqK/v5/FYkHUw2AwoHCxu7t7+/bt5ubmyspKUPDMzc01NzfPzs5i+xdLSkrA6SwvL8ObtbW198rKr1+/rqqqgsYHBwffk0Py+fyqqqqamprDw8OFhQX4WmNjI7bRaHh4GIKgkZERGMzu7u6ysjIY7dXVVQaDMT8/DxN+aWmppKQExMJsNptGo01PT09PT4+MjLBYLA6HMzo6CnVzeXl5MAYMy8vLL168KP475ufnx8bG4CwDAwP7+/sDAwPNzc2dnZ0aGhqvX79mMpk7OztjY2NwRcPDwyAk7OrqKi8vx+Lf9vb2iooKuImDg4NYDbOjowM7Dl+rq6ubnJx8b0f20NBQSUkJNqTYaCCEWlpaKioqDg8Pj46OVFVVGxsby8vLsdognU4vKysTVd2OjY2x2ezx8XFoYXR0VFTM++bNm9HR0fn5eZBwTU1Ngf2zWCzM7EXx5s2bkpISzIzn5uZgtQATKi4uBmM7Pj5mMBj/pFbhBL86/oWPoOZwOFpaWhEREXp6ev+AiOdfh6mpKRUVFazwCq7ht+zAxsbGrVu3fssz/jY4PDy8c+cO7E/9RUhOTjY0NAwJCbGwsPifPy7zNwCPx5OVlT1xWyf4n+Nf+1R/LpdbV1f3K8q2fxVsbGyI5si/PQ4PD8fHx//fKy8cHBw0Njb+Yz7x7du3/y4F+09AKBQymUxMmnaCE/ws3nepCXFx/77OnOAEJzjB/248yfzvfQgV7AAAAD1JREFU9Pe/Xaqttc3D5OTkxMST18nr5HXyOnn9otfD5GQne4f/y6We4AQnOMEJ/nmcuNQTnOAEJ/jV8H8A2VhSEbhyXC4AAAAASUVORK5CYII=)
Source:usda.gov