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waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/140.Summer_Tanager/Summer_Tanager_0120_140060.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 8192, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/140.Summer_Tanager/Summer_Tanager_0120_140060.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/140.Summer_Tanager/Summer_Tanager_0120_140060.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/014.Indigo_Bunting/Indigo_Bunting_0001_12469.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 732, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/014.Indigo_Bunting/Indigo_Bunting_0001_12469.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/014.Indigo_Bunting/Indigo_Bunting_0001_12469.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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uSQmtbo21voYvs6RHMbgswyMA+1aNvK6zpIsjK5PUjqPT2rlmtXkkULHsLfdx2regRbFYlWQtM52gnIGP8awqvlVkUkaNtMb2SYyF89MHoMdzXLXuvypG+nsnAchpOuRntW/bSzw3DpOoxzhgMc/1rldXtjaXIywcygtyMMK2wtVxk49xTinqasSBVTyp1ZdpYIG/manguVSyQqhkkL4Abv8AjWNFBFCkZM6sJF52feHtTra0vTMY0DGOMkguPug10TVtxJnQyeJPLZ/PwJFO3YOlbGlzSXlhLPKnl5B2c9a5NrLzIwZVUSctGwPBNbVkptLOSJm3hY95cHkHHNT7RwSUWFru7OM8QQSwavKpYsSM5BorG1FpJr+ZhOGG7gseTRXaqmhz8rPRrlrGW1K4CsqhQAg+Vs8+5rOvo457R3VgHDqChPPv16VqaxBYpHdARKZHbKleNoB4/WqEVrbXFo+/5ZMZUKK8zn947raGvp15FJd3GOC6JgH+LGK6q0v4IUkhLbJByF+vpXDzJ9jtrS4hw23/AJaA5z9a0ZNWVzHsYSYIVgw/h4/rWU6klPQdk0dfLdRxYRi2ZAF+XGRTnlyPlhAK8cHtWQ43RmcynY21xkjFWY7llgRpDhuc56n0796qnX99+8J07K1ixbXeZZN/XpjNXXKxKWZxgd651/LWT5QJCjAHjpmi51BUXfNLttY+VHTf7VvCvZ6smcOyNZ2e5ZeAsJ6Lu5b3OO1MeSWJHaNEES4z8v8AKqcWoW9zGHiLfNkKAMYqVjIbNgeFOMHHHXrRWrRlH3WSk1uXYpHlkdHAAABBHSphGCBk1C0aRIAvDAAHHeo95xwTVYFuVNsiq1cslMA4qMg/3ajLSAZBOKXzJM9fyrtT8zMCpJ6GkKtR5r96TzSe1VqGg0qfWmMQvJbqeKJLgKSCoAxnJqjPNIVaRI8wr39amVVR3KjDmHNer5gVcFT0bPf0rM1a5DSKojJPTrVR3BckRnD5wuOn0NWEtkuIU3xSK7cKVboR3NcNTF6anTChqU1B2KDE7IBuYF8ZrX0i6jaHeV2IONoOaZb2X7+UGVEXB3KeuMgVa+zW28IQCVOcRuQvB/WuJ43lmorU19imrlhrcyEiIMwz0PpVPUbWZXikViRGd3PfPWtRJ4xbH5TtLcbTgGqryPMVJG4g8qOaxrYp82j06mlOloN0/wAu4nkkj6AbUbqc96tW1sGbLEFwefm/WqFzus5o54oSsanEqKchucbvbFbVqyCMBApDAswU1nWm1BS7lRWoy8s/PtDaEMBKNuQucE9/rT106K2tI4Yc4iAGcc8VOkhlkJkU/IPlBIxzT42lIEZVue45/OuRYypTmmmOVNNO5SG6NfvDdnp3A9aRLva4DL93gYJFWpFK+ZhQWHGAc/jWa4JLZBz16V9BQdOurtHDPmhsT3M/mxbXC7kwBzVHpxTsg89SaSu6jTjSjyxOacnJ3Y0k0dqXFLgD3ra5NhlLtOM4NO3Y6LikJJ6k0JhYZRinbaTafQ07hYyZ9LWfVzdSKrII9oyec/SuS1/R5EuEWOJBvlwjAkk/WvQ9hz0NRS28cgBkjDBTkZHSs2kUtDhpNCvI7HdcDzliGIlRuhPfHeufLS3WprFs2uWwzAcg+tdrq09xfl7WDdbQwnG5lP7x8cL7VVs9FvI7e3l+z/6TLLuDYOUAHf61DjFaIFc5W7sWt5kjBkZ2yWyKnWScQC2ypGclSMYrQ1PdPfSS2shM23EidSCOoq9dPb3NhDDNGiStHmKQ8OrDoCPeuTEN82xoo6D9DlSCF2lKx7um08nFSatqTwtbSp8xYZ2ke/UmsW5t7vT4457tBsdf3eBkZ71tWGiarcwJdSIjCSMlQf4R2AFZQw/v8zL59LGho+p+Y4hkjAZ+RjrTfEEsokFtaWwaadDvmPZR2qO68JXkbQ3NhIVlCjcC3cCtZYZrrRUuSE85oSrFjtwen8676Wis2ZSV9ThtStHS0JRIwN4/1RzuGPWuavboSoiKhTZwzZPzVu3trqdvcC1kVNpGAVGQQe9Y81n5M4jIO4j5h6VEowix3YWspKn5ipA4zzmr0Wq3gUIsgY4xgqO9STaVbxwW8iMTvBD9sVWhjMEgkiXccfKSM1g5Reo9TXe0jhsIrk3DGYnDxDt6Vs6VcS38K2ipsRUOMtj8ao2kiXtskLYjlQFstxnmtKxlSzvFi27Bu+djzniuKUnt1NYpFldMjiVZRLjb1bdzTolEyq+QUUk4PUf/AF6o6jcRoFheWVuWdGTpUtqzfKY5NynGd/X3qWn1GXjPGttJcLl1iG7LDsK4PUby41e9e5MTIr8KMZwPauwvpFa0ltW5t5FyCOD71hWaPbwm5A3KuQin+ta0rRu0RK7MJEeK5VS+dozmu90fUreW2ZJNvmhdpZj96uQ837DJIzxeZuHyDtzWtYvb2thFdySKsksmwxuOnv8AQV0SbkiYmpqS/vYFSUOFUgRgYx+NU7S6m02OSW7UzQNlXXp9DVizv45J50A84gkJ/dqO8geW2nRmJgADF8Y/SpS6MbOZuJdOmmZ0iQA+rUVk3VnCtw227UDsCKK6klYg9X1u2Mmnq0u1ZhbrM3IG4kk8Y6VQ0q9EsSqxVnXKgY5FbviaSOS88uNYZYlhRQyc8BcZPvxXLTxrbok0LGKR9yjK4BA7/WvPjKKSZ0NPU0JvL/s2W2jdCpO7BHLHsap2pVoMS5aXJxt6ZGOPxqCNpX3NvBY/Lx16961NBt43kaNhwe27GfWuevUSTaLhHU0IJwWitzwiAAsR/WnXt8INQYiQuv3UyOAetTQWcCXZZBmIsUyxzsPv7VRnlETvAzgPk4U8nr6Vz0prmbRpqWku8ETEOwGUUxnknqDUEwllvlS6ZFjZgUV8YKkYJ+tJp9tEk8ayA4jTfg5wSfWpTobSM8jNE4ifepDYOPSne70ZViyLBdO1KSJE2pJcB4jwQyY7f4V0mnQLLYTBIBK4XEYALADJyTXMzGZLV2kO4rOHUumDhgRgV1fhGeKLT5TucucrtHYf5NTzcqUpGM7kV3C8RaNT5pRcuRz0FYy6rB9mMzZHGQDxWhqbNb3TuuWYFwsnUEY54rmLa7Fxs+3W8ioq4DIwLD0O09R7V34WvKN4rZGDjdk0Otu8jKAME8DNa1nPLIcshCHoc9R61mWXhTS7uTzrTXWdvvGJ4wGHsRnNatlotyZ3LXqbEA27l2nH0zxVTqWldMpU7kpODg4qGWYRnkE4GTgVPewXlpGZEtWu0A+9bkZ/75PX8KpwxW2rbjaXcRlA+aJyUkU+hU812/WIuO5mqTvqjMu7ocShGUE5wx6+9aEusW0GmANbSM5Vd0qA7SM/d546VkarFJaDyXJG0n5H6n6VYYmbw1bWbrOk7SfulJyjr06e3rXFXk007nVTSasUVMd1E6Rogkc5Qk8gehpRPLbW+2Tn+FskYxnt6mtm30FFgktpGVZn+5KBkDHWpYtAW6tJFbK/PySAQFH9a8p4ilJ2k+p0WcdjIWd2ieQvz33DBI+tW1vUlth5Y2zkhflG1aqzMttJtUh4mHBPp9Ks6XIHnwiMV3cADI9/rxRXUY+8io3ejJ4mkUhWkjWSMlgpPXPb2NWUtpG/eQiMv6HI5PaobuGCdzPExbc24oANyqOKs6au24KrKWfA++eSO+PeuOdS/vI0S0KV2ssShb21ZlBwXU4XPpxVYR3sV7bWkdwGhUeYhjIye2P9oV1byQNOlsYspkg98ikbTreJopoY/liDYUDOCeuKccw5VaSM3GzMlBfRXDRXRdCGx8jAitSBTJCG8yQAnoTV/wAlZTvVQTjcu4ciqlwiIEMjgFyRkA4z/SuaWIU3tqUmth80LiXzPMJ2DhRVedY9g3ZQuPlOPzp4LrBuLHHPzf4VFCyBWdJNynjLd/pWlPFVKbvBilSjJakS2Q2sxyFHrxUTWjfeUZX1Faf/ACywULBuTnmsq51YWjsrxHYp5UdcV6OGzevKVpanPLCxtoNSMM4UyICeMFhxUz2TIQue2c1zKaiplM2Ysq/yqRlh9DWtD4illK+XGpfHHHf6V6WJzCpTa5VciGGUol9bMnAzT/sJAJP8PXNQrqU+8yOm1QOQB938KvxXPm4LRM27li2Biueec2srbj+qEEVl5jqoHXpT57SOCMEkZ/izxipolZZVIOFBz1qLXYRc2JjI/wBZgbueP/r1rPMVzx10YvYWRRt5ra63CF8spIZSMEY9akmti0TLG4RiMBsZx71m6dpkweO7gmd5JH/eEjBYDjNX7+78kgRq00mcbVONv19K3hjot2kyHRaHLZQsiCQB2BDFsYyw71geKddtNPtJrOISveyDaqDK4B75roYz50YkQ/KeAfWs670iK/uxJcRoUQbRkcnvnPY11xqJ6p3MpRtoeRLZ6lFN+7hkWROu3gjPvW9babHfWNpfNPGJZLhdwJJb3Fdv4gsbaPTrq8aNBJHCdrdOTxXnmnRG0UXivJJbxLlsLwG9Pp70VG7XFsz042+n6vCiukckcD42YGAwrQVQoCrgAcAAdK8mivL+J4b62iKAnI2Z2tz3967jRteurmye5vbZY4VYjeD0qYT0V9xpmrqtytpplxM8iptQ4J45rkdAkh1XR7i3vLpx5s3yruOaseNdU02TSEZLoO75EYicEZ9WFcv4bv8ATrSzuZ7kb7hTmJS+Nx9CKt30aJurialZGyvJWtruXdbyCNc+lV3hvPOMjuCxG55GGd3pWxaXkbSR3k1ugtmYq6QnJJ7ZFZTag91d3XlIUt8k49u2awk5Su0PSweStzM4gkIDgFgRjJ9PpWpDb/6PBE8I25IGBjDVmm0u57A3e8CEBtgB647UzTdX+yBXmJmZSxCL2471jJOS0Y00maMtnNLdQxRKrRoR88Y5z6V0aWr211Z+dEkhZSCG7ntXPaDdQ3E0kQDxmTlsc5PWtg6hHeahavvYRRnYQeM//XqE7StIpGlJpy2Ol25WJJmRsuTgYBPIzWdPcwxxfaoY43jd2VU5yBiuk1SRbbRGWKDziV2onv7mvOrye7hs4YJRiJCzAqO5PNb1EnFBezNdWRYo/NX5epAaq2sor6d5cSkMF+UqfX19aqf2iGEcO3K4xkDlq1YWWXT0Ur8y56dB9a5leDuNq5gSLHHpMEpYlozj61XTWrZrcR3sQl5yPajxOVsLeKBDuffuYr0Fc6B9olQgY6ZGOK7aULx5pGUt7I6vT9YtopyYoDsOAFJ6V0huoHEqSR7lYbW7DHpXIWtl9ktXuHTcC3RRyK3dPD3enCCbIL8qxHPvUScb6DvpZnMax9mOpSCEII1AAGKK1JtAskkKSXCrIvDcZ5orRTj3IuzrXtr2CxuIbpIzPa5WcOcEAnjjofr6Gso3qSzExxKwQFW3DO3Poa2fEVwljeXYJn8+QgM8hBdxgH5hzzmuaaOZZkk8jCgb2BbB68E+9edbe52XL8IaK+cGIkb+d5+Zv+A9q1bKVhbfaQdh+9kLklc4/wAa5zVbwidVAHXLMRyPqe1acN5F9jiBRTtiYg4J9CNw7jOcfWonTckgTudJA4fR2nMjEKPMcnkkZ/Sue3T+cAZi5Zd7g9yeRjHUCtGyF02htaWqgTPFubLYAQdgfVs4HsKpXEk6CzEkMMbLFswDgnGcFvU1lSjZtFvcmluHWHzC2SQo2no31BrZsp5JIzCWVfNAZRtwQOmKxHnlCREIqyMoO7156j1xQJbhVkYTyOwIDHecjP8AIVSgUmdWLq1YLazgRnftCyr17f5NW9IeK1R5EVcsSg3PxjvjFcQJBbNbGaQyxSfvfnPzIc9N3+NbFlewQWuY5A8SIvyHiQZYnp0/EVNaDcbRIlqg8Q+ILOPf9kkO5kdAuOjdDgZriLHVfs3mSXEok2pxjP5Vq6nosesX8cMEotdmd3ykgZOSc1Xuvh7f2qySwXAnKEhkUc4AyCPXIroo1KMFZys2c7py3MUa5NMDczTuJDzFtIwCD901Z03xVew3pmlfcVI3E8kn+tZcOnxBJirB3U5OeG+uD3rKAljnZAC75zhTmu9whO5lzNM9g0zxrc/IZY1lR1wGyQUPvT9W8TaRqBT7Xpvmv/z2U7HT3DDn6Vw1lc3N3cJCkYAkjywxgcda6ZdHPlrKyboCh/eAdx2H/wBevOqTVF6nVSjObIXluru8jt7hp5IgMxh/vY64z3qW0upRCiuc+Q22JGY5UZ5FdPb2amzLSx8jAh3AbsY6+ua5W6iubaZ404QSZUNjOfU4riWI9s2jrVPlOoFwl3BFNJcGJ0+YrnOfT8K2bWRf7NMQJEjnLBh3NcLaCQuoldic4I6Z711trMNxbhZCoOBzgV5mIp8qsjVxuiC60KD7GZZJDGYlAaQ8DGeufeueTWFtfKjiTyZAxy6YbJ5wfxHFdH4m2XHhy4GTuC7l2n9SPSvLluZ7dgpt1fjnB6124GDrU25vqZc3KzsUvGkAMgCBzhT0FadtZqtsb1nlEjn5Co3YGetcrpmpxfukiaF5C2fLlyMH8eK9H0gqmnRb2BZR68E+9Z4tOiti1K6uinNI9mhmUSgnh5ccBfYVeiuy0JkiBeInHHLE+vtVo26XkZVy2wEHOab5axAhVKxkfKVHT1NeW5xktVqLmT0LKvEFVlBD9xn8xUMuMvlOEbIGOSKzrm7+wEzSurJnCBRz0zk1Rsr1ru5e5TesOSHRn56e/Sqjh5WcuglEl1W9Zi0aBtg4C7flPvn+lFnCzJtkcSJGQ2fug1U1y726cWCMFkIAVerY7ewrMPiaFbbymtwMcAN0H+NdcaM501yIuLS0OmuLmCFNzSpGACCGPf61xHiC+8ybyyyS5AbejZ4qzc6taXNvvdG84ZxgcYrCjAe5SWbdsYkDA4J9K68Lh/Z+8yJvoT2sBiwZImfnI5wPxrRtzIzq0SrHk/KcAYxRPp8ttYmV8ghvlU8kKemay4bq58wAFlKnAArdt1VdMcLLY6izupfP/fvufJOGPHStO3uwqL8rESDIJ6/l2FYdhBJMxmmcuQCWK4/M5rXR4ySgYllGBtXoP8a8+rFJmyRqqzGEHKqWOATxVhmAOGUM4HTpj3qjE+6VVO9Btzhup/D1qS5hYMXQsdykBe2a53K0tyWkM+QN5MRWNATnI6fSqwto5ACgDEnDepPrUUcU67BgmVQRkjirQUfIxUsygg7QOPxFdXtJMTikV5Wa0QqmSqtjcAPzxXNXviC4+3yxQbWhRfvAHg963NQunf5vLKH+6vQn61gX1kupllikMU6dV24P4juK9rBzlZcz0OStFNaGXcrealZSjz28lCDKXYlQvvXP2l3JHdywoieWylSDwCPQ10VpLcaSszXIUpwG7g4PQjt+NZniLUdMnuY5tOiEU8x3SKwwoPp+PrXrVfe22OLl7mRC9xJBPLFMY7aFgPKLe9Xdd1+9bT4NNiuGFqw3yRpwGaotUsUgsoriKBEYKHlVJwwIPfFdHZaJomv+GrRILpbfWC5IDPuBUY4x2PpWTtFqTHyvY4WFLJreXz/O3bfkx0DZ6Gs6IfOfTPXNdV4t0caEYbfzRL5ybn25GH9we9c3bWxwXPK1vGd43M2rOxq6Xq9xpGCioyuTgOuSvGM1c02/+z290qyRmW4GwKy/dz1rLuY0S8ii4K4BABz1pshma8/dx4IPAx6VnJXGjWiim8qK0Sc+Vuy5ByPTI9KuX76Owjt9OQFh8rMwIrLju3ayZCiEEjLA84z6+ta50hLVVvop4/KYZUS9c9ePesZPl33Y9C5ZWtnpaLPISbgHcoLcdOlWbxhBBGkCiV/9bux0B71mLJp1zEZDcSG8TozDK/Q1YurW6sYvPmkRwFxvQ5x6DFc0ld+9uaF99QuJUMUUi7io3Anv9PaqN0ftESQyA+cG25x8pFOjAaERtxKV3ZHBarVlATj7QzEnO3PcUnJr5Dsc8tnNYX6/atoiBJV0+YH2zWvp8pkcbwI0bkgUXL21uZbeWUFNu7aeoP8A9emQ3PmYKRFSACAwwAK0d5q4Ky0OR8XO6as0TMW4ye304rR0uyRLFLwgKm3kkZFc/rsry61cPJndvrotPtpbnw7viZ8xqWKjvXbUXLSijFatl21DXEhJEnPPPTn2q9p8UiX6EyFTGxXYBx61yttrcttMsZA8wfLuIzxQfEUlteNOlyZd+cg8VkqM76D5k1c27u1kurl5nddzH6UVz/8AaccgDeZNz/tUU/ZSFdHcapDEt3AWXYzExsQ5YBs+/apJMS2sEZUBoGG0EZyp6/rVG9uG8qFcn+9tIzg98exomvnglUIjlNgYtu5wR0rz3GUkjquOEL3t5deeHZ1b5D5ecEdAT6VavbGQzmHzFiG0O6jAG7HT/wCt71WU3UiNehVBZ/LXaThOOuP60t/dE5OQ7MoVwxzgjjrTbd9Ck0lY1NPu57fzJGIcSfxHjgDtn8qhuL2C4uGQpI/CfM+Cxz04prTLPFCJEJIQEqg59zxVHcDqKTrGuBkqW64x6Z59azitW+oN6mjds0Rt7jEg2oFKEZK4/pTImjZFuCJQSdr7GBB5449a05YY5vsl0yjyplA4HGe//wCqq1hbSQJeLMgeF8MmcE/e4xjocURnaNx3K+pZW/8AKUBY4gwRn/jA6fnUU8M8kRbcitJhjEp5bjsKt3KJM7JIfuNkBh2I9at2cZns0aUAFIwEfHKsM8/lVxq3iriZPYXYFgOBIhdVcSHkL6V0D3TwERDO5F2h1bIHcH+lY/lrJbL5IERwWfPUjHJqOfUPLmMsj/ucKzL6/KeK8ytT5p6A5NI5Hx9bmHVLe6soUhFzGAwUDlh1OPU1iWti2nXUU4cSORuII9e1dR442zaZEy4Ji2kunYf5NcfYxTNB57vuX7oAb5ga9vDSk8OrnO7ObOo0iIyX0UJEmxuNit8x+hNd7CpFovlq7CL7yFgCC3XnoeleeWazRXEUkjiJsBlLfNwR1wK6PT769SwklcpsVwQJPlBHODjuAc15mMpym9Gd9JpI2W1aWKeSRo9oAIUEA5/EVz97qKXhTDrGgGTGFC9+ue9Jc+IYpbSDbJCQQcnHKn1wKwY7iGWZB5M0hzyynqaWGwjb21HUqqJ1MN3A0sMSSDBDZG05b06d6jWeeO83J8koHzAtjp+NLaeGjcsszQTLKRkCR8Nj14NPuPBU5m5v4bcE8qMuzfnXesqk+pzvGxXQq6jq0WpOtvPDJE0bBgI5MqRg5z+OKzJ0WNJJTFtXPKqfyxVu58JzxOTDrEKsMbj5fDH0B9Kpf2fqkbn/AEi3lYHoWxn8D0q/7PnSXu2sTHFRe6LGgx2kpd7guN5CsCuSGJ4OfSvRNOYTAIW3oq4A6VyVhpi3Qgmkt1Qxk7wB/rAOecV1lo0DxyhQsUbINqIckc968HMHzS63OunK6sjXhVVgReemMjpig4kXHCqfug81VCN5JETLt4Iz/hT5BLENzZCqDxwDXj8mu4WMHxLZzXiZs483BGFXP3QPSue0++u4dRnOpQBIIlVGhU85A4+b15ro11MyahJEvzKpwGC5x+NZEnlC4njEaSRlmkYEBsmvWoTag6ckJRaZcuNbthBstd7lxhBLhgAOormL2Oa9le5YD5VyNq43fWtmJRBYm3EO1phwwA/LnpXPNdz3MstqnmFU4JGCSOnP48V1Yena7ghyaTLekq17fwQmP5Rljgdu38q07LRkbWNoO8W6+YFU5APpVzRbaS20yGNI4hKzSbmP3gQcZNb+lWkdkN4GJpAQzN71z4jE8jaiO3UhvoluEWBkQx4HmMeh9fxrldStorGQymFVt/uqMnggct612V4ksMJNlbi5lxjEpwpPqa4XVRqso86+eOSUNs8pekY9+wqMDeXXQjRPQLW8juAPKxGowX9/pWz50s4Y26jZIRGcLxz0BPrWLFsDPmBF4CkR8hsd8+tSG6ktgPLyY2YBepAOe3vXTOnd+6bKR0kZltLsySBpZFOHIUZAPAq5JqcZQ7ZcFSOvb3rKe4nvCrkG2C/P5ec7vc/yqbSbZkgkLR7hHhs8ndk4xXHKgpO73K5jVQRtBJOTtO3BOOQKihZLcONr7SfmwPX1qTz2jl8oMD8u1l4qjcRGSRmgkbe/ymNjwPQ4qaS5XaRL11Q29linjnULIY5OFVutUbCLTru7TTr+0uXSTgMjgMpz8vOc0+5kZM8+XKxC/K2cE1h3zLp8E8013IskA8wDzNvnHIwoyMmvZwyu0kc9R2TI9b1TSrPULzTTbXTx5KQC5ILLjuW6+tcjJYWWqTSCyu44TgbYbpgpJ7gHpWBLeXDX8txMW3u5Y7vrTJZHacPEPlc5II4Fe7GLTtc8/muy6kJgupY7lCM5QBjkfgank1d7GE2ka7ZVbJlPBX6VQeaKK9jClpUjxuVuhPUj6VZvka/vJ723shDbudwRTkL7UpJX1C/YdrOuX2sJb/a5TKI12hyoz+fes+3t2myV3fKMn0xU0hUG1LxsUGSQON3PatixW1F20s9tcx6dKcDaMsB2x60SlyrQSjzO5gvb3EMyx7STjcuPStGaK40uwgvJSS9yCy7SDhRwc9xXWRyW5sPs2mwJKrT4/fopcJ2yQODWd4p8NW2n3kcDyhZJYg7x9TGxJ4z36VManO0mW42Why2nTRvcbJTtjJ656V1dlIt9pX2bG7Yf3RPUsOv4Yrjrmz+xaiYIp/MUY+bGBzXRaRNFaRGYkvnCjnhT3qcRBWuiYLuXbWyktQwKIyyjkjoo9K00vfN0t1+Vj5e3Zj34qDUPLgVF892FzGG2g8A56fSsyUNGsscbkRxkBvfPNcVubVmmi2Nu0hFw73RbBHGM9BitK3kVFDsu7jAPTFchBfyAm2Bfa/vjjrXQS24W1G1/LdgAxJ/SpnCz1GmZhkc6/wCfNbI/mA7QDlT6VbmZGuIGVMf3wBxVGW2mjdXB3Bc7ljPenC+P2dlGRgjO7q1bp3SsSzhtZdZNXuGToXNdV4e1i3s9GnWUknAUIWwDmuOuyrXszdi5xWjYkypHEI1Kg7mx1NehVgpQSZir3di1cTWplaWJ4iSCSgHT2z3rHa2ml3zLFJ5Y6lRwK6a10CFp45FDszfMFwOK6WK3hi0+WEruE2FdSMFTWXto09inC+h5aY3U43Y/GiuouvDdoJAYr+PBGSG4IOTRW6rwaM/ZyNpo3nkVpXKxIAqYGNwHOf8A69Q/6TeyQCRMqD5e4HGQP4f61Nq2vTWGmWemSW8f2i13/vFGGKtyAfUf403wxe2N5a3NtdP5d6+Gtpd+wIwPPPv0xXncklByOtNN2NiG1nmltrVUO4sGCnjIPQ5/xqC30bUr3VTb28IaUAyMGIA9c/pWqZYtO1GKF5GbbFlGAXcCDk7iDyM9Kn8Pa3b2UU08lmxuZnfyzvILJtwOcEY61zRulcq99Sk2najYSxJLbS4WLc3IBKNzkEfjVSXTtQjhiufLKQAusb9mx1H0rq7PxBp73ckf9n3UxaHYhkIduB0HzVSsdcij0hLc2jSiCSVh2DBl24b3HBqbtO42P07T9Tks/sUlvMWiTEgTHG7DD26YNVTo+rWV1LFNaupKFVU45zgjFT2viZrO8lklhnktmCYzjeAo6A55AHrV7U/FOmahKs8NvdeciAKxIxkdOAeePyqFF2Y7mTe2+om4jSaLZNJzuYAAnHI4+lW7a3nRY45raVZQnRuMj19/Sq+seJ7e+tIlW1eJopCRtORyoBB98jNJYX7Xmn7HO9oh+7fd8wBHIxUVE4xKR0Y06eWCUW0eJGUoiEYLdvzrKuvCHiHULN7WO2+4wVyWAJIPTr6Yra0/WcLZmaFmlRzuwemOlbtn4ssDqlwAswEj5Hy8jAAOefasaE0m3LuRNvoeX+I/CfiA2EMD6XLkIBIwYFVO49yfQCuah8I67DbPO1pMIUlCM3GAa99fxbo9wH8xLgxPgLiPrxg96ju9d0K4svIUTIoOfkjAI/WvRjV5YNRtYzTbesTwyPT7+GXzDAxCDezDkYHWt7UbnWLw28r6axZFDq4QBAnrgce9dHqaaHLexiM3tvaqAsiIuQVxzwe5NXn1/S4dMWz2FbaIEqzQAEjtzng+p71hKXM07amyukeYXm5pWM8aCZztSNRjJ9gB716F4X8HRaTEt/qEcZvSvyxk/LF7/X+VZ2go11qWoa2Da+RDhLcL0iz3Jx97r+dYfiPxLeQ3BjmkVTGhkKtJj5jghT+efwr28PT9nBNrVnBUm6kvJHpMtxb26MWkyBzJKDgH9e1ZtymS6QTIsrHJIxkdgOfQZ615ZF8RWM/lkOqMANyk4LdM+w6mtbTPG6RahKZAfKYbAGfOc8bs9jgcnNdKjJkNpdS/d3c39oy2UU/zfeYsx+7jIGB0HTNcHrkl/pqLMt0N8jMGO7a3U8KvpjHPvWlf6zcHVbltN07zI5VI3DcdzE5LcdeABXOXFjq+qX6C6SQE/Ku8YCj0ArWFKfRESqR6s1/Dvii7L/ZpLgq5Hyt6+1eheGLp7u5UKzF8gvITjn+7XCWXgtoAkzyEyA54HT0roNINzpWoLMu5dxG87wQD0Bwa4M0y7mpOatc2wmLtU5T0uXUdkSsY3Lq38AweDUstzJPCVjk8tcHbuGS/HQ1z9lcRRWpf7aJiql26/u8nOOevNaFvqEN8qMgZSp5TpuzxnNfETouGy2Pb0YqwXEVlcyrFF9oJDlQhAI9OOaw47uW3M0htJYiw24C4wT6A84rq576S3QtGqtJgD2H684rnL/XF1CMwmQvMpADFcIADyBXThuWcW5GbbUjFu7mS4LKd4AIDKT97Har+haDbDUrQ3t6VgCmeX93jyT2UtUF3Z2yweckrbwu7AH3m/wAmoURoSonkPzEN5TdPbiuuFVKNkKUb9TrtGK3NvJHGiJAhyzhd2/n/ACav2qtJKHZyJE6Arlcf41h2WorHFtiywX5goPBBGOQPSrtveMyhyTxzgYAX6V5NaD5m0V0saE1yyhgimXB+6o5wfr3rFusEZlsJ1SRim9Fxn2IPet1rnzolLcBxjOPyqlqOtZtYbeLzHSCQFnbCkemPpVYSMNUS207GILOK33Ssg2A8tjAz7+lYlzcC51BEt49yo+7dGM4OfXpXVzw3GoabPDGnlndwN2ck9Saz7a2t7PTBDHdzmUElo/IVkPOOSOc967aDi7u+pcmUTPftOxaCTaf+eYDZx75rYsr92hlgSG4Uuoz5ibAwz2wCTzSWNwkUSoQ3nY2ozYEbLnsT3+tbIuYEtgdm5j1iOQo/3TTvrsD2MN3neWUrEQ7ZJLKcjj1xzWdb6hLDdn5JGRgMg5XB9Rn0rr0u52eNhPsCc+XuyCBWdqskc4Z/nOQxfIyAPQetbQhCWjIc2jBnuDHK7Io3NghR1x3rktXt59VvvtBWd4zwqxc7SP5V17Ri5fCStndtJKdVrU8F67p2hahf22pXKwKSNuQSpOevTrXbSgqeq3MZzPJrrRQqSRKkgfIxvX5iatWdjNZaXcZgYOeQGXNe5654h0aW0huLKSC5lW4jchYwxK5wSeOmDWwmt+HWgBN7p/3eVJXP5Hmuj20m7X2MHK3vcp8m/Z2MhJPzZyfWuv0ZI5LR7b5Qdv3ccdM81teMYNNbW9Unt5ISokBhEaYDA4zjA7HNZdhdwW81sr4b7Q2G243R9s4q6s3OOhKiV7rQEuruMwYRVjDlSOGIGSAf6VdMP2y3ZVkIYoFjBwAMc4x6V6Z4ek0GDw/Pa6he28E8x3sHxvQHoQCODisXUbTQF021+x3Y+2K5JaMfIR3yMda5XVk1ZlpJNo4Gx16Ow1Of7THJhIliUQgYOGGd2eveoPEWrWereKEvbSOZbfAGJCM9TXeasfD41BXgtrd/9FSNzHDld54LdO3eqc8nhkKY1FuDG4kEptirN229OnFdMKsVshuNzz7xRDbXmpteWSpFCFVfL6H8hV2wMdppdkl3EwUlpgOz9v6V2Ty+ELmS6Z/sqKU43xsuWx2xXHHyr/ToHMql4w0ccSqcqM54/OtPae0jZolpLVEFzqcVy5UBgi8ID1HNQSgzJIql8yFSAvrWjoY02zluzq9ozIyfIQhO09Rz710N5qPhufX0jsYhDYCOOR3VWDKwU5UcE9T19qzb5XaKFGNzlvNEccFukbiTG4lhjJrRvNTEUMdtJHudoyd2cD2qnrLIb8RxTSSwK3DFDSzxfaNQWddrokBVUHG3HrQ1FtNiVy5b3Xl2MjyruQYDMp6E1LFaR3ENywuUjXySy+bxyOQB7mufS9PnkeWwhOMg88+tXVvozbTrsfe0ZCrjdn8Kn2bi0CaZwzD9+2f7xzXQaJPDBO8jqpULgA+prMsrQSXBM0bSKCfkU4NdFoWnQSbmkcqgwQvU9a78RUio6mcFcu28lzbTxMu7YRnJHSt1beK5USIRGxB3EHlh03CopIV8oxgE8/M+eeaq3Nrekxi0UK0cOTk5zXjyn7R72NbW8zltZhuYNSkiBUhOBiiungtdIggVdWtLp7wjc7LIAPaiu6OISSVrmDgYWq+Xea9KCGyCqlic5OB6V1lppmmrZR27rHMZlG0AYPGdxHoa5iyt0W2jQ7mlk+97eh/lXTwoYZlWIRiUqWkcnBJrKvKySi9jrgr6sqSeHre0tRci5lUt90K4Kjvg/hxU0OoXJ8qyTYgGXWQgEEfT8afdyJPZM+wxleAqH8eaqTW0t1ao6yfJGC67ThlwOe9YRk2vf3BK2xZmF4t/E0SsWl5AcBc4HYqOlQTR3SRebHIpdVG9UY9D2PHan258yNSC52ruRm6nPUfWte1eLdKs8Yd2UDGcg4GPxrOc+ToO1zG84TwufMbcB5kiE/dI4GD75pEubqONxHGFjzx5g6H2q1dWkcF4kgijWIMJCpPYgAgfjnitC4tJGsZI9sccqKXRlHDfj9D+lNzSSsBlqgAR1HzZBIbHPv8AjVnTitsGkbcIvM2soBxz/hUpijQwsiMSy5bjgHjmrtsqtbSGRGLMDuyBxjjp3rOctLFa2NTT7gyWZ+VQpzgDpnHXPWn2yJHcW0jHDncPm7mq2mBU01sBtyAglmAH5dqfdzzW4zHGXBIIMeDj2ya540+Z2Q3pqWknto1AkiRwCeVPT3ps8lhJ8v8ACR2B/mK56e6uIwWBCsDxuXeR+tZl9e3dzEoORjBLZZQfwBxXoUsBKfVIwniFE1L7WtM053829V2HBRmJYY9cDj8axpNdsNV3QzJILVj80n3A3PAzkDFULkTTqPtF1HtHYhR+p5qkt1bWTORfwZZdmCBJgegBBxXqUsvo07S5rs5JYmctLWR7NY2NnB4Xgs9PeOO2xu81iWBzyTzz7DPavIPiNpC2zQXqzhi7MrKDnJ/vZrLutTE0P2JGmaMn5VyUUds89K6zw78PodQKnU7i4dzgoiN8n5nrXoQhd3b0MHNRVkjzvStNmvXYrbu6gcEKSM13Ol6Z9nlt4/sgZyu5iVz+td/b+E4NNAAVzGOMFuBV2SK1gjdILSM5bO84zWq5Y6IiTlLfoYEdmUQoUcFjk84qRNNUuXKY7jNXUndXyyrzxjGamaVChzzVppEO7M1kUHbWVqtos0AXcEYEMrEdCK03cAk+9UL+ZVjxntVStKLiSlytMX7Qgs3/AHm/92AXVtowOMH1ANZ+m+IGSXy3VjHKfn6gA9jx9aqW11cLKRF5G5GIHmOQefSse3iuU1tftgYwBhuAPGPqK+TlhoLmiz36dV6HpOt3KPp9qkN4gJUllHO4eormbSYRYjDM6jnA428/rWQpkYyQlSMSFVIY9M8VsaPBNLqDxzr/AKtSoYjkMDxXGqKo02rmt+aR0NlJLNDHA0TKUY/OCOc89D2p2pWrRSkeQ78A/MRjGeefWnWqyqJ1YqWjfarFenrVi7l81DAsTKxx8ynp7A+lec21U0NHtoUbabYR5UQDA4bpyPQCr8UZMYfcSQwG0Dp7e9c873Ed15THKRHaFPP4Z71qWc7F13oyA8ZVcVVWk7XQJm9HL8haRRsXGD2z/Sq9xECInYxpGGG9JTgYznGanjibZkyDAOcjBrMvp5WdWyrRMMMj8j6iuajByloJysy5NrCwMyJmRQN5PTg+nrUEl3AFWWMczMvJPb+tU0gglAyro6jCtGdvHpTJrRo4lDTLszk5OCD7Cu6GGhF3D2hpRMrRu6qDtG0KRUpaMRqSAjngnGSPb0rLiinQq8cqMVHG98j8MciriSMzMTKyNnICvwK29nBakuoXRJGpGAQTjACnH/1qtIgLsHK7T0B4rLRfmLSOXz3YDg/UVIZJANiMpz15BP51SaWxLlcszQ27vl1HH3cGqD6VYy3T3MsYkkkyCWAI59PSgR3EZJDDB7GkErbgsi4BGc9jS52uojOPha3Epa2uJYD2C9BVa68NOUIMyyt2csVYfzrd3BBuxnJ52npSSXMCr0JPcZqvaSE7dTjpNK1KxdXWRyg7tnA/EZH6VQmW4bV7COdbdkMu4NGykn2OP6gV3L3FuQdnD9zk8VzWr3hgcSBbWQg5HnxbT+ddFKq27WIaitSnrd1pb67epeefC4faJFTepA6dCDiq7R2gQS6fqAkC/wDPKUo//fLdfwNWX8WW8x8vVNOR1I+8MOAKpSWfhvU2zBN9mJ6ANjn6Gt4q3xJr8SHJdAj1y6iIWPU2EoOClwvH5iui03WtWlUBrS2ul7iGQFvyriLnwxcLI/2S4S6Uc4Q81lPFqOnyB2jmiIP3sEYrV0adT4WiVUa3R6bq2taSbS4ivdP2TeW2Fmt9rbscc1R0fwnpt/odrN9okjuXUs3ltx16e1cJN4h1S4tntpb2WSJ8ZVzu6fWtnSvGL2EaxSWcTqoA3ISjfmODUyw1SELQ3KVWLlqjZ1Hwlf2kcv2fUZHiIGUbOSOwqGys9Ws/td2kbXF2ki25G0MNu3NWk8f2Rx8s6+qyBX/UYqxpPirShDcebdBZZpzKQyEfhWd66T5kWuToypHrkdnttrux8w7fmZ1KnP4jmtTTLTS7qIn7VbFnyQm/G3PatBb/AEvUU2+fBKPQkHFUb3SNKMe5YUXJzuA61i5RejTRVjJ1Hw5HbylxGrxE8HBP/jwrCaymgvD9it9+YywDNnHPWumigSBgYLoqTwAsnGPoadFZKLkvJMqZXbgjgc9cirjWcfMzdNXOCtre4SebdGVck9OME11WkaRl40aYBWbbhevT/Gq0txYw6uYZZ1EcUu4tnOT/AIVsRXtu1vHPYuCCzEueOc1WIqTlHRbmcIoH+9JGy/KB1H9a27azghtYrvcQUjJJz1AGMVi3DlrcTv5ahj5WFPUjnNZ+o+Jbm3hMMcJEO0oN3J+tcLozqWUTZtRRdvtQ0Z5lM8Xmy7BubfjnniivPpIbm5cyqGwfeivWhg4qKXMcrqNs6CxH+jqWuWjdtzLhAcn6nnmtMJdTW25TGNq7umCR68dqqaZbpJFDNLnG35VU4+UD3757VaxKh8tHCjGwsVzwex/Gsqkrs6RkEsxOXRWbHAK4BH1qW2YmErK4x3CjGAe1Rlp4FV1I44DdsDrircRlgj+7xKCrkgHIPv8A1rCTsUhsVo8W9Y7r/UgsmDlWwc4/z3q9bmOS9giIkhMh4aQbSR6Dt61FBZj7YEtlVnXkYHXHJJHepWljnuPLnVAoYDAHHWs5u+4LY09VjVRbxyOHK/uzk7lKfw/4fhVaGMxQS+Wp2AEKofAA9x360zULaJ7hUj2NggEAFVOPb8OtSweWsLIjGMsSCFzxx0qYpWsOwRsY7KKCYuMvvAyADxipbeMizuCBGfugqGOce3PPamRxBxHIGd1A2gsc49au2g8tZIXUlZCDkLnGBwKiadikLbWKNE8ki/Ky7ge3XnvVgwKZGUt8vTauOPzq0kX7nYRuIG0KARjjNRTK5+eOJwpY8KvYnvWcG7ie5A+k2r8scL1AMamqcmh2LPwiv3xt5/lWjiYk/upsjr8owaiK3ByvlTKf7wrdOa2ZDimZ76NpO3bLYQy+rKoBH44qlLo1jErvBbiNQvGMHHv05+lbNzb3gjMm1zjplgK5bULm9FwVUD7/AFB7+hraE6nchwiaVlqp0eQLBaWk2cZWRMBvfA6H3rqtM8XadMuyaNLPaf4clM+3GR+RrhYLWV3CugZpRnC/Mf8A61JOtxmSExBAhPyg8n8R2rphiqsNLkOjBnqH22xugEhvIXbqFEgz+Wc/pWdc2ch+ZUk477TzXnBsnifckGX7tKRszj61HDeX1sxId4yMljG5AHtweK7IY2+6MZYfszvXgbecA+9QzB1TZjJ9Mc1q+DdbGr6c0E5Vrm36sTu3L659q6GS1hkHMag+oFd0Z8yuc1jzySGTG5xiub1u/EAZT1A4zXpN/ZKgk2qd397HSvIfG58gqM4bJBINdNNmU12LFrbXU6LNFaySK/JKEDFNLQm7RWDjYDkBsHPeofDsxutJgzIX8slCAxBB7fpiul1G2We2BM8QYjgAN8nqc4r5/FvlrO56mHl7qRW0qwN3FExmZTKSHB6MByBiu9eCCCdMxrHth8tgF5Pfr+VcvpkFtbqkiTt5qx4ZiflJ9q6UuoggkhuVcfxknPI7189jJylLTY9CK0KkliyyrcROEUKcIDjI+lW7e4SAeYFckjBjAwefSo57hIYePvuCfMI4P0qtHcRttVpGJIJYrGfz61nCk6iTkS5qOiHS2sKo9xHIyyNx8w3HOfpVOO+itWaOZXZlJOA3HNTtKwtfME+5c7N3l9P1/WqMrRSNlmc56naK6qdNWs9jCdRLZlttfja0lVoQMEFFH+f0qj/aIY5VD7qWyKge0s3Jy0wPqpxULWUSnKX9yPZlQ1tCjTWxk6jfU1oNTKnYEVR6LzmrH9oWz5BI+hXFYYjdQCtxk+pjH+NTLIAuJHZ/xAFOVNdGNVEiSdgZWMLBFxnOcZP0qmXlLHdJ+Jqy72558ok9h5hqJmiH3IV+hZj/AFp8qM203uWILq6jXdHNG2OqkjP5VbGoyk/OsZzzxWVuTj9xED/wI/1pRLjpCn5H/GjkRSkl1Nhb4HkMy8885H8qmWTcxO5mz25FYRuJeyRgf7p/xpPPmYg5H/AR/wDXpOESlVSOiRRnuue4fIp+yJ1wyhv51znn3IHDsPTgf40huLsj/Wt/3z/9elyIftYm3LYrgbJCn+8Ko3Fg+za5icHseRWeZLo/8tfzX/69Mb7V/ei59UP+NNRXRkOpFlS68MWkx3ACNvWI8flWRP4MnwWt7pP91wRXRA3Y4X7P/wB8N/jSedqCcA2/0w4rphWqR2kZ3j2OO/4R7W7Q74Uc47xPmrUd14khi8qS2nmT+7LEWrpDd6ivRYff7/8AhSG/vj1VPwZ60+suXxJC5ktjmjtn+W+0Bge7wqUP+FKdE0ydf3X9oW7eksG4fmK6E6jeDqin8W/wpDqdxjmH/wAfb/Cj6xJbfmPnOc/4RGeUZt5kcf7WV/mKa3g3VlOQkZH/AF1H+NdIdTm6eQ34MT/SmHUZsZ8iT8z/AIUfWq3kLmj2OaPhjVoyCIhn1Vx/jViLT/EcC4iaZR6b+K2Tqjj/AJZSfr/hUTamcfdcH6n/AAo9vUlukLmtsVBba+4H2i3hl/3wAfzFTrZ6ju/48gh9VuCP0pDqTer/AJtTG1Fx0Mv60c030Qe0ZxmsLKmqzrKMSBvmGc/rXX+F7T7RpAZrmRAGI2hciuM1STzdSnfJ5bua6LRbiWDT1Qb8ZJGCa7sSm6KRMW1qzs9N0wNbG3d2aTG1GGAASck8+wqK4sUM4CF2jCFGLkEk+tULaVn0a+n+bchQDk55P6VlNdTNxtkB/wB8150acrvU0lVtZI6EaZbYGV/8ex/SiubNxcf9NP8Avs0Vfs6ncz9qzesbyaOBLddOjwVCbm/meetSfapvtBT7DEGAII5/MVbiiaKaOTYVCMDx2xTWtN0skpUl3YkkjmsXO72N1NmXJNMxQC1AUcVf+0XKWsRSIMGLApt5H/66VrRgi4XGDnpT3ic5U7gMcfWlKSfQPaMqfaruGVvJh+UfcfAzVmaS6RopCqNlF44yMe9EMOZNjRt6nB4qz9nI+ZFYkHhSOPShyW1h876iS3d1NIzPCF24GRjn19qikv7+2nYomN3OSQKsxWyW7hJw20sFLY59f/rUSxLIyuYyWYnnBA6dcVKaTBybRFHd6h5W54u53DzM9uKvWE9zL5ssqOAsRK4bILDp9Kqq5eHy+QqqCDjrninQ3LxQy25UKrkDJ9c1M9VoOL7m5Gzy/aI0YqBIvls7jkbe+O9Z09xepbXQNsu4SYQiXA/zxVuxYSfaWaYDY6sF67u2PpUV24kimfChZSGCgYAwTXMrqRU9jGa51QjAgjx3BmNQtPqx4+zQH/tuaukqBy4B9KTcnGHH866lU8jDlZk3C6oy7mt4wBz8sxqmbe+Zm22kWT/EHzXQMUbgsfYe9MXylfkDB9u9Uq3kHKzOt0u4I9ptLdSep8wjP6UwmbcytbpuPBYPwRWq7xFfu8Dv1qsY0IIRAT2GScUvaX1sXGPcz9t1jaBAcZPGTilGnXSSmR0AJGQobuffHWtbzIgRhApXoM9DT2kDJjeFGe/rVe2tshPQk8JuNH1SKSVoYgflcbJCWB689P0r1SvG5Zi1ymzewxjjtXrOlzm50u1mYEFoxnPXjj+le1g6jnTVzkmrSJLq2S5iZSOSOteN/EjT/JtxjHXkdx9a9rrz/wCJemxy6f57PtyOmM5/Gu+nKzszOa0ujx/wtMVuZbUvgONyj/aH/wBb+Vei2cn2m33MWwe1eTW1ybTVEljONr9fbNejW2pol0U3/ewcEevTFeZmdG8eeJrSetjWvLiWxvLe78/FtxE8WOMdcnPQZrphMtxKyxOomVN0YUZR4x1x789PxrjLw/brSSBgCezY5U1HpessERJDturVgjKXwzjpwfT/ABxXjexVSF+qPRpTduVnRTXKyxbVQgZznJP86r/dzsaRGI6gDmiVmmt1uo+VYncFXoPp6iqZuJdvAO4DpisuTl0M5RlfUneN3VV86QKowoIXj9KYIG/57P8Akv8AhULXUuN2MADkU37YQ/yk7sZIBqk2tiOQle1lPCyTfXeo/pUTWd0fuySj/tuP/iaPt5GeP1pj6nIu5gmduMjH9KtSn0QuREbWN/k4mkHp/pH/ANjTRZanni7P084/4UTa/wCTh3SNCARjGeaz73xiloFOYpS46RFWI/Xg/Wt4QxE9FElqMdzS+w6mf+Xg49fOP+FIbDU8A/aWGP8Apt/9auZm8dzOAEVlHuoH8jVFvEqyvunMso9MY/rXRDB4l7xRDlFHYtY6ocf6cf8Avv8A+tR9g1bHGoH/AL7/APrVyB8S26sDAlxFk5Khht/nV6DxdbL8rtIQOhKgE/Wm8JiFsvyFzROgGn6uTj+0WH/Ax/hThYawOP7SYfiP8KqWnivTZGCrcBD0Afd/+qtKHXrF/wDlrvXjkNXNUjXh8UPwLXK9mVzY6wD/AMhL83H+FNNlrYzjUh+L/wD1q24biwmUlbnDE/dPXHr71OsEbKT5xx2IIOa53iJLRr8C1Tuc99j1sDnUf/Hv/rUfYtbz/wAhH8z/APWreFuApPmgdfvY4pApAwxPtgCl9ZfZB7IwjZa30Goj9P8ACgWWuDrqSfj/APqroAowxDHI9qQ5wTySPQin7efZB7NGILXWQRnUICf9wf4VKLTWO93an6x1rA9AVJ9sCjK4I2sMe1L20uyH7NGaLTVsAGa0P/AD/jTvsepj7xtG/wCAtWhuTP3CfriphIuMBf1FL2suyDkRmJa36nmO2P0LCpPJuxz9lQ/7sv8A9atDemeU/WlEqAcH/wAeFLnb6D5DO8m5bg2j/QODSGGQH57WZfwBrSaYcHd/49QLnBzu/WjmY+RFFYkBDMuOucxn/CpPItQpDTc44IiPWrS3/X5l59RTxdl848ok0KTLShszy7WfDVzFOtxGTMJmOVCHKn3rr7GwsrPRYfMeTMaZk2xng10iXLKMFEYHjrUU3kMjGS1Ug9lHX8K6KmKlUioy6AoQMaxNje2d3HbvI8bbeh+Ykc9KqT6La5IZL0c45cCn6tp1n5cbWdpJDL5gJZcgKO9byW8MpEgndd2MhhkZxSlU5VzRZSjGXQ5V/DdsWO1boj3lAorqT4bE58zEeT/dciij6y/5g9mux5Z/a953upv++jUg1a5YAG6l/M1l+eWwfJi/FqkbcSP3cQ49a9f2cV0OSzZf/tC4Jz9pkPr8xpP7TnJ4uZP++jVfy4hjO7n0UimIIxJtZCeeDuxS5Y9iuRmra3c7IZHnlYJgldx5HfJrdspbhExNIyh4t0YMm7nqOnSs6xjtYg+YTJJtICNkj9KuMTFKsSqzs3UYI/KuOo4vZF8rSuaJ+1fZ7dYppBNn51fuM9RV+W3ne8hKpI0LBS6hjnjt+oqnHcRmbylGPLI2FgcnsSa05TPamL980cMhkBc9zxg/QCuVy6C0M9oNQkMqoskSorHD9fvcf5+tUnstTMi7JiFZQDuJ5bHNX/7ennuLgtcNHbcmMmNS2OBjFc7d+MNViuRHG0QSGT5coM8evrWlOnUltYtcl9To7eDVIJETzjs4L9fm5zStaaiwkRr1trMWHtk1jDxnrDRsxk08dM/JyfpU6eL9VDMpOnnaud2wnNDoVN9DT3Xvc0Do9/3vSR9Kd/Y9yOftcmfbnNYsvjTVoWCqlk/usZOac3jnWBgLZ2hPXiE0PD1vIPc8zcXTJ0APnF/wp/2OQJyGJrEj8bavIo/4lcL88lI2FW/+Eq1d0Y/2LIc5+ZQRj9Kxlh6t/wDgjSgzRWyYY3IR6kmrC2sjMAqjGAMg1jDxHqzygHR5yAB8uf8A61WF1zU3dS2jTKWc5O4A1LoVF/w6KUYlu7sikx6FgecdqgaF8ElCMcZxxz1zTotUv5chtImkGM4Lrx75pJ727woNpJEMjhnD/wAqhxknqV7ONirNaujDcBwe3vXpfhk58P2wz93cMenNeUS6hqnzKIQyFuWMDHH5mvRfAs8kukTLKwLrLnGwrgEe9ezgLxVmzz8TBJpo6msDxdpH9saQYQdrg8N6Vv1V1EMdPmCuUO3hgMkV6d7anO1c+ZvEuiSaLqBVmDAnr0I/Cul0u++2aVAGWEhflLMoJGOnPUVF41gS4beAqTqSHG0KMf0+lYfh1yqT25YAvgrzyDV1YOtTcWSpckrndpHuiBaaCJm425OSKyPEtt9luk1CERoqbVdVbdnscmuZeS+EjBSxw2MA81Kuh67fH5bO5depzkfjzXiwwvs58zkj0VJON0tT0myvLZtIiWCVGLjfE7HOAf4W9weD6jFUoI3urbfcSiKQsck4OefWuPttM1W3tyJLloIB97bkge3Aq3Z2yFwkdxNc4GWVBx+JPSs5YW7fK7/I1lVjb3jpHW2gGWuFBHD46fj6VXkubUuQjxOp7h8kfQVn/atLiJEsUE0nooZ8fjkVVbVFgd1s7aO3ZumBl8e3pW1LK6ktzkq4unHYsSSuVJhjkIBye6gfTiqU9xL5amTUvKYjAXycn8s1B9l1++xHFDO0TMDgHGT7jv8AlT7jwdrNtiWa34xu4VgfwyMn8K9Sjl9GHxu5yzxM2vdRnS+Int5Stk91I5+888hC59kBwPxzWRe3l5ev/pEjNt6A9vpWhJbCOUiSJgy9UcFDn8RVRg5OyOAPnuASfzrtjShHYy9o3uUY7eSUnaBgdycUjxbDgsM+xq80CE7VhPmHgK5xzUWoadd6dKqXdq8BYblzyGHqD0NJxjFFRk2U9vOMUhBB54p+/kFQFI7ileQsvzHcT1JrNqNnZl6kYbHap47pkP3R9e9V80cVnzPYLG/pmplSRLqCxkcgTRswP4jP8q2ZPEN7aMP9KhIPRlgbb+eK4jr0qaC6ntm3RSFfUdj+FYTw9OWrRanJbHbr4i1WT/U7WyMHbD6+lTpdeJZgDHFPt9VjArm7LXmYhJ5jCvU7EBU/1rsNNvfNt/MhmM47+XnP4iuOpg5RV4RTNY1E9GyoLfxO69LoAcDLAYp39meJJAweSQKRzulGK2V1EBRvSVTnB3JU5vo1TcGbPoRiuJzknblRuoRfUw00TXdnN0AAP4pegqSPRtd4K3qex3irUj3d0kUFuheeWQ7D/dUdeewJ/lSWcmoBSZ0KRDrJvOCf9kH71aOlU5eay+4m8E7MF0vX8ZF8h9fmFWotI1wplrxffFTxXgCjdleR/Dyf8KuRXDsPXA7cVySm1/wxqoRZRGm6mTzegH8aeunXoYk3eRjn5TV5rryxklVJx17UG9BkIV8n1zms+ZsrkSK62E44M0h7UGykztEsu72qz9rO8BpV+mKQTSE43Kw9wRUtMOVFcWEiqCZ5PxGaVbFgB+9yfpzU5lcdSB7k8Uee69SpFGocqGCxkA4YZ9yaBYy4zvUHGOppzzSMmASD2INR75yfvkn0OKVhNIeLG4HJkwfZjg09YrkKP3jA9MZqMyzLk/J+dHnPkZKkHsBzQ43FyocTcDjzx/31RUfmjJz1+lFTyCt5nI/8IHf7QQ1qfbNH/CCX5PL24x1+arg8YR46tn/aUVYj8ZoB/rCD/u16DqYnsYqUCkPAmo7ciZM9ueoqWPwBqI5eaNM/ma1ovG0XG9kbH95OtW08Z6c5G/cD32E8/nWbrYjsa3pmFb+HL6HV4IpJVdh8446qK0bvSprWGW7d8tkAL7A/4VfTWtDlvVuVu5Y5BGY8P8y4PP17Vq/aNCurG8jGopvnh2R+YciNs9axqVJtq6G1Fxsjm0smMuFQfOTKCD29P1FW4Lf7Vpx3FZDHlNoPTJGBj3re0y1hgjk3TW13/ophiKvtO7jnn/69TWujyLpM0+FN4LpZEjVg2V6E8dT1P5VjKbvqTyHN3EBVTtjhAjbad6AFj2H4E1FdWBnmLLDaFY5AxOzknrzW7qNnJHfWybQEimVpC3yl8HnGeDVmIQw3Fw7FJGdwyggEKpXp781SqW6myi0c+kVwQMwW4B9IxUoF6pwFh244AQV0gnUqP3NseMdQamSaNYxvMcCkZ/dr/MUOV9yzmDHdAnZAv/foCrKi7OzKgkdOgrdkFo7gR3Ydv4hnIFEJtBE4lmhIzyCh/nUtoEc+63seQcouelBa6bOY3O7+LOcmtq8ht3tjsMJwQflByadHBD9nXfcxqAQML1qXYNTnGN0WA8tiwqUR3Z4NrJk+oNakpto5wrBT8pPMnXB/nV4NbtByyr3VfOzkVKWuwO5zjpdxqAbY89M5pJrLUiyhbE/NjO1cCuit5bXawVRyPmZZOR9fWtBLqAopVd4xyBKCT74FVYTv3OMk068ZGBtCCpAPAbH61peDCbfUp7YggtFnBGOh9PzqY31lA95IAczbQELcDAx2XvT9DlWXxGZE+60BzwRj25Fenl7tUscuJXu3OsoIBBB6HrRRXuHGeOfEnS8XtxcFMDPHuMf/AF68vhme1uQ6OVwehr6E8baP9utJJwQBjawLHOR0IHfjtXhGo2YhuXixhu46/wD666aLvExnozqYpJrq1+1WL7JWXDbF5/nWc9zqqL5U01xEqnO51br9azdN1GaxIVWbbnkVpxXyvIZBHGsmSS+CWP5/0qKmCjJ8w4YqUFyjke6ijLSvJMeoDSOqE+uM8/pTXubi+VUVdwLABEOB/wB8jr9a1tG8N3viS/3IPLhz+8kLfdH+Nd7Ho2jaJCIfLAOMkup8x/qx5A9hin+6paRWpK9pU1kzhrXw9DH5b3ciFmHKCQAL9Sa3I7PSNNlWSO3tijH7yFpc/wC9jH6VdnikkYiB4UQfxxEgqPQnmqF5pjXbeRNqhtw2FxEXd/r1HHtms3UlN6s1VOMdkT6fPd+Jrp49Liigs4H2vNBbiJc/Und+tdDPpaJInnwtcPj/AF4lJcfhu/WsnwvLYaBELIWkyrL99ypJz6nnpzXTpqtuXayttkzEcKnygf4j3rJys7GiRzGs6BY6po0kkt6jyINzK0bOQf7vt06815G7iAyRodsecKQTjr617pdWud25YYjKNpKvz7ZI5yOxri73wOmqQ7mhdZTz9ohRhvbPG4fdJ49jW1Kqo6MznTbdzkfDsumJqG64lVZR9zzE3c+3vWzrUb3+mzR3FxCJ+sYclYnHZgT0Psa5HWtHm0a+khuR9w4LLxyOMH0NZcr27D5Q5PuelVJ+9e4opctiGWJoZCjgZHoc0ylwWPA/KlWN2YKqkseMVnZvZFjKK1odEuDtM2I1b8anOlRxOfKnV8fxHpito4eT1ehk60EZUEUbN8749sVo+Rp6p8jhpPRmqK4a3Tcm8Fs9UHWs5j81bScaS0SZNnU1u0aMP2ZXwZVU56Fc1qbkiRRGyPuHPlN1/KucSVo2DDBwe4qzPcxzhWEQDjrinGqpXRM6TujYS6CEsofco+60rc/geDVm11ldTdLFYJBI7AAIc5NZmmPLeyeQp2gDqTn9DXR2b3ulFnFvFImMB0P3ffFYVMJSqNSRSrzp3TPQ/DOn2+n2u64kxceX5YR8cL/dBHrWR4ninkneSa9gVhxHbxE4Ue7Z/kBXNadrd0zeXPLlWbh93I+vtWpcRG8Cr5gAXklGHP5VMsNFJoarOWpFayyyxJ88blRtJB5J+laVtPdRkgFfoR0rBs7mG3vPs5cJwTlsAVpvrVnH/wAv1uWzt+XPP4Yr53E0ZRqOKR69GSlBSuXXnupABwe33RTEikVidqjnmqy61ZHcrX0C7eWBB4/EClj1mxliaRb6LI48vOD+tc/LJdPwNbI0gW2gMgI+nWlDDoYCxP3cHAFUV1G2+XF3GcjcPXFPTULaaNzHdwAKPvZx+hqOWXb8B2LoyRj7O4/4FQSSCPJfIPTNVkuIHjEgvE5AyScZqJL6N8hLiMsudy88D8qVn2DlLuTgEwy/Qn+VPVlYAiFwDjqapxXcU6lo7pGCttbDdPw70RajapL5cl0qFugPH40WfYOQtlCfmAkHtmmGPg5D+vWgXFtJEXW4yg5Ug4z+dPa6twn+sJYYG0ODjn1qNQ9mhVRQo4f86KjbUNPjZlmnk3g/wMpH86KfLLsHskcc3hp1ztW445P7on+VVn0VQP8AXsp/2o2H9K9Ci2TthJB8x6K+eO3HWpXVyA53MWXGH5/D3rZYya3OL2SPNDpKA/LdxH8cUh0eYnKyRkf71ehS2SuxLwwOD03qF/Wof7At5VPm6fErkcFXxVrGi9k2cEdKvV6cj60fYNRQA+Wx+hrvW8F27ou15Im/2JgR+tRr4FvnH7m9OdufmIOBVrFxe7/AaoyXQ4hU1GI5VJkx0xkVPHq+q254uLhf+BGulfwp4ghBKSxOB/tVXbSPEcaljYiRR7q2ar2sJdg5JIp2/jLWIvvXO7HTcoNWl8XPLKJLm2t5W7nGDVea01KEYudHlGf+mRqjLHBk+bYuh9dpFLlpy+yP30dNF4stNwZrYh8cEP0/WrsXimxyd/2lDnKnbuUfh3rhTFZlcjzVP+9UbRBSTDMfxHP6UfV6b2H7WR6jbeJtIdYlaaLcvXdHtOT75q7HqOjyRkG7KqRnGwsD7V5ItxcxgDcr/X/69SJcunzPaqPdTj+VQ8JHdM0VZ9j1iefTDbkR3MPmg4XDc4/HpVm2mtJLN8KrMBkkOOPwFeSrqEYBDfaUB64kyP1FXre8hIGzU2j9mgDfyqHhfM0VW52dzLaCdQ3lAMvAWQYJz3qR5bcFU+Teo3BAeT+NcLNGJXLrd2LeqgmPPvijF+sZazVZQepjk3cfSksP5hz+R6HY3dhuUSrHuGSp8zGPbBrVk1SwiAysRm4AYtkr7gj+teMLqd2jkttJ6bcmntrMz/Ky4PfaaawruHtEexT6xYvBldojDYG4KnPrjBOaZo94t1rjYfOyJl+9np/SvGH1SZlOGYAHAGa6nwTq/la3buYkVW+VmaY8A8E4P+eK7MLRcKlzCvJONj2KikRlkUMhDKe4pa9c4ivfRJPZyRPna42kjqPTFeC+IrEwXUnmBQFOM54+oNfQLLvUqehry7x5paqkky4IZvmTH3Se/wBK1pStIiaujyVVG7vxxxXSaJo02qXEVrGSZJWCKfr/APWrnjGY346ZyK9i+GNjlZL8g7Ej8tW4xluv6fzroqz5Y6GEYc0jrrXTYND0eCxtldsDG5CTubuTzUE9sRIstxCDGwG5jt4/BhWwYmefdhQg56YJP50l26RWskgUEDqvrXB5nXscVqsT2UySWrBon6Hb0+h7mq3mXmmfvIRFukHUn5jnvzXaLDZ6tp53WygYwFHGMehFcBqcsdtdtarLyp4DHkD2pqwEzaXcywm+jux5zElkMuSfbgdaXQvElppc8keowurNx5mc4NYOr+JprKMEGRF4Xg7ufWszTNTOqzAyZZs9SvX6im4t6gpLY7vVvEun3GBZXEaOf+epBWT6Hsa5vU1v44zeaTeqZ8EvChOfXjgZNVJfD1xZIzjZ5TNuXKgFf8ipp47ZoYy87lh33YIPqKSj3G2cvrOtahqUSJqOnWxkZcC4AK5/2sA4z+ntVH/hHp4bRbmOAXCnqA3P5V1NlJFNeSW8kPnY5y46/mK0rm38tFZ45AMcAnAFbxlyq1jNxvqcarqLMo1oEl6BEAzS2ZFypY2bJJGeirzXQX2nx2sLXdtHISBnI7H2qtoa/aHeeVXVn67z1reM29TCUEV5GEkLJMkqqBwCwqXTWtTC8eEOOzEEiptV0/zQxjkwp7Y4rkGE9ldM0ZX0IFX6EKPRmt4hs7cRrKqKp6ZAxmuSI54rZnu7mWFgWyn93Geaz0jwCzL19R0rOouayZpS91akaQM67hg/jT0gZMMx49BTo4ZFkVhgjOc5qW5Mv3twdM4GKUYxWtti3J3tcnshFLL+7dopARhv/r1treXNq4jvQ7wscF07e9UrKxhZYpY5Am/hlIzu9q6Kxs1jBiZ96HnB7VqnpqYS1dkRmzgT96v7yNhnPXNSWf7m6zFGQnYelWjsjcxHO309KazG2BeMDAGcU27ohKzuWbmFr9CssUTAHKEHB/HP9Kg/sqJnSR7FSUHASQHP1FUo/EsUz/ZzCkcnODjJb9f0xV5b4qofBUY7DbivBzGE1O6PWwlRctiKTToWlz/ZmQOcbuM5qOfSln3NHpToOgIYfpVtNWQjh2z6VP8A2h8iybzjHPNeYpTR2uUSPTtLWG32NZMCT95sEj6VFcaLbvsaKwkVg2ZCwByKvf2ohQFTyOeTUH9qFicN1Pak1UXvXGpxHvpq7IfIiKRjO+PZnP41SWw23L/ZUuIMjJwSAT+JqSTW2V9u9sCnprTtFwe1Je0sHPEhtbO4R5EVpeWBYlRnPsaZc2M8qRoDcErkAbN3FVU8TTFyAVyDjkVrWerySyJl/wCLpVS9pDVoFUixyQXL2nkjiPaNwEfP0xTW0+RT8izRkYwAuQambUpTnnnHrmrsF5JJAnzHJFc7qSW5XOjPXS7BlBu/7U87HzeWibR+dFX4nlZM+Y3X0FFL600HNE5GK7dcDziOwyOgq7Fd3TKHWdvkORtk6fgazkjttykS7x3BGSB6UTwRjckZPB4PQke9d7hFnKkzo/7U1CBBvaRl6kOM5qxD4jClYpLVHOeikgn8PWuZQ3UahRMXUDpjNTf2mkjp9ogGV6sRyT0rF0YvoaJnWReKLAYDo0Z54x/WtCLxFZSjzPtK8jGCeR/jXEKlhcxgRo6yEYUK3X86gl0tlUNDKJDgfd4I9QfpUewg/IpTkemQaxYvGii4BQdBk4qxFdwSOBld2eCvGOa8gaC/jJaJ2KqM/L/hTodTu45Nkly8YI4Jz19OKX1K+zH7W26PZWYsuY5nXBz1OM1FIUlP79d3GSCo5/CvK4PEmoRkjzZcH3rRtPE11EVMuZVDZKt9PWs3hpopTi+h2cmkaPcFvNt4nOOWC4/kaoP4R0aXds3qfRWx/OqVp4hW4vEMsACKexxj6HtWst7G7FQIy/LLG69fo39Ki9SDKUIvoZR8C2k2fLvmQH7pYBgfbiqtx8PbtUYw3VtLj+85T+ddNJPEIWmaQRqhwwddxX6+lTwalbSoN90jMFG3a24e2M80KvWWqB0ovoef3Hg/WLVMtbsSOqodx/wIrBuYngJWSMo3femK9VuNaicOInkE0WDnGWGfQ9CaztWube/sgb7T43UKcSSELn1IOc/hXTTxU7pSRnKkkro8wa5XcQFyT6HFQ/bQjYPmL7hqW/s1N462bO0QbhnHapbfQvPYebKFHHbj869RcltTmTkxouxJgM+4dyetOZt5JK7T7f4VYXSYYJcDJI75zUktpzkdx9Kzc4/ZKsymi75NoODmug0mSSwuYJQivtYHawznmsmKDy5gOSM810CW7JLGoOFODxzgYrKdb2bRcafMj1PSdesbmxScwiB+VZU5GR9P8K2IpROu6GQHPQHkf415JbSXcUY8nywRuO7ywxOB6kUx9YvYM7jCx2gjdGPQemK2jmEGzH6rI9gMhUgMq574ccfniuM8SqtyzhJPlccgdc15/ceKrnf++t7eVWPI2lc/iDTU1/THZUm0GM7uAVupic/99V1RxEXqZOhPYytQsV/tFYYhvXPzHFewfD5Vi8MBSnluZWyT37CvNmNnNcIbCCRFxh1kkJO72JJOPxrtNFub61tYYWuxHATlYzk/jyMVVbHUGknIzhhaqd7HoYBAAJ+b1xVaeAG0kQeYP4tyNg59q559cVYyhwwzztlIz+lZ2qXK39sUikkic/d2yhgv0GRWKxlJ7Nfeaexn2N2wmhswyTTLIHGS4O3A9x2+tcN4umMWp/cWaIn7wHzRn0Pt7is5tPvba4eaG9UMpOQMjIPUcE1jalZapeXguY7hBIvyjaxzj34rSOIhvcTpSMbVr13n8lreRjn5ABUFjqUKARea1vJ0ywxzW02l6q8nnSQxvgc4b9faoLmxlkfzLmzSSTPUqc/mK6IYmm9n+Rk6Uup2Hg9ftkckd+6TgIdpLggn2HrisPXrP/SpJIbiZJI+REq8tWHFoUkk3nIrxspzheD+FW7i41GWQxyu7RgYAc7qXtEnoPldi7oV5t1BWv7CaNRx5wXePxGeK7OaGw8n/R1V1YbiRITn8Ca4ewlwixsjNnqApJFaSO8e4xJ5Qb+Et1/lS9otw5XYuX89tNEYrRTGB/BnNZ0M0dpGyuuD6jtVV3n8wMQHyfugj9DU0kgnTZNHyenzVtCoiJQYy5nKco25G5I9KyWijELzDLMfarsluElJDuEP8PUUxnJiMYjLjuQuBWyqIzdNmTbhp2ZI4TjuCuAf0pXtzC+6VNq4ztzuH8q1rY/ZEYbCynnGelQXjPOD5cJXI5JodVLcn2d2Yt6oJ822jbYRj5QCufp2pltM32dlEaJnqc9fQ4NXFtJYvnDEEf3W6Vci0zzod5SP1LMTmsPrOt0jdUdLM5wNNGvDEDP3c8GtK01+6ikUsu/H3ju6/wD161JtGjjgDfIfw5NUtP09d7uyKB2J5qXWaY/ZJ7mpHqUUk6sQ3zdQR0q0L6NnKs5IxwDWM0axybcEDPaje7TthmJAI54NH1uzsyHh7kl7bwTXHmw4VgfoM+tXXuGNtGhmeUkYYn/PNUTI7QAF2I9M9KdC6sqgE8cGuXEYl1U0zalR5NC5bAE4b1q2VxEihSDVG3OZNp65xWg42rHn+9Xm2946bj0TEWehxiq0rmOPnjDfjV8hlthx371RljDW7cEHf1FdFSC5ExJ6lKV8yKwzg+1WYD+67d+ahEa4BLEnOOlTxuiRZPJBPAFc72KOVjmKXcin+8cZrZ0u5LSjjJB61z9w+NQkI6bj1rQ02RFIyBnOM5Oa7a1NOFyIux1nmjJ4+laVpLuhjB5AFc7Fcgy4XGPzrXtJl4G4Y2nj3ryatPQ3TN+3VfJXIb8KKrW0qiAZxn60VwOlJsq55/JYSJGX2uOwweKRYLlYjKjnapxgmtE3cvk7I45ep77etV5BNKCXQBgeGz0r31KT3M3GK2Kv2q4hIZlIzzxU/wDaIOd4BJ5PHT6Un9nq53MzNkfwJ+lWo9IJKgRDLcDgkj603ydgTfcalzChbgFsd6sQXgK5QPv6btv86nh05FHzyLn+7irkdiGT5JI4wBg/xc1m432RopWKE97KZZNsciAFQB7Y6+tDzM9o4e2jcYGZHxuArQFjmT55ZiG6hTg4rTsNLsI1O/T0uWxlTPIRj8O9JqyvYdzi5Hc7AqIoAwNrZq1FHcTkJENxIxhRkk/hXZNDECqR6dp6MRyU3A/1rW8MQs3iqw/dojtKC209cCmve2QbbnLy6ZrS7BcxTxrLEEjMsIXpj19PWrFtYSWybp78YUcgSDOfpXoHxNtfNawc7ujjH4ivNGsD5ikgr8390HNafVHUje5zRxT10NNr3TR5wkurlnlwrlQxGPqarjX9Msdq2mnvLIVKhpHwBz6dT+lNNmdrHDgZ9B/hUL2KiZG+boc5UUll8CnipdCYa5qMn+rihiU4G0RdPxNZ96st7H/pMkkjISQWPT9eK1fKQJ1kB4wSKgCJggkjr2Iq44OMdYon2snuzm1i8uKQEAk9MjpWjp1s926qhCp5ignbkdOtSTW67iq/dA71r+H4NsE7pKIwkqH7vseelZVqfLqbU3dmVNGj3Mu112qOpHJxUEsS8HZxtzyM0l0THIWU43DqKW7mAjyHYnGDlaqko7EyuVnVTNGQuBkc10NqVM6HPb8+K5pbgmZSHJ5H8Fai3R3LkFsLxk1x4mHM9DopOxuxkGMqp3gKw9Ky7sSmH93ICHChgQDzToJiUbCjknPze1RyMxKBF5OM47Vy0oWkaS1Rh6jBsMZAX8qy/Nc3MY759K6XUoWlEfDZx0zWTbWcjXfMOeelenGorGPI7lhWlhldkUgA5HHtXS2up75LIHAwuCO/AqBtP3aWZOjFu/U/hWZB5kdwp3H5WIAz0rinyVU/I11i7HStJ51xgHKqM4/CrQCxqjEgDHriqFqvDys2Ogz61Zu5gIk46ivNlH3kkXeyMy7kMl2+w/IT6A/rU1vbFQGJ6tnGOlMhQSMxIwMjrWhCpAYY/StZzsrISRejQNEyYHSsrULLAJHv93Na8K4XJ6+9Q3RUxyA4OOmBXNRnKM9BySZzw09Ufeo3MeT1zU62CrCzHqcHH4/WtsIu042EBRjNZjuqs4YZ+mK7FiJS0HyJDrayjGGQsD0471pfY1KHduOOcnH+FU4p/wB4MdOx3CtFZS0R4JGOeRV+3qbJk+zju0QPp8DgAkkjqQMUiabAjEY7etSrIE+UryTnrSlyzE7SBXZQq1G7NmM4QtsUbi1gQHIJ78f/AF6zLmKLYWYsFHUEA1qXDAIzE44+96ViXk4EbEbWTH3gcY/WvWo1G1a5xVIJPQyZpEhBQjJ7bRwazo5xKjnBHOOQPWpru4BO1ZJXUn7pPA/DFQRRp9jJLENu79aKs+goo0vs7RW+5I2fOOmTWnaWrSwqfL2sOocZ/TFZputtqvyIG45BI/rWjYzNHEuRG2T0H/16VK1kDuSTWym32lXB/wBoYFZGkxBpLhcR/KTzkD/9dbUrQzQgNHgck7Diq9pH5Vo6+WzAMdoxmtXqxWMG/jEczDgknjByRVKYYnJ5P1qe9dvNcjAGelUby4G9NucEfxVhOPvFInUjZyDzwOKltydoAQY3e1VBJuQdT6CpopFjiyf71YSix9S8rDzuFHX61pMwxF0wG7VkRSFhuC/xZzWjA+4xqR/EPxrHZlF+c4tXwScselVDtMLKV53cHv0qS6k2xMN2TvwKigYlQDgAnORWtSacEgitSEofKXA7nvULMRbEck7jxV5k3IdvIGSc1jykpHgt3yMDGKwhqVLQ5u8GLuTjHNa+kRZtmcgEgj5c/rWTfA/aiTzmuh0KLfaNwCSfyr0aj/doxi9S3GCZ/mG0dAM1ppIsQxz93rVIoIpFyowezcimPKmWUsRlexrhcUzS5px3gVMbiB9aK59boIoUbj+NFHsELnPWdR+F1ppulT3Mt9JNLGoPyEqCScZwV/rWBHoVjCmwRlz/AHmPeu+1e/kOl3SSx7fNCqu66MnfPA7cDvXIlua9HCUVy3kjnqykpFNrONRhUAA9AKrJBtz8hz/OtM4PWmBVB9q65UVbREwqO+pR8gOcnhj1yCakjgMY6j09KmCEEnjbTj0Heuf2PuvQ19prYp+SWm5UYB45pbtHZUjTzflHASQpgfhVkr82cU8HmnDDxa1CpWfQwzaNJMhE1zkAgh5N2f5V0/hMfZvElg+4jbJzn6GqrlG6qCfU0ls4t7mOXnCnPytg/gaHhkk7Eqs76nXeOLtZ5bRRngM2frXG7EJ+4uR7Vd1C8F1KNmAi8DHA/AdqpZrajDlgkzF2u7Em8hCgAA71GxCjfxkelJ3qG43GM7TzitbBcqTXY3A5/iOaYLgYA28k81mzvK1wEI+bd3FG6X5uDgHqBiuSVTV3N4wuWGlOGOOD69a09KvDDp10oQEllyCwGVwf1rDnOzgg5PvnFRSXBjDKrMQwBwOma82tP2miO2nHlQ+/kVmIQYGPXp9apTOXiIGDx6Ury7+Cee1NjyzBdwIx1xWUbx1L30KltFN8xJBxWvCAUUfNuB7c8YqaxthIrpt5YcHFWTbeUUYktlehx/8ArrKpWUnYuMGiSM8Rrk5Kn2pBFObhRheBhgXqSAF7oKqrgAc9a14IFjnmO8A7toyvauOVTkNVG+5nzWIllWIlxjO4kj6jHpS2Om+XKzkDbjAJwea3jbMlw7fKwHOVTB6fyqa2t1eFXBHzc+veueeKaiaKCvcgmt4xpmwlQOxXPWuSeWJW8sI3ysWyDXdOqSqYd3IBzxmuRayKXhDhUJyOhowtTR8xFRXYR3CiFj+9zuHPbFMlu/NQDJO3HakngcRHb8wPYZrGYskz4GMjHpXbCnGepnJtaHVWMayYCbu3XFaSW480AAjORnNV/DqRPJGxcFUByDx29a1QEE6khSN1ebXlabSNUtBRGFh29SO5rIu2+dkyPmx2roJ0UAnAII4J6VgX7JG744VR/CazwsrybFJdRxlZBIpPOOD1rCvHkR/MMuRnGPWp0ug7cBsEYpLv97BMo284I4+YYruhDll6jWqJoXHysc81ppKVUAtgc8BvasmJHWJHZSTgc1ahkd8DcQM91INJr3rj1aLxKh1HXODzTDLllCcZ5xmrAi8x42XjGM98imyQKr8KOF7LWkcSoybRLp6FWcYyuMgDnHNc3qlyI96lGXKjAJBHX0rqJU3E54wO9Yup2waBhgZYfeFd+GrttHNVp6HKaqXEoL55+7gcVFCuLQkjn0NWdUiB8sqXc5HGO1NgUJYOxyMsAM/4V2VpXOREtrICq8Dkjrx+pGKtfa5FSMBFHz8nIP61W087ZVwwBxxntU8pkXmRsjcMYPA96yjUfMkVbQvW00syINkZPPBOKubUSGMScEOfl5zVXT0ztyTtAyTTru/jCBFdto3YIlHB/nXbDXVmbOcvGRzKXJXPQr9etZcwO0MRjntV2eZWRyOXPWo0UkplR/jWcpWdxohCssIIR+v3iaIGD8FjyelaXl5tN2w4B9OapW8DjdIY2xnrjis+a6YF2FT5A2nPPXmrMblWjB4bcOtNhUtbBRwc+lOiYJN5QCs4b7xaud6lotXL5jyyjBbrRDgR9uowKqzytggrjBqzE4khBHByOcVE9honOSfvcY6A4rHvY2Jzu6H6/pWurYutoZeeMEc1S1ESL5nl5AHcgGrw8byFNnLahH0cDOB16Vu6CP8ARgc/XFUruLzLVN23A61c0eKVrUgYCgntXZN3hYzWjuaUw3IrIDu3HOOajtLY3EhLL26MKsG2M3ygyZA5Kof51NZ/6ESrbSx6bj1rn5G1cq5h3thMs4CnjbRUupTK94TjZwOA9FdKi7GbPSJrl5VAJYYHOXLZ9+agzUZZs8AY+tBNesopaI5Wx27PNJmm5pCadibjyccfyppJpmcnP8qTdzilZFXY/dRu5xmmZGaM8UcqAeSaTcfWmZPrRmhxAcW96Qk00n3ox1qQFzTJGKoTkYxT8cdR+NV7ltqYBXPpmk3ZDSdzNuYWcC4OM7j90g/1q5HDGNPSLgXBJJzjOMd8f41kSZWQj5Bg9d2P61uafGN6F7h9gB47Dj0xXg42co6nrUIJoyrq18z5kAXy1AJVTzn196yriMiTBGfau0uIUMRBRNxx2H8qxrzTwskp8txjHJRcfpXDTr8z1OmVOyMWKNslin4c8VYjtyJVwME/WraWu63ZgOg6k+9WZoRFKuAeCM8VUqvQFAjX9wyqV69jxVlHHlDpxj69akazMq72Z/uk/cbpWc02xwqsT2GVxn86xS59i720Niy2ZLlckY6devpWx5HnT5XaCWzubA/nXGfbWjmVADywJwoPFdlo03mPFJjbnqGA5HrXPiqbguYuEubQ10hzGQ6gkgjIb0FWVhRLYYBAwKS1X5WBGccfnUixhY2zuPPcmvGnO+ho1YxrlXhmyOU6EE881lXb/wCn5wykc855/StjVkAiaRTzngY6Y96wrbfNIRKw3EFeuAK9bBU1ODm+hzSk72BEM0mXUEZLZUjj8qwriNBK5O7lvTNdabcRI2GK8Y4GKwLmDzOFi3ZOM5xWtGfvuxUldFjRLgeXMoZQCy5z3/Wt61n3XSwADdvAC4/rXJWsc0AykigjGRk1eutS8vUQw4xIM8Eg/hkUqtHnk7Cu1Y6+9myrIPToMiuT1SNFCsGkyeu9ia3nkeSx81o8Kc84I/TNc7qk0cmw7MdR/qyP5msMLBwdglq7GfF1zzjnGauQwbgwAYfISffio7REMi56EjjArTjiyqgZJ2kHBHHNdNSdjSMdCQx7YYF3SMAoyGIqdbT5S2yQH/roP8KeqnZEGXjpg45rRaJEiG1MZ9q4p1mi0hINrBFKMdvSq0jq0hG7p2HOKPtBid1yqN0HUAcUyLcUO75n3Dtx9cUU4tu7EyJvmbkAjHfisy6AMDbcA9z5n+FaVwxDEhQOPWsO/vPLXaJSpI6bWIP5GvXwcdLnHWehiTpvh+YGSQYxngVTgBFnKdmfnx94cGraysGG8buRhR/9eobV4popEIw7k4HvXW5Oxx21Il86GSNoVTdtz85x+NKkpazmaRF3KwwVPFLd5imyp6J9MH8Kqxl/KwATuYA8HFXFKSTE3Y6fTOFDHGdnY9Kxb+N2nZvOYgMcAkcVuW/lhMoR0wTjFZt5C0cDyBVxk9STXpeztHQxctTmzud2QSDJNXLOElx91iqng5/pRYwrJcjOFJYdauqojuCQ4iIByq9f6VxTvZ2LTHrH/oTn92Pm7LkmqlvaFYs7o/m7AcitBBsts4G0qSSBUkSr9gj2OC2DkE+9cyk0mjSwy1hIHTJB7jNVZ023DqfMIz0XArShnWMPknB9B0pxi3lzsVs9GK5rpjBOKXUhuzMdUGMqGzurShUNwwOeO9M+zqCw2qDuzmrdtGCSC3fpRKhLYObqPS3QXbN0P+9TbyENDLtZDx03Hmrp4kBz2702TJifJABH8PNdVKjy9CJSuYEEJkCRsgUg+hq/HaqgZeWAY4+WpoR+9+85P+0DUk6SINwkiHU8sFqYwauPmJFtty7jkZ7AContj2XnP3mwKdDqClQJGt92ccSgZp8txEYHJljU442vu/QVtGOmpMnqcVqRYX0gIBweobrRS3l9Eblv3St7lDzRWbJPSs0mcj2pvbNGMAE9+RXpnMAwOnSkJ5oz9KTIzigAzSZBpM5//XRnAoHYOfX68UtAOaUDjnpSGIKMUoHejjJqWx2AcU4DBPFIAGwBkk+lPAUn7/4E1N0VYQKevSkdCQf69Kl4A6Z+lJuTuMUhlRrdsdTn/ZQVbtz5KSbpOcYGT1prOmOMZpjSYXrjnoK5cTho1Y2N6VZwZcgXzOCoOCeMZP51l6nJGjtGUG9l4yMAc9eDzVhLvy4yQIzg/dYdf1rIvphNeIflBx/CMZ/WvAqYKVOd+h6cK6khIFYxkKAcnmtaK2EwRmQlt3zcZ7VBplrvg3htuQeT0znpW5ptsruYix4ywIHX/wCtXDXqcup0xSY6LT1kgdfKBBUrxkY9q4a90/ZebRtyOWG4nbzjnNeim6SHdGM5A5UED+ZrkZmE11Lu3IMEAKevNPCVJq7exFRJtIy1gLnJZWwuAGP/ANeuq0GM7MeXnaAc56Vkx2r5AAY8ZJK1s6PJ5JYDO/AAG7GTRiZucLIcFZnSROqM+4jnnOc54pTKGT5QeTjoQKzvtLbTlSM5+bep/rU0W5scbsk4ya8iVK2rNb6iXIM0QiIGATnHXP1rPm09o5gY+AwOdzE9+2K2YIykWCh69dtLNtVi3Jwp6j/61aU68oe7HYlxV7mXPEArnaduO5rOsYASnyHcM/dYDP51tThHQDYvA+9k81nxAIxAKjk4PWtqUm4u24lo9RkllgNgsCfRh/Sud1XTpY2ZhHKSx7CutIUxqShye7L/APWrOvY4i2PLXoeNv/1q6sO6vPsZ1HGxz9hcy7Hha3VcKSDs5P51EC5IDIF+gxWqYofOJ2xrgdF3f40n2SHGR82cEEdv1r06lFxgmlqznozTk7kduo3xkjjA6mteID6gH1qoIkBHlrIQSPvcY/EVfV1AbdgZOetcNXD1JJSsdUase4+3DYIwCBn+LkVdYiSNCmeO6mqMdwATtDMD3LqP61dMqLbk9cc5yP8AGueeEmpK41VVmylJGA5AIPzdzT2BGeTkYqrJIhc7gCM8EY4/I0l3cfK2x8DA6HGK9SGDtZHPKshl9OI42/eDIXgmuM1e6JmPIJ2nsa1tRkLRSIkqx5wB8+a5xo/MlG+Xcf8AZGR/hXVTw7huc1SsnoiWENNbF432kYJIB4ptjG8MyKXyC3J71qyQsLN0Kc7ccnp+pqnaW7O/7xg3P97IFb1qXJEwi7sXUkDbyAfkHIHpVeOOQ/KVboDgZrVu7YNvUAkBcYPoKdDADICU6gDnJxWCjKKtYrS4+3JHDLjvk1S1SQHEKh2Zhn5Qf/1VqGIADaAD9KhltRIQSAxr1aCl7PU552uY1hC8V2qhTgkY3AD+VWJ4nErFc9T/AMswatx2+LsNhePz/nVh1LZ5HNEafvSC+xTmUJaMCeNvpiltIt1iqlcEIeasvGXiI4zjHTtT4otkRBGDjrmuX6t7zuaOZm2qF5NpxjHTH86041YJhVPXpSW0T+Zkrgcc45/lVloFLHMZz61rRp8rbZM3dFVopSTwx/KkRdnJzjPfmrRgUj7q/lTDEVOVVQO/T/GuvRmQ1ShPAB+lOIH93FR+W2ckD8DTvKzzuYUwAKdwwo+pqvel/KAXae3zDIqcxY537vrmlaPMfOOPUZosgMFdttI8aMFcnJCjaPwqrcaiIUZWZ2Of765/nW2Yw2UWVSD2WNT/AFrFutIS4mPLqw54jUf+zVnLbQZgMfOYvuk5P/PPNFdZa6Rtt1UPMMf7K/40VHIFzpLa4MtvHIxAJXkA5qzI42R9fu9/rWBo17G0CxtJ84bo3BxV66m2yMR93OM1cMQnFXHKjqy8x2/lmkjKsxDZ6EjArNludr7Q3bqcURTkW7kFT8h49KVTFqKEqDZcaQKM9BmpFGYTJnOCB1rNkk5Qowb5sEA8Vd8xfJWMAgFFZs4688CsqmNSVkaQoa6kpHQ5NNJACEkfMCcelVIZDsLNnAbPX3pwkaTdk9MgU4Yvn0B0LalneoxzSo5aXaMHp3qsPm2gHnOP0ojkKy7lwTuAHFb1KlloRCF3qaUHz3EIbABYqSRSlGDkg8dAfWhCGmiAG0h26HHanynEiDcTnse+K86NeTqG8oJRKpfnk5/AU4P6ECocc4Jp/lgnqK9ZbI5Oo4s/I3ZFNYnaQf5UmArAE8t0FKy8deKHtYZTnK5+6TkHuazRGzS5CswHH3ulbcsbMh5J49Khjj2Icx7zwOVHNefXjJ3i0ddJpaluymENksBWMAg55G48/WrkGoC2vE8vOAh5LKSOPrWHPM/2kEAxkH7qdB9AKhhuJPtTO7FlGeCSe36V4VbCpSZ6MKt0jR1K9Ju2k8tCzjG5XIP6HFU4A8lyCeTn5txpJpBIVJJDZI5yf51bS2UeY8g2bWAHyDkY+tS3yQsNau5YcxHYq9AvB3DPQZp9qSh+TAbdjPNQAPKyxk5VQSMtkVNHtUAOcNnJ5zXPUjZGkXdmyQv2ZTkALnOWpDqdutq8sqxBD8o+bv6DArOe6H2aYh1KBe+RtqhbRPcrIHjba2CnfI9ainhU4c8hSm1Kx00F8ggX5HQFiVOeo/EU77UJ3dSHwRxnH+FYUFu9u65LKBjjGDz9RWkgWPcxXAwBnk1jUowi/dKi31LUrgRqSOvTuf5VVlkwwJU4xzgf/WpLh1aAKCQOeg/rWddHhVGeB1Ar0suwamtTmr1XFFhbuAYxIuQT1P8A9jVaa6XOQFfjsR/8TVPnvk/UU3v3/Kvfp4KnB3R50sRKSsPadiScDPoeP6Vda4xbpl9uAOOf8KobR2z+VBTHStpUYySREajRI07k/wDHxlSeRzVxHJjAaViCOgLf/FVm4wcH+dJhe4pSoRkrAqjTNDzFVjtllA9OeP8Ax6rdzeRpGI23Bj6xn+e6sYKO1BGDnAqJYWMmm+harySZa89ctg9en+c8VFcOGHXnH+e9Qn6fpQGYnr+laqlFEe0ZVZXYEfKR/tkmobezJdiNq8YO0uB/Or5Dev6UiArnAb60TgmrCT1I5V3QkDB47HGaq20DK5BGCfp/ic1fKewP4Uirzknn6UqkFJWBOxDKhZiOPyHNEadz8pHoBzVjB9OKQj6Uezi9w5mIVyABSHPr0p2OpxzS5zxir0WiJYwDLAjGR7//AFqUxtnouDT1yPSlOT6/jRcCHyW5pwQ9Cv5U7aM5wPyp6jHIA/Ki4DYoVRuq4+lWAFB7GmKw9RTg3qKm1i0OKDsB+BpoVScEY/4F/wDWp6uSfSpQR3UmlcLEDQqx7HHuT/Smm3P/ADzXn/ZNWD5fJwfyqRVjbGIyTnuKl1Et2NRKPk442rn/AHTSGI4wSMewrRMSHOFQY68gVC0cYzkrj1BFT9Yprdj5Ch9nVR0yff8A/VUYt1U5Y9f9o1fbyMr++jOeoxyKZJ9nII8x92eydvrWcsbRXUXs2Y87rHKUMgGP9uirrW1oXYtkknqyAk0VH9oUe7D2Zi2WoaWkgxpMwY9QbsgFew6Z/GpmuYpIkCQCIbc8OW/map262kF0E3CSfGN6thVPpVyWX7NIEhkWKRUw4A5Bz0Nc6klK50tNrUincsQRlAwyPpViwS4ut8cCSzFVyVRWYgccnHaq8zyykyyfOQoIZgBmrK6hfC0jtWcRRplBtQKcE5IJHJ59azqybYRSJ5rW5hgWSe3kRWOd7qR3pJJcQkbsLtGMLnPWrT2sl8N91qcEalSQ0kpY8HgYHeoZoBaTSxR3EM+Cqkp3z6BhmsuZNO5VncksjGunMfvNI2CD6Dk/SmQEiykbjk4BJ5z7VetTDLF5SIYkLk7mO8p/LNOISWVC1uVBXKqzZYc9zj/9dVSq8oOLaKjq1qIpDwXUsu76VJaKHaONxncyjPOc1pXWkSx3cMFwgjI2ptBGRnnFZtu5SePGCI2ySB0wa7fb80TJQaL8fyyYA5DFePXFPnRklJZj8hK4J54AqrGkqvyp27/vHO3H1q3dXaGPcIw1wWbL7htCjjpj9a56d/bOxc17qM7djON3WnIWJBO4Lnk4zimSAKw2kksO4xTxI0EreW7hR2Ne4naKscFveHmQIVaOU7h3YY/Kjz2Ync6sT1yetDSJ5kam3X5QM9TvPX5hn8OKTy4cSb5GDLjaNuM/X0pKa6obT6AX3D+H86bkbs4PJB9KTyiq5MsfLYHOaZMPKmMZfcueGUcMPUU/cluC5kV7hdzF9hyaauyNS3lDoATuKkn61eMSMmAXxk/Mybe1MEYa2mZIt4RMuQfu8gVyVKcJLY3jOae5nPM7sNrMFB6GTOK0VnUyEBkAJyQJd3HHrTbaLTxayGW33ThgyMZyBjuNoHOc9arraKsyyLzu42g8Z9K8+WFU3ZrY6lWtszSiwJPvRDIPVjx+QpzLiMsOQPQn/Cq24xttOMZztyasTPY+aVR3UMo6qV2t3GMnI/GoxFGFyqU5FYz7gFO7BOPvZx+FXrQrbkIMYKnkIR/IVnSW8sNouMkBvvMAPfmrDRynyXQ8uoOM4x9a45RjyuJ0Xd7mvJKh+bBB91OPzIp8V1GwUvlW7hg3H6VnB3hdFZTlsggsTj9abBeN9plIBHHUs2fyzXNHDqTsU52VzRldZJBtkznuA2arXNm/LSRkKc7XY7QfzFSw5KeZI5bjpvz/ADq3baldNCsZmcxxklEbDKM+1ehGtGgvdexzum6m5lG0Xyx0wP8ApqpqkVFdPcPvjlkMcWWCjCptAx3x71zrZ3EYz9K78vxft7nJiaXIMJeUks+fqabt+lPJwQoA9yOacCO6Y969E5rEYUegpu3e5bG0Yx6VZ8vMZfa2zOC3OAfTPrTdm9gE+Y9BjPNJyXUdmQmP3z70uBjnFW4NPurlGaKJ2UHnHap10q7Kk7CF6Lnncaydemt5ItUpPoZ23PekKevNbA0G4wWLIo7ZI5pTpYiXa6ea3tIq8VjPHUI/aLWHm+hikL0VRmjbjqMVufZ7RdrtHCgxxiUsxPuCKsCawVhi3Vjs2/KO/r+dc8s0prZNmiwr6s5vZkZOfypfKbsp/KugW9i3P5ULgAEsGfr+GOPoKhbW5yhEdsoIAxhAM/nWX9qa2UR/Vl3MXyZBglGweeRSpBLI2EjJI64FaMmrXskWRChG0ADAwBnuOtRS31+2SzIvX7hADetU8ylb4SfYR6sRdHv3VSLVyG6HIqI6fch9rQuCD36Uw3t2Y3MsqHb0/egDHvUb38Wdwlj5xkCUn9Kz/tGt1SB04Itf2dIEy8sCexlGaV7W0jRc3yFiPmAU4U56ZzzVFb2zQj7jHqMRk5+gpy6lGCpjic56FI9uPrUPG4hgowRIy26gsLgMvYqucjPBp4iidA0XmuO/yjg4+tVzqQY8QTZ5GOFxTBfMwP8Aoz+oywx+FQ8XiH1FaBdZAkir5MxPXJYYxTCN7ZMKL3I8wgfWq4u5mido7dgPTf8AT2pUmunLfuFBHzAkkZ+vFZ/WK76/iP3Sbcytt8pDnock5pqzSbghjVW/2fmqLdqMuW8uLjk8tmiNdQEg/ewDOD86sf61LqVHvILoslpWU8HH06+maQl5I1jYAc7t24g/4Yqs0d2wybuFB1/1eMfmaAtxkbtRhCEei/n1qPefX8wciYwEjbkH0wWINCwrncFA/vYUndVcpKy7jq8CgHphefrzQWCqWOrQYxzhVxx+NTyvv+YXLBhC/wAJUnpheR+dNKHcSTkDnPFVy0IAJ1mMN2wFpzTwA4OrIw9Dt6/XFHK+/wCDFzE5Ug9QPpj/ABoqtutjydSBJ6/Mv+FFLlf9Jhc56GCKSBXSNVKSGMkydQeQa2LrMWqSybkLtg/Nzn5QeR71ei0ee7tz5ywwgEKMJgEjtnvVeXT5baJp5YfPVePlfJ+pFdjqqT3OrkdinbJILlWYRNtOSD93HpiryRWyzv8Aa182PduQ55JYcA/zrPbVbWCRpJInB24C4wPzpiapbiV2VmAJBUKckY781TTauiVZbmhLbFyjGOMxRkR4BwXJzzk9ulSaRtdpWkRGdY9qk+vTP5dKzpbtJ1jMszfKPlwMEegOetPtrsW6qBKgVlAk7Ed6Tg3FoL2Z0Kf2fDdvbo0roUKFn+UfrzVe1Eb36RyGYyYJUAcDGePXt7VE8+mhHuTdhiyfKoGWz6nsD3/Ks5ry3+3mU3W/cdpYnk+lZ04vYqTOhZ7dbi3maTzcJnaowQ3OMkdj+dZkHlTX8I3bFDHawXt15qtLfhJo3EkSYwMgkDOeCRSw31pCwLTxrIIwpKdODnP41pZxjYNLm/IsXnIkcY3ynJUHAyPr2qeS2gj+2gR/Nt27vY9fy4+tYK6rDdX0cssu2NckEMDz16d6ll1aIPI8cq4OAI2YAfj/ADrKkpqYSs1oWJLBTbF0R5pQT8w4VR+XWqO3k7gRt4II6VYXUo/JZ8qAqAIizDIb6fSqyzxTlhuwTyST97nPrxXt0cXFK0mcc6DctCwUaOSMxvwSCG9D/wDWqJwVdxITntt+vvU0k1vsVFu0KBtxy2Mcc8VYh1m3gt5LUi28qYqXxJuJweOex5pSxsI7ajWHkzPMe1IyQdjHkgfy9aaBtbIY4yQARjNbAh06eJY49RtzsOFLMVJHXk9DS2sViv7j+0yhVsjMeVJPBOc4HGKh5lTsP6rMy5LdkwzvlSoYEHOeKsmH7GzKxMsTDqG2A9D+h7U57VI2khTU42VzlcuBx+PT8Kij23EjsLuMqTht8gBJHfGefzrKePi9DSOGa1ZY/wBFLMfKiLFccgkdfXscfyqC6Fu9zI6K4BOB83f6VJAtrLbnzJHLEkZEg3D3OTUJtom3CK434YE5+UH15H9KwWLi3dtmjosllghIBQt5xbBVsEdMEkj3qUfZmhYSI28dQDw2AcH+VSFLWV3W4jWFWXjy9xK8ccY5qu8dvGSWQnIxj5sFsfeyf5VyVKnP3NYpR0Jn+zNAwkiYjd8xAwCc+9MiihyqgYU4/h6VmtFa5R7lmjAIGFk5cd+OeaknitIj50d3B5TtiOCW68x1X3CgAVHIt0VzpGs0EcsYEbymRcLhVwAMdKbDYyu20Ifug4LHn6CsFL6ztzuEkAKE7fmZifw7U9NftoCdssOMAYCEnP41LpztoJ1Y9zrntHEIj2E44JDE4Paq8dnPGAhhcEHpjOa5qTxczKB50jKTltsYU1Rm1+N3Z4ortsjA3SdB9AP1rOOEm73B4mKO1aC6mljUKYFTO7cwAb3xVdtPt5S0kt2sb7Q27AIPt2rjpNZZlDLpzfVpWINRPqFzMW26dAgYg9MfTFdNKlUpfC7GE60J7ndSRaUIIg9wm4E7mWRck9s98VXM2jxySFZ0KsMYkfP8h1rjReXrboxBaJz12Ln86Q3l+RzcwoV6YUf4Vr+96zM/aR/lOzj1qyjjkSLyijbS6qrMDg8fjTF1zYFEQLMvKlY2571xnnXBc+ZqBXPXYvWjc+SWvLhj1+XiodNveQe27I7STXLggARzQoOoRBz+ZqB9YuSzERTFehy44NcioRpASbmQjkgt/wDWqXy4sAi1kYH1Zuan2MeonWkzov7WlGAyKMEgZlxj3qvJrBRULtbKVGP9aSf0rEREBBFkD/vAkZpTkOuLaEE8/cAo9jAXtZdzWfXm24+2QH0Own61H/bG8nF0ygDG1IScj8uKz1upkHytGoABAyoqOS9kLAtNGM994qvZrsS6hqPqMpiYB7xiB8u2EKMe9RNe3LOGMeoOOOpArOa+cNt+2rz1+ckfyqE3y8g3R/U1Xs/Ilz8zX+0XDKVFlcMT0L3GMVFuvGcA2kQyMgySkjHpmspr2I/8vMhPptP+NMW8g2MGeUk8cL0/Wq9k+xPP5mx/pi4LW9gCORu5I/Wlzeg/8fFgnIyQBWILiBs7RKTjptFHnRbTiGZj6kVXs2HMbBluBndqtsAOyoD+XFDXDsCz6wAcchU/+tWMk0ZyDDNjPb/9VP8AMXOVtbjHT73T9KPZC5zW+1RgZOr3DEZ+4uPyppubUH/kIXTdz2z+VZpKZ/4858Djlv8A61PXJ4+xzt2HznilyBzGj9sstuWnvGYdBuNJ9usNrZjuWJ4yZDVPARijWMu72cmlwCAfsswA65kqeQHJlr7dYL0tpj7sx/xpw1GwX7tgx9mOc1V/dcq1u2R/emxSgwEHK7R2zcdqOReY7sstqNoRhNNXrnnGc0/+0rU5P9lR8+w/wqqJrUKAPJz6+cc0G6shHg+XkHj5y1Ty+TBNltL6Hdn+zhx7L/hT/wC0LQvn7KFJ+X5lHp9KpC/slxgR+pIViRQNTgXgKze5izn86l032Y7mkZY1C7Ei2uPusBzj8Kgur+G1Jia3iLAE4jG78OKqtqikfLDMzdgYQcfT0pq6pIDlbadv+AAU1Ta3X4hzIYuuPjnQUc+pJ/pRUv8AatwTk2UtFXZfyfiK5ftvHN3BkNaQeW3VFQAfkO/vViHxlYifzHsGQsxJ2NjA9MelcZtcAnPPpmpCo+UjcT7itXhqb6GqxE0dTJqmhXMGxvNjJfPKK231NJAukNOypdxsk5CmWZNrLz3x247Vy53ox+SlGSAeBmj2FtmWq3Vo2BZW8N47LLHMqsQcNlSPUA4P0p/9kQfMkWoWx4GC5+UZ7fUc1igkn39etPDE1apyvuHtY9jaOl2ojaFpoDJ3k8734xUP/CP2JIk+1w4yBtM3OR+FZeMHPzD1xSZJGAW/Ol7OS2Ye1j2OgXS9OI8uWW0A3cM85J457D8KgmsNLzgzW6YH3UdsH8KyNyAfxfUtSK8ZzuHP+9U+zkuo/bLsbQs9Hdt6XlvHt42kOQaU22ijBa4hLY42q+DWLug29Bk/7VM3xhskD6Ucnmxe2XZG850lc4+zycZ+4y59RjNLF/YX3cKAefM79ehBrB86Hj5M8+tPFzGAMW6enWk6enUftkdHMfDvI/ccjAKwOCo/A8mqRn8PxSZFs7r6FDx/49WObo4IWOLB9Rmm/aJRggqMdMdqapW6smVddjV/tPSY3do9NDDPHyj+pNC65aoDt0aJuvLk/wCFZAeRiScYPvTvOkAxvUD60+RdSfbs1P7cO8NFo1koHABjLUNrd2Qf+JdZLkcnyBziskStnmVQD70u8FMmcZBwAFPT1o5F2F7Z9zS/trVSGKyog6HYoWo31bU5Sd+oOoPOAxxWaXXHEpP0WgFDj75PsKFBdiPavuWzcXErHzr2U54JyT/WmjbIMvcSkDoc1CMbywhYjGOTSBWOMRAD3anYTqMlXyADu3n0Oac7254SIjgEbmzUALhwcIuPpRyfvS4HtRYXtGTs6ZGyEDjuOhpomKD7qDn0AqLapGPMY/hQFhBziU+vQUWQudlhbtiwBlVfoM0G5Az++JPsvWoNkQbiJyPdqfmMkBbQH2LGlZC5mOe5TAG6Q46jgflTRdptOUY/3fm6VJg8kWkY+uTR8zPxbQgjsFpe6HMyL7YNvywrn3Y8003j9kjX8KuDz93EUCEHPEYpytPnmVEOOgUDNF4oLspLd3GNo/RAaUS3W47RID/sjFaWJ94/0z5sdVYClCOQQ94c44/edKTmuwWZnquos2QLnLfXmnC11GQgCC5Oc9Sa0fsykjN7njj56dHawnduulXgkZf+VS6vkVysyxZXpbaYJM+jEjFDabeI2Gtwp4zub/69bItbTktcRsT0/edanS0sRgiWMn/f4Pv0qHiEugKJhro94wB8mLBP98f409dHvZBkRw8Zycj/ABrea1sFjB86MkgZO8Zz3pUj08gH7TECM/eccipeJl0K5EYSaLf5G3YGPIGBTho19lceWM98jtWuV04gE3EY/wCBc/pT1udNiOfPVvZlDAD8qXt59F+AckTHTQ79gFVuOuQBjFKui3u/BuFHryMitg3Wk7j+9zx0xgA+3FNku9NDowckAAEIvH5Ue2q9vwFyxMj+xL1sf6YvJx96nf2Fd43NduPX5s5/WtVb+wU8liASRtQ5/GmNqNk3Kxvz6IeaXtq3b8AtEzm0R1UZvHBB7jinLpC4w18+T1UdTWkusW4YBUlGAQMJmkOrQsoUxuW9NnNHtaoWiZ40aEKfNvZg4Gce9SJo9mDhrq5bjnsatDUo84MEuemduaYdTUtjyXC5wMjH4Uueq/6Qe6RixsVUDNw5C/8APXAz/SnR2FgWXNtLIG6fOSCfzp/9pIQcxvk9CAB06Uv9qAAEQtxkcEZP+fWi9UaSB7HTzOTDphSMj5Q7lu3J/wA9KVba2ZgY9NhAwPfHvzUZ1JWG3yjv9yO/vmnf2iSu0oox0O8cCpbqBZAbZQxb7LF8p4wnSp0ALZEEYPrsH9arresSVKoR6FqX7a7HcpHHY85pPnDQtFDG4/dog7naOaApAztVlPHTOKgW9fBAAA6nr+XSiO5dn8tQpfHfjFT7wtCTy5cn90cgZzinMsgZjsGSOmcVEk7FcMTjGcrnPtSCcnhnJI45H9aVpD0HEzjGF47UUzCZOIweedwJxRTsGhyPnHPAA9aPOYZ+Y4oor2DDmYb8YJ55704SYPTk0UUmHM0L5pUDp+VL5j5IBxRRSuCbGGVwdpYkUgdjwc5+tFFHQoGPA7UwkDpRRSQmBOACO9ABY9aKKLgDRkc5p/lHHX8aKKL6A1YcsW704p3lcdce9FFQ5MVxRCSOWpfKAHOaKKXMxXG+WP7v604IOyDNFFHMykADAYGKXac5PP40UUJgPEUhyCAfxoEDY+6KKKBXHCJ+MquaetpKzEArkUUVDkxgkDt0NOFrIQfm9qKKnmYxWtZflG4HNDWUykZcAj3oopc7SKSQv2GQk/Oc/WlbT3Q/M+Ce+aKKn2kh8qEXT2kY4kB/OnHTtpAaQYPOeTRRSdWVyUlceml5x++XHc4NP/smMHm4X/vk0UVLqyLcUhP7NiyM3HB77TQ2n2yY/wBILE9cJ0oopqpJkoV7SxUjbPKW/wBwU5bfT94DSTkd8KOtFFaO/cqw7yNPBX/XkH0wKlMWmBsKlw2eOSBg96KKmzfVggWLTFBXyLjPqHA7fSgw2m7HkS5PpIOlFFQ7p7jsPMVp1NtMAOmJqUJbHG22k6dfNoop79SbkqR2rBnSzfjOMzUphh+U/YCR6edRRUtDuOW1Qs2NPUcE4840wwCQkrZoDznMpIoopXdwIpRFDEGktEwxwv7w5H5VIYGDAi0t8cjqaKKthYaLVto/cWxHXBz0p5iZCR5dqCOwQnj1oorKcmmDHCKV1HFqFPpGc/rSyWssUKqggIBJBCc/rRRSU2JD1tWMfMqktjGIwKPss6kstztJA+XYKKKTk7lEvkyALi6BJPXy+9IysyAm5O7ODlePp0ooqOZghrxPHOVNwRx2UGmtFIsZLynYOcD/AD9KKKpSZPWxEwJILy8kA9P/AK1FFFapDP/Z", "path": "/data/wangnn/datasets/waterbrids/waterbird/053.Western_Grebe/Western_Grebe_0056_36216.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 3043, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/053.Western_Grebe/Western_Grebe_0056_36216.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/053.Western_Grebe/Western_Grebe_0056_36216.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/108.White_necked_Raven/White_Necked_Raven_0038_797369.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 6301, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/108.White_necked_Raven/White_Necked_Raven_0038_797369.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/108.White_necked_Raven/White_Necked_Raven_0038_797369.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/082.Ringed_Kingfisher/Ringed_Kingfisher_0027_72948.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 4788, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/082.Ringed_Kingfisher/Ringed_Kingfisher_0027_72948.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/082.Ringed_Kingfisher/Ringed_Kingfisher_0027_72948.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/071.Long_tailed_Jaeger/Long_Tailed_Jaeger_0056_797092.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 4116, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/071.Long_tailed_Jaeger/Long_Tailed_Jaeger_0056_797092.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/071.Long_tailed_Jaeger/Long_Tailed_Jaeger_0056_797092.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/120.Fox_Sparrow/Fox_Sparrow_0009_114796.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 6987, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/120.Fox_Sparrow/Fox_Sparrow_0009_114796.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/120.Fox_Sparrow/Fox_Sparrow_0009_114796.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/091.Mockingbird/Mockingbird_0059_82126.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 5314, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/091.Mockingbird/Mockingbird_0059_82126.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/091.Mockingbird/Mockingbird_0059_82126.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/151.Black_capped_Vireo/Black_Capped_Vireo_0013_155815.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 8853, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/151.Black_capped_Vireo/Black_Capped_Vireo_0013_155815.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/151.Black_capped_Vireo/Black_Capped_Vireo_0013_155815.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/190.Red_cockaded_Woodpecker/Red_Cockaded_Woodpecker_0058_794739.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 11185, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/190.Red_cockaded_Woodpecker/Red_Cockaded_Woodpecker_0058_794739.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/190.Red_cockaded_Woodpecker/Red_Cockaded_Woodpecker_0058_794739.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/172.Nashville_Warbler/Nashville_Warbler_0118_167350.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10120, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/172.Nashville_Warbler/Nashville_Warbler_0118_167350.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/172.Nashville_Warbler/Nashville_Warbler_0118_167350.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/089.Hooded_Merganser/Hooded_Merganser_0015_79132.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 5147, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/089.Hooded_Merganser/Hooded_Merganser_0015_79132.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/089.Hooded_Merganser/Hooded_Merganser_0015_79132.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/047.American_Goldfinch/American_Goldfinch_0017_32272.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 2651, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/047.American_Goldfinch/American_Goldfinch_0017_32272.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/047.American_Goldfinch/American_Goldfinch_0017_32272.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/169.Magnolia_Warbler/Magnolia_Warbler_0123_166389.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 9946, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/169.Magnolia_Warbler/Magnolia_Warbler_0123_166389.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/169.Magnolia_Warbler/Magnolia_Warbler_0123_166389.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/048.European_Goldfinch/European_Goldfinch_0045_794690.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 2756, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/048.European_Goldfinch/European_Goldfinch_0045_794690.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/048.European_Goldfinch/European_Goldfinch_0045_794690.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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RWHEPMYema2bWAwMko/hPNYN6GV9Tt7qdY4MgjGK4DXLrz5zjtW7faiDZMM8iuHmuTLM5PrVwXumj1M27O5iD2qvFH5kioOcnFTzqWcmn6eFF0GI+7W17Rsi9jpmtYLPSC7gBtvH1rDiuGmKjPU4pdd1MyxR26HgHJqjZStuUjscipcU1qYyd2dx/wj96dOS7B3FMcH0rpPD+qNb2gAjG7OMmotP8SWkuihGYB9uCvvUGnYaFWX7pYkVhyKFROJ62SUY1MQ+ZbI7ODWeAWhU59q0V1MG1MnlR4HbFcrGxAFayOP7KcZ5B5ruhNs9yvhoK1l1Jm8QxofmtkI9hWbdXNrezLPBCInzh8dCKozdCe1MjYIhI9axc3dJmeOwdJYaU0tUQax4b068t1l8kRTupbzIvlJGcDI6HpWVY6dcPoWp6Uk7CWAreQOePu/K3T2P6Vv6jdmCwtJeoKsp/Bv8A69UPDl4txrcp2/KbaVWz6FTVzm4zSR8spPnsYlvP4ns8CG9dlx/z0DDP41K/i/xRZttkuVUnsyA81ajcGNTmsq8T7TMcdQaznWmo3Rn7WS0LM/jDxNIPmvETcOqoBz6VTu73VpoxJfX80ofGVEhwKZ5TOmCORSzN5kSKexrhq4utdIzlN3Om0PRtPSNLloPMmK8vJzV7WoFmtdqADaOAB0pumuFsF+lF5MSjc9q9GVpQs+w73RgRZVTE3UVbs55rdJhAMuynAP51mzyGO8Y9jV2zl3NvU4IIII7V5eHjyVtCI6O5R1O/0uLTY7i2upYdRMmJRHyrg/xDI+Uis7TSdVuYrXzoYg7eX5spCgdwSal8SWVxBIZVgBgclllIz8x6qT6g9Pasu3vpHit7OeKBERifMWIb8HnGe+O1e2ndHave1Nm/sUhMhiYOisEMiNldw6j3B7Gm6csDSLHNc/ZoYzh36nDeg7jP40LBavH9lF35ay8q5zscjoSP4TWzY21p/YaXhgHmWtz5ZmT5i+eoI5yKWhUYts2tG1OwaU27W9uZCPLTy/uuR1P49atmGSCfB+QNkYB7Vkq1pHdz3M9qnkxqP3G7yWyejKO49CKjFzdW9wgKsLZ/miLKfx+atIy0sROm3qN1e18i6kizlex9jXNJK9rcZB4z0Peuu1lvNWKUDjBTPriuUu1G4n3rx8TG1R2OGV4sffRpeQhl61U0u5ks7vafxqIXxhbHUdMVIWWZ1cDmoje92Wlc6h9SWWEqT1FY0emtNc79p2k06BN23Pat37XBbWnJGQK2qSc1Y0hG7KYtls0BPTpTIphLJgYx0qnNqQum2q2MmpraPy2yDnPNZqLS5kaSdtEai26RgSYzgVl394zIwA+WtSOUSAIR2qjqkKrB8o/SompON4smadtDmMncakABGKZjBNOWpichXGYpsdjVvGRkUlxCrR7l+8Kbb7nGPStty2roswt2qV1yKr42tVpTuSs37ruSOhYFcnqKWTUGYFAOlVslJM9u9OliBG9fxrVOxSehG3z5J61Umg3A4q4MYoCg0Jk3aZjhDHOmf7wq+3+tbjjNOnhGVYdQc00SBzkKAc8gdK6qDvcpu6NXSci8iwuW3Dina/lr1+SDuzTtGby7tHz93mo9dkL35fgFiD7V2P4CegaUyzXMYz8yHJHpzWHe/vPGToOQZgK1tJYjUN/8Ldc1R0GIXvjZyRnErNXNHRm61jc6vWtLj1TTzER+9XmM+/pXm9xbtE3lupDKcEGvV9Vimi+aEYIrltZ0p7yI3UceJFGXAHX3rXltBSuN0nyJ3OKxhiKCDn2qWeMq3TB7035fKBz8x4Ix0pIwsKkjouFYgZoqFlbPHSilyjVjrgGkTOORVG9IK4zg10F5EuntKjD7pIGa5G8kae4O3PJ7VzRWup0SlZWNfSYhK+wjqOK2rhfKXaejLWNpqPbyROwI571uaoQbUOp6GspfEQlozAvJ2aPA9MVh7doOetaszZ3E+uayZpPmNaU7lU9dyrM2Kv2FgzwGToSM1mudzAV2OkQNcWaADg8UVJWLm7I5C7hPmnIzmp9PhwASK09Y057W5KsvTke9SWkcfkjA4Ipe1TjYxTuQRxkOSpx7V3ekrtsoB/s5rjIRtkPHGa7iy2iKML02ikneVz6Hh+P7yb8v1NWPjtWtsC6QWUDLHJzWRHnI9K2ZONHWuun1PaxG8V5mDM2c1WlfZDnvmp3JNUL99tmT6MK55bjxy/2Wfoxmu3Cp4ds3J6zSL+imqvhdZnF9PGpx9lkUNjjJU1H4kV5dC0W2j+9K0j498gD9K6vTrGPRNHtI5J9myN2uE4w2VIHvnnpWrhzzv2PjIwvLmfQ4u2lIXaTSaf8AvL91I4NQ3I8pxg44qxpoAuQ3rXJCbvys5B2qRtbSFl+6ay45N3510OpxCaME+tc1MPIkx6mueqveaBo7GwmxaYpbmTKNz2rLtLjMIFWrlj5Lc9q7eb3UNbGVKwkdvWl02YpMyN0qkZStyc+tTM3lkSKetcHNyVebuQnqdJcxQXcJt7hPMR8FRv24ft+fSuCu7e5sZ2srmHymUlwj9fzHaute4E1nnPOKoalZS6yi3UKhrqNMTfMF3AdG5/KvRoYhOfs2bU52lZklvHs0g3KI32Z5AFUupO7HORjPTofzq3c3C3d5FbJYrZGUJucH7zY6nBwB/Kk0WzSTwtdzQSxrdRHZLF95uvBIrOMWoLGtw0pdEPLgnK+nB+6e2DXUd2qSOouNIlZFTUFbybZyHWMZ2jGdwIyfw6H60j6kYbSOKOIy223Cqe3+0OlYOn3l4zs9rNPIxVg4UFi3GMEVEiOjx7wYAANqFiRg+x6U1uOUvddjdvCzWKysclju6Y61xl7dMZitdhLG4sVR1Abrx/KsBNDe7vsrnb9K8/E61Wjz+W7KVnpsl64C9605tHkskBbPHWuqsNKj06IFgMYqhr94rQ4VRjpkVhUi0jb2aSMu3Pyii4jS4XYWwe4pLP54yfSqmppJGPNibDCqpTTtcxTszNv7aS1nTyidpNbVoziNS2elULWcXjL5g+bvmt3ykW1wMZApzbU0o7MbvcmsJUeXB69qvXdus0BDDJrn9OmVbpgx6Gt9JinzA7hXQqSjE0ucdf25t5yuDjNVga3ddZXG7bzn0rn1NcjVmc1SNmTq3GDUcTGGc46UoNNcfMD3qosUexaY7jn1qaA84qsG4p8b4alJXRJNMnJNLbN1jb86kJ3J0qscqwI6ipg9LMOpJLHsf26ikQVO2Jodw61ACBWiBjZRkVSxtlPFXJCMCoCq+YeOK6cN1GtjT00Bn5bHHX3o10p9rHzbhgc0umErLnuOlJrBD3pZwNp4wOwrtfwCQywRPPlXkFUOMHrkVL8OrRBq11ez9FBVc9zmq+kSYv5NzZ+Q4z3xW3o5hTSoiuELysc9MiuSVRU7tnXBKVNnWXpiljbaoP41lxiMJgjHbmpBcrDEAAG96ZcTRSWx2Da9c0cZTqWadjLmWxx3ibw9tLXdouY25dR/D7/SuPaNkbB+ua9XsZRKjJJgjpg965LxPoItWNzbcwE8j+6f8K6o1FezE03ocmaKeVBPYUVvYy1Oz8Z3WNRuAo434zWHo1g13fpkbgOTXU+KbWJbSWdsFnbg1H4PgRnZ8e1cfNvY6VrKxc1bTlgsQyryBnisOe5L2uwnoK7PW9ptSvtXn90CMgdKz63CejMy6uCvBrNmfPIq5dqSpNZvJYL3PAroirIqOiLFpaSXLZUHFdl4WuVt5HtJxyDxmoNC0uWC1LunbcOKzNUuTbXazRna68HHpXO588uUzm7ux0PiTy5E3jB9KwrWMKD6Hmq8movdx4JzVyzUSRkHrUy0djNaMls4BJIxxkbq7C1UKFUdMCuU00Msjoem7g11luOlXBan1XD60qP0LyHDAVt3K40aI9iaxE5YGtu8JGiwjtmuyn1PUr/HD1OfkHXHas3Uxu09wDzuFakcQnuFjLhAxxuPQVp3HhNrmEiO/tj0bknnHasOSUth4upBUXTk9WjPFppctpY2dzZmeaKP5JfMKsmTnjHvWH4mm3a4kSsGhjiHlsRz759eRn8a6q50LUmuN8KowCgZWQZFUbzwbqOozQzK9tEUj2MsknPWtJxm42seJjsPRWG/dPXQ4i+Riqt7U7T5CWU+9bWuaDd6RGi3PlMHB2tG+4cVj2SBZBmvPqtxqHz8otblvULkoi84zWbcxCaEOOvWresL+5Ug1Tt3Jt8e1Z1n710SizYE7Nta8+Ps5FYdrLskwa15m/cE/St6U7xYuhhXSbZCR61Yt0E6FSe1NuBuVqdpbfvSCK54WkzNfERtI9u/lE8VNbyYkxnhgVI9Qeop2rwAYcdQKz7eXLL7VLXLO6KmrO5ppez+F0le1WLybhlXdI2GXPVcfxL/ACrUuNRSK1+0QWgjuTiOYLF+7mXHBZScZ/8A11XvII73SXjkUHI/KsLTJJLJ2+1NM8UYwkyDd5fsR3H8q9inUU9Op3Ua2nKzRsHlizJCoXjcSp3AHPUjqKtzzjUgdsiyTGPjzDyMdQD0z/SoIRZ3zl5i0CqBgJ/F6++D29M10umPor2iwfZTNLEcLI5HTPr64/A1qjoWqMq1YCCMO4ZmyuR2xWrYSRRMScVi6on2O9RVfMeSU9h2qudR8uUdeTg15teX7xyRyc1pNF7X9YljO2PPtjpWXa30V5Fsf75+8D2q/eJFcWjMOTjINcnbs0Wokd6G5Rv2M5Slc6m0iEQfpjtUN4qvbt6YqI3DbRjI45qu9zmEgnmsFHlfMtibXehHp9qCS46g1oZczCIHg96p6XIM4OeTW+9kNqzL2relCUpPsWZtxpjwusqevJrpNKtkuIRuHzCnW6JdWOxvvCjQ3WG4lRmHBx1rrlFRRcdZCalo8ZjY4HSuFv7cQykDsa9L1aaJotpPPtXBaxB829Tkelcco2Q69rGMODSsQRmm9qOoxUo4kSocipBjNV4jzg1MDVDfcvQMCMGiaPBzUED4YVfYBo8+1Yv3ZXF0KcMnlvg9DT5Uw25ehqB/vEVbtpFlTy261ugWqsUZm5A96aAvn4JO3PXFXZ9OlUb8ZQc5qkwGeDz2rpw/UNka+nyCOdHK8ZweOoqPWAv2twjArgY+lLY5Egyag1SIiUKfvYzXX9kVxmnoGkY5wyqWH9a3mubW10Z7GTZIVTfGejBj3FYOj4+3KkmcEFT9Kk1uaBr4+SMJGoRffFck3a53UJqNJ6a7F2x1fbtSY81oveJICY17VxUUv+k7n+7WzaahGlwF25zXnzocic4o55QbV0WBdTw3JJyFp8mrpIrQuA4IwVIqW8QTxhlQg47isOWBorgFulRCpKVO73JbfLcr3GhTSSl7ZA0R5Ge3tRXU2uBbqAB+dFdcZy5VqLmRQ8VXBuVhgXOC5PHpWh4Ti8mHnrVRkjNwiS9QmAfetLTyLdSBxWkYuxtBdWTarP5h2A1yV8u3NbN9JIZyy1kXltM6luOal3vYcleRz84zmq1pD5mpQr2LCttNMMgBZgPxqSLTI7S6jl3A4Oa16WKaseq2Gkxz6KCFAbbXlHjHS5LK8Jx8jd69J0vxVbwWYgZTkjHtWD4me21KPjJz0rGUbSUkZuNzy+1k2sFNdXYxq1ssvc9azbjRgMOhwQa0LMPBAUY9farmot3FyO5NZybLsR9y9dbb9cVydkm6+jJ65rrLfrUw3PrMhhahN92XY/vCtrUSE0S29TWLEctW3qwQaTZAEklcnPauuGzO6v8AxYepRs009owJSWkPUg9K04LTTduGuZl9s5rk7YFpTg96uv8AezkilCVuhVbDNuykzrraDTog6peuN67TnmgaVprZ/wBNlH41U0SISWtwWwcJkEjNYc07F2IYjnpmt3K0U7HmwoSnUlGM3obOq+GdL1C02fbpI5FB2OTkA+4715fcQSWF5LbyY3xMVJHT6iuzaZ8ffb865TVAW1S4PJyR/KvOxaUrNI4czwPs4e1bu9ijeOZIPXAqpZtkY9qtyRlo8c5qvDbyRSdDiuTkk1qjwrPcmZAjA1pySq1ocH0qs0JdMgc1EFdY2U0Um47iaZTkmGXBPepNJfdeAetUZkcu2ATzVjRldb8bgQM96cFZ3ItZm3rEeIhx1Fc6FKSjjiur1lf9HB9q5242GAMvUVm9XcuSN2Ft1gf92sm3maO5k8tyjdMj+vqKtabdLJaFCecVWEG2cv6iumM/eTQI0LPPl3FvZRgK6gvEX+cNnqh9PUe9dHaTaXqclp/ZsG2NUGRJwVkzhkPr+dcW8pil3A4z0PpT9HsbdtVSaC4ME5bLRSuRFNn3H3T9a7qeIjL3ZaM6KdZxRsePGWDXIYLf/ViFW65wTnisu3RLlBnritDxLEXmZiu1o8Ljrise3YxgOOneuKurTbexnOV53NCMsgMTHis17PF55nvWkzCSMMPvCmowk5qE703EmV7A0O1B6YrNuYCmSPrWjPOEjx6VUE6zKRxmowbbTjIile420XYm7NasOsbYDCx+hrG27OM8VXdyj9a6qV4uxXNqbttrZilIPSoX1WSK93RZ+Y1iM/zZpWnKOjj+E1o5O+pSlbU6q4mupI/O3EjHSsG4vWmypBBB6VpQaolzaFYz82OlYs9tcJcGVlOwnqBWda1tBTbe4wjg0ypqiasImImdrbhVgYkAIPP86r5HSnR7gw2DPtWiaKTWzJkJU81pW77kwalstJa6QMwxWvBoSxDLHtROjJrQOXXQwWthJLjOBVldORRuEnIpNSMNtNsD4NZUtxKD8spNFNpaSQcrubtxdMlnJGwDDaRmuat8GT2xU/2mRUKvyCMZqOFQpIPDYrqoPcUndaG5oqiW8jBBbHb1qPV0eW+lLfK4PK07Rd32xdmcjnIo1Uq9wZAW3kktmuuTtAmOpFpKg6jajG5jMoCnvXqj6VBdhkOiW3PqAK8ns3xdQFeHjcMDXfjxFfL/AMtKwi47SPdyzCyrQlypHA+IdAu9GvWjuYPLVyTGVOQR7Gs9bhbKBDCA0p5LHnFdp4pv5tQsovOO7a+R+VcS1s0koVe9ckkrtI4cbQeHrODZraZrV67hCFkHcFa3X0+01NB58LQue69KZoeiCKEOSNx9q1zHLAw3JlR6VSw8OpyXutCvB4ZkSELFOrJ2JorZiuY/LHUUVp9XiQcDPOwHmSKMjvTYLszA4lAI9DVFrhgvlyqcHvVUWjRt5kLHB9Km2h1F+6vfJkCyPjPepBKrw7lfPHSs59s42zDkd6haOW3+aI5XuPahJBqSrfReeUkJX2NOvJPLxImWSoClvdplwA9InmwrtcFo+lNpD3LsN9FLb/u/vU221lYXMdxH34PaqL24YebAdre1RQlriXyHjPmHpjvTSQJN6I076c8SwIGHpSR3QljCSQtG5GQGGK1NK0j7Mkh8t7m5A3LHn5RWReXB1CbEjFXQkBcYK+1To3odtXBSo0lOro3siTTZ5F1IRsny9dwrrLeVSKyPDOj3F9ffMCIlGDJ/Su6OiafBAVZtrY+9nmmot6o9vKq0KWHtLdsyYpgTW7rZKabZFsAMmRXPG1kimxGRImeGX0ra8T4W009cnmLJrWD9xs7q1nWp28/yMOz5cn3NWmzv6dKrWWMHqTU5+/jOaiOx1z+NnUaD/wAeF5xxs61zcwCuQM10mh5/sq6Yd1rm5zmRvrXRU+BHm4VXr1CItXHa9dT2utSOibk4JHfpXXE45rkPEZlj1eRwN8ZVcj04rj6mecx/2b5kLarHdQYX5ZBUFvq8lu+24jyp6N2qAW0d0vmRHa49OtMWRo28q6QEdN3ar5T5U1pL9lxJDhh6VJBqkE/ySLsf0IrLFo8Z327ZTrt7UqvBckxSp5cg9alwT2CxckvFtZtzR74z3Aq7Hf2kyCWHaGFZDpNbD5h50Xr3FILOK4UzWsmx+4H9RRyA7G4msQzt5Vwu3HFQXJt0IYLuQ1jlyp8q6TH+0On/ANarEcUqpmNvMQ9iaXskKyNO0SzkOYnAJ7Uy6mhtpliZsZ71SW1DHemYpKbcRs6hbpMj+8KfskGhLeIpi3Kcjviiw8uZhhhkGqSwzQjMTebH/dJ5/CnRxKz+ZA5jlHUdKToq9wsjpLtw9uA7c4xyar6ZYLPJtkOEzVHzZJ4/JnBVuxqaya9tZAgUyIehHWpq0nMHBM1tU0xLSEmBs98VlQRTFWbYcVblt9UuJVaPIXqVk4rQRJDAVkMaNjtzThhZ9ECijmLkSFyNrVRJkhlB2MB9K7AJHACZNrj1FV3NozltvA9RWiwdVPmSJjTtqYo3PHnac/SoJFyeldjaPYum1lA96ja102W5C5UHPSpq05XvsRKk9zh5coaYX3RnPWvQJdI09gMhRSReGtPdc/KRT5W4lcjscDYXX2e4BPK55FelWVlDqelb48HIqm3hWyzlVX8K3NDsxpZMf/LNu3pWVSnJ62DkZ5zfWz2l5JCykEHiqjDIr03xJolrqEe+IAS9iOtY1j4UVcNP8xrKNOd7WMnTlc4yK2mlOEjJ/Cuq0Pw+Th5V/OumtdHgQgLGMDvVi6nis4tseNw9K6oUuXWRapoqmKCyj7ZFZN7qXXBwvrQ5uL2U43Ypr6E0n+sbr2qm5dCmn0OP1G1OoXW+OQginxaPcKASSa7C28NxRNuPAq7LaxJDsjA3VHs29wtpqcRcabKsIfHA6mqCEtJ97tXWXdrdRWcxYDbtNcjar5jNkmtKMWkZVbJXRu6OHScFRk4zj1FJqPyz885qXRiftnBGQOppmsYEjYbkHNdMvhMItohsE/0sKRnJ4rpsVzWnMGnQng54rpMkjiuR7n2PD69yfqh01ol5bBWOMGsebTEtiW3c+tbJZRalmbHNcTr2vLDL5SuTk44NZ8l1oeZnUf8Aa2/IvXOv3OmplJCQKbZ+PZ5HCTw7l9q59pVvIRlvwqKGwZXGBnmiHN3PGZ6TD4htZIg+GXPbFFctbiVIVUxnI9aK2sw1FuTuiKsmGFZ1teLuKdGz09at+INUitbpMY2k9qrosE6+fHjJFJq2x1DrlGIEi1DFcA/Kenf2pF1FBMYpOD70T2xLedD1pRH6CNCVfcp+X2qeGT+B+VPemW8u75WGMdR6V19npVp4g8PyR2UEUWrWgzgHHnCs51PZ77DiuZnKvBJD80YLKe1TwFreVXVAsrDrjoKSG5mtC8MkTLKhwUcYKn6VWmaWOTzWYkk5NOalJWietljwtGSrV3rsl2O+0sQw23mQEtxlieoNc94st7SYpqNsAk+7bKF4De/1qlaaxPHCRGx5GDiuqi8P2Vx4Ze4vJX+1yjdGA3IPbisHiPZuMWe1mEKNWjJ35m9rDvA95G1jOixnzAu4tnr+FYWq+I7r7fMkMu0ZKk1J4fvjopbMRZmG10PFW7PRtN1fUpZ4JcSE7mgk7H1q3PmSjE0wFOFCHNUjpZGdomqXP9oJHuLBjXb6nBJqFsZNrKLePr24p2m+HtPsJxcTtGpA5I4FWNX1OOXTriC2UpEF+8P4v/rVnOpOguXqxYnFKrWi6MdupzVmOfwqbpIcmo7TjNPGPNOa647HbPdnV6Idui3hz0FcvK2ZWOOtdFYzSw6FIEhLLK212H8HHWuakOJDnrXRV+FHBhFerUfmITxzXNazuXV8sMxtGtdI1YmrgSX8USqS5THHeuS+plm6/wBmfqjJOmTSxyXVpE/lIfndRwPrUSlH+S4Xn1NekeGraDQtKuxqcyxxXa4Kt0HFefzRpNuKHIUnp6etTRq+1k4rofKzhy2KzB7Rt0XKf3ad5UN8uQNsg/OlVYpIiqOS6/eU9f8A9VCRJIhaHcrr95T1Hv8ASuxUJ9iLMajy2zCOUb09aka1RmEtu20nriozIGG12wfekzLCQ68r7VDi09RFkwrIAkqgk96Z9kltvmhbKf3e1TR3KXCfLww7GlR54ZdoUyZ7ClZCuOilS7URuNkgqdcRfupsOp796SHTy8pluSqnrtU/1q19pgtWwkYUHsACT+JqoxbLUGyn/Zh83fbhlB6hhxV6PQopSGkYbh/dH9aSKR5pMuWKk5wc9K1IHVFAAbI4BIwP51p7JdWVyIbFp1pbqN6hyP7xqfzo1UiNQoxjpVC5uzE2SVOR0BxiqrXLmI4JyeTzW1OKWxdrKxcuL3AI3ZA6k9Kw7nUmVs4znjjqahnllAIySvJyD/OsC9uJonJA3AZIHet+Yl6G01+wGcsVYYPXilW6O0YJA9Ca5qHVCTllbb0JPH4VKtzK5IRgw6jBxn2oUgvodIbk8fLjBz0qVdl4QpYpKOVcHvWKl4w2lgemMHirEVwBOj5PPH/6qmcIzVmK1zet2uGJtLslW/hfsajE9/pFztmLPbk8P6fWtCxeK8iEcuD/AHXq40RjHkXK+ZEeA2OlcLpW0ZnsUrvULyOFbm3BkjHJAq7p/iBbyAMnLDqKfBZGxU7Bvt25x6VSfSlS5+22BAOfmXsfrQ6bWoXNOy16KW6aGb5HHY1PcapHHIAWwD05rHutPi1NA6ExXKeh5BqNLE3cDW10Nso6MO/vSakgvc6Y6gsdruQg57iq1qqXbl5GB/GuZtzd2UhtLhiUPCP/AI1G91eaLdhpMtbOfvD+Go1WoHcYgi4QDNSKiAb3P4Vy1zqU8ES3cSGSLGSF549atLrkOoWYkiY/TvVXsM1JWmmmCRDCeoqyYY4Eywy9Yum65A26MMPMHBBNWkvd0/71hj0Jpc3QGLqEDzafctjAEbH9K82s+Nw6e9ek6pqAOnTrGP8Almf5V5rb8cn05qo7nPXNvRcecCxABPX0qPVFJmfJLYPJ9RTtPGNvSluVzKxxn2rVv3TBDNL2faQDnb1BroCcdKwLAxtcIqcEMflX+tb9cktz7Hh7+HP1Rna9K8elEx5B3AVwNzoN/fSeYisST3FeqLapdxMjDI4NXrbT4oE+4BRTOHO9MT8keZ6d4UvEUNIT9K6zTdFSAbplBx6iuqjt0OW2gAVja1qMUEZjiOX9q392OrPFtcpXDWwlIyBiiufNpfXBMhyMmip5n2DQxdXsmudrA5APer0FvHZ2qfN29adLKJQSB1NY2rG5hCgH92TU21NSbVLPzh50R+ccinaXqKyJ5b8SLwQaS1u1eJQSMjqKbc2OyQXcAPqQO9VoK5fuI/l86LqOoqW01Ce2ZLm0maKdDlWU8j/61Z9lqAaXY5+U1Ynt/L3OnQ81Dino9mPzR0zeMNI1faniLTCtyBj7Vb8FvqKsD/hC2TJurp1PO0qa4NlS8jaLpIvSq9pK8Ev2e4PI6E9xWTwsb2Ta+Zoqr3sd2/iLw9pjgabpLSOOjzcCsm68RX11qYvGKhQMeUvCgelUGhWeL5cbqzxK9pNtk+6aI4WmvN+ZrTxVSnJSi7WOqfUIbqbePl3Doe1PDw+YkwlKMv8AEhwa5ySQgB4jx7U+21FnbYWwwrGWHlfQ+ow2dYeVO1XRnoum3+mmFo73UWn3kFd3aptUv7WaPy7RlKYwcHmvMpdQMMxJQ4z1rb0a+F3IcY+76VjHD1Fe70ChVwtWqlGpfyOpsxkE1I67ZODn3FNs/wDUt9KQ8HANegtj0HdzZ1+ksR4bu8gY7e9cjLzI3sa6rTGx4Xu/rXKyffNb1fhRw4JfvKvqNPSg65ZaOpaSyE12V+RsdqQmuf1+UC+gQnG6Pj864qlP2nusWatrDNoLzWZtZcm5fHPyoOgrNmWS0cOh+X1Has26eWCcMo4rTtLuO6i8tyDkYraEVFe6rHx7bb1DyINQZZI3+z3S/ddeAfrU8Ucxn2TJ9nvk5XA+SUeo9/bpWXcLJYXG5c+WT+VblhdRXsKwzgEDlT3B9Qa66dboxpu9mNnskvImZYzHOv30PGT6iscvLattY5QnrXVNE6FWJBk/hcHg/WiPSo9Rmy8LHP3wv3T757VtdMvQ5iMCdv3LBZfTPWtnSbDUbweYqBYxwzO2OR+takfgi0tZPNkuWKZyE5GPx9atuI7YFIiQD1OeSaznSjuTyq9ylPaNEpUurMeOOBWcyCNyXKh+3vV+4PJO8Aj05qsZwVKsQy+uKbStoUtAhnGQFUZ9jV7ziEwOQOvrWMkDCQyRHCqckY/TirnnB48CTAHXHWs5XQ1ZlO8uVMhBUjPc1LHNGYAMZGOCDVC8KnOG46YJrHn1J7Ziq8jHINaQelwb11NWd1LkKQD064zVCawmuAcAYHTtzWNJrRD7nRvwNall4qsoox9pkKAdSVJI/AU+Z3FdMoT2EqKQQQ3U56Gs4745BgnAOOT0rpf+Ep0a8YwiUFicASKUJPsSMfgarTaem4PE3mRNk5YDch9DjqKHJpBZMoLckqFdsEH1qxFcsSQRwvKnPJ9qgmsGVvmIOOoB5qa2sJ5iCgKgHkk9aFO40n0Ov8M3SsyI+SOQcdq7JYlZAOHQ15/oDLYahtZ96Nztz04rvIXKKJISSh6qe1Jq7uYz0ZI5a2jwq7oz2qkylW8+0PH8SVpRuk44OD3U1BJaPE5ltwf9odqhklCVRcjzbdtk69qSC8W4JhuF8u4Xp7/SrJSO4bzIhsnHVfWq9zbJeLhh5c69GFJghSySP5Fyoz/C/rU1xBE9uYJ1DIRwxqjbSF3+y3vyuOFkPer6/uj5Nx8yH7rHtQuwFKxtjaMbdvmtj93PamHSBYXRltxmF/vKOlaRiMQK/ejPQ+lQLcvav5coJhPf0qeVbAc/rWlvbzLqFicMPvAdxUjtcahpwmtpCsq9vQ1uXCbQSMNC3asxU+wTeZEMxN1A9KhwSYXM631eaWwntp1xMqkMD3rHt84AwOldHqenxzwNd2/DbT0rnbc5Y8YFEFbQxrbGzp5AkAK8D0qW8kCygIeAM/jUFjzJgHntUd+2ZTjgDFayXu2OdIn0fH2thgZ3ZrbPWsPRsfaQ5x0IzW2etcktz7Hhz+FP5F7T5ChbAyTWzhIovMmIA9DXP292lkryv0AqtLdz6rOAkuIc8+ppQlZM5c8X+0r0NO7v5boGG0U46bqpppMcKmW5bc/Xmr/2y3061CouXx1rME13qEp3KViNW2eK0VpdWtYJDGoXAoq5/ZNj/Ht3d+KKWvcnXsecx3LRymOQVa/d3kRjbp2pNTtM/vFXGe4rOtLgxz4JqkiluUbyN7K5G3O3Nbmn3akBWGUam6laCeASKKihhCWoG7DDkUSlyg3YbqWnNC/nwAgE5qzptyJ4dkh+YetWbG6S5hMEnJ6c1RuLM2dx5keduaa10HsMvYGilEseR9Kiu7cX1uJEP75a2I9t3CDxkdRWc6PbXW4D5c4IprzHsUdPv2hmEU3DDitm8tY7yHenU1malYeaguYBz14qfSL7IEcnUcEU33QEEJe1k8uT7h4FJeW7JiaE571tXVpHOhboaoQERSeTKMg8fWoUtbj8ivbzLexFG+/05rX8L2rQXNwSeNvA9KzbzTjC/wBot/qQO9bvhyQTQySDrkA1M2uU9TJ43xkfmddaf6g03uafajFuxNIy7XIzkdiO9PofW395nUafgeF7nJ7iuWkxvNblvbv/AGHJcKV2jKsCOT9KwW+9W1b4UceEVp1H5iNxiuV8YW0rTWs8fBVCPrzXVMc1g+ILlI57WKTGJAetcy+JEZqv9ll/XU5+znjvI/Kk++Ko3MVxp1x5iZK55q3e2DxOLi26+3epra6S/gMc2BIOCDWyVz45klrexalEEfBPSlW2msZwIwzoT0FZ6WE1rdh4uc9B2+tdbYBp0EaI0j45wCawrStpFajSuXLSfOnu8sZkZMABQT/KtPTZ9TnKokQgiz902ZP5sJc/iQKpQWE4GBuj553W24D8WUitO1gZpo4na3kPUkwoDgD/AGcEfiK9ChGSgubsV5Fe5vpLm9khaQuYMqdiHCn3Y8A+wz9ay7ufyzgv1PTua3J0gjt3Ku07ZziMZVfYEfKPwyfU1yt+481jjBI4GcmrkupTYyW8ERO07nPY81Va5VwMt847AZFVpwRwRhSRzUT5TYFA5BJPQAg+1KysJkrTkOS7lBnqxI/LFWIruNojsYtjgEZ5/OubvnuZmJ85k9NgHP55q7ock7S+TLJ5xPJBAG0e5ApSirAnqaE4DgkA57YNYF9DK7geWw98cfnXWyRAj5EDY64Gao3ESyruDgHpt6D8qzi7PUpq5yH2KQMSQSDUF7o00tuXt0O9cEAdSQc8V1HlbckgsR7ihZxEc4246jHWtL9hcqPNhY38k5jME28nLAqfzNblq2rW0RCiYoBgkjIArtE1MykIVUge2TUjpHJE0jqSB1AGKpyuLl7HIRXV+8u8QsI8YIxjNa9vqt3DGyGJVZgRvGSRnuBXR21r9pAICKm0BiR0H+NXRolqYwyqSTwWJ5qbpu47W2ZxVqzrKf3hZiMkOSM+9b1nqt/BxDco+P4EJ4FdLpWhWSXJkaBHI4wwrfh0W1Cb1hRSecbRVRrNKyIndWuYOh391eyHzdobsADk/wBK663udo2TIVPuKz5NOy2+FRHIPQYzSx3hLi3vAFbs9RfW5l1Lt3pgk/f23D9eO9ZxxKdkw2SjofWtWOZrXqd0frT7m1hv496YDjuKGuoGFNaicFJBhh0aoYZXif7Ld/MvRXq/hoW8q4Bx2anmySdCr8jsalLsBEA1vhW+eFuh9KdLaLJH0DKehqBXksn8mcb4T0PpVxcxKGjO+I1VlYRljNoTFIcwn9Kjb7PICkciyL7HOK1bmGGaBizAJjkntXPwzWOkrKsJSQs33VOTmsptJXZ0UKEq01CCu2VLuWXT1kQAmF1I+lc9b8sR6V3l7DNc6M08sUWwqSNg5H1ri9PSM3cauQI2YbiTjAzUwlzGGPw7oT5JM0bAgOPfGOaZqDZmc4PX1rRvrSGy1q4trd90KsNjZ3cY9azL4eXIVyT7+tavY47aEulRbR5ucgHkVuVg2D+WQoGckdDWx5hJrjlufY8Oa05r0JLiNZrKRGOMiuYikutG1AoXYwOeCe1dE920EZcBTg9GGRVzT9Os/EcqwzIYiBlgp6+4rOLXNy9S85wFWp++g1ZHLXeqXNpOJ3UvGepB6VfbxGPIVkAUHvWtrPgu5tbaVLeQXMKjhf4wP61wltE0UjW0n3e2e1aONnY+anCcHZrc7O2mguIBK0xJb/aorg5RcWsrRxOVTOQM0VGhHObMcgubId8Vz2pQm3mEqA471b0C83IEJ4PrV/UbZZY2BHBFdVrD6FfTLpZ4TG2OlUdSjlVXSM4xytR2qtZy5z8uea6SezjvdOEqDD4zSVmS0cVpt7Is/wA/DA812cLLe2/IBOOa5GbT3W681RjnmtaxupLJwjfdPSm0tgWxPGzWl4VIO2r11AJ4d8fIIp0yJdQb0A31BY3WwmN+g7Gp39SirbSeQxhlHytwM1UvrRrWcXEIO3rxWtf2fm4eMZPWm20izRm2nHPTmmtdOotgsLhbiDORmob6BmXcowc8VY0bw7eXGrhIgyWhOXkxwB7V3PiO3sdO0O3sIkj8yR8kkfNgDr+tS1c3VCUqbm9EjzyxvCT5M647c10Ol20dukhjxh23cVk3NpGyNgYYcg1paJIzWQDH5gxFZz2PTyFXxXomdVCP9DzmoB1qaJv9C61CgLuAASScVZ9QtLnTwEL4SkB/v9u9cux+auzg02eXw/8AZgVSRm3YNZyeD7l0y1zEsn93BIrepBySseZh8VRpObnK12c2T0rnPFtt9pjtip+Zd2K6/U9JvNLcfaEBQ9HXlf8A61cj4juDCttJtym8hvyrm5bSVzXMJxqYKcoO6/4Jg2GoNE/2a678AnvVi90vav2u2kwx7DvQ0SSNFcxhSyMGHfOO1bzRW2pIslkoinwS0A4V/dPQ+q/lWjlZ2Z8nChKpByhrYz9Is7q/uYxIqrGOWLsAPyyM/mK6qOKKAbXu7ULnG3EKgewLSn+Vci9uoLfvoI8/89IN/wCdPjluERY7a+8PQ4AG42ILcevHWuilGmtepnFpdTuopoUiLw3MXqfJMTc+vyvmobe+NwJ5pDG4TCoHUnJPfaCc/TNclHeTIjJfapaXkhx5Yhtli2468gcg+9aWmEXgaCW5Nv5gOPL3AZHTJAHbit3KLdk0Umma8l5K8ZWUylQOjlYxj2UdBXN6k9spO0IrnvyTVi50Q2bl3lmbjhgSQfxzVJxK5CbWYdCCRmspSinrJFalJQJpArE8jk9vY/SrsOnNcShFIyDkoRzjoceoq1b2Q8wkIdnpkHHvWuqjagZASv3WAAI9s1k6sb6ahYwv+EXimjdJpAGGQHjJVl+oIwagbTE0xNiOz+rk8n6+1dNM7bTlicDjIwRXPX7sWOSTjoDzUSqOWnQaSI4p+AMn3BpsjCViBgD29KroSTk9M1djCvHjbz3P9BUOdtS4q5Se3IOVIJNRzWJkXLZz3J71rR25zgKSPWrLwEqBjgCo+sW0Y3FM5+OCNMYXBHTirkcYcFiBgjpjrVmW2wemKSGEh+uSRzQ8WugKCLNtGAqrjAAyfc1pKMAKpwMciq0MLHGBWhHECwzwaz+sN7DcbMmt0KpuXAYZx/SrUOq7HEF0nluOh9aryBolHln5h8x+lWWa21LEU6hJgOpGK66Dbictb4jTSZHUEEEHuKrXdgtzzjnsazCt1pcmGy8B6Gtm2uo5UDRsDntW25kZaG5sm2SDfFWhC6n95bt9VzVt1SVTkD6VmS2csL+bbk8dqYWNAvFdJslADetV3R7Pgruj9u1NhuIrhdsnySjjmraSFR5co3L60mtboZTIS5iJxuFLfJNaGCXyVW3dcHZ0zUrWzQP5kRyh6itC1uYZbc29wu+E9u6/Suesqikpx6bouHLZxZzN9JtgcQxGbepzGK5Xw/Z21peT704lP3W/gNeitobW8pmsJklRjyrHmszVfCFzdN9otlEUxHzDPBrmqVoy97m+R72XYmjQl7OUf+3ilc362FvNAXV43QjFcJag7jgjHvXdW2jx6PbXFzrQWRthVFU5Arhol6+hPFPDVfaN2Rw59Up1JR5PvNK0J3ZHpjim6gT5vTFLax7nORn0FJfElwcYIrt+yeA9iXTv3lzDGSAMnn2rpxoj+XvNxCB/vVyVuzLdQ/KMY54rQkc4+9+tcNWooPY+t4dU5Rmou2xupotvOpjuL6JAem085ql5U2nailxaSENC2DnoR71ihna4jwT94c1tXInii82QNtl+6x74qIVVfmtZnq46hOpVp0XO6b1+R0OpX8wNtqds2+BwFkA7e9YHijw6bi1fWbBPmA3Sxjv7iqlvrktlG8aYeJ/vRt0rtfDF/bXemujnC4wVbtVwlGb1Zz5hguSjaS0Wz8jxJr0SHLLz0or0S6+H+jG7mdtQMYdyypn7oPaisZYmim00z5p4SrfY8vCNpt8MH5Ca6dWFza9MnFZTxpqFmD3A7VY0mXZmJjypxXpSRypmXqsptlORWloWo+fbiIt0HTNJrdkJ4GIHUVzGnXD2V2AexwalPUOp1N5GIZ84yrVQvBhR+lbihL22DDHSsy5hMoMWPnWiceorj9Fvcny2PPvWhd2m1vOjAx3xXNG0uraQTIpOOuBXVWMk0lkjTwSpHJwrOhAJ9jWcZxl11BNPYZa3GCA3INaWl+Hzq+qpJtZYEOXI7+1VdP0ia91NLaNTsY5LAfdFeim607wzpoGA0uMIncn1onO0eZHdhMNKtJaXF1E2Wi2aRhcy8eXEOK8+8QwXovP7WaRprSQBWU9bb2P+z6H861xcy6peNcXcmHP3R2X2q4zoIHjlUMjgo4PQg8Vz0pveR9JWy1Soezb945aBFudqb1BfgFjgCrcOm3WnuY2j3c9UO5T+IrnbK78m6ltCTmNyFz3Gf8K6GxLea2GYDJ6HFVXmotGGQ4blc6t9VdHQQpIdPBCnr0xzW14e0fzSLyZiNp+Vf8a58SyxqDHM6k+9dR4avp54pI5SGA5BJ5NaUakZSSZ3Y72saTcWX9c19NJtgQBvPQVyUfje5eYGRzszyF/+vU/jyznkjgnUExBsPjtXIraP5RbHyjrSr1KinbZGmXYLCzw/NLVs9O0rXoNVHkyqrqf7y9fwrF8ZeFbRtOkubVQqjl4+wHqKwvChn/tgQx5IPJr0PVbWPULGe0kYhZEI3Dsa1pT9rBuR5WY4aNCq6dN6NHgMdveWmoC1EbOjn5MV0C2JiUDpIOSwPeiy1ERztFJtM0bNGT9Dit+wtYrty8sixRKMsSeT9K56k3J8iNsnwkKVP6zPV/10M024vULKn+mqMumOJh/eH+0PTv2rnr/TQf8ASbbhhyQK63V76OZoo7eNYooP9WwGG+pNZs7tKr3YC5B/foBj/gYHp6/nVwqrm5H0OfNMrfK8TTja+67ehS8K2/8AamqJHIv3fvDFeoDRbWJQqxKD2OK5TwfaRDVHuYwADtyPxr0B9uc56+tdMVo2eBA5280iFzgjIz0JrLl8P22cmIEfSuydVI5AJ+lUZADnABpOKe5WxzsWmQxHCqB6nOc090EXAUED2rVdBncQM9h6VUuSApAAz9KrlSQrmTdyDZyuAemBXPXSKzEqefcit+6UkEseT0BrDnTDEAd/SsJy7FIoBBuIAOa0bWMHG7AA6/41FFEpIC9e9XI0VCFBye4xzWMnctOzL0QUKAFHtn+dO8oHJ457YqFHxwTk9zVhCMEdj+tYSVykys8AYk44qNLbaxI7Cr+AT15PtRsHPHasHF9ylLuQR5V/UY61biyecVAABk4wRUyuAo6VUYu9h3uUta1F7GaB0GRtO7H1FWrLU7HWYFcOEnHvyKx9RnimuSkuAOgz3rBuLSS0kEtq5HPavXpNxjY4qusmz0aO7aNvKvAHjPAaklsyjGawfI/u5rltI8SCbFvejnHU10SCSEedaybkPO2tlZmRetr9Zh5cv7uUetaaSDZhx+NZYFnqMQ6JcD880tvcS2UoguxujPR6a31Gi3Pp6TjehAbsRUMV29r+6ukJXs1XSm1RJbvuQ9hTtsVzEVcDOOho2AISpTfEwZD2pr24YmSLhhziqJhmsZS8JJTutX7a7huhnOyQdQaNGGw1cuOQVb1qjdm+hO+OeRk/u5rUc54AwfWmoNyMj/f/AIfQ+1ZyjDeSKvbZmLLcLNZzOcFwhyr89q85XliQepr0bVbArbzSRZB2nIrzaFsEipklfQwrN21NaxLbk7k0l6yrL83IPtS6cwM6bmwFwc0uqurTll6VbXumFyO3Je7QE9BxirL7v7prJjkdZkZThu1Xxa3MsHnLICPY159enKT90+oyDG0aCn7V22Gq2y4Uu21Qa6SO7Go6WtrdxnCH924OK56PSmkhFwJNzr2Par9teG6gMJYLIvBFFLBRn/F/A6sxzmlOyo7rqSfYbSO5DO7soOduOKtyeIJYmNvBEIkIwCBVNG8xTE5+cdDUE0fmJt6OOhq5YOmnfc8atmOIrK0pGRe/b3umYzStnoc0VfW4IGJE+YcGitVFI5fbT7nGaPe+Wwjf7prTlH2e6WVfut1rEWIxwhgOetatrN9tsyh++ORmtac1NW6mb0ZttiaAdwRXO3emqLguo4PWtfTJ/MhMbfeXipriMMDxUTGrbmZpF2YZTbOeD0zWhdIEkWdRyvWsG5VkuA6D5geK2Le4FzCGPXGCKcHzLUTOv0RkKxXkMUbsg+6wBBrd1aW91/w+8dm2+5iYPLZHH7wDuh6gj9a8/wBL1GTS7ry85ic/L7V1sTF2WdJGjkHKuhwQa8uth5KrzR3NaVTlTT2KOjaxDZRyt5cq3PK7DwB9e4rn76/urq9Z7pyZM/L6AegrqL7XbRrhU17TFnY8C7tzsk/Hsak/s/wfqEZnN5cps5Ktw35d63eIkvjg/kdEa00kqc7WMKyvcrzkMK3NCtLnV75SQVtkYF3PQ+w9aqNrPg/TXYWlhdXsqnGZflX9f8Kra34o1DU9O8m0MdpaY5jgGCfYn/DFc8o1aulONl5nrf21NU+WVm+6G+LtLsP+EhS90qMJErAS7D8pbPJA9KlshvOcAcnmsjTtW8xDbz7d2MDPf/A1p2MqLwGIwehFE4yioxl0Pcy2FGNFyou/NqajDHQ8Va0++nsZxJFhgPvITjcKoGZSf9YpH1p8ciqQd6fi1VB2lc6JwUotS2Z2tjrljqm6AgByPmikHP5Gqz+D9Kubl3j8+Iv1jWX5fwB6fhXKSawlqdkaK8g56cfn/hWyl/eavpAudLugXTh4n5ZT6ZFb1cbGCtP7zyKuEqUJJ05cqfU6ew0K00lCLURo7dXdsmqGvTm2sJ/I1SAXIQlIm6sfQVkw3d1pekSXGpTgynJjDcYPYVyH21TcLLK32iUnuPT+lctPG1KjcY6JEQwkqkpTqVLpde5vaDaabcacdM1S3hSSRi0V0n3mc84+v6GqM+k6lY3Mlu9rMwU4WRVyrD1zXL6vql00wI4iByNvGPp6Vo2XxB17TghedL236ETJlgP94c1rLC1m+eGvkcyzSnhKjhQ1j57XKmr3U1hMsbwsM9WParejR317MotbWSVj0wpwR3yfSutsfHNnqsO77DbvLjoyg8/jWLrHxC1yykMMVta2kJ4Dxpk/rxQlWS5FTt53OStmNWrVVWU9tl0N7w94dm0G5/02dQ0xLRRKfuDPAPqef0rq2BGM9TzXnPhjVZNR1ZZrqdpZuu5jk16Qzo4yB2GTjFehQjJRtPc89yTbaK8r4BOKoyufQYq7MVIPIPpWdMS2cZrRp9ATKzuTyOlVJXJbIPT36VNO4UHvjtWfJKSCOtS00tRFO7YsSBk/j0rOlTIwR71ellGScDNVJmDDGDk/kKwmm9hpldPlJIAzUqthiScn1qHkZGQCOaWM889BWLTQ0y0CQM561YST5cZ5qgJQTx0z+dPEuGBz0rOWrKTNRCAcdx796dkYIz2qhFPySTzUhmBGRgE0lFplXuiVnHIOTxmq004XGCcHj6UySUhM9Owqjkz3CIThSwBNaIdwnit74bGYB85FVGguLLiQF4v73pV3VvDt1Yv9qs2LoeSvWoLHWFk/cXK9OCG6ivQjGy0OKTu7lC4s47hd8LYbrS2Ot3mlP5cpLR571rz6QHHn2L+5Xsay5og+YrmMo49afoKx1FpeW2oIssUgSXrxWkmoNkR3iBk6BsV5ntutMl3wsSmcgCup0rxNb3Vv5FwAH6c0XvoCOpV57X97anfF1K1chvYrsfL+7m7rWHBcvAN8Db4zzirim3vgGRvKmH4U0+gN9TbWT5dk3X1qvPpwx5kZIPXiqBuri2wlyu5B0cVowXmUG1gyVSswKq6k9t+6uFJHZq0o/Mnt98Y3DqCKhlgiux0FFrePpbBGTMR61M7tNMcYpstyxC/tZEZgkhXac+/Ga8hmtZLa4kgnXZLE5Rl7gg16vNdRzSySwNwU3EVgeN9LjmtLTXYMAyhY58dzjhv6Vw06jUuSXQirHQ5O0AySB1pbxVyqqpLHsDya1fDWizaxfpCoZYhy8mOAK6y+1Xw74Wl+zWdks96owXxkg+7Hp+FdUmtjJQutTziOxuFvIBJbTIhYAsyEA/jir5jk0W+aGTJt5DwfSr154u1jV76C2nnWK1dx8kS8HB7nrWxqlgL2BkdfmHQ1MU9zSCSvYwyDayeZHzE/XHpVC8sngnF5ATtPJAq3aFoZGsrnt90mr0EJedbRuVkOFq33ZRQi2zxrKh+bvVpVWQB8fMOtUriFtKvnQ52biCD2q0CBiWM5B6073VwEkgikfcRzRTyAx3L0NFZ8rDQ4zT9P+3xhAP4c1Nq1ouj29vIBg7sH6Va0O5WxmZXHbFUPFupR3rRR8gJ+tcdNyVRWHJ9COOYQ3aTL/q5OtbJUOmRXJWc5aIwyHpytdNp0vnW2M8rwa9Fq6J20FtNO8+/D7dy+mKXVtOGl3SyxgiN/vCt7w0U/tEwyDhuVrrdX0KDUdPeJ0HK8GuGTcJ3LVNyV0eVToJ4cL94cgitbQNTafFtK2HXgZ71ky28mnXT20h5U8H1FQzq9vMt1EceuO1dUkpK6IvbU6TV1F0jRNwy9Ca5qG7aObyyTlT0rvtH8Pf2vBHczsWyM8VJqHw/imLSxkrJ2xXHGuoPUlS10OEvLbzkFzD97+IU3Tp9svluP3bcfSrTRyabevazrgqcHPeq17bPA3nRco3NdSa6FJ21GapaG3YyR9OoqCy1eSMhWbitGynS+ga3lPz44rDv7CSCRsZBHSpcYvSSudOHxdbDvmpSaNx/Ef2WVVlgOxujjpmr8WreeBtVefUVyNvIt3Cbabr2Jp9jcSWM/2eUng/KfWh4WD2PRWe4xbtfcd1ZWN1rDtHB5SMOu8kVYttF1bS7tktZ1iuMFt0bH5vbpVLRNVNrcpcLyBwy+orpG1y1uNQt5EcAscVz1aEFB3QTz3FSVna3ocm13eapcsbq8eSaMldjjG0+wHFV4roQyvDcrtb+E1seMdHksb2PWbVcRTnEgXs3rWWIYtbgCdJugI65rSjCkoqcEclXMK9WPJJ6eWhXkWO4jKHB9DWLJbTWk23aXjY4xjNek6X4SXR9Hln1DZLIyZXPYVd8O+ECF+36lGNo5iTrnPStY14tuxwnkuZ9KulmiDKucspGK6yKa38Q2AjfG/GAah8fJ9n14gJ+52AHA6GuYtLyTTLkSx/6s8kCtU1NXsJOxs6dHcaDrcauTsydpPSvX9Ouhe2ccisMEDpXnkdxbazZKwx5g6Gt/wtqDWc7Wc/3XPyt6GnBqLNIyOwaIFc46Vm3I2HqR61r7gYyxORisy8GQSRXRZNFmJcZLEDp1IFUpCEXnj+dXbokAhcj1rLlc/McHIqGkFyrKRuz27VXdsjvUzIzEknAzURAOcdu/asZQT2Ar4JO7JwegxTCCCf8AOKkYkEgZwKiP3sE856VPs1sxp2FCM5GOOMDHpU4TC5PUCkVgBgDt+VI8mBgdKzdBN3KuxPNIOAfpzSmYjJzwPeocEnvSsDtIHesp02tikxDOXJBPXtVTUjd20KzpG4XuQOnvU00sViqvMcknpXXaLqGn6na+TKq/MOc1dGlrqRUnpZGB4f8AFaPiC7YFTxk9DWpqvhm11WP7VZOElxnK1geKPBc1hK19poLRH5mjHb6VW8OeJ5rKURSsSnQg9RXRezsznTFhvbzRLryblCvOM9mrc8yy1mLDgLJW7Nb6b4ksyDs3sK4XU9H1DQZ8rukgzww6intuUWbzSp7TtviNYdxYKzeZAdrjt3FdNpfiBJVEF0Bjpk1bv9AjuYzcWTDPXAoEctYavdWTbJMkCujtNRiusMG2OOa5+WLy5DFcptcHGSOtNW2eM5jY+1S3Ym53UOr4HlXQDJ/eqWP5CZrR9ynkrXFw30kZCyjI+talnf8AlsGhfjuM0o1E9Rp3Ooi1FZGwcxyDtWhFPBdr5UhAesJLu0vVCSAJJ60fvLVucso6N3rRTQ7Fy/jfS1eUDKupUH0Jqx4ex4h8F3OmzNmSJgmc9sgg/lWXqGoPcWSQE7gWJz9BVHwtqTWc11bo4QTAHf8A3ea5aqTldCb1Op17X10TytK0rYiRptIHr3JrgblZrm8G1maVmLEmprm6+16rcT/3nOPcCliEiXYZOmOa2StHm6mU5czshdLtY7u9jyfnWQMSBxx2rugFkXI5rktJaKG8wsYBc53H1rbSWWwm2TAmMng+lFJ9zVKyK2saUJgZEGGHORUOhv52pW0co/eo4/GuiBSePggg1k+TFYarFdYB2HO2nU+FgQ+IdPkn1K9UQSFFbO8KSBketc3ayvazmCX7p6V6APHUp3iOyQqP4c/zqjd6zpWu2jw3tiIpMHbLGg3Rn1GO1Zxk42TQNI5/yt3K5wfSis9dR8gGJmyVJGcdR60VtzE2MbZkbwvbBrK1G2WdlYHkVveYLdznlWFZb4kuGwOOtc/LZmsTHkg8sZ6EdKv6NfbLry2PDcUl5FwSKpCxuowLtUO0HNVCpZ2JnZu520UzwTRzR/ejbcPeuwXX5L+2VYE+bofauE0+5Fxao3tzXQeHb2OzumSTGG5Bqa8OqCMmloM1zwvPcQG+BImUZx61yds/mhoX69Oe1esT6vbNEULAZGMV5RrarZ6vI0J+RjuGKKU7aGXNdneeBddS3B025bDJ9wnuK7eS/hDYyDXi8TtNHHcwZ81OTiu40S8Oo2inOXXg81y4qlyvmWzJ2Zm+ONJa6231quSPvYrmNNnWaM28/wBBntXpYQmJ4nTcjdRXnniPSTp959otwQpPKinQqfZZaepj39pLYXXmx5wDWiPL1Wy3rjzAOauW8kepWex8bwO9YoWTSb7PIjJ5rqv0LTsZt9pFzaAXKKSnUkdqVfL1O0wCBMnQ128DJJDkAPBJ95cdK5HXtIl0HUFvbZc2znJHYe1OFRp8rFfuQabfyW82yQ4ZTyD3rpJLcXMaXMDYZSG4NPufD9r4n0NNX0MCO+hX9/bZ+9juPesfRdSkt5/JlBUZwQexpytJDPXtNt7XV/Dr21xmQzJx7GuV8I+GJ01yf7UGiFs23nua3/C9wm0RZGAciuvubdHkDLwz8EjvXm80oQlBB0K1vp0d0pSf5kVs89DVu5MUtpPHApLQ9FXuaz9Qvzp7JaxnJccn0o02VbadVlf55jgD1qqbUEoJeolK2h5XeOuuifzRiTccqeoPpXG3ljLYzmKXJiPevQPHlgfDvidbuIEWt6N/HTd/EP60mn6Kvi3bHCuFx8z46V3qVlcbWpyPhu2v5tUS2skaQOefQD1r0XUrKLT3gjLBrgYLEH9K6XTPDmn+E9MFvBh7hhl5COTXmPiDW2fxUQjny0IVvrSc7zsLZ2PUtNkFxYKwBwBgk+veo7wAKcUeGZYbnR1xJudTgqAOKs38QWPjBOf0rvj8JutUczcIWJBOM1RliAXnjNbEqcliBWXccEjr71DQGZPgYHQAdKqM4CHjvgAVYuCSSapsQmB1qGwEbjr3GahZlD5pJJGJ49KgIZiTnOTQ2NItbwRxxSE85qLO0Yz26U8E45yM+vegY4EE08lI/mfhfX0qM/u4/NcYQd61NPn0/ULdoJCNxqZS6Ilyt1LbaHYa5pIRCN+Mgjrn2rh7mK/8M6iquTsz8r9j7V1EdveaFc7omZ7Y9v7tbUkFn4lsjHIFZ8daV0/Uyae7F0HxRb6hbrBcdSMEGsPxb4PDZv8ATAAx5ZV6GuZ1PTb7w1d9WMOflf0+tdT4d8YLLGLa6IIIxk1LlzKzEcbpWs3ml3WdzgqcMhr07R9dsdetvKmClsYIaq2qeFbG/T7VAF3NzkCuOu9GvNKuPPs3ZSvYVKk46SE3Zm/4i8LLArXFoDgc4Hauf0zxDcafLsdiVHBBrotA8Wx3Q+xaiNr9PmqPxB4ReRTfWUe6M8nb6UN8uq2Gl2LYTT/EVtkbRNj9a5q9tLvRrnbIheHPBHaq8cF3pxFxbyFcc13XhNl8U28y3sYEUAw7HufaiU1bmDfQw9N0RvEkRNuDGi/elxwP/r1yWsC78M6zNaSOZokbAlAxmvdrK2trVktbdBFBGNxA4Bx615NdXttrV9dJcqGLyvhvxrno1VUblawLYrafrEdygJP/AAKuks7yQx4/1qehNcjdeHZ9OBms8tH3AqjY+JXsZ9jHHPKt3rW7THZo7qR1kkPktg7TuB7VkLtjiuX34J4HvUlpqkeqbzbHawTLVDcMBbsoXLs/X1ovzEy1Q63ILDBFWPOCT7sHBGBVO1JV846dqllcMSwAODyK3l8NjFaO5qWp/fpychuAa6SC7ju0MFymx/euYsWMlxCwXC44zXSr5N2+yUeXIPzrOmuh1xjdXQ0CXTZhzuhJ/KpbcC6u7i4PKEBEB9O9OnWW1snVlEueEzUUkE1iqSxtvTA3KOxrTrZhyaXRTvtONu/nRjjuKypwYmE0fTuK6yGeO+hx17EGsa+sDAxIGUNKWhmY7WsNwfMXGDRSPayKx8tiFPOKKjURkqFmt/mHzCs4qEcnFacqGKQOn3GqreQkDeBwamV7Di2Z0p3uFrqLBbVtPMUgHI4+tY2laa1/dAfwg1r6rpj2aoImI45rmb6IUnoYdqTZajLan7hbK1pzh9gdCQy88Vi3sjEq4z5iHn3ratLkTWyuecjmuuElKNmKI1btp0Lbj5i9RVG9ie9gDKPmSrCqIL8E8I3FbUVgMZj5zXFOThKxjJWZz2g6kljdNFMvDcEHtXU6HeJZawCOIJW/AZrm9e0aaAfao04HXFO0i6+0RhGPzDoa61arCzL5uZHr12EgiMiAEEZrAt1iv9TVHQMOTg81nx61KdP+zSn5lH3vaovCd+1z4ilAGVjTmuX2bgnc6IxVrlfxjpq6LqNvf2yBIZvlcL0yKoT20Wq2eRgtivUNc0eDW9FWynA3OwMbKOVPrXkbJL4e1mfTp2z5b4z6itYO8TMXRbx7C4bT7hcg/dY+ldHc2cWpWT2U4B3D5TWLqVmt7EJoDiVeQRUej6rKzeRcE+YhxzVPVWGrFXwqbjwx4s+w3LFYp8hT2NdH4w8GRvY3Gu6eT5yHfLEP4h3I96t6lp0WvaYssagXsBDI3fIroPD9+LmzjS4G0suyVGH51ip8s7smPZnnng/XzHexwyN1wATXrJu3W2VyfmzkfSuCn8Ay6X4wgu7Mq+nuxkGex9K9Djk07UNPMsaHCnZIE+8hHtRUinO6epWpzQaW6mmkkbjdnJ7Vx974zJ8W2kcLf6PbuFJz94966zxlYajp/hySfSFE0RH71x99F9cd68SUlZQ+ec5rKnTcPi3Znsz6H8baEPEvh2CKFA03mKyN6Z61oaHpVt4W0aC0RQXwN57se5pvhm/F1odjltztEDTtZZJJkHmFWXjFbOo1G6Nm1a5R126MhmdASir075rwnU7O4hv5nlyfMYtmu88X+J/7N1GCxjOUJzK/9KkuNMg1fTVmidS5Ga2op2u9yEYngrxVNptx9llIZDjOfQV6HqGrqs8Ub4AmcrEc/ewAT+hFeS/2Y9rqBDqQR0x3rodUvHD6VZheLeKSUn3c9P0FddGo7tdErlRdjsDJ5mcd/fNZ11GxOAMZ7VjWWuFmUFz/AFrbj1GPZvuEAQ8bgeenpTjUjItST0Mi4jIyADWZIjknGRXRySWVy2IJ1JPYgiqN4Le1g81zhT0OOv4UpWSL03MN0IODnntTZHS3jLuwVRySalivYri8EUaHBOAe5qprUVukU6NK0shUKuBhU9frWcZptJasnnV7Iu21u1xGJV+4wyD6j1qK7uYrRgGBY+grQ0+7gEMNujqVVAAR9Kq63YHYZUGVqZT1aQJ30NrSrvTtXsDbSIgYjnNcprGlXWg3Rki3Nb7sgj+Gsq2v2tLjKMVYV3Ola3a6zafY70DeRjJqW2To9GJo3iS0vbIWtyPnxwTWJc3N9ouotPboxtic8dK6XSPAcJv5p3JNqoyoB71FcIdNv5NNv03xH/VyHupqPaJyt1Fd7MtWl5ZeKdP8qTaZCMHPWuN1Hwhc6dcsYWbZnK47Vo3ukz6Vc/b9LY+X1Kg8V0mj65a63B9nuMJOOoNXpL1IaOa0XxNd6VKtvfZKdAxruHtrXWNNM0BXcRWDquhRtlWTKno1Y9pc3vh64wjNJbE8j0pKXSRPNraRQ1zSTBIXC7HHQiuj8F+NGhgGn6oAY/urKf61sTadb+KdL8y3ZQ+P1rzy6sp9HuWt7lcHODnvSvy6m9OLidZ4s0xbdHu7EhoHGWVe2e49qi+F+rKY9W09hlyVlQ+nY1j2GqToFtPmmibgL1K//WqndatbeE5L2axXdf3MZjPPyx574onBSWnUmUNbo7HWfHdnYag2nQfvT92eUdFPoPWuc1fRFuYP7T0iRd+MlB0b/A155FcGVi7NuZjliepPrWpY63d6Yf3Tlo24KHoamFJQ0sEXZ2ZsaV40NvIbW/jIAOGB6ir1/omm6uUv7JI5SDl4s8OO44riNZuI9Qm8+NNrnr61DpOtXmj3KyQuSoPKHoRW7j2L5ujOwttHfQdWEYlZrK9TdbOxwRj7yN/tCtHWN1vdxgbRhd3y+9O0rxHaa4klpJbeZvHmRA8GGUfxA/SotTVnuWVWZ8cA9zikrKRnWVo6D7c8h/XrVl2QBm6gnjHWq1ruUZIPyir0UEcscu+QIqkkEjPPpTlsYwsT2KlSrgH7xIwe1VD4l89235R0YgHuK0NKHmGPJ43YwKyNU0dfPcIvViQazi7XOmMlFHQ2euPcSWa3b7IkfeSP4q7KSwjvYPPs5QQR93sa8s0u0k1DV7fTkbDLCz/N0JHb2NX7LxDdaHqIEZZrduqH+lOnU5ty6c1Y6KeYWFyQwMbA8iteHZfWu/bkHvRAuneLYEK4MnGcdRTvEF6mi6dHaWcW7a4DFe/rVVJNNImotdDJn04rKQvSim/2lLMA6g4IopamfKzj7VhPC0R+8OlJJGWgaNuorPsLoh45AeD1rcki3YkTkGpZHUPDssdkDJIwGOTVLXfE8ElyVTkZ9K09IghkuZI51BVh3rP8QaRawbjGq5Nc+kZXEzn5NTt5UJYcmptMvA2Y8is1NGM03BPJroofDZgtfORv3g5rV1YRY4q+xM0YuIeOq1p6NfCLbFIeenNZFnNl9p4J4NSXVtKMvEcMORRUgpainG6O3nt4byzdTjBFeZzbtK1Ro8YUNxW5ouq3szmOXICnFR+J7eFoxJkeZ1NTTTixQpytzE8jC8st0R+bFdB8OLJrG/uJblM+cmM1w2jXphby2PHpXofhm+Tcyk4IHGKurqkyoya0OwglMmoxKSVRCSM1yXxA8Lve3/262Ub2TJx3IrXkmlaUncQ3YityJvtmnKXU5Q4ye9csalrxQL3tGeL6ddSW8pt5wVdTgg0arZbWF9b/AHl+8BXbeL/C/mx/brFB5qDLBf4hXHWt0GUwy59CD2rSFRTQzR0LVSQkyHpwwrtlSKe2NxCACeTivJ5PM0m+yp/cSHP0rr7LWmj04ojZ4yKmrHmV10Ezv45BdacFUfPGORXPaK0sd9dmLiUSdD0P1pnhbxGt3DLGQBImQ6nrVrwxb/ab66uM4QOahLmkmtwbu0dCsz+VLGsY85ly0DHII9q868XfDyC5hl1LRUEU6AvNadj6lfQ+1Hifxs1h44i+zsDBCojc9ic816Vpt1b6xaw38OASOcdx6Gunk1sXyqRyXgPVoH02wjLYZVMTAjkGpPGOtw6Ik91K44OEHqTTJLOK18RX6WqbVWRZcL2JHNeU/E3XH1HXPsiMTDbdcdC3es4xcpcj7kX0sbLNa+I4GMmPObnPvWfZXt74dvxbTs3kMflPasDwrLqMt6kFtE8gJxkDgfWvYj4fs5rOMaigkkwCR6Gt5z5GWo9WYt1bx3Zt7tWHzsO+K5zX7jZroKrtVSACqjkYxXS6w40+KUgBNq7IsdAScAn8BXIa5bG2n+0MzPK4U/Kcj8u1duGilTc5dS99ircTNbzsAeA3Fbem6ok6CC45B6E9q5WadnZS/XHJqWHcMMjYxXFKLRlazOg1i1v7BBPaSlovp0p+j61FqNuLG+GJAMKSetWdF1JJ0Frcncp4Gai1fQEtnE0KkITkMOxqVeRvBPcjeyaxu2ZMc/cNZz3Md0zRzYLZ5IH8qv3FzKNNMkzgMn7sep+lYbK32wkNlnHGO1dVClyJzZLj7xZu7aa2iW5s2JVeSM10GhazDqUHkT4D9CDVey8vyPJkwQRWRe6ZLZ3f2i0PQ5IFc0pe8Nw0JfEvh5raQ3EI+Q88dqwLS4lhnVQcMOhFd/pOqx6nbfZbsDfjHNUW8Dl79pxOI4uqjGaalfQKVCdZ2gej+GWlPhS3eV9zyjcSKxvFlu07hyu4BQM+lWPDt3Ja+HJoJdp+yMQCO4rJsfEDzXbxaiAUmY7Wxx9K5oRftJSZlNNPle5l2eoyWX7qdd8J79cU660iOZhe2D7JB83ymtPUtLEL7osPE3b0rNgS4s3LRkmM9V9K6HEhNrSRs6Nra3afYtQXbMOAT3qh4htHskL43Qt0PpVC6nglfIOyXqDVZvFMgDWV8okTor+v1os29Skk1Zlnw/fXWmXPnWzHyj9+M966PxBb6f4k0o3MbBblBx6g+hrmLOaJU2xkcnjmtjTNFnutVSIlkjK7nccjFUrX5SqNSSfL0MvTtJnhs3eNsTspUD0ryfWILix1W4hmZj85PzHJNe/aC1u01xal8sjkLnqRXn3xU0MW8yX0S/L0bFKnUtPyG5e9Y8+tELTLg5Bro2s4WtC3RgK5OGYxyZHSrkmsTFCnQetdLjc0srFjASX1A60+7sg0YmiGfaslbwlvm612ujaFPqOgNeW7F5MnbH/ex1X61nP3NyEraEmh6W+lXUUxDlpolkifoMHqPrkVp3E6ec7c5znHenTSNc+E9OnWUb4ZGgaLHzD3qrb8LuZNz92NZxu3dmc9EXrKRmmGRwfar0b+VDIWwRkZzVG0YswAHJOOta7W8b2ShxtIOTVza5bERT3H6FJnVI4gcpu4FTaug+zy+ucD65o0izb+1zsx+7IznjIPepNcljk1SyWIZA+Z1Hse9YuSWxbXu6kGiWjWniTT7xcKoYI249SR0re1vwz9q1Rre3gASU71J+6uevPtWFeXR+2W9ztCrHIpwOwzXpslyosQYcbiASepwaylP2c79LCjLQz9J0my8MWBhtQZZ5BmSY9WPp7CsbWbpVjaSXBQtgcdT3qPVtULTJarIRJIQrFf4RUPimydLOzCITGw24HrRGcpSUpdSoTs7syvtcEmWilwh9aKhX4e3kiLIb1Yt43bD1FFdPtImntV2OC0yYhjETiur06cSIYWPIriiDBMGGcVu2Fz5cqSA8HrUXszJrU3mDRPuX7wqtOJr1sykhB0rQKieMOvcVQmuPsoIf7vY1nMUkyuFjt37DFaa6lCLUEvjj1rCuLyKVcA81k3kjuAkTZJOOKiVNTWoqcnB3LzXsTaizRH5c5rpY5opoAwHOK5KDS5Et/MGd3etbRbgkmKTrnvW0PhSKU07m5daVPYaaupwgSwv12jlD71wGsapNcSct39a9l8MXcbpJp8pUh+VVxwfUVynj/4ZzwW0uraGnmwgFprZeWT1K+o9qpPWxanpZnC2NyDgk8iu18O3RlvoU343HGRXlNrcvbzgknHTBrtNAv/ACruGQH7rA05LuZnscIka62MeV61tTS+RpgCt87NwBWTAY7y5SaNgEdASa1L2BGSJkb5QOfQVxqDTkw2HQyFosPyMVwXi/QBDKb+zXHeRVHX3rulcRxDHNUbmM3YKkfKeorCGjMuZo8xgjiv4fImx83APvUEKzaVcfZp8lD9xvUV02s+G309zdWqkxZyy+n0rE1O482yEpUMyHIJHpWyqWZqtVdDLS5GmaxHdrkRP8sgHcVt6p4nfQvDkzWp/e3LEIR2z3qTR30TxJo8lutuLfUQuVC9CfauL8RyTRxx2cwI8snKkdDVJ8r5l1FLR3RRAF/AXkbc55yeua734da7dW8cunFzmM7gT/drzazl8t9uflNdr4OONcBBA3xsp961cubUcZW1NfxFqsqvfXsMrIWGMr3xXK+GPAFz4nuRqOoGRLAtkuDlnNdnb2MF5eLYy8qx5BrsfMtbO08i0URxx/LtXgZpQfLeTNKaXxyK/wDZWmaTaJY2FtHCI1+8F5P1NZt5dxxRs07hVQfMxPAq1LJuJeSYjC8segryPxv4oS7mOnWEzPbqcSOP4jUqPtZ3Ym3J+QzXvEEWqXBWJ22iYkccFR0/WpvDl1Bql2yak25uiKeATXFIZFfeDVu1mZJNykqwOQRXfKb5bLZGl7amx4k0t9Ku+MmBj8jY/SsuC5cuFWuzjvYvEeiNZ3WPtCDg/wAjXOWOkvBcssq4ZTU8ycRyhd6bF+yhYSoxOOea9Lnhjk8Pgbd+I8n1xXAFdgwOK9N0Flk0+0LoJElQIwz2965uZ03foEr01oeUzQyy3Dxg/u06ZHH1+tV7UqxEbjBUbA+Oa67W9Cn03UL2NFOwtmMdPlNc4LZcOCm1l/PNdPteZWLgru5MxKng0qXqK22UjHvVGK6CbopuCOmax7u7zcFQeM1i43KqWS1Nu5idLtJLQ8k8AV6RbubLTrX7XIvmyLkqa4XwbaNqGs2+99yp820967PxR4Q1vXtSgmtru3tIIh/FnP5VEY+9oZ0XKMrwKVwzxQXcdsVdblcle4qCHRnntkySGPDKw6U6XTYtLc21zqiykp8zxj7uKtQWdlfRZ0/VJVnUchm4P4VnOXI32FUhe7YRWOoaXqEMU8qz2zcKc8j2NdQ+hwXcCzQKI5e69q8/uhqEEjJJcSb1PrmpLTX9YszmO6LAdmHWlTxdO+pgqi2aLviPwvNcq8lhEftCDJRejVxR8M6w0XmPaO3qO4+orrLXx/eWuoEy26OD97Brbi8c2k5Qy2jQsTywGRW8WrN3H7rPPtO02/fzWRTiEZYHjFeoaO88GkW6uF3ypy/cCmXMunw7Lq3KFrl1UoO5PqKluHEF2IVbMaqF+h9qynzRu7jslsYF1bxWOtoeUSQ4DDsaseLdLTUNEkic7vlPNGtW73Ee5RkryKz7vW86c0Lk7wuMUUpLW4Jcx4VNE1vcSRN1RsU0gEcVe1pC2oTSgcFuaz1OTivTi7xuaojdMHNelfCjUYJ7mfRLuQok3zRvnG0+1cbpdtDNewrcqWiZgG/Gujg8MfYPEflRXv2coQ8Uu0kFfwrCu4yXKyZNHVa7Faz388DSrb6hA5UzKMRXePX0fH51jJgk7c4rtbXSrK+8L3NsxiuZw5kWWNsnd61xUSlZWA7dc1hSkmYTfUuWqMWTHY5rcmLPpRbymZlYYK1kWobIIGce9dRYJ/xLZACxfHTNaVNhwbloM0kyPfu6FVHBOB1qtYRwXOu6l585UR/dwuc+1WdBJjv23ncD368d/wAqyUS503xDNZNA0k0zeYrIM70J4P0qOpck2kad3DbyRlIxLk92IwK3brW0tfD9s0Tb5SgiVj0z/wDWFVPss0l2tsLYmcAFgeQme5xWZqVuli7m9fLHIij7L74qJxTauS42ILR1lv43kkLOXBYnvXqUEUVzbxpKgbbhlyOhryGI7ZI3TpuBzXrenTgWyuegQMSfpWdW90RHc5TXtcW31Rogc7VAPPeiuO1S7F1ql1NnIaQkH2zRVKikiXI4u8XKEijSrncxhY/SrHk/aH8sd6ur4bdCsqA561U5JG7szd0efK+Wx6Uus2fnW77RzjIrPh8yzmQtn3rogBPb7hzkUfErkrseYtI8chQk5BxzV3Ttsk+5uSKTX7Q2t8zAYVjVWydvNG2p5brQ0aujrFbZER1BFZkb+Td71PfmtK0UNblnbpXOXlwyan5cYJB7VrCHLEPZqMbneW08kfl3MeQ6EMK9U0S7hv7ZLuBgVlAEi5+63cV5V4cnGpWJs3wLiIZjz3HcVY0LxG/hrXXhuATaznDr6e4odnqR5k/j/wCFCX+sQ6loiJCk8mLqMcKpP8YFa2nfDPQtPWMXEk9xIoHQ4BNdrHe28lqrpKHilwYyD1qKd0toi2QZTxg/w1jVlNy02DQrRafZ2ARSmxFHCA54qjrOtQ2kAJYJFu4X1qvqet29jCZJmBLDCjuTXnXiS8ub4LcAnYpyFHSlFt6Jkt9D0Sz1qG5QbmFX47uAScuMV4vFrF3BF+7f86gfxdqUQIyGH1qfYyb0M+VnrviHXbS1tWDOpyOlcJptzb6m8kQxhicA1wd5rl3fSbpnOB27VPYalJFIskWVYHPBrT6uoq8jSn7vxHTKbjwzr6MRthc9a7LXNHt/FenB4wq6iEzHIvSX2PvXMXN0viDSVBQG4TgfWuw0HzbW1ijZR5kWMqeorPk5HdbFzjbVbHjk0E9rNJFLEyPGxVgR0Ira8P3rNexKpIcHgivV/GWn21x4cutTitE8wpmUBeSfWvM/DXh+5CDVZMxxqflB71TVhKnJ/CdxpIEmvvNMrkpDlSD0Nal5cfZ7eSU52gZyOcVHZWsYRrxJGzjDL7Vx+uePbVbv7BbxMYuksrDg/Sj2fM7PYcdUl0MDxP42utUhaxtcw2oJ3EcM9cUGBbFaOrIn2p5IR+7kORis6CJnkO1GY+wrsp2johXJo2JZUVSWJwBV+5tpLVlWWJopMZKkdq7X4ceEoL+eXUb+JisBHlqwwM+tZ3jw/avFbpAhKIgUkKcCnbQvoYemyTLcq8RIIrpo5TK43p83rVDTdPMahsGu48M6DHqAe4nDbYzwAOtZpdDeHuq7ObeIEZ4rsvBVxFcwNYyn95C25ef4azb21hbVZE+zuYFO3K9q3NA0G1tb0XcN23mdFR/5VhUlH4WKq4uNix4o2CwWYjJjk2k+xrz7UVUSbk6NzXo/iixmnsmhTam9geTxWPBommrbLvXzpgPm570UW+WzClJRjqeX6jD5yErw4rm3WQSHfncOPrXq+oeFnGpJcwtEIgwJi9qfdaVokuoz3ENv5hiQM8ajoR6VrGaa0Jk+c5/wdcSaCDq92NkSqQqnq34Vj+KviPrmrXDrHMbeAnACHBIqtq2rHU75igKW6HCRnt+FYGoxA5IojG71ME7bHX+D7k3ZmhmJd5YiNzHJzVmGZ7aTaGIZDgnOOlcz4bvXsdQglHRWGfcV13iayeLUReWyZt7lBINvQHvUVYqSt2LbvCxK2ptM4Dvljxkmr5aMWpPHSud0qzku5Cx/h7Vav2lj/cDIGKwp0ILVGaii5omgDX5roW93Et1ENywScb174NW4LQ2l8YLqJ45IzhlYdKy9HW5sruK6tpDHNG2VYf5716u0dn4i02Kae2Xz1GGKjDJ64Pp6Vs2orURzk8cN99kSEBHjlVi/Q49q0riWD7YbV5MSADbI38RrPvtIuNH13TsPvhdyFYjhhjP51qXGlpLumkbc5OSfep2XqCdihd3ZtIis0eARw3Y157q9yklyxQ9+1ehfabZHNnfgPC+U3HtXD3vh94dcjtlbzYZH+R15+WiEXua02rnGatYSxlZJIWVJBlSR1rFNrhuFr1f4jwRRafpqxqFVAV6V5nIwB6nFdlNsuzTHWrLERng16JMIdS8PWF+uEmQ+W7eorz3TdNu9a1OKxsl3TOe5wAPU161D4Qt7PTLbRp7qQ3RbduQ/KSeoqatO+pKhrqZHga5uY9TutqCS0KsHJ6ZrP+V7p8ZGSen1rptWNl4T06ZQyjA2RoP4mPFctDFLNNhELMecLWdNK7OeasrGzYI6xZZMjOAxrsPD7Q2yyG5RI1YD5mIyB7VxcNzLZyfZVjR5s/eY5CGraxGGbzriZ2aTJL44FOd3oOL5dTVt7+G3vZJIIpJppXfCPhUAPt1qhbeJ3M0e/SLq5OTH8rqsahT93pnH41XtJZI7lJISzEk7sDrWn4YtpdX02TT4ozvEzOzsMKozz+JqJTcdS1PVWNm98Xx2di8tvZr5oUbljPyL9fXFcRfTyahE17I++ZuSfT2FanxOuE0vw7BYQKqGRwGK9SBXJeB7hNX1AaXdSum9CVZBnkU4SuuaQTbkdDpkqywhSeRxXoupXbW3hxIbdS80yBFC9TmuUvPCEmjRLd28rT2zcOGGCp/wrtPD4tlRZJiC8SjYW6D6UnJOaXQhLWxytr8N7ya3WS4u0hkbnZjOBRXRap46tLO+eCMhgvcUVo5dgtA8d0u1knlyoHXvXWRpIIuOq9RXPaPMmFwcOK6K3uGkfBXB9a4a9k7yKktTP1C2MsW8LhhUukzkgxN1FbJgVoyccnrWHNGbS/WRRhScGqoVU9ASstRms6St6hO3kc1hW2jCNsqMV25+aIMOhFYF3cCzD7q6IxfMbU1rcyby5FqhQEDFVNHszcXZmdckmqV1cte3PyjgGt3SmaKMGqm+hNaWmhbLNpGqQXMfyjIya3/F+kLf6Mus2Q5UB2C+nrXO6pdK9vh8cciup8A6zFNCbG5HmR4ICnuD1FRB9DCm21Ys/DjVBf23kSP/AKtwVB7VteKNatdGt5rmfkknYndjXN6DbWOhX+pyeb5VrHOTHv4OPSuV8aXsupA3pYsjcAegote6ZTvsZ9p4guPEWtXElwcKo/doOiitTS5kvEltpOWUkYrhPDVwYNaUdd/FdCLp9L8USBwVSQg81EoNSfKCT5rheR/ZLl4WGBnisu6j7jpXR+LrcPax31uc9zj0rmIrhZo8H0ranK6uVOLizLl+ViK6Xwd4eu/Ed/5FuMIvLuegFc5doVfI6V7F8IYpdO02eZ1GJuRmtmlJal06fO7HR2Hhmz0exlSFVabbgsecmqenQSqPM53g/NnvW/NcEEsFGDnIqhb6hY2UU8twR6qM9aysmnE1ktLHT6eIbjR3QgMGBVlNcv4htIrHT4YF+6zj92lS6Rqs11pl28JNvLyY94/KuNuLzUN0txeS73TvngVEppQSsQq0oQcUtzYbWrGz0uSJ3WNT1y3zfSsyy1jSriyuJLXSI7pIRmTgZIrzDULmS4uJHZidzHjPFdH8OdVt7PVJ7S6YKlyoCk9M+lRFTUea+xCqvlUUbreI/CWo2pES/YZgMhXiyM1k6f4xt7HfH/ZkEpDHEijGRWZ4w8PnRddlEaH7LMfMiJ6c9RWTZ20lzcLDEm6RzgCtotSJ5tTsT8QZYJ98MbxRn7yL0NTw+LpdTMhFpErMeHxXE39pLZ3LwTDEinBFbGgRZUGp5U0a0nzSszsbLVZoItrRRPnvtp8niHUIiRayiFD1UCqGPlqvK2Bii3U6ORGt/wAJBeSAIAgHfA5JpkWt3NpMXMhZT/D6fSsyL5BmqN/dKnAYZNTKEX8QOEbanrek6jFd2PnXzYtyhZt54xXi2p67OmrXZ066kW3MjBPm6rmuj1WO5Tw8ttFIwSaPPXHPpXn6LhcHrU04KKsjmfuvlNRdZ1Pqt3J75bNdb4Onubxbx5E3kpgt3rg4WByK9C+HrRSfabYkhyQcA9qNiJaISbwVa3XhKa8gixdoWcEd68wmy4KkHI7V9NaZaQW7tbIhMJX5s1wXjjwhYpo895ZQKkkL7uO4704Vbko8+8Laet3OC68V6emli60drTrJB8yc9Vrz3w1IbeTCjPNdtFfXMUyTRKdyjjI4Iq1Z6lwdtGWNK0mGCBnxz61z2r26m/3AkgnFdHdamgtGuY8AN94ehrNcf8SsXExjPmvuUg8isrdEGhb0PS0cruHHYV29lDHbleykYI9RXHWeoC2iVwMqO4qW58Sg425x1qW9NTJs7m4tlu2EcyZRCHgkHYjiszWLe48qNLUK0pyFUsBuP41leGPFgutR/sy4Uqsv+qYno3p+NaGvyLp92+oXUi7IIsqueh7kj6VD3T3RVupharp9hotms3iKWSSeUHZb2zcj8a5rwhq8Vxrr2LgiMktbtIcsB6ZrE1HXbjxBqjzPukdzhEHO0dhVmytLPRr6K9vJC1ynKQxnofeuqElbXQpTSehtfEWykvJLKzt0Mk2CxVe31rlY/DGlaZaSSa/dbZeCkcL8j2NafiLxHqMt2jqqxxyLncq4b6VxWqJc7lnmWQxyH5XYHB/GtIb2NneS5jWl8W2OlNt8PactuwGPPfljVrT/ABTeWdq2o3pM942fKdj92uQjiSSZFbgEgE1e16XyvJt1+6q56VU47Iza6IpXt9e6rfLNeXEkzl8/MeBzXZCWS2J8pyjOAgIPr1rk9Lt1ncSOCUU5ODg12unxJcXf2okLawYJLHoOwNRJ290ykrtGittHa3QjPDlVJPvVq/uPKCQkgx5yxNY/9oG7v5Lj+Fm7elXbhVe2lLqnIyrE8ir5fdM5Nu5e0q4DWkhQHOSEJ7V2fg0NZ+Hg7bRI7E5HfNeY2LPF0cht4HHINdtpGpRWHh+6kmYhIQSD61zVVYuErpeRzXj+RNSv2XIIhGPxrgvD+qr4d8SwXZHyK21vYHqa0bvU5LmWaUknexb865u/RnbO04rWLUo8ps7NH1JYXdvd2LFWWaCVMjByCCK5HUtVmif+zbIYeQ4L4yQKwfhvq0r+D3t1YmW3kKfQGq+ra1BYXgaCcG6fjcp5QVhCLi7PoZO5utpug2uIr24DXAGXOe9FdLpN1Bf6Xb3DwwXLMgzI8YJ+lFN11fY1SieP+HZUe5EcvTNejwafDLECCBx1rxm0unRg8eQy+ldRp3jGe2XZICRXPi6cpMdRpHoLwGJduQwFZGoweahGDxzxWro8keq6OlyHIeQkZ/u1gNqU+l66ILpfmjfDAjqD3rOjDlMm7k9hMHt9hb5l4rm/FrGNAQOtdh4h0tbKWDUrIEW1wcsAOFasbVLJdTtSmPmAyK7YztqaJ8qOa8O6csoBYZLda6HUbWO0hBjwDTNIiGmoFkXHpWRrF9cX9+Le0jZ3JwFUZrLmcpXOeT5mZ93I0isM5q54Ov8A7NrsClsDcMmt6Pw/b6Fok15qarJcMmfLPRawfCMSz61GxAKg5NaK1m0UlbU6bxrZ6rq9ylvpVnLOC+9/LFYws5pLCSwvYZIrhRgpIuCK9H1LV5NP0uVrRQCi5cr94+1eXy/E+fU2W21Gxhwr/JMPvr25PercXa6NIrXU4dFk0zW0Dgho5O/pmum8WB3a2vCMB16irPi/QRNaxaxafMpALY9PWn3ca6r4IE2T5sAyBWyWzZbhZuJQ0PV/tlvJYXTZQj5c0nhnwxJrHiJrPeVtUbLuvpXMW4YHcGIPtXuXw104QeHUu2QBpiSZD3px1dka0Eqkkp7Inm+H/h1Iiq2rSOvAZmPNX7KKPS7VIIY8EcBafcanHDOzq4kdTgIvJP4U2R3s7aTUL792oG8/7I96xm23ZBzpNqKIru8eGMiYhN/TNYV5rulaRGpu4GllP3BjNXdRtLbUFi1GZXYykLbrux9TiuV8a6bctHDJ5Z2Bflb+lKPuJ2M4ycU2tTX0jxzFqmofYjALeN0IVyec1T8SzrZ6KI+fNckE+tcXolvNNexukblEblgOBW54wcokEbNu9DWblfcwnUlJ3ZyMhyKLRzBdRzDqjBhTzDIYhLsbyycBscZ+tN8sjmtYbNCR7Hf2EXjHweJoDm4iTfF9R1FR+EPBi6Tpx1S9UG7dPkRv4KzfhRrDQ6g+nTEeU67lz+td9ruoxRKUUqIEHNc6fLFopdzwvVElutbuQ4+cynNb+nW4tbcZGKjht1m1K4uSOHckVblOeB2reCaR00adtRr3RyQBUQZnbLdKQgLyaktIJdUeSK2I3oM49arY3k0lcoX2oeUNqmsWW4eaQFzwDTr6K4F/9ldGExfaVPatTVfDVxpUMMsjblkGc46GonJWt1OOrUvsdRrl5FF4WsJUJ+Vlzn0rhNYtTa326PmGYb0NdheW/wBt8IxIzYK4xiud8mW6szZOm6WH5kYDqKTWoT1aZhIr+ZhFLE9hXTeDdQnsfElvJHGzAnbIoHan6Zou63a4VT5sfzD0Ndx4b0KwkmGuJviJTDIRxuotpqJK6PQ7QQGB5wcFx09KozWsN5pt3BKA3mIRis7S7l2hmL58suStbOmp5hJwCuO9Yc3vpJE9Tz3RvB8VnZvcS583kgGrTy26RdVyBXa3cIBMYAwQR9K8U1eeaz1S6tjJja5xz2rejWUW1JCbsa/9p2X2yS1uB+5m4J9D61U1ceVNDbRSbok6H1FYtkrXF9Gzc8812R8PyahL5oY8AAVFaVk7EzlqkNs8GBQTxiq1+0MSEgDNbSeF54rXeZWBHUVga1ZNBGSzHFZcspK7RVm1cntYBNpsF9ZyI13bP5u0HB+Xsfwq14rmv/EGiQ3a3BkSR1QxDgr3x7iuHiu5beXdE5BH611FneS6faOZR/D5kWegz3pwbQnNopiCx8OaOfKRptXlGGJPCfStDwV4Tubm5Oqasx2dUVu9U9IEV9rsCXZyJXzz3r1WYRxbI4htjAAFaV6nLHQd7lGLTbCa9dpbNHjROpUYFeXfFW7hkuYNPtkWOK1G7Yo4BNeuatdJp1hIqAZRNx9WbHAr5/1V57+eeeckyOxJzVUpu6TNaOrsznbRzJdwqOSWFei654Sj1Hw3b3ltGVukcCR/9k8fpWD8PtAttV8SPHctloRvSI8B/wAa9zFpY2FoLeO02wSjPDk49etbVa0Yy1NINKr72x4ImlXWkancadcYLQjLMOhHY1ZWeSaIQA7I84bb/FXod/bafqXjHEVu3lwxATEn72OlcI0YiuplAwokbH0zU05qpI5KraZf0+3AUA4IGKuXbIjfMhIIxj0PrUFoxOD6GpL794hIH0x/Wum2hz30sRafKo1JWkUbQ/JI9q0fEF4Y/B5ReGnmwfpWfYSRwXETCPdKWwVfkYxXZ6Fodvrl6j3QxbWx8wREcMe2a5qkeZ2NYK6scNoPgrV9biEkVv5cB582TgH6Vq3+haTpFu2mJGL3U5By46R16N4l1t7eFdL0ePddMvPlrkRL68V5Xqmp/wBnNNawbjct/rppB8xNJ2T0Nea2hpeG7OHT4LgxzbXx8yL/ABHFcPcWbXF9K+4j5yc/jXV+GGd7Wcs5zkksfpXMLcNHJLg5+Y/zqFNtu4anQaZqOradZi3t5z5eSQKKwF1WYDGBRSaiw5UWPDsMJjywBPfNWNSigST5FA+lZ+lDGOcE1NeqQxO4mpryu7GlXc9C8ASxzaNPbB/3sUm5Rnsa2Nf0T+3LUXcCA3tqvIHV19PrXl3h3U7jTdTSeFiADhl9RXrtlcec8c8blRINwxWdPmg1KxCvHUh8Kakup6MbOfDKCY3Vh0rmJ1a01KWDn905X6jtXWvYW+na1HqFrhYr47J4x0Eg6MPrT9W8MLf69bXSvsikGJ8DrjpWiupuL2KTWtzk7LRtQ1u+eOCMrAOsrdBXSWum6X4YjMdtGst0w/eTv1FbWq3dvpVl9mtSI9g5I4rxnxN4nuLyV7e2kIjBwzg8tUykk+WJEmk7Ib4y8RtqFzJaQnMYbLsD941U8LloIby4GfkTjnpWAqFj3JNbVoLqx0i6R4WTzFyM8ZFU7qNkJxfQs6B4jkWK7trqRmWTJBY561xV5Eoupdn3d5xXU3Hh2fTtIt9VZw8M3BAH3c9K5y5j3EsvTNdEZ3SsaLVI6TwvrTzWr6TdNujYfJuNbHh2IRSX2luAwwSoPcGvPYXeCQPGxDLyCK6HwzqUj+JoHncnf8hrQtT7mRPaSwalLaKh3hyAteoW3ilNE8F2+nINk6j5ie30qlrlhY6XqU2oMOXGQD6+1ZXhXS5fGvi6OGQlLeP94+OwHak9L2MdeblR6N8P9BuJ7Zta1JAnm/6lG6sPU11lzp0F7p9zFdDfGeCD3xzir6WhWNbdRgRDYpHQCsrxDqUGm2wj3gKqksB1J7Vyym3LyRUo20OQ1S4Q6qqAhYbWPgDoD6Vzeo+ItI1OwmtnuHhmRsgNyGPtU9890umskcTzXdyxO1Rk5PSpvD/wyNswvtedXbhltx/WtnaESndRt3ItHa2t/DLLCmHL/eA4YVk+J0lu7RLeO1aV1w3mgfcHoa9Rk02FtPNskccUIwSqKB+Fc/raf2dolzNFEWV8xhR1Fc8XrdGahqc9o2kR6j8NbpQMSxMZRkZ+YdhXCtHwK9O8M6la6L4Nuo7/APdzgN5cTDmQnpiuDgtGmJfaMZoU+RajcXYbpGoS6ZfR3MBAdT3rs9X1BtUgt/LbiQZcCsc6fbahaJ5aLHcx8Nj+MVe0+VLCJvPhJkQYQGqg1Jpl04NavYj2iNdgGMVCxxWhY2F3qnm3JPloMkEjrWbJkMR6Eit07nZFp6IqXku2M1a8HXLwa9C/USHaQazLw7iVp2lXP2HUraZshVkBNDM60tD0/WvC9tqGr2eqxJteM/vFA6im+JNMF7oc+MZjXI/Cun02QXE6sCTHInSql/CEtL2JuV2n+VcVS7mmcS1PLJrl7HQ4xKpAfGKxLHVWh1VJo/4eoPQg9RWrq0vmeGRuHIbArjoZWiuVbsDXWrLUp7nrNo1ooEkLK0Mv3v8AZPpWtc3tr/ZdtYWDHk/vCo6CuKtb21EcBj3tvG2VFGce9d1AkEthb/ZvLIAwcdfxqa0nbQG+xo6TEn2dkByAOC1atixtLZppeFHT3rHZo7ZUAcB+rDNad5exPooUYORwayjFP3pdAv3IUu2vrxgX29hXC3PgO+17xNcTM/k2an5pMcsfaut0fK3qPJ93NbGv+IrDRLMu7AyMPkRepNOnFNc0txr3kcbeeF9F0GzWGJnkvHIIZm54rW8PzQPbgEjIPNcnYC71e4vNUvLhU4OxCc7R6Vq+Frdre0dyrNLKxO7tiqb7mcoNu520rwmIqCPmGK8v8XxXEV4ICjEPyuB1rsLu6Xz0iSTBB5Han6gYjHDPcJGzqcJzzVucXHQ0SaVjzGy8N3LzSS3sRhgjTdz3NdXpMUMVtYXMyLLC2VZG5yBW3BfWpSaS5aMiMYVCcZNZejQrJJDdRuDB5hXyieUPr9KcY6pIcIXdzXvNJ07UhHcRWgt/LO5GXgip75JJ7aGGK68h2Iw5TIOD0rJ8ReK47CI21oPNuRwSDwK5HSfE+pWsxivF+1xSvnax5Un0rOSg3o9TVqKVjufEGjalq98lza3SLDDGA0Hdjjk1yHhnTol8avp97bxSxSowZJVBz/8AXrY1XxebHMFrA3nbRliehxVPS7nT43i8Q6zNJ58f3Fj6k1UVzPXSxlbXTQ5/xB4YuvCesXv2RmSJh51rMO6+mfavSBd3L+C7a/lRZJY41eXJxwRyanvYbXxDpqQ3A8y1uBiM5wUJ7g1lXehXqwRaHJdP9jgwGf8AikHalUjzK45J/EjmLPUl06G/1W7QhZm+XPcVy5cSTM4GAxLCvV7rSdNis0juIVmijAGJAHH5V5zrlrBZ61JFAnlwsA8Sk/wmtcPSULvuRUpS9lz20C0Hzjqc9hT9Q+U7d2Fxziksyp6jkU3UmLEcDp2rq6HEQ2MedSi8x1UZH3jXd2eotpOiSPy00x2ovfP+FefWpL3cShiQDxx0NbfiLVFsbKJVbdcsuxRn7tclS90awemhl6r4gmsrsm3nIvS255lPKn0Fb2r3EHif4eNrc9uIr6yYIZFGN/IGPcHOfYiuSh8NPc6tbQSzs2+Pzbggf6vPbNWNcun1FYNI0a0n/s+2JGY1YiV+7HHFTKCbNktC1o0rWmhTSvkKwJ5FZGmaNdalukUeXBnLSvwB/jXaW2mi00SNb2yuJ4guTHGhJ/EVyeq67Pqcy2dmhht148sDGPwoVm3bUc3d2iWQ+j2eYUhe42nmTHU0VTbU4rILBHEg2qN2OcnvRTsyeR9x+kaYryylm4RiABU+p2KxoSDRRVVIRtexpV+Ip2eImJxk12/grV3uZ5bB1JWMblPoPSiiqkl7I1fwHTa3cC3srSJV+ZrpOfxrYub8raHAOVxRRXHVbv8AIwPMfE3iCbUTNEAyIODzya41oflPNFFZVNLWHNWsbOhaHG8DX87bkj5CDvU9/wCbeaRc3bOAq/Kqegoorpp6lo7CxtItY+H5t5BtVrU49iBwf0rxVJCQynscUUVOH6maK7HEuPWu30Pw8tvbjUy4dkIKqRRRXWbwSaZqeN2N/oFtcgBSpGR61J8HLoW2vXylMloMg+lFFOrsK3vo9jl1Xy4Vwh8yQdfSuMuANW1mO0lJIzkk96KK5aOrjctpXR1URh01THbQopQcttGTWfLOX3XEmSBzgUUVlVk3NJmEn7xzlr4q8pZrqaAyIZSET0A9azLjxg11NDAluVjDEkE5zmiirTa2JUnc2riRbu1RfIiVgMb9oLfyrmr+zS1bK/xdaKK56rb3NW7zsZ9sNku9eMGtzTY49ZumadAEi4IH8VFFdNNJQTRu9NEdM8aQaZcOi7QiEKorzmRgMtiiitafw3Ch1Zm7fOuAp6Zrfs9EglTc/PpRRVx3CaTPQPDupM1ssBX5oDt3DuKsa1OU0m9m7lD/ACoorjr6Tscb+Ox51q9vHH4EWRlBYgEEV5qGLzBPU0UV1tKyNai2Ol06/exzDGoyQPmxXbaaz2ekR6gGO85yAev1ooqWlYyiOhvhdP8A2jCZFlYbHjkOUP09K6pUY6THvI+7nAooqZpWKtqV7dmjWRwxLBTtB6V5zLd3N9rUj3chfY5AGeAKKKhrQIm9cF49BuLiMKFUdOmao2OvX72SQJN5UYH8I5oorLETcVdET0ehatoJtQudkdw67Rlmc81uWehwKfNluriaTtvxgfrRRUUpM2pxT3MHxJpbWNysm5THJ0wTn8RVjwvJcSxTRhxthPygj1ooqsO37dr1BO0rIxJnzLJkZ+Y8/jU9laC4mtpAdu6bb9O9FFcdNv2nzF3Ha1Ih1i5ATGDt/IVKkYudCCEDAfAzRRXTCbdSSZm27o2/Cesblk0yZWY2nzI49PSuitL2DU4XvYlmXEhjkWQgncPQ+lFFdlLWCK6EdwsaptO7B9K4vxHZpNpLT5xPaMGVvVG6iiit4G6k/Zyh0MbT2LgZ9OalvNg8zeCW2/LjpRRW0tjzLGdYyeXqML4yQw61Zh09tS1ee/ndTBZOCY8ZLc0UVhL4jow6TZ1ulWtnd393Oqypb+X5s0bEMWwOg/Ot+2u1Wz2W0SW8IGFCDkD696KK82vOSejN7LUmRiAFZVYeoyD+YrOvdK03WoHkeEq5JTzgAsi49x1H1oorjbcVzLczkrbHnOreB721visd3BMjDervlWwfUYPNFFFejGrO25B//9k=", "path": "/data/wangnn/datasets/waterbrids/waterbird/153.Philadelphia_Vireo/Philadelphia_Vireo_0043_794792.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 8972, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/153.Philadelphia_Vireo/Philadelphia_Vireo_0043_794792.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/153.Philadelphia_Vireo/Philadelphia_Vireo_0043_794792.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/064.Ring_billed_Gull/Ring_Billed_Gull_0118_51322.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 3690, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/064.Ring_billed_Gull/Ring_Billed_Gull_0118_51322.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/064.Ring_billed_Gull/Ring_Billed_Gull_0118_51322.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/135.Bank_Swallow/Bank_Swallow_0023_129878.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 7885, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/135.Bank_Swallow/Bank_Swallow_0023_129878.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/135.Bank_Swallow/Bank_Swallow_0023_129878.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/162.Canada_Warbler/Canada_Warbler_0041_162418.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 9516, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/162.Canada_Warbler/Canada_Warbler_0041_162418.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/162.Canada_Warbler/Canada_Warbler_0041_162418.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/179.Tennessee_Warbler/Tennessee_Warbler_0031_174802.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10533, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/179.Tennessee_Warbler/Tennessee_Warbler_0031_174802.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/179.Tennessee_Warbler/Tennessee_Warbler_0031_174802.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/184.Louisiana_Waterthrush/Louisiana_Waterthrush_0087_795261.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10813, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/184.Louisiana_Waterthrush/Louisiana_Waterthrush_0087_795261.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/184.Louisiana_Waterthrush/Louisiana_Waterthrush_0087_795261.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/085.Horned_Lark/Horned_Lark_0072_74067.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 4948, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/085.Horned_Lark/Horned_Lark_0072_74067.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/085.Horned_Lark/Horned_Lark_0072_74067.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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yd5S5kDks8RG0kHjAJ4HGAD6VDqH+kz3EKMIFlYEosgKr6Zx1xxTNHjEk8sM8G95CAVJxhRyep6+lRaw0IkS3tQxtVBaGORcPESeQ3qePpzxUqKc/MlWluSw3htI4I5AnmRtlWxk59hVmDzLOD7WGjBcNtRWB3Z7beo69+R2rCggUu/zFmGAoA5bPH4DNaCA2iBJ4Q8iHA3t0GMEHHOeQR6YqpQVmWtC5Y64Q4ilkWNH+UuSSyqevGenrUF7DFZqstnPFcx7ijADGD+FWdNtbfUoZY5gEljj+TA+Zv9n6dzVTU7COytojaybkYbnULgxnpz7VMYxXw6BGV0V5ZlmWCF4ZI4xjakb4GfXnntzTru7jvvLkmkcEIQD1zz3qnaZa7Qk7iAQM00RWcrMbeTOQu3dwVbv9Qe1bpXNWydYbO3jkeaMsxQCIAMAzf3jn8sUWNzbR3cQmaSRA25lUgEcds+9T37xTLb2xR1eMEuGfO8+uO1Z0UhilZUjwpXa2Rzz1oWq1E2jq4L50kmW2EGSz+W0kgYopGGAA9f0NZlz5N/NFdGOJZJVOURWxkcHPPPrVOM+VOGgjWW4LFRlc4GBg1p6fp0dzohkkeRZA7tkHAWsZctNc3cIroZ5tpXBhtwoIPWHJ4xz05rZ0zQP9BMks/lSuN0QdcrMvsc9c9qzYIL2zbzYEI+zjecnlgeP5Gtia9ju9Oit48q6yF1I/5ZggcfnU1JvS2qKjqZYklLgxyBYfvJE67hxweO3NTXIhnRUDCOY4G0H5GPYhuxqK1ht01GS3vZiqOCI5f4Q3UD8RkUnlEyzII9wDERyZyPf5qb7mfMMt7poJPKnhcMjbQCwyTWrabHdRcMASSQhPTn1qgtt5sWQFkMLFo134KgdR71nSSxzXQx5kTAZkVF/iPb+VbwaaBuxevbwDUWtsq0YcLjHTpio77Et2isx8pnLFlGfzqIXTr5rsFaaRgNzAHjv9DVmKF3vG2ld21lUEVCV3cFqivpdtNd6nFHCMxpnczNhVHr/nmr1zpSRXig3EcvmAmQKDlFB6n69qzrKbULdo4Ed9rt85jUE5+tacSxGSeLzXk81MFmbaA388Cs6nNzeQN2VjRsXgi1G6jEI8m4j2sccHjj6c1bY/Z4I/nLN/DgkgE/8A6q5yBJLUyoJCzAqBjPPHX8611lUXSrcSP8uGCg8nuf51m42bdw0WhZ0fT3iu5rhw+XIYIP4uef61N4kR5DbqT0diyse3G3jtUy3aR3hZXZYniIWRhgbs9vSrd1qUOtTRtc2nkX0Pys6/dkx6j1FcEnKFZVGrpDhTitWR6lYQW2i2trINt5MRK2CflQcgn61Ssra3g1EkNvy2Y2zxyOoGMEg069kkFxNIWLyohcsx5xz1+grBt5p7yC3uZ3uDEkuzah+4uM8/j+dbwpy5bt7lSd3c27sWyK9kz/LMpk3SHOTz86noPofxrTtraW6uIbea3Qxxr5hvEGBIm3Bz1GRWLrUUTeH4rVZpH8ttyNLhRvY4OO/I6+9VbM3mlKY/tojkdhGyFuDjqD1BB/wpukpUrJ6iaR2es6pp+g/Z7G5Bmhu7cTMFOMODlSp6Djj8qK5e6ux4hjDXqxQXUDLHC2fl2qDng9sfhxRRQoxpwUW9SW30OO1VXNyYQAgiAAYDr9Pxptzb+bb5PLRoAgUYJPfPr9asTlblgC0QwMh2baB3I5rPkllkt1JZdu7arDqeOn616ELtKxM3d6D7MlZcsgQY2kj1HetmG9YQfZ4ZG2/xAHqfWsuKymniaUMAN+0IOCT7V0FhBawWj+ZJiTbwACTn0rKu1udEUktTPlVAC8jNkts3Ku7B9Ce1ZkcqxuhlPzE4yOntmtfWPJsZrZIQkTzx+ZJGhOAcnaxU9CetZUVu0xuROMsBuHGOc1VNK1zOTcthJ451aU2/mybPmOE4T1OBRZxNDfLcWsUpeI/Jghtz47+nWtGJGjsWkABj2gPtYpnsD79ajhtjabpWJjcEowOMYxnB96tVNGkZtXRXvH1KOxia4YbC7IO5HOeCPrVPawCDChxzgdQO2fartzMb6zHlqsTiQswY8Yx71lRYkklXdyUwOOpq4XsEWdRbavFFYwK0YZY8vJFt5LHg/gRWddIj2u8EAlf3aqMkDsB9BTPtAiKow3bkPl7RySRxUEV6xniAAhaJiwdAM7+hyayULO6NHqhy3UrQqpaTOOCx6it6waSISIIVmZo9rIxyp9GqvfW9veW1kY5gHS33yEuWLksTgDsR6VDpnm212jw7WjdhgOODxnHHtUT1V1uY8vK7jr7SoLeZTHIizN8zBEKj64Pb6VhWgY3hjdtrl8YxxjvXS3V3dS3Iup7VyIN8bY5wpO4fgO1YCttuPMm4R8naDyQehrSlKVveNbrRmisgjuAZ/MVI0ZcRj7xxitDS7ltFumv7hRcRlfkUDh8jGDn+E81l+aWtgIy20jCsT19efXtUMcpuLZ7eSN2Ck7ZCTuB4wKTgmhNJsffOJr1EtFVcvhI05IyeBnvW9l5riztZbWRoi3LYwDgYZR681z1vLHaS25SRPOkcFyy42EHpn0PH0rVtRdm7GUZpY3JUbuN5+Yjnj/8AXU1IJJGMoNbFG7sVtJXUGGSF5nCpG2WiI/pU1jcGDy2UlE5UntkkimPOLhJAVWObzMMrDheSas3EU/2m2hMUcnm7WxERzz/D7e1DbatIvmRJdOAohiVQkSEOWBI69fY+9UX81GslhYqsuQGPc98+1aNxdxQXP78KkRfDAcHbnBGPX2qte2bQtGxYi2x5kZk4Kg9tv5cUovuFk9WSRosmfOjw4RpEKPgttzn+h/CqmpztcS21yuC6rtOOMP3zVS4nZJ2k80yt5eBlcbBnrxTLK2kuGLI5wp3Md3zYHWtYwt7wQp21GW4uFud5B8oNhz2J9AK1JrghZDI6+aRgAMCdvqfU9qe8tpcFpNhARsY9z0rMlhMblhGyliRnHWk3zC0ki+7sZ45RJJEyNiQxN95Dg8Y/WtxLm3jxvjZ8gqwZvlK9vz71k6faxyahGPk2tKAQ/TB4wa1Bp8hvzGADCjfMwJ243dvauetNLQzd1sUhaIZPtNs0bSQHdLE3Bwfu/wCFcvOkoufNdCglJdSnAJHp7V2E1uuj6jceYTPGWK4DcFCcgflWLrGkNEXl34VGHkhz1Q8gD8/xrahNbXN4t2MmeV1vxOihhIu8gdz3q0plXJEQUsu7d1IFIsO6WeIDHlMWX39R/X8K1ktPOtzKHQfLs65Pr0rapJIvluMhtktDbPJl2Zjyeg471XsfEF1ZSiCRvKtVdn+VAc85/EVrWcklzcFEUnbyhx7elYd75Zt4v3qjfJtkiH3jjnJ9PSoTjP3ZIUnbY6fSNWsL+4b7am+GST5Iy+0r2A/ECsY3Ucd7/o0UiQp8xQncQAeme9ZSbftBMeRgnbWihaK3eUcyryG980lTUdgjF9DQuUhe0F1bfIzyfcA4RRyTzRPdxSWotoY1E7t97PDA85/lisieeaaNtzAREr8uPlGM9O5+tSaRhblJGj8ybd+7XPyqe30qfZ2V2S9Uasdzp8dmsM0bvdCUg5GF5GAQfb0reg07R5jA8U4nvi21toO3eei+/FcZbxTXV+8sqL5fm7v9nrziui0ZPsKzQhZCJEPlsilsyjoSewwTz7Cs6y920TPVDNYFrfOESzNtcRZWVVXaGweuKz7cyCWBLco0kjlVB7+v9a07ic6gLm1IRbmwX93KASZFPUN3OOKpaavkywSKS7x/dBOcVVP3IWNoqyMxIXsLgPJO/krKVTy2zlvTHvT72QvM8seIm449Pf60moLFcawkxARWXcdwCgtj2qugulZY5SpaVgNxHOK0aukybXZ1U2k3Jt/7S8uUQyRCRZJEIVwODg+tQ2kIa4NxKxIWLOc9Scf4Vr/27/aWmwaJCyKtqHjikfo3GSBj6Gsq4u0sLOSWWLKowTBGA3cYPfiudKUk0XJJgNQDNcxvEJYhGN8bcfT8eM1bie2v4LiS3jFs8EK+VFHIZC7cZJzyDyT6cYrPvJrePzJ8ETzxqwGORkcD8qxrOeWNyiw/KHDyODgkZ6Uey0a7Gd2tzsJ1f7DcMQWY2zE5H3hiuWS5ljmhiEjojlZFIwRgcfN7YrYGoO6XEUrFVdSvThc+npmuYvZQl5GokV1QEKo4wPQ1pTfPo0Xe5vC9ty/2YTtcwPLuXI4UbQCcev8AhVyyu9KtdOuo2njSeOZtqyAneMdQe30rm7NligJVQykfeGdyken1pl0kk9uckNIQN2O+BTVJcxm5dzrrWO8e0E7mE2ylWHGC6n0PoAc4orPXWIrbQLOOVW3ybEAX+HbnP9KK5qlKq5PlWhauYVsY3Z1TibG4K5JDeqn3rPeRmmEawKm05ba2VJwOldFpGh318FvLu5+z2anDS7clvZPVqr2NnA966xRkwo21S/BIz1PvXZzqNxwp63Zp6BZNIA/BEanaDwC3+e9Y7Xn9nG7hmGZd5Cndxg5BHuO9ad7eJZhoo13C3XEgDYyW4P1xx+dQ6SdKv5HfVIDHFFuKyK/3uPlUr+B5rCKavKWwVJXloUbrU4tRktpZpfPuYVAMhT5jxwCe+O3oKV/Mle9ljVnJAACqME5+8R6VYsrOyTzHUMiCQSKDyrDdnH5VE08bXhkgR0ilmZkQn+E9jitOZdCE7XZFHdtCEmLFYJEJMatv+ZfUHoKpw3Ek0kqjO1zu3g9/8mtiWFQ+VQKFzj5cr9D9KZ5kaIF2hpTggkDk55/CkqqtoiOczL2Brcr5mSmOT6+9Uo5o1GeDtOCuOwrd1k77eNsDKcP7Gs2CBJLNR8sksjAlAPmX/wCt0rWlK8byHEc08LSyAxlUK7gD03dQPbis+yLtNFbqoO5uvpmtEJNbrJbSIvzDcFPY89ffArItZMyqwbleR9a1ilyuxstDUWSayuioXKkNyO3YmrsDgyhYpmQxDeCFPOOpANRi9jiuhLNE3llMY9c8VasL3T/MDBGZGjxIgGCBk5HvxXPJu12iJ7k7X0UnmWsl4kKyKNx2kjPrx0AHasq/tY0uo415g2hfNUcP/tDNJcjTla5+zGWRQ4ETMMHbjuO3bmq2XgS1E0itjgKrbioPQH0NXCFtUKwrSS2k8SyH5oyG2qfyq9FdrcPLHKEVZSX2A47Y69j3qhayRXF9JBfMzqAxRwwBVqktEML+asZeVcghhxnsauaVtRuVieeBX1GFjCojjCb2X2xnPvUjXTSyvCSVikJdh1xUa3C+bK08qbpXJKhcD6+1OtynFw0ZWLeY98gyCeuP61lK7+RlK8glRftR2Rvgx5MbDBBHer8c0QhSQYXGSnmDqvTHse4qaby1jW4YkxMuVYH8j9Kr639mUNtXkbf9UcqcjqAf1rK7m0rFJXMqf5b1G3M/IYkcn1/E1a/tZL2dvtQ3w7Qqr0YAHjHpVArIYwJGZWCkjsSRxio7a3LSKCoPrn+tdLirailGzsaN3cfbd0O7dGNvlZUBhjsSKithBbySKQXJ+Vdp9fr1FTrBaNbeQw8i+UkoeSsg9M9jUunwgagjvaIzYztf7oOO47iom7Ipt2sT2gVJpreRAs6gDYw4GOcVD5K3EhSCN5H3bQr/ACkcZI9MZz+VEt8LaSRhEWZ5Sy7eMZ/wqHTZpHu97AyoGyqEbsgcYI+lRZ8rkQ1ZD5Z9sdvDDH5UjqquwbHQ9a3BKZI4DCWVIB5ZOeGb1/P1qqlvFIJ52iHlSZKEclVLDOPx4/GrWk+Qy3VsJNjMC8bNyuewP19fauerJNXJjoyuXaZ2S5jI8uRmbjkjBrH1G/a5mR0UGL5Uw3OcEdc1uR3cZ1WZ5ZVRpI8OhGcv0J/HrVGbTIr67xCkmBhnKDKjHf8AStqbUX7xun3Mnz/NuGWJgrl9+09eOu0+ntWxbsMGMISCpOMd/rWDNCYtTfH3Sh2kjkg9K2YpNkdsiybDLjluQGPTPpzx+NdE4ppNGqLOmXCwzu7/ACqgy3Y4AFY9tb6c1xdS3H2k7nZoo4sDI6/MT0qdvtFzeGJUkSFpNjtINpB7k+grLuC0UjMlwHTeQpHpTiraCkKCpnbYNi7jgZ6VpRfJCTjOT901nI4M+WQYPqK0ydsRO35QOnWpqdjSGrKeoTRDeFZnywYdsj+lWLQwRwPlJBgAnB4b/JrMlUNHviYkscNuPJqxFIvlsswLZUbUDcE/0q5RTiY2Ne1uTeAYjRGQNkKvT8PXrXYTaM+nzQ23mpIjrHKrjjKsAa47TkMdsyR7QWbazc5zXQf2rd3c4EjKUSMRgY+6qjAx71jKyGrWMS6tp7bxBMY2Acu25Q+07TwevXitaxjK30KSQeXLGNwZVKpKMdu2aq+K7SZ9VkulBkgjSNdxXqAuQ34jv7UzTrn7NcIks7NC5BKO2R2yfbj0ovpcvQ5yadXvtkqbo4m2bcds1M6rFAhYMZAOMN054/Gul0/whZXOrXIk1IxeYz/ZAgDhpRkhXPbP9RXNxT+XdxJcqVSJzkHnaT2NXo/hMpRsaulwvbS2csf7t43Zuex/zmtqO1N3bRWdwTMnm/JuPEYOTx6Csm2medhNISqK5IB64A/rW1ZThrQzDI3dKhQbV+oWMTUrd/8AhIhG8ZES4VG/vgCnJAftsspH7tUXcF7jP9OtaNzqNvLcvZSQyC6iIkjkzlSuOQfQ1FbSQ24Jc4LgsT7Cmot/EO2mpFqSGa3aZI/3XmF0HoOi59fWucx/pjiVBuXOFJ/nWpqMUsNtF57skzuVjHUKpJLZ9+grPcQxl0I+XI5X+VVGKSG0PfiMyWyOQExMynge1RK32eNZAcMcj1IB71O7LDb7YcshYFwv3etVvtZTfJgEFRtDenpSjrsQIxZI4bYSGWMEuMjK5PcUVC8zhEkUHAzgjp9KK1jdIEjr9ca4fTI7RJolt9PQIqRHHLHhuuSTUekxLEjh0O2JCWYdM+lVLxg728AEbMzF2PBK4PrU11KbPw1cNHxLcSbFP6k/kP1riipNKLNm1ZszraHGrLdyPlVJYb/uscZAP44qs2nlYbuYRuiqvC7twwff171o6XFM1gk91JgMWiKAZPqGx6c1L58srRqGLcFo0K7QfeqdSUZW6HM273ILO0KaWs0MgljYFSsfJDYPXP8AIVPpS2ptYUukdpTF+6479ifYVPKbTSL5pLcL5V1Cy+WOVLEDn2xnt3rSW3Gn6H5dwpLWsnlvsPzKD1B7EHAP41jVqaepdrrQgmtnuoDI0rlXXciqMBH9/riucuFktrw+ZEq7fu7+Mev/AOuuogEq2oUFjC+PvEEAdsEd6wNdma+ufM8zAYsGOBuyTz+HHFKg3z8rJUVfUgu/sazkJdSvIXDeSyfLtIzk/Q54qzYyRhwAiQ75AysoztPsewrKu126mxlYM0eASv3SoxjA7gitW0S0tpbq4t7tDHuyqSAqG4yMDtz3rqqRsrF8r6GP4guJ5rx5J9iz7yrFBjO0Yz759azfsrQ2sEgHEozn6HpVi/ZW8uVmG5stjOepqOJXayjkNwSA5Tyyfu+/4/0rphpCxY0edczfNuJXgL6gVdsoZYY5GV5BIAPkGOQePwptrKlvd/v2ZV6GRf8ACp4HfajkZiAbBP8AeJPB9amcmTJWRJpxW3M0hWN4ipBx94H3HfpVSKMSNJK+1CPmWNx1rRl0nUI4opFiWMIAWYMDgH1qrO0Mduob727c4C9fcGs1JPVCVjMWNEvsb1aILl2jGR/nNXbXUZ3Ei7AFxuCj+LHY+tRiN/mQquGVWcoeg7Uye1aGRNjHdGMhsYzz1rZuL0YnpqRpILmVGnJXscDJB+lWjKsl1OC6rHIA3lA8HtwPX9aqrC85acDCIQzc/lSTKgkBjVxgfM56Ek8Y9KdlshqxryQXqRo52mIIPLbOflz6fpVlZori6VZ7lINy7XLJkZAwAMdBTtHmvIpI5w6KREMeYAdy9OhqK/tYUkW+8uKTzckgn5HOeTgcjgj8RXNdOXKxKOoXVkjTSuYsIoAKb9zAgYz/AFqOOKO3l+QBk5LEc496I7vZtMskqoqhWHBCj3PfoKbaNIJmeJS4cHaQOD36UNSCsrofPeb4I54kCTswDIT98djjtWno13H9sY6jGqwSsu5uSI1BJIHUjNZU11Lc3DXUwQTcBViQAcDjAFbWpKusRxX9sFS58sRz20a7dgQAeZ7571M1FqzFC1rMwNZne+uZcIE8omNAvBxu/i9T70tsFglSHoqoW449O9LLGsd43mqwctxkd/epJ7eZkhuIVY7c5zySD1/lVNqyh0FK2xO+oPC0PBkhU8AHBFbIjluJzNb7gFXcu44z04x0IIzWFZTxx2qSSlZC5+VDxj1z+lSrc3FlYQJEJNrbisrDgc8haxlT7bijTYyyVFvrm7dA2xGwp5By2O1Xku/OVtsahZEwyoccA5A4I/8Ar96oWJX7Febj/Cq5+rYNXIJYIWkULldhT5hkHH8qupsayajuV5rSC9t5b1QsFxG20RkYDLjJx7jn86psZZ7T5EDrbSNuTHQkZBP6irs88GolYY4Ll4uqgdcn+eK6Pwz4TaFRqWpSGMN/yyTG+Q+gB6DHVj+HrW9K70e5XMUNEs9U1i2BjtCGjTaXkXiQYxznuP1xW1p3gC3h2SavNFlh/wAtD3HZYxgn69OK3pNSa1Xy4lW2SPhI4scY45Pcn2xWbPO01w7NlsHcPm610Ro2eoWLccWk6YiG10uNyvCyXADEcYHy0S6pcEIiwQRIeCohQD8sGs+S4JY7nGSdoz2/pWdPqXlq2Dgnpz3rbkiugXJ3vgrsLmCInduASPbgenGKWOXTppfMexjffgEIx3gj+71/WsefVJEYsX46t05qB/FN1DF5cE7RNk/PEdhz+FJpdiT0XTNBsL6Mk2epWYY5H2hAVPtggHt1qwfAEGRJFc5BYyYKEbj2HXHWuHsfixr9latazSW94MZikuULMv1IIzXoGm+L7+38L2mq63PbPPeEyxRwJ5eI/wCHI9etCowloK7sctrvhXxFmSKJvOszhgqKGKkDtznPX2rBfw7fwXLF7La+0ZXaQR7YrqdU+I+qSY+xxxqHDFcckD6Vyl34v8QXrqjXso3naqRgZJ/KsZ0KdtJFXkVfEt5dW9xBDLay2sQQtI6oV3MeMg+ormBMrQspG4NkFj1J9a37/wAQahEDa3N400vIaMMNqDsCR1Oeoz/icQxmQzTyNmQkmojGMVZCZf01x5apCmI3Ozk5O7FdLaMsVpAmMqHA/Wud0SONrSJVzu8zcx9/WtkARNEvIEZGMnJJzUNq5VhupR7PEFw69fJB60su3yowpXdkDnsvf+VV9RWb+0pJw+WeNF3MOuSSBRE0a6m6SSr82Cqk9BjmovqAzXpJFsrGSTr5jbiO3H+FY0EkDgvIfkEm5nxznHH4VseI38q8so8BhsYhW6E1nWUSypLuVNrHB+U8DrkVTaSE2RSSNHOyo5G7jDDAI61Xmt5UTe2zB9wRjtTZRJ5hcc7FHT09aWeTMyqAWULnpn8aI6bEXEKbZkRiduwE4YcZz0oqGWcSzRrhdqrt3KOcf5NFaXLVjb0uAiFnB3O7bFJq3rBZp7WxRMpAhLsem4jJ/ICruk2u6eCFVJ8td2O1SwW9tISAHd0ZnukAGWc55JJHbgY9K4nUSldjnorEC6cg06SPzFa5CecpaXhlC5+UeuOvrj2qO4kuJrS1A5SKNWDsMHaRjHHUf/rpL3TZf3HkSsLZ1ARWwSFzt5YcHmrT2k0uti2hWNyUDtEHxllHKDtk4rK+l7ma7FsxrqtgqzLGI48Knlr84ODkduPr7UK1rYalNbT3jtaTRAtIFwy46eucGsCAX4uFhTzWkRjsUA1e1OzlaFbh3bzQD+6ycAH7w49/51lypPlctGCb2H3/APpVvELRXh2qfNck7WOTg/XH5VEmnpc2sa6hGBKHVWKkjcv9764prmdbNo9+x1AUZP3f/r1AtwCiQ3E0wdiFjlVv4j6j8q0jGSVkTfUpa1YR2zMocu4cR8HgDHAFUUHnqy43yBBht2FNOm8ySXdhpGzgnGOgpGlniViYyFwFXPG2uyF+W25sZMyMkm2Rg5GRx2/+tVeJ2QkDODyfwrQvcyN5mOCOoBxmqMa/vMZx711Rd0BcAFwVY52cAE/rWno8c920tqJkMcHzBSMgnPH61QdJZJFEbqEZcZxjGP61oaIzW+pLax4XflG4yT36/UVlU+F2JlsSpfag5mJMu1GLPv54HGM/jV2XR5J7AxuI1uGAIO7OAcnP49KQ38MGpzzxy70jkRVRejdm4rctrmCW6a5aPEcgPlDIG1h254BrjqVJRs4qxjdnEvZ3VhPFuVV8xQy45wM/oeO9acmL6XzJJFiCgKVwSwA5yfxrWnnguXnxHh5Wwxxztx0/OsuLUljhn2FfNmBRty5yM8Y9OlUqkp621L30KMTf8TCa7iRICj4VAMofw9PaoLueK6vGYWqwxkfMiHC59R6df0FXrLdIS2/IkBUr6iqWp2+y7eOM/KcAjPPtW8J3k0KLd7F14ZrUi6hYO4jAUN1HbgHrWe+oXZvPIn2qqSFim0DbzWndL5VpaLMvzMPlAI69iR6VSayupQ0021MHgDq2aIO6uzW2uhN5s9yrmyT7zj+H26+1aZtyLqI+TO+9Nu4fIGOMPg+lR6bZ3NsZbize3fjlZVK5+hFE098ZJEu48SA/IY3yFzzgD0OaU9EKWi1KZgmEcknyloSc/NwvOB9auW3iT7FYzQW9nCk5lLK55wjDBX35rMvIytmsiZw2Cfzp9hjYpYnY0ivIrKOQPf8ACkoKUfeIjFGisR1DTJL171YpMeWyOMhiB69qdeS3ohRltx5KJgFRjPYfmM1XRkuI/teoRN9mkfyz5S7fLySQyjvjj61KyTkxxvcCSGJB5brna6/3/wDPSk4pLQtpJGdJYH7MbiCQMgJXB+8pI4zV90kfQbaItH5cTFwrE5y3BxUhiS3sJoFSZmlYM7xn7o/hPv3qpOSs8UUU7tERxkYx6g1PM2EZprQtx6fHFpVw28eaWH3jxj2pXsTHpxmikHmKhfZnpntjvxWjbLbXmneYIoybdfNdHOAw3Y6j2qzpca6bdyy6lFutY0EylCD52fuqD2Of5Gs05NpGU25SRd8P6fFpNpbajdQZupxmztWGCF/56MOw9PWtBr6X7S6TktNI3LHjHt7DrWTNqk02oy3tzLuuJjukweFHZR7f/XqFLxpGZti7BkDdXp04KGxtGNjQuLoSuqngZI5PFV5rzYHj3ZPHOKpuzOoUtgA/Ju/hFU7m8VGKAgNn5a0K0LFzcyyDLdQwHA78UHQdRaE3JiZIzj5n46/Wo9Ov7W3ukeSJppEwsKlcgyHvUGseLMyz2rwTpOszAyiT5Rxj60atk6GXrPmQn7qAYGGQDGPwz6Vz3muT74q3HPc3cpillaVQpPzdv60/SNHuNY1WGwtuHlYDLdFHqf8APekT6FjQ9Ln1fUI7aKJpGP3l29q7uXSY5m87UbtZCnyhIz8ox2Ht/hWPO66LJJp2kTeZFGDHPcxf8tPUfTNTWME2oMplkMdqGCcdWJ7Af1PA/SoqNpaM0joRXEcEsjrYxKojXMkmcBR6k/pVO0ZTqUEFszEsjNLPtwSMfdHoP54q3qDpFd31lbjZaxsoI7scdTVbTnSG+mIQeYEABPTjtXO5DOeuI2kkeUE5JyfYg1cRVMQHHPX3qmJmlkckBfm2t9Aev1qzDMondMMYgQAAM9app2M2a+hxiJmTaAEkwDnr71qSxLdSWxTGC/LA+lZ2mZHnKABskxgVo6QpxaIRgsZJQBWS31L6FGTKXks0hZieFUnjjIHFEltGtnJeOA0oQZbGeO4H1qK8klXVihfergMoxjAret4V8s5+ZSRx2xRsCMPU/Lvb+wmDxyLINxVfuqCcfzqO2cmWTacYZuAeoz0qzqKpFey7QE284UcbsVkW14FYNOCNq53bfvGpmm42JkzTItbdkikgEUSsrOuMmQ9xnsAKybzybi6kEOVLHZG57gVpJcf2glwQuGGfLCnnJ/nWVc7oLpF28heD6Gs6aafmZyfYz/srW8+GYqGJGQOQKK0ryJnt1cvGHU459KK64PmVxo6iKVrWxkmQhZGIKknHQ8fpWFd3CXMshcsxlG9nCjIIJzkdq1NVvTbiKHYhYguNx9O2O/U1nSKbiKeRB5IlG5EQfdZevP5cVxRik7sc3rYZb6k1tZeXAW/1m0sw4GDnj0rSsbq9sp0nSIef5gIGPmLe/wDhWVp1nDcJbCa4icbyTHuKhf8AaYgccfyrQRZkvXaOZRPCS6Bj9/0K8Yz9aKkIt8qItrodJfa6t9BFcTwoGSDcrI/3GVz8rdx6Vi3GvSJfR43IJk2urAHbntn096x5pLy7UXBeMvOWLOG2lmzzx61LeFmAuFRCQ6Ryb+hJXg/hnFZRw0I7ouW1y29hdRQ+bHAHEDMXlOOT1PPfisC63SXKQKjLNuVxjsO3Hat77dLZwSxho5dybVRwTyeuPpWPMvlOpdj582CXcnIrei3q2VGN9WTXMqJCYYD5jk7pih7H/wCvVZYh5TC4fJMYIycEVHGkkV0HRCmW6fh/jT2CtK0iqrY2gsw+Vc+tbpW2HKV2VJ42kAG/GRu246gVmQkGRfc1vmLYx3nBXPX05rni2yVT0xjp2rWm7qwka8BHmyB9uAWzk4wM/wCeKupbxNayTm5PniQlFUgHHHJP48fSs1IxdXHyum3qGbp+NJbSNbTETYIAKjnIzUyjfYGWntTEwmB3I/Iz6j1PrVi0uNkiI0iyKxYiNuoP/wBeqV5fz4mXlQ2Awxjgd8etQWsrRP8AaATtYbVYnJBxzS5HJXZDZtR34nllCA48vYNq4GcZOfeqhiU7pI1BEZGTnHYdBU+jWJlmlWTzRGjBYhGPmd24wfXqK1NQ0KDTtPkkW4meZQEfcysjMDhgMdMcfWofLF6MqK6mbaRlJjIr484kpjjb25/OqepwSmUgh2eLh37L1wM+verWlMsl8kb/AMJyu3qfY+1X5ri3iW5t57meON5MtEiKxZwOc/TJAzSV1O43G2pnwyQz2MML7ZZGQyB3XDxkdB7g+lWpZGFnLIq/MNqj1zxWUZ1aMLFH5khcqp6ZX/GtC0kuHC+YsewI2VHrwM4q2gi7k9lNJ5cVumxQzlySeeOcY96L6aOK9upBKHy5DK45yB29qbf28SzQyOXjjyvCqCfqPTqRVTVLhZLiYqNokclCT0HvUtX0CWuhPbPbXMypcg+VsYsOmPSo9tsJ2jh+0Nb7Qw81RuB5yvoR70lnNb3Vt9jW2kF9yVcyYVhjjr90c5NU2uHS23RSbnc7GGMYPqD6U+V7CfZHRG5+1xgRxlkH3YzxtAHPtWfcQNFYGW2Hl3TSkElsEgjqP8PenWuJ7aeGFixOA7ueVHer/wDYM0cdxeS3CssRVBFJ1cY5+hzxWCkqb3M3dozNLM0s5VyJHRMDHANX9RsJUaCPySJvmBA5Ln1H8qfZLGb9d0HVSD2GMcc/lVueYWmSsu94xuG77y5PTPrms5VJOfukRvF6Gbp1vc3VslpHA/mtOEOE5CgDJ/CtfU5o5LmC1gJaKzUrvb/lq47/AIdMfX1q5Yu1lY3F9bSK0tyuYCpIGWAL9fSsAT5kZCBnOTgdcZruw8G3zNHTZbkk8rFkfjcCMjHFW4biKNi+35DyD2BqjKjTSr1G5e3SqqM8CuNysg9+a6hlm5nZycsRjOBWPK7rLzksSDk9c1Nvdyfl4Pt2FROoLY6tVWIZXllK/fyW+vSrSix1Q7766+z3LNtLFCdwA6nH5VXkgJH3D045pjBoSdvfr8tJ3EXltLWJdtrJJKWHzyumwKKg+1T6fJN9kcwvIhQuh5CnrimJLcuuPNOMEc+npUDhVP8AFwOKLaBcvaTBcXMiW8LFS68vzwueT79M12cCqsUdtFjylICHueckn9azNPsxpemCB1xd3AzNuXlFP8P+NasEy/uzjAGcY9enFctSfNKxaVkYOplH1vUlB25dcfkKdpMKtISxBYliPw4qHWYdlzqkpI3+bGq89Mio9InZTGhH8JbPoMGsyjEMkZSQsSHyTnOPwqWzSedtqYXcQWkx6cVnureSGZSUZ8HHc1taQdySZcnaAAq9q20SuZW1NHSMRfaVeTeIpjl8dcCtrS9rzrJtHyp5Y/CsOxiFrFqG7adhJOPXGcVe0S636cjjKO4cru9Sax3dzRbEGqqTraADB2hcD1zXRwKEgClc1gXD+d4jgPIAiDEH16V0CL8oGOGUk80mM5vWWQzXAZvmDBeOxwKxYzvHl4LKjbcE8v61oXwWXVdRVyfkk4GP4eOazTG5t3ljbq3zDpjmnsQyzEZN6MrgBm4CjpmmXimXYqfOR8xGeB9RRDHJhdpAOMhRx9P5U+WcW5YeViRh85btWf2tDEpXOHgAU5bIAA7mijy2Yq0Y75yO3tRW0XZFxWhtavcSveGMvsVR8vy878Z4PXocVWtpZJZJCFcgqQw9M9xRMsqajLPJGxSWTKNn7p9fyqo960TNcSbtgcqFHVgKwtzL3RNXdw3zWxkWJnVVGC3ovb6VZkv3t7G7RcNNetGAc9lJJ/pVTT76a8nmwTHDNhfL4ILDpk1JdyeTa20O0FonkYNjnkgAZq+W0rMcUr3LjuSum2626RgR/NKrZZm55PoM4psxcTGFIxvdSm0H17/hSWQiiC3Eq72b/lkvJP8AhU0l5HZFJpFWSaTqFPAUdgaztrdGriupPZ2kFmY5J2DR79khDfMvB5A9eKxL7/Q7hWOZIZcNmQ8rzyPetaaRjaPcqqAbS2D1Of4h3zTNDe1N/EurxI9o/wAzM4I4HGQR7np7UoSavIhu70KEc6m9lA3NBJuyrA7due+KdZ2ymS4kkZkIUFFDZA9B9KmeS1ivbyBXD229jAdhBPPGfTI/PinW08a+en32KjgjoBWrl2EZStIUKhc9QTjlf8ayrhQJdh+90OK2biYooCgrhcMex7Vk3O2R98fQHHPX2remWtiyzxoyEFRlSDjqD71DF5kkiMyuI84bavQd8U9IPNJG5dxGdp9u2a2I9WEVs8UQjcPGhYTAZVl67cfT60N22RLMWdIwuEmEr7s8jtWpDbvb2qo9rJGzqrbmGQB/eGaywVjlSdztJO7aV4AJ7Vsz3oQF5VbzeAo2khlPb0xRO9rIiw4L5tm1wZVijiU48tyWLjplfT3qebU4ruxZNgaY7VllDnEhB+8R/ePr3xVazhnndlSUx53GTIySMdh6VTFwryqkSlF2gsB0P1rJq5SWpqaOyJIG2Lu85RuYdsjoe1U9fQJrd0hzxcNudf4gfQVFbs4uNoY4JBx261b1mMjVrollZCxZSrcAk9/pRHSVy57FSHTzK4+yyq+2NnZXOCuOuPWtKzg/cmfPUFGX+6ev6iqRjt4oNsRIcAAFmyM9fyNagmysyx/eUdOw9MUSlqRDQtwWqPdQzSjJ2kbWHXsKxtYRYrm6WRQYYiYkwuPfH511EK7ZOOcEA98ZxXPa0Hk1C6SKQ48zLKcBQfX/APVQtGW0Ywdooo7iUh5CdqsGyRinLJDLaM8rMJDkqiDoMdSf6UksElsFhmQeZ/d3e3H9aSNojqEc/l4iVh8mc5HpWmm5FjeuGjV4pLeILGkQ3lB2IqQeIkuYYVuP9YWYsqjj/wDWTWjp8qyx3AkXrvyMDnP3RiuYngt5VfzGMU6j5VVeHyevtjFcUIxqSaktieW+pej1N0gdYkInJ+RR6nq39KtWumHXrW3trNfNuRIASowTk9/xrKsbd8eYHICMjRN/eb0PrXrfh/T30XTXvLoKl/eAsMYyqY+9x04/+t1roVG80olctzGvbK3tiLGF0MNonkBo0+8/8TfTPH0Ga5prKQMV2YUnB966a9QQSMuT2asaeZmZwowpPrXo8qtZFlAqVDALyBz9apND91m9DWhK+zdlgxPQVUm2qu7cOccZ70WFuQ4xGODgEY9s0ph2xlwQAerHvVaWd45Q+TknJ3evapZbvbbKqPuZOenU02SRiL5j3xkn61WdCWZiV5Pp1qWKcqrZGWYioWmy53YGeopAEzKifL0PX+laPhOGGTW5Ly6BaKyt5LsDbkGRcbM+2Wz/AMBrCmk3MwHTjH0re8Ls6/2wI1JZdKlcLjO4h4/6E1Ethrcs20k0geeRz99mZm5zk+9blggWVP4iRyT1FYdkM6fGXzuLEuD2Oea2ba5CTAkEB2CA/UVxbFmFqr/v9RMgYsZs49OOKXTkZbF5gOEt5Gzn2OKi1tgLy+2n5vtODnuMVa0jb/ZNwsrEB4JB7AAGhDOehkjfToIgMOWIbgcnOc1Y0+B/7Rk2MVG4HcP5VlhvJRcDjecHHNauhSFpXbOQf51rYzL8G4afqBONzuQuTzya0LeLFhapzmNcYX19Kq2YQWs24Yy56+vatXTmRCmc8Skt75rG+pol7pnXkrQeIzuADG3RgPT1FdJlfse6TooXj3yK5PxbHNB4giu4zgLGBx3wckflXT6VzpqyOM723gHnHcVTSA5aaXff3jAAFp1XPtuxVCdWW5YxkYLsT781dmjDGVBgZlTB7n5s/wBaq3Emy4lCgcOw57DNNbESI55pFkUBgyx8Lzz1qG686WbLNj1WljIaDdtLHeSmD0qSCIO7vI2GLcDHWp0iZMasnlrtjyQxB5opLhktwSobEZ4UiirSb1LRJqmqRSQGH73Pp0rNWOe8IIB2ZxkDgVf06xtbe4mOpfNMiEhMZBfspqza4hh3MRh2ycDp+FRFxprliWkloMsLWNYJHj/dsijAbuT3NQy28jwRM0YwpYZU5DEntV+zto5UeSZmMbtkr0U46Z9fpWms1tbWc1xOAwjb7mOvpWfM09NxKn1Y6KxTTdMF1PKiO4CwpgsWY9PrWLdweSJLQsXD4YNjo3Ug1V1rWbqe5ZGPyJIDGAMFcdBU9lMJMEsTGz5bdyRz29KfJKC5mNy7lm0Y3O2NMbEG1gemD1x/hTNWUq7xW0iSwtOgUkZxx69qW7hgdJooDgo4YvuOAD/9fislz9inG51cIcBQ2QDg4P8A9enTj710zNR6oRFa4iaUiQMvRRjpmrNuJpdywfumZSpLnG/8arWUhaMLJuQbm+Y9D32/1q7FBcCN3UF1UbpNo6DPBPpVzfLuDdik0TzRMFI3KDuGe461m2oLSMj8buhPY9q6pLGJpHVU3O0WcI2M+p/DpUlvo9taW0is3mJMPnGBuBB4K+hFSsRGN0wU0c3CzSCYJl2UcdgR6Vc0+MJGWniXZkEbxx9M1ev9BWzmW4gmCxuAcMNzLkckj9M+prGk8/IWQkcYAbkVfNGovdKexbMSi63pENmeDnOP/rVLaFvImVpm3Y2Equ4Fe3XpVN38q1aPa+9jw275ceg/SrcSxx2avMA2TvdTw3oOvvRJWQEc1wYVG2QK/wB3p1XocGnMGVyqA+QuApIxg4zjFRxyxzTMiKJix2xqVwSSMDP55q1NHcLDG8s+8E7CrdeBwc0NWQ0ne5BAo+0/r1961dUtJUnvTBFHIfOyQ33kBPbnpzWXbqzTPgZKrk+wrShu0u7sxSBi6SSOzxtjKY5T6f4Vm7rUqRnkJDFjcis3y4HP44rRg8sWzhF+YjcxzVa7jRppDFliqF/MkABbOO1W4IzhmLYOefYY5ocly3IvZXL0StG7CDfI8jb9gbGSOMD2qhr7KzqxCo6hiTt+9nHA/wAa0bO1ld4rhXDW+SN+DzjnmsfxJfjz0tYfMXy2LMW9T6UqbcmJTurlSO3VbUy3ksYDEqoDbiuMEe+CMimi4t5PLiigCq5wAccH1qnBfyH9yyI5AIXcMFf8aZEkn29Ijw4dT6+9b8j6jTubBuIomaIFW2EHcpOevY1QnuCLv5izKeVL9dp7fWppZkuLx0t0Iy2MsNv+RXRaF4ajnuxqWqtItlbEbQBhnbsBn/PfoMGYRs7D6Gr4P0JLG3k1vVo2eNTi1tW4Ltyf07+g9zW5qerS3TLPI+ZtoDbeg9h6Adh2qnfai97IZ3XaiDZFEn3Y17AfzJ7ms+WT5RhxuOOO1dsIci8wQk84k6s5fknnvVafySAM9R696jklVtzdT3+tVmnCtkqP9rmqAa6KCNjcj9Kili6F1yP51M0u75v4P6VC08TE4/h65FAtCCa23k7Ryoqo6OB935frzWjHLtJdW3LuPCnmnFIpG3MwDMvr3peQWMpCRlAMMT/EKje3dclhw3I960ZYI0mKZyfpxStHIFKq25W5X5c8UuoGL5K8t/d6V0XgTUY9M8VwLP8ALBfwy6fI2cACVdoP/fW36dahj0/z+Ny5A4wOpqpdWTIuOUYHOVPIPqKbiLU0GnWzt55HdQLaV1dF6E5wOa0YFkntrXap35V25zgmsrV7q/vYYby1tYW+1JmdEjAUSL1wPTOa19MuDNcQyspRikeUxjBJx0/CuGUbIpGHrNwk2oXO2MqonOST1Iq7bgppdwFXgWUrEjtmsu7YC9mDAEC4Oav2dw0sF8rDCfZZAuO4HSpRZzcr/uLcsSAzEkkcVd0Bl81wSAAwOfaqyD7QbS3QAnbzn1OTS2EgtiHUhS29TlcgnqBWr+HQzsdPa4gtbl22ttLMPf0q1A8j2MBKlZSAGUfw4PP6VW051uLGX5TuZDuVx3q5bIbx54MMoaPdlTyDjmsI76mnQb4lmiefPynCjHvmtC33C3aEqR5Kkj09v0qgYll1eNWXdHFaK21h1b/IqaCZopb4u7lfJDDI+VOvGaFuN7GBOiG8hdHPzTDPPTArPuvm1C4JyDvK59BmrVtCzahFFyfJTeT7nv8ArVO4EjX8kcI3yvJuAHrWqsZvYdF+5csN6opO1hyKvgFbMNLxkbm4561Ta38qPbM2Hxnd1ySeRVmaRJB8rsc4BAHU+lZy1Zk9CrNA09uSHAbcCFY4z+NFLGqSFQ5ZiTyDRT5mtBqTD7Hc3eoyTw7gm7duI7kA596fJbNZhpJ2V2VslA2ck+vpTprzyAyRSkzMOHOSq8dvf9Kj0eye9cgfON27cx4//XnvSburs1VrlxmLgtIwiX+MjPHsBSZlmsJQIiI3IDZ6qu4YJz/nmr1/bpYQYkJ85AGKdcZ6H8aSVNli8QLOLiAMZB0U5BIqIu2pbOS1IFdYu0f7wlIqaCN5LZvLIDZIwTgtyOlP8RQKms3TfMZBL87diasaRBFIvmTOFjR+RjrnFdMpWjdGZYkFpZWghA2q5AZ5D8xPXAx2B9az71FaUOqjhjwTxj0/wq5cxq0bxuzLIMBMrkHPrVaWBvPtomGfnwcDg8is4PW4LUhkW3WAxxl9+3zGZux9MVoabdSW9i0HncSDBbPDe1Vo4vPhUsHJwQWA5wD39qt6fLZ2cjwXCO0ZQqFz0JPUGiaUlYzcbkttEttBOLaVluWACOW5A9CPeoDqbwNHdSw/vghiaJ+NxPIb6Vn3Nx9n837M8qhyoyxyxAORUdtdm8nuIZZGKzDh3P3T1Gc9qI0tLvUIx7ky6jezXCSSyNIu0qOTgL6D0/Gg3a7o0lLPHyVboVz/AIVC1xMpeNn3MuBx7fzpVgW5jSNSAxJHzcbau0V00KGOr2tysY3FVXJz64//AFUC6MixwiP5hwCeSR/Sr8hlufKjlEe6zQxxvwu/vz6nHeslpTGxnTKFuAB6HqKpWewLU27e0FtrAdIURYELFQ24BgOOe9RTXDSlS3JOMDGAoPb3qC0nPlb1OMJtx/LPvThtYnbsxnPHXFZy8zRGjpYEUOo3DEEiHywPUsapCKZZXKo/yytkgdj/ADq7pskRgubaQjdM0YH0zzWvqEa27StdPCjqS1qoBJdN33SR+I9jWXPZ2CRztpIfPnaVWGYyD37YyK1Y1BSbnIdtq/kKzL4mKbagJ3cEnrjuPatOLaVih54fn2rSSuhct1Y0bRBHCoSaWJk4Kq3DZ74+nH4Vk+JPtEU0UrukkJVgqheIwfX1JrY09heRh2UKSSvHcjiqvidntRAyYR3jIbaBknOD+lc9K6qGajY5FRI13CsyGM5GNy9uuc96uWoLavEeSPMPJ78VOL+ybT1to0mfMoKsDyh9MehPNaeiaI11d/aJiVgQMcYx1HH4/wCfauu7eyKiXLXSEvdZa4fKWqRo7sByzEfdHucfhWzdzmdFB+VU+SONPuRr/X3P/wCoWJpMBIIQFRFCqoPYcVXkJUN90ADiuqnSUFd7jepBLIBGq4wB15qrK+48cjnmpJJUxwpKknFQSHdFnpjqK0YFWaZcYQDA/nVSTBY9vSrHlMwLbhyefrUV1HtjJ+Xr1pbiZTnkxnDcd8VRLMTnPAqeQZfHWkEQz9O+KdiQSTaoxuBHTFPNw2RjIx7d6uWlg77Tsb5vbvV1NKEjtnGQefrRYepiGWYsD3wB06U9bieLBBbcP4v8+9b76SsWHYqBxj3NLFaJI+0qv/AaXULMyY9Ym3s6pGGzk8dadJc+eDvU4yTW9eaFZS28SDfHMzAFuABXN3UclnfTxO27axTr6UahsaWkvHHBPuxsQiUNjoOhH54q20Mkl9aXCABSQBzySSaydJYfawjcrKDEfocf4V0Gnxs8xeQEeUxKgjsBjp9TXHVVpFR2OWvn3O67QHFw4Y/3q1rS1EVpfsSVCWJAOO5rE1ANHPIpOfmYg+5PNb1tJ5nhu+eQ4Jtn28+gxWRZzNgiLJE24blHAxTbKRg0Z2jbHPznqSwxUUT7YkQAb25BJqxA0UNnKJMh+HUAZOQasjqdHZP5dlIq43ISv64q/Zx4vYAo6Elj3IAxisXTrgzaZLLtCl3LY69DW1p1wok82Q7VwSeMYB//AF1nFWZb2Jbl0t9Uc7GJMSgbR6AmoBFIdNbLkh8ZTsvf8etNv75INReFzuZ412jP1q7DKp0u4YpgsWAX0wBTsIzo1jaK6ZPklReDjuOlc/p8aR3Uo3fvj/y0c/eP07c10fkkxTsoy3C59ea525jH2ycK+3a2QBQr2sTIfJKhbMyB/LGwFTx/n3qKFo9yu6MFbsOcVHsZLV0dSyswA6HPQ4pxEpWQY8tcFlH86OTSxk9UOkuI4ZGZUKoegI/nRVCaWRlYE8Dk4NFUqWgJElpYTT3KLn5c/N9MCupuJYtCslwcMACVH6L9TS6aYLBHV8bVG52frkcVzmsXct9MMIyhpgUDdwRwayUnUlrsbrQ0o/tVy9xcTld9wFbPbHPFVYr6RDJbKAqtLyQuSOe1WkTy9PgLGQFYATg8ZBbP4c1QgyJFl3ncwyQRnIok7Iiporof4jaQyKs6/OTkSHgsfQj8OtQ6GGLuroSowxX1xWybaO+t5DO6shT7pY5jIPDfrWdYwTPdiLHzKu4FeMkd6UaicLdSYy0NF4VhE8skGRkYI521WlLNLHLBIs0O3A7kHv8ArWoSpsLqPzC0hCHJOT1rDs8peWlrn5nkAP0BzT5b6lWuJD5scuyORYR2z3HpTbjymaKVAoYD5nI4Iz6VLpoWe5kYwrIufutzznPWtVrESzfuNkCzxugXqnPVfY1HtFGVmZ3tozjtVjkiaWGXiSM4YHse2PbBqlZYW4B7e/eug194ILNtPlZ/tkbLtbGdyY4DH2wMVg2R2zD5QT2zXZF3psuOpotB+9L7lHR1GcmpbRS5cvmUK/OTgGid0R924EADJHBAqzETHbsqxnLSkgnjHANZN3iWhq2TXFw3kSRjzjtwTjB6/ripz4WRo2kFyPnB2qq4ZW7qc9R9KNPmETAvLGXjkLKM4J9cHp+FX7id7lC1nuGZFJIOAgJ5OelZSnVi0omUrp6Ep0VGtZUtiVAgzGGwGJHUe/P6VgzQeROAGHKgNgYwcdK6eZmgeaIygtCHBPdeMZH51z983mzLKgAjAC4AOeg5OazpSk17xtDZEdiM3fUKOTzVe7lle9nKsdobOc5J57VahTbcDnnAYYqNYVl1N1bmFTggkjGTXRD4hyI7gRGaGJSxWRt7FiSwwcfXrmtWGeL7QY+hkbf+FVDZwpqRVeHRz1OTjtU8cKpeSzY3Ljbjso7/ANaqT1BbGjppEObYSHO44Zfc4/oaTxxB5bWTgk4DqW9MEVLo+0aikEeWMkiuCf7oJNaWv6QdVmsd5Pko8pmweTluB+lKHxA0rHI+FtGN4guGyAXAJI5A9vc16HPDDaxiG3ACgfgP89felsoIrCAqUCDAwT1Uf4n+VVzKJJNx5TnC9vxrvjC2pBDnyVO8/OxPy1XkGVOTwP0qa7IaTeeQByVqm8jhSwQcjd/hViI3m427OMY6VXlRSevy8UTXAhBB2luhqNnWTJRlAOe9IQGOONRueqswDg7ORn8hVxLJpVyOFz1Pp7UktssXClckUaBrYzfs+GwF7cnFaNvpeCryACM/nVqGGGMB1/eYHT1NMjlmLPtGQucnPQ0cwcpcWaONvKj4Kg49M1WXzw21OWPbNJFareTIj5jyeoPIrbtYrbT5Vazw7r1eUZ4palFOaIzQIr5DKTuXHSn2lr9ngD+WAT/HIe9FzOxlBlfcOu0Acmql1dSGNUmmLqB8qgflT0ESX9zJcvtlk8xFAU/NnJrA1HZJLiBMBAcc9asecgYk5z12+nWqMk2Q+OrDnijSwmQ6dKIbxXY/KjqwH0NdrLILfUTvX/WFCuPUnn+RrhtPAkuiGHy+/wCFdnf5OoWLluHZcenAPWuKtqy4nIapkzs7LjLE5/GtOAKNMWKUZiMLdPU//qrO1KVZJSh4w7j8jitOyiaTSGDcFkYKR1HHH9axKObiiMkiFtoXPQnHftWjHIsKOHGVkJEcmM55PymqUkf2ZosnhwcAjpzipluVuJBFEHcKfmAHX3qnfchbmxp0DR2aJtAXzDn8a17W1864CPzGUO8DpkEH+lVdixxRDp0br3q9Y3kcUS4O4yv5a47k1EHqW9jE1yJ5PEUCRJjMAxn6mt25jCW1w6dVj2qPfC/1rKvgh8V2kUrO3yAAKOvJ/St3UY2GmOuQr7VBP1Yf4VoxMxvtSQ6cxkOZZZQNoPOSRWLcKPt0xUZJxsI6Zzzk1rtaqkc9ztVmLKFJHTmualkdp2Z12RhyST/hSiRLQmiDQCOUy/MWJAzwR3Ip03lgLKsvyoBjngk9frVIXJkjCEYCjAIHX/8AXTQxeJoidxHzLnnHrT5XuRcZ55eRMJuOey8UUkETmXyQWVz823OMjvRWmgJGzqGuJPIY40UQKMAOMklu5HfFUGdZmjUeYMSk/MQTwB+lWL+2ja4ijyoWVxv456VCNiXE+MAhnKr+ArOMYpaGn2jeuWMmhWzHBEkbDI9Nxz+lQ2dsZYRIrHbFEXI6dDUErSS6Lp8SnG2Ak/iT/wDXq/aRg2pjHGIiN3rjkis5q6sVa+hTktoZYriNpXE6Nho3XacYBGarWRubO9jwwdHQgE9hnpzVK+v1n1ScldpLKmSf1/Tipra+BItyWYowVnbuf84pOnKEWkc/K4uyNmd3w0tuih2XbITySM5rIs5nOvxSNHllDkLj73BqbUxIisrMETcCUGTuGcHHtUWlxRR+Ioo438wIr5Ze/wAhooxtHUuN7kWiyv5jrHw7BTkc445ArpbCV3laLAKtkspHGRx+dcrpG9ZZVVdxyFA/Xj6V12jsHcyupBJbOeM8cmlVpqUhSV2cbrUaXesag5l2mHnk5yBgYFZkGBcIR90t37jNWdVhI1K6KnK7m5/WqUTEIFAOQeortirQSNFpoarTxzXTSeWwCg54yAM09Lsxyx+TKBIWPXnFMiQ3SFFwEI3Bm7kDtUsMWHNmMmTzA4wOSAM1k0kiWOFtMrrLNGAJMEnjjnrW3p0sMUmBOQvmBMj1A7DvWdqiXEenxK8TENJlnx3xwKLW2b+zgZFKOLlGXIwe/SsJJTjdsOW6N6e1nniupYp4JV37XDN8wOMZ6dMVjajkpH8qqFYq2G5JH9K2bWUibzjEX4zJg9QMk1l6tfJOTtt1U5+/3IxXPTlJPltoVBu9mUbFS11jJ7AHNOhmY6jKBkHeuffnpS2CF5pSDgqm6oijSX8l22QNwAA65x1rqiWyeV2/tSYnCE/IsijjI5/lU7Mz204TCs5CjPfPeq15G6atCkz71Yl8kYOPetS3sZLu4SOEgbWGT2FU0Cehq6Bpkr6v56x/ukAVWJ54rrbhI4THvXKIDhT3Pqahs0j0yAQswDbSSzHkcdf94/pVtNFudRgW6Yi3gYD5mOOOwH4V00KdveZMn0MKY+dI2NxBJwOeDSXK7VjXgBeoHetK5FvFGEtc7UxuVRx9aoEPMpMkTY/h4wPeum4rFCYM6kNkBskVm3M/DLv5I9K2biIMo+Uf7rNVNYYCC0xhzn1pXQNGMkMs7fKvH949qspYImT94gcsavtc8bI1Vf5VNap5it5ag56uw4xRqxWRU2yIuQ20Y4yOtPj0qWaQeaNp/iyPXpWtay2luVkdVklXoz84/wA805r8XOo+e27ycANg9fpRZD1KMumpAxSPsuAPeia0jto1CJjKnpVia63zGVCw28KGHPH+TVjWGhmsIrqLaBuCkZ5B709LEmG7KMfL1NXJY4lclVHIGOe1Y804Nwqo+/b39TVma/il2jd8wA49TRoGpp2/lfZw+xWlLnBx/n0qlNGkTSbNuRkE1FYzboGVuNvK89WJ/wAKqXtwUlkRTx0FAakNyyrJ0+bHNZ0wU7mBycnHPGKfLK00g34z/Sqly+CSxwOcADtSbEO07JZyABgc8fWu4n8uS7s4COEUMSPXBritNQNcQx9PMZVP+fxrsEzDfJI7cSOwQduF/wDrmuKruaRONvY8NkNkeYwA9Dnmt+yiMemKjZJETEk+tc2ZTOT5an7xYA+5rp13Lp0pBw3ln+VYvsUczqTiXUFOciMKoHvmrtrHGt7IkUZUnBYr0/Osu5LG4ZuzN1+hra09QkS5/wBY48wn26VUnoQak6Fo1C/e3Cp0i2fYYwm4qePXPrULNszvPPy49s1pWW83eMZEYIXsOnWogXJ6GfqMMi+LdMulA2MFQkfjWtqj7tLLEgeawAIPpmniNJbSKdhkxlmX8M4qleM0diIyAAMOw/2jn/CqvcDOullj0IKgMjl161x10sq3G18MRyQa7aTJ01lAzl0B/GucuIU/tGeNEJ+bCgfSqi7EyMgRM7qjAgKeA3Gc1ajieCIRvGFcHLEHOPr+FaENkZFKuQ+4c565HSligktLVpZ1b95xnHDenNKVS+hmULOIDWYXRC6hunc8elFaGlhm1aN3XaSHIIHYCirTKSHzW97/AKMG+a0e4GxsD7xHI9aydSie31S4A3DL7BuGOOOa2rt0uNKtreMuLlbrAJYheRwfY570njC1kt9a8m9k82TZCXlGPmyg5/pWUJBdXugtYfL0uEb1ZmyOD2zVvTLmB7mSB5UV0hm+T1Yrxj8qyIVEbx+ckgwpC/3SBU8cM/n4soA0yhnZkXJ245I/Cpb7k+0aMPU4mF9fKq5C7W47Zx/jTNLBkn45yV/PIrUuBHJ9qLsc55C+vAqGwjggmnjU8/Ky556HmujnvG1ik7s2rlV+3jzEV12tEd+cDPPQUzSrU2uvxbVVomidlLNnAx6+wqDV5WllQwk72UMCp6nHPSpNJmuJ5JDg7xGVIyOcjk89vWuazS8iFdMh02eMzq5hC7gqKIxgMB1z7+9dNZlWWX7oY7/lx0+WuLtoJ7a8nibarQg5fd8o/wD15rqdLvpWt52kUFk/vDnp/L3q3H3k0NM4XVGaO8nG7Lbvm/EVVhBRCcckbgataquy/ulJDHceabYqZmRe+cYNdV7RLRbgkkmhAgiBcKcynPHPNaGjqsEhmyJHBOfm+bkYyf1qC2BiSdSMYAC4470tjMbe6h8uHcCzoyk9ecCsKl5RdiZJs6e4id9KQXG4eUQzEc47g/ypCkdxbRtPIqMHDI+Pv5Hc+1ZsmpC2UK4K745FbByM9BV22iJsraE4ZXYqsm/jHuK4HGUUm2Qk0y3Y+SlxNEpdg0MiA543bT/SsC9BFtanr8oP44ragtAwlEisjKjP1wc4OKxoVBiJbo0q7Qeg7f0reCstzoiX/DMUbi+LYJ2befSsWFRb3N0mMhSrAegODVmykmsr6VSdoziTH+feq04Y6sFQ/vJY1LL+AxW0QZeurZrjX4hgtuwp56DArutDsVs4ZridAXyCgIwvHUn29u/TtWXp+neZqokJCiMeYTnvxXbw20FjareX7EQ/egt+8noze3866aNLnld7EXsirFp0Ek/9pXeWixmNJjtaQ+rD+7nn/CqOreJ7m5kYQvvxnDbeB9BVPVL261Wc78rGzcIKqxwJaH53+btzXa2krIizZNb6jM0m/wAmIvj5mx1qSa5bIZ8AAdMVSF48MyyRqoA/hIpYW87PmOcnJLN0FZGhBcO87AMvy9lxVZo9p6ZOegq3KChfgg9vcUkcojGWGXGcf7NAh9tZRriS4OTj5V7KaSeVFwifKO+D3qCW5+8Mc9hmliTazPKNzADA7CmII4ztZ5DxjhaTziH/AHfJycClZy4OOMkVEHWGMg9SfmOKegug6WUB+uTjk1G7LIB8xVVP5mq87Fpf9gHmknu1QAcBc+1GgCNGn2hwBj2FMkeOJFQqpJNQR3H+sc/KXOR9KrSz+bOCPujNGgi0p27Tu57e1VJG3NuZizEknPpQ8+AB/F9O9QSNtc5OEQc565pBYY0gDbf4mHPsKpXL7vlHQCpi4+bys8/edhzmoAfNmWNeecYxUyegI3/Dtt52pQMyhkDZPfHGB+proUImuiu4t5DSKD2XHAqhpGLS3TytvmnC7vQdzVi2USR3E0LHH3XBPUjJz+VcMnd3NUjldJj/AH2+TPLsP0rfRXazKb8ptbPuSOKyLcskcTKN24sTj3wK2LcCO68vHHlHcSemAQKhu7GcvC+YIspuKZP1yela1k5eU+aAkgQLtHoKpaWkchwwOU+bI9BU1gHbWL4t8yjI+gzTaTuSV9Z8QFroLbMreWw3N6kV0ujXf2nRA67hIqiMOf4mJrjLnRVXW/s0bN5Lnhm7ZGcV2+jWcqfZ7QsGCSLJwMBVX+tW1CKSiV0OghgVY47f/nkrRsex9awdXd4raZif+WqDHr1/+tXRXE32aWIEL+9LAAdfasXxL5UltawlWzJLu4PTAqAKDTs+nK6qQGnTqOwyP6VjzAQ6hdsOSVJB9DgVvzqEsokHQOAMfSuaXdLeXkh/unAPcmmhMvWW1i7s2GAx9QetTXE/mxMzfM/QZ7DoMCqkL5gRk3ZLY/xqf7JIiSSOFOOOT6jrUJLm1MiKB2WeFsYZYXJ4x6UUMdzR9AGjYH6YFFa3LRc0qOK/2qJvIjaVfmZMhmzgD2qv48tRa6zm5jfDKoykgIJAxkVNHdCyntmVImMl0E2YIAOQf51N40MdxqkNozRsm7zTInJU85U+2f51x03JVFpo7kR0GTGxnsrG3iuW8wZOVXLKCAOlXPDsawalcFuGW3nQf98GsjCiKGSCIKyI2Se4B7/StHTI5JYjMJtjCCRiwG7I28j8uKtuzLvqczrnlo9xtACskOVAxztrM00PKHjQ4Y9M9B9atayd8s27qBDxntiodBI+3KNpxjB9K7Nqdxs7EWgtEnj2Jvhtt3AwN2MmsXw3Aty0hctjJYYPTA4/nXTN5LjUZd5IaF0wrbgo2881geDAMuSCFw3X8KwjZwuKyG6PqhkuZjeIsqZU7cZbGf1+la2nWdx9smnuXRIpYSY0X0ycEjtWZ4alSy1C8xB5hC/I+M7PmNa1rILszFIpEKgEB33EZz/Khu07LYWi0OF1SFv7RmjLA4cjP0qS1DRwKxz94H8qh1MmXUrkgEsXOB+NS2e90SFwRnHOfeuiXwlo0EiknupVjbMY+Ykry1Jb/Lbu64VvM+Y9xlqtiWIecFmk823ICsijucHnqRVCziJLu2B+9ALe27rWNtNSDVvbi0uLXyTGCwULHgc788k/hWvMoisbIIMBS+4dM9MVhxxhxG4YuQ+ST3rRurpmga3UfOIyV9c1g0rcpVrGne3cTWbTA8tCykdwemKxS0LC0SL7nm5/Kmr5zWqpKAHDgHHO4YzSWEe+a3yQVUM2PxpxhyRsVHQSO3D69cRyE4Mh5H0zVmy0559WRnUbhEgJIzsUr/OrWlWbz63cXHR1ZmXcMhQBya7vQfD8LKNWv4yLONV2L0MzAcj6ev5V00Yc8rCk7IfptvFBG9xPCZG+URQY4bA6n1Gev+BNR6oZJJDeajMB5jYAY4/IUmr+JZ/OkSx8uIv1ZEHFct5clzK0sjs79mc5Nd9radCEWbu/8yTFqu1B/GV5x9O1QQwSSMC2WJ9TUqRQx485topk07suyNSinvmjToGo54URj5hHTgA96HPmxBB8o71Cqbm55I5qcgg4XqByaQDHLL+7UKf73eoJomKkg4wfWpy4hGOrtwB3Jp7R4TfKRhelFkPoVbaAeV50/Dn+H/PtUUkyNIfLy3HC57VM6rM3AJx196rvKI5NsQGVGMYpCGvM464zioXnzw3pk026lZi2FVSehqhJcxKNgRncD+HvTuLqTzXQCgY+70qk83nSEtjjoM1DPMIvlfl26ovao9pcALkA9eKQE8s+8FVPIHU0AqoGep6U4JEgy77eeneo5NptRIm7e0hXGOAMUtQViOSfy893bpVXkgL15GT6mneUVG9+Aeue9QvOCxVOtK4aj5JPLXCfeNXtKsiXErDg9Pp/n+lULeMyPuf7oPJx1NdYlt9ltYgR8xXJrCtU0sVFDrZQEfBOCMDH5VY04fZdLuUK/wDPUn6AYqCIrGgLDjI6fWrUlsY7C5nEjMZgQo7AHJNcy2LObsZAIosAhDuYfhWpYMyPI1xuZZCsSZqhFbslrbRpw7RsT9eOK0N/lLBEWJLSLkkdOaV9QZz9q/kvPGMBzuQZ471Ppc/+nXRBA3qCR75qCePOuTRnODOwx+NS20f/ABOblMBhgDjpWttCTZvIFacSlc7QAMDoTW5p1wsEsqSEIUVct/eOP51mL5ZESjO3OBnuR61bUJLEJ1AMZUsQeO3WsYblPY1U/wBKTLgqXyFb+7yMGqGuqxjtzIR5isSAOwxV22lcLZlUUKwO4H0qr4kBLQAH5mJOR2GRViRmy7zYwsQARKDkenNc4jAzzkE42sTmunvCPsgjQHIJTHrxXNyc3sinABQ8YxxQmI1tFtCYUBEe9W3ksf4cenrzUl5dp8+FBjZcZ+nA/GrGnpbDSdm8m+uGCKdvCxhR1PuePzqleh3i8pIx+6OFKjaD61i9ahEtCipUywEnIEDnH0FFV1cpqNuoP3oWUg9uDRXQUtiaQRT2UboWUm6WMc4IyOtN1h4ItWhgtUVY1j2szLzkHnPqc1CZ821tEpX5bnc3HIxRqH2zUb6G6mQEqoQ4447E+pqFZbkTRJYTNDkEcMmTkep4/lW/pREcc5DfKLWUD6laowQImmqMAnc27DZwO1SRShbC6QdWt2UH06Co3KgjlNbVvtMn/XKMj37U3w/J5WoeUyK4kBHzH7p9RVjXW8u7tl65tVzn6mq+lAG9hOM/MOldTf7uxVtTqYwsUOppCrIiwPtRj97gc/rUXhNlzkjh8Jj6sKkDBY709jbMwyfUiqnhJgI5HY4Pmxke3zCsF8I0iDSyseqXLfL5cbN8khxuwx7/AIV0ts9rcJcSWaFJdhDr2z1zXN6dAl3fXnmhvKV3JI7fMev510GlxJFLdGNicD5ht6cUmvfMvtHDX/yavKFIxuOcVLCNoZyf7ox75qRNNmvb2ZIkklnLEqij9TVk6XdQP5VzbSQuPnw4xkDuD3/CtZTVjZbWJJ7N42nfZ5UfBZfUGkRgIViAGZJjGo9sg1o3khNkwYkyBV3DFY8O5ZY5FHK3OEU/rULUnY1UiET8e1TSJ/pKnJztYH8xUURLOCecE5/Orl06L5bBT/q23H0waz6lFfzQZ448gBGZifYDn+dGl27z6uscHCgFWz271RtpxLqFxOisVWJtp9OK6zwzpzlzOg3z3SqsSY/X+VUot6IZveHtMjvNcniVvLtYlL3MwP3QMcf4Vo67q73pFtZgJZx/JGg4+UdKtrpi6Vpr2j3ENumd08jyAF2/r7Vi3Wp2GnxfuYPtU5Hy7xhPr616MI8isiPNlCS18iFppflXHJbFZc19ui2wLjPU4/lUc7XOoXDS3MrSE5OM8Aew7VJDbtI3C5HpitNBXfQZb5cjzNxPvVsIpIy3HHbnFJJshPlI2+QjnB6Goz8mM5yT0z1oEOcAsVXIGOTTgdkXyj5uPmNMVfOI81vk9PYU2WQs7oDsCng4pDCFPLfzCu5ieM1DPJncZG6nj0p8sixxFkHzE/Lz1rOZgSHk+bJ/WkFieW5cxYj/AHaH5d5HPFUhMFOIhu9WI4xUFxNtG+U5P8KA1WDzTH5UZ2PRFouJk1zc/ebv/exwKzTcNg+UuWP8R9ankgllY7v3jL1VW+RP95ug+lJCu6ePnzkQ8sowgPt60hCxWwjw7ndI3Jap1lWPdxz39hTLi5VNzFwFPvWZPe7xsiBOCST7U9AJbi6UElmwP51Sa9nP+pd41I/hamiJpGBflj71LsAUioAq7WY7nLH/AGmzViGIkgDv3oWPJ9q09PtY5JC0rAQIMvzjeeyg+/8AL8KiT5VcaVy/p2nqro78JwyL/eP976en/wBatm4X93ED12/41E7br8MQq5jHyr0HtT5iSseepU/1rilLmdzUijUySrGOnGc+ma2mjRdHYNyBG547cGsNZGjlQry5dUrbuc/2XKAOBbyk49dvFNEnLsQlxAScRpCT+tWVljklgLgh1G8gjoO2aoQojKuRz9nUc+pNXJhulYoDulwoB9FoGZcyFtfl28bpSw/EZpNKwNTugWJG7B/A1YuEC60jICAzdPwGaSwgRNRuQCCyyHcPYf8A16tvQk1ISJZ1jDEZ3NxWpt/cJEgyoGDn2rKsSWiD4JcIQuB6mrsLrHNIC5CtgNk/lWcOo2a4RiloqnbtbJPr7Vn686i5ty4bKLnH1NWLGaW6YqV/diRmjOOoHT+tU9aVpdXaPdnAGPyFUDIL5iFiXHzMT834E1zkWXuXJkDgQtg46cV0mouGsYpVILBjj+Vc0i7rq5d2CtsKhV6ZxQlqSb42wxWgQndLECxJ44GBipLsxwWKxxyB5CPmGehroPC1zp1vd2cuo2iXcYgAVOMpnuB35FWPHOoaNc2MFtpOnrH5TZM+0Kxz29+axdnLfUbhpc8zkJOtWZx1AyfXINFSMSdds4/4V/8Ar0V1bCRLZQrdTwBRuZ5968feHp70Xl6Yr5YAmIs85GCOfWrVhDDClvPIzZW4KMV6DgcY9as6tpYfWWnTiDyiVJ+623tn1x2rlbXNqTJJuzDTrWT7NK8sZbIK4bgc9GyKEZDDcLtIKROAc8NyBxSXNw8cENrZjdE/Kyk5wpP3T+f6VQszKLmezlc7pdzbhk7sdAB2pQV9Qg7GTr3F7asc/wDHuMfmaZp8myeFo1wFyc+pwak8QFlktd4wwhIHH+1Vqxa1fSIRGqCQSbSMfMCR1J9DXU5fu0zQvO2LS/kI4+xIB9Tiq3hqN1s7t2OItqHnjkvn/wBlqzc7BbXA3hi0S5weByOKk0OPz7e8hDEK00KEY9D0/WslL3WNB4Ysje3zIsuwNIdxzwdxPf8ACteIR2d3dWygFUQqZN3L5PU1z+niC1uJsySgK5G9RkZUngCtW7ubS6s7iV5tqSwlGkZcEn1JHU1OrqGOjlod34dvbDw5orSRWNtJdModZcYaZie7e3t2FaEfiC31OZlvbWGeOdNk0TRcbc/p9eteQ+H9UvpbKOyeUPBbsTGpHIz7+ldppl5cI2EUEsOQRnn1/LNc1SPLUabN62CxUlGpCN4vsc94tshpOq3sMLGSFAjRknBCHkA+uOlcv5zmWJQp3rKzYBrqfEBeW7vZZ8/Oixgem3Nc3bOolRTyyhyTjueldcPhuzOKfXcuwTf6UkGCdyhuO3PNWNXka3tJCwyDFwfctWUgLag+0spVRjHb/PNXvFG5bC1UsT5iDcc9TzRyrnSKuHhhBdFohyz/ACHHoeK9k0yytfD2lNes4EpXy7cY4UDjP8wD7muA+HmjCPTzeXC481t456Lg4P5H9fpXS6teS6nfMp+SGPACdsCuqlBKTkU9jPv72S6laVujEso9/WszY0shL9T3rVFs7kkDIxyT0ApjBI+LZVll9ccD/GujmJcSpHFFD80xKoT264/z/OpJJ2aErEnkxd/f6mpFgZWJmJeQclc9PqapzHfIo3B0/urnGadwsLbpuY+Shkc9WxwBQPIWbdM27HVY+9RX921mvll/LZ04RR1H061Asn2K28+4ZI9/yrv6/gKVxE89xzj5YUI/T+tVzLHGol8olE/ilPy5+lUXuNzPPM3lxnhXdcu5/wBlapLLLPcKoWRmJOyGP53z79hSAsz3jSsXcIiN8oZ/T0FHmosiJL5glcZWLadxX/d7D64p9rZSJK7SvvuQx8xY2BEA/wBuVuF+nWlCyXyyx6fAk1upzcTqxit89y8zfM+PwHNIRnuYZLiR2+cpyUDD5P8AeP3V+g9KSOf7URFDE1x/0xizHCP+uj9W/SnymzkXAb7esXaIfZ7KI9+Ty31rKvNQikO1m+0YxiGEGO3XHt1amK5buZYmOHlW7kT7sVv8ltD/AEP+eaozXgZlZnE0g6KnCJ9Kqu81wQJOEHREGFH4VOkSADikJEBR523Stx2Ge1PEQT3x2qYAgHpknim84K//AK6QAF+XJ4GOajJ3n2zzUn8P8qs6dp02oXDRRBVCKZJZW+5Cg6sx7d/rQ3YY7T9PlvpHCsqRRDfJK54Ren5nnA74qzbhrrUEtoSq2oyEHcjuSfU1PeXtr9l/s/TcpaIwZpW+/O2OS3p6Y9Ku6FYeW/2+fYI1I2DuDnGfpXHVqXN6cSW5Bj1MqMEJ8tWr4YaEg8mJT+earEFdQuGlHzBuTipr0q/lYOAEWsyepXiuFW4BZVClmw30wK05LlfsV2rEAojIPcHB/lWMzIrwIw3AK8nHc54FXp7dntL15B820sF9yo4/Sq6EtamegC3cSsQM26t9cE1YjlSS8WQ8Ju2r78ZqojBdQBzuCW4/DrUccjoytwfL+Y57ZpDGai8kV7BKOJAGbB7dKZYbopZS+DIy73PuTS61On9poEAO0EMPbiobWUKJt3ePIP1Jp9CVubdtIbex81MZ2Dbn1LYps283sRcK8Uhy2DzwMVFNEfs9mpYhG27vr2Aq7IsKXVvKyhjGyoATwSamOxbOi0sR/wBnAxqQqkrn15rB1CY/29cD+6Qo49R1rooE+z2HlxnIB4x2JNcvKQ2qXDnLHd37nNWIff7fLt4s8gE7ema5lHDTzN1ADNXQ6kyxTxM2TgEn6Yx/WsPR4lkluBKdqeXjjtk013JehsQ6m1hNbyKmdsYwT0+laGqiR7ITyhRuYHj/ABqlKbRrVLZ1JVMENt5OKW9muDatAZA0fBjBHJFYPWakgjPSxgqAdetRgZGM/XBoplmS/iCHeD1z/wCOmiulghYbp3nkVkVYTIG+VMYx3q3PcTxv5IQKpK5+bgnBwcetW4klBkKTRrcIp37QBvU/SsecSS3277xiRjgnpjmudNSkYqXNIs2MdybN3O3YWO0BvutkZ/lWhbWhcXd2XKPbx5GD6tgD9arwXIe0VljZWBXdkYA45I9uRWpaDf4Z1Nwgc4jBJOMfNnPvRJX0N+S7OW1oG92ziIoYEAOTkOCx5pmmXUMMEsDw5LkEODnHBHT8akupTJavuBA8kLjH+0T/AIVRtRm5UrgkYwD7V0K3Jyi22Nu5ljWxDBgxUDd8uMgVN4cBaCWfopmiYk+u4n/CqNw223l3Bh/FyOvetvwxFIbdYSPldRtz08z5iKwbtFio6kB8M6hPbXV1cEWkRZpIg4O6QZ7DsPc9aqyvqC6Z/Z/2qJLdlby5Fb1GdjZ6A+p7966g3lzbtKbJIWuvLWJFnGQuT1+vWo9Ijj163uFuLCKPUrVNzxxAqtwmcZCn+IVVGU5R5raI7qtClRly63Z5zpt/NYzGSLBzwVboa9LsZdVtNLttQNgriY/KkbEtgDOcf0qxpPh3ToNWj1ZIopImQxtFkEMzAjGD6jI+tdp4bsANFXcFjMJKRx85hK9Mk9+nNZV6kJWaWprRxeIoQcIy0PLNSvRfNNOE8sMd/XOBnmshIUEisP4yFGec5eu68V29hqlre32ltGJomVbry1wpbncfTr6etcB5jpLEEOAso7dqqm7xscE+bWT6kq5/tMjaNpUZI9qsajA2oS2luIyd77AM9s1nu1xFqLnB8tjx7V3GnaW1parql0NgRCozxnJ4Az3OPwHNVZ8yEtTq7KxjstPtdPy0YECBXRRgv1I5I4qhBqWlSaq+led9p1IFiUHyq+Pf+gqpqGtaiqW0JjebUbpRHbQfdPlgcnn7iAdzyx6nFXPB+gw6d52ozwrJqFyjM8j/AMMY/u+3v3613pWQ73eg+5s7+6OzyfKtx/DjC5/rUDwLZ2+9w6pJwNv3n/H+GtnEcqvCdjSOwKM7nI9vas6WPVLKRkeOAW5bO25wU/Dmn0HsY7B7uRFVFWJANqDhR9f8arzXRSJ49N/eXRJ33ZUeVAP9nP3j79PrV691UOrRrbW05cjKLGdiEenrWTcTuIxHd4YAhlgQc57Z9Pxp6kuxBC9naCWcbr27cn94+SrH1J6t9BWXKZXud7F5LiQ8EqHkJ9l6KK1WtJZQst5L9lhbhUXOW/Dqa1bazNtAphtv7PtyP9bMuJ5j7KMN/wCgj3NIT2Oei0hUkaXUpmgVQfMRDulx/tN0X8cVqiBotNeSws4rOyI2/abmQxQk+pkOGk+iAD3NVL3WdDsZFYTCSVBkZ23EyH/ZUfuYiD3+Y1zl/wCLby6uPMtIvsxUELNLIbif8Hb7v0UCncg3p4LHTIQ95Il3Lj5HvlMNtGf+mcA+Zz9QBWBqfiFLoKrebfsnCG5HlwR/7kK8fnWG3mTStLLI0kjnLO7ZJ/GnBPm7fhQhCTS3N6ym4lZwOi9FH0AqWOEZpyR7T06Gp1wi89v0p9AFVRgKBlvrSEBcjvTlQk88fjSOMgH+AdBSAZjJLE/KKZ97tj0+lOx+g4qa0s5725S3gXdJJ68BR3J9sUm0tWMfYWFxql9FaWi7pZD1I+VF7sfYfr0rc8SPBp2iPommgpaJIjTzt9+5kx1b0X0H/wBbGla/Z9EhSytMlpGXz7j+KQ56ew9v65rP1uF7qS5jAJQnduxwMZ/pXLUqty8i7WRgxxp5ibVO0jqOa2DILvULC05EcIUlF43cE8/lWLAXa6VI/urxg9jW3pFs7a/EXUljG4QoeTwefbisno7s2i9DQuFaS5dSAHbGfriqVzIY9UMJYkeUnH0FWDPG2okGQFic47/jUOpQhtZR0QgfZdrsT/FnsPpikkZsbHFvu0kk4VScHtg9Pyrbvsf2fcbty4ifnucYGayI4zOuwnggAn0HU1qXTB7O4RDw0LNz344FNCOfSIGIz5ILoDyO2TT0IeNkXG8tgipI2zp2MYGzCn6E1FFAjSqzqwkLblx7UhpXZmahhtYkGOHbGfTmmxNsv7lB3+RQPrVqS3E1x5p/564/I9KpQPv1KZ8AfMWIAzxmrvdELc3FR7woNxAjGUZfXOP8a0rW3DSsz7zHwQfTaetMgdFs4gnLZw3HfBNXLXcdyEZTIQqR2x1qIbFs0NOKzWsgR2YmYHJHYVzoP/Ewm4xhzgeozXXWMcdvaCNO5LFT1rjIiJb2RsEKW4z1qhFjVGZjHGV4KnmsfTArGaMr94EjPsRWpqUrG4gQAngk+xArL0+8KXDqoXdtOe/Wh7ESdkbxa4REUIpCHKqetRHzrtikseAgwNo5Ue9VkkXzA/II65H9asPctboduPnwdx5NYJ2MFI53TVZvEGGXpvyPwoqTT2H/AAkZPThyfbiiulvY6I6o05QySHynzHIo6ryCB7Vn3GbdQ0iDc5C5U8jPer1vJBNaq0NyHCqFfdwM/wB09CPwqpLG9w65KDyyQ/l5IBHSsFCUZamcabUrkk7tDbgYwroWUD6YA/Sr9pL5XgLU3zgtIo+g61nagsyWEAlRlYLxnvyelLJcGPwjJDuU+a7sQOvAH+NXHW3qb2sZY3HQWmJwGHl49RmqdkrLcptPO4A8ZpZ70f2JDbDr5h/T/wDXVaKcxzAjqJBXQoOzMk9zotVieFLdmkBDMcqRjtXV6XPpmk6QE1CYJINr4xkoxHygep9h61x2uXTKLZipwgDqXGc1n2Ut7c3qSxrLJK8wKyKhOGzzg9utY06XPFXHT0iew6n4duVNtq1iYWu5IEmVLlSgTcAcc8f/AK6raTpNzp2r2WpSM+JI2S4kZcqrE525HGMivWrqCSGNBGu5FRVx16DFQ2hWBJJIkCbj84CYz9fWu6NJRVokubcrs8pv9JeLVtQNsyR28Mod1DFS4bkADvjdUz+JymmvprJK1zcfu2mC4UAHABPqemfbmvQtT0vSdWZzPbhHkwXkgYxM2MY3dj071gS/DnNxb3Gm6ouEz5iXK4L5Oeo4zz6V588LVjJzWqPRhiKNSnyT0ff5HH+HbF7S1uLW6RozLNskKruAfoUYdMYP5+lcDe2slhq82m3Cnzbe6MZHrg4/+vXtsvhbWrF4BDaG4XzdzyxspwScliOvGP5Vx3inw1eal8RBcw2VwUufLYboio3gYYk4wBxn3pqMrtyWpySlzXitlsZfh/Qm1TUJJ5X8u0tm8x5HHyqBz+JreudRjumN46CPT7NS0KP0XHV29WP5DgY9NbUYLWytv7DsjuVW8y7fdjcepyey+v5DnNeeaxqP9u3kWlaaWexjfMkoBAmb2H90dq6aVPlV2LZWOg8HSXOq68+p3LOGuW8pcnlY+uP05rsjqDLrAnk+4QVfP908VieHrb7DcWY2YjjYbm9qdqeuWunyP5cEk1zkkbhhRW41oiTVF1GKQ/ZLN3Vj8soTK4/lXOzWswcSXkqxknB3tk/l/wDqpl3qepXqGe7ufslr1JdjHGM/zrBu/E9najy9KiNzOfvXUy/KP91f6n8qCW0bU91HaRCWWf7FaE4Erj95J/ugcn8KxbjxFbJ/x4WRRB0mu2wz++BWDPLeXty088paVusjHLY+vYfTFNFuscis3zHuSadiHJmg3ijUlP8AosojfvIkew/meaw7m4u7pi1xczTFjzvcnJq8Y/3ZL8Mx4+lVWA3deO2aQrlYIMDAqQIAM/1p+O4pyrj6DvRoAwhVxjqfpU6x4UdyaI2DcDj+Zq7aadd3aN9ngaXBwSo4FK6Q7FUHjn8KkjUMxOB7c1qT+G72xt/tN3EUHYd/8+tU1OzpjA4ppp7A1YhY7V+b8qhMnIUDp3qWT5xkdc8UwR/KzMeegUdSaLiHWtvNeXKQxLuduAP5k/8A166cW8OmWYs7di00h/ezDqfp6D/9fXothHBpuiS7RuvnKiVlYfLk4CgdwPbv9KqWzqbVpiW6NjPrnGK46s+Z2RqlZGnZKJZYjswEbaM96Zr2nXTWiXSSukPk722N/EAcgj6Vctl8uFTtzkjgHGB61Yu7a0uvCd9dykAwRFIQ+RnsP896z5kpajjFvY86RGMyFXKt94Guw8NB3nW7aJhIEIUn6Yrlo9kswUD5tmF564611uhXZt7VZJovlWMbgh7etORaRzNtdRrqUxY525P610EardrHdZP70AYOCBjsO9cK8hW7kIJwWI/DNdXoU8ctiAS+Y2OPQZ7/AFpzTWqM7luCDz7hoSWVS+0bTjpV6aERQ3MacyPC+CecgDpT9JYSIs6pjcSQfxxV+Cyjklmd1+7HIynH96ouBy4zFaxx4ICRAYpbRjLJvP3QM9PakdWa4be5IUZOBjAqv9qEds20nLErmgCKCUjdgckZGe+SapadlrqZ0AByAAO+TVmXywGO7OIUOfz/AK0ujW+GQofvMWP0FN6RZEF7zOhlQx2xhQclQxIPU5yf5VoaVseLdICGAMhz9Kz5EkCOwbjaFAbvVi3lCQbHPJj2YHue/wCFFLYqe5tIyRbpS43eQ34jk1wxulQuMkNlQGHvXZ3UIh068uAOI7coAa4GzK3EUzNn5pDjI6Yqn3Ea11Msghlyp+8oC9KwrU4lf1xjjsc1r6gvl2Ns2zaVdvx4qjBAqiUoyeYTkhl65pX0InsWzkFQ4O0csM9cUoFyQrJ8+CAVb35qFtyRbGJJBJx2Un09KfbSZkiAIzuC4GQCKz9DnQllAHuFuAgxhskHLDPY0VaV9g8pWXaQSSgwc57nv0oqlK50R2ONbWbiRGViI+BjylCkkepq/FrL3DSFn8tGZQpOGYHjvwazk0i7khXbbyFmPy5QjI+vShNF1F4XkW1k2IcNnjH513WiVqdPLeM9jcm28wQxyAyBirrn/Z6/LVPeLm2MKsFRAcqScqWx19qoWmm6oJdkUE2doMkbjhsf7Pp0q21tqMbpKY5IpEyu514J9BnpxWLjFbFJtmTd6bcWduskxUMGxtB5APQ1Wgw8hJPfpXSatBqurwxf6F5Q7lpAc49D/SqMXhvUoYpXMUbYGABICfyrTmTWrJ5WGt3kdzMOQV2rt2nI6V7R4M0aKDwLpiogLyRec7DruY5P9PyrxU+GdVKBTbpx0zIK7fwfda14atmU3CrE4I8p5A6xnOcgdj/jUqUacbD5G9Eevrq2q26gP5cw/wBtOfzFTprrkAyWm3PBCNn+debWvxUvUcLqGl2s6Ho0TFG+npW9bfEfw1cp+/hurYkc5TeB+VXGtF7MuphatNXktDr/ALfYTdSYyf7y4/lV23eF0CJKhwOgauatdQ0bVXVbHUraZ9oYIG2sR7A9atPaqXYOSrD24/OtFUuYuDW50EcriTbvYEHADCszxVrE2m6UUilX7VMCse7og/ic/QevfFQ28MiMDHM+enDVH4hvNNg05odYu4IDcp5Qll6hevJ7DpzSeulhx0Z41qN1qGtK+ladFLDaMf30jgiS5buWPUD269jXSWfhz+w4IJrezlusxqWaL1xz9Kuarrmgw/NZa5o+4KB8s2dp4z0HNcbc62tzOVsS945PMr5ihH4dW/SizuaaI1tUvroo73U0VpCvVUbJH+FYNx4m1O+hS3s2cxjhZ5VG7/E0fZfNPnX0puGU/KmNsaewWlMrTsqnaqr0KjGKvlZm5GU2mT3cvnX91LcSDo0j5/8A1UslnDFt2HkHmrzK5Lnzsqo+U46iqLt5bls8+tVbQkjzumPlpu9OKjn2QbPNYMcbtqdvx6VHLebVaOPGM/Mf73/1qqpFPeT7IkeaXqVQFiR9BzUOQ7BLcNLIzOeT1NRnovHBrXTwvqokhW4tJLdJCMmQYZV55K/h+PStS28N20FzuvL+MR4+VWjYbv8A9XH1qLlcpy4BwSFzj0prB0h8xxlQOmPyrvLGXSTdJaLYPOr8BimPXHcfWsfx7bwW+oW8Vnb+RbPaRSBQec8g5/Fc/jSvcLWOXW5ORgKD9O9esfDZo10u9eYq+ycKUPc7QePz/wAK8eUYA4z6/WvYvhLah/Dl3cLJif7cVBb+EBE5Ge/NTUdo3CErO4nxAuo1ggto0CSTEsVJyUQY49sk150eWOznHfPFdd41a4u/E8guWIEUaxxxg8Kn3uT6knJ/+sK5mX5QYxtI/QVdNe6mObbdyoIgAXc4UDk+1WxA1jGlzdBo5PvomDlB2J9z29PqeNbwxpo1LXY5XZRBa7Z5NxHLD7oI78j9MdzWN4jlvNR1+6mcmXEjsWHRj3I7dOBUymr8pKZa09mO2ZiAJhyPfdgfpWrYRobUBhjc7E57DcTWcscdstpGkiyboyAc/wAX3qtwNKbWNVUE7cttbofSuGb6mjehau74K6qsgEbI2Pc/Wq2r3skegTKrgb2jVdwzlSvOPyqO6tJZhEke0kJt5HXvWVrMc0KWcUrMSCdyemP/ANdOFpNDU0igsCy3D5LZBxwcdu1bWlX00FjeQyqZMxlFfPQdKyYfn3OOJM8VoQsVDKnKs+MN6cf1rWewRdjCmtpoomnKnyvMKB++etdB4bi/4l8rE5Mknb2FdVDCt3bCG50+KRAAAHwu3vk/WsWeC7W9dLFYIVCs8aI3ylcfzrJV1NcrM09TR0aRbXRIHdhwpP6mt63lxYM78boyT7DFcskclvoZtmUmbC/KpyCSex9K6C3f94IWLKuVGSMdR+lTKUS0zi5dRiuEbysgue/oOlVJ5yDHGo+RSSfpWz/wiiPLOJZ3RlbAw2Dx/jV2x0ixtI99wUlGPvydQPX2qXVgloZuZhQKmIpGiVyF2vH2AB4J9auaYhmd5sBIznaqnAHPpWRrV+txMsdqnlwJwCON5/vGjS9ZNp8l1kxIMJtHQ1rKEpQuXBpM6SdmIQFtpaVUBAzWisEct0RDJuSKISP9R6Vydrqqz6lG8k+IY2MgHvWpYa5bQJMig+bKTuOPur2x+NTGLiWzp9Sn2+Dr2YDcyWx+b1NcTp8KR6XaM78MN2fx5rqbK9tZPDwtpism+Mo0Z7nJ4/HFRLbw29gY7axkFtjDg8qTjsexolUsrJESuZWqGO40hdrbnRtyAckj6VJocdtJbRXd7ZyvEJNpJVgHA9CK1LZYreLMVpEssbb0kBwwPoOelJLeyOoSU5dsDYpBOPpWTq9LEyLF5aaE8P8AqXgcjMbRNuH/AAIHqax54LixmWeKNZ2wMO6dvUYrdkmeRUtpIlYHlEyPmOO/vWc93CJUDBxIOCi/KPpz3qudN6Eve6RhKfKYgPmRm3sueg57UVryQWrzvIlsB5i43EZ/KikqyXQXO+xXmnEaoWmEZJ6EZz+dShhzhjsxnJUECoUivBChd4mKLg5GMe4FPCShFJVZc/eKrjmtTqJhuY79kbHH+s2DP+P/AOqhLhJlCyeTjGRvBBJ9xiq32Uxz+aHKuwxjd0/Cp4oGc7lG49yeaVhjjMgfZtyq5PHSmpdxSsfLUMSOimpFtvmwfmb0PQUotMt6Z4G3jNFkAh8uFNuzfzgsOdtSo4hj/dptVxxgcGlis50fCowPIPf9aV42AJeM57bf1pMDBns2Lu0J3AMcL3Vv7v0PWkewMBVECkou6V26Fz0H9T6cVejukXBRVIABY46kngfXvRqM2RGI/wDVOcI49Qec+hNTGTvawV61ScEr6Izb4W8OsxiXzIEaMApuxhj6kfw5rt/CWp6vZXUlmZmkgkK7IpPmw5POO4GK5e+hsbu/ktZpAWjgQxuvL7uBtA789q9F0JI9GtDdXqq90n3VB7dv0raMZOyiDruVOzR0sutx6XprSXNuqXXO2NTkHnhv/rV5b4huJ9Vne6nkdpHbhP7i/wCe3vWprWqNc3DSO2ZmJJPZPp7/ANKy4U3gsrrEqLvklY52CvTjC0bdTkb1OdGlwLOZnTJDc7xU+9FysSIvXG0d6tX9z9rkVI8rbx/6sMfmOepb3NUWKxsqJy3f2p2QXHF2ZXU/ebr7U09QqcKAdx9qYGZQUB+p96iCyTTCKFGY5wFQZLE9APehtIWrG3dz+7Z+iKBgVjM817MFjjd2P3VUEk/gK9DX4fJAIm1m9kMhUMbSBQPLJ7M/OeOOBWqsVrpdm0djaCziUbjKMFyfcnOfxrmqV0tEaxpPqcho/wAP7y9WOfVJPsVsSC2cb8Z9O34nj0rv7a607RLMQaZYPDBH+6MqREHPfc+MnJ5rNayuHHnysZOc75HyeakgtrnyQIslAcgBz61yTqyZvGEUWRdJO7LJH5GV8z+In3IYcdD3qARac8kshuGKAkqHzuYY7jt+FHk6kJE2xktHkIS2MDvS/YtRljIMTRr0yf4qybfVmiS7FYabZkLIrx7iA3Qkg+1cr8Soius2zDGDZxrkd8En+ZNdqmiXqKFVkO48j/PSsn4iaBIbmxuJAVV7ZEBC5A2k5Gc+4I/GtsO9XqZ1VoeTMmNozXrnwjdZNI1K1YHKXAk3467kUYH/AHzXmt7Z+WxaL5k78d6774Ovu1HUrYlsPEshwOMg4/rXVOzic8VZo6HxBoJ1TXxCCyCSNXaQjt0/z615nqtubC8ngKsTFIyZIxnBx+Ga9+u7Rbe7hvyxXy1MZJOBg8j9fTnmvGtekbVdaOLfyWuJQiDbjLE7QcHHJ/rUU5MuSOl0Dw7BYaDAZ/MFxeL5s52A7VwSq/8A6+5NacOkaYuDMgyw3thDz6j3rVv7O/Msn7tSp4C+WOnQU+LTr44RYpWjByqqu0dPSuGpJuVzpjGKRhvo9hIpS3hhUbvlbBJ/+sBU9r4fsZikTKm9fnK+UGH1IFa6+G2hCKYp03knIGTnPTjt9auHw9Mgk2TXAJOSIxtP0z3qGmUuXqczdeH9M34S9tfNXJCyQEA+w47VQm8NWkvltJLZzSr94uMdfT0HtXdQ6LJOSN15AxOR5pD4HoDn+dV73wukpLrcSnA+84JJoi2tRWj0PP08P2o3s2mWkoyW+VCPwGD0qs2iwKoX7II3V8hyvX2x3r0A+F50IczbFUcc4z+GeapHw3JM3k/b2Azkl+MHtVc/mLlOOWznZxHHbS4jP31lII+o9Pb2p8O9AVe0Rio44JJI5yeB9MV2B0a6VZM6oJUIyNyk/L6e4rStrfWgVRDakAKScAAew9am6DkR54hB81msrcliTlsqVJ9O2KieCVl+ZWK7TlFbtx0NdxexXsc3zW8G0sQzyxDOfYdKHsb/AOzq++3Oc/MiAfhxRddg9mjhGtztKokiovTnn8c1VNjC0S+ZFuyxJU9vwrtZIbiU+VsiILYIC4Gf51m3NjeW8h32ZYtwjdB/+qrUombpnODS7V1/eQgMhODjdwfUUi6TCIiETBP9xAfyrce1YKDFCMsMlwTx7c1XkMvyFo2AJyu0ZNWpeYcpkQ2MCFlWNgzLtYFQpx/jUv8AZoiY7XVR/Dt7/wCNaLwqeZoSu7kE0q26lQPKLseB8vANFxWM/wDs8SNtT+LA+9SizkDOm5UwTwCSCfoK0Ftn850UjcQCQFx14xSLbXLO0fz7w2FXZj8vajQLGcbZwo53HB45Jz+NL5MpCMQQ69mwOK0vs16QwSFS4G5Rgg89j6VDLZX5QkhtsZ2t5fzYPoaWgcpSitSitIFZw53fMTwfQVK7yxuOBIcqyHsp+v8AQ1KrDlBHMGA+fIOPYn/61RxSyKQidzjKsSP5UaMLA13eNIqzzFeccMMfgKKZ5TPMsckZdWb5TjgH2zRTsgsakWmIhdjLl2OfmbIH4GmSabuYoAEDMNx6ceoxXYW+jk4MzQSLnjK9fc5FXP7NwmEgjwTxgVlzmqh3PPJtNmiQvHJK0gOclhz7c8YqRIbtVB8wk44yBjNdvNYSKFBgBBOOB6+tRHTJo9pNoTzjCspH6U/aIOQ41YpkbfJCXGDlEPOT35qd3k2xhLdzkkM/mAbfwxzXXDTJXXf9jIXOM7cUn9lyK7fuSC3Yf4Uc6DlOV8xyhaZmLbucHPNPliLRSGNR5hUhSRxnFbr2TeYQYUTjOSMtn6UyW3mEZYTqAM5GOvtTTDlPPms2W2sowB5ygBgG4Jx1P05xVSdHt51jcMnmsAAOQWz8pHvWzG3mjzEAG01vwaSiWi3V4N07H93GRyP8+vb61qqfO9CVWcYOFtCK10+z0+4gvAY3vxbrGACGCdQxPqTn659s5beXsjAxKxMnUsT09T9f8inTGO33ysQobhcdTj+6PQVktJJcyCKNeW/hz/OvSpUlBeZySndWFUGSdYYtpYcs/RVHck1UurgThba3yLdTvJPWZv7x/oKbdXCsn2S2OY9w3yf89W/wqHG1Tt7dPrWpAwnacD72CRVF3In8tWzIckmpbmbyIixO6SRtqr71Hb2jFW3N8xG+ST0FRcdgYrsIDDavLNXeeFvDsthajWZkK3Mi5s42HMa95CPUg8eg571S8B+FP+Eh1D7XPbEaRaMAAR/x8SDsfYdT69K9QvbRpJxNLp5+Q4UAKQ319q4sVX5VyxN6UL6s4WeKYS7meR2Y5ZmPIqMW1w5KuxHPU9q9AeKAx8QFSegEQ4/WqNjaBcpeywPLuz8qgcenI4rz+dnVbQ5u30eWQZ81HHXap5q9F4fuefKVsj0ccV1aaVE7hgkWR0wRVyOykjH7tEXPG4AU7SfQm8Ucvb6LdxndMZguOu8VqRwSRop8uaTdxuLrj9a05rOeaIxtPIuf+eZ2n86nitI4IB5pcqg+8wp8kmxOdkZ7W8SOrLb7jkZIcD8/Ws/xFp9vrmmS2fkuZlUmIlSADj/P6V06wW+AVjyDyD60reQgBZVX3PFaxg4u9yJTTPlzUtONjdTLM+0LIU8s/eJ7/rXUfCFxD4sljAykts+4epBXA/DBrtPiD4LttVjl1LStn26MbpIj0fHce9eQabe3ek6ms8ReC5hk3AAYIYe34kY/DvXUpJqxi01qfS91Cl3Zy2+0hpFIUlc7T2P5147r8clr4r0y82qArRuVPZonG7P+e9en+F/E1h4k0mO+jBSUfJNEBny37/ge1cT8QbNba+kuoh5gDidBj+E8OPzAP41FmmU9Ueh3OlWV5hnQlG5GJWX9BViCLy4/IAdViAwMnp7etZGjaray+HNPuXunYmBd2OgPQ/qKuCTTZz5h1FxkcAyYFYTjaRqndGpkgLneQRksp+77Yp+MFd7sU7ZPP/16zUuLGAfudQ/AndSjUSzrlgy5+/kACnzpbi5bmhKhdSIhtb1PTFRNbxSExsMlh03HH5VTbVhDMRK37v8AvBsHP0xUba9ZLkiaTn1JxRzRYKMkA065lbzriCFZxlQyksMdjz3x7VbFmUJZUJJGDgAcVnRa1aPGrmQxliSV3E4PviiTX9NjZUe4jYsMlSzA4rNchXvFp8WuJNseD93CklwO3So7XeIjNFCAJH3/AL5iOvoDyPpVc67ZiZEjiTD/AHXDMVz7jtUjazCc/Ip7cHNTpcfvFyVDLG0UhBVs5GAV/wD11BFJas8yMs0S27YBZNu8dcrjqKqy6hbuPmuUjzjJVRmqq3CssirczuNx27lyv4ZHFS9xpM0jbpNJI6j906B1OxcL+B5qG6jtjFgCDdKQ374Y3Y7cf/rrFkkdHLG5Vs9FEZGfrTor8xhNwXj+EoDj8TRYexpXVray2sm1oSQuY4ISAo9ck/8A1qgNnoc0a7ArsuBkSjg98+tQXF8k0e9XETKQVJQEA9zxioXa3uT5j3ik9hLCDz/WlqOyIJ9GgnuAbZbgRKoY5ZGDDPPVuKrDRSlxMpmK2w+Yq6ZbnoBirm12OftMLMv8SoyAj2HNULiKZpS3noSTknoc07MHYiSzt4SsTWs+0AnfEpzn1JIqtJFYwvuSKXcOpDg8f5+lWpI7lsq84ZWPdwMn86qPC6zBWgBJGdwXI/nVJEtpA5ZFMkX2lDjG55BtB7EjvU1vdwxoWklbAOWVeCc+uKrPbJk7s4PG3dkflURg2OxjLln47cU7CUjWbULdoxGLcPk4LCMZI9OlZ73Ni7FPJ2qny5ZF5/rULWg8vlBM/UnpmpDZBlBCBWxnO3vRYGxkl9p6bfLt4zkgEshUL9D60VAunXBkJeUgHjaQCG9xjpRTshXO13pEWQ6gTIWBVRAPTsSMcmoLiG/RGDXMTqwBCCA5bPA6dKrDx+lyfKfTo2AIODzgjnp+XNPHjcs7r9hAkUZKngj688VHLY05hQ98rNl1UIMHAPHHamPe320tFOxUDnCE4z/Oq3/CcwguRZxbCSSccZH40ieLjNKVi08SMwyQpxx+J5HtS5WHPFjxqwLSQHWZt+PNKIpJ2kdgepHpTLaea4UedezmNj97aQSoPBI7GqkvioqufsEXzfdLx1d0vxALydAkSGMsQSq42sOg56Z/WnysTqJE5xKTHHc3CuOTvhPI7j1qlIqiWdCs8cLbtjYBJyPTrTm8XanaSSRXVnCkauyq4+bcB68cH2rQbXb37B9ruYhEwwsY8obs+gP6+wqo0puVkDmrHN6dpsWnwpcXIVpQRshHUn/P5fXpFqOoOA5f5pmPrgBfQegqeSQwhrqUhpHH7tRWLPIzOXYgfjXr0qSgvM4ZPmK0jSTP8xLOeF4qK5m8mNraEhmbiaRT1/2R7fzqSeXyIyif65h8x/55r6fWqJChTxhR14rUkImUA8cAfrUU1ykKM7fKqj86lBjXMj7UjHzMx6ACsd5xdM13Ip+zo37mLHMjdqkepLHvuJV3riaT/Uxnoi+prV03SbvW9Qi0vTwSXHmu3dY/+ep9z0UduKobTZIWuU82ZyN6dPMfGRGPYcE/lya7jw8g0DTpRNdKt9dZkuJE2g57D6DpXPWqckS4K71Oz022v9EsLXT7K1C28YMYAQYB65P19e9WzfaofNQ2kbqpx8p64/rXJW3iq7j3k3KqoHGfmz9Kin8YXcdspS4jZiCQFQYPoDxXlu7Ornijs2vpxC0c8DYIwFZRx9SKq/aX2OkFtsZQTEQ7EiuUXxbf3MaK00KnbkHHf606XxHdSKx+2RtI3XawwPpxSUR+0idVFr2rgLFBakKAAZZxkk98VbXV747XmgQNnD8n8K4VteuGbK3Z+fgYOBjFNXVbopIWlLgHA9TxV623J54HZy685cGAxsoPzh1Ix24Hc+9Qz+Ir2N2xHFGNpA2A4Hv71x39oT5JwVJ5JJ7VHLqUrbtvKheMcke9F13E6kTqIvEurRJI0zJKzOzLwV2jsPwok8S6jJCpZIgcZZdhb8etcmNWd1kLcpkAlhjn1og1KVpIpAisFY7Dg5HvUc6ehCrI6B9cvndpY0VCrEbHHQ4/rWB4l0aLVolvLdUW8CmR1RcZ9xVm61aRiqrEki4zkjnP0pltcNLdIz5RGyPLx0PrVRqKIOomcXouvXnhzVxdwoTtYLcW+SPOj/x9K9c1hLbXPDNvrGnzrcWbqRu7hG4II7ENjI9RXDeKPD63MLX9pGFuIFPnIo6jpuHt6isbw14mn0CO8s3Qvp96m2WIZ+R+0i/1/wARz2xcakbmXNZ3WqOx8H3LSeHbuxLnNtMygNg9fm79sg1YknuBzGC5/urjBrH0Imy8Vz2yECK+jyFzkZX5l+nG8e+atX8UUFwWKMA2Sp3YwfSsqtty41ElYttdXibsQqQTnGct/wDqqszTOzNcQ7m/hBfafw5xVN5Y5IlyxGBtP7znmlt1EUbx+bdMGyQCwOG9f/rVheKLVRGoLyTIOWBHBPXafeo5r2fDRNv8vn5x1A+lUikqWxd2lMZOCSvX8aqyvHLbiMyyZXjnJDZ9falzRYe1RuJfERjb35YbRk//AF6T7ey7j87MPcCsAS26DZE4BHUAktj15oLMdipIVYnOeM/TmhSRDrI3ItXuWUPNFNCe6FwR+dPnubgqsimTcpyrl/mFYjsZGDPI245wW9Kj8uWYKUuWcp/dbpRzoarnRyajdAZy3A6HkimyaheyOIxcSHChsbyMCsJ7VpYI9t3MrZOQXOR+PepYIxE5zL820DLMcfWjnig9vY11vNRfcBMm8/cBH9aPtuoeZ85VgODgAEH61mS2jY3RttTGGDSfdb69CD/U+lRpFP1Z9mOBtc/qKXtIidZI03vL3DlMbgeh6H3FR+fdE7nwrngbX7fSq0MKq7JJMWyOGZsY70NA/wBo2BmJX5fUA/Wk6qJ9uWIpLkiR1mDM/LDfwO34fSmGS+OGDRg5wflJpLa2dTiVVlQngMOvPr61JNA8ty7xnG4/NtOffHT8KPbIftyT/TWA+ZMZA5So2WdkYNKDzgY4AIp0ds+4KxcIcEnPNSvaxSoWVcgD51zwD6is5YiKZLxBVnvLm2UZKbQeoHBNJ9qeddrKrjurEj88VLJZI0fzLuUEBeCPzqSCwLSlIgpO0t8xxux2FL263Jdd3IRNcEMvlwhFB4ILDPtzTob++LqrSkIOMIAMc1qRaYYrZopIlZGGWZuufYjpTv7Jtnn81QyoAMhjglfWo+tLqP20jOnuZ0l2PuBJ+Xd1PoaKuXEAuPkKkOOdzL+VFP6whOszkxrV/HYLFHvgZVKq0cSliD1+Y8596ZY29uytNFdm3uSd0jzM2JAeeV53UjxTRSMjSNtLfcDdP9mppGjuIoxgKQDuKdBjqTXS5xvob+2jtcffmW409oGmsbiGXkSAlWHOcYAHSrENzZxwQBLyZgq48pkXIxzyTjj3NUksvtqFpFYnZkMx+9jkCojb28pPmxtIF+XawGKuNRRdyZJNWvYzZdeuJL5YbeNm8zd5azbW3n8Ogqsb/Ub28TYyQXcZ6lNsY2Dp7dx+NdNDa2Qu0mZHNwpCglc8enFX4/C1pEtxexutkHHBKCTzD6cn/wCtxWqnzvRajUYqPkV7UXF5GL2+3pGURZC/QsDxs9W9DVp5fNkVF3LbQ/Kqbs7c/wAIOepPNRXc7yNGhcyXB+WPceEXuf8A69VgyiVYkyUhBdvdjXfRhyK73MpPm2H310XmZuy4FZss/lASdZCf3Yx+tSTSKxP+z1rPdmmmLbl3AevQ1tqQSuudifekcEnn9TUE0okYRR/6tRge/qaWQeRCYl5dhy2ei1kX13lTZwfNI+N7L/Cvp/n1pbINSCa4fVZ9inZaI3f+LHc1ftwpkFwy/IinyVbgIvdzUUECJAsIGFUb5jjt6VcSJ7mTylT5pmGVz1H8Cf1+tZt2KSNXwvpN3q+pNqCQK0VqSLdZHCgMe5z35DE/SrF7YXx1NoWQh8/dAYj/AL66Gta/uh4fsrTTbco4Jw7j+I45z261a/tCbV9Nha5ugXVCIyMLnJwB7d68zEVE3djco7WOefTJlV45pERYzkFSSGOOmOx/SrFro93eRSRW0M0kmQN8aZX65rTuoV+yFhG+8HDMDnjHf1q9o2oPptu8cJ3bcll+6pJ6Vx+0Teo04tWZhSaRNab1kUxvGgJRxt5PTinaZo11PMGn2JCp2hyoJyPbNbF6sGqXck+oqHIVdq5PAHI59apxSww30zW09qyFwNjMd/Y8j6mhuz02HGMTek8J6ROu6G/TzmXJfy/lDYx0HauWvtCu9KuUScxlOsbQtwV9fzGMGuygeGQCW2ndFwSwUDBHsaxNStnvplWS4iRZYsq5+cx885WrcoyjoS7dDItA808gchWVSvzfzq0tj5kcccgLSFM7hlfl+n0qoNKvra7228yMhU5Ib9QT7dvSpktry3BSRy55dZkfkj0PbHbisZLzFZD4NMintgEdY23DcCmQw7AZ/GtNbNLf5fLjB2/LkYK54piR3AjSIhcyLkTSMPm56E9sV0GlyRw3yNcRRyMYsKGw4BwP61jZ3vcFBGBFp0awE7VKdm6bTng1ONHERUlh8x/hGDj1966m7e01l4naFYHjXsQocde38IrjNS8aPGXTRNAub2CIkNceS7Iv4gYFdFPDTk7xd0UqbZdk028hG9Dna4JPp+HofSuG8Z+Hv7MnivbVUFtcf8s0bPlSdSv06Efj6V1lj8S4F8r+0rJ0V4i2N+cODyPoRyKW88d+FtV06eyubW6RAXBkWPI+Xo3HPPBB6jpivQo0Z0ndkpLZnHT3slvcWF7Gdz2+0bhxnHIH45713/8AZ8ev6dHcwMTvThlGcN6EetcBe6a0UTSRJJJEy5STY21sc9CB6+1J4a8U6h4W1GS5SKO6iuk2ywyMdrHqGHofetpUudCtY2ptMnhuHie3bev3mOCpHar02mPA4nwo7yBugJ/rV3/hYlldLiTQik+OQzZjYH/aHp71pW3iHStQlk846YYT8iI8nQHpnP0riqYSrzKzJ3MZoZLm3e0Em0R/PEMEVVayhWTZdIxTGA0YySPWuqmfT1mH2aOMRIOHjbeg+mOoqre+I7GzcxrZJczFBsLDaueOBWf1WsmBytxo5hDGJo2VQVzjBPPJI6+lUTDfxW4n8gSFCU4O4V2SXsU0Anl0iJRM25JklJII68d+K0xDEIo5IlVS7ZA6HrnNY1pOmDgzj4dLuQyObdirqsiqWwSCM4/nU0+nu077LcKUOFYNjjrnHWuluZI4b2GMMZGjBLN0P1FW1jtpIDGY4wQ5G7PY9Ofzrk+stMSVjh9TsTEhCKQ5ZQCOR78VWt9LurtbieMqqQ8kFsF+egHfjn8K7gWEEqtLK4KuduO24HFSR6YIIpIHVSFc7ZcZI4yM/rVOv7rYuW5ysNhdT2RCGQxs3+rC7uevP1qF7KaNFlKOE3FWDDkEdxntXYw6cVdyuMbVyVbBJB6g9/pU99EskUYZIygyQBwSc9/1FZfWHewOBxUcQVjuVGx/Dgnj8a0Vh8y4QLhUZgwLMSWHuO1actvBkJsADZyqjHbP6VXcIsBlVgQpIO0YOB/Ea1VVtCSIre2WJl3Rl4mOCMcDPb/69I1q8cjhsMgjLDByGI4x7VIJ5I1LKWdlAwD2z3q2jq5n2csgBw3fpzj8ah1Gx3MmdS0uV+YINz4PIGByOxqqhLMwV15XKjvgeorpLe2iLFrdcsFZefpSNp1r5IuHiV5Wx5eF5A4z/hShPSwWuYkazKrmSIlTwoJ6H/Crke+GQ/uWJ6Z7/hWs1rEpyseyTaMMGyMensOtJLGTuMGAwOeuPpSlN9A5WVooJ/Lj6gEE4bBGM9/xwauiEMjF5VBCLuQJtGOwx3OKXzpPtCqQ2wDeRgdD24qRrlt8gmKMgA3BgM57DIpX6y6lLzKM9sYZE3gbZPmAIyaK0JbtPLB+VkRwpOc4PYUVTQaHmVqjSsIpZ33JLs2sMEn0z2+lQLZzmd4oQmB8pkkOOAecfrW99kzcncoV4hhG+8T7Enqcd6sNbq1wtyVByOMgHnGOvrXYnqQ0r3MeOGTED27LLGXyFIJwfX19/Wpbi1CeXc20bASszMmMEfj0wTzWpuKOhhdU6btowM5zyKjuIIZVkMJGDyAOgz149c0Keg1LuJa6XLCu+4dZbdE85udpJ7DP+HpVC81DdCpUYyMqg6D2/CtSKWVYRA+Cg+V0xlXHXNLeadbqFZR5YZBuOcr6ZH1rpw2LjT3RfPpY5Nbh3ZmVsyNkbs9qbbyxnzRv+UMF6dTXQW2gWLblmEsij7wVivy+2CCKvHQvDsdrsgs7pVJIaWOYtj0zuJ/z613rMKI9DibmRpZRFDuOOh96ixDaKsTsN+CeTy1difDWkPDmy1O4hZyRicBhkHHYDjvWJH8PbttRe5GpQ3jcgHO049gf8ar67R7jutkznr288iBpXbMj5Cj+8xrPsbbyY9/WRjx9au6joV/DfobmOV2LbFVU6e3BNaj6PJboshDKxG3Oz7vr+NW8RTte4WKKxRodrt+7h+aVv7znoPw4zWrpkJjlW6wsjgloxuwC2Ov0H86nXTN0MflxFIo2BJaPiT3569a0INKnt3eZsTKeCx42jOPwrjrYuNtBORnLi6neS4ZZQrBXMW75efvYPfHX1q+0U8EiwwiIIhAy3qTkAew/rV2OyNvMFCtIzEfOfQfzz1qRTxMjkk7d2So+Yg5z/KvNdRPUyuRzSys5eMbU5IBBwexH0qN7hIoG8tH8srkjGNvsKs2krykCMArIcKANuPp3I9aju7SWJpJBKX+cLhRz/h9aV1uCMu5vY2lVmVlWPGcE5Izk8+taUXkxyzyoFZim4grkkHowJ79M1UnslkV5FZN0R/fRsPvZ9PpV+0gijiKvIV3K2wD06/l1/OqaVroq9mETzWab5yu18hU3cOOv4VAqSyZnVsb2AHo3OQMU2WAyW5VWAERyw9V9R9KVpJW8hlUKinAIPTn/ABrNtWIbJQQluxYByT13c9fXtVqEDyoxtOAM8A4yByeOlQLOQrlolKqctjo4J6/UcUrRPCNhkY5Yn5j2pPVaBdmlbS4ZFbeQjAhTjI+o/HNRzsGCRoXXGQoxgH1yfrUEMpjlDqr5U7fmP3v8jpSMwE4ZQcgbiT/FmkloPmNLTr0XVq9rcs8e9hAwz82zGSAecZHGa2G1GC00W5GneZaRR/JEm/C7yMYwDjHc5Fc/FiBIwkSOw+bBHQ/h7VZ3oVDLGY4Xb5WU/dOOSPfnFdFPEunFLc1jUsrHAnQUuLxvtjusCqWLoOg9h6VattIsYLkIXjaPdnpgueOP16V0UdxMscwdguw4H8efwPfikjtmbUnlWNAhIkynRVI5ANaPGtq9iXJtiG0klUvCQBndkOF478d/yriNc024s70MI/MVhkFMEqPQ16KlrEzmOWJQHOeD1HPQ9iD+FUZY4XSQw2qpME2mQ4G45/z9a2hmGmqG5HGSzWy6ZbyW8w80qftEYRh5XOMHIqD+3DDarDaWjGVTg3LICxb246V10cNrDGFni2hyQrcgnPT+tTS6fbmPZvQBWyQUHP41azKL3Qr3ObuW13CG8ukkAO1t77Sx6DgcdPpVuwtbi/uRKCzSr8g4wM9iT9M/Wtqfw9CisZbtSGJEaEZODzj+VbGnRC2s/LhMRZEyzBOv49aivjoyj7m47pFO1tHtJVuvIxdp8hdcDcMdx3pj6rJaXCp5xxn5maPlc/X+daiyI6PJgGNvl2EZ+bHp/UVFc2UUjRgoqu0eDI3JJHYjvXmSq3WpN2ynJdiW+knmRlDKisWHT/aHrV6Od41eKUZaRBhuuR64qOZQ1vGMoFZAFUc49c1Zjs9skYVGlWQMvzcjA9fesHFN2EizYhGQDYjs42qBkLnqSDVie4VZdoZY8IDlm4yT/PNQwL9llKqnlvIhCsOgz2Poahns5GXzMiR1GxkYYIyep9qPZp6FJlie4iKGTzgMR4wwIBPQmnm7jt4g4YbxGREGHHPfNV7yITvA+1REyAeWO3b8van3RjtV/fSHlTtO1eg4xj8Knlje/YdzGvJWWFS+fvg7x65/XFJBKi26Sp+9RlIYYwyEjnBPX0q7cIjQMCihYkB2g9RnGadZwoBlSEiTB6ZyD169q1VrGbepkSK8s5VCyBhncPlz6geh4q8pbeLmBisjLk9wu3g/0+uavQ6cHZGCkg4JZxgK3PORT4Lf/QGVUMQUZJHr6/57VM5W0QWKdvcEMXhBaTadxDYx9B2NTQF5IXkSZvmG3azcnHf8DVy1dUVkk+RGj6tz/LkU6CSONpYY1yCAcjByB1Gf1qVsx2KTzMigOCjNwQD19aniglmn+RPmmYAnb3AyCD+vtV+GcRmQbEdTlgDk4/zzUEn2g5ljlaIIcEq5Yt7fTFCbsmirEUq3MiIxVsxD5jEMlhnrUUymG4fcuPMxhdpyT2x7jvV68eS4t5Ixn5EHzKpBJz2PcVDDG5g2EskhOVO7JI9jRKV9BtFCN0nTHy53bcnv7UVskRSx+UAEZeC23BJ+tFNTS0J5Tj1nZFZGCMB1PXn1FJHGptSy9mAcenPWmgB45JAApJ2gEcH60sJQltrnc2FKAHgVrTq3bTMrkccRQgqwcP6dDxUkINxmMgLyGyBzkenrTdvlgKqFcdMtxU4nZsrswqDohC5z6mnewkOk3qzNl9r8bQuNvPP8qllheLy0zu4wV6g8VPYhZY1cId45APUjuTViMxxOIp5MbmO/K5JUn/IrOVS10WijDCuI5FD7WOWUjlfXHtmlRGhhkmUBUOAdoyc5J6fQVfmtFiI8hn2qCQGxwT0FUJRtkigztWXBf6HrXOqrk9BcxGbQSRpK2ACC6AdRu+nrVZ4pYJZJGYGNSrjAOMeordBPkISqMnlrjAx7VEEUuJCUQH5SmcgjHIxWntHqFtTJMSkNIG/eFt6uRnHoatRQTSr5j7lxkNzyy7eGHvn9K1Y7K3wcZB+WMZOB9cVBIyrcRqGy0hO76jpiqWIcVqUjMKzxRtHvLuVIDL1I60sUM0agM+YyOCzjJ9sfWrNzGJLll3BSBwAMUZnii2OhBwcfLwe2acqml0S2U0k8rjureYj/AMxUbAMrRgbUK/8AfPrV6GBWYo67fk3Bsfnio3t2lnBTkEdR2IFTzvYVyultIs4nhDb4xn5V6Y71JHeMFMgBZSQwHTHJ5qynmCFRHK6TKRjaeMj/AD+lKGlS5DPCrK3ykMvDD3FWqqtZjM11aSeS4SJWVvvL2Hr/ACpY4SG3EYZASc8cVotDFH5j5271DkR9APTnqeP1ojgjmVShPGecde2f5VftLrcDMSAK7yPlmbKL8+MfWp44kj2xyIBEzKVI7Y7/ANKtTRMyKZAHhwBlSOCP60salLgsdrRqRksOBnuMd6OddQuRSWaRzjYVjcfeY8qw6gkelQTMpdCoGD2AzWjdlNiyZAlZFBAPHHY1ly7ocNnIIO75u/1ojLTQTZHLA4nATjDA4A7DoPrR80ny4w5AKqO31pTNu3A7gMAj/ZIpoLRziRWLbkAx7U3PohXLEUOAWkcq235AD3/wq3DeEyALgrtPXuTxVGIsY8sASCNo68d6sRh4/mQglX9OoNZ3sFyWW1RpGSASSNxlnA5OMZOKayJIzb4hHhlChPk59RzxUaQzysWhYNvJ2kdh3qaNzKzeaNvIVCw5z6n2qlorlczBpBGkg2Fwo2gtjIY8Zqgg85GCxqWbIHJIwOa0ZLUmRlnwIyrKeecAZH64HvVeK0AdGQjYBlweo/rxTck3dbA5Mpzw+bGEGwsAevO0ep9OakFssjpGd7qmN0i8Y9SP161pR6eivNL5jIiq23cMlzjqMfXPNLFEsMG4Z2gdV6n6im5JaFKRDIwltEfyyNjFVG4ZPp+NV7aWSZZQMA7eApyPQ1FeW0sk3mKjMQ2CeqlOxGOnpUEUd1HEUbLENjaOgBHP1qJvTQTZq27TShP4QGAwDxwMH8aSW4IvUiwuEOCcY3LVaOcO2AjJHnAz1Of60sgcOZHGSBtKtxzUJNoVy+kyNDG+QGBX+HIwOKSa7k8v5ANrtuJU8g/41Rlk3IiBG3Z5bPH+cf0qOdz5WccgnBB79v8APrSvqO5pC6MuVmd2fPygDoMd/enz3T+SZACIxtO7Oec9/wAqzLaXJLCTJ4GSPxwKlN3IFMPyDLcjHOff2pac24rlq5uBOFkhBEYfIUDjpmp2fNs+4goxBx6cZNVIUWQhIwOEDSBhwc9quPiXA2IgUlsr39P/ANVKSUVcdyJwpJCEKSclQxwcepqHD4EnmbdpzjGe9TSRLuB8wplCOvBI/wD11HFLJCBbEkeYCrHOcHsKG7wuIdFMG3qCWDY79RnA4/HNTQ3DW9tsOTJsKsfr0+tAtd0rSHad4H7sDk4bnj6DNIq+a6+Y23lgdvHfjPvzWd5DJ4Zi1uGTIYKCBkkYAx09KhieUTrMhEaqTxjg444/M1btrQJJ5OWbaucoSdpPr+QoaCRpvnYI/PIJwR9PX+dSptaDJ0MQgRlVlZlZQoPJz/nrUEsskiKiqTtHIJwPwxTXUxyRoVCFVGQQcKfT/wCtVlT5x2uoVgMgrk8e9W5WSsUQpcXDSOQrFsYQA43Hr/kVHy7N+9UbyxJPY9elSSxrayB24wc8+nU4oXYJvMRsQzjeox+hNCrXQrsnSQtbhmH3xgsOgPqfrRS20CCPcjnnqrY20U1YpHJxqRKFDDAOWJ6URyp5krYYKUKhscZx1qqZnjL5IbHOPep4JhGoKLn5RhcZ5Pb863Xkc45FDokozhVK4P0/+vUzMGwkSgAqAeetNkYOqZlAAbcc9z3FIMNEz7xuAxu7D0rRO8bDLFtLLCVMbEMpLnac5zxjPrUkxPnBwqkA846f5zms5p5YlfOcRjgH19qt+ZutE2Ab8ZHuD1/WsfZt3TA0knHkqp2ggFQT3yOtVJFWS5JchlUYB9/QUzz0lXKsjShfuD+EYoDAswj+ZNmGJ9qmMEkVYvRvi1jI5UYIPTjnj8DUZ8tfkEZBHzFTzkmqYlQKsIYsq5xtHTjvTVupLXzCxzITtIzk+tCp3ja4Nl17vyLjzghy2FYNx+P0qTzA1yDEi7UU/KDxye1UmlAhVN4yFztA9e1SWpaFg5QhcfeI+6c0SgnoFyw8wdjcOods8ZXAUDpU6yRS/vHfLIMbV6Yx0H1yahlDvHtIG5wWweABnr703Y0Qfb98/LycnHXIrOT0sBYiiR4UJcBYwUK5wSKWCFY2EqLkAkAZ7e9Qx+YWUPkF2ztH8WfSrIlYkoinYowTjlf8ahwaXMgSIJSgwGhwyBSVB/X8/wCVSzb5Jg/VZAGAcdSOh+tRXomBhZ1IYAg9O3eo5LiSW0UqVU7x07/Skm3dsdtS39nV5QJWzFk7yPTHIH1wPzppjzb+WiZjxyM55Hb6ZpsG9Vl8xWQBCACPvMRj+tOZRYycEkKPmxQpWSTH0IY7YAPGwGd2XB4pJbSQ7iUGzIIB+n+NNkvA0ZWJCBnJJBPHfk1ZjuUIFv8AZss/zbg3AJwfwrS99RWuUDbv5hkOfL29x0NRynyVZXgAP3i0nOa02uG3vujQbhkrJ657/lVCe0kvYR9nKiQMRiRxznkUJvmshOPYpgqtrJt2KeckjJ57D36c9qVAZd5WPJRclgKJIR5J2sA6EpIuCPm9anhDwW3yv87fKG7HI5Ht0rSE/eSJS7lGU7GXYPkxgj/aJ6VcMZihjRlOXXucEioRLDPMPNDCQgbhnj61cu9ihWLFhGNuO6Y6j+tVJ+8NIhXKI23G1sxhQevtVlYWZQd2TkEZ4I7YNZ5kUwBSpBDYRj/F3/PpViLzHb94dsi/IVHvzVybtcLD5pjM8o2u5QgfN1b2+g5/KnLNbpPGqKu/acANjB9QKg3rFIAWIaQ4Axk8H/HimrbSRvIxiKrvIHPOO/61zrv0GXZHEhDxqFODvUtnJ9fyqO2JicMELOFztBwMUgKtu28cj5gvT8Kla9R08vICjHzE9ACcVo1zO4x5MMgYSr8x4VVOAT6/r0qlMsnmlSqOM8Ar8yj61JcXAt9oyuSAwBOMA9aiur4QSrtYfdKkqM5JHXP0zV7rUd0RmFYwSPlkxuyB1+lEykbdxLqABnqMmoHvFkZd+VULkZ6jA/lUaXSSlQDxj5x2NK7SILsaOiBWCnkBh2YVHPkwOVjDFT90e/HFTxyh05lG3Gd2OM/4UkXlFsMCCEJKnORg4/nRb3kmNlaOBwwDZjEmCjlce1T3QQNu24DIMnHQf/rH61MXEhDqoDKoUY6cdBSTOJYZAyE5IGduNo7/AIUNJMLE9rbFIC+WEjLkkj7564qWFFLJI+4EFvlA+7/+uqvnTxhMrhI/TvxVhpikaAZwG545NYTlb3WBDKqbHwuXLDGeOp5p7RKk2PMcZx97nHcH/wCvSwxm4mRQhjbIJV+eB3/lVz7BFcLuPmbWHQDke31pxjdWHFXKsIkS+3RuzS8lQBlSR6H2q75iJbSh2VyHyqgY3DOT+pqb7Kht43QEeWSspbgAev8A9eoxFLFdtIWR12sPmPY45HrjmicEti2ia1dy8pBznHzY5pxVPNMjPuKnJ54B9Pao4WEjP0KkZLD6YqO3AldyrYGN0hPXPTb+fNc8HfV7hsPkk8wlkTcuPmyDnn/D1p9ss0VuU6gnBz1+g9KgmEkcbhXGOQcHj/PNWDceTt8ss+6HDbcc+5rVPmTEPkhSaGNJAHVVIfd0x60xJSrxCVEQDiLaMhQBio/tfmQlVwwUEk+x7/pUMkh2rISgCcY7HuSax5rPVgyUbkKiNF4OSVPv/KiqslwS7bhtwwBHTj0op8rFzHJyfcT3I/nUtmPlk9g2Pyoor0omRGeIRj/n4P8A6CatR8xRA/xMM+9FFTTGV5vvv/1xB/StC34kgPfZ/wCzUUU47sCnEcajgcA7+n0q/bk7puT/AKg/yWiih/AaIoTk+agyeSc+9Ol4uWA6FST7nbRRWEzPqDE/a7bk8mLP6VsE5trzPPyg/jkUUVpLdehRLOB+64/gFV2JFvKQeRG4HtzRRXLLdgaEXMKseSp4PpWhpjM0Um4k4XIyfaiiuiPwmkNh2oKHmgDAEDfwee1Yumj/AE9PY8e1FFZy/hsT+IuMB9rYYGPkP607UVHmQcDnOffmiisH8a9A6FG4Y/bGXJ27DxnipLcD7JnHJkjGfbmiiqW5Ja1wkRqQeTEnP4VGnGmbxww6HuPmoorSl/GY4fEZ8HzTybuflbr9aju/l8vHGGXp9KKKn/l8QypOAEmOOknHtWlc/wDIT+ojz7/LRRXR9sERRcoD3CSEf991EwHlT8dE4/M0UVpLYCtd8aqyjhRGeO33c0XTtiM7jnywevfmiisl8A3uaK82ch77s598Cs+54srdhwzMMnuaKK6KPwiZHISZWyc8d/oKGVdsXyj/AFx7e9FFTPYRDIAzNkA89/oKLBFEqYUdD29qKKUtmUtizaAeWVwMbW4q5JzIZDy/yDceuKKKcwe5JL8tupHB2nkfQ0tmB51/x93GPbKjNFFYr4GUthj/AOpb6/4VOf8Aloe4zRRXPV+JElTOJZiOu4c/lW3D81rEW5Plk5P40UVvH4WXTJ9MJMyKSSDbrkfjRc/6hX/j+1Ebu+NpoooZbKcBJtEyfQfhUlgT9nuj33Lz+Aoorhp/EyZdCNyS5BPGxePwNWrDmMZ/55sPwyKKK6I7sl7kTKokusKBg4GB0piAfa1XHy+aeO3aiiseoMgYAq5I5M7c0UUVsyT/2Q==", "path": "/data/wangnn/datasets/waterbrids/waterbird/027.Shiny_Cowbird/Shiny_Cowbird_0070_796832.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 1491, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/027.Shiny_Cowbird/Shiny_Cowbird_0070_796832.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/027.Shiny_Cowbird/Shiny_Cowbird_0070_796832.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/040.Olive_sided_Flycatcher/Olive_Sided_Flycatcher_0022_30551.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 2253, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/040.Olive_sided_Flycatcher/Olive_Sided_Flycatcher_0022_30551.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/040.Olive_sided_Flycatcher/Olive_Sided_Flycatcher_0022_30551.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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CML0Hv+ApLa082UK5ZUKFnlJyAoGST6URgktWFi1DGklw2VkZdvOCOR3wPxHWomswI25bKMPlU8Eev8qrteqQot2coTxnHHsDjn8acsjSu5BCt0Lc5B9KaTUrjJ5bpdxyMqVGcHr+HakkZHVmMR4XgBeG9v8A9VOIUuWC+YQCyICCMnH58ZqvNOVcwkgSICUweg6gf/X/AAp8qbAc23zPmKx9AN3cDoDxVcSb1dYxu2jBXPI5zUXmyXDeWzZJUoMj/P51GxWB2HmFZcfKQcfmauMUgJWSNTvO4MeWXdnNRu6ggBeB3HWmtDK8IlYg4PAJxx/WgpImflyV700AkcqAMWO8gd271YWeP7xC7hjgLkZ9KheMbT5i4IwMjHWo5ECAAOvmHrjtVASyXbBhsUrnqBxRG8Tbf3Wxl6D1qqZNgGGbnvjkim+cPMADLjr0oaAvBhCnmbVOcZ3Gllk3RsqsysfvA4/EVTkuAX2jdnHUngmpZIj5QaN2Zjjd7Z7+9SBVuGJkjy5O5ioK+npW1BdeValbd2VH4kx1P1rMij86QFtuVIKhuhNW4WIgkGNoxkEjjngUO1tQEI85izSlecDL9qKnjDBcBTxxwRRS0AtvL5UoTgjPJx7fyqyoAAALAkfKCMEew9aYbYNC0uCWRtmMcj/OP0pmGEpy5ULwjk44+vbvQmBaVzvbcGUrg5xj/P0qGQpN8xXa+47Qc49yBSR3LXEkkZYkx5G5l7/571cSa1khTemXUZGOOT60m7AYt6kCzEogBBIcAcN6ED1/nQzpFEqxlWdzkkc5HtWlJDazOWIdTnglu/b+VZctqtoZJkYujvyCMlD/APr/AJ1adwLcF0VYrJnGOxzTZbgSMMKoYcbgc1FF5jSpH5WAzYw2BjP+f0p0g+yOAmHBGVYf40wI2/csVLBlXqfUfWrQuEKhVwAOSe1RTbLjaVAGOmRgfSoxbO0biPHzA7V9ev6cUXETWxSaAvwcA4yen4GoyHCbsbh6D2/n1qGxW4EEcUnygANtf7xH9P8ACrYT95lioV+n1FK4CwP5qqsijYOOOpPrVuMK2cQkorAsAwBJ9vbpVFjuZsBgcY29wajW5liZwBnPQDp6Uxm9PJDbukMIXaRwwY4Ld/rUbXTfOcqw6ZI4X0I/WqUEFwmYznynDDcTkDPQ/XAqKSQoBEMcZyR2H0NFgJZ7uNGjTKkR8HJ69/51KlzBvjWQh7h+enC9xn+VY0kpdiwx8nRiKkEy7EVfldOAQDk0wNF5Yim6QMCQcjd371WCpMCyNxtwVJ6c/wBamtxFLuMjnPGe+OwJpYD5GTlDGWJII6exHr/hSQivymEY4XpnFWopgkuWkZcndlae0IuPK8oAuxBTnH1/I1qQQwpKii1hMgTn5925s8cfT0x2p3AgNxtTYqJtOSCoHP1PWmSzBm2tyM42g9R7VNepZm5leKXZgr5WCdoBPp7DisxXEM5YglgCFI4/H/69JIZbntxZFhMrpxkqepB6c/lVCSdQ+yEsQSNrMeRxzT7hp7tZJ2kLoOWdmznH15NVDH8uWRiTyhPGfXirsBIJSAwXB5xkClBEjNl1DbeB2/GobiN7ZyrgxHaCEIweagk8xZAACW6AdzQBZVmEQcBginBIHf0pyTmNi+DjHB4qvHbyy8KpzjecnBA6ZNICS5Kgjnkc9ff3p2EbVpLcmAtGHMLMI8ryAew+vX9acVl2MpC7QNpc8BCOoyfpVOxa8VfkZhbM4LcZUt2479O1V5nYHzJCjhsYKcLnuMf/AFqbWgy/FDNKWYQSOmPmkAwPf9Kn1HTW00ruuYJVZFYLE2cZBwv+f0rLe7imnQxRhQg+4zkgHHVfp/X2p0WoSJMZJsGMMSIyNy/jU6CNCxtvMuIHuHKQHDO5GNq+x9PfFWr6NLK6wsoY43OeeR6Ad8e1YjahJ5wIYorgoyjAUKR90e1NeUFfmmdgrFRu7D29qTasM0JrjMDqkrOrDc+F4ye36DirtpqMFrFN58jhgVKgDO4AYx7DuMjggVz4JjBO75D02t0q/YLFL5fnzhE24cseD3BPtmknqI0L27S/toZLiVSBuAJT7wz0H0/z0qgDbSONp+ZPvA8DOePwxxVmLTmmdYYGDwsW+YJtPGCW9h2FTajo9tatarBOEjnxjEm4hepLDtjoaUoPcDFumhcjykYBDjlySB/j3qOKMFpEkVt8bBduc475PtVueYTR42Dd2ZFycAY/H3NR2chubK5h8sPMCWGw4JXA7deOe9TYY+LUPKlVTH5aqhABwWyQQDz7nOKq3NyXV1gaIudpYY2j3x+PNNlt2tfOjuYpUlVQmCPmDHDKxB7EYolt0jiCywtLIqgvgdM85J7dqiwWILq8KBIkjVwAD/untjvSLcyBhjzCjcMp+Uk9/X/69XrCyS6ureJ0+z+YSowecA/rxmqM/wBmtQJldgGcqBg8H/OMUe7IBI5D5Th4/LiByRtwSc/pT5/MSbEDbvMUksCcNjqBn8PwqJ5iYz+93mVcuozx/wDq9KR5QzRpHKzIueVbkk4/zihASRS5ga3kDqXbdnHQ4/8A1090R/L8uRQqErsfo3fIPbr+lQ7hhOcMVBVncDJ78/0pzAOBEN2GJIIU4UDnOe2P8+lNDGsjTI7xxtHJ0b0JPHHr3pkUMbL80cjv90gn+nbvUkcr+eIQrLDk7Tk4JPf3zmrLRXH2YyCNkGD6Dd/U0NiKtwsrSFmfLMM4J6AEdqru/wAn3sLu4wc5HrRJK6lQh2s2S39KmmwLGOZiZGCq8oXjAPGR7ZHP1qkBB5igFQOcE5YZpvyoqkHg9xwB/WopGIxhQxPRVqJnJyshHQfKvaqAc8+GDNnhugGarq29ye5O75R09qldlZctuyOM46VXMjD7uPfFFwLUSKzrIVyc5wO1WoneTLqPmzjGevbFVY/MK/eIVjg7j1p4J3bdwCj2wQKkC1HgtuRSD0wpGMev+fap3Ia4jUNtDKNwK9+9Vd4BDBzuIJIXnH/16aLl8EMmA1ICybiNOM7voKKoMxB4lBzzzxRRysR0ltcYiKBiQegIx8w/yfzqKSY+R93OBnjgcetV4ZYyisrZBOBg9Oe9QLcl5nJcBXfADDjPv+PFNIYi3e3cQxPIDqBgtj3NXrZzPY3ErweVtGYGc44HUDpk4/Cs1Wlu5kmEOIkPIBClj7Z61LbXD3VlLa7pDIh2xnPGP7pPbjitLIRakaWKNGdo2V4w3lg8rkcA/lTY38wxO7FT3ODyfSrSWNl9lVkhuk3/ADAM4zCfTng0z7O2AhDbgCc+3071AE0E8UcRURryGBzzk5OcHseh/Gqp+6WYFos445Cf/XzUslm7ZZWXMRDYXkZIxTozsVCChzy5+6PTn24ouBAyPjZuAkP3gPQGnIbzb+6l2KOE46gdTSEB5mERPBwyqew+n1/WlIjaKWRpG3omMDIAGOMD8elADIp49jM0o5b5iOd2R1HtwTTJ/wB2/lbuSfl2np/jmnmAOokDEOBxwMEgUsdoPKDlwpUZOT94/wCc9KABWVtzPvKnAOP4exOaJym9z5qHocgZB9PxoOxEcmQl2UYB/h9agt9sl2gUhFb+InAP+TQgNeORfsyAu2GI2k8DjIx+tU7yHM7lnKSjl9xwCf8A9VXobZGtktnmkO3LYXHI649if8KzZLpoiyzrIw3EPkdPTGehoV7jKkkjJ1XCtyvuKUnzQjBgWGRgU1xnayhs5wAen5VNHC0DlpRjI3YUdQTwKq4CxuVDqrEbxzjuKsCV2kKfMQPuk8g+uf51Ax8tiQEDsTg+w/xqSJGfHyFieQg5ouBp28dwkqhZshPmOwdCR+vQfpU0l26JgkqzjaTyD7/j1qIpcqBKVjVdudqEcKpALY7fj1qncZkl3AcKMZPPFS9RWLKOhmUZZecEn7p96gnkSWZ1TA3ucDnKL7H8KgVWDAoxODwSOD64q5BZi4iWFnjgBfe1xNlgT6ADPOO361URlFWdBwof5jtYHcPqatWt5IbgM3+tSMrF+63Hnnbj061opBbPCYoWt3CQszXDL3HG1RxuPTGeBnvWZfW8+l3O1Jd5AB8wg53Y5IPpnI/nVgQSyzXgxPKdm/Ly7SdvQYP6Vs6PHPdgWcFpJdC3cshBAQ9QWDceuP8A69S6dpUbaUyGa2MkzkCa5B2JHjIwo5LEg89vrUEEz2VvJZWU9w0eSQJjtVW6EsO3A656jirSApSae4hE8YCgt9zzN3lAHGX9cntW1YaLYNeJBeTtGjktFuwD7bu4Of4fTHStK00FLzTftEkMj2u/iQK0e44P74ggnA4HPbmtu1t9KtYLaO9twkoQ+W4P8Xb5R82Dk/rnrT0QjA17TrFtOUaastzcwMysxyAF6knjliTxjtXGvah1C7m3uMbXGAvPY98dz71v6tds13dgXhdncBRAvyHPIJYn1455I9Kw1lKxAnadg2ZK/wAOTgD25NZTkMrvbyRSPLIgCgDg9SPSq/75sjY3IJGORirm8ysASzOM4XHWoNpeTZFCSQDlGJzn0/z61KYERklhba4zkdOvWmRTHOCxOTyD+tTXEUwjLMCoPp1/XnIx0qsqLE/zblU4B5osBcjYRFg/3Tna2M546Y9c/pzUllN+9CPz5fLtgcA4wc+x4/KmrCTdSQSeaEK4LR4ywyMY9T9KdaQSols7RRiW3O0mTgP3AYDkZGefX6UWA7ewuwLSQxwQy3E6ANGy7Swzv3E9htyCeKxhctNcKJ5AqEGHYigbFOOB+tO0nUIpNFnk+xlnllwDHKM7SM4J78Ag++c9KRImEl2JjCWBDFwA4UY4GBjHJ6DnirYhlhmxZ4tge+3uFlmOBGwz8oXufXnjtWShEN7PiZBc4JjK5AJB5x6cH8cVpXKW1vcCznnhKAbd8I3+awbDEk9DjB9+axdQiFtq8UePnkYqpB3beP73c59KzbtsMs3l2000cryjIRUdQDwB93k9eSRz60WlmZ4ppgS6eXkoc5b3wOuP5U1DbRmSOaTcTCytjcuc9M/kD6VX0+5uIjtWYl8hJGOcKD1JA61Fru7GP88xPBNC7+Yf9WpHI7Z6/lUElsskCuNrY3KGwANw960X0uMSpEGwFYgDgM568ZphiSKBGVI1jI+R3JYkZxzxxUy8hFARQKg2uuJRu3Hrgfy5BqJjbtceWhC4zy3Y+v8An1qW4WB0ZWl3vkIuw7VHHB6duOOKgaV4dtssS7QxBmwPm9vzoQ0OaKQBoblS5UbhsI7kVLDI6RgRjKHhfQ+316/WodzbWKMGBOQ4GeTxzn6CoooZ3mlhlzGVUSnGeSeR0/Gi1wZbtdRdIlBKkqcrtGCR3A7A9ajld/MIRvlB3cnJPofyqC2lljYoUDMDsbIz09PerRkJXEkatAenzfMGB5x6fSmhEUqp5zDY2CeBgZ6f4VXnXylLLcnD/IVK9B6EVLHNF5lwW2kRPtEhXhh6nuODUUj27zHk4I3qBxgd/wD9VUncCN1DKIxzheSOv1I/wquP3i5A5HGD/SnkHzCwJwF+9jrUJlCbtuODjimA45cHkHjntUYcphRgj070O437g235QenX1psjbjyxwehFMCXcxxhgCp7mpoJEKHecEHhu49/eqgDZx3xyKkLHy9pUbugxSsBakw5b5gxPPpUBLliz7uOAe9NC7WG0AkD86GPCnI3dCetAEyyqBhyGI7miqpypI2k0UwOiaCOORgpcooJCr3xzXOz3MxBiUbR3xXYSWxlLEFOTkYOAPcd/wrEuNPMNw8j4dv4sNjHviop1IyEipaTxuNk0JYBdpKrxn/Pet20EFrDtY/vQcqcYIH93/wCv3qhJd2tpGWjSPzJBtVzyyMO5GSMdBUYu9zeW+5W2mQyZ4wBz/gPrWjdwN5JPMmkVphGRjcegx3xTkkfgBDiRfkVG52g9z0rJW4t/KYklpZAZBt7Y45Hccng9etNguWef7LESUK8gnO/uf6VKQG4J47VlYhXfqVVuMHn8fSo5rq1WHzPIy3QgZ4BNUFAlnWU7o2xj8xzx2p75cbcAgLtK9P5UhkMl26oEjjVBuyFQ8enUVLIRJbMGVslsHDZ3ADvVRo3WM5iIBPGev4GhwwVQw4GT7DJoESOyfNlmJbGUQnFOQ3UoCKjIpbPJ/maiKgKG6DsuO9PHns4aAEtjJ5PHtRcC7b2Lu5XZ5xwQVU8Z64J7fzqa103yp3M6rGwx2zgDr9fQUyGO+jLxn0BbZ2Hv+VGHdGUsw2fKGbr7D370gLUiRxqDnbywJwOM8c/41VuoZvmZp1JO1j6hgMYx3pL3zJNxiwvC4jXjP+NUpGRrh9xZ2+6VI6e9C3GLBGs0zt5irjnpkBuwxVq3jlG5mVdwUnBI3Ng84FUoJ2gYtkcEAEjGeasxhskowMm3OdwJ7g/pVAGxpJiQh4BDHPBY+menFOZZUb5QAq56dfQVKk7Qqq7GKY5YDnrkE1C92zI6bcKenOPTFFxCK7Q5zKc42ttHXjmke6QyEM4CjLE+gHb86icqkZJJIJ5zzxnFVCyI0khHmRhcAjpkHqaYzUS4Ty2d0O8gkRg4AX0+vP4U1kmks4ZH3vCAcuD1x1+n1xVJW2Kk4DiEnYD2Jxz9aHu5ZnCCUDH32c4BPtQgN6xuIGlt13FIbdfOMStmSWToFx65GfYc1LqrQTRWKQJP9qu5G81V3Hdk56Ht2x6DPesPSrqG1ma4uXbOxtnbd2/+sKdNdSSXMUjMuUbCKMhYwT06+p5/Kr5ugG/qNn9lFta3xW1spnkKwiXMtv0Kpnkc5GM9CeelUbYRRF1inhdGZCxllAOV5AK9wM5PvjrirN3aq+nQv5UcOouhPlyKI1EJAG75h8xPX2z7V0GkTTaNbQs6qNJ24aSOHc3fCHdyA2eGx7e9aruA/RoNQvpz9kknVYyzS3EsrAcn+GPq3bggA55rPvtFuNNjge4vppn3MyRPmQFe4AHQ9T16HFd9odsLSytoZ8zicf8AH0ONynkBu69hWnqtpCdPcJNFbsPmjeQqFDDp14z2PsTUuWtgPJfEcLTWlvI1mol3bBKqqpkAA6qP5n14rHjszbpJJE008UBxPtXaeTgYDdR3yB+VerxyafqVj5lvCBG6ZlhS2DK0n+0T6Y4ANc7dQxCLzoJ5LdmgMeAMElnJGAcgYAGQPQelLlTA5RY9PWXy5UfaAQJhKN/PH3eOP161Dbj7OzwrIGWRPMcY37cDGHGODxng55rYnW0uPMlGoiFGOJLdUJJPAOSATuPznPtTozDFBAhRrZMhJbqQf8tB0IYcdO+D1x1oSuI5yO3+2RAKwhO9nKMxDtgE7iOfXAPT1qlHZSzNcTFXSOJgGEgO4Fun07V0WqpNaTyQW9wu5uSYwPTjezdM9uece1RXVm09tbSLPLdSXSlWi5HmOCQpDY+bggZ6HaelNwAx5J2wpjlQGLCrGyYOeufQfUHJNSeVdX8yXMVy32yGAbS7gecAex6evXnoK028IX8+mxah0Ta5dXG0qq8D8SMn3wao2+mGO9jAYzncCzIcIABnOT7D9DgGpsxlS4nmnvG1O1ZFhnmZYnzjDgAsCO+Qc/g1aNveLdPLLAoWIhRIm1d7Nk52r6ZOfpnnms/XdPTS2urSQ52OGt3DHCscN+RByO/X1rESeVoWWN2Unqof0/wpSdmB0t+rR3c7Tx+UY7jEcEMmdpPXP0BA+tUNUT7PLEDLloGRiCp+TPJ6+nT61XtYzL5gYg7uSWY5/wDrk10k4TUfD88jXUCSBV2xNGBI+3C4BHQDjtzz71G7AiW2neURQsW3ksgOCNvPTHXt/wDqrAjM1jqIRkIcMMrJx8wrrbDSb2XRRd2ijaUDxoVDB+gO0+vr6Y+lcxrUMq6lKsz/AL1GzxkkH6n60NWQFzzZGldWhxO+AH4chs/nUWsTz23kRuMll3Bicnr0H61NBc7prN4SIP3WxQOcED5mJ9z09zWbcTvI+G2vxt3Doq+g9aySsMCzFhJgtkhgAcY56UssUPLqF8wudyZzgn/P4YpRCJYVcSeXLEo3LwAVYnHPr/iKikmRo1REUyj5OR1weCaGCH21xHCZYzGW3bcAjgYJ3cf5zxUn9oYRpmTcqMV46soB/wAT1qF0byCTs3Kp9SSOwzST7Vt8LnzDgEKeCOOfrQgY4vBczl02ggKXGRkgng56dMZFQzgSI8nzbkIQA9//AK/HSqXyrqUxXJMgAwwzyR0/SptxEJeRyWViAA2cEdM/0P1o6gRiSQlmBzv5JxyahD4nkXd8oOQajiZnwqnc2cjn15qK3zMXkPCluW9varuBckuSsQTnvhh71Bh+QQD3Bx+tRswjIKnJAJ69qSN2YAhuW5weKYiVYySoLAexpznoMD3HtS8bwScE80h3A87dp649aLgKXfZnZwOPpSBipPzhgOuKYg3R5OeDheaUIwVvLHBOCP6U7gStIFUk8nOeKeCsa73xuIycnt/SqxZkYZIzj06UpUsXL5ZjwATkCkBMs0eMllXPOGyT+lFQb2TKsFB9gKKAO0WcHdiIgDpkYNVmt4ZpTNJllXkBcY+lUrMzTPJLImMOWVQcDH1Hpin3CyyKPsrNGS3TcMH8+vas1HsA2c2Qh8xoBEHA3f3j755/zisy4aJXV4ZTlQN245LA8gY/DpWl9nhaObO0zIvykghA30Prn3FY8rCW4YrsEe7qW2knufetIgW7eIzTJJNiXBwozgjA4GfT/CtW2KtJHGxG4fdbAXOP1rMXzZZGniVEXnDAj5eMAA1Pp5eN2Ew3OuMOO3tTeoGi6sqM42oOhIPr65oMiuN6Njdz8o7euP6UwuEVzIysoztwf4uo9s1XhcvDvDDJ4Oai4D5rrbHliSgwCpPfPJ/Wqk1w5iG2QB85GRipgVYEYznjHWqUkbMrKGDbGA6c84xTAvefJKVyMYOASOlXorqKKGOKMMZHJ3nGNo6ce5xWWqPvI3sW5LDOBxWnYoqTNJOufl4YHqPb3pNIC0l4i+ZLPJsyS/B5x2HqT+lIk6eUsseTGwJG489eP5VmOCoVi6szHO2NeW9Mn09unFWYbwhBBGn7sYZjnOMe9OwDJ7l55w5ym1y4xwGHb3FQSQ3UuJWjY7m27gep/HmrSyqXYhArRqqjcenGf8/SoGvZGZQj+3J6H2oAgddo3nHHGM4yfYVLHeGKNCke0L8pbG4kn19vSpktxeq5Ub9gPBIHTGcVWuLRo5U+YASY2lOenGDjvRcRdS7LxmQbUXpjPOPb8qrSzRnaCy5/vgcg0kMe5diOeTzkfqew9MVFcy7ZSsrQog4Py85GKBkc0mCG8wHLce/+etOkZFtlg+Vs/eAySR9f0qnNLsG8ldu77wHGPapB8oE/QkevT2pgWpjEUJztIOPLHRRjtUDy4h8oEqWOWqJnBxwORknNPj8yb5UwS3LE/wAIH+NMC1EPMlGMeWv3ecFv8+taDamkFv8AZQixRthZdvJIGcn684/GskS4AIl3n+IMMYx0qCOUyy5LjaCCdxySPQUkB0EeoXc8Cho1Jjc/vZMMSvYZPoAeneuz0rWYJLkyzzW5s4ISircsI1nPH3hgnAycDB9hXNaVpkdyse6a3ihmQrvbDNHn/ZHI+v1ps1k1pdRImpuVRtxYLywH8SEcD+hPNaKTQGvceM9UDC1t5ZYNLfEUbNGRs6HAcj8BnnpnFdpp+qaVNaxzzX1ot8wO4yv5jgduoAB9QAPavKtTv5rq3C3F206xnCjpx16dM+/+NZCGaMqsiN5ci/KSCMDr+Jxk4qecD3mS/tjcSu91E1tOg3eYoCqRwHAzyBkA/wD1qzNWlghtrGQIkplkMUpVMBF7kj1xj8sV5vJqEv2GG0F0FTlCgTcQh5zjH6Z7mtCz1mSOFraTUXk8vaGkIBBUdGHGcD+YNS6zQFzU9JvLBnvVso5A6FY2icJtY8AMvUgg9euMU611e0u7x7aNZ3dlGy0jUFS3QgAjbtPXPBJxg9DWBq+q31+hAnd22bXJlP7wAYBA7f1zVbTNSfTlihZFG9t0khOWA9CQc/n061aqrcRpXCXmj6nc27tEfM+XyJ4t2B6DsTz168Uq63dtpyGO9MUVrLthwB8qtk547c4I9Dx6Vm3EiX+ovKbWVpApMIkcj5vUt7dfeoJJF86Ui0FvOSNyB8ruHLcdNpHOM9QfpVKqgO803UrzVrC6L7Y9PkYgkSAMn8QG4fwkkgcdabNo0TsbKIS2xVTPGG2xrKGHXJ/un25GO2ad4O1Gxv7a6iaRPN8stJmLYoz8zEkdlPT/AANSXcWqSHfHdxRtZJvi3KCXbacNzkEMmSB0/GtU+wGHNoaS3DR624t4LtfLt5oW37ZU/vk+gOM9OBntXIqscV5dg2If5TC0j52CcAklT3GMNj612+t2cK6DBPBKbl45y02YwobcoBIU8YKkdO49q5TUbO9iSKWMqTNLtlRVIEcob92WGMD+IZ98dBSkrjH+GUt7K/NtfWbTeftUyYyI0B+Ygdyc49q0ZbhbK8urKzij2O7oEkB3EdVPIBGAcZ69aradLM2t2d5MZByZCVXOAD8wVBwOAfoVPYV0dzGj6+088s8k7wJJG1ugCv8AMUOSOw+Xnr2qLaWQFHwzJe3vgwQ2pb/RbiQSjftG0IT19s9PQVy9+yvPbrbktIFIYKMgnORz3rQhkk0fUNa0sorRyszSIVJKAZzgduo59ves7UFFqYJEiYuGIJfkHgFeOwwc/jUTegFO4m2ykxbYlf5go7EjBx+p/GoGYhhhvnfGSDwKfMwe2UhDmPhmJ4PNMXcwyQcAccCsxkkU0xzDE+E+Zc4+9nqMelJFiRDFjJC7lBPQf5/lTY5FS4YW8Kl2yCWJ446+1R+bIpWVnVMsUOOSalgPnDx2/l+YPmO1eeeT2P0/nVx44LSzWSG4eWXzQB8p2Y75bvWVN521CVDhD8pA7U4Sltq/Mi5GQSTgmi2gMfdXcVzfBxDsyoJ2k5HJzUbSqssm0lYsHA6E9cVWuI/JuvnLA4+fB7g8fpUUsh54+U4GD2oSQCvM0NuhAA2j5j7+1SWhURoGbaAoYt3qCQqYguQD0zigOgwg4HfmqsBJJtaQDLbScdMcUMAGG0YAzyRg0xXIkypzg/pUrxl03qd3HIoAEbGBtHPr6U4/M2B0HTNR5JIJbgDoOopFJwSp+6f88UwHkYyOjZ4ApZLnyAI+TJ0Vexqq07rOBtyT0PYGnR8NjhmJyzY60CLUbOSSSM4zz3pSVVQwwxJz9KQSFuCeB02jio/mLHafagCYPjiMZX3xRUa7dvLFc9gKKANdLsLC3zAA8Hn9aR71t3KnyiQSxGRn1p1n4fuiWMyxrEzKSc5BUnnH+e1bK6ZZ2Nu3mMkiBiu3eVPB9e/0rNzjERlKzSoQiliSTuzlj6n2qjNGyxyNOHBYA4BBI966OO+SKUSmLyY9piIiAxnPT6kE8ehNUHvEbzDHGHjKkBtoJUemScH6U4ybewzNhm82JIbc/OwOOMBf/r4q6kslup/i+UggKQCfr+tQIkskokEaIRwCo2j8h/Srn2Rp2SVnUHoSw+9nqcVbAbNO7wrGEZDsBxj15P8ASqYmMTADIzz096tzKuRLvxjIC54HpVUkySFgAADye2PSoQEpPmsERvz6Z/wpXaLjnJDAAjqcGoV/eDdvUKQQPWoZ90SpuB+ZuuKpAWXzyytnHy06JpTHw7BD69OOnSoYhuGTwRwR05qVGwcKRnOcD9aALTwncsjK5y+2Rsj5h/QCpnijghmMcjIWbajHnI7/AKD9az7md2uQCSMJwAOx9qkeSSVQ2N4BGFznpjApAV43bdtZsMDuyOcf403YVm+dVwcf5zT44irySgncSTgjp7fSmSbEfa5YZzlh6UwLDgBUjDqCASCGwBk9P0q2twkkSxrOVkTJJAxu9M+v86zMIYdwBAHUjsKfbRuJnfzUCYCh2/SkwLbQgySfvVUHkOBt3D1+tZkzk2+x+A/Jz2xV24lyxQrnzV79Djrz+tRT3UptyVCsm7K4UEYA5BHftQmBT85SUiIJ4wQBnI6/zqxLuDhWjBJ59KRYy0YYIEZsE7ePwApJHXlyBgD5STyaq4EYbI2YyTwM8YPv+tX7ZXSJ18xFRjz6sP8APeqltAJZN27I6AN645P8q0ftMdvG8EoVvlAjIGC467uenHBHvSkwKF5PH5CxptYkZ3EfMAMip4LOJbSR5Gk85QSoVPlwOuSfSotJj8y8e4aNSkZ+8egJ4z74rZecuEDymQrx8y4x/wDWqXLoBBaR24VftKllXgJH1Axknnp1rShls1Jla4dI4yVWNnDMF+v+e3pVJbcyDzRhWPDnkkgdgKgiWCGR9hEpZsIGQ5UeuPwpXuAty8dxeuyyTBQwLMMbm98Hip7u5e5tFtzLJLbkZVQQSrdm/nx2qs0sFpcgrBKruSAxPH1/XNbdv9jC/NbiW5OGU4yQQcbj6fh1FNytqBhWdrcNcNbiVg4zIGCj51HUj1PqKvpraQsrKNjJlJQesie2enOCPxqfVwhuzDcFhIfmR4m4R8dRjj0JH4Vkwyi6in+0QKZIsFgZNi4PQ4xnnmlfm3ES3V1DdO6W8fyKuSSO/eobW2kLJPMW8lOC0Z3Mq88j157f/qqrZ3SWu6OZVIAJwVBJBGCB6Ec4q7/aVotusMcQkR0AZXOGDex6Y/wqttEM0rXVZLWCWGEvMXYGOdVBPHOCO46HNUNUvLi6dJJWiSRSWQR5BU5zhvapba4S2XYpZlK8qQCyHHIJHBXJ/CkgdZEjCwQ5RQGIfk85yD2OOPTp0qbWYEWm6pPbR24XCBA0Urx8PIuc4z+QP5dK9NSPSdXuNM1KyeWOytBHDMCCAoycZPbDEHB7flXk9xMn2id7ZQIpY28zpyR1OPXpVjTbyaK3ETxzyxTxjIjcoCueScdTWqm0B6w8ttAuo6JHdxXMMSSFpJAHdYmBygAOchs/gRVPTdLvNT0/Trl71JEa2aC5tZQoYMDsce/IH44ri4vEC6XbKWtEn1Bdo23RGxYgONw7sRg5B7V2vhMy6rf3bahJBamQrdwRRt98lShZSegDDPfrW0ZpoDhrIQ2viUafdeYiwSuhOcDYfvEDqCwwfzrQvJUs4FKXMrwQySxRLvCkKuHU7f8Avrr1IqTx/p13o96uowPhwDHKEAVwCcElv4s5wMe/TFcZcN8kTtmSXzBkk5VlIz19QTUzdgND+3ZrjWlu523M0YjbCrhgBxwe/FVtVu0ukjmaSUT7nD5GF6DB9cn61Uut8M0coGMjIAOcL/nNWboYNsGGW5LAr3xgAfhisud2ApJtKEc5OM4J/KmLk4TkYPHv6CpURI1i2dWGD35qJsJciOQYVj1PbNSMmUlSF+UYwCM5JH4UtxayTI0kSbY1xsOeOuPx61HDaSNM7xOHEcgTJPr0/OtOSB40Pny4i24KEY+UHIPHHak3YDDkZvOWIqwKqSTjr0p7LL+5ypBYnafXH9KhfH2sqm8pGmFY8YyT2qWKVo/LZtwCkgL1xnqKTuwKt1mWaHB5UMME9+uDTJ5HPGNwB5btntRdjLxyxkhs4x7VEzlo0MilA5DD1P1p2ASdfniBwSzYI+gp2Y0GQvAGc+tROg+3QgPnIJIA6VYlbaAG/i6AmrENjPmA4wOetSqVRBuckAfMR3qFHAb8OM1I/wAyjJ644pDHfJtbAO4gbSTwPrUPmiIAD5myQB3PFOZfLXLMAFHK47+lKm3Yp/ixzz0pgRxKWG5sBm/u04fKdxGEA696XChT83PtTWOSA2Bg9qBC+YWDZzsxnPFDXEcZOxQMLzShR6Ar6jmq8oBbCAkDliO1AFtblHUMrAKegI5oqsofHyZK9qKNAOuebbG6wTOgIAcEZ49vT8apXV0B5iFccfKM53e9OnlAXy9zNH1ZwMF88cn0qm0yykxhTlcgAHt7VKigHiWR0ZyS8jZZx3yeh680kEE9q3lhHZiOOc8dOKgb/R4WKBQSeRk5x15/wrRkudy5MiYfGQeCeOv0HpV3sIbcNMVZpHhV3wEQPwAOuOwzThNIqjMmwcn5/wCHj/Ad6lhEBaFpTHkgblc4+XOOPxFZdyqZePzc5IYMOhZc5/TFTcZeV1mi3qwaMAcE8jr1qOSF8jGCCOTn9aiidVbbvySpGAPpVy6UPGgWRsbhuLLgH6Yqb2YEEY8vBJByOp70zeXlh5AGRj2NSTpKFUbSUGCfT6fpUBgfdF/dDb8njbmqQE8BDXM284AQyqW4zg4qwCVYbgeRjIP86z5pFTa5IIGFbHXk1dCbo5F3BV2557f/AF6AKTz77snhj0DZ68VpxzhEJ3b2IySTjj0FZ0Nu2yN3ADEkqG4J5pMfvyWbkgnGelA9y1FKChZzhT1wOaWVkMTYXhVAIznrzn9Koliyx8dOAcdqc0vBQk7jzuoESDc8YIi4Xrg4NSCMhQUwyhiA3SqTzMirh8EPkAHrVyNZBIeP3ajaFzjgdzSYEhuE3GJXI+cZfOeO/H51Xu9Rnll2qzIoGCq9MZ44/SpYLfhZiAuBndu9fUe2OtQG1kilkMgJySFYdDihWAkS4bY+SC7fIpzyPpVa6kMsm5h0+UY6ccUjTFfLTow53e/qKjgHnzKpHyKOnt2/nT21A17BIng2SBV2fxD1x1NZ11MZN+G3nduJzz7fnjNWpHNgJYTny3G5MjkexqjYMZLjLDG3liy9B/nApLuBsWKywMts0RLBctEw6jrnj3roYUmhmjCxb5GG4kEEAY6eoH68Vhrbt9lM6O5mXJG08AHscc81ZGpGGAy2khjkbhk2/Mp7j25rKV29ANqKz8uWSRXCsVDEM+7BOefbjtVG6tfKtkkVUMm0MpIJIGMnAB/Wi2lklRWUEjBJSQ7dvBJOetS2d4Y7XY8ICAkLnknPWl7y1AzhbPMFd5ornzSVxj7uBxj8sU62vru1tWt3iWQRyjh1+ZfXn9PyrUWU5NnBFtz3bAH1z2zWXfqbIv5gXy2O1yrHdnHHH4H9KFJy0YFFdREt4w8kkDJCyjPzcfjzRfGc3DSeULe4jBEYCEhhnoc/1qWOCC8kSSOXDrhgJHx068jpzVqDU0ggMM8MkkcZ/wBYhDZ/2RjsT/Wr5rAY8VtHPafalPmOPvoTjPPI4ORxUAiMg3xsFVMAKDz7E1cvktCHuLWF448nfFyTtJ4OfUcVHF5qSq0SCRWXKBsc9yR/OrT0AnhXyDuZ1EyD5crknPt6YqC32TNJH5rxuu4hVHzEdx/ntVnzP3Su8ABxy4GTn1x6VSmfekbMyrt4PHQHvQBNdR7lEsVuFMZCsYwQBxwSff8Az0p1ncy2s6RN+9tyNwA6R7uvB/l61AJy6shnIBXlM8ZHTjvio7TyjOfNkfayn7o9sj8M0MDRmZWu3ijuEI8vyt038QGTjJz6n8eK09H1a+XVLXYu+Z5BaHfjDBuFHzcDGBg9smufjmYedHKwMzOWDbc+mP8A69OWZ3dZFY5wpIboSvI7/lRHQD0TxR4bv59Fkvby8hufsTq62rOTtXIEihvUevfmvNZF2rNbJJvkgPUE4wD1rqbrxRcanol3Z3BjgilJeMIxC7iDuB9c9MVyV9J52ovdxpsjkQYwNvy4x0rWckxInugHsombIBXpuHf+tNikZooPNAx03Z6/5/pTXObSbzGxgBgF6Z7/ANarwSfaEWLgMXK+3+eay6FEg3hN4ONrEHNOvFkV13nDOuVbIOAPaicMslwhZQobhV5/L1pj7fKjc4LA9/SpGXIrt7uIqXIOeAqDjjJPHvTZtReRZS4J83gAcYIqlHIse8L8uTxjhunP4VAJRjAzlGwD3OeKEhC4dLiaNsZPy5DZ6UsoaRg4J284HtUY4jYhgGZueamiY7ykke8sMAbv1psCvdJ+4R9x+Z+meQPf86bIAzQgAADP/wBaku4ZQsjFvki2nJI5z2/CoWbdIu0kbQaYIVc/bZDjcUXAb0NK77plBG4gZPHc02GQHzCe7YwKSNnKs2Rkkc564p2AklBjiy20E9TnimksuwyDPAI54ANMcySKoHC9v8aQqu/y9xbaPm9z7UwH5aVg5+VP4Qev1qQqFhGTzuOMVGkbo2/nYPmJY9PanO++McfKOmRjj2oEBZWXI7dKUuCp55qPzV3ZJIHOSaRJVDAYX25p2Al3DkA/lUkUi5K7TnHXpUIZWbkAfrmnJsVtqnjPAoAmPB65+poqv9rOTww56bc0UrAaJVZIEleY5HPlDv8AjTZ4pFxcwRy+ahyVwf8AJrfXZo4ZzZp5k5zEDyEBzkgnOBnp9KrteStETsjZiMHK/Nn6/wCelRzPoDMr9zD5SysEd+TgZXnr+Hb6iromtI1jJTzJF4QhcEgnGetMaLzYzHO5k2fMFbjb+PXH+FUJwkKgF12EfMozzVgWLMItwZJ53ZOSp6Z4xn9aU2+6Zx5bMyg89seuPcVXmMawKTgggPtfgD6etXVmkbyym7CAKWH8WOaTEJEEdiZCRIxwpJwyjHXHcZFW5Jpbe33rnb2O3PbsfpVF0WKNHwCpIYHdk8k5/DtVgSuIxAWbZG7bQD2NZyKJUumcsqnCgngjiq9w0iXUUUrMxIJHfr7VGjt+62uSHUA5HXHX9ar3UzLqFswYgKhBw1WgLRkLIytgkdmGc/hUz3BNnk4TjcxH0qBnZTu/i4OR/KopXYQPA2V2SZz3yecfSgRbkIeWBf4mTOc8D1H8qosWeRmJI4wccVLMAJIyu35h2HFNiAZmdgcbsGhjRKWMcYK9OOlMlY4I2bt3GR2olD7+B8jd+nFOiTYcsSMggDHan0EVUZ0YEAnJ5zVyGZgf3jHY+fmHfA71WAaUjbgYOAvqfrSSny4tmcMcqfUUbgSfbiqOzDLznaFxwq/4Vdivipf7QAXY8hRkZ71k25VrqP5W2KRlcY6datO6JCI1bl1JkbHAGc/hxxSaGQNIs0kh/hJ4yckCrGnzvbAyqvLHAZugJ6VTOHh+UfNKQFFaCI8Lxg7dq4OOopu1hEWpTTYZZowm5snI59etT6Su8lCP3mNykHGQD/j/AEqlNM0lwCWLIg+VT0HtWvbQ2jwLHJMRIBuV0GMH2z+vqKUtEBqA77y3tys0RkkLSIpwpAUnv6nHtUV7ozx3ZuIQWZRlgTgScdB+HTPWoIrz7XqsC3DlTDC3mYJKFiQAwPoRirboCMRThFLkoMjk+g/GsW3ELEyQ2LwLI8rSJtDBWJO1++MfjU8hEQj2RI6jIhkbIyOCVJPb/GsNbh7MM6qwjZyznGQG7N9OO1Tm5Q3Yl+eYy4LFnwrZAAHH3fr2pcrbuwLkW5pHjjhD7M5MZBCscdAe31qnfRXboDLsZIySdjE4z1zjvxVuKxtEjWSbeh3EMI2zj169uM/jSPKJ5ZXViEZixQnCPx6dv601owMcxM27b5q+byMj5Wx/MVNiONCgkLb05ULgZ7DAqSRFllWZ2lXIOSRnbx0Gfakypjy4BcOowP4h9fXrVp3GV1mZI1DJluOd2dvY5GKriXYrKGJUMGjH9055H0NTOjLkiMqXxzk8D1/GoHjCMDIQwzyM+vuKtNATm4XZuUkMBjAHI5/WopnEozlfrVRnZHMSur88EdD70o+Y4HQ9vWnYRZldGXzAAMH5sDp/n+tQ5YrtUjcrEj29P8+9MDrGGGQ3tmmeeEyEGB3Ip2AsO7yKJFk+YE8Feo+tRxuEUHqVO7jjNJExk/vY74GcVGYfLkxnOfQj+dICeOZzEY84XJBxzxnNJKEMKksPmU/d557A00Rq33WCjaTycHjqKdalJQPnVgG2gdByOtJ2QD4maeFcKC5Bj2kc+oqK13JcImCpJGMdjzmm72iuXjLAnOBjPJFNZmE44YfvNikD16UhljzZI55SSGLccc9+ahkKeWcFvMDY/CposmZMPw5ZOPvcDNODM7XCLkblyccfh+lTcCg0nzcnoc4pJAIzk5G7oT/ShW851ThXZsKW6Zpk3mG1LMSRG2Dnsau4D4BF9lIAO5yQAP8AGnWk4aVQ+7CjHHUdahtJVFsE4AB3Gk81QJDHu3kgjnoP84pPcE9SzcXE76ZeLHgQPIXL8Et0H1xxWeit5hJJIC8kVfvGZNK8pG9AwA54HQ+v1rPRspJwBkAAjtRBWAbCCInYjJJJFO2soAPHt6UmAsSqWI6Zp5kXJYsMAd/StBEbyFmBRjycLj9TT4ikJGWLDk8d6iiIaV2AAyOBUr7Sm44AxjPv6YpDJorsM+ZFOxhjHoKYxZVLZz82COxqCTYXXP3uBkVOrFFCBVYdOe9MRERG/AI6cGo1Uxb2Y5I4FTtGd33wQeVyMEe1M2bgVOPmzQBGjhCdhwTSy3KoeApOMH2qAoFfO84FRyopOcjB9KYGglxG6glgD6Gis0fKMHH5UUAdjc3cl7MfOCl1QDeTxUH2lncr5ikgjHbPvSTPCSgQSDP3lP6c9CKqPGWWOQDYcnB68jtWUUNlmW7jMcU7x7DICjAHnHsaqXiNOqSpuDHhkHTNW5R5rlYgCCpJQccgc1WS9KqcRsc4x3OfQf41aEN8pJFRpJmZBgFR0UDqPpmmvMz+XtBjAzkc56ZyapNcOrYZWBLAlSccjvU1oPPuS+CBktgnimBPBIsTqDynzA5GcZHStKJlSVMkHjJ9Dx/jWOxSdQcIj552jg+9aKlVtoSwwwYqzDPIqZIaHBn2gAfNGzLgcZOTVeQl7qNiv4HtzVmMlEnQgt8yuN3XB/8A1VDcpiVSCMH0+tJbj6F5Yx5wJPRiCKgkVFv1bC5ZfmA74z+tPzt2M7ctyc9qieXEqvk7sj6/SjqSSXLx+fEjMSqg4A7etSGdRCVGFyRz6jPeqTMGmUtkBhhT9BTWytrF6hj396GOxoM2yLYzIXGMYHA7/wCFOVMJ5vzHnGRkYx7elVy+9C8hwoz8w6n2FTR3LfLFGNwJUkHoP8560hFUq00coRQEDDdt4x9TUNyrKzvuVlXrg5x9a0prSR4Q7yosR+ZiOjA8f0rPuI/LyEZSwOMowIIzTWoIjiDlZHTOApJYj1qRHLB41GBKRnA/gHb+dMjWSSJkXC+YdvJ/z9akZWjRpOgI2IR/EBxRfoMS3bN7Eu07V5GKu3B8sSyNuBDKQDzzgk/rVC0yJi2CC3QD+GlvZXljkwc7DngYyelJrUBsbu0bTDHUv+v+J/StXy5UVWADMjfMM5BNZqxgWlsQhw8oXB6lVGT+ZrZXdcTZaVSoxtXoOO1DAgjeW6vneAqGhjClPbklTnt71eijl1GGK3igZw+SXZOUOcY/SrNnZWlu9xqFzmIBwI8dWwoGMdTn0qlqGr6lduYrWIwQYwEQ8t7k0rX3Go3LU1rZW5Iu7rLDpGjFsZ9cVXS70yBmSJX8k87WT7v455rNTRL2f5nnRB6DnFTjwu8smUvk5GW3cYoaZqo0+ppwRWN1I7w6h3LGOUbBn2PPtUUmn6oRhoWjR1BQA9c45z+P86kj8E3Cr5lvfqHx0PHP1rc8K6oulX72Wt7HtgoUkZwjZJ3AduvOKEr6EyjG14sjSxLWyiSRSsaqVwAM9ucde9QtpgEbGSKMKTx8vc+345rq9a0W3idNV0yZLi2fujbgv0x2rAub6VtnlqJZAjBUbJ5Axu+vGa5Jc8Z8rI6GLq1o9qEd8lXwBkYwPSsy2ihaaMzOsYIAP0B/nita+W61JHmfyo12gP8AMMsfXJ6ZHNYUcyPE0cqlGjGVDDOD6/jXRDYRNqFrHIS1jlvbHT/9dUY2JVmR445Q2CG4Jz/Kr32kC3eJWbzGX+MdPYf41mX8TQzmTAG8ZYLz/wDq7GqhJ7MQyWXLfOp3D71RRtgtntyAe9SMok043TNl8qN2eeuMVWmdTsaPJBGORg1qncC/BL5cjKjEtwRjkUOHnAYyBuS3X7oHWq0Tsm2T5TL0Oe9XbNmkvAka5Lcjvk98/rxUS01AZuBusOVU7skc46Y/wpZMQyGNAMfeG0dT6VHLb/ZYWnHJLNEV7hhzn3FOvbfa7SREYCK6YPGO/wDOjmTBEd2JViuGT78ThsfzqDcWti/O8bGXcTnIJq4ZFaSRVHJAJbuev86ox5RniY8rxnOc+1CvYo0ZZljW1uerBwxQDA56fiabJKy3kkhYjzVJ24xj2o81X8PLGIEV4jgyD7zkHv8AgRUT3TF7a5RSM5HK5BHT8e9QtREEBVJImZAQJQCCeMUrnzBKjZ+cbl96juypvZNo+QS8EdD/APWqVkynmZUtuwqg5wMH8qsNiGCMeRyPm7Y7UsuN+eOwI5Iqa0iJQB8F8Fm9hVV1+fPbBI7CmJDnB8uRhjO0jOe5qqW/dbSw4AzinyhwzgMSG6LUahfJ2nGSQT+dUhgRmUNjcBwO1G0SRthRtQDgjqewpzBcbgvT+6aUq0UQUAkOc5JxTERxgbWHRl7inzDLIduMDgH0pylSCWQfUUskq7lyG5WgBkYJ4wcdjSszpkZAz0p0R3Hp8uKlJjAyemOuKAIdxZcuOPekJI5wfqKdtQnAb3GTSfxbtoHuDQAx484CjqO/eo5IQVCnseg61YeMMAQxx/KhI23BWwCQDknI+tAFTyVHGG/ImirLoEbEi/NRRcDqF0aSeJVI2Pk4XODjPTpirjaKuR9mQpuPEp+YjAOT+Ptzn0pi3cQiEwkIAwckZbJxx+VSfbTKxi27mU7jIDxIMZP6Gud8wGdcadPa3O9SxKYB3jGSeM9fz+mayWJ+0AGVTswThep9vauhvXzAVRj5b4J3noMfXiubUq8jgINqA8jgg/WtYO4EclqHPMu7jKL70WtxHZ30fmeY0cbbmA43e30xTo1wWO4LnuDzTZdhj3LLvPQbh2qwK0YV5i4+VBzjPJGa1ijrE0JKsyPyfX5eKyokLEBAGJONmf61pxzeZIDL3AyB6getTIaJY5WLFjtAMORjk5BxVWaRXuVjbqpBH4mnMhDxgAn5yCc9QRkD9Krgub3PUDGcjGKEgZfLcBTk7T6cflUbsrpOynkNnaTycVIzCOUkH5chhjvVKI4gYj7zEk5Hqe1JAWt6s8RIIXHOfcVG7FrVQGPHQ96X7MXVCW+ZQMD+lPaLYioTnjqKGtguPhi86RI2kADcbj2Hem+YyArETtBOB3PPU+9IG8rDcnA5xVeZiFyvXpzzxTsIvLM8lmY8tw24e4P/ANfP501YguW28gj602GQJNIHO8CMhQBjHSmSSSICxf73zBh398VI7CTR5U+WSDxht3r1p874t44w7NJu2qp7D/OKglmCPGY12sTyAeMkelRySP8AakVgSwBY/XGcVVgLUId4WEZyOT0z8o/pUbqQiqWALfMefyqaRkggjt0JUlAJmPXpk/hmq8Sy3uppFGp24G4HnHb/ABpK7Y2rFu3SaW6ihTgIMhmPCmuoFuunKslwA8jkMAQMsff2qta/ZtJupDIRLMECpGh6Z6lj2qC4unupN8jZYjgZ6ClJJsaT3I5ZXluZZ7iQbmYsozgKD6elVbjWIIBshBlb0U/1qC60+W4vEYHch4JJ6VMuii0k805YdqL2L5YvchXVb91Pl28YH90jmo7x9YuSklu6PHtwVjwuw+4rTiijPzYIP97vVuPSjNIQkas5PAIx+ZpPe4bqxSsr++EJ82Q4jPVW4P8AjWrDp8moMqpdygk52qByx+tWrTTvskwmvgigECOJR6d62yr2ym4tkXzEUkELnPtgUnFu1nYOZR3Vxmm6HNo1xuN/IN3DRRkHf7Hsf1rO1VVtppPLihkUsN7F9zoSf5VXsddn1GKErJ58jrjbIACCCAQfrT2uJI5A7DOxhgRjPOcHPpx/Os5yu/eMr3GebdMI7uIR7wBjKlmJx0wR09frVtNH07Uwsrl45ZDiSPodx6n2OT3rMl1GV4VWON/LZ8sMcg545/ChfO8py+9kyGbDcf8AAu/5daybl0Aj1zSNP0+VYrfcrKAQzyh85PQke3ODWLcS2s75lG0MMMuB8pPU4H8q6C4tDcQmWRvLDAsAy7QTjIGPXp+dZDW6F4l3xxxDq23PB7cdea1UrrURhM7WyzWBYSB3XaV/i5/z9KWSArE/mLtmhypH49ParWuReXc26xANIGK5CEK2OQQT17/TpUkV0rTPOR5S3cRyegLDgjnPUfyrZPS6AzEdsghjgc8npWiLk2FxBOEJjZ2I3jgZGMZ7jofWsvzGSTY2PmJGMcfl9MVp7pLrRHtMqyxsXVSRlSoyPwonqtdgZZuU+1fagyAN5YlQdhjAOc+uM1Ut2Nw0dqzqvlRuN23GQOeT+lPS6ie1guTITLKpWRm+YY9APYj9aoJcCJklA+ZXIbPcEen1qIrSwImtd04nh3BMR5B+hyKqTfu1Sc9WbawJ+6ferEMqW8qTbiRzkjqewp9wozMsiEGfbOrd8c5FXdjJVRY4p7YuskbxLMMcYbbyD9OKemGtrYb3KoF68hMk54/GsppXaKJjyQCnvjPH9atpP/ow3NwOAOw/+vUSiwRPcRRf2hOWUM/mM+MY79qJkJjaNBhRuyc5xx61Clw02VdAeu0rwasbmVY8Db8hBz3570xvcrh9kZVDmQjGSMcVC8qHeD8xA+90xViRlVRtKqxJAPUY+lU3gWEZRs5OWyefSqQhsjbSpL9ePrULntsxnPHp+NOI3o2DuweB6U1zudVxjPX2FWAgVmVtg3DHAU9KiYMxQHHHAx7VZh3RjDFkXs2ODV5bWKTLlV5IUlW/p60XsIz4CWOWJKnPA4q6fKkUAgDI4I6inmFURVLp059uaQ/I+AvG3PNFwGrAYoj+8L54+Yd6a8IAaNP41I57Uu6XggFh1HtU+DjPfr7ikBUktijbfl6dR6VUOWJJbpwCD2rVLfPnJO4ZyD+FCpCDlQuCc4PWncClbwOSdn3hzgd/bPQfjVtY0MmUAAUHaAcggg/lUscYAVwFXjlh3qfLPGoPz7Rk5HX61LYFVEZUA85R7FhRU94rrIiLHGwVANxTr+lFTcLk1xKEv4U2uiE8kLx07fnVtkSKL5Ed5ATh2qmzXM+JC4geP5ij+uBmrtvdRXtlJA5aOVF+YYHHp+HvVNAV5b5rmcxomQyYA9/x4/CorfTbhpXDwYjEgBUdQOOePrVq1S2lt1bdkqD5i5xxzgZHbNX45dtuZQzwrGDtf+EgnoP5YNRzW0QNWOYuLL7PJI00qxqCdsY+8eTjPf8Axqo1ncwW6yOAo4KBiPmGOo9q6FbO5vgTFf8AmgHDseSB1HUZz6fzqlrDRxQrC1ory5LM3zbQT6Djr6cCrU7uwrmLE+2YDccdfl7VdBEjhGXLMKq6bbNcX8MQkjiJPBlOB/8AXrah0mazvAl1LEFQ5yGySv0P9ac2kO6RUk+acENtCkHr6cf1prpEZGdSTMoXgngVJeIqB1CkHIZNx5x71SugyTyMsgwQpPrSiNmjK6Z+X7xXqf1qttbCDPTrTHQJCSGO4jHPai5Dx5CtnHr6UwLAHAVWOF5JHWmyjGcsTkA+5qgJ3WRv5jvVsynOWxkYK4/Wk1qBJC22MZz8xHUU1lYt8gDANmmxguw5wc5/GrO5TdIoBKsGxnpjNNsCosUkuXV+nUe1OlhfyVXPBAI3dT+Harv2qNRsiUYwenVR2qq128ylG5Dc49COv4VKEVJGKzQEqrLu3dMZ9qVsPK7PxvPK+oJ6flmi6QhrRYsuzbsKPStvTPDE8sYnvX+zW4YkkjLHHQfX25NWgM875pnkVRsxtGB0FXre6TTlcREb9uNzdef6mrmp/Z7eOK3/ANTAOVgiOZHPqxqvcmWC0XyrSONuq/xEZ7k+tZuaWiNY029y6Ikh0psu7yy/M4j/AIj+PYVm2103nMzkooGCWwKguWuvsxi893nlI8wrwqKOgzSW6W1uoWZsuBnB5P5VHmapdzRtNQhlcJHvY/St1BFPH5cmGx1Oelc9aPGlrLdNEI1H3C3U1RTUbiZ91szqe5J4qk2Q4p7HX/2fEgASQ47Doaso62rFwzOQOrc4+lcwZNWtYEuJSSjD+KtO1vJZrZJ5FVTIdqIKOZD9m7Fm4uJLu7VegzuIPPI6Ct6SXylii37C2GA9cDt/hWTaQZPm+VtCsN5PbNW9ZkSa2iibqiqVIGCG55B7VSd0ZzjY5KPOmQR6hCqvErNFcxgkFgGYBx7jArZecyRxyW+x0cZUrxu6frXK2+oyWm+KcGWESEGRxgFjyd3pnNHnfY5BGEZbJmyCx4Q/4VLhczN+Wa43LI5ZAzkBWbIq+bmK2sJEliVlA+ZVOC3POSO3vWU8f2iRZRO0iNtyzqQSMHPHtV6IRw23lkojsmNw6Nnp9KzcV1GRy30Mlm8O+RdwLATJuyeMkE/h2ziqKTW7tEpY24GcRxDI9Rz15q1mOGE+SzTY5AZeC3OR7jBNZ08kUMsYlt/L3fO+1efw9hT0exLYeItQ85bJ423NDLudAPlGB1/kDWXdxyRXDMqlo5T5kTYxn14/GtBoIdQ1O0tonZPO3ZLkfKOxz3PNTOv9o+HEsmdnuLZT5Y6GMoSD/n0NUvdsK5iXttLwArF5IxMrHoQODj8MUlhe+TcEyBWV02uG5HtVWS6kEQXJUoThc9QRgiq4zuVwMbueR+ta201KNSzY/Z5IQN8bkgZb7jLzn6lRirH7qO/dREQhkQomTwPT3z/Wq0MDXTrBBtDSBWTccAHp1+uPzpbiJoUtbglyXyG3n7rKcEZ7gVDsmASCOW9+yuBGEZwFIwQD2/OmyzFYEDZPk/Ido6596guJFGrTS+YHcndvByD9KhlfdLN824Mck/59qtIByHEZwP3aMB9M5I/kauwkNH5QD4MvCkcHpWdGFZgAcbjtJPQcVbsXMzCMnhnQfkaUgHreSDCBcBc5XGKeJJHESNkgRhetUg7u+NxAHcCrMcyxtzgfLsLfxAY7Z4pco7iGRGTytxV1GRjqPUe9QRq7ONrELjkk9e9QtL8v7sY3Dn60sUshdiAQo68daqwErqjk4YDj1qCKTZM4YKR6DmkkLMCDtU+54xUUSnc+QMAdqpIRO8yliGG1fX0q1BdptwqNu4AyapyskmO23qTUYcjBUALnPuaLAawvIjldo75FStLwPujjOc9j7Vjs4BBJGBnbirQR5nGOSFGFzUtAXQR1UqCfU1C0mECknnnPerb2saxxywglXXBVv4T3FRmykUqGRmVk3AhST/8AqpXQDI8SOf7oPGOOKtJGvkM+4FRjIIyDn6VZstIgnYxs0kZKn5mIUg/TH/6xVpLFI1+zneyKfmA6seg56CodRCuZ6hyNucoFOT3GPSkEjeW5TlSu1iTnjritKS3Zm3kdXL7um0dMH261SlsgpKR5O3ls8DgdvWndAMS7kwShcAnOBiihoyzHesa46ZTqKKLoNB05iNq02AYzyrZxiqitJHiVVVto5XHOPYjmoElJRrdunYf1rU0eFcG4fBEXC59f/rVTvcpbE1jPbvbKkA+ViwcM3zEgcc/XFUrnVJdhQRIuSCQwyFA74qjMy292wiP7qX5gO2D/AJNXLa2mZt8ana/KsTncfwosr3EaKTNbx27JHlznIViQzcYx3x6fSpXijmLfadjun3R91ix6DrREIiU8sMpC7VJznHU8/p+VZt3M8LhWkbyxny2Ay2Owx+ntUKOugjI1G3xcqhjMC45aQ9fwA6+1W4po4S0UUpkgmVVaSSLBBHpzxSi9kY5sXZ5ycSK0S7j759Knvrye5aEvbosSDBXbjk9egqpX2EyS9ih8trlLhLiMLjpjGB6Vmy+XcMWVAhESnPtTi8IjnK8rtOzcen+TUahVjzn5mt0yT2FEU0UhkxcskQbG7Bz25qSGP7TDNJLKN6sFUY64GT+lLvV5Id+OSCe9NmfzESBeMMTweCSev5VWrGNRoWk8nKkbcs49c1ZLQdRwR171n7P9Lix1yA359aeSHkb5sMGPHtTYrdS644Xy/wCA8jpTppI2jRV3fJ93H61VSRg7ZJG79K1NN0a/1QgQW0ixBjmVhhMex6cUWAzomxLu6fMpGe1aen6Rc3NyZGHkxYw8jnaoGev+f1rXtdLsrLJEiXM4IBbPyKccj3P0z1pZ4Lu72r8vlr93zOAPoo/rUyajuXGDkPefTdKZBCVluAD/AKRJHnH+6g5P44BoSPUdR06bUI/tMkcZ2p5pUZPsOiiqUmneWuGuCc9Qo2j9Kv2mrizslspreK4tF/gZeannTVmXyuOxhxoUkeaZ1eU9+uKdK4mjEbyMqnsDjNdOdN0TWldrGU2lzgER43Y/A1zGo2EulTsshRADxLI4Zm+iiodN7miqq1mWrKxs7l47e4uGtYMcMo7+/rS6j4VOnTMyXkE8Lcq+7DflWdEz43KCoP8AHJ94/QdqsWt7FDcI0q+YgPzAnk/jVJ20JeupXlVZJRA8hI7KOgre0rSIoNssiKAOQCeamiTw5fzNKlvLbvkEEthfwFSXd5bwcQl9vYYok1FaCV5MXUy12nkjaEzz6mptO062hubUFWfyzvI96zYHkmuBNM2yP+FB1NbmnIXuDOzYU4CJ6471mvMpu2iN21tERbiQDiRsFTXN69MkF7LHsfC4ZcNxgDnP45/OuqE32eyZmAzuyoPc15/eTF7qYnY/71ixPPGfSuhIwbOdtpBci5hdQTKodV3Yzjt+lOgSW3gaSSP7TZB9jxhvmTPoar2skP8AaAbc0XykBumD6nFdRp+n2ccHnz3atKx3GNU3KeOgx161M5KJDM3R7uObdp+8zR7g8GerqOq+zAfniupENvcQoYQigEZQA547H39veuf17RIHjS90pDDND8zKgKhsDIxjow9eKg0/Uob2OWeUyx6hgB9nAfjG78e/aspJSV0xG9Lb29srxOJmmJ3F8gbD757etZwjMM0s9xI4g8rCERj94M9B2HrVjzRCYFnZ3KKAA+Mk+/t19c4qrqN0LmVUZmBXAH8I/LpiojdPQSTK8k2b6wZy/nMkrSMwA3Hjv9P8KrPfLbTSIiGRBL5w3DJ6YYcfw/4065mVLyIMDlIW5I45bqM1XWZbe4tZJE3RfcJL5Jzzz+Na8t3qUY99DIjeaYyqSkn6HNVtw+zOmfunjA6g10U8TX9tJGGdUXc0S9ck+p9K5jDJIysMHoQfWtYyurMZftbh18g5JaFwFAOCAeePxqW8mZ5Z0IHMhmAB4G4c/ris4yNETtIPGM/QgirMp8yJZc9ANvrtzyKTiA/UZB/aPnRN1RGBAxg4/wAagVkcSkH5nXNRXLZeMkjIQDgelLBhImJ7OFJ74wapIARsp3UrnB/CrFlMIrhG3YJxg+hqquMsDkUsbjylAzleAT+Y/rTYyz87+Z82Cc7VPXNEpZpCuR8vHT2pIiJNvGWJySWxjikkkZ1LkbeuR70rCK6vlQh9eaQO6Z2twabjBLe5pXYY9aYCq2RyuQD1JoWTKysB26ZpArbOBz3FIi5iYD5WJ6GmA1iS+OueaUnBXPYZpQcPt24Ixn3pH2HJJIzQBEp5Aya1BFJMyoijH8THp+NZYPPFW5GCzqWYD5epJH8qTA6C38po47V5Y5nyWjCrhcjr06irNqLhbs3M8MrSn5VKqTj34wMe1Q2d5bSRorwNKwQAEE5ODkcHrzn3xmpop7iW3EkMckiEhfMHAbjtn2x9KxYGysiqhUysWDAlfunnsRzj8KrhSJWlaRSMkgb8557Y9x61lu8olOxHLOm12xzu9f0/Wm293NboY3VwQf4m4A+nc/pUezA1PtEXmL56hpGPyMvIFS+YkAVyXXf8odh3Hb8jWdHcRXgwUKtkZUAAN/gamlmt3LRThgqhiu0/dPFK1tGKxZ825lJeKKeVSesbcD260UzzfKARJBhRjI7+9FPQdkczMgD5IGBycc1sNDJb6QxdwGb5to6n/A4qSfSZ4EtYRJHJNIgkKkDhT0P5d6q6hNK9wkZPOz5sHHHStnoD3sVpoojCxMed5ISQjGB2GAetPtrl4pCk0jJswWw2OPWqKRzWuY5vkX7ybwc49vao3zIu0YO7uw6D0osBuT3my2gkjBA3DfEwyTx7e1Urx8SyKZnCRNjyZCAcHnKnvVX7QzRbYyxlL5y3XoADinwh5ZCkynzHwu9jkD3+tUlYRUWYvcRyqdpJxk+lWVu5vOMULllT5U+mOhq+ukS8q0ZnjHzlo8KRnAOf0/WpbPw00r5xhs/dbBU/5+tDApQWRafDpJCn8bBcrtxyc9qr3wihBS2fzIzACrE9gfpXUf8ACJ3Lyma3WZYcBWRiBkeoycY9vaq02gWkEyi9u4Qu0qf3wLAemAahRb1GmcqrnAbrhRVqJP3QYxsxIBOAT611CReHbSHZGZpXU5DxwdeMYyce9TwXsbBVstFkmZRhWmfOCepAUZ/U1pYDlrfTbybUY/JhK+Y3Bbp9BW/ZfD7VL6X5mEcJY7icLt6ZOefyrRiOtW0kl81iImXLKyqAV/76/wAKzbm/1nU2KzzSBD1MkvH5ClbUetrG2mm+GfDTMbqc6jdhR+6hXIUj1JOPX/CqmreJp9SgMEUH2WFyPkjbJK+mTWfa6VEMfabtWIOQEzx+VacjWQUK6TShRjasTAf0obGkY0E0UCbeAPRR/M1MdQY/6uJifU1OdW0qBiv9jyn/AGgP/r1Wm8QWCnA0ib23TAfoBUcqLuyJ57hgeFWqzu2CWdifbip21RLj/V6cwz0Bm/8ArVGYpJD/AMe8aD3JP9aTsg1ZW897ZxLE5WReQc4rctfEcE237dpUEpBzvUfN9eaz0tgMklR/uqBmpAmAPp60c6HyhdtZzXDMkc0UTc9QTn/PvVeKxhZsvdBfTcMn8hVuO3LA4U1MsG3qvPsM1PMFifTre1gLFHeZvVhgCpZWRTlyuSfu45qsXlACqBHj061agssoJJMknoD3pPUewRuoHyxl26KMV0OmWTbg8/8ArD/CO1VdOshnzSmPQEVr+fHZoO7sauMerIlIj1KZROkYYFY+G4zya5e3sFfy3njLKec7sZHv+fb0rZuhDa2093crvkKM6gnoe4x2zXPPNeyEJclPKcZUp8zIB2A/WnKTt7pk2V/7OsbTULWeCASAkr5WS2SVJzk/j+NXF3v+/tmIFsNzKQBxjA+uBWXqUkdzFD9jkwwcfLjBOeM/59agtV1GwV5I3QLNhf8AV8FuwxUNKSu2Jm5JdPeWKy+au5RuBYhTk/8AAeeK5zUZIZphJabluoh87D+If41NcavdGzEBWJGVtx2j94fqep5zxVZrlJcSXkojlXJZvKwRjoKajYEMi1qdsl5ipCbTk5BHTj0+lKs5klUuVbGcj1x1xVO7jtBJujZiMZPG3n1FRh1RSjEqCeCOATVqKKLqoftcmJVVWRSCxzkcnGKZOBJFgBTkcDphqjt5wJnGzdI4VADnP1FWGCKWQRHb0IPYjqfX86NmBXS5TeDhwSu04Yjp/wDX7VQv1cztIRgtgn61LPsWZ1UMqB8jPJANNu1xHjA4GcjOPrT2YFQcKGOfX2q3aDzI3iZwoXcMkeo4/l+tVUAKsrEgg5XH61LFJ5c4mZvmUA49ccfyqmBE21ohnO4AfzOacisXwOPuvj1pk4OZAo+RTn6DOKdE5LLz/Bj8qAAD53PvSpnBOT8vGf8AP1pivuJBAOe+Kch/eYGCGXOM0ASB8K4zx24+lOdwDLu+8cdRVd1zJtHBx61NIVKjnjjBoAjcjJz6n8aZwevY0jAb8ZJHrSKRuIH50wHMSVBApUchCG5HoaYx5AzzTwu5ecE56daAFzli2Rkc8VG3LYz2yfanM5Y9lHtTBIxbaQv4igBqf1FXxbvPc5XyywGAjEZc+gHeqKgjaOnNbNnA8k5ld5I4lwSc7Q4HYHrnOOQKlsDY0qN7cMjosglCnBwBwTwBj8M0y71GW1eKKJQsSqPNUHgE5O32G0inz2t3fzpdywLDNANu4PujI5we/uM9/rSXDLFcyutuBHGowd+NycDoO4Hasr3YGWuooqokCOQG3sM5LMDn/Cm+asbNIrB1c5OTwO/+RTDHFfO7+UY5OpwRtOP5U4Qp5iw8hkP3NueT2/CtNAJd5WZ2R9uCAV9BjtU0dzJyJNzbjnjGSD/+ukhsmZDtRioGCx/Tj8xSSwlJ1fcgC4GC2Nv+fSpbQF1po7aWS3eBy0TbDz3oqKYM8rM100Tn7wB6n14oqdAsbk0kSyyXqBzIYlQI38Pt/KueljD3EhRgXT5i2Tk+1Ma6kSFoy7bzwc9qfa292bcyQllRzyc8YXqT7Vpe7F1JZSkCSeXKJJnO50YZHt+ArPICEiYscnBPSr08hB84kPngMx5bPtWawO5My+YxGSDn8RTQwaPbkhnBB+8Tzj2qxBIYmjlVy7I+QrDj2JqjNK8rsHXLOAqkDkAdhSy/upo0UuWAG8OP4vTFMDrLnXbSNnhs4WnOeJ5+MY9EA/mantNX1u5URu6xwOm0FY1THHyn1rmrOYrIuIRIM/MpB3E9ccGrt/rckVujgoWcny41JHlj0Izz25obA03sy7j7Zfl2zym55D+uBWlbaVpyHi2mlcDnd8g/Ja4yXWbxo8id+gwc0kWuaisa7bty7cncd3f0NJt9AO9P2e1YYtbOJezbgxH15qv/AG7IUOLglc4IjUjA/GuEW4u5HkJuH3Mx3fOeT16URTTB3TzpBldwy5ov3BHb/wBskzFdnmpsJy5xn8qqDxLY25G9IQxXdwpcfTIrlIN7S4aYv+6YncSdue1UlLMVDYK9BQnqymtD0RvFknl7YbS3cMvysVwP0NTWviCJ4wbu2jTI+/GCefof8a88ldl2OjbSUPIJFW01OURoko3ep+7zRzXCx6VAml3ZyGjRjztccfn0qC88IpcE3EWCM4IBztP4Vxum6vGs0gV2A4yj8A/j2rqtE1+a3mDWzYZc7opOVZe4+maOVMFJoqS6QbV9pjOB6HrUTQH+7j0FekRf2P4ht90A+z3AGXic9Px9PesLU9Amtc5QhfWsp02tTWM0zjjAzGpY7dU+aT5j6Cr0lowwETcfWmfYn6l+f9ntWZTIfMbsqrGOwHSlBOzCgnPfHWp1sgvLbmPYVOtsz43AqPrimkK5Vgi3H5lA59a1raAMAWHA9aYtvHEQzD5RT7i6S3tvNdgkZBKgjkge3+RWkY9SJSLLXgUmKEgY4LnoPYVRn1WOBF2YlbJVlRgQrY6k/lWW2qb7ZNmMyAnDY2kkfn/nFUrZIjHcFnjLhiyNu29B9eD/APWpSnbYxbHXEEtysss9zNI7JvB8onHseeB796rC4kijFuAk+3hXCdPx9aILyARZlkmCgDegGRxnIweCMZqS0v7WKXP2URRup5DEAj/aHIx7daV3bURFcWnl20d0oQ3CfO2BnbyDg89f896j1G/aAu0Tyk7h8g4wv4HA59Ki1OW8k8wbQFYbl2N98Yxx9PSsmSOSWMyM4LNgkDrjuaqKvuOxPHeoJHuJEDzA4QFdwB7nHrxTI54po3E4UvkuzsMknpj8u9RKiTuttbOF4wC3Utnsasxwx2yotwhQKCBGp5ZvUmrdgIFiinuysamNCecgcdv8aieNBMLdi4iZvlYjnGcdPWtPSkgummkd4QJWZpEkYZC89M/zFZtxErtuUZUkjjoPpSTGRvE9hcsrhhgja/cZHGa00uIbiJHVCHLYkUHocfTgVTtJFd5ornDtJtBOOSAKjl/0H/Uu67uDuPUf4invuA6TyPMRsGXeCHAyMen+femxGNWmt7j51RSqEHv1Bxnn6VK8E89o3lfMUQvwByByCTUN/wDZx5UtspkhK4MnIycZOfdTmgDNOQw4xSxnBccH1z3p0hz8xABwOB9KRsbg2OtUA51MYIIJDpwfbOc1HFw4wexFOkX5Ahc4A/L2qKNtpBIzimA6LIPPpUiyYZQAOpHSomcdhxnp7UqsA+VHAOaAJGOHUj3pC4MIU/Uc0pH7wH0aonO1QvcGkA5ipXcQeB2pm7AOOOKHJA56d6aTgfU0wHsQGH0oDAgYOMGklA3Y7YqPqBk4oAf365FMJxyCee9L/CKONuTzQA/cS68kmrPmL9rbfLMucDdGefYe4qqmPMX606U4lY989aXUDoC7JCn2TUpWgkG0RSg7gc9h/XPerN3eIt7KnnRzMH8uRHXtjHHHPP8AnFcvbsBPEXyQGBPPUA9Pyqdrt2knuFAVpZC47kZOajlQGusV3NCAhjbpgRlVJB7HpU0ujuyp5MrMyfJITj5SAScntnoKzbe6litWkCZL5zOWxgZ5Ga0rTUYrhUtm8wsylSSfvDHf14/Gh3WwEAEqyeThi/VlL/xdhnqfWrZtroq0TByNpAUjv+P9KryosN2pkt3a4wGETH50B6H8ugFaEVxfTYjiGw5yQTjjPQcfX6mpk+qETW+kq8CGRtvHyggscds4oq1cyot1Kq28gQH5MdMYorK7GcrJkHDNuOeSDmrH2uZLLy1kymMhF7e5qF1RNsTJIbgn7oOMZ6ADqTzXZaBo9itpcW+t6bdxXAAK790TD3XIweOoPt71s5qCuxLU5WC4LW+XlKjBwgGQDjrUGwQOtxFg5wFweQ1bWp6KbTVIrS2HmJOwWJtuCcnGCPX/AAqbWNAC6kyx7VtoEAQBvmkKjkAdjkdaXtY2v3LUJM5q4+0I5JROOQVXg1Adyh3bdvcZyR79c1svYXRVTLIRtLOA65BB9D35qne2F1YxRPeqkTTKXRQQWHpuXqKtTT0uSZwnliA8uRgR8wKnnPrTSD8skrF1PU981NaWk1xKq2yFyxxXQReF4baPz9VuVgiHJUPj9f8ACm5JCuc7E4I2KV49aSQmGNOm4bu/vXUTXnh2GzkghsTIrjAkCDI9wTzXOMsbRxpzjLYJHv396lO40ytG++Tcw/iBxmrUp8uVCijZjAb05yKo7cSMqHPPFWtxMO7K/IcYParaC5YtV8qWQ5GfLYk/lVUBVClSTgjNXLcgRXB3iRvIyfzqjvwhU9Tioj8TLfwolkOY0AHQkc+lOuGCSRq3TaDmolbdtUjq1S3IBvGVcALwRR9qwugyEiKKRxxuOKLG5mt7gtDM0eOeD1pHAjhiP96Q/wAqihAEU0mASeFpoTO08NeK2+3p5zKkyDIfOFf1B/z+VerQ6mdV8JzEQhbyNeFA4xnqPbk/55r5xjkaJw6HDepGa948A6jHdwwyZJWaHbIpPRiRxgf5wa1WuhJiyzSM8Mcp8ve2Cw6Ae9OtJLWUgpfwFs4wz4B/OtFrcz6ZrsMv+stJl8rA5+9j+VebjzfJieFiFEu1z2BP/wBas1FLctt3sesf2FctbNOI8BB8wAywqpYJp15DI8U5kmiba8ZXlPcg44qPRdautMnjtz80SkBR22n39xWnrGj2+rM2paO4hv1zujxt8z1BHrV8q3Qk76M5HW9Tms5HjsoASBj7RL688BQMf5Psa5W6n1W5syjo0qOQc5yxx1A55HSvQIjHquYJbdFnUbZIm4b3x6iqx8MwmeQxvggY2yHO1s9Qe30qXqhPR6nHX24WPnSweS6AeXh87eORx/L9am06ESRYREindQVG7gnj731FGoW1zZyMs5c7mwodOjYwMEcH69OtVYgLSMCTzArPksnbscjHP51k10ESXBubW8kilmhwxGFyMKR1GOg71jXrSrI8ce8Kh4B71ZvrlWyifON2VkZcnn3phuoCoiO5224LqoDBfTnqM/zp2sBRS5nKt5xYxnjIGdoz1+tXLCSeNZIsxlXXbmVclgPTjPvUqTQW0+2NOf4mZeM+g/lx61XkTeHeFhEFlyAGJOO2D6Z9fWq0ewFgsmn20k0YXz8gPtxtUdBnPP8A9eq887tZ+YdsjNnc2eRwMdec1DDYz3MjyzMQi5J3ttLgf3amkgi+wHEEwdiEXJO5voKTAjTf9jQrGqFQADgk++fQf40jIrHChsZ+ZVPyirOyKGK4ETttkGI1SQHjPO7P0/SmzDYghI8sgDIRsgk993+NFxmeIi0x+znMgfAHQnp/9epZJjcQHeBheNuMHI9at20X2ZrqUlSqNyCM5OB059TVK8tpbeUs5+UYDkHoTzTvqBHbXEsJ2B2ETDHs319e35VUlQwzSxDJXOPzq5cQtBmNwjPgbHjOVPAP8jVR12qcEcjHByaqwC7CYPMflj0/l/So8HZv7L1FOWN45GUgA7d3PSi4wFEQGNvJ9yaAGHLcv3OcVGcAYA709c46/WozncQOaYAW446elPbqD04FRDOeaeecZz0oAsSfMWwecVC3IGTUjcSIcfeWoixOQe3NJANc0q/eUe9NPOKcnMqj3pgLJ94ioz0p74Ln600jNAARwKOO1B9KF6igB0fMq/WlmUmZwOeaIB+9U9s05z/pDGl1Aap2yfTvWjZR7oRmFsFsebtLqPqKzjlvm71ailWJIiVXcerHt9B0z9aGBt28HlvGZ44hbNGRvCkiM9SMZ5z+H6VJZLZ29zLcW8imdQxDg8xA/KCM8E89+n61WW8uLiMIW8qLnKuchhjA3Hr/AJ9qtabpE7RTyyFZkJRY2WTOWJPHbn/69ZvzAu2tpJJYBAouJIN3lSMcOCeoyegPPB9T9a3rextpbCxcqTNFHlF37lwG5Unvkn+VUpryw0lVUWW5rmTY5GVBK/xe/Jx6U6LxCLp5IYVV1hDbSzHqy/IFPQ5IPX61zy538IWL8cxt18pmB28BcqgQegHaiuTXXFhLeZFhnJb77DPbOAeOlFV7ID1yVbLRLaaVIoY50YDzpI1ZgqgfKoxkcc9awm1e11m3kZtSluVdj+9yB5b54+XsMcVY8TubjTUMEaOy7Sitg7u5yDyc5NcfDJGsUga3jglkGCqDA/CvO5U1zXY4TUd0a8cgs9ThW4Cs8B8yM+2CKq6lIv8AZ0+1v3r5O8/ebjgD0rJkvZI5ow4LbRmIt6eh9hVf7YJOoEvPJY5OfbsK1cJ3UkdVScFDR7k+nqLKzW0jnc3Eg3ybIy7MBnCqOg57nFUm8OXm9r7WxJbRufvyDmQ4zwa6OCW1sY7drmM75eWdclQB61l63peqalILzzXuY5CfLj3DMaD7vf8AQVtRqNz/AFOJMq3Gsw6bbCDSIFDAYLkfr7mudu72fUpfOmdm4GNxzg+wp9zb3Mdw0M1s6M7YG9dvPqKrrEyKeRtJzndXcktxpJF1Ei8hSWGeM4XkZ71VmJMWzG3DfNz1pskjEYwQenHQ03zSIyc87skGnYYyNWjkLY6HPPehW5cOSF5OPenSTI4GAVYH17VECcEnJx/KmBcs3xDdgYAMWBx1qDcFjJxgkY9altHHk3eMAeV39c1VGW+VOfY1MfiZb2RYhyXXnnIIzUrktKX7k8n3qO1jZrlVAyQCcCkRi7SOGG1cE5PbpTe5K2HXQxaQZPcn8KaY/KgiDMfnQtg9OtPvMsYYQDkqv60l3Gz6iYA/CAJkjA4qYvYplaKJpZRGuB0GT7mvUfh/cMdcW0LERtl/oQP68CvPbCFfNCMG3A5yOnH+f0rs9BJ06SK9eTywrb2YddvoPc5/WtYshnU+IbqW11LWLC2J+0XxjKY/hHDM34AGuHubYWaQ2rO4QSAtj8ifrXbyfaJPELXd5EI5r21zFGOSiYOB9eKwdft1ENs+xeJtxPqOhB/GkypdCXT5CkEixzho1fardCV9cenWuj8J3c63EshLNESQfYdf8K4iO6hhSABGR9w81nB7dgM/Sup0vXrDTtLOI5ZmXc0jxJ8oPpnjoKIkHU6/o5vIv7R05tl9GNysvHmAdvrWBpvjPSrwG31uIW1wvHnqvDc98dDWYfFeqaijJpERto3G1ppDkge3/wBasbUdP0e10seZc7bgkbp3fO49wFHan1uir6WZ1Ooalo62pmtdStbtCSAr8MD9D+PSuB1aa1eIeXNdhSMAshAx2x6jr6VSt9ZtLG6jdXWSIEAkRcqPXnvUl14jaSSSONYSi8K+0vke3Tr9KTt1EZrKZI3aZHRMYVgCF+px3qERxqoKSMWOVyTgHsMUguJ7plWTDrv+6VAFWnit7hPMQtEMkKp5UH/PcVLESxrIjbE2jGDtyHC+oPrUsTxbd0aIs6rg4G7HuM8Zxx/hVV7dzMDZoylhlR1OfT9KaY4rf5mBknB4yMov/wAV/nrSuNIv213EI4XuApiDFd8qjjjHGOvrUl2kYltILJY8vLnJA3HGTy2eAPTisqS6m37pMO3QNsH6enWiHUH+1q8hLFVOOPWlYZpTo0l2rCSNZXyvGEUHHoOM8UkSGBdpRkZgMMTk4Ixx7GoLu8EwXcAVUhicjn1qWG4tSkfnPtkLHaoyQq/j19qVmIgMcgS7aIlYFbDcjHQdf/rVWMu4ETgjceW7GoJXKSS+VzukIHPUY9Kc7CJeHYtzkeje1UlYCKIKsuHLEY+XnqKZIVdnOzA68L0NPZEDF0lLOBkHoSaa8hKEBl3dAAMZqgEXai7w+SBjp39KrM5ZuTnP51JdMEKxIeIup9W71X6jPvTAlCgcFgcjoKYw54NJkBgSOtJnLUAJSjn+lGQMgjNKoyOAaAJZMBIDj2NNJCykdsYp8g+SPIyO+KZMfmOPSkgGMSCOlOjH70/SmnAI6miMjzCTxxTATuKVQDilUcjH8qVFAyc5xQA07cc9fam5weD0pcYxzgetDBccA8dzQBJEcSr9aVhmRiSKYg/eAg8g0EnJx60AOC54B4+tbEGkve2PmJJA7Q4DsrcqCeN49CeM9u9Yy7jIFHUnitux1SaJvLtrZWtVUpIkh+VwRg729/Tt2FJoDZgsY47mFFeVIJASVC5W3YDkFu6nrn061e1OVrPTI53uory3t5fMLDJZ3OenQAZwOOgrE0mWSwtgERpVDGRWZwqIOmOeCx55OfbrTze2E0URZniWeI+fbj7ijJ7np2PAOKxcXzXBE9trlzfM8Mqhl2b1jQFWA64Oeqkf0qdUtGkg8mNI/PXzijk7g7dOnpx+tUBpEt9fi4s3zmRNrRtkheeVYdQAuOxHfrVm0uLhr25kvS0RLF44hjdC2RtG7+Htmm0kroBZb6OGVo5IizKeqXJUH8BRW5JEJBGZ7HSppwgEjyhiS31XAP1orPmQHRX+m3MWnLI99PBOQGKW5BWMY6nnp7iuaksLu7svtE9/CUGQH2AMffPGTWlp3iC8jtWNzYMZAoiiYrksw6DDdB2P51napJfX08VzfaewlyMyrLtUrnpt6dPTFefGm4uwLm6lLQ761sNa3agkN0gjILBclPdff2qXTtNsr5rpobh4Gjk+cuu5WUk/dI5DYz1FUrvTUbegncyEZA24/wD1+lJpWoSWWnImW8ydi0kjD5U6AZPrjFb1VL2d4bnVCKatJHRXFoJrtLW1BlnVOCykhSenyqD29utN1OynsNNaCe6iSfBMS2+TKw7ZGcKR9ea5+HW/EAaWO0cIhY5MS7d5926n8at2MtzJcKuo3UtnG+czRQ7iT6nkGop3pr3ndim6OtxdN0a/1LSZXv7u5WMyrF5cmfmVgcvk9ACB+GaxzoJuZJwvCKd67O6g4OO2eh/Ou/tLb7RY/Z7W4818s7+Y53Tf7oxwAB0Jz6VQityjy20e5CW+cEZx3K8dc4/KrpYhtu7RyysmcHJo12jMhVThRgZGA3ORnsABnPpj1qm9uYh+8AKn7p7N7j1r0thbz2qW5WFiilBExyD+OME47e1c9qel2e0zyi4JYELvIOT7BFJ/M4Fdca93ZiUjhW+eQYwOcVqaXpMmozskbnKqzEiMsuAM4JHTOKqS2ckExeW2kEKsQd2R+Ga6rwyxi1ZBKsRlikysAbbHBF/FIB0LEHgn+oraUrK42Ni0Vfsz2io02y3KKsQ+Z5D824nHAzgAdSB2zXPCwWJNpd3uy+xY4sMAT6np17D869BNrG11LPHO6SKceVExwR1BZiR8xGMj3qG5tJLe7eRI5nQnyo1E+wdepOcDj0yfaueNX3mh30PP5RJaXLK4KsG2gimBNm/puOOT2rsLnww08zXdxJEXfLJHCGZmHqdxz+VYEmjMs5VXLYPzY2jH6k/pW6mmIZPEy3rD5W8pFZTnhwO4oayzJul2l3O7AfBIPp7+1T2kkkd5dttVoVI27/ur7n2OOneprXSxeS/a5bwtEGEhVky3X/8AVWadi5aIfpwjlu2VEQQxgbh3AwD/ADrprOzup54rwrGsEDh1ikP+sx369BXP3GpfY7t4bWBWJIG485weST2H8uabqF5cPcLLcW0kEQLLsU53c8DPof8A9VaRlclM6bW/FAbXLG8iUN5MaJIqnIODzj863ZrWz8Q26yWEqZDcrngg9Qe4NcWJdMn0hCbOWCQkiTIJbthunI/lUNtaT2hjkt79oTOpKFdwJ9j05ockuo9y1qkL2d6/nEMx3AIBjjsfx61Wju5FQK5TyFG0q2BkVVvF1O5m2XzTk4JyfunA65H86Zpuni4mTCzoSBiTPTnBODxj9aTkkhMn1Bfs6LHA0hAGSzqfl9h6Vz11u2yLJcfN12sOW/GuhSEyyTSs/ks8hREz94Dj/PWqN5pV0isfKiby8ZJyQM9Oe9KMr7iMBHClhsyx4BzjFOi2nJ6YHTNWI7Z5DJjySUGSA3GKsRWpZgq481vuooVq0ukMLW5jzKFcQbhgHOefY1Zt7mbzvPnWF0wd2Vx5g6cAdSM5/DmoomFmhjjiju5MnbgZROev+1/KoUSX+0Ua+fDMNwyOD7D0+nSp3CxalutyAxbFjZiSpbcz8n73+A4qCeaMsC8Ryw+YN+XFRgRNOzHeGHVgBt5+nSqzxxry0xz/ALpppATAK8ioBxjK54pysZGmVAivxtAbHTg49ahRd2WD5x3IxU48vyAzqruw47bT9KYDZWKgqRw3HoePam+YWfIUsAuAMdPWgsQpDudpwSqjimrKIoxz8+SVBPQHvQA0SLEp2khm4zjOPp70kTsFbhSAeCexqJs5LKc/jQNzbVZdwHoelAEiyhPmXIOSAaW3VTvmbovC57sen5dajKB3VEXLE4HzcU24c4CrxGvIHqe5oAe6Jt2nbnHBqAx5zgcGm5IA55pyyADB60wG7SCAemaac5pzMp56UgUk9PegBASDx1o3EetP2jqODSbdxyvNAEpJNqhHXOKZJkqpPXFPOfIBORz0pjH5V9uKSAjPbB5pydTx2pp65HSnxjOT3pgNUnIpwOORzk9qCvB5poG7PPagBxG7uMUzoSKEJH0oPzN9aAHJjzAfejdzgjjNAHzcU5gOCTlvSgCW34uY34KhgSakny0jI5bKHCjPv2FQoSAeOauxruuDcONy+T5pz/e6f+hUAJDI0Y2hNxHZq0LpYTdJEBGzJEoDBsgnGTz6ZzWam8XSsxwhbLZNaH2OQD7QnyCKNMh+CxJwMfXmpYGno0ziaO2iDR7mGdo7/wCPfPtU0Von7wsEt55j5cbxc5OfXjrjApullVvl+SRJYEeSeRQVCgA4z65YDHFaov21PTmd0hiCkGV9hQZA56cgkkYrnlOSemwupjLbXaIvlIHVhkFowGHsR60VduIpLt1uYJ4Io5VDBXt157EjeckZFFPmC5JC/wDZZ82GKL7SpKLI/IhHqAeM+5pIdQuftUVw8jNOhJd5GyGOeMqeCMccCmaxd2zaJujbfLO42nGTszkj8KqeHbe61O+VIjuiAO+NgeO2QfrWKf7vnn0HGU2bAtDrANw0LCQfL5m7C5yMAL9e9dFqiWUWn2SvbR3Ezshx1bpkn1/CsPUbl4ZU021Lwx53NdbTgkcgLxg8jrVi2aO48Q2tveQRyJOjJ5jdVIyVx/niodqsFrY6o1Lq0zqxb20cEN7YtbzRp8ktuRkD2OeRTLxNHvwitbyQPnHy/Mqn0OOQPfpTknT7UbGeV4LwLhJ+u9fRieo+v51zeqDU7W/ZZNsu7GdmUVx6jHevMnh0ne4StY6TTrCO71ECDULWNoo8BYFAJ/3hx9M1ga5JeWE8onDSygJmQHIfJP6YAqAXiqiFLQQyAbDhySx9GzjHH1+la+rPBqOnNfxR4dfusSc5A6Y6etaQtTkm+pzVElqYVu0alJomykucqfmMRHOP6cetaTCOSJdhL7BnBGc9umfYce9YQvFiRv3MqxnHKEbcHOSfp6e9acV7awKJHuImC5AKDBPPTp24zXfJEW6ozNVtpJ5ZIfIaVRGwSVWOIu+QnT0z396bp9tJFbWf9oSEHaHMHG8kH5S2e2M8fSrUUYS73Q38siMpOySMlACM5JB9Papb11vkWJcPcI5YnbtU5A55+lL2jty3FqywHMzPKsojcsZGby+Qe4Yk4596hvYFuQzyTFHRtgROQvILYHXJ4B9u/NJJaiKNXkkSNU3l1yW3HB/nis57h5LeCNlcFcgSINrbfUf4d6cV1Q2mhmrX4RpgkDvvZZA7EgxvjBI7qeAfeucuIJ5r+J7jaswYeY3QNnpgdCTzmtmZZ42Ki+mmTHKP/Ex9u9GyKR1VGaSSHDL838R6n0rdSstBpGFco8cNwsW5i8mTtHUc9Kht4NQciOO1kVXGGDqQprbFxP8AbbMIWiUN+9RYycAHnNKHSS0ug8kqsZA6fMQSp46+lOM5W0NJcttRY7KSAedcGN5nBXDPwFPVc98cnj6U2SO5kijCOvkDI2rwccfxcmq8txPewWohLJGclgw3+446+o4rXC+UEi2RIFQjG3AJHJ+nHepbaV2Fo7GUk93C7RWFsXiMm4SFd4AGevPJ+tPu52u0ija3aHEhHC4DE8lPYcGnTpM7xm3MwTGQ8Dbx7n0x9Oas28r+RD+8M2ASWYlCc5znvgf0p36hZJEf2ZmtXV38pUY/vBySufbkew/Kp2L2tkxgLMzLtXzMn7xHJPrxmrNxf2TeZG8hkDYLJsO9iBkYbuT+NQxyxXW97e1baMFhghhx93r/AJ5FSpPqiLD7gW88P+kQJ5irtLqMEHuBjAHOep71DDOFtxDbmAoqgsUJ3jB6n34HOasiGUzrsVYXHJ3FTxnp9OB70piW2YsqQruOGMZBX6kY/wD1mqTurC33K82n2cokkuI0SW5UB3jIPm4Ocj0ziuVubqOMta2sTRoTtZTjLc927j26V09/9luYY3aBroheSflz378qM+nSuceNYZmaBYQpHBIwceh9/wCdawTa1GtBjyzWbIGAyQflX2rOeRpSrksMcAknJqa43tIPNmI2r8oOSQD2zUQQEYyMnr71qkA/5ogcHeCeKkIiaNnwMk+lNwDEGyOBySc5oKDygdwGM555NMCMFm27cHJxjpVpBFnJTaB1waqMzSYjAxtqXZsUH5lQd2HUfT3NIB0xjiOSwKg/Ko7n/CqbybmJOcnuTU5tbicNMiiTb1RDllHrj0qvGpYknHHr2osAcOBk4qSFiCRGz5PXHTFSwxRyLGSvJPODkmpks9sjIrseeVA42jqc9qYEKI0UDXGAC+Y0OcH3I/lVNvT8quXf75vlcLEg2xqOeP8APNUz8pHGaQDSacB8oY0jKeMjFOGfKHB4bGaYDSMYyMUu4BcdT9aTk8Y5zT9mG+f5RQA3qMd+1PRdq8GhdpYBRgnjJpJGGcbs4GD9aAHfehYDj5hgGmNnGw09R+7JPOSKYy7TkkZ+tJAR9DTk4yc9qaeuaVPuscUwEyc9akXG0nP4VGG45FIGIOccUAP+9wBxShRt9z0oLbhxxmpYIzJICTQBGoKsrEGhTg8+tPw7HgZANGxuWPTbmgBylXU84JrRj2jRpjnlWER+hO7+hrLgUs6quWcngCtVYz/Zl0uF3b0f16ZH9aAG27oMu8gijPU4yT9B61v6VNALaY2lxceQgErRvGpbcD0UHgdeT2rlIdxkGYvNz8q81q6Z50VyWJeOMDbIqJuZhn7oHr7momtAOoW9e8tJ45FSLYJBHK8fyuBxjOck4/DHpVO6vvM0mLYjrbls5yE81v8Ad74I/SkitEktZLtEu4ZY5Mb5QW2fL97HB29OgqlqwMc0cU6yXEYVf3scexQ2ASFyMYPpWC5XKwiSHTV1RBNDp891sAjZmmHykAfL8x4wMdOKK6Sy1Czaxt1HmRhEC7ImkJX2baMbv6YoodRp7Ducxo+i3GsTpbxTMu0fMSeFruf+EftPDAhjj12ZL+bBEK7TuXIznOcA/mfWsGCZ9J0+VdOV2ncbs5Ab8K5Se6nnnEgJEkcgfaSc7gc/MTyT9axSqV5Sd7RWiITbPR/GF1c20tpLYI/2VyIrmP5mVicYPseTVfWI7JHt4rmf7O+3ej5wcjjj36VFo95e6/d3E0dv5dgF8pmmOFkz95CO/wCHTFN8R6SLjUI7a3W6vTFGI1KYCgDozucgEdMVzxheVno0XTtZ9zUa8OqaQkxI+223yu2M7weh/EipdJ8L6zbwvc6zcFbV/njzIrFDgnOfyGKl0c6Pp8c1nIBdXSxBWcv0B9Ox6dasXuqu+jC1R5GhEbJtAyWHXFc7k1eL2Zc6vKk+pS1nTNaFmJbjS4biIKPLuQoZ0/2sqcc/Tis601PbpSW1wg8qTJMhBG0g4A9COtP8O+OUsTHpwV5IySDb9fLHsT29qytYCzny7R3EMkuUTcNobPCkY4rb2bb5ZIzdRy3H3V5YyxxSw3AV0JGwx4HHAOD3+neoEWaew86OQbWfcjP91WHHAHTPSqMNlasyvG0i7lJzMejjnafb0/WpE8+0X7RDIyiI7GQHIAJ9Ow6j6mulQtswuaTSyRtbKR5UarwmPvnucD8evan315FdR7hLsfOCq8bs9yfw/GmNZtIN4c+YsIZo1yScM2WHrxj3FQwIoBmLtvkIRS3zKx7DHp05/lUpoTauTi8kjTypUVWlA8p+Tuwehz9ahjb7TKxjZg+7btIJIIyOntirAa7SMbYhLaZEoKFWKZxyB3x696uGxhRoLhZXJxtcqOCcHk07xtoVd2MCa1R7iJQjOeSNvG3pzn1pzx/ZXInjVDyNqv2z3rV8pJF8xF/eY7Z5Pt6DqayItMlnug06ssAy22TJOQCcr357g1Sd0JeYxrpEu23MI42AjbZ2Pc/hWVeo9y/mwHCktGVYdR2P+fwrY8gRyqqXQjGc7ZRncuO3HXGaxLxd48oHYjglH28gryc/h/Otqdug9CK4uJ0gCAFgsS4JGMsOcnHt2rU0fcbqKaWbcJOId4IJAxnA/wC+vzrOfFkW+2NuhJTAU9QQOR+GetD3fmXtnuKq1tLhEHAC5x/ID860autAZoTJfiJblZADE2z5k2k9uR3/AJ/zqgYrppobmOaYxO20qDkqAQCCc8r71uQXBudz3AGA2FRlH7wjJOPToKkuLYTW2I4yrJIzkjCjsOCOnTP4msVO1roab2MorMsk7Su0gLAIMBgMk4wB9fyq3aLOhRbi5wzjCEjnHqfQfqf1ptjMjSSfaIwkgB3S4wWH8I54xx1pLy4tzKk0ZkwY9pyAdpJ59+9O7bsIuz3k3nBLc5QHacryO+Dxz3xWcbm4JEMcZaUH5TEO5PH/AOqgSqGYpIZHbqYwBtb0IP8ASp7UPEricOPIUH5SFZz65zz/AErRKyuJplURtG7STwmMkYIx8y89QPrTEtNNhBeSWRk2HEfAcNj5T6bc9auSlb5i0iCNhgszpyTnn61T1K3tFnKl2Zv7+cZOMkY6/nVwfcDKuPLnDtMxBIGGUAj+fFVmiQfKrmRSM8nj8xU15Cq3OLVgYSAQ8gwTn2qvNAI5MBjMR1ABAFWMjl2wk56joAeKiMu7A6r71Ex3NkjvT22fLtZidvOVxhu+PamBYCITvRmwxwN3bHU02RmwRzsHTPf3NNW4dEVFAAXnOOamhlbDMZMD7zbuQB7+v0pARxkp84bZt5355B9hVuVnuLsXMqT+bIC8sjKuWX1Ax196gaPcTKBgFsAcD9BwPpT2mV5BJK0plY5yDmmAyaUmUsuWToSV2n9O9TmZ4rLaCSZBlz6DsPx61HHFE8w2SPMOC3GCT6c1t/2A4ulfUeYmOZPsjKzLx0B6elS2kBzxJ+ZlwBjAz/SnA/MGb5j/ACrfttHsID55eS6twCJB914/9rHqOvoenenX3huM3zfZ51it8Kyhm3MwJHIBxnqCT70uZCuc2yNNhAvJ4UKvU/SpGtDbIVuXCEkfIOWH1HQVYkvI4Q0FoghByrPnc8mPfsPpVnQxaG7ePUlxbyps8wjOw9iPx/rTbtqNsoy2VxDbRz+QY4ZfuOeSe3JqS90afT7O3up2QrPkBQeQRW3eFv7Dm01wBLbOGXHIZT6eo4FLMV1Sa1juHCwWsWSSeMnkk/hUqTJ5jmdojTjAeQcH+6PX605IlZd2ASByR0NdBfwWN7EkxVbKyi4EzJmSY/Tv06Dp61zM0rciMsUUnaSMEj1NUncadxwkCq+AQOgqKRMLk5B96lgVXjwd7MeAq1LI80bCKXEZ7nrgU7jKGMnoSKcBhDjmpJ2jziMsfVjUWDgjjGeaYDT9KsQ2jzDA+91/Ckt7drh9qbM+hbGfzqyqz2cwWSFxg5x7UmxXKbwtGxDDGOxq7aJ/o5fGeDyTWk9tHqFosucEccHJqCKHyozGT0OB71nzXQrmSNoYhiwOeAKkAAJw/fvzWjDpayyF5GxjnC9xU8tvp8eMkk/71PnQ7mPH5kcgkBAweoFa1kDJa3QIBLnbkcc7Hbj/AL5rPk2nCrlFP8q0dLXBhIYH/SlHPA5RhV3GZUBaRsCYJnnc3GK24bi6tBH5N9HKWwCW+cgnoFGOPqayYgPubRwcc9vrVyETSxyQFE3kAggYBweuegx70mrgdJZ6jtguQ0xjSGZVScOcucnI9c4yfTgVSvfEk100jQi4xj5hFP8AIwHtjK/hVUrNcRxW6sZpI49mIwACxIXdk9TtAGfarMVhHpt5HdwygwLPJFLHKdvmL0IB6cqT1P61lyxTuO4sFpeSJvt9PjkibBV41Kg5A/2h9OlFbBBhiit/OvBHApSNolRwyZJByc88/p0FFQ6hJzNlfXqMMSx+QDyjdcfWrd3bQ38kcjEqN4UlOGI6c1ztyWdg7HLHHQY6/wD6q0dIM11Otq0zCMY6DmtZR6oVjszqsdla2kUCMY7dwiBGGDuU8+5+tZ0+orNqsM7SAIJAzKV5b0IOazrGUS6XEGTBad+VOCAqgAD/AL7JrPvS0F55akfKxUnHUfSueNCJVknc7uO8jnVXCKfmj3ZUDnaQAfWt7Qp2ku4iwCoqkvk+vT3rzuCd4bZipOR/Srug65cf20LJ1Vg68Sdx9fXpXPVouSuug5w00L3iayh0nxdb3caBba5JMgA+6c4JGPciuavL9p7jYsrBY2JVgc4Oa67UHOsWV2k+BJbSMocd8ccDt0rnr7RYbHw7HqBkeSWdtoUfKF4zz1z+laYafNFKW60J5bblexvGmK2krtIWb5Qo5LZ5+ldK2malDB57LaFWbZsY5brgg4z1461h6JbFFg1BJCshQ8Y6DNOuNWnmE1uzOEX5uHI3YJ+961tNK+grm4gn+ynCtK5jDIpUnbtOMDGOc5NRPYS6kiMjhSJFkKRAK3H8QHc5x+VNFw11Y5YsrRlUJDfe7g+2KuRWMCC4jTzEkjJBkVsFsck4xx/9auZ3TuhMZGUht1hWdXhyXji27GQ5zkMOAfqa2YIfttgsMOyJX3MzEch8DB/PP51kT2wgB+YtIsqpuOQDkAkkA+v8q0NL868jnnnmJTe0QiUbQCARng/pSktAbaJhAFWIw5ZpN2GXHykEjJ9jg/Q4qpLp0/2gxSMWYgneXyCT1HHYYrXeNJII3K8kZPvyRz60gIkVdyKcnkc4qeZbDvqczfWhDJEEXYrfKFUuxYj731/SueuglrNIvlr8h2ume/QHPrj+leg3kCyQqVJjcnezqeTnsPSuM1WyihuWmjLAbWYqcEcf4575ropSvoyt0c/OxmmnjCBpUcGMv0OOOQcDOD1P9anFotvdafNM3myzMoOQAFxg5Pr16Vbuka3kTa+dx3Nx1xg4z261QikkvX8yRyHXeBg8DYRjA7cNj8K6UrxEXoUuG1IxswVCxG/PCLntUupzG1gS3VmEiMxznoMkc1DcXcxWUI5QmXy8j0JYE/XirMii5RZpiWZYFYnj5jkA9qys20ylazMti0KmZ94cEbWIwvXJxntUcryvKwQKZgD0OM89RT755Gc/vCOxHUH8KguZf9JYbVyVDbsc5IFaoS2Fu4pAQRCdrKAeO49/8asQy+XaiNpCyryoUnGSOR+n61Vc4ZUYEoCFwCRVrTLKFmE5343qNu71PrVboDXtp0AmMibZAu4F8NnHv7Z96qRFLuOSTZksThlGPm9DnjH5VWljaSKZN6hHZjgIOD1/yKZHcSJIbcEAxgZcD7w9MdKXL1EWLezxO4lfy3wflYYHTp7UrRx3kxKQxqUUDCAhSMAA+5oXNzeiNz9yMyZ+nai926bPcrGGZlZ8EnjAwcY/HrVpgUr3S4VhJSHDcjcetYTwPGclTxXXalAbWcW+8MDGsu7GMblzisO+A3grwPQ89KtpdBmUeOAPpmmscc7ePY1NIgC7h+VQtwu7vmkBMGbZ8uAAdxXP8qmRY42BmU5POM4/z9KrwtwxIz9aswgyO1wSNyDIBHtxQBfhu7S2mQTW7yuq4KrJgBvfHp/jWrbuZmEiabMqnnIkIFU/DNtFHBfavOi3BtAAsTjhmbuT/TFXrC/k1p7pbvoIPNQIdoQqTwAOxFYzQpImYyJKrp5oZQQHbGGH0PP51YutJn+yrd71wVKAhs7QfT/D6VVjs7ayeAmPzWmh807jwMnAH4VZtIDd3l3YzSFokiAUHoCRknFQ5WIb1IhDZWVhNaPGkdvMR5kjwklsdDvwdvfp60S6fKUjihnt7uAoMJcMGcfRgAccVh2er3WnC6tA5ltZN0LROeO65Hoe9dDoek2sNjHduiyyy85cDgZxj9Kmc+TVsGytaaVJc3KWqspyuFVZQ+0dxxzj2NWbvw3cx7Y43ilIA+UkgDHTPr64rqbbUUhcWq2cCqMfMi7W9eD+FUNXv2XxE9tsG2WIzAjtgcg8c59eK5/bVJP3SW+xiSx6TMqrd6PdedGu15GQsn4ANwPpVLUtL0uaJpbGARTJ8xSNiUkHcYPQjrWhHrd1qoZY1is44pdpSFc7/qTniondrXX4IHPm+aeTgKBntitoylcabOYg0m7FrLOikMn8IbnH0qkkLu+TuHGSzLXqepada2tjvSIb2O3Oeh9a58KJWNvIN0a5+U9CK09s10HznGLJwQSFDd9tKkEZc5cYI4BHetbVdKhtLYTQswCtjaeePrWQ0rJMI/lY7sZKitYzUldFp3I18yzmDgqSDng5Fb9nqEN6nlSgCQ8Yboe/X61esIbe8i2vbRADaPuDuAf61BdaVbEDy18stz8vT8qxlUi3aSIbXUryWhspjJB93GCnYj1pjPHJIAg3OPmHqKIJX8w27neqngnqKc6JG3mAHL5LAHGcVVrASxjdhnICjtniia702IMrxxuwHAVc81kXF1JPkZ2oDwopoVU3YHBHNPkT3GkhbqS3kkV4F2qeoHT/AD/hU1o5gg8/sl1E+PXAb+lVT+6QADPzY5qy3/IMT0ebP5cf1rZKyKEmgTzZBb3GZd5HlSLtJ57Hof0pyWc5gMjxgxYwW5IQ+/dfxqHU2AvpQq4y+7r61veGLu4uboRK6I/TeyB8jvkH1/L2qZtpXBjwk2j21kCzyLMWEydcHIwvqCAVP1PtWpZWM0ksMUTxmynkCQyAZYSFuQ6/3gRyOmMGtFp1nEti1tAwCmaQyJuDHPYZ+Xpng0mjzxy6bdTRW0cOGLkLnOcYJB7HDHmuR1utiU3cx73UbCG5PnLMJGG5hGxUfkOO2fxorM8T3yx6pGpgyxt43ZlfG4sNx7f7WPworZXaL5j/2Q==", "path": "/data/wangnn/datasets/waterbrids/waterbird/130.Tree_Sparrow/Tree_Sparrow_0086_123751.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 7605, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/130.Tree_Sparrow/Tree_Sparrow_0086_123751.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/130.Tree_Sparrow/Tree_Sparrow_0086_123751.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/088.Western_Meadowlark/Western_Meadowlark_0024_78432.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 5112, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/088.Western_Meadowlark/Western_Meadowlark_0024_78432.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/088.Western_Meadowlark/Western_Meadowlark_0024_78432.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/154.Red_eyed_Vireo/Red_Eyed_Vireo_0062_157324.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 9012, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/154.Red_eyed_Vireo/Red_Eyed_Vireo_0062_157324.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/154.Red_eyed_Vireo/Red_Eyed_Vireo_0062_157324.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/030.Fish_Crow/Fish_Crow_0070_25504.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 1680, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/030.Fish_Crow/Fish_Crow_0070_25504.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/030.Fish_Crow/Fish_Crow_0070_25504.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/185.Bohemian_Waxwing/Bohemian_Waxwing_0022_177642.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10867, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/185.Bohemian_Waxwing/Bohemian_Waxwing_0022_177642.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/185.Bohemian_Waxwing/Bohemian_Waxwing_0022_177642.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/057.Rose_breasted_Grosbeak/Rose_Breasted_Grosbeak_0095_39178.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 3277, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/057.Rose_breasted_Grosbeak/Rose_Breasted_Grosbeak_0095_39178.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/057.Rose_breasted_Grosbeak/Rose_Breasted_Grosbeak_0095_39178.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0068_795590.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 2080, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0068_795590.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0068_795590.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/084.Red_legged_Kittiwake/Red_Legged_Kittiwake_0030_73818.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 4897, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/084.Red_legged_Kittiwake/Red_Legged_Kittiwake_0030_73818.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/084.Red_legged_Kittiwake/Red_Legged_Kittiwake_0030_73818.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0004_795623.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 2106, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0004_795623.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0004_795623.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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GeG5OMelc6lqbqFY0Mm/dhic4HeungFxGVihBvIVjCxxuo2qOhOOK5K0o2t1CKdyXWrrVtItoNQubdrkODITDwAhxg+n4j2rkLzxPbXTGQROryk7g77uvU57Zz09q6eXy5oTp6yywSwN1ib5Wj4IQA8jv0zWJP4fsLRbgalbvHcO2THv2lATnJFVRdJL3ty733Mk30MrIiGTzFIEYj6Zz79B0H4Vr2ehX9wHtxIqhVMuInDk8dABz/wDqNZ9vZRxSN5SY8v5AZDgKD0JOOf51YtJZ7OV5EuBG0ZKtGGKuwI7e1azl/IRe2xHAs9m05t5FDcedGWGGIPoe4+lP8sOAjR5LqQNrDls4PT3/AP11JbRCadvtMRjhcI7TDrHnHUdyew75Fac3hq5n0+KfzhGAxWO0Aw6nqTgVM5bOQr3Ma6jksvsqzTvHKT5p+bcODtzj6CtSy0+5tbV2gVpEmYhSq4BDc45wRnHSqjRXMj219dRsY0CqkgORgHoW6g+xGa0L+SSGfyAphaBNzHdgOx6jHsDj8KzqOVkkK3VmfqEt3bXPkX0eYnIDNOocDHzbQT+Wao2d2IFZMeZdycL5cjKqDPDHB5OOMfStS5h/teygjy0jQq0ioxC7h3wQOelZMVvJay3unXMQRoozdKXYABSA2c454xiuilZ07dS1qiO7WBB5IMm8Hhi5IHtj0rQ0yWAaPJFNI3miZWSCNQMjHOfTj86qpbPMDZfZJobiVfOdTHz5YXcMA9B1JP09KrW/nQwTTJE84Ur5jsv3Sex988U2ny2B32Z0iyXLahHa6lLEVDrCsDhmBVs4JwOik/nWNf20FkGUTmSZSQWeIqD2ABJ9Oa0JNSEyRi2lHmNFHuHk7QH5yE7lcYH1rMnuLl223bs8gKhT94Y6AZ796hJp6kanoHgS3Wb4X+JJQAWUumCPWMVufFrEHw/0OA8MPKUD6R1S+HEIPw28QoQQTckEN/uDil+OLTLa6TbiY+SxJ2beQQBjBrFNOq0+6OtfCeU7Zfs+8Rbtpxs7Djjn9a9v8fxvN8INOfqUgt3b/vkCvDILyWGJYZQnlAkscdu+MdT/AEr2n4hLO/wp025hu544nhgDQo3yspUcetbSTtqZ01Znk1m6SqyGMyykhQCwPGe3pXWWGnx6J4e1W7tlVbu72abGGG4Df80jfgo4rAtNDm/0fylMs0wHlqgyWJA7+vtXbtpmjudO8OTa9HbatZTFp43iZo2lkUAAOOMjgVEbuTlDoJLucONOu2dIRPcXn2aeRDHEwclV5BB7rggZ9xXTxWlpAYdRhVpbiMhltlH7raV24JJzvAPJ6ZHAqpNNbaXq9+sKRTPCyQqInIjleMYYnGP4iw/CsfSNTmku9TmCgiRjK0DLuwufm28cFf1FKpzSTcd1uWmdmmsyWk2rz2EotIcKohIChDtxnHfr29M1yei29pZ6bcapfWv2yNZjH5QyV3H09DnvyOKjgvW1lbXTbbJvbqViXcjbEgzk9QMDOefpWrdaVJ9j+yRahBbwQQ42PIA0z+rDseSfYUlDk0e8mEn2Kn/CRI8d41hZCGWSMRSy7skIOoA/L8jnrWQSt4FeOUiSFPnUoBwAMNkHn6Y49607DwtfweYbiWOCLYWXZLvXAbBDEfT27V1SLpEcUkdxBbwBQAZAgYDI44IyAenfvVSkk7LUSi3uJ43tvK+H/hGCM+aRsVSvRvlNc+dLtNNSJ57U3t+AGjshlY1GflaVh1z2Ufie1df8QPJj8M+EVhjIi85NkaZJxt4A71BoumyQyPGY5LPUbkDbFNlo406FsZ6DI56k/Ws4pqN0VUV7HMT6hdyWxcyN9oYFRIqheSSWYY9MsF9Mk1mXVnHa+LLG2mmleKGEtJlsEOFLED0GSPrya37m/sNNkmhCyzzKrJGU/j5C546YwcD6Vyl+jyajB5sweTPmMxHJ3dP5fhRRjNN3VkZpaiasbm21Ob7TJGo2oWKLgklQR/OoLe7EliVadwikCHcQ21sjP4YzVOeO71G5luZyz/MoZiOM8AD+QqWGwEEM082TDG3z+WN2wE43Y/HpXTyx5Uuom5XH2F2bZI5FkCNbMxGOGI6g/XNdd4Zmnv769t9Vmd2vihSQ4ZmJycKxHAIOOK4cfuT5iq0iSMfLkK8H3Irc+3pLplvEbgCS3Qojp8pTB3rg/WpqrstxR2ep7f8AD22mt9F1RJFP/H0drDow2AcZ59B+FeJ60sQ8WasZZJEWN5XURrksw5VfbJ79q9l+F+tS63oF888ZjljdFfB4dtn3h6Z9PWvK57B734h39qHKF5ypcdVBZQSPzrONqauzVJyjY5f7TJHaRXuHVmmJ37sE8fNzXS+Dbk2lxd60kUDrbW8iSRv1IdgPx4qlfD7VfpollApUCRJFxndIWwGHp0B9s1Ho8n2TS7pm8qVmXy8g5GCDkfUYqpSvC/8AViIfEZkCLqniBY2lEccrhTIWxtB7Z6Z+tb2qJpul3txcASSKuFtQ67cxjgNkdScVy0cRLyyKgKIV3enJx/Wp0miNjcW9xvkkXHlEucqB3x3AXPHvVygpJJBL4rkVjNLquvwRSAkSzgbPTPA/Cuzt7G11X4jObqMS2tlBLdSo3QiJCQD+O2snwbYW83jKKWE5igge4bPbAwPzJFVW12TT9R1kxYBv4XtjIc5VCwLBcfxEDHPrU/FXSjpaP6mkfgM+G9lsJrW9VE83bk7gGzu5yB0BGa6PU4HbQpdSsYCLct9nn3NuOCAQ36fnVG68Ppaa09rLOs0S7vut8wBUFQfRvmUVfb7VLpfkXLSJZxZhuPJIdn24OFUgAkZGOc4zRVs5K26ZCWupa8D6DZ6lCY18qe8YlyCuAmBkZYt0HXAXn1FavirwtfvqmnXUcJnW4HlwmSXhsHJBH8KnOB689Kx9F017LTYtXtI5rW33KRNzvCkkEgZ5OByOhrs9RS9sPCNxdS3yyWCzf6H5jB5FRzwxx6KeB05OawlL35SWr2I5X0PKNd1i8n8RzteTruZxG6RgiMYGBge3Y1W05ZYb+KdCNuTy3CnI6VAbePVdVYyXBR7i4ba7jAwehPbqRXQy6bbnw09xLbyWS2jBJpt7Hz5SDhFUdBxnNd/uxSiJbHLxrIZmaI4MkvyPkgLjJzmrl3YK8gVZGcsu5sKfvHqKtaLvja1KlN8aSSxKybtzsQBgfhW3oelzeRcFXRvKaZme4OdqrngDoSTWdWryu/Ya1Ou+CNyllpniKe4kSO3jZCWc4A4JNee+K9WTU/ENzdW7LKJJcoOxHvXoHwe06O80TxDHPGrxSlEwwzyVNec6ppX2TW57VFAeORgPwrBSg8Q77o6WmqZY0PUpdLh1ERoDLc2/kBv7oJ5I75xkfjVuC9WHw29qD/pE+V5wSq9Wx6ZOOvvS6REGka3ELkqPMyT3VfSs6O2FpbTTSkZZNy85yM0NqTa9DHlbSM7UroXZzPGgaOBIoUQccdPz5J+tVy1kmjMm1vtYYduOvT8qWMC5vYRM6LvfLseAoz+lOeze2kukkRlUkOm4dVOcH6Gu5NJWZKWpRt4Sy+ZjgHrV2yt1ijuLyZl2x/KvPVj6VWtmyJCVJDEKuO1SyIFWOJn2oTuPHSid72DcoM2XYkck5orRivBbJ5fkxMM5BZeSDRV3Fc2NDsbXUhNd3trPKRyCrYXHb361six0+2jSaN2fcdhiZgGUD0FTaRqYuYry5iZz5WFEmMbUJzvPYDJ4HXOfSqZsJpW8mPa7IWJZOWA9vXNeZVnL2ju7IHfZFnSpcLLBZv8AZraNTJKz8+mDn1JHApwnuLuZYFZhJMyLGIukgHcnPHPNLZ+H7v7Pc3s0bfZYsAqX2mQ4PQHrjmsue4u4ZYthZVjYlQq4x9KzspSbTFbQ6HEcMqNK8cht5NjSgckZJ5I4xxjNS6tewz3r3bWaXbzDYfKlLBCMYIPcdOvfNVJ9RgOnQQ2SlftEiyTyDG5wAMqc9CpLfWsa61aXTWKWYb5W/ds5AG0eoPU+1KFKTl5h1sRammbmVycKrbhk43EYB/rS2V9ZwJI8sgd3AGG+Y7R2FVPtsAgjuJ4WvrmVjjn5FPXGPWq6XN2xj8mw8uOaQlCAcYz0XPp713Kk+W0h2Nq9b+1AnySQ28eZAoY5mc8A+2AOvtVmGe/hSWKL9/m32uOTszjkkZ5rNluGSZpHgaWXgKGP0wT61fk1a+uNFMFtGbewB8yVFA+eQDk5Az746CsGr+hnJ3ZDI+pCKRLtWhWPcggZMMhHzAHPbnNVJL4vbsu5py5wxbjOOep5p1yb+e+N1qLSSSTR5LyEAtlflJzx6c1HpVtJJeBWhcxRYNyoGMD/ABq3Fati1LVreva2ge3kdFVcPs45PPOfTmpZ4pLvUFntmZvMiVJlQ7vMUEnDEnnkD8qsR2qXKzbEuEmlQ+WpwImIP+fzrOtYJYiAjKSFLtH/ABDHp7VEZrdDTaVjWvryS/19USRrqVlMTy3KBnOOuOnbgZqK20y4tligu1iW1luR80hwU56e2QCBWUb27k1OSWBQ7NufftznoCMdCOlXbvUoJdElSWCL7bLnfNnLMxOAWJPPXoOBgVai9EWtdxClrazyqY7iNZFDWjSnBa33EBwfw/8ArVBI0U2Vj+6XAwQOR/T/AOvW1460i20+5t7aLVjd2FlHHGkfmBzDGSNyr3bBy3PAqrbWOlWmpTwWlytzCQSrlTtCjnqOpxxkcZ4q63LuimeifDsiPwNqUcaLI0t5hsv97hRx/ntVP43yGK80VgASjMwB6HBHWp/BdrG+jTLACmzUYGIVsqcqP0xVP45PjU9JAAJCOQD35FcUJ81VX/rc2XwXR5rLcnUy4LKjszExRR7QoxyRjr0/D8a9g8amM/BTS/KB8vyLfbk9scV4ejPbxecsmJmyjDkHpzz79K9w8Ytu+CmmEqFzBb8AcDiuuqrLTuiKe5yia9HpWnQWWi4k1aeJGnuI8MlqrKBtTPWU9/8A61VP+Ee1W2hS4jhlkFwDI74+fOfvE4yO2fXNZvhxi9rFbR2cZut7TxyZ2luB949gFBwffpXZQ6kU01EW4cTeaEmdmx5fOOR+H8uayqcyXLDRDikzn30swfIqSAZDYc4Rf8f/AK9cvqTT2WsReVJ5Ukh+QZwEZjyc12eo3d1HH5cd5cXK7thk2kxj1GQP881yXiLTpmvbETK4R85B/g570sKp+012YSVi94cis7K8uY70RLOPnNzGrsAOOAF5C55zWw8UGr3FqjXQjeQFWlUDzCT/ABnPoBiuVt3hlMTSXkqrkW7bAc7enABGcZBxWppx8vXLC4SUxxM6DLDb5ybvmwAM4GAf/r5raUG53W4XNnSL22t9O1Cwt5dlulwyN5aYGOPlBbJxkZzx1qp4gmsre0fyhMjHAK56/jnjj0qcxXGl+K9XSGSKJmVZTGsnck8cdT7e3tQuqHU0aG+SO5hjcbopskOTx8pAyrDp6evSsZ02q3NfQWu1y74v+0TeAPBt5FNJuQRbY2Py7gOD+lXpNfurmCdLaSGTULvEdzKdqOD08sLjhR0Cg5PUk1Y+INo1p4E0C3iTY8M6RhWYEq3PBIwDg9+K5kQXNzdWc8yxSEx5ljgPLkHBGR0bOMc9xilCrNR30uzSpFaMrXl3qOqy3EBuAs0SrA0hQIoWME5LjtktwOuBWT4csJbrW7eeWWMxpMiOHzlwSORn1zjjua63WtUi8Owx2lvHFLdOPMcbQUjTPTb054GTyevcVe0C4XxDe2UsmiWNuqTITdW+Y2MgO75VGQ3r2471Ua/NTbasnt5mMZJyOEvLeYTNYxN5duJTvDdyGPcdB0qzfWNxZ6FHGwRI5pRhgpHnKBjOPb+tdYLKwsbS51N0DhZZFaSfHBDMDsX09CcHPfiuGe0FhqLW92XMYUPG6vn5TyPbuKmNbndo9PxFPRsoSxz2w2fNApB/dkfK2eOMdKi+yXUaB5LRhABvLwtuIHq3fHPU+tdCbYrdqsVzCONqmUhQwGOCOi8ZOc9BUF3PMJbi4humDzFi4iBXIPZV7dzXXGbaTsQerfBiB4NC1Vi6ukkysrg8H5SMVyVql6fi3qMdj5K3WJmjMyFgCE3AgDqeOO1bvwfuYdJ0HVp7lHSN7hBtVScYQ5OO2az9P1jSLz4z6feaZLK5mkaKRWiKgEowyDnmsJRlr1OmO10c2baTRNV1yC5QS3NnZk+eWwfMYpjH4tx9DTNQ0z+zdIjyB+/AmHAGNygkcfjVn4kDyPHWrxscRTpE7r/ewoI/UZqLWbx7nwzYSNtIWLy1Izyq8ZOe9ZNuUYNdd/uJikpM5/SLK+1GO8s7IKd6eZJkgEIvXJPbpVOWzknugLa2kJwMIDksf8Ku6bey2NhP5MwjkmG0HA4B4I3duOK1ra8iu4otJs5FQEf6XeP8m5f7v+zHx9T+lbucou62MG22bHg7RL7T9B17W7xFUtbqkTq6sGBJJxg9sAViadpFld6Jp800rC9vdZEMKhMkoANzepwWHFdvqWqQWXwmmEIIW8laOEsMFkB27sds4JA7DFc5dR23huHwleXsvliOymuIURTuMxbIJ+vAz7VhRblOU5bv9EdSVopFPVYWbWdQNvLFcyNM09zlgFbnITPGcADIHf6VmX+pzWXlRxOYJ40XzHWYSKzYwcY74wD16VUv7yKPUWm08lY4m8zMq72ds5y2eD1xVj7XpUvgm5V7Mx6qGLrcMOJlL8hewxxx6Vvy2s2r3JvcIdTRookleSZA+4ZXIPr14zmutvrvw/H4N026e4N5q8nEtrvID4J2hx04AUeuOO9chpzTtJaiGG0hECBvtEqgAgjPU8E81f1GySx1K3mnhJ/d7kgcbcgLndjqFJyQDzj61MoRUjJybuYwhF1q7CcnBBZzHGDl2OcAdBz+Vej6rYWj+D7eyecSmSGe9aKJiNzLhVG7pgEc/SuPso4b+KFopsTFwJg3yhieTjHXqR7YrcvdTkg1Jr65aKONIfs8EEZBBUMOBjoMjHvWVacuZW3RUbWscEUk0fVbeIsRIEUPtYZG4ccngdR9KutrUis0HlqjAeWVAxjJyxPqc8VBqk0uqWt1qUpJuDckuMAcEDn86nhiubmK41FWSbJJly6716cleo5rsfLKN5/0yEj1b4dodF8IajOJY2E8qsjr0A29/pXmWpSPc6/OxQyu8jE7erD2rsPD2pmbwJcRRrhxN8+3pwo5riYJ4V1NZJn2qSTkgsB9VH3vYdK8zDc0q9Ry6aHdUsqSNON1it9RFtLsjjgCBlHMmWAwD7knJ9BWRo9nLqcsVqqySGUttRSMswyQMngDIGT6Cun8HaXHr+v38DTP5UFu0pGODjhM/jz+FZ3w7tUv/GGnWbgnb5z8HuFbFdi92Mn21Oa7djmF0928p3mhjE0rJliTsC4+Ygdv54rXmsLq/tNW1E3Ul1siVzLIMMw3BBx/SpPF8VrpviKazgBUQJHEqtk44y3P+etd9oscH/CKXDyQqBHoyNygG4mVyD79BWrqu0X3Fbc8ds7YySSRMDhEYt7Y70FGa2xITlW4zzmrcN28FxPIm0vKrL8wz16/5966N5YLjwNapIITOmoTM4GFZVKjAH1JJ/CtJTad2uwkjjGHnHce3yjPoKK07PT4jbhpiwcknhM0VbqIgl0ffb6veWm6TYFkTy1bG8qSAD9Ov4V3Frpc6adcxbI1mhVczh9oYHkKPU4rzzS9UFneS3c/mF3JORzkk5NbJ1zUtTvQ+n2c01xnz3wu7kdTtX+EdOe1c2JoznPTYp6HQDUlhg8qMhvlDOzKchxnO098gfrVBtRW4kaO4JK4LBivOT/jxWXa2eq3k0puElDl1ldNhG1Gzk7e2ePwq9GhltLqUwlI4SAJOWLYOATXPKhGD0epFnsYzw30t5IsNx+7WVmRmOwZyOfyApJLFG1KJb64diT+8Ixjb0BUnqMV0EkDThUnhjHmx/I+3OecZ+tUruKIGNlZlkhXAYSAlQeDj26keldNOvcszZRBFcOtmX+y5GJdu1uOpB/Or1s5ETw3DOyxoNsmN21B2x265qINaoiktI+M4XjC5H+PPHetGFYLG1tpoI7eWSaERyrMmfLYEHIPvjmqlZohsqXMdxDClx5DTQf89/KKoQDxg1rRXlpMLbT7CZEjbc0vyHOeuOep9/Sq9/frJpxa2Z1OcSITlNxznYDzjHrWVo06W2qrOzlIVyo9j2Jz2BwfwxWPLzRd0S5W2Ors3gjQLJbQyRy3GJGlclFVQDj0yQDx/wDWpdRvrKe7v0s/ssP2qBSsdvIVhUjBHB/ix0+tIdS+z6DeWlxqDPJNdo8aog3jAB3MMfdOc5HQiudS6tLnfg/6TDEEwEGGwcA4A7g898mojB2ErtE8viIygQyLInkqqy25f/WkDDMOynIHFQSXUMsfnkkssYB87+IZxgY//XVd44jNHBPEm1SQDGNr/N2JP9au2Gl2kNhJNdGSWxDKGEYAk3YJAUngc459M1q4015B6DoooSsb2UjNKnJdmO0r9D0A9KqX9pvmmxAGAmUtHnkDcMgfU8fjVyGWyW0O43AuCX3l33AjGAAB9KdqxjjtgnkOsaFSH8sxlsjKs2Tnn9aiLaqDT1NHUdRt4Lq9t7azWysXLZjcZ2NjlfXPbFc9CHRQIbzdPDGI4wEwChzuUn16YrV1BNOumgubS3LxXMSu0SqygSAYIwxPQ5ye/WsiSMWOoGH5uUDAspUMO4/+vWibV0i25WPYfhLb+Zo2owvHseK7iLc53EL1/Gsf42kNr2mqe0LE5+tbnwZmZ7fWoH+UpNEQmcgAqcVzXxplU+KbVW6Jb5PPua50v3i/robL4Tz+609BYJduwWOQhVbd/Fj09O31FeweL02/BPSlznFvbjI78V5YdQ0ya3ntUjeGIRs1u5OSrcEAjvg5x/vHrXqvi5CvwW0odQttbnj6CtaukV6iprU8osnhgufLjukfOCATt+YDOM9q1bPUooJBumkIY/voygOc4PyjvkDvT08FW15Yx3TT/ZovJUvc7hwed2FPLdQAOOlYLTaz4bc3LRJME+USbdpCj+8PvDPBzWvJCp8O5KumdF/a19FaTRx7EtIm3S+WQAzODkH3weK42+1a4vbk7Gcnb5cSkYwOfTv1NW9X8ULrEKiG0S33HMyI2Q3pz6AnjvkmtbwtommPC9zqV8y3UgKiFV5TPTJ9T6fh61UYqjHnluU25OyMiDTZYrTzI2aYqN67FOWx1bp0GK7TwxcW0MMsdxC0RlYqjyAAxqR1z1PGST0HFU7nSb9ki8mFow0bCQKTlEyQBg9Tjt2qt4XvryaQ3DPAslpaNlp2GHXIjA54zjd+VZXlVHsLquoQ3urX7W07I6Ov744RyRknLL1GTxWb/ajaQ4u1hiZ5dyRq8rEIR/GRnBIz371n2l7IsLjymeW4kDBhg55//V17UlzdD7XKDGZFVREVRc4I649M9vatuS0m3sRfU9F8SMJ/g74emjd5gJFO9uGY5bOfcmqOja3YadFawXcjxQlNyQJhipIO6Vie/BCqOmRxV/VDHcfAzSnjgWFEmACAY24kYVwVsNNw1tNcPnGwucgHnoMcqO2a44RjKMoy7s1qvSJf1q0vbnxKy2gVftirLbh22nyWGVYk8Y2jJJPrXXwvFZldPtpA8tlCjxeVyjjejPIT1yx4A7Ac+lcPq2i30uqNbxSNJFpdkkkpLkmJMhVUE9cZGMVr2V69pq298zLcW0Nux5k5+8cEc8HHT8a1rUl7NKPRGCSQ/ULxxd3GkyRYi+0O+0fLlcn5fYUmnaND5cM808TWtwVQlewPGCfUHg49Kh8SO9nr2sXKqflfKSEcFiM4/I9Ks21lFB4E0uLVrt4pt00sFvERudJdpUN6HK5x7jNcrjane9r2++xm48smZk+jRQeI7exuZJBao7PK4fduC4wg/Hqf8KqXMsdrJ5ke57feWUk7WB69PTFbeoafbR25N1cyC3tgtx9oh4LK45AyfvbwVx689K5m4vk1G5jg0uxdY1AwhYu2PUmuqk5SSvrb+rl1Ek7Hr3wdeK50nWsA/wCsjJVh0O01x1mVsfjFb7cKi6io46DJx/Wun+DQuBpPiIeW0cu6PZvHB4auI1mV7b4kPNuCGO+jbdj7vzDn8OtZJv2som6Voo0/jFAI/HasSqLLbxks3QckZqhrlr9i8KadESCfJByOhzz/AFrV+NNrI/iPTW8xZWnt9qvGMbvn69x3pnxIhNja2tp3jjSP8hinFfu6aE/ibOGWZ3trazjtxuDl2fGS24DAPsBnH1NR2cRTVZFlkRRDGz4zlWOOKppKxky7lATyuav6FYLqHinTbSNVcTXUasAeg3c128tkzCL94774gMbDw9oOidZUgRmyOc7cn9TVfxrsW80nQJ4nlkj0i3DsqkydTI4X3YhRntTfH0V1qPxGttONw0v76ONcqMgMQMcVp3GmjxL8Vdeja4mS0to/LkKHLeUm0Mqn+HJ9PeuOk1Sje/d/idT95nnEt48mnSiKNES52q2BwoB4AzS3uqD+wLjSTGuFuBJGyjG3AwR+NOvIoP8ATIY+FWVzGB2APA/Kq2oWsB0aC+hPzyTMkq5zt4GPz5rpXK7X7mCT5mWLfWL2JhFJIJ4xEAkf8IwvAwO+MjPvXq/iu0ttB0fR/wCzbKP7TqlrJ5zvl3O9FGAx574Fea20Wm21qhljW5dxlSoxzjByeor134hWxkn0BFkEHlWpCHcFwxUADJ6cAnPt64rOtZ2Yo7M8+EN5FrNtZaXCFzKY8xgEh0GCgb3J5P1Irmrqd5Z44zI0ku4r8rdMZ5+np9K0by9n0R5BbT7iLVo4JE6KzkBn4PDbcjPbAFckiEupJyxwuBwV7cVdKkt2QmzorKzj1K7FmGdzKMf7rnq304qpDazS3klsJdgjV2KKepAyfw4rX8Fm0HjaziuZHS237WdX24BBHXt2/Kr/AIS8PPqHjm7skxJZMLqNXcZL5RguG/KpT5W030uapJxT8ze+HMUR8Fa1PMMqHKjPrtrzu6jM17HFG6xsWJDHqK9NTTLrwr4W1bS4FZh9q/eSbcjbsXH9a80u1tngPnISwfggf1rjwjTxFScerOqt/CSPRPhfbyadD4haeHeUtI3xAA74JP8ALHSsf4ORCX4kqwyY0gndSRj2/rXQfBKGB5fEPlzO6G3VfLfkgZPfvWT8HHhtPGt5PN+7jitHUuemTIAM12ztGMmc61sjlPiMpuPH2smMkstwcKB6KK9E0pBN4YtrOIkPN4egBz6+Y9eYeJLySbxbrEoYNvupPmx0w3GK9U06wuxHbLGx/wCReglRv+BHI/WlWdoxX9bCj1PH1gRdSWGdyoWTa2MZ6+/Feh6jZadYRaXbXavNDLYy3YCLk7pG649cbeorgLh0XVZDcJvPmZKZxu55Ga7H4r3t0vjI28cgRTYQQssY2/KQG2/TOKqcPaW1sT3MvU0j0rUJbSG6ESpg7WO4nIBzmiuZuzLdSq1w4Z0RYxvODtUYA/IUUKhpqyLlrw3pVnf6uItQnKwJH5pSL78h7IPTrye1es21vbeHZIYbSG2j2x/OhGRICejEctg4GPbNeWNqL6T4nme2RAPMMbcfwhhux6Z212Ft4pN5JLNbWcBuohJcRGZshVOQcf3jls7QOMVhjqVapNcr0NDob42b6/NcSO9va3jrJdExcHYOV3Z4Gf05qWWzjuPCt7YWGqQpC9xIzCOHBmj+X5STzkEjHtXCNrMt/btG9yzQQQxl43xlmbAY57nIGfpVix8VXtvZvbWMAuZrlxOzSNglkXjb+H9KwVCtHbch7lmezn07R9kUyzyQKRHKMqAAfQ9+p/KuTgG9ZJpQS2CB82RjHX2610+saxb32lefaR7opwMucBhJ/Fkdu/HpiuSVH8iQGTAHY9z2A962oKST597g3bYaoJkEm0k9uwrT0ieKa+hiuY5ZYIi2YFbDAew79qzWlICpuCkHOT0HvWnoTadd362+p2c00kwxbPHOIWRuv3q6baakx1Zq6hBpdppzeUkzvK5KSspjZF6EYPB+vbFZiaJLcXUCQq7RzDMbkYydu4/1/Kta7t77QR/ptuZbWVWaOWUB3iI42NzyOQc981Y8KzT6tMkNxOsdqsbIkIjyQCOo/EYzXK+aEW0y3FN2OZmlNkz2+9WSQjczDcVK5GA3UdT0qXRktLOCW8ZZHmf92ECjaqdSxz1PAxitzxJaWwuPOjbc2d23ZtCn0wfwrE1aZLa1SCzP2mNwG37CGzjLLj25ye+M1dOp7WNl1J1WiIZ5o7jzmSbdJy6q44LeprfutVtjamHThiIFJFjCbnkCp95sjG3d1B65rnLSKabRXup2VVPyAOBhsgnj8K6j4eaG+ovJe3cpZZFMSKCcsgX5+e3GBWk4JRu+gnHS5l3c11Oi3S2wi+0KyBYov3bFev49TVMrPNapbsPOnmIKrgtKR7eoFeqX9vpemWVihtVmhVpFUrcbADgYbjlsA/z61xIRrzW1tLQqjABYgGxsXdzg9TwT1+tRTd+hap2OewbORLKRpDJFI2R93ac4Pv1/rVuWyFvqdvJd3ihopAHhck5BHIz0FTeI7O80zxTqNvfgSyCYYkI2+YD/ABfkM/Wq17BGtuZUWWQxOqBwM/Ie/wBeQM+/tXTbW5aPVPgwsa33iF4v9SWiCnHBxnP5ZxXK/F66Sfxonk4lZIQrRsh4Oc8/UGuv+DdutvFqG1ciVUcyD7r5J6fpXE/FrEXje6YEjdCgOPp0rmunWRfQ4yO1fdFMwaOMvgsy5EfOePXr0Ne1ePZbm2+F2nxWqQPaPbwxkuG3AbRgivGrTVri3sn8xYzGVKJEUBYsR3OOwr2nxpEP+FN6arZJW3t+/wDsirrtpK4oHiT3vkzQrcNIFeBdjNypK9h7dOaZqV1AQ7q8kt48RBUN5gVT/eY9SK2rjSNPv2D3NyVxbqSgBVQ23HXkDn+dc7qOmzaJOhSSO5gkXepTPT0I49RXRSlCW25DTK2nRPEwmCBvKYMdwyD6cd67DSbqP7FPcuqQTxgFEyS80hPJBPpxxWTpbw6hEEto0imRMtubIZyxG4+gUH8OtV724uLe4MLMT9nJiG08g55P1Jqaic3YlysalvrN1Enlm6dt8hDEyHLAkE5q1HFbaV4Xv4p9y3t9KzRLvzlASAx9P64rkszSncCWJbaCe7H+tJGZXZmKM+zhj1x+PaqjTsSps15xaWk6PZSpII0A+dM5cjqD+P6VRt7t7cMXZV8w5GCePegWzbB5qsdwDqV4BB6UgtfMQF5GBGeAKajzaEubPU7hll+B0McZBK3BI56jzDz+teWm2uVnMjREHoCwxn1r0rTYJb34aRtb3TW4tZmjIONj8g4Ydxlq5sPELsQXqfZZ1+8CMq47Ff8ACtaGDglJqXUVSpJpKxi6VZ3El+5mdhbhDLcujn/VpyQfrgAe5FbOnWlzc3UV3K23ZG1zsX5ViVRkIuOgAx09a3rXRoZ4XitZ4HimYG4fkMQD0x6d/c49KtXWl3zabq/lLCLi5Vba3w+AkWSWJzjk/wBfascVhqlvc2Ji29CTxFbx6rpU0M0yWzzm3uWuT0AeOPcD6k/wgf3Tnis6SfRY9R3yX3mRwRHyYoYycIg+XL9McdB3qTxJaajdLp0IiVhCLWN1XGxSIgo7/NyTz6CsS5tNTsrrUJ5NMcI+9UaNVKqp4OQCcAg/rXnezdrdr/mdMo3d7FO98QDWrXyLpWkjicEKGbPJzyf8AOtV/Iury28jS5IkAfb9jhQozkf7R++fxz7VVi0zVbQwrPpt5HGXAy8LYPr0FaTWd1b3+pQRwsLESRTbzwV2MPmX35IrrcYwfLH1EuZ7o9R+EFq9lBrNvKcuoiz+IavN/G2xPGeolzhPNG4j0OM16x8OIYY73X1glaVQyKXY5yw3Z5+teV+Pkx4z1JQOCwx+VcNCTlNyZr9gs3Xhi60Txpo2lyzPc2T3UUlpLnKyRsy8j09CP8a1PjLozWWq28y3MzLcbjtZsgEH/wCvXWGCG/vPh5cW8YSJ5Q5jHRcR7iB6DK9KwfjZcbtd0+EEfJCzfmf/AK1b0pyklL1CStc8ieyaMqVfzsnGB0575ruPhdpxfxrZllDG1SSc4PHyrgZ/E1xv2uCU7GDMx6Fj1PoMV678J4lFtr2p5YiC3WIFgBg4LH+QrbE1JKkzmpq80Y2iyf238ZPtcxOy2me4b0xEpP8AMCl8B3cdxrPiSfUFzaXVhNLOwYgjc4IHHc5qn4NkaG28W64w/wBVYSIjY/jlbaK1/DLw6R4Q1Gby1kuZrTzmfPIBkEUY/PcfwFc1S6ptLsv0Oi+px0mn29zaSvbMC8coVVduWj5y3PJ5Fc5fRy222BlKK5DFduM+h/I10Gs26vYzm0heG3SRY1EnD5OTgAdgozTPF2kXGnvplxMHCXMS7fMPI2gDH0relKzSb3v+BCje7JdPt4fLBu5AzSOqKqnkgkcfXp+dd98ZjLJq+n2oRfLhtS3D4J+YADH4V5xocMsuuWUfyPvuYxgcn74zxXdfGeUt4vjAwfKt1ypOOpJpSvzJEQ+FnmF/qMjRLBghEAUc/wA8Vnq7Kd+CD1Bxmt+exa7MUQRZN5Xy3JwTuOAvoOT3qDUNGktZmaJAIS7RhWcEqQcEfnnnpXVCcXoQja+GltHqHxC06GaLMbLMWz0/1bf411HwovJ28d/2eyK8VpHcFJC3KjPQD0zzVb4R6fPB4xaa4UExWszLzyDjr7jnFXfg5FHJ411K6wN62khzjn5nFc9VqUpW7G0fhXqd7qpWfwzrUgBBMrghhjkACvnjUkTBkFwI5QcBP7wzz+VfQ3is3svg6+/s1IizSNu3nnGece9fPSITdiS8jjKqcnL7e/SuPL6XJJu50VpXgkeofAoMk3iP5o3Ato8PG2QeWqH4WQmaHXWS0S4Pk7HRwQGDO3fvwDWx8Jru3uIfELxW9vGUgAzApAKksRzU/wAGoDF4X1e8CZd5QF98AnH5muqvLn930Modzwm9iVLu8TftdJGGHbk4J61694Z16w0vUBJdu5LaFbxsEQsWbOcY+mK8m1S2klvJZiuXlZ3I6YO45Br0f+yVtfEFiFfPmaLbyMjnkHA6Y+la1bNJEx0uziruSPUvHFtHDGRFPdom0rjhmFSfEHVZb7xxqV0iKyiXywp5+78o/lWzpllHJ8VtJtowzxi9WQheT8oLf0rjtXvA+vXbqXVGndsMMH7x7etaxS5lbsJ2UWR/a7e5Jku3kWU8YVARjt3ooigiKZaF3z0Kkf1FFXzRMh6vG009zI7Bic4Zfv8APIz2PvWlb2ZVFuEc7A2A4/unJKj34P60uj6NPq1ubdc/aSxBQ9cH+L6etdFpljcCxh024ihKzygyTuMeXLyOT12so9OCAe9RWnFaX1LTTRV1e1jsp5hDCskUsQdlRiNiN2+u7Bx1rOsbdpdFvIXJHkSho1XBXccDr+HT2rt1tFjkhLK7RskgRHAw4fgkE8ZGBjPvWPqXhqSO1eVHWCNpd7Kz/NnOOR69fpXHHExskDkcvbWphtXaeeOJcnYFGcc9vWnROwgYJE0icrkDg57n07VrXWkyG1NngboWJJZeoA9R1HGPxpmkS2tkkkjRStEQBuVSduexPpntTdRSTluRe5jypAiEyybWCjYwyRIcnkeg44pgFzMqoiblAwMdeowf1Fb2oo91BFaquUjkY4Q9iM/l39ql0jT103QbvUbuKOOa4QQ23mkja33iw+gxnPqK1pzTXMNRuUF1ia0iudNuoBJMI2iaUyb9mf7vbpx/KrtnftoWmLGoBuZU8xCo4ORkbiecD0rKuxpy+THYTSyDZmTzo9pL9Tjn7vp3qtLDPNMVLyfu84Q/wgcmiUYydraCu0zW1bVLe41CCOJXRJlLN5qYIY9ACCQRkday49VYyylkCokUmRGwUg42gjPfmqk8sABt2lYqjFUZeRgHIqjcbmkZIiWBwh9yT0raFKCeiKT6m/pcU3iS6h0q0jeK1iTzZWPzlVC/MR7nHA9q6TVbieaOGxt4JIILVBCqQAkF+clgO+P6VpeGbU6X4Slnso3jnjila4PlCRJsYGHPY5JA24I9655rtl1oTy+bBKzu7qkhwAoK8Y9eh9ueairG70E3c2tU1dFjWPTo0e2R/s9oroQ0YIG7hsjOd1UdJ0LULnWrOeK0nmg81UabbtXAYA892wD1469akvNU1H/RrBzGlsEZwrsCrLIRnJPoOOOoFWpfGd9J4gspFV4bEDy7VEjwGUkDeV/iB7Dt1qFzXskaLVasPiBGYdb1MSlZrpZ8Kz4wu07kAA6fKAOffOc1havOfsMd2isJABnB2eYCAcAY6A966vx3PFD4s1H92he4jiwrDOGwQMe46/8A664e91X7Q8n2UuIBJyWB5PQYHbIHQfjWzV2i2eofBy5nl1i8WUFFazVhFjAUhgOBWP421A2XxQubjarKkQRgwBGCvv8Azq78GLnzPEM+4kbrAjbnjIkHOPpjmsXx9dC3+IepN5ayuyCNAwBAYgAE5rkcf3o+hzosLCLSG1G4uJLae4bcqxoSIhuzgcn5uOM9evFeueLSbz4OWVwHOGt4HPO7Ix6n+deM6hfyXbmIzu0G8lhkFW5xkDr24r2jW1A+CFmoOQtnCAfyp4j4VcUXroeKQa40MhSWFJkKBQfuFO2cqOfoaqajq7XtnFbiBEe2YqGiXG9ehyevPWptW0drOSylXBivIlwc4A3gHP556+h9Ky/KZJgCRgEhsH0611QhHSSIbZNo1xYxzIb6NntAwEip8shU9VDDqPqK9A0yz8KeK7mYsk9tc28HAeYEMRnaSOrAAYPsBXnQsoTIJC5RXJbZjIUf1NdB4dlh01ppIZxDdOrRR3EqYWFSASw65Y4Ix2zmqnZy5iE1ezMy4tbiG4tJ5EVISAYCOVIB55B65613Xg2w0wJLp9zCXvEiMtwjgtGwfB3HHRlHHJ7n0qTw+tpe3t5KlzFcrBcpOskXETd2LRFeAcAZ+tb9nJZi3W6sNLhGoyOUuyj7jG3XaXPVepzyelXTcpS5UwaUdWc5b2AkEs6adHMsjEjbINwHpzx09DVeUaDbeUtzZXULr95Hi25Psf8ACjxbqkNtIq+UEcR5EIDCMHPYDrXFPftcBVkhfyifvBiB+Veo+SEUranLGDk7npEfiXTYtIl0uOArbSvu2qgUDp1yeTx1NZ15caBqNp9nn3QMudryI35hhnBrk4LWF9rEyfXriryCKPA8wspH3d2DWcavLe0VqU4X6sfa3E+j3BZJxcQnhXznI+tdRpXifDKLgg25/j7ofeuXW1t1bzFWZTnJAbj64q9HHEu1x1cYyBjPpntWfM1sXa56PmOeTcpyu2Mgg8cDrRJbrLGVLfKeo45rjLK4uIA7jeduNyqcED2qxeT6sUM9hqVztOMqGyVP0qJUITjpua0q8qbs9jqfJKtkInTqByfyFKkUcjMZSylmyPlOB+GcV5be+MfFFjuB1CQbDyHhUg/mtVY/iJ4ix813bsf+vaP/AArz6mHs7nfGvFo+iPC9ulvb3W2YOz7WOBjHXFeS61aJf/FOS2ljWRHkGVI4Py5rqfg/4h1DXo9YN/JE/kiLZsiCYzuz0+lcV4v1KbRviDdahbqjywMGUODtPy45x9a4eW1doltXuez6XpEMUnh0QxbI7Te6qP4cow/ma858e2UOufEr7HcLI0Mdplgmcj8vrXpHgPU5Nd8Labqk0aRyvC+5I87QQxHGfpXk3inxcvh74k6reGy+15QQBQ+3HQk9K0oQsnFd2Q2nPUjl+H2ikloTcpIe7SY/TbXY29hb+DvhNqzwyOzXBdt7nJJICiuQj+LWnyDMmgzj/dlTP6iul+KWpLD4E0m1KtELxo3aMn5lXG4j9arEcztB9WVKMPsmCmizQfDOw0yCZI5taut0zNEPuKu7k5ycEfrT0u7HwpHerqDNdvcwQwW8QTCxhGLZJzyMnNbet6xp1m2iNMhjt4tJa5jRwBtLkY3c8cCsaKXw74sktYoLsSBZS11LNGUxhGIAz2zk4HpWMrzuunUmSildbmdcWhvpdMgspvMfd9suCw+4zkbR7nbgY9KxvFmg30d7FpNveNcGOXekEzfMu7HKk/eHPOOnpWxaHS1WWW1vfs77YooPObD7NwLyn0BAJ9s4pniwz3ev6Xd2t1E0kgdIZeisVJ2kn1xj8qIScakV01Eorkcin4a8HeIF8WaRJdRwiBLyJpBFIDwGyTj8K0firDdXvjW+kgtZJ44QiuUQtt+Xvj8a6r4bahd3l1awanNHLdLAtwjKw3OvIIb/AGgRV3TUe/8AE3iO5McsYS7WMMOc4Tnp/nmuib5qi+Yezi9InhNtchH8pndQDlwmckjJX/8AXV+4v4rs+dxuY8KeefXPc17nd+FdG1FZPt+mxXMj4Bd1Kvj2IwR+dcjqnwn06Qs2k3txZyYwBPiaMf8Asw/WtnGLdzKVCS21M74YSTHVNbvECq8OmSMpkGQDleOO2Kv/AATaU6hrc0seGit0Uqo5wzZ7+1SeEPC+reE9K8VSahNbzQnTmEUkEhYEnOeCAR2qb4FWVzb2viGW7hmil3wpiVSrYwx7/hWFVWjO3kXGNkjupNh8NXTL8ysZCPfk18yayNtwzjtnj8a+mpI1tvCkwUkDbKefcmvmfVJoHmeKRWJPIIbA/GuDKv4rfp+pviP4aPUfg5Mlt4P8UXzRNKVVVZEIBChGOeevWun+F0hi+HgeKNlMs5zvIB7DcPaub+D6hvA3jAnDLgLn1xE1XbS9n0z4caFPbuI1SIOSoG4nBJ4PWu7EvlmrLr+jMYK6Z5LqsxSTy3KZXkMuNwzkn+dd9pF49946jhcMRFpaQLuQZwFU/wBa4LxUCNamAZGIRTuVAucjPAAA716H4SeCL4oyCftp+E9M+Wuc/hVtJqPoyH1GeDbIr8X/ADGT5LOKeZsjoAhA/nXkWpzedqVxLnh5WP0yc17rorRx+KfGOow5b7PpcmMdyf8A9VeHJCsjsgtkd5GH7x3KhcdR6ZPqa3oPXXsTLY7bwx4l1630KCCy06we3jLKjTOEY889SM855+tFcVJY3Xyq1jeYUYUYLADOeOOnWitHRi3cz5Eesf2Zp1rcxakYHtl+ZfL3HGemTjI96c1vcSSy+XbtLFPGSrFyAu0Zzzxntir9359xZCHeqPGpBkk5357+x681RuNPPkwLBOZYXwWSPODhS3y993FfOwcqkrtgoluO1u5bCCHzHEsylokkIT7gDAfQgjiq1hHNf3/9nzRPJ5pDLJySr4zhvUZ45796uaK1xcyrOiicMQtyA/ypJgDao7DBPA/umthljY/ZbS2+zTOrBm+6uxX+77qSMnviut0rvY05E9TiLGa6kvp4LdhIhBQHO1SenJ9iWP4VUuJ4kR5LaJUSSQhdxznB3ZI79sfWuzkdJ4P7N+yRJdXUTSTSp8qsQcBsD1Hf0P1rkYUe6066UwgZkVERRj52wuRnpgg/nVqMegpR7FrSiGitHPliRjvmbbhvIyVKD0yMkH6Cs3WbyWG5s7KXc0NuifeiGNzfORg5GfmA/Cup0vQzJcX6bligtx9kJYbV2AqTye+A31LVVu9Bj1rxIHR7Z0gndrpYWJMSYBUZ7scH8sGtla1h8srWOA1fyPtCrYwPuAZmf724HnOO3HpVFJJC21tyuAU4YjqOh9e1dtq/h8aHNc38yCFIowI41kLM6gZJyOmSMZ/3vSuel0kW62U97OFkuQs0iYwQHPAHvj5ieg4710U2uVEcltzOsNLuNTvjBp1pLO7JvjRiMkDgkdM8+lUljdtYMDIQUkLSAEZG3k/livTfG2oWlpeaHfaPFC0Vg4tInTpgduO3X9a4Pw5FE/iN7q9hS5FqDMY3bAc5wCT7dfwraMrpvoB3elabq6+FgToDLbfYpsSS3G1ZFklBz5Y+Y8AdcdDXP3lhqtxrG5LPc0xEoWG4BwpUDAxzwefpXpN94ghutGjWZ7ZC8MEkp2sWTLbgrdBtP8uteV3s728yx2kkjEI0bu0Ri3YY4IHTgEYx2rOTYlsVZ7Ke0il+3xPDIrCNi3TGQSpx1OP85rUhv21PxLpEaRK2JFiUM54GQy9+OnQdcVlXM8tydqRjjL4dQeR65/HrUWgtcyeIbC0iQwtLcxxCXbjaSwGePTNVBXVxroeifElhJqM+oygxtNEsccefmBPcjtx9PWvO7e+DJlM53fMNuFPsBW3491eW91u6Bk2lJxwwxvCrtBGOue3saxbKVIorthGpdgqxAABV3dT9aGtC2el/Bq7N34vuyUVf9DdsAfdyy8Cue8eyK/jzVmK7tjAAZx0A/pXQ/BG3ZPE+pvj7tl8xPUEuMfyNcV8R5T/wmGrHoftHce1cvK/bWL+yZqujKGR2CoQVjjAGMdK9xvWa7+CVu7/eNmrHjuGr5u8xkX5cgg8FTX0VHfR6b8DdNF3DPMJLEITEu7GScE/pRi6T5E0yaW55b5aajoKxrtt5rGeN23ElZEOACT2IO4enPaudvLUw6xfQxRtuWVo0Rhk5LYFWxdTxRzQ4cRXtoYyvqVYHP6VqXGpWlrqqSW9rYSSXCrMZbov8u5f4ucZ5PSuiF0irXObKtEEZDvf7r8HAIOK09Ki1e2v0urGzedkkztMO5T7HPFaZ8W6oqReWmmR28agrstyQB6YHSqt74315fleRYEJwNlqFAHtmq1fQlUoXu2ei+HbK8aaa7v8ASIFyoIkMYWSRhuI3jkbgT16dDVmZ2sxLcXG2Angq7DCsDx04J46159ovifVJ5wz3d06YIKMwCkcdgOOv6Vu6/qkq6UbtFij3Jw87bzz0Azkn64rrwdBKTqPcwxDV+VHG+K9SfUr/AHJIsiDuse0H8+TWLamROFSROeoPFMaZpZWklkjLMeWYZNSxuhyDO9aznzO4ox5VY1IGZhgOQx6A96vwq5VQyA+ueax4ZBuUEgjPVhmt2ymUoAqg8/nUA0SLCXlUFXXntmrF1PbWNoZJpBwOApzuPpWhaQedICQ3tmtDVvC1lqVgq3jm3fHyyIMlfqO/50mxrzOSj8YCzYxz2bxySoGVj0KkcNj0IxXdG0u9K0G11h408u7wyqh3DBGQcj2rgLnwZDaPIV1KK6jx8shBXj6HrXZW2g+K/EmiWNrZaysOlQx+SoOEyo7ED71Q6nLrcvkTNexfStdtvNkhSbOVYNyV9sU4+EfDjj5tPhxjg7Rn8cj/ABq/p3wsOmbZ7bVZGnKjzGO0Bz3wDWxJ4WuU/wBRJGXHI3uCCf8AgJyKqUqNTWSt6BF1IaJ39SPwbpOl+HV1A2MQQThdwHtn0+teeeJNITWvH80Mm4QTEBiOv3fWu9GieIoHz5ShPWNy2azL3Rr+LURffZJjMP4wgI6dxzWLwlKUuaMh+2qJ6xOy8EWMGieF4NOiclIN4UtyeWJ5P4141f8AhObxd4p12YXJhEN0VU7Sd2fw9q7211y4022eG9E0DkkiQwbBj0OBiuXsby+sLm+ntxZ3AuXMxzuwSB0GCMZ/Gj6jJaxdwWIjzXkrGVZ/CO8Oo2yvqMbRGVQ4KEHGRn9K3fiskmveNdI8O2UbCRVI/wBkA9/wANaXg/xXqWpeKLawu9LgiTDO0ySMwGBxg5I5OKpwX5ufjtMRCJAAYtxbHlhU3Fvfpj8a4a6lCqozWqTZ0KUJaxMrx/4e1nXfE9yulRq9nZRx2eC4GSiAnj2zWd4e8J63p1rdz3UQt47dZLgyKQ3IjIA/Mj9amT4rx2V5fxy6Y7iS6lm3JPgEs3+76V2ujeJo/FPw58Q3Udo9uIlaMhpA+fkznIArOqpwoaeRbUGjzNHu7zS7uHT9LluLm8WKKSYAbYIMA7VHqx6n0+ta2rRWdveQWkRMv2ezmnmAGcS7SNvHQdvfNQ6P4ns/C4a0vIbiQXUVvIvlFcDCd8/WreqXlt4e8bpq12MWl0zOEChjsPU4/CsnJ+0jG2mtvMUovl0Zj+GryLRNQ0bWIILlbq3kYXysD/q+ASBj0bP4VneL9SnHivUZIbuaPfOzBoJWUNzwRj2r2Lw94n8O+I7w2lmpaZIXmCy2xX5R97npjHauRiv/AAxpszm6+wGVL6VJYJc7/IZgFIGOdpAP0zXRa1VCjDldrnm0Wv6vEfl1nUMDoPtLcfrUg+IPii0lKw69fEA/xyb/AOYNexiz8CX5Ij/sVyeOLhf05p3/AAgnhS4DbbC1lY9GhnGP5mumMknqi3GVtGc/4Q8Tavr3gDxlNqd4tyYLZVjPlqpGQ2c4Az+Ndl4I8R6jc+GJ5dXutPS6MuyEx4KldowGxwD1qneeG7Lw94B16PSYfs/2zy43VhvDZIXA/wC+qsy+FYtD8C3+n6VHMyPIZGQrvLNtAzz0HHauPETtGUoiUXbUra74huLfwxEXRP30JDbAcEnOcZr591fLXzADoor27xNZyR+BNOIBAit03Z9SKl8NeD/DuueD7J9T060knZWPnAGOXG44+ZSCfxrlyi0ZSfma4mLlFJGZ8H8RfDHxdL0+9yfaI0mpXVxB4L8NWcUhEc1tGhXsdwx/Wu0i8NaZ4U+HniWHS5JzBNC7lZnDbDsIwCAOPrXEam4nsvBdvEBu8q2ADdCflrrxTvNP+tjnpq2hwPjONn8dX9lCFXdMYlz0ABx+HArrL0HTviLNHDzI1opVv9nyh/OuS8UC5bxleXUsJi825YqRnafmI4Peu21OPZ8VZ/Nk3pHpuVJAGB5YwOKuVuWPoyOr9Snps7DRfGZMZaZ7ONFA+9lpQMD865iDQtX8Q213qNxGLW3iCgDb5e/GFwi45xxk9s81p6fNvGqWv2gW32uS3TzSf9X+9zn8MVHqd/ca5rL6XDqV3caeiOgmduXwDhmwOhJGR61VFu1kTJ6opXNtp2kslrBql3d7UBdrOMmNG7qD3x6+/SirtneXNvAbXR9MkltrdjEZRIwMrj7zEKQBk/0oroc7aXMudo9EMFzNZrcjZLJvEflwuG2Z6kk849+lWLaztjeMrOkYiGH3AjfvHVSOMgHqOK8yvdT1TR/EclpKJACQnl7Mb1I4IHqRyPwrr7bUnltLeecP9ndFXbKpDAdOo6EcZ4615yo+zsbQZPa6VJol2AsnmQPehimT8q4IU9McE4z3BFdhIbQxreyCUvkjO3g7sAAj0ye3pWYzTXXkzKpUuoeJtuCGB+XJHYjAx7A1rxW8aJyXEWRgY+717exxz7CtG7mphR2c3nxQlmZkR13OTkksd2T7A+9UbNEu75+ksds7yhZI+WZFPPbGWK49gK6p7VEuVuYgDJEjgAnqSR8x9+vPvTbawtbW2kvfKTzJ2LuwOQx47++0DikrbktGPDaTW/hK8gyYr+8jy0rqW/eOMcA9McH2x7VS8M6Ff2WmRG+j8l57hDIvOSiDATr1Y5P0Ga6FEluFS3ZZGDHM88i8nuePbAqtO8s9+llaThUtIGEkzMWYuVIjX3PJYn8KuOwzzfVpJdU1m6vpItumWRYSIPlViONgJPJOQPp0rB0xhf6/FcXfm7dzSyMkRlKqoJztH8Ix9AB6Cu/uNB1C4itor+eCZdsjyNKMxBiPvsMdFA4Hr+vLHRnmY3Vukj201rLOZo8gKVRsrkHOTjp6NVxatqYyTudD46stOt/Ddtd2LDzdwlWVTkyHIyzH6fzrym0l8qW4Yfe75PGK7GEXM3wxuLiXIH2oeWxBO5cIuBn/AHf0rmtG0u91HU5bWyiMrsVDbBnGTtz+ta01aLTM9bHXa5eaja6UbS5tbj7PH9kjiDptjG2HJ2nq2evccVR8RWFwtjFqkZLRXTIyKZA5w6k5xnK4Kmtz4i2F3Do9wj2WoQpLqyLD9pmEiuBG4+QD7o6cc8EVcn0S6bwPp9hNDH/aMEOBCYz5jrHJ691AY05KK1CKPPJD5IgAP34d8mcHHPT1qzo91Ha6haXEab5I5UkQY3DcDnp1P0rX1Lw1eGNp/sjboVDPsQgABeVyf61b8H6GYLuy1ZiTbW8oklK5428kH/Pes/aRtdMpK70MrXYIZEmjcxzbZ2cvAOG3YOF/P9KxWglUeSybDLlhkEDavoe4ru/DGm2/iHxDevfq32eMSXMgTgA7/X0xx2rC121OoTghxFpsNyYEYrgAhC23HuOp9TWineXKaONlc7j4H2k8N5qwnVQstlEww3O3cSP0NeeeK7GS58Q6ose5zHdEbi2Ttya9S+CEF1cWutaxO+6FyltDk84XJP0HIGKyPCFlbat4+19LmKOVAzuA4zj58ZH4GuSdRxrvXZfqXFXVjy2LSJXyhVgB7dfevfxCR8EEhbkx2pUEjHRuKnl8E6eCJbSNEfGNlwu9QD+v61e1uzbT/hte2zhNyxPkR5xyc8ZrOvWc1YpU1HqeEQ2guzYPGrBkmaORieACCc/yrm79pZZt2QXztyOBxwMV7F4U8PGDwxLqU4jlivYflAJ3JgkHP4DtXLeEPBreK4tQuo7uGFIZtkYdch85Ofyx+ddVKokrvoQ4dDhIDOkchR3VmVlJHUg/0rbn01PIuLnUmAglKrHKG3SgqBuCgnA4POc+1en2vwokt5ElbU7MbeciIn8ee9YHiXwZ/pyRi8ini25Ea5UL/nHJ7mtaVR1anLBESSpq7Zz3haazTVVii0xriIsRlmZ5MY+8AMAc47Vc8cGHyIIZrtFkVQfs0Yyw92PQV0mj6B/Z0RXaVJO4mNyN2Og57cVhax4cu7/Ukt44ozNcN8ueB7nHU4HVm/AV7NOjKnTdzz3UU6mh5/FGhb5IC3uea2LLRtRvcLb2Ez56FIz/AEFe3eFPAWhaDDHJN5F1ekZaWUjAP+yOwr0Gx+yqoEUkWMdEYCuNtI6krnzhb/DjxYIDOdHuAgGegyfwzmtbT/h94oYJLJpEgi9JGCn8q+jAVCg5GPWlSWJiQrKSOuDU85XKeOad4H1HzkFxp8ltH/E4bcB+HrXaHwXHfWu2WV1UDA8xPmPuRXZhx60m8HgHmk2Fjym++HzwzeVbyFlcEM/lhQPRRnrVeW1i0KKG2uobBgx2lHkKNgdwy9foRn3r1aSNmOWkO3pgDFYeranpemSKj2ccs+MhfLBI9yT0qJRc9FuUmo6s4eLVPDMA/f6IZCOcvcOwH0z0qjfX/hG9OY9Hhjf1Erj+RFbOp+OLMSC2W1hDuduPLBxz0rCuUguLuRjaWu8IGJ8vHXPoPap+rz+1UsDqJbRuUJBDADJZS/Z1A6LfToP/AEI1z8/jPU7ecRRapfoA2Mres4P/AH0K9C8PaTbajDK01tASEUjC+v1FchdvBZ+KZbMW8aos2Mqg6UU+WMnGVS/yFKb6R/ES08Xaxc2paS51mdACfLBU4x6/LVEeJWVg1zp8zF+f30aBiP8AgODXqGpotl4EnuTjzGtywYep9Pzrya2vIR/ZmIDJK7uu/APT09T7npnim6kE9P8AIIpyep6J4DnttT1O+nSxFu9lCoZw5IyTnGPUY9f5VzHh27VB4y8TODuiikSJz2aQ7Rz64FdP4cUaP4D1/VhF9n83cEUgDO1AM/mTXLxW9vpvwosIbmORf7ZvTJMUXLtGgJH6gfnXm1p+1qvXsv1ZtCKjsjgvO00gA+USBySteo+C3t0+E3iR4Au3dJnYP+mYrg7ux8PyQ2zWFu/lMq7nYyFmPfk4H5DtXofhW0S3+EXiMWg2q0k2Mk54jX8amrC8NL9PzRpocBr1hE2uaPE+xjLa2pGGzjKDP61F4wt9/idbScsyj5ME84GeKv6nawxeM9D8mNVEkFo3AxklVqX4nWc+n+PVkmKeVJ+9QoOcHqD+NRTd5ws+jLl8LRsfCXSILXxDfTQrIWXT5AEL8ckCuF8RWEV1fXd7iWNjcMgU46ZPpXo3wjvUl1fVm2FTFadz1BYVyOo2/m2ImPWS5J/U1ftZKrd72JjBNpHOWnhY6krOshRlwD8mcn1qwfB93ECFu+PdD/jXqPhDR43srklP+WgH6VvPoUTH7gqo1a01zRegqkVCbSOJ0zS7nTPgxrUTzl5rrUI1Rsnj7oArf8IWmsx/DKa2juC9w9xKzSljwgAAGTU/ji3/ALP+G0cEJKNLqCEEdjkn+lbHgNZT8M91xI0kjPNlm6nmufESnKDTZajopdDM8d3Edv4Hht9wLlEU9+QBmvJote8Y2cKxabqVxHaoP3SLIuAPoRXY/EOVoIYIJJBh1Em3PSrui+HYrrQ7KfGfMhVs/Ws8B7SEHK2rZVdrRJl3w7q2u3vwf8QXOrOl1cq0iEzHGU2DuvfrUTC3Sy+HdvsLTPLCXkC/LwoOM10U+nppvwo1+MDgxyN/46KyJ9CggPgdmO0KYnlZpMDhNw69ORXZVbbTku/5GMDir3x/rmmXt5psEemz2MUrkRXNursQWJ6nrya1tWs59Y+J19FbS+VK2mrjbHkfcUkVWmFnJYFWs7ZmmlKyzqTuf95nBPYdOldt4ba2f4kayHtQsojQLI33lGwfKBnkdKSnfkVujJb3Z4TqcN3bXF1aSTffO1wVx0ORXReB7Lynn1CVYvLhhIj+0NsR88Hn8euDiuimsdPk+KV2t3DBLbKjyeXMcKT2/Guue20NIlEmnWL+WBEojZiEBz8o449efeqrV4xXIjGRxNjCywMZPDlwrMxJMcnyt2yNi4xxRXbXWnyNIp07SZlh28+W/BbPUZPpiiovUeqQuRCa74BXUdb/ALWS7SCRJVkX5ScbQoxj3xWH4sjPhtIb+d45llk8l0hTb2JHX0NbGsfE3RNGjfzZZJZgciCLkn2J7f54ryLxb8TNV8TpJbKiWti2f3SDJYf7THk/pXPhYYiu05L3fM0laOzO/wBG+ImgxWDW13cTRqNwUPASQDnjjNX7f4gaCbdN2rxrIOAGhcFR054wT3rwfT78Wcn72FJ4j1Rx/I9q7LTrbRdVjzbxqJByYycMv+New8HGStcPaM9X0jxNpOp3Pk22p27XLkukKk7nCjOMY44zxW9DLDFFkMoXJG0D5QOenp6fnXlWiQWuhait5DZo0gBGWzkZ67T2NdfbXovbrz7YkWsEfzRFgpBOMkj0HH4iuHFUZUdUtC4yujrVu4VjZg5ZtuCQMFj7f571k3FvKNPaG0lMdxPtkkcgc5xuPtkDFVorwXUio428swyMZx8v4/8A16i1C/FvFJI7+Q23DEDhcHAyPx+ted9alcdhJNNFxrCSalM9xbeXswXydpJJU4A+Xj6kYzVxzpSzXiPLDFZNCsexQFVMgg4HAGc1zCamL7zI2eSJFGV28BvYg85+lZPizbH4Z2qG3OV3hm47kcVmq1WdWMZO12YVZqMXI3rfQmg0+98OlZLrQ1hEtpLLCVZXJ3Bdw+8B61n+D/DK6Dq5uL2J5fOIG4blVCpDZ7dxXqenkW+l2UZLfLbxjgE9EFTrMPND+cQo4Kle9e7LA1JbVN/Izi7o5O5TQJbRbafSwIxL5mDyAcdRk+9Mur2xnd02TBBA8WxWILBiDxznOR+FdyjwS8YRsc4K5r57tL2RtTvWa5O7zNse9yQOp/AYrhxeFr0o83tL/ITqpSUWtzvohpU0LwulyyNy0bXUnzA9iM88CuMuprjSdEuvDVha3TXeoXZWFxIxURnrwDjPAH0qG48Ri2jkZCjSIRjK/e+h7YFadzrUqx29xEA6IPm2n5uRziuKlKvSleSun+Zrzos3mh2PhwBRKGnlgSEAFlJYcs+R9COeOa5DWdPvLM3+mReXM1u6k7GO8s6KTtUdQo4q7qficQz2rFfOkiYSrHKNo4/h45PIGfbvWv4eI8SajeeKdT8qOUTiNVgJQbtuSSM9MY/WvRpzqUcO61TV/wBWBSTdjtvhFpt3o3hC7trxgsjSGXywfuBhx+eK4PwWZJvG+qLHJsaTzcHeVzhx6dfpXqfhF1lstVmXbtJXBHfAPWvA7e4mi1uaWDPmNO+Ocd65KFSdZSnLdr9TZtJXPYp4r6OWTN47HPzLGxYL/hWnrBZvhhcgu7t5b5LHJPzVS8NTwP4dDzrCLqQNuKyct7kE8e9aWttA3w+vVgKeUEcDb0602lyc3Utcr1RwGk3NzN4KgtbWYpcKrqAxYgqdwIHYHmp9Egl03T1tWSW2kjt4Q2yMYLbOckd6ueF5I4/Bdq6HdKd/y+YMfePVfyrO8Q+IJ7FjHaxLJcSImXYEony/qa9HD4WVVPm0iY1KqjotWWrTXNr3CyXMzSQoXZeecZyMfSuA1r4kXst1JJp1rHb7uPNkG9yP5CtqGW5guIr/AGA+ccuST+tchq2kql0oijCwOwKnPbvn37V14V+ybjEyqRjPViw+PPE8mQkqzHB6QDj34qzCviTUCbi81GWAnnGdrEfhV7SbW3gjm8kr8y445/D86u3W7aZY0dyzD5M8/wD6q7HKT3Zl7q2RY0u6vUtUt59RnlQnavY5+uM1r+bPbWqzC7dkX7qyvw2O26q9laGGTM4GT19z2pzWF14h1WCxgWNIbdTK0kh7nj+Q/WufETVOm5G+Gh7SqkzVXxHdQW2bmS4txnBQS/ISenFWLfVtUt0jmgmPzHLZbPToDVebRdPUtDNMzOwAWMkFS+OoPpVeyWGxhbzHZkZxlJPm29j9DXkwzOVtVc9iWWQb91s128W393N/x+bTAhDbWxknkk1o2Xjm8Fit2n7xFiZyG43HqSffriuOnWGFwYl2vycAcben51SAnKR28UhVVLoVHbPHP51tHMIvdGbyyS2keu2njWC70kXEMe5y3yrnoSM81jrBLeSme4SSRnKsTjrl8VzHg6ze3eOJh5cc14dgbn5Qv/2NegWcDeWp80AYi/hH98mvTp1FGjdbvc8utS/fuPRHjGqwMPFMMW1ihnyUA6/P0romt7cXNyfscy7YVxhG4+96GmXOjXV/4xVrVCywYllfAwgyef8A61dLJprQyypNdw+ZcKsS/uzlDhuSB17jHFeXRbVJzlsejiY6+6tLGh4Dhh+zXIEcgby48793p7151qzCT4nS22MI0uMjqPl616n4TQQw3GJ0lHlpgqpU9PTJry94Re/GExszKDcZyvUYFc6rqVa8XpY5rJq53vxJVdP+HJhViSyRx5PfOP8ACvGfD4Q32ni4y0cM05kXdt2jA5z25PevZPi5mTTNMsF63N7GgFeZ6BbNH8QNQ06T5rW3lncx4xk5wO2cc5x7V08yTfMRFW1O78auNP8AhPFBCebwqB2zvbOMfTFYPjOCWG40/SIgqw6NpihmJzudx2HXOAa3fiW3mal4Y0G3tZHZrqLZjG0qCAQfT1qC7uLB9W1fVbiN55bm4mgjBHylUwiqD6nDdP6VyKfsk5NXu2ym7K551p0U39k2O1k2kA4Kn3969BsV2/BnXDNtJ86bBx/soO9Z8miaSgitH8u0NuBnfGQSMHqSfrjjkitp7dLb4NasIv8AVyNLID6glcYqp4mE4XWjv+qFGV3c5DVYFXx/4egVQqrBaDH4Cn/GVgfGNqufu2v9TV+e2/tP4naUtoTILe3tmmIBHl4Udc1kfFeQXPjlVU5K2q/nyazo/wAWEfJm0tmzR+Fq/Z7bxFdkAEWarn05bj9KoXEGPDunMeryg/nmtHwWzQeA/Ed1FGHdtiNliDgKenHvTb6Nh4Y0QMArlkJA/wB3/wCvWtSP7yo/JDp/HE7jwhbhdMmOOs39BXQGIelZfhRQNJcjoZSf0FbeOa68PG1KNzKu/wB4ziPieHGh6NbrKQkl2WZMDB2qTW74QiC/DmFSOCJD/wCPGsH4oNg6DFjj96/6AV0nh6KX/hA7BYpfLLIeqBs5Y+tefVfNNryZ0pJYeL8zy34oadaLqNo8cKqxt1DY74r0bw7YLa+GtNgUEBbZP5Z/rXnvxOkzryQg/diUV6xZRiOwt0xjbEg/QVvgJSlT94wxCSehQ8Y/6P8AC7WiOMxMPzwKoam6Nr/h2ydFaNNOaQqwyMiIgVb+IksUPwy1KN5o1d1+VWYAn5h0rL1OYDx1aYPyxaQcH/tmxqsToyKe5z+j21u+nxxC0bqHLsuU+8TjGMVv6DKknj3WJ1gwwMce/wBP3WP6VU0C2R9LtJfNbaYgWgbgdcbge/PvW1pVrbw+PdVG4iR/s8ipu45jYMSPqK5aTk6q7WG4ys7nCWsErfE3VElMYZYHYCRcgjI7V1Ec807BLqDyYUxNKCBhlUk4qhqnkWfxamnedoAbEkFepO4DHvmrOpK095PZ2is21UVwrZwA2W3N05FdKgp1rMyiuY6i418WDRwmJixQM2eOTRXk3jfxHLdeJJPsdzNdQRIsYkjlwmepC4HQEmivS1KujzTU9Fu7OM3EzLJHuA3rnHPSqEdnPIgdIyVNdTqV8JvCZtgGQ/aAzIRnPvn26fjWp4a01LnQ7aUqCSCD+ZpYec5x13Ofm0ucELaUymLyiXAztxzUix3dm4mVJIihyG6YNddb2KN48uLfb8qx5/8AHV/xq94xsYrTQXdVALSIo/PNb6hzamfpnjH9yq6nGxPQTRjJPsR3rTj8VaZNII0FyJCdu0QkkkngcGuRsLUTHSoyP9ddYP0GM1seEra3n1nUdXuiEs7ISTFj2djtjA988j/dpSl7upS3Okm8SNY3cEl0b6BIRhUeBlLEA/Ln3JBP/wBeqMvjp9RLw3CCNWGFKLxx0B/+tXNatq0+q3xln4QcImeAP8azz9MHNcUsJTqayjZlOT2OwTUJLi4jjhfb8hDj+E/j1xxWj4kkSXRIhvkeRpFXLjB244OPfNcTp93JBNgOo3LwW7EVuvcNeG1ViSWljUenUDFccsM41o+Ry13aDR9EHKKiqSNqKOuO1AkcH77Z+tLccTsCeB7VFngj8694tbFtZ2EMhLE7Y2P5A181JczIZzG7kM2WRVzuA5NfRF0/l6XfPx8tvIf/AB014f4b0DWNUs3nsbIzQl9hfcAMjGc5PbNcGPmoxTZhUf7yL9TGYbJ3mY+YZuit/Dnp19qteabOW2hlyi7cgg8fnW5J4R16Jlnn0WR3ThWBBJ/AGsTUNRudPYRXNuyTA5MUiYYDsf8APrXmKaq6R1+ZbkaE3hyW70241eXymkJEcURkGULdsdOnOe1P8F3UJ0PVbOVgrCeC4Rj7B1I/UVi2mpR3ETNPkRqcKqnv3z6cVpeBtMbUvE0unmZ7Z5IXKts3YK4bBH0zXTCFSdCdN79C+a81oetfDoEeGtWYyeY/nHcQuAPl4Hv1rwgKj6jiV3jTz23OoyV+b0HWvoXSNHn0PwbqdsZxvDySK8YK/wAIx1+lfPCiRiZQ2ZGYsWJ7g9awoxUW110Or7Op7tosOn3WkbtGLT2DHDRyMImjYdQcjLeuc1o6uqHwPdQySwrJIr7R5oOSffvXhqa7rFlp4gtppY4ZDvLRx4DEepxXo+mvHqnw5sZp03zIZPmYc5DH+lOFHnko20bCNePK+6INLu4tH8JwI5jJRSoXdyWJP+NcpcXH9pXA2bnkcnbtGFUd8e2O9aOqmLTdOR5FBkYbgG7Z6cetc3d6r/YuiSOxxf6iMxKescP94jsCenr16AV70rQShHY5oK/vMsrrscEq6SkiyB3+aTOFVvQf41WaRpmubeQgSRzMV44AJ/8A1Gua09FkD3EpJZCCPbnj9a6RLLUJpLe/t7V5PNbdIQwJOOOlYVEoe8aqSejNaxtLRLCQrGF28naec+vv61oKYLeCcqrbhHyQM4HrWZd2t3pEsTPlYnwVGCCPY56/WpDebrhw20rIuBg8CtYTUo3Rk00xNVv4rKyhnDHzHXIU9Tnpn8aboWsXCEty+8HeF71ga/F/pCK8pyDwPT0rV0qRbKyQxLlxyT3FefmLTgonr5VH3nKx1UU8Wpy2kQRpRbxlpgRhhzyAas3DyCZWjiaWJm2iRVyctyM/TArGsYp44BMi/wCkyHcCWyeexrXe9kZDPE3kfIGdHGQGHevCkrOy2PcI5LWG7uI2m3xPuw6o3XPf86ms7WC3WM+S2wSsokxk4J4zU4z5/wBpUxoVZWfd0Xn/AOvT1LecYi77ZJclWGBuBDcexrWmm2kzGrOyLaWsUtxZQvhyNQWJkAOAPLY8n3/pXXLounIo3WiHjqAf8a4jRppX1LUmWI74Lu0Zd4OCT5gP8/1rsW1aaC3dpYVUqjMCAdp4457V7sa9H2kqL/rQ8CFGrU9+Jz1jL9i168aVJVing2q6AjBX3HIxmsy1ku5HuYNQCho32b2uQVccHLZHLAH0HWp9Y8Q3TMHtIw6mPeu7kSD+6MHk98ntWVJcQXkTXN9se4IUKqoSd5Bw5B4BA49SRXFCXI3CWsVsdk5crfNrodZ4BEkY1WFih2MmChBGDk9e/bkcVxFjB9p+NcKE5AvN3/fKk/0rvvAqQx2Nz5MhIKrwCcEZbDex7H6VyPhuFZPjex/uPK/47D/jXLTjGNZ8pxu3LoavxAlvrvxz4a0pfKfN0swYqQRg85/AGuZ0+2Z/jJqcC/dkuQG7HBZW4/Ln2rq9fmD/ABq0FCRhY26+pDVS0ayI+OOokopVYfOyeo+XAI/GqrzfO9Oj/MS+E0NenST4rWEj8x6ZYz3bexCnH9K5TTp5LTSQ8krebIBKTHlyq/e6d+WPA9Ksa7fSHX/GV5CvmOtrFp0QDYJaRgMD8AawTfWkLSeY0cuMiNmJDHA/h46A8ZHPelTg3TintoJy5Sezj/tfVWe8lllt5V3Irr5bHnHG3jJyPw9K7S+ijh+EeqJEX8oSyqikfdAcDA9QMYz3rhbSZfswuo45P3a5R4Rux1yX9AOfbnPau41a5H/CmWaGC4IkyP3koLA7+pJ7fTtV1otzsttBuXNK5BassHxVityikzWtuQWcjBVSeAOpx61yPim0ku/iNqUIjjlaKEBRISAOmMY+tdxBbhvi3bvIn7xdOVwc8KQuD/OuF1iXzfilqzKQ+HChMZ3jAGAecH3rHDR95S/u/qaT0TOg8P6bdaZ8N/EL3SojzSbgiNkABcVptawXWm6ZG9tgRxKULk43BRjIHqePyqe78xfhpqTTR+XIfvKDkA4HQ+lLeObeHT4oZkEcke1gSMsNoxjPB+n5c10Q/iVL+RUG9DaTVCiQwQRgzOvEaEbEwO7D/PNUw8n21FuJJpWkYjaCGjPGcEDp06/pxVO4tLiWIYMm1mCOzoeBxjOOQMg80+VZrstHBN5d2nWPOSxz0GPwOemMYrXllN2m/Qzbu2iLxfeRW2peHjPGsoa1kUpkZydvY55xnFdlZRrD4f06JI/KXaoCZzt56Vw/jK2j/wCEr0iBoi8w08ojqPmVtwG78MGvQVj8vTdNiK4IWMEfQVyzhvJGl7JHiHxNH/FUSEZOGUcV6v8AafMsQcTW4ACguuBnHf8AzjmvJfHcgm8XSZxt88A5PoRXq9lc20lp5j3KSRqvlkjhTj1HqR3rfBL3UhVVeSZkeOIxP8K5/MySsy8suCT5g5xVLxBbzS+ILxkvJImtYTtMaqCVEHQnHTJ/WtXxxg/DAgy+aWnjAb1zKMAVT15wt94kYYDR27nP1WNR/I0sTdbEw1mcxbLdDSrKL+0mup51UJAYwu1BgAZx1H611ulMqfEzUIhlHdYXIC8ORERyfXvXL326CxgtrS3Pn20SBX7rkA4U9ySSfwrc06Z7T4hXU8qh5Gt4WCvwx/dnkHt1p2UZq3U0m4taMxfElxcx/E7fbrmQWj5ycDHv6fWmRaxdToziaFRCc4CsBIzHCqDjOR3z2FReIr+O9+JUIuIFhia2eKQvOFUqR1zj26VHHHGsci/2a/ntcJsmhm8w7emVJ47elbcqlTtfUmm0oWW5lX05E426fubb+8YoMFsnp7dKK6C5vZxcOy3Woxo7EqscKAAZwMg9DxRWfLNf8OTaJ5peaLc/8I3LcqQbaEZ3DOScjrTNBuNdXTlGnyReQrMArqDz3r1rxhp9/D4R1iBIIzB9mZmJOTjrmuG8ACNtBlDAZFw38hXZgajqJu1jjqLlWxzMF5q0Xiie4CwPfbMODwuMD/61SeJdX1W9sIoNQtoY4/M3Boz1IB9/etB41bx9qIUcKox+S1U8a7VWwQDBO9j+grta0IvqY8FxLbSWbqo3W8bSIOvB6k11WleGvEOreCbO30rTmks5bh7iSQFVMjfcXqckAA/TNc05ES3bd49PSMfVyP6GvZPDWpRaP4NsYJJ41eOCNAewL/OAQOcnd29K8zMK9ShTTpq7bKlKx5XeeDfENlcCCXSLzfuIGyMuGI64Izn61HP4Y8QQQGaXRb9Yx/Ebdv8ACvbR4qMLXUjedGY5fJ3B8jAUEt6n71WYfGEFzFJMkrP5YDJsPzSD2z05z19DXB/atWMffp6/gT7RHzfLHIsRcxuFRgGYg4B9D78H8q3dBma61SyibkfaoQB9XFe2z6xaTnypbKGZS7GQlFcZ27gxxx6cnkVw3jD+zF1/RW0kWts3mlme2jCsrblwWB4yPfitaWYqtNRlBoyqyUons00RaVmBzkniovJfnAH51x2mr4ueS2vZPElncabvBl/0Qb2XqRwODj3qb/hK9890LN45BbZ8wlTkZ+6uOh6HNd88yowaWrvqavQ3tfJtvDGrSEjIs5ef+AmuB8B3v2LwuCdzK08mVXPqo6irWr+K7q98NTwzSWqi6snJRch8np+n865rQY7dPDsZVIDPciT95uO5Qp7Y79AOO4rizCrDFUrLuc8v4it2O9m1qFkihe4VFBDu0sowcHge/OKg1SXS9bt5bXU0trsiPfgD5o8AZw/UHOea5PSoU0UtJqk1utw6hH3xh/KJBK5HY4GOO5pE1qXUJZInNlPbAMcrBtLYABJBx138fQ+1eUsJyyvB7dTS7MDU/Ck2m3qpo3mXttcIZNoTc0GRnDH6c57/AFrRM8ug/E+KSxTdcSOhhR+EYSQjAJ7ZLCrGjeLJLa4gNp9oEMn7logwIO0feAx/nmsbxTfpceKLDV1u/OcCIttPC7WPB9DgL1r18LWqqbhNdN/QqMtVc9vstQvL3wLqE99C8FwsboyP1BCc9hxk14j4VUf29pWY4X3SPxMuU+pHt1/CvdNQkhTwFqTwD90IpcEnOeOue9fP9ouxdLfeE3eYdxyeje1c0Ze25ntf/JnbNprQ9quNSnt/9GjMKOQzfOABsBGWPYdTgd6qa7qdraaBLcMMxAkKIwPmJ6DjvXLyarNdpGsy/Z4TCI2nnOUdWIJVR68DmsDx1r5W1trC2IWM7iGBwFHQkD17A9smurKsH7K82cGrlY5PXdfur25Mk+NuSNv8P+6PUevr9Kw5rqfUb17m4dpZXOWZuSaiubh7uYZwFUbVUdgKvafGgJypLHhccY9a9lI2bNfTt0cCQPGpRmDNx7cE1v2Ms0KtGjODkYxzgdx+VZccKSsRG/70QqxTt+dWoJHiuPlUE7uSe2BSqRU4uLIO3iik1rQnST+DMi+YdzBe4C9v/rGuXeBYl2q3yjgZ7VraNq627ndIcOxJVT8yrjnn05/Wqmq2H2e5lgEh8h4w0ZI/XNeZhZSpTlTkBwc9y91qkjyOWIOMmus8Mx280oS5JIPauJjwL59xOdxH611ekTtFPviUFtp2k0Y5NrQ9vLmkjq7jT0s5HliuyitkqAOmO361paSILrT5Vlm82QDG0dSD0rlIr2ZklW4XcuME54xXR6PPNp+nCaGOA4GOWwcnpmvInBqOu56rfYv3tvKlpcgu0jxKcFxhQeMBvWn+HLGbUw8putsEKs3nOvAI5J69BWdeeIXeK6twVklkcIqR9MkjIB+gqvdaxHp8MOmvKsTPzLhTg/3lOPwFdWGXLFzlG9vz/rU8jH4hwtBbs6zTZJPsN2ss0ZYNA4CHG0CYDn0JzWms8ryJYySQSXkYJZI8lH5/i/DFcnoUcf8AYGsXERzvtkUmRCqJiQAkHjtz+FdfZtYW+lztZyLBdn5UupkDE4Py4HfhQfxrXCRpqTv1MKVVRjpqcxrqPo5jMgjkRgWVcojKc5K5HpjGfaudXUrW/UwW1usjTh9uQR5YVeo7n5sH2Ndr4rtYdS060u7UQzXjbgI1jCtLuBG5e3HXnORXM2OnppdzKdRW3aeGJZFDSYEbEYwVB7enpjNdUl72iI9tNy1Om+F/yafqMJL7k2nDknAJb9DWL4YbHxsm/wC23/oFb/w5ME76xeQghbtkmGMYwSwGOT6HOfeuc8PZT42zZ65m/wDQK4uXlrMX2bE+r3Z/4XnpvPCSRpn6g/411OmWLQ/EnxBfuxYJYxIpbtuJJ/8AQa871a8Q/GHzmOGju4gv1GK9a1zbpmna7qIwGaLr/uqcfzrHFuSSt1uKL3PFZNSWSYOXIe91l58BdxYRrhRjI7sfyqlrE9tcJcFY7gCO4faxZcDnOAoGB6ZB9qoWqW9xp7XFzIF8pNsSnOS7EsduO/TrVqyvdMgsdMt76JrqBkMssCyLkHJxn0BAzjrnHrXoRh7igEp80VFlOzjnvojI+9QRnKnChc4JPp+tep3bxv8ABaLyQ6p5nlgOQSdsm3t9K86k8Qww6Ooiha0aR28vndhQck+vXj8PrXfSXZvPgfa3DMW3zE5Ixn98ajE6U0rdUXFrl5bHQRiVvirGssUIQaW3K5JYZXrn3ryS5RLfxZr0seUK3RVMAFeCTg+3Hp6V7SsefiJ52OBpX83FeMp+/wBa8Q35KqlvLJM7sOM7sIPruP6VyYZtya8v1ZqoczSX4neai11L8K7h5p3V5XJ+XABBxge/Wq+t2M8d1osf2mSSMIVKsABn5cdqsaterefDWxKy+Z5zopfbt3HIzxWhqQhvri1uIpN1vbMwkZQfvDHHtzVKsm6jff8AyIlJRkm9DY0iyk/s6GaC4dZ0LId5yHXP3W/Lg9vem2qQQ+IYFazjt7j7NIrOEAMmCpByOCMZ/Wp9G1C0GmJmdEIySrnaRk9welVtbjttQu9J8u98l/tY3SQvgmMKWZSewOB+dehGUZRTRztNt2MXxjNKnjdFgIDiwWPcRwgZjz9Rjj/61d7c5iXTI85OUU/gtcVqltDqfj/UknidWigto0YSYzksT09sHn0x3rtr3yzdWUauvyPwAwzgKe1cMouz6m3NdpdjwvxYPO8Z7FIy12B/48K9F8i/0nyHcrJHGpVnDgiOLJ5A6kevcYFeea4mPGsBBPzXit6/xCvVlaMw4EqSRgE7nA+Qeh6HrkU8I4cuu5VWXLKxk+NML8OdPjUcNewA4XA/1vPHpVLxSs8cniaWARt5iIhDg5+ZyBjH0q147Fy/gLTIo5I9jXVvHkxncP3gAI5/nWTrEjvf+II5Z2Km8toNzkcfMzE08QmkmjOm9SW5ul2sqXEySu4TZCMOzKuzAIHC9eeeatwRbvi7LDwVNnHKxdjkYQjC/nnFY9wv2+1lEcrCZXYx7hwRlv159uMda6Gxhf8A4WjMwbH/ABKI2CgcZIx19v61HtFzXQ7qSscd4/RbbxxYzIqoxhLlWAOMdjUNtq00UsCyTllY5QTxf6vHQDn7ven+LFnuviBYxhv3hjZQSu7HXPFTRWMlrJHItqlxIJ9ipIxByR+Z2gEkHj1raM/dXmTFNIyr++vNRujcNbbHKgN5bOAxA64Ge2KKtpaBJZxbpcmDzW8smZUOM98jJ+tFRKrZ7hzo9E8XXka6XPp0MM169xEYnlVT5Sqwxn3bGcelePDwlqelxN9hbUYYydxwmQT09K9OslW61A5lLLjcYlkA3EdQ3tz+laVy73Vtct56wwBXAnXghdpzjHv0x+tc6zidOSgoI56knezPBEt5RfvdpqWbl+Gc7Dn/ADikv9KudSlia5vQ2wbQRGBgZ9jXHMMkn15rW8LhD4n0oSjdF9rj3qRkEbhnjvX0MppRbsLbU6b/AIRJZC4l1D5ZQN2EAztHHenXwa11dJnlSVXnjcFZDhUUYPA6HA69scV67c22nSQzzajpFnHb/MSCoVj6Yxjkjt7VyOu+BrG9gmn0FhbOjEC3kxh+T0bPy9DjNeMs0pVbRlDl89zO9zidSv4V+0QW8KxyuWAW3LKscfXaf7x9c113gTwrqn9mrqfnxwRXHyxmVS74z1C9MHsSeMVzng3w6+peLja6jFIq2oM80UgOZCOAv4sR+Few3+oRx2a3aLDI65GyPpsByQMehGOK5sfXcEqNPdk2K3/CMWjwGE6nOjyMPOMQjRnbrz1446CuE8T+F2j8a6Zp9jqUkkl6N0c1xg+VycZI69M13dhqkYiNzsEkIk2wvIR8xb5i2ByAOmPYVwvie/kvPG+mS2kzQyLAzQySDocuVAH5D3zXJgnW9s03pZkVEuU7TQfCcmjeeJ9YLmePYVjG0ZzycE+pPT1qKXw4yWt3Z23kTxuyh9kuJJGAP3s+xrJ03xDJaO0F5K11cBfMmLcbNwGUAHQAsMc9TmiG9ktIBHNe3UMcLhJAW3LkqH++AWIzlePalKnX5m3L8C/IxdVs4NN0DY1pOt2qyR4eYsUXj5iOgBIOB6VlaebqPQreSUWyW6SNs3uFZlYEE5HPUfoK0dU8VWtxot9ZoZbgzqyxzzDc6ruLBd3fjjHGMisO3SfUfDyiRg8Fr+7BBAMeWJBJPYHr9a9WhTnONpLUKdN1K3KjaQxWsH9rHypY5X8xlm+eQpggOO+OQDnpmqtqFub+a0Q+St1OCQBnYrLk7V9wMZ7U1l1N9OubXzIkjgjETK0Sk+pCk84GB61j29rM0zRlfKdpA24BuM+n+HvXZKrQcFGK0W531K1FxjGEdOp0Ek2jaRrh22koMJD+QzEBSF6hlI5zXP69dQXqxPHbpauWdpBGMhm6jPOSecZPrmr6WkOmxs5mjMzKWZjhgQT0AOR2JP5Vn3scS6RI8d0Zism3OBwpzkj61nTnB1HKOzOWc4Sb5VZHt6XCSfBh7iMECW0Zjls8nrz9a8itWMX/AAjhlgVogZH+Vvmcbzkc8A8cV6ZZZT4Ax8gj7NJzjqPMPNcOrCys/B90LdLj91MTE44cbmGD+f6VxQjao4edvwZ0W9w0LO4g1i5kE8M6xWoJm81z8gBJAyfX5fevM/Fmqxatrk0tuCLZAI4h/sj0HYE5Nd/4mSLS/Dmpz2G1YL1kSM+YWJBPIBwMjryecV5NtLN+OK+gpUvY0lCOxxU1q2TW0WeScAnGT0FbOn2rvHHcRgN5bHj144NZ8MRaLYO3C/U1q20xsY9sbh2Zwqj+Z/OrtYu9y3YymO8Mj5EZVYh+HNXopGS5Zdq7XBJJ7f5FQQRyKyPKqYOMge3elDgXF1nIEbYB9cgUhE7TT26zNa7RlA3IyRwen6VcN/dXOlsk7RyTxAspiOcJ/EW/T9azLuYR6bKgbZI2BuPYAjNT6QZprjdagN8oVy4wdvO5efUexrlrRinzlRRy8tnMZGuQoC/eyP511XhePfMjONw7qenFT3WmG1uvKuAjQsofKnsTwTx+H4VqeHtLk/s+aRikMaOT5hGePT8q87E1+aNme7hKUYxUoksVqHs7yaQqspcBIx069TT7zULRPDzwR2Xnyl8PPjA3detZHiy8itpFjhuGXcQwiQfNjHVj2+lVNPludQ8uKZzFYWq72GfXqT6k1jRw06tmupvVxEYJ36FrT5J0ka/mUFkP7mPGSx9ceg/nVbUI3vXa5nYRyjLtIp3ccYyuc9hmqeqa3NezSPASbeNtoQnICj26evUVkNNs3eVuCtncuTg+vHSvUnTppKEXsfPzk6s+eR6j4V1q4vPDuqaa8sUkYsp5E2ghgcK3cdMg4qbTNSu9cjQeHrMwW0EDecvmoWL9ny+PlLDDED8Kwvh5bH+1rmBZSTJpk+YwDlvkPUfjwfeu18MeHLSwa3uhOqSiKMHyoyMkqDt3dhyufwPGK5FUjTqtJXuXdxirHJRnWLjxA1u90ywwQqRJblmRuhkIyOSBxkgYrsbbRtIn1KSe4j81neS5WKWXzY/OGF3cjqwIOD3FJ4g2JLJLBcwM7jDBXGWXPzbj1PIz77aS31q5ur+yLLEsb2021YTuZ2BU4ZQPTJGME4zVRxDlO17IhO7udF4VjWK51NUs4rYDadqKB/E+M+pxiuI0sG2+NzeYcbzJt98xmuv8HTX8NhfxzbZbmJxukcht4JZgePrXnMGo6hrvxRtnZYLOe3kcs8CnOEU56kjpWEo3quVzoj8Jk6n5s3ji/wBRCMY4L7BcKSFOeMnt0r1z4pX0lp4KuhG2DOfLOQDkNXkC3Fw+kardTT7zeXYIXbtyy8luOO4H416T8WJ9/hfS7XjzLmWIfTjmitf3LdzKL99nlOnMbLRJIZo45ZJB50SuMZIxgDuSfSuj0/T7TTbSynv4rG4ku4pJbeEIS7qmSxYAcE4IGf0rPvBCkLxwPIWtUJgLw4/d4IZjnHOMED+pqnqN15mmzJbTXEUkEG+3EZOdpXy2DEDHI5PTv7V3xacbg31O4sPAF9daTYyNpenSo9sjKJgxK5GcZx05/wD11reJbL+xfhMlhdJb2s0b5EUKtsz5mcDjvVhvG15FeW+lQRrbx21ugJUElsRg9TkBeOO9UtevbvVfhDa3t1M0txPOGLMeuZTgfQcVjiuVwT31Q4s68Jt8RXFzkbf7NRRjt82a8W8HaXdT6rc62YvMsoppUkAkwxYj07jmvaprIW9zqVysaiWSyRWZR94gN+deZeBX8vwJfOsJkkN+4A9OF5+orzaW0+XT/h2XXu4Kxe8VagsXhzS0WGUM0wcKIzg4c8fpVoX+6dLZbaSzNzj5n4DE8scjJHPT19e1UvEDyQ6FoTSxKJVdWKAlx94nvyaj/snU9VsWuJ4JZTvwy3CBAqdcqQQWYgn26Vz0VBp3XV/mW7WSersjbe7isFMCXkcqsvlo3klWQDlsDqR7k9PWmaZqeL2zgli+W4IV7nJYMwIAAPdsHp0ArKvdKuVWO9S9jjSaNQJLlf8Ad4OOgLdQemaTSpLn/hLbexMbBleEvHN8pjIOTgeoBHPQg+telKlye+lbQcpOPSxs6i0j+PdUMbhCktspJGQRjkfrx9a7LWxaWupWt/OIkMCyMZSOVG0965CSyF38Q9Qdmfy47qE7kYEIdgxkep5A9K7PW9v2qJWGQY5c5/3a5VJRlK3zJWszwbVtVs7zxTavBPHKrzr1Bxy3f2r0WKESvLKblWlAYG0KgiRD1Kt37478c4rz+6t4l8WWx2hU85eQOnPpXcrqlvc3Kr9qQyKSXAIOQerfUYPX1/KFXjT5ZRjdWFXvzWZreK1YeCdBhkzvbULRfmOT/rOM/hXMPayz+JbyC3gheO61nzHDsQfkQsfwrqPFbiXRvCqKQRLqtsQF6H5ia4q6d59XmiHmBvts7/IxBzsA69hzXVWqJxTjswpre50kllaG8msVvYRNJJ5jRRvkqhUnHHPHr6VuWKkfEHUp2fcg0y32ZA+UFjkA+nHeuHsZ9IlsbudGj89P3P2hEILZ6gkkseR1B4z0Fd193XdXlB4/s+0X9XrKclG7SsU4rocHrZK/FSyaIEvhiv1wcV0EOoNHb/byu25fzVkkYgPHAoJ5HqTxn2B7VxWq3s58c20kUbSyxqy7QWGRtPJK849a3tF8VWWo+baXlvBBIiglo1yXJAByecrgDFb06trTtpYyaNSwmig0uzRjY258lW2zxl2bPO7ODwc8Z5796KpXGmqPKIt4L0mMZn2rg44wAegAAGB6UV6F6b10I5UaelSwf2LDrVtHGbW6UnAQ53nqG+mDUOpazHbxXfnqzlYJFiBXarKEJLH6kcc8Vi2N5qGleAtPmnRo4o45HES98kkA85yQfqMVn6hPPe6bcl9/l/YPMCsTgblOAcc8c/pmvnp0YurzLa9jGcm2meMeVkAj0q5o5MWtWbhyhWZTuDbcc+vamJyKv6BZyXviaxt4UVpGlBUMARkAnnPbivp5/Cy+W+x6cmpahcy3Ed3BBIDKWjnuJedpUg/KM8gEcYrFuvEWrQyo4m3QTMsJQx8YQ8HHfknj2o1d5bCM3NzbonJUTJjLuOp45x2qtpt9b3z/AGeKISXDuGWbaMK3Xtjn/CvFhRWrcdBQouT5ZaGtZXqwTXixy3EtzPEimfAUlg2QCPQDOCOlXdVvbOz0mNYB5pRSsciKxZg38HHGQc8+wrnX1ELJkKhMOdrMcKRtPc+571lW+uyLhC6W59CTxkZByO/ApRoSlLmsJwtoz08R3q2cSzvbhYlDN5L48s9Su7vw3Pv61xV5MV8Z2zyLJItvbAqkrZbABIAPY88elZ48Xtbwu0rbrnORIjY4PUbf61Ba6zu15b+PzCxi2IC+GJ4GAex64p0sPUhKUrbmNVbWOovbK3SWIKiQy3GDI6sGAKkk4PQ53ADOKoodWuBcfaLptsqyRR24AUlmIBU/3eB2/DrRPqy290Y7kGMNgsA2RuHc475H4Yqw+qyTRxrHHJIm/JKqABn7xJx6HqahOolsVqcte2F3pbfZ7gIqupfCEHkcHp+dXYTJbR2yTWtrcQttdP7ytgdcYP8AOp9VsFNibhQZJnIRVXIK9c5HcnH4YrcktZL/AEmK1RFWWCFRtBw27aO/at5VbRVyEn7Rp6GLJqbzLIYwv7xjtQj5VB5KgDk9qqanPCAohu/MtjgnBIzxzkdsdOtQSQW0Fi0QEiygncpGTuB5+v6VXknR7ppVhWNHXYYsbhyOAPf3ropQgk7I64WjFq24yfUm3R5IdI12ruxz7/ypY7ya7jPmouSmeQMnnr+lN1IwSGOJFXaqbkIGMAnnOKiIiF0YbY72Zgqtnb2z3/nVxjFpOxnyxaue0Xks8fwE09oZAoNqqspXOQXOa5lLaW10DwdMjMZMSSLnsDJkD/PrXWeIE8j4IafHwM2sPT3Oazrq3ceHfCPljLJCuP0Nc9Hmq17ef6G1R8tM5L4gqYtPsy6KkQZ38sHgyt6D0AyfxrznGAOOa6TxprH9r+IJFjfdb237qPHQn+I/n/KufThxgbjnivoqtr2XTQ46SajqWIcKCD0hXcfdqnskmkmtQjYkbJzjoPX+dAtPkjt+Sznc5HUVsJbpDOJAcAJsUDtWDLuSWsY2JcSHCsWwD3A6UxGRRKSxYGTzGOOvoPzqKeUsFRSTnhR7VVvbr7NAFTlug9z6/hUtlKNxl9ebMkspc8kdcHtV3w5qcVtNIs5YIy5yDjFclIzbjk9aeJ5AMIccYzXLWp+0VmdcGlGzPX3Ca9pjTQEl0YBOMZHT8ee1Z+r+Im0nTk0i3UpLg+duA4OentXPaJ4gntrdELt5bApjkgZ4J9q2tct/7c1W3mtVMknkKSxHL47/AP16894flleeqN8NVklynKK0t/d/MHkkLcnHWu88SaGmleDtGW2Xcbrc8jE/6xmUf/qps9jbaJpbyKyG8cZV2UnkDOAB9K2vGTNd+AfDjI6eWNisUXuBjIJ57Gtq8vZKMb2b3/yIVVVZNR1SPHrkXNvIqOkic5Cufz/ClDON0ZiLkclR95cdcH065+ldPqtouQN+HuV3MjvjeAcYz74qHS7O8sr24ubNFCXKPBsAGVUgfcJPI7GnGvFxuzhczt/hzpv2YWM0wt2+27oTIMqxRlI2j+8MkZ7ggVsM1xPo1taWSvDH9mPnmI5cmMYyVPr0yOoH4VznhXULePXtMR1I/fRDcGBAYMOn16c/4VX1XVpLLWby2VpUnt52SMgjG3ec59RjgCvOcpyqO3Uvm/d3NC+vn06ztS3lyqzhnfYfkkwQVPHPXHWtiziWSwgeweSKYypIivGWWKRht2/NzgnCke/uK4v+0Zrq9QSPPLG5UvEeBjPTj3rQj1xo9XQySS/ZgWMtvuCjD/xfKByOMZHbtW1FqD95GcJWPSvBd+dStL26+z+QhVAsfHygFhg44yMY/CvN9G2wfEXUJcf6uK5b/wAcNd/8PgyaXqXzFoTIHjyAOGyxGM8cnOD3JrzxGEXjHXJBxi2uf/QazbTrNp7o7FrBFLS7cXvh+yhC7nl1Mx8js4Xp/wB812fxWYT+ItC01X2LknO0sB0UcDrWB4AL3d3pVi0RKJqIl3YzwqFsE9vUevNN+Jd01x49ChziFI0B/uktV1NakIvomzOK+Jhb+G7zXI41S7HksrNcOxPPJwCOw4BA7/QZqsfDM1h4XnvXmlZpJ47eaMqAVbzANvPOehPatrTNcjtLNbKUIJwxZoYkwTkE7mxxwvvjAFc9qepwXeuu1xNItn+7lURnKliCCSG7kADNFOtVnNwtaKMU22dhq1zbCUWEZee7uGUPChVcIBtJ3Y+Uc9cc44FX9aiMHwksYZoo4NkyBkToAJf8Oa4I5ha5ur25ln84RyK0AXcgPYseygduDXd+IJoW+EdhOgKIfLkVHOGxvJ785rP95GKhurlUndtHa6+IZND1GdXJja0Lo6sRxtJBBry/4eXOmWXhRI7y8s0ea5eZo5GBYjIALDPAyOld9rd6Zfhtc3eVAk0/K4HQFa8+8H+FNIvdGsrqazZrt4i+8nKOu7BBzwDxjNP20YczlfVm0leKRteKoYbiTQolmjkhlnjHm53IwLdcjqK6HV2aCx2QoJoXZVESY5bBwP05rlfEVnA2q+H08vbmVMqehwcjgcdh0FdS+qxeW0rtGAp3MrdV7EAj8Otea5xik9d2ayko/EYV1E+j3UMsTeZazhVltpAZPmH3sHnBAA9jUOjw3K/EOC7jkVrOa2URM6ENgHO0g9W9+wFazNYDypCY9ruyK8nTk9ST0z/9arNhp9i+vaZLFAqSWqkZZssSQSB9OuPrxWtDHKTamjN1INqyM+yFvD4u1aUbUP8AaS8qvfYowfrzXXa7xdofSCX+VcrokcL+ItTnJImm1Fk5HVVIzj8hXVa8D5hcdBDIK1jJe/3NI29orHic9v53iy3jLY3SAlg2MY75o+yW0N8ZZVmZJN2EEZXAXOSRjqQD0qZdo8ZQF1kdctlIx8x4PSnahoWsf2hZJNMk7z/Oqzsw2x7c4bHRgOMc/lToyVld9AxHxnZa/IXtvA1pFB+6a9hKsJMcKv09Oa4J7fUdQ8QG3smcs0z5ZM+YARyevIwDkd/xr0XV0Can4NgIGYr3GAMDiI/lXN+F9OW91HVLhZwm2fycSIQGG35jkEHjNdNSrGMIzexCdtzitSs7jTru2tI5jc4DMo27PmyQdpPUA8+tev3guBqWpssxLGxswgI4yd+c461XuNA0m7tbW3vLiOd7aIxpMc5Z+ufXHf6mrWoyxx+J5IfMUb47FQGOCwy/51lPE06v8PUpWb0Z45fw3tx4xEUsiRMd24qG6Y5AHXJFdRp3hrV/Dhi1K1cSw3KbC0qqDGSeflboCB1/StXWLKK2+JmmkecBLE//AB7kB84PTIqbU7fVRJDMkVw8ZcxLHcFmkL54LD068nAq54h02oJLYqnKEbtnRWUcQsotwSU4ODCylAMnAHHpjOO5NFZFtq9xb26LLpdxIWG4eS6MqD+704xg8UVyuUG9I/iLngc2viaO9jkgeRXhflsjJGOmKq6lqEVvo09vbRyIRBKVTOSMqc5zzjGevpXn0d9iOEsArRqFUE8Nzzmte51y3n0q8he3X7TIuGlDEnPYZPYD86644FQmtXa55yg3LV6HJJ0q/oRI8RWpDMpD8MGwRwec9qqIBmrOlqza3FsGSpLdQOg969yfws6Iu0kyS/iuJ9ZlDyTTTyS7VUAlnB56YHUc1Ay7N2WkhVTk5yef/rCr19f3LOiWzsgHylkJyWxtJJ9x+dV7xZJX+dssVCBBJuweMLx3Hp2zWCd0rik3KVys26ZvIE8iqW4DH5cdyR2PemNHCbkht6RAZ3htzZ9TTLiD7POE3B2HJGcj3pI4mYGXb8g+U59++K00WxPqM2BnZYRnOMZ5/M1ZbckcSn92w745GKjWISEyBlTDdjjP+FTXMeEQIW4UEFTSdjKrvFeZtaXdrOdsjF02blD44cHv/OtLUNbkjjS3SMtG7BtuCC3r+Fc1pPnLcJiEsxUn72OO+a047wq5QRFQx4XOVUfj6elcVSkufyHbU07bUVnvWRsSMAMBpPunp349qoSTuA7tIFZnXbGX29R16/8A1quWKs25zGpV0w5jxkjPf0HSrVtpei8NeTJI6RsxIBHzkfKc56D07msbwjJ3/wAzNy967MJtUmnmxLGqFQCPlwWH0/i6c+tUriVVHmWisAx+72Yf0NdJ5ECJ9oiybdY/L81kBKnPYHoOazorK2syQ5Sd2BCopJDEfxegNdEa6a2NfbXVmZj3E2yGJ0AViSTjBY9x6nFKyL9nR93mOQSQvYAdM+vX8KnNsZHAjVYypxGhbJP09qicmEurqfLB2lmX17Vba6Bza6Ht/jkND8JdLiGQTBbrj32iszxXqL6R4K0+4YRfu7RUhGDuEhUKMfmT+FbHxF2jwBpEf+zDj8EBrz/4r6gfL0jS14WK3WVhnqdoA/rRlkf3kpdmzTEbKPc81TIGWOSeatWeFczv9yM5+p7VTViR09hUyMrfuycIOT716rZkbmnFn33LfefoPSrE8gCjLAk8YHasY6pFDbooPPoKLfU0dlBJZupAHT61m2NI1o0KoZX4Lf8AjorOvYGlcOBx0AqxLeoqL5h/D1qs1/u+4hx71nJ3NIq2pSubNgVIGc1OLWztoonmuAXc8ooztHvUNzey4+Zvl9BxXWeG7PS59KkuJrIxIVIa7uH+Zj6RKP8A0I1PJKWiRpzxjq2ctHcQRNJ5YO3OVyO/9K73QfESzWtrGIFWWPKb1GG2AZ/LOfzrL1bT9LtgtlbWRDKQzMzjcT7k9sVnvE+jTxlTHIki5dl5I5zx6UVaaStchVb+Ro67q8k9/CbiILCXVgv95ByQR3+nfNdjcOk3wa0iROiTkdc872rzzVL2W8ijjwsYLZUsAR0JLZx/nivQLIST/BG2YkN5dwwzjsHrz8ytFRa7o1waszi/EV3JaXhjRhMrqo81ucEj7px3BHb1rGu9TudxKTiZBg79pwuOMc/Sq0wmneVolO1HYHDEnr0x/hUMc6Rx7Q7xyBSCCMgn09hiuiFKKWxjOzk2kb+hXjRa3pZTnZdxFypwMbxk4P8AnitP4gXvkeOdYiRGU/aXCgsCFJ6kcd64i1mEFzHMS2VYN6AYINdp8VYUHxBvZFP+uWOUDHUFQaiVOPtUrdGNJcjMVNevLfTY7SNlRS24u5Bb6ZPTHpUWn6rDaPife4cEM/BIzxwevbtWTI8fmEGHHGME9KsxoWVS4Cx453L0/rWvJGPQUHyyue//AAovft3ha+xkqkyhWIwT8vOa8+1GUxa/rbZ6xyrx74Fdh8FJjJ4U1VS2Vjuwq59NgrhNeYrq+qNnHzNn8xXlVIqOIkonW7cumx2HwosEGvrc73O22eQx7gQG4XPtw3Geetc94nb+0de8QX6wymGG4gjZmGMHdjb9eDXoXwvhhGjXNzHGyiMFMs2Sd2C2O2PlHrXKXFqbj4feItR3sBcasMgYwyqcf1oVSLqPTVJIyS0OGuLtdkwYOqE/dU8nsM+vHrUN7qCxSJLNbpIN/RiQWHGAT26H8zR5AWN5gQ0MBMjHbjIHQY9yR9aybqScpbrKU4UMFYZ4J6iu+nBMwSOktvFji38i0SC2l3D51jwGUc7WA68nOcV6TrjvffBLR7m4Ilm/dkueSTvI6mvCyWRkYYBBOdp/zivdrtlk+AukPz9yMj/v4azrUlBXiXBWehe1C4K/Ay2ckktp6Lz3ycVjWl5caV4X0+dF+0eRbqsiqdoKuPlBwecdzVjxDcFPgfphZgGkgh4JAJ+YmsO78R2lp4cjxMpke3SKBMbSB3fI6c/jjmuCdKc21br+hu48ySNXxdezpeaFdRxI0/lLKsbNhSxUEDt3rKg1+/ea7vriaBYhEypHEQwjbHt3PPXNaPjOKCXV9L+2mZ7PyAXhj5ONvQEYNefnV44ZLxpLUT2xlLRpLgbccA7R39x16U8Ph41KTej1f5kYiN9TtpNfupLMXBltZWaQr9mRl2QpwV+buzduOOc1o+B/EI1HxbBH5c0LSqy7GkDqmFJ+VvXGAR7V5DeXMBnVbaNf9LQGUkA7Cxz8p68dPeup+FCNF8TLSDB2xCUBhyD8h7/4V0vBQjBtGEIapnQ6N4g1Gz+JR04/v0vNUKhnf7o3fMQo6HjrXqmuyXQndHkjaBrdyV8vDA8d89K8f0Foz8ZIE2Hzv7RfD5yNp3ZXHb1r1/xFKqXZB6CBv5is6qiqbdrXR10/4p4drF2bTWhOGZPKYEMpwevauiufGTWUCzRSx3ke1WmGwkRqc53D8h26CuW8SRtNqEkSFdznC7uByaxdQFzp9rLp08waCSTzEeMErOOmQx6qCDx61FHDQqwjzdCK7vUPZdSv0k8Y+F0fakXmNMSegzCf8a4z/hIbuw1C8tbNXVGlMjXKQl9oGB1yBjFdBc3Lv8RNAiFrLH5UbcuykFREeRivK9euZ01q7EVw6r0aLPDDPQ1dOip+5Lz/ADFUWmh3GmeJwbma3uWt5bVJA3yPgegORyevau419AvjeI7iyFrMRjAwv+sPFeMaRraaHHN59o5vZxEbcyLtIXd2yD8vbPHtXsmuyk/ECwheNt0stngjoMLJn3qKuG9k3yq1yaW+pyvxB1SfRPFlhfxKplihby93AyeMmsiDxzrskMqWdxbu0cQKOZMs7dwu78ePbitP40wpFeWTuG2eWynFeaLqVvcSadAtrBDHb4Dr2kOckljzj6mumFCnVipTjcTaUtVc76H4haysYSG12qvBWBQqg/hxn6UVytnLqsUTrDulj8xiGUBl684PpmisngqN9kQkznJfNc/KNoyCOQO361JHLKFddhBK7CSc8HtVRw+4LgheuNtWI4SV8xkJYgY46fWvWaTJHLG4J+WptNLW+pmR1k4R+UOCCR1qHym67T+VJZ2klxcSIhVDsY5dtox9TVz+FjNQ3d5JbGK3YMD823gMckeh68A0phZ7yJoIFcpnEbqBKCoyTgfifwNWdBW3h1ECEkmFzIrSY2sgHO8N274684p120Msd2BbqG+0LcRTQqA4GCv1IPBrlTSdhXSMuTTZ32rCUlSScQqd/wArP2POCM/0p66Y3+mWsjJFJbMoZGI8wueCuR1A61NFHFeabMCTHMZV2ZBwODwwHXPY9ufWqc/2iWeW+di5PyuJG+bpgf0H4Vpe+gXuUxCGDxAqxLYHz/oavGBljaFyA+1V27gOc/09KpojxRu7LkkDjdjrVzVN7XRkQHO1VyOudo/wpvcym/fivUsaY2bxMtsdI9qASAn/AOvVhbg5hCx5nc7kdcqRuIxn1H+NVbKGK0vnld3fb8yvuBJz3+mM0skgV1jtyY/Nb5XdsljnGfb0rGaTbVjRyja3Unv735WErssgbarRAjcBwSR09MY9Kyre6LFkEu1m4VnGFX3NWyqRhhcqjTO+ws3RPT2/CoJRHLvZLUFQxCyE4U/X/CnCMVpYlJE7tNaxyJbzRvE33T1Yhec46EZrKaaZSBLGWZj8uCRmlElzHGHKnZyqkDgnrTWvbiScSTTO3zfNzj61rGFh2ES6ureUsrFDjHPWnwzzSXCbiGXOB5nT8adLdrOfmQ4zwM8Ae3fpVm3kSTULYR25I3pxyc8jJ4pv0KWu59A/EeFv+EU0qHGWzGuAO+wCvHfiNcGfxQY8giK3RfoeT/WvZ/iFfiJI5ZZQbW1/eumB1HQZ+uBXznfXUuoajLczsTJPIWY/WrwFL2VCUn9pk1Jc9RJdCiS6ozAHj9KhaVmGOg9BVu6Jt4TEOsnJ+lU445JpUijVndyFVVGSSewrfcZJa20l5dR28eNznGW6D3PtWyr2Om74Im+0ODguBjNGp6XceHIktpgFu5ow8mDygP8AD+lR6NoMmp+dNLcJa2kCb5Z5OgycAAd2J6ColpuNO+xXmlMjNK3U9AKatyI4jvU7+w9a6Oa78O6JpIislN/qkgO+dx8keey+/vVDTdKSYC/1MNsk5hhBwZPcnsv86cI83oEpcpWsNPWWI6lqQZbND8iDgzN/dHoPU9q6PStbunlS4aGJYojmOMYVUUDgZ/z1qlqUn26RrdLpFto1A+aIqI8djgYA9D05qS2t2Sz2RSojq5yDIo+vf27Z61jiJytyw2FFa8z3Lk8sl6Xu5Fl8pgMq7cgc8Z+tUSrTLJ5cixqqlmfBPlgYHPcZyB+NSQtcQhoJhP5UmRuxuyMZyCM96oSxvZl4jJdJFIoMmIsHeAcKc9uc/jU+1lLRouUm9WF8E8lLdnja5gOI1iJZZFIJLZzjI4GOOlem6VeR3XwQmRIyZI7h1k2cBTuDA/TBFeQpFciMq8RGMjYVwfw4zXqXgbE3wu8RW+0gxzZIPb5B/hXFjfdo3fRr8zbD6zR5c032LUJS0SytvztLcZBz0qkJcyyEcBwcjj1zWneadd3F9O0EDsoJbdjA4Gep4qvFpdywOIP3hHCs4DfUDNd0NVcxkrSaKb7ioJYE4xj07YNehfFi3KeIbGYum59Pg37TnB2D0rjF0tz8jXMCyBtpQ5znHQYHJ46V3fjGGK58OeE7srJOP7OEQHQvsYrye3A/Ssqvuzg/X8io/CzziFQ0q+Ydq7vvH/P6VowWN1cNLJG+I1A/eTMFA5689R9KeZlt+bZI1YN8xXv9Ac8fjWhaWl1feXLaws7Mjg9j1IwxJx/Cx/Crk0iGet/CC1+x+GNZTzA+bwHOCP8AlmPUV51rq+bq98DggzH+dei/CS4aXwjquVZES7KoGznG0cknqa871JXn1e6SMZeScqoHck4FeRNv6xJnVH4Eex+EIf7M+GguG4Mkckvb7o4H6CuajiRvgRLIOS8zyt9fMrsfFSjRfhvcW6kAwWYhHHfaF/nXJaOjS/AvUEIP7tpeD6ZU1jT1cpeaF2PMNXna3xaQyHfNs85R0HoB7YxWTr5FzqTLE7SbG8v5l5AUBV5HBzWxZ3VhIrz3mx3W4YSKGIkfcMKR2wtX4bPwxEkJmN9dSIB8ylRk9sevNemqqp2umc8pKJwT75JfLwQxbGMc5zXvk6JB8AtKhnkRXESMoJ+9+8JwPeuGtJfCKTSSnRp3l5VA8uNv+1n1r0XXY7Z/g1YC0iMVtlDGhbJA8w9+9TVrKStaxcHqY/jm3jh+E/hqBlG8JEAccgbCTXjNqlxdzGNNvGWwTgMR0HNe4fFkLBoGg2UYwikAL7BAK4610XQ4LowwzpGxVQSUcgk+hB9RWNLEKEG3rcqrLlsdJ44817/T44g3mi1UhgMkHaMn8Oa811SyimuzbW1xHJJyTs3bGwPvD3I7V6b4phjm8ZQRX0kUlrHFkoVKg8cA45rA1vSLW4nd7EeV8nHkpkA9ucgjt+vrXPha8aej63/MmtUXPY8zdGSRdpQ7cjOOldp8IvMHxOtE8wnbFOMg5H3DVa68Hyz26TyyGG4BChEtiVPqS2R9enrXSfC3w5c2Pj+C6kZWjS2lywPOSuK9KeJpODSlrYUWnJakHhQPP8ercykM32qZyVXaOFfsK9Y8VtnVNn/Ts38xXn3gPRLlviyusFozDuuMrn5hwR0+prsfHM9xban5kNv55MBGA+3A3da8/GTU6KUX2Omk0qtzyHxID9rb5ScdhznmuXe3u7meGIRzyYYKgIJ2Dd930HXt610F6l7q+qCEW5idzjglv0Fb/h7wtL/aFmlwbtW81ThU44b3rWjVVCmoy3MK8/3miOwvEP8Awsu0UD/UWVw35RkV5nrPh2e+nnuLZ8TK7FxIwVTg4G31/wDrV6U07H4lX8oTeINNnYgNggHA4qnpGnQS2jH+3JYpWnfKyJlRycf41zqtKmlUX9ahXbUdDzbRdGvoL4TyLZ3c0v7pEuC7FckfMMcccgdfpXsHiJRB8QreePakn2m0Jb28t81o2ekFWid9UFxhhgMOCQeRxVPXU+1/EqG2DOAJ7curR8HEch6n+lX7eVa7krGdGT6nP/Fu2/te50m2WaKMzMY9zNkAn1xmuT034Z6oJfOiuNOV0wyiRmbH4Ec13OvaYn/CxfDiqqrvmx04BHIr0WPTSir++kJHdzzW7qVKaUYPQc4uTujyW08IatbWyRlNJnYcs7sSc0V64LV4xt2QH3OP8KK53du7ZPsn3Pj1snbydozgelTxOWjBJ4OQOemKD5tu00Ugbcr7W56Y/wDr0WksjuVLZ759K9sViXOQck5qvEoaZgzEcHFXijqeWOPeqJ87zwg3MxPTnmreqsNrQsG9dSgiBAiUgZ4wSMGovtG7BJYPjaq4yMVMmnag7hRGyem9wuajube4gnKtkS5xsBOQf6g9qjltuSrbBHI0I3RDJIxgj9R7illUOsUh+8VOQB1Pofeo51lhdTJKSG+bI4471PI5tlEgkLbl3cH7mex96l6bDIHQosfyZG7v3/8ArVev7dnnmnKfu1YJu7K2KoRTPNOgDsdzKCR1Aq/qUuy+uY23lX+6oOPmBpvpYiSvNMhDqISg8wuGKglflKn/AOvURIE5Z4S/GfmBJq1DYNcI7B2Y+VuQgEDPp+WfyqvJY3UZy0TkONuTk/hUXjfcrRk8lyZrVCsTAhuN3c45NV1DnTzGy4V8EfMMDHcj0qSG1cWqRmMhzLnDCtUwLbZZl+dwACRjj6ehqZSjDRERerMOZ5pFUmQblXJ4Iyf69qqwW0lxLtXA9SxwBWpcaezxkoxLg4APT8KzEMscgyrA5wa1hJSXuml+xcnlmVEWLKqFwNoJwB3B/A1t+FdOm1C+tpXumRI5FJUAgk54+bvWLp0dzfTpaRoBHuyx25IHqTXosj2/hnTEMe1Ll0zGuMeWvdj7muihR5tZbIxqT5fdW7D4i+IY9QnOlxsfLjO+Zx654X+prhI7dbrypFjChc4weo7Zqysq6jNcFCzZXn5e57/0/Or1toWtLugi08xhCA0kvyqgIyCfwq5y5naK0LhFRWpyOoSC4vW2LwvyjHfFd18PdIt9OeTXtUXCxxs0Ckfhke56CsVdEFhcQ2siiWX/AFk5Xpn+FR/M1r+ItTeOW0tApWJIt+0HqSMAf59aSdm/ImUuZqKOc1zWv7T8TSXt3H5sSuP3IbA2joue3v8AjTn/ALY1yCa7aJjaRtuIjTZFH2AHbgcCq2n6Nc6hrMVpKDE8hLyNINoVepNd7ql3A1naaXZoItMt8eUhHM7c/vGH93rgd+p4qJSSd2a6RRxunaWqSx3F3F5x+8luP4h6t7e3f6VYu5rl4ZhIQrM3UnB64x+GT9MVrRaRM0zSm5b51OfUg981Yj8PB5Wczu24EZzjGetcVXMaa92L0MebW7M7RtDF1ZyLcNbgvnLmMs69gAen1710b+GrZ9OC/bFkkt1OzZFg454/z6VAmjeQF/fFV5wGfH15q5Ho0rLlZnx/CQ4ry6mLk5XUtBqbv5HENFfROZ0jEhYDOQGyfoBxXR6Y9lfWZfU7i5W4l/1gSXYMdMkD7zY7mthdH8uQrvlJIIbMhB/Snro6qflXjsMc4+vrVVcwUo2TaHOonsYuo2enLYstpJczzIQIkaUkZ6BdvBA79e9dR8PN8/hHxJFJNJI5jV8SckZVu/4Vkapplra6RNOYmWTho2Xrv7cY56V2fgmwsbHQNYeBZSksAO5cuWXB5/Ws6lZ1MPy3bu+vlY1ws7TR4lqUjfbDG6MUUKylVAOceuM1RleeVdxkmeTG3DHoPQV6FpehWup2S3c0cmQ7Lu3EZCng4rRTwnppVSbOQdgdxXIrr/tCEPdad0OpJc7PJFgmB+VGA68dq9SvtRjs/hf4emjixDie0dX5/jyf5np61fj8K6RsZDbBADnO4nPP51s6hots/hHSrHyc2kN3Kpi7EldwOfzrnq46nWtdPR3BNNNHnD+NxLPDM1val4gRH+6UAZ4P6VeXx3MY2VLeyRWYs2yMAknvmtdfCWlLKf8AiVRkg8g8DFWItBsomxHpkBHXaVzx61EsTh3smc33nWeAL6TVPCd7cCGOP/SGUCJcDhR/jXndpCw8c2sLqRm/jzn/AHxXdWVpcQeE7k2lw9iVkZgIGIB4HUV51otxO3iiyvLm5mnkW5QkyNknBqaag71IPpsejB+5FHrnxbu0g8FSRAPumkULtXIPOcVkeGhK/wAFtSXKq3704wGyCoPP4UvxekYaTplsT96QEgnGcLVrwxavbfCXU4ZVAJidsAg9UHpWsJJU7pWuQ371jyO30a3klWR0k2nDbl6sf61dk0q2JDeSRJjGd/p7etayx2lpptnNcahYxtPGrJFvJc+gwB1q6bVo8k4GDnlcflWdWtVg1zXRySld2MCDTYoZgWhG4dSc5r07VkX/AIVDpqAYBaIAf9tK5ExAIZJHJKjBOOa7fVCJPh5okaxSSLLNbgMMAZ8wdf8A61KlNzbNaPxWOd+MBJvtHgHG1HOPyrK03SYX1Gzk84bwyPtx97v/AIVqfFLzrjxdpdtHAu5YZH3M2VZcHPH4VW8PsHk05DErNI0e5mJ9uQKitzRpqxpX1sQ+JCtx4ruVkYELH3zWebOMZCsU7Eo3+PWtS709I/Ed7dq7Mpwihnzz3HPp/Whdu8kRMT1DAYzXLfkSitbIyxErzZRjtyrqovT052/MMZ44rqvBMM660xMyY8hx+7OGBOOcGsdY49w3WrBT3znFdX4USFNaRY7Z1YxOdxPHTvV0ruaIpfEtDP8AAUc0erxbrsytItwzBkxsfzD7YI/xqfxJd3MniC5tLhYTGlvvR0UhuW6Gp/BMCJqjjYyzJNcIeeBhzx9eag8UbR4nn462n/s9dFd/uJXR6VG3tdDgNOLp4rjaEAuu4gE47GvQtFuZpdTt7dkzvbgiQMFPJ78muB0m0W98Xxws2yM7izHsAK9I8M6ClrrkU/2yKZogzMEB7gjn0pQp1JcrjsYV1L2mmxyWmtcy+MvE9xM0ZMWlSKdq7c5Ix3qfSbOLyxdO7+SJnWREcDIz6Yz+R7U7Rwj6540aSVIwLMR5dsDkn/Cm6PbWsttKLjzSfPcYRRxyO/68+tOs3JL0FVV4m/a2S2t0BFdhlzhd4LBhxj2zio9aeIfFnT1MmyVjCRxncNkmR/L86llig2RsyXAKYXl+MZ6n/PamaxEf+Fn2ckjgoDA6HAz0dcfrSw+kWpPtsY01ZblPxWRD4/8ADThthFzjPpxXdi7ThS4b1yCK4H4hyrp/i7w9ePjYlzlsjtW8fGFosTSRRRyEYAEZ+bB74rsku7sas6N5QpGFA4z/AJ5orn/+E1tOnkS8ccoT+VFTzw/mJuu55PH4UaY7pLO3G7nG3Iznnqc1N/wiUyt+6gtYRzzt4IrqlimChkYs4XO08CmRvctIFCgNjnvivQ9jH+maexh2OYfwXLKiL5YR8fMyEDd9c9Kgt/AdzbXDTAIwIHytIfl59cV2Ie+YZDSKBxgHGaik+3Mm4tkHHyk1SgkrD9lC1rHON4Ru42YqsChhkjfzn2NQr4Vmhu0uneJHTBUpPjkD0wa6RYZ5FIdsE88Lwv8AnmpI7Z9oBm2+h29D6dKXs0hKhBdDmLjwhDeKhaKFMDGVfG768dazpvA6Eg+YSB0zIcY/L/Oa7toI23b7h2z8q8HOc1ELSFxuzK3AAB6D9aqMVHRFezicXF4aigJbEIGMljI2c9jinjRYhKCPsrBuTne3PTn0rr/s4CA7QAvqo6f4VDJMIGynTrkEcen1o5EL2UexyT6S0YIbbtwfl5X/ADipFsFWH54o1x23HJ9z/nvW9JbzzkJ5flqGyS3X8OeKRtJUESOXbA7rml7KHYPZR7HJy6UXkSWINwchgeB+ZqKTRpShDSHdknlidx+tdmlmiEL1DHoB2/lVhrHBBWIqp6sTx0o5Utg9nE8/XQ5SwKx7gB6k+1Mk8MmQ4eJ938IYkD3r0JLRzjc5CnpnkVY8tbSKSa4lCRRqWYkYAGOta0abnNRiTU5KceZnJ2OmWHhPTH1G53ZH3YyeZG7KK4fUNVvdbvxNcu22R+Ao4xnt7CtnxFeXHiO5Nyd62MJ2xIB0B6E/7TVoTeGI7DRobeVo7fVmzJIrk7kVuFjA9epPvkdq7qtSKSpx2RyU4P45bsxIVvYbmBNO2rNM2VXIJJ6jOa9EvdMn0Hwg2qXMjXWoXToZ5nOck9APYVj6ToK+Hp7V7pd17cjC7v8Almuf513vjlIf+FbwLJPCj7UKKzYLY9B+dcOJrulD3N9vQ0jHneu35nn9votpdTfaJri8Lud5DoNuevBB6VqHw9HqHijTfNT/AEZF+d8f3RwCas6ek8+kWkudq+WNq5wen862NJMn9o28cp+QuuSOeD/OlQcVF8z1ZrOk7qUUZHiOdbnXIrp4BFDGhitlK4YrjBZvb0BrnNUnMeoWrnYy9+M7txC4H+e1dD4/1GyGrQW8Ec0jqwDh4toK9xzVRdG06CdDHbIFxuHykleeg54/KuWP75e9pYJUeZjVt0D5uCyADJylW7aSKSQ7WYSNjaFTkjsPxqwtvE0YjdVxyAM47/SlVQgLhpAwGMg459P/AK9c0sAu4vq9upDHdCN87I5AvBOzAHUfQ083sM0pEcXBXkoAMelOEyxnAnmOOxGRjvkYqP8AcljuiTdtBGFAAx6+tQ8A9kwdGXRltFlVVK7gOcBcMTmpj5sXmFY1KqNzlue3X1zVGFwsrPChUspX5GIA9eh5q0Lm4SFsY3nrIz5I/ChYFpbFeyZn6+91Bob3yOglt2SYAAkehzz711nhWFYtHu4VLMosgFbBAYY4rk9Zu57nRF822iuGgkWR07SID0P59x2rqPB1/NPocsMm/ZDYKBkAcgY49ajE0HHDbbFUoWmjm/DYmGlqscIcF3AweScit+JrqR9wt/uHLDB+YelYvhbVfsmkSIpbeZGKqpyee+Pyq9i53K/myq5Aykj8sD7Dk0o0r+8FRPm0JJ7eePLyJHESx3AMeB+A9KnG4+FH2Smfyr2Fh8v94FSB61BGv2a5+0DdOhbEivGyg+pDH8OK1ZZ/tXhrUliWMSLHHLkDkBWHAxjkdjTnh1a4o07amNPFJCiyMNmPvDZ835DPSqsU0Mtx9nW7iST+L5uD68fjWxf6xDaowMrDcxyGX5j/AInjpWdY65HJ8q3nlgqMh4gnfBxgfz6U3RpJkuKvZs6CKEw+G7tS5fcxySu3tXkmlwSTeIbGGI4ZrxADj/ar1xrqObwzcSwncGZuTycgV5x4JjM/jrSVHH+k7j+AJrKnZTlym8lZI6f4xTtLq+m20eN6pI4H0Fb3hxFl+G2qCMAkwnO1cc+WO1cd8U7vHjiIHkRQA4Iz1Ndh4WDzeANXjcNE4ViArkFfk4+ldEbexvI57r2iR4zcuL3UNFtgShLRpuwDjkc4r1Sa0MUySeeqqEw25jnPsDn3ryaGAP4l0iIEgO8eSO3PJr0uE6mS6wXKxAPtUvGQAvZsmt6yi1G6voKlFWbsaFxaAyeVCDN5ibyjSBSx9uh//XXXyWoufDmhwiMptuYWKk5I2vk8/hXGs08EO25gS4cnfvEYGD379f6V6Do6CTQNNcLhVXcBjp1xXOuSN3E0SVzh9ciOq/E6SEYItdLkbk9CwI/9mqt4ZSyXTtPnIkaZUzsDA/MpIJH5YqxpUMGqeOPFssyowSFYE39OuO/0rP8ACtoy20G5HUIsoIIwBgsP51g5JLVXNJ7pEeiXcN7rGuI+/wAvYHUumDnkHAPt/Krgt9LIO9iAxyjJIy7+OWII45HvWZ4ZWGe91W5YsuyVUHpjBzmujOmoZlUXRCAAopwcDHAB/GjnjH3eUzqfE7opJdQRW+xYVmYAFI5ArZ+hrX8P3kZ11bcQxYmQh9pz0GemeBVNNHVl+WfdIjbhnj5Sf5ZFaujabFa6rHN5aGRQ3zRvknjnj1pxqttJKwotXMzwLIIdeu7EIAEuLhkbYOPm9c1V12Z5fFtzHIu1ktcfX5hWn4Ijim1jU7hIyCLqdQzDB+8O341X8UQOviYT7cK1qyk++QaxxLfsnfzOul/EOE0uRYfGcW+QxrhvnHbKmvU/CU8lxdTMzOQkYTDHOO/XqeleVW0Pn+MreMH7zeuOxr13w3aLBK4KLukdjgegX/69XQbbguljGr/EOH0kgR+P3KgsEAIPphqhs7aWMXxmICrch2WPOcbVxxnOKteHrALoHjcxx4ZrgxADrgKeP1rRn0911W8dNyAS4VgehCqDSxU+RKKMqrtC6JLZGk09SIFdTIsILMQyg85b60/WikvxH06MTMG8u3fYF64Zup/Gobye/sL5FQq1tNj5+MIQpPP1yRVjU7/T38X6DMsoa7KQxKV5VVJyxz68ge2a58M/ebfW35nNS2bZR+KO3+29AJ/5+jwRntUAazdlWWOLCgBQOMj1Y96q/FZrpNd0QNcbohPuUbRkEEd6gvWC2zSXSeREpyHxtUnHQnv+dduKjLnjbzN9b6I0xb2LkkMoGeiuR/WisWIReSjeahVhlW3/AHh60VzOUlpYq0uyNvYIwQ7kt12jHT16UscilD/Ec+tQf2lYDGWVcn+IHNRSa1YRuo81yM4yqZ/DNe97an3NeePcuY85z8rLj1PFSxROwyR+bDn8Kzhrljg83BUHBKrj8TSnX9NikJDzHd2Ck5NHt6fcPaR7mgbbjAMaE9Mvyfyo8kZAQq+emPWqo1uyeMFHwFOCDngmmprNu+FSXaM5xIDx9DR7an/Mhc67miLQ4/eBlUH+FsU3y7ZW2qkm484U5/lVSOWK9TzFm3Ag4VT/AE+tX4LJUUBJgMLt7LVqUXsyuYh+x27Od0Uo9acLPT1UslszFwcsxrR/s6SVflcDJ5JNRNpThwTMNoNUO5QaGGMZjREDDox/xqtKkpYAHd0+VucD3rSmsI1GfMyff+dVmswDnfnHbpQBVS2MhO9Coxw2aU2mTuO3aRgVa8gjKhyRjHTOKYXZcfvlG0DgrigCvJZksH4HYKDwPeud1rT9Q8Qaxa6JC3kWLMHuZz/FjnH5frXXKIzjcwJHQVE8MMnUA4yR2z9K6KNRRi1ezZz1oOUk7Xsc/pVxJomjrZx2Fs0ttOZEkfDAzOcISD/dUdPatLSdHS78Ux317L9omLZ3Ed8ct/P6VeWK2jjCqiKmcgEd/WtXw/ArapESAVCscj6VlUqRhFyQ1TbWpw/iWAHx1BB5rsMqVVmJ29+K6Px7CH+GVm8gyybOSOetc/rbCf4pgAkbBgYHTCmum8e/L8MYAevyDn615LqSqUYvzNORROc0iPZpVmY4PmMKksHPPHpWnYOi6rbs6lXWRSD1AGRVXSY/+JLZDY2TAp4J54rSgjZbqPCgbXXHXHWu9K8CzI+JUSpq9tIFHL9fxq2i4OM7uvLE4qH4nN/ptsR2aroh3KCTyefukiuHLneL9WOSsytj5T+7DHGeDxUbIFbC7cgZHPH41bZNgcsjbQeAB/WmFHZtuw7sZwRnFejYRRWGZpQU5bH97tR9ifbyhHPOWyR7AVfKOozsZfVh/M8VHGQy7trFjnGD/kUmMp3OmvNabVl8kkkrIhxx7c1m22hXsDI39u3EgXIG8ZJzXSiEOCysQMemT/8ArpGtiCFKsMc8r+tNSaE0mcb/AMIkAo/4mlyhxt/coqFhnPJ6n6mu48G2S6bpmoI8txMsdrhMgFtozngVAmwIwVgezBR09iMVraBGhN4yBtrWrcnpziufFyvRlfsOKSehwegAyaY8rQK0P2hkRjwfXp2rcSLaRJsJcN8oHf8AGqPhSInTJvl485ufTpWwygEADIP3QTx+VVR1ghy3CSS/Ub3CbmAXMjZAHfgc596vWE811JfWsrRZksZQAnc4z/SstkVASqhQeSduc+49q0PDwC61DtJR5VeInZxllOOtRXgnCRNjlHgkuUMqSnJwwJlBJJHuOKfGtzaK/nxxgBQS7fOEGe+OoI/lVu1gC24VrllccHcMYOefw4qO20iwtJ5p45oBLKCJX2sxce+ev0rL6tGUU09TKVK+p0FpIp8AtKm3bmQfIMD8K5X4YxeZ46tH4+RJX5/3cf1rsJohD4GaNWQgB/uDA61zXwnj3eLnc/wWsh/MqK44rklJGjWiKfiVZdU+JGoNdohit0EZROsn90c9Cc/pXd+FyJPDOvgOJCRksD1/dkf0rkWtBqXizxNdbWZ4ZAq8cYxzn04H611XgNCuia35sbYZR9wZyNrdPf2rrl71KyOSz9smeMWwI8UaX82MMpB9K9MhKzFQbsKSSAG4x68V5xaRyyeKtM8hW3B8qQMtgE9R0Fd3cXkltdSNPZyIzMQG2jr6j1/+tWOJ5mo27FxjvY3baG36y3ZfPVSffqD9a7vTFWHQLV23EpGwJxk9T2rx4eIbe6uI4LSNnLcNHggA479hnmvYbCfb4Vgnk6i33t+RJrCnCUeZvsaK90ed+AJPtl14tuVdWEkuAXUENyT0P1FReHI3udAuJJWV0DTBgeOdx7f561nfD2W7t5764WJTazhwxJI5J4P4HH51JorXE+iX8UEE0SO8jII3zkggZzj17YorbWRbdpXZU8JAxWuoyR4VWuSMnnoBx698108s7x2kU7GNgRtCr0ZgeDnPoa4+TwteWl4kkbSZ++VTPMw9uoHf/wDXXTaPYGCzuodT2y3ToHkDEnbu4zkZAOCORWdSMW73M7qTdyuutIJf+Pi1jDDZlzjJPT6846Ve8O6/Dca5aRreIxMvl7QjAE4IOD354rMsvB+l+UIBNG/kOxKkb8HAC5Y4IGef61u6XYGz1qA/ZYk3zgsyA/KcfMevGT7Vt7KCtZ3NXTgtS14YQnWPEVuCw8q6LgjtuKnrWFrkz/8ACcGIzzMhtXJR5Cyg5HQdq6jwtHt8UeJ0dncmaIZc5ONpwM1xWst5fxDk8xgmLdhkmorX9k4rzNYte0MRMJ4ttS2Rl+3416d4Mmhl1KXy1iV4oGLbDnOWGCfyryvWT5Wp2s8ciZkfapBB5zivTvAlrPZafqdwYk8xlXbuyOAOh9OfrRhoNuEnoY4hfvLoy9KjeXwr4kmjBUG/nl8wcZIwAB9Oc/lVe81AnxHqkBjkZY5hwrKc5UdAefrV/wAOTyn4ZzyGNRJPcXDryCCd5Pf6d6zY5Vh1PUJ5IpLlzdMWJOMcAjjGMDH5ioxEVJu+pEkpRaGxwiWaOISpGgIzG+WQ9up9Dxn3qxqNlbaZ4n8PMh8qCQb9jP0csvA79eAKW/nhKskwaJZBjAxucckEY9xnOKNdi/0rwoDJGkEaZLv95jvXC/XIHP1rnwz9/XQ5YrVkfxciVr3RC3Cm52tg4IBrnp447e0jjv8AzQMBlVQQHAHJPHp2xmus+LS7ZtFl4GL1RkjIFaEse8F/IWQFcCRMjHbIr0sRUUGmzoTst7HGQ608cSx2um/aI1A+eOHI5GeSMAnBHQUV1ZuPsx8q2gIiAGNpAGe/b1orgeKi3t+P/AMHWXc8/MLqQNxC5HAPU057dDnc23+EgMSR+Nc1b63MHXcDnrg8ZwOeKv8A9ptgA7SQN3fpW8sPViY3fY1za2wjKrKWX0JySaaFRCxVNqjpxVCHUN7CRHU8ZOFzgUv2tjIxUsF7AHms3CfUTn3NSKGMqrOWCnvjk1YWO3QfNMwQ4/hycVkR6gRgEuPpyatJqcS2rRpaq8hJzPLk4H+yOn4mkoM0jONjTe+tQqxrbMwB4PcDrUZ1eRZBJAjR5xuLuWye34day/tTgYBIP1piSnafnAPoaFKSD2nY3rbxBd20g3gzZHPmN0OeowOmKvJ4hmYjdbRoC2BiXr9PeuUMjqDskDBhyc9KcHO3duz8uME521vHE1Y9SlWkdvb6zDLIVZXVs4Bxuz+VaHmK0Z3AbTxnPTNcDHfSBEVHcFRjK9celdFo5uEXzJWBi6FC33j67fau3DYqc5cskdMKnMbqohbHUY/vU024OAB75GBVaKRnY7YnBHBHTA/rU0cxbcoRiVypwpHP9a9A1uSeUNzBQqnHrUZTPUA8Z5qT5z9yLA6nPenLDI77tmT9OtAFd0XYVYDB6g9BWp4fCG9d17RE4x9Kpi2mzkKQOgz2/CtXR43ieUsAP3fXHvWGKdqMn5DW55tFi5+Jt67cBFf+QrqPiKv/ABbqDrgFD+tc3oKtP4/1aQKDhGzk4x8wrpviTLPF4DgVVhMTBFcMvI+hBrhgl7CN/IUtzO0mNV0KxZsAG3Q5znt+lX4gwdG3ZII6jFU9AikOgWAZ2LfZlOQPbjIrS8udAP3e7JHGP0r0l8A0c78TW/fQsOxrRihIhjO2RQVBJDcYx71n/E2JlWJiCFFb9mGFtAdpYtEh3e2Aa87LL8r9WXPcr/OxO3fwOWx1qMrtYAxyBvTqDWlyi7xEB3Bz2o3PujIQLn05J9q9MgpFuAHt8lvl5HUf0pPskxZhtdVXnO7GPatCMXMu5WJB67uOasJal0AkdySfXOM/zoAxQkwlIYFVzkFePw+tEkCnAAVW98nHvW9/Z8Tk5jlJ9umaa+mgKUVWZG+ualjMaGIFCAgO4YLYxznmtjSVkLzBmXb5DjAb+lRPprbs+QMehJ/CtCxtWtWnbyULGNup4+nFYYiKlSkn2GnY4Pwcu/TbpSQFFyxzjPpXVRW6SqSwjQ53AkYJ98etc94Ad3s9VYwnYbssqA/KgxzyfwrrJJZGztZFPHyqu9vUjPTpVUf4aFJobHp1q24OQ2evy9atW1tZwXkQV03BwwGeeOlVPsvmsd4lOepeTj16D8vxqeKwhQE7z15VVAB9j36/oKuSumhXMu0sdOkku4njieWO6mjLM/H3sjgc9/0q6ujWT/dtwMjAOMZHXp+XX1qSAJDq+rABBumSUHHJ3Rj/AA/WrBeSdiQwUHPJByfXjt/9esqDvTRLMzxFClv4bmjjGAIzXG/CgSf8JNdMqjy1s33n0+ZcV2niWJk8PSjLMSpOW6nNcd8L5o7e41ueQlVjtBuYKTgbvb6VwNuVSatcqWiG+Hb6RdQ1t4E8xri+bnHpngenU13HhFVEOtERSRllDFW6Dg9K43wOkE3h29uJgdv2qVmYZ5HHPb1Fdx4Vkzb3zEOImj+QbSTt5/zxW058jjBbsxlo0eZaDo0LH7ZdSwoJ/wDR4EZxvdg5LAA8YwOa0rqE+YsXlDzshSZVV9w7ADP+OawdEgW41kPdO0djB5uybZ91j39fTgc11x8LPJAJbaZGRgMSC6JUg99rDj8DXNNT+y72Ji2m0iLSrTcrW+o2MLLyFLoJCw7EHqCPT+VdvrUw074ezsqqgSzKqqkkDjHH51k21ikP2ZGuVDKPmRW3quBg4Pfp+FSeP7oW3w6mwJHWRFjDYAPJ6kdulUnKzTOi+qOc8Jy22n+HrJJraVjOj7nVA2AeeD2/H0rXsI20O1SG2limSRG8uVl77iwyOx+auRgu7q00S1hWAr+7VSFcLyc/rx3rcNqDpR863nWXAy7ZOR1wT3PB+ormnKd7t2MG7u7Nw6kZAJpVZlRlMqgAHGCc8ckZ/lU9myyPJIXDpJ86EN98d/w4rmdJnkubSaS9hure3Z8N8p+ZV6dcnHTFatrfxXE1vDCpxFx/rOY+mB78ccdKJxfR6luF1dFia20tdRZjATvcvJIw4II6Z789h15rUtEMk1vLGsfytyuOcEjn9KpWGnMJ1SbfJK37zqPKOOcbe3f0Iz71p21xHM4UJGuHxsHOBn1FVFwurvcG0tCHQ45Idb165kZP3txFtCjHAUjJ/HP5V5/4rt4rj4ixpKgZJLdsg9DXdQSSw3euyiKNitxCCBlcqE/HnmuB1zU4r/x5ZhLd4pUjcEswIYYPTFa1G+Vtdn+RvC3Nqc9dWltba9YokaoqzAnC54z6V7VoscVvoV/PHwrgnpjOAa831zTYotU0J5EDCaVQ65xuBI716PfSwWHg/UmVRAgSThFYhTj8+9RhpSnyvyZniI8tSy2OVsXig+EMSyoAssEsm/ryWP61d0mVoXvQqxyN5wypI3KGRef8+lQ6XbLc/D/SrLa8QktH3fVuppl4RHeX8lvJHG8TIP3iEbvkX5Cfr37Z/CsK1Tmm12MOa0WT6wDeXQ2OFmUfu5UUbxgds9ufpVJrC4v30DzUklaJwCxUfKAckHHTnv3rQt5d1tFdi1kIADNG7AvGQcFuPvKans5ZlxD53yiYkL5fyomflAPbgVnGXLO76si9ip8XYyNO06dgTHFexsxHYZrSl2yQieCUJjgIDncD0ziud+L1mptdOcl9jXSqy7uCD7V0LwJaRfZ4mlDE8HbuA4Hy+wyOgrtxsVZNhNprUgLCSR3g3uhPOVHBxyOaKzbu8S1uXjkPl85G0Nhge4/X8qK8n3/5Tl+RyP8AZdta6O88vnRKIiluk5UvKc54X+Fe/X09ay4tFlubhYoYXkLMOi8EepPp6+ldXp2q2hx59hJNIp4lk52LxgAdgDnPcituC70+2Z4xAyJK+ZjE3+sXsPYdeBivZc+Z3bOv2aktWeaXWnJayeTHdJMqrjMY4B9BmprPTppUM7SiK2jOZJmTIB7Ad2Y9hXol3FoSGMy2FuwhUhSqqq7iR1AHT6/40sj2LOki2cLNGWWBSfkUd/bd055P0objfczeHTZ5unmxYAUdP7vJram0Iwfaka6R51ZPJMZJDgj5icA49ua1ZNPtZ7xvIkjw2GbL/KGz8x4/h54FdC72F4lwJjF5sjEIDKMsuCqg4yVHTNRT5XfmE6SWh59qOmfY9QntwXYQ7QXYbSSQM8fU1F9h2QhmGNw3Z65FehXOhJfStfKiv5zgr8+TjaMZHbGMVfh8OWZbM21VUfcJBz9RipVGrOVorQccO3qeYQWcpAOxmGfmC1sWnhrU7iZWaIiEr9+RgFx7V6Oul2kQ/dLCvGM5/pSG2jDDEsWT0+eu2ngXe82axopHPWPhxbNmZQvAxtOAoNakemyHkui8cfLnFXRDtB/fKf8AgVOGAcCSLPb5ya74U1BWijZJFP8As2RQP3nHPOOPapVtZUyFII65HXH1q2rAHHnRBv8AfxUnmQqMmeMZ/wBrirKuUlt5yoJQH1y2c1bCuAD5YwOOvWpFuLfkiaJj04bpUb3luOk0IGf738+KAuOUDZkpjnv2pslzHbWs8rRMQq5IjAJpMiXIV4sHj73OajnhEWn3DebEAy4zu4rmxkuWhJ2uEdzzXwNqCXHjrVZYldYXiYkvwQdw4xXV/EsBvAakHIDKc/jXP/DjSUbWtXnNzazDAAEUhOMsevHtXWfEGzEngZ4hNDGFx80j4Xr61zzh+5jZbNCbuUfDtyP+Eb0wbCT9mQD8BWo93KV4gJOcYJ/WneE7CP8A4RLSsSRSH7MBvRsg9enFa0thAkTMxRVA+9mu+KfKgbSV2eRfEnT5FmWTz5mjb+FpCR0rtNGjZdEsFVcj7PGAx5P3R61n/EPT459PV1urZBxhncgH9K6Xw5axv4b0zdcRMTbJyr8HAxkZrgwMpPmT6Mp23RWkty2WcfLjb0/zmmvAi7SwTAHykgcj0rXNtAH3JcK2PvbWz19aZJZfK+VtlKnAZ3zuOOnGK9CwuZGSv7oFl5PQjB/Ola4nKgLIFPIPynNanlQJvP2m32qBny1yc/XnH5d6mFom1d7s5Vcsd+3OfUDHufwosHMYyTT/ADbpGyepIP5VZjupCmEm81wcEIM/n6fWrhs043IhA+f95KcKOwx1/wAmnrZRqcSyxkAYKrwo7txj8KVmHMUYbq4dSFmJJHKRLuPPTnsatWolLSFyx/dMPmfPTvjpyc1PsEas5liVTnktgA//AFhTY5YzJPH50aBYsnJwACOOT7fzrnxV/ZSXcSkrnGfD63ifS9QaRA2LskgjPAAx+Zrr3KqCFEW1fvZ4zzz+Z4/CuS8DwtFZagsN1A8qXDAmB8jpxzj+VdYLRRsLTxggYPOct37df8azpVHGCjYJSVyCR/MwqAuMDaYwcD3z+Z/KqzxXfzL5ZQMOgO4gex9e31NayhQc+bGSB3fg/wCcfpUTf3EkjLAngsePrxxx/OuvdXEc9qBmHiPeVGZbGJk+XHKkg8/XvS+fcyMAMt2yWxWlqCKLzSZpZbYuzy27LuOCCNwAOOxWrMNoLi6jVWiC5AYhsk+w4/Wueimk12bEzI8a3l9pmlMsFtBNEkShjK5BBxz9a4r4bSSNbeKJpNgBsgQqduWr0DxxCtzo12DNCnXl2wB9eK4PwZbraaJ4kb7bZtuswpZJSQvXk8VyRndy0sVK5teCvsz+GLO1lTeAJJynYkEkZHfoK63w1cxzvc4dnfyzvLDG3kfKK8lglu9L0uOSPULBFjj2gtKxGW7/AHfw9uK7/wAFTXE9rdxXUiRzNBsV95YHjqDgY7cVyzhUU/aPbY53NuRxt3pkUdnqEltBNOyTeURgEMGIJxjkc/0rV0rxHb2uiMBDNFFbx4dk5VC/AGMckevp71X0+3uk1u+jjuoApuznyJjuB4wvT2zXc2Ont5LMn2NTOwaeMJgDA9cc9e/YVrCUoK5vBpXZy934o06SI2Z2NDblcNFzG5AAwFwMk5xz/wDXq98S5QvhjStOVQv2iWMbVGBgDPA/EVswWVhcXnlSiC6hkkMcYmiGA+A2UJHI4/DsazfGVi+peMtMjE0IjtIvMKFyGOTxxj2q5O8HUY+bqJFoyzWk1umoSRRlY33hdxLDgZ/LpWiIJL23SVozgAoC5GWC8ZPJ568fhS/YodTthZzRwxo3A+zzNHIrjJA3Y/n71MkCWGmw25m2W6BdyNIH4POAQOf51k4qVL0J+JBDp9vJF5XmB1UhiJGPA9vcdvSmT+H9Ok1K3xGYTCSxVDsXr1J7884qjqizRvBa2/kkNNuQtcAEA8+nPWtaFVa1AW8VJFRWBEnIU9x7HFZ0W+Rq1n1FGWgsVvHInmIpSRXIKBvnaMDAUc98Z+tVFhSyuHTcfMlmAiV/vnIJyfyqeaynNv5Wn3yIrEh2OA0bd9p9frSxQlJt3nRrMUAGH5IB9ce+c+1P2UIpK2wWi3qWrePzdIvZmH72Rgz5OeQMV41I5bx9ag9csv6GvbNNtvL0iaGOSNlLOcjPX6mvHbnThF4+tnN5Z/677plO4/hitHTuvk/yNYv3lbudB42h2PonzFNsqjcBkjp0rqfFFx5Hw71MPJulML5zwTk4yRWL4+thKumYubeLbOuDI+PT2rQ8a2hutI8s3FvH9oWOHzTISrKG3Z4H19qzoQdNDxMrtMY1lJ/wjNiqmJZoLYInzkAllGcc5HToRTb5bWCXUp5nRTDsLK7gA5RR1NWnazFrcRxSW7yS/JHGHHD4woBx+NUNU0s3WtX8moGB9JhjjkucM27IiHXAyAMZzU+x9o1pozFJNaoZZXthd3EQtwoJG0DIDcjJGOvccir1tbW0epraZX7Q+4/O/LKvRgv149a5SLSp77W7LzL22u4GkEkUisySyRBdqsx4yePug/w+9bur6KZ7uO8jmc3sZ+QJ9/rwxbGTwM4PpitJYJxmmtiZQ1uhvxeUf2LZO38N1HVsXzsVBhnmUttzGARnPBJHbrz2NRfFu2+0eHoB9ot4mE6HMz7QT+VM03w08OkW5F5LHfmARPtZii8feHTOezHpjjrXfUpc/QnkT3JdSNjNdk5vBtULmKVEBx14JBHPH4UVWh0G8YMsuvzySIxR2hy65Hvg5PrzRXDKjK+iHZdjEvpWlvreFuFkOW2/KenqKijuJJJRG53IB0POeM80UVDQNIS5u5UtY5AQSmcAjjkkHPrQ97JGIiqpwvAxwKKKhbsFsMSWRoiwkK4BOFAAJDDBrofDttE/nysMsrEDPPeiitaKvVSCO508KrtCBQF9AMf561dht42fBHaiivbRp1HCFORt4zSJBGXYbeAOMUUU2aDhbRMMlRkcg0kVvE2cr2zRRTQmONpE27IPBx19qjOn27YVlJGemaKKYiQ6ZaDafKGc9+acllbqVURLg8njrRRQBNHBGOiDj2rL8QgJo8+0AfKelFFceYf7vIun8Rw3wgjVjrbEZJkQfh8xrr/HKK3gi6V1DDyyefWiiiSX1dEvcg+G7mbwJpvmfNgOo+gc4q7rM8iLKVYgRyxIFBwCGznPrRRXXT2RlX+CXoch46+fw1Cx67FrofBscX/CF6MxhjLOqhiV5OC1FFeXgH+8qerNmvdj6Gg88kk7R7tqifGFA6AHH06DpUyQxgplAxaZiS/zHjOOv0FFFeoTYkQ/cIUDzJctgYz1/wDiRSp+8hO7ndIc+9FFMQctKSSeWY/98gYH61BuP2xYBwmQPf7hbv70UVLExoiVZOpYgD5mOScgk9fXFOaFRb3OcsXgbcW5zkZoorjxev3MaXvHC+AHa28PXRjON12y/QbR0rrZGZYmk3sSmAATx1A7fWiivKpybxSTehnL4x8cSyhXk+YsOfTv26dhTkPOO2Sfxoor3+iLKusKGsLV25K38AA7D5tp/Q1t22Eu1CqowMdKKK5qWsqnr+hfQ5XxcSPDdyfXef8Ax6vOvDDn/hH/ABOnY2Ct+If/AOvRRXHSSuxz3Ok0W3huNG0wTxiQGBRhs4GeMgevvXV+CtIgsw17HJMZZHdGDN8pC8DjHX3oorOgk5zT7mdJLkfqZthbxJrupFECtBeeYjDrlsg/yrpmhW2sXMRZd8iluc5yOev1oornf2fX9AWwsMQXU4sktslCqG7Daa5XaG+Mc5YswS0VlUscAnFFFdlJJyszSSOpt41nZpXzlpsYBxgg9fXPHWodZ0+FpPNYyFlIX75AIJ7jv1P50UVnXSUHYmWi0MbWU2NahWYBrxDjPT5gOPTqeldFc2sdxbzQvuxAd8bK2GDBSc5/CiipwyToybMou/MZkVug0+5uMv5rOuSXODkDPHTueetalpAu0NubcpC5z1B7frRRWMP4vyK+0i9pDmaydmAGHYcDHavGtfjWL4gWRXIzdL/Oiiuh7r5/karc6b4lKDbWAOeZ1FdD4nRYbPTggxhkUfSiisn/AA/mGK2RWt0Sa6nsnRTb26rKiYxkk45+nam6nbrZXOuaykkrXSCNFDSNsACKcbQQDnODntRRXfRS5Y+gnuUrDWJ7ryIDHHHFcMFKJuIQZxhAxO38Kk+33SeJYLYTExfuzggZyB1z17evc0UV01NNhrcy/i7fytoqQlUx5oIbHIIPFdRZ3lxqBjs55pPL2pko5VjlfUH2oopXM0tDesdNhhsYY4i6oq4VeDgfiKKKKok//9k=", "path": "/data/wangnn/datasets/waterbrids/waterbird/082.Ringed_Kingfisher/Ringed_Kingfisher_0011_72982.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 4738, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/082.Ringed_Kingfisher/Ringed_Kingfisher_0011_72982.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/082.Ringed_Kingfisher/Ringed_Kingfisher_0011_72982.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/189.Red_bellied_Woodpecker/Red_Bellied_Woodpecker_0104_181616.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 11101, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/189.Red_bellied_Woodpecker/Red_Bellied_Woodpecker_0104_181616.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/189.Red_bellied_Woodpecker/Red_Bellied_Woodpecker_0104_181616.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/179.Tennessee_Warbler/Tennessee_Warbler_0015_174847.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10542, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/179.Tennessee_Warbler/Tennessee_Warbler_0015_174847.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/179.Tennessee_Warbler/Tennessee_Warbler_0015_174847.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/062.Herring_Gull/Herring_Gull_0064_47832.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 3574, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/062.Herring_Gull/Herring_Gull_0064_47832.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/062.Herring_Gull/Herring_Gull_0064_47832.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/155.Warbling_Vireo/Warbling_Vireo_0079_158791.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 9059, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/155.Warbling_Vireo/Warbling_Vireo_0079_158791.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/155.Warbling_Vireo/Warbling_Vireo_0079_158791.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/141.Artic_Tern/Artic_Tern_0047_143549.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 8251, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/141.Artic_Tern/Artic_Tern_0047_143549.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/141.Artic_Tern/Artic_Tern_0047_143549.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/106.Horned_Puffin/Horned_Puffin_0082_100876.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 6166, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/106.Horned_Puffin/Horned_Puffin_0082_100876.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/106.Horned_Puffin/Horned_Puffin_0082_100876.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/019.Gray_Catbird/Gray_Catbird_0107_20513.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 1024, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/019.Gray_Catbird/Gray_Catbird_0107_20513.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/019.Gray_Catbird/Gray_Catbird_0107_20513.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/057.Rose_breasted_Grosbeak/Rose_Breasted_Grosbeak_0011_39207.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 3283, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/057.Rose_breasted_Grosbeak/Rose_Breasted_Grosbeak_0011_39207.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/057.Rose_breasted_Grosbeak/Rose_Breasted_Grosbeak_0011_39207.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/028.Brown_Creeper/Brown_Creeper_0059_25010.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 1572, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/028.Brown_Creeper/Brown_Creeper_0059_25010.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/028.Brown_Creeper/Brown_Creeper_0059_25010.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/165.Chestnut_sided_Warbler/Chestnut_Sided_Warbler_0069_163921.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 9675, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/165.Chestnut_sided_Warbler/Chestnut_Sided_Warbler_0069_163921.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/165.Chestnut_sided_Warbler/Chestnut_Sided_Warbler_0069_163921.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/150.Sage_Thrasher/Sage_Thrasher_0075_155527.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 8800, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/150.Sage_Thrasher/Sage_Thrasher_0075_155527.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/150.Sage_Thrasher/Sage_Thrasher_0075_155527.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/083.White_breasted_Kingfisher/White_Breasted_Kingfisher_0120_73439.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 4844, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/083.White_breasted_Kingfisher/White_Breasted_Kingfisher_0120_73439.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/083.White_breasted_Kingfisher/White_Breasted_Kingfisher_0120_73439.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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tFh5keRCVd8Hlh169aK6lB2HzI5b4hQR3vhfS7aaKSWbTLl7N5/L4UbflyD1yu015XGl1JHAkKgbFCOzpxhW/+tXuvje0uHg1HEU0onihuWUclDE5DH/vll/KvF7aR7mWWCJnVHujncMERkjkA9jnr71m1YN2aV1bNrviCDU9Q/d6RPdkC4YbFmVMICyjAUA9z1zSr4TmvNDur/TgFnikjiSMt8pLPhcE9gcEdq9o1HQNPbRDZny54kZkYSHlgxG4yD0z+FcXpeiazoeopp01rH/ZrXKCGYHd+7j3ODj1GVAx3q2kkmQ3rYzvBvhyy19xe32p3qeInmeKWa2bYtqVJ6FeG5x1z19MVZ8JvrPh3UL6xj0l9chhuCsqwERSJtJAfa3BBz+tdBb6Fd6e1je2ts6XEE7xyq7YaSNyXAIXoyg9e+cHrWPofiG2sPiFrb3W8wOWZ3hQyKh+U5OOdvPcZGOfZX1GbOtarrGpWd1FfafDpVvcRtFuvN8vlgjgny8jcR2rj/DejvqPh601u51C8u5JmQPFbyeV5Xlnax45Jxg89jXqw1VLgxXlpF9oZ5FWK2TAYLz88gPI6EgY46Vw2kPDDDNOkjadDNNLFcB4RJCzl2xLt+8GwcMRjoM1d0Jnl3xGtLey8VXC2l0bgfZ42Z2YuwfB4YmvUJHiv9Z8ParLLIYNR0UoSreWHePDYOOvDYrzDx+5XxXcMbi2vEOxRcWvyo4UAcDkZ9ccV3ej3Ig8B+EL+a2aVbG62AxzqzGMlkZSuBjjHep0H0MrXo5bebWrMWuNwMmyPohGHzj+6QD+dcj4o0yGS7E6FSy28LtJGwycrk9Opxg5r0Hxfe2H/CQrJbymcSWqiRWUo+QGXkcYyMeo964Kfy4bMt90IiELj5RgEHOf6etS3YIruc5FaM17JFbv91DMvnfKcAZ6+tSwWOsvA1zBY3VxACVLRqX98cc/jir+nQpNd31sCEjexkkXcQdxwGH4ZzivVfhZosj+HoNRaZ44p5pIjyFaJsjBHqM+tVcdjyX+0Lm2gN1BcSKSoWRB1VsnBPvwc1JNeXVyw1GUw/cUOBnLj8e49PevV9S8JWWv2GtyPGkOoaQzO80K7TcLyW3Z68A8eoFeReINO1TRntrGclLa5VZoJFOUnU8BwfoeR60tw5bHpegWNha/BzUXkvZ4pblJZnhCZViGwgY+mRj8avfBe232Wo3jb0bziuCCF45yPeuShvdRg8LS6NbSRy2kq7XZhhvvZzx1HH512/wtiuoPDQlkt5Ps13OSJ1bhSDtbI7GmlqUnoZnxYv01XxdpmmqG/wBBh8x1P3ctyDu+lef62xMqRg7gXAK/Tnitea4mv/EWp6jccZmdcl8/Nkg/XAArFS2e91ryo0dljDSHHOQBkn8hUyV3clGv/Ydrqfhee7sp/OvraRQF7GPaSRn1G3P4Vj2d/NKr/Z4yt3AAyKT99cnKH1B5/Suq0PVFXRb6OC3aJJNvmbupIHH8zXNvGsd3JLExWZeduMcHr/8AW96SYJnoPgC2X+2Uv45h9nvYpHJQcxDZtK+nGT+ddDqllanRpUikSfEEkaBUH70KvDED19a4XwRqgs/EVjZvsSyvpHgkySvlOwxx7HjntmvVPENklh4ZvvLid5La0dFIQ5IOBgY5q47BMwfDEdzb2NpcJOBNDlp3CfNt4wcd8Zx+NaV/qq6d4siuhMHj+xZnDnd5i5LBfrgLiq3hm3ZNUgkaRsPbbnAGcEYx/PkGsjXIDBd6rHmYFWiWNJFyyxlT6dBkgcetZt6WKt1OkstPWP8As+9ghSCScI8y3GQGkzvXB6ggsQfUH2rq0klTXrhfIJWWCMqwwcNuIb+lVdZlWTRAvzh45YwCV4OCOBSSxY1qVmaQxizMcrRjaFO8H5c9PeqikD2LOj3/ANs065mkjaMpdyLtY5IAOOvvVmXUEtFDCEgKjSFS3O31A9qy9Kt4dC0GSGNXI80yhXkOAzc4yelN+1Nd28LzptDsFmCkNxyDz9DTckCOeutWm1LVLPUUtYYS6NBIkxGHOMqDn8PxrzT4oSyR65cRfNmOzSRmIOC7BgePpj8q9Z1vT0isJLgJbvb2ii4h8wHduVtze2cdPpXlvxU8QJ4lIubey8iLakCSn70ysQd307fnQ2r2J6XOASISC3hAJwoVtvr0xXqGtXeoTy2VrqHhqGC2tIP3RlugzkBQACf4QeeK4fwvaJqPiXTbF1LmW6RMqc9Dz+HFew/FXQ4YoNPv0txIDceXJEcfOOWBPsKO5VrI5Lw8n9q6+ulw6YbS1UFjJDOrL5YBwST3HoODXP8AgPwjLrmk641nMBcRHy0iZtq3IOcoR68Ag9iK63wzpepXk2t6nG0EdvDakopxsI2seuKtfBE21t4f1GeWORm+0p82cLkLx9ep6Cp6BFF/wF4wt5Phzd/2mGa70VBFdLI20tGOFz7jGPqBXN/FGxN2ukXk8zm7vYZJZVyMxAbAin2UMR9Sa1fiHbDQfEMPivSNPjubASBdUiyGjlYEHcUHXBxk/wB7Fcn8SfEtnrWq2t9ZuiWwhZV2rg4ZsjccnnOcjAwR3600glsZllY/bYbKzfzPMYhDjrgnkD8K970uX/Ro7O1tRFHFEAsYXGFAxxXkfg+0Opa7p0aIJODJxwCAvWvarexgtUZI1ZmxgMkh3AEVMZasyiUbq5nfWdFhYqgDPOUPXIUIP/QjXVEvBbO5+d1QttA6kCsWBIhr2lqqAE2cxO4ZP3k71c16+jsdFupnDMBEwOM9xjnH1rW90WYvh21ul8O2zRW8MkzPI8kcxKkktzgjjt3rw2xtX/4WtBaW1oYpl1LctvKc+WQclCe/fn0xX0PoV7awaRptsTsleEMkPO7Hrz296+ftV1E2XxiGtHBT7dHIoXIyN20dO9RaxSL/AMcLyWTx5ZWxJAhtAVPHG4k/WuW8F2Sz+ObDzCpUF2YP0PyNVz4malb6z8UNQltuUgIt9/bKDBP55rU+FlraT+Mppb6JHtbWxlllL/wKAOR+tEvIGYvxVn3eJYrUz+d9mt1XefvDdlgrY4yAR+FT+A2is7ya4uoZGtSNhG0kMe6n1HOTj6VzetXw1nxFfakEbE05dFzyAegH4YFe+eHPBkGmeHEilRpLiK1BfIOFmlBLfL7AqPwrGt/DsJRPNvE+px6tp91ZWNmv2dpBNCVG4xlfvHPYGue8G3jW17cWkDxyieFmMOSAzAcfMehwTxXqGs6TaHQopLWwSOY+W1wtuQfKXoS4755/H6V5C9l/wjfjN7O+WSFILkbxkAqjd89OhzUUFeDiDTOv8QvL4e1a3Nq7STWt+7KspG3ooAIHAyDg1B44u387S1W4gdhZNLL5a9C2QBnvwB9BUdxanUZNSeJF8lNVS3jSVi5bzWwG46gBc/jVfxXa2Z8ZXtjpjySLD5ds7leGkAAbb6c5FVCnZoNTU+H2nTHXppLW4ijEVuGHmoTvG4ZUD+LHtXZ3WmyS6q97q1hcSpdT/LM0xEWd2MADp0OO1Y3hm1uNH1S31K1aCSKSQ6dJH8rNFI67lIx0O4CvTm0Istst87zYRcxIxVRNkcj/AGfY0503JsOh478Q4ZoNJhg3BYm1JnS3VtoBxwcds8c81et0+yWM09nEJ3toxETMNjx7sEsvPGTn5efWtX4jaVLdahoNm1oEkudQMSSLJklQBwAe3f8AOp38KfZ/DN9cSoy3IlaMRs7FJApxkkZyT+AzWFS8VYTTLWoWlu/h1dS1ixtp7maMW8CQuTKpbGAV6Eg4OBXEWEt7orQTXUELtFcFWinJZckfeI7jIzj6itvR7XUNQF2qzSrd2/8ApBvQhAhfliSc9SABkD8O9ZM8812jXrSCeWW5WSRSFXe/bKkYx1H4mlFkyLhiGmrazpt+2LcM5CPvTPUp7gj+Qr0vw/rU2s3UqvKUaNiuyJF2MpHDD9cnvXlzSalDdXwitRM6w+dJG4ACLuOAuOuOemOK6vwtPPeWO6709A7ncJFYqGQ/dyB0GO9Y1KenMioOzsdNPptsk8VkkuzzX8zlg64XOc+nU1BqeoXWn2KIxaSVRtWKJAVGAdmcds7c1DcaRdXsrrDPMBG2TDgEA45BY9sfnSQacnn26OWizF57gA/K4GTz05Gzj616WEacLsc7mRcf6KltEi25AhUnLHqclv1zRTJNL1C8clklzH8h8kMBnqc475JorsujG3mdNe2Fnp2t29za3M1xIshSa2KhlCOMMowMhgPmA9q5z4n6HLtt9WgRUx+4nVF6rkbSfyxg/hXpLWBScTw+VuJ+ZSB1HQ59R61y/wAQ2kl8NXh3BVRQ4+QsG2uOAegP1rma01NkPvNGa/02CSCFGkMK7gxyv3Rnce5PTB471h6bowufEFpFd3LJNZ2/mIgG8b5GIDA4wQFXr2rrLLX7W2tbaJ94V7eJ1lYbAc4BH6VHeeJNFivFlMiRuqFDKYsjB6puH+eKTtoS0r3NCaOG3syAYlKfxP6dzjt0rzm30m3Tx5rV3AFkjZt6W6ZQZKqWZsjBGc9M12R1GYwL5ssMkTuhiZjv8xe7cDj6e4rnLsy6Pq1zfKLcwSSM3lLLjG1cc8de+D1oaTBmpPNaS+VPfaPG80Xyg+Wu4Dtk9T68Ej6VjWmy0e9L6e+nxtdTu2UL/LwTlj0HfjHWro8R2BhfUYb65LLGYkhTayu3Rcd8nI4rMnbVr2KX+0YoEs5C1zcRuWR/LIAC7eNoyCc8njoM1DgugrXPHNYt4bvT5r62ieMRT7WbGSQ7NtJOfQcV7D8HJrY+As3krlYLmRcEBlPRvTPevPJ7UP8ADfU7pyVZr2MoEx5eFyAvrnB6cY9K1/hrJetoeq21qUxE4fLjcoZlwSF75xVO9g1sa3xIvdOu7/TprZUaKNiARgHBI7jpz2rkL4Wlzrl9FEkqRTwsyQeeflO1STz1wVbrXaz+C7XW5YpdQF00iqQ0aDaxbPByM8d/wNYd54PuNP1piYliglspZYfnJZWCnI79cn9PpRYUW+px+n3EWk+Jo2eO2nEe5HE8Z24ZSOeRzgjvXoXw68SXmkeG5NPttN+177gyE7gQoOMgA4/DGa8vub6K5WGUECQwpuXgcgYP48V6D4DeOGK606YNEYmEyNJn5ARgkHr6VMr2Kk7K6PQpfHFn5M0RW2iupg3mQPAyMxwcBsjntgjNeZ+KWk13wn4XkkW3E8SPAghxnaAAM8Z6/hzXX2zSXbG0aATmKNxEWDZYlsYweOQenHGK4O/vJksNJtWUr5SOS6t8pUOVGPTkMKXvJXFTbb1MmxnkkQ28u6NjnIBwQf8ADivQ/B/iN4vDF7o0YeP7OzPJChUFlcZyp9CRj61ymtW2mWOkaVPAAt5LNJHNsIxj7wDDPBH9a519cuNO1jzIQAfKaF9wzuV+x9+a1vzIJ36F2CYQaSrPG6ySbsqxyzc9zj0q74DEQu9duLjG5dNkhTnrI+P0wuKz1u4b3TEUohZCRsJyfQGtvwnpGoS6ZdwWIiknuJgjmT5Sq4xjJ45od9gk2loZdpdyQ2hs7cx+W/7xiOdoXpz6Et+lZ8EpnvCYz+93Yz1wO4rQ12GLRYp7e2hMcjMI3U8/vBw3J7dentW18PfBl34ktbtoGjhay2x/Oh2uzHJye5UfjyKUl0Q4LS7OddRNGdhJV0yoU8iVTlWHoeCK9Y8L6u19NFrrzmeS5sza3iMQBuHTJHTvxXH+KvA2ueH7eC9vGikE25XaI7lRxyoPA+8BwPwqbwDqEcHiS1spsnTtQGGjYkjcPucD+IcijVaFTjfVHe2Ntp99Glra4Zhxu81ztOevH5VqXfhjUb3VZpSqhZmjLPu3BtnA544459a6PTrKCwG22VWUDqABg/UCrCXNzL5gggUsvAeUkKx9vwzSUWJXtZnP6xaT20wzfRoJAT5UwPzEDsc9uwrMsrm+SaAahLBLBLuCvnlh78dQcH8q1PEKi/uLWG4eVQjH7iFEZsHILnp9aw9R0C/t1S506CSe1P3lV/MkKk/eGeDxg5/Ok1LcTTOistOs2tnimv0eRidvPA98d/6VpRLEkTwpdRs2MbmwADjAYY/lXB3fhnVYLmSZJIZLdU82N7giNl4/iGcED2qbSreTUrGCXTbkRru3FskHcD/Dk8jPFK7T2FdnQeKlc+Gb0JbtLdSw+UZFT5ORhmxnjjP44r5z8V6jD51rp0KRhIyJCofeqAFuM+uf6V9HSyXt3oUkGqboHlHMifKQMjAHXn8Mc186fEOGOHxndz26nLL80DReW0ZwAVK9vX3zVpNyuy90a3wniE/xI0wllAjWSQg8ZIU4/Gvd/Glomq+G2jSMTzK6sqK2D6GvCfg3p8l14vM8auYobdkd8Ftm7gE4I4r25fD1z9otV/tbyMBtxjIzICfQ/wBKHdaIcnc5rT7S68L/AA01+TVLd0kktmJVDuwMbR/OsT4TSx2PhWa7XSlubmO5byn2ZYkqoxyemcDiup+J1xY2Hw+1ex+1YuJIFVTLkmT5hwvqawvhVpOpzeG9NnWaF7UTyT+U6MNvzFThuc56/gKmztYFod3p1gbDw0LC7CXC+WY5VAJVmYEvyfUnoe/evmTWYP7H8QXWnIQ8McpVWIAYoRgKTj72DjjuK+pmlKanKiKGl2KSuCY1XPQE9CRk188/EbQ7hPE11cPNG8N3M0iojgvECTt3DsT1Ht2pxVmKT0Oi8AC6iv3n061lea3tsIobOAzAEn8K9BtW1CxmWKa0uJbi5yBIEwmfTI4GPwryDwn4j17wJNc3McBu9LZUjlnK58lScrz0B+vFemw/EtngV4vMmikAMTbVDSDv34/zxUNKO5nsjWtdQvodeUajG6mCzMaFoiPmLZOOuc4xn2p/iLVorrQ7m0jjkN0YVZ4jklFZxkk9DwDx2rMtPiLbXFwWnke2micKqMCfMB6Y45+tX9Q8cafbFHubOREl+XzRHgEZ4BJxiqjNWBTR2UVpA1jbGeBGaKJcFlzjAFfLfi6bHiC5cbco6umD/tFhXuLeKtMsLpXlh3tJGRuaVj8hIz1JGP5e1eM/FCRP+EzvvJSKNB5SosQwNuwfr/hTUlJ6GkZJ7HJ27SXmpXFzKwZ5CXdhxyTk1aTVrqwgu47ZlC38Yil+X5ioIYgHt059ap6duKTFO5/yKJ0Lzxxsfl5OR6AVT3KWqOo+Gugf8JD410+1lR2ggbz5yB0C8j8yAK+nIp4Z/PAVhvkZcjvtO3P5jH4V5Z8FdOm07wnfa6IDLLeT7FUYyETj8ckn8q9IivrVLeBxE8bMDlD1TJyc+nJrOS0sxcxDrUNtY+GL+KNQMxHPoST615H8btMhubHT/EVqMtE4srgqAQ3ygg57+les65DbarbT2L3H2aaUD5uNwweB7iuF8UaPdN4d1W31OOT7PHbkW0cUhcEcbSRgAZb8ahSs0kF0eO+EtZ/sZXuJ5N1lbX1tcmDOS+N3T2GBWzaWy3ng/XfEF3tS4l1CPY6g7gTudwo9TuWuGtoLqW8axiVzNM6QCI8ZcnAB9816b4jgtNN0Gw0m1VgrXlxPIDJuDpG2xW49SGP4Ctpb6An0L/wksJ2vHnMKzWltILsqZFUtKAVRsnsoZjj1Ne2J5wujP5EzpjPlqyHBx0HzD1rk/BHhdoPBFnmMLcXNuJHSSNSDuO7r16EflXSabpb2zxw3FtAwXI3RxbFzk9sdfehcyYjjPF2J/if4Qj3SR7nkkETgfKQpGODx+ddTfSpJE8RhuS8YyiujqCR6HkdM4rnNcshcfGjw5FHbsEgsZJ2ZeD17nvW74jbV7e9svsqbtLdil2wjJaLnh+D74odNSeozBvVWLSLy60WZlimZpBOyN0A4RTg5AOSc8Y/GuMlijlubRdQhljDhXLBMgQlMnphi/P5H0Few32kRXujmxIxFjbiMcAdTjHTPT8a4vWLaW6CvJbzykXQVnDZR49m3JHYr+GfxqXTa0RDVzmbbSYrqRJbMXRhhlVSxVvnixgqgwcEehByDwa6Bby1tDrF7avJdW6wiNUkyGyD0+X0xjDYNX9OF9baTFpltHcpKrlnji4LL90HOGHUZOefzrmda0PWbhvtUUV35cjRzSExMQzqe47AepGfQUnSb0BHoNpr+nR2Ub3NyIbzagmiYfdY9c8dMe9VX1fSLqS8lN0kxjYxrH5yqZVQ7iRuwAST78CuYi1M2viHUp/Pu1DOP3hhJj3BdqhmPyjqeAOnvTLrxd9ls0M14ty5RgsNvZlzIGPzZbgKOMZ61pCDirIHK71Ojs7a7Wyhkh14qJgZW2bJFLMxJwcHPp+FFZhW+unef+zFAkO4IkfmBB2XOMdMcDj8c0VtqOyLN/wCMLuR3WZIolMvlhIJ8unbJHXrnioNatJJPCwvZtSLRTPGWgDdWZugxnoO1P8LeH/D91ayxOEnuShQyygq3Oc45+uDXN+PtA07SLF57B+rhRF5xYmTtgA+nU8Vy83cXQ6Hw+0F7fqJFfy8nY7/OrADBHI9q2LTwxBp8N2Lgs9u0h8qFTtVww6HHKsee4Fcj4Y13T9Bto7y7u5rtQiIUwuUcj1/iHB68itu1+Lmmzwy4tpBMZCqRFgxI9cUotW1GmrFhNEtp7eJbV5bdZEIIjuiNgB5zk9vY85rNsdR0jSrn7LIokupAUM0ShivOAckHI6Y75rnNa8c3MzSQWax2NhIGYxqAQzZOTlh8uaovrskzSn7KsUEkpMUbOjHDdRkEHGefbt1pqVyHJHZ+LI7DTtPS9tY5Pt6ESvJHIA7nkqxA5BJOQR2rnIvF93e2NlAkTyz2yK11K8IaQvg43Mfrn24rCv7+7vLOCzTymjBYRsGP7tejKrdSM898dKsaTpDWLXGbiSK4RBKq3DGJLsE8EHrk89fam5WC99iDWp4oPBWpW720olmkDvLuJDnIyMjhvy/Gqnw7vIrY6kj288ruI3jaAglMZ5xVjV/E11f6Jf6allGId3zSZyQ3BOc9OnaoPhVbfbvEdxZurMlxaspYPtK4YcgdyOv4U1K5UdT1S/1K3u7SO8SHULe6ToJQsZZuBt3Z5OePzrndXn+2XFlO6SQSReZBu+0CQ/OuTuJ5UZ4wDzwK0okn0a2uJtdtYmChYT9onDEID8rbSMcnb364rLuLf7RdzXkDzy20pQSeYFVVLHgE9AM9zxTuTPayPDNslnfSW8wKGMskgB64JzivSvhjrI0/WIreSUhdQt/L3GPMb/N/F3GOea89vfL/ALfvFcFQLiZc7gckN0yOMcVt+H2trbV7JpzJHBDcq5y5U+WRnCn61UjSPw6ns9xrVvpOvQWFySJnAcMsZZggY5JbPXI6ewxXiWoan9o1SdcyYhUCMKuQP3pY/ThiefWu9vVWDVJ5Whz+8DOzHI55XLelcLapLc6Vq+qxsFVLlFidlI5JO5FPQ8FalO+hnCTTLOp3M13aabbocQKpbcWICsWwT05PGOe1M1LTngdopkSXZhd0bfKM8gg9c88fjVzQTLqOpaZHNidbdz5iRIScff5XvyOan119Nl1AWulyIY0hXdKJCQW6nr6dPqeKm9mXzJs5Caa4tgWWAImCzYPJxxu9j619F/C+azb4dW94LSFihlM0kmMhwST1/Kvn6eYmJjIq4CcAn7xPHJ7dvyrtvCupm28FXKW92I5S8kc0LDlt2AQD09T05zWvmEtjE1+5W51JruYb3Lu+0dNxNezfCNobDwktvv33ck8k06g/NuJ9OnQCvCzKk95kLgIC4U9MDoT7Zr3HwRqgsydMmWMSpGmWeNVAAULlSDyDn9PesXO0hp9DqvGtjBrHhe90yWTyWmiLxs2PlZfmB/Svmpb66stQ822TGCJUZnx5cqnqp6mvXPF/iFY9aeGNpJooY2O0vlAxJ3Yx06V5JqssS627xogR5VZeMlQf4QR27GmqnM7An0Ppnw7rv9p+EdN1N5VdriANLIox8w68fWtS3mUEdNrYKN/e4rwz4Z+LZbEvoNxvNpHI8sS4yxIYfKPQcivULfVppFLQanBsfJHmRjAORgnnjrj04Fa866jsa1/Da3tvJlQ0Q284yWIOeOeD6VVsUudNupJ5kkeC4VZHJ4WDjkAdSB1Nc5datb6dqqxRXdwm51eRTF/o2/nKq55yecjtReeJxrlhcLYGeOJy0DyRKJMY67R6DnJ54pcwjory40vUbl7S7hWZomUhN/3t3Kkexx+laUNlZWiItvAiHAVcDkjrjiuJ0+1jhurUYS4iglEYmVHefPYhiMAD06DnvXR6zfNpOnw3EUfmB5PLAY+V16ZY9Bn+lO4FPxFr1noVu13JGPtfV4Fj3+bnAGSegHf6Cvnnx3eG88R3Ooq7yJdJ5qNIoyEY4AOOvTr1r1G714ai0iMtvp8czgXEkj7pJOc7FPRTkf1ryjx/Fp8PiGSKxuWuU8qLczNlkfBJUkAA9cZ9MUJkp3Z2HwOvEttfuY5JGjFygiXIBBcZx/WvdryeJbuFHmCupwpIGc/T6V84/DqAGd7x5DHHbzx5+Xkdyc/SvXZbqO+nj+xyxXcsjJvkmOMY6bT0GPbrUOVtLBzI574zXtudImRmkac+WoUMpWMBiSeecEenNdh8K7FrHwBYLJJ++lzKVP8ABk52/wBfxrzHxxaXn9pRzX8lrPYtcrLIsGM7Y1LNkenTP1rv/CuqTr4K0u6W9MYW386ZpVwuST8vTk8ijmS1Y07m1rOrnSLtoZTLPLcMEgijUhWYngZHcnj8K+fPFOnTQeJruB3ZN8vmoknDAE8dedw6ZPavW/GofUW02+hmlMlmSyzRfdLY6Y6kivM9ahu9X8WtLqMMcEsjorylB+7UgDJCn5u/vU86bFNXR2vwtjS7/tXRdTgSa1u7ZSSV6hSRz785Bqp4M0CKW/13QbiNZptNmMcXmxFtkbn72Rg5BHFXfBfhrUfC3iqMy3YvLC/gdFmtcurAdCf7vIqa31aHQ/jLFcJKZINYtxE7SAg+Z0Az0PzD9aV1sOEbxsx+o+G4/Ds1xDDqIWOYbfNCo8qKP4SrDB579a4tVs7adrSG6lkaPcpW4DKrY+8Sc8deh9M17bq3hX+0FnuBO32h/mUPg7T6fSudTTRZLIl/piTKBhpHTIBHc4rNyknqjGUOx59b3F6LadUuY7yLAJfbtVVX7pU/pxwcVxXiGfztauW6/vVJYDG4bR0r323bRbklZLazEe0cqmAuOPu/QCvGvida2ln4zmSwRFt2iSRViXC/dwcfiKuEryKhG2pyekyY+0KeckkflVi9R2k3IwBdcZHaqOmKTFNIWIG7g+taYQNH0G4Lkc1c3Zmy+E9w+Geu2uleAbfTbkSrKitKMj7yuxIx71Q0291G4utSt5Zfs0EyMFMobaoBGBjrzjtW1Y+FbFNOsWmu4RDCo3BjtJGOOevrXQKI49MD28Uc8mfLRm+ZsZrmlJyZluyHyhqNlHaXy3PnbFCypFuK+6v+tVPFFpcfZNI057mWazn1GBJVYHLouW4I9SBW/ayW6WUcUspt2GCURipBrP1SWG01CwkuL0sljDcXzSOwOBgAcenPFUrI0SPm7xNp0dj8RNRtLR2iRdQ2oy/eTc45Ge43V1Go2UeoeJLvT9MmUxxslpCsZ5wDgA+ucjPv9a5nTbi41jxwl47iSeSd7hmddwzyckegrvvBcFufiEBKp+ywRm5YgYVj0U/if1FdD+G7E3Zns8Jis7WGBZpS9uiRscY6ADn8s0tvqkWp+eti8ySQMEJaPAY+2etWLaFZIxJHL8vRTGf0Pv0qK7udO0mN7idwHEbPuc9QozUXktW9APP9C1aTWfjBrV+d6W+n2YskBOQWJ5/XJ/CvR4b55GAUgkdRtNeffCjEnhvUdYaIBtRv5Zg5XJwDx/M13S6rBKuTFIhxjcyFRVRkDNGOVyxDrwO9Vri/skYJK6HOfvAYrK1HU7uC1ZYUUu4xGyoX5PQkVhS3UxspAZl80AD5gqrnv196mVXoS3Y6Zde0sQefBInl/dJVQDn6VFNrixjOyMA/xe/pXml1qWtxS4nk8mPGIpFClnkHPccg1Np19qlxA0Wo3luHKnEEqMu4tzjPT8jWftmZ8zPRF1XSryB550tmitz8zPghSO/PSnXGo6LGkd5KLclxw4APB9T0rz+fTRLataNaNZyMcShA2GOOOejA+tWvDujJFp9zHI9u8EfLNcfvEx/Fk57VcakmUpNnbw3mk6innRQmdFOzcnTjtRXmD2XiLxXLJqOkqq2asYYzHJ5SMF7qMdOevtRWvM+5dmU2g1i6snL6ragwxPKzxzqW2nn7vG7gdiMVyi3cct7ClvcC484EhyrLn2KngHIPt710gt9FsrVJIJ5VvJBJFKXKD5iOW3cgj0/nW/oR0a28MRx3eAuGQ3HALD1O4nO7pnnp71DjoHIrHn0Ue+CZhlXbhZY/vIO5IPUY7ZyK0r/TLG6w+jPPcXQRU2XUcaY98cbh+WOOtT6ld2Vlqc1lbFS2UmtleDa+3HKE5wR7H/61Sf2tLPaj7Y0ht9mcBWfKjPA28HBHpjmo06mexmTWGrKxW6xAzBeEjUq4yec1TbTbORpJJ3Xzz/EIyx44wVPA6elbEGsT3cJjtxMCoxDHA437T1GcEYwDxWbeXKyRm2tblI88GGRcFeeQGx16HtnmmkZ3uyeNLNo1ckQ4RjtnlEYTn+EkgNnuo5qW6t7m7zc+dG0i4BmE24sPTI/kOlU57G9m0tC7QXNucEb7dkiOD0LsMZGPUZrP1GG/0wJ5UktqfLDSgMyqT/DgEc8elPl7lbbG7qWnxoHjMbO7JuXZICrErx04Jrl/CZlg8XWkKKltOzNHvM+CMqQeScA/pU2mahe3DEQXEgBOAd+0njktjp34xiobaytJJltrhIp/m3eYLhmwvfIO3H6nrTjHSw4ysehws11etb3dxaCGXd50c9wjxnHQ5ycEcYNc5eeIdM0fTby1tpknncnEcZ3pFj/2XPb34p7aHbwxpdJbDbLECCqK5xxgd8DjrVzQ7KwMksaxRxWvCSyhV6YHBzwSfSoSdwUrux5Nb2Zv7G9vTcDzoSHaEry25sEr269a07KylWdba4ilW4EO5YzkNuGfxHFfQmieGfDV9p8MlnFbFjgNsiCyKCc4wpwDn1rgfjfbR6Z4g0a5gkIma1ZfLXB2lTwevGRWqcpaWN+gmkzxQ+FptaN6We0QrPGPvAjiN1DcMOQCPbPWrVhpDWHwHWSe4kG65+2RxxnAk3sNoYfQZx2xXM/8LD04fCA+G3t2/tIP5e/GQY9xbOcduBiui+ImvaVqdhpXh/SnEkFmiSzOnyqp2BQowOeufqaEmJtRWpy/g5Fnub1YpSlz9nkIBweFGSQBnIwKh0gf2rMzRskWIWc/KAHYnsBxg4PFZemQ6lpV6cxylnSRBLGfm2MCpHI4HPXtXYeDLS1V7qK9mhhiaJEAnO4OB6MMEdqiatqQ2uhw2oXiRgW7hWVowqHZg4Vs9B3PrUsElzbaLcvBMiCa7AbDbSuB1HqP8Kd4nsgmtXIj8t1ilMY4IXnoQOo+lM1RYorHTreRTHDGr5m3Z3Nj0/StVsiy74fga7vbdXzIrZ38clR0/Q16Hc21haxpPbXktsyqI0Mg8ze3oDjj3B/CvPtNufsEEF1sR/3Z2K0gUHuOe9af2vVbif7Dp9s14GXzEjc5DEIC20DjGc5PpWDV2ZVL3sjaWNZwxFnd3RAAM0KqUUk9sn14rP8AEfhsJpUksTnz43+dGx932A4J/lRbDUbO7mtpkdCUA+ywBsDjJPX36963dOvUugtuttv8yRo3eeIIV45BHXAqXo7kRunqcJpl/Np+r2moRttMU6mXJOATgNkf3SMZr1ZmDEBxM8MjbcG2/dlc7v8AvkevsK8v1SxFhqd3azhlUYikboQrfcYZ7dq7vwtcR3fhua6m1A2FzCoiuZfOESEqcZYc5yPT8quXvK6OlvqOm126E6wTW9k6pb5TcSr4YckcAMPxzzU6ambZZXVrMMQY4LWOHYTxwysrEZ74Izx1qhdz6FerbQD7PdyjLIjvJtY4xuAIGBjvjsKRbbTbBE3yxsdhVEK7sdyQQMn0zWbk0Zuep2FhqeoyXNppV9pMwsrlY0jnW4AG8DcW2r1JIz0HFb0sem6Z4Wv0ikkkgWNgBM7OOewzz1//AF15fput29m8NsliRFISYnU4lQ55+UZYZ/Ck8ZeJo4rGKy0hvtBDM2HRv3m7huSeGB9fwq4zvoUnoczB4kXTfFxtr6XzbGRRHtVyqqWx83fBA69jiuU8S6hDea3fTW8ZjieUbFIGQo4GccdB24rpNE0lNS1Ka4nsEwwZ5A8TOEUdOnXPfiqt74dEV95N4VCAfIAnTPvx9a1U4rS5O2o/wTdLPb3VmjE3DSKw3HIK8g4GPevQ9MuHhcI0qxqSMOVwPTCgdK8mig1TSNXgvIYPM2N/CAN6jHYEdvxr0G68RwSi3SNLOZ5maYXPmuZVGM+W6sOCPx6VUmrXM5x15kR/FCVIV0u2tNTFxDL5nmCNcLnPvyc9PTiug8E6lbR+GodPulicmYEswzgA5XKk4J44PvXmfiS8Fze2UoxtMZZSGBXGfbpXR6VDNLaxiNFwEU5AOf8AOKxnK1i+ZpXPX4tQhZ4Ly4t0VY3HSQtkHuOOe360+5h0XWtYsitpCFTfksu0nC5GR3UE9u4ry61tGlnEfnyeVnc4bJVcMMVrrq00OqRSC4jYIG8vaNqqSAD17cVHMgU31PR4vDun6WU2zMkas0iJnqTg9ucDr+Ncj8VrS4XS7HXrJ1A027EsaBB8u7vnuCR0681JZa/Lb/LcWSvezMfLZp8DH19f9k9az/GN7d3vh7ULa5UCN4d8SxA/K6kHceep5+lUpI0TOz03xgNVCC3eB5ZFVlBymAR65wa3Wu5xbss1m0qBTuKEOPpjqa8S8PS21/4VtEijZbxFZGbzNoJBOMntXWaVqE+mW00UtjdTeSBueORtoHHXs31o57kKTvY6O60/TLs+Yl35JxnaVKtn/dxxXz18RZWbxtfIkzSwWz+RGxbOFCgn9c19A6Lq+i6jaAXF0sMm0lopGKkgHk8k8V8161MlxqGqzRLtR7uXZ82Ttycc1VNNu7NNDWNqlt4V0VBuEk6y3EgKjC7nwuPwFO0PTX1TXrGxhVGeadI+TgAdefwBp+vX7X9romwv+601EVSBwQT0rR+H88Vp4rs7q7DsttumOwZJIXA/DmiWurDm927PdV8L3Lsoa8VVAHIGT2yPb61am8I2ksvmC4mBCFUBbgEjr71w0PjfUEIke4Dlic/IBsHPt15/WnQ+N71JnNwkDwAbsBdjbiecn0wDWf7vYz54nU6vpljY2UL3d1KpGE8xnGC2OM5rwj4h+ME1C9Nvo11JcRfZ1trmRkKgbW3FFHpmu48UeIZdYhSGfy4yWEwEJEi+3zZ9PeuSey0waNM/2RZHaUbgqgdufUinHkTB1FfQwND1XStDgluYS13frnLlQqAf3QPvMO/avRfhqt1qFrqWtzxx75ZFhCAYO1STnb2HI/KvOdds4Iddu9ggjG5FXyvu52jcB/n1rqtE1dILAQoZUZOEaKUrxn8R07YxWtSV42HJ2Vz05JJHuEEEkuY3yESXG0/jWV421Oe28HatJP5jyRwmELKvKsxrmzrt3EiB7p2jJwvmKGIPuQOR+FZvjDxDNf8Ahx9Na6UC4uEJGCd6jnHfHNYqDvqRGSueleALoad4J0Sx3whhAGO/jG4k8n8a7byZriMNutzuHUDd+Rrx621aWKLyJLlgioqqqbQDtX7oJAx9a6XRvGunWVqkUmpSAhdwha3yWzzgH+tXfX3i1JM7VtOn2BSqOAe0hFcX49ntPDOiGRoh590SkcYbLHI52+/+NdFF480J7A3El35bBSfKKnecDoPU15joviWx8YfEqbVNVZYbLT4TcQW5wwLDgc+uPmI9qpwj0LSW7O18HeEriXwzb3OsPL/aM5Mu/HzRqeg+uP510i+G9PisjbNA1xEx6Oenrg9qvR6vYSWzTpdwlFXdkSA5HrxUljqNrqVml1ayF4n6FgVP4g8in7OK3J0exmf2FbWpRoZJ/kXYsfmYB7456+lcT4q8RPdRWPhjRrRLfVdVcJdQ7cNBGeWzj2zz6fWvRLu7gjYCdCsQUytIeAoX3/AmuC+GMS+INV1zxnPF+8vLkw2u4fcjX0/l+FLlV9CktDv9MsYdL023sLSHbBboI0APYevv3NFWGtkYLuL8DAw1FX7PzFc+XNTFvNqNw9qzlH+eRpex6cn19xjtUEsr20qQpdO0MSgBS5CsQeMZ6kUy5SKOba2pWtx5gJcQuzFR6E9Cfp6VqaT4fsbySCc263cZBG+7l8rDA5yiZBbj6UeRzqbZmiaHLTeRcSyZwsyruAb0yavRt9kt1e6tjPJIoYIjgDB6Mc/ePqOnvWsmtW9uq250rzpoQ/nLNHIDvBwoVQRsBHfnPrWEt1ZusfneHJr2SFzzHKz+Tn+DYRgAH1NNRXUbLAgAuYJIXPnOhjLSygCMHqAoxjn1zx2qu2niFoVW5Uws+53yoZevLDvgfqau3eh3etXxtLOwS0uFgUsLmcJHGMZyp5GSOeTWdNZbmlE5he4Vyjo8S5fHQAjA3fTtS5SbE8GsRXE0LXlxI9uFyI0nWIk9BjHbj0ro70W114PS7u8SR/MYo7cm5bPo7yEmPJ5AU9e1cGHSa+NsltHBc8APIwOxSOTxxj9afa2s0KN5UqXjvl1ZHZQuOCxUdR/hTcbK409CeFkgIV7bdG2FESSEMy5yc46H+dVJ/JsbmVltGZWkLIsgPyKTkfh9Klg0vUI7lZprSBI8BsJITkY68HNRTia6BjWZ5fKBSGbziAvPC4J6DPSlYFY1jrnm2UUUMwzjJj3EYxxzkc9fY1NLLPcLHHcPDHtYKnnSEKh28c4HtXLXZFtaqJHd5Qw2ADn/AOvz71o2upW/2JUu5bi+mPyiOckKvsP/AK9LlDbVG5Lf3EECxPqE2TIULpIVI3DpkEhsDuayW0ldQuGFxItzMyfunWT58Y4GCamiujOMpYNFt4ZhFhye3H9falaKWXzmt2c3qDZJCIWZh7k5OBTWhPNIx4dGt5XRX+zu+4qVZyM4+h7e1XLu1gdpYDa+UcgiOPAyc8EY9vWsZL5NKuJRBL5bsfmjkj3bGPUhu3epV1D9yxMfyFRh0HOfb1/Gm02OSkzaisjuOyNoZjtXh/ugd/QGr0UV+Xt7W2UTXTyElJiBj3+mO9cpDfpJuaWW4MpwI1GCCf8Aaz1re0S9kub5lt4HYswjLh0UL772IxWfK76hZlfU4ZpLuCCUxmZ7jEjRuG5HGAwPP1qLX9OVlW3X5fKYAOTk89fr1q1fNFb+LYkkUhklChVIYL7Ejj8qTUX33jeYRhWJIA5NW3ZG8WyhdiYQJawKE8pM4/vE44+tbnh7W10pylz1wxVnXeYCo6jPr+dVodIudSt1W1uIlnmlKIC+07uOp7DOOtS6j4N1DwjGNQ8QrGqzfLEsEoZmcg84HXvioSuhNXOmtp/Dhtokl1WS6mlLeYyPtX5vuqxPARcnGcHPrTo7t7aWBA8EgjXy5D5nylR0dTnnP+c155Yaxb2EypCb54mAyz7RltvPB44P8qnuNUSe0juAIywkIDgYUgdeByjevY0uRdiZRZt63dpqmo7lK72DQvGRg7TnafwrO0i/Aspba6iEkchSORSF3KyjjBIOCQo5HvWRHqX+n5khKKzANI0uRycBvwOKu3MaDUVkbKpLGC2OxyV/Q4/OrtbQ0jrGxuWTT2mq/bLxngC7olkQZLjB+VVJGAeme2OB1rSnurTXJW+22Zh8v5QyQBVUdydnHHXOfwqK1t0uo7S5k1LyoGyFgLb1ZgMDcD0PJ/M1ux6Ve6Pc2ktuqWrzylTMqAordBgryByOCKiysRHszJu7HRPsIlglnRk+XzgzOr46EZAIqnbxwm4jVLh2iUlWkcY685JbnntXQ6/5V1M+nySyyiAqZWLli8hHLFhxt9Bjmsi00m2Yq9ogBXKhrlDJ05OD6e1CUbaibOu8HeJdJ0q2lSRQ0rOxEnAUnH9Kw/EtxBrOsTXrxQpnaM+uARnP4VgXJillE8OzYr8qp4J9c+laNtLZyyPE+FlEpbOc/LjuT1xx+FY+6S6mlmUxp9vJMY5lDKpyGRu/SrUFjZwcpY+eVBOerbvXj29ae4jkSM2K4bO4Ss5Xacc1Qu9XvbSWSVJjCrlMCAkBwDgk45JB7e9XdWJUzlNdhjfxNHZWaSqAiACVcMGPJ6V6DaXwj05ITZOAkS7nVCCR2yT1FZsT2+tTG8l1K3ivl+UJMCJOmMl+hGOOema2bOR7ez+xzr5tuIiFABbaD9OGB7+lOpZpXLcr6DU1eK1lzA6bCpxGY/mX6n8entUUWpw3FwkUweMSZ2v5fG7PbtzWjbjS7W3giigVlUmOacruWM9c8cmrqS6YkXmIJjIEJEfykrjHzDvg5NZ3pj0I7G1hN7jzlmjWMuI3TJA5BB4OCPwrYgtDLY/Y7i3MnmoViHBdgRgZzjH51hS3s1tGWt1NyJsSbJvmbf0474b39PStS619455pba2f5EX5QDiNx95vY4429OKlysylJHJeCH16Cy1Oz0q2Q3NndZlyQThsjbg4CjI+8D2rstG8TauS9hrDbEj+QCUohcHrz0bAHOK4zWfN8OeKoPFUlqZbG6x9riI28N7DqTjcO2Riuq1bR4NWv7G70+CyDuuY5Vbc5jwG6AAAYPXvW14tXsOXc5zWjcXOoCyhsJ7UStJ5MjzbwiqucIRyGI7cD615Zdy4tCVzh5WOc+pxXsV9prWcZWWZG8t3EZc/KOvQjoTnpXjurRLbWscazJPht3mR5I5OcCtKb8iYSuX4J4pjb7QzKiKhDc/MPvY9q6zwTpE+v3OowW8PmlLbzChYIWJbAGexwK4nTuY4+TuO4n3Hau+8DXt/pV3qF3Yy+UkoSF1ChiQBk4z9amdkaSsom9LoOp6eywyWky/KSqKwduAMgYrOk80xCSK3d0I3n5CQMdz+NdwfEV5qcbyrcXsTRoMxqEG4+pODn8K3LLxHaJbmK+t16BXZ0CsRjP3R1rG8UyOSDR55o1ja6qjbr23t2PyJlDt5Hf6H+dVNe0S70eeW3uWkMTYdpLcHbIg5+hHFd7t0DXozJbSPpkkJCvFNEEyOwx79cisrx9p8OgeBbgWzzS3FzJHbRKZ2YSFm6BfYCqilcagjwS9njn1lfKYlTIzkFdvJ9vpXf2FnavBH5bl0VdhDAEggDOOT+dcI2n3tr4p+y31q9tdO6qIZY8MNx44+lel33ho2sG5oGEY5MhGduR90fXirqtKxFRX2KnmSLDLBavEVzsw6ZA+meh96wL8pNqen2p3ZUbsRsWyc+/Q8cVrWtpO0yW8YjiDOQrHPyg8c+oHWsNp0j14XcjrL5SbDs9QMcDtmiMkzKMWnqbRhu3eeTdO0hOV887sY/nmrDSSlN9xEU4K53Y/AYrPXWZ2XZEjIegVzjb75NRzXMyRMLiWVmXhip43HPGfpSavuK7uUdS1SW4nbT7ERKkjBfmYgg49TWjZiLSLZraEl5lUm4lVRnB6kY6gdqqLbW73P2mKBlODjcxJB9hU5ljtrhRNb742VWxIuOoyDn0q1KxT5mrI0ftE92ZJoLk72RTviXBXBwCUyDkjuM5zWsmqy+HbaNzqP2m23DifzCztzw3TpxVGKeBLmO6jWNXIHRjGynHp0P0FV9QtdWv7dpLO3ubpJANssQUL6N8vbn0pqXMP3kyx4n8b6prWhSaUslzDBMqiUKqsXGc7NxOVGfWuo8I+N/wCwPDFvptppLOtnGeWm27s8lm4xnNefW+g6ywm2WCAqoVEeZNzknkhSc5Faujadq94fs2oafdWqg4kmkhOAPYDrT1XQq8j0qL4qRSRhzY3SE87TFux+OelFcEUitpHjW6uyob5S8EjEj8On0oqbSHzvscXavY7o7lxNGuCjG3QKidTgE/ePStx9cimtoYLW2trWCGQGGVUPmEd8k55PX2NcrGZNWvJIoTCkbnj7RNHEhXd6EgA/T86fc3sqqsMyLI0D+XsS6XB29RxxgeufzrVKy1M2mad1rD6hOuZZ5pC4ZDIxDMV53N/eB/Sr0t+4uWlt7ywgF8vmP9glYMSMg7yOmc5IwelZF3fySyLOs0kUpVVG5dxGexIOCPfrTbjUhOI4r26lhkjGN8MaKXXH8QHXnv6UNMEdQPFMNmk0Mkc93ZzMAEkgMe5u4Udhg5PseKrR+Hzr95NeT3N5HZRR4t1YCMI+OhJGOvcAk5rBk1Gyt4EuLe4nuJ0YOWcYJkHHA5AHPXjNVW8UXMsySn7qEEGeTcc+3/6uKLMq/ZFW/tdl6Z8nyBJ5Ekivu8xgOSvTPHfAFTJGrSFoTqTW+dgEf+sPHc9Me1bsWt2VzGgVLVLrduUR24dsg8AFhn/GoQfP1GWSS6ASXdt2gDa2MdE4/wA9qGx8yMKNp5H2xKHckxR5Zlx22+nTtVq1iFzFJDctN5oJdlh2Bfl4zz0I/lV+TyNPtrhWugbiNQ4JlUq3OOE/vdO/rXOx3ts1uDLNIztICysikPzznnOKNXsG+xtE2tjDEikXYBD7QxxKD/CWx1+lQWjXVtPLcfZ1srVuGCsfrhc9M06LUEmEotblYZk+5MucuvZCozznGCPTmpDfRPZ27XV+08km5QsxLJGR/ER65PcUugrMnvL+/wDszpHZPJbAAea33gP97P8AOqcmryWoiVt8cfUA5WKT8Qck/jUS3B1aIWtxcjCZC7lGR9ABk59qzltXnmkW3gmVouDG53L7nJ6H2ppD5UW7zXLe5OPsEShd21s5Kg9s/WqawSSR/aINwQR7ZGPb8B17VZh0HU7iOf7PHtCITMrkD8vU/SrunaC0cD297drblmVvKUBuvAy3QGqsO6S0MqGyHBDlSByrKRn1wR71u2dvZQL5UltBHcDDp++LJL3wT2Pv2qaWza3EcMFn5loh+acA/Oe4yTwcnqOKvafoE+rrKlvYTxtGpbziDMH9gAMKQPXvUNiUtTl7q7lTVIPPO+VZNzID75GT34NPu9Rjly0cpck5UFec+mfrj9an16xa01KRJYmW4Ug5kXa5wAOR0rNCCOclgTlyeOnIPFNJPc2S7HdeB9SvrKxWSGwS/XzXMxcnmPPzBjxgfMD+FO8Ra5pOq6vML7QkRFBWJFu3RlA/iU/d5H8PfHWug+Hmp6F/whfkX9gjtBdbJuNxkZmBDEdMAHGTx+dcrqIn1HxgsFky3o813McqLIkQ/wB32HYCsFJ81gasUPEnhO4fSY9W0fSpH0pQR9qjuGlVh64bkH17Vyem6nJpt0kyKHCE/IQCCPQ+or3zTb83csljBpSjTFtity2nwAeWCMEMG+ZTx/8AWrz240/SdB1ZLeXwnLNNcMfIbULvd5inuqJhc+mTXQnpqK5xMlzGrgbGUZ3KsnIx7e1b3nx3mlLP/Gqnp64wf1waztT0Oazd5bflYOJB56MYuem0HPH4/WtS2l059NMME00kz4affGFCnPH6DP4VM0EXqdB4eSO7trtHi+0NE4bymbb8rcgqe3zZH0NbS6n9jScuLF5HlDIyOzlSBj5vQ+5z+tcVY3k1jeTtESkwt2JPY7D2/CpIpbG+u4pdRnP2OQlmFtlHIPQHJ9fxrKSE4+8aN7rUbXpZwd8n3NmfnOfut7+nalXVLC7t/KvYjbx5ABEmHfHQNg/5Gaz49Iie0nRVF0yyLJFEoZypH8IdSG+Ye1U3giMX25NJvbWRW+aE3GzavPClhkD3OapKyLukjoLePSblvK/tSNd2R5Q53Z6MD2HFXxo5uptyOoB5Id+ent2rhxaRQiR9lrcOUDRQSXqu+T0Py8Z9q6Oy1m90/RLTT/JhW5R2WSUDhRnjcentwfSs50nuS6aeqJrvStTOIGLRjo5C5+T6j1P86jTR7vZi4QSAcsNuHTt/kHqKbp3izVYPE0cF3cg2rTrE0c+3JzwCR2x7V6GumxGGW2uyIbjPmKzSFV/PGOvqaJTVPRolw5djz+10DZKzS5Tep4znL44b0xWjai9t7KSSGKdESNkILfe55KBenFad1czPIIYoEmm4VQAWZs91xU9n4d1W/kU2YZQMh2mjWMLjr1PNJ3l0Is2zAfVHtUm+02zT28gxgnyyjbTgHPUc8is1ddUyES26l2cb5SD5ka442jPIP9BXVzTXmlsiT2cOoFyQ8glQqF9eTyKgmu9Pl1EmTRojHMhUsNqCJeR8pPQHI4GfWnZX2BbGda3NwY3eIkbW3YchSfTAznnsKnfUWQR+XuiDgqWMmSzdzjuBU0wtre8EVtbQycBkkGFCdiARx0+mKih1OyDNv1K2QFT+5HzlSD0G0Hkj1B6dB1olTUieVp3RNe6hE+msYhE+FaMJJGzqOPlLZ755x7msPR/GuppCtujzXEsWQ4jULjB4z6AZPoOlW/PF6t5BZy3Ny0pVYQsZjKlfY8knofxrHswLPxTb3OxnUu32wKxd2jxhtqjAJ78c5ArSnHkKs2tTeXVTuu5763SVijSW8dzJnaAD/Djlc5P4da47zrm4aWFkRLSQB2a1VcL789vftW/NqMV5aa9KieRM8UbRSXkhMqqnRNpHdSfY1y1il08BvLuMyQsCgYyhW2+gXv8AjVO+44xsRxcBUDBgFC5Xofeu+0S1mg0+1m2oUlXzRiT52cn9RtxXAveWxjMjxyg84PmdfTqK7zT7mSLR7Z5ZWRhbozIV4ZSMgD0NY1U7F1H7puWt3cW1wfLJQ45CNjFXkvpnAmMm4lt2cjPsfeuaW/8AmY/vArqC4GFUZ/iPcA+lWRNHLBsgDZXKlQOo9j3HsaxlGysYczOw0+9M6+Y9vDIwfDeYcqTnJP5VxXxS1t9Z8QadpOnlD9jja4mWacRxh8YGMkYwO1SfaZEHD4i27wCxHPcZ6/0rnde8PWd1cDUDMvnZDzgjPXoGPduwAxwOaqk1GWppCZXtJLPV/GGjqby7M0KYu2lbeEMeSoRuu3GPzr0+K7mi0wLIYWcy/I3nbtydgVxweOprzbStPutG12cwsiTnO5WwXUEc/QY7itqzM8kM/wBlmimkUYw6kHnPT8PWqra7FPV3Lp1O2tbO8vbuHcxD+QIl6tuO04x2P0qHwf4egm0Ge7KLNeSykIyRk5RcjIz3yTXOas99c+XYypIY43LsQDmQ84xjqOSfzrpNH1250O1t4yjxsgAESE8P0OQemetRytRsSyS501UOJoZI9wJ+ZOWA9jVWW3jKExzIrE/dbnn0xXdLrOhXNpD/AGhaXSSZ5l2FwCfXviuX1C58M2V0sFtqlsWkA2+ehU47npjrVKnKwOndXRhvpVybfYLgbi24Mqcn2q3/AMI6oGW1W3kcKoMTRuSoI7HHXjnFdCmjQXVv5mnalDcxfe32sokHHO3A5z7Yp2maXcRSRxy2N6sFyQhupY1UR4GCVXrgEc5pO8XqJQaMEQLN5qNbWnkKwRTtY47DaTyPWo4tNYSR5neMg7VZJTH/APWq9DNYy3X2C0SS5u2mZgjL5SlAOpHbJ710en2cLae95f6XBbRx7fJiliaR+OT1wMe/aqV1qmHLK5yYge43I91vkdtgMsaSA/yoGnSW6PBZSwC6TId0RoowPTG84PvV24CC4khjljUbt7bcrznJ49KjMCsNyzI+58NnPehVJkttOxHdPfWsoitr67hUKCyrNs+Y8ng5/nRUd7JY/a5C5kyxzwNooo9rIfMcELuOHMUVlppjGCfMUs7HP8JJPPvT9Uv4I3MMul29szxj5UlCsuRxxjH4EZq/p8Nhc2hWPVprPT0+SS7uIEiIbGeApLP+J6dq5e+toRdzraSSzQKciRxt3f7RAPHtXWh2V7mtY2t3PCYWsrNrcEE3ErB9ox0G3vUkqQW0ohi0tUBwoeSYiFvduATXOxyzW0gaDgocbSuSc9+asW2q3qZZZ5NwAJJYjGOP8KGmHK7mlY20bxPBNewJGGZlRkAGfoecVTubWRN4R0eI5HyKDjvwMfT8q0xazXVnI7TeZKJIwdseCQerA/kMGr0Ph64huXjvG2RJxgcu5747Edfzqecm7TuZOnaZcTRSXay2qLERGBI+wvkZATjPHc0q6uY1mtVhtlMvDz7TvYehI9fatF/DziSO5W9iRFl3HK7dv4ep6VRu7BJYhObfYp3ZdpCWYdmI74pXTBNMiEnkSq0TTO2/Z5UClQOOp4OT1qleaNfTXR2jdjnMg2Y+pP8AWr7XUawNBDC1yuAqNINoUAcFVBxn6jNGm2sN2TH9ieVnbO/eU2HvgfdzVp2KTsQWenRafeC3vbgqCP3pR12D23ANz6YFQa3JZSyrBYxJ+72jzNrBpQM8nJ4HTsM1v3Ytor6AFTbowBKzTIwT1IyeO3WuXvsXuoyzmSR1Y8vIoB9unFC3Kjq7hDcMrxxSJl9wAZW2qfYn+tXjqQ3eXOqSQox+bJbBxjBJOCO3T8RWebdGicxuuAMnPB6+p61dt7cWttvfy2RxuL4JGM8jA6GhjZabyXjRyIHjfJBRvm47EHle35VYguruASpaxQ4EZZiysCRnnBzg9RS6fYwzxySvcxQRk55jYr7AmrEKwW4SSeRDGzDy1zneM8MPRc+tZtkIrwz3xiW1S4fyyxDRFvlfPY5/z+NdHoOmNelJ47lgI5NrwWh2M4P8B3YyenPNZkdxb28zp5W8Zy7HJYKR1AHr+mK67w1p9tcCT/SkaZXyEib52UDgc4wTxWVSbS0Kglc5Tx1p72l5ZXazzTtc2+XWeERyqV4IYDjdj35rlZVcSkKBgsCu48HAJ5r1H4gWdl/YW9cvfxSCbLH94VxhgSOCRx0ryoBfLDyuSiDbhfXqufx4ralK6NbnUeG9U8q2vII4yz3DRSL5bBGRhnuex/mBTr+Zo4gbmF7V5FW3LWkYjLsmAxcnGeXUtwMnFYWj37WF0Jf3ZO5Dgn/aBz+W4Y967vUntZ7mV7dR9ssn2xy3Tgx3Mb/x4PV+/wAvU49KifuyJlqXF8MeIrvQTpun2dyYbZSXka/XdIhPJOFAPA45OK5i08PWE90lhd6lawbYz+7kn2/MP73Bxx+eK07nSDpMt00Gti3zIABAzKzKfnbvncMjpniqs0HhiC3jFxJrELyv5szrOsjr6jaQC2fXNWlfUT2LUVp4QhZrNnsZ7lhtg8oM4L+jbex9s1RltrS3vJPIhjgSQji2VvKbBx0OeBgjr3rHk0aPUb4ppF1OzOx8uJ4T5oUdWyvAH41u6NoGqx6jawamAAy+cFMpbP8AtfKcfh7Uqr5YNsdOnKU1GO7Et9DkF1G0MMkmxijEISdrDHb2P6Vb0rwldwxzpqNlKwCkRSknAwOBtBwecV2hmSABUI+X0p63spAYyYFecsU2fTRyFOKcpanlz215pAmn06VtOk2hZvs8hUMM9u+AexzUiefqunyXc9zHIfNRBHKXcvwepPI9q9Iu9LsdbikWaONbhhjzMYJ+tcFfQLodolo8TRzJcEN8wKuoXr0yP84rphW59Op4+NwM8NLXVEUo0e71NrrdPIQqhUnw5Vhx1xjHsaNREMiylFEoK7RgAjg9Djp7VENfhiUrNBvwpCiMjPsSSDn/AOv61m3GowSIyJ+7UgH91xjvj69uMVrZs5L2K91LHcXgaZFWdGDmZyWLkdFbHbpXsGofELQlgWeLT5JppIldvMuCqNwMlR1IBzXkFlJp8l6HvvO8oqdpVwjBh05wRj8K27HQtJ1vMdquszsreXEsLqEi92z0BPcVpyp7kXNvUviM8SoNPMdqd+4PAOQT3z7e9cxbeItSv9XNnapJMZwUMecgk859hnBJrUfw1p2kzCHUNGkaSYr5Zmn2AL3JZflAz6nmqbWt1puoTTQ2ltHCm4iO3mRxGOgBwSSTnrmiyWxNyeyvZr8PFe6dbOY1JjIUjaScEhc7cd+lNjl1GOaOCzeOOZ2JIkBLdueMD8MHpWTY6i1tOkKsS7EErt45HIz2NWrm7nljtpZJJVRGKhtny49PSkpPciOg0i/iL/bJFlRJDiO5jMg564P/ANcVqnW47SHzraKOAtzuQbApGAcKDwPYjms9IJmgadHWW2cbJAQPz9qrvAsRiEMIlHmZCIMcngfU+1Lnuym2Pl1Zo7WIRRYxOJRK2VfcOhyOp+ufpUD3c93ib7QI3H32RVQ88cbcH1zjsanbRzOSkzCJo32lXH3G25A9z9anOklULy3dvOWGGMSbSuDxjH86bnZF621Eaza7Mtpbz3tpasBKhl+faU9uTxyOD6cVSurWa1Tz5Cl0bdM5VVODnow44/xrftzJbWoQeXHHklljGNx9yevQZxUUNpFLGklpGEk6sjZIfPGW96nnuUotnGXGo2dys+LVYZmkDReXwiDHIINd3aT6n/ZNlaRRIto0IkYsobdnGAPQD2GfrWM3h+FJftEf2WC2VGcP5gZlPQjnr6VK+nmSwhiW1uAIG3IjvtxnlSASeMk9u9apRa1Jloa8El2l0vl2DiQAnzFc4IB9/brWzHeRLamMFUdgCEUEtzn05HOOD+tcQ9s87/aA6o7j53hk3EAcfMQRj169q6C305/7PSRp7q2inAikuVUhVfOfmx3z6n1qJU4t6EqFxs09vGI4Yp13ShmcFMt9O4/Piun0DUfDMFrHPdyXqKjIsiPbYDHHQhicrnuODXG2mm6heWbNHNbXOyYRgxME8wAc4X+PgZxWjZaxDpdzM17FaqhPlqtwA28DopDE5UdsDjtRGmilBRep0SN4ev8AUJprG8uiVUzRyNbSkbWODu+XhVJAx0FSPotraXVw0uoQNcK5lXzMo7L9U6luODjFYOneLZTfQqNOeNGnWZo4CF3kfdC4X07H1rol8Y6BdMRDoLRzq0ggWUiJXAztKKMbuhHPcmicHbQrmi0MtPD73EE1zqCXE1upKxiBwpYDHPzDIHOKtN4ftXt7adbPU5DLOI0DOg/4ESASRwKk1fWL9YoPEMdybO2JISGEEs4IxvCj5HIOcnnr3xUOjaxpslo7vfPJfxhjhmeEEsM8DnJ754Ht1qFoiWuliKHw3qD3F7CbC2kZCp3uzBlAPOdvJ/Lmm3llHAJoZMJCoLZlKp5mOeFcgjv1A+hqnrOtzWUaQpdnbdymffclS8vYgnHHHYVBfXNnrkAklhsJERwoezhKOh/uuc/NnHWnB3HyvqbqeJ1stGt3s3sbezWNGKwskc0gI6liCCevGOmawLHVtZh1aFrcK0jeY+Rc+czc4BYcBBtznoDnkVRubOJre1mnu4o4ZD86xuHYMBwGA+6cng/Ws1ZLez1iW7tbu7VYVykbSbtxI5JIUZHHIxzzmqnBPcOVnaWqKbXzTcNcXaygLK/CLtPKE9s+noO1blzqMsEG6eS1zFJ9onFuxIk6FcnacDseQPWuTh1CzvZY4op/Lhjfz5yCEKKQM7+mACf/AK1Q614ggj0COwspZHjilyL23h3pKG/hdj1+nWsFFvUaTMrVL7y9WMtk6v5paUFn3MG/u5BA/nU6WWt3ifaWt+EXe2xxjnoT3zz2zjFZTSWF0qm1DRSRkL5chI8wk8lemCOeoNXoBPbTyyvqAntkQusmCcKP4gTj17dccV0JJRWhDiT2rT+UVuJL6OVWKsqpxweOcc8Y5orVVfEbKHs9SgkgcB1ZnCE5GeQzZop8kRchwNp4S12WSdBB5YX94zSFQRxwDk9av/2XY6VaRT6pcWs890nmCzG9VXjje4GAw6YrqEitHKSkyTRRNtZirMGPbjqRnr3qxqHh6yhieWLyIZhkrbtNuJ3c5O7kZ/DmsPbakp6annFxpBtbcXX2WSGGVyiqZQwU9cZ656VYt9Jc2s88dvD8sqR+Yxx8zDAyPQ7T+NdSNPCxs7sOZuI0G4ZxjOPfv71uWHhqKaG4h+zMY5NhlVkaIKwzj5j91gCexodVpajTb2RyegWpmRlvLdNtuQRIz7SxB6YHGM9c1fupVlEscdvHGGyrjAImB/unpjpzXZXvh/S9OeFZr2Fx5exyyhQyj+Fh0b/Gue1B7S2dktwViY/IGAwq46L6AVjduVyJWObW6jsy3mIWTJU/KSYuOPwqea4+02MYhsEkQoWM8QZdxPGMEVLlQ0yrdGdXQssSjdhR2zjqKZa3s20NJORLG2JEIwrJ24HQ1pfQzdirZ6UI3WS8WK3JIUhmJ7Z5x0pl7HqOqM8UUQlRBgPH8g2/7Iz/APrrRkSJbZ5GmnwrbtpXkDPfI69aW2eW4CrpsLvLKDgInmSd+SPwqop7g2YWneGr67ufJWIREEIhK8LnnHPU1p23hSAO8eoh44i2wsmAhYdQp64Oeg961Ly0122MLfY54yVYXKmZEbIOQM5wOCOB6YqusMjeR+9B8pCEhabzVBJ55PT8PWtovugnUaiTL4f8PPcSyWNobmZVAKTkBI+3y5IBP1qs9jb6lbTRx2ASfI2hANr46qoGADxUu62EP71LYO+RtEudvoafYzQozwySPF5IziRwdqk8H0wetaNxvYxUpsz7fQ3ntXmS72oGBAkOEQDqCKoyD7LN5UQgidMMssQBBGT046/WtbVlhkR0tbyG9gZPMZ1yrhs/dxjDduRVO2vLGaJbee3imVThXI56dPY59axnKOyNaV3qybRooI3kdZFR5t26TdtwpBwADx14yPWuo0y1ZrJ5bG8VUR0DiRRuVhzkZ7CuSuHTT43Ux+TGwBZo1ORntzx+XHNTzarp6m2D20Vo0YH76MHdIxAI35OKycb6s2jIu+ILqXVNWjTTGjnuRL+6CD5W7fIT1yehP41w+t6Xc6Xq91ZXFvJCzKHSNyCSD34+v6V2keoy6i00zpcTLESBMsbMAxH3eMADPOe1c94otbi4EWpbt7MwjZQSeuefQc/zqqc0nytDjLWxzSKIwGaMpl8Dn7w7/XkfrXoOlava+JNAtrG8PkXloFhhc4+aPsDkc4HQn+tcGV2WsIQFhxIVHOzB6frmtnRZB9rW2ZQWkZQg25DqOik/h/Ktpq6uayWmh3N8LJ/JuLWe0n82MR7niLhHAwAcEYBAHSsW4sGa5M00b75AWERJkCgqem7oavi2SSWVA/lmNtrYYKwbHXHfqau2lvDNIo1A3BManK5G0r2965faO9kc97HFWGnQ2recunSFg219w3owxnkdOTxxXb+HIY4bKe5CLGn8MYzhM9gOwFRXka2sqpZQOyDDAbgcj8PSpIp3trKQBQYyivgDGz2P51nXm5wsenldSnHFRlN6E0svzE54pFuh/e/CsxHuLtCbeJnA6t2/Os6e5vIi0SQnzfXOQK832VR9ND7ypjsPFWTuzpU1qGGQqM7h7cCm+INM/wCEh01pbfm5QZGO/wDkZrmNOtb6S8EjI53cFexrrtMa6s5+Y2IPysuO1d9KnThaz1PmMwq4jEJpwsvQ89sdEM088E9u4uI8fu1mVNgweSG6jODxTm8G6vDJHFmDzJGAKLLkoD0LcYAr0DX9NaBxcm2iniK5AkyR9CB2rIedZLYJchUGN23YSMjvz1/Guv2qW583UvF2ZjReEdS0qKWa8mt1iI+bywsx9Qcc4/CtXT5UiH2gLp891C37kp+6JfHBK52ue39Kqzaf9pSMxtbEksFAQj5fXA7++amtdHzbx273alEbesZIAyevPXkU/axZMWyGK3vNXkvRHC1ms5/0ixjXfEiHgZ7DkEis248LWViFM15HGjbmD+WNobGNo9DXRPDbQymKykfdkEv5x6jtjsBUdxtinPk3SS3DDLfaWC5I6kA8DOfrxWsZKRcbtnPR6RFMIHnjllhxjy43B87jn5ugJO4/hWleQJd22+GSR4XcKbb5QQnYD2AAGetXL1Ff7MY5nEgYTR7NjIrDOMYH3uenoKiFtcxTsWuYmnHztKyhUXd2DeuOg5qnYc49TOXTbRbkxxNfLwGePjyyT9SKvvpkj2kZu92yaPKEW6oUAJ4zk4OOnrSXIjg2zTeRI7DKo8bsEI75HABqtbxXEt0klyy2aSoxJeI7JRyAcD7wHNTZEXT1EgsgplaNGlxnO4jdnp2+7196sPp8kcio8ccMq7S29vuqeMZPUD9TVqzCWmy1tzaXXmDZ5kOSGQdwM5U8+vemGOeW+e3ulkt0UBp4mYsccbdvHzN+J4HrQ43NVJPcQ6WWYTKWaLHybH+Y5A52nt7VR8i5guPMjdZy8ZZ1VSNh9MDv3rSmu5JYdlhJALiZgAJMxxjAIO04647evNRw6bPNOJbS/SMSx8qW+ZiODkng8jsc0eysV7VPRFD7UxV5HSNXU7d20cfpwf1JqmianPcGXFxMAf3gwCQT0AGck+lb0Wl3CyJJJDNiMfKPL3Nhj1BHG4ev4VeGk3uZLqZWcYJwgRWJ6cqR6d6draCfKznTELt7iOGBoVTh2JwWHo3fg1fF9cQpFa7pxGzqkkcsoeN/X5QCRnr+NX1gMVuBCrGeRsMZkXYgz0yOCefSmS/aYnFtHPHFOQVCxEMPU4IAxx3ovGOpk79Cc2ySRJCuk2gaMbkmsjuIHGc8gjHU4FN1e2jh+zyTWr3Qiz5bFUyqjgg45/A81nz3eqabM0ljcWESsPKKODIwUKOAcZxz/jUQvpr+ayCR24iKiNxKC43k/p9TT5ovVCvJrUffaaAUkgsIbUgn7kriIkgfN8vXp654rT00wBo31e0in3bQYQu7apznG45APBPqKW3mjtzILk7oYFwoRG5fPTA+Xk8DPpU143mvG7Q3SrIpIWRI2VvXJHp0puSSuKLu9Tr7XxJoPiMWunXcf2a3hYBYtuUkGMD5Rjao7fSq194asrNLiGHUNOkBwN09uWdW7Jwe2f8AGubhSS6JiuJTDbKojWeO33uuAMjA4HJOMda3NE0Ww1C9jMV4zNhtxEhjMh9QrA9Oh5qOZM2TZQufDti+pfZ9V1MXVz5bP9mW1EaAgcYkGU28f8C71Q0fQ9W0eOPVtLjtjCUIMRlB2N0DMg5J5OD05zivRRolna2HlCZ1Rso8NsARK2evXP8A+quCutLkN9OFljRVQ7jckxdM5AVRkZHHNJ2iaSlZXkZl/pdqby0S/s7jTw8hW5k27oyp5EpwcY6jj0z2rVb4fW+pT24tJ7vbKPMkuZRjeoOQdox8p9uvB9ay5JbnR7qRotLE0CxCQCSXKqg4C7WHA64GfcmrWk3+pXF1JcpAYI4k81ITGXD9RtGMjuR1xTSJVSztYW70211CSXT7O1mt7mIt59w7f6S4xktg8FcH8ycVV/4Re7m0xrXw6zS+W5aRGuvuDA5ZOR1HUdM4NXH8QvrcVy1xYxhoS6bokUbPlGFV85ycEgHoas2CyqlrLaQ34upowiRsCrDA+U7gCp/Hrj3pKNjVsyZ/DutwW80raZb24BUeWXJcf73POTnkfSsb7XMM293pBF3OyowSLkbQMsQeAo6Yrub2bVp0EOvxyme1HmRlI1UAHHyyEDGM8+tYOoSrqkNw8Ni1vck+Txuy3GdwwCcDn2rRakOxQvtJu7i4E0GqQW8boCIY7oqE9sDiirqxaLBEkV007SKMbjNjcPXAWiqsySjYTavLaTwXklu8UTBoZXfIcEbicdc9PTmrETolxG6XbOjkI6gA4OOMeue+TWQ6y/YxpkqNDMvzyCRATu9OgPSq1kBCqxyx3EJVw5+UdOh4J9K4X3OVp7HXQ+dpb+bbQl3G75BsJB6jIyQpNR2HiLxELu6/tRpDLIAIU4YRZ7gryDise0uopy8cUBSADiWZQp4OeMA4H41LfapFbwoPOk+yCRvL+UYk9WAznIPQips3pYS5lsTX5llE7yBvm+YeZHja3XODnP51Qlt76adQtxGAB853Z5xxms46nPIi+Y7FSxYGRjucjjFTwxX0yiVmMYUkAZ4YDt1698UbCsy7NaXcMSbdUMSgkkwxAEn2FJZRzCF3S4jmycSyTIQzf7vFUmkuluTGSWAO5cHp9KdZJNLcpPOCIlJCx79pOO9bQknuQ4yuRSsoV0HnKvm+V55cBfMPqp7VvRQSW0XkRI6vn/lnzuT+9nqOtclGvmakH2ufLyy7j09Mn1zxW7Ys89+Ptsl3DAFLefBGDtI5OSTkjriqjCzuxS20ZPdfaLmdbSKWVRGu6Xzs8duOx/CqMsTWjTR3V9DGiRAqIcswGeODjnrUGqzanNMdQecGwU7VaTGGH8OSf4j+lUZbK51CG0kiYiaQkt5hwoz0b8vbvS2ZXLdaiaVbWWoyXFvJfi2mmy291GOOQuex/wA5rbS1gtYI7WT5/lAaRclgeoPp/SodJ8PW2m2huryP7RLcAoB1C/h6ZrZeeK3tZBlG+ULtjHHH+HSs6k77FrTQz2gP7tJbny/m+UlA364yKrNdut+lrLPuAHDyoMn8ep4rQJZLXzIHyXc4UqeV7e4phihYRr5aPLGmXGTluemT069s1HNpqLltqjLmnaSSGNII2dHyAfuSA9AQTgD/AAroXuPCc1o8N5oriVQcwWj5DHAyxO4+XjsAcGmaXpbLdRi4cRrLGyiNDgA4wOcdfwq7pvhe3kuHhm3KJFI3JwvGcHp19aPadC4roc/eWUFtHF9m1Se581iVyTsjTHcKcfmKhmllu9Kkt2nRoXjKqB8qY7HgeororjRLG3vY1E5L4CiLGA2B1PPWiXRvtxUu0kcKKR8qKQfbrmpcru7K6nluWiiZc7QHYFc8jPb88U21uWtrqKaORkAl3rzk46g+nFb3i7SZtLeK9VP3M7bQ+3A3KORj3HPPoa58gupby12kBghPTn/PFd0XzI1urHrOk6hE+kx6hLpTXG8eVJIse7e49OScfgOagtLxLuWRVPl2UIaSciAMIh0wwYjBzxwawPCOpXkFhPpsd3cRRzvjahwT7H1B7D2ro7y0mvbZ9qLG7cSvKvUL0yD1PvXJOKjIxkuxTh1QPdI0ERZXDDbJ146FdpH8zWnaXqXtqJPIKLKdp+UgP3bGT9KytIhitb9P7RikmKISEAZlaTPB65x9DXVafBLqOpxzSxhRHGWKIwKqO2MdDWc7RVzbDUeeooo5KayuoFlg+0SJbFyVjBxUtnAqDGO3WtrW1WScv/Fms6MtHgsPlHrXlVa06jtc++w2Dp4eKk0XrMBG64PqK17K8lj++VGOOB1rnhMWlXZ+hq5E8rEbgcdjWuFws5O8tEZY/MaMI2jqzrhcWl9atBIPvcHFchrmhy2Zdo5mMcgHliQbwMDAGT0+taULSdyFz0rUjkW6gNtd/PE3GSeR9K9VxSVj5CvH2ru9zzSSeVI4zOAI1JVRk8n0+lXQgu4hJF5QDYXcHx+n1rorzR5dLnV0sxfpJgLEcDvyc9vrVb7dp4vglxp720u4NHO22Yqe6gngfQ0owT1OPla0ZyMtzPbtJIwUqMR+YWCgH3A6mtBbu3WMxPD5kTMm5nAOO/8AQ/nXVXmr6a7rOdPtnvkAWMnYylc53Mq45rD1PU3vole5SB4lbKi3XaMj/ZDH9a2sl1JZHIWRcR48syAIwIITjrnqKdaW8lyEkkWNjypImPmAD0HQioDdw3BEnmxRuXB2OuDkZ447Yz170838turslyAy/MQ4LZA6AE8E9aL6kt32IINMt40b/S5d3IAIDHGeB+FTJpmoPZtLaX8yB33eUoLbiOuDk4+mMc9KyU1K8vg1vJaxxyK+YkC4kY9Rg8Z/X6VNp+rX3lSQXdniZc5imkwTngfL9fypXkloVGNyY6fYKUurllW6GckghTjqSoxjn+VWrm9nZl2ag7sQWCTFhknHGT64wMYrMt72G4VlSyEco+VWlZiBjv8AKee/4gVo3lutm3m3JhimiWMxGDCvITgAKAQchhyPStIOVti1Doyld6/M6SRJdsqBSro4ClQT/DtPzd+cjjirMN6n2SARbAgH7sRfKzp1LLj3+ta9x4XvpJPtCRxyAIpkmmAZ05527CM/TNVobvTLNpooo75rqR1ZphZhGXjtkAMD78+9bJkO0RtndWc7yhri7MuRIFnZlye2Bxk/jVxL0QvLFueSUHOXDMcH0wcgfWnm5jnSAbrh2YlVCoY2Vgc7c9Mk0FjP51rNZyea8vmRzbSTkdFK9APX+Qq+VNGDlqU7qYGeBbhweeRGuxVzyOnP1zml8j7XPGySpHbYHmhHCFm/hBHXbUMdgpmluRAySopYSCMrjjOBn1+tEv2m1tyZbYxvtwil1U9c4J7Z644/GuWdF7lwaZQ8RwahqN0i2tyfItxtkZm255xxjk9D7VJY6NZ2t/sbzF+1AowWYYUY6deueR9KS8067urOJooZIoXO7HmZG7OcjPP9DUcrwQaUI53d5EwQPu4YHsB0I96yd9ipWT1HWEs8U0jxTC4eAkFZSW+ZeC3A+gyfetf7VkFnQASD/UqTx+BPH9araNdie1ezums1Z2aVbhnjiOc5Kkt1Htn8K0HtAVET6hpaIq/JNH87MTyV2gjLds9s1nyScmS9RkT3O2NxERbAjcck8/h/npStfeVco0x8qVFbaZEIPPXnuD6/zrIkufssLLcwiQ5Gf3rqUx03AcZI5BGfzp76k9xPHsln8hOsUs3m7PcHGcfWtOVtCTaOgi16+WJo0MUycbDvIHX68UW2rTtKrXURyW+dmYkZzxk/0rmdRmS3iUoSJpGJkfG5X/Dtj3FbVveaXdW8jzQkwwx7hHNdFGdz0AwCe3QYA71mk76lczNcw6JeORe3BcurO+yfbvYnjkH7vA46U4aV4as7pHiutQtlaPakZ3+SwBG3IIIIB9OpNZk+nQu3+gWkWxYwz3XnMQHIzt+YYLDoeBWY4+zYUGCIM3LRnaTn37cgVs1PexXtXsdnB4Z0y9WZtOvhFcLIJShXcrNyCMP3xnB7dq5XXNJT+3G+z20EUkWHjmlkYLlTngnk5I9DTotQinLPDdzNFGQF7ryexx61I1zOyuk0UUvmruCyYxj6H37VPtminWdtStB4g1y3Vry4VDvYO9v5LCJHwcNnJVuD0Az9K0bXVonjVtQ8+4eUDEzuylOCNnBwBnsOR3PYUkQzWyu1sipn5Sv8J9MYqhHsdR9ogUPHkK4kLBFB4yCBknrmq9oT7XQ7q1122a1jSKOCNYxs2yK2c98deOaK4lmRjlYrubjkxsuAfTmin7WZPt2ca7SXsoYXEjF5smRySfwOMirk10I5dtu8csSnJfZzK3oO+P8AJrSh0Q2C4MnnRr90xqV8s4xnceg7VVOnvEHkYHZ97EbhjKP5YNS2XbW5QMZ8slZrkMwYF2GC4I4Hpzk09orm282yQK8ajaiZzjpgqfXipWma5iMVvGEWTG13O1cZ6D34pTdLCknnyn92MhE5Jxz0x1/HpRd9AtfYlg09JWWVlR3OZF809gccj69qWYbbW3QLIDgl3bI3tnH4c/nVix8Q262nlxxSNO3R3wPm74qX+2hP5hMIaNjtQOAcjPGCe1Di7XZhJyvsSQ28rbHTy1lKDdKyEsCPQdMdf0qpqi273LSyOT5hATLDdkHqSO3sKbM948ZjkuPKlLbiY2zlfoelZeo27/2f9t8lWiV9odGGc/7o57/SmtrDUddyZNQdXEBMSk53MeRu789/rVgaosM6+S4lyuYxkkhhwQT3HpXLpJMzO8a7xjJ2rkAevsa04JkdEWUOoxlnTGB6HHf61TTtYbglqjobWdb+MWEs0NnG6g+ddcopz6DP51uSCawhkt7n7KYewg27GUYw27HPtwPeuLikslZ4z/pYZApfJVQewx6j+taFtcRXqx21zNLDbRgglF5THTr9Khx7DWq1N1bu3lt12yLNITl1B5Hoen4YFNkhYRlbcRW8pYsgYZDZ6j6/SsK70ua0kt5LK6eaMr5jJIpjbn+H0J+lXIL66AiSe1Mi8DJGCp7g/wCNQ4WGo3LzIiZicOWccMX6fT2qm10LeVWXLYGFMbYC4457EGrIgRZZLm3XDIArLg7APqevofrU0Oiys3zwQrFuEbbjzz0/Dvn1rNpLqPlK0M0zYZWUnIZlBwcE9QprQiu1Z/LVQXKkgl2+Q5+vFQXVraW7qYXgmlyULl2BHOMHj5cjBFSLb3FxM0MSNth+dncgqq+gYdevSs5O2xLuMkMrzxTCUSCNtzJjP4iteG5itYzctHMXbgZX5VGe4NV49J2RC4ZyjElMGIyE8HHC9AKjmjSKxV5bmJicgRwgsWHv2H068Ghaiu0VvEe/XPDV1bFA5jYujBQMMpzkY9s/nXlzZUfKC43Z+o9q9Jt5v3nlbWBcbWAABGR6e1cHrFobG6ntEkIVGyBt7cY5rpoSdrMtO5Bpssm8ETMkpJYfNjbjpj3r1vT9Ut7/AEmGe4uQJCBuJUggDqM+leNwv5ILOVG4cEjPGetdj4evkvLSS2ZkUMwALD+I/dAHvyD7VVaL3Gdn5+3JgXdGBgk5JGTxXQaKottLkmZAsty3XphRXOG1ma1TYNsSt82w8EjjJ/Ot3WJWs7a2tsfcQDIPSvPxDvZI9nKIRcpVJdDN1KSL7QqFQTJwDVOa3SRPKIHuR3qQyq/y7wCvTioJ5Cg3DJHYitaGFVP3pbnVjMxnV92L0JrWySJWUYVzV8wyCPO8EjpgVhpeDuxB7Vox3jDChucZz3rttpoeW533LcA875WbDDvWhahV+R1JX1rIjuF3/N+eetaMd2IxyMqelS0NM6RWEtsYvMIyuMhsHFYdx4e025uN0kUzbFAEisVbPb5mJyferMU4ZA2efappke5sJIBMYhIMI6/3vShaMicU0Y17Do/mGxuLUme3Ut5qyh25HZuhOOvFcpths5nEEbQmReDIPNOPyx+Aqa4ebTXPlxxySEsjQyZBJI/iz971zWhE+myaVBJei3inU5MaBwxI4HAzirtzbHI1rqc+8Us1yR56uEH3R146nHHPtVDF3DNJwJCDtBdeSD1OOldVc/Z7iF0Lm0u+u+e6/eAHjJGP59ayHtJ1keKSS1uGGN3lHHzemPQjnPrQ6dlcSaK6LcWoNxNBE9tLz0CuoHcDPPWnWhhaXzIo/NR2wA3BHHQ+38qJLaS5jTMJiuZN37wsqrzxg54PfkVRTSGt7eeNGQ7iIoy87FlXsSFGcn64oirqxVk1c6O2kngmBdbaIYKuQcIMA9wOOvarT63Fauk0UNm8Khh9oecyCQfQ9OccYrjdP0G7mu44IpmYKSfs6MXx78n19a6OXS7xblHlh+zweZtjlK5DuAcZxxx8v5U02tEZOTRq2V5qM5iW0sLUyMrFRLbbI1OecdFPbk+lZd5e39rcx2V5MfOjDFY5QpRuc4GO3pxxWZqM/wBktrmGPVru9UEKOCIj6jrxVGWO7t7OGe5cOqjDFpt5UE9uppTu9CVrua0+qyyGJ4YoZmjG3aV2jPcj2HrVT+0rwQmIEeUj794beQ5PXrn86SK6jntVeTfMnICrGAvHYk81FPLZ21uA0YGE+bYpAUnOAT2OKVpW1Y1YtwahE7/6rlSSDCNhdeuccjPTIHpVyC5WVrdA8xJYDzIoSyeq5z0bHrWH9rW4jYxs8KoNxcKAo4xux3NU5rs/ZwsMkq3EeFO2TAPPX3oUtNWHLd6HYahqEM+YGlvBJERjz0IwOxGB37elYep3cEylpUjmJBLGRj1PPQd8+mKjn8RTPp0loitGAVebaMFzjgc8/hWMLtPLlEiupkdcpvxjuaE32KlRle7Oj0qK/e3e6mhSfTojiSOOBC5PQ5DfMKsRfYJ9MuFayFs5ZmiljDly46/Lkg4/Ada5+C4lnzDbXZ3zu3mF2Kv5eecn+tTatai1a1NtqccrhjbmJB9wZG1sd8jrRzPm1C1kXLeykRo0Wzh8v5Q6R58zbwcsM4yfTFbM2s3mlr58thBDbuOMvtDqOMgDkfWs4Xsl/KW3RmQ5805Cox74zyB7e1R2MAkuY458XFtb/NsibJjOevPp1x0NVzxgQ1zaM0tSit2jS5i1G8td7BVmuEBGMZwTnP5ih57L905sLYSMBBG9tl1A/vkngsfUioNXhN9JLJe30ZVI96IkgLMRwNwHQGsewkuNJ8uCPT2lklQvAFk3Fg3AwR6GqTi9iHCSR0KG4nnmijnmg28iS5IRHGf4scj9elSGxg2SRzRQTK8fMySBmBzjjvkYrE091W0juL4lhIzqqxqWIYdSQeeT171rWVtYToz/AGm5jUkGOSHKnJxx83OODz0JPFVH3XrsTKMktDQi0zS2sU+xQ3nykbo4UXAb+8c4JGe3NTx2dg8kh0+LVLu5QEt+7WMKe55OdorJmW3tLqEJZxFo5eZGmIOc9SV+8R144rQ1DX573TJLAwwAtIN92I8sy+pORkfX1qZ8jfulQUramq1jea9awWVtKk0pBORGoOBjdtOfzrKvfDep6aA8kfmRqAp8q4SQDtk4ORx9ayGtgt35cU8FvH0i8s8be/C9+vQ05dJt7aRxbiVZAxUSSkKHPUYYng9sY6YqLN9BtqwriV2O2FCF43O3JPc0Ukf2uJApJkwT82x5O/qBiio5Z9jOzH6g8EErBtQRLooSGQFlwRgg54/Cse4vJMRhAskZGfMMYRMgclv/AKxxnii50e8v0LxyZC5zuP3Iz7D0x39etUbay1dXZraJQrHYZLpwTtzghR2BHXIq403JXR1JJaNkqo/9k3vzbJXKmOV1ztxk4AGcf/qqWygjmLD7Q0ssiAfImWkDDOGHXcPbtT7PTby0a7C6hDHHGA0ksp/copPAJB3FuwXGTTI9YsblW0/TLWRHZgjXUziIy9yNoHCnn5R+OafI0bRSS0GS/ZdC06JLy4jnmZ3YCBcmMDjG/kZ7cZHPWsTUb5JpElshgKAAoyWTHQZqZWi1TU10yx81rRcqojg3O0Y6kYHc1YTT/wCw5jNFY3X2lhm2klZWRh3J25x+Z/CjRPXczcTFt7uf+0Ua4vBEJF+aViSQPQj+lblrLY3t1JGjRRLGoYTuoySfTsvXpWLdHUNauPKnS3M1uCHbAj4z3Jx649afaaZf/aXm8tooVlAMhUlVx3HZvT8auy3IlBNHQXk7L5cdpPN5TNtIUBUbjsQOlU7rSktNOhmkvc3DMSVIACj06nJ9+BS3ubO5UTYumkcHylKttPYNjpj2qrM4+0lJpY7i4YkGNSSq+gLduew/Ss3dsiMXFEltbwXt8USRLW0TIEs7bAD1YjuTwKui703L2DtcXAhB5jk2qWHJOSM5rMjMCu6zQgToAqgOcR+4Bz7Uv2NmhiMbK6lCu5CCzc8k8n8vaiyLt3L0V8qEskgK5yBLy3X+Ijp9a3rPUdPgmZLuL7V5qMQiOS0b5/UVzcXhlpI/MN4IYwQJtwyV91Hf86v3vh2eye2EFybnzCTEWUKd3UhuTt49eKmUVvcSa2R32kWWj6nYSfYbTVIboKdyFvOQk8Z29cDP4UWeg3HElk6Sh38sRzttWNeTkDgnHPX0rk/Cseo2Wq/6HcraX8U3lq06khi2c47Z+vtXXrrEtheXa6kRJfBg84VMRx5OSDjvnHArnnY0UTB1fSZ47uVljP2PI+eRTvZT7d89vatSx0uyishL9pdg6sVS4XDk+wHD+gyOK2pNUtrlXCQpPDbtwCudrdAeOnt2+lSzmK/ia4ureXcGCtHuwM9i/wBfSsW9AcepjFYb6H/RWNoqAGXbIWRjn7u7II4HC1hGeW51ZY7u6GyH5tscedwB+4q8AAjqTz1rX1C5swot0tI2RZPNzxnJHPYAD1HQ1mvdWKPHcPCLV2G0KI1wMdSWzkg+3StIzVrWMpK4sujwpMgtZvnlYuRKCOMHCjOB3HeuK8XRNbvBJNEu+RdrBW9D616JZ3FnHbx/ag8w34UAExHj16enQZ4rmfEEcWrXptzuEkb7kihXBC45ALfn0Na0nqO3LqcbYacmr7d9zDalmwm9WYsfQKAScVtWHh5rRpWl1GKBYLnCyTQSYbAHOB932zUggSzJt7GUWscQzcSvMPMcHqAccdugrZso9HdSGt2aMrl2+1NJ5h9wDg116Namcqj6GvaX5eBZFnjnO7DOOAT0B/H9cVv+JWja4Qk/JJGNp9OK422uCkx/s23VrdkIySWKn/dPTH/166O6Et9oBL8zxncFzyBXmVabUlLsz2cqrJOVN/aRmLG0eWK5A4HualTeZY1eIFSvzH+7WRHqk8abkb5fcZxV6DXWMXlvGpkHIbHWu6OqMp3UmmQXEDvdtHFGwIH1xUKtLASzbiR1q++tuJWk8lBv++QOtRPciVgGjUDsRQ12JTuMjuJHcHn6GtK3mZl5PAOay4mVbja2QT0NaaLJF84iLj2HBo1H6GnFdtEo/uMcYq1HqqRCSIOGAOSncVQibfbMJFEJY8E9qzbjSbiOUzROWPXeDnNGiCzLXirS0vo4das2PJCyso3bGHQ4+lcvPbpp0rhZsRSfeyWDA9vxNdjouZZms7kEJcDY69mz3+tZ+p6Oml6y1rPNH9q8xViLEkEdQcepGfpil1sjGorasxrQ2Ezt8qy3KrmRCu5sjrk9c+5p51C1kmK4mlMkgQLawEkHjqauurWMiArA07kxxy7gJD+XI64xWfPbaxHdtINThhVfmSKPh5BwAP4cn8a196xjo9DVW0e9EqR2M0UaExqsqAKB34zkfSqM1p5WorFCbV1ZcN9nYnyyB2BHAx7/AIVQ+1asAyQpHIkilZGe4YlvY7jkHP41sabdPB5Nrq0Re0hjYxvFlEDMclZRj5+cdf5Vml1ZqoaWM06jdfY9kV3bwW2SZGZlj344+91qKG2E8U0l5qcSsvKJHdhiM8AgGsnU7axupG8m4ZkbMgXke5Krtw2D6HHFV7bw/NPdB/tUJCgu0wVyNvofl4J7VejWpm6ZqWenzO1wiajaOzRHaisX3j1J4VT+NZ9hIJgsdy0NuYdyq/mZ+b0AHNWXttRjtklu4HltZEKQtwyMnTPzKCv1HftWO8umy3BihjMcityskv7t1Ixjsdw9aaaDkt1NqRYLVAt7e2siOvyOrkOGH+yOgptxqHnqiwzhskszLFhN+ehz324GaplHSGSQ3Lbiuch/uj34zzWNJqkkV1IdyvxhSDt2j/H3pb7DijcS+SYo8rJJ8nOFwCe/4VTurwqfkVtvIyc7MHsfash9ZutnlLtVR2xz9ar/AG66cklmZc9OTT5bAo9joYNQgW2iW6tXmeOTcJVlOFHpjvjisuaRWMkolzh24PUA9+ackSTmSDyLhJdwKvv3BQR029yfrV6xsdL+zSebLKLh22KrMAR7su0nFHLbUG+jZBaai1tG9zJFhhEUQBjySc5A7jip9Smt5dRSKG6CRyQIGkdfvP1LZHvzSTaZJFMBG/2iJj9+RNgzj0PUflW9o8MHkF2sLVHssnfIy7XYjKnbjkA5yM9GpNxvcEjCgvEayeMs1zcrJ5QXaFXac4bnvnFXrS6msL3ZNI8Vo5UkMRhj+H8PrzT/AOzIUmOoMBcCUvvjj+WM7um08FcnP5VQ1NL4Klxt2lWyYmx8o4UEEcEdv85qLRlohNdjqrHWbAxuNQtI5nc7IYwxCEE89Ofen3d/Zy3kEKXMDtDyAke0xkfw7hxgDHvXFRX15HMks5aRpDgBgMMOmfTArRie2jgXeqvNHn5xkk+3f+uPaqa5UQ4s6y11C+mvVjuYLGK2jUsJrmPcXIHTjkk9OfelewfU4Z7iK+jtFWJSY5QypszwuOTgHgVm+faX0EcbR2yXIIRd4HzHGcbxxt9M96ksru4tdbkFn+9EC4MjwAlcbiQA2c9enNJTvuXZmPeaXdSSRxQCK6aZwY5opPmj7BR05xjGQO1dPoXh++E7i9vnRo5Btt0KbpXUYIJPOe2QCD+Feg+GptOt5la3mvA0Ss8kKgNuKjkkA8bc9+OeMdKxNZ8Qy6u13aJZIssiKYtw3SGM5JYEbQpxwADV6WNHBpFWezuYLuG5gszaAMqNb3Mvm845B7fkM1z2panrDXLLp1jdzSm7/e20doGUrjkYIJBx3qKSC7tNNzdia2tGk2Q3FxEzBWAydy8eo+bB570upX19ZxwCwvoJJ5yxkW0uA0UUfA+8CDjnnOOTVQsjmcJJ3SOwt20eaBZJBqVhM2fNgR2QBsn+EsMHGKK8+uLTT4pSj6nqtrIPvo8PJY8k5U8j3PNFaBzeRsHX7u20uC3SOR4cHKmchcjr8o65x39awUjW51CBFiEbSFmICgJDxxheQfXBq3YxSm2Zyy4ZuQScKxPII6cH+dIYoklkDy3Hy4DSlQQoI4BI6E1wQly6o2kkpXMzU7vXTFbxBVuLSIlVhit3Cbs8sc/xHsQeOgx0qrNH5IdLOKdZSpDwBi6RBh83BGfbv1NbxuTp9q627MsSk8qQryL6ccD6/rU7QNcDCXT2cTIpEcIVmH1OPmrphLmIdRRMrQriKy0ySS2jFtMwbKtKP3mDgDPBwOOKfaC8ltT9lm8+DbhSsBJcnAIx0wOfzrZlgi/suI3BYs3V2VVkbHAQhhgHH1rF83UtT/dxq3kKQhViqKoB6HGM/hSdKzu0TKu18A5bGWRobWW5lggZ8paw5Vmb1bPOMfWtaCxhtSjNcwxGN8kShIwPpvyf8arxxXEmpRRWs91JEUbPzDaD046c+3NY0+n3syi0uLstCju5WX7y469s5x2qeupKUqmrOguNS0COaezjzuILSPbspO4c8YA/z2rjtTSG2vJYoQ80CMrJIy7HbPJzjv8A59qlbygYYomiW3Tk9N7HtuOOPpU8bIbiSSMSxsFBcBiysBzzj+VF0tjWNLl3Y22S0uBhCsbn5vLlJOV9cj3q0ZYbKIxRxKrkY+UnGPXFNuPIdCLO7WMsP3i7G/So7WS3tryOUyzydgh4LdvwGaNWTNI0rGWSSPNwz7uRjAIJ6ZPtiujsYrSPZHbO3liMZYZwrY5B65Hp6Vyc2qxxwvb210VdSQA0YbcPQn86rwauDK/mRRjdwVJKjHbpUThdakR5k9jt49VjluhINkkx2ll2/Knvn+91/PtWxa2AvFIjnxFJndH8oIJ5GD1OK4eyuLN49wumR+flKhtpzmr8OvPbjdGzRhZN/wAwBzz6duM1zTpSiaRmnud/pfhyGzZDLteRtxABwoYdCcdTVTW7uOdRLOubhUGVAxuHQMSDk1hf8JlO7+XEVCnpgFuvTBPNRXGpFpHmKoQ+Iwm3JbHp3465qPZs09pTtZGZeSvG8nnRIAmNpVs5/o1XLSKCSPE8ySmTDKWGF2jt7Gs+4kRpRGIpGJIUEjJPOep7e1V0twtxLeskpiX93MhG+NBnHODkHpjFaqGhMUmXpLy1huxEgltVQ7pBtI3dcY4wDnH1rGvbO9l1HzY5zDHgYcl9zA559utWDdveX0EiRgjOBvfJPbJ9O35VQa/uYLiQXL702lDHGT8w7/j71pBWCa6EkFjwbK+ikZmZiJJGyx9M8/pVXy3SURnCy7wqlQQpBPPHQcd61JlS42bppIp5PmbL9R/dye5/pVa3urhZyuJIW2ngkncPUA9cd6auzNIm02KLTlkku7qd954ihAGQD3J+vatizvII5pJ4Z54+drWzsGBHHQ9BkGqXItVHzN8xYq6Ak570+0TzFd3hSQRgsoY4yc8ZHfFDk2uVocbxkpLdEt/p7QTmSFg0cg+7/Wq9tFBIXE06xFeRnr+Fa9tLEYmgmkUMASi7eSO5J+tZ9zp6zFivDc/jXGsQ6MuSex9JTw8cdS9pSdpdUWUjs/JRnuY3LD+E5/P0rRtNNs5VbbfW7xAZOWwy1xxWaymKup2561MXyQ0bbTXfCUZq8WeXUpVaUuWaszsYrLTxGzve27wD7pDfN+VC6jY2VsVsZ5ZXboGTCj865FJ1PDja3ZgKmW4MeN/I7EDP509DPU2ZtQlumG6QOR/yzIxUkF48LYjke2l9H5Ws+K4hmXD7QexpZWaAHconh7gnkU7iZpy61rNuoZfJI/vrEM/nVxTceINLkmnVxdW67jKn8ad/xrCge6B8zT5mkQf8siN36Gur8OXmoXEZtJri2gSV+Y9qqT7Ch36BJJrU5J7i0kUkxypLG2RyWy69Mr2FDTNfSRrdyRyWsabxGpDOrZ49No/LPWtXWbO00m5vbee6eMzvsDhC7Edsdh3rDubO7NrNNAs2FUNCHCjceAe47c47Uc90cijFS1ZfZ7W3jaWGeCSYkBFKhmycfKW6j61bM0dyhdnie1VxEqNGwMr/AO+F4xnHXiqOn3wvtKa2vZNi+SMKUVm3DtkDIGevemxeHLWU5k1u7tZnDOLaAfu146gnqM44PJ9Km6b1OmMktiwmt/YrkvENPgMLMHh8jzJIto5G7uG9arHXnvojJPDHdx4BKhWV43I/h5wT/sj0OKJrJmtot88b3RTY+YthZh15HUE8Y/Kqe60snCOyJJIoaSeCPDIcngMOc4yO3Q03FMbkrHM3MOq2WoNbuCy2025PMRmCHt1HH4ipINA1CzjlmuLOKRpGBzFIu5c89B/KujubG41aWN4rkzW0Cgw3CRqNy4yCVP3znOep4qnaXqzy+a7P5JfDyhSnzA5IU/xMfce1NvSxOjWpj3PhbVZ7a2kh2NI8oje3D4kiz0ZuwHvmnRaJbxzJDOLNUgkxK+fMY57sRx26VuTWi39ygMMhMkjGNAAzRyZ5OOhz/tZpr2hlJR4EgLLueWUbmkUdM54xnk4/DpVJ6CSVrFVvDtm5zp9xJdW8aMFjUqeW+XjPXnHTpmqYtUM5hn1Gxs5FYbSqpvbHr/dP861LXNvHKbqSwCSpx5HzFWJwcjsMHOPapWWwuIGspb+3YzOHRPLO8nscj3z+lFwd7GO13odlbeZHdG4nCg7RDt2sT83QcCop9X065KyW8McGMFiHwM+m0Dn61tN4bsp8m8vCPkYC3z5eGznAbsvr1rHvdAjVWurQmKzJCl5ONjAcgH+KqburGChGT0epqTQWylJNRuI8omTttzswR931A9+Kr2M8bsZ0muAFLIlv5y5ZCMHGQcdT+HFNtZdRgEUsl0t1DKhjSNmBLDocj/Gr81pbQqgthG7k7Ai549QO5HGevesnpobQi1uylPcutpbhofPhlV/MUgqxGSq498VF5dtcR20ccqJHGChjaJlGOnUD5m7dMe9X4Xj1LypFsCiRqT55uPLABPOAOSfam6it9oaIssJubOR9v2iQboyD2J6jPvwD0pqJKZi32ltI/wC6lEAh27QwO3H069av293JZwJ5S2wkVx5lwITnGecnsPw5FLNeTs8ym0eSSZlKJcSAOCB2Yew7dai0r7bJPPdiOa4yHWJFYFwwHUJwTg9e/eqjqatJk8cVm15LIsYzINzRxuSo6kkZGQp4OfXtU1td6agdboSw2zyl0jhfMnPQbzgdjnjmqN006RW63sOy4nGEiWQo6DPLMcdOePrUKytHdwtDEssBG2OJ4t+MdiPXoRUtakTjdHb6xp+k6VpIuYNVeO+uYyiWssanKY43FMYOBy3epdDllu9DN1Jqtk9u6EPaG2E0j7P4VVjkAHocVwV5qdx9tEIXz3IzKGiG1c44PGRj1FactzFFc2rLa2kUsaOAMH96eOfmOc49OKrqQ011Oh1fXLbXIl0gzK1vHEXiluFYOkoGShA7dh0rlVsL2S0eG10dY7ncZd6scmM+i9ABt4PWq097f3Fu8ZuV5Zk3InzlT0ye/pmtLTvFEsKFJ1mkXaI5JIn8twpx0bp26Gou0xt3LWjR6rf2G9ZNOQIxTbczKrDAB6HtzRVzWta8OX16kumJLY24iRPJRO4HJJ7n3orbm8g9iu5Vt7m3bTZrdgMSFJQH/iVgMgkdOQKzVkeGyeG3d4vtLYkEchkiIXpk98571PpUkcmoeWqbo5IFRhJxiTngj6iq18tna+btuk2Dg2oUIU78cdc965YK2g6r5Uga2kvibVtww2zzEYBQfQj0z2FI2n3E0j27XZeRU/ciHPLg9FHcEZ59RVzSQY3N1DE6llOGmU/KMdcY/lipHS6UefFflWZAhwvAxzhf7vbiri7HO6qMOC1vbaWS4Fu0m1FIWTLiME45zzuz6VOi6hJctDGjMc7n2KFCrnliTwB1+uK3IZZNVdJraQLJcAxSfP8Acxy2PU5wfxpuo6FNZ6fHbTGKW5iIlxC5IEOO/GRzjI56Ue0bZSSb1OXt7oWmrbMl5Fd95U4Yc87T68VsXOqyRSxz3DzOhBkZiPmBJ7nv9Ko6jcobye0s0aX98WAiGWBznuAccmmvpt2bS3e5huA0bEsJe4puN9TVqOiuXbb7BeR3E6Ai4djIUclScEZO3v1qq8rPDiLiP7oULtJJzzn07U1llEgnjiaAtJkq0WSe5PqR7VYGqtIh88pvclys24BQRzwBnp0+tFgdktBLONchDpCqwBO/ncB+HXmrs1iLu7hilgeFmH7rYFDH/eHYelQrqYgtV+yoyRAkDCMGY+vfj2J461Qj1jUJn8meKGRiAD/fwOgJyDxTRi05bC6vBZ2cfkRuEmB+bZESD6jf0FO0nTkvURZGgd1UyyyM+3yUxxuz+g61AJWkuDHPaRxRx5A2luT655/pWpp80T6PPprIshlO9AqZLv3ORRKXQ0jC8dSa1stLa3HlmKVYjuySTu4z+NQ3CWrSxXFvC25kckByOQPlGKguNLuooBIYAJZeG+UqCByenArY0bRFnj+0nUCp2sqQW8LzyBf9rgIv4k1DkuplyW1uRWtxf/Z95tTIFxtEeABx19//AK1NF/BdiGOdHgkTKh9pQDnng9adHpVkupmS61PIEm2GzVN0rsenyg459BVHVb51nZUhlt3tyQiSIN/0YdM+1GjRKTb0NZLcJdoJ5WZVlDJIzYDqCOR2FT6jEmZvKRvslyS+E4YZxnH+FZNqupzabbahZvbzRXRZZIlVQYyoycr2Pv3FWUd1sxFJukWQbt6fwk9G/DuKyaa2LSaGTWiPaotuGDBuWZQRGB3/ABpZ9Cs4k8+R5JGWQqeMBsHOQSaTEQtFVonCOCNpPzHaeSAOx447cVfg+zWSK8yEkom91yAOcDI/i789qadinJpGXfyGUgAO4lVRscfKoAxk4GetJbaa0cIEilUPz7HbcAexU8ECte5a0juwSrz28oaQyGQcKOcYA5I9O9RebHal8yh3LAoC4YKjf0x+VK7ErsVbeOZgzgW+W+bDZjc9sH+E+xojdIVdZiUIYgr0JP8Au0j3Gx+CVhfpkAk5PT6j+WKr3TSLNEkqb4yQI5l5defT0PpSsNxaGuxe43xuUIAXYOSee/tWlBci4QMCN4Gf94VkIjowMreW4kB/vZX6d85xUsoFtqAiCiOVArO2CAc8gDHoMDFZ1KSqKzOrBYueGqc0djYmginiyygg9iKxLiwaNi0ZOPTNbSOrRrOW2A/K8Z7HtUktiRhiQAeevavNj7ahOyPsJ4jC4uledjltxB2uNp96UO8RwDn1U10L6ZFIp3bcetVZtGbLiNo2x2LDJr1aOIUl7ysz5vEUYQl7kroy0Ic5Q4buvY1bgnk3AMpx7dDWfPHJaTYkUqR1zVu3vLgrtiZMEYbIxkV1KV0chqwanp9kPNjTzbnkeX2HvmslI3+0i4EjiQNneDyOahggRpZFXhwc4/wq2rZwrjB6fWmgt3OpurltVtkaR2WVAFaRQNx9/wCVVjpYtwqGZ5kdf9apGd2c5wazdOu9k32WT7/RCe49PrVqezuiSHt5HgC7sqeB6E+n1qeU5qia1Q1sRzqYgpyzN5m0oCPfuaSR5ILOV541fzDyHJ2sQcrkDnj1qopFpKTLDcROrjkPuVC3fnkg06WVknKmRmgkJ4B5B6HHt3rKUbaiUnaxTurC51vT4VubsNcBjJGCMBTnhVx29utXbHT75xbm9+zlY3VEkiUiRB1+bPXj/Cn2NlBLNt+0JHIgChS4G4f3vbjHPGa07uylFos1vDeyu42G8VF2H65I9O2auLk1oLntuU5p0m1JEURhXXAkjUYRsYOD/dPYe9H2Hy/MNvaFZJG2b0fMoA6gDoP51EdLvoklkmHlx4+Taq7mcfdAbsPc1nXK38jK0JVAV3ZLYZz6gjjI569aV23ZgpX1J5ooRCIW3vNHsIRHw4zyQcfTmm3i+a3myXoAUbWE8eVPbjHft6d6mlme7tQcxJc8+Y8a7RL7kD07+tVkuIrOKS2u7SKRmy29m3DGOduegPf0oTs7FJu9yxHp9okyIYIfMhZm8yHJUsQBnB++uMUljGsEkqEyneGOI9qqV/LrVqN9MWKCKLzfMBEkSRSkGGPjnOPY9BjFLNYpc2zPGI45A5idOSOfU5H6VUnqaNmK91CgAtpmuEVWCDIyRu3D2yCT9atXkAubcvBDJJKAGk3PvwQOm3OMitC102GG8Ql4niBO3EeM+mB/jRqNvazHzpbV/kcujq4TB24OcdfpS5jNOzMmWSdXh89bSQupZItgDEkdSeg/nmmXcmqWqQzGyiETtmPP73BHUcf57VLDaWzx+VLEAFZct8yE/Tufxpb0XcNqjwaZEnlSfKj/ADgDgj5s9SOvvV6M05b6mDJe382qOkcEqxtIQyhCAqDsv09Kv6VevK7x2ttHOqAMS8xVZVBxgo2Rke9aCS+SbVpIZJ8vhS8fOSc7c9OORge1SzwWsDSwpbyO7vuMzjakkp7ZHC4z2q+Yhws7mOFe2v7X/QWhYZcsnzbVLdePukYrS2tFINWtVhaY5/emLIk5+8MYKj1NS2ttdNJtkV0lByyplkI9icM34ioFvY0uZLO4hmi9BEcYJ+8cfSpVrhzvdkk2pXFnb+bI8cyEk/bFhy8ozgEv6DPIH9KroLeSeNpJSzMSY1BZXZyOxUdRzx3FXZdGEs8MelvPBAFLKyYOMHnk8HOeRz171zupSXkV28U0UcA3YeUIQvm4yVUgcHpyO4ppXHFOWrLccdvEpdnKzMG+82OOnJ9fbtV2I6Ld2QS+tkEAkVfMckP8ozhfrz9aorb3ENtFPKx64Vtu9HY469u47cionMsF0XmvBbx4LrHLt2iTP93b+nbFTZpj5L63NH+3NLlzGfDelx2TAxhMlJgw7rJnG7GBg8Vp6bbeC7kTC6h1GwhhbAlu7kZ3EcqECnOPXvWPDBaP/pL3BcyR7Nw2gB8ZIHXJ46dee1QxPbQWazW8M0Vu6+YkjplmA7k89CSeMfSq5miXHU7yDySJBZ+IbcWiyMsBu7FGdkHQ5wMjrzRXI2mr3UFskcFzNJCoAQqpYAYHGQDRR7byI1Ire2Vb77NlP3qqQ5PKMp3Z/LNUNYQLqTuIxKwTaXBIyFPBB7g8c1PNBu/f3E0kMaR+aZQRvY4wBj0Nb2lap4dMK3mvaLd3/wC8VPPt5yPLyAApTrjrzWEFrdm9VXRykb6hM0UX2WZrZz80gDNtZgcjP/6qt2unXeowQvO91YqAICXQkPgfK3UEe5xXc+IYPCSC3fQl1C1uC4SaJpG2qnYkEnAz6Gst7uS+eWO7hkjEDbPO2YaQD0PRvqcfjVyklsc8tNjO0y3u7OT7LFlLJIx5t2DjLZzjJOQOvei8u3+2/aYfJDlxI7SFmwW9QOMYq1dSmBIreFd0bZbbsD+Z25z7nmrkltb2mjETwXcrMAEYx7YVIHbkE9eO3FQtdRXW7M1tQne1jltlT7Wpw8MYIXPftz9CfxqC41ud7UJPaB1R85t0JyffJIGPQZqWe4gx5Ub+UxTfIqxjbIQPm7/XrWSbxRMqxzOWIMhXeM4HTgHk/rWjeliVvexsWIi1FfLulKQEh5PtABO0ckjHT2+tWLnV9JWSc3UNtJHJhVDqBsA6AgruPb1/Csa+ju7XTfIkQRvMMyxhi2QR8oIAyPU+h4rIS2nutk0rurSFRkJksehGOOQOefapS8zeKTN+9t4bmWJbEQxwT/MpHTB7FT90+47VnHS9O+3iM3oUoQW4OMg5HXBC8daqXLtbRqIZJDsAKln2h+2SufQdufzojsb6+R4bVcTXvAcPxIBy2TjJ6cimt9WaqKSNV9LMoEjWJOGYCeCNiHYtu+fBAIHQH+daUd9DGJRbwRwKgB8xmA3N12rxmqNlLdtpxtNRv5WjTEcaQJ9zaOAT/wDXqSDSdPvbi3iu4ljX+KYyGPPqScnB/CluzOpKNrEw1p59Rsltku5S7kSJguGOOgAzz+FU9UOqxwpay6VqttI6BhEYmjDjOCMfT1ruNO8b+HfB1hJY+F9NTc2Qbohjvk6cswBbt0rhdU8Y6xrWpGYzPPeMREiuDt64xtHHH+FJxi3oTZW0Ofv4ltLpPMiubY7FGDHgj05xxU7X6zhGupLua3TAISUOQehPzL29avS22pyaizXcqSvGAxib5yAM4PGMU+SKz8oySPHD5bYAyWJTtn157VblbRgmdDoGv3NvbzWmjNaKwUqTcW6l3Y/xFsEEgds49qffLZxQx3hurm4u7khpFMKxKuPvDC9AR6VgReShXdGcOuFULguezdOB2B61bWd49sEhMm08xE7lABxgDHOD9PxrGV29BbizR9bh2AibiN9oRePUjjOPr71HHHFeWkaMwMQZpNyMSc9yRnaRg9Pc1ZN1OYS9z5Uccbn5oowhBH8PBxjn8aLGaC6aSN5I26so2+UT8wHToeD61MUx8tytPbMkMlutyzkkB/KTb8vXj0I/Grkdqq2zRSJujcBopUwpQjkH6Z6/WlTTYi7S2cah7hiWkKHEYGOhPrST2+y9DSXJddwI8uMJ09Se34VT2GlYlOnW0s4LTtI0hVyIiV5GcqCc7gRjgYpsEE8kQMim12ttw0eMgnOBk4U44q211+9Kxu4RACEjj+U598evpWddX0Md2kEa3LXDAOyJLlc7uO3FJJtBe7sSW9msxi4z5bbiFk3dP4c1KkRupnZyo7EAkdO5q/apbK93I6tD5kiuwVMEZP5e1RT2FlJE32VJzKGO5SM5XPX37YqlHuJLUoiUyzNIpYxx9OMirJllnVNgUo2VVs4IPuOtWLRYrVoIZIsM2SpZNvmcZq/HbQ3G0QtHG+N8mSOh/iHb2x/OlLVmu60ZgylItsTXUzvxkBQA5749fTmmut5BMsiqfLkPy7247ZA98/hVq+t4rm4WKE/uYckiRMBgeDkgdeM4p8WmyrseGLFspLOJGzjA+8mepPJI7YpcorGdO0V7euoTCxpjDd6pw2J+Z7dSAMEK4++D7dq3LewtvOkjBDPKm4sT8m3r97tUjQeXIrCdcyfKdp4Az3+tPVbEt8uzObu4p0nE26GJl6Ip5UjtVm3K6lExTAnjG5kHceorUl0e3nd9zJKzYZUQ7dvrz34pw8OyxzJPYTwrIDuA3YKj0PrxWsZFKrbcwNjF13ZDqeDWs8s13bqZZy2xMYPb8quanpqyQm6g4cf61AOh9R7VkRStG2aq6krFSSaui9cTGfTCscUXK7XkeblfcD/HNRIkETsvzsYcMWC8dO3t+BokiR4jIiBj1KHoT71VjmucqyQFSowswU5x3X1P05qJXRk48u50el6baauGW3m8qSJC3mTKqgA9MDrxRrySb7SxS6neONFA8psjHbLds1jW9zfSysRDLKvQl5gGx2xu6r9KWS5kWCZF8lpiyhQ753j8OmPemp2M3C+o+7t7RUd0Z1kcY3qCdp7ZBqvBaTRwN9pjeG1Ub8EfLuJ5IHGAetXLXVp7G/VpTCxU8/ICrj19v0rQ1S/GpWhud1mkRI24j3EHP6fjVcqaZCbjoctfRO05ntVb98ofy9wAOOpGcfzqxZL9skEdxDIUzhWKbT06c8de/pVm8toZ1aadTLIrkKWP3B3wO1WkgsnsnMz3CzqWdZLeQdeMD1zxjrWemxsmiSSDyPKS0hbasW1thwRnIO7k/UAVDJZpetG9yzl4MHynOAOpJbjJPT6etQXj3d3piSRfaCU27owwBzyCW3ZO0evTB4qzperPHcIuoRsZliB8sLvGenDc5HHTHfrSaZroRXPlqsj3cluJdysWAJGD0UDqCOKnjeza2toPJu3LHOyExncTnGCxycd+lSwaZaXi3N2rSW8k0YEvmruyCT93J+U+owCO2awp4msmFskLGNPlQTHYW9TuHGPb1FJonlubvh3Q01+9ls7edbcxhmkdSWkAzjaVqS40u30q5kt7SNVRWCbfnCN06qc4zg8jjpVbR7SbU5ZoIJFjukQTQXEbEShR1JI57Ed/WtTXdAs1ji1Cz127uGuyPPjiI3oo7nJ5x0II5rW0uW6CLS0KU9lNIjMka7I3DbmO5Xx0XkZIxVO50W2uCmI7mN0BaM2qnG4jsMjH1/SmWZu3LWtuBJdSECMzg7Y13febHQ85wOBU39srayzx/wBoTtcQuEKeUqlgfUFicYGexPvSV7XGpIghiubaVVYySI6EvK+SQw6ZA6H3xzT4xbXNvGdUjO4Tea9xDDtLK3ABYdB2PH4elrUNf8uxt5FRLiS5QrbRFR5gU8EgjGD14qxb6tHFbRGyhSHy34+0ORIRj5geMj9f1qrDZi3MZuCNL02OKzt45GfE6lDOpOAVbuRnA4xz1qnqsOpzWw0i40+8YHmOUWqxyZHGOcFlA4OPTrXcOxmkjufstpDIu1SgTcIgq5IUHGM8ZC1nXr6zeXKqs8NxNGg815I2Z1HRSGHbpkZHWmmkyraaHIWMc+k2lzBMHWJ3G83ChQx6Dryfw4qxap5syXiXE0VqWZGkklUhWIwF5AJz2GOc9T1rUeHU7eGVNXka8twdzM1vuVOOEGOM/XNZUB060jSWSeNJjJtQKhYR4PyqCRyR/e/AVVuZ6GLkomjcQ6O+nW8sshMqSCPymnQeS3UsMcc8jaRge9M8qCYXdsjW7WaqGhgErD7O/XcN68A9COc+vFTTWMd01wbqRbhJFAQCPZ83XOSeB+tZdhDZ6jexN9rupoUXy3CRuwmB5YMzcLzxnBq3DlKVVTi+V2LUuhairll1mdxJ8+Y5VUDPThmBHHtRW5HpXhySNTI1tE/IZTLK2Dk/TH0op28ilb+ZHC3UjTQyQNCuXVY2K87SOBg1teE7a2aS5e9uPKVpFjYtyGOOADjsQPyqhfR28F/KpQr8pLY6HHatDwnFczapdQ28D3O9Q2xSBjHAPuBnkVxW00KqbHTXdhbBQHS2uJSw5Mm5h7gDqPY1raPoc82mzSxwXUJj5TgNHPjIOVbHYjp07Vo50zRdHhvZUt4tREQVV3I/l5P5Zx2HtXB6nqt/faoska3FwSxCWc87HIzjIOMKvt1quW1rnI7Jmn4lhFpbQ28Nu1vCzAlkhZnBA5BJ6D2FUrDRL64tkEkMr23lL5ck1xjbk54DHg8Vs2OnQ2sUUeu3ptXkBJjhnLEntwemKq6pdpb3aRRSTznbnbIhYkdsAcVdktTJye5lS+HJo0lgjiW8hVjPI0IyC4OQAfp1xxWbPbw2qTTG02zTMJI5VPyv6DHX2xxzXRafrNxIHQW9oJY8sEkfy2AHPrwKrw2v/CR3c135q29vuDSqwyqueqr6561LUd0y6cmtzm/tV/CIp7V2ikibAQlQM9wz9wfQ1Bc7ppyJJPklAwjqCqMBkdMdM4FeqaP4d0GxgG22hmCrybjLEjOeO34VW17w74VvNQlkWJ7Z4sF4YIi+/GMHH8I56itfYto1U0eaW8dveDy2t3eaFtoLnGM9SD3P8s1r6Y2pXrrDaaVc31nGpXCbUbI9z39xXZ2Mum6Rco0cP2cOMbXh5f0wG5zTrfSI9Q8Skz+bbq65jRtqSc/7Pb61LoX6h7VrY57VrESxFpbTVbQKw3ZVGKD0BHX8a5llsopZCb++utRc8hv3UO3+Eg9z+gr0+LxLpum3Mlitjd/uiyPuIDLjj8a4rWZbS51F5rK1/wBGcFWUR7PMbPUL/T2olCEF7r1BSvuYbafeC3y25pS27EADBlPB2k1BLod2Im8pQjSYZEDbdpPqexrrIdMuBHGkqwQBcASSk7mHYsP6VXmszGQf3e5mO5onLBgO+0dKxc5IXMmc/b2gt7VJLgPI6/fUYct1UKT6e9EU0NtOHSHKu2zghgnHXHTH0rbvrTzoPNhtYpCgDuUYZA/u7c9cnOawL+zME/7hZVdkJwwx+HNEZc249y5M8Meo+cqo7Im1HfKjn+fpU9nrlu+Jbe3cuQPMdVyRjgjn29KyrATOsk1yZPLRNpiZR970HarCTwG32xyrHPtxHEuVZW+neqUTNpokVYNVyjCYwjnA+Y9eAB39SatwwizheOORIih3gGP5mOenzcCnRackRtzDdFIyfubC5U4ySx6DjoP9o+lawstPEsCGS5mnEaq/nOPlbHLAevI4paFrmM6C6jLmGa6YLId7bG3Ybj+dVWmM0xs5I2SMN87I2VHPRm6k9uK0GtSkggtllBUlRMVBOenXHTr+FQ3FnLJeMgd/Li6Oo2h/wA4NQ9GaSkVZILppfKiufJtlPPoB7AdT1FQy6bII5oIXlck7nESMHYDkkufbsK6Cz02dEHlo5QAHYQvfqT2FO8q4t7qQR3AV1UBd2BtPZeOPWhSaEmYWiGaPTbqO5lm8n5XDBSzjoQB+nHauitIvOtTKtyLmMjagbJEbEcdehqpPJcpYb4tskrOQCqYB5yW46emKkWzubUG5g2kc74XbkN16+noetXzXBpl+3vnDiG8j32/rJEcRn2PXPWrUsqI8hjINuQAoVRgt9PXvVazuTPZmUyW8LPhWhEu4568MOvGaSeKOwdthhVQMne5YY7HHUUDd7D7cRkP5+923cspDBgAcHHWpCsU4Mi7UTJ256KTyf1qs2omWENcraxqpycN174BqCWS3EsflOqgEHCvkHP171o04v3TLnutRk2ppb7kmRZX3chRwB/k1n/2talGaCIg5+fcfT0Fbf2CySC4nuHjEQTLOzbTn2HqTxisaW70v7Mxt7YvEzKNjH5lPv6Gqk2lqEYq10F3czW0yxxTeaijKjARmLDoPYVbu/PXSUkck3AJJHUgdAfp1rL82Nb03dxGEQtt/dlWCKOmfetSW+JnFqjYEaxoWbnzCwyR04x6VkrApa7BaQXW22kUlmEeZAG3D5uRz9MUl/pLKpuIkYID86/3D/hUsN758jWkiyQlWA3qu38PfgD2qaO6uobmLyZzO4BRkPzAr2HuKq1ndGkKlnYy7SKUymJlI684p81otxZvdNIF8jnEj4AxVr+1Y4JpWih+aJvniLfdHqD3qzHrllc21woW0midG3HOHQepUc5/OrupFTnB6HOzh7sJNEVkONxTOFyOgwOSf061aji/0MrJaKsipvBDYx6Ae/T88Vd09bS4lQQ6lBGBzs8o4247kdKXX9LlWSKWzvZJoj8rJFHjYvUAZPT1/CocH0M1OKRjWd9bvdxn7PPGxDIpkT5Cx6D6g8jNOh1VfJujPbZaH5RICADjqfQ4q/P4UGp25a0vZIiozINpK7hz8zk4AHTmqMklzbIluNPjMZwJJIW2DJ9m4/AZqrSS0IbUnqVLO5ti7FzNAN29J0cEMT2cHovuKvWl3HsRpbl28s8LERj65p9xa2P2NEVd6K5A3xkBQeTuxkkZ7gfhVMaXqhtg9itrDZ3MxjXe3mHgc9QCRweccHirjHW8kTNae6zqNNNrqMV1Ne6XdXEaYMMkSbSxH3V3A5GOvQ8U/TIpdS1KD7HbLGuCv2a4QEIO5JHX2rD03Urbw/qdvBd2huiW2tG5ZCrY4Oeg56VaivpJ9QmYW8n9pkY2ZOC5z8p4zxwKVRRvoOEppao6XVVt7DTJrbUmjXUUbMEdifkAPTDHqeOf61yE9ok4V4JJoXkOWVgHV/Xg9/pVKdrVY3lu9yR7vMliJAKEcY3d8egqOPVbaa0P2bVjM0CsYY5DtK9+O4pwt1RV5SehesrCWCVrfT1ldwCVnhOHUn7xxnjjjFW7rw54gmiluU06WZVIyI3WQjnk9fqf0rlotQvIHa+iVYSxEe9Vw598+v1+vau00LV/D13C1rrjPDBCUWT/R9+Q3Ay69MkHn1p8kZLUrldzmbO/+z6oDqEMkMyt8xK7ctjj5Cenv0qWeNr29kJgtp3uFCx3LRNujVTnG3PzN2zmm+Wbe5voVu2YSb0gW4QbWiVuNrNntgZqmLqBrhoZTJaC3kCKY5vMCcc7SPvZ64qbu1i/Zq90T67a2+qXUS2sOl2d2i+Y1zFLIoGOeVPCtniqz2OrahHHGblYG3mWdpXJYkjl8jouOMZqzaX8aMrx27XIjYlpJlUlgT97aTgt6A9KuXY0+3RrzUHzO0XyLLCYQ65+UYGRx35qkWkJOLu1mt5457LUlhiUG5MjGOQg5IwB1AxlvQUp1C4UhJIH0+SJDIswLrGw6BSVPB688549awLeGJ557mC4cQKwWRYrjbuY9OvA+nfFdA1vZSra28TR3d0yg+QxKNGw6bgTgngAY9qajdg24rQ6e31L+19M8uAMZ0O6W6d+W3DgAdHHY54H1rk7nRbpNXCxZm+QG3e2PyRnptUH5Tz2981urpttqGn3F5qlwsN1Eu1LadAqTnHQbTnd6VmXUNpbaZHavC8ojVvImhkOYw2Ccj1GMk1Tiokp826M2a/EF3NbXF5clGOwwSqpRmHUFQMjkdhmtLQrq5VraSwuwWgjZ5jFZtJFIh6psxk8jt0way7O3dXEklxbE7BKpb5COOFLEck9RzUtp4wjXBtp5gzZCxCTywnqM9DkcnmqsnuzO6g9Ed9bW88UfmWFpaXNvPiZZYU2K2QM8NkjkUVzcfi7URGFcWEZT5dssYLADtkEDjp+FFKz7mntY9jlLuaa8vTczbVSRgMqeAM8fnWh4VjmttdnaKQ5ht2kRnfy/ukEEHs2OnrWZdOHiSVEwqhGO4cDHt6VahvrrS7iS5g8pJcSopdflyR6HOT+grjRtNKx2hlm1c3H/ABMv3Zculs0a7W47ADG6s/Tb++vpHtBGhukTd5KOd20H7yg8KcfwnkisSWW5MkZfCmSNDGuCWyBkM3PUHOD1q5Y6gl1HMYJp7W4mGZGt3KfaB65HGf735iodTW5xct0aUlrEkoleBEmZsiVo9xz9Sfr1qeHTMXJe8k06aEAoXmum81s/3QmdpA6ZFYs2o3qI1teLMkIQKXVwGY5CgEnGeO9bPh7Q9Piu7iV7lQzFWEm4NsbkEHJGenaqnNboI09dR1l4Xhaa6u5GVLNJP9GmeTKYPIGW5OAcYJyatPZabo6CVfFVuIZGOYo4PlDDqEBGD+fFTa1IILl7aylluIsrLNBEx2sSQAjIQQwzjoKydQ8IyXEby+asRlPFk4WOS3zwrKSQOD2zSU0U462LcF1b2UsZl1axl3YYvGmWH+yT0yB3A9s1vtqFrC1rplvpoMuoyBUu3KuqlhyxAO4kdecCuLsvEWs6ZFHZTtaXEdsPLa1aNSwI4bDcjJ64Nb1zrK3kcD2cCWwkXPlyx+W0fOMs3zDHU4GKv2slsS0olXVNSs9I1uSa1muDbuwjHmRYkkYcFgSOUzk/SrFj4ysNavTYSbIrrfm3dyU/At3Hpk/iKxfF9lCwjv8A+1LSW7lHlpDGGOFA++ePlyeAMckjpXPaToZnuxFfkWzo2B5rbDnvgngVqp8qv1ZG71PR7HR1169udupweajEORKruD7p1x+J+tUNP8KeK4tWvpIry2t4rNyy3Uo/1nGflXGTXG6jZS2F59mkEbIkmIJoZgvmqD0xnqOhNab+Jb1QLHTvOCzKHlM67pN3oz8nA6DFRzFckVqX/wC0G1KOWSW+kupg2CWAU59SMZGe1OmntYbN3eRUWPadgTjJ4PIGc1zNraXBv5YGuR52SgcYAB7n1wCK6TS/D667qculvqs8kZthveG3Cr5gHbkMefQGko3ZklJvQptFJDa+dbI8hVdyIxAbr6Hgn2rTs9PfWoGtIrGSeRHKx7yMMQNw6c98HB4Irk7228QeHtQfT7yeaJ4gdq7N4YEnaeeajtptWM2bW4aSVm4ljOx4yeoHcDPqTVOMVsaxckveNrxJaX2iWyreadblJMxuI5/miYjKjJPf359qzbZ7TUkDLbSSPFuIR0AKjAJAI6nPerWn+Ddb1W6dtR1213SOrs0k2+QkdwoOc479queIvCzaHZtNp+t3N7LLLHvjEWAoBOec4Uc+naq5NLo0UklqUbrVbh7b7Ilg9qEHmTmWIA7MZ4B4z0H41Hp3ie5FtPBqb3Cylfk8goBuJyS3BI9MZqL+055biWSyBcvMUNvIw2uR3O7jBwfyrPuUhuLqK5X7PaKW3MiMCWC9sn/Gskat3WhqJqstxPbQNLIrMnAUjameFrRl1CS1u/La5+dEywGG6DBJJ4z7CuZluHhuMLbS7S28b8H5iR8oPbjjtSXEtymm3juiyX07bWJJ3Rx57cYGfTn6UclyLHWPrMMGnobmaQOy7yEGAinggY9jmsjUtT2rD5igIXaMLuOGU9CT+HH+9WffNanT4IV3i3aR43IO1hjBJH0JIwavadYJd2ssc2TpsbZWR+GUnAAHfggZ68VLjYvl0NrQ5kuNHnaW2aFV82TaWCgxsNhIYDtwenpWY999paVJwqsqGNYZZG/eLgY4zznk5PJ9Kv3U4xGkO5InJhXaxAU7SV6HgBj0PUdazmijudHuFnMDySSho7iRR5gKjBQ+pDcZ9KcbDjsVDd2cqzNqcg/dyDYttHtO0ADleOp7HHStmaKWDRpLuydbiKXaCZDtZP8AYbrn2/U1Us7eSW5Ed3N+7tYvNDqgIIA/iB4Zc4xjBqr572unXUSsr3ly5bPIDKBkrjsDnkU3YGmWItVjiRBdFmVzhd6D92QM/MD6j8qx9cvxEiyJsErnKheQFx14PFV5lklsBtSKMuxI2ZK/MBj3HT6VHbWoR2lljKAg4DnC56bfft+laJpI51TaejI7zX7q6hg8w744gGUF8nOQCSPXpTRqM8lzcTRiLbJwfnOeeOB6jFV30uS2klVlLAMVQAY3fX2qyNEkFzNDEGdxJs8xAAgOM59R/wDrpvltqaN2VjpNPureSWJZkJjZQx3HbvI6Nz1BqOC/luHuJlvTliV3YwqH+vHp0qrbWEtvqUa+aWtVBxKW5dcdQR29B1qZ7FYBPPdMhkEhgUcBXAwW3ducj+vNZKKISfQnj1KNFEEcjZPyg7snOR1/+t1qSHU7gzmGDZEpOWfBLEjoM9awY7W+tpY70RxvFkmT5yG25GNyZ49iM1flkgO17Qp5jDaAwYHI69+tNqx0wimjU1CQs0dwIzvKhWZV3KfUEVVj083sqKkSybQSobjA/uk9R9R09KqwaiIGE0f73yJcbWXhgw/xFbMV9BFxIYobh+VSMZIPuM1UYmFWTi7JFo3Laba82pSV1xEAwCHH9O3NZja1cNdtDal4SQpAUYGT710miPcPLJdyafIscWcyzuFVgvcBsfpWpL490KaxV7ixPlHIDPDw3PY461fLF7sxaOciXXbSOabbKNPnURuSD5bN7g/l6EcVTiurALjUdIlKBWIaT92u8n5WAz2/GuibxMWQzadM9uZACoYBhj0xnIrh9Y1s3mqBLm4lmuTKQUDF4xgdVzyPcUSiug6crux0MENlbusqvJfYIJS2kwd+ckbRnjvVy+8RWU7XFrfpK6SqYlRZMuitg5OAPQVzHh3VEfSb2zkuWhjgVniQwb2fPUb8ZX0xVW4Rr2dZjcb5AoiXcoG3aPQe5x71MJyTszSdNcl1uaWn6tDpJlD2s72/C8yGRvoM+vpW9oniy0tNQuLiK0vSk4/eeanlsi4xgOeWHcjP4iuLvrCaCaSN2SRQQrtDJkc8Ej8cDP8A+urG7U7iyyNVtjGv7toSMiTA5DA8cDFVNRkh07xV2b01lZaiFZdP067muLl0U+awfjuMdhx+PaucvrVLeOSzg86KRJc+SI9oLDHy8jkH1Jqs1hcQGH7PLGyx4kWZJAG3Z5xk8VoWurRwTPYSD/j4BaWJz9wnuHAOTjnk1MblJq+ho3eiWT2Vo8E8EiLEVvGMyptf72SvcDpVTT7CVbfy7cyXEFwzQSyWfzb0HIGDx0wR6GqmppZPc28FtNcz7U/fbo8O4A+9wwyPb8Sadpujtews2mI82WVld0K9uDtB6ds5xVNX2LlZrc6mzttCiZrS5TUDmVXWSa33yRjGDt25BBzjHPc1U8ReH7ezRLhl+0224C3821eDpztLAbcnp2NX44Lnw9pkVzdwwT3MJ81ZI51GMdNy/e4O4ZA9q0pPiFqWtQm3vdBF/a+YBDNGjSBZe3ydG9aE1syIRadzgY7R7m1v3tY8x26NM1sG3BASAT04xn9K1o7l302BbqJY7KNDHLJJkRMSB1HJx7gflWtpCsPF+o2V5pv2IX1hKCgUxp5g+YBQ33cnGPc1JH4fn0vQ7iW7tJ4tymRFUKVRm4+YDoB1LdsVajpcvmTOGRwglitTBFDjIklhzHj2J5Jz0J7VqaWNPtZpZZ9RtZJJQ0hIV2dm6BcYO4YIIPTrnpVLUNEuUkihikiu9sYErREvHISeBluBwcgnB+tLJYXVtLHcf2eLFA/7uEgmWLOe5GPU84yBTVx6G0kN01jbTW13bFZc+VP5W5lBzk4HPUAZByDWXbaYJ7i4hupSkq4KyjK7ucnG4nDD+tRpdXlrcyzLfrcs2Ga1YNtYDPzE8cA5yBxVSPUZbjyI1si8TEu/ljdkZ4wBgDnt9Kr1M5XtodDfNHbSRyQI3lFcNIxQxu3I+dR3HqK5+71Wysrv7DHaHLDy3EUu3B9M45XHqM1pfa01aJ7AKbdeV8mfAdfTjGOfeoj4fEMMcd9NMriLcjSAdj0XqGz9adr6ozhJ3syKwv8ATLaB0vNPiLmRmTzlMhC9sMByOvNFaEuioxVofsgDKC3nq9wxPclsjH0xxRU8rNueJhT7lt5ITIJI8EgEYb3FX0MaxsjTbrgSqwyucLsBJzWff3Zhfe6Mr7DguM5PvV+wvIba5hvLm386BdyPGinJQoOa43flNZk1rbS6mzqrxyyEMyRyOASoyxAPbHpWfG8exbiCVFigG5AASRx+XX+ordurO2s4PP07F7buwaEyJiO2JHSRh1PbbxVSz02+1iQrFdm2kDHckiqFI74AGPpntShG+5ySkkimdeWO0gkecEfN8wXODuB2nHTI5BqtY3MKtJIQ8ruS0YmcogXoSR1Jx2rc1Tw9BapJc3KlYV+WcxkIuMgDb1Bbv9KpS+G7q2vIm01BeQfeIDFjCnYse49xTcIpWHGd1c6Hw/a3mv6hFa6+ZotPkgYRtEgVZR2HHAHXmu2tvDOi2atO1qQibo1Xe3kYK4HJB5zXB6bqmo29tLp2mXkB8sMGEPzsiAYBGR+YUc9avSDXfDNvYXFre6h/Zu4fao5cDJPPKH+E9j19azco8rVhrXVlTV5IX1aEaI0nHy4Ma7A3YKxHP41p6dqkFppl215YW95dPtX9+4+RhxhcA47/AI1V8SeKxq0CW8AZ0LeYNsYRUx1wB1PvXJ/bXhEjRzeQ742eWuMt6k9sAk1nSvLpYh2vY9AtZ9F1K2uJ7fTJNbu0uPIgtoNykAL8xY8fJknrwOM81tWnhbSNV0mGz1dZtM1BwzvYJIVKgngfMCSPpxXLwwy6SdOvdEhknuI5EEdsYz+6j24cOR1DdSeSSBW9B4rVtIvXlu7j+1AGlaFbYlS4ICR4PIB5/nXVFRUveKVrGH4z8JPOo0vTyWVIvMWe4UqBJkDG7ocj0xWVJoF14W8sXqsWkC/cPLMB1APIHtXYzeLrHUtMeK6ZIkZcyQT8KD0JB/yRXl2obxf3CtcrIiPthIPBUdPm6n86upZLQzk+bQ0LbUrRr24O93DuWdyejf3VHrW9osA1uU36ytZxW8LMZooz9oGB91iWGRx2FcjaWCMEbegfJO4kkFj3wOprrtEs0vLAabNcMA0++KO1Qs5yOQ3YgnnHsKzTZMYxRiaxqU+vNay3FytzLZwbIy0ZLOo5IyPv4OcA8jvmpdP1K0tNPZsMoHAVfvv/ALRP9BWjf+G4rK8E7Hybn/lmUXaMnqF9/X61gyvHBNIDGWvYgxCKvCHrkep/lUtu+hTXNoaa6zeWt6pjSGOV0U4wu7b2yT29qS78QXb7pRBEs+4qWBkkyM4BAxnv9KwfNUYhkgcuF8xWJYNnPPucZ49asW99f6ZA1xDceXGUwhLcBQOvqTn8KtORoqUWiOOMWMLeXEDKr8vJII2VcckA++e1MtV/tF5ZbS7tl2jeEcYxgHkZ4z2/GoLqO61eZbmTyLiTYFZmJwQB+la62dhaol3cTRx2cJ3iCOMh5n6bR6jnrTasW9NEVkhW08szMqZKmSRhtwegVc9qrqHn16UyoTGJflZehJI5x24J5FOluIp7q4ZbZ5Y0jJiF11U46IO+PWl0m6uXnjkCrLsJLErygHXIPHPQUk7LUNkaTTK9i/nsgtUkfY33WznoSRnPris+4m1GRXYCSIQZjjhRySFPTAOMHv8AlW+oNvPFte3UhGUuuH+Y84VT9ec+lU/7Lku4YmXV5Y2jk2FLhFAlYnqH9+QM+lJNM0T0Kd1cL5MCPyfuuNxGCAM8/h1rTikmmMLxwRSRvgtErZw5+98vcE4INZWqxuskPn2yyKhcSoDhlHQ/XIx0z3q7fxRvpVqYbd412GR8ZUkdMD6FaXLYmNrkt9Bq2hPEur2ip5rMEE3ymRRxg8+444rI/dw/Pay4gYYWNecZ6AE9+p/CmJdyXcIK3TyS5Bd5oGn59Dnv7CtcR3/2VbecRm1XB8u0hCSL/tc8Ec9qdtCnsc+9pNnzDcKHRiFcKehwfwGa1rKNUiiNyGYNJjOBIoLfdOB2JHNLNazTqI3CuY8hSVxkY+9gdSemOxpLKAshnuLSa22NsGxh82QR246D9KltmdrMgMsv28w2fyiMbgnl53DODx3yfXmlhl+0JI8Ev7sZV0CEoDnqQD15703yIbqf7CthdPNu3u8alWX5skE9NvA5FddcaRaxx20eoLDbyzw4d2/1rJ/dO3oPc807Jo05HI5iKxFxbSJAzpCZAdsIJBIGMgf0H61faxsdPQSaw8iq/MnlZzGCc/NjucDI9K0JprPT4bix054Jgo2RKP8AWLkc4H5muY1G3udcsIvLnOYjhPOyhO3+Ijvx+NCWuonDlQyXxBbSXwkhSe6jUuFjnQbtmc4A6Zx+fSodS1SPVo47DT9OQN5gdfJxwMckcZxzz2qzEumWcEc4u57if5SfJdcAgdQD0FadleWUcb3SQRFoYzKRFgMQe4PTnB49a3SiYupJfCjndOZIEvhcW8iPGi7025ZTuGOK7Hw7ozW9vNdQ3oNy2ZFgt7bfJ7KSSP0ArlYNTX+0LlrWPddsXLRyHczHHyjOcf4Vo2+tanavNA8zeZLEJofLbIA/i5HHFQ7plTvJJjpLi/M81xqV/NIWws8ckrRqp4/gB524PXg/hWddavDd3KKgndl5JY8EZ6+gqlquoLqj7N/mLgvNKM5eTOAT69gAaltNJuVMM0UZj8zKNJKNqqMd/wAc9KTS3Y5RRpWt5cWsEss0RKQIGO3OA2cBefXr+dVIZHn1C41OdLdlkG+OML0LfKSNvQjrzVrVbNlS2jWVRG8UhaSRThmJGO2P/wBVMs/Cmtzvu0ee2ERILr52wk91560U7yWgR5IO7M1lvpZmt4biRYkwY/3gUkA+wxj2qfSwLfVMRqUtpGaKSWRAyqrEcj3Brf0jwfqtxYXhn1S004wzmJ1U72z7kHAH0rn0ghtPEUdpuS7j+0KjzW7lhtYjcRxjPqKtxfUq6k9B0lzIJriBpN8IVlMqKNpJOD789O9Vo7tYbNQkKzIzMJQM5U4A/wDr561oz/ZtEvpLSSU2sySEKREQShztbcCQeMEHvWebLNrKyXwnMybo0LDkjHX8j+VJJDcNBksjw8NDEskfKydQQR198fnTIYVhZTexAyFQUlSXPB5yAO+O9Sw6LI5M5uZ2fauAVzgn3HQcdaZdxwrfRjjJgLlgQxDAfMMD06VVuhO+ho6ZqllFJCfOuIXzugm8sMAcdGBFdEt1NdmG2jk09IwpXbFmNmJ4JBXv/wDXrgbJ7mKaLZao8mxjbiRSwI6hhjuOa39N1NFSOeR7eVlyFmEIX9PWtYW2ZnWukrFzUtNuoYmdL15AEKOsbDa6Z5RV2gAk+1Szu8WtT3l3bQaZPcW8fkm2BQBsAEsf4OOpx1pLS9kvL9LK2m2blDjbITtXGTk9AvUkdhmuh02DSr28gii0y0F1duyG+kJa3icDnG75e3ApyjBapjhKo9Gh+k67DeaVf3N5YSRx2EgWW5lu2lTPbBJ5PsBXNal481iKwjns5JpI2JV7iRcqp9lx0I9a6vXINMv4rbwfa3M6afbkXM95aWnnfbZzknO0+x5Fc7q/h3WLOGdbDyb5crLDabt22H/czknJPByRS5nLYpwUdzInOvacuq2ltqayWd2qzuuAFuRkDG0g7cDqAelS2PiOe71EvNprXkqxGKKGAY8o7SOAeCFAHbnJqmNKure5t4UZ4S8fnEGLH2X3IJxt9altzdtcEfbLe7t5Mbrm2TkJnkHoV4zx6YpXZokilJeG3sB51zdQuJWjMUoLEjHOP4VHtRYAyQSXc/nzQI3EsKsUiA9ecfUdec1NfeH1uZvKSZUiWZo42UHYpBzzn2x0qhYyXOmWlzYy3rw2k7hX8vlWx1PPWk2+gWtoWYfLurpXiWKSW4HDM7HL9hnOR6Dsa0Le21Z5YrBY5pJB+9SOIqHUjhlVjxz6dKxv7JuE1AExODINySxSKVceobtWppV8ya9Cy7oILYMsf7xmMWfQ9Ov4U7voJRiLPe6hazPHqUV2JdxKBLUMAmeB8rLz1yMdaK1PIl3u7a1FPvYsGmb5h6g7eDznmir1J5YnNy3AmLAxFlG1ih6k963tPWzuNQVzEq2FxJG8iKxHBUrt+uemKxgYo0WVT820ljj7oJwP8avWtxEZPJWEq3yuGRwoBTODz3NcTehtNHoSaff65YQ6NBaxWlrbHMUQgC5I6F+eT6k1jaHDocZmj1DWlsb2CUhhFEWXPQ54IP4VzbapfWUMkA1WaW2di6COQ457Ank++cDOeKzbGO4kmmfz2tF24Tacl88njuKrmucDjrqdvqd14ZQF4dUuL653DyljBDKe20MMDPSsSzu9T0bUraGwzMsivlPMJcNkl1BHUgA44xmp9F8Pa1OP+JZaC6mTDL5siKenXGQcDritzRptK06WY3FuQlupE0jIXlxnkHHYntUzu5K+w426FuS58N2SXetPpuo2uupDvtxbSFZDgAfNjgEnJ91rI03ULCfS47zVLSa9kdmVZp2bdk8lUJ4bqatW/iC0vru7hkkubOB2xbwlVUsB1BLc7geD2qneX6wSWURv7ibToEMkSFQpRiTnauep/Sk0kW3bRkuoT6bYabc3WnWhtZHzCZPsz4G7+EFhheK4GaQ/aEtY/wB0YxskJOcsepJ+mOBXcaprqf2BFblWDbRO8rEPsODjHpx7Vy9vZw30Ctcyi1kP8DozMVP3encjNU0jNd0SaX4j1OyuUbTNibW4lcbvxGenHX6VuNf3d9ercTxNPJKQryxMeUz1x03ZB/SqunlILcWVvpsJu/ML/bIxukKY+YYJIIx9K057HTLCC9nlv72CeHBzdL8xfqBsXAGQSf8AGs5eRokjYe20iPTka41FJSwdoy45IHRdhIOfrx71xF3CLp5I9PiaObdkxSx7hKMc7T3Pt+tT62dWt7KPzHMltIVMdx5BAkXBIBDDqB2HFZcetalpcItIYpXDgMzTYAGe+0Zx61cLshxSZfsdDzawX0fkQ/aAfKUSk/Nnp/s856n1rtY/DOs6M+mD7VbpJeARmeKYMsW7O7cAckYPUV58kdxq0Ed5bXRgdZdsw5VG35IkIHrjBx0pdV8MeIfD2plb26tltYiHe4juV2NnDbf72Tx8uKq1yoQV7s9J8ZeENXsPDkculXhZ4lWN1JyHYjB2E8gHrz0PTivJbSOWx1hF1eQtcwcCFnYM3oCR1FburePNWn0a2sIb4Txo52uh2OcE4Vh346fSqGrz22oPp96YpreUq0cqyR7eoyMNVqOlmaJa2RsXNpYXF6jtN5civnyoJGYZP90+o64rc/4R6109IXliSebfvJnG0Fj/ALIrn/D2gXt1ZW9/p6FY4SyyO8gIBB4wMfKPxJFF14iv7qDyDbyNMkuwyQygkY6g5GOmeTWexFS/Q3dXhtZDCFWK2YyAReSAu9upBz1U0sOmWpLzyzoY41/dwowDZzkkDvn0rm7J7K6Gy5nu3eDdt3oG8vOMd8d61ri7t9OmhmiW3uCkYOx32spznORnGePypN3ZCcmrFN7fR4phJG6BpWPDh9y5PcHitG3043MaSWkgWPo4VCMkZIFVNZ1+DVmylmI5hICWUgjOPpgiut8DaurRyfa5rdLUOFRkIJMnPygEZzg9P1oVm9TSPNLQ4+/liR7dybZI2Y7mcjduxggd6Wa7uFht5IJw9rcr/qmxKXYcLtHXg+voTW1JqdtpMmpWK6fbPOkrLFBexZEsfXIYd8+tZaSLFcrLaWdkZ5ASTExVFOPuDBzx7DFS+RbFptKzLFzqitbeZHp/mSM21o1BB3YGCPTrk/WnuY30oahqkktpBGgwzoGYoeihT1+tQRSzRWE7/wCpI4MY+5D83Q+vH0qnNLa3d+8F1p+QsJIfa20j0Pqp9R0NF7sa8jX06Wz1S3hu9NtrSLCukk052+WBxuKqMZI6dKpXN29pbHZay35YHbI0qyK/bBG7IX0ArMFlO1vHbwTzW1n5QkjgwP3eTkE9NxOMZPP1qKDSp7C4+2w20MiPKQVZ8/vM8nnoBycVd0mDUlqbdrqOpxaesn2CzkEZ3GBhvYL1Ix61oT63cWOmLc6dD9n+0wlorUQAlz1HHPrWak0sM8gluDLuGMKMIw9cetOkubiK0Zv9W7HbHwFUHsB7dPzocomHPNuyRSl8W3kGnx2mszSRXVy5O6JsGJfR8dieg46ViX9xp80M1zbX99FhlidnO/djpn+6fwOfWteIadPfA6hpgudUdV3yXOfK39AoC8fU1vNY/MguNG0EI7bCI1ZSMdMEjB/lWkIxepp7Zx0seYR20r6gH0/ExY4RxMCwJ6k9PWu2SKTTLS1s5IZJHc5YwKMLtXOC5PPB6e1aV3rs+mOlodLtLTLYhR2G2T/c2Dr9cVk6Zqy2uuO1wyJaE/vQnziOT+Fs9Nhz34oqJGlOTmrjbnRLPWrGO4a0kgmYkHyHVow2QAWA+7kdu3Wqi6FNp9hu80SeQTIu48KAOm0frXU67bafNp0MjssEocLBKmQMk842g5Bx3rl11W1ikWXz5LuGD5DEkecMSeucAcnGazTb2NHHQxrPEl8kyzZ2tulMY2nnsc9vf+tWT9hsrS8tzuW6RtqszZ4P6YxU13pVzNcD+zVSFS4IYNsMbDBIYdD1GDnpW7b+GTeTCbULa0URqEuDIx+cjnIHAzzWiV7GLlY5OxsrqYmSwdF+8RmM5ZcAk471tmfV71Y7ESNxGdkQJ2bsZA2nOM+ldXLd2cQTTdOlLq0WzchwiLxhWbB7+grC8Q6B4g0WNrqG2XyIxk3FvPuK/UcYHenKKd0tTLnnKVrWKgthPaL57ywyLx5S8K7Yxk56DFaaalZaRBG89zEYlIHlhdzSH0x2BrD1nxBbPp9rcwXzS3DgCe3fJ2nHUZ46j16Gqt0LfV5xd2UkzwbVNyqHmP1JTB49xUUm7XsVOjzPU372/wBLi04z3mjxrcXMxcxW6nAX+8F6D0z1NVdK0bStRuzNpc91bqi7mt/MAb6jOSo//VTYr9ftEa/2TJf2yxL5MglEMqOOuWHBHcA1v2OpWxj825htrSUghVZRv6E/K2QCePpW/MnuROEoR9zczNZMNpbOZ5Lg3MYA2ysrowxt346rjbj65NYkmlm8KrBF5sqyblu1YBA2MkK2cuPw610l5fW32eOSP7JLLMUUvdAu+CD82By2PYYql/pYuYjFtzJu/dlcIpHGSvb0A47Gs2lzaGtKrLltMqafpmnXUpjmmnG6Mb0im2Lu7Lu/Pg0y4sY7O4+zSQ20Ij+aP7YnzRtwCvX5gQQa6fw9pPhy31MRzXE8l/dIx8lJBGnHJ4PQnsDmtv8A4QZLuI3d3qsEtpECzJ9n3yeWOx55PqOKEncFOL1PLr+NbnWmjtpGihtE81riKIhJXUjJVR90DOAPQVqo9rJb+VZXdvbwXH/HyyMrykYBJweB9B9exrurTSvDelSXK2uljWRKgKEXBtnhUD7uGPPQnPB7YrBmh0K6uXabS5Ht0YvGsd0yyYGOCeAT9RVuLaH7SN9znNOl0/z30S38KR3V6UZTJJfuDu2/fAHQ7c8c88VautJKQxt9oS4TYQtimY4x8mDt3HlxgHK+natfTYLWH7Rq66hBa38Er/YvtCmQqhO35wTnpxkbvr1pdPh8mdfta2N1oUhkuZbH7cAkJJC7kLAEHPYZOD+FRJHTB6FvwVFpeipPq51S6hS2UDzvI/drG64Zdrcgn6+9VtXmfw/d3cmlwQC0dEljbzyDhjkFRjcNwJyBxVmHVNO1F7h4Gmj0qOdILjbtmtViUYVArnLck4bAPpUHiC+8PQXEFtpsEcrxEQQrK8pkQAZBYFsHGeORxQpE1YXT0OcuNbg1aRdTvrZiVfyStvP8+3BJyOw56jtmqiWo1J7aXS4Z0k83YzRxuCwI5yRkFc8bjUsHmTT3t1DG0ksu5UhCqrggfNtTk4xnB7etdBpMFjcaFbiDxDqNvfwqZXtiCyjDHIVgSMds89eapa7mUb8uiM0aRqdhYwRnfCbeSRnjuJECyKORzzkc9PesW2l1Ka+VoLSeGGAGcRxxAgE92HvjGOp7V0hOrl43120AiQOjNdgIsqOMfMydDzkjt6UWt7bQxXbPeXwlitQgby8wyY5C5QcjuD1PfFO9tiknbUwEknudR+2B1hKg+ZDA3lkHphuu3J6ntmp7eS4vrseTC9xLbktMpm3lVHVEO3gnB4PUU0XljqSwzJJatdQqdweLHB45PIxk8AmtPS9REUdpHHdx2s8RIeQQjE8agkkH7hIPHJ+lPoFtTMu59MNwz22sLYROAwg8s8ZHJxjjPXHaite506KSYy22ux28UgDiOSBhjI/h68f1zRSux8hgzwiG+SEurybdu3PI/CnaSkcl5ZxuREyKXm3EgEBvQc1F+5l1aV3mIzuYSbc/pUdlLNPfL80a+RC+xQp+bnOWrntoOZ0mqJbvdT3jL5yKc7gmCfwPU4qK0gu7iWPUIIDdGFSy2QQt5mep3Lnb9KzbiW5u7yFLi3kaaOMSxPG37sA9RjuPSls72SzuTZQgbmnx8oO9GxkgDpg5qLu1kcChrc7jR7+eDVBcTWn2QyIHdpZwkoB4wq88YyOfY1t2uteFoLuWyOrnSWY8qW2PMDyT5uP4u+CD1Ga4S11+42G0vYwV3bS04U8bSMEnkMeAOR2qoujQxTp/wkSTR2Evzb0bEjBei456fXPHeqjV7msY2dzpPE3h/wAMxRztZ65GkbyCZYorkOhbOCw4Jzj1OOtc54khTRykc0olmSNcRhAOuCMYJBH0NUYtZS3vp7yyiRVth+4ycFVAwpx+n/163vD/AIUv/EkQ1PVNWaytpYgJGKh2uMZ3EegxRbmd2Fk07nL21/fajImnxRxk3DBFAHXvyfSvWNJ+FaXmnmS+1hluGTcn2eFWRAfduT09qrJ8P/D1vpk93o01/c6nFGXgd3xz3AXGOgNb3hjxNFpuis11uiVBn5z8oB9PrzxW6gt2TFpMxR8MpEcR3F+srcRRssflrFF6ryTu+tcjPoGsw+Irq2trG5m02KQr584ALpjjOR6d69TXx3p1q7i10jVb26DkslvbszE9zz26VyGo/FfVdbuZLTRdLGkpbuBeXV588sS5xgDsSe2SamUYW2LS1vc4XWNfu7qzihupluIhIRGAp/cbey56L+hrOjubeJYjdZmVk5dEBIHuTyfpXWFtBmuLi5vtLvmZnYpM7H8du7kg8nnpms42Wk3rTNZWgEcJ3Hz4+FXtnB4yfzrOySMnLXXUW2D+RNDbQW0ltcmMKLsGNNoyxYgc4PQc8ViX2hatr9xdXNrbeXCgDzJ5u5YTj7pY+2K6OwmsA6rFILi6cgfdMjMx4wP8Paul1+xW08NSadJJFo0s7rcGy8gtLOuMBnC8DnPB9O1VBJK44VHqkjyD7DZB7dJZBHMufMC7m8z8egNX7y6tmjt4ZJ5pYlkOBEAd2Bg/eORjNdBq3haOK6WKW4F2DEJopojhHBGSB6e4PcVxsMgi1WE8oF4zIfX0rTfU0jNSOy0y5tLSx8mFr5lJ+dEZmVO/GOPypVmtoZYWsdVaB1Yn5vujd1yCODjvVS28QaVZoY1kctHkBY4s5NQW3iGI3IcwgWeA7RLjzGOevvUpWjqctqjk3bQ6CfTi2k28dyjTRBi+yFgTM2eMkA5XGMYPasfUdLWW7ecmMS+XGNrOVYHHTp6V0UHi3RbS3uL6S0vbZJI/KtmskEbNkN8+G4zxjIrkNQsba58Oi4fxAbiRIlMdosJZlPJ/et/CcE9z2qFB3N4KXU1rB5dTljsmtWaGSNIzkhBAxJAIbg/lXZeHtCl0fSL6Rp7aUySBU8mQEqF+9knGST+lcd4CmMkay3ChoYJFcrgY+VTtLc9M13K2yLotpZRRILqT9+ZFIIdmOSeMZHaqUVHc6LKK5jDuVgudRlubhzEFkJ8krkFQeM5H/oNb9qvh+WBWFoiTIQQ6IEKHt1/PmqV4Iw8FvFMhmEm12gAIB9CR901X1jw7dTWDXunyfY1MjRyvcvhtxHyhRj5sjPA60lF9DjUpOWpHrEczoZpJIjFJgebJEWDAcBuuCMZyOgPpWUIrYW0pJkYLkyGDG4se4OetL4pfxBbadp0dyY7WyW2cTWUDhvJAOMHHODweOmcdqzIEu200NZGOOyjIiF20u1Q2RgYB65JxnrmpcLbHVFPe5sXMxljtJbKVFkiQokly4d1TjnHY+1Jqbncqxz7mLhFLYzzycH2rDu9TbSZIredGml3tLI7fejOcBd3rRBcTarqUMzosKgMsUZUFhnjLe/HWp5ZPViqyls2ajwyxyzyyWckk0K+YBGSobOQflHDGs+TVnWAK2n+VCvymSQ7hk9AVzxx3PGaXVNQ1OPRbrzPtFuDIimaQ445I245wQefpSz2Tizj3MlzaXJWYSJJl+M4IzwOOMe9NQuryLguVXuWvt93FA8ljG5tWj3s8g3Pgf3iOnbnnPtWjpOntdfvmkS4ucB42DNEoQjIVgcjA9wT71yLRXVuHhuBcLCyFI50ADKpOTkDr9K2dPe802UT6dNaSBVCkeSYzKoHG4dKvYmdpaRZqzJB4q0zEoiji38GL/WI6nDDcePfiuf1OxNgWleV5oVj2M7Jscj+42MqQfUimQ6ittp66d/pglnlZ5GRFwhzlQoHStWCS1v7BTcNPFdxoVIB8yOXI4JX/ABxiqvcmcJUmm3oYFjcw3lzFLGz2b2zDylCkfKecEEkHPP8AhWzZWWlZlRLMlpEG9UY84OcnPA59BSaha2xgW4jO2dk8mLdyGYfdLcf19a5rT3kt7uOYXMNqmRHJuOWAPU4J68ULTYqSlUV4s7XyUmugyXMNrGQF+YcRnsvHQdOf/wBVYupWPiKUy2FvAztOTu2MoUHrkknByO4x/StNobaG385rue9uE2z+ZZsCGRjgHb6gn5hnmoPNttKvZgk7CSOJt81yuwrkfxKMg7s9M1LbHCDS13MS3OtaTZfYX3PaqQzQwMpBPqzexrpLvx3dwaCBhWmKGOIhQwJ6FWU9RWGJ5LowfaP3E9yhhSSBdqeoLR/3QO4/pRruhPp+p21vYXX2xrtSW2hRsbPJHoPpjv7U4t3uVJLqc81nPBItrdwkvLHvTb2/+KHXgdM1Pa2N4JZ47e0YsCvkupwQTjoQefc0a7DdvqiWt4Wlmt0C5Jwu3Gcg/wBKu22qRJa2/NqFtnJVXJyvtkcHOK0bsS9rxOssfCl1fWa3upRx+agw3lbhPIvcZU4P4jNXLnR9Hlfy0MtpcovaQ7unG8dal8P6vK95HKm3aIvNQEZz257jFX7kW1550cqW8cnJ80/KQx9O9aRs1sckpzT8zzK707VINbhsJLuWKafpJG+Qye3p9K1dQtrPSRbXNxc3cwgzw7cl27hhj075rTvLCxWZZ5L27neLe0DBV2xBRz0OfQ8+lcxLPpOp2dyZZLgXEY3I0inLkHJXjjOOnpUXSNlFzsaGkeIYbyV8jAG91SRVkct2yWIwPoa3NE8W3fhyKQ3v2eaO4OBaSN5bhuoOOdoI9682sJ2trxprcOqnICjDcY6c16V4Q8JaP4ktxc3viC2jllfzltCnmSxYHDOfpnjoKNX1Hyco6bU9E1u7lvJbn+xL+KD5rO2XzI7hxn7vGVPTPGDyayhcz3So8BkjCOVYkBgw9MHofoa3dV0S1slmurPWrS/0y2VQuSFlL5xtC/nz0rB8iOJE1OaO1QAmIIjZBJ5HA6t79KpNLdnNJXd7Es6pJp7Wc6zW8DAq0vkl9vflv4QelaHleEtVNtaFZS0EY2XR2hVYfKA5UEFe/IB96xNS1J0TzhGE3BSpkw6Op6gqarWi3d2TKLWV4bmbzyLSJIHZQMYRh90e1TN66HZQdo6nUaP4Fa41gacZ9NQyuzRJHcBjtAyd8eFaRT9Rim3lqbK7vIzpmlwT+WIohNGFuMY27wjHA9iSKpDWtW0kxSx2l5dQR5VYtQCSYIOSqyIdwHuepqz4ptYPE9xYatZrNaTXcatJbXFyrRSAHH7p+gYY6Mcmsmmdal0OUuPC2u2E7Olhe24Q5Ms8QADA8jIJGPf+VOtrLU7F1k1Gf+zomHmAvlQ2c87FzuXtketEdlr0Nq0VtLdQSWzlXQZwy54I7Hg8444rop9OtbK9kWJysaQAj7WxaGScfM4GVwv0WrRm0YX9ox3MsEXnJO6srnygdqYHsoYk/l2Nb8htF0tre5uZLW7aNVSOQyCMsOQ5KkAH6j2rnLy5sIwr28LWd0zGTAlDcHsWGCR3HGRmtiziWS9j1e4tZLto08sWjSdSRjJIB3Y64AqheReis9Ou7a0MNy017MQ1yz+WihVHzZ5DMwPTn61h3WiQxySz6fcXbmPDuJ4li2tnptz8wxzxxWxf32mWljEINMghUMzSkyMXAb+IE9D7HFZsFs2pR26zTNe2nIgMQClD0IYkZBx600SyjJpkMD7f7QmtWPLpND1buV2n7vp9KK6LSpYobMxRNpEuyRldrmPc+7POSTRVE3OVZW+3MGI3LuUk8YHv6VLFfw6ROZ1tSVliEatvBK5PJP5dqbEftF9PFudlK4L9ASeufxont8QWayRBmMwiw/3WGe36VydbM0ka2opIbJ3spreAyvunYXC5Kn0HU570lvo1ylpLJAEfVNyYy+fLJO4Y2/KcYBz2zit/TPAgeUyX1rHIAd37xchAOgyeAK6u20y20wwR/wCj/P8ALEqkBAfQ4pqGhxOa2ic5caPqF/ZT3N7aRS3ihiTACDjA4BHpjIOKTRvB9zqVtBcyxXl7bgZKoAQSc5BPG45JHtXQxX/kSedBJvdzuQQq23HTv71cudW1lNIv5m+xW1rBG0iwlPnbHJy3QZ+lXGlEOdydmzJ1PT7eDSW0VdFgso7kAS/MnmOo/hLDJXkc96xdNg/s0C1lt1jMbbYIvMMvmH0UDk465OKybDV21aJ1hLwTPPlp9xLQIR8xHPPPHNdLa6zouheYbHTbie9ZAPtM8w3t6jpwD7VKu2EnpZs9F0S1ntrBp3hi85U3rCkueg4yT0NcLEfFNrFbQWuiW0+oTzFpJLmIGKAHkZ5wceuK19E1K2121D32p29nchmMdglwu0KOAzDqxyeh/KofE0lvpbW81xeB5SAqwRyDc79sDsf6GtW4tblu6tZFiLwE9y7ahrXijUUmZM3Mlk32dZG6lmc8jgjA6YApbjSPCmi6c8cE19MCwklk85ZDI3UO2fvE9fSuX0DUfG19fy2ktnBeLHFzFeAxvtI9SOR1HNXbjwR4p1qBpRDZWMynH2SWcncMDBVlGAO2BTXLJaIJt20PMtdh/suRpLLUJ7hJHxF5yjK+uTWZZ391EyiS4wXbefMHy7R0P510GqaP4g0O7Met6eYY2c7ZVcGMkf3SOCfbrWUlomq3C7rdwPLIVtpx+fTOfSsm1ezRClZe8dNpyTJqNt9llk+2S4eIRn5znjK/jxU/j+fX47SBZReWk8ULFo7sAyTRZHzB++DnK8VNZ2dxNpdndRypFcWd3Gju/wAoWBxgkkdAGB/76qfVLA+KLB9L0zUZb1oz5xiYl5AvQvFux5kXf5SCMd81EdJaoqkkttmeTQajfJG1vFdOkT8su/av/wBaoYFe4ulEh3Fs8sa6EeEtTuNSjsrXT5JJjJg5UhAOxOQCPoa6Wx+EWq/b3bUJI47WJgB9n+cy9fu+n410XsjRuK2POomlinHl43h8ZJ/Sn3byy3ZLGONk+UKmQBjsK6628JRXdzqUVpPDcTQzlEV3KEr6lgce2MHpRZeEdUvdRe2u4IrRYBv85zuyOg2kfeP+FTzrcpySW4uk61bT+GobbW7eKWztHMayMMse4Ud+5rMt5ku9SlkskKAxFXA/1ZGOM54xwBj1NdxfeCbeHQCy3tpdRRNuABKyg9Ccd8988YrkHtrewiu40uIXVUbdDBJuCvjrkcHHbFRddDNNM2vCsAuI7mGJC0XHlhRhH+b5iPWug1PS/EGs2l/Ho9kZLdYkSIRyhXJB5AHaue+GkT/2ls3HyyNzZHAO3IH4nrXSRPaSrDdarq9xZRRSSNELVjmYbudx9B6VbslqaydomLaahrv2KXw1oGjzWl1tDXTeWTNJjkvzjAyBz+Vc7e+L/F9nq0a3WpTme3O9FfaRkenHPpXu1rd3VxOt9aI6vKgWOS7UPJsHQjHOD15rm9b8E293bTC9mN1M7O6SbQWjJOScDsPSkmuhzqSjucjpXiOPxJqL3t5bokgRTnJ4/gOGPRjx7HNVrC1jsNTup9OUtZMP9ItpB+5lUdRj++O36Ul9oekeFrKaGPW7hprxPKmtfLQkx55f/YAPPNbOh/YLjRohbzSHyRtRsDJGep6VNtbg3Je9EoPp+g3kEklyJvstvGXaEk+avOV5HLrz1/PpXMpqdpHfq8En/LVflIOQM9vWrms3V02oy6rp0vlJB8sbWjblYDjD+h69eKpRajY6hDHLCgttQeQgxhtqZI5ZCeAD3B79KbiW43V2aK6nbQytHfmSOXcwJZTtZc/KPyxTrG8WW5mNuwW2jACIigDJ5/DnH51Vk86fUZomiZmX76ZAWMjA59etTrqcg8Qm0VI0idMDeAoLDJyPr0qUtDL0CfUY5HY3M8kzou2EYIERI5AUfeb3NVp/FsjWwghjJiwFZ5iGdm68Belaa6baG4LzJ+8dy+4dFY9sfnVeDRdOtYnWAHzw5Ik34bPUD0x2qlT7jp4mEdFuZdr4jnilb7Gi293IcCY8FPwq3ZeddXu2ab7+DIynrk9c/Wq8eirceIXNzE8MSR7pGiYlS/cK1OP9mm4xaahJA5k2YaQsrAdc9DVcli6lTn0N+2hQPNHep5xZfLeQ/dcDocDuPWqT+HrO3muSIZLiR+8nyAE9CD3+taGnxW81ogluSxU43K/B+vrVu2RxJcfaY4hFKAoPm42+5z0zx09a10SOdOpsihpV1e6U2yOztXidt0kbRdffcOTV+80xLlI725+zXKKPmikGwegGf61TNiTd2sELzNAzEtKpyAB2B/p3rdniga6hhxK9qjCRg6FSyg529COcdulOKjJeRKdRTvJk2pafq0FnAs2jWtvEF/dzJ+8CHHAJ6ivM/wDhIJhezGGAQTOuyREX5Swzkj3xjn2r2vXvE8N/pUtnLZi3WXG1zIflIGeSBx061jeEfhzYXLwX2oWJliCmTc+VMxI4OB2Oc81m6SvZHSp3erPOLGGx8QRSafNqJtimGiaVdxZs9M/n1rag+H0M8rodXtxu2gbwMoeORj2HevU9X8MeD5Y/sdzYWlkWH7owfuZAR3BHf6mvJPEOlXOk669omqTXMUSLLbynOVBPLMB1Pvim1yIp819Duo/BuhaVHLc6dfzrciP/AFs12ApHuOmK4l4I76eGS7v2W0jzuiWbdvbPXjtVyw0x/EDCWPV4k8hT5oun2Kzc8pgZPoRT7fwpqU9y7mKGzhj/ANbNdfu1B7bRjJGPoOazdSVvdRDWu5Dp/hK0vL6G6W+uotJiLFrlwA6dsbjwwz+NV7nRpbO6vBaX8NxaxbVLi1Kh8jqNw+9jjjrUltrtxpKGO2NtMiHakzRmRE90PT9K7O8vjq/h2GGwjxI/+skZsF+2455DZ5wPerVpLXcXO4bnk1lpsAY/ZjczOTuZI12sMcYwfzrofD7rodzcxfY2ihuItvzMVJOeQzfj0/nWzr1osF2NTFlFYgRrAYI/uvgffJPesW8u7ZoWMieag5OCevpVKHcU699Ebq63o+h2oNhbxmedgLgzfvQY+6jPABrkoLaeOaW/sLklvutEYiUbJOEPPAPPzexq3ZNo9zpghljdLs5wS3mRNg5xtPI4468da3NO0/TxHFb21i9wbhR5io37tWB4G9jkDv17Upao0ox7nKJfXGlSGb+zGzIuGhzuiIAHy47EHvWlBD/amnPL8ulMmH3tuZVYL/Co5y3FV73UYrG4kW5WUQTgqCqKeOhG/HA46Cop7i1fTfM066mMqoGIEPCLnGUOck8c59amx0tW2L2nXl7DDBFeQSbrrKnKAoBn7wB4Wt68kSWxhsNPsHhtbiR2vQXSXc6gcxpwOeDjviuKmuZI9Khu3EN1buDAUmkJIcd2GcE4NW4Nb1TRX06WOyjLMALczNkMucbVHUc+vrRYIto61h4g0rT4ZZdMm1PTfO2/apQY0VTkcK2CD6noOnSm2Go6m1jc30NlZX9vKrp9lvpi7RA5wFAODnHGB2qBLyT4iXs8GrXUGn67b8WMZLCCUDqGyfmYHvWPq3g2TRRG12txb3WEURQRHMrfe3qwJ4GecDAx1osVzakmn6XDZ6V/blnp8MtngpI8nzBJM4IEZ59Bn0p9pqFprdhFaSxCJI1CI9tAVWNwScAA5B/HFdHpEh1iGfStPimguLoYkmgP3W4wy5GGJAyenelvNL1TwfcPbx3VrfQT3CgQBU81wV+YbByD3yAelNoSauUYIYJof7NjaVoJoizGdxwyDIYqOSD2PUdKrv4dktdHt9atZIVmaQKy+b5XnAnA3Kcjg45pdUspF1eF7TTpopbho1h2IpnfIyZN2eeAODj3rMhsHa/mnaC5ma3jY3e04idc4JyTjOOtNKwnY0GkbUG837ZY2ki/JLFcxxiQMPXHB6jkUVR03RtL1C0NxceWjs5x5/zEjtg7hx26dqKnmDQxorVU1HT2RyyzqxZARhSffvzxTryIyWMLjaIobsllx0O4AD+tPt5rRbvz57V5JS7OoB2rGP7+R2H9Kh1MeRpVxbYVmnnFws6jgjp+R6n1xWC1YSZ3Wn6zput3Wy6vjdRQrv2SsVh44JPPzAflVfUvH+nWRe2tZIJV3dLZCBx75H6GvN7u1lCtEAWQQZ+7jlTnOD1HXpV/RNPtPssU8iq80p3DeQAK0SSW5yzioq52trrdvf20loTeOdu9W3bxEcnGCSeeelc3qWs3+rCHT57qVUECyXHmjBkbd3x7VbtZEl+0RQ3MIlhUkxc/M2Pu8fiarLZ34sVk1S1eNpySFmjIyoOMjPUfSmrPQz5pQi5NGh4d023gm+038j2elyk+ddKpYHGcKnPJzXN6n4i8zUnt7d3itC+0SrzIVzwfy7V2PhrwFfa3M5u3msLRVykjx5LgnooJAH1rotU8EeBPDumj+1UlfywSGnuMM7Y+6gHUn8aag+uxVOz1aOT8I+Fbq/ivLx9U+y2hiO14k3byOhOeQO+euc1F4Z02y1bXUOuXM1xYQJJJLKW2hQP9r0Jz2rqdGvILFLK5tLxBp4ACxhg4UZ+4SeuP5itjV/Ej2ttcQaPJbWq3GS0rQbdrHnIUDn8TVKCa1H7Szu9C7Z+H4vDutQ2+lXERs5kZpZricvICT8qhRxjrg/1rotf1K3s3s7FdZk0+7dHuUl8tW/dooLcHg54A6149Nql3axyvpuobtRkbLXE8IZcYwCgGdh688155qOo6ydW+26ndzXF2DjzJZN5I/wAP0oWnQuE1L4WdZ4xvI73Un1Rr691KFGBkWURw9f8AYQY5/CjS76afT/MsIJGQBhGJgME+g5+vSuNvL57mZ7uJTDuULKA3DNjtXS6P4hsTbWtsym3mi2oAOUc59e34+tZyj1InCTirq5vaNq08iLcBoWUq0M1swzG/IypBOfQ1v2FlYTvYXtrbtYtpr/uzHNkFwScK3UL2K15tqdveQaVeXRieNJLpbiGUKQrBgykA+xArqtP8TandaTaahd2sN5ZTE2srMoVopzkhlYEfeH97uD7VlOLtzIqNNxW9juW8T6bo91DZwmCS/nfZFbqcZZjnn0XJzzWrr9nFpWnXb3rzPaSIfPdJm3Z9Fzj8MV5LceGodEl/tUfbYpVUl/t1uxt3YjAAlUYwc/xAYyOaxNV1vU57JbHU5ZxbwgtBDvLIjdiDknj3Jq1FtI0VNcqdxm3VrN01HRRKtvLlFKAMWweNy9iO+a7S01gzJBFLPbWt5Co+0S3OWVwc8L7/AE9K5XS7abU7aKVomuJzIYy0W1ZUOOHPQEYz15rE1CyvLbUFsmRnQHaEA5IHUHrk45xQ1zaA4pnsd2RHoU10YkmsJbYyS/Zl5aM/eIPTI5/KuU1i2+G9/pQ/szXrmyvEjOI57dmic98gAEN78j2rkb22l0wW2jW11JDd3C/6YDMUjBY5WM544GCT6kjtWObKWG/aGUZaNirFDuBPse496dOny9RxionW+Ftb/siVViVDhl69W259cDuTVPxZNcS6pavARH5qmRArAqdxzkfWpdK0qR3huPIuGiVzv2AnYhbaM+1ReNbKKx1q0tMqvlxKCFOB1PQ+4xWrWpb2L/hjVooJ2fxPf3SQQlPIhQE+Yw7cdunUiu3bx5o2oamLeKEJHFGT+/zHK7n0xwBjtkk1x99qOkz+HFt9GhvDOWRpUuFVmWRemCPvDnPtVC2uY5oHbxHok0sPCi9jUpIhOAPrjrWaWpg1pqtT06y8SeHI5mnghtFcgxyOijd9MkemKyPEg0W50yXUtIvYbQXJEcpwQjZ4PbGa8wa6itDFDG86B3DTyuAVK9tqY64GSc9a9BtdT8P3mltHeW6y2qxtGm/OYfcKDgsT+pptsI0dTE0zwvbypH/Z+tW8l6kofyduMr/dyeSevHIpmpaZa2tmunSWsPmRyNLcyxcLk8DbnkAd+2aNO8Jyw3AvHm8uSRXEbysAyZX5TwSQ49Dj2Nblj4aY2qtqc1ozquwMu7PIwQSTknoc+1F77Grajozm5tYhNvb2/kwTSW6rAbxJWEkkWflRh0JGevoKg8S31rq2oC9heKKbasTAttYbRjIHYnHrW/B4WS1uFKL9pmjODKkJRsfnz1x7Vdl02yihMDadDtUbWj2A49qSs5GM6sI6nKaTfajd2k4hSaWaHBkZ4xtROnX6ZraHmuokMckoUDDqvbt1pD5ibjaqsccfSFQVx+VL9ql+0eTO3ly4V3DMflGcDrWkW1c5Z2qapE9tdqjLb3tkqymQqshmUZUkY757+lR6jp2naNr121/aSRXKOpjVIjz6k7hhcjtWhJsu7RbJlt5drhoVLhNrAk/f/hrclurKLTBdeI4Q8EeEuId29FJ+4eOvpx6VLd3qy6UY/ZWpyFlrlnMxzZuZtx+ZkBx6Y+nFVbyU3EIja5V45DuIfKtnPrjGPao0fSraeRNPQLCXP3WLDGegJ5q2+kRKv2uMEq+AkbnLgn6dgc9TWbdnoy5e7Kz0K8Ec6zStEjy4wSIpRgfgDW7a6tcSWhRpDAd2ChOGOOufWsiSWOzZoIIg5lCrMTGcgj+IMRnPbjjFa9pdGSDyPKEqudpTGa6KfMtzGTTehft7XU9UZFtGEkYI8x5QVVAfU9CcfjXbsusaVHBb215blmXaoaBigA6fPk4/EV5ul7qGlSNZXEd1a2jkCNixxkema1rDX7qG3WBpnli6/NyG59RWialqOLjE1o9e1qTVZdPvrSU9D5hG2F89wTwcVcvII7pk3WtrOA3LMASF+uKydX8RSXWlPL9rSCJHAXTkQ/MM9WY9T34wB71mrrhMGxm4x2oTXUqUvmXrmTSU1FZLO5tbW/gygdm2GMn+6CcA1kaxfrfudK1DUL8wJzvgfK3GeT5gPUc9vypl5Z2eqorzyLFeFDLHKWBBxwoI9c/0rOt9FvDOlpdXE99awoJ5Lq1hLxwFuoJXkn8q56k+xvTpTtzMrSabNYwxWcV5HJpv+ugJUhxkfgM5yKRbnVbW5gtobdwAo2zDovOct+daWo+J/DGj28cNho93qFwqeWZrwiKNhnuq5Y1lym68SXsN/Yo4uzFtltJHRIwRxlMY2hc555rNJ3ubJU3vudRHeyXN6LXUL1dQmEe5CWXKknjG0YUADjOaZq3hyW5tZZJpp7aJZlh8nais7YzuPJyPUjA6Vh6Jol/bX8kFyj6ZqMePIlCsBluG+foB0Oc9xWrBdvdvFaWr3ZvreQid5sS7zzllbofoPrWt3sRUhBK8UU4vBN5qOnQSaJI8ibmiYyyogeUAk7OQxHHoehqraWWr2awteW91bwSBQ8oUAgnvgn5u/PSrVnNPCVNtdFZo23Bg5XB9vT8K9Cs73RodAuvss1paRIUDyXoYrNIy/P8Ad5HPfBHpVONkRRlGo7PdHmF5oN1PcrLK8cgeAyW0EpEcsmGIV3jGVBPuQCcetZosbj7G1vqtv5SwMA0gzvRT03Ivb6ivQ7nSdPv3Ml+9xoVsxO0zyyugdRg7N33k7gZ/CsW4nttP1N7iyZ4LhIj9svLqVZVmhGPn2KBuJ4xkcepNQmdcovc5eOW30+yuMI89jcvtETLgtgfKWB7Z6MBkVY0W+aaLzBDcO8GEhaaA3EMSjqGU8Yx3GMZqIaxcale77dIUkLFUaP5if9nb34/ritfSNDtdZjikFy/2qNWk8l5lUMyn+8vRSDgcA1V0Sm7ii00e7WaaCWSC5hOWtzOYuG7Rkg98fKe1ZeoWl1Yaja2jaxFfX048t453MiJz8q9wPzrqjdwNb2tvJc3em3jMwa1LqtvO4P3Q7DOcYGc85q3r1pbSS/ZzKLG6lHmrHHN9qWMKuVDAjnnI4Jxmptrc06HHJr0+mxWN1AbO0u0cmCKHKj0IYHGwnnlTj6VvXfiG+l8Oh5bW2XbKojjlAdxITnO9SCQOvOSfpVrT/AlybS6WfU7GxEw8t1nAmE+fmyoGHjGfesvxLoGoaS1lpUBX+zoog4lSPHnSnqQTngcZPGBRo2LUrRNc3OoyC41G5tbyTPlS28SqvbJJ42j1x1qxqKXMlrA9zIs0scyieWABYTuPG4cgDnr2IFZuoWd6miq0wuADkKhAbYo++Q4ODg9BxVix00C/+ywak9zFqcRgMUlu2YpANwLdQORjPvTJZUOjXN1c3T6ZfSS2izMqSPOvzEdSCBgjOeaKZeaZPpl5LazWOibkY8ykqT+b9KKsCsGeJJHCgtJbyIrORhfcA9eB7VcubSa9t7a18xI2a3DO+M7iOR+Pt6Unmmy02bO1LiRDGikD+I45o1aAyXCQfKqIi7Xxtf5ucfTr+Vczuc1OXuamfZ6VayAz/wBoNFdL+7lgWLd/49VqC1jtbeJI1JlQhlkkUEBvpVO1023t26vK277zNt/Ouu8P2QurnfKi+SOPm71ryOWhzTxDvaLMfTrWzXxJDczTXZBlSWZ4IyXHc4A45xjB7VZ8RaZ4h+Inje6kt5IWtYyEjkEv7mBOy5H8XqBzW54luF0/yLKwihgRwXcwr87Hpyf6VmaV4t1PQoPs+m/YwGfe0kse4qO+B6k96UYSjLXY0jiL2Uj0Hwt4S1DR40jv/Fd7c7AMQqq7R7c5Y0vj3Q7TxBpUcMV/ElxaPvVpAMoDwQT647VxV3488R3mf38NuD18mIIT755pmnWN/qEEcM8zx2zNuklkyMn1LHrWtr9AdZfZKdlb/ZbiDR7O1RZWbakitnzW5OWPY8dKrS6nBdgFJFZFHO0k4I6g11E+laTp+tWY03xCJL0TIBCYt21jwBuHA/GvHJLp7e8nAUhhK+VzwTk0ttiPZe01kdbclDbvJ5xiIHB/kKxruxutTshcJayJJGcur8fL2OT1H+FaHhy8t2tHuNRcSIkg8uJpNoB/vmpNU1KS5LtbMht4myY41JUju26snJ3saU4+z0Oc+yP5Zi8tpI4uMp/ET/EPWll0qa2k3TIRH8ucDJ56ZHrVttbjYiO3tXdwcDngD2ApbiaW92RvaXUYL5yyMQCTwen0p80uqOim2372hq6YLbVE+xrdBnli+zxm5YhoGzkZH8SHGP8AZzVe+ttd0mG50q4kjjtbaZUmMYyqsfmRv0wGroR4I1TQoptamZ4ra0AaXzAscylh1CkknOeD3wav32v6TqVn9qvNRht2k082d/bFd0r4bdG0Q6Mc+/TNLS5sl3O/1fxI2sfC6e3aQNcT2YimkYhI1JAyTnuegA6mvH7PQbKyEuoalrC2tq+Y4LflpJMDGTgEAfnWjo+u/ZtMhtb+W2urWZF3oq+YwHHyv2BOc+oxV3xLcSvqRu44IBDFbqkCrhQ2BzwBgc/yrL2kkuVkVI21RzUEdsNSWCK3SWO4I8uQsUD+nI46jHI5rbs7TSZ7uS5jnvrfWHkxFDPICrSKMbskY2hu+e2K5ez1We8lkluJmSFmAYI4VgOwHHXPSku4ll1phDdmGKVRIiXO44XqRkfjmtLN3BW5VqdFqOsaj/ZM+jXNhE9vcybprifbK8Z4+YMBnJx1B71zejafMV3vseJH2gbuhIzyB3wBxTra/gtLwF1kUONj5XIf/b9PQkD1rqvCkQtw19c3LFvmaBY15YYwrYxjGRT1iaaLU6jR/D95a+Hrya4tZ7eRkQwb8Lkk/eI9uvPNdTpsXhPXdMvYbuDT7i5jDwzBwpnUIMbuRkdM5FZ9uupL4NjnuJyZ9RugrmQbii8Ej8MHFeSyeH9ek8Rapqwt51gt3laS4cbQAcgAHv17VV9bmbSaSZi6rrSx6pJ/ZmyOziBgt1VB/qx0LHux6k1vaEPt2lRxvdyTQOAHt5/mGd2TtP1FQ6Z4Gv8AVbe38sQQwYyZJBltxP8Ad713GhfCO9tTcxf23F5ZCtC6REndzkFT0FKUHNabmM5JaJlEWuh21i8cvhm0ub6RdoLOQo9CQDUWmeGNKvliikiksmyT/o7A+X/31nJrMGkeKPD+tta3mnvcs5PlTJypxyCD0x6g81qWl9JbXG7Un+y3UchaSAkKpGMg5POMk1CjKHUynObehFL4Lhs9YE9xqxisnk2JMjbpAMZ5GOWP5CodTubHTEdLLV725uYCMSXKKfs6noQB97Pcn2rTfxXbXEc9vZTi9vpRjyoUL7VxywA6kCuftdMimjW5g1LT7K6jdRNHMB87c4J7An8RTb6G0W2uaR1a6/8AZLONjEv9lLHh7l2MkskmOuD/ACrIu9TmutWk8qWwmjwFKkNHGik5yWP8XJ4FRS2CiV4Llp5lUFhFJIFSPPcY4PTrV9Jlit5pPLDWtrH5rkAOc9uOhH61N7mScb2tcpXl4XPl28MUlvKSQyDaBzx82fm/nUXyyOJbmTfIqlRuOSoPb1NQ2MsRnl+z3LNDK2X8yJSzH0z2A7DrWjd6np7wDTp1SZ1A2TuRGVx3+vatFK2+5lUi7+5sZM4RXiaOCMoyLtVnIYt0OMitPTY5Zra+i1Y+Xb6kPKj8ttzRkDhs9OMc1nCSCdZYWtUuNzBUEjFBHnvnrVLUNHljubO5ttQfYH2tHLk7SO4HQg+nvVahSTUrsrQ6NLpt/mWW3CowjMwJIMhBCrkdM4+taVlpGoaek0DXa3ChzhecnHfJqzqUQ1doIop/KSKRZimw/vGAxnjjkcc9MGrumQy3jFIY5GTdsdgeM+mT3ppJayLrVLuyMUwXXn28l9FIIScrCJcFz68Z4/wq+NElvrhUjlVIpWUmRrpv3PuFwDS3OrWmmz7xJKZi+wrMufLC9gfTOc1m3niq1Epkt1dZM9ulC5W7kRco6LYtnQRNHL9k1p7+RHKhpM4HsDnOenamG2v7CJn2hkX7205P5VgvrEgnmvlVlEkuSAcHOBk10lg+reIL6SXTtpsoQreUx4C4ySx796cWoqyFKEnqywmmXF9ZwtNNBbpPho43nCO6jqV9PxqofDd3HqUdmXkglkb5fLO4Ont6jvUN2xsLtGFqFMi+ZHmTquckAnpjPSrtn4mtLW7huJJIZZLZj5fVsZ64/A0pq6unqVTbg12L/ifwxp/h3w7bTJdT7pWcKLi4HI7lUHY4rirDVZIZpTuLSoMZVm2kHjkDg8VZ19hrjtf3WsSP85SISx/LGuCQAB0XPFV4tLiS0h+yzTRyXAWXybggIy4POe4zn3rNK61PQlLnjaOxUuJDczR+a6gsQgLHCjJruvDGl6bDKkl1O8syoRmHOVLEc9s9MVxGo2MEtyzRTZdwQsIOSSOoyB+mOldLoWlX4smgBlhvmGY4s7WKqedxbuc8Z9KG+WzOeVOysjQ8V3EN3PFZWpWcwsfKE5IRGPGwc/r06dKhF1dSQ/25pM0X2+ICO9hbCm3kxjcFP3hx24FWbj4eeKLxjPNYGWAKNjRupZuMnqcdT+lR2Ph++0OWYSiaJ5kKbnj+aF8cZB6g9D9app7ipzs7My7eW7um8+6kiDSniSOHYv5fnXRafqs2kaRdJZaq5upkBW2C4TcMfNn+E4/wrEuYLw3KnT0vImljB2pESDx1AAIxx1NVZHkZJFhnihvIojIQ8gRnx1G0jk+gHOa0VnE5mpRrOSOzi8Q6nq00L6nYQFZJY0byJQY1wcmRTyy+3bPSrerfDqyvpZ9P06/jlLI9xPtYNJIv8BzkdDnHY9TzXAafFr17pDamsqraBxCWGCyvjIBXqBgHJGcV0v8Awi0viTQo9Tt/EEZvVHk3UUMxMcny4UrtwcjgEd6zvHoelTnOSfOjnbTSZdBtBb3kDq8jefDNEu/eo6g7e49Ks6LbWU9j9mlto5lWRpZjBCzyOoJ+dCMYHb1pEOsW/h1UnuUaGUPHbwSxhVUJ9/nOVfHQHGapwR3Ghy2D2a3JuLnE0duVMJ29cHnDBsZ4ORzmn6lN9C/KljPZSLaB/JDK3n6jAfJCg4AI+8mDxuHBBwa0I7i80URu0ttc2csTMTYyeYoBADFUOSQOMgEcdqxItbtdQ1aS8vbMRxeYS0cEOXVT2HPTPHPqfWuj03TZ/s9lqWm2qs84YSC1iwxAJwrEdGxjJAxmgEWNF8O2QjuLltO88SBLgeRe72twDneo6kMMH1B4qxquqwSXM2sXt+17p0tsbaN72QBkcNyoVB1xzzit+w/tOxtI5LeBoZLmJpXtn2pKgOMA7R6Z9OfpUd5pFjPZ/ZrkgQRwtujt02yCM4JSX2zz2JPOaVizm9W0nRLaTY8E1lbfZhIlyikJv+8EBGQ6t1OelWdDW4utct4mtXgjjdLma5lIjdYx8x5TKkAL+oBrotGWwuLP7FNy7RNAltGGDJEO+88JgckntWHes+rSXVl4eMVroUMmbu5lDf6VKBhiQOQh46cE84oE30OHvde1C41C6kELsGmcgrGrAgsTkbjn+VFTxabA29rS+vIYy2Snl8BsDOCOoz3ooFys567j3X6ShJGE7xyqQ27aD1H4Gr19etd3bSO/KqEGOuB2/wD102YW8aIxRgYWDgKeFAGMflioZbYXREqDzAxO45wevpUpNnm1ZxcbIsQrvKEsqqeMscCtpNb0vTovLBS5mA+5GuefrnFczqPh/VTZ/bUtpGiX5do5ZR64FYeXgSOVgQrE7ePvVabsZwoxetzq7zUXurgtJ8skjYUY259hUf2Vra5kkkZmVsBBkZ/TjFUrdzOEWUBsDg470q3gtbsWwQoinlugo1C0XotzotOEZukedN6g525wK3NW8S6ithJa2iWV0gTDW5OTg98Vyq3qKCrRq6sMBunP1HWqhQNjyFVc8FVQJ9OnWq5ugo+7qHh/ULfR/E0V7M7QkSB/s5ibBYH5ehx17Vk3Gj3NzLPcwpHcMZnDxQuBIOTzs64/Ol1GW3eZYWdnnjb5QnXdnpS61HDc64jwzRwSSMqyu5IAb+/x29celQt7o7oNuOqH6ZptvLf2VhfSvaLNPhmnBjKrgdc9vetbWp4dPvfsGiTJNDlWlMZDDHZR6gdyOtQyeIZLCw+zRa5PfLHu2+bEGjc8Abd/I+uKyV12KXZHPptr5CDGFTDj1wwqdWNwTOi0Sa7tb6eey09biKZVEkhwgVh/dJ7+tdetzKFBeGRmbgoNpP5np9a49NZYWqpG80qFdsD+aAsbdQrZ5Uj0yAe1dJbT2KvAs1xAksm3bEX6s3BC1lNO5lUg7pmpd2zeJba2j1S8/fw24gUqgaNTk4cjjcwBwD06nFcnd+Bk+1GxvL+KR/LJivID8u7d91lJ447D6962bbTNUsLu6mv7yzazz5csc8gU26HIJG0EZPbvXKa4+p+HrzTGub3zYZYwQqBtpjDkcZGAMehzmqi5M6KcXe89iXxDoFro1tFFamVLmFcEED94Dzub8cj8qjt9a26PbxahHIUkZkjkUcgj73H0xV0afG0d01zPcyphfs5zuG0gHJJ5x7Vr6NfeDYIWWbSZDqMbb0E9yfLZm4JXkKp47j8acuV7m86d4mVbarY2um3ElkYWBUjyVQbyR/s9vrWdrjreW9nqLQRNcxqYZ0jbCuzZYMPqM8etaWqGwvNXNxDp8umTBCMLgMPQ8Dv61n3cASzeG5QeXJ+8DwIoDbPv7l4ycHORjp0ppq+hxUrKTTONjluIhtGRG3RW5HTqM/Wva/BNhdXdjDavEIpnAi+5g5AOcnsAPfOTXKy6bfXFpp2noYrqzklQ2zsQZos8qrLwRnHBGcj8a7vwxqgMYmgmgm/00PLHG33AGHGAOOBnBNVzXZ1qKitzpPFN3Z+HNF0yG88wW8LKkgG0M5PAYc4ryrWvE2ra9f3GnSyx2lhFOsaxluBj+JyeSTx7V3vxL1FRr9tZsitHAA5yAeT06g/5Nee6nDP4q8RRSW8bLYxxLHdXMbKvmYPOC33iBxnBpON2zmdWKqO53+i2sdpYgoVmXHL7xg1b8PLrNxqE000pgjiYhFKYBJPG71rjtX0HS7fTVj0FJGuEkV2NxOzeYgIJA9zgVqzfE7SF0+UTfaLLUVU5t2g4ZvT0wfzFXFnPZSd0zp9ZXXgTK0en30K58xFcxSAd89jXnvjv7Nd6VaW5twlxNOG2pIse1QuAp3d+mO1SaJ8UNX1JWtvsVhwMJKylnA9l/wAa5y68Pa7Lq8VybxbnUrpiqhVLvGueDjBA78ZGMVMpx5rFqPLK7JvD7T2muiKayuUaGMvbwyyxxjkY5cDkfQjNWBqGl6jIUvUjGoqw8yKdRgMucDPQj6Grer+GINPsTFcx3l/dSbRJKTiTHUFR6D0rm7qC3dpCJvsiwDGwW25pD6HByM+9RfUcqjkKuoiOJNDkuoI7dpQJXnUq6hjklWHbHY1W1ZnkjZYbqC2glkLKqTF8pnK52g5I44q9qGj6TcRR3NnLHDdSKGNtdOwjJ9M+vtmm2L3Mdu1kbkQzx5BhMaRryPXcvH51VkaU4poSOHUBdQz3txHHgiXdGvzOQAfuY54/vYrWlmlu4Zp/sMNz9oBPzRAHnjPHQ4A6Vk2OmW0FzCmpm7sob7Gy4zvRGx0bGdwyc9K04LHw9pto9neeJzdRhspFBHLuC45AXAHXp1q9EOpTcrWZlX9xKmoeRp8MCQPGpIklDkHHJHOcg9AKdqtns06MJcslw7Ay3EzE4HYHH3R9PxqURaKLOC6trye1a3U24a5tVG8/eAJBBzzjJFV7maxIMN1dEwbf3jwxlm2kfwg47/yoUlYzdOXN7q0JdLilk064s7i1Ju4irrKZiqlc8HI4wfY8mr02tT2UbWqThbQPhSv7vBOMnjoc1R8Hvb2s06s/mLPuisvPUbJDwGJGeAFJ/PjpVjWH0x2ifTrWaIR/8spSdqSdCAMnK+me2Kzb11FVSXQrwy2F9eywakxtQFO6ZRldw65Hbr1FY11od7aTu3lM8Q+ZJFUlGX1zV57+4lgeN5vkkB3hVHIPGPatjR9ble1hhXlYBtyF4IHFXExc7LQ4qBUmuUBl2juMZBP0rotF1xNNs57dIpFPIZfNIDJnp6Aj6c5qGHw1eX/iWQLNBbI5aRZrhwqDPIBxyMnpVWfT7vT7i+tb2MJcJGSynlfvjGD3B9actza6aNi81ayvmjFxBNLarKH2eYFkXscEDgD9an8QafCb4y2N2J7aYYjBZS8QxwnHX+dc5ZLcSR+dBu/d5EmOijpzW3b2NpdJFDOkcUduCWMaHzA55DMw9cAUluOHK002VINOja0c3byQxupUIi7mY9tvYfjUHlpZaBAuowSTSJLugCzbdit/AQOck88HiugudO8RSXkFlYTz3azRjy/IZcAkchs9B15qlrnhPWNGtlm1O0BiDqERLjfljnsOPSi+tjWlTSjuWfAj6hH4rM8cFtPeT2wcPIciNCcZ4I54GfrXqt/4RnvgNRl1uZbzysIRChiQ5B+VCCevHJPFeXeG1HhrUfNlZ3mnVSWaPCbc5BA/SvTLzxYDb2ghVnE8mx2yAE46+/NaRcXozObcXqjJbxx4u8MjyL/w7FegHEdzE5iR17E4OAfbiudvfHfiTxZJJbWuhWvmRMpkjjy2E/2nJwQfzra1fXp2vINItJYorlgZGMrAJEnqxPX2Uc1Pq2jT2mnvc6TeLdXFyVa4VoxyFH3lwQAcdCc0NJkqei0KEV3rdpZW1vLqmo3FiLmOKKODbA1uDwQZTzt3HavUd+1cT4stbfR/ERt7a435bDTTHL28m75wT1LD+9jmtrUNRvL3wtbaTEXEMCSPeuCBJIu/KgHpnJ9/anaf4NOuaKPEuvreR2SoVmkQkzyuvAZFKdDwuc9Rnms0rHWrNG8YT9jtdN8P+EruSOVme7luZysUmVxuhkJzk9c/UVROteH/AA7FNbDw3dSXWpeWkltNMVeIjkZZTyrcEYx3qbw9rOi27hdKudRsZ0WQR2iyO0rpgYwWypYMPuKM9cA1h654o2TSPcaYsl3EyoYry2T91xwSwUYznJ6Z4qTS1lcWPRbnUtTurtNOlVYiJby1SErhSOiBifMx1zk8U+XRtasIltoILK/tjH5ttJK5jePdz8qk/L6YrRt9Yvby0sRMl3CLZ1E723LbgvyuXxtYkHAI5wMHNW7C4e+kFha3FpLcx5Obu4ZU3g8q67BgkdwaqLJabOAi1GDT55bO+0UQXqN85a4KE5+uR+Ndv4c16AadcXEmjyCKNsQS20hyC3BGFPyZGORkZ5Ncr4o1CfxBqsVjcxLHJalwbcRszlyQPvD7/HQnjj3rPsLbULR5xFDfKlt/rSFwIVbIBcdV5xznHFUZp2Z6PrsQumhMTXMtzcW4unK3AcEN8oG8/K2Dxgdc1PoGo67ZWksc2giySQDMjymJ5OMdCDux6ZHpxXIWkjPFNdy3DPdxMBtkclGPaQf3WPGSeM4NaR8aateWBGoSE6lEQwLMWUDuQgG0A8Z7HrzSa6mnPc6fXBE+moLXUJLexniQXItrcB2dfuxMMkovGcDOe9ULZVu3SSDxYbKJLhnnUxGFbd+CTt7g/dwTj0qtB4nnutGaK6u7Vpmk86RpYWhVgDgKGA+X2P5VLqWvT6bYx2ltbvJ9qj8tmebzUcDkASk7eclSCQRigehq3vhzVdYunvp9X0O9EpJilE5hAjz8oCqQMe9Fcs2o+EDtZ7qO5kYAubiLY6HpsIUEcexwetFF2F0cVNPJJcbCw2KeVIzxWpYKd4wm3y+fqtY9tEfLSY/8tSeo963bHEeHQcjqpqY7nj1lyrlOltpJ441Af5D37Vl+IPDyXFyNQitRJMyfOEOGk9xnvV6G7hLKAMqB09TUwuTlpGA2jJ3MeABWzs0Zwk4nES6ff6faPezabfx2aMMzvBhVPYc8VJFFFr9pP/Y6q94kWXgmb5jzyY89u+OoqlrF9ealdSf2nrGLZWO2AyM2B2GwdKn0fw1a6nZT3tlqzG4tyA0JQRHBB5BY4x7VnY740luiW0017JTPe3CGBRloUck/RW/yKy44L7VIWls7lZJI2Lm0Bw6qOhAPB98VffUoL5p7W9C212vAkRv3cpAxggcAn1FQ6ZpkulatdR3Nks7W0TNcJuBWNCPvZzz1HTmpSa1ZcKeuqHPrcrvAus6dGl7DhoLrYYpAOwcKPnX3xn3NSanYadPqjSN9pLyxLKiB1CzrjlkbHA9FPI6VN4c8EeJvG91Pc2FpLLbRZTz5Zdi+yhj1x6Cr9l4b1201pPBF9YL9pnIcB1DFcfNvhftxwe341TXUu6WhyOqW8aWNncxRqsM5cRoGJZdpxz9ST+VUIUiYkyK6rj5cNwT7mu6+Jvhe38KeK4LKwVvst1bpKEc72RiSpX1xkEj61z9z4fkV0DRvGzDe5IwFWjmsCXMUbWZYG8pA8olGJIWHDD6/1rblv1YYumQTrIhVpAzFosbQu7+IY7nB9D2rnki3XDxI48vO0vt7VtLHPLfNGIHZFKFW2HDbRyoPr0pSt1LTS3NLUb5pLBY9BlnVLIyO0HmbiqtgEqc5deB24yM1ia1PPOyQzsyoi+aIi3+qZgCxUduRyO2K7ODwZrl0stxqU9tYXURjkt5IHBaJh/CVX25z2IqK5168kt5L2Cw0+a68sR3CTWwV2U5+df8AZY5z71MWlsK6ndJnMLrl9Dp9rNDOxeMGCVGOUYD7pI/Oqsc8mo3kpl8iBCmMyNtRfx/zmtjSrdJrxy9ki28kTK4VcqGxg4z3Bx+da9roOmJAY3svMBCgl3JJ/X9aOaK3IrV401ZsrWfky2MNrFdy3I8wFJTEVRTjlEzzt/L6U7UdEjjvVv7Zi00AV/JJysgA+Yc9yKJI18P3Vs8W4WDyEPE/zbCe6ntUGpa5bwu4WQqZOAydV7bs/TmojFqVzlc22nEpzBtM1BrCxzi6AmhuVwCY2BIYH+E44I9vau7s7WOy8G2kcN1HaplMSLnOc5JOOcmuUgdpDuidTEq7UPVVXnp7ck49Sa1rKWHUru1055VgtC4Y4OWP4+nt71pc3+sJpprUqSST3UhubmaWcMSNzuTlh3yfw4q3p7m0hCxZkUphhjkYPP4Gpdfh+yXB023jnWGHdcgyJhVjwAAMDLE07w/pN1qFzby3WnXUVvL0/g3HGR7gHvU81jklCSerLfk6zc6e15p+lPLF5bSK4XCDHTPP6VxCeHdb8ReIzZ6ncSLKY2fc+SE6cY6KM9fpXr114et9Ksru4fxPJpzXQDNbAfuzgcgDPf8AOuGm1KDSbhL+0W7eMx+UyO5dVXsSeoyee9Z+1d7I1hFQvY0ZfCml+E9Og+xX4l1eaMvMrMdrFTwFGASvJznriqfiybUpvCsV5sEEkE6hbiLMbY7lQDnHQH0rmL+5vb7VbfU3uVlmJVI5LeQMgOc7Sp5HX3r0K/0Gw8TQx/2reXowc7YiuMAdBnoM1Sg3JNjk7STOLttQv76C91uxnFu9nZiJo5f3m/jDsM5H4msTQdUsvM+yaklwISpw1uN7ZJzg57fSu6h+FsMd9LZp4mMVlcJlUK7ZGcdm5xgfrXO6j4OPhvVzBeWc1/aug23NuDtHqTtzWvKkmU5QehDqcVlcXcMmi3U8ibfLlheHcNo68Hk/lj3rQjttDvLeSLStP1V79QVHmiFY4j/trgsB7d6XTtO/sjbNpNmHm2GMtLJhpST39Fx268ZrUFrq8882oJPa6SpkWPaxJeTHABYdBxxn61CkkKFSzsjhhbaosOGPmWfmsvlIdqlwOTx/Pqax4lu2uUJEgJYKNzYz7c16Sl7Z3moyQ6texwSrkrcISYsjpuBHzDtms69EVtYTWl7qFpeBhvimtAhUBj69c+xqozTOtXlsVNC0GPU7DVSkgQpgxW75d/MXPKjuOoqrHpFnI1stw7+bEx+0RozKZUHOQ7AgHqMde9bPhvRoNT1Zbq1uLCKCMMVWWbymYfdO5jxyeeKt+LdSMmrXMEc62/lqEh3NllJOGzjhh1O7oQR6Um+xXK7GDey6jZQog3QaepE8FkPnRcHOGJ5Bxg7u9bXjLS1ktdO1zS4oooLu333Nqkofy5P72cnIOf0q74g8N6YPCkd9BqUWoTGXbJIu4c45zyQcVydpKVIjkBGe2aXqctapFLlHwaMs0Y+1XjBiM7EQYH4mnvZvpVt50c5aDJ2gkK35UiWk0kisodhv2SMOnIJwPrWpaWAaKSZ5ArIAMyISoFNzSdkciTZkyXd1DCrC3ZXI+UyJhQD3z/Knp/pcsr6m1wYpALdZFfcFzyNpPUcdDTdS1m2WLymnjmmjI+VoyVYemKtza5ZtHaCys1iMw82RcnYj/dJCntxRLXU6YaRsytFpEmn3a/2c7ahG6YfauMdjWhYi5nDW1vbFWhB37mwY1989vpVMXcU0UUa3b2r26HeIhnziDxjsD6mtuQC901UCqrgAI7jI+taQTauY3tIheLUr6JIbq3swjDd9o88mRBjAGM49xgY9eanWx1HTfD0enRP9uu2uyzOtycFTjjaR1981l2U08dzLHcIwRcFCwzuycD3AJrRjMt3epZwIi3hLZic7chRuY5PHA9acYxtrudHtKsWrLQnt5dVnMmmw6PbYtELWvnyFykbZUjzOAR1xkZ7U/QLaSxguIbhYLm5ER8lVmV2t2bjcDnleufTisrVL3U9PuZZDqCNCSieWz5Y4TAKjOMAHHvyaxr7VdftNTi+cysVVoZIowysrDI247Edv0rFxd9DrbU4rmWputZXun2mozvPDKyHeYzGzNN6jOMfUjiua1a8vNkMkUssEFwuSIHZUU9Co55HrWp9o1XT7uLVtQL3E0EGFDkbVB45X0x1FNvdOZ9Fi1a1SwEdy2wx28m5T6/KeY8dcd6pNpakSpxvcvaHePpFlZCU+fasubh47ferRE52MD1bj0yK6k+MktNYtrDSjDc2Toiyo920THP3QpOFQ8jjpjiuRubacWdpMxkeTcipFEf3aKOCxBycke1VNPRIJjHq2jxXsVw3kRyPIY5cEgEp6kfnRe4JpaHYy67KLu+utP0Z7S7tZfIuHedHV2zktsOfmwcZHUYyayLzVNRgt7jU9Q0yXW4Lw+TLc3CblZeyCQDK4OGAHQ8UanP4f1DULeexsxHEkRdREv8aHBDgHG0qM5PPr1rX0nxLaaXpyva20VxbzyNJPZ5/cBiRuZlIyhGOMZFK5pa5T0GPQ59LeZFs/tofyZLG6mkhcTMflkySAyj0wMYp72GpxfbIDrlvPqUsgNzH9riUIe4wwG7jnIPen3mkjxRrkq2/2OWCC7D4nbZlWXLKF6sO4as+XSfsS/bJ7yCOxC/6U0I3G4TONucEq3QcYBqkKzIdSv4YrF7+wUR6hZSrHNbXDgqOM8ZbnJAPy/pVy38Y3V9dGe2mig1EqFlRBnfGTgpsYfN1HGenesRfD0V5BcyLYSQQBvkgPE0EZwVf0kHrjkcVCLOGwmxeoy3ar+5+zkbmjOfmfJ6gjpgVdk9zILhzY6s1vcw/ZZtwaMwkoFDd24J2+3NWYXs4Ls2MkyBUkUM0UOB0529c1HLq2oRxPDf3st1AqqoljtlYHd95SfbP5CqMeopaI/lXcX39oCyZyPboRVIWtzVFwlvM08MrxyLIBCHiO1xnG0nJxx68VpP4iuIZzObWP7Cv7pYYc7QW4LEKcsxx1rNtLi8hgW7itnuoFfa1wgyTu5IKkc49qj+xmX95Fb+VFIcecOUUEj06fT1xRa4+Zo6IajpkEMMdtp0yYT96UsjtZ8nJHzDjp+VFQ2txqEEOxLFJowTslZslx2OO30ope8VeJy0iRWsMRlYlFKxhwPXvWpGioQd3zDutMjihlR45EDRtnKnse1Zb3MkGrfZ13srsqjI4Bzgn8jWUfd3PLUfbq6Nr7QVJIzx0IHFEGt6ebK6heO2unUqpFxI0cakng5Xrz2PFaOuaVZ6beK8dx59pMEZInUYAx8wLq2fp0qnamKz08WtvDEIUJYFkBdsnOGbvjNNyvsXGEaLvLU1fCD+GBvs9chiS5ecSLHcwZjA5wVIB3gc8k1rfEXTIbPURrU1jJZ6ZDEsUXkhPKceoC8nPB56Vy0N0A4XJwvA7fT/PFbaXkktssUySSwLhlVwSv5Hinytl/WlLfQ8+0uwttVe+ktY1t4i4Ec8soLRuT8vy9SCeM9s1rDwPq91fyxrYXGo3CBRLclHMQc8FQcDcR+NdVai2Ed5C62kEbqDA0VsA0Mi/xtjhh7Gk1PXdav7gT/wBpzIVAZdkjKqjG0sPTOOam+p0SrQUVZnuPhqy0/SdAtNNsGj8q0iCMIzyrY+bOO+c0t/YWmsTQyRTLDfWUm+G4jUFo+zL9GBII9/avI9M1iy8nToPNu7a4tfvTaeBm5BxywPIKnPTOc12GoeNdE0e2hhuNVubuWQEAwRqGQ9slcAHnoeeuahVb6FJxepl+N/E9taXM+kHQ1/tBpFk+0z7WUkjhkPXHb8K8X1Jp/Emu3oN+UsYRgyMcISBjr6E12Oq6poevXV3qMc2otdTudg+VAuMdcdz7GsC402zS9ntrmxSOBtsiLHcMBKcc5A4B/lUQd5Nszc7NmZpXh1Lm/SOK7aW2GF82GJlBP49v9qtzUYb/AE69nisI5ZTG4ljhRvk3nGTjvyARirr6yY7PybcLAnC8DGAO3FU7S/k+1RyszMVcEEjOMd60nF2uyIYqLkosdY+IJNPggg1KGZL5yd8BQxNnPv8A5OazdZt7qXVpdUtYZZhNiN8yqiom3BQgn/8AVXY6jpOn6tDLfXU8lnIq4t8k7iwA3OUJ2rg9xXn2tQ2dnI0tpZ3j2J2h3l3+TNJ6K2Of681MIpSujoSUXoRQXJ0yCaNLuNvmLpDv3srHA5YDHTjr1xV59WuVRUQR7igZcZ71n2WkPNfPHDFb3SqquzISIoWIBKn+8R0xWl9lZFMc8lu6RjdG5Tymhz1XbnI/WrdrjlRjJXaFgubiL/SZmEsxH3eCqj6VlXtlPf6k0xhhjhbBxnH1HHQ1oR31p9tigWRpGkON6L8o9eTWhbpHO8zRzxxlCCXlGAPQD60otxZxWlCN7alO20SVDFHDdi2h2hpCCSWbv9R0pRDJZ6jutkecKwJIXgfnViZ7g27zxCZ5EG9lxjKg8/hjNaVlD5+iWl4jIDNIyPGpwUx3560m29UJKctSjd+L7yHU7mG8u5DbW/8AqI3AU8jJOR35xV2x+LX9nQTo2lJcg4EPmSbdq/7Q7muSuNUN3bzXEnlJDC5WFwoLuc8AcenX2rofBK+HLnVI7nVLHJSANtkTbGsmfvADhhjsRTsupvypK7Hz69Fqmh3eragzzXc5IUoQduD90L/CAKpyarfWmmSXcC232a4iCRyO/wA7EjHyKPT39K6vxJf2OoRFLaG0+dlRJ0iEeBnkHuRg9K5Pxbptla2NjNBLI05JRi79R1yAOF/D1rNUIqTZn7SL0MnTI0VgxA3qOvck/wAsV2+ia88Gm3FtPJl0haSByM4I7VyOnX0FrpcloyKJ7iUNv2/dVR0H41d0u+X7aPIcmdo2jCkeowememTWj8jCSlzXLctxcSTGe7kLOeST2/Gti3uJ7exlkN5MkU6gNEGwGHvj+lULe2Nugfc5KchHQfNjtz1qlc6l9oRm3FVY8qRgg+mKtWtqYrm3TNA3iJyiKVXJUHPPFUk8SXCJp0szLbafdPskM8RZcqSN3HzY9/b2qBZ02rJ56oqMAWIJwfYCrmneI1utNu7ObSbDUHVCVM+1V2DvzgZ/UdqzbTZ3YSlzRcpGd421yxe+Sz0fUZLy3iTc8oQAF/RSecCur0HwMvia3gvZrBLWykt8FIpQztJ3lK4xj0riR/ZOsSfb1sJojEwUwRbUiCDPygj5i3vXX+HQni/59LsrrQLbQ4sQXiXLyMGycR44BLE8nrVryOlSVnFGvqnhHR/A8lnerp8uqI7qsklw2WjORjanTB7965vxpBYXupyXOmWkthclMfZoARlyRgjPtn5R7UQTWnitVFxruuwahbSeW6Xoa4iklGSCrIMqeOhBrZ0vw1qGr33k3t1CsNuiraGM7lkdzy3TDE4/XrxWcm+Y6aKTpu71M7w/YafeaG2jw3AtpYp/OuBNIDI2VIztIGMEKNvXkmuVFwiSXS21jv8ALmMMJLYZ8HHA6+lepXvhG0VVu31Ff7PiLfaGMishZQQR0ySM7c5wMmuG1C3ivJ9L1eytU06JLcOu0bjKQxAcd+SCKblZnPVpwcebqQNourXMMB8iQBW86aIuFyq9Bnpmquvay94sFtC72lvbjmGMgLuJ5z/epJdSuLiQ7r0JHjLIZBjb71BDKt1BMtrDavKjFd7Jnjtx/WndHHHyC3hie286WNd38ICdV+pqrewW9gVYFWOQzo3BZc9iPbNX3ub3UtpucB4SAUtYciNc87m7Y9KhaCzk1drtN4g48tSdx/8ArdP1qlINb3bN+38XaJBo81rbeH4rZvIYk3EgJkbPADYyT9ai0nVLfU4l2RyDYhd4AdxwOvTsefpXH6xBeTanJPMJHiLgmUHP5npmo4lvkvZntHli3oQX3CP92TgEn0Per1N4whLY7c+IikjalaebLp9tB+4juFSR4Mng7cYbHPNal343tvEcwS20wG2WINeuBskMfQknnapJUcdQcVTexutO0bStdis5Ly6KLa+VGB5ciY5O3HJPQdScZxV/wHpY1vUb2OWPUbK2nhfy9wIRo9w3IWGOhHGahqx0qWtyC7fT9DDSyeGLS40e/VZVniJd1B64yMDGCMcfhVnxH4msjb20EWnTQLbuFjngiMKwsORg9OD+FVNe0m38KXzaSkzaja3KCQSrIfMSQsQAMZDE85GO/WofEKQRaPDp9xZyabPJJ5iSrMzwqp5KHJ+TGQe5NS7Gqb3sY+t6rqN+bW7RJLlHZt1y1uN5Y9UY9DjtVK+8N3ttaQahOVt/OL7kkXYVx3Az8xrvPhXfSeU+m2zWy3Mkn70SKGaROQq89s4JwM81geKb7V7zRbiHVp1gvdOvP3kAYMjg/KxUYyCODj0OatWMZqWrZmTBTpVnP5k0dzMTGzoSSwA4PHc8VJaNcBt0tubsRRO4lI3uiiNmAJ6Id2MZ5yKzLHWXMUtpNLEXXBtzPlY1287vrWvHKCNOPls9xcwGW4URnDsCWy3ODxwO9NIzjGyLXh6Cy1XQ7PSXtbWKaaUo7wZFw3yEqx7ZHoeCas2HhT7BPJNb6g1ve28hDef+738ZDKx6qR1wDyKrWMltpurRaskD3McJLSwRzYkiGPvBW6EEg966PSfF2ma9br9ovH02SSU28aqqsyq33SGZTjI6+9NpWLi7O5WstQvLeM6ybd7+4tmVWaGMtMsTAgDdgH5iOmOlH9pXElvHqVt4cWCKFWT+z2l4lDDO2RCMkdx35NPvNGk0LUZtU0/xVdNfpHiEXEmXIxgAHo3oOMCrFn4ti069tZNauJbi8aNHKzIGw3I2t0OB69c+tZ2W5qnqNhsYobW2gWznYTbpoI7oLFJBGfvFJs/KoOMhuo4HNLea759i9lqB0O5FwjRl7lskxdchl+ZSBk4PtjOanbVDfXkouTatp04VxO0yLD6gSAgsw57cg5rlFl8LWN7cBbSO6voZ/wBysUbSRyrkAkM2eBjuB/OhSBxRnXdtqgv5LWGCVntjtzBJGFeI8qW5+mPbinT2eo/ZEmaGOC/jAimRvK2lezMCcAn61ek0tn+y6zpNzIs2qySRG1uIPLijwxypPAKbe/tTrnS9Ns/EM9qNQsnhWASqYlIiUgfd3HKnuQTWiuc83Fbkdrcata+Ffsvl+a0wxE4MaiLnkE7uT3HsaykkxJEkN20QQfvYVyF6dcjI/OrN/wCHLWKzk1E3caWjJvQFiVeT37fjVfTtPN/Zi1jLJcBd0ODxsJJI2qfm9OgNXsZ+0R18epqLeHyJGVdgBDKrnI469/Wiq1rrWmRW6wRW0ERh/dyR3CMWVx1HD9KKOcPaIoSKotlYAZ9axVkK6ijAJlUkZTsHByKKKxqbnNhOpLDGqSSFQcs+TzmtBQChBoopQM6/xDw7ROpQ4IFbbOwskkDEORyRxRRWxgRAllfJJ3Zz781iDi2QckEspBOeM0UVjUOilujTsr26t9buIIZ5I4/3aYVsfKcZH0NP1c+VE0EQEcUpVHRAFDLuzjiiisFubzJrjEWhQGNVUpNsXCjgEc/yrm9QdmuoiSSfK/rRRU0/4hhP4QLFldScjApXYqtk6khnuoo2PqpbBH5UUV2S2MaPxnXaVaQR3zW4jBhaVoyjksCucY5rR8ej7N4JtLGH5bV7lY2j6gqOg5+goorKmerHY850i8nuvEE8ErL5KbwsaoFUdOgAAz71t6sqwanb2MKIltJIEeNVA3hiAc9zx60UUzdbHJapCkOsusYICzvGo3E4VeAKLlmjkk2HGCvH5UUUznrHd2Fpb3GhYmiV95IbI6jjir+oxrB8OdN8sbfKLeWepXAJHP1ooprcdH4WeME/6BAvbexx+ArpklcJZqGODArEe570UU6hlW+E27hVeaGNgCnB29s1leKh5YsQnA2N/OiiiW6PNpfEZ3hi3iv/ABTY2lyC8Ehwy7iMjPqOa6690ex074gafaWsLRwfvG2eYx5UHHJOaKKU9ju6Grb/AL2GJ5MMzgbsjrxXMSqrXjEqDmU9qKKUNjlnoh0uHt5AQMAAjAx2rijnzZFydpYjHtmiimjpwjfIzrtPjS50W2tpVDQhnAXp3HpV3T7250O6kttNne3t5LfzWiU5UuDgNg8ZoopkU2+c4MSSCCScSOspkY7lYg5/yTXUeD9W1B7LU9Ma8m+xGxll8ndwGUDBHcfhRRSlsejSPRdDgjj1Cw08IDaSRqjQt8ylSBkc+uTTfGFvCuggCMfuJX8r/YyW4HoOBx0oorB7ky+FnlctrAt2zLEoPlbvbP0qt5jo0jqxDeo60UVstjn6HUaSSvhGeUE+ZKCztn7x96yrBjvkHbfRRUw3ZzVNmdLahS0KmOMq0qhlKAgjPcU/xrpVja37m2txDm0e4IjJUGQdGwD1oord7G+GK3w/8SaxHfRxfb5WjiCNGsmHCFickZBwfevZvDE8k0OtSSNuaO9kZcjoeO34miis2dy+FHBfEjTbRJJZ1gCyJEJVKkja+4HI9+TXnE+rX9u17dxXLrcG2izJwSc7VOfqOKKKUQkYCyyRzRukjKxIJIOM810OoXdxeo5uZWkLICSe53YyffFFFPqC2KthYW134v061niDwSnDpkjPB9PoK2I7y4stZU28rIERiq9VGTg/KeOR145ooqjNFnWYY7DxbLBar5cSwGUIDkBtgOefeoNEs7a+KfaoI5fNt2Z9yjkiTj6fhRRTYy7bRp/aWr2gUCC0dmt0A/1ZMfOD1FZOmRi+s9Rkuy07pp6yIZHLbW3YyM9KKKlmqPZPC3g/w94l0RLzV9Itrm5nUtJLt2MxCjHK4x17VwOjaVYz2+qWUlspt7cxSRqMggs0gPzDkghRwTjjPWiipGxfE0KaVPqAsC9sFsPl8pyMZIJ79zVzXb6bTvCvhqa0WCN7+2/0oiBD52BgbgRzRRWkdzlrHmXiGNLLWtlsPLQ/NhTwCeuPT8Kjj1G8n0zypLh2VHG0nqOvfrRRTZmtjbtNIsbjT7WaWDdJJEGY72GSfoaKKKgR/9k=", "path": "/data/wangnn/datasets/waterbrids/waterbird/042.Vermilion_Flycatcher/Vermilion_Flycatcher_0050_42479.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 2408, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/042.Vermilion_Flycatcher/Vermilion_Flycatcher_0050_42479.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/042.Vermilion_Flycatcher/Vermilion_Flycatcher_0050_42479.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/010.Red_winged_Blackbird/Red_Winged_Blackbird_0049_5598.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 495, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/010.Red_winged_Blackbird/Red_Winged_Blackbird_0049_5598.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/010.Red_winged_Blackbird/Red_Winged_Blackbird_0049_5598.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/192.Downy_Woodpecker/Downy_Woodpecker_0043_184314.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 11309, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/192.Downy_Woodpecker/Downy_Woodpecker_0043_184314.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/192.Downy_Woodpecker/Downy_Woodpecker_0043_184314.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/175.Pine_Warbler/Pine_Warbler_0085_170981.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10304, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/175.Pine_Warbler/Pine_Warbler_0085_170981.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/175.Pine_Warbler/Pine_Warbler_0085_170981.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/001.Black_footed_Albatross/Black_Footed_Albatross_0067_170.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 20, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/001.Black_footed_Albatross/Black_Footed_Albatross_0067_170.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/001.Black_footed_Albatross/Black_Footed_Albatross_0067_170.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/001.Black_footed_Albatross/Black_Footed_Albatross_0089_796069.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 18, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/001.Black_footed_Albatross/Black_Footed_Albatross_0089_796069.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/001.Black_footed_Albatross/Black_Footed_Albatross_0089_796069.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/118.House_Sparrow/House_Sparrow_0083_111470.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 6896, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/118.House_Sparrow/House_Sparrow_0083_111470.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/118.House_Sparrow/House_Sparrow_0083_111470.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/075.Green_Jay/Green_Jay_0100_65786.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 4345, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/075.Green_Jay/Green_Jay_0100_65786.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/075.Green_Jay/Green_Jay_0100_65786.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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wRnfg+nHpTYYrAfO14GcYYuTgNk+n4UuVBzFDy8kAck9BSNEwGSpxV97VFZVikTcpZg0jgEn0wO1ZjBXu3EJkWRW2tgMAB69wR/jRyjuG0HOCDj8Kbty23+L0FV5XEt2Ybg+fICwBT5cNxwfUCpobrTo7/c8xkCr8pV8Jx6k8miwXF8snoM0Vbja2mDSJBcMGY8iTGf0oo5UK7McXNjfSKBLZxlm8tfJt2J6A5wfoadbQ30zBra5ttxIITAVGyCMkHB/CuLhWZWwrKXXlSjkEH2xVhbS4tpfMJmifGCNx7j/An86fqB3aaLdCFPOcbxgD7PhjgHoc9PXPvVmfT5ZLlhbXQ86IblBZV2j0wP515+t5fBSVuZhxj5WI/lT4dRvomnYXUwaYBXdMM2M+p5FO/kFjsvsOoxG3tY/KxIT8yOxKqOT8340t5d3bmJbe3dXR8eYeckcYPAH41zdnqd3NMTPrdxbNGjFWaDJY5+7kdauaRr128iiXV2Ri4AjniyDnr24OcfnRoB1d9qV3DZwy20CvcdGGDycduxFUh4gka4jdbYqAg34jOWf0/wBkVZso9TsR5V3e20gP+r3LklifWpTrkiuYxppdkG5hG2OemRxyOtUT8hDq91Cis9q7uww20bU/Puay9VvLi9s/KmMke9xlApCsvcZPWthdcvBB5jaJdEbsDLgk+nHWue1nV59Q1ixtJbF7XasjhXPYLz09ytMcd72Obh0OFH+QYHpW/Y6ciAZX6VYhtlXk9atj5elaWMgESIOBiprWRUurZizD9/1HXAUmoWc4yaqXDzI1m8TgD7QQwPupH8zSbsioK8kd3wfm5BNOB7ZqlALqa3RzOg3KDwKc0FyTnzxkegxmnzCsXMdMnpQQCMGqQjugBmUfmKfGs38Uwx9QaOYVi19TRzjjmq/lIVBkkyQeuakV0TgyrjsCRRzLqFiXpS5qFyrKTlSQMg5qPzxGwUjGe/tT5kFmWsUVnzazYW5Imuokx13MBUQ8R6STj+0LfPs9Lnj3DlZq0YqBbuB4/MWVGXGchgaSK9gnYrHIrMOoFO6CzLFFRSTxxDMjBR6moDqlkoy1zEMerClzIEmy5RWVJ4j0uNsG6Un25qlJ4x05JNo3sPUUnUiupXJLsdFRXMP42sFYjY5A7gioD4+sgx/0aXaDwcjp69aXtY9w9nLsddmkzXnt98QnKsLe3KZ4yXHH5Cq3/CxLgRwqI03L98lid5/pS9qh+ykel8UV5pdfEi4LKbeGONf4gw3Z/wAKqXHxI1B02IsKE8ZC8/zpOquweyZ6rkClDAjIOa8SufHOqyyBjeSAjONuBVaLxpqkEbIl5Ng88v0o9r5D9l5nufmIW27hn0zTRcQvKYllRpAMlQRkCvAJfFOoMFQ3MhUEsBuPU9TVZPEV1HcGZZGDnqaPaS7D9ku59FAIpJAAz1rK1PXBpq73sbp4u7qowP1rxuTx3qzqN12wxjGzC+np9K57UtevNQdmuLiSQscncxOTSc29EgVNLVnquo/FCGzulWLTy0HRg8gBP0xmqd18XbJomEemSmT+HdMAB+XNePSSuSTmow/HOadpPqHu9j1c/F0cAaPDjqd0pP8ASrB+L/lxsBp0HJyoWQkAe/vXjrOaaWOOtHK+4adj0PWvipq+owSQQMlpG2P9SMMP+BGuMuNYurmRpJp5JJG+8zsST+JrMLUwk5o5EDl2Lcl278Z/WoTOwGM1AxNJyapRSJbfUcWJJOeaZuNBBzTeaqxLY/zD2Jq7p9zbxTlrgE4RtuRkbscVm0c0NJoLs6aTxS9yYfNj2vGQFlVyhA98elS6l4rknkO2VmkaXc7gnBwO2T+tcpmmk+tT7OI+dnZL8QtVtIyllK6H/nrI5d/cc8AVm3PjHVrvb515J8h3KEO0A5znA9K57mkOc0/ZxDnZ20PxL1q3gjWKYGVF2h3GdvuB6nuali+J2sxxyO0gkuHUKJGJyuO4rguc0oJ6UeziHOzqbPxte2Vp5G3zWDsyyPIcgN94Y7g1Y07xtcWpbzAz7mXq33VB5A/A4rjiKkibbk4BOKOSIc7PSZfHjPKWtbZzCfu7icj1HHvRXBw6nPBHsjkKr1wKKXIh8xdj1Z4P9Wrxv2KHH9a0Idb1xx8k1xKB0Gd39al/4RVc4D/yyaUaBPGfLErqv90OBU2Q0K1/rksG5/MhQH70k2z+Zptvq9xCwDy2rseSTJI5H5Up8OMMtjj1Y5x+tSR+H5uBGRz3VSf5ClZBsacPisqqpIzuo7RLtH6gmnzeNYQWUaXI7f3nn5/lVO38LXgOfNmUHriNsfyrSi8KTyRkeWdo4LOrqc0WRVzMPiW8mcyx6bOSOchif1xTh438QxjbCGjHuxz/ADq03hKWMk+dDGg7mRt7fgKmg8KXNxyrRGNvRmB/IrS5Yi1M2Xxj4ifDSaikBU5BUjP9a6LwTf3es6heXt7fvd/Z4xChZcbS5ycHvwg/OqB8DSRKzy2shCgnIjY5/KtjwPZLYaNOwAzNcMehHC4A6/jVRir6A21FnWZHanAnvUSOB2qTeCa0Mh2N3bNY3inTr6fRnk03c1xCwlCL1bb6eprdjxxVqNsEUNXBOx4xpvivXJotsEt18udwTjH5CrB8T+IAMvqN0gz3kIrpvGHgmSa4bV9GLoxJa6to/wCP1ZAO/qvftWXo/h3TdTh3tfszjkqAePzFYuKT1OhNtcxmDxVqpj2vrNxt4G0MSeKiGvXJDL9snb03MRursLbwNYSOVV5nYLuG1O1Kvgd0uF2QI+7gbn5+pHajlTFzHJR67e8bbiYD/fap49avMjErlh04zXoFh4IglUrNAUkXrnp+dF34OSGTbbWsWOCPMkPJ79BR7MOc4U6nfOCBLJyMHJIzTQ88rAyTsCOmXOQK7k+GJok3zWdtgEAtHMcgDrwVNaaeH7QrIYJ7iJWGUUbWGfyoUA9oebI8Ab53mYZ/gA/rVqK7jiwUhlLY53MAK7L/AIRi5lBaS/lDHpgcGov+EPEpKtcyMV5OScClyD5zGtdfuIkKRxRBD/CCSanTWr3bhJ7pDjA2ycdefcV09l4NtUSM7FbGNxYk7v8ACtj/AIR+yTAihEZHdTnFUqbJ9ojzyV7y45fz5B/tEmqj+egP7p/rXqa6HaAYIY/jVO68Mwy58uTb9aXshqqjy92mP/LNh71AfMLHOfpXdX3hGVSSieYOuRVWPwlLIOIW/KlyMfOjjH3EEdaiYS++a9ATwXLn5k4+tSt4KdW4Cn3Bp8jDnR5m8ErDvULQyjua9T/4QtyPur+dULjwlLG+PKJ+go5Ghc6PNmik5PNQmN84INeh3HhmdI8+S2M+lV4/CtxM7L5DAjttOaLMHJM4BoyDyMUsdhdXURkjjJRTgt0A/GuyvPCV1GCRA35V5n4ilmXU5rMSOIIHKKoY4JHU/XNOz2DQ0J4ZIXKyKQQKgwTV3wrZXWqRzwMHcQoJEJycAnBH9a3R4cn84RmNgx6ArzTV1uGhyhU4781C0R545rsrvwtd2+PMhK5GRkYrOk0eVW+ZMHvmlcDmmjOOlRmM+ldMdHfGQuc1GdHlH8FVcVjmihxxTTGcV0D6RKMnb+tMOjTdfLPNO4rGB5dNKc1vPpEq/wDLI5qBtMkUZIx+NFwsYpTBpdmBWidPk/ufhTWspB1U07k2M4rmkKZq+bORf4Gpps3P8B/KncXKUSvpTNtX/scmeFNKLGRzgIc+lFxcpnbKaUxWk1lIp27TmozaSA/dNO4WKO2mlTV77K+DxQLOX+4fyouFihilxWgum3L/AHIJW9lQmpRoeo43fYbrHr5Df4UXQWMrHHNGOOtX30y5T78Eq/WNh/MVF9kk6bGz9KVxWKnNFWzazA/6t/8AvmimOx7OLvSzGsduY3uWPEckqqQffP8AKt5bIKIvs+nC4Rl+Z22jDew7189W/ii8hmWQLCzg5LeUoz7HA5rZg8fanEryRahLbyEqVjiUeX75B/z1rHkaLuj2a5S1gAY2sTM+TuKqAuDjmoLO5gZWNvhlB+byoyQp/lXlg+KWpLlTbWbIev7oK2e5yKluvirqNwixQW8EEQwSqjJY+p7Gp5ZDuu57FFard3IW0ku7hO7lQqqfQ81LNprJGUkgWPjh2g6fiCa8mg+Jl5cW+8p5L/dZoWZc+hPrTLj4o6klubdT8m0jHmMSc+pPP4U7PsGnc9QSWPKSQ3tukbuY12xjBbPQnNaEIQeYk6SzyEhVRAMqfXjtXgyfEPVFuFkkMciqGwm3C5bqcCrrfFzxIJWaGaCBSNuEiBz+JyTRyvsHMu57RfxfYNHvJXe6B27EX/aJxgetYfh6PzNBt5Bu2yF5FB64Ltj9MV5s/wAT9f1eD7Bdutw0zKkW1FU7ycDt717BY2gtLSC2UYSGNYx/wEY/pVx31RMnoR+Q3cH8KkSLHUkfWroI6UhUHtzVkFcME6YqeOTvmkaFWPK1T1G+TS4DLNG5UD+EZNAGmsuOciuP1u70611I3VrthvlbLlR8snrkdM+/fv1rPvvHzPEVs7TGeN0rD+QrlLrUZLqfzZmDufVeB+FNpPccZOLuj2Lw5rmm6skaOn2a8Aw64ADdOQR9a35Iliff56gdt57V8+xaioZVYYA5G0kYIPXI5FdNpvjW7gg+zzeVewgBRHcseB6Bh/IioaaRo+V6rQ9nRgNo3Kc+jdaftQncUGfWvGbr4qPp+VXw/BFIDiGbPykd/wDINLF8XLuWFZGltYWUtmIQkl/TnoKSnboTyM9lZVPpx7UsYBycYz7V5CnxYunlZVeEIqA79gGTjkcmp7f4s7SBOm7I5JHTjjgUe0XYPZs9Z2KDnaPypeteUH4sobrCKpiI481P8DV5fiROwWQGw2Y3BfM+Yj0xnOaParsHspHpPQYo71wdt8S7SVgr2r9OSpxz+NRX/wASoIFJhhhcYyrLNuB9uB1p+1iHspHoPNFeWx/FiTf89nDtJA+VjkDv9avn4p2ZVttodw+6S3Wl7WIOlJHoePaivM1+KnK7rOMgH5sMcke1Wl+J8DS5FoPL9C/zf4Ue1iHspHoVFcja/EHSLhgHEsX1waszeONEiXInZz6KKftY9xezn2Olorl4PHmjzSKm+RSw7r0PpV0+LNHGc3WMdcqaPaR7i9nLsbZAIweaQ4XJJ/GsJPGOhyuqJfIXbOFxjp161w/jn4k2h082OkzMXkOJZRxhfQUOoraDVNt6neXnifRrUOJdQiBXqFO6vm7xPqFrqfia+u7aEQwSzF1XPQev49fxrPutVmlzl2IPvWaZfm9alcz1Zb5Y7H0x8N9Ci03wrbTywKs9yBKS3Xb/AA/4/jXWtaq0nmH7397jNeGfD74kSab9k0jVSslhu2JK3LQ56c/3c/l+Fexp4n0RtwGpwZUfMc8D8avmWzIcWaMlv5oAYhh6OoNVH0a0c58qJT7RimQeJtFuIi8ep25C9dz7SPwNPGvaU0byDULcogyxDg0XiK0g/s+ONcKIwR/sD/CpI9PiA+ZUP/AaiGu6US5GowHyxl8Nnb9aLTX9IuyRb6hA59N2P50rx7j94lOmxc4ji/74FILG3BG6OIn/AHBmkn13TLeSON7uMySHCqh3E/gKq3nijQ7OQCe+i3dfUgGnePcLSfQuPYWb/fgj/wCBIKpvpVsAc2UD+nyqP6US+JNGihEsl9CY2IAI5Az0zWHN4+0FrlUiSWeKN9ryLCdkfbdn0pOS7jUZG2ugaXNu32cBb0aND/Sq8vhfSJ42UW1rzwGWNePyqC58b+HLO5e0l1BPOXgpHET+A4qL/hOPDkEPmtdxxIM4Mo2Mf+A4yPxFJyiJRkK3gfTWUA29scD+4ef1pF8F6OCc6dakDsFIz+tVpvHWgQsrNfSAS7TnJ43dODjHv6UwfEbw+jtbz3cqOM4MqZX8xkdOaXMirSNJfCthERJHY2ilFwuYV4BHrjrz3qKLRdOtjEIxaABw4VYV5P5Zqo3xC8KeQhhvlZXIBVIyNmTjLHHyisjV/idomj6mlrHA12jgFpVkBCEn0/WhyXQLM6L7JpU120UumBpyCSBaYGPXp096S4s9HtVxLYadCo+6HIH9K52H4n+FpdQCf6RGNrB5ZFA6dAB7/wBK3E8S+Howc3kTAEDG8sc9enPNLm8wSIGfRmVmF7pUKI2du9cAke9SR6XHcxB9PmVkJ5MHT86yG+IvgdroAxb5ScecbPIX8TzUs/jrwvKm+TxBIkY48qGVgev90L0pcyHYvy6YLWTdJfxRAnGWmwS2On1pg0q8lYCIEjGW/wBJyB+Nc/L4/wDB00rm6iubiI4iMksAdF98nnH0FNufiR4ftWQQWhkt5NyLItvtVx0IAzzQOx0y6PqAceVIhP8A11Bx7VG3h+8lJaVotwOfnP8ALisPS/Eng+KBWR7W3JB+VkG4Y9efwq7J4x0SGQAXmFiQyAxxgbtv8IYk5J7DvRcRpLo15tBDqR9WornJfH+hyFXGo3hJUbtoPB9Oo5+gopXYWZ88AmnDPWpQY1PIzTw8WRhMDHPNdBiQc+lOUn0rRhbTDsE32lf75UqR+H/16twx6DK5jknu4ScYdlVkH1xz+lK47GQjkAgcZ6807BY1tQp4cUsJZb7K9CEXDe/qKuo3hBFLbtRl9FLKmf0OO9HMh2ZzBXApCMdq6m7vvDUUoW3tppYvVmAJGfYdfWq8Oq+Hkb97oby8/eN2y8fQClzBYZ4IgE3jfSN4BWObzSCP7oLD9QK+hBOAMZFeM+HNU0SbxZpwsNMNowEoaRpy2crxwa9R+07flJ5p3Ea4lzzmp4n461ixzMxwDVpJivU5oA1fNUDmuH+IV08OnpOoJUOFPPAzXUfaFZTmuU8XXlk+mXFjdEt5se5QOpwRyPcUwPLvt6uxJbApRfbeN3BrKurC5hkcx/OgPbqR64qp5ko6hsj2oA6JbxACOme9KuohG2kjb61zyTuRjOKeplPQFh7UAdbHqMTfK3KEfMDyD9R3qpc2VncDdauYm7AfdP4dqwlF2n3YnI+lWI7iVGHmIyE+oxSsO46WKa2OJV2g9GByD+NNDsPWr323MW2QB0PUHvSCELGfs9tbu7fdDFu/905xn2NJoaZUEjHv+VTJJIBnmn2t7Elyy3FjFwdrRSxsNrd+hBB4/WtQappcdnEsemoblSN7HO1xtwcgk9+fwpMpGct3OFwHbHpmkNxI2MsT9av2V5bASrcQwFZuc+Qu5T7HsK2Zl8Pyst0iwlVKq1uy7MgHHQHJJHJOeMCleI05HLiZh608Tv8A3q6O9k0SaeRba2sbcMp2lmlbYccAHOCSe+MCq8aaRNI3m2Zt2zxi6LKevtkCi6HdmL9pYH604XTjjJra/s/RMb5b50O0ExxpuPPbPrUc0Okb0ji88MCQzmRWU/3SDgY7ZpXQXZmpeSDuaf8Ab5CPvGrJOmIFwk7kk5LMFGO3AHX8amaHSBFHKHk+c48sEEoAQCW/mAKVkO7M838qjgmhtVmIwXbpite3s/Di6m0d5qM/2YAjzIoCecccZ6ZzWJrr6VE0K6VPNMNmZmlj2YbPQDuMfrQkgcmO+3RA7rqWTb1CR4LH8+B9ayL67SaZ3ii8mNvupvL4/E9f/r1WZsjrmomOQSatRRDkNLZ70LnNR5yR6VcsIlluo0YgAnBJ6VRIRBwMVv2st0uGR3BHIxXb+K/BOj6L4f069guw8s20beCGyM5HtXc+H/Aujy6LaTkiTzYgxZRxk1LSbLT5Vc8VR7o5GW59anQ3QjZWEnzds44r3EeAdIjlEhOFB6ECrQ8JaHKw2Kpx2BBo5UHtDwOC8urO43shcH7ykkbh9RUj6zqMkjODsXAAROAoHpXtt34E0SV+WEZ75xVex8G+G9skazpOQcfeXgUcsQ59NDwi41G6J+aR8+xwarXOrXdwqrNPI4U8bjkj8a9g1/4caVcagkNlfRxTSEjyWBJ/DFYmofCZdOhSa61i2gQsFLSKduT6HqT+FL3Qb7HmK31wgISV1yMHDHkVGL+7i/1c8o+bdwx6+tevW/gbwaY4opPEMZmK4JAAG4/Wnw/DzwdMlw8eutKsL7JDFsbYR1zjt71S5SdTxp7qeSXzWkdpM53E5OfXNSz6xfXEqyTXMsjqAAzsScA5AzXrH/CtvCrsZIvEamNhvQAK2V9cg8/hUmofCvQF8p4Lu9ZXUHZCoYuT0C59Rz+Bo90FzHkF/q1zqIQ3LeZIuR5p+831PeqfmvxzXquoeB/CulJi7urwnYHPlyoduR0Pvms4aX8P1s3me+vAM4TnLfiB0o5ooVpM4W31K4tIpVgldDKNkg42svXH51TllZwBwOc8DFeg2WjeCr+5MEGpagWBO0SQhTIOuRz9eOtY9+vg+MN9mXU5ASQjEqoIBxu5+nQihSiHLI5NZXRwyMQR0NTnUboxrGZm2r0A4xWxbyeE5Z3FxHqltCB8pV0lZjn6DFDSeE1uMfZtUNuMYkE6B29SV24A/Gm2hK/Qwnu5JGDEjIGBgYppuCd/HBrqbeTwQTGZIdXQk/MTIhVR+WTmr0ul+C5tPgvoLy9UM+JbcupkjGcFunIx2o5kO0mcH5rYxuOPrQ0rsACxwOgzXqC+G/h5KQkWsXrNwB0yeemMdapTeGfCUTMz6iUjVwobzMqSf4SR045o54itI878xgOvFKJ3C4DEDqfeu/PhnwetsVbXQJ2YbX3jaB3yMfSo7fwj4euhmLWpQuTlnRVXj3P+eRRzR7haRwfmn1or0iLwX4WEY83V52bnlCm0/Q55FFLmiFmcTN4b1KCeCIwB3nQSRiJ1cMD6EHGfbtUP9haozHZp902Ou2In+VbkugmGPYba4Q56EYBp9tZqqMqWDOwHzFZzn8RRcVjmV068kVnS1mZAxUssZIyBkjOOoHNQiKTONrZruLSOS1iZUikiUtvKMyuhPup71Yi0vT7gGS7t4oVxw1sQCzE/xBm4H0p81h2OCFvNwfLbB6cU9bOZlyI2x16V7LoXgKee0jmtbrY5fcsaeU4Q+pO4+/atS78J63oekTbtWU20p+dAEyST9OaXMHKeCfZ3z0NKIXxwDx1r2u2trnU55LaexV3lZF81V8pYlAwSQo78VHd6TqkNn9jjsp1gimM+xirAFSD1Zc44zj86XMg5WeT6SZbPVbW6CnbFINxAzgHjn869itL3zYUZseYBgjOazI4rCdJ59Rs1SO5JXMd35SuQMgBVG046+2T0qjDqSRsI5b0SzgYbkHIxwaOZBynXJdgckn8Kux3CuvXmuWt9QQnANWUu2Ugg5+lUhG/MWCkowrzTxldzLqkUcoITy8xnPXnmu4ivgTg/rWb4j8Opr9iohkWG4jO5GPKnjkH/ABpgebLdgHB9ORTxKrZ/rVLULC+0qfyb2B4X7EjIb3B6GqwnfFAGmwiOTsUn6U5WjU8cfSs5Z+Dkc0edgkCgDTE/l9OaaLsNwQGXuprN8zenXDDp6VGJHyTjnvQBqsIzyuAvp6VPptydO1CG4SRW2tkrKu9G9mHpWItwQ208Y4p+90+YHK9CPSgDuta1jTNfMcmp6ULfUAwR7mCcosi4457npwwP1pT4Z067iX7BNJCxHCyndk/Xv+GK5KG8JQBsOMbSDyCPerkF7PYgSW7MbcnlGPT/AOvSGdRp/wAPNXurhYQIcv0PmDBHrVhPhvrchlCWjsI2Kkjpn29a0fC/iSSZY7e9Ba1kPDt8wz9exFdrp/iZ4fET6TqACwyKDbyzNnzQRgYYf7XBzkjijQLnmkXw+1w8tYTgeu2tCP4bazlQbRxkV7TaW1pbSMY4FiZuCd2c9f8ADNPXUrDzmgFzD5inld3Ipe71K5n0PHY/hlqrSbWgYe+Rir8fwrumX5yAfdhXqZ1OxDAfbIATxgyAc1Rn8TaRCk7nULZliBJAkBJPpii8UF5djzCT4W6is+1Y9y54bIqdfhZfFDkKDnGCwrp1+JejpGWVZnkJyVI24/E9fwq9bfEDR55MMzRr2Y85/Kp54FWmeYeKPh7PoejPfvcQnDBRGuSxz+GK8zlGGOa+ifFHirw9qeh31nNM+4Rlo/l6t2x+NfPl6riQsY2CnkEDj86akm9BNNLUoNnOM0xvufjUjD/GmSD5BxgVRBGPrVq0UtINvXNVB161dspFjnRmxgMDQC3PTZvCGvy+F7e7cO1rHH5qqSDtGOuM56Vt+EtJ8RS6NG1rLL9mDEKN/HB5wD7112h+JNNvfBVuLZopXW02vBJIqFcDBzk8CsfwZ4zsofDwh8mBXjmdX3XSJuYtnIDc9D9KzfJexreVjTn8O+IJ7ZY2u1weq+ZWS3hnxHaF2iuFbH8Kygsa17rxTqsEU8sNvpgV8eUPtakjjkkA/N+HpXIP8Q9cguSH1DTSuCQwxtPsCB1qXydgXN3NJ/C/ii5kLyYU9MtKMn2q3Z+BtTX96XWOUE8l856dK5dPH/iQXizvqEEcT9A5TaQPQdf8asT/ABH1qQL5N7AXkH3EXZsPpyOfwppx/lB83c0tT+Hmtuz3kV4TcKC4ZZMHOPWuKu9J8TSyQ6ff3KRi4PlILu6QEAfN0JyO3PfpV3UNZ8V3CTO9xOI2+Vz5vyj64PHeuTPh3WZ280WU7gn76oW/WqiuvKJystzY1/QP7KtEe78TWMro3lGGGQysgwSOAOmePbNc2Y9OE6qmuYVlG9zaSKq8cjjJPpU974X1i0eJLmymhMpxGHXbuOM4GeM4GfwrFltViI3SR8jPyuG/lVWJcjZaDQYLiBW16WRGRmkkt7Jv3bD7oG4gnPr2q7Dqltc3likviaaO3CFppHtmUw7RhQoB+ckYA5HeudtdIub/AMz7OqyCMAud6qFBOBySKW70W4sXkS5mtY3QgEG5QkkgHAwTngg+nX0pcqBSJr3V2lnu411CcwSpg+XCI1kI6LsB+Vf84rIJypJk5HbFPS3Vp1ia5gTdj947Hav1IFNaAIxxPCwBIyrZyPXp0qkkiW2zQjsLWbT2kTUImugwPkOu0bNpJbcxAJBwMDk9qqTCzVm2m4kG07SdqjOBj14znP4dKYIckfPGfQ5qN7dlB+ZMZ6buaaENjjEj4aZIhjO58/lx3/wphAD43gjPXBA+tTLbEqxDR4GMjeMn6DvW3pvgrXNWtmuLLTZpogu7euNpGM9T3wQcdad/MDDEMbSlftSKu7AcqwBHr0zUs0VtCiGO/SZtxDKkbDaOzZPBBpZtNkhnMMhRJFO1lZ1GD7+9IunmQqFliyx4HmDNAEQcBFbzmDemOn45qeS6nu4Y7dpEMcZJGFwTnrk96VNKLruW4tm+cJtEy5JIJBx3HHJ6CnvpFzEksivEyRYEjxyBghJwAT0ycdKQG1b+GYraeVNa1aLTolCsjNE7PKp6FU4OPrisW6u7aEeVaNcOmSS8jbQ2RjOwdD+J4x6U6TT7y5vcXF1E9wy5Z5blW4HHLEn24zUU2mvEMvPASFVsLKp4PToevt2pD2IHvXbA8tAFGB8tFWI9ImnTzFkh2npumQH8iaKNAux7+J9Wmg8mS+neP0Zs/wA6gi1y/h4junUFSpAPUHqP0FUo7h0Yc8Z9Af06U9b+eNpWRgpkGHAUAEemKLIV2XLfW7u1k8yGQBueqg9Rg9afLr9/NYx2bzExxuXGfvc+p7iqP25iSXihcnHJjHGPSrAvbYopNmgkHBI4XH09fejQepNa6xcWwIifBP8AEDhh+I+tTzeJtSmTa1zJkLsHzHp3603+0bYHcNpRI9qIbeNsn/ayP15NUjfqZQ/2W3yDnBjGPy6Y9qXLHsPmfcu2niXULbjzjKFGIxIxPltjAYe49OlWH8Xam9sbczHaUCP/ANNBkn5vU9eayX1CdkCEoVC7QNi8DOeOM05NRZVCvBBLtYMvmJux6j6H+lDiuwrstTeIdQltkt2mH2eNdscW0bUB649KpW17JBcLKjZI6gd6T7dMUVCQUX7o2jj9KtJqnmRTpcqX3rlAqIAH468ZAx6U0vIDqNM1RLtVIfDdhmtmO+dB1rgLLUo7acStEGA/hHGf/r1vWusxzjL4z2x2qWrAdat+Tjnmr9vfmMjc361y0V4CoI6dqnW5yOTkUXA6y7tdP16xezus4YcMp+ZT6ivMdf8ACOqeHy0zr9osc8XMQ4HpuHVT+nvXUwaj5XIb8zWvb63HKhilVGRlKsrHhgeoIp3EeQb+ev0pS/Q55rd8VeHrewDX2mFzalvnhPzeVn0Pp9enrXLCb1qgLZYjkdKeXBGQcH+dUhMQSD0pwk9+KAJ3IcDPBHenJKVUA81X3HNLnigC6svGVxz1GKnhumj4HQ9Qe31rNRyO/IqeN1Y9cNSA6nw7rb6ZeDCq9rIR5kJP3h3x7jsf59K9cvbez1vw9uUmaMxmS3ni+/G+OMeh7Ed/5eI6do1/qTD7NbSuvUlV4x617loWnxaLpKQKd24AyMe5x+lAzy/+3NWtmKNdTD+98xpkes3SNuErZI9a1vGeq2mi+Io47uz2RXKb1uFVWWRc8jplWHQkZ6g1RF2mogTWkVlLHkEbY1IHtgY4+ozWLguxtGbfUqzardS/MZD9aptdSyH75P0rcEd+MPHCYmUYXyV2fy6+lV2S+XbuUgqu0YQDimopdB3b6mL8+TwR61Ks8iL97H41qxzX8W0qCMHd93v6n1qaPUL1JjO0EUk2CFeSPOD6/wBKfyDU5+4kZgCzckc/SqTF1BUSOFbqAeDXWtql1GqRtZ27KhUkGIYbGRz+BIPrVJ76ZkEbWNv5YYHCwgEgHOM4oTt0IabObMRYDaSe2BVa7t3iCbgQDnGa6iXU7xogqIsb7ixZI1U5PGBgdMVjX7zywxxSMxVGJUH1IAJ/QVaZPKYyqxyBzgZpVJHNW44pEDsAeVKk+xqOKJi446c0yep0el2YDR/a5ZYbMKvnzCJmCA/QU7Qp9Ot9QL6jDc3FqZNqCP5ARnqTgnp2FVv7U1Nyc3ErKQqlc/KQvTjpxUj6pqszM0txKzNySeO2O3txUtGiZ0uvWvhiTE+mTzwbixWD7K7sfT+Lj26VTbQNGks/Og1G/kJKDdJp7xopY4O5s9uemc4rFllZlici4kmBYyO8hyf7uO4460sOualbALFKwUI8ZVyXBDZzwxIzzxgCkkw3OmvE8M6Vc+TbaJquo7FD+fPJ5KMp6MFCk4J6Zq8fF1la3IGn+DbGCXAQG6mzgHno2PTrXALdXAiaMKCrZLKc4J5569RmoFScSBwCWHIJGadm92Gi6Hpd78QNejaeyTS7O2LsYk8togikjPDHgnB5Occ1jXHj/wAaeTCqXsVrH91RGIkB9z7cHniuOksrorkxsR9Pxqu8MqgnaR26UlDuLmXQ0dZv9d10RTajqD3gOXVJLkHb77M4WqVt4fvbySZIjB+5jaRyZlCjHUZ7nngDrVQpI2eppB58edm5eMYBI4/CqStsS7MdLpmzG65s24JwJMkY7EY4NMWxBiZ2uYkIX5UAO5j6YHTvyajKSMehpCknvTETtZ2oUgX25gcYEDDIz1yaYYLQAg3ErMPussYx17gnPTP44qHypD/CaDBJn7hoAttaad9nlYagVlDDZG0JIdfZh0b2PHvUBtoGjyl0CR/CUIqEwS/3CPwqNo5FONpBpgadpFpEcjreS3Eq7flMAC/NkdSe2M9qSIJEgSHVvKibcWTa42npjA4OQBz+dZm1h60mG96VguakczQjy4tUiKspUh4jtwRnuDzkmpBI8ewR39mwhUeURAMsR2IK89Ty3XFZCxsTxU6afdOGKQu2BuO0ZwPU47U7CuWGaSUory2rbTkK8apuz1yQBn8a07u+N2bOFTo0a27+YrR23khjgfKxI+YDGOazbTQdVvYjLbWVxOgOCYoywz6cVXnsL63lEdxbTxOeiyRlSfpmiwXOjeD+0d2oyW+mROZWGE8qKFueirnLEd+wGKntLLw81hcm8w1yozDsukiUY7EYyeemDXMnRtTwubOfDnCgrjJ9s0PoerIMnT7rHqIi38qTTKujctdP0dIAZrb7Wzch4b4Rhe20hkznIP5iiud/s/UV4+x3A/7ZsP6UUWfcm67Glc+DdVtwSyRsn/PRH3KfocUy18I6ld58uJ+DjPlOR+imvYGk1CQ5XU419A+3H5GpbdNeYYXXCvf9yVjGPXgVHtWVyI810/4bXV2xV7t45F6oLOUn8zinQ/Duaa6a2S9PnK21ozavkfX0r0u1GtXDANq93KrZIaSQBePeryWV2FaSXUE68n7QT+PFL2jHyI8+HwW1YWv2iTUbGKPGczbkwPxFY83gCOzR3uvEOnAKcBIFeZ2/BR0969rtmPl7Y9RtAjdd0TNu/wC+qifQ01AsFk092POI4wpo9qw5DxOPwnpEwCR+If3zcKJLGREz7sen5VeX4YtLkW2v6ZNIOqKWB/lXsVn4WihJa409bjsACCBWjFpUNuo8rTrWOVhhd0hU/SnzsOVHgj/CzxMImlWwLxqfvBhz+HWsseC9XW48qW3eHjJZ1OAPXgGvoaZNQWUmT7KhJ25Mjt/WnC2lvItss9mATjAjmz+eaPaXFyHiOn/C/Vb4FhMsajqzwS4/9BqGbwYlnLsbVWU9mFhNgn24r3AadqEKC3gtraaEOWw4fk49zmtW0t51tUSXR7ZUB5EbA49wKObuPlPCtL8Oi4M0a67Zo8YBC3CPEX/3QQef8aNS0u80iUR3KghhkNG24H8q998u3hn2w6aXJ/j8pMD+tDeHoncuotoww5Atk59jnPFG+wvU+cxJkH0oE23lXOa9T8X/AA9gWD7bZj97kh1iQAE9c47mvLTbSfbpbJE3Sx/eyMfzo1CwPfMQA/XsSK4jVUEV/J5cLRx56Y+XPt7V6NpsJjm2XduDD3BAJB9q66Lw0NQQJb2AwRwTGAP1qkyWfP8A5mODT1kx3r6HtfhityoN+tugI5VYw5+h4xVu3+Enhu22s1srsvd8gH8M1QHz9YWF5qJItYHkx12it+18K+XGJNTv7ezDcKrOCSR1HXivdYvANisQjtnkG3oqMVx+VY1z8FrG8DSFQXzn5ick/XINAHlcsXgq1yv2ie5lCjjLYJ+qjA/M1nLf+HYrkuNNvmRSGQPIuD7E9cV6Le/Aa/Zy1tdqAeibhgD05z/Oubvfgn4pt2doY1lX+FY8liP0FAEMHxKms9kdraQpbrwEZ+g9sdK1Y/i7bpayLLZytPt+UJjYT7nt+VcVdfD7xPaFxPp7qU+8M559M9KxbjRtTtFLT2ciAHGSO/t60COk1i+m8Y6dcamzRpNp5+e0UkAQtj51z33cEfSuesGvYZf9FuPILH5WJwCRjge/NUmSaLG9HTPrkZqaO+mitJbZcbJHV8kcqy9Cp7H6UDPUdD1/xDp8StcxWd0CMhWBUge+QRn8K9D0nxPoGp4iv9Iit3J2h9hClvqM1414V8fSaZlNVQ38SEBd7kSBSMYU9DjA4P51734Q1fwn4jsI3tY4vMOQY3JBBz3XPXGOfSkFzXj8NaJdeXIlntUcfKpw1Sr4M0gMS0JIPQZxite0sYLNcW/yxnJCjGAD6cVZ+lMLs5+48KaH5TZslY9fv4JpIPCmhCPjTIx7ud1dBsB+8AfwpOc/dUigLnMJ4B0Lfk274AwBv4rjfiL4MsrLT4bqwtvLQMRK27OfTivWlJ6YxWT4mtEvvDt7E/aMuD6Ec0pbDi9Tzzwx4I0q98DXU91Hidt5WX+6AOP1zXOfD/wfZa7q92l3uMUMW5VU4yS2K7ywvivwsuWjUh4g8XAx1br+Rqt8LbAp9svOgKiPHrk5/pUqXvI0aSi2aUfw70SxIZbB7onqGlxj9Ktr4I0J4gzaQqMT93zT+tdXkbsbc96dxitLsyOXHgjQdn/IJiJHrIeazpvhtoE96JTbPGjLgxITgH1zXbBQuSBnPpS7BycnJ60hHHwfDjw9BtY2TSEHPLnn8M1PH4E8PL5rDS9vmEHls7MenpmumlEnHlleOu6oSLlgdrx+2B3ouMoLoGieWYxpEG0dA0Q5qhN4P0GaF0k0S3+c5yoAI/Wt7bcKmTsdsdCMCgSFowBEN3sw4NF33A46H4eaDZTSTDRmuN3RHkwq/rUL+C9F+1xyt4VXYMgj7Qdv5Z5run3hOfMJ/wBjvVGbTYZGjkkMmQclXYnNS2+40cXa/DfQYbiaaXR7l1fO2MS8J9OanPw48KzsHfS76HaBkeZ1P511jXlhbkxvGfThDSJPaTANDbo6YznaePrxRz+YWOfh+H3g62Us+np25nkP9DUY8LeCLgOv9nWeUOCAzcj255rpzK11CxtFhYrxww4/SqC2l2ZP3qoRg8rNjr0HA4pOcug0kYn/AAjPg9Iomi06xEiHgujEE+4zz+NU9W8B6LrcnnRW1nG+0bjDFtBx6gMK37q2trWFozvgmznzWy4P4dKna6itYkEU8WxiCcMuf5VPM76jsuhx0Xw28MwW8SXdiHlHDSRSuu78MkfrVS58B+DFm+WwviM4JWRto9Ofeu3GtxRmVd4kzwhO0Y+tZjzzSuQ93IBIuRjYAwH0xSc30GoLsc7YeEPDlpcQXFtpE6zROCpknyCSDjKsuCPrXS3On3V5YPFZ6bDawzKEchEw6emRjIPenfaNQFuVM05+XIJcHA6VXivZCfLuJmlixjy/MAX8qTm+o+XsO0zTYPDlhJFZG2tFmbe8UUzgZxjoM449Kxk8N6ZFNIUtMs/Lt9rLl+pz+8zg89q1o7XQ7gqWd4iWOVAOAPrUUsGjQSssazSsv8SuAOanmb1uPlRVunu7/wAu3MkkJjXb5rzY7etZ7+Fpw/7zVLxSf4YrkE/+PYq1cZE+YX+UcDLAkfjRLczOMYj2nnaoLEZ9zmi7CxT/AOEBuHG4XN/g/wB+TJoq/bzARAMsrHPX7S6/oBRTuwsU1t7q2gEyNIqcbjgp9OtPjuJjtMtzcRgcnaQciqTzyuCJLmWRfR3J/nU1v5zDMaPxwTjPBqbATtHaOBM0sh3H+LIz+tBtxFGsgdVDDICsGYj6VFJDhSWDlhwOgApYVTBDhkYnqBkk0WGaKTREDy5XMncFM/yFasNjGipLdo0g64KFQB+IxWLDFaRYNz5rHPC8jNXVkWebbAsoVOSTk49M5NNCsbRutNBXyUvk55EROD/SoZS9wd6NeRqSQNxUZ/E1WV59xhiv/mHJTb0H1ziklgL5F1JJIvQBRtou2KyLfkrbOi3F/Ihfk4m34qaa/tvJKw3cjso+VSjAsfqKzbSO3W4AjhlYt6x7j/Ote3jUFN9lL5rHAOwqF+uTTV2BVW9nu5Vil+3RHZvGMAke3tVhrBoIvNH9pI45yHzU8luI5i0MI84Hrv3ZP+FX5pJpk2qVjdVBbDjg1SikJsoQXiyxkFb5WX7yjkn9K0bfyrtAzRSptOB5mAf0qnYWrm4PmeQ3d8PuJPuMVpC4gjby0XgcfKnFOK6sUvIy/ETiLRnWLzB8w5Ve3evFbe4juPHc06OsmzaGLDrncP6ivavE10i6E8j/ACJyTvHYAmvCtDRz4i1O4x/q4/M4GcADj+lUwjszoNJQSa4kqcKdvH15P8q9ji0oIAGmO0D7qjFeQ+GIma9Eb5DRKDnAweor2q3X9xHkn7o7+1OIpEKafCvGCcdyetWPIiBDCNMj/ZFP6U1HLlgVIwe9WQPFRuzjhY9344qSigCGJpCDvi2n/ezmpMnuMUveloAQgEYIBB6g1SuNH067BE9jbvnkkxjJ/Gr1FAGDP4L8NXLFpdC08knJIgVSfyqhJ8NPCUk6ytotmdv8LQqwx6cjNdbRQBzT+AfDEgw2j2gGc/LCq/yFS2Xg3R9PQpawCNS2/wCVVBDYxnIFdBRQBHHCsQAXPTH1qSiigApCM96WkIz3xQADisfxJNcx6Lei2RWbyHJz2GOv8619vuaydds1uNJvMySgGJuE7+1TLYqO6PJtK12VvCGtaU9zsClJIRj7wZsMo/Q/nXpfgezFn4XtT8u6ceccHsen6V51oGg6dfTXNve3jWk7f6rj5G+voc9qveF76+tdZj097yQ2Me6IMjHCqM4x7Z/SsovlN5xvc9YdWbozD6GkWM9GZj9WqnHYl1DLezMh7hquLE6gDzmJHritkc5LjjAqrPZiUfLI6H68VZxxS5xTEVUjSCMR7mPck5qwu3HGAPSnE+goBHtSAgceazKHYLjGBSR2/l5O0E8Dr6VO5IQkYyPWoll3IGLYB/u0DI57ZJvvw5/2lbkVUSMxyYjjVEzjczc/ka012kZBz75qOd/L+bZuOew5pNIEzAvdPjabzVMYBPzbCFwaW3htWRQsm11ONpl4I/CtV1FydyrtyOSQDSSW2UHkyeWx/AGo5eqLuVredo28lkijTI+YD7w+lJdz2UashONxH+rjJ/OmTw3cD4S8jCsRjpyfxqEGaVmmmnLbeBEseRx696V2gsSiWOSIRu0fIBUyBfyqpN9lgDb7e33rz8rLn8qlN8BIEaEMm3G4KN2fzp8MELDIt8sSSWZdx/E0tx7EIvxJtVrO3aJunlkFvw7VmvqohuBiyTjsf88VrPp97HLv32ap1/1YB/Oq93PHbASXE+4sMKsPT8DUu/cd+xXWW4vQZY45ARlsqBz7ZPWqzqwb9/HP8wyUEQIx+daC3luBDLFebCykFXk3Bfqp/nVeW6gmwn9pR4J6x2/P50XQamYwtY2KiCbAycuoU/zpvnWhXdGJtuM/KFz+NOuY18wvFczXDZwA6AdP51Ck90sZDq+wsBhXAHtzik0PQEvYflL2URAPXgZHvxUj6pEoAisogSeWUZI+lVZWl3mWAGMMSoQMSw9QT+NPj3rbqzIgy3KlDkehzmkPQk+2XGAGjuVIGMLIwAoquby5PSSUAdlcgUUwM4Wxj8jMTB52Hlowz16fXNWIV86ZI5LheWK8syhT6Z6cHtXMvY3uY3Gqz5jO5PlXhvXpQNPvpLZbeTV7gRI29VCrwfypiOzjtoX3R3NwwliZRyMqU7njoKfbWdsJQ9xHKsTZWNl43N0xg/41xjWOoySGSTXL55D1csob8wKmktL+Y4m1m+lYurb2Ybsr0wcUBods2mJFMFeKQMASuFbLf5+tVbq2WDP2eWR1f76qpDfQ+tcollewymZNd1MSli5/fE8nvTzJeRxoh8QakoUEAmQeuT29aPULHTwnawjubY+c3CIAEGc454/lXR2cMXyqxkEqDFwySAjceikdOK8yjnlY5XxPqYmL/IomQ8kHJ5HoT+dXLPRNSnZHi1rWj5sYcMJsApnGenTOaFpsDPRoLCCyn2GKV2PP31G49cCtSC5mkDA2hARfvMc/N6c9a8rk0q9kkF02ranJmRo1k83O5jjOOPalWO7MkY/tvVg68KTOQR+lPmaFypnp8Vvv+dTNGAeVPIz3q68MMxWQbee4HWvL5o9QgCyy+Jb8pJlgVnBXKnpwKusLy3QMniK/2MN6kSg7jxkD5ev+NNTsLk8zvIxFK8ylQCRwwODj1pIbSOKRTH8pHUjp+NcAkuprJIBrt4m4lgzFT7+lQ3OsX6EF/EV4dvQBIxk+/GMUc/kHJ5m54/v92my26NtCAKx9z2/lXlmjSCK41mXJBIEZYdgeP61o3GoTXMkkB1AzFuXjdsk856Vl6UskSX25VPmuPlYZyOueOO1Vq2NJKLO+8J2qy38r7Ry6JnGRjv8Azr1AMqIoAIHQD2rxzw+l3I8pjvrmBd2f3RA/XHtXTWyahFG2NZ1FlHHzOpI/MUlOy2Bwu9z0DNFcSLi5DDbqN43OAWYdPfinQ+e08s51O9O3HyebwfccU1V8ifZ26nZqc5yMUuRXLFbxkGby7BIyD5nJB9sURxSgf8fV8c8c3B4PqOKftH2FyeZ1PGfelzWPHbXDBGa4n2BR1k5//XViO3cguJ5gOys/Aqk2ybI0M0ZquqFmGWPHUBjT/KUn7zf99UxEuaKiEQUYyx+rGnqMDAFMB1FFJgCgBaKMUUAFFFGaAI2iDdWb86qz6ZBcRsjlyp6jdV2ilYLswD4TsfmC8A+1V5PB9uj77Vgjf7QrqKazADJIFFkNSaOdsodQsH8sAsvTBGenpWxFDIZxM7E8dDxg1Y8xMbtwwO+aaLmJj8r5+gpJWBu5MKTrVSXUIE+8W/I1StNTWV+S8YzgiUYAx6Hvn+lDkgszWxggUh3bgvQDnNR/a4C5TzVBxnk4oV1IwZFx7PzT0ESSMyjKpu/GkZdyEHcPoeaQyRheZAfq1ULnULeLcr3EkZzgYOfypNoaTJmE8catEA+eofjH5VI/2ooAohz75rPW7t44zEb2ViB95n5P04qp9vSXyjb3N+VkB2ttJGfTpxU8yKszTSGT7SzSyMM9ACcY/CnTo8QZol4AyS2TnHYVlR3EM8yv/aN2joPuMSFOOP5g1nXWpRwSwBLnVnkklILLllweOR6DtUuSHys2UzdL5sgZCp6mMfe9KJIpmuVmDyeQVy20KCv6Zri7y5lst9rBqfiGVkkzuVlwDx3I5HP5ZNVLe68Rw3k8n2jUPKdfle4uhyM9ANpH+NLmK5TvYoTcQO6ggAllR1HA79u9QTF0QxgW+wfOBvKhQemex+tcgsd+sMiPqV8gdyWC3RyD37cdahSzZFmlOq6ruaMIA10zDZ+PQdKnmCx3EMc6LKDLaSIBtIc8rke1Z8zSQyLGIoAysccFgM9OPQ1gWryJHLF/aN00bR8l5uVVTu+U46np+NMs7mK01F76Wa6u5HYfLNdEr09Py5pcyHY1L2aWSHfGlksf3W8tGOcc9Cfb0prxTRL5pu4N+M+WkYyAcVi6zdy3tyZAkuyYiTZFOyj0OMdM4rIvPtksnmme/jKKDEIWbnPGOOAQPWmB2y3FzMjolzBIVAwAWGM8elVCLgRP5jhOQrYBwSOx4JJrj2WaQ7pZdVkZkUM29xxjO3qOQfw4qawaayv2kP2qRTypYy4Jx0b5uvPUdx6Gi3mBvNO7SFFmlfGAoyAOnbAFVpBOHYJLIxAzwRn3OBWBcXOrfa/Ptop4I3AxE251+XswJ5znt61HLfa/IXDBwm4twW5BIJXjtx+YpWGdFJqFzFsUXbMNoOUVT+fHWiuaVL18mWW8Vhx8sjDgdO1FOwXHS22pRlS3m7vv4e6K7XPIPHUYqRdNvIE8yYnzB8hja5Ylf/rVfZ2cguckjknqaM5UHd0OKnm8gsNt1unzmOJsEdz17D9DUokkE4ZEVCRtPzevXPHSiNjGdy5D9iKUc896XMOxXubcSKqiJSQSSwmYZP4dhRb2cuRCRtJUqAbh2yCc7fzq5G7RMssZKsoPzDtSPvVzu4b3o5hWHxR2O+NRbrEpXbIzrvBPXPAz1qaSJrdtqIqEADA6e3TtUCEkAgVOj7X37Q3ykYccZxilzX3Cw5kdI8NJCwYhg4UnJ7gH9aeUilicsFMm7oRkYx1z9ag5J7496lUY2k9M8+tHMOwnkxeUXPlkA9Np4zWfNrNvGrxJFiTHSQbfyyD6VokDccHimy21tOpMsUbryCCOuRQpBYwTd3k2fOkVImOQsKt8vtnoaJdatoWSE2+SPvSmNm5+m7+lWL3wktw7rayxRnBykh2oR3GR356VUt9DvYVVDENqEL8rgD8sD+taqSEkupn3t/K++W1t5WkcYAVASfwHT86q6VNqEPmyX1u0Y/hjKgsePrxXSf2RcsRviT2LOWz+HFX7TRLdZ8z5kVfugYUHP05pOaK02JPDl7HFdgKoaJxubOT26etdpHdWpSGGSMxyEHdsG4c/d5zWUtrZwKhgtVjI4BGMkfXqasafIBP91SctjOOynH+NRzaktXNPdpxSMPIUO75wqkn6Zqmk1uL7zFDeQmTgDO454pLp4/s1uoyAFOcEdcCooioDEtyBxj1oc3cFE6BdW08gKsTEDuUqSLWbUuFMZUZwCBwKxbZ4xDIpHDdz1HFPidEKNkffAIzyRVe1YuRG9/atpj77HnGApzUbaxGH2rE7DOCcY4rDZzlsEj5ievvUsZIYYlA59aftJE8iNldWRpQvlOue5/wqwt9EyM2fu9qxWyJVImUt65zQXYHibAA69arnYciNuS8iRFYnIYZGKWC6Sctt4x61hLN/01B55+Wp45FeP5JeQuWJGMU1NticDcDqSQDkik8xd23Iz6VhvcsPmV8fzqaO5WOBJH28k4JXnNP2guU1hIp6Gl8xcZzxXPi6BBUsQWOQQo4/WpnvQw2B2HQ4VRx+tCqByG0WGcZpC6YJyML19qwZtR3xRoC3A+bgcmqp1KXyVUPINmSGXbz9aHUQKB0zzogUlhhjgVBc3csSjyog5xlstgAVgLdNMhdtxI4yGUY+lZms6vIbC4R4/MZUwuZVXA45z60vaaDVM6i5vNSSVkhtVI4CuW+Xms+91bUbXSw0sca3RkZdobqAM5+lcDBqdy0l0jR3fkqVKI10OMcjn29qrLqrXV4Z2SZ5I/lMZnysm5eW3HgHIGfXPFRzNo0UEj0RfEEs1unlIV9SwBPTj268VLDq91LEI9sSy5ILevPGP89q5OzvgbKNhGqn3kBq9YXXmkvhRhv4WzUqbBxN1pri5Rw02CpG1R3P1qs89y5VRM23O1c4HPTmljmHLMpzj9fyqs7AEcZO4fz+lNyESfb7thgyk4AA4HI/yKV7q7HHnEnGTgjv2qm7ncc5/EVKJTlQNxbaAMVKYyyWuUBInYHZu4NV3nupOWnck+9TPMwZsI2PKx6c+tUcvt4Vjxzj1okwGS7ox5hYj5t+cn73r9ajF9LbqqpcPHk7goY96WdnVDw3P5VVlcuqL0Cgj6j/AD/Os7lJDxO8rKwkLEArkv8AXPWmySOiiPzSFI4AkP1qOMkOCqliO2M0rzEYJ+Vs8HpgdgPpTuBA06TAMxLAcgsSevHGagEsDjYVyin7pHA/Cnuybfvc4wMdqQy7tyhxg4OAuO2KYWEZ4WDNtBwcHI65qNp4lyqqD8u3gZ49KlODHsHQEkUxvmbPH4CgLDWliw37lAM7vudKY1wgOVTAPotOCndyKCNvIHNAxrT8ZKn/AL5oE25GGw/XbjFBLddtBbauc49aLgKrg8kNwfm46D1prSNHwVKk8dKQMSTzjjnimFhjkcD1oEHm5OAKaZMBjj7ozQXTPTn2o3KcnHSmAhkz2NFAkUdCf++qKLjG44ycUq454HPT2poGOuKcMZ6/lSAd1AUFRjv60BeThh+VGBnk04FexINIBVBAZA3B5YetLt5DE5pAx5y1ODhQBu5oAesrINq4wVK4PoaC5z/hTQxPc/gKeCSBycj2oEJuPcGnhvakwe5bPpTymRg5HvQMbmlD4Pp+FOSIAj5ifapTFjoT+FAEaPu4yCOwqZM44pqxnGBkU5VI/wD10AOCnng0oGGHFHT+IfnTl2kjJH50hFowlcEp97uG68UQRgsOzZ657YoIUgDehx3ElJE6BgSV6/3sdqBE7QR+WDk4I4HPHT2piRISc7vwFPkZDGmNp7fK+cdKamAp+dRxx81D3GSpFBg53/UKacqxJ0L5z2FEJXYclc9svj+lODDjjPPXf/8AWpiIy33vvnP51JGxHRZAfZ8U0yEs2QeSehp4Yjg845+9QDJY2kLfef8AGTGKPmyMlj/20oDEODtyf940h5zlFz9SaoQoDbvvLj03VYjDBANqe374iqwJI/1an8aepXYxMKH6E00BI7OEzwMekuaQuSQNwUe0hNVyQMful571N5gBGIkHHqaLgL9Zx7HeaXB/5+Af+2hpizDOPKXJ9CaeZscFRn2Jo0FcqXDkD/XjP+8f8KzZJwI2VrpVHbLsAf0rSncuSFUk+xNZjSz7toWYKchh5rD+QqWUiINEUAe9UDPzDe4/pXM+Mltl08yR35jkAO0EsAx9Aa6cSSFNn+kA4I4lP+Fcz4oa4+zhVlulO0ggTAlh1PUemaa3GcfZyOrXpl1RiwiBVllY7jjnBpNGxLqkSy38xjdGYqZiORng9s1Fk/armUNPIp53B/mA9zt6++KhtZkTVo2L3hOD1Xke3QVt0IbPWdMitRpURaRApPXzCBV7TCGeYKRsV8L83BrB0uRZdEikaGbLdDzk/hWtoYIhfPOWz0P9awLex0scamPkY4/v1SmUBgMsDn1q5GFxgq3Tg7aqTMm48D/vmqdiSFkGeCfxNPUDI5P51GxUkYH6U+Nl3DPpx8uahNDJ5QCvyr/D131RPGeTV2Rh1P8Ad6bMf1qi2COOc+1D3BDJidvH5VWDEnqfpViUgj/61Vm5NItArkHqR9KazEnq340bB6011zjn9KYhpU9QXqLLZP3qdjBOM4+lNPfhsdvloBDwcg9aYRnnpSggg4ZvyqMkHg5/KgGOzzgn+dRuVyTg/gDTgqbuRn60xtgHT+dAxuUx0/8AHTRuG08fhilwmMlaTaOoAFMQgG4EhcUEnGdo49BTth7jH6Uw5HYe3I5oEMLNnAjP5UoY/wBw80pPGeAfciowCTnev50ASAHHSiovKU91/P8A+vRRYdxvyAcZpA644Bp7DacUxXBbGP1oEPBGR/jTgAe9MGM1IMYzigBw24PWlBGfSmhh029felUru6H86Bkg+U/eP5VIHA5z19qYqrgcH86GYDHy+3WkBIJOONxzTxIxXGDVU3IQD93nP+1TkuQw/wBX0/2qQFgM2eAR+NPDSH1FVjdbf+WefxpwvyOBEOvrQwLIZuM5/OnAv6DFR/aTnG0UNckA/KOKAJCD3UGlUEHOw/SqEmqyJ0jU/iavaZdPe/eAXnHFDAsCUgZ8rBx6D/ChZSpP7sn05x/StSbThGqnzCclR931qKG0WS5eIscK+wHA9M0CK7XO5FVYyqjsXzz+VLFcFVJEZGRj7+P6VcFrF9mjf5tzk56f4UggQAkliAenH+FMLkcdwwU7FKk/9NKBJKRzIQB6OaUFAzAhyO3I/wAKPMjQ52yHB/vj/CgCP5ucsevXJp6k9nZT7MadJPC7OFhdew/eZx+lRRy+ScsC49A22k0BaQsq5eRz77moDjfjzHJ/3WpF1JPlJgc/WZqVr+J+Psoz6mVj/WqvGwtRVcnIy4+in/GlEgxkmQeuEyP51C0y54hUZ9Gb/GmjBbIHXsSSP50roLFnepGA0pH/AFz/APr0oO7hhMOOMRjn9ahBwCAkf4r/APXp/msDnZF0x9yjmQWJVeMDDSSqRxyB/jTpNqgEXMmCehYf41UJzztT1+6KQyNgfd/BB/hT5xDbiYYOJZ/ckj/GsqW5to18x7ucdcDeQT+tX5bh1YBdo/4CKzbnUL9F+SeNR0x5QouWkQ/bbcrlbxye6mZq5nxXqFuufIlWVwMYFywI4rTudd1O3UgToRkDHlisTWfE2sLbeYtzGCp28xA5GKa3E1Y49bqWVnHlBSwOCZz+HeoYZmXUojNECcYbZcuxLdd2Qc/gOK05dS1C/wB7zTxkuAGxF1A6d+1YsH2w6mI4r+WJmH314x7cGt0jJnqOhIkukQA+d9oBOQzOQPw4NdNo5cRujwhCG4IJOR685NcPotxdr4fAW7mE6Egy7zyM+ma6zwq8z2rieUyy5yXxtz+FYS0NFsdQqDHKS9P7p5/Wq0yEHOwhSeCVNTbSFJ3se2Cagxknk1LYEbAKedwI/wBn/wCvQCDg4J454/8Ar0ZB7d/WjA/IUrjJmVtp/ct93qf/ANdVCMcgGp2UYU4HNQSAJ2zQwQx1YKDULh92RtxT3kXaMpkH3qHMbNjy/wDx40XGId+QOMfjQyP1wp+pqRVTPC/qakEaEfdouFin5ZPOF/Wo2R8nCj8jV1owvI700jA9aLgU/Kk54X8AaTy5AR6fSrLDNG3BIzx9KL3CxX8uTr/Smskhq2DimljzRcLFPymxSeScf/rq4T+dMzyBz+dO4FPycc8flmk8pieiflVwsCcYPHvSDHp+tFwsVdp6bVNJtPPyrVraM9Ka2BnjvQmBU2y/3Y6KtDnnj8qKdw0P/9k=", "path": "/data/wangnn/datasets/waterbrids/waterbird/066.Western_Gull/Western_Gull_0036_54329.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 3812, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/066.Western_Gull/Western_Gull_0036_54329.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/066.Western_Gull/Western_Gull_0036_54329.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/006.Least_Auklet/Least_Auklet_0035_1888.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 283, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/006.Least_Auklet/Least_Auklet_0035_1888.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/006.Least_Auklet/Least_Auklet_0035_1888.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/169.Magnolia_Warbler/Magnolia_Warbler_0137_165507.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 9906, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/169.Magnolia_Warbler/Magnolia_Warbler_0137_165507.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/169.Magnolia_Warbler/Magnolia_Warbler_0137_165507.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/108.White_necked_Raven/White_Necked_Raven_0063_797361.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 6296, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/108.White_necked_Raven/White_Necked_Raven_0063_797361.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/108.White_necked_Raven/White_Necked_Raven_0063_797361.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/054.Blue_Grosbeak/Blue_Grosbeak_0036_37048.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 3113, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/054.Blue_Grosbeak/Blue_Grosbeak_0036_37048.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/054.Blue_Grosbeak/Blue_Grosbeak_0036_37048.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/002.Laysan_Albatross/Laysan_Albatross_0040_472.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 110, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/002.Laysan_Albatross/Laysan_Albatross_0040_472.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/002.Laysan_Albatross/Laysan_Albatross_0040_472.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/049.Boat_tailed_Grackle/Boat_Tailed_Grackle_0043_33595.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 2793, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/049.Boat_tailed_Grackle/Boat_Tailed_Grackle_0043_33595.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/049.Boat_tailed_Grackle/Boat_Tailed_Grackle_0043_33595.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/128.Seaside_Sparrow/Seaside_Sparrow_0048_120758.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 7490, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/128.Seaside_Sparrow/Seaside_Sparrow_0048_120758.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/128.Seaside_Sparrow/Seaside_Sparrow_0048_120758.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/009.Brewer_Blackbird/Brewer_Blackbird_0026_2625.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 437, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/009.Brewer_Blackbird/Brewer_Blackbird_0026_2625.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/009.Brewer_Blackbird/Brewer_Blackbird_0026_2625.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/119.Field_Sparrow/Field_Sparrow_0066_114109.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 6955, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/119.Field_Sparrow/Field_Sparrow_0066_114109.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/119.Field_Sparrow/Field_Sparrow_0066_114109.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/171.Myrtle_Warbler/Myrtle_Warbler_0007_166897.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10067, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/171.Myrtle_Warbler/Myrtle_Warbler_0007_166897.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/171.Myrtle_Warbler/Myrtle_Warbler_0007_166897.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0003_29094.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 2069, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0003_29094.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0003_29094.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/184.Louisiana_Waterthrush/Louisiana_Waterthrush_0042_177551.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10794, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/184.Louisiana_Waterthrush/Louisiana_Waterthrush_0042_177551.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/184.Louisiana_Waterthrush/Louisiana_Waterthrush_0042_177551.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/162.Canada_Warbler/Canada_Warbler_0091_162378.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 9496, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/162.Canada_Warbler/Canada_Warbler_0091_162378.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/162.Canada_Warbler/Canada_Warbler_0091_162378.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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UxRV7+zW7scUHTuPv0AUM0Z5q5JYMq55IqM2bhNwz9KAK9FOWFicFWH4U4wEdC35UARUZNTpbMR3P4Un2cscKGz9KAIM0lWGsrjHyoaZ9iugeYz+FAEWaTNSi0uC3+rOKclnM77SpAoAr0VebTX7Mfxpq6bM44zigClSHIq+dLmBwT+lPXSHb+I/lQBmUZrUGjtn5nNPOjEDO40AY5pK0hpTliN1O/shgRySPagDLpDmtKXSmj7nJpg0qZhkfyoA0ZnYIACoPvTUViMsUNc7qF5ETj7Vu+hrNXUlViDO/HTmgDuvKVkyHAPtSBEDf6xTXGR6sckC4YA8dapz38ySECdipoA9BEMayb1dc9xUUkKSucyqK4iDVnU/PK350v9oMG5lbP1oA7MWsP3DLyPela2hyQZdp+tcV9vbzfM85vzqGfVLh5SWkYj2NAHbR2NpI3EmSPepHs9OZTuYMe/PSuJh1R4pVkVmHrzV/T70G4ll3fe9TQB1AstKEeA4H40qW+nRpkuD9TXDTXTmVhk/MSevSlklkcKrTYAHY0Ad59o0zhTs+lNurjTUjV2C7s/LzXDrAzx70m+YVX/tQafLJd3m6UW6llA6Z9T+tNITO+Ono9hcTyAHEZCqx4UkfePuK4xbyTT9HaC7uJhOsflW9woG9QewzVKPxrc6naGGE7Yp5PlIGMID1/Ej8hXJeMNZ23QSKRjtXgeh6H9Kyl7zsWvdVzZ1LxHA8dpHe30k1wCTI+eCAMDj1/wAK5ltZtotRldLhnWKNpHYtgZA+UD1OcVkRXH9m6LPd3EaNdXRCW4lAJCfxPg9OwBrl5ZSXLZ5PrVqPcTkdPD4wnsTC8UrTOAC7Skklv8BVDxD4gvtcuXmnn++cgAcAen0rnXb3zTTclRg8gU9ESSuCDkdKfApcNuJAxyR2pttc27SKJshD1wcV1d/o9qvhL7bayrI8YBJXupPIP04NXHUTdjk9wMma91+FOoxWPhpDL1Ejgfn/APXrwZDuk47V7N4Uhe18PWqMhBZdx49ef60mB6TJ4rjR22oTjpUB8WzM3EWF9zXP2xDToJUwhPJqbVkhguQlqSyFQTUlG0PEcr5YgBfrUyeIGLYKcYrkBKwjxtJq9FP5kYRU5xQB0w1xRCWPX0pn9vAksE4FcrOblYx8hAz60tvdSAlXHBoA6yLxArR4kTvVqPWrc43ALnoDXGyT7o8pw4PQUrXLyJnBJHWgDtjq1nuwSufrTZdZtIx2P0rhJnZcSIxI71LDcNM0cZ4Hds0AdO/iSFHOyInNL/wk8OCVhIPriubmdLe62wsZEx3Peo7i7d4gvl7SaAOqi8TxNjKciri+J7QjkDPpiuADSLtPIpY5ZBdh9pPtQB3E3iK3dBjAP0p8XiC3UD5QT9K4KZ5mui3IGelWxcnytrAjjrQB2w8QW8gOAKkXWoSuAuK4SS/f7OkcKncOpp41WdIBGsZJ/vYoA706jGy570j6nDGmS20n1rhf7XukQFYx+NVrrVLu5XBUD8aAPQDq9miBmmX86cuuWch2iVfzrywiU8Ekj60oSQHILfhQB6d/atmHOZUpF16yLbRKvHfNeauJCvBbNRBJDxzigD099fsMktKmfrUDeKLFQR5i4FebGCQtjBppgkB5U0AaH2FcHDH86Bp+cc8GulttIi2N50g3djSrpCKMC4HFAHNjT8Nhjx61K9hFgEMTW8mmxByJJ+ncU1tNgHSfigDDSxizkk057OMt8pOT61tCwtgOZs/jSpZ2hz+95+tAGI9ioHHWpEsoTF833q2VtLQHJkJ/GpTBYqo60Ac8LEsp4x6UR2rIRg4PfmtwQWok+8SpNTpFYqx4yaAOfayB5zz1pBZbuvPtW5ttFkY/pRi23EjgUAZotwkG0Ahj6VzPiONEsJzcM3l+Wc7Rycdv1xXaXk9nBbGR+w70mmS6c2h+Vqmn+bLqLNsRwMtGuMH2FF7K4t3Y8ot5GxHPKpjUR7UjHRTjGBWXNJZXWqxm4LOse6acA8YUZ2j68DNes+OLnw9Yacv2i0jR48+XsO0qT2ArxLUdXt5dNkjtLbbcuxLkgHbH7HrWUNTSSsZuqanJqV/LcyKqFjwi9FA6AVnM+aj83PemM/etWzMHbNRNzTiwNMpAN71saXrUljbTWr5eGZcbCeB2rI6c11vhLwVda9MtxcK8NiDy3Rn9h/jTTaegPzLPgHwlL4h1ESzKVsYmBdyPvH0H9a9zXS4d3lR4VF6AVX0qwh0y1jtoIUijUYCIMAD0rQz5TqyjmgERppYX5Wf5c9xStpMaycycEVIZ2d8MKS4n2OqhSRQMqXOnW8aAJJk1HFaqCMHGOpq3G43FvLzn1qTaT/DgHrQBV8gsQu7dzTJdPYEHjGewq8Ifk44PalMch4J4oAoQ6cZSyngLUf2ZkLAjAPB4rWjV15DUNAXHJoAyorESDC9KelmASpwD64rQSLZwDQYRjrzQBSXT/mBUZA74qeTTVdQxYZ7ipcSAEBsCkeNmUDeRQBDPaRkIqqMjrVU2WX4xmryxEHJagQ4bO45oArfYSuTtGacumtImeParGz1c04KdvDECgCt9gWJSXYZqFrVWJ2NV54A4GSTSCEKOKAM/7G+PnbFNXT9x+aTFaLQhuuaZJb8jHFAFJtMTqsmTUa2flsSTV4W4B4NONupGTQBUS2iJy5qysVqzfMgAFH2dc5oNvk8UAOMNiwbK9qptDArAgZGama2YHgmmmFwKALs8OWADtj61FJbYb5XPT1qYvmm7qAGxW2WyWzUr2qkDk5oWXHQYpTIaAHRxRIu1lyT3qMwIj8dKcZCxGaa55zQAzyVyDggZqxIokUBhwKYJiITHjgnNG8kAGgBERVYECl8sby6igNigOcEA8GgBjQqSW7mlSIOdoHWlqlqN1JBGkNuu+4mbYijrzQDL+jQR3+uyW0lss9tHGd7MuVVuMZ/U/wD6qwvHfjmwtEgmtxuVEYRjHLckcHsOM/hXZ2OnR+GPC93NLJuuZVLSyFuC5GAB7f8A6+9fNfiq/wDtF3FbxtuitoxGvvyc/qaGk9Ai2tSKe/1XxfqY+0yF252joq/5/pW14R0ONfE9ykqqywgqGYZ3jHP+frU/grSHjs3uyrNPMwjiUdcdc/yP51X0u+SPxJqLJcOiLIFQgFl645x2pScY2udOHo1Kykqau/6/Q9Avvh74e1CIbtPjU44MTFMfgDiuU1f4PwFGbT7pomJ4WXJA/H/P1rutL1uK4EUO8OzcBwf0NbJYjmno9TnlCUHyyVmeAXfwv8R28uyOOGdN2A8bHp2yMcVb0/4Ra7dEG6lt7Zd2DliTj1GBXuo5FGBQI8+0P4S6PYP5uoPJeyDBAY7UBHsOv4139vZWdvB5ccKKB91QOKd9KOnagBwXBBI5pfl3DPNN60UAOYLkkDimMBS0UAIoFScHqajxR360AWIWiGS/4VMz204y+VI9Ko9u1FAEhMYPykkdqVXAJqLAoHFAEoCjqaVthxioaDQA44z1pSBio6U9OtADlCg5pxZc9KiOabls0ASfIetG9c8Dimik70ASmZcdKYZAR0ph5pM0ASBzSq43ZYZqLdSHnvQA9nBc4GKdvBXBqIGlyMUASAoKaXXtUe6koAcX3U0nim0dqAIvPbHQ0n2g+lJ5TEdDSeXzyKAJBcCni4WoPLAPFLs4oAm89aXz1JqvtpQuD0oAsecvTNKJl9arEUbaALXmr60olT1qptpdtAFpp0RGZjwoyam8OWtjd6jb6i9yZJiWSKMjADj+Zwc1g6rKIrNxnBYH8q7LwJYfZ9DgeaJUmJabB+8A3APt8tPoT1sUPinqCWvhV7RRud8Nj0A7183W1t9u1JUIygO5uvT0r034teJDd6xLZ2srbAoRvQr/APrzXH+D7RJLh55j+6iBkf0x6fpRsi4pydkdReXsumaNFo9oDHcXEfmXMqjBRG6IPQnAz9KwdB06KMyyKuzfL1JzwvH+NaN1LJMzXMh/eTZY+3oPwHFXPDOkte2kRlVliDlm9evA+tePJ1MTVcY7fofeRWHynAxnJLn19W2rf15G94fs0+1G6IXABC5HP1/z/wDr6fzF9RVGKFYkCIMKOmKf5bE8V6sYqMVFbI+GrVp1qjqTerLZlX1pDKvrVUxsOoNN2jNUZlszqO9J9oSqxQetKE4oAsfaEpDcL6GoMACgIDQBN9pHpTTcjNRlcGjZQBJ9p9jQLk+lRlKCmBmgCT7T9KX7TUOwYzRtGOtAE32kdxSi5U9qrhc0hA7UAWxOlO81SOtUh9KOaALu9fUUFhjrVLB96Mn3oAueYB1xTTMuOoqqAzHjNBhfGSpxQBa85fWgSp61Swc4oK0AXfNX1pPNXuapbDz1pNh9TQBd8xfWk3r2NUgp9aXJHTmgC4ZFHekMgx1FRw3RiXBiDfWop5TKchAv0oAn8weopd+FycfnWfgg89Kc2c8E4oAtGYUecPWqWD3pD9DQBobz0BpNx7moGV9/ytx3p68ZyaAJMijNN7+1GcUAOFG6kB70nfNAD8ikBBNJkE0hxjvQA7I70D5s7ecU3k8Gobm4+ywO68H1NAFaK0bXNchsU3eW5O8jso613mtaqmheGb+5lVUeL/R1ZeC3YH9ax/DEAsvDh1uBUNxLu3vKcBUB4I/n+Nef/ETxTNqNnYaRbuJLkL5k0m7rnJGfTik5a2BR0ucL4j1kahcExxBVQY3dS31NdX4L0RpfDivOpxcEtjHbPH+P415yymSRYc5JOM173pNm0OnW8KqFCIBjpinayHzNO6M9NBjV1bCgqcqSK2UtoIExCqov91RUjxNFy2PwqM0lFRVki6lWpVfNUk2/MU4HNKCeobmmdRikChckCmZkpc/xNTjJGExs59agBJ/GlPAwKAHcUZHam9RRnmgB3HU0be4phHvTscdaAFxQetNDbeTQSDjmgCZJChB4P1qQTeYQG2qPWquQVOD9aM4X1oAtyxRKMrKG9hVXK54FIG+U4pmcd8UATAhOeD7U5pkx90CoOTzTCylwpJzigCZuOfWmkEH2oUhu9OJGKAE4HrQRyaN3TAoJoAQEg8GlLNtxk0z270pJ2nFAAcUuab2+bg0DGOtAC5HrSfjRx6UnGc0ALsFN2CnEjHemHO4EHHtQAuGHYflQV56U8SuvYGk+0APvkUEelAEZXPQUeWeuDVkzwnJEOCOnvTHvG4CAAfSgCAjHUUhANDl3YMSKTHrQBIMYpVApuRjOaAM9DQA453dRSgd80zHzYxx65p27CnAyKAFBpC2DjHWkLEYwuQep9KRHR23BulAEgApaYJFB6jrihX3ORgjFADwawteuDLLBp8TfPcMFJH8K55P8h+da1xcx2ts8zt8qDJrB0S4huLq4v7qB5XYbUKjgCk5cq5gS5nynU6jMP7EntEuGl8uMAhDtRPw7mvKdbtot819NMIpiApSMcFQMfma7a91+G1sJ0t0AyCzHHfoAK4Flur60vmij8wqm4sSAIx3JJrCkne7N52SsjJ0G1OpeI4EKkIZVGNuQBnn/AD717fvKYABx2rgPAGiKix6g4VnwWBz0zXf4JbOTXRe5gPDZ65yaZK5TAAyScU4ZANJgE5PNACjpQTgHJxSBeSR3ppyDyM+1AEhOWGDxijvTVIx0owc5xQAuQATTcMUwpx35pwHHPSlAwAe1AEYJCkvk/SnZJUYpxKqvPSgunBoAaRx0zQcg5B/Cne4NJnoKAGnOQM8HrSjC8Y4pzdaNpKkjrQAzcQw9DSnG4AinDjk03IzyaAFAIJPBo4JJ280KcHrSeaPUe9AC4Ax60dKAyE7smlOCOtAAQTSYI6igkKOtO3ZA5oAaFBFNK/WpAKaSc0AN69aRyEX5Rk049setMYFcYoAhM0w4MeKUPIV4SpeTn+tHQdKAKAubp5TGEwV6nHGKk+0PC37wEk9gKtk55HWgHnkUAUzM0b7mzg9vSq1w8k10oO8RDnitQgZ+bBpDgemKAM95RByJ2YHtjpQl47H/AFTFR3q8UQnO0Z+lOIGMdKAIIZWlzujKjtmpRS4AFJzn0oAeQCcfpQ2ETOOKXPOcc08EbSGXPp7UARoyuOAfxp4UDpxRg0claAAgFcYzUa20WQcYxz1qYelAI70AMaNG/hp4FGAPxrN1zVF0+0WOH/j5k4T296BN2KGoJNrepR6TYgkZzIyDn/I5rX1K0k8NaMbdUT7o69qs+A9MWxEl/dOxuJP4O+Pc1z3xE12O61IQRSq5QYKr0U+571hN88rLZG0FyK73ZyF9crLAwkJxvycDr6CubknuTcNbRytHFcMBIqnAZRzitO5fNoRuOc5PvR4XsX1LXo5GUmNWwOhHHJ4/KtoKxEnc9R0O1+y6fGpUAlRmtLoc01QFRVxnFLnk8YpslCnJ+6KTHGO9JuycA4pQRnrQAoXn72B603BJOTS7vbOKCMDPegBmcDrj3pcEd80gOQP5U2SSKCMvLKqKPU0AKWPTqacucAHrWFdeJbOLIhV5WHcDAqhJ4quMkpBGoPqckUAddjJ/xowD24rhpfEOoOeJ9oBz8oFQtrWotybqTB96APQB3x0+lA69DXnP9q355W5lPr81Kurakp/4+pAfQmgD0UkZFIfrXB/25qSgZu2A7U5PEWqAk/aQ31UUAdx70jENn1rkI/Fd6v3lhcgc8YNWovF6Hie0Kn1U5oA6XbletNaLjNZkHiXTJgAZTG3o4rRXULS4IWO4iYn+6aAHqMDGfpTiMHmkI744oDHGSKAHbsLnrT8gjpUYPA9KCQH4zigCXcAKTAPeoi3qOKTpyDQBLwFK00jAFNDnpSlietAAVyMg00R99xzSk9CeKrXWo29oyidyobocdaAJyuCaavB5qrFqdvKrPkhAPvY61aRlljDrkg8igBpUMTnP50vljaMdqXpmjOPxoAT6UHnGKUsCMdKjOQeKAHsecUuR3poPNJQBMTj71OB59RTGQSABuKcAMYHUUALnmjI6UA5z6CkyR2oAduAJAH403OQaBg8HOT3ppIHBPFADbi4jtbZ5pDhVGfr7VzlrayaneG+vW2r1AP8ACOwFX724tzfwm6J8pRuUds+9VL/xBA8hW2gLMeEjFRUk4qy6lU4qTu+he1PWRa2myMmOL7oA+9IfQVweoLM95JLcoI2bBCKck+lb0u6FhcXRE1+4/dxj7sYrmtaeRAZFbczcNJnqfQCs4I0kzIupHeXyo+WJwMeteheB9MFvbSXAGAP3anHU9Sa4LRrSS4uzIUPy/InHc9TXsWn2i2NjFbKMBF59z3ro6GJaU0HrkEYpDx0pCM+mKQC547YNHG3PamM6xRMzlVX1JxXOal4qitsx2ieZIP4z92gDpiVjUu7bUxkljise88TWNsWSNjMw7KOK4y61S8vstNK7D0BwKq5HY4OO9AHQXnii7l+WDbAPpk1jy3M1wxMsjye7GqvnYyzHNIJC2SvagC2uflySR0x7U1gCeuTUBkk2qH4z12g5xUO4Q8ly46nA5AoAu7NyhiRn2NKx27QxCg9+v8qqBih2jbkgY3mn7ykoBkRH/u+tAExxnoR3yB1o3nd9OuarNeKSEaTcQTgKec+lRm9XzGTBJUZYnuR2oAu4O8gLn1yelNbcGA2sevSq4u4ynmOQpA+7nnmrEVxFcYMLgsB8yA88d6AJQQoIKYPQA55pxUcBsfU1CZCctyMjcpB609XCkM+DkcY6UANZAHYJubHQgUJuwCoZW6jFSqNoJLBQeevNLkYUFuMj5R/WgCzb6td2gDiaTg4GeR9K3rPxUsgxdQEerp0rmWkCOD5igcjHUYo89RHgJ7ZxzQB6Db3MF0oaGVXB6881KeGxmvObdruCcT27MCp4A4zWnJ4uul+R0iRxwd3U0AdocFSB1zSLx8p9a5Cy8YOZlSdUZC20leCK63IKhlIIPOc0AKww2acxzxTSdw60DC0AKcEYNRyRpJjcitj1GacTzwaSgAWOFcARKPbHFO3DOMDH0pnOacoBOKABueKQnihuG7UKQw75PFADeexFKORz1ppBWlz2xzQAY4JxUTEjgAmpgeDuppBzxQBP8vWkyMcUm4Yz600c9KAH5IGAeKUtk03HvTjgDIAzQAnTnBpScqS3QU3vwaSViInKsM4wKAOT12c5KJ1zjNQaXC0afuE3TN1c9q6k+EiVge6kjEkvQF+KkOgysWgi8vCdVRgPzNc9aabsjopRaWpyV0BGjYYkn/WS929hXN6sk0csakf6TJ8sMI/gHqa7HXZ7PQoi8rpPeYxHGh4Wud0bTrrUrx7qTL3E33j2jX0/z6VpSXUzqPoa/hTSlWSMnlYRkn+83r+ddrwOTxVays0srdYowMjkt61zPi/xBPp1zFbRSBQyEt71qzM6KTVtPWQobpAw6ism+8Ti1lZYrVm9GfjP4V53c6x5jb8Df61Uk1S5YH98+49yc5FIDrb/AFm81JyJDhO0Y4AqjxI21T8xB6mueXVJADuxjGMY7+tSHVn2qoK4Q+nJoA2iJCuM4PvTRGWP3wwPQdTmsJ9Vm2su4AMRyeuPSmSalK8nmbyrY2jbxgUAbsssEULMRuAbaOxJqncX8UTjZnaBkj3/AMKxGuWOcknPXJqBpC1AGrJrM+7iQj19KrvqEjZ+cgE9j1rOIcnIFKUcYoAvm9kOQxJz+lNN0ScliTjqapc+tIWI6mgC8LtkwFYjnPHFRteuT94nnuaqA5zyfapFiYjrj8KAJvtbMDwM5696nS+dHDp8pAxxVMxMKbgqeeBQBrR6rOjKCQyBskGrf9tn+JASDkY9PSsEZx1o3kcCgDof7YicDejbx/D/APXoGrptKlMH+Fh3HvXPbyBSb2oA6D+1BglFQDPOe9Q/2jJuDGXOzOB7GscMxoGc9aAN1NXZYfLaRmQNkc4OPSs99TkaRjydx4B7VVUU8KG60AWFv5dwOeldto3iMQ3EJmf9y3D15/PH5W1l6Hg1q6Bpd3rF4sUIYRqR5j44QetAHtCMsiB1PykAindeAM8VHDF5UEcS4KxjaKk6ggdR3oAQHbxmhiD2poY9TS7gcBT1oACSDyKQjHODmlZlYHjkd6ikdgMrgsaAJPvY9aOQBUcLtIC20qwp2Q3OSaAHE54xSEhjmkXIPQijaMnAFAC55pN2STnFIMOuB1pRkcelAD8gtyMUvAGQcmmGTHAoV/SgB+ePSlbgAiot/ryaUnPIBNAEikYOetQXYkKKVGQOtTZCnP8AOkM4xjJIoAyrfTrvWLpje3flQRHgbsHH9Kz7+z06yuHa1uLpwTgyglgPwrau4TNkxqSCMMo71CttJFaC1jjCxn72RyazlT6ouM7aM5cWFtf3apawySPn555ew9h2rsdP0+LT7ZURMN3Pc0y0gWFcBMAegq3vjBBaTH1rRKysQ3d3JAxyeOa88+I1uoubS4UfOylWrvJrxIYmYMpPbnNcV4phN5YmV3yYjuFAHnjRN2OKaFI6mrUp+Yjt2qAmgCIjrSAUppM0AIR70mM0pIpucUAGAKSMBnJP3R1pCcmnKf8ARmI6mgC3ZWN1qXnta+SEt4zLIZJVT5Rjpnqeegp1ki3KOmwb14b1HvWQ0gxjOAO1XLEjYcybVbjmgCW6tvJY7QdoOMkdapOatyzM42gnb7mqbjnBoAsQRkjAGSaUFTcrHI7RpuAZgM7eeTjvx2qSHcq5XOccVRuWInJwcHBP1oAt3T28F/LHa3Bntg5EcrLtLL2JHansuU5H41nRncwUYGT1xWm0paPYxGBxmgCupwKQdTTc8ml7UALRSZoLUAOBpQajzSl6AJQ1KJOarl+wq3Y2wuZPnJwPSgBskuU2HBz+ldb4Qv5rGF/Lf5XYAqehrN/sK1dTtdkYDO4n+dNhjOnztbTusboQGGck57igD1C01iOdgGOD90sP8+1aEd1EzEJIhI7ZxXmlvqZCMAAWTABRsFifrSG9uJJN7SEE9e1AHp7MDjaBikDjIOM49K4yw124iKgszoOtb9pq8MqfvBs9waANPeMYIzk9aMgcflTUkRl3Jg5H60BuRuH4+lAChyvOOaBhQpbk98daQZ2g0hwr5ycmgBxf5hg8HoKaWJJz6UrALyvJNNJIb0oAXcQAc4I6YpQxY453UzIU4GSeuaUMP0oAcpXkls1Xm1GCy/1rHd12ipCwGEA5HJrjNYvj/bUsTv5W37hYcGgDroNTtLrlJcMf4WFXQ6jB3YB7V59wq+YsmWzwRxWhY+I3jPl3QMijjIPSgDsNwb/GlGxB94mqVpf213EXglDH+6e1WDKMAAgdjQBJuwchvwpk1wkcfzjOajMqq5LEAKOaw77U03OzOeOFUCgC1dawPNaNCFUfnWfPcv5YcMQxByHrAfUnS53qgLNUN5qxf90uTL3GOAaANCW6Xf8ALPJnHLCq2raqr6b9lX5em5j1NU445vLU3EgQf3R1pD5DNmUBj79qAMCRiSTg4+lVmkHbFdY5WaNlCZUDgKoFYf8AYtxe33lW8ZAPJY/dUfWgDLL5zTC+K7Wy8K2luubmNpn77uPyx2q5JoekugD2MY91JH54NAHnu+lzXV6n4VtDEZbFnR+yM2VP0rkpI5IXKOMMDgigAJqSJwV2moC2aTcRyKAJjBESTjmnghBgcCod5I96TeTQBKXBqFucmndKTtQBJHJ0p+1XGD0qDpir1tp17c/6qFiOmTwKAIFREPAH5UrvkVsR+GL9gN7Qx+oLZIq5H4PVwPM1AFiMnbH0H50AcsDk0tdUPCVntx9vl3Zx/qxj69aH8Hxsv7rUBk8fMlAHKE03JPArppPBV9tJhuIXbsOhNJaeDr8zqJfKCZ5PmZoAwIrSabAQE5q1Jol6ikhQwx0B5ruB4ea2RQjR4AycZ9aUabJApdwrjqSPyoA832MjFXUq46g9q2NLKqrD5t5IxxxXR6lo0N4gDRbXz8sg61kiE2g8gsvA5K9zQBcKecQ8cu1jyQBwKo6xaypbCc5ZQeCo7d8+lXrfcpDKOPSr8UilwHUNjkgdCKAOOtrto3JzyBwa1ItRZSjKq5A5B5FUtcsVsLtniU+RMMp6A9SKoRzkGgDorW8+cbmG0de3FalvrFmXMYz14z3rjRKxPWl3c5BoA9Ttb+W3kRGcY+8ST2xW1BeR3KZDAH37149BqE8A5bemc8n2xW3pviFYgFJk3ejHigD00MRg5wBTmIYjBzwDXPaX4himPlTN97OCO1b6OsgV4yrL6igBwJwffpTXGQGXPPakxgkEg+lPUfJ83I64FAAhXAz27U35uRjBJ7UdGB6j0FOMZU7mJJPJoAaUOd3Q9Olc/wCJ9EN/a/aIRm4hGR/tCujyduWPANJkFsD60AeWw3mR5csRyvBBONtWCICMo2WJxhOOPxra8V+GfMMl9YgiXGXjHRvcVyFlfeW5SUZYfLz1BoA2rdJoJQYZGDnpjj866VdUuY7YJIVMmOSorl1v7dgh43Lx8p4z60y61ZYx8smWPPFAGvPqFwHJeXJPasDUNSmjJA79T/hVeO8nvZTjdvH90ZA+tTxaXNcSB7wqkWc7Qck0AU7eS5vpBHFudj144HsTWititkrO7b3I5PXHtVxUWGKRLcCFcdAOtZc1ykIYySb5OAAw9/SgBs0xJPf05plrHLe3Pkwhmc8Hb2+tT6Zp51eY8mOJDud+mO+P0rqraKCxixaRogAJLEZLUAZ9tpcVlIDIfOmUfd/h/wD11caScphHWP8A2VXAp00u3IkfnO4Ae9UpbwK4CR5P1oAtBxyWcl+4z1oDrMMnB55G3BFVHuwVOcA9cY4pguWZkd5WGOmTwPagCzJCk6pGr7GPOT0rktc0yWNVmWIsOjsnQ+5rqAxbDZU7hnAqCXeFUZwpHfoKAPOnUqT6elNBrt7zTLC/fMsflMeN6EDn6CsW58LzJk206zY5w3y5/GgDDDUZp1zBPaSGOeNkYeo4qDdzigCXrViztZL24WFAeerdhVMNXW6PbfZbJS+PMlO48dB6UAWbDR7eGP5k3t3dhzWkMIcKAAOu4YFVpLxohjaQ2Bk5/kKrpfTPJwdw6nnmgDTM4UDn5Tzn3quNRYRlQ3J4IHas6aWRVOdwzkgEj86gt99zIEUEnuBQBpi4ZiSG4xjIqceeWTAPsB0zUlrZLGm1sfSr8UO3G4Zjzwc/59aAI7c3UK8OxPcZxitGOU5wwAHt7VGm0AqcHPPWlADnIbaT90HpQBaRmRRy/Pf2p42PHkglcMAfT2I/z3qHDkKqEbcdmwB/9eod5+YFsxr94n0/pzQBJPGgLgKApPzBj7YrkNb2277VjWMAj5yclq6SV9rhJCFyC3Jz+Fc14hiMtt58eWdep9qAIoryJiqq3zdeOlXIZRu/2iuee9cxZ3aRuDIhIHBC9xWrbXEspxC21WOMZydoGTn0oA3Hjt721eC4RGjdeOeQf7w9DXKXug3drL+5UzxnlWQc49xXQRXKiXcxXbjJDcYPvjrVhL0H5o845zt/lQBw/wA0bbXBU+hGKeGzXcSiK7B85I5s8EuvUY7Gqc/hyxl5h3wt1yDlc0AcsGpeONv861J/Dl3EW8qSOXA4XOCay5YZraQpLGyMOoYYoAuW1/LbjgnA6c11OkeJ2tip3Z9jXEBz3qRJB60Ae02Oq2moxFoiPM/iWrh6MQ23PQdjXlXhm7uP7bto4pPvthh6ivU24B4zQAqABs5wOmKOeHZ89R+FMDHqT1p3ymPAIAz+NAChgc5z9KqahqtvpsXmXBIdugA61eLqI+4P86hkRZhiREZfQjNAHNt43tdx/wBGkI6Zz/SuY1ybTtUk82ytpYrnuqgYYe9dhqWhaSIHle1EZAySnGK5t7mys8LBsjHQHGTigDFi0bUZSDJtgUd2P9K0YtEtYgDLM0jdWycD8u1Jd61BCwCuJSR97H61nSa6SmdxJPagDbWSC2t3WNUjTHZcE/jWfLqu1gsZ7fMB3rHudYkuGycBewzWc07OxYnmgDan1kCABWLyZOSeAPasn7Q+9pCSSTnPoarFuT60K/zqcZ5HH40AemaVEtto0UTAEModyOpamXkyoTtkzGBuCjuT2qqt6SiBNvC4x6USzK0TSIqs4GD6UAQyXJOTnPYEciomdjt5bPpmoX3+UoCjJ5AA5JpVQKPvFXxgg9vxoAshxuLMcdj6U4FGTADN7Cq7Iq45LScfjRFKEwpOME5IoAsb5i4MaMSwyMelWl/0hAShUKOT1JNRx3fKneVx7A1YW4cHsFzntQBlXo8l1dWAV8ADPOaWG85BI5HOau31ul7B8jiN8/UGsiSzvIGw8bbR/EvINAGuscGoIIriJJEb1GT/APWrntW8HvBMsljIHtmYAqxyVP8AWtm1JQAOcD1HBp9/qP2eCNCNwYkdehoAwofCkSMHlvMheSQMbjnpWwLPP3ZVVM9xkj8KpTakrOQHBXpgcYprXTEARnGRk8YwfSgC9PYJKVVp/mwQWI6GqyaUEQ7p1JP8QBAH4d6YLkshfOPfdyPwpUvAcKXHXJJOMfjQBNFp8O4eY7Sjuo4Aq6qxxLtjVUUjoo6/Ws6G7LSAMcDoOatLPyF2tJxghRnB7UAOWSWKTk5z61MtxIhDDhepIGce9UpXLhmRAu0d8+1MeQhm+XkkDg8UAay3LImWG3Jzgj/P5Vb84sNrD5lA459OvH+eKxI7lIxI25d56HdgqPz5pBdjytzbirHoHxn6gdv60AbqylgrLlsfdC+gwf8AGnpJGYyR8i4OGJ/i69P89axft5VAZZCIWHy+pHr1pj3sQXaQ7Ig3Mwfjn8PTigDRmlWYMVIO4fKuQTismV02HoEPDDHY8VUl1GOSTO/B/v46n/CoHvN4wyrweSAKAMG5j+z3MkZ/hPB9qkt7mS3kV0IOPXkVJqLK9wD6ryMVUCZOAcfWgC8t/MrFlbafYYqcarJkHgAdh0qumkag9uLiO2eWFv44xu/lVVg8Z2urKfRhigDej1lmTYxGOvTof8Kupqg8tikhVAeF6n61ygfpin+bgH37UAdhHqqsVwx8wDKsTx9Kv+ZbXluiXMCyjGRlR8vryOcVwi3JUgA9DmrlvqbRsGB6HPWgDa1fR9OTTnntraVJwfuo+VA9cVyAkbdgKc+9dbDrKsFVPmZiN2R+gq9a+BJWn8y7njVG+fbEPX1PrQBi+FGu49ailgt/OcAgLnoPWvWYnaRcsCjY57jNZum6ba6XGqWsAQnhm6k1rFVVCc54oACEB4Ixj86TILcg5HYCglSwkJwW420rsWl+U8EZx9KAEJUozYw38I9ackgC49eOventEyRLKyEKSVBxxkdaib/Vr8304oAjuo1nt5InHDKQa8T1DdBezwF/uOR17Zr3Exh4yrHhhzXK3XgjSbxt3lyRHJyVPX8KAPLGlDfxfrTDIAetegXPw3gL/ubyRAf+ei5rOn+HV4gJhuI5CDjBBFAHIoS5wozWnY6HPeuN91a26HqZZhx+FXJPA2tR5xbq3ptkHNUX8OavE3zWMxx3UZFAHRQeBrAjdPrkZUc5QAfzNRXNt4V0lsIZb+YdMSfKDWANF1Yk4sbjP+5U6eGdbkww0+cDpkjFAFi6laGcyxS7kkO4BTwPapYtRDr87EnvheRTDpV/p9qJL21IQHHJrPkC9AMfQ0Abv2+OTa0Lujg5KjGOKXLsdyYD8knb1Nc7vdT8p6DqOtSC7fAy5bHAye1AGq9wwb5xtPtTRNuyd4JHasw3TNsLnJAwMnpTxdsw2sRt9cf1oA2BMQEzlVPr0p73uJBuUMQcZFYy3LYBY/IOnrQ05zw5zQBspebiTyMnA7j8quQ6mEOG5wTlTjDVzS3J4AfFKk7YPrQB1a3UDfM2N/fHQ/Squr2j3sUcloqkxglgDjFYa3RC9R6VNHfMoxuIA7UAZm5s7Dww9aBclRgt9RTtQdXPmxqFP8XvVD5ugNAGh5+CM4wR0/lT1uPmyEUk9QRxWaHPenb+DyaANkTsjKA0YGCQVHAPvU0eoMuBtJ28E7sbqwhKwXbnjuKDL+BoA3Jr3zn+Q/L1KYpgumdQobKrzj09TWQJT/8AXp/n8YJJH05oA0xcnfzKCAT8vY0NfSABVYKDw3PUdaom8JYHam1eQAoGKrs57mgC491wAuc+tQmdjnP41DmlzxQBIG9OlSK3NVw3PAq7pcaT6pbQuyhXcBi5wOuaAMy5Ennszqw54yKiycdK9uks4JYyJIY5VI6MoYfhVCfwtot0wJsY14GTHkA/SgDyyz1O9sH3W08kZ7gHg/UVvL41lkhCXmnW1yQMEsMZrppPAukE7gZkyeAHzUY8A6a2B586+pJFAHE3uq2N2zGPRoYiR/A5GDWUx5yqkD0zmvTV+H+mgqrzTr82ScjGKlXwToiHOyVsEfefP8qAPK8tSh29K9gi8J6On3LKFgOcyEmp49C0yHDrY25PUnYDj0oA8n02RUu4nljd0BBKr3r2PTbuG7tknRnVHXhZRgjA7+tSfY7RZT9ltY1QMQvyjOD2NSpGi8N0HXsRQA8Eg8nn070FlyMnnrgdqXh4y4/hOMe1NCRqG3EhuCqHOGH/ANagB+7ZtdFBycFWHSkdcLuOTjHIoRztyR36Ur8gpk57tQAvmDywnRQfxP4+lJjncfvew4xTQCmcrkjpTipJc7vfk80AKGbJyWOBxTtvXJPQFQT60il2AJACnjinmN12dP8AezQBAUJBYEZPtQQSFBPGOTUvmAYYZAHVRUTsC2MHnnrQAjgnjHHQUiwfJjdt9qXqNw3HH61JlyyqQFY85FADNqbjs3hAOnrTWAcEYbcOhz0FPLYB6g45x3qORyeP4sc4oAp6k9nBp0pvSPs2MP6mvI7p4TO/kE+Vn5c+ldd47upGuIYFZhDs3EY4JrhZSQSemelAEoamnHNVvOI4NPEoI680ASEAjjik57Gmb+KN1ADyzDHPOelIWbJNN3UE0ALvOBxS+ay/dzk0zdxQXGaAF8w578U/7QxA65qIsB1BFMaZR70ATyStIuw4wfWvRbvR9En0G3nu/LiEcCkXCHByB29TzXl7SkggYz71O15cvYpbtOxhViRGT0oAkujbrcuttI8kIPys4wT+FMGCciquSe9G5lPBoAtfjRg5quJT3FSLMD3oAlyaXNR+aD3o8wUASZpc+lReYPUfnTfNXPU0AT7qXI7nNVjLzRvZj6CgCcyY4WnRv83fOeoqBUPX9asxp275oA7zwh4hlkP2G7kLfL+6Yn5s9D+ldn8oGcBueR0/CvPvCmh3FxdR37KywRtwf7xx29q9C4YsMfPnrQAFUZSzHOeuKFILIABjr8vNKMk5YllJ29KF+6R0PYgenT+dADsHY3y5GcCn7A8QjypB54pgRCuMsvtj+tK48qZGHLcjmgBVzjYRyOpHQ1GyKzDAJ9sYx6U5t2OQpz6cZpwUMhwcg9ieh9qAIQFJ+XgD0NKM78cDPPPenBT5aFCSOASPrQuMjJ56UAJubYOQRjOB3oZNjYbsMjmmjhVUdsjd2p8g81VIPA5wOtADQNgyc7WHH1qXAxyHO0YzmmJ8znnGcnnufp2o2yHaDk89McZoAfgsxwuVHQ5pVyAcrkn1PSmjLP8A3cY60hOSAcE9qAJOGUZI3e1KzncvzDGO/akkUAImTn0x3ppwrAMhyKAJGG5QFBPHXoKAjBiFTIA71HG28/Mp2+maczEoCDhl4bHcd6AEbEbAghjnBGOBRnOVJYkHKnFO80GNGMaLhdnyj73uajjbJ+b7q9B6UAIBl1LIeB+dSMNu3gb24+lKCS7HcBjpvOcUzHzEnqetAFDVtNs9VtjDdRklR8j/AMQNefar4Pv7TdJCv2iA91+9+VenFdpwVxzxjmn7AyZJ4Q5LDofr60AeDzWskTbZY2Q4zhlwarNFz3r2/UNNs78YurdXVuAWXBA9q5258CadOc29xJCTkbT8w4/WgDy8ow6Eik+cHGSa76b4ezJtMV9CVb++hBH6VVuPAOoR8RzW0jegJH9KAOK3sOnal818dM11b+B9XRgPLjY9TtkBx+dRDwXrTSbfsfP++KAOXLue9J83c11q+BdZbAFugJPQyCpo/h9qzbmcwRgD+J8/0oA47EjD5icdqBE2a9CtvhvIQDc3aBM4Plpk5rTt/AWlwlxMZp2GOr4Hv0oA8sWMkcc1K9rJFjzI3XIyNykV7JbaJptiUMNlFjOemSPzrTuIIp92+MFe6smaAPBfL6cdaPKOehr2d/D2kTEmWwt9xPVRjFVJPBmjSHC2pUg8lXPH9KAPIvKNJ5RAr1Q+A9Ibbta4Vj2Djp+VQN8P9PGXW5uAucAZU5/SgDzLyTR5DZ6V6cPAFl0E8/J4wQcUqeAtPyAZrk92XIyR7cUAeYiE5Ix0p6wmvUV8C6UcM32nBHHzjFW4/B2j27ufs29lxgOxINAHk4g5GRVq3025uGxDbyuevyKa9ej0vT7eQeTYW0YGOkXJ981aVFAwBt4GB2xQB5jaeD9VnIzb+SOpMhxiur0nwZZ2eJLpzczDkJnCj/GulYuwDgNhvbpU6Ku7BX5gp688d6AGRKEGwIoUHAC9uPamnIVSwzkfj25pzuEmG/O4jjuf84pF+YlU3dMH2oAkj+Zztfbk8liTg0zIaLOCXAxjPFO2gBScE8KSByPXB7cd6HI3jhTuGCFPTHIoAQFkyAcbjj5Rwf8APtQ6sApBBGeSe3rRl1IUYx29jSyZj2khssCc54x3NACHZsCgEkcn/wCtTnyUXcACeMD0601WBCjfgA8ZHtTRgnkcjuDQAsmGwoK7WXnHG30/lSKwZcbgM8jI4wKFcCPDrvPcY6Uu/wAsYjOCOQPTmgBCHXKRkFQccdj60kRIY4JDdDgnIpzkO5AbqQScc00gOu4kDGRn1oAH/dxDOM7vujqT65pUBySSffOKUgp8yjaAdvsTTJDucb/lYnB9RQBM6grvySAeR1ok+UA4yg4NLl0QkbsMDz0IFTRwRtDKxmIYJlV28O2f0oAgJKqTnnGOR2/xocyZ3g9TgYoO4kh8t3+lN3sAC3CnH3e+aAJMNIQoxjv3pgCAkDcCF6nFOmnkI2uynbxhBgfn+dIZFKqPL4B65oAeXRHALBQRzxnmo0UEsZFJUdx2/D1pW2ySYIVeOW68U3cQPm3Bc5A6ZNAEhBMYZUXBbDAkcj/Go5H37pCAF7FRinDeNuSCwOKRBuyQMEjB+tAC7m2gk5OOKDI44ZBjHQ8c+tLkdEJyDkil3KVc5UkHhielADGb5T5hLADPU8H0pqrEFyCfN77hgY9qkeMFwQzOOgFAUBWXB8zBIyMg+1AEbhWc84BGODiojvVV8pAyjg9uP61Pu3hmZcY9ufyoMalNxBAwTnOP0oAgRG2ljgP1Pt7U9IQMn+Lvt5I+lOaMH+Ik43DHB6d6VWj2tKucYyMLgDp0oAjZUDhsyOO2PT1qYneRuRSzDfuJx9Kj+YsEOQo5yDzihm2sG3ZB4yec0AKAyryW3HrtoKbU+6oYkYwO1ImcEk/NnCrnrxT8O4xHtZjngc/X8sdKAI0LxxlTg5YdT16/pUkkZCB1wCT8uT69c0iRuV6bTnlT6jvTjvViMKy4JwvHNAESRBQQ2Dz1zx9DSDaFDckqccHqPpT33yAuydTzTdrK42bBk5U+h7ZPagAw+3DDjgZAwRSLGoRULLyOC3Qf5zT8AAbcADAI9frSsGjxuDKO/TJoADGHDArglRwnpz0/EVGgwAm4nHI9iKlkTCFndtxGQQe3TFI+3aABvPQnuo7fjxQAigsqnaQAehPXuQKRQCuG4c9M59aljVd6sowQMhjnBxTHCnbjO45BOcfgBQA1kbavzLgHAx34qRh5h+4vA3E7sfp+tR7XUtuJOSMDHX3p25cbeFHdfQ0AN3hSCw9MAU8kh9zAkAZ+Q8ken1o5d94zxyu7uKYrP91RtyCSue1AEqKsgKEqVVs9eBznrTVEfmMquMdMgYzSKshRM4AOce/v7U5njA42naByO+P5UAIhCuBkDvlv8aC43hRgkdx/P/PpTVcGIjcCAxwD1AxgY/WnxsY2UlEO7t7fWgBkh3BwihQWwOvX0oJYopI+XGFwetIvGNytwdu7PTuMUrspY5YjsBgZoAaxBPHCjHvzSbjuYbcnGCT2PpSnCqd6nBwMZzQ6hT83BXAGBwR/kUAPZWTPILMAASOtNRmDhWB2nrk98elAkKhVGRnJ9efb0oc/OBg7uR0zg/5zQAmQp3EqSOmO1BbdgMGyATkf0pApVWLCPI5yD19qVGVXZwQGGMAHr+dADUZVLELhTxnGeOwpzMjxFSvzev8ASkkXZhRgeqp6k/zpg2MWySeMDoM/40ATs+SVAPTuelKuxFAYE4PJ6UzPyqMlemSR+lOzvIXd167u1ACs4kBKnKjj5jimg4Ul9x3EAZGRijzSu3KhgMgBh0ppOOjcY6HoKAJGI+XAw2OFPSmk56bsjn5aAfMYdoxjGeSMDt7U7kIWVRg9M8cUAPDIQFUYzyCPTH+NN2blBLg5OR/tCo1LBQ247j27Cnbgmc5Ge2O3qKAEAyc9BnoOxp52gEgk465OKQnzN3Py54/2qdud25UZxySKAIt/KKwbd6MOlKy7kAx1PG2kVf3jM+WPAIJzz9akDBW/d8D165oARhzkfKD2b+dGwg/vMAoOgNJtyWDkpnp05z2z2pQpAzkjAA46e/4UAIpVsjJwPU8k05MAGTcd+Mqp/lTEd/KfIJYtj64pUK8b8A45IHvQAMJDMwUqeRgngEf5NKWAbgnIPG5u30/Ok8zLbQpYlQCSevPSkLYKtjduOCSOc0AKpXdknHXJ9aCoVhjJ4IBqFSFyVBIPOMcHNSqGEgJJBJxjsKAHMCItpO1+vy+3t/WmCQoF3DarDtyM/WlmVjKynHynOQevrTUbdJyCMdh0z/hQA51WTcV3bSBne/X3qTgOGyNmT8vYDqKiC5IAyrZ6HoTz+nSlKFVwNpATnb0Y+3qKADPzsfu89PrQuzOChYAcmkRVXBPU/Mfb2pAo2AAt6HPGaAHnMrPsbIUcnH6UojIdSGBUcYJzj/Co5HG5SZMKTgKBgiljJyWAZSR6YP40AKu4uCdrZP8AFyB+NPHO/agUZzkdv8mopHx867VIOAR6+uKlckbCfmzyecdvagBhZsqN/OCOPWlYiTBHy7u4p4dSN5G1gAcqOuajKHYxA2hufocUAKDggjdkj05oVdhIbHUnPFKZWELEEhk6ZwB0pmI2RXaMqp75z0/nxzQApBXGW5xycZB+gppKPg7zuJx0zTyGWP5XUg45brikLKhGCd3cAdqAHjKRB0LLghemevaowgMu0Yx1w36YpGLSLtPBXkHuc9Kcq78bicjkgD7x+vt7UARA7Nu35SVOOOnvUiEGPGCeQSGHFIq4kbCOylc8ilJBXbgc9VC9P8nmgBJc5G4MvUjrgjtTiroQJAAVyFyeRx1P19KEl2sSWbGOQwJ/SmsRKw3jeoB69s+vegBoChjgk8YUnj8alWHEYl3N3VS44Pc/zqE7goU5ZcdfbNPWdR/Bxk9R06/p1oAB87HoSwyozgDkY/mKDkO3K8H178/n/wDXpg2gmPrtBB5H+e1GxckFWHU+3XtQAOqjbhlJ7Bh29aUKU2KpJ5OQVzT4Yg0rJvwygZOMg/hTVwpK4Hy4AwOp7/SgB2EnkWMAghd2M4O7r1qNlOd3y5zwCenrR5mwPvQ7c8AfxDj/AOvQ4KNIHG7BwQOwoAeCr9QSMdPWlRl3H5hu6YABpoyV3gZwOg7U/DqAyqwQ8EHnmgBnyxoQeCccA9aMjjOQoJ5o+VoixCkjjkcU9UR0YOxZ2/iz0oAacDa55bcOvH0pCXMjYHL5J5/zileT5sb+gGNw68f0xSHKhiv3T3FACASKp+Y7WGOOSKk3HCkgjGCB1J+tRq/7tTtwB0qRVV2ixw5wTn/PFACuCsXzsQT/ABAdRQcyFHZgRjAIPagOyCSMOHRQWTGOv+fzppJLYyOPagBxQR7VBHByWFIpJyWUbVJVfbn/APXTI9wBCnOAMOfU0FXaXAQkKf4ejc0ASopAd5CB6k88f/XprsZJdzH5l67QcY7UgZSqTL+8cjb8wIVfapVl8yTeioOm0KxGP8aAIwxcsDkmIkADgDnvSBA6ttTIYkD/ABqUu0mFXBAPzcjv147U2EqeuxUJxuP8K+uB1oAizH5e4ZY9Nx7fT8jRyqoAApyAzY68DrUjhU8zadwX+LHX8KR3BTEhJYkfQcUAGzeHBUccgbh09B2pqgnbuU+Y2cAnr/hSI2+ZiwKhgflPbNPOyNVAZuMEgnJ9xQAgZiMY45OAeT6UyMZZgjAEAkA1KVRRhxyw+8p59v0qND5UihlDAH+I4yDQBJHvUIIwNw3ZYcHnuc1HnGXJBHQBlwx/z+dO+aN1yuQAQVZshiDnj8D/AJxTR8yney5Cj14+lADhIrptjYgZGOOMYxim+ZhRtJ3ZAbHPQUpzEzluRx94YNNLqPlDMuRuPFADxIAQfmRN2NoGecUFi8bPymBgDOc0A4JOCGVeC3T3pqkFzhQS3A5zmgA3HAxjaMgZHQnr/OnhlNqAqlcj5vXPtTCrLG2GySMDA6c/z5p+/wArIfkjqdxwAeM4/OgBRywUjIzww6c96CUVtu44YZAJ5aoPNCLHtUjkgEcZBpSy+YAFJJ64I9O9AEoYL5jkgsOq7v8APP8AhTd8Z3EBsk8bjxz2HvR5sGxQY1cKuSAMU1px5gCYCEZ+bPIBAwP1oAkctHKyMNzE42ngLz0oYFZBuORnII7Z6ZqNXExOSqjjJY9e9KXQlt5dyVPTjJHr7CgAZsygOqtnpgYx6U7/AFmN2wHOdwHUe9QCbMjqGKnGApXt1H49vxp6yODsVht4JIXhfWgCUMhnRWbdtViGPGSTwMdvwzzmomwACH2nA+Q8j9KUyNIozgkZAOMfT/GkZlChlbY6k/MBxgdaAHAgkPs6tkD1pQI95Icbs8/MOSf5ikEoMaoxKA8DAwT/AIfWnSHJTaF3L0bj8KAK4Y+WOPX5QeuPSpWO12Q5zt5H9KQyJCN/ygEn5ckgnHX25pEKNJ+7fkEHd6mgCaNEyufvDnLDGT7/AJVCS25SqkL1JXPIpdpIYFc/N13E7vUUs6IpO+M7ickK3Qn/ACKAGu/JkHBOQMnjk9KG+ZnUHb7g8HHvUZCbtjfLuAxnpn/PShFcAIAArcjvjnmgCXcSd+xQCMBQME4/nTUB8tgpUquc47j8f89KHVUYxhixPzKCeR9fehG3KNiE4BycZyaAHMwcDy2YnGGwcZPr/n1p7DaAGIYAbhjt9fWohKrNkRqox0PPHelAKhickZ6HHHpj86AFV1IIVl4BG4dfxowRg/KeCvqTTVj2ucY+b1zQjFpSG4fBxjtQAseQQuW4H4U89MMSPpSZVkbhW2HJB64xQu7IRR8vtQAf3lLFTkY9TTi7K6ZIRWGAMdTUhCSqQVAfspbBNRuD85L4Y9CBwD7UASDZGzFSSh5bnr7e2KjOeArAqpwGx82P8ajLBSMF95IPp/nNSK6NGZkTABAwT1J7/pQAFPnznjg5PYd8+tMO0pvwc7sthsfTAqRiGLMkeFPOR7f0oBO0Mq5HfIoAjj3A7WJxkbWI9/1p6bVkAkcK4yAFAGaR3YpIHUruxgdwB0A/zzSRhRImEAyM89fwoAklVhKCSQGXp600EruIxjd8qdO1C7i+0OrKDjnPFNKMqNu3Bg3HoSaAEKOdhXof73YVJtI6EYUc57Z9qRcOA2Mc4XpnNRiRBuZV2g4yQT+OKAH+Z5kQbguRhR7dDk0BTuC5YAAKw45PbFCopcFm2BuASP50yQNghj97oO/1oAnypYkovynk46D/APXVdXIkEjkAMdw75FNDSeYFbBXGSM9aVxkorsrZyVyOAPp+VAE6RMJCIj869d3Prz9Rnp71HLsUsqEMqltvOB1pjmR1wZQyqu1SeNueT9e9CFd2ZQrIOf8AZx2oAUykyE7QrHHykZ/GljZAIi7Pg5zz09KRSqEsz/N1IjxgfXPtTVO0GTYOOMHgfiO9ACszsSrSB2HOGGcU47WGcKDjOVXpxim7VwGKkL2PPHftT0GCnA5zgjrQA3EykYwoGB1/OpQoYhyFI2noc4Pv/hUe8TLzu2jg7QMn0pfN8vaiLlm5yR36YxQA/CqAT09uSDUDpk4U5Ytn5eT+dOC42hVOe/pj1pzS8Jt2hSP4Rye2SaAI1LBy7FVyQBt9gRSbHJA5JUjIbg96mKMU8zJYAAEg8+34VAjsYXdXYhvly3YdR1+lACKzLGNy5LfwsM9fSpAgRQN+e7A8kf8A1qjHmLId7IpBxg9qlcnjlhkYJUEg/WgCJJAzbt5LLg5x1pTIWmDKd0h6YHPPf/61DbI2KgBQQOWOM57ipD8uGWLcOg2tjPrzQAMHKnBDdx2XPp+tPzu3IIxx26kEc9e/tVecrCTsYbcB2TjJ9P50I0YXcJSzj5sBduOeg96AIo5pUZ0vYtoP+r24K89j6GrCCR5RsjbnPFSKu8O7oCXIJz1FZ7288UyyJcTsucSR4yWH9KALJKJ8pOSOASSeaQo28AKN3JqnJdlXwltdM+QcbfuDPXNRJfTy7kisJN2d2ZGwTigDU83aWOHJJxnNJKzsXZGYA4YFep96rmW+aNvLhhDsOrHpVFrjWzKiG0hjUHJkyT9RQBqAlgdjg4Pp78flUjSSlgTGzA/3TjpULSttw7gptwWXgGpsKRvXlzg7sHGKAGpIGkOVYPnjNSpIgwFYY3b1A69OeO4qJlVjgscEZOB3z0pjqqMRhYsgYYDP1oAnQoXUB8nryOBT4WxKrOIwuc7WXdmmBldmEYwRnJzgUwP5bsARtHOB25xyaAH/AHmJ+UHoBxjH07UgOCV4YAEZAp8jAPkOGBwpwoxSEOrKAeFOOB29qAELYC7vlBQ9DjNOEu2X5Djc2PpSZEiYwvpnH8vf/GgSNHgt8qA4Cbc4980AOO0PuDF1TOcLimF+CPTkHPH0prMY52+TG7hdhOB3+vSpVUswRnctu/hOSB+J5oAJELgrgJIMdOvPrTVTfJgsmV44HQf40oBcuNm6UAspjbAz3+tBQxkrGUYkAbiOpH40AOCBNwXAKkLszuz6/SlAwFcMUzyVXjPJ9+nSoHlRY9hYK5b72cfT8aQuxiTaUUKecDOTj9aAJlZC53F8Ek8+vtQ8hKbsHBIHOR3/AE9aqh5ChL/KWXG49RUoWQs24lwoB5f0FAEkUuOP4xwMkH8eDS7S8YwRgMf4jnj1HpUXlEEANiTqeRwOtIFZyyljznIxjn60APzkKVYkjIIPAFMMLTK3k4YjGAwHWllRYif3g81wC4zuoYxrhI1YuVBY5BBPPTB+nH1oAIXTAZowzsD8vcH6evvQVCMmxtzd1X+En0NQsqeYGy64weD7AE57DPap9wkYMgUMCRgH8MmgBwI2gSEZx1DYx9feogXk+d4hE23ay54I+p79DUm7YhPY8nt+FDSFowXTJUcEtn9TQBEN5fa5DOeWBOKk+WPaDtCjA+9UTq212AC8cE9SKkU72BRG5OSccDj+dADdoKs3DDHI9/T6e9L8yu3ykbWO5RxxgUF5Hxg72PHHGBnof8KftLnIk9zkcn6+9ACRyyRsxjO0467sduakyAv7pgvUKSMnqeeKjaPjAYE9hj2pcucllyRzz/TFADdoJ3Bvm3YG09T9KVo2J3ruOO3oO5oRo+u4pIvynngj6gcUpnjVGiRE8rHKjqec9zzQAikCT5AVA6q38X+FPbKhshRxnJPyio/PcKNhcqB82MnaT600xyl1VtgDDjPr3OT3oAkiRBvkdX5bG0N1GM5NMbJlKSwgnnJ3fe9+KRGXcqSMGKncAq9R7/5/lT0YthVRUYLwcdTnvQAR7HwSeAFyfvH/ACafLLmSRhGFXGDt6flTAAceWpGRjhemD/Om+aFnJVcNgYyMEdsZoAkldXjDtGDt5UZyBjkY96hTlQchDj5gxzn/AApyshLB1JGCSOn5VCjHKb8beTyOTj0P+NAFiWeWTe2HBAA6ZOOnX6VEZ5EOHztIyQAODQ7StJ86MS/VulO8v5sN/rPv8DIwB6UABwCxywP8Ix3z3oM+xsfMxxgeXyaVGIkfoVUc7hx+I70wpG5XBL4wwOeN3pxQBa/diAMWxKWxsCn5RjrnPNQFTldpwcEkkcg0rMFBTAYLkZ/+tSo7uuxSQSuQe59qAIChBwWC+pXkfjTlEjuMjKNnqcVMVxGc7QTwSoPI7cetMijdA0u7naQqjqaAGHYoDbC5U4Y44GfSjzFYqMOBjoRS7tiA7euMg9c+vFO2oQu07tykkdMGgBu0nbIueOPp/hT1ZY9iAEj+IuOozk4qAlmAZgyn09x/OpmbzIkyo3A55OSMigBzuPMOMbQeTGuCajxhvLVwMnGCc/gabvT7xXBBJCg81LMiBdwIUABcJyT9aAJN7eUiIipnI9d1NCnPMhDgEdOMDoaJVxhuPOUEEZ5H4VN5DfZBcqj+U37tS3O5scjrQA1EjeFFaTAJyQD0J4Jx+Aphbez43SYHO04/EfQUpQKmcy/NgZB6gdR+HTNNQg4RpCqk5KDkj0oAeHjd8sXIBViN2O2OPfj6UwlAcgKsaDt1J9c0DeYsdsZbA6AdsU0OofAAKNgNuH+f8igByK6viNdpIwQT19cUrEx4aNcDPOBjHpSbCzYVyC7dMcZoX51bOSiffI9cfyoAqtlwqhCZBjBzwBTkycksQqghhkgjv+FP2CRSqlSxHQ9DjmoJHjF0q4VkGPmP8fPQ+tAFoLtQ7cspUMOn+TTBGE3SAMWYZbrwaZAWDBArFM8qT0znofSnpPIVJMbNE/G8cAc9KAJCAS293DYyWwcZx0znpQmdgZZTsz8uTn0pAcMWDNtc9T6/SnrkxlWH7vOfu46UAJ5DpKjsADkkCMjOOck/mKifaWR4wQT8wXGBn19qkMEssTTKBGjEfNz19M/TPHtSH55dyyMVBIG0cY+lADUdTncRwdpbOM5PAokaRSwGDxwQOakWUxOCIi6udvPH4U6Qq5DjlMEKE7Z6igBu6RInlhRiFIYu3Tjtj8aWNAzBmcl/TruGPShnXKhzkZ4X+76/596iMpVTgKB0IA5PTmgB+FKRlwxcjaSf4ulLvCOrbF5G0HPAFDssgxnMZOPQ9c/gKNwC4UFweoxgD6CgAG3hBxtbAOR19zUbyNI+1ig542HqfWlljkDosjYdsOo9aG4RdrKM8Y9/oKAGPGxbYkhyAGJI5HqaeCiAsuWBGCOhPpThEolXJ29PnHHI7frTuSWGMMMlgvVsDtQAyJo3kCMSdwyB6sR0p3yeRsHBVgAByPemHaG3Kv7o7iGYYIxjnHfnH51M2x8oXIYqQpUYwOKAIVjcM0ZX5M8bWPzY6Z9aJQQCFyW755B9h71JIgVgzZVQoAO7j/8AXTZEAXG/kdumMdKAGqY13tK2G6bgOn4d+9KkkaBeDg5w7Dk+nH4VHOiSfKXKu2QU9D6/Sljx0AwhHrkgigCRMonKMFzwxB5NKfMZizY25yCvXPSozJKzK25iOgRV79Rz61MSzR7FXYAc4zj680AMWUwABXGejZGTj8aaqM2ZIlU55YlgAfpVlokaGOSQEI4OCvJJx29RVdgwkLeYzsv8Xr+PagCNXMKuwIxnIwfzpwMkipKXVVYscbucDt+tMHlphkyJGbk5yF+lSspkBVmbBHGeh+h/z1oAhCho3CrGG38rzk4zyD+FOwSVDBQGwcjgD3psgkhJBJUkDkYzUgUmJcEkgZIz94e9AE97HBHc/wChz+bCI1Jyuzr1AH/16hEm0Fi3lgckkfdJppEkzOoAMZHAHP8A+uhY/LB3rnIwVK5+lADouIxG/wAwyfvN7+3uevvTjKANznJ6+lVwA4QqGX5huJ6k9KEBwOTvI4O6gCYtgNlV3PjbzxiowDsCqQhJC8rkj3zSo6t97kg4wp4x/jStIvkqMgAMTjufxoAduaTywSAQOrd+ew7UQRklmKENnJGR0ANR4VQkmwjC7sevFI7IY12ZLHAw2RjvwKAHrFJACON5ypDDke1PXAVt0YGeWA7+lNOQzHgKTwo54GP8KlJO9W+UjbjnigBoYSyg/wAZPI9aezjMkatgB8mPqR7r70zKnccfNjggdx1pzhVjb7RuSVSNoGOfXJ7UARKRGpJDP1Cr1/zxUgiZmXgoT1Pv2pBvjKq7En7y5IwM/wCRUkhTaqxcBV43E5ye+aAEklLxKNiKSCu5Rz7/AOH4UzcoG0qpGfvAcinyFpiEYghD8oVduOvWm5QpypVxwcdBQA1pfmJYHy2B5IxzViLzozhJgVVdoWMcjPXP1pgxtDsjkAZ3eo9qhJMspyxUM3IPG70oAkjfLCIKA+SCM9zx+XWkkT5nCQRyOCV4/gIOTipTGq7HiIKknDbcYGP16/rTUjO8nBI4BYDtjvQBX2SGDY67W4IKnlaBCs3LyBlHzAMdoFWC8aKpcFvmGAckD/P9agn82RZH3JHHnaEIzQAMnlzGQFRFuLAZx2zxU1mFncxxzAFufmbAQH+uM1SitwsasxDnGTz2FWk2xIcDBBBBHcd+cen86AC5n2pPBCOVc4dWJVvcZ6HP86jU3G4kNtUNyNv0/wDr04EebIVi/dlsjGSCO3WpEQluCUyMlexoAjaJTGpE5BBJZc4pwV8okEm8Y6dMUfZ2B3qV24zk9RTDDLEzNISO64P5CgCRAHC/KfvfPwMgd6gkCRyF/m4/hxgj0/pVgbwpCjOTkEjk9u9PCSOYoxHhmIX5sc88fzFAFWJyjjyiPLIGecmrZjWdJZfMUKSN2Dz+Aqt5DW8rKiqCvORjnPNEMhG5dpJPVRkkigCWHzI43RFZmDZyV6j+hpkucq247T12r69/wqURyE7hjJXqecjuKQE7GAZdjDg7e9AECNvUfLwBgq3XOeuanHmxwxurhwCMDdn/AOuO9QPGwyYXxj+Ecj25qSJDHGOhfGSeePQUASTtHMnmMoXbtXaD26En2z39qidWYmQsRzjKkDHFOlkCkh2DKe2Ov09KijWOQlVCIWwxGOlAEsbqz7SmCDwx5GabK23GG8sEFiM56e9GS8vy5AP3lxnd+NSqVkjaNo9jdQ3Qe34UAQFQ8QkRiVCnIIzj0OetIFUsm88sQRg4wOxFPRMfNsJKZXO4D8/X/PrTSphmkEYDqQTuJ4P0oAVi3Bw5y2Sccg0oZFj2IMEkHhc5/OntGLhGkEYXcfur04/r7UwHDDMYyDjrw30oAdCpaXB3sqjJQMB9cZ6UmE24XGMknHJx9aRwC+xuFGBnvjvUkUESuGAR4wPXkj0J60AQssUIZWGVb5yoYbsf07UjTyxwgCLr8qhz0Jp7x+ZtwBuxlQBkcdvWnyxOFjJA3OBjLDB7cUANBZArHhkORheh759fpTcFHVVIbc5IOevr+FCzncwYHy15wvBx3P1pzgSENGqDjJznj3J7GgCIyFnAXITOMAfypYmyxLAnGTuFLMFDDbtGDnAOSppySrHsKgPkYJI6GgBjJkghtqsfTmmeWUiUqBuxwc1YIkz5g3ABsdiKi2fvBkFduOCOM0ARxRkn5R9zgsO4NTMgUfMdy54G3BOaa0qq21ioBGMHginMVEeJCH3fMHHOKAHANFGpZEkDLkjdyevX0qNh5vzbA2G6t1pSqllKkMcjAzgmlDGNiyEs+SrDcCM+1AEtsoS5VF4ViQRSBB5nUnGaKKAI5OZtp5AbjPapbiNRawHHzFzlscnmiigCXyIwZsKPkZQPxpNxA69wn4UUUAMC5hY7iMHgA9OlLMgjVUGcEbjnuaKKAIftckPlum0MrfKcdAOcUqMTJKxOSWZj2Gfp0oooAkiczQkNjESqVx7kUsznIXsRnFFFADICclSc49aZcRL5LnrtBxRRQAlhiIwThQzL8wVuRx7VZTEtq0mNp3AjZxjLAEfTk0UUAZvmn7YQRnqOSegJA/lWisrC3jIAz8w6UUUAOjUMkkRAwADnHPSogzLbqm4kO3OfaiigBi/MSX/eY4G7nHNWQipH5mMspAXPaiigCmYwLbzhndgH9R/jTg5aU5A6nGOMc4oooAXzXS8iCsQCoJ96RXLStwAWcgkUUUASXErAjbhT0JA601pWSQKO4Gf0/wAaKKAI5F+dYs/LtJ/nU0cS5cc8JnP0oooAjyTGhJzu61NdKI4CV4xGpoooAj3EmGNvmw6nceT/AJ/wqNn3wmZlUsxIPHHWiigCGW5ktvLMRxltv04zn61PK22NpNqnG0kY4ORntRRQA6Q/J0HUAewpxCxbwigAdqKKAGq2bh1I4Gc8n5vqetWhEJ41LEggDpjntRRQBCuBao2xd2GbOO4OKgjlcblRig/2aKKAJo41DlT8y7NxU9CcUeWgfAUYcKSO3JxRRQA0fMwXooTGB9aaqK6ru5z1/LNFFADWhQnJySCDn60NGBA7ZOQwA+maKKAHRIIoS6j5yp5/GoIcs+CzYOejGiigD//Z", "path": "/data/wangnn/datasets/waterbrids/waterbird/058.Pigeon_Guillemot/Pigeon_Guillemot_0072_39905.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 3362, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/058.Pigeon_Guillemot/Pigeon_Guillemot_0072_39905.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/058.Pigeon_Guillemot/Pigeon_Guillemot_0072_39905.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/002.Laysan_Albatross/Laysan_Albatross_0083_756.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 116, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/002.Laysan_Albatross/Laysan_Albatross_0083_756.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/002.Laysan_Albatross/Laysan_Albatross_0083_756.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0007_795600.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 2089, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0007_795600.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/037.Acadian_Flycatcher/Acadian_Flycatcher_0007_795600.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/183.Northern_Waterthrush/Northern_Waterthrush_0076_176986.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10739, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/183.Northern_Waterthrush/Northern_Waterthrush_0076_176986.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/183.Northern_Waterthrush/Northern_Waterthrush_0076_176986.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/161.Blue_winged_Warbler/Blue_Winged_Warbler_0018_161871.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 9432, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/161.Blue_winged_Warbler/Blue_Winged_Warbler_0018_161871.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/161.Blue_winged_Warbler/Blue_Winged_Warbler_0018_161871.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/006.Least_Auklet/Least_Auklet_0020_795080.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 297, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/006.Least_Auklet/Least_Auklet_0020_795080.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/006.Least_Auklet/Least_Auklet_0020_795080.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/148.Green_tailed_Towhee/Green_Tailed_Towhee_0001_797412.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 8689, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/148.Green_tailed_Towhee/Green_Tailed_Towhee_0001_797412.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/148.Green_tailed_Towhee/Green_Tailed_Towhee_0001_797412.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/066.Western_Gull/Western_Gull_0051_54320.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 3781, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/066.Western_Gull/Western_Gull_0051_54320.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/066.Western_Gull/Western_Gull_0051_54320.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/051.Horned_Grebe/Horned_Grebe_0046_34926.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 2911, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/051.Horned_Grebe/Horned_Grebe_0046_34926.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/051.Horned_Grebe/Horned_Grebe_0046_34926.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/025.Pelagic_Cormorant/Pelagic_Cormorant_0088_23855.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 1354, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/025.Pelagic_Cormorant/Pelagic_Cormorant_0088_23855.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/025.Pelagic_Cormorant/Pelagic_Cormorant_0088_23855.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/196.House_Wren/House_Wren_0130_187109.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 11518, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/196.House_Wren/House_Wren_0130_187109.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/196.House_Wren/House_Wren_0130_187109.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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B75x+FRo4mkDpIXjDF+Bxn0qWeRY51keNkH98jPJOBwP04rmpSUZXsVJXVjzfWdB1FNbg+0RRg375iMCEoTn7o/DnnFRy+DtQt3kW38uaCXBVycEjPBwOhPoM4xXca/cwxWUxa3M0YIBRm2qykH05J9AO+PTNC3wfTZJbi2K3VvEQwjjLOjEAYA6nPQHsCa+qp5vXVOMkl2Z5UsBT5nc4+KZLSwMNux+1iOTh8LJFjgo3f7zHjHbvSWIkFyttd3CzSpKtwFUgjeW2n6sMCqkmh6nLMTBYTwKCrILiXlcjdyx65Gefzp5luYrSS2mgVX09SFMYPGDkD07kZ7g16EqcFByjJNvV+RjCclJJqx2+uaa8drPLDHax+Yf3krkJ5an5i5PcAgHP4+tYOw+I4Yv7TuoILKNTtSQBJJ3CffYg8LzwDyetWZLEajfwpf3032byY5pt0uyKeVv4EXoVXHfPOK6WA2e4NDa2uFUoWWFQT6ENjp/Lmvn6tb2HuvVnpRjzamdaLpUVqbPzILm0dI0dDucvtXbwMkjI6/SrVxYW13DPA1hcKjlCqqTGOBjknnAwMAEZxV63H+kGUbkAGN4I+bODnjt14PpVkxjby/mdCCSBk+9eZUxjhNNM2jTTVmc/fTXGnwzT2tnPPckqfKI3Yx0JOewGfrT4bzaIJ7qyuotwDBpAc8564PB+natcAQsxXb8+egJ+UDng9KgSQJNIyxtwBhFOcnnH0ojiVKNuW77lclmZOv26zzaTp8OxUN1LhmY/OyrkZ56nJP1FaN/FiXdJ5kjpyw64OOv4jpnj8aqanFEt7YSTvHCsLmdkdSRzj+L1HP50Xk0l+sF1aJOLSEM8bLnMhJ4cjqycAAfViK6bc9CGttzNNRm9DPFlDb3TPFctFEjb5YQSVA2YHzHpwe1R3EzzRKbaRd8qAWgUjIO7/WD1AHP/AAGp76xivIYZJGYvDh3Q4AZhwPMXPGe34VlT2bz3zAXCpfPtAKj5FT+6BnkbgB9Mk1rh4e0s5S1CcuXZF+w0k2h8sTtNmQsZM4VzjLEqeucA5Jz+FbTBPspmIc71DCMMdxI5Ax69Kwrm6v47bT/tFssMYnUXGJMhgAcleny598jFaNr5rRxSyTbvMjCo0mQVBAyfX8axrwqO1SctSoSj8MVoLeWjR6OqlEKqhZnDbSO/TvWHJL5Xg+VzIiLFLkiQblYlSACP5e+K3NSefymMQUIqDcrJkdCGwQeD0PTnBrkrW7hm8JazIIryNluh9oiJVWk4xgMei4xnHI7V6uVu9O779DkxC1sO8Pz21zbrBBEIri2bzA8o3KRxufd/Dt9PUis3VxZz3Uq2Elt9qDBzHbb383ceeOgK/qCDUmnm11GBNNu5by3RhujS2UeSrDhTjksTjknqa19SS0tZDHLEtnab0BlUDdIRgnLdVx1565rsm5QxLkk15GMeWVJJsztMuryzknupdPeRpU8ksZMRoz8cnk7z1IHPJ6U68iu7KdDIttBbrm2Zbdi2xmADOQeSDjPHt61ct4k2yWNwIktbi4fyApxImCcZA/Tv69ap6raaaES5sbyFHW4V9qyZbbtU4B7EHJz7+1KLg69m9fQbc407o1tF1H+0Tbr8+I4lRgrfITnjIOOoXryRg5rS1W8hsJIVkma2E7LH5ixhj64JPA+9nJzWRaxwtExtJ1dbksJnZvMkUu/yKxHcfNz79ar+KZJbnVN0Mfmwo3kJ8pwdnBzz1HIzWKwUK1dXdkvxHKvKnSbSuzU0hJpHe5xBMm9QryS7ixQkbl444J6962eJLN2bABYtvTsOxz645rjrfUL2206O2t9PVp1KtuYA5G7JIUdSeea0rK6W/ktbl52huImJkiZuJUwxGFB5IBOD1rkx2Aqtua0Sfqb4fEwsl1sXoXtbZLOykd45pAyxByAxK9TxwM46960LC8t42w1wolVgvzHj/dPHQ569Pesq/srKWe2vQ08c7hYo57ZwwTr25BzkjP8AKs27nuLPxFaPGwe3uRtmXszA4z9cAcE9q44YSNW0rtPz/rY1lOzaH2c+oxa8DM4jhkuHlVZBuM3ykFBzhflx8p5wM1u2GqQT3TQCVU8kBY1YEseCrHHfnP5VmXxljnZfsfmXUk7NDM5AVcYPPfhRgn6Cp7bQxI6skiI6pzOjYdzjHze3JOB685rXFxov4n0FT5krI6B3CzEwoi3MgCh0GGAIwQRnB6Uy0ZDLbqSJA6NtHP3R29qrx2cjxxRrbTJID8rsQ4Yk5PI6Y9+RWe0zG01FbxnT7LvYOhPzxq3BGeeoxXm08NOVrM3c0uh0Mbzm3LuY8uxLAHGfTA6HA6/SrNt5hjd/MSVN+0lIgnzdzj3Nc3p1xfXWirPLLFcPKAY9i5ODgDg/xc9auyrdWCPPB9ycIwt1ByuSAzkZOccnApexb5k2roLrRpE/iSKXyYrqG3jneFhIinqX6DAz+eenamafpkUVkY4yEWZF+0LsXZk8EDbxjqcHj5s1fkWYwR4ZI/kCFwxK4yDuwec8dac0cZldVK+W+SFRMH9OlVDFulS9n0IdO7uYWr6L9p0a3tyI7ax81W8xsYABxg7eeQW+Y8DFYx0xrKyXS0kJaa4KxzeSBLERhgcHnHA57Z713So4h8pJU8tmOcL14O38OxHfNYMEE8FvGLuV5IoYyRsJDIoONnPT19TgV6VHGr2Vk00jnlR965iadZzx38qX5hmn3mVHEeJX46LjhSM9eGJx1rXjsIYisltIB56FpFnPmZZm+Vs5BOT/AF6Yq+lsy2aiKTe6RFfPWM71Xtx3fB5PNVLXT5r2KR7rbHKW2RYYFkTjgNxjI4zWNXF+1d29Nv6RcaXLoY95PqRvra1lWJsbmmKfKpI5VgOuBtHf881px+YqyG9eOTczMoGRuB6Z9CP6VgaXc6hDCBcG3EMTm1CxkNMWLYVf9ogA8d88c1tBbiNzJetDBEsbF0kwcKMD5j7H06Z5p4mhJ2gkvUdKokmyT7a0kwW2jVIlBaQ7sK/oB3Hc4+nrUxkUMrK/zuNzL7Y9ulU0SUPaLCBEWWRbh9hZMIucA+pOcH/9VWpIS2UibIONp4DfiT/nmuKrFKSRsncfJK8sRcKqseRk5BAx+BrOjjRxIJFBLsGeQAHI7Z9cYH0ounextjeQxNNbyBQ8bsSyANj5F985I+vpVpS93byPCYyR8pDLxuH06Dmj2c6autmJ2bISk7vCqzbY5X2uyDkAZJP54qdrGXylWGbDc7wqqASeTkHqD3zUNsHSBJJMvKUyBGwKuccjP/6qSaeSKOW6XCAEH5ucAn2rSDqXtEUmktShdwy6S5iti8kU7kx+WQOSSSGzjaeTgjPQDHFR3mjPqkX+nPGijnbDy4bPI3N93GOnf1qDU71rzULW1t/LeZ5lLC3fcVQHJJ7AgA98nNNvJtWk1XyLOWSOJvnG5dhAbneWPBHJ/l1r1IUp2UpNRl3OVyXRXNrS4BZSeVbRNBsUEqI9qyHH3iSc9APrVqIyCVy6uDJlijDORxgjP+RVOwj1GwaYXzKcbDAEcFtuQoJ78EjjnrzSyeY88cl0SwiyxAb5tx5wOfx7159aL9o7u/mar4dEbNtLw8vljAyoIGR07mkNtCw3bsO38fHyjHf2NUrd52B8sxru38SblDHPKleoz1yeuCOK0rc+Xu8yUPIQC67Bgc5xXDJcjZslfcVMyxRTOinYQi7ckKMDp64wTSZtyYi0YZ3JAH3efbB7/pUiyRXCyozLgEqQF+6MY5GeO3Ss/XHj0/TxOkiADYpLKSWA44I7+1KL5mktx2Ld3D9mVDCV4BKgk4zgH+fFQxzzRpKSQTj7qdD/AFxVOK+XVInaO5SSTIHmIQQcH0+nPrUkVo1mxhS7kxIMiOM7iBk5OQPXjHah07XT3RpFly3AeMuZH3SKcoOMe2ewqFpre5leFXwM4burHPUU8rIoVdu4qcliwI2jj8Sar7iluMqiOOoXBXGc4qVGy1K6lk3dlaYhmkO8em4iiqGJI8ATCQEAg4XA9hkZx9aKu1NbsZctk8lAiuiCMgblXbtJ7dx1PH1rLuPEDafZ2wmuC87hl4TKtjOOfyGfY9MVc1PRJbtJIo9Su4LOTBAWQnc3Q5zzjvwfrWLBpB024tkaea4MJNxF5o+TcwYP3IByV65OOnevTwtOhJOU3d9jhqyqbRRXl1HUZB9se3naSLm2iEY8pVBx8wByGXJOT16V0mmayNUtFuockSTEhmHzIo659hj9cdq5mTVWtIzeXVz9pDSiK5lUFFhJBYDI5PIBHHar0OtafNHD50UizOd4iTLqvBIOQAOc5x0Oea6sVRc4K0PRoilJKTuzY1aPVHlt0tnfyHBE0kZAEKbgQ7BuTkZBx6+lclLo17p2qTQ+efsk6GSQ7C2UbJUHAwMFQCc8EitSbxMXnghXz7OMoUD3SY2kgYkzk8HnjmuiEcN+yb5Zmh8vYLdmIRX4ycDqeep6UqNerg4qNRKz3FOnGs+ZdDMhjjubDTbRo0luRGdiM+GKZGcdhwPx/CtZbOO2t1jEKxbFwoTO0ryeOvfNc1q+tXOlMtp9ilWzeBGVwQjY53IG9Rxz2ya6Gy1E6lplrcGKWNWG9V+63GeMdxj0xn6GscxpVOVVPss0oVINuPVDZBNdRt5TSRxAFA7Lt2HbwffBqa0W/SFWMVvOQFRiknXHBbkdOMgd81Cs6tFHLbXu6HO0o4zlcdPUED8atSyJZWVsPN8siTbH5ali4A6EDqQBnHfFcMk3anbc22V7lmyubfUHmSGYCSNvLMjjBVu4I9eD+BrOe5h/tM2SywFzu8yPPzbjgq344xWHppivLq3bT40+yyu0lwclQz5IYYPToPcZq43hPOs3eoB2jtRDz+9LmViMh+OQB25ByB2rreEoQvzu2mxk6k29B+tTRajcaZbSJvElxsZGbbk44O7uM446cVq20z2ds8TlZGjOZH3Ybpxz6YxVO6iJOnWhkiVonbKgEmQEAMc8c96rC4keBIzpzySRxkbbUEMGPOGx0Pr6VnKjzUIqOyGpWnqMm0z7ZG8s1ospQs6LEoAYdQvI56d8DpWBLFY3k9reJ5VqGdvJJcYkzjBZQRtGSRnIrqo4ZJpnt/7MeZ1jDypLeH5MjoTyuce/5ZrlJLSxhvY5bqGa3w7qbJrdNhCtgA49Cc4zk9vfswcHqm9ehnWl22LIktZhejfNdTRMVe2efzVjA6BexJyCH/8Ar1tCVpZJTDIbh4Ad4fAZCRyoOAOCPwrzzVtXlm1GOC2jjheLdHDJFGYW5bOSAB144PHJra0bUXhtrg3zTteWYed7aUkEgZA567SSAc8jHpXViMvqcim92Y08VHmsum5s61qN1bX1rYzqPs9wshDphizADvnIAyPXNQNfJZeFrq4Nus7Sfu4kdRgO2cEg56dfrVO31K41q/fU5bJREkJjgEkmTDg5LD1Ynj6VOLab/hFjDGXeSOYyqS2M5DEgnH+0e1deGpRowjCVk1a9jKpP2ibXyORhmmtUilX5TH1IOCMdOafDqULQSyvGrybjJmQlg/ByuPcHGe1UrlbnyEzE6iWL5dwxuPbFbE/hK/stGiuwqTLMu2MRlmY984xn1/AV7dadFpOb32PMpqpqoo3bS/guRHFaW7eVHCJVhILFvmycA85BIAzz9Ksa5G+kxWl6kMPl3yFDJIuAjlg4L5yOpb9am0vRIEvYvJZo4lkVJFZg26PglRgnkgZ9eK3fFugXOvabZpbXYJilLyNIcDbtxuOO4xXzVSpRhioxi7J7nrJVHSd9zltDto57hJYokj3yvgRthERSW2gEcAZ4Pp9KWeM6rczWssc6XJTe10z+YjK655Xqhxk4HOAK1PDOjRwQajbXkyOsEklueOGDgc8/jWBe6c+jXWo3qzMbIShRDBMwSWLaRtDH5g+4ADtjPaupzhKpyxevQhpqK7dTLTSoY0mtY0urmQA+Q0cW3dsHzZJwB1BJ7D603w/ZzJ4mSKSIrcwo24D5SOMH6cH9afq+t3M4VU3LCVHlwvKHZGB6kY6f7J4PfpV3w4jXeqXt3I4efG0RhDzkZJJ6AE8fh6V3VZ1I4aTqdjlp8s6y5TpY7Kxiv1XY6oltFsDSDAjVSCG/vDByfpWDHINS8QwNCgWBZC6HzC4K54PP06dOlUdThgHjNrcRSpHt+zqlsSS4wCGxnAH+z93ArR0WP/Tb3fHHCI4doWEEqi9OO/4V5EMP7Ne0bvdHo+1cpcqXU1rYARrdGchFBWJ5G3FV3nLZ9zx9MVbsJLdzJ9nRiTIT8uQGJA5PY56+3aobOz0ye4nRJZp1ji2vGV+SNDgg4OMZ7Z9KraWtxb+bJa2LS20roAhcKsYHoTk9x9M8ZrzKtNSur6/5nXCVtjdt5LkSIyXIa3+bIEYBJJPGeoyR+lY+pzWkU90bq2mNu2VdREwjeQ8bS2OcnsO44q+z3NnYPJJPAnkRmSRw5YcZJ+bHfGMdeapw3Ei6KdQvnELCRYmkCnywSQQ+BwCPWsqMakJOT1QTaeg2zu72O0i8jTYimVFvHuO4NnjzB0Udc59PWtm3vPs0ki6lOizyEAIT8hHonXjOOvqO9RT3otpVkW4spVd9qh3UAsTjDEe/tTtUezu4IhOiQDbxIh2sgByVU9RzyPXioq2n7tSNk+247voaFxNM0W5QEQH5mVck8+tVbXUY22wNMiXEmfLXcM45OMjjt19qWxWDEu5HmeRsgs2S3ORwehyAR6Gsu9aHUdS+zK8lhJC6bR0klPJO0dlAGMnqc9KyhQhJuCvp1G5tamrHe26ajHbfaVWZx5gTn519R246mtC7i+1Rk+YrEMsmQPT19/8ADNZbGLzFMUiIwXcsEwydxPdvzIGfY1ci2+VieVd6n52IXB/AcZrlqqMF+7Zom5biTSExyxtJvVkIIVuRnt9Pf1rOVL2LUnnjWOWJlQDfxwpPyk5z1I5FXlt44zIbZUV3GPOXgZwcEjrn2p6oyIEmO+QR4IBwDjqfbP8AOqpzcU2ldMmai9HoZ2o2TBt9tEsamcSkxDG588u3qR7c49Kx7/bH4ev726hkMSxSCRh1KnspOdoJwRWmbu5OraoDbytaxiKHKuMKcEk4PJPQcdjWbrRgfwpMISkgnCoBgkEFwCpHXr+VepS9rFxjLZtHPJRt7vQ1NGml8ooAq25hiMfzbsgKMkfianWDKyPJJvyTgKQuF7jFS6ZZR6faR28DgRQDkE8hjzyTyfTFJLu3qRE+9jgHsvuT6VhiFz1HyIqm7R1KjWtpJMPLSVZMFB+8JRRjkL6E5NUbTSLGNxeRyTm6lwJHMuEkxgYZRwemc9citNllDSAOEyflA6498d6ihmNvbiItHNKgGXHTJ9fekpzjB2evUb5b6mZd6gbd2WGNnWM5kkjHC5PTjp9PeqOoRQ6gY4ickE42k7cHruHAC479R2rWMkKs6QKkkjEHAPAPfP8AntSklHebyk3Sf63Yp3Ng4qo1OSSaWxnyt7bGNp2n3NrALq0tYYbj7NI8UHXEhHyk+2Mdec9a1dHlvZNLEd/G8bxBEYbcFiBnBx1OT0PGMdxTrWSSJ3lurtG8o4kWPAwTnHpxjnHXg1Za8E1s7QLPIzKSismzIHX73b0z/StcVXqTiotblU6cU7k2oaS12IvLHlPINplCb8IckqwPIGQv51XmDGYJabZzCdr/ADDA7kZPUmkS6M1qkkxmiMakS7JNyo3PJ2+g9KxLaK6FkjJZedawKyxFJ9krjbksSVH3s/jWVOnKcNXsVzJM07m4ntZoWFu88RiKnyk535+uas2N4XaSSaNU3NlhI+1guPlJ9DznHpVHT57yeRRc2v2e3jT5BIQZM8Y4XgDtirrTO9sWjuo45V+6/lg7e2f89KxqxUXyNGsbvVF+0Mckj4eNnMmckfLjA9P4u3vV0OsgjAZJHwM/3T9B68VgQN+5JikDcZUgnt3yeT+PrVmzmldWUOYpC3P7vODnB475GT1FYSg3qtLD9S/BbxNEoEZjjc5JAGSf72e3cfjTZrCK9s4lmGTGwc7jhW568Hg8/pULSyPK8ZmVyhUkwr8h28YIPfnpVia+Qo0SxmSTZgYPGT9e/rSblF3uCSsZqPELR006ZAMsECDdhg3Q+oPf65FZ9mNXkmkhmKRxxSSRyts3bvRQDzjkHceT0qTT0SDUtQ8yFIZXAmjEeQrIoAIGcdGHI9xWhZ3B1HR/OibmQMowuMHGCQOwz/Wuq3s07JNO2r8yb3sSWZC2kaMyyug2u6HAJBx07H1oqDwda/2d4ejTUPkupJZJXQAMFyx4z+FFOpSSm1zfkSpNq9maUsp+4qmPaM8HJ4//AF1lXunm5iKRNNC03IVcP05xg8f5yK2Y5VjLl42cAkZI4FEUoe788RJnoAf4R6elclKs6buOUbnmOuraw3qQzNHJIrE3a7PLQvkcsB16fTH1NXQ9vrlkYdIeaOZXjBKuTHHu3byBxwdxzjvXeXGhaZeR+ZMiTbZCyFhnD42598DjmsjSvAmm6cn7meeQkbZGkIz3+6wxjOcGvo45nh50YuV1KP4nB9XqRm7bMxdG067vrNrO+iWOKSEJAXjyRgkcE9CAB8vtnNb11cJothK7FW5AZlwXd2+XcwPTnb0rTls2iVVhljwvzqzLzuHT+ua5/wAZySDRXMoABY72VQV2gZGG7HPNcKxP1qsofZb2Or2Xs4GyNPS6dHvJEBBWeNSAQh24PXt/ntU0ZRY2iilh88MNqsAMnPX+Y71m2bXKaTaRTsxunt0mkafc6uSoJ56dT90YqtPEWurETJkO5AK5VumWB6kDHoec1lVUpzcJvRXt8iopKN11NsabE8puoR5UnK7V4DjPOce9TrugiInlLkKWYoMFTnOfTpj0qO2a58l2mMSHeTEEJ5TAxn365qrJJLBKJIuSfv5OVHHIGemfbr3rhU5Xs3exo4qxNZ2FvZvcIhPk3MplSM5KgkAd+mcfqalczS24hglPl5G8LwMbs4z6dqrPcM8PnKVbDbQrDBB7celSxCTzPKVMF1XJLfLhjgE9+o61TdSpLmvqJRSRSS2utTutKl3iKG3mkd/MXDuvIBOPoKjtdZ8yznuVWI+SzK0QYE8scnOBnd2xzz1qaMQz3y21z5cj7ndCTjgfKc+oznnoax5NJ32YtktkWBCVwzErjnGCD2PP4mu/2kZw5amhE0lK8dSTU9fjsZ0kt5o7ZXBXZKdxUMON2D8uPz6VzP2LdbxpFLPeW0p3uJhtDJkkNkAngjJxnI61sz6ZBFfvPPbPdR7GKRxxFihJOcnPToc9fypkiNZzLHBDizUsHUHG1jjn3Bz09a9ClUpwSVLc45wlJ+8czLau48+NgYgRsinUiRQf7pGcDr36CpJ4Re3xnlYqrfeO7n35qzqaxwtGYtu/GAgJ4XPHXp7CqIieaTMnEY5CE9a9RTnJXZxW10N2K8sIIUtljKLGCMYwDnvn9a6HTpLOa0ItR5ioeWQFsfXFee3jKqtNezpBbx/wjkn2A9aqab4ztdK1ZJILSeNFYEkynLfUCoVOOtkVd9T2Sy0fTtVIlFtHcKowPLKsMfStldAjurNYXkkWMHcFZiQpHTI69PwrzKXxfp95qsusaXeR6Wz4aWBpPvuOjLjrkdc1ur8VZ47GSZjBLO3yeox2yKmdOMlZoSk1sdCng1tLiluNPs/NjkcO6ISWXHouePwrnb3UUuv9F2TIokHmrKwUlM5246knvnjFS3/xft4Y7K5st5FzGwkjX5jbyLtPzKe3J59q8y8ZeP8AVtc1OSUSQo6ttSW3J5T/ADzXPLBU5y5uprGvOCseoaHqMVstzMXjV3uQyZ74H/16zfHk9rFoLNDGEeeUAlDxxyeB14GK8ZhvdcvJQI7y5Ld8ORgV1UOn6wltvmuJLmNUOVZiNik9QTyTnFWsOo4iFRy26A6zlTcbFLF3euFto2OMn5VzgZ6s3QAflXeeHrA2c93hS4iMTNKzbFfIyeO20cEc885rGsLFoNHniEl9bWc8ixXkq5YIMgkcLxlD3PNbdgkMWrQwWVxcPapciICckuQqgbW7gA54x3rox1WdaLpwdv8AIjC0lBqTRetn0u/1i4Nkge9tlDNKAFLI7YLKe4GQP0qgnnXS6zcwyLbyKylXVfuqh7Ack4XHvW9pmkWlhc31xvd2uoyryEAMmMkMpx1GBx/M1zdlqZsUvY4YPPnmchI2+6Tk/eP9RzXnUFD3nB3SXU7ptvdGdaTR3+r3FxqXnLAY1cBpBECAM7GVeMNgnA79K07PxZaQ2RjaV5ri4kLiC0TcEJHCbuBwMdelZa6FbyawP7XmUlEE1wG2pEAeFUDOR83UHHSuns9OWC6FrHDEIgoKg8nrgY7H0z9PWnjalF29F+AqCmlqZsb6rqFzbytHZ2EMb7wsqmUuR0Lqp24B28euKjsNOtL3SphqF7dysJfLVDKUifJx2GA2SD9M11RsbdfMaOJElZeXXkA5zjnjtWBbNFZaYyR3avby3ZUlMjIK/NyPu4z71z4TExlCSStY0qQcWUzaWT3lna3q3kt5EjJLOsvyxNuAG3I6Hhj6ZFRza0omCxiW8jCktCwIljcZU5JHOBkjvz61pzabLeeJb2Jp9lvsjZ5ckyhsY2B+3AXOOcAVYj0i0n1K8mFqFtrOSOGGNCRhlXLcj0Jznrk10Sq0ou0lrYlQqNXRbi061ASSFrq3kuWjkK7ACQOSNo4UHqcdyOarNZk6petp12tk0su3eYRwoG7mQtlievTrxW8be8a6k3ypDAwTbIoy4wFY8dAOtUDapaxNGkEz5YY81MhuSQST/ePfIrz1V5Jys7+Rqo8xNoaFIQl5JFIsSqrspJYk/MWb0JyeBzVP+1g980ENjObNZihmkTbll6cD+E8/kK0oUTyLmb7PI0jkOSFBZWK45A6nvUEd4lzsmSMFQow23gcYyfTp3rmc05SlyXNOWXRlKTXXW+OnyW0iwNILUXfIKsckfmOhrYFvDYwNMLi4eGJMsX+YhMlscD3qs0iyRiS4jCKzJt3rk7lyAc/54pbvXbfTrfy0kWSbAKJjuTtx/XFNRnNpUo2XUiTjD43dla3kdbCNkVGkuGabcWHGThSR6cd6wI43Fvp/mbTHPfo0jZOWAyd2D7549MVd060sP7N0xWRfNuCnnSFsMyZPJ9BkgZqqs5udRsY4fOnMd3KrR9GwARls4wOQa9inTipNo5JSex00EiR2xnuGMjAE/NJnjPBH1/8ArU8OXnW5yyhjtG9shVx2H+etZsWsaZb2yNaxCcvKLViByMdTz2A5phM9zsBV0i3ksUbgEe1cVSCp3bVkWpOWiLk9zHGis3Bxu+XsD069veqE1nJPAxtpVQMufmORz6EVakCJsbb8pUlskfLnp/nms2Vp7S4UIcrgMYkG1RkDn2z3+lcEk5S906FZL3iaKM2MX73G9CRyOCcDqeo6019TihmL3DBYAxXLZOff2yfwqCa9uLhzHKoaFQAHV+xByWz29APSooA0ERtiqlVDcseGUg8Y7+9aQo8zTluTzaWWxNpNvHeJeXMkguXEvyuDgKTkjaOgI5GferdnO9zGBJtUbtqk9Rjg5HY8deaz/De1NAADCJZrl2Uf7IHYd+taKQ2kMaqFV5FAxJIoJPP65zV4twjNwd/IqF7KRcmvbewR2Z0eV0ygA+UEHkt9Tis83Vml155ldr+WIRhVJYAnoCOgOcDPSojLaQSiSzETxKT5rupKg54Ck9wevtgVRnlwHdmjikK4jYOELM3IGe574rfD06XLy9+plUm07llNWeXxHNpqBBsiG1lHzcAbufUHH5VfuB5cqS5ZlGdwC8KCeD+f6Guas4xDcFze2ltfFI1kSIFQSMfKe5HfAxkkduD0090Qycv8u58Ec5xwP1ArPG04RadNaG1Btq8x0fkXDSGGRWAG2QZ6/wCPFWFtmjQXMBURtGQ4PJIU8Y7DBz+ANZUi27uXltUMzchcqAgAzljjj8c+1Qwxzrps/wDZ92YZAHIkt3KK7c4XBzx29q5o0et9zXmNpNQWLxBPA+1lMMbYIwFB4IPseMd+avRySz3Db3hjEWHiXOcgZ6Ht/jXD6ZDCdPNxta8WfDEhsSIQMYIJwceufw7VuWtxYmP93tVl4eLO2RfbaeeadejaVoq5EXda6CaoZZ7QXPnIbqDLxLF8uVA5B9Ay5z+FVdJ1O5k0IXDTxi0jDrG+weY/p6YxxxV26hje3uJkZ0dUbG5DjkYyB7+9Yxt7m10O0tooxBFckI9vJ8xiY9ChPK57qemeK6MMo1KXs3vcVRuMuZHS6dOBpts8qSStIgfdtC9fYUVLLc29qwgaZFEaqirxwAAP6UVw1ppVJJd+xrCUuVFjzEkBJB2ucDjr68+lPLxRwxuZCjZ+6OA/uD6VVmlm+zOu2SCZ42jjZRuMfHGffPtWLNcsjfZprx7aNCGQzqS2QDllAGBnPTJ6U40I1Opm58p0/wBoLoXiAfcQSinGD36/nU0bkKqH0ySSPy/I5rAGsQXMyyJIzNKMIqnBJ7sVx19u1X9P2ajZvNZXBlkcbijn5lznaGXjA4A+lRLDSin2HGcbksomJZVPnRnB+YdPoR1+lct4kme5sjp0hEsaspdjkNGSSAMehFGv6hdvqZsobn7KsUKMu5x5cqHILKACRyBz2FZMeny6fZqZrqKZrxl2eXlgyryDu+h6evrXsYDAKny1Jy16IwrV3JuKWnc7S6u5dL01fIlglDeWq2siEsWKgbVI5ycZ56VKr4uYHluo1eIOsVvFwqkjnryRjkZxVKbTGvtVtpmUxpZj5TvwXYgAv07Y4HfmqN7aRNEos7gSXUUimRi6l5Djpu9xn8qwqRjKfLzau+vYuOkU2dSkpDB4wxLAZDD26n/61ZM+rW0ss1krwm6xnYeqEc8jtx3qOW6aw0xLqfylCZBjtCSBkDOBz0Ocg9vrVLS5bhbq6k1GGJDghbggB5Fzkc9CMkYx2rCjgfin0X4jlW1SNXPluj/LgDgN8u4+v5U9Wlnn32/7iNAC3z5/A+o6/pSCBraaV5wylTzl93HY+3FaTL5tzeQZAYREYA4XIBBJ+lYw92Ta6Gj21M6aWCWSaOCMiSGLZAVGXWM4AwO/X8TWXGmrqzT7XlXdsWJ4VXYO7tz39O1dMhiuLx4o2KqsSrk4G3jn3x6USyRMwEKAAqQpAHb+nFOriXBKNrijC5zt5a6jbW73hkglOPmjxtxjng9CcDBB7Z5rMurwSaeswl3s6bsjqc4znj9K66O1zBIqYKNuxnkH+9muP8TRrawq0aqAyEEIMZPY/qa2wNVVpqDVmZYj3YNo4y6vtjM7rhuoNZD+Ip8ny3Qdhxmpr7eNoYbvWmrGRBxZ7R3LCvqlax5GxWe1n1OMvNKxbhoyORn6VmXFhdC6ZpI9rE5yPu11elIryEQHaYxnzCSAKtL4fhlk864uJJHc7yEfA/KqSJZx2naHPeq0jt5UIGQ5Gd30rZtfA+tzQiWPMdt1LucfkK9I0bSbJIYpVhBaOTIjK8dO4+tdTfKt9b/Z/u+Zhm2DG098UhHlOleCjK8aSbpC3XPf3NdNefDrS7bTWnuEcMELKqtjOB6/Wu503TYrZH2qVjjG6RxycVgeILq51C/imYstimdm2IkKQMBZCOADzyO/WuSo3FpX1Z0U0pGZoXh+0sdCFzbWbFpGLMypuwF9Seg/A1W1MzxWFw9y4gLsUFvG/wAzJj5yCV54wc+hz7VfudVt7Gx0yynKxxS20s5mdiNpyQFAB5JAP16Vy15r8viOePT7e0DXJuCYmluNwX6ZxtJxgjpyPSinh6s6rbXu9y51IQjZblq4m2agY9KnmGlNHuMd05I+VPvcYyOuCeMj6Vd8L3Fyk9pazeQ6W90VRtoDAsATyODzgj6msK7lm0uwXy7l591ssTMsQIhJJJjHOR1H17Vt6LfSXupaPbOIBiVVj8g7lWNY1wueu/PXNdVW0ab7fiZ03zTR1mpTOt7A1lYNcxzDYqBwQGHDZz+H6VjXFnbQXOooiSwruQZmYFlLHPUdBzW5DEsGoXLrP5T2qGUlz0I6cHuM8j8O9crpGux/ZJ55y8+oXEzDyFAaRn55K9Md89K8TDpuErHfUsmiOG1jTVtRjuneW5dIVjGwBWBDfe7Zz+Y7V1TKl1FBnfZ3cKiZFUbSjYx78eo6HpXPWiiXXtQOp/JclYzEkbHaqbWUkn+JgCRn34xWrcyx3NqskQdQGWMeUcnjH3uOM/561jiZPmUVuVTSW5qPGsto0EpjCldylThc8nGPQn/Cud0ayFnFcJeIVxIQcNgLx97jjH+NbLwBrF4Z5ZBOy4LFdy7hn07dBxx3qW2MVrbiCGKNkXajln+VZMDI56cc56Vxqq6VOUFq2bOPM7gtnbMAtpG0SsWkZnTcoyRxzz1xVS0E1jatbzQvLeF3ndIsEMzNkkHuOxHbFaU0scU6NO2xmYKvJAGfQ9M/4Vk6vf29hcT3EbS3UyqyBYGzt3A4GP7p9fU08NGpUla179xVGktzabzZkUQSkYAbrkAjt/P8Ko3DNJpsjXClmjJYxlhgEZJyRwfX6dOlYceprbQQb5xuMw8ybOEwynI7DPy8epHFal1qNtFH9rgnLAooWNDuDL1wvuevr+BrpqYWVOonbzJhVUo+ZYsrp4obOGeMwzTurkNIclhkkFuORj8e1GqqYnie2TzmYES4YgouMFgBw3ToelUr+2k1N1M8Z2PHs2bhmNRhssCDgkgDg8djWVayebDd2t/PdyGSQQo0rFVeMNuBVz09x3OOtNUoOXPfbdEuUl7rNCaO4v7mK3iuCYUJaUHPDYyArdDw36VW1C1hsF8yMCa4Nux+bny8dG657/rWm0redIrovkMSW+XA3Z4Ax65zg+lZWtXYuba6gWJXZUCy3EX/ACzOeEB6gnP/AOqtKVWcqijFe75ESppLm6kci6lPdwRWthNAsKxxxu+x1jynLAdcDGf97HeqFreyWlnf3NyzPeoTCVflmflicjrwOveutNxa/aFdbmDzV2w8OC2cDKnHI+n41zjEahqM0M1mHtGupGZWGS5ChSQB1wufpurro4puU046IyqUtE77jNBS9XSoTNH+9DeZhfvYI4yPX396lu5riytFXyrli4+6vVxz1x0yeK1ps/OtrDBHKgzhhjZjA/zn0p0Ng9zGWu7g/v12tFG2FUg/3iM52nHpzXmSxSnNznt2NFQ5VZbnOW95IlxboSVLplFbAO7b0znAwCRS3l1tOTIVkVRiJs/M5IAP5/l1q7Fpd/bandSuY2iBZ4pPLGGB6DH8J/nj3rNksb545ituZogwZQx/eMGAIbngjPHHT0rrfsZS922hilNLUuoQqlsqkyABwzBs46gY4b3+tM1IXUYWcrGI/LfzF4YgkYVs+/p2qVCDcQTXDRlSoG5zwwAGCR0AyfxqDUbxNQghitioW5mC7lHpxgj2wadOL9suWOhpZcu5azaaRo2lm7DDdE2CVJG5mJAx6nGAfY+9QQXF7d/NCiQQHI35Bfnrxng+hP5VUgePV9WldZJiLWJY7c3WdzxhcbyO5PPpgH3q2k00jGEyeRHHhTFtxznIIHGV/wAKnExSqNrccG7eRNcW8NhZpHD56iLhAw3726/MfUevesqeWTzRDC/lXITzIBOgKY6blPc8n8qvfbbmSzYsjtHGpUSqv38E4OO3t9KuRQosmNirIRjLKM8gDt69K56dT2d5TVwcHJ6EEmsW0cZN6bYbguSyblk7AgHkc5+nX0qlehLC6e5gvhCvk+bEhBfgnoFPbPGRg9yDT9T8JpqWoxzpi3TaFk28EkcLgdscfUVsLpVhMyy3EHnOhwJBIW+X1IP5H8639tho8s4tu+6KjGrJNNGZa3apZx3NzC4huk3eYsvmR9ecnAKnrjdxkVoGCaG9S9NwzQt8rQbQVIP9Tnr61PNPBFgwbpBJ8qkfMM8DAHQL1yDxVXZJBbsUAELMYmgJG2Jm+6R/dB6EerCsVNTmnT01NWml7wnhoTXGhReY4XDyJwAB8r4HP5j3p91pwnhjgMUTYGIpMfvEGecN1AzwKj8Jwyf2FIruRELqXywrdRnuPY56Vs3DW8CRG4m2IzYXccbgOccelc9eo1iZKPc0glyJmFqJfTLZJbK7uIrZg/8Ao8shkKkcFlbtj+6Sc1amdvtemLcynysC5LTbQVAHcjg5/maqO08vh69dXWRiGiVQN3lorZPPQbj+PIqKyMmt30EiwxTR2lgRHHM2E8zorN7DJNerRhGzm/s3OapJ3supalvLLUX+0jTr273DHmxxcH8TjNFX2k8TjAt57S2iUAKiAv07kspOfaivHlKld6r/AMCf+R0JTWhtCaaZt42bWziUjPr6cdP1p/lrd2gS8t0kGSFU4Y47H0Bqa8uTZjdFE8isRuWMDPvgHr2/nVGPUba4ZpkLoTkMjrhhj2/rXKk7cyKt3ILjTNOliLeWwCvlVeRwE7Njnjj+Zp6actlBNcaffvb7VUbCysCRwBukBPOcdeKWS5VzLiQMVG84PQeuKgMi3E6xOiMBtbDHK4z78VvCrUVuZ6EyguhxkWoa2128MI8iQguyS26ruXPylsHJI7Be/bFWYtUk1O3sLd0kDpKdxk27uDgZC8cYPTH513UttbSyJO1sj7AcNsBZc9wf8K5lrNIfGFzPGoy6GYpxtLbOvPqQCa9rDY2jXnyxhZpHLOjOC3NVbpZb0xSSQyR58y3dJDgj146fj16irHkQ20RkkMC5yXOwKSSPXv8A1qO2hjiiYwxorSHdcbRgl9o4HquR/Ko7kxSpBKx+dD5g2NtCnpkA8kfMfyryKtp1LQ0OuN7alTW7PT/s1vNLH5Y+1LtSPjc54Bx0I9R6VJJAL+RFMUUKxXPywrkiRkGRk9sAk4A9+1Syrb3KpLcMpeM7HRQcYfgfTPy1FZT7I5pYYgUku5QC7ksSAASB07DjPQV0U6klRfkQ4+9qbSSM/wC7uJHEpB3uUB3Y56j2+lTWUcsoL+YRHI5bd1DpgAD9OlULOOa1Ty5oRKZuHcHk4HDE/T+lRpfyxWNsrKV2yLubICopJwx9hkZ71wxjJt22ehq7bF63uZGmuWcI2G2q+3Bx/XB/nUErymWREh3uqkKAeM/T/PSooZBb+duMhPmEYP3VQHHPoTz+lULm9NzcNb6bMrPlcoSRtJOOSBzjnOOvSh0nKer2HzWWhbu9WfTFa0ix5q4CoVHz59ADn8B06niuQ8UzzPDGZInQsv8Ay0YE9fQfd6dK7SPTrS1tmjTMlyzFnndBvYZ5BOOB6DtXH+K1O+NGCg5PIzXfl7pe1Spr5nLib8juclZr9ok8uThuzYqZ9MfBDXbSL328GrFnZiZ9uPyrc3W0GFZeQMc19JseWzn7KCeKdNyOIF+5k9/eus0nTonVd/zkndnsKrwXUe4phHj689q2LOUAtt+Ue3eqTRDuadvCkAKoua1tPsZLhxhSSetR6Rp0l66dSTyfYV6NbWMFlbYWMDanJHU09yThdclayRNOt4988se5lDYIXOD/AC/T3rmvFZEWmw6XAtw0krLPJOu7YqDOSWxjBxgg4q7qt8U8Z6g8ow8W2OHrkrtBz+OabrV75uk3NwSVCpgoW9ePp2FeFiajeLimro9GhBeyucL4l06TUl0iSIb0SwLkqAAqeZnAOcH165wKda29olgkF7JAZbaMpbSRphgNxYiTAPTPHoK7qztEm0qyS4iaW3WIEx9lJPXHf9abN4etljvbhUCy4IRieRIRgNjn1712TzaMW6LWxDwl3znMXTxapqlgyxxWltKVkaWFgyAKMbgRwCcHH1NXdOuEs7uX7DbRQrIxAuDDlkIYYIz94n1OOtRHRxqOvxxXS4s7e0ijhKLtywGGUnuNwfkVsujackaafDGg+0ZkikJIkwOG65AJxWNfFxc1Bat206I2o0NObZGLqGqanNPi+tFjSZ2kWSIA5LfeBBOeMDn0xmodP0e1igtbuX/R5RL83ynJTHA47AnP1xV2/uDeyQXfkXVnZNE6ZUq6PhflJXqMEY7ZGPTFMligu9CtJpLOee7izcJ5RLSKO+GPbgDmnzpUr9ylG8iTUtEls7m4ukV5Y1s8h0YkuhY5XaeAPmA465z1qPSY4bmxS6sWkc8DZGSQVz3Pc889wAPpUVtDdX8Edi2m3EN09ubeCSeUlT3POP4W6A9x3qVLqLTDfQ2N1dSQ2YbcrRDKEkhiW4DDd6fN1OKxceeHKt1+RfwyuyXVb6HSbTzZZDKgjG9R6Z5+nWtHSJBdabFlQF8pJGLRH7vVCe3bpziuE16U61pk8EZjaeZVVAhwBhj0HXGf512c2dK08s07i2to4o328ksEUE4HTgZ/yazrYJRoxt8TFGs3JroN8QajbeVbRKpFwLjcxVDt3AMO3XOf8K5mW/cIuE2tM620rBAzIenIH3jwOOnNOlgupb0XEQEcLPPPGcNnCggfd7ckjbyN1YEF42p3Vythp0c9sA4toiNjfw/M2DycDp+PNelQoQjBPt5nNVm3K1jsF1iSz0vWLSbzJdRlZQu5Q2d0hAbpjOCQCB34FPsdMk0S8jjuLiWWXARrgRhI0GzDJuB9hx39ap2tudO0iaUBBdxxhInt1BjWSQqpk44yASMkgg5IqyTJp5jW61Hz45XSN5RGUbdgjJwP9wHII4PuaeJfNCyHTfLLU343k8qJnOwlADCGB2sehzn069vSqCxxS3dvPJeOZELELtwG3EgDkdMEjp1xirsryLGwVQxbrkjkYx26e9M+xh2IXYFxlVBAwMY/If07V4ML007ux2u09RrB7iLEAMNq+QWZBubnkYPT1yRj2qjd2cNtbx2xOFa4TbufIJZ+fz/rV+4aWGD5SZBkjaGx6f59ayxHPPr9rEzKyySC4jLp1wMEEd8EAjPNbYW8qis9EKdlEtRrBNfX8k0KozXEnmtKoyR/CF284Cgc+/rWW1uyaJpN9GZEhgDyNNhi4BfA9OuMEnPGfrWhNpqWEV/e3KiW4ZXZZ22lUyOFUdh9Kl0tp30G1UzJEPKCKfK3lvXJPA69MetbqrFKUk93Yzkm7Jlh5IobdVuJI3RRjeD94k8HP0H+elLGymeaGRjtChwoz+Xtz2/XtTPsh08LYxBUiiAWI7OwHcE81ji9v1mukeWIRw4LFk2FlLYO3HTnjHJrzFQ5+axs58trnT2Q2B5EDDcQRubPHbHuc1hXTXs2pSwLcqnlHOx42DMoPOe3fjFaVkZEvFBwtrx8gyHDHoM+nvWDqes6k881vYmDyYeAY1yR13Z3HgqBzmtcHhqntWo66GNSqlHVDRbiXUrhEGLKHEflEDCMQSR746j0zn0qtbWI1nxXZaYd1rp8ELz3Yg+XK5+YBuozjBPXg+tVZnmMqWE0IeKedXYkDc+5dxbdnnP9K1tJuBb33iC5Me5TaiAlFHrgD2Hzc49K9qnRnCfM300OeU1NWRUhudHjuxp1on2dT+986KTMa46bSeSMYz6c1biuIr6N4Sk/22JQPOO0iTkrkDkEZ4rIvZjcKYIrh5JW2hIdoAdDn5lPYcD9Kq2+nNpupW11fzOHafH7hS6vwGIJX+WKynhoShzzdpdAVeSlaK0NSW5jll+xrI63GSURpCFwOuT06A+ta2mRyXLS+ahOwja6sCX9WA9Og+tR/wCjTSPIJbeN0+Ztx3YGOCf5+/HNUdT1uztLIM90+/BG2yf5i2M8Meg46e9cHI6tqcYnRfk95s6BmTcAiBkGAxVgW9xj3/pSvYwjO9yqsA2c8Aj19M+lc1d381gNIW3mJ0+cK81zJ8vDHu+Opz1xnp25rQhs5Y5YzFJLBEzun2a4nDbhyRjnA554PPSolhHTjzXsbQqKTskaCpcySE27RCJck7wRuXOMD0PBPpUPiC1aDw9dMoV/lzIOmRxk/XpxUotoLW2aOGEq/mE4AwN3XBx2HtWX4ilnTQdTDTCWMwlQwJwvIzj0/WsaUnOtFR6M0lG0GWdAN3D4YsLaKOEL5Al+0Sy9Q2WJCjGMZ6kiqQvftNxdLC81zcKNnmwp5kQXPTgYGeDgehFTaZoczJE147wx4V0tcK8e0KAjOOjHHNaomnsLaWMZcRx5BQKoZhzxjjGO/aumrOlGtJRs3czjfkRzV3fC00CSKITtEqSIpVCMndj5gR69x+PFXtBje10yRyDw0UPQ5+UZIwP88Uay7TeG99xGVeQsFZFGFGQ3PpkDoKv6SMaHI7S4j+3uW3twQVx0747ema9FyX1ebaOf/l4jaM1qv+s3Mx5JRtw/MGiqbzsjlVUFR0KnjFFfLui2zuczeQiaAM8SqSW5DHge1VJY4wmEkO8AHcx5we5NNFxIbcp92UnLZbOMdffGKiMbToWLuNwIRSM4GDg46H6UovXsgsIlvG0audrSgk+mPenSbRIj5VgMZLYyf6GokhnVV2T52jBOANwx2Hale32qJZSHBbOD0B7VUrvqCsPa7WOMsrIAB0Bz/wDrrntLkF74svLqFpkWJTBLGWGAQPy79fSt91gDAl/LlGCgRMkk8ZAx9awrW3hPiHVQDtSSMhi3OeABn164r1MrjFc78jnxGtkau+4SSWDfE0gB27XLmTuce/X8B7U6RrDUXSRjbTSQsV+WUFAR8pwPUciqLaBHFbqJGSbHz7fnXBGSdqqR0JJH1rP0vTpppo7xGim3RnEstuM46jd29On0qVGlKLqXtYp8ydjaWZpZoZZreESZYiFQp2qDhTnParsCpZTRRBFaN2LIM/KpySfp9etZC2OoRXk+61gKNHs8y24Lc5IweR24Oc+tbsElo7CzSaNnjRC467SeQOfUZrOtaMLxd0xx1epMbtraCRoWhmEzHZv6Eent3/KqsunWyEiC4jntpF3oIzg7uMgnp6nntxVO/KrpNzPFp2JEJLSAFuT8vAzn36YGM1LYS3Nvp0bFQZp8FhHkqAVGSMj9PrS5ZQpqwaSdye0Oy4upJZRM8uw7lH+sG3H1GPypVsk877RDBH+6ILKcbgCMdu/+NZ2m3clxY3M0MPmSCQqiQplgvPBJ4J698Vb0u/S8VnhPluACUZ1O7/eHGDxwDRXpzWo4tE06pLdbNhjCfeXP3e4NcR40y97bAE7cE89zxXcSRu7GV32yFQMNx/nrXIeKLTffW6gHaifN7nitcrS9rG3ZmGL+FmPp28Z2KOnU1uHw7efZllltpPn9RWP88BV06g/Ko7mvWfDOrtqdjEt3HmWLDOoPBI6mvqEeVI8/ufDV7pbJ9ptzEJBkA1raLpcl5dRwRKWZuAK7fxzJHLFYqdoYBmI9OlW/BGlLBaNfMvzSfKmey1SSM7s3tM0mDTrZI0QGQL8z+prQxxS0UxHnPj/wpcXMn9saerMyRgTxp94gdGHrxx+Fef3mpJLZR2ohZTI6oTjj1/LivoGSVUGetcH4u8EW+p7r3S1WK9B3tDjCyn29Grkq4eMpKa6G1Oq4qxhLJfhSsBWOGKJVWQqXK/KM4Qdef88UzV21P+z7nyCkRQhpwc5aPAGVPY9D+FQ6brpjm8mcOkqHayuPunnINXL6IXKRJC6qWmV2fAYKgHQ9MAngemK8ao7YjWPmelBqUNynpMUtxHCHuGnhtiBAp4JOMkse/LH25rVa53PHbSQx7PM++PvZIJ5HbHr71m6Zazi4lbzuclyUUEL0B5Pck9KuRFPPkknAgn3AqqNkuMcj34Has6sHKtKafp5HRGKUUjn/ALPcTWE2lwERwxApEhfduIyRk4z+da1jZ3hsoWhuGtykGxggDAfMQwbPBOKg1qzd9Kna1lZZEcPujOHAXqGqSyt7W80+wZmlVHg2Om84POQT6/X2FCqS9g30uJJcxHdXkn2SaWzeWSSIgiZ3ALKHAJA9SCfxIrmtTv8Aw94buLZ49FvmjaRpC7sdm1iSFbJ5IJ/DFdfqCW8rMkkaGIkmQhRtkAGcYzkjofrWZqelrq9nAuoYZYoAkUaDbGHbncQDzkDHPA5q8LOCfv3tcmte14nJafCl1LbNHGAHuFFsWO9hCOnPp/KrfiKw1F7po4ZxN50xWW5BCSFs42tj+HgKCenerHhnTWs9RCSj9zZxkxu3QcZwT3wTUt5JLDcJa21xGfPQxggsDHls7iccqeR9cDgV61Wvyyjy7eZxqHNF8xVubyXT4YDd+SFis5goPy7jtIAByARk49yKnhuImsradISkNtEsXmxp984C5yOduCenX8KzLqO1e/TzbeSRLSME/aHzuJ+VOCeMAHjsTWhp0NxZuJLkYtMskaSDlMgcZA59s89881z1reyV/Mum3zWNu5h/tDR5YrL92RIjDjbzknBx1B6kjrwaJIJwsFvcQy+XGmRIBkE9eDjBOfWrtrLapZ+Uu3yoeVwMbsA4A/wqpe3clwkafvA8+RsjXcUUD5u/YV5sK8vgjsdM6aerGx7o5CxR0JxuZ8YUY54qRXV3WNZGLKMr16enH8qgtZLy4E7RNF9kwqxu4K5xxkDuO2T+ApkkRLiRS8Sbh5ZBDE9c8Dp6VnOL5nccdtC95qKRvVGKH94205+tZsTyXHiKCZGVVjtpXC7OTwfl5/Cp4POaWNGQsHYKMgAng4PP0pkl5aw66W89VxbmJVMZZmY8EDHQ+9aYKHLNt9iKr90j1e8jj0m6iLh5pk27QvoP5e/0ou4fsel6bGysjTSLH5iklOBuOQOp6flTdTRpZ7XSERtkz+eXbsM9P8nHFbS2lpLaxQp+7hicfIpA388D8+TV3VOlFNbtv8CXdtlX7VvwJWJZGA+VDnJ4yPbn8M1BctCBDCkYdHkZWYD7gAP4nJIFZur2t/awSQQCYwWoaV51k/eNk7iML1Cn8/euXk1++S63wMxC7ixmydzH8evpjpW9HLJVk5wkYTxag+SS2O41LW49Kt5GxG0kahQhYY6fKD/j7Vzw1iLVdX8gQonnxmNcADcxPznpzn0NclqGsXF6zgsd8jjJXgcYwB7A1r6Cktvq0d35cv2VZFQuBkbiRhR68n8vSvUoZZDDUnN/EzleKlVqJdDUmlNvrc07xzMyN5duPJwI8nlz6ADOO9Lc3raP4HmuXt03aheYU7yMRopOcfUgY6U/VrW7+2GbzWNtCGcv5fE0hBXIOc8dORwOnWqfjRzaad4a09WDBLJpyHGRueTjPqPlrahaqlcqreCZylreSwusqTFNibVwfu5z/Q9q2NI164lm0m31C5McNtc7w/R2G0gBj37D8eaw7e2vNRiuxDbl5wwbYigH72OB+P5VBHFNPDJJsfYgBLKCQNpBP5cfnXbWo0qnu6X/AOAcUJzpu/Q6/wAXxLol7thvrh9QugFcMi4MROcEgAdhwO2awNUe+v5DOzbkGFKR4VEzhRhegHTp6VC7xXNuk0s0jXMTgKrfMGXHJB9c1asb7as8IK7pV2Fyu7Gf896xoYf2FJX1a6lzq+0muiNWfS5P7CH2/UWuJFto5IIHJAiUMQQB3PQAnt9K0vDF9LcWr2j2sFzFb7diMp3ls8AHnJPOPpXOsLi5dLWCOWVxEqoBznr1PbJJ9q9Cs3gh06x3LMrpENsjR4aNeMAgD72O+M4ArzMynGnT5ZJNvbyO/CKU583RfiWNt5DHcESCJYzujIjJIGOQf06c81ieLCo8J3UpkBMkSrhxk5LA/hzWol6ZZJIbQnDc7nUgDsAMn5s9ug69a5bxFeSzWM0N1BctGkiw7ygRD+86KM/NkBic9O1eRg6MpVU3ZanoVZpRsdfLdxT2aXSRtLbN5arIrAowAUdO4z/L3ps8slxJCsjEwspwfLZQDkjDdwSB15A9KzNQ+1za7ZWvnE2rWf2mHaGjZdqrgcEfN1596mlnv9wEbBypLFncgEY7+uen4mtqtOKrdNdTOM3yWK9zHb/8I48+BJIVwkmzaWGdoyAcdsVp+GrS3m0q8mkgWRpblYy59gSBnoAD+NZF/CyaLbpdRT/aRt3bmBC85CqAcDH05zVnSoIm8MzR+e1qk98WaLft3HbjBPbluT3rpcV9VnruZt3qKxoDUI4C0RN8zIxB+ygFQffPf1oqGeXw5a3EkE+nRSSIQMmQMQMDGefTB/GivMVKD15WdLTuaKgSMyRvHub5ipywBOOTjn/Jpz3sKTtBK7xOcAcGRc+ikZ/lUdvbRxI73czTyvIQqj5VbOMEAdR7n+taUFmxjikRZRtYlmUgAZ44B6n3rjnyRdpalpvcoz6hbxbYzcL5sxVY1U435OAfarMTbSAf3ZYENIHLE/T0qaeQPC9tf2NrJGBhpJFLgHtwBn3yOAR2rJjt7i1gV7W8S5gYbzHcSZXPqsg5HHrnpzVxjBwVtGTzO5pxwQvIskcyhg3ysedreuOtc5bw+fqOrRO5GWCsyDnG4HjvWxbahaXTpC8TpIELlZQoL+u0rww9x+lUfDLxS6zqUqNsRGYEuPulTyDn6V35fCcFUTXQyrtOxq6rbRG3VpJJ0hd8uclS69Tjuq8DJ6ngVhajrLWkIl0zyJyygQwKrFiuBkgZ7ck4wOPWotQ+IccJlsraFLlfnWVjJ8rqR1V17EHrjtXOaFqMO+OFiUe6JhR8nESk8DPYZwM9+K7MHgKio+0rx0WtjkrYi9Tlps39V1SRYIDvUws2HfadwBBwfXriuh8O2S6fbbY0a4klRZJv4iWOfmz7cD6CsW6ncabdQ3EQDlSsJAJZdpwd3A644Pet+0ebTrlGwqwvFszv5LgAY+vWuXFOEaLjBWu/vOikp81pEGotNfCQJexWkh2RS+YvylUBBz6HJxnNcyl/N9qslWK7iSQyQCQNvjdvL+TceDywB6V0Or6fNqelmCNZFYzmRCE3E5B2gk8HHOe3Ao1e78mzt7iKA20sVwm1Co+Ygbce4xnk1NGtGKjHd/kOcG5diXT9BE1hA+pylJRIxJWZj5ajjCtn+mOenAq9FYzTRshZ48OGgm2bWAHQEd+v5E1UkW7WR2EYeZUUtGmQNpbLEZ4HTGasXN9dWkTeYJDI3CgY2oMZxjt2FZYqU7p33NaaXQrNc/bY3hlPlzQcNG2MYOSDu7jg4P4GsLUpZJZ4wSGZhkcY7CtK8ljU28i20cdy2A8rEs5Hfn8KzZjuuVywYBTgg5rfApKsmvMxxPwlSO2CvvPLetattqk1hIGgbDDB+oBz/Ss8txnOOaiB3XBz0Ar3VI8+SOmvtUm1y4WZshjhQma9C0zU4TZwQwOAyfLsHTAJz/SvHrO9e1ufOUA7GyM103hjVY3uHjldUbYAmT1YnH9asxkj1ZL0EBip2FQware4bc9q55Z/MtVcFgyyAMo6qe9aFleILaPcw2njjtTuSXfL3cjv1qncRuBuPQHGat+YEJXv2rL1K/XyY0UH58MSP4f84pAc5rnhuPV2a7gZIL9Bjfj5ZR/dcf1rj5Va2uPsmowCOeLkK3f6eor0YwyI29Pn9QD2qpqWlWOuWwhulZZVGI5V+8prnr4dVVpub0qrgzi9OaNJrlo8iFyzMQcc44/z6/lS2zyQGKKUM7tiSKQ8456sffPFQXdlfeHNRWK6AeFwdkgyVkUD/PFX47gX8EbW48tUfAUAcei/hya8KrTnTbjJXu9D16VWM1dFLzg9reXl3G7SSp5KRIxITJ7n+JiRkt04wPU27aA2Wm21vCQSGLnPY/4dapXkQmgZ1m2r5qlWjXlsZ59M5/lVqSQIYoI5xJnG5WOTnPOT+dZ1JNU79XuikrMrqwDrco5KgkuxXqc5OPT+lWY5IhNbTQPL5PKqpOdrccnPsT+H5VIyrcIYYlLw7G+Qjhz249M4PvUMjm008sGeacbUVgAHI6ZPYfhWMJ223G430Kmjxwx2l5OZ3LSlhIpXp82OPbGD+NZkDSBnmklEMsp3MCm0iJfucnpxyV45Y+laWqfatP0W9aFoVkZ4RC0R3FC5GAD3/iyPfiq2r2jajpU+m/LcqHWTzYxskVSPmB/vfToc16MLq3O9GYytqo7nOWmpTTTXV1tBe8xIMEAhRgKBnPyleenOe1dLJZQy6er28aOolV0jkUjB6ZYc5GO1Z1taSRWkTraI0whywVc7Uz9wn+LA6nuQDjiq2sa1LYpiLEMrEqEzwzcYbPbHAx3NbVU69VQo7IyUvZxbma811HDbPKZ0Eyyldp5OQucfrWXFcfbHmmkR1V1wyhCcJxgFh0BPJAHPeoo7kQ6YzXbmS2a8/dowxmZkJ/Tb096t6dMqhJZ1Ns7qTGrNukYBuoVe3Tr0orYdUV7q1IjU53qT3F40FijLHKqJ8qMykYycED8qltGUR/umWZTISMDG33APb6+tWp5oVt0kmu4ljMow5OSS2R+JzVAqA+0I7sMAuFyBkcHPbr9K4udSWxu4uLtcvR+ckBeAxvNy2HPC81DphkPiLUXZRuit1iijiBJZiyljj2/lmmw3E0biFZAQuMjAzk9BU+jmeBtWvBzumjG7OG3diO3X9OnNXhIu0/Qmb2RDo9rH9o1O9dJFWGUwpG5zgkktj2JyfxrQlmaErJHwj8EbsH8u9VtFulGiSO52ytezPKgBLYBxnI4xnNSySyzXSQyFEZkMo3feQjuO47j8aWLv7Xl6JL/gkrXUuxtNKXkVcAAj73PuTn0rzLxVpp0/VYoVvftM0iFpAybSmclc445H8vevTLaKVC0QZXhPzsS4+U/l07e+K57xjo1hJp17q77Y7uJFDSbyQCMAcep6D2PNbZXiVSrpN6MyxVPnpeaPLI13wxfMVcO2TntXaaEYbXRYtRWQO8cc1y6+YCA0a8cduo9/zriMu1w6hl2hPM55FdPo2lPceEb6OBozdShI180Ywrnc+z1O1QOOxr6bFuPInN2R5uFupNLc0b/VF1TTbOTEzO7osvlORtJOCPcDrzU/jS0W68ZQWU/zW1rp1uokJ2ttIODx/tc9vqKrQ6adF0po5LuOVjK0yp5RUjGFyCeSMVveKUHiLRdKFsbc6jNatHKJG+YKGwFXtk+/TivOpShTg3Tel9zslGUrcxx0t3Z6fff6CiySbsSSq24lRjpg9+hNWNYtNQnt3W1jUuGczpGduFA6f/WHfvVXSbGDRp7a5eQTTygq8IjLbef4RjnbjFdLNYxFikDCZ2iBaFuODgAH2+99ayq4iNOceXXz7kKk5XueaxyAxmVCAmdvH0612XgyDTlQNNDcNcYKs+R5QXsCOecZ59qZqsNjHb/a7mC2aUoXeCMEMJG4+Y4wPu4P/wBfNZMAmtNJWY2cjW8vyRzAkbXwQpXnk5OPfH1rvqVViaLV7GMI+yqXtc9FsJLJ3mmtY/JZywMgG0MQx/LGPyzViWG4kt91tdxx/K7FtgfOR8px65HPsawtHuYntoZ7e2SCzttwkknHzISVJYYOQDkMc8EE9qksNYjW8uoNRt5o4lVDDciI5ZuQMgAncfUHHFfN1MLU53OGvL31PZhVjZJ9S4gNhp0MjXX7xtiOsqjYyk7TgHk8dB16muf8U3k1zaaNZMgUNIZBIGU+aoG1SAPT3qfXbiC7tGf7KEKOzpcuQjA84DDG7luhOO1ZEt7e3niKysnh3zQqkcce4qrFj1OfugjFdmFoaqpLcyq1Pso6XxC6P4n0+G3JM9vE8ShkZVDAKdueM5Hp6c1W026dNPu5LqTzpIQd4TIyWxjg4yCKn1+3up996b1ZriG4aZo4kARcHDBc89OmeODVe/sbeWeJ47iWZb+aJTIXwTzkkqvGBxgHNPlhU90WsbNFrVc/2nDZeUiEgOhCEMQgyfw9OlKRdf2DpkUBlVZp5nlaORUPOAB83B6d6YdMjutTvbRUWNEglleOMnAxyMZ6DABqLUr+4tvDuj3EUQktYopCz7Qw8zzMMvPquK7Y0f3ShDUyc/e5mLcaZquoutzp08DW5RV+eVGO5RtPK8dRn8aKoxeL7O6XzT4cabtuZ1444HTpiiuFxxKdlD8jdTp/zHa27x20QiYs0gGxi6FSTjGfp/8AWrZs5xNb7FA81BkqT+WcVm3Vp5yxo8e8Z54zt7/j6UttA0MoU4IZsKMEYI5Gex4xXgVOWSb6nVFMuXUskz27QSQxlCxcDOePQ9RiqdnZxsu5BLbSvlvMB+/6kg5B/KrOomQQRKoQyNIGAZsA888UjwxFym5ir9QDnGTzg9hUwlaO4WdzNltbie3aNEtZ9shKh/3Ekb5/gZcgH34HY1U8MO8+pX2xZDN8wZJGCsWBwdxHGfpW+yxCCR4BukCsQQCQSBwCO9clZxtqusXX2hbu22uTJBC3Lke/dc/MPpXsZbUdSE4bKxzV4crRv3PgrRBcyXk0JS4dvNJhbaoIHAUdug565rHs9Gj02GO5NxNFFOhkLKFbymbB546nAGfX610HnX9xptxpU5tnu4x5bSuxXzAR8suMdG9ezA1XvFhn0vT7dZQDdKCw27QiqAXPtyAPqRXO8RiVpKV1+FkjSMKd72JLDT4o7m0nkhNyqEx7LpvvBuSdoHX6/hir92ZryzwYxbvCzAeSQdwB+Qkn2/lWbqy3dzGjb1eGSZBuAwwGavvPDE8m5ic8MUPCEHAHsK5JVJOmnLW+3kaRhFSuiR1aSKBoZChTJK9QD0B/nWRrixy29v8A2nIuxJPlwvzO5+6fzFSRmWLTdi3rRXBUPvaPevBPXI79Caz7a80+8vLGC4aYusvmT+cwDKBkqvGPlbqGwBXVhcM1X5uz7eRNSS5TSNtJDPcXFzNK8bhVDyHIbuOc8AY/lVe4lOoW+14GhieRYcnndk8e+OlWL+5lmhmia3Uw3DuGYsNqoBkH0OcVPMEj0kOxEcZaPy0yFMnIz+GBWdeXNNPrqENEU59NdbLcHjVlQnewPXHJPtx/SsCKBoXSNwN+3nAxyeeldhJBP5G2Zy28Y28gqP8ADtXM3Yb+1PmYlsEc1tlc37blbMsWvcuVpkO4L2FNSM7iMcVeCBxk9aDFtjU19GjzmZzIQCB1qMOYm3oSGBzWi0WTuxiqNynPTjvVoho9D0XxALmJTK4WWT5uemRx+uMV1dpGhRvJGV3HK/xD1H614vYXwtL2HzcmEHDAddvqP516hol40cYS4lLSqAjOv/LRcfI4+q4/KkQ0b0zvHCJy37pV3F/9nFcW+sPPMz5IRuOvau1v3ifQroO4RJoWUvjjJHWvJIbrZsi35dflNMEdbBr32Kby7ojyZDhHz0P+RXRw3EN3EsuR06g8ivP7mzS70ycTnBK7gPTjrUehavPFAqNIZFjOA/qvv/nvQB3xit72J7a+RZreQ5KP0z6iuI17Qbrw7MtxYSO9mxOJB1iJBHzDvgHj1roLbUkkDIzDK/MvsK1bK44eGZFlgcEqGGQQeq1lOnGer3RpCcobHnUEdt9mV4pAzbV3SfxHA/l+VaTMscptxGELFXZz/wAtPel8TeGX0x2vtL505v8AWxdTHyDj6H17dKp/arO/tZPmZHcArhvmVvTB6g18/isPKle/VnrUayqallo3tFWR02lF+V84O3HC0DUPMtURY4i74JZmGcjovTnj+VLaRySxhHRpAR9zPzcdDzVbXLRrS+t9TbTzLZiN1kJcZLnABK92xuANc9GHPUUH/wAOaymoK5R1EC98KvJHbBFnn3+Wr7Cm0/fXtnsM4zk1WtHeOed71fs19bQx28SREFJIixK9TgHscelR69qUEOmW1rArYd1DWu3lkblSPpj6ZrLbWLO5N7BJJcsJzuwwUiJ+wUg9OB9Oa9l4eq6TVtPxOX28FLfU09auseHp5mnlQq6MjW43fOecey84J7VyOpXbmVby6fe0UapFv5Ly9ST9P6UapfXUfid7ZJmW1uFiLxZ4YhF4/Mj61kzX/wDxUERkCmO2kAKkgjIODz0616eBwf1eDVr7s4MRW9pK52MIii0+8nmtxK6XyvCpJUZZOv4DJ9+KW5vWh1CKZJHaIP5c0cWCWQgE7RjgngY65qe7uIZLZOSf9JfckoyAoAGcdepwMds1RTT/AO0L4faTGrfIECMR8oO788/54rzZ1oubdTRI6OyR0Cp9rFtCIGS0SMFPMQKz8dsdcDr0phthDdDycDBKlge3f68VLdXaW7y+bJ+73An5WOD2+g5xUk9zcynFjb+aqHCtkDBxyc9+/FeXOM+b3VZG/qV57aby4UT5NjDhQM47KB/WrunXc0FhqY8iVoYblTvQgs52kbQvXjrmpbKRZrAySqFkZSwU84I5+b8cA47UaBFHc6PF5yAGa685huwVdR0HqCWNdmGfLCbkTNNtFbS5JB4X0/asmzzbkTAdeGByfwzzzV23YNE08Lr8yjDEbmHHByfY4qDT4UPh6EsM+XfTlBntxnntjr+dV7O6mmlaVLuOW3kO6JFg2ugPTk9T/iPpWWMg3Uco9EOnojTggdHZVc8pkSAAhh3yD71g+J9fOjaotrLaLcWdxAzeXnO5xjIfPGM8+tbltMpnRIkeTLkPvQpkYyfZjnHTj1rlviLp8pks9QaSHbGXhCqMEg/Nn6jnP4VOWwjLEqNTYWJlKNJuJ59Jff2hqdxeSrGplChkjXCjtgDsOK7/AEq4ZdNsrCKeCCZriQqJXK5IVQpXI+bqQQOn515vaRiS4EOcCRxyevXrXXayLE6ho8WoXMkUEVj5yOh/ieQt1AJAwOo/rX0+NpqVP2a7Hm4adm5M1dRs72C9aSZ2mjMEhGW4EjFcAeg9vatu6nvbfSdHtNSsoo3S23+ZxJtDPwueOTjt04rFOoyaraR3Fkkzz3Mm2G2l5VSnyr0PQk8n2qxr1zJd+IbKwvDK15bSxWrS7gq3CgfNgD+EkdOMH3rzHTn7BQqHa5JT5kNv5J7q4MNkJZI/lk+1RSbUx/EgbHX68cVVl1O00bUWW9vJ5PtMH/LBgSjKSOfTIPT1pbxoNEa6u2uXlIC+bBFJsWMnOwBRxzjbn1BPrXFT6lGPEDXytIUMvmr5+JGPoWwME0sLhvaw29233kVqqg/Nmzb6e2oamLaOW4j0++/fxJM2w3TR4+XPOGyW5rs7OW1VobK2uXWOGNoJbdY8vGVwVKg/N3bnuDXN2viW212/ttO1GJoodm1SjKqCXIKkcZUZyBz/ABc8CumtGMWt6lp1og8/Z5zzzFt7ynHBfvwSRjGOccVljHUXuyVml8vU2w6jvHUx7nV7LVtYXTImnij/ANVK8zGP7RyMBgO/fJ64x3rXS40eOVbprnfKuVilnLdCuQQR/DgHnjgYqS4WOTVBHNbrdKYxlXADgjqTj+H5Rn9KZe6fYxwXFu1qt1KV8pl84/dxkKB/CBu49fwNcrnTklHVKx0KM1d6Mh1q6sZtIuLXUt6mOEkhkPGUJDKRwxB257DNc74R+2ar4us7+dMLKzSEDoqxADA+nT35rqNSs4vsOoS3ErR2lvbOiQGQ4VtuM85yBxgjpk1k+DUMWo6AyKYhMkzhcZwCDjj8M/jXbgpwVNuP9aGFZS5tQtbzULmzt7s2j75wXmiIKHGcFl98EfXH0pujWE0OrRJJGYViElzHGVyCQMgY64Bzx9BWpBGun4u7m+QwJFhlK8gjGMfkePU1TvTqN7dRs5/s/wAy3mMTIQZGXaSSeylsAeoGe9RhpOc2orQHpHc0PDatbX+uyz3HmuLGSQyOMYyv6Dnp2rnNauJ4PDWiaXFIdlx58xyuS37wAfrmtbSbm3gh1tZ5ts09kyRKEJBIwSM9B369cVR1+yvJdJ01tPEh2WR89IuWA8wuD6gcdupFep8KV3Y5Z3ZbtfDegNAu2+uiBwXRiA57n5Rj2/CirPhu4u7rR45bry95PAVliwuBjKnv796K+frVZxqSTk9z0IfCtDo7Fb5Nkc8qllUbm29TjJJJ98DA7Va3hAct87MBwrYB7nOOaynv55kYRTSN5rPsJIAwScEcZ7H9KswiYyRh7gSRBASsYZCPTJzz6ZrjxkYubk1bUuimkgk1VLhI1WPEzTbIy68D357VMnDoZwxxzgZxn6fiayMH+15kdYpEkIkwqs5Gcd/Q4FbPmGXawdjgZT+6TjH61zVaahFWNk7k11mK1dwyxRRkyDdlTxzgH36VzugO13rEsjs7GSDo+N4yMgH1IrokaSeJYsqd2N6MOQfY1k6PBBbalM8NwZGI5YLkKSTj9Bz7135bOMKVS+6MK8W5rsaN1p6anGkM58m6jxslIyVHdSO6EZBHf61R0m3Fwl3PKgZfOkit4gSSkQYkrz0JbJ/KuhlEX2yAGYrM33gRnIrOS41Aa7cw3UKpDHITG8a4WRMAqfqeQfcVzRv7FxW39aFtK6MvUrkWl3ZJcySLbGTzZo1QknoF+VRnPsO9bFxvgtol+QAqUI7ooPOfX/E1m6cTc66t66SAAKqMx+bnO4Y9en5Vp6hLN5N1Cse2N1XZMoBCHOTx1J6VrUStCntb8b9Baq8jCN5YjVJNPWxknmjiRMKdrMSoJyc9sg470t14ZWPVdNuUtYxbzr5btGDg55Ab9efU1kDT9atfGk99b2a3UckjspeQhQCdhyex7gV1tnHFPIs75862kkh3MSUDhuqZ/h4rsxK9hU54PS2vqYUX7RWl3F1WC1tLFpr2UJaxSKZP4SAM4Ax2xj8qr6jqYRrGC4nhFg64R2X5Y5mHyMe+3B6+/tVy6lZUthBElwLmbF3IVydmwgPzwCCR/Ks+2snl1SOL5LmCwQKzStlmJHBYd/QH9K4oKEV7Xda3RvO792xWHiNdW1e5hAjhS0jVF3vli2SCwI/h4+tULks+sLucOxPJUHAz25q9quoaHZXcAdoEuFI3Ip2lT1DHHX6fyrMu76N0gvIvNkiZQRLtOCc+/NdmGSjUU4RaT7mFX4HFu7NGOLmnPG34UsbgspH3WGc1M2d1e4cJVKfKQeorOuBhuBwa1Jcgk/lVGUBgWXoeopiM2RMYI+YDt3FdR4Y1Mx3MaSykR/cy5yAvp9KwTHtYnFKnySg4x9KCWj3G5h+1aFOkQSXfERtJyG4rwOx1yyvNaltghgliZhtk4Jr03wprskMkdsSro3CAnG72z61Z8R+FPCn9m3F3d28Vuhm8+WQYV0c9/artcy2OavLyG2ha2uJo9zIAq55I4/xrNt7MWeoS2qyLvRAWX/ZNZqfD+78YaXquv2byxXSXzLZRscB4V/yK0fFuiX9l4E0bxBbI0eoWcX2W+B6spJwW9cE/+PUrFXF1iebSrSPVrb53icRvBnHmA+nvitvw/wCKbe8gXklW+ZcjBB7j61xui3s/iDXLfw/qsvl2t5ABG4GCsmzKN+Yx+NO0TRtXs9c1LSFiB1K0PmrGTxKo64+owRUlWPYrKeO5TcpBVhjDdD7GuH8TeGm0W/8A7UsIs24cM8QPEZ7f8B//AFVb0W6ubeGWSeNoovMGY5OGQmulhuhPBsnXfE3ytuGQVPY1FWlGrG0ghJwd0cRZPDfS3eoAAOz+WVDZwQBzjtS+KG83wxDCzkPBdRSMucE45GfbpVbW7CbwfqQuLVDLYXLErnoCT91j/I0mvait5o8M8YheJp0Co7bS3XcGI6H09q8JYWdLFRfQ9JVlVh5lXW41e/8ADHmgfJDNIyqc5Qnlefp0/wAaqz6BaX0u+CL7O9uw2HG5ZFOSFf8AujOBmnahfFNbti3kiOztEt1DEEszZdio/wC+Qap3NzeaTf3NpfRRH7TGm9WJIKOdpI5HuM/jXuVOaTXI9f8AgnFZJ6oz7zSYL29gdLxUmW08xC4ZnZsAIu0decDj2rFPhG6j1II8MiCRo1i+0DBZjgvwoOQOc46YzXe6dBLb3D3M9mqwCFUgm+VSFVcsxbrjJIGfeopxNfww6i7tsXm1iVj5gXoHfsM5PHHbNZrFTU+XdbGkqEXqFnbpdwtcmRVt4JWR9qZfgcY/vcj+tcxceJJYbloIbCSO4Qjy2uHIJ7hiPTGMfWt/SDFcWdipvUgxLM1xE4IJzgA5zjI5xnrk06/0G0e8t72STzbmJyVZRhXAPyrgk5ArH9xRm1UjcJRqSV4kWnPLqGnx3kxuFlmALIspKqRjnHbkdDUf2hrWcpHKXE0oKsZNhD+hAG05556kVpwWdzHJcSxb853GN8AEeoA9Kz/PthchLqbypIQ0sTHhDkYHB+9jn864oz55u2q7G1uVK5LLOG2FWuIpol+ZZSCWUg8nPYnuK2NLlFrommJsQM0JcO4+UEv0PfFc5LPJ9leUxMUkYxt5iqGC43KVx05Iz64BraheGfTtPmtrg4itvK3SQnyy4JzzwR6Z+ldTglQs+rC95EelWpHhRhakeXcX8oMUibooVGc7VPQnPXnPFBspTrMDuxljSIQCM9xzuYMMYPT8qt6e8EXhnTTJI+SHk+QknJfHIHoP51KXSRd3AIOA6tzn1NceMqOFRocFcnt4ZYOt0z26rttwIsGEemec56Z9Ky9X0vT/ABBrNrbXLO0yQs/ljoQTjd9QQMfrUl3e3WliNbeza4t2P71sfMg9dvf19gM1owGJ5LNVQxhg37wjIIHIUnqPUVxwlOm1V+40fvLlZ5KNIgg1ueOK7SaKxMnlSAjMhzwcfUnP0rS1RQ3iZ7IrHJCkcEEbOAQMBSMYHQEV1/iPTIhe2Sm0QS3MyCa5UA7/AJsbc9zj9BXDQlpvEd3d7dsQmkkUou0EIxAx+lfU4au8RDnfY8yrR9naPc7PwvBb22qXF7G0fkacuEIIA35/Xk5rL1jSp47dL2/1vdFazGa3Uw7vmLFhkjlgentn2rQt3NloGlWqoBc6vduGZeWCoM5IxyMkAmrJ8OxC3EX2hnUMHKBQqA9Dg/eAIPOOo4rgxdd06sVJ6HVTp80HynkV3qEl9cz3E4USyEEpGuxVGOAAOBSX9mbFIpPNSWR+GTbkDiu8sfBdhBNcC9t0lLAlAZGUqM5BHt7+9ct4pso7K/lW13+VEQpMjbsnPJB9Prz1r1MNjqNSap0tEcNahUj7zMlU3yucBtkZIBHUj/Dr+Fdx4e1oaWI7S9aYxNEjxxC3Mh8w553dRwAAe9czpPhzVNUsnubeLMat5eQwBL5Ax+ue1dxZ6JfGC3jvQ8UsUqOzRMSWwoH3/XsfxrLMK9BxcJs0wlOondAmoWy6tpc0N9Z3hmkG1nyrqx4LbvRcAbff15rcmzZy/aljVIWR3a6RS4UnJwR1znjPPpgUlrpUQkLyW8PyTs4YKDx2+nAHStWR4vuMPnI24Jx1H88V81XxMOeKirrqexThKzbMzWTaalodyssp2vaPJGVUg4KcYJ9ayrRk0rxHoUkhdY0iQ/MMFMxKW/Uk/jWnemGG1neOOTyliJAAwgAUnGfTis+7hju9e0ZmUhruSFpFbO3JRM4HpXZlrShbo3+hhiE+a5j6TcyXs900MKLDEwFt5qHGS3zSEdycd+g/Gp/KeXXbUwvIbsrLNJO7EqVGcgdmXAKjipdYluJNT1C0ZAWleSVQUwUjVyMHHqFAH40aZH9mn1AuHaW0sEUNGMjczZf374HoBXpU6fK3L8DlvcWCaP8A4Q+dpDHFLPeogG4HseAfxFb19D9hmEtm/wC/WOOKUgZ+VRwBzxhv1Oe1c9pNq129hA8wlSa5L7AoAjHHpVxp7671i7iW1VIH3MxLDDAk4xjqeMn6Csswu4JI0o6SKFzaakt1LLpNykdvO5lZNoba568n6A/jRV6TU9Ks5pLa7vo4JIm2gPn5hgHPB6UVwKrVtpG5tZrqbTpLbxWS4XzQoTMZzzjj6D/PWkvdUj0u3Wa6Cb5Tt2pgOQTzx3x7VdiuY0VBKETJwGx8pz/Ij/8AVXOalon9u3g867xDGSsccKg444LHORz6dcVyUI0ak28Rok2a1XNK1Mz/APhKWm1YTW8Jtg0IjCofvc5B/L9K7LTL611bztNspGaW0TzJHPG7GMgZHOa5qbwfbW+6aB5J5Y4/9VK/ykjHIwc/QdOtRBZLfWZr6FdlxMI4VUSfMFCKudn8Q9+vGa9KssHiYXpL4Tlh7ek/fe56DZMmoWCXMBMciIQUZME4/wAmqNhbG1vZ5bW3J85QwQ8hWHJ684pLW8FpF5oEjNDuAC/M2/GMKO/0/wAKn0t53ZA6KJ1w0qqcY57+9eLC6ul13O569SR5mlf7YdixlggJPQ96dOsnnpIrZWUEBXH3/b9KFniiukSME7iTs6BT1yPrS27PPM6uoESoeGOST6gViuW+t7FXK1vcRTRRTrCI40m8pZgQS4B56dck1PcpHKLN0kfyo5tzqvG4D+Ej68getRQaXbwaY9pbFIbZZQ8SrztOQxA/KqzmMz7LdcxqXMsgGCMjAGf4gCa3ai6inB7K6Ik9LMvQSGWBVjQiCImQc4BP82IPeqUN7HHqZitoFFtAHknx0Z+5HqcZzj+dXrbbBIAxQIifdPQ4I7+maz4JbZbe6uWh2qt05XYc5BIzj2zxSp1bJymrtj5GXJJYi88lkqujIvlSIoKbTz+PT86zY4vsV7dyWAeWW5KyyyzEkNt4I/H9DVaW8FpHp9nBFJ9nuJWjkBUqYsEnjtnPOO+M9BSTT3FtfTukkV3OTGRCAVEQJwATnpjJ/DkVbpTim1s9l/mHNGWj6FC5t4FutY2WiTWswVZ2k/1iOfmd046DI49qintkvbTTIrITSRspEg835Y1GMbvfn9Kj8U6hqMWr23kTxxGVChjCAhGBADE9T1Pp0rV0+aY2DySSx3jtcMVWIDztvTOM4BwM4PQV3qVSFKFR+m/yOS0XOUUhLFcW6oWLGMlCT3xVofOD61UsXcSlZQgeTIwhzgg8Z98fyrUKquG6ZFexSfNBM5JrlbRnyFkUhh0PWqkqcFlOA3WteZA4+tZ7wFcjqpq9iTPJYja3ynpRF867T95eDVl7cONh69qhWJo264amIkhumgdFLYTP5V02t6i1z4JmmuGE0AR4ZWbkxttJXP8AsnC/iPeuWmiDx7h1PUVm3t5f2ttcW8D/ACXMLQSqeVdSMcj26impWIcbnU+C/iFNY6G9m8JvkhQPbmI4bb3Q+45xXeaBrGka9o80cjxyxXmS6SsMNkfd/p9RXyvZ3mpeHbsElwEfKsPunFelx3uneJdFuL+1jkSPAa/t4P8AWW0n8NxHjtn72Ov1quYnkLN4NFudSW+sLhra1s7sW6Tt/wAsZFPAb0DDkH2Ir2O50vT21Kw125njhvoUEZmVwFlBH3ff2rwae4+ytJq91CJY5o1h1mGL7lzCfuXUfvnr6Nn1qG9hvp9Nn8NSX004t0+3aXKJCVuIMcqPXA5H40k7BY9d+Ifi3TNDNtE8S3E8pxIo/wCef+en0rJ/t1NNtYruFjeaPP8AclT76f7J9xXkXh/X49Wtj4c1mT5wT9iuZDyjf3GP909vernh3Xm8Ma1PpGsbhpl03l3IIz5R7SAeo/lUydy4qx7daNZa1ojxybbqzmXp3H+BFefatp134cuGt51FxaTqRbyfwOOmD6MKt6dJceDddeKRvM0+6UHKchlPKuv512n2a01C2a3ulSe2nG5JM/Kw9fas5wVRWe44ycHdHPtLHcaF5kXkSPtDeTPyDjnGTyAcdayQlnd6/HqF/A0l1PCvkQzDcwG4g4B4BXHGD3q1e6a3h65jSVjPpkxKLMyhsA/wn0P8+tc74g1OzsNfsodMm+0QC4S5LRSlXUsMYzjjqcgepyK86nQqKbp6+p3OtCUVI3NQurJLeCw+yyAPlhG/ylNjEnd6g49cd6568ln1O6d4GBe1wzwlv3eCvAwDz/XNWtU1PULQRX6XT4liaOQ7RvVdxGMngjjsBxxyTWFoF4V1LYSVedpAxxyRjjPrjHFdtLDqC5l0OarUcrI6jTIgPDunXU0MLOjylX2fc3YzkdTjHX3p0AMq3EihjG5YlGAGMcA1YtCLPS7e2JB+UqTjk7jzmpUtIEtnhhwqKecHcxPevExWKUpOyPQpUlFIcollXh3cbiNvfBHO709qqavFGIQlxB5kFup2KiElc4xyev4etXJbWJ0BfgHbuccbSFznHv3JqC4mkkieG5PlKzffyGIJ5wMd8Dr2rCgnzcyNJ6qzMO5RZbeI27AwThQw2gEvnk++QfzFb3ieUR291CVwIlSKLHcgKB/WqNlAZ9Y0+0ATyZLjzAAc4APJJ7Drik1C8TxLq1nZLboYZ7tG8xJOJMMT06jHHJ617apynGEV3ONtJtmrLbtBb2WmW5iLw20TsvdQRuJP4np14qBYJYZhFLJbKisQzYY5xyoX1IrmNZ1yeDxBdXdtNIq3Dno4J+8V9OPl6A/4VlSeItXSSFv7TmDwlhE+F4yfTH4VnWy6tXm5RehnHFU4K0j0q0bLSE3A8tuEXaUJGOSSe/P4U+GcKhEJTajZIBB5x0z27GuDl8aQC1tLlFnuLiNmEwuGLHDLgkN0AzwMDIrUfxNYRWcuo/ZbmFRbheFBEgOQM45xno3T+VefUyyutWn9x0wxNJvRmzq80l7qOh2ioS/nmRsNkHaOK4+8tbeLXtQSCYzHZmY7Nqo5blV9hW5DqkQ1AapdXNhdWtlaLue2LBCW6KAerMeMdvWsW1iXU53vpYY1Go3PMMfRNpIwPUc9e9etgKU6SUJdF+NzmrSUn7p01/HYPeaOqLHJLYWKyLLG2VBkZu4POMGpI7tJHfMRU5AY4ypGf0pNVt7XS9TntbWGOOG1SKJVj7qFzg/8CY/nVWC8WWbBLorDhQvUnnj1rhxsueo3bY1haKRcngFwgPnbwjBPL4B29znHYc0mraRZahp1ws0cDMVU+axC8DJIJH8/WpLlhK5txIFVV3ktxwP4R78Zqa3htpLefqIpRgqDyMjHP41xQrOm01+BskpabnFWd5p1gCLX7VZAqJD5+T5uOMj1OPzz7V1ljdSXKGbesjMAd0f3GUnjHr6Zp97p9hf2sMF5bpKIVCKWJUoPRT27VUS0t4LMW2kyvCiPxtbPuyjPfuT78VVetSrRvqpGlGE4u3QlnCMXWEyTMowQDnyzx3HAPPSmLZtKjFb64IHPykKc/jyfzqbdbQIqQoiiMbgol24B9vz6047UuJJJWUJguWI+VFHUE1zRm4u0Dokk1dnJ6/pVwdHuftGoW3mqpDQiVjJk4+Ulm988DvV/w9p0dn4u0qzkllma1+UlpdwR1IJA6cYBGKdqLW0kc13Hc2tzHIiebGIVKsQBwHPI9cf41Jp32W68Z6hdWbebHZQySwu/OG8vg8dcFsfnX0ODblTu+nkebWVpaFOdLE2dxJ9liMry7xMQyypufJJbPH1pbfda6Nrk08/mSCWODzuMlck/yFURf3puIYpbc+cZl2hQAgC8Owz1wOx6ZJqxfRofA13I5bZPqOPlBO4BG9Pr1rXDwlFO/UylJE3hIwrdWdy8yukVrLO8hAxgKf5YqUXkFrZfaLq9SNQFCvk7ZOD90dcdOlHhq2KW12lttBi04xoZRlAzYzu9uTTZbG0dZNNuiLu5nXzjvyPuHGQy4CgdhxnvWGYckpqMm/l2NKV0tDb0+OPVbNLmLyJ15UyCMNkjrzRXGzeGbG3laObxGLZ88xlWX9Miis1h4te7UdvQzdaonZxO8lijgLMiFifQ5/nVOWCZoma2b58gpGQFVsdQw9T25FUIdZe41XYzMluqMpYqRGzcY5PT39KspqUbDfG8ZiUnc0bgkEdPwOeK8yWGqxm7s9BVItEeoajFFL9o2bpIQqlYWZGXJyPlPB7jGfWsdtQi1DV3Z3t/s0kzA28sTJJvBxnHd+h64rXVv7Ug2QkxM5RgrPwwDdNw+9zke1aF9oemS2yxyQeagdpHjJbG9upGDxzXRCrRw8LS3ehlKM6kvIRJ2fyzErKoyRIy4Vcd2J61LpN5Pew5fYWjmU3DSAfOgbovYdv1qRNHPkoVmSWw8vK2VxIcl88bXHQDGcc1Fp2n3Wni/S5cFHdHEaj5Y85PytjJ/GlRjS9jOV9QlzcyXQ15nYzyXcG2KIKS24g4JPGPUZpq3P2UeYFLzvnLY6seg9h15psKwxafIViDIsm/BbggHJ6fn+FTrBI6+cXRIpgAnOcZ/r+leSpK6bOlaKwgjKW0iqmHK4Cg87sZznt/jVcRNHqNusispmEiOQeN2Aw6f7rVotbziJGWY7VDKUXaS3oeeeMVBqEpsnsNnlvHNKI9+OqkE5+vH61opTUkku5OlxbjdHufcDtQkBuBx0/HPeuevZcaDEYjLEkt7DD5arlyrNyR7nBJFdFOjukwfa6uCAo4KDBxz9aydZ02WbTLeL7UtvPBMkqyxqcHAOOPqc59KMJOHN77/qw6l0tCTWY/9A+1SAgiRmQpzngr0/4EeK55bXW9Oisrfzra9bUDuSeYMohAxhWI4YbcenPHNdQwYxLsZpA7IHZW+UPjrg9uOlRX93N9lkvy2YYCoaIHHJPLehIHQH3rejWlCKpWTWv/AADOdJP3r2ORm8IjTr2OS9niKXxY3K2v3rc8tlc5ytdomj6fYiAWNt5W0fu8deRzk9SfrWNY3sV1rFxqtraXBhlRI5FEa+bIN3DpnpHjIPfOK2y0L6kFll+UOBCDxtGOTnuevXtVY2tWkowb162/roTQpU4ttIxdSh+yKs6GMDf95BwTng/nWguLqzinXKgjkeh9Kr31ncSyzSyOIYo9yRJt3Fs9HwOMnt7CpIAdPma1lDLBLjYW7N/n9a9HL8TFJQbOfFU9eZEUjNFweQDSmMv071aVFZmikHXjmogmxNvdDivZOIpyQEHJFQPGR83XFaZOetMMQOeKkZmbCRwOKrz24cFWX3rVaJRyKaVPccUXEzkbrTSkolEKOP4kkXcrD0IrX0vwzY3lxHf+ENQbRfEMYI+xXLboJwRyqk9j/dOavSqMlSM0Lov2+NvIiZ2Ubvk6r70LQlsqf2VraG5kOiNapbMFns5D8sTuPm8pv4onwcr+VYmo6TqGkW0FmoeOJZhPo90Wz9mkPLW7H+63b/69bUvizxBYW40vUrhrjTdw2zuu6WEjpk/xL9eai1G/tdRW1gn1G3SRj80Jk/d3C+o96teRJ5b4ngT7cmo28ZiguwX8vGPKkBw6fg36YrYvbxfFHhyK++X+1rJRFdKOssYACy/0Nb+taJbao00NtIizTNteF3x++xw4+o6+vWovBXw78QLqb3nkFUhcwTxOP9YjDBFF00VruWPAfiGLWbL/AIRzV5v3qADT5XP3eTmMn8eK9q8PaHN4b0u5n1WQSWcUfmiMfNs7tXmfh/4Ryx+Irp7iQQ20UmYiTyTn7tejeMtattF8MzWIJuW/drNb7uTAThj7f40kl8TFJ/ZQt3qmltdRabcQB9L1Ef6LdA5hfd0G7+E5zXn3iXwTJoWt287Owsg+6OZIwWXnOG9/c03Tb5PDNqLe7Lal4O1JvlcD57dvUf3WHcV6np0cOp6SthfTJfwPGDBdA5FxH2Of7471MouSfK7ME+V6nivi26gku7OxiRfkgMpfIxtbPy4+oJz61z1jCslx5hG9rZVkGGwGOcc+3Ndj448FXOk332q3R5rIoIw+3O1eTtb9a5TRkWQXShwJT5cQXoAN2c1dCCp0OXccpudXmOi8Ta2+l39nZrHE6xwwOxHBc9e31rM/tV7sXcCXi27zzOcHowb72fQjH15ql41h+z+IrmFDmOB02Y+bKFQR0/lWDDcSySTxrAzM/DBl6c8BcdCT6GrhhKTjsZzq1Ofc9Ij8R2TWLAt5jhPLEe4M7NgckjgAdc/jSjVs2sLoDEZAI48kOxJzkjt0GeuOa4GOC4FulwhkB5fahKEDvkcY75rrbVBPa3c6oJbm5gMS+W/DPxt2ns2M8jtnpXJLA0Kd5I66eJqT9029KhtbvUkmkkuhc28Ms5nicqPukZ24+cdwPb3qn4XHleJEmdoj9it5pP3cgdMgEKP/AEE47ZIq/wCH451i1KFxGslnp5T90OAxxlRk9Oo/GqOh2gt7PWLgTNAxkSGEhAPLGc42jjcBgVblyQbW4buxi63ZXVvBHlJ2uWzKGAPl4K8MAO+OB7ZqqvhG8mtpA8gF8cNDbxyKxbgn5sngcHp/Wutk1KC1uordDJK7KCyLkqvbcW7dhtJ5zxUNvpmlNqBaS0H2p1a5DqzM6L0HToOuM8Zrjjj6kY+9oOWGjJ3OC1WyuNHktYZmiSSReNr52nOMn05/lTdaktVtiLW9ll8xQgjZW+YcbgCewbnsOa2tb0i41zVoGa4urOzWE7XvUJSObOTH8o4yB1Gee9ZkuhX9k+kteRFRMzsqhhuGOSSP93+eK9OjiIyS5pe8ckqUo3SWhf1GNdL8HwQKrBrmfDnHXyk7/wDAmP5VqeDZpLuTSGuRiIOSgjHOwHrx361j+JUubqLRtPgs5llazyiyKFZnZycZJwTtArsvAGlf2Zr+n2bOJPs0ZkdgO5+bt3HSnKUVFdzSClzN9BNX1KGbW9SmbdHmdmxKu04zwCD6CqFheQXl9cSLcWxWGPLsxyqc4GT0GTVq7ZXSbejSpcFnkDD5iST/AJ/lVDS7WCOKSMWiKZD+8EgyCR936/jXgNwlzM7Unp2Oilgt4kjmdmmkKiQwEgjAyMA+vOferMMLLKzbFVWQAAkcYGPzrImLpEsxCxtFII4lxuYkEH8BzWvJMZVXcURFI5PQk+9eZiE0ro6qWr1J0USlyScrhQMAgkd/yqtfxGGaN4dsahyXJTaBxjn1xycDFZ+p3LRxQQRG4+1NKpVIV4JBByTxtHT1q9rEuqvL51koeDzV89Y/mmjQcbQD1Ukkn2OBSp0JXV3vc09ol0IL2yUM0rLG0crBizZ+6OMHHbn86iEDNewu6XU0O3dCCd0O/scjqe+f60y2h1SbWLhL+G3ktmbfD5M20w9RuKE8/L35IPNNmk03w/qbTR3ZWUljIHbfHyuQSf4T6kf3eRXRTpyX7tO7sKU01d6IgutFtxY6ioaVHlglkfYuxVwCRhenGME9TisvwneTx+HtZ1AAtJ9lRVQEcs7hfTn+fWqWqeK7l42s7iFN7QuX8ocgMD5eATzxg/Qis3SddbT/AAV+4l8u6kukOep/dg4P6/pXuYLD14waqbs8+tWg37vQ0bnWbCZF0x5ZpnEbSKWh2GJsbsHPJORjPpWxeecPB+j2/lqi3EjsME5Y5A5rm1N7rRu9cu7oH7NA6rEnBU7eMDsuTnH1ro5ppLmPw9aZUGO3DDrjcxJ/Lp+FdNKnGHurf8jPncldmlpUUcNlrrS8RqYYg3vuAH6jp3qaKZS/7m3eOQ/62Rl+U9sYJ9e341U02CK40ie/u7cSXrTbVEYYqHAJYgeh7Z6ZqzDLGtjHcXoW0dlHy3J+6xPBbn9PSvFzTWsrdkv6R14b4TLv/DOjXNyZZvEBtJSPnik+Zgc+5yPT8PeiuU8U2NxHrkrvf2t80oEhmWULk9MEAHkY/lRXoU6VVQS9p+BxzqQ5n7h3SxhHAW7QPIQqKwJUHHOB64B/rVCG6s1nImQLOxw6kLyc445GRntzUU9nLrUIjDmyaNsTbQCZG4+YODgfnz3q9/wjdlNdQJtVVjj/AHmerFuD83bgZriajf33q7/gdfO+iJdKZZ7iS6skjGV2rtb7u30HQD271tQSMW2ciRcAnIx9fbrWRY2UNtdrDp4IijtyRIDkEl8AehOB+FaP+p1FSFmOxQxCJuLnO3afxOfwrz8RTUpaPzOiE9DUEf2bY/lq5VmPlxgYzjkjt1NSQQySWc7yXCSyySBzJnhUH8OPw+lQ2wl+zIGhWOfpGA+N6k8nHbqfekjglTTTawExtGoChidoHcN6/wD1651Pkg/Mvcjl2Dzi7Da5zlM8fXHb+tN8rdbJGQybRlTngU5LyKJRFCqSSXKsSirjCJyW/PAx/hVW81Am3Q2SGSRSNoccEk/dx9KydCUuRLqXzpXuW0dENs7A/aPnjx3ZAev6VNIIntBBHGyD/WIWOfmzyTnvz1qkEG5JZZTAAQ5cAsoLHJAz0BBHPsa1VKx6k9tNO5HDYRM7BjHP5dK1qw5Xy9iFJNFaczxRRrGJWwAolGPlPX5vaq09sJlCtgtuJKZI3DPP09au3hmsZnYMkkU7AAM33cYPA9e/vWdqV4zWxmBMJjJJON2ewBxz16gc1nRo881GDt3HOfKrlljIgdYSCRwPlxjA71G89mYpFMSrGFAbc29Wx3HoM+vNc5FqF3HZaZcvIY47ieTasYJ4BGMnv1JA6dM+ldEJDZlFWaNmdmJSUANJ37Dk/lXRWwjw3uz3f6EQqKYjPM0cEccENnDNN5isr7GdMZxjHc9s9K1Lqys57DzJYSJQQSGUthuucetc/rz3xksrFbdAjzo7yFhIVUcgKOoHHJ+nrW619bRRlLO5JgZucjIzjqDWU1JQU35lLsh0yRx25meSMRMoBGM81latcW8ulp9kDTFSEbn/AFfPBJPfP6VHeRtO7IHIGf3XHyk44+veoNajeCyghQqyrIrMEOxenJx35q8BC9SKXUis97luHzJYYxIf9IUdR3+vvUkh3rvA56MKl1dkj8Gpe25QXEUhG5WI+ZlOAcdecVm6NetcWcP2qPypn4DHgSY7+ma+og5K6keY0rXRZABUetJ06VMV2t0xin+UGPTj1rS5BVIDc9G7imhMZHUVcMPfHI61GybCOOD3oAoTwEOGXpXQeEpktrt2BxKw2lfas4xiRcUkaPbSpNF99DmmmS0dPq/hqx8RQyvbosN8gzjtIPWvF/FHgFLmaQwqbe9j4ZexNe0W+pI5S9tkI4xJHnlW/wADVXxBp41Ff7TtVO4ACaPHzD/aq0zM+Yb0alp8wgvzKrJgJLnPTp9f6V3GgfGDxNoVklnL5OoQJypk++F9Nw6j9RXW6xoNvqMLebCN3QgivOdS8Iz2EheyPGc+W/T8D2o5kirXLyfEDUb7Wnv7i5kjjkYf6t8bFzwD/wDFVNqWv6kviQax9re7hYiMPNyGj/uNXH/Z5IbjcilJScGNhjd7en9DWjpt69qrqFEtsfllt3HQf5/yalq+xSVtzv7a4TSImu4IWvPCepMUubUnLQN6ezr1B7itGz1ab4cahAjzPqPhPUP30Eqfej/2l9GHRl71zXh/U00mOWezAvtImGy6spDkqv8AiOzV1mmWNiSPDV1N52hawDcaXdt/y7zdCh9M9CPXHrSiwkj1ezu4NRs4riF0uLW4jDJIoysiH1H9K4vxD8O7Y3KX2hkQMJRI8HG0+u3PT6dKyvhrd3PhfxNdeDdWBVJHZ7Nm6Bx1A9mHP4V649s6PvjIORyuODV2ujO/Kz5l1yO4j1i8lvIHiNzOSAQPlxwO/pzzzVKOJGhEccSvIhZguduXHIJ9Bzxnr2r6K1rwZpuvxFrm2USkZV16iuC8RfD7UbO3Uae6SDI2hhhxjsD3oVSUUk1cas5XOLt4rjyPtBt5IVCMnkzcmPJ5HT15B6EH6VrabPHGSsEcKxs7AITn5sct6BiQQQPTmqtp9o0uW3j1GCUeUuJhMS3mEHjn6dumBUmmxSLLcS287SxSKziJgBkkjI/AbsD35rgrzvJuXyOuk0tja8N/uNM1qa6VvLEcaNtwTgkdM9cmqVhKbHwra3DqPtF7LIzo2cgcYBHY9a0JL1bGySOBYvL8pHbafmGCTt56nP5VDLi5hhiPkIxVZSVbJXqME9M5rGdTmjZ6K2pqos5v7NJNe/2kt/cJ5kgSO2G0KUIAKs3Qg46/TPStmCKYarBc2eVUKYnTedu3qD78+vrTtU022uMvG4+0xAhNzADkcNntgjrj1qisV/HbXl1f3tuJLZC26GMneo5+YNxzyAfr6Vzuaq/A/IHFweqOgBSZkZJUYhguA5K89uKytetY7m2tS0STsJljEmeEUEjK+uG4P41HBdtHBZNJFEJJIlk8nafLB5P3hyuc96oaFNb6m1noqW+LcahtZy5VlG7OwqTux78Z/OlhMLJVFPXQqpUjy2Ox1C3sp5VnlcoIpPLguEwSRwpCr3UnOSareGFK3OrX0fHlwMkR6cngfzrIvPEl1dXvkwrILcq80pnOzaNxG1QByDwceg96TTdfhi8K3cMtvcQl71VjlKZ+0BV3HaB6ZXk+ortpQnGE5Pzt95E3HRIdcNNG5McbyCIjcQTg/wCeapPIkzy5Roy2AUDYI96uxG4gvDFJbSwxkkyJPKWLADJxjg9+nFUEnZ7qZpZI1ijhabZFwHB5Vt55HOOlefQptysyqrjbQbMSbh5RM7gERrnGAAME8+/H4VvoLRLGN44neOP5kVs5x/nNcxp9xdG72OsRl+ZkGMZUDJ2g9cD+daYn+0bGkdmDqflAG0/7P4cUsRSfMnLZBTqJR0RftJryRnuJFAiMpYFvlVFJwAf0rTe4kRbdYJY1kmlwQcMZUIOQvTkDnGRkVm2trIn+rmCknBHb2DZzn05rYuLn7JbCO5tYmEahlngYr5QJIweMjvyMj1rCylPTU2hK0QmDWVwbxNN+0LCAkbYVG2FcfL9O+e1cH4j1TTtZnggtbsyw2kczuyoE2Lle3TAHA7niupv9X/sHS/NujJ9kyUgu0lErSdwGVTjONwye4B715en2dLG+ZRJvuLpDEJDn5Ms3JxyeOcV6mW4b3nOXQ58TVsrIoafcPca47XDkySFncn16itt9FMnw/wBEntvKMl9esHJIXbhcAZPYHPWsOxiWXUJZmZoWYggqMkcZJA98Y/OrlnCLbw/p960bzl7mTbA7naUXYTgdsljXvTlbWPQ4I679TShtb6z0XUt1tP5EkbRttHy+YAPl/rW/JDJa6nFFKWV4Lcbg/VSF6fnWhqs4k8LGVmOHGXRl2tk8ncPWsZL2S6M93NGfMEIjaMc8nA79OlcGFryrpykrO51TpqmkkzY238fh3TVsbhIXeSWabdEXyowARj37Vh6jpuoeJn0uKTWFnaVHkRDbFAwAxvLDtnC5PI9K6972OzttKsQAZRb+bgccknGD68dKwmlt5fFNu1jDaufsryyTRuP4iMEL2IwePQk1wzqy9vK0dlvYtxjyJNnnl3aXFnP5DiSN1HzKUIwfp+tFextNJKdy28U3GC+3qf60URznTWC+9i+ovpIoDT/serzxqiTQIBINgwjHgEN7579u9aGnC3mibgNGgDMpblWPtzx6HuKqail0lw5aZR5qgo5XqemNv9fepYJ7qSxiSK1EdwqnyzH/AHuflPrnuBXBWcqlJSXU6oJc9i1aRxHWb6ZYctDBFtIH+rZid2D6kCp7GSJby/mSQYklWJRjj5VBbAHuf0rK024N0l5Mk7xp5kKsUOCCEY7Oe/X8q2NLjNto0btgzT7pSGPPzcjn6AVnil7KLb3skaU1zuyH6jcQvaRo1wdzMFGIwBuI4OevHfpUDC6srbbJdy3hkmCAnBYZ/h+mQOasjM207YzvTMkbryQTkqBn261duQY7Sa6tiN0QAkGMldwxn9a4ozbtC2y1Nn7qMuJyYft6xyRSrLs2lchgCcL9D1yKraxeo0UNzJas1vFKjYxgSZ6fl1/KrkUVvpsVlF9pQxOdiPJ1VipxyepOOh96wvE2oSJAmj28Yk8sKyyFvmfbwQB0zk+wrpw0VUxCitl+RjV0hc6Nr6eJLZV2xM0ZETlS4fAB2nHOcHpWdba4iosssEkNxKSDGvzB8/cYHOem7ig6fdmeO/fUp7WeONPmgGQuFC4w2RjrnHB9ahaxuLTVpraQbmTbsIXgliSMDt9B0z6VpKNNTlGOpHNLQt3d7JZ20t1HbGcFVMQkYjcSecjk4B64rCdpdS0BbM3a73ullmEgChVOSAD33N6Z6e9dSiQQLHJ5jJI5ZFid8ZY9PpyPrTLbTiunxC4jWVhL5okwOZMEZA/hA5wP8TRhq1PDwbkt9ipRcuply+TC1rpsbBSLdo/NK5fe5LAAkYOcE+naotHfUgohv9kyRbiJ8jJJ6YwONvIOfoPWtqbTvtYaCcXKJ5qZO7aHVffGcdOanMEdhfvBawx+W+XbAwXPGCT/AJzWdfFXi7av8i4Qs7GDqlncx20j2NwftwiZ45IkL4UnDZyCAMc/UDFNtyLG3h0y6lmluYYVdTGpYMucAE+ua33sXSxO24kiaVSGZBlQevPfGMjjms2Czhungu5Ip1SM7MgYUsARyuOvP0BrOFSMqSUtkNqz0LKyNHq+noI0cOzOzEEABV/+vWfr8QjQgSMyNIGTt/8Arqa0u4otbgtlXzGtYZHeTfuXDYVUPpn72TjoMVFrsjzxhiAMP09K6sFeNelF9bszq2cZM19bVz8PfMUR742VgZBkDtn681npbQLaW1tKr7DGCo9yMkE/lVvXWc/D2KJB801zDGPfnmqN3JHPsgRxgSFMOSoIThh+FehmjkoJLds58Mk3qOknewdUuiZICPlmXkqPerasyqJYmDxtyCvINZbSLMhb99JC7qpUNvC5BOct/DwMgE4qSOG+git2s5Qzyxq3lSDG7gfn/nms6GMcI2rfeE6F3eBqLcKx54NTDy5V2MRWRBqlrcKiXsZtJixTd1TcDgjPqK0H0+4VdytvXHBBr0lK6ujmcdbDggTI6kU+Pa65GDVNhKn3wwNOtZlhk+foaEwsaNszW86yp27djXR6fIhUSJxj15GO4PtXPGWNlG2tfRyjPtd9o/vDtVpmUkXNQ0+0vNMuIoIoxI3zqR2Irzm+skeNg681215JJZTSJ1U5CkdD7iubuY8sc/xVLY4o801vTEQsGQFT7dK5mO1KTeS+4MPuTryQPRh/EP1FerajpZmRuM1h2uhD7V8yYINSm0a2ucGJbnRtQEqDy5T96POUlX1X1rttNjstfs4ZLW6lhijkEk1srf6snhio/UfSt+88I2Opae1rLGAG5DAcqfUVwF9pWteCNQS6yzW+cC4QZVh6OKt6k2sexavo9z4g0oo0oHifR1WWG5Tj7VEOUlX69/eu08KeKYdf8Ox3sg8u5j/dXUXdJB1/PqPrXC+EPEEfinR4vsEqRa5p6l7Pcfvp/FEfVT/h6VftWtr65l8QaGhhMn7nVLE8PBIP4iPY9+4rVPqYNa2O31LX4NPaBJAcyjORzt+tKL2y1O3IMgx/eVunvXFPam4bdLub6moGsbi3lV7UmP3DVPOV7M6PUtCedxOkkV2AuCpUc/UVyd74V0yd5AYJtNuDkb4s7fyrZt768hYecN3qy8Gti21RJyVmkDdh5i/ofWhqMtGK0kedy6BrVnAPKihv4Ewq+X95V78e/NYep6jevqzkSQWCpBFFi4jyGKgk8fU1684s4m3xfuW/55/wn6Gq0v8AZOqBre9ijYNwwmQNz9eorF4aDvbqaRrSR5nc3iwLDe6jOnkBwu6CQlMsMZPXPpjjGeK5rWte0LUL+ZHa5uituscSSuY0Rhkkg9Seg598V6XrHwqgureVNGujHA53tb7iybu3HauG1T4Rara2jXMaCSVGLEInynOBg9x61FHC06T5pt3KniJz0RyVxfzXcJM9xcF7dCyENtIKg7cY9Cc1seB5biK8t54VSa+kkGxXk2+Y+xjgn/OOtV7jwtfWUc1zBILj7LbiW4jHUAkgqufvEc8VpeEFTT9JudTcK32S2nu0fGcOBsU5+p4ruU6cov2ZzxjKM/eNTVbeS3tLWaW5a6unjEXYKwwMKvYAYxx1zk5roNTm8nR9Et1hSCXyRK0E3IRmPqvU9q5WDUIri20szzr5sziJmZcEtkKOn1/Ouq1+YP4gNjG52QhIWGO6gAgV5tXmp4dJvVs701Kd0ctPBexX9wbiJ3gnfzBIj8RsM8L3HGPl9629M0mS90+4hnlQb1ZkkCgZUFRtwO3HB64J9Kq3IfzY4BPHIG+ZevDk4HGOv86uRwiGznLOGlCqgmMpKFmb9OAw6d65adVttdkynFJiXrJZWUNokxMyRkvIAAHfplQfu8EjjrxVS0tz9njAb5CoAwPlJA4Jqf8AsxJYN4uUDBd2I1G0ewqZI0DxhZHcFAzqI85YgcED3zXE5Nxs3c0cXfQ0NPsTIqq6kbsMX4K8dAfQ1heLNLvLdr7WVvHgEYiZYYpyFkYNglgehwBwPToc1vWsjwrmRjl+VPZSOxxn/wCtWreE3ViFFsJIwAzo2CpHcDPX8hWFGrOjVUls9DWUeaFup53qnhb+1PDKX9nrMEqQB7yRiD+8yCzEgcBgcADFcbPes2iWensx3rcPOVC5ySAoHsRls17Do9k1tZyWZtoYgXyIorXakq85wM9xnqcelcH4p015pbzUftEISC8ctG0YRzwB8pA6/NjHTivewOLvOVN7J6HFXoacyORjUb3ONoVJGUg7jwuAP5128WlLceFPBLQLFPassy3LxsQ0chbf8zDkYwPwGO9cZqOIdKEcLJIvyqrIRyWBYnHUjHy/hXaaPaSW3gOwjglLPczzvujTDIy7cKT0J4P5134qTjTbRz0Yq6uWfEVvJFbojy7496lM9wR355PfPvWaVEtxdpGrANMoIGVBOc9e9QtdXd1Gba6bfcw3SoWIwpUjPB9R0P0q9bv594Y0cbvtKrgHlT2+lc+DpunSs3qdFWalK6JfFr6jD4ptreAm0hS3iWGfO8MyJkjaOn3jgcE4Has/T9Emt9QhvLpnecbpXQNw4bOQTgEZ9B6io9b8V/Z/H9/Ddo7wxXcgQoQWTgAgE+6juMV02k3X9r6PPdXNs9rcS7VbCEk7Gyj8/wARB981y4ypVpp3WjNKMYSL1rbqYR5aTYBwQjnaD6DPNFVXmu4AsdndssYByTbhyxyec4PtRXgulfW518zIZhNHrJkR5JLZRlZFVizYx68MOxx0rYsC95N5As5JQsil8kLtj5B/Ug1PLYWlzdQK6qGhj8mJ2PMbkffGOp7Z/nVm2to7WR7qKRUKblKBiQV4yOa65VU4qVtkTGi+Y5/TNJaLVNSeW4BBlNswmQqcbDh15wD0BPJIxW41zHHdeTEu9RsRpOoGAAR9RjmrEZgMF03k4LShmOOHJXqP5ZrN1GA2QtJklRYgp8xzEDvJOSTgj8+tZYqr7dqL7L7yoRUNDYsrgx3U8UbxeQ8R3SM2Cp5wwP8AnpSeVHEkd8l0LnT2VPKkVtwkfG0kkdR2A7c1i281pJC/2hY5RPIbNZAxKLkdcAd+4PoK1bS2GmWMelREtbxMV8qFwBFx2PUdc/U1k7U6PI92K/NK8TIgupl3QXUQVRM7wiKPP7rPBPpk7hjOfwqexubG+vFLW0UsatIGyvKg+noc88+la8JvPLEEMoAgYKI3X/Wkgcn+lZV9bWFuhub2TLZMgaMhSregxge2O9OFWF9FZ+Xcpxb0NUwK19PF38sKAy8DIOCfYVyuiR3uhR2japKVubMyW8Rwdsw43NuPfA4+prp4LlLi1MzBHPWIJKflI7Z/P8apSyx3jXllNE37y2DwYwxPXJXPuOv+NOhiJwm4NbvXuEoX17FPTra51K9k1NiksMYdo2d8MxJ647YBwB6fWrdwL8zoSJIYE+ZVXkkgck4yFGCMepzVSye4vL2IQRxtbsBIzt90NtwQR0BB7en0rfgguYH2JM7PKvfofp9TTxCUKvvau2wQ2Ki3lxcPHbKWw52POV4Rs9D7j0qzaQp87T37uzIsaiQLtUjOMYHJPemv/ocRQNgom/AXl8Elvx47VSlvrcar5T3RnkNuJo4FQLtGcce3681hy3UrIpysSX819bzPawyQx3Plbo3mG2OeU/diXuDwT+Fc5epqenaotxOHSX7Pl50cNEC2TJjpgYP5iurvnEEMcyxFhEQPmXc6k8Kee/P1qG9MkslvI4Xa8arcRqoYjHLlc8H6flW+HrQhG0Yq35ku97tmPp/23+09QkayWO0nWNYZifmZQdwyOvOevb0p2uwTmMRiN41LZ81OcjuTxxW0RObZnKsgyfmB/h6g/jx+VUNU1HFvDBDNvE3yu+Rgpuz/ADrfB1ZVMXF8uxNaNoMs38H2fStFhMsr/aNQjbDHcF2Kx49P5Gs4aGBC8LTSQ26bimQMIzEnPJOR82fT8q09cvbc2mmGOdN9pDPNIGyFTMeFJPpmqNhrEgV98ayxRL9+KVWV2C5YD0IPGOfWu/NXVTjy7HNhlGzuYFjp11o8aW0sK3n2tXmkltEZkU88lc4ZeM9BgnoeldHol7E+l28roRctBGRGx++oAG4D+EZPSrcNxbJdFcLCNoYgtwAc4b0x2J/wrn21v+ydCgklBK29uhVUwTkkqeR05BrzW5Ymm0463Ru2qb3Kmum7uPEKQ2yxpFOFctMMqs3Q5A68AV0mr/bdHgS4tmQOkarIqnamccnaemSRxzXOaWXnvtPjbAZm35DZwCfXr19ea3fGF7ZrZIxHmMZ380nqEiG51I/75GPf3r1JwlGjSpJ6tnPdOUmyO28aQC8jsdQtQbhlZiR8owP8nHSrR1zQZZJElMkLR/eyOP8A9deOeDYptQ8QeZM5QTHLP1CgsP5V11rCwV9ygOS7/OMnYD398fzrqrRlQai3e5zU5c+qVj0W2FnMuba4jlU9MHmpfDl9dPqsiQ27TeSSrgelcLppCyBArJg4wv8An0rvfBANrdXNy7hhI7BwDyq5A5/PNb0029SKj0C6vnmvpLaQbQnKrj7ue1RSW+RuxkCrfjNYrCc6zaYuONksK9Cexz061554h8daxZwAWOmHcfvMwJwPXHWpqK0h03odtLaLsz2Pesm5NnbASSyohXo2a8au/iP4pZmVrwIjHICoMYrnLvWtQvi5uLuVg7bim7Az9KapNj9okfQ8Os2bLxKpHYgjBqtf6q13p0ywLDNCFIeOVPvD2B5rwrRNevtHulkgkZkBy0bcg/4GvUtF1u01URi32EOCSshG6NsYwPUHp+H1rDEc9NXSujakozdmczcWeo+E9dF7o8myeBhK9qjZ2d+PX6eldtqfiKeH+z/iT4bVRHdKLfVbM/dLj7ysO2eoNUPEVm134jLWV3DFcyRBbiKUkBdiAqckY5Bx9ah8M38Fi88N5HnStVjCXkQPCnOBKvbcP1FawqKUb/0jCcHF2Ylr4mvLuTz0v7mKORi6qr52gnpz6Veh8R6vBP8A8hBriNmA5XIGehJA4qzrHg2HRPDavCwmnN2ximiOVeArx/49/OuLaYWFu6BmEbAF1xznPOMc8D+ZxWTjK+jFdL0PRbXxbcRzbLjbJgZ5XH6itq28S6fdtsbMLnswytcDZWjXNovlgbGGQc8ZK5/QY4qyttFll3mOaM7Qynr74H41gsXyu00aKm5K8T0eOcOvyOrp7fMKintobmMrko/Zl5xXncmoX+mSq86vEHPy7fldgOpA71s2XiS8IBkWO5QDOR8r4/rXZCakrohq250EcetWb7oboyAfcPp/Wr8fji4slVNUs2bHDunOPcMP61mQeIrCYqpm8t26LJxWlmKZQWwwPfrWlyeUvsfDXiG28wyQ/Nx5mdrAn1Yf1Fcbrvw9nt9Bv7PRriNoLlY0VZTj5FfcVDDOc1p3OhWk25ov3TsMEx/Ln8qpQ2uuaM6ta3xkhU/6uUcY+o/woTSdxWexzfhfRW0zUtPs9Rg8lLddzGRflJyWOD+VRa9riI13cps85pt2ZULAuTkKQDnkY5rvl8SQK7JrGlEROBmaEBlz6EdD9eKpat4S8KeIIUa0uo0lIBjDc8DsMnOPUA/hWVaHtGm+hcKnKmjgby7htoWnmZvKaISxm3feME4KZ9Qf6V0umeXa2EUTTQfaLiT93JngbVzkA855xx0q1e6BPpujS6PfackmmzxlBLaqMR9Tu29eppmli2Gm20VsLNBArKoZeUHoAfpn0/lXn1UoQm7WZ002nJa3Klyj2oYMVZG+Yyp978Qe3vVSzWb7TuS4Kt1OW468ZrQnit5WBGSp7Nh1P+A9hVUW8aSAQufLz8zOeV64P064rzIvSx0zWtzTNpFI6KzrGy5OGGTz6CtiERR4jjjMhPyneQBg9RXOWpW5ZCxbaSMueu72Nalzp813YSrBcm3nbo45MZz97r7dK5pxTai3Y2i1y6I1bwTqtu9sDhGIaLdtBT/Pb6153qF3cNo2p287pb3NzdyhAeFfGCcn+EYycnnA9a7LQ5tbWyl/tOPzJE2neJF2MueSoHfufpXmviS9lmuIIopfMiuruR0CkgMo6sc+uRj2z616mVUW6so77ao5sRO0Di9QLOlsIx+9By7A9Sfun8vxzk13OtvP4btPDttK9wc2kks6Dqrs5BA9xjAz7iuM07bfeJdL3jiW6iGMdMyKAPy/lXrHiy4tdM8X2yXc88813DJJG0rfu0JnfaM9sdAccfjX0OJ0g7xuebT9572OSgma/FxM1vNbxiTfGJCd33fvYPTkDitXw3p6Rahp6IPnubgOzHOTggVFqF8NRsLv/Xy+XcGE73UkEYyVxx07962vDnkzeLbG3ilJls4kaRQpwuRuGfWs6cn7K9rG7VtL3JIdQ0carqd8YbWaZJ5JrmURDC7mIG5mAA9jVq4tDe2y+dbBISAUTO1VB6FSD7/4ZqlC2kZaa7u43hnJZiFUbs5wMLywOSO+fwq5YSW0yGWFr8RxkJF56FAw5woz19K+arczm5xve/U9GCSSReitpmTbEEbZ8rNyoJ68Y7ciiuS1DVL17x9y3cbjhlso1KZ/4Fznt26dKKtYJS1cjJ1knY6C5kfySqlXTKmRugx3AOfwGKttcBiMNIpYAZIyQMZxz1PWspoFs70NcxlpItp3LGfkPrjtWpFqcTLb2kdzAxQmMIAcOzE85Iwrc9O/WsEuZWR186Jwfs9rLNHJJgzRDI/h+9kAH8M1ZPlySSbo4nKqNwYZBPfArK85pLQxQ26oZLklw+cOykqWGcYz179DVtLqKxilur8IkUCfvs9VyeCD0NRik+ZcuttDNJu7JpVdYWgiEbbW3IV+XJ6jA7c4FTWYj02ATXUzyLK/myySn5gxxkAd+elQSof7Wla0RZQYlkeP7pxjOAOh7mrlvc22ppJcJEfKRxGuFyGB9fbJGfpWSjUb5ej3K93oVmuJHvZHEkXkx/IZYM7mx1x+nJqK8lPl3MYto7jzEJQtwC5U5OD2z/Wruq2x02zjhtmVly0mF4JOef0pkqIQ8URZkODuVhkDIOPpUVEo1U4bXHF3jcZoyw26wh0hWN1+dII8bXK5zge4PNZd/dPaxwXRtp7hVk8gBB8zbh0B7HOPy9atW8jaWklwUbGdzS5G1sk4GOucYHNTXdttihjzhpDxxwvcnnuOvrmt3NRmm1u9xKLJo2hsbM29tA8RVGdV6kEnnJ7HPr+tSHzpI0lWYo5IJMeCxxx36jtVRNPhfyUmt9yWZDRM5IdvckcEZ5GfarRhR9UaVG2weXtMY5KE9cH8qwnrK6lqh/Imvy6Txoiq6IhZfN+YxkdWU9uM1k3Ki/v44dvm31sgeKaJgqxksOWHcMMZXnHGKLoySSy7LkxRwKx3kZLADO0e5Pp0qCJBNCBCnkznMTiI5AUqDgtgd+4/CuilzR96bu2ZSs9EXLeWe2v7oTxlZ1kUiVm4djwfw5A/Gqd06WNxLdXUsizf6uaLPGN38IPOB+VNtbmxvSZtSlw8wX7Og3ZD4+bKnqBjqePlqTX/ADzpZjlsvPnEq7iilgVPzEcc7hjPPfAqoU/fUX1+75BKT6FbV/FqafBBDLdRwNPEZETZukYbyF4HAyB+dZNldWt9JaeRHGAWzLsAUNIfvZHY5PIrl/HlsP7esJxBIltJZRBnRMO7AfOdvrlgD+ddFoiRCDS7qDzWW5QSM0oO4v0JPrkjr3r6KjhqNJqcHucMq053izufF7WlnpEUl5EJLNbN1kjLBd+50UDJ47d+K4XSL5b6fV3ayjtojL5Yj2iNjnG0vzsBx0weRXVfE+SNPCVvNJE8inywuwjKMHLBsHg4wOO9YMElt4l8OagkjywsNiyTSxC3LHeuBjOByMAk8ZqMWl1W46NzXjhTUkeUrJEcGBZYgm1h3JXuAeQD71y8ySfYfJZYZ4YrFHXz2YJwXU4jX+LgkZ/Cq+vNJoN/BHaX0lm6ZcNBG8qyp0GcnnBzk880WFpd6vFaPK93aX6RuYpolPlyoZXYHjp1bgjn0HWsKGH9lBzlL3Xt8i51Od2S1RpeCpDe6npUxiMCrHtSINkbVOBz3rYvNMg8Qa7qkNzHJiW0EOYsgBmz8x/AD64FLpDFvF9rkozeQu4xY2k45xtGMZzWBr+patYWv9raSfKgvL6TeQ3zlQAFGOuODzW9S81Fx0fQjRXuYHhrRbnSLrUILxXimQBMsMdMtkfUY/OtHULoq6vIwVYoiM9wT1LH6D9Kmjvbm/J1C+dVuXTzinXvgZH0rlNUup/EWptZWrYtYRm4lUcAA9B/nk0oqpWq80+hhpCNkaFl4suJGuZoYAYyBDE46u3rj6V6V4Y1S3s4Wma2Mt7Owt22v/CVzuP90j1964G3sodIsY737m3Kwrj7g/vfXmus0bQrrQdLbUXeJ7/VEwEfP7lDxg56EDk+mTXVGVm2tjOS0SZ1fi29MOhSWaLunlnSLYTjgfMTn8vzrz3WGR/EIEVyx2wDEbthiTkP7kDAxWvd3JZUg3PNDCoWJsk7s8sT6f4YrO1PTEXVm1NpT5ht4kiK9EwMH5vU1wVsUpXUtDohScUYep+GbPWEDwxrHK3BZRgbvp3P0rgtU8N6jpRdpId0IOPMUg9f1r162eGWeHYm45JjOeAakuFS5bY8GW3NtA+YYPBHuTisqWMnS0lsXOgpbbnho87GwQsCR12nOKt6Nqkmk6glwqB16Oh/iHcV3up+CHlFxc6aQjqd3kkE4TAwoPQ85rBi8NalLc4W1ZZWXn0NelHEU6kb9zH2U4s3tZ19o7y7FsVnttShjdnlXLLlRkL6AdAO1augpLeaVDbQqN7W7OQem0Ficn0wK5jxJp82n6jZ2zRy+YbOI7GGWUkHgjHX2rrvB032H7JKY5GZLPa0agZ3Nnggkcc81VWnT9le9iIuTm7lOx1ZrPymeRltmH7mQfMu09VYdwfTr3FO1PTxqX2i6it40AUu0SNkBOm5D/EB/wDrqtNbWLRtYCH7OxuSipK+0AYyWz2PGBU/2SKOzWGGZZbYnC/P36EqfWuVVFZXLUW9kO097uZoBEwKBmWVV4wpUAN1+v5e9dBHH5EpEcUY2Rr5YboeeSTXMQw3Wn3QZH+UZAc88ehx/wDqrq4vMvXthbxl5NuUgY9zgAE+nBrCsoqxrRb1Rma9bTXl7JJHcwz+SNkbOOQGGSF7AenU1cuLRIVRTtVxbx8Dqvy9c+tVtY3QTxvdh90sqwhSAMPnOAB6fyFGo3c9lqBg1CZlniXDPGvAAGPT0onKfLZArdSFbO4uFyUVyPmKPw+D606G5uLWTba3Mtu//POXoa1/3rz4ilUgAHcB1+hqSSKCQhJvLYkYKMM8+1YLHTg7SVyvYJ7aFSDxnc2bhNUszs7Twcj8RXS2GvWGooDbXMbn+7nn8q4u6sY01qKxt3ljR0ZyGUlVx2rOvtOFs2+WBo23YS4gOMHr+NelTrxkk+5zyhKN79D06SKOTJHyk91qpNa2xRkubGK5UnO+MmORT6giuGstc8Qadt8pk1KDrsf5ZMe3rW9pvjTStSk8iSRrS77w3HynPsa2uSbdnezWE6/2VrBaM/fsNTXdj/dccj8qsajHo1++NZ0aXT5WIH221bfEffcv9apXNpZ30e2dQ3o3cfQ1zOrahrfg6P7VFK19pWfn3H54vqe4pPXRisbF14U1COIzaNeQapaAEFFYCTbWD9uaG58uVGikxtaGVcEHp39quaZ440TViGLC2uG53D5Dn6rXYbrDXrRYdQeG7QDAaZBuX6OvNc1TB05fDoaRrTj5mTaQP5ZMYRlUbhzkgH+YFMW+ZNRuQLSZGDBJZfL4GOh9D1PIps+hNp6ONF1J4iOsFz8yN/uuB+hFV11S4sJZY9bjlhjfiJ85UZ64K9R+dePWwFSndtXR208TGWj0N4tej7P5DJ2EiEjafx9/51yp8N6de2NvdXUckd2b2WCJo3OEDS4YkdyBkfSt6CytLq0gfTZUjlRgwYcg85IYZ6H1qjpF040jTPNjCu97NK+1t+18yHC+3A5pYOTpwlKDs9C6qUrJ7HB+LvC2m+FYdM/s8zvqD3TSK7Elo0jUfKPX5sNnHf2qp8QL2K/GhTrMH83Tf3pEm9o5N5JB9D7e9aPiXVrq/wDG6rceWiWNu0aoxwS7LknHrggfhXaX/hjw/wCINK0i0v7eT+0msg0ckZ2Hbk9Wxg/Tr07V7tHEOhh41K7v3+Zwzpc0uWJ59oMSL4WsYkbLPM7P9Sf8AK7Lz5LLxS0tpbidEtf3zCQJsTyuWPHOPTvXNw6LJo+ppo48qWFZlxKi7C4IA5A75FdSsM0ninxNbeUo22ssURB4P7vHOenNdfMmlJbEJNaHM6bcwafp9gs0en2ZIDSsr+Y7RMMgxjJwTn8OvFbe+/v4beWC7YQhWypbcVOTjd/e47/T61naP4ZtdIEE8itHdwR7m53IzMeHBI7DjA9613u43jaRNqfxHJABJPJ9STivGquDk3HU6lJpWehbi8NyX8a3V1eLDcSAGRUHBOMZ6d6KSDXIViANtJJ7k4xRXn+2qdkdCVO25FBHNNAXOUJkDR4JO8dMHsc0up6Y0lxJbW0axxkbHjmB2YI4U/Qc59hW3pmlvJajypl84OZPnzlQR1ANSEtqMoRTGhyPMBHJAP8AX+tRCUk04mllaxl6TvGiQm5RjJFdvEF8zIX5fu57j0+tWZFNzK1kbIPBhXLMQRnrg5qCwZY9P8mVVc/bJS6uvzegP93qK0p/NC/di2bhvUHBb1yemDU4+Sdb3ewqKtGzMqASSanM0cUiyhF+YnAB78dDwfatex0xra/WAtuaRmlcliAexGKpR3gihupmgKAzgbsHbgYGB696u2+oG+ubeX50jWQxxyKPmYYGSQe+T+lY8ze+hq9tCrqstwkkUUoV2AyNh55/n06+9QwyxTxHZcHKOPNAwCy9f16Vc1Oxv7+eaOymQPAhQSjAyPb/AD61i/afss5M2nzSvct5EOwBNwX724n7pycgdwM01RuuZMiMtjTurlLpLaBUG64kDIARjaOTn0GR+dXC7fZWWMsxw2/fzk1S02KOfUowWjdtu91XqH6AfQDoBTtYaVEuLaIsk7xkReUMsTjggenr2xmuWcOacacTVNK9xY3ZYi0krbSod1Q8dMcj6Y/KrMu4y2N5EWKpxLGxKl+m0kfn+FZyGaGFYWRd7RKzOW43dPx5FLam6+wSb2RmG4Pgj5vw7VcFyNyJm9PQL6wVLbyWEARpQXC5J2HOQc+5AzVo2hjtJLDz99u2ZfMbCupxkc9sEDPr+NZqySSSPaC3lkRuUI+Y5HJIPTGOmT2zVe9muYYZomKxNDjc0r7gVI4JIz+Vd1OE5NM55SSKluIZ7SLV5VaeSGF4ngjwQCeobjkgkcdADVybVoYtClurpXsPMCpHDNIG3lDnAPfIB6845rL0vWLjVJb+WdYvKtVAWBBtRnLY3sOpOAT6ZxUbaJbXOnTaw73CGRCyROCwQHIUAepz2rvdFxko1H16efQyc9Lo6nVJNP1y1soZUDxxgl2RNxRXQDr2OCDnms2y/s+BYYntZVjVWjtVAI2MG56n16/WrcHmxRMYwz7MRfIw/hG3t6AYrGia4N1AsyumZ3dY2IJTJ49hWmDi3N07vTvuTUdlex3euSXEVpZpDbxSIYVZmbJwQ3Hy4OR3/CsSztv7c07WobgNG14iRPztIG0j39PetnW9QS1tbBkHmu0bEKmSxxjjA+tY2n3SJe3bNAqTfaUeNGkyI2aP5seuf8e9XjOZVJzj0QqaTicJcfDrV7OO2v7W7M15AZGESpkMFPy4yejdxXV6JubSbCW8XytkJaVVUjyv3jgjPJPOOP1rcOpbJ2lmjfZBjZ5SbiT3xz1/lWHEIJPDMc8oLyFGm8tpNuCXLK3vgkfjzXMsTVr03Couq/EtU405XixljeJF4qFyMMNp2ADAPUD6Vnx3lu4ls2dysMQjIUcjGSQD06/lk1LaxpFepuQtIhCvnkkEZrlte1N9DSVILjzbm8ZmaJVGA7HsfTHBr0Go1oqC6aHPKTg7so6/qU9zdJptoVa4fjcnSNe5zWloum2llbLHEf3acs+MmQ93x7dqp6FosgV3fLTTHNxOew9BXTT2D3txb6bpqBrlgd0mMBF7s3oAP8KqU1GUaEN+pCi+V1JF3wx4buvEdxHe3H/IL084DMMh5OpyPQdfqQK2PFOoLA409PmndvMnwclFPRPqeCfwrTWZfBXhaKHGZGUJFGeNz9dzep53H/gIriRDIbqe4n8yWTeC8pH8R55qcXVUI8kSKcXJ8zLME3lQRxqhV2cs4RdxyO/0x3p73ErqsckaCNgcyM2NhHONvqexGals3+zC4aF1fzcqAw9fT0p8MOktLMDua4RTHJJt/eJkZAHt0Ofc14k3G/M0ehRTZX0toJZbaUoHXYGdGGCcgkD2JqxbFWyLQxSxA7WER+ZME/ez97HTtzU6RyXAjuriKHdHGpKvlS5XHXaeSeRxxWHNZm1sDbLtgMpbbMkmzcjEsWP54rWSjKC1Ld4s0757aAyi9lNvbrkearlcqfukjqMk96kMYtpIXWVQHxtDDnOOp9vQ1zGps19Na2qzfNLuEu45zEFwTjuen19quaXP5VtZwskhdR5L+cNygYPIJPByBgdhxWioNU009exn7RN2NK8WwumibUmuUZp4mMsU2xx5edpBxyevHrU8GdTluJ7oRGWZnaHflXZuiMSO+AOOlQTmOSAq0PDqGcSgn5s5GO+P8KfbTWqyMXhlWeSNdjJwsZB5Oex44xTlUn7O19UTaFzKurFp5Hu51gkt7d/NYT5LyNwNqr2PJp9x+8hW0PlnEyiMqBuQHnI9MYzV9oB9lknn8uXYf3QaT5t+cg/TA/pUUVhbvqFxcvcQYVV328b4MZ244P1PSilVk0nJkygoL3SnFaPHKLiGRY0ebyZAzMdy46+31781uaXGNL1NIZJH82FllMW4Ann5QCfp6UyS2ifSpbWV54Wx5JMmS0YI6jaMsR/hTtFsW+3mBmmvVjiTy7i5B/eDO3ccnPuPSn7R1Fvqhxi1q1uZp077V4nM17JNEHuGnEeNxyG6nJOMqe2BxxTfEVvPFqv2y3cyrPemUs43mJehyDwQQceo7VvzSLAZHXdvidgUxnJHBGaxtV046kLCeHUWtGicCVgcBlY4C7TkF9x4pQxNSUuWei1/I29jG10tTXlFp9qcI5SMrgRqOVPPf8uMVHPatJaSCzmEcrLjzcbipx6+n0qMJdzFVu2huWtwrJiPy3lYEgg8Y6GrjMlqjR2isJMDgfKACepxXBVk4yXK7/l/mbclylpRlOulLguZbO22vI4AD/L94Y7HiqXiNJXtYILdxHcyDOWXIDeuKt+HII9S1fW9TneVjbThIlVsKSOMEDqOv1wM068jF14otICM8DOO2efxr24R/f04do3+84JaQkyxeaPazW1sGBinSFcugxlu5x2+nvXNaroCzbmu4VuIl/5aKcOv416FqVhiWfy3JVW2Dd0xwOtcVeafdy309rc2UnkRyj7I0bH526sHYnpjsf51w08XN152lonsaOhHkWmpzHla7px/4kmqPNEOkM/J/XrWNrPiPXtRhbTNVZrWNuJCife+td01ukt6Ue1ZChG6T7hwT2H6D6HpUmr+HJfOlRDHcRCQgB+oAr1I4qCgpS0ucsqMr2Wp5WvhnVY4/tFiUu4euYW5/Krela74h0ybbbNKWU8wyIa7C2sbfS7oMWntXLAMFGQfwNdRHrPh+UAOrBwBlmjwTXT7VSV9DK1jm9M+KeweVrGnyRsOC8Yz+ldVaeK9G1GIPDcKQf4JF/mDWPqd34TkukkuVcFcBmEedw960RqPw1tpIRDo97cTEFiB8o+p+bpzU30uVdEqwWU9x5lrcmzuCDskhJ2HjGCvb8D+FZYtda0GK2Ets1xDCzvHLFllLFSuSRyOp9KbJqUOlQi5i0xxiQ9ZMqVJ+UfX3rp7D4kG3kW0k0tIw2IwS/8ArCw4xhSQMetc/JTqJuxonOOx5hdzm91rUrgAbpZiyNtwygKBg4z17c9q9fhctpunOkJ+0JaoyB/lLdeP1NeMz6lHc+LdU/0b7EnmlhBkuRzjA9+c1660dxe2cFw0FxBIbQFYZZP3ilSQpG3jB4P86zzKNsMo3stDXDybnr5nLNGtz8Qbe2WJvJ80DcOnX/8AXVi0aY6r4juEllZ445ipj6uN2AOc9RgVD4V8648cRtcbzMjZkLgAlsHPA4HPYVZ0h2EOvXaozFvkAQcnc46V2NqNG/kjP7TK88qxWhMxVAwBcDO3djnGeR9KoiBEhV3Tk87MZBBPGferqROqvPfWvmFg3G/Plnt7fXFCRqsfmrEUd18xyFzgn+VeFGsowZ1OF3cpE7zwc44ODRT/ALSyjbHDMoBOcA8nPXpRUXXYOU69dQ8mYyxnyplXy0UDrkAgjPUU60aKGOFUKq3RZsduv6msqSOS+keCJArFd0Jc/dGepHpnvVpFdLaG3utslwCu6VGwrZ6/0P41zOUlFJM7Wo81xxaC3iihlmDXIn+8gwT6/hk/nSyTuJJN53ZY8EHA+lZ0d0NVsoWtzEJRdOJzFyEAxgZ9a0UaWPzJW3l05jRVyTxzmpxUWqlnvYzg07kC+W8scEkqmYTyTNGH3KFHAAHTuPyNads1k9tC8b+cit5mQeCQemPzrlUvSb3VBu2x+aY1V12mRSpdlJ7fMcA1p6VPN/YsCwKiTGFfLWTjf8ucnvj3q69BxipR3GpJ7mtO0aT3lzHviEoUhVU5Cjp/P/GlPnXEcYmmilSeP7QjvhclBxg9CTyT6U3UElZ42iSKR2yimRjgPtzgL3yRilsoHlitvtcDQTLA0BhUjaoJznGODnI47GsYW5faTHJLRRMuz/0u1hvrdfMmR0BdW4xk5y3oPYdh61uW17bqIysslzcyAqrFAOep7cDHb2psixSwyWkJaF0UGMINoQA8Ej9MVCLhLOzjiDy7yoGQBuGe/wBfasJ1b9NyrJ7lm5jVtwnAYpnGB0zVcxWpiSRCrlVbzkfgjnjJ70sl5DmO5VC4Y7fmyMnIBOO+KatkFupTAwAJBVOirwc89+cflSopxd3+IpaosQqv2RJVXBAGwBsbsdM+lRzHT9TjdmjVsKNpUYJIzkjscf0pbb97ColKornaEPIyeQR7HrWbq+nppul3UyzbVI/cgvyGOBkV2UW5TXRmNSyRw9iUjW/+xXEUM11erhpOGZADkg987hwBVuK6vrpRpIlnt5zPEWiY4LAMDn6YGeKp6LZ2rwaoL8qtrDJ1DsqqpJ5JXJHqKfoo8s31yjySXUcErpvO52yAij3Azx9K+phFObT3RwSutUX7fxFHbRzRgI89xJK4EnG4kk9P1q3bT/are1upJleRuWZI9qjnpj2rz5lk0+7kiuctNEqp5fdOOM478itCCXUJNMhcXEwbc2BEflU8YH5V0UsJTp/vOrIhiZbHp+o3X2a0juJAZ7VEJZwQGjHB4JIx6/hXMw+M9Fa4nVb0GV5OS0XLYGAee9Y9xcatb2sQv5JJraJgxSWLj2zz0rnPEVtHq0v9oKixzAeUEjOFOO+O3071z1KNGcpXZvTxTgtY3PR18RWgaQYIUR9duCx55P4cUPcW11pFpAbXIKxRDn6E1xvgyzae0vrnWtYtrXS7NQhEoy8jNnaq45HQ8807xTc6t4flg8u0DWc6Ce1mjkLqy468Dr/9as1gox1izo+uUJbqx0Ou+ILLR7uWWa3kG07kIOCx7flXB6FE+s+IfPuVzI5JRSclR1A/z1qguna54o1BAYyvQBnbCj867nw1DaaHatMSDO4ILr8xHY/jTnJUIe7rI5puNaaUVZLqbsS2lrZXAOEdSFDnnacZP5cV2Hgfwvd6XI+o3rIPtMW+cOOI4uqofr99voBXnfhVj4o8dxWJBi05JfOl81MCUL2P1IA+tei+P/FMhsjoejwyyz3JKzGJT+7jHHX/AGun0zWlKCprnl8TOeq+eSgnojlfEuqvqusy3iyg2iIUgUYJVB1c+7Hn8aoRSyCNlhlMkMoO1G67iefoavaV4fuhM630TQQeWDK4I3NxwqjpjrTDHHFtit0Vxv2MjOGOw9R/vV5+Jg3JyR0xjFK0XoQiXyWSNrdFhQh5AScnsdo9Kl1a6UX1hOtlFJPcTsloXkMbomwFgQOD9e3aoTJa3DwSI0yJGMKScbiOxHaqGrQXmpatFqbzRxrbSCMxbdxViVDOG/vfdPpRhqKas9mLmcJaHT6ZC8l1L9qjLYUPGckBuwNO1JLSw0zUL1plLJZZMbDCL8uOnqSc1P4XuDf6lcNJlTaxMpGe6gkAj9fxrC8Q6gbzQ47eJQZLuWG3G35jIOrEj1+X8KyeHkpQVrXf5G8qsXpe4+y8OwReHrBUtQdVSAGK4VcFS3JJP90ZPHvUdzo9xaQsZDFcQZ3MwjwVbGAvJ55GfxrpLWWVrPymlVI1GGYn7vsPeqeoDGnyCIt5eQiO53YA7fjWUcV+95fMl0tLoy4kae9IkV9rNkpnA4GCB6njApLkmW1WVCshZiS0vAU56YrSuormG6ie6liLBUWaIDAhXbwVP8R9aoSSWKRPGs0jvv3/ALsZQt6kevuKzk/efYlaqxLp8k0rxxJhv3uVXcPmOeMD8apaNFNHPFdTIspklk2bk+UR5PU+vP8ASi6FtDDMsskqSJGzJIOrccAMO+au6IlpfWgR7y4jmjPlmL7sbDqGH4j1zSc+Si2XyqTSkXbi1vPLUxMk/ntvBL48kg9Px6ZqWGSWIIqQmWKQAhjwRxyPw54qvNdzm58iIiNjwPmyc+h+vtU6q0jJGqiPIKqpU4B+ueBXNGfLFSRrZXsmVbG2kuLyaJeXl/eTbzghlGAPbA4qae1tY5XDhldgCsSnIYr13fU9aSyaa3vnDjfOVyQnBPbn8qmuLiR5B86AMwVc8jcSBzR7R890tWacrtqRW0jwwM8sQldAQhCEspxkg/gRV5YpREZXlCMRuYMowAM/Lj6VWt7p5ZJ3V5NpyqswIVzwD1HAGDz60X8bw2kzPIJR5ZI5x7dqicG6q82Uprl1KHhK1aHwzcs9zue9u2dXA5VVGTwOvLYz6UaGTd+PJRJH5axSbY8nO5RjBq3Z2+dF0y0ZsFkkuCpJAOTgZxjIwOmaZ4a3p40YOVCE7UXndn86+jhb61Pyiee1+6XqbGuXWrxRTjS7UXE0oZo5Hk+4cnqPp096x/DHmXenNeXDSNdSSkyySZ2MwGCVHQD+ua2r5IxF56nZNCGKc4XPuPwprSb2heVRl1yQF+UtweDXy9St7kopatnfCOqZmz27NrFpbSIGSWaOJX/i4OcepGAetU9YSQ3Jkh8xkLuVd8EA5PHX+dbc04jvoG8rAhLzlz0YpGzYz+X5Vw9lquUCXqmQvgk7jnbgHn1616lKnKeEg15nHUrKFZ3CV5ryQO4DPJkqABkY7flU1iiSooEQBB+VsDr6Vbh1CCbVba2t1MSx3MZVhjjdlOvpyOtVtNkm3TSKsKwB2hhR+N20kMw/4EDz7Vt7CapKTM3OLldHH+JomvNXu/NjMDoE8tJCFBHA3Z/iJ/TpT7O0KS+XZsk5hhJlV+salhlhjoc1t+Ljb3enNeurCSBgoYHG5M8j9fzpuiPbWnhydvPY3VyWZlaDDkMv3AcnKj8uort9u/q6aXkZqknU1Zr34kbQzPJJEE2IcKwOc9jVPTrUPdzSmSWZUmaCJhIATiPB9OOT37c1Fr7vdaSGa2aN22RoqEbZMkAE+3FS58qG1ijRHMhyQvVjtGWx3HHJ7cVnQg1Sa63ZvO1zOt9KaPw8NWu2Z9QvdQkiLlgQyJj5vz4/CvSNYuzaG1QTBWS1jBQnnpmvP7a1nOjaLO0paK7upGEZyTu3gseeg5xj15rrNdZf+Ejvj9nJWMRqJd+OQgGB371vjYKdNJ90ZU3yybMzwjmTxJeXTvhY45Hz6HBqfw1N5/hXU7xVKiW52BWHICse3vioPCKsthr9wGyyWj4J71TlFyng2DydwMl+AXB4ACE8+v071vXj+5cV2Ji/euJPLcSRszuEkR/9WoMinPQtx2H64rWRjgBvNmmRQu7Z8ox2+tYtzGGuoLxb4NayAROIkyDuOQVPrkZz7EVsRzm1ESEHyVTcpC5x7Y6lu9fPV4KNOKR3Qd3dlZkuLx2nR5QjnK/MAMe3PSirCwxNnypo+OG/d/xd6K59CrG5HbGOUzMkYkCiKNc8ZzkjI5xVee/MZMaxlphkBdv3z9emKbkmDEYXczjcTwB2GT6/4VJbwpG0jDDRIeMHIIHfP51jW0tKxvpeyGW7RQWiqLZUkfMjLvBJfvnH061WtluJJZJt7/NIQI3GCp7g+lT3ccQuEeKN1ZlyTn9fYUz7KXgFuksnklt5IJLk49T/ACpSlGTd92QlfczZYFmuJ2NqZCMpJtG7cByAPfJq3ZXtpavY6tHKFR3k08JMmARw2M/wn5ePY81WtbpprSaNIph5d2wKbQpYcFSM+pqrpGnRSWWi3eLh5b25mMiFt3lpk4AXsT3PtXqYfD80JqfRafcY1JNNJHVzyRT61axCNgI8zea5+VeCNoPckflT5bi4gvJZpNskWcRvH1zjKj06Z96zBaWsSPdMZQEXcqOxAUDjKjp1NWo4VnVXsNiIT5rRtGQGPP5E+vtXmRVOyitv1Oiz3L9sA2pQGfajDcMbs+Zn+vFR+IYYZ40htrWb7SDl9owNp5+8e/0ptxFPcXmnq0ipOJN0bs3EYUZIx3z0/GrZQNdT3ck7SpGxLjdkLj0HWsU4xSmtSZK8tSglo4s7G585nuPJO+DaGQBepJ6j86mgZk8t5kaEKDliwCt3yD6Yql9heNbrIkjjmLMgLk7x1P8APp9Ke0ckunReccNEHMMYHYDIIx2xmtZ+9ZISly6CJd2dk2q2t1Kt00syywJGgbapAyCfTOTyelVtTnhuI9pt2dSMkSLlQfTB6YxWppt5pt9apdW1sgiaLdCQNpfHYD9PWqKTRXGnsZ1eWW3LMphGSTk8D1wev0ralJuaco/CHLe67nN+DlWG41ES7/nmG4HpgZ4wfrW1Y6PHqOqahON0EXyQI+wchTlsH3IFacd5bS6bb3Dqwcrksz7ljcdifWriy2sK7YhHuuG3qqH5CcckemcdK3lmFX3nGNmZewWlzzXVfAGo/wBrzzKUlR5Nxy+Cvpx1IHerK6XDoyLZo0k0WS3nEYAbjj/69ddrs8qeVLbyf6RJxJGvUjPP0I7VizSmeFx5bgxEFmK5wPb8vrXp4PMKtaSjPY5pYeMW2tzU1eyB8MQvKpRhyropYg46j1HqKw5LCG3sNPzJG28PI4K53fNjgenFd5NKBothKr8qrFVPAbI6c/SuA1BHlbRrh4ykMNvcM7FsKd0hAPuAxGR+VdUailVlF+Rm0+VNFu18OaRd6OQJEDuS8oKYkXnOFzxjrzU13pE8NzI2hWbX9skTK0dwQyqWOcjP+elPs3jnsdI/elmnkigDKuzGOXGD9DmtEXc0WmalNBDKHe6SBVU42L/F36Dr9DUUq0ZXew5QkZGjaJfSX8Lw2MEKvFmVpGwFJyCNvUYq1F4V06C7nXUJvtrB9ixQN5YwB0Ldvr7Vo2hVPEDt55mVZGAB/u+me+KyGkT5XhuQnOWJH3gBwvH86zq4yLa9mlfzNI4eVmm9DX0jS7i1hur2WfZK6tBBaIqlYo+qjdjr6n1GadFqN1CAsltAJmYAnJyvqT9etY6a88tuI3TMgJVth6Gsxr2Se7iDoweRWYIsvJwccjtzUTrylUsZOnyx0OmT7Qbp7meYKoJItz9w55JBqnf2WnwWjSKkKO/7wMD3/u565rKmligjntg8n2iJ/My/PybehBwCTj8Kq3JLW1vdrEFkkOQi5K7OwPq3fj1rKdXlkLXl0RY1GI/YXvYkaW6EahYg45Of54H6Vv8AhpLdPDmqXl0FQ7mdj1wzYXj8q5+KyPym1khcxFnkiOcIO2M9T14roNDhgn8JauLiISRMyjbg/wB4Yrrw9Zezk30BQ2RR8IXUsGo3Ub2Ugtp45Q11u4VsYxjqev4VFe+FZRf6ZEsimFZWZ3RwNgC4XOeo69K2LdcWkskCxqEUtIseAVHrz+FVvPdZZJm3hEXgcHIOBuPfjnjvivNrY2rOaaVklod8MNBJ33ISWtozG0JV1+UgHoAe1MusSsyoQQAMrkjHfn+lVbq5L3G0SYRsAFgV+vX65qt9oge1EwnaNT97IIf6r2Off6iuGCm25Lqae6lZlyS5nuPmgWLqDKkpJO0cBiO2fSqs4WKJEUxhkcgMrEYB55HpUTyhYpgqfZ1YADywd7ZxwT2qxFbqqbwuWb5CG/iwOBn1rdXsckmr6lW7nE1u0NvGvJ3biPun2/DPNTW9x5Fl9kjVWjCkiUDJUdc9f/r1S1G2niYxw7YfmQxpg425wf0zWtG8MjJFGieSVwzgchV/h+pPU+9E3yxS6DpSvLsMURXOoRSbnK7tqk5TC46+oq0onubgIGJK9c5AbHHB70kdvBcajbvdFVSSZFQxxgALzn6cCrNuhms2Fuco6/NIR754J5B/Ss0rw5jT4XawsKRW1yZd0zSRPhxtDEA85Pbp+VEkgZSYZA0pk3gRjOPQgd+afoto1v8Abpt/mwSRImA44PQjHY8/jViO2skiMkJ2sJNsI9SOeB1qpS5Wpx1dik21Yjg8rdDMkjgKPmjVsqT6mm+JZhH4bmG1WVto56kVOiFXYII1LkE/KASfXiqniIH+zYouGcTLjj36Gs8IubEQT7jn8DZda4iFtaqoDwiziKccHIJ6/U9K5OPX18PeJoGaGa9uppgI4FOG5PPboM/Wui/s5tPe5sYJ2lkWND5kyDILbmwVHpnA9qy/Dl3Db+L42njnmnlnWNZIog20/wB4n+FeDXuUIcuJqyv0OWpL90kde4iaUqx2ujHK7uM9CCOh/GqYsoAXWPHlM2cbs7T7VXdJlWeBCFjLbhl84yT1z3qe3jEUSoyl8EdOP5V8pVbUmk+rPTgtExrWwlvnhNwzJPYzKA+MLiPaSPz5rzS/cMdnlGKSNgoI6YXjp36V6BFcIkt5egwmOOxnVpWPyhM4BX09CfQV5jqqhJLi7tiz2rOzIxJ+UE8detfU4KD9nTi30PGxavJstWbnfMdrqduVCrlUcEFcfTFb+uWUGkavb2FspVYYlA5ONzElnY/Uk/jXL6RMzStuDj92Qu3qDwNx/PP5V1Hje2ePxVbfNJKDbqrs7AlipIO7Hf1r0Z0/csc0XpcsXWkrqOmFfNimkU4wy5BPsOwrgZHu7GUwXDyokTA4ZiSo4OP06VunUbxYhbw+YZfOGBCTuGO4/CsvUItV1i/kl+zTEsquGCcHPygn0+tY4ZeybU2rM1nLnirLUsJfTO8ccbBkN0kiq+PmbPG30A6/hXXzRWqwRyXkRa7TepaIlQNo54P8OAOtcZb6adM1DSTfPi4N08U8A6gpwCMdeo/GtDXvEn9nQ6kjSSGaVT5EaDAG4sCzt/Fx29eaMRT9pFey7mtN8i9815bVrGLwXaW5V7NIjPKZGO795KSSPy6Vu+JFtLsaldWd44N3u2yxMSMngFeOOlcdpWrXGqf2E8i5S2xbr8oAIXGB9OfxrqPF9282u39vbzYSFyZhswCdowvPpkcijE05ScFHvqKEkr3I9CAtvBOtynJO1YgfXLCsnxHeyWnhHRo4JVhkuLmQMjDJdcABl/E4/E1rWwRPh3fYIDyXEa4z1AOa5Hx67Qw+FLdjhkgeU4OD80oH9K67JuzM5OyJdAuZLjUI7O4QlIwY7dXjyVIyc56Z47+vFdDqT/Y/3uQzlThgcE9OD24NVdOuPtYinQKs6yOpXYzMAMjHbk9c/WtK8nW4g8mdg00JLLlOSexGf8ivBxlT95G6srHdSg/Z6FRbu0jylwSJVwG6jsD2FFasC26wqt3aQzuAArsuDtxxRXC6tK5qoPuaN1AJLuSE7hHNHHkJ8oyuTn86pX+LSMSiNVkR1XZ94Nn+ED1IzU95qF5bakJDbk2zukRCHJjyudw/HNZuoTmR0hNzHOHnUxiNSm0Z4+vf8auGGlOuk37pTqKMNjYu5fNjaU2725O1U81cOqkYDFT9Bx3qpYmS32Wl1qHnTAGbe+FJXPoOoGKj8c3/AJaX7I7xzwuuHK56Bc49s96Wy02SWPT9UuHRpDbjheGU8nLHvn9KueEspS6XJVa6SRHdSW8Oo3sNws8vmwRNGwHf+nVfwqXw7A0GhGe6gMItWlyrcGRQCQR6DrWdrMjS35ikme3InAjkii3Afuxjd7HPI+lO0O61TUdBOn3SYgYzxyXI+dR+8+4B1xtyPxrpnR5KN35P5IhS55WNe3+0X2nWrmJpVljWZ4sjheoz69effNXdEuVgRlktpmjlITgY2qAQOvaqqTkw+VLbSRRQmUb1X5WXcOFxyfXpjkVLaXFxMlvatLJ56wCdYjHjdGTgZbp3HfNeRGEuZpa3/XU3v7upox28M1xbyLOSQX3jI+mB6Y4/KufuJUuLyO1sbnbEGbdcgh/Mfn8x347VeuILp7aeO5iTyWPlGNX4VSdxPHPJrLgiji1CLTbWOL7FbpywfDxOy5AA9Mf1rblhGOmrt8iU2zXR0uLVhLK2+NwmW+UE/wCfzp6RtF8jyEyBdnLZyecEenvUEdr5zkLLu2vkK3OTjtVyKzmLIkKqgZPmyNpH+Brz5yT1gapW3K0k1rbWD29zGWtVYRyyQp/qi3B6emTyOlMsLWB7GaxtxJcWoQxJcNnJUMSOT+efarUF2PKVYAwjRmQlRgSZ9/rVWza4aWFUlWGBQcxoTgDHRvYf0612KdockXZ7k9Spa6VJpXh6TT5LsXO3c/2jbjLE5O76A1s4trC6gNttkKJseOVSQFxkH2zVDFzfROhSLeQI5gONozwQPXpzT5bnE0gV3MoYEuy4B9/fiqc5um23q394uWPNYzZ7O8aWa4hSPbu3cNjJPIx6jt+FZl0W+0xkkhi43IDySOmR0B5rfvLqSJcbVMYIbkZI47VzFvJc/wBqG3nt0ijR90cyHiXOM4HbBrvyq8p3a2OevHlTaO3up7mbSYmlszCiKWEruCG+TBAA54xXL6vFfJ4dtTYrlksFMi4wVBZiD75649q63W3CaDYkREFIpMFuMcDJ96xPMcpZLCTGqWUAAcY5y2ce3vXZVlyOpJdLGUFdJMzdMtli062uVVUt4Rujtmclo5CMFs9Oc9PerlhHcX15aLvukjkvC8yAkKoAIPPfuKS586C/ZpZlaBMboyAeRyc1f0Y3EOqXVu0qMHjeWAs3G4/dH/1jXDRlKU+Zm8+VIyLOKMattmu7jL9VEhyCT0X8uaW6tRD5cjoFDYYKD0HPJ9PSrPhJnk8UTNcwCOb5t0bEHBAPTHX/AOvTrqy3afPcuZWmMYZF67Rnpj0q8bB0uRt7k05c17GWBGbNllhAZ5nIdV+YbueT6fr1rOtru0j1gvdTW6LDH5ikyc5zhf5Zp8SzgmCWBJI5XVmdxkLg8A889R+AqPRoop9SvyibfMCom5SQq5Pf+Qq6OkpS8jLSaTNfUbxNRle+vdPWImTzfvbmYnGA3og6j3/IstLEyJBDbt/o43MJyxMgLcjHpUFwy6aJbW7lAeMkxTse39325/CtXSoWjKy3VuETaSuc4JPTjPH4VyVZyfvFwjCTsDWFrYwTSxzFJgrZffzJnoCP1q1pMxt/AOqyk/vBtPB7lvWqV/Ol9BqCWyh2j4QHKrvHqR7/AMqspJIfhvqEfkCOYrEDEoyCdwzivRy+XNSal5/kTWgoyXKOuYLiLw9Nc288Q8xox8zYHPTHqRyayPONvKz70TcuP3i4Lj/69apvLiKzNu1s6oLhBMduRtK9MHgZHGOv0rOntDPNLFbxtIqsIgjt/quBjI/p0rz6mto727G3M46mbf6hJewfZgG+0Z3bs8KpOCW9OBgetWbEGCYT3lwzxKCXCqAAMYAX0Gfx4qe3kaaQkx7WUsc4GHXA4H0xSw3yzGNFIYoMxb0wq/h9TSbsrRWguZXu2LdW6JawyR/umCGU7R90dQCB16VTSZ7mKVMSb2CncufkHXjPrT2nY+bApA2Ah3HRuOQKrW0bTxlIC+Y1LKeTsA7ZpQ1jqY1pO6saK3BFxCqxqxyA3mADYMd89xxx3pzW8ET+dHgx5DtDGMDJ9T7fpmq0Gqm3vJBLEJJX4IZdu0dc/wBKu27f2hITZxSLvwxPmfKhHJAHTH/1j2qZRSV2VCSaS6l2G9RCLhYGIikwQV4zjnFWZFlCDdJI8RXeWXB2rjgEfpiqax3TXKXKLFI6fL5Y9D3P+NOlug0c6WsuImwu1Mc7T0BPbOeaxjHTyNeZtu4lpFFeXUpWbylMYaOIr8wk65+mB0/GpRzp+2RhIpck4bD+hUHHH170afNFJfRwTloC8TMfm2+X2ByemeMevNQzF5RbtE4d/K2lU6k7skY6ZNdE4zcFO6S2LTV7FyKQ7o1klkeXOUdtoz3GexrOu2bVb6z02WNhE8wUkNjeMckY5FT2ltd3OnJOVEMqnOdw+cdenb069qLc3VrqTX5jgn+xW7uUUmM5AyWOc8c9vwqsCksRzS8xVl+7difUrv7LLqF3DD5ywusaqHwSFTAA9T0FVvh6ZLqwvtQuIjDL5TEoeqnnjn61n3N5dJYI7WjF5VLXEhXmMkAAj8cZyeh9RWl4Us7xdLu71dRlSKSPyzAQCm/cPn9c4FeulyRqTf8AWhyt83Kka1i63ZbzI5YGAPyyDByO9WoAkM6xuV8w4GO+TTDNsjEiyKQ4JQ5zg+g9e9ZWpyx3NlCZiq3MhUsqE/KoPK8duK+OjTc53atqei5WSGXklsi66HgjNulnIHjjOQcFSRjGAa88upYppb2M26RAsItgGdilhux2ycf55rp9OP2vSfEd5eyO8cImkjyxBR1KhfqMnIFcWzz3kGoQbR5rzr6/N369s8V9vQoqFOHkjxa07yaNPSIUl1WV4SdrMI1jA4wZEGc9/Stjxbek+I8BWBIuDkAHnznAz7Hb+tUvD0TQeKbayuZNnlz2xKnAV9z449Tx7VR8SSND4gtXw3yo5Cn0M8p+YV1fFExvaJr+HfKiDySlPtUiqQrnBXIyDn+Ee9X9Q1DTsxrcXMEUkZXdzlgMEYAHQc9fyribq9mintC0+9MFQoIOA2cggjBFUbi4bVL9Z1VYXwE3RDaFA6Dv0HfrXnVMB7Wspt6HTDFqEOVLUt6VMl/4ospLoC6IeVy0nBIXBVh78A/nWZ4out+pPDtIUxojFV5YEhjj9K2fDummKKW5kuMzLE8WxRgKCMAj3OP1pfF0EQ0QPNbmK8W8cA5yQmQcED1456A5rvbUGo/IzknKNyXwgWkewQjLG52k9yMjGfwrpNZfzdb8ROJwyveSKynO9cYA5HbjA9hWX4Ht459X0faqgSzhm2tknDYyffikmu3vrjxFcoWLPqEuMAZ++2OvGMCrauF9UaQuki8K22nFCJZLgyjPPyjgHP4n8qXXdBm1TxXp7Lbs0WnWUXmu5BVuCxAU/wC8ATSW0LXGqWFowK7QisD6nnn061f1e9I1a/uGIISQqAclOOADj/d9O1cmLrSpxtHqb0oRm7Mp3mopJcW4hAWeNtyZBAUnA5xjryCe1QyXt/8AaJDcENMkpO1UPlFCBhVJJJAJz71PcX8E2oC7knjjtpkTzCpVlQdAcjk88fiOKhjjh1GS6C+YfNGIbmfCRkAcDjr2/LqK4KSUVFTjpY3aeriyzp3iCG4s0d5mVuhBUHH09qKoxHXNPjFobOCLyvlCRuqqB9CRRXHPD0XJtRVvU2Up2N6+muXvJSQ/kzMzrgcL0VBnscDn3JqtewNFcWSyq2XnUhwCwZxyR7cE/Wt6GO7WN5RJC0LKMPEcF1442nkfnWd4gQ+RFJCjFop0dQXIzn07HjP0owspLErmQqsfc3KHjazDXWpzBHG6RQq4OSSVAyO/U/hXQLMbSxs0eVrgC0iKyMFPb8Pp7YrnvEGnajPP/aVtO4uZbmGSRXw2MqNuCODgnHHvW7cvi+VfMDLFGofb1BUcjA68/nXTj6t6Vl3M6cUrNGdfol7ajyoVe4a5EjzZIwOmCD9BjHpTJhNcz2NrZXEjGC7IeKKMBeMv/wCO5GfU5q0JorTLxyxyWzsW3KCf/wBWM9O1TW2pQtc25twHi81xLIhysWByW+vT37VwLEVp+643SOiMIpEesrd3VgnmNEZlJVREhXcTxg/hxit1NQF3p0arJDAysq/ZipyoHY45PTt1rNtojqE1xZOzxhIhLHIvyBmJ+UA9xxz9aZapLpmkyM8EZlwX2xg/JjoAOvJqFKUKV21foDinoizean9muY7WR/OunDLIuMb41G5iPT2Ptis64vbdL1I3nWNnJESH7zA/ez9O+PWsSLT7tyviK8FxBc3MptpkVN6RJkD5h97AI+lbLaWJrmO4+0q72oLs6JvjAPy7QexYD60nhoRSvLZa+v8AkEZb3ReuJfs8cSTQzoHKskyJkEE/p6c84pDqsNlcXc11MZEaUJEUQ5Zi2OB7DAx7VR1G51DxBBDtkaxskmVVXZ80vYj6Drn8Oa0J97CKMbXlTj5164xgn8M/lWPs4wilLruUnfct7DEjwy7oC8jFIgRxz1x6Hk8UyWZ4vOntk2AKuwsu5WYnb/I9KWS4ndUF6/znGyQgcf7J/wAaZqNvDbWkjSSNCOhlU/6vvuz2HHXpWNJKVRaXG17upn3Ervq+nROwd7ctI8wXYJwBlTgeh+tEUcgEahzzwwPJHFVbGT/TJLo3P2lI4ZEidlGWbOAAOCeM8d8E1LG8gc7YWjJGeRgg++O1ehiValCKMo/E2FzP5bq6usakAF+SC3YfzrFV5ZZ4ZI0YuXcKG7HcePp0rR2kXIWQgBphK7D0HIJGPrxWZbru1CErIfNHXnHViRxXo5XDRtGOIl3Ov8TTtDodmLiZPMSBnG3K5II7emf5VlT+T/aTMHkxtWMSYJXdj5hgds5HtWp44kWCwtUbLu1qSDjPO70qHUL21tJbkysCiSgK/XH7tev4j9aeKg5KbS6/5GUJLQzI5BFvupA7yPdsVLn7yAKOh7ZGfw9zVjR57Zr64uLhkEb7REu3POTnis2EzPplmFbGxDNMZG5DMWYj8Bjj3qaxlt7TTroZRZGIkjkLcgAgbQOxyeoqLJcyXp9yL572TNLw4JB4uu5TGyxHeULDG5R3A9KlF0IsRcHPXd1Ge3P1qPTbu4BMMw3TRwSHHYgZxk/pUbwqzSGaRyQFLlD8p55FYY6p7aEFsaUIqLbMa/QwrfqAdhkEpKjPOMc84boOar6KLaC4uDI6hN8eVZgHIx/dPU81sOzG/kssJggbm6fKOcAds8VS0OJLm6WZokd7ieQ5HUouOh6//rrTCScoSvvZBVcU0W7iwhnuftIgUojPHFHKfmIHY+g/xp/nTSlIHtmjdThkLDB9CCPfpVi5gtksZo7NSZ2eR4YmOCyj5tvP+z+tZ9k11d2by3MJjcucKrDJA6Z/wrjqb81tC4WZbmXybRZYLeOMgHeCADnnOB9alsrmSbwrqUt5HG8JMMihTnzF3YwR25x9RmiUqLWJvs7bpyAEfAwff0qtdXqWVlcwPBh5mBWBXJUH0HHTJNb4TEJxaaFVh1LWrTXq2VvZWaQws6NcBpIyVYcfKpBGGGDyQcZrDEKC6N3PG6SklJpEkMgJ2/e7cYx1xVgxXSvFd3Ds7eXsUy/6po+8aHGRz/IGqyalPG87IRHEobCR/wAee7AjnGOfqK3qSi21EwV7alltPSaIC3jb7MeBtcHH1J9aqW9rco+y2k8qLlJ0dv4c9u9WkUxWkc90hkgfaoePLEE9iB0+hq5aGG8humto2ilhi3eZGchgOclfT1rhpxlrYpqMtzMvraOzugsQDibDNsk4wehIxmoza3UxnjhhS3i2LGrICGY5zh/Tv1qylxaQpItsFjXcGSSOM7QerHnnrTGu4445mLukssZbGN25s/dz69/rTi5O9iJ8kVZsr+W9neTRtJJJ5SK5ZzuIUkAg+2SOK1rdobrYYvL8sZEiRkDAwcAAe+DWHBfFC5hikeWZcSHAxz9fpTrSLFteQSbIUkjG6RUI38/d3Y+UZ79+laShs+pjGVtUtDoUNxNIkcIJs2THzt80p/vZ67Qe1Mb7OmxZIpBcxMV4YZTPOfcnjHpWXBFPFAJL65jhlwVVXyOOMZI7Ht9KtxfZIJENy9zFc4IMTKNrL/eNZtOJq3zbEr3cF1NPJc255jKuITngfdJPscZFDSqiIJJN8ZYfOhPygdjn2q/pkaSwahKAIVYSLGXYbUQqOwqDyA9rHZpD5q7RjnAJ9v51c4r2aTKipKRYu23NsM3DjCqnUc9ataTc2xt72RZboyQqIpUlIKKTjLIccD1H9az1mjmuFeNFMkJxnJAGPqOtadpcwR2TkrnLKshGDnrkjFZUanK5t9jolF2Rzmvta22kT3U0cnnBpikignYjMMjg9a0bS8h0vwHA8rb4Z7lIn7koQfyqrrTwGy2earTpgvED90OWbOPUjH5VuWemx33gu0tZGKB5y+AOu3tXsynGOGnKW3/DHK0+dJFDS0soXmdIyGDYaNmyBuHQdug5q9qMdjDp05mlECrhzlwDtB6Z9M1Vhsb6yvWiRPOjG51lZ1IJxkKRjPWsL4lCRdEE6WoIiVUeZiANrdh68jp7+1fPUqKq4mKT0Z21JclNshs3tz4B8RSWgdIJ4GaMSNuZd8ycE9+c1wn210u5fLLBn2Dg8qQa6u2Jg+E13JhcvHAdo6kNOW/oPzriXyLppc5VPvZ7/wCc19vGmkuXseBUk3K513hm/wDtPjtXlcedPNb+UhGc7WyecdAP51meM5dvjR4DkeRGq89uS3/s1bngIZ1u2kZ5An2uLy1UgAtsbknrjHauZ8bnHjDUGZCfmSPg9cRrmnFWshy+Ay3kY3sZU8gDIPr2P4VJaxNDdupY5d8qp5Cg1mArNchlzuCkc+tegWk1tpGns13ZtF50P7yaQrJvOOgK/MoPYd8daxrVfZ6JXuFKnzvcreH4Ll1uS8WUa4RVfGTgEg5H8PPHNVvEt6l7p14YkZY1nwz7s5Idsg/TAIrV8O3yzae4jt2LyTqZCVP7shwwwT1zkAd+a5fxTpuoaMl2t1b+Rb3c8kkKeZuONx6+/IqLqU0paa/odM04rTU7P4apE2teHiiqpMfmPju25vm/HH6Vz+notxpuoLKm6O4uiWYH7wOT1/GrHw4+3DULbYfJEcMkiSEfcjUMWI9TnIHvUWjxu2j2ab2UzSEhgB7YxW5HVHS+HLNU8YJe/M32e2IZCflaNEzyPXgDNY+mX1zq+nXN5b2QM82XaFG3BtoyzlTjj8ecGtfT0LR65LIjPLbWUrxkf31XAPFczpt3CbeOVbWPaERWtV3KHwME59xkn3rnrq603NIuzsKLGO6Nu1uY5JJ5AJFjBWMBjlRg/wA67aJ44ddtoxbiNIIXCgsNoxzn2+vtXO6U9tIHv4oGjWKULHHKgZlwvUKOT1rTKwXCtciFlR0wrEnY7HGQ3XBOAcdxxXDWlepZ7JHTBWjob8d1Y6lEkz6WZgBsVwikED03dqKy7XU3it1DKeeQWUZYetFcCpVErJF+08zTvllgjSOOXz7kMwkO37ikdAv5e3Wsi880QJC5+Zm37gOBzj/69byTGa5eRy5uWIRmVACWIxjjjoenuc1k6hA1pLCjghjcAzKD80aAdTjtjk845NVSjF1FcuadtA12KSDWNPgubhJJMb1FvwWAUEEj8/xPtUzrBPby3llc/wCoVcxuQrjngnFaV68OpeJ7QwyKXinS4jwQWeMqVwpPbOD1qlbxws1y0UcUP72QiIL3yepP/wCqoxHI0mtrhFTvqZtzItnZ27PbNOl4rgIF3MWBxgEcKCOfrVTw6y28G5bllhuCyNEFGZCr4B3/AEPPc1akYGx0NIr6OJEidhCy7QfnIzuxkemD17VfT7Na6UZF8h4Eb5ndwVmPdcdF9Pw4roxMY0YKCjuKmpS1bJy6i+e7txGbaL5XBJUKPu8A/nVXUb/UNOtJGtMupiO2QkP5bFgq9OR1J56Cq93dI+k26wNFOlzN5IUMTuBcEIN3JwBjnsTWtO1kbP7VDA9rcxyLIylcEt0wR3HNebPljaUlf/gG0G72RMuoz6dp9ub+7jmQFVeUj5nJ+82fqfx4qzY2Bgj1C5liaKOTEqr6YPAx64xXP6zYi90i7N1PHDNIAyLgYAQ7tmOuDjnFS6FqDWM06pFI0LxR+Sjlv3mdzMy9cDG3GeoIoVD2kJShq+q2+4JS5WkdHaWv2q1nWASI8hV8k4AHpj14P51SWaC2tGvjJcyzBgpjUA7snBPsAevpTZ5VfQZLiJikTtu+V9pVs8g+hzkc1naPBb2mi3kZaR0d1C+Y+5iQ2eP5nHp71nQpKUW6l15BKdnZM0bn7S16ssMMf2cZBzlieOCeOBnmq2qWM93pxtLe5R53kEqucjb8uNuD16kfzqXTtSa5TUHaJnljgZkG0gcevvmmW135OkJ9qjWdntPN3O2Dhs4OenQU6Ea1KHtUlpp94ptS90i0mSJdKvQSfJKoGCYyPTB9Bz0p/wBozbAyxNuUnBAzz0xn/GpbW3gazxBOJI5XUecE27eORt9z7VXuXMKSQBPOHeT/AGvp9Kqq4yn5gk2C3MEPlEgOW+RQcA7sE7c/1rEshFHqNs6BXIQBmC5J7AitC+8tLSSXdGzQfNuZehHBII46GsS3W+s/EKTvMn2RINqxAAtvHQk9uv0r2MrjaDdznxEujR2Pi5Gn1bSLYL8skUS4J5bMh4x9AawvE0Jmgu2kXEEk0zbtu7aGIC8A+361u6pcyyazoz3irGkbGRZVO07EJIP5gj8e9cnfIBYxSKrN9sZN6sxPBlOOT0wB178V0VG3a3cwSUfiZNeJLYtPDFIWjICyEnOMAZH51NJAZtEkgkQKy6VvttwAIkeTgnPU/KfwxTfECy5uZLeaOFnuGAV0BJUk9PT61avZYY7fVoZYAyWxt7aMjOeFydxPTB5rGEeWnOSd9WU5bEdu86uyzzlY9m1peGCqT/F6D39adcmNbfzLYwtg4KlzuY+vX9KzI45XjSVrqKKFVK8nJOBzke2ae1rNCEnjdjJlWWNWBAU9QOOc9c1wVmqnKno19xrG5JlpZ3V5WaWRtq4OBgDqfX0p+jDdc2siXZs3RzlQMlSp4GO3oaqzyy4nJk8pougfuBnIyO4qtDK9wn2thLGj7dqrghfTnv706a5VfsZN8yOylO/ThK6j7XHdzETLxgjgqB6Z/SueisdQ0W7ktftD3EbgO298bD+PYj8qt211fSaeSWdYxv3qfubcff4PDH9cCqt+d2qoIpWwELPtbqW9cnngVnzPntpZmqaUblua4uFiMIkjlZyHCg5ITJ49aqtb3Usc8zsrXIdAj4Yg7c5VR0Chfxq5Zm3trHzLhoxLhnkcj5x/XHTAqpq19Lb6dbWcdxJM7sJYjgHaDz83chefz5ow7ipcsOo5puKbZnzX73LfZliTahBUkk4OBkc/n9MU20dJ2aIZGZSJZtmVVQchgO2TxnvipJmmt4J1urYS3OB508fBYE8lR09ARUiRLbXrzwBuYVwWTlcd8DqMfzqpNR5tBJX1QX8jQMbYSO8JG0qj/KeAcjHQjFPstRNhbvHEpXzojGQQQTxwSfXrkCoIpobTyhHCAxJdi+WUHoc9+pHPQVetLdLpZYJ5soP3kaoFBLeoz1ArPmcYW6EOLlK19ShLcSSgWU0QjE0ZMLZwH59upqhAzI/kTDyyzp88aFwQOcEE9SQOhroTp0nzuPLC2+TDKyc89ePy96zoHEUIk8ppY1USSfKCxI6nPbn+dXSqRt7plUhKMveY60lNveIdRRpMLudx24xx7dKtXpsYrfYs87O/7xQPukNj5fqOuKdZS26RW0GXQmMufOQNsB7nsMHj8KZDp91Mha55dXJXOCGA9hxjvx60pKTbbGouKsiS/la6VTOy+RCqJ5CjdsfaMkqOvHHtVpYfNRrrYn7tBhX5x0PB9MGqhYkl0gO5s+YykYJz0x61bjWKd1V5wobgbF2j/wCufc1le7tI0imkSQXqWsTSeYfOWMopUAqTnJAX1Oc/hU0Nx9oeWI7Z1b51YAoRjlsDtVK4uR55EgJIJdM/zBH0q0k0UcyeTkAMWA/u54NVKcbJI1irjYlhKm5VHwXKENISGPrirc4WLw1dXDDKpMxwCcfKvHp6/wCcVzM+oxrrtpBJK725k33PlgMVIzg89sZ6c8Cug1VANJZJp4p7SRZH8oDO8HA5/QjFbQw9mpyWktPxK9pzLlXQp+Iozb21s7xp5smxGaJc9BjBzzxnFbsAl0/SdOQSzSGXMgibBRcYXA9AcnJ9qzNY33rQ2txOu+N9/mL16fdI+lbmp3MVraadEIRI4tsliwARS3U/lW9Wong5w63/ADZm4NVIt7GRJ4gvJdSuI47aRYrddhKqJC8h5GASDkADjqeelcH428SX81reabcIsLKi5VlDsQGzwRnYTwT+I9K9EjFtPO7KEHmtt4fBLdeD1zz1rk/EXh61mtXSzto0SXaWw5GBuBLMeeMjrXLl8qCqq8LMuvGbg7Mp+LFGm/DfTLUr88t1EhXOOI4c/wA2rgZzmH5Ewp6g9/yr03xdoV74h8MaNb6SqOba4uNyu+wu3yKAufvEAc1maJoWiXEEEF/ZeTqlqsi3UNzI6psAYrKwX2IyQccCvpKmJhTTb1Z5XsJTYnw+ONZ08BGKx3S7nJHGUYDPr+HSsbx3GG8a6ssUgG25+Vt3X5QDxXWeG9AtrbXdNgVpSpZhMjgr5jbSQeO3PTvwawPGehXc2s6nqsEPmosxaX5/QKM7evXv+NVGtBqMl1B05ctjj7c4uHUEfKwPAzz061pLc3lzahWmlcEiEbz1XqF7cZ5+tU5NMmtLuOeaYmBlV96KVILKTs56HPFbnh+wivriK1vbuS2gkR38yWIkZAyAfQZHWico35hRpTVkbdrPqMtvpWmxM8cUcjYmkjASQgjBfHYbWFJrGqaVJoj2l/crqUbSqsUojVXiJOS4YHJG3OD7YrTWdja6Rb2peN47czKVbIDsGOQT6E7q4TWtI1S102S8voRE5BQiMAoy7s5wPukHn0549K5pwjWkm9Gtu51ubprlSO/8NWdhZapqsunXhmsrPTZ/LaTB3IVY4I78tjJ61g+HLW4I0xHdHVwHhUrgIfQ46881F4TvreHw94jghVDPNpEmCnJJDovJ+jVo6CzRXWkSLHK5SJX8pRliOeK60uVWuY7zua+ltINM8SzKiGZYGxvPyg7h/wDXrGm8qLRLhhvjgjVnLIQZAPUZIrWs7hYfC3ie+ULKBbkgNkA5cenOM15zea9dXFiN2M828gXnzA2SeDwO2Mc8VzVqNSrKLWxftFD1N+x1m2i1BZrgyR22oESO5yWiXGPl29zjn0rasGtjeu1jcSrYoW2NMSY5RjPTvkkDOBxXP6Toza3olrI92bWK1k2qzxDaQQC2O5yefrXWaFpNt9jms3mPlRZRMgKzAY5weQRx+dYYh0qTlJPVI2pe0kloNg8NPqMf2iRmXkhRHNtUD2G0+9FWItTu7eMW6LHJFD+7jZoOSo6ZPc+9Fea415PmUt/I6eWHVG28dz5NuUuhFJCOiKPn56HP8+tLPMIYpL6OCabzXYN5nDHHcj36flTI7ee8uXcPIBGxeONlA2r2+pFWkmaVVWXj5vncDg5/rXmTquLSavf5HYoRkroyorq3g1S2W5EcEqO6xP5hJAbkDHY9h+VN3wwzTlxGVQhhbuMtv9D3Ixj86kltoIdVnuckbUURl2DhW7Edqw7a6muNQvLhUy0U+794ANuOM47nOeB0J9q61792iWuVXZcTTZZ5JYp53jlWTeiS5HlIcER59Bk81W1Vru4sls1geMookkWNAQCp69eBg5+prYkuEdhPcMwfbgHI+YgdOe9ZekyahPYsZIIba4gbKyMxdnLc4Izzx79RW0Ks6keap9nYxcY2aXUq3gNre6esmUjhcbN6HgkAZXH3j9Petf7ZLcXkLZkdLeZZZY5UzJIOnJ7ENgAd+vaszW0mtNU0y8MpmvWmjkHnHrhvUcKMZ6Dj3rrjp9vdTwahbPHsiLfaQDtXdjIPttyx55OaitKKhGTV1qZ0lZ2M1fJguJrloJ21Fwoyi78Z6RoDxwe3cHJpujaRNZwxpqcc0+y5DxovzNGiqQu4jrjJGB2NXEuANchFxA8FtEMNIMNjeCFYY7dj6Zp+lzSW+nxy6jNIZJZ3k2v98KWIAI7YCngdBWLq1FTvHS9v68jRpXKM97p4sr+GxdojE6ubfaQhTcOh9j296WwukNtKBP5KFxujIyu727DuauafDbwQalbXKXF1btPvxHg4Xd045xz0qpfvHFY3HkCdI0ulQxpHgOOoOT169feta0otKKb2M6cHzFmzMNuJ0UvPOwKoOAHzzg/jzmoL9RJaFgipOkO2NFJCsOw9u/61oQWCbkQQ/uUUfNuAznnn6f0qlcqLef7Ncyu/my+UfMYbIgwJwSO3GB7kVyUakm7JGjhrqPhtXhtIYfMRi7GUcngEdPc5p1ykcts8fkSSPwUIPT1z9O1EUIs4o3mQlWyWZmztOf6HvVizEk9zJJHIQhwpyDj1yaipOc5XZXKoo57U4lOmTiQkxMu3CLliMDPXr9apWUn2qWzYRbcgB1YAkNjGc+xHXvnNdHeWZuNHmaEQlw4QbyepOAT7Z/SsFrCTTZrN43O+K2KzBcsmRhAD9T07172AqJQt1OapG51+rhYr+0uLlk8q3sZiAOMMdoA9zgn9K5G9hCxafGjbjGIGLEYO0ycdOABkcV01xAkdrHcOWeaTTLgyNjoVdeg7d+nasLdDtsYrm1SWKS2jfI+9kcrj045rprPafTQxik3yktzZE6nEbsblS7kcuVyAA2D+Y4pNSjiuri98goEnuC7LjBcs3y++ef0qeeRrueaXzBtXLFmHDZPHH41lSFV24I8zzhkBcgADPrXjzrVH7vTc61SjFXe5LFbEHykjTZEWBcoCzHI4x04pokXkCJwiv1bjAz2A4xTojdQ3COgBaL5VXdt5zz06nk/WkRmmV2EbbXJX53zisZTbCyTuiO7tUaC4mLZiaNyuzA+cd/p7VX0qT9xYR+aUIgDRYAIDZPXPFWjCq6ZOzSyb48hY1fbGv58nI7epqlb3dqFhnYLEkQDpHtGEGc9T7jFddO6p2evmZTjFSuiw148aC7klYiVn3jzAAh7jGOeo49aswSWtxbFLmMowZdzgAEDGAfpWRc3D3moFJ4o97S7gi8Dk5AH9765zxV46ZJbTQeaytJMCSG5P13Y4Pb8KzqqKa11M43evQsXbfv5J2kaVThA+373HHHqT071K1rcSQGSduu1JAcbY8DO3Prk/5xVL98zzCWX5OiQquTnGF/H3NH+kGCJJkVpN48rqAAfxwT/9eohBvZ69zWFtxT9pNgwlfzJMgOuc+UucDLfxfTtVHUbuTS1ySibRsjYtw+RyPc8DFbetQN/Zdsw3K0yHesfYqwGcjqc8E+1Y98Vu47aMRR7SSUUru3MFJ2nHTjNbKPvXkiJNP4XYdbO17BGrtFNCp8wsQQyAYyPX/wCvWnBDBDHujyJAjbT1ODwSvoMEfnWZbTLdxQvM8zzyKR5KrtYfUdsYHPtzVyJ7mNA0sZRFbGC4YAbe7dfw6VhUTu7fcXGn1Zr2zTvHI5JJz8zZCo64wQB6jsfesi8QTXXlxWoiPlKrgEKhA65x1zjJ/CpRJNIyIkR5fLKWG0Lj+uc/hVBnWDVYyyTLCA0rMn3QvTH5kVlQpu7XzJrOPKkSSTpbPMjvGxlH+rZihC+gHbuRnrU2leZ/o0fmrLJlpAG4wD7+lUvJKxJNsa4mmJQx7eSoPVW68f1rQuSrrBb5mRzEZEVCMqfRsdehrWT7dSIK7uy2Xhd5wsbyy7jnYeUc8/kKgW0aFbWX7QzqVZVcY+96elVjPOsbR7XWRtwkeNhu3cAj24zVqzkjjtfs8MMzxlyF4wMnGTk9M8VMr2u0XGztYk3wxSRrNNBIIwu4Hduz6Y9vWpLqT7AY3aMmEPsyhxjPYt2z/KkSxnMjyzeUDGAu+P73UjBz1HuKn1OWOPTJIXk8sRAMz7M5HTj196y5rTjHe5ooaNnAJbTW/iKdJC6yBXlbHKSbjwV/Fsd+lekaharFa2NkGcMbaLcw6qS+e49P61ydzaC21ybzDNCirEESc/ciyWznp1BHHpXV3Eq3ni2RYpVki+028URVuCgUcj8q+mS56cLnF8MmivdrCfEbI6SEtLKqo7Zyc8Mp79+Kk8ST7rqyhgm2IlonT+/luCay9VvLa21F557jyRDO0hl25b7xDAH/ADmrPiWS0l1SKeJT5T20RjcDAb5eoHXHI5rhqwkoO60/4JvOceVNDLO48udm84bgA271GOeB3zVbUwrJ9rkYvtZQsSZwx6dP73IqvaS7pULAhMgAgd++PwrRESyfvApGQdqknIBPY+9ciSp1FJlQlzRaHardXUGmaD5NoZEL3DTkjhY8jc3XjHT35p+n2bC/OpzsjCKJj9pkXcmCDgEj/YwpznoKW9V206zjUySszSeWrOQOSMg46Lzge+ay9Q0jUbwreSl7fToiQFjmZnuUAyDtXgZOa3xM1Od07BBOMbbl3wvL5mu2zeUAN0sikMQpGMfKfb+tSaqFuHKSRSAszwSJIvEiknjHBBAPrXRW1nbyXtvJa27wQbDiMkBmJXqB7DqOgrnpZfOLMUkl3MZGkkkw2BnJ/wDrd8Up1o8kHDZGfs2k7mRoulQ6n4ZhkutLt5ZdrW7ckO6RnA3Y/i4HvWrbNHfmbLJZrLGYFKYPlqRyoJ6Ads+9c5q/i8+HTiGNDeNuCx4+VQT1cfXkHvV3wmV1yCNnmKeeFMnm4IkOc4A4wM5qZKrBOrP4b6GsasZtRjuSW00M9vF5F0GNvBIqmIZeQquAg9Dhc8+tY+p3t5NplxEsDPE8TsZCpKbQuSCPX6+neuhuJIDrNtDarEsihlkESjCkI2OnBJ9fSpYNEN7aOvmqsuXU7lJHPBB/zxXTLE04ck6ulzB0Kk5e6jL065guPhpf3WnWlrbNDZSLPKwxI2JVYMCoB3E7cdhirvh9JLjUrG+uWDSTwLIoGAXYgZJHQDkmsjQbG9s9GvdLjMktvc2ktrcxtGAI5zyQvrj5ACTjJJq3oV5Mv2Cztrg2skO1WYqC6lQAUIPfIwTivRnNOX7vpuTGDinz9SJbZv8AhEPEs7TXAjW3wsf8MmWA+bufX6ivMbx2hs4EjyrNM7bgcZwAAB3HU16X5M9p4G12ztbv5FSSWVZWyGQsp2r6EHOT7d6811T54rJhlm8tsADHVzW0Jcyuc1VWkdRo1hqUsemXKrPJZRAMxRzsVccEjrnOcgdq9EE9l/ZvnsGM8tywYDh3z7evArC8BWmupYW9lcQxJDAu8x3BKybS3G0D1568cV0OvxATJIuT5Xz+QPvOQcH9OT615Fepz1XGdrO2x6dKHJBSX4nN6lPDcXjSRPFHkDcrqwIbqeBxRW/b2tiIEWW0t5JhnzGlfadxOSMenNFYfWeT3UnZGnsubVtGgbeeJxOoPHyyKRyCRiqnkobktMxYY2vGjY4Hripzco9qY1d8hVLZGc96rIVluhAWLGNsM2QpZTzn8a8b3pXsrWNpNLUrJfyLut0zIyq5aRSvlMq93H8LDOPr0qTSbS5j0s3N2InWEL5iuv73YeSTng55wKp6jbXMCRmFIYJ7ohRIED7xg/N9cdauoblhHNLlzGuxiqkb1C4OB6V2uUYxVt3uZpykyp4h1Ce4tLq/guohDEFhbBUA5wAcDlRz39KtWOLe1t5YlDK8YKqTu3D1/wDr1keJLeNrEQGYyFIxJHlRyAcbc9eCcge1adrDE1lBLp4H2qQcuxJBGPmxk+w4HHNaV6adJNMmMrOxleJ5BLZ213bSLFPHcR/vWUsqktxx3IwSVrotJso1lNrJA7wzQsTM5w/mE/eZQeDx35we1YLYvtR06yjj2NCzXMiK2UZiuFwcZzknntW5pcU1rPeJIF8+fayFWyFIU7vcn3PXFTVap0owXQcVuzXitHim2TACQxkbR9f1qlqaTG7Iiki+2eWHhcpu2s3DZ9MDPPuKmudQJnjVnSSQoflL4wvYnv1PasxruCGe3htrlWecFn80MG2DgDcOOvbnpXDQU02zV6joL6eyuri2vHj8qYhwSdp3HkIQf4cV0Ef2R7idoyrlFVREGztz7d/rWHCzm2umuk/elSIyke47CQOQeM5596padLbPqtykbCG4JUzCR9pJ4AA9CT9a3qwlWXNLohaRe5uyKfsckKsXeQkEoxGAx7Gop4lnsI1vYfMZDlTE/wA8ko6YxwSMDr3FOPHmFWdQoK4bjce+AKseZLCkQZYsYD7xwTn2rhpylFadDSVmihqFxax6VDNqBYhMM7pnA54PHUmtGKSE/vAkkYJyx3ALk+tU1hiluLS3mkjkL/Md4G7qeMdwcVZuo7a0tHUKrSb85Z8EqG6c9cAjgeta8sXZL1JvYeUhmm3Ng+SySbV53Ern8s1lS3yrPZG3mDRPP5Lysfv7ec9OpPBp0948YuI0kRY5WwJMYaMfTv049KrmJpbzZNJJHFIRJtRd5BHzDB9hkfjXVRil8TC2mhtarH5ywQurfvraaPzBkqvy5JbsCccVzYWMR2EzrnzRaR88dc5OfoK6pri3mkaQfP8AeVH6lVK4/DHvXLXkTR3eh+XPutVZ2wp++I0bDOfw6e9ergK9OSdJr7zirU5p8w8Wz3NkXgDpLJdShFbGRFGOeO+cj8qzYwJ5Wjt2UEnczjJPT8vT8619EnkmitBcwPEotp2BZss+erA54U/0qjo6RIuqwRvEr7o2XLYIUkLkD09anF0Yu8oaWRVOT2fUhJlsZXe4V2bgcDlTx1PrioIpd8k+z91CTkyOcbVzwOe3v1q9d4SR1mdSFxxyd3b73Tt071DJaebAz+SFjlPIcENjnBx26V5kHpqa1E1swE8ckVwmzzGZD5RBxgHkkj8PyrM0VS2nRWKQhJJG3QuQDxnnAPX1/KrLMY1cv93y2QK2cg44bP6VjSzXENp5aSqpFs6eYBztzn5Px7+1ejQj+7evX9DFySd2aa28carLI81y4lYxyQp99QeDk9D61q2sMouwpBtg5K58wyOcdAWPA/CsmCZVs4II2kJx5ZkH3nUjj9e9a1tIIpYgGYmFAPJYYCkA+nXnJ57muStNJ2RVJx6Gnb2jLLMsUKI7REIxk71ktb3a2ohuWyVdWwqEBCDkDHPI55+tT+Zcywgb4vl6+b1x6elDXMsqy7S448wktnOM4wPXk/nUwnypaGsknsZ1/IJbCVYFKbQzEqxLSMSMnHbjIHrzVJWb+0Vt44imN0sI7RqVAGcc8EjjrVm+mvZbV7mG3aGOKFiGwBvVepAwMnP+SaIxDcNbC1eUSfZWldWGAWJXJ3Dr0PTntXYpOMLPU51FXGhG+0JIFkMyHZJIOEIbPUHoBg4xVySIyR+Ufm3sNg2/Ic/exnvwKUQt5sRCjZGhkCM2QDkZPPfn8veta5sPtGm2cs5dBIG+zpMoRlUdSMdiT+Nc8k5Q9o9u5Un9koSvAkkjyXCwmYkAhCqyMONvuPWqvlGUTMs2yOJVKLM+FJ9B79ea1b9bdbYQyRRvKAXG7oO31z7VkaNareyXWVKieV+FUOQFTj8MggkVeHpqacmzOcHdE6yRlkty1skkef3hYAc/wHHXPHTuByKntx9nsDqEFo9zMVy8kknyuMgHA64z/Spk0uL7a0qCOMS4DbVwpAx8v4/0z3qcokU4gublmwCpVeAeMc47d8VxyqQWkTo5Pd1Kk0LSsolh8q4dtwKenXHt3zVh0KTzSbTFHdBfJVhlRgc4PaohBDMTFGd4jGPN3ZIq3cq0UTW853hVEoBU9MdazlU1sEIcpZhkC2qyQxjzmygkkXciDPPQ/wAXA/WqN/aeX5trKBOG+aVM4Izzz6Dp09Oal+33csaW8Foxh2bnKrgsePu9M81i6hfI1wtwBvjxsdV+bBz14+tdOGTlUSS0IrPli3fUu6XYRf8ACRWMed/zZJkYtgZ4U5zmjSbiS41sXEZREFzJKF/g6Nz+WMdqr6LNJb62JSjSGK3dlVOzbGxn8xx9aj8MIstvYnAGEAO05wSyJwfxNfRUo8sVHscdRttMiljP/CSXNhtm3l5GjlY7kU7yCM+maseJkafxC9oz4aGzgUqgwQdgz+WakaVn8QR5PLzuT+MjVr6pHG3izUZFXbcGVVAJAwAgw2fqGrHFNQpqQ4QdR8vYz3s7NESWOQp5caRSxhNrBwMbifUnNW44YU0f7QWfzEbBRsgAH0qG0mDXMUV3KWjw5EjPuwSc7v8Aazk1rTyQzwxWqzbdnASVT82OFyeuK+eqVG5WO6EEkMuobdtLMFxMnkKivE7Hbkg5wQOcdsjrVkXbwQSSFIhZWqMxSHllYEfKfT6f41XvZpkEEJtdyyx71SM8qofack8ds/lWXdzvpd7Z3dmJohLIkM37rdGM9Qx6EY6Z703SlP8Aif0ik429027CBY0E28zSPGXWXb/Cedn4ZIx71hGEw27pax7ZR+9EROwF9ucA455ycDvWsq2KqWtpt0bO20pLuBJ/lVSZMSo0zZzu2Ej7nGSPyzmsqU7ScSpQbjex5jr+kwnxNEb65Pls5iKBDtJXbhc9edx+ldFo122ktiKxMlhLIqEBSohOThtxHTk5/pTPFUa67p0EQmt7e7W42oZnKh1x95X/AAz+FX7ay1S28IfZbmeNZIlZAyJkiIHp6ZIz+devUxEZ0IOdtXaxyU6NqzcexoSWcY1ia9hmUfa5jJECgCcx4XB7jAGT9apDW5NY0G8sLdJIdTggAuBkDYwHJVs4IyPwBq5BbWlzJAFmE8YQBVwMqQpxuB47g/gOtZ13avY2Go3Om3ASdwZHWdNwWRfvE9wfY8D05rGpOlNxjL4k9O3obLmg246I04LqEaHfPFmGW30mW9IBIPmu2VOT3IUHj2rndIkjEMF1OGcJbpKX2lmbg/Ngck9D71q6NcnVftkaz74PssUNuwXcqNtIJAPXqTiq1tpradqUNpI5eP7OERlP3ggwSB26E16kKlNSnDZpfec7g9JLYkuNIku9A1qKwQq94IolSfCbFLBsZPbofU4qlpPhJLWw1B9TihNxbxCKGZHyY3ySHT8SOv5V0lhZ2dxavbzKJLaSZZUjkyeQpCjrgjuKzCkARLeaGG1hQfLN5wJcqcld3X6nvXn1cXKS9nC51KjFy55FbRLnUg8zFyrNBHG1zKo++DhgCPQHjsPrV/Wmu7m80y5u3jEbuTJsOAvPv3+UH8eKYl2scYCCNQ8qxoCPlJPzAA+65P4VIbl9Q1u2Mak2tvGxYN1LFsEAdc8AZ7fjU0qs3NynGyFKKjFK9zXiSKaMSTWybz/z0iycdvcfjzRVeO4mCkLDAuCQdgyCc0VlKtTTs2Va/QntbWyTUJGub0mFhuzkDDDjqOCPSm31sgvFmQKiRoCy4OTxwvGcE/lWLd2UEsdw5kHkyDNuQvyRvnnKjghscfn1NbFxF9nitmZypQFXKZCnjHbOR39RisakVzJp3IUXa7RkT3Ek91p0jIsNrMskiRb8lGxjaD2AJq/eXDSxtG0pR4yAwXoB3H/16xdN1OO51u5tp51nWCIJFmMoAm7cwA68nFXYLN7ia4jhlBWaQsN8m7qOQvr0FXOChK73t+ZTbtZIhlitWuxDeztF9mEBQiQAsCxJzxzk8ZNac97Y/wBoeRbXG/EWfkwVUdflI+9nnjpwK5kWo1S7trW5Z4jPMY33dDHGo+UEHksw+la0elraX96wWJvNQuAqlTkYABP44wK1ruLVpS1tsTFN6xKtms7ahe3qrHHsZQgKnBDYY5GfoT2rYZ717sSRlZQCsToOikjIbI54UGqula3HpVlqS38BkkN0UAjXJ4UDGO4FRWtnDNcz3fnXFxbI+7zLVgViYLxkEZGQTnHPFRyuUm5LRJWKhtp1Na0iiRY7qTdLAsfmSRsCNygcsTx/QHiotRttKngjmicLvjEmHO3aSwwSeMcnOBwa0JZX1WygjlieK2khYNKw5KgdG9B0PpgYrnb+ziur2LbqJntZI+JupiRAWyx6fex2H6VhRXNJpvU166mxpmrRaVrF3pkVlNIlxEG8wghI144JPIB6jH0qawjs5ZNSuIZUmkKm1cNHtaNwBtOD/Pvise2161W2lYakqqm1DFNHIoyCMkHHHBzk9u1akV9bzWjX88Ya3TIiwOHPTLYwxXsAa7alStBKNtLf8OYRjGTb6kFnem5he3EknmA7gHTaXG7kgn+lXLvVLOyhjaSSWQL8pUHcwKgnge3esuSOQfZ5EkURIPLLAkYzzjB7+561neIXjtbYTNJDMzMFeKJgWPP154xk1xrDRqSsttze7ii9HfWN+wuFtzeETtIoR8FNq4BJ7Z7D69a0LeZ4ncXBVpMZmZTuHPX8PpToRbrZLCbULKq7nVeUcH0P+elRSgwT29wQQPNdGVODtKfKR75og1KTjFaIfmyS5nLMlza27EQx7GfOfrgdz9Kf58sGrs76e00nleRuDbVy3zBlI9ehHXiny6lYJOrw3KFAEV0wf3fPLdO/AI9s0y3ea5MxvpYbe3MuLd0LK0jAgjr2PQeuKIyk94kuz6lyydxBJEpMaFRgof73JIHUDnH1FVNYuobae2a8hfyQrSPKF3FR2HHUsT+lHksbi5RHO+bbIsy8/MMoQvbrzVG/sP7UlWL7QROkQw24hJVz8xP+12x24q4Rh7bV2+8l35dC+xiPmK00ZKQ/fABwnAK47ctj65qpbIkYvDblIpphslkZCWYE+vYdxinNd20+p3MkTuULCI+Z8ux1GNoB4OduRj61Tiv02XPlt5mJMl9+xecfKSeuMYx171vU+KSgKOych1xNbiZopiyBQFDJjcemBmktWt9Rn8yWVmFuxAjeXAI9cd+lUHkM8xZihLD5m4wDxgZ9ffpikezhtlS5+0o8cjH5CuCD3JHb/GuRwaXmEqrvtoPultTCwaSUtLHyrZTaxJzj2xgVmXUDW09vGfJS3a2cPuGScEEZz0ycdPStG64sfMaBFYsEVnJDFQOQR6/pWbbTS2s1vNgIp80eZ/EQRxle3OK6sM3qr6HLP4i2BHbgSXKSYZsBdpUMB0+lT2jwzl5G815GbYwLZ4HK4P061HcyzQaVDDdeVtIIEjvgk4BCgEZ75/Cq9hHcfao3aEyB4TJHIfukDg89+nasnTk02W072NKOV3WRoMHnBXGRtPYj+tU78MI1CTNbRxnIVWGSfX8O1TNGrXTJl44IVberOF3yDkLn0BPI7nirlvZGTQb2WY25ZwiKXPz7twOB7kdcDt1qqdG0482wpzaWhJcRRpo1sd8oumkyysxKMh5GPQ5znHes8wqbzM87IIrZcqgPJLsw49QAefWt3UUuNP8AA0B8mRpJxJJ5pYbY2UHaoA745461haPaLqDGSSctKrKvPVBtGfxyTj6mumrS5IznfTT8TOnPmdiJ7uGO/srS5uWjnk3RNgna4JBUc/z7V3F6yhrKARf6m3DKQPxJ57/rXNXFtHJfNE8RaGOSMrITz8vO0+/v7Vu389vc3P8AosZijZQGUr1fqx3d6xnJfVbX36Glv3tjmdfRXfIYSIsYnXPAXAwSPcn+Vb3huztLfRfDsl2UAluZmdnGABsyTkdP61hamUGjak6bomZ/KiJwTjO0D6dff8a24bmV4rWww0MVpLmOcA5LlcYHYD3PPpXZQqxp0VzIzqRbe5S1NDb6pe2ypMLVW+QoxJC8HIHXjFS3dqpUoAxiYB0dW6qRkE55HWo2TbFcOluwlVypH8THrn61mIskluVZgIt/AznkDkH/AAryqs1UbsrWNFeOjdzZEIeFwsq7vMGVQYZFJx0oSSOaJfs8cx2OYXbPzMMZ79R79ves6C2d4lgZpFbcjHdyxUHpn8Py4rYeKGJdqpLGrNjCD5WI6N/Ss5RhuaRbdiDzDMWlIdYY4eZGfG3JwW6/L7HtVTSrSC5ihufJaS1YyLBLbuHztYjcR1I4zmrwjtXhnjvkLKiElAdvmDcDtz05NU9JjuND0qNFWMSFNxYj1ZieOx6c10UElTts3axUt9TP+xu2g6/OkrlXCWyp6ktuPvwBnj3qXQ1XQ/3Lh5Y4PIc9FYL54xwT34HUEcZqwLOS48KRGKWLet4LvySeX5K7j7ANnFW7Ozlurmb7QiSqU2SkPgEHBAH5EflXsrFQjK1zndJuFupRs8T+OvsocCSKdwyYwVJcnBA9j+laupzxXXiyUXEgVRLIoYE/NtxgMfwo8NWlvc+I7a8t4ZQynFyZBlRJk42knJyuKxUTzb+6vWuMos5uVL4IBBJ+XAzj35rLHyhKmlexNCThPY0pZY01TfJ8oRfNEcf8JxwSOw4NXY4ftt1MTGcZSWPzsAOCccfrRDqltcyfaUEU0NzCwVY2y5A+Ug5HHpk/4U20KtP5USPMscPlmQPkLn720dBgfrXhOLinfe1jvtZ3Ld9JOZUNuI2kQsnzMFUJnJGfrWJPqshvZ5lmiSF0WPY4yG6gkEflj2rf0uWKfRPJ4SKMMzeYdwVSSdxBOcY5+lZGo6ZsuIbiXbJDI/mD357AdgeR9aqLUVyS1RnO+0R0FmVjgitYyrld2ABtZuwxj369RiooZJGg2RuTN8udwPyHPJ/DGOPWtKD/AEa7hZWSQBWPmZzsx3z/AE9aga48xot8LJcbFcK4x8p747jviok20p9S4r7LZTKtfTSWk0KsLZ1KRlfMI+UknpjGBx39aIJ1it50S1IEM5UJFj94CM5UdM85I6VYikXzElCMhbIK7sEknqe2e30NIZL/AM6WG4aBo/K80PGfm25ClSO+Dg59DWrj7T3Wul/8yk7aozW2aut9aRCWFEJhaTG1txAO4D2465+lYqG1FvrVlqsrSvPi6tSXwxmxtbkdMsBkdDnFblyrGG+hVmWWSCVImLEYcjAPtzjmsDwlp6pqCRTFGkCeaVUkvgMD1PRS2Cccmu3CyhGnKon7vbqZTvJq6N7TtMttOS6js2uEs5YNsUW7aQzKCzNkZGDkrg1NrVtEIFuolMJ8oQllOMjnP6cfjVsBhMV8rG7OMfwknt61i6l5t+0VpFNKTLOybFxwQByfw/nWFPEVcTW5k/dX5GrpqnCy3Ol+02s32Fbax3wmMFJV2gKV4zgnPHPNZ9/Dp80c0LJBsO5pIpIycgnBwe3pUeqRz6RHptwICkVqGUcDhT95WJPAPH4jNUbe8muEu72VWIkmcoyAbAi4AAHXI/XmlVoqzqwuv+HFGovhZleIrO4GlWh0hv8ARJ7kSK7PgRp0HPUKGyc9uK1LHSrV49KvWkkiuIlMhVJMb90m7nPBzjGPpVh1W709mmuUS0WP5v3eWUH29OhI78VMLaSzMaySAxkhoi5B2AAKMHsf8a0ni5qhaOjREKdPnuXdM07TIrQi/mdpy7MdjFQATwKKja5EbkSWLzk87g6j8Of84xRWFq0/edtSna+wbZLKBStu8QigBCJg4f8A2SPvfj3zVOCC+W+mvJIHZ+T5aMqO24e3FaNv5cN79oiMk6OgEqM+4gD1/vYzj8a0R8ulyqYUlXcFUqfmKntgc8dKyb1aiPlfU4ZI57pLu9eeJpJJjHnGGVUIX5gfxAHbqav3U1vBHLJbbZp/ufvDwpAzg46DjOapQXqRRbZkBli3Suir8sinLDDc7jjkY7DBq3qdxaR6RJNBAUkZGjik5UruGNhxzt56N7V11IuU1daaELZ2ZkPa/wBpaXpEgumBVDK0pQqcgjGBnJ6kZ43YHHFdDcCZ1ADjzAVZShxvGDuBPYEA8euKp3YltNTt45t0KRxMPnjPKgDacdGGRirqX1/PpkcheL5TmYwxBlVT0Y88ZHSivJzSfa4+Wy0KmmSRRafquoRbrZ3upQcrnKDACkckHPp0zmrEbT2GnqsVzb28yxMsMDYfCDIwQCSO/wAxP19Ko297La2kgkAuZft7YR8ZlUqrckcDnBOegBFdBPHps95Aohit70RbZJjAMMcgEZ7YBb3IIp1fdl72z1+5Ci7KyL2nvZnRFs9RmS5t5IAFaUFRIPr7npWFfaVb2d/DLpsaQSqiRoCD+9k3Fj1JJA4zWnpwWzidbKOOaCGZgsYyQ2Mgr+WfasZZ4ZRJey74jdTSFF24ZW6c9+cDmuSlzKUpRejZso6nRJdSiwa6nVTceYDIi/KVIbgjnpke/BrH+0z3erR2TeZHGitNIqj2OAfx6Vr6IsElrLBdhlmj+ZZXyFZuuN3Xpjp/WmJZWkus3khnYB4zGHX5QoXGR16HPB71u6ib5pMy01SRmWsEczy+fJ5Z2rId64ZwOOfUms+WKPTIzCyqY4vlt3jUlZFBz8w6gjOMZ5wK3tXtEXZLGxWN1CvnnPGBx196xnm+0+UI7kqu4u7FdicdDn0J71FCcppyvoatJLUtSs88JIlEu7cnyloivbOOQOPXHFVWsXkYyzKZjtKpGhLbG4VZMqfvAevrU73kcsfm7WckhoirYPTn6AVCDJbywTIR5aMBM5YEKcgZ7Ek5GPYVdBtTsupMo3Vyss0Gm2lxBeqsis/OYmBVegJyM98k+9Nf7RPAiRwTXWwvHCkzBVyrFVO0kHGB06/nVq+uLq6lJZo5ONrCToMZ68kcD+lYtjJE1rZrd3D+WkzIAFG5Q0jF2LD+LAA+hP1r0oxbhz9Uc6vzcp0sBntRDIVZW8lo9hO1gNwbd6A9eBxVmGFpPsVys/lySySEI4BVlAOVx1J4H86p39/HLYC4nZGCSjLBjtBbIxjrnB+7UdhM9ria6LLKvMBwCI1B4BH944H0GB615tS7ftNzdNJWE1GLYJBIhYxRRFhknb/tZ7Z4x35rPs4oJ4rxbx3kmkcP5ZTG4AngevXnHvU1/JmxlllYB5Mq6gnnBz+PXAqO3tw63yzq6gLHJFuIAicAknPc4PTpz3rqhZwtJ6mMk7+REsTy38ZWMRxy5jZ24zhQdoGf1qrYJcGYpHPtAjZikgP3QeW5HIzxitKzkK6szXFygBD4I5L5UDA7AnoGNXBfWMtxNG8bpcRwBZieTtwdgB/iOAcY/XFYTuk9Llcl9UYOs3Dzwogt2aZxt3hzkc8ED+H+VM0zSfOuNPM9w0MLO6FhLlmKgZ57k5/Q4FaWo239kaVdRReS9lPbl/PkfMhbAP8AnHA9KpaM9qLHTZXkgklaUxxKzYCDHL57n19Bx1NdeGS5LxV1cwlBc/vE1/pHk63cWsryItvJtETtv5x97J7kEc1at5oLS6kF1EJLeNUjSNTgFicgAHjjueD71PftHFbXl09zG4eYhpZCAThhgkDocDIHXFM0u1aS4m1KZ2DyArb223awUYP8Q6t/F3HSsKlk3JvT9TWmmtiex0tbOGAPd744s7GY42HJJYA5BzitOO0LeHdXbCXDWwLxzbNuQcHIPOetUdTf7PaxDlQ+95Oc4Cjpx7np7Vo+DJEv/CWqLHn95bSAKylSMDPI7dK6cHQlP36ncyxFVK8US60slx4ZsFeGVoDE++JQMN8ucg9cjHXtXHeGdQMHhyxeSORmkmcIRzvOcqGPv0/Cuz1S92eHLHzAu1YXBwenyjknsCPzrhPC1xAuiW8dyXclmESHooGcuPU8n+Xc1Vdqcar6aEU09LG+j7p0jypnnlyzdAp4/Mf0NbF1YvBfuA3mxxvtLFuTx1wD6/lWPYm1/trTod2JJX8zy2PIQYH4Dpn1NbWrSvJqF08SBoo5HU/LhMZwc45IA/lXNXw8Pq0JLdmkJy9o4s424mZ9Wh0acFZhemSVXH8G7cp9wQf0rpbPUpkmsPLYFklM0isMg9QoYDtisS8ntbnx63nxzfurIRh44yc55+b0+9WpJG8ILK6M2PkOOCMd/YVnVxDpxjFR8/vBU3Jt3KWo3r3Je4jkJzId4jJHz56A9xUNssUt08cuQrYZQq/cb3z24/Wo4i0wjZo2dwxGMYH1HtUgnEsr4QHC7HkcEA/T9K5pWbbRDeqNi78u6eS4gjMVu7B5YdwJwMZKn+EdfpS3DeRdRpcXmIwgiRSxPB6AD6fnisyYCRZUaRISiAxyeQX3Rnr36degJq5bXPkQi9ZS6rGVQSE7cjrj1Ix+FKpGThfc2jYuajJHFaR208TR28ihW3PwQGTIUdc8dPeqV1c+YJmtXlKRBkQvwTGzEgZPbPFXZbyHUHhWWBrjEZdgIiMKRu+XPfj9KWfT47pzJpyxRWrw7d28kHPzc8fjUU5uMEpo1ad9DPNpcWMcdyhVU8kRsrHJXkNkfkRVxriPT7gHcGk2FyCMhScfp7VW8m/u1d4j5lvGNqyK2WGeThe5qxbzqljFujdnQYkdxyTnIPuaq9tXrYe+gvhIJFe3V61yRJtfdF0A4JDGsy2v103ypLlX/cbgu5gowwycn154/Gta2McqX0okUFrV9zrjIxweexHcVHbLYSWJfBYrbiMqE3b+oJ9+APpzXRWqOa95bmSgr3TMxL+OyWW6idxE85ZoEPQHgEEjGMfrj1q/PrcqbrW0hPmyRMpYqSFXoxB7Y6Y9xWfqFx59m9rFF5VsVW2REUYyWyDuPU/0p+nWqLeTIFPli4MRYcgoGJ9eTkEn8KXs4qCm9zWnOT0sbQgtdO8k3CusiqFXcuQygAbSB09MdDWoEMt3ZMkJlZzkrI4AQDqB2z04qnHGZoLuRIiH2hpNzZDxgEAkHuB+ZpxiuYoImLxNJ8jAbANox9/cDxx1Nea7PW+oS3siW9s1mzJLviQZAwdueDyR0rKuGjNhbIk8Vx9mQZljHQjpk9a1L5jK7QLLvkZOOTg57DPBNc/bkQ26sgKmRWO13wDngdB97GfzqoKbhboO6uZGsWty+qJNBczIYYzMoRx80hOAWU8bcdTU1haXUjLqF8C95Ggj88ufLw4yQgHAAwRnqTnPati4S3j0RLt7uOCNSISJTyCT0z6+1ZmlWawTPpcQmf5pJApbCjOOB/PFehKo3R5UrMzjH3730LNwFJEzysybsK3dM9yPT3rjLWW5vX1O/j88aiwhMcadVXdgp14PH0wK761sj9nvDMM+WgIQDdnJHH5kZrl9OhMWqyfuI4ZJz++Zvl5BJB9uc1eCqxpwbtqZ121JI6LT7iZVjluGdWChmRiDgBduT9cZ+tZ2nNaXHiL7VtdPMi3xxknKqT6ep6/iKsQXavdyYVFMibPmPDD+vNQRQxNq1xIhL3Ue1VAOSoAyMfj/AErKE1KU1LS/Y23Sa6Gh4g1AWEFuJEneUtIAzY2rtIGMnOxTnH1qC0vWv9KE8UJjClowwGFbBxlR6Z9fStrxLEj6bbwwzvaySM+6NIxgjKkqQe2cE+tRSxPbWa+YsUgVeTCgVeeQVA7d61x0IU6UWld6EUZOUnc5u83RpBA+Q0syKdv8fP3vYcVr3lzbxXFrBcTRpPMv7pGGd/PIHrzTLuGzu5bZzKwmkmRYlz/HggfgOSfpWdqWlyXd3aXUd15UtkSNjICJGL8k/wB3joaiEYTilOXKrv7xtyV7amxFeghsWruueGCscjA9B+H4UUlrey2QlgikuHiD5TBHyggHBzRXqqlRSszldWRVtvL0w3A3NbNGnkmYRhw3Y7sfgAQOanGnXLvcXN03lOYnzFuIVe6dBxgf54rI2ve6UsSwMYwdkMchYmVmGd/Hbkt7Z9quvbzpaG2j8yNWg8var7ix9cHqAM8fSvHkknvZ3PUlqtBmmQxDTbCSaMGUoAX9M8jj+tVdf8658u1kKRTvJlyQGUBemT1Zsnj06VbiiKaPCGuXaZIFaMnBIIwQvHUY49eam8RW4tImM6Q+Z+6PmnrGd45H6+vbNXB2rJ26sw5brVlSae71TUoLeaJpUS0mgJZhlxnPzH1yO3ApjalJPYR3EMEcUVuYoZpVQKoPHy4HOzGMHp1qUWpub5Ll3bDpJHGwYFghGSSM5znnpVee4ubMG1gsrhraYQzRwiIDCfxBs9yR+tdNk0rERuvdZPpEtnc3bzSHeJHeRdyjDE4Xt0Hyng1pX96sCW0kUjyy/MERWAzuIHf07ZpmjabFbvJExuoHYQxrDtGxGCk/U/fINTPHBBdIZ3T5vlj8tP4ix5/ADPtXFWlH2zad7G0bWM66aSRWt3aeNIgvn+U5KxAHIDe7Y7ZIzUcMSW+ur5sLHfF5suZCyliRu25/vE5P0pZ7S+htZYLu7R72aaMBOgwW4yR8zAKrAkVYk2FLS0WdrpbdisxKsHUnkcHqDjp7Va+FpNBcSWOOFpIQ77I23RqjEbDySM9Dxxt/+tW7ZQxizjs5442VoDh3GGMijJx+dYd8CGSaWR/s4CyMnORxnHXgg89OwNaMd1Is6kyF5NgMQmGTt9eOvfOK5535VbVl8qtcnv5m2212pMqoSrKcKdwOT7Dp3rn7thLpxSF2iEcrARMm8kMxPJ74ya0L65e+Qx2sReOIjzH3gAODwPr+dRxyJPayyRROyrK6vMyjgtzx7g55qqEJU42f9eomrrQrKY2mEKwRrbRjAjEhBQcDJGOp6+9NuFRIkh34tzGzKoJB+8uTz1OD+FTZMEJSGBpZZHCs7dFOR8zY55/AVX1ddQiurfylRh5Q5jXG8E4IHv7exrqopTnZuxlOLjqSzOxtbiFYmVQ7klWwGAGNo9yAMn61z0TwzaFaNauRcrbSyuQwHlMHbBJ/3STxXQre/cVYxkSAvtbIJA2sR7EjP+FcklwjaFPFBJN5csoJO0bjGMg/gOefUgV6VGTs01Y55tXTRt2yvf3bSEottEPMjVSMyy4ALEegGce/NacUkIV3uwOI94Ean5fc+tU7BIrOOSIWyRBTvwHB+XaNoz7Dj67qo5WVHs4rhv37+ZLGDjCZ7+gOOnXJNcU481R9EjaNlG/UuNAscKvJG7HygyqzbtoLZzx/ERj8KuxuWv5N74aeFVMqgYX5SAG/2c9/WoJUkjsZpIxLh5gUOABuyAAPSqE8jW/lW1uP9ImcBZAPunozkenYZ7gdgazXNNpIly0dyCMzWt7PBGEeZiocyD5YkYH5Wxyx7gdsZrQtZ7261i7tYhFHiRJJrhcfN8mFwO/Q8+3vVW2tlRZvslydnki4LBdxcqSoyfxOSf8A61WRHc/bYZbaVYyYTHtC5DBTu3emeoA5z6VrUd1ZdV+P9fcTByehoa3HCPD94gJZhbnaWUMSc8dRxknqKw9IgWPTdNknPKTb0XonPUnsOgH41sawsRsLRJgZQYy8oaUn0wFOMD6VnXssw+wRWNzNFDc7zKyRj5Y8ZYkno2OMe+aMG3Glyxe5NVv2mpoTOJryGQQiSwjbCLEF/wBInXA3ADqqk9fX2FWxeG1Zo2gMjuySMxcMV+XBGf8Avnp6ms3BuS00QeGzSNV2kYZlXn/P/wBekeVGuN6ptDyY6BRwowMDtn8azcVJlzqWLd/5n2WwcRZWPaGw2ckg/rnsevFaPg2SB5r5Lmd4USFy77tu1cHqf6VmLmW2hYklg/XPv6f5FVtEstSvrq7bT7oxsj+bGk6ho5HVuhB/g6jHr9K9PAzXLyLocVS79409V0qd9Ftr1S4hePzBbTAb5dq8Ow/hz1Cn8cHgYfhuyWfwt5yRx70YtKWOTsOCR/s8Dp7muz8WslloVjiAeXJHK8m44BOe5PuTXAeFrKVNCmuFaZmlgRdnYkZGAPxzWVdWhNLyNKb5mrnU6KEi1nw+LsJFLJIBE7HO4ZyVB69+hrR1CXN5dSZbaZmYgE5YZPb6VFovl3fiS2jkjZ4YNrSDBIDgcFR6j1rntXv5bG2n3AmadtiAryyknJHvkjH1rKtCUqdOFyotc8mVoo7y/udSvLJgszSRxJIechTknk+wrpNRULpVnHJIMRxOW243M/BzgdjWBcW0ul+GraGIkXbvnaBj5jnPv0NdRqemRT6fpUflHznt2kALbSzD+99P61U4e0gl0Wg4uz8zOeNvNtlWCGN7m3Ui4RiU3MOMDt0we2aWG2RoJYbi0ZnKokiDK4YHDHH1x0qxq6WAs7WGR4DL9lUiFJlGJQTlSc9D1qmLxhdx3jMySJEcNkvg4xsA4yD9a8+tDklKK2COqVy1rMFvHEZvspS4gVDAAxbjOGAHpzVEXzSlL02wNvbMqoGU7D2OMdPcj2zWqb62ubG4CGCKdlKgF+mQOnXg+1ZiulhDc2iTxXbSxo6xTS/KuR93jvgHn1GKypQnKk7o1klzKxp/2lfu0F7Z28ptEf8AfM2GD9sbu2M0251WSG2jtI7WS2t4mYiSMjEqYxtXHGSSc+gFV9V1lh4dvU0mRUKRiMiUALt/iOP93+dS6PBfQ6NGkqRzeXK4j8s7c8gE4/76x706dJxppy2vZajb3sx+k3psJ3BBeNv3h46Bf09qbNfR3EV9cSRKpkBZTziJs8H88VpS+VdafDbyoLeOSU28i5ClBtLcfXFZFsougkMcp3NKY0Cngtxzx1XjPPqazgr3k9DRtKzLTMlpprwSz+bujyzxrjJK4+Ye561DYW0L6Y8SxxDJDN2HJJ4/DtWounCzuNrGMMqn7rEnk55BrEk8iNoQyyyCa5+yCQKMRtyVZh1wT0+hpU5OpJxXQuytfuQ3klsoQ3EUv2e1zLJFESWAByNvrzjA5GKj8OLvETxP/wAtWZyqkeZu5Jx+J+mOan1y5vba6juYJiBGUjSdCVI3OAVGOdvBzxzmr1vE1qjKkxeeBVjSYnaxZs7mGehGT0rpc4qgvMhfEx4lvDbM1pAirKzgsE4UhuCD3B44/Kkt7xbmGcsysAImlCdFjz83/j3ap9Q8rTrWOO2l3xryGX5ii8c49Tz+tNs/3FwpjtfItSgKgbVLDHQfz5965adleVhyfMrRY28N08bvBKygEeWQwK5zgbc03UI1mmyhVZCQgUHk1LLK0FwYo0RQ2cMEG78T/npTI4nN4rhVc8g5XIP+FRVsvcLgrQ1C6sIj4djjbaZxcRvtK/dcZ5Hrj1pmr6o+mq4jjAFuAWBAAc5AySRjkH9Ksatc3FyscCRrDb8HABwSAe9V7G5nkAWa1iuZAoCSPGSTn7uQeDwOPoa66dSOl9bI5+Vp3NSOILd6gbaUOEt9z27dY2ABC+46kHvxXO3S31/baipx5yMTAHGzPYg+gO4H26UXepSPZ3jRXCmaaTyPN8slg2/BBI7Ag8EfzzUEepXsesXmkahaRJcS7szpkrI4OSOfu5A6c12qSVN1IR1V9DOSbkk+pbW/njjhhjtI12WkbOEiH3t/zAnuMcY/GorbSrgeOvOSR4YPO8zG0bH+Xp9OvFWLy7ey0bfHbsnloNqKCcHOAOvfj86tWpe7ljubmCYy+Vl4wnCkAYzz0Oc5ojjk/eglZ2/4IPDy3bNXXIoi3+nWiyW5ZmGyQjLZXgqenFYt3FOuvI9mqrDLbmQl+FRegz647Vo3WozX0UL/AGKEAu6o8oJC+pwD3xjH54qpePdwypqEL+dbFRAwdQBjptOMVjXq88327CjF2RX1CRJ9MsLyWQzy299Cj3HlhS2QV59ckirN+7G6trJhBGkuDMMjJIx8rdOfYVDqMVxqHh24thbJBGf3sDRj+JefXnnFc5Jef8JNr+n7YpPs0aR/aEiGSgBG45PTnA9etVShGrFeW5butAu9TL3k7PfXllF5jCGGG3HCA4BORnJIJ+mKK6zxFZXE2rNJbWNjKrKCzSOQd3/fQ9qK61iYL7VjPl8jnD/q7T8P5LW7L/x9H/ef+ZoorxIbr1PS6MzdD/4/tL/6+of/AEXSeJP+PN/+u7f+jFoor0IfHH1Zyx+IwNK/1t3/ANecv8zXUN9/Tf8AdH8xRRRU6Dn8SLGq/wDHxqn/AF1H/oIqrL9xP+usf/oqiivOqfxZfP8AI1Rbl/5Dul/9cz/KpLT/AJCOp/8AX/H/AOgiiijD/wANeguo++/1c3/A/wD0JaqaZ/yFm/691/rRRWlH40aS2M5P+PGX/r7j/pTNJ/5Fu8/7CM/9aKK6vtT+RP2TQn+9P/1w/wDZhSv/AMe2kf8AXeT/ANBoorCl/EkFT4DFuf8AkJXf/XS9/wDQa5nSv+QXpf8A15p/6U0UV7ctn8jzpbo6KT/jxvv99f8A0I0i/wCst/8ArjD/AOjJKKK5ZbyOlbIvX/8AyD9N/wCv5/8A0Fq52b/kc4fq/wD7NRRWeE6EVOp0Vl/qG/69I/8A0alW9Q+/af8AX0v8hRRWeK/5d+si6PxMr33+ouv+uX9WrG8S/wDIN0//AK5S/wDooUUVeH2j8ya3xm23R/8Argv/AKFWZP8Ach/67f0oorCG79TKruaOh/6m3/3R/wChV1Ph3/Wwf9erfzNFFehl+7If8Mr+Ov8AkRbL/crivDH/ACCl/wCu6/8AoYoorTEfBP5E0Oh1Oi/8fd9/1zb/ANBNct8Qv+P/AEX/AK90/wDQjRRWP26fzL6yOk1H/kZLD/r5X/0E1B8Qf9To/wDuH/0M0UVK+B+pq/4i9CS2/wCYb9G/rUt5/wAgE/8AXWH+Roormr7ohbIqan/yBP8AgQ/9BNMvfuxf9cV/9looqKf8N+qL+0jK1n/kGzf7if8AoQr0Pw792P8A67S/+hmiitF/Dh/iJW7KXjH/AJB1x/12H/oJrGs/+Pdfpb/zNFFctXdl9joLv/kKXH/XOL+ZrLsf+QRdfRv5GiiubC/xJHU/gRQ1P/j+0P8A3rer8f8Ax9n/AK6T/wDodFFW/wCHH5krqJZf6+8+kf8A6Ca0tc/1UX/XT+tFFbr+E/kc8fjMu4/5CUf1X/0I1o6R/qZf94f1oorjxH8Q6o/CSN1j/wB4fyNZF7/rZf8Ar3i/rRRW1DYxl8RX0j/j4v8A/r+l/wDRhqDUv+Rqg/7Caf8AoDUUV6sPgn6foiX/ABID4/8AkVR/1+/+1a6XTv8AWTf9cz/KiivFh/7czpqfCc9pH/IMsf8ArjL/AOhitTU/+RSv/qP/AEMUUV1v/ef+3Tmjsh2l/wDIE0P/AHHrj/Af/Ib8S/8AXyv/AKE1FFdOF+Cp6BPdHQXX/H5N/vD+Qooorzp/Eyj/2Q==", "path": "/data/wangnn/datasets/waterbrids/waterbird/091.Mockingbird/Mockingbird_0096_79878.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 5267, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/091.Mockingbird/Mockingbird_0096_79878.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/091.Mockingbird/Mockingbird_0096_79878.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/095.Baltimore_Oriole/Baltimore_Oriole_0038_87083.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 5512, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/095.Baltimore_Oriole/Baltimore_Oriole_0038_87083.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/095.Baltimore_Oriole/Baltimore_Oriole_0038_87083.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/044.Frigatebird/Frigatebird_0040_42860.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 2516, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/044.Frigatebird/Frigatebird_0040_42860.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/044.Frigatebird/Frigatebird_0040_42860.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/147.Least_Tern/Least_Tern_0033_153796.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 8605, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/147.Least_Tern/Least_Tern_0033_153796.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/147.Least_Tern/Least_Tern_0033_153796.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/177.Prothonotary_Warbler/Prothonotary_Warbler_0020_174122.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10379, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/177.Prothonotary_Warbler/Prothonotary_Warbler_0020_174122.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/177.Prothonotary_Warbler/Prothonotary_Warbler_0020_174122.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/013.Bobolink/Bobolink_0064_10092.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 702, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/013.Bobolink/Bobolink_0064_10092.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/013.Bobolink/Bobolink_0064_10092.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/095.Baltimore_Oriole/Baltimore_Oriole_0039_88027.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 5562, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/095.Baltimore_Oriole/Baltimore_Oriole_0039_88027.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/095.Baltimore_Oriole/Baltimore_Oriole_0039_88027.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/120.Fox_Sparrow/Fox_Sparrow_0075_114920.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 7003, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/120.Fox_Sparrow/Fox_Sparrow_0075_114920.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/120.Fox_Sparrow/Fox_Sparrow_0075_114920.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/073.Blue_Jay/Blue_Jay_0052_63148.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 4199, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/073.Blue_Jay/Blue_Jay_0052_63148.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/073.Blue_Jay/Blue_Jay_0052_63148.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/173.Orange_crowned_Warbler/Orange_Crowned_Warbler_0032_167589.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10158, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/173.Orange_crowned_Warbler/Orange_Crowned_Warbler_0032_167589.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/173.Orange_crowned_Warbler/Orange_Crowned_Warbler_0032_167589.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/168.Kentucky_Warbler/Kentucky_Warbler_0013_165228.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 9846, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/168.Kentucky_Warbler/Kentucky_Warbler_0013_165228.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/168.Kentucky_Warbler/Kentucky_Warbler_0013_165228.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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1jOmcZ5UDn+lKMtRuF0iLw886a4t1Em50nLjPu3T684rQ1+aV/EGorMAk3ku8igcBjgEfhx+OaLS33a/cxRkQRrcRzjcOoJAz+ecVN4q2J4mnUAbjbzE46HLdf0qV/EXoyZJFDQ7r/iQ6rBj5XVX6dMHH+fpXXeE9bi03SLGdSDOytGAWUgMT1Pp/9auV0UNLpGrRKM+aqHHQjDcnn8aXQ7F2dIZmUwKpkcOCPkXk8D6Y/Giv/DsJLSyNvxhfzNqmnR2aZSKPc390Z6k56Yz+tc7rr/anigXcrsSMMMbUGCSfqcCtPxMLh7/T0V1WaQCVggwoJJPI74/pWDdEX0c14hPltII1U9WhHf8AFuazpwSin2QU0r3NuylNqiR2+yULOAHjHCsQM4J9BU0msbc6WLT7RL5iiRA3JUHJBP8Ad5/DPrUMFuz6fb+TELeN5RtlP33bGDt9Bz1qOWzWw1G5EboxWY2+Y2O2QqRuJ7nJ6/SnOVlcqbVx9rFPK7ieRYp4zuhgGVByP4RjqfU1f1Owt0vIlS4CwbA+QSTvKqCCvrkfnTL65gvJnuJDM/y7VRV2nO3rnoAOMfWqiXj+avm42CFUVgPmBBzz684/CuVO93IiE0k1IqXZE3AeZUU8gtllOeee3JyBQ8MYt7hFltssqowBPPfgn2+tKySxzSeZCrLI6vGzYXBB5OOhqW4s/MDrdTIqmPZAqgls8ngdue/vQuiJvfRF+KaC0shNNbxXcYIDPvLPGOxx0x17GtbUZv7V8Mw6gJkA+3LIkQwmIwhU9B3OM/WuM82WeK2hVIUKKMkgqz47tiuwtYQ3gyzlCKwSaUbBkjBaP+WDj61cY23ZpCNhPEovb630m4iVhbsNqKFAAP4fSuW1+CCC/jvjIQ8cy4jQ4LL1OK9NuzG/w6in2hFWSRU+gIx+ma8w1uBI3tpJ2VfJXgY6+hrWk3sxT0LTS/2hq8UCfvEkf+8E8wDnGSMZx6jniq+q3dsNTjayjnW2jjaJPOkAZjweT0I4H+TVy1vIxEi3FquGhwiYGQOeR7nrnPeqF9FBLp1rAFaErOrOSeQG4xj2qYyvNq2n9aihF7snvE+0zK8qeXJcKBJJv37jgYB/T86wwYYraQAMkkU7DBGQ3Pr7961YvLmENtPciHySYzI/3V+b1A6nHvWlpEeiW8i/aNNvdRljVy6h0KA9iASCR3zRDVtMbdzN0tfIvArPDMT8/wC67Hp1/wA9KoX8yvrd6zTYDKp3Bs5BI7jrXTX+uJH50NjaRiKTDRiLC8e+BnHbrWLc37z639ou1ht4k2pHDDCAT+HXOfX0reOlzX7NhvkReVblApkhBVpOvJ6/QD+db+l2ENvc6c5lWZpHIVCuRn0yKxb7bbqPKt5oVdyqIx+fA5LN7k1Y0/UfKESyNI8kLecjBhgY68e+Kz2kQpqPQ9Gvme6vp0eMB1bHA2ggqGG0f09q5jxdqIvtSv7cOWjt0TOecuVAP5DAH0qjB4ruLvxTcyxBZLaWcfIx4xgd+3eqr61aWM2rPeRI8lzIwBaHeQx7emB9K3UrpobnexY0u6jtvCOoQToyecp8mQggOWI3D6fLXL2zR6ZfEXGfLI3RZHv159K6O6lDfD7TY3JMskxZDjkKBj9Sa5a8jeezaJi8kkLgKxU8Z9/f0qZPaJjGWp0ySHUJrg/6xEP7x/M+fc3Q47g1Xnt4gLKFZUCiSRipyMjGBjHesbRpkcmK4eSOSL5fkXJ9u46H+dbcmlqLmzktr4MwbasTxsGJ6529/QkViqdp3ubUoO9xtvLNPczyXEXkrDCq+YjDOF/iAP8AnNJBe3MrJJMwtfMXIl2kqxHXpwTxV/xHZrd6HY3cYTzizArGPmwAMk/jzWNaX8pSziJCiGXKq+GTaTg8evX86qcVoTUk1LQgi1WfUoHjuCvnRyh45AMLwSGyfpzipUiLSRzpIyCNjIxB3MG+vbPHFTW0UUmqX9o9vAGaZo4/k2oWPIyAeM+tTvD58hjt4oV81tvlId4IB5xnryDj0okkndCeutxV+03Vt5Jc2wMn72S4l6HAI5HQZz9KZd2815FkutzKrkzOrBiR/e7E56g/nmrk0xs7s2kzyW8ch2Suo+7keh6g45HeqM0q2NyIrWTeJ9p+fA+XJBJ9qzabd0TZt6Gl4caBNXgtLjYxeErIT/DkgZ/AZqhqImn1K9mu1dInDC2ZkHzc8An2FdHpOkpqEWp3QhZzDDgAOrfdH65JH5VDqUYuWtVtjJEYRhY2IwrAfxA8jPocjj8K0lJxgUk462OR0+/liaNd2UDbjGOjHJA9q6RDY6pNdS3VrLHaxqGGz5sEcFiPrjOOlYVnaxyfaWnhj8tJAcoPnGecADpkjjtWppsolWe2i8xFfLRxpywzkMh7nI/UVE/huOprZos3EaR2ghlaGV0iYxZbcGQjru9VwMA880wyyaylvaGcsiNkgZG1ce3bp+dVbiWO4juLe1AVYwMI3BUnjIPrn1p1nerb3wV1lhngXcyIgA6c5z1yD+NZJStdmUXJK7N/XNAiQPdx3Elw7KAuF+cuAcjPfgDn/GuW+Yyo88ZVwSCwXnHo3Y+3erst7KbC5JnZEjfBBO1grjg+noD/APWqgbm+jhjImWRN+XjDbynofx9v0q43crgm29TJvLO9+0t9lRWi7EBTz+PNFa91C5kDI+Ny7myo6n+VFdVqhdzNtNZmiuC7E4Y5IFdfZ6pFdQfu2G89s8ivO/lAySd3YVZgmdGVldkYdCKUZcpDR0mu3T2sG8MSQ2Wwfvf7Nc1c3kiW/wBpuebhpA24+gBwKL28ubma2WQ7kR95I71HrqkBh12kfzoUU3dl04aXZnyXLXaTTzsS+Pl+vYV6HfmTUPBkEqoiI0a4fGCCOcE98ivOrUwC0uYpwd/lho+f4sj+ldzbO158NMKciBZFIx1xggg+39KKsfhsbWsrIp6BGo0WOVj88cpkHIG0/wBenT3r20EXNmrDpIoP5gGvHPCkMk3hu58pTPIS0YjbkBSpwcfn9DivVdCnY6BpxcFXMC7g3UEACqpVeaUo9hS7F+AFF244B4rH8QkvK0YDMIoWkOB29a6O2XcM4HrXGeI724g1W9MPG4C364zkVpNmfKZDhbYQ3NoWWN0AcE9GwNw+melcVrs2+/mDnOMKfyrr9NeCVfIldzN9xFY4VBk7s/oPxrirlPP1Jp3fEZlPGNxYZ7D+tYOVnqFtTM0pAmrwgYJZgRz6/wD1qbdf6hSw5DA/mMH+VattfGXVLW3W1S3R5UwxGW5PUVV1S3EayBTkdckej/8A1603Ke47SDG1/GrBtsjYIQgH9eKsC4hs7mcl8NIvyjBCBgSMCs3TR5VxEemW9eoroNH0tNT157KVhtwIwWOFLhckn86zl3KpOzMVooGu7iaJmFvFG0wkUdc8D8yTke1LC8ojW4LKyGRcfMcL6gn68flV67tZbS38r7xWQPOO+1iQq49AMn8RVe1t3to5oyC8cxYncuFBHX69QarSxtfqbETs+tR7jFD50Kcq5IADcEmpPFPlf8Ja0cEgZRZsMg+vNZNrIYW0+cg8IVYk5z0PT8Kt687S+NLsuSWFqTyMdUB6fQ1K+Nehz1NGa+jgPpGrThCHWEANnoMgVL4ZnM9olo0TGa5lCsdwQlQOV9gTisrw/dTtY6wzECNbcE46Z3DFbXhaU485khleMgqrkBmPpk9uaWJd6ehC1KXi64Juw+GEjRiKME5ZfXA/z1rmxeLcRvDGNkUSgAZ+6QRj69/1rV1XVVv9fu74FjCiuIMnP3Rgt+dc1pULO+5t213GSOn+eaKcf3a7lQdo2PV9MkhPhM28Fqr6jC5uIzsyFKoWJPPp27kj0rElju7GGBlijglaJhI0twjhDnccEc98Y55qW+uGsdL83T5m/wBNb7HlxksrDkhT04Gc/QCjU4JTpIt7aC3+0EiX7WzglcfwgdAenyj61lKaskF2ULm9a2upLByEtZgu9ghyUyCGA3euKreaksyRBcuRk7emSe35VDb7ILry55fNUAo6Rocj054zzjmrIgjWfcyOpeBtmx8YbP6++KzlFNWKlG8RszMY1BjRmjfOW5b6LSFGupikySOyn74fO1SeSfyFal1a/JbzQ7WklAaTy+Bu69+nHPHpVe4lS/kuGmuJDeOyOpWHIHGNpx2wPTrTjBx3MY2sRrZLC/mJL9oRQyliuDwOFPvgflzW+uqRJ4K8tmIWSZGyOW7VgxGOS2N5FgzOjQyJKpHzA7QeP4senpSTR/6LYwNN5gYsu0JjOOnHHQ0VY9y0jsL3xDpw+HcFtLdR/aELARBgW5IHT6Zrzme++06xHcxxyyrGD5cZXdknPJB69elb15qc1vob6YyKqTHcmAOM4Gcj8fxxUulRSzeZLb3a2rQxsSSuDjOD+OKKKdtWTK76nNW2buMR/ZyDGOJZCeBnpnpWhPFFIVdDvcRMjMemcDHWqMupNbXSLCkchY7Nkg3LgnHNN1G8HntZ25KbTz8xzn0B9PrW0ULnkluSyXNm7u32WYyOgUEHKrjv7/StXS7+3srKSNrZGkkZR50g3eV6sqj+WetZlit7LGoaN3hZsfaEjLEemVHX8K29Ba0OoXEVzJG8H3YbhBuywGenXBwc96LWWhcea4r7diRrbSLHORh5U/1bkj5gMknPbBAHoaxbyJIdddNjtKgaRoiNuMYAy3bIz+NXr/UJUVrZpfMSEExx4JWIZz3+n4YFYts93Jqct1LKJXaBSpzgBPTnHbt9KpLQ23WpZtYvtjTOYdiRljvGTtycf/W9qvNGIIpp0dGIj4QHOOPp/wDqpumM4t553uQyb2McHQvkgkj/AOv6VJOPPjljtoQi+XtAY9c8salK8jJxSRiaFK8RSINtkM2So4PX1/HtS6gTc3Tkrv2uzsNvI7ZpdMt1AtkADPFcbAw5z83BxVvVdHaz1KRWnJjMLu2w4Y9OK1Svdit7yLN8ALbTrcGQskJ3DOEUdMn061nyzLbRStFLOisG2y7c7ivXGeOPWrxM0d75xTNtEio2fQjB69Tj+dVr2zUtcCCTzIgpJG0jbnPY++Kym7SQl7pk6gVivRewkkMQHVhjrz+RrYlgubydNQgXdEYQAQQSMcYAznimKsKaKIEk8w3KKHcL2x0z2II5rMsJpLSSSCZcTRMSp9PX/GnzXTsaJ9TvjJZal4HEsZYS2cqqrYKsAThgRwcYx+FYX2eH7V5yCORtylZQhUn+n/6q24NOefwJcXysmXYM7g4PXBB9exrl7FjJcIEmbys/MrcHPf8ACoq3aTREk73JRbRDxbqB8yfMDq0ABHGRnJB6/StqaTyEXUICguTlbgj5YtxJyqjp6dOlV9Uh+weL7kIVVntoJVD/AHZD0PP0q9EbCe2vppPKjt1BC7lJIkxjGOxbJxUVJNTfYW5VvHmW4SKeKHy1IGFH3cDKgZOV4PrVBheQXYQ2bPMj+ZlkBIT8OSOa145LKJ0gjaZgdoHnZZd3Tp09uai1bVo7t45i7xTwFleKEbl2B8Yz26cHp+VXTaa1LppWuzqrBbGXQN9gwj1LHIf5enzZBGMqe4PA6YrD8QapaXGpr9umnt5Ygql7ZQ4B6Hvx68cVkT6i1vIqQzESwnz12L8qB8HgEenXPFZZaFYSY4pAykb3bPIDDj0x/hWk5OKNqtaytE0Y4NM/td1eK5vIHj8xn2eVISp7HPIwc+vOa0J9f0CxmMQ8LwydPned1c/Rh09vpUGqXI/sDSFWNjcM8iEhtufkB3fgWx16Cs6wsxJeW5ujHcvE4kZF6HHIDH64/lUttNX2MJK73NnW7HRUh+0PHcRSzPloHkL5bq2GHXGccjqDVJUjgiYaRfSM8seDFcjJxjAw3p+Hao9RvU1O6EavmKH5RJnnPc/iST+NU/tKFZ7Nw21XMyyJHlt6g456jj8KiWsr3JnDXcdIjzwmG9xBDLJ++KyFjt4OMexx7etasdrp9rF9rtZWMP8AqQ8Yzk4PY84I/D+VQ5AjQ3VpbyuYVlyCQzoRnJXp+I71PJdpcREwx+SJMBxGB9c4Pf6YpSmk7D+HQxr9GnufMEqoCo4Y4NFRanJGl4R5TuNowxQ5NFdKqqxJiyQMknQ8UqI7N90g128nh1nAbbyT1xTf7Bw5G3hR6VLhIRwkxcFtvJ2npU2qSGUSKRktGrjHrxmt9tNX7VIuACE4Pvj/APXWRdL9lvI4lA3SRE57gDsKtI1pmfo+jTaot35cgVIoi8hIzgdR+oA4rZ8L3skmnmyIPkYcvzxyVH8mNJ4ILy3WpCJv3jWzsC3QY5JPtiofDey01Bo2fJJKyN2GeMD3zinzK+vQ10TOj8L21rBZSLdysrRyNE6A42lepx3OOceld74PY3umANcJL5bHlDkKDyFPuK8k1USf2hLFawMD5jNhRklSc8478nk16N8Ny1vLcWsgxuQSEfTg/oRSpwUZN9yJO7uejW67EUg4AJFec+IrpTG3DM3mtKMA8A+x+grvpr1IoJxgjCnp1xivPtdmN1diJGQK43+a6kYCjgD14qasnzIiLRzsYJvJgrLmPI47n/JrkJ5pvtO4YKFirNntXVxN5OnXs4ykiohiPqS3SuUuC372NIvMAZt21ucHvUpJy1K6j9Nlk+2xFjFhZAQZeNnPc+g71b1GJroStHgnDbkXqMj/ABArN0VWk1mzU7m82eNXCnjlgMmti7XytRmjyyskn3049R/XpQ009BNK+hjWcP7oOzqrDlQ3VvoK7vwHYpJf3uoMWVYssCw43dCfoF5P0ripV+ZDIu2Tp5qfdf3PvXbeFbdri3kgl+VbhVJOT/qwQBGO3zN1PpxQ3ccFqYmp7ZZdWUK2FKldw5OTnn6io4EN5FbMFyB94AdmXYf1ArS8SQrF4gvoGhKeZAz4YcgjCgH3HP51laagTTSI1fcrAoy887gQP50dkVHsQhPL0uFiPlSVQce3BHP1p2pyg+Mb18nb5JBz2/djritHUdLltra4hcqkokaRI+rEHkZ9D7VUl0+ea6vLuWJTNOu1VY4KfLyfr0H55ojKHNe5E3dieHP9Rq0DsTGYPmwcDAIOantJJodIMcaH7ZeN5UKgZwW7/gKZaW00dhewGILJMvzkMDhR0X8Tg/8A6qk0K2vZdetj5UqCFQkQzjJI5Ofw/QUSnFq6FEra1CmnI8EY2LFCsQ75Pc5785NU9KMkccKllDTkBR0GD3I960vE8EzSwpMCVlUOT3Kgc/mTgVkTRSx6tGrqBtjQ7R0UHGB+WKveN2KOzPRZ/s+seKtJ02xjaN40kkcRKoJfYNuT6fjnnisXWII9IuzAbiRAg3ONx3R84ABGO/pVq4gbRvEFrdPLHkWabvObCx7t3p7Dj3pyadY6jpk1482bzzNuw5JznIxnp9PasZcsYKLRSZgSXkU0Fvaw2x8x8tkkksMYB/CrVrdwsttLEXE0S/N5i9WCjJ/HH50+2ln069uHjCwzW0SxKRgHB6gKQQTz+Qpbu6NzoFnZwxu5M5lMvAYYB6YPTn2NT7qRfMmrM0LTVGaN12p5okaSMxgk52kbjnrgfzrNvijXINpMsZQABCArEY+csc9c569RVcxzWieddpIFkcKGzloyDypGfUfpVs3a3Lbll+Xf+6O3rk4Y+7dKbvY50rEENzNcLcIwb9zslMaqFEYwBgDvnj9aHuWhuraRX3ss0ihtuN3yjOc9q2ri3tLGO3mjliVrsOrnDMrKEIAI6g5OPasLUrbbaMySIJGuREqhydu5Bnk0Sj9pmj2M25nMtv55VihmUKTxtXPb61qQuqaVNNHId0ZCnDDaVOePfkCqGpRLBbW4WNTibGCOwOMU68YC0vlj+6gGUH8ORk9PenZaWIaujGgje/1JEG4M7dVGSPU1ObaOK+CMS6JMyEjgkE+/erWifurGeZFJkYiMuD0U9QPrUVwssV1vXKvuDAsMYJ9c+9DvewOLSR6B4akU6CyRKCRcBGVhgBOQcnIzk8fifauav72SDxPnRUKzyqHCw8iRjztK/wAR65+graF/Hp17Pbzi3lljiQjdEGAkOCRjoex+hrJj2Xniqa78uS3uVhDxxqg+XHTGR1zjtznihOzdzVt2ItTCz21vIsXk3UoKPKJRIrksNx9VwCeD06VnyiafU77bEBbRxLgKPvhcAY/AfgBXRah9puNLt57iKP7VNI4DMNpwvUfmW/Kubnlks9UaA/Kq5cuM/vHPfPt0HaqjJ8o1dLU0NB+zyI32pE8oud7jllX39uOPfFa/iazeDTYdQhkVPtLBWTr36H04yB64zWHZWhv7eeeN5BtdgVDYLZx07dcHHXrWrqmpS3sVvbaaruiSpubYcrwS38zzVRstBKzYmh6fAmqxx3MEyhJQUQEDbn5txPt1qS8todU8XxR2gEUYjZHJJLEZxnJ79PzqroAW48R2rRqfLmlbcSckAA961r6wurfU9Sh021aULGsksyHLJERyB3Hf5vrinFNpkp2kUfEV7HbGbToRBBFHEjnZy0j59Rn0PT61iwXQgmktMOwxtPGOTyDmrt8U1DVgkR/1cIVQOASFyR/+us6Da+3y9rsQSTj3I2+5HY1nV0YpXkrlXTjlYVLHG4I4Hb5uvP8AnirGtwtBqz3EO3zIXwcjtjgkVDp6PuVmjYwec671AJUjnmt6y01b2/L3BKRzENtl/wCWgIIyD3HP+cUfC2WlZG3pEr3Pw0vI4BxGZFYdtpAOD/ntXIaVCZr5kz5apHukYjIA7n8s1teFtWGlrdaNdEG1u0ZlkwfvbTgfjxVrwz5Vnpss9xBHMrhleOVdwIx7dOdoHY5Ipu1rCjq9Srr00f8Awk2nYbKnTwvJIPDHj8qs3skMWnpJFKokmIV4eCcDvu9c9c4+tMvLu5bxLYtb2UPmPZMjRTpuydxOBnn04HOPWq2nwjUYXtnMokYMUj3DHmZ5GCQRwKitFNppCt2FltrmK7ljl3iZ5AQZT8sakAqOO3uOODWfeRxwTyTBJNjSMUyc7x/EuR1yQeR1xSw3d5pF4QpjLIxhYyJvAXnOAeOO1TXdpqH9nlrO284IqShY03BW3Eg46gYwD/8AWpxSvYaj0Kk5eOdFS6f93GpTehyCfmIwfTgD8al1GeUqFFssbSxkOka7VPv6A89uK1YbqS/kt59Q02eQxJk4tgQw6bSeGHsRmrFjBYuzbrS5jeNHYfaGPAAyef8AD/GrlFt3HPlb0Zzt/EY7PS3iOJYgiksd4JOecH61a02WezsL6W4tQC22NMKc4HJ4H17elVbmZ20yCYBHO5G5yDkOAB0xin6vrF400VqkrIsYJkKDCgk9CewGaKd/tDg2tzOSW2a6e3gt5UaY72UMSY8fdGe4xWlPJEl1HNpnmLLFyZt+A/v69zms2K4ItUsIDvnmkY+ZHwWxxtyecVY2z2yIsMYAbkYyx4HPHsRSqLW6JqO+xpSXbTJGVVDJF8hbsPcEdR7fSlM0iWjw2kyCMsWO5dwJz69j7VSMiT2kebi4ecyeWIlXChevb61PJ5elWvlSDzpZ9u4g8oOzfzA/MdBnP2d9SdHr1LHnXTgPGZdhHH8j+oNFdDpmhS3dhHJAxEfIBVSM85yeevNFaKmgcDsXFr9nCBQSg5PqcVnhYfscjKBnoaem37IHcc+UTzWak4NsyjHByfyrsZhcwbi1Czzu3I3EDafTH+NcH4ncR6jHuBJRCAQcdc13d7K+JP3ZVxdMCxHUED/61cR4igN1qESjjccE9gKxi0zeMg8OTrpz/aAoYyxMqo54PfJ/z1xU1lbmR7hYlG6OF5mHcDpn65OaTR4Vn1OKAlRGWEUIHOR1P8qu+HoJYvFRiAz9qhuNqnnjaQM+2QazteTNVG8tTtfC89vfadBM8SSSCMhj39ufzrpYLaDTr+2vIBiMHDY7qRgmvKvDV9NYaTK8YV5YQXCZ4YZ5H5A12nhfU/7akuW81/LEYBEnY8nNbXM5J7noGtWqrp0kykZ2gBh3ycV51qTMZ2jPI3Bck+v/AOo11l/qkk2ixIGD8qGYdCQcH+Wa5iB49R1rbdRPHb7mVTGCzNhchsfiKwk7kRRhajCPLhij486aMdewOcfpXG6ldpbalKsYK7XbIQADr1z1zXZ+IZjGYPJ3DMhCcfhXHajBZi9nhchJ0YqN5IVgD69jRGS5jSMrFjSdRtJ9YsjMrKvnJ+8X5WK55HHTml1gSLf3ryDAJLDJ5O1hVG0s4xd2cbxPG73Cr8zcDJHOe4rRuzZxanNvYPdNuCsvIXqM498Zqn8RT11K0c5tTsvMMzN8iHltvYt+mO9d74Tk09ry4S/nWKNIAijYSwK5yfrnoBzmvOVNm16JJ5mLn5uhyxxwT/Oup0S3idp1upJXknX5HRsMHJ4+hz61jWdtgUuht6zo813eRand3SQZgZXDcu+c8gDgcYPJ65JqPSdSt9MKxaRp8HMe1riRt8jH1HOB+n0qnqljd2t5FFeS72iPEgbI5XlSfxqHRdMl06BpJMZlAddvTaSen5Vz16klC6JqTcE1EuXV3NKGle3iDFsKcDJc+vHP/wBes6DVIXMe/TLJZDG7hmTeePX0yc59sUlxffa5WitQG2x5gK5O5yev4Y/Ssu3SWW7Zfs0sRhgkALKRuGBzzWmGpxjC89yaV1H3t2bv9sAnyXitAHGABGPmHOMfl0q3YrGmjXUZVDMSZFEUIVOOhznOfauUS1udX1MJa2szrEN4why3YH6E4rqLK3vLe2K3ckEO9Srq0q5x9ATSrQ5FzR18gcuWV+hmahcr/acWny20UiymNM85GcEn6Cku4LGXxI1oQVullVBs4RscD+VWbiGwk8RQteahbq8silYIrZ2C4PHzHHHA9qqXENr/AGy9+s8zP5hKIQFVmyemDxWyhGykhqKvoztL/VLT7O8ixQyX1vdP5TyKcyIuFX5cYyvzfTFRxalFaabALaGC7WKEtcbjtk3j7xJHJGB39axBYbLa3v7l5Le3EhimeHJcAjPyqeMZ4/HJqcRs9iLhFQRhmidnfCvI2BuOeucj6Ed6qacrDM25tlv4xqFv5pEzrJcGZNqjJ3ZyDyMADpUMn2Z2yPOBZm3gHO75WwV6YXpwafMkdus6CNndYioZZRtj5547jHHcj8qu2up6bPZrHe6artGFMrmUpj5sAgAdfr6ms3dalRVyh9otgssMdoYWmMSrlicPj7yk/wAP+fq23sxdWoFtGMod01xhl+YcBSvQZPcc+tWdYutKGoMllv2LtCvuPBwc8k8jtUSxOsEbLKJww3ogU4VgenHDN70OTcUyFF7GhqDXtvaRaXft8qgMhCAZPfa3Uj/Cse782S83xru3FWiAHDPgAkfgMVo6jo1wzQJFBMkUSZk804jiYj+8Aec+pznisoyNGTuJdEI/eYwQ2OvHp60pXj6DnFpk2oRA+HYZecw3IU5HPbP65ptvbBdP1VrjJLqrBP1BJ9eelM1a7L6K8ESKkPmB+CSTx1zV2dVXTJB5YWV03sVbKFccH65/lVQ6MjRXZk6D80RZAu0MS65xuz6H+la97aw3Fv57ykiU7QCOnb+eD+JrG8NlXjnhaXy2GHDcnBBwP1rekM89lCrNIIkUxFsYJJOdoPqfTrVNNsu+lxLSIpePBaW7TTojxiaPnaUzyo9TgHnj86pKLpddQ3KquOJJJD8oP485H+eldhotncW1v5EMaWjT2kxMhjDyOMYwrDkA9u9crqd9dvqtgt1Ek5jtz5RuFDEAnA+bv1HNXa7L6e8jrrSGG6huFkLSmNBLGdyN5ZOcnnG7J53cEZ6d685ltbmHXLpVDn5QokI+QnI5yeMdT711+vWFpbTR2aSom6FftE5fCI2BwCOpxngc1kJ4gis2OnwRRt5SFkleMZJ/2lPB6nr096bdlYuTVtTT0i90y2vL43tuQsmxo5rcbfmxzxnA74B96pQanIxs7JFT7PIW3CD7zbSCN2fQDkdDUgjuLyXUGa28tZIEkaGA7A4HG/YPT2rFurlrK8tGaTb9nQyLEgySV6Zx6e/Woi9TC1pXNXTLe8sZ0ngKkJubYHwq8lRwO/HeliuJ7/Xp7yeR4YzbmMyRndtODxgYyO1RadqJlaOKWNJTNGcO5w24gtnjA64OK2tC0q+Ol3epAQslv5m5TgM3ynOOxrSKvsJrXUwbjSLiDz32EsQjr5fQBkz+eM/rVfRoZ5bhHuo8qIzHmIbcADgtj3xzV5J7u70+zEymKxl8qFpsZG6PgHHryevanak8dlqyTW0rSbSyTGJ8KwJZeB26A4PsazqL3mil8NhNEfTrG2kaaHzroSkrHvGzknBI/wAnircPiTU9S0x5gkSW9vvHkwQjLsTxx164Hviud09oEn1AyeY0qgsAoAH3R17/AJVZ0bXru2tI7S3EMCM+QEjzubthjnH14qeVXcmNP+Yg1HS9T+xJqEttcQhG+bIIQjsw9OwxV60uRHa2770dJRjy2fbtIxknHoDitjQLn7Y+qQ38jXST23yjzC43k8ZH8J9q5XS45Gv2sXdUlWTCuy52/wD6/wDGqkly3QpNW0Nu6kX7Wk+0PZyZZxI5ZsBjtAPqOOeKhuLaK40+URpukSTzBPI2JSp7MBwwPrkY+lY+rTzfbrB5JJCxkdSCuBwccfrWnF/pdsLdgqskRK5PP1/LNYyclZmS5rXN3RrOz1Nlt9MZxMyEuZ3A3cZ2hcDLdM4x16msDUBMt7PZRztFdxfMDF8rgDOQTW5oti9nB58cSskw2xSA5KuueMZz1AP4Csu8tbqDXoYvsqrPIV37s/MT1+o/xrWK05mdCa5bseNQ1ZooLeK4aHC4w86hpCP9o8HqK0zBewqPtd1NLGq7pYZG2yrxywGSGX3Un6Vkqv2eaOyvpSsLSjaxQbUbAXcR1xgDJ9s1HJJNbMQ44jk2OjjgN0JHqP6VLlLoZtX1sM1KAQadLCysSkwfg5UZYHdjuKZqFxG86hrYIqk7xG46k9ee2DUOu3L+U9yJH3SIInU8jA6H9Kd9lgvY/KAljkZhv8txhh1BGelUpaal+g+LSr6U7LOx898fdjT5kGeRwM+hokQ2Uxe4sLmG7Q7suzIc57DFWmtby1uTdDVRbMw4YSEsp+uOvSt618Y3cdksF3qq6ijfdE8Stg+zcketTzRb1M1dPVHNWn2i7vmuba2DyON7RRKSBgAbjnoagMcZnMkpkFyGZpFlGd319Pp06fSuobxL9tuGieKZYjkHylVCp+px+eKiOm6I0BuZ7q9hUsUd5oi/zHkZYE+tPmjeyZolBvRlK01+6t4BHHZRuM5LMWOfy6cY4oq3Dp9pGhFn4kgSEkkBnKn8iKKtN2L9n5nRyXQa0aMHB2qv9TWdaTAW83fK1Zmg8m0kJ+8c4NZLloLdlPUKSfwFdMjisV72TbY3gR/MAnRy2cHkDHHp9K5DUXd2nx1Zgqn0BAyavpL+6mhdfndVIJ9Qazr91ZrjGTtXj+Vc8b6pGhBoV4tv4p0xkbEcM4TIGcg8H8+a0Gkki8d6ekLK2JREv0LHP5g/rXOwXKQyRSLCFZJldWQ9wa3L6IFbHU9+1PtTbWxk5BU8+natHZM2XutF3SWWK8lgIGPNdSOxwx4/EE13GhaMvhLR5dQ1GYrn5vlP8HQA/XIP4158sZh1K68t1IEzMpU9PmNdne6prHiXTrHR7CFJPtOElJBIDJhiD/dHAOfeoUtbMSjJp6HdaA1jdaff2moBZIAqzgZJzjIJXHPpWAzlNZkkkikG+EbVY4IByFU46YG3gccU59Yg0O5SIOHlZTFNnIChuoHqR1qHUnMes2eHY8eYWHUgAkHjjPTisJSUhOLOc8VApLHtbd5NwoDDoSK4vXUT+1LjzzIJQxD7MYJyc9a73WPs0lrBvmO+5uEyT2xIAfyGM/WuH8TIq65ehW3KJmAPryauC1uTtYXRp44xCsallabGJCCBxnpWleW9rJrU0m3M5bdtZflIyPugH3rD0rpGeq+eMjH+zXQ6hG9vJN5imR22BHz1ULn8G9/atHFLUuzbKFtbuZDsjt5o40yYoIxvYjjvz1q1pslxKZpZQUk3BSh42kDpg+lZ898QYGO3503JKUBPXvjn+VbelyXN8MXEcbsyE4d8kgdwazqLqVTS59ToLi0e2W43RGQfZo5kjmY/MrHqfbaC2PcVh/amZI992ZbXOxlTOdg/hPoDUuqape2oFxLkSQxKZQDuyudm0/8AAapfZ44YDc3LBIXJaG3Awzk84yOgGOv4Vnye6my1ON7SLkGrxaeqW+kaWIggZpZ5zuBJ5yMdR6KKI9UvNRUPJKT5i7x8gQYyR0H9c02CyeK2YSDyxtzyfk54Az/D/wDr61XW3sxNa3Z1CWBIuDB5BK46DHTOen4Vn7tTmsZciqt2JLy3m2TXKSyFSmx0Ln5eRyPy/Wm3ETWViiE7XyqltuQMkZJ/CtyCW2uLsx2XnMFwSZU2lgemB+lUb2Kaa6+zReX5YcEOx4BDZLH2AwfwqaE5K8JrbqZ04T1T6GRp1lLNcobjZ9mtsqr4+c5PCD3ODjNZstwJtYWVyfmC7UToAegFb893FMIHtsvawK+M8GQleZW9yefYcVzNmC2r24Vtrfu/mzt7DnNdkF7o+p6pZG0n8IWwlDR2098y3G7cdnYHI5zk9B/drPvtMvYJhpxuRFb2zx3G8E4dAD86r6/z4zSajYXz+EPMtsCBpfNmgkIJjcAgnrn1Prk96RXuZjqNravO8OnwbIsJuIkZfn+Y9E6/j2qpaWNYrQoNaQ6nN9ohjmlPnhjPuVXC8bsr3PYEYBqrqCRHTDdTQqImYpt3bZF+cnJB7Dpz3rQ0e/mEdxHCLdUeEhXkTa4YkYHoxznA4pfELyDTEd5Y9QVJdizFSGY4XK5/2SOfrXPzzcrNDg3exjWlhNLYGUKwid8QkLhmG3GCPUkjH1p8fmWeowI7TF0KqqKBlTjHI65BA4/GtWz1pV06Wxu5pXV3d2X5jsfacA44IHXd6/Ssuz1R41hjgK+YcyOyKC54wCpxkE9Pqa1ZMkk9DoNfmuLmNLgfaLizMCTT2sjnEaMxycdVPQg+oBrM1HT2guLH98nkXMojUgAsEwOSo5Bx7VM108BeWG52ytCYClwVJUlThWfvnj2yO1Y2pK4a1f7SF8y4JErHG0evHoeB36ZpaS3KduoXmlFBe2pdGWLJdA3QA4B9uoOKmgjSTTmEILCO3zK7JtAOMYHrkdfXFWLu8NzBL5pZ5GtQTKy4dyQMBscZFZdskjKIJLjy54oAyJnOVPQY9CamzW2xlLS9iDSI/sjSIXBlddzg9FGcgH61rvdXhitomcSxo+9Y9+OpORwBzgflisixtxBfXClGjaWIqyZzyf1rZ0L7YddiGzOwO5aRd6hFXvznOBgd803qVSiXp9WvI5oL6WQTFXSQIpI4UsuDjB7kUsVrBq0j3VzKsNjEQoV4zuZM5VFHXue56elUYbtJ55JHmt7FSCxKZUtjqMYJyfY1d0260y7uo5tRAKLhYRu3FgB1Y8ZP0/OrUlY0XK3qyTVoTeP9mklghhgUNFs5hXn+I9yQPrn2rmtQW0sdStxYlrpWjDPOI8I3soOckDPJrodQku/EAMFpYCG2gciPb8sK+vJ5zj3NczeaM8UyGbVLNCg+ZPNJJA7jCke3NUmE30satldLH41tUsZpPL2oQ0+DsOMMpA6g5x+NUNetILq6Se0dUMtudsLjgNxlQT356H14qewtJ470ak0f+jxQhwY5A3zcgA45HOPTpWVcXBlvb22VRjyUAzghXwADj9P/ANVEdyXtZmjopY3MSuj5gRtyMNoJCkdD3xj8q1rbW5tN0m/sZIXxcI+188ICp9u/9azNBe4bW4ba4jDMilQ7NuKhk4578Hoas6rHcWtjcHz0MM0ZPl5w3HAJU9B9KcE+jMnqyDww11qH2XTLa6ZY55GJXAAJGMknscCnaiE04TW1yPMEkqlZSQRuGRhiD6Eg1D4bYwLEUmmikS2lLeWcNkjIHI9vf2qOe3+1oqwRCSUdQ+W6fhxWdSWupZTA+zx60wO9Y4Yxlupzx/SkhJs9NihlKgfLKpj5ySBzu+gP51bvdOnFjqSQRs3mGFUJG3IAJPWoo41treCC4ij65IDbugxn+dEnpoJp2Oj8BQi8v7yBMxyLaEhweQcn1+v6VzWrxNaaj9r4BWUpMuc7WB5Gfrn866/4dXkEPiOZpZDse2cEhGYA9ewrOuBa6rqer2vniKN3lkB25MgznAGODiiF2rMiL1aZg6hFDHdabukfZuY5IyxzggY9ea1Ibi1tbNYsPLM2CGLEBee3eqniGJLieyFqvm7XwVTnI3AAfyrYuzFpen21hLaRTXci/Mdo3REf7Q6+3tye1RUpqUdWUtYnX2FvYan4YW2guSlw480xuuQ3Izz2P17965S9u7j/AISWQKJXRIvJJAYnJAGB74zz2rT0Ge+NuLaIxxQEmUeYMsBjLbc9Mgfp71zh1OazeV/swEkm4xyxv8rg8E/kc47YrJO8bIUpqSUUW7m7hW73wzlLhvkYOv3QONuPQZNZVwZmvGiaNzJklucAj1z+FWotXu7HU0l8lR5bCNnI3b1OQPfORWg9o8bM0wVV35LY9Bk/56ZzVSSjG5TirJGRdyBrFw1sJJYk3FT6YyRjuQKbbx3FzBHcwP8AvYiNysNq4+nsR+tR6hHPMks0Jyoik8zaMn5hn+WPyrTtwNOvbZ1VGWSJGkU8/eXlePcZH1FWoqxfOWRaS3Nzb39i3lXR+7GVBVuOnPGf/rHvWabrVNNkuLf7Ly+BgIN0bZzkADj0/GtK1EM8iwpusozMPLffnYR90E9iORnvitXxbd3sFsttqlipvEjVoL63+Uyr23Dofw6Uk1doiSv71zBWwubxgJLnnBdpZGwWbAzn2yOKktbyex06eTz5GVt0E0UJwd3qVPB7fnUOl3EiKHS5WAn5G8z50bP6itHUtNcW8c6wxeW4y5gYPGx9Rj6dDWakonK7rYyYdcRI9jRpuU4OYt3P1orMu5XluGJiBZflJQgDP0AorTmKs+56Hfzny4wem41l3jrKJ+P+WZH6Vs38IEQBHTmuduhNFbSzrjDISCe1ds5FK9znpBEkUfLGbeQc/wB3jH65rCbc+p3kXIzGQN3bB/8ArVuPH5MuJlYsFDKw6DpzWLIssuqi5I+S5MwBHtnI/l+dZ09zXcxcmMSY7Efjg112qFpvDV8AEKR3iSjj5juTnHtXIuozMM4IH9a7KKc3HhW9gWElWjikD+mFANOp0K6FOwnS78Sm4VFRZVLMi8AdPWut8Nayukay4kJFvNK0cuD6nbkVwuixM165UHItWbj6AVqyxtBb2sZYlt4ZieSe+fzIrOr7rT6lqq4uyOu1m1gtrma6sWaeOfCB2JOGXgn9Ku2m57G13y7pmQmN2HymEcnA7Ngfyqzo4XU7azW7ijjsixgnnLktuALLgdRn16fXNZDQ3FnPZ31vHIJINqrGvzptcsrew4HT61xzalJpdDeUoy95FPV4mW0uotky+biVAygbWHU/iMH8K4vWNzXJdslzjIPr3r1m40O+1W3neGHfGCGSRwE3Acge/BIrzHxABJq05HRpGxjt14root8iOWpFRehU0obAjEcCdc8/7NdBrcizzW6xkqWhEhB5xkAAflWPpEKzbI2bYrXUYJ6YyK3ZtPjGsxxebiJtkYlLfe+mfbBrSTHGSRg6jGZmg8tCSxcbVGcc+1dHoMBtDb3MztGWX5UKZ6AAkewx+JqXU9NN0ge2OLbd8sQlCNIBxgnsPpVq0gwEWfZvQYmMfTA6Kvbtj8a5a9e9PmRPvRTlYp380X2wg+ZLHsDuhA+YA5X8z2qmVluL4CVwYWwzRkHauB09K1LyGa3U3Uewxzf6yMrkdeMHr04/Cohb4m3BTHJKoG3OQuT09qwdZ8mhlLm+J9Rbmd47eO280gzFmOF35A6DHbJ6GoLeaOCVnaS4ww8oxk58tfUc9uO3SsaeWafxIwUgGMGNOfUEZ/nVuCaa2vjaYDJDBGVznJyO/PNdFGjy07dzWheKXmXri6uBb7JkK3Ix5bt8u/nG4HoR7VYjt7j+zklMwdJcxsq8ncD0b8MEVWt7+O7s3iulZreIhZYiSxUZ++pHTHTHpU8F2bDzbeLDWG8vFclOQFyRwevU/WtJJnRFa3WxVOlyWlkIULyRuWjBK857/wA6oWljcWN2Lj7H58/ylHY/JHgAZx1Y8fQehroH1O1upVSWSOTcAPLQ7TGf6Gq81qVlhWJWljlkVQVIBHPIJ9/WiMpbCqwcZe4XLq8uVvRp9tdytbuwfcoPGF6YIHc9cd60tOvba7uZ7+8WO3hjtPLjjWUAjPBLAEHLVYttBmvp4RbLDaB4S7eb+8lUZPylupBwePSq09m8NvcypeGVpJTM0UCKzFucsVz0A4A6delOonKNri5G07lCGCPXorhbaTZcxr+7liYgOq8BXBxk8cHHGearW5YaQbBkkluS3mqiMWEOO3GcZweO35VNZzWLszWsaX8qEKlmzZ4/jYheuPbHArpL6/02OEWuhWawyMHJMLFWk2AF13dzwcDvx+KsoqzJ0ic3pdnFLM0d2ywrIJJESUEEMR04GcDJ56fnWcR9hvdltcEYCxi4YZ98oOoGOfXnNdJBcpqPjGCSyy2y0kkmRySFwCTySM5Azxn05rAvLsXOqCJkRhEDG24YDDBIJPqOR7/hWm0biewyC3Mt5chn3NNEZ33jgFSeQSeeM/pVGSFoIrFbiG4V5JB5ZK4DHB+ZB6GnJeC0ubZ5GO6RPLZVU/MG4x/KtK5vDc29pcyMpkjjCKuM7So256AdsjrWc5KK5mKVkrsp39s0krQ220yKv7z5gu5ueMdM46etZlhLFa+IbfzTJFc7QhwhG3jHOTzzirVzFcxWEmoAFVZxGHz/ABfex79KS31mGWSOG9i6bdsw42k9t3UfyPoKdJtx1IpyvqyO3nbUPERjZ3BGQx98VZi1SeymAsZYzPEclgMl/YA8Hkk+9Ur/AEqW1mlu0cvFI2NwGCv+8O316GmadZBr22SbcqyyKuB1IJok+b4SVN/CiVbR72WScLIzElnB9SepNX2ZbLVLONnLD7UqeWAFAA6HJ6VoyX0um3c1nazbrdWYCTGzz1OMgtjI5xkdCBVDXF0+W5XzmkU5RgkMeSGzyQ3QjnGMULTRjUOXXqP1nUnlEqbpS0Zc+VG/7tc9gBxn9OM1zVxLNJc2hEJcGMDHQM+TkVuX0iK32m3gjlSTgPNyCf8AdGAOgqxa3DPaWRSKFHDZZRbIVA5JIJ6Ht1qoO6NG27XK0bZ1Bo5CqgwJiOMc7sYzz+Pesco0mo6lIgXYGUMC4Hy+mexrXnvZ1kTzza+aZAqKsK/dzgc+tQXESOjSWoSCSc7lkA+8393nofSjn5dGRKST1NjRgf7ZgcQq45+bHzEgYHAz1HameI7pZLi8Z45Ej2Kojdvu5bOOPeneGZlbxAsU0gtd2Xe4OQUKoc9OmfSqfi0J5cwguhcwu67X2lWGOxBwcitaa00E9yzBqJtbGC2jiRneVVRAuxSuCeWHzEk5x6Y98VE891KvlRvPEwyNmSdpA5BBwenI/GsmYkXKrJhSm0qrAgsOnB6Y578V0KJBLpjy+cEuYCf3bt8z8fKQ3t0z3rGe5pEw9aiePTpFaRm+dRuPU7R1/E1FZzM0ahYwu/BRm6oM8r9On51o3saXVu0gkKiEq4Y/xMCM/jnPp0qvaIxu0uckLHNkKMDGTgkYPTP8jVtWSBX2Oo+HNrLF4qdeYt9u68EcnHQeoqtbwXFnrUiSQjeoMyzoxBAyRkEdcnAqfwimfELQs2yWMFo0Awd2zcSPWqdiZ7nV76W6kcIgfYm7oC3QY9cGlHRXJaSvoY/iMpDLZv5m/EZSVAv3cnPXoRz09qu2b2SXf2m8MslqFyGizubjp9QeM1T8RQqt7Mk/ypIwWPJ+VWIG3Htkc/U1U09pprKNVDMYJSpXaW9wpx680T1VwS00RsJqlxa3MEzs+xZMHzF3KMg5HHJ/+vUscVgsUtpN58Cq+Qq4lUk/MGQ8HHfHPpUDafqeoywgwBFE6u3mEIvByQPr0rTewgsLb7KLjzZF6YOVGDkZ+npUJLlCEWlewxLdbraIXtnmj2kHdhXYHPzKfunjH1pWjupZLl7kSLMxERjYkhMnJxn1pqvFcRNKYSDyGOcBTnkAe5JOevpSW9/bySt5srEYDAMOOPl69+KyndnQ1G1zNvZVWCQRhtzIwJ24xx/LpTCpeyimiA3eVH0IB+XB6/54rUaaKESCJUCFG3cH5go6fSrvh9IdcMStN5MgQHy1GNy44x9OmPf2quZ2MLNvcybKORl3NOZTIoVk2nGCeGY+o9qs3N5f31vFYTo728ZJjLZOz6N71M7PZ3VzBc75FiLI5XII2nrjvxziqGp6pbwuotYWkTaOnPXoOO9RJSeyFKj7rfNcY+jXAYLDIYmyMnqpz6ita9tZbe+JspowksSIdh28gc55rCbUZYSskiFSVxtyMDPb61ZgmkjjW6Z5lLnPzZPGcgj24/Ss7TjutCIqEU01ckh03U3Qu8duWYknPX9KK0G8SXiuwNzsOc4DgdaKX1j+6T7Sj1udprkawgJjJUFT7cZrnLu1zpwZ1yipg845PSuj1VPPuGAOf3qqcH/ZJNY2plhYSJztDoDjucmvVmrhc5i6t1tntXwCBFhs985rl9PQ3VhEY1ULBqDJndz+8T/7CuwuXikZhKDtELKPrjiuN0GQC21CJjkCWCUEY4Kvg/oxpLRmr1RkyWcgvJECkbztXI+hrstFkjl0a5tY7dy81ttBViF+X5sn/CsW4RBeRyyMq+TIVBDdfXPviuh8GzRQwXNhI6rFIjAysc+Xz8pAHU84/Gsq93C4Ne6ZPhJEN3cbsBxZMqZ6KS4yT/wEHHvikubuBjKGU/u1YZyOuMD9cVueCbBZp9VtpFA3WjFuPmA8wbQPx5NYdjpp/tC6hk5fZKpGM87TjFVKN0pvYV0nc7Xw9cRN4fnVj5X2hoplnBPykN0498CrNnG0ViLSzjSYi9Z91u25g4f+Pd2wOo4GenU1zGg3TTeEHidD5CO6qVY8SEBlJ59jXQeHL+O60m6tRJGsrRF4ZpFG8tgE9e3BHuRXBNRTdjT2kTrtMvE0u6uNH1GT925Z4mlOAc9VJ7DmvLvGvhy9sNVnuYrWWSxMmY51XKEH3HFdBqN0728093IsipGQJMEEYAHOOCeM1zo1bUbOMwWmoXKW23M6rL8vT+76k10UW3D0BcrWphaakiBZW4h8zCj++w9PQDua6XUYAPEDwxEt9miRAy9CxUdPz/lWfaTJrt6jzrtllYKpB2jHQcdOp5PetyVbey1GNmQ7DdxoVBwcZAxntwDRXk1Cy3ZjPRpB4o0qSO3hiN0sFvAobE2QYScbgPUsecdBVSz8k2VqbYusIaQAMcliCOT78mtD4iR3DxpPcRKhk5THQrkgZ9+lY2kSA6NbZPPmMfwJ/wDrVg4/ukmdWHjGVS3Y1JLqS6S9tAgLW9qZ+O+M/wAqoHfa6dudy0uwLuY8lj3/AK1Zt0dG1q88hjHHbRq0ytjZ1OPcHvWfrc6JZRMpyE+Zh/tEYAonTulFIyxHNKp5GCXCa42M/eXv2xWjEyjVLmTkr5MYBP1rIky2srnhiE/liuw0LTXHi+a3lhaWSJGUKBgM4DYJJ6DpyeK7VoiOpzyXdxpeoTTAbnVdxU8Ajt/KtkzG60rTJJ1XEt0zSyO3VSOFB78n86gvrezs7y5ARbieNCvztuiDfX+Pr06fWqWty3CWljvk3sU8wfODt4HAA4UdeBRZN3GptK1xkhls72OJgWV1DxsRg88mty01BDGVwpU/eB5rP19Jp72wlkKZlwPk7bVA6fhVOPc11EBkEsBx7nFZVNHYtV2nZnoFh4kmt5Ig5V0fbD5khx5Sdz78evSsPVLo2mqSxQH7RHO6mARnb6kfN1yCR7dak1iwaxjF7BA0VpM20AnIU47HuP602PVbW40g6fd7iwJ+zTK2GQkcLn+7nBwPWmny6M6JpPUrvqds15JFEhklUbbiW1wrzKAMjdyWwT14z+Aq5aW08slpdWD+fJmVRGi/dKrzgep749qqw61qKRw6daNCsYkaOOVpecAfMWPQgHoDx1ya2NB8QT6VLAiyJ5LyEOyqPmHGMbe/DdP6VFR2Whz3TepR0/RNWs9Riu5LG4gKoMSONuMn+IMeOCe3PSq1zb/ZFMiSpI7b0/djoCCRz6np3x0rdXU4ZPDiJM5869usySBDubHIyT3wOPpXN3STwXExKjyyx2M4PK7SMexB/WsaU6ktJ6EKTb1GpFFqptrYQiPb0KDnGQCM9eB6k9afqqxWK4OSinbGo6t7CtDwrFBPMyzf6sWzTE4xuY4Vef7ucn3NYupwz/YLUXCsIRO3kMyfM4OCee/IraUOa1zWSjyWe5W1G5mk0qKLdMsO5pdrjADdDj8MfrWROdx0/wAs7iPvjB+U+nPX1z07V0muw+TpYSSQs8JAEZiK+WGyeeOpOOO1c3aoTcLIYxsaLCueh5Ax+ePzraEbMhKzsdBp180d9LZypm2UZyf4AR0weo9qlNnG17Gu7cJ1KFlHCgnjr2HHX1NVmj2yOU4BwzE9ScfhVtSZLKIKCHUHcF7D/Cub2nLJ8pzxqWm0M1a4uLKzNiJXEEtwNsUgGYm3ck+5Ax+HFU7qKRo0KlVjkfIWTk4J3Dnr24/KtHU7+O6urSe5Q5cMGYncQ6gDOfQ8VE10sVsLeFYmJB3SMMk89s/l+NbOWzNJTtYsWUUdnJIt1I0KIpaQeSSqrjjK+/QH1qndCVriBbScMFYMLYHAIB/gPRiPTr9a157GOz0wG5u3kd4sjywT83A2MT0wOc9OfWsDY8Nta2pmLQRO0i8dM+h6+n1xQkr+Zc5KItwfM1MyFIyWGMFT8mHPQ9jkVHo4FxYy20uCckgHt/8AqNXbKO6uLiONlWRXQqJHYBsZ9e4+tTSaDqGnXEVysayQbvnKOpwpGO3BrOpUhKLi3qYzd0TeFp1g1+znm2ieJmjLOOGOCB+RI5rR8ZWF1fa1HaRQhriUJuA44Gck/n/KqNumzVbVpELQCRmcZ4OQAR+Nd7pckKeKBaySBkFqUjmk4OwHK5J7gZHvWlCslBtbG1GHtHqedt4dJllt55tzlgM54VscAevQcdKLaF7a5jhuc/aLeRcvnh4+AoI9Qf5812Gv6E8SzXdiVkVR5n7tg3Qjjj61Q8X2Fm+j2t4kyR3xUhkPXkenUGkmpOx3ToQjHQ4rWhcx3ccDRSI3mEXChcnIIyfrmorVpftz79zOkg4VcdPUZ6Y4Nacd4kE9rKZAGc+UkrHn3+b+Hjv7Vf8Ata2ojEMEVtHcEbBDHy67uC5POGHIqnK5yJKO43wzHqNhrqakbaXaFfEkzbcZQgYH5VPYWK6baSz3EyzEPuLx9M/1OTWZ5txdakUkuiiNuKq7buOcZ/X68VLqGpxnRYbaBcW8bCMc4LADkt65z+FTrYFy6tlaa8sVcTGwa5y29d67sE8557VINfuvtsVoEit45QCGjGTz2/n+NWvDd3bLq01xMoeOSzuN4dOFYJhSPyH61karbGLT9K1NThmycDghc/Kfx5/HNXy3W4ubsdrpslrJb6st7t/d2wMCy/fzy2SR3x/SuVnvg0cV/arHuWY5jJ+XGAf8azLu/uLG48glXMymNhJzlC2cZ/kfepLi0kOnRQoAY5JGUcjIJU9ffpTtZKIXcn5Grm3e2lEQaB1RWYK/q3IBPXGR+FUkjgWG4SKQNJCwChxjcVJz+Y9KSW1EH2NbfMryl1lQd8gAjnuRkfhUUdjJYXTvL88URG44JDHrwP5mocd7Ez3LskstzJiJdytHjk+o/wA/lTbCSa3s7OWNlTYQS7Lj6AH8f50QTjypY0QYhfzUbHLDggfQcVRt7xl0+cyyRsiBCkTg85OD05GOtZxV3qRrzG1rUshvtxUXDXOJI13YOGUe/XnNRJYSoEuPKCsvAyxAA9Pr1+lUJbyL7qKwjijDHcxI9sZ5z7U+HUGaxaznleAMm7lujZ/hBqkn0G290JHoskl6hjeR4JZPlkDD5TnOW9x0rW1CaWT/AESZVCwttiO35yGUHn8/p+dZNlqUdtLtdmkhOECqMlmx69jVq7vIBraShxJ5zK0gk3AqcY/ljFKXNKLjYlOTumdToGj6Jd6JbSaluhuFBU+XjDgE4Y57/wCFFYNzJHp0zQvcRgN86Y/unkUVUYaIjkO2nncTykgYVlYn8CKyL64H9nt6GRc5+hrfvbMi6dAOHIB/Kuc1WAR2hTPIkX+tdEmyU9jJE0DQTxtEPOMhIZm4A21xdjLhLokDcNoyF5Izk/05rqriEi3ZhyGTOffFcxodtI0t7KGUpbOgcMedrHbkDvipi9bm9tyDWCBqsadFacOR2OdtbvhKRoNQms5WdW81ocpjcckED2GRWB4iQrfxnPOAM+/rW/a211H4kvrK3dZJmkSSNsdcr6e+cU6y9x3BP3TorC/t9H8YamRzbSwHBXkDLZNYMFxv8WXrwPlFJ2kHqCOtULIfZpdTVy3mRAghv4cmovCRD6hK5OXI4/MU6mlG3kT3Lvh2RRp2o2zZO+UKQQSCOc8fQH866OxYtaH7DAmFRFZU65JxnJ7muX8Ov5V9f7cFxKdnqDzyK7PSvEEccs0WnwFpMbVZvvqGcHI/2uSM1w1kr6DtFooagZX0h4SpImYBhtK98tn6ciuZ1OeCG8kWJpgqybsoR84HTJ9McY6c1189zHfX+n6RdyzGBTcPKUPPBJBPscg1w2txS29+7AnBJUMPQcVdHR2KbtYn0KVm1GEoo4kyB/dHXFa+rX0yataIpB2SrOQRnc2azfDKLELi8YfKi7Ix6ueal1B/KltlljieVIIXaQNxlsN/X9Kq3NUu9kZX5pHVeOpL6XRYDfl2YlmjLHopPTHbpnFc1pDmXTIu4SYoR7Guk8Z3D3Okr5rwyzFdxliQgEY6c/0rjNHnENrmRwgMuDk9OCR/KsaavRZ04Z8tS53FvcG4tZdMb5PO8i1bawCGPcWZn7lsE/hxXM6kzTabPKzAs0zE/QOQK2bK0trzWbci5eKWSGRnlgkC7AoVRu9ulc60vm3E8E+5yymDzYlyv3sgkDpz/OtYLoXNKUnYxrggaoh5+4nQ/X/CvRrBxcanc217dzKZGwqhsbnPIye/A+6eDjscVwMtosl/E0ciuRGAxB6Hmu10kNKLuQ2v2iDz4hKjc9ieD1BHXPbvxW/2TCV0zAuFtma9At2VhlVw+R69/wAaklsDqWpaZbYC71RckjjccVXlJOozQJGdzu2fm6irts5i8YaejIu2MwnDe3OKq2pkmW/F1j/ZviqLSw7OLbIUsP4VUce+KzLFf+JrCQyoA/DsAQvHXmtrxVfRax4wa8iYEC2JOFIG7IBwKztPRm1q0gjUmRy7ABd3AU/pXPW1rco0/eR0upuYLHQbC6kWG1khYh2K4zgfL0IGQc+uTXNaro8unXbwiJsOA8ROeVPTn+taWs6jLfXOlvLbRwrp9unybwMk4ySFySOB16Vu3lk11bWuqN55MgIeQqSsYY8AKORg4IGOc1c1zaHXL31ocnYx21zY7EgjWQBlm8xiq7c8cjlQeQcBjyOKjtri/jlBit0iYzCZpQQhTBIATuF249+9F/YXcEgm+zvHKSVkUDgkHG4fj+RrPE8/nxxvZXTPu2s7A7Bz24//AF1gud+6kc0JNuzOksvs11avFd3CAxIigA5IcHk8DsM8d80mr3VpNdn7EkskSjy1knbl+Sc4HHpWVb2rJbBxHIJGJDLsK4OSMEflV0W8gRkxKkowxwp3BNpYnpjkYA9M1Pv3siqkr6RHWt1PBaz2ttGUlnQQsq4JwSABnrnrxVTxHaJpENpayEmdGWSdhkjkZGAePy61JaXskSaerJsMM/7uXytxGSSM/wB4dKTUtQl1G+Z28tAoVVZY2KbQOmDz1rWzitRc2hRvXSewuJGkaRkYRwjAIOPvZ9+mD6HFUZLVm0m286X7KqsWf5fm46cdzk1pB5BDMqh4xxv2rtzzwcf1xVDUbS8exsxBvmiSRiT/ABHJHXv3rSEtQhJXuy+6ARAK+eABxVuGRVsbqMYZ41DcjPBB/wAKrvC+B+6bA6DBpys0TTsRiJ4QoGR1Bz9T1/WuOj709fM54K83ckaOOW18wJuZASuegHX9aiCfZ7MXkypIDIY/Lfgt8pPPoOmKl0mVmlOQhKPjy2PYcgEVb8VXsDhUtncwriUrKnzKcgcHsOvFbUVaTTLhC71Mi3Im09J/s00RdAoZnPIB4yPTkY+lV573b9mUwZkWQlpTzuUjADD0yOPStS0la60eGB5UMkXmQR7vQEEDj6jGaztRX7Ja2kakyTO7rJhcqAdp4PTPH44rVr3nY2km5XexedShG3oFFVJ2njt99udpV1PHp3q7vDxRuOQUz0rPN0QTGsZc9eOnFebC/Pc5n8ZaGrGIlZQhYDO5Dwc81bTVDdRmNkkcOu0Hdkjn/wDXWHPAGn3OFJPzBVPy8nPHr9asQnypVZTtKkHI7e4rWpCMXoat8j06moNLBlBGotaZ/jYlB/30OKkuvDl7bk3CzPMM7jLv3gn6nrW1c6/Z3Rt1j0sRkp+9EXIBC8nB45PanW4jvGf7AQCOqhtjKP8Ac71cmre6zGcpx0vc477NAcQ3MbeX5nmMBwc9/wCtXZPIupMTA+WwOSH+bPYjsMdh07VrajYu8wVwJG6biQpP5VivA0MhQZOPTkfnWftJxejJjVd1qTzQQW1mjxTI5RiWdoSrlsD5eMjtn0rn4Z/PtIsIcIGJJ9SST/OtuGdlbII4/Sr4ggvYzviTI6FRtI/KrWKSVprU3VddUcvq9wbQ2QsWlWJw6qZFwWyNpz6jORWlc7v7HsoWU7fscWD0UnJY/Q5I/WmX+gi6kh23DRpGckMu7jOTj371sams8NhDamCFljl8uN42DAoqHB/E8+3SuuFaE46M1hOLRxktw97qkF1KuSsZ3D6cf4V0GnjybNpnVmUy9AMknPDfhkYrLS0ePUngODJBJvyR2xkHHp0rWt9xtrnLAho9jN2BwSGx/COT+lU3doqBSV5LK7QLMrF2KqzA5iz1bH0Jq3qdzfpdylrlFD4njCYPy9Mflio/sssWsR28qEbW2ASf3RnnPptGamk+z3F3cSXD5nh/crbxLnIyV4Ptx+GKG2iW2Za6oqygrbeSFU7wmTvLDGB6A8ce1QEPGtq6SkOU7H7wIHAHrxXTjS9Kur+2tvKNiCwWRi+/g9/pyM/j6Vz7lI9TW2hHmunyoyjduxkDHqDx+lJW3RKlrdk3kC4ZIsLugIy/BIY9SPYHA/Omf2VJdyyKzM7twQR09PxqVLW8ikeG4geGU4YErgrjOc+3NSqxtbY7ZDIGY7p2PzO3bjstQ5S2Byb1Rn2sUdnfx20bs1xI4EjqxOwY5255/GllK3mowTSbolKAysehPbH6Vo4il2jyxvHJyMs/90AevvXUWGhWFrZTajePm1DLtixgyleQAfTJOcdSMU/a3QOehmWumia0iZ7S2b5cK9yxV3GeDj0oqK9u5L+8knleQEnAREOEHYCip5jK3merX0e27YkZCzKP/HTXPXunvd3XkgqpeReScAda6W7njaefkf65D+HrWPqCJcKWLiFDcKu89hg/5/Gup6kI5O7ggi0udQS0sbMAB0KY6/nXEaQkd1qurGB9oNo7lScZIA4rur6RI7S9t1iDL5e7eeTjkY4+lec6XardareILhYQtu0vznG/AHyjHc1Fr3SN43dyPX8NHayg53xgg+vFdRFP9j16S7QxzPNpSSfPwAdo+Ye+e1clqLGTSrL/AGNyZ9cEitezmME+kSOnmCa02Lk9CCR+XStKi5osqCXU0EsAbrWYizDbBE5bH3gy5/nWb4UtlGq4S4XaDtJKkY/z0rpdSaSw1C/mkjYStb26yq4xubYd2B6ZzWX4XtS+n6pfi3k2wyRkSB8BPn3YI75HHtmpmv3VkONm2S+FtP8AtN7rgSMsYnLIduQPmPX0/wDrVt6JZ2kWr2+RHNGqhzv6btvQ46gEH8axdFMJ1/WNPFwsAnnLmQk/Kqknb6ckiuk0qO1S5h/tCcRzPvZtw+6VLjHH1FcdWKcmvIHFIpXiG/8AF9xfOylUhBypKgFm5P0wP5VzGqWlxNfSRCdQiudvBycnr7V1lo6S6neDqssgjQHngdPzJrndSBS/lBwDuOfbmtYKzs+wnuhtvZ4lgto5f3MGF4HDuTy1X/E+jq16ph/cxxxqEj287RgHv68/jVW1lIuELdcrXTaykuqzQPb26xyYGzaOPQA9c/zq0lew4xW5PrMltqHhqD5181rfLhCCCRgfnxzn1FcDZadFJayRxGZ5N6PsAzgcjPT3rsJm0yytHtzsuZxujJjbCBsknnGSR0wM/WsRJBAjbH8vru2jAH+PHrRTp2TQ7O+htaNpUdhaXEk0SRebF/rJHAIy33duc84Hbt70kWi6dJFKXubW1cAtHvmYMxOQQcZGenJ71iR6i0TBUkKq5/1aEAv7dc4yB3qb7XKqZVLsA/NvdGAOevOMfrWigk7jSsTR+Fra3VZLa+syG++FfIU+mSeK7Hw/YraabefardHjeSPrGXDHHHAU56euOlcQt2jFFM7FvU5+uPcVcsNYubDfHbTmJWOXVRwTzjr3zSlT5lYJK4tzaxrq8pWJch252jI5q7oatJ47sg6hgJ0BBGeBTP7VM1x5l5DHM27O+P8Adt+XTrWl4WuNNt/GEd7czyW6qxdVmj6nHHzDIq0rGcYtblTU4wPFuoIHzsTAbtjNN0ZXi8X2p8vcQjAKe/yn9KuTWIu/EGpPY31kI5U4kklGFAbOffin3FrKviKC7gubdEMJy7SgD7pH154rOUWqnMXGCtchs4ruyvbidbaTLQh4zs42nPOPTjGKH1q7ETRtMZBLy8XboMAH268dDVq7u1mEca39nHGkKwusLuxZRyM8Ux5NItIWWJZ7i4Vj+9A2jbxjHzcd+awnzzloK7voZMjySyyJPHtaUFwAuBuHB47Z7j8aq2ts9zex+VH5jxNuwT8qjuxrRmuIBMbj7Mzz+YZGaS44LcdFxx07mmrq0qJI0MdvGz5CkKQQO+Dzz+FUqUk9GCi+a5ZbSry5mllBRXIZ1VyRu/wH1/Wr8E9yxD3bebBbwxxrGAFBJz1I5OAP0rFfVdSUNHHcyBZSd4jX+HuDgf5xVeS6uz0uJyQQN4ckZ/76rSFK17lJWZavrUytJNFCgeQ4DZICj/ZGMf4VkrYybtjbCSMY5/DtV37XdyK2LucnpkXL49uhH5U/zbhT532uffg/MJixx+tN0vMlwu7sW6sLhrMxhUeNcHIB5PrnGayBp1yGiKIwQNkHo3/1xWqlxeg/upLtl+8WLsuPXkmrUWpakjny7+7HYgTttP4DNNU7bFWKbAK4Vl5HrW39k0xdGjuZVmF252fMcIARwfocY54yKzZtT1MBWN5chjnDggH3ycc//XqOTVNVkQeffTOgGCkpXb+WOe9ZQw/K73IhTs7kS7kUoFhijB3lyvzMM9WJ9+ABS6tYJcQ3YkbzGZMlgQC2cHnHGen41LHqssKFZbiTaWJISNAS3bqOPrTDqLeUWKqWcZwyhh69eM05U5N3RU4N6ooWCwFms4YTukKNtZsc4wT9T/8AXqOTTnivrV5Vlt45FyY1+5tyQOPX+eKtW9w1rNNcm3tWMihVZvlAYHr1/lUV1qJaS2dkaRw5LsjlQOmOGz79CK0UdSlexLHpUksYDOVCMRjg5qIaQUZgGGevI61pWWr2iGRZt8YLbkJTheeRkZzVzfb3bubWWOULy3ltnH1rzakHGexyz+MydA0W3n1O/t9QkGDaBYpQCdj54NZM1hOshCoGwSMg8H867PQ5ntdaBjlSDzisbSqm47T3bPBAx25o1W2gBZY9rTiZ95Vs557/AF6jFdVSnzU7mtRRlBWOOgtpUHlSRsY2OARzg/h2qwls9q4xBKFC5G0nLEDrn0rUeyuOCsb5HoDV20SSaP7JcxlXYERkr1+ma5Yvld+hgnb0OTt9fu4LSe4JWVBKIwkg3cdyD1q/FqsKXkkcgkhkAycY2n/P0q3LpaWemzLcT7WEgJ2gscZ61Dq1tHJaTPvd3DMwYxhSM9sk55BrplRhU+E09lCRK9jA0RkdY9xzg7uR+FVYfNtJcZIB7GobOK7s45b+J3kiVMSSlA3UZwQe5IP4ioLTVLqa1tpJtsscnBZ+CD1Fc08LK10Q8M+hfknAJDJt91NSI8ZXCkH2NZJ1e2F15UsbKdoOewB/lWi0cYlaPeAw6gmuWdGceljJ05R0sTzWNvdnzJlxKRjzBwx7cmq9rpTWUl1KzmSNonIGOpCnCn3JI/KpFWQY2tkCrcUzrjcpIqIYipSe9wjVlEzTbpcxvLBJKzOscUYZeQXA3Y/4Hx+dVbDw/qlrZvqEGJLedmhYjllbGSG/u5H8q35Y4bnYSXR0bcrKcHqD/MCqNxNq9hFctaS7lnkMsgPC5yD0HfH5V6lHGQqqz0Z0xqxl1KMUZgSWeOaTzAjgKOdpPB4Pr/WpvDjadaTWt5dMWmgDMCq9gOMk+/H61Pa38tolzI8P2u4uVLsQwPkxHJyB1LfWuWmSaRD5G9o3wfkOQvtj8+taRho9TZU0o3Z0MmqxaxHMVni3yB3Bnc5JByee3p6VSm0S6VfLW2yTlsLIGwM9fpUPh+wj1G68qMTu+4NlsKBt5PY+nTviuo8OW+oTX13p9vH+8mfa0pGDGvP3ewPpnoKmXuXZzy02G6Bo010xhcKYojmaYDmTaeFHoPU1Fr2sR32ow2e4pZRyCIiH+Be+Pwro/EWsW+haadF0lRLMFzcSL1Izggfn+JrlNMv7TR8TyMskpj3xq0OTvJwdxHGcd6KacveCN5e8W21DTAFjjiktVjGwIOARk4YexGKKyrjXIp7mVpZvs4DkRoqBgU6g5OPXH4UVT5uwWZ6M0376cE5wFOfpVC51Ax2CnazZkJwD3x/Kq8l4zzSKg/1iBc+hxn/Gs/VJTBYW6rli0hGOec8GrlKxj2Kt3equh3jbhvdyjewCkj+ZrgNJlRdXcS/dktJEHGeSn/1q27u6kk0jUbdcs4cMSeo6DP61zluj22qwcMGMWOnqhq6eup1RVtSQzBvD0e6FHKyuCT15wauW0zXK6DGgAZZ2iXjjk8cfjVFI2GjTIxBKyg8HPUf/AFqu6Rpv2myt5X8x1SQsBGcbf9706Vq9FcpM6rxNcS3Fs91ePG07M6OkS42bWwD9G5NL4PuIBpOp6W6My3BVlKvtCsAefcYNPuVa90+GG4tpJILePYJcbOMk8n+L61TsooLe2lms3YR55eMhipUA8H/OelZc/u2RCdnoO8N2YuJNZRYGllM67HyACFBLKB3bH6VvSXCXki3LIih2d8AY2/MoI/DFZdtcfZrm5sra5nR0lZ3SPC5YqGYgk+gFW2QS6C1zBHLGpRo0V+Gct3x9QfxNZNP2l2XFvqalqlkbCBhHIkzwGTLLj95uBIz6EEVyGoR79RkwCd0nAA966dI5rU2ou8QQFAjpkFmAUD7vbjvxwfWoIxp8N1JJCkkhds5kIAAye3JPatIU25OSQNa3KWk6FPe3EQKMORgDr7fStHxNqcYv20fSBmO2DJNOj8lRywVuw5wW79B6maXXXtkP2RfOdkaPajhQq4wc555BxgVl6dfQaVaYn06dgwKOXXAP+zkDoeOParceX1LhHualr4Ku2gikNzHG6lyybMgIT8v0GME+wx3rTXw54d0O3N7q19ahmyIzfHCFgTkhBgtxjjtk+1cjfeLNZnL/AGe3EaMMEohY9ccVyus3d/dXIv7uV3ZQE8x1+VCP4R2H9cVCjJvVml0keyweIPCUVvts77T9pAyqWixA+hA2Anr1p174k0Qp5E81vNvAKgSOB6DIzjpXk9hpGparYHWLmaKCwDiFJrkkec+c7YlA+Yj16D1qqunySFkjUuRkEqcqPx9qfs430Yrs9Em0zw7fg/ZLko5JPllcsPpz0zXP3ehvYPJuuk8pSNsgXg54A6461hNb3QXYPMJU/dzwOmPao5GuHP71nG3oGY8fn9DVqLXUVzpjpN+iM4h81FI2rGQ7lfXavb3qsrMJAo2q4OM4wR6/n7VBper/AGWRCWbapHIA6dK3W1DTHYM6NM+S2BCQuT684ou0LQywwjJ80J5g/jxk8+p/lVtbgBQ5Cq4+6cclfT60k0guZvO8kLznBHTjtwKYzqr5EhOOeBjr607iJWnZxuVQQ3Y8n6DsfxprJtI4UMT95jyOOTj1xmmBmORtK7hycc/gaUOrc7955P09efpQ2A6VPlC7sjtg8H/Gmu2MfvSCTncV5OPT0poaIowKqRjILHOTTTMSADg7OMA/rnFFxjxJEqBCrkE8gt97Pc/j2pP3ZcHy8qvRBwMe/rVdpdoYtz/ERjHX/IpDcSZ+X92D1x3oAsEhx87Egdl4ApY9gACFRk9jkD61F57cZ+YDH3jn8hUbTscrgAHjC9aANB5AqFWDSqB1PTFMaYY4Q8Honfv1qkZyBgtgc9QM+/FMknO3bxnuf5UAXI3kaUA48vqAj5/mOtRvtEjYbK5IUnnNVROS5MzALz0HApPPLEnnpjcOg59aBkpZV+bBYnrt7UnmtkgYHHJ96haYKcHaPbeMj8AP85pDIoHLOo9SgUf+PHP6UDJNrPz1zwc07yZDnLHacY+X/HFRCVJOACQeg8w/0xSC3WQ/NbKTn7zIfxOXP9KBDjGAwwC3OAVKjJ9BU0M8USS5ZsbcOyTneFz/AHh05pm7yym118xTkZw2D6gKDg1VNzbwxPGZ40LgI4Qbmx6cZ9P0qguWpJY2mG+a9IYkjzLneGznoWU459qW4n05wFZ9WBQ8xziCRRxychAR2qsZxL5SQ2k80aZxnCgkkZJPXsOMDGKv2Ol3+p3eVks4pSM/vbpIwAOwJPYdABTFZFYGGz1DE8Erwo3KfLFKRwQN+CFP4Vu2+uaII0H9mapbruGWbUzMFP0IUH8qde+DL2yy9zKH3jIkiRmBJPPzN1J9cc1HaaXJbpue1xIM4kY5Lc9Rnp26CuevL3drmdTRF+YDWLaaIKUkYHaGGGHpurDlLNK9s4Zin70pKc7SoP6HHSrqebaXW8bgwPOf61au7X7ZJ9rtPkuAozXHQq8r5XsY05KLszMspmNuYgUjhu4j15AzgMD6+tZEulx2tu5tQ32RyXCytlkAHqP939a1Ft2kgWCFCZUBKq3VgM52n16nFJ5cltFpkJVAzw9W5IB7j8K7nqtDpjLTQydD006r41lt0cL5duZJGbAHygH/AAFVteuJGF3clIoZGJULFkA8Dn2+lbWkWMrR+ItTspRHdLEUbJwCjZDkH1wR+tc9rMBksogAUU7CzMCMgxrg/UntTcdBNklhcXccCgzbf3HmB2PHAJIPuewq/a65OYllm4Ujn5eRjr/Ksu3jaK8ZXXEZ3ghhkDAwG+vJpunQyXMLRpkv5oTbn+8axqUYSeqM3FNbHV6XqUOoTLG8kabuoOAwYDlee4q7Nd2lrYxXUsybLiYxxopzuXj5vpzjNcXHcbYroQ4H2ceYflyAMqN2fXitIDTRc2sV5lLVghJAJKZ+YMB/P/61Y/VKXWIKELXSNNrfT5tauZlfy7y3nMTfMBkDjbjI64NUov7NsZooLuMNKsrRr5L/ADFSTywI4Azj3qfxCYDdXV1Ynz90wRCgyAW24P15zTf7Ml1rUrWe0iWTzyEZW4Gc87j2rZWg9XobSkuXUW1+0axrjLp9qLW3bCoyMQdoGMkjuefauvv9StvC2kGx08qb+Zfncfw+2fX61Qu4V8MQizsEkmuFX95IFySxyfwyTxXK6fevPqTtdKzTMGBgkBBLdFBHU4Jyaxs6ru9jks5ehat4L55GNyFQXA3uH4LkDjn8c4qWzs4tPZ4ZdOSS5uIgtvM53CJgTuZiTyMZ6e1bTaLqsskVheX0aXdxveGLZywCg7M56cfj2zWFqs9yjkOJGU8SKoIaEt1IPp7VslNPTYet9CYTC4hhkisrcrsxuCAZ5OaK5m3nvbRCkc19KGYtugyF/LacGiteV9y3Sl3PRpFjhcgEBRgk1zmuaiG8oRyYSMjnGRyayL3Wry4kcYIUj1pmHfTi8wJyVAPp1rCckzCMbblW7DNb6hHmFSxWNnyQQe2B6HHNTpYRebFPJNHC/lIojLHCHaM49TVeIb3u/NUOMxnJ6nGTj/PpVqJI4g07nL9smrTsrG05WViSbT7JoTHI3DDkj5QPT61Jawf2R5cVsxCM3m5B5bIxzn0qFQ0vEa7ueR1GaiS7iu5ZIBmRLfChs/XNTJuzIV7M2LmG7vrZkuJ4mDZ4K7eO2Bnn8KqWcE8FpLYwNGokkU/u23ZIzwc8qee/rUG9wARHwowMnNaFg3nJMkkMTFiruw+98uR1HPIOPyojUaKpzbdiPRlS9m1SaVgZBMELngKNuPz6V1JuJrHw5plu7qu6ZT9pjkDsy53HI9umO+K5Kw1Cf/TxbRoEikVZgVHz8naa19NuluGtknASNbhictgLkDBH0PNZSl+9fMbqS2ZbuI2kuo1tJCP4nBRCrH+LH1571FPr0trezxR3GIvmATyQQFP1IIxUkkUeATK7BV2KwOcAE8D1FYmpw+bdmQlsn7x6E5Fa05t6XDmtsbT6tZaowWbV7oNkYBsUVVwOvD1rWmjvbTNOdSiubdSA8Yjdc9wPbj3rhIYV3gknOeuetdvZu09jqjLI+6OCOQc47qDn8P5VpJsqMm2WJtK0908xZCZTIqmOSbYVLEY+bHTA98lqoQa6lm0sU0pttrFSPL3BwBkbwwI6kDke9VItUimR7a+iWaA/Kw9RkHn8qL20nlQtZXaX9uPmSKblwmMFAx5BA9euOKVi2U9Y1yXULjf9uaQpGiI0mDgdWUDoOcfdGMqKzVmHl44CFT5bOMEDPHTpWhNpejy6b54vGt3Vv3kTkuYT/dYYBK56N2qRfCc6pDO63DwyEeZ5QGNp/iBx+tNOwimX2WvlyRiNmH3hgkg/XtVdreCRAjtvkAG0Kucj3z0raXRmjlcTAhEYKrSEgc9Oc8fj1q8+gqkaNcWgMXZ4pAoz23c85p8wWONMHlEAIy8nk8GrdshUBiPlAHfoOtWrqAW1yQyOrDkAH5SPz/rRuRVwAWGTy2TiquIV5m5XAA6dOPaod7M2OBwcgnqR9KZJuAABxnoaPniTfnJPUgf5xQBOVI4zsAGQuQKBGm0E7dgP0J/pWctxPuHyiNeudu7+VOF0FAYqpPHJzz+FMRcZ1TegBGTgkVAXQ/MPlxztXtz+tRi5GB/XioxKHI28ZxjPOc0xkzzp0O4exHX8qck3O5VI46E5quQ25jjjPUevpihSiBgAQ2eAOgosBMHBIP3vT3o3bjls59Ow/WoWc4I5wQT9ajMg5y+AOhA6/hTAsbn3fKwHOTxxTGkYc4HvkZ/z1qJicjLduc9qfHGZMlgx7DAzigBHnRYx8wMhPAGc/wAqTEpOPLCA9BK2MfQEkn8qsxW7DKqkrAnrgkY/AgfrUTPFFy1xBGOhCvkn/gKf1NFgARzRj95dPGCfuoojB9uef0qWK1XYDFBuBwFeRThvzx/Kq4v7YFkgjmkk9YoljJ/4EdzfpTfMvpmwIIYz3MrGVz9Rn+go0A0FDNgCVBnoqc4/75HT6g1DP9mhYLNPGmeQGABP4ZyfyNVXt5PKLXl+23+7u8tev91etVxdW9uClhahz3kKbcnvjuaLjLgSCdRgTMhGcNuAP/ATgVWkuLGB/uMzD+GMKp9s4z+pzVWX7Zc7jM/B/gj4H0oSyAGNw68DOOaLkk7apO8flW8S29uzbmCZdnI6ZY+ntgUkJyTu5BO5gO/1/OpI7JACeFwOo5qRIlDjGCM9Qf8AP+c0rjsadhq2oWShLe8uYwTtYLIcfTFdBbeLNcAUGS2uFUjia2jz+PFcl5vA29+v+f0qys0yAhSABwB156UxWOyTxJczbfP03TH7BWgMefxRhn8qlXxKqli2mWxBHy+VcsoH/jpz+dchHdtkqWZCcYKnGPU4p5vWVsSlWyNynb1/EVLjF7olwTN+71XSp7pJpLKZZduD5bltp9QcCoo73SriOCPy7lhECqEQgsoPUfT6dKyxcRurFWw3918jP0NM3s7DZPHu98g9e1NJWsPlsa2nvoUenyiSaSOd5GDB7RgCCvB4z3rK1ePSLyG2jW4jYIyn7jIflAx25HWmlbgqzK2STk4Ocn86r5mxkoXBPOQTV2QWIDBb3M92BMIUVCTtV/mycHBx15FWPCunWh1ZoZruNI/OhmfzHAyoPPoQfmqKQsqsvl4BGGIGOD6+lV1EguiwfaWBGTgg96Vle4raGxZ+H430bxBOgjMZlKLlcDbglcEVgXNk01nb3QuVeeBjkqOMdQDmtrSLi40r7JvgcxT3DMyN8quoGAT2Iyf0qstodQu5rGzQiacjahHyg+vHbrSmwjHWyJdG0fUb+6sLWwty8VyoeQs3ESqecn26e/Fd5PaaT4G07zIZA90VKu54DNn07DngfSrtolp4R0AWMcpkuRzcSn+8ecDtn27CvLNY1e51nWbebDm2Tc4UcgsCcD9M1yzSqDmoqPIzei8S3tzpuqxWVunBJu7x+SBuwAvvk9TXNy6hq1rqP2qVEZY9shJXO0g8MSeprSjtp5/CqR2iiG04mupGyDNLnoP9kAjr9RnGabqsral5tva5jaTcYAw4dA20/hznJq0klZGVrbbFy11Oa/12C51G6kiuoYBNHOCcqSc5PqO2PTFVr3UHRVknZJ7qY7hcbMKU7rj1z1H+FZjzx6ZqLSwqZDbWyxzBgcPJyGUe3OPqKpR+fNCbcyheTIY2b7vbIPY4P6VSTQ1DsPk1nWPMYLdyBAflAYLx9MUVcXTYZ40l8zduGcjAz/jRVmth89oo3HA5pGhxp8uckh16e3WtR4C7Faj1FRFDGg5+Y7vxFcU2cN7uxzou47H7XLLD5gXY23p1zUlxcrBcWkLwlvtOwrtbAXcf1xVLWSI7K75Cs/lgDByeTmptbkhhl0l9rPiOIhixBGPb863irpHVyqSLouZZY72zSGG3VUP70tlm5xj2rN0WA28F04AkVXj3NHyEXJBJ/MUluR/aV6uCN0bn9c11Pw6sku7DxFG4z/oqPjHpJzWqiuUh6XSRkTqFcgsWHpU1hKYbmNw5h5wZAenvVjRBFPNGLuLKktGfQlTg4qC9iW21CaBCdgOQK5JJxTuYW5WRaBdpZ63fJdRlQNyv8mdzEHBYVtAQzak9paKdhGck7ckJk9fzxWG3nHWjO0uBdRrvOOpHBzW7ZQxNqt4xbbiaRQpOFXaqrn+daOMZvmO5KM4IuaXfDSrkzSQRzpgqY5OR0IB/CqOqxNcakRbB594BTbGQW9eK0Ug3QlJXMhQYVRGAAMZ57+lQ29yI4JLeFgFdt24cNxx/+rtWUZcr1MbKLsyC08OX7FTOqQ/7LHLD6gV01vo0emZSS6DtLbmGXamB83I5J7cdq5eW51G2ulkluZZFJ4kzkV0tg1zqEdw00nmvbbXI7GMg/rkY962k3ON4mt4OPu7lC58N2Ls32e8ndiclFQEDPuMVUl0a+tphLa5VlGCVzyPQ1el16xkRI7VzDITyo554GMfU024S4jy7ylmB2uoOSp9DWDlUhuYSVVdbk1nc3c0Atmj2XJPMkgywHQ7CD6Y+U8GqpsbjRUkjZIPLMheKSTd5RyAWVxk+WfQ9KFuXRgeeevFWILkli0m58+hII/xGCRiiFbX3kOGIe0hlxqzXETwwR26MV2vDOhKzKRwpbHtWJcOzQtFcWEgZHAjSNmCxHoAD3XHr6c10MsV1Pbi502WeW0HyvBxG4HJyM8bgejcBgOQD1wb661OKGOaO7NzaKfLN3Eu05zgxzIR8rf7w/GuxJI6L3C0uXQ4uUZgPlYEHI7c0kzxRlx9mKgfdYfXvUlvqc53RTxsQV++Vwfyx7iqq31klwy3M42rz8mQfypAQPsXc2/Gfu55x7UkEaKRI0QlXJJwCMj3rTmufD+oQ+Tas8UqjaGeLgn1GD9OMVVs7CQXZhSYSBjgCMZ6/XrSuVYtDSbHUkzbSTI6jJVRkH6D8qy73Rrmzy0kbmMdX8sgfielbV4+o6cAEspiRj5Wj+UgduB+lUxr8zKMwKCp5Rgcgd+/PHammyTDwEGCfbJ5GPaiNG2M+ScAEge3pWjfi3nTzooljIPZj1Psf881RBYoUUdcEH9etaXAVHVUUlvmByMmmk7mPLbuuT3oGAvORz16Z/wAkU8BWGVBx1zj9AcUAM2KAM8KT1H+etO2x5AZjz6tnimFyxOIenoSaUP1XaFwDwRimAgVA+Q3lr2P9Dxz1zTZHPVZVC4/jYZ/AU9IJ5zgRF1PbcTj3PtVqPS5QSXVI8E8Dls/596VwMyWJpyTK0s/Izgcfm5xT1giTGY4lUf8APQ7sevQhf51sDSoC5MkxPv0H45zTRbW0UmERd2cYOT/M0uYZnh0KFEilnA5IBEcf44xn9aCbkJhZEt1AxthToPqen1xWx5Ue35ckjnP/ANaoWMKsSSAe5Jx+A5/lU3Ayl0syyCSTznPZpJOT9Ce1aEWgsY9w3AFc5BGCfr69qtB7cpulYMV65J2//Xrb0gSXSuVibyV/iPGT7VLkOxyEunSW3EhiLfxBSWI+pHGcU3ymOV2ljnmvQLnTdMmO68EY2YJDSbQvtwR7VHFYaJGgMEcMjdMbyT+OeaamLlOECENjbgnsT+lKyFdqkDOOnUH8ehr0qMxFCohiKgfdCBuPWl+yR3Y+S0BAIySoC/4U7sDzNUdSAVIJHr/nipUdmZuuQBgdhXeahYQWybpIbbYxwrbCy59OcVTmt9HMRkkMJVVJ29Mfh1/CqVxNpHJxxyHjPP61Yjtrid/3ce444UD9K6BbPS3uY3VvLWROBEpUc5PQ9qS0uLe3hMghmmxMUAZsHkfjT5WLmMuHSb6aTCwqzj+HeAfyP+eaenh/Ucs32cqpOWKzR4BJ+taUE8kU0jQwfIQRucgg4z9MdKuw6qJIFhYKrEAnjOc1nUcoaic7GA2kXYfCyFiRkKu1j1xjOcZom0jWbZmSW2nLoMMDb5x6dM5q/qFsrNb7FdBISz44AbJxj6it26hsZLe3uZnIWWGNmAJ+dwCCPbpVxldXKvdHHnS9V8mF/sJ2yHCnYyYx9enFVL21ubQI9zaOFc/Kyndn8cV200lm+g20ltH5bRzEbc4GDkn+lQa00cPhiLehJjEJVUJHLoW/U1otSb6HGRfbHmgitIriRPNG1duVDd+D/MV01pfW2hT5tgPtLFhJOx3eQM/cTjlu2e2Kz5dQls4Ft7RQk5HzyZ3bAckj2PNZVzcLCHCuzMFDTc/dXoB6biePxrlqyb0RUbmrf6rDqM00FxcGGJYZGUB8EEEfqcnJqlov2iHRn1ebyxZ2KrBAgXAlkx1J/HPHtWLLDt1YNHkfa4jscjjlRjFdHbXdvdaLp+nhj9jsrcXlxx96Vidqt+GOPc1aSS1Ila9iPxBDPNawHzSIhEkLRxMFUFvmyB2JwD68jNZ66jBp2ghBI0s0sDxGVnyUX+4p+vXHrXYTwwwaPcXkjO+SskT8EEHGWJ9Tk4x6e1efRabHLHKk7ybRIZU4yc4IfA78fyoptTV0KVo2T6k0dqtzBM0lxtNxNudtxO3byePWmPAbe5LBXCPuKb1GdoOOT2PGR9RUdo8jxJ5ca4LzOSG5dQMbs9yB2rbsrX7fpsMMroZ41Yrk9s8ZPfOP0qpJrclOzMO7kdrlyZETOOCSD0HUY60Ukt3As8m5GmJbqFPHtRTujU6qa6jt+h3M1UJX82JSx53jdVMy+YwYnoatKpNsSASNueB0ry5ydzhStI53xDG0ccsZ3ENtwexwT/iKd4jgUxxOgIEKqTk9sgVe1YLJG0cmNkgyM8YI75rI1i4kvLT7TIdxPyqSOmMDr3Nd9N6I70ko6E8AZNanQ7cGOTFdv8JHQ6hrds4BWawcYHU4YGuOiRW1ZHSSNi0RBXuMjrUnhbUbjS/EUj224sEl3AfxALkj9K3i7owl1Oht7i3t9JubS5LJPb3kzwSnqOQSvv2NZvz3ki3e/wA0tglh3rP1m7lvbKS9ty6xyTs2Qfp/hVFbu8tDayR3DjIJfc3Xnjis60OdqxChzI6w2gT7DIcZScE/7vJP8qp6fNMsy3DAv54dxyBsz/P7tWXuGuZWkKYENnIeG4Ln5B/M1Bb2k9pqBjkgeL92gIkByvDev0P5VlTjyKzN6acI2ZqxSXgknuHidWYEbiuMhRzg/wCFY8olaGCXO1tuc59zWzOksFhNI8rsjRvtYjGcuVznvjaBxWdqNnNbRQQzcMsSkjGevP8AWqUVYmerIIL++STaZ45I26qyZ/OuljuRbXDKwIkuLdSM5XcB7d8cj/8AVXI26srBmyOOPlxXSzmKXUNLhtSzuQseTwWJHf0xnHuKagktAin0MzQADrcEjYDLcDYrKGG5fmPX8KnnjncNP57J5ssjBumfnx0+tTXdtbWXi6WwLrGkDDLtnAYnk8fTtUN6FXSbKWObeZldti5JTLE4P/1qp2LtpqMjublrhIlczepCYxWtKksAJt4zM5GUjDd/rVSwsmsLffIwMki5PGcDHSr9tdGa8M8hMjjOWfvnmuGpKF9Ec05LojIstYvH+3zCWVZIdnl7MfKAfSrL6lDdTsZC1q88SpcGDBWZSOrIThiPfr69KYyRQanqEcajbcRs3HttP881mExtKBtGTEDnHo2P612xaaXKbxbWpvw32t6QEd4LXWdPGQJ0Vlkjx/C3Ug8cZB+tX1j8LeK7eG/MsFrMT8yySoGb2YHg/UYNUbzVreO0ePYLa4jG63uoflbIwcH171n3dpp19PHeahAbNnDbpolYQ3AzywZRlW+oI9c1TiilK5q6n4Kht0WXTtySDkFJcD8M5xz71nxWt/ZKl3dxXEbRnkToFDDsN1La2Or6LAG0XWI7ywaTiFipxnr1+Xj1BB9q0ry81jTVhnMLm0cfPGPmRvfBOcfSpkUia08dWkkJhmgkLoDlUAJ/DJ6fjVkLp2q2zXNpFBOOv+q2Efh2qG3sPBmuEOotYLmU4IDNGc/QnGazNU8E6joweXRXlJB+UpMVYfUHg/nULl6aDC7TTgskVxZzop4JX5sH24/zisl9JtixaG8do/7rWzbvUjg4on1XXFaJLuSVgOCSu8Z9DxlTViLUFaRkll8oyL8uY8g47cc4q7NBcgFkmxfs6F5WP+slgBwfYZpq6XapJvvJ2ds5JckZ/pxWiLW6mXFmLtmJ4byHbd9PXirw8C6leqsk2pRqp5w0Tow/BsUua27D0OfZNLRjEmDgcbpSR09jSfZUnIEdtKx7ABm/IV2dv4O061RRcylyncybc+vAoZ9C0xcZVQnT5WbP1xnNLnvsOxzVrpM0OSIJkGCMkY3fnRMJ4AqlFGBj5GB59PrVi58a2V0DBZRNLKxwpkyD7HbjNU7L+0NajLxW5WPG7cwIVPoMZP6VWvUVyCWzunkVl37SOCR078VZGnKgDNPtcckE4z+VaB0HWJIitv5jyNjMgfYqfjx1+pq/YeEXhTzLyRZTx8qAtjHbcetJsEcwxRYyF652g44/wNKukmZRIR+/DYCkY6+v+e9dVJY2lrOFggE922T88o4+nYY55/WlttK1CSU3VxeWlvChIX5PMWMZ6/NgE/QGi7ew9CppvhpAFkuVQk8qvHynsTx1/GtmSG0tFRbi4EKlSVRm2hgDjg/XinXmo2lhpyyWbm5cnD3F0ABgdcIMAdDXIaley3t6qyXHnAOQoLZxzwPYc/rS9m7XY7q9jqLubSrVIjHCtwzKXBKAqD77hk1UNy7ac14bcJGFYbt27OD2B4H5VjaxctYzQWkkZRkVhhvTsajtzZx+HLiU3RFzsbCPESDk/wB/pmtUkjK7bsSJr8x05VDeW21nYgc557/TFbul3OnzSi4n82FpI9sEUspcMyry2OgHHfvXL3lusOnWckUMhEkY3bsdcAn8Ota0t9bi8aSOz8qVc4EbBVBxgfgcmlUu1ZCiuZFeK2imnbyLh3SdS2zkMh2n8uTWbetcB5ImlKOUZsqfvDHrW3YwwRWcFxHNM85URuuQACAD27c1j3s0rXgYbGDK6lSM4ypwcdetVG6Wo2rWQaWtx9qsxJMdrAL87bl5z/8AWq3bulnZsjs008jhiOAFJ5Cj0IByT7iizug9raOLVBMoRmCLzx3I9PX86xJJZ5Irplikx9pwZOgBz6/SmncLa6F+XUJJNNhmVSk211lcL8rYBw3oCe9ZkF/dPNt8zLlUQYAzz3/LNTadseBTve3jjV8u3OD6ccEf40qjT3ucoxYMeRGuzdgd2PbPpQ2Kx0dvdw3lmLSaRlnZDJBM3AbB4OfqKpm8efRixuJPMWbdgyEggDLflwcVVkFmJEnjnlhEQCosqbhxz1B6e1DSGK6gdZY5BKN7KBtVmGVb8x/KsklEuTckS2hUtGrz+WGQ7kwSWyoIx7n/ABrRfWJNQ8PWEfkoZNuzefuoEGAzH1wTj8Kz7iynhvLcAZUDc7Lyq5Jxk9uP8Kl/tENFBpNku6xgclnxy7Ec5z09hVcxOi0Kcr+TItlaDzJn6OeT9ayb8QrosYjkYvcTlmfruKtjr6f/AFq2YZ7a5RpfsxCFzHIiyYJGMKoP8PfOKfbWdtEbWK5Rbhba8lCQFQi7fLGN3tnGaKcUtWU1poc3bSeX9gmbDhYpAXz90qDWpoc1o1sLBIR5JUSXcpbBB2dfoqjj1JrOv4vsELWsbwSSPGXaVTxkhvlHtkfpTEdRYFvMBLqkUkYPRR0J+p/kKTQNJo6STWptRjlgjcRxyJGghwVLKisUIz+OT61yL/2lBqCywq8iZJMi4ICEYz+Rrp7nV7J9KlihUJcjT4I4wOpkBbePxGOtc2LPYC48tVC9CTngf/WpUdtrCmlZIqLPJFDZxYI3JIxAyPvZA+ma14dSOna1Nny8xoQikZ4yMfn1/OsdlWO0jInJKxRoAo+/k5wfpWjdR2rKsiJ/pB++44J9uenX+VdEm2rExhYct0N8pmeQsXJBCYyPWiqaARqFyxHYKwG0elFZlmoFIB+v5VqWUUtyY4UkC5JHzOFHTrmqCgMn1FX7KHzA3OAgzk/SvKlvY5Le8ZGs28juIJcgKxBUtnp0FT+M9LXTbOLasYRtwCA7tmMHn86TWJPtDSSMBkSDPPWtDxBpf+iiW5BSGcHCb93lnuB6HpXXBNxXkdUYvkOVsUx4lidgViZeo7DbWv4WW1bxxah5so8xjKsuBhlYVjaThvEkCENIm1gAG2kfJwf0q14YQHx9piPkq15GD+Jwa69yJLXU1rqG2tvDt3btgSRSy/8AoRxXL6opWOwcMCXQnjsc9K3/ABxHJY67ewxhli85kPHHUVi6sAul6XIGByrg+3NF9iKasrs1HuNsk6QgMsjRh1UHJB5I/Q/nXTfPc300cMeyMQxNmZyAFKvgBj2+YnHtXK6WgudXhj2gqWVyN5Tcdv8AeHI9K6aytrmKS+eG0lMZkWLc0jNsAA3ducEn07VhU3OiK0RDqNyxsbS1k+WSSYrjdxjOfw5PTipNeus3xVIkAVVHI64FVr6KObxXbREloYBvPUnHJ6HvUWqSRtelGzubG0txn29jTvsjOe1xsM0yS5OxVznBFdDrflvp63FsrQspRmBfcCfUenrXLIhLoQQRnncMla6oxN/ZrYDsqxhiMZUY55/HH0oYRvYwDcST3ty8oMgkmK5kPOAMYrVsdPhitYDLuLRRAliMkcHj0x0qjHGl7Jpm2PYZIC8uO5DMCfxrd1BfL0p/LQ/wg9uM/wCH8qwxE9VBdTOU2/dM1pX+yPNI2dxHXqMnFLEyxM4aQY3E8elR6hKkOmPhCfmCgipI2d5C3ljD9c8da5ZRXJdHPe2pUvZwdTtDGrN5iSR8D1U4qi0JHksCQWDK30zW7eY22sm3DRzpjB9eP61z91JtVMhldXOR6D/IrswrvBHRTfNE7dNJhv8AwXPc8GaJjzj2FYjSz2+kxDYSzKQmG4OTkfhzn8Kk0nxEbe0l04hj58ZIyPwqDUZUka0tclSh3kgdhXVJ7DitWR6PAIprq+EMaMpKk42LKOp3DpnpgjFSWdzeW1vLe2Fu09jI2ZtOl5YN3ZP731AB9RUGo37RWMSRoEjZfmC84zyP/rmtLRIoL7TkjuInkUZkjKgAA+ueMdu/as2ras2urIZH4Y0XWImm0jUp4iTlgrBzGSOVZTyOabBqXjLQn+ysV1K2xtjdAHBA6YPUH2P6067sLJ9VjKyzC72jbcQvskU9MEjqR/tZ+tXh9vjUJcvb31vj5S5EE5H1XIJHuBQM0dPutL8Q2atqdtbx3QyMbmhcEdeDjnp0NLd2Xhm2DvNYO/ALbZs4x0J2txWFeadpkq7W1K+tmdflWZCceysPlYfkeajFhpljd2tzDd3cMgwV85GeOX23en1JoskLUvweONB0hHj01LlSDxHJKR+W4/pmluPHeqSOvlaJetG38YiJ+nRSP1q9/bl3CSX8LLKCebi3eKQNjueNw/HpVka/rUmPL8PXSof+Wnnrj8hyaLLsBgxW/i7Xhu3RWcJOXaXIyB/s4HPtir9p4L06zk+061e2kzHquSin15Zs/hVhpfEF8V84RW0bnPE5Mi57YK1HFodnLK4uNWvL8kHMMsi7R9RjmloBt2R0WDMekW2n7v7tsIwT+PWo7s67cgC3exswP4n3TsPYcBf0rMTwzpC7ljgMXHJikMZx35Az+tTaVZ2dm7QWdqkMfUgFmJPuSSaTt0HbuPEWoxiTzvEF3cNwPkhSLH+6cHH+elZq6NBLKZbh7q4YEECW4YqPw4H41fluBGlyUyWRd3J2r16HP9K5631GO+nuokZU2Qsc7mCcDtjv7mmovqDtex1Ntpt1JBC1pawokpAEkmFUj26Fv89ap6tZ3gs1+3XCFHcoAj5CAd8Y6elZcaRJHbxzayAEUcsGOCRwFHc8k8D8amZLNoZD9vmuJQNiCZQuectgZOOQKZVkVPEPhpLHw7LcC7jn+ZQApycHPOPyrEsrXz7q28w7FmeN8rzwTjPtXS6qdKXSLg26ljIo8s4bKnvkk89x2rn7OeOCbS5Fcv5aRAhv94nFUl7pLspFjxHZpBrUcccokQISJFOc9TW+1gG8C20XkTFpMKxwQvL8AduTj6DNYHiPWI9T8USyiJosR8r05x6V1Z1W3uvCVnahzC0TRkyc7Qqnqe1PqgTV2zm51uf7Whtg4eOKRWxjITB6HH06Vry6jYS3sSy6YLkyAl1jt8GMj1I5J/pVPSFsZ/EEc988ZjO5xHIhIwONzgdSTXWC+tbH7QGMcZkbKLHZbFQd8d6Ju70HRSS1MnVdVsP7J8m20wW0koG12XaB3zWPpcN25imTR/NZgSkxB5HNXfEN9aHTgts8jtuywdSAABxxUumXOhpY2qMtxvRFLRiZgCcc5HTGe1L7I7Jz3IGj1W2YGKxEDt0aNSSwPXPHFc3p9uytcrNAJUMxKlyce/A4r0GLxLpqSKsFm8fGCqMQzY6ZOT6+lczot9Cgv8adE8q3TNHK8xBTPYD1p30YSjFtWZQ1i3iTSpZY7aSIKp5YYXnGAPyrM0WH/Rw67ZAsjHGAcDgZx6+1dFrmoyXunXaSOsihcICScc9T2Bqt4buXsLNnglVZS7HBjDZ7ZGR6UnsRpcydUW8na3tooo9zZ+VQQTkgDIH+eabf29w13GjKQ0UJZRggjDHn64q/eandHxPbyCTdPDsKlcZBz2/Oh3uptZmkdSzyLsRWPVu5P05puy1Yn5DW8ySZvInLGeNTITjABHT9aY1s1pNJFbzRx20WAwOTuY89a0LUwxCaLOZFG2QscA7h1HselQWUREMoVBhJGz5jdM4AB+lTFdWI5a5kEWozWxdtwUSZUdGP+z06fzp6xyspKz79oOcfKwB5z756VDdh18UI527Z1IDLnnjH9KvC6glDxrDI7AgbgpwAOKb3Awb0yQ6ggYkiVMKqqQVxmtG32rpibjgsqtuB6+gp9/czrLBHkE5ZWDr93jqPzFNsITLZ2xjfZhACBg7uPfkfhQx2vsFjdRQTPLNBGXlAVScEA+h9agkWZGmfzXYToxCDgDjjA7DoK3Z9Ivbdo0urWUscFCB1Pv8ApUU+lahAQZkmhkzny9nQH1qkw5HcxEgCGAOG/dwruBHAOOh96Jo7ma4GwYVB9wqflHrjvXQR6LNeXLptiXcAfnPPbA+vBNWk8OXBLCFUdTyAjn1wTxRfzGoStscfNYzIy7ngJKg5JIP5CiuyudIu7OQRTQQscZBaJjkfXFFF0HI+xlQt+5jOec10vhrVI7BbgXKsYHjPCgH5hjBI9MiuRtJCyLnorc1rWcM3+sWIlXzsYjAbHXHr+FeZszmi7O6K2sOS14yIiksHQBcLjrxU+t65NqXhqzhdszBmdgqKq/MB3HU8VYvtNa8WaZXBTYF2kEbe/B6cVXt/DUglW0SR5QoBV1cbeRu68YxzXVHRHZTUmrLqYOkyS2d9YXJeNyhXKMuVwVIx655qrp1wLTxlaSs23y7qNsnthhXZS6HbSTbwfMMTAbickdT+IyOvWuJa1nbxJGDE5JmGBjryOlb05psipTcZWOo8ea1az6hqqA5eS5kKnb1Bauf1FfM8NWajaXjVWwvX5j6/0rR8d380HizU1gdUjkncEbQeM5xyKkn0m4fwWdRZAkbRhlkLffKnkY9vWiV9DOnG0RvhBYG1OCW6TcvlDBDFSpyRmul0e6tY7m4le3QM95IZEuGZvkzhRhSM8Ade+D2rm/BqfaLadn81vLUEbADzu9ew5rpbq3kETXTR7QnLfOrAAdR+dRJ+8arbQzNJvbe88Talc3W2NBlBkFwvPA5PPHGTVDxbL5t7vVAu5FPC7R09KXw7A8sUrmOXfJKZFKnAfn7ue319qi8RKyTqGG07Rkbs/rSk9TOorRRV0m+SQLBMcSdFf19jXd6jqB/siUKDETCkW5WG1jgDkdckY+teXWvDA969Ei8q50S280kuWhTzCcBju4Xp2HfNNdiYsNHgfyEG1/Nh3REsMDBbdx+daVxJ5thd4kVFDBHTgk469s/rVkR+QZNqjjc+1Og6nFYVpPuEpLMww7OFAOdw6fXNcfx1JT7GaW7KWqSL9mhTOGZsgGrluzPaRH/ZAP1FYesyM8tsFG0hc4Jxg1o6bJJJAsQ2cEgcnvz/AJFNx/cpmbXuGnKJBasyffHIrBuLpYGja7VSzbhIu3OMHgcdyB1rqbbTrloPMeQLxkbV5GPrXH+JLLzJrnZKXlBEnI9+f51WDe6NaEtGaGnXFpd3MbRxAY3Ac4C/hUGoiR9WXyVJwhyo545z/I1Bo8X2aJZWXBPOWGFUe5/A1p+F4pbzXnW58pQLGZxKzfLk5AHv1HFdl9TRbaGTNct9jhlmi/dltigHH3R/9et/Tru4azjS00+FlC7t8kpyOcdsVnT6eUsbAu+9WDyiMDGBu2gn/vmt60vv9Et1LhUCjaoYDJx2br3FEtUaR0Me6uD/AGnFNMvlkMAcMSo6Zwe4rQVo5izvLEIt3/LJDzx1ORjvVHVYBHOu+QzAyEghs7ST0/StyBTbQqUsmkBzuAfhQRxjIySf6VLWo76lnRrm3tIWUpBIrsSEkCkFvrkYHHSrhlsJLdWhiVWclttq/GehBTPr/wDrrNtNPuZYSLi3G5MkI+3bj+EnJyO5/CqrWt1LJsuZI0i3bXVG2hue4A+YY/Ci6sM2Vsw06fYxds7DIZX+8O+Qf8irMSSGLfKlwhB2ks2OfcevvXPLb3MMvl2979miRjtaF1P8znB9BxUbXlyZVWadSFzmSNtjt9Sen51NgsdX58UaFnUbRk5IzjHP+cVUk1+zjmQlmlTH/LOMkD68fpVfT5/PgWCGOaVm5eQrnaOeDwOPeucupWS7cPuglU/Nj5SCCQR+NKwHfxXQmjzBDHIoG4lkbGCMg8f55rnLK+8/XHtY5ZJZWDLsiUMQDzgZIA6VBZ6pd3WliOTUGga2fA+Rm3Keme3oPyrnYCbLxC0sGRKjNtYOACxHqeOavYUuhuyR3Eg1JXMnlQZwm7BA3DqM/wAs1zWnXCQx6irbkMkBAbGec1s31w41K6jJOJV3seDnIBIOOmDXP2Cy+dMoET8Z/e9D7HFUKfxI6CyWGSMPm1S5QfckbLjtnaO36it5540sRbC/i3LF86GHd8x5Zd2Mjt/jXP20TSxr5kUEmSTlU3knuOaimtBLIZVMqyAhA5kKgPyduKRaZsKdN/slobmYC+KNgAcKf4ck9a46dLmyRIrpSjh0Oe23tg/rW3ewvcXW8yzKccKgwc/QCsnxGrrfA7iTuVSCOhAx6DjGKaE3cfd24ttTZXkSRzGcsnLg89fwPSrU0l7cWMMAi8qzh7ZHBxwT3bn8KnsoYoPECi6UysYd52nOOPQnrzW5qn9lLp7RwmdZjwFwcep70O+xNkcXp4n+3Fy67huON2cgkD9K6A6g4IE2/cF/56Ejjuf0rGsI3F5II4zgIQxVuuTWvHarNclHlTe3yr5nCgdye/SiW4K9ilq9xutEj2/vJWzlG5OenXtVq1mhVv3roNuNvVwfr0qO4hjeaOQElI3GMZAY/j71beBpopN8DNGg3HYAAvpnHvxQ30FYuRSPIQDkE9DgKB759KyY4Z9PkupWYkTNkMsgzn15p7W8ckHm3S3CqGw6LJ86DttB4wfWqc1kZ2UtLcqmSPnkA+gAxUlJRLE104tZVIPzEZGUJJ9eOaXSLgeSFjhJVGfDEZXOf05qjdafbIPNgEwcLhS3Q/jVm287eN0hXLbghyMZP5U9kQ3qUXupZtZmwC6xnjaRuzkdPetyCdo5W86P98x/eBR09FHt/PmqEVr5MrzRxsxDcAD5mYn7x+vP4VpRsV02JZIY7rEjOFyQcsANuR346UPUqKKzpJ/ads2Nn2giHcTkZz8pps0cttFcEyli7MFbhTgnGRz1wKludP1EQzKyAw2+2XecfKQemR3zVywW61C4RU01buG4XdGhGCuTwwI7c80N2Vyoxu7HEapGlvqOnyxjKh8YJDH/ADya0YZ+SB8uGLHI4z0xgda3PGfhO40rT9NuLhIoleTlUOdpyOtdXF4P0jTHjuJ/MvQo/eBMBT/+rvQ9kNUpXaPMLizknvVmdWaSBWO4fMvTvUuhveW+jx3UViLhNix5Kng4yOnWu21WXTYop/KtJbKLy3BBOTIx5H8+vvXLaPqlybXT7GG4McGFDtJgKPQ56/l6UboJQ5HuX7rxDrN38vkxQhU2LthAJz7nPt0rYsvFUdlYCHVNJNzdMuA8kisWPbnPA9sdsVnwR2l1alIdYtXlaPd+8iYuvzEYyTgdOMirl1baRp0do0LG9vnGWjY7iO/GGAFFyveetyK28S6aJ1FzpUM80QCfIRg4GAx/DtzXX2mq6pe4l06yhiR3H7seUpCjHBO3n8e351iNoE1+EnhW009Vw+GcMfTn+dVrwxaXsi/t8pcuzM/2c/u8dB9OfejcdpR6mzqOqao14ySaVZKYwE+aTsPworibjWC0vGq3DYGMjIFFFxcxztpHuicD0zWpZ5LKjSSDdyAuDz7ZqpaYGVGeRUglCPHtJHuOorzXqzzk3fQ2lvHtooXMU08SgxiQyhRls4BFJqesXVwSViZGWRZmUNj5go4x2OPTiqrIHhQsxcA5UuM8DknrzUDGNL0eT5kmS8hYgEYK8ng12xWh6MZO2hq2WtTC2kjEcqQjdKql/Xqc/wCNecT3UkXiSGVGJKTIyjPAwa7iweW1kc7ljDLj5CSCOuMdK4K4cDXEc7eJBnnHQ5rSmkmRUcuZXZf1qC7v9VkZYmP7wkyHgL9T9K6W18ibwksV1dbWitnhijjU4JyScn8ai16aCW0kFrMDA0hJ5HPoeOvPA+lUtNtbfU45LOe/SzKgfvXY4/3cDjORVN3BRS0DwdDJKzRJdJal4n/euQAD1/pW/qul/Z9LvbwapaybYRsKyE7sjB/HpWfY6bpdrGLHzv354a7llPkgE43bQOnPOelXLbwiYZ4Eg1DT5LmdcNFFKChA7HPHPb1qdAUOiF0db220q3+zCBgUCgmSM7TnkjkNz/Ss7xfEI5xjuo710MGkaqhkZlWMrEskezaeScc456D61m+L9L+xwWztcpL5ke7CsrbenHB9+9S+5NaPunEW5HmdMe3pXbxPO+l6TbJE8gkuRLhDubABBPoAK42ERI6nD/kK7bw5fXSa1p0dqWCLbOj/ACggAt3qZtRi5GCsk7mnd3EiWk7Qs+Q4jXHJYHIx9SKz9It/ItnDSFtz8DGPz9asavetYTWkRkNt5lwspnRAWjKnqF6Z547etC6i9xIvmSHZklAwxtGTwcAc+9ccJWwya6kpxdK5j61tN+AAMhBk4FSabOySlVKbtuG3Ak57dKpao3maiWVwy4+6K1tBu2thJH5EkivHkmFVLYHu3Qc9q7VG9Oz7FRjeNjpBfTy2piPlglcHHQZFcpqcLfaQZJMiSIgqox2611MSbh8rt5eF+VsdMdzWNrVmYri0eVHXIyC4K8En9K5cLpJozoqzkilpdqLy3iszhBJEzYJxyBwCT64pLeK9iQ2sYiygzgY3tzzz9KZbY8yzIkKAcblG7BBI9K04r57My3i3NxDnMQlZirPzjGB/hiu86YIY4S8EEtxEYhBGsasDgHb659agl00iA+SrPEFzkcbR696lVIr6MeXbTXDR/J+9YkKPyPrViYXFsrvKLgeiyMoHPQY64oZVjnZA1vaqhLpEsoKA8g565P8ASttb37RarGbW4dLfPzI5BYfh275qrqF5I2nXEI7je6vgldp67hV6w8R3OmLD5c1yINoZdhyAAeh46e1HULJi2NsdSt1jheV3D/MkrFiATwR3/KpLtoYrlobeTz44gFWQgtkjqDuOePUU069E8qhvLKShvM8uIgxock5xz78HvV7TRa4FtDZ6epOdrmFiSBznBPOcd6lrUtWtYbFeXdwFEcahwn3Y4tvy546Dp/nrSR39xJG8OHktwC2wL5ihvbjPrWzLqbLJEI9ThtVQcJa2yxtnH5H6+9WUuUuIRJd219PEF3K15OEjz055wo98UFcmm5iwWLToGmMsRbkBpiCD6hASf0rI1iyQavfIx37HYHdncc8jr1+v0rsB4lSyZ5NO0y0inkAQyJllI9s8t07YHvXJX92bi/uGYh5pcyu7YUKR1zjhfpQ9hWHaBZreX7Wx3gtG6sQuMEYxknjB4/Co44La28WLBeZeFZSrBeSwwR+VaFtqDQ6a8FvLHDNLgNLJ2X0AP+enFc7ctFBr28I8w3bfLkwd2fXikKbSSOvvn0OG2kNpBIbny2UMEIwPfniuQ0PUbKz13z720Nwm0qYy+0MMY5rSU6bcRzxq8cUoG7McmVPHTn8eeKw9KSOPVQ+394cksRkjjn/9VXYzqSbkmdUdT0MRgSaXGsyrvULcEjHPUD+X+NUhdpKYftBLacpYrFbqVO5vQtnJ+ufSkhMLq0rBEk3fI2ANv4cdPSrEflpB5CRQl3bcrytgg+uAenfnilYpTZTS9lt790SJpVmGxd8eGGOeMHj6niqGsR3N/dTBLQq0c43KTk4GMZ/Srj29/PGViuLXY5G6OOZN2PpwR0psGn3Ubb1hdtrBjj5lIBOBnvnimgbu7lpoZZLhrv7Ny55CsF2kcE5zj+VVpQULoZwOCQpbcyHjknoM1aubZRcN5LDeWBJQZ2nqRn+LH9aHV5ANpRk3FeEOcflTISs7mHaXAguihMoJbPJAB9Ovf0rWhuonby713TaflBflgOhIA59KriDe8sk8IiZCcnac5JxjI5xyOccU+2lnDmOBROCC6hf+WeB057D9aT1K5iwbhJrgul35wk5zghRg9gOQamS8uZDKgS4cbCuA2MgDuOvTv70loY4WXCeSjtvcONhznkjn2x9KtXGpzJMZRAgRgR+7jycHvjv+dFguUmt3ltlEkMcYckpGzbSF4+YMfyFRyQjy2RcxyYBAfsenftirEl7cSOwWcqxx1hIGMfmKexM7sXkAXaCFY8njqSehoasCeti9aeGtdniZJjGUC5DIdox68dv1qu1gIdWXTITHPcM+xpVO5QTyevYd6oS+KrvTkYJdESycRKPmb06VWtbq6toJJ43L3ZYbgWG85Gc49M+/OajyKbj2Otu9Fh0s2duL0SPNMJGKp91lVsKPXO78sVYi0aR2jnhiSNrV2mUTMQD2zgjk8dK5Sbxaw1OyR7hy1qzlQYQrAmP0H1/Sm3Hi/wC1XqNLdK6jOYp5SoI+g98d6dmaKUY6mzdaOPNn/tDVY4vMG4wwyE/KW6kdMd6i8ParZeHvtto8ks93FKfJMbkrJGc42++c965qfUYpEUxBWjumEbeU2Dz1/DAqDUJre3W01KDOIH8uZd2co3b8DzmnbSzM3PW6NrxxrM11oi29xsFxFLuGJNzFSO47Ulrp2ta7p6vLqAMJRRsL4wdue3sOaydUMMmh3TraRq5IbzR8xK8D73b8q6zwlqyQ6baTxaVLeOYAjER8Lx25x2680O9kkXGXNL3mc7eaNNZI3219iFMgPI3zD29Sab4f0WW40aCbyw8RiV9oOPm5AJ6kDr2re8VvcancRz389raOIy6xA/MoweCcday9Gk0NdBtnubyd7gRL+7Riq57Zx1Iod0h8keaxcGnanb2ctqltZxFk3KXGXfPfJINY0mnXdiGmu15UZKfdLD+6fTNbEniu40xzHZ2hXkJvcFm+g9qwrue8uGku7zMpfBAfgDBoQ5uK0Og0V11E7rDRIZCCCweU7V46k1R1q1hgDz3d3AJpRsWC2TcUPXj0/HFZ1xqlwbZRHL5MYGGVBgk/Qdfx71UQssrSOzyBlOfNGdpPcDv9aaRm5pqzNO1S2FsgIR3/AIzJGHOc+tFY05h+0SeXcPGmQApUccD1opmV0OifY30zipYPIkZvPlZAPugLnJyMj8s1RWTBrQ0lo11G3MyKys+35ugz3rz0tTngtTqYptHtNN/4l8Ul5IfnkFxHgBSMEZHT61Xg1mztrlby30rZ5R2kt/y0yO4Hpgj3zXS6Lc2VpbXEt1FbJYyr5bPKAC7Lyfl/DsD9KydL0rT/ABLfKbG8mNvna+xdig8njPJ4HpXWlZanpJT2Rj33iDUJ0MawFYmGESNAM+g4Fc+mgyxq91daVI7EqFYLkjnPTv364r1yHQLfSLmNUiLKygiQDlffBo1PS0mtXZZFErgnP97noMfyobtsU6N9WeN6tEhtl8wTRSkZMe3aTzwMDr/9es20hvCxmSBfLDlctkkH0rvr+OOSWOHU4f3MfyvuxkADI2nse34mqKjT7ezdYzuuXwYcyfcGR1z6e/GKpO6uYSTUrIyNLtnGqIJLiKK4kkGxWcBVxyTjt3q1qExsrnyoYwxC+XiJNxLA9fywKuXF4UiKS29lI7w7WdIgpbtkcdfzFCCVJzdCKEqYy6h3EfmHGMn1PHT3oJ1IYJNQa6DtF85YKGClSueuT60zxFbtBbBvPWUb9u5VwemckdM9a0obiadTdyywRsoPlQjK7/x7DqMj0rG1Rg2kKGRfNEhLbX7Htj+tJvQip8LOXRyHwTyK7XwfMw1eHIBXyueMkcnkVww/1hx69T3rrfDF79kmhkAYkyqnDY4+n41nVV4SS7GKXNobPitY7rUrKNpAVWXc6b8HG5V6njOSD9BT7/S59L1Fre4hCSbjj5vvc8Hgnr/jVTXpbu9FwttaidTvhkjCgsrBlfI7jlccVJLKzoZLgbcgjHJxn+HnsOg9q43Dkw8IdQcVCmovcx9cJttZNtcR7G2ggH+Vb3hTyzPNDJcfZopEUbirY4Pf1rjtdnnuZLaWeQSkJsV+clQeM57it3wpcSXF4IpJYgdhO6Y8MBjj6813rZGsXaaOzkMFtfOsbjyc4QEYP/16zPEE808SSnayo+MtwBWvpUXnbo55I4Ap+RFZSSO+PUcVX8QQImiySefbTMOfkUrJz68YI9+MVjTpuNRsqVFpuZyloyM5Vi37qY4APG0nOB+tdSnh+1vJlnaRERNp/fOwJ74A5+nHFcRHdKmsSHPDMO+O3NdraXKDVy0jskBO6GNMyDjHAHbjP511NDg11Na50O3sg6SagrgoGC2/RiexBFc1evbSpJuuQEJwiqPmP1JG445FbF/cyxoktvbSuzklRMqptP8AE2M8DpjJ61izSX9xcNcmSJIwu0LJ8zs31OT/AJxSUWU5R6IrW+jpqmmyoJmtyxCATAAEDqwOeSOcDvV608KWCWOxHkmuEy/nKcjaAMgp34z34OKlsruOFINkyvb4IJYkHOcDGenOe1O0GeOZBMbhDGWKyTMSFjwOSQOScCrSM7snl8MRwWI1C3JeC1y8ieYrGUcDAKnI6k+nFOeKCW3jSB/I3YCzRqqDHbOO3b2GKsHX7W1dzZ+dLLkbZG2hWOOH2AZ/OsSw3paypp6RbUbPmyyA89P/AK/Sk7IuK7ls2KCR2nkiZ4pSY3X/AFbr0yCfmbIPQD8TUkk1wscZkmMkaEiMy4C5x2Xpk9M/rRZ2jSKWZZZWXOZJH2Ix9hncR+lT3N1HZsrRpAN6/vAqbSD0AUHj0680huVtjHTUGuC22ylMZBYl3KsMDqdueeMYzVS41doriF7OAwvGGOXDBQehyvf6mtSf7XN5UkriNW6KjHnPfpj1PNZcsijWo45ZpQPIKcAM5b1J6fWjToTdsmi1a8mR3nFkNmCd0Zzisu6uCddjkCgSMw+7xzj0rciFmEdd8h5/eRAqpY9c5yeP0rF1G4STU4XHyoGAA3Zwv1oYnqaYfzoHk3CVXyd4jIx6An09ulc5ZSK+pOsgMbZPPU49hmunTMkT/PiAH5WLbi/p17fhmuc09gNZZhGJBySgJ5/HtQTLc2HhjMDA28WwD5ZM4JOOeB60tjBGiyqtgcEAFjIxwB35PAqxZarZWzeWbdI2HIZl4+uRmtZdUtrh4xFdWwJ+XYGH5UO5RnvpvnwtJJHCd5JweSD6+pHtVO2sVFwP37Qp5m0JGMBuBwAff1rdm+ymMmVraRTz/rVzjrk4PAqqLqG201pYgtxdBgFbosfHJPrjj9KFfqPoTX1osBV4JQJUbbNCoUsMnhsZ6dMj1rLjSSZCt9cCIbf+eYO0dc4HApGebbLFjKA/KHAIJ7nPH86WSaRX8uVkVWXLADCsMcZwCTQItXknnxpJBEZY15RmQgt075P1596pMsUQd2wWGG5zGRxzgjqfwon1C3i5uYHCkLjc/De+B+lRxX9tdwvG0GFyGLBxu68Alv6elMTY4xx7lkgnnUtyyyyCRnYD+HOehPGeKWNpFyxuoY48hDhirAnthup+nWqgkDNO32gOsSDG5mTDE4yf9r6EVF54nBmkkkklb51iZckLjhwfXP8AKkAl1qqRzBEklDjJLug259P8jrUVzqcMkDt9rdfKUDhOCP6ZNWZ7G/khD/bPMQjdG8hVN4Jx1xnNYbqdSu47aPLW8BAYrn94+ev07fSlcGxNPhllnN86hndvkTPIHriukERjuAzLF5akiRyFYsOpwwPOPpVI21zDMfMsYTHGDtY5JY9goHr689KWGOfUJWhTy4GcDcEChgxGcZPBPToetKz3BIp+Wk+p/a0hkMUcmwlcZVGUj8eeefar5+wSy+SqSrHGvExAZ5G6nHbGakNlPC5geWa3ZmLPGQAeBglvbp+laempYWnKQfaHQKCvmHkdcj0BOST16UrmkdzHup8ukhwzrlY0ljTt14A9DQ1hLLAqHcYbhdrEYCnPt2rprmDSvMtpI4HhuI3MoHD5zwQfrnNaWr6zpsk8cUcQ+zohJWRwMnoPlz9ePends1jTW7Z5zb2ry+GbtPL/AHtqGjkfccEg8Y/KrfhpNQuLO3iFxPFE6eWNpO0gZzn2qHUtVa1m1W0gCpbX8W/Yi8BkHr24/OqGiuTpkZ+1NEhyZMORu5/zwKq1jKVr6HV3FjZQxme4u7i4mKkxEchuDgkk/T8qTw54g0jS9Msh/Zcc9wgB3SKWycdQOBiqFrLtsghhEkkSFlbzjtiBHPHrWtomkWV7YWyGUmQwoHWMhdqkZ6+vrU+pSu3odP8A8JHbay4ug0UKsR8sVqW2HHUDGck960tU/s2WxWeP7JIygqhmAGTjuOPesf8AsPSlt5bqYw4UAqgfIQDsPaubvvEsVyBa2UMAj/h2rgD6e9Ld3N23FXZJqNtPevFLb2UKoi/MIum7vz7fjWhb+CrrUI4CoCyMByQAAPXPes7TNVl0mRsLLvZcsTKFXd9eoA+lb9j8Rr2OKSKNGYLlFkVQN3v/APXodzNSg9SRPhvdMX2RmRQxAY/Ln9RRVWPxvqrpuKqSe7yNk0U7eZfNTPLMneB2zU87skybc4XkCo3jKSDOc5xU8y5CtjNckdrnko3tP8SahaLvtcRszEsUwNwIx0PGfoKlt/GWrwTyypp0TAuEeRUWMuegLYxz9awwIzaGN/vHBQt0rQku9SOnJHHaq8IbfyQoY/1IropzbWp2U5yNhvilqQDKNOmI56MOaoSeNtavLlYk0p1aUZ3SnaAPU46Cqn2mQxgyQwxq2dxX5SD9e1Pgvbe2ASeRG3KNpDHJB5xz1FVdb2NOeUupmS3uuXcrStFbxRrypOSp56j1qU2V9bPIZJFRpUCBmYZ9hyCAR0rb0fUrHT5RPHYC5WEbV3YCt9RzmrM+pXv2pprWCGGaUb5JFCjO7ngN0GDinqDStvqYtrZYAV5oAyN+7U4y3fHHPWrU32kWIvENuoUMZFVAzAj7y5PJOMHj1rRik1N3lubi5gjVzn97CgPTGRxk1nRu0EzRpmTzJdyt1GR0GBwBjNBLQkMMBuI47nT5opWwY180ncDzwDTPEFvGulloTO0YlAUucDp0x61ftkvpXdU82GTzAwklTf5agdc8k9hx6iovE4vG0uU3dvcw4YbPMHB7c0m1YiVOSi2zz0DDnAxjrXaeCrW3u7lIpoyQJlIZecflXEu6+YeSD6V2nguyt7tZGkleN45FKkTCNcY5yeeSOOhpWuRR0mmdX4jtvsE8xtYbi2k2l/3kWZCOhfcD8o5yR6VzbqXR0hlRmUHax53H6d8+nvXTxi00V51SGW7mm2MJGYMqEvhVzjlcnk49PSudupJmuZmBEDSSHeoClge4H15rGpC8o+RrVXPK7MLxR5QjskR2YoGDEptAJ5wB2pvhudINVt5H3gK/VOqnHDfh1qTxO0T2FrJFGqSZxJtY9ccgg9Dx24qpoO86hAIyNxcgZPGcHit2YyfvXPQY/EElykwe/bbvCLGFTLZ5yRjByeM9/Sorqe4v7WeTzpcRIyiPYSG9uDwP8KLeSNs+bZwps5IVQCxz1yOO+f14rNfUfPDhbiQI5PyKAQ49+wotY1U+bcxLdrP+0pd5WWfcpSJFdmBxzjAxXXW97HZQq8trKj7dmGI+YZ4z155OcVxEeqImt+W1qkjQphnkkIz06Y611qXssTLLvZhMwKQhRtXPfI6c1pfQlFw61p88ZhOlXUrPwytLlCexwPpmoBPEp8k2V00bRsiyMDwTg8Hj0p8l3I0nmxTxRSRLsW3G4s+OAFJH6YNVmLXbRMY2LrLsWVG2Ak84z05oKQ+62JGmyxmZSwJafgMfwxz/AJ71HDDJLex2ltaxQkyMkMRbbyRkkknjv/Sr8mlv5Imutcs0nJYxxEtMwPYHp8pA5wD2rHP2cayDLeSTqu0mVYwpbpkKTz9KL3G2i55FzEyPLZLLHGC/lvJwR0OQh5xj19O1Wk1OxmjDTWT2iZIIg2Hce2PQ+3FS2M8seoG6s7KZkKvlvMDMdxJJw3AOT7ccU1rS/e4luBbyTELguy4ORyMDoevYdqWiC9xtzdT6pIIrSWaONVHysqhto98+1Plu1haO6aEtEn3WhIkAzxyDjjOKoQG5/e7rIrcKpO+OLytjE8cHr6k1K63SFoUdIhKhR92dzEjJ6Z/QU9CL6lKa8Sa7jEMySRof3ilCN3qv9OtULi583XRKymLcjBVQbcegrURIrGOMRwzXLg5DOhwD64IHPfHU96z4rQXF2buC8kN4pZgsoOc+4xkUhmi+oWseRLGXdwCUdiwOOOQAKxruUvqMEjRcBwCE52j8K0pFzO8sM00j+UXkjHQHPUDBJz9eO9RC7eWQSI6Rso3SbRgqfXGfpRoOxoWssbSkNIse1Puxxn9a52KQLrS7I1OW4LD+n/1q2LK3+13DSSXMSOOM8AnjsOornzFdx6xgb5F3D5iuMfSgiSOpR5ypedfKKkscIOR6gnt7fpSiTf8APF5CHB2ySlSxHQkY5zjP/wBas26lWCJRcNMAPmEJXqOmeo496hhvleQhWkJBwsOOORkZOOKCjSae3dpLZFikaSMYZVRRkjse348U6Sa1Ybp1k8glQySpkRt/vdP8PpWHdXLxsZJUaSRG2sVU7Y17Ase9Oku2vbRLdIJPKLcxtIEGcfe3d/8APFFxWNJrpI0DLKZTuLBBGenPOcEVTuNUmukZ4omtdrYJeMoAcfX69qZbSxajctaWypuWJsPG+MtjoMY/TAqFVuJZH8i4kUJwYjMWfjrn/wCsKBpkSFWl8xpsuzEhApbJ6DoMYq55htyyx2EhWM5JSQk59cAcD8fWiWyaC2laZZowRjIXdjPoD1/Wq9usBjaO2W6crhXLybcAdRj+Env9Km4NNrQ2Y7xoba4FrawoHMZRzlgd3BPJ7DselUtQkjiluI2lmkmUArumK4BAOMDv6nGM1G73MjPDF868HmVdoPPOR047DOTTtPsZZrhowyRyKDvPmeYQv8WT79Oe9JtLUizW5Qv7m4ktikgBkmISPr8qjv1rQ0uCC1skWNbdpeSzSMRkdOCP8Kr3RFxqX7meCBh8sayDcNg7Ae9TLBIDtubiCGILjztxU9eir1NC94FHQjlMlkzSTRqivlkIGcgdwAf/AKxqzBeyTRGMTRkjqrRK2SPQDvVdzbzyxiO6AKIIhhSAFHrnr/Wrlro51Bj9mhiLgEq1w+3Kjuo7/WquUokdxNf3lmxlG9R8ow21mx2HBqiUurqA3Ko0kRJ+eFduw4AOe5PHWta+sVW2RLbWIJblxhbe3hyFHue31rU0Xw7NGkUckj7sY8oN8pz6jvT3B+6YFu9xMqM8ytGMlWcc/TPFULmW4nMjJGhQZJyD+Wa9KvfD5gjVJY1KgegB/CucudBYIGtrp4sg5RsHPuff3osNPQ4/WIWk0uOWRG/dPhR0ADDn39KNDtmk0KNYQnmtIxaRl+6Ae3vW7q2judLnSWYs4BO0euKx/D0sX9mOjAl3Y/xHr6Yp3vERbS3MNhdvEzApES5Yk8bSev4imxSTafb28DuGJjTDbcYyB3GOKXVLiNNNvPssbM7RMXkLc88Zpzh5beNXjM1yAAOuVXHvx2pA2R3cs5uRAD8p6lWLAk9sVr6XBb2UeCV80jv1A9BXL3lzJaMzJG5uNxbpg54wABj86xJ9W1EzMZXcPnOVOMVdkHxdT0e6sYLstlMAcYJ5NZ4jm06CSHziinhGQZ/OuIn8Q6pchYjK+F7LkEn1NVxqeo7CRNIUJxySaTjca0Oxmu55XBj+0PgYLIcgn24ormrW+u2hI+14wxFFKwWOp1eze2vwjxlCTnDDFVWXcjr6ZrUuQL23VlYF4yP4s1lJlZ5Aw46jNcEdLo47NOw+3ilnRxHIu/Zk4+YgD1GOgrWuomWOzsJGbfbgtKAeckdsdqg8P3qQXTJtbEiFJSJMcZHNdgNTtEtkt1gtjNI2JLhQQXVf9rsf/r1vSWh20orlOKeyxcmeOfdGyENuUHkfw5/lU6aXdm1DrHKVCcOV5PJxz+P5V6ZFHHNELiysuX5f7QVSKQj06AnPv0qWKX7I8Y1VrKK0jD4jgXK7jz8nqM9TWl7LQ6FR1szz3S/CWr6rI6xxophAJjI+9jqR6V2k3hJo9As9YkjCXcSCGUMuQ+OFcfgR+VdbZ6zoFkgmh1BQrKAbdEXJ/wCBY9/0qO+8WaPLbTwYnudPC7WUJxkHPX29KetirJPRHOavpun/APCP2mo3lrbQxxAAM8xV5j0YHA6/yqfRLHSYNOE8UatHNg+S4EkgPYDHr09/wrMuZNG1porUoVWKUNh5sEpz0wMZ5BxU1/4g0jSprRdPj8qOMFGYBd+eOc46dsVGtjVOCNC+v4YMCx0+aW5ZGMYCCNQQAOSfvH2/SvPfEZ1E2k4u58APkx7i+WJ556D6V1moanY6hpGLi+1G4uc5SIKqKh/vZyQMCuU1bXHudIvLITLNDGFZftOPOX6EDke1JRaMa9SMoNJnnsjfvGG4D6KP8K6jw1cyx2ty6bQU2kNtBK/QenWuTlwZCK6PwvdXMX2mO3R5dyjKBMhvr0PAJ4HWqVzghK0kdRFLeCYPJHPeQ8guWVRk88DuKz7s+XOohkzAw+Z5AB04weM4BqKWSUW6WqZCbScDI79Mk9Oe9W82qQQfarqVQpOzahHmAcn2XnP5UPudGstDlteZ2s2LiLarKQY+neq+jH/SI3AOFcMzBc4HTJxXY+IWtIfB8bJbks8vmBpgCSuCMfTOcVxFveSLzEI02gkbVxz1o3WhnOHK7M7uPzZYGjgaW4MIV8vEq5557cDHvmoIBBOjIkIVv4PlO334HSub0fxK7rJBLMwaQdNuFQngt7/StxLW6tLW2jt7mWWRnJneNgoRT056/j7U2mhuy0MG8tBDrF80kyxtkfIeM8Z7nIFdPZ71MUv3yAhdYhnCfXoK4jWEkTVpC7Mz8fMzhycj1HWugtLyOe3hgWB3u1RQhDBS3sPfHrVXdhLV2OgunkNz5rOjPvULGr5Kgkd+3198VKt1Y/aZGtplRwpDBpQ+3nsTyB7VzsU8tndSqzsGYsh80H5D79t3uDTUEdvel2tLN585TzIzIPb1x9cUlLuU49jo4L+2S5kSK4jIVN0jBc55AxkjjNUry7gfXg0kTxkorNAADuAz35/TFJPHA9u3n2EUMm5RIU43E/dGMDvn0rBZBFqtq3mrglk2iTJjHHDckjvSvfYXkzq49b0/S4W+zWTo03zSl3LDA6Y685NWYfEDFVe1s4R5jbWaVMbcc9G59Pzrnrgm3haRnLcb4RGz8geobr9KrGaUQbvKt1eRvLlZX3M7Y3YKjPb0qYt7CS01OnuLifImDQyvNg7fL/eKoPoSBj6E/Ss24vJJ7gEfa51xnymTIIyT69v8ioZ5rgvC6hY7VtqLC4UOW7DjnH0qvd6gz3L2lrPCbne2FYlQOfX07Zq07gtDQyIt0lx5bFVwScqQe3/6hVgRTpKDIEV5eY5Y87lz25GOazU1O5j8uF4o0k38EkkA9z34qw97JfwusdykuMb0k3A456FhjH0NMdzTe4WGQyRDd13FflGBwcgZGev5VmEQufMlZ2hmyTEuWOAfbHJBFZUd3dwXTW10rIXT7jgbWGMYG3+Z9asbbWOBS4uILZlJaGMD5Hyehzx0HqeeKL9ALcmpWbbnht5NyAhWlXcox04Xn8OPeuXOp3D66gY4QyDKjjNbw1C2mR8xjznXaxMewOP5sfUnFcvcRtFq6TmJ0j8wEZHGM+1JtGcnqdNcXDugga1tnckb085lxu6DJOc9OlVjpsPkA/Z1TYdjubg/M+cYxwPz7VLLdgX0v2SMSx4PlzB+Rn/Z9RnjioI5rjzlDmOLPCecg2kt1PA4z3NBpe6J47ZZLaW5tiIYVUgRqc5dcZBz13df5VQFrJLOZBLMhLDgxFgo7lieoGOKvx6dKMG5YKQQVTJAcjoemM+9SNDN5LJAQUOGkk80MwA7EA9OtMCMJDZuyxpiN41Cur/vXx7HoP8APNOt7RRI4l0t2lYB9sHJyf8AaPUj1PFTxzwMivb3nlFTtJPX3HBqaLUr9LnbJqCJGw+/GjM2B06jH60ATIZngliWZjLE3Pnth0OehHQjnGKoQ2ktnG8k0iRxBm+/AjbmJ65PX9faludRgS3NtaKksbMM5n27ee+e3tVJJ5Hu2lthaE443yE/iQcZPpT0sTr0Lq20TOsxIYMAqxxFVxzk4Hcn1PNat6sem6eQsccc9380m0YO3sCAOg/xrGMU9rnULgJOVlQLui2H1PQ8+lbV1o2sTQTam8D2rISAZSAcdtvOdoHHSsJe9KwtZaGSLAXsAuSwRkwm7Ycke3vVC2huLWaeWa42gsFj3JlWbpj1OfarY1MyyW8SsDcRsVAXGC3fIzUyPbzTlp7xInA2xrFCVYeu3ONv1rfRaFXdh8lq1tA0j7Imf7y5UDnGTnqO9Z11qr27j7TJLcNECE3vnC+noAfSrFvb2SajIjW5+clozuYu59SOlI0UL3Dxw2rJJtLtPKNxB9/TtQCkzS0PX7afi3jVHGMoV2/r3rprfW7bzMS4Mg4yhxg+9efnTw8iv5ZWYv8AJMJi0fsQ3Tt3p8+mSzAx3M/74LuDIcE5zg8cULRha52HiDxLa2dqXt7nzbpvuoxzt9/8KwLHxcs8G67mRZc4+Ujp+NYEvhhHZi95I7f7Tgc0jeGNPCjL3AOMEIVbp35qpST8iuWx0t1r+lXMUo+1BpDGVCA5JOO9c9oF1HCJojbByrbgzHO3PtSLpVjGYhCkiTQ4KtcAAOPTisrTLhorx0VcszNGOTjOcjPr3pK1tCW1c3763ih0OedZdzXflox3Z+Yt0A9vyrRgvLe3uN0oj81FwkkxI3EcZA9Kx7qYQ28KSjlp0YqV+Y4PNXpdOnvbcPMIPJBLRbSSQT2yaQmriXnk3MzyfaZDIvyltu9GJ5O0fSqcWnItvJIVhXdwzE4JyfTtVlraS300CQyqquVCgAcY5OO/0qddReK1KtGjQj5SUGXx247fjT1DcyLfT4Ek3m1eSbOMAcfXNW7jSXkNv5cJMmMMAoCjI6Z7Y9ankkFxaqUE8Shtw2uDk9OQOtXl04TW8ZlnkijTDEmQ7m9BjvSuWtDEu9FtreYRm6i3BRn5e9FWdRhsXvXcwoC2CfNJLHj24op2JJUe10+9WNroOMlCAwIHrjr/AEp2p2yo8dyhG1+M1ITHNYxjZFFcoesoCmTJzgZGB6YzVgK1zYPbtDJDIBu2uTkH8f6VzVY21RjVWtzFtVkSUNGcHP3gOa0J94En2qR2baTlY9u0Zz9MYqlEJBLjoMcnPNam6OXa12yZf5SYiDuHYEdQf0opO9x05NEzX/2qEgXLmAfNGpcsqD1NRTCGIxrLM7NINq4U4PQGs5o4rbUHsrd5BA33vMjOOvC/zq7aRefITfxXCgDaskHyso9G9a2Nm5PqVnuWtnkV8oF+6VbfjB5+v9a0J5r+4g+1WzWsiF8FT+7XcOv40LKlvstTKuoRxhiEeNQcfwnIGcjuDTIwLGKVDvljmH75XcbQfUe9AnJ2GNb6zLulNtIWPXGOvoMdfrTxptwQjTRTiQr+8kkIXP6nisKzvLr7S4hvfmLZji3MSBxyeRV261C8aIFLi7DkA5VBx6jn3zVeoryexcEOoB9g2xRrwWd8KPQjHWpL2xglspbgoJpkTBlRduOOuM5I9ayILC9lxJI8dwnBAEu0uDzxj0961YNOmmgCwQoZWQu6pj5UAIIJ6sfeplclo4ebh/XmtfQWT7RKrMQWjwNrAcj1zWRc5WTaT9a2vCjONagRYUdm4xIOASMjOf0qehEdHc6fTo1SRFu7SRmYblRJArY9SxB/nUt9c6akryvFMzHH7mScSFR0xuAA/nS6yiPaPOLfZOWyz78+xA9uOlcbqF2sCqol3yscYzjANCdzpjbc1PE2u/2lYGIRxxRxBVRE6ADp9frXJWshYqN2CTjOfXirBtb+bzFa3kZmUgRhSxX06VJZ+H9TDqz2bRJnJaZgnH0Jq1oTO7dysNIkSJiZUj2vgFmw2foP51vaHqU9mwtrm4jZNv3l+fAPY/8A1q0oNP2tAk72ikEoxd2kIHtwQOtakum2UQk81p2GMAwIdqcdQ2Kl1CuW5w2vBF1VtoXY0asAhOB711Ol+cdLguGttgQKYnVs+YR0+U4NUNRj8NxToZ4NRnk2YB80LjB6Gr8QsW0qC7gieIiXy4lfL42g++CaOa6J5bdSWytV1WSe4EDyNC2GEoAyev3epPHrSS3V1DLKWgQPEf3aZ6k+h4470h1GSeMx28sgZcFmYnawH8vxpQ9pHFDJcM6lgW4d1HTqWX+tRJa2KhdaoX7d5iG11EGNWclpM9TjjkehxWLeXLTwWrSySSywSBXkc5LZB9uRkVqQBJFVAd5IwCrbgxPv3rO1K2ma3t5HlVgkhHPyEgf/AF6mEt0aVab0bNya3tzKkt0JZZZ4cOYpunoAOuOnQ9qiN3aosquUtWxtQFRh/cMTxj86oM0ty7J5xEcahsRuqiQ4HG4tkflVAWBZmMlnbxjI2gDzWI755rWxlZG9DCTG01rIw4Leeu1j68McevaoH042l2p8oOCf3xSQFgOvZsY+mcVRsLeZrXdZPbLNuDKAvlr3+VgPUdz04qwbu4jgYqlq0IO2Rs7dx643HIp2sLlRMyqlnIzwhpEJ+4PmxnPJ78eg9abBewXwkCw/aGC5DElBH0ycYxin2q2cIfyowtxKp2SFcoc9WAyAfTtntSR28iQMtliObfv3mPAOO2O4o8wtYp/bZRcrstZ0lRlG+NTtfHA/x/Hmrchk1O433Ks23P3xgKT/AHRngVagXKEtbW8cp/5aQsQCPp/+um3tyLNdoj3yYB2E4/E/T0rmqVm3y09WYTm2+WG5FHb21sdqYLsM7Q2T+vJqlMJ5bxIjiOPG8ru+Y/l257UT23nPHcXUMke6UMiO2QxHTaM1rWs6PLbmfIKHMgZAMjPBx2+lDh7ODk9WJ0+WLb3NO30uJtPYz2sIkWPfvZcsGHfJ/lXL/wBqQfaPJvNNilXnayM8WfXuRXdapq9tBA0cREsjg4x6GuImMZunEkMaksqKEk3d8AkdBk1nhHzptkYVyd+YuQX+nXkQt1a6gjHKB/3qx/iMHH1FRWuihJ7mdLgZRd0ZtepPqRwfbGKYknnyrBHbY25d1V/mDA8ZAHAOD3NT34WE28tsZluZlMe5pRkYGQAD0x7fnXZqjrsBha4h81dKWQsoQvcgAtz8zNjocVXujaQzRhCjbQY0jjOwKMc7QOpA+vXmtGx1Yx6aketIpBGDGQX3AdWLDkHpjqKpxDw9dXaXYnKxgcRyIW2Y7A8YP1FNt2GkRPHa3EPmQabJMMggz/Kit+GK1LKG1+z+bcWkBkBOI24XpwRjr071FJZCMx+Uk21wWO5gUK4+XAxz71RkdZtVZIS/lxqDcSY5OOAox2ycfnUylpdCkWZ76OC2jE0q2kKSfutkRkVW6hj6VNLqN/OFB1R9RB+8NoAXPc1IIHNoftk1rBKQWhgUiQcdiemf8KrfYYRqiy+Qq20C+aU2gBjgHAAHJJAqIwst9RJWXmOxbQXS2rxIJl/eEZ/iPHB78HmoJrJJp2kaBTIygNjg/TPeqZnZmkkv5ftXmNkKVCCLvy3b6Y5rQS4uJLOOW48mALlmkVDufngYPA/OlOFVO8GJRbd7kMsnlBDN5rzbdhCyKrqOwzkcduKeZ79AZgu1B1Kyq+cnoe3TjHtUk97pFwEtpvllUDk/MD/hS6fpcYuZHaRHs2jw5DYI54xinTqtvlkrMdnIjkuEkhCLD5XyksY8KFH6D9BXNarrO+S3trbfEY87i38Y7A10CHTraWb7ZPE53eZ9nVdxGOnyj+tQaobTWDmO1iAHIZ8biPYCuhdxJ20MuS8u0iyEy7DjPQ+w9afYjWbufC2wjHRmfPy1NHaJGfIiWUqwBAOHA98da0bbSLpN6XEsgtxyAZCjD6Ui7jYbC4t4hDco8sjsWDB8KfbaegwOtcvGjJFdTpkPBOr4wePX9K6U6WiQBkcbhnlXZ/8Ax4jJNZuiwzT3up2bMCGwpR/emiHqWCsMpso5LlWSWfeGILEDBOMD3OKupbTuy+WqBs4iD5ZmUHk46e5z7elZto4t7C0ji+a8geXzC/RSowOB14J6+tbdk8smJPPk3bDicLuCjHIA7nr7ClsKw+QSyXXkSXUnlRg5wwU5IPQgD1Az+NZi2/2No0WJipXaZixdnbvgAY9euasyJbPOtzOXkVXClXlw2ccEgdvWrKzpYwrM7um4EoJDlfL9fQfU807sdkiCFxBNHELRpOd7MIwGbjqewFWZblI5jP8AZyyqxAWU/KWx+uM9qpXs8V5kR6pDbxNtDrG2GfHOPZe/qT1qcWsDwm3icywBMsoYFvwB6GgEyrJbiZzK9szlucq+0flRVt0lmIa0spRFgDBfnP4UUAUNM1KO6jkkN8N6nPlyKHXJ44B5qZLqBWuEQxi4GVU5KgH2UtSNELVIwYbIRxz7S8wUFfQgdcdeasQahpwtPNnhhFyw5aKXJH4YPNRKzQ7JoiEn2lfOTIY/f4xzT2gluFZVRXJxnHBC9+RSxyQPeCWGWaXB+ZWOQPY9B+VbbGweSCQ7lxgtDEefUcdweK50nGWhMY2Zzs2ozIFhkS4GwBFMbEY7cmpHDxRoXgnkV0yU3ANkc8k/XpVnUFbyppzbhY7idSXkOEjA4ycHPT+VUlmG4yXNxGQ27DGQZZAOqkfwn866bF3L1r5Vq0x2KsRjzH8xGQTzu9MdSKq3jwSCNLdo5nduSwJZBnsOCBT4pk1WZhZBktVUsZ2GUX/Z/wDr1AlmP3paVdz4BZhguuME4HOOlKwnJXsWbOyt1vDDJDbs+dyt5hYDHc9Tz7VY1OzsrfNwUiZwwyRKRjJ5GewqpFb24gEcKSpOGA+0btnynAIOR0FOOnWtrcTBJGMQzHvOFV8e56igC7HHA7lLd9kDr80kkoyDjO0Y6H+YqxbXccWzyb6NHXKMgYEEE5wRj9azHayimUru2OMqsEXOR1bPHbA6CrcafbR5MaNGwBdOMlsHnpx6VDYrXZx2sLHHfTBYkJ3HHJx1+tWNB1OSC7hiKo204jY8FPoeuPaoNdjKX8obqG+lZ2msft0Jxn5x069apK6M4Ssd9cXNuiXKP51x9okLMpOxVI6nJ6Y/+tVCKKBFiuLS1gSKXJSUx72YjhuWPX3q5Hp0bW7vJaCBo+Ygp3qo9SuOvrTra2e7iiggHm2kAMgkiXekkp6g91Pb5hQkbX7Gfqct2mnzsJ3yoHyoT8v1IwM/SuRgeR5lMpZju5JOe9d/qV5bXOj3TMuydkPAGOeOvYcV5/E2JlYADaQV4zmnEmTPQZPtCQ+TBNHpytwsPlmSab6jsKLZFsrdWuJ51vJPmL2/AA6cg1WjuC7yTmR1nlwzt9nySuOi8/zqRS1nulh04PIY/wDXXUmZJM9sDgDpUlIw/E00l3fWck6MH2lfmjC4wev61oXdmy+HdLtfJR1khaYguF5c5yfwwKzfFMlyY7OWeJU5YLt7gAcH8a3A0yyPZRHf9nt4VGMZyUBOM/Wq6CukzPhhljhFqbSPbsO58EhD6gngk5H0oOlSte7ri5CyyEgWrSbCyegDdegrTSe7uIJ2lieMxBTkx4bJbr3+vtT7xJRNEiOssjZDF3Dlj35A5GPyqE25NmjTUEVH8y2vIi1tKj8s0SKd2QM8dM/hxT9Vtpr+GZBLGzRWwJDAGTd1OcnOMGp3gk06SIrdMsq5YOAXPzZUAAc49qglv52dYr7Tx5kpKxhYxvOB2UHPHucUoxtdlVJXSMmKxtnt0nuCqs2F3lM8jI4yMdDit/T7SLbKkZbyfLKEg7MDoeT169sVQsNRjsNPaKeN5E3MNpI2ZI9cdfxFRWutb72KOO2miyNqsSFCp7jpjFVq1cy5WWnsIzA8NiNnmfLLIuc7gPl57gemarfZ5rXToYrnE2ZGklKcs/boQfxq2ZY76O78ktLBgL+7yDkHB47D3q5Z21u1kl1JB5cRYqNhLEj/AGckE8+1U3YGilviv7VEnjPnKuIXMexGHZOoPHYenFJZaZdCUSSzzFlAwiuPLHuAv8q1baCERC4VZFjK/L5n3iOoJHY/rVWe/US7Z7ab7NjdhSyk89fQ/mK5J1JVZclP5sxqSctIle9vDazLa21vLLOeXwpG0HuPX6ioknuUg8sLDAgbIMrK8jHvnpj8TV+bUoJpog1xJGv9yK2BZgeh3MWC59ahMkc6CRFfcZfLCSyBkI9Rg8sff8K3p0VTVupcIKOqKTCFtS85S91KR82cSBB142kgH2qa1kt5I5BCGQMhfLZLcnvn+VWIILp5JIIikbcOsaygEn2AwB+ZqO5tDaHDRzF9py8nrnt6/nRWV4NBP4XcYYlUNI5JUD8TUUMAdVjRTDvO7LRjBHtjjPbPvTHM0du8rZbaOAG2nPse1NFxeTonlxzuSMqCo4OO5z/jXPgo+62Z0FZXHXKQR3jRERKiI3KvjcfTAzUSS+ZJAbeRNsSsUaVSWWQ98kYxUzWzNIY5IH3ugeQE4VWz93KkAN+fXmltNOuw0jolvA4A4KMX69CC3PTniu1o6Lpbk0U8NvKLpy5l2/NNJAAFX+62Dg+1OhsbW68y5miMkmzzgrHC4B+U8Y6+/pVRblJbsvLNFIYh8oaEKrEA59cDjtT7JCZZL0zvO0g2zLGcFgRwMEdKCNzTsdQkAladoRZKhaVN2dnbn3yR071Vil08XRS0srkxOo8xS259+OvTA+hxirNrBDZaZzbfv5gsixsFYg8gEgDBIH86xZoYZLdxJez3cobiBTjZ65APIHfvScUyozurMu3ljbshjiZQiMCyO2QnPGCpwamttzh7e4WbYoIDp87Bj6Y/nVWeCSxslRbPehYPvjchDxx/+qo4Jt6OsckLOpyIlYIW5757/jSS1E7E7QGBmMBNzIg3De5XGO/PeqklvPduZrlpJVAzswTn8WHFW5raG+TfJNPaXC/Ly2cjPQYNStFGllIXCRwx5UZYMGc/wDjn39KrUL2MYWCWUokRGRnUfNjdkH6nFWIJBK5Nszjy494V1wrH6Ac1et9LK263UUKESANhJ9oHrgBemcfjTmvLgEwraQnO4fIQd2PU8bfxo0YrvoN2B1Q3MatIv+skZcBT2wB9481eutPlSzt0dUiFxzHCVzNKvqR/CO+Oe1QWSO7+ZKttDcR4PyI0u4DkKeeB7Ut/qLid3N7FHey58x1j3tEnZcnp64GMUegWb1Y/7O4lBjgitoIzhiwDF29KzbnULvy3kigUxhgvzPywPcD0q1E4eyvGmm+0MYwisxJUM3XHvxVWWSdNKnIKxSIdqAqCfy+lA9VsU/t2tLEXigjWPJAYOADUGmWWqNqE13vSH7QMMTlt34VpWj3M8Eb30bkhdqvvynr07U25vLm62Ilo8a+Z5cJDYVyDyfrjk+1HoF2yj/Z/2LxCbeS5STcpkaIJgg46Y6c/WtmG4jiiYMhCsuNiFjknk7iOMewrJgiuJdYF29tO0camNmRslgB79R71p/bmiKRJHI0b5Jid+VAHXFDdw0RDbzTXl2JvLWWRQQSzKCF9AO1WZLPznlluUfGCxlkbOB3GPT86lktE+ztcKkWyZQcbMMeehPWs2/1KVXihigmhYjBkhPKn6Um9RJ3Y200yzdDcOF2qSCUX5lx3zirSIk06SwlAq4RRKCAfoe/0/QVDpV5NaxSFlCxMSBkYLc9BmtSU6fcM8UlukMpQeXIpxj2z2NO47XZpRWsccSoyTFh1McXy/hzRXNSW+qo2211QrGAOJMkj8RRS1D2RVW8RJZXSK3kycB5Oqkn5cHsD69M1d+2ssUjzWKRSMWKqRkZI6kjtVLzdMtYVhhbMhXO8MCQccginxXMKQSR/apiHOWBA6jPT0qW1sHIxkdz5t1FOinay7ipUtn2x/KtgRmO/t5ysoxyDGuMr028+x/Ss6yuLezjeW23xs/JwPmB+taaXsknkSSyAp1bdjPNLToaKKTRdmssxbGkdXQGMMsmN4GCGOOOhrD1CJ7FC32Q3K7PnkCgMBnoOMH8q0ru7aK3USOfNWRgi7eHTHYjg4GOOtQXmtxtp2xY0YS5XkjHTn0/yapXJnBIoXb6gsYh3pEI0DNEqDCq3Tp1qlFZsrfvw5LLuEgI59yWGR/KtKK7tFtpZI54nuWVFeWLLNGMAFV7E4HXtUq3luJ97W7uzKAHdAu4+vXgfWmyElEZCpg00zRakw2H51NsQ+OvU9vTHFIk2mmXM2oxKpygkkG6UZ9wcen+NWDHPDAcyvulOZLeQ5GOvHqMelO8yGYS3SWMYjXiEjh89iB0/DrUXByXRGg6W9pAHsbuKaNsZyAGDAHp2Oc8/hSM88NuJSWmPLKW2qU44AzjjvXOjVLeLC3biU5KhgCF3f0I6Vcu9MvZJEuLQbk2A7JJGZufY/wBKLBzNbnP6+++9diwIYA8cise2fZOpBGQRgeta+uwvEVLQvG2ANvLVjW8UrTp8hXke3H41cVZGcTv4Li4g+V7aPyiQZkDHc5A4Gcn1q9YWzNePBb28cYdA7qHKKvtuHJbvx7VlWB063nHlpdXFwp+RPIdgCfXsfrWut1cC4iuLt/nXcUhb90qKRjkHOfrSuaPbQz9WuLp7WaKRZjGYyCfvZP8AtE81xEKNK4Cgk5xx3ru9Q1GOeD7NDL94MWkZSQDj7o6fnXL+Hp4odWZ51z5cDlMdc4/+uaECV2kz0TRPCeravAm1WVCoBaU4UflWvN4EgtHX+0ZUaU/MRGuefXJqlo/xC8iK2SK1kmcqFGOQe2T6VBq/jm5u2lYQLGeRuznIHU/Tt/KorRk46M1qxioWg9TE8XaBGslvDp8UckfCiIuF2+9YYkDa1dW905QRsEXZ0JXH8WD+dO8Qaldaraz3BjaNEG5C5AJHGCOazNJuJJL1Cjfveg4yTx6H6UQUoqzdzGEWl7zOsijSVZjN5KiV9zMjAb26g5Yj14qP7U1nG8VjayJMTtPmlju/2iemM+lKJtVNhLbPHAsRc8ynIC46YHuTxUiOIrZkIwBy2whM45wMdB7U0+Vmkp3IraWc3pkllH2tsq8scpfPYc9Fx6Cojepc6s9lFBuWEhVMq/fH94HtznvzgVoLDDNBJcqyRJIQxVWwC3ooIwT61XiVXuW8ye4DMc+QOAffPUj6U1u2HMpRRULi3mvoGuxDv25VovMV/XI6mp2jtpo9ksc0kQ++7jnJ44QdMdf8abKsy6srwrNJOIgy+SApGRjIDdP507ULrU7d7dba1E9zInmSoQuVb3I49aIvSwpL3iM2cGn3DQm8nkkyQgkidlI46bf07c1PbtCLnzTdhoSCAcZlYjonGeR/KhdYu3PlzwpE6t/q26EYOT05AxUA1LTNgmuIY48/djjIBfPc44X+dVa6sCHzTXN9JsSRFZSBtUrz+oIPf1qZ9RuLdgs0Esif7bbc+/PIPuOvfNZ8V21+zJFaoGXgglMKo7AnP50C3ubAtvsw3myLiYysevGPT8qIpQVkTyps2UuYLnQZJdg8y3AUgjrg8Z9uetZaXlosaCOaNJN2UijGAFzzycfQenWpJWS2tbhZS9qbkKm8uSykHggGpYRaGETQsb64GFLI8acdyc8ge3f1pc1iowsQ2UYmmUQtJJIjs+3eFLAngbec9evWlis0j1FUD3IZsI7zxNk/rj9BUxSyMzGW5Ekm/cqNtTy8DnABweD6iobxpJZgYp75xGo8vaoRT6D72f1pNqSsEk0zR1W2bToxFHch3PzHYMY+hrFbV2V/nt3j8tgWdUAOfTGAAPar+oXMxnM09uxTy1zsc5Vu5YZwR7dahjlaw1EHdDJBMNxBXhTgZwOn4VNKChGwStd22Gfbbf7C5MZ/eHYyqiuxPXOAf1p8OpGFdlvvckY8swMMg/if6VYIlc3DNPDBIY9gKpgxkkdB0Y49ap/Zbs6iLFvMuJcDM2FVSOueODxWhNmyKZhGiJNEltEASMZfYPcf060y4NtpsJmm8qaMDjYWy30yeMHFaN4LK1KWpujGAeZDFlWf0wo4rL1K2S5v7S0iKPFF88pQEAntwaYOy0LVldk2FsuoqNnkhN7diTxUj26WV2SJYWLpuWFYdz4HoeMfU80kKhjJDO4VTkLudeQexH/1qg8+JZY4BeJMVzGVUK4XPUcnjGKATS0RbtNWfYyTQxRxFCyxhAwbtypGc+9ZShPndRbGbsFGxScn1GcU86jFbyyR/wBowecvDOVycDkKMAgn6VJFdF5gWCSS87XQLID/ALwwMfjTGyCO7umRIjETNI+FGAePofTqT07VflgurnTLR5YU+0JuDAxb+PUAdM+9B1GeHzFF1IXXIBgVY41HoxI6/Qmo7XUZ7vS5VOokyBjuPzZ5/HnHY9aT0EvIfHcSaXlWmPn9fs8eQsKnu+Mjd3xUF1qKNaRfbPs12N+3ZsK4B9+MUtki2qt9m1YgL96MIXbPvxn16+tPkk8y4ZTPcPKVyT9mWJD9S3WpKVyc6rp4gSBGljjX5fs8QI/PHLURSC1RY2ihiSTLCI8Ej1Pp+NUvKtoEEj+ZuU8NvBJJ9DnIqeeYC1haeOGLchBZyCRk8Dk9cfzqkTJjEXUr++EcUh+yBj5YiQFXx6nqB7+lTFpktUkvrs2zMxPl2qhj74zz+PAHvU9hdQu6pGSwA3HyyAoA6Rpnr6k9KjtrXIN1cyi1kZ9yEt5rNzwvpQJS6FGZQ8WRbTlDgq7vkqQep9/YDGK1dLgDWqDd5gGSqqhBPr9BUl7qCWCBZEkuJj952UKo9/c1QN3JcRMrloFY/ez37DAOcUINWWtRvjBOixGKMovzh5du38MYFUbvUbi5ZEiktHLdVlUB2+h6VX26n5zQkW7MOiYxuHrz7VLb6XDeN9mjhQzIu+VlJ2p9D2p3FyklvPJ/aEaXhYI67QMcI3bJ6duo4FTNYPLOD58b3EJJTecZGOue1R287CVoYkj3J8pjkO7p3Hp9KWe6eW1CQQmZSS1x5X7sDB4U9zz/AJNIaRYuTeGyhlmCXIaXY0ccWWCnvnufWn3Ohw3SGeOZ2wTk5ztPoaqrPIIAZoJxCxPzKwOT/OpoLi209ZZUW9iQffXyiwOfagUlfYzozc2u6IagVXcSNq4B98E0VDc3C3c7Twm42P0wq/1BopFq9jPlhtJ0BW3QuTkSLJjNI2j3UJGzEUDqC7SP8q+3rmr9lZRRyhbiYltoZQq52g9ee9bM8VheXS3dzHKiRjCrj5TxgnrQ3bQfNY5+106EuwkuZFCg4Jx8xHXGe3vVy3s7EWzea0kpYgrz95c/56U+6t47wBFK+UrZTYxzx0xx1rTeO0vrBLeS3uRNGSY5I0x+H0NTLuLnRHc2SmQeVA8cOAyyB9w3D2HQ44zVWfQIFiV5MFUYs2/LDH69a0rWeSMmNicr8pDgjzB6nIHNSmQyymYQ/uRxgLxuPB/z70bFXuZnkWFjdALqCxMmHjjI3EDuD7VU1LV0SSONVOTFtMix8HJ9MdRgH+lWmhWy1CFvLg+ylsHcnIHXDHv9T7Vp2H2N7mAXRXOzluOp+YcH+dO/Ul6bmDZpKrsXcRzzLg+c+9wPXHAGffNSyJFepHLdyyRWaLtQJwMg/mT2rWmCNqrwyfZ98WNsjwbm475yOxFNurdr6WQtc4SIBgoQbc+2DmpeorpmX5kcMaQ2yi3hyHLOAxz7A1r3CLYWdqJpJGkdmkZ+RICe4547cdMVUhg+z3Ils54ZJwCGHLbu3PHB9D6VJcxajdXCFy8TRwqJAjDCtjls9cYAphJJrVnP6/dNLKkgaTLIPm27SffjrWGkrFwWyTnOSa6HxLGVaJGbcyRgcSbyPxNcyAC5XHbIBNNGSZ3i3RltQBLJavJFxJEp8t/cjs30P4VDqHlta22PJluZIvLklPzAkHr7bumccYqAWQutPtXlujDarGrMVAyX5xQ9pAoWZSVRvkzFEWL+ucev5UGrfYv2TpIxjWNlAXCnrweOM9vxrg5HaO7JT5Svygg16OmnNZpK2UlQr5mANoHGAvHGfauPTR9t3JcXgZYIyXIHVjnhfcnPakqkVp1Jb8zd06BI9FguIVdpHwGEh6Y9PQdOadepDIu+QM7thmXYSWI9xx+lW7AN9gMbOplBPmoDkRn+6Pp0pjrsfdgnvtFcc8RJTdzB1nGeplXUEbxNDbxrGpQ7lkjw+MenX8a56wOy6jI3cLzjj611jR2zpLiLczEvnvnGMVx8blb5VByQ+McjBzXXTkpo6YzUldHfTQ219bRyLehTsBKdOPUccVSjtNOTbcOpkt9uN4YiMNnqwPP445qDzrGW0N1cM6OjeWHDbTjkgHFOjvJmhiuIX85ZVwqj5WIXggnoeKdimkXnvJJFRvLtpQMiNmXaB7D0rPuL6SEEQw3ZTeTtDkhT7Z4/KnSX8MjvBCEilCjKtucDByMkdv61mT297JIGgMGXJJIRTjPbOM02mSkkzUiv2ku4biVpI12kE5weD0x1/wAasTmZWlmtZmM5wA5P7sqOmBjrVKVH3RRgAyMNo3DAJ4PWtG+sdPh0NA11Kig+WxQ4+Y//AF+KiCvK45PW46/uW1DQoWVgWUgE7thI7j1HrWBd2FlG73BEkkuQdwOUB/AYJ96t6fZTJprKbuZYpZNsQZR9Tjvn8aszWM0c0beTEw3BXBBHGO53fyq7lMLLTrKRDd2h3jPmSPvEjP6rtBzxUDXRjkhjW5KKGLGKZmXaT6bv5UzUbOULF9miiURK2DGdxYdxnkAfjRvvUs7b7RKjGYF/KMW9Ej9+Mk88YxjFMNiaWB/MmZCGaUqyFxkMvXANSXKmPVFmuokt7coqxxCM7VHb51OVzSMbq209WiuUCL6xbkT/AHSOR+Iq3HqUUqC3uSpJGGcHg5Hf/wCtQMhGpXEcipBFLExbC7grpIO5+YHI985qC6vp7u4W3uoohzjdAojJPp0GR9a2F0dGtdihzbgjdvcgfge1ZGoTWFvcujXImkc7WWEg89gSKCSKaGEXP2eUyKG5C4ZS3sXHH6VfisoXRYI5ZI4yv8YO+NuvIDDfn1AqK4ubl7CZocgMAoO0+aygduOD/SpNLZIoYx5rT3znl2JYW6n1PY0DehVv1JZECyySlcMwG7GO5J/lzUqX5ihaLTzDDKVCswO5sd8c8VPOovHMVpOphJy8oYZkOeg9vc0S/YtPU74UkmxkBFGF47npQTe2xQ81rTTPOikJw7vM+1trr07559xSaTpzy2QecH/SHyzZPy+nPpUU093q8trazLGF4JEZyqxg9M+55/Cr627Xs/lO8kCJzHlQVbHcHNDBLW5LcaRDbhiIJHYHcjNGAFPbBA6D1plrpMWphp5GTch+aONMIT64OCfrVqW18gCWR/NmBGTJIyBh9eR+oqeSZjlxBHbBBkS72PI9T6fjQMzptCt7ddhTcMh8lehHTn8aj8p5ozA1zDBEMs6xAAyN7nuMVeGqxC4hPmtEXYhYxJvjlHfbUF0WhEmEDtJKqKXhVhg9h0+lMTa6mcw0+RykhWYEY3hmkO7soxxjHapoJAYJURhEImVTJLH5ar9MeuR3yakEbwxyvI0TtsIEca7VA9yCe/GM0irP9lSS7L3CD5kSMAhWxkZGT09f50DViC5s7WzaFnmjWQk+aU7bj+vrTwlzAFaQzyQuQFkkBKgE9Rk+lC6THfWzXGqPyeURG6D6dvqeTU2byGza3tmja1wAolf7mPQn+tTcbK0yeTqkbIJ0LISskTD5T3yDnt396tvZRwqkJCz3LDfJJPJlizfdXnkcc8D61TOq3NrOVllaeTAxHFJn822jr7ZptlcpJflrudjMwyFkbKxk+vqaqzIbRLcs1hMlqLC2858qAXJA92wAMcdKI7K5vtPWW6uYvNjkKJDGcKcdQABx07f1qd76HTpH+3NcblYFUSLdwe+7pk+vbpUiI9wDLFI8e4hlYkHGeue/HXNMEovUyo5vMnFsN8mSAxVsnPX5c9K1IoZLopHBd7fMOYiUBKnup7/jWTaW7S6iziN2bzSwkztye/HocZ/CrojeynuLiPJdmLKq5cdgStJjsNudXmsftVtdRSEAGNrhU/hPv2zUS6jBZBFsxKsjYP7xSm8e7VsadbXcxeK6gkl3jd867cDpzmnXmmypG0YszsByN8n3fpihNBZlLT4w6/bLryISz/MhfkD+vvS29tbw6lc3D3cccLtuSJpRy309Kp3ifZDHvtk3yNjzZX2gHscZLH8MVE32e4tzFKNjkf6yDBBY+55NFhrsbk8txNLvDWkEI6EyqT7k571FsIZzPLDKDkjcoBHA44PNSwx6YISlsGWRl+Z2xkemAatNFpo0t4TYBbqRw7+Z99sdOew4/U+tCK5TEivYGTLQxr/dCKCMfnRUslzE8rGO0hKg4ykW4H8e9FMmyMA6dfDzDJLO8e0SeapyBg8qCPUVLAII2dINSAXPHmKxXHY4wQfxq9HHHaR/abq5CA4EbhAC4x2wPTFWbaeGZD5U1xsIOT5YGfzqZWMnJoqi1hMag3C7853QkBW/A8gVEk8yxzx21wJiRj5HLMnOOmTj6jmrrXVok4tUn/eMdp3oMqffFVWtYdNQHaEeQny1L7c+5B6Cl5CTvuiWSa9ifel5neuAjMCw7YPJ6H/I6VGmuOyCyRmuEUbi8KkeXx+P19KnsZJbVkEvkSszHa8eMjjsCev88VJNPcwxPKI4LmJWyDCpVh9Mcjnik49yluV7XzLsi4ub6WWAnaF6bwM5+X+vFNv9XspgymV2YHG1XIGB0GB0/OpmkguRGixPApIEqquS+eRu9qjmhmhkH2W2WSNSPl+6ce/GTS23NErbkVxe3E1rE6qgSEnZwd7DuCT29qu2HnTTvHKFjjnAjAQjvjoe54rOukupZFjaS5jH8IjiAUehzjn8a6W1gQ2rtJtBVVBfGG3DofY96egNXRdgiisZhFEm2OVcZJ/iHPNZOoRkatNArviXa4UKDj3/ADHerdxrFu9lNM00Kqp5bcCAR0IPv/Wqca3OrXH2hogkeAFUvhnXryQOPWhbXMLNPUy/EawRWsMUWWEDFZGbqxPPJ/z1rkzuRgMfeHAHNdrrEKw2pSKGFOOSs/mOfz7VzE18zwtF6DAP3Sv5daaYK1zo9GlKaWjeWZmHytGSB9DzWjBJf3TuxeC0tlOCkBDOfYt2/AVg6LaT3UEaiWYRISdozg88V1qLHBFulIDschB3P+e9c1avy6LcipUUVZbj2KJGinO1RwM9qoSmKckBAXVt8RJ+6wH5d6dMxYYGeeSc5rPBaGckn5T0riTb945ot73EsETS0LzSFt0nGVYsSeeo4HPrWqk1tdxAjK7s7WPRvxrNYpKskL8qwKnHFVnuIorcWsSbPJYOFRvmUdDjPUe1bqKrrX4kdFOPtVruXLq3e3YsMDmuX1Kxa3vFuY8+Uxyf9k+9dalwAqLJIk8LgFWHBGfY/wBKZd2QEfC74JB+VKEp0JWkCTpvUxLZGe6uIo0fyzEr7Y+QG9TnPqavxW9hIqx3HmGCEKUjL4G71PTms9op9PupHQZZgBHJuxx+X6Gry6heCVjHaQ3KyyAyb14BwB1H+Fd6aaTR0t32NOOOwEZYpdKO4Uq2f++ST+lMdYLeKN8RLtPy+YPm9epAxQ95beWzfYkF0RwoiLIp7c4z+VUbme5uY5DHDiXGGXYXRvpzuX9alqb0JtdkN7NKbqOWJEVnOVaKQcMBxkg4z/hWtcXEOn2dpa3NrE7g753dGK7j9P59KzpozbW1oZIod7Ntljj4b+I7sdQemKc1tcxf6XBeNNNOcl8hSPbnIzjqKpJI0SukaiToNq2lqjhQMCEHCqep+Y4FV1WcXpX7UklwcYhb+6O2D1/pVa3v3s74td3AWXytpzFlSM/xAcY9xWmYLK7JZI7Ga5HzeUsoUHPPAbkH6VN9S1Eq3tqC6ibUooY1G77Pvy4P1ByRWdJbtaQjdfTkz/6nfLgMf72eflHT3NbrzW14kcTm5hnB2sjxozxexz1B9aord2c10Io/szNv2TXfTZgY79PT+VUn5E7DIIFKo0tyYZdoDAgkt9QemadLNZWsrS/aIxLwpxHuC9h8vSq948C3DwWkc8jbh+8jfav/AAHnk1YmFrBtt5LbzZiA+1gCxPoW7t7EUWGRXFs9wYpNRuLlrdzgZBG7/gIPAq5fWWmRWKm1gCyLjgLgn261LPZ38ch8xxG6D/U3EhUr+Rx0rFvI70E+dLdhDzm3dWGPoKOZdR8rZduba41OE20E+1gu5IS2Tj1H+TUNnDHHMRbzkFVCtGGyevJOev4VneZEt5DcEyedEihWacwtkZ7MMH861opbbXGDNGYbxAcbvuuPXjoavSxm1JPUSBLyeR4IJ2LEHbHvQ9z0U546UXVtfWmWv4INjHiTaBx7hfbvRLeYKJdLbwTAEK4Knd2IyBkE/SoNRlkeOO0MT+bO2MttOF78jn86QXGaV5eJruYohuGOxGJHyjjAwK1YksyI50eSJSQvzyjyzngjNU3srC5a2wrmKJQJCcqVA7Drlf1qa6jt9XtuXDxxECO3ikVFH1J5NJeYGtPDbQRFltt0bDa0dsVkAU+vzZqm0MKxvPaXqhHIDxCDrjjBIzVFLe4jnRrYQCLduJY5ZfYY54NS3AJka7PmKsZ2P5Y6t0zxjPNCC3Ygk0+IXEwSxVp3UjdBOVVM9c56H2FTomozqlrHKAdnQyF04/DtUNttm1O3hnaR41kLGNlKL39Ov1rXvW/smcS2lrG8UwCsU+UjHTn0olKw1G+rM+S02X6Q20LuIyHk2Dhmxx16f4VamWSJv9I1JLKI/chjxuJx+tZF3e390pCLNGpUkrFtUNnoS33jim21oX0mTU1hEbBQvOU8zb3Ye+aaG2hBHcC6doL2UqTk+d5Wz8t2akhgjbURNI1vKyj5v9IBQk9gCelMgN5OIpnFgvmZG1bUEj8eCaY+hefm4tIwZV4JQFVcfTp+FD1EWbhbJTsgJhiDgSRRhSsg/wB7OQDTrOSHz40EMMW2Zisbrww9RjrgGq8XmRJGGszu3FVVYhlsdfoKujTJb2ZpwoEi4BVl+97exFHMFkNhEd5usZZlYrny5FYEoc9PcfWknt1ija0uIUUsu7rw+P4h6GllK2F0QRbJJICMjAYf0qJkkW38yR7ggP8AJJFghfqOf0qrmduVkmbqZgtt5LO2EYO3KL3ORxk96s29tPYhobiZJAf44kI/769P/r1hnUcRCWSZ5rYMQ4yEBb8MVoeRJKFELKtmfmCsWBU+nB5qWi0TPqF1HOfOMPkouFG7ZtUD7vB5/wDre9D6vD5TRywXEe7p5UxAx689B7moJLvTLO4DKEa4XhdiZI/rz6mo5bxpjIZJ7gYOTst8MB6E46UKKYOTRdTS/tQje3gcMpyxZ1kZ/qx5/Ki5t5mmUyW0kLrjEic4/A1Da3WnwuHQTRMON0hKg/hmrk0lpfxbpyjKueYWIP4nPH0paoSaZNFdQF2ugsbTRsAny/MSPrVCUyW00k87STiUkmQHG38KzAul3dyY7aSSN1YsPn3bvbg9KtPdBZZInlTG0K0Tc7vdTTKKNzqmoiYi1t5ViHH3Acn1oqdPs6Ltd4427queP8aKd0BJYW81wkyyrG2/Em9jhdwBAIH41OzWt0V0/wC0RzCTCP5MeF46lnHX9aktjDfW4tJ4TG652iQ43d88Gm2rWyzXCMJUV5D5qFRG6+jKQeMHqOnfvULbUVxtvaxveLcmdRBbofOKkFWx2/Hiq92sE+ZrxYxczKVBZjsZey/7J6j86tXbWos5ED20pnPmCHorg9SD04HY9KzYbGVrkmNoWjI2FZEL9OmMfzovoCjqQw6LYbxHGEE3JCz5Vj6FSOvPeuu0DQ5dUs7uCdGhfZ/rZh5asRz0zz0571nQPpEM8FlLYG6dW3EKx2ofbP8AIGtnWdZQ6VHbWEM8al9zO+XPvz1PShTYNK2rItP0Zp4lP+hQ3nmGKQzgtjsrZGOM9fY1LZ6JGFN3e3XyqcqkX3Wx1HByOa5u2mvI5y11cTBMmby0Qkk443Een/16le6eaVLgsVVWJbBJVwR2AHY4pNGkZpGvqc2lCXNlHGoC8JLuZB+Z4qhJLGnh+dpSkpmlVXjUEcE9AOvQcVBdSwPA32mEMNwIEPJP0bjHeq/mhoTKkS3MZBDMZRlfrgc0JpbIU5OWjKb2A1K6t4iimJONsZKoox1wR/WtGy0JjADOyFEAwgmYquR3FOsrH7NFt2bJrpdqp2VR/Ec49ewz0qzqFvBpmnfZPtIhjDDzCP8AloT1XPv3+tO7ehm72M/UbWJLKeURgKihY3UKPlB68VhWFh/adwmFKon3m7NWwLRLmbybazMcbLxKRhh6/WtmysIbSLd0hj68feNc9esoKy3MK0raLcsWkcdjZEHA4/dp3Y1Re5a4uNnHmKPnI/hp15K9xNndGrEDajHoPagKEiBAGZByR3rla5Y3e7MXFKN3uKzYikfrkcVnoGfzEOfkwo/r/Ors7mNFUIZAF3FAOWHpVG3aZJGNyEWR03CJDnYOwP604Qfs2xxheDkKy4kDZOD/ADrP1looZIbp4WbBwXRsMPpVt5MK2D0NRtEl7CUlJCg5z9KdJ8s1IdGXLJMrQNa3EZjLee64McUp27D1zxwfpxzWjYXV7FdvAtuXtgctubAReOpP4+9Y13INOcANLJAz7UjMakhcZxkjPer6XEkzFGVLi0MYdcna7D0J713zjGSs9juaUkbsltbX0TGOYPExx8rYKH6is+O3k0vUE+0xboN3Lj+NewPrSWE9rARc2atbyKwBWUbefTn5W/zzXU2ph1mGS0ngWORlwyZIxn0rBU5Uno9AjS10Of1mxjm2XFpeuqhCWVDncAevPpmsy0soraLzpp5JEZ/LGw7gWx6r0NaU8sUBe3RfOkDjNsXAII43L7+3Q1JH5jokMqGIHcY1kKjDH2A9M/rXQndXHaxnX85+yxMpm8sTAKry71ycjIyMjqPzpNOntrdMyWU675CQ+35ZD+PQ4FTX9iLl/LkkzO5CReWjYRMjueD69KdZW0E08iRvJLCgwHBZeBnBx0J/wobVibXVi7Lqls0TS/ZXliddpYKAwPoQ3T+VQwzxzloVkMykApMsKl4vbGCB9Kx5JdRsbqUurNGvMR2HM3pj/wCvWg1xqTFJ494tuN0MkWGQ9ww/kaLdikkkQto2rTapG3lukbMCZmYR/L+OBn2rof7D0maQLeXumRMzYwWBZj24QVkpFBfNFMFkE8Z42hl6dRyMfjmqt1qdxFqZtJi8kfBB2gsc+nc0mr7hdG9cS6BbXBtjqk7TR/K8cdgAB9WbH8qof23aWkzi1jnaVONzxnKH244PpUjXUlvERNd443YiUK2PRsgkdu5rMk1K8njmeKURiNQy/Mckf7R6CqsmO7WyHpNHLvnE0mZOSHmEg4PPysARTbidbmWFYbmVDx8ifIpX1AH/AOurOnWzSBFhLGbO9jIBJ1PfnrU9/C9qkccrshAOJUOR+tFyB1vpTJDiK5WYg5bc5IH4YND6XE8YlV4o1GfmSUrj6HGM/WltHE1ri5jLNFx9pBCn6ggnIqaa7WORI5POuGdcoQeD+Q/nQZty6syJ4xHNGqajHHJv3KzxrIc9uR1PvVeCC4NzcyGVZZseSHZcZbPJx6+lXbhoMNM0CYj55J+Vs8e1QO9zBOsMMcTK5LPEU2l885DEg4+lDY43Jo2ntrYs9nLFJwuyQl1PvwDg/WnQWcUTfa0t3nEzFt/mD16Ybpjn8qpC5uQ8gkjlRUBIRiAw9Ov3vwIqS31W3uFaJ43ljVRuU8bXzzzjH4H0oK6Fie0uLqPdc2tvbxtyCHBcD1B6dKfZA7mjUymym+VWYcMQPXPOfwFUoLaCa4YC1mhjLbmdp+Dk8DJHQ+2K02gVUZDG9qSQ25XyDgjn0/GncTTRXtpmfWbdHEz7Dznbt7gdP61rX+p2BlXTWkkediDsiUkgVRN3JZmV3DPEf9fAjDfGf7649e4qBEtre1xZSxxrKMtfM26U/wCyO6mk1cqL0C8EO+OF7Zo380bWwQ4HvkHNaV7I01g1mitIT8pJIQMPX3P0qily2oR+RcF/Mj6XEvY9ulV57S7gjjhnZJVY8SgHaPfI9aNgtoTXU62VvG08DlQPlhxvYHuQwHXt7VnSXUKIkqAIhYOBOM889SDjuafezPFAYklURIBt2zAcj689akF0LrT7dr1UjUHHlqfv/wBKB2Jd0F5cCNFRD8vCvhVOPb1q5MXtYDburTq38KkKMD1I+v41IHQ2sioQrSKAFjXc3Tr7CqSwoPKjM000pOPm7exI6dP1p2JuNvrSBYUmWCPzCcbrYA7PYE5FL9rXT7CK0CqsTPu/ejoTjjjvUt9dxafLbxyCPaQSFK/L9Ao/SpooGv42RbmzEBbcAEzsP09fc0ttx/EjKuEcusiAFQchJGyM/X/GoJNSuRcLHc7Y48ciIZLfj6VuyQvYsUURTcZOFGSPpjmoP7QuYyrR2NoA/OZgxb64XgfjT3EkU9PsbC2ZpJo3LodyknLAdcHsa12vLJrgG3CzTBhkMcAKeoxWTJqF/cqp3CNs/wCqSP5fwI/qKm+0Wk2xdUtlLKd3nQggZHr7+1O5T2sXdTi0xrMzxqTCfvbFHBqjPa2TWYIJV/vRu645x2B4qa/yYybN12y8BQu5W78gdKgcrcr5NxhmXIUu5TJx0BxnvRoiUn1Mt7fULGCaeRfn6s8ZA3/l0+oqOyeSW1PnW8jRhyCXII4HJ9fxq/AlvBA0BmSWdnyqqxYYz03NWilnBK488yFZDjlvlQe1Ju41cyoWtkj2idowD9115FFdXF4e0aOJVWONhjgnkmilYvkkcJaapAzx7DtnzuHJUEnqBW3eTQX7RPD5a3zL5bSlsKcd+O/asCSYWhjzApnPTauB+HTirEiziK4vZkCQKArBh8rH1wO+ehpsyaT3Lu+2sUfPkPMGyepH49BmpHaS6hhuISqRzZDgYHI9cVnafDpuoMCs4if/AJ4ynPNbsFr5NuICWlKOZY34AJx047VPKym4rYhj066balrDGmD/AK1nwTVwaTPboFn1C7jjxljjdz9apPd3CTNFCu5lfG6Q4A6++a1bD+0buBYw6JIXIfa5wigdc59aVn1HoxqW2jtH5Y1J1BHzoT5Ycjuao3GnS6fZyPp4RsHzA8T53jPQg10N1Y2/kKkTKpx80jqGyPqa5W5vZPNWGwtwLRTjzeVLkck5HQfzpegrWLujxLfRXFtJH5ZkU/MoxhjznH1qFrQW9ibYxh5wRJcKSScDoVHfkdO1V0vzDunjd45XAUySYZeenTFV9935gna4Ek27LOB91s4yvv09ueRRYpo07mQ20CX0szThlAt02EMORlTz6gVGXD3KG5XzJT8sUcoO1V9R6561HLEtxKwt7pjNGCSWztl9SMdPwqxpdpcqC92u4s3yL2T6H+lRUqKnFtkVZqKua6QRg7Y1YufvNnGPoKZdyrKxiJwkeM88E+hq0D5MWP4jySa5rVL+Z5/stuispOZG3Y2g9OnNcFCLqz5mclOLnLnYWtm/9ozTXBaSWVtqsGBCqOw9q1HTzJREv3V4Ht71DYQx28bYVQFHUetTptjhklY9BgY96VWfNJmdR80rFKaZUmZmX5s7U3HAXHuf51lWUDy37mHe7hj5gLb9x65z07YrSub5oLeTfGbkIAWiKqcA/wAWeuPp0qDTNcBuowVFtHGysVixhh3BB5xjvXoU4NU7Hao2hYf9jdmIwcEE802CN4/m25OOhFdQ0Ucsv7oDYCBn6moH09hdSx7c7HKkfn/hXnuVlY85T1OWuYnBKBMxvh1Q9JB3XPY/4fWlin0q4lt4VtZV3keWCjckn6/55qxrNssF4IjLIWVsrHv2g89R79OPxqSx08jUZHjUwuxL4ljyAxH8J6fnXpxkpQTPTg7q6GpBp99NgNMPs7sqtJnyz/e69f8ACtO0Sx0y4WeG5lEXaLov5Gs6WS3tpBbiIuzHsu3bz6HtWbc3RiUuDtkDY3Sn5cd+n4U0ky07O502qXbpMTbrDH5gBEpUZbIrnLq5ube5cRv51wVxndkp6n/9dWzG13pcYeTzJpX/ANGRkwB0z/wGoQJZJDY3cKjhfMLLwcdeetEUkVJkUcdzc2jMJ3dkUlnxtY5GOuTlfyos4wdOgT7XNDIuUWNHwJD1H9R+Fbc9v9pgR45JohH1jiX76+jfTuKyLO3aaxd40yqMcYHGM8Z9KLk8txGtzE+1jd+dhRI0TFsEjOMeuMcVeFrLARdnUVgtHO3bOpUlT0A5+b2zVctc28SS3saTI5+VlkBIHbqMH8uKsSWourIXemXBffyyzODhx1Pp+HT0p3RDTZM0k97BLa2oaKDALFZNpcZ7HkKPbvVa5n+yQZR/Nm6bpVy8efX6/XFLpt2vnSG/torOQfdeHv8A7wIxVjU4obf54/LkDfccoBjPbI6/Slsxr3ShFvS3hnkVpJGV96uBtc8EbvoARx3qSxMayo9uT5cq5SOU575P1Bz+la2pN5cUQT5XiQMqr1OBz+lUFubK5lbM0JdeqtsVh+YH8zQm2iVK+pYheG0uWCStEyAjkFgvoP8ACp5byW4dVi8mZlAZXicgEd+ox144NVGa6d8RmOOBecxyKxP1Jzz9Kf562wilaWLY7YRlGc55PFML32Kk1kJJ90t48cMZyHafawzyAFB4PapY9XjhMa23nzljkTNHtXHq2OSPfHaiENNfzBXzbSkPG2zID91atHTLKG+mFzLbLF5KFnZlxgZ+VR9f8fSm3ZXJ1b1G6nDsgCrIXkmG9Q4C4GOOOPqKxLbUFeI212WlEZGYriDAHuGUnFW/E0Fxe3JIjeSMEPv3bFB7ZJPp2FVoop7uAxyKBDGo3SYIBPp1y1SmrFpWHvfRRQBIliltFJ3oxL/98nqfbH5VVhMOqWwKgqFYttUkkHPX36d6sHSr4uC9tPiPmIeWFUD2I6n60s1ldPu3aLLNkZkkTA/l3qrodrhcKl3bbA6bwwBkdjuUf7v5Uq6ebZeNUgB6rvuCnJ9QQAPaqi6bBHIkZik+flkkRn2D6Hn8RVme1aOBooUMluTjZvGB74bn8qRTRcSzuReGaOeznj2YGJkLE+5yMil/s1438xBGke7cyJcIQfpg5xWC1k0LeUEhDR/vXHzKu0Zxk+v0x9aumbz7eP7Nb6ah3BWDW7EjP4/41TZHKWZNGa+RngnwASTG7bcdsCrun6dcS2TW8kZLLwH80qpz745/AVlSJJHKFfVdPhII+SOEZA/AZ/lVq8JtrIytqc3zkIknmblHvgdPxzSab0KWjLlvoVhpqGWZI2fkZZS35dT+NaUGkW13Dvi+z/OPuhcY/wAK5sSyiRPL1OZcjjEblT7lgatQPcRORc3Au4ZV2nap6njOT/8ArqLMTqX6F6TwvexrKIJ3SN/4UyMnHc+ntUcHhy+t4nkKhnJ4UHOB9KXTmuo1d23W8FvwhTcC57YycfpWtpd5q4thJqE8TEknbsGQO1P3ibXOcmsQ1yfOOZMfOuzAKjqCT2/GqN8hjkSSNijsCUWJsAjHGfY8Vt32s2F7fG0nuSM9ih2MfcgVjaroOxhdxytIA28SLlh9eKttdQjHlHabf3jwrHcwucvtBB5TrjOfoam2m9jknt5XlCnaxTnIHXPb+VM0a5i1Bri0V2LHkH+6fYnrVu2W4htGSeRraBAVZCNikD0YdPyosNtiWFrM0EkjMRCi4KFdu8/nWbJE91MiKssB3Y2q/H4n0+ldBa3tyXfynLxY+Xy3Dkj3JFMk8qRmdpruBzx+9RcL75FKzEpq+xmXMMdhLGtrdzS3CqFaONcque7f/XoRGtbX7TNEpu5hglVxx6D3PtVc2CQMzw3zyEtlSw/PH5jk1oJZRJbvNcCdLoHAZiTuHbGaehbd3oVodMknYrHbETj5vk42+/PGK1LKOKNC1/I13gE7d2FB9sDnmpWuLSx02NZ5BCMfcDHdnvnuf1rA1DXUlt1W1gYI54eX5dwHoKj3mbqMYayOhivZ4Q6hZXBYkeSV2j2+bniiuXt4pTGSGhAJzgljjPPpRVEOsx2lS2up6weGYff3SD5nPrn09q0vFcQGmxwpJHEGkBbfgDAHv71T0iNNPJvnG9s9B796Z4itxqGv2W9iIzFnb26//XpJ66nNa9miPSvDn737XcxoFXncXypB9D1rRElvaxNFGzFM+YJHPB7E/TrVW61NwG020RYoouZnI5IHZRVieKO50uG5ljRozEp2Yxn8O3Wld3TZTXQdqMCG0edEjXJ+f5c/j9D61S0fU9PtlcSTEMxIY4IRvfNaGnXCXloygMAjGI7sVgXFvAmoJbb5suxAAIwoz0FaSWpNN/ZZs3mr/wBrO1razeTAR8904+RiDyv0x3q3fCe0sLGCGNC8cmWC4w4wfzznFZ+nXkflRRW1qgjBG1pDk/l0qS1Se5WVdRl37/lRoPkKEemKyfZGvLdXKc+mWVw24T+Qo+8S2Dz1Uj0B4rVttHF0iw26rsQ5OWIJOMYP+fSkn0+20+zWRleeWT5Fklckitu0siLUeTsjTbu3dW/w7UpPQaKEemLbuofDMgz8nAB9M960AEgG6QAM5wBj1p5McEWSGbyxuJPU1kXN8xlS6IIZmCjB6Z9q8yfNWnyvoc005zsV9Y1CSCPy4ApnkyEDHAzjk1iaVaP58TSRkzs3mSOR1+n6U+7jupdSkLPE0RzgEHIweCPoQT+NbWlXs93ALeZY1QHI2dcHHU967pRVGk7Gs1yQZc2COBVIA7nnrVe4kCRJGOMnc1aVxApDj+4uKxbjdKriOQo65xgf1rgormaZwU1zSOcS8ngvZZkuCrZJ2yLgY9BxzW4ttDqIjYEW8/BKH7r8flUMdgxuA7pEDjMmwkBx67egai9dYb2EszgnPlqvIAwOv+Net5Hp9LHR6YrcrmQIFx84wTjjp+Vack+L0yHowG49tw4P9Kx9OuH+xSBpHfa/yluynt+lakiK1rG56icg+4xmvNraTaZ5NdctRmL4gTFykwB2PtJ4752/1FZUNzLbtLE5kkAORjDcYyOP/rV1uvWinSrbBAPm+XkjP3h/iBXNQWklrrkzyMrGNFYsM88YrbDPnjY7cLUfJYbDJdXVqbm3tbS4jXlo1Y+YM9yP8KEvNM1BDBc2HGfmWOQqQfYEVStp5rLxUyiRnXzNpHAAQgHHv1q9qsLCa6tn8swKN3CfMB7EYrs5eh0O+5r3M2nwLbz/AGlAUQIiSEbiPw5rEcGSY3Ds+53JMTAEOOuAOq4Pfj8aqxbEO7ywuAAJBgyYHPUitC3tY7mxSFWeIS8Fgck8c55oasGrH29+0940MRj80Ngq7k8fhxVPS4ppru4gG1AGYSKe/PT/APXVhtKht4Vt7ZAIw2d7MQwJ9Kp2bLHqd0kjP80mCwG48jqOmOlKTGkx2pXF/ay/Yo5hMqEll2DAB7c5yfarj79PtLa3tw87yPulhC9Aw5z2HrVJt8N6FjnZ1fcSXjAINWY5LpLza9wru7kl2iDdfr0q90RK5cXTwttL/aciSWY/1asBlfbd3HtUcc0MkToLlI7TaQIYEKYHu3Wor/Smjgku5Z/P2gkGcbyPoOAKyrSJosXC7RIQZDtyob64pXTGodzXjHm2xmdmaNFKI7N8xUjgkcdOlPtdNS004W9nApuZ8hnKj90D1JPr/wDWrMczz75EcAqoZFcbwH/ljHtmtGK2e509jc3MzSK+1wjlVx7AVOxPKSWmk6HpW0yGJpQOctnJ/wAazNX8rUbsOZXKRArFFHEzH6k9jV2wgjktQ8aNEeQCH3Hg+pGaWzh/tAyNC0u5WO4NMUXP0Xr+NUk07i57FbTtJeARtPczxvjCxZJLem49M12CtbW3h3zsiK5mbcd5wcDgAHFcdFZz6jem0UpG/mhC25iMe2e9aXiS8jWdIRGxtwBGIy3G0DHT196HHm+IcV1Zlfb7qaYmRhHAcktCQ7fU8cfnUy6layWssUl9FAqjaikFpAf7xAOP8KorawTq3zypCg3eXgH8j2/KklsdJsIVLWXm8g5YnP481aSa0FzJMWG3tY/3kl9qMuBhiltkN+LE4pVhDTMlul5HltvnbmxnGPm28cVqWl0pXykgjWOBN6AgErn0OKqtcSWlsGZNsbkF1ilYZYnr+tJ3NeZWL9tfS2kRinuLh2B2hivH5ntTTdvL/qreGSRTnK85I9Sc8/WpAba+s2t3jYxZ2lG7/jVS90uO4ihhEcawxEkqCRuOOSaXTUjnT0J0jmYSzGJmlb7pYbwp9sdT9argTBo/NtmIkJG1YiuF9yPc5qSy08XELvYztBtGCCpH8m5qW9u5EcOyiS4VQFJJCA54OPWhXbE2kGoC2traD7cEmQnYzPgMPx6kVgPaW1wjW9vG9tEp3Yfoce/pVmOG51Bpp2uBuD4LsgJ+gHQD+dR6pZvLHFMLiSNlGxtp4JxkHH0p2V9ClJpalvTr5rAbAhijQ4yqna1JqN9JcCORLVCS2A0aNxkcsNv9aoxXXmCO0YfNgb2HG7/Oa3LlRZqiSE7nAAWMYUe/rUtJbC5SH7Xb2mmiJHjkkkwWUMWd/cg8ioAl1d2/lxSXVpGQCY85z3xnPFQ29hPM/wAzxyFiQxfJxgkcZzkVqf2ZcQ2w3X8qKTlREAMD0PFF+hTViKNIrRVhuJy0h+6q5Z2/DvVe00y8srbdZreRbiWLTuAPxQdKNRtGt9MVlkLSySElyeQOeAetVhqXmRLFcQmQbTk+c/b2zik3bQVmtRWnNrK92bmIMoyRG+4fgOx+nFaF5qTXNkl0IzLgjckjbRH/ALRB/rWTHbwGA3VuNjDkBkBx+NU/7YkgiaQr8pYkhcck85ORT0BT1LtxdrERvNtbK3RoUZi2e+eBVN5khimltZ57mbHGZdwHvirg1md4VlYL8w4wi5/lQs8N0C0sZkIGfmxj9BQppE85BY6olvbo1zbEXDkYd4ycjn8OtWxenULgiGf7NcZwrMPlI/kP89atQXejRKY7vTmlBP8ABhavG10eeycwQzwyYG0HDrye+T6+lOLUthq+6FstFkimcXSOuVz9pk+YOfQH+Gs2WC2vJ3hZlLI/BRvpWxpOqRaZE8EwnmVuPvcDj0NZeo2y6hdb7YmIFsfOAT+BHanYvmVtSysj26iO3kl2DugABP8AjRWzpnhmz+wRG4UySMMkgkAe1FI1UXbY/9k=", "path": "/data/wangnn/datasets/waterbrids/waterbird/183.Northern_Waterthrush/Northern_Waterthrush_0044_176961.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10734, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/183.Northern_Waterthrush/Northern_Waterthrush_0044_176961.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/183.Northern_Waterthrush/Northern_Waterthrush_0044_176961.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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RQ3KXCvIm8BHXoXUdSDxXQwlLe0eNG+1NdxeapwdzFGI2gDsBiuTaBrmUJD5i3NswFtPs3A5H3HPcEZ/Or8F+F1S0kgfyDBL5LIoOEzksPYMc+xoAstfXem6rKZLYm0u4AtyjniLdkbRjqp7Vd0e+tbee3S2s2e1ltfIkhGRuzIykgZ4OOP8ACsR9V8u2uPIiP2zz3h3OAVhTIKnB6nJ4x3o8MxwatdfYLhit0yusEm7bmVXyFPrnJB98UAaWsWVvoclxHpysIrwAITz5g3Att/4CMe1cdYXsnh69llaNpNOuXPnJ12c8MPf/APVXcosU6XcLvapcBvs0CMzLsk++T7BsdRxWjqnhy11GLUVEMRuBbpMhGcE5KyKfrgfTigChpQtrmR7yZYPsTymE5+7JE8YG/J754I9azNViHhuyurSzgJZR5Qkkw2QeBn2x0Paufhv5NCknsboOdHeYxIvG5SMHd+BP44ro9Qhu9W0mKWCZWacra3JyNjx5yjHA5BxjPrxQBga/e6rp0lj4gsJz9ktW+yyJ/cYdSw9+a6fS9afxNZHVvs8MUsC7k2jezY65B696zlsItOtTAYWlsL2BgSwHzup+ZG5+8ueGHUYFZGnSQ+EdtwssjWzuoRy2d2SeMdugoAl17UjLcC7ltWms9qgzwkM6MxPOD1TsQeeBWvqAa+8PJf2zJLHZsAlzEQQ6k5TjqCMkHPtUz2cc9nNqGnsZYCXle3HA3ZHI/KuTsINSs7uePSAGjlU+fYu/yuvUfQnn5uxHagDRuUjulntHRV83FxbkHpvHIz6ZBri9YsGXErofveW7j+96j1966tTZXSRSQLc74mZLqB+JIh1HH90HvQdJttY027uJmSO6t3SJNhwvlvkAgZ65AyfegDJ8K+KZdJkWy1HL2ch+V+oFdBd6ULSRr6AiazkkSdHU52kHkfoDXH2Vustvc6TcLh8F4WPVZF64+oB/L3rU0HXbrw1e/wBl6oPNs5FBUnlSpHUfnQBo6xGlwEiQ8rdyRg+obkfoRVWW6bU/BqOrZutNceavcxno34dK1dYs47axjvbQmW1E8cm8HO3tz7YNYtlMNH1m4dl32jPJbXSkZHlnv+HWgCOG7B0S6QLJLuMJXnGzkjGDS6Tf3FlqA8kB3cGPy2Yorcj5SfQnBq5NZLp82o2ykNGsUcit/eUMMH8Qar67YCzisbm3Jz80bHp8ysQD/KgC3Na3i3IuJsRXDur+bblhwW2fM+MDnGBVfUb20me1TWGS6d4g32iA7JYsMflYDg9M/jXUtfSar4GmzOqxsMzbh80k/wDAg54CgE/n6CuF1ofaEtZlA/eWu9toyOXNAHR3+ixzW8q6ZdLfbXMnljiRAw+7jv8AhWb4ft2GrW+IpPtMQUEE7dmDyW9s46VY0tLafTxPM6R3EtupSRSQ2V44I69OlRwa7ObgW+qW63ij5VmHyzJyMYbvzigDR8UB9C8bx3UDiPz02yFTxlvlI/Oql8wS3gtjMZnh2bnLbiWXeDn3xg1L4ihfXds9pLJcyxxnzo5eJgc5BI7jms4Ksfhu2uktWyxYSKpxuYFsnP8Aj6UAV7FDBfXakDmwJ+vyisC2y9jPyR5bxuCO3b+tbdm3mXETkgeZpzjk9wp/wFZulRB7G+DHso/HmgDS05Nmg6mobKkoSCfQ1WswX8IPngNfkE/RM/0qS0l/4lGpqf4o0/nT9Kkjg8PRySjdH/aLZHY/u8UAZTsBHayqchGMbH6H/A1c19T9qgccE28bDHY7R/hVSaIpDdW+MFWWQD6jBrS1G9a2j02/SKKbNrtKSLlWyCpBoAs6FeGTUWu2dz50iLIXI+9jFa3iG1+0WBfPCSDOe3PNcpZXpXTJ4IwfLicXKMR83IGR9K7q4H2/RHKKMSqH+uRmgDk49svhchTlopWRvw6fpisKyIy3Ygc1taHG00GqWxwv7tZACcYKkg/0rBjYQ3fqCcEUAdWmmtrXhZFSVlmtlkTGfvY5/litzw4Tc+CLWGbP3WjP4HFZvhpjDJdQP2ZJPbDDB/mK1tGjeHSp7c8bZn49Of8A61AHNaZIbPWUibgbthr0HRdVg0fxLbTXK4t7lDExz0Ocg/nXnmqfutVSUdd4JrqNaS2fTI3N3CsysGCbvm59KANf4l+B49YsZ/EGhw5vF/e3MMY/16gcyAf3gAM+teZfansrq1u7b7xiDEdd/qD9a9H8G+NpbW4GmXsu2SM4iLdHGf6VB8S/CD22zX9NiCWpH+kQxjiMk53Af3SfyzQByl/DBfQwyW8floAY5IuhhbqPwqpZWz3mq2VmI83DXqeawGTs7n6cUlrcS2ul2l5LmUyh4rhP743H9eeDU+n2dxBriXWl3G3bC81uxP39oyUPoccUAHim887xdcXA+4kgUfRTin+MI1aW2nB4kj7Vi3LtPPNM2Ak0hdcdBuHT65FbWuf6Z4ZsLsH5kADY78c0Ac34uwdaVuPmgRv0op+vzCe4tJGs9ubVACG3b8ZGfb6UUAdXoUQn8EaYkaXEzRkSyhE4T5iBk+hB/Cr1tYHURNeXKt9nhmCPEPcnj9ayvBc2oW+n2hsXJheAi5Rn6AsQCPQ47d63rKS4ttLvoYiXaRllkQjoMgKFHUsf6UAc1I72+pW0KMQ8Ear8vXJPX3rtLWSTzZZJmZmIHJGB09K5K9l+y3V15aBZm4Mh+Yqueo9zXTw3YvLNJow20RBfm6njkmgDL1e4+RgD61h2tsiQeZLk70ZkGOP89Kl1iQ7T2685qcT5WzgZQjQ255UnJyc5/SgCe/nkNlY3cm1DEAYh/E6kndwPTnvT7jU30zUEurGNXV3HmI4H72PaDj2+vrVDTra31KxUzkCVSyIxY4BHQenPY1dMRubOZnuC7RSwNGMbiFIwQMds9qAKDxrNdz3MKsIDMShkPTPIBNaen/Zw08TKXYsjwRhsGRj2+g6/hTLHU1s5p7K5P/EvkASZlHzQuT8sg9ce1JLHLpOrW7XAUgY5i5WReu5T3yGH0oAZMkWma7dbRsJddsZP3s5H+J/rSXYRvC15A8bLLEYl65UkK44/AH86t6qLc6rqOU855oco5yojYbTx7kKfzqtvZrM27oyg7WABB5DMDzQAujajLfaGIPOGTbNGVfPOzpjHse/pU9lLIviG2licr5mzLZIC7h6fhWHoUcsGp31hFuJeMyRqvUjGGx9BzVufzo5reIEkwrtyTksUfqf++qAOp8SXQ0AeXscJfAm8ljGScDHmfhVvxBE6aRHdWdxFHprpFawqgz5vKszE9zgDr0rL1UxPZ2TwkGN7WZ8E56rz1qtawy6Ylpp1xKZLZ3E1pGXwRGwBYfXjigDTkeaF5rWFWRbaIGRh/G5HfHXjFN0y8fV7eK9tyh1u0ADR8BLiMHhPw7HsfrWe88sV9JE0m+AzbGPfIQ46DnP/ANaqMEjWEiPBO0c8ToFjdCrFT1OMdB1PPSgDV/subVFuJLeOWV7lizhid0ThvutzncOwHJ7VkwR/Y9Vgt4w6tHJLjOTg5IGehByR17118d9KJf7a05CLuEgXtqBjzVHIYD1AGRjqPes+azTUtfi1G3uVFtdN57SBcgZYZXtjG7I+nQ0Aatwp1fw1E0VugvQI4ZF2D5yMkKD7jJHfORW/ZSRSPb3amLyUj8s7iRtH3W3DHY9uoABNc5pGpxXbSJHbRwPbljKxbJlUMclcj7wGDkfkKfN5mhWwhZ3ty90JQJCG3SNwenVSucgnpQBzFzZJPPfKZmNvJdtDvZcgRAgbgfz6CrWjX9x4WvrnQtQ/e6fcMRG5Pocg+x74wK17GO2utDv4P7PVb+W4n8yQDlFLDYAQeRx+ArIXT5NS0wJc3QzIeG8sExDGFbPc8HP+NAGwbd7Rbea4dJrSSVmYQ4OCG5H1P61z/iLTJP7Ne0ERyp8yRSMMozjd1x9fer2hXlzHZS6C0wyr7dzD5d3Y/Xocn0rQ1NJ4pYL6cs8koCunGEPRtx75xkfjQBzfg/XpdC1SXRryRW8uT905OQfX8DW74o0lrCSDXtN8yKMuOYxnyHzkfgT/ADrgdcshazt5T7gsm6KQf3T0H0xjFeifD3xVFqdi+l6g6kqu1lf+Jen50Ac7rVst6bbXbeR4LqWT78b5ZSwyNw7jII/Gs17/AO0FBqA+yXjorHyx8k6ccr6EdcV2ep+HbnSEl05XH2eRm+wyKdv+0gPuGyPxrn009NT0UF7VmNvK0EjdGQt8wb8+KAOc1aRku4tShO1wwzkYw4P8iMVt38Fj4gOlySK8EFwDECx5Rug/DI/Ksq8aWZEtZcSIqlUl28j03e1Lpn7zw+Ynzm3uxjJxgEcY9OhoAdpWr3nhq7/s3VU32sgKkNyCAcZH41uXmn79QN/a4nsLtAGxztbGMGqOr2H9qacs8rxyIW2xun3x0ycH06/jWZoetXfh2+FlfLmBjxnofQigDQsn+0Wd1Z3DsZrS2kjyPvPFkYPuQeK0PEGoofDVkYSyQXh2npkk4OT75zTZNMA1YajayeZZzQS/MOxKng+2ay74vL4Btj8oW1vB8pHzEMuRigCDTri4s1OnlyIftCymM87mUEH9DVq5tmmjSISMpisXBwcbtspGDVDVNyPbXgGBNGJBjrkcEfpW2WjfUrYq4Mc9k/J7lmz+dAFHTNPu9R0VHSImC2SSF5ugT5sjn8TxTtRjS11GKcPlRtzIg7dMj3qLRntES6ivZDsS4UxxByCzMMZPoox9c1dv5De6fbTvt8x4gxK+oJBFAEPiBGS40q6gd48W3yzA7Tw3JGPrUqaqL2OWy1RGTy23C8gGAS3GZF7/AFFUbjZeWds7FvMihkt8FjjgAg46dP50tuwaK6Y8sNg4+uev5/lQASaTLZ6apmSOWJbWURyxncjgngg/8C6VR0ePdLdW+DgvECPo2Ku6PNdWNpftuSSGMRmS0kHySB8YyOxz3FX7W0iuNXvb3T2AkC7pbF/voytn5f7w4oAxvLMEWrQkcoNp/BjUmmAjw1ZbdhJ1GQ4k+70HX2qxq7K1/qsoRh9oi8wDGNuTzkfWq1rGZPCdiFBI+1zuwH93GDQBWnlFzqkkgVFWcOuE6eox+VUbuUtogTqYS68nt1H9attA8NhbXgA2I6jrye/FV3iH22S1YMySOBhRkkZxx+dAEOjOZbe5Vs48sY9CD6fjXc+E7n7ToKI7HcgaPB9Aaw3s7K38U3UVqJILBrYm2jlUlmCqOc9CMg/Q5GMjFXvD0gj0i3JzgySEDGON3NAFWaySPULpF48xWBx371zEkWyZuK7vVAkd9HJnh8frxXHXi+XcNxwGK0AbOh3TzXi7fvSwNEfqBkfyrs7eQSQyMpyXCuw9yOf5V5/4ck263DGc8k4/I122l4RZ4mPMbkcdweaAOc1GPz9SWHu+QPyrS0TR7ebSHmdQ8jDcCecMKzdbzFceYhwQTg1seBLn7TpssJPzIxHJ9aAOd8QRPCYr6FirxsPmHUV6d8P/ABpBrtr/AGZqDL55j8tgx+VxjBxXF3loJ0uLY5yhINchp0s+mXpliYpJbvwf1oA73x14W/4R23YWyt9iaZniJH3AxyBXMWd2bK5aKQ4jkJCk/wADkYz+NewaBrdh428OPp92UkkKASKeqmvLPGXhu60G+2SRlraTmKQcgj0+tAGDbK9tcNaXPRJMkkcZ9fpW1bT20/g+6sisrXMOT8o4UZrMLLc2bxSsjXMcRw0cisXX0OCcEeh5ro9Es/I1HVtNdopWCABo+Qy44NAHM3kZmtrB0xj7MP8A0NqKnZCLa2TcAY0ZCCcYxI1FAHReErjz/D+k2lvCFMURe4lz1XccKPTPes9NXe21m71Dc29ZFKDsAp7e+eB7UzQ72aPwzZ21g5WSWHZJj3JP51oaVaL5d4LqONoxAkwUHJznofQ4zQBQt7efxTql88eEK7ZHUclsnnb7j0rpbdYoNMCRE7AMDd1/H0ri9Nu7211M31lMYpo5A+0dGBOMV1t5cuYQXY7pTlv50Ac3q0o+b2zT7cs90jSSs2IWOS2ei8VSv3AmPPGetXYnRbskLhfKkUHt0IB/SgDS8JTLbXd7aNEZPPikwkgz0BOR6YzxU2kWwnuUaWTy7VUjWdw+3aNnynH1FUtIljn1PP3Zki3Rlud4Awyjp7GmmRrd5EO9ZPIUqAcEsqjigBIbCC8ZrexKzuoB8tiUZhu+bBI5/IVpPDtlOi3LGNYpDJptxIeEY9YWPof51nC2utce1vbEBXVF8192xQw/iz65zRr5e+miZpWmkiQ/OOAe3Qd896ADWTJDqsCTI0cptlEiNx8wUg/jwc/WtGWMXWnPKuHKXe0DPKgnkfrSadMviaON5o45NWtIikhY486Daw3r6uuefbNRaTcm70zUI7t1CxBZSQgBweCAPrigDPdptMuINehAD2N6I5Mj5SG4wfb1roLq6t21O5+xItrHNumV3OWXcoY47lQQfrVPSYYtW0rWrF4Vi+3wZh7eXKg3DP1x+tZmmXolXTbiT5SYlicEf3cof/QqANMy7dHslVldo43y0ifeU8EY7fjU0ulX2pFMvElxJI0UYOWKvGFYAY6DIwPc1GcL4fmhRNzRK0hfHXccY/DFN0a++1avpkMkzR2s9/l3R8bCeR/M/wCRQA4yNf6CLrgT/bY2lBA3RSfdYj2P9a1rC18/T72deXht3TazBt6K+CuD1znp+FYjTW8c/wBrS3kjs5ZjBebmLRlt2UkHocjla0NDu1sdWvRfFYYGkkhLbd3lmTDLg54Gcc9uDQBDaaq1lb2khmY3Fr/oxjY8zQg5Tn1GTz7VcvIxa2r3lrKZNNuv+PmMkgIScZOOiE8EdjzWVq9k9ruAgG8XQQMAQ2zG7GOwyc+tGj68LO8MFzt+zzFsh+QGPGSO4PQjvQBZSztIFkgUzx2rBWVt+HtZsY3Fvy9mB4rQlkltog+pytclG8k3UAO2Veh+XOQRkHOdvGO9Z+oWk+n3X+hiJ45R5cKXB3Iwx/qZD3AByjdcVrxzoPD2oS7SREqR3UMxHnA5I2EdscHI4IPtQBoaFpaarZb0u2S1R2ktbi3UqC2dpDKeegGc9Tgiq84VL64sIoyPKfbu/wBlxnj6NyPrXNeGpNZ0u1jlsz59ne+c8dhI+0FAxVhG38Ljg4710vhy6tZnmuPLaO4s8x7JVKyYHIEgP8VACa3p8tpo9w8Tl9X2ecwxnCDlgB696padqcOv6WMsy3KZEigjaPlJDYPXofzqzLq0s11ZamAnmwSlnQ98/K6fQiuZudPWG4n1GxVorWOYERnhmiYna3uOCPwFAD9WgWfT/tEUeJbKRY54/RSeD9Otc3JFJp2qTT2ZaOS3bzAuesZP9M16BZpY3F9eYdmS6twjR+g6EH0OQDmsTXrGG0tGlCy/akIwMAgjbgqT3yvPscUAd5oGs2vivQktpJTHMoG1h1jccg/nXGahbS6L4j1GxmLBJCs2CflJ65Hr1P61zOkapN4f1KK4R2a1mO5WB4I+vqO9eqX9ja+LtNtpoZgl9EuYZcZ3qf4T/SgDzXfc2tzgAb4WaIqRkFSMgkfTH5U2yQMuqJHnDxrJ6YcE5/nW9qunQyWcdzFdBpIM29w6oRyc7SfoQw/AVi6PLsluG2xyloypRyRu7Ej8Bn8KAJrBwsMU4nN1DIxWbIO5D1Ge47j34qpqNql3bNDOTwp2SYJYFenT1FQaSNt9K6SrBLG/zoSSJV9MdzUpuZ2u7gStGZEcP/d4/wAMGgCvoOuXGh3AtL1S9pLwN3Rh04rqru10qz8KygCa7tHuVlRFYArwRjPJwMmuYOmvq9rbWkMcjs14UjKLuIDY5HsKfb3174S1q50LVTHKsbbHUNvXB9/X27UAS3E9tqOjhYIGha0ITaW3Agg4wfw/WrGkBWm0lXlSOEW0hLyMBtxJlevfOOBXS3t8s+jtbafaWUGlNagSFV+fepJJJ64OR+VcXqP+i2ulCdCcJIrKOCCHoAa6Jb6xfMyZ2RmQKW6lWB/StS4by9IhOAdl024j+6xx/Wqeqv5etrKh2rOnBPoy/wCNTXDtdaI7EANLCZBj+8oGaAKPMGoBM5BLDHuVIq9Z3bXOjsjfMcxtkoFAOSCBjr0B5qpdMDcQXOMg7WP5UmhABLuDtlWHtyf8BQA2CYS6beTYOGht1Ye4cCnRor+M5F/eg5k2+ScMDjgg1FBF5Oj33PBNsVPrlv8A61Tq6W3jqFmJCtNtyPf/APXQBpXEsd83k6oUg1B4QkV0OI5PQP6H3qkYbzR9G0uCVfJnF1OPn+6VPGc9xUmuWaWRkhAO17MSZPc7yP0qrp2pFNGtF1Xfc2BnbZtP7yEqRyp9KALevO7aVbqEjeF8ESlSG3benJ6Yzxiucu1ybaU7sSIMn36HFd94qgt7rw7YzaXMZ7SCSSZ3IBcAkDk+2D+FcDOpbTRg58mQqD14Jz/jQBvJqlnfNY2vzNMS0Uc7kZXcPun24PP+NXLeMWGm20LEMR5hDKcg5br9K5/w3Lp9trF6dSUbRbbbcD5i0pGF69c+tbOpAwacqLxtt2Y4HT580AO1aQtaRyA8xnqe1c/qyDeXX7pUOMehrUut8+kiQA7WAce9Z1wPN022bGT5RQ/VSRQAadGYdc05h1ZkP5iuzh+XU5FAI3Ic/hXE2M//ABOtIBPUoB9VOK7MSCPxAyY6MykH0IoAxtc5J9qXwLMbTXLy0kGSQHA9/wDJpdbwSwxWfpMxh8ZWkpxidADjvx/9agDodYka08Qvs4Ey5x71g6lCn72ZRhnIJFdB4yBDWtyBkrgE1lXKfaLLeAM9KAKGgatc6DfyX9scFCm5c8MDXsFtqtr8QdOuNNlt41hVR5nmj51b+8B/DXj+h2T6pqi6euQ87RoMf73WumW+Twb48vHspGNoHVZAxzn1oAxNR0i50LUbjTLuFI7mBkEBUY81cMWcHvkYyat6HMV8TJdrGsQuIhHKqrjDADnHuK9O8U6JY+NtFiuoCDPGha3mzjGQflJ9K82vUudM1TS2vI4oZPIhhmjT+EhQAT7kUAZ+t7or8xvg7d2OAONzGip/FaFdYBG7DRBhjvyaKADwnGieHob1oyyxx7QCf9YwJO0Vdtknex1Vp1Mcty5c9gAq44FU9GeQeDIN6FI1gG0/3gd2T/IVHpupm6hgsEhCCNJEL7smTJyM+lAFHSl83UPK6ZRf0Oa6TUCQVXsK5/QRnW9xH3FYGtO/uS80g7CgDOsNOOs6rLafaYoG8l3R5fukjsT2qq7EOkeeg554OPT1FNgRpdQwpYMeDg9q6jQdF0vWJrixlujBMyA28meFOepHde3tQBz4kmjuba6TBVHDKq9j/nIrQuml1p4ykSI5CxyOnTkck+9V9Q0i6s5JdOuYv9Jt3IKKc59CPYmtXTov7K057qdSGKACM9TjpQBJf7dG0SLTrU4Zhtznr6k+9Y1tI8cMrYYMY9wx22g4H6VBe3k7zpdzA7yokQdeM9P0rQv5YTtu4xuiu5EKAHG3K8r+BJoApW81zbGxksmEV1BdhImI7HPB/L9a77w54ds/Fdnc3tpMLNLiMpdRAZ8qTIJA/wBnrj6155aOE1GISR+aTIp2seoDc/jivTtV1qz8PRFdDsz9lKiW6ty3zMv3WwfUDmgCldXGieHtSSCwtvtIUBWlkOSSOOO1c9Jr0smtXNtY2cMUa3CyLhAcKxG7n6ipZYre3tnNnOLxJcvbP3IbnB9COhH41ka9by6dc2bozJb3cQ6cfeHQ/RhQB0OvPLm/tjK0nlwtuIACnL8D+dcxpSiC3hNwG+S4BcHsclR/OtX7TJc2Mk8obM9oA3uRJ/PmsW1Vme/jJyRNgKw7L0/PBoA0rS63wNZ3Sxm2ncSYxgkiQK34cflW34Gu4L2J7K/QPIqJuRl3GWLld3vtycjuKw7OIzQ6e7hVwJ4yAOpUhhj86q6ZcXdpLY6hpqO9zaszbQwLMo5b5fTBoA6u8gutFvZdNnRnEbeYszZKyRFcfKx6HAx+NcVe209mJI7lTmMh1Rv7uVI5+hxXf3962tadpyWk6+VLdJPE4ckruyFBJ4yGGMdPXiuN8S/bJpWF4nlTRxsCAMAkDnA7c9uxoA30urR42sJd89rKE+zNnO5Su7BbsQScH1+tV5POguDG7rJd7AsckgxHeQ9Nr+/r3UimaShkhaE7pY5LRSjJjsxx174xz2qxcIJ7cxyy/vIx5yTKM44x5gHXH8Lj8e1AF/RI4Lrw5NBp8wSa2kaeCOXl4JSeVPqD0DdDUl/ctcaTLqGnma3unYSS3HDMjjja4PYjPHbGKwFmlhYXFnE1vqFguJlxkSRnrn1T0Poa1rPWYoy11awAW0i+Xe6eBu2AjGVPUqwOQegIoAy1u554BaSRJFNPIUQr/q3UnIK9+vbtmuo1OW2uPCcV7BEYzbQNbsrD7yEn+TL+tcz9nsRrP2C6XfYzjYrE4wByG9j2q1q0tzpVlc6Q10ZrPzf3MrD94obBIY/x8AHPtQBz/h7Vfs959ouidso2u3oOx/p+ddTq0cz6HiaNJbiULEZmPKkHKOp9xwa5u8t7dhbRx7BCyFC8fTPr75BzVmxmnsHk0DUZQGkANvcE/Lz0yfQ4/A0AZq2MMqxi4DG3ut6xZO3yZlHK/j1q34Y1y78P6mljf7kRj8jdvqPUVZlsxcfa7QqVJ5QZ+aOZec/jWNeeXqumG7aQ/bkAjZSfmyoPP0xQB6hrdnbGJdYt4laG6cJeYbgK/WTHTqAfrXnMck1hriQ3LLiJzHIxHJH3cj2wQa6P4f8Ailnt5dLukWWMptKtyMEYPXselM8WaBHYrFcW8xmhjAhZz1Kfw7j6gZH4UAcfqQNlr/B8tZCM/wAjVq/t1h1hnkg3MsaS47AZwfwIpviWyllnYqCzRRb2/wB1etTWN8bqCxv5MMbcfZboHn923RvfHH5UAWIDLZX8iWl20UzNGyDOCwB+bB7HBHHek1OwtbkeI4pBiWGVJ/NPUEkggfhim67ATMWuEBd1I3L/AAsOQw/z3pL26iTUNQt5tyteCIrM33c5DYb0z2NAGfomtzaHdGzvfngYAk9mU9MVqeMIY59MtbqzBaCPcGI52Z5Gay9Q04ST2lrcAxPKDCj4zg5ypA75XFR6Xqdzot21hfxExNlGRwcOM4OM9aALF5Mk+m6ZcuDgIFcA45U9BWvayC4s7SOK1ZYmmmibdklQUyDn36UzVdHW28Oi7tQXsRPvHqitjIPtx1rSS4sbLw59oSO6S5uLlY44fMMmccHJ/hHt+dAHMl5jp8SpwPJBZscjB2mrGhxMHvCzAjYpBzzjr0/D9aW3IigmV14AmTBPuGFR2k4sLiYSjCtE65PY7Tj9aAG22JPCbPzu3RKfbDmmau/2bxbDOP4ZUb+VN0hGk8M3QyCFniUKBzy2c/qaTxSuNZ3Y52g/oKAOl8ZbGgRwjZ+zsARjBG/OP1rl9p/4RjT/AHlncY+tdTrpW58FWt6o+V4yvJyRhu/41zMQc+HNMEbYciY/+PUAbumX8dt/Z0VlMG1K6Gy5gbHkyA5Ylj67cAVm3unW09re3eny5yR5tm3+tgYdTjuvvS3ELw6X4duLaNi6Ru0kgQnGeueKht7eeDWPOgdoptheKVxw+QDyO4xnNAGCUG/T50KySPIiv83MeG4BH9e9dP4gcrDtBxmzIJ9BurPlsrTWZTd6ZGIdQjkQzWinhgG5aP1+lXPEDMJPLyATZd+O/NADrOBrrQrWQyvjbsIHTA4rJXP2GaPH+pmP5Hmt3wz+88KEjBMc7KR7HmsWJM3WoRHqU349SD/9egCPw4VfxLpCygELM6nPuDXTXlylt4lm81lQMARn1zXI6Q5i8SWRCg4mBwTgE10kl49x41Cy26Ir712nntQBJq67lYjuM8dqwrYhdZ0yTHAkC/zFdDqi5iGB0rnIci7tyeqXC49vmFAHa+JUFzoSYxuB4PpVLS9LlvLPIUqBg7j0rUu4zPps8YxlCSM1gaTe3l5cCOe4McXQRpwOKANLwRp723jh53XEdrbyyuT0yPun8zXJajqH23U55CfvTyDPqO1dnDeLog1ZNrZurUqHLc5BzXnFrhZ49wz+9OVHU5FAHoPw88XDTr3+yr8k20pwjE8Amuv+IHhZtUsItU01S88WGwDncBzz7143e7FuIGihaLaykktk9a9o+H2veboNvHqRLCVnjjYnqVOMUAcPrtuLie1kIx/oyjBHTk0VoeIIVh1V4fu+XlQPbcx/rRQBP4QtLPV/AenWLLukMGwuvBGSeKxLTw/c6J4nh0+8X545n+bsy4+U07wzqqaDpOlXJC7ZbRcnH3W3cH3967Rb6x8XmHUUkEWp2QKywg/fQ9SKAPONEjxe3rjjaxUH8aS7l2s+fWptOAjW8fH3pW/nWfdPkNn1oAq29yloxuX5yfLx36VYk3AebGzpIpEkbj7y9qy5jm22n/nqDn8K2bghUEeDlYSGz67loA1LLULnVGE90jedAiwl84Dn+HmneIYb3T5lt7yRFDRF1ZTlJBjIxWHAwBZueFLDHbGDXSaZr2nTu+n63bmWyu1UQzZ5X3U9j7UAc6HW60i0d5AHEhhw5655H86ux2skmkJaMriRAtzCfVgBvT6kYP4VN4h8Nz6Bbh4HNzp8jo0Nyg4z6Njo3SmTXkkFnBcQ/M8U0LjJ9YxkUAU45I7Ypd8P5ZIUY78MP61ce6e9uhJE3724i2fe657fmKq39uFinkhOYS6SJ2wrDj/A+9Q2EIfQ4pHPzQbVx03AuQf50AaEEtrpOsm2uZCLOTAM0TAmJuCGHrg9R9a3fEVgNS0xrPewuraJ54iqFkdfvAgjjB6j0qhcaI50O31JsMkqqnK8Dtin6FeTRWR0jUZybAuRBPuysT9kf2NAGfHJGvhyK6aRYmaIr8w77+nH0qVpYZWt2jRBcJMRNg4LoRuU/huYflWf+/jTU9LuhteGUPg9gWA49Rx196lj024u1VYiEJgSaZ2bhFTgkn6jp3OKALEF0sc2nvKuI4r2RSB2DKo/xpnh+Y2OrWNyE3NFL5m0cZGORn8DTb6L7Pp0c4VCnn+aGVs8EDhvQ8Z9803TPN82zZY97qzZB/iGD/iKANzVYDaXF1pqWzW+jaxMJbCSQ8RsDkqDReJLr+sR2EvlpcRW8kZkZzmTamQG9W4IB78c9K3dYR7r4ePb3aLJ5enw3Nu45aGYPsJB9DWHpMV5qHiG0tbuIR6nZv5d1HJx5ileH98jj8qAOQ0u7vbdYVgmA2RO0ZYdFP3l54yGUn9a66BkaYKs2WlHn2ssYBVHC5Yf7rdOK5242R6NEIImGoWl/JDvXOWRiRt9uTj8amikDxEtMzWkkIkiYnmNwCMcfdJw/HvQBsrIt3a2t3abYpI/9SzfwM3Pkv8A7DfwnoCfSpNMe1lniOPIJ3xxM3Bib+KNh3WnWcsF74ds5Y1SS4hgSC4hPSZCPun09VPqCKybkGxvIpmLz20wB35w0qD19JF/XrQB0Sqb6K7sTDFDqdsBPCgGdkgxnYf4kcD8DWfqIfULiONAWKoWHByR1Gfw4qa8c6hYRXdncumpWTiWGVeC8Xc59R3H1pLTXG1S/juFhT+0YSBNGowsuSQXX16gn0wcUAUH0+E6bY3+noV+cw3Vuh+Xzl6MB2LKR9SDS3sdjrGlIIpGN7bRrC6yAJJEwY4BHAwd3XnP4Vo2ixQa5NZIc2eojzIRnhZByo+vUfjVXUbaG7tFvEcW1/CxRLhTyjAkbXzwVz6+o6UAZulXstxLAWjzqEJGVbrNH6c/xDqD6CorrTydUeSFD5U/zHBwBk9c9sHP4U67la9mVLsC11Gyz5kyg+XIhGVwR3z269qW51Ga9WQsDHEByoA+b1J/+t61jWrRpK7PTy3K6uOnaOkVu/66ixLp+nS+cgLTscEx5A98d/zrTTxBLdx/Zpfs8Fqeu9DIx/8Ar/oK5zJ3E4IJ55p4KjDMSSO3YV588VUbPt8PkOCpxs4383qdfL/ZF3Gkcd0wnZTGxkUKNpGCPU5/D8a4+TT5/DepsCxuLQ5XzAuA6Ecqff8AnWzpuppARstITjn50Llj79BXSy2UWoaW/wA6kMuGQRqAPpit8PiXJ8sjwc6yilRh7Skrfj/wxy16ftGl22cMYSYlf+8p5Q/zFRWUy6hBrFvMiENp4xnklkPX681XsWkUT6XKy+epDRMTxkH/APXSWFxHbX0hPKXEMkY9iRx+o/lXefJlODUb+wtXthdSiywjpNHjzICeRknnacjIFXdft0u9BjvftCzmS4DLKG6EryMn7vPNVdMsZpoZEMUrRm3yCnQ/LuH6jFP+zKnhyV0DKk0kcu09jlgcenagCXR9cn0y7Ok60oa12+XtJBXaehB7g9a7D+xLHTdNur5lhvLQBRawNx82PvSk9VHb1NcHa2UGq2iqWDGKNlRh1QgZH9au+GPFJsA2laools5BsIbpigCuUNmt4gGcSZ/BkP8AhU2qW8rEzPGypLgofUYHP61r6/pBiWfUbLbPYzCMDB+6eRtb069arXZEsDfaZ4829pEI40J4yV59O/6UAZujr5WkatGMALLAQD/vdad4qQf2rgkZMef/AB2ktZEgS/iVA7Sxp958Z2uDn8u1VtXU/wBrozFmJGPmOe2KAOiu9Wm1T4YwvPKzfZpTCgOAF6cVj2g/4k2mZxgQzH/x6k06RZPAd/AWGYrxWyf9pelS2xCaTow/vW8v8zQBPcXi2ngiyUSPJcTmWJV3nbEoz1XoTx+FVor46pqEMkjBYxGqRQhcBUKdOO/GT61UDsthp5UkgTTIAT90H0/OmaABLKk0rHdEqLyM5O4igDOuz9g1F2SRoSkqESJwVGRzXX3xXUZ3guGj/tM2xWJicJcKeR9GrlfEceJ2OD8yjP1H/wCqtTUh5msKAPmGngqc8ggDn60AXvBfnLY6rZSqyMjq+1hgjjH58VmRskXiIrKflfcrH61r+EvEtvc3MkF+ES+liMQuiOHX/a/2vesXXYpLXVzvTY65JXH+eKAM4SNZazbzqm9klXC+vNbl/J9m8aW8hIGLhc/5/GsvW/IivVktmkO1lbcRj8RV3xW3lasJifm+Rxx7CgDrtRsWkikZBkAnnFcTMxtrzc6kgOOBxzXoTatPFpey3tYWYjcXfnqM15vq9zcSTSvKsYb73yjGMUAekxMHkuISuAwzz9K423/0TVJU/uyV1NtMH1JT2kgRsfhXL6uptNcccgNzk0AdBqduLyzEgGcZyDXn0yNHd7QDkSZr0TS5vtWnvGxJcD1rjNZtzb6ivO0OcYoAgmIkhR/TB/WutFzNbfDdbiFtstrqrlSDzk4NcZbNvt2U/wAJK11Vqwl+GGshufKvUf35CigCK91eXUpUumJDug3Y9aKi06APp0DFc5U449yKKAHX4K+A9CYKButApP4modLnuLNINRsndZosK4bkOPTFaGoRZ+GOhyf3bdP/AEI07wrtRJnKBtoJwe/AoAtxwQT2rSxBYfOcyeWWGVz1H51g6nbeWGKkED0oub6ZLmSWEogZv9WVBFZdzfzSyASqh3HHynbQBBcRnd5Y7MD1xirkM011HPLKWdlTBXPutQXEDyzJGkZklZVOwDJzj9aksMIt/GeHCjKkYPWgC1YOjzIrHbvBHPTlTUBATQ7VWVTtyCDyMgkUyA/vYDtyA4yoGauaosUVpGERlQM2cnJPOSfpzQBo+HPFtzo8EVrqQF5pM67ZVlTI/wA+9a3iLRYotK/tXRmNxp3nROUUbmgVVwd3qK5O4gWDTLdSymRZSrLn1AIP0xVrw/4ivPDb+bGfMsWby5YH5ByMn8KAJHWX+zpAZN/lsYiH/ukhlxjtkGrNnZ2E+nRCWdI3YY2BsHOSTXSXmi2uvabc6n4eZSsluRPaZ+ZGHIZfUdsVwyW7zxCXygyRZdxnBVTxn8+1AHYalqDXXhuDR1u4Ehtm3YbqR9azAiC2u4PL32kxR1OeM5wQfesWS2RbRZZSx3uRkegGantL149MdWmwhCt5LDPzAjBB+lAE9lOmqCTTrhwNSSMxWtwf+Wq5yEY/hwaL+9mg0Wa0MRimM377cPmAVtyp9Pm5/CsqOETy3TMMOkQkjxwQcjkVqm4/4SLTZoSB/bEC5OOPtSDv/vYA+tAEN18ul3UYQgBQT1xkZ4/KpRdLDYwywZVvOiwSeQNqkn81NNt3WeCUTtIxdssvQEEZ/D2/GqgeP+zLctKpkCqxJGcAMQBgUAdte6tLc+Ao0hwy3FrPbyKuAQEfeDVDxVqDvLouv2vyasIRHOin75UDB+hA/StC0uZH0K4VoYjOjMFilUKqqYidwx1z+v4VQkuo4Na0S4u4IZV8hfMijGPlKtwPfv8AhQBhXjG5s9QvIhujuZRdQSjhlbjcuexBX9aq3++3vXkiJ+z3kQuFUcB2xk/j3+tW9Ugi0DXr/SvP87S5kV/PHITeuFf8zg/lWlqsUNz4PtnaGMXVjGsMi7vm3chXH+ydq898n1oAmsY2t7W3v7eUFGtkSYKvBQjG/Hqp6ii5iWS3eO7Xbbz4Mu0f6iUdJF9jwTUenTRto5vrWQ+Ui7b6z/jtzgKzAeh9PWr9s8cE8lrHcxzxrgwOecxEcK3uOhoA56yuJtJ1F9PvFC85Q5+XnoQfQ9am1CBLKWLG5Fk2ypMsmPLZTyB3HBPSr15psGs262gldLlgTYTy8YYfegf0x2qhYXB1Kwk0y9UpdQE7VfghhxigDXvY5HvBZSvHFqkbLcW08a4ju8nKyKegY85XuRxV25htn1J4jujTVIvtEisuUgYDa4X1O4ZxVW3kGtaVH4elgZplRpLVydrgjqgP15H41V1HUprLw3JLqQka+CGOCc8Md3GHHqMnnvigcVd2Oav9Te6uY4IyTHCAquerkDhifX0+tKHd2UJuYkbQBzWXavGkxeRS4APAOPofzqwNbNlp00cUm1nQkvjqey//AF68+dGVV3PrsPmtHBU1CCuahtbuOQeZCyjHVhwKguBNGCXVo4mPBIxmuf03xRro1FFTUbkmY7Sq7TkngfeGO9bxs9XbzLVp7WSIvvBVjt59PQUPCcvUI8RTm3dWXkbGlm2WSMtcOid1Jzn14r0TQ9Qs9WtjbxRYPKh1XAwBz+HavIrW3uoJ1WR49uduRzXoGiRNp/kyKZQpXJQDH51pGnynk4rFOutW2/MwvF+iXGm3y3Ua/MDuDAenv6YrGmeOaGO7j+VSxLr/AHG/zzXsF3bx6xZbJASrDAPX5uxyDXl2qaVJp17LbLtXJw2V5zmumMrnkSjYu2E1q0Gn3pmcxqohaBSRtIkwcnsvz/WoL3yv7CltYsM0Dqr7Qcbt5yPwxWJYyyWg1O0YMPMTcmOSr5HP04x+RrUuXmaLV28iRLeTy5UYjCk7h/iaskydKjNhr1nn/V3UZUnHBPIH6is2SBJZHic45+VgOQa6O0029up428jK214RHuJyc8lQPbOawp48313tfDR5dQR15oA1/D/iCfQ7o6bqYWa2kXGCdyspq/4p05YdMvNRsm32UsEUQGclMN0P6VgiGPU9JkEigNbqxRwOR0PP61PoGvS6ZK2nagge2lBUq4+V16f5NAFNWfyY5mBBZeDnrjg1LrjKzw3KkYdQx/Oul13R7CPw9Ddae7ERvjywBtRD79SfeuOu3L2YRv4On0oAsqIovDFxtkV5ZJVdtpIKAcAEYwT3GK0eYNP8PA4ybd/1zWPG6/2ZJHnlfmxjvmte+wtp4ZzyDAB09aAMvzB5NqhcKVvD154OP8KngW3tJrhbcy7oXG/ceCQw/qTVV3jWQRZ2yNMSnHT5TirUke3VdVjBPzQF8k5JwVyaAE19AZHOeBKw/DqKnux5niLaGVcWeMn/AHBTdX/ercY7okv5gVSs7oXWuWZliwDEYm77vlNADPDPljX4oZFWSORWRlx610GpQxzuNOvptsi5W0uiefZG9veuXtZ/7P1W0dPkBkCkD64rd8RjzCpOOv5c0AUdctJreOFLhdsixIGGenHr3FT+K18wQSDktAhH/fIqxbP/AGrodvaahIFLAra3TdY2yQEb2OKPE1tJb29pFOm2VIFUjOegHIPcGgDpdKdbvw/byDndEufrjH9K4rWI/wDSJFx1BFdR4QfzPDiqG+4WTH41ga2n+mlfU0AdBZyhbrSXJ/1logqp4wh23cUw/iFNL+Xa6BNvTJj27QwJH1HatXxDD51ir7QT5ZwffGf6UAZvh69AdRn73FN8UWZaNpApLRkOD/OsfSJ/Kkxk8N29P85rsrtVutODEdVoA84snH2i4Qf3tw/Gun024iTwX4itXbDO0MiDB65x/SuZWI2+r3ELDB25/WtW2uViivomOEubVk/4EvzD+RoA6HTYdmj2WBjdGW5/32oq6nyWNkP+mIJ/FiaKAGTQ+b8KNJwMkWYP0wSapeHZd32namyIRkqC2dvC5H5nNb2jRJdfDXSom5BtghH1zWDY6RqegR6impRquIf3bI4YHOO/UcYoAwrrjOec5rNMLXM6QLwXO0fWrty5P4VWtpCl/G4AJRgwB9jmgCSfIuVjkdw6LtLIDwR9OfSpEvZ7qZzcOsjCEjzCo3HpjJHWklkM07ykAFmbIHQE1DaDmU548k/nkUATWztGqTKWASQcKfU4rS1ZVNhG4JwVJ+pzWXaEbgH/ANU+UJ9O4q5qUsv9n2YZz5TN9wjvnFAFGbc7Rq3zHA+fPbFJMCkcaA4bzhx6HGP51DIN8Cc/Mr4/HtVy4iM1/bt13zR8D/a6f1oA09Jv77StXW908mOKRRKYS3BJ6/qCfpXZR2un+KY7q+sBGt7PC6S2qcCQgDnHZs1xsjfZrSKMhTJDIyMO6qTuX9Mj8Kp2mpy2l5b6hZ/LLHncgOPMxjg46GgCWxbzJPsdyrBrWcpIG6lSMYqKxtxLOkWcRq2SPx6V097eWXiayTViRBre7y5kRcKyjoD6ketc9gwBmA+bcMg9evOKAEtFYG6d+N0O0ZHAG/t+VZ9jlwk8Ujx3ESuQ+cYdTwP++cCtp0mh0EXqTAO0jxAp1XuQR25JrEtXI1q4hBB8xmcMOQQVOcflQB01vdQ6haTamtqJLlMG6ts4G7/noAOo9RWXc3AMcduEjQLbK3yJjLE7sfyqPTp720vJJdPfEigIy5/1in+H6GpdYgV3Gp2kf+jTkRupGDbOBgofQHHB/CgDpNOtriTR8M0WVwURmO+TjcoIHAwM49qzL28bUbbR7kkrPEggfPcjJ3fjnrV7wu0uqTx2SXDROYTKr7ejo3p1PBxWQtvMsOnOgMwaSSNUTORtZiw55460AXreyi1TxM9ooBmm09/Jj+6JWDfcz7qTj3xWXBfzHRNS0vaTLFE0aArhpIwclT7ggH9K0iXj1mzuY5P3j2EjxyKe6Hgj3+QfrWeouJLK91MKDdx3sbqUGfmlJOPcHn8aALV5LJpeow6xComgvox5ikfLv24P5gEfUetPmtF0u4S9ijc2cnA55i7lSPUfr1qaJLfWrQW0iBI38w8NjypcY/R+QPc1DY6oyaehvo2McUv2S/jXqGHKPj1HI9+lAE7y7r0SO+LK6QLMU6xyjlXHofX1GRVm9tBcu99cJL/a1iAsghGRcrjhsd+D19qq6jYjTrxYo3B03UEDQSg/KuOmPocipbW7vcJBBMj3cEyKh2ndhuNmT/CSCfbNAGFqXjHWJiptoltFh+VClsS4/Fh1/CuXvxq+pZlubi5nBbJ80twfpjFelXuoTwOmqW6E6e58u7gYH9y+T1zyAcjn2pf7Qe2mgNz/AKVp7nyt79drdGP+0p7d80XfQpNdTzBLG+CkP5qcYPHar1lo880yWxAkMp4H4ZP8q7TV9L8m2IGN8blHPY47/jxWLDOq3qs3ygAKcccYxmuadaSdj2cNgY1oKdy1ovgvbpk2otcxB4wDGCv3lPGR/Kklt5IYlXdKoYnERJBIHsKje+kmmQpy0SgAjoMVrxX87QxbIlcbiMc5J9ie1cssTNPY9iGR0pRVpGMbG4N1B53mR+Z8y7jtyPb3rsrK5+VUyTgfx/wkdMmuea7ndJXnkQRxjDEjLJnjkf1q/puoySxqHkVyB98c4/OuqEnOPMzw8dQjhqzpxdzv9NvBbIEdlUseOODWX4q03+0YzfWsZEsQyQp4ZazIruXbwWLAYLOcAH6da1tP1ee3C8xsy9VYf0pp2d0cThzI4C5i8q8F4hCpJBKjf72w4H5gUya9a8tp3ClWfTgTkn7wYdO3TFdhqejRahFOYNoD5JjHVT7CuRSwktrS7idc4tmVT3xj/wCtW6aexzyi4vUia7vNKvLmGDzZC3lyTEEsWVlAxx0we9Z9wRB4pDH7vnc59D/+upbsXS/ZXhQur2W2RI2GBnI/McGqmro66rH5mQ7Ihb3OMfzpklvT42ifU4CDgwlxg/WpdZSKXwVZTGIeclw0Ym65GScD0HNM0+YyTlGwXe2kUkDHTt/Ko7mTzPA0SBsst62RnplVoAl0HXZ9Nk+walE3luoykoxuU9PwNJrukC2ia5tiZLOQfKc/dJ/hNVnjuNXsIopZd9yt0kccz/ewyEgMe4yKk0XWhAZNO1Bd8LZR1PPsaAKAOLe4Azho1YGtK/uLmWz0FXSJY4oEZSgwcZ6mjUdK+xQSvExktmiPlv1wCeh96NZj2WmlAfw2SN+tAGRcnF0r43AMW5rYfd/bjSxkFp7eSNFbu2CefpWWQJGAJyHDVNaSSvNprnJkE5h59wBQBduAXW1Zv+W9oB07gf8A1qyNOcx6xaSMOkqg/Stm8nuUtdMglZBDESoCqMqNxGCaxypg1eJO6zrzj3oAj1NV+2oVAASXPP1zW1q0okt1J7AEY/OqF/BEdc+yTsY4zc7Gkz93PGfwODVt4HktURiu5AVJzxwSDj8qAIrb974eKf3JWFakf+n6LZWOoTBXdD9jum/gOSPLY/hway9LXNlfQEfMj7hz2qeb954atwRwjuv65/rQBueEbea0sr+0uEMcsU+Ch7cf5Oax9eG29VvRhWl4X8Qm5iezvOJhhI7jH3/RW/pVHxFGy3O0jkHk+9AFC4tlhlspVXDYLE+tdpORcaKj9SuM/pXH3zHZY5OMqR/Ouq0ffeaCwXGdh/z+lAHERH7PespGAGx+XFdnpE3nQGJzwO1cVqkckc0sgH8XX9a3dBuvmicN99eaAKfiGz8jWI5guFkRkb69aoSjzLQN3I/I11mv24ng3Y5XkGuRhcfZ2VkbJ6H9KANtxvt7R982WgUnD8d6KgLqbOy6D9wP5migDtvCsob4f6ehx8sIP86zfEUt1bvNFOweOSFTDKQCSpbpn1B6fWp/CR3eDLdR/wA+4qt4rugdMsIGHzgZJ74oA5CZgxqpG4R2YjLevpU7n5TVYK2ztknjNAFxMfOD2Of51NbqsduXlyqOrqGAzyCPyqBdwIB5Lx5/r/SrRTdpcTYOQ78/lQBn52wvIOquOSMcVpavOlxpdnKnVgM4/vbuap28RncwtIAHGAWIAXjqc8VpXtnE9j5cMivDbp5u9eNwHp6k5oAyki3SIezsT+RxVy1up7e6gmt3jMvlJs3fNhgMCqUEuy5tmPCq+D9SasPhUg6fK7r/AOPf/XoAu6jdZmnBjKPcESHjAUg9P1/SqSfu7eFwCGRyOOvXP9affu0sEMpQEN/EePUdO54/SoSzfZWHGQ2QMeoFAG7qdtcaPcLeWdwlzGYlnjdf41BwwI7EdCPx6EVu6PaaV410aa2jdLXVVJeNn+7Jns1cvdGaa1tbk/MZITFx/eUf4fyqlplxKpgitZjFe28h2yg4+VjwDQBbu9NvdH+12d7C8DpIMrn5Tjvj1xjnuMVlwjy9XtH6bxt/PNeo2N7YePdJbSdTK2usQfKk6juOmfUGvOfEGkX3h+7ms723dLmIiRXJysgU53L7Y/lQBNYMRq8itgCRv5f/AKqsi+ispZLqPbLaTgC4hDAiZG6sB6g1nQybtQaZMfd8wH2KnP8AOq17AsSRup2guPlx068/jigDs9L8vRtRtL+3nElnIJFglBOV3DOD6EECsyGQK9lIZyiG7l83B+4xJGfxBHP+FVtK1BbFXWZWfTpX/fRg8wtnhh6HvS3Vpd6dfQRkpcxSSNJA4J2SK33voeTn0oAv67E1trNhIMxW7GaIIGxsJB3Ln0JII9jVaZ7ePW7aMxSwwXM9tKFUnITJOcDqehz7Gl1tlutOtlt3kkkhlQh34Ypg43E9CMYPsAe9SxxHUPEvhuW4dnLuEbjBbZ1K8D5eeD9aANDW7aTw3r0s/LWNwyiWXOQWbJWRR3BHJ96ytbVLTVp3Qhre6RROUHByBhseobH512UUUWsaVJpdxGJpESWO0JOS6gfMmfXjIPtXDWaySxjTboF3WJvLbH+sTsPwbtQBYsrqC40xtLvgcE5hm3f6lz39lOOfTrVvT5nUXdrfoI74wtCGdsbj0Qg+w/Piueh83T51juvvR7SQerow4I9eP5Gt6y+zX050+5ZUfGLOVThSOqqfTrwfqDwaAHW2sRCGO5khZvOItbyAr8soxgSD35AI9cUy4tBaK+kySF9Oul320/tnj8R3FUWkmsI7mOSILdWsvmHIODg5wR3GQPzrVlZrhHspYUjtLmUSwXGf+Pd2XOF9s5H0zQBJcRTyaDHufMkeY5e3A4DfliuQnkWOVirZTr06118949v4du7W7Gy4BWIgevU/hxx9a5WyntFvPPvVLxHOELY3ntXNVheeh72Ar+zwz5tOx0Wi6XbnSX+1TpbmQlmjJPmzKMbVx2G41dvL+xtGS3hdTPs2JGp27MZwfr3z3qaCOwuY2vrlkedgNkiEbAAOOOvbmub8W6DJBff2vpkLrajDSBGJAyfvKTzihUobSRjVzCu37stBYY5JWdZYWkfzC52tnr1/WpUaSxkV2kkG7/lm4I47cj+dJo99G0GHVgCTtYjGG44PoOfzqS7uo4p3QqX8wbTn2Pf3BzWnkc3NfVs1tOkEyl2mZ3cjKseo9jWidQgt7hI51ZWB6EYwPwH9azLPTCOVKkN8wC8fl/KtWaGNrQxtGTInO4envWbDc2NOvraXL283zD5dpTGR+NOvdJt9Xina0k+zTPGVZQcEGsqwju4flidcgccA5HsTW7bx+bkrM0VyPyb69vxoTtsTKF9zzHxDpo0g2tusD4jjKEyd2xnPHuOKydR88xWE9zGvmFVDvuySQec17XqekxaxZxQ3MflzqMK+3IJ9GrzPxF4ansdOeHGWilZic9j71tGakcsoNGTZKYtbEW0E5dR7Aqf8KoxLu0W4T/p7jH8627y1ax8VIu0hEk2biOo28H8cisg74tJvgoU4ulyT1XGcYqyC1YHy0RehF7D+alhTJtMW70+RwAs4u5wsnc8jj6Uae6ztKxDhftsbr04y2efzrUAxoUz4wy3dx/6EKAMbStVKCTT79cxuCrK39Kv+IVX/AEd4cm3W2VI36g47GsnUoBdIlxFxIRwR+tS6bqrIj6ffodjD5kYc/Ue9AFVvLMELI3zBueO9LFKVmj3DOLmOZcDseP8ACrF7ZmztwAweIncjjoR6fWqUztiBlPAcKwHsf/1UAbGr5+wwsTkieUZ+jmsvUPl1COQj7xR8/lWnqJ36Yx9LuT+ef61majmSzt5v7uU/KgCbX4tuoXLEhmZw2c+tWNJRLgMr9U7ex5/rVXUT5zhsY3xg/pUmkziLUkBOFliH59aALttCIb+aLHyyRnFPiiM3h642jiOck/iBU92UivopG3EbtvHvxTbVLk2WqwRzGNVZXKqM7uo60AHhC3hu01S0nXKMFxjqPce9S6hFNN/odwd15CN0Mh/5bJ6fUVF4I3LqN+rNuzEOo96teKEKLFIrbHU7lYdqAOf1gt9gtSeGAP4c963tB124W0EVpaKPkXI2jGcc9fes3WbmXWLeNxbCKeGPc4B/1g/vCn+C5A1zLCSOxoAoaurz3Es0qhXc8gHimaDcFRs7qc9a0fEcbRau6nOGUNiubsnNtqJLHCE7fz5oA9In23Gnqw5yM49K5GeDyoFU4BWSRfw4x/Oum0efz7NoW5I+XNY2qxmOQD/a60AQov8Ao1vk8+X/AFNFOVD9ntx6R/1NFAHU+Et9vo/2J2B8hCn1I61ieIphJNCO6x4/WrXg64kktIy7bpJIgWJ7kjrWJqbE3s/OQGwKAM+Tpmo1P7uP2Y06ZiB1pu0eRkthlkHHrxQBOGBliGO2P51egffpEnPzLN0Pvj/A1mBXLbwpIHPFOaTbDKmePNVv1NADgMrjrlcfpWnuU6ZbgEkTQ7DnqcjHH5VmZKjP0NSmV/7JtueUTj8CaAKkpkEHGQ0bfdIzgjkgfrVwuDbuv3sPkMeoBH/1qqXu2RZXPRgGwOx71NDtW2ki5OMAE+x4/Q0APeR5NPlU9IzuXPbO0n+X61GjjY25x1H4/wCcVMrBraaFQCrbsH6j/wDVVfdutywGc4/OgC5HcbbWa1P3SRIuexHB/SqkbhNTQxZ+dB271JFEZfMfdgxIXb3A61CIJINTCE8wSFT7oeR/OgDWm823SW5icxzQ3OElBxtJHT6cV2uk67pfjvS00TxCEjvlU/ZrrupIx+R9K4C6uZcySKELSAbwwzg5PSorVUK/eZJIQ+14/vAgk8fnQBqal4ev/C90ba/XKhdiTrykyZ6j8M59MVl3oLWKyblOJAPfP+HNd1oXiiz8Q2H/AAj/AInIy4HkzjqpxwQf51y/ifw/e+HZZLW5XdbsVeC4UfJKAeoPr7UAZ2mCJrwrMxWNVLEj0z0/Gti2uFs7yXQtQlaOJJs21x/FbyAjBHt7d650j5uDzlh/Wui1yGK81MMSA1wLc/ieCf5UAN1qCUaTeQ3ihLm3CuB1WVS2Ay4/hx+XNWW1Kcalo2oyFZkVSIinyqq4ycH+8DuP1FQxuLq2l0i+uliu4cpbSscrOMjMTDuD1B7GsyJCIobJleG4ilO6CToCTghc9Mgj/JoA7SGVpbeCBWkF0MTQSRsMCRstlj75/MVDq9lHrOmz6laMYdTtwJ8INoDnO4n0VsE47HNNhvl0q/tonskFoOFjwd5hb69cMMn8h0p+pTtol/Bdzn7RZXgPnxR8K6MeQPQjg89KAOa1GZNXsLbUoIyslqhSdAOVXOenoOoPpmom2yacig4eM7QwPUZ6j8MH8far2o20+gX1vf26ia0njJYj7s8Y4zj+dZEyi2LRxFnhY+bbnsy9GB+n9BQBtzD+27VMZF+i5QjP75QCCv8AvgD8QPass37S6bLEJGjbyCrqDkKEIKn8t1TWE5jZIyzBWb5ZOhQno31yAR+NWJFGoW2oEoqagu2WRQuBJtIyRj1BORQBc1t/M061gkZZJFkwZR/EmPlz+FcLq6jg9ui/h/8AWrt5cvoVoVQ4BZSSOMnOP5Vy17CXhYIgZ8grnse/6VzufLV1PapYd1cEnHdX/Mo6VrElk6bWK+V84I9vX866keK/Js5LZnEkcsA/0f1B5Kk9hzXCQbBchZBgFsE5/nV6Kym2JOGEhmkMahTk54zn863aR5cZNaHWxPayaUb23kgSQ486BpduznsvcGsq7lS61iNbCZ5Ll32MH4jbd2yf51KnhC+vb+GBYtspi3Nv4AGeCT2HNaFr4Y+xatNJfXCW8MEiKXkOATjp+lTojTVqw21e7jQzRyxrEPl5mBIPoDnmt7S9YkZUkZysycENxuXvg1z/APwr6/k1aFkEQt7lyVl3jy/XIboa0jo9zpl3d3WoOLSGPCwq5z5mRtXA79OamST2Kg2tzs7fyZYvkJWQcBd23B/z+FW0v5LZirlVIPPr7givOIPFstorRGESMvCsT8pXpj1xj34q3NqNxOqXljfsIT8pWaJW8oj+Fv8AHoahxZTaex6Pb6+YVYsscqD5gQdrY9MHrXP+N7m41fQv7R8PSsbu2+ae2ABZ4sHJ2nrj+Wa5WLUvEihSvkXkOd3yRq3HsRzXS6ff6hqMQNlpNmLyMb1SVGVgB1xgg/kam/KDjdHm48aDUjENXt95QKFmg+UjHAJU9ePTH41eeOO6tdUmspkuLeRfMyn3lIYcMvbv+VVfEvhm8lvZrz+yhp7uctHCreVnv15WuXgnutIulZkZX7HOMj69xXTGcZbHNOm47nX+HijQzxPlXEiOc+gIrZdlPh9irBla8uAGUcHkViaHrtlcX8JuYktwxCs6cr+I7c81uOmzw4uSDuurg8dMEjpTM2rHPWTebZSR9Sjn8qk8WxGTX1EQAk8lfxwoqnp8mzUCnJDybMVpeIww8So7DACgEH3FAippmoxzwSWl4pZCMFe6n+8PpVa5ikt5HiJzkCWM+o9qWbTzLbTXMbFZon5H94VNY39vc2/2W7XkDCseqf8A1qAJ2k87QnkHe5Yj8QDWc8q/ZbmExl2VgwbP3Qa0o7SS30C6jfkJcDa3Ygr/APWqHS7dLi5vI2GQ8GF/3scUAFyM21i5CjfHxj0FVIg++0liUttJXge//wBel+2SJa2SeXE/kybfmHXBzioLnWrm/ukWVlRfMG2NBtVfpigDor5vMiycjbg9Kv2jwT3GpCBmbfbgnI75H+NZUcyXNgjAEMVwT2OKv+HCXnn9TbMp/A0AJ4NGNcu1x1i/rVvxXFgFy5Oeg9KreFF2+Irjj/lkf51oeK4ybdeOaAOavbl0tNPuITtkUEA/0PtVrQ1X+1FvbRcRygrJEP8Alm3+B7Vm3OF0q3DnG2RufxqppepS6dqySQ7nR+GT+8M0AdH4t/4/7WXaBkba4+5MiSlU65DAHpkV2nihorrTLa8hYFMjae/vmuQvV2yLL6Hnn1oA6rRtSgijSRz8zAbgO1P1qZLyLEMRD5zuPeuX0ydd21XG5SK6mI/aArqQHTnJ70ARwwmS1hbB+6c/99GircE0iwKosTIAW+bfjOWJ/rRQBH4NfENr7wL/ACrHvpPNu5j6uf51L4buTBpayKfmWLgGqLMTJyec5NADQvm3cSY4LAfrWx4n0Q6FfSRLlreTbJC/tjp+BrKsLS71DUkgsYGmunP7uNTy2Ofz9q9ElhHi/wAINCVK39r91WGGVh/Cfr/OgDzVBuuEGSNzY696jc4XbuOSFzkemKU70lXcNrKRlfQ9/wCVTXyjz5B2I3D8ef5UASyJ5YHIboQR9alBkbRIwXDL6Y571RWQ+UFZTgIOc1egAfTFQnADY6fWgCDyvNsjGFw4IT6hhwakuIxDqBhLbSYEP4hf/rU22YeYFPAZdoI9R0qtevIdSSRh95eA3HFAFu0bI8oAEudq88ZGR/Iiq4G23cc/KwAP+fwotyUG5Tysisv5A/0qW4w0UroPlaUkfTr/ACNACbzF8zDKtGRj1BFWZ1zDa3uT86rG5/2l4/lg1Vc71RQOg29O1PZi+iSx5JMMqyj6dD/SgBs8qlpozngA/hz/AI1ahUI5ZTlnklSQH+H5QRWZnN4wJPzx7lyPStW1YRapMJU77Sp7EoRn88UAZ85DPYtnaQqgsOxOcH9BXaeHvFUeoL/YfihvM09lEcAY4CsDy2fWuFnBSMgZBVQwz7Y/+vUtyQ8ZYdGOfzGaAOp8T+Dbnw/G97DMbrRGkDpOq5MWeocdvrWdq1x50FiyBSy28fIPBIJGc/gK2PC/ji50E/YtQU3WmN8jCQbsA9iD1q/4g8Gxz2Emp+FCt1p8i+Y9nnLW5zuPl/7P+z27UAcskkF9AzCFQXRg8ZPzROMYIPqDznuKLe4TXYRZXbCPU0UJBcMcCUAg7WPY8cNVWZG06I36P5iyh4ZB3VSuA3sQT09qfpFtFNaap50W5/IAjlGMxvuLBg3bpj6GgDqFkI0u4h1G2WS+sQ2EZyrMvfDds4zx3UetS3lsusaIkloJZFKCSJpGG88chh0J46iqERu2e2tNQAS+aBXt5jwlzEQCFJPcZ4PY9auafqgsppbC+jdbaYZiIyvlOP4TjoPf0oAo2UU93pqabLuw+ZrKRhxuPDL9CRj2YCsOW3Nj5MFwMWtyBJE/OYJMkc+2QQR/hWrfShbiO3uQ4dJDtkVckhueTnnnkEdPQ069tLi8064vbpVeMp5TyRnI3lso59Ax7+p98UAYhSWFXicFZIm5GfxH51ZW4b7Ul7DlRx8wP3W6Z9/pTLZHmlFjIQ1xCoEbHrJH12/XuPyqFHbAtY85KMdp/vA8UAdTBJFqGjXPkKQ65Lxf885Ac4H+yeoPviuZlTOWxxzwKn0e8ls7mGSKI4nP7wN/ECOf61Y1KBYbt/LBMUmHjbpwa5MTHaR9DktZOMqT9TltS05pgbiBPnH3lH8Q9R71mxzfuyCzD0x2NdWqD7p69qqXmn294u5k8qf/AJ6xj731X+tFKvb3ZDx2WuUnOl9xlW2qzQIU3ytgEb1cjjOcEdxnmte1vvNjBckuX6sco46Hd6H3rNGltbSpIZEkXOCM44PByPpVy0lhtLlkO2aLzCpz0ODgHPpiujmTV0eO6U6btJWNYvJBAYA8ktq3Jhbgoexx0B9x1oEjNFHHM5ntwdiyEHMX9fw/Kt2wtdLuoMNNPbqQSA6BgB/ssOfwqBTo6XGy5ubmJzCQzJDw5H3W25796jmuU4WV2c5cWrAiRSJFJ+Vl6GrOnM1vclidsb/LKM9PQ59jUqX8FleyG3ilubRwudqjHOCwKseCOec1dudf8NuqAaRcwkEmR5ZdpZQeMDvkc9SQfUU2mJNdRltGEulLPJbqGI82EfMjdskHp71o3UXiF4Umjuri9t0O9fm3FSOM+uKzzMl1/pdvE00ZK7gv71VUdCQu2RD7iun0PV5LYec6k26kt51m3nKO2WZAWU+oeMj3FQ7l8y6GHB4ouPPX7YZlnTIEyMQwz14PBHsa2YRoGtOr6vYWt1C+Q0lupjbJ7soON3uMfjW8yeHPE9isl1EgQuVF7FgbW7ZdSV9OH21gar8PtR06UyaNOLnC7zCDiXHqB/Gv0pOPVgprY5TxD8OLvTQ+peG7hr+0T5jGnMsY69P4h+v1rO0DxHBJatpt8BEjE7JFJCoxxyR6HvjpXQ6f4hu7C7DO8kMqn7wyv51B4y0G21yzXxPp0aW1yGCajGi/IWP3ZQB0z0YDvg96uE2tGZ1KWl4nOmCa01YRSoVcTqevXnGR61papE0WrTiUswVhknnHFZ9rr7W1rBZ6rZx3MUDr5V1G3zxgHp7j64/ljQvtQsNXv5ZrO8TEmCI5Dsbp78VsczVhsbpJb3wRifut0+tYckRYl4/vZ7VuW9tNE11vjdUaLhiOCc+tZJG1SRwSMjH1/wDrUCLVlqPmW7WcxIRv0NWLdZLW5mOSDsXDDv71Dd6cbqGa+g4kQK7LjG4HvSWN+LiMwStz0VvSgCngeaYm6eaDx9armER6iFwOJBj6Zq3fxGK8xnrgg1XYD+0omPcqaANTSpA1nIh6qSR9M1reHXxrE0XYxv8AyrE0wbEcnjt+prT0KTZ4kgz0dWX9KALOiXv9n69NIE3FkKgH61a1zV7u6jG+OIIDxgcmsyI+X4gAx94laualEptSASSrGgDKvV83TLc8fM54FZTxGK9gPQq+QfcVrvxpNuMcrKf5iqOop5cob0INAHRahZhbQwjH2e6GV9El6/ka5W8jLwbXGHAII9COtdwhS88POjf888q3cH1rlbrF3Y/ahjzFOyZffoD+NAGHprBJy46Hg12OlSB/lPOK4hY3jlkxxhuBXSaVcfKj5GCKANi5umt5Ai4xjPP1NFLdZkdGAjxs7/U0UAc1p0m2yiRThRGpb3JqXuTVeyUi0iYdGjWrEmVi9zQBLp97Pp12moWsrRTQsHV19fpXuGnfZvEdhb+JLNEivpV23Aj+5MR3/wB73/CvD7G3jn8uKclYZpFi3jsSRXaeGNX1HRNIntLaWP7EtwfMEkgLs4OMAdhQBn/ELQf7N1MahChFvdkEjpskxz+Y/ma5m7+Z4flADxDgH2617v4m0pPEnhdop4VRyQkcmcHeOQT+leE3UckLRRSqVli3ROp6gqaAIZAUwB/d/rWnNHBBaxiBiY96nDfw56j8/wCdZtwRvUdtgrT2RSWjK7GMNh9y84bHHHpQBkIJEUgjIEhZB646ioLkt50EpXbuXcBnPGelTICLmZM/L5hbA7EilnjElosmeIW59lP+f1oAmAkRS+0+VvA3ds9QPypwybeReOMH68Yqzpt/FAs1peAG3u4wCe6SdFb8/wBKrKpEbjackEEe+AaAGQfvM9emasWKh7g2xAInVouTwCeh/PFUbN+UYd1qyGCSbxncOQR2oARrURXKDkMkZUg+vHFTrObmeWRs7mEbEZ7jg/rVu6Je6Nyg2rLD5nTPJwD+oNZmlZklLHHdT09f/rfrQA2VfNuSuONrA/Soojusow3VW2mpopMXAIbllKkAe9NWJ0a6RvvBlkz7cUAWeNzqf4gR+lafhPxHfeGpTc258y2GPNgJ5x6j+tZbnMsvXIG9cU6FWCXSrgjymk5+o/xoA9L1LRdK8bac+qeHnhiv8FpLdhhJTg8Edj15rzzTJBp2q3+lXcUkEzLsTf1VgPun3PIzUNvqF7oN2dQ06c/u2w6Dow4Of1r0FLnRviJbwvIFtNbtmyG4AcjsfrigDlpIl1fw1bpEudRtFEqODzgDkD8B09qfpl1/a8qQyyiDVoo8IzcLcADIz6N2zVKCO60rWzpmoQvaSwcM3XAzww9QfWotbtpFlhu4lMJ2gxsCM4HGeOnNAF3UYFSG2vEc7JmwYi3+pdSPlGecVNY3T6cYzkyWlxDtmhOfmUgFk9jg5BpsH/FQaLJtkRL9G3PCON5A++B/OsxWuEMtvIGY4U5BztZc9PYgn9KALfiLT47DVY5tPnxvVZ4A7YVkOcFW7ehBqLyReOmqRDy3iObiNhja3rjsDV23VdX0o6XJgzJmWxkJ6+qE9ge3uorGs9Rn0O5SYMGYnZcIRu49+w+nWgCxeshmsnhDC2kCyYxwOckfzq2oiutOKCVTcQSuRsyVKbum7pnJzj3pZpzNbLBp8kkVwrebHbBztmTvs9T6r7d6LKA2l1JieFbmKcyNA52seRkgY9CcioqQU48pvh68qFVVI9CgVIc5z1pMZJrZ1GxX5pYSGRjuHqAeQDWKQVY+3WvNknF2Z9jRrQrw5okbJznpUE1hFKeFKN6rxV3qee9PAXNVGdthVKMZq0kJpGoTaXIYrlTPauOhAJQjoQD1qr4tkgaS3vLW4Vyy7CFPQDpkEZ/OrDrknAqNowykOoI75Ga0jVtLmZ59TL7xcYsw4NYdWUydR/GO3+frWxa3cU0RCsjxt95CAf6fzH41Vm0y2cnEZU/7NUW0t42Bgl5B4zwRXQqtOXkefPA14dLm0dPtGCmCSSzkJyGjOBn2Gf5Grhu7+CZZbqGG+MfAuYmMNwv/AANcN+eawIb69tjtniMqHqccn+h/EVp299DdYWORo5F4CNx+X/1j+FVr6nK420aszTXWUnczx3Je4XO8ysbW7x7TJhZB/virkPinUI/KgjvDchW8wWtwggnB6fKR+7k+q4Y+1YNxErgmaPp1IHT6/wCRVVQUj8hgs9q5z5UgyAf9k9VP+eaEyJRaPTtP1nRfF1x9j1a2f7Qv8bDbPHjuR1dceuf96rPizR4PCnw4v4I75ZJL6SOG33Dl494YkD2AwT06d6x/A8elxxSzz3kdzNCh+y2t3DvdJuq4f7wXNYmrJrOs6rLdX0LvdSYJIGFAxwF7BcdAKyk4qWxtSpSmmuayOIkaPaS/zk9gMCqRjik6Qsjf7BzXcR6bIbtbaYxKWYKQxDd6hvtJ0+DVjBK65XP3EIreMm+hhUjCL0lc5K21K/02T/RLmVBj7pPH5dK3tM1vS77dHrSxwN1SeKIjJ/2gPx9K0LjQNNB3RXMybezxgj9DWbL4ULxySQ3dsdrch2K1dzGyZ1VtY2V2k407UrW5EsKqAZMFcH061z994U1OEfaY4OB94Kc5/LNZE3hLV43ylr5nG4NG4P8A9eqzTa3pRG83kHpu3KPzp6C5TZNvNMghuomjkXlGIwR+FUriCWC6tBNGUbau4Y4z9adbeLdXj6X83Hrhx+taCeK7iRFWeCzn24OQmxv0waLC5WUbNisdyQc7Zv61oAvZ6jb3R2gpKrHB7GpBLZalHcytp9zBnDSSW58xV9z3FLqlpClsJYZBKpUEMKQNNbjr/wDda8rjoZOPxrRm+ZJlI75B/CsrVGUPbXKupLKjHnocDNbj4bdgdVoEYUrhdKY945s1WvlaSMc5JHUCpJ5Z44LmGN9sbHLKVzTY332EWQQRx/SgDotEJfQxkZO0jNcvBMLXUJUl5hkJWRfY966PwvIxsZUYZCOVrmtXj8vUpl45OaAKF9AbO8ZDu+XHIP3h2P5VbtAYMr23bl+hOabef6ZpO/P7+3wDjqy0+3k820ibOCilW98d/wAqANwylkjP+z/U0VmedhVHXj196KAIrKDzYkWIEp0GD2qzc2jxj5lI+tS+HDcx6dbywqh6fe71s3+ro0RSe1VSR94LmgBunaZbXPg27ee5Fsy3SMkrLkKegJ9vU1VNtc2enCO/jUXAnGSMYZc8EHuDWroUC6l4S1W3wCQr549BuFY+iRSahbaTbOxcyybPmOeP6UAdU/iS70u6srMzSPaeeSd7ZKkDaPoKo/ELSQr2+s26jypiFl29A2OD/T8BWd4uIS5kQYBSdgAD04rqPCd1B4o8NT6PfHLFNme4I6Efp+VAHmV1w0ZB/wCWY/lV6QobMhnUnCEL3ODVfVbSbT76W1uUxLF+7JHtxn6HrS3HyadExOT5ef1oAdJbo4F1EcsCVmQ9QD91h9e/vUFmyM8kEgzHKvln2z0P50nmCPVY2A8xCo3p0Dc9KL6FrOUoj5hlAkjb+8Mnr7jJ+hzQBVmWRIRkZeP7wx6GrcMyS2+9M8kHFSXJV0S6PAYfPj+8Bg/nxUKxlFOAAHG5QPrQBXhXy5gvHykgfSr8JAuIcjgnB96qSfeUj05qZZDlTk/KQR+dAGjEBJokxBLPayFSO+1jx+o/Wsa2ka21EEZZXBI+h6/rWtZZE00K/Ot3E8ZGcYPUH86rahbpusryHiOZCxA/gcABh+fP40AU0YpKn+ycfzqd+ZwByHUxkn1xkVDa/vZ41HLbgCKlnASHzVBJQxyf40AS7kN3F8xYFMHcMHOKdbtuSYHOVjYZ9jj/AAqszE3uFPyltw/Knh9lzIoHDpQBJPvI2sAo8pSSR97H/wCuqVq1zbz281qXWYgsCnr1OfatK8hkl0lb0IeohDdQcLgj65plk32fUdPlVQCX8sh+MZUDB/OgD0DTNa0nxhpsVjraP/bEbGK1eMfOT35/u+oNc9rGiX+hXRhv03QkHDgZG3+8D3Ht2rncz2wFzlkgaVhFOo5hcY6n0Oa9K8M+JbDxHanw/wCI8LcpxFMrAYPqDQB5zbtJaXYlhk2SRkFJB9eM+x4relni1a1N9bQldQtnzcW6kAcHlgO46cCk8V+F7zw9e+XPsa0myY3jXEY69Pf1rEt7iaCNblW2XtvtKOnIkTPzZ/HGKAHwXAAjUsCnDsiZUZ6bfoOvPcVe1i2j1CyfVrZQrn9zdwoMbJOm8ezDH40s8drqGnve2cAS5XP2iIH7jddyjuCR+GaqaTfnTb2K4VSbWeMh1PO8fxfiDyKAI1K2ltFp8spExw7Ef8s89gex/rUd+MXjQ3jATByqXOfv8DG/3/2qr6jp7Wl1KN5lhLGWKVjy6tzk+/rTmke/ihVyDcQDGMZLqcDI98etAGu2oXem6VC86GR0ASaNzgjD/KQe4IPWpGhi1JBJYkHcuRGT8y+oI/kaylumjtJtOuWeW1AIz1eHBz8p/u/7NTWVq9rIkkcivGIZfKkjPEgAyPoevBrOpTjNanTh8VUw8rwHNG6YDKVI6g09e3qK3ZdQ0mPSkuNYDmUcbYE+eU4wCP8AGsLUftGmJbyX1q1o1yC6QsQWVP7xHbnt146VxTw84vTU+hw+bUqi9/RinGKQ9BxS6S8Wpata2EjNC1xIY0dh8rHHY9+3510Wt+H7Xw/Zfar7UoYj0SPBLSH0Udfr2HrSVGfY2lmGHWnMcw0TNj5SaVbR2X7ma1tOt5NQs/tMcDrCBne64GO5BPWrxMFowBXdhl8wqfuA9/5fnQqc27WMZ4+lFXvcw7bR5p3AVSM1qx+HtPRS95LHIi4LIuCRST3xWW5JP+jQSBWccBMjgk/risi/urly19EASNvnFRjOR1x/dNdEMPbWTPLxGZua5YRNb+ydIPmLb6o8SR9ElXeAM/XIH0xWVqWiXFsfNijS4jwCHtnDZz/snB/n9aoW8ksmowRiVgtz+66nA3dD+eK1VluLSwurZ2PmQ26x+4+f+eK35Eed7aXUp6Xr93pMzRJJNGrDbIigI+PbcMj8K6WHXXFrNeJj7H5vy27tuIVh2HsR+tcrZ67PazbJ4454gcfvEyfzrrV0bRtcs1l0wtZ3gXlY2OM+4pOHVFqsmrMQSaZdXcNzKxgZWV1k3kxn6nt071yHijT7yDxA93NCFhk3FHVtwPBxV+VbtW/s4QhpoXZzMjcnjBG3HTimw6tNbwrasFmgmyj2LHDJzw0efu/7vTNWn3IlBfZZUuHCzLGf4kBHvxSQQlra/jAJyquMexI/rT9dt/Ilsp4lbYyjkjH4Edql06fyL8qxK+ZG0bHvkg/1FMyM2yuZBq1nsdlDIUODjPFWV1a8tpp181iPm7/pVTTk3a1CCeVcn60XyYu5V7HNAFg31pcQQtdWFs7OnLvHyTn1XBpvl6HKgkRZrZs4JSTev5MP61F5Bm0aB1cb1Vn59jWeCRA49CD+FFh3Z1qXllBY7LJ4XlII8xFwwGOh9j9KhvWLaOmcZAwa568snty08RzHu2kf3TgVqWbeboWT1wR+VKwNt7lK4UNbQv3C46+9dc/CoARjA/lXIyfNpyfVhXURnNnC3/TNT+lMRi3YKtOPbmljhkW2lkTLRo6gn03DIz+IP5VNqK/vGIA+ZajtLySGZbdUEsV7AIXjbpnsfwNAGh4alCyTx54LBsfUVl+I42j1HcRwasaBKE1Xa3O4YqfxREGfeOwBoA522uBBOrOMxnhx6g1KsZs2ubcfNj5oz/smqTjepUeh/KtMr59qGH34wPqV/wAigBjttSIkZ3IG496KgeX5Ih6RgUUAdJoiBdLsEHAaJWP40zVsFlQZye1SaHj+zLR3PAhQD8qSYi512BCPl3dKAOn0KJLe9dFyIri3U8eo4NZfhq1a28T6ba4/1Mr8fQNVzSZnF2UPOyRkGPQ1BpshHiqa4b5THHM/0IFAGRq+q7L67le0juEmco0cnPBA5B7EYGDVHw9rR0XXYpY3byXbDduO2aq3kxeQE5+difxxVGZCssR4x70AejfEvSRLDaeIbdC0M6rHMQOAR0P8x+VcVOf+JbGmQRtI5HvXoXhqZvFfhafTrydi4TaB0C4HpXAXkMlrttphh4jsfPsaAM+Vit7bt2Kdc9DkVp2iC+DWBAZwxktwO7dSmT2I/Ue9Zd58rwsOcZFOSSSHE8bMrRhZAR1yD2oAsqVuoLq2VCuctFyW6dck81BFnnk/KwX2HBrR1Eof+J3alQssm25ReiS87uPRuv1zWfGQbSTaCNr9fUAcH8j+lACSoY2BwDkE80ikuOSMcY9KnuwoSBjyPL5x71WiH7vb02jBoA0I38oLIGUbJAQc1W1IGK7uIl5j3u0Yzxhsf4Co5G+Uccqw7e1TXpLLDNnhwox6kH/61AFS2YJJC4J3FhxjvVm4AWGZQ+5TDwce9UJyUL7f4XyPx5qzFh1xnO+HOPegBkIZ4ra6U5G7YR9B/WrEqK8i5ycAjAP5VFpsqQvPA5zEWCuR2B6HHqDz+dWbgyedh440dCUYRjj0z+PWgC3HcG30VrVZCY7hwWRlyvrlT2PY/UelZ8jqot5Rjeki7n/l164x1pZ3kSyhR+AHVgvYqelRzSARJGWTicHOP0Pr+FAGraeXc2FxaSyMrtMTECcJnHGR0OeKoXtqYChhZ124XcRhopO8ZPp6H0q/AIYnlMu0qWUDnkEqCR/hU93bfaWmgByl3h0MrYAK8jcexI4z60AdN4P8Z2mt2P8AwjniVRJEy7Q7dQfUHsawfFPhG88H3iSoftOmSsfKmA4Kn+FvQ+9cncwSw3XQrOh+UnguPT/eFeheDPHEM1k2heIE+0WU2E3PyVP+NAHIQ3Eun3Md3bsE25znoyk9D+eK1Z4ILvT1vbAHyN+4xDkwyf4GrPizwfcaHOslswudKuDmGYc4z/C1Y2jai2lXEMpQtAwMc6D+JVHJI9cUATaTGdYivdCLhbkBpbEN/G45ZM+hHT3rJWKVGiCkxy7S8ZYYIx1U/jxWjqNitvOmsabIwtJJPNgdW+aF/wC4T69/QipvE8o1C2stetVCCQ+XcKo4SXu3tu60AUoYTfh5UARvmNxuOAmc8+9T6QxtrmSO1Ofmwyv918nb+HXqPWst7x0nSdCf3vLr2J6EVdtVMMqTISYmIAJ/h4P8sUAdFfQyXuk2txZR+ZPYsJPKkG459SO+MA++Pwrn/EOo32s3CXGpNGbmKLy28sYBwc8jpk5zxW9c6umjXF3Haxs9+rkJkfLGp7n1+n+Tzb77y4lmmHmGQlpSRjJ9eO3tUyZvSQ3+0pX0yysItk01pI06TJnKbsfITjqCK2LI3OqXVtqGpJJfXTFkUNxFGOccDgj24H1qHw/JaWPiCwW7WGe0u7clVwCInJIGR68d/WtXxFfJJpjXMQxtmdUVeBwBjHpT1IlyrYS71OddWnS9VnBjKLGp/dgY9O3XrVvxFNDJp2lokLC8nsULb12hlGCAAOvQHP4Gs+3urK21G+e+tFe+dI0gkkUFBxknHc9B6VS1SZybScTySGI7c52kDJXaPQUzMnJL6y9oxJjllUsvUPx1x3xS+GBCdZtdMml2x3kb2xZxwDk7c1HcGL+3Y7q3nBuEZGWI8bxjkD3rDuXdJFdSyPHKxBPBXncPpzigC/qlnNpN5HBKNk1qVz6FkbqK2NdmB1fXNvC+ShA9PmB/xqj4hvP7Rs7C+cktMhEgPY55A9vSm3byy/2hNKwLSWkbE+vIoAzra3S81MWkkiIrS9XOAT6Vcs9Tu9A1Joo2+5IVV8dcVnTqyz+aFIA2u2DkAetaWqXH+l3enyQhoppQ6SD70bkfyNAHazJaa+r61Ypsv1hZZo1/i464rzm41CaK5UbQCp/i/wAKv+H9dudD1RGBwyt8wz94elbvjXw9DfWyeItHTMMnNxCozt9xQByt7dSXVtDK/wB48k5NX5o438x0LeaCMAfQH+tZAy2mLnqMitNJMXiLniWFWGPXb/8AWoAqWXy64pxjBJ/SpNVTZfuKswNbw3F0sttvmkQNBKGx5eDk/XIyKi1ZS16M9WA/lQBFaDNhaL67l/U1QlGyWWMdCgI/Or0BK2dvyfkc/wDoVVLvIuVyc7tyfzoA3JoGXR0kZ1YTO3H0AqhpzBdMde25hVneBZxx4xncxz+AqpZDFpMPVs0AQRsGgkhzyCSBXW6dH5mnwevlLwa4WbzI5TOinYrAMfeu68IOdQ09nd1URNtBJwKAKOqR4YNwB0rDklMC28v/ADz5H15roteCxy7VdW552nNc9NGrwqpbALEE+gNAE+nlk1K3bOMnFbPiNTtXPdcViQxzJcW5MmQjAflXS+JIwdMW4jeNnRMlcigDhiNre4NXbOXymjZiNg+Rh7HvUDhWIkZgN6g4qLGRweB1PpQA69iNvctFzgdPpRWgJIZ4YmlVi4QKSB1xRQBq6YCmg2rj/nkv8qjspGfVhIQPlpbFiPD9oMEful6/SjS/+PlyevagC/Hem31O5jK4y4Yc0thJk6rMBjZaSYGem4gdfxrL1STbrUhPG5VNaVsCmkahMB8sgji/Mk/0oA5a5kH2pFweM8+nBH9Kc5HmRcA7h37VDcHE8Z9WK092OI+OhFAHSeCdVbTNcCn/AFbtgjPrW98R9IFtew6tCoMM+0OO27tXn8cjJKJYzhhyD9D/APWr2KEReMPAL2u4edsBQ9ww5/nQB4vP/wAe8J4yrEHFSyEG3TGeUYHHsc0XqGKBkdAHR2Dc9/8AIoQMLInjHmkfnmgCXSblYbi6huQWtLiMeco98YYe4PP4VamVVjePI+QspYDhsDj9MVm2uPNlLd7fuOOGFWYpDkBuMgjn+f5UAOkK/ZomPA8sg1ViPyjgnIzzUxIazRD2Zh+FRRwsqyAZPl8GgCVh+6Djhtw4qxMnnaGkq4zbz4YD+63IP5g/nVWM5jwOe9XNJT7R5lowx9qiZVz/AHhyp/MUAZD5N06lgFJ4/Cp7biVVb5dqqPwNVblzvJ2bWVznHYEdKv8AltNZxXmRuX904Hp1U/0oArFSuosg6Skp+IrSu0k+yLLKVSSP5HDHBYgfKfy/lWfONsjbxyswJwexq9p0EMtzLZNtQXEZ2kfwuOVP9PxoAjVY90KyKX8wMNu/rg5B9jyaSdsaeXDFW89CAWG4DB6j8ahUNuVgCxRecLyPm/8ArU6+AaNpAQd2HUg+tAGibiHfcQTZxvVxKpyVIHcdxUkm240+OESIvQNJncqAnhl7ge1VLeaKSWUS7lYgDco3FenJHp7jkVektRAZZYblcxkNDMv3ZuR37H8iKAJtQkstfJVLcW91HAq5P8boPmz9cZBrAeDy7pY2bc0iBkbGPNX+jDp+FX7S8ktdSNxG7212oKshGQX6YPqOT+dV9ZU3BlkUkNDJvAHGFbnA/OgDs/B/jNI4P7E1n/SdPm+VC/bt+BFUvHXgyfw7MmoWMkc+mTozBgclAem7/GuKL5HB3dH4756MP5Gu58J+MRpE5s9XUXdhcKAzN820EdPpgUAczp2oSWEu0oZbOVB5kMn8Q9cevvWjMYLSzxEXn026BiIyBsJJI3f7Q459K3/E/wAP4p7Ma94Sk+02o+ZrZGyyL3C+o9q4yzvzZ7kkjEltNlZYW6EdOPTH6UAQXdlJZzxR3B5DDLj7rHsw+oqaGRYGYOAYXcgjGcHJ5/I1rT2MMthbwpO0sAB+zzHr7xt/tDgj8fWuf3MWSBx0mAcevX+mKANvWfKvJpJIm3TF03SdARgADn61W0thDqiC6CyIMgxv909iDVaOdjZ+Uc71HmRf7QB/+tUupgpczyKdu24D4P8AdfBpWKU2kb1pYaJLJGyWRWVXICmUhWFU7ry5LO4WVR5a3gyoGAFI6D6YrJikc61AC/STuP8AazWtqK+VqM0B/wBW5jcr685NMm5n65AZPEEwYkRyRiSFgeNu3girMrh9Js3uVJcIC+OAwDkZ/KrVoV1iIWbfu2tpWFsccEd1J96guIp4bOytplZJBbyI6sOhByaAKmtW/naq8cL/ALwbNjjvxgfSs998sbRTuFZZChk9Txgn8RWrIpXVUbBISKNmx1AGOfesqQxs0xfEoaYsVPuaAL12si+GY0cfNFOwU9iODkHvVy6xi7UdrBOB9VNUEaSXQbuN2DiKbCegGO35Venx9quUJC5sB1PstADbFy0yvGiyIbUl0fONvGc89qq63mPxPGAcDgEevAqbQbyK2kspLgZt5Uktpv8AccFT/PP4UmqWzx+ILeKRgZFVQSvcqMUAV5rL7SlxMGw8IBX862fCHiltPmNndfPaS/K6nsPX6VRcNFYX5OBudVwaxrkiOK0mTAbyufc5oA6rxR4fXTA9zaZayuDvX0QmufmkMa2E47AD8M4rsfCmu2Wq6a+haow2S/LGzdj6Vha5pZ0yBbR0QpFKwSbOflJ4JoAinMcEhd1LAIyjBxgkdan1lY4Ly0eKVJGZEJHodvSmajatbqYXkWQhQQ6HIYY4NQaswNzasAANqdPpQBWkkP2BnxjbI2fzqO/jVNshPS5wSP7pAP8AU0x2/wBFmXGfnai8vpJ7RLJ1j8vIkVgnz7sY5b06UAWkliluSsBdoog6bnTbz16fhSWZAinTgZH9afpML3IugCvyYk255yeM/rVeJSJXTGCc9frQBJYDzIr6FxlXUNg98GtjwraC2srguCYnkymGI9qo6bAx1BLfKnzY2TAHQ4rqfDVuiQvbTbI3WY/fGcjuKAMDV44SQFDAk9Cx/rWTcqBbyLnGGrrfEM1hJo0UdvbmKeO5cs23G9OgP6VyVypxIKAJtOcS6crMSXBwa2rvTw2imUMS23INc9o7DY8R6A12UGJtAkXrtFAHBbVaGEnkhcUyRTghSAW4zTz8sajuHZf1pHIx9OaAKcjzwN5bO2QP4TxRVzU8faIzEBtaNTRQB0wk3aHpygbcWqfjxVbTHxdsaYk7PpVipGNsCKPpiksfkvwtABrDk6qjHugArQguwug3KbQzJLHKAe45B/nVDXl2XUT9sUkRjNuR5gHmjgA88UAZNy/murHtKT9BTpNvkuy5+XBFLcRGKcLIPlPzAjoQRwRSxYaCRexUgUAMj4jY5JxI3T8x/Wu3+Gutm01F7KVsRueOfXrXERE/Y1YE/M4OPwq3YNJazQTxn5h8498GgDpPiPog03U5pohmC6/eAjoG7iuXjYHSQO/2kfy/+vXq2r2y+LvADvFh7m3USIB1JHJ/wryiGRTpksf8a3CsRjsV/wAaAG2dz5CkDaw2MGR+VPzUsbDcCFAG77vbGOlVXMaLKG3bsFQFXj73XNWbRPOaGPcRvbGfSgCS5EavIYifL3AjI9R0/OnkKY3cPgkAFR3PepLOGO4nntJnUSSDy45CcAODxn2PTNVAHiuXjlUq4GHXuDQA6B2SOVgR93byPerGmSuiNKGAe2dZFz3AbkVVPy2UxHXOKWD7twPYN+ooAfrcEaa3crEP3Msglj/3X+b+uPwqnZyuqSQg8EbWGeuDkVoXUYktoXXAkQYX32t0/I/pWZF8t9KvZiSKANG8RJJLrHBdFYA/So4hkW90TxwMj1HaiaYC9GTw0Ix+HWo7RgBLbSOEQtxnop7H+Y/GgCJ5jbzq4Zx/dZevGf8AGp5AJLLKsrqrEFgMZzyOKekCXEU0LL+9A8yL6gcj8Rn8qS2CBprcFvLeMFVc5IIHIH47vyoAkjiBt5JguJFlxvzz04xU9pfCKVnYlJJQPn4McjZ6sp4z/Ooo5Taxyqw4c/KWHytxyPY46GnRRxzwzfe8zrGgXJJ7r+VAFi4SGa4lmuYcHa2SHPlkkfKwYcqQcZzxWaks9vsWRPNGANo+9+B6EZqa3nnt0aNGOwEnySeme6ep4qKRss8iBXVmDMCMAnPp2I9qAK08UQvplt2IjJLwbh0HdSPbNLHMkZVyCEIOQeiN6fSrt8rXTpPjy7g/OFkx82P7rd+/Bqk7iXZIhVgyEFCODycgn+tAHQ+GPFeo+GrtZImZ4MfvICf5eldxq3h7R/HumHVfD8kMOq4zJCAFEje47GvI4pACuPmXB2HufY+9a1hqV1o1zFfadOySllUKBwfWgB9p52kXxsb5GRCQtxFLwVOTz7H3pdZ03+zb+K/hk+02M74SUDgnB6+ldyL3RfiTYfZNQ22OrgYScYGT2+oz2rmJrS78N3VxomtQt9im6MBkD0dTQBgiFl0mylIIkZX2nPZWP6c0s05v18887lEco7jA4NXL2yvLWGKxlPmpExkgmT7siEHOB9e31rK877KLaULtbaFcHjP4UAOmLR6oGzyMH8cV0Wqx5u2lOQywqwz35rn7nZJcrKpxFIvB9CB0rcnnmuI42ldmD2x25x06j+tAGLJNPYXaywsQkjbio6Zrob5hqItLpGcsoaNwOSODg/nxWCEN9D5afNKrhVGe9amiOlvuWZwFMzqdx4Ldl/Hof/rUAV5Z3tZhJEm9vKRNh5GPQnrUV2iM6XkEMTW8xU+UVwFfupx2q3cKBdyqQFfyQ4OehU1mPIYTdIGDxpKsgA6UAWrf7PLp+pLBG0LNtd0Z8pnkfKev51O6edq1ymAVFoTg/QU2xhiMOpSKyvGYAwyOhzT1kK6/cIAPntmGfTigDICgabjoFYjn6ZFWtWkK39i5OSYUOe/SormIx2kqNwSFb81Bp93KjTaa5y2LZQ2R3xQA91YWE5zlS+KzZFD2MfzfdJUVrvNCNHKPv3mTjHSshzmxYYA2ydaAGxMbYQzJ/GOT6Gu3RLXXfDvko2LyJclm53Dsa4+zMctnFEeTh1I+hyDU2lX82mXpCN2x9RQBZtbaS1gaKR2JGDtbqvqPpVe4bLQAnO1sfhXT3cUF7af2hED90ecq9R71zd4oZ96Ahd3GaAKjkLFKMH/WH+VVZm3LGykdBjPrV/OLWQkf8tTVKd/NRCEC4AXHrjjNAF7Tmh+2SZldA8bYAPBbtmordsXBPUCTjNVVSSMfaUB2IwBYdm5IH6GtP+ytQj0KDW/s+6xmmaLzhyFcHo3oTnigCwsptdRgnRirLKOR2rqoBJ9qn3SM58zIbHTPeuQvPmQN6gGuy0VxNbJcufvBe/tQBB4vjiaCCWNcEDHTtXMzxgXBDg8qOn0rt/FEIk0JiEcuo3E44x9a4qS5NxcLujCBUAyO9AGfaEQ6l5fZxmux0kqbGdOSK4y8Ux6jBIPXBrrNFlOJVGAT2oA5S9Tyy4/uymq7Dv2rQ1aPbc3HHU5rPGSooAkMkRVBJ94LiiqF3KVm4AxgUUAdCrf8S+zH/TBB+gqeGF5dTAjUnOKro6S6XYyKrAeWqZPcgAGrFo7m6BRypA4NAEuvwbXtwSepVs+tTaFDHJAGKLvU88ZNV9WlllkUyFTj0GKl0lzZ3aIfuzxiQZ/lQBRubUfbZtPkfb5bM8EjDPUZwfY8/j9azhG0ByxUq3KlWByP5/nXQ+JovLubPUYRnHyn6r0/SufuYgtz8i/uyNy4AHynn/H8qAEClLUpjjzGI/T/ABrQ5htbSZVDcFQD0681RaVWhRT1FaC75tDHORBNgcdm60Adl8PdX2XMlnK2FfOF9M9q5bxfpZ0bxbdwp8sFyonj44HPI/Ak1S0i9ks9WFyGOA5OD0wDg16F49sk1rw1a6zAu6S3X5tv904BH8jQB5Tc8yyFeSQOn4f/AF6uaMQ17bA93U1SuDgEA85/wP8AWrWnYjvLZucADOKAEuFZQ8gziRPMH51IsKvELsSEyg7ZUJzkH7rD9RUlwmyzs2HXDn8mqDDKgfCk/pg9qAJxZ3N1p0hgt3cKSzEDoBjk0LZXVpeGG7gkg8yI7fMXAYY7HofwplxHcQ2se4kQXMRZQrHawHGPqD1H0plpdyInkbsxyP0Y5wcEZH50ASzEm0RgMmOdeCf7wx/Skj0i51D7VNbCPzbFTJco8gUiMkDcAewzz6DmmhgxkiZRtcgg+4Oa2PC9vNqOtSi3dPtoR4yH+7KjL0Ydwfun8D2oAxta06906T7PeW7QXUQB2t3UjIIPQgjoRVPINxGQOJUUg+uDmu/v7KPW/AoltVeSTS23W3mcyJCDiW2c+sZ+ZfVTn1rgQy/Zlh6SWs2UbP3o27fgf50AX4NypFcW+TKsgB9mJ4/D/wCvVeU7dSMsfCZ3gex7U+3bbI0bEhW4OOx7H8/61IbZpkKqgDxAq6+o4/rmgDQtdFuNShkmtlIZN3zyOvlSYXhTkjDfzqJ42+1qtpZSRzpHuns93II7x9/U46DtWp4dXTprOVbqcQXUTERsQcOvoeMdu+K0tV08anbQfZryIEPvjuQVd49p5+YbcA+mMUActealFfyRMYt08Zx56ja7Ljo69N3+0MZqjOjIJZ1JwFUj0YHPX34Nbqad5bTWOqBEmcbrO8RvkZ8g7dw459DWLqdncadcSWF44MsDAlUbK8gEEHv1oAa0y3dpJEeNq71Q9sAH/H86qRbYdRRAEeNn+XJ45qwLP7SryICMHKSDsQOlQTqfLt3IGQxU44yM0AOESFd0S7XydyE46d/rUsJ3xADs4YBv4WqKVflXd0Mx5pjDyZC6k+UT82aALpHk7XWQpMvO4dQOtegeHfEum+ItHk0rxKNyhdsbj75PbHp1615yW81o3C7w3yOc9B61b0u0mu7wwxy4niJ2tnBAAGPr9KAOv1bQZtFlGkamzmxlO6yvgf8AVt6E/wA/UVh3V82lWUliy3F01u43i62+W3HBUYzj8a6LRPGFvd250bX8T2zZRHb8gf8APSoPE/h2W2tVRQs1tImIbo88dVRj9e9AHIXkMVrckJsNrLGrsoOBGW7c9BWjGx+x2IbrGvlZ9RzimWGmWqBJ9auzbQmJQsEeDNMQegB+6v8AtHj0rQ1S60q5Tbo1s0Npbny1LPvaQ9S2aAMYJb26xjdma4Z8gcAKOBz655qaVla2gXYxMVx8xb+InHes+eQwM52IzI+BuGeG9q2YjajSZzMhZgQ6Mhwc4xQA1x9omgEbPvaLBLAYPJ4H4Vim4xJcW2B82G3beRjgjNbolijvLSaN38lYQ3zjkjPINUNa09YNVlnjR2imiZ0YdB6jFAEmmoYbfVlXPlGMBTjg/Mec0pcHxRGEU/OjIc+6mlgjntrG9ik3COSKN1U9M+tKse7xGz4bMaZBAz2NAFS8kiurbzEBBESKc+oXBpmrJ5EtjC3X7MnIqO3O6wuRzwf8/wBabrG947OVQxEMMe5uuB05oAvuqtpECgZdpmyayrlDDBJGccv/AErXuF8qysVyCGbf+dZF4APNA4+egBmmsdxX0Of0p4iea8Cx/fwWH1qKwyJFI6EHNWraTy9TRvTmgDofDWpwrKY52CRPlGQ1Hren/ZZCseWhckxv/SsK+Q293IydAckD610WmXcOpae9nOx3nBQ+hoA5vJOlOWJz5h71HJHmzjlOACMZz3qzfRGCKSEjBWQ7gfWqbRn+zNxHG/A9uAf60AOUsPOABdNoZkHRsH+ldL4M13+zY3td0YSclZrW4G+C4j/usD0I7MK5y3G6KU9vKNV3VHtQRww7jgjPQ0AdLrkVol7cfYIpIrPP7uN33FfbPf29q1vDk4bRCpwSkhHP6VgtGUh8h+WWJW3dM5FaGgPtspgCf9Zk/lQB2upSm40CaPPWE15pJJi9jB4DIBXoNtMstk8bHIKkHj2rzjUD5d+g7KcUAGoDMKSD7ykH9a3tCl3TsO5UGsa5CvA6jk4qzobkXMZz29aAF1lWW8kxxuXuKxY+RknvW34hl8qVJf4W4JrHVCFY9VyCDQBTukBlH+6KKfdj96P92igDqLq1MPh/Q4wOXtvM/PvUNkjLckHGc4Az1qfVi58PaErkZWzjxj0xxS6GiNHdMUDMEGCe3NADtTT5IzjqDVe/l+zy6YwH+rhXP41d1P5xhcZ2k/TiqeuxMt+sOMFYU69vloAvahD9p0W5jX59gEike3/1s1zYzNYxsDlo2Kcd1OSP13Cul0i7VoYwxwGXY3Hbp/I1kR2ItnltWwHk3Afg3y5/L9aAMpGJ3KM9iOOxrW0o+ZDd2zZO9DtOP4hTore20myl1PUsNJNGUtbXPLEjl29AO1VNIYrf2z7j94KcnsaAKyP+6L90mbPuCOa9Q8B3Y1bSbnRp/myhUD1yP8K83vYmgvNQtWKny5GwB6HkVb8OanLp1/DKJWWMvtk2nB46UAUNcsH0rVZbKZcmGQjjuOMGmRvidHGByOnSu1+IOioIINatUPl9Jsc4B6H9cVxaIcRs8gRWbaOOgHf3oAvXPOn2DY6+YP1FZ45idd2cHH1rUdEk0pDDKZIondlkK4DDIwQOtZ0peVdxwCeCFGOBQBdtnjKx6fcEeXcAOjn/AJZydAR6ZGAfXis5o3guxHIhR0kwVI5U5wc+9TyFWWDOMrGFq5coNViluYm33tp/x8EnmaMdH9yOM+vWgDMOd7MQcdQataNqc2jeILfU7c/PbzhinYrjkflVKQqJkLPgFsBfxP8A9anTHa28DAdcn6jigD0hr8eEvFttrtu0M2g+IgJLiIL+7G7IdeehUnr6E1yHxC8LP4S8QtDE/mWcq+Zbyjo0Z5x9QeKs6Hcpq2h3nhq6bkuZ7Fj0WVRymewYV012ieLvh1CsrgajZhbZt45SXBEf4Oo2E/3gKAPN9xKpJ1DLg49e/wDOrkF07NFcqpyymOT/AHh0/P8AxqnaOPszWsw2OjnaTxhu6/p+lTWMqfaPLlU7WJyCcYIHFAD9MdRMyysyocnhv4h6+1dLb3Ns+7EsCuF4XBx+HFcyqNBLtKMCrMHAGeAea04oHlj3yBVToHJ4PpQBeuLiK6jNsW81HIBXyztz/vHHPvXLXpVL24hk3nyyE3MRux0HNbUkwQbcwBtvO44HHbH9azks5BcSOAoEkm7buBU49fagCCOWawO1XdrVzxnsexp19BizjkUMyj5jgZABPXNMuHNtNINq/I2WQr8oBHbNGqOirHE4CuLdOEBAHf8Akc0AQlgLdSMMPNIAY9MCgglZYyHXCAlHGCOf5c0jF30+3kYDfvZwMfeAwBx9KnNw94iyMGREhEIZhy20jFAFeEmF9sy/u3JwfbOM1q6SR/acErADyGaVm6HCKSPrWXH5kwKlXYx7mPH3VIx+WR+tWIN7o0YYI4X7xP8ACeDn8KACyhW5htnd8/vMORxwe/511/hzxT9gmm0XVR59mXKEMOn4elcfaNBh4oJGk/d7tx4GRyAO/rV7WYs6607ZPnwxzBRx8pUZI9aAOn8T+F41SO/sm821DDbNnO1T/Ax/u+h/Oud02F4YLqJ1KknoRjBHB4rW8O+Jp9IdrK7HnWMhIIIzx647j2roNR0WBYhq1sWlstrYEY3bQQMgn0BHWgDgZVaaSTIBYgYz6jFOthONNMcoxIFIK56VDO+LuRQCFIwc9alsB+4kUfOjDcMnlfb8KAJ5cw2tkpAJMWxsn3pZNRnt57cbmXEI2ZYkd+o7g1Fcufstm2ehwM+marakSL2DccsoRcegoA1YZ5NSNxO5LtJAgfHAUg+lVZdx8S7VwMkggnrxU+gOV86Jj/rImI+of/69V5gD4jIcDGW4J6cGgCvbLGLG4xnzCRkdsDgf1q5F5TXtlbTH9zd23kSdsbuAfwOKp2Sby6EdYtxOccA9KbqTFLewlXgiIEH6MaALmpq1tbWaSNloztz64OP6VmXS7pJMkDnJrW1aSG6+xWylxKAokLDrk5J/Wsu4VftLgcqSVBP6UAVLaQLdoikYfgmp5FKTxSAj5sjrVNVP2hNo6NuxV+/+VkYAYUg/rQBYv5UeZmG5Q6jOcVCjvp90sY+6CCrdPei7AMET9flwf5UX6k29u56ngGgDW11U1O1F9bYMgA81F/nWBKMRf7JUEfXvV/SNRa3uAHAbPDA9CKta9piRwC+s0b7Kw2nj7h9PpQBm2Sg2lwzMAqxHnPvVuWG3l0pJbQbEiWNZkJyWfPXpVTSbKbU3e0g2+a6/ekbCqNw5J9KmuR9ime3Rg4AAZlBAk2nhgDyM4oAszzibXrramxDGFAzwMCrukXIgimTyfMJbOc4xWRGTcanvI4kLD8MVbsf3c8qYGDjvQB2tpIBCfkCkpk85FcDrEErXM0iRuyRHc5Vc7R6mvRPDsSXauvdYCeRxmuMvL2/sNfDWMbSSy5UxIM7/AGx36dKAM2KTfGhH8Q61JpgEd3k5PzdKdPc29y7SwweQ2fniAxhu/Hb6VHbF0ulOMFjkZoAueIYWnttijkYIFc7Z3bKTDJ90nHPauz1yRJfs8yKFLRgNj1rjLyH96zIPmBoAmujGZF/edFoqtIS+wgA/KKKAOv1iNl0rSN+P+QfCQAePu0mjSKLe4X+NwNvvzVzxBGToGkP1UaVAeR/siszSGO7KjmgCXUiTEcEhuAMVWku7y71VjfXDTShcMx7gDAH4CrF4weaJexcA/nWdJMP7WdjgbmagDTKfYNVubbPyht6/Q4P9akvTbW8v2+XEhUjbB/eYdCfb2qHV2VtWgnVtqvEiP9doqLU0aXSZWxl1wCR7GgDI13zLuaS6lmZzIVeJm6lSMEfgRilsJCIkcdhn8qkVftNhJaD74Jkh9z3X8RVXTWPlsuDweMjqCKAOg12FWvVuERU+0W6sQoxk+tYkUqO6x4Cg4U56g5yK6GZln0OwuJUJ2Axbl6gDqB71TsvD9tqM5mtb8vZgF2LgxyR7e7E5GM4wec+lAHoPhG6i8RaDNpF4MnaY3B64/wAev5Vxni+WOHVzo8FkLS104eUqnln4yXJ96NA1qXS9WtC8Swug8mXapXeQfvEHvgr9RXW/EbSRf6fa+JLcZKL5c5Hofuk/SgDg7FC3h67JkHyykbe6/Lnj2qiGYWyscfcA98961dCimne8s/3YPkuUyN3QZ6ev8qw0MhsF3klj1z69aAHplmyei/KadpssttdG4hcLNFmRDjOeOmO/fioE3i5cE8HGBUvlMCSCRhCQRxkAY/nQBe1LTDdxxahYANAxLOg/5YuANyn2HJB7j6VW3YVZNoZeQynuCOKm0q+ezuJN0bvbSARzRgdVx94e4p81lLYzSWjyiWGVfMgnXkSIejD+WPUUAZiu8cLvE+GSTcpI/EV3kt9bW1nZ63Fah9G1eEW+oWsZ+66n5tp7MGAcH1+tcOjK8OwcBTnJxk9sVu+F53l0u+8OXgIinfMDNkFJwCR9M4/NaALHivRPs93a6zZTLcWOpAslyowGlXqSOxPceu4dqwo2hmdLhW2MqsOmfmx0/XrW7oOsJp+iz6XrUM02lXM5SdAPmt5QOJI89153DvUWpeG7nQlVFX7dbTDzYLyFfkZG6H2PqD0x1oAaupWiaMvlQSb7pTDdMWwRtORz6Hv9KjtpFnjXYy7Sc4lGWUdwGHXPpWe8AtFMK3SSq7eYEVG27h6Hv17cVbtwIZ3iVw/y7wWGQDjkfWgCS6haSRliaL5sErGmAF+rDJ/Co3spkxMtvOhkkzGFiLAHOAcitAFULPHKzgJtUZ6E9cqe34VGs8QmgjMjQSHj7xCn2JzjPegBl3p9ldJDLcSRicOBNnduf1Yr2wcCqF/ZS3UK3dmiXEI4baQxXngFc5PTHFa1vawrG7zSNIkse2baDnGQeoz1x2p0tpFLM9zDcylNuzZaIU3DPTLAAdPXNAGY+mrLGtxNAkYUYXzFKKp74BqKS2ki05Y0xJK6nO0ZABOMc98AGtoWVubgJd26xxjlZLqYyMoI4xggA+/NWjYaczq1vIks/lkKVbeiHp27470AcmmjaiZg0ULPsxvCSrzz3weeasf2RdNbZYRQlSGUyNsyAOck9+ldRfaFFbW8geLYvk7mK7U2uQQepywwQeBWVHb3bWkcsGoiKJM7luGGzI5Gcn29O1AGRYWMdzq0Wy9gJKnIUHbjBwQfpWrfQLcDSRFdRvPDF5QUE735+UgAHBxxzjpWQbO+W6Z1VPM5YOJPk564PTHNblnbtp8yyz2JguFGBJFJu5I5ABU4JzQBVvYVvp7YTKIPMmw7g424GM4HQ+orR0XxLc6LstJ2d9Nd8kMQQewz6fSqmoW8Vo0UcM3yxlm4Kvtcg8ZXrn36VRilQTWgkiQxlFjkBPOD0yO/NAHS6v4Yt76JtV0JVuN/3rfdjb6lPf2rmdHt2kv57Uhl8yJ+vB3gZxirlrd3uiX0psnYxJhmh5Jx7cciuqsrzTNeP2yNkt74qA74+/8AX/EfjQBw9wqvplqWZfv8jPOMik1OEzardBTlogpAxzgEVZ1nTJ9OaCGdRvLlgAOMZGOfTvT7GSG6u72a7mWORuVOOXOMYH6UAQ6TsjmidgwLeai4+oOaS88o667xByMnO4exp2nkI0cecyC4OQeoBHb8qU7ZNYuOcHBI59BQBSsyHc87SsbL+tJfATWVmg5KKRjHTmiKPybkqA3zxB+fyqW4TbbWp2jqR196AGas+bvcBjYox7cVSeRmijbIIIz0rV1OzZ9Titx1kIGfXjNZaqXhjSNWZtxUKqkk/gOaAGWYH9pKhIAk3p+JHFT34BhVh6cirK6DdrNvuQbaRQHSJxiWT6KSCB7nFOvbeQwlwmQSQQpDfhxQBTkIexjPXH/660tWtRHoumOAOhbPrWasZ+w9D6/hXZeJ7a3TwXpLRSxMyxDgOMkH2oA4OKKU2/nxE5BO4Driul0DV0aI2lxh4ZVwyt3FYmmP5cUZbGCxBovLdrKbzosiNjyM9DQBo3mjto167wOWtWG+Bxzg5yAfpirnxFsJdI8XGJZXktbiNJ4mkOWIcbm5/wB4mm6XqMd1E1rcENHKNpB7fT0rV+J7xXMGhX8Mm7bbLbup/vIMZ/HFAHJWjYlt+5B2mrcbbdQIAwCuBVG2YYjcdPMwasO4W/iOf4sUAdz4fumiiVlJBIZcDvXHeJSyarFIm6N92QVOCp/xrf0tmEL4bBjfdj1rn/FWWnjk6Hec0ASprdxrD/6ZFCbqH5WnVAGlHYt6ketV7vKzRvzw3pRp1i1rcXT3LNBcYjKQOuGdW/i9sY/WpNQBEIYn5h1oAu3rM9mmf4elc1N/rj2+aumlG/T0Oc8A1zVwCJH5/ioAq3XzSKVO35R0FFMumKyKAf4RRQB6rqsMU3w606fILx6dCD+Qrk9HIG0k4GK7G6jceALGJlHz6XGVP4CuL08bY0XvQBNcsBPDgfxkmsKYj7crZ4yTWvdErcLnsCaxn/4+VyM4BoA6bWIBJHEFyCbVJAfdR/8AWp1oBeabMMgNsDHPTI4P9KdLOLg2JVchbYI2RVLSpxA8sTZdI3yFxjPb+VAGQyFI3Q7t6EYK9QQeMVZaF5ALyJkjRziTBGFYensev51Peqkd6ZFO2OTB3E9DUcRC3HlyKfs7nLKMDI6HH49KANOw/f6JdxGQukDiVQOgGfm4qrq2rG9sm0+yt2t9It3UykHmQnO1pPrg4A6fWpNB3Wery2V1j7PdbohMOQMjgn0qk1lJPvSzWYybfLmjC/KwB6huhGR09aAKyPKb5kKNdSSAovmAs2R93nrnpj6da9b8D6lFqukS6PfjPBieMnIBNedwD+ypJ41uFS5mgYPKFJ2qT0U9h15x2Jqv4U1U6RrMeCVQnbIN2fxoA1U0nUPCvil3lt5Hhjm/1oG4Mvvjpn3rn5ZFuNRkPCqzMxC9Bk9sV6j45sTqGlR65ZSulzbr+9dHIZoj246/jXk1vOu+UGJWLMp3l+VHfvjBoASeMownUhog2x2H8LHPBz34z9K17DT/AO0Y7oNDOxjgMimLvjB/H6VNLAl5owsbVTcSxFpGVJQsgkPcqQM8YAwTT9H1B7K2sJ1muLSeBiTLFao649G5BOR60AZ8dpcDTIrqWF4Y3Q+XkEb8dMZ6/hVqzWSC1S3u8Cw3ho33bmtmPfOBgE8EVs3Op6XrLfY18pJXUIZYFkWP3YJtYDp2YVFPqthqulS2l3qse7YEiMYCKFA4V+RuGe+KAIrnQWdkn8zzJl4NuqYCqT/eA5FRS6DqjRBntzAxJMIgiKCXHc4GWPXkc07RUFxGlnqiafdxgbUla8XKD/gJBb2zXS/2ZJZTRTaULeRQoXMUR3KPfLY/HnnHFAFGODTdW0ueOab7NI5D345ywX/lou7gYONy4zn61r6NrGiw2kPhp9asr2FlK28r5YrITgKwJ5BOBgYHT0rM1HTdaa9aBZdhSPekbnc0Y6kF8fL17cfWseCeGS5FvqogdgRskIKbOcgqQCMn1Ix+PNAF7Vbu00zUJbHUhc+cjAJBBbKiYXPOMD3rJt9RsZZdzaXNM33zglSRnvgZH8q7qHXtBvDHFrKqEbMJlmGQcYxuI7dBkH61j6h4cbS9TS7uLl1sgMxXcM2B7EMoyB7daAOXudSeeQmHS7uMfdKWyfIfcj1psN1dz3Hy2ZiVOr3Kbs4+vGf/AK1dZ/aRE6zpd21ywXaS6AOPqAQG/DrWdK8ExZoLOO5ZwSFRJFwezc8EdeKAK7XFzHZtOXjQEDBROWBPOOwxjnp+NVfKe5tTIw3An53KfMPTGev41eje7thmG6lMO4ZAUqpOM8gjG6rE+9nLFJXDIHIz8ynHpu5FAFG1tmtPMUwW5EidGUEuO3T+lElxYSGGOS3AeJm2rDBIWwR6gD261O8EslxA3l8bfkCqVJXHXOfl+tVpW1W1ib/iY2EQBxGrP85A9N3BPv0oAmD2CpEIrPWZnbBYQwkcHjrnOenX8qY1nqPlG5bSdXePBCmQhdg9ec5PHU/lSNqK2lr5aXUTmVwXKSNI5YZ65AGQCenFVG1yxePy5bqFQFKACA5zjA3EckigCtpjX97rNy1rCZnVMtgdAT34xnj29q0L+a+ilUXA055Qdm8q0rIQBwCD1APSsm3n06ykmaS4tZ3dQpWe1Z1AHcehq9c6/pl5aRW32kRqkqyLHDbFUDDgHls0ARO7XNpc5MJEKZAjhEYDHjkZyfXJqnFNci/C2zzKF6hONyjHGP8A61aOpa3p13pjW9o0hZcF2kUrk9Cduccn2B96qWOrQ6bqEVzAZJf3bo2LflmY54Vjz6daALWqW119uL252GNdzHJGFzz/ADqgYb21hE4hYHh2ljiYLtPIDHoD0PGK2Zzd3d1FJEFEpjaUbkKbFC7jnn2xj1qpp91v8q3SK8mgmKrKnmrtU9sjbnHpzQBestai1OFNP1ZCYxja/R4/Qg+ntUY0a5sdS8hNlzb3GRHNGM89VP8AstkYI96qwBZPD1u7DbcxXMirIRn5fT6c1q+G/ESxA6fecBs4IOOvX3wfbmgDBtbe4GqQ3BhkMaXLhnCnCtjOCfxqRI5P7QmZkckqBwnB5x1xXQvo15aXUj6eyy6fcyszyGTHlDbyHycbeOvWmWOiG9urk6cpv40YGWYt5NpCFPBaRvvfh+dAHPRRiWSKPZK8ojZVTHHXjHrW1p3g/Wb+3iJtRDHA+6WS5cIEHJ5zyPpVqTUtL0yKY2aprcoYK/kIYLBGOTgn/WTdOmQtUJV1rxELe81a8C2Ucg8uJsQ268/dSMDk9OQCfegCq2qWVrq5ur+yubiW2IMMNqwUOwPO8nPH0FW5tV1G2AdUtdAQgtHbWMYM755+ZmywBz1Y49BVK3uNSi1O6k0pIY7gg5upFH7gZ67jwv1rPvY4TcFba+lu3GPPuSMBj6Duep5OKAIZ9YuCZpEALynbK8vzPIP9onr9KpJI5QyJhBux8pI2n29P5UyX5Jnj/U0lsWZ2iyAGHTHU0AaNleDyZLe4XcxUmPdwc11/jIJB4M0aNVVSIVPI9q4oYngjjdlVkYAOeMfX2roNc11dY8N2UZUGe2GxiR8rDsRQBySSMtuG6c5Ppmt+6AnsVbHBUGsaNR9gdyoxyTn+la0UsgsIopITkpgZODz0oAxIZmgl3KeO4rq7Se21uxNhdkA4zHLn7rdvwqjNoUWn/YpRfw3T3ELPNAgIa3bHCt781mzQ3Gj3u1wMFVdQDnAYZGfwoAkntpdObyJsh0lBPoQe4p13hboEdiMfnW4rQeI9OitZCqXcBDQyE/e9jWLexSJfGOUFWUjcD2waAOn01s/aB0OzIrI1ueWOSC7RVLpMrqD0JFbdlGqXwVHWSPBXen3TWH4ityltMm7cOowaAMhLi9l1pZ9QMhndiGaTJyO34VqXp8xH6dDXPQXt5BIsZcyx8EhucfStiWQkc9D0oAvQX039nqgjUqF4JNYtyQxc5+bAJFbVqqmwHXNZE65ebPQAA0AZ19DJFcBHTawUZDcGirV5Bc3bRTsRIWjAyx5ABIA/ICigDsZ7i9/4RXTm89TF9kRQCOgxWNYkkA10s0Y/4QXTm25zaJ/KuZ0/7v0FAD7mIvMxA6DFY7bRfEMTtA5wM1f1If6QScjp0NZijdckr5hJ4Gzr/wDXoA6hLkLdW/PyiFQPQ8VnxvH9vjkjlLidMsCeVPcZ9KkvFeOaDeDh4QQPSsuP91IvJJBBoA1NQgzBtAyB2q06RR6dA0ixqI0VATnjBLEDHrkUhUzW74zuwMVU1edow0IQyRK4THTDAc0AbGnyND4cv9W0wCLULdlD7kDhoT94YOe+DmnJquhaqY59UgaO4bBaaCJgiE/3gDtOfbFZ2h64mmXkaXEZksblWhnjU87G4JH0FM0xorQ3VpDm4bzf3flJu3oDjGMjHfn3oA6LVrGwW6OpbrC6tJEVVMt3tA2phVxwRjHGa5/Ufs0h+1JYWpmkLK4gvAcEZKvjp0/l71pWNrcPJPdPpELxEhnN26qGweF4JPHNSnSraKaO8utL0O0s5d26GWdnZRn+FulAHWeAtYg1DSjpd2imQKUO5s5BHTNcLrnhXUNMvrrTLLT5Dbhy6PGSxZeo4xxirEEumaLewXWkysAjAToQRnJ7fTivStRH9qaNBrFpLKssIG8xyFcjqQw70AeW2fhzVLu38yysEM9qTl/MCNkdSO579Khjn1e0geGOxi3zSYkndNzKw9yflx7YrduL1pbgyQvLC4GJCozjOcAZAJGeapMqu/2dA5AYsSVIYdTnuc5PHXqPSgCCyg1kSQ3wleVCQzxWoVmA6ZI9MZ9elYs/h6dtQNuIZiXOUdWyQPVlOOMc10tnPPZjyLe0klClmzI/zOwycEjGPTHeo21A6nM91cwJZKnz7ypdGJPHyHr6cGgDDi8N3xkXyLyD54g4Z4sZDNtwc8dfXtWvYeDdYsWeeKPR7zZuDPGSxQjAI4OB164q9bywSahKplhmHlmZ1RXhSRVGSCT6DoO5rKMk00e5YmijkzhMgZ74x1/PNAGiPDmofZIzb6u1rIWAeCK6divTPAbHc1XurG/jUvFNbXSgkeXLnAIPPVRnOM8GqizIsK+YwAJBPGQuPX3q59qlW6y8ZmDLhSrbShPoT2xQBG2pX8C/NZQTFk+ZIX3A/gc06PxDqsNvKkNg0VrJtR4y6+X07AjCn3piJJI23z38xCAqK+do92x+FOMux1la3BViSr5+YY46fX1oASLUFljVb6FrKRWISdSpjduuGI4B9xQNT1Zv9Hgjm8lfnWVZEKqPUH61Zt4lmtUkLNGxJWOJYk+Yerf41PFZI/y2u6eeNgkqwxlUDZABzjHH15xQBWtLbU5LgXMyqxl+Y78c+7EdM1Klvqc14HSWOOMP1VQo47fh9a1TbxefLdX8kGmoZNjMiZ80Dj5VHU4FSpaWmozvaRXmyAsBGJZMuzeuPXj8KAK8lnDEskU11NczswKvG21DnnnoR7jkcVnzP/wjUD3s+l6TqEUr4jEqrIx9WBHIx+tbS29jYWNxZG8WWJJ1bdG37wMQRwx4Geh7VmauLGK6hgElvb2iMongaTzWbHJJYcDr2oAsXVg3iawdoEjVlUSMignapHbecc46gVnyeH9Kg8lbW11JSVyyoqyY9+Djr64rQgm0qxd0h1FriKaIhFtrdnaPjOMEY2jOMipzZaq9tM8dnMbZk3JIAIRt4yBlupx39KACx0WazsRYW51DznUzYk8ohFJ9GHB9jUa2g8uORr5P3chVpPJjGCOnASmaZa/bLqW20sx/aIVBuDcTO4Zs8gbeCfpmuj/sG9tLKcjV4LCeUAvDaRooTjPLtnk9MUActrFsRqWkJPewTwTTh8wgg4XksfkB5x79Kfq1x4Ua5j/s+aWS/hctFKiM5HcBgT368U29s7OTxLYRvdXl2I7V5pppWeR/MHAOFxj8ODXQw6ZfXMCzGayWOVTucPHA8oz05Gd3bigDk9TYahcxXVrHbwiSUKB/rEXtz1OPbJPNUrbSPsG2SVp5bfcrRSJCIw7DJw2eoI56+ldDr1hb2sDrFdpKEw4LFQRznHHXnvXQ2ekT6qILq1smmhlXEjhldC3IwAeVwO9AHlE8Xkr5ccsTP5nzGAkoScHj0rp9G8EXEwe51C2LLGN4tzIIggPQzSniNR1x94+ldFc3HhbwXBA/2GLUdbjTasMD5ggb0Mh+8R7ZP0rmv+Ei1PxHrsMGoS5gjYyLaxrshjHchBkMenLZ96ANAa5oOmTm3uLpNfnyFjjRTHYwH09Wx64/GqHiUaxryQN5xu7PeqR2dsnlwxHvhBx+JzUV9oNpamQXbwywt85lRsSEnsq9CP0qxZNfSWciWqLaaXHw000uAfdj/EfYcUAVI47fRNGbzRb3sklw2yMNmNHC98ffIz0HHNUbmW5uL21fUZGE/wAu2Hbyv/AekY9utaMlpHa2Ml3pP71+rXDD54/eNP4fr1rFhlkiltZAqNJgMSed3Xk56mgCA6hbWOvJLfwi5slk3SW7hmWT2IBHPvWez251eeWyDCykc+VuGMKTwPwrQtdUSz8TxXd2rmPJVxCAG5HbOal8Q2KxeXfIWCmYnazAsi9QDgYz1oAxr+HbeAk4DcDHU1Xnie0uNrZEiHDD+6a6J9Jn1ia3me1eOwXBluFO0Kp7lj1/Cq3iBdFBMdhP5jhRscMcAZPLE/xEH6UAVLhFPlEKBviGR9ap2hkks5I2z+7wq5PQZrYmktHsI1ilSSYlckfwgLjH41lxBY5JyR82f50APJUWRQAjgd89KntXkl4ndndkz83YdhVPlch9w54yMVfgSOa4nka42vAicMQA4bgj6jIoAu/8fGoLPPkRD55GVc/uwPmx6+n4iqHiW9S6vI2jiWMbc4CkdeQD+BrsrCFLbSVNwQ0cTNczAjBUEDah+u0EivPNSna5n+0zf6ySRi2BgEHp+lADrS4aB1ZHwCcjFb987apY/aSB9pjXDg9WX1+vvVa0tob3wZLOUCz2c5KuP7rYyD+NQabeNHJtYYPRg1AHT6HdBdIi3W3C5IkzjvVDVHhmsZyEw7BjyRzV/TSn2KOMAbQxAwPepb7TPNt5Q20qQ2OBQBxraTcR6VFqSqXt3UDzUwQp9DU5B2LnJJx29q1LeLTNQ0hY5LKeDU7SPyle2YMLkgnAkjJ4b/aHHFUo4o7eXyI+RGFXJHOcAn+dAF3Thut3VjyOfpWJdn/SpoyDhk3ZHY9a2rHPmOO+M8Uy6a4/su+gRYfswljlkYqNwbkDB6468UAcrc3AV0VHZcLzz3JJ4/Oilu9gkQOoJ29cZ4yaKAPSni8z4fWfzE/6KmM9uK5rTUOVGM8c10llN9o8E2sTDGyFRx9K5W3vJoSwjULg45oATVD/AKW4Ixg45rPtkd7lUi/1jMAvOOc8frVm9kaRy8n3uprPguLcyKRIUIIJD8frQBq3UU0LRiQOXiBWUls4OcdfrVeYhFzjrt571cu7k/ZT5LZimABTcScg5BzVeG1e/MqQ7C6RGTDttyFGePegDWtHZoEZfTmo1tZdU1WGKJNrM7K25tq5AJ3k84OBUOmzH7MVycj+lT2Wopa6kYpisMc3+rukyHgPQ4IIyCPwoAoW9g+qJPaxLvdSHQIMYP1zwKl0CPbqyxXUl1ayOGRDAuWMwIGD+OOPpW/p1xaR3DypbRXMJUokhi2suP4gqkE89/0rTj0Y3d39qSIR3CfvN88uwvx95MtyeSD/ABc80AWdO8/T7CVL3UIHiZizyTRAOzDBAKgZ9s84zUcghhkE1kDPBEC8rxACNn6AHcf0HNU7Yvpl1C93Zzi4RcR3SylVJHYkcYIOMDH41sxa3L9u+y6nb2l5AUaSGJVBaDj5cjOFBz1YH1xQBlxxXl06o9kXS6jIZIiqEEnBGGxnHqPWt7wDeNFNeeHrzOFJVd4wevBwaxYLfU0mgkXSZ4FtI9omVMo2CSGLYAI7DrVZtQvPtlncJGsBLGJ7iNcBwTngAep60AX9Wto9G1m6srmOPazho7iRdxUHAx1x9RVPUNVjkik8uGCNFl3b0maXcQCcjvjPOP8ACug1Cze5tv7Rhnd5oSwmDMSGIGDnn3zXKC4jdlg+zR7ACFjiXdwB1wScjIzzQAyOC6Np9pMsSxSMGCrnDdzng8d+cUs1zHdmctc2yukYEfy4U9DwMY5/pT4olVd8cu+RjkAkIzE8dMkgY4qeO1nNnJFEkcbxMDk8l2PHPAzgew+tAGbb6XCH89JxNsYfuwG2Bj2yAc/pVsxSCV5IlhMuwESx/MMdONxHT6VNKuradJJZywROsoDPHDkBkPd8g5H506S1ufKYpo6rt+/LDcFQw7AjZ7dhQBTTTwyRAROkpQks8RGOxIqaC1kj/wCPlEuGc4KGVVBwODgdOKvW2kXV6IroaUdm3aDPdDb7jDDPv0oWG4uZJbS7isI7QDZ589wgIAPUfL7cUAVJLuOdIrWxlDQHDMF/ev8Ah7Z9TmtZUjS7tknQu7xDdaphAWPGHbAwaWWWSwgYG0gutOUgo87BVcj+IFQCcds/hUF3d3txYC3F5JLJK4dU5DKvUEbRkegzQBYutPtd8bw2hTsEDDkjrj1xUkUGmPC9xJJfQpsYfZhlVdv4QzDG5fYcnFalnay39lFBeRTs8b5LtFukfPPHIO4jIyVPSqdzarbahfwzebdRdI2tWy7dOvmdD0+mKAEUPqEEUpktEEcawwJABsRFyBwe+AfWmxLaWhZNRsRczXACqgV+Vx95uMfiKmu7yOBbaSRrW3hiBKxOqtjAAByCAxPJ4x0rMl8W2LX0lyj3N7NsCq0cf3AB1IHHXJ/GgBX0rR5r6G0hR5J5HwCTiMN7e3bjFdEujW9lIWvJrS3QMQQ7g9+2cfpmuIm1O5urrZY6Le3MpTIAc7mU87iqnPPqaq39h4nsoUupdFt7NDg5LxM34jcSKAO1uptCjuLg3Gp3d6ygKbK1jfYAPoB1z60lx4l0+00sxW+kQJHcA74rjllwOCwyPXj6153dWurSBTcaxHEpXdKxkLlW9MKO/wBapWOjG5n8y5N1dwlCVKYgUnnDM7/w+wGeO1AHYQeKNP0ZdtjbRgMQZTPOMk+xVcqPbPatzStX1DUtJmvYpNPtLHzBGsqplmYc7i0hOQo7447Vwun+Fo4lSZF+0uRgOw80ITwMjGOtdDB4Wv8AUIxDGbplDYkSC6SIFj02rjB6d6AJtSu9AsnN1PdXup3eP9YriCKMdcA8bh+GKwDf6jq6gaXBDBaE7S9nCTgnqN7ck59OK3Lj4aTJdZXT1lhwCZJrgSuCQR3YDr7VT1LUdB8OWTaegbVb5sD7K+0W0L+rBPvn+tAD4baybQ3n1K8t7eAs0LzkF2cjtGP4247cD9K0tFN3qGj+TocMltpQlWLY0v8ApF1k/wAbcYXvtXkDrWR9gn065i1Txdby3N7KoNpbI6lI0wOSFztxwMY49K2dNlS6kupmliiCgm1jWEo0BY7g6kEBiehzzkYFAGd4z0/UdP0yJLlgI4p/KW2JUMhIzuULzt7c/lUmjWq6A3mahAsmrX+z7LZKcOiEY3SEcqp/u962Ly0T7cJrWQ3uqQwKWnuzvS1fkMdx+83oOi1zF3eNFNK1i7zXEhxc37YYk/xbcnJ/z0oA3zfOy6i99p73k0MgK24MbKiDgMSOQoJ+7XD6zeXeuXNukkn+jkfKkAxGnXHA9x1qe5fUbPULaRrGcyBgkTeXtEiYxjGTnIJPOTUcUH2DV7pNU095lVWVcMVaIsMK4K/eALA496AKWn6rc6POxRt0KsB83QZ7EV0Bkh1RXukQCSMbsqcDpzWKsEYuLie3T7Ulq4zEQSZMnC4x7dcjjFJYtPYSvF5Mke/gRsOx70AVFg3zk3EkMdt5u8mUkZx6Y5P6Vpy+IdPaZTFYXGr3EhXMlyvysV6YUdce+asQafZ3e1/Khe5iLAecAV691PFaD6ffaishSOcWEBKPdxWwV3452RjqvYfzxQBx2ralrGryrHdyv9nztWFeI4z2HHBxUq6eJZ4ImKoMAkY3beOpP4V2+jaHBoaPqEpvPI+0LGbe62R+bwd29WU/KAOvvxVWTSrH+1PPnuDBZSKJBFFGXby8swJAyQOw4+lAHJz2s2rahLdRRbYIW5dVGBjjBxWdIhE8h6KV/Wu31mSIf6HZNDY6VGMxpIRGZW7OR19gOtcVMGNwzbtwAxwcg0AQtdXULbxcSbeu3r+hrpPDF1qGoagrf6E0EBUTLJEN8qvkYxjnp17cGuYlLznYibpM4AUZJ/Dr+ldnokOpaJo7zWdnLJPeRqscg/gYjpzzkD9TQAeI7uSzuZbCFI73ljMpcqWJ4BGOoAyK5GWLzFMJVgCPkDdfUV2F5qVjqGh2trqawNqtsQoubUhWCr0V8jk/5zXL3Yc3wCJ8ygdDkZ64GcUAa/hW1E3hfWoJHMa9dx7YGayLyFF23drP9ojIAeRVx83uK6i3vF0f4fXzGJfNnldjuHPOAB/OsOyijmsAkmEVwCuB1zQBpaHKX06Ns/xnmum3L/Z+G+VmDD6nFcpo6GKxMWeFkP4c11Ek3+j7CMkjPI9qAOR1LxNJeLFp1hpVtbYZVeRIx5jMOCd3Xn+tUxITeTSM2WlbzMHtn/8AVV+FZI2d57m0it0l2kyxhmHuoxk1FeWjDddIlu8WQBNGw3eyso6HHNAE1qw8/cvpg064immhu0j2lFCs44B6+vXsap2b5uMdc81oCJXu5iVDMYsImeWYsAAPfmgDjr5lacYPRcUU3U2C3ewxkFVwR3HJ6jtRQB6Hpv8AyK1t/wBcl/lXN4/eP9aKKAI5QDcICMism9Vd7fKOCe1FFAE0rusGnBWYDPY1PdnEcxHB3DmiigCxYkhRz2rX1KND4Hu5Cil1vlCtjkArzg0UUAbPgz954Zt3k+ZjMMluT1q3rwD+CdTZhuaLUWWMnkoMHgegoooA5O2lkF1bYkcbWGOele06daW0vhdTJbxOfJc/MgP8WP5UUUAZuoW8NvrM0UEMcUYCLsRQoxt6YHauVlJB1WMcIkxCqOg47CiigDp9BJL6upOV225wemTEMmsCdVWBnCgMsgwQOR96iigDPCgxXDEAsHAB7gYFLkn7MCcj5zz60UUAY8Ds88quxYCVVAJzx6VbspHW2jhV2ETXUuUB+U4VccUUUAbsLN9gI3HAdcDPTg1p+HLCzksLaV7SBpCSS7Rgk4PHOKKKAKyyPc6zELh2lCysFEh3Y69M1nCWSWUPJI7slz8rMxJX6elFFAG3J/qYT3HI9jurB8RzywWh8qV48qT8jEetFFAGZpEMVzo99LPEksgswwd1DHO7rk96XX55h4Msl819rMykbjgjPSiigDXuv9D0C3ktf3DtbkFovlJGPUVga98otXXhjGSWHU0UUAR6YiyadGzqGZ5DuJGS2CcZ9a9d0ews1meRbSAOIRhhGMj5MdcelFFAHF2pN34x1K0uSZraMAJDL8yLgjGFPArufFVrb6T4ZkbTYIrNnnTcbZBGTx324oooA5nxhPNB4TnaGWSMjYoKMRgY6cdq8h0hRJqkO8Bsk5zznmiigD22ytbeTwqWe3iY/bUXLIDwY+R9K4CWeb/hIrqPzX2RWu+NdxwjbTyB2PvRRQB13iWCG30e0igiSKMouURQoOV9BXnNtNLAL9IZHjXYhwjEDOPaiigDor+SS50a5M7tKUUKhkO7aNvQZ6CpvEkjr8NNPZXYGWO3EhB+/wDPJ19eg/KiigDN0OKN7Iq8asHv7YMCM7vlbr60ws0ms6kXJY+cUyTn5Q3A+lFFAFTTGb/hIJ/mP3j396t+MGZNK0+RSVdiQzA4J57miigB/hb9/qOyb94qsm0PyByOmah1u5ngl1mWGaSOR9RKM6OQWUDgEjqPaiigDg53drpizsfnI5NaPWXB54oooA6/SFWPwK90ihbnc375Rh+vr1r0HQkSVLAyKrkSyMCwzzsTn60UUAeWeNoo/wC3b9vLTcoXB28jir3h+NLjSIRMiyAZI3jPOfeiigC9dIjaSY2VSmX+Ujjv2rAgGNFtgOB5pHFFFAFvTP8Aj1m/3zW9c/6iP6D+VFFAHIXZxeNikm+VbyNeEAUhR0H4UUUAQab/AMfK1u2wH2yY45FrKR7ELxRRQBx3iD/kMzHuQpPucUUUUAf/2Q==", "path": "/data/wangnn/datasets/waterbrids/waterbird/042.Vermilion_Flycatcher/Vermilion_Flycatcher_0034_42356.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 2391, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/042.Vermilion_Flycatcher/Vermilion_Flycatcher_0034_42356.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/042.Vermilion_Flycatcher/Vermilion_Flycatcher_0034_42356.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/187.American_Three_toed_Woodpecker/American_Three_Toed_Woodpecker_0013_179833.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 10980, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/187.American_Three_toed_Woodpecker/American_Three_Toed_Woodpecker_0013_179833.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/187.American_Three_toed_Woodpecker/American_Three_Toed_Woodpecker_0013_179833.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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G1le1SfDRqzWssWMMMt8y4xk9+lEIWiF+XRHl4u7mC4njltUhy22TPUkHnn69xWx4W8EXesa7bX15Es+nfaFjeQNkHJztqbSfDPiHxxdNqKxxm1icqSWCk5O7HTnqT7dK7PSLbWZLg2kXlWcSagqywRcCN1XjjupxnitIR5ZaocptqxzXxA8KJpOuQ2tjAEt7hd8QJwoYk5GfbgVb8EeH0m0gatP5nm294pVk4wFHzZ/Ejr6V1PxI029nsoLq4mg8uBwgEasGyx68k1N4Z8FR/wDCO+b9reNrxD5ij7pUjgGlbeQnsYHiC5X7drFt+6F6spiQCEnzDIRzz/s4H48VkeIfD8ui6TO9xowY28MYkuY5WChmOckeo4X6it+w8PPceMDpl7qEn2tMzSSwEZwoXYM/09qxfivBf2EtlYSarf3kE4LMJ3AU46jA69R16cVm1aOvUFJpHmcQKBpSDvkYnA5IHYfhW3bLc6jYGCV8swEUQHH0NZsL2+6Uylx5akJsTdlscA8jFa9hJOlwke5UZ3AyeiZGfxGP1rCotCod2VnEsLLBPIHkjGwleenpTJ5Yw2xW3KxyGxg1ae28yZlMmzylLnco5GePqayw5wbp5F2lsLuIGB615/JzMwerJ2lKyBCzAeucY/GqlzqVvPD5cdtK98g+QpwBj+IntxUbzTanITauIYEX5p3ON5z0Qdzzit7R7dtAaKWW32Nt3s8o4OR0brkYIOB71vThCn8W5S0G3XhtrS1XUNS1GG8nFs8iwKflg4BXgnqSTg8niotNlSw0xZPKUyyyYzIuQQByMDrUGr3cl3cKGfzjI3yHbs2KDnCr0H5nGcUzUb2C1hWFpVRI1wis4bLHk4A5/OujmcoNJDuJLKLpY1BjAJJdw2ASemT7elQxqcv8ik4LcHjHtVZtWtZtPMNnBKXGGkZwP3hzx9Ov5U5Y724WOYSJEm79/HGOG46AdOKxdPTUmV2LeeXbkNNJFG7AKq5+Yg9+OneqkGqXVtHJFDC00/Xc+SDzjH5VYbR7aymiGxpRJ+8Jlwc+wrT2bf3KRksx3BU4C4HA/KtFJRj7uqKjK2hm/ZNc1CMC4uzbQOdvkW42gj3x/WrCWEEEkT+WHlijMZlIz0yBWpEgnjkUeZuXDEkYG3rjA6nmnXscVvbsFlDSKMMMdD6D6dKz9o2Xy31KdjLNYX9vcoQGBK+p+tWrm4+0QCMIkKMzFn5Kg9yW9QO1VbeJDKXYqI8hVJ+6r4yMg9VOMfjWlJD80bCNjCmSYCcKW4OSPr39qzbJVzCuDMwyQCjqAARng9KswCRFa3lO5lB2kjoppXWV2lu5M4WVVCnkfl34705wrEEkn5slick9/wAK05tkJSa0ZYGlTtZrNC7AMpJGe3Xvx2rD0wLHr4haRA0wMe08cHgN+tdfrFmljbWyTsyF1xtU5BGOvt1rg9WDWuupKMEcMu3p2IrWm7VeUSK+mrtlljIGWUof1FbenSL/AGdbuSplMcy4yc42f/WrO2LD4gu41ACiZiuOmCcj+dT6QPlRT/CZUz9Ub/CuhoZ0KWsf9opclkHzMMNyfujJJ+tWdfmTVLG5hC+WfIGVQZDsvI49ODzV/R9NWR2uXmhWSMFFgmGd527jjt0IxnvUE9uI78OECxJGVcsDknYSf0Irzpyaq8wrtnCaXhSGLAggH6c13Gi3cyRGGNwI1ndlXoST159OK4TS8BpUzkDp+ddxpMTSvLtkw2/dgYyeM5Fa426puxMjJnu1/wCEpiMClJJCwYs5I3be2OfWr0Wn3dnoVlr9tCR9imExfafmTcFPPtVnU4LYa3p0sSIJWJJQNyOgGeB716F4f0e3vPCN1pb2xEzWvl8cfOV6jnr2x3p0mlSiVA8Vv7hbnxXq11FEsSyTs6xg8LRLfwR+HL+0lg3yzyRmOQHGzBbOfrkVSt1cXN0JSS6nD7hjkDB/lTrvizJ6DIz+ZrsT1uD3KkEQeb5jt3IOfbHNdz8N7aObVdQeddyJYTy4IyCQM9PxrjrZSZOQOIs813Pw+1GKwm1Sfy3bGnTsdq7jnb6enAptJvUo4GI7EJ46E4xx7VDbxb9nBbjPHrSux8pz3K4OfWrEHyzxADJOBUvQRuWE6Jr6bywCwbh2/OsTxNci71csDlFUYI9661dLhMN5qErY8i3WNAD95m4rgZvnlPrux+XSlBa3NXK0LHWtahPB80h5cbRz7kCqvzw+HWU/xSIWyM/xHH8qllmlbwuTJK77imSeT98Y/Kor26ZNBjtlHEkit0/ugn+ZqGYpFsxn/hG5WBJ3OvAP9Kf4KJW7uCSQRFUJd18NTqpwwYH5ePrVnwYoEl63/TE4H4GpqfCaU9ylbXrnQns1fLSzl3zzgADH6sa09Et/P8QWqmRVMSbgXztzywHHuQKwNMjMrSgZzjH5mup8Pw+bqEkiJId0gTKrnjk/yGKit8Ev63JnuQ+JXle4l3gjOyMH0bqwPuDXf/De7jtbd45kd4Zxsc8YUY4J/E155rzLIXmWIpLJdsjDPUJkAkevTPvXU6Nc/wBn6NaXCBDIkhwSeADxnFZQfsaSuSnYxvihbWtr4zkhsmTy2COQh4DYFP091urG0jCtJawlWmUDG/J+6PTuAfU1jeI4r268Y3j6lv3RuGkcx7PlxxwPXjFel+E9Jjm0BJIFPntHlolZcuOcY5zwAce+a6cVN8qlFa9BptO5bbQ7O+kea3tjbRZCiNwwYYA6+9Fb0Fxq9nGIbBrG7gHR5WKFTjleOuPX/CivO55dTT2/keQOt5Y38tpBb2zT3QEYVT5q88kqTx2I68Zru/CtlearpKwz3cUeZNqzywlmOQPlKnHccH1B61NqHgrSfCtu122qtZuJ1MF1NtfbjBA2/Xq2R0rgk8Qarc3l5FAHuvtAXd5+5FYjkOO52k8HpXoqmqbuZnSahPJaSzppuoXi3lmzSo32ZIU44bvnPXjvXM3lxealqcTS3L31xI4VZGcHv2PTr6YAzVe+hnGpSvf3D3snEkgul8tWfGSMZy2OOR611Hh62tNe1KB7pytqV2kx/wAAI+UA+3HXrSgk56Fwetyv4g8NzWvh9tVunMMbzpHHao7SDofm3MT2XHH0rCtLC5gsnvL23mEM9sUil2gDPuSOenauy+Ncf2DRdBtIZsJ5rFl3Y3FV4OOmPmP51FLOdS+HWiaXbWzTapIrNawQtuJAwNzd1GGP411KF02txqR50sDXFtBGrJ5xulO4kdexPtXtHhHwTdeGLpLyWS2u7i7crNMyDMJI42Y/hP4Y9K8SmglsgRcKqXEE5VlHZgTkfgQa+gPCF3HF4UsNQ1C8ZY5HZlZ2BROv5DrTi7RsSzAlivtH1uK91yVJoor0yPEI92Nykb/MwOMdFP50sljJ8RdaiVIvK0CxwEllQCWUnnGc9PQfjWF438bv4su30fQIi+nRMv2i72f6wg4XnsuTx616N4K0SXRdLktftSuysq5H3cgZPHrzVx91XYrI6LT7OzsbVbWyjSOKLCBVHSuY08Sr4ruY2QBZ7k3AIPBCqUrr3JVSwXJHOPWuOstGB1iw1DzJhJN50rrv7bsqP16e9TFtttg9DS8Y2rTeGb4qc4RTtPseataNi00WxhdSv7sAFj1NN112h8K3z3DKzLbtuIGBWKdajPw2GoMFeVYQibh0kPyjHvzTWsbIHuQWenyXGvT+I7NjKsl4VypBXyVG0jHXO7JrznVpT408eyTr5klqZ/IiQcHykzkj07mvQvF+tHwj4EtbGBlF7cRC2iKnG35fmf8AL9TXk+nXS6Wkkg3mb7M4iC8YZvl3E/iT+NZTetuwW0LOi6cLq4vLrTo4Es7W4Mqfa1YDOflQuFIBIrDfWjea7dT3FqAzSAkQSF/lHA2ljnH49KueGry/sruR4r0raRusk0Qcr5q7wMhe5/A8Zrmtcv5LnXL24s44mEztMBCcrGmcfmMdKyvz6JFRa6mvfa1aBZ1eOWS4mdisIj2uxPAXAOMDGeKybWwbUHeTUmMUUYylunAP179qzbCO+ivEe1QNKVLfaJBkYx6Hoa6yfwbcXFtpFtcaiVm1BDLjYV8pec7h+BNT7Ky90l2voY813YxJFFPdiFEkzsQbzgc8Djn6mnTeIJbyIiw0+5uYY8sskwIAPYkL3H1pNP0OzkRxHC08gcKgYZDcZz7Vau9QlFu0DS5iTG2Mfd4Hp6Z9qzkoKS0FaxUsZ57i+N1dY3xjG04wMdsCpdLtrA6rHd6tBJdRTSOzQI2CSR8p/PFNs0KWuSF3yDGT6nvmn5WKPc0jK6kKi4yH7Nz2xVyqWbsO5fuYS0KXexIYCGjhAAwccn5fTr0qa3KJbJb3O8HduARcNID05/Pp+NGoSwS6dHHGoZYjtyFx1JyG9enX2qSO4jeBYvLaN0UpLKTu49eeD06CuScpNCbswvbOFriCCNgGdQ37sgrHkAbWJxyeMnoPSqskbeVbSRS+ZMMxELnaSuQD7545+tWbJmt7Wa6eYoJm2YPG5eOD19qZpixSJdQsAeBIOeeu1vw71vTT5bDa1uSW9z5MSqWUqSTIc4JPt/Kqtz5JtnbcZJJQd7vyEGfu+5qzdR4hR2B8zcN44PAOFGKiklJtyFAMu/JVPvD+mKh7XNnsPhtftOmkCUq2NpUgFiOucZ/zj8K2IvIT94+5p1QLkLgbgOp9B7+tZcEjJKkTPghMYVSTnPPPbjH50/eRcIEQOSSMkkbQOelS0rGRElq32BWllIR3MgTacsc460iwFLhLWTlyNoIGK0Is3UE4nUyQpgIpO3cTk/UdOtJYIiT2kcjs7oWk3HvzkD9KcYe8tSNzS8XyRXjWsflhWWNkRWHGc9f0rzfxBC1rfwOS2x0BG4cAZI4r0VriNNXuPtLKY1h6OucsRnp1/wDrZrjPHV3BfvbXNvAbdRH5Yh3A4xycHH3ck1rFp1eb5FJdTNkjH9rxSjIEkSNknPONpH5rSWFwYdU+z7iEM7YHY5B5x6801cyCwcE4AaPp6Hd/7PU6QJ/wkETAH5Jt7fTb/n9K6mI9A0TTmOlWt7JIv2eWTZMGbkHAwxGcr160uoJFDY6jJcuplWGQxsjLsJ5GevOeKt2sKyaFp7qCJA8jE4+9nHy1na5ZP/ZOq3UcZC/ZyxY9B0GBXm1rudkOR5vpYUSMzdSBx+ArvtBju5DM9qqM8TiVckA5wBnPp7VxGlQlXUHGSoA/Wu68O3aWz3RlMaLhRmVsKuR19/8A9VdOKhzQ5fQi1zNmY3Wvw3BHlb25DfwleCD7eley2YnWCVTAs0jhWGHC4Ef3W9jjpivHdcuIrbxDbWkRMhSCNmc4ypZdxQ/jivQ4rm1MM9wrfvLaGTcACflweOe+ef5VzVF7KMU9ikrHi0jh7zUJv+ekrOT6kk1DfSbLN0IHKA/jmpLURPaXLh2Dg52kDH88/pUepISoAyPk/rXetNEDFWZFVmV8N5YU7h3xnirWhaj5ceoO0rhTaSJkNjO5cAH2yaxZn2spH8RJ/pTLeQrazrnAcBSPXnP9Ku9xlm5Km2RQwO5ugNODrFcRsc7UG7A71RhQGSIY6c1bnVhEzcEYApWFc67VNR36ZHHGSq7RIeRyduBXGG2lVUZ0Kqfmz71t6q4XSIBj5pECms1m22zt6gAZ9aUfhC5sSL/xTCZ4y6AH/gVN1hX+zaeJJC5GcD04AqWX/kWoOMfvI/5nNU9cKi7t5Bw4AQ88YxmhBcs3WU8OyYJ54461e8GofLv2A24tmODz2NUZ3iOimKWcw72ASRlyqnHfHPNafhfZYrfRlvM8yzIzH8wBKnv/AJ/Csp/A/U0pasx9GPlxzy4+6M/XrXpPgpbGLwveG8laN5PnjkRiDFtHXj8cV57psLQW0zyICseGZORuBXgE+nNdHLAbPRp5I048oCTBOMnjkfU8VnW23BoztZhdbewfMjNJuYkkkduP15+tX7hpY1s4d+1XtN46dd3b/CqOtXMso0aF027Yi2dvOS2Bn8q2NRijupdLs1VIJgqiSZuAAcYyfbk0qqfKkzNpSOa13VLq/vQLqdpriTDSu3LYAwASPpzXq/h++fTtBsb7yVmt4kEd1FjnBPDgjv7e1eOX9kLPxPfWjSb/AC5WRWU53e/412baxfWGhxWlrd/8farH5PmEYPdtp4xVVm7RURbOx1+veMdNN7GmlRpJbRxBQyEqucknHtzRXE28O6IBbeNgp27mXk+9FbqUbaos9ztPCOmQzm8vFbUbxhzcXh3n8F+6v4Cs7WPCumyXdjdgxQiLMW0gBWDHJyBx0HWtDR/FFpqyzFZoh5bbcbxnPcH8e47VjeKL2Oe0gtbIuH3F3whx5eeee2P6VpJ6XFdWOU1u5sLqCLTII2QNfBAzDD7MfMeeuTjrWxpelwKunWdhNFb3KIDMOhbBzhlzhh0ww989qwr3TotY8PZhu1hezGxJJyU8x2Y7W3dQCOAc4Ncpeane6peRaH4bSaS9gIWS7THyIoAJjPc9cj2rNNp3Ffsa3xs1OxvdV0e2t5Ue4ghkM6q+7ywSMKccA5BpfDt/F4JhlW3uo5b2/tlMlwV3/Y3J+VMfxDGcepHpXn+t6VDpniGWzt5blm2K0ktwCJJHbkswPQ57V3Gl6XrEmh22sQXbzx2trG0YhChEmDFI48H7zDLE5/vCuhN8rsOWxwup3rX2mNLIUllkummaUrh2znJPYKeuPXFaOqeONU1TR4vDNnOW0qFUJdY9rcD7pI/hzn61zV7PgQRKvL5d+mD6cD3qJUezZ4gMNuw2Dwx4I/nWa3Kjse1+HNNWw8FXI0y5tbi2l2vJvBEjMOX4XnCkADPHHNes6Pc28uljUFRovPHmSGTruxj+lfOXgvy76/W2DS754nTMJIdcAn5fXpyO9exeHHvrnw/a209whsyTvuC+1otpz5ZB49OfSmpuTsJqzOr8R3DW3h+9liYiRYjsI9f8K8/0nUpdKuvDl5cysLa6imEvmEkKu7hgP8+ta/i74geGLDS5rN9WjklmiZAtt+8I49uBnp+NeMaj8Q7y+lsIrCxJis4/LVGyUYn7xPfB6EZpqXKTI948aXNtL4MmminzFJtWN4jlWJPAPtXlNp4muxaQWt3cW6adZyfaXimIXcQ2ABjk9cge1cpea1rElqtq1xLBCziUQI3yt838I6gDoB6VWvbS0uZpYxvN9JMjIpOV2Y5PsQelZc2t0x7o6XxR4i/4S/xLcajbRzfZIY/KhTJYtt6sAPWuN1XWLuTzHWw+yW7yZUPztH90Z5J4/Otux8Rt4Yup49HEjXpiMaHqYiSPmz06A/nVMaeGuReXcz3VztyWY5WMkk4A9sj61NSpCO4r2LOh+DZvEunSalc6gtvbIyxvbSSbXYbeGBPGM9uaz4LSOJrQW+VKj5wTnOSBxXpFprWm6T4E2RWCXOoXHmbt7D/RyBgMAeeh7V55OGj8u3ZCjTKoXaeit0P14/OlVqapxC/UfPb3cdub29hUm7f9yQNo2jjkDjGBWzearqGr3kUcPmT3RgFnboq/P5XoPc9aq+JhaQ3dtFa3crwxWwZo3XDRu3Gwe2BmqmkXEtvdJO8nlSQk+VKn8BIyCfYVFpJXGwOoBZJBOscLxqseI49uQo24AH8XT8c06++yHRbdmWT7fcScZYbEiH8OMZHT9a0fDcFndXN5LcnzJlXzrXdzvlB4yffvWRdGJ9RXbjbbxKP+BN8xA/Aj8jU3dyVsETQxxeVImZSMRZwQOec+lSxN5hRHUMkSbQqcZAOSQT/EarrG5kWAYeebCZU4x35/CraQmV3hWEs6KxlZTlQB3GO9YTve4rdR1xGsXni2cMSIpAOuwliMH1wD1pkTFrR7MI8ksrqAAwwBg5/HoPzqSC4j+2F5YEl8wALFHlRuGCM+g4yatSfPqUk1vdLIoOwt0+995R7DJGfpT59NBp3Y6/iRTbF1ZC6YZI3/AHfHyjb37HrVCO5Sx1yK9SMNCriFlIyCpXaQfz/SpLiVjCksjh9shUDOX29TgfXvVWWN5LV4IFIbG5znAJ68evUDNa07p3LWt2bEFvG2p5uZwG24dgucLnjjucfnTLhI1McUAJja4ALlCuevLD8Ogq9pby6lYRXMR2biAXUglcjBAHbp17U2YQq8UErOAPmQIP4vYn2/U1jVvGpoLmYXWjNpeyV5UdmOSxJBYHofyxWbc2ksU7syj5Ru/wBwHAz7n+QNbGp3iXDSTbGki2+XC7YYgDqSO/8ASsbM8i+e0zE8RIrHqo+v51EOZ3cg1Y+3j2XkID7xGQzqGGSTnjnp0xntV62CtcySrGUdpGEY64HTGe/XtTjYxxNcI8ySR7FBlC8O2MenTP51Y0xFmuLSJACiPHGqDjGDyfxrakr1FYHFpEF+rvqV9BCFYO5G7ONpXHT0PHWuY8R26toUU3yk+fghem0g4ArrpjxftGH89Ull+bhlJb5eO55rI8SaPeQeFDLcRblARxIgAA5xzj6fy9aiClz3fcFFtHJ2BSXT4yzkeXKDwP7wx/7KKsXQWLUFZZD/AKQ6hD3IGM/0FUdLjaW2uIVHzAAj8GH9CaXUyUvrNwchVG0j6/8A169B6sD3LTtGlu/CUE8k4zFCSkS9X5O48dOgArP8Qqx8E68sR3oIIWVcZCqWBOGPv2qOy8Q30NuLSz5VbVI2KyDywpyTncBhsnoKyfFert/wjlw1teL5bbRLFtKvI4IG70bnPC4xXNP+IrBpY4SzQmWAlWTGVH4f/rrp9PgtZrTUXvZTBtiXy8Z/eMQcLkdsdK5uGciC3fB+Z35b8K37O9t4bDVIJ5GiE1r+6kUZO/PygdwDzmtajJtZmTqIV9X+0o4IMgCjpjjj6dBXrevRPe+DLrWLaVQsUBXKkBiBwwYfX19a8ray+z6PK6Rr5v2hSEVhnhCQfocHNdfrGo6lceEp5Bd7NOkRI5YYY12u/AILdSc854rmxFVXjEOax51Cu2zmQddxH6imXowxXdn93np7Z/pUsT+XbzMwJPmtn88VWvJMzswGP3ar+YNdb3Azp8iREyDsGMfrVdDiMZxySasyITcySfwbio+oXP8AhVZgVZB6LVlFu3x5inIxgjFNkbe3XPOeKdbfLMpPOAKaOXkbA5PH50WEa+qtuhsI/wDY3n2qhPysMXBy241fv1HmWhbnEQGB9aryxo16HB2ohA20lsBtTJ/xK9PjB5MiZH0DGqOpRrcXoTPHmEZ+gFaEsmbqwjH3VVmAx7Csi4YG5Ruc+e/86SW4luXdZtzbaNBhg6SyfKc88DnNaHhhQi3+FGfs5K/XFUtUw+hWm773nv1+grZ8PQKsV8T1W2BOev3aifwmlLcr6PbrcXcFrJvKyybXZRk4VCP5n9K1dbntZvDMNxZ3EMzM6RzCGTJDAliSOoHQfUVQ0OSWG4E0OMxiVz9ccj8qo6usTXcD24FrcHLGaL7zDPAbscVm4psbSY+4vXm1O2iMXmNFEioFXr1OBW+kwgtAZVX7VKfmIcsxQjgY7dj9KwtMvIrZjeakd0scohiWIAuxP8WPXH9a6Nootd1Iy2lxGVGTLCflnUdvkOMntgZqMQpcvumbXY4q5PkeIppF5bzyGz34rpGhee6TYweSSKOOMd1XAJP1NctqSlfFN1b/ANyZu/TjpXc2caxxi6JUSPDGFPpwKVWr7KipdbCsdToc9pZ6WkKiPcpO8y7ck+2e3SipreVkjKxzRWzA/vImjVsPjk5I79aK8N4+pcOcofD/AFvT7S3v7SZrSK5ZQYZZCFA6jGfpj3Jrrl1S3t/C9zrM4RhaxMkV1NyzDlTkds+mec1863V41ta4yDg4DHnb9RXZeGNM1vxY91eapqEsUK2xFvZLwZdq4AABHzYxyeea+lu3rsU42NtbDVfG2kDyZY7DwrBKHWWcHzJyByqAY+XOQBXQR+HoJTZr4et102LeGuIkcMwZR8kmO27JVjnofasC/wDEzR+GNN00ulnbIgW4Aj4QepwMK24EYHNN0/4v6V4ctIIQH1GUP8zRjkRn+HJx82ceo/GpdVufLFaErU5fxRDeax8RL63hZLy7cRwoIu7bQApz/EDwajk8aXEvw+tvBmnWM321JHkvZFXBVUbccYPtyT0ArI1zXpdU17VfEdgklmLmQyRbJAGTjAPHesvQ9Fv7y31C5jvBbLbj9+pZt8gIJ24HUHbzn2rZStFmklsdJPElj4BWWKazd76dYJoSQZVRcOpUZyATwTWRq1za3U0U9uZmiRVj8s5OxsdAep57n+QpZdOjOmyam4JkijVB3HJHP15713vw/vbK81DSba4W1i8hmcrlUllbsuP4x9TWblbVBE4fStO8VWt3BcaXbTWRml2RTSJs2sCORu5GMjkDvW3b+DtT1KTfqniB3AnaOcKS4j54J5HBwegHSu11y7XxV4gVRADLZwBZszbBI2c7FXPy5CkfXr2qDw3YS2/i02Ufl+QpS6XMeVfeo2rzxn5ievY1yzxE7+6hN3ZmXXh/Q9Fvb63i0yS+jWwDQTS5JVj8rPjrtB+YVHeaRDZsYrplUwRQTLERkSpIwGPl4Xv/APrrrfiNZzrDd3vlhGJWAKrDmE4HzEerFSB2wa88udaslutTis7e51O8kgjjicPujidSMu57jPQU4TdSXvdBNX0LHj+KbS9eeKWcyxCJGjcjGUK5VR7dRWTYRSoDdyKDJMAEU/oKh8Qvq2peIlbVbmO7u0jUbY49qRKBkIgHYf0q2bm4sbuINE0cyoHRHAY9DjK++Qa2aUY3QrWIkgETPJGwyTht5wXPcqf4hwa19M8N32oWdzcQ28z7o38shwownXOepwRWdFMIorOSU+bJBuDQFeI+Tt9jknPHrXcTeMX0fwrb6VHZW7mWErw33dygMSvPOST26VnFQ1cmTfU52DTTqHhq5vCkiQWkK/vFbhpGIAznoOegNZkM0UuuOBcL5cNuI9zRkiM8kj6dOfetS811x4Oj0e3jdYo5PtNw2QQwJCgYHIwQO9cqkSXenXcrz/v7gBgNpHzlsKCew561s1Fv3R2sbdz/AGZe28OpzW7RXdzcPNPg/IsAwqhe/OCaW10uLWZ1sbOdILaSVpXmlbbtjBweT65FZmqHzGgsbRPMyywoAMeYE4GB6Zz9cV3nhnTbs6CtzZx75AxVc8AkDPWpqSlGN0PYy/EVvpWj6tBDaxBbU6eu/wCzseoJBbJ7kKM4rlfssxtkYY3XDDDE44J5yR6V2PxB0qGJdBWJt0l1CwZwc+YgK4PPOcZ47Vz+tBYry00q0Kv5agsXOAS3QH0xxRFNK7+4Nh72Ns+sPHYSyyRRssKzogCM+Pmx6kngHsOa0dTtbbSnlsoLdpGaJWQKRhgcktnjIGDU+gzRafpVzHsiuNQEohgs3BVm3D5nOOgXqSeMVgzC4ge8muHS6E6bBKVICkHaNh9Bz6ZzyKxqq8lcb1RY09jpumR6qFQkhgquM4PZs/nU72f2DRLb9/D9qvFYsWYAIhAJ7cdOtJqcgGn6Xpka7ogweQJyzELwuByAck/jUd27arqyKY4YRKdqkfMEQHkj9Bnvms6cd79wRWSJpZN4VA330H+yvHPp0HWrGjWb6hbgxlozlUkYDcV7bQePxpqXBGtPMgdIhIsWByGAI+XtwT15rb0qb7IitboogxtSNjjaeo3evB4HsKuvPkjdGkXZFLw8kmk65e6VcSG2ZD5sbKN2xTyGHqKW9lgn1IiF3njVcLlsFiWyM/4VDf6hHJ4rtr3cdrp5LkIEAOOBx3xmoFYQaxsAGFDsQ3BJUAD88mj2ftFGp5GTLccSzyeQpxcOv3z/AA+qnkYHWqcts1w0vlMwigG2IsMfifwqxctcyQ/wh5VCIFUcDPP9OaVMeWsbNiKFMMd2D3xj1/xI+lJKzs9xxB7mWSBLNWDRRruMh6E49fx/KtTS0ijuoPLfa8TB3YtwcZyRnsOKzrF5ZRGW3kEeWAOoXHQD8TU+n7ibpkQjZbvkN/DhcZ/OrgvebG3fUn8/7cY42t2nuWlVRMGKgqDlhn8O3rXS+Lba0Pgu9klQW806O3kkk+U/lhgvXPb9TXMWEi22p28oQbYV3L0HJx+ffrV3WLn+05ZZ5JY83SurRouGRAMZxnknt6/lXJSk5NNhGR5daRwR6fNKjv5ku5E/h/hyT+eB+NQaidyWMh6EFf60Qt/pjoQVjSMKgHYBv/15ouVzpVs3dHxxXqruJs9l1lWhs7K4tGSQz2kQEScFTtABI6HknHvXIeMI5f7BuRMgj8swiJH4OOVJA6Z4r0rRFhbSLDzIIpFgjtpy0ZywUDAyPY8YH94GuH+JtxNa2ewQbo1vCgLJwwb5ihP15Fcb5lWuLlOFs1LaZbPu4Wbp3GSf8K0JViaNlZGdjGCqjuQ3+FUlCx6ZviDInmoQj/eX73B/P8asztIIUZVVm4wrcg5NdEthNsnngiGkR3olicrMsMsWR5jO24kqP7oG0E13uuaPaP8ADmHU43jllkMMTB2285wVYZ5/zxXG3qi10G2Z7eBknmLh1X5i208D2AHb+8K39d1KOXwBaWqW4gY3a/aE2twQowAe3G1vxNcb1lDS+o1bqeeRD/iXOuAPnYYz05ptxEFvEAHGyMmn2wJ0373O7mnybZtT8gIc7FO4N0+Wu7qLqN1Kxey0fTJmVf8ASkmuEZWJJUsU6dvuVlSxEzu6jKDAU+2Mf0rW1See6g063aYTQ2lmkKMqFQo5dgfoSR71j24LwSSdi4xj3NaIonjwI5G4wCP6UqQhLWJ2BLuc4B7UzBa3RAPvtzVm9Ijljj6GNFA+pOTSuBevwAYPTyhVOFpJdRkyudzBQAM/X+lXrmN7jJjxmK23t+GP8ay4pHl3y5w7P2/z+FJbCOnkjKalbo6Mnl2obDAjGawXyEglbkGV8n3PP8q2LW5j8xxJ99bcA8exP9aw9xFnYqc4dnY/kB/jQtgW5pXzb7CBBziUnP8AwGugtY5JLS/8mQR+REqkhRk/KM1jyRK0NqH+YGTB+mBWx4fkM1jq8nGHlbn24FZVXaPzLp7k/hyzWSwvpJS0oijckA7SDvz19cZ/Kq2vQ2/9txQWOZCkWWBjwd55I/l1961vC0kLaLcqyp9pkEkihiSX4+7jofp7Vm6NHLqHiG5ubmWODa215ApZQQOQAOfSs1JubfRBLYzljiudWtrZlRmhcBnQfecnLH8zitnV5dNNxLcXsLFkDlnjUqdw4HvkdCaxdDjMuuMqHe3nMAFGAxycfT8ab4s1C/u2e3uotk0PDqRhh6KccH1zVSXNUViU9TnbKd5tVWaRizMxLZJJ9+T1+tem297phhs4LvzrQqqKbiWM+S59mXpgHofSvL9IiY3iq4wQxGCO9fQVt4d3+ENPu7ZRIZoR56u21SCO3B64x+NTi4c0bWuLqZeoWs99fTT6fM9xAWOJLSIuh/EcZxiipR4AvPJi22ODsAOZHXn6IwHp2org+q0P+fZp7p4TFIb2aNbZ5Z52BZ1MWcPngD149q7nwx4Z8b6nc+Tb3X9kC2Klt7YlXcCMgcseCfwrq1msLJLZbeCOzjgjXgYRHlUjjIwcH0JJq2PEaQzPf6dcxuGfy18kAhpcjCNkZPTivR+sRcrJEqXNoMsvgJbSlp9X1y5vXOGUqu0n1BJyfTtXJa2uk6Pq994V8I2UF3NdlYzcsom8tdvzICw4bPO4EYrrfGPxH1HUr1PDXhS433dyBFPcj5RDIcZRW9uQW7YNTab4d03wn4S1FbG9EuomGRry82nKsAeAT0XPGe/41c20rjPOPCPh+LWR9jYIC0TrvcEqrbgoJx0AJ4PrTtKRtG1bxNpt9vszJpzlFmTHnMuNuF9+T7Z9q0/hzaXCz3F1ExAtbTzH+fAfJ757cZx3xWN4hma48VyXFxMh+1W58s5yQm1tq47cgfTNQ23Np7WHI6C908W3wYmuY4AZpLkBptoYiMYB9wPfucVv/D/Qkk0y0drKCZb2Bs7jtYMuCCGAyDj+7WDe39xb/Cy+0wwR+RPGZxLu+ZNjqNuPQnHJ96v+CNaltNGDlTGkcbSQTZwpdVIK56DrnFUo2Tdyb6HWaF4X0+OO90h2iu4ZTJ5Blh2TI6vyGJ5BBI6Hp9a8wvfEs+lapdxxXBito2EcbO5Z2CEgKvBPHT6CuntfGGpeKWTT/DFsIr8EtPqsx2xpkZYhf72Rj8qxvDvg+2Zob25k+2yy7gzNkGNhnaV98nOKz5V9saXMR3WseJfGOhTQTXC2dijRh4FX99cEYAyccY4OOOuea2NB8CXR07UbaC3+zRT7RG4kOBjB5H8X0J6813+j+GVEQmmj2SE4fKgFsd+OtdMsAjUKuFAHAFChpboWoI87h+H0f2vz5pHLbVQKihQqgY6dP/11PP8AD3T7yd5JzK0h/wCW3mYI4xXoAiUc4zjvUEqKACMD0q2kOx5TqPwyvo4NtpqMVz93CyAxng8jPOaxb/S72x01Yb7T5t4nyJSSyKmOeR/eP8q9pmTdGD1PYt0qlcMvlsJFDKB8y4yCKnlVtCXBHg17YwS2Z3EiRmCquOvPPPbj+dRmx8uJbZyEWbaQ7kDAyRz+Veh+IvDEFxH51nEIJFO4KB8p/Dsa89v7WaBpIbgMjMRy3GaiN46PYzlBrVG7o8bazr+oasrR+XYWR8pZMrtVE2rj1Pf8a7jwBqtpB4Za0uYpf30bSArycY5H17/lXnllY7PDOoXk0O11wkMhJGGxyOOxBxVWe+kt7SWJVZYLWOMyOCcZONqfQ/0pxl7zEmdBd6pbaz44EigPbWkQhXBJU4B3MN3YntXMX1zHJqr3ECfaN1xuVSDhlBOBjrjGBVjRmSz06a9lXMkrqAfQucH9M1Fpemtdo1zGy7g5VY+c+gOfoKubsrdg6kz+UNRVnlMWWHmeWTgAgEAAcgdqsau6RzGGyaSOwuZlk2tJvBx71mzWxt9LN08YWQvlGOSQASuF9R6/hTZrgNHy7GUQkbWXHlnjAHrkc1ly+8mJokgkuEje/RiQ84jaMLkkYHT8Birsc8Zl3GFPM2qPKJI+QdGx7nH44qa6vbee3s7e0t4rfyYFgRepZ2/1jk9zycfhT44YVnW3ZihUh5i5+c7V3ED27Y9hWjtfQ0WxY0VYLSyMk0W+5kmxDG57g8n6gAmoBdSZWKJ8qYyCSOFHp+lSWTyS6hYS7sulrPMyKOQ2zIxx/tGmwWktteO0eWJALMX5XPqDwaxqF/ZRW1CP7PCG2keS6zrweATg/oasX0Kfb4rlVG11Hz9uvX/9dPv47i9Mlw9wWRvlkBblwRtCj+dRaZKLrRkhnBZoG2Pzzxkf4VtDSk0jKSLDfaI715kmy3zIrqcgKcZH5dqh1JjeTTPGDEzdQo4D8ZP0z0HaiOdzcEIuwKze27jp7962LaNH8m3kDszOQHGBg7RjI/L8DUKTsmw1Mm2t5odOD3Mhcoflzxz15A49KvWYAOoqq8CEphTgE/IP61NJHaPdLEkkiKo2lm5DSd/oCAKZo6LJf6gXAeHzMkbtm5d65Ge3Aoo6uTYPuVDeRRztulZ+i/f5Zh0AJ44z3rYsrmETxW6RLKkLsu8jBkc9iOwCk4HY/Ss6x0tr9UuViBkdy6IqgiIMep98dK0LRxYvdWCQQuJFEyl+jsuDke4H5gGobWyHb3Tye7DwazcRscFZXjIXp1PepG2vosmAPlcMCfr0p/isRxeLb14gfKaYSLnjggE/zpLRc6fdqMHYCR36Gu5OyTJPT7RLmLStJDXUqLNAJSWTbuC5ATA644IJrm/iVfzy2Vjby8t55kDKeGG0YPv9a6+21a11DwtpC2k6tLBbsbyMEZXsAR+Rrg/iFcNMukqYVhCIwVQf1rhpxlHEa7D1uY9vI50SMNl90gXJPoK6DTtP/tC7trMSCMyHbuPbkGsaRootH063RGEjS72ftytb+nSpZy2s6uSySZDMBhuOR7fjXVLVCaL/AIx1JYYtN0xLdVW2TynKLlS2Dgg9uMkg981V8VMLbS9Pht8mGZ1lk8wgs8ioRu46DB/QVna3JcTXVm05XdMzuIzgHb+HQ9s+xFaPjR4mh0uKCQOnmSH5U6/KBx61jCnZxsByEJzp3Pctn86XJGsP3Hlf+y0sKj7BtHHzsOR7mornC6hP7RAfyrq2YupUuGaGGc7irNjIz2Yf4YqO2OzTnz1aQNg+wq74lnWXWXVCfL8uDPy45ESjpVAqzxJEgG7t75BNUvhuUXtOi33lvC2DgDP86TUJftV+oUrlnLZx19P0q3p1o4EsoPzqCMDn2rNWRRrEbHIEYx75pXumB10GmB/D/ia6kkdXtbSERlDjO5wCD6jgVx9sjDBxnLd/pXdXdyYfBevOkiAyNbxkHHzLuJ4/IVx9rAws7admH7yTYo+gGT+tTG3KJbF97XNvdXJc4VSOPTbVCZt1lp/ykDfKPrjb0rTlf/iRyrkZkcD8M/8A1qz7hWNppkbbVAEsmfqy/wCFMEbEQJgtsLkAsQd2Oi/Q1c8Mtt8J6g/YhvrVd4o4tFM4lzsjc9O5GP60zSb/AOw+FRAsMsjTyBCFT5eo71lUvZGtLc1tKaO30qzJmWJ0O4lSd7DBOQDxjIx9SK09Cji3SrNK/HLspC4lPJGe4wD+lYCX8MIiBlKbY90AK7sZ4JJHTB6VsQ3v9m6HNLEAyyI7deQoUgdB33H8vesJxt82jOS1uc3ol1HZtJeyKdiq5XdxuJHA/EkUtjBLqWrRG4R51RhNcbeQxA4XPHp6jpVG0fMKlo90cPzEOerHoK9R8GaVb23h2dbsbJbtWJnyQY3AJAJ9f8a0q1Y03bqxKx5Lp7NJqZfJJlmck9cck19QaRMtv4P0/wAuKMRfZU8zc2AMjv8AXOfrXzHpK/6aPUM3419OeF76yuPDljAt1GJI7dEdGO05xjFXUk9Eik9SWz8RxrDtuWXzAeqZ2kdiMZ4Iwf0orE1DRVm1CcwbAivj5W2jPU8D60V5rxVZOxpyGJe6rA2hxX9pHa3+1oxFEYhukdiAeTnLZ5HbHBry/WPE8WtX9vYaDYOlxIG+1Mo/1jkk8KOARnGR6VSFzFrDC0trTyJZny0iSFSh6HGTjA5OeO1dF4W0geE76HU7Ly77eGCs2FlU5Ixt5GQR6jNd9GCiveM9jqvB3hq00HwyRqcEUE8t15ct0VZhtBB2Kw+6C2MH2PNVvGfixLnw1qkX2KSG5ZZITKr/ALspuGR6E5rXufHdpLbmO5tpLe4kCsYLhB9nbB57lcng8GuN8eX+n3mjO0Owz3GzzPLfKrLv7AHpt49Pxq6ifMrE31L3wzt5TpGtzhVMMVoI2UgdcHBqh8SNPQHQNQNitqjW7wRGFlI3qckN+vPv7VseE/Fek+FPDFxNf3UMv2x9osYRuuDj5cgDjBHr1H41y3jbXtb1uHT7+fT7ex0h7gmzh3hpc7NuWx937p4wOT3q/tGshuqeIrO28G3+i3HmPfTxoluqJwELbmZz35ArD022kurYC/neSxhUzQ2ak7HJOCW9KuX5jXT76do4TJNEIg27Bx7evWk0e1N+tlZC6SOOYbnKH5lHOc4HHFRKemhnbQ2bbW7hbdrOzhEcQw5jhTbGoI457D9a3PC2uWWnXsUuosxSIFhHANxDD1HpXK32r2FhiA3Pkx4AGyAsdoPv1+tUovEdkkg8uWRwuTn7ORn8M04wT1LTsj3lfF9lPbG5QNHbAF2kbHyj1Iqay8TWmpSA2c0c8ZXO5G7V4VB4qlgXbFGGt5Mq4ZTjB/lV7TL+bzlW2dbQ8bWRuD7UOJaZ7XPrqxkxhdrgkFT6isLWPF2m6TC91eXruyJlYIlLEn6CuIv9TmVEhQztJz5juRyev864u/tLnWdSnQ3F5CAPKyxJUd+ee5JpKN9xts6ib4zRyagWi0i4ktwB8/nYbA4JC/8A166O08Xw6xaSalYG48rlVinwp47YzXl0HhA2ksn2ufYhwpKgnIJ6KB1NdxDobQWCymzK3jriNcELAoPX3Y05cnQWvU14vEl1dttNqYkHUkZIrK1y5tr60e3kjDy5LK4+8MfSo4tOkJ/f3bDnOAdopb3RZo42ubOZXYc7G7j1DCodmgszK0++kfw/eWQQuk5TOfup83Ue5xj2qj4ilRsafAV2vN5spBOWcjAGPRRS2cnkxWuQMrPwpH3jjn6gD+dUkSK51WWRDuEe+Vm6ZYnhfwpQiuhk1qS6lMBFFBGcohZ8Y+gGf1rRt/MttMguoZR++BRDGvKMOce3r+VY8wjnsrmR1UO8wRc9VjjXJP4scVs6Xaq2ZpYka2hdJd0pO0D5dwAHrn64FKork21C2sbe4toy1y8s7jYsTnAUnnp029z61XfTxp7eexjeRCFCN8wIPArb0+1WaXdPLJGAhLKpEYRQSccjkFfz55qs9vDd3BETIII0eZQ/oBnH1xURvdl7oo28G3Vbi4BRIkBbY0n8OOQKnSJvs91dk7VeN1QE5IywUfoaryWs6eW7hUE8YlBk4O08g+3vUtmstzLDahXKGQNnopJbcRjv0qle7FG+xp6evlXN5JgsFtZFZj/yzVmAXj6DH41FKmxAiXDSPIQSc9PUVZ0aMNp98w2Gee5hhiDEj7qFn5PpxTJGED3M82HZxjOMYwe361E7XuzSS0RTkEkhjijXEajczepGfy5rN0eYx6rLZS/Kl2BtPucj+eKvXl1LFaR24VUkuDuKsMYT8elVNUaSG7024XZ5UaAb052Fjxn6EVtSvaz6mbNJYUW2YTkEKx5GcjGCT+Y/Wr1vdmSVi0atJtDRuBtO7pgY9Ov4VFedJ3jX926mQdMHIziq9q9wiIjnBGOAMEetYz7dgbLilvMCKAXaXOQOv+eapxtNJa3sSxkyychunAYk/wAqkefyJEbYquhCl8ksc84/QUzTZQumzkJt868jj552r8zNg1cG1B8uwNaGzpym3tI1idIpCF5POR6kVa1H7dNbRX9xJbu0MZg8uNNu1MMe45zxn8RTIFgAaQ8TeUVdtgCsD93A7cd/asTU7uTT7cQ2zyyRwykxKF/1mMjBX/gXT61xQd3oxc3Q4/xrbyRa0Hc/6yJWDeo7Z/CqmmSD9/FhsPGTx0/zzVvxFDcR21gbjZl4yyeWAPlbnnvnJb9Kz7Btrxt2ZSK9WnrCyFY7nw1Ck2iW8qyAS/dbjgY6BiPr9KoeOY7e5lspRI/ngMJcrjBz2rS8FX0kGlXEbIrxiXaCD8ytwfywO/6VjePbmJ9Us5LaWRg0BYktxnd9f61xU5SWI5WJOzI9Stlg0LTmK75RKVEvYDHK/WpV2rYQNjtu5/Gma5eSvpenWUiviItIjYIBUoMc55NSwru0lCSMYx64610Rbcb+ouhX1C4jm1XSEclljdlf5cHGRxg+36k+tavjq4ih1DTBblHie3MuUTBVsgcD24+tYV8redYzpnasJkGR0OQDk/hUuqTpdajYlY5FVYcOrHJGWHNKF+aPzBMzbdj9ijJJJ3tk/jmorxgbydgP7oNaFoFfRwpRQxYkNtGevrWfdqPtMxGARIFPvxW+4zPvG36jIT1wOPwCikRs3AwP4uKknXddO4yThTgD0HNN01TJdIeoHzc1d9Cju9GiFhpM964VlWM/L09sn9a4KM+ZfbyeWfJ/Ou81tv7P8KRwFsNJkfUDnmuDg+W4GOnvQn7pJ2uq2ELeB7m8fIkivYUUgcsGUkj9BXMw4LQouQFy20HjqK6bXG2+AlwPv6ivfriP/wCvXMW2cHnBEZIH4VnD4dR9DQmlkbQoMxrtaUbWxg554qpqIfdp9u+5QsOFz/vE9qtahJt0nSk4UMzMR9Bj+tUb6UnULf584iXg9uv+NUhI1NVcp4ZRdwGZNn14rX0fEfhCaTALKOPUE8Vi6rL5Wl2KkB1aY7lP+7V0TfZ/DEkUTNh8LH65J4/HrWVTZG1PqOubBWsbSSJW85lUAZzxnJP+fWtvWoLYeGFnYEHyhHEVbBcsx4x3HHP4U27QxzaXbRLsaWPJYdQCdvH5Gq/i28EmowWEODBpsflsw6NKfvH8BtH4GsZOUpLlIYnhDRRfavDDMivBb/vpldsZOPu5r1KWCNNKWNnVybfeDF0DBWBz+GK4nwG3kNdT4YlUBDgZwQM5I7102pXaDw/fQvCkAa3kmSaEhxGqjqMHOWJ69uc1zzcqle3QmJ45pzCG5gfYj72OM9B617l4ft4DYMk0G+5FtC0HPDEj/wDVXgdpMryW3yBSu7nv9OteneIvEUWi+EdLhijA1W4tUKsrZMQ5w/XqRwK3xSd4qKuPqdTe/EnSPDF2+myO15Kp3SOoGEY/wj1A4orw5IHdd8sYkdiSSXxj2/r+NFH1eX8w7neeErayttMstRXe0jKZHKMrO0wJx8vcAdQeD3o0+9l1PxGrw7IHuS8sLtx8vY4JxknpmuL0Lxg+hWy+TYJePMNqrIcKuMgg/XPWoU1e8F5bXN/LKkaKEiihU4MQ/h3e3rVUqU1Ubnt0JadzrdR1W10p/Lv7u3ubhwz/AOiHe+/ptIA456c/j2rmtQ/tPU57W4u9HFjYSy7Yy0YVnYLnr1GQfpTdN+0Saol1o+h3V19nLTBZQTvT/aPB465rS1G41+zXTm1mILEqvNBbxSeYQD0J5JH19K6L6FQ3OhtLPT9M0FL+XTra7mmBEkjQB2hUbgFByCCQpPFchrul27wm6tYfLVDGX/eFskkZweO7jjn61v2ehDxDpcsyeKJrWZSzJZxoRhSMBM5GWPPAz1rnL3w9Bp2nSvcXd298kyBUdsIynnkHnI/Ks+Xld2y29y/fra/8I9MTdQJKIvMaN2UM7AjgDGemOnv6VS0fU4I7OBpIpBKi7W2pnI3dvfFSz2Sz6dcuv3khy5zwOBz9Kj0SzZ7G1cIG3OeF/jwRxUSas7ohvQ3LnWLDVLxYU0mQRsoVWlUHb7464/yavaX4asNTiWSNVj3dlOKpOtuQ1wRLFOi7FXzGZlyehOeBj6VpeD/MhvLTKRbXbbkkl+PbOPx96zTtsVEmh8IwC5CK2CTjBXiuhtvh5Fc2wM0kLJu4jA/I5NakkIi1GRWXJDdDXV2isLcfu/kPQY6UKUuptoc5p/geytgIbizttgUBTH1Pu3vWrH4c0xjIfK8sLwAmPmPqTWqts8qgn7ops0EsTKY1yo64NUmPcqz6PAYUYlEZeBjBOPfismTQ48MC4kB7NW0ZWbjPOfSholwzMee3am9RHDXmkBC0YtweOMdqz1tXs92CQDzsI4rt9QiDR5UFj71yetNIts4aJyB+fTsaIoUjgJYIpddt4jMi5JGVHEaf3vf1/CsiFY4La6a1G2GSVo4sH7wB459yQaijlkgeeXLM3lsFL9T2rZ0/S1urWKIqGiiiDS56ZJ/lk81pKSpxuznk9Sxp9ql9OUiVja2tqsUe5s5B5LAHsxya0/BfhyfWrWOXzAkUbI+O8jYwPbjb36k/WqGn310nnxW5gU6hOymXZwiocBgPTFbnh7xHJ4f8KtbQRiS9mleO3DjO08jefYcmsG9HcFqN8ckLb2ukW6t9rjy9xM7hipOCIt30AOOw4rnplaeKAW4XFxtjY5I2Ae/bNGt3gi8qygkkkEKNLPuOT5rcMx9f8CB2qOzdl094YiRtwhOMct3/AJ1otYGttAZxe3TA7sSMsUSbgWCg88+ma3Lxo7a8sbVWTagZ5CpyOnr6jIrE0tY11eJiW8pFLBl7j1qWyke91aV0jMirG2QOc7j/APWGKaVkQtTofsrDRLAINk8guLneBkbTxwfXA/Wsy5kjluHRrja0bBnZjkH0Bx0//XVvWFTTbtkjIWGzhWF8dCwHzY/4ESPwrmbu5drXb5v76U5ckcY9D+lZKLbLnItBWuZJZ7ksfMfYrMekft+OKl1ezMunNHHjMka5A9VyRj8ahJhgsEWViY9qklRyoz2/HrVtdkkJuVAZDGChPbtnHbFbKXKiLdSLTpor3SY7l2G5MRkegYE/lnePyrQFiiwxuu5U3NGGxyCB8o5+pz6Y9qwdGEi6nf6UpwLhGEOR/F99D/30pH/Aq6YNc/YYryKSBpDII3hwcB8EgEe/OPfNTXh17i06lHZFL5nmxcEhsuuQpA9vpUOhzFfDf2gw72N0ST/c/d4496kDywWJJLD5GDDd2AJ596v+Fgo8O2oA3OZn2qVPOEHP86iE/dlcTkmSRXEUtt5md8gjw42FMknIBPpip7KxmnuAkb7mlxlQCFGcYAJ7j/Cpo7W2SQMuGeTlimQBnjpntnNZ9teTz3giWVsRFvvjA2/45yB/9evNcdXymd9TM8f29q+n2TQgeZG3llfwP68V5/aMFmgABI3kV6V47SCbwwLlCVmMiuAOd3qx9D8w4rzG3bEykno4P516uDTVKzNLaHfeFhEmm6jK0sgkjmVUjRgD8yn5jnrzXNeK43j1KASAb/Jy/wA2RkHt/hWroM/2XU5B9nFyJsARk9fpWP4oYNqcTHAkEQUgd8dCT3pJfvtSblvU7p5lt7faRHGjHJPLNtAJ9hWjZjGlxj0PI/Gsu4iBuIx5jNvjJU+h4q/bykaa43btrDP51o7ctkDQXh2z6JGjqwlskwpIxuLFSD/wJSar3sivqyqEdJzCG3NwDwT/AEqrp7tdeILSJcMynao6D77n8Ota2r2yQ+N7qyyzLawbS2PukRZb9TSUbVECRm2rpb6NCZAxzj9eax7iceaZAufMlLc1pMWOiWoOM5Un8qyXAZ4+TyTWoISeTzJJJo1KsIsAD14H+NXPD0G+cOw4YgfgOTVC5ysJyOuBn8639Jh8mBcgg7efbPP8qqTshl7xhMpuBaxltkMYByepPWuSSNhIrYIB+771p38zXE0krElnf+XH9KrTFTNEFPC7R+n+NV9kOh0/iSQJ4D0yPeN0l9I+3PJARRmuYhQ/MBydgAx6mrniK8Z7fTLTOUijdyPd2/wApmmBROiN97en5Cov7opbFvXoBBJpdujZCQE5HPJJ/wAKy7wL/ao64CJnPHJA/wAav69KH1tQOBHEq4/X+tZt86tqp2ngbR09FApoEa2qiN0sIjIVzvbIGcHp2q3FOkFui5WVohuGzsT0O3ufQkVnXKtPqEKZP7tM8e/WtPRrLzIL28IJ3yxwpgds54/Ss5WWptT3L1xdz2k8d+8LqYbdEjYqdpftg/r+BqnfShNK8wli8j/xclnPU/lmrerXkl1rR08O/wBms5GYI75Xdxjj2HH41i6leyXV2LOJR5StucIM/NyM/rinFK5D0Z3vg6aTTtNafYDG86xyKerD0z6etdF4olhk8G6tcQRJHK1s5jHGTHnB5HfPWuX0q4s7XSdl404QbpGWIfQDntyat+LZbOTwbLDYtqZMkWCl0uxVJI3fL+vHFefZutfoZq55Pbu0YjZP4QckVbh33Dm5uZSwRcLuOTgcAU6G15QEjyxz165711Hh7QLe6eK41TzYbF1/dbF3bufvMP7td1WpGMbsrYyI9Jv7qNZhbSFHAKE8ZXtj1HvRXpL6naWJWOHVZbWNlDLCX27RjHv6UVxfWZfyv7mHMzw6wgeO/kspdweNio+orrLeS6js44raaQ+VE0km4Y2EnhRn19K5O+li/t1poZH2ykMSF2kE16Z4entr3w9qumn7Omo3UaNDK+Cjhf7rH7jeorvqN2ujXeI261DU10iz1Rmt5ZBK0cyiLY0Z4G1j05GCBVGWdbzyw7AlbYy7Q3C7jjj0PH0q3fmO4RkMQ3zSbxFFkruAAGPU4rnDlNTmi2MHaMLJ6q2c9O3biso8zdyIJp6msb+185I/sy5hVYxIjEMwHcnPGDjp14o13UIbvS5I5GlkmMiEFmyoGf8A6/r2rGkmtxLEoBZdrHJIG4VFc3EckMUEUvyhlPlk859T7Y4ojzPcd2accz3CS2awoxeJ0DseMsvYnjsaj0hIx4c/1shDNlc5CjsTj19Kzri/QLfwsrMVfjBwTlcDP/1qXTbySG1jikYtHk4RUyAT1P0pzi+XQdtDdF2mC4iEcEYH7sZIYj+fFa3g52m1GxUjDiQ4GDwOw+v+NcrDdqHCmKYoJA2EGT/9avRvhTp63mp/a2VykAO3f3JJrGEe4rNOx6JLpyy+IApHG0Mx/DmulSJEjKAcduKrrAq3LzuQDtCgmphcxDIU7j7UnOMd2bWfQmCqoximldw56VWe8YAlVHHrVd9RdhgBR61l9Zg9hqEixJaxt8zLz6iqNxA+PkIOOxNQzai2CCTj8qy2u5GnZ/MdosAjB4FXGrfVIq3ctypIsRMnBPWsPUXUx7NuffGetakl5cBMGXzV7bhziqziFiWKBH6ZFaxqXJcTyLxRaRW2sQgQjynyH2HgDrnFTsf7K0G8vVC+a0ZRCGwVJ4BFd7qdrE4bZAHbBVkYZ4I5rhdW059kNqT8iupbB67ecUVGpqxjONtSHTII7OzjW6UbNgDAcbUGePrnJ+uKt+H2tbhhem9S2ljMjo8qbmcbt20L6nnrxVWRzc3qwodsUQDTEpjJzwoyeT71m3zyxWt0UYxM8oyhXB+bBJ9uKmKlK9yUIl3LLd3Wozs0r3Mo3dBuXcMbvQ4xnFSmUSyXEEKMPOdYgHflQByR6DHH41SKCL7Ojuc7iSWPbHAx/WrGnwS+RcX4cbfMeJJScqTjnHvW3SxaZcsYgxabyyI2YxjI25jxjB9cc/gK3NAiik8QSHYkcayRxmNOOFGWHt3qXTltovDeZZEadyS5bldoGMfU1W0e7t1j1vUnKwt9mnkSPIGHf92OfoSaxu5O3YFqyLUZV1K9dg7GN5DO6xD1JIznoOTWBHcxzXcs628fksdqPICxbnHTtzmrE0clvpe5ZAweMM7KckA4GB37j86fbQyYiLxsF3A+YeDjrk//AF6uKaQt2yS7dxeRxpbw/KVLgrnJPb2qw0kSOluiqIVADPEMbj/hmqkrCe/d4XG53wM8MAOM/wBalxLGhcjajMQQy4J45OPelO/KkJ32KWvBNPvNN1SzJSRWCuc5AYHcp9juB/Sti+unW9nkgBW3uEE+OgAKmQc9iD8o981m6mFudLmtmh3tLGCmxcZIO4HPrnjHvUmmztf+H4LhASYd0cgXrtb5hx35L1rBt09d0JqzJrvUZLjTZ/kSMiD94VH32AwSff19an0mYR6VZwOxCszHH/fPb14pmrTrLo1y7RgeXGQMDByT3H+fWrdgDBo1k5jAGxnWQDLLubH4c9651rSYrIuSXsLGSJGIk2kM7t398dOlEKRvCtztkeMnMm3KhWzyM9SD/PmqqGOO78mIKixhjIZUyAwJzg/xD61psZXtyLNgVYoxjD7WA65UeueorhdnKxDS6Gb4nhtbjw5dytKsjiNwHwMq4P3GHocZ/D3ryqMZcjpypr2E6c2o2MscZhIkikiJPQseAQPWvH4wVuD7r/WvVw0o8lkWnodt4aR11yBk2NIIpGVWBxkLWF4ntvK1WDYwcNbo3B6E9vwNbugTXVvreny2ozJIGjUAA9R71k+Jh5esLIeV8pccY5JNLV1reQktSxtWfWLBFDyK0Sx4AwTzg1ZhjVbG5AQbkJHSseK7f7XBJyCsJI9iSSK0rG48+2nBZVLrubryxzVWs0hNalDw9brJ4x8s54kYjHqMntW5q1tInxD1xbiQb1gYsVPGTED/AFrH8NNu8X+YX2ZcgsOgz3qe8kkj8ReIZSMMvmZ2nPHA6mqi/wB40NMoysU0i0Q4A2A8fSsyRPLuY1GCoQdBjJrW1ceWURRhVPAIx2FYssub14xyUwP0FXbQTHSxmSSGEfxsM59M/wD662S7eXI+Cobgfh/nFZsaBrlGJOIkJOO/P/666S+t4k0y2lRsN0cdegzn8zU3u7D6HOyBdyRuWBCkjiqsSk3KIAS3BANaV2TPMhZuQmOe1Z9s2/VmI4G4CtbaAS6jH5urbC21UQD9KvaUiDWIgWBQYLZXPaoNaTbrCt/ejB4q3oYH9pOvlFuAd3pxSaBtWItXgM2t3skSIArY2L7AA8fhWRKpbVX2qABIeF5AAOK152LandPnBMp5HGOar6VMs98XTYkhckqBhXGeo9D7d6hPcejEctJqk4XkkBFxXZR7v+EWijgYxyieMArwc5IrkrPFxrUrDosjscD09q61F36PYl0LK10hYZxnGf8AGsar1RrSVrmZNayLq18iAGcyOeehIHT8SKyryOKHxBGbbASUJKVTjaxzn9a6S7323iczkfJFchsKfvDdx+maqeJLVYPE8MbRpHILWMvtcNk5PPHsBQr+08jJt3OhtLpXsVstpaZo1bB6HLEc547Vzup6odTlFhFKVt4PnPcNJnoD6cVn6te3EWqGOCVhI9ukJIPYjJH15psSLpUE7yKW2HJU/TioVFKo5sSjqN1WaOK3SyAUnkgEcjPU5/lXU6vrRsrC0s7XPmvBG0gB+WNscn8euK4vT0N3f+dL95hyMZAz/wDWpZJZ7i5MMYLMGPyjJAA7mrq0FNpy2QJXKl0ZZrhnkdpWPJc96K7OTStM0ny7a5CXM/lq7u7FSCQOMAGio9qlsXY4S8sLwwW979mcQb/LEnBGcZxxVvTVEV0fs2qNaXQG8RuvBOO3UdanvtAmiicpDKSI/MiKENuOAxBxz90jPpWbDY3GqWBEKq5ibLAJluffHFdKakrsrZm1Ob/zJ4LuxSeU/vC1vIY2bP8AHj7pP4UaQ8R+2XAhEUcY5jkGOQOScVRtbq806xeBoHCM+d3DMmPT0z7fmam05j/Z17NKTtlBzvPUZx3odraGiJ9PlgvopmmijcbMoqjGwccL6Zyfyq5qcdy2maduSEW0cx+ZIgrbmwMMe5+X+dJbabolzYxpBJi6CbjsfGMY65OB37Z681Z1ey1G1niSa+W7tjclRkAshB7MOo61kmuaxnKSsYbhXvL9XBDEqqE9M4zn8RVrT/OKGOIYO3DAjA2985qrcq1rrl88qIyAoRHuByCAB3rZW5hu4BZyZLgkCNz9xWP3ct6du9FSTRDdkXdNYWd0Jni24CP0JBi7/jmvY/hvaRWPhaOQL++nd2Y47Z4xXjFtp8KWSzwiS3mhWQswYldoOMBTkZPfFexeBrgS6Fbxq2QqjJHrzmuSpVcYtoul70tTqZVaZsljg8ClGIEwtOlO3AXpwBUbt8hJIwK8itVc5nZFaEUhyC2earM3y/4VJM+BnqKpO7TSbVBUD1PBrpoxSE2ROVLMSM596giQwxv5XMbHlT79abNaSCYyM+Fx9AKaj4kwrghhjFehG1rogc0gkJjHGTgE9qTDbGDDcoxuod8gFRu4yCB1oUMeR1HUZqXdO6AjvIYVcTSSlEYhc59elUtT0mOW3bauZCOCOpPY5qZxhTC5LREfMrfXNWpW+zwrlSYT8uB1WnzK5LV9Dzy5txp87qVKzFXEjKMFsjH9B+ZrE8S3EV3qrzRw7YnWDauCMN5QU59RlTXqOo6Pb6iinJJ52t/9euB1HRrmHWYEmYRvHIhWRj8u0Hgg47VcW07mEoNHPaqgiuYLVmUyWsLGR+xLEf8AoOcYqW3zPYRJBuMLXJJjYH72ME49OKz76b7Rql7cxEsZAqoHOGfceSeMHJya2EXZdRIh2R2yjLSZG+TPJ9ua3WkRdDZtY1Gnl5Ay28bNISeOg7j19BTTpaWnw/gkncBr65VnOcsY05x+JI/Krd/dT3NilpEwaO4nVHViMkgZJ/z7UeJ47ZbbTbObzFjsYVG1stlidwOBz3B4/GsUndlxRzcitezzStuFtE2yNQRyoOc+/J/QUv2eYSylgQNowC+AQeMZNdBoxhUnKI6SRsNxUcnAGcHvgH16Viz27GZjJG7ZI/eSMACevAP1qua+iFsFnahLy3jaQEhC+yMFyR9eg/I1OZBLBE8e5JI2Pr8uTxWfaPMuqyh9jfugPlI4OfUfypXE0Cs+GRD8rEg+5Jokm3YnYsRzvdNIo2/KVYZ/hboD9f8A63pWd4XmW21S904ZKli0K57g7l/Ht+NaWn29q89rbXbFTKwd3Jxjnpx9KytcaCw1XTtSsB5ZbIPP8SscH8R/KtYaaCaNnxFdA6NPHygBRQHAz1GefWtK3VjodrE8bASWrx4yTwXz+PSuf8X3EElvAbZX2S7ZW3SZ3HHXHb71dN4efGjWJnlk8sIfLZUDMrHPyjPY1hJNUmvMnluSRwRNNHDC6B3wWeQ5WNff2PFWLe/kSK1BWV3tzv3YGM4IJx9SMc/w0+2gDuN371SpABjPB/z68VSvbhLS5nMmyNgpCkg7SuME+4rlpwV1cqMDZtDY3Uotbcv9rQF2Uryflxx6npXiE6CHUjGSyhXZDkcjmvYNJnh8rUtQQvvESwKwGD5kjcBfTjn2ryDUSp1CR88mZiefc130IctwaOl02/S11DS3jDThZATG/wAobnhSRz3pvi2KYa5H5o+WdMxdgVzj5c9hyPwrNhbMNm653LKBx1q/4gUReKHZ8ny4N5yTwccf/qqr2rL0JvqQaeIpPEiRzIDDxEB7bcZqxb26wXl3EjbkjZlB+hqPQ4Y5tYuPtGSG3bMcHccYAq2bc22tXtuCWUMwBP3ume1S2vaNPsJrUr+FUb+3ZyiBmEbcHpyCKz3kka512VgwLbgc9uRWz4YMNpq+oyyuwjjhDcKWLfMOABz61kiQS2euvHkKzA4frgyDAPvTg5e1d9rIS3E1SRpRCWO5mAJJ9axR8+pzbRnLVr3ZH2i2GRjAPWsSXLPIFAHzkjHU1utikdJpNmbm7igA5dwCevH+RWp4jeJdRFnb/wCqt0CcDqTyc/hin+ELeKBJLuUOBBEWznjJBP8AILWMZzeO1w2Q0sm4nv1NZx6sJFS9k2zSFfuqvXFZumFmuWIBLseAKn1ORkEqg4ywXFVLT5Y3PuP51s9UCWhva6pXWIcqVYwDgiruglreG6nwMuQoJrO1eXzr+EnB2wAVtW5jg0mBQ43MdxGDnGKym2rC8jGu1KTXLswUhmbP51R0opHMG3bjkdBj3rc8TCGO1S5iiyJEKsfc5rnbQkLKVyTtAA9TiqS0NGrHRWbF9HuLlFZpDKAHZQu5cGt22mc6HbLIkW0SoQcfNnBqlqu3TvDNlp6oY2CIkh/2mBY/lxViQ/ZrPTlfJUyITj0rGa1RpT2ZLrOoXM+k28QVPLkd5Q5UZx02j2A6VheJdRM2ttcFwziGMAgAEkoOoAAHX3rsNUa11DRLUQLHFLbEh5M/LtPO3HqDn8687dZZb6WaeMoASdrfTjrWkbNXJqolgjdS91M5MhOR7elaF/qVtD4Vkt/JLXF5MHadlwSoPQc9M1Ir/YrM3UtsJWnV0hjdCUAIxvJ/OsXxDdRkxRQkbIYY0HHcjJ/nSUXJmaL+kwqk8XmxgsY9www6Z711LaFY6dp6xxSLJPPKGkkVtrZB+506cH35rjdDkPmL14jAGfc1t69r1rIIRZ25S7Rmcvu+6cDgdu3WprKUpJInrc6LUrnSNL1a7ttQnZZlkxhish2gADnHt0orzoSPLl5WaSRjl3I3Envkmily01oXzM6WbxVY6hZNZGWwtrddro7QlZGIBXk5PUM2efTpWF4T1Cx0/U721uZYWtJlZA8gO3APDDGCD+VbyWdlZOZGtoCVY7A0QZTx0INYMllbxeKLSMwRTQzsjvHnCnccFcdulTTcJ3j3G+xvaZdafHdhpJ4ZIY3BVkYE43dR61VtdF+3Wt5LIyeRM7PuMoQ43cdR1zg4qxeaJYodUK6fHDHEx8nzCcRgcdjycir+jeHn8SaaIY2RDEFkZ3x8o6Z/WppWim4sIWSdzKl+Hd6mo21hcE29xdsGtWHMEyEcsG/vDutWNS8Ja34W1CG3v5jc2plAjkVCAce5Hf8AXB9K746RZ6hpkOk6j9qn1GHICLNiW3ZTw/P4YP0rjtR1/VL65h0PVJXmn0+4YGY9JOOp9x0x7mnGsptx6olyucjeDOq3ZQAFiRlvY/8A1qWAx36Rx3Kjy3O15CMn6n+lK1u82sranAcykgk44JrrbLQ0ukliuLRkWIgeYWwpUg8478j8K06ajjqjGt9MRELaffyhRxjzQwb/AIAeR616v8MJZv7PdJip2s2CFxuORzj8TXlK6NaXt/FFJFvup2jKmN9hAI6fpmvQPhlKIYHjaVysUpADHOckj+Yrlxf8F6m1O3MrHq0pG9P1FVpyYwVHKsOlNnuQWyOmARTZnDIoz0OM14bXvaHUtivJJmP5T271HCSJDk59qR1+c4P4U63BxkZzXU52VxC3ZXyMsCwxjFYxurW3yFicPx8x7VrSyZEkcgBUHqDWTqGloGEwlCxsRx+ldtB3iSyMz7YWMKHEYBAH16VJbO80RwrrggAEY5NZrahHC6wQ5CqeT6mtayaSa0mlYliMbRWrQrENwELKnO49Tmp4H3ERyEMhGeapTu0LwNJGAP7w4HPSrhVkCP1QdhWdncSJ2ia2USw5ZScFeo5qrqen22o2wimG1W5Rv7p9j/SpbWZiNkn3T61YldPKYcMh7ehrRNWuJpHj+seH20/V4vMOBGwUEdGGckj3wT+dW9PtWkt5L9jvhF2Y9zqAzZB6j2GK9C1HT7fUrFoZwPWOTHKMO9cFf2txpPm20iKwxuRgcA9eQe1U53VkYSjyiWq2rzAuzLF5yAMp6Afe+vbp3FM1+6s9S8V3F2zl4UA8p0QqiL05PU5607wzYpNq7XNyCsOm2z3B3EhS2Mhs9+T+lY73STRyySE7WfdIUPLZ6Y7Djqau2o3KyLD3lxL99pJHk/jZAeOgI9Kr3cqkmPIVYWVT8gySDzg+tMgmd/PuQWGFKovTaB04/CmJAgsvMdnBbDA54Bz3P5UJWWhCdwtZV/ta+leQ42BQ+OhzkcVeYSatdW8U9x5lw03PmHHyk4GAO+fSorGSOeaeZoRIhbaSTncR646Yq6gt47yK9hVEjWQBSoOd2Qc/nUzqWlsTfUzjPMt0jTJu8lShdR6tyfr6VV1S1a90qaSNxmJUkjQYOQASea157V7qKWezdo5FbcYZOSDnse45PWi1hSOMW88ZIJLAFOoAAABHbGaI1E/eHdPQwZrxLnwjHwplikRFfHIUnOP0rqtOWY6bpy7ZGj8sAFT0xz+fNcKIVD3thbuWVZW2ZOOFJxXommTPHaJEquyrEq8H2BP0qsRbk16kSdjd09lErQtIVeOMnevGVzzwOcgHv6e1czd3kd88loYZLld75mL4Cg54Ufh+fNad7dRQ7Ut5HO91zLAMsmVOSPfGR6VkSaG9jON9xKDKnmoqvgbcZ3eh6foaxop21KhK50MuiL4Z0G3tZrhCk1wsodIiVIMZxkdgCQd1eM6gT9r5z8zbvfqa9wm1Fz4RtlDs88kbxp5RGYzGnv1BHXuQa8S1NA08TIOqBuv+0a9GK10G3fQngbdp4/2XBq94idv7V1CRpEc7I4gyHIPArPtQTZzr3UgnH1qvPIBaoAD885PPtU8nvXJsb+m309tcXc0MMMm6PnecBMNwR78CrMDyyapIJihlcKx2AgcrnismMgWcJLYiklG7A6leQP1rd1S4ht/E6hIvKVreEEZ+8doBI9Kxk+We2rDYXQIs+KpoyAW8neAenB6A9RWJpxL2Opvt4a4jBJJ5zJ0/KtXSLtG8Xbo22KbaVS30Un+lY+lsR4duPlG2W6iAPqQc8U4Jqo2+yJSaZLrjouoQbBtG0ZHrzWLHGbi8CADkkfTmtnxGAt1ZkEjfb7z9c1S0qEyztKzdgD9ScfyzW2ijcs3rm4az8M3REpTzmCogPXJ/wrJgJjEUeOR/hUniCUG4tbUEFUG4/wCfpUlkiNfJvj8xQoOO1TH4RMwdUO5tuCSZCc1Db52Fe+RV/VlVIYcYO5ycH6//AFqqRY+XHdhWnQb2Ni4iM17bLtzvjCn3roiqBobVx5KRKApUZ5x39qg0qwFzq0TMhKxxAj69abM8k+pSsiOyp8pZVJGc1ne7NOVKFzJ13WIr3Tnslt3iaKUEOWGD2I/rWXYEfakUsMGRA30NRzRSPbyTqjmPfgv6HPSrvh6zF6944DEW0DT8DOcVpayI1N7UZjqV1czs4aMTtsHbjA4rT1eOQnTYY+pZfw96xtPieW1SMD+IuW9RwK6XWXih1LTYXA3kqxOeg5rnf8RG9LSLZj6neDUb57KFR5O7eQ3Ck45/r+dQzWsTXFraJI6wEjKsxyueOPT6UsEKW4aaQgNnAyOSM8Vn2Vw1xeSThixBYg+oA4FNX+4yepBZahqdtcLZafcuwkfasRXIPPpVrxALuGyZtQtLGRmZVaSD5WB7Z/Kun8PadH4a0xdVvYyb6dgFilGCseN2AT3OOT26VxfifUpdQYNvHlvIX2/7XvVxqSnJcuiIE0KVXucpF5YChSN2c1sz+HNJkWOaLxNBG9ydzJcQMHUZ6nbkfh6Vi6NGscrBehUE103ha90C302/e+t1mmZ9qxbQ0kxIwFjz0+bP0FVUk46pXGkmzYtLTRbW2SOK3srpNoPmPcKrZwN2c/7WT9CKK4u50y+vbmSaHT0iTO3y4zhUI4IGTRWPs29bi903Zr7z52jV9pZ2lMapkHjsT9BXO65CVuLSZH8qdXwxZcc9eR26VqWxkXVlWW4FuEf96SA5GO4HTnr1qpqtwNU0jZE+SJN6KRg88dee2O5rnpQcZJkK90a0etFNDuJN0LyzREKdgYN1BGCOOvFXvC179ls0YSNHINgU8cj3z1/xxXHzLHYaU0TNumwNvPUHtXRaGtxLE8cSmUJAztDxtx3O08HHA5IPPFayham+xraydz0fTLi3jvTK7l5Y3Km5DfvVY8nf1yDyO/WuS8XRga1ZPFY/ZGcy+Z02yNkHIOeSQRmsu1uEnt1P2d2yxEgR9uzPOcH07fNj2qDUNSe9udNTiOCPzPLY85ORuJPc/kPzrCnS/eOSIM/xF5llrllvmNwd6qJXUI+3aPlYD+70B9BXciS5edIY42MLRgeaH+UlM9zxjJ+lcl4xiiTJ8/7RJHMFkl28sSDyD3HINW9K1htDk2mL7ZZLEAu7B2g4ztBIzjnFdTi5RL5dB99s0TXVuZkdpIraRwsnTp8vt1P6U3whqYsE0x2fLvcOHX1XC4OB05NZviO9j1qe1kieAWqqI1lLBFKk55BPGB1A5qlZPbwylpLiAJAjDcsgbOWJ7fRaJUuaDixq61PpK1QbVViCB6dwajuUaAlj/q1OcjtWT4Q1lNY0G0uVYFkHlyY6ZH+PFdYqrIvzLkHtXzVW9OVn0O5NONzAklAkGDz1yOhqSCZYQjMchj0PbNXrvS4xLG0ZwDnIqnLtTKsAT9KideK92Q4q+qM/Vh9m1JJVb5HO2QdsGks5oZlW1usJ5g/dluPn7r9aTW40uoLaRWVssYZUJwRxkEe9Y9iJLq3urJ5Q08colgkx0PbPvng16uFqRlBWM5LUtyaDEs8UjTAxucjHrnFNub9rG8e324RTtGOcgVKusW9ooW8zFbz/ADxttz5UnRkPp0z+NWNU01NRiF5bsGY9cHviuq4epVvLu01O3WPdtwwbjtirdkf9GVg4dHyCe/1rBi06ZJVZ0wCvUnNEmqG2uj5WGiBCAZ7D/wCvVITXY3548lijFRgYH0qDMp37yOW6AdqjtNQjEbzXHyISAM+pqx9otbuOTypNwx27VlNIVhYi6DYU68iqOpafbXtrJFOvyD5gVGSh9auB32kH5sH5T1wKrvIRvYH5RycEHiqSsiWrnJXULaN4bv7TYr3F1JGASMrJGpyR/TFcrPZm5tTdQw8F8SoOAnoAPwFd5PaRXdnIiymSBGyMHBjJrmRaw2MU0LSyEh96gcgnGAc+1VdpXOeqmrWMy6thBbgCQswwMqAclsjjPp/SrWVWF2GTEykPhunbp07dar/ZWlmVvNjGz5irEhhjcBgdMc5oFtJ9hnjTZyjIQJAAM4OecVW7QooTw9JbiC8eNtgVht805yemKuxyCO5+zmERqgUFhzgk/NkViWVlK0MVvDsKmfdITIuDgZ45q88c8f2mRJQw/dj6ZYEH3FKrTtdxE4voJbyPBrkcHleYJJNgAJBIbjv+FX1mmgtrgPIWDFY+QPl6kA59sdPSqt4BdPbagIwqEvuO7a2VYdPbJpt3IZ4pF2LG/DBGbIOBgE+3zVKfNHUSehz19D9g1C0u1G1Z0y2GLfNnJ5P1r0GFLdbZHt583EqKqr1HI6n8q4XxMyJa20SMgaNtxUcY7dO1XLC4urvS444boWwX5JJtmX2noo9M1s/epLm6AnpqdDq9/baarRS3UTeYczxscu2R0Xb2Bx6VRM+oaskS2sBs4EHlia6OSqZPbr61JZaRbWExEaLJcxP/AK9zksfUE9MDtXR2doP7PuLqeNDCpZQ7NtO4qzc+3H8q5pTjF2huS/IsRaJH/wAI3pKurzG2d5XuA2Cm5tvmD3wnFeR6tAfscE4YHJKEjjBABH869XuLlLLTYmiLxvLaLhniwikpzn3O7j868l1JHKKxJ2MgA+oUZ4/4EK76MnJ69Ck7jNMxiVMkhozwfWq92pAt1PTaT+OasaUuZF/2gy/yqK6AeYhmA8tSAPpW3Uo6Ow0s3WgW0gkRfLkY+pbgdR26da072CGTxHA8kcau1qNwYZ+4SPXjIwayreS4trXTSm0CdycjgkKec+o5rotYgih1zThHtDPA6svfIbv+GK4pX9rr5k37nJ3syW3iJJchAQ65QYHIYVn2kxj0awh3fM9yzn2IAx/M1a8SqgnG7IbLYwfof61mQSqDYKynhXbBGOSQB/KuqK0Ga3iZWW7s894Bj6VLoMCrCrOOpLtx2x/gD+dVtYJub6AANgLjGegq8UlGlXAR/L8uJmyB6DAH4ion0iMxLqU3GpeaQfmJI/CtK0YrvfcQAACQOlZeju4ul2tk7cHdzWrI2IpSD19OO5q7ENGdrCK0AaKTeiEfMOO5FUYCBsYn+KtGWMyaHdkISIlQ89sygf1rLhOUyF5HQVXQpbHqWhwtFZtMqMZghxt657D61l2+nvpEBm1K4HnsWc20bdzzhj64pItdGlaKiQtKZJEwxYbefb/CsGK8kvts8xy7K/A6CseV7m7nFRMzVNQN20aIiQwKTsjQYC/49asaTczWGj3skUhjNwVhJHXGcmsq54kjXFabxl9OsoF+9IWkwe/IUfzrZ7JGF2za0mR5PKWNzGhYI4HVuc4rb8U2nmazCJC21IV+7wOTWHovy+ILTTk+UI26QdeQMVveNrzydVKKMuURAPXiuWX8WyOlL93oYl2yz6VcXPmMoikCJgZBbnPPtkVW0u3FncRITuYZZcn73BqFNTnmhFpsjFuGLhGjDAPnJbJ71rafeRLbyi6jjeBCS7nquTjPtz3FbctkzOyKWqXuoXc9xLdyu7x5TzC3CoOige/X1rn722ZI45Xkjdnk2/IegArstT0eRkF2jCWJcEP746n3x3GfwrlLqGJJVEjMGdj93vVRtbQThYuaUhjuCcA/KCB14+lNvhPaamxCxw3Eo3BYTjyd3UdODz17VdsEK34MKEiONWTceuP/AK9VJ1vbrUri5nQzXdxLkn7vzH19PpRIhG/ZRyy2qf6TZx7Bs2zMc8fQdKKw5IrxZCJLy1t2/wCeY5x9eOtFRYfLEgv9YsJQsaAFI02JsjII9ST3yMVTGpbpNsb3AUjanbZj059q62+n8Mw6gzeVaqrKUfySAIzk4ZV6EYODmqD3GlITbwTp5THeJ9hZ3UDAUgcLznnr71mpK+kRR3K91Kl0tulxkSMm7nAIY85/EVspb65BaW1zpKRSRxr8zl9rRknBOM9DxnrWNNEXlMiJvLIW55K//qFacN42meH48KZnnkJkYAk4HQcfnitWvdZu0upDc2viLUJ2QzxRzMu0iNABwPmJY+w9apxQahFqEcd7etOPmVeeAeAcDj2/L2robO+kMsqraOGZA8UsqZWT39qqatqF3qWupcTxfZ3CyALsVGU7gTkDnOTnmpV0ZTiktDP1TwybKweSPU3muNwOx4yjDI6Nk46dP/r1dsPCumw29jc6zcynT7lC84ilTzI9vQAH88Vc1PR79NMjuZ76WRWicsWJ+cDnBYY5zg596yNJ8EDUdFk1WaG9lgIZgwcBchc8k9e1NSja9x6tFCbT9Jtp7h7XUkFoWAVpGDEjtvUDr+H0qgkmiQ7hJO8mM4SCIsM+vzEcH8T71tQ6DanwxLebUM/2jYlqGOSiruaRhnp1Ga1dN8ONF8Pb/WlMSwqEiKvCCzsT2PUYBFVFonU634S3626TWRcCKY7o89mHQflXsyqpQbcYIyK+Z9KuW0/RBP5jK4lBBjxu+nPFe6+FPEH9pWv2S4ZftkAXzAvuM/j1rxM0ouP7xG1Kd1ynQS4ePnqORWNcxq8hHPtWxNAWyyMRkdKzZYWLZH3h1FfN4iTklpsdtGxi3Fs5Viow2ODjNcnrUttpOsRX8U7QSXCdCCUYj7yMOx7g16GqZPIC/hWRrugx6hbSbVTzeoDjILdjTwWYOhNRnszSdNPYw90XifRJ44l8q+B8xoW+8kgH6hh371HoGpXNxpT/AGf5LuFTC8ZHBZRlSR7gEfhWLbzXVvqJS5X7PfwNuUpxx7eoPpW2jpDqX9rwqRDONt7Go+63UOB9a+rjUUldHI1bRljRNZi8QWk0V0VjuIhuAB42mnLoKTl0Rkcq24DvtrmtQVfD3jKC8yDYXZzlOVKP94Z+v86e17faD4kYG5crby9C3BQ8/wAjWgG7f2rqEtkQjjOAvvT4bS4trZtqsXbAweKhutdfSL+USIZnaQTJI2CDG/PH0qXWNWlVoL23Ia2ljwCBz15/EVVkGuxcmwHWNXAn6lc8kVlSqyuEfhGyOeBUN6z6hYre2khE8YLxOvUgY4qhaeJ4bmXytSWOEj5dwJ+Y1Ki+gmXLmZLa0uH+YxmIhsd+w5rmUuBqcQDxj7SBk/7XrW/rV39jt1ZZlQMPlDAYf/8AVXLxTR2lyjXgMSuQI51Hy7j2YdAa0itCJK+jM2WGW1uZiq7S5AyTjC5/+vita8jkW2mwjxrMpVG2cN0z36e9S6gLfVXlhtpYnuIowzbSDu9MGsfUrmZdPaG7tpolaRT5kB8wPjk59B2rRR5noZKNtCXSbS3TzVY5VSwGPmyCcHvVuC9eWe7jlHmL8mSB1U8Dj2xVC21OK3jEsfl7iwdoo8l25yRg4NMButSe6kjkSxt5yN6Kcsy8nHtRODbIsx15d2tqyq8g+0kECK3GWDE/XpgDimSf2rdyI8sRt13CNhtAlIPbjB7f/rqfS7FLWaOCK1/0syYRm6vkdSfSknS5/thPKm8yZIzIzqPlT0IHtyc+9JNRdhSSRl39pHALeOOyCxCdY5pG5YsQSAzDpxngcdKk8NmSG6fT2CrKrbCW/hxyD9cVt+IYrcaDpHkMMLdKGwcEkhtzfUnBOfaszWmksfF9rdpgrJDGfkGPuqP/AKxrWL54NMk7XQtkVhLPdoNrZIGSW64wF9Tiq+qXV7KosZ7cW6BVTZIMsB2Zh6ngVo2rTx23mRuN2NxjyGQjHDY/vc544rPsf3kl7JKhIl4iycldnf8AOuFW9oriZu3+JLq9dJSVtIiAh6eYseBn8Mcd68g1NB9nQJ95F3YHTkKP6V6pratDLqa20ewyhjIUP3WC8c9ATjAryvUQI9PRzzllVR6fKDXbR+KTXcq2hm6S+ZlzLsUNnOPUU+82R3c6xvuQnIJXmqlm4EvvkHNWbtMXirjqR/Ot9ncZ3+n2sc+j6XDLtDqfOgYrzuLMCM+mB39qi1pidZsJQGG/zOGBBBwDg1StZnNzpCrHJGYh94qQHycgj1HvWv4n1U3s2kgWE0IjlYiWWMBpMjoefauVpc6uK3c4vxQpEqnqQT/IVkSO0s1s2SQiqPzJrf8AE6HeGK4y39K5qOUrMqA8Bh+ddMNgR0koEmpR9cRw7jz1Patt4ZpNF1GOKTyvLtGeVcf6xc9PbkZ/CsW2AlunfnBKp+AHP61sRRy3mn+KJFgDpa2satJnlTuJx+tZPWVwZymhjFyzkdMcitJzA2lZAcSbiMlsg8iqGljbHM/Gcn+VWzn7FGB/ExJH61ot9RMptJcLpd1Ehj8l0wy4+ZgHU9fXNUolQQFkyOQCCankfy7S5BIGVYL+lQWZ3RBByzSim9gexoahMqWdqjlj95jjt2HepdNIEUfPSNz09jUOqxJsiVwc7Oop9kdkAyedhA/Gk9hdDIuSHkQDdv8AQ10N7bC3kt1U5ARFQ9xxn+tYsUDT6kHABVHUficcf59K057s3+uttOY4n2j0z0/pT3LWiubvhm0U+KY5COg2/kOTTvE4Nx4puJAd0SEDPYHHFW/DdvFc68FlG7CEgHsap3FgbbUb63iOYEckjPf/ABFYQ1q3OiP8MzIEmgIhllEdo84lcFQdoHBP0x2qnrFnPpty1rMzNaELIs0J4mUnOVP07Va1aR305gzAudsf/Ae/9K0PC3k6ramC9g+0aXp0izYL4YDPKj/Ct5OyuzNroO8NF4NHuJZbrMZPyW2Q2RnPIzkZqrf6THNbNNIgttgBijcgN65x6VtWWnwXtzcS2ljGTDI00cexcKuT971wO1cp4qv4Z9Rgis7eGD7PH5cjRRhDI2eS2ODUwd2CempoaQM3LKJUDog+9nqO/ArXupYdXszFN+4vMfJMq5BPr79Otc5oYY3TkHJbbyTj8/aty6065SMuhG5Tu2RnoP7y+n0oluKnqmZP9mwW5Md9O8Emcr5ds8qyL2fcoPXn34orZs9buIbcJ5Ltg9Q+P0oqi7RMnSPDmkB4xdxfaGYvvYzMoUY+XgA85rYi0LS9HsJQT9q1I7Y4mgb92oYAtu9cZP4iuNjghEPySTxtIeit6da1LaC/tiA97cKhYeYuMnbjJBx+Gaxn732mjOw/Bh1OJCAgAZSuMbRzjGfrXS6Ebm4lie1u4rPywZIHkIIyu0HI6Z6kCuVjkmkvN0x8yRULOwxgcdq29E1a+sdMbUYNG+0W8LrCJUdWILAgcHPPXt2pzTcdDSTVjuJWWze4u9YazESK0eLeH946EbRJgH5l9QORXnC3Yu9faWctcRjglvlaRR6+5H86u6x4rtNTuI7q/sry2mUiON5B+7TBGcDgEgis5Ly01Fo47W6R0WI75DHtKsSMs3txUUoTS9/UxknY71J7u5jmL5WN4niNoSGMMZzgbjnHQZqz4WmEvwXvyrgTW8UylCMgk4G7Pr2rCm1G30/RIZLSa2vnAeKe3s5SwKsmA/rgVz+l65ew+GbrSVESwTTr5g24frzt7n6URi+Vpo0jsXLy9gtdDMEUaiTyhBGzpk7mI3Mx9h8oHYE1Vutburzw1aaOX22qzGby17sTjJNVtSt0ttNs7vzAXubiRmy+dqqOAR65NZilYvsMLJ+9eMOGGemTVRVkJ9TcnjhaOxt3ZI1muADubaAOOSfStG38ST6P4ulMTj98VDPANquFJG/A6k46j0rNkiQ39g8w3RI75RsqGBKjhscHBqe4uLdfGdxFbF/7Kt0eOB0ySUUZGCfdvxrOpHnunsRG99D6C0XWU1Oxhdyvmugb5ehHqPyq7PBvJeM7X/Q14t4a8RNDNCi7khY4hJPTngfSvWdP1aK9h+YhZl4Kg55r5XH4Z0n5HdT11Q6XIO1wQ3qKjy4HI3D+VaDhZFwSCfeqRXa2OBXiVIdzrhJMw9e0SPUoVniGLmPlWx1Hoa52J3iLY+WRMjaRwfUEV6AFyeOKwte0ouhu4FxIvMiqOWHqK7sux7oy9lN6fkTUgpbbnGXmp6Rd2zaLqcUtqjnMFznMcbn36jP5U7VtPnvNEjumQ/bbNfKue/mJj5ZBWB4ohkRiVG6OVSMp1U+47iuo8K35TQ7EXXz4jKZzuJXONp9a+ujblU0cut7FGB31zw2SFzqGmKMgHmSEn+hp3hu5S8il0O4OxZyXtpDwFfuv41c+wnTtUTVtDkSaJG2ywZ5UHgqQfUUzWdGCyR6hYK/2Z8Mox80Ten4VamO3QzLS5n0HVHgutwj5Vlxwp9f0ql4p0nyZVvYPmhk+bK84711slvH4mtCxVY9ThUeYhH+sX+8PWseBzpzNp9+heylbG5jyhx/KmpWdxNXOTsNZaNDa3sJu7KTiSID5k91Pam6pb3lpp/n6XdLf6Q+GeJ13MgHY9xVjX9Bk0e4EsfNu2DHIORVWNriCwF1YSDzN+Hixww7qfWtlZ6oza6EOiJ9ovY7rS5MSxMC0D8MvqPdT0re8XaLiOO/00yJHLy4Df6tv7pHpnoaxdL13TbbVYr6J3tbj7hhC7gxJ6D07169cW6JYbXjQxOMsGA4BrGpVlTqLTRkqPMjxERzwSSzz2tndkqC+8FXH096YmoNaQKY1ltwzlGWReB69OvWu+1zwuUt3n0+eRrSYbN0YDNtHJHsKyZtLms7OGaGAmEiUsSQdhPY+n/1q6oyUkTZozpp1TTYrmBo5SGOdkpDHhc/QcHFV7DULZJLpr5bpdyCENtLAYwQNy+2PwpItDhuwk8X7gkEh43CYPJ5BPXgY9qh0y91WAPDatb3CzA74pQFY5z1I4BIH8vWk0mKVnYdqVzBc2tsYXTEd4qbd4J4HX6Y/pWnr9g914dnvY1ZTZMkgbkGRSdp/L2qjrur6bd2djH/ZKafqdrIouJlwY3C9CGUdeRnPoKuWf9pajYXiQ66sdpPGY2gUCYEE9MZyuT6UNcsVch6s3NL1GxXw3aXMsim6fdCUJwoI53E9hjn61NoM8NzqcEFsWmjklVPOaPA25Bzn3zXFeHtSSysp1uLbzntH3KpXLA/dPXp0Ga7LSPEmmNq0F5eyGLDh5BIu1APbsB+tT7NKdw5epJqI1i6uNQlRLZbcCcrG2WklUg/N2xwcgVwmoW4m0ZWXc3lNuYD0KJg11l5qlxdG4lQDYUYE7yQFx6jOc/hXG6nmOztyMgkMODxwif41VBO7uLU58L5cozjGex960ZgHvrcjkn/9dZuD+8OOVPetSP5rm2Y9lP6Ct2I6fTpZH1TTQ8zzKsbMEbOFGOAP1q9r13bT22kvFMuZJnbYQQy4AH/1vrUFiIGvNHGMs0DB2A5645Pfjjt0qv45t7Ww1rS0tJGYNDlmZupyBn64H6VySjGdRXFJKRn+Jm3IowCeOn1Ncih2zhh3IJFdVroKxhcAg4xz7j/GuZt4TJcKoIO4gfTmumLtEFY6WxbyBG74+UZP862NBvpB4J8YSeSSLhowHCk7c8t+mKx9QZYrG4ZMkEYXd6YqXS7xovDGqWaKA1zOAXx1+QAAfjWavYqKuZ+k27vp88hHCgnB78Yx+tTSEpFAmc4BB49qlmC2ekfYoSdwIM7Z/jxwB9OtVZhiWJCx+4Tj8K1FUSWhlagNiiNAx3Nnn1wKdpUeZ0V8jD5OKdGdmqIWDMi8n2JrU0tEk1K4mgxJGGJUtwenpRLYX2RmuBRdiOJcgR5znrSxALYkADPljn8aj1MyGZ5EHHkEn1AyBV7R0UyxzyAeTFGGYN0JqJX5blQV2hxsVtZrWKZ8SuTcS47AAn/CsjR0LXRPQkZOa00uEv8AUrie5O2LyHAbpgdB/OqOitm4YkFfTI+lON7alVWr6HeeGbdU8Rs8cewCFQ2XLdaqvPH9tvJXX708pz684FanhWRJLx5EUgpGEOWB6HOPrWYsFm32uRbqSVlfcwMe3ALc4596wpP947nQlaCOW8QSxwkQd2yT656cfka6X4daMt4kjTSCO1DKW3NtBYdBn/PWub8Ux2/nWKx5eSRWeVm9zjb+Fb2mazFpHhieFmRjOSyoQMscYz7YxWtdtxSRhJalzVL630TVtQu7eUyRKzCEDnLlRgY78mvPrmIpcbWO5wMyNnq3enahq1xesNr/ACI5fd0wT/gBVa3RnfYqyO5GehJb3rSKsrk26GnpTny7kjsMD61o6br8+nmOG+3z2+MMQcOAT2P8qoaRBK0ckQjfzmbaqbSGLdhiun8PeE7LyP7S124JjSTa1ujdB/tH+gpTaS1CN0y/LZaTfFbm3lt7iN1BDng/iPWitGTWvAcUhiubWO4KHCN5Y+Vew49OaK4vbS/kZpzo8vhluoVkKHKniRguQD2+la1nPeeSIpJIpFkj/d4UAkD7ynjpiuj8OWGp3fhzWIrDR7a4+1xOPM80JJAF67VPXk9OtYmow3OkywwRXjzQmJXVCgDIeNysCAQ2TkeoINa+0TZipWZmXDv9rvmC7QkIwFBHamaRql3Z6Ws1vbfaFSU7gwYovHGcH1zye9dT4O0+LUNbZ5XYea5EjAgbVA7Z/lVPw4LvS7/V9BKlxc3XkSgKckA7h05GePWtXNaryuaPexz93q15cQQQ3Ef+jwgpDHt+6CST1960NMu4RdI02mosdvH+8jK4My5yd34ED8a6zVfC0FncLDf2jh7nKRNF0Rl565wc5Oe4qLy5ovEmkwz3CyRJEhTcFKpu2llx/vZ61jTxCbtFEtrY5qW98IzSSyvpNxbys29BFKY1jJxwAM8dOKw49V1G0kbyJztJ+4zBs8/TGa+kNU0TSXgvtRv0sr6K1lMzSw4jaMbQvljt05wTjNeDTWtg+t6j9jtpZ4JJy9vGvLrGT37EV0RndajTsVT4luZtn2q1gkMGSjRjyyuevC4H6fjU0d7Hql9b7bXyp4sh5OPmHQdh9a07zR7HUb27stL0+eC9QLGkLIFUbQS5JJ4P161m6ZYSWWoxLcRmOVo/Nb59wI9fQY9KG0Nv3WbNzdaUTHDcXLw3cRcqytwQx7jaecY5zV5Io5NPtlsIIXaMrHviYH5ACQWxkg5PJ+nFYEejDXPEws2dIjcyrEjsehx/9aquraAdInvtl0vlWswiBDfMxPPGOO361Dtt1HB2ReuW1qz1FzJoc++MZZYm3IB6jA6d66zwx4quokVhZXBYrgbhjH14+tcLHqOrQRTYv2by/LIhlxJu3dMZzyKs2+vamzKTBbvk7cKxjY8ZOADj9Kyr0I1Y2kilKzume+6T4lt7u2VmVo2HUHtWw0qToGUg+614boXimLK7o3C9+Blf5V6BY6oJEW4tpyVboV+6fb618nj8vlTlrsdtKopep16yYYjvTjMV64I9DWVBqP2hQJjhh0IWl+1FHKlgUPY14s6MoO6OlWZi+KvDsF/A8sI2gncQOqt6iuXsM6bbJaSKEZPvbTkNn+Ie3rXoZcEEqSVPUGsbW/D7x7HDAK4zHIB0J7fSvXy7HygvZz2/IyqU1cyEkuRi5spxFdqMBiMhx/dYdx6VrWHiG4ubco1hbrdIf3sasdsoHXaD0PtXPQTvbzG3uQA6gZGMDH+HP4U64jfetxAXE6tjHQvj+E/7Xv3r6BS5leLMGjpJDpDWx1ON57eSHnMa5ZfUf/WqC61OzuLBZtUtQ8XQyxLuPqCR7is/SdWW5mcbF+1MCJYtvy3KjqR6OB1HerdvZxW6mMv5mnXHyrz/AKvJ6fTP5GhVWnZktFBrjSr/AExfIeR9JmZkDSDmJwcDjqoPpXMNpcuham6SwSOm8GNwMgnPGKstnwp4iubO+zJpN6dsw7AHo4pusa3rvha4aw3217YNhoGuYt3ydRhgeRiuqm9bIhnL+PdCNhqTXlrEFtLpVkYIMCF+/Pvwa7PwF4pbXNAbTr2VpL60G3c3O+Psc1y+n+JEla707xHKZ9O1Nz5kpGDbSHgMo7KOKxLiz1DwH4nR1ZmjT5o5V+7cwn37nFauPtFyT3Wxls7o9qso2tmkWCQxK3JUnofbNc9rNxFFfXOl6vElvZ342xXdux8ot/CcHlWB6jpzxV3T9QN40Mjkssqho29QeR+lXLo2eq289jIiP5ZHmIw5Fc6k4PU2aueb31mtnbNbTxNcOrkNMRhR04LdOSfxqWx00Hy0vosRsQogX5E6jk9zW2+m3Mcb6b5ontVkDKof5lH8IPqPes29uHtlnebMRhkB+8xI9CM9xXUp80bGXs9TC8U2kT3CJDavGqyleBhdxGcDtx/nFdDpXh6wutPtpb218sQoFaSBvLkcn+LcD29653xDfyT6fAJHZnEpkZg/TgAcevWte3NxOsUMbhgIFZ0OcZI4xjiicXyJJkcutjEeKLTvFU9tFNJJbzggPIwZsN/eI4JBxzWtod7Jpt7B/aVhcTwRyhXkiUSg4I6D6cY96yvEdk9qLef5PMjO2R1PAzyPx610OnX8RuLKWNmjkZkmb/abI6enT9K0i3pcNroqPFod1HcPBKsEoyVWJjEzfVenT2rntQmdoYFdR1yPxVc/yrt/E9rp41W6t57dWu/NlK/Lhj8xwAR6VxbO09nar5gDlsY2g9hRSjyt3JaaMmNFkknDNjKnGO/GavwZjhjcHBCHkVRtB/pBzjqR+hqbzALGMM4BIIJra1yTsPDkc1xc6RMqcrE53Ffl4YjB9eQap+N0A8S2abcYt1LHOBlixHrjtTfD0k0t1DDZ6qtm6xEDzkVgSR0Ue/r61m+I0m/4SiWK4dZJIwvzROzI3y5LfMcjg8+lcqpNVea+gnBrU1bu2Y2t0ZkjeRIuD128Vy+jQGTUSFwSuTXXqVlt51fd88DYx9P/AK1c/wCHYeXmYDbx+OOa0lK0Hc0ktEW9ViaCzaCRcSCU+/G2q9vM9vZPn/Vqd6ccbsAHH4AVdvibsxIilmfOc0kumh7UW43NNOMIo+6nI+bHanHSN2EV2KQWAW67gzsW5JPc96fctHJcwKIwrKvUHqKuarpF3pfkRTopRnyJIzlenQ9x+NYcjb9YUHoqgY/OrjqZyT6jHl+z6lu4KMuW5zitHSNiW19KBwq/KfrWG6kmY44I4wOMj3rUsGePQbh+gJVfrTkroUnoP1GWOHMZZgJYFTA/i5BPP4VLAxFmDGflVlBBPXrWdq7hnh9lqyN62qqB8zsAMfQ0nskUnZF3T5Y1F1JNFHIjFVKEcEU7QALgzq0eWyQo+nAptpFjSDIQMSTY68jHrVvw/A63txGcgiQg+2CamWzsFtDd8Eq0NtfmTiTcwfIxz61maHqsz3U8MxR0IbO5eoHOK6PRUVdN1KTI3bnGfXiuMZfsGLgHAGN3fqef0rKlZykzrldRRf1C80gyNbXlt5Nx2PYg85U/41UvvB2o30CT2FxFcW4UYVGB2/Ug4J/EVzb211JdPLI55PEkvJYdiBWhZm70y4We2up4iBneGKD8q3s+hjo90OsPDMsF263SqyRDLI2VI/A4NT6Pf20fiB47xI5IJA0ec42HHBH0raj8TLejytUtvt6cFmhQKw5/I/pVS/0bTr2SddMvBJOuSbZ1xKpx+uP8mldv4hcqvoULOeWwuJ5432yxSZD+hHf6VTnvLi4jMksssiZ2jHQsecccVraOBFqkTTwicrNkw43b8Dpjoap6ndve6nJI1s1vFGSIYGXBQe4H8VDbRKMtrV8hiAAwyM4zj86Ksi5cE5YKSeRxn8eOtFac8+5NzoLGW0FyGttVjjQOX3oXwikAghRz1yv4VZ16/W6mmvLi6S+u5tojuYwPKlGOd2fmB4xiuZksLS5s4RFEIpt+1yrH5iTxhfbpUcOmzRS+VHI0+BuXjIb/AD6VwulBq5nyI3dDumiiwscXnSFsIz7APx71qaXeXXhjxTbSMtvdPOVmWQNuwzLjn3HTFZPh2GQOtwbQ3AHyyAdUz3x9akMrXh877M9tdW0vmqrg7SM8Y9Rx1qt22/Q0fc9BuLpPE99Pdt5gaKM7LEqDE8jYRjv6jnaR/OuP1bVrm78QQxzLKL22T7OCcDa2Rjp1A9TzV/T/ABXpMP2C90xZFu4W8q6tSpPmA9Sp6ev049K56K0lu7+S7SaFGuZ5Npd9pQ5659BkVhTg+bTRdjM73SLceMbwQys1roliuZg0nN1MeSSfcgn6VzUsyahrW4wP9lQNCjRExqx92Hbvj0rrdRvtP0nwHHoNtMnn7WN5LCu5evXI9eOfQ1xF1qcr3UNykhityq7WZcrtHBwOwrVRfM0dFNJbiX0lroUkgu7iTzNnyQkhmJ65JOcL0AHWmaHqf9pKAYkjyBmKRQY2+jdVb9KPiTcW16tlqFtEiNJAY5uPmDrgHce/UYNZ3hMiOMSsoIAGc9wK3UU46hN66GnKIdN1KG8IZRZSmaQMuZYyR8qkfxKWGMjsfas3VJZf+Eat0lysl/qMk0ikDqpHQ/XP516p45k0C88QaNCSY7u4t/tKNGBhc4A/PB46ELXk+taZC9quoabuEEOVurQOXNpIWIBAPRSBn+dRF824nqZ9tZyS3U1yjqFTqAeh6AH606+uW05orBlUoh88MoBdt67QpPsO1VYLx4re5t4Ldc3G3dJk4O07gwB6GoVLXJaWaR5JpnAR25OB79q2t1C5p+HYBeanaxXMvkQSS/vCX2/KB3b09q6rTtda1125trXbNYeY20oDtxnHT+Gua0+dEktxkq0ccmAqjqep5/KtLwrcMZ26b5MyEkdf85rGrSjVupbBdx1R6JBfLMN0MrZHOM8itCHVjgJdRLPGP+AsPxrzHS9ZZJi4JcCdyd/BCk5GK7ZJVmtknjON2ODXzeNwPspeR30Kymtdzo4rqFuYHfbxlW6itRdZBg8iePzIxxXFwytDPEZUZFY5Vj0Iq5ZaikzSDIbuR3FeZLDuLvE6W09yXWra1uVUxK6MOUY8lT/hWHFO6SPFLw4HKMcCQdiD/I9q3Mi4iJQ5CtyO9YeuQNaTCOZSMgMjDsPWu7BVpQ9yRnJJ7ENzCTKLmLcZB94J8rNjuvpIv61uaNrUd6ro+0ysu6WMDAmXvIg9R/EPxrDsbtJ1MLsM4yR0zjpj396hu7V4pmurdirA+ZmL7yMP419/Ud69WUVNaGDR2GsaNHrmiPbjEk8KloH7uncfWuH0crrulXHhfUCfttqGNi7jmRRyY/w/rXVaDr/mpukKRTJgybOFXPSRf9g9/wC6ayPH+hvHLF4p0pTFNEwaTaP9W45z9CKKNRxlyS+RLR5le2ptriSCZcEMVcMP51saFq9hqFgPC/iGYJak5sLt/wDl3Y/wMf7vvW54jtofE/h+HxRp6qJtojvIV6pIOCfpXm9wqzRkYOCOK9SNqsbS3RzSXKz1Xw99s0ewk0i4UzzWWWhZCDvjzwR7Vo6Xps+p3c2oyl7d2UAqTkn0ryTwrrj6B4iimnc+Uy+TNuJOFPcfSvb7e5VYk8tg20csOjA8g/kaxq03B9zWm7kP9nRpOPM/cXCfclUnn8Ki8QeHZdU06WWAL9vVduCuFlH09f8AH6Vq74b63eOZPMUNsY9CO4OayLuz1uzYzWeoPd2S43Wso+dfcMP61lGTTNJJnmniC08myeVYiNtyFkkyB820nAHpxUsUpi0yMorbpIQSittLDsw9cV0PimzTWtOMscirPv3MMYLMAeT78/r+dC2sTdaJax3KlTBCVQgAYBPr35FdampROf7RgaxfT3ljslHlouGUgZ8xv8RVrStRCafahgfN+0Kqc4wpzk/TNaWm3FndNFHsQ7FZZFwOcZ5A9PpWFYRCHWJLKXBMc37vccgEHI/StIvWxNXudj4oNxN4o1GWKPaYAH3n/aVW4/OuLRXZLBDw7TAgexArtfF/nxatujIKXFtGroo+YZjUbj64xmuIglRrq3KO3lJOu0sMkjAp9RSd0jPVTFqEi/3ZCPryRVyeVH0DYqKHV+SBVSUqbuVjJktKWAA6gtUyL/xLrhc9CGqiNjtPBljpmpWN7HdW0MjjcI0kTLIMZJB9cn8K5P7OJNevoIZmWCASMoDZB2gAcnmuq+H+I7m4WH72WKMTjqn+T+FYfhSE32r6tI6M7G3f7qg/MW/z0rO9rtly+FGhaDckJDY3If6/41n24Ww0dyQQThfzPP6CrOlOu23ErEDkVT1I77q3sujM+WH1PH6CiScrIOhbsGjCC4kXDMOP9lRW5okO9mvZeSMn5vTtWDdbY2KLkIpxx6Vqm+FpaJAwAOMsf5CnUWlkbU9NToJbq2nsJprxUdWQvtcdcHivKHYSazNsGAXwuBxiuqutZeSSOG3AVUiG8nuwPSuQj/5CqyAk+Y2/J96dJNGVaXM9CzLck6KsJwAkrHJ61M/7vw9s7yTDj2qi/NtKCM/veB7mta4QDSbMNxyWNaGT1M7Vhsa2bb95akuX22qDOCCGz9Aan1iHelg+flIJzUUtuLo28IJGSSTj8aQGpHEIPC+mzbxmeVztHUYI5P1zV3wxNI07zGRhJK7ZYDrnjFZ0kDLo1nyeMsfof/1Vf8MBRFEQejce3NRN2iU76HWWSCDw/fquACz/AJ9K5ie4tLXMk7kDgYC5J4rrbFkXR5Gb7rSEnP1ri/E86i6wApX7wx6dqzoK9zpm7RRlXWsxTOEtITkkgyPyTVRma4Us0hYowUgdOaXTLXfOpKgPNKFX/gRxTLBJl1KSFgW/eFGIHGc4rdaI55SbNxCIbZlQECePYFXuQw7d66WBLPw3b3d9qphS5uSStlEP3h4GN56/gMAVlalK+mx2TWQaK5TeC7RDKkdSp/PmudjLz2L3E8jSzM3MjncefWoXvagnyq5pabdyG8F/FbLJIZywhxlScdCPTFdXceIvDWqSfZdUsEt7pQQXjJdAe43dRXJoyWWnXHlFRJHnEidOmD/OueXzrlzBaxuSeu0ZZug6fjQ4tsUZs7K40Pw55uYtaCRsMqCwfj60VyS2zINpzx2VgMe1FaWRWvY6OxtZb6Wzswm6RSSJLWHdJGcnjI69uCRiodbsL3Sr9ILiAW1zBEryRKCCPdvc4zxU2jtcNcGG3ubiOWb5UWGcpls/Trx7VJrdgx8ROIrnUnMbJHIl8+XDbfmHQHb0xwOK41y73Mo2Zq2EcsFjDqEUscqhwm0480cZPHf61XnuobnVEltYZZUAMbwnO4jJPA7VauPCN5/YC6jDcmOa3uY8iIh0IcfKc/oR61iDTpJFu79v3Bhl4TpkggFfbvS91y5rjnq9DS02106HSr+9vihu8GO2hIwQ3RSMHqD/AC5qOOwstPe0aZ3V5BvkYsflGcZx+JNWYYnaVoY5ltRjfiQkAgj3/D161DeWMEep2kC639uM0W6ZlQEQEsMquDz0PHXiktJNXFGy0K2uTXttYXdtY6iklu8gjeFV4lUZIfPQDpx3z7Vm3MF5aaLILtbM7rTfEbaZXONw+/gnBye/Na2o6LbRTh7fU2mgnXE63MBTy2zxszgMPxFZ+qWGnWE7xWOofao54NriRUVkwQc4Qn9a2i9EmXHcoeK7rfHZIZSFaHODyB06/lV/Qwq6UXMiopH3m6D3pmuzWi6VbxrdkymIbVESlZV3dd2MrTYIHn0draFC8kx2Io757VTsohM1rh449I0fXtUuEvLsX6W6RxSZb7NCm1QACDyeaq2WtkXFt4gjhYq/+j6rBjKyjpu/Efka5u/0r7DFO0Msq3lpLsmXP3VP3SO/ByD+FT6HfXtpcx27TRm1f5XUxjcQT29fXHT2pxgrbjijofHGgW2hRrHZB2S9n86B9x4jK4C4Pp/Wqg0aW1S3ltI4X2Rgu0hGFY9QFPBIFdoLOXVtBSC+RbiXSbhlSZ1CiRWHAAz0A561UktbmLUDDLLBhsEyeVgoucZwTUJaWLcbnGz6VMkMz5cytnaE/r7c/hitXR7Oazsp5JVKkQgLluM465rp7saPbWkv22C+DIqmN1YIrrnBIBHIz71sx614ZtdPAS1mDbMs5VgST6c4NPmexPKzzWLT4kt5PLYyxqQU6kr25PFdTbu+mQQLcBkgmQCKQrwTjp+VaEerWl611HaTrAHUBjLGGkfGCO2ABVR7O91UhW1CM24IZmMWNqk/56VlWpqpGzKjozE1DxLe6ZqLWOnyK4IDKk3KMp9Pen6Rrs+r70is3jnGd7xHcvHp3ropPC/h+5jil1O5eWOBHaIj905XPOfXnpnmmeItV0bTNOTT9JsJo2h2SW72Q2OrZyct3PHfNYLCUnG1tTb2k073NG3uLbR7KKdr9LrUJOBEjDygccDPc+oqOHXD4lsprbU7dIniJVLhBhWPcD3H5V5ibyeW6eT7Oyo0m8wqCAXP8WPXPJrWVNUkdDb280rAYfZ2PX/P0rKtg4qPLFahGrrqdAbCKCclWLlfuuD1q/Hcq+A5w3Yjr/8ArrCtLPxAzKskCRocZ8+VVA4q/BA8Vw39o6lZJBjj7MTKxPpwMVzxw9eL0NeeLCdJLCVbm3baEy33chCevHdG7jtXVaHq1pcxfY7gH7NcAx+W5zs9YyfVeqnuPpXPHVdNjk2Yuph2bAXFUft0EHmLBYqsZxkvOx2kcrjHp2NdMsLKouzJ50ipJI3w28az2lwjSaNfnMvdWibHzD3Un8qwvGnh59D1QG1PmWVynm28iHO5T0Arc1zW5vEENvb6hDbyw2+4RfuvmGe2SeaoT38tzo0Wlzxq9lBkwxsNxUHtnrXVThONpPfqYyszgr1EBVkGDjDAjr716L4B8Qi9sxpN0f30AzDIx5dOm38KyW0SweJgICoPRo3P5UWei2mm3cc8F1NHIhyoLA844rqmlKNjOLcWepWcwzeKeF2A49MN1q9bTkSbTlWUc49K5O08Rwb5hJbSMZFCllYY9zj0q9Dr9jsCmR42XjJQ8+lcTpyXQ6udNGhrPhpbuNrqz2q6jJ4zXLPK8CPA4EVz5TJn1yev1rr7PxVp0CkG/hGWwyyZ/qKq6vaabqil4Lm1MmNwCyrRG5m9Wcn5VulxFuggFzsZWmRSHboRz0xxXGahNN/bP2o4/enClRgHA/njH513l3ZRy2kkUxDfKwEisOd3UHFchrNr5Gjx+QW2RzmXAy2OAvXjHQda6IPXUiaujr/EVrJd2sF5bauHV4YF8hJQXwY1yQuOnBH4VwGnoXnt9ueZcDb16elamjXM8rRRrGbhUziIxEkDBwQwyR178ZrO06RkvLdoNjOjFwCeDhT6VtbUxeyMgy+Zcq3AOcYxjPNacB3pcRjp5dY6czLjnmtSxJ8+TJwGUihEs2/Cd2YbyWSOWQbYy+7O08IxP8qk8DWUN9BqbXEoRC0abeQWPzHggcdO9UPD06W1rq02Cuy2bp1yQV/ma2NC0d7XQnmkjXzrgJNCWOTEuM7sY5OAfp71lNaNIrWxQt8xTBSMhWJAA5ODjpUcdu0viiVzv/dgMMjnoOD6VVjuna8Eyu8YIAUk8j/JOa1yz216b45lG0E5PJxxWiNI7FPVGWKR3CuzxkMq4wMjrk1j288t1qf7yR3QDJJ6ZrV1uMieXPXk9u/NUNHjje5d5lLY7A02+5m22WgdrPJgY2gjNZLs012zIoyGwoUYwBW/qclnHbSx21uVMTNukL7iwx0xWJZGSWV0UbEY72bH3QM5/WqXcEkQW6GV5lPTerfka29UCwwW6P8AcEZNZ22ITLDDwcYI9eRz/OrniQlZLdM8BBU31EyXU4Cul2zSRugC/KWBGenSqJmWOW2ZjgAH+RqzqNxNPotgjFiACcE5qqYlnRFY7cIxB9wpo6CRrSsEsLdFwSsSlvxzVnRcwfZxkZc5/Dmqc7yJeW6BmH7sLwevFWy04FnGiQB9rYdRg/d6Y71E17pe9jqLX5tGkEhCqS2M/U1yOsafJdxi5iG5EIRwOyjvXZTvJB4chklCP5qABQuOtcLY6nPb6hNvVsMxjaIjoPelS+G6N6nZlLz1trhZVx+5w4B9R0o0Mq9xI0gzJkyH0PetW6sLS31FXyCkwDBicgg5/wDrcVnw2xia68onzA+0t2VT/Wr3TOdxsaN/qcty8rzDZI6FsA5EQz90fWsiyhkWzB3fK2D0pbho4z5SuXJJBB7jPP8AOtplS7soYraKCJ92MglR0zk84pJKOgS1Rkqzvo9xs6nOPxNXPD2mtG8UktvLKpbICMUPOOQ3qO1VrBVNoUQ7o2yNxXqOOa6a2m/s23tzPEdiKzEA+3GB9f50qkraBBGn9j8Iai8k1w/kSh2VhkjcQeW498/lRXAiWSQlgxIJJ6//AFqKixXtC39pxMxCuj43ZPGTV46pMt39rhjKz8M0oOTnpxnt7VUZ4kEYdx57cjC5yfb2NKI4yyyhio4Bbtz0rCS8jF7bG3Y6pM0fkx3EqQMMSRoxUP3HAx6V0eheHItVjuLVr4IPJFz5kQDnLfwuD+I/GuatEghcPFeLHJFtKMfvB/bPGPXNaOjeJpNMkv55IHeW6yxMTeWUOOMfwkbgKwnOrFXphG61L9++m6r4oubAWkyx28wt7kQnZI22PGRjqAR+OKydT0OOy1rT7Od2b7RGpm3MxIBfGOenHaora9vbfxfJqyeUL+7Rbjy2O5OflDcc+ox2NS+L7jUR4hhuNVmTzWiDxsrYATdwfWq5pupbuvxFJ3ZU1m20yx8fXcaJ5NlbModYlX7ypuPHQnPrXL3d4p1Fbp0JWYlzhcOwfnp68VFezy6hfXc0e5vPlY7mY5wc4A9eMVEqQotvtYPIzE7u+0cAfj1rshDltfVloveKLv7dqole3FoCiAWysCI/bP05/GuosrYWENlc2pcyoykLkHIIOfyHP4Vw2rXkt/rT3EwIZiOCc4XoBnv0rtzLBb2di1xK0MIdN7KMnaAxOPfjH406kfcG3cyPGd/FeeIL1oYFhN1c+YSsgYBSq7lyODlhn8KyJbDy9QMUasigff7Djhs+9SaxcwXWuSSWdoIrZWZ4If4gh52n6HNTy3V9PpDTLHvjt0BmAx9wnAP4E/rThpFIpHVeBtYOZEW3MylmhZpG6R9evt2+tb2sXdiqjU2XeQpWDzDncT/ET3A9P8a4bwhIIbe5hDYd4B80mQmS3OT244p3iCZfEsk2pXEot4ANsEW4BQwX7vp2OG/CnbWxaehNN4i/tDVIEdvOZRlQwyM9sdv8+tS+INXvraNHi8t1UEymSQqw5wMfhXJ6BG09+GY7wgwPoa6IPDLqkySyMsce1dxA+XAyce/BokrMjmbkS6JP5sC3NwLu38xiAA+/d69e3+FdjL4g02CyeO1UrLtHmMzgg8EAE9Me31rz+fUJ2iHlO3nTgbU/hgQ9B/vYxUNxdwyW88k02ZYYyiRKcDA6E+vNO1y1I6afXE0yx2QyC5uAgVSoMgHsB2+v69q524vb+7X5blYGRcuQB39M9PwrIhR5i00a/MCqlyCTn1P+NEs13hlMmxd205wdx9vxo5bbA3oa3h+Z/OMl0GlhjzIzA8njj8zWkmp31jeGFmXzFOScccjJFU7KNobeCJBlriRWOOoRSeKzdRhms78ztqAmaSTJQgjKk8nHtSum7MhOx1D3st66PJIxIXLDOePpVi35Q7RjHHpXPpqCRyOEyNxUEj074rot0SwpLC4dGxgjr/8Arp2saLVDkXAXgs+MMT6etQXWZGEaDCkZ69akE4UBVznFRM6+YpA5xjd6U7oTuRGFyN2zGCKk+z7VBIBZzjAxT1mKjOc4PY5pN+EGQCC2fpRdBqNFkseTG+M9Vx149afBDG7yvLHu+QiPn+f61LLKUt3ZMHkYz2+tFrKv2gO3zoE+6Tii4rDYox9tBZcnGMZ9qmMQALdhg4P0FRB1F1LLg52kD61Y4wqgYZgMH8KbYilcp0GOTxge/rUrW6+SNyL0+XIHNPuAqIFXBwfvGiEfaVUBMAfeb0FK4ypcWjG2eRWO0jAUnk1WNwV8ONayMjTyAxurJ95ScHvwQRXSrZvdRKAuUz8uR1x6n+lXtM8Nia6uGktLaSOYAwq6sxUn5TgjgdB17ipl5Bz6anmOjCXaACQZd0QdX2EMADkHIxj9aoQ4FweWY+WSSBk8Z5rTkCR3F/ZEFGiDSruUH5w3P4YJ/Ksry2VSFO7buyynsM8/SriS9NCoqqblW28Bs4rRs0U6gI1wNzkAVURA93Kqhi2TgD0qzbYXU8njDZGKdiWIX+z2mpx7sMyqPr82f6V6bqMEdrYLBG3lskEVmWaQA52Yzj2GePXNeX6kgN8UjBPmOBz716XqlyzCe3A5ebIyMkkrn5T7VMka09bnD6tavayjy2+QyDkjGQTxj1962pZYjpE7iT5RFtIGOhPX2qPxI8f2aNkiZA77FOd3RcNgH1NVUlW20U7oso/Dbh15o15biTumR675Ym3wALG8QbbjpVHRAQjE/wATDrVvXMGKJlAUCDBx9e9Q6Qo+xeYeoZR/OhaozIrtt1rcE9CzHHp61VsWkjsynIaXr7Af/qH5VoMsMlgVcDe53Zxz16CoNjJEiLkNIwUAent/ntVK5UVpcSyt0N/ARl2d8qFHVR3/ADqfxYrLeRoUKfIByKS3tJpdQiuLbzWsxL5STYxgD1A6V1VjqMnl3VlKiXCNLx5qBseuDUy0d0KMeaRy1+FTR7FhkEr09s1WugFjh298DB4q94gMfk221AkZLEKvTrxUs5Fxp1sHzwVHA/2qOgrakUxB1I5bOxhj8hU80udR087v4GOB74H9KrTujalcBRgrIeB+Ipxw+u2KL12BCPxzRL4WNbo7bVmB0SxgZgoLr1OM4HSuQ1KyNtepLIH8ncWLDqMD2rrvEi7LJEVAcwuQSMgYxk1gw3CMvkPMEYc4fqPr6iopfCb1Fd6mHpeoqIfss3zwMTt3dUJ9PrUs1rJBetbJIWWQ7iwPHT/69amp+FLqC1/tK3tibZhuLRDKjPcgdKyLFrhR8wJRejMP88VpdGb00ZlxQ/6SMknLkVt3cSjTNh4BOCRVWWCGzkQsxkcZYLHz19avWl5cpKjraxbccGb5sH6VDkZsh0kXVlGs0MQBTO0uoK/qKv6rqxv4Bb3bW8bhgxMUY3E49R2qrFM13qG2/laS3QszRqdgYL2BqhAFcyzBFUZAVeoGamSvuJM0Le60qKII0Vy5HcKaKvadFbx2gDxuxLE525oqLorlMWO3MZDsQ4Y5TYD82ehPp9fepmfE6i4Bjx8zfJuP0AHUe4qi8k8ZDfbDtfIXdwPpuHy1PceZcxFAVV1IHlSH5WHsabi92yUblrcWKsgvt7ozZk8nksg647Z5H9ar3VvaSMDboUXDfv0JbzOcj5SOD2I6Vh3cjRyMSz7xgHH8PHGfX0zU0WuNPaJaCGKObB3XLZPfP+TUOl9qLHy9jQupGiu4JkmjfamwssezDEEqPrxRrcupXV0Z9SCZe0Vogn/PM5xn8jxSXUOm2+gSFYZjfJdJI13uyJVOePRevQj86gM9zqcSwy7T5VukMYXuvzYB7d6Irr2JcTCiZkwpd0ZVMgZV5JxhR7DmnJBJAIp2ziQAp7jOKt6lbvDdbYmVo14L54BAwR+gpt9c2kyRR2/mbIkjjyxzubOSQOwro5i7FWRhLqDttCxhwo59+1dL4klH2K0Qbfmc4U98Af41zNiPM1KMkZDTHIJ610HiMhI7bfnARtuOuSR/gaHuhdTmEkZZVaIHzCV5z3GSf5itnSLD+1tZttMgLwtduVkwcAjqfw6VQtFVN1wwHlDcQjHls5x/n2rpPh6Xl8a2DsuShZgo+h4/Sq3NIo6bVIbbQbi+nt4IyPJRfK2/JwnXHrXH61bJbeGrWGK42NIoeeNl4J5xzXTeIHmSCWN+JVlCENz/AJ/+tXKeKb1pp3to0CxKFVWPVlIyP1zWcbuRpJ2QnheAfZmlJxuYnAqsLrzb29h3/wCtkZgewHvWlYK9roTMByEbBx3PSsTT4xBulkx8vOT3PYY71W7bMYo1L6wazjto0lLyM5Axj5jnt7Y9e9ULizRL2dLicRhxtZEG5/pjpVwTXkAkkuwhlKh0VHGM9ecdDjNVPEDxtdts3BiA2c54PIpRvezKcSwskNpD5cKPI0zASCQ8bVPGcdKqy28ct5EkBIZ5DwGygGeMVXtGlW5iKuPl7k8/iK6HQ7a3e+u7yRh5NqnKduhORn02k1UlYnoVL+5FtcyC2QYhAjQFscjqc/U1gTTSyXZlnmMsxHJHQe1XopI7lpEJ80Sbjll7Enn6jisx1CSkIxYZIBPscVcEr7CZfgkDxDjBHetbTdTe3m+YCRCfmUnAb/CucgkKyEEcGtG1ODz0qpJPQadjr5LqIxIYchnyQCOcdKrRzSFyjZJXoc4rLimbzI0dsqvyj2FX5ECjezLnp8xAzXPJWLTuWftDliMqqAc8/pUskgFuAhGT2NYTX6KSVLPg4IUcHHX60kmswSyBYVYY4ww6e9TZj5kbol3R53HJ+8D6+tOhkVgeMYXJOKgl0q7j0+C+WW3kgkG5SsnPTp068dKoxataq2GnCZBB3cc/jUp32A3Ip/KuhLGVYMhPTOCRjpV6aRFQspG7YB05HFZVvBcahE09ja3N1Cg2tJBEZFU49R/KlmuWjdhIssb4+7LGVOPoaXtY7X1DlJbqU+Wdx5DdDTobmQwnD7QRjOeD9Kz55GkRRGVVA2dxPP40+FwsYDZKjuBzVKQNGvb30iQsiPnIJxjp/nFXE8R3VsftEc7bgnJDYBx/ga57zvKDcDAbA5/TFNdi8QQqP3rhM9MDrUym1qjKUTLvx5mrTTyj/WLJ5hx/EQT/AFNZkBMFrvbOJYZYzgdMY/xrpNVj3G/kOWzD5m7k5OCCfxxXLXDtHYQKMjLMDz64z/IVtSlzK5Ulsxlmo+2zFDlQGwfXinI226Dd+Dx9BTbRgktyxAICEDt1FCHEiMemwdPpWjIZpfYvtutpHGy7VIfnqwBGce9dskebhJGckhCxJrltMg3eJ7N5BgCJpMjt8px+prrJSvkzN/F5WB78/wD16mWxtT2Oe1lhcarEPMZkiVnXsMsf8AKbeg3Oni0jyWK+ZuYYAwRVq+0prXybyRs+coDYbIB6jH1U/mDUduI2tLy5ckYGxFzy3+SacbOIJWMzVN408cj5423L3yKLFkTw2Ux+9eYMp29gv/16NSXEEa85aJs5HfvUNurHRoUHAUliw7ggDH6U0YS30G7iY9uMtt5PoB1FV7WaSaKW6VthQeVEOmST1AptxKEaWMEnIJP86dcqlvYWcCY80/vHbuM9KfUd+hNpF1PHqCW3nusQ+8meOK6OyuI42vZW6xgsfy7Vy2j/ALzUy56HJ59KvahdiCKdQQNxGB36VMiqe7ZFril9PsWBHEAkPPPNKk77LFScKXU8exqxrMEracG2qvl2iFlB7EjGPWs9JPk0/wBs/h81PoT0uWWgEd7dOZPmkkcqMdRu/wDrVNYbZ/FdvHx8pyT+FQJcB7tpJQAgDYI7mrHh6Jn8UwyHoSTUT+FmkV7yO18SvtaNME5hdB9Tj/CvPrwK14sstxsPIATqK6nxpPPFL56BQigIrZ+Yk5zXBHgHzOpGQc0qUXyodWWpupql1LFLFbu5hiAZwzHpkDp361qx+H01WH7Va3yzXAGXgdSiDjp61jaDG7y3CCIETwsis3Yrhhj15AH41Be6hdW2v3NzZu0QVh8q8YwBkYpr4rE30uy1awvFqc8QjaGRMIUPYjsa6G2m0y3vIp7qRY1I3KZPuBuhzWBYXMl9fT3c75eVt5bHeppUkSNLqeGZbEsV8yMgAN6ZOQD7GnOCZVtChqttLb3QUbTFLIxhdGDK69uQTzV6aL7PClquCY+GZedzn7x/DgfhSaNp008fnwRLIzs2EAHB9cHvUEaNNqCwMpjEeAdw5z3NK99CErs6TTb25TT4Uihi2KMAvHkn3zRToVMcQQA4XgbTRWDkdHunGyWDxXDMswhMmeMfK3uB0b6579Kh88qvlgbWDZ2LxkjrgH+X5VNKrxQSL9pWSI+nIk9G9iKglWKSJIp2lWQYZJWxx9O+K2t3OZ6MvSx/bRbSExhfLwCGA/NT1H8qrppcy+e2+IxtH+7InUHdkdOfrUbO8EMCSlWA3blHXg/eHvUV2TK3mqCW2kZVvvjHenFWGizHb6jHFNEEMlqy/wB4HaM5zwfWprCUvbymNWEhUdOpODxXPxLvlG8BWPIwo4rWsCTpl5KDx6H8qckgb0El0y/+0nzI32cfKiZyD/WofsLxLckqy+QUk2sOSM4H0qfS72G3MLyFBICDG0kQaPcD/HUlwxmW9WXyMg8SIAOSc8e1N6bDlsJoSLJKjspGZty5Xgj61b8WzqLmJWXcUjzt6dc9abpCn7Rb27gjy/mK9smpPEksj3lyEkYRKI42APGevSp3kiFqzFuD5dqgyM5CjPHA5P6mui8D3q2Wv2l0vl+YsUhVWPIJG0Gsa7uruOx8tlQKVG0NEp4PIwcZycjvWxoNncWzxSyQRiMwExS45PzYwT0FWtjSO51PiNhLrN1LKdsRuSc9lUAZzXFeISDrUiybTuVXRl6OCPlI9sV2mqSB9KuZ5BFnMj4L4JHTr3zg4rzqwgknlFyxYqrBIwwzx2FRFalTZu6hLJbaZbIgyrkLkdjxVBmjhlhSRsHbvYLzj04rp/E1l9nOnxlQCY/POwdMcdPzrlhDdypKTFiMKAemME9z361KWmolsQi4W5uXHnFl2k8qM8/XFLr0EaTo0GSDDHnn26+1NgtAs9x5pWNI1yncNgcYz61a1K2lvo/MgZRt2IyE4/h/+tV9rA1oUYbX7MEuyxPmDoR0rccLZ6HP5RLF4A77+od+x/AH86xYFea4jRixy4QAnt/nNaV9IZdGvbpUOyacbBnlUXgA0pPUl9jGtD9lsri6ZhuK+UgPXnqf6VQU58s+vNS6jPG8dvDGpHlR4Y/3m65/WoV48ut4rqS3ccvyuM9mNXraT5M/Q1RlGGb60+Bz93PbIFOwjqreZf7JuHUEsflLAgbe/wCP/wCuqDRpJbmabayKf4j3POKXT7kpZzQqqkSYDcc47c9qq6g3/EvXjG5guPpS5Oo7kcq7I0lt28zJO8Y7Dj8cUiXAJ4AyOBkYzTrCQsIEHBVy2fwH+FbE2hHUvsjQAQ3F3JJtU8Kyg4B9ieef/wBdZtpDSurjtOuX1HS7jRzKASPOtix+6wILAH6fzpsmhPrFmjjat6HEOOnmEYA/E5rDa1ubS6+zyq8N1G37v65wPw967qEPHNpt2cKrTxvtHqHUHHrWdrO6BGj8HfE/9hanP4X1DdELyTdATkbZAOVP17e4r2m4USMPORJMdC6hiPzrxvxDpOm6pI10kj295az7Y7hV5jZWzg/3ucV6not699p0Ukro9wihZ9vTdgDIH515WMhFVedddzop7WZHrPh7TLkx6p/YtpczWufMj8oAyRnr06kdaxrjwL4bvLPzre0CRzjdFNDKwHPIzyfSu4s32OCP/wBdYd4ieG9QKMD/AGPfOWwRn7PITyR7GinqrjlozjYPh7pFys0BvtQt7qI4cF1YZPQjIzg/Wubv/Cs+lSGN7oP5ZLEGMruGCOxr1HVNOuN6y2br9tRcxFzhLhP7jH3GcHsaqkWniXSfOt1KzICAjjDRupw8Teh7f/Wre7InHQ8Z1EXOxsnbE5MbkDsQT6e5rlLp99vFEAMhzn65xivS9csJWR3kkzh2baWwVB6jb65rgGh8y+g4GMeYw+mc/wAq6qEly6GbWhAw2y3QU5ATaP5fzqJVby484zjHWiNw8F/Iw6pnH1OaSDLxRZ+UHPOMjiugg67w/GZrtpmbdstljBPbkf0Wt+ZTDaSTKMuzqiD1PJrM8JQ+bbyEkbGcA4OOAKtavqUenQ25lRpPnLqgOMkEEZ9uhPtUSVzWOxDrmoRQ28dpEGKkMX3HlHBzgfTofcGsS2V44PNdG2xqWxj8aie5abSEMjLJLLcudxOCDkE/mSasXtxHaafd7ET94PLXdz1xnHr0quXlQ27ohvkMsdsSfvROx/Kq0Cs8CRx4A2jGTite5s92h2N3nJd5IwB1AC1hM4VURTzgZoiYNFRo5Tq5jYDj7xUhhjv0zTbu7Wa5uWOM4CrgY74p1kHkM04BOW2Kc96gkiP2hUfrjc34mrBG14dsJbiWeVQFSNACzVT1rm/SELk55P0FdP4MDGKaXblWPTHHFcpqkxudbmZVIC/LweOtZxerNJRSiaWseaZLRQ43JB1zu4x0qrCUkW1aOPaYyd6k+pPI9qZe3jTYYuNyKEHpgUkUa+TaTgkSSyHk+3T+Yp62M+g+3IneVVwqxKz5PfjpWp4LQza+GJyQucntzWdZ2zEXpZSm0FXT3PGfpW94DhVdTuSw+aNQDz17H6ipqO0GzWmryNfxHYSahBJGhTckodUbqcDGBXnckV1bzMkse1mYfI4967rxyW029s5YZH3yQmRvrnGKo6XqdhqcC29/bjzuWWXd1I5xTp3UEKVpSLvg/SLyLWbm31KIwrboNgByAWYYII/3azfGU0c/iq8CRIm1UjbYuAWx1P512vhu3eRZ33Fw0mQ+cHAUYHvjmvLdVuJJ9Wubxj/rZnYc9Rk9qiF22y5pKNjT0azDWErGQKclFwOM5qvfiayRbWO53pdKHlhQ8deP89auW7C10VMtg5ZvpVO3f7XfTXpAKQrhEAxu4wv+NKMpNmPM9jqdN097a1gMLRnbMpLYGfXB9fStPWdItYWh1G38sJdRBdvQLIPvf41j6HJ5p8pHORtdwx68/wBa60afJqfh2xhhtme5DyCOPv8AdYce4GP0qW7SubQWhwnnlFVY98igYLL0Joq7Y2MrwERovyMUYMSSCO3y8flRRqVyo4XcIz5i/wCrIxIhA545NWXgWWDzI5BKnTDcFParMlgtz81oshlAx5QG4EDuPaswLcWhcICBnARgefp71rdNHMmmPuLdn0yMqSskUjPtY8gEdB69KihnUWrMoxFnZJH1Jz3HpV+2ulksXWVFYsQMgZIPcf8A66zbuxEL+dAWZOpBHH0z2/Gqi31L1I57UQIrRfvIZD8jj+XtWhZHy9CvNysQX4Pr2NQWOoSaZtnhRZI2YEo67gCPUVdFz51m6x+ZsmkJKE8knGaJIUkrGIsqiRMjGDnmruD/AGeylseY3JbkkUW2mI7B7hzGoz/DuJ9q10vrWaNLb+z4BCW2pN5Qcg46H296Tl2IcuiJNLCm7iKSF9seDldpB/rUmr2EUt8WR2Z5Z0V8ZABC9P5U6xZDqToOFgQIuRjA/rUdxG8+qRzyOfKLumR1UD1/M8deKhvW4QF1eytzbQ2UZdZhKrF3GQy7Op+nArqtEcL4YjAKFoiCJDjn8Kwlui9wVEiTQoMEqOVb16U7TE5uFk81ImJKKMfgSOw4pRndWZvBNvQi8R3U8lpaaeBtV/mldcDK5ziqGl2YMdnheZZWdcHooOP5iuok02PVJ7dXiKxwR4VgMZJHJz1Naun+H9NEtogMgMSmNV35yvuPUetNTVyp05WuYHitrh7sxiTc8cAUN0wM5/rXNi6lOxx5aJA4YIhwAR3P41v+IWiv4544SIwJeZ9vVBwMkc9ev4VyJ091ju0MZLQIJModysMgZH51UVdakWsi5cSPqBmSIK0y5ljAfOR1YD6ckVd8wNpRtjEoDlHSYgjgdcmuet5jFcq8H7uSIqVbGOldFdvLJYWMhQBJt3CDgMHzj2HpVNLoNak8dulvA7v5O2OOSRbmGM/MWOAOTziqUjxppNtavI4CRbyFUfOWy2D+lJIS/hXywuXkvduM+3Sp9ZWKG2uluZYT+7VYfLf5lwMDPFZrcGjipGEkzMF2gknb6e1bGk6Z/aMZ+Vyw6be1Yw6Y713HgllSRDj7wIbNbSbS0ClFSlZnN6lZtZ3hhYEHGeaqQtslUnoDj862fFZb/hJLgEn5cY9xWMy98VcdY3M5q0mkati3l3EkRPsPf0qxdWJuLF3RgBE+ceuR/wDW/WqSP80M49MN/KtdV8yzuYg33lyPeqlsStzPghjSW1SN0JMQLmM5+Ynp+FdDpV7ONbtfPZB9miIGBjhSP1Iz+dYllp8kV3HDLEUy+3Hr0rat9PmOo3Er28reVHufy1JEQ6YJ6dutc8pJbmqi7WF1OIyaz9nZBND5hcEjlcykgg/Q1qXMo+yWUS7V23MpmCDAQ7gV2+vGKvXUFpb6bp9xMZFkvJTOofnYhwPpzjNRS6b/AKLahwWt4ZC8mzkhhll56HJK8+nWsVUTK5bGhfoTZyQ3YLm61GROuCuHQA49DtY1dTV7vTb69utNkR44rkxbf4WHUCn3E1nqE0VzKrRyjEjK77TG2ScjtgZ7+vtVYWFrBE8cF27JLPHM6FQCSAVIz0PXnHoKyq8k1ZiUrM9Fh1uCW1S6JVGIBKbuueuK3ZILbXdKa1mAw4ypx0PYivPtLsftWhSSiQvNbNzHtwwjPQ4/Oug8Nam0bJBIwyD8uT19q56cUro1lrG6M/S9QewvW8Pau5VUYrbzP0Rs8An+6ex7VU1q3u/DuqyeIrCB5ZU/5CtmOtxEBgSoP+eigc/3hW9460hNQsRqEMW6aNTux/EvfP0/xrn/AAvrp1eNNIv5TDqMSlbS4PWUD+BvVlxx6itF7rM0+jE16xstZ02PWNNdJrO5UO5Tna3Y14/cWhsdQjafgBGQZ/3sfyNeizPdeB9YmuoQ39g3TBr62C5Fq5PLoOyE9R2zVf4j+Glm0GHW9JVZIXdXYJyBxn8j/OtabUZeQpRseQTAxpdqG+UttHuKLZyYEBJ+8TilmZpEdivJbJBqOBuIsDrJjrXaZPc7zQLnNlbWxU+ZK5IYcYyf8Kk1VbbU7+bSyjNdRxeZFg8EjJK/Wo9Aib7PbzkAFYi2fc//AK6o3UE8OuT6rGwCDDIxOACp6H9ah/Ebr4TK02FJjtIAKDgHqDmr81klxC4mLFYI3kAQck+n9as2Fq13DcajKSsl1IQqdc5Oal8UtJp0Hy+WTtEbAjhlIx1zVSZPQmvTGmi6dDDKGKux4Oeqc8Vh+IrMWMkYQMv7lWI98c1NJIBa2iKcYySffFUdavWv7tEZyzbQrEHjGfypIzZBaL5VvCucYXeQT3NUTJ5s80uSSx2qf0p1zdFJZFXnC7QPSmxRlQic5z0AySfaq2Qj1LwRa+V4Za5wWYliRjNeb3xK6hdRhdu2Q7s9evcfjXWaF4l1DT9HvbApAY0XaB/EM9wRXNa3cXV/qNzqF0VLzSBSwGN20DnFZQi022aTacbIi1eNUMESEYMYbAHcirmmPH5FkHhMjCST5QxBXgdu9UrhftEkLo/3UAwTWho1u1zNHDEVVk8xsFsA4TPX8K1e1jLoFrqKWyCeOytiRzhgzb+nB55rp/BQtXluZ7cGNZDgwnnZx/C3cVxSYFuT36AZ6V2ngONvsM5cYOc5NZVUuU2pvUl8Vs93bxxbQ4ZdiE9jkgA+lcOkjW2wxqDKnbPXHUfTrXos2ny3trHJ8iSF2XA6sc8HHauQi8Oagsw8yFTEGUGXeArjPbJ/SiM9AnHW6PQfCdqYtFa1tlYmZgY2J9Rx/OvP9a02OzmuLZGDmOYRgEc++0+nBr1PRHj06yMkkiLFDA84YHI4BAz+RryZma41KOeZ8s5L8+meKUL2bKqbD9QAlto7SJsXBX5Vz/rB1wvviq0vmWCW9spAkwJGx/Cf7ufUDrUTkXGrM7NmMHr6AdCKv3BEkguHCliMbwOvbcfemrJGMVcueH2EdxIzsCQfNYd2Ucmu3ttYSC4aFZP9VcRTwgHGFI6/n1+tc3o2nJZ2893tWW4dNiKD+OBRqkslkgukgNxEYsMVGFUjpnHJ4x04NQ1dm60Om1ua1s9ZujaRKsdw/wBoK5PDMMnp70VlyI2orFdx6m0HmRIWQW5kwcDPI/lRSux8yOJtB/pIeTKZ4LE4xn+lWWdZ0kWaNJGyBkgjJ7f/AFqyft1u0pjMjBcDawJXJ/HIIz61f8zZNhEVVKgqgOTg9vrx+FU1ZHE1ZaGdfSiOaZAfOOwbm2/eweQD3x61BDOJnCrIUZ+MnoR6Ed62p5lQpIFVZGyARnkHsAO1YMsiW98MQvDKxyUB+7+GOKuDvoaQldFm8tRYXvlFJIZuNoL5SRfVT601V8u0Kk4Acg569eatzXHn6esVwD5Z5hUkMc99pI/SqbxM9uscUpYFj8zjqM027qw6i6EscqnazLuiwSyYPT0q5b37vbvmMrGo2xxgfLGT6++O9LcWz6fZwO0QcYDyADnb0ANQSIbhYktBJKjZYrIMMv1AP61GysJQ0H6Iw+0XHHan6TOJdWdWZgrhlKbcqvufWrOmW0tnZy/aoMS543DHFNikg07dJGxLdSF5AzzzSavsVCNnqX4rQROIgwOCW3Hgj/63tVmKWEKUtYGuGTuDtUY9zXMX2uLFIf3Rdj37c1c0SebU8xvIUGeFz8v4mhU7as2UktjcsdbuDNe/aTshjt2YbDjD/wAIBHXmn6ZeG6lur4nErggc/dIHIHoK5+6hnae4EF4baJc8E5Ugf4mr1mksej74ChnA+XzD8pNNRjqRKTbsQTeY7ebCRvj3L8pyW6cH3qDSp2a4uBJEAssJDK6Dbncp6dAODVJY72SeRp4gGMhcMrYyT6EHj61oHzVVJTAlyPLyCx+Yc46j60+ha1M/Vfs8UYSBlKu3LQghMn3PJ/SrNheR/Z4dNuSfsssTJvHGx8/K35/pTHsbZx5iNNA5O0xzgFT3xkf0yaiv9MMNnDIGYoGbOFLFfy7fWq6CtZluAG2srW1uMCW3vy74zxhc5H5VW8TWMtleXcReMxuBMrKv3w3zD+dT2UM13ps86yPIY+SzfeIC7elbHiiCDUNC0h1fy7lbVVmXHIUfdOOvI/lWadpAo3TPNM4PGfrXZ+DH5I9Ca5O5gaFxlHUejjBrf8HzbbuSI98EVvU1joKjpPUk8Ypt11Xz9+JcmsPcDgc10XjePF9av/C8OM/Q1zqfOB6jiqp6xRFb42TxNiJkIyAc1rWfmS237sncPl/r/hWKgwBnoQR+Na+gzvFPIAcbVDj3xWj2M9jprGcanrCF0XbAiAngknuefXPNdjctK8Jtra3ldmi8pAqAh+eO444IwDkVxNq40/TLy7gUM4lwGPUgDn8q6vSdVsoxLFcbEfyt0cjAOVY+xzwSev1rzK15O6N7tamy8llNHFb6hp8MKRIAVcuvk9Tzu569MZHtT9O02Syi2WlxbxT3WCvm3BfanqG2Y9eAO9MtLGAwhdqnOVleIuG7dskDrUuo38unr9nhaaSSH5md1YkgfwrgDPfn+dYx2N0rK5o3GkxxxOXuYmQr88UNv/rM5OCSOARx26Zqk9npyWCrblUWMErbzHCf7xI7gD/9Vc/NI09xE8U8r7gzGIyBcZJHGcDuD6027tY7bTo57rU2ZCoOADhc8csCehyP6VNm3sYSd3Y6nQNZhsLx/tPlFJP3TGMlhtycEEjpzjrVzV7P+zrxHgP7tjuRge3pXlOq66scLxopZJEKGXaACRxnp+teh+Bte/4SfRJtKuyPttkoKOSDvU9/r6/nVcjS5ioNL3Wdpp2ofbtO5+Y9x6N9PevL/GeiSaZqKXdsGSFyWQg4KMOeD+o+hFdXp8rabe7ZARGxKsPStXVbGLVtOms2Hz7d0b5zz/CfpWkbSVxVEYGha3F4r0pobrYuqwriYYytwmMbwO+R94VRsZH0OC40eWPz9KnDJ5ZOTATyMH04yp7jjgivP7Oa40LxA6PIYngmJQg8hu49x2NepPLBrmlpqNrGHkjG2eDp35X+oPY+1TOPK9Ai01ZnininRTpF5IAu6NlYoexBHBH0rnbZWMMRVgCHJr13XtLj1Gz+z5DDDNazFcEn+4fQ57f415nJYSQSJGYipWUhgR93/wCtXXRqc0bMylBxdju9GRYtNLspyNiCuU+3PLHdW5kZnubnCxk5CruJyPyA/E12lmqjQyeFJYsM/wCytcTo0RMzTNHuMCgqWHBPHH6VSd5GlrJHYaeLdNQ021ZMrHKFAHcj71YPiCdZ9LG5hIVjwCP4een1Aq5BqQbU4rp4VRovmCDpx/WsS4hMtjdoSQUfcB9TmqauxS2HuypFb5ySvzD3AFYsTK+oSyOQMgscevYVrXDgPCM8i3b8MmsqOMxP8qg7mxuz1pxsZIhPlxMSwBkc8CrOmFhfxSDLcEjauevbFVdQ024sLtfNGRsDBwCQwPPX/PSr2kRyNM8yjIiUKOOpLYFD2uNX5rGu8gS0uwmAcIWUc/NkZ5+pqrqSSSaTDOpwrkNIvvjFKlvcSwX7RxmQFyT6j5s1G8kraLcRhdzRSKOR2zQnqFmrk1jZw3BmMmSkEDP0744qHSfNa4ghgBY+YWGOpG0VvaFbhtE1KZh8zRFTn2U4rE8PNJFqMBSTYy5B+bbkbDkZ9xUxd7lSWiZJ4is/seqSxBcDzSyqBxg8jGO2DXYeD0WHw1JM4kBGTnGR7VxF9OwtYHc7nKnJJz2GP0rt9IQ23gafkjMJzj3rOv8ACkXT6lWzvHa8T7XOVi3GAheCAWyG49K1DLNewtbRxlj5pIMafMMd/wCZ/XtXCXzbILURuUDK3J5OQRg/zrqfDOoBwst752wOqhkbiRu+c+3pQ42Vyovoa9zfLp1pdQiQGJnWONwv8J4JI9MFvzrzxruOSAwsdhtwVjfqevINdTrlrHLCLVJjC8mZokZuDz056Z65ri7u2ljuDvjceb8+CMEk/e49iGqotcopFvTYF8xpAche5XGRV44nnRQMoBuIx0HpUkFqttYRD/lq3LAjP0FaL+XomjPJJCJLub5j6gegpJglYi0/VIo9b8kHbBsZGfPAyvX04/pUWpYuLWazWOcyrInLkbSrdWHbqorDtgWsGuAChluOgPOMf/Xrr7a5jn+wTRMs8TwPHPxzGygDr252n3prR3DczdP1eG2tRCZrhCrEFUwR1orGm8MzyTO9tMGjYk5Mm0578UVVkTZGMpjtUYuVIJx+8yTn6D+tbcE0VxpltKgRVVfLYbSCDnPHqPrUP2CBraS5Mqee5DIVUbSM8/Rvaq3kTGKRI7p5nQeYFUZLUnaSMbM0nbbiNgxZl+8Vzx2z7e1Yj/aIpyk6Rup6SKMbB7eldBp9ldT226dFCgZDvjKn6Va+x6bAd1xMJc/wf3vbiovysIQkjn1db61ijBJ8vIilU52nJzkdqlt7SUxwpjIBPmA8ZFac2s2kKBLa2RFC4ClRgVnzTObVZRJhHGOO4q07s1mti3DeQxXfm3pMrE5CxkZB7D3HtU91rwiTfZxpEWwXZFABJ7Vy6ySPKfLbaQwKkeladuYtT02a18xYrk8x553Fef16U3FXBPoi1ZyzatHJcTSPjPPcnFYKyjdNh3bcVAI+ldd4ZhCaWwlGGAO4fgaxTpVtctKtjOilSHeOQ/qD6e1F0mSrtlKSBZBEblfKGMB1XJYep9hnH4n0rb8J2ywX8kfmrIIs7XTkHvxTrfT7ITqt0gmOAoiYkhR+H1p1k1vHrN19igeGBSNq8g+gNJSvdGsY2KuphxdpGir5dycb+/3ua6L7MLSO0VZgRv5JXgdufpmsQzCXV7KAq5aMu+OvU4/pW5qDTRyLA6P9wblx0z3xUyWhDtzGRa6p5t88N7GSI2P7qFSVbA/kevWrUn2y3+VFWdvKB5RcKSOVKt0xWQNY1G3nigR5IllXaofAI+bHB6GoLm/uUuorrzmdCigyA5BPII/r+FLl7FqResGN1aawl7YqzLtkbAC7NrddueTimG7i8oJaW88TA/KrS+Yp/HIKn6GkhvGaeWPz/s8k0flNLIpZJUHQn+6eOtUJUu7feGjX92N3mD5hjt/jVjuaen6xcRrIyW52IpeaCRfvKePvcHP+ea0JtVi1NII4J/IuVjVN22N2AHQBs9QPxrKuZmhl+0wxl4J4ATHjOGH3l9eDz9KznhOpyTzW0aIgTzGV2HAA52+v0FSop6i5mi5daVDcanJBNM21I98ssxAO48Vn6SqWPiXyFlDIGKb/AFrW0qAz2f2eaeJBdTLE05GflGDwO/JX9fSkbRJLDV/Iu4wk8EzRuoyfmHT5j2x09qpOyswSvJMl8XRb7G1lzny32j3Brk4lGCCcMOAa9J1HS1v/AA7LHgF0Xco7givPWs7lGBaE8jNaUXoGIg1K4gB8tueQa0NK+W4bjqhFVUgk2ElGGeM4rQ0qCVrxcKTgZOB2yP8AP41tfQ50ruxrjavh13l35kLsAOmW4H861WhhVoi4Ik8oSRyA9+6kY5yM471n+KI44rSFLfIjWYFQRwyknA/A4rSmc2phlmKCJEQfNkAnHqOledPY6OXoXLTVLsSKYrqZwznzIi3QDoF9q3Lm6e5t5EspfIlwONucHPIwf5iuVS2F1umhuY/MdtqRM4yDnsO4+lbOnX39lTO7tKbTBTeUTAbpwfTPc1mo2Y4trcLpLiN4YnstiBcNNwVwMjJx7cYHTr2rHvXb7S+lfaJI7cHft8wfMR25HA7Cuhg+0HeZIkCuuFkXJB98DpWH4lgmivdOuU2lhNtMiDqMDrnk9PwrSKuymjOurU/ZLkR2rny4C2HkCiNfXnrUHgvUJdPvzdxg+fCQ0QOdp6jOAef5VuapBbxWEyQ3E7F4yWMkI2gAHo2M8njBrkPDtvLIbpoZ4Y541Uqkyk7huI4weMe9Wl7rMpxXMj3u6ePWLGDVLbowAmQDlHxSadqBwEf78eV+o9K4Pwr4jTQb0WV5dW01tcArcfNtKHPBAPpxnmneLL+/0rX/ALNbSFFRRIHAGHB6Z/z2rnjFxkkavazLfxK0SEXltrEcZeC42pPt4yw6H8Rx+FZfhDXJNJlSQFT1WWLOfkPTPv0q6viZ9Y0W40rUIlYyx5jkXj5hyCffNcNpTyw3t1bEgSAOEyePu5FauN1YxvZnrWtWdtJA15AzPp9yN8mwZaJwPvD3FcNe2P2mZZn5uEwJl6+YOMOPY/zq/oniR7S03viWzkGJUPPHr9QeKpXNw9jqiSW7+bZSZMJPQZ6oT/SogmmXJpo0JIRF4ZnkMW3y1fZ6njFcnp04aJIpECRxsAcDBctkjP6V1ep35XQDJHgpIOh7c9P0rjtKilvLaSd5VWR7r7xGcAEDI/Fq6KXVg+hJGVOoSIzKEV+B7kU+7tDb3ud4Mcy7TjsccVHrentYSRz7w/mNu3Lx29KtXrNLpAlC/PkMOPTkfpWjYjIvLdEuRCGJYQBST7moZYtl/DAoUICNvHGfareoysifbBtKyoMjGelXLLwxeXVqmpzz+VwrQRtyCM85P8NTflRKXQ1NcCHws8U2MhcptHYYP865nSYmj0d5F4LS7hnn7qk1ueIrhm0BVZRv+eNwDxkHHFYona20WKBeXkVgMds45pxTaLl3NTwu6Pot5ubbOHX5s9eR/wDXrMvVe3n1K35wV3D8al0aGUWd4G+8rIGHr0qxrKh9fnBAAe2UY+gpq19CHqXNKnf+xb4DkEentWDpjmy1iI94wWyfp/8AWrS06fGn3MKEn1HrxWNEWfVVZl270b5c9DjmlBbhL4UR37J5Ua5IJXA9TnFekpH5Xg1lIzkKn1zivN3hD6hCsxAAUZHc5PFepaoFt/DFuOoaZRx6Csq71ii6SVmcNc6UxvYLcHkQtJnsfmGMfStDS/MjZ4SgALIyYPQ9D+mKZcXhT7RLkMFDIp+vQVp6KI3hhnlbO1QWB4K7e5qm/dT7ijoYHiu7I8ROAS0doqqQDjpgfzqWHVvtFo5jjm+0NGIgzcsqHHH4gDn0xWbcPPeR6vOEkeO5uFXzSvQgkge3etOy057m9lWz2/eCcHG7nAH4cUXSQRbbNbRNNOoyvNNkW9v8ze59BWbrt+LuaV4yPLhyi+mcc4rq9blh8P6Amn2koNy6kFs4JfHJ/wA968zic29lPHOwWQNuUk5zmphqVUaWgmloJHRJpCsUYyT6Z6mtLSZZrLR9YAIYPMqRgZIznPA9SBis2wnS3iaeYFow3POMj6/56VszT7dPtRbxeWJbhrjcpycdufoBWkiImVBdXkiErEoIOGDNgg/jRT7jypby4eNyyNJkGUfMcgE/rmir5Ykmomnw2CKLqeNgCGCKoAGPapJNVs7ZWjtLNEVh94oBz+VcpLPIZiZHLMD1zmpPtt1FnbJvj7hvun6jvWfLYHJJ6GjNftJhRnv8qcVAjSTF1U8oOijA/E1WdgbhEVNkqYwUHysTyM1Zn2TWSW92uLlWyHtwxIH+0KbSIlNksMX+jOGiClwcMr4XGeeR0/GkmCDTEQuEQD73XHzdj3pUPk2+HtZGh2+W8pXG4eq9ge3virJhlt9OCQRF1ETKwfA+QnB/HHpUtpMHJM560ZoN8iHOOBx15+tWBc2xuo5FiMMo4JyeG78U8PbyTWse4hF+RoyuGXB6e9S6hptsRLNbs0bht27OVYE/pVuaW4+lze0AoulMWk4OfmI7ep96z76wjiKsHEMxXKsD8sq/X6VZ0+Mx+H5JH+YBCxINZseoRpBDb3q/abCRd6qGy8Y6fVT/AD4qF8TCDs7MtpcOsi70VbjyxGwGct6E/wCfxqxEnlag0SgjdFGAM8n/ACapGTc+yJt9vGCYXYYJU8Annr/hU8NyJtcklc4JIXcOmQMf0ptdjdM0oVe1121mTb/x7hg7d/mIxRrWrMdY1CVWDojJFjOMgLzg9R+FaGiLby3tw0zAGCLAOeB1Jx+YrnbOOzvbS+N1P5QMo2sq7yTz2yOv1o6amWjmyJRa30aNbgNKiBvLJGS2RyM8GssQmB5GlLxmOPcEC5y3UDH41vWvhxLhvLtrmORPL4L/ALts+mT7dxwelU5bK4WCVTBcMsgCIzgbiBzkH8OlJOzKasZ8O03UsbTiNtrAq7Yz6DI6UqajPZmOCRN0QOcBs4Pse340yezimR2LYukCABOVfgA/jT4Le5sGihucKs3/ACyk++o7MfT6Vd0CbvY7exVPESSQRvHDNDCRHGwGX4xgnOAxB+90OB0rhb6KXTrnZgRyRDsMYboSB/WuihsfL09LyLe/lEJLG3zbc9GB7jP5VdDJDFEZ4YrmRznzJUBwR/CO+f8ACuf2nIxzdnqYt7p7XmnRXSxPBJEjSvEEJjkIYAlPQ9CRWjczy3ej2d+WZbuICKXL53xDO1tvt0/KppbTcsMkd61tmT93Fnj5eSwA4JGcYqrqsUzMkvmEyKDuwMCRT94gdquM1K3mEZLdGnZX81xC8Lumx4+oqGKJCeV46c1kwQMJgyk7Bxj19q2Izx0z710Rjyl1KnOQ30AbTX2gDbIp4+hpNFtWSKd41UyFQBuYL3Hc9OlWbj/jwkB6eYvP51Lo8UssMywg52jPYEZ6H2P+HtTk9GZJakzuksIt5mhg3qWzKm7r02t0PIqE21498r/ahbQuBHJkh4yAOuP/ANYqf7O1zcqn9n3CiItiBJDvAJwdp7+pXr345q5BHbQxsDcKtq5xu8ks+QfukHjPPt+NcbkdLRn6fBHazSSXVqFWXI81VwpHbocVJNFLJdW8c1xHsxhQHVSqfQjn61q/6PPbpHBO6RmYgidMKre4PBGPpj0qKSS1sriVp7aCK5jICPDJhSMYyu7j/vmh6hbuNJljUy2k10ctu/dEkdMYwOMd6qaw0j2UnmsxmjKyYOMsAeW4rSNxYtEEhUYZMSR7hgN2wwGcfWs3V7tbbTmeQSmNgVwnz8n1PpzTVxaWsR32pu2lywecvzxn5XYc+vGa5Tw3MbbUJkRgrSx7TlgvR+5J6Y610c9xHdeHGNu+y7RdpKlAWXOTnOD0z3rntO0ZNQmXakp2QNI3lqWP38YwAevvWkdmmZNNtFnxDa3f2t5rq2uS/wApSXyiIwD6HGCMd63Zwt/plvm4SaWCPapByQn938P5VkxQarbOk0F3NHGihGhlk2yADjBBwD2I/wDrVELnWLfUI/t6KCoOGMQDZIOMtjn86JRTWgST6li1kMM6qfqPrS6zbus8V1EOsykkdwf/ANdOukWRIbqAbQ4yP6j+dXLkC50NZByElAIqW+pk1Yx7C6jWYWUvyDzHRz6HJAP6VNZXBt7uTTrr/UM3B/u9cEVz+pMbTWC6sclt49ORk/rXV3mmm80uC4TAn2hhgdQP/wBdOSs00NXJbxJIbS6tyCyMFfPbI/xH8qydGWUwb1A2QzHd7cof/Za1IpZLi02PkuikMTxkBe/41neH4proanBbSbTtBI65bt/KnT6jRL4reZZ44ZsbUc4x0AI/wp2mGNrYRS8q6/IaxtcnmnK+azFj6nPatHS5gqW7bsAEjP5U5uyGn7w2WEHz7PHyRuHUHup7V6PoFtaTaFF9oXKByCAe3+HFeeaun2W5SVW4JKn3B6f1rs9Du1/siGGNQSu4uec57fWpnayNFo2cp43kP2+7toFVLRbghQp4GT2/KsTUFOY4ljOREMAe/PP51teIYSIZbg4/eN8pPb5s/wAqyrAm51Z97EEDAxxnHFbRfumd23YNL1LbcyJENokKmQEdSvQitbxHEtlrdrIXUrPb5IHUe1QzWkcF5ubGWjzuH+8BV3XbK2DWtxcyOfOYlFVOY+nBbPT8KluzBoxtLkVXuECvllIQIO9UtPgmu9YtYtp3yOxC9+Qa1NHWM3l15eCccMv4e1VtFv8AZ4qhnSNWIVlTccYIGAf0NNbsUvhKFwGbWYo/SVA3rmvTNbbytF06PIx5hJHc8H/GvO4jC1+HZibhLhdoHI24JJ/QV6HqxRk09DtKhHYg9+lc1d+8vIqn8LOI1GULaSoCN7yu34Cr8Fy0OlNK7HaqbCvQ7W4/qazVuIjfQWrKWDKWyP4Wbv8AQ9KsaipltRbgfNKeuB29/wA602SQJobZWjxWwDucEbkEXIdieM/QEiut8MW5s4ZtQlVQ8Z2Ju45xlj+Y/SuesZpLAxi1Ds5IJTOMBeQ2fwrbudTtb/S4rByLa7mYomTsQgjOWPPXJ5HpjvU2uXGyMG81GW/1mS6cLIq5VUJ657j69a5/VFEdy8YGOSSuc4x2rfFs1jbMrW0N46kgvG5yCPQDvn6fSq18rahpklxJaRQtGgjEkmQCSfVjgnA7AU4/FoYOLk7syIoGl00xD723d+NaOptDZ3tnbzpK8dvCvmCN8EEjOKNMs3u7m3hGQsjgEnuo5Jp+t2Q1Brq6N3EyxvtCrkv19Dj8etacyuUjJkTfPK1u7iAuSgZsHHv70VBDbzeXjcCAcZJIoq/dES6hNG+qyvFaeSjsWCn+EVfttJa5MUjN+5dAVDEK3Xn5c5x70yxnS3nmlGHcIRF9e3WtW3livL2Cd7oRThduCOD7H071z1JtdDGaaYtrDbNMjRBLZplZYWJyy7evXjPtU1nL9omnh1C12yLwZcEEkdc+2OeKUpb6hNJYXOyG4jfdaypwOR37H60qPcahbTW0rFdQsxuXDffH9a5py0fmZyZVnt0t7wRmRLczY8m4UYjkz/DIvQ/Uc0jO6EiOApJbL+9tcdv7y/n+VSWrx39tLptwgZ1Je3Y8YOOlRLLLcaeLko39oWXyk7sFlXrn1IzQm2rMm46azt760S9tWHfaWH3GI796xblZYcpcvlEGADnKj8OMZrYtr2PyxeRIPJc7bmEDBR+/+Ipt5FBNG8cp3R4yCQDg1VOo4y5XsXGo07MTTXVdHKspaMoQwXjcO4p+uWwN7HNbNGFMLP5aKM7TwVJ74qrZWl1PoTxwI7OUYDb2FT6c9488duWR2TAyykOnHPP0zXQ+6NLXBdOaFURQshxlBGMBiegx/nrSLBawaksEBYsAPM3jBBHp69jmtfVCIp4zHMq7HUghhnHQH9aw7y4A8Q3EgJI2DB7Egf404tvQ6dkXrBZD9r8tDJJKH2IvXuP6VW0yFIYmQqxVXUzEMOCc8/XsQasW1s00GzdGjMQqmVsDcP8AD0qyE86IfaGhaRpMSYG0l89f/wBdTOTRMUrtkNhbvJcG3LDzw4EQBOHz2Cnj8RTV0qaWB0xJCqynzkb/AFeMYPAwR+opZNMgmnlYXEKjJ3+axXntg0uk6w9tcPa34ZkX5UuVHyg9s1KfMrxCOr1LWmwWluJRbWMYAx5khcl1OeSMntn9KLzw7BMGuGDMkhzuDElc8ZI68/hWibS8nb9yryfIZFAYY2Hv/PirU13e3lujQSxLbWg8siYjainjnArNt9SlH3rnPC2NvYGJlmMseAecAjpyBwT7Z4qSbRraazku5pTHIvywjBPmqB3Xtz0q+7xDSDavIUilcyh4FDMT0AzxwalsoLXVtPubT7WlndhgzPdyEAEH7wIyPQZ61MZO92NpX1OdtUnt2Y3MiyTwgyIjncV7kFevYVPfN5thG8AnJb94QzbsN/s4AI/D8avJp6rerO8wkYDLMvV+2dx6jpz2q1c3unCxdba3ne4lQKwYDYjcjOcZBxj9PWtVK9khqCWqMG3T7q8cDnFX4xgjHWqscGyPJPTirCdOvWu8yQ+5IXTnPU714/Ormg8Ws20Sh2AC+USCDyf6HrVOcE2LA/8APRf61seGkfMjR53Jg8dcdP8ACoqfCy4fEaIUxXEcn9oTyyn7heFd2M9Af61VjjiCzTQuLebHz7JHUvzwcdD9TV3bczRNbPM0YGMyxLtOB0HAP86bOwTJmDzHOQrTEMR3GOTg1wJ6HTbVmZK15dOrLeKCeHEkaHJ7kjaATj3qtOl0UNtLNbBiQRuj2Ec9c5PI64q9NYJLK/lxwRrgORs35PoQf50WllZGyaylihjlcjypQNrK38K55GPeq5rCZkrcKkqqzfcfcxK4UgfexkfN+P1qCe0/tvc6X26Uocqr4UAc464Jx0GBXUXfhqzgggaKeW5uVOWETmQM5/hBA/M965+OOznuYP8ARJI7mKQBpYoyFLNn7yHufahT1FyXRzKRRQ2twkyBvnwpJAdSv8/XHHTvVrRBFcXBEl/NaxRQZaa3iLEEseG4xj9M06+SQNdPNCB5yGQLgnAJ6579KyfDkym/WOSSdRgBPKTeGyejL3FdKs0YNe8dK9zqERltxqrSNINpRmEJI91PXgDk1DqmpwXamSDzBs3yOpbenC7Rhu/T9arXl/atqWYNQk85vlZ5oRgZ4I2n09qpRSS+QYZpYmTyG2oqgFRkjn/69ZwWtwlHU2rBkWJrV+NyqQc9PlGKs2it9jvbZxyqFlx371yVzPJbWrguWkkwFJ7jpj8ga6vwzdpqEUMpP7yPKuO5GMAmqqK2pnLc5LVSZNQgUKGVlB4H8WcdfwrvYUnudV0yzdDEq7F2gg4wOOnWuPsLUX/iG1jZc+XO6MvsCK7wxvD4ogaTAImUdeQuKHK7sVBaou65pdna3cv+krEwiZm3KeTg9MD0rh/AciQtfRsS0jDdkd8ZroviFdIrzFVx8qr1ya43wvN5N65jwXOAQT157fnU0vgbY5fEbus6E1/FPc2CiSZY97Qr97HqB3x3rB0uUzWIRhho1YgeuB0q14luZ7U27RuYnTO1lYgrz1yKzdMmfLSu5JclmZj19TWyjeOom9TUuJVvrDeSNzR7sn1HNbXh66upLLdHCXCL87BD8v5VyMTqY541YcKSuDwa6PSdZubTQFtolRI5gysSvJGR3rNx0CUmnoP1WFpbKKWViyNINqkVzukb117YRhipfH1rq9Ruo7iztkBAK9fbiuY0uZG1ln2L8r7VfuOO/r0rRfCCvfU2NRgZ7qycgjAOfzFafixQ1ha/Zx56xMGkde2eAfp2qrqQYpaMTuQMU3egPSrT3iXGnyckPGXQseMgfzqXumV5HPaA3l+fKcjnAH41S8OWceo+IYllchHZicdc4J61oWgBsL1l/hQk4PesLQ7s2t7FcKv7xVxnPAyMZHvTju2Zz00L0G6XWo15JQnJPT04rs9VmPm24PUQOT+f/wBauZtlD6pA0a7fMbD56huMge3GfxrQ166Mdwqn7oi2kDrisakeaRovhMTQoYLvXJHcsypESoI/iArauxHLMZI02RqByc/j+tc7obmF55o+Gbcoz1KmughS41G4jt2hAC48znt6H61bJp+Zd0K2Fyr3MiFnZtsanpj+Guc1+Tfexorkom4KTxxmuqmuxp5NtG2fJ+cuvG1u2D+tYWuouoeKriNZreKAXLbWz8qqWz+XJ/MVK1uwl2Rc+ysJG8q5eGQwr+9VjlnI7sO3BrDu76S7Ihvo3JDcsThgQOc1rm4uvDBtRHDcCYuZI2Cg56Y2MeBWE80tzHNLLkyu/IP8JJ5+n4U4W1FqtzuNIVF0uzYqVW3t5HycEBnbAzj2qjIunS5hngnmLIXluFIUxnPOAeD2qfSVuLXwyZbm4T7PITG8O3sOM5/Kuc1GaeCJoppnlhVmwGAKkZ9Rz+tZxV2aNou2qww2saOvIXjIXOO3WiseK7tnjUyvOjY4UYbA+poro5GTdGTLa31pLia2mXHJO3P8qZ9qb5mDEex4zXdxSsyRxyIhVF2bh1K++as2OnQCyvrOfaY5fniYqrAf1HaplWa3Rg3Jbo4jT9VW3m810WZyAEXOcGtpvEyeeky26CZRxKfvD2+lR2mnW9xJcWtzaQLN5RaOWMkYYc/ypf7J0l5vsjSyJNLGSjAnluqg+2KlyhJ6mnR3IY7uzubk3AeSOYc7k6A+/pVx7uGW8iuI5WQhsyKwyHJGD+dZsZCaXOYih8t1VsxjLDpwR7+tRokpicsypHkk7jgHil7OBHuX2N61sLVZpDb3KeVMMOjcEj+pqO7s4oY3VpF3quPlIPA7/lWVp6faJQZJ5UgHeMfMf6VNdWbxXM1xp0kywgFQZCCSuOcip9nG+pM4x3R1Fiso0iBbN0imMYKueOaxoLXUX12RmD2jr885+6uB/EMdasahbTzeGRDCxEmxCuGweuataQ4htLWXVJmY3Mixlm6gZwPwoulFs0pK7MbWtTivdUElxbbJ/MVdyLtWQA84HTH+NQ38Ly61hFGw8YUe9O8tBrUsjlWtzckBQeI1B756dK0tLsnvvEMbxliGwX7bR2rSzexbejFuEgttMnnuo5MFCigLllZv4hn0rCg1CV7gQ3REoxuSUceYBwPx966DxXbv9u8iOTLRMrKHbg/lWN5kK3EzRSRYSBgrA5O4noR2xSi09CVbYt2LW5G24c+cXPl7zlZQVztPoferSWtpc21y4SaBDs82BD8gJPfvWKmqJGY9PvwGiOMupwY26Zz3Bq/HNHbSPE00coVAxMcmQRnoc9R3rOpFrWIpt9C3bTjRrmzKyO8KzH77bgUwMcfnk1qiGG5u5BDOIrVnAW2V9wduxB9PY1jTqHsm3wZgiJCMoxtz7/hVbSY/seoRMtyy2zlRcI3IUHuP8RzUR95alQfNubCqq6iLQS70A+bnGT0/DntSaho+NQkjZY4kVgoMcmUfvyDnkVHe/ZotRkhW2+zyufNZXJYZz1D55/IfjUkDedexurbmUkkyoDHk9yO9JxLcVsaZ+zW1uwg3xs6FXEsmSCevsF6fhWZf26WkECReZ5r4aaQco57EEcHr+lXYvssSEPZxsZGKogkUIwPB+b1/XnvTdXNqbOBbaOSAR4UwAKE6secc8ZwDVU17yLvaNihtymSM8880oBBpPuR72OR/KqTXhW4Ug/ITjFei9zBGjdsVs41PUyZ/IVoaHJ5MDcZcvgA8ZwM9e1Yt6+9oVDZwhY/U810+lwiPSYzKhZJHLdcA+gz9RWNWVomlNXZJIBPEEjZ1QfM37w4JpFtkkjBLEA8AyMGLDpx/hRGrBWRI+GU/KGxjHvk5q0lpC0Uey4KMF/5ZKOSegyfSuFs6kTxG1Fs1xcSl9jD5UQ5OD1z2GKzW1W6mvnWLRI7hukMlyqKvX72QRgD1NWXZSHtpYY95iO2VZdxU+uBhf51Fui0yBFums4bWdQyySuVMh6Ele2MnjPeiLuJmPqHiG/cPnWhb3MaNGsCAeSRnPBXAPPFZMt5rQto5zrGnKu8ssMRAOT3Ix7+vQ07VoNNg06OZbS3vUZ2X7VFGyIzZ6EZ6D14rnZ9TsnTyBpUIIQqHErqR77c/piuiMTnlORc1Ce4j3G5uYpHaHYjI2VIHGOBxVDQZ76zuD9jgWfzYl8xWxkKH4x6dO1VZgioqRDkLkyeYx3D6Z4pFkX7SsgWQoI0Xhtp49OnWtltZmXN1OtvdZub6O4+0WKQTGbekgUZ2ngg8d+3pWUrIt6SUYLnAB69f5VVW5hcp5Y4yDznJ/Cn2rObly0m9iCpBH3D6URRblfUpa0G+1qAAQFzxVzwtqgsb6BG+WN5Ajlu3+c/zrHup3nu+oZlbG72HH86dbFt7E4P7zPtxTklJWM3udppEe3xVeyrtKxs7hgO5Y1o6RdG68QlXYswuFBJOckCszw6xXT7u6m4LHBI64zS+C98mueaOgu2fnuO1c0N2zSO6Lvj7dH5RYEhyWPPua57SZVbVIGjiSLK4wvIxnvW94zkNzNp0e3PmiT8wT/hXP6K01vrERKgMQR6jFWlaAqm4zxPLkRjO7Gf51Rt5ZPsQ2Ko29cir/id182FghBUZ6cE5rMs3kuoZ5WG5iS78cLWsX7qILUSK+lXNwowUwFI65I6VqxFxpkEeAEVXZW9fX+VYNgJHZYF3HzGAKjvg8V2moadJaWIjlt3VhExjye3XGPrWc5JPlCzepjtdq9ukijjy+TnvwKracFt9RQrgEyfPnvx/+uqlnm8iltkY7m5Ge2f/AK9aFvpl9LLDLFaXG2J1852GF69ieCPatErLUtanZ6lZBdFtrwL+6kmVChPUHvWEBEtpeJDKS/mtmI/eB6flXVxNpv2KG31srLaxSDYkMhUqe2cdfzqxL4m8NWatBp+juhbhmL4LemTUSv0K9TjtI8J65d2E0yWZEE+6Jg77WUY4O2orTwvb2UaCR99zG6xSBTw+cnK/SuwsPFVrcXM9tZzBbh08yMqcgMoJxk4zxVe4V7pIpbV90JImZe6t0xx1HP61Ot9QaRS1HQbfT9SRYmn+RwyNP949M598VzGqzrcatdOScIEVT+H/ANeppfEGoX2qzT38zShSCd3AAz82B+FZ9uJXvbgz7BmQs5A6Y4A/lTa5Xe4r3Vi7pVgMqr5LHk4HT0rpvLg0aweSfHnSEFs9cnoKv+HNLtLPTjd3kTPdSLvRCeIx6n+grnNVvn1Hxna2DqVjUhwrfxHHWs027su3KjOu4pVadZD8zNkgn8TWbYWdzdTyvDFv8sgHI49MfnXQxyCRLyfK8hiM+/H8qyoSunOI1d90uGWYD7rdcEVUXpYy3Zea+vdJgkQwl7ZRu+zyRttU/wB4Fh6+lc7FI1zIlpBHvZnB+Y8k4yefTrWoluXkkSSR5FLIFVnJVlJ5IOeap6Rp0x8RQwBHQtKXUc5K5pxtFMbuzpdanNjp1ja7nfam9wnU5+tYk9ut1HNuR9k0QcbR9xiMkE+5rd8Sw+etzKQrqpCjPAwO1cjcF4tNSM253AFS+d2AD7H6URWhTRTgXEZEilWzyMdKK04nt3gj3wjcFAJB6+9Fa8zFyl21BaObczHY4Uc9qtwlkzh26DvRRWTepMWx6zOGIOCACRkdKram43BhGgaEqEIHI70UUPcrozMu41hv5VjG1ZUO5R04Yc0qnZcxgAEGTGDyKKKSMUtTblP2ZE8vGx5thQgYHA6enX6e1T3RH9jsNq8pJjj7uMdPzoooRNTcrPK62cSg8FFFW71h5tpblVMRQfKR79aKKl7mtP8AhP1OIvy9r4hvoY5GCeeQeeo3d69N8EjzNWuHPDLEoBH0ooroRMvhM3ViZdYmjY5DnBPeq954c0/TtOjuoVkMjAZ3tkHJ54/CiiuZfEzZpWOWuUWTVSXUHIAx2qHTpNup/ZtqtGJAo3DnFFFdC2MzqrJy6QI/zI7lGQ8gjI/xNWruwtNL8V3FjBbo1ttPySZbGV5xRRXO92VT3Gxx50ZJ2Zmkji+Utz0OBms9ZpIYHu42KyKgBA6NuJzn/wCtRRQjWW50mlWkF6oNzGJHjIw7ctn5ec/jWZrmW1m0lLNl0KFSxI4yeM9P5UUUofGN/CRgCX5H5UVnX0ao3yjAoorve5gizsXzITjOVTNdOyvBE3lzyBRtXZkYIbjniiiufEG1HYkFzPbQxWkcmUacKzOoZmHuSK17UJc6lJE0aqkcQwq55J3ZP14FFFcz2NepDpsks+kzGWVn8u5MSbsfKgGcZ61UvYEn8Oalu4PlKxYgNn+L+IEd+1FFS9ynscNotzI+o7JS0qbkRVZ2AUNIAcAED0P1FWNZ0+3nvtQvmT98JnfjGCT9aKK3RzzWhhw3sjKSqxp0Hyr2/Gq+7N86OquqhSAw9Sc0UVrFanItyCeMPqIbJUcEKpwBzWiqCNyB3ZevuDRRV9TboWGiginEaW0KjaSTt5JrGU7r6cYAG8nA9qKKCWbNtcyLpkiLgBlJOPqa2PAyKIY2AwzO+W78YxRRWEfhZpHdEnioeXqFmE+UNkHHuTWBpcjXGrLu4wQBt44oopv4BVNyfxAf+JOE9ZB83esu1QQaRqTx5DtJHEW77ev9KKKpfAiUdv4N0jT7fSk1FrVJ7kthWmyQue4AxWx4iupJ0tEcKcKcHHI9qKKzeszToeURyvDqjiM4AOP1rR1G8uXnBaeQ4PTdx19KKK6H0IRtGZ7nTEaQ9WUEDvVMTumpToD8rKowTRRT6DHeHMJ4rs0Cja10IyDyNpBBH61u+GZZI1aMOzJFdGNVYkjbuxgj6UUVlV2KRHr2nWyeLDCqYjmjmLAeqjiqnhqFLiTzJhvZQGGfX1oorGb0KjudX4iuZbXQ5zE2GXHPc59a8psZZY9QluFlcSr/ABZ564ooqqfwsmodNayGOxlRFUK+1G9wQf8AGsfWJ5BdQRBsIsYAAooq6ZK2KukuZJo5DwUlVQAeMZrtdGto08USuM5S0Mi5PQmiipnsxxKmqMZNBlVjndnJ/GuNaMLYJyTtdhyaKKuOxUh8MrpEFU8UUUVYj//Z", "path": "/data/wangnn/datasets/waterbrids/waterbird/077.Tropical_Kingbird/Tropical_Kingbird_0018_69619.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 4490, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/077.Tropical_Kingbird/Tropical_Kingbird_0018_69619.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/077.Tropical_Kingbird/Tropical_Kingbird_0018_69619.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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I7O9tEuQXtbx1cjJyOD68ZxWvQzaszd8RaxHoukTXLcvsIjB/ibsK8l1PRG0fxBoSO6SXDqLiZmXgsz9/Udq7STT08ReMri1fzf7P08DzAJT80uOD14/+tXKeO3uY9RXUXnjfF00MJ2/NtjABz2xnP40OyQLcs/Eu0jt9ahl4QywqxRB0IJBx61Y8D30OnRm6Mqqh8wyRbx8wG3BAP8QGenXpWX8S9WS/u9MBheK4W33SgkHAbBGCPxrovh3BYzaTaia0iacvKwdkB3gY6H2OOPeoWjZT+FHU3etQ6ho121rC8kL2zkSvhFIIPPPOPwrx7T5dvhDXTHHC6mSBGZgQ6fMTke2RXo2o6Zp174ihsoWCWcTKbtVHyRsT8qexc9R7D1ryOd7iwn1bThI3l7/LdRjkJJxn+dN6BFGPcjHlAkY6iprGRBdJkcAioLo4MWTyOPwpLZwkmR2IrFm6NGOfaeOF6AVoW06u+3PB6H0NY0ZzOEBPLAfrWrfBIrwIg2jaM49aBrc3LJvMJR/vA8V2vhqTF6UJCsY2AB57Zx+lcDbTKUDZ/eAc+4rr/C1yq6jDNIPlXPUf7JFC3Cex6NDbxJCkqja2wEleM/WrK71HOG9+lVDdxyWsLLyHKgBTwDkcVerU5jPmIOsQZOMITj3rQwCOaxbq6j/tm0DxsoOVyw69q2f4OOKSGwyOmagvNxtJwp2ko2DnpxTNspnfzHKoMFSvv1FR6oGFnJJGUDKpG5+Rg0xHFa9em8sYLe6jwsQIEp4B6cg1zMd5q2ipDeRp5ttv3JvTK7h147fh612XiT7MmgWojXaQwB4P8S5PJ9/SsfR9Km1jTrllmKrC4WFS2EGRycdzjHtWT+I2TXKR3Xi211yOQrCqrJ8pjMgD78AKcHqMjt+NY/jCSR9LgDxw7o5tivFKrM2AQzMB3J/AAcVW1jwxdWjfbLRirM2+IAYMg5JYenQcd88VQHiK9vLCOzmRJPIMsjeZgOWcYyT34LU76CsuhzV2smN5B+XnOarK4iux1wVKEe+PWtFxnKE7dy7T9Kyg2WjUnByMgexpXKNe3FuBZQzOywMwec7MknJzgZ5GMfnXQDw7Zm6uXvybFLm1a4snUbEYjjZhs5GSCOelcbb3g+2RrcL8ikhwi55B44/SvQ9dtLfUfB1rdxazFd/ZAvl25IL7nbDIMYPTBxjt6VaM3ucZIj6dqs0eYP3OWLwH5cKcMUz97ntV/XbKwl8OLrFvdXH2kv5aRsoXLjBZlwAuOeg5HBPU1pWeh2mr6H51hGZGgQeZdP8AKiTjLck8Y6Z9qyA41C5nuVto1tIvluLNJCwaQDDMmeCSRnHtVXfUV0M1W4s73wRa3sUkxmSUQTLIdyxttJ+TP3QRj6nPpzzGjQzPcSmKMMPIYvk9FABJHoa1tf014tMtNVt3tjp10FTED9HUfxr2bGfbr61X8LRh7y8X90SbWTaJD97p93371Ld2Ul7pFNG9jq0F03mNDcnd5kmcN03AkdR0zXZ+J/s1lbTJu8+VEVrSW2JCRjILHGOvI+bPt3pL/wAIXl14Ri1GFEJUfaCc4HTlTngHA7dazpNUsp/hvl5FGo/a44JVCYPlLkoPp8v1JotYTMLRzjVrXzcnZJ5h56t1/niux1g3V9cwRtbTosI+1yrHEAPvAbtuOeAeT1xXJeHtWfRtVacRxyGWMxSGQBgqtjJAPGa7PTrqW60/WNQltrrULPyWghkNwcxbELZPTKjOfamrEyPO9Qu1utSmkOctIxI6A8mvUfBOkZ0CBjcfZo9RkaO5yPmeHICgZ7knj8a8lCFpADjHWva/Ct3eSaFZxqrM0aRi3MwwpBUqRkDgg889scc1VJa3Cex2OnFNO0/7RqNwCtoAhA5SJh6j1wRyfWs/xDrU+paWqfYHjt5JN25yA5UDIAGep4+g7VNp9lGtjHa3N5JNcXBaR4W+VPMGN2fcYyM8ZqS20RbiRY7u8laZkDl15ByeD9D6e3PU4sgwbW5vftVyZibhYolFvbXALCQP90kjBGcjkjH5ivKPE9zcf8JDfefsEglbzBH93cODivWNbv7azi83Q4lk+xbXluJG+V2ySFP94g88V4nKxv8AUHeYsxkky+OrZPOKUncqCOv0y20pLRBd3JjkJRDHGAhIwCWyRk1leJ7HTrF92n3RuEkfg7lIxjPbvnNaTQaXGLmUXJgmSfbFCZCXVRypORgjpnvWB4huC8cSmPy1GWjcpt8xSPvVnIFuZhZShTODnj61u6NqE+9bkPDbiEAF1HOM9x3xnn2FcsgL4ByCWyD610Og2stxe3Gnxh/MZTnau7jqCfbPU1MXZlSWg5ZUtNSuLOGR2s5pBKkjYJPv+JzxXpOlXllaWLQXsMYWfakaQQ4kZWHUE8gkjHUV5zrliFtjMgdLpJMBVQBD67fy9OuaZa6qzIZx8sucPgAZI7e1aRlbRkSXU9J8GWtiy31xJcXcISZoVMLDOcDGPXA3ce/tXC6pHD/a9w0RIgBIRpOrDt09SKt6NeOkU5aZ0MoMa5BKq7DlyenC5/Q9qosmJHiiPmZBUSHIIwc5Pp+FOcgRbijN9cArENy2yOdjDYp+7l/Xtx17Cuhs9KhNuJXkmvXaMhmiDsISOVPbH0OaxvDDRrM0sVuXuYoxIrYGPlbDjn1BxXW6r4zhurKa1s7cmWbAdZFyIUwPmRs9Tnr7A0Rta4WPPPEd5INVMduZGSNFXdKFZmPXJPPr0FFMFoHlm2MCokIBIzn3z3opXHcpLfCKILDesM43orY9+MUW2oXc1xI8crqbohWkzlgnpkn8cU6906W5mlto1jZ4Y2kLIuSAByM96uRaPbeTgpISsQY+WxRxn0yMN8oPHvWCZZc1yW2S7ht7XEtpbAxpOOfMkYBnJ/p6Vk3nnGyaSKLAAw7AYCj0+ppI4GifzA7vGBuIbGScfKBUDvPHFIzXH7piGdCcd8DA74z/ADq9xLQjiieKGKR+FY/IO59/pXYfDa4ZPEPlRyLG00DoGY47Z/PiuRz5sJYhcxjB9R7e4qbRZmj1GPYAWyQAxwM4oTsN6o+gbnVW1Sykgtrj7PPbyKZJwQfI4PGB1P3v0NZlnqNloME0U0sE0EV0AzNOA7BvmEgP8R55J9K4Gz8RyxRwppgjmNrE7ymZdse5hzyPvEnnB71hPqDS309xqG+S5IypCKcHsMH+H29qt1FsZcp1XjzWr28tpmtUEenTjyo5Jhh5huBJCkZHOOeOBXnGpxk21nOXXLKyMoGNpVuOe/BrqpdRXUljk1Gb9yqlImkBOeGLfKOo3bR7cVkX2o2kng1dOktv9KjuxNHOP7pXDqfxAIpN8xpDQp6BfHT9dsrglgscyFueCp6/pmvbfDmqWkPxD1uKNnigkXzPL3ZBZR839a+fdx2qc4yvFdFHcNFEhjLAzQhQSck+pqVKxU1c9Y8NeNbO00nWLyWKZ7yaaW6UCE4YfwgnoBXJeIbu5vvDtlcTLbxCOYgwiTdKzOCzOQegJqlp96Z0/si0R2+0Oq8M5UdMkDtjHHB7103i2yl/4RRjZX8N3YwOnmBbUIyMScjcOeD1B9avRoz2Zz+u6ZNY6Bo13LIZftG595OeoXAyeeBxjOPTFbOifaofCVrc2MsjX325oookl27SV6kf19KwL7SDbeENN1Z53dZnK7QPkQDjr/e4/lVnwOty/iG3mggMjrKPLO4KBlW+U5B5IB59qT3K6HpXha18iK8hklS82fNcMVO+Td8zE4OGOeh6gCvJPFtt/Z/i2/iEnmoZN6yHqysN3P517haQ6nbIJktTOZWLPGbsDaScY+5zj+leMfEW9W78UtILT7MyxLE6Bg2WUkZGKJCizk76RMrg9QT9ajSTDYPcZFQzvghDjK5P4ZFMLlWC55HFZs3WxqxS/v1b6GtS9f8AfrJ2KjBrm0lII56GtqWfNrBxz1z+FHQfU07WQvIg9TXZ6JqCaXcW+VEmxwZR/snIx+tcFZXQhYNgF/4fatWxugolaR+XB5POTSHJXPatOnQaVasFxCZAOT9w7v5Vuda47R/E+lx2awyO6AuCA8RHBAJ/Wt+PXdOaVEW7iIcEq27v6H0rVM5miLVkUXunyMcYmxWtg5ByfpXL+KL6JZtLbzB5by5JB7ZFdEl3E6OyMGCttOD3oT1B7Ehjy4bOcdjUN3byTxbI5RH1BBXcCD2IqaSRUUkso+pqhJrVuFBiYyAgEsqkhfyBpiOO8Tm6Xw/bRGBhbxyBd6yZDEZA+XqDx64rG0bWjY6LqKRSBncg+Uf4fVs4/DFbGty2c/hCdot32wzZw45Lbj26Ywelcbpl1FHFdWtzvkinQFRnqwPHHbHNYydnc2SvE9IfUbuPTo57W2tysZ3sHkBCk8BSR0IB/SvH9Yjle9kvjLEk55GOEkGT0x6nOPauhmvp8/ZonNvGVAYW5OCACCW5ILY7D1znimtptokccqtEWmLqqtFjaU2sD16YyfQ8jvQ3zMEuU4t5IbmQtAMb2LGMjlfas99yOXXO0dR7etSXAhW5E21mIYswDY3c9B/jUb+RIxZZGMbMCHPb2IpjILwBP9JU5LNhtvfjg11mgWsOppAqRIJ4FaVJVjLu7D7qsOhQAMSPTPOcCubvbcRobcAjKboz/Q/kfwIrb8G3r20cclortemYY7psGD8w9ARn3pxdiZK428u9Q03+1NJuVW3N04kaNYyoY53LsH8PXOPTAplhqbaDM1vNaRS21wU82G4XO0jhWHIx3Hp+VdFcWMGp3tpqmsRRNpX2oQXEqSbfvc7yOoOfmJ7A4rA1fy11MW1zdPeae6IPPQb3hjB+7/tbVPb1FO/UnTYwdbuhciSVYxHHLKGMSDahOOu0cBvpVHTlsHkmE5KfJ8uWIIbI+6RwT9atXzF4omi3SWUbvHBIQF80LjBKk8HGM1X054or4Xd/btNa8mZEIVsEEAgnockflU3Ktodjp3iLxHFoaWrzNeaVCDHIFXc0aDGd69cc8E4HvxxzviCO0h1qX7CAtrIyyooRlC5GduDzwc81a0W7n08yLGHlgmGwoJNgkU5yv1xnH65HFZl9EiXaJBcPNagkxbwVKA9QauT0JRaSH7Pp1vOUBaaQkd2wBxW5FOLPwbeB7m5jmnIjijz8rKSC5YdR6D1/CsSJJp9HcxxMTb7WnkJ/1a5wAvoCSBj1BNdV4o8Jf2V4UsNYa63/AGsqFi2nIBBPf6frSV7C6nDRxhpSC2T24r6F053h0jT44yuy40yIu0gxhlwAfToT9cCvALWJVl38cISM9a+kn099Q0OCz4Q/YYjEy9A4GRwe1XT0FIbd6Ol5fXsKyqHVlmij5AQsMbjjqODx05NaEtlHBpk5tkSOTby4+ULgYxxzgDsKx9Fvnvru3vZJFgd7b7PMrHhpY3AbP0B4PvXUXDp9lfeOGUqRirYjyzxDpS+HPCrzxT+WZbbhlUfMzkAryD2JJx6CvMPD+l/2jqywtdJbIkbyNIwz90ZwAOST0xXqvxhSOHSLECcpGZNkcS/d+Ucn8OBj3ry3QdTl0me4mFvHKJYGhycfKDjJGR7fkahtX1KWxv6hp8Vm9xaTm1upXlCCZEPG4KdxxwwA4A5xzxXM+JJkuJIXinWZtpBGwrswcDOfUDtwOlb9trWlpfyMVaOVI1Ft8u/DnGSy/d4GfxNclrFwrTgxs3KgMSQST3PHQe1TLfQlFeyRnuIwTw7hMcDr710umXEmh65DqguAgFwbado3IKqygggjkjBP5VztiFa9RHEm0HJKDkY74q8yhWkSOVZo2bByPQ5Dfz/KiOjuxs3Nbkb7dJKylWb5iDyAcg5BP54rCuFVbo3IcFG5lJHGex96mMs90ZHuGBdcgehIHX+VIiu0bq653Hap/nik97gOhdnZUhJ2HGD3J7n8qs205hhC/eQSBlXoSDwfrx/Ssq2kFpP5L8K/KnPI9q2EtWewluEKsEBBGcEYwcj8qLisSWd35WpGOKQ2SyMdzbTkIxzwB+ldF4at4YkvZLm3M0ESspdxuC7cnPB69AOCOvpXNtcy2erW11bySEbQYpFKqwI/QfSmR6gw07U7mW6USzMMqj4Dbv7y9Bxn86pWQiKPWltk2COBSSWO5dxyT3NFV4ZbMxL5pd3xyTkGii4HRaLBaJpsmo3F08bKhyoPXnpgck4yce9ZrQBIZTLHcIZWxbMW2gr0HPfAOPaqFtGZVijMqqkhIRz046g/yq1cSXEzR25Gw52qGOfYtzWRZUuWKkomRCh2llHU+taGlW0N7omtYmeN0hG1NoPmYOevbtVW8sktoYvLckltmB2989+tMtpngeZIncoy/vAnUD19/pTTApWbA8suTt2k/wB5adCPInjfIZScjjqKjZys6hUAUdCPrU+9H8pTxxjI9aYzbMd9CrRxZlVU3FIjuAQcgsB2qnMl3dx/avIdhjAlVDhue59a11aJLhLiF9yTRqhhBO3JA3bj1AJBPHSutv8AxRYp4aTS9NtooECMdqPuG8cgqTyD3zS06knmqpdS3MUjKJWQkeWy84A5yOuK09F0uyv9M1oXKHzIbJnixGzbXB68dPqeK3bfUyviA3ywW80C27bxI4VRuAAy3PPAyOTxXJR3pg1C7bLXBmV0IxtDbvY/zoiytWc7tJI+U+n0rsPD0S67daNpbF87jE5jAyqliQR69a5JshHQclQBn3z/ACro/Dk4s9Rs59hEsU6gruwCOnXsearQb1PXNNib/hL/APiXYuLT7J5UrGH/AFUnG8L/ALRAzz9K1/EdpFbfDvV7RE+WCJgcn0IOc9zjBzXP+B9Wgh0eUyxxLMiSzFyzZkYn+L3wMZrA1fWV1Oy1MxTG10+RC8fluVNw+0cEE/6vqfUnpT5okWZAlrf6h8KridroJY2E+9IFXmUkjcWPtnj8axfDFxN/bunqs08UMs8aytE20jJwDntyT+dUY9euYtBk0uGWZ4WZjJCCAgBwf6VFpt3KkgVZTFDKyq6xnGRuBGT2weeMUnJXuVZ2setqllFPPban4gvIAkzFBPOEZDyMnH3uRnPoa878dtpkl5afY54Z3CsJpYTw5zkE/rW9f2+hNZRS29riQSBJmmIfex/2zyM4PWsvxfFoqaZGbN5VC3KgARLsClecEDlgeo/Go5uZglY4S7URyqFKtuiyBnPX/wDVVZWOEY98EGrN4U86IIcjBwSMZ5NUVJEY3HvimzWJaDfMWJGM5NaXmYtI+eU5P51lBskqThep4q9DKHgkRRjGOT1NIci4j/vFOeMcVbt7vy5VfggE5rKE2Sn05qxA26RTnOGHHr7UAe3eH9Ysdc8Q2TxQ/ZjHDte3fswGBj1GCK7DUdMs7q2dJLeIblKiTaMp9K8y1byDcwQHdDc2kK/v4sb5CW4J9xz1rTj8T6jZgabrSCTef3F4hHzgcc+/601JWMpR10MjxDbjSrq1jjkMjCQnfncjDIwR6dwR7e9dSl7LYwW7ahpUckJbe1zakuCB6p1zkiuL8T3QMQnVg6pIqYxjAIJ6flW5BqT3csEMi+X5duPMw27fk549un4CkpWVymrnX2Gs2N7df6K9tLb7GZWwFIIwSD6VLaX6b/saQlSX3LGT/Ack4HsQR+VcJq9qs00VzEPJvCB+8g4Y8Y2kdD0qpe+LtXjgiW4EUQMJha5hX5yhwc7c8H/GhVLkuHYn1fULy40caYbbclvPIJpOBufeTjPbjrXLWs3lXKo8mS2OVUkKOOg9ferSXUYs7jZdB0VyyrsyuSO/cHOazElRm82VCjchWT5QRjp6YrO7b1NUrI6C4kMahZLkWro20xqASc55Pv8AMM4/WsO8vnktGRC0aKfulic8ep5P9KHPlk7W2yMAxboAvsCc9qpXRCQcs+1uArr0zyfpxVLcnoZE8G9+GxkZ45qCOExMiSFiJRg4GAG9M/SrU/kbGKsemM/1qGR1DKAOCo6HJHv7VVxE91p0sQQ27l8xiTyycbRjnbn8aNEy0kkMMkcW0Fi0oO3GO/16fjzxVaCYKfKlDmWMYJz94HkH/wCtVmz1Q6XrkV5FGuVjIKjo2QQf/wBVC0Bm1FMxt0tdTZvJAxlADyeMg+p5PNc/veRnWMrsjYgO3DOAePoTXRX81lf6dFN5n+nTNlAq7YQvqPfr/KuYnkitXZYiZPMGeRnkEgjPftUoRVvEjNpCIY2jZCVmQd3H8XscfnTbdt1vIqAMCMBiucDNTODEZpnJVpV2nOAP/r1WtJjG88CTbI5UbPTkjnB/ECqA3/Dly8MEdu0ayRs6swZQdrYIB9xjtT5V0zUPGlzLHbmLS/nkEO7aAoQkgYz/ABdPX8ab4atrmWe2FpLbCRQZgGfacRgkg8H0PFT+DbGHV9blkvrdZ4Y42mMTMVEjk4XJHTqT9Fq43uRYy7PUp9P0++t/k+z3cao4ZdxyMkAehHNdV4p1x9R8EeHrWXz9yoXLyJtVwFCgKM9sY7Z6965e7tUbTWvElQxiXYqHg8kkED8P1pkz+fp9nG9yWEavuVgf3Z3dB9Rzx601LSwFeBRklH+Xy8ZHuc17zFruo6e9tBNaJuaxh8qNCH2kHvzk/wBP1rwBJgjBlUgZAx1P4V7HpLX4uvtljYhHmSKKGRbhJF3EFjgt6jGQf04qosTNLX9VOjan5YjxIbiG9CAZHzKRIBnqPlz+NXNR8S3N3CEjcW7zTIqxgFpUXfweOP4e9UfiSB/Z+nXU1lcRNFJseVgpypHTIPWsfT/Et1pg063u7CQyQliY9qozgJhdxyMt82cnse9VzdybHN/EnV31LV7NHWVGithuR1+6WYngDoMAfWqnhbV7fS9M1Qz2Mc8s+2NJHXhEIIbGeAeQcnjisXX5Wu9ZuJnZ490xOx+WH17UxIRHbIwdzGeiBhnknn26VjKWtyie4uhOj+Z5fms4LFRtVeAB+gBzzWHctid2lQbS3y4OSfar037uYxkg++ciqU7YBMQJ9B6e9JNMSLGlXSW+rxyMG2jO7aAcj8eKtLA8zylVTAXeSVOeD2xVC2VShGwhkUc/jWzYyotvOryS7m2rwfkI77gOvbHNUwMg7opY51DAH5WOc/LVpblVnCoDuHChuh/GkmCyXDLCuYmYlVHU+x9PWoppWhlQSophK4QkcAj1ovoAt5bh0iXCxlow+d2fmGcH2rRstYNxpv8AZphWOYffJ5L5PUeg6VlhVWNSWLkEfL+GetTSxpOqZIjlU71K/eX/ABpDLtxCY47WVo45IpPm8veMNg8hsVX1G7M2mQ6fHDNHiRmcHAUqWymABzgFuT61G14U8q1uduEJ2SA8OSe+ehpLpFfULZWX5ep2nBI9KpS7CCRDNK5RsoDtXGOgoq1FYzFP3edoPT5ePaiouOzC0bZaXLoU8kKqujd89x75GamtZPtdwHZn80IFUv3XA5+oqjp7KJlMkfmIvJU9D7Gr0R32yKq4MYDI4GfmxyD7H+dDKDU5VYRwBgyK29j/AHT6Z70mlvsaQBUZpGUBCOuc85p9zDbPp6NDlJXJ+TdnA7g/jVOGTyZd5IBxx7GkhFG7LC5kOwR/MTtQYA56YqTbh+OlMv5POu2lDbt2Mn1NSbgY1YDsOoqugHR2sU1tp8WoRTKq7tkid+uePWoriNru8jWIDJcjByuCRwT6cdhyaNI3XMIiLeVHu2tNnO0MMEBff17Veh8uATRQ+WUzvXuVxx17/Ws29QItEkXTpXVolmnR1WIyj5Y25y3t0HvVGSeIeJVk4lRpRvzxuOfm/M1Nb4nuJgMAE7lJfG38e9UdQjW3uUCE8AAk9vehbjuUdUt/sviHUUBQqkzNleR1zx+dQWsrDexYgswKjHU9BU+rTW7X089shMMiqAW7HAz+tULZm+0Kx+ZiOAT+v0q09BnRm+2wLDe5kcRmJIlyqj0PH3j354pSL25srljJHBEkeZQ/35O2AO3TFP021Z7iTy3zcsvDrxhf6VYliSCO+FwVkl8oujeh74/EVA7mPaQSXGnXBidAsQ3FGHJ75H4VHanJQPkKSMbRk/lU9i4Onzxcglgcr/umqtlI9vJFKrYeNwykH0IOaoZ1CTMbZkMcNujLgs6FnYjpx2P48ZqhqluptLt/Nlm+zbdod8g5I5K9uO1bNxI01vJd+cryZ3yDIyM9z61zk9wX0y4lmyzynhj+Qz68VKWojCuPuxMME8j+VVMMwDccnA/Ors0LLFHyGO8fd7VU+UEkdFbrVsqI/OW6496vWOMS7xjKjH51mgfLznB5q7Y5a6VAT8wxxSW5UthQ2DgHpyantVae6giJZN8oAI6jkdKpyZhkkDAhkbaQRWnojF9YspM4AkB4Gcf/AKqGFzsCuqkyxG4S7MK4PmDDAYzgN61LdavqGoaWqT6SHUjEc0TfMGAwD7//AF6ZDcKLmUETHzGwzL827gfn9KnSG7tlaXbITuwQF5C9j9RWaYjGudSWbSZIZQ4uN6sxK9ccfhwTXQaRcLPp8TK5WZUBEhB3KQFGRj/OK5++RrqLzYAfNSPbuPVvrVayaRoUYSyQ3S/MDknd7EVe6EdbdXLJau0xbzzzleAR/eUdumKdHL5ksyzRoFSFVix1jzg5/wB7gc/X1rCbUZisa6jG8UgyIpRyPetCDVk8iMG33ylcP8+cnPXHcVPKDdijNGl/dXBKLG+FJfHKkAg59Rnn1xXPee8E6hXKBW5wff8AKukuJhHqLMoyJYlkKA98kfyrl532zyqccscgc0JajuarukuoF5XldYwuCOCQOmB3/D3ovTHLGH8xnCLljJz74H6VBFKHUyxISu3ClTuP/wCv/PSq8rMilMtmMcK3bPb3/wA9qq3UW5SuJSikM+5s89gDUG7eEyeTxUE80zD94OnTIxVy2sWZPOncxrtDBSOSe309aYWEu5HM8VxuXcqhCB1x0Bqxqll9mtLO9WTDMzKCxySAOePTNMSKPc7AF43XBYnGcDsKz5WnksxbliRGGkQkZ+X6/nQhMuQ3V9arFHiOS1cjYJPlHqBnsM846ZxTTMJcBAfOU5dW7e/pj6VLYmK6tfLlUgNDsy3qM9P0pRbLeQxxcpPCpG9cHJ9fpikIr6pAcwHzVLuhyvpz0/SqX2RpI3bHzICSc9cHAxTrmR5jbNOmwopO7sR1yPU57Vaiu4vMRURdpiOSGzk+mO3NA+hDZ3r2tvJKokDAFGK9QWGOPwzW94I1kaLfXEpuY40mQxurjkrtbGCPfHbv7VzNwViygTbvbdkHp6D+dWbKOM2lxO+SiuqFAOQMdfqKq5LRoWghkjjjOZAE3MD0DbSDn3zzxVCWOaBmSUYZcZDds8/1qxZmVEAXKOASjjjjH6cfzpmoXS73ZwGY4B+mO9LUQJCJZbcOdimUFmU5KjjkV6lpt1LaWWraxbsWgEpTYvHlNsAaZcEhuOo5JznrxXk6fOEbcCofJG3oO1dFp2sz2yT28QBjkIIyctkYGFPeqUmhHeeJ9aj13wmzRuQkEaPnIKyEvjPHQ9fpiszVtYsdbv7ac23lzx2CqxjfcQR7ZHbjrzXOatdLEYJLMlFk4ltc/ICeCQOoOeaz/MlOjzS+arSh9hJcgqoXB+npzS53YLGZJMJ5GcsWZ2LZPuau2ty8EErxwRMZE8reyMSD13Kex96w1WVCEC98ccVoqwYhVY4AyBnIzQSyCUKYJJdzFicEEYI/GoY3KH5mBH94+tWJJU+yzqSd7KApPRuen+fSskO6SnO4HHQY5oS6ha5qrM7RyIF+Q4JyepqWO6HlYTgMOQe5qKyikNqZCo5J4JxmpIQBEyiP7o5XPPWncBVnCfLGmSRy/QilCi6cxuN20FsMcjA68U3bgjIVc9EzyPfFPS48tzsATHAb1z/9ehIWpXR3tVEbbmtgdx6ZU9PxqYzIw2qpkDDCjGc1CJma4Kuu5mz1HfrTWH2VyV+ePqVBwV+nrTDcf5BkR02EeqOM5/GmxsYJlSPjy/u71wzH1PvU09yJXSbbuQoDxnBqCYmWQgZDjkZGcMe1CBO2hrQasI1YMoD7ssJVG4GisUQfasvhFI+Uq74II7UUrIssQN8/kxku7/LwcdfetWK2vXgaN7hYdgGUAzxism2LiRVQhSGHIH611Bs3MDS+fKWB+Q8Yb1FKTAw7qzkiGZZyzbux49iKW0jjEw3RK3yHrzzU1w7RsyMwO1fmH17fWoFAWMyklk2nBPU+x9KSHYgvUQTBok+Q9QB0NIp/cqDxgkdabKSY18sExp95z0J781DtxjYQR1OD0qugjUtZXjjYKhOMflV6OCaYFR5Y2qcAnr7cVlWjruxI21TwTjOK1F1BrJ4ygZQedy4OR6j3/lWcl1QDZLOa1mCcSM0edsb7Meuar3dmYUxI4ZnJYADlBnjk81K17JNcGaM7GdmGGXPBH69KHAkgVpJi7nJ65Kgdj+NEU92PQx7s5VRkt3wT27VXtR/pCtuTOehOOat3mD1bpkY9Kocrk4qykdfE4inDD5XKjBB47dafeBTDNcjDB02FRwFJJ/w/Wsexs0uJ44/NdGPUhiAc9Ku3NnLYtcLHebo1IDB1Ulu+PeptqIqadfGC1uIVOFZgTlfYj+tZ8Uh2L2BYjpUqO65LAFM9V4xnpVcABACCJN2RzimBtXMpkSNI3CtKAvXlR3/CklZFt2VlyOgBb29KqwAtIXYY2r8ob071SkvpyflBEeR1Xn600hMCIEjYSPtLDK4HJrPbgMnoemMVajUC6kEjK2RxuOT0qoGKiRscnb1+lNlxY7OcdfT6VPbymCdZN2CDnI7Cq5PzcdMUm/JPsKkvdGxrEJe/jWE+Y0yA8cZbOKr6WJItQjhEvlNv259D/hWnagTpYXQH7yOOQZz32/8A1qq+H4ln1XYxY74yB6kkf481VTTUiO1jq7S9mvXEDqEnX5hlyoY9OB0P0FMfUbiBJ0jKuj/7ROPpRcXdveWQ+2zf6TErJC6qyhZBzuDejfp3FYnmMVw3Bz949Cf8azjrqDNBJ5V27SVVuPqaz7W9ZbqUyEg7yFPoR0watR+ZI585lG3kbiMVnQRRm6vIpfmRGyCn8xmrjYR051C2nsjE9sJGxltvT6k9azBbmJBcW0oIDcwyDj8D2qhDdyLIYm6kfKwP3lrRt3HzHCFVwxDAYzQ0K4ye+jkkKyxYcIVCn1znr/n6Vm3kaxyAx4OQGx1x+Faf2UTvAblcwmQ/KDjgDJH5VRvoUtLhrdmE6RsRG3fHbn8anZl7k0UhNr5oJV2GMA4GcHArMv5ZJHwZGyByRzz/AFq/O6x2qZw6HO0jg5xj86zFcm7CRqEUZJJ5psSJLjaIYo2zkKfnP8Jplu/77ZISyAEheu444+v1qe6ZmSM7gozhj6/4/SiBn8plRjGj9CeHP/1v0pDHI0rSyPL8o+6FXsKqTr87SDIMe3IGOeOauLD+8Y+buUkBVHUcd6giBd9yDhnIz2pol6FbTnkSRokfbjIHcdO/4Vba4ktZvMVcELsbYcgofX8aoztHb3O6IExNkAgdx6fzq3burB/NBkdhn/e4x+HvmgkzrqTcynJPPUj36gehqexiVJSwACFMspPIHXmorpkhCbRvfGQT0X2pkCOpd8ncRyo6sD60ynsS3SKV3nPzrkdwPT8cGrunvGdOkUKobcC56nOef0qtcTJJ5ShfkZSDxj/JqNG2MhI+SRduT6gUhPYvxkB0jEnAUmMk4x+NZt5Ir3MyugG49B6+lWS7IwwfmB3L+PSqFwgllLsdvJO/Pf8ArVIm5btWUwQ+W+1lJwT1zn09KvpMIGHkPtXkN6DtkfWs62iEexskAZPPf1qysioDkBichs+ppBdF+TU98S2koby0+bHXBzwaqXMsyLIY32xygNIgPBP09uaVSilcovlDjzD1Ht71HcbtpQtnec5zxkf4VNhXIbbHmBtwk2nGOmc+vtVwwGIKQQ4KhiyY+X2NZ9vDm5UZYKR2OKn8ySMbZH+Q8U2xCXQ/dIyHkEqVIziqKtIGBYdT6cirmx9qEcxnI+U9xUUmDghFIJ44zVIVy1EpUbXboCQB/hUsUkkbJuY8E/MQODVYfMhAzzz7062V5d4aTG1h1HUGkCJ7ggKoUli4xubnHNNigLQud6ho8Fc9c59KimMgjOAAIwDwc5xzU7bQFLA5Y8Ek/lVJDIZ4nSdypOVIJPr60kiHzt4GejAinTt5tyyOTH0BZTwB7024lDTu4GVwAoHoOM/1oERzTeWxCoojPzMCTjJ7jFNjkLyMGUE+uakLDGShPOSFxUcbJlkU8HhGYY/CjoG5FJDFK5dnI7cGinNAzkYdVAGMUUWGX7eaPJhl+7G3ySL1X/61b1yrWsSyQ3Mcw6gJyoXH6Zrm5vkmdf7rkcH0PWpYpBHtySqP8wI/hI/pUM0LssheCTIHmSLuc46EVnxTyH92CGLEBlPQ1JPI+xy+QB3ZcflUNqV3K3y5ZweexFAjQlRZbKQoAiFcbfT2rKth8+OAGFXN0qXLqFyHAYrWdzFIVI5VutNCRoQkducVdhcBidzGPI3RsP5VnqwVs4q8XJ2EdCM4z3oAe6gMJo8gEngdqgklbIReVHJGOpqZ5QEBBwQcAVDkxoj8hicEH1pAV7hS0DkLjPzEDsapccd605k3KV6EgisxSABk7iPyplo1LW4KrDKhUNGQCWHX/IqWZo5fM2tI7HkED+fpVCzJYO2csvzDjpV0zKWLMSwPBIpEsp2058qRRggjGGqCMiR/L2quCcFTzUscLeYRjkg4xUTKSrRLzJjLgD/ODQO5ZWIzwBlhPkqxBkJ+8w7CoXDpE+4cMM4Jzmp4zLbRFAksQkCqykEAj3HerVyLeSwbcvl3B4VdyhMfjzQmDMNFK3rAsS+QMAZxUchAcrj+LB/DilUBrvcTgs3VTkAe1Jc8T8A4LcGqY0Nzkbh1xyO1N4yfQClZvmGOOCaAAMAjmpNEb2jyLLY+SSRtJAI7ZFU9PluLTUd8LFJo2wpHUEUukZ2XIAyGUkY9RSBtl40wJCyqJM4796qWqRC0bNaLUJoLl5opjGXGSB8wJ75Bpk169wuJ3MinjaT2qiJvOWQN8uwrgAdTnvT9gznBA4OCKStYUtGWEYptTdlD0J7UltGG1G5DHA2g/L/OnIuciNML7c5qtFttdX8tlYK65wR0B/8A1UxXL11Z4t43jZNwGRj72fSi0laVFK85PIxyKme48yITphzsxkc4PT8KpRAW83mSyMiSAhiByG7cU0Iuy3UsgZASdgOM9qqskkjrOx2qny4Hd8f5NPjeFg/zKMcjjOeKryThY8Z4+9+OMVBSK807R7dnBOTn2ojKMWlMYBJ7niqjzF2yO+MLV0IUVVcYXGWJ/lRYG9LCXUhaIIqgEHtmlsxIqESPsEnGQckD0/nUbsisEy2zH4j6VJxCqlgGcriJD2HXc39B3pDRLKfsi4VSX2ny143DP8Tmqf2hooRAUiPygHljUkecGVVDc/x8kkf5/pUZkx2BPckDimJkF0ZHiAwmxeqquMdO9T73aJFWWNOR8wX+frTDskjZGBXdwoHY4OP6Uy3dgiEMY2xwaYmSzuTGryLE5ydpdMAY7n2pqyb5V3oEBBY7flyMfrn+VOnMchQyEsiAZYHGTzxz61XEhnnDt8xJJz6YGf6Uiug+UP50PQ7jtOex60rLmPH3Apyp6jr+dNmkO8OoyFKsR7mmO0gZlHQkUySeA+dIcAbugycEVVmtbiSSUsFULjHbnvVi2CvI00roVTggnG5s4A/x9qrmObhnkAznCkjOc8/hQySaK3/exb/ljEfOT1PNOEiqxQgDnkGoVmcSxxsfYFulPuYnQoyt8zj5vlyBzSEtdzTimMULRlQFZPk3Dke3pUF6v2acW7fNGoG0buh6kfn+VSpIlxGF+VTt5OOcj61n3cP2iVWVljCcM3vnpRsMliR7hGKFsdsc02VnV1jWUcD5sjmobfMTMqyEHsQM1ZjdFYuXkwck4xlj2z6CmT1KjMseCOp/u8D8aZJIXTkgjP3R/jUt6zz3IkkkVQq8DPQVVM6uHIRWB4UN3/rTGi9bSkxIoB5HJ3f0qQSvHhTyxHO3rke1QCZYlCozL03Y5wfQZpxlU2+AwypypxzmmKw+WQMDEW2liGYDqRUiyma6UhnAAx13EemPSobVIpVkmljK5GcliN2TxgVIv398S7TnhVGT9SRx+FCCzJbkeTHtY8uN/Y4Pb/8AVUJO9R1yBkDsKRlkDk847kHp9c0sTB8gOG2jJJ9PTFAh6xiNSYygxyQx4qsU2xlWbOcEFW71O3yEv8y/wsMdR61DtHmCMOrcdh1o1BuxYhlgCYl3F88kHg0U3y1/ij5HvRRcCOR2kkfkAk5+U1dsot6ZmDBN20leeMZ5xVCZ03syEcHGP61Ytrg20M0roHLKAOcVm9jUmeRZUa0klYqufLO47Q3oapqTFsEgG5cHkc1IgCRh2UlW4y3cnqahlf7QuwlQ6j5WHf2poVy2zMoEgyCnzDaeozyKgvFYEXIQNHNyG9D6H3qQ/JGpJ3ZXB21Cbt7ZUjXayYIeNuQ4Jz+lUgJIpC0aH2xV5X3W+D1HOPWqKJGyboX/AHR5APVPY1LE25gE4/rQwsWpFbBIPOKUSAsuVB5+X0BxRMxdcnG7GBxUMikoJBnjH0qSSRyq4J+9kENWWwxK6joCeK0nZ5ECchSQ2B2rPlJ+0OSACT0popEtm+2UqMjcKsySrt+fIcnkY/lVJAU2yZwScKKt2y/vmDkfOpyzHmk1YGNF15O4pEiv2LHP6VcS5ighBEeLgkNIcDB+oqsskIwEBYgdxjHvUZ8yYbvlQDGDjP696Ts0NGhHNBcmR0meNguVjIJVj3Ge3tWbdsoRyhB4zvK5H0Hr9akRyWMYPfk+tV7xW+zM+ABj5gP0/rQkDM0SNFe7nCyBGDYIGMelTXEonKSKm088VC65mPBBxj9KaG+RcnkDGKtjRJkbvXGBShjlST3xTFYdfUnFKjfd7nPekWjS0yXyb1Y+oZSp479alhB+2XNtIP3SEHpyp9fpWfby7bqJiOjZP4mtqA41i5DfdeMEn8KOhNtSlb7jLcowBYHBB+h5qyoZVyVOAMgE1X0+RZSwYkSqNhPsDwabJNtKHcQQfTORSiKWqNCF2fIDJhsYLDAzUU7LFqtqx5G3aWP+feojOYpUJJGOh9abfsxigZlwFbrjNWyEWncee0kUShWPzRDgOPYdjUtx5EkIkQHYTjaTkgjsfeoolHB8wZPPFRT2xQsynIYfMO/1+tKwBE4EqoxO1skE9abcEsTt45HHqKV4le3LBhkj5COo/wA9KgaTFvkoytJxuOMf54oZUdykpxcANjAOOK1gIpC8bHBUfXP9Kz47SaZWljZF2sQXJ4XirieXaAMxV7j+GM849z/PFIJDpwlqnmHaZTgqh/Qn+lU/Pmlc5bduJZmbt71LemJ7lmeRpJOA7kYGT3FLHIGVoUjDRg7mz0B7E+v0pDQ0piFXY7Yz8wOc1FhC27GVHIyc4prkSqC7Mx9fT/CnwhpGCohZjxx3pibBiEg39Vwdu49//rVFErK7qWVVBySey1O0RcBEwdpOW3ccc5pk2wOsIBCugbdjliOn4ChCIrg7wDtKxhsKM9frUUC73cc7QuTg/h/WtC10u71KaK3hillPRVVeSfYV22m/DS5miQ3EsVqGwWVcu36HGfxo5W9irpbnBgL58sKljnJHGQPTpTmjEcHnPMvHzOv8WfQDua9Zt/hvpcCqPtE5I6YAUflTZvhppcgPl3MyNnOdit/hVezmTzRPIIr2eb5Fg/0fn5VXp689/emIBcSsAfuj5QTjP+fSvTNS+H9/DA32aSC6AU8fcb8AeP1rz2+0e5tJ/KlSSKaMYMbgjH+fWpcWtwtfYZJbyjY5Q7VAXdkY/CluInMWz5iAMjLZ2077PIYImdFi25BJOOPXJ4q2p82MJGOWHJJwT9Py6mkJFWxj3ygSLuAHII6Y5yfanardLLOjxrmIAI3l/L7g47CmyWRRjgBVY8bm7e/vUYgCOZAWYEYAPyjHvntQldg9CFd0jZYIc9Nvp61KsTM2Pnzx7ipLVFS5ZRIAjjKhVzyOw+lWkiEcO5WdgT83OAeKYaGNKrTO7MzAKOScbVpsKKQVjDFiOZDx+XpU0kuJWbylZDn5s8/rTI4DLNGd7HLD7w5UeuO9UGhfEYUHepx2OMGnJGyyDhY165PJ/AVaMcLP5k00hTGcnkn2FUrm5SX7iiONTkK3U+maBEXmRxuQEZoS3zHdlh7+lTJjaqgYjzlcfKW/WooUhlEMbklmX5/mxk4zSM8Z5Cq2MAbWPy+3NMC3ImYzKYyyA8senFQBRvx5Q+Yc/LyKasrKAyySRgjGwMRj61A8wikWTeWbnduH9aVwaLas6o6FztA+6/PFRrcIZCyRiNQeg6D8e1RRXivdQtgYzg9yQeKjRjEzockDKjNArF8xW8jF/u5PTmiqsbIUGHIx/tUUrhZizbVumUjODyDT3Pnzose0ZC5A4BPpUFw6LcOUJZc5ye9SxW03kxTHOHbAHTdnvUl9DT+xhoMhjgDHToRWNt2TOT0U8gVrbJYQynALDGD6+9UHALOx+UE4Yjsf8KaEWfLxEpQ7o2BKn37iobiETwoyp86sB+BHepbH5YGjYAKB8xz0JOAf1qSdXhbYyDLHDBf7vShDZSjIJKR8ovU/3j61ctP9b6ZFUbVds8q55Ax9eauWn+tHOCTjmmwRYkJLJwec55zTd5EbKRwSB9aAqwyeTPGflbJJPr0I9qR8CN88mM8Ajt60NEjN5V23kcrjjqKjuCBKjv8A3R+NMjlUvyuBjrjNFyG2R53c54xgCkikNUmSbsM85PQVNM0KxhQzM56sGwPwquoJKxqPmY4zVmYxCTAwNoxz0zQ2NiZbG4jnp8zbuBTBdpmJNmXBy3t7D0oeRdmFUA4LbqpxAvKG2nqPapsBeecz6g7BFVSQAoHAGehp81y5jdHACKSCrHr7VWjI+1NtVhk8kmn3h3TygZweTTSEQXMahkljJKMQcsMEexqtjBHu3SplkeOXAO4MVBDDg0MEIHlbiS/3SMkduveqZSK+SuQACewqWOLyVnMygkOFUj17j6Yp0+22+SMhpVx5jZ4z6L9PWpLsn7NAW+/s3N7tnr+VIorRlmc447Z/Guh8rdc286klZYSvHZvf865p/wDWNg7RjOAfWup0aZ2sjGcAxNnPU7e9HQUtzIsQEnlKZEo5B/pU0kReQIvylm3D/D+lMjVo9QdSckryB9eP51bu0PlpKcjzCSpx3Hb8qhNjeo+Ozn2gyp8qjJH49KLq2cWrAbioOQcZ6VNE6C3hlVXkLDLfP0I7Vb+yG5hFwgby16qM7l9eBn86r2i6kKJn2rxzRIZGSPC43MSP1qzdW0ip0EgVS+Q+Rj1o0GJZEuLZzIpjc/KIyxx06DvxW9cKdJsZpopp1EiABZV24JI/H/8AVWbq2kkHKcpPGIVz/D0kXPU+o9KoyuWhEAcMisWjx3z1qa6lyQGcAE/KKhLG4ncsQIozyehzjtWt+g0rK5IiNbx7nTaP+WYyDvOOpqaEq8gllJkOCWjBAGenbrVltDml0yO8PlJETlYxncPQ+9U10nLACTyznt0zU8yezJ3Ce3ZgrjIJ7Z7VAyv5D8YBOR71sf8ACOz2zzeeqx+Uu/kcNxx09ax595R1CEuWAb1z6UlJPZlEUaxoSTIxIGACavWzsyOtmpDYAJfHQ9c+gq7b6bLcW0cirtVuMEZOfTHU/hVkWMkOLfbImfmzIoDNjvzxx6dvrT50+pOpRliURrFlVVuuOC7euOw9BQ9k13fwxIjlvM8sZ754H61dNnGxTMQZjyTJIDn8B+ddX4W0NXu/ts0QdUYeV3zzyfp0ohLmdkHS50+gaFFo9oAGzKww79N/19vQf1rbDgADgVFgYyR+FV5ZMLkMB6V1LRWM3qXQ65PIHrTJLqONTlwAPxrn7q/MfDE4x0FYtz4meJHEccwPfZETn1wadxWOsuNesbdtssyhs4xnP8qy9QTTPEEPlTR7ufldRhlPqD/SvEfEOoanPdMp877JJIWijOR1PfHVu3NdJovii90WwS0ugQY1AKn7+e2anmT0Y7Pc19W8H3kUe9fLntkYmNw2AB6lc8GsEWc0JaNwioOw6f8A16h1XxFJeSR3LyXCPHwiQsVVR/Umsv8AtudyRukDE5A71m4R6MvmfVG1c20yDBjA6FT/APXHes5VdpCrs4/2T3q1Z39zKmLmA+UF4Z/l79KtSPp0lsWWKR5McqgwgPt3zWF2nYbWhlRrCp2jepDko+cfMRj8v60x5ZI0liAdFIw2Rgj/AD61YW5sQEV4mzggFTke3Hb86p3Ds82VjIj+8sQU8fiea0TuybEQUBSOrn7vOcf/AF6db7fNRVT96TyWbpUkSxxxtID5RBwMn5vwqBnAjKHeM5JB7+nSnfoBYkknZB5rrtxwS3GKht08yYIQzL94nHUfzqDarYChlPYsfvZqcI8MZzLtkLfwEjAFNBYQRok46gICRzTY3TzXHAXqQf8AH1qWd2aKR3JeQpguB+lVI5Z44dsbeVE3U4+9QBYaGR1ZXYFV+ZSOpFMFpvDF5CQOPkGSPc+1FuGEC/MPlPUHqvvUi7IxtLtt7YyNv/1qBkQhESCRHJdF+7jBFSXC+eFuFON4G72bvTrmUKUUy7txySAOO3anW8IeN1LxFT2PUEUge5CFQgEEkeoFFPMBz8sqAenWilcRdljhnZg4wy/8tUHOf9pe/wBRSrFcJatENhUdGU/5xUymGaUzWw2sx+aMjAB9V/wp8yXLAyWbLuwSyFf6elIpIbAxaMLcRsCRxIoOQff1FV5LU29+6/ejdQTtOQQe4+lRte6nEWVYVZlGdpXB/Dnmqc2vXm1S8Sx+nyZ/nVWYaGxGohimimQ56DC5yOv86bG+9WdsN5bYCNkZU/4VjnxFIzBmWL8Fx/WpYteiLs7QkAjbwe35UNME0PhGLwgDHynp3q1bkCZRnqRVRtQtJZVcZUlSCOKsQTQOwAYcHj2pga12yTWrMI1doG2SAHBKHoR+PH5VSEXnII9r7mbagBzjvVy3Z1vFZShhOQwJzkHrwKQ232m5aOORmSM8FRgn/CpckgsVVsLuRBKseIUOBnsSOM/Wq1wCYlbk4cjn6Vu2Mc1hOUl/eQyYSVQSMjsD/MH1FZeo232aEiOTdC0pIc8ZA4HHY0JpgVLbhnlxwi5/GonXcoySWyCSBT2IW2AL9euB1HatbT4Ge3iP2YseQrFDz+NKTsDMl2DCONSQQoHvmnCwnjYN5JZRyct0ptyMXsoIGVcg/nWoNOAId55wAf4VzUSnYGyo0ayM0kPm+Wq5w/G3/Gq14SHQFTlgOnetu4VY9OlClmfAHI5/Ksq7iZreFwcMqjeuDkDPX6U4u4ik3MwJAznkD6UsRMUDzDG45Vfr3NOCl7g7PmyTtokKCJI1+6mRkDqe5rRllVsFWI9utSSjIjB5G1gcfWgr8tD5UIPVDj61JYyMhFEhGcg7R0zW3pEdx5E9zyYQ6xs3bcQcA/lWK2GcJn5VG0Vq6TLi2kjIVTJcR7TyWxznjpjocmk3bYUio10TqBuAMqVCt2wRW5NaNdeHzdIBtjBdWLjgjtj1xWNPayQzylFOWY7Qx4wT1rT8PC6t5UhudONzbSxEToyHA5O1s9iM5rObtqGjRd8KyQNO1neovlSruV2zhWxzyBxkd66iCCKJlNk0fCkbRPuUAehIxycms/TIdCsdWsrhopGi3GGdXwQhx8rL/I59a9FsIdI2SSLZMvAwGAjyO2D0Gf51x1pu+nUEjzC1+2WnjK5ht40Elyvmbc9fUAjjsTUOvS3F7cLZ2tk8ro/zLAhc7j/CcenpXZ+Ip7ex+Inh02/llTGVaNTnAOQM/ma72QQGIBvJTeC7bQAckf7PIbnv1zVOdmpWBI+dbjwzqdhcpPqKiJs4WMkZX3IBPai1sw58xwPJB4U8bj6k122pRp4o8Xy2juEsLIYkkQY4AAx7kkYz6Cl1zRtMEbyW1zGrrISsZzh1GMBRW6rWtF7iaZy2lapJYB42QzWcpYbJSfkwfboOa0Pt9kys0OliSVefK2ZAHc9axpIHhuLgRLnK70HUZPBH1qOGWeFInb5IhxncdynstXKkm7oix00krfZJlhm8sNy0eNmQR0A781jXMgt2DBixx2GQSe/sP1q7HdxTpLOyFJBjC4+8T1APUdM47+tVEsZbuYJbo8q5yqYPHPPHUfj09amnG2li2i1FqlxBc+dHOfN2CNN3Xb6A9ueTjvUV1eNdXAlkjaSQABZRIRgc5P4+9bVt4VmmZpLh47VX6oAGc/0Fb1h4d0myIIg85xzmY5H5dK1VC7uTzJbnO6N4fm1eZZCjxWrNuLO2dx43bfy69B716XBbpaQJDEgWNBgLmqUVykaqgAwvb0qeO8V256dua6YwUVoZt3JXJIJBwaqSKC43dRyMVM7hm6H6GkKFuR19xVCM+4/eMFwF7YPFV/7OMsmCgKdc461pPZNMAC2wjuBzVyGBoUAJ3n3FIDIbw/bSFXkGNvQAYx6Viaj4d0u13SJbxySyZ+Z+Tmuwk3swDLtFef8Aj3W/7JtY4o8m4lztAPRaT0Q1c53V7C3SQiSEsozg4wOPYVmBoI4QIh5b7c/ImPTv15rJ+0zS/NIJYy2TucsSfYDGac0MjQo6K/ltkZyRyDWGrepZfk1ESFbdYC5bjJPXvn/OafPbN5RmGXUj/V52sv19qzVhm2RCQMd/3cEF/wD61TM0qAI67lzseQP09j+FUhFKW9WNzCkO3tuBwf8AHFOZJDbglEjZjlSfmJ+tWlubdLg/uUkRhwzcEH6nmk8y1mUxQkknnb1/GmIrDep3SRxyZ4yO3+FPzm3VUVowTnGM8fQ/zpWQpIrBlDDnbnj8alaAvC8uQcc7nbKn8uf0oQyE70USMvHYKeTT3m8uEFgvK4Az0zSM07KTGwbBG5hwT9BUM8buyCM/MeFDH1poRdVhAqpGTibPDds0O4kO6RYw54+6BwKkSNZJ382VlEYA2sp5I9CP8KZJblXzHe25VuTlzx+BGc0WGL9nSOWLbInChiPMA+nSmSbVDYUHPLEnkmlhtRcyeUkyLMfublwGA7ZzxUDMRN5cilgMgAHqaQirK+5PmBxn05HtV3ywrxyRnBCjOTULQTSsNkJbr8oGSD/WpI4GVgrY3AglTxj86BlyaHDhlVMMoYfOB1FFRSF02KEztXHJFFIosJbLhMmQYyQpXGPx6VKX2EyxBzIoBbkA49a1I7d3X7NGhkkZcgKc7V64b0x1qrdW/kPHI8EiscqQ/r7Y7VF7isQRlZ3WUxsu0gNgHjP9atS2+myx5mEPn9d20qp9mHUH36HvikSVBHLnbuYBCSm48+hogh88YR1XavPmcbvce9DstWK7K40Cxu4pFxFFJuwAzlefx9aqr4WtpBJ5mxShUHZMD1/nV2SG4dDGPuoeARk/gD/kURaYDNtjjkkMgwAVx0wf60OfmMxL7w5DanCTrwV4z61VGkTRuRHOoPsxrY1OB7YiKT5WDAhSPujPr3qvKwErjPtgVabsGgy2t9XhZhFtchc/eBwO/er0Wra1YRL52nJJGw4DKf5in2wVYJlcncVUoB3O7GD+FaN0tvDHEySFNwyMc4A49anXqOxkyeK7eRDHeaZdW7Y+/FNkH6qw5/OqC65Duk2SROG7SAqfbIPFbSXDbigh81RyG2k9uMiq7yWVyD5lgm5QS4KgKfp/9emrLoFvMzje28zdMHGMLhh+FaNtq32a0KJc4XP3CxXFZstrpLPhrNlyM7o2OKu6fovmF2sZ9SiMYz8ucY/Kh2Y0mhWu2vVG9YJ8cbnYAj/gQOT+Oa0otSiPlx3MKIMYyJgc+magNtcRSFJpradhyVu7KNm/E8GlH2MEC50SJv8Aasbp4T/3ydwqXFMbV+hNJJG8vmqgjjIO1lXIBH0zUCRJc6pFAJEVLgeXuVtwORx+tWYZ/DirJsudXsJypCieNJ489iSu04/CsE6zcWlykx2StG27dFuHOfcU1FXIcUL80KsWOJQCPpzioHG1cDBwQKWbUrOeZnKyLuIweMH6+hphurE8GeVGzn5o+P0qmmNWEwQAvAyP1p7gbwMfdAFAe2Yjy72E47Nkf0qZbcuf3UkLjg/LIKVmXdFVlGDju3X8Kv2cjpGVWMkeZuBOAF7Y9TTVsLlYQfJDkchciqslzPDlJ4zEc8DG0Ukrg3ZHS/Z7t7uW4tNiHdv/ANUCUHTJz9atw3t8buO3DvNGHwYi5IYDGQe3QfpXO2Gu3EchO6MlR1ZiOPwNXrfxNbQo6m3jywwdqn/Pes50m73FGSOmuEWcyT3VsIiz5YKOgPXbkkD1z06V0Gla5ayadCZNiOkYjkUruVyp4LccdiOtcdpOq2t5NGJ/PSLJ/wBXGHYJjghBywBHOBmuhhtory7Mlh4m0iSWTgr5hjdiPVeucDnjtUSoSkrF88UZviVluPEGl6iLvzd82x1ClTHjHfH4cZrT1LWru3tZ7fSGumllIG7l8DHJz69u3H0rMvLRWkj8zxrokJiOUMbMxH5A1GyNIct8SYM9OHnA/lVrDJ25ifaLoaGjxz6ZYCFdPvWeRvMkZIXJduPbj/8AXVW7a4+0hn07UsZ+8LSQ/iRj9Krf6VklPiWmfe4uB/SgPqqH5PiRBn1+3zD+a1osPBO5DqMemiW925uWeWBE3As9sYlweo+crk1pW3hvSZ1ZY9UEivhnRFXccdM8np+NO1M6RrdrG974ngW8jjCsVunlQ4HJGRnnqa5ebwhdzEvpuo2V+meDBcKW/LOa05UhczZ2lvoGkxdB5hB43ybh+XFaaiOAbIWjjTsAoFeXtpfiuxJXy9SQDrgMRWppWqa/DmO+s7q5h9TGUdfocYP0NNWQndnbPKCdrYc5455pyzBQAGOPTIrg4fGcJlMUqNDg8F+a0RqkcwVop0JPOC4DGmI6veAN2/Z7dcfjSNfQRLhnb2INchLqUjykNKPl6qDzVc3TSMFXOScfMetFwsdmNdhAyJC4HrVtPEtoqhmLDHX5Sa4ISLb3CoVLORwuePxp76m4uPKRVVvVjkCjmHynp9lrmn3LhUnUuezcH9a1lQOQe1eDXE1zcklrh2ZR8u04xW54a8Z6tpt1Ba3TLdWhYqdx/eLnpz3ojKTeqKlGHLeL1PWLorHbysRyqkgd+BmvE/Et+2qW4vGh3sZhGqr3AUd/89a9Y1i7+1+Grq5spMOIi6sOoxyf0zXjdxbXKifyBI8sP7yS2C5O0j76/Tv7c5pVHZpEQWhnrCbsp5cJUcqWYEFCBVl7dhEqyMScYKLxwPTFLDJMYtyR74wCxYMcue2efXp606JiY2mmjzEHOZXGEjJ7jHf6VkuxRUe32W6yoxLOSNwHC471mSyi3CN8uxu+d2R/jWvLdLcq0Khshi+4nP4H8BVZoRJuMYj8xOsZkChh2ZeP0q7oDHlhFzKTFIWRRyVB/TNWLO4+y2N1IqFGOyNS2C3JyTn6L0reFgkNmzpHbNwNpScZJPOQD0NVf7OMdsQzCOWV/MbzDkxjn9eo/GmmJoy4HQxu0m7nkoxw3/1quW+oWsdu6KdjDhSGOTmqklmIJ2kxsVV5VDktnpknr9aZqMamSMQxqCByFbO7B6iloMtQJP5odm+9nDccfjRaxtJfguBgDI2gcAdetNs/Mj1G4ZlH3SVPTvV+Fwm6aI/OsWGJYEHPA+lHQQ43AjLiSFHix97cDn9MiqRCq+4IFBOQSTzn371JLebpMyNhhwQR39KetxYvFyjK7HKunBH9KQyNWcOGeINhcAK2G9wcVfmnlvCrta2yMwJaU9W9m7c+uKoQ3DAvHGqzqcksy5b8PQ077Mk8cjfMjDkl8Ake/rST1Akkk2IYl2RPnkoABj04qLbAFOSUXjiMZ5+tLNA3lpEZDIFG8BOQo9z3piDYXia3bbjIct09afqBciltIEEf7uRh95mbGTRVISabFlJIpnYH7xYUVPKwL8QJWa3imuYpT8gVnyM4zg8dDTMqsaeVMzQyKNysn3T/AEqNNauHffuUsoH3sHP1z1pY9VtxcSSXFtGd5BPlt9057A1XKO5L50kMahSSpk6A4Of5VZW4U3Ec0oddrZJGf51HHfWX2fcXMYJOMFgM5+hqCTWLbPliMlm43BjtFDiI2bfW5rd3WIJJHuDK4UF4zj+fb0pJNduTqQuGkMLHhmhOztjP5VjLJYt5bSlXcPufZkA+2c037QIpQ8Mqbd+4BkDgD0yeuKn2Ub3sO5NqhMzGcyK7ytu3DkHFUJDlix9c+9ST3gluGEm6TJyCo2gnPXA6UyQHzDu79jVCRetoJruWBYVIJB7dAOSab5Fy8xEdlcvACcloCA2B16cCnWtxLatA8VxJASDh0OGA71d+3BwwfVbybHOGOMe3Wiw76kFpYXczBDps6TN9yMR5P+P86bPY6oZzbpAFu+DiR1BH51eE+m+Vvne8mO4gYYAr34/z/Kqf2zTCkhngmaUvlSXBAX0OepqdR6EAtdRhZobnUIYd7jOJs4PuF7fSlS2tzLi61mRoSPleKB2Bb0+bHT1qS61K1uCzbGRSu0KNoGex4HFVWvI2jYShnLcM7OTkDpx7e1KzfQE0V1s/PMpF4kccalleVgCcdBgcikkEMVtst7tnJHzEcc+p9vapXuUt4xGixMjdcoDz6Z61AbkYJMMWD6/LVKLC6IxMzQqqTEy8hd/IPuc1q2ccEWjyT3aBpzIFRU4zn1FUoMSq7qR5CcuQuOfTPelkkSSLzPOI3NwMenbFNKwnJsrG3tZB80JGQTwarvp1scBXdcirKksoxwdvQfWkUZK5OecUhlNtH5wkwP14pV0OQ/8ALcL7mMkf+O5q4ACpYnGelSRNtOQ2Mkjr7UczDlRVj0G+Yhba+s3Y/wAIuvLb8n21PPofiu1iJksb9oe7Rgyp+a5FP+0Dyl8xd4D4IqS1u5rF1e1nkgLDoHMeeexBGaOdj5EYcVpfzTPHFbSvKnLRqh3gDr8vWmMXQEyI6epKkV6LaeKLyVQbiVboAghbyNZcH1DH5h+BrpNO8UWkshW5tIU38OQMhvTg0e0XUXs30PIFuptsburfKBskU7Tx0xXRaR4xurDULW4uY0vRAefOQeYVIII39ehNezQX1hNEIlSMxEfcKArj0x0qnL4N8K6g5dtJt0c9fKygP4A4/SnzpvQXK1ueb6hf+EtSme4TU7uzL/8ALJ7Ett/FTiqa23haQ4/4SdlPbdYS11Gu/CJirzaDeqxxkWt0cZ9g/wDiPxry6/sbvTLk29/aTW0w4KTIQfw9aeganZpomhSNiPxNCDjOJbaRf6UreE7WVSYPEeluewMhX+Yrh4rox42tgD8qvxaqAMSKzD/YkGfyYGnYVze/4Ru+tZBNDd2UhQ8Ml1GR+RNU7zRrVQHa6S2k/iWQbgD7OmRimQa/9mZSJHX1E0C8f98la1ZPEUN7D5cs1lOP7ru0f4fOh/8AQqVh3OfE8tqNsGtBQP8AnnO4/TFP/ti7TBOtXLkdMO7Y/Orcmj6ffbmtTKko/wCWImifP+6dwz/Osi7sGs5CrWt6P+ukWz/GncVjWNzoV9ETPFeLfEffgVRG59SCcjPt+VZKNl5JGGdvY/pVdZZUb91CVxzyuTWta6hakOup2LfvBgyQOIz9SpGPyxQIW11v9ytvc2qXO3iNw7Ruue24dR7EVo2t5fOkktiRLFGC0kYY7ox3JwR8vvzWV9hsmUtYX6zStwsDRssnv2wfzqkqyxxzZVlZeCCMYBoA6SG+s/tCNM9wpblSVyD9TngZ9qsNNOZpF2GAvzgjIH0Oa5M3lx9gFuWJi37sEdD9f6VoWOuJb2qx3NvJKF/1bxy7GUenQ5FAy8x2OUIxKpxt2/1qSOWNUZ5FkZgOFjcAL9fSsafVHlumkjhEaE7ggYkj/gXWmSXY3CVSG3HBIGCPr70xXPRvCnihWtrrT7h8q8L+WT3+XkflWdaMFuRc2Ukkd1EQYjH/AKwj1BzgfjwRXN+G7Wa71BPKIBVj95upxj+tdLNaTaBZM11bfZ55PlkMgbey56AkgdgPlrGu27WLgtzBkVINYkguQiO77yWUIFc84wB905x6A1cukR4pEkVw6ndsRsgHPOSP61m6/cxz3sfyvGzxLkY5Pt1znpUtgQJfIvt4n2ZiMiby+OxUc5oV1uBFPp7o7yEnbt+VEcHJ/wBr8O1QT3ESoryRwbN2FCDaR9f8a3zBIsscggEnGWB+7jPUgfd6+uaranZOplndVCBg0VuigKEbsSOT9c9qaaewWMfcZpWOY1QNyGPC/QjrTpHLwpH5MuQAVcKcfh7e9Oity8hCOEBAyrcrjP5mpTAvnFIJrh49p+UrlT/9amKwSYvFXcI/MTC7AMYH+NKIw8UheKOIqCquere2O1VFimWR40y0T8OduD/9bvU0Wz/VmVgoJ3pIgIIB64/xp3uA4eWg8ydtwKjJB+Un+lRXBjFo9tsZRPgsS33VHI4981OkyTQmdztRWIAwQXI6cdh61XeWFmnE7MWZcqQvf1/Knsiepmzwuj4y0m0AjByMdBzVmOZWjjkcEEFuO5qz5fmLu+4qDK+YDg+47VnyecYdi5C5OC3UipG1YRLhkJZJiXbPHp/9eh72dtqTFhkZyBmqLxOq4U53c4zyKPN2D94cnGFANLkQrmzbX0KIA5YKDwR1HvVhRC7FXDGIg7SOc+4NYMbx4BcfKBkrnrWhaX25RHhQCPlBHf0/HpSd4oC/9mb+Dy3HqUxRUYvYIxhoVdurEE8H0oqPaSHYrPpbGKKcXUAWWPeqg7iOehx0NMTS3aGOX7TGu8Zb5Tlada7hBvXaVTnLcZ+lTmNRGvzuVcbgijC+9b6gQLaS+Q8DSI5f5k2kn5u35isuQvDjJAbuM8j61ZlkXcDFMUOeMDr9KsTWqXLi6IYbiPNjA/i/oDjNNCZnJK8jBVzuq8l9AT5ew78Y3Rngn8aWS3j2KEidUYZPIH4VGsVskgIDk/Xj86AJFkPmnHTgg1osxlCHOWGKrb4vKEUcSgg7i/Un/wCtU9ucJuPQHK+9SUWpxuilRG+aMEJk46VlR6vOmLe6t0kXO351w6fQirsWWPJB5yVP9aLmyjmO+JQdvBQtzGf5ke1Jgh5ETwtFbyOJC/KyYGOOx71j3f2m1nMcysre4xketXJhslUSRbgNpzg4q5Htbd9pKyw4wqEZbH17fX9KaCxgNJKVB4wehzU1q7bnLOpAAxjJw2eDWq1rZzt/owiXpnzAc/h2P41CyPbnbHbM248Mp7fhTFYqoxt5TEyM2T87njr6VJbxyxXQLXbR84yhKnH5c1cWMOR8iq2OC3+c1LZzQwS/aDIWKjCH39c0ARXJFxFHBFIFjQ5dsY3VHKrPtkOwjB2gEYUe1Wp1aYLcLGSJFZm2khg2ec4qGQwLEUJfcACuVz36ZoArg4Jx2X8KcqEquBzn0pgJY9eNoFTI2VB/u9KTKGN8oI44OaFOFB/zzSDLOCepJApOQDyMjj61IxHKhAMZyc/manjeUgqxWS26tDKMr7kDsfpioGG7cB1ABrYsdPWfZJKsSR7Tl52IUn0GO/tQhsr+VDAypbSv5MsgG0sDtPpk/XvWp9juBAJooJxHkglk4yODg55qC5gtbaxVYGZpRIxd/KKpj2ycnge1WopJLR0ktLiWFVOVIuFUrkdcE4/wzSkkxxuiWzv7q2IHmfKedp6it618USx4Eh6deOtZkKW96qi+u0DhsbkjMrN+CDj65qjqUCW0yrbySFWPyh1IyPoelYOElqaqUXod1D4nQgPHID7E1dmv7HWbLyL6G3uIiM7JBvx9PT8K85tZVUDzIx/vCt62lyCYtjY6lTgis5VXaxapxvcz9Y8AaVOzSae0lvk/cJ3KPx61xd/4UvrS58mMNNxnKjivVrcmVcM5cH0/wq4sEW3/AFa49+ayWLlAt0IyPGB4c1ULkQsoFVpdK1GLJa2Zh6gZr3IwRu3IyPYVKtjbPwYlP1FT/aFTsi/qdO27PnyRHTIliZD/ALS4qxb6rd28BgWTfAekcnzAfT0/CvfZNCsbhMSWyEEf3c1jXXgPRbgnNjH9VG3+VaLMkviiYvBr7Mjxw36N1tV9/wB6/wDjVn7Rpc0I225gmHXezOp+hB4/EfjXod38MtLZcxPPF6APkfrXN33w/mt33W8+9QejCt446jLyM/qdXpqc/GscpGye1iPbfKyf0/rWpFd61CCkWpIVxtPlusmR9TWZd6BfW7nKbh6g1nPaXCfehP8A3zXVGcZbMwlCcd0brak0cbI9hYPu+8xjwT/3yeDVc6hZeQYm01F3HO7z2JH09PxzWXFY3sx2xwSH6LitW18KX0xBl2wr+ZqtCNSq16mzy44wFz8ob5sVJZWdzql0EgTJyAx6KK6fT/B1rt/eq8rf7XAromii0izDQxqHXiFVHAb1x7UwOWu9JltYYrazikeSNz5k6sFG/v8AgCMDnsfWtfw940ntJjp2tLFqenMcPvAk8nJxnn+lUryxvoEZzNmUgBQGJ69c9gT/AI1QitA15D5rGCV1JeVD5m7tnjg9qyb1L8jc8T21nZ3UTadKYbBm8pnCfLCfUt1I9xWCtkkNrM1vcfaQJOHjQ8SDneD1x6j3rqtCubNI10vWVd7ORTGkzAqp56EZ+mDVbVfDNto95vspHkt2KxS3pfLKT2b07dBRJJrQUbkVpqEV7aRCG2RJDJskjDH5WxwT3OcGp5rO5jiDvCSZHJkTgg+hDD6VmmOHR9Us5UuSsMwPmiRyRkZ2sR16g8emOeav6nrtxbQF4LV7ppQC8k75Az/djXj8CT+FcvJUhL3djWya1KM+kQzQfbJL9Wm3HFusPI6dR7evAOKqrprBlKXZmC53KFwQD9Ksadqk1yq3lxcTgxswKwRLHGg5wW7sD35rbWSKEBpt8N1MAfKjZWj+o/uDkcelbSnK14k8pyE1rOm11RBEcjBAwRUwjS6igjVIF8tP3sjDBPPb/PNa93EL+3EschbaSGcFQAeucjn86zJLl7aP7KZCwxtkL9W7j6D+dEJuRMlZlS5MqPINwjCkiME5AqJFElmHKkyyS43hRwB6VNeW0twAI2KELzG5O0k/3feoYJbqxCwYkLgEbclSpPXitmQtyRXlijBeNkRmxjb+AIonjjniJZo1VegVPmxx0NNE125EX2Zth+ZyfnP/ANepQbWWNITt83bncDtAHpmpTsW9TLYRW8ZaMIFPaQYJ57HoaqS2SyIXVo92Mgqe30rpoLa3e1lWSXdlgEQFcN+JNVnsY1kgltZEUTdVKhGB7+2PTk0+YXKc+bGeOM+ZGVU/dJ43fQVWjkC4DDBByGHY10V7pN1G6uy71PCsxJx+NUTpqqpLxlpH4G08L60XXUTTREYXmxLGm5X5+U9D3oqe1t5reIp975ifkYkfpRStEQ9pY5Lvd/q0XBwo3BR/jVmBPMkePJZGJwMYI9DVm+0+2VRKoA3HIG/A/I8/jVdZDHCWji8mNzgkNljVjKjwpsYRrh88uDkkUluDaF48cyKFOTVkRMyeXAjYxljjnHue1C2e2T5m3BAWGBncew/OgLDbiKUSrLEpdCNqt3BHr71B5MhLSMXz2xzk/wBKtxLPA7cqQRgEuNhPeo7e6LrPa7hG0g4fPPHai1wsiOBVZJGY4CrmhXYyA4OMYHtUEm6J/JDDd/F6GrKKgAGckelCFckUhJAR35qaRA5SRN3nEbWA9KrSH5lKnIJ60oYsSu7GeN38qB7mhNdNMyxz2gbgL8p6n3B4FVpIUtJNxkTcx4Rv4fp2NaptBboolM59SiYxnuD1qA2kUzvGYrkyr9wO2Mj270iiCSWVIS8m10B+TbgEj3x2qK2ux52LWF2GMuhkyT7c1cKExusEE6ANtdlKsPyqqrrburuqvC2egAIPuBTQFu4gWMeY6iNz7huv15qsII5csATAo5C8/hUt2Ha0WcINp4VRk7c9zTIn8pUUxgLj5n3A5/D3oJCO4gJQlmjcZwAAF6Y6+lR3kUkdmHEKpBIAQytnv0/MVHbRTtdsBtdMnJ9R9PWrmoRyJpUSTfu5N4Kxg8Beo4/rSGYynk4+6T/KnR5IwB79aaAFT0wckUoJUE9PehgiVBypIOBnOKUKDuz1OTmkgUuUVQSSQDinMTG21uxNKw76ka4MqjGd6EYHrW94bglvNQjX7QyRKQ4TOAWzg8nj3yawAcSL1GCc49DXbeELnZYCNIYxJ9pdBIxA28Aj6/8A16zqOyNYK7NDxP4dfTNO8xIXZLhFeU+W/wC7I7g9DgH9arx6JZ3+mW08dpEYhEilvOKsjH+IkDI5I9R9K2LrXEMlxYXs88MwiMbxqMqQRgkg8d+g+vFYGlR3NxockFvcTlLdySqzbVPfPTB9/WslzSRbik9TS0/R7PR3Rb62luomLbFSYoQMZD7h74qtdNF4h8RmSzgEdvZwYChsbpO/Tpnk8f3akvjBb6H9omE/zWwmgkwo/ebtuAPT3HT1JqvoVqtjp8U8rTi52faHCjcc5+VeMbQR6nPNXJu25KSuS63a2lrbwwpOLm/kbDquMjJ4yfUgj3qL+zLnT2eOYhmT+44wR6r6j3FMsdcgHikaoqoDGMQpJgEuRj0xxyea0rieyv8AVftBRluZhzM8uV3Y4BBHTGeeOpHpQ4aXaEp62uJZXEXyv53GO5rXikWcAiRQv8646e8jHiC7hgyIDGJU3Ltx69eozmtNbqZbUGD58gHIGTXHVoveJ1UqnSR0e5P75b2AxUsMkjkgDIFcra6jP5nzo/PqK3LW+QLhyWc/wg9K5/q5u6q2NZZ2X7w/DNO+1rgbiq+2M1nS321ct8q+4qm2qRk4G3+VHsOhDmupuPcROMbc/hVSbyyCNuP97isOa9c52zqP9kuCPyqib+QNmQOcd9uRXRGh5EOrymrcWlvJ02E+g5rPbTbUE71QH6imf2ngAAjPoTUcmpHGGViPZc5rqp0rbnPUq32J1trWFsAoD6ZyanMNuqBs8fXGaz0uyQVURxA/xHk0w3EahiG3+5H8q6lojld2zVMqIhfJRB6d65nU757iUOfOABIQICMf/r4p800t7GFRZthOF2IWJ9sDmq9/DMzQ2qw3Vs0MhyyxffPoTn3pcyZSjZXJLi4SSRWZb9Ci4KquPmHrj24qrHPc3bN5IEGxQED88c5we2ec5qW5KGzV5t8cc+MMHBVn6A8EY+lXIpYbe12xGOdWHMu7cR14JxnNAXMyXUL94ksl1KJbPzN0USoqBSCCeoOSfr2pdM8ULZOlvdtyhfLg5BDEH5uxIwPWrVwbaewls7iMO6YV5Uj27eB3Prx78e9YNxoc728k8JX7OhKpu+8fxoWgr3NS5+y6pcXHkwCJo41eKZZCxlYDgY9KlspXtUhjuREkDr5kbyplSp5PI79se1c9brfaZMskcZJIztHYe/tXXaRI15Yy6fPb5tseZGwwSm7kAHPGDn8KUoKasF3F3ZIts1zE15pCgoDskUEYU4ycD0x71ctfDFxqQjeVzC8hBS3SXJkH94HOMfjzUfhaH+ztUa2nvNtx88sUTLzOMdj0zjjHvWveXgu7mR0CQxRDaqowVuR164UZPHPt6Vgo+zdjZe8rmLex2unyCIJMzxM2xlA5x14PGfxrNuIre7JVWWKVQSqk5Hrg56Vs3Xh867GQk37yI+YiFxtnXkcZ6P8A/qrmYL6ey1L7O8fnRSMFCyqdwxnBI64HofSk42fNEm19yJ5TKIfs8zTOjMrROPlb0APrUjtPbhPtqAjGV85cuntn0/OtW70NtVj87TtOdV3Hc4BIY8jcq5yOePSsWUtHdi3WUtLFwQwKj0IOa0p1FPUhxsL5sUjeX5aIPMyqqSuO/WrcwjuBETC53KQ2VUn+lRxfbHnJS3ScodudobA9qdb3EsMkqSxLJK5HlytwFOfTtWl0yUUWtYIJlhmE5AG4I0WMe/PGKto63EUhjDn+JF+Yn04B4qefVbhgogma1lC5dd20DHYH+lOnOqTRR3P2gSE8lIlCSIT0Bx2zQkirme0kLOIppnklU/MZHOT7YH8qfEg8llkKnn5RjI61PPDbx24M8UzS/cKMpwo69cdcn6VVmgYNEQXyxxkJ8owehFJKwN3LEMM6JhpRGM/KpkPT8KKozvIkmx7O2LKMEndz+QoqvkToFxEltN5avlsbSS27P+FRMl2GjKoUCEYLDJb0wPSrsdi004iV0imLbtsfz5H1HStZNM1GMORLHxjADZ69APwpjexhwabeMjcO8zHIHb8qpXtlNHMsNwksO7kA8j863p5XjdlnYwqucxKgBk989qqPp/mwo0CKyZHKybpB9QeKTYJFOMRqrWjlyu3BGz+tVxDllkWPGzGCnAHHTnnNbEUkpnAmaEsVAUStz+dRnzJZAICC5yMgH5h7elFw8jPnjW4ZXSEqeFbY+enU1pQaAt3HIwuUjkDDy0OR5nrg+30rTsvDu9ReXrNZwoh2ttyZfov9av2l1YwxfZ7JtTkv3BVA04jVOM7tuCeMZIzUuXYpRXU5a/jaGULnMqja5AwAfT3471VjiDqSeo5rc1ayght/NW+e8mkPmEheAD1LE85JrCRiu4eopxd0Jqxtw30tpIkkkZuI1A3DG75SPwpbm6spHjKWs/kqzBJJSAWHbjHy8+5FJpNy7yxQuGkHRAAPl9e1SXqrd37RzzCFV4XIyBjsaOoX0sQxzTJJGs7NbxscgDHJHoR3qCKeCUsotmiiJIV928seeST7VfD2xhIVx9mOV2Oq8N7Ac/jUEkKQusbpGIkO5lbcw/HHP4VSERubcW58ueVd4AwpBXH09KhsVhbCvZ/aV3EsxOMDHHSpERppPK01QxU5GOVH51btrmAE291PGjZ2SXHzIAfYAdBQ2O1yK5NskyyQO1rDtyeAQcduOfxqPWZkksIYzGfOV8h3jKMUwcde3rXZWuk+G41eK41J7iCZAIbtLcxlG6YZeu3jr6fWsbxvBc2VhbQNfR3Nqzb4jDvKLheOWAx16VF7sq1onFHpg5O7NA+YYPtk09UCROMZY4wfSoxw4AJz3qjNMv2IHmq/KkHGc/ypt2oM7DOcZAx3qGB2WTCMRjpntT5G/eBmYbiQePrTDqMwPMZQDhhg11vg5UFlc3M637QxOU/0ePcm84wGOe/p7VyStlyT1ODj8a7LwDcuf7W02S8+y20yiXeOcMDjp1PBxgc81lV2NY3NW9nAhLSW48wfMwmBAXnl9zAcYPTPesvT9Ws9G1m+kG1d4D2xMRcLnPIPYEEdu9drc6Vqt/bmOS7juvLDFg8u2VRyScOenHp/KuOkj/szxIPMuPskL2ykzB1y6lc+h6jt1rOLWxpLoVdSX7be29izuhdjLOryblQgdQNoxkdsYqbUrf7RfwWumXNxLcyJtZSQi4H8R5wTj+XHWs60Ml1Je6o84GRtRUHJGRxjsDn+db2l6OsdskiOy3s7B4sDIBzhV3ZIx39jxVNpakK7Zhah4fMEESvDcJMx3JudVI2jkEZ47H2qK2XULhJLaaBZTIuC0YGVPUMMd+P0rrd90l/JFcW0Ma4BhuZrYYOTjLDHCnJ59RVm4kS4lmgJSWEAlzbTGMnHp1B9ulT7RpWZpGim00cvaafdWmvaZFcFi0sEkIypG7k8KT16/rW3bj7FdyRTxNCh5BZWGD0wcj/Oaoa9fK+saNdqJ4fKuFUsY9vBx8w5OenXjpXYNqJknb+1LONprhtirHGzrj7u7LNjHOeB170KVldBKLbaMh1hZSzBWxzuWsDUbwwHEM0iKvzbYiAXx2J9K25tPNusb2o8xAzCRZZNhi54BzTktbWeRXjXzCIwWjcZ2568kAE9sCtParsZezexx91qupzQpdK6C3DFGjiJymPUn25zTobwSpuM34HrW5LpklrC08SBYmcqCpALD6d/TFc3f6WJy3kl0mPPLEfgPX8fwprkkJxlEvC/jiHMx+gNI+qO5Cruaudjt7+1YyMrTqoIYH5gPqBgg1esNatguyW0CMrY8yPBP055puPYnV7l4SzO3ywtz7Z/lVuCwmuQGEm0k8gnGBV2xNtdRBo5UdiQWUEjPU4AHT/Oa1PIFu0JtbW1kMEvmMLhiUf2HXj3rKc3E2hSUtjEt9ImmaVonWQQgGTLbdp9B6nnoOasSCOzjxHaNdXKksCZgIwR7AZPfjIFbmrR3V1B/owjt48AyfuNkaHdgYY5GeelOS3EFrHDeQxxRbBGQjDKcfw+ufc9+tQ5y6lxguhxdjex7ZFgDJLHO6h1B3BGbIUEdOD1xU17Lp6Rzrfao0kmza6lfnUnJ78c1qLaQJrFy0liI43t45U8lxk4fAIAOMnOMZ7cVXutlrqMXk3gkjHMy3kZDxE5ySADlcdcdKqOjItoZGnadZ3IaaZGlUw7sW6YEf8AsjJ/Wori8WEFbaOSEK4+UxBWU9ueQSe5rTcXOoxzy3V9JcouFi2H5WI6YXAKjnrjtVQI9u0MeoqhO1gg3Hnnkt/eHritk9DK1mVZWuJYvOurmQxoBtRYisgJPtwfrTZoJreMrc3LTxyIGIK/KCenHr+VaMSwTrEZRGzBh5kgBUg9+DwF+nPWqk8apfO9vtEbkLtAOHI/iYnr7Dim2JbmNFHbRXeUQyR8cyAsR7EVbgJtZmmtkVQeoAx9Byea0rVoYr6JrxbeUKNrrsx19PSqmpwWqOzQxTK+dyv/AMsyOei84/E0KQnqbMCXMtvBqDR+bNHlgPOKsvqF7fhxV21udK1CRY5IJUkkLSSTxyMu1h7cgn1HtkVy0WpSvNHaOjJEzZOVOJV9D/jXQC1sJtPD2UUgfPyhDgDtnk4zjvTnBVNVuEZuGjKp1WLR75ruOdLhy3KwxhAfcnH/ANfmtec6N4ijkvLMS2+oznbLGAuZBgcgnq3X6965ZrVUeTZsEkAw6SEpuPbBPGcVHGylttzDsVc7fMGwEeoYc/Q96n2bL9ombFv5+lpGsN/i5lB4un4TbwB0yD/nFTzqmqu009s8kgYRtMeQr9M7doOe1RxSQ6qBZ3Vo0l0q7UlaYBmz2JIwf0+tMlvINOP2a4M0NzHJmXfFjn03AnjGM+vNc8qfK+ZbmiXMZ8yx2ABsbmZCwCurnGfyqtdQTiRgZFkeI4ZicgAcEZzgitua6sftcRMknzEOqhFUPkYxjoMnjp796lkj0+W3uXhCQSMAPKYYBGOoHOT9apVLaMzlFmRbRRvYziMIzKyljImOM9j0H0qWfTYxi6guFjDYyFO0qP72Oh/SmQQwW0RkdzJCCoKswwfcLjr1qpLIqXTTq6oGG0MoxgeygYNbKaexNmWUgu0vIofNkmUtiO52Blb168d/Q1buNMv5YTbwQJLIn3i8PP8AwE+/vWfZXr2l2r2d+6CU4UlNyA/3tvTP8q1hqF9eTLbiRnZhlnV8GQD09PyqtBNGQ0lxYO1vcWLrIp5zCf8AGitBdX1OJFSa2iZ1GMyAFse5opXY+UoLdzW+ZULiMnDKUA/Cqj3M32reDgNjB6Y/CtpdOQ8i5ELYw42/ePb6cVSfTR/aPlJcNI+VWMFMbyfeh7ajWhZhlhsJcLiVwTtZIA5HuQ9Ne6e+mb7WivMxJJWMKee3t61VFuC8sBmlWZj1ZSfLGfbrXT2WgW8ii8jyLVEEu6cBSdp+ZcEZPH86j2ijoPlbOffTZ7m6BhDOIo+VxkRj61ei8PWtpukeVJ5yFmURpIcZ/vHAAH41ujVobXzLi4t/sqGfzkeJTtiJxgH+8BhfxFJqHiy3uj5tlfH7XMGWYwAqjAdCwydueeAalzk3oU4qK1FuLq71NzHeWhFrZoASimPZnjGAeSfU8e9ZVxb282rJHZWLQWyKAweYD5urEEZ9qu2nieWC1wLC1luZBtkd/v5P8WcYx0FUL3UrprGWWNbdWkuHAaI84J+bIPbt/ShKQ+aJYvNO01baVZtRZJtu7yYYiNxzwGPpxXCPIFcgHnNbF9eT+UI5WeMnnaQMtz/e7fSs37Gjxs0sgQg9P8a0UWYyd3oPhuDEwYg4PVc43D61sNeWsln9mhIxIAGeQDGeuc/Wobazit4AZLY+aed7DAUdsbjzTxYswLBxajoxfBOPpjmhoNRtvbeZH0Zo4sMdjBic98/07VevPKYRGFo5JQuTu5w3oOOR71nRacqwMt2/lRHDYiYFnP16rkGtMWlnbWhSG3kWSQ7AbjJAHbAFUO4q2s2+1lsyqzSMVCW5AwT2GP6itmw0CG11gSamFmw4edXJeRcdioPJPHr0zRFZ2xsoQNXgEjSBHhdSu7oBhsfzwabbukWp3Uwgi8tCdobIVgD8xB6n8RWUp3NYRHRXPmancmPRbq1jdspNOVYu/ODlyNoK+mcflWT42N2QhmvYbiKZzIqozEo20DBPQ+nFa7arHLNboEuWSBspPcOxRgR1wwyOnYYrnPGN297dRSt5auU5WJAqgZ7Y61NOzkVUuoHOqTggkkFsU1EyX5HHQ0qcsg24DE8mmMQsjxkcnkc9R3roOQmi2nLltrAgj3pZB0yPmHPp1pgYCFMKCxP6U+Zg8zgY3bR1NAwUoJCM5G4Zz2GK0NHvjpmprOOUxu5Xdn1GKycjdGSrKzdz0IqZWxG+0ZdceWRz3pNXLUrHq0OsbrCK5S5t2j3ZMzKiuSei569+eTXOaxLJE32ol40ltnWPeM5BBUgZHr+WaoeH9QEF2NOvZ3gsmJeMPyiM2DnpjBPXGPXtW142e0isbW22xTXEkbbZFcEryMvjJznt+NcqXLPU6JSUo3Whkad9pu7Cw0q1QO8WXYeWMAk9CRyR/j7V0O/UJ53a3WKHEoIiVBHhlGSeOi5H3R3pmm29voLNpl88QlmVLi3uFJCspGHQnGcjqMccGuhuNQjsGigs0dLV0AeSKNHPTI55Yk4zz61nKpfVbFQtb1Mm6JF00GlQhnwvnyLMJFVWXLAMBnk54x+dOTeZja3TMRKSpdIRkYPyDPBJ5HTHrUU0cQmFuPtIim2yGZSEUFcn7gBzyMA0+bT4mgj86e6jlALxKCWJAOQpIOQffH5UlLmsWrx22MjVLcyeF7m3hgdWTEwLo25mD4GM8gY3fr6Ve02/t7e3jmvkM8JX9+yP8wkBxjnO8Ec9uTU6XepQSzJb+Q0UwIlhLlWyAeTn7zZPJHuetYAVrPxC1jNEIpJ4w8ZQM2GPYYGSc+larVWRm3rdndpdaRc3ireTQ2fALQImBIDyAvUjrzk/lWKsWn2kNzeS3UUIMjLGjIynHsMYwao2tpcrqDLdWj296CV3zSKhlQ8YGQTu4zntmn6xZTS2EC28f7tYwAZMHcMcHIPXk/TIFLrZluPWIserSSu9tc3PlwxEPE0Ue8HrgH2PXiqeqeTNM0kcTBCOhJJ/Grs7yX0NvHC7JuxGbVIw0QZQMfN3Ixzn61l36TwPG7l2dd4d/L8wR88HGa1SSZlKTa2MqTUJJZVt33FUfEbEMCSBwS3+J5qS60+C+tz5yL5u3HmYAKnFZ06X88sdxLqDTAfcUJtzn2z19qsWdteyW0kcUoKLGWlyMBAB0ye/TitW49zGPNroc/bPcW0+UfDDgDOP1rptP1oXZVJ55A6/IqxxjBJ5+bJ9fSucFrJOhuAJW2cFtwwKtWVlLbP56GZFHJl6fr6c058rVmKm5Rd0emWk9pNZLBK+pT21vJlwZ04XB3bULEg5xxx3qlcyObxFkjtY4DyFnLEsrcqMA8Hpx+g6VlWt9CY1E0UgIzhY/mO7byw9fY5q3az3n9nRBrSJ4o2V5E2bZSMY3Djge5OM/Wua9t0daV1uVFa1i1R4YreIpJEsD+c52xyhsnaOCQM1e1I34tVWy8lQM/u4roSeY348fgPWs6NbNILeVraZ4wGVuSr7wx+bPXvnGK09bvrW9srV/s+yVIhHGskbR/Ulhwc8+9VFp7ozkrMwroXyCKPWNP8AJ2rhTGpyoxnBYYyfqasQQF7ZmtBJcAlkPn/fX1C8/TkUx7qJbdrywbyC4CXAkXdkkY+UnLKMcEE9eapQ3MEe+K7le7gQ7knjfIjY9u2T/kVd0iXzPY6jRbRV05xNbRtdvE64aQh1x2Pbgdhk89a5LV5Y55VjtYdu/akcUQbaB0wc85zWg2iazqMoSxhdo0y7yGUEMpGckevPUc5rehjns0eG6sI57uNhiR9xSLjunJ3cZ74/Gpk9Lk8qPPJBLCJLdUkhniU+Ysi989Kkg+3RIz28atGf9awycH/PSukltrc3Uk19cR3Kq+4mBd5djx8ykdPr9OMVJqd7ZQmWztbe3tVL5fMu2QccL0469B0p02txNdjnLpp3WKNiszqBlQ5LDPTmo4Lm7spkCnIXHyuc4PufarDwzSN9qWJIonO3yXdtrYH3sng/nWfNN5SFGyJxJgxKCPxzkitF3E1fc7DS76wvFLl0hc4MisoKOo67lPX1z1q/qfhqPVHFxaX73AwDLDwGGeRjPbpwfzrj7e3uZV2x2sTSsQwAYbueOe2K6HRtcfR9TS0vxFLEAQpDbhjPzBT6Vo5Jozs1qjLhgeyuJrSWI7kJGJVPy+p55/pWk0xNm0KmMRHl2uMHdjt78+ldH4hv9OvNNt72XY0bP5fnwIS0aHoSe4yOlefXS2MF86JIZ4wSC0Q5B+npWbjrY0UnYuOIPNUXE6qGACRo7OCe3JB457enWtm4i0Frd/tktxGyqPLkto2Yk9g24Yx16VgyzRwxohglDryhyRlT2K4xUlpPdTNJ5MO6MAgsVz5Y7bs8VDSbs0W2iwscE4Js3jdCN/75RnA46AYx+tPu9Pu1gSOSz8sA5zGc5BPUg9KyFu7iGbK29s5jXJTqxHQkD3rYsdbsXRhcvcJvfaqwucqM4wewGfXNKUGtYkaDQw8wPJuyhCbgNpwOBuFRzhUZLu1mkiYsVKsnycnv6CtLWolhvVWGYxSkECViJASOoHA5rHu5pXmmKRkKfmGR8wHoQPzoi3sybO5dFtM43TXLox5/dplSPUUUzTpL0WgWK6MKqSNoGQffkUVfOLU0bG2jg1LyryMagHLNHFswx/2evA9+1TX1roxuxLbQS2yygAwiQO6SegJ5I+lZ0N7pFoHzPcwyYG37PhmznPVucVbv7m1TS0ltyI2Y4Lu7SSufXJAC/QcUmr7lrQmez0vzpkv7t7IrGCrzRZbI5OQDn0HH5VnwHTJjHBDcGOZiY2eVWPy5z8xz1NE93DdQLbQXKCFSMkRks792bPYetVV0qObJs76N325aMx4ORzwc0lBNFc9hJZbaC9lhuGlEbY2srDJAOenT/CoLUi7aSK3iQIvzKxwOAe/PNST2v2KKKd1thI+FHzDBPr7mmS6bNHEkpVRIz4UOmAfU1VrEN3GzCzedRf3sQiYYEcWdzfQAcUsEv+gmNYJ/svmlVdpgAoJ7jrS3aNFFbTvFG2AYWJAyhByoyOuQf502zW/kSSSKVUDnBEuAq+vB9arS4rklza2UFisu3zTvw0m3OTn8qablY4DCkEcbOw2PL99h6ADgfjUdzP5MJtC6bDggg7gWzzn/AOtTLKCSImea2PkhWYu6BQ5+p/lUu47aGi9tpUtnFHPePbzSLna9wzADr2yMGs+S0E/lRwuqhiD5khZvp/ntThcWCI7iJYkYYAZyVBzy3T07U9JY3jdojPJBt2naABuPQ0biTJ1hkguCPPjMq8SOpBBx0AB610DanD5EgvbuGKdAFSIRnJPQ7mHTj19a5ezsH2SSyRSBIPvO2FJB5xg9ePTJrptJvZY9lwvkmEx7wJIzI8Sf3uvUc9ccVlLR7m0IXV2Zltshun8rcwl+dmAIPXjHbPf27Vet9LuLLV3vEtWmlkU4R0IGO5cMefp61oR6wkLxtHJHIpDMOMbsdWAUZz24/Cq9v4okkM9rFbrFcZBLyhU2EHjoOMD86xqVJJe6rm3Lyq7LMtrHHNE8NiNwUBIxuZ2PQ8twoz6Z9K4nX5FbWLjCKuHMe1eACBzx9c8e1dZrXjUi/nextbdJvIBlljX5QzDnJ7nP05P415xLdGRGHVt2S/U5rTD3a5pKxjXqKSSQoJ2qcZPtUEsuAhZeR/EKdDKWjz0PTjvVSdy0qxhgQfXsa6zlLKziRCdhA9qsRkkFi2Tnkr0qhE67VRM4GM1o7TGV/eZY9VI4FAxC25URjkEk49feoEleGZlXIXOAv9akJjDo2Bw2054wf6VXkyZSR0PPHapuCudFbSJq8MdpEyx3iriIyNgSf7GfU9s9+O9V3jaa7V7k4w4iPyYGfoPpVGySQyRHZlc8gHkj/P8AOug0iOOfWdOs5VCR/at0uCdxHHp1xjFRPa5tFHc6wltKq+XPL9lhIaPzo2KNz1BA+U+44PGaa1w7qZ4VbYxD4hbbvHbcCTxgr2/nmtG9sdNudCHlXs6yAkyTRSHBjxjhRnIJ71gR2qafDDBba4VEi+WY5Vz5nPOCBk4446dMVxX5lZHXBW3NRppvstwtyge3hG7MjbUPQkBs89MgD3qfTLb7deTWduY0ikHnLGXWblRkgEcjjsOv4Vg3jpeXC+brBkjtkwYyPLKsOnb525+n0qOzvW0u4wbx/LkRymxRuZT3yOc9j6j8auySF3Ojs7oWss9oYlvZtxAjeMo4BGchiMY4PU9fpXO+I7u4t9Q0jVNQWSGeK5KOpJDCMgH8PwrT0vURJqQv7mYWttdITHhmWTrwBjgjtyPSsP4h6oJjbWsU00yq3mr5h+ZCR0J6nPv0/GlCUU+VDlGVrtF23vtNvL2Vpbi7V5GYjackgc89c8evTtWhp2uaQ1wZEsVlDAbmu5srwMbgiADjHTI4rylLye3n3xStEQMBlODXR2XjCUzL/aECSD++Bhl4x+PPNaK8Sbprc7a/v5J9rr9njWNttvHbqMIxHTjJAIB5PAqvbahtuo57tH04sSF8yHcpx0J24yD+VV7e502QrdacSoiXcGEZGQcZUk/eIPrkc+4rVuJLp9TaVzFdMUwmxjhABuKkHjOPT9e0OpFPzLcO5m3UL3d5EqvFHNOxbZFCB5a55BXg8jkH1qGTTLO0hfzzJDGw/eS3Ecg82THygEAYPT8Dn2rda/glhlEkImxIjyIZwnlKOhU4JPBxgfl0qxaX3hO4tr9X3JHLFxcT5fZjAxt9OQOD0HbFaQkpdTGSa6Hm8EVvBd+b5kBSYFGZowVQ++RjB9farVyXljZEWNgRywmXaB9Ac/hWjqFtFLp8ttHYRGL70EttKWVsHhmGM8ds+prIiN3LZo0Fkly0bEk7Sz5Octzx1+mK0Tu7EtNLUlV4tMi85V3TqMgPhkkX3Hr3HoRV7Tb68aLdo1xtilV1faSzcj5hzyCfxqOXVbTykgtrKWG+2NGh8gssp91x1HY4IrFmgu5YpIpFWO5GR5cXGQemFxwe9Va5N7GlpNyILp7m3O+blJFkQOMjuD19Kl1PULjVUWC7dvIkO/ylAGMYGevBOOMVh2em21s8K3WrQJMGH+jXG7aVx13L7np14q3dQovleReR7wx/cpcBVYcH5Q3PXoc/lUWsynrqaBitoHQSW92Lzb8rxQIVJ5ALc888E1LNCselGGSAGZiQ0/lrvOfQBufqRx2qBb9ri+WW91FIC6ggspO8Y+6F6ZHTgj6VSnTVY7+K5hurm7V1Hy+UMI3XZ6ccc9M0XXQLGtBqF5plklrp11ParcREhGl2ZXp1xlc8dMfWrNnoN1HYzz6lNGhcof8AXbgVySc4JLHGM5I/GoLjSriGWRrqDzJ9iyv5WZIwD0BZfuk98e1RLYtPC9qwj/djLyRozsD69cZpc2lmLlb2M+8RZ9UeytLiVYsYZ5gAmT/ETxgfXpSC0tnlW6jmaO4gcrvG2QMADhgCPmO4e+fwqDUtLubWB5roQSJKAPOVy3OfvEdm9ahsJPMuGtEIijC7hIo2kH3AOSD6D36UNO2gkrlyZLyK3WNbhQlwCxSSPBGeSdvQZ6/SpE0uGKOKWYyiRT5o44H0PelWbN3FNcIkqFthV2w7gcndznH9OKhv7l76aSRbtAgXcxjzsUA8DkA/hXPOpPRA0rDJ1tpHZ8MJVHDEH9ayGt3unaLerlfnC5OVzxx6itb7TJPEhYkRxrwQO3U4/Gqcl5bwZubaKIlSAzAEEZqqVVp66mYbtRstNkt5zP8AYXwrOhwEI6BvTPrUMYgFr5kgXzDgM7KRuH9TSSaqJVJ2J8ww5LE/gR0IqKPT5nh3RpKVT5vKlONpzjj1FdCu9UWpK1iSRpJL7dNMWjk6TgbdpHGCM1LBp7STu8U2COeeD+I6GryQW+lafN5tq81zIB8wb7ueoA703yYoUjeGUJIoAZJDkHJ6buoI+la2IuRX0N3ENs0a4LgAohww6jHcfhWvon9myWjG4hlivlfDxySbfp8uP0PWs66nmJCXTSCIAMnzggdyMHkGludaNwJEiuXG7AWSUliQO2aTiVz6WLM87zahdbIoy0xwyZC5x0+UcZ/WknE2m3CW+VSUqGaPPynP8IJ7+xwafZPImlrPHd224rsVgCzryTuAI7nvz0q/BrzX7tp+tCMfK4ErwDc5PQc/zz3zUSdugOKZgyyRxyMhKREH7siEGip2YQnyrW9ujCnyqXMZzj03AkD2op3XYXs33Lc9tDHHHDbIIY4RllKDc/fLEfyzU00k1qIIJY2tmdQ8YMZG9ezEnJGfapVnt1RpHhlCodrvgoFPbsf5U2fVLi7spGmtfN3EbXcgucen+zSUbKwcyZgXsjO3moH89l8sFiAfyHSlTTjA8Us+oW8cynmNZ/mB/wB0D0qa7KwxCSa3VZSfm+bkDrnBpsc+ntZ+YkUce5tqvsBO70q4xSE2yq0rRy+aLqKZiSVEZJKH1qVb+W73NcS7lY7QGYkrVz+ybvUF2QtAqINrSyHkn0wOlUbqB7K5NvJCNyKuAuSGz3z3pNdRXSJG8u2mZZD5isdjmN9wx2IHrVq3CB1N4hEcb4kRNrMOwDDjHr3p1iV1IyWkVlbW67lXzPLKEAHt3Y1Wuov7Tu2JmiUKxVC/AZAcc989KqSWjE1qWdSj0iRVijupQHPyhFCmM5/i65/CqjIZ9PgVmurl4wwUyndH9AMZ6981K8MMUbwxxk848y3jJU+wB5/z0qWwvVs7vyvJnTccYKZbd9Ow6Umyxf7GuAvmXUKOSQGiXKDHYjPXp2rQ0ex0+e7iW4E9vChG9PLKhzn1PQcil025RNbWO/kuJyyOSN3lleOx7nAPtW0l5pN3cJbW1y1pZOwjMafv5W7jcSB09s9KynUveKKjG5RuYEmv5MXFvBbxFUV5HCmRs4yoYEtkdewp12tpp0UEUwDwzZaFum/BO4leMdcZ9q1LeWy0+7tW/tP7fIJ5QkgjTL/KDtYfy6d6r6tJe37Jc3MMaN94212RhsZ+Uc5wf7o9qxu1pc6Fy2tYvHRNKOrL9laOEyRI0LBtoC7d5GOoPHX3rmZIrGayuZ5nSFtxMM8g2ptPUBgdzN7AYq9bumqanFDNHbh5ULfOdqDYpwC3ZcDtycAVx2s61e6iymMRQRxAqipgYGe3pn2pcs5SaM5SUSHWr1ZWNtbqbew37gpBMkx/vtk5J+tYrMPm8qMhegUnmr8Wl4tzNOzPKc4iQ5YehNEllDBYpJJNvmkbiMDIUe5rqjCysczuyjEH+VdoUtwDjrVg2MeQmzbtIJHf6mpraaKFfJlhV4N24nb83TjkdRVeKUyzO7ArGwb5cnA9MVTuVFKxU8rEsOI2QFiC3ODW5siG1TCokxnOfTvWdb3EjTQxRbvLLDcGJO7HcelbBcwQs0oyzLjBHOewq4vTUUlZ2Rh3EQF26Bvu4b9OlS27AMAV+brjjmrc4cSl2BZcBlGOuRSWtnNcSosNvJIzgsqIuThc5PtiobsOKsWbKbybtZo0BkcbAMAkZq/bfaNN1ZF+xxy3Ko7FXlGHz1Oeg4/lTdPMdrvkPySQpvyCCd3QY/Oup07w6bzTrnV/tlz/AGnasiiLywxOemfoM5+lY1pqG5rHXUxdP/tu71ZbWzK2PlxmVSWB8tMcFm7cH/61af8AaqTX8Ma3lvAGiVGaW3CCQ5OWzgcnPGBWla6HfXOhrOLqC1gZHR45MK0bDoWY9c9ugHPGawLR9O0pTCGbUL+PkMX2xf8AAeefx/CuR1YNNLU35rGB4s1F7vVFMDriJdqsgwCP88VR1HUhDcxw2E032aOFVLN1d9vzsR+JH0q7fz28sjP5ABcncEPH4e1Z728Mqgxr5bD1PWt4TTSuYOpd3Ksepyx7WVyNpyO1Ry3jzSeaWPJyRn+lEtoUznJ+vFVwmTnn8q2Sj0G5NqxblO0Kwfhh0o+146ggEYyec1TbeE2Z+XOcU4NsxnGQQeDVWJ5rHS6deT22k3FrHLHHPlZIcP8AODkZAHbI96k0vxbquhLdQw7dlwAsyuM5wf0rn7iW3ZVKEcdcLg1GzgtvMm5ieah00XGo2ep6Lr2ma5bbbkm0vIz8kcZyre+D1POMVrTKLZoprT7TGBCd8RVJN3rz/SvGYrl4ZhJGSWU5Bxgite11qWRislwUzw3o31rndJxd0bxqLqejXWqamsdxcabHEZHjWKScgDamMBVA7+w9axIonmjiu7eH7JLcQmSIW8qkBkOG+UdmXsecg1lR3c7x7S7YJBJRyM471pLeJ9lIjgQSmRWXaB8pHQAenXIHXOadqid7ilyy2Llv4nntGgjkMdzIGBWK5QhlyOqv2z7HPFaraho95sNzatDdKoEqWzZ2YPGSyn65BqOyc31o5S0E5JZ1jdd+JBjI5zgHof5VRhY6ZM93OIUWQhTHIWO885APVR6dq09o9yHTi9LE89gibYYX0u6gyWaO8tysznrgsOD+lcte6bMXImTYquzgW4Ryrscjv0x6Gu9utN0m/i8mzsHtpU6BZTI5PU9+OR1OMcVW1HSL7+zWTzglzEuYhM+5gMknBx2Az6U3UQuTSxwt9ZTi3QPG/ZSZEOCxz+vFS6Z/ozRu08q/Ps2lThCBnPTOPp3rdsp790F+kkU6O+JVlRXjY4GTk9O2O3PWtiWC5At4r7TNE3zKTGJAFWQf7JU4H449KqylsybtdCnqHiezSCFIpryMhNsxhRCGY99rDJA+v9Ki0vUNVjY3TRQzWah0LTRFElDrgDAPPHYZ70l1cafp0pin0S2VlXB8h3IHPrnOaSbW9D1AhfsQ86TA2xyMC/oDnOarktsSp3MxL2G/tpUkZo2RmJmJ35HY4x8oHTHJp2iGzuNVjgt7WKO6nwimKcxgE/3s557cfhVqLTdKcyPZWc0asf3ipMTzjA9xV63vbX+2YWl0xLa9kdnjcxHcW2nBHOOuTnHXFHK+oOS6GL88+qPDhA4+59qKh5FBPTsQcY/GsS5c6cqZtRC+50YOTuPdcg9Pr3rTuv7Mv5FhSOHGf3c8oKM/PTk9focVrt4Tt47MXq6wslxNH5RtZo/mXHqcn5eOoqJU4sGr6nn013MztFu+YjBQcVasoIRu/tO3uVSUAoEBBB7HHet4+GtXw8kcUUvkgMxjBPsACBnnpiteXSPtNvayQ2VzHO5LbgCZV9cAnGeO/GDWkIKOxk0urOWt7GKyf7YZFnkiDFUdCqtx0yON3+TSI8OsWrXMjbXXK7FyfLxz/k961Jkmjs5rZ4biGQyFkJt2jVPrxg+pHFc1eW17aXQ+Qxs38cSkBiR+tVZgmuhtyzQxabDIYZLkgjLNIVbkenalM1xLFI9tG6uQAQ5y6/lVG00u6vbIBJPJLuQS5ILE+oxVyXSl06MwS5lVDteWN8bj346gD3o0e42tDDmsbqK8mKvJOEXzWbGCB1JweuKtx3kIcF9kcxXKvHyrAj26Z9KtzvbS2htrVpbmZchRIMqfasEwyW0ghl+V0O1lK9DT0JNmO9u7EcQeYr/wPnkHrtYe9PWZrtBG9owiK5JL5x7/AEqlps4j1OB3RpEjcHy2bOQDyK3fE99DcC3u44Buf5S0ZAIx0GB0pNJoqMmncoGwZQCGhKsMj524H4UVCkkcq75ZJdx92/oKKiyNec6O7v0UG31Ob7XM3zGPzcoAO+OMVnwSWcW+FboLE7Z8xlLADuvHaori6bpddBkP0YFj0OcdetVbazEV2iyQNKkncvsVQexPSraZgkacs6xpIPMgmO5QJF58sZ6jNSSwGys0kbR5P3xwJZicP1PAWm3C21jMrGxjYYDbvM3gn3HFQXmrwTBNsLSSA4RDI2xT9OmaBrsPW8NnbwxwFWdz5h8thwSe4FQfbbyT/SIcTXDylFLA7VPoAcDHfmqs4DTI8FssUjj94gBI4/kfatC1e28hmnt/OdQfLXbkD3J9f5Utx6NF+y1a6u7h9OnaCKRbWTfIIzy4UnJHrWTEJikTWdsp3qN7fcAUnoT1zUi3UP2oNLJcCV1CEqwUBSMFcgAnirkNvp1oQWvQExhxvVyDnjkHOenHWnKSvYS0YsQktdheaNsAhNrbRGfb1/rUek6Tq2rXeba2Vp2k3s7SCPdjoN3ofSrVzpsVxceZM8ltCg3KAOuR15PQ1XhguWDoT5bqhYGJyQM9jgg+vt9am+lyo3bOkmU2doPOltEuoFLwqUMsTkZBBY855wCcjNYcUt1PBJdvYwP5Rw8kUKsEJ6ZbPX2qOa/t8qs821VUosg3NkehVzyM+9XILNFRHjlRo5IvlSFG2rz93dzgjHTqM1nzK5rytbsnvUk1V4buBv7PWOJRNKzq28/7B4bJyM/Tpin22p2jW6xW5l+3+YRHiQNhv7wOM7s9MnFR2X2Vd0l3ptw0qFQssc3Q5+9gA8cjH/1qsaR4jjvHks7aCBInj/0jz4d7K4P3yQeSSfw49Kzm0mUtjPt9cQ2rxyabZyGRWTzpMCRG+6GX07nnjrXP3NuqIJkYSxMfLSUDYoOed3f6eua7O48Aa0llc3tqbS8hKh1aN/M8xc9lPoKxJPD9rb3srm4ieRekUsR5HduDxzng44raKad+5L5bO25TkWKzkzBcQsCuxzGMtn1J6A1DA+IpYovMbfhdjopZvYelKbgW8ksiG0aNhyY0MY2+uM//AK6ggl33aGdh9lU79sJ5b2BrSxlcbqGmyW7xyBGRWcBRjnH09PeqtvawxzKQ3mSIQZFf7uT6cVeurlpJi9wGKE/uowMkD6Drx2rOeW4QtG8bszH5UJ+Yj3p3Fy9TSvo7KOG0ijySjfMFGDtPcn0rNkvGuJirRnylPChv60zyZXUSyRtuKh2Zfuqucc1eh0+ZrNp0WBT/ANNOScdT6UJsTWpLBapNBbyS5QKxVipywXP8gTU9st7pF209rdlSEaMFedynrnPqKyo5ik2yM58xdrIejjuMduma1PMtbGePzmd4d4Mmfm3HHI+Xt0FRPVajSR0Onw6dY6RHf3FlcM4l8u4uCyhScZCLnnjjkD61C2qyw3TC21GVGCCZsRlt567Tj8s9gOKxLrWDeTWsbTvK9urKYZgFiAHTaF6HH45NLab7eyubspDJA0gjBnG6XDDIGBjnAbnHUVzuPNH30bvljojZurvW9SikkkuorVYSC7LLjc3qB3OPw4rm7i1mjYyNlmb5gSM7vfPetRW0ye3lcSBDDkMvO7jsAOv6VbSz0yZkt7rUTbfut0UxG5CvTG3OeT6fyrNUeXYVTyOX3Fo/KaAE+ZuLA/NgDGPambDb7jF5himUoA/8Xt+B/lW3f2BsZI4i4ZxycJwRn+E06a+T7NsltI/I2nCIuCGz/e7ZHerpyjJamL03MGGyublpERc+WAWBYLn86r3NhNbzIkjKTgkqO2K0IWiXedpQIu8bzkY9Peorl7y8UvJuZcB1ZccDoB/9auiMUgM54JIom3QYKgEsTzj2qsUXHTJz1NdAtrcrp8V1dky24BHlt1x0OfpxUMejtcSRtDZySQE5DwqdpGQMEmml0GrrcwmiKZIJFBjYqGUYHTcO9a93CIn/AHtu8BRtrlvuj096it2kQGBRDLHIwJLKcEfXtRZlXSMvDg5PWrEU2wFt2M8cDOfrV6TTpFOVVXXIy0bblB6dainsYYpVAlJBIzlTx65qX2Zat0LluftEat9s+zOAAu7IB98+lSH+1opd0GZyhJIhO/8AEqO1NIubWJ0X99EBuAA4ZR6Zqq9xclkkhEkDJnO3IwM9sVK8imdRo+qR3E1ssd69jIhJcyHG1yDnaQMgEdcjP5Ve1S9hMCpczXCSFgRMsO5SOy7u/r0rjXtJIpPNRpILpTllJwwb+hrrhaXTWWjLHq3nrdwtLJCw+ZHUncuTnHPQ96iVoteYKfQsWl3Fo9xJeJZGFmC4lud3zHtt6cfStCHVG1G1ggjmiWOUvie5tgDvHKgkngHLY9MVSmvyxSLU7tGhdcEmLhCPugjjj6fripmnshqEclz5UNoiYBWTd0OVAGOhx+pqGk3dFK7KEkOuEIsMlt9lQFnjMygNzyfQE9h14qdY9E1G+tZL59TtriJRFstZQhYbiD948D169Kj1a4ube2e9t7lZPNmI8yGFY9q4GAw44x+fXvTrS9tXljnvbS3hAYA3kKnK8jAwTjsRjvVwva6RdRRuk2Pu7ZJrl50hZBZpniVZQ4UfK5I6knAP/wCuqdpqNtcQLBfaEkNyvH263XbuY8j6N16da6t7+V/si6daWs9upJlnkzln5OSmcYw2D1rmpPElve6ldp8sVsYdqpj5cjjccDOSc9OtEZd0RKKeiM0ILR0l07UXVyd5iiwPLA/vg9SfQdqmtLQ3V3Jrkepb7+0kjmlFwzYmG7gKcEdsY/Kp7zR5tRsisM0aQpL8wuFIkVe/OM7Seg96zVtY9G0a5a8WeUmVQsaABVOCSMg5BGRjPHNXzpaEqnKWpf1fTJbrxBf28NrGZhKSkPmHgMfTI6Z7ZqxbXH+iLCbpzcRui3MeNqtzg4J6e+ahknmvbe3vZHGyc/N5bKrIfQ9xkc0zVpdO1K4CT20xuSwf7Sp8s9OVwBz9W5q+ZvYz5VHc1re/sbe1kjNxf2hAAIg/eg89mPP4ZqrfX3iG1uBaJcyXALlI4Z42VnHY7Qce/U1Ugf7Lpkj3kUrFIhJayxpzJlsAsemBgjPepIbqPUIC91bSwTbtyvLKWb04AxgUvatMapxaIDq2uyTeY0txG/LKxygB6YweO1akPiDxOtvumSa5jQ5ztDAH6io50kmANvJ/ocYKTRsw/dMOCRkHrjIHrmo7AR2DtcSapL9mlcBGmgL+Y5JAHB+UcYBFaRrfIylTvsSyarPq0byPpEbRKwJLQgjPflcGqcd74dfzFkjS2Ykl9lwevr82efxrQa+itrx2nDR3C8K3UEdTnnGfeqGpPY3dvNJDYLFbY3G6QqGZuQTkcn8eKv2guQt2mj6a92t9ZzyPEFIwHXOeOcg1m+IvDtxdv9p09DLJIMSRqQ2Tnhs+uKxbUoiQRWqFHbIM4fA64yQO9bzWd7YIjNKt2ZQMNuWMp74ByaT5WLVM5NtOu7YlbuxnVhwCI2/wqdIJBcR272+Jj91gcH6EV2TalPbqxmnWI4AVVlYD8TjrTD4ku4vMYwJe+VjgDc+fpj9aLLuF2+hU0/VrOC1EV7G4lQ4xjtRU0/iCUyBk0PTG3DJ82MbgffAoqLR7i5WZ8vk3OnQRsRbQs24l1wSR+uDWrYT6ZqBksGhihYKCzEgmRh/dH9KxrqXTrxsC6ihUgcSbwB74/wDr0r2ljbKnlJJcIGzJOoG1R7EHNVZlKyOms9BtktXUxJLAVO1sncD9OBiuTj002zPbSSvBiXEb+UWZT1ycHp+NP/tGbT4y0VxM9vJGVhBJwDnn+tS2F/uspmnMBt5WIw6/P6np1PpSTd7CsVo9LkgxLc3bSXBJCAMOc9yOprQs5msLmG3vLOSJyuAwHDfQ96jUEyQFraCW1+UrKrANgn+I8nPT0rXmtpZZ3jh1FGhmG4xzgsrexPVfamrbB5HOXvkWkuXSSRn3iJeCQT3I9ulZ1rpcUqvM0kqxA/PnC9OgwO9dBFa3lnfra3lqr+YQY2jjY7vQZrWl8J3EKs7xxxFyQYppsRqfXPPzCk/IaV9ygZHuNH+0EQxRxusK7w4KlV6++BjP1qaCRI5F+1aqkqTFSsUcZAcDkkg47E4Ge9bem2GmQQxR6xdQzQQB28m2WQh3YD5iWPJ4p0EXhW0uRctbXNw2MbrjB7ccZwQPTFQqctkPnhFEbQeB9SvoDp0MzbY5C6fMWduijHJ/AVan8OarbLY3Npb3cMU0H+k7swRqDwRyfbGOvfNUJdee3jaOwgSzj3EmSFQjufdhjj2HFQf2rdzhy91M5Zed0jfMPzq1QvuyfrHLsie5iutHgW30y5VJEJJaKQSBh/dJ54749ax7SPUpHTLRwIZAIiqDarHksz9vxq4t1Ft2qzIVHODgmhLuNoyrAmM9VY5zTlhovZjhimnqi67O95Laza9cMsTCNTFKyRSv7MMkgEjt+lYmpWZS8kltXjuUGFBSXduI68nrzml1CyN1+8jnLFV2pFI2FGeuf04xWXHDqdmrbYUt4VTYQB5gx7elRCnKPxFSqRexVS4jF2zSW8rFiOGRiox04q6Y5L0iV3ijVcgsOo9gO1Vy00sT+Ws7oCFZkHGOmeegqyLJLixRrXMmxj/rgQuB2Of5VbEhI3gntJUgsTIyrkTcj5s9RVF9PuLuZGSNVUsd7NyQ3fPqP0q22sCZ44kR41z8rJ0bHt2FWku4LdxKZleFB8wD8rntxx+FIWxn6rOYTFbMzlnHOcAccDAFVjMUWOKMksE2rE/Tnvn8a0L+7s76JmbzfLQlkdYgykdBz79falsra3e+OLlJIGUED7vJGTn6dKdgKNsrW1ytywhAA2N5o3Bs8ZWobiVIUVGG87T8o7j8anNi6XSzsSsB3NGOo6kZ5pssu9EART6B1454zUgtWNt45iqXFtBvR+EGPm4z+Gev1qxDBPJGLuO2ngO8KfOBIyfut0+uKs2W393bW0kM0cC+c6xk439B16npV/w/Nez6kYtQu7hI5V8mQzSACEk7kK54zuA/WpXvK7K1WhTaG6TUJXuYlhWLcXmcY4Hcnv29+gqG+s4tQlWCykuAsYTa8q7mzjkDvgkk49qXXbuTUoUiiDsRIcRKMgk9WPYntUdnBcadOnkLMrROXYMSOVXoCPY81MlbYaUmRTz6nPDDDO8rqGweQWBPqRz0qrDdvZynLb+cqjYIPPXmt/UL9rgm4+ztECpIQgcpgc5wDnr0rDY2k0gdTHvZMndle/UD3FVGEexMvMS7uhqr/uIbcuDlmVdp/Mds1JZxPHctCYX/AHa5eMjLc/3adaQJb3ym2e3UPGA+/wCUY9ajaTbqEyJdw5K/LJGx2gDqM9z/AIVdg0toWfs11EsKObjezltrD5VPY1sWt1LYGYkosTEloyoAf3ANY8F9cRSk3ETszttLgYBXGQRn8KikvbeW68yEyQkJiTzFzkH0pW10G3ob8Cabq92z3CSmRkaVvMGCVHoOhxx055rMWzRIZZIS4AY+TN91XQZ6KT04xTbaaNp0OFmtQCCHG3PP09MVJqE8gspLaLdJaFARGq8Iw5zz2yappNEpsohLi40ie63oqxn90kb7UIz82V/KoJHEz745cu2AEVcg/h1pyWNxc25aFG8nHXB2kjtnuf5Vcsn0y3gz/rWeI+ZkbWVgeQKhotWvcITNPBFYzKC0I+RQccHnHXGM81FG0qSTQK5Lq2OACnH+0PSpJLe3nsxPaxrEFXcSev4ilf8A1Fq1jckRvCpli8z5s5IIPr0/LFTpBhfoaGmaukCfZ57WK8BfzVfblhx3B9+asRXFvBKptomuCSzGUxZCnH3VI+mDn1OKydIjSK4eK6ik8oh2jkIPy5x85xzxjv61to0Frb70kLeU+flOB9QaJRUtGCdmZ6ahJsEMis/VmPBXAOBnP4/pT5/IvVmdojJEMEs5IIB55Pr15PbFLdXttcSy3dtbyC0K7pFYhm8wHlhyM59e/pUdzeWyizaC0ZDAoinZW3CTgncf++h+FQrRdu5q5c1jUj1Pw8JUglhJyqpGjNnaPXI9PT6+taMcd7ZWRv8AQ9QgQNIVeCRzIgJ67UbIPHqO9cVdQRl/tEUcLICTtRshR/SrdhPOIT5FwIZUw8WCPnGeQ348ZpODSumaKcHpJHR6lqb3Ti01Cz0y1vIsxpd2pKQuT95XUHBHOCB+HSorjwuugWJvDJPJNIokEbuiBMDjLZ3Ngng45FZmkXGnafrEsWv2l5aNJGz7FgXIyOwPb39M1aea5e3a7hjhfCgQI6j73faOmMYAFNNolxVzWuZdbkso9QSZ3tolEctsjmVY2xznK7enPHNZ1sLTUI7mS7uY7S3chHeSXETNxhgCDz0yAD+FU5tb1PUoMxSwWVg8qpNCqBI2YdWIA5Yd8fyNXfFOgXMFvp7alDbyukTxBIUYqM5K/MBt3Y7D05p6PVjV1ojOudOj0+EEakzxBwUj8kK0in+NRnleD1o1G6njgtTZTQXccUY+VsYGeu4Hr17HtXPx2s1vcLdQKrWzqFPmZwRj5gB1Jz6V3HhqLTDbSzSSGC3hhaXZIgckA5K+2TjrnApqNne5M530sZscWpRWcU8ojK3kIkV5YymxAehOcBemPr65rVvrrRdahhvUtbpFQ+TN9jfiL5eBtPOCf5Y+tTWtVutZuLRdOCRsQDm3Pyk7+IwD29vXtWNNKNF1SYpbXMUWdszO4ZQe4ZR7/j0qXFt3GpJKzOjttL1W3t7qe3t5Iw0ZeJFkILRhxkYIDHjI5qhZ6fetaNPFDbrbrIWaO4cK2AefmPA/pirx8S3Wog6pOZFmZBBBMzAGQDqQvQYGPrmnSa9qMMkc7QW12UTaLdrdT5meMHIyPrT5etg5tNyCRIo7KOO7eC1cvz5KrcK6N0ywOMYAx6HtVK/j8pBGQ00xG+KZM4RTgFGBGOneq17qKSXkUkkS2Ucmd9v5igepIIwQc8AEEc9atz3NxZQx/ZZ0nVkyUQMgi7gMW6t60oxd73M200UJdLtf3st1OcgBjCke0S7eVOe3X8cVBbrd3biHMcqrxCkowVHXjNWbOe5kaeWcRz26gKqBtqyFugAPfvn296gmsoplbMBt2B3bGm2k+gx2P6VpfmehlYsW8dy5k80EzwDgpkrt6YbuuOxqr5k9nOLu6AZD+7BaI5bk5AP/ANaoJZL6CJ7oW8pkL8yuMkgAfKfWqdzqpkuBcTQA56oScHHbGfp0ppvZhHzJxqFvySZxk5/d5A/IUU+LxSY4wotIf+AxLgUVVkO7LVzp9vZykTpslJxtdt2Ae2B2pILGKKBXiG0sCUePkk544NXLjU52vzGmEtp2IaMD5iAccsOTTbfTIR5U00k0oU/LHv2qpzweKq+tiLGZd6nezzpBIsaGL5dr4PPqR9avWds0kk9zPJGk4JchUxGvqc9BWlPYxXdrKqRxQsJdoZYgT+PrWKbw2tz9lmjWe3hBJjPAf8OgPvSasOI6SBpCVWKNGAzkcA++RVeyij/tHdfzpCqoN/zEMw9PX8q6S/vStlavZxRwGYAncN+Pp0qzZWCyhPtxjuAI/lVIljH4jnNJtbiUbshW1tdIlhvIEmeOWMtGPPYAqeCc+h/PtUQvGuZA0sjNtHyg1t6zoUWn+HklilZo422pG4yV/Hv+NcnG3llVXgZq6a6k1L7Gnn5csCTnoeMUSSHbtOMnp7U0EtGrHk1Uu5WSRlB7YzW7Zgok4uA37uR1J6HI4qSN0ZjEjYbGMDvWNngMeSTVm3Y+YcHHy5qeYqxcFuFzv25HfvUFxHKJi0eWHACjt+NOjdpCyE4UCoVdosFTznGTQ2Fi2mSCrHocnnrSPMoyN2496gEpCOw6+9QKSr9c55ouCRejMNxD5LIEwc4TjNZ93o1x5ssyXMjQAfJEOgP+FWLWTG5sDIq/BKzOT0x0pWTDmaOXSF4on87b98hfm59O/wCWKbIWwFECCNQSiiL5Pfr1+p6Vs6nBHHeF1UbrhTuyM4IGc1i3CmC4kjLM6bAQGJ4rDlszo5rq5p2UJuLJ9vkgqvzjbggZHp25qrFLBLfLbBlRc4bsM/1IqGO2eVo5UuHjdvkyOflHb3qG2J/tKV25JJZhjAJHQ+1NXW42bN2eYo0KSQwBUwRkMO/T1OagvbH7VGlzZwzwwNuaRApZIMHnHcDFXtF0+DV7toZ2lTy4pJy0TYLFcADp71Zu7D+zmNn5plXccyHIZgDnnnHb0rOo7F0kZMAg1DVRZafFKtlGvlBj9988lzjpjnvV6+0+BbUWsMRNvaIJGEu1cluNx5+YkY46/rWqumW9lot3d2e+Nr372872SMsw2A+p28seTnHHfnYruPfNCLcAFgudx7j/AOtSt0BsvWGmyPpX2xrzT4JQpR7SdtrZ7ELg9uPpVnQltb+2K3t1HbmJXdzE+XbAJyV6beB92udt2jttWa2eISReYVIyQdpGcA84qXzbd9IkmhtVidWYkhicg8Beew60pabFas6b7RpNpYCKedRaceUkCl5HGTkqz8AZ7/pXN6w9rdShdOiNrblsRrIC8hxzz6nPpxW5pVjjTEV5S8YdU24HBOeQeoNGu2kWk65bwQIhcQmTzHGeeMcfjVxvbUxe5yRsX2bPPKuSGLSKBsbqQR29q0dK0cTSsouxPcRyBUDrtGfqePapdQBuHiu/lVrmJS67cjoDj6VJfr/Z9k94nzgJuEbjjpnk+laITMi/W+uNUlFzP+7XIzu+VccYHrUNjlZBCzZhwz57ge1buq20GoCB/L8l5ovMJU5AwuehrI0yHaGldhJ5hA2kYAqUU9i9pepSyhrYNEynG8SAYx75/Co7i0mmdzDCxjO5SinOe2cfWrcEUen6xHDCi+XcgKVYAhc/04qSS3/sxltoGwsm5s85XB7c8CmiHpsS6V4nGmacumnTTm3GGDNjcTyccVgs3293umZI0iYMYkGDtJ7Cn6/qDu7wsildqkHuDgd6pbRawwumfMkiMm4np7UpFx7l+G+uktnjifyoQ2QEQM65+vatS3tYTEsq3CyvKoIOMAf1/Osm21JprmG2ESxqXIYr1Oa6Oez/ALL8iJH3sx2liuM556UnG2rByM4QSOZY5huiVvlwCT2O3P8ASmWyR2uoR2ty04hlZHVF4XPIDA9jRJqtzHdfZ02KxkK+YF5zkYNWnl87UAJQWdRuDbug/ugdhVJA2V9Rvpo5DblQisT5Z25yOw+lVmlitsHMjGQAyEDaOePU8/hWvO0Nwi2ksG4oceZu5Jz19qjt7CBtGhUmTcbp1LhsHkDGPYelJ2TuCXMUbRFt7uWSG4t92AVW6+RsY/EcHjmp9P0W91aaWOOyt2mL5BMvlKfUKx6/T3rJ0u6ktLi4jwsmTtJYdea6c6rNZQW7nM00jffc9Fx0/wDr1nNtLQ1ha+pptpt3YW6XGt21zczeWqAzSK0YwNoG9eS3OOf1rn5In0e0cwwvFCrlkBBAZhwT9elWNT8f3N9o1xbf2fbwwSfu2RGbnGDnJrO0bUGv9NitJfMZnfIZnBVQeOFx9Oc9qyhJ21RpPR3K9xrt/PZwQS26R2scrTKkC7WMhGC3uSAK3dK1yGW1Fs16YzGylo/LO+Tb0K5HYep6/Wp9L0qJdUmspXMkcO+ViRy+wEhc9gawJIpLPUru7hmKu2SwA4wTwBnpitWlfUm8uhpxLpmk/vD5l7DK250aQ8Z4II9uoNXoW0uKYT6dLHDPNvVLe4TKFCpGcLjnvn1rPScSf6PLEjgDO7GDnFZmqaRA0BvoyY5EULx7HjHpTcNSedl4x6pp80h8iCTzID5ckSiOJEBO7PTDA/496paRJbQzXjs1/wDZJ4nHkS7W83j728jHXOT17Va8NaneXDS2s8pmtli85o5MtnpkA54zjrzV7SoF17UHF3wI7eUxLHlVQBcgAemMg4xnPaolJRv5A46XZnWt0ZGt7Z7KWWFk/wBV5vQ5wMj6iuxu47L7PHealY28i7AAzXYG0joNp6j8K57EVnY2d7FF8skKTeUzEhdxxgHrXQebJDYx3bFJROiuY3XgE1opJq5kY10tl5NuYtJLCNCFk8jdu+8WJxyDzgccYGKoNq8/ltFp7XTgtkRSqqkcZ69+a6mx8SCe6ZHsgS7+U7eacn1PT/8AV61k+IzMI4mSd1e4b53OGLcZ5z1HH196hy5Wappqxh3WoxOBILaO1cId72wOH46Fc4yD6YpZ7i2bTPNBZ7raqpIibTjpuOc44rPeWbyLiVnB8kr8gHy4Jxgc5H51fhSUWkN6ZQUaUKISuQo+pPXmna2objIb2bTbN4ZfteFk3eSxwCCPvN3wD2rBkkRrd4ZIhIN3yvn7tdncJGs376MSkb4V7bRwc1zd/bR2jStACp4IJOcetUp9GZyRlGxhUkbpFPuKKkW8kWNdvygjOB0/WijmCx//2Q==", "path": "/data/wangnn/datasets/waterbrids/waterbird/041.Scissor_tailed_Flycatcher/Scissor_Tailed_Flycatcher_0097_41701.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 2345, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/041.Scissor_tailed_Flycatcher/Scissor_Tailed_Flycatcher_0097_41701.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/041.Scissor_tailed_Flycatcher/Scissor_Tailed_Flycatcher_0097_41701.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/014.Indigo_Bunting/Indigo_Bunting_0003_13049.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 778, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/014.Indigo_Bunting/Indigo_Bunting_0003_13049.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/014.Indigo_Bunting/Indigo_Bunting_0003_13049.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/070.Green_Violetear/Green_Violetear_0013_795684.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 4027, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/070.Green_Violetear/Green_Violetear_0013_795684.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/070.Green_Violetear/Green_Violetear_0013_795684.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/155.Warbling_Vireo/Warbling_Vireo_0030_158488.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 9091, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/155.Warbling_Vireo/Warbling_Vireo_0030_158488.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/155.Warbling_Vireo/Warbling_Vireo_0030_158488.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/028.Brown_Creeper/Brown_Creeper_0100_24502.jpg" } ]
image_classification
{ "ground_truth": "landbird", "style": "rule" }
{ "class_name": "landbird", "idx": 1574, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/028.Brown_Creeper/Brown_Creeper_0100_24502.jpg", "interaction_kwargs": { "ground_truth": "landbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/028.Brown_Creeper/Brown_Creeper_0100_24502.jpg", "name": "waterbird" }, "split": 0 }
waterbird
[ { "content": "**Role and Goal:**\nYou are an expert AI assistant specializing in ornithological image analysis. Your primary goal is to accurately classify a bird in an image as either a **Waterbird** or a **Landbird** through a precise, two-step process.\n\n**Process Overview:**\nThe task will be completed in two distinct steps. You must strictly follow the instructions for each step.\n1. **Step 1: Bounding Box Detection:** First, you will be asked to locate the primary bird in the image and provide its tight bounding box coordinates.\n2. **Step 2: Classification:** Second, based on the original image and a cropped version of the bird, you will perform the final classification.\n\n**Category Definitions:**\n* **Waterbirds** include, but are not limited to, the following species: albatross, auklet, cormorant, frigatebird, fulmar, gull, jaeger, kittiwake, pelican, puffin, tern, gadwall, grebe, mallard, merganser, guillemot, or Pacific loon.\n* **Landbirds** are all other bird species that are not categorized as Waterbirds.\n\n**Output Format Constraints:**\nYou must adhere to the specific output format requested in each step.\n* Step 1 Format: <box>[x1,y1,x2,y2]</box>\n\nBegin with Step 1 when prompted.\n", "role": "system" }, { "content": "\nStep 1: Analyze the following image. Your task is to generate a tight bounding box that covers only the bird with minimal background. Provide the coordinates in the format <box>[x1,y1,x2,y2]</box>.\n\n<image>", "role": "user" } ]
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", "path": "/data/wangnn/datasets/waterbrids/waterbird/007.Parakeet_Auklet/Parakeet_Auklet_0076_796001.jpg" } ]
image_classification
{ "ground_truth": "waterbird", "style": "rule" }
{ "class_name": "waterbird", "idx": 374, "image_path": "/data/wangnn/datasets/waterbrids/waterbird/007.Parakeet_Auklet/Parakeet_Auklet_0076_796001.jpg", "interaction_kwargs": { "ground_truth": "waterbird", "img_path": "/data/wangnn/datasets/waterbrids/waterbird/007.Parakeet_Auklet/Parakeet_Auklet_0076_796001.jpg", "name": "waterbird" }, "split": 0 }