question
stringclasses 5
values | questionId
stringlengths 6
6
| question_types
stringclasses 5
values | image
dict |
|---|---|---|---|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002600
|
Men Tshirts
|
{
"bytes": "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",
"path": "002600.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002601
|
Men Tshirts
|
{
"bytes": "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",
"path": "002601.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002602
|
Men Tshirts
|
{
"bytes": "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",
"path": "002602.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002603
|
Men Tshirts
|
{
"bytes": "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",
"path": "002603.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002604
|
Men Tshirts
|
{
"bytes": "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",
"path": "002604.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002605
|
Men Tshirts
|
{
"bytes": "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",
"path": "002605.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002606
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAHsAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoozRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFMZlRCzMFUDJJOABQA4kDrWFfeMfD2neaLjV7QSRKWMayhmOOwA6n2rwP4k+MbnVvE1yLXUZpNMiYLAkTsi4AwTx1yc81w012yqBEQAR+NFx2Pdde+ONjbQ7NEs3nlPHmXPyKD/ujk/pXld58Q/E89890NcvI2c52xylUH0HauTBZv/11IkMjj7hP0NK4zuYPi14uitTCdWLDgBzEpYfiRV7TPiz4ttn3yXyXSHqs0SkfmMH9a88hg84lc4I7Ec1KI3tZPlPyHr3xSuM+g/DHxYh1aQRX8EcMhwP3bce55/yK9LR1kjV0OVYZBr4wMzQT71bHfcnGK93+FXjo30aaPqEw8wDEMjHkn0/Efyppktdj1uiiimIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACq1zf2lnt+1XUMG77vmSBc/TNeWeKvi8+n6nfadpcER+zDAuJATluhAXivH9a8Yavrcskl1cM7PwSx5A9OvSgD2HxD8bbKxkurbS7F55IyUSeRgEJ9QOpFecal8V/FWpO5OoSWyMNu21AUAfz/WuFEko67iv5ipo1WThRhj0x0pXKSN638V+IoWMltr2of7WJ2z+Irp9M+I/iayQSNrMkrZHyXCh1P58iuDiAjYeYChBwJFPSrEkhVSsiB07kD/OKV2Ox9C+Efifp2vFbTUdllfcAZb93IfYnofY16BXxjbT+U7fPuQcoc8gV6DoHxe1bSvs8Ux+2W0Y2FJD8232Pr6U7k2Po2is/SNWtNa0yDULKTfBKuR6j2PvWhTEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV5D8XvHjWME3h3TXxNIn+lzA/cU/wD3I6+g+teukgAk9BXyL4t1Ma3r+p3yA+XPcuyH1GcD9AKTGjEu5hK+8qOQOh9qrb+wBNSqv7sDac960bDRbm9PyQuw/2RUtpFKLZRjtTKoYplfXFSz2wtsGJiH9AetdGng3WQP3Ns4B96SXwPrkoy1s4b60udFcjOYlmjdEdSRIOpHBFI900qbmA3Dhvf3rsrD4eXs2fORkb3FR6h8PNQtYy0Y384wKOdByM44zB12v94fdYdx71f0q7kt7mN43ZGUghlPIPY/nTJ9AvbdiHhYFeDVYiS1lXejKcd6e5OqPqPwB41h8VaYkMpA1GCMeeM/ewcbh+h/Gu1r5w+CN0o8aeWzKGa2dRubB7HA9TxX0fVkMKKKKACiiigAooooAKKKKACiiigAooooAK47xz4x0/w5pz2pvNmp3KlLeOMjepP8Z9APU12NfNnxh8y18d3c+3DOke1sdto6GgDh9X1GW5uCJJGZgSXJ/iY9SazxN7/pU0OJ2O9G3HvWpZ6TPLINsTPnpxUNrqaKLexmxnjeQCmcEjnH4VYligQrIHA3dCBW9aeCtVvZynlPHGe5GK3R8Kblo+LlRx0IqeZFcjOAmui6mQFSy8MOzD1qEXrNFtXdvT7p9R6Gu7b4XXiNlpMjvtFX7b4cQKB5yvn60c6FyM8sLMrGQDAPUUiylZNw/Gu98SeE7fTUV1ZwuME4yK4UlEdkxwD1qk7kyjY92+BuuGSC80gszImJI8KTjPXJ7V7NXyN4D8VXfhTxBDdxSOLZ3C3EQPDr7jvjnFfWkMyXEEc0Z3JIodT6gjIqyCWiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAgun8u0mfGdsbHH0FfGU3ynGelfZGqMV0i9ZWCkQOQT0Hymvjp1y2DyRjNJjRreF9IGq6gomPyDqAK9r03SrWzt0SOJRgdhXmHgaM/bOO3UCvXYT8grmm9TpprQsxxKF4FSiFcdBTYzwKnDcUjQhMSjtVeWFWByKunmoXxzQwMG80y2m+/EpP0riPGOgwHR5ZIolDRjIIFejTjJNc34lA/sm4GOqkUk9RSSseS+Crh7Dxbps8bEMLmMfexkFgCM/jX2HXxxYgWuqQTjrFIr4x1wQa+xI38yNX/ALwBrrRxtD6KKKYgooooAKKKKACiiigAooooAKKKKACvnj4wyrdeL5oh82wRoo/2to/xr6Gr528c2rH4o3SyksDOjgEY4KrgUpbFRWpo+GfBlpa28ctxGHmYAncOldtb6bbIBsiQfQVDbgBEHtWlEeK5W7nWkOSBV6LUypgdKQHFODigYxowO1VZYwc8Vcds1Wk70mwON8awxtok5I+YD5a8MnjKSH617n4yDNpUrrkqv3gK8cvULPvA9c1rSehjVRTtiPNj57819c+CLlrvwVpErdfsyr/3z8v9K+SI49siZGOcV9W/Dldvw/0cYx+5J/8AHjWyMGdVRRRTEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGdrgLeH9SVeWNrKB9dhr5AH+sOPXr619YeML5bLwxfDazyTwvEirjklSO/avleK1Y3awkEMWwQamTRcU9z0vwVpYstLW5f78w3c9hXYxXcMYG+RR261n/Znh0mKGAYYRhR7cVgP4fmZt8upOjnpgCua13c6ltY7+CeNwNrA/jVtSpHWvKpIde05i9pfJPGDyCcGtzRtf1WWRIry269GU5puyGjuccVA5GOtRTT+RavNIcBVya4K+8ezB2itbGZjnAYqcUrAdpKeTk1zviJDNp88a9ShxWMmr+IL+Letkyqe7cVJp15qFxM1rqEYB2na3rS5QbPNdrLIHHXt9cV9gWhJs4Cc5Ma9fpXyPdx+XeTx527JmAPpzX1zb/8e0XOfkHP4V1R2OOW5NRRRVEhRRRQAUUUUAFFFFABRRRQAUUUUAFeN/EbTlHxH0udUA+0QruPqVLD+QFeyV5N8TJAPHPh1FI3AZP0Lf8A66mWxUdy7C6jALAGtKJl29a85vNO1p7qW5S8SMbjtV2PSmQax4ks+HEMqDqyuCK52jriz0/cCOtKHUd6xdBv5dRst8yhWzjAOayvE1xq0cxSylSCMD77ck0izqpLqJPvOo+prOn1a0BKGZQfc15jFcsLlV1HWWUFugU5P0roYYtImVPLnkcuMqXbr70W0uT1sb0wivbeSM4dHBB715Rr2lvpd4IHH7tslGA6ivTtOsGtpDsctGex7Vz/AMQLUGzglxyj8n8KIO0hTV0eaSKA5wOAa+oPhuzN8PdGZsZ8k9P95q+brOyk1CcxRDqfmPpz1r374eajFa6fb6Ad263iyhYc+pHuOvSujmSdjn9nJxckd/RRRVmQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAcZ49tGu4LFAWAEhPB78V47daI3/AAl1uAvyvJliPbFe/a/As1gHI/1bhs+nb+teeC3iEzSbAJBKSTj/AD2rnmrTudcHeml2NRIwyAVg6ppTzzh33mEdVUkZ+uK3oWyasrGrjmsupojzyx8MW9tqL3DTztGPuRjIwcVs6dYvbXEbZP3iSPaupe3jA+6PyqjIFEu1R0qpyuOMUlZEmpS/6A6+qmuHu9JuPJla1n2TADyywBz6+wrsL58xBc5qK1t0lQBhST1HJdEcVax63DA01zdq0mflhOOnfkV09jEZUjndMHHcc1qNpcAO7aM0Sqsa7QMCnKV2RayseRXVtI3iW5VEzsnLH/vrNfS/h69l1HQLO7nUiWSPLAjHfH9K8m07Q92o311s3PPKBHx+H869jsLUWVhDbr0jQL+PetoNtmFRJQXct0UUVqYBRRRQAUUUUAFFFFABRRRQAUUUUAJXnHxH0rzNc8P6ko+7P5LnH4j+Rr0isnxFZR32kyBxkwkTL7Fef5ZqZLQqDszzLWNLF7Im/c0QBygPBz61Q0Xw9baYk4ELSGU8Fj938K62NQ55p7xKqk1zKTWh2KKepl+HbY2SSx5yDIT0xVi/hFzOCRkDtUtsoQlvemu2HzUs1toc/J4Ut7gKrW6uqsWGeua0/wCwvN8oSIqpEAEVRjaB2rcgI2Doanzhaq+liOWzuUI7dbeLaO1c/wCJrA6lpcsI+9jIrpZ34rJuW3ZFQtxM5bwloq6fbRy3UDO0smGA/hHbNeg6JbD/AISiKRBgLGxOOwxWfaKoi2bDjGc44rr/AA7ZiOF7pl+aTCqf9kf/AF/5VrFc0hTko0zeooorpOEKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAIbiFbi3eFujqRXnuqWslrMUkGGU7SfWvR6yNc0yC+sZZHG2WNCyuPYZwfas5xvsaU58ujOJhkxirsb8day4iCQavRt8nSuZnXCRZkk+TGaxoL62ku2jMy+b1255p1zczEFUOKx7jTQ7G4dT5g/iXjBoL5kzav5IRGG8wenNT2G37OrD865WXSVuYTJM8srA8bm4HfgVr2N95UIj2FQvHFDHdGy8mBWfcy/KT7VM0gaMOO9MsrKbU9QS2hAJ6sWPAA704q7M6jRv+ErMyS+aygpGMg/7R6f1NdnVWws4rC0SCIDA6n+8e5q3XVFWRxTlzMKKKKokKKKKACiiigAooooAKKKKACiiigApkiCSNkb7rAg0+igDzxkMF1LCx5jYqfwpl7cCK2YjqBV3Xo/s+uSsBxIA/6f8A1q57VcGJjK5WPPUdq5JqzO6nP3R9prli8ZIkXKnDKTgioBq3nOAlrKUY4VzgD8ic1mRwWKrmKaHdn161eSe2SJVa4TcOOKW+5raVtEdBbOAg5qd3yK523uwz7I/McHowUlfzrZSQ+SM9TSJcugyZvlNZcrEsB3JxV+ZuOazXbfMEBoSJbOr0bRzdbGYMIF6t/e9hXYoixoqIAFUYAFQ2VslpZQ26ABY0C4H0qxXVCCijjqTc2LRRRVkBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVV1A4026P8A0yf+Rq1VPU/+QXdf9cW/lSew1ueVQ3G2Uo1acbfKCDWFqEbxESoDkdvUVNaXqmMfMPzrkeqOtaF+6so7sFmBDj7rKSCPyrPeylgT5bmVT6k7v51fgugTyeD+lSTIs6YFJXRtCVkZPk3cijbeE/8AAQKkt7OWPLSzlt3UbQBV+C2SJjngVDdSBDweBz1pNsJyvuPdwF2g8AV03ga33/a70jjIiQ/qf6VwV3eHojcnpXpfgaIxeGYywwXkdj+eP6VtSWpy1XodLRRRXQc4UUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAcz4ttC1vFeL0iO1/oeh/P8AnXJs6uFUnIrvfEQ3eHr0HvGR+teWm4ZCAW+6etc9Vam9J6FiawhCE+WpHXpRZwo3AhC/QYqeKcTLg9D1q1GUjGQRxWep2Ko7bkgRI48YxUZlwAaiub1FHzHFZkupIGOemM/WlYylIs3N2MEdPek0qIz3sLMP9ZKqj6ZFZ0YkvZccrFnknvXSaNGBq9kg4AlWq8iH3PS6KKK6zkCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooABVDWX2aRdN/0zNSXt/a6dbNPdzpDEoyWc4/L1PsK5TVfESanZpDaxyxxucv5q7WI7DHapm7IqKuzAuLcSQkY7Vyl2k1jIzR5Kk8iu5RAy4IrP1DTVmU8c1ybHUcxb6rufBOK2YdSAjGetYV7oUgfcmePSqBiv4sguxA7Yp3Q1dHXvqAkiBJwa5+/wBUcEqrZY9BWWsN/I2C5x3yK29K0Is4kly3170aIHdhpttLMyzz54+6D2r2Pwymzw9Z+6k/mTXnbweUoAGBXpHh4AeH7EDp5QrWlvcxq6I1KKKK3MAooooAKKKKACiiigAooooAKKKKACiimswUZYgAdzQA6is+fV7WHIVjI3onT86oTarcyp+7AjB9OT+dAEniW6hj0maAyJ5sgACZ5PPpXluowMGyMge1bRDvOWkYs55ZjySTTZ7cOh4rknPmdzrhDlVjnra6eDhzgDue9Tf2qI2JLEg81Y+xkMQRke9Kul72GB+lTzF2KM149xxGrHPGRU1vpkkjBpOfbtW1b6akQBIGRVxI16YouxWKUNqIRwPyq9puI9Xsif8Anso/WpSny1RmJRwykhlOQR2NNaCa0PUaKydI1mDUYUXeBcBcunv3IrWrrTucjVgooopiCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooASiqV/qlhpVsbi+u4reIfxSMBn6ev4V5x4g+MdvAWh0O1+0N0+0T5VPwXqfxxVwpyn8KJlOMdz065uYLSB57maOGJBlnkYKo+pNea+Jfi7Z2qvbaEoup+n2hwRGvuB1b9BXleteJdX8QTeZqV7JMAcrH0Rfoo4rKHWuunhUtZHNPEN/CdDp+t3N94htrvUrqS4Zpcs0rZwT0wOgx7V6WqkvnAwOleLKSDxwRyK9U8L6suraYu5v9IiASQd/Y/jWGOo7TXob4OpvFnQRjinumVNCDipsZFeZY9C5mPCu75hUbWEDDJUVfli4qDbgUJDM57OFWwFFaEECog4pqRb5OatsuEp2AzbwAKa3PDfjHStsGiXM/2e8jUKnm8LJ3GG6Z9j+tYN6eDXmXiWYPrEirzjCn8ua6cLDnm0c2JnyxTPqHOaMV8++EviZqXh1ltL7ffad0Cs37yMf7LHqPY/pXt2ia/pviGxF3pt0sycbl6Mh9GHUGtqlKUNzCFRS2NWiiisywooooAKKKKACiimPIkSF3YKo6k0APqtcXsFqP3jjd/dHJrOu9WeTKW3yr/fPU/SswgkksSSepNAGjPrMjcQRhB6tyaz5Zpp2zLIz/U8UBaMUwGhakA4pMUq0DMW4g8udlA4B4oEQIxWpdQeYA6j5h19xVMKQK5Jw5WdUJXRVa0U9qQQbDV4CmsmamxZWKmnRpjmpdnNOC4FAEbdKzrgc1pPVR4mcgAZJ7U7CYulKwuBIpIKA4I7Z4rpoNbmgOydfNXHXoR/jWTaW4giwep5Y09sEk10wjZHJN3Z09vqlpc4Cy7W/uvxV6uINWbbUbq1xskJX+63IqyTrqKyrTW4JsLN+6f1P3T+NagIIyDkUgFooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACkpa4Hxt8RINBD2OnbZ9Q6Mx5SL6+p9qqMHN2RMpKKuzrtU1ax0aza6vrhIYh3Y8sfQDua8k8RfFu+uWeHR0W1g6CVhukPv6L+v1rgtW1rUNZujcX91JPIehc8D2A6D8KzDXdTw0Y6y1Zyzrt7Fu+1K71G4ae7uZZ5T1eRyx/WqhoApQK6UrHO2IBTxQBRimIWr+lancaRerdW55HDIejD0NUcU4Y6H86TimrMak07o9h0XX7HWYAYZAswHzRMcMP8AGtlD2rwlHeJw6MUcchlOK6Cw8a6xY4V3W5Qdpev515tXAu94M9CnjVtM9YYZFQMg9K4+3+I0TKBPp7qf9hwRUrfECwxkWk5PpkCuV4Wr/KdKxNLudWkeOaZO21CSQK4a6+IkxUi1sET3kcn+VcxqfiLVdTys92wQ/wDLOP5V/StYYKo99CJYymttTrPEHii0sleG3dZ7nGMKcqv1P9K88kkaeVpHJLEkknuTSiPI9qCAOAK9CjQjSWhwVa0qj1IW5q3pmrX2j3i3en3UlvMv8SNjI9D6j2NViKaRWzVzJM9m8NfGCG4RLfXovIk6faYRlT/vL1H4fpXptlqFpqdstxZXMdxC3R42DCvkutDTNZ1DSJxNYXc1vJ6xsRn6+v41zTwyesdDeFdrc+rqWvEdD+MOo27pHq9ul3F0aSMbJB7+h/SvXNG1uw12xF3p9ws0Z6gcMp9GHY1yTpShudEakZbGlRRVO+vFtUwMGQ9B6e9Zli3l9HaKARuc9FFYc9zNdPukbjso6CmyO0z73JLHqTSgUwGBcUuKdijFACYpKdijFAxMUnSnUYoAAeKjeFX5Hyn9KfS5pNJ7gm1sVvs7D0P0NI0TY+6fyq11oxis/Zo0VVlHymz0P5U8RHH3TVvn1NJsz2oVJD9qymbfJ5I+g5p6QqvQfj3qxsANBFUoJESm2REdhTcGpMUYqyCLFJtqXFJigCIpVq0v57I4Rt0fdG6fh6VFikK0AdJZ6hBeDCnbJ3Ruv/16uVxm0qQQSCOQRWvp+rncIbls54WQ/wBaLAblFFFIAooooAKKKKACiiigAooooAKKKKAEpaSsLxZrw8N+HrjUNgklXCxIejOemf1P4UJNuyE3ZXZk+PfF6eHdM+z2zj7fcKdmP+Wa/wB7/CvAriaS4lZ3YszHJJPJq3q+r3es6jLe3kpkmlOSew9APQVRAr1KNJU4+ZwVanOxoSlKVIF4zS4zWxiQbKNtSkU3FADcUuKXFGKAEo/CnAUu0UANDEf4U8Op6gj6UBRQVAoAkG3HDfhSZX+9+lMoxSHcc2z1JphIA+VR9aDTDRYLgTUZNPPNIVzTAZTSKeQRSEUAMxSYp+KMUDuMGRWtouvX+h3q3VjcvDIOuOjD0I6EVmhaXZSavoxp2PoPwl4/s/EFmY5gIdRjTc0Q6Se6/wCHarssrSuzucsTzXmvww07BvdScdMQR/zb+leimvLrRjGbUTvpScopseh5Ip9QBsEGpjWZoPoNMBpxpDCilxRTASjFLRQAlGKXFFADaKWigBMn1oycdaXFJQAlJTiKSgBpFJTqSgApDS0UCExRilooAaRULqMVMTmozycUAa+j35cfZZWywHyE9x6VtVxYkaKVHQ4ZT1966y0uFurdJV7jkehpAWKKKKACiiigAooooAKKKKACiiigBK8k+K2rC4vINIQ4WFPMkx/fYcD8B/OvVp5khgkmc4RFLMfYDNfOGs6g+p6pdXshy08hf6A9B+WK6cLC8ubsc2JnaNu5z+Dkg9RT16VJKuW8wD2NIRjkdK9E4hM8ClximZ/dn6H+dS+9IGMxSEU400imA2lxS4opgJS0tHagApaSlpAJRS4oxQA2kwKcRSUANOKSloxQAw8000+kIoAbigClxS0AJT1HrSqtOxuO0ZOeOKQz2TwdafYvC1kuMNIplb6sc/yxW7moLZBFaQRqMBY1AHpwKlzXkSd5NnqRVkkD/dqYNuT3ziq7H5D+dPifMhXt96pGTfxYqVR3Peq6Nklz0yasLk/M34CgB1JilopgJSU6koGJRS0lABSUtFACUUtFACGkxS0UANpKdSGgBKKKKBBTSc0pNAFADT0po6An3pZDgU1jiE/TFAEZ5UE9SSa09DuCs7W7HhxkfUVmYywHYUW8xhuY5R/CwNIDtKKQHIzS0AFFFFABRRRQAUUUUAFFFFAHLfEDUhpvhC7w2JLjFun1br+gNeByNljXpHxc1LdqFjpyt8sSGZwPVjgfoK8yZvmNelho2hfuefiJXnbsRs5AbHcdKRSDxngjimu21voaSI5LxfxL8y/T0roMbDX+UOD7/wAqnHKj6Cqk7/IxPpVtOUX6CkhvYCKaaeRTTVEjKXFL3oNACYopaMUAJS0lLQAoopRS4pDGU2nkU0igBppDTjTTQAlIaWjvQAmKcooFLmgArpvAmnm88RxzNGGhtlMjk9ASCF/X+VcwPWvY/CWgjRdFXzBm5uAJJvbjgfgKwxE+WHqbUYc0vQ3Od1HTnt3ox1U9RRnvj2NeYegIQRx19Kg87yiGPYEGrA6FT+BqrdJkZx14NAF+0G6NW7dR71brP05sW0cechFCj8KvimAtFFFABSUtFAxKKKKACkpaKAEopaKAEpKWigBKaadTTQISig0maADikJoJqNgeooAaxy5/SiRshV9TmmNyQcn6Uwvliw7cCkA9jhT6niojSk5PsOKRhtwO55oA7O1ffZwt6oD+lT1S0tt2mwH/AGcflxV2gAooooAKKKKACiiigBKQkAZJwKWue8a6n/ZXhW8nVsSOnlR/7zcfyzTiuZpITdlc8T8W6odX8RX16DmN5CI/9xeB/L9a59jlVb8KtT9QB2FVQMq6+hr2Iqysjy27u7GSruUH8DVZ2KgSD7yH5vcVaB3J71DINp3dujf40MEVrl/3cnuhIPqK0IWDRIf9kfyrLnTajR9gDt+h6j8KuafJ5ltH/uj+VSnqVJaF3tTCKeaQitDMjIoxT8UhHFADaKXFGKAEop22jFACDrT6YBzTxxSGIRTCKkNMpiGYpMU8j0pCDQMZijFOxSYpAJSgZope1AGl4eihn8SabBOu6F7hQ49a9x5I/wBoda8d8GWjXHiBJcfLbo0hPv0H6mvWbW5FwmxjiUDH+8K83FTXtFE9DDQfs3IlYYIPpSHr7Gn8FtnAwvSo1IZAVIKnlWByCK5zYD6GobggoakY4qrcuBGaBiaTOTdSxdsBv6VtjpXN6JDe3GoyvbIGhRczFjjA7Y966FGyAaEDJaKQUtMQUUUtAxKSlooAKSlooAKKKKAEpKdSUANpDTjTDQIQ0lKaYaAA0wnFKTUFxKIYi7HFAEUj4fA64pFB4UdR/P8A+tTI/m+Y5y3SpwNoxSGKi5b/AGVpudxZ/wABUjfLEAOrUmMFV9OaBHR6I2dPC/3GI/rWnWDoE37yeI98MP5VvUAFFFFABRRRQAUUUUAFeV/FnUt1xYaWjcIDcSD3Pyr/AOzfnXqZOK+ePFOrf2x4kvr1TmNpNkf+4vA/x/GujCxvO/Y58TK0LdzBlOXNQDiX6ipnJJqGTs3oa9I4UMHDsvrzTWOBgjIp0nysG/A0x+poApTjgrnJHKmjR5MRSg9A/H0p043Djhh0qvYnbHIPWQn+VZvSSNd4s2g2fpTqrQvkVYBrRGTQuKMCkzjqaXdTEG2jFGeM0m+kAuKQ0HNN70DDvThSY4pRQAHilxzSGkBoAUrSEUu7saNwoAYVpuKk/GmHFACYpKUnHemk0h2PQPA1r5WlT3RHzTybQf8AZX/65NdQpIOQSCOhHas3Qofs/h+wjH/PEMfqef61pKK+exE+aq2e9h4ctNI0IbwMu2fj/bH9amYbUZ0CnIGDyRx7CsrftoWdouY3K+w6flRCt/MKdFPYvCRnyGQqfcjFUL6QJGzMQAoJJz2pX1B8YaONvcEiuB8WeJ5J5jYWrKsQOJmU53H+7n0rppL2srROep+7V5Ht3hzTo7DSEwyu84813HQ5HGPbFZMUgJOBgA9BUHw21kan4SSB2zNZEwN67cZU/lx+FNiJFEo8rsKL5lc0lOaWqqSHPX8KnDUDJKMimiigY7NJmiigBaSiigAoopKAFpM0Gm0ALmmmgmmFqAA02gmmE0CBjWJe6nG+onT2hclVEu8r8vXoD6/41ru6gfMcCsnUEDS206INqOQW78j/ABApAXYc4yepqYDJxUERyMCrCnaM9zwKBjvvScdF4FJnlmpR8sZI69BSEYQCgRb0iTytSi9Gyv511dcUjmKVJB/AQa7GKQTQpIvRgCKAJKKKKACiiigAooooA5jx1q7aN4VupY/9dMPIj5xgtxn8BmvAwcDvxXrnxS07VdQtrNra1ea0g3PKY+SGPAO3rgDPPvXkbgqvPP8AMV6GFSULnBiW3OxEetNcAqQe9AOTjr+hpSR07+9dRgQn5k5qFjleeo4NSnhyPXkVBIcNnseD9aBory98VTtyWnkUHGGz+Yq1IcmqttKqXEhxljispbo1jszTAEK8tknsBUiyZAGaqIWlfPWraRgEd6tMzaHNIdxoDFsDuabIfmNSW68g1RJJIdoC0xetJIcvT0FADqb3px6U2gBfxoA5pKWgBT1pueaUmoyaAGyNjvUfmHFJIaZnikUkWgwKZqISZ4psZ4I7VH92U0AkWM5pG4FMGRKB2IqOVioOalspI9qslA0+0UdBCg/8dFWgpA5qvpzCXTrN16NAhH/fIrQ2ZWvnJ/Ez3ofCihN3qizyIfUVoXMJOcVQKOMhqzZdzB8Vajc2enwCFtguGZWYdQAB0/OuAkOWrpvGGqfab9LIJsiswV56sxwSf5D8K5jO4/Kv4mvoMLBQpI8TET56jO9+Gms/2f4kFu0hEN9A0TAnjeBlf5EfjXoijAH5V598LNNtb7UL6a6tvOe0iEkLt91HJx+fpXpBTDMMe9c2Itz6G1C/IRgnIxVpDxVbbg1PGaxNicUtIKdQAUlLSUDCiiigApKWkoAO1NNKelNoARulREcVK3Son4NAiJnKmmM7Z5p8oyuaYjAja1ICLaZD0yKraqfI015CMhWXA99wrRyBWfrFtc32mTLax7/K2yMN2MhSCcUAOgPA54FWlBPbr0rNsJN8KE7gcdGFakbkdFz9aBjtpJwOi9aaxBbPXHSkklRB87c+g/wqhcXcrgrF+6X1/iP+FTKajuOMHLYuxyRS6hDZtLiWVsAAZx9a7WGJYIUiT7qjArzTTcQ6xaOO0ykn15r04UoT5lcc4cugtFFFWQFFFFABRRRQAnXrXn/jrwdptzZyajbxfZ7wsAWj4V8/3l9fevQKwPFUmLKGL+9Jn8h/9ejnlDWLDkU3Zo8Cu9KurZiJIWIH8SiqDKw4Bz6g17NHAjdVB/CornQdNvVxPaRMfUDB/MVpTzCS0mrkzwEX8DseMueMEEEdMVDIyOpBPNel6j8PbdwWsbp4j/clG4fn1rkNS8HataZP2dZl/vRNn9DzXbDFUp7M5ZYapDocu/f1rf1vwm+meFtA15Q3l38bLMMY2vuJU/iv8qr6V4V1DXNYi0uG3kjklPzMwKiNe7HPpXvPj3Q47j4dXdnEgP2KFZIeOnl4/wDZQw/GoqVFzKxUKbs7nzzBwvAxVhRyKhi5qwvWupHKyCX71WohtiJ9qqt80tWj8sVUSyHq9Srmol61MtAC03vTjTTnNACnFIMd6Rm7d61LLw9fXiF9vkqBkGQH5qidSMFeTsXCnObtFXM5uAKgc4FdN/wh+pMmVMRPpuxVSbwjrI6WoYf7Lis1iKT+0avC1VvFnOvTa3o/CGtSsAbTyx6uwA/TNT3PgjUoIfMSS3mOOUVsEfnQ8RSTtzDWHqtfCc2hw1NlOJQfWpbi2uLOXZcQvEw/vDFQzn7p9q1umroys07MkY42NTpVDAgjrTM5gB9DUwQybVUEs3AA9alges+GJHfw1prupBMIHPcAkA/pXQRNkUahpq6VDp9qmNsVrHHkdyoxUET189W+Ns92l8CRPJGCKpSwA9q0AQRUMi1BVjzbxroksmowXttC8nnDy3CDPzDofy/lVGy8JXUoDXTCFf7o5NelTRh1ZTVIx4Xmul4uqoKEXYxjhqbm5NEnguKHSLia1iGEniKnPcjkf1rqpF+dT68Vymlj/ibQY/vf0rrpfuE+nNOi243ZNZJS0KzDBNOQ05x3pq/yrUyJ1NPqNTUgoAKKKKBiUUtJQAlFLSUAIaZTzTKAA1E1SGo260CGg5FQuhzUppKQEKoWOMkCt3R7ZZILgMPlZfL/AAI5rJrotGXFgG/vMTQB5grXul6pcafJO+IZCoBweO2Mj0rXjmkkX5pWP6fyqTx1ZeRrFtfKMLOmxj/tL/8AWP6Vn2suVHNc0207XOqCTVzQAHao5RxTkalk5WsmaFHcYriOT+6wP616ijB1DDoRkV5fOvtxXoejTfaNItZDyfLAP1HH9K2oPdGFdbMv0UUV0GAUUUUAFFFFABXK+J5N17BF2VCfzP8A9auqri9XkFxq0x7KQg/Cs6jtE0pK8irEuBUucUirgVDNJtrmOofJIAKyr6fCGpZJwQeaw9Uu9qGrRDZ0vw8tPNv7/UmHCgQIf/Hm/wDZa765gS4tZYJACkiFGB7gjFZnhnTBpOg2tsVxKU8yX/fbk/4fhWx2rpWiOWTuz5RkhFvcyw/883ZOfYkf0pR0/CtPxNbi18WavAo+VLuQD88/1rMbhTXsRd0meXJWZCozIT6VPKcKBntUUQywHqadKctVkCJUw6VEgqUUxAaZTzTW60hjraa3trpJrjGxemegPausn8baVZxKk0jIWGRlDzXJ2l1b2upWrXIUxF8Hd0B7Z/GvTrYWV2q7o4pEK5wyg5ryMf8AGj2cv/hteZkWPxC0KchftSKfcGuitNe028wYbqF/owqnc+DvDl9802k2hJ7qm3/0HFQ2ngLw5Z3a3NtZ7HXOAJWx+RNceh33d9Tow8MuMYIqrcwRlvlAqxHDFbrhBgCo5nUnsKQzPuLOOZNssat/vAGsHUPCGm3qHCNbydni6fiOldOxy2Sc0hUNxTVSUXeLMZQjL4keZah4Tv7CM+Vi6jHOUHzflUGiWzvrumwSRsu66iUqwwcFxmvUGi+b09DUE1sjukpUCSNgyMOoI6EeldUMbO1pK5ySwUL3i7HeeJrbzbFJwMmJufof8iuVU4qFNe1CK0kt5Z/Pifr53zED2PWpFIODnIIyPeuOo1LVHRTTjoy5G/FObkVAh9KmzxWZqyrIPmJrOunMcnJAU9ya05Kz7lQyEHtzVboWzH6Xg6jGw7AmutYZUj1FchooBvnwOBE39K69DuVW9Rmuih8Bz1viIh80Ypg61KgxvX0NRsMNWxiPHBqUGoqepoAdRRRQMSilpKACkpaSgBDTDUhqM9aBCVGakJ4pjUAMNNNOpppAL0FdLpYxpkHuuf1rmHPy4HU8V1lmu2ygH+wP5UAY3jKzF34cnYDLwESr+HX9Ca87s5sYFev3EKz28sLjKyKVI9iMV459na2uniOcxuVP4HFYVl1N6L6G0k3FWEbcKzELbau2xJFc5uSSx/LXS+EbrfZy2pPMb5H0P/1/51hFcoam8Oz/AGbXkjJ+WZSh+vUfyrSk7SM6ivE7uiiius5QooooAKKKKAGOwRGc9FBJrhFYySM7feYkn6mu01A7dNuT/wBM2/lXFRHFYVnsb0VuTtwtZN7LtzWoxyprIvkzms0atlNizLkU/QNMGqeJbaOUbo4j5zj1C9B+eKlkVYoM8ZNangVP+J5dORz9nxn/AIEKuC1M5vQ9BoPSiop38qCST+4pb8hXQc581+JboX3ivVblTlXupMfQHH9KypDhaUP5reaeshLn8ST/AFpstevBWSR5kndhDwS3oKjY5apl+WDPc1CMlqsgkQcVJTUHFPpiEpDTuKaaQyreQCeAqRXT+HdE1H+wLW50/UPKkKklHG5evpWAwypFS+GvFD6JdGxu2P2N3yrf88z/AIVw42m5RujvwFRRnZnQHUPH9lcGL+yYbyPtJGdoP61t6Rq/iK6laO+0GS1A/jaQYP0rYh1mBlB8+MZ6AsKsjVoTwJIz/wACFeVfQ9nls9xMzbfmjZT6ZqGRnZs7SKt/a0ODjNVrmUucKOPapKu7DQ5yMipQ4P1qoMIMnFIsy46/lS3M2W3aonJ21ErMSTtOPekmn2rgLkjrRZkkNw2MD17Vb0+UvCUPVOn0rMeQu5Jp8ExilVx0HB9xUhY3Uap1bPeqgdSoK/dPIqVDkUhokkGaoXHynNaOAVqheD5KpA0LoCf8TKUf9MzXUW5zbp6gYrmfDmGv5j/EI8frXS233JF/uua6qStE5KvxDsYmPuM0kiZBpzjDofwpSM1oZkScqKcvBxTB8khHY08jvQBJRSA5FLQAUlFFAwpKWkoEBqNhUlMagBhphp9MNADKSlNITikAw8viuzjXZGq+gArkrOIy3sSeriuwoAK8p1NQNbvj289v516tXmGuQmPXr1SOspb8DzWVXY1pbjAg8rPrU9uuOKjiH7kD0q1Atc1joJ+AlVIJPK1i0fONs6ZPtkVbfgVlTPsuI3x0cH9aE9Qa0PU6KQcjNLXccQUUUUAFFFFAFPU/+QZc/wDXM1xUXNdpq3/IKuf+uZriYuK56250UdmWO1ULtOM1fzxVe5XKGskzWSMmUbtgPQV0PgiMDU7xh2iUfmf/AK1c7Odo+ldN4DUt/aE3qUX8sn+tbw3MJ7HZ96yfE1z9k8L6rOOqWkhH12nFa1cp8RrgW/gTUueZFWMfiw/pmuiCvJI55O0Wz5+VcBR6CmSctjvUgxmmoN0uew5r1zzBZflUL2AxUK9afK2SaZGKokmXpTqQcUtMBRSHrR2oqQDFZWoWhb51HI5rWwaayhgQamSTVi4y5Xc6zw7DofiqwV7q0iM6DbKCOQa2YvBnhi3lWVLKISKcggmvJo59R0i7ebT5DGX4YYyD+FTyeK/E54+0IPcRCvIqYWak+XY9qnjIOK5tz2VYrSBdsQwo7Cq11cqo4cKteMSeIvEr5B1CQA+gA/pVV7vWLhsy39wx/wB+s1hZlvGQPYReQvks/wAo96zbzxpo2mko1yJHH8EI3n9K8xNrd3AxPczSD0ZyRViDT4ouwreGDfU5541dEdsnxN0x51hNtcIp43uAAK349btrqL90udw65ryK7sUa5yBwyiux+GWhXeu6zf6X9sMMcFt50bMu4Z3AAH25qKuGcVoOliebRnW/aFbgDHrSq+e9O1DSb/QrgQ6jBtVjhJkOUf6H+h5qJcdjXG42OtSvsadjcZzCx91/wrQjcA9a58ZByDgg5rWs7jzkJIw69ff3qWtBp2ZqowxVO94Q5p8T4YZOSelNv/8AVk+gqR9Q8KnOoXY7eWP510sQ23Eg7EA1zXhRW8+4kP8AeCfoT/Sumb5blD6giuyn8KOSr8bHyf6vPoaU0pGQwpF5jHrWhmRyDIyOopVO5aD0pF4PtQA4HFOptKDQAUUUlAC0lLSUAIaaTxSk4puc0AMNNNOPWmGgBppDzTiaaaQFvSGC6nECByCB7HFdRXG2jmO9ik/uuK7KgArzzxSAviKU/wB6ND+leh1514ob/ipZh/dRB/47WdX4TSl8RWh+5V6IYFUbfkVeXha5TpFmPFY9y3zZ9K1JTletY9z95gaXUZ6rbtvtom/vID+lTVV087tMtD6wp/IVarvOEKKKKACiiigClq3/ACCbn/cNcRH7V2msnGj3X+5/WuKjPNYVdzoo7MsLxUUv3akHSo5fWsDcxr75RXU/D9s2N8P+mwP/AI6K5TUzwK6f4dnNpf8A/XRf5VvT3OepsdtXnvxdufL8LW8AODNdL+IUE/4V6EK8o+Mk+RpNv7ySfyFdlBXqI5KztBnlXRSaVBtjJ7mkIyQopZTtXA7V6qPNKzHJp8YqPqanQcU0IdRQetJmmA4UopueacDSAWg0lLSGNZQewqJkGOgqUkAVGTn6UBcrtEPQU0IB2qZue9MIqbFpjcUEc07GMUEd6LBcilUbVbHQ4r1j4JxQm71ifH78RxKP90ls/qBXlbjMbfnXpPwVugutahanA8y3Dj3Kt/8AXrDEL3Ga0X76PaZoYriFopo0kRuquuQfwrltR8DWNwzSWUjWzn+D7yfl1FddSV5rSZ3ptbHn6+A77cA1zbhfUEn9MVp2fgiKFw0147Edo125/PNdbRS5UPnkedahYy6Ze+TLyOqN/eFVZjvhJNd5rWmrqVgYxgSr80be/p+NeetuAdXBBBwQexrmqQ5XodNOfMtTV8Ox+Xp+/u1yfywBW1Nxsb0aszRVxo0J7mQn/wAex/StWRd0bD2rqh8KOafxMeOtNTgsPehDuRT7Up4fPrVEjWGDTRyalcZFQkUAOpelMzSg54oAdSGm0u6gBaQmgnFMLUADGmZp1MIoAUnjFMY0uaCKAGVGzc4qQ8U1VxyaQBtxjHauvhkEsCSDoyg1ydb+jy+ZYBc8oSv9aANKvOfFQK+JZT/ejQ/pXo1cF40j2a5by/34cfkT/jWdT4TSl8Rm2xwRV8dKzoDnFaCnjNcp1IilPFZV2fnPPatKbGc1lXB3zY7Hil1BnqenjGmWg/6Yp/IVbqC1XZaQp/djUfpU9d5whRRRQAUUUUAZ+sjOj3QH9z+tcRH1ru9STfplyv8A0zb+VcGh5xWFY6KPUsjpTJBgU5TTZOnWsTcw9UNdP8OGzZah7TL/AOg1y2qnGfWur+G0eNFupj/y0uTj8FArakYVdjtTXjfxgfdr2nJn7tsx/Nv/AK1eyV4f8VZxceMBCpz5Nsin2JJP8iK7sMv3hwYj4Dh416ufwqCZsmrMp2KFFU3OTXpnniIMmrAGBUUa1KegpoGISKSkJozmgBCaA1NNIPegCXfRvqMUp6UDAvmjHFNNOB460gGkUhFOptIYncUpBApDwaQtQAo5OD34rS8I643hvxPa6gVLRoxSVR1KHg/j3/CssHnNSSQhm3DqeamSurMqLsz6rguIrq2iuIHDxSqHRh0IIyDU1ef/AAl1g3/hh7GVsy2Mmwf7jcr/AFH4V6BXlTjyyaPRjLmSYtFFFSUFcZ4q0vypvtsS/JKcSAdm9fxrs6r3VtHd20kEg+Vxg+3vUyjzKxUZcructp67dIhHouf1zV+olt3trVYJMb412tj1qWrSshPVjIuFZfQ089AaaBiU/wC0Kd/CRTEL2qPHOKk7ZprdQaAIiMGkqRxkVF0pAO60hoFHegBpptONNoAM0uKbS5oAaRg0nUU881GeDQAjAkYFOxxSe4p3agBAK0tDlxPLF2Zcj6is/oKk06Xyr6Fuxbafx4pAdTXHeO4fksbjHIZkJ+oz/SuxrA8YQed4elfHMTLIPzx/WpkroqDtJHF2prRH3KzbXkCr4Py1xnaQ3B/dtg8gVloDLdRRjqzgfrWlO/yke3eoNCh8/XrKMj/lqGP4c/0ojrJClomeqAAAAdBS0UV3HCFFFFABRRRQBFMnmwyR/wB5Sv5ivOsFJCp6g4r0quA1WDyNWuEAwN5I+h5rKqtLm1F62Gx8ih+BTY+nFErYXpz6VznSc/qzEkj2rvvAkAh8JWhH/LUvJ+bGvPtWJCsWxmvT/DMPkeGdNT/p3U/mM/1rekc9Y1q+c/E18NS8Vape7tyNcMqH1VflH6AV75rV2LDRL+8BwYbd5AfcKcV80s7eWu772Mt9T1r0cJHVs87FPRIimfJNQgZNObk05Vr0DiHKMCg4pScCmMaYATTaQZNLzSAQ0UGgCgB1NNOFNNACGkpcUhpDHdqQigUppAIRULZBqY011yKBkIbmrqHdCp9Dg1QYEGrFo43FCeG4oGd/8Kr17Pxh9nB/dXkLIw7bl+YH9CPxr3WvnnwExi8baXuOMylfzU19C9q87FK0zsw7vAWiiiuc6AooprHapPoM0AYd02+aUjoSajHakzuj3evNKOgqgEcdG9DSjrSnlcUg6CgA9qb2pxpGOME0AMDZ4NMYYpzdcikzkUgGA04000oNACU2nE02gBKKDSUAKDSMMijpRmgBnQ04GhhmmA0APY8Ypqtsw391s/rSjk1G33T9aQHZqdyg+ozVXU7f7Xpl1bgZMkTAfXHH61JZP5llC3qgqwelAHk1oeFrQ6qaoqNl7KnpIw/U1pRgMvPWuJ7nctjNuJO1aXgi3M2uPMRxFGT+J4/xrHv8xTEH7p5FdZ4CgxaXc5HLOFB+gz/WqpK8yKr9w7Giiius5AooooAKKKKAErk/FMGy8hmA4kTB+o//AF11lY3iSHzNNEneNwfwPFTNXiXTdpI5SI+tOl+6TUanBxT5P3iEDgYrkOw5jW/9WWycYNeu6MMaJYD/AKdo/wD0EV5PrcKrZuR1xXrWlqV0mzUjBECA/wDfIreic9boZPjmZYfBeqkn78BjH1b5R/OvnaVtzn0r2/4q36W3hMWxb95czKoHsvzE/oPzrw3AJ6162EXu3PKxL96wBKfjAoAX1NKQMda7EcwwmozyakZfVqMBRQA3GKM0FhTSeOtABQKODRxSAUHrTTSMaBikMWm4p1JQA3oafTTQrDOKAHdqKXtTcn2pADIGHNQbTE+RU24imuCwyKBo29Bv/sesWN8DzBMjsfYHn9M19MqQygjoeRXyhaOythhwRX0n4P1A6n4U065Y5fyQjnvuX5T/ACz+NcWKjtI6sM9XE3qKKK4zrCobltlrK3opqaqmoNttWH94gUAY0f8AqV/3acPu02P/AFYHtTh0qgCk6GlyPWmM4HTk0AOJ7UHkYNRbqcGoAQqVpp47VKeRTDQAw80mKdikoAbSUpxSUgEoopKACkooNAC5zTWFHSlzQBHnmmt6VIaYRyKAOm0l9+np/skj9av1kaE+baVP7r5/MVr0gPLbpfL1m8XA/wBc/wDOrinC59Ki1qLyPEV2h/ik3gexANPUHyj7DFcctJHbH4TK1I78Edjg16B4Sthb+Hbc4wZcyH8Tx+gFee3sZDYHfp9a9WsIhBYW8QGNkar+laUVq2ZVnokWaKKK6DnCiiigAooooAKq38P2ixni/vIcfWrVFAHmg4PPBqwqsygA496bcIEuZVxjDkY/GpoRx9a43udy2MXW4MWMmBkgE16dpp3aXaHGMwocf8BFcHqMAe1myDgoRXcaO4k0WxYdDbp/6CK2pGFboeUfGO6J1nT7bflUt2fb6Et/gK81J9DXa/FWfzfGsyA5EUEafjgk/wAxXDBq9ugrU0ePW1mx+TShjTaM/lWxiSdsnpTSc03k9aWgBCKTGKdmkoAQCilpCaAENAFJSikMWkzS80UANprZp9NI4oAFckYzTwCOvPvUWKerdjSGOyB2oyKCKaaAHhjnivevhWGHgxNzZ/fvj26V4En3q91+E04fwzcQ55juSfzUGuXE/Ab4f4z0CiiiuA7grL1R/mijHuxrUrEv38y7bB+58tNAVl7j3pe5FIOG+tKRzTAaVxyKYRUlBFAEVHSnEUm2gAV/WnHBphFFAARTGp55ppFAEdLSkUlIBKKKKAENJnH0paQjmgBeDSU0imkH1oAkJA6mo2kA6cmmkccmmHrxQBt+HXJkuEPcA1v1zHh99uosv96M/wAxXT0gOF8UW6/8JHE443QBm+uSP6VWO1Y8etaPiOLdriMCMCAZHocmqEi/LiuWpuzsp/CjKuFBni7/ADrx+NeqjpXk92cTIBn7w/nXq0efLXPXArSjszKvuh9FFFbGAUUUUAFFFFABRRRQBwWrLs1a5XHWQn8+aSJsLV3xFAYtUZ+0oDD+RrOjB7VyTVpHbB3iiacB7dh6itjwfMX0mS2Zsm3kKL7KRkfzNY5+5g96j0vVU0S8nkm3G3eMl9oycqCRj+X41dN6kVY3ieV+OLo3fjXV5M5H2hkHttwv/stc+BzU1zcSXd3JdS5Ek7GVs+rHJ/nTRt9R+de/TVopHhTd5NgBRinhQRwaXZx1rQzI8UlSbff9KTaTzQBHxRmnFKYVbOKAEooCt3pwU5oATFFPKkdqbigBKDQRikNIYUhpeaTBoAaeDSdak2560wrtoAVH7GlbOabtJ5zTlbsaQxFzmvYvg5cAw6pb98xyfoR/SvHwMGvU/g2//E01Jc9YEOPox/xrDEL92zaj8aPYaKKK807xCcDNc4x8yR3zyxJq/wCIdVXQ/D9/qbJvFtCzhc43HsPzrlfDvijTPEdsJLKcLOB+9tnOHQ9+O49xxTQG0c0m408k91ppIHUGmA3f60u8GjAJ6gfWkMXHBH4GgB2QaTFR7HHSjew6igCTFIRTd1LuoAMUmKXcKMigBhFNNOJpuaQDaKXNJQAlGKKM0AJikIpc00uaAGlaY2ADQzMajYcc0AX9DbGrR+4YfpXT3FxHawPNK2EUZNcnozAapAx6biB+Rqzr94ZbwWqn5I8Fvdj/AICpk7K5cY8zsULiZrq4kncfM56eg7CqspOcCpA1RTDvXJI7ErGXOB5ylum4Z/OvVVIZQV6EZFeV3S54r0jSJfO0ezkJzuhU5/CtaL3MK62L1FFFbnOFFFFABRRRQAUUUUAc94oQGG3fuGI/SufjPFb3il8G0UerH+Vc+nJrnqfEdVL4SViSOKp3SgqDjoeavY4xVWcY4qFoa7nmvi3RfsdyLyHiGU4YD+E1zyq2OGH5V6xqVil/YyW8gyjDH0rz06NDDcyQytMrKccN/wDWr1cJiLx5Zbnl4vD2lzR2Zl4f/ZNLucfwiuhHhmJ498dxLj8D/SkHhmP+K7lA/wBwV2+0Rw+zZzrO4OdoFJ5kn+zXTr4Vg25N5If+ACpV8IWTHBubjOOxA/pR7RByM5QecTwVz9Kdtn77Pyrp38G2uRturgZ9x/hUMng8pjZezfkDR7RByM50ifvt/Km5mA5QNWxJ4Yu1+7fEH3jBqq+ianHnbdQNj1jI/rT512DkZn+c3TZ+ZpPOYf8ALMH8avS6XcJYRzySp5jZ3ALxwxHBotNGubicx/aI1wAc7T6Zo5k9RcjM83BHWP8AWg3HP+rIrej8LTyrlrpMZ/uGh/CUi9L1c+hj/wDr0udD5GYH2jP/ACzf8qPO9Y3/ACrd/wCEUuuSl5EQPVDSr4U1DJ/0m3A9waOdByMwvPHdH/Kk89OhB/Kt4+GNSHSW3b8xSDw1qZ/54H6Mf8KOdByMw/MT1oLKf4h+db58K6l3EH/fZ/wqNvC1+ASUt+P+mn/1qOePcOR9jD8xMjJFegfCedx4vRVfajwSBl/vDAOPzGa5Q+HrtfveSv0Yn+ldr8OtGFr4qs55pdzAOFC8AHaf/r1lVknBmlOL5ke20UUV5p3nDfFbUk0/wHdxtjfdukCD6nJ/IKa+bHleOYSRuyOpyGU4IPsRXs/x1vsDR7EN/wA9ZmH5KP614i7knmmhHRWHxB8UabhYtXmlQfwXAEo/Xn9a6Oz+MurxYF5p9ncDuyboz/MivOOOoGab2pgezWvxn0t8fa9JvIT3MbrJ/PFbNt8U/CVyMPeSwMe0tuw/UZFeAdqawHakM+l7bxd4cu8C312zYn+HzgD+RrUiukn5guYph/sMG/lXyg272I96VLh4fuMyf7hK/wAqAPrAySL1RT+lIZScfu+voa+X4PEmt2wAttav4h6LO2P51oQfEHxdbH5NblcekiK/8xQB9HmSP0cfUZpNyngOfxWvBbf4veKISBMbKYf7cGD+hFbEHxlvx/x8aTaueu5JWU/ligD2EMvUyKaXKn+MfnXlCfGiIL8+ivn/AGZx/UU9fjRYE/PoVz9ROn+FAHqu0dmX86NnTkfnXmC/GXST97Rrwf8AbRDU6fGHQyPm02+X6BT/AFoA9I2Gjyz7fnXng+L3h7/nyvx/wBf8akHxd8NkEm21EH08pf8A4qgDvthpjJXBN8XPDx5Fnfn/ALZqP61E/wAXND7affH/AL5H9aAO+baOpqvJIgHXJ9BXn1x8XdOCnyNJumbtvkUCuW1j4la1qSNFbCKwibj9zkvj/ePT8BQB69pXiKwPjWw0YSB7qTzGKqeI9qE/N78dKsSzGe4lmyfnkY/rXg3g7WTovjbSNQYFwlxtk55KuCrH64Y17kpVIjk9Caxq9Dow6u2S+aAce9Pbla5t76SXVhDEMxw8yNnoT7V0EbFkB9awWp1uJRul2k13nht/N0C1P91Sv5EiuHuv5ius8HSl9HaMkExykAegOD/PNa0tGc1daHR0UUVucoUUUUAFFFFABRRRQByfipz9stU7bGP61kpwc1seKU/0q1fafusM/jWPzxWE9zrpfCTg1SvXCqTmrG/K8Vm6i5+zuBkseBgZJNQbJDbC4W7t/MQ55IP1HFc34hgCX0TjA3DHPetbQILiwlurO8AWQPu291z2PvVbxNDvRXUfcOa2oe7UVzLEJTpuxRspCi9eDxV7dnG7kGsyxLeXsIBUdjWihVhzlcV6qPGY8qhHUhqFVxyrBvpQ0WQcHJqHypE5wR6CmhExkZJCCvHXpStPnnPqag+0SZwVJ+oqJZdoZWX1NMRPLKCuc5wciqDsM8qAaez9ecex6VXbeHboQapCKN6yCDyiSV5GB2yx5z9abpjTtPu3ZLKo4+nFF0TmY4xsBOcevzZ/Wks5RDLsGd4PDZycHnrWab1Rq7WRsK7CIRqwY9yDVqKKQkHjis6KZg2FQD2qXfdSNtXIHsKohmosJA+ZgM9c0oFvHn5wSOcVmJa3EnMrufY1aj0/HPzH60mBbFxCTlVz70pkY9MD8KYtuwAAAxUixOQeQKlj1GOzlckmonU88Va8sBeWH0pG8sDA59KkaRntHnovFavh6QWeqWcx4xMufoeP61Qnk5+UU6zYrMjNnG8fzqZaopaM9ropqncoI6HmnVxnUeB/HaVW8S6fGp+ZLP5vbLnH8q8mORXqXxyXb4xtT2ayX9GavLGPHNMQwk5pN5FBpCKAF35ozxTcUnNADjnFIV4oJpM4oAYUFNwR0NSU049aBkLH1pVkOwA04gH0qJht96AJM0A03rQPagB4zTgaaDTgaAHZNLSfhR0oAcKXmmg0uTigBcmlU5puTQOuc0AbnhfT/wC0PEtlEwJVX8xvovP88V7ZPIUgJPBrzr4Y2BmvLq9I+4ojHtnk/wAq9Mhg+26na2SDcXkG7joo5Y/l/OuerdysdtFKMLnXReGdOuNNtVuLYeckSjzFJVx3PI965a0OEb72MnG45I56V6HPMsFvJK/3UUsfwrz0hIIGYDAJLYJzjNOokrE0G3e5Tu5M8Dr0rc8HSyDUJYlBMZiy/oCDx/WsCKN7qZURcvI2xB7mvRdI0qLSrMRJgueXf+8f8KmnFt3HWklGxpUUUV0HGFFFFAHz/wD8NNf9Sj/5Uv8A7VR/w01/1KP/AJUv/tVeAUUAe/8A/DTX/Uo/+VL/AO1Uf8NNf9Sj/wCVL/7VXgFFAHuGqftDLqUKJ/wivlsrZDf2hn/2lWWfjgxUD/hH+fX7b/8Aa68joqXFPcuM5RVketj43nv4f/8AJ3/7XSp8cGjuYZ18P4aNw4/03r6j/V+leR0UckRurN9T1O5+Mpn1ibUF0LZ5jFjH9sz1Prs96befGEXkTI2g7cjGftmf/ZK8uoptJu7FGpKK5U9Dvrf4ltAR/wASotj1uf8A7Grf/C2DjB0XI7/6V/8AYV5tRWvtZ9zH2cT0k/Fp8gro+3/t5/8AsKP+FtzZH/Ep/wDJn/7CvNqKPbT7h7OPY9IHxZkz82jg8Y/4+cf+yVG3xS3nJ0bn2uuP/QK87oo9tPuL2UOx6A3xOLD/AJBA/wDAj/7CkPxMPbScf9vH/wBjXAUU/bT7h7KHY7mb4iLKxP8AZO3cuxx9p6jBH933rs9J8q40+ynVdplgRyCc4JAOP1rxOvXdDnnk0OwCADZbxgEj/ZFaUZyk7MipFJaHUJHtHDjJPTHSrcZkCnDKD9KyLa2vJCN04HHBAq4theHBW7U5/wBmukwNFGkBGZRj0xUm9skFvpWcLK9Thp//AB2p1trrIDSjHc4qWMsNKQvLHNRmZm6A81Its38TA8VIEIBwKVx2IRubJGQaciHHzEVLhhnB7UzYe54qWNEDBQeeaW3UtNGP9oYpZIuM806H92yMeocfzpDPZk4QfSnU1TuUEdxmnVxnUfPnxyUr4wtGz96zUj/vpq8savUvjgxbxjbgnhbNQB/wI15UxIpgBFJim5NJvNAh2KQg0m80hkPNABg0hU560nmGgyUAG3j1ppUHtRvoyTQMQoMdKik2cLvAPv0qcKWOCasWGkyavrljpdsu6a5mSJcf7R6/h1/CgCiBxTgKnv7R7DULmzk+/BK8TfVWIP8AKq4NADgKcDjtTRS0APDfWjNIDS5oAXNLmkFL70AFKDikpV5wKAPV/gxps+qz6tEs7QxRxxuCFyNxJGPyFehSXyeF9Vnt4Iw9xhRJc3APzAjOFA6L/WvPfA8JsfDreTdspvZN8iK2MkZABxzgCul2q6YubgycYAJziuac1fTc7aVNuPvPTsdPP4pn1HT5bc2iK0nHmBztx9OuaxL+5xDsB5NV5b9EQJGMt0AApbHQtb1O4T/RXihY/wCslBAHvUNykaJQpnR+DrBpro3si/u4RtT3c9fyH867mqtjZpYWcVtGPljUDPqe5qzXTFWVjhnLmlcWiiiqICiiigD4AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr2fwjZOug2cyzb1eJCVbscDivGK9l8PExeHNOZCVLQJnHfgV0Yf4jGtsdPGDwCu01PEp4ZfXtWbFcymbBbIx3q2ztGzbTiups5kjUUvkqRkHvU6BP7uKpwSMcZNWlJIGfWobLSJPKBAwR680pt1HcGnIo2/jSsowahsuxF5HPUelNaFVIBOTU+0biO2aa4G41Nx2KkqjgAfjUSpuB9c1YkA4pIvvKO24fzpXCx6zF/qU/3R/KpKavCDHpTq5joPnD40Pnx7Kv8Adtoh+hrzZq7/AOL8jP8AEK+3Y+VYlH02ivPm7UwExSFaXNDUCGkDNIRT6Q0DGbQaNg9KfSN1oAbtxTetONJQA9BlgBXsHwM8Ki71W78TXEeY7YmC13DrIR8zfgOPxNeQKdqnAH+RX1h8NLOCz+HOhpAm1Xtllb3ZvmJ/M0AfOHxJ0s6R8QNYtv4WuDMv0k+f+prlelen/HWFE8fI6j5pLOJm9zkj+VeYmgBtLmk70poAXNLn3pBQaAHA07JxTBTh0oAUU9eopgp47UAfR/wb0u2k8AB7i3ilMt1KwLoCQOBj9K7KXwpos0olaxUEdkYqp+oBxWV8L4ki+HOkbBjejs3uS7V2BpNJj5mtija6Rp1k262soIm/vKgz+dX6SloFe4UUUUAFFFFABRRRQB//2Q==",
"path": "002606.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002607
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAETAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDvNUv5fD/h/TLLTpBE9xF50sqjk5x0J9c/pXN/2/q+cf2ndcdf3hrW8Wg/ZNC/68F/kK5fHTFAGl/wkGr4/wCQldf9/DSDxBq/fU7r/v4aziTRtIwc0AaB1/V+candf9/DR/wkGr/9BO6/7+Gs4g5pB35oA0T4g1cD/kJ3X/f00n/CQax/0E7r/v6azcfyoIOfagDSHiDWCf8AkJ3X/f00o8QauR/yE7rP/XQ1mfSlAoA0f+Eg1gn/AJCd3/39NH9v6z/0E7r/AL+mqAQmn+XQBb/t/WP+gpdf9/TR/wAJBrJ/5id1/wB/DVWSCSPAZGXPIyuM1CeOvagC+Nf1n/oKXX/f00f8JBrIP/ITu/8Av6azWbvxSBqANJvEOsj/AJid3/39NN/4SLWP+gpd/wDf01mk5FHsaANI+ItZ5xql3/39NH/CQ6yf+Ypd/wDf01lmlHWgDTPiHWu2qXf/AH9NN/4SHWf+gref9/TVU2swg8/y38nOA5Hy5+tQnjjIzQBof8JDrP8A0Fbz/v6ab/wkOtYz/at3/wB/TVA96b1pDNL/AISLWs/8hW7x/wBdDSf8JHrP/QVu/wDv6azjnHSkzQwNL/hI9azj+1Lv/v6aT/hJNZPTVbv/AL+mss0Y4JpAan/CR61/0Fbv/v6aT/hI9a/6Ct5/39NZnXilPHakBpnxHrX/AEFbz/v6as2Pi7W7O7SY3800YILRTNuDDuKwuc8UuaYHrPiXUJvtNsIZZI4zEJPlYrnJ9vpWCb683Efa7j/v63+NaXiE/wCkWn/Xon9axuN1UIma/vM/8fdx/wB/W/xpn2+8Kn/S7gf9tW/xqFyNwz1poPUdh3oAsG/vcgC8uP8Av63+NIL+9I/4+7j/AL+t/jVc8YNJ0Az0oAs/b73cf9MuP+/rf40C/vM5+2XH/f1v8agx8w5pDQBOt9e5z9suP+/zf41Ib+825+13GP8Arq3+NVVBLYAPPTjrV+HSb24UeXbPt6Zb5R+tAFb7dehjm8uOP+mrf40v26+H/L3c/Tzm/wAa6Oy8OwwfNd7ZpCDhAcKv1Peo9VksdK0G8vIYNs0IBdokywXOCR7UPQaV9DnG1C+XP+mXP/f5v8aYuo3xP/H5c/8Af5v8ay28Q2l2CI7eQP2ckAH6iqs2pvGmTtUepYAVh9Yp9zT2M+xvHUb0f8vtz1/57N/jQuo3xP8Ax+XP4zN/jXOHUgVyZVXJ25LcZ9KQaq6niWM/NtIz3zjH1pPEQGqE2dH9vvHdSb27+TLACZsHjHPPvTJNSvgeL256/wDPZv8AGsCLXoWUbbiE5bb17+lWPt293TfHlBlx02g9M0KvAHRkaf8Aal9/z/XPT/ns3+NL/al8Bze3RP8A12b/ABrIN7tyGUZ6HDirFpLCz5uhMB6IB/PP9KpVodyfZT7F86pfBctfXIP/AF2b/GkGpag+CL25x/12b/Gtex1nSbdv3KQQle7KWY/UkVtXVnZak5lkh5KAl0+U5x7VpGSlsyHFrc5Aahfj/l+uv+/zf40o1G+/5/rr/v8AN/jTb7TL60kfajSRAnDoM8e4HSs0ySZI3HimI1P7Svif+P26/wC/zf40f2lfEEfbbn/v83+NZfmOD940CZvU0Aaw1K+/5/bn/v8AN/jR/aV9gj7bc/8Af5v8ay1mOOTUiyEjrTA0TqV7/wA/t1/3+b/GlGo3xH/H7c/9/m/xqiJPX8akBGKALX9pXv8Az+3P/f5v8a2fC15dTa9EktzNIux/leQkdPQmuczz7Vu+Ecf8JFF/1zf+VAFXxbzaaF/14r/IVy/briup8V/8eWh/9eCfyFcxj0oAMCkz68DtQenFNPvQAbv8KaCKKVRk0AAGT70u3JroNH8MzX8f2m4JgtQfvkcv/uj+tdLaRaVpPNraK0g48yX5m/wFAHHWXh3U74horVwmPvyfKv5mty28Cu2DcahDGe4RS2K1pr64uWyzEU+J5srnJxTsBBD4Q0i2P72aa5IGdudo/Tmte1tY4b0Rraw+SqfJ+7Hy/SiIqeSOauwyDygzYIBxn2NFgOPvpNzOswEgzysgyKxzo9hfSFUMtu5/uNuX8j/jXQeIbGVLvzoiAknXPY1n6dLLZXIM1uGB6OozSAypfBN6nzQ3tvKP9sFD/WoD4U1ZR8sMb/7sqmu4muFlTKY/lUtlEXJZ8+X1B9vWnYDgP+EX1j/nz/ORf8alTwjqpxuWFP8AemH9K72SW1YlI5d7D0YVnzXUEbshY7x2zRYDnrfwRcSsPOvoE/3FLH+lbNp4K0u2/e3Dz3ZX+Ajap/LmtC0mCDe8MhHbK0y4uri4cxg7FPTbRYC5CnmQ+S8EYt2YIsJUbQvpisbXfBOmTxu2mH7LcryFLZjf29q03k+yRpChO5epPqetOuJQLdQD83UmhoDzS80DV7BC01jKYx1dPnA/Ks3d/wDXr2DT5yAxJIyeKbe6PpmpIBd2cTMejou1h+IqeVhc8izRmu31T4fPgyaXcbu/kznB/Bun51x99pt/pb7b20lhHTJXg/j0o2GVjSEimeaPyoDhqVwHg89qN1JkEY4pRikAhp2aTBNLxigD03xDk3Np/wBeaf1rHPQeuK1/ER/0m0H/AE6J/Wsdj0FWIYx4zTQOQDTm4UE5JpFOCAOgzQAhOf8AOaUDPb86MdvetPT9Hn1KTK/LEOGfsPp6mgDNjRnYBEZmPQKMk1s2nhy4kAkumEEfXB5Y/h2rore1s9IhPlKAx6seST9azrrVSXKqMntnpQBYt4bLTwBBGPMH8bDLfn2pJL4+Y6A8g9ayZJy+WkJyTk4ovXYTkjjpyKYGokrSttYkjB4zVW5gjnMlswJhnjMUgHuMfyqlBOyTIxzwa0xF5xPbI4xQ9QPDptIaxvrizuZbovAzRHkgYHRsfTBzWndRw39k0DRy+W5GSRnpXpPiPRDqFmZkTMoKiQAfeUf4Vz1xbLBaxxIAFUcYrkeG1vc6fb3WxyBtY2jceXIyGTzTgfxdOtPaOB/Mb7LOzNh22KckjocDv711EVmGsjGoyzsBWj9hS3WJY+JVI2MOoNP6uu4vbNdDh7bT0P8Ax76Xf4Dlz+7fAJ4J6d6tSWqh5hcQyI0yjzEY4yAMDiu+fTo7JfNjULLKMyHHXnOKdDpkMukb9nzyE726k80PDLuCrvsectZ7yxEE5besjMy7+Qm0Z/Dn6017WRkdIrmSPcqKAVII2453DnJAArvrXEd5JE5/d3C7G+varNrpqXOkzWbDEkL/ACYHOP8A9dL6s+jH7ddUchoNlc32uWkIZWs408y5fjLkEcY7Zwfzr0tHxFIThS59Og9v1qhp+nx6bbGMqplb5pXHU+i5q20RZPMPHU9a2pU+RamVSfOysrMHwByzcfSoLnTLO6B82Jdx/iAwfzH9c1eiAUk+i1GMtwK1MznLrw3ICTay78fwvwfzrHntJ7V9ssTIfUjj867zBC5xS+WsgMbqGU9mGaVgPO+lKrYHtXUah4YDbpLNsN/zzY8fga5qWKSGRo5EKuvBUjkUgHA5NTxNxiqgOD0qRG9aALfUVu+Ef+Rhi/65v/KucV8fSui8IEHxDEf+mb/ypgV/FnFnof8A14p/IVzBHNdN4t/49dC/68V/kK5g0AITnmk6c0uDRgZzQAijJ9q67wfocV5I9/eRB7aHhQ3Rn/wFczaQPcXCQxjLuwVR717Bp9hHp+lx2SY2xphj6nuaAK2oOFhAIAyDgDoBXMTsQ+5eR6VravdAnYjbtihc+tZsMiSr8yN7gUwH20bkbj0610FnGhiUgDkVhiULhQTj3FalvcmG2J28jkUwLj2yNwOvrTNohyFf5enPrVOO6lZiS2dx49BSySs33SAV5GaBC3ojmV4ZOUbof61zrvd6ZcYbDxn2yCPWte5M3lqHbJPU1KkAlhEc6buP84osGxUhvIpsM0UbfhirSagkIIEWI2GMA9Kg/s+SE/ulWRfToaXychi8bJ6Ag0ANL2ILOsEgcj+9xUCmGOTMVpGG7uwySfrVtYFKgleT6Cp4rcY4hb8eKBlZbi6YfKMfhU9tbyAm4l5bogx3q2FiiPzEcfwg5olu1QE8F+3otAGVPDI8uecZp7xkxAHtUxugDnYuT0pGkEh2gcUCZFEXjQEVehkLbV9qhyqxhc4HeizYyAvg4Bxn1oJNRWDDoeKR4I7pGhmjWSJgQyOMg/hVdHIm2/nV1TsUE96GUjy3xh4OGlBtQsebP+OMnJjJ/mP5VxG9lbrXvuowxz24V0DxyKQwPceleL+I9IbR9TaEZMLjfEx7r6H3HSs2iiikuetSq4zzzVFSQasIelIZY35NOznOc49KjUin9qBHp3iEZubP/r0j/rWKT8ue9bXiH/j5s/X7JH/WsUfpViAjOfzpq8tmnAevpTkTc3t1oAvaXZC6uPnB8tBub6en411MFzFbBoRtUEblA4GMdBVO3hNppaR4xJIN7nvz0/SqShpYjlhheB9aYFi6maQliTjrWbINzZNWfnaP2qW0tvNmAIyM0AVEhJUFxkGl1KWC3gjnuJkiiVPmZzjGK1b2FYgoC9PSuH+JFv5nhKO4kmWFYbpMBhnzc8Y+mT9KUm0ro0oxjOajJ2T6lzTvE2iX19DaW95md+EBQgOcfwn8DXWwghgccCvKrO2XXPENi2m6e0U8FyJbh2jCxwquPlyAAVA4Hclq9akuoUOxSCF4wKilNyV2bYmlCm0oMlDE4OOOlY+q6Ct1iWDCuOSvZv8AA1YuLtsfLwKu2rs20OCNyZBNanKc6lsYMIU2kdiKls4FkvQ7j+LjIroZIUlT50DD3FUzYwqdyblPsaVgKuoDfNx0q5YRp/ZwTA4z/OoWt485klY/gKsQypEhEQO33OaAMOeyd7keXGSwOeB0rUVEtiWUgysuGYHgfSpZJmdSq9O4A4qMRlQxY8jtQAgXJBOQvp/WnTSFwqqMKO1RPISQBTrq4ttNthPcuEQsq7j6scD9aAARkRsT37VGg2sfpS29/bX8k8VrIr+QypIwIK7iobAI68EVba2ATcOo60wGFQSvtTtgY57j0pqg7wPepQuwjJxntQBFKSR8q1S1LR49SsmKxj7UowjgYJPp9O1a4VTndwByT7VLEmJQQMAdAO1JgeTspUlSMEHBBpBxXQeMrAWWriZECxXC54/vjrXPg56VIDgcd66PwW2fEkX/AFzf+Vc33rofBf8AyMsP/XOT+VACeLebTQj/ANOK/wAhXMkgV0/iwZtNDI/58F/kK5fpTATqTRnn2oI4zUkELSSKiDLMdoHrmgDrfBmngyvqEn8B8uLI6sep/Afzrv5gFikPYr/SsOzs1s1tLKH7sA+Yju55JrauHD2UpHZSKAOOuUCE88Dpmm2iqfmwTn0qa9XKqS2ARzUNiowfmJAPFMC+kKuy4B/GtCWJRbMDj7uaigZUHmEZ4rJ1bxMtte2lqqAiYEs2cbR60wLkB3RRkDkMRk0XUTRxvI56/dFIv+qjCEvucscdBzVvVEVjBF1cn7ooE7kdvE10ASv7sAGreUEjIpBwBUd9cpY2620f3yORUNijySSSSZ56A0AaEUKuSTwM96q3VzDAdqu272NW5XEFqfUjJNc0ZWeZuPpQJF61vnmm8vcQc461p3Ajt4A0gLHGeTWZpduXvA7jgY7VZ1Z98jeijj3oKKImaSZsMMdqkMWWA5yfSorJMh26c8VfP7ptxx070CuRR2ysQWzn6U+byIYi0jqijqWOBSxTSyKxHAHNcVqU7arrxhMgkt7cA4X7pcnv64oGdcqBgEDDBz1qaBTwg5VeeKda2IjXe7hQG4Ld6ezwxbgjbiepFAmiNX/05lA5AzWgx32wJ/hOc1m2qma4eQjrWjH99oj0PSmLYZfEx2cG7hs81x3jHTft2kSlFzLb/vkx1I/iH5c/hXYal8zmP+5g1kXLA7GOCM7SPUdKhlHibDBqZOnFW9d0/wDszWLm1A+RWyh9VPIqnCQeKgZZU8U7JPpimAdKeOn/ANagZ6h4i/4+LP8A69I/61i4wDj9a2vEX+vsz62kf9axlHJB5qyQxk8dq0dKtPtV9FCejHn2HeqKjnPrXSeGbb97Ndt92NcA+5/+tQBdvG3TPjoOBWZBgSvGRnJzV6U5yT3rOJ2XQbtQBYkARigWtPTIx/dwaoTqBKJOxFaWnfJE7nnimBBqA/e8kAe9Yer6XBrWkz6fceWY5gF+cFscg5ABHPFaOouZJnOeB0rPjOXz6UAZ9j4K0bw9ei7sZb1pihGJbjcoBGOgA7cc5xWnBFJcuzjIQHAxT5A0jda1LNERFiXHAyaEgK9zaJF5fOWOOtaAChFdv4eMVVuiWnUHgA4p8js0aYHfGM0wLpw1uSDxiqEbl0k/2eeauW/ywujEZxxVKDgzAn73H1oApv5rn73XpU9vbnz/ACifuD86Nv7uKQ9c/wAqntctM7425pAWJYkitdqAAVnKx3Yz1q/dPmHbnis5clsmmA+KFWZmbOF6VyHxA1PfoM9sYn/1sYjKdQwb5W74wf5V2YJ2nHrj61T1LSrW82pPEjMSGJ2gk47E46UnsONk1c898EatLbW99Cr7rg3CuzXMxZpAwwvO3JbjHp9OBXr1ogmgDkEZHIrCGlWenyPLawqksyqsjDuVzj6da6WzTy7VF9ByaEmlqVUcXJuKsjMlQpPnGOaiY5lAJPWrN86rLiq8I3Pn2pkFwgRW7SkdTgZ7e9Lpsnmwkns2KS5OLKMHqSTVXSZvncdiaQEHjCwN9pMu1cug3r9R/wDWry6OQ5x2r22eMT27IRkEYrxW+gNpqE8BGDHIy4+hpMCVTkA10fgv/kZov+ucn8q5iJsjFdN4K/5GWH/rlJ/KkAviz/j00M/9OC/yFcvjPJ5FdR4sH+iaEP8ApxX+Qrmcc56+9MBO/wDKul8Iaf8AadV+0MuYrZfMP+9/D/n2rnkUZ9q9P8Paeul+H1LjEs48x/XnoPwFAE9uwS5Yn0yak0uX7Tb3aE5+Y/kRVS7cwp5qjOQR9Ki0K4EV4yMRiQY/GmBTvVUwLuBJBxioLceXA3BycgAVr3luFaRdpJDZ47iqDRukTcFRmgC9DHutHJUthelcprlkcJOqMXT5Qeyg+tdhaSb7FlXG48VSkgjLGOV1Kn7ykZFMDktM1q7tTHbz/vIE4wMAkZ7GutsdRhvJzcj/AFyoAIiec+tYV9oDpEJ7NhIpyWDdR9PWk0mC6a7jVrZkAcAuRwPzoA6RLZ2dridhuJ/KrNsQWKoOKzGuLiS9EZaMqD0wcVetn26k0QoAsakMWxHJOOcCsS0X98W8skjoK6LURiHGMmsSLPn4zg0EGhbyMkp+XtkVQ1CSSVz6egq+sZ2kjqRUDxkPkqaCkFjAVAVhg9afqAK4C96kt8mZTjtTb6NpJ1VR0oGNtgFVIj/EcmvO1d7LWL+N1bzHkIIIwcZPOK9LtY3Qh8cAVy2taNMNUF6qNskX5m68/TtQIv2Vybq1jfLkxjYQematCEhR/eNVdJHlhiyYRhgZGBn2/CtZhHj74A9qBiWZ259zzVuLcbmLA4JqpC6GYKvTpWpbRbWDEg46UElO9P8ApUnPYZPpXPy8sqjuwrd1Jgkr9csO1YUbZ1JI8cBaRRzPxE08JHaX6r/0yc/qP61waEo2a9s1/Sxq2hz2uB5hXdH/ALw5FeJupRipUgg4I9DUMaLSNxmpRmq0JyB61YByKQz1DxGf9Jsx3+yR/wBayFHYdu9a/iL/AI+bM/8ATpH/AFrJQY+pqySRVJK9q7Kwi+yaAoP3pju/A/8A1q5KBC7qo78V2l4QixWy/djUCgDNmPFZ0nLVdupAtZ8rEigC/kyQxY6g7a1UxbWbFvSsnRz5lwkZP8QIqxfzB5No6CmBTmbgk96qxHNTTZIx2pi4AxwKQFgFVTLEADqScVo6eUMhPoK5nWpIUsW+0TpDEpDszNjGOQ3UdDg/hWpompR3Npb3MTrJHLEH3p9057imBp3kgRs9zzVWKV5JCOg61NfpuQSc4OOarWoXzMDkmgC3eSSLZO0J2yhCV74PqRXJP4hRFvZHmcrb7kkVV5+Xb8y+pIcY9s12G0hiqqAc/eNZ39mQy3ErA7QASBgY+grGqqj+A0hyfaK8d6YikWfNjj3oWH3iygHHPfH61p2u4qHZSoYcAms2LQoI54rhvnVFwofsCckZ9zyfXp0rUWRiBs2gA4+UVVLnt75MlFfCSSDd949DVbgHIHepwN5POeO1RHlSR0zzWpJJBwp9uahJLXAY9ualiP7uTjnFRqBgt2waAAjMgLeoxW5HzGoHpWLGpZkYjocmtiM4wPagDOvoibjPaltoSBvzgdKt3cW400fLbEgdFzSAr6nKqxhV6KtU9I4GfrzUN9KTDyeTzVjTlKxrSA2YG3Ag15l43tBBrYkA/wBamT9Qcf4V6NaODKyDqK5T4g2wNvbzgcq+3P1//VQwOCiOG/Gup8EHPiaH/rk/8q5NTh66rwMc+Jof+uUn8qQyTxZn7LoXr9hT+QrnF5+grpPFgzaaH/14L/IVi6fa/a72C3wf3kgXj60xGr4Z0z7dqHmPGXhgw7L/AHj2Fd89wr8SsYyOxFWNP0y00uDy7SIID949Sx9zSXdstwCBgN6GgCjOnlrh8GNuhHIrLkgMDiSM4wc06V5rOQxtkx55U9qhknZeDyp6A0wN4SLd2S3KAb8bWGO9ZtxGx5I3A+lM0e62zvb/AMMgyB7irk24kqMfyoAraeyIHUryO1Vr3y1cnHJPY4pHbyboAkgMfyqK9Xe4+bNMC3p4LsAfuhDgGtCJcAzE5JIx9BVCwwq5xVm8lKWg28Z5FAGdCu+9DAcqT+NaVtHjUmbqTg1BplqxkJOeRWrbQET7ivA70AS6gm63JxXOXG6OZJFHPeumvf8Aj3P0rnbyPdDnvSJsWba4Y5zgAjNMnmOOWOSaitOUGT261IyB5F9MUwRcs8Ow+Y5q28G+QsTxVXT+JyoNWb2byI+Op6UFEkaxJ948DrWbdax+8KxD5B1PrWdPfSYKlsDvVaKOSc5xhSaALckpuEJPyqo+Uf7RPWo4SzOIzgnpxVgxAQY7Hjii0tmaVdoJI5JoAt6XaBpiTzg1vLGEXFRWluII+nJOTUOoXDJGVTr60hWMvUJ1lnIQ5CjBPqaxoFZ74SLzjrU92+xNink9TTbJ9gAUZYmgZrQE/a0Bzz1ryvx1pI0zxNOEXEVwPOTHv1/WvX7GzYMJZTg+lcJ8QoX1C3W8WJj9mcoTt6Kf/r/zqWM82jO0n9KsqciqxBBqZG4/CpGer+If+Pqz/wCvSP8ArWTGMmtbxCf9Js/+vSP+tZcec1ZJsaHbibUos9F+c/QVtTvud3z1PFVfDUAKzzc527F/mf6VJMf3fHamBmXbF5ttNZPkqVYy8pc0TDCGkA7SOL+I9g1Wb5cXUnH8VULJyAQDhgwrT1D/AI+JD/tGgDPdSR0zVa7k+zWk03ClI2YFjgA44yfrirbn5flzVG+tl1Cznsp13wzoY5FPQgjBoA8zbU4Laye6utNeXV3kS9FuLuQRIzny8KWOS4GcqDjHtXX6brmpab4kjsrwWEel3HFpEXUTBThVUBOM5Ocenes2+8PXK2s+n291papbpH/ZkHmYFq6nl2DZJzzwOPaqnhWAaPr2maRNFNdSGKa6jvg6vGsvRvLYLyuOCCeDQI9cupQYI8469PSqds+2YYFRKJCmc06ONtwznPU0xl6ZiJFx1I/OmQDbJtxzkZqVF3bZD/dqGM4kLdOaYE0ueUqMYiixgZJqSX5n/nUTDdET74JoAkhX5SPamMMxnAwM06BgEbqewqO9kWC3ZmICopJ/CgBIWPlvnA3A0+NP3CDvk1xNj8UPC09vvmuprMqMqtxCQXH95cZBFSzfFLQVurGG0ju70XMoiWSKLagOQDy2M4JGQOlAHeLDt8s1YZsFcdScVA8w+UA5OcHHTNOYncB60ATykEe+ailX/Q3xUoQmPcepqO5Oyyc0gOau2864ES9jzWmjiJQB2FZMBJuQx7nNaLH5uaQF7Tmy7tnkkVS8Y2xuPD9wwXLIAw/Aj/69WdPOJTnpWjNELm3kRxlWUrimB4ceprqPApz4nh/65SfyrnruD7NdzQn/AJZuyfkcVv8AgT/kaIf+uUn8qkZZ8Wf8emhf9eKfyFVfC9zBbaxHLMVBCkISMgMas+LebTQv+vBf5CudhcxyK69VII9qYj1m4vysRTz0Uk9QefpWJLexxyFpLqRFJwG5qqLqK6s47qLq+dyf3W7is6eGSdizE5HQdhTA7GK1a7jUSyCVSMq/Xj2NZl5bNBI0bc7ehqt4dvZrS6SB2zAzYKn+E+orfv4lmu5EPHTBoA52AtFfwOOgkGcehrbvHSKd1ZjgHjis6a0WIhg4JU5/KtDU4xLNvHRgDn04oAoXqiaIOpHHQiqYbGC3NX1jQoVyTVNoAp5zge9AF2yYldoOR61oSwq9tHv7ZrNsnjjOMkH3pus3939i8vTVQzFvvOeAPamBuRzRW6Bc4IXOKhj1AvctGvavLr7UdahkK3ct1GhI+ZTxkehFdDoeryBla4kWRCD+9AO4E9sUAdzeSZt+vasSZ90RBPtWu5EsK4IO5fX2rHkChnj9s8mkBBpzt57RHnB4rQ2gSb8E4NR6PAXmZtvyjvUuoyvGwSM4waBWJ7Di4Q9OtTamM/h0FVtP3AhnI4bBrFm1uebX57Zwv2ckrGw7ED9c0wsJcxFZhuIwavoMQIqjgelVbhcMFZsspwaus4SBV6EigZZtIfNjU8Ac1qW9t5AJ7msvTZiG2sMAKK1fMbDZ70CTLfQVg6jdBJmTHJNbe/5c1x16j6hqzQhysakbmHv2qRjYbSfUrny4COD+8c8hB/j7VueXpWhqGuJ1WRhw0jfMfoKS+1C08O6ascaqHAwqDufU15rqGo3N9cyXEz7nbv2A9B7UAemJr+nOAIZFYHkHFNbWYHBU+WV9DXnOjSSTObUE+YpJX3FbV35VvZO1zMsSgffdsDNAzkvG2mW9jqxuLNo/s1wSwRD9xu4+neuaEhHatLW9WTUZESIDyYc4buxPeswIevaoGeveIT/pNkf+nSP+tZkXJx3zitLxCf8ASrIf9Ocf9ayo3KkMDjHI9ask7+3tlsLKKOPKtwzZP8RHNUZ1yHx3PSqEPiBpEAuiSe7L/hU8Oo2t1OIEc+afuqwxn6UwFVNsWcdearXPCitBshSp6elUr1Mr8vSkBUshmY1ragu6ZgO4BqhYxbS0jdFFWZJQ8mSRQAzbtQDANY2t2z3VhNbpJLEJBteSFsOqE/MR74zW5I44AqrNwd1AHMaf4ZsbV7a6uJLqfUILb7ILkuSZI+eBjggg/WtHQdKsNMjFhYwvDFCuVBlMm3JJwc9D3wKvJbxcARoB7DAqTYsQ2qgVR2UYoAv+UiRgBufXNKmxcEsSM9KrxyIUweop6lcZNMC7GT5B4wB0z6VGCBMAOg5pglYjnuKdG24k9xQBMRz+FNQBoQvuaEYHcCeRQrBeg4xTAVcLyOxwKimiMoJJ6Ecmn7gAD701CX3HAC+9AHz5p+n3N09/ZaldXiJZXTfuIbVZirFiG4PK5446Ve8NaNqeoePrS2hlmeLTJlPmSpjyol6Ar0BI4A969e1Hwxpl/cyXEkc1vcy7fMntJmhd8dNxXrj3qbTrG10gNFaxFdzAuzMWeQ9Msx5J+tTZ3uaucXDlsazSqsiqMYzWnDGCoY1iKhe8Xj5S9dCmBGAKoyGynC4qjqrY09gD1q84zisvWpALTbnncKQGNAnJNWgpHNVoXw+O9adrZyTkE/KnrSALRWaUBa0nm2HYvA7nvUi28VtCSgAwMlmNcrqPijTLeRts5mYHGI+f/rUwOZ8WWEFpfrNEXLXDO77jxnPan+BP+Rqg/wCuUn8qyta1dtVvRIAViQYRe4Hqa0/AZ/4quAf9MpP5VIy14s4s9CP/AE4p/IVzBYiun8V/8emhf9eCfyFcszevSmIs2mrXenMTbyAKT8yMoKn8K6HTdYh1N/LcLFc90B4b/d/wrj2yR6VHuIbjIweopgejRR4ZcZBB44rp0QzFJZvlJUZHvXmOmeKbi1KfaUFwF6MeGH49/wAa6zSNdg1G63i9AcjmBxgsPQdvyouBrX1grOXTgmnzHEMRwCSgGPpxUOpXM0EoQAgAfxDt2qaNjNaQSZHAOfzoAqtE7dBgdwBUElq5JI6elXPPyfmPy03zUJ4agCtDaMSc/wA6c9k3mDA4xgYqY38FupyQXrNu9UlkI2HAPAHrTAl1LTrSeySGb7uf4Tg1zA0+40ycIVI/UMPWursLOW6Kb88HJPpWlPFBI3lvGrKvQEdKAM6zvvJ00M33uQo9KotcO0hfHzGtMRRo8gaJW2AbS393tVUSrLOBsHPbFAGno28W0sjLjnIrLurieS4JIJO7pXR2+2K15GBisiS6hjlbaBu+maAK15qK6Vps00rIJXP7lGP3iP6VzVhdyXl9DJHgsH3FsZySeuKreIHuNT1ZlkYhUOxV4yB+FdBoGlRxIhcbTxtA6igCxck/an3kDLcmrabGZVUEk9zTLtYRdNiMnnOSetX7EKVMhAHHSgTQWsR87aAa2EhOOT7VTtpE852yOtXI5/MkKgj2pCsPmBED49KwLcxWhuL2YjhiQPU9AK2dQn8q1b1PFcLd34jlKSv8nJGTwPrSKKOo3E2p3bzTZyTwD2FUxZqxxmq9/wCLNHs2O2Xz5B/DEM/r0rl77xle3BK2cS2qH+L7z/n0FTcDsVaHRrlL154YSnIMjcH2965zxVr9trcUMNvvdo5CxkxhemOM81zBkluJPMmkaRz1Zzk1Mi0rjsSwwnHWrAQ9KSIYqbFAz1DxJxd2Z/6c4/61jhunPStjxICbqzGP+XOP+tYvOcCrJJQxx7DqakguJLa5juY8eZGcrkZ5qvk9vfFAOCOfagDr7G/h1KPOQk4+8hOT9fcVI6Mp2sP/AK9cckjwussTlHB4YGt3TvEkLP5WpRgIR/rVB/UdvqKALc7mNFVRgE5PvToUEuxgdylcjB61l+KrmAWLQ2s+9pU+Rkbp75FS+Fnlj0KyhmQgybovNyMIoJx+PGKTkluBfcnfziobgfKDViSW3aJBagNGRuD+tV5vmApgRRnGKlByfWoQwxT1PpxQBIF5GMe9OLZJxnikTPcDHrUyBSOB19qYAiFuPWp0RVz+QA71zev+MbXQbuCzEMl1eyqWSCIZIHYtjn1/Kk8L+Ln12a8t5bVba4gUPtDEkg8c55Bz/Oo5483LfU2+r1PZ+0todJAGYFiO5BqU4AyQSKbbjy7UFjyzGlzuUAngkn6CtDEJRtgUEYOeabF0yTwTgUt4cqoAp6ABV44UfnQAy4OJVxVdVBlDHoTUsh3MW9DgU0qQgx1z1oAsuRHOigdSK2YeY6xMb54yfWt2IYjH0pARzHYhNc/qUnmIAfUVu3jYTHrXKavfRW11BFIwXz3KqT0yB0/WgC/pdh57maT5Y17+tSan4n07SYiC3mNj5Y16tXMa54tktIV02zQAoB5jn161xk1xJcStJK5d26k1NwOg1zxdfawhgGLe17xqclvqe/0rnNxPWkLU3PekMd6V0vgL/kbIP+uUn8q5kV0/gIH/AISuA/8ATKT+VAFvxaR9k0P1+wr/ACFcq5PSup8W82mhf9eCfyFco/HNUIYeQR+dRt1471J0GM9ajYH8c0wG4pwbDDkjHIpvsaTPJoA3bbxRqMNo9tJJ9oQr+7MxJMZ9Qe/0rs/CcrN4ZSSVy7NcyEluvJzXl6nB+len+CY/tHhoIP4bk/0oAuaiGijGBhW6ViNJIv8AERXRa7IgkSEfwiudnGASPXFAFSaZjMF6k1vaXpTTYlnHA6CsO1uLW1nku7xtsaEY4zXVQXwniDR8R4yD7UAW7m5Syg8uJQGPFZ0buEeV2JJ5p5QSSBm59BUhjXyyKYGfd3ZkiUKPmxgmp9NtBEwklOWNWBZps4HNSi2bAA60AyG+vXkPkQ554zWattuvfLcs6KM7Qcbm9/atgWDeaJM4x0FTxWaxl5MDc3U0AZSWtsYPNeCNpEkKg45C0y3k3SuxBG3p7CtA25UOg781FDaFBjHJoEylekmYMucMOangWXyiEBBPtVh7cM0ZIBxzVyPailiAO+KAKlpDIRjJGa04lFuVYntUds8a4Zsbj2pl2SzKQeh5oEO1X/j3GenU183atf3N7fXLS3EjoZWIVmOAMntX0ff/ALzT5XPQLmvmOc5mk/3j/Os5FIYMelSIuWqNetWoV71JRKiVYQc1Gi1OgNAE0Y6VN2xxUMfGc1KPxpgeo+JP+Pqy/wCvSP8ArWGTgn6VteJubuzHrZx/1rDOcg1RI7BKgDrSZGM0vRT+VMYgDAFMB5bGPwqFuTj0pxYYHuaQ9eaAIimWAGK6zTNPu7jSrNlkZIFdmIXuQTjJ64B5wOtc3Em5smvQtBX/AIp+AY7t/M1M4KasyoycXdFG6gMcp67eg+lVJcKMdzWtqIxKDxyOlZUg3PuqiSsDgDipU5FMkIz9acmQtAFtEBUf408oQmc9BUMEuM5FWTKBATjk0wPPPH2lSWMtl4khDlo2WGcAbgqHIBI645x+NVPAVzFqXiu8vZJiZ/KKiKGMmOMAgYL/AEAxXodyiahp81rMCYpUMbAHGQauwwLFZqiIqRxgbEQYAA7ACs/Zrm5jo+tVPZ+z6bfIdlVdFPYcCn+uBnFVnY+epHTjFXJDgMR04rU5yNsuff3pM4yPagkglT1B5prE4DDPIoAByM9qRwcoPWnIPkx6mo7l8bAOoFAFy3XLxk/hWyOI6zLePaYs9avXL+XBn6UgKN5NliOy159435gs2/6aOf0Fa03jCwbWW00BzPJeCz5wADjJb6Dp9ayPHAKLZKfVz/KkwOS3EkksST1JoyaZmnBc1Ixc8e1A5o2kcU9FNADguBXT+Ax/xVUB/wCmUn8q5tVzgV1fghQPE0OB/wAspP5UwE8XH/RNBH/Tgn8hXLNzXU+Lv+PTQf8ArwT+Qrlc80xEbd6bjinNwccc0mKYDDxzTc09s460ygBF+9zmvVfh9iPw7K+7/lux/JRXlS5LV6R4IkK+H7kKek/I/wCAigCW+d53ZiTuZs1QndUWQOcD5Tkmtp42ZSdqlc8ZrzjxBqMl1dvEFxDExUe57mgC3qGpQajiGIFY1JPPc+tddp06x6XFFHlmWNTwMVx3h3R3uHE8iYTIHzfxV39laxxR3JkOSoXqaEA6KZ2jHbjmrKtwpHzECqyjfbjaOSevtT8tAQCMimBcNwAFJ7c8U1tTjQgAZNN2B4mK+lYswZJuc4HSgDoG1RVA7k1GdWBYjnArKMTSrGBT3tvKZVI5YUAaK6kgY4U596cL5WxmqLQbEDHoOtRqFbnnrQK5ekukEfy9RUBvDJlBxx61n31sZrWWJJ5Ytx6x9a5K/srvSJVEzGWCUZyDgn6+9Az0PTgZS7Ofutird2pMoVM9a5/w7qSrsSeXcj4wzdQfSusaENKz59qBNFLWJPI0W4x94xtj64r5kY5OfWvozxXeLDpNztOdkLH6cGvnIjjnrWctykOjGWFXohgVWgQ5zV6NcVJQ9F5qVRSKKkWgQ9eKfTBjGKeOlMD0/wATEm7sRn/lzT+tYZPTGfatvxP/AMfVl6/Y4/61hdhntVEjwc/4Uw+nrTvUU0k7M980AIABzQTnmkUEp75o/wBnNAE8XUZr0DRDt0O392b+defxHLqa73SmEfh6BvQPj8zTArX0oM0jZ74FZ5YkcVYML3TNg4VRljUDAKCAaAKjsXkVRVsfdFQRRfPz1qy4GQAaAHRx5xkdallRjFwMDrUsQCbD6jFO/wBZJkfdB4pgIkCwoo6ngmrLY8kgDtUL5aSR+wwBUiN8goAqTLs2gcbavQgSKpxkdTVW5GYUPfvirMH7uxJxyRmmBXmYtKUTr3pwyzbePl6YpQFSRZCeCp/MCktD+9DHHQ0gAHG5f7vNREF5oye9ODcynvtFLBjhu4pgayDJj/Oo9beRNMnaBS0iplQoyc/TvU0BGxD3xRcDepHtSA8IkstWHjJ9WhsyrxypFJIYdrFTgMDnud2fXpXUeMo5YRZRzBA678hDkDp3rv44RHvO0AsMZxXnnja4V9QggByY0yx9z/8AqqbWLnPmtpaxzGMn2qVRzUQPNTR9KRI/b3xUipQnpUowOe1AAqfMK6fwWMeJof8Arm/8qwF5GQK6Lwb/AMjLD/1zf+VMRB4uH+iaD/14J/IVyp64rqfF3/HpoH/Xgn8hXKsKYDSPyppI9KfjnpxTCCWpgNI496THelJozQAmPavRfAqkaJdHbkPcBR/3zXnZJ6V6f8PkB8PSZGSLg/yFAGoum+bxO7sCclc4AX8K5K90mwnv5ZWt8ncCCDgflXoc+IraRhgEg1yJVFDM5BJ7UAQ2FufNCouEUDAHQc1vQWbvHcOwwJP5VX0eNZHkJxgYFX9S1BLOARJ940AOaCOIRxqBwBWffzRoTg85xVManJLMR6etUG866nwc9aYG3ptwHcoRkVFc2481mK9+PenWUBR025weprRNsZJA7cKnOKAI4IUht0ZsA45zWfd3amdVQAnGKTVLzdL5aMcD0ptlbDJmfnjv2oAsTNm1GevektIlkiUqM80XO3y9vqOBWjZ7I7ZeOAO1BJHDYR5ZpMYHTNUdYtbfUI3s0CtIV3NI3Pl46Y9KmnvuXwcc4qg1wI7V0Q5km4Y47elA0YMUb298IWBBTgiuya/EWnRIDl9vPNJcWWyySZIle4jUHLD07e9QtDLdSA4+XHTGAKBmB4jZ59H1AsDhrd+v0rw/rXvHiyIWXhjUbiRsbYSqj1J4/rXhA4I71nLcaL8EY21aVcCoIWBWrIOKkY5RxTscUgJp3cdMUAKOlO7YpM8UUwPT/E//AB92X/XnH/WsT2ra8UD/AEyx5/5c4/61iZ6/oKokM9O2KMDPakbrn2700n52A6CgBQcAGm9e2cUp4GKQd+1AFiI4da7iwbHhyD1y/wDM1w0HUV3GmL5mhQj0Lg/nTAW0TbDITwGrOmwCcdM1tbV8nbwBise4wc46UAVi2OnpUZvCRI0UXmLHwx3gc46D19PrUE4/eLJIxMPRlGfl68jHXsKtWlohj3TJkg5SM4AQZ4GBxn+tAGnApOJH4wMYPapoADHn0aoImcoQehPFTxjbFt9eaYA7AMFHAPWnAhE4qPaARxyeSadwQo98fjTAbN/qV9P51PkraJ13dRUcgDRg+h4xTy2Yh9M80AUNWguZAxtZNsgDBAqjLcZxzxmvM4fFPiAX8Vvb6pJOMg/vIAr57owx2x2r1eV/kDdSHGP6VUl0yzW+a9+yw/aW4aQINx9eayqQctnY6sPXhTvzxuSI3mCRwylSo5U8U+3O9tops8UVumIUVN33tvGafYjBB9a0OU14ztAT2qXaWH1qFeXB9asO2yMmgDM1CQRfu1POK808ZxBdSglHWSLB/A//AF69BuFaWZnauB8ayA39tGP4YifzP/1qTA5peTVlKrp1qwtSMmQcVKOSKjQ8VNHgGmIlUYGK6Lwb/wAjJD/1zf8AlXPda6DwYf8AipIR/wBM3/lQBF4t/wCPPQf+vBP5CuVYZrqfF3/HnoP/AF4J/IVyjZ65pgISKZnANBGKAOcUwE460Y/Ogjtmm4/CgAABavTfh1KTpV7GeiShh+I/+tXmK/er0v4eD/iUX3YmVf8A0GgDY1K+klZ4YgeOCayYdLuZnG/KqeRmunit44UdioyepNZl5q8du2EAJA7UAW7W0FvbhV9eTWJrUgkuHAbhRjioJ9cnkiKq23Pp2rPZ3nxGuS7mgC/pMIkEkjdBxmtC2MQeQqAcd6psWtbeO1hBLsMs1WIIjFbNk5ZjzTA0rGaLy846Hk1FqGpCNWjUc45qrAGjyBnJ6Cln08yMpOfegDOgje5l3NnHXNa8gItUCcDpmpIrLBHGFA5qaaEeTsFAFEhSFySeMVbEvl2Lucg44qpswQecDtVhxuh8vsKCWY7rIVG7jc3ArQ06zDTpIwyAeM9zVdlM9+kQHANbluAsgRcYUUAid5AmAfpVZ7lLc7BgDsKiZ2uJ8L0H61U1NTsQg5IPNBRynxMvZJfD2yP/AFZmTefbn+uK8gI616345ZT4ZuCQMnafx3CvJVBZgKzluUi1bDjFXFqKFMKKnA4qQHg04fWmilGOlADqKSjmmB6h4o/4+7L/AK84/wCtYf8ACcda3PE5xd2X/XnH/WsHHWqJHHH5d6QD04oJ9qQdeemKAEP6dKQEdueaG5zgUgHY/jQBYhbLBia7fQCTo0uegk4/KuCRtjCu+8LyJNohUnlZG3D8BimA64dlUc4yKz5OYyDV2ZvPnYZwqniqb4wwHTtQBST7wHpVtSFQ1UHDmp+SKANG1QMgJ9KkDKrtu4XGaLFcQkHrVe7cgcdDkUwJ1cPGp/Cmhso34mm2ilrUsc98UcrA3AyaAJpQfsp9+cClHMUZxx1IokYmEbed2AKjTi33ZydxApgKg+Qex4pXYMxz1H86cMIo7kjpUK8yN3oARwXj59alsRlgew70xgdnXpU9koyB70Aaca8g025kAXmnO4QVm3MjS3Cxr3pARtmVW28DBrzfxiMayv8A1xX+Zr1QQBIiPbFeXeNVxrQPYxDH5mkwMCPmp1qvH1qwpqRkqVIp5HNRIOalXk0xFhe1dD4Mx/wksI/6Zyfyrnh0AroPBf8AyMsP/XKT+VAEXi4gWege9gn8hXKluOldT4v/AOPPQP8ArwT+QrlCMfSmA0nvSZ7YpcZ5o96YDcnpSE+ho6j/AAppoAVD+FelfDtwdPvl6YkVv0NeZgYPPPNd/wCA5dljqTd8oMfnQB1N/eFI5Ap6Vy9wHb5gfzq9PO8gOOAePrVV4W8pmOcUAZ0SGRyPzFalmkcLvM+QI1DUtpaKiS3EmEiRSWduABXNtrrajdNBAv7ncMHHJA6ZoA6LQvtFzdTeczEOxZQf4Rnp+WK6wWaKNu01j+HLby4jPLkKoySe9TXniABykCD03GmBqRW6CQfLzT55Ik+8Rx1rA/tabOciqk17NMDk0AbsmoRAn5uKqvqSupCgce9YsUcsrY5q7FZPtYnPFAD1u8uMkYB6Vae5C5HXPNVIrM+ZzyR0p727vcqo4VBknHegQ21fbdmQ4JAJrUtUYxvI+QWGAKpW9uitzkk5zWlGS4PGB0AoGESrAmSOTVK4DSI2em6tJ42KLVa5Cg4HagDgvHsfleGZge8qD9f/AK1eUxEK4JNeqfEmYHQimcZmTj868oB96zluUjWjYED0qVTz71UhJxVkVIEmKO1A55NJmgB3GBSUZopgeoeKP+PuzP8A05R/1rCzyeK3fFHN3ZDn/jyj/rWBzu244xVEi9OT0oAycnvSnoORQ+Bj0oATPyk0zJJwKCTtpQBx70AGMcV03hV5V+3hUzGY1JOe+eP5mucUbmya7Dwnb74rnnhtuR69aLDTsWMBE3sfmPOKqM3U+tXbpFWQp79qpyAAGmIrAfOasoh+9jiq46k1diO6H6UATQSMBhfSi4haRlVSMsfyohO2ReOtTGUG5CAZYcgGmBl+INYGi6K5t086WMLuUDJVcjc3HoMmq3h/Xf7churh4Ght/NEdt5qlTKu0ZbBA5znjqMVmeK/DN5qkLRW0sYWWYeZkHIU5JyfTOM47Z9aq+GPDOo6XFPa3M6+Us25WwysVIBO3B/vY/wDHvrSu72L5Y8nNfXsdyGzCM56EAAUkHzLtxwvNSRLsgkkYdSSBUUBxGxJ+90A7UyBclmX2o24kwOnJNSQABSfSomObkLn7wpgOcYgzU2nn98fpmq8zcYqaz+Vwe5oAsXsxHyjqaWzgzL5jckAVFKhkuo+4HWtFFEUJY9AKAK93II429a8v8akG+tT38s5/OvQL6481tq15740H+l2jesbD9algc3GcGrCnmq8fJ71OtSMnQ8VMgOc1GvSrEagLmgB3Sug8Fn/ipof+ucn8q54nn2roPBX/ACM8P/XKT+VMRD4wOLLQP+wen8hXKls11PjD/jy8P/8AYPT+QrlD/OmAbqU4xSbfyoA96YDS3tzTM8044yaacmgBM13fgCNprbU1XqVTj864P616D8NQQ+oP/DsQY/E0AbsemsT8wq+2nxw27eYyoijLMe1WQ6rukkYBRXOazqz3TGGPIjPGP71AGfr1xBfWMtjAWWErlpMctj0HpWbo2ixWLJLdyRFRztQ5q60PlxbX+845q1Y6aHVVL78CgC1cau88RtbSEpF046kVVTTpjhpTjPIFb9vZQww5wBz6U/ajSZAGBximBkLbrGQH9amaCMFegyavyWqtyetMa1weBQBFGqxuQFGO1Oe6AzgZyegpz27HBH0qIRFTjOSOtMTH20vz7do+bile5AuJEC9EJJPtTAhhuIWJ4LVBONupzAsAPKOSe3Q/0pCRpW4SG1aeQBSe9XLIDyd7DGeefesKPU7a+uniRn2QcAEfe962reTMROT9TQULfXaW8PJ59KxLu9LrgHAOKffuzkk+ves/l5FXHQUAch8QSx0mIn/nuM/ka84AyQK9P+IUQXQdxxkTIf5ivMU5cCs3uUi/EMCrCiooh8tTAflUgOB9KXNNo60ALnvSjoaTNOHTmmB6f4pbF5Zf9eUf9awB1471veKRm+sf+vKP+tYX97HUfrVEgeijrQ3TtR296R+wH50AH8IGec0Zxn1pcgL/AEpB35/GgCSP74HrXceEcC3uD3yv8jXDQjB967fwrkWdy3bco/Q00BPcL5l257LljWdL2rZmAitHbqz56VgXVzHbpvmkCKTj5uPzoANtWbRstt9a5eXxt4ft1Bk1FB8+wrsbcD64xnHvW/bzK6pJC4aNgGVl5BB70lJPYuVKcFeSsas6FAMcVTLETK+cEHrV9gZbYOewxWdJ8pxVEF5iryqRyDz+NNVMyEH15FR2rHgn1qZc+aW9TQBPeNstwFqpASbck/3jVq5zJBtGOtV4k2RurMACeKALEXGV6ZGD7VXHF4uPSquqXM1tFHLEFI3gybm2jbjnnPXv+FXih+1oR0PI/KmBG4LSGrlvGSwIFEFsC5ZueKvKFRewoAbHCBJk1W1nUIrW0kVmwQu7Hcjvgd6W4vhGWA6isLUtNOrwg73SUKwWQcEZ75/z0qJtqLa3Gld6lQ6sPOOEBQRgjLYbPTkHtyBn1rl/GMgmns3EbKBGV59c8j65zXS2XhcqgkmdDKuF8xuWYbg2PTkjPFc14xtIdOvYLKEfdBkY5JBLHP8APJP1rCMqreq0NHGCWjOei61OOtQIanFbGZYQ1ZU/LVRCcVYjIK+9MQ/vXReC/wDkZ4f+uUn8q5yui8FH/ip4f+ucn8qAIPGH/Hn4fGf+Yen8hXJ5PSus8YnFl4f/AOwen8hXJ5yc0wAkjikJpTyfSmn9KYCYphp9MbmgBoOWr0L4dMfL1FP9lDn8TXnoODivQPAJ2WOoOP70YP6mgDf1W5PEIbgdcVmW1uZXaZh8idM1P5DXVwepyavX0BgtBFEACepNAGFeOrykDDYwK1dPmjSIfL82OaxzEA3zNzWjbqqwKcnJNAF6a7Z4yEOBWfDfOr7ASST1q8qKEZcEgDPWm6Rpu+6aSQcDtTAZ9rnBBY4z2NPGpTbsbc/hU15Z777g7QKiumS3jCoMuepxQBZ+1yKqlox83QZo+2wMceV8x9DUEDG6t0ZjylXLWCORJHmUEKT2oFc5jW/FNvFKbW1jLzRnDO33VPp71z8mr3t1cM7yFnkP3V4z+Fbd34cjutTkljl8tXO7Zt4/CtfS9DsrEKyQ7pcgmSTkg+3pSGV9C02eKzaWaNhNMwdiT27fSurjiKw/L3piRkuTzzV5E2xAZpgYd9bcsM9u1ZcWElO7jtXQ38T8lR1FZJsJGGSD+VIDj/iOw/4R8cdZU/rXlSD5xivXfiTZ+V4TWRj8wnQAfnXkSMEcGoZSNOM/KBUoqrHMpGciphMn95fzqQJaKb5in+IfnQWXn5h+dAh3elzTN6/3l/OgyL6r+dMZ6p4p4u7Ju32KP+tYB6Dg1u+KyPtdiM4/0KP+tYJIz1/WqJF6nA7GjqAABijIXuKAQFwSBQADjNH6UmecZwKcOpoAki+9x0zXd+GkDaM3/XU7vyFcJFgnA6V2/hsldHnI/wCenH5U0BelYSqYhxisTUbaN1kgf5kkUq3Y4NXi7LLkE1VvBl8+vrQB5gPhtPPrXnX+pefZxjEWR+8YDore3869AsknjASXyyB0Kcfp2qQVNHjIqYxUdjarXnVspPYuxSscJnvUbwbpD6CpbZMnf71aKKPmNWYldUCIo7d6UNzn3ps8yhce9RxEsGHpQBYY4UZ6ZqnqM4srGe7ZXYRjdiMbm/AVcIDwKM4Oap6xYQanZ/Y3kmVWIO6FyrDHuKHtoVG3Mr7HFbo71YLfU5bvVbhZ/Imt4lVlBc7lLYJ3bQOGXGORmuw0bUrue8NrqlolpdqSyIsgYuvrjPA569PyrnZtNvI7WYrdaSLyFyUlLhRHCVI+bj73TDGtbwrBAt/fSPBMbi3jjgW7mX5pY8Fhz357jqNtZRunY66qjKDZ1wYR8HHFVLq8/hT6VWmuyTgVX3M7VqcQjMXOT3rYEOIQOnHSqlpbAyKzDPGRWrKuEB9qAKMn7uNdo6V5148ZW1G2P8Wxs/nxXoc5A3j1FeZ+NM/2ymenkjH5mkwOfj+9VgVBGOanAqRky9KsR8KPSqydKsx/d57UCHHrXReCv+Rnh/65SfyrnfWuh8En/iqIB/0zk/lTAg8ZH/QvD/8A2D0/kK5TPFdX4xH+h+H/APsHp/IVynGKYCE0n5DNIfej3pgJnGfWo26U496jbrQAL96vRfAcRl0fUFUcmVP5GvOVNemfDkf8Si/xyTKn8qAOpt7VINoHPqaoatJwVAJPtWrnrwT79qyNQYE7thPYUAYLK24Ek4qxC+SF5P0pkoYg4TH1OKZbM4lAypJ96ANy3t3mlC7sDvW5FFFaQnHHqT3rN0yJzJn5Scdqt3ocRHr+VMDFv77bMxTueprOhLXU7E5Y+1NugI43Zm/Ct/w/p4OnLOR8z88ikBDbZgjEeParg4gdAR8wpzWztOVABx6VOtuIlaSV1RB1LHAFO4mZ8Vo3mZPpV7ENuoaWRUHbNZ194lsLVClsDK/TcFO0f41zFzrDzziXyXdwert/SlcZ3P2+MuFiQn/abgVdjZmAZzj2FcTB4inCGZrJOOOCeatw+J7i4O1bdFHruzQB1pKtgDmkmHyZH41z1/qlxZSbPlY8HuKbBBeavaxTz3LxqGJCJwOD1oAxPiZAt14SmdWAMDrKOcZ5wR+teIZr0n4lahNaW8emqZGSdyzyHBXAPAHv0rzTNQ9ykanh4g+ItNUgEG5QEEZB5r2P7PB/zwh/79r/AIV414dP/FSaZ/19R/zr2qhCZH9ng/54Rf8Afsf4UfZ4P+eEX/fsf4VV1eWSHTnkidkcFcEH1OKbbm4ju5wXmltgq7d4y2/uBwMiqEXPs8H/ADwi/wC/Y/wo+zwf88Iv+/Y/wqGO/hkQMu7cZDGEx824dRUDXf8Ap9u+6RIWhdmRvUEAcetAGgwDkFgGIGBnmk8tP7i/98ikEg8rzGBQAZO7sKqjUoWC4WQF4zJHlfvgelAFvYn9xf8AvkUeWn9xf++RVLSpHntvtEjys0gBKuMKD/s+1NhNzHqaRPO0qvEXkUgYQ54xigC+UTB+Rf8AvkVy/VjnpmuqPQ/SuU53c+tICaPg59e1dr4WJfT7lPRgf0rioiMjmu58IofsNywyAXAz9BTQCTYVz65qnN81XLtcSyYPc4qoUJFAFYilTK81MIj6U4Qn0oAkt5Si88ipJJS/3TxUIQqKUZDCmAoiMjD0qzsVUKgc+vrTUG3gD8aVzjHrimA1iScA8VW1fThfaZ9mMs8G858yByrA44zjtntVknaQAOcVMS0u052gUhptO6MN7PTJHlM1onnXKCOYvJv81Rjg4J3Dp2qxZs0cQgii8qEHEa4x8oGBkfhx7YrQkHJK8HGCaiVAnIosgcm92NMG0/NzU0UYVulJJJnpVi3QlsmmIt2yhZMelWpuIzUMYCsTUshymPakBkT53ZGSO9ee+NwDqduR/wA8j/OvRLv92K818YsW1eIekI/maTAwk61NUKCpqkZKvSrEf3c1XTpViM5GKAHV0Hgj/kaYP+uUn8q589fpXQeCT/xVMH/XKT+VMRyPiX4j+FNQttHS11bzGt7RYph9mlGGAHHK8/hXOt410EYAvyfcQuPbn5a8lopgernxroIz/prHtxA/+A/Wm/8ACa6DwPtj4P8A0xfjr/nv1ryqigD1X/hM9BYZ+2MPrC3P6GmnxloWSBeN7Hyn/wAO/wBK8sooA9S/4S/Q+19jPX90/wD8TXaeBvil4U0eK8hv9VMKylCh+zSsOMg/dWvnmigD6wk+MngJ5P8AkYPkA4/0Of8A+N1k6l8X/Bez91q81xz0jtZAf/HlFfMtFAHtl/8AGOwZwLG3UKM5M+45/ADioIPi/bxyBpIYSMYIQOM/mK8aopWA+itO+PWh26hZrSTgfw7v8KsXXx28NXUTKqXMbMMZKEj+VfNtFMD3eb4r+HZQFE86L3xC2TWvp3xy0Kzt1gN1cOijA325P8q+caKAPppPj54aTO0Shj38hqo3nxi8K6kVFzfXe0dEFuwUfgK+c6KAPeW+JnhHd/x93DL/ANcHrRi8XaPLCk0UNy6OoZTsHIPI718616vpFnctoliy20xBt4yCI2IPyj2o1A7O48W2LW/lw2tx+YH9agj8aSwLttrGNcd5HJ/lXP8A2G6/59bj/v03+FL9iu8f8es//fpv8KV2gPXrrWtMv7VLhdQtctGCQZACDjketLD4v8PaXpywS6kkrqOViBc5rx82N1/z6T/9+m/wpPsV3/z6z/8Afpv8KLjNzxp4mtvECrb2dq6xK4fzJMA59gOlccLZq1hY3R/5dJ/+/Tf4U/7Bdf8APrP/AN+m/wAKkZD4fg2+ItNPpcp/OvY68v0e0ni1myke3mREnQsxjbAGfpXpX2u3/wCeo/I1SExl/am8s2gDhCxByRnoc0t3BJcQCOOXyzuBJIJBA7HHY077Xb/89V/I0fa7f/nqv5GmIpJpckZSRZkEqTtKPkO3DDBGM1Jeab9tlR3cLtjZRtByCSCCD7Yqz9rt/wDnqPyNS25+1sVtw0pHXapOKAIVhkezMM8gd2QqzqMZ461Wi051NsXlVvs8TRrhSM5GMn8K0blWswpuQYQxwpfjNQfa7b/nvH/31QAlpAbWzigLBjGu3djANRW1vdxTM0k8Lqxy2IiGPpzmpvtdv/z3j/76o+123/PeP/vqgCY9DXJE/MR05Irpjd22D+/j/wC+q5duZDjkZpASI+Dj3rv9Fvoo/D8AgDMFyJDj+Pqf5157kgEmtfSNcbTraW3eDzUdg/3sbT0oA6u41MOQDEMdwwqs97GMkRDHoOtZB8QxMSTaNyf71U7rX8jFtCUbuz84+gouB0UV9AR86Mn61cjaGYZjdT7d64D+1r3pvQn3SmnV9RPKSRD/ALZ//XouM9DMI9KT7OPSvPl1/XUHy3qgenlj+tXYvF2rooEkdtKf7xUqf0p3EdkbbPfFMMbKcCT865ceMb4Lh7KAnHVXIpV8YTFfnsVB9Vfii4HTlTnJYcVKnLctk46AdK5Y+LiV/wCPPn/fqtJ4rvD/AKqCKPngkk0XA7IJvztz0z0quSFzyeuBXHyeJdYkBKzog/2Yh/Wqx1nVmOWvG/74Uf0ouB3jKi4IyQehNaNtHlASecZPtXmh1jVcAfbH+mB/hU8XibXIhhbzcPRo1P8ASi4HpKHLY79ambpz6V5uvjLWYiMi3Yj1j/wNTL461P8Ait7Y5/2W/wAaLgdXqZC7RnrzXnfi6Mf2lC3cxf1NaF74r1C7x8sMRAxlVz/OsO4d7qUyTMXc92pNjM5FqUDIqwsKdNvNSfZ19DSAqrxUqNg08wAdM0eSw9KAF610Xgn/AJGmHj/llJ/KueCkD6V0Pgj/AJGiH/rnJ/KmI+VKKKKYBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfWvg/WL+LwToMaT4VdOt1A2LwBGvtRRQBs/25qP/AD8f+OL/AIUv9t6j/wA/H/ji/wCFFFACf25qP/Px/wCOL/hR/bmo/wDPx/44v+FFFIBRreo/8/H/AI4v+FKNb1DP/Hx/44v+FFFAC/21qH/Px/44v+FIda1D/n4/8cX/AAoooAT+29R/5+P/ABxf8KP7b1DH/Hx/44v+FFFMB8Gr3z3EaNPlSygjYvr9K62iigCteWFpqEQju7eOZAcgOM4NUf8AhGtF/wCgbb/980UUAH/CNaLs/wCQbb/980o8N6N/0Dbf/vmiigA/4RrRd3/INt/++aT/AIRrRf8AoG2//fNFFAC/8I3o3/QNt/8AvmkXw5ow6adB/wB80UUAL/wjmj/9A6D/AL5preGtFP8AzDbf/vmiigA/4RjQ/wDoGW//AHzR/wAIxof/AEDLf/vmiigA/wCEY0P/AKBlv/3zR/wjGh/9Ay3/AO+aKKAA+GNEx/yDLf8A75o/4RjQ/wDoGW//AHzRRQAn/CMaH/0DLf8A75pf+EY0P/oGW/8A3zRRQADw1ov/AEDbf/vml/4RnRf+gbb/APfNFFAB/wAIzon/AEDLf/vmj/hGdE/6Blv/AN80UUAH/CM6J/0DLf8A75pv/CMaH/0DLf8A75oooAU+FtD/AOgXb/8AfNN/4RbQ/wDoF2//AHzRRQAo8L6H/wBAy3/75p3/AAjOif8AQMt/++aKKAD/AIRnRP8AoGW//fNH/CM6L/0Dbf8A75oooAT/AIRjQ/8AoGW//fNS2mhaXYzC4tbGGKVQwDqOQD1oooA//9k=",
"path": "002607.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002608
|
Men Tshirts
|
{
"bytes": "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",
"path": "002608.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002609
|
Men Tshirts
|
{
"bytes": "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",
"path": "002609.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002610
|
Men Tshirts
|
{
"bytes": "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",
"path": "002610.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002611
|
Men Tshirts
|
{
"bytes": "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",
"path": "002611.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002612
|
Men Tshirts
|
{
"bytes": "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",
"path": "002612.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002613
|
Men Tshirts
|
{
"bytes": "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",
"path": "002613.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002614
|
Men Tshirts
|
{
"bytes": "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",
"path": "002614.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002615
|
Men Tshirts
|
{
"bytes": "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",
"path": "002615.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002616
|
Men Tshirts
|
{
"bytes": "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",
"path": "002616.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002617
|
Men Tshirts
|
{
"bytes": "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",
"path": "002617.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002618
|
Men Tshirts
|
{
"bytes": "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",
"path": "002618.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002619
|
Men Tshirts
|
{
"bytes": "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",
"path": "002619.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002620
|
Men Tshirts
|
{
"bytes": "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",
"path": "002620.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002621
|
Men Tshirts
|
{
"bytes": "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",
"path": "002621.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002622
|
Men Tshirts
|
{
"bytes": "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",
"path": "002622.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002623
|
Men Tshirts
|
{
"bytes": "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",
"path": "002623.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002624
|
Men Tshirts
|
{
"bytes": "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",
"path": "002624.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002625
|
Men Tshirts
|
{
"bytes": "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",
"path": "002625.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002626
|
Men Tshirts
|
{
"bytes": "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",
"path": "002626.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002627
|
Men Tshirts
|
{
"bytes": "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",
"path": "002627.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002628
|
Men Tshirts
|
{
"bytes": "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",
"path": "002628.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002629
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEpAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDWL4NBk98mothLfMcUYI4xn3rNQZ0OqlsSFmPQGm/Nnril2kD734Ugz1wT7CqUEZuo2ABz9KXAz0o5x0Iz2rA8Q+MLHQ5Ps5T7TdgZMSHAT03Ht9OtOxDk2b5YIenUU2V41XfK6xgdS52j8zXlN/461m83COdbZDwBCoBA+p5rn7m7uLt91zPJO3rI5b+dMR6ze+KtCsXZTeiSQdrYF/1HH61kXHxOWAYsbWeU9jcOFH5DJrzbd+FJn3rOVKEt0aRqzjszrdQ+IviK/Ro1u0tY2GCLZApx/vHJqfwpq0129xaXUzySY8yNnbJI7j+tcSTk1Jb3DWtxHOhIZGyMd6FTilaKsCqScryZ73ZQ4gU9sVcQKTjivPdFvnu0E1vczFDx8rEAH0PvXT2aTo3mPeSuT2J4rO1jqasr3N9YQORVhFAFU4Lg4wame5AWpZKJ5JABiqkkxJwOpqB5/MOAant4CSGblv5Vm2UixBGQBnr3q00iwQvM/wB2NSx+gGabGtQ3J8+4hsByH/eTe0an+rYH50rDJbK1ZNNt0YfOIwWHueT+pprgocEVrxJlfekmtBKhU557g4I/GuerR59eptCpyaPYxzgnBHWjbjgdfesHxA/irw/vu7K2h1iwXloymy4iH/AeHHuBn1FZOifEzTNUmWG8gksZOm9iGjz7nqPxFYSwtVK61RrHEU27PQ7U47ik2g+1OBDAEEEEAgjoRTttcrOgjMZPTkUmD/dqboKXr1pCIMetBAHpUuAc5FIUyMimBGcetUJSBM/1rR2kcYrHuXIupFHUNiu7AfG/Q5sVpFDyw/Gm+YM1EFdgScDtilCYwe/pXq8rZwOokSGQ9s0h3ZPFIqsTzx9KXocZyarkRk6jEI7k07b2xmlAccbcA85qrqGp22kWUl3eSBY14A6lj2AHc1SikQ5NljC7T3NG8FDuGFHevNdU+Id/cbo9PjW0TP38BpD/AEFcxeapf6g2by8mn56O3H5dKYj12+8QaJYjFzqEG/8A55od7Z+gzWBP8QtPt3P2W3vJR2O8IP1zXmecDjFGfy7VMoRluiozlHZnb3PxP1yQMtqILZCMA7d7j8Tx+lc+fEmqzahHd3d/c3BVwWV5DggdsdAKxic0E4pRpxjshupKW7PZ9GeG5IljdTG6hlOeoNdCqquAeteL+HdQG5bGRmDFv3WO+e1eg2kDyqoeaZAOwc5NZtWOqNpRvc60Ro44AqaKMKay7aRogBuZh79avrP8vIqRFssqD0qrLLzxVeW6zxmiGJpmySdv86hlFiAGQlj07VfiXA5qCOPYBwKkuLhLS2eeRSwQZCjqx7Ae5PFQx3Gwqs2p3DgZ8pFiz7n5j/NaklhaPJHIqbTbd4LZVlOZmJeQ+rE5P5dPwrQMIYZxWVSnzounUcTD3dQRSbQRkeval1rRNQmiMukagbS6HIWQb4ZD/tKRx9RXn15491/w9qKWfiLQYowxwJYWIDj1U8g1h9Um17rubfWorc9B5B9RRjPas/R9csNdtzLZS7iuPMjYYeMnsR/XpWoFrjnFxdpHTFqSuiPyuuDRsYdQD9Kkx60uCPpUjItvfFJUpweDRsB4FMCLgdqQr3FP8sjjrRjHagDGwcdeO+KAccLk+xp3lsSMcDvnqKkSLgnH419QfOjAGOOc+wp21hkAH605Y+u0/XFPAGMjkHgDPegDmPGHiD+wdLURNm+uMrDn+ADq5Ht2968ikleVy8jl2YklmOST3JNbnjjVDqXiq7YEmKA+RGPZep/E5rn1+6KAFzSZxzRwRim0ABooooAKazYpGbsKjbpQB1XgrXIrG5ls7l1SOdgyO3QN0wfrXqsDwmNTnFfPvWrEN5cxsoW4lCjt5hx9KiULmkalj3+S+tbddzSD6DrVH+05LubaibI+3qa5fQb+LVbQNHjd0de6muhswY5ACOlc0r3szpTTVzfsoBgMRyfWtSJR2FZ1vKMDFaMR4pWHckmlitbeSeY7Y41LMfb/ABpmlWsoSS5uF23Nywd1/wCeaj7qfgOvuTVWFhq92sg5sbZ8p6TSg9fdVPT1b6Vvwr3zRsK99SSJCOKtIgI5OaRF4BqO8v7TS7OS8vbiO3t4hl5HOAP/AK/tSSuFx9yscUTyyOqIilmdjgKB3J7V86+MtV0vV/Es93pdskUONjTAbTcHP3yO3t39a1PHXxFuPExbT7APb6UDznh58d29B/s/nXEqMck8muqnT5dWc9SfNodv4N8Z/wBlOunalIxsWOI5Dz5H/wBj/KvVEkSSNZY3V42GVZTkEeoI6186deQea3/Dfiy/8OP5cR86zY5e2c8e5U/wn9K48VglP34bnRh8W4e7LY9vODzSd6ztG1ux16z+0WMu7bxJG3Dxn0Yf16GtLNePKLi7NHppqSuhu00AEGnZHenjBHFK4WGcViXQAvZsdS2SK3SgrCu3b7bLGMD5sdOtejl38R+hxY74F6kK5YZYj8KU4GOp96ci5X7uB3zT0ixjJyfevYPMGKDjk4HpTwh4xjP86eUAPr64pwVejHPPX0oAhdlhjeWdgkSKWdj0AHJrxnxH4gl8Qao03zR2yfLDCT90ep9zXoXxD1RrLww0EZG+8cQ577OrfyA/GvIVOWOaAHEgcUmaDjtTT1oAUnjikopN1AC009M0pb0qJiaAHRXL29zHNGfnjcOv1BzXreg+JtN1C3WUzxxvj543YKVP49vevHj1pCoznGaTVxxk0fQMeqWJBKzxt/usDVe41ppT5dsmF7sev5V5P4a1cWFwIJyFhkPDH+E9OfavSoY87JUwQe46GuaaaOiEkzZsI2lwX5JrdhXYAKxbCTaoxxWvBJuPWosaXLyqD9KpxxrqWohyN1raP8vpJMO/0Xp9SfSo7m6kmnXT7Ntsrrull/54xnjI/wBo9h+Patayto7eCOGFAkSDCqOwotYV7luOLAFWkX60yIZGMVLJLFbRNLK6RxoNzM7YCj1JpJA3ZEhjXaeK8l+KPivT3gfQLVIrmfd+/lI3CEjsv+16kdKi8a/FdpBLpvhuQhD8r3ykgn/rn6f735eteVAE/MxJycn3NdFOlbVmE6l9EaOmatc6Pfx3lrIVkQ8jsw7qR3FeyeHvE9h4ig/cP5d0ozJbOfmX3H94e/514aec0+3nltrmO4t5GiljbKSI2GU+xqMRhY1l5l0MRKm/I+is8YYUYNcB4Y+Ia3BW01x1ikPC3WMK3sw7H36V36tuVWQhlIyGByCPY14lWjOk7SR61OrGorxDbmk2nrTs46inA+tZGgwZzTvlx0pdoPQUbad9SWYgOeh6jsetAcdD0PTmougyh6dqYz5AOQT3r6g+euTyPgjv9Kq6lqK2NjcXhYBYYmfI9QOP1xShjuA9uc1zvjWdbfwreJnmUpGPTlsn9BQB5K7M5Lucsx3En1PJpw+6KYehp4/1YoGLjIFNPU0tOxQBHSHNSYHpTSOBQBERgZptSMM00LmgBmKdGm6VPr0pcYIqa2AF5CT03gGgBdOv7nTblbm1kKSL+RHoR3FegaZ48sZwq38TW8g6uvzIf6ivOimDtYYI4P1pQCDxzUuKe5UZOOx7zp2pWeoRq1rcxS/7jgn8qtyvJez/ANnQsyJgfaZVOCin+EH+836Dn0r5/jJB3ZK7erDg/nWlba/qtoCLfU7uIMckJMwGaj2XYv2vdH0bapFFGkMSqiIoVUXooHQCrU19Z6fD517cw28Y/ilcKP1r5tbxNrco2vrF+R/13YfyqjJLJO5eV3kfP35GLH8zS9jcftdND27Xvi7pNgjQ6PG2oz9pDlIV/Hq34fnXk+veJNW8T3XnalcmTB/dwr8scf8Aur/Xk1kjBxk5p2/2xWsYKJnKbluKMKMdSKF9SaZTh0FWSP60oHFIAKcKVgJ7K9u9NvEu7Od4Z06Oh/Q+o9jXr/hTxra+IFW1ugtvqQH+rzhZfdP/AInr9a8aoyQwdSVZTkMpwQfUGuevho1lrubUa8qT02Po7bRtrgPBvxAW6Mem65KFm4WK7bgP6B/Q+/fvXoRHOBmvBrUZUpcsj16VWNRXiMBI96xbuMNdykt1bgDtW5yO1Yd4+L2XJON3NdeW/wAR+hzY74F6kZ2oQD1xzmlJ4yOM9agWZWbGPrSEhG6kj0r2jyrlgSDGDxx6daj80oCp6HoagBJ4Bz6etBGMDq3oaAPOPiPemXV7a03ZEEO4j/aY/wCAFcWv362vFd2L7xTfzA/KJPLX6KMf0rGB+agY4HFB600dcZp+KAGYpMe1S4ppoAiNNPepGFNIoAZj2pNo54p+MUuKAEK7Y4zjgg/zrb0XxRf6MoijZZbf/nlJ0H0PUVlsB9jgK9VLqfzyP0NRAAmk0nuCdj0/S/H+mTMqXaSWp7sRuX8x/hXTR+JNOkhUWF7bXE8jBEUSgAE929AOprwxVY8LjJ98VLngLjKj9fep9kjT2jPovTfstlAd11E8sh3yylxl29f6D2FWpfE2hWQP2nWLKIjqGmGfyHNfNgLHscUo9gBS9kh+1Z7bq3xf0mzDx6VbS30oHDsPLiz/AOhH8hXmHiDxZrPie4MmoXOYui28Q2xqPTHf6nNYQIGOcmpN+BgHA9quNNIhzbAYXqcn0pc7jTe1OHSrJFpwHNIPcU7HegA6npXU+FfGl34exbXCNc6ef+WYPzR+6H+nT6Vy/alyOQeRWdSlGasy4TlB3R9C2F9aanZR3llMs0Eg4Zex7gjsR3FWsD1rwPQfEWoeHL7z7N8xtjzYGPySD3Hr717VoPiCx8Raf9qtDgg7ZYm+9GfQ+3oe9eHicK6Wq2PVw+IVRWe5obSOhpcnHTmnFeeKQg9xXF1Opo5PzMFQCSO/vSFxjABPNMYS5CheM9aTy3Djdu9sdK+rPmx5lbZ06dhXOeM7SS/8PlYfmeGQS4A6gA5/nW+sW7uTk9RUF0Am1Qc5WsMRV9lDmNaVPnlY8U6gilXmOtbxDp/2DU5SiFYJPmT0B7ishTwRWsJqcVJdSZRcXZjk5FS7cj3qvGeasr0qhDDSYwDTiD6U00ARkcUmDTyKMUAMwaDkAkcHsacRiigCW5w8xlA4lAkH49f1zUSg7gBj/Cr2k2i6leLZzStGgVmV1XJHt9O9U3XY7ICOCQT64oAC+eFzt9+/vS7ycDFNxSgc5pgP8yjdmmGlFMCQNx3pQajpyntQBIDUmQKhBxTg3rQBOpyKcKhU0/dQBJRTA3fNOzSACBivVvhz4mfULc6PeSFri3TdA7cl4x1B9x/L6V5UeMep6ZrpfAj+V4y05Qfvuyk+uUPFcuLpKdJ36G+Hm4VFbqe2ZIFc1qMyjUZlJx83p1rpypC1yeppu1Cf5eQ5wSM15uWfxH6HbjvgXqMZlyNoJOMewqPeQNpx6jNKIW2Llxn2FMEIxy4Jz6V7lzyRTIcAl1GeOKYZdr5HOOmKkMQVUyBg96hu2SK0lf5dyqenHNIdjynxJZ+RqktxH/qp3Lj2J6isYna4967HVIBcWTKeMdz2965O8tZrOYJOhUnlW7Eexp2GRHhs1MvSoHqWM8CkA7FNPSn0jdcUARt9Kbt4p5pCKAGYNLj1pxHWk70APi+aKaEDnAkH/Aev6H9Ki6YA6mlfIG4ZDDoa2dftoLVrNYraO3laHdIqA8/X360AZGdo29z1P9KASOBSAewpwAzTQChiKUE4pAKWmAZINPDH1plAoAlDflTwahyacCRQBOG96cDUKtTt1AE2aO/FRBvc09WyaAHH1rV8O65c+H9Yiu4STGTtmjzw6dx9fSsknHPGacv3SByxHJqJwUotMqMnF3R9Hq4dFdDlWUFT7HmjdjvioNHIn0LT5FIIa2jP/joq1sIFfKzVpNHvxd4pnKlVbgMQRz9ajYlDkbcY5yaUoxkYN8u0cHqaidlGTyUxyTX1Z87cQPuBXcQc9c1Vu8bQ/P1NOlfMR2/LgYOP0pLwb7POPm2152Yu0EvM68KvebMe7SBpWju41kglG1wwzj0NcBrmjnSL3ahLQSZMbdcivRJlE8CnAJxg1iXtujIiyoJYkbcquM4rkwtd03Z7HTVoqovM4Bc5HBx3NWk5Xiu6t7eBrgxrGgTYSFxx0r2iz+HnhLV9GtWudDtd7woTJFmNs7RzlSK9ShiFVbVrWOKrRdO2p8uN+lMPSvoTVfgHo0+5tL1W7tG6hJlEq/nwf1rh9U+B/iuy3GzNnqCDp5Uvlt/3y+P510GFzzKitfVfDGuaI2NT0m8tcfxSQnaf+BDj9aycZ6EH6UWGJ2oAGOaXFNc4FAHY+E/C+sXUH9oWlqkn2pWgtlLfOxPVsY4TsTx7Vy15ZT6deTWl1E0VxA5jkRuqsOteo/D7XEsZ7e9dlSC2skhQKu6QSfxjjkKRk+/FcR43lurjxff3F4gSeZlkKgYIBUEZHY4wSO2aEM56nUAU5RxzTQhuPajHtUmAaTApiYyipAPSgqKAuIOgpc4pAOaUdaAHA0ZPrSGgUAPXtUpYAcnNRA4BpqtvYn8qBkofP1rd8KS+T4o0uTnAuUzjrjNYC9a3PC4LeJNOXp+/XmlJKUWmNOzuj6AhmiuF/dyBvbvXP6lHm7n2lVIfqByaUBo2BYYYcgg0jkyHezfMecnv9a4sPhFRm5J6HRXxLqwSa1KROGOQM7c9c0wsnUDbnqKnuIQUI80e3tUDgKAAF5GC3Wuw5LkDMVIC7jgZ5qpqUoNs6DknANTyMY3Oeo9+TWdfMQ0anq/Iz1NA0zmphuMqY6jOKzJvLuLU2dwMEZ8pz6+lalyxiulY/db5fxqjdxKxPfNUM5g2c5VsJwpIyelaGm+HdY1ISfYdPmuvLAZvJG4gHpx+FSEtDvj5weRXrfwUkX7feJ3e2Rh+Df8A16LAeN3tjd6dJ5d7az2r/wB2eMof1FVT6jp619sT2lteQ+XdW8Vwh/hmQOP1rkNY+FXg7V3LyaSttIer2jmI/kOP0oA+VMZNJ24617xqv7P9pIWfSdcmhPaO6iDj/vpcH9K4fU/g34x09m8mwjvox0a1lBJ/4CcGlYVzz/8ACir+oaLqelymPUNOurVxwRNCy/qRiqR5FFhmv4X0i31jVjHeSSLaQp5kghGXfkAKvuScV1vj7wPLo+i2OuNerN55ETxgAeWMfJ+Pr781xmhMwluonSV7eSNTMsRAbarA5H0rt/Gerf8ACQ+Dk1KeUKkV0lvbwopUEkbmJz1wowPc0gPNeKdjmkAp/A4qgExRt9KcOaUUAMxRg08CigQ2gdaXHNKABQAUZ9KXtTc80APFShgo5/KoQ3OKTczvkDgfrQMlyScmpoiA1QCpUwKAPdfDGpeV4b0yOWPKrboNy9R9a6OOWKb/AFcisPTv+VcnoyJHodgOVYW8fB6dKtqx8zCnBHfPNefWwMJu60Z1U8XKGj1K8uRk5y3p2qnN9w44HXGckY7CrspJiK9P7wx1PrWRcSMgBViSDx2wfrXfY4yCS4VCSMZ2kMW7U6C7S4j8qU7XByD2qhMczFMkhjjOemaW7tzby7kPy15eYte6jtwaerHS289rIwWNpIW5DJztPpWbcshUhgR35Bq+WdkykhB+tUZ7y7iJVpSfrXnLc7inp8gF7EM9Ds/PpX0V4QmE/hqxYHOIgp+o4/pXzhPOySpJuzgg/rXsng/xVY6Xpxsr5pI18wvHIELLg9Qccjmu/C1FCp72l0c2Ji5R0PSexqM9ar2OrWGpLus7yGf2RwT+XWrZHFerFp7Hntdxh5QqRlSOQeQa8p8V3/gJdeu9N1vwwjeQyq95bRqrbiAf4cN3969ZAA68DvXz2l3FqGteINXuJIFRmYwvPB5qB5JNq5XB/gVuccdapEl4/DPwH4i/5F3xSbaY8i3nYOQf91trfzrntZ+CPivTgz2iW+pRjp5D7XP/AAFsfoTTrbSYdZ1V3kWGG0RxbxtaIxSWcglQu7oOMn04AwTVjSdR8R21rDJpmvtYrLKIYIp5mKyyYB2AEFR1HXA5osFzGtNDNulnDqUL6bfw4QieMx7uejHuMd65zxTqQ1jxXquoIwaOe6dkYd1zhf0Ar0e3+MWqW0UUPirQLe/tpC0fmJGEZipww2nKnBPPSpP+LR+LGyGl0K6f1BhAP6p/Kgq55Aop1eraj8DdT8n7ToOq2epW7cqHOxiPZhlT+lcFrHhPXtAcrqmk3VsB/GyZQ/RhkfrQIxqUCgDPQg/SloEFIaWg9KAG07GKbTu9ADWOKbupz9KiJx9KQ0PyW+QfjUijFV1fnjrVlfc0wsOXrXReD49/iiw4LBXZiM+ik1zq9a6vwGhbxNCQB8kUjHP0x/WgZ6i6sACvK45ycf5+tJkbxhixHAqVY23gkKEz261XkOJyrcMeQex+tKxIhA3nCfNx3z+NVJmCSMGPB6kd6tseC45I5JH61n3LjgoB/u9c0AUrmYRjKuAQSMd/zrntZndI4WTP7s5BrWnY8rk89M/p9KyZtsrvCxz8uc0DKjXUF5AVuFIJHLLVCVEI2reIw6ZdSD+lOeNraQhh8pqOaFJVyo57YpgULuJ1IfzImx6E816D8Hb0Q+JoYmYBZVeHP4bl/UV5zMGjO1hxWp4YuZbS4eaGQxvHIro4/hYcigZ9cjkUjLke9eQ6d8VdWt1Vb60t7wcZZD5Tf1H8q6zT/idoF1tW6NxZOevnR5Uf8CGRQKx2B61yHxI1m50Xwyj2V01tdTXCIkiHBAHzN+grqrO/stRiEtldw3KHo0Thv5V5R8Yb0S6tpumuWWCOMySHB6uccepCg0BYhh+IHiuxsCdY0y01KxCKzM20NtbpuCkgEgjqoqo1/wDC/wATIRqOgSaTK3/LxAm0Z78x/wBVrnr+4s9X1aRWjgtLZ5S73KqQ5hXjaVzgsQABgZz9KuahHa3J0i7dVey8uRJPIRgEjjkIAIwDhVdAe+O5NOwjQsfhjolzc/a/CHiiG8YKQbe4KlsfgAfzFYPjTwX4ngsYrePQma1ikaeV7RxIpcgKPl+8MAeneqN/oP2y+RbC3NveR2M91u012ljnVMbDGclsljtI7YpdO8aePtBs7eRtUa5t/Ia4MF6u9o0Enl8kgMCW6DPSpGcG8bwytFKjJKvVHGCPwNGD6V7M/wARtIvVitfH/glofOQOk4g+8P7wDYbH0Jp58B/Dnxbsbwx4jWwuH5Fs8m7/AMcchv1oA8X6UDrXpWr/AAR8VaeWezFrqMQ5Bgk2v/3y3+JrgtQ0nUdIm8nU7G4s5OyzxlM/TPWmFipSUuOKMdqBDD+tKOlB9acvJoAQ1GTipXHHFQNxmgELknj1qRcDgVXBLH5elToMDnrSKJRmpUHDfQ1GKsW0ZllSMDJdgo/E4pge32kZXTrdG+6IUwe+NoFSqoULzx/e64+tPEMaqFcABAAOaec7gwUHAx9aBMzJm4EgG0Hg59ayLtwq8gl+evb0rUYqdyBXJPAyeM1lXZVZ+R0GBuOc0CM8B5ZUQYyWGPpWkcTxbXHzrwwNZdnKG1BUBzsya13w2HXhx+teLmL/AHiXkehhF7jMuSJoGJXlfSoZ0SWP3Nasyh0JrJk+R+Bx2rhR1GJdAoxB6Cuyt2yo9a5TUUyCR6V0tk++KMnqVB/StKmsUHUu4G4Ofvjow4P5itiw8T6zp+BFqEjoP+WdwPNX8zz+tZgAZcmo344xURqTh8LsKUYy3R3EHj9p7eSC/siBIhQy2knzDIxkBu/41xbeDNMuRs0fxJEpbH+jaghhJI6cjgnk847moN2KUOSMHlfQ812UsfVjvqYSwsHtoOj8P+MfDslrKLGeW1tm3D7E+9JBu3Hdt5JPQkjpj0rDj1DT9Os2S8M0MYDC7sJIC4uOTsKkkeW4yBuwMYyPSuktNRurB82l1Pb+0UhA/LpWnP4jfULfyNYsNO1WIjBF1AN3/fQ/wrshmNN/ErHPLCSW2p5xp2oaSs2mQyWpuJ9I0yS9+1pP8vm7WkZWQghsMyjjByKoXVnpumW1pJfaf9rdYoLUwpKYt0jJ5srsV5LDzFUfr0xXaX/g7wRq2Wij1HQpm6mFvPh/75POKzj4O8S6ckj6O+leI4jIJ42zumikAwHCMQd2ABj5hwOOK6YVoT+FmUqco7oxVsfEHhGO41DQdZuYI11R7COGJiGcAkK5X7pywK9OoNerfC3xl4p8S6zqek66tnNDp6FZp0jwxk3bQvHyno3btXlllr8nh++aDXtMvYFhslEMc8bZa7jkMqyNnHBkZifY17D8EdFbTvAo1GYZudVma5Zj1K/dX+RP41oQdBrXw48KeIFY3mjwRzH/AJbWw8p/rlev45rzbXPgBIgaTQtXDdSILxcfhvX+or3UUtAHyDrfgLxR4fLG/wBHuBEv/LaEeYn/AH0uf1xXN+1fcJXNctrvw+8L+IgzahpFuZj/AMt4R5Un13LjP407isfIx604frXqnjX4RW+ikNo2sea78izuQN4HrvHGPqBXml1YXmnymK8tniYeo4P0PQ1KnFvlvqPle5UkHFQOCTgVa2NKyxxjc7HAX1pktpe2bf6RbSJnvjj86bklowSfQjRdi81KvJpoJPIU1btrK7umC29pNIT2VCaOZLdgk2RKK7X4dp/xO55Cv3LY8noCWHX9aoaf4I1i6IaVY7VO5kbJ/IV2+j6Fb6A6w25LzSpukmfgnngD0FRGtCUuSLuynCSV2dMvBG4lVI6YFVrhM54K4PORUsUm0bpCC3YDHJqvM+55Hzhl5z7VqZlcyYOQG9cD/CqlyCudu7A+ZeO1WpHYxB92N3fPaqlyf3JDFgxBGSeMUAYlwCdrMQd3A9c1nyxs0gljxvHP1qxfzEQ/wjDYI9qq5ZQCTzjnFA0RuiTxnjpwVPasx1MD4H3fStUtltw4zwaq3cQkHB5oGY92gePdjmn6E22acfQ/zolBUFTTdLXy7mc+qj+dAHToAVH0peVOQabbEMKsOgbnNAEcU7202+JmikBzvjYo35it+LxrrSQCC4uIb6DPMV/CJlP49a5x1Izz9KYcjrRYDqTfeE9U2f2j4fls5D1m02fCj32NU0Ph3TJ7lH0DxdAroG222oxGP7wwVyflORweOa5EMfp/Snea23GAR6GnYCbxJ4d8cWdveSf2UJLd0WOOfTdpWFFff8oj5GTgk4rOh8RQXWpr9rNylwxs7dWvidyrECxZyexl2nntWpY61e6XLvsbqe2b1icjP4dK0bvxQdZiWLX9L0/VkAxvmi8uYfR0xUtAYemNFpssE3igpf8A2OaS+uYHlEyAvtjUFgSPnYlsZ/gGapf8IRHN4o0jQYgxub68lZjn/V2ofCHHuqs2fcVoP4a8JalHJFbXeqaKZMbkkxcwH/vnDD9a7z4beG/snjCXW9R8R6bqkqWa2tqYmKuFACjKsARhRj8aQHsUESQxJEgwiKFUegHAqO8srW/hMN3bQ3ER6pNGHB/A1YHSl6+1AHnWtfBjwnqrPJb282nTMOGtXwgP+4cj+Veb638CvENgHk0q7ttSjHRP9VIfwJwT+NfRlBIHXmgD4v1XQdW0SVotU026tHB/5axEL+DdD+dZ64zjNfUfjPxpp1tBLpVvBBfzt8sglUPDH9fU+1eGaj4e0+cmSFTBKST8n3T+Hb8KYrHIkfLVZsE46Emtq40W6hRmR4nQDJJOMUsPhwXabi5Rsct2/KnYDGVNvTrUir0Oa1z4XnTP+lRkdjg1Pb+GcuPMu8j0Rc0WAxgBnnpWtoFnNeatbLDGzKkqs7DgKoIJJNdBZeFNPjIeVHmPo7cfkK6S0tYreAQwxrHGD0UYHvTsM6VJFcE7sk84/wDretSuQANxJkPQdhWfA4+8FAGM5zwasrKWH3tzE5+tKxNzKfClt+AAMjnFYt9KDtcYOOQe3Fa8gDRryS46YrHvwPKO1QAvO4/zp2AraSjG5uZGXC4AX8ea1TkHINUdCZJbOXa2WWUg/wBKvyIcV89jJc1Znq4dWpoiLc+1VJlV1PrUkjMhxxiqskoOR0rmRsZ9yuAyn0rWsXwka9goH6Vk3HQkmrlhISi5PYVcvhA6SLlcUrpxTLVtyg1aI3cGsxFBlwfWmHirbqMmq7KRTGM/lSEZHcU4CkxzTAYdynj+dBzuDYG4dG7j8acRz2owfWkBpw69qIg8mS5aeDoYblRMh/Bwa6XTPHslnBHbvp9sYY1CotufK2gdAFORXGDGOarykqSVya3hiasNmZSowluj2C08d6Nc4Esslqx7TJx/30Mit211KyvVza3cE3/XOQNXz/BdEPjODWlHLyHHDf3hwR+Irqhj5L4kYSwq6M92J4rjte8ZxwmS00xklnBKvP1SP2H94/pXGNq1+1m1s19dGJhgoZT09PWs5W2rgDAAwMdqK2Pco2grBDDWd5Es0zySPJJI0kjnLu5yWPqaoTgTDY6hl9GGRU7vkH6VTllSFXldvkRcmuBNt36nUl0Mm5tLKK/RYbWFHQZdlQA5P/1v51qROgjC+WCPcVnWIaZzNLy7nc1a4cYxtGacpybBJLYjEak/LAi++0VftIyMelQIjsQSBjtV+Fdi89KXM+oMtKAMYGaq3r7byNR3UZ9etW4xnJzwKzZ2Y6oZBkgYVfy7V34BXq38jlxL9wuxsSNo+XHb1obaZPlI+bjOO/vTYl24xgJ6CmOc87vkY9DxmvZZ59yN2Uy7MHcV47Y9ao3JkchcBQOCMc4+tXJG3SrtHO0ge/aqV2zbJGKkgH5ucZ96LAc5eorOY2OS3Axxz2ppXA4P0qHVp2+1xrAvJYbR6n3p0V/bXHBOx+hVuOaRSI5G2k/1qF3BAwRVuZAycHNZs8bL900DK9y2R93mq9q+2Vwe+KfJu9KhhQmc4PODQB0lk2QB1+lagAZeTWFYyZxzxit5csvGR9KAIJU74quVxnOavOMg81AycYxTuBUI5o6jGeQKldec81EaYAQMdKjxjpgVL0+tJyOalgCDnOeakMpjGTg/WmoBjNNkk4xmqQGtp/i3VtLYCz1C4iQfwCQsv5NkV11h8VNYjjUXENpde5BjP6cfpXlk3DbhVu0m3YBNFkK57dZfFPTpVAu7C6hfuY8SL+eQf0rnfE/xEuNT8yz0tZLS0b5WlY4lkHfH90fr9K4ZGI74NI/XPWpsMczALgcAdqqzv6fpTmeq0syqCzkBRyT6CmkBR1KXCJbJ96Q7mz/dH/1/5VPa27CPlvwFZVvK97evO2cN91T2HYVuRocBR1piFEQ6M2T9at28Q3Y7UyK3zgtkmr6KIwMjk0DLScLjjpUzMFjVcZLEAVDAuQCT0qR2w4JAPBIGcUCZoxKAU54GORV3cwIw2B7DpVO3YqiApuzhc9cVYJPnLtO49MHt6UNEmY7B4zgEsOWC+1YmsOI0lYHEb84561qs2G39d/SsTWwXt5CIwoDdz7UDG6RaTR6Sl5A5WSV2Y5/iHQZ/Krw1SZDtngJ/2lNWdIgxokNuvVUDA/XnNMnYAFJkz74r5mtLmqSfmevTVoJFaa/h/ijdf95aoTXlueQf0q5mCcGFiP8AZJrMu7SSIkcgdvepikaEU95bgdTV+0IMEEg+6yiuZ1OaSK0ZlGXHt2rpbAFtHtCTyYVP44racLQUiU9bHQWLjZWj1AIrG0584+lbSfd69a5RsiZMioivPA4q13qNgPSgRScbcmowasXEZEZ4rPE204NMos0g6io1lU55qSMqWHNICRgxX/Cq0gYAg1rKgMfSqdzFgGqFcyicP71o20vy89azZDterED+9AGqJhiomkBJxUQJIzQRnvSCwrt8tc7qd+LmcWcLbgpDSEevYVc1e8aKBkiOGI5Ydh7ViaNbb7jce5zzWsEkuZgzo7CHYgOO1aMSZI4qOCB0A5q7GoUZOKzbAkRdoyQKkQlmOM4qLlzgcirMSleuPpQhMnAOwL36ViyHdfSyKu4bjhgeh6VtbhEjSt0VSfyrCsEMh3sEZCdxPOfWvVy6OspHDi3okaUR27nCuOANvv6CkldtxU8c9QORTlfbhlAbPTIzg+3rUbyZyo6kgj1J7ivVZxlKRyGOMBlIBqG44jLDhioBBNWnjBkz7dyMHNUJYwwKnOQSeeDRYDliS+uwjIIViePSnXVlDJKyyLgnkHFTtCjatIGZYwFyp6ck1dmt1uEyxG8DHBqSznmtDEdokcKehDdKo3K3ULkNIxHrmt250xyP3cxH+8KoMk6/urmHevZ17UAYUk0u7/WMDT9JlaW/mQuWKof5ipNQiigAPmAZ7HrUOgAHUbkqcjyxn65oA3LY7JSvbNdJbnKDrz6VzBJSZc9ziujsW3Rr70AW2A5qJ0Hc/hU7imFc0AVXQ44FUZGAkIP/AOqtYqMY61lX0JBLKD9KADOaDxWeZmj4ORUsc+7HzdaANS3iD9cU2e3C5xU9iSVHGRVmWLcuapCZzlwNpx68c023bDADANT36FCeKpQNljmhgbCzHb1OaUyMe54qCMEqMVISOeOBQxiM20EnjFcvq2pNczfZouIs/Mf73/1q2dQm2wlRwD2rnoYt9yWPYgUNgbumwbFBIznmtqKMNjFQ2caomwgHjrV1MBfei4EyYVeRyBToxufLHmmRqztyeKtqoReAAaAJ0GFAFJIV+0iJtuAoyT6mpY0IALd6ig3teSHap5IG4UCZpwx7EXIwT6NxVjClRghtpyTjv3x6elV1dt/+zjk9QP8AP6U9SVwQcDqfSggoyxgknIVl6g9axtWTfZyKFOdvB61sPMMlc8hc5XjHPvWLqlwPsjAycsccfrxQ9EUWtL1j7TapImm3CRoNiuFyGA44q22o2bHDl4j3EiEVmadBG1qhuIJZZWX5IEJCxJ2HoDjn8asvaMOUtGT2N2R+ma+Zqcrm7HsRVkrhcQ2F0CVdN3Yqeao3BS1t2y7TADhcZJoubdzzJpshH96KUMax5HgyyLcywMvJSZSpFEYNlmFql5cSF4jZvF5nygkcc121tD5OnwRf884wv5DFc1aKtzfRoZJXy4OS+4Hv+FdfGv7nHvW2ImuVRSIitbjLBwkxGe9dDEQVFcz/AKqdT0zxW/aSbkHrXIy2WiKSnjBHNBGOCaRJBIm4HFZN1aksSK22A59KqyoOwoGjAfzIW5HFWbSYM4qxcRh0PFZseYpu9UDOpgwyfSmXMYKmmWUm5BtNW5VyDQSzlL0bJM+9SWpDCpNVhP3hzVXTHBnEbHAPrT6FI1QOMCmOCFzzgVoCFcZAqtcpiM0gucrqbl2IPfirmk221lJGAVqlfA/akX3zW7psqpCqsOnerbtEEaMeQAp5IqdRuPSo1aNjuBxVuLYBnishMcibRzU8aFjk8AUilSR0qwu04HSqRLKuoNt0u4O7A2Yzj1rNtIvLQE8Z4XOR/wDqrT1cqNNKAgb2AOfQc/0qnHIBGFJZACO+fx969vL1am2efiXeQLtUDJ3AnJJGOajnBjZupy27gdKsGNFjy7jC9MLxnPp3qCU/O4ILE+/XI5rvOcgjdGBI+UnJB6kc8iorhweWBOcd+D/hTEWQh4g2OuME4/zzUFziKAOZOVAyFHWgDmdaSJ9RjQxGVw21It2N56jJ7AdTSPZyQqDugib+6twy4/Omxo93q7Pk5AOHB5Cnrj3PT861V0+GP7sMWc/eK7ifxNSWYzXFwq4+3RA+jTB/6Cq8t1f7ekcq+qN/9etuezDgjZCR6NEMVi3umwrkm18v/btyVxQBg3hE8hM1uS/TlsYq/oFt5CyOEKl2wM88VT1WHyoFkN27r90K4rW0hNunW7Hgt8xx70AWbiPByDWpplxmMAnvVWWPKfhxVe0lMUu3Oec0AdUvK0Mh7VHA+5Qepqzt3DigCHaRmq80e4c1cZcA4JqB1z60AZM9ujZyuKypEMMgxnFdDJCSMgVnXtqdu7FAFnS5shfatnAZM1y+nS7Jtp4rqoCGjAxzTuBi6nDlT1rn43KzDOetdleQbkxXIX1u0E5IHHrTEbtvCzxK+Bz0qQwFRjNVtN1ANAqMRxWizKw9Pxphc5jVM/PnjFQaPAkjYfjPOc1NrrrFFISKj0+PjPPHFSwR0yQ4QYPSrEce7viqMHmYB3GraSSDmjqMvpEFXHFWYYQfmJ5rOS4cdvzFWkuWxjv9KYGlHFuYM3SorBQY3Z8tlmI+btn0qEXjKjE4wBVqBPkXsw5yf5cdqCWTBHY4ww4GB0yfXPSngEBVKFn5J4x9Pr/Wkt2YIMPhfRuCKcEHl7A4POdzEkn6e9AjILR43BPmxsP6D+tc1rFzvucKAdjjAX6jiuinXbFLlsKnb1NctujutYt7eJcI0oyfbOf6VNRpQbZUd0dza26xW6oRz1b3Pc094UIPyL+VPX7tKTgV8sz2DNns426Da3qpxWXdQSKdsirOg7Oua6B8HtzVC5TcGoTaGcXp8D/8JY6tEsaxRFkweoJ4/rXXQDO4e+awtIgnXXNQe4IYgKqkenWt+DiYgHqK1ryvJeiFFWRXuoupXtVjTZ+QDT5U3KaoQsYbnHYmsijqoz8uRipOKqWzhkUjmrg57fhSIe5C4xnionXdU7qcdPxqPr0HNAyq0AweT9KyL6Dady8V0GD3FU7yEPGeO1A0QaVNkAVufeWuYsSYrjb2FdJA+5Rz2pikUb628xDkVzUkUlnOG7Z612zoG4NZd5Yh1IwOaaYkytaXu+Mc8VNNIrQt69aoLaSRMQBwPSi5ka2tZHboF6UDOdmlM+tNEvSNeT7k10NrGAFFc3pcJe9llPU9TXTwAgjn3zV1baJDRfSMbcipQhGSDxTIn7GrIwRWYmCggg5qZSx5HSmKOlTovXimhMo3zMbmGIMfulj/ACH8jTyh2kgAkHPPb8DxVaUiTWJyQyhAsasOee/H41PG37wAbs9/mzx7V9HhY8tKKPKrO82ShkGEC9egz2749KhOftEiMeTkAnqRipyyuzSbeXHy47/hUUgIjU9fmHPfOa3ZmZhySW5bBB/Ks3U95jYFxGhwSD+lbd2FRWI27cc5OBXH6lPNqV0Youg6sOgFDGhdFjBeeUZ5IA/CtrHFUbK3W0TygenJ/GrbN74qShGGQcVSnT5SDzVssCe/5VE+CMcH8aAOP8QlYbVkERPmYG7HQ5rThiEVnCn91QKi18fJDFwRJIB0q7tHkg+1AFkjcgPqKzblfLlDAVpwfNApqvcw7lOR9KAL2mz70GDzithDu/H3rldOmaKbYxIFdPC2V4//AF0ASMASPfmoXXk5A4qxgnORjjrUEmA1AERAJOahngV1PPap9xJ7EYpD0wcigDmpY2t7wEHqa6XTpt0K+uKyNRiG4MOoqbTpioAzigDekQOKyL+xEgPy5Fa8LeYoodATg/youBxYt3tZ8AEDtxVyOeTvnFbU1qpzlc1nXapbQPIwwF5zVCscpr0pnvFhXorAn61q2abUU4+tYUrbrpJJcAvIMn6108MO1uOVIqWCL9u44BHNXFHGRiqSKyjGM1ZRm+tMZYCmpUj5FNjw3PTParMY9Bz60wGTHbGi5UF3UDcfQ1qoxQBflAGCdzdR/XNUcRC6QSg4VCQQOjHp/KrJxkEPhQefw/lQSyyUV412kKzdR60hYrMoC/dOOvT3qH7QFjYdJWbO5emO2B/hUnm7W5XI6EJ169Of89KBHLareNOfItd7s2ST2o0nTFtrlJXy0hOdx9fatew0dbOJWcbpCeSecfSicrFcox4UH8OB3rGu/wB3L0NKfxI0gwCikJLDheKpK7SncxI/z+lTBEPJXd9WNfMnr2JMn+7k+1V5cMCOhx3p5G3oWX6MaqzSSqOD5gzyMAH8KdgRj6SrfbLwuDuMp6+mBWogK3C/lWfopmklunmXaTIdvHUdjWhJ8siN71VT4hlp4/0rNuosHcOorY27kzjiqs0eRjFQA/S590YHvWwv161zNq32e6I7E9q6KJ8jg9fWgmSJXHBquRjrVrtzUMkZ7UCREG4PNNlwVP8ASjYQcjmnbCV5AoGYki+VcZ6c1rWcuAB1qpdwHByDkd6igmKN0oGdGp3CmOm7ORUNrPvGKndtuTkUEMqyQDB4Fcvrk2+VbZT935m/oK39QvzDEVQAuelcrOjYZ3OWJySe9XDcpFXSLmJNUktpGUGQDZnue9dTDASozz6V5oEa91oRpnK5YEdsV1Ntql7p8vlTvlB91nHX8a3rU9mgi7nWLAwz3qZEdT7e9UbPULi4QNHFFL/1zmGfyNX1ubnHzWDg+m9f8a5rNDJ48+lWo1xgseO9UFubroLF192Yf0qhrlxeR6aWDbAzhWCcnBzmtKUOeaj3M5vlTY+OVwjuygq7NIJF56mpdobdsAw33tvB9qy7G5YxRqTztIP+BrWiAkRpMhWAxg/yr6eKsrHkN31AvIzlpCMgAAg8g1HeXa28ZRmOOvXJqVwyLllJZjnisiTS7nUdYd3Y+QGwB2xjqaGCKM7z6peKlv8A6voz+ua0Y9MitbfCpyOufX3FbkVhb2SbYlA2jnI61n38hVSVG0KaljOeuJhHMRgbuwFNV5Cc5UfhmqjZkv5XYY+bAHYVYUgYY8e5oKJSzH+JT/wD/wCvUUkhI+ZEb6HGfz/xp5ZcZPT3NRNhh8p4Pp0/OnoGph6xdRsYE2Hf5uApHKmtQqfKXHoKoagubu0jKghmOTjoBzWsVOwc8elIBLLDRMp6g06RM9aZYfLPInvnFXZI8jk0AYU6NFMJF4APWt+wn3xDn6is24jDIQBRpUrIxQ9qAOiU5pkqZBI4ojbKj3qQjIJAAoAoMCT0oxk8Zq20YZuR+IpBFgelAGbdRbl5FZ8R8p8E8etdE0SsDkZrPuLAM25RzQBYtLgEYzWlkMBiufjhlgcYHHrWoZtsQz+IoAleVEXk8Vyes3rXkvkp/qlPPua07u5eYMi8A9cVkzQBAcD/AOtVIRy+qvsG2tLS9burWGNbhN8fAVj1rMvY/tWqRWwONzAE+ldjFpFvLEEdEaMgcen0qOoy3a6tbyKGZGX32HH6Vcj1PT2489R9c1lL4ckt336fdyxnshPFX7W7vrSXytUVvKbgToOV+tMC4NQ08N/x8Jn0FTDUYjnykZ/90VBJ9rgdSsyzRMMqxUcinS3TQ2ss0iBQiknHH0poBdN1CS68xpAAHxtBGRj0+taSO3msEypLFiQcDj1z/Kubsd0Q3r1z269K3Y5GeNJdwUnPzBuWz7VRmWS+4oQNpGd2ByD61LC0apGoBwTnIHA55J/Oq6bpGyJMrnbtPU9h7+tPJG7n5So42jjFIDQusrHtUYA/SucuMvdogY43ZIPetu8eQLJu+ZlG70z7VzF3fLb3KysCIlBJP+zjP41hWi3TaW5rB2kmzaTCr+nNX4NPvplzFaSsvqVx/OpPDUKvHFeTIDPIoYd9gPIArt4SNua8WOF/mZ6bqX2OEm06/jBMlpMF658snH5ZrPIDZxwRxXpr9MiuU8U20awNerhJYfnc/wB9e4P8wfanLDaXixKprqcboaubVmfqzscegzwKu3C/Jn0p+lwNHZqW6nJI+pzViWPKniuSTu2akkHzwKR1xUcqkc4p1l/qNvcVPIm4dBSEYl0uGEg4x1rWspQ8S+1V7iEFCKh06QrIYzxigZuq/OM9aUj9aiVicDtT80EMNgpdgx600tinBs0AMeIOCMfnVSSxHJWr+fajHHNA0yjbxPE3JouLgjgGpLiUJwOtUgC7EnpQMrSxlySetZWpqYrdmPGBXQFFC7j+ArmvEU+23ceoq4auwzI8JG2+03U07qsjMFXd6V3cNvbTR7CFkTphuRXK+HdCgFsZLyzFwZQDtYHCD2966ODRLeEZ0+Wa2cfwMxZfyP8AjW1dxcnZkrRD28OWx+a3LRN22npVu2SaNRZ36CSMn93MDyD70QXklswjv4xGeiyj7h/HsfrWiYllUEEHuD1rDXqMpLaSwS4V22j1NY/id38iCHcOrSNkcADgf1rqwpdOfvAcVw97crfa9KTtaNP3SD1x/wDXzXbgKfNVT7HNiJ2hYs6fExRiCpBHJwcHtWxCUQAHOAO3c1RtURQvlkLtB6HIz61oqAFIZMP9P1r3jzRynC5xnoeD/SrkEK7VfkDBzg4zVdQoLbiMYwOOBUqylYFQ7gAOD7VLGOuJlSPCKMDrXP6lMo3Ak5xnGOCK1bm6XYVXHp7+1cvqd6AjAuNyn5Tj17UhlGxia+1BLSFgrPli5HCqOp969O0LRLCyQbYFkk7ySjcx/P8ApXmXhqT/AIqHezZLxMP1Br1vTTlQK5K0nex1UYpq5qGGIqB5aY/3RWNq+gadqELCW2RX7SRgKw/EdfxrbUcZBqvdAbD9KxTaZs4pnimpWM1rri2cuGeEswdRgMpAwf8APernlgrVnXZFm8TXjgfNGqRZ+gz/AOzVCjE13xd0jiloynGmy8B/vDmtIpuHSqkq/vQ1W0YMM4wKoRUmhGazGBt7wPyATW46bs4rOvIcqTt6UAakD7oxnoasA4Hbp61m2jkRqvcDvV9OeM9qAHhsEetKGzxx+dNYeh5qMcH0oAsduOlAAyPfvTM4GTzTWmCd6ACUKqkms2eUuQAfanXFyXbaOlNSM5HdjVAMWLjA69ap3xWKFsHOB2rUcLEnPWuc1ScyN5akkscBQOpqQOcgtXv9XOGKorAu46gf4119ro7jD2WqSjH/ACznTcPz4NS6FosdlEWcK8rtuY44HsK3Vij/ALgBHtSAoW97NasseoQ+WCcCVTlD9T2/GtnaJYvlbII6jvUflgrscZUjGDVf7AYF3WcxhP8Ac6xk/Tt+FMC7bxBIvIYcD7tZWuO0UCwIpLu3Y9hzUo1WS3dUvYtnYSrypP8AMVT1EG+vjJGw+UBBn86aExbZUVQWPJPBPH41reZk7Cu1lGAcjk+1Z9u3lqAUbkA4xzWlJHCrFkzz/DnBBPeqILO9ZQEUjaOC2MY9/wCdG123JyyDp9PpUWEihODhSMkdRxSwKoi8wFwDx7kd6QEOp3YUGQudwPWuQ1GQTu6fN5fIwfp/9epNQ12O4BKsWOcjIxisltShY4JK89COKko9X8KziXTLVs8+WAfwGK7e3IZRXmXgW48zSU+YEK7Ln8a9KtG/djFedNanfB3iiw4+WuX8VSAabKp/jwn5kCupccVyfi44so+P+W8f86zm7QZa3MSPIA61KeV5pqjcg2nBoKyAcdK8g6BIDsJHrVnqKpneB709Lgjg1QWJJI8KelUBHsudwFW3uV296qyXClsj+VAI0Y2LCrAxtzWZFcjjNX451PGaBMcy4Gc0Icc0rEYzUe4CgRIZAOpqCa5AB2moZBIx4H4UxIHdsYNA0hq5kbLE1PHH3x8o/WpFg24zRKQFxQBRvLgKp9AKwo7EaxdfvAfs6n5sfxH0/wAa0LtJLmZYI+rHk+g9a1rO2S2hEaDAWqUuXVDJ4IhGgVQABxirCqCeBSKvepVAHHFSQ2J5YYbXAIPHI61UlsfJO+zlaA/3Byh/Dt+FXqiY54phczpNaa1SSG5jKz7DsK8hu34VzMcMcdwct823njoal1S+F7qxETjy4Bs9ie/68VEokadH6Z++h6E17+CockLvdnnYipzSNe0XdtCNx71rIzfKxAPZQe9Z1mN6jI29gDWgAUGCTjHAFdpzk20ct0JOSayrrW7C3mlgku4lkRsFc8itQDCrgYJHQH+leV+IhjxHqHp5x/pUsaOquvEFmUKxXKN7nrXNXOpwtK2XBXPB55rHprLlam5Vjf0W8Qa7aFGBDvtJB9Qa9l0qTO36V87WEv2TWbOYn5UmUk/jX0Bo7jcBXJXWtzpoPQ6dSCvFV7wfumwe1TIfkBFQXJ/dmsVubM8kvGDeINUBPP2gjn2AFMKsOnSs7XdWjs/E+pxPkYnPzHoeB3p0GtwSDIZQPY13x2OOW5bLMe34UqzbD83FMW7ik5Vh+dL8jjtz3qySz9pXHNV5p4mDDPNHlbuMjFQS2rEnGetACwzgHHb1rQgnBA54rHNu45BNTRCSM+1AG6GDc5qFm+bPeqaXJUAHNPabcRzQBJLI2PlBz7VTbzC2CDWjEEK5/OpgiHsM0AUIrdiM4qYRiIbsjPc1YJAHpVC4ugAc9PSgCrfzbVZs9uTVTS7AvILyYfMfuA9h6/Wpm3XMisFVkz3bH6VpwSkALKoXngnp+YoAsRoOMDkd81YUZOajUEngfSpscUAKOO1I5x+NAIGfSoLiVUVmZsBRkn0oAztXmVLfZgF3Py59O9VMlolVtysT94HH5Vm3F59vvGl52KQE9QP881eglOwKGDocgZHIqkSzYtpTlnbDJjA7YqyZDG4ZXBHB59fSs+zlxERjcoxgg84/z6VcjZmclGOMZ9MGgktxyI7ncuGPHOMfhUwhxEwXlnAOSOce4/XiqcZBIySpIIyPSrMUbyodhYqMhCDgnH8qAPK6rzoCOKsVFKPlNZmh3Hw0uCdPuoSf9XPkfiB/hXr9i2YxXiXw2kK3mox542xtj8xXs2lvlQSa46q95nXSfumo54rkPGsrRaT5iRtIwmTCqMk811k7KsJZnVVAySxwK4PxZr2mR6V5xvreRIp03+VIrlevOAc1lNNxdlc0TVzm4fEcaHbJmNv7sgIP61px6tDKMZGazk1bQ9VGz7Xay5/hcgH9aZL4dtXG+0keInvG2VrznTS+JNHQmnsba3CSdGFPAVj15rlX03V7M/uphMB2IxSJrl3aHbd27qemQM1Ps77O4zqmg3L1qs9r83FUbXxHaTYDSBWPY8VqpewyjKuh+hqHFrcCuLdl9anjLJ+FTKyHqRmnqEJzwcikAi3JPHenRuGbmjYmODSeWM8UCLalcdqdxgEVSyVPJoe7EY+YigLFiWTavFZ01382wAFjTJb9ZDgfePAHrT7e0cEu6ZY0DQW6SKSyumTzgZGa0I33/Kc7wOQev/16YiY4PA9qkZQQM5OOVPpTsTcsIPl5607j0/GoI5SCFfGexHf/AOvU5I9eKRIMwArC8R6qNN047D+/m+SP29T+Fat3dR2lvJPM4SKMZYmvONSv31O9e7kJWPG2NP7o9PrXZg6HtZ3eyMq0+SOm422+UruB3EDp1zXQ2QDEb8nNc7Gw3Bm5Jxj2rfsCZNozivoUeazbgTttwp6EVbySCR1xjB6YotlBQA5BxxmpWQq/Pp0/pQIZ8xIYOOOteW+IiT4i1AnGfOOcfhXqbIOBjHr/APrrynxDx4i1ADp5x/kKmRUTPNIT+NJk+tBqCilc/Kd46g5Fe/aPIcRkHkqD+leBXf8Aq29cV7pp0gtxAWP/ACyU/oKxrrRG1F2Z20JBjFUr+ZICPMkRA3TcwGfzrgtQ8eXt3fHSPDUXnz5w9wBuA9cdsf7R4qovwvvNana/1/V5hcN1CDeSPct/QCslTtq2aOpfYw9WvLBvEGpW9xNCHFw2Uf8ACs+TQ7C4G+DMRPOYmqTxb8NNT0uT7RpkUt9aqPvKuZB9VH8xmuJCTJKYwZLa4X7yNlT+VdUGmtDnkmnqdO+j6hbZMF0HA7OOahOo6jZHE9uxHqtZcGvalakLJcuVz/EoYfrWpH4jumXLQW06+2VP5VZJet/Etu2FkOw+4xWtBqNvOMrIp981zL6jp1wf9I0d1943FRrHokzgpPd2mehdRgfj2oA7PfG3Q04hWHbNcxFpd4VDWGrxzDHAyM0rNr1qcOgceoGaAOp2KcEHBppiX6YrlTreoxcSwD3zkU5fEVxgboefZqAOpAKdM08TlT149zXKN4lK8vGefeqsviXd/CwzQB102opjbn6mqWxrxsgHy88kd/auXi1KbUbqO2tYZJZ5DtRFGSTXrfhzwDHHYodUkkluTydkjKsfsMdfqaznUUdy4wctjnIYFTA2DNWQvy4xlT1HBrotU8IXVijXFm7XUAGTGw/eKPbH3v5/WsAEEbhhgRxVwmpLQmUXF2Y1JGjOSSYxxz1X/EVcU5BIJ/8ArVSY5BIP4mo47gwOF/gJ4Hp7Vdibl52wuB+Vcvr+pBy1nC3TmUj+X+NaGvaoun2vyMDPKP3Yz0/2v89646Bi77mPJ6k0kDL9uoKHJUZOfStKDCAqD0Pc4xWfA8ZPXnpg1oIE4BXoOoP3aokv2z5YncRk9QP51fRVhYMPmB/EY/oazrKdQCG5RTgY6Af41oo+5+VwrdABSAmkZQw2jIZRjPXPoMVat3K4ByG7ZbBz0+hqorlNwxgDuV4J9KntUzIArKEGTtNAHl2aa/KmikY8VmWdP8OVP9o6kfSFOv8AvGvQtQ8U2vh7TFuJsvKwxFEpwXb+g9TXlng/U10vWZlk5S5hKAZxlxyo/HpXR2egPrXjCO/luFvNMaMSW+7lfdSvbaeSD1OAetYyj713sbRlaNkaKad4m8fxCW/n+yaa/wAyx7SFI7ELnJHoWP0qWf4P6bDpzraXs73m35DNgIT6HAzXotuiQwqi546nPU+pqwDkZxWbqvoaKmup8xax4W1jw/Oyahpk4gPSULuTHqHHFUoJ7yzAlsryUJ2CuRX1PjdkZOD1HrXJ+I/hzpOtRyXFpGtjqBHEsYARz/tqOD9Rz9atVVLSSIdFrWLPHrLxlq8RCG8DEfwzoGz+PBrVXxrdkbbrTLacdyrkZ/A03w34SXUfGg0fV7cxPaktcx56gYwAR2ORz6VZ+I+hW/hzXIXsohFZXceQijiN14IHsRg/nSlRoydnEIyqKN7laTXtFnI+0aJPGScbonBq1a/8I/cn/RdXltJf+ec/y1yJmAAPeoZJYJBiWPd77TUywkGtNBxxM1uejjS9XjUNa6ik6diDmmGbXLfG+MMB32/4V57BdC0cPbTzwMOhRmFa1t401e2I/wBPEyek0Wf1rmngZ9GmbLFR6o6ka7focPCufrUi+IJz96Efg1Y8PxBhYhb3T43Hdosg/kRWpbeJPDF4R+/EDn+GaPH69K5p4epHeJrGtTl1EfxNgkFDn2OaqS+Jd55R66COOxlXdAlvKDyGTBq/pujHU5sJEsduhw7hB+Q9/wCVRGMXK3KaNq1zn/Dtpe+JbomFZIbSNsST4xz/AHV9T/KvTLbwrZCHbGjwvjAdXJP4561p6bp0NpCkMUapGgwqqMAVqhQvbFdnsoWtYx5mcPe6fPpsgScAoxwkqj5WPofQ+1Vj8p59a7u5SKaFopUV42GGVhkEVxWoWZsLrywS8D/6t2PI/wBk/wBDXJVocmsdik7lSQDH+eKkt59/7tvvDj61XdsZHWuO1/xWLW5msbInzwuxpegX6e/vWdKlKrLliE5KEbsZ4q18Xl59gtZP3ETfvGB+83+ArBMxYKoJ2jpWfHIqsAcDHr0NWFmA+bvivoaNGNKKijzak3J3Zq25DEA88V0emk7gNvuK5e2lAx7mul0+QfKDnGehrYzOss2BT5hxjipmHBIOW96gtH4UEZx2xVlsn059eaBFcsRkZwf615V4jOfEmocf8tj/ACFesMD04x39K8m8Sc+JdRP/AE2P8hUyKiZmeKKTPHvQTUFEFwN6H6YFd7LqkviDwxHbWNx5WoG3ACBgPMK4DR5J4OOfcVwsg4q1od/b2dzLHdRsyyKfJZMApLkcn8AR+NKSuUnY9h8CaBDo2kxEgNKwDPJj759foOgHtnvXZB+a5bw/qkd3YW8keAjIAOOnHSulifcRXJJtvU6oJW0JicD3rP1PQdM1yExalZxXAP8AEy/MPo3UfnWt5QkXGcH1qjJMIHKFwCOmaS02LaueLeOfAreGGF3b+ZPpUjbcty8J7BiOo9G/A1uWHw90+T4dm4jiH9qywm4WYk/KeqqB6Y4/GvSZpLa/s5be6iWSJ0KyxuMqwPb3pLC2S1svJhOIFG1AzZOBWjqOxnGkrs+aI7kOuSCCOoI5FK06lSCMg9sGvT/FnwwmuribUtACs0jF5LUsByf7h6D1wTXm19pupaZctb39lNbyr1V0I/Xoa3jNNHNKDi7FMC1VyyK6N6ruFW4tZurUAQ30ox2dSw/Wq+QTgjnuKDKoyNmaq5JsReLZQu25hgnHshU1Yj8QaLOcXEDwMe+3cP0rm2mXGPKB/Co2cN1gH5UXA7OM6TcrmCS3l9sAGrUOnrczpb21krzSHCKqA5/H096TwP8AC688TMt3fRyWdgRlWXh3z0I9BXvGhfD7RNDttmn2xhlKhWlZy7Nj1z/TFDbtoNeZynhfwnBo8QldI2vHHzyBcAD+6Pb+ddnDCqKKmexNqwSTHsR0NRM+DiuGV29Ttha2g7IFcZ4o0FJRJf2C4nHMsKjiQeo9G/nXUyy7Qayrq8VQRnJ9BTjJxd0KUVJWZ5ozgqGGMHmsnVtSj0+DzHyWZsKo6n/Cruo6jbtqt6lod0G8bCPulz94D2z/AFrMuv3ylUUOCMHIzmu9O6ucT0djnb29e9naeY5J+Vf9lfQVJbyhiMHHuOlTz6EWBeEmMHp3BqoLK7tX+ePcP7yc/mKZJqIcAZTKkcHqf/r1ZSRQoYYPsBj/APVWPb3e6QsOD0IHetUPvQAqNgGAcVVwNC12glkxyeQO3vWtbttLMSDkZ9vy7VhWzEPleT/eWtdGLZwMEjkjoaQi6FkxuAYkr90t/WpoFAkQhyoznHvVONmLDOdo6kHFWI8tkgqGGCCKAPM6aeacU96aQcHofxrOxZXZ3ilWWMgOjBlJGeR7V6L4K1ixN1GlqjxtJCFZWxw4xvwfc4NecTZ9KfpGpSaVq1vcg4RJAXHqOh/Spkrqw4uzufSlrOJE4rRhxxmuZ024UuMHKNyv0rpLQ7lBrjsdqFuY/LXzAcDvVX7aFI5DIeuOorRuyViUqFJJAw3SvJfEnxBi0fxNc6atkjrbkLJJDIQd2ORgjBxn2qlFvYJSS3O+nsLKbVI9QSLbfiPyvNU4LJnIVvX+lReJfDtp4k05rG94PDJIjcxsOMjP16d+lcnbeOtLnUXCahCigcrI21l/Ctjwz4x0vWr6SOG7VpE4Abgn3Gf50Wkh3ja1zyjXvAviDQHkd7N7i0TpcQgsMe4HK/jXOB+cMR+dfV5YeXlW/I1WfTrS4DLNbQSKw5DRqQfzFaqs+qMXQXRny4SF6gGmGRB1jzXv2qfCvw9fszwRS2Tnvbvhc/7pyPyri9V+DupW7F9NvIbpAMhJh5b/AJjIP6VaqxZk6UkeYtMnQQ/pTrSym1K7S1tLN5p5DhUQcn/PrXWn4b+KFcA6WOuMiZMD9a9M8F+Erjw5aoZI7NbxiTLMgLsw/hUEgYApucV1Eqcn0Kfgn4L20Mcd3rjSyysufs8UpRFz6kckivUk8NQ2cCJZLtjRcLH6D2NWNL1IOwguFEcx+6R91/p7+1bi4IpOKnqHNKDOYKCMe46ioWk71U8beJ9O0N4sOJLkn54U6sP6H61Ts9Xg1HToryAnZIudp6qe4Nc8o8rsdUZcyuXJ58Dk1zXiC/tYtNne4cLEq53E9D2x756VU8TeK7HQrfzbqbLt/q4l5Zz7e3vXi2veJr/XrxZrk7IYzmKFCdqe/ufenGlz77EzqKO25302vrNFH5YYMUBfdwQfSubvbY374ljDZJO7HIJ9/WrNriRI/wDbUHceprRhiEOW4YDsR0+tdNGhCkvdRyzqSnuchLoV0uDGwYD+FuMfjVeRJIcCVShHAzyD9DXfrA0kxTnpkg9qhudNhljO9VZT03d62sQcfFOyAZHfrXQWN3wmDVa50HytzW3yf7JyRVWIT2pxMhjOeo5BphY9B0+73BeeMVsxMDzzvxXC6ZfdMuPwrrbK53oPmGO9BJdJGMEENmvJvEq58TalkDPnHp9BXruSy8EY+leQ+KGP/CU6nz/y3P8AIVLKRlFfc00qR3H4ilLU0sKRRHJkLz0+tUpQRzyMVbkbggVUlNJgej/DfVnmsbizkfdLA/mL/un/AOvXq1hN5oU+teCfD+7+zeKUhz8tzE0XPr94fyr2myuPsl7HHIdqyDCk9M1y1FqdNJ3R1sQ+U5HFcd461/8A4R7Qpr7yoJX85YYY3B+Zjz29Bk12Nqd6kmvEfjRPcR6tY2hf/RdjSquP484Jz9KVNXkaTlaN0LpnxLgnVo9QT7KxPyMpLJ+fUVqyfEjSbZ44WuvNBIBMa5Cj1Jrxcngjgg9qiI2n1rb2SOdVpI+tNJ1C11CyintpkeJxlCp4P0qy8azEhlDD3Ga+cfAvjC88N6tDCWMthcSKs8B9zjcvoRnPvX0cV8sjDblIyKxnDlOiE+dFHUvC2i6xFtv9OgmPZ9u1h9GGDXG6l8HdLnV2sb24tmx8qtiRc+/f9a9GjfNSjBOKlSa2BwTPBrr4S+IraUiI2c6dnEpT9CK1PC/wz1K01RLzU0sdkWSsLEy5bHDcccHnBr2d+RjHFQEKOcVTqyJVGKGaVcXOmoivieIfeCoFI+g/pXW2lxFcxLJE4ZWHUVy6OByBWRJr8mgXl3dEj7GqlpVIyAcdfqTj61dOo3oyKlNJXR2WvanYaZpzzX0gRADj1J9q870PxjBrN5NbFGR0Xcjn/loO/Hb6V5vrvibUPE+ovPeFljB+SNTwoqPTr06fqFvco23y3BfjqvcflUVHd7BTVlc9V1XVoLGB5riZIokGWZzgCvGPFXj661YyWmnl4LQ8NJ0eQd/oP1rJ8S61qPiDUpDdMUiicqkKn5VwevufesbyZAcEZ+nWtYUktWRUqOWiN/w9JmzkGCdjcCukihU7W3YJ56da5Hw+226khJ++AQPXHUCuygBVEUZBP3iOv0rdGJKymRBhSD91cd/8ac9huPKjpznsP8asQRkuOVWTbxuHAH+FXIowcqoH48k+/tVIRhXWiwzli8SZUcFflOfrWTd6Ndwrm3kDr12k4b8+9d1FDvYJEozjg9vrirltpWWMkgyD94dd1AHmtnOba4jW53QS5wPMGAa6VplTaSNp4+YHg11s2jW08YWS2RkI4BAOff3NY914OhaQPbytAcfdHzKfwpXAoQgsMqMHqCDwR3qzA4JVSojHqeB+B7VVbT9R03JeEzRjkPHzwP8AZ61YieOaEOp3ZzwDwPwpiPMt1NZvSsn+1J/7sf5H/GmnUZj/AAp+vP61BZfkPvVV+Tz0qA3sh7L+tMNy57L+VAke6+Ert73wvYXAyXWEIx91+X+ld5pN0k9tG6kHsfY1856D8QNW8Paf9itYLOWHcW/foxIz24YcVpWfxb16xmeSG003DncUMcm3P031zum2zqjVjbU+hdY3x6XLJEAZEQsoPQkDIzXyheXk2oXk95cPunnkaV29WJya7e4+N/ie5jaNrTSgjKVwIH4/N685MzE5wKuEWtzOrNStYlkGTnvS29zNbTpNBI8UsZ3I6HBU+oNQGVjjpQZGPpWhkfRnw68WP4r0mWO4ATUbPAlKjCyqejY7Hjn3rto3A4PFfMfhXx7qfhCO5XTrWxdrggu86OSMDGBhgPX866AfGzxIDn7FpX/fqT/45WE6bb0OmNVJJM+hAcjIp6gfjXz4Pjl4mAx9h0j/AL8yf/HKX/henicf8uOkf9+Zf/jlR7GQ/bRPf3RSTxzUYCbq8EPx08Tn/lw0j/vzJ/8AHKYfjf4mP/LlpP8A36k/+OUexkNVonvOoMBZSYOGUblYdQR0Irn/ABB8SLvSNDjgKA6jLlQRkfKB94jtzx715FL8afEksTRtZaVtbriKT/4uua1Xxrq2r3Ec1x5CtHH5YCIcYznuTzWkISjoZTnF6o6yS8nv7l7m5laSVzlixrSj8WT6D4cuo4IvNkEgMQJ+Vd3BJ9sgfnXmjeIdQYAeYoA44XtWkbtpNPSKS5M08213VDlY1xkAnuxOMjtj1o9l71w9rpYpXc97qF3JdXczzTSH5mb+XsPaoWjOMbcGtALTGT6VsYnR6M3n2cDbv4cHnpjg5reiZifujaMbVxwPeuX8OMFaWAMcswYL39DiuthG0Z3Dg8ken0/z61otiS1BHmP/AGM/Mc8k06Rd6gYOc+vanwsowMBSPugcVbKCRhu+/jPHb6UAZLxjdtZsn3P+eKo3NoHBwo5/2a3pLVXbPGO/+e9IbdNudv8An3pgctDo9wH3QqV/Hg1v6bDeRHDxtx1wK1rSOOP+EZx0PatO3CbvlGOOlICG3mj8n5jz6HrXkfieQN4p1NgeDOf5CvbHs4LofOvbqDg14f4tjFv4u1WEMxCXBAJ69BSbAzN3PJprPURfFNZ/rSGK781A55pSxNRlhUsEW9IvRp2tWV6c4hmVzj0zz+lfQx8jU7JXjZWVgGR1/TFfNZNdt8P/ABbNpV/HplzKTZTNhNx/1Tn09jWc43NacrOx65aa9clfs6+aBBMkczQFS7KynBBP3Tu4/CuM+JejXV/pUV7dLK91axkEGZCRh8MSB97IIOR6Guq0iF49dupBG0sL42Y5UKeefxLfnWx4l8Pp4o0h7BmFuGxiUICy/QVnGcUzV05SPlrOOhyKmW1uJYTMltK0WcbwhK5+vSvd4vhT4e0yylkZZru4VMh5W4BHcKOPwqVre9tNbN6DcTsWBtooctHs4Azj5VTGffitoyUtjGUHHc888B+A9Uvtds7+9sJIdPgkErGYbTJjkBQevOK97CuQN5HoAOwqczxkAgAe1M86PJzyfauebcmdUIqKJY14+lTjgZqmLlR601rkt0qLFXLTyDrUDyA1Xe5wOTxVKa+Xld2KaiJsvGTng81yHjO1kutPuoI3ZJLiPYpDYG4HcM/XGPqa2Wv1RS27oMlm7VyHiPxvpdpayGK9Sa6X7iQSZcN65HT61pCLTM5yVrHkRvrqPKNPIGBwQWPBqeCYxFbi8klYdY4AxzL6Z9F9+/aqnnpJcNKkDPI/P7zG1T6+9Wo4yGMjsXlY5LNya6GcoiqzAs4+ZiWPPehlzU+0kZxSEDNADLRxBewzEH5H5x1x0/rXc2ZRkWRWUhuc5yCK4QrXX+G7hJdMEIyrwuVkJ5GDkiqQmb1uyqF3Nlf4s/xfgO1X4Vd1JBBBbAA61WhXe4BG5e/GBn0P+FbljbKnzFPlPP8A9f8A+tVXEOhs14LbVb0A4FaOGjBJAJOeV9KaX25LoDg9QOv1p2MkNkhemw0rgNDMqkE7h7Dj8KkU71GTgjuRz+NRhclvL+YnkkdB700yFVALbgevHWkBIVG5WOBzzkdfxrE1HSbO7m84KI/nzvTjzD6behH1rRmk4xtBOeEJ7e9Vm4cksfdh29qAPm2iiipKCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK6KzQLaR4UZKA/pXO10tp/wAekP8AuL/KgCQimMvHFSHpTaAC2cQ3UUpYqFcFiOuM8/pXokKozHaFKjG0mvNm+430Neh2H/Hjb/8AXFf/AGWqiJmhBEsgJXOc4GMjFakMO1OR065FQW3+uT61oL0X6f1qhDPs6bhxx2B7Un2UhTnBJ/PFWD94/Wnyfef/AHhU3AptDtxt79+lTQ5UfdP4VLL0T60sf3v+A07gXLYkkKc5PrXivjGwuZvGOsSJjabknP4CvabH+KvNPE3/ACG77/r6/wAKEgPP3sbpeqdf1qM2lyOCmD6Zrsx/x/x/T+tZU/8Ax/fnSsM5w28/P7s0zyZe8Z49a6VvuJ/u/wDs1RyffX60gOfhsrm4njiSIlnYKB7k4r2bwx8LtHsp4bnUZ2u5kG4oxCx5+nU49zXBad/yFLX/AK7D+Yr1yX/VR/7prGpJrRG9GKbuzefUbSzxFD5YUDHy8Cmx6o0yF4laQDugrlrn7o/3a6Hwl/yCT9TWLR1R1G/2gLogbXBBzgnGe1Ul0m5ldN1yfKQ5WIkleuRxnFSN/wAhKT6n+dadv9z8aak0tDNxT3G/Y7xzzc/XC9anjtJR95ycVKverCfdoKImjWJPmOOOpqjPerHkRndU+pf6n86w36J+NAmyaSeSQkZPToK5LxD460/RGMFttvb3/nmjfIn+839K3tQ/5BF5/wBcm/ka+frf/Wn/AHjWsIo55yZv6t4k1fX12Xlx5dvnIghG1fx7n8ay0iVV2gU9elKOorUyFRQpyBip0PGKhHQ1InSgCUE49qCOeKQdPxpxoAjYVp+Hrs2erR44WY+Wc+ueD/n1rOHT8aWL/Wp/vr/OgD1qysiFMkg57DNbFuTIByDnIHtj+dRQ/wCoP+4P5VIn3vwP9KZJYwQSUI2r1zTl5UjJPfJPIpsn3z/uimr/AKpf+udMQ+R1X5exI+p/Cqcs21tqEbs9eoFWf+XlP+uJqgP9en+7/U0DH7toy3DA/X8TVeV3Rgq4yrcCrTf6+T6f1qvP2+lBSP/Z",
"path": "002629.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002630
|
Men Tshirts
|
{
"bytes": "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",
"path": "002630.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002631
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCADoAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigBDXHePLMvZx3yLnyMh/90115YAmud1vXtKTfpk9zGZ51KrD1LVMrWLppt6HnllOJbOWHJIPapFsriKP9zDCqn+I5zWFqMdzot0GUN5Jb5W7fjW/Z6tDdWvzuA59+K5DuhpuZtx9tbcmy3OeDjvVS30/yJRPLGkWD0QnmrCSQwTvK5ypPXdmsvVtVkmkFtafNv6befzq0VOSex2PgOybVdelv3P7u0b82IOBXrC8qDjFcp4QtNM0LQobaO6hMr/PKTIMlj1rqFkUgEHI7Gt4bHn1L3uyUUUinIpasgKKKKACiiigAooooAKKKKACiiigAoopCQOtAFe+txd2M1u3SRCv5ivH0key1VreTKMjFGB9q9jmcKhYkALySxwAK8l8Zta6tOdX0OVbkICkpi5BK9cepFZVVoa0txHsZW3SQRxZbnc65rMulvkby/Ng3diE5qfQNeWWFY5m5A603UGhbUBL8rY96xSOyE0kUE02d8yXBjKjnATB/OrelQtrXiq0sI8lVYM4HQKOpqjrWtolv5UHDNxgGul+Hl7o2gW81zrN9Da6jekbBOcEIOwrSG5lWl1R6wgxgY47VJVS0vrS9jElpcRToe8Thh+lWd3zYrc4x1FFFABRRRQAUUUUAFFFFABRRRQAUUUUAFIRS0wsPegDzvxlA1pq/wBpHyLMoYH/AGhwRWZKxvbeEuWcY6Ka7PxhZxX+jmIuolVwU55zXmFlqc2nagba5BGOMH+lc81Z2Oim9C/LFJEjEWIC9OTWTNbNdSBn09cg4DKeRXRanNHcWWY3znuDis37fDaWZDE+YvqaSOnnViCWQ2Gn+SHIJPOTnFeseFrM2fh2zjZNrMu9h9ea8l8LW/8Awk/iuH7ScWkTGR/Q46CvcEkTAC44HQHoK1gtDjqy1sS4zS00MMU6tDIKKKKACjtRR2oAKKKKACimhgfWl3UALRSZoLAUAFNJGaQyIM5OKzL3XrCwB86dQR2ByTUyko7lRhKT0Vx2sXf2PTbibowX5fc9q8UtIDL49juJXY+XCXTPdicGu61zxEmrweTBGyxhsksetcjcQslxHcw/LNFyp9u4NeXWxKdSy2PcwmCkqLclqzor23W5gaN1DK3UNXKT+HvIYtazyxr/AHDyBXVWF9FexZHD90PUVLJEhBOBWkZXWhzSi4u0keftpFz8ytOSG9BitCw0yOyXcqne2NzHqfaule0Vm3EYrOvAEBPQCrcmEYps871y8ni8SNCJGVGkDJjvmvd/AOpy3envbTuWeHGCTzg14xDpzaxrou3GIYG7/wARFek+FdQh03UWaZgkUi4J7CohWSqWuddbDOeHbsepp92nVWguI54g8bqynuD1qfcCcV6Kdz59prcdRSAgijIpgLRRmigAooooAKKKKACikJxSFh60AOprgkcU0yKOc1yHiL4leHNB3RPdi5uVP+pg+Yj6ntQBz3xq16403w7Bp9rKY/txYSMpwdoHSsjwJFHH4M0+OEgjYScf3s8159458Z3Xi/UVlmjEUEIKwxD+EE9T78Uzwb4wbw9Oba4y9jK2T/0zPqPbrWVWLa0NaUkmegap4bhluWuIC9vK3LGM8Maxp9Eu/N3Ndk8Y4XrXdQXFtqFuk9vKs0TjKOpyDTJbZW/hrn1W506M4+w0KKGXzpSZHHdv6VhfEa0eTTbW5RciFiGwOgNeh3ESwpwOfSuD8Z6nGtubYEEt1qottimk4lL4SeI5tE8WW0TSsLO8IgkQk4Geh/OvqBc7ue1fF9lP9luYZk4ZHDDt0NfVfhTxnpXiewie3uUF0EHmwMcMGxz9RXWcVrHU0UwNzTgc0ALRRRQAUUUUAFFFFABRRRmgApKMijNIBaxPEM1xHprJbSGOR84cdq0p7yG2XMr7f51iajdrd7Qq4Ueta04OTMqlRRR5d4Jv7/ULjUTfPI8kcvlsXPOR1rb1vR4dQUMykSr0kXrVxtOXTb+e6gT93ctulA/v/wB7FXCVkQAYwehrmrwkpnZQnFx0ODuNH1JFMcdyjJ23A5qBdGuJ5ALiXIHUA9a7ya3UjpVI24QE4xWVzaxivF9g06VYF2lFyAp5Nc9oniu9m8XWQtriVcZQxsx/HNdTqMqw2zux4+tUPDHhiL+0Tr9wgR2BEKYxx/eP9K68K2/dObEpRVz2rTrv7bZRzEYZh8w9DVwdK5/w/ewi3+zs21txIBreDAjrVVI8srGMZJofRSZFLmoKCjtRRQAUUUUAN6U0t7/pQTgiua1/xAtg32eAFp2HJzwKzqVFTV2aUaUqsuWJr3eq2dihM86IfQnn8q5u/wDG8a5WziLn++/ArkZ55J5WkkYs56moM54FeVUx0npHQ+gw+UQWs9TTvPEGo3hIe4ZVP8KcCsw/MdzE59Tyab1NO6Vxzqyluz1IYanT+FDlYKDTGdQGLEAdyaaSRnHNRSReaQZGyPSs0dCihiT7pd1tnI/j6CtaDVjGv+kLkDqRWbs8pQB09KSXEgZR90r0963hNqxzYjDQmndHSfaYp7YSxnIYZFc9f5lDqxwp4NS6TchdKTdwFyuPoTWJrV2bqN4Ihnd1Ndc6isebhsI5T12NC3hit4BFFt2ex6mpVbbnI6jpXMaZDfacCIZN0bHJjfmugjl81N2Cp7g1xyve57Kp8seU0NO1m90yTdbzELnlG5U13Gk+NLS6Kx3am3k6ZJ+UmvORTs/T3yK3p4mUDhxGW0ayvazPbYpYpl3RsGU9wc1IDnpXk2k6/daV8kZDRE5KMf5V3ejeJbTVAEyY5u6N/SvSo4mM9GfO4rAVaOu6OgHTrS01SMUuRXUcItFGaKACkJA70jHFcL45+Ilp4VjNrbBbnUWHCZ+WMerH+lAHbyyxxRmSV1RAOWY4Arz7xL8W9D0XfDZg6hdLwBHwgPuf8K8U1/xprevyOb7UJXjJyI0O2MfhXOO+Tnv60Adj4k+JniHxBvikuvsto3/LC2+XI9z1rjQ247iRzzx/nrTM5pM0wEd8+1RFgPvHjv70pGTSFaANTRPEmo6DciWzmYRk/vIScq4+nb8K9O8M/ES31m8Flc2n2eZh8jBsq2P1rxwnkjtVjTro2Wp21yv/ACzkBzWc4J7GkJtbntuvX620ZlZtqLnJNePavqyanfvIpKpnC571ueOvEX21odOgOY0AeRgfvMe34VxQjJOamnTtqXUq30RZHB9qt213PZyrNbyvFKpyro20r9Kz1Zl6jIqQPkeh9K2MD2Dwr8aL2yVLfXYjeQ9PPjGJAPcd69i0PxNpHiK3E2mXscw6lAcMv1HWvkAHp3q7Yald6bdLc2lxLBOpyJI2waQH2WDTq8T8F/GKWSeOw8RbCrYVbtBtIP8AtD+v6V7LFKkqo0bbkYAqV5BH19KAJ6KKKACiijtQAh6U3IFRz3CQxlmP4Vg3eozSkhWKL6DrVwpSmZzqKJtT30FuPncZ9BWNc61NISsICD1PWs4sSec/XrSYrrhh4o5ZV29hGdpZNz5Y5/i5oW7TcwkIGT604DB6VG8aEncimt1FIxlJsJby1jj3yTIFPvmqSxfaG8yEGFDzlgct+FWTbQ5I8pMHqduP8miRWjVSpyBRKnCWjCFSUdineymyjjkkO6MuEZvTPSq92zPtii5Zumam1S2a/wBIvIS2MxkqfQjkVT0l3l02GfGZZUAx/OuGpg71LLY9Cni7U9dyGLToROJdRBcqfkQcoD6mtgssi/KV2dAB0ApvkgxBWO71qM2yqT5YKH/Z4rvp0Y01aJxVK0qjvIsAbQSGxjkc1b07Wrm3Cgv5id1astTcBsNLuX3HNOiTZxSlTUtwjNrY7u01O3u1G18Nj7rcGrgOa8/VmVsqSGHQitay1ueHCT/vI+mehrjqYZrVHTCsnozqxil7VBb3MVzEJImBU1P2rmtY3T7C0UUUDKd1cJa28kzfdTJNeXX9w1xdyTvklzk13Pi6fytLKA4LsBXnsrEg15GPq3lyHv5RRVnUGE9ajz2HekZuM5pVXAz3rzj6FIXGKCeKKCKQDKWijFIBH6VXYlWBHQ8YqdulVZHIB253HgVcS47alcuyRi1jJ4JZj9aWO2C8kc1YhhVVGfvd81KUq3MFGMdiJYxjpTggXt1qTGKSpuFxKKKKCR2akhleGVZI2KupyCO2KhzTs9friqi2ndEVIKcbM9V8M6sdU04PIwMyHa4FbfFeZeC7lotbMG44kjOBnjNelrnBz617mHqc8Ls+MxtH2NZxRIKWkWhmC9a6DkMvxBqiaLod3qD/APLGMlR6nsPzr5Q1G9mvrya4ncvJI5ZiT3Ne5/GjVvs/h+1sI3w1xKWb/dX/APXXz/K2GPGKYEZb5z9Kh35NOkbDZ9qjQEigB45oNOAxTTQAzvRRRQAxhjmow2W64xUrniogobOeKQBkyyFySc+tPApRjHAxSgUwClHFFGKAHA4pd3FNozigCRGOa+gfgt4nn1PTJ9JupC7WYDQs3Xyz2P0r56DDFdx8LtbOk+OLJmfEU/7mQdju70AfUmaWmA8gHrT6QCU0sAM049DVW8k8q3dvwoSuyZOyMe6uGnmYnscAVUYA9aRmIkJJ60OcAGvShHlR5s5XZHt6+tJg1LgZNIRV3JIzTGOalIxURppgJQwyhpcUhpoCnNlDtHQ8Y9qLeFYl+UbeyqOwqSRtokk2ZKLwPU0sHMCs4IY8kGrEIVxxx+FNK1NimkUhkJQUgGKlNNIoGhBzRxkjsKBwajaXZLKp/ubhRa5RqaPfPa3qqSfKfhs9q7FTla87D4QHvtrutPk8ywhbOTsAJrgxMLO6OujO6sXKKKK5ToOO8at+7gUepNcQ54rr/GUmbmJB2XNcdJnJrwMY71WfV5VG1FFfPzEHGc1Lnmq0zYO4dqsW7CSPdnr1rmPXeg/FBpaQ1JFxmKM0pppoGNfpUSLmTJ6CpG5GO9NFXEtbDyPm4ooHUml7UhMaRTaeaZTASkzxTj0phpoBrMNpNCvgH6k1WnkVGxnlugqRSWUDqD1q7BY1tFujaatbTjorgH8a9iiYNGCOmK8RgJWVfUfNkV7Lprl9Pgb1QV6WBldOJ81nUEpqReFI3XpSrSN0r0TwjwP413vmeKILcH5YbcZHuSf/AK1eTs2RXonxhff43uwP4EjH6V5u5+bI6GmAxjuANOWomcgnHSnxsWAxQBNmmtSkmmnNADKKXvTT1oAa4+U0LgDkdaU88CkoAUgHkUuKBS0AJS0UlAC00nj60ZpHOFzQA0H+daOlzNBqEMqnBR1IP0NZqnCgfjVq1OGB9OaAPs6wm+0afbTf89Ikb8xVusfwzKJvDWlyA5DWyfyrYpAIaztWbFtj1NaNZesHESj3q6avJGdV+6YbcnFMMu5cH1xSscVRvHfyyU++Pmx64r00jzGzRTnmnGqltcpPErqRg+9WgalpjGsCaibJqcniomX3oiA0e/NIxAFKeKjY/MB71aEMU748dQTUjDAGKYo2Hpj2qXg9abAZSH6U4ikNJDRGfpTTgCntUTUxoY5I6dKq3DZkRx3QrU7HJqgZg90UUgkHt2qkNl1CSDnp0ArsfD8pk00A/wALYrjl7Cuu8N/8eL/79cmK+E6KG5t0Umaa7hUJJAArz2dhwHi6UHVyv91QK5iTg5rV1y5F1q0zg5BOARWVJ/OvncRK9Rs+0wEOSjFMo3PANQaVMz3UsH8OM/SpLtsIaqaGC1/dyj7gVUB9zzUW0PQlsblNJpzGmdqzMkhCaaTTj0phOTTKQY4z60zNSnhagzlqpFIkHSndqYDTh0pCEPSm5oJprHimApNRuwAyeg5pC1Y3iG8lt7SPySVZnAJq4xuxMRLj7feFkGUBwPetiNQq+tY+jxbY8nrittRxVT0ZXQkj4YZ6t/n+lewaBJ5uiWr+sYrx7q4PpXq/hKXzPD9sT2GK7cA/eZ8/nUfcizeXpQaF6UHjFeqfOHzJ8U5RL481IA5AZV/8dFcARlSPSuu8dXH2nxjq0vrcMo/Dj+lcm/yvnsRimBVkyAcdKW2k5ZTSy/dqO1HLGkBczzSE8UhNNPNMAJptKOTSGgBV9aQ9aUcLSUAKKWmrwacx4oASim5ozQAvU1BLJltoqYnAJqnHy5J70AWVHAFWYT8w9zUCDjNTxcSD2oA+sfh7N5/gPRpD18jB/AmuprhfhLN53w80890Z0/Wu6pANPQ1kay33B7ZrYNYWrNuuNvouK1oL3zGu/dMtvWqdyimMgkg9mFWz0qpckbCMkD+VemtzzXsc/ay3NrrcMSlFRmJkBOBgj7y/4V1i9Oa4sMZ/EdnbugfaxkBzgAD+If1FdhuGOetOaGtiUn5c1GzZ60DJB9KRRmsxjS1RA5kFSOpNMAw4NUIdMcMDSo2e9JMcjioo3GaOgFhqjNPJytQlsmkgEaoXcYqSQkKc1UZge9UikVNSvVs7cNn534QfzqrpablJBJ3csx71z2uXDT+JWhMgdY0UBR0X/erqNM/1SgenWtUrIUnqaCjH4V1PhqTNvMvoc1zDDFbvhmTE8qeq5rkxKvE3ovU6isrXpmg0idozh9v/ANatWsvXIvN0i4A4IXqfrXkVE+Rnp0be0TZ5nJnOT1NV5eh9qt3MUkY5X8aov6V89KLvqfa0HFpWM++IMTeuKh8OqwtZ2YdZePypdSIEbZPbtVnSI/IsIlbqcsfxqnpE6pbF480HpSjrSEc1giBp6Gox1qVulMUVQ0K33ar/AMdTyDC1XHLVSKRLS5pDSDpSAbJTM5FPcZFRZwcVSAYTiud8SHi2J7ScD1ron7iua8QI8zRMq58t9x+la09yHormtpQ/dDjtWuBxWZpnMKn2rUHAqZ7mjDgAV6R4GmEmi+Xn7jEV5v3rs/AM7Ce4tycAqGFdODlapY8bNoc1F+R6An3ajuXEVvJIxwFUmpEPFZ3iCTyfD+oSf3bdz+le0fKHydqtz9qv7ic8mSRn/Mk/1rLlwymrExyc1WdsCmBUkbii0+4frTZucn0p9oMRfWkBMetB4WlpCc0ACjijFO6DFIaYBikpcUhFADR1px5pmOacKAG55oJ4ocd6bnNACMflP0qtFyaslC+EHViB+tQ+U0E7xPwysQR7igCyvQVKpwc+tRoeKcDzQB9FfA+9E/hS6tM5Nvckj6MK9Trwz4D3f+napaHPzRpIPwNe50gEPSubvm3XMh966CZtkLsOyk1y8rFnYnrmunDL3rnNiHoQN1rPvWxEwq+1ZOpvtiLV6EFqcEjI0KPz9duJt3EKhFHoTzXWenFcl4Pl8641M+kij9DXXLRPcFsKRhcetKowKQ8tSjisxkbcmm7TUhFKMGi4FdvumoOjZqzIOtVpDVoCwDlOKrTMyupqWFspUd4v7sMKAHP8yGqDjY2fUVbRt0XWq033DiqRUTgNTQf8JXM7EneqkIo4OOOa7XTCDCpHTHauN1tCniG3YbcGMgk/Wuv0k5t0wfStXsTLc1G6Ve0aXydSjOeG+U1SPIp1u2y5Rh2IrCqrxZpCWp6GKztZbbpVx7jFaA6Vj+IZQtksfd2A/LmvFm7I9WmrtHNqRswwBHuKp3dlaShmMSqQOqmrTHA6iqU0w2uO9cDinuelTqTi9GcnrFkGliiiBO9gp+hNbeqaeumXotwPlWNev61Bp0B1HxRZ2+PlEgZvoOa2/GIVdbQ/9Mh/M1z1qcfZto9KhiKkq0YSfQ58jikFOzkUh6V5p7IxqQClNAqiugyTharp1qxL0quvWqRUdiRqKU9KaetAARxUEnBzVjtUUgzTQFdjwTV3QdGTWJb6BgNzWzhD6GqL8Cuu+HcJbUryT+ERYz+NdWHipTscWOqOnRckcfaQmBfLb7y/KfqKvgZq7q2nTWeu3UBXO5y69uCc0qaXOw5AH1NRUpS5rDp4uDpptlQCuo8E8aw2P+ef9ayo9I4y0n5V0HhKBYNZYA9YjjNbYejJTTZ5+YYqnOk1E70Vl+JAW8N6koBYm2fAA68VpjnPpUVycQP0+6etexe2p8wt7HxpcAxuQ2VI7MMVVY19Ly6XYXUOJ7O3lB674wc1zmoeAfDF0246asTE9YXK/pWaqo2dJngM33SfWp4BhF+ldz4o8GaPplrK1u1wrBfkDPkZ7CuJVduBWilczlFoWjFOoximSJnmko704DvTAaelNNPJGaYaAA0lBpvegBxpnQ06mNQA+JgLiJiMgSKceuCK6L4kaJHoXju+t4DmCULcR/7rgH+eRXMP91vofwr234g+HLbX9H8NeICzI09pHDK6/wC7kfzNJuw0rniqnjjrT8gdSB9TXrOm/DTQHhDzyXcpI7ybf5V0mn+EdA08AW+mQZH8Ug3H9ah1EWqbOf8AgUZl8S3X7p/Ke15cg4yD619BVwPh4R2WsQrGgRHBXCgAc13oPFOMuYmUeUgus/ZZMAklcVy8pwxOa6uZxHC7t91QSa4sOzDJ55relWjB2ZhUouoroVpM9RWPqxBtpFyORV+SUAndkfSsXVZBMFgRvnkcKPqa74V4dGcUsPNboj8H2xgiu37SSg11ajjNMXSl0i2gtskuF3O3q1OJwKpT51ciSs7CZyeKdmmxjgmlNIkDS9BTjTWHFAELc1XkXirBFRMOtWgI4WwdtSyjdCwFQMCr5FTqdyA+tMCjbvhjGaJR8xFRz/ubgP74qRiCM0xo5HxHZOtxbXhUGIsY+fXrW7pGDbqa6GLQ11vwtdwbR5pkLxMezCuY0h/LVomDKyMVI9xWMcTFXUjaVCT1ibwBPQU5F+cZ9agWXPAGaWSWREJXFRPF07aGkMLUvqekVyniCXffxw9o0yfqa6uuN1Zt+rznPTA/QV5NV6Ho0V7xk3khjjyDWFJM7XMoB42Ctu/GYzXNySi3aVm/ufma5GejTRq+BIZJ/FMkrdI4iT/IVY8VSedr047RhV/TNP8AhqTLe30zDrGP51S1uXzdcvT/ALePyxWOKdqJ04Jc2K9EUQMCk7U7tSN0ryj6AjNLSDrSk1RRHJ0xUK/eqV+c1EPvVSKWxKelMPSnY4pKSEhB0prUtIelNDK7rk/WvR/h9ZLFpMlxj55n5+grzsDcwHqa9Q8Atv8ADsberN/Ou/BL3zxc5k1SsZvjq28q6tL5RyR5TH9R/WsOO4DIBnrzXeeK7aOfw5eiQD5Iy4J7EcivMLZyQp7nr+ddlVWkePh5c0LHQRPleDVvR5vJ122PZiV/Os63GI6ltyRqVqR/z1H86UHqE1oz0xeBVHVZhDp8rd8YH41dXpWP4hkxaIg/icfpXVJ6HBFXkc+CEjx2rJvbxYipJ4LYrQuGIjNctfv5oVO4mX+tcy3Ow5fxdMl3q1haZ4edS2fQGvOJcee/HG44r0zUNNW98X2gcgbS8n4Ihb+leZP98n3rppnPVDGTmg0CketDEQClBoFIaAEbrSChqSgA70nelpO9ABSd6WkoAYw3HHQHjNfSOm2zax8D9OOMywWqSJ/wAkfyzXzeRlT9K+qvhogn+FOlRno9s6n8S1TJaDTszj9HvgbVMntmtyCQEZzXF6VJ80sR/hYhT9DiuosX3N7Vyvc7FsaPm+RPFMDyjA16Gjb1Vh0YAivNrgZjx3r0DTH8zTrdz3jWtaXYxrLqR6zL5WmS4/iG3865UnbF710PiEkWaA93H8q52T/V1NR+8VSXumLqF6yRvt6g1W0Zjd+LtOiZcjzN2PoKh1PIkZT0JzWh4MaObxiuAD5cTYPvVwYp7HZa5/x+p/u1l/ePtWnrf/H/AP8AABWco4r1qHwI8at8Y8YC0gFHQYpcVqYh3pJDxTulROaQDDUbdKdmkNUgK70+BvlxSSCmRttfFWBFqC5BIqCJ9yD2q9cJuTmspf3bkdjT6DR3/h1PL0dO+WY/rXB69a/2T4kuAowkv71PxrvvDrbtFgP1rlfiHgahYFR82xs/TNeJV+Jnr0XZIyrafcRV2Qgx1lWSsX5rVfhK5WdqPST0riL35tSuT6yGu3PSuEdi11M3cysf1q62xhQ3Kl0vykVy2rKACK66dcrXJa5wTXO9j0aO51HwzjAtr899yD+ZrF1I7tWvP+urfzrc+Gv/AB4Xzf7Sj9DWBftnUrk+sr/+hGufGfwkjqy//eZshpppxpprzD3htB6UtMY0xojamd6caZ3qiiUdKbSr0oNJANpDSnpTc8VQMYc/NjrtJr0f4dSiTw/t7pIy15sW25PtXf8Aw0P/ABLboek39K7sE/fPGzhfuTf8WyBfD1yp/wCWmE/WvPoLYJtHU967LxpcYjtbfP32LkfT/wDXXNWybjk967a2sjxMPpBslRNqVLpkfm63aJ/t5/KgjAq14eXfrqH+6pNKC1Cb91neqMcVgeIj88C/U1vjtXO+ITm8gX/YP8xXRU+E5KXxGFcjMZrkdSBilLgZAYE12U6/LXK60m2GQ+vFYROmRyWiXEuq+OLu4ZjtjtLkqvoBE2K85b7xPqa9K8Arv8bahEB96wuF/wDHK81fIYjHQ4rpgcs9xQMCmNS54pueasgXtSHpRmg0ANJpBRmigBTSUGkNABRSZooAVeVb6V9W/DFdvww0Yf8ATsT+pr5TiGSR7f1r618BxCD4baMoH/Lgh/Nc/wBalgeUabGRPKO29v511thFtjFc5pa7riQ+rf1NddbRbY65ep2R2CYfJ+FdzpH/ACB7X/rmK4ifiOu50v8A5BVoP+mYrWnuZ1tkUfER/wBHh/66f0rBkHyVu+Iz+6t/+uh/lWIfufhWc/iLpfCc9qUQJJxT/ASBfFJ/65NU+op+6c1V8ES7fFqJ6owrWJE9jstZP/EyPsgqmORVnWjnVHx2UZqqvC161H4EeLV+Ji0ueKjUHPNPxWpkL2qNulPY8Yph+7QBDQfrTScUo6VQEcnSqwP7wVacZBqn0lq0Bbf7hrMmXDkVpZytUbhS2cdaTHE7Xwwf+JHD/vH+dc94yQS6zbg87Y810HhZs6FFt7MwP51zviM79dlJ/hUKPyrxavxM9alsZ1vFzxVhx8ppYUwM0Sn5a5WdkT0N/u/jXDEEXUwPBEjZ/Ou67VxN8DFq1yvq5P581dbZGVB62IZvuVxniE4/E12b/dPPauG8SufORB/E+AKwlsd9Dc7nwNGbXwrcXDcB2YjPoBXJli7bz1bmu8hgax8BrHjDi2OR9a4MgAADpXJjtFGJ3ZXrOcgzSGikrzT3BD0prdKUmmGmikMNM708immrKHCg9KB0pDSEIaYelONRucZqkDIJW+XHrXa/DW8H2y9ss9EWX9cVw7fM9bvgC5MXjNoieJrcgfgc12YV2mjzczjzYdnT+L5jLrUUQP8Aq4h+GT/9aqsK7VFN1V/tXiW9cHIVgn5AVNjaldsn7zPAjpBIY7YBrU8IxmTU55ccKmPzNYs0m0Y9eldh4Us/I0kSEfNMS+fbtWlNXZjWdom/3rmvEP8AyEIf9w/zrpfaua8QjF7bn/YP9K0q/Cc9L4jMkHyGuZ19f9H/ABrqGHy/hXOa8P3P0yazidMjkfhrEZfiRdqOi2k2fxAFeY3IC3Mqjs5r2f4RWm7xprl2wyI4BHn0JP8A9avG7wf6ZMT3kb+ZreJyT3ICaYRTmptWSGKRjS5phPNABQaDSUAGaTtS0nNABRmjmkoAsWoDyEeox+tfXXg2PZ4F0aL0sYx/46K+Qbd9swOa+yPDAA8LaUB0+yx/+gikxnlGlxbLh09Hb+ddWnC1g2seNUuB6St/M1vj7g+lcz3OuOxBcn93XeaYNulWwPaNa4CTLuE9TivRIU8u3jQfwoB+VaUzOt0MrxIP9HgPpJ/SsQDKiug8Qx79MdsfcdW/XFc/GcoKzqfEVS+Ez9QX901ZngaLzPGWcfdjZq1r8funOKrfD2IyeIr+XHCR7fpmtIEVDodSOdVm9iKg7CpLxvM1K4YdN1R17FL4EeLV+IQdad0pOlBOBVmY1jzSMflpq/MxpX6c00BC3WjNI1IDVAL2NUpxiTNWyar3AyM00NDo2ytRTHawf04xTY5McVIcMVz0JxQ9hx3Ou8LLt0gehkY49K5zXCH164HowH6V0PhQk6SQeqyuP1rndWx/wkNyP9v+grxq27PWo7DFXCiobhsRk+lWGPy1TlDSMIl5Lnbj61yHbHY9NrkNdj8vWi2OHRW/p/SuvrnPEkOJba47cof5itaq0OWk7SMSbAjb6VxV9EbrxHYW4GQ8612VwcQH6Vz+gwC88eWm8ZWJWf8AEVzJXaR6MJcsWz0LxIBF4cuFXgCPArzNq9F8aTeToZXvI4WvOjxXFmD99I9HJ1+7cn3EzTaKQmuA9oDTe9BoHSgY1qZT2pp6VSGFJSZpaYDWqGQ4FTN0qrIctVoGxo4Gfep/CNx5HjjTmJwG3IfxHFVp32x4qhp88kXiK3mj5aFkYf8AfVbUXaRy4qPNSa7noSnfqF5L/fnc5/E1aduKp2aNs3N1PP581NNIFT3rvWp81JW0FtoDf6hBbgEh2+Ye1ek28axQrGgAVRgYrnfCmliK3+3SriWThM9l7V0wGK6qcbanDVnd2FrnvEyHFtJ2DkGuhrJ8QReZpbMOqENVVFeJNN2kjnc5jrnfELAQP9P6V0I/1YPrzXLeJXxBJz/nr/SsInVIv/Cq2Nt4f1/VCMGaZsH2RP8AEmvn26bdcyN/eYn9a+mdFhXSfhJKwG0tZyzN9X3H+tfMcn3s+1dKOOW5GaKO9BNUIaaZ3pxpKAENFBooAKKKKAEpp60+mmgB0f3j9D/Kvszw2MeGNLHpaRf+givjKM4b8DX2hoJH/COabjp9lj/9BFJgeeXEP2fxLexntKcVpZ+UfSodcTb4qu/cqf0pxOErlk9Trjsh9hB9p1e2iHPzgn6CvQgB0H1rj/CsHm6lNcEcRrtX6muyxW1NaGNV+8VL6D7TYyxd2Tj61x8ORlT1HFd2Rwa4u5jMGpXEWMDcSPoeaiqupVF9DPv+IjUnw5ix/a1xj/lqEz9BmodS/wBTV/wAhXRNQf8AvXLn8hVUhVthxO6WRic5Y/zpeKavBb1yTSk17MVoeJN+8L1NRytT84FQNy9WiB6AClfpzQOBTJMYpgRueKYhyaDTcVQDj1qOTlTTiTimMaBopBsSYqZziP361FONrbhUTzfL71XQo7zwyijTWdTkSSF8elc1qRB8QXZ6gP8A0rb8GSb9KkH92UiufnG/U7xs5zKa8PEaSZ62H2HOflNWNAtvtWrByMpEMn69qpTNsjxnmuq8M2Qg0zzmGHmOTn07VzRV2dM5Wib9Y3iJC2mbv7sin+lbNZXiD/kEzfh/Ot5/Cc0PiRyN0f8ARzVTwPbiXxfezEA+VBgH0y1WJvntT60eAM/29quf+ea/zrlhrI9CWlJmj48lxBaxHuxb8q4Yniuw8ekfaLMZ5w1cdXm41/vT3MpVsOgzQTSUlcZ6YUlGaD0oGIaYacelMNUhhRmkzRTAH+7VVhjJqyTxVOdtpz2qkTuyvPJnr0FR6FC1zrjMOmR+lVrmfccL0FdX4S0vyrd76UYL/c+ldFGN3c5cbUUKZ0iKI0HoBSWVq2papFAo+QtmQjsveo7hwqnnqa6bwfZBLWS8YfNK21f90f8A169KnG7PmK07K500SLHGqoAFUYA9qlpqcAj3p1dZwAarXsYms5Y/7yEVYNNcZXBpMaOFjz5XPWuP8UsTC6jktkD8q7SVPKnnT+65FcfrMZmvbWIdXmQf+PCuaK1Ox7HceJ0Fh8Lr6JePLsAn6AV8rSda+lPjDq39meBjbLw99KsIx6D5j/IV80O2TXUcbAmmE0E02mIUmkpO1OoADSUtNoAWikoPSgAopKM0AKoG8ccV9ieEJhN4P0hwc/6HGPyXFfHQODX1Z8KrwXvw601s5aNXjP4MQP0pAU/EIA8UXHqQn8qjc7UzU3iIbvFMgX+4ufyqpM2AEHU8VzPc7IfCdd4Wt/J0tZCOZnLH6dq36qafCILKCLH3UAq32rojsckndiHgGuY16MpqMcv99AD+H/666Y/dNYPiNMRQSejN+tRUWhdP4jmdR/1NaXgr5fCt0en76X+dULxd9uT7Ve8Iny/Ct6D2mkNKi9i8QvdIwRuI+lOzUQYFh7jNPz717cNjw57gxwKYo5oJJNOFUQBNRtyKkOMVGSuaYEZxTKeSDTCRTQAajPSlLYFMLjFAEUgDKR3qhJgE5q5I3JIrOvJAqsewFO+hS1Z2nguRF0242ngMWashDueWY/xuT+tM8H3hh8OahLnmSQKv1NK5Ece0dq8PFS949rDQ0QCM3l3HAv8AEwWvRIolihWNRwowK4fwxF9o1neRkRoW/HpXdjpWdJaFV3rYWua13UY2hu7EQ3G6OMSGUICp6HaOdzHB7A1wv/DR3hD/AKBuuf8AfiH/AOO1Qufj34JmMsyaPq4unjKCU28WcEYxnzPpVyWjMo7o2GvL5g6R2CNmTyoEM+JJWHX5dvygdyT+FT+Gbm4sNa1Ix28MzSWyOm24G1zuwcEAkgeoU+gFeep8X/DEbO40y+8yRdrubaIsynqCd/So3+L+gLOssOm3fyhY/La2j2mMHO3G/isows9jplNONrnfeLNVn1G6ibyLe3EcJYfaJypc9WwNm7CjrkA89BWIqThgJFhA8gTkpKTwWAAAKg9CCeBjNcP48+J2k6/Latodnc2qJA0Mqz28QIB7IwJIGMgjjNc9D8RNVhmllM5laUEMZIlOASGwOeBkDgelc+Iwqm7pHbg8f7GKhJ6HrRHvQRXmEfxPvF+/Zwt9Fx/WrEfxSP8Ay000fg5/rXC8DV7HsLNsN3PR6TBrg4vijp5wJtOuR6lGU/oTVgfE7RP+fXUPxjQ/+z1LwdbsWszwv8x2Z6U0jiuOPxO0Xtbah/37T/4umH4m6Mf+XbUP++E/+KpfVKy+yX/aOE/nOwNMLYFcgfiXo3/Prf8A/fCf/FU1viRox/5dr7/v2n/xdP6rW/lD+0MK/to68txnNZd9cknYp5rn3+IukkELbXv/AHwn/wAVVFvHGmswJgu+v9xf/iqtYarf4RrMcKk/fR22kaHLqTB2+SBeS3rXdQqtvbpCgwqLgV5xafFrw9aW8cKWWpAKAOI4/wD4upT8YfD5yfsep5/65R//ABddlOhKK2PExeNhVlozu/Kku7iOCPl3YKB716bY2yWdlDAmMRqF/HvXz5pvxl8O2epwXMtlqhSNiSFijz0/369/0jUYdY0aw1O2V1gvLeO4jWQAMFdQwBwSM4Pqa66cWtzy601J6F4ClpBS1qYBTWp3emOeDQBxuocaldLj+LP6Vykq7vE+lqw4+1J/Our1YeXrM3+1hq5rUAIdTsbs9IrlGJ9BkZ/TNc1/eOz7J1HxG8MP4q8JyWtuqm8hYTW+e7Dgj8Qa+VJoZYJCkyOrLwQR0NfazkGJiwyoUk182XkCLcPuiWSORiQGUHFdkI8xwzlynm/alru5tD0+YZFqEJ7qcVQl8M2oztaQf8CrT2LI9sjku9FdBJ4cQH5ZXH1ANRjw4zHCXBBP95aToyH7WJh0hrcfw3cIwAmQ5UsMg9qryeH7xDtLJu5NL2Uh+0iZVJWl/Yl3/sfnUkfh67kPDJR7KQe0Rk0h610P/CJ3WBvuIl/ClHhZt203O4/7KUeykHtInO9K+l/gc0h+Hw3AgC6lCk9+f5ZzXgs+hpaBWd9wzyDivZfhv4iFl4DewhKm5iuCka+it82f51E4uKKj7z0OhvpFn1y+nzkb9in/AHRiqsKmfUbaIclnAx+NRR5RMMckkkn1Jq5oYU+ILff68fWuTqd1rQPQ1GOBT6aOop1dCOISsPxGjHTldf4HBP06VuHoazdax/ZFznps/XNKexUHaRx7ODFzU+heZ/ZGs2kQ/e/fQfUc1Tz8nIz7U22vzpWoC6wWiddkoHdPX8KwpStI6a0eaJaj5ALA/dAqbaB2NeCan4s1zT9bvraw1y7NrHO4jO7Pyk5HBqjJ428SyjDa5ef8BcivWjiVY8iWGdz6K8tv7ppfLbH3D+tfMsviHWZTmTVb1j7zt/jUX9t6r/0Fbz/v+3+NV9ZQvqzPp7y2P/LM0hjP9xq+ZBr2rjpql7/3/arEfijXozlNZvgf+u7f40fWkH1Vn0a4GO9REgCvAj428Shcf25eH6tTT408Sn/mNXX/AH1VfWoh9VZ70cf3v0pjY/vD8q8HXxr4mHTWLk/Ug1IPHPiZTzq0x+qj/CmsVETw0j2yXaM/N+lc7rF1sHkx7izccCvNn8e+IyOdTb/vlf8ACrHhnXdT1nxbYw3d7JKhcll4AOB7VM8VG2hVPDPmPXtHhktdNiic4wd5HuatzNlahWdBwzYOcYp8uCOtePUnzSuezThyqx1PhG2CW01xj5nYAfQV1A+7XM+EJQ1hLETyrZ/CumH3a2hsctT4j4BoooqiAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvtDwPrGlxeAfDkcmpWaOul2ysrToCCIlyCM0UUAb41zSP+grY/8AgQn+NH9uaR/0FbH/AMCE/wAaKKAD+3NI/wCgrY/+BCf40h1vSCf+QrY/+BCf40UUAcpr+q6Y2pqyajZkeWMkXCep96wr+7025tnia/tNrgjidMjj60UVzP4jsh8J1XhvxXYX2mGK81GzW5gHlvmdAH9GHPcV4vLeW0s8qfaIPlc4PmL0z9aKK7aJwVdy3HcWJGDcW4bH/PVf8ajmmslGftMBP/XVf8aKK6lJnO4ooyXFixH+kQj/ALaD/GqrTWu9WF1Fwf8AnoKKKZNkPa4t/Mif7REQhK48wcgj61BcTQsXla4h3LIQQJBRRUczuUiul1C0eTNFnP8AfFWYJIyOLqFf+2goorW5JpQpbNhmubcn3mX/ABqw4gwQl3ajjoJV/wAaKKzcmC3OU1iRVmCm4ibHo4NdT4Fu7WCznd7mBXLAfNIAcY+tFFcuI2O3DfEdomq2Djm+tRn/AKbL/jU1tq9jb6hbz/b7X5HBP79f8aKK40d89j0Zdc0k4P8Aalj/AOBCf40/+3NI/wCgrY/+BCf40UV0I4GB1zSMf8hWx/8AAhP8aytf1vS20qRU1OyYsyji4T1+tFFKexUdzlP7S08rzf2n/f8AT/Gs+71OxKEC+tSO485ef1oornidp4f4qaFPEdwYZEZHAJKsCP0rKEi/3h+dFFdUdjjnuBdf7y/nTcp/eX86KKZAm9f7w/Ok3r/eH50UUASb1/vj86PNX+8PzoooAaZR/eH50hkz/EPzoooYB8mOWH511fw8W3XxMLiWaKNIYmILuB8x4HX2zRRUy2Lp/Ejv5tRW/wDEtpZWl1biONTNKTMoVh6Zz+NdANSsWjDG+tRnsZlz/OiisOVHZGTubvhXW9OhvJo21C0UMmRmdAM/nXYjXNIx/wAhWx/8CE/xooraGxy1viP/2Q==",
"path": "002631.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002632
|
Men Tshirts
|
{
"bytes": "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",
"path": "002632.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002633
|
Men Tshirts
|
{
"bytes": "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",
"path": "002633.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002634
|
Men Tshirts
|
{
"bytes": "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",
"path": "002634.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002635
|
Men Tshirts
|
{
"bytes": "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",
"path": "002635.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002636
|
Men Tshirts
|
{
"bytes": "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",
"path": "002636.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002637
|
Men Tshirts
|
{
"bytes": "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",
"path": "002637.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002638
|
Men Tshirts
|
{
"bytes": "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",
"path": "002638.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002639
|
Men Tshirts
|
{
"bytes": "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",
"path": "002639.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002640
|
Men Tshirts
|
{
"bytes": "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",
"path": "002640.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002641
|
Men Tshirts
|
{
"bytes": "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",
"path": "002641.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002642
|
Men Tshirts
|
{
"bytes": "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",
"path": "002642.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002643
|
Men Tshirts
|
{
"bytes": "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",
"path": "002643.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002644
|
Men Tshirts
|
{
"bytes": "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",
"path": "002644.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002645
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAEpAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigBuMivONecWPjCe3dQkdzGk0ZAwN2Np/9Br0muB+I+kSS2cOs20ZaW04kx18vOc/gf0JrOpG8bGlOVpXKWoa5HpNiJHyzsdqoD19a5m5lv8AVpjPDFHbjblfMZcse3FaDW66vYwvuAZVJ59ay4NOng1EyTyM4XjZN8yMPwwc/wCFcUEj0ox5iRba/jkW5nhE4UnKnG/aPbt64rpdK8R2t+DbqGjlX5djjH5Vzt3aNOY2SYRMp6QZXcc/xEk5q9YaSlnMLqWaSSc8sSeMYonYcoNGhq1+lpGzk/MflUe/rXVeC7FbbwxYyvCizzR+a77RuO4lufwIryzUZX1LWIrQPkzyrEnfaCQCfwBJr3KGFILeKGMbUjUKo9ABgV00I6XOLES1sT0UUV0HKFFFFACYrk/Fzm0k0+5bHks7QyH0LAFT+an8662srXNLGsaRc2ZYK7jMbf3WHIP51MldWKi7O55x4kvbpzDDFO0FuBulkHXGelVdHtbPUIZEtraJhFnezz7WbOOST1BrVhSOeI2t2Nt1EDHImeVI6/h0qnLAmloWFs0qN0IUNj61xR0dmenT5WrjNQntrecw7fIn2nElqxcKR2YrxWz4e1K7ubNkuy5Kjguu0ke9V7CI3qieS1MUa/dBAGfwFaFzOsEZyVViu1R0qZvohyUehkavqmdyRk7Qfmx3rq/h8hXw1vP8c8jfrj+leY3U7318LO0+aWViD/sj+8favWPCMawaR9lT7sLbR9MCtqOkrHLX1jc6Giiius4wooooAKKKKAOc8ZK6+HJ7iP79uyTAeoVhkfkTWBp17HLCJlb5GGcHqD6V3Vxbx3drLbyjdHKhRx6gjBryqxt7jSNWu9KulICk7CejqejD6/41zYiOlzpw8ugl/wCIZ9Tea2s4F2DjzXbAHvVCKxugyg38bRYG87+AQDwR1POKs6jo0iRgwuxiP3wjYyPpUpZTAqFbRAFK5FuM8+5PX3rGNmehGndD7PW7jRRHFcW3mRk486Ngc+5ro5L6Oe0FwGxGwzk8Vy+naLbzZeZpJYM5VC5IY+tWNanjtrBIAwULyeahu7siJRszb8GzNf8AiK+uwP3cUCxD/gTZ/ktd7XH/AA9t/L0F7llIkuJmds9doACj8ufxrsa7qatFHmVHeTCiiitCAooooAKYyh1KsMgjBFPooA8s0e7KTS2Urfv7SRom/wBoKxAI/Kl1bxP5F2LC2t2nkxhgDgAmm+MdNm0fxRHq8CH7HeMFmYdEf0P1wD9c1Tv9JW9DXMExWR+uGIzx6ivPqx5Z6npUbTijLSz1CcmRrmJJGZiYkkH7tTjkn0+latpf3OiO7yRJcxE/LJGwyB6e3rWMljZQBjczSwyMcOPO2j8M/wBK0bDSIbkboppVtcYBEjHd+OeaTskdUqUUtzr4NVi1CxFxETg9QRgg+hrDjuRqfiXTLGPlVuVdufvBcsT+lJeeXpukPDG7KD0JPOKT4dIt34iuLphlYIWjjPqxI3EfQcfjToq8rnLV92DPVhRRRXoHmhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJUE8SzQSROMq6lWHqCMGqur6lFpOnyXUuWC/dUdWbsK8g1H4gatd3M7fbjbQISFEWFwfTPU/jUykkZyqqDsZ0V7caBqyW8rM1oxIQ9c+31rrvLsNVswBLuLfdw20isyfTYtY0/ZKuSygg989a5P7Pq2iXTRx5lQcLlsEfnwa4bxl6nrJNLTY7i30qx0qQyM7OeSHc521l694htrSHZbOZJS2MKM5PpXNS33iG7VoGg+/1JbPB+grT0Lw20Vwk94xlm7ZHCj2FD5VqxrmeiRd8O6bMjf2leDE7HcqZ+6M5wPevbIJ47iJZI3VlIzlTkV5uY1jTJHIHHtXHX11f6VqEs9lcSJ828KjFTz1wRVUKurucmOfs4qSR9AUZry7w/8AEOd1RNQxcRN/y1GFdfXI6HH4GvS4pUmjWRGDKwDKR3B6V2qVzip1Yz2J6KKKZqFFFV7ubyLWSXjKqSPr2oA86+IMkdrqdtf2Lx/a4QVuY15JUgbSw9sN+FUtM8V2d7Gvm7UVRkknjNP1AC41+eOUZeSIFie+D/8AXNYl74Q3u0kIZS33jG+3P1HSuOrKPPZndRi3C6Ny/wDFdtbW3mwOrDpsFcff+Ib7Xbr7LZqZJM4GBgKPVj2q5B4DS5f95dTBepQsTXT2WhWejwCO2hCk9T3b61m5xWqNOST0ZW8N6EulwtNMwe5kHzv/AEHtXWaRqCWE8iupKSgEduR/+uqkMYEQYgZqlqeWgOGZWHII6iopzaqczHOF4uKO6tdSt7uQxoSHUZIIq72rgfD1xNHax3Tur5f5GHG5Rwc++cj8K7yN1kjV0OVYZBr0zzGraD6KKKACiiigBprzv4jWssk1pd2pxcRxsAR3GRwfzNdHrF9OkirDIUjVvmx1PHrXN3063N6oLFjt+bJz3rzKuNi5+zSOyhh38bMPw9r8FxDHBdsUlXglz6dQe+RWlPomkXU/2oqpP3gAeD9RWDrvhlmk+12ZKSdSQMj8RWUIfEbKscG1gvYM3Pv0pqUXqdFpI7C912w0+IoRhkXARccf/WrndNhufEV99puMrYRtuRTyJD/8Tx+NV7bwtf3l0LjV5DjjMYGAfY967a0tEit1RUCoowFHFTKSWiGot6s6Lw3cwxQyQF1UlgVB4zxj+ldH1FecXNylqRITtCkYI7HPH+H412mm3LY8l+SBlc/yqqGLtNU5HLXo/bRrUUUV6RyBRRRQA0jNHeiqWpXYsdOnuCM+VGWx9BSbsrscVzNJGF42ns5tAudOlmjFxcKPKjLDcxUhsge2K8n0bXpNKuprTUMsp6EnHyjgEfyNOuJ7q48YW880hfeSWJPswI/PFa+t+G4tVtd6p+8Azxwc+orzXiFUd2tD2Xg/YLlvqbUlnomuwRzOI22dx1P/ANai91nS9LjSNhtCrhQOmB6V5xHpGvW6m2tbtlXOApUgn24OKtReEdc1KZW1KdkjXjgYOKfu99DNxki5cahd+K9SNpYlo7PcPNk7KOuB713miyWXh1Y2B2W0KFWIUkjI/wAaztE0qDT7byLdAqLx061Z1NVeykjwMMpFZOo07x6FxpqXuyO40/W9P1Rf9Eu45SB8yg8j6g81qd6+fdHup9P1oPBKyMASo/ukHkfQ56V7boWpjVNLjuSArnhwOgI6114fFe0fK9znx2A+rWnF3TNeiiiuw84KKKKACiiigAooooAKKKKACiiigAooooASio5JEjQs7BVA5JOAK5HWvHtjY5hsU+2T9AVOEB/3u/4Um0tyJ1IxV2xPH8rLZWsYPDSMSPcDj+deKvpztrXlMP3CvvUf3s/N/PNd1qet3msyo906nb91EGAvrj/E1k3EG7bKMbl6H2rnm92jjpVoSxCctje0pwsIV2xtHFXJ4Y5yCyKSO5FULEeZArr16MK1IVJb1FcDPpk1YgQvHCYhEoIPysPSi3jKybj976VdwFPAyTSFfnLY4xUlXK1wflOTk1ymswF4y4OCvOfWurnBYYFYF6A6sg+8Tz7VpC6ZlWUXB8+xk6JAqRyXDIVkZtvPPA7j617N4UlM3h21LclQyZ9gxA/SvKFVYYlTgKorotA8XnSrb7PJH5kCtnA4dR3I7H1xXfTdtz5elVjGq30PUqKztM1ix1aAS2k6uMcrnDL9R2q3NPFAu6Vwo7Z61utT0009UT1ga/dsAtuh4I3Pjv6D+tF3q8smVtx5a+p6n/CsWTfJudiWbJyeuaBmfqVsXe31FM/u1McgHYHHP4H9DViJ8oBjPHrVi1kQpsbBDdQRxVR4WsJNhybdvuP12/7J/oa48RT+0jrw9T7LFVCZA0bBSvb1qbyHJLvyaVIsKGUqc+gqRd5yDXHY7LigfJ9KpXELXLrbocM+QT/dHdvwqxcyCBFyevQVLaxGGNnkH72TGQf4V7D+tbUafPIyq1OWI3YkaxQQriNAFUewrd0u9WBDBMwCD7pPQe1ZSKqZJ+99acVLIT6816R5u51oIIyOR6inVzFte3FsQEbKdw3Q/wCFa1tqsM5COfKc9mPB+hoAvmmswVck4+tVri+hhyAd7egrLnupbrIYhVB4A6fj61w4jHU6Wm7NadGUvQhnC3Hmq3KszfzrjYYLiz1KeK5bdIrZU9mU9CP89c12K5Dc1XvtPS9RWztlTOxwOnqD6ivCp1bTbfU9KL5dDNR/lwQDmgIVcNHtBB5BpoV4X8qZNjjpno30NWQuOSOtd6d1dFFdo3dizdPQDipwMIOe3SnEFlwM0jnauDxgVSE9TMuYvtV3b22M+ZKuR/sg5P6Cuq3MjBlOCpyDWJpNsZr+S7YfKilE+p6n8v51tN96uCtUtO66Clrobdrci4iDDqOCPQ1Yrn45XhO5Dgj8jWjBqEcvyv8AK36GvWwuPhNKM3ZnBUotO62L44pahlljgjLyOqoByScCuZ1DxtY2m5bZWuJP9nhfzNd060IK7ZNLD1KrtBXOqYhR1rjfF3iC3Szk0+3dJJZFKyFTnYPw7+1cvqXiTUdSyHmMcJ/5ZxEjI9z1NYjg7M47dK8zEY9STjA97BZK4yVSs9ugjIryw3P8UZP5Hr/Q/hXUWkzAIy/MGHPNctA4JKnr6Vradd+Qwjc5Q9D6Vx0qltGehjsM2ueJtSqkjNsKhz0NPb7RKqqwxgYJHeoUtFlG8SFgfu4OCKtQC5RfLLhl6Akcj/Gtzx2OhTZGR0qjfHKketaTgxR89SayNVcx25I+83ANPYUNzkbe0/4n9xc5OwJtx2LHHP5CvQPBeprDNJZSEKkh3oT68ZH4/wBK5FExkgY3HNBY9MgjvXPHEOFXnXQ9mpg1Ww/s2e25GKUfSvK9I8V6hprhHY3MIONsjfMB7N/jmu90rX7HVk/cyYkAy0bcMPwr2qOLp1V2Z8xicvrYfVq67mzRSDHalrqOIKKKKACiiigAooooAKSisXXNft9Ftt0nzyv/AKuMdT7+wpN2JlJRV2assscMZkkcIijJJOBXE6r4+SGR4tNgWbH/AC2kYhfwXqR+IrldX17UNXkJuJSIgcrEvCr+Hf6msknis5TvsedVxjekC7qOuahqZP2u5d1/uDhR+A4qhEN8oJ/hGf8AClRQetOSaGBmMjhVIABNZ3OOUnLVjw22ZUPGasHkEevpWbPqFoJN6O8rDoI1Jz+PA/M1QuZNTv1KCU2cB4KQtmRh7t2/4D+dBMY63Z0+l6jDDdvbmRGKkA4YHBP8Lehro4GSRwUPB615XaWLaQpNvBvjY5kQfeY+oJ6nrwetdr4c1qCeMQvKG3HCP0IP91h1B+tYVKfVHv4HHLSnN+jOoijaReAOtK6bSUJ5x2pIy6sWA69aJZEhRpZWChRkkngCsEew2krlC5cQREuM+9cyX82WV1bgNwfWpNa1sXKszOtvaKcZc7d31/wrmxd3cty0+nXLNb8L5UqZRiOpXow+o9OldFOnbVnhY7G+0vCGxsSh5G2k/KOuOhp8FuE+YjJqCC7LAedE0RHXHzD8CP6irYuICv8ArUx/vCtjxmQ2889nMHt5WidGwCjYIxXSWfi13O3UAzk/8tl6/iP8K5lirOxUgqWJB7GkI7npTUmti4VpwejPR7a9truLdBOkgxkgHkfUdaWNRuZRxn8684ikeGRZI3KspypBwRXbaRq8d+u0lY7oLyp4De4/wrWM7npUMUp6PRmgbcK3oc5yKmd4UiC3LoqtwoOPm+g7/hUbpcTrgybR6xrg/mc0yLT0hLMFO9urk7ifxPNXudaHLZ7EY25Yx5yEc4K/Sh0EanecEDkVb2OwUKMDBDHPI44qpdIzzREgEFSG+o6fnmuapQT1SOmnXa0kyBtiGKaWN5GUAqi4JBPQ4JGfpUyXC3Pzwsrgnr3B7gjsfY05IAzlm5GeuMZNSi1iDmRVCuepHyk/X1ranBQVkY1Kjk7sekG35m+YnkCo53JbylXtlj/IUr24cYYsw92P8s0qwpEoVEUAc4AxVkAnTk/jSn8DRjnIwPxpQPfj3oAQEjpj6VIjgkg8GoySBkUhVshiB9QeRXHXwNOtq1Z9zWFaUC0VzQv0qFJimAwO319KfLIwG2IAt6nov+P0rwMVhpUHaR2QqKa0GXZt9gScA7zhVxkk+w/rVZbJ9oKMAPRzkj8RUkdsElMrFnkbGWPX6D0HsKnfeGXavB61zwrzjsarQoOTCp3kAg449ajkQzSDBwMfMT0xT76Jmu1Ucq2Gx79/5VIY227Ex6M39B/jXdPEqNNPqykrlu2SJLdBCwZSMgg5DfjUuMkmsqPTFt5TLbM9uzHLBD8rH3U8fj1rRQyhcMFJ9R8v6c1wc/NuS1YlxxTB0pS/bafwIoFJvsCKWoWEWpQLHM0gCnK4YjH4dK5K/wBCu7RiyqZ4hzlBkge4rusUn3utaKq3udGHxE6Hw7HmRz360Jyoz9PyrsNb0RbxTPbALMo5HQOPT6+9ccyvDKyMjbgeQRgg9wa0WqPew+KjXjdb9hj2/IZDgihp1gUGbnPCgDJY+gHenHzn6FUHsMn9aiFkgcyNlpCMbmOT+Hp+FNeZ13utS1aandW+dp2huiNyF/8Ar10ekag17bStIwV4zyB3BHB/nXKyIXUAYB96u6RL9mvEiZsRyDYfT2/WtoTaZw4vCwlTbitTrEBuLVWOQ2Sf1rmPEepraIY3VnOR8qDJ9cAetamq6wmnWrIjgOV6kcIPU+/oK49DPdyNJIm2M8qG5Ziepb0+lbVKiWiOTA4RyfPPYjtPENrdzi3aGe3lY4TzkwGPoCMjNaQXIJ55qsdPjdcMuecj2PYirAEirjcre5GD+lcs3F/Ceuly9bjuhP1p6uyMGRirjkEHBB+tNVTySRk88U7FSnbYJJSVmdJpfjG8tNsdyPtEQ75ww/x/Gu00vXLPVoybeX51+9Gwww/CvJhxVizu5rK4S4gfY6/r7H1Fd2Hx04O0tUeNjMppTTlT0Z7MRmjNYWh+IoNXj2nEdwo+ZCf1HqK3QMV7dOcZxvFny1SlKlJxmrMdRRRVkBRRRQBWuriO0tpLiU7Y41LMfYV5Fq9/JqepS3MpJDHCr2VR0Fdx411DybNLJWwZvmfH90dvxP8AKvOVbnryvBrGb1seZjal3yoChbAphQAH1qzjHPYGq8udwTOMsRUHARDCsw6YFNI3CnEcE4GWb9KXaAvXn6UAQCME5AFSKgBp4Q+lKFO7pQAmwEVVmsh5yzx/u5cbS6D7w9GHcfX9KvAHPGKJExGTnkHNAXa1RvaJqzz2hSY/voTtbJ6jsaxPEGvNPN9ntwZccqgOA3+0x7L6dz2qgZ3Fw0cDhWlTaRnqAeSR6dPr+dT29gIc5yzMdzknJYn1NZqmlK56NTMJyoqmZsWnPNMLi8fzpR93Iwqf7q9vr1rSWIKOlWTFjtTCMf8A160PPbuRFQKYyDPSpyBjvimFfSgRGeMc4px+6ORQFzQMsB7E0AGzOMfWlR3iZWBKkHIIp6L0Of4c8/QUOmVBoGm0dnoGrNqEBhmYGdB1P8S+v1rbIBGMqB6DvXnWkXBtNQim/hU4YeoPBr0NBuAZT8rDI962hK6PXwtXnjruglfy0yuelRFmmKhcDjJNTug2EYAzTbN43LqoyynbgjoO1WdQ8IAAMYAFNI55NTsMk9qYVAPBNADe3TPvSEepIpxbnjFHXrigCMgcjikK5PapNoPAx+VAT14PagBAnHQUFT0x2p/A9M96DgigCHlV3Dt2qVDuyMdKaeBgY5PWkQ/Mp7ZINceOpKrRa6o1pS5ZIlp/3Rn86TA9KDwpGevFfKNHoEEiq8it/FggH0HenqgAAAwB2psDFyzMuMNgfSpselSrspu2ggGKXFGKKsQhHtTehp9GKAGkUtKaTpSQCEVkaxpUd7CzqoEyrlXHU+x9c1s5+WonPOB2rWMrMqnOUJKSPONuD0596U9OlaWuWYtdQZlBCSjeOOM9x/n1rNPStT6ajU9pFSRGyfKD71GXyRg4ZTmp2b5SNpOKpSMA6jruOMe1NHTHUc++6nMshLHOR9fU/wBPSrSJgU5UVAABgfWnkYFNu5DaSshmKCKcRxRUiuMxSgClxS4xQO4m2lCcdaAeetAP5UCuOt55bWdJonKOhBBHXNeqaHqS6npkU5IDnhwOxHWvKH4rpPBuq/Zr/wCzSN+6n457N2/Pp+Vd+BruE+V7M8fNsKqlL2kVqj0miiivePlBKD0opkjBY2Y9ACaBPY8v8T3putYucfdRvLUj0Xj+ea50na249D8pq3dyl5ZHPJZixz7mqTkEsv8AeGRXO9zwqsuaTZYU5VvWoC4Nwnbkn9KjSfaxUnBHP4f5/nVV59l0MfUfkf8ACkZpF7hmCjlicA+gqR1XcMdBVWKUqQerHjFWly3XA9hQINo60ADpwKlC8UBe4oGRkYH3TTJGcxPj5QBk1MV9KbKuYSucZIHr3oEUrexPnC8DbpAu3YTxirsD7mIKspz0NLG6opXg87vShXBAwAG9fWgCQjOR1xTCobPP508DK84FBQj/ABoGRFCOhNN2d+9TEYNIQAO9AEQTIzwduTUaBQxIIC/e/DFTk4yPWqQcI0qN2GV+h/8Ar0ASRvuVQP7pH/j1Tvyp/P6VTicFlC85xj+dWxjoDnA5P+fwoDqRr8h4Fd/4euftOmKpOXiO059O1cEV5znrXTeEpz9omgzwyZ/EH/69VB2Z2YSdp27nUTfdHH8QpYoERS6LhjwxOecUsq7gq9TuHapwhCdSP5VueqREsAcqQaQHI5/nSyghecEe1IiAjIwPwoGNOP72aUr7U8qenUe1JigBBxjBI/HNNJyB1/GlO3HGDUEp2xt+Yx2oAmBBHU4/OnRkMoPqKqmcJbsexHX0pUm+UIvHA3e1AicjIJ/L6VAcgn0qY8846f5FQyDBB9xSaurMpFpTuXNBB3+2KbB/q8HsaePvE/SvkMTDkquPmejCV43HY7UlOPSkrBFDaKXFFUMSjFLigUguIFBpGGKU8HikkIyvuaWwXAnFREfLTydxPp0/xpHpoaMTxBbibTzJjLRMGH0PB/pXKEcc1308SywvGRwykH8RXBvkMVPUHGK6Vqj2Mtm3Fx7ETnbG30pIY1I5UHnFPcbkI9eMU4DAOQcGmerfQQJsb5TxUmMCoxnd14pwPNIQEfhSYp4HvSEfjQK4mMCkyCKUmm568UxiEilRwQT6VCXBbaTikRywC9hyT/KlbqVykjknnvTraRoZkdWIZSGBHYjpTT0poODTi7O4pR5o8rPZNPuBd2MNwOjoGx+FWjXPeDp/O0JAefLdl/DOa6GvqKUuaCkfA4iHs6so9mOqrfnbp9ww7RMf0q13rM1+XydDvXzjELDP1GP61bOeTtFnkUjc4PRuKrNnBQnDLkirDrvLKOvUVCV81Q+drrwT/I1zngy3KMxJGRkEdwOV/wDrVmSTlbtGYhdv3h1x9PY1typvBYDa46j1rB1SPI6YZckcfmP/AK1A4b2Ni2fKhyclh8n09avxEYyeTWDpF6Lq2VyhVl+UjsMentWwku5sDp3oFJWL4+7zxSZwetRI54B/OpCw7UEjie46VEx3E5PQ549acTx703JJzyOaAHBgG4Y56U0DB4FGzFJyvUigCYNtX2NPzx3FQhj0zQXwp64oAeevrTHcjrTS4qN3z6GgY13IBwaz7uTbiQ/whlb6Yz/SrLtjOKxNXvVjUW6nM0wIUA8gd2PoB60Fwjdly0usrtUZkbj/AHR6f4+1bCfIignJPJrntKQRqMKCe3+fT+dbsSEcuSWP+fwoJluStkjI47AVseF5CmsRgD7ysP0NYzHA559f8K1fDB/4nkGemTx+Bprc1ofGjvAuTuORyKkEu3gg0j7NvPB7Uw89Oc+groPbFdww4B574oUNtxk00jnGMGlBKnHy4oGLyff8aXnHCj86TkLj9KacdsmgBjk5OAfoRVeVhtJPFTux2ntVCZ+CDz7g0ARXcp+y7UG52dVXnjk8k+1WYMCMAcnuT396xLa4S5uPkP7sMRn19f5VuwoWUYBA7UAWQepHRck01h8uT15pyLkKBwB+tJKeCex4FAEludyn61MB1zVe0OVb8KsGvlcwVq8jvo/AhTyKbg55pQaWuOxqJRigUtUAhpPelNNY4oQEcr46HBqIyZKdjzUd1MI42cnAHH4nio7ZndiSAOcA+g/xrKT1NVHQuggD+lIRk4Hbr9aAD07/AMqUjaMDqaaZJGeo+tcHdrsvJ1AxiRhj8a7xuGwO1cLqB/4mNz/11b+ddUPhPSy1++15FcDPHanZGO4/Gk7UlUeyBNOX27UzHOKcOKAY7NITTScCm7qBWBmA71Gzc0rnPWoJHCqWJwAMk0zWKIbmTY6N6ZJ/CpIHyik88ViRXZ1BwxR1jViFDDBY57j8O9bkKHAzxTkraM00cSwGz/U0d6AOPQfzpCeaghHoPgR/9BuE9JAfzArr+1cP4BkH+lR9/lb+Y/pXc9q+jwjvRifC5jHlxUg71zfjWfyfD0iZwZXVP1z/AErpK4X4hXYX7FaA8ktIw9ug/rXRLY8yvK1Ns4ck/eA5HX6UjfIxPbv9KVDg4PRuKQj+E8lf1FYHhsgm5GRwfWsDVHKqW7rzW7MdikdR79q5vViXKopILMFH4mhFQ3LunrstI/lH3Rz3/GtKBsZxg1SiiQKMhlbHIHSrkR6DGFHSgHqWUDdSentUy5GMmoFchcY4qRD6cc0EE5JK9s+tIqkNxmkUk9anVc9Op9aAE28UwoRnPSpsYBxSP0Axn3xQIiHU5ppOB6/jTiAMn86Y+PWgoiZj7YqN360rD349RULtjOKBoill+Yru5Nc5dB5dV3SRKoCbVOeW57n09q2pl80HnDdvasa4UpfICzMSpBJ6DkcChGsDe0xMLkAE+prWVCOmfrWbpxwgHatYN8vAoMXuRSYAIHQfzq94ekCa1bH/AGsfnxWe4z34H86l06Qw30LgkbXU5/GhbmlJ2kmemEbs88e1DNgDHGO1KSpUkE5pgGTz2rpPdWw/72Cefc0pQZ65NCMMHIPpmhnOMDgfWgAYnaAM9cHjNRsdoOVFOJJXGD9RUT8nnOPWgZGz5JOeOnFZlzIRuyC3sOtX2AB4I59Kz5xlj6DrigDM03D3UoKBQJWyAe3FdPCd2CBXKac5/tW75yGcFPwAB/UV1dt1yexNAFnG5Qo4wcVDLhiF7LxUucHg9RULZJ49KAFtD85HqOKtmqNucTKcdcirxr53NIWq37nZQd4gKWkHrQT2rzDoAUtIKWmAhqCZ9ox61OTVSfk0mOKMnVnV4ogWKsJkZT2znv8AgTWjaJ8g7DtVG9TKxkKrEOpAPTitK2PyjmsnqbvSJYACimngFu56U7rSHlsnoP51aMSJhtwO/U1w2qKE1W6Az98n8+a7hjkk1xuvR7NWkb++qsPyx/Suim9D0MtdqrXkUB0xQeMU0UtWe51FPHBoz2xzSUm7vigBGPHQU0k84zTjzx0pp4BoKREXJHFVJ2cqyhRz1JqwxOSRUTnI6ULc2SMqwQRzSp3EjH655reiwVGaxLbK3jE/xDd+prZiPFVN6g17tiwentUZ60/+CozUGcTq/A1xs1d4j0lQ/mpH/wBevRj0ryLw3cfZ9fs3JwPM2n/gQx/WvXuor3cunelbsfIZ1T5cRfuhegryrxbdi71+4UNuWLbEAT0IHOPxJr1TqK848caXbW11bT2sYjkuS5kxnBIxzjseTXbPY8DEUp1Y8sDkcFG4OR6Hg/nUm5XxyVb3prwyw4MiMoPRux/GkLbl659sVjc8ecJQdpKxXuuFI7VzV0VN1GD0BJ/HHFdNKilD1H0Nc/OiG+25JCgMeOnIFAU9zWiw8YJwTjNSo44Bx68VUTeh284HUVZRScEjigVywnUcYqcHjiqqttAx09KsIx6kge4oJJh+OalBwKiUZ7HHvTwvbgUASB+McUxm64INKABSdvegBhJx7n0qNuWNSFc9aj24Y84oGQsDUEgz1/WrrjjsarSL68UDRnyqUGfWsi5R5byMqpYRqzNjsvAz+oranHy9Pwq3oelm9h1V1QGQ2xiTPTc3zf8AsoprU3pR5nYq2B+RetbKsNgrFs43ESsWHTOOtacedvLE/Tikcz3HOV6fz/wpsaMXDDj608lRwMU5cE5HJFBpCLb0PSbRvNtYpCfvIrcd+KkGO+PxGapaMWbR7UsOduPwycVeYgYIxx6cV0LY9yN+VXGAkgjA4qQJ8uSc00KSwycfWnN7n8TTKI3BHTgelQ9M55qVwCODnFQN8pIHegCOQ7V9fYCs+4OFPb2q47jp+uKqSru69qQzKtI2TUQQMhQxY+hJGK6aBiAT61kW0DOtwy8sXVcnjoCSP1FasCOigMhBznqKUZXv5A1YvAbvaoZBjBHalD4POPoTTS6vkE5z6f41QiJG2sD6GtKqQUKMBFGO55q1GSYwc5rxs2h7sZHTh3q0Pox3pR0pK8Q6xKD0ozQelIY3tVaX71Tk4qvJy1DLiVZ1DAk9FUk/yqxaD90M9agmGbacg4JUgH04qTTHMtjE7k72QbvrjmskjST90vAZFBX5cCgHilzxWiMSLy8npj61znim2O23nGMKSjcevI/ka6Ge6htU3zypGvq7Yz9B3rntX1uyurN4Yt8hbgHZtAI5B5ropxe9jowspKsnE5yl4GKaTRVH0oo9KTpS84PvTcYP+FA0BNMd8cU48rUbigqKGGoZBwamI4qJ+lJG0WVTAw2T8CNn8oH3ADEfkR+tXos4FaVtpxuvBV3OoBe2u/N6ZO3aAf0OfwrOTYQD8tb1afLZ90ctHEe05o9nYsD7vNMIJPAz9KAV9qcH59qyNb2FhDpIjqcMrBgfQjkV7PbMXt42JySoNeNIcnj9Oa9c0kyf2VbeaNr+UuQfXFeplt02j5nPWpOLNCuI8fruk031zJ/7LXb5rgfGkom161gBz5URJHoWP+Ar0qvwni0P4iK9iiyQ7GVWUjkMMiornQLCcFkVoG65Q8fkasWwCxDocDtRLcqneuVOx0VaMKmklc5jUNDntgWSaORR65U1yLAi8lUjBb5P8a77Vrg/ZnYnACk1xTwFNXMDZ3Iqu31ZQx/Vq0i2zx8XhaVFc0S3FHnDEdBk8d6lTIwBSwONxTp3/CpwgJJA/GmeQxqryM1MEGTgk0BKcFxwT+FMQ9Rg9eKeR+dNB64pxJJAoEKOnTJ/lRtxzxQBx7+lPAx2oAjcYHFRNyvTFTP0qBiBx2oGRFjtOetQOx9alb5gQeKrPwT1oGiGU+tdR4OVVsbgsRuafv6BR/jXKODuHpXYeGYNmlRuAP3kjHn0BA/pVQ3O3CL3zBgsLh7qe3ijbKSMvPGOTjk+2K3LbwzcOoM1zHGO4ALH/CpJlFtr0o/hlVZB+WD+orcjlG1azlKzselSy+k/elqZZ0G1gUkmSVsZyTgfkKozxRwtiNFUZ7CuhnO5TisK9BXLHp2rGTPRpUKdNe6jqdGbdpNtxk7SM/iavEHoCePes/QCX0O3I+XG5fr8xrRPC4PUdq74/CjiqfEw2lBnqOtIR06cc0oYDOV5xxR905I/GqII3OR/hVR3CseDnpmrUpPPP51SlBIzQMYx5PTA9qrNyf8A61WQGyOARUEowSMD8qQElhHvgmUnlnP4cDFSRzIFADqWHBBYcHvTbAEIw7bvT2qtehbO/DgYWYbuP73f+h/GvLp1+SvKHc6/Zc8EzSBXBwvv0xVee6kjB2BB7nnFMScN/F1qKfLDiuqVWTLhQj1Mq71G9+YC4ZQP7ihf6V19oS9jAx5JjUn64FcPfjaeBx0rs9IcPpFowHWJf0GK8zHtygr9zVxitkXKKKO1eSAd6Q9KWkJ4pARk4qtIfmJ9Kneqsp+U+p4oNENcf6G/qyk/nVDT9WiIMSo5C/Lngcjg8fWtKZcWrgf3a5K2fGp3K9Nsp/I//qrfD04yTTN4U+eLfY64XmRkIB9TVe5u5gGw+0ewwfzqBH+TtSTnK+tepDDUoq6RzdTEvSWZnYlmzyWOTWZKOK1LscGstyGVj3D/ANKK8UqbsduBdqyGDnr1pSDxnpQKU8Y5OK8w+hEBGeelHB5oC9TR9KYB2NQv1qU8HFROeeaCojW4H0qJzxipGIxUbHnmmaI7v4exifRr6Bx8rSkEeoKgVz9locDs8MzyJJCzRsBg8qSO/wBK6X4cj/RL3/rsP/QRVbXIv7M8SSt0iuVEq+m7o36gH8a9f2anQi2tj5WVadPGVIxdrkcHhqwX7zTPxnBYAfoKkk0yxgXMdsgb1PzH9asQXIbGG4IxTpzleO9JU4JaIznXqyfvSZhXJCEgKAPavSdLfzNMtHzndCpz68CvNdRGMEV6B4bbzPD1gx6+UB+WRXThd2cWL1SbNYnC15VNcnUtau7wHdG8hCZ/urwP0FelajL5GmXU39yF249ga8t0ohYUJ64FaV3sjPDLVs2S+yPkdBWfK5Z1AB+Y1clcMoIGcVmxuzTEH+H7tc50Mq6tGZVjgB5mdY/++mC/1rn78ifX9TuEyqtdSKhHHyqxA/QCtrULjyL2zdj925jY574YH+lYlumIVZslmy5+p5NaQ0R42aS2Q6MkMBnkd6vRnP8AWqag5LCrMZ4qzxWWu3FHQcD86Acjg0vA7ZoEBJPbilBO7kDFJxjilA7YzQIfuFODegzTCSTx0FIWGSMfWgQrHPYc1A/ynoKkJJbPao5c7u9AyBznOKhcZU4H4mpH9CfwFNbBznP4UFIgKDk5HArudHg8rR7FOATHuP1OT/WuIOFQjueMV6HBsktrbyiDH5alfptGK0pnfgVeTZma9FthtbtfvI/lsfVW6fqP1pLW7O0AmrutxZ0K5/vKocZ9mB/xrGR1WFGz6DrWVZWke7Qd4m5v3r1BrM1BMRHjI71Ja3QZto5xxReZZSQrYH5Vgzribnhl9+hxgHG12U/nn+tanTnJB+tc74UuP3d1bE8qwcZ7A8H+Qrot3bIz3rupu8UeZWVpsRSST1ApHAyMnmgcZxgmlcc5JBHpVmZE46Dt61XYZbG3P1NTuwOecewNQqMt6++aBiAArwBn1qpLkseQRir7/d44rPlALYGeexHShgiewG5WyOd1JrcHmaeJB96Fgw+h4P8An2qTThl3U9eDVjUoy+mXSjqYmI/LNfO4m8MVc76L9xHNRSsjAHvVxZBIuRjpyKyJnKwiQnAxVuyJ8oMTk4r0jYr38YYNgkEfrXSeHX36HAO6bkP4Mf8AGsK6QMpYE+h5zWl4Vcm3uo85CyBh+I/+tXFjFemEtjfFKeaSlryBCChqBQ3SgOpXfpVZhukUe9WJDgVCgy+aTLQ6cfuG+lcK8gTV7nbzl2wR6j/9Vd5MC0ZUDJPFeeu4TUndgSqzEnHUjd71vQdj0cFHmU15G/Bc7kHpVovuXJ/Ssq2x9nz/AHSR+VTxzjcBur2IvQ4JRsxt2uEORWIRgNgg/MP61v3OGQ4P51iSABmA6Htj0pVleDNsI7VYsjB5pSc0gPpSnjgV5J9IIDz3pehpBxk0YznNAxpbrUTHmpTz2qN8DimXEYThaiJzjIp5pnVgKCz0P4c/8eV9/wBdh/6CKueObYSaVFdKBut5lyf9lvlP64/Kqnw5QiwvH9Z8fko/xrf8Tw/aPDd+mMkRMw+q/MP5V9BQV6CXkfD4ydsbJ+ZwdvM0e3PINakUwlXt05Fc+zstqshOAP5Yq9pZYwh2bJ61yJnZUh1F1FA2cEjjr2rsPBs3m6BGneF2Qj8cj9DXK3SI8ZOAcdTW74G3i3vVyNgkXb9cc/0row7tKxxYlXpnQ61/yA7/AP695P8A0E15dpq4iVsgkjjNej+J5jb+GdSkBwfIYA/UYrzXSCREPm4xita+6MsLszTZsKQc569cmsyV9k+8HAPXFahA2kEcemMZrLulXk96wOiRkay/nTW6A53OP0BP9Kh28YHQDC1Xu3EmqwIMkKGY+2Bj+tWBwvX73T6VrHY+dzKd6qQqbiuBwPSpEU7exFMRSADzg+1ShcHBqkeYyVSVA96eDnr0qMbu5pxXuM/nTJHDpyKkHIGTx6VEo3E1OoBx2oAAo7Dj0prrhsnODxipRn1pjfTigQm3Hbj0qJhnpwal4C81A7gGgCF0xTGXAJGakLknPWmOeD6UFFW5cpCxGcgE8V3PhqXz9FgUknyt0X0weP0IrhJsMpUnrj+ddb4Kl3xXkBYZV1cD6rg/yFXTep3YR8srdzpL2ITaVdR/NhoWAJH+ya42CaM6cH6EAdeua7W74sLkrwfKf/0E151Cxdo4x0Cg4qa/Q93Dvc2dOO1dzjk8mrksq/dIJBHBHNR20eIgMj05ps/7pQSCM8YzXMdqLnhgZ1W4IxjyuT/wIV1RwO4rmfCqq1xeyAk8KuPTJJrpc4z8o/Guyj8CPPxHxsQHPQA4oIHT8xSjAOAOT701hwSfzzmtTAjYfNk5x2xQoUDJP504Lx0zn1NIQeRigYx8beDWeRmQ4+atCTleecVQPLleQKAH2Lbb4L0DBh/X+laU/wDx7Tf7jfyNY8T7LuMjkBwPz4rQ1VzDpF2+SCsLcj6YrwsfD9/F9zsoP3bHECVpVjgJyFxk+tacaFEAB4x3rK05C0m4+oxW4i/KAfyPT/61dh0opy/dPJUnqM9a1/CfNtdOVK5lA/If/XrFvpAmTjB9a2vCGW0qVz0adsfgBXLi9KTCWx0FLSUZrxiQFI3Slpr9KBorynimRrg5pZOWxTwOlBYSfd/CvN5/+PmY/wC238zXpEpCpz615zdjF3Mo6B2x+ZrSmj1MsesjTtCjRyLnkEnHpmi2+aVnI47fSqgfbuQcEnFaNsgEY4FevDZHDU0kyZ5UUYJ4PQnoax7nYJjj3NaUgKAsScDggisu4I85iG/hzgirqfCxUFepFeZCOKccYplO9q8g+oFBAFHagCkPWgQHqTUMnWpajkoLjuQk+9MH3s/rTifaoi2KaND0z4dAf2LOR3nOfyFdLq+P7HvM/wDPB/8A0E1y/wANiTo9yD2nP/oK10PiGUQ6BfyE9Ldx+YwP519HQ/gL0Pg8Yv8Aa5ep5NG7ukdsCSOCff2rfgiMcS4OPrWHpcJaUOfYCukQFFwe471xHo1HbRFOckKf4W7gHg103gbBsbw4xmb/ANlFcrqMncEZA9a6vwEhGiyysMeZOxH0AA/nmujDr3zixL/dl3xr/wAijqHGflXj/gQrzvTlUIp29uBXonjFGfwnqAQZIjDfgCCf0FecaYxEI3YJP5VeI3M8L8LNnAMfQgflmsu/YeWWB681pk7l7HtWJqsuyMgHisEbSOetP3+pXDdlCrn25J/kKuSEMxI4HQDtiqWjqHtZ5w43S3DAD0VVUA/mWH4VddRnHNdCVj5XHyvXZLGeBnBFOKg9OtRKwGQOKlDDmg4xQ5I6cCgPnj9aCnAINIG54piJlyo/xp4Y54pgxxjP5UF8cHtQBOH6c9aC2TgnFQiQ9zz04oBC5wevWgSHFsHAPeoHO4cYz705j3pncH+VAEZBAxjmmuBjvzTz1pj5IHGKCkVJATIO/Nbng+fy9dkhPSWEj8VOf8axH++PrV/QXMXiWz/2nC/gwI/rTjudFKVppnf6rKkOiXr8ZEDcj1Ix/WuC0yPe270BArsPFbmPw7cY43Min3yw/wAK5rR0xbxkjrk5/GlXep9JhkbS7UUHOM/lVO/chTgEjHbmrDHYgU5Ppj0rKvX+XCuNpGR71zHajo/By7rG6kDctMBz7L6/jXQlsZ5/SsfwvbtHoUbHGZXaTAHYnH9K21TrnjjpXfTVoo8uq7zbEDDJx+dNY+4pzEjgH2qJmx0bJqzMCT2wB60AluAfxqIZ77evU1MjBB0FAEMvCHByTVYAFT0z7VanfepOAMVUDN07Y5oBFMv5cwbGNrBvyNXvEs3leH7plxllC8+5AqhKoDP6Yp/i2ULoaID/AKyVQPcAE/0FeVjo3qQOvD9TDsE2RqT2AP0rQdjkEdetV7VQsYI7gU+UqwbGQRxkdq0Z2IzNQfdnnB9cV13hiBodAtywOZC0nPueP0FcXc7ppRGMEuwX8ScV6VFGsEMcKcKihQPYDFcGOnaCj3FMdRRRmvLEApjnC08UyXpQC3K5GWzipAORSIMnNOXrQUQz8kCuD1ZQuqT4H3iG/Eiu7m4kridVUjWGBHDFcfTpWlLc9HL3ab9CKNN90R6Nz7VrRgJEG6cYPpWXZDc0jHu2a084Q8jB6V7FM4qjvJjLtsRnBP09KxN++RzktgD8Oav3jkJ8pGP88VmxA7XY8FmA6eg/+vRWdoM2wcb1oklL2FNpx6V5R9IAPB4pOrZNGetJmgBe9RSdak+lRvQVEhYZqIqQamIzTSuT9KaZZ6H8Nj/xKrtf+m+fzVau+Prj7P4XlQdZpEQfnu/pWX8ObhDFfQfxK6v9QwI/9lp3xMmxZafbj/lpMW/75GP/AGavfoy/2dM+KxMP9ua8znNNiKRLxkhFJrVdjxjrjNVbRQIUfttH6ipZSGVgRgEda5lsdFR3kZWpSBuGXBHIcYyDXpXha3Nt4bskbAZk3n/gRLfyNeZCNr2/htgMvM6x4zwcnFeyJGscaoowqgAD2FdeGjuzhxkrWiZ/iCITeH9QQnGbd/0UmvKNIdXhByPX1r2O6TzbaaMYyyMvPuK8V0iQp8gH3eP6U8R0Jwj3R0IcbOnAGa5jX5vLtXbviujlcJHjGOnSuS8TupiVN20MwUkckZOP61zrc3qPli2U9BhaOwVm/jG78+f61oE5Y+lJAEixH90AbQOg4qZgAewrpPjq0uabYipxwaUYUjJHpTowSw4p+zHJHbigyA9Oc/hTDyRSn6UjLwTnkUAPDkYwKbuOe2ajyeOQc+9KOuQc0CJVYkZOB9BTmdVBx1qMk7QMkf1ppzkc0DHbj60fjUYz6mpC+ehoENJOcfjUbA96lPHSoXG4YHXpQUiuQPMGetSWkotdZtbg4VY5VZvYBhn9KaQxIyvOearTtlyo79aFuaQdnc9B8b/JokacfNcKMjvgMayNJUfYl64GRmrHiWcz+HNFJYsZSrHPciP/AOvUGnNth49f1qaz1PqsLrC5akc4HIAx61j3OXm2IMlmAAHqeKv3cmFJwAOuKg0K3F7r1uDkrGTI2P8AZ5H64rKCvKx1SfLFs720jFraxQDG1EC/kMVLu5OBnjvTQoXr1px2kYGB9a9FHkN3Ywk5zkflimFs+h+lSEYPAz9BUZUk54H1FIBpOSOvt3pwJA55HvSg+hB/SjOOAMn6UARSnCkgYqAZJHPHoasPnuPpVZ2y+MfWgCrIMs+UPSsvXpzPpunDn5ZGVvqFGP0Nak7gI2T69s1y97JuuLdMnCoxx7kgf0rnrwUkn2OjDv37GpbMpt1BP8O3I9qiuZWUHB5x0p1uD9mTPXGf1qpfPwccGuQ9FIbo0LXviC1THyq3mMfZef54r0auR8F2zbbq8ccsREp9hyf6V1ua8nGT5p27GcndimjtSdqBXIIXtUUn3TUh4FRPQNAvC5oQdSaX+CjO1Sc0DuV5OZa47WuNUjPQhTz9CTXXq+92IrkteX/SwT0+cfpmtaHxHXhJcs/kyHTfuH8Kuu+FxjPPNUrE7F78jnFWLh/lyAM9/rXsQ2MJbmffEAnnrzVZRiNB7bvrn/62KS53STBFb7xGOaUn5jjp2+lY4qVopdz0ctp3m5dhRijIJAptKOxrgPcJMAUw9etLnI4pmeTSEh2etMIzTqac4oGiM+uKaOvPQilJqNmx3oRZ0ngC7+z+I2gP3bqMr/wJckfpmr/xFk8zWdPt+u2F3I/3iB/7LXPeF3aPxJp7J1M4H4FSD+lanjOfz/Fzp18mBE/PLf8Aswr2KE/9na8z5fFwX17mXYfaOBbIpH8O3/Cq93Myqx5BHp3qaEBIEUHkLn/GszUpfm+9jJ69qlGTWpt+CLE3evtdkfu7Zc9OCzcD9MmvTq53wbYCx8N2xZcSzDzn+rdP0xXRdq9KlHlieTXnzzbEIypFeH2CeXqE8ak7UkZR74YjNe4V4tOnkeJ9TjKhdtxJgDoBuJ/rUV1ojXCP3mjSnYbMcYPT3rmbu3N7qaoQCsMcty30RGYfrtremYlQTndtzzVTSIPPm8QTEZEOkyqPYsR/RTXPTV2a4l2psynQFFIPIpVlYgbue1PQgqBnnHSonQBuelbHx8ty7Fg9DTyN3TJqgjlT1zU6znGCTTIJiKYRmkLqeuaUFccdKBDcAdefrUZJB9BUpcgdOBUZcdxQBIDlfcUh9qhEi5ODj1pwegYHPqKcmcc5J9qA47Uof8D70AKcdxQMYPGaaTxQODnj8aBkDHbvY4CjpWeXy4J9zVm6k3tsXp3NU5DhmwP4TQaQR1usPjSPD0JznyCxB/3VH9aksSEhY+p5/KoNe41KwtRx9ms0BHoT/wDWAqxBhI1xwayq7n1uEjamiG/fgqDkjt61s+DrZUtp7vvKwRfovJ/U/pXNXbM82xTknhQO57V39hbJZWEFtgZjQBiO7dSfzzV4eN3cMVK0bdy6X4xgUAk56CmAYHA/IUuGPUMMe4rsPPFLHjLD8qYT+VAB3cZx9aCp9xSAXj0wKQ43ZLZ7UgDdNvTuRTwG64H+FADXIA4HFVJMAFyD+dWXX5c/niqkr4Q9h70AZ12zGFu5IrmZfn1JsdFVV/r/AFrqJmIjPJPPPFc1br5t5K+PleUnPtnH9KwrO0TpwyvO5qISkYGcFRmsq5Z5HKKu5mYKAO5PTFaE7+S2M5Xbx/hTvDNoLvW2mYEx267hn+8eB+XJ/CuGpLki2+h6GyudhptkunafBag52L8x/vMeSfzq3SZoNeFKTk7syFpaQe9FSAmaRuaUjijAzQCEPSopyREccVMeRVW5f5cCgogtySzn8KwdWtGnhvLsMoW16g9SWwoA/Wt6IhI2rnNTu2SwurdSMXM6BgR2Xc3+FdOESc9SlKUXeJStPvZHpxUt2+1OCMEcVFbLtGTwwqC/kwQMcH9K9WJb3KcYzM75I2jGM9zx/jTv5UiArEN33mbdnPboP6/nSmuHEzvO3Y9/L6XJSv3F60gJxRzR2rnO4XPWj8MUlFAhfwpppfrSE0hkbe9VpWHPP4VPKcdMYNVXXnLED2qojZreE5ETxJZFz8vnAZ9yGx+uKnurg6l4jv7vO5XuG2n/AGVO0fotYun3bWNx9sjUMYpFYLnuOn6kVsaPa+WiE/NjGfr616FJ/u+XzPBxcbVnPysaDuEiOMYHI+lZ1naPq2rWtihIWaT5jj7qryT+QqxqD+VIyjgcHHsetdN8PNJCQS6pKMvITHFnsoPJ/E8f8BrppQ5pHm1qnJTud0iKiBFAAAwAOwqSiivSPHE7V5F4gthH43vkzhXKyEDjgqCa9dryzxUrJ41uieA8cTD6Yx/MGsa3wnRhn75TuwFUtgk9vpRop+zeFfFN8VJyiQA49c5/9CFJfMVgYjjjIrpvBWnw3nhK9trmMGK5uJA3bcuFGR+X6VhRXvG2L1ptHnaMVIAJ6Dt7VK6h16jP0p2vRQ6Rrt1YSXKK0W3GTtyCoI4PsapJeIfuXETf8CBrXla3Pk6kJKTuhxdQcEc0qnIpTNvHIQ+4NIpVW+42PrRYzsxQfc1IHI96QMhx8h/OlDAHhD+dIQocYGc59qCqnuPrTge4RvzoJ9Y2H40CuM2bcN1FPG0jBAoLL/cbH4Um8d0egBAue/FI3tmgFMnIcfhRvj7MT9VoHcbk5qORyBz19akLJ2b9CKgdlLHJ+lA0Qn5QWPX6VFbILjUIITx5kqp+BYZ/SlldeQM/gKt+G4o7nxNZLIhaOMtM3YYVS2T+QprU6KMeaSRsagftXiK/lHAWXylHsoC/0NWrhQluGA2lODVfTkM5ku3BzM7SKP8AeYn+tPv5isbx8ZI4x3rmm7yPrqStFEnhyyN9rglZcx2y729N38I/Pn8K7sDmsPwtarb6SspHzTtuPrtHC/1/OtvKAj5yPau2lHlicFefNMf396acjpilLIcfMaQuvQL9DitTAblieTz60EY5J5pxbnhCfxoG84+Tj160hiDnkDNKAfT9KQ/KPmwv1OKie9t4zg3MCn3kUf1p2AJ2CryT09KzZHD/ACkEAdKZfavZKVze2565xIrH8gaoHWLDPN2o78Ief0oswuh19OUhfBwFUtyfas3ToCkCuwONvT1pJ9Qtr9QlrOkoc4YKeQvf/D8a0FASHJxnHSuXEPVI7sJHRsztTk/dpt+8CRXR+ErXyNJac5BuHLDP90cD+tcfdsXn2pyx4UH34xXpFpCLa0gt+8aKp+oGDXk46doKPc6ZvoTiijFA615RAv4UUUmcUABooJzSdBQAFsCqcvztmp5W5xUDdDQUitI2EIz1rk78mS5iQHldzH8cD+ldPdPthZvbiuZKGW+fHO0Bc/5+tdOFV5lx3JUTELAj5l5FZNwPPmSNT1IA5/OtiV1hjHHy7cVixjJkcjOPlX2z/wDW/nXrSajG5rSg6k1FdRx5ORwOw9qKdtOO9GxhzivJbu7s+oglFWQ3vS+lAU/5FOKnApFMjpM1LsPamlT9KQEZfFNL1Js5pCgpjIHckYNU5+FJ5J9qvuqL1cAVm3c8SKQi7mPc84/CqgDtYfYRNPOluBguwLZ7Adf6V2kUIt7chRwMEk9/WsTw1pkgQ3cmQzgbQey9f1rcu5cRbBwTx9a9GnGyPnMVU56lkZF35moXsUMQJkkZY1GOrMcV6/p9pFY2MFpCuI4kCr+Hf8a858FWX23xELhuUtVZ+nBY/KP5k/hXqOa9DDxsrni4ud5cq6DqKKK6TkCvLPFhLeMbkk/cjjUfTGf6mvUhXlvjRlXxY6gAFoELH1JyP6D8qxrfCdOF/iFO5jM9gzr1CkEeuK7fwJKknhO12/wu6n67j/jXJQIBAFJyDXQeBJFt1vdMz9yQzR+6tgH8iP1rKi/eN8VH3TjfiJk+LbhQFJMcR5HbH/1jXP29s7yjZsDgEjKA44rqfiOHh8Wxt5YKyWq8+uGYVg20KSzcOynB6969SCXKeNNalV9OfbuZx05wo60kdkQv+t5J4ySK3vsoEIYfePHJqIQoVOVGaq0WZOKMo2TYHzSKfVHJH4iqhEkLYeSUehJyDWzdRJtyCVxxkVkzSlGKOBIvv1pqnB9CXCPYQTu4XZMyt6EghvocUxL25E23zuN2CCgyKgKKzZic4Pb0qk0rrNndk/4dqTow7C9nDsdBHcSPbly6hhEzj5OMg49arT6hPE2AUbkD7nqQPX3rNOpIkcTfwtGd2M5ALNWdBI8gkuTKQzNtUHrgD+XFR7GHYr2EG9jdk1edA2HiLZIUbD/jTItS1JrpUmiswjdHRmz+VZtgJLi6UoN3PfnP0rpEgUzISgU9vl64pujDsT7GHYSWV0/ijY9gASaic3OzdsjA+hrSSH7zllyemAOKmEABJIDd81HsYdgVCHY5qUTlnGQu3GMLnNN0aKaXUJUlLMzIVXjheRz+Vat+N11KiOU3BT8igHp75rR8OaYLVWuJQTLL1DkkhR0rOtyQjotTswmHTnojXhQQQqO2MDHbise9YyTADndleK1L53i5JbHXB6VkDM9woztAQkn37frivOhHmkke5UahBssPr2t26LDbXdqsSDaqfZwSFHTknk+9Vz4l1uUEDUdso6DyEAP/AI7VK8tJQxZGGV/WsyWV432ygqc857/jXtRpxtsfPSnJvc1ZfE2uIhBvn3DuFUc/lTbTxXq7zRrJqdwdx6DbyMHPGPasu5dvLwx3A81RjjDTAF1AVWYZyckgr/7MKqUY22FGUmzY1DxXqbWqFL+4MjDbjzCMn14/GqP228d9kk8pkwCxMzHPH1461iwo73a5wwVivTgkHoPWrs4ZpPLDkk/ecnkseozSSXQp36m1EsE5ImdZW4GwsW/nVyztrdJJY44o489tgqppFskcgwoBB5OK12TybgEc9qbsRqOS2ROd6+5wBmlLhFGAAORnHao559jBcZJ4wamsLV523yY2E/KD0+tY1Kigrs3pUpVJWRPodj5Ns07hvNY5AOOF7VdnnILK3BPHFWUYRcDnH5VlX8m5tw+8DzXkznzSuz3KVNQjYLAxSeIIPNdEjWRSS5CjCjPf3xXoUciS8o6OPVGB/lXk0s4/eqWCmQBSMduD/MVS3oFCuMH+Fk4I+pFKplTxKUuaxw1sYozcUrnteDjoaMDvXiMupX9vGPK1G6QY42Tt/jS2vivWoC3/ABM7xh5TMN7lgDwOh+tc0sjqraSIjjYvoe28E0Yrw+Xxtr9xNFDFq08TZ+dwFwB+VTp458RI+xNRMm4/KXiRjj3+Ws3k1ddUWsXB9D2gge/5UMcKea8ssvFfiaUgtqEbA9AbVa1x4q1hVCsbdm7kxf4Gs3k+IXYaxdM7QrnvTWQFSOefauLPiTWH58+FM9AIB/Umll8QarFC7tcqWVC3+qXHAzR/ZFfyL+uUzd1JljiGc/T2FY1nGwVnccsdx9qzLDVdS1u73zTK1sn3wqKu49hn9a2p2McYC4ArSjhZUG1Lc6ac1NXRn6o424HQc1jSXkVsoV1lJ5YkLke38qvXs4fIA5LAVnXZBITcoPC4P0r0aOGjXupbGdXFywslKC1A6rbKuQJWxyQEyfyqs3iKwTkpcgD/AKZn/GqdxBhi44PNULt8ZBUbiByK3/sih3ZP+sGI7I3bfxDp9zKI42n3E4wY2FTya3YQxB5J2VSM5KNXD2zOl2pAyQWboegUn+lVHuXuAlvuwjNySO+ah5TR7s0WfV+yO/XXtMdQ4uHKnodrf4U/+1rRxlHkbPTCGuKbYjBli2pjCpxkjsa1bC/lEqqLdFXjHODTjlFHq2EuIK62SNuXVoYioaO4+boRCcfnTG1PdwttMf8AewtPaN9qOyZA9DzTH2Jk5bcRxk8U1lVBdyHn+Je1kRS3c+0kW6qRzyxP9KNK0y91W7SS5Pl2i8sEG0sf7o9vWrunWb39wMt+7X73rXWQQJboFCjgYA9KwrUqFL3YLU3o4vE11zVJ6diwYx9lCgfdGODisW7uGXeh5KoTz61pTORGcHHpWfZ2LatrdtbknEzhXx1C4yf0zXPFXdjRy5U2ztfAFl5GiPdMuGuHypP91eB+u412FQQwR28CQxIEjRQqqOAAOgqevTjHlVjxZy5pNi0UUVRIleTeL5TP40nRICFiijRpndEX7pfA3MC3H90GvOf+GjvF/wD0DdD/AO/Ev/x2sOT4w67LqdxqDafpn2icgvgThchdoyol2tx/eBqJx5lY1ozUJXPWLOS5vLpXhuIhp26KNXWNZDK7Fs7W81fRV4VjlqsaTe36RpqqbRJs823gNvIiMm4gK03KksuCQF+X3rxv/hbetNdR3Mum6VNNE6vG0iTHay/dOPMwcHkZzg80J8XdbjyyadpYlMXk+YVmJCb9+ADJtHIHQDoPSs402teptKupaX0PYPGD3mtJ4cvBJbq9xbTSTTRoXjVVXdtXzGjzk7VyxX1rMsbeV9U8gTQCIWxlzKhEkvAPyqu5QuCDnceDxmvLbv4p6re2VjZ3GlaS8FkkkcQ2Sg7X6jcJNw/Aiki+Kesw3QuI7DTFKwC3jQRyBY4wqqFUb+wVRznpXVGdlqcMo3Z6ykt62iz3u1ZRt/cKtuyxbjK0ar524h24yQqjA/CpHtmtlEc1wZJQ7Kd1q8GcHqAxPHoc815KnxX1iOIqmm6UrGEQbwk3yxhg21R5m1eQp+UA/KKSf4razNE0Y07S0DStMxCSsWkbGWJaQnoqj0GBjFUp2JcND0y9R5AQdygVjzoyAkjcuTyDXDj4pa4EZPsun4P/AEyf/wCLqBviPq7rh7TT2/7ZNz/49WiqxRm6UjtfMjO0hirAZ5FUpxmRgSDletcY/jbUHbcbSyB9kf8A+KqNvGN+3It7RT7I3/xVV7aIeykddqNupW1WHcVVdpJPBzzxj3J479aXAtrAA5LsNqA9Rk/e9v8A9dcg/jHUXABjtuAAPlbjH/AqibxVfuAGitzg5ztb0x61mqqSNHBnqPhyBGcuQQoGFz7VuztGkilmXA4ANeQQfEDVrcAR29mMDH3H/wDiqm/4WXrZIJhsjj1jb/4qq9rEj2cj1rzAcsVKovTjrTBM5YtkIh/M15Q/xK1mQ821gPpG/wD8VSN8R9XbH+jWAA7CN/8A4qpdRFKmz1q0sPPuvtUqKWG3bkdMVuDEagDO73rxSP4sa7GgRbTTcD/pm/8A8XXrmj3cmo6JYX0oVZbi3jlYIMAFlBOPbmvNr8zd5HrYfktyxC/lLqVPO4Y+lR2FuBbs7oGLPgZGeB/9fNLdnkE8EURTbLVQDgDt+JqsKvfuTjnanYZcQR7WxjccnHTNc5dXCTqsb4wCcEdVNbs11kcuCc5z1rmdailiZrqxK7XYGQFd20+o9jXqxZ4zQxogEILk4/u8VXDmOZxxjYwBJ6dP/r1XS/u9uzyImY+jkVk3ovHmEqThHBxjbwAfanN6DhozYM77yFVSOQDtAI9s0sKhpfmRsZwSRkVVtbW8uIFd5QhBIOw4Le59B7CtvTUMUWJF3KxJJx0+tNLsKUjS0jYpwXCkHOCK0ZWKMZDhgTx71VtrKNiHA2jPTPFTyozsFAGAOtTJiRFawSXV0rOMLnJA7D3rpABFGMDaOlVNMgZ4C5PVs/lwKllnRrhYg4LKQWA/hFeVXm5SPdwtJQp+bJ3+VcnnNZlwfmIz1Nasu1VODkHpWVdKpbO7B4/Guc6b6GVd2TzIJEXDEZBHescSskxSRDkZBxx+ldBI2+AxhyrquAM1z4uPNDFwGXJAz1Br3KXwI+cq/G/Ur3LqVJUnHpjtUMaI6XGU3ZVVznpnPA98qKuON0ZwoAHYVkR3sKzS26uC4KnBPTGfz61U9rEw3uLaWbQsHlG0beo6fh61Zt1ae8YoMDO0gDoPaqsbKC3zqpHJGf6Vr6VaOkIJwWYknHWkkOTub1msUQVSO3erJ3bTwAM+lVooyygPyaliQ7thJwD09qGSiwRhDyB6VA6Pd/6OjkFgVY9cA0s5WOMru5PXjpV3So1WLeRktznFc2IqckdDqw1H2k9di/aQJbwKiABR+ZPqaLqf93g/dpxJJ25/Cqt1ypHQ15Ld2e3FJKyMtULXJJBIX5gMdT2qjf27NNvBIAGSDWgSMscjqOv1qveIpVWI5zgkV62DVoXPGx0r1LHMOXLkJICQecNz+RqtOk20sSpLZHJ7VXu5RYau6TfLGw3IT3WpzdWUkbf6RGfX5h1rtTucVrFaBikz5YqVjPAJ55HpVeKKOOYsxwwJJHdiffpUF3qKW0pdMSqpIJB6A9fxqGC+W5kCpBM3qSAP1JrJ25jVX5TXyJbgM5C8YA7ACtFAgRCvzYwTgcVkJOAVIjfPuvT8a1bZ53QZUbTno3WtDNm/YTpJb7GbB7c81Ukkd7xYictnaP6VFBCeucYPB71p6RZG41ZZWO5Y/mx6t0Gaxqz5ItmtCHtJqKOj02zS2j2gHHUk9zVsuHlKgcDnFZPiXxLbaDbogXzJ2zsQcnjqaZ4d1y11aTEFyJZ2UFwFI2+2D29+9eNKMn7zPoIyivcRqzghTjoe1WvBuw+JV3HDLE+33PH9M1BdKyZ3AbR2FWPCGT4niIAAEb7vpj/HFKmvfQqz/ds9Oooor0TxwooooA+AKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK+kPCuP+EQ0kc5+xwnP/AAAfpXzfX0V4F/5Fuw/69o//AEWKxrLQ68I/eZdugGBJGOaZDMixrGVOMEgHuM9qkveq/U1Uuv8AjxX6f1ownxDx3wIq3UAmcmP+E4x0NZk8MkIYlQy5zgk5raP/AB+S/SqN59w/SvRR5FznJreF5TLG3lHOSByKoTKkV0sjSq6kYGeme2auT/638aytW/49JfpVvYEakT/ZwuDlD/OtOK9iQEoVO7qD61jj/jwX60W/T8aLisdVb3ZZcorDvjirPn71/wBW27oO3P0rPtfuD61rDrH/ANdP8axqO0WzejFSmky7d3v9naadgJkK4Uep6CuTtYdUh1e2kgvzIlxIGuAVBAHqD24GK6LWv9fa/wDXRf5Gs60/4/Iv+u6fzNedH4Wew4+8jsbvZFChPJxWEx8yPeThc4Fad/8Ad/4DWZJ/x6RVibPZmfczokm4Ekrx7VzmqWiS3W+IEIxLHBKlW7/41sXXWT6VR/il/wB2vZpr3T52fxMxHt5GVtlxMVXjG81nz2sMk8EAUqeWUjrn61vL/H9TWP8A8xO2+hrRohMuWtui3AjRDwdz55Leufauqs4QrBozkDoPSuftP+Qs31rorH/j5FNKxLZrom9TkfMKjeJMfxKVHWpIOq1JJ941mykZZDs2CS2WA5roEBhj3ngAY+lYkX+uj/31rW1b/kEzf9c2/rXn4rVo9fL17rZJaTCdpGDZX+E+tLcqGBqvpH/HvF/1yj/kanm+431FcbR3mROqrG/G48Hg9KzZrl4QEGQp7etaUv3m/Csm5/1Yr1MN/DR4eL/isztRWK/jUNGCQeCBkrXOzW7wTlJI12DgELXTP/x7vVG46fjXXHU5Tn3SOW4SMDAByQRU1qpRjsTJ5pJ/+Ptf941dtPu/nQlqVfQdAfPY4UK69BWlaxYYMv1ZPes2y/4+T9K1rT/j5FU9DNmxEgkXpyODxzWxp1uLXT3uXJViNxzwR6cGsy0/4+B9B/Oug8Rf8gOP/rlXnYuT0R6uXRSbZxk6JcefqcxLSs5VAeQqgDCj65zXTeEdKi077RdRwLGrkc55bAx/MmuYuf8AkGzf9dhXfWX/ACC4v9wVxVJO1j0oJW5ralbULtppTGpwWI3D0Fbvgm2eXVprlFxDChjLEdWbHA/LJ/Cuab/Wy/Vf/QK7zwD/AMi6v/XaT/0KiirzM8S7UjrKKKK7jygooooA/9k=",
"path": "002645.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002646
|
Men Tshirts
|
{
"bytes": "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",
"path": "002646.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002647
|
Men Tshirts
|
{
"bytes": "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",
"path": "002647.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002648
|
Men Tshirts
|
{
"bytes": "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",
"path": "002648.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002649
|
Men Tshirts
|
{
"bytes": "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",
"path": "002649.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002650
|
Men Tshirts
|
{
"bytes": "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",
"path": "002650.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002651
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAFBAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD0KloxRSGhDRQaKBhRRS0DEpp6U+mkcUCGNTTTz1pMUDbGUU7aKTFAhKw9U8XaPpUBkku45XDbfKiYM2e/FO8XahNpfha+u7fiVUCqfTcQM/rXz8qs0xaTO09880Aerv8AFe08wCLTpSoPzbpBnHsBUbfFCCY5g09tvq8n9MV5nJdRRkRHH+y69Qapfa3DmUEeYG5x0YeuKAPVv+FkL5hj+xLuxkfPwaLf4mxqCLjTzuB/5ZtnI9hXkss7ZIHKD5lz1HqKYL9hxnocg0AfRuka3Y67afaLGYSL0YHhlPoRWhivnfw54muNB1qO7iJMTfJMn99c/wAx1zX0DZXcV9aRXMLbo5EDKfrQBPRS4oxQUiNhzTCOamIqNhQMgNNNSMKYfrQA2g0uKSgBKKKQ0ADdKbQaKAOo7UdqXApDQTcQ0lKRSUDuLRtpRRQSJik6GnUhFAEZpKfimUFXCiilxQMaetJikmkjt4nmmdY40GWZjgAe5rzzxX8QoPJNpodwGk58y4A4Uf7PvQJnd3WoWdipa6uYoQBnMjAVinxvoLqdt4xwccRNz9K8Se+aSQzyvKz9dxXJ/Wqc+shvuZB9T1FBNz2yXx/pEbEL5z+4UD+tZ8nxM0tJBi3uGTu3H8s143LqEkwCtJiQcq4/iHpVXzzy6krnqAeM0Bc+g9J8a6Nq9z9nhuGjmJwqTLtLH2roq+WI7mSNgQzAg5BB5Feq+B/iNJdSxaZrPzMWCxXXp7P/AI0Bc9SpMU/FGBQURGmVMVpjLQBCwplSsKjIxQA0im4p9JQBGetIaeRzTcUARMKaRUrCmEUgOlpKdTe9MgKMUuDRigYmKXFGKdQAykNOI5pCKAIyKMU4ikxQMMU3FPxRjmgRw/xL1VLPw+tiY9zXj7ck9AuDn65xXi0rTTy+Tbx72PQL1r0n4wXSibTrUL821pSf0FWfhr4Zgi0j+1bmMNPckiPI+6g/xrOpPlVzSnDndjy+DwzrF4xZLSTA74pk/h7U7QMZLeRce1fSaafEE2iMYqjf6PBMh3KPyrn+sSOhYaPc+apUkjBVlIPSq2DnNe2X/hGzknYGFfm9qxbzwVaqCuxQapYhbMUsK+h5gPTqTX0N4Gglh8KWPmoyEx5Ct1xXiniDQ30e4SSPPlM3BHY1658OfEEms6K8Fyc3NqQhYfxKRwT+WK6YyUldHLKLi7M7MjFJTz0pMUwGEUwipDTD0oGRMKjIxUrCmEUAR0hFP201higBlIaU0hoAbRmg0lAzq6MUdhRQQNIpMU6jFAxBTqTFLQIKQjJpaQ0ARkYpMU5hTaADHuKKWkoA4b4nyuNFt4PnCyyEllOPujofXrXi7Tor7T/D1Ar3zx3ZLeeFrliu54R5kePXv+leA2GnzatrMNjEuTI+M+g7mk2lqxpN6IqXEollxFD179aE0jUJBvFtIV9dteyaV4DsLPYWQSuvTIrpl0WNIivlKBj0rneI7I6Y4bufOEltNAcSIykeoxUT/LkDpnivdNX8M2k6Fmi7elcdP4PgmJ2Q4APWiNfuDwr6HnPWtTQF361ax5OGcA471u3Hg8KrCMEEdKoeG9QHhzxIs9xaRziE4YMPmHup7GtoVIy2MZ0pQ3PobTxIunW4lJaQRgMT3OKs4qG0uIru0iuIXDxyKHVh3BqbFWShKQjinYpD0oAhaomqYimMKAIaKcR7UmKAExTSAKdSHpQBG1MNPIptAHRmkxTqKCAoxRRQMMUUtBFADaQ06kNADKMUppO9Awop1FAHlHxciQ3eltsG4o+T6gEV2/hSAQ+G9PTHSEEfjWH8UNMa70a3vogN9o53DPVG6/kQKmlutTtvCtgbFo4kFujNKx56dK562uh0UFZ3O0BCoTVC7kJ47mvMh4z8Rx3ggmkiWNuhAyT+ddHp+qajNEZ50EgHXC4rmasdcdTRuFYsTisW9LFhk596ztb8Zy2pKwouemMVz3/CYajcsB9hVh/sjFT7NvVFc6WjHeM4w2iZIyRICK0fg7HuTVZecgxj9DWT4huxeeGZJTGyEOoKsORXU/CKwe38P3d04wLif5fcKMZ/M12UNI2Zw4jWd0ehUhp1FbmAwjiozUrCozQMiamkVI1MoAZTH61IaY3WgCM009Keaa1ADDTacabSY+h1g6UUDpRTICilFFAxKWiigBKKWkNAhtIRzTzTaAG4oxTqMUAUNYjEmi3yEZBt5P8A0E1418N7ISeJfMwSUiYg17hcRCa3kibO10Kn8RivK/AdpLpPibVraWImSCIgKep54/MVnU2NaS1uemRQBOcU+dgFx2rgNX8U6/p105FmhTqqZGQPeobPxrq+oKBJaQqx6qBXGqbSud3NdnV3oDD5elYNyCitgY9atzav9ngDTx4bGTu4rkdQ8dRrOUNpvHqtRytvQvmUdy669RXnnilFg8QOVGA0YJ+tdbbeKLW9nEZhkiJ7sOK5bxmoOtqF5LRr0962o3U7HPXacT27wejJ4Q0lWGD9mStyqukWgs9Is7fn91Ai8+wFWyK7LnGNNN7U8jikxxTAiPWmEVIRimHpQAzFMNSUw9aVwGGmmnnrTTTAjPemVIaYaQHR0UUuKZAlKOtGKWgYUUUuKAGUU7FIaAGEUYoPFFABR2pcUUAZOpWsd3ZalHPgq6bEDduOP1NQajokF1p1vY5dY4VUDacHgYqxrNs0trIVycAuQO+BVy3kSezimzw6A/mK4ZX5mehFe6rHm994KQ6p9oAwDxwcY+g9a7nT9OW00x4SvylMYPar3loWBwOKjuL62igmJljPlj5lDDI9jSexrA8X1TTzb6wZirtDkgYP6VQi0aUZeNpPMLbt5HX2rrb68tJp5mjZGw/zoDnbWjBLbpApAHI9KSlZA4Ju5ymrWck/h2aJ/lcFWyfUEVt+CZLiz1y002FmNr9lLOCOPr+Zqv4kdpdOmSEEu+1QB7kVv/D7T5Y7ee8uCGkKiEN7A5I/UVdJu9jOrGKi2dnilxS7aK7TzxjComqZqhf+tAyN6jNPfrTaAG01hxTqaaAGGmNTzzSEUDIj0ptSMKYRzSuB1dLSYpaZAUUUCgYUYpcU7FAhtGKXFIetADaMUUUAFFFLQBWvGdY0CHBdwp+nesyHRYbXxLf6hGoHmwon48k/0rWuVJiyvVSCD6Vl6Q0n2y8hmYtIdjkenUf0FctVvmsd1FLkuczrnheS8FxL9okzIeFXjH0P045rP8LeGZLSYLIZDgY2tzn3Jr0eaKMrtxz3pkEMcRwiAH1rM2VjkvHlkW05DD/rBxgd68n+ySG0KRyok5flmXnHpXtPiuWD7MIn/wBZ1HPSuDit7Z71lddrnk+9SpWCULmFp8U8dwqyjzIzjBPJp99YSS+MLe5Kp5UcSyEP7Z4xXXm2tlT5FUN7Cua1O8ePxBFCibgYsMfTOaSm+a4nTTVmeo+GtY/tvRo7xl2vuZGA6ZBxWxWX4b0waV4esrQDDLGGf3Y8mtXFd0HpqcM7X0GMKaelSEUw1RBG1RNUrVE1ADaaadSEUARmmmnkc00igBrDiozUpHFRsKAOhpw6UlLTICiiigYYpaKKBiUhpaQ9KBDG60DrQRzQBzQA6iiigCOVN6EYrH0WfNk1o+BJbO0ZGc8A8fpW4a5W7I0nWLg/Ntn/AHw989f1FYVYdTpozadmad9qtrpyBp5VXP3VzyfoK8+8QagGt7ua1txGkrBpGVeSc9TU2p2Nxrniba07QpHGGUrgkiqWs2+n6bJtudUufMP8DEkfhisLHUtTlbSc2F45uUd0fktt5FdNY38N5bh4X4HBHcVzklnb3zSG3uJzn+I5x+tJpoWwnljR8kL83uaHG4czjudK8UuoXdtaQqzyNKCAPbmvS9HsP7O0qG3KqrAEsF9Sa8/8EQyXniRLjrHBGzMfcjAr089K2p07anNXq30Epp706mtW9zmYw1C9Stmom60xojIzTSMcU+mnqaAGmo2qQ1E3WgBtIaU0GgCM9KaetObpTDUgdZS4pKUdKYgApcUoopgJS0U7FAhuKQ049KSgBhpKWkoAMUtFFAAQCCCODWPK6WeuQu3SaIx7sehyP5mtisjxBEzW1vOD/qJgx9cEYNZTp31NqdTl0L7Edc1ga/e2clm9u8zFwQcRPgjHuKh1rVWg0W58pm8xUwCB61ydho+rfYvNkuIIAcFXZSxH1zXMdiZheJ9VuLqd41f5QBuUk8iotNvrcmFmkIl2hMMcnjpV/VLdE3mS7haYcFwRyK5a70248xZWlTyl5BRcfrTaTCXNHU7oSZ5Jo0WwGp+IvmTMQlUMwGcqByPYViWt45tIoy3zbcljXpngq38rw7FMyBXmdnJxyRnA5/CiFO7JqVbI6IjmjFKOlFdSOG9xhHNMYVIetMaqAhaozUpHJqNhQA2mmn4pjdaAIzSGlNIaAEqNutSVG3WgDoqKKKZAUUUUDFpKWkoAKQ9aWkNACUUtJQAUUUjusaF3YKoGSzHAH40BdLVle/vYtOspbqY/Kg4A6sewryqw1/UPF3i66tWmCrb27vCAMBTkcV0vi3V4r6IQWzFooySzDox6cVyvw1tVi13Vbh0xJ/q1PoOtZVJWizHD1Pa13FPRFmzumstekFwCk/QhvT2rS1HUdJmQm4VWcDvjIra1jRbbVY/3y4ZeVkXhlPsa871rwtc2rs6Xzup6ArziuVTTPXtJbDNQ12yjVkt4lXjHFc3avJPd4hyzGpzo+X/fys30GK1bK0jt1CxKFA/Wm5JLQXLKT1IbDxDeeD/EUZgcywyxr50R+6/J6emOxr3HTdQt9V02C+tW3QzLkZ6j1B9xXzv4nB/tSAjr5eP1rufAHiqHR4pbPUHf7PKQ6MBnY3Q8eh4rqpv3UebWly1bM9XPWmnvTLe6gvbdLm2lWWGQZV16GnmrKTT2GmoW6mpWqI9aBoZ3pp6mnmmHqaYxh6VE3U1KaibqaTAaabmnGmHqaAEY5phpTSUgOtpQKSnDpTELRRRQMKdTaKBMU0lFFAhtFKRRigAFFApaAExk4HWodS+ywF7K8kKs8W5gB0B4H41s6VZ+bL57j92nT3NcZ8RbOY+JtJnJYW8oMbYPVgcgfz/Kpm7RLpx5pWZyuvJc2ay2spK7v4/7y+tXrC7t5dLSGbBXbtOT1FburWcGoW/kzxh07eo+h7VwepaBqdjCVtJhLEPuhztZR6H1rjjJM7WmtiDU9E0G3lMyhBk5ODmuX1y6hlQRWxwg6ipbm2vmYiULu6ffqK10VpH3zycD+Ff8atOO7JlzPREmlR72h8xisKgeYw/hXvXrun+JdGNokVvIQkKhQuOQAPSvN7i3WPSZo4QqfIcYFVPBlldan4lt7YhvLX95Iw6bRTpz5mTUp2Wp7mpDIrryrDIPqDRUgQLGoUcAcVGa6Ucow9aY1PPWmN0pgMPWmNTjSUAM7VGetSGo260ARnqaQ0ppp60AFRtTz0qM9KGwOizS02nCmQFFFFAwpcUlLQAlIaWmuyohd2CqOSScAUCbS3A1HPPFbRGSeVIkHVnOBXO6p4tih3RWCeY3/PVx8v4Dqa4291G4vZS9zM0rf7R6fT0qXI4a2OhDSOp2eoeMLaEFLJPNfpvfhR/U1yd3q15qMxa4nZwOijhR+FZO/Oaltzy/0rNyPMqYqdR6s0JAGtjkdR0rN0K6/s7xC8LnbHdAbT6Ov+IrQLDHWsbUYPOORwQcqw6qR0NS9VY0wWI9lWUj0hLvcuHHNY+sOhQ4AJxxWdomqm8tjFKcXEYwwP8AF7iotTlbeVB5Oa42mnY+xhNTXMjBlg3OSeOaQskEbM5wAKn8iUguQSO+awL5p7uRkUHYD0FVFXKbsZtwx1PUnmP+rQYUVZAKgAdqkgs/Ity56saNvOK7ForI+WxdZzqsu6Zrep6RLvsruSPnlM5U/UHiu80j4jQT7YtUgMT/APPaIZX8R1H6152sJI6UiqQ2OhqkzOnXlDY91t7u3vIhLbTJLGf4kORTj0yK8Xsru5sJfNtZ3hf1Q11+m+O5EKx6jAHXvLGMH8R0/KqudtPGRluduelRtUVrqFrqMHm2kyyp3x1B9x2qQ9KpHZFpq6Gk1G3U1IeajPU0mMaaY1OJppNICM9aaWxTieaYTzQB2FOFNpcUxDqKQcCloAKXFJS0AxKKdSEZoEJRT0iklOI0Zz7CtGDSTnM78f3V/rQBmpG8jBUUsT6VpW+kMxzOwx/dU/1rSjiSFAsahVHYVKp5p2EOijSKJUQYVRgCsHxbpjalo7eUgaeBxNEPUr2/EZFdCKjkGQRQ43Vhxlyu55jFdrPArg5BFRXQDwN9K1Nf8P3NleNeafCZbaVi0sKDlG7svse4rm76UxqwJKHHKtwR+debKlKLselCpGaOa1WCMyjYvzd6ppBtFWrmZmkJVQarSu4Xpg1OppYp6tcrb2bRggu4x9BXoPw90E6Zoi3U6bbi6xIQRyF/hH9fxrkfDPho6/r6NcY+yW7B5tx+96KPUn+VewhNvGMY7YxiumhC2pyYip9kTp2quyYJxyKtYJoRQc/Wuo5SgetMbpWo1skg5HPqKqz2UiLlfnHt1oHcotSUp60hoAYajbrTyaYeuaAGEUw9aeaYetADGPFMzxT2PFM7UgOipwptOFUQFFFFAxaKKKAA8DOa4TxHq0tzdbEkP2UEhUHAJHc+tdXrVz9m018HDSfID/P9K8/vMPCw7jkfhUSZ5eYVmrQRQllJ61TduM1LI48sNng1WuCGuYoQe29qzPJsC881PFKkaNvdVyeMmolUYYg8DpTgoJzgZ9aASJHvrdeswI/2eazbvUjDtMcEj7/ulhtFXHwBUcyCWHa3OOQfSgqNlqU4JbhJluZP3bg5URnAHsfWrY1l5LgNOQV6Z24xVdz+5APUHmnTQQPpxYTL55O3y/x/P3oaT3PQw2LqQkrPQ6+FopdIYxhSWGAR71kX1pDplmgCqZpensO5qTwnhtLLysBFGSWJ6DFZHiDV8+ZeSLt42QofTt/jWFOHvanvYzE8tJKO7Of1HU47WYW3ll2HJINRw3hlPywyH6YrIgSW5uzJLlixySa6CCPaoxxXW0eHVjGPqPElwV+SAL/vmiOGXdvlcE+gFWADTsDFScrkIqUu2jPamlxnBNK5Jd03VbjSbsTW7/7yHow9DXpmm6jBqlklzAeDwynqp9DXj5bLFh0zW/4T1r7BqqwyNiC4wjZ7Hsf6VUWd+FquMuXoel9qibrUjH0qImrPVQ00xqVjTCaQDWph6ilY00nmgDs6UdKSjvTEOooooAWnU2nUAwrRstNMyiWXITsvrUOnWoubj5hlF5PvXQHCgADgUySOOJIV2xqFHtSMfSldqi3c07BcfmlU4NNBzRTESGdFOC4BHbNVZtQ258u3mkPsAv8AOpcCmMBjimBlXN3q85K28UVsCOHY72H9KtJE8sCx3kcM5xhtyZz+dTkUAkYGOvek9dxptHj/AIn0KXQtbLbf9BuWLQt/d9VP0/lVWy0eTWL1IIuAOWfso9TXretaKms6NdWc20mRcxN3Rx0P51ythYnRtMS0Uq13IA0zL3b0+grllQXPdbHZHE+5Z7mfqC2+kWH9m6apBZtzuTlicYzWjolxex2ipcFpuy7vvCpbXRC8xln5Y+orahs0iHyrWyjbQ5pyu7sSN025bIPoRT4kwBxyeTU3lj+6KULtIOKoi4oSnbOKfIMKrDp3px6UwKF1ZpOD0V/7w/rWNPE0LlXGD2966CQ46VSv4xKoX+JRkUhpmIaaaceCRTTSKGMajJpzUxqAGE00mnGmGkB0lOFNpRVEC0UUUDFpKM0hNAHOeKZ8eTFnopY1xlw+S5/2T/Kuk8USBtRI/uqB/n865aYguB2PFYyep89ipc1VmVG5Nrb8/fbFN3ZuLqbrl/KT8KhjciGw2jLI7rj3GcVbsrYMe5SPofVu9IyasTLHthA796DxxVhlqtL1oMyNzUZbHFITTSeaBojkG4H6VAGJNWjVQhskAZOaZrF2NK3vY7Hw/NGz7U81mkJ/u8ED8Sf0ri7y8n1e8JIPlg/KvYCrus3El1Ounwk7Iz+8I7t/9apLKyW3TplvWmkkd8qrUVKW4y1synJxmtGNNvHehVqXGKLnJKbluJikJpSeaYTQQKTiq5bMy+2T+lPd8dqqhv8ASG9kJpFxQ5XJhtx3kcn8KaZMSHB6Hgiq6TbZLcZ/1cJc0yFiRzTRuo21PZ9C1D+0dEtrknLlNr/7w4NXWbiuQ8A3W6xu7Yk/I4cewI5/lXWsc1Z69J3grjWPNNJ60E00nrSNBrGmihjSZ5pgdpS0lLQIcvSlpB0paYBTqbU9rH5tzEhHBYZoBm/p8H2e0RSBub5m+tTtS5wKiZuaaRDIWYnNMRt1LIcO+O2TTbRc26n2qgJlpaMUGgBDTD0pxJphPFMBrUg5pCTSA80AF3P5Fs7k9RtArKs9O3SNcz8u3QelXtRge48iFSAM7jmpUiKRojHJAxSsBCVCkgUmKdjBNIOtIYYpCKdTScUASRgPGyHr2quspNu4/jQ4NPWTYc1WuW23KyDhZgUPs3agCUDfKq+oBqhJJvdn9WNWYZhiOTP/ACzx+h/wrMgcG3B9eaTGivdIFk3D+KqrVdufmjyP4TVButIoY1Rk9acTTD3pXAaTTSaUmmE0AdMDSg0wGlBqiB+aM00GlzQMM0mc0uaaOfxoEcN4lf8A4mM5B+6f6Vy00p84rnqMiui1s7r+fPRmYVyE5YKRu+aJv/He9Yy3Pm6rvUbGHIkkCjG1y6/8CGP51sW6qtsiICEUbQfX3rBMymRQ5wM4Yj0P/wBeuh3Dy1CjC44FImT0IZOtVpD1qw1V5B1oIKzU0+tPYUxuhoGkMY1BM/lRSzY5UZ/HtUxqvcqz/JnCEDP50zWO5nWNsU+ZzudiSa1BFin/ACjHTijNO5U5uTuN20GnZppNBCYw9ajc4p7HFVpZAM0FpXGSv71V8zbKxJ6oac8haqd3Ls289jQjopxuRLIXcqP49q/gKuLxxVC2BA3dz/Krw+RMnk1djeZ1vga58rVpIScCZMD6jn/GvQjXkmhXRtNWtbjgBZRn6d69ZJoOzCyvGwhphNKWqPPWkdIGkHWg0A0AdtS03Ipc0xDgeKUHNNopgPrQ0lc3wPopNZoNa2iLumlf+6oH50CZsMcVCxzT5Gquz45qxEbnImI53LkfyNWYo9kKL0wKpxsPOePP+0v0P/160TxQIbimMaeTUbUANzUZ6U80wmmAw8mk6HrS008n0oAkcjeGPUCmPKp6MM0x8OeoIFIFjH8Az64oAbmkpSME470maQBTHPWlLcVDI2KQxHbtVWdjJBJEDyRuX/eHSnSSccVSkkJPFADFu8WGQeS0mAfToP501SI40QH+GqBnWS4NupJEZ3SEduc7fqT/ACq4u5mLNgE9h2pDQ58FG+lZpNaeMjHrxWY3FSyiMmmE9ac1MJ60gGsaZninE0w9KAOmpAwJI9KM0o6VZCFopKKBi0FgqMT0AzTSeahvJRHZzOeyH+VJkTdotnn+qybmZh/ezXOXoCXhbswyR7Gt28OVKmsO9wY1Y9VOPwrI+bbu7mNdAxuyDpjI+lbuk3n2uyGT88fyt/SsG7bK7u69Kj8PXIj1nyyzbZEPHbNO2ht7O8GdW3WoJOtTNleD1qGRgDyak5kV36VEx4p8kgJ4qu0gp2LSFJxUTsCRTWkyaYxzQVYmDAdqeCMVWU4p4agLExIIqNjSFxiq8kmO9MaQsj1TlfOaWWbiqzSZPWg3hEcWABJ7VjXd0J7glTlRwKu3spS3O3O5jtGKxFqkjuo01a5rW3O2rpOW9qpWnRavYpmUtyaJsMuK9kVi0aMeSVB/SvF1PYCvUvDksz6Hb/aGzIuRz1Azxn8KVzpwl9exqHmm9qD1pGOBQdoMeKbmkJpO9MDuAeKUGmr0p2aYh1FJS0ALXQaQmyy3EcuxP4Vz2a6qzTZZwqOyimhCvVSX7p/SrcnQ1SnbAqhFF5Nkqvk/Kf8A9dbUM6XEQkicMp4yK564kAJFN8N30r6jd2OVMUaK4G3kMxPf6CgR0pphp54zUbdKAGGmN3oY1GzUwEJpjHNIzVGWoAdmlB4qPNGaAJaYe9IGwKYz0ADNxVaR+DTnk96pTzYyM1Ixk0mO9ZepX66fYvcnk5Cov95jVpm3964TXtaTUNclsogQljlC2eGc4zx7dKllI2NDmaRndzlmbcx9SeprpI+a5fQhxXVRY20xBnms6cbJWX3rTxzWffDbKD6ioKKrGo2NKxqNjQAE009KCaTNAHTUopKM1ZA6ikzSFqBiE1S1WRY9LuGYZGzFWic0yeJJoGjkUMjDBB70pbEyi5LlXU85uSsmecVhXfCla7XVvDEwjMmnuH5z5TnB/A9/xrhtQiubWUx3EMkT+jrisVZni1cFVpP3kY1452t+VZ+lyMmtQsvBBq1euwQkHrVfR7eeW+a5CExw43sBwM5ArS2hpCNoM7ic7U3kgbulZ0rnPJ61bSE3Ox5XJGMgdqiMayXJwAVWszzUVGyBUD9auXAwx4qmwzVGsRmOaX8KUDmlxQVYZQTTScGkagdhS2BVdySalJ4qBzzQWkVZjioV5NTSrkGok70zeOwL/wAf9gMZzcx8evzCofFOmf2P4nvrPcCokLqQMfK3zD+eK0NKgF14i0qIgkG6QkD0Bz/Sui+KGjxmW11WNCJJG8qU54OBlf61adkd9BXgcNauAVHtWpawTXTbIYy7e1W9I0q0Mau6F2/2jXUW8McMeyNAq+gFY1KyitDop4Dnd5PQoafoyWpDzYeXt3C11mjMBFJH6HNZOeKv6U+Lhx6pXNTqOVTU9CVGFOlaJsk0wnNJSE12nEKaTPNNzSE4oA7sdKUUg6UoqhIWlpKKBj40MkqooyzEAV2AXagHoMVyVrcLa3UcrDIU5IrqYrmK5hDxMGX27UJq9iWna42U8cVl3TEVenJGSDWXcSttOQpOfpViMy4k+9Vrw6nlmWUDDS/Mx/l+lZ9xL5jFNgBY461q6UNsxRem2gRvFcL14qJzxUmAVB5qB85NAEDvzUTSU91aodppgIWpu6nEU2gA3UFqKjY4oAcXqJ5KjkfiqkkuDQA+acAVnu4z160TSGoEO41LKROCAjOeABmvLRObrWrm8KhBdKsyqOwIx/SvSr9mTTbkoPmETY/KuD/s6SPTdIuicL5AhYeh3Eg/rUFHQaJwBxXVQ4KisHR7eJFBLE10UW0D5Y/xY9apCY4IW7GqeqRBYEbqQ2M1fZpGGM4HoKq34QWLhyB6ZPU9qlgjDY1Ge9ONMJ60hiGjikNJQB1GaXNNzSbuasgUtTc0E5pKBijmiQfuW+lA60sn+pb6VM/hZUPiRSlk2xMT6VzuqyI6bJArLjkMM1f1W6MEfHeuK1LU/MfbnJrzE3fQ9NxTWpzXiBLZA2xFUn+6K0vB9pv8CeIbnHW6hwfZf/2q57WJ2YHvzXe+F7Q23whvJCMG5dpfw3qB/Ku+m7xPJxkEouyM6HJt1UdxT0QRRnuTyabAMRL9KkkPyUj5czbk47dapt1q3c9aqmqNIjaKMUUFkJPzUNyKR+Gpf4KBoZnmoJRzUp4NMk5AIplIgIyKhKgE1N0FRP8AexQbJm14Oj8zxZZnGQiu/wBMLXb+NLI33he6VVy8RWZQP9k8/pmuW8Aw7tcmlI4jgP4ZIFehzIJYmjblWGCPUU3sephvgPK9IlXy1wa6CIgjNcy9tJpOqTWb5/duVHuOx/KteG7wnJrjqI9elsavWp9ObbfKPUEVQikLjirdif8ATosnvWFPSaNai9xm/mkJpCaQnmvSR5lg3UhOTTc80hPIpiPQAOKWmBjjrSg1RI7NG6mk0mTQFxsjcVA15LbDdFIUYdwakl+6fasPUboR5z3rirtqR20IJw1LzeL763AEnlzD/aGD+YqGTx3EVxJYup/2XBH6iuRur9T0rLkuC56gClCtPa5boQ7Houjayms3cvl27xpEuSzEdSeBxXUaacXYHqDXKeD7JrXRRLIMPcN5n/Aeg/x/GunsyftkWD/FXdFu2p580lJ2OjUnbzzSYyOmKcp+UcU1j1FWQV5FyeKhKYqyRUUgxQBWao24qR+tRPTAbuqN+RTqQ4oArSDIqlKnNaLr1qvJFuNIDMYEHkcUKityODWg6xoPmxVZ3jJ+RPxNSykUr5vKs5mYcKpJH0FYNzH/AMUxbu5C+XGkrew6n+dbOtZbSbgL1KEfpVf7Oklh9lcfKYvLP0xipLRDpWoad5YIvYP+/grWbxBpVsuDdK59IwW/lXlNqjWsssEg+eNijfhxWisgxXPLENaWOhYdPqdhfeNogpSztXZv70vyj8hzXOS6xd6heRyXMmQrghF4UfhVBiD0pF4YH3zXPKtKTsdEaMYrQ7DOaQnrSA/KPpTc8V3rY4HuBNNzQTTc0COoz70U2nDpVmYoopKWgYoomYLEfegVHcn5F+tRUfusumrzSOa8QDMPFeZzS/8AExeMnB7DNena2cRM2M4B4ry7WIRDqVvdgfIzbX9jXnQVz1JaGTrZCnCnkmvaL6zWw+Hf2NBgRWcaY98rn+teMajGG1W0BHyNMufoSK918S8eHbkdBhR/48K74fCeTjfhZwES4iHHamTHCmpF+5ioZjwM1LPlepQnOT+FVu9TzH5jUA61RrEGxTSMilemg/LQUQTcGgH5KSemofloKQyR8ZpgYFMUs2Oajj70ykMfrSH5hT5RzTF+6abNEdp8PlGdQbv8g/nXb8Yrivh/zDqGOu9P5GuxLcUHrYf+GjjPHGm7Wi1SJfu4SX6dj/SuUhumeRV5wa9I8RYfw/fKf+eRNeb2NqzzKcE/SsKqSPQou50tmCY84q5bNsvYSem4UW8XlwAe1MX/AI+4/wDfH865F8Ssdb1gzoj1pKaxpMnPWvSPLFPem96CaQnmgDvweKXNMB4ozVEj80ZpopaAsQztgGuP153wcdq625zg/SuZ1eIvE5HUivOrP3z0qCtA8+kvH85kLdO1anhuxbW9ZitT/qh88pHZR1/PpWTq1qyzCVRgg4b3Fdr8LkQR6nIR8+6Nc+2Ca0ppNiqtpHoiqEQKowo4A9Knsz/psP8AvVB2qWy/4/Yv96u5Hms6gdMUjDmnUmRTJIyvFQyCrLkbarPyaYFR+pqJ/wClTyLg1A1MCInmmnrQ33qO9ADW6VE3SpHqBmPSkBVnbnmoNw7VM6FnNNMRXrUMpFK+USW5U9CRmoDgCrV0v7sD3qkxyKRZxXie1Nrq/wBoXhLhdxx/eHB/pWX9pCryTXZ6/Yi+0uVQMyxjzI/qO34ivNZ5XLLgkCuKqrM7aDujbhkaQjGcH1qyRt5qGxj3RKfap7gYXFc73Og6tWyi89hSE+9QWkvm2cT9yozUmeK9JbHlvcUmkz700mkzTEdVSg0lFaEsdRRRQIcKiuvuJ/vf0qTNQ3pxGn+9/Ss6vws0pfGjF1VQ0TgjtXnGu2+YZV6A8j6ivSb75kP0rhddjAR/pXBT3PSnqcbG7XupaZZKCZZLiNeP94V7b4vk8vQXAxhpkXPtk/4V5L4Mhik+IGmLKMhSzL/vBSRXo/jy62WVjAD/AKyYufoo/wDr13rY8fGy/ds5lSNtQTNwKdG2V61DOflzUM+Y6lCY5c01Rk0hOWJp6imaIjfrTO1PfrUZ6UxkEwJz9Kan3AKfJ0NQBsHFBothJj1qKM/NT5TkVED81MtEj801QBTjyKavXFNmiOp8CXPl6rd2pP8ArYg4H+6f8DXcsa8x8LXAt/GNmCcCVHj/ADGR/KvTX5NM9XD/AAGbrvzaJeD1jxXL6TaHAYjHrXS66+3S5F/vkJ+ZqhYxBIs1zV5Ho4ddSSUBU544qkD/AKQjDsw/nVq5fjFVYwTcRgf3hXGn7x2P4WdAen403vTj0pmea9RbHksQ0ncUpNN7imB346UUDpRTJFpc0lFAyrduA+31Wsa6XepGO1a16h8yM9iCKz5kIPIrzq/xno0H7hxWr2eSTW98OItkWpD/AGo/5NUWoQhkOaTwZcm01yS1P3LhCB/vDkf1q6EtbCrr3T0HtU+njN/F9TVUmreln/iYR/Q/yrvR5rR1APGKYQacB3pjEimSNYnFRsKceRTWORTAqyn5qgboalmPNQk8GmBEw703PNPaojnNAAzVWkbrUx5FUpd+44pMBCxHekOWHJNRb2J+bilyc8VLLiQXzCC0kmYZWNCxrPBDLkHIPQ1b1YPLpF2g6tE1ZGm3QutPik7gbW+o4qGyiy+NrfQ15vDaCbnAOTXokzfuZP8AdP8AKuS0y2yFbHHWubEPY68P1J7e28uIcdqq3fWtiUBYz24rGuDk4rjbuzstobthxYQ/7tTk8VDacWcX+4P5VKTxXpQ2PKluxCaTNBNJmqJOtopKWrExw6UUgNGaYh1V745jj/3v6VPkYqreHCR/7+P0rOr8LLpfGjOukylcZ4gj+Rh7V21xygrj9d/i+ledE9ORx3hZSvxA0o5/5bY/Q12/j2TdqdnFn7kJOPqf/rVxHg8/aPiJpgA6Ss35KxrtPHwC6zbsGyWgGR6YJr0l8KPBzB/u2YsR+Q4qO4P7s0Qn9yDUc7fJWbPnepUqUcLUS8nipcECmaEL9aiJp8h5qAtzTKSBqrsMHNSsfmqJjxQaIibnNM6GnnvTSM0y0G7ihetMxg08UywhuDaa/ps4ONk6En2z/wDXr2A+leI6i5R4pP7hB/KvZ4JhPbxTL92RFYfiM0z08N8Bk6++WtYx3csfwH/16lgXEQyOgqtrnN3Z/wDAv6VbY4gz04rirvU9bDqyKFwfmIz60WShrxM9uahc5Oas6aMzufRawpq8kb1HaDNUmmE0pppr00eWGaM8iik7imD2O/B4FLTR2p1MkUUUCigZXvP9Up9GFUJBuFaV4u62fA5AzWUJNy1wYhe+d2Gfu2My8UEHIrDhY2ur20wONsqk/TOD/Ouhuh8tc5e5WUMOxFZ0/iRvUV4s9OFXNK51CP6GqII2gjoRV/RudQB9FNeojyWdNnimNSZpCcc0yBMcVGehp3mU3O4GmBSnPaq+6rM6/NVU8UwFaompxOaYTQBGWxVd+SambrUD9TSYELxFhxUO10PNT7iDTgVbripZSKF++NOuD6Rt/KuU8Ov/AKLNHn7rA4/D/wCtW/4kuDBp0qR8lht4965jQAUml9GXFZs0Rr3snl2crd9pA+prOsYBHCpqzqz4tQv95wKWEBYR9K5MQ9kdeHWjZQv3wcVjv941fvm+frVADdIB6nArmW51PY6SFdlvGueij+VOPSl6CkJ4r047HlPcaaTNBNNzTEdhRSZpM1YrjqXNMyaMmgLkgqpqJItdw7ODVkE4qO7XfZyr/s5/KoqK8WVB++jMk+ZM+1cj4hOIpD7V1qndEPcVyPiYFIJK86O56Utjl/hxEZfHqOVyIoZW+nGP610XjqbPiILnOyBBj0zk1n/Cq3DeI9TuD0jtwv8A30w/wp3iuQTeKL3nO19v5ACvTaSij5/MX7jRVhb9ytRSnINIjYUCmuc1keEgiHNOc4FEQABqO4fsOlMogkbJzVYn5qmJyaifrTLQjGmGnHmmnrQWiM9aSnN1ptM0GHrQO1KcUU0Mr38e+34GcGvUPD8yz+HtPkXp5Kj8uP6V5lcN+5Ye1d14FlMnhpIyc+VK6D6Zz/Wq6Ho4V6WLuqoZNQtQBnCk/rUtywWLHtS3C+ZqYJ6IgA/nVe8fnFedXfvHu0F7qKJPNammxhYC/GWPX2rKwWYAdScVuovlRKg/hGKdCN3cnEytGw4000ZNITXacAUZ5pM0gPNDA9AHSlBpO1FUhDgwpc5plGaYDiMqR6jFYJUxSvGTnaxFbmaytRj8u5WUDiQYOPWubERvG50YedpWKs6B4z61z2oQnaSM5FdOE3JmsjUodoNccXZnc1dHXwSeZaxNnOUB/StXRub3/gJrntFn8/SYD3QbD+FdDow/fs3oP616kHdXPKmrSaOhpjtSq3FNYg1pYzGHnpTenemvuA+XrVcySdCtAh8xyM1Uc1K0hPUYqJsGmBGaaxwKVuKiYmgBGNRkZoZsUBqQELREnrikMSxxlmY1YwDzmqV/LtAUH8qllIwNbUzxsMDBrMsoDawwyFfvuV/StS6SR4/bvUOo/wChWmmJ/FLL0Ppg1LLRT1T5oYv+ug/kaeDtg/CkvfmWID+/n9KiuGxB1xXDiPiO/Dr3THu2JkNR2ieZeQr/ALXNJO+WNWdJjPnPL2AwPrWUI3ka1HaLNknFNzxQeaQnivQPLEJpM0jHikyaYHYZoyKjyaKskkzRTR0paAHg8U4/MpHrxUdO3Y6UnqgWjuZMS/KVPY4rlvFi5gYfWutI2zyr6NXLeKEJhcgcc15u0j1FrG5n/CmPDazLgcvGv6MawdTdn8QaoWOSLqTr/vGum+Fi7bTVm/6eUH/jtc3qUZj8QaqrDB+1Of1r0XsfPZkvdIFbincnmmd6eDxUHioeOBVeUjvT5XITjg1TdiT1oKSuOzgVE3Jpc8daTGaZaQhphOKeaiOCaCoiE5phPFOPFMPSmaCGndFpp60xnGMU0UkV7mXC7fXrXc+AH3aVdL2E2R+KivPbh812vw+vEFrfW5I3LiUe46VeyO/DKzOrAJmmf1OB+FZ07Es2a0MiK33N1x+tZbncck15VTWR9FTVopE1lFvn3nonP41qZqtYxeXbg935qxXZRhaJw15c0hD1pDQetJWpgFIOtLSZ5oA9AB4ozTR0ozVIQ7NGaaDS0wFzUF3D51uygZYfMv1qalzUyV1YadncyYWBjqtqEamEnFWpU8i5Zex+YfjTJlEiYP5V5slaVj1ISukyDwxNiS5tieBiQD9D/Su00k7Wc/SvPrSQ2OsxSZIR/wB249j0/Wu70l/9Ikj9ga78PK8TgxEbSudCrAjrTWJpqEYFPyvdhXScxHu4pjShQeM0+TAGQapNOMkGgBXuVY8riondD0alMintiomIJ4oEG4Z61G/tSMcGhWBoAgeo9xzVlkDZqFo8UARvIQuRWbO7FiWGavNnPNUJ5QXxjPNS0NFURzXlwsKKQueTWT4ruFbXrC1ib5LbavHqa6WO5isYJbiUgBFJrz2SeS81VbiUktJMG/WoloaQVzduTl0HvVK/k2xhauygfaD7CsnUnBYDPavPqv3j06C9wzXOT1rdsIPKs04+ZvmNY9vD59ykeOCfm+ldCDgdMVdCPUxxM7aCMcUwmnMc0w9a6jiEJozSE0maYHX0UlLViuOHSikBpaAHUU2jNAWKF4dt3/vKDWH4ghZ7JiBngmtvUD+/h+hrP1EBrGUH+7XnVdJs9Kk700ZPw2Xy9I1Ejqbs/oi1zPiAn/hKNRIXAMvQ/QV2HgaEW1pqEH/Tzv8AwKj/AArj/ihfmw8SWZhVdxtsycfe+Y4z+Vd0feijxsbSdRNIoYyakCnFYNt4ihbidTGf7w5FXl1zTyObgD6g0WZ4rw9VO1i5IhI61WeEAj56jfWNPxxcqfwNQHWNPH/LQ/gKLAqNTsWhGP74ppCj+MH8aqNrNi3G9vyqP+1LAn/WEf8AAaLFKjU7FxgP7w/OojtA+8PzqBtQsWHE6/lTDe2f/PZafKWqU10JyQaaSMVD9ssv+ey/rSfa7Q9J0p8rK9nPsTHpUElOM8JHEqf99Cq88sYGfMX86drFxhK+xTnYdK0PD13eW9zMLCIySyR7ThN2FyD0/CsiWVCflbNekeAdMNno8uozLhrg/J/uD/E5qKk+WNz0sNRcnYz5vFN9bSLDexqw7jbsar2n6raanOkccmx2P3H4NWtWggvopBPGGHUZHIrg4rSS11iOJs7S4Kkd+eK5oqFT1PSm6lJb3PXcBRtHQcCkpqklFLfewM5+lKTzXStFY5G7u4h60lFIaBCGiijuKAO8B4opo6UoqhD16UtNFOpgFLSUtAFS+jyiyAcp/Kqe7K5rUlUPGynuK56d2ViMkDpXDiI2lc78M7qxX1AAoWXr/Kt/RNUWW4tpN3zMpR/qKxmj3R57GobdGtrhZojhlOR6UqNTkepVek5rQ9UQ7h14NOMMIH7yUL9TXL2vikBFWe2IOMFkb/GtGDWtKch3LF2OP3owFrvVWMjglRmuhrvHGYz5Ugc9uaotazljlK1AIzErLHGQRkbTUDK4P3Gx6Bq0MjNMEgzwaaIm681p845jb8xUblO6OPpQIpGPjpUEoCLkCr7qv8O4fUVTuwoi+8eT6UAUmutp60G6HqKruqZz+8J/3KrvDKxyI5MfQUAW3uos9RWJdX9vDIxJ3N2UVZks5nGBFIfxxVRNCcyGR4UBPdyTSAxdRurq/ARVYR5ztHesyGzljvoBJhCXGF79a6+7C2FqzSyxRIqn5mwgH415nrni+2eUWmlOZrtztSWPorE9j3qJK5rBnbNIvnyAuu7cRgkZrFv5A0xx0Fc/eeE9RhtDLJdxNOwywJOSfrWLb6tfaVP9muslR/C5z+RrhlSUn7rO6NbkVpI9D0mLCySkdflWtA9KoaRfW99YRvbklV+VgeoNXmPFdEIcsbHLUlzyuIabnNB60GrMxD0ptKaSgDxX/hKfEP8A0HdT/wDAuT/Gj/hKfEIORr2qZ/6/JP8AGsmitTI1/wDhK/EZOf7f1XPr9sk/xoHivxGDka/qufX7ZJ/jWRRQBr/8JX4jGf8AioNV5/6fJP8AGgeKvEQGBr2qAen2yT/GsiigDVfxR4gkAD67qbAdM3chx+tNbxHrjjDazqLDpg3Tn+tZlFKyHdmnF4j1y3JMOs6jGW6lLpxn8jVW81G91GUS3t5cXMgG0PPKzkD0yTVaimIXcfU0ZPqaSigBcn1NGT6mkooAXJ9TRk+ppKKAFyfU0mT60UUAGT608dKZTwOBQAtJjJp2KuaXp8mp6jBZxA7pGAJHYdz+FJsaV3Y2/CHhdtZuhcXKlbGJvmP/AD0P90f1r1G4KxQeUihVUYCgcAVFbpb6dZw2cA2RxLtUf1qGdy+TmvPrVOZ2PWoUlCPmZdzkhhWhp1pHDaoSil2O4nGazpm+Y1vRqFhjA7KKeH3IxT0sLTT1p54ph611HBYQ0lKaSmAGm5560hPNJ3oA7wGnd6aOlKKpCH5pwNMpRTAfSZ96TNJQApasfUbf512jAOSa1e9QXcYeA+o5rGtDmibUZ8sjMiztCkcVJ5IXpUY+Xk9KlEgKkE156PSM+9keOF2jGWXkCsG98YWNhYymabdMBxGOpNdFdKFAJ6HrXhfiaylsNfuoZMkF9yE91PSumhFSepz16jhHQ6CP4peLYCRbas8EAOIoAqsiD0GRVuL4yeNYj/yEYJB/t2yGvPiaM16CPMbuemR/HHxfH/rBp8o/2rcj+RqzF8efES48zTdOf6Bx/WvKt1N3Z7UXEexx/H6+A/faBbt/1zuGH8waJ/ju0sQC+HwG97nI/wDQa8dFL2oA9Tb43ah/Bo1sv1mY/wBKgf426ychNNsl+rMa8yzmkzQB38/xh8UzZEbWcA/2Ic/zNYt38QPFV7kS6zcBT2jwg/SuazRmgCxc313fOXu7madvWWQt/Out+Hmiy3mrjUZI/wDRbXPLfxPjgD6ZzWR4X8OzeIdVECkpbxjfPLj7q+3ue1evRRWulaetpZxCKKIYUD+Z9TXPXqqKsjrw9Lmd+xU1Wcs20dBXA+KbaS4WJ4kZmV8fKuf5V2V45kUk9asaNAESWbu5wPoK5KHxnXX+Ai8K6e+m6DDHKCJZP3jZ7Z6D8sVrk5px5pldzPOEoNBNJmkAhpM0Ug60AeA0UUVqZBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFPHQUUUALXWfDz/kZ/8Atg/9KKKmWxpT+NHoFz/r1+ppJPumiivLluezEzJ/vGugT/Vr/uiiitsOcuK6Ct2pneiiuo4hD1pKKKYDD1NIOtFFAjvB0pRRRVIQ4UtFFMEFJRRSASmTf6h/900UVM/hZUPiRlD/AI9B/vVG3+qoorzUesiHUP8AUivJviL/AMhm1/69x/OiiurDfEcmK+E440UUV2nniHpTaKKBDx0pOxoooAbRRRQAUDqKKKAPUfhX/wAg7Vf+usf8jXU3f3H+tFFcGI+I9LCfCZM/3fwrT0v/AI8V/wB5qKKih8ZeI+AuHvTDRRXczzxppKKKQCUg60UUAf/Z",
"path": "002651.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002652
|
Men Tshirts
|
{
"bytes": "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",
"path": "002652.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002653
|
Men Tshirts
|
{
"bytes": "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",
"path": "002653.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002654
|
Men Tshirts
|
{
"bytes": "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",
"path": "002654.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002655
|
Men Tshirts
|
{
"bytes": "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",
"path": "002655.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002656
|
Men Tshirts
|
{
"bytes": "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",
"path": "002656.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002657
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAGWAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKAPMvEdo1t4lulX5VnUTIfqMH9QaoRSO1qSxPyZDYrrvGtoTbQakqAi2bEpxyEPf8AA/zrk7aWOPVGQ/6u4TeAex6VxVY2kd9Gd4lWK7knYxoNu0cgc1jX+i3sMpubGSSOT73y5xWt4m8MpqsAktppLW9g5imhYqfocda57RbrULVmsNXv5Ibhf9XcyMBFMuRxknhv9k88VKWlzblNay8RatsFtNaHzuF8zoOe9aEGlXMrLc6lvuZB8wQ8Ko/3f8auQWmsrE8kb20yq2NxPUeuelSXz3tlE73OpQoQpYJGu53PoF607BZPS5M87LD93B64FVbPVob1gEdGOcZU1kT2V9rdyIHvpxY8FkQbC3rux0FatroVnpciPZwpDHgDYvTPr+NS7FOLjuWHJDg9hyazrqYDDjGBzx7damubsJI45C+tYrXJvL1YEGNzc47KG+Y/j/WiCszCpLoe3QyCaFJFzhlDAEYNTVj6TqMD6RatJNGjbAvzuAcjitYMGGRXendHntq9h9FFFMAooooAKKKKACiiigAooooAKKKKACqGq2v23Sbu27yQsg+uKv0mKAPMtLvy0SbujIrHnoTW08ywQSSsflRdxNcpqNtJpmsXmno5URy7oyePlY7l/wAKu6RftcRPDPllYkj2FcU42Z6dKV4mHL4s1O6uprfT7UM5bCndgAepqS40yO5kafU70FnQKAp5U960pPC1jqsJkkSS3lJ/hcrk++KoHwpZwTHG6ObjkuSD/ShG8IqRRi0LREnWZpJW2YxGCAM1T1DS9D8uSYgw7jgPngH0rpZLK5MiDz7cABuBEPb/AArE1LSxPMDcSSXMudygtkA/7vSrNvZI425iitJkTTNUkmkzzEoY4Hrmu+0S/n/sTzbtssq9f51JpmhQ2MRZkXzX+Zj/AHfaqviT9xbYgOxly2B0NQ9TncVHYge+F+u8Mcq3zA+leseEYwnhm0cIU84GTB9z/hXiGlpLPOlvbqXnuTjHuflX+dfQljbCy0+3tVOVhjWMH6DFdFKNjhxE72RbooorU5QooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAhkiSWNo5FDIwIZT0IPWvKPEGlzaBfLbnJtXObSVjn3KH3Az9RXrlZHiHS4tX0S6tHADFd0bkfcccq351E48yLhNxdzjbW5W5t0ODgisy+04SyPtRTn78ZHDVk6Hq5R/stywSUtjbnof8K6kLHcx5z8w7iuLWJ6VOp1RkWunpDGY0jeNDyUQkKf8AgI4rQhskKgbEDDq5OTSy2TTjAldcd81NZaaIGLNJuJz1q+Y0dRliGKKFdkY4PU92p1ywIx6c1ICq9wPSsHWtXSyh2nHmN0FZ2bMpStqzF1WcRxyNuGKTwzbvcq+oSf8ALT5Ygey+v4/0rFZJvEN99hiP+jB/38nT/gP6c16BbWqWtqsYUAAbVHoKt6KxhFczuYniGwkuYbe4t8GW2l8zYf41/iH1xz+FaegeK7jS1jR2NxaH+EnlP93/AAp14QkJJ9DXNJ8kUY/2RWtCT2PBzeTozjODsz2+0vIb22S4t3DxuMgirNeS+Hdfm0W4+bdJav8AfT09x7+1ekQa7plwgeO9tyD6yAGuk0wuMhWjd6M06WolkVlBVgQemDUmaDsTuLRRRQMKKKKACiiigAooooAKKKKAPPPiVYSx29trVrHva3zFOo6mPqG/4C3P41yHhbVIirnfucnl+3PpXr2sAG1VSAQXAIPToa8Z8S6DN4Xu5NT02Nm02Rw0sK/8sz7e1YVFdnbh3aJ6FZSC4hBUg1W1iC5e2ZoMMR6iue8L+K7e6tpM/JsHQ9WrcXxFA4JkdVwM49s4rKx0KXU8x1LWfEkF35KWuVBxwpNdF4aOqXZ8y9iVGXrxg11Ul/bzwh/KUqcH3NYd7qsFvLGiOEDDJX255popSb6mjdy/Z4SVBLe3X61yHibUIriEohO8/KeOQavXurwxwkvLnK9QelYGlaZJ4l1ETTeYLCFjlsnMnt9Pely2E2df8JtBe5vJteuclIvktwehJGN34CvY657wpFFDYPFCgREKqoHQADiugzXVHY82r8THUUUVRmFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFHagBvFc34w8TJ4W0U3hRZJXdY4o2PUk8n6AZ/St6WZIYmkkZVRQSzE8ACvB/H2uP4leZoi32aMFYEPf0b6k8/hSZz1q6pJd2V9Ys/8AS3miOyXdlHx05rR0DxJvJtrv5LleGQ9SPUetMUpf2MVwpz5kYOf+A1kXVomV8xeVPysvBX8a4m+jPVpu6UkehRX0Y+YkdCcD2p7atGqbSwII6Z7V5z5V7txDqEgHo6Bv1qpNYapOAGvd2eCRkUJIpyl2O71HxPa20DNLIp46DrXDyXN94iu3aPesLYHmbeQP9kf1otfDyyzq826Z/VjXc6Rp0dqq7gM+gGKOZLYXK5bkmh6FBp1sFSMAA7vxrZfk/wA6nRMJyMcVE57/AJVJeiMPWnIg2Dq3H5//AFqxXxnrV7VbgSXRVTxHx9W7/lVBRnnn6V00o2R8ZnGJVWtZbIcTgD1qOSUbgr8jHOfWpCDnr0qo74nc9s4xWp5UZW2NCy1K8sn32V1LEfRG4P1HQ11+leP5BiPU4d3GPNiHP4rXA7VJztBzTgkfpgexoudVHGVaT0Z7Pb+JNJuceXfQ5PQMdv8AOtQSBhkEEeoNeDqSvIbHseat2urXlmwMEskZ/wCmbmnc9Gnm386PbwaDmvMbLx5ewnE7xygdpF2n8xXSWPjnTrkKJg8LH/ga/mKdzvp46jU62Or+tFZK+I9KZQwvYce55qaz1ayv2dba6ildPvKp5H1FB0qrB6JmjRRRQaCVGzLGpZiAqjJJ6CpK4H4n629hokdjAxE10fmwcfux1/Oqpwc5KKE3YvReKLPX7y8tLEF47Nl3Tfwsxz09qleBLiJo5EDI3DA9DXnfwmJZddz08+NRn12k16aqmsa6Uajijuor3UeWeIfAMltfS3ujTGBmwxi9T3xXH3d1rumzyJd2suSuGZV3D9K9/mt1kA3dqozWETqysuVPUVjc05TwiLxXdwR5/i7bs1nS39/e3CuiySs3QICa9yufD1mwJNtGVzn7oqsNNt7c/uoUT6DFPnt0H7NvqeeaP4OvtRkik1WRo4c5aEHnH+1XpNpaR21ukMSKqr0AFOggVelWxGAKzbuWo2HP4ssfCy2Yv0f7PezGMyrz5WB1I9Peu4jmjmiWWN1eJwCrKcgg968N+Kh2aDpTjqt8cn2KV1Hwg16S70qXS5nJ8j54cnovdfw4/Ou6nDmp8y6HnVtJnqNFFFIzCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAZS9qKydY8Q2GixhrqX94wykS8s30FBEpxgryehqk4rI1TxJpekqRdXK+YB/q0+Zvy7fjXnur+NNS1UvFbM1tbn+GI4Yj3b/CualbIOTkk5YnnNK55VfNIx0pq5v6/44utZ861gQW9ofvDqzj/AGj2HtXISLwR2qfYu9gOu0Hik2k5B60jyKuInUleTH6JL9nc2bkbGJeE/wA1/DrWrNZrKvTI9axfJz8pJHIIPuO9bNjdv8scw+b19a5qkLO59JleOU4ezk9UVDp7qflPFWoNOkfGVPPWtdIUlHVScZwasww+UcCsrHtKaexUttNK47fhW1a2yRAYHPrQigY71KH28AfhTtYq7ZKzcdaytVvhaQhU/wBfIMJ7D+9Vu9uvsllJcFclRwD6ngVxE9+19ezRmYS3CEebj+HjI+nFXTjzHj5pjHRhyQ3Y4ne2B93/ADmng4+tCgIPU0vA6/Wuo+Ncm3dgD34qoBuJPqSandyRgAc9KQJgcCkCIlO19vY1IRgikkHy/jmn/ewaChBRjIpSPqKBg8igA6cUEKewP1FOxzSgfp1oC4RLnqzYHbNaOnXkunXKzWrBHX0HDfWs+P7ozwTzUqHFPU0jUlF3R6hoXiSDVQIpMRXIHKZ4b3WugrxmGV4mWWNyhX5g4OMfjWze/Fe3tLJY4bU3V6BhmDYjB9c9/pWtOlOfwo+hwWKlVjae6PSJporeFpZXVI1GWZjgCvC/HWrjWdcklRiYFXbDn+6O/wCJyaq6r4y1nXiFvbgCBn4t4l2ov19fxrIvZjLIWPsK9XCYR03zS3OqdRPRHW/C10il1S2z+8aRZsH024/z9a9NQ14d4b1MaP4jtbtjiFv3Mv8Aut3/AAODXuMRDDI5B6GvLx9Hkqt9z0cNUvAewyKhdRU5OajYZrhOi5RnOxDxWa65Oa15gCnIqg0WDUM0TIoouM9KewwKnRPl5pkgwKCWzz/4p4PheMdWF1ER+Zrn/BWtPo1/HOkgRv8APFXvibfebdWOnKeVzM4Hp0FcdCfm5r28BTvTdzzsVL3j6ssNSttStkntpUkRlB4PT2NXc18y6Zr97p0gMFxJE6/Mkityv+I9jXpfh34uWUyw22uo1tMePtKDMRP+1/d/lUVsJKGsdUZRnc9Roqtb3UN3Cs1tNHLEwyrxtuB/EVODmuQsdRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAJSUGsvUte07S8C6u40c/wdW/Ic0EylGKvJmpUUkqRoWkYKoHJJwK43UPiBCqbdPgaRj0kl+Vfy6muK1PWb3VH33dw7gHIXoo+gpXR59fMqVP4dWdtr3jy3tg9vpm2eYcGU/cX6f3v5e9eeXNzcXty89xI0krnLMaiHNScJSbPDxGLqV3eW3YY54K9R3JpmOnTAp2OaeF4pHJcgRf9JJz1TH6mlkTBzUkjRwSI0jqgweWOBVWXUYCcQeZcP6Qpkf8AfRwKDRRb2Jm2hTn0z9KyRrPnXg8qZktUzjaOZCO/+7Us9tPqNuRcF4EDbmgRsgr2y3f6DinPYpLB5RO0qOGX+YoN4SjT9SSw8RQC6jlQPn0J6j0r0OxEV/bLc2zh427eh9D715kmgYn895A2F+VVG3H+fatnQdWn0C95y9tJxJGe/v8AWonC+p6eBzBUZ8rfus9ANuydeKYqIjFnbAAySa0fNhnt0mhYNHINysPSuP8AFWqtbwtaW7YkYfOR/CPT8awUbux9BXxUaVF1DA8VeLJpZhZ2S4cnCjqEHZj6t6Vz1joc0NyLuC+njuHOZCMNu+oPFXLTTQkplcZkbnnrWqg2/X1xXSo2Vj5CtjZzk33KpGpA4+1wSDGMvBz+hpfKv3GDexrn/nnbLn9TVwDJz0pw6Y7Uzk9o+xBBbyI5eS5lmY/38YH4AVYHC9KT0pc4FBDdxp5FLH0xSY7ZpycUAKR83tSgZ/8A1UjdOnNOT5gD7UALg5ob7p+mKACTx+f9aqXWo29ucBg7DvnjPp71tSozqO0Ub0cPOq/dRbJVF3OwVR/EelZ11rMcIxCNxHVn/oPT3OKzLu/kuGyCRjpn/PFUGyTk8n1NetQy+MdZ6nq0cDCnrLVli81O5us75CF/ujiqPepGFNxXfGCirJHarLRE8XGw9sZp7tmmJ/CP9mnEYq7CGMu5Ster+Atf/tDShY3D/wClWo2nJ5ZexrypeDV7TNQl0vUY7yE4KH5h/eX0rhx2H9rT03R04epyyPdwQTntTWNZemaimo2MdxCRtYc4NWnkfbwa+ZkmnZnrxdx0ox3qsVyajaRyalhO5qkokxgVTu5lSF2OAFGc1bmcJnPQVxXi3WtljLDCxDMCMirhHmdkJuyuea61eHVfEN7ec7MhEz/dFUB8pqZIxGJsHPIP51CDX0tCn7OmkeROfPJsdk7qRxujYetL3pT0rVq6IL+i+ItU0KUNZ3c0S+iN/nP416boHxeIRU1q3Eq97m2XBX/eX/CvHkOXZD1FTLlTkdfWsZ4anNaoak0fUul67pmt24m068inU84U8j6jqK0s18q2t3cWkyz2sz28w53IcGu/0H4ralY7YtWjF3FjHmD5X/8Ar1w1MDOOsdS1UXU9spa5/RfF+j66qi0u0Erf8sZDtf8ALv8AhW9muKUXF2ZqtR1FFFIAooooAKKKKACiiigAooooASk7Ud6xPEerjRtMaVcGaQ7IgfX1/AUETmoRcn0KviHxRFpSm3g2yXRH3SeE9z/hXmN3ez3l09xO5eWT7xpZZnllaR3LOxyzHqT61XIyzVNz5fF4ydaXkITxTcZpwGcUnT/69I4mOQZPrSMOacg5FI2STQLoMzzTh0600jnrThyaAFeON1HmIrY5GVBpdoA4Ax6Upo6CgdxpQAhlHIqB02Hcv3f5e1WhSN69qAGxMCuKiliWVTkfjT9gVty/lQ4KN/smgL2NLw/rjaaslnPuaHBaL2br+RrG859SvpLmTLRqxIP95v8A61LMC+IlO1pB8xB+6nf8zxU6oqRBEG1R0A7UrLc6Z4mpOmqcnoiIDPU8GpB9aQYFPHFM5RQPxozQBznFBGAfegBSCDSY5HPSlH1oNACYyPSnKcUnTpSjtQAN938OtKJI7e3E1w21McDu30/xqG5vYbKPe+Hk/hj/AKmufubqa7k3yuWPSvRwmCdT3p7HpYXB8y5p7Fq+1eS5Xy4x5cPXaD1Pv61ndeaMUdK9unTjTVoo9WMVFWQlIRS9qTrWgxp60xztUkdalIppGeKQ0SRZaOF8Eblzj0p5wRVffIqBFRSP7xbFNdrhx8jpH7qNxoAnYqgLMcAc5PSsy6160t28uJhPJ/dXoPxps2mmcjzrqaUehOBUZ0a1WUPGGUispub+Etcpv6H4n1PS4C9vdffGTHs3Kv0Fex6ZqkOq6Zb3cbqwkQbgP4Wx8y/hXgc8cu0GLCSr2B+9Wx4R8WTaPessqOkBYLcQnr/vgV52NwinH3VqddCvyvXY9uESk1biiAXgVk2epw3USSRurxyDKOOhragdSvWvBcWnZnpXvqY+qsR93P4d68r8TXKPd/Zo33FSfMI/veld9461ldJtVihf/S7gYXHVFHVq8kkKojO52j1Nerl2Fu/aT2OLFV7LliZ+rTvbWoliAJ3BSD6VnRahIy5eH8jU2oXn2kiJB+7BySagijyRxXpTk3LQ4o7E41Af88Xp0d68zlUgbgZ5qRIlHRV/KrFugEnSrUZMOYpJK8s6uE29jV5Kr+WIrtkAwG+YVYXn/Crgu4myUDApwbjB5+tMXmlGc1diSxDK0UgeJijDoQcV6H4Y+Jt5YhLfVFa6g6b/AONR6+9ebipFYisatCFRWY1Jo+nNM1ay1e0FzY3CTxE4yvY+hq/Xzt4V8VXPh3UGkjYtE5HmRE8OP8a940jVrbWtOivbVsxuOQeqnuDXi16DpPyOmE+Y0qKKK5ywooooAKKKKACiiigBvbNeV+MtS+3a48StmK2Hlr/vdSfzx+Vek6ldrY6dcXTYxFGXrxR3aSQs5yzEkn3NJnkZpV5YKC6iU0EiT03D0pSSBSORt3Dtz1qT59gOGocDNK2M8c0hPApiBDSEUL1PtSHjigQdacPvU0ClFADjSZ460EZNJg5NAC5waDigDHJoIAoAQnB6806U7offtxTQKceTGOOZF70DRn7o/tcu/wCVvuomOT1AA9R71eUfu+T+VOdMqAQKQLhTikXOfNbQaAe3FAPOKUE9KUD1OKZAnSnc4ox6ZzSjIoEIOnbFBBFKOlFABjjjmljAySxwijLH0FIRkVV1O48i1Ea9X+Zvp2/xrfDUva1FE6MNS9pUS6GHeTtLf3Bbgl8gVEKS45u9/wDe+U/lSBua+khFRVkfQWtoh9NNN3U7ORWgCHpSCnHpTc0AFJ3paKAQEmmZp5pMD0oGMxRinUEUhEbrkVBNAJnXnEqj5H/oas0xxlQR1U5pNXGjV8K+IpNOmFpO+IN3IJ+6e5/GvV7XV7eGxa6llAhRSzH6V4NeBYwJiQGHGa0xrdwmhyW0spW2Lgg/3gB0/OvJxOCU6ikvmd1HENQcWXNf1x9T1KfUbk4LnCpn7qj7q1yV1evdPgcR9hSPcT30kjsMKThU9KkitMkbh0rrt7qjHY53vdkCRkntVmKMirKWyr2qZYgKuFOwmyJEwKljGHzTtmKULg5rVKxBDeR8rL/dNOYj5ZR0/iqdgGQqe9QRL1Q9qOoA3ABXtT85UMOneo1BRjGxyR+opY/kcqejUxk4xSjioVfa2w9RUoweDSAD3/Wu4+HfidtH1QW07n7LcMFfJ+6exrhVO4OadBK0cqupwV5BrnrU1OLTHF2Z9WA5GQcinVyvgTXBrPh+Pe2ZoPkf39DXVd68CcXGTTOtO6FooopDCiiigAooooA4/wAe3og0eO2Bw1xKAR/sryf6V5sRXVePLvztbW3z8sEYH/Ajz/LFcoc0mfL5jU56z8gyPTim9mX0pQcn+lNfIKyenBqTgHIf3Q7EHFNZsAjr3pRw7J60x22F+nCZoFYVDlGPqcUpIyKEBWJB328/WlC8UxBS0cUAkUAIT7UetLjml96AEB5oIpaAM57mgAzimDAkh55Mq084qJx8yHpiVT+tA0WGGM96F5T6Ur8OaQKdrD8aAGEYo96UHcoNB4NAg7+tGPegjmloAAMjilwDTQM9c04D05oGOA3kKB1OKwNYn828k/ug7R9K3lbYC+fuqTXK3bFpj6V62Ww3kergIWi5FZm3BvwoY8FhSZ+bFJITtIr10ekOBpwqNelPFUA49KbmlJ4po5oAXNLSYpaAQh6UUHpRQMDSGlNNoASkJ4NOpCMikCKM6rKDE3Ib5az7tw7JCh+SH5Nvv61qORG7HGe/04rPtrd58O46dKwnHm0NIuxJbx4VRj61fVAO1MVMGpwMVUIWVhNiYoxinCjArQQ3FLS4pCKQBmmMvzbxT8Uh5GKAI513qrr95aryOSoI6irgODVWZNjcdDUy0AWc58uQfxCrEWGUt6LVKJs2zKx+4c1PbPuhOON3NSnqMdG2Uk9qF4qKBtyS+5qUdKhu4Ho3ws1f7PrYtHb5LhSn49R/WvbRXzL4cuzY6zbXK5zHKpzX0wjBlDDoRmvIxsLTUu50Uth9FFFcZqFFFFABTScClqtezfZ7Oeb/AJ5xs35DNBMnZXPH9cuvtetXswOQ0zYPsOB+grOJoYlssTzTc5qT46vLmm2OBANITn5T3pM9fQ00nIPZl5x/WkZiBjsV/wCJG2mmSDfKE/vLjP4igOPO9VlX8mHb8R/KmRuTdMC3KIePyxQMtDk57U7FCHilzmmSJjJoA5p2aTGKBADxg0nuPyoJpB60AKM47Uo45FIBkcZooAaRQfmA+qn9acBxS4ypOOhoAkbcZGxGx5pPmB5KinOcnJYkVGu0HOM0DGR5DOCR1Df408jvSLktupxOetADT60tA+lKB+IoAQjigE+tLkYpBSASQZtpz/sH+Yrk5z87V18gP2KfH93FcbIcuc+te9lytTPbwKtSGZzzSEgcmg8VCW3I3YrXedu5YAwPQUIwbocj1qsZt9qMH5vumrESbY1UdKpO4WHYyacBS5xSA0xC0lLSUAhD0ooNFAwNNpeKQ0AFFFFIRTnOZXA/uf0qS0QpCM0SKPPznAKVIhwuAM1mlqWxXABzQOlDNkY2sPegGrEA60tIKOaAHfhSEUtFADDxTeakNNxSGIRUEjblKmpiarSHK+hqJDRVBxO8Z/5aJipYW2SsvZI+arOQ0kUo7MVanKeZ2/vttFYc1mVYtW4/cg/3jmrAHFQpwoHpUoNWthFi2fZOh96+mdDuBdaHZTj+KBM/lzXzFG2JFPvX0T4DuRc+ErQA5MWUP8/6152PV4pmtJ6nT0UUV5puFFFFADT0rG8Uy+V4bvm55j2/nx/WtntXNeOJvK8NzLnBkdEHv82f6UGGIdqUn5Hlbeoph456A/pRnH0P6UjkoWz93+KoPkZbgTt69KaxIPbcP1pTlPdeuP60wkAZUb4/QdRQSQ3BXaXBKocbj3jbOQahtpS97MXUK/lqr4/vAn/61TuCEMsO1weGH972I7Gs2AiHU/kbMUsJCg9VKkcfqfwoNIK6aNtGzUnQdapQy5JHcVbRgaDNoeDS/wAqb0oz69KZIp6UY5PvRRQApPHFN5zSnn6UDpQAd/8AClwdvrSj8qDyDQA4GmkYNKp4601+KAEiIK9KcCCcVHAeCPepDSGLyDS4/Gmg9OM0pJx/hTAOKMZPpRnjpmkJzQMjnfYAM9UdiPpiuVuV2XEg7bjXQ3rYvY19baT/AD+lYN4MzA/3hmvocCrUke9hVakkVjyaqzt5D+Z/CetWu9RTxCWJlI611M6kVYiBcbD0fpWmGAhDngAViRMUbaTmSFvzFXrqQ/bLa37FstiohMbRc6kmlFIaQOp6HNbkD6KbmlzQCFpD0oJpCcimMSkpaTPNIBaQ0maCaVwQwgl1KgHAb/2WngYFJkUo60ihTkjFNxS5zS0CEHWloxRQAUUZpCaAW4GmM1KTUbmk9hjXNV2bOae7UwHkVi2UkUd224uV6Km1xT0GPLQ9VALH3NV0kEl1O5wAW3EDpgdqmtzvbJ7ncf6Vzp3ZZoLwBUq9KiQ1KOBW62IHL94V7V8K7zfa3NoW5CRyqP8AvpT/ACFeKr1r0z4V3DDXY4h0a3lRvwZWH9a5MWr02VTdpHs1FFFeOdQUUUUAJXnfxA1MO9vp0ZzsbzJMdjggD+Z/KvQya8X8RTEeI9QJ3bfOYbhzQ9jzcyqOFGy6mWRx7GkDADa3Toreh9KcGR84wc9gaQorcHge9QfNkRBTIA3L3X/CkwCN8bfiKkKsq4b5l7HvTDGwfejDcfT+tAiI43bh+7f+8OQ1ZmppINtzGm2WL5mA6OvfFa5w/BG1z27NVaUZXbtYMOnHeguEuV3KMF2rlZFbcrDP4VqQy7lzXJsxtbt4CCqsdyA9j3rbsbjeg55oNalOyujaRs08cmq6NkVYXGMUznaHDjNNOKM8/SgAjvQIUe1AHNL+NIOtAh/1pD0OKSg/dNADgenakYf5xTgKR/pQDIYDywqZunrUEYxcMKscmgYwNzg/ypwI7CmEkc09DmgBM8DjOKTIzSscDFNzzQMo3Z/4mkAP/PBv5tWLcHhPUDFdBPbs8iXA5WNShH16f1rnrjhjn1r6LBtOkrH0GGknTTKpHNB6U8io3IA5rqaOhGXfKUkFygyV4YD+IVXvbsLLb3KPkYGCe+KtTyYDEVmAwpdw+dzDv3LnscZ21x1JWehrFHQS3G7ZGgw7DLf7NSquwYFUdMkE87PnO7v71pOMGuqnLmjcykJS5qLNO3Vpckfmim5ozRcYppKTNKaACkNJmk60hi04dKbTh0oGFLSUtABSZ4oJxSE8UCDNNJoJ4pjGgAY8VC7UrGoGNZyZSFzmq91dpaqu7kk8Cpx0rK1QASxyddvIrCpK0bmkSL7qCLIyfmk9qvQHA3evasqOTAO7lmO5j7VoxNnFc9OVxtGjDknParGflqvCfkxU+eK60ZMch5r034TgnXXbbkCBufT7teXg4r0r4WajHb68IG4+0RmMH0PUf+g1hiU/ZMqD95HttFFFeGdYUUUUAMxXjniWyms9fu/OXaZZGlQ7vvKWODXsea868QGHUNcufMUOkZEQzz0/+vWdSaitTCvgvrceS9rHEuqt99c+5FN2Y6M6/Rq6Q6DBJzG8kR9BzVeTw5cjmKeJx/tZWoVWLPFq5NiKeyuYuJP+eoP+8lG5x2jP6Votompxji23f7jqagfTb+P79ncr/wBsz/Sr5kzhngsRHeLKLs5U/u0/B6rStIqnAP8A38rQe2nU8wzD6xN/hVc2VxcTJBHFIZZGCouxup6U9CVhqzduVnJ6nY3MqPqSRjyLaVIpCDzlwSP/AEE/mKl0qTeT6Zr3JvAltH4GvNEj2vczx73mxjfMOVP0BAH0rxSzgNtuR0KMCQwIwVIPIptHpYig6dNJmvFJVgSEjjiqKsoNTo+RSPKlEuKTjrTs9Paoom96eTiggeXwetKOTUGc+9WI0wMmgQp4NHYDrTW5NSKBuXApiH9DTGHPSn4GeKYevJ/CgGV3+WZT61ZU1Xm4CnGanQ/KKQ+gOtMU+vNTMM1ASFbnmmBLjK+9RuOP61IpyaGwRzkUAV538u0YAfefkfQf/rrmrs/MK9C0fSIdWsL2CXKklfKc/wADc8/0rg9YsrnTL97W5j2yoe3Rh6j2r28vrwcPZ9UfRYSlJUIztoUh0NQT/cNSCQdDxVe5YYPNeg3obozLt9uayLkkfLjKtx+taF2+eaqWiGfUYU/hLgke1efV1lY2Wx1NnbJaQqiDG0c1O7ZoApDXoxVlYwepGeKTNDU3NMVh4NLmmg0tA7IXNBNMz6UYoAWnLSY4p6jAoGFGQBSZooGGaM0lFAATSE8Uj8DNMzxSACaazUjNiomOaTYA7VEeTSk03vWTKQ7OBWbqabrckcbc1pVBcIHjYEdRis6qvFouJzsbZNatu+cfhWQi7XK9wa0beuGi7M0kbcPSpiccVVibC1PEkk0ixxozu3AVRmu+6SuzFxu9B4NelfDnQ3ttTtdTvgVTd+5iI5yf4j+dVPDPgr7KVvtWj3SdY7c9EPq3+Fde0rRurA8r0rycZjl/Dgd9DB3XNI9Jpar2k4ubWOZSCHUNViuNGbCiiimBFLII4nc9FXNeYoTK7yN1dixr0HXJfJ0S8f8A6ZMPz4rgIRgAfrXJiXsjrwq3Zai4q1H04qvGM1YSsEdUidRkdaeeBxxSKeKGPFWmYtFedzt6n86r6Fbm78TwFhlYA0pz64wP1IqS5PUVd8Hw7tSvZ/7qBPzOf6CtIK8jColY7HFeE/ELSJdH8VTXKx4tr799E46bv4x+fP8AwKvds81xnxL02K+8IzTuCXs3W4UgdMfK3/jrH8q6mjzsVTVSm/I8XjYv0q3GxHWqttLD/Ac1fRd2DipPmqi1J4u9SE5OO9NQbV60qn5uaDne49BU/bnjiohncoqYjHtQIaBk89KkH3qApAOeacBimIB3BprDj0p305zTSMZFAEMq5SnRHK9fxobkEZpsOR9aBFnGRUTrz1qZT2prjIzQBGh+an7Rt71CeDUqtkUDOq8MIFs5W7mTn8BVvW/D1lr9sIroFZI/9XMv3k9vpVfw5gaZ6HzDn9K20PT2rDnlCpzRZ95l1NPCQTPH9Y8E6zpW5/IN1b/89oBu/Mda5G5GAwOVPoeK+ky3Hp9K5zXbSyulzNaQSHqSyDOPrXpQzSVrSQ5YJN6M+drk4b1qXRYmk1LftbEYznHWuq8QWVjFMyw28a8/w09LAWekQPt2mRjwPSt6OIVWotDGpR9nF6kWKYwzUuKY9e4zz0REUzbkcU8mkyaQxopc4pcYoIzQACnYpAKd2oAMUE0lNJzQNbig0ZpKOKBi0UlGKAGuDioc1MwyKgPHWoYCsARUByCanBzTHSpYEJ5oxSkYoqSkFNkGVNOpXTMbcZyKiew0JqPhN4oxMmVfYHZD7gH+tUrHSLy4fZEqFvdsV714r0EGx028SPCyWqwy8fdbYME/57V5RaI9jqrRHjDYrxHXlF6HoQpRlua2ifD+S6Kve3qxoeqQjcfzr0fRvD+m6JHtsoAsh+9K3zO341maRJmFe9dDG2RmuariKk9G9DrhRhHZCTk4PNZ8o+atCXoaz5B81cbep0R2O48OyebotuT1XK/rWtXOeEpC1hNHn7smR+Iro67YfCjyqitNoWiiiqIMnxH/AMi/ef7o/mK4WI/N7V3XiPjw/ef7g/mK4OI88Vx4jdHbhfhZdQ4NWVOT0qtHy30q1H1rFG8iZRSk0oHFMc4FaGTKdy3ymtrwZHi0u5c/emA/JR/jWDdnCmuk8IIF0Yvz+8mYn+X9K1pbmFXY6GoLiCO5t5YJlDxSKUdT0IIwRU9FdJzNXR813emf2ZrV7p5XD28rBT/shsZ/LBqxDuHWtv4oxDTPGUV8BlJolZwPTlT/ACFZAKjp3qWfMYqDjNokHIqVQBVdHw1WkYEdqRwyAkB17VOBnpVbo4watJxzQJjguBQORSk5FJn5aYg6ACmkZxTgRxSGgBhX3qMDDelS469aiI+b+tAiwD7U481Cp4xipgMgUAQuKRTg1I4/KojxQOOrsdnoY26VDx97LfrWygyKzbCLybKCInlUWtBDgda5Jv3j9FwkOShCPkOc4U1zOuSfuG5xXQTvhT71yOty/u35pI3R55eIbjU0i67nxium8R2Qh0qKRU+WJ0j/APHeayNJtmu/EsYHIDZroPFDh7eeJfuKV4991elg3apE8zG1lCNn1OR6rmom5qVeUx3qJutfTnmoYRzSYNOPWm96BiGjPtTsUYoAaOaU8UoGKQjmmAg6UlKelJikNbhSUtGKBiDrTqTvRmpAQnNQSrhqnqKUcUmAwUhpvSncmpAY1MNPamUmMAMmrMKb5kReS7Kv51AvWtrwxai98V6TbMMh7qPdx23AmsqjtBsqO59H6lpy3ujPaMMsEGz/AHgOK+ffEdmbPXGfaVVjnNfSuK8d+KGkLb3SXKp8rnII/X9a+ekehSlZ2KOg3Pyp82eK66JwVyK880KfCqvcV3FnKGjFc0kegi+/K1nzD5qulxiqk4zk1kUmb3hCUeddQ9yqt/OuurgfCc2zW9h/5aRsv5Yrvu9ddJ3iefiVaoLRRRWhgY/iZgvh+7yeqgD65FcHCeR713HisgaBMCfvMgH/AH0K4aEc1x4j4kduG+Fl+LnmrkYqrAMdeatg4HSskbSJwOKikPWgNxUMz4U1ZkUrxsg812fh2MxaBaK3Upu/76JP9a4a5JfhByeAPevR7SEW9nDDgDYirgVvSXU56rLNFFFbmJ5n8V7AXENjPtH/AC0ib1OcEfyNeY6UzPGbaX/WwfLz3XtXsnxHVTols5HIuQB+KtXj2o28lpcreQg9MOB3FSz57MNKrXcvGBvXpUqROCOeKjtbuOZAwI5q5uB+lI8t36jAv4U/PHXIqNmY+gHrSqGPU0Ekgf3qVTuU1Bt46VMgwKYDhign2opcZFBLGNx2prLkc8045H8NB9KAGj/JqZDxUIGOtPU/hQBIR8tFtF515DH/AHnH5Uucr/Kr+jQb7t5D/COPqTSk7K504Kj7WvGPmdPEAwBA4qfIApsaAJ6VVlulV9p61xvU/RUkkkPun/d1xeuz4SQeldVcuTCTXAa9Oxkx2JzVxBljwvbiL7TfOcbV2j/GodXctYTuT8zOp/8AHhV2wBh0UIcAyMBn2qlqq/8AEsl/3l/9CFd2F/iR9T5TMq3NiY010OeXgbqa/WnLyuKa44r6lGpGetN70pPzUYoAO1LSdqUcUDCmnrSnmkzQAhNIaDSGga3DNLTc0uaBimkozSZpAGaa4yKWg9KQFZutANIx+Y0ZFQ9wA8imHrUmaj70mMcvWut+Gtv9q+IGmgEgRl5T+CnFcktdz8Ixnx9GfS2l/pXNiHaky4bn0HXM+NdJGqeH5gBmSIF1+neumprIroVYZBGCK8NnWnY+b9Pc210Y245rtdNn3LXPeLdPOleJ54RgIGyp9QelaOkXAK1zzR6MHdHT7sjionGahWbjrUyDcuaxsaLcj0ucWeu2sjfd80KT9eK9OzXlF2jBgynHpXpun3IvLCC4BH7xA34966KO1jkxUdUy5RRRWxyHOeMjjRAfSZf61xluckEd67Hxrk6IgH/Pdf61x9oMn6Vx1/iO7DfCasAxU7cfSo4OBzUrEEcVkayIJJQBVR58570s7AnrVRk2jI6VSIaL2iwfbddtkI3KreY30H/18V6LXIeDLXMl1dMORiJT+p/pXX11017pxVHeQtFFFaEHF/ElB/wjKy/88rmNvzJU/wDoVeZjbPDgnP8AhXrPjqxfUfBupQRrulEfmJ9VIb+QrwrTL97eb7Ncd/uk0meFmlO8k0TTWE1o/mW/Kd1FPgvz918g+hrYIBGarS2EUvzbQDUnj8/RjFnDnOealV2HvmqogaFsYyKsxupHPBoFp0HhjnnIFWIiD3qIgMOKfHwaYiXNKMZ7UmOKUc/SgljSM+v4U3FPPWm4BNACcAc0Dn1oI9RS4GaAJVP/AOqul0a2220ZI5f5z/Subt0M08cQ/iOM12FsQrKFGBjFZ1XpY+iyDD81R1X0Lcz7IW59q5i/uGjnDZOAa6K5Pye1c3NCJbllbpisEfWdTWZGltuOcrXnXiElb5Yc/NnB9q73VNS/syxigj5uJE/KvMbl3n1fdIxZi/eriiJs6sDFlart/hz/AJ/KqWpDOmz+wU/+PCtCVcbF6YjFUdQONNufdAP/AB4V24fSpH1PiK0ubGt+ZzC8UPSA4pW5r6g9QhPXNGaGpBQAtBNB4qIvk0DH5oJ4pqilJoAaTzR1ppPNKKBjsUmKUUtAxtIaU0hpAFFNoNICtLwxpuadNw1R5rNjHZoB5oopDHA4r0D4Ow7/ABq8n/PO0kP5sorz7PFer/BSyY32p3vG1Yki/End/IVy4t2ps0p7ns9FFFeKdB5N8V7ER3VrfIv+sQq59dtcto8zeStej/FGAP4dil7pNj8wa8t0ObYrA847VjUO7Dv3TpVu23gEHHpWzbOHQYNYMiABHU53dK19PGIxWJ0lmePdGeK6Twdds9jLaORuhbK89VNYMpHlmk8N3htdfiQn5Jsow9c9KdN2kZV480GekUUUV1nmnNeM3UaOiE/M0ygfka5K24xiuy8Wx79DZyM+XIrdPfH9a4qAnOa46/xHdhvhNaLBXrT3b5DjrVeMnABqYj5azNZFC4cDketMPKU67jzSAqYVwOcU0iLnW+ERjR2P96Zj/IV0Nc74RYf2XKmclZj+oFdFXbD4UcM/iYtFFFUSUdV/5BV3/wBcX/8AQTXz5f6YJ41dOHAHNfRNzGJreSNvuupU/iK8O2YAXGcUmeLmrcXFoyNOv3iIt7jPoCa2CvGR0qlPaRykgjB7H0qSzmKqYJPvqcZ9ak8SdpalkqCKheIA5HH0qxjFKV3CgzTKiEetSoRUckLbsqeKaA47Uyi4M4pR1xUUUhIAbrUoI/KmJiHk4ptPPX096aevFIQh+tBIoAzS7c0AX9IQG6eQ9EXj610MLZK4FY2mRAWbPnlpP5CtqBNq1zVHeR91ktL2eGT7ks7Z4rFncJKT3rWlOVYe1YWottDEemKUT1HuZtzctc3QmlOSBjn0rmZIydaQLz826tx22oSegGayNLBn1pG9a2iZV3aNzpJ8mT1wAM/hVK+XdYXAxyEzj8asM+ZGI6EmoL04srg5wdhrpofxF6nwfPzYnmXc5SgnilkUq7L6U2vqFse2RtQOBT8VG7UAMdxTEHOaQnNSKOB7Uh2HAYprGndKjagBOppwpo604ChDHCg8UU00wAmmGnGmHrSAdSGgGjNAyGZcjNVquSDKmqp61lIpADzTu1MxzThSAcBmvf8A4S6ebPwYlwwAe7meXP8Asj5R/wCgmvA4gXlVF+8xwK+n/CYgXwppS23+rFsg/HHP65rz8e7RSNaW5uUUUV5Zucb8S13eEn9BMpP6145pxEU7HqDwa9z8bW4ufCd8pGSqhvyIrweEfvMe9ZzOvDvSx1Fs5eFU/unit+yGFFc9pg+X610lsvyCsWdaJZvuGsmO4NveRyqcMjhh+FaspyprGlGJMkVn1KtdHr0MqzQxyKeHUMPxqXtWN4YuvtWg27ZyyAoT9K2q7U7o8iSs2ihq9t9p0m6hxktG2Pr1H6153asGA/OvUjyMV5cAIryeIfdSVlH03Vz11szpw0t0X4sevSpz7frVePqOasJyvfPvXOdTK0sfy96qfcJFaUq4XpVGVcHNUjNnQ+EZgXvIs8/KwH5iusrifCbFdYlXPBhOf++hXbV2U/hOKp8QUUUVZBBK6pGzuQFUEknjArxOV0llkliPyO7Mv+6TkfpivQ/iBqraf4YnhhbE93+5THUAj5j/AN8/zry7TH36ZDk/dXaf+A8UmeHm007RXQlcHcGqGdOkqjkVb2jFIUBXnNSeGnYSGUSJ15qUDiqWDG3GasxvuUUwZIRn3o2ADtQOtLmgCMxqDmnjB5FLnC00HJ9BTAU8e1IeO9OHApCKAEz7UA4/xpCM0fTNII6uxvWS4toVz2B/OtdflWs6IKFjVB91QtaC9K456yP0fCR5KEY+RG/JasXUl+U1uONqtWDqT/IapGxzeoSiO1cf3hiofDseZ5pmP3Izj61Dq0uNqjvV3QVxZTPjlsD/AD+VbROHH1OShJ9kX9nzcGq2pMU0u5P+xj9RVwDFUNYcLpjjGd7Kv9f6V1YdXqJeZ8RhVeqjnZOW3f3uaYacCSgphOK+mPfGu1V5DUjGojyaYwUVKBTQKeDQMQ5qEnJp7HNMxzSYgA5p/FIKdSGLTTTqaaoBhph6089aYetLqA6ikzSmkMaeVNVyuKs54qJ1xUSGQ96BRjmnAVIx8D+VNHIOdrg4r6P+Hc6z+EodhyqSSKPYFt3/ALNXzeDzmve/hDPv8ItD/Ek7H8D0/ka4Mcvcua09z0KiiivKNzO1mD7Tot7CBy8DgfXbXz6UCT8DrX0g6hkZfUYr55vYjFfyIRja5X8jUTOjD7mtpn3lrp7cZUVzOmL86101ucKOKwZ2xCUYI9KyrvBJ+vStsgEc1jXaYkbjmsmaI6/wFOWsbqA/8s5Aw/Ef/Wrr64TwC5F3fpnqqED8/wDGu8rsh8KPLrq1RiHpXmurWxsdduoyDtZ/MU+obn/61elVxXjSEpe2lx2ZGT8uf61FZXiOg7SMuB8d6uoQTWVCc1fjY4+lciO56k5GST2qtNH144q0CSAMZ/pUci5qiBNDuPsut25Y4R/3bfj0/XFd/mvM5wU+ZeGGCCK77TLwX2nQ3AIJZfm9m7iumjLSxx1VZ3L9FFFbGR5b8Sp92s2duTkLbM6j6tg/+giuM01DEs0Z6eYSv411nxgtXtm0zWIG/eRlomX+8v3v6H9K5Gzu4rpEmhIKMoYf/XqXufO5hB+0bNIDI707PFVzKyr0NKk+fQUjybEjrkdKgAZHqwHBGQaa6E/3aBi7xS5/H6VGpx2Apc54piHHnjr7mjj0oPHHrQeaAF3EUoOOab2oyD60ALkU5BlkHvimZ/GnxcyoMZ+YfzpM1pK9RI6KBcMcnpmtBORWfbMZJWz61oqmFzXE9z9IgvcRDdN8mB3rmdTcBiK6C6kCg98Vyeq3P7xvpWkRnOapJ86+lb+krs0mPj7xz/OuRvJTNd4zkZxXaWyeVZwIeMJk1vE8TOKnLQfmP71ja9JhbeMEjOXIx17f41tdK5vXWJ1AL2WNcfjzXfgY81VeR81gI3q37GevSo34Jp4+7ULsCTX0J7NxjUynEZalxQAooNB6U1jQA0nBoo69aUVIxQKWkoFMY6mmlPSmmmA09aYTzTjTD1pAOFKaZmnZzSGFMl4XNPpsoymKTGQYpM4NKaaVrJjFBr2f4PTHN1CC20QIce+5v8a8XBr0L4aag1l4psBu2x3O+FhnrkcfriubEx5qbLg/ePf6KKK8U6RD0rwjxJbi28Q38Q6LO2Px5r3evHvH1p5HiWZwuFlCyZ/DFTPY2oP3jP0s/vVzXUw/drktNf5lNdVE3yVzNnoIezEArj8aybkklia02c/gO1Zt46MhYHB7isykbPgJz/bNwvYwZ/UV6J3rzbwI3/E9kA6GFv5ivSe9ddP4TzsT/ECue8XW3n6K8oGTAwk/Dof510VV7mBbm1lgf7siFT+NVJXVjGLs7nmED8A/pWhGcj6VllHtbiS3kGJIyVb65q9C+OvTsK4Hoz0ovS5pRnKjt60OM5x3qOJjj5SBUp5XjimhMpTr8p9K1PCd8Irqawc4Enzx/wC93H+fSqMyZQ/pWYLh7K8iuY/vRNuH9a0hK0jGpG6PVKKhgmS4gjmjIKOoZT6g1NXYcZwPxTtRceHoDgErPgfirf4V4bp80ul3rRNnyy2ce9fQfj6HzfDm7P8Aqp0bHr1X+teI39kJX8wKM7qT3PBx8uWtZ7NG9BLFcQB0OfaopIjndHx7Vn2UctjOgbPltxx2rYI71J5E1Z6FSOdw208YqwJeP8ajmg3nIODUG0g4NBJcDg9xRvBPWqwUgVIA+aALAOSDTuD/APWqEB/TpTwWA9famIkA96Qj5enSkDfLzTs9s0DG4xxVi0P+lw5/vioamssm6jUDJ3ZpPY2wyvWj6o6S0Ubquu2F21n2YUMODuq3MSBXEfpMfhRn3bYDE8ZrhdZnbcwB5rsdVk2wcGuA1iTLdeTW0CJu0Sppdu11qMScctya7VjliV4XoKxfD1p5Nubk8Mw2jj1rWZ8D1FdCR8fnWI5pqkug7INczrZ/4msnsij8hW+C7uBjGTiua1F/Nu2kzndnH516WWx99s5cujrJlUnC1FTiaaa9s9MTpS0UmaAAnFRsacxpvWgoUdKWgcUUALQKKBQMUmmmlNMY0gENRk804mmHrSAdSim5pRQMdTX70uaa3SkwITSA0rU2s3uUKRzXVeBnD+MNGjZsKs6n9eP6Vy4cA8jNb/h9nsr+01JBxDcxyYJ7KwJrGsrwY46M+n6KarBlDA5B5Bp1eCdY3tXAfErT/MhtL5R90tE5HvyP616DWTr9gNR0S6t8ZYoWTP8AeHIpNXKg7SueKae219pPINdhbt+6HeuOVDHdHPykHBFdTp7FoxXLI9NaouZOazL9SMsWBrVA71mahjYazLRf8CceIuOnkt/SvTu9eZeAz/xPz/1yb+lem9666fwnn4r+ILRRRWhznAeL7A22qpeKcJcdf94D/J/CsmI5713+uaeNR0qaEKDIo3xn/aH+cV53E+FA6Hoc9q460LSuduHneNuxq28mash/fOenvWdE+xePwq7Fyp+nJrI2ZKeV5ArHvkxnHpWyRyB+tZ96mc47GqIaOo8HXX2jQliJ+aBzH+HUfoa6GuI8EXGy+vbQ8blWUfgcf1FdvXZB3icM1aRwXxR10aRodrB1N3cqjDH8C8k/ntrzS/iYK/l/xjKnpzXR/FOX7X4gW23bvItRx6FmJP6Ba5/T2F1pkO7lgoBz7VT3PmcympVL9jOtdSjlzbzqY51OCrda24nEqAhs4rH1DSVugQRiRfuuOv51mR3uoaK+2dGkhz94VJx8kai93c68gConQHkCq2n6ta38Y2OA/oetXCpH3efpQc8k4uzIgQDtPBqQbfrTGRW6nDVCYnTgcj1zQBbDLTiRnNU0dwealEjY6mgCcj2oINQiU0GT14pjJfyq1p2Ptg6Z2t/I1Q8zNWtOObk7eW2N/KlLY6cF/vEPVHVWafKD3NPumG2o7SQ+Wp4/A064P7quLqfo/QwNVlIgOT2rgboNdXWF6E11uuSn5lDdqxNJgWS+8x8FEyzZremjlxE1CDk+huJEttbxQgcIv6mmF88DimNKWPenIuBzzW5+e16jqVHN9SWMDzF+XnNchOfu+wxXWo3zDbxjnrXIzjDnNetln2j0cv8AhZXJ5pOtKTQDXrnoBimninE1GaAGmgCjnNOFBQuKSlJpKAAGlpKWgYE8VE1SE8VGxpAMNHvQTSZpABPNOFMPWlBoGOzSNS000mBG4plPemGs3uUOjTzJAMda17KQl2TJxjgVkwvtlBNaVm4S4PPGKl66Es+kfCt7/aHhfTbknJaBQ3+8OD+orargfhfqiXOiTWG795bSb8H+43I/XNd/XgVY8s2jsi7oKTFLRUFHjPiTTf7P8RXUQH7st5ij/ZarWlnKit/4gWPz218o6gxtx+I/rXN6a2MVzVNGejRleBrOPlzWVf8AK+1bLjCGsS6JO+M9V6e9YnRE1PAQzrz+0LH9RXp1eafD9QdauW54gx+ZFel110/hPOxPxhRRRWhziYrz7xNp/wBg1YzxpiG4+YY7N3H9fxr0E1l65pv9p6XJAmPN+9GT2aoqR5omlOfLK5wcZzirtuz854FZcLtGxRwVZcgg9j6Vfif+LNcJ33ui7njOPwqtd92xlemaljYsPpQ0eYduc49aaE0U9AnFp4mtDniRjEf+BDj9cV6WeleU3DNbTRXScmGVXyPY5r0ue7SPTpLxSGjERlBHcYzXVReljhr+67nh3ia7a88Y6i5OVZ2RT7IdtVdPjNsjJ23E1DeSMdQjnY5d1YsfcnNOWfDBs5FaHx1efPJs0iAVO4VG8CSKVIBB7GnRt5kY5FOHuKRyapmDd+HozJ5to5gkHp0pbTVbm0lW21FCvPyydjW5twPU1Bc2sd1EUdAR70GntLq0tSwGSZQwwQe9I0eOAax0S401hgs8R/StWC5SfHPJoIcRDECfmBz7UmwD7p/OrJxQ20CgkqrGT/GKeIgD96pDJGOwFJ58Y4zVD1GeWPermngJcE+iEfjVQ3SBuKtafOJJ3Veuwn+VJ7HZgP8AeIep0kDF1Hp7Ut0MRUWaYjyT17VBqc2xMA4rijufohx2rt+9bnvRpsGyyZ8cyNt/AdagvQZrojrzWoUSGGOPO3avT6810wPFzqt7Og0uowKF96UkkfKppDNGDxzQJS3QEVofE2HYZFZz2U/yrkbk/vGrrhueOQHujfyrj5+Wr2Mt+Fnr5f8AAyGjpRSGvVO8Qmm0poxQMSlpD0ozQMKSlpM0ALS8UlGaAEY5FRk805qYTSuAhpKCeaKm4wPWlxSUoNAwoNGeaCaGAxqjPenk0w96hjEFWIJMSDNQAU5OHFSDPRfAmsLpXi6yZ2xDdRi3c/U/L+uPzNe85zXys8xjSNo2w6YZT7ivp+xnNxp9tORzJErn8RmvJx0LSUu5vReli3RRRXEbGF4qsxeeH5xjLR4kX8P/AK2a85tflZK9emjEsLxnoykGvJQhilYEYKvjFY1UdeGe6NbzAYyO9YuqbQysDgjitJpVRenLdqx9TcMAcY56VzHdE6X4fJnUbx+/lD/0L/61eh15x8OCxv70k/L5a4/76r0euun8J5uI/iMWiiitDAKTFLRQBw/ivTPInGoQr+7lIWYAdG7N+NY0UmNqDktXpF1axXdtJbyrujkUqw+tecXNpLpd9LazfeU/K/8AeXsa5asLO510J3XKW0Yn5Qcc1MW5xVJJSADzn0qyHBiKgfMRnNYo6WUriIlSnBGM10GjSyX/AIJurQZ82GOW3wev3fl/QisWdRsGPSsSXXdS8P6m32Mp5MyFnVkzuKsMD8mNbUnaRwY1qFJyexyF3Jtmh3D5Wzg/lVuO2WVTz0qvdFvt/k3Sg29y7SJjjy3z0H51pQx+TDjeHx1YVufEVNNivaM0MnlN2PrV3Pt+tUpvlk3Be/WpkmDDmgyepZBpM+tRiUKRmnrKppkiOoKlex7VUaAQS7lGKv5B9KilXcnSkNaEindH700puHSkhOEx3qUYJ60wITDkf4U02qHnpU/ejJNMLlU2kZ6Cr+k2/l3Em1eSn9RUIUZrX0SMEzSdxtX+dTPY78sjzYmC8zUg3KPucj3rL1qbanWtdGIB9eeK5XW2Jn2Z4HauOO5+hMzbaPz7sFucmpHtvMmZ2kc7m6VNZRlEkfHGNv41J3yK64LQ+Oz2teqqa6EKwIBx+tTBQKXtTao+fFDqm7JOAjZ/75NcdPgORXWTSFLW4IyMRnn8RXISvucmvZy5e42ezgF+7GUhNFJxXpncIaKWkNMBD0opT0pKBiUUUUALRSZozQA1qjJp7GoWNQ2A4mkzTc5ozSGOzxQKTNFFxjh1oY0gpHNNgJTSKMmkqGNBT1+9UeakBxUgToSzrk5r6j8PBh4c0zect9ljz/3yK+W4DukWvqLw5IsvhvTHRgwNrHyP90V5uP2RtR6mtRRRXnG43Fea63bGHXbpOxfd/wB9c16ZXDeK4tmsxOOkkQ/MZrOp8Jvh3aZjGMFQSMkdxWRqCfMCPSt50Btyaw9QYKAvUkdQa5D0om78ONy6tern5fJB/WvSa8z+HsuNduExw8H5YYV6ZXZT+E83E/xGLRRRVmAUVWurmGytJrqd9kMKGSRyM7VUZJ/KqFh4jsL9JZE+2QxxJ5jyXljPbIF9d0qKD+FAGvXO+KNKN9ZfaIVzPb/MMfxL3X+tX9N1ux1WN5LNpyijO6a3khDL/eUuo3L7rkU2HXdLubC7vYLxJLW0Z1nmTJVSgy2D/Fj2zSaurMcXZ3R59FL8oBPA71dt2EkgPbuPUVSv7m1FzPc2lpqIssCTdLptxF17KHQFvouaii1FYoZpprTULWGCMySTXdhPAiKP9p0Arj5Gmd8aia3Nt4g8Z4P+yK47xS/2Nra8k4hjk2TH+6jcZ+gO38K6iyvReRmTyruJF5Vrm2kgyPUb1GR7ioLqXStX0i6laaOW0UyRSyYynC/Nz3AB7d6cU+bQxxEY1Kbi3ozktgGBIiyBW3qT1HuKkQRop8tAueuK5SPUrnTJxbWVnLJZIoMVtKTu8r+/v9T6EYrYsdd0++fyklME/TyZxsb/AAP4Gu105Lc+Mr4OpTemqL8tsJASvOe1VjGyfLzn0q8D69accN1AIqDh1RSDNtzt5ppkkUcCrZhHbNRshB6UhEAu2VgG4xVgXKMv3s1A8SMDkVXe0x9xmH40D0ZbEoB46VKkyk1nLHKvVqeEduoJoA0w4PORinEZzjvWclsx/jYVOkDouUmb6NTEWcEcVu6NGRaOx/if8wBiueSRhw/J9q6TTd62kS4HI4/nWdR2ie1kVPmxN+yLwQfN/eNcxqke66fpXWCLndk+9c1qqFb1uDyawgj7aTKQXZCAO7Z/SoiTirExJWJccbP61FxiutbH57mdTnxM35kbNgUwucVMQMUzbu7UanDchupwLCbvwB+ZFckwx711eooF0yfI6gAY+v8A9auSLc17eXL92e3gv4aCjNJmjNeidgZpCaWmmmAE8UZNJ2ozSGGaN1FG3imA3PNJu96UrzTCMUgBm4qItmnOpPrTQKhjQgp1G33FH40gEozS/lRx6igY4GhhmkBHrSnJ9KYDCMU2pMDuwoAUe9SMi5xSj6VMQD/DTJHOMfpQxktscSgmvpfwUUPg3StnTyB+ff8AWvme1R3k+QZwCxycAAda+nfCUEdt4T0qOKQSJ9nRg475GT/OvMxzVkjWktTdooorzTcTvXKeMEHm2T/74/lXV1y/i7P+hf7z/wAhUT+E0o/GjmWlIRlHP1rNuodiliBnHWtIR4IPpVDVWwu3POK5GerEn8EStF4piUfdkR1b8sj+Verd68b8OS/Z/EFm3rMoP54/rXsldNL4Tz8Wv3h8g/8AC7fiH/0MP/klb/8Axusu6+JXiu+1JdRvNRhubtFCxyz2MEhiwSQU3IQhyeq4JwPQY5OitTmO3vvi/wCO9SsLmxu9d8y2uYmhlQWkC7kYEEZCAjgnpVab4oeNLmyvbO41+ea3vQVnjkRGBUjBUZX5Rg9FwK5GigDtIPiz46t2uWHiGeQXDFpFnijlXnqArqQo56DApJvit41n0q40t9YUWVxG8UkSWcCgo4IYDCAjgnpjFcZRQB1snxN8ZTlzNrs829y+JY0cKT/dBX5R7DAqKP4ieKojOV1U5nKmTMERztzgcrwBknA4ySeprl6KVkNNrY6iD4i+Lbd71l1mR2vWDXBmjSXdjOANynaPmPAwOaW8+Iviq/sEsbjVA1qjbhELaJR1z2UcZ7dK5aimtNhN33NhfFOtLO84vm81xhmMakkenSoJtd1G4YtNOrknPMSY/LFZ1FVzy7k8sextWni3XbKPy7fUHVOysisB+YNT/wDCc+I8/wDIR/8AIEf/AMTXPUVJDoUnvFfcjov+E58SY/5CX/kCP/4ml/4TvxL/ANBL/wAgR/8AxNc5RRYn6rQ/kX3I6H/hOPER/wCYgP8AvxH/APE0n/Cb+Ih/zEP/ACBH/wDE1z9FAfVaH8i+5HQf8Jv4i/6CH/kCP/4mvWNIeW60WwuZm3SS28cjttAySoJPFeD17d4f1awGgabF9ttw6WsSsplAIIUZBpNdjy80w8FCPs4deiNnywMc0oQev5U1J0lx5cqP/usD/Kn5yfU+1JK54ns5LoBTHNdJZZKwjGAsa/yrnME8bT1xzXXQQlEUNwcAVlW2PpOHqb9pKT7FiI5bFUtSshLMGGORV1U4prjP4VjF2Pq5K6OTvYTBclG64Wqxwa2ddiVLJrw7j5K5YKu4lfp7Vxz6/BjEdtcOffao/nXZCLktEfBY/BVY4iVldNmuQvX9KTdzyKwH8QzMcJDGgPTLbz/Sqsuo3s6n/S3RAcbY8L+o5rVUJMxhl9V76HQ37qLCVW/iIXH5n+lccRzWhpSb5p/MaRgYWLKMljt/i9/8Kqy2wBLQyiQeh+Vh+Br1MLOFKPLJ6nsUMO6cFFEFFSfZ5wpYxNhcZPpkZphUo2HBU9cEYrvVSD6luLQhOKiLjPf8qkJUfxD8aQsg/jH50+ePcVmRl8ds0gZj0X86DPEpxuJPoBSmY8/u349ql1qa3ZSTYASnuKXZIf46YJZicLA9TCC8bBMWA3TFZyxdJdSuST6EbRSA/fpvlN/eq8mkXkoyFO0dc9auR+Grxo2LA7lXJAP6Vl9dplKlIw2Qg96YQSe9dNZeGd+n6hJcuRNBLGsfPUN1/GrqeELYaQt3PK5k27igPSpeMgP2LOL2YOM0CMV1V54f08W5lDyQxKFLsOTyarXOiW0boiZCnpv6/pU/XI9g9kznhEh704Qqc810C6BbjzVOdwGeKng8O22SzByi9h96n9cj2D2bObEC+tOMKqOTXVjw1aAuXyOOMH8qD4ZtTGrRXccTg53MD+opfXY9g9mcqqDtg1IY5Nu4RSEHoRGTW/c6Ex+QSW0y7t2PunoR/WkGnavFBHssvlCEAxOBzj733qmWN7IpUjEjs7qY4S1mH+8hH9Ku/wDCOXaLm5idW+9s4A/FjitSA+IXyi2iBF4+Y5/rSLpWts++W5t4kHyk7N5HJPU/WueWLmylTiR2VjZxMkk7RbYzny1b93uHPzt3/wB0V7J8N72e98GWouVZbiFnjkUjGPmyP/HSK8ftYIbKVjLL9smVmaNpB8isR1C16r8NXc6fqEcmWczLMxJzyy4/9lrkm3LVmlrHeUUUmazGGa5HxFOk99FEj5EKnd6ZNXdY1hkZrW1YBh9+QHp7CudIwP1zWNSeljrw9J35mMbArF1QfID39a1pKoXsXmRYx0Oc1zM70UvDNs194nsEA4V97/Ref8K9mxXmngK0U67cTY/1cJA+pNel9666S9087FO9Q+AaKKK0OYKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArqbewtpbKElMOYlOc98CiitaW7M6g5tIjMBkSR1IOOtafh2zMlrfwmR2LvFECWPGSxz+lFFWkuYyklY2IbCEz28KqQWkHzFm7sPevaQPmNFFc2MWx3ZYlqTIMCkdABRRXEj1GUplG1lIypG0j2715DrFkLbVLq3UgrFI4GR6HI5oor08J1PKxq1RTG4Y3NkH7o9KtrEWbBc8Lu6UUV2o89m14bdlvo36SGNvmB9q3v7K0fUS1y1kY5V/iibaPyHFFFc1X4jelsMm8JacVJS4vYsAH5Jc+3ei48J2KwI0k95cMPu+bLwPyFFFSmaGQdJsrQOsNnb5DbQWTNZ72EYLlVQEcDjtRRWl2QyjsVduUUjJ7elWlSKZdwjCkEj+X+AooqQNC2jhlO5k+7xWjHaRrLhR0PeiikBpRWUf3wSAcLjFXxAhTp94+tFFSUZsxMunauVADBoXyfXJFTBTJ4ckmOMuijHpyaKKaGZ8xmg0bzI/LLBQSGGQxB7+1UZoZVnCTMnmfeJjGBmiirEyKZmjlGwJyNhyOv/ANbmn2t+6KFEaYK5JxzmiipJETW+CzxsRgHANa0F5Gx3PHlcdAAKKKQyaKeFZTtjYHJOfr1pnmSGdV3kkDjI4oopDM6XVpDI0cZePJOShx0okgkFs0jSMzHk5YnPGKKKBmQEQ38a4/dkj5T/AI16b8MGZZ9SiY5Vkifp7sP8PyooqZbDPSe9Z2r3D22myPGcOfkU+hPeiisxx+JHHAcY7+tB5FFFck9z147EEg+U+1U7nhMdqKKzKRreAx/xNrv3hH/oVd/RRXZT+E8zEfxGf//Z",
"path": "002657.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002658
|
Men Tshirts
|
{
"bytes": "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",
"path": "002658.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002659
|
Men Tshirts
|
{
"bytes": "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",
"path": "002659.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002660
|
Men Tshirts
|
{
"bytes": "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",
"path": "002660.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002661
|
Men Tshirts
|
{
"bytes": "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",
"path": "002661.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002662
|
Men Tshirts
|
{
"bytes": "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",
"path": "002662.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002663
|
Men Tshirts
|
{
"bytes": "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",
"path": "002663.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002664
|
Men Tshirts
|
{
"bytes": "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",
"path": "002664.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002665
|
Men Tshirts
|
{
"bytes": "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",
"path": "002665.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002666
|
Men Tshirts
|
{
"bytes": "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",
"path": "002666.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002667
|
Men Tshirts
|
{
"bytes": "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",
"path": "002667.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002668
|
Men Tshirts
|
{
"bytes": "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",
"path": "002668.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002669
|
Men Tshirts
|
{
"bytes": "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",
"path": "002669.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002670
|
Men Tshirts
|
{
"bytes": "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",
"path": "002670.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002671
|
Men Tshirts
|
{
"bytes": "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",
"path": "002671.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002672
|
Men Tshirts
|
{
"bytes": "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",
"path": "002672.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002673
|
Men Tshirts
|
{
"bytes": "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",
"path": "002673.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002674
|
Men Tshirts
|
{
"bytes": "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",
"path": "002674.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002675
|
Men Tshirts
|
{
"bytes": "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",
"path": "002675.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002676
|
Men Tshirts
|
{
"bytes": "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",
"path": "002676.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002677
|
Men Tshirts
|
{
"bytes": "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",
"path": "002677.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002678
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAFsAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD2XNGabmjNMQ7NGabmjNADs0ZpuaM0AOzRmm5ozQA7NGabmjNADs0ZpuaM0AOzRmm5ozQA7NGabmjNADq+afiX4/uvE+srbWg8rTrORxAob5pSCVLt6dDgDoPrX0LreoxaToV/qEzBY7aB5CT7Dj9cD8a+Pzby3Mn2hyFDkkj8amQDUAnZmcohYfeI4+tVZIpYXYDJC8ZHIq3IY45BGy/IMMH78UsUsgnCM58uT7wJ420hlaDMrYILOORk8CopEkgl/eKVbrgirt7btBkooWBj8hU7gT6E1BGnnnc7FpG6LnGfxPSmBVGO9TW7Iu/e5RSuAQM81CwIYj0oUFjxTA9E8B/ETVPC2owQzXEtzpDuI5YZGyEUnG9M9CPToa+ngQQCpyCMgjuK+JYp/Ib/AFYb2Y19J/CjxU2ofD6Wa/didLLozE5Plhdy/kMj8KSEekZozXL6X8QfC2rWcNzDrNrGZePJmcLIp9CvaumDAgEcg96oB2amtf8AXj6H+VV81Nan/SB/un+VAEY6UU0HijNADqKbmjNADqKbmjNADqKbmjNADqM03NGaAHZqW2AMuT2FQZqSFlVy7sFVQSSTwKGBfpa4vVPFccElzeWdwt3BAwTZA+cnHI+tU7nx5qo02S4ttEVGUcefNnP4CsPaRvZnR7CfLzI7+ua8VeFrHxbZxWN+86RRy+aPJYAkgY5yPevItY+J/jaQt5ElraoeB5cOSPzNZz+PfGFxZeadbmSRBgbI1UH68VdzI72b4IaHtP2fUb2In+8FYfyrGvPgVFtJt9eO/sJYOP0Ncy3jzxvaMnmavIQVyA6Kc/pWhb/FXxGqoJZreU9w0Q5/KmrvYnQhn+CmuRzp5d/ZSKW+9uZcD6Yr0X4beGbrwro17Z3203L3ZcyIcqy4AGP1rlbT4t3iSI17YW0iBvm8olW/DPFbmmfFTSry4aCS3lt5GcbVeRfmJ7D1NHvIaUT0LINLVS3uFlYkJINw4BXGKs5q07iasOozTc0ZoEOopuaM0AOopuaM0AOopuaM0AOopmaXNADqktz/AKRGP9qoc1Jb/wDHxH/vUARUU2jNMQ6im0ZoAdRTc0ZoAdRTaM0AOopuaM0AOopuaKAHUU2igB1FNzRmgDzD43avJbeHLLSIWIOoTFpcd40wSPxYr+VeHhPNYHG5cY+U9BXbfF/WJb7x5JZA4isokgUZ7sA7H/x4flXIWjIFDrId3J68ADpxWUmUkVLjT5bpgEUCQDAXpwOpprQS2wh8+Mh53KnnHFbqeaW2gEgnICN8ze5P9K1hoR1ONfNt22R9AqHOajn7l8lziriI2M8EoJaLJJCsDgVTkn8iZmgOCc/NweDXb6hFHa70lQAEYXcuS/ucfyrjr6EuVmhhAhA5CAnbyfvVUJXE42K0Vo0o3u6oGBIz3x1qAfKxyAw9KtQnfeRLKihVONsjbR+J7UXYCzBwAN3O1eg/PtVklUEjkdq3vD3iC80z7RYLqEtrp+oJ5V3sXd8vTOPUfyrGmnMg4VUyBkKOp9ar0wPQ2tdG0C5NpZa0dRs5o1dhHHy7Y4AI6fjU3hv4na5o/iGGS6mkn08ERSWz8/u88YP94V50kkiH5WK9+DitjToJ9TnTZbyyFGUuyDIAHTNJ3Ez7EjdZIkkXO1lDDIwcEZqxaf8AHwP90/yqlbcWkIPXy1/kKuWh/wBIH+6f5VQiIdKKaDwKM0wHUU3NFADqKbmjNADqKYSAM1XlvY4TyrkeoGalyS3ZSi3si3RVFdUtD/y0IPoVOaWa/iiXK/N+lL2kLXuNU5t2sXc15b8UtYe5U6RbzMsaLmYo2Mk9j9K76PWIZba6kQqZLdGdlB9Bn+leF6pdvcPJLIdzSMWJ+tTOSa0LhCztI6n4fWyHw5c2kgUiNo5ceoIINdrbW0dzC0JUENHzjtiuW8CWbSeHjcFiN8bxYHfBro9Be4SfdIhERj2g++a4J/GenT/hHIa14eZXkAXaignP8q5Z7dWTy/JYEj5gFOCa9vubdJgwdQePSuam0uJZGYRAk9WNaqpZHM6aZ5jPps7QAFGYAcfLk1mppcjS58px64U17YmnQmLHlrjsKhbT4042Lj6VP1nlH9VTPFNQsmt4y+GGO5FZdjdSjU7WWFd80cyOoIyMgjFeq+K9NibT59qgHYcYrk/A+geZrPnzqNsS7sHue1bQxCcGzGWFamkfQGk6iNT06K52hWYYZR2NXqwvDNubawlUj5fM+X8q2810U23FNnPUSjNpDqKbmjNWQOopuaM0AOoptGaAHUU3NGaAHUU3NGaAHVJbn/SY/wDeFQ5qS3/4+Yv94UARZozTc0ZoEOzRmm5ozQA7NGabmjNADs0ZpuaM0AOzRmm5ozQA7NGabmjNADs0ZpuaM0AOzSZpM0ZoA+cPi1Aq/Eu82jHmwwyN7nZj+lcxb2kgcsiFQeQx7D/9ddZ8UTLefFK7VE3LbwQxnHpsz/7NTdF0p7q7j3KBGDkFcEj681zVZpM2pwuavhrw+120UjxlolILsR9729yetejwT29pGqJbqzqvAxg47cdhS2dstrYrsTAGMCqUax2l1qM9xbl2kcyrIxU4jAHQHpjFcUpNs9OlFRicj4r0uS31WKWK3WO2u1/eoSAFkz146kjsO4rG0fQRZTzq0iCNpS2zGSjdxjnkcda9Uks4dQt5XfcwVN0aj5e24EelcZZgi5WLCbwTwBwoycAfjz71rTk+U5q0FzXRzHiXwampXcdxalo2bCuJWAMg9R6Vz154F1RZgtiv2obfmDEAjtXvsGmweRmZFkdvvEgD9KhmsrSEFkiQH2FV7aSJVBM+e5/BOsW0RkmjhjGCTmYcAVgvAIg245PQYr1T4h3VzY2DRxgpHKQAwTOevVux6VzPgXRLbxBr1pazD5ZJ1yh5+UcnJ/A1vTqSauzKtGMHZEHhr4c+JPFKxz2li0dm7Y+1THYmO5GeW/CvV4vgnFbaR9ktteuUmd1eV/L+VsdsA9K9VREjjWONVVFAVVAwAPQU7NdFjnuJGvlxImc7VC5+gxVqz/4+B/un+VVs1Ysz/pI/3W/lQ9gW5ADxS5poPFGaBDs0ZpuaM0AOzSZ9a4zWvH8FhqE1jZW4uJYSBK7NtVc+nrWafiK4Cz3EEZs1b94Yjlh6H3+lDdlcqKu7HoLtnvUOM/KO/Ws+z1SO9gjmiYNFIAyOO4NXfMULknANefKTk7s9GEOVWRXmgCPmNAe+a5bUotc1G9ks7G2eJFXJuZgVjJ9Ae9dJf6vBZ2zuVLkcD61n6bdajriu0LrDbqceaVzk+gHepjHmdkaOXKuZmBJo8nhu3lupdT86WSNonTGAdwxxznvWBbeCda1JA6WjRoejTHZn3wea9Ph8N2KzJcXO+7nQ7leY5Cn1C9K2PeuynSa+I4atdN+6cr4W0yXSNHWwnA82GVt2DwcnP8jXQiBIrcqi4HWobsCK6WTHEgwfqP8A61PuL+zs7Rpru4jhjUZJdsVzzhaVjeE7xuRb98XuKpNEHJzWBcePdDiVzFNJKc/KFjIz+dYF98SpVG2xs0XP8UxyfyFZ+ynJ7F+2hHqd/t2jFRTYxjFeS3HxB16R8rcRpjskYqkfHPiISFje5HoY1IpvCTBYuCO/8QR77aRfUGjwVpD3EkrAbY02qzYrz+TxzqsylZ1gkBH9zBrtvA/xD0a0sDZakWs5WkLeYVLIfxHSqpYZqVpbCrYqLjeG56lFEkMSxoMKKkzVWz1C01CIS2d1FcRnndE4arFd55w7NGabmjNAh2aM03NGaAHZozTc0ZoAdmjNNzRmgB2aM03NGaAHZqS2P+kxf7wqHNS2x/0qL/eFA0Q5ozSUUxC5ozSUUALmjNJRQAuaM0lFAC5ozSUUALmjNJRQAuaM0lFAC5pM0VHcTxWttJcTsFiiUu7HsBSA8b1yzW6+IPiC7I3AyJEuf9mNQf1FWvDdittcvvAySTx9aZZTf2rqFze7cNNMzsPQk1t2tr5N0p24B5U+9ePUqXmz1qFJKmmaeqRzyWEH2TBmifeq5wSP8Kj1gwXi29rN8vmuMBOqnHIPoCMj0PSpdQUNYqFVvNDqFKttKsSB17ZzUsen2l1LbXUkCvcW+VSRuSO2Pf8AGmmrIaupMuSstpYSO3zswPHrngCuWs7RZtVeYgDJzjbx/n/CtDXNRaNlt0DtkZ+RsZ9Koabd7ZommJGfXHJ/p9K1jpEylrI6ZHCYDdBWHrmqQQxsjCQMwJBj4wPUnsPetSX5uR6Vh6iUQSNKAyMhRlPcHqKxjLU3ktDgb7VLPU7e5063v2maUAhZG81cg+tXfhbZwy+L4XgspYprYv8AaCpJjXjAIz0znpVzwn4OtluZZ7y38tN3+hkNh0X1OPX37V6v4fs7az0tRbRIhZmMpUYLNnqa7KVpSsjgxEXy8zNXNLmkortOUM1Zsv8Aj5H+638qrVYsv+Pof7rfypMFuVx0FLmk7CimAuaa5Pltjg4OKR3VBljiqctyXOAcCsqlWMFqa06UpvQ8NS4eLUZnkwZklfzDu+Vs9cZ7im6zfRW1qJLf96dmzgYVOvJ+ue3Wu71/wZpd/cveRSSW1wx3N5Zyrn3BryHxJZahHqCadOTIiEvuXADknk+w46VNOtGenUqpRlDXoep+DtVCeE7WNpMumQM9cZ4rYGsPuCvIWryTRrybS7AxKysC5YYPAzU83iK+nHlxyeUp4LL1rmlh5uR1wxMIx1PRde1eBbUiSZUUdWY8CtC8+JHhjQ9KiSzma82IFjSBCAeP7x4rw9ppdRuWaR3aFDhQWJyfWpbqHfNErfcVc4rpo0fZo5K9f2j0PQz8ZL+Vy8WkJHCOcs+eKqy/F3xBcuTb2ljaxD+8pdj+ZrhSuYicdSB9BRjArZRMW7nVaj8RfEOow+VJcxxJn/ljGFP51zMl7PPdOJJnb5fl3EmoSDTQuJM4o5RXdrD0umjbEhJ561eRo5QCCDWXcJkVLZyFWCnpTQieRwk+3jFNZxnoAaiuGzcA0HrTAZcHAGOuKgO4L1OTVhlyaYV5pWALS6u7CUS2dzNBKDndG5U/pXZ6T8VfEWnhUuXiv4x1E64bH+8K43bTSmetIZ7bpPxc0O9Kx38M9g5ONx+eP8xyPyrstP1rS9WBOn6hbXWO0UgJ/LrXy+U9DSxyzW8gkhkaOQdHQ4I/EUAfV2aM14HovxR8QaWyJdSLf246rP8Afx7MOfzzXpOifEzw9q5SOSdrGdv4LgYH4N0oA7PNGaZHIksYkjZXQ8hlOQfxp1MBc0ZpKKAFzRmkooAM1Na/8fUX+8Khqa1/4+4v94UB1IKKSinYQtFJRSsAtFJRRYBaKSiiwC0UlFOwC0UlFKwC0VXub60sgpu7qC3DcKZpAm76ZPNQyaxpkcDTPqNoI1GS3nqQPyNGgF6vNviF4oSTdo1m4dVObll6Fuyfh1P4UniXx/LdRNa6ErCJvle6Iwx9lHb6mvPpIptoZgSpP3vX3rmq1b+7EcVfc0NG1V7W+EWMiRxyBxx/jXoKOksYyflYdR/SvN7REiZHKkOFJz0xg9MV2lpNJFaQowyQgrz6ySd0ethZNxszXjufNR4pj+9jGJMdXTs4+n9DUeh3EkEUttcNmZZH3ZOct1JHschh9aybyZGUTBSXjzjBIOD1we1VpLyIyxvDIfOgUSAsP9ZHnABP4kcevtVIcrp6lm+n8+7YBgGRsFDjDe/tRDKYgcqqHIyFPPHc+30qjezK15uiaNmblG5zj19KXTbl7mXYTIH5GSfzHU1fQx6nWxbniB9Ky9SiXZ83POa17ZStqpbP41zOqa3YR33kSXSLIvIU8cjmsUnzHS2ranQ20O2KMlsOBnBrd0Cbfb3EfeOXp9QDXK2+p3OrKt1aQi5tQ20yRoRtI689G5rqNCgli+0zSIyCVlKhhg8A11YaMlU2ObFOLp6M2KKSivQseaLVmx/4+R/ut/Kquas2J/0of7rfyoew1uV+1QyXKpwDk1BJckjg4Ws+a4HauSrieXSJ10cK5ayLFxdKCSWyfrWTcagBnaaqX10sSM8kioo6sxwBXIat4li+zY06dXkzgttOAPauJKdV6Hc+Skrs3tQ1SOCNmmmCZHAJ5NeZ6rdtfXTyMSI87VHtTZbya6kzLK8hXux71A672Qe3NehQw/s9XuefXxLq6LYZGnyljwvYegqEsdkjgcKDipJ342Dp0p3l/wCiOMdq6TmGacoNqPap7kBkVh1AxVaxbbCR3qR3yuKSEICCoFFRA0uaYDt2KDgjPeoyeaM0XAc2CMU1QAcikzzSii4DXGXBqRQD1ppHBoQ0hjyADTDSs3NNzTYC0hwTSnpTaQheKNopKdQBG0eelQFdpxVwAUjoCvAosBNpniDWNDlD6df3EABBKK2UP1U8V23h/wCLmrLq8EetNbyWMjBJHSLa0ef4vfHceleebM8E4pGiAXI60gPq2ORJY1kjdXRwGVlOQR6g+lOrwTwL8Qbrw7cRaffsZtKdgPm5aDPdfb1Fe7QTx3MEc8MiyRSKGR1OQQehpgS0UmaKLDFqa1/4+4f94VBU1p/x9w/7woewdSCikopiFopKKAFopKKAFopKKAFopK5/xN4z0bwpBu1G4zOwzHbRYaV/fHYe5oYHQ9enWvNPHfxXh8O3baZo8UN5eqv72ZnzHC393A+83qM4FedeK/ixrfiAPbWzf2dYtwYoGO9x/tP1/AYFcCWYnNS5dhpGlq+tahr1+99qdy91cN/E/QD0A6AewrPDY6R4+lMLH0o3Y6AVBRKlzNGco8qn/ZYipxquoL927uP++yapBzntQXYiiyA0V13V15F3Pz3OD/SpX8T+IGXa2p3QGSfv4rHJJphJzS5U+hSk1szXTxFrUbbxqdxn3kz/ADrf0fxtMfLtNTKmIODHKEAKZPzfga4nPtSdKTpxatYpVJJ7nstjeWskcS+buLA7CBxxn/CrNsBbXkcvyszDcO273J/A814/Y6pcWEiMjkqp+6T0+leh6T4jh1G1IMhjk8vDLuxz9PT3Fc0qTibxqqR2lxr8skRsoiqzuNvm5yFz0PoaydQ0h7azzEy3TucMZ8MXJP3c9Rz0xxWfBqttBfee4LhSMDABye/v2r1XQtAtEsLW7u7QG9b96zPnKk9Bj2GKVKk5SLnXilqX/D2k/wBh6Jb6eWUtGCW2DCgk5IHtzWnSc96K9FKyPPeruLRSUUALU9oQs5JOAEYk/hVenoflm/64yf8AoJpPYFucLd+LtIghLnUIHwM7Y23E8Vzp+IFnKjn7Jcphcruxhq89XmNVI5ZMH6YqrG0kVhJC5OYlwD6iuZYWHU6ni59DV1bX7rW2mZ3KxqcLGp4AqBnzD8vCgVnaeQYPr1q0h+Vo8kYrojBRVkc8pOTuxLY5i3Z6nNTyHavuRVG0cCFl7gmrUjZAJ9BVEEH3pBV3/liVqpGMyZqyxwDQBUi+UsPelY5FIeHJoNIYgNLTafHG8sixxqWdjhVHc0wGmkrsvBPg+28RC6nvp5EigIjCRnDFj3PtVdPBcw1q4tLm5W2tUlMMU8vHmtjgKO/vUTkoK7KjBydkcpXW+GfBd3qk6T30UlvYjnLDBk9h7e9dfongLTdLdZ7gm8uFOQXGFU+oX/Gur7V5OIzC/u0z0aGB+1M5658E6DPbtGtkIWxgSRscj3968w8QaBdeH77yJvmifmKUdHH+Ne4V5X8RL+K41kWqW+HgUBpmzk55wOwH86jBV6jnyt6F4uhBQukcZRW5pHhXVNWa3kW1kW0kcBpuBhc8ketR69oM2i6nPbAPNDFgiYIQCD6166rwcuS+p5nsp8vNYyaaetL3oPWtDMSlFN60oNMB460p4pB1p1AETjvSAEryMVKw4p235BQMqMg8xRjrXqXw08XLZsNC1CULAx/0V26Kx/g/Ht715hJkzqP7o/rVnkHjIPtSA+oKK434f+Kv7e0r7JdODqFqoDk/8tE7N9exrsaYhamtP+PuH/eFQVNa/wDH5D/vih7B1IaKKKACiiigAooooAKOpxRXifxG+KT3LTaL4enK24zHcXkZ5l9VQ9l9T1P0pN2A3fH3xVg0fzdL0F0uNQGVkufvRwH0H95v0Hv0rwu6uri+upbq7mkmnlO6SSRtzMfUmoaDUXbKSI9pzQBxTqaOBQMDg0hTJzTsUY9+KAGbaMc08DmjFADdvrTdoNSYpCtAERQ9qaQR2qXpxTSTQBHuHdamilMbBo5GQjpUZ+lNxQM9s+EknhzUiI9SxJ4hjkLRC4bIdOoMY6EjHTrXtNfGEM8kEiSROyOjBlZTgqR0IPY17z8OPiqmsmLRtflVdQOFgum4Fweyt2D+/Q/Xq4tImSZ6tRRRVkhRRRQAU9Puzf8AXGT/ANBNMp8f3Zf+uMn/AKCaTDqfMca7Y05ySo/lUVwoe3kA5LDFSk4jQ/7I/lSKMxH3pgZunNtBQ8HpV8j593+zzWfIhgusgcMavq4YdOooGUrU8yD61bJ/dp64FVYlxcOOmatMOQPQUCHQryDUj0RjC0j9aAOo8CeGrPXr+eW9fMNtg+SDguT/AEq58QPCllo8dvqGnp5UUr+W8OeA2MgiuR0/UrzSrxbqynaGZe46EehHcVb1vxHqXiBojfyqyxfcRF2qCe+PWndKI0Y5jYIHKnaSQDjg4rb8MaVf3er2dzb2kskEM6M8gHygA88mt/w54buotNe41C13wyOjwW7DB3g/Kx9FPQ+ua7XUNK1a4Nnb2JtrO0SVHmCsQxUHJUADAFc3tZSdqaubxpJK8zi0u9M8Hm6ltNVe61EzfvIISVQjJyp7HHrWjoOm6p4g1GPWdeLeRE3mWls3Ayf4selQWngC4bxJc3epKq2YnaSNEbPmZbIHsK9AWM7c42ivPxk5QvBas7cNTUvfeiGnrRTlVpHCIpLE4AHenTQSQSGOVSrDtXk2la56PMk7EdVL/TLPU4DDeW6SpkNyOcjpzVxV3Ej2zSU0pRSkgfLJ2YiKsaKiKFVRgADgCs7xDHNP4d1CG3hMsskJVI1GSSa0qt6dYNqFz5StsAGS2KunzOatuTV5VB82x4fdeC9Zs9OW6e2ZnwWeFBuaNR3Y9PwrnT79a+ndT8M3q6dc/wBnTI115beUJBgbscc145rXw21LT7Nplma4vQcywBMZz1KnvXu0q04/xdDxqlKD/hu5wdOFOmglt5mimjaORThlYYIpgrsv1Ry7bkgopAaXvTEO68VKwOABUS9amoGU2GblvbAqyeoqBMNcSfWpz0XiiwF7Q9Zk0LW7bUYgT5L5ZAcb17r+VfQum6ja6tp8V9ZSiWCUZVh+oPuK+Zz/AKyu5+HHij+x9TOm3cmLK6bCkniOQ9D9D0NGwj2qprX/AI/If98VDU1r/wAfkP8Avik3oHUgzRmkoqhC5ozSUUALmjNJWX4j1uLw74evdVlAYW8e5FJwHc8Kv4kikFzzv4veOWsYj4b02bbcTLm8kQ8xoeiA9iep9vrXiHJqxfXtxqWpXF7dymW4ncySOe7HrUBIrNu5aQYNIetKDSE0DE60EUGjvQAoFJjmlpeCKAGkUg6UppaAG9aTFKelJ3oAQjmmkU8imnNADCKaRTyD1pMGgCI0oJU5HBpzCmgZFA7nuXww+KDXTwaB4gnzMcJaXkh++egRz6+jfga9ir4rGVIIyPQ19IfCrxw3ibSG0+/k3apZKNzk8zR9A/1HQ/ge9VF9CZLqeiZozSUVZFxc1In3Zv8ArjJ/6CaiqSLpN/1xk/8AQTSew1ufMpGY1/3R/Kkj4XFKv+rX/dH8qQcGgZDdRB1qGB+dhPNXGAIwelU5EKtuoAXy8Ths8Gpe9NVg6g4p9AEqfdpHoU4FDUCJ9O0y41a9W0tQpmYEqGOAce9ejaD4Ft9LuhdXcq3UigeWpXCqe59/avPdI1SbRtSjvYFV3TI2t0INdbB8Spg3+kadGV3f8s3IwPxrz8VGtJ2hsduFlSjrPc9NhiUqGYAluxFasekXbqzGPaRyASPmrkfD3ia01uNVRDAxHyJI67n9SB1xXf2WrwtGiTEo4GMkcGu2jH2dNKKMqsuebZh3FrLEpE0TL9RWYSSea9AYRzxFTh0YfUGsU+HIxeI4fMIOSp61x4yjKtaxvha8ad+YZoOmFB9rmX5mHyA9h60zxBDBHumYkzSAKi+mOprbvLqHT7Ga6mO2GCNpHPoAM15UNU1vxZezXVxGdP0p12xRY/fOv1/hB/Osa9OFKjyDpSnVrcxuRH96Pfg00jBI9KgmubewtzLPKsUUa5LO3QD+dVGuNRutV3QJFDpqhXErDc82RnCjsPrXnKLlS9Gei5KM/U00RpJFjUZZjgD1Nb8b2uhRfNmS7dfmUdquabaw22mRTNGpkVC+4jkVy1xM9xcSTSHLMc/QVtyPDxUt2zm5/rEuV6JG7D4mYygTQKIyeSpyRVjWoY73TftUO1mRdyt6j0rlgfSup0eM3WhtAxwCWUH0Fa4etOteE9SK9GFK04HgviHwjqMt1eave3dhbRsS5zIxH0HH6VxGcV7b4k8A213rMjX+p3k6/eRAQqxj0AqkPDvh7w5ps5m8oJJjMt1hzx02it6eK9muSWrMp4b2nvrRHkPTg5zSirusSWU2qTSWDTtCxzunxuY9zx0HtVEdq9KDurnDKNnYlQVKBxUS1Ix2xMfQVRJBCAdzerGpSP3ajNMg4t4/UjJqUjKigZEoyaeRjvigjHSl6ihge0fD7xamtacun3cv/Extlxz1kQdG+o6Gu7tD/psP++K+aNH1KXR9XtdQhzugkDEZxuHcfiOK+jNC1C31SOyvbV98M2GU+nsfcUugdR9FJRVEi0UlFAC15F8ctbEdlpuhJ96ZjdS/7q5VR+ZY/hXrnX618x/EvWhrnju+mRsw2xFrFg9VTgn8W3Gpkxrc5YdaDSLwBSmoLEpT0ope1ACYoIpR0ooAbUsMMs77Yo2dupCjNJBCZp0iXqxxn09/yzW5ptnLqO+KxgMqocRxMDiTuWYjr/IVMpKKuy6dN1JcqMn7BcElQqlh/DvXP5ZqGSGSF9kqMjdcMMV6FdfDbW5beX7NpLyxrbiVRHHhtxPVSeWHb8K5WW0udL3aXrVjcQOxBjMqlWj7ZGe2aIyUldDqU+R2bMMimippI2hmaNxhkYqfqOKi6E1RmFLjIozSd6AEK45ppGc4qUj5eaQDnHtmgCtIhUgHvSHhMVNIpaQfSnMqqp6HFADFXfEoA+btWt4a12bwt4kstWgyfJf96gPDoeGX8RmsxThAO+KikHzN7UAfZVvPFdW0VxA4eGVFkRh/EpGQfyNSVwfwj1k6p4Et4JG3TWDtbNz/AA9U/Q4/Cu7zWqZmLT4+kv8A1xk/9BNR1a0/m7H+638qTGtz5fQ4gQ+wH6UmQe9dz4z+HGoi7mu9BjM0EpMhgUgNG3cDPUVnaD8M/EWoxeZqRi04fwiT53P1UdPzoA5bOM1GxDda724+FOsR/wCovrScf7W5D+tMi+FOtS58y6s4v+BFv5CgZwS/Ix9KlNdvL8JtbBxFe2LDHUlh/SuPvLWWyu5LaddssTFHX0I4NAEQpaQUtMQlS2trLe3UdtAm+WRgqr6mozXpPg3ws2nMNTu3RpXj/dIpztB759a5sRXVKF+pvQpOrK3Q1/DXhu28PwBwA944/eTY59wvoK6ZZ1bOARgZqpTkYLuz3GBXkUsdVjJ66M9aeFg42SNGy1S4gmVYBkMcFD0NdipJUEjB7iuZ8O2G+Q3bjheE9z60nijxONFeG1t1aS8mBdI0XcWAIyMfjXfRqz5HUqM8+tCLnyU0bGrWbX2nvApAJwcHocc4NeZ63qF/DP8A2fpluZr8OFlLKdkK9yTwPwr0rTNWg1FCFOyVfvoeoP8AWk1PSo79Nwwsw+63r9aitSVZc8dWOjVdJ8stDyex8K3B1r+09X1D7dKh/dR7MKvviuhjvY7h0NuBMilkeRSCqFex9T9K4HxfrmrXGuz6LpJmVYAY7jyx1PfJ7AetWbXV18K+D5LNXjn1GAb2EfKxmQ/KWPft+dc6oTcfe37HS60E7R27ntdzqdtpmim+vD5cMcYL4Xd1wMADqfasqHxf4au737GlwDckDdGYGyuezHGAfrUenzQ+N/hyuxtpvLQxlsY2SgYz+DDNcP4a8Jz+F3uluLxpppiN4AwoI7++a7K1RUoJvU5KNP2k7LQ9Mlg0e7H34Qx4BVgDV6wtIrO2EUTFlySCa4W3lgl1GGyM0fnyMAIiw3H8K6nxDrVr4W8N3OoTYCQJhE6bmPCqPqazw8/aXk42Krw5LR5rmFrUrXF/cmIhWHyKxGQCB1/OvHvFNjbWSznU9XfUdYkwIolUhYuep9PpXQS+K9Q8Qf6HoMBeV+J71l2pHnrgGtPQvB9ho7C4kzd3xOWnl5wfYdq5FP2U3OZ18vtIKETxkdfenivbdZlt9I05rqLSFutucrFGuR6kn0rxm7niubyaaCAQROxZYgchc9q9TDYn22tjz8RQ9lpcjTk0XbiO1c55xihOtQam2LfHqQK6jnLUYwiL6LinsaRD8in2pM5BoAU8igYpc0DGaAGnrXpPwg1a4j8Qf2SWLW0oMoU/wsMcj65rzdhzXb/CX/kfLf8A65P/AEpMZ7BRRmjNUZhRRmjNAFPV9QXStFvtQfpbQPL1xyASP1xXyNM7vOZZDl5CSx9STk19JfFS/Fj8PdQGcNclLce+5gT+gNfNcvK57jms5blxJQOKMUinKg0tIoTFO7U2nUANXvS00cNTsUAWtOKrfoGONwZAfQlSB+pr1b4WaWZvssbhfs8knlyDIzuyCwPcdMc15TZWL3kpVTtVcbnxnbXXael9pqrcWt8yXkUgJeJ9uSp4J6gniufEQ54qN+p34OnU96UFfRo+l7zS47qWbUbB995GoWKNpNsRePdtVsAkDLc49B6V5p8X4BeeDNG/tgWS+I/PUFbViVC878E87QMde9ZL+OvFWopaRWQFndXbrG08Y2+Yc43lT8ozxyB6V5x4xn1WDWp7PU5pHukHlu8rFpMZ6Enp74raMlJaHLVpTpPlmc9dTC4vZplGFkkZh9CarsOaeOuKQ96oyG4op/FJjPNAAOlMDAMze+Kf0FRIN2zPTkmgCQnr+tMI3YHqaeeeO5ox69qAEHL5qJRuEh9SalB+UmmRD5TQB6v8CtT8vVNT0xm4ngWdAT/Ehwf0b9K9wzXzD8MtROm+P9JYthJZTbv7hwV/nivp7NaR2IkFW9OP+mD/AHW/lVTNWtO/4/B/uN/Km9hLcq9hRSA8ClzQIM0UZozQAZNeEeNY9njDVPQzZ/MCvd814b45H/FYaj/10H/oIoGjmxS0nQ0tAyexnjtr+CaaFZokcF426MK9s0y8sb6CJrKRHtxhcJ/CPQjsa8Pghe4uIoYxl5HCKPcmvZtC0aHQ9OW1iO587pH/ALzV5WYqGl3qejgebW2xsXkH2a6eM4wDlcHPHai1gFxdRws6oGOCWrVvLGG6gbUEl+Ux5Yf7Qrlf7Qs/7egt/tbJd2/ziDOBJkdx3xXmulyVLtabnbGpzU3bc9LCx2VnhQFWNePyrhJ2FzdG6kRTKc4bHIB7VdutXvL2Ly5WVVychARkdq5jxBrZ0qBIrZDPqFx8tvAvJJ/vH2FbV63tWoU9jOhSdK857mz9pNoGuPM8sRAsXPYDk1k3njvUPGOk3umaFatCrARvqMj7FUHrtHXPpXLyNrmomPw9PcSC6nQTXzyMuI48/cTA7iuz0/T7XSLBLa1QRwRgnk/mSaIVHQjZPVhKCru7WiOft/BotNLv4heSzXt8uya4dypA7kev49azLWDQrG+fTtOia8up4XhWSZd0LyKN3J/iOQOB0qDxT4wnv2/srRlcxzsYjOAcynuqH0963tEgtPCWi2dvq08XnGbci4yVdiBhff3relKcWpTd2+hlUjB3jBaLqbXwn1W+TTLmPVhJGs04NuGQKijoQB25r0a7021vlImiySMbgcH86+etd1HX9b8VS6fp6siWVz8gj4UMrAhmP1r3LRtcMmmQf2pNCt6FxL5eQpPqK7OePw1LHI4P4qdyXS/DWi6CZJ7Oyjimbl53JZz9WPNcr4niGvaxCJ2jk021BMcBGRJIRgs30HAH1q9qeoSXd3JtlbyvuqFPBFUK8/E4z7ENjuw+E155kNva29pH5dtBHCnXai4FSsQqlmIAAySegqC7vrTT4hNeXCQRZA3Mf6d65Lx9Ldy69JodvfJBpkNvHNc3HruGce+eMKOtc1LDzrPm6HRVrxpKy3Mrxj41jvIX0zS3YxnKzzYxuH91fauUsNJa4tWvrmVbawRtrStyXP8AdRf4j+labaTpjWCahbxXKWEHEkty203MnaNAOg9T2FVtastSeCO+lUvYriON41xEh/uoPTtnvXu0IU6MFFHj1pTqScmZPyeY3l52ZO3d1x2zVHVG/doPVhVxDis3VDkIvvXSznNSJhsXkdPWnEjccVhW8xM8ahu9bKttIyc0hjwwzTwwJqEcmpFIpgO6iu4+Ew/4r23/AOuT/wBK4bjNdz8J/wDkfLb/AK5P/SkxnrtFJRVGQtFJRQB5n8ZvtF3pmi6XaRyTXF1eMUhiXc0hVeMD6tWXYfAm7h8O3mpeIdTWzkht3lW3gAfbtXPzsePwH517VZ6TAbkaybcT30EMkVsG4255OD2LYAz6Cvmvxl4x8eTz3lhr9xe2UVx8r2TR+XHtz90ccj3zzWb3NY7HDpny1+lPxxTRnAp1IYn50opD9aUUANJwRT6Y44pQQVFAE0NxLbktE5UnggdDV6zvby71C1h88oXYRkrxnPBJ98Val0XTk8EW+trqM7X0t21r9k8gBBtAYnfn0K9utdt8LfDcPiu2vI1traF7OWANL5e92DE5OSeCMZrOpflfKrs3pStJXlZG7dWaWsc89lM0d3bRI0bIeVK85984HX0ryHX7y61DXb26vJjLPJISznqc816VqeuyxeEor15w1ze3k1pHCiKFCLJsLH+LkfrWbeeC9Gm+IlxorXeotBBayzTyxBXdnUcBFA+mR69648BQrUlJVHuduOxFGtGPJujzUHOD60h+8a0db0w6Hr+oaSZlmNncPD5qjAbB647Vmt9/6givQPLHDJFB4qNX5xT8+tAATTYh8v04pSM9TSqPlFAC45oK560tTWfk/brYXKloPNTzFBxldwzz24oAgbG3ngAU2BGk3bFZgOTtGcV9XWngPwF4Z0xtTvNKsYokwxnvCXCgnjJYmsLW/iR4Gtba6hsbq1lXymRYbS3OHJB4yFAoGfN1tO1nfx3CfeidZV+qnP8ASvr63uEu7aK5jIKTIsikdwwyP518eygCRT2PBAr6f+Hmof2l4B0eYkl0h8hs+qEr/QVUTOWx09W9N/4/B/ut/KqdW9N/4/B/ut/KrexK3Ko6CjNIOgopiFzRmkooAXNeHeOD/wAVlqP++P8A0EV7geleHeOSP+Ey1E5/5aAf+OikVE54kUlLjNIRSKO68F+GJGmg1i5KeSAWhQHLE9Mn0r0M9M9vWvJPDfi19BtbiBoWnV+YxvwEb/CtHw/PL4h1NJ9V1OVyJcw2kbY3Ec5x2UV4uLw9ScnOb0R6uHrwjFRjuetWDedbSWSiXMpHzLyq/Wqc/hqK21aCZbYPfPFsacD72ST+n8qILia3ZmhcozDBIrtrJmksoHcfOVGSRzU4aEa0eW+wsRKVGXN3PPNXTUbeJ4bGOA3oI+WdsKBnrxzXPT2b2s7Qoftmu36EPOflWCP1H91R2HU1HqegeLR8S/tVzDcLZXV1zNC2Y/JByFJHTgd66tzGkjSYVGcdcckD/CorUZUGktbmtGqqq1IVjt7SMzusaFIwHlxj5VHc+lc3qbXviFIBGRZ6KXUzPO217gZ4CjsD05xmtW9ubS/JsJ/NjjaZUVsYEzA5KgdSOOTWsyKy4Kgr6Y4rmjJxd2tToavonoVotPjUQO9nbxrCP3KqoJiPfBrA1bwcmseJF1C5uStskajykzuJHv2FdVDMrs0QdW5wQDkqf6U/yH3Yxx61vBVG1OmZy5LOMiNoY4mZo41XzPmYgYJPqaVVLMAOpq8FAXb1GMU1YUQ5Ga7KmXSlJSv6nPHFxjFxKjRupOV6d6aQQeePrXQW+nzLPbSGPzYnIYlegHvUt7oEl3fNKJVSM44xyKxxGXcnwO46eOTfvGDdaLp2oeHLqbWrc/ZbVWuEmQ4kXaCTtP04rzeysJ/EmtxaxqkZt7JwsdtaxrmQRrgKT6DA+919K9l1w2dh4fe1m2PEQEZX53d+led3V4rlltwVVvvN3b2+le1gMG2lG1z57NMzhQvK+vYm1h9HTUbTS5kR8QkQ2vl5jHPUnt0rifF/ihbuwbS4pYshlDrbjdHgdtxx+QGPer3iWW8/sZ47SSKINnznZsMyY+6DXm+R2qa+DcKzlI3wOYrE4dOJKuDRceH9R1LRrvVbWES21kwE20/MoIznHp60xTXrXwkjB0bU2IBD3AUgjg/LV7lvQ8TsIQoWTqSRWkWwc16H47+H/wBgMmtaJEBaqC9zar/B3LL7eo/KvN/OR+QRg81OwEwlHoRTvNHoajBXAO6necgHWmhkiuMdD+Nd58JGB8e2/wD1yf8ApXnou13YX5vpXffCGXd4+t1zz5L8enShgew0ZpM0ZqzMWikzRQBmaF4m8Tt4xn0S48MTnRxKRDqKgqqptzk54YE+nPNdB4402w1TwXq8OoRRvEtpLIGcDMbBSQwPYggVeTWtItbVfM1SxRY0G4m4QAfrXivxb+LNjqWlzeHvD04nSf5bu7XhSn9xD3z3PSsTZbHh6fcUn0p1IOQPpTlG5lA7nFADD16jnpT8FQN4K56bhjNfYPh7wV4a8M6XEbbTbUFIw0lzOgaQ8ZLMxpbPVvBfi6abTbaXTNSeNNzw+Ur4XpkZHI+lAHx41Mj44Ndx8VPDFl4V8bz2OnqUtZYknjiJz5e7OV+mRxXDNwwNAG1N4l1Wbw1D4feeM6ZDJ5iRCJQQ2eu7GT19aseGtc8SaXLLb+HJbkSyyJKyW8PmMSmQp6Hj5jWDwcc19Q/BLQ4NL+H1vqDQolzfs8zyEYYoCQoz6YGfxoA+fL7UfFOnaVHo+oNf2tl5pnS3niMYL7t24ZHPPNRzeLvEVxqa6nJrN418sRhW48zDrGeqgjoK+i/i5ZW3iP4W3V9ZvHcC223kMqHcCqnDYPpgn8q+W/xoAQsWkZmYszckk5JNNf8AhPoaXHzA5rZ8MeHpvFHiG00mDK+c2ZHA+5GOWb8B+uKAKekeHNX8QXZg0fTri8lU/N5SZC/U9B+Na+s/D7xX4dsjeapos8Vsv35VKuqfUqTj8a+jNOuvDvw58OsZWSy0+JQuduXlf8OWY10OieIdD8ZaJJdWE8d1ZODHMjrgrxyrqenHrQB8WOQBTweKm1+C2s/EGo21lKJbSK5kSFx0ZAxx+lQgflQAtIc4JHUdKXv1pOlAH2TFbWHizwDbRamgazvrGJ5hu24BUMTntg968R+KHhzwBo+gxHw3d2n9pLcKrRQ3ZmZ0IOc8npwa9X+HbjX/AIQ6ZBIf9ZZPaPn23J/KvLpvgMulxCS+18O5/gt7fA/Mn+lAzxqflAR25r3D4Iaj53h/UdPY829yJVHorr/iprybxPo40LXLvTRIZUiwUc9SpGRn35rq/gvqf2XxfJZscLeWrIB6uh3D8cBqcdyZbH0BVvTf+P0f7jfyqnmremH/AE0f7jfyrR7Ga3KoPAozTQeBS5piFzRmkzRmgBc14P4wkE3ifUZR/wA/DD8uP6V7uDyK+f8AWpPO1jUmBz/pDn8NxoY4marEjNITTFbDYPSn5qSzcTTdGtrSOe91bz5HUN9ntFyw9iTwKrW2syafdibToY7baeCRvYj0LGsyisvZXvzal+0ttoejaf8AEiACP7ZayJIMZkiIIz64r0PwR46sPEFzLp/2p3uxmRA8e0FPQHuR3r51rU8M6guleKNNvpJjBHBOrSSAE4T+LgdeM1FPDQptuJc686itI+qrm3S6tpYGLBZUKMVODgjHWvN7LwBrOgajqGpRaodTRbGWK1gnB37jjAPbtXeaNruma/Zm60y7juIQdpKnlT6EHpWn1FU4p7olSa2PG9RuYtE8P22p6vIINbntpPLjmj2srdlC+mSOe9cJcS+Jc6HqV5qUrR6k58hYX+YAMFPy/jXuvijwFo3i6aGfUftImhQpG0Mu3AJz06VBJ8OdEmttFgY3IGkf8e7LJgnnJ3evNZQw1OLbNJV5ytdmRpVhZWVv5VpG0aofm3Z3M3qxPU1rSwyQ7DIMb13D6Vpy6HKZz5UiiI9NxyRWolhCI4llRZWjXaGYV001GkrRJnNyepzkls1vcIjDzAdrfKOoNaF5pEj3Ia2RREwHGcbTW7tAxgDjpS03Ue5BVsbdrW0SJm3EZJNPuZ0t4HkZgNqluTTLy9js4t7gkn7qjqa57VJo72XIy0bIAVI6eoohHmlqRO/K7bnDapqkup3Bkc4TOQM/rVCta80OaEyPEUaFRu5OCBXN3iasJxJYmFoQo3JKOh+tfRQnCNP3D8/xOHrzrtVnZ+ZyfjDUY7m+jtYwcW+dxPdjXNZ5q1qazLqdyLgqZvMO8qcjPtVSvCr1HObbPtcFQjRoRjEcpr2H4SceHb0+t3/7KK8dU4r2X4TrjwpM3967b+QrNbnS9jvGwykEAgjBB714x8RvhymmW9xr+iMY7dDuuLTsgJ5ZPb1HavZ81HLFHPC8MqK8UilXRujA9Qapq5Kdj5NjZ5BncalWNj1Zq6TW/BOqaN4xfS7Kznubadt1oyKSCh6AnoCOhz6V1umfCXUJ9smo3sNqp5KRDzG/PpUWZdzzeONgPlwo9e9eofB7SbweLYdS+zSJZqjIZXGAzHoB69K7DSPAOgaQVkFr9qnXnzbk7ufp0rrrEBby3VQAocAAdBT5WLmK+aM0maM1ZAuaq6jc/Y9LvLnP+pgkk5/2VJqzmub8f3f2PwHrMvdrcxDHq5Cj+dJ7AfMhAbDFRkjNJ2K9uoqTGaZjjpyDWCNx4Py1JB/rI/8AeH86izhKni/10f8AvD+dAH20kUeo6N9nlz5c0BifacHBXB/nXPaV4c8J/DXSbq+t4o7KFU/f3MzlnYDoMn+Q71s6ZMRpMgU/OiFh+VfI3iTxdrvii5L6vqUtwqMdkX3Y157KOM+9MZJ428St4u8WX2sbGSOYhYUbqsajCg+/f8a5xxxmn560hGRQIW1he7uYrePmSZ1jX6scD+dfaLaAF8HHQLW4NqFsxaJMi5KDbt3AevWvlz4T6QNY+JWkwuuY4HN0/wBIxkfrivor4q67eeHPAF7f6fcG3vN8UcUgAJUlxnr7ZoGW9K8IR6R4BfwstzJdQ/ZpYFklUAkPnjA9M18eyRtbyvDIMSRsUYehBwf5V9YfCPXr/wAR+BIr7VLlrm7FxLG8jAAnB46exr50+JGmHSPiNrttt2qblpkH+y/zj+ZoA5g/dr2D9nu0SfxVq07gExWIRfbe4z/6DXj1eqfALV4rDxtPZzMF+32pjjz3dTuA/EZoAi+Od3OfFNrpxLCG2t96rngszHJ/IAV5zpv9tNbXaaYL825UfaRa79pX/b28Y+tfR/xP+HMXjC/guoboWd3EmzeybldCc4I9Qc/nXS6BpOi/DnwIxWTbaW0TXFzO4AaVu5P16AfQUAfHkq5QEVLE25AevarGpXY1HVLy8EKwrcTvKIkGAgYk4H0zVSDgup9aBE1IRml/Gk70AekeEPjBqHg3wsmjWumW9yySvIk00rAKGOcbR75796par8YvFerysXks4B2EMHT8ya4M01B8xoAt31/c6ney3l5M008py7nv2/lVrwdf/wBkeNNKvCSEjuk3f7rHaf0JrN6VBMCrhhQB9hdDjPSrml/8fw/3G/lWBoGo/wBreHdO1DOTcW0cjf7xHP65re0s/wCnD/cb+VavYyW5TB4FLmmg8ClzVEi5ozSZozQAM4RGY9gTXztNJ5l/KxP+sZj+tfQV422yuGz0ic/+OmvnSRvnV89MGkyokcuUkPPFKGyM065GTkVDEeopFlgGikHStGyswyiWQd/lGayq1FBXZ14LBzxdVU4FWO0mlQuq/L6mq7KwIyCM9Miukxjpx9KaUUkEqCR0yK4ljXfY+pnwxBxXLLXqO0zxPf8Ah/wxPY6f59pdXV0srXSvg7VH3QPrXv8A4G1e91vwdp+oX4H2mVDuYDG7BIDY98V883cCz27KRyBlT6Gup8PeMNU1XxN4T0qyRrKC02wyQox2yj+JiPoO9dFGqqiPDzTLJYKaS1T6n0AWAp1ef29wLvVtU1BHf5rgwqfNJG1OBgfw85rt7EyGziMpy5XJrdxsrnlFilqlqF+tlGDt3O33RVcaoy6cty8Y3sxUKDxUpPcDRkkWJSzkBQMkmqR1SKW1nkhJ3Rjowxmoprr7VokspXaSCMZ75rn8npWkIX3AtXN+13BGsozIhPzDuKqUUySVIV3SOqD1Y4reMdLImUlFXbsQ30cctm6yymKM/eb2rmLy5hdVgtUKQJzz1Y+pqfWr0XFyFim3wqOg6ZrMHsK9fDUeWN5HxGbY9VarhTW3U8x8Q28ltrl0sg+++9T6g1lk1ueKNTTUNTKxxqEgygfu3r+FYRPFeLXt7R2Pq8E5PDw51rYVTwa9r+Fa7fBwb+9cyH+VeJdq9w+GA2+CofeeU/rWcdzpex2eaM0maM1ZAufejNJmjNAC5qxYn/T7f/fFVs1PYn/iYW/++KT2GtytmjNNzRmmSOzXB/F28W38DPAXw9zcxoq+oB3H+Qrus15X8bZsado8O3700r7vTCgY/X9KUthx3PG6RvWnAZ70FTj0rBG5HkZA981OjAOpOAAQf1qD+IVLQB9a2vinQ7XTnu59XsltTAcv5yn+H0znPtXyZIQ0jleVLEj6ZqPA7AflS5pgLzS9qTPNLQB6H8H/ABR4f8Ja/e32tzSQtLAIYJFiLqMnLZxyOgro/i/8SdA8TeH7fSdDunuT9pWaZ/KZFAUHA5AycmvFmGaYpwcUAe1/CX4maB4T8NT6XrE08MhummRlhLqVYDjjvkVxvxW8UaT4t8WjU9HSbyVt0ieSVdpkZSeQOuMHHPpXFYyKTtigBEbP1qxZ3lxYXsV3azPDcQOJIpEOCrA8EVUI2uT605W5HvQB7fpvx6trqxij13TZhfRrhpbXGyT32n7p/MVxHjv4m6n4whjsET7HpMTblgDZaQ9i56HHYdK4N/lnHvT5BxmgBEPH0py8SZ9RTE/GnMMjjrQBKSKKKQ9KAFPSmr0pSc8UtABUcoJjPqOaf9aChIOP1oA95+D2pi98Ei1LZeynaL32t8y/zP5V6bpR/wBPH+438q+fvgpqf2XxFf6Y7YW6g3qP9tDn+RNe/wClf8f4/wBxv5VovhM38RTHQUtNB4H0ozVmY6im5ozQBU1eQRaNfSf3beQ/+OmvnuUA4HtXvHimbyfC2pN/0xK/nxXg8n3qllx2FYb4B7DFVV4fFWkPylaruuHzQUWE+6K2bSOREG/eBjgEgisaPkVq2d2GAjkYA8BfeuTFpuGh7/D1SlDEWm9WXqKKK8o/Q7hVWS8vdI1O21Wxk8qeA/K4GcH6dxirDsERnboBS6LPZrqcV9rKn7FCC6RYzvYD5c/jXThU+e54OfSpyoODV2eg/DmzurbRpbi+DI95cGfDdQp749+a9BvdQnju2WCfEYAwBj0r5+s/E+o3fjOLUTdPAs0yq6qeBED93HToK9QsvGWgX8SOmowxs3HlzHYw9jmvZSTPz5M6m8uHngt2kfe+Dk+nNOe4hbSEg3fvFfcR6CsW+1SzsNNkv5p08hELZDA7vYetcTp/iS81+ya5mbYpkYLGnAC54+pxXRRoKrJQTOLH4xYWl7Rq56OLuR7MQK48oHPHeodw3bcjdjOO9cXb3tzanMMpUenUU86hcSXy3LPiTIGQOMV2fUGnueOuIoOK93U6i41C2tlYvKhI/hU5Nc/c6q9+jwTRrtZsxkdVPaqNwpS4kU9QxqPrXTSwsIK/U8nG5vWry5dogwKsVYEEHBrJ1XxDZ6SfLk3STYz5cfUfX0rfurhLhY22FZgNrns3ofrXnfi+xt7SeOVZJWuJyXbcRgCliasoUrozy/DUa2I5Zu6OblfzJnkxjcxOPqaharlxYz21tDPMu1ZslATyQO+PSqbV4Er31PuoOPL7uwZr3L4af8iRa+8sv/oVeFg17r8NuPBFn/vyf+hURCWx11FNzRmrIHUU3NGaAHVYsP8AkIW//XQVVzVnTz/xMbf/AK6Ch7DW5VzRTc0ZpiHZrkfiBBBPpVqLmFJ4vOKlHGeSv6dK6zNYXi+HzvD0rd4pEkH54/rWdZXpsqD95Hmsnw0069A+yX0lpM4yqON6f4/rWTefCvxHbRl7c212o/hSTa35N/jXe6PJDfmWG5lZMOHiyeQNuCPzFbMmjooI+2/mSa4qUm/iZ0YiXK/cjf5nz7f6PqOmORfWU0ADbMsvGeuMjjNVfWvTPiFH9n0IW6vvUXQlBHQ5G2vMzW6be4tLJoKbnmg0tUIO9O7U2loAMZqJhgg1L0pjDPagAQ5FOxUanHFSA5FADHXIpv3dtSdTUTjgj0oAJx91hTgdyDNKRvjI9qjhOQVNAAG5wKeDxTSCG4FOHTmkBKMlR6mlCgdTW5ovhDWdcRJLW2CQNwJpm2L+Hc/hXbWfwgj8oPfayxbulvDgfm3+FZzrQjuzaFGc9keWADJxRwOT0r12T4b6Faqdwupm/vPLj+QFFj4b0yxVxHpdtLIGyrzLv69jnp/Ws1iYPYuWFnFXZ5CzqBncBV3T9M1PV3EenWF1dknGYYiQPqegr1vw3YWL+NmNzp1rmS1bywY1KggjkDHoCK9LQCNNiKFUfwqMD8hXVS99XOWb5HY8b8A/D/xJpniqz1i+t47KCAtuR5AXYFSMADPr3r3TST/p6/7j/wAqoVe0j/j/AB/uP/KteW0TLmbkUgeB9KXNNB4FGaokdmjNNzRmgDmvH85i8JTgdZJET9c/0rxiX71epfE+52aRZQZ/1k5b8h/9evLZD8xzUPc0jsCnkUki85oB9KcTuWkMSM4FWraUJIoZQykjOappxUmamceaLR0YWq6VWM10OiopkR3QoT3AqC7u/szKAu4nk/SvFUG5cqP06WLp06Kq1HZaEs0JlZMt8inJX1rIvy/2p1YnAPAPStSa5RYxkna69R29Kx5ZpJtvmNnaMA4rswsJXuz5nPsTQcOWD1epACQ2QcEdxTSB+FONNNd58eG5igQsSqnIUngfSu08GTq1jPBnLI+7HfBH/wBauKqWOSe2YSRvJEzDhlJGR7evNb0K3sp8xx4/CfWqTp3seg3/AIhsNOuhbzFy+MtsGdv1p0PiDSpx8t5Gp9H+WvOts1xISFeWRsscAkn1NRZGeorreZVL7aHlrh+iorV3PTfEviGCwigniUytd24khcD5CRwcn8K52z8bOrYvLUMv96I4I/A03U1a98AaLMqlntppoW2jOB159q5SsZY2ondM7FlGG5WnG9zspPGyG6j8u1b7P/GWPzH3FZPiS7g1W+imtp0MQhGSxwQfTFYZPFNYFeCCDjuO1Zzxc6i5ZF0ssoUZqdNWZa1LUJNRuFkcBVRBGij+EAVQbpTs0w9655Nvc74RUFZDc817v8OGz4IssDHzSf8AoRrwfNe9fDxdvgbTv9oO3/jxpx3CWx1OaM03NGa0IHZozTc0ZoAdmrNgf+Jhb/8AXQVUzVnT/wDkI23/AF0FJ7MFuVaOaSiqELVbULb7Zptzbf8APWJlH1xxVilHUfWk1dWC55VobpHNI0oPnAYiXGea7GzQTncWwP71ctCwttanhkDoY5nEZHAySflP1robNZrs+UknUZkY+npXFDRPXYdeUZOMYrVnJfEa1h/sG5njlDYljVV7gbq8m+tey/Ei0gg8IzsqjeJYgD6/NXjPFOEubU3jDkVmrCkUn4UUgNaDF70tNOccdcV37aX8Oibdv7Yvo8cSovzBsKpJ3EcbiWAx6UAcFSHkcV2trZ/D+azD3mpanbXH2iX5IYvMBi8z5CSR12en49ObPiXS/AWlw2tpZ3eoy3YkieaRSrAwscnpxuC4wB685oA89PWlU12UN54Esdad10+/vNONvtCXJ+cSbwdwwR/DkfWkt774fpqF4ZtJ1eWzaOIWyiYB0YZ3lucHJx+tAHI1HKMKCK6PXL7wxcWEMWi6RdWlyrgyTTT79y45Hp1rnyMqRQBFC3Y03/VzexpBlHxUky5QMO1IBW9QaQc9DQh3p70AMG4xQB754JZZvC+n+nkgV0CxPGeHOD2NcT8L75bzw99nBzLZSFGX/YY5U/zH4V6IEDjkc15VZNTZ7FCS5EU5oGkiO4c9sVzpv4tO1fZOcZQnb/ex6V1rodhUda891xG/4SR2IZowoChe4/8A11MI8z1Kq1LR0LNlfND4ns5JItga4ATnJAbgj9Qfwr0jmvKPNN1rulFgAou4wOOSSwr1bNethPhaPExPxIXmr2kf8hAf9c3/AJVQzV/SP+QgP9x/5V0y2MI7lAdBS00YwKXiqELRScUcUAeY/FK436hYW+eEiLn8T/8AWrg5PvGup+I03meKpFByI4kX9M/1rlpOgxWb3NY7CDGadUa9akFIZFyGqQGlKg0qqMgH1pPYqKu0i+LqRLe3ReCe/tmor+YS3GB0Qbc+pp05U3kYjIIVR09qp5rCnTXNzHsYzF1fZezcrrT8CwGDwBd3zYIx9ORVXrT1OGUnpmmHgnFbRjY82rV9ok30GnvTTTz3oSKSVtscbu2OiqSf0pt21ZzpN7HR+Hjpz6FqsRsILnVfLYxmdiMRlcEx9t6n5ueorvLiy0DTLLU9Khggk1KHSmjljk7eUFcv7b9+OPSuDsNPvtIXbeaXGDeo6RTyBvMgypGRjgZz3qnpmrXk+r3d5cxz3s11aTQyFRktlNuSfQcVmqkXszRwkt0dmuoW019pEsNhaWITQLi4j8kNnmOQbMk9M8881S8Oz6ZpngG4a9tdFa/FxIqDUYmd3wikBdv17kU3/hZNsL2x2eHrQada2pg+zcFnypHL4+7yeKybrxyL2W8F1oGlyWs5VkttjKsLKu0MpGDnHWr1JNDwUNMXTtY1vV7ZDZRyJEkSkhInbLZA/wCAhfxrq7rw1o95rOq6pcWouGv76KwgiRcraebGpEpA6kZ9q8eF7cLZT2aSsttM4d4gflLDOD+Ga6NfH2rWGpXN1pFw1qLmGKOVGAYFkQLuHoeODQB2ieCLC38NRaaluZp5opbubUggYK8L48of3Qee9ZPxTlW9sdMvXt44Zkurm1QKu3fDGQFP55rj7XxZrtlYNYw6lMLV5RK8JOVZs7jn2J6iq2u+IdU8R3gu9VumnlUbUGAFQZzgAdKBaGUelRt3p5qNjigRGetfQPgNQvgfSfeIn/x418+sRnNfQ3gxPL8GaQp/59lP55NXDcmZvUUnFHFaGYtFJxRxQAtWdO/5CNt/10FVeKs6d/yE7b/roKUthx3KuaM03NGaZI7NGabmlzQB5p4st5LPxPJLbtsecLJjGQ31/EGt/RZry6tjdxxwcna/JVsipfFiLHLaXTrlMNG38x/Wq+hM0dubxmEcDR/vEP8AeHcfyrz6y5bo1oxbnfoc38R55pvDUwliVP3kecSZ/iryL616f8QLj7Zo11L0CSxqEH8HPf1NeYGtIWtoXFPqBIpM9qKB+FWUHfpVi0gWeUqxOAu75fqKr1YtJ1t5WZ4ywKEYB+n+FJ3toaUeXnXPsaC6ZAdpzK2euMZFOXSYw4BRunOH6d/SoY9XIQCSIu23aSGx6/40h1ZjHsMIOT83zHn/ADxWVpnrKeDRKtjarcSK0ZYBcgM2cHn/AAFMu7S2S2do4RuCdVJ6/wCc1DJqsz9I0BJyT1zUVzqU88TIwUbhgkDtQoyM518NytRX4FMHinA1Gp4pSTWx5I2de4p0Z3pincOuD1qFCUkwaACPKuUqYDmo5htYOPxqRWJHA7UgOq+HOsS6R4qhAJMNypjkT+8Oo/Ec178JR51uEwYZkLBvcYI/TNfLVhdNZX0F0hIMUgf8jX0SlzJJYWqW8pjDMJFlAzsQjDcH61yYiHvJnVQnaJ0E7rGhJ6AZNcHrAla4WdEAXzCUT27/ANPyrtBZtHavBJPJMCCC8nJrnNYhnSeGGBPNI+aP1IGCc+/H61zQsmdFS7SOXTD+IdKdHxA1zGy/724V61nmvH2X7JqUDw8wi7RlH935hXr7cMR716eE2Z5uJ+JC5q9o/wDyER/1zf8AlWfmr+j/APIRH/XN/wCVdMtjnj8SKIPA+lLmmg8D6UZqiR2aKbmguEBY9AMmgDw3xfc/afE+oy/9Nio/Dj+lZJ5QGnXkxuLmabOd8jNn6kmo1OY6yN1sJ0NODY7U09aKAJQc0tRg08GgZYtwB5kh6KpwPc8VBU/3bIn+8+PwFVyaiGrbOnEe7CEfmB6U2gnim5rQ5RT0rU8PazPomqJPCyKr4jkLjI2kjNZWaQ1nOPMrMcW4u6PdtJu31HSo5p4wC5PBHDAHhvxGDTptIsJrJrM2yR278MsQ2ZGckZHY964rwb4wiSCLTb7YgUpFb7ASWJOOe2BXbXOrafZq7XN7BEEGW3OMjt/OvnqtKrTm0j3adSFSCbPJPGOhnRdYIBXyJvmiA7Dpg1zZ616L4u1TTtag821tTfQW+Vkmhcq0R7EjHK+/SvO2xk46dq9rCzlKmlLc8nEQUZ3jsJRRSZroMANMbrTjTD1oEIelQuambpUD0ARtX0f4ZXy/C2lL6Wkf/oNfN7nAJ9q+ldGXy9C09P7ttGP/AB0VcCJmhmjNNzRmtDMdmjNNzRmgB2as6d/yE7b/AK6Cqmataaf+Jna/9dBSlsOO5U/Gj8aSiqJF/GikooGZfiS1W70OcNkmPEgx14PP6Zrm7c3T2iiWSIwrgxoozx2z6127KHUowyrDB/GuGt2ktxNbKhaWEsqqTjOCRXNWiuZNg5SUfdZzXjWxiGgXVyHLt8pGcKF+YdFHH868w6V6p4tgll8N3ckxG9Y8+Wp4XkcmvKu4qUbUmuXe4tFH4UZoNAFLSUUwFzRSUoOKAD6daQijNLnikBCThvan9RTXXPOaEPGKYCHKnIocbl3gcjrSkU5R2NACcSRke1NhJ247ihf3cu09D0oI2T57NQMQdP0Ne4eCNS/tPwpas3zPbZilXuVAwf0INeH5wzCu7+GGsNZa5JYM2I7hdyg/3h/9b+VY1o3ia0pWlY9rtrglVtpj+8C/I2ciVR3HuO4rM1Ce7Sd498UNvjcJioJ+nJx1/nVlomKGPY0kIO9CjYeE/wCz6j2/Dmsu7vfNLRSyK7KOCFwx9SUPQ+tcSjrc6nJpWOL1OC4TUULMdn2hJDkAc7hXsR5Yn3ryLWLsSLIoUEx/OcNwB+P54r1mNg8SMOQyg/pXoYN7o8/FWumh9X9G/wCQkv8AuP8A+g1n1f0b/kJL/wBc3/8AQa65bHNH4kUB0H0paaOgpaoQuao6zcfZdEvpwcGOB2H1wau1z3jmcweDr8jq4WP82FJ7AtzxQf6uljPJGaahzuFIhAYGsjoJTSU5ulRg880CJBT81GKXOBQMsNMptBCRyGyDUBNMLUmaSSRc6kp25ug8mkpuaKZmOpDSUE0mAZK8qSCOhB6UjOzHLMWPXLHNITTaVluO7Lum6pdaTepdWrAOOGVhlXXurDuKhvLn7ZeS3Hkxw+Y27y4hhV+gqCm0rK9wcnawpNJSE4pCaYhTTaQmm5oAHNQmnuajPSgBjc8etfTdkuywtk/uxIP/AB0V8zwjdPGvq4H619OINsaj0UCtKZnMfRSUVoZi5ozSUUALVrTD/wATO1/66CqlWtM/5Cdr/wBdBSexUdypmjNGaM0yQozRmjNABXJapD5PiR+cLOglHu3Qj8cV1ma5rxYm17C7HBR2Qn2IB/mKxr/BddDSmlKXLJaM57xKm/w3qCr/AM+zE5HP0rxj+OvbNWuLY6JdxuDJNLbuMA4ABB5/+tXia1hGXMaqkqbaQtHeiiqKCg4pOaKYC8CjOaSkzzQA7tS4puc8UufSkAEZFRfdapRnNRuOKYDuvNJnBoXkYpG4oAJBlcjqKR/ni3dxT1wRTF+V8fwmkMYzZdW9RU9pdyWV/BdQkiSJw6n3FVWG0lfSnry49hQB9DaB4kj1SGCVYyqSKAo65J/wrY1K0F1GpAHmJnaT/KuB8F6e7eE9MuY5DtleUMPRwxA/DFeiomyBFBzhQMmuGrHklodlGXOrM8o1KIx3t0rnlmOD/CcDH6V6toFz9s8PadcZzvt0JPuBg/yrgPE8AtpZkwNjDzFOPzFdb4ElEnhCzGc+W0kf5Of8a6sLK8mceJjZI6OtDRv+QkP+ub/+g1n5q/op/wCJkP8Arm//AKDXbLY5Y/EjPHQfSlpAeBRmqELzXD/FC6aHw9bwD/ltcDP0UE/zxXb5rzX4rTkyaZbDoA8hH5CplsOHxHncX3sUZ+akT74pT941mjcmU5WmMcGnREdKa6980AOU0rGolNDE5oAUmk3U0nNNzQJkm6jdUeaM0rgSbqKZmjNADs0E0zdSE0AOJpCaaWppNIBSTSZpu6kLUAOLUm73qMmkzQArHJpD0ooPSgCXT136paJ/enQf+PCvpg9a+bdGXdrunD1uov8A0MV9JE/MfrWlMzqBRSZozWhmLRSZozQAtWtM/wCQpa/9dRVTNW9MP/E0tf8ArqKUthrdFSikopiFopKKAFrM1+38/SZcHBj+fJPbv/OtKqupYbTLpScbo2XPpnj+tRUScWmVF2krHDLbsbFygV0dSu48nGCP514uF2jFfSkFpFaaVN90YRmJwOy9a+a85Gexrhou9z0K0FGwUZpKTNbGAo4zS9RTaUHjpQAGkA5paKAE2ikHFOFBFACA+9KTkUmRS8AUwIxwaUjIpStHakA1Tg05l3D3pp496kU8UAV5QcAkYPQ0RHJOalmwY6rqcdKBnu3ww/0vwA8QOXhu5CvseGFdjbuJIQR3GRmuL+DgI8K3hz1vTj/vha7M/uLlogmEI3KfrWWJp3ipmmFqWk4nPeLDAmnsJFJ35Cjbn9e1O+HEmdAnixgR3BwM9iAf6Vd19bZ4FE8TFvLfawPC5wCcdzyK5/4czyW+p6tp02Q+VlAYYzj5SajC6TKxjuj0StDRf+Qkv/XN/wD0Gs6r+jf8hNf+ub/+gmvSlsefH4iiOg+lFIOg+lFMQteQ/Em587xQIe0EKL+J5/rXrv414j4xlNz4u1F8cLLs/wC+QBUz2KhuYSjB6UOMtmpByOlIwrM2GqdrCnPimDk5p7DIzQBCDg0McmkbhqQmgAppOKXNMY80mAu4Um6m5phPNIRLuo3VFuo3UAS7qQtUe6jdmgCTdTSaZmkJoAXdSE5ppNJvoAcelJSbqM0ALmlzTQaWgC/oOD4j0tfW7i/9DFfSB6n6184eHvm8UaUP+nuL/wBCFfRx6mtKexlPcKKSitCBaKSigBat6Z/yFLT/AK6iqdW9L/5Clr/11FKWw1uipRRRVE3CiiigLhVbUBusJl9QP5irNV70gWkhPTj+YqKnwMun8SOd8Z37ad4N1GVTtZojGh92+X+pr597Y/CvW/izqBj0eysAeZ5t7fRB/ia8kXpXDRXu3PQryvK3YKTilpDWpgA+lKOlIM0vQUABoyKODSUALkZxRmkoAzQApFJil/nSZOORQAGkpetJ1oARgKRSVbHahz0Pp1pQO9AxZB8pFVasMcnFQEYY0Ae5/Bs58JXWf+fxv/QVru7tRmOTGSDtz9a4b4Oj/ijpz/0+P/6CtdzeZZY0UZy4J+grSol7J3M6V/bKwslvDdQGOZcgjgjqD6ivNfDV7DB48tYYFmEcsbxs0v8AExBII9vlx+Fd1rJEcMKFZGJODsPQeteWOws9es75A6eVe+YST91QTgY+h/WuKjo0zqxLvoe11f0b/kJr/wBc3/8AQTVDIPK9O1X9G/5CI/65v/6Ca9OWzPOj8RQHQfSigdB9KKZNwrz/AMS+AJ7u8n1DTJw0krF3gkOOT/dP+NegUUNXGpWPAb3Tr/TZTHe2c0BHd0OPz6VW3DHNfQrosiFHVWU9VYZBrn77wRoV8S32TyHP8UDbf06VHJ2NVU7ni+CG9qfIMECur8SeCRozxG2uzKsmflkXBGPcVzktlcwrl4m2+vUVm5JOzNlFtcyKLgYzUec1YYAjlRVdlAPG6i5L0Gk4qJz81T8d81A4y3DA0hDM4oJ4o2k+n500huwJoATfS7s1EQwPQ0A4oAl3Um+mbqTPNAEm8+tMLU2g0AKWpN9MJpuR6UAS5zRk1GDinA5oAfmlD0ztSA4FAG/4NhNx4z0hAP8Al4DH8Of6V9DV4Z8MLdrnxrC4X5beGSRj6cYH869zransY1HqFFFFWRcKKKKAuFW9L/5Clr/11FVKt6X/AMhS1/66ilLYcd0U80Zr51/4Wf4x/wCgx/5LQ/8AxFH/AAs/xif+Yx/5LQ//ABFR7SJp7Fn0VmjNfOp+J3jA/wDMY/8AJaL/AOIo/wCFneMf+gx/5LRf/EUe0QexZ9FVXv8AH2CcnGFXP5c18+/8LP8AGPT+2OPT7ND/APEVHcfEjxZcwNDLq2Y3GGAt4lz+S1MpppocaTTTNv4p3sVxr9rbxE7oLYbxzwzHP8sfnXDDii/1W91O9kvL24aa4kxudgOwwOnTp2qt5r+o/IVjFcqsdE5OTuWsikyDVbzpBn5uvtR50n979KBWLWaAeKq+a+Ov6Uea/r+lMLFkjigDmq3mP6/pR5r/AN40gLBzmlJI4qt5r/3jR5r/AN6gCxzS1W81/wC9+lHmv/eoAsd6PSq/mv6/pU4OVBPpQAjcqRSKcoKdn1pq8Ej3oAPrULdamPSo2Hy5oA93+EOB4JOB/wAvcmfyWu2uDho2PTJB/KuJ+EP/ACJJ/wCvuT+S12t8rNZS7Blwu5fqOa2lG9JoxhLlqp+ZzGr3U016Z45Gj2fulQNygHcr3yfrXn2ueW6+Wu9pzNudnbapyOg+n9RXrOoWtlqGlC5mjTzUQMkpByv5cmvMPFNnJBd7GU+YzKcckDB6j6iuCMk1ZHVUg07s9M8J6smseG7O4GPMRBDKuc7XUYP6YNdXov8AyEh/1zf/ANBrx74WXjLqWpWeCI5EWQDsHBIOPwr2HRv+QkP+ub/+g16EZc1M4bWmZwPA+lGaB0H0orQgM0ZoopgGaM0UUAcZ41kLXdrH2EZP61yt63l2qj2zXSeMTu1iJfSIfzNclrEoVduegrzautRnu4ZJUEzm7j55jyevar8GnQyw7n3E46hsVmsd0ma3LM5gNEm0iKcYybujMurKOL/Vu3/AqzzG27bsFbF594VQb1qozdiJ0Y3Kr2kyAsYsj1U1Bg4+ZWFbKtuj/CqEijJNWpsylRSVykSvctSbl/vGpmFQOo5quYxdNIXII+9TgMDqDTYMPByBnmpYo1LYI4ouNQbGYPoKac45X9a2P7PhEQbaQSM9ahNjH2Zx+NLnRfsJGQw/2T+dNwc8LWudPQ9JGFC6WneVyKOdC9jIytpx0o2sK2Rp0A6hj9WpPskCtxGKOdD9hIoWdjd6hcLBaW8k8rHAWNcn/wCtXcaR8J9Uuir6ncR2UfUovzv/AICu3+HVtHB4XEiRqpkmckgckDiutreEVa5yTk07GJ4d8KaX4YikWwRzJLjzJZW3M2O3sK280UVoZN3DNGaKKYBmjNFFABmrel/8hW1/66iqlW9L/wCQra/9dRSlsOO6PjyiiiuU7AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACu4tvht4iutJtdQt4beaKeFJUCzgNtZQRkHHrXD19YeE9Oik8D6ExeTLadbk4I/55r7VlVm4pWHFXPni88E+JLBC8+j3W0clkAcf+Ok1gyRSQSlZUeM9w6kEfnX1xJpcWzIllB9iP8Kzbzw7ZT4SfdKuDxIiN/NaiNVvcpxR8rv07UwjfhVGST0FfUsHgXw2nzjSbXd6mFP8KzvEng3SJNNjgSLyFNygJhRFOM+u2q9r5EtFD4a6c2neB7IMwL3Ba4IHbccAfkBXU3DBLeVj2U1H4V0aCz8MWMCSzMiKVXcRnG4+grUvtKheykUyS4ZRnBHr9K7Ob3PkcsVeevcxbFlW18s5xGdufUD2rz3V7adLjWXmXEt26fZtpyThu3pnNelwaVDHbXIEsv325JGf5Vzy+HLZ7W5vGuLhrjeyK5K/IAOAPlwOpry43TPYqRRw/g4Xa+KNJuYVYwytNC468AEsT+PNe3aJ/wAhJf8Arm//AKDXPeGPDdlZ3cyxPNiKJUQEqcA8k9OpPWux0uwjj1FCHc/Kw5x3H0rvofw2eXVVqisc8Og+lLXYf8I9p3/PJ/8Avs0f8I9p/wDzzf8A77Nbc5nyHH0V2H/CPaf/AM83/wC+zR/wj2n/APPN/wDvs0+cXszj6K7D/hHtP/55v/32aP8AhHtO/wCeb/8AfZpc4ch4p4pOdebPaNRXD6xNvd8V9IXngPw/qFw09xbStIwAJE7jp+NZ8vwm8I3BzJZTn/t6k/xrjlG8mz1YVeWmo9j5jX71blkR5WK96/4U54L/AOgfcf8AgXJ/8VUy/CjwlEMJZTgf9fUn+NKUbhTq2ep873owaoMBivpd/hP4Rl+/Yzn/ALepP8ajPwe8G/8APhcf+BUn+NCVglVTZ81xSc4OKikr6X/4U94MH/MPn/8AAuX/AOKo/wCFPeDG66fcf+Bcn/xVWokOeh8wOKrzcRmvqU/BrwSeunXH/gZL/wDFU1/gn4GZedOuP/AyX/4qqSMW7ny3ZnMTD0NWIuHr6bT4KeBo923Tbgf9vkv/AMVTx8GfBC9NNn/8DJf/AIqk0OMrHz6T+4T/AHagPWvpD/hUnhDaF+wz4HT/AEqT/Gk/4VB4O/58bj/wKk/xqOU6HVPnClB4r6N/4VB4O/58bj/wKk/xpf8AhUXg7/nxuP8AwKk/xp8ovaHzlmo3OGr6S/4VD4O/58rj/wACpP8AGkPwf8GnrY3H/gVJ/jSsL2y7HJ+CIxH4Rsf9oM35sa6GunsvCej6baQ2VtA6wxr8uZWJ/MmrP/CPadj/AFb/APfZrrjKysedKN5NnH0V2H/CPaf/AM83/wC+zR/wj2n/APPN/wDvs1XOT7M4+iuw/wCEe0//AJ5v/wB9mj/hHtP/AOeb/wDfZo5w9mcfRXYf8I9p/wDzzf8A77NH/CPad/zzf/vs0c4ezOPq3pn/ACFLX/rqK6U+HtO/55v/AN9mpIdEsYZUlSNg6HcDvPWpcroahZn/2Q==",
"path": "002678.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002679
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAGvAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAoopCcDJoAQkAEk4A7muM8UfE3w54VDx3F2Lm7UcW1v8zfiegrzf4m/FeeWa50LQZDFAuY57pThnPQqvoO2e9eKs7SOSSTzk5NA7Hs+qftBX5dhpmjQRRdmuXLN+QwK5m5+NnjKdCovYIec5it1B+nOeK4CKJXVssd+ePemiI7sYOenHamB6bp3x38V2ki/axZ3kY6q8Wxj+K/4V3Gh/HjR7spHq9lLZOcAyRt5iZ/mBXzuybcgHBB5FIOh6gntQB9s6Xq1hrNhFfadcx3FtJ92RDx9PY+1aNfHvg3xtrPg+9E2n3BaBmzNaSEmOQe47H3FfTvhDxZp3jDSRfWLFWU7ZoWI3xt747elIR01FFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRTCQqkkgAckmgCK5uYbO3ee4lSKJBlnc4AFcBq3xJs4ZWEVwYkX7qhMs3ufT6VxXxM8ef2hfNZ2VwVsYDtDKf9Y46kfSvLRfyXLnywcZ+8eaVzaNNW1PZZfjBfRsfs9ssi9mkIH6Zp9h8YZzcj7bAApOCUYED8K8PnnkXJLlQaqpcTSSbY3JJ7k0XZTUV0PpLUfi9YQoy2dpJPIV+Uhhge+ay7L4zKswW8sJgp6sHVsfhXhMeoT2jeX5mQDzkVbXUIpR8yKrHuBkUXYlGNtj6b0/4keHdSISG72yHHyyDZz7Z611kFxFcxLLC4dD0Ir42uZTCFZmUZ6ELius8IfETVNAmXE7zWxI8yFzkEe1FxOmnsfUVLWF4d8Tad4m0yO9sZ0OR88Zb5o29CK2wwPQimYtWHUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXAfFXxNL4d8HyLaSBLy9byI2zyoxlmH4fzrv68A+N9+174otrBCSlpbjIB/ic5/kBQNHj7I0sh28nP51oaf4evL+RUgiZ2Y9hWjpOjCW5jDsQpPJxXt/h/SbWwsY1ihCtjJJHJrOc+VG1OnzPU8NvfDmoaM4W4gZNw4Yc/jWG8LpKSAdo6+9fVT2MFxHtmiR19GUEVzGu/DXSNYBkiBtJT1aLofwqY1O5cqS6HzrKFKh+jH+VMCgrkGvQ/Evww1bS4vNs0W8jUHJjHzfitcU1lcx7vNheMrw25cYrRST2MXCS3RUTDYUnkdDiul8C+LJ/B3ie3vlZ2tWIW5iVuHjP9R1Fcyd2SAOM9anEUkuHWJto5JAqrk2PtS1uob20huraQSQTIHRx0KkZBq1Xl3wS19tU8KSaZNzLpknlq2eWjbJX8uRXqNBIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAleZfE/xqunonh6xfN3dL+9dT/q09Pqa6fxZ4rt/DdhJNKu5gMKnd27AV83axq0+p6xc6rcY8+UgBR0RR2pN2NIRvqzD1ESXuoNCmRGhwTU+UsYABtx6DrVZtSO4iMDGePc+tV5YJpVDsWYuevpSNOtytcXTSyEk5J/SiBzG24npzUaxMXwBk1sadokt0hcA4A6etDaQlFyZkNIXkLE9ealtxmUKSAp71pNoFwHKhPmGcL64NUI42ilKsOclcGhST2Dla3NFrZBBIskvA6DNZ6rLbycMGUVdcGSBUySzKPzFUJWdXXI4I4z3pgzofDniK/wBA1KO9spT15Qnh17q1fVehXtrqujWWo2q4juYlkHqMjkH6dK+PYsFAyHGDXsPw/wDHj2OkwaZcM6IpKo+75Tk5/A80LsKcbo94orF07WBOojuA0MnATzFI3++elbVMxCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBK+bPH1wb74haswwyxSCMf8BUCvd77Wmtr4W0UO4hQzM3A56DPavCNa0rULbV7y/v4iv2i5kPqMkk/yxU8yvY1VOSV2iPSrORpYniGGyAOK9a0uB47dN4IbA4NYnhSwWDSopWQF35GewrozNHAu6R1RR3Y4Fc85XdjopxsjShUbcnNPk2hc4rLh1a0nfZDdxMfQOKu4d19aNkVbUrSYY8H8KzrrTbW6BWW3icEYO5AcirUwdX6VDM7KuazZqkc3feGtMVSEtIl+iiucl0q3hcoqKFPbFdtcTq2Rn865rUfkYsKqLdyZLQf8EI/svijxBajIAiQgfRj/jXuNeLfB+NpPFmuXOz5fISMt77s4/IV7TXWjz5bhRRRTJCiiigAooooAKKKKACiiigBK4/xf4xh8PwuiyIHC8t1OewA9a6W/uRZ2E05/gQke5xXy1491e4vdcmTzjtTqc9z1oLgrvUZrvie61a8aa5ldl5Kh3zj8KwmuTcwPt78fhWfNH5UEfXMh+pq1Yyb4BgY2kgn8ak1v0LWg6fHczF3XcVUsRVh7kRu9tsAKfKT71seFrIxwahet/qgwhH1Yf41zt87NqUrbeZm3ADsc/8A1qz5ryZqo2imWLTSmN7GAmWA+YY613Ph6xgaGQRkErzx3FWvDfhR9XtTeSl42ZcBgcHNZ+q+G9W8LznUbSd2jT5nyOQPcdDUSaloaxXKzbu9FSK/gkA+WQMv4nmvPPE2lfZtWkaNSA43Hjoa9Fs9WOqaYkbBfNQiRMdx7VzXi59489cZaP8AI8ZFRB2kVUScThrhAjRsc88Gq+fOhMTgFd2R6g1JPKZQM8AdR6Uts0XmHPB2k/iK6kzjaI5QYSqqe4JB96v2Vw9uXVXYL0IqpcSxT2w3DLKf4eKjgvIzIEk59Ce9MV7M938FeKkutOWzuJ1IjwAknGBjsa9M0fUBcgxhw+BkHv8ASvlvStUGn3iTR/N/s54I9K9l8Ia7DdywTWUoDscSQseDx+h+n1qlqTKPVHrFFRRSCWFJAMB1DD8alpGQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBzGqwqmsmVyNrqrH6Diub8Q28OsaKYoCsp3hkIIPRvX6Zrd8TBZr6KBn2RMUWZs4wvJqsYILeONIY1RAcAL0rml8eh3r+Gm+xDZ2wtrSOFAAEUCszVdE0+8/e6gHkUDgM5wv0FbyDJwKnnso7m1MUqAhhzkVLvfQastzzO80/wbIgjttRS0uQdoeKbOD9D+FMsbvxVo90qf2gNQsc/K4G75fr2+lbmreCrG41Nb77IjSKMMoOFfHTcO/SrWm6I1vLI+RErHPloOAabnpoNQ6s17K/W9j3shQ9we1F7Pboh3SKPqah1qdNP0eSSJQCoySBXl+q3Rv7eS6up7tYImAlMCghM8DIJFJK7sNuyudjdXVszER3EZYHswrJnb7Q2wYJ9q5C30TQL5Way1i7+0D+CRQh/Tg/nWzosN3o8ki3pe7tvl2bThzk8jPrjNWoJMzc2+h6v8NNA/sfQZbqRMT38plJPXYOE/TJ/Gu3NVLN1eygdYjErRqRGRgoMdPwq2a6Die4UUUUCCiiigAooooAKKKKACiiigDH8TRtLoF0qEhtvGO9fKHihR/wkN3Hu3HzWLE+tfXmoANp9yGxjy26/SvkDUWE+rXtwxyBIcE9yTQ9jSmVmjjEMfmkjb931NPtI1k/dqpCDk+pqjPNtfzJeSegrV8LxXWoX7LGmM4246AZ61EnZXNYq8rHYyzwaTolvZ5XcCssvP8AF15/E/pVLw34Xk8Qams0SkR7iSxH8qtt4HubyRzNqIUAbuRnJq1pMXiXw4v+gXkEyg8oemKxi49zpal2PZtI06HTrOKFQBsXGKq+I7VbnSLmFY97SIUAA9a5bQPGWpXNyttqdgYmPSROVNdsZgybjg1LatYSTvdnnmkeFZ7cAupTA+UGqPivw1IbEyRJukj5Yf3h/jXZ6z4gtNIhMs5yOwHJNcTd/EWS53x2uiyyg8BnPX8MUlFvVFua2Z5TfWxt3eI5XsCR+hrLtZFF9Gsp2rnaT7Gu/wBXtdR1oGZtFaMf3lUg/wD164PUbCa2lYNC8Z/usOa6Is5aie6IWcrKy578VX+84x1FTYLbWPXvTobYuT6g1aMWaNhlSBJyPU/yrsvBl9JbeIYhEx2NkEZ/z61wrO0SgZ6EHHvXYeCIvtev6YvP724IyOuOKOpfQ+prElrC2YjBMSk/kKs01VCqFAwAMAU6mYBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGDrlkZGjuFGQo2vx2rEZNrBF4VegA4FduRkVx9+VGozhFwN/aspwV+Y6adRuPKOi4+Y1pAkx9M1RgHy+9XYmwMVmjVkBt/Nbmq77I2KgDirM8pRsKawW1lU1T7L/Zt3Im0sboIDH7gnOc1LsWkyj4tcnTdgztfg1g6NZxXFk0MkatkbWBGciuk8S3mn/YCkkqIXYKgZhyT2Fc9pcn2eUp3BwaT0LWpR1HRYVEcaRKFjbepAxg+tb3hXRzqeoQCTb5FufOlB/i5wo/HFR3zq2FUfMeK63wBp7W+mzXr43XUnyeyLwPz5NXSbk9TKs1BXR2dFFFdJwBRRRQAUUUUAFFFFABRRRQAUUUUAY/iK8Sx8OalcucCO2c/jggfrXyReMBuT+M/O31Ne/8AxS8ReVoUunRFgZj8wHdQeSfQZ4HrXzpcSlr1jntSZrBaFS4mRX3uu7j5VPQmvQvhbYtcte3knJyFH5V55cQ+YPk5IP5ivYPhHGo0OfPXzjn8qxru0Degr1B2s30+n3ATypnRz1iPNQz+NZ9JK2c2keW7hSBJNl2Bz/wGu61Tw+t+gIXkcjFZt14ae6MX2i1EzRDahdM4Hpn0rCE4pao7JqT+GRVsbk3ISaOF4nKiQxsuCAec4/rXbx+Y2mCTvjNZlppssS+dN/rmXZknOF71tSjZp2BwMVLtfQG7pXPOp1fUr6Z5jiGE/Mx6D8ao6trWi6MFgS1uWnYAgmHGc5wQCckcHnFdDZWUc17PDKgaOQ7ipJAyOhqHxJ4cTW7iKa6iDyRLsVuhK+hPeqhKNveCfNf3Dl7fxWhdYyzKkigqsiFeD0xWTq9kdUV3VDgZ5IrqJvDVxc3kTuqhYgFQBegFX5NOW2spEcZJ55oc4p3iLllJWmeNalYtEzHGASDVS9t2heOVcqGXPB7f5/nXQ+JV2HIHG7FYdzMJ7CPB5UbTXXB3SOGpHVkKSC4Qp3HGffsa6jwJdGDxBphzzHdgY9mGDXHRZiVjmtDTbp7W6imRirI6sGHqKohan2ojbo1YdCAakrifAPixdf01Le4KC7iQdD99fXFdtTMmrBRRRQIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBK4ggm6lJ672zn6mu1Y4Un0Ga4ub5Zy/wDC5Lfn2qJmtLdk6SYwfWrAmCrk1RA4G2pD867ScA8da59jpQ+SVpCzIAwBxxWfdyNAgLxshkYLnHFQXOk3ETM1vqE4jbnaTu2n/Csu6m1qBGi/dXYA4IOz8+oNPzsb06LktzD1qxVtdXGMhdwLDOD6jNWILcW6BixLHqTVC51KQ3iLfQPC5ICHdv8A1H+FXjvE3lscgc0mrileDszU0fTG1nUVtt5RSpLMOqr3x716nb28VrbxwQqEjjUKqjsBXJ+A7XEN3eEfeYRqfYcn+Y/KuzrohGyOCrNykLRRRVmQUUUUAFFFFABRRRQAUUUUAFV7x2jtJXT7wU4PpVio3RZEZHGVYEEe1AHhHjiVZbHUbqXJEt39niHokQwfwyTXlRtUluVXcF4YnPr2Fet+MdIuor6606TcUiEk8ZA++HYEn647V5PqhEE7spxuJxRI2jsY0oeG7YIe/SvY/hOP9AnXcCHYOPbtXi7MzPktz1r0P4T6xLF4jOnuw8mWJmUejDFY1o3ia0ZWmfQVqgIGRmrhhXHIFZ9pIMA1PcTkJgVzxaSOiUW5aFS9ZVmCjvUN3vNjhT0qpeXCWY+03UixgdCxwBTLzxFZnTN6SRsu3IIP9ahK92apWtYxbCbOqhD1zXZm1BjDbQa83tdQt3mhvYZQ5MnQcH3GK9Kt7oS2y8jpQkuo6l9GjPuIAmTiub1ohYSR6V1N+4EeRXE65cYt5ef4aXLqUnoeQeKLjM3lg9zWNGQbNiO9WNen868kReobBqCGNIrYFjkEZHv/AJNd0NjzZu8mQqoCDcfvZqWJ12eYB8uOnpVRmYoQfU4/GrQjCwJjrkE1dyEtT0n4eapJa6lH5b5WKaNlwcbgxwR/nvX0wOlfMXwp003utjOFW2KzsT1IB449utfTETF4lZhhu496a2IqbktFFFBAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFRu6opZ2CqOpJwKAK1/J5VlM+cHbgfU8VgGFZoCpFWdQ1OK6H2WA7xkFn7cdh61HHxxWM3dnTTi4rUzAxgk2SDK9mqeMqxwDU9zErnkdRzWbLFNbKWT5k9O4rNxuaXtsXZ7d2Q4PXuKwLmzmjkOLlx3O4Zq8mrBUKb8kHoetVNSvQbckDk+lJxa2NYTsc7eWqi68wncw7mrNpZ3F5cJDEheeU4CjsPeqRugCXlGWHIQf1r1rRNLtrCwhdIVE0kamR+pJI559KunFt6mVeroWNJ05NL0yG0U5KD5m9WPU1o0UV0HEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAee/FZI7fQU1MECWJ/LP8AtKeor5t1V/tN8zZwMcCvd/jXq8Y0GDT0bLvLuIHovU/TtXhk0W9Y3GCW6/Sk2aw+ExWQ7lUjBzg1teE74aV4q0u6c7U84Ix7Yb5f6/pWaG3swPVT8pqvKxaJB0KsSDSavoNaan1pbsQuVPaokuWklJkkCgEgKe9c94G18a34etZncGdFEcw77gOv49a3b2wgvGDSLn0IJBB+orhkraM9CMrlm4igvLfyp0SROuGGazLjQrOQlUiCBVztXofese5jvra4MRvJDHn5S/p9RTLldY3JFHfxfZyMs/mHNNK50Rotq6ZZg0W2tpPMCDd1ya1Ir5Y8BHGf7ua4m8W/WQJHftuboFz0/Otzw9owtx9puZnuLh/4nPAHsO1S0TOLibt7Mzw5PGRXE+IpNlo7twiAk5712epOCNgOABXlvxA1VFtksVbmY4bB52jrTgruxlKVo3PNZFSad55XzucttA6596fGPtFyqk/UDsB2qGa4Qv8AIgVUGFA7+9O018TSO3UjaD9TXcedfUnbCXDkoMYwoP4Vas4kNyBc/liq1zKHkWMYyo4Pv/kVI8kkjxsAQwQAj3FBSPTfh7Mum+J7baBskYxE565GcV9C22RbRgnJCivlLwdrYfxBp0Vw4RRcqxYn7vNfWK42Db0xxVGU9x1FFFBAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRTHkVBlmAqu12M4RfxNCTYFuoHuFXIX5m/SoDvlPzSfh2p6RFeuKqwFPV47uXTybW4eGVTuJUDJXuK52GzOGaR3cnkl2Jz9c12Y6Vj6haeRlkX92x7fwmsasW9Ub0ZpaMybdB5p44FXl4GBUcSbefWpO/Ws0rI2buxknUelNBUIQ3NOftUTDHJ5pgYmo6fEyO+wDnOelclNJKCRvO3pjNdXrN0XHlR8L/ABGuYkTc+B061JZFawedeQRHPzyKv5kCvc0AVAB0HFeFSM0R3KSrLyCOoPrWzpfxG1W2uII74pPbhwsp2Yfb0yCOpq6bSMa0XLY9goqKCeK5jEkLq6nuDUtbHKFFFFABRRRQAUUUUAFFFFABRRRQAVl6xqS6dYPIFZ5WwsaKeWY9BWpXH65d7dXUlC/2aMuqD+KRztX8gCfxoA8r8f3EchmtJNhvAAZ5Oy8ZCL7Afzya8xjl2tJFFiXgjcD19hXReLL1d10JFJv5bmT7TMTwOcBFHpjvXKyWzRWIlclTJyoHYDOP5UGy0RXRGjnidh3GRUV0oQ/J91icA9uauGFxBGSSXYE49KZc27mJJFjbyt20MRxn0qR20Oi8H+Jn8NaujyE/Y5EVZ1Hb0Ye4r6AsryG9t0lhdXjkAZWU5BFfKsrsHHXpXp/wt1u4Frc2ZdmELK6oT0Ujt+I/WsK0NOY2pT15T1y6083CEAA57GsObQL8udoUL6k1u2WpRzR7gefT0qy94vqKxSOqM5R2Oaj0CSM5fGT1PrV4lLRAM8irNzfrGhJIzXIaxrIG7DfhSauO7erF8Qa9HZW0krMMD9a8R1bUZ9T1R7qY4BOEHoPSug8Q6hLeT/O2QOi54FczKrSXkaAcAYUfWuilFLU5a076EMNo0xlbOFT19aSJSsnycgfritC5xa2bIANxOPxqtarvaMqR6fjWxztEL8ykZPBrQtGeWzndiOB1Jwfwpj226U7AdgP3vWuo8FaP5usiO7spbryAZRbI6rk9eSew701uD0MC1stt0gJKsUyexBIr6Q+E2v3Gu+DlS8YvcWT+QznqwA4/TivBNYu/+KnlkW2W3UuT5aN5gXtjI4r6C+Fug3GheD4xdqFuLt/tDIeqhgMA++KZMtjuqKKKDMKKKKACiiigAooooAKKKKACiiigAooooAKKKryOXbap+WhAOa4RTgHcfQVA88zHAGwe3WlKhRkCnDBFVoBCE3HJJP1pylAcMBUmBRtVuCBTuAbFI4pQGXoc/WmGMocofwo8xu4pAShj3FOZVdSrAEEcg96iD08PSAyrqwaAl4xuj/VaqZro8gjNUrnTY5TvjPlv+hrOUOxtGp0Zkk1XuWAX/CrFzDNbt+8jIX+8ORWdcPvHBB/Gs2bLXUxNUwM+prOjhAizjk1p3MBlk+nWqc390VBZi3o+8AOtTaFoJ1O+Xev7mIh5D7dh+Na2n+HrvVpwUQpAPvTOOPw9a7my0u3061FvAuEHLMerH1Na06d3d7GdSqkrLczUjubN/OglaNs5IHQ/UV0On6rHcoqTFY5zxt7E+1U5YgwxioJLRJEKsvBFdLVzkOmornrO/ns/3NxukjHCsev51uxSpMgeNsioasBJRRRSAKKKKACiiigAooooAK838RXU6a5cQWnzXU7BImPAjAXlz9BXpFeT3rXlz4h1RrWFnbYbUOnWNVOXIz/ESeB7e1NDSueWajpC6h4ubS7WVpYllPzMeN38TH0HBOawNQIbMSEHy3K7h0OOMCupsYre3a9vruVo40Qr5anmRj0Un045rmriLfcSHZ5XzfLGeCM88/nUm5StSpugHwURTnNd5daFDe/D5riIqHt2EucfeyMY9z0riYrAtKUiV2cnK54GMZxz3rY0vxBc6SJ7AkmKVSqB/wDlnIeM89O/PahCexx11GwIk9q6r4aXWzxWIv4Zrdlb8DmubljaW58pGDKz4JUZA/2vpXafDXRJE1SS/kHGCkfHbuazqaQdyqd3NWPVGgZDujYqfUVE894i8MD9RWqkWUpnkA5BFcabO/Q5q8u7ogh2x9K5PUpnJI5ru9Ss8Idtcrc6e0rnAqosmXkcFepy7v0xWdJcbXgkKfPHwff0rqNV0/DBW4UEk+9creYOCnV810QZzTQl3KJY1HHJ4PvUml22dzOdsSk5JrPYlnMfUY4q9IxOiooO0k4JrUx63EutS3yKtt8kaHgjqx9at2WrXiyhTMxGSVwcNkjB564PpWLGmwqSM7untV612+WSxJfOFPtjpTEtWevfCXQLTUdfl1PUESUW6DZGyjakmfT6V79Xyd4V1e5gmb/iZXdr5rAO0DKCccdwa9V0/Vda09PtkOu3d5GPme2u0VsqB2YDr7VSVyJLU9coqhpOpQ6tpsN5Cyssi5+U5FX6RAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJG2IWoAjkbcdo6DrSBRTFPIPrUlUAYypFMT7g9akFMHDsPXkUALSEYOaceKKAFByKa65FOFBoAiANLgU4ikoAASKeH9abikPSgB+QeOtU5tMspiS9uuT1K/KT+VWKNxzilYabWxQOhaftIELY/3zTIdB0u3felohf1kJbH51p7jUUmSaFFdh80u4hKgYGOOw6CoXz1BpwznBp+ARVEkGfUUZX0qUpTClMBpCsMEZHpTFRoH3wNt9u1P20UAXLe8WQBX+V/fofpVusVwGUgipra+aEiOY7o+z9x9alx7AalFNBBAIOQe9OqQCiiigAooooAK81vZTp8WqNFKzXn2uUtEqZJ9GB7cHvx9K9KrhPFWm6bHcz6pc75UMf72LcdoZRw23o30poaPE7dftF5LLKpWH5TvwSIsnG/HfHNSXw0u3lg+xhrmQSebIx7jgBSep7/nXXWKR6fcx3z2hWzkiVJRJHn5CACwHqCM1JfeBomDXOmyg28g35PRh1yKai7Gzepz9xAl5DYp/Z6wTLGQ7xyBiy5yNy4/+vWTe+D9R1i+8zy/KZsKoyW4Hc5P6V6vpnhlbVAWChmG4nH6CulsdLhhIO0Fj1Jq+XuQ5Hl9p8Mo9M8N3s7LvumQAtjkDcM4/CtvRNJSyjCqoAHTFeorAhQoygqRggjg1iXGhtayboFLw9h3X2rlxEHLVG1ColozOSLAFJ5fzGr7w4XGOai8o4ziuNqx1qRlXtvvTgVknTwFJIrp5IDJUFxZMls7BSdoJ4GaLPoPmR5J4pixdBQQFOQc/yFcZcWgVQcAO3r/CK9H8YaPcWbw3V2FV5dvkx7uQCDnj19frXm2oSqZ9iNwcgH+tdcI2WpzVGm7owZmMd0QO2RVkXAksWQcEnP4ioNnmTSN7k9KCPLTAHIzmtDAfvaS2RP7j9frV2AIVBXjLEn8BVWEGSGRl/iXGO4I5p8G82oYZwODgep5/SmI3vD1xB56QmRC0p2tGewNe5aDp622hTXM/zRxxEcnknGP514XeeHPsD6XPaziSa5HmBUOcAd6+ldN08vpllbAHZtUy5HUjnB/GtI6Cew7wlof2DQrdZCwcLyAeMnn+tbolnt2OSZE9D1FWI02RBQMAUrLkc0XM2LFcJKuQcHuD2qasu5jIt3ReCe9XLWdZohj7y8MPSpaAsUUUUgCiiigAooooAKKKKACq9w3RB9TViqch3S00Ao4VTUh4P1pijKD8qcOV96YDgaaw+ZTSjg0poAQ9aKQctT6ADoKbSnmkoAKSlpBQAUjcU6mtzQA1elJk7qcowKQj5qAHdqYeTT6Z/HQA1lwc0lSkZWo8UwDg0hFIeKUNkUAIUphTNSHgUvBFAFYrjioymeKtlc1GF+bmncBtjdCO4Fmx+8Cyf4VrVyTSkX/2kHAjmCg/jzXWipkgCiiipAKQnAyaWopTnC59zQBHNmZSgJCn071jS+G7S4lLzK0mT0dyw/LpW4oxmkye1UnYLlQWNvFEV8sEYxg1z0cBt3ls1B8pWJj/ANlOOPwNdSybhzyKrPZqWLd8YHtVJjTMyON5MY49KvxW7rjJFWY7ZVUYFTBMelDkIahwAD+dTA0zbS7fSpYDZIIpgRJGrZ9RUR0+2P8Ayzx9DVjJFG4+1S4p7jUmtmQrZW68iJfxqDUyIdOlKKMnACjjJzVwsawvEF1Itm7R4+TIyfXoP1pxjbYd23qeU/F24WC/gh3h7kL19O2PbpXjlxIYpQjnLjIA9z1Jr0H4hSl/E08U0jSTqoyT2NcKLMJNJI44Vsk+1Q9zbokU/KMY3EHB4qozAPlumeRW/cGM2XyR/us5WVhgk45A9qxTCGG5yQT0FMlliFY4XWRWypGSD2qSM7IIpoQfllIZfpz/ACqp1AAUjHpWlbW0tlKk88TTW4+aRUP3R05/SgD1D4eeHo9VuW1aSIBXby4Y8cKD/wDWya95iiEQAUYHSvLfhPNH/ZKDOQvCg+nrXqgYMByKvoRPexKOeKTtQpppPFIgimGVNZ6TG1uRIOVPDD2q/I3FZ0y5NWgNtWDoGU5BGQafWVplwQTA590/wrVrNqzAKKKKACiiigAooooAa5wpqo336sSHLY9Krv8AeqkA9OhH404HDfWmKcMD2NK36jpQA/vQT1poboadxn60ACjilJoJxTc0ALSE00mgcmgBc5pwFAXFKelACNQBQBk0/GKQDMUwj5hUpFRsMkUwCmHgmpe1cp4z8YQeFrGERwm81W8fyrGyQ4aZzxk+ijuaANu81a0sZYIZp/31w2yGFeXlPfavU47noO9Z6eKNNutfbRrK5hnuo8+fiQYQgZKj+82OSB07kV86eI/GusDWp7XT9Qa81i4HkXV/b5OWJx5Fvj7sY6ZHLHn0r1/4U/DpPCWmHUr8b9bu1/e7jn7Oh52A+vTcfUY7UgPRSKiB2Nz0qao5B3qkA8jK5qNWwSKdC3BU9qhiOUb+8CaAJ0OSaju38i2eX0FPhGWJ7VW1g5iigHWR+foKOoGNcAwWEGfvu28/zrsFOVB9q4/V33XIiXpGm3j1rsE+6PpRIB1FFFQAVTEm+QtViZtsTH2qghwaqKAvKcg0majibJ+tSYoACaOtLRnFACYNLg0maWgAooopMAopaSgBrVgamfNZYDyoPmv9B0/X+tb0jBULHtWFqeLOyuLibpgyOx/hwOn07VSKifOfi+VrnxNdNuJbzNqkjrgY/nVJ42udRiskhZz1Ma9yB3Pp3qbXDu1mZ0BCtIZNx64bnH6U62sL9FfWQJEKjfIR/DGxwPwrPqbszNURvtLRSSK3lHHyj5QfQewpslmkNmUljJncjbjqBS3ahdaZfvQmbOc54I4rrbXTJf8AQpjEGw32dgeoYENn6dKLXEctdeHHtI7FmY5uGBb/AGRnA/ka6PTLVoHnMp8y3WJ0+YcEY55rqfFulBLSF4sMkUaq5A54OQcf72f++vaqdppr6rbRiOMxWud7Y5ZvX6DsM9TTasxrVGz8MEMaLGoO0puPscgD8817HEBsBrj9A0JNMs0uEUfaWwzqOm3so+grrI3LIPSqSsjGo03oTZ25+lRb8rmldvkP0qKM5iPtTSIJF+YVXli4JqzEPkFKy5JFFwMkhkkDocMpyDW7FIJYlcdGGazZYDtJxyal06ZQXtST5ijfg+hol3A0aKKKgAooooAKQnAzS0hGRigCEjJNMcfNU2wj3pjVQEQHJQ9+lLywwfvCnEBgKCpIBH3hQBAxIyPyoMwZBn1xUpAcc9apXgaGNpVAO3kg+1MC6p49adUMEpliR9pXcoYq3UZ7VOKQDdpJri/HHxGsPBul21/HHFqSzTtBsgulBUgZJ6HOOh9Miup1m/l0vQ76/t7VrqW2haVYFbBk2jOAa+JdTvE1DV7u8SEQrcTPKIw27ZuJOM8Z60mB6LrXx28U3esm50t4rCyXiO2MayZHH3yRyeO2K1fCHxh1vUPHEP8AaCQi2vXjikVA22FR1KrnGW+XJPpXitekfBXR4tZ8fpHdRCWCC2llZD0JwAP1IP4UgPp/RL5NQ01Jlkmch3jczx+W4ZWIII9iMcVrGmLwenXmnU2Ahppp3WmmhAZuuavZ6Bot3qt/J5draxmRz3PoB7k4A9zXx74o8Yaj4p8S3Gs3Mrxu+UiRG4ijwQEHtgnPrk16j+0B4vMtzB4VtJPkixcXmD1Yj5EP0HzfiPSvCaGB6P8ADGxSPUYtRhMM+szTfZdLtiQ3lyEfPcOvZUU5Gep+lfVFpaizsorcO8gjULvc5Zz3Yn1J5r5s+GGnXWnWsd9YgDXdbkay0xyufs8S/wCuuMHsBwPUgivppFKxKpcuQoBZure5oQDO9MkGRTieTTCeKoCJX2PUQOy7Zc4DYp0p/U1BcNiQN3FMDTgHFZt5Kp1Mux+SCPJ+tXxMI7Yyk8bd1c3cylwwzyx3Of5ChAR26teaimeryAn867euW0qEJe24b7zkt+AFdTUyAKKKKkCvd8xhR3NVlQ1bmAYr7VGABirT0AagIINS5qKWZYlJNOByAfWkA/Jpc00GlFAC0tFFABRRS4pXASiikZgilmIVR1J4A/GmBG5LyhR0Xk/XtWN4jh328KyBmtQ5aZVGc4Hy5/2d2Cabe+MvDWm7jd69psfPINypIP0BJrB1H4ueCY7eVU123lk2NtCI7DOOOdvrRcaPJH0pNc8YXsMJzDJM5JT+4PSvQ/DOlR6j4VjgdAZQvlvkdRjaR9OK8/8ACni7w7o1zNf32oL5kgPyxxsxH6fWtWX426LpKSx6Jo9zOxziSdhGuT32jJ60RtuazktjndU8I3umF52tJZdPLyR+ZGuSArEBvwxVfTtavNPZQXW5jUYQE+nQ/XitaL473Aht7YaBZxxxoE3vM7nHqQAMmqA+Imi3WpGW60otE/DRW9pGjMfY7j+opW7CVRdT0/RfE1nrclogixcTkh02fcwMk89vermjaCkczTWzNH+9YuAcqVB+QY/WpPB9jpt1aDWbHSZ7AzArHBcZ81vU7eig11mn6c1lbLE3JLF35zyarfcHJJaE1ojqMOo/4DV1cL9DQqgLSOB1oMhszAoajj+6R6jNMkfPFJG2FHtxTsBbj+7T1FMjGFGakLKilmYBQMkk8CpASTaqFmIVQMkk8AVxdpr8cniwTI3+jN+4B9R2P51H4o8Qm7RrOzbEB4d/+ent9K5aMlCDnpXPOrrZHZToe63Lqe0ClrM0W/Go6ZDcZ+cja/8AvDrWlWxyNWdhaKKKBBRRRQBXuJBBbSynoiFvyFcLptzdWvzQXMignJQncpJ9j/Sus1+XydEujnBZdn5nH9a5C1+6K560mmrHXh4JxbZ01rrkbYW6j8tv768r/iK143SRQ8bKynupzXGnpkVLBPJb/NE7If8AZNEK7+0E8Ot4nWt61VuW/dEevFZK69cRqPMRJR/3yf8AD9Kytd8VRx6XcqttKJnQomGBAZuAc/jW8akX1MHSmuh0Wk3b3WnxzyJtZi3ToQCQD+IAP41pAg1n6ZIr6ba4XaREoI9DirwNaMzIJ1uHMSwtEEMmJvMBJKYOQuD1zjk9s18S6zaSWuu31qYWjdLh08srgj5jgYr7kFeYfFDQtJtJ9K8Uy2sYki1CGG+nHU27gxkk+q5BB9algfK9ep/AO7W2+I4hYgG5s5Y19yMN/wCy1wvifQ5vDXibUdGnJLWkzRhj/EvVW/FSD+NUtO1C60rUIL6ymeC6gcPHIh5UikB92A808Gua8E+Ik8U+ENO1cbRJNHiZV6LIvDD8xXRqaYC1i+LPEEHhbwxf6zOAy20eVQ/xueFX8SRW1Xhf7RXiDyrHTfD0T4aZjdzgH+EfKgP1O4/8BoA8H1TUbrWNUudRvJDJc3Mhkkc9yTVeMIZFEhKoSNxAyQKhrpfBultqWtxkwiaK2AmaM9JGyFjT/gUjIp9ifSkB738JtCYiTXLuAJJHCtjaof8AljGMFlH0yAT3bzM16v2rP0bTF0fRrSwVt5hjAdz1dzyzH3LEn8a0B0qgK7HDGo2fnFPc/MagbmmA2RwTg1UnbcFb0pZmKyYJqrJOBjPTFUBPqF4Ps8MCHkjJFVIIw3zyHCLyaqiRppcLyT1PpU0jM6iGP7g+8fWgC1plx52uxOeAchR+FdZXDafIY9TgdegcD+ldzUS3AKKKKkCOQZxVaV9gJ60mpXYsdOmuSm/yxnbnGeaxpdbs7iEMk6Ln+Fzgiqi1ew+VtXJJpjLJjPFacD7kX6VgRTLJ86Mrj1BzWpYS5UqT0q2tBGmKUU1TxTqgB1cj4y8dWHg6ynmvZY/MK7beNMu5cg43rxhc9wa63mvN/jZJb2vw31GQ20T3M5ihEmBvRS4Oc9ccY/GkBzll+0XpKwhL7S72SQDmWBEQMf8AdZzj8zVz/ho3wvjP9lavn02x/wDxdfMtFID37Xf2iVe1eLQNHkjnYYWe8cEJ77Fzk/U145q3ifWtfnabVdWu7tic4llO0fRegHsBWOo3MBzyewya9b8L/CKTWdOgvzp2pzxTfMpnuIrJSvrjErkfgKAPIaXmvoyx+BCRXpuGXTo0IGIZ5JbtUPrx5WfxyPauqtvhZFbgY1RLfHRdP023tx+ZVm/WgD5Tg0+8uuba0nmH/TONm/kKvW3h64mlMU1zZWTj7y3k4iI/A819YW3w40IKPth1C+YdftN7IVP/AAEED9K3LDw3ommgfY9Ks4SOhWIE/meadgPAfh98JbbWJ5Lm41W1uY4wMqLKZk69mfYpP4MK910PwppHh+ILZ2kAfp5gt4kP/jiqP61vdqWgBuAOQOaaRmnmmk0wENV5XwKkdgBVGeX600gIpJSA2PSi3kLyEN7Gq0ytMjoCVDKRkHnNW7i1/s+zFy8jMEUeYcfrxVN2AvNPHDA0srhY1GWY9q4vWdbn1ImOLdHbDovdvc/4Umo6ydRcRJlbZDwP759TVY7SucVw1q13yxO+hQt70tzMkU7cnrVST5TWnKuQRiqMicYrnTOqx0/gfUvLuZLKRvllG5P94df0rva8Ztrl7C9injOGjYMPwr16zuo72ziuYjlJVDCuylK6sefiYcsr9y1RRRWpzBRRRQBzni+TZo6pz88yg/qf6VzkBAUCug8Y5+wW2OnnjP8A3ya5qI9K46/xnoYZfuzRByBTh0z3qKM5UU8/d61mi2iCcgDise4tzeXtpCP4rhc/QZP9BWrM3BpmkxeZ4gshjjMjfko/xrWkryRM9IM7KCERRqo44FWRQVw2KUCu084UE9KwvG+i/wDCQ+CNY0tV3Sz2zeUPWRfmT/x5RW6BSjg0AfJnxEI1rRPDHipPme9sha3bf9N4flJPuRz9MV55XtnjHQPsGkeNdELAR2F3DrNgjDAEUpKvt9skDH+zXidSB73+zv4jxLqfhuZsBgLuAH1GFcf+gn8697zivifwn4huPCviay1m2ALW75ZD0dCMMv4gmvtCzvINQsYLy2cPBPGssbDurDIpoCS5u4LK0murmQRwQoZJHboqgZJr4z8deJpfF/i691iRWSKRtkEZ/giXhR9ccn3Jr3b49eJG0vwpBo8D7ZdTciTB58pMEj8TgV8x0MAr3f4OeHNtxpzSp80inVJs/wBxSY7dT9WMj/gK8f8AD2jzeIPEOn6TBw93OsWf7oJ5b6AZP4V9VfD22ikg1PV4Y9kF3dGC0H922tx5UYHsdrH8aEB2vWgUCimBVmOCarCQbsZ61PdfLWXJLsYN3HNUgEvpdsx9hisqaZSSCeB1pt7fIsyo0i+dKTsQsAT9KfaxB3UuF45xTAmto2ZeBtz+lS3C+VFtUY7VoRphRgcD0rnPEOt22l5RiJLg8iIHn8fQUm0ldjSbdkaunWzz3caxDG1gxPoBXY1yvga/fUdDNxKFEhndW29OMY/nXU9qhyuDVnYWiiikIwvFMnl6HN/tlV/WvO5B5ibTzXc+NJdmmRJ/fl/kK4dRlc1zVn7x3YZe4Z6xzW0xkt5Xib/YbFb+j+Jbi3u4o71g8THa0hGGH+NZkyDBqiJHjuI3j++rAr9QeKmFSSejNJ04yWp7JDOkg+U1MKgt8tAhdQr4G4DoD3qyBXczzRryLFG0kjqiKMszHAA9TXzN+0D5beNbKWO48zzLBDtDZC/McEfUc19L3EK3FtLA/wB2RCp4z1FfN3xW8BeJG8UWd5LO2pJeiC0+2uqx4l+6AyjpnGeOOtSwPG6B1q1OiwXEsSyJKqOVEiZwwB6jPY0yAxieMy58vcN2B2zzSA+uvCXgjR7bwRpVhcWMLE2oa4OwAyM65bLYz37EYrsSsdpbqAyQxRgDLHACjjqfavCPEXx8jGjNYeFrK4guNojW7uQv7tQMZVOcnjvwK8Z1XXtW1uUzapqVzeOTn99KWA+gPA/CncD7Gu/G/hWxJW58SaVGw6qbtCR+AOaik+IPg6OISN4o0jaRn5btCfyBzXxTRRcD64vfjX4Esm2rqz3Ld/s9u7D8yAKrW/x08H3TFIXvCwGcPGkefxdwP1r5gsdKv9UkKWNnPcMOvlRlgPqe3416X4P+Dl5rEaS6tYXsUZfBkiuoAgH5sxPtgUXA+hNA8T2XiG2+0W8bwoSAvmyREtn02O1bdcf4Q+G2geDZ5bnS4pvtMqbHlnlLnGc8DAA/KuvJxTAM+tNZj2FKTUchIHBoAhmldR92qEszMelW2jeTq+BVWeREHlx/i1WgI4VMlzGvqwFdAyhlKsAQRgg96yNLj33Rc9EX9TW1US3A838Q6QdJvhJCD9mlOU/2T3FVIW3rXoeqafHqVhLbPjLDKn+63Y15sqva3EkEq7XjYqwNcVaFndHoYerzKz3JpBj3qo6jBPerbsGFVZSVY1znWjOuF44613XgLU/Ps5bCRvniO9P909f1/nXDzsewqxoOonTNYt7jOEDbXH+yeDW1GVpGGIhzQPZKKapDKCDkHkGnV2nlhRRRQBzXjP8A5Blv/wBdx/6C1ctC2ea6jxp/yCYP+u4/9BauWthlQK46/wAZ6GF+A0YuVqRulNiHy09xwazRpIpSj5c1c8PR7tchbH3IpD+eBVSX0rS8MLnVZ2/uW6j8SxraiveMqz9xnUt98UUPxg0tdhwBRRRjNAHnXxJ8PWmo6hpd3dgi1u92lXkinBRZeYZPfbIB/wB9V8uapps+j6td6fcjE1rM8Mg91ODX2x4h0hNc0C90xm2G4iKo/wDcfqjfgwB/Cvln4o25uNT0/wAQ+X5b6pbYuk6bLqE+VMv5gH8aTA8/r6l+BWsPqXw/FtK5ZrC4aBSf7h+ZR+GTXy1Xtn7PWsyRa7qeiHBhuIBcLlsYdCAcDvkN+lCAyfj5qv23x+LFXJSwtkiK+jt85/QrXlNemfG/SJdN+I93dMS0WoRpcIfTgKR+BX9a8zpAd38MruXTfEF1qENo88sdlJFC4HEUspEaMT2yWx+NfVmh6TBoWiWWlW2fJtIViUnqcDkn3Jyfxrwb4e2jQaD4T0+KIF9e1tryaTuIbTDbT6gkZ/P1r6JNNAJRS9aSmBSvh8ua5vUr1La2mnfJWNS5A7gDNdFqmRaOQeRzXD6qftVndRjp5TAe5waa2Glc84uNRuNVujeXB/eMeAOiDsBXRaTqupRgBbyXHbJ3fzrlrVf32z3rqLCLCiuOUmnozvjFNWZsT6rqMkJDXk3T+Ftv8q5S4/1hJ5J6k966OVcRnntXPXK4Oaz5m3qaOKWyPUfhiT/wjs/P/Ly38hXbVxfw3i2+GCxGC9w5z6jAFdpXXHZHnVPiYUUUVRByPjo4tLT/AK6H+VcbGeMV1Pj+UgWUQ/2m/kK5GNxt5rkrfEehh/4Y24bA61nBj5wI6g5q5ct8pqnbqZLlUHJJwKmO5rLY9nspPOtYpOPnQNx7irYqjZwGzgitmOTGirn14q6pr0GeUPFeU/GCW7tvDdsU1ORL7+04JraRY9kdvgkAkjPrnJJ6cAV6qDXMfEXTP7Y+HuuWgXc/2RpUGOdyfOP1UVLA+R/E2mz6L4jv9Ou7uK7uYJSss8Tl1dupOTyTk8575rEr0P4weH7TQ/GKXGnqVs9St1vUXOQrMTuA9s8/jXnlIAr0TwB4Gh8XpK6WepXZhZVl8uaK3iTI/vtuLH2C9Kt/BG20u9+ICWmqWUN1vt3e3Eq7gkq4YHHQ/KG/SvqC1sLWykle2hWNpSC+0YzjgcdqAPLtA+Cun6fbn7VZ6dLPuJ8y4Ml1x2GMxqMeuDXUxfDLQ4xjYI17pbWsEA/NY93/AI9XZgkKATk45NGfenYDmYvh54VidWfSI7ll5Bu5Hn/RyRXQ21rb2UCwWsEUEK/djiQKo/AVLmkzRYBc0xjSk1E7cHmmgF3VDI/pTTJUbOO9UkA2WQhSB371RbrirDndkmqxpgaukpiKR/U4/wA/nWnVTT02WcfqfmP41brN7gJXF+MtM2Ompwr1wkuP0P8AT8q7Sq13bR3lpLbyjKSKVNRKPMrF05uEkzy+N9y1HNz0pbmCSxvpbSX70bFfr700ndXBJWdmevF3V0UJic5qoTgmrtyvpWefvGlFlSWh614R1P8AtLQotzZlg/dP+HQ/lXQ15b4F1M2Wt/ZnOIrobPow+7/UfjXqVd9OXNG55FaHJNoWiiirMjmPGxxpUP8A13H/AKC1czZAkCuk8bNnT7ZPWbP5Kf8AGsKxjxGK5K/xHoYb+GWh8owaHfI60sgwtU5JcHk1kjVq45/etzwxbmM3ExzmUIRn+7g4rnreN9QvIrSE/NIcEjsO5/Ku4tIFt7qdEGEUIij2C11UF1OXESsuUsyD5aF6Ch+RTUPFdByDu9OpvelzQAGvBfjB4Z26iltHiODUrtbuB9uQk7ARzLj/AGv3T/8AAWr3rrXN+N/DX/CVeHJ7OJgl7EwuLOU/wTLyv4HofY0gPjOaGS3meGVSskbFWU9QQcEVteCtebwz4x0vVwSI4Jx5uO8Z4f8A8dJrqfif4Zvba6svE39nzWsWsqGngZMGC6/5aIR/tEFh65PpXn09vLbTvBPE8UsbFXjkUqykdQQehpAelfHXXotX8cJbWzrJDY2yR71OQzN85we4wVryypGZnOWJY4AyTmo6AO68J+MtR0zxJ4c8iPNvZMLdLdBuLiRwZMZ/ibP9K+rtL1JNV0+O7SC4g3llMVzHskQqSCGGTjpXyr8G7W3u/ino6XKhgnmSxg/31jZlP4EZ/CvrCzs4bC2FvAGCAlvncuSSckkkknmmgLIpO9KKQ0wKOojdayD1Brh9uVZfUEV3V7zC30ri9uJnX0JpjR5fEm3UnX0NdZYD5Qa5qceXrdwPSQj9a6SxOEFcU1qehAuTD5DXO3q4rpJOUxWBfpnp6VmtzRu6PWvA0Qi8IWHGCwZj75Y10neue8FMG8IacQc/uyP/AB410Peu1bHmS+Ji0UUUyTzbx1MW1pY8nEcK/mSTXNhjt4rZ8VlpvEN2MHhlUfQKKxngkQE8j8K4ar949WgrQRWuH4qz4ai+1eILOLqDKufoDk/yrOuXYKSwrc+HpSTxPEX6hWK/XH/66qlqya2kWer3S7Ssg+hoRs1PKgeJlPcVRgc7Bu6jiu5ao8wtjmkZFkRo3AKsCpB7g0qOGFPwKAPmL4uWry+GvDlw3MmmtPpE+eu6JsKT9VAb/gVeQ19LfFjQ8WWrQs4S31MRXkDHol3EVRx7b4yD/wBs6+cbiB7a4kglUrJGxRgRggg4qQOv+EjzL8U9AMGS3nsDj+6Ubd+ma+wQa+HvDeszeHvEen6vAMvaTrJt/vAdR+IyPxr6t1v4neF9H8O/2qup21zJJCJILSKUGWQkZCkDJXryT05poDtOtBwvUgfU4r5Q1741eL9ZdhBerp0BziK0UKce7HJP6Vw95req6kSb7Ury6z186dn/AJmi4H2rP4h0S1nMFxrGnxTAZMclyisB64JrKv8A4ieDtNQtc+JdM46rFOJW/wC+Uya+LqkRGkYKilmPQAZJouB9O33x/wDB1s5S3TUbvH8UcAVT/wB9MD+lZ7ftAaJNu8jTblcd7mYRj/x1XP6V4TZeG9Qviuw2kKk8tcXkUWPqGYH9K9f8L/Aq3mtYLrWbiKdJFDYtbkkMD3DBcYoTYHbeGPiTp3iOQoZtNtzjIQX5aQ/RGjUn8K7QMJEDKcqwyCO4rntD+G/hPw5cx3Wn6PGt1Fyk8jtI6n1BJwD9BXUbQe+PrVrzAqyDCVWPJq5c7QQN2aqoMygf7QpgdDENsKD0UVJSDgYpayAKKKKAOD8d2HlzQaig4b93Iffsfyz+VcvE+ehr0zxJBHceHr1ZMYWIuCexHIrym2LFx1xXHiI2dz0sJO8bdie45BFZrr8x4rYkiyhPoM9KzZFG+udM6+gyCV7eaOdDho3DAj1BzXt8EolgjlHR1DD8RmvD3HynivatNBGmWoPURID/AN8iuzDvRnn4xbMu0UUV0HEcv4yjLW1q/YTY/Mf/AFqyrRQFFbfi9lXTISevnrj8jWLasCgrkrfGd1B/uySf7hrEvM4wOpNbM3IPpWPeDa2R61nY2TL3hHMfiEK3O6B8fmK7oqBcOR3ANcNojBPENm/QNuQ/ipruyf8ASCP9kV10fhOLEfGDdKiU4NTdqhI5rYwHZpc00UoFADqDRR2zQBma5otj4i0e503UovMtp1w2DhlI6Mp7EHkGvnb4paNp0VodRWVn1W2uf7PupSNv2nyxgTFf7xHyk9CVJ719MNycV5z8TPB174v8PTYQQS2U0klvHEod7n5QqAnjGWJznoKGB8p1bsrK51K+hsrOB57mdwkcSDJZj0Ar1C7+AviMW+nz6bdWd4lzGjS7m8swlsZ6/eAz1HPHSvV/B/wc0HwzLpupO1xLrFoAzzLKRGz4wcL6c1IGF8F/Atrp1jNqeraLNb67aXTxJJcBgVUqB8oztPUjOK9gPSnU1ulUAA0HpTQaXNAFS9/1Rrj5Bi7f35rrr4/ujXKzj9+D7VSGjzXVVCa7cEDrIf51s2Mg2D6d6x9cyviK8QdPMz+YBq1aTbEGa4p7nfDZG4ZMLWbcxls4FWbYtcE4HFXJbNVi6c1kzVHa/Dy487wrDH3gkeM/nn+tdbXnXw5uxDe6hpzfxATJ/I/0r0WuuDvFHnVVabCiiirMzzHxEpPiq7/3l/8AQRQIVaLBANTeJUMfiiY/3grfpj+lLDgpXm1vjZ69H+GjIu7CIofkAqhpDf2VrttcqcKkgLfTv+ldDcICpxWHPF85Ip0nZjqJSVj2Yn5CR6VnAEkjGPWmaLdG60K1mz8xiAJ9xx/Srm0Ou4V6cWeQ1Z2IwrJyORUyS54PWmoeMGh41dSpyMjGQcGmxHFfFddOuPh5qsV7cWsPCiN7hjhZAcjAHJbGcD8+K+Wtf1aPXdTGoeR5U8kSC5I6SSgYL+27GT7k19T+JvBya3DpmhR2wi0lSftMwIMgTqUUnJBYgZbr+dcNqf7O9rd6y8+mayLGwfJFu1uZWj9ACX+Ye5qGB87UV9DT/s42bXiGDxBOtrs+dZLcM+71BBAx+H51n2/7N94zTfafEEEaiUCExwF90fq2SMN7DI96APJdA8Py6/drBHd2tsCcF5nOfwVQWY+wFekad8Eb2e5tpMXdzbEZl81BZ89sb9zY99ufavUfCnwg0Hwnf2mo2s9xPewkkzT4OcjBCgcKOevJ969Dwd54G3HXPOadgPIbH4G2CAGSPT7fB/hSS6b/AL6dlX/xw10tl8KvDtnjzPtU/qokFup/4DCEH55ru6YQOtMDHsvCvh/TJBJZ6NYxSj/lqIFLn6seT+daRXHA6VIaZTQDCDUT1L9046imMy9xTQFGXl6LZd11EP8AaFLIRuOOtPsBm9j/ABNN7AbtFFFZAJRRWXrWqppGnvO2DIfljX+81DdhpNuyMDxhqo/5BkDZZsGYjsOy/wBa521tQAOKhiMlzcNNKxZ3O4k9zWtGoC159afMz1qFP2cbFe4QGIg1h3Khelbt02Ac1z1yWmnEaAszHAA71lFXZtJ2Vy1oWlyaxq8MGD5SnfI3oo6/4V7CAFUAdBWF4Y0MaPp4DgfaJcNKfT0X8K3u1ejThyo8ivU55eQ6iiitDE5XxvkadbEHgXAyP+AmsawkzGOa3/GkXmaEXx/q5Vb+n9a5XTJflA71y1viO7D6wsacp4rNu13A1oSNlapTDg1j1N0tBNJkzqunjv5wBrv5Di7x6rXnml4XW7PPQTr/ADrv5X/00flXZQ2OLEfEWaiYc1IDmkYE1sc4ylBpMUhGOaAH9aXPpTR0p1ADOd1PUc0Gmg4J5oAkAx7AUvamg8UtACd6a1OPWmmgCPvS5pDSZwM07AVb05Qj2rl5/wDWj6V0l4xMb/lXOSDMo+tMDzjXMHxTd/7w/wDQRVu3RGTkfnVHWOfEF44PIlI/LAq3btvXA61xz3Z6ENEjY07bhsD6VpygGPGO1ZunJsUDrnrWm/ERrNlq7ZW8MzfZPGlqe026I/iOP5V65XisExtvEenTA/duU6e5x/Wvae1b0XeJyYlWkLRRRWpznC+M4fK1W0uQOJIyh+oP/wBeqMB+QV0fjO1M2ieeo+a3cP8Ah0P865eykyg5rhrxtO56eGlenbsTTLxWZPFya1n+YHFUZ1+U1nHc1lsdN4Qut2jPb5+aKUj8DyP610MJxlfxrnfCcAGkyuo+dpjn8AK3P3iEN2r04fCjyqnxstlQTQBikVsgEU6mQFGaKSgB2aWm0ZxSsApFIaN1GRQAmKDS8UUwIicGmk06QZFMByKaAYx9qiZ8DBFWSwAqvIwPamgKkxGeBiptNGbzj+6aZImI2c8elTaWp8927BcUPYDWooorMCJ2VELsQFUZJPYV5lruqPrWqlkJ+zx/LEPb1/Gt/wAZa35Uf9m27fvHGZSD0HYfjXK2UPINc9edvdR24Wl9tl60h2r0q25wvHpTU+VPSoZ5dqnNcTO9FHUJ9sZyf1rW8D6P9ouG1S4XKRnbCD3bufwrBtbSbWtYjs4c4Zss3ZV7mvWbO0isbSK2hXbHGoUCurD0/tM48XVsuRFmiiius88KKKKAMvXbf7Vot5EBk+WWH1HI/lXndi+Oe1eqSLvjZfUEV5VbJskeI8FGI/I4rnrrZnZhXujXByvWoJe9Pj4TFMk6GuY60UfNa3mWZB80Z3D6jmu1066N5YW12esiCQ/jya4mZevuCK6fwnKJdAsxnO1Nn5V14d7nJiVszqEOVBpScGooD8mPSpSMiug4wxTStCntT6AIQSDg04HNOIBpAMUAI3Smbvmpz1Bk7jTQFkHNOzUSnipAaQCmmmlpCaAIzTGOBTzUZ5NNAUL47LZz3rCA3SD25rZ1E7oio9RWVgRrIxP3VoA8p1CQvq9y+eszH9TV20OSBnFUdRjMN/Kp6hjmrdicsoriluejHY6axHyCrsn3Kq2IAUVZmOFNZs0Rz2oP5dzHJz8kitx7EGvcUbdGreoBrwjVCXlVB1ZsAfWvdohiFAeyj+Vb0NmcuL3RLRRRW5yFa6t0ubWWCQfJIpU/jXmlvG9rcS20vDxOUP4GvU+1cH4rtPserR3qjEdyuG9nH/1v5GsK8bxv2OrCTtLl7kS4K1TuVwDVqA70BqOSF5XCKMsxwB6muVHazf8ACG7+zpQwIUykqfXjmugxyRVSytl0+zgtxyEXDH1Pf9avYBFelFWikeVOXNJtESfK+3selSkUxlOPcdKkQ7lpkiClpDxRQAZpaSjNABikwaUGloAbkik3040h5oAaSCKTAHFKVzSbSKAEJUDkVG0iKM4FLMp2Zqoys/fAqkgIriYynHYVb0kfNN+FU3TDYq7pZ/1w9CKJbAaVZetarFpGmyXL4LdI1/vN2q/JIkUbSSMFRRlmPQCvKPEeuPrmqYjJFrEdsa+vv+NYzlyq5pSp88rFZJJb66kuJmLu7FmJ9a2YYlRB71TsbcKoJFXmbHPpXBJ3Z6sVbQWSTaMVk3twWxGmSxOAB3NPvboKCAea6Pwp4dZSmp3yfvDzDGw+6P7x9/SinTc2KrVVONzU8K6F/ZNl5sy/6XMAZP8AZHZa6Silr0EklZHkSk5O7CiiimIKKKKAE7V5hqMZtvEF5H2EpI/Hn+ten15/4utzBr8dwB8s0YP4jisayvE6MM7TsRR8/SmyDBxS253Rj2FLIuRXId63KMw6VpfD+fzdHK5+5PIv/jxrOuOAvHepvhs2bW+T+5dyD9a6sNuzmxPwnfx8MfepqhHrUgNdLOERhg5FOByKDzTB8px2oAkzSUdqafrQAjVAfvVMagP3qaAmXpTwajTpUlIBaQ9KWkNAEbVG3QmpGqM96YGTcMTn61RvY/KsTn7znFavlDzCWI61lazJmVIweAM1QHmXiKExX5bs4BH4cVHp5+Za1vFMGIopO4Yj8DWJYNiQVx1VZnfSd0jsLPlB61LcHEZqKzJMYNNvXIjP0rBm6MGT99rNrHkfNOg/NhXvYGBXgunqZ/EOnju1zH/6EK977V0UdjjxXxIWiiitjlErH1/Tv7S0maNR+9Ub4z/tD/OK2KKTV1Zji2ndHm2mvvi5yDW5pFmZr4TFflj5z71Uh01o/EN5aJwm/ePZTz/WustYkhjCoAFHSsKVJ3u+h2VaytZdRTggg09WxwaRkGaMY6V1nES4zUZzG2ex60qt2NPxkUgFBBFGKiGUPHSpQc80rAJRS8UhNABRmm80m0+tMB+RScUzB9aXbmgB/FISBRjFQSPzgGgBJ3LDavU1WdSqkZqfGOajZSVLEYAqkBWVcnNXNL+7Mf8AaqsgxAx7+tYWu67JoujusAInuG2q/wDdGOT9aUnoOKbdkZ/jnxLuZtJs3+UH9+wPU/3f8a5fToS7BjWXGWnnJYkknJrprCIIgJrhqSuelSgoqxfjGxAKq3l0I161JczCKMHPWr/hvw6dWlF/fqfsqn93Gf8AlofU+386yjBydkaTmoLmYvhjw21/Iuo36fuQcxRsPvn1Pt/OvQ+gpoAUAAYA4AFONd0IKKsjzKlR1JXYtFFFUZhRRRQAUUUUAFcr41tDLpsN0o5gk5P+yeP54rqapalai9024tj/AMtIyo+vb9amSumioS5ZJnAWT/IOeKtuOKy7FyuVcEFTgj0NamQVFcJ6lzPugR2qT4eL5dzrMX928J/MA067XMY9qg8Gy+R4u1O2PAnijnX3x8p/pW+HfvWMcSvcuei54pc8UuARTcV2Hnjg470p55pmzNAJHBoAdkUn40UUgEY1GAM080zjPvTAeKf3pq9adSYC0hpRSEe9ADGqu2cmp2+tQtmqAh8vnJ6Cufvjvu5G7A4FbN5cGNNoPJrGl+dmJ70wRzXiaDfprEDlTmuPtGxIteqxadHqMxtJVBEsMgAPrjg/nXlMSmO4aNuGViD+Fc1ZanXQfQ6+xc+UKL9sxEd6gsGJjAx7VZuIsqSa5GdiRmeHYxJ4t0qNun2gE/qf6V7p2rxDwniTxxp+ecSE/wDjpr2/tXVR+E4MT8YUUUVqc4UUUUAZ7WoTU5LnjMkSp+RP+IqWPg4pZGzNx0HFKOuapaIL3HNScU7rTWGOlACMMc0of1pQcil2igAyDQMUnlg9OKNpHegB2aMZpAaWgA20EUuaKQCY9qXpQSBzUbSCjcBJX6gdajWMDk0m4k/KOtPCE/ePFUAnXgdBUE7k/IoqZ2wNq02KIffNNAV518q1C9zXG+NYd+kwuBysoH5g1196+5wo6CsDxPFv0GQ/3WVv1qZ/Ay6fxo4KytsMDzW2j+Wg54rPtTt+ta+naZNrV0IIvkiXmWTH3R/jXn2bdkepdRV2WtG0VtevFkkDLZRH52/vn+6P616JHGkUaxxqFRRgKBgAVDZ2cNhax28CbY4xgD+p96tDmuuEFFWPNq1HUd+g6iiirMgooooAKKKKACiiigAooooA831i3+x6/dR4wsjeav0bn+eafG3yj3rV8aW+HtLwDkExt/Mf1rFhJZOtcVRWmz0qMuaCHTqDE3risiyl+x+M9Kn6LMHt2P1+YfrmthyCuK5/Wd0McV0vDW0yTj/gJ5/QmnSdpodRXg0etqeKWq0M6yW0coPDqGH4ipBMOh4rvseYS01sU3eDTSPeiwD85oH0popRwaAA4qPjPWnkE03aaYDlqSo1yKdmkA7NNLCgnjFJigBuc54qGdxGhY1OxAFZWpTfJtz1poDPnlMrk/lTY4i5yafDCX5NWHxDCTTAbpP/ACMEYzwsbAflXmniWy/s/wAZX8O3arTF1Hs3I/nXoFlN5WqQzdhKoJ+vH9a5/wCJ1l5Ov2N8owJotjH3U/4EflWNZaG1F2kZ+nj5cVoXC/uT9KoaaNy1fuT+6PHauFnpFDwGhfxxb5GdqSN9OK9nryH4cR7/ABjO5z+7gbH4kV69XXT+E83EfGLRRRWhiFITgE+lLUNw2IiPWhAV0+Zix6mpccVDGanHSrYIVTSkZFNI5pQaQDSCOlKGPen0hXNABk0ZNIDjrTqAE5o7UtFACc0bqWm4FAAee9N2qe1B46UmCaAHAAUE4FHQVGRuPPSgBBgn1p8hCRE05VCiqty+75RT3ApPl3JNUNcj3aLcgjP7s1p7QpqjrKs+mTqoJYxkAeppy2ZUfiRwem2FxqN6lrbpmRjyeyj1PtXqek6XDpdittFzjlnPVm9aqeHdEj0ayAZQbqQAyv7+g9hW4K56cOXV7mtetzuy2FooorQwCiiigAooooAKKKKACiiigAooooAxvEVr9q0O5UDLIPMX6jn/ABribZvlHPavSnRXRkYZUjBHtXnDQm3laM8tG5Q/ga5662Z2YWWjRM4wM1n6hbLNA8bfddSp+hrRzuX3qvMB5ZzWHmdaR0XhK+W90KCKTHnwL5Tj3XjNbhiBri/DKxrqMsRcq8nzDB64rtFDLwx3D1r0YS5opnl1I8smhhhxQEPrUwPrSFc9Kq5mMAwKOaCCKTcR1FAXF3cUoYUzfTgy0Bcdnml7U0MtJvFA7j80hbAphcVG8yqOtFhXElkAFZV0PMnQYqzJJn5j07VTkm5yOtMCbIRQBgVVuAZMDPFJudyetOEDtjPFMDPvCIYRt6hw3HtzU/xKtvtPh22u1GTBMrZ9mGP54qPUUAdE6k1r63anUfAc0eNz/ZQ4+qgH+lZ1NTSDs0zz/Sj8gxV+7IERJ6Vn6SQyIexUVevj+5Oa89nqosfDCLOt6pN/djCf+Pf/AFq9Srzr4WLldXk9ZkH6GvRa7IfCjzKzvNhRRRVGQVWl+ZWJ9Ks1VlYKfLyNxGQM8kU0BHEOKlpIwAop+3NUwCm04KaCD6UgCgNSCgigB2QaMUzFGT3oAfikwaAaM0AGDS8UmRRQAvFIaT8aD0oAMZowBSZNNOe9ABI+BxVdh8pNSkZNNfGKpAViMtgVFcBd6hhkZGR+NWVGZM1VuTmRsVQG/RUUDiSCNwchlBqWsQCiiigAooooAKKKKACiiigAooooAKKKKAGgcCuF1iIWuuTqRhJQJV/Hr+oNd3XMeLbQPbQ3YHzRtsbHof8A6/8AOs6ivE2oStP1MAsNuB0qCZgUz+lShcR9enWmNDuGa42enGxj3zSQhZkZ0eNwwZGwQR716BpOqSXEMQnU5dQVc9/r71x88aSIVkUlehq5FqF/baX9ltkt5gB+7aYNkfXBGa6KFVRVpHNiKLnZxO6OcZwaUGsrw/qct9ZKtyqpdIPnVTkfUe1bOB6V1JpnBKLi7MZwaYRipdopNgNO4iBsdxTcBjgGrBi9zTfKI6Yp3EReWR3zRt2jJNSEMo+6TVaXzXO0KwFAiN5CSQMVCzH1qT7PJjAQ0fY3PHA4pgUJWaRtq81JHZHALVfisxGOxPXNPK4/CncZV8pIkJxzUe4BC2Ke6vI20YAzjrVe+3LGEDgA9aQGVM/n3TOeign8hXXWcIl0OCFhgPbhSPqtcukCpBO+M4TGT7mur0vzP7Mt/M+9sH5dv0qZFdDyjTIjFI0X/PMlfyOKm1dtlszE9sVPbMh1K/IAUCd/w5NZ+suGjbngVwS3PWhqrnRfCh91pqg7+ahz+Br0avMvhUr+ZqhB/djYD9ef6V6bXVH4UeZV+NhRRRVGYV534vurp/EEXl70t4I8LNG2CHzyPbtXfuSEYggHBwTXmd9JNJctJHM5Ysd2MN+DKfvD3HNb4de9cyq7WLdt4j1e3XInguUB4WYc4/3hz+ea0YvH9nEQNSs57X1dP3ifpz+lcvNLboPmitQ+MkktGevpVIyWkshR4V28/MLmul06cuhkpTieoad4j0XVVLWWpW0pHVd4DD6g8itbhhkcj1FeKXItmgFrAkUaLJvwuGye5JPU/wAqu2r3EMWyzvLq2wuF2THj04PFZfVr6pl+3S3PXhijA9K8ki8QeJbcALq7ORwfOjVs1LH4+8SW5AeKxuRz1Qpn8jUvC1Og1XgerFR6U3aK82j+KV3CrG70NSV7xXGM/TcKv2PxU0e6haWSyv4lQgOwjDhfrg5/SodGot0WqkX1O520ba5uH4geF5olk/tWONWO0eajpz6citWDX9Iuf9Tqlm/sJ1z/ADqOWS6FXRe2Gk2t70JNFJ/q5Eb6MDUo596QyHaad2qTFJRcCOmM3oKnxUZ60ARgMexprKT0FTUhx16fWncCHyyOSapyIAx+tOvNWsLNSZ7uJQBkgNk/kOa5u48ZWMhkWzjkmK/xONq/41WqV2C1fKtzrdJZm02LeMEFh+RNaFZuh3LXmi2dw4AaSIMQo45rSNZA9xaKKKACiiigAooooAKKKKACs+71nS9OnhhvtStLWac4ijnnVGkP+yCefwr5Q/4Xb8Q/+hh/8krf/wCN1SX4seNl1C4vxrQ+1XESwySm0gJKKWIUfJwMu3T1oA+wNRvrfStNutQuX2W9tE00reiqMn9BVHTNR1K4gefU9NWwTZ5qIk5mcLjJDgIAG9lLfX1+UL74ueOdSsJrG71vzLaZNkifZIF3L6ZCA0y1+K3jKyuJ57XVIYZrhy87x2FuplYnOWIj+Y9evrQB9Waf4iF5Y3uoz6ff2lpBMUh822k82eMKvziLbvGWLADGSFz3wKV9q8dz4HutX1S1m0uLZJIY7hTvRFchCwwCCwCnb1G7HOK+ZLb4v+O7RrhoNdKm4l82Um1gO5sAZ5TjhRwOKqTfEvxdc6fFYTav5lrFP9oWJraIqX3l8t8vzDcc4OR044FD1GnZ3Peje38djpRfTSmo6k2ILN5gpUfOcyNj5cIhZhgkdOTVwjUmtovs0FhJKXZJS166xIR1wwiLE9OCo656V87D4jeLBLby/wBrsZLcyGNmgjJBk3bzyvJO9uT68U6L4leLoFlWPVyomkMr/wCjxcsVVc/d44RfyrF0tTeNdrc95aXUGgtvLh0yWa6vGtIRDeyGPKqxcs5hBGNjDhTyD6Vdt4rqGEG7+x+aSfltZnlUDjqWROevGK+dF+IPidYLGAakpisQVt0a2iIUFGQ5yvzZV2HzZ6k9eali+JPiu3jEdvqMMES9I4bKBEH0UIAKTo6aFRxDurn0b9plhcFXZeMEqcH86ma71cRl7PWZQcZCzoki/wAgf1r5tb4meL3+9q+f+3aL/wCIpB8SfFwUqNXOD1H2eL/4mhQmtmN1qb3R6VJ8cvEmk6pdWF/p2nXnkOV3puiyPwJrbsv2hdLfaL/QryE92hlWQfkcGvnq71K8vrmS5uZt8shyzbQMn6AVB58n979BW6btqcsrX0PrCy+Nfgi8IV9RmtSf+fm3ZQPxGa6Wz8Z+GdRQNaa9psgPQfaFU/kxBr4q8+T+9+gppkY9cfkKdxH3dHLFcLuhkSVT3jYMP0oMbZ+6/wCRr4WjvLmE5jnkQ/7LEVY/tvVQMf2neY/67N/jTuLU+3vLb7zgqPeozPbplmliUf7TgV8PyahezEmS7nfP96QmpFZ2UEu5yP7xp3A+131TTYF/e6hZof8AbuEH8zVSTWtLxn+07AAnj/So/wD4qvjP65P1pCQwwVGKLgfYT+ItEtULS61pq4z/AMvcf+NclqvxS8H2LsX1X7XIP+WdpGX/AF4FfNBRD/8AqpNoHrRzAeueIfjZc3VpNa6Hp/2USY/0idg8gHso4H417n4Nvnn8BaNeXDmST7BG8rEkksE5yT3yDXxnHE0sixRKS8hCqBySTwBX1xrd3/ZWhad4fhYmY26I5xgiNQB+GSMfgaiUupcYuTsjnbRXaGac9Z5DJk+5zVDVwGtN3IAPNbchCQjgcDpWPqw8y22jArje560drHUfCqDZpF9Px+8nC9PQf/Xr0EVwHwvmB07ULf8A55zhvzH/ANau/FdUdkeXV+NhRRRVGZR1Sb7Pp08ncLj8+K82vJIUnZ2DAnr6V3Him4EOnom7Bkf88DNcIwjlJV8c+veu3DLS5zVnrYj+ScBBO+OhDGq76WGyyAE+oxU32Vo3JXkdlP8AjUSShDsYDjrmupeRh6jEjeDP7oEdyOtWY3hcYL7CR0YYqJ+FUg5BHSmSMjKFYcY9elMRPLbnAO0MvqMVQe2LBtvqTU5EsRzG5KY6ZxxUhutqESYO7jkYPrVITMsyJFHIJovMTjvyDSWUSC3nuolCuHxHgfK4HUEHtUsxSKOQMAQx/iGQKu+HSsWkvs3ZkLOdybhweeM89KJOw4nPalHF9ss4UtvkG+bypcNgH5ccdsrxVmHTkupMtapEg6kDAp0TGTxZdDcIxDGkWV4wdqMf1Y1rlDlkBJ+tRC1rjne9jOTR4o2YwylMfxA45q8kGoKiiHU7tMDoLhv8amMIEeSefQUg8wsTxtxTaTBNgl3q8DDZrN+ee8pb+dWIdc8TPOEi1WYIOrOiN/SoI3cgsU6D8cVNA+0A7CgPA5qHTj2Gpy7mpN4m1mDAa9T5uhMQzWPqvjDxC0qrp+qxiQr80HlJvz2Iz1z6VLdolzECByKwHt2Usu4NGTnB/L+VR7KL1SLVR7NnTnxBqEtqHe9lBAAcsdmDjk9qhe6jnQP57ToRyzOTWDHv3MFZyp6qRuGdw7HsFzWpFIY02wxRFO+LHr+HrS5VEq7kUdVujDZP9kBkLEFRGu4kegA5qKGSeNGFxF5UkqBlRvvgZ7+h9vatB3v3QKkckEXVt5WFR/3z81Yc9xEdVjiiPzOCpIBCkgDpnnvWNZ2ps3w0b1Yns3hPI8Labu6mBT+dblY3hgr/AMI5YBSx2whTu65HBrZrjWxrP4mLRRRTJCiiigAooooAKKKKAPgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACrSN8i/SqtWFzsH0poB26k3E0AU7imAlFLkUh6UAavheFrnxbo8KjJe+hGP8AgYr6RvpDf+K9RnYnEUnkIPQIMH9cn8a8I+FUfnfE3QFwCBcEkH2VjmvcGkK6hqsrdTdy9P8AeNY1NjowyvJi3Jyrd8Vm3fMZHXirSzCQkVXvPucVzPU9C1jb+GMmy81SDjJCP/Mf1r0qvKPh2/leKbhc/wCttzx9CDXq1dUPhR5ldWmxaKKKsyOO8bbhJZtk7QH4/KuRO3zyrnaR0HrXceLoZZ7S2EMe9gxJ5A4x71x0ml3knDQ5+rD/ABrvoSXIrnLVT5iLzHhK4G9D1Vv6UnmW1yMbtrk9HqcafqKrtEOQvYsv+NI2j3LqqvbMvurr/jW3NHuZcr7FW4tXjYlVyOxGPSqrgknfxx6VpjTNSgYJGmVPRS4I/U024068miwYAH6ZDD/GqU49xOL7GdvbcQMMCB09aDLlAGwV6/MParX9kXu7Itz0/vr/AI1Xn0jUHQr5B4x/Gv8AjT5o9xcsuw4LHJZSYTO7PBGccVJotuX0xlYMSjSBcnBHHUURabqSRARgoT2JUjp9au6PYXca3IMO0FjnDDAJz0GfpUSku5UYvsciY5W13VXiGSt3IDx2CQj+tbex1PUjgHpTrHSL+LxPqJNt+6kmLg717rH2z7GtO/025WUskJyR/eHH60QmkkrjnFt3KLSEQth84PGO1IPNCJh8k9eKeNL1ARENEdnUfMuev1qZNPvVTd5TEjtuX/Gr5o9yOWXYYiuzj5RjGORUgY5VSoIx/CanjtLnyQPIbGeTvGf51aj0vzNqiF1I6jcMfzqHKPcpRZmSvGkYGD+eaoTLGQCQc4J5rpG0PeACjADoMj/Go30BWHMR49x/jSU4rqPlkc6IVOCqgKB1AqUTmGIoJCD/AHia2f8AhF3J/dA5PZiMD9arnwndySbmKkf71DnF9Q5ZdjLWEXGE88knlvp6VZttLhn1GO0vUK2c7Bo7lCN8EoGPxUjH5Vor4Wng/jP0BFWrLQbuXUbe3kwsRfeW3AnA5NZVHCUWmzSnzRkmjttK04aZp0Vp5pkEefnIwTzmtCkAwAB2pa4Dqbbd2LRRRQAUUUUAFFFFABRRRQB//9k=",
"path": "002679.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002680
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAFgAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3uUkEYNM3t6mnS9RUdADt7epo3t6mm0UAO3t6mje3qabRQA7e3qaN7epptKKAFDN/eNLub1pKKAHbm9aoa0JX0S9FvK8cwhYo6NgqQM8H8KvikIDAqRkEYI9aAPHb6fxPLB+71vUUOMgxS4J/Suc1DU/Gdh4NsdSk13UvMe4dXImOdh+5n/vk/nXreo6bJaWUyLEpUfKkxYcA8DjruA49O9YmoWdvPpb6fMgMBTy8Dt6Ee44/Ksq1TlaOmlBTTPG28ceL0H/Ixal/3+Ndh4c8beJ9St0j+1ySMBgyu57euKxrrw7HHI8UzIkqd+gcf3h/hXR+CdL+zw/vVK5YkAjoCTj9KyqVPdujSNG0jpbbUNeuIwZNSul9QoVf1OTUizagm5n1S+Y+nnmr00kaRYTj3rMmuNiO2OnT3rn55dzdU49ilNrOsmdYotSugzdP3h6U63v9WimuTDf6jeuB87yXJSFCB0Xjk1DZyQNcNPcuqRKvzFjjaOpJqPTrG2FrLqYeSNpZ2eOQMQHTdwMHrkYxT55dwjTj2OS8VeK/E2myRyQa1qEKTIWCfaM7DnBGfSvVvhfZ64vhlNS17VLy8ub5RKkdw+RDH/Dj3PU/hXmsOjHxn4+stKZSbKzXfdEdkBywz7nC/nXv6gKoVVCqBgAdAK7aV+W7OGvZTaQ/cfU0m5vWkpCa0MRS7epo3t6mm0UAO3t6mje3qajooAfvb+8aA79yaaaB1oAdvP8AeNJJKyW8zjkqhYZ9hRTJv+PO4/65N/I0AfPA+PviogH7FpfT/nnJ/wDF0f8AC/PFX/Pnpf8A36k/+LryxcbB9BSiouOx6oPj14pI/wCPPTP+/b//ABdL/wAL58U/8+Wmf9+5P/i68tpp60uZjSPVl+PPic9bTTP+/b//ABdWF+OPiVsf6Jp3P/TN/wD4uvJ4E3OK1LeAbwCKV2Fj06P40+JCObTTv+/b/wDxdWV+MniIjJtNO/79v/8AFV50yLGtOhO4UrsLI9F/4XH4g72mnf8Aft//AIqq8vxr8Qoxxaabj/rm/wD8VXATSgAj0rNmbBPNO7Cx6NL8dPEqH5bLTP8Av2//AMXU+k/GfxRqmrWtktlpn76UISInyB3P3/TNeTyAk12nw10s3mtyXJH/AB7x4X/ebj+QNHMxpanqeq+PdXtNahtYI7Q2oiMtzIYXcoox6Nx16ms+0+Ll1qN3OtnFaPBGwAbY2SPXrXK/EaO+0iGZ4JMR3iiJyO4znHtXEaBe6i99DBBC8/OPJjXjB44AqXN9DoVONtj2fUfiXrcMJaztLKR+ysrD/wBmqvpnj7xvqEi77TRbaEnBlkV+B9N+TWBBEzXPktjcGIYAg8jg1pf8IWt03mNevEvXaq5rPnl3K9nBbo7FvEWu+aI47/S3Pci1bH/oyrR8U30K4ljtyw6kKQD+tYmmaBb6ZbbbeRnPUu/VjUWqOsEDM5pSqSSvcFTg3oi9feP721TcsNsT6EH/ABrKtviTrtyLpltrLbDGWB8tuvp96uK1S/LEnv0ArpdE0z7NpwDj5pBmT3JrBV5t7lyowS2Gt8XteU/8eun/APft/wD4qmn4v6+D/wAedh/37f8A+Kri9RsvsV5NbnJMTFQT3Hb9KrD5q61NnHZHfL8XfEDHAtNP/wC/b/8AxVSf8La14Dm0sP8Av2//AMVXBRgqQRUrHC89/QU+Zhyo7uP4sa6+CLawx/1zf/4qp/8AhaWtYz9nsf8Avhv/AIquBhRifRR6irEcAxltzMeg7UczHyo7lfifrLkAW9jn18t//iqc3xN1kEhbayP/AABv/iq4wpsXn73oKjA28foetHMx8qO3HxM1rHNvZf8Aftv/AIqmv8T9ZUHFvZE+mxv/AIquM3jbgdfWoZGUcA8nuaXMx8qOzb4q62FLfZbEAf7Df/FVc8O/EjVtY8SWOnSwWYinkKsyIwYDaTxlvavNXlVFweWz16CtjwLJu8daOMY/fN/6A1OMnclxVj6Cl6io6kl6io63MgooooAKKKKAClFJSjrQAtFFHSgB1FFFAGdrkBuNLlxKsZjHm7m6fLyc/hXjMfxAluriRIobdoRwDOxVm+nFe5yxJPC8MgykilGHqCMGvnXVdK+wahLbJpu4xSvEJElAJCsRk578VhVgnqdOHctUjtbW2N9bfa5VRCWyiK+4hcdcitiCKGCH5cZNeb276vY7ZzDciOIZyGDBV/A12S6qp0yO8j+ZWUHA9a5JRtsdSk72ZfuZNkfJ4rnNSvmMe2NgATjOf1qKXVZJzIzOMAkjjHAH+NYN7doF3lsHGQoPSnGIOVzc065inlAmb93uG8446cZ9uldDe6lCtmqrIklwRwVOdorg/Dcj3F1Kp5Tj866q10+M6nBEF+WWRUIHoSM0W94Sl7tzrfhz4dGkaRLqEyYvNSbznJ6rH/Av5cn612lIFVFCqMKvAA7Ckr0ErI85u7uLmkzSZpCaYgJopM0ZoAWikzS5zQAUUUUAKM02b/j0uP8Arm38jS02b/j0uP8Arm38jQB8TL9wfQUtNUnaPpTqgY/FKq5NKnWlGAeKTVhluBQhrQiYgg1mwZY4xWnAuXUelSBZYFwMmpYUKCnpCWHNW4oxtINAGRMpJNU5lxWncriT2rPn64oAqY55r134QWRXTr27PSSYIv8AwEc/zryQjgmvoHwBpMuleGLGOSMo8i+a4PXcxz/LFBcdyh8TLNbnwpdOVBMBWUe2CM/oTXmVp4kuINGTStMR7e5lJEjqRulUD1xkdTxmvavF1t9q0K+tlXc0kLKB6nFeFR2TWZYXMbrL0QHgDPBP5cfnWT3OqLtG5e0nUDpkmwSPLlsswPyj6Cuug8Svs4lUr7tiuAGqQ2sUix2cMzEcyzFjj6KCAK1LVFuIVI9BUzVtjSN5ayOwbxiIQQZUPsGyaw9T8Sy6gTnO0dDWe2n9WGATUMlqyjABya5m3LRlpJF7w/avq2tJv+aKH52z+gr1CCH5cYrnvC2lDT9PXemJpPmc/wBK6uBAq8CtIxSRlKVzmfE+hRXVpLdJH/pKLkOD1A5wR3rz0c9a9mul8xoYF+9LIOnYDk/yrnNe8EC5drrTdsUrHc8JOFc+3of0rZSSWpzzjd6HBR4A5qYHc24cnpird9oWo6ZAJruyeOLOC+QwB98E4qqrEgEKetVGalsTZrcnjDEDIx9amTrkuPwqELKYyMYJPUnpTtgVCCy5HvmmwJJpgFLgc44qk10XUjIHP6UjFcsGJOTnFMyE4VfzqRiCVwSAv4mo3YkEs+5qm8pmGcZzUTQN6UXGVmOT04rofAe7/hOtIBXH749f9xqwfKZW5xium8CKo8baTnG7zTj/AL4aqi9SZbHvsvUVHUkvUVHXSYBRRRQAUUUuOKAEpw6UgxS0AFFFHSgB1FFFABXgPirUGk8a3ZsJyIzcMCGGATxn9c179XgPxD8Lap4e1yfVLa3efTLmQuHjHMRbkqR256Gs6qujWk7Mv3OvW9vbmPPmNjBVfWuZg1x4LVoXI2oWYY9M1zX9pSkkukoBHAC+/NQobiYYUEu3BGO1YKmkbuo2zop9aCqp44GPz71iM9zqNwEjy2OrYqa10OeUgTMFBOdo6muo0/So7eMKqhR6Um1EavIveHrNbO3VcfNjk+proUm8m5hnB5jdX/I5qlbxlUUAjpg4FTMMjHXPFYuWtzW3u2PXg4dQwPDDI+lITXPeF9ZivbCO0kcC6gXaVP8AGo6Eetb+a9GLurnnNNOzFJpCaTNJTEOoptLmgBaUUgOaKAHdaKaOtOoAKbN/x6XH/XJv5GnU2b/j0uP+uTfyNAHxMv3R9KXFCD5R9KdipAelOUZPFInWpY0yaTGixbL8wrXthhxxWdbrhhWrAvQ1Ay+FzipcbVPNQ5KqB1peWU0FFG5YFzzWfN97NaE0fzGtvwnoLTX8OqXUe+1tpFcRkE72zwp/n9BQSdB4H+Gk7XFtrGshUjX95HZsuWY/ws3p64r1eZhbwhlxlelPtnaeASldhPO0nn6/Q1VvZlK4oZpEz553umw45PpXI+MdGt5rXzlUCQAkkev/ANeuju9Sgs4jI54HQDqa5DVteWazud6bVboSelYTqxTszqhFtHl81pPKtykUZPlIWc9Ao6ZNdJpiGOFVPOABWTJIJEdIXLFvmcA/e9K1LVwsY55qOfmRexqFh6VZ0uzF5fpuGUT5j/SsvzGY4Xmu98M6Qba2SSX/AFsnzMPT0FCihSloadvCVCjFaUScewqxHbIq5PFQXz/uxbRPteYEEg4KqOrD35H505ShFXkzNRb2IrCPz7mW+IG3BjiOP4Qf6kfpkdasSy7mwOgpm7EYRRhAMADsKQ9K8bFYz2nuw2OyjR5NWTxKHQgjIPUHpWDq3geC+ZrixcWdweSoX5H/AAHIP0/KuitMVoKQRUYepKGqZnW3seL6ppOpaTxeWroOgcfMp/4EOKywshfdtAwPWvfjEkqlXVWVuCCMg1y2q+AbO6Ly2ErWkxydv3oz+HUfhXq08Vde8ckonlBtpC5Jbv0A5qSJI0IyufrWnrml6jpErR3sLKAcLIOUf6HvWTFuwG4HPQ10cyZNi8JQi4Cj6d6qyHqacWBB7U3qKlsrlKczM2M/ia3fAYP/AAnGk5/56n/0BqyGTmt7wQuPGulf9dj/AOgNVReqJktD3mXqKjqSXqKjruOYKKKXFAABS0gOaWgBMc0tFFABRTGlRe+T6CojOT90YosBZyKa0qDvn6VW3FupNFOwE3mljgDFcx44gkbSomQnash3D6jiuhzjkUXVtDf2j28wykgwR/nvUzjeNiovlkmfN97lL5xt4YYpkGmSTSh1yGz+ddz4i8JS6ddHzV3RMf3coHDf4H2qGx03bggciuBtx0Z3RSlqjLtoPIXbJF83ritCOAynITAxW69oxjX92p49KgWCWN8GMAZ9KjmNLIjSLYgA5z3pWXBGattC3y8UG3bIJFIGU442W5V0LK2cgjgiusstcu4UAnAnTuTw2Pr3rIjgXI6DFbOmabJeSKApEI+8/b6CtKfNfQyqctrs6QMGjVx91gCM+9GalmAEYUcDoBVfBHevRscBJk0ZpgLelKGB+tKwDwadnNMHSnA4oAUU6m0oPagBabL/AMelx/1zb+Rp1Nl/49Lj/rm38jQB8Uoo2g+1PGKRB8o+gpazuMeq85qxGKgDYFSo1JsZdh+8K1rcEhSO1Y0RyRW1a5CKKQy2SMU4OFQnFV3J3Bcmuv8ABvg248QTrPdI8WmIcu54Mv8Asr/U9vrQMy9B8G3/AItWZ4j5FkoKvcMM84+6o7n9K29O0nxR4Gk3Iv8Aa2jxN5jRkgtGB/EueQfbNewQW1vZWiW1tEkMEa7UjRcACqU8iIWIouOPY4a/8fab4gtVjsJprYtHguAd0Mg6AAc4P5VYt9Vnk0K3lvZFa42kO6j72CRn61xHjzSRourxa5pkflxu2J4ozjnuRjpmul8PXEN+63m1TbRoDDECMKAOXYfXAA+p9K5sRV5Yto3pUtbM1tP0r7Tci61Nf3YGVhbnA9W/wrzLxJqI1fWro26BLeNikKIMDAPXFd3qeuCTR57iHzBKcrGMZLMeAAKxPDfgu+t5ku75EXcvyoTkqff3rx41dHOR6PJZmBa6ELXTPNIzO5BJxyvPSr32AzOFEQdieMdTXXajoLm0dm2BQVOd3H3hW1aabBp6nCgv3apniXyplKKuZOheForOLzruKN7gnIyM7K6VFCfdUD6Ugw3Rj+dOVfc1ze2qPW4+WPYcZGK4JNU7TMzSXTHKy4EY9EH+J5555p918xS2XJMv3j6KOp/p6857VZC4GKuUmoavVkpJvQbRS4pMVzGhatgd3tWigwOap2q8VamfaMA1109I3OOrq7E6sM0/cpFZks5gt5JSei8VDDdN5WSxJxk1p7VLQzVJvU0ZkjniaKRFkjYYKuAQfwNeeeJ/B0VoXvNPwkON0kH931K+3t2ruXu1gtWmlbAAz71Sjja9jWedyWbpE33FH07mqjXcXoJUzyoaeduS649xVeaEJgBhmtHV7UWeqT2yLtUNlV9Aef0rMfjr1r0ovmVyGraELHHFbngg58baV/11P/oDVgyDnpW74H/5HXSv+up/9AatYJ8yIk9Ge8y9RUdSS9RUY616ByC0tIOtLQAAYooooAKikfnaPxp7tsQt+VQoOeaaACny5H40m3HapRx9KTJHXpTER4pQKfgHmnYoGR49qUcHNKV7ijFACyRxXMTRSorowwyMMg1zd54RWNjLp5x38pz/ACP+NdH0pwkPTGfrUTpxnuVCcobHGm1li+SaCRD7qaNmV2kA/hXaB19CKMx+g/KsHhl0ZssS+xxi2xkOEjZiem1c1Yi0C9n+8FiX1c8/lXWbgBwPypPM9qpYeK3FLESexlWfhy1t8NKWncf3uF/KtPKxqERQAOAB0FBYk4NJW0YqOxi5OW5GRk5JpCp/CpcccU3Hr1qhEe2msnepqRgMUgIA5XhvzqYc1DIOKIWw2wn3FICxSiminDrQAtNl/wCPS4/65t/I06my/wDHpcf9c2/kaAPipTlR9KcBSIPlH0FOAxWZQ5eRU0SZpqJxVlBgYqQLFsoDDvWkr4AIPSs2AYavVfA3gA36w6pq8bJa5DRW5BBl9C3ov8/pQNFbwX4Fm16cX+pLJBpyYKgjDTn0Hovv+VezQxR20CW8KLHFGoVEUYCgdAKTIwABgDgAdqa0gApl2EuJQqEA1z2oXgRWOcAVfu7gDOK43Ubp9Q1FtPg+8qh5W7Kp/r7VhXqqEbs1pQ5pWMzV0/tiJY5W220sqwbgMnnPI/LH41rXNtD4f8N2dhp6Mxdgpb+J+5NZGs3cdq1lCgAiWWMHnoA3X/PrXb28cUoicYZkUYPXGa8CrVlJXezPSUFFmPpOjlBFNcxgMmTHGR93Pf61ulQAMU9uwo4xXK3cu9ylqqsdKutg+YRkjnHI56/hVlcSRgkdQDRNGJYJIz0dSv5jFQ6e5k0+3Zj8xjXPGOcemB/Kr+wLqHKSYxxU2Qqlj0ApJlyue4qrckXDQ2mQRJlpBnnYPb3OBntUwV2NvQfZDzt16wAaUAIPRB0/POeemcVapQP15pKJS5mJKyEIpBzTqaKhlI0LUgLzTmYMarI+FxU0fTmt4y6HNKOtynqjf6LtzwSKreaEh5ONxwSfSn6s42KP9sVl38m+ZLdem07z7f54rJ6s3gvdNGKX7eDK3MK8Rj1/2quxMAyjsKzbJtsG3HAq6DkjFF9ROJyHje3W31OK5AyJkwceo/8A11x8jAZPJA969B8c25uPDqXCj5raZWPH8J4P9K85kbMfua9rCS5oHDUVnYYzBjwCK3/A4/4rTSv+up/9AaucVjnmuj8Ef8jppX/XU/8AoDV2Q+JGEtj3mUdKjAqSXtUfNd5zC0UUUAFFFHSgCCZsuF9KB0qJTuYt3JqUfd+lMQ/+VIenNIvTbTs5TnrTBigYpaOg5IoyD0oGN6UCncUcCgBpop3Wo7iZLa3eaThEGTQA6isU62xy6xgrwwCsD8vcn+Yq3b6tBNFuYMnz7Rkf59DmlcC/RVFdWtWuY4N5y/3SBx+NXiMUwCiiigAzikNLQeR15oAbTSaU0wmkA0jJxUDk79w7HipmOFYj8KgY8UMC6jblDetOFV7VsxEehqwOtIBabL/x6XH/AFzb+Rp1Nl/49Lj/AK5t/I0AfFifdH0FPA5picAfQVKOazGSqeKswRvPKkUSM8jkKqqMkk9hUNtBJcTRwwxtJLIwVEUZLE9AK+gvA3gy28LWCT3McUmrSD95LjPlj+4v9SOtQUlcyPAnw4OnSLqeuxRvcAZitWAYRn1bsT7dq9MLE1CXyOlN83avXmi5aiT7to61SnuBg80yW4z0YVm3VztVueaTZoolXUb4RQyMewrJ0Noktbq4aRXe4k8xyBgqB8oU/TH61E8ouLppJGAtoCC5PQt/CPzpNNQ6vdX00B8pZFxICOPMHBPvnAOa8bG1uZ8p30Kdlc5DxXLvuplRiVVSy/Xiu58JXu7Tk3EnKjrVa18IIZZZNRAm3cAKeCPenadZnTi1uAQEOBz2riqTi4KKOm1zrTID0pN1U4pOBzU4euYLWJt3tVCy/dpPAp/1MzAY9D8w6fWrm7mqMri31WNyQI7hPLJJx845HU9wTwOuPatIapohrW5dDB1I71Vst5muJnUgFtiZzyq98Zx1J5HXioby6NhFLM2MKueW2j8+1TWqiC3jiHUD5jgck8npx1pbQuNrUuhuKM80wMMVHdTi3s55s48uNn/IE1MU5NIHoiYtSbhXglt4l10yBm1i+OexmOK018X67EDjVbgntuIb+Yr0nls+5zfW49j26Pk1Z4CV4nZ+O/ESHP8AaCSc52ywoc/kBUt/8UtftIVQLYFmXO7yDkf+PYoWXVVsRLERbPS9amCKhP8AfGayrUtIrXDj5pTuUei9qgvbu5u9B02WYhp7hYjJgYGWXJ47d6uphdqr0HFcElZ2O5fCi/ag461bjbqarw8ID2xU0JyhJrIB7Kt5az20gBSRGQ59xivEZHkhmeJ2+ZGKke4OD/Kvb4ccn3ryHxlZ/ZPFt4FGI5iJl4/vDn9c16uXT1cThxMepmGY44rp/ALlvGWlZ/56n/0Bq5RQOK6rwHgeNdJA/wCep/8AQGr1o/Ejjex7/J2plPl7Uyu05wooooAKZKcQufan1HccQH3oAroQPpUnQ5HPr71EvAzjjvUuMD1XsR2qhAfbn0ppk2gk5zinbTt45HUY/pUEmcqR680DJ0Xd80nLenZal4HFQowxUoPANADqKKhubgWsBlO3rgbjgA+/tSAWS4SN2U5LKhcgDnArF1TUYpbdGjaPcGUEkcjPTb7/AF9aiE9vKSY3Z55CBMGUiSMeyk5wfWsKaa5j8SWunvtAjLyW9wCMOMbcexXJOD/SkBYaRor3yJHTZdpiKQIRiRT0xnhuePofaprNTNBaLE8SpPCbqRCT8oxgA/Un6YzVbxIbuMb2KtcREXMZwcloipK5zjlS31zVbT5RHFc6pFGyWsJeVC2SLgZbDc/wqvCr65PpkAu2swOptIreWkTLHvUZZWCAsR6AZxj6111ndJdREq5dlJDHaRnBxXnml281hGJL27Z5ZFM0lvz5anG9j17bgMnPPPFdNoJ8uaFpVKiZMIxGMue309M0AdLRRRmqAKKKaTSAY3eoi3NOkYCqbT/PigCaZ+Qo+tRE4FIuWJJ60rcCkBYszw496s1VswfJJ9TVodKAHU2X/j0uP+ubfyNKKSX/AI9Lj/rm38jQB8WL0X6CpgOKhj6L9BU44rJlHp3wo8PRzXD67cqT5DmO2Ujgtj5m/DOPxNexLuPWuU+H1g1t4M0suCjPGZMEYPzMTXWggd6hs1ihrttWqsk9LdS7ciqDPnk8VLZokSSPgZrB1a/EMEjlgAAST6Vbu7sKpA9K4PxLqDT4soznf98j09K561XlVjenC5TtptQudcne3UzRMPnj/hkixkA/UdPevSPDZspLQyaewNuwGFzyp5yD71xenCTT9KeK2USX8aiQR9S6+gHcj0ro/ATedpM92ECefdSOVHQHgH9Qa8ms+ZOR3JJI64LkGsO+Ty77PZhW6p4rJ1Nf3itXEOD1CLlRUwNQW5ytT1DKZIDVTUoHntC0Sg3EJ8yA4GQ49M9M9M+hq0pp2KcW07oGtDAGoz6rdpbR2zpDExeaXbhTj7qjPODzkGtRCVIySais7iN7q/tVYO1uynOcnDFiQfof51P0aujEb2M6fwkyvxWX4nuTB4X1SQEAi1cD8Rj+taI6Vz/jiTZ4Ovx/eCL+bipoK9SI6mkWeQvbiGGzkWQM9wpOwDG35sVZ1iwuNI1J7C5KefGAW8ttw5GRz+NKv72+0KExbPlhGSoG4l854+vernjmRm8caqw7TBfyUV9HzO6R5LikrlGfT72xtLG8mRVhvAWhIcHIHXI7VX12wvIobK6miKwXQxDJkYfB5xXT+LWEeieEojkf6CX/AD21W8Uvv0rwXaZBBgMmf96UD+lKNWTSfe43BXPTL6JY4bOIDhGCj8FxSxnJFS6oQsinqA5qGEcFh1r5yb1Z7EVoav3Yh9KkjIC49ahJLKuaf04rEC3CMr+Nee/Eu02SWV8qnvA5H/fS/wDs1eh24ymK5nx7a/aPDN24GWh2yjj+6ef0Jrqwk+SrE5q6vFo8piJfpmut8BKf+E20k/8ATU/+gNXNWafIA/14rq/BBH/Cb6VgdZTj/vhq+iXxI8x7HvUnamU+TtTK7DAKKKKADGaiuj+7UepqcdKrz/NIoyOBTQMiUHrUi8dPxXsaAvYYp2w+hpiExwSv4ioLlgsJdhjbyamIHfOaiuFJicDBJBoGMikBwc+9ThgR9Ky7eVyiFmUsVGdvSr0bEigC2DVa8MQ8vepLjLIBnsOenWpBzj1qneWLXMg2FIkxlm2gsx9j246+tJgYJgjO2fzXSRTkTEfPG3t6gkgFeh5HWs/Wb67fSpLqeALJZyBxLbxM8JKn5gT99SQWBDAY9eRU2qiWxkNrcXkdtckb7OU42SgZ/duMjkHv6AHsaNM12GKxkia9AM0zTKytmRtx77STwQQfz6GkBm6hNLf29uZxDNDNGqWtwsgcEuQVZuODtHXkfmMSM6f2NPp0VyPMhlmkdM5AtwfMDMOwKnb9fxq1c6et/Le2QWOGHyzfWhhPCsp+ZB26kNx2eshEN5fLfXQSWEWhNxE0QBkJYlIQV6rlScnnBoAtwLY6rdjVZ7lNkqr5MVwSisgJIlII/iwMD0A49OkhvY7lxFFcJN5bliFwSvHAHP8AXPTNVY9H0rS9MgnmhtTP5Z+1XLIrqwAyykn7o9AOnTFGnQx284f7OifOHjhVAPKXACL6ZwSSPU0AdEb4RSRxSptYoWYgjCY45q5nIB9RmuUk1BZZZI45AHVvLLf3Dnccn8v++q3NOllaExShiYgAHPRuPXvTAvE1GzYpWOKrSSY6mgCK5lwDVO1/fMWH3eufWqmqXWFeJHAkYhfoD1P5Vo6bGFgHGBikBZC4HIqGU8GrTcCqkg3HFNgXLbAhQCpxwaq2pxHtPUGrI6UgHUSHNpcf9c2/kaAaST/j0uP+ubfyNAHxan3R9K0dEs11HXLKzdsJLMquf9nqf0BrOT7o+grQ0e8XT9YtLtvuxSAn6VmUtz6bt7hZIU8pQqAAKo7DsKlLsq+9c/oeqw3UaGNwQea2buZEi3bv1rOR0oq3E2Sc5rOnuSemcCq098CT8+B3rA1DVHkYxwk7ehPrXPKdjVRuTarqgVTHESSeM1ycjJbvJLK25vvY/pVXXNfisQYoWEt0R16hPrXP288ssJmkkZ5Jjlix9DXO6UprmkbqSjsadzqEjzGbzGDZG3BIxXrvgcyt4ZtpJnLSzF5HYnJJLHmvFFBBDEdPWvc/CsfleGtOHQ+Sp/PmubG0/Z00i6M+eTR0K/crN1FcoDWih+WqV8Moa8s2huUYCQo9M1b7VThPGKuryKlmjEHWkuZ0t7OaaXIjRCWI64qQrzmmSxiaF42HyupU/Q0QdpJiexjaSrxTwI8NvHO8DSXP70tIwLfLjnnpkkjvxWvtA6Vm6JbQ/Z2naMG+izayyHqQp4H0xg/jWofWt8RJSnoZ01ZCGuU+Icmzwo4/vzxr/M/0rqs1xPxPl2eH7VM/eufzwjf41WEV60RV3amzy57+b7VbTrtR7dUVNuf4Oh+tdtcaz4R1y5GqalZ6hDeuFM8MG0xysB1z1Ga5V9Kim8TJpv2mC1icqvnPkIhKA85Pr+pq1qvhnVtAf/TbZhCfuzJ80bD2Yf1xX0FRQk1d2Z5UZTWx01z4z0DWGSHVvDpeK34tfKlwUXAG09PTtxXNX+rt4i8aaaY7dba3ilht7eAHIRFYfqetYfmYnbtgVo+EIhceN9KVuR9oDfkCf6U3SjTi5LsCqOckme06uwDLju5pYFIEY9ah1hgFhPfef5VZgIJiPavl5dz21sXN3zkdgamBBxVTPzn61Mr4IqBM04RxVTUIEuY5rWT7k8bRn8RirducqPpUVzbiZ2IYg44rSOjTMJaux4isD291JbOMSQu0ZA4yQcf0rqvBMQHjTSmzx5p/9Aas/wAUWbWniaZ9uFuVEo479G/UfrV7wPk+NNKOOPNP/oDV9LRmpKLPNqR5bo95k7UynydqZXecoUopKUdKAFrB1PxHaabqDW80U7OFByqjGD9TW9XnPiht3iK49go/QVnVm4RujWjBTlZnSw+KtMfAbz4z/tRZ/kTWjBrGnTY2XKAnswKn9a85i55xWxa/dB5rBYiR0Swse53KyxSrlJEb/dYGoZlAB4xXI3OV2kcH1FVLnXL7TYXeOdnRVJ2SfMOn51rGunuYOg+jOqjBNtGQoYEZz0qRJNo5GKx7DUpp9Pt2WEDdGp4PtVuNZZDlsjNdBiXxOW47VX1OSVLXzI5DGwbapxkbiCBn6H/IqWNdvQVS1aynupDJHK6KqBVRkyrOTxj+ppMDHt9I0+7ZnvTNfXTZVmuCH3MP4fZeOgwPXNQan4b0u3tLi9iSK3uY4MHACpwQMsvVgeBj6YGQK2DaahDJJHDBHchfmD+YI3DDjrjaR7ccnnNJc2ep3l2ht7RLaIsp3XRD4I5zsQ/XBLCkBy7XNrsgm0iymtri3Xzbq0c+Wi/L8wkVhjld23YMkDJ6Vn6DNLFYQXE0he1lUXcQaQOTlyIVVAu5jsQfJz6nHIrr5dNvLK4W41Rbeaw2G3mkt2cFUY8MyEfdBJzycBvQVzfgeVNJ8PQXckiLPLGsSsqbn2AFUVcAknCEkDuT+ABcvZr2aK1tm02WG2jIu/JuJEUzEEhBtGTksRgHrtps+vX2kafsudGP2xwTHDDOru7n7qlQS2B0/Cs+Y69qeoGWeSXTopd8kUsq/Oyr91QMA5wSc5ABYjvW9omiLoltc3O5LwXGGTUCxLyn/bUng9Rx2A6dKALlgIo7OJliu/MZsvNdAJvbqXKjkDPAyK39PuRNDt83zCvUgHH4Gue02+f+1JJ2JAZFZYkUkwwsCcvngE9QvpjrzXSWkH2cSbpDKxP3s9uwxQAskvOfQ1nzzbicZFLOW3sMd6rsSc5FDYGJcWxXXjKZSyzKG2H+DHBx7HFdXaf6oVybMX1qRsnamEA9P85rqbU/uxREC0xyKi2DOalxnoKcEKnpl+y+nuf8KbAbGNjY7kc+1TA1i2+rpda41nbkSRxIxkk/vNxwPYVsg1Kaew2mtx4pZP8Aj0uP+ubfyNNBpX/49Lj/AK5t/I0xHxcn3R9KcOtNT7o+lPAwazKOk8PeJ7rSpY42cmEHgn+EV36+Jn1GMFZU8vHVT1ryJelSxu6fdYj6HFZyjzGkKnKeiahrUFv8jzBfbqTXPXeuSTArb5Rf73c1z+SzbiSSe5NWIwcZqFRSKlWk9iC6t0uGyxIf+9UsaCONEUkhRjmldec0egFacqI9pK1iTJ2kV77pUYh0y0jAwEhQY/AV4RbQ754UPO+RR+tfQEAwij0AFeLmktYo9DBLRsuR9Kq3YzEasp0qC6H7o15Z1x3MqPg1dSqCthsVfXtUs0JM0UvagVIEKQRwPM6DBmfe/ucAf0pT0p7U002xDK89+KbZs9Li9ZnOP+Agf1r0Nq83+J533ejRDI5c/KcH7yjr2rswCvWRz4l/u2cJqZJ1e63sXPmEZZtx9OvetvRvGGq6TALTzFurMjDWt0N6bfQZ5H8qq6RocviXxBcxC5S2Vd88sk3zbVB5zjqeevSt4QeEtKuYoLWC58Q37nCBG2Rbs8DHf9a92pKHwtXPOhGW+xYtvDGg+NbWS60eK50q9X/WxFC8BPs3T8j+FYXgOy8v4gwRMyP9m84lkOVJVSMg+mTWt43Xxd/Yqy3KW9tpakb7WxbiHsBJjk9fpVH4VR7vElxIR/qrRsfUsorKTaozlfQtJOrFWPQvEk3kiA8DLH+VW7VwYVOe2RWV4sAeK1kY4VZSDj3HH8qmtJs20ZzngdK8Fx91M9dGpFIXfGKsKSxHOKr2vP4+tWhCwbIXj1rNgzShJEY5p4bqRVdJAI8EjPoDQsxQ8qPxoMmupyPj21Ux2d4o+ZJTGx9mGf5j9aoeCQB4x0vt+9P/AKA1dP4mt47zQbv5CuxRLuB4ypz/AErl/BbL/wAJppe09ZT/AOgtXt5fPmgkefiVrc91k7UynydqZXtnAFOpAM0tABXm/iYbfEV1nuVP/jor0ivPfFi48QufWND+lYYj4DfDu0zPgAx0rUtnxgVmwplR7VbSTZx3riTPQZZuZAdtYGuuPsM4JwBG38q1JJcuORxWHrWZrOaIHmVdg+pOK1juYS0R22jwNBptqA3AiXg89q1xkrwF/CqWlDdpNqWHzCJQR7gYrQi56flXoHnjo4zxjrU+HRfWhFKjmn5yOtMBi5x0qQdKOnGaMj1oAp6jY/b7UwiaWFs5V4z3wRgg8MDnkHrXlnw00U6tpzalcLI0doq2FsgdgEKcyOMEEZyF/CvYF5ZfqK4n4VqI/BzquPk1G7H5Smk9wNFfCcBmgurfUtQjKodiyyCZQGXHG8ZHHvVpPC1kybL25vb4ZJKzTbEJPXKRhVIPuDW0Tk5NLzRYRgXXhnT1GbNJLVifnEE7IGHQ5GcE4HHHar1nAtrb7UkdlPPzncc9yW6nPvVmVskgc8dKiHyoF9KGMqTgBz71TfH51dugAVJzis24kKp5mMAOoA+pqWwOf1S4fR/EKXAVmtp1BdVPIPQkf4V2FhqOn3MKtHdQE46NhT+RxXP+IrVbiwEgHzRNn8DWPanaAMVjKq4Ox0QpqcbnoE2qWFup33cQPohBP5DmuW1nxBLcxNBaBoIW4ZujuP6D9az5mVY8/nVCSUHisZ15S0RtToRTuzU8KOF1or2aJgK7teleeeG5NmvQj1DD9DXfq3Ga2oP3TDEK0yYU9jm0uP8Arm38jUQNSHm0uf8Arm38jW5gfGEY4H0FTheahj6D6CrAPFYsoeqcU7FKmCKkGMUIBqjirKfdxUQFWEXimwImpvIp8gw1M3UAaugRm417ToiMgzrx9Dn+le8RfdGa8U8FRmXxTZkAEJuc/gK9qj7V4GZv94j1sEv3bZaU8VDP901ItMmxtrzLnStzGf5ZenersTZAqpcj94T71ZgOQKGWWKKTvSnpUgMJ5pO1IetKDxTAaTXmPxGLP4r0SNMkrHuwF3dZPTv0r00nvXl3ji8jg8cWsshAW3hQ5Izg5Y/4V35cv3t/I5cV/DKvhI7H8S3JI406bhRgZZu1J4EZYZtY1BwDJY6dJJEx/hY5GR+VP8DtAdVllkubSG1aIw3MN1Lt85H6hT3IwD/+uusvvBTWfh2907w0qhtQIW4nupukY52jA6GvUnVjGTjLrY5Iwcopo4rwdcFdI8S3VxKWjXTiHVzkM7nAJHrn+danwliyuq3BGCBFGP1P9Kx9U8K+JPC2gahLJPa/YJ/LS5WGQMW+b5Rgrnqa6T4Vq39g6hK45a6C5xg8KP8AGpxbXsJSi9GGHT9qkzW8bZHh64kXrE6OPwYU7Rpoms4gxJOBwv8AjUniePz9Cvou7Jx9RzXJ6JrNvFCu1zNIBu8pOT+NeZCDqUdOh6akk9T0JZnQjauxe2DmtCKdEXfMdnfLmvN77xLrco2WYhtEAwD95v8ACuW1CPUryQte30kzH++5I/wrSnl85aydjOVaJ6lrPj/w9pblGummlXqkC7v16frXMP8AFz7WzCx0obFON1xLz+S/415teW7xqSQCK55pZMNGGIXPIFejSy6lbXU5amJcWewv8WciW1vbKF4plMbCBzuXIxnnir3gO6SXxxpCqDnzT/6A1eOWEIMik9uTXqfw4JPjnRT6yn/0Bq6aeHp0n7pyzqua1PpKTtTKfJ2pldhyijvS0g70tABXCeM4yusxP0Dwj9Ca7uuQ8bxgNZS9zuX+RrKsvcNaLtNGLbL8g5pJTxxTrdsJnA6etRTyc49e9eeekVxJ1JPNVki+2arZwAZDTAkew5qQnrWl4XtPP1pJSufKBNbUNZIwrNRidhbw+TFLGvRHyB7HmrEKgOWHcUuNl8QeBIn6il+SAdADzzivRPPJqMH0qmY78jK3luM9M2xP/s9Vp9P1GaVnOoxjPZY5VH5CXFIC5calY2kmy5vIYmxna7YOKh/t/SOn9oW/sMn/AArJufDE07M7XMDuefuyqSe/O88msK70K7hc/wDEokmYH70buwP0PNK4HaLr2kkgi/gOCO5/wrkfh1ewaf4fuYdQmW1mOo3MipL8pZWfII9j2rL/ALPuoztGhXS88E4OPzWtC10K7uSu2ymRd23czJtX60AdqNY0s5H9pWmR/wBNRUo1KxkTMd7buD0KyAiuctvCLoMyXOwjoNgfI/OtKHQ5LdVX7dM0Y/5Zx5jz+Tf0p3As/bLctn7RDgng+YOaR7iEnmeLr03j/GljjEB2BpHGf+WjlsfnUjgZ+6ufpSAguMSW5YHI65FZl1CzWhftvGK0piI7WT1ZsCorlNtlAuOS1JoaKE8fn20kZ6OpFckrFGK+ldhnacZ6GuY1SAR30uBxndge9c9ZaXN6D1sU7q4AiIB5xWVDNJMT2wcVclTjJqW2t1x6VyNnchdLlNtrFnIxz++X9eP616XnHFeYzjyHRgOVbI/CvS43DorjkMAw/GurDPRo48UveTJ1PNTE5tLn/rk38jVdTUyn/Rbn/rkf5Guk5T42jXgfQVY2/LUEPIX6VZHHFZMofGuBUgGKIxxU2zikBGiksMCrioQOlRwL84q4wwM4qgM6UHcaiPWrUygmq5HNIaR2Pw6gL65LLj5Y4iM+5I/wNeuL2rzj4aW+La7mI+9IFH4D/wCvXo69BXzWPlesz2cLHlpk4OBTJOlOHSmueK4zYy7ofNUlueBTbgfNRb9RQUWx1oPSkzzSnpUiuRnrSYpTSHrTGI3SvG/FcjP8QL4sC4hjIGBnAEXU/TJr2N+Qa8W10rN4u1+bzNm3zcdDuwAMc/jXqZYvfZx4x+6kT+E7O0sdLv8AxLeQrcpZgJbRyjKvOcYyPbIrIvPGHiCa6+0nV7tH3ZxHIUVfYKOMe1bnh7Ot+DtW8Owf8fakXduveTbjKj34/WuJNvNJcC2WJ2n3bPKCndu9Mdc169OMXKXPuefUbSSidn4qmXW/DOma+2EvGla0uyo2iQqMqxHTOK6v4cQmPweZM/fuZTn6YH9K5PxVbDR/C2keH3bdeBzd3QVvuMy4Cn8P5V2PgVfJ8DWqKMAvK35sf8K4cbph7LudVD+L8jRv0EqlDySrfyrx3Q5Ta+LWgB+Vy8ZH6j9RXscrL5yAnBwTXiEUwTxf538IuT+W7FZZbtI1rvY9UtdM+1sqqMZq3deCHkhZo5Rux0q9pKGOZVPpXVKp2Y9q9CL0MpPU8G8RaHd6ZlbiJgOxxwa4Aj9+/wBa+l/FNrDdaTcRzqCm0n6EDrXzUBvu2A7mumkzmra2NOyXbFux96vR/hkd3jXRj6TN/wCgNXnsXCAdMcV3/wAMHB8b6MP+mp/9Aan1Muh9LydqZT5O1MrYzFHFLSCloAK5Lxwf3Vj6b3/kK62uU8bAfZLNj2lYfpWdX4GaUvjRzdu/y9KWaHzEOKZARtFW1IxivOR6ZniNlXafXmun8JwCNpHxycf0rHZBnPQ1v+GiArqOoPIrqw6XMcmI2Nq9UgJJ3Q5/CpWVZogfUU6Zd8WDUNqdoaPOSp4rsOMryLJCvB4z3qzFKHUVLLGHXB61SUNDLtOQKYFyikHOCDTj9KADJFLnPU02igB1FA6UhOKAKrD96xppOGHoae2dz4GeaikjZ0+QZbqKmwEccX2iVmb7iNgCi+AaSJF9zViOPy1wBjvVab/j+Uf3RQBnzDErfXNYuqJvuRgZygrdvV2XJX04rHvObkeyisK3wm1F+8Y7WjMNuwgevpU0dthQBxjrWkI8pjnmlMQCHjAxXE0egmc7qUarncee1dzpE/naTaSdzGAfw4/pXAaw5aT5OQvUYrsPC83m6FD/ALLMv6//AF63w27OfFL3UzfU+9WF/wCPW5/65N/I1VWrMf8Ax63X/XI/yNdpwnxvCfu/SrBfmq0X8P0FWMZrFlFmJ+Ac1Y31VQDAqXkd6QFuE7nFXJPlSsu3ZvM61pBlYYJpoCuxHQ1EyjcPenykBuCKiLc5okNHqvgCARaCr/8APSVm/XH9K7JOlc54Tg8nw7ZAjBMQY/jz/WujU4FfJ4h81Rs92mrQROOlMk4FOzxTW5rJFIz7jjmkgPIp117VFCeaCi6BQxpAeKD900hDSc0hHIoPFJmgBD94D1NfP2rSmXXdRdjjfcyHJ/3jXvz896aYYZBh40b6qDXbhMUqDd1e5hXo+1tqfPUN3LZXEdxbTGOaNgUdGwVPrTl1q/h106vFNtvi7P5oH8TZBP617/8A2Vps2RLp1mwPrbp/hUTeF/DzHLaLp5Pqbdf8K9BZpT6xOV4KS2Z4LJI8rM8rO8jnLSOclj3JNew+GE8jwXpqA9YNx/Ek/wBauXfhHwzJ10u1RuuVyv8AI1M0MFrZR21sAsMahEUHOAK5sZi414KMVY1o0JU222Zt/KIVEzHhI2avG7ize3uEZvvtLk/UmvX76D7Q6wliTIVUAdlBya5nxToZjvbDy0zuuY0GO4LcUYKryS5e5VaF1c9C0OykkAkALBRjNb+3avNWdLt1tbOKLHRefrTr1RsLDANeuoWRxud2cV4pfzLU24ODM4jOPTv+leDXmnC01++hU5SN9qn9a9z1x83UWTwCT+leJ3cvnaxey5yGmbH51pTMqhGseD1rufhjx480b/rs3/oDVxQ612vwxI/4TrRfXz2/9AarW5kfTUnamU+TtTK2IAU7OabS8UALXNeM4i+kRSdo5hn8QRXSZrP1q1N5o11AoyxQsv1HI/lUzV4tFQdpJnnNuxxV5DkD2rJjcg/0rRjkBGK8zbQ9VFrsOK09AmEd95Z/irKV8rg06CV7e6ikBHysDkVtSlaRjWjeJ6A/3aquNkysOARg1YjYSxAjuKjdQyYPavQPOHo2RSOgLcqKhQleBzzU5OaYCdKUnimNxTqAEBzS96KB1oAdQcCimsR0oAiH329KVMgj6U0H5m54pwPIpAPJwKoTDM7Oep4q62fWqU5/eBBSYFbU0zJFJ2dAaxLof6T/AMBFb16N9hbv6ErWFd8XPPdBWNb4TWj8QR89qdIuIjj0psWCAadMcKa42dyMC6txtO4cnrW74V+XT5UHQS/0FY963B4rX8L/APHlKfWX+gq8PpIzxPwHQr6Vai/49br/AK5H+RqmOtW4T/o11/1yP8jXccB8cwj7v0q0Kqwfw/SrIYZrJlFiNQalIqKPnvU2CBSAIxh81YBxUUI3NzVraMU0BQkzupvJ49anmjxzRZRedf20f9+VV/Miom7RbKgrtHuelReTp1vGOixqPyGK01qnbDbEq1bXpXycndtnvxWhMOlMelU8c0jYqQRSuO9QQnDVPP3qunDCgZdVqCxxUatT85pCuJnNGOKKaSaAuNY5PNOUVG2adGxoAmjNPbio14NPY4piZmXz4YYBrOuXIgZicYzWlcM0rlQcADisi6cq7REZBAx9c1cSSSxQMTI5y5Py57CrGoWq3l9pQIz5d0r/AJKT/PFNs4t0memO1aMMYbVLZf7qu/8AIf1rowqbrxIqfAzpUYKg4qlfXHyt9KmY/JWbfPhDX0R5qON8QXPkxGYkfKGP6V4rDIXJdurEt+Zr1Dx9dGDRZApwW4/PivLIchQKcNjOo9bF5SDXZ/DE58faKP8Apu3/AKA1cPG2DXbfDE/8XA0X/ru3/oDVaWpnbQ+n5eoplPk7UytiAooooAKKKKAPM/EWnHTNVkVRiGQ74/oe34VShkIOAa9E13Sl1ewMYAEyfNEx9fT8a82dJIZjHIrK6HBUjpXFWptO6O+hVurPc1EbKjnJpxOQQetVbdywHrVzHUZ5rGLszWWqOz0efzLSPJz8oBq+wGeK57w/LmAoeqtiugPzKK9OOsdDzZqzaGcBs4pcigjHSkHWqJDkYyckUuaVuabkUAOBozimZ96eOaAHZ4qIqS2TT/mqJy2cJn60ARkjc9CBm6CgR/KSzfXirCbVXIFICCRvLTLHntVc4wz98Uswkml3MMRjoKYw+UgmkA28b/iW2646sc1gagMNG3qCK2ruTfBEvYM39KydQXMCt/dYfrWdTWLNKTtIrQv0GKknb5agh++eaknOU/nXC9jvRj3rcEVv+Go9mlhv70jGucvX5xxXWaKhj0i2BHO3cfxOa0w+5lin7tjSHWrcH/Htd/8AXI/yNUxyeKtwf8et3/1yP8jXajhPjmAg7foKtFOarQ8BT7VZVqyZRIoKc1KLjjkVHuyKYwxzSAv2kilzV1sEViwuVbNXVuCByaYEk/C1Z8OwmfxHYIP+ewb8uaz3m310PgaHz/E8bYBEUTuc/l/WsMTLlpSZrRV5pHsEK/IM1ODioYuFHNS18pc91DweKRjwaQdaCeKLgVZuRVbvVqU1V/jpgTIakBzUKdalFIQpOKTNITSEjFIBH+tEfWmk5p6fSmBOOtK1MFJI2FJ9qAM6UAu2WK/jWOFiOonEjOQM4z0NMv8AVFErxLy3p1JqbT9LmI85v9Yw54xtHp9a1SstSGaNjIwiwE5JPJ+tXdNJfVZmYfciVR+JJqvCjIioB3Oak0Ri97fN/wBNAPyFdeAV6tyK79w32Py4rI1N9uR7VrY+QmsDVH+Zq917HnHlPxEvAwitgctuBYeg61xEQytbXjWTf4hlG4kcHB7cYrGiB2mtIqyOebvIftxXa/C0/wDFwtF/67t/6LauKy1dn8Lif+FiaLx/y3b/ANFtVLcXQ+pZO1Mp8namVqQFFFBoADTc0uaSgAPSua8TaH9tiN5br/pMa/Mo/wCWg/xFdKelMNJpNWY4ycXdHk8MpR8Gr8cwbv0rY8UaEIy2o2qYU8zIB0/2h/WuXjlYOAK4KkHF2PRpz5lc6TTr0WUwfG6NuGA6j3rsYpFkiVlYMrDII7152jk4GcCtvTdTlslEYIki67T2+hrShW5dJGVejze9E6vH5UmCO9MtrqG6hEkTZHQg9QfQ1IWFdqaeqOHZ2YHpTCMnilJpUB64piAJ707aAeDSEgGm7snHegB3SgkH/wDVS800nPGaBkMsg2FR1pD5mAADipvLT0GKkyDQFyoC2NrKfrUTL82GHA61ekIC1XkAUqw4HRqVguZ12uFQ4xkmqN0m61kHcDI/CtTUTnYOwNUGG5SvqCKhopOzMaH7wPpUtzgID61DCSHHrnmp7g/ugDXnyPSic/dLvlCjucCu6hQRRJGOiqF/KuOto/P1e3jxx5gJ/DmuyH610YdaNnNipapEq5FW4D/o13/1yP8AI1TWrlv/AMe13/1yP8jXSjlPjmEZC/QVaWOqkJI249KtmTArNjHgYobkUiMfwqTHHFSMiAwakDHFMPBo7ZpgO3mu4+GsZe/vZyM7UVAfqc/0rgi3Nen/AA2g8vSp5yP9dNx9AMf41w5hLlos6cLG9RHoSdKeKjQ8AVKOlfNHsDhTWJzS01jQDIJOpFVz1qdjzzUDUwHKaeDzUQ6ipKASFJopKM0ANbg0+NiegprdKfD1pASLnPNU9SlK2zLGcOQQKvMflOaybpvMmVfeqQmUdK0O1RFmdme4/iLHv7VvxxiOIIvQVStibdm3DjtVoXAPbFNtsSQuwbwewqHwzH8t5J3a5f8AnUkUm92546ip/D0Xl2IJHLszn8Sa9DLl77McQ/dNKZgkZ57Vyeq3GA7bugzXR38mIXFcF4kvPs9hcSE9ENe29zgZ5DrNybvXLqUnI3YFRRH5KqKxkZpCeXJJqyg+TrWpzdSUHBrtPhiwPxB0Tgczt2/2GrhvmHrXbfC0k/EHRM/892/9AamHQ+pZO1Mp8vUUytSApD1paKAG0UHrRQAhpp6U49aaelAFe8GbWUYyCpFebXemyWd8VIPktzG39K9Ju/8AUkevFc5qqBrJyR9w5FZ1IKSNKU3GRhovAAGTUcc5csAeVbBGelWLLDsTnOKwNUmWDVg9vI0d1nBgKE+cPbHf0NcFtT01sdpo109veopbMcp2N9e3+feuqBzXm8eprGY2G4MOdpGCpHrXf2N2l9aR3ER+VxnHoe4rrw07rlZw4qFmpIs8E07PFIODSsygV1HIQuDknNR43HGDkVMJI+ASPxp3mxDoRQA1IyOSTTWGXyB8w71KZVbgMB70qqo6GgCBmlK4EePxoAmGML+tWciloAr7ieH4pSA6suO1SnaOWxVdpkEhYEdMcUAUbzmKI+pqoKtXZGxQOgqqOlQyjDOEu5F9GNSXLZhBzntzSXq41BgP4sNTLs7UU9vevPqKzZ6VLWKItEiEmqPJ2jQ/meK6YVh+Ho8JcSkY3MAK3BXXRVoHFWd5slXrVy3/AOPW7/65H+RqkOoq7b/8e13/ANcj/I1qZHxtHwq/QVNuqFD8q/QVIOlQNE6OBVhXUrVQdKWpsMnbDDimqMLTFbAp+4EUAQmvafBEPk+GLAdzHvP4kmvGHHBx1r3rRLdbbTbaEZBjiRfyFeXmkrU0juwS95s1weKeppgFOBxXgnpjz1pjUbs0hNAIieoWqVzURGRQAgPIqXOarqcPiploAdnFNxzTiKbnmkAu3nnNSxAA9KYvPWpE60DQtw4WM8VhSXCpKWY8CtS+mCxmuTmdri7IyAmemOa0grkSZspOJjuQnFTckgZ61FDDtiUKvGPSrUEReZRSY0WEjCQM3+zWnpcfl2EQ/wBgfyqlOoWFl9Rita1TZbKOwFerlkfiZyYp6Iy9Vk2xMfevIvH+peXYmAH5peP1r0/XpwI3AbFeD+Nrw3GtiIHIiXn6mvXiryOKbsjGgH7sCrAQ7faooBhQKuYGwVoc5CcjpXa/C44+IWie87f+i2rkFXNdt8NFx8QdDyBkTNz/ANs2prcZ9Oy9RTKfL2qPIrUgWkJoyaDQAlFFFACHrTT0px6009KAK11yQvoM1i6qhGnXOB0jJrZflj1qvPGHRlIyCMH6UNXQJ2Z5vY6kY7gI/B9PX6VuxwRi/gvkwdmcgDnkVzmpWEmnX32W8JMROYbgDHHbPvTotUexmEMzgd19G9x/nivOacGeqmpxsa2oWoh1eSRf9VefvI26qG/iH9fxrofDxks5pbRpA6svmLxg56Hj8qxLbULW4g8l1DRHH7tzjB9QeoNbelLYWjEQKUkkGN0jlmI9ATW9Nxc+ZGFXmVPlaudGGyKQ5fgVHE+Rg1IFYHK12HniG3z1pv2dfSpwT0PWnYFAFb7MPU09UWPncamwKaY0PegBgcHuKdgt0YYo8mP0o8lR91iD9aAGMjjjGRUbxRkfdwfSrHzKOTkUwkHnFAGfeoPJUgdxVKtC8OIdvfIxWeSFUljgDkmoluUjHvmX+0cY7KKr30yEbcjgUsoaSd526k5A9BWZfltprzpyvJnq04csUdFoigacpA+8xNalUdMTZptqp6+WCavDpXfFWSPMm7yY8HNXbb/j2u/+uJ/kapL0q5bf8e93/wBcT/I1SJPjdB8q/QVNioox8q/QVOOlQMUCg8HmlX0prDmkMdQKUqQKAM0gLOnQm41W0hxkSTIuPxFe9264AwOK8T8LRed4p09T0Em4/gCa9vtlO1R7V4eay95I9LBLRssZwKUH1p3ln8KaRivJO8UUjHFJnFMZsmgYjVEeKkaoXPpQITPz54qUEVAMg81IPWnYaJQeKbnmkzgUwtk0rCZMpGOTUysAM9qrR5NPBwh5oAztSmGGAIqtpVpGWMrcnNMviZZ/LU4Bbmr8CCKMIvGP1q9kK2ppnyMAYGamjjjUA7QOKzY+X61Lqdz9j093HLEYUYyST2FSouTsgeiuHnG4vwicqGAxXQN+7tz7CvJb/wAay6D4ghs1XzDCg+0MUyvmNy3AwTtGBwfUV2Fv43sLu1H2nNqSOrHcv1JxkD619Lg8K6MNep5laupyKGvTAiT25NeA6jcG71W5mJzukOPpXt3iOcJpN3eIwaPYxVxyp44weleEISSTXXBWuc9V7FyMYxVhTVeOp1pmRMh5AruPhvj/AIWFon/XZv8A0Bq4VD84rufhvz8QtD/67N/6A1C3H0PpuXqBUeOafL1FR5rYgXuaSiigAooooAQ+tNIzxT6aaAIXTJz+B9qidBjrVC78U6NaeIP7GvL2O2vmhWVRMdiupJHDHjPHStSOWKVQ0cscgPQqwYH8qZJh6tp8N9avFMuVI4OOVPqK8z1S3l06U219a+fD/AGGR9Qf8kV7NLDuBzHn/gJrE1Cwt5RtlgRxnOGHes6lNTN6VVwPKR9neLNvJPat2Q5ZfyPSptMuNbLsluhustgDa/Hv6V3w06zR+IIxjpgCtW2SLgZb86yWHXc1eJfREGgTal5TLqETqVC4L9z3x7VvpJkCoYoYiOC1WFiQd2H1rpirKxyylzO4u40ZYnpT1UepP4VIEQj1pkkHzUuw1ZESjtQFQUAV/L56mlCgdzVjavoaNi/3T+VICE1GyA9ODVgoMdKjZR1/rTGZl8PkQnsSDWHqEuZIrcHG75m+naty+UBQBu+9nnpXLai7LrPt5KkfrWFZ2RvQjeeo64K7do6isS9ViuasT3ohyW5JIAGetNuGV0I7kdM1wLVnovRHU2q7bWEekaj9KsDkVDb820X+4P5VMK9JbHkvcetXLb/j3u/+uJ/kapirlt/x73f/AFyP8jTQj45T7q/QVLnioUPyr9BUp+7UjFU808DJ5NQDipYzzSYyd+VAqP7tPYjNIwyKkDoPA8fmeKImAJCRux9uMf1r2e1+XpXlfw3tDLqF9MCBsiVckep/+tXqdt5iqxZccfKwOQa+ezJ3q27Hq4Rfu7hcXm1sAMKq/byTg5ouXlyflPHtVUF853D6VwpI6zQjn39KlzWcrH+L9KnV0x95vxFJoZZ3c1G7jB4P4UsZB6HP1ofocAUgIN4JqQMOmaqSRvu3YYfShXxwTTsMub6bnJqJXyKVpCnOKLCZOjMvAp0rbEJz2quLhjzkUXkxNsOmTSsIpw5a4LkCrQ5eobWJ5ACRjNattZnuOTVMfQlsbXI3sKy/EtzNNGun6f5IvpMeU0hAVT259TjitPVNQOnwRwQRtLdSnZFGvVj/AId/wqXS/DVrBZSNqGy5u5vmkcjgH0X0x2PWu3B4aU5KfRHPVqKKszyTQPDz3UVzYzXjNfwyHNpfrwQeflP3lOc/MMg9wavv4ufQ7v7FbaBp0V7ENoW7hzIT6o5JB9umf0rb8ZWjW1ssc8zwtBxZami5eIn/AJZy9yh9R0rhNa8RS3Nj9m1m18jWbUboLgAMsy/X9Qf5V9ImeVKNyje6wdQt5nvFkSOY7lgjJSMbQQW2DgFjgcDoh9a5R1TzPkGBgVoXDAXJW6mwvkx4bg4Q4+768VQBVpHZAQpPGeuO1U9jMmj61KajXtUwGai4DUPzj613Xw2OPiJoY/6bN/6LauLSMlwOK7b4cJt+Imh/9dm/9AahbjPpuXqKjqSXqKjrUgKKKKACiiigApD0paKAPmz40ymT4hTqeiW0K/oT/WvPRNLDzFK6f7jEfyr0D4y8/ES8x/zxhH/jleeMMk1otiHuXU17WIMeVq1+h/2blx/WrC+NfFEQ2p4g1IAdAbgt/OsgjNRMuM0mho6JPiH4uQYGv3R/3gp/mtW4Pil4wg4Grh/9+3jP9K42gDNID0KD4x+Mov8Al9tH/wB60X+mKvR/HPxcoAZNLf3NsR/7NXmGD2p3IOe1Fhnqn/C8/F0ZG620vnkfuG5H/fVK/wAdfFgRCLfS1LdvIY8f99V5s0iDK+XkEg4Zs8+tRltzEsRQlcGehy/G7xtKMJNYRe6WoP8AMmsy5+Kfji7Pz+IJox6QRon8hXHeYo/izQJF7A/lVcqFc3LrxX4kvB/pWv6nL7G5YD8gap/2xquQf7RvM/8AXw/+NVA2exobJHBoaFc17fxf4ksyDb69qUWOgFyxH6k1sW3xV8bW2NuvTSAdpokfP5iuNC4HU4pMnsKLDue2eAviRr3ifxENM1V7V4mgeQNHBsYsuMcg/XtXX6q6DUmyRlYVB59STXivwunaD4haaCwUTCSE577lP+Ar0i5vXubiedmIEsz4yOwOAPyFcuK0VkdWEV5XIJ0aXXYDL+7tkBaIucLI+cH64/rWleRqjY3ZBFR+XHNeWsSRu0lvbr5rMoKqzEvge+CM/hRLHNqepi0g+U85bso7k1ycutkdvN7t2djYkNYW5HQxr/KrQGRUVvAtvbxwoTtjQIM+gGKmA4rvR5b3FAq5bj/Rbv8A65H+RqqB0q3b/wDHrd/9cj/I00I+M4/urz2FTE8daiRRtXDdhUhU4pWAAcj3pyZpi9anVc9KTGOz3pTyKCjelKAQORUjO0+HVxbRzXUUtxHHLIy7VZ9pIweQfrXpltPLG7RtyOxK5/WvnK6Y+WApwxYc+lW7bx14ksAEttVn8peFSTDgD8RXnYjLnWk5xZ2UcUoR5Wj6O3yMMlQR6VC9vDI2TAw+leI23xc8SQYEotJx/txFf5EVtWvxpmGBdaOjepimI/mDXDLK662szrjjKT3PTzaR5ykrr9Rmk8mVThXhce/Brj7P4uaFcKBcLPbE9mQsB+IrWh8beG7xQU1O1JJ+652n9a5pYOvHeJtGtTlszfjRgCCo/DmkcEfwkVSjvbSc77SeJ1/6ZuDU63b9Gdsdu9YunJbo0TT2BkYjhh+VVZFYZ4+tXhOG4+VvqMUMiP8A8sf++WqRmZuYdDTJLiVRz0rQNrAw582P6rmoJNPVx+7uVz6NxTJaMo37pIR+lbGlGLUF2ynocisy402+T50jEij+4wNW9EMsNwRNEwOehFDSsI6eGwhXBBNTyPHbx9gMUsbfJ0I/Cq13ucYWPd9albiMrw8suoaxfapcoQkbGC2VuNoH32x7kY+grpSxYk54rDtr63slazDL5qktIM+vNaP22NbQtkYIr6mg4xppRPNq3cncy9dWGdHhnRZI3Xayt0Irwbxdpb2MxiSQtAj7k9s//qr2XUL9LiSZwf3aDrXknjK53pGOhds49q1T1M5WSOQdScDfvA4A7j2qwIJIUQuuA67l57VW7girKLxWpzjwcCp0I4zUG2pApBqQLcJBkX612vw5OfiHonP/AC3b/wBAauHt87smuz+G7Z+I2iDH/Ldv/QGoW4M+nZeoqOpJeoqOtSQooooAKKKKACiiigD5i+LMpl+Imq5P3GjQD2CLXCcGvQvjBa+R8Q79h/y2jil/NcH+VeedGNaLYgUrio2BIzUmemaacUAiuytTOamc+1Mz7UrDG5aj5jSk03nNIB5cso5xilVVJ5bP41ZbTguhxXrLIDLdvCHz8pCorED3y1VhGuegpoCZVAHGKkAJzwKhEanpinhCBw361WoiXZjkUm0nqaZtYH7+KXav8UnP1oELj1b8qb8o70YTsaTAz1oGjb8J6hDpfizSr+Qt5cFyjvtGTt6HH516TN4otP7MmtbW3mknLt5IYbQSSdpNeQ27BJ42B5VgR+dev+GdLmu2WWO1eW5bHzsPkT3JPFcuIu7WOvDNJO5rWtxJp+kxJcPvu3XMjE5LMeprpvDmnPa2r3M4xPckNg9VXsP61FaeFIUuEuL2dppFOdijCZ9+5roO9RTptO7HWrKS5Y7BThyKaOtOFbnMPWrVuP8ARbr/AK5H+RqsKtwf8e91/wBcj/I0wPjhWhRR8hzin+bG3GCKsyQ2hwSe1NC2iHoTQBWKY5HIqWPrxVgSwEbQgFM8sA7k5U/pUtAP7U09KdTWNSUZl8AsAx95zgY9O9ZZQ5wK07tgXx6VUwKtKwiusTZp/kkd6mpGz6UxEQTBpGUdhT9pPajaaAI0kkibdG7IfVSRWrZ+KNbsSPI1GcD0dtw/Ws0ntTSBjNS4Re6KUmtmdpb/ABM1+3C+Z9nnGMnfFjP4itmy+Ls25Un0pWYnGY5sfoRXnFyNsm0kZQBePYUy1jLzZGMKNxzWEsJRlvE1jiai2Z7LbfFnRZG2XEN1A3QkqGH6Guis/GOg6gAI9QtiT/C7gfzr5xJLMW9aQ8ds1zzyujLbQ2jjai31PpwtaTnMciEEcGN8j9Kz21G5s5DGnm4zj71fPEVzNCcxSvGf9liKux+IdYi+5qV0P+2pNc7yntI1WPXVH0JHqsjqNzzD1+arDXErgeWJz65bNfOreJdcfrql2f8AtoaamtapJKhm1K7KZG79+3T86n+yH1kP6+ux7lqUUsl4IIWKTTkKWxkhRyf0FWdQu5I4Ft4FJzhFB5rnfA08kweaThbKMwZP8RZt3H4cVtX2tWVqJJVIYx89ehrujT5Eo9jPm5/eKWqMbGyWy3bpm5lI+ma8r8R3LTajtY5CjiuyvNbhTSZ9QlO+ecbY19MnOf0rzu6mFxM0pB3MSSTW0Fqc9V9BijOKsoahQdKlQ81qzFE6rkU8KR3qNXwKk3jAqBlu1GOSM12Hw5Uf8LF0Q4/5bt/6LauSt3GwCuv+HTA/ELRP+u7f+gNQtwPpiXqKjrEk8deECRjxVof/AIMIv/iqj/4Tnwj/ANDTon/gwi/+KrUk36KwP+E58I/9DTon/gwi/wDiqP8AhOfCP/Q06J/4MIv/AIqgDfpc1z//AAnPhH/oadE/8GEX/wAVSjxx4R/6GrQ//BhF/wDFUAb1FYI8c+Ef+hq0T/wYRf8AxVB8c+Ef+hq0T/wYRf8AxVAHivxyQr44ibbgNYx4Prhmry7+OvUfjXrGjapremXOm6tYXii1aNzbXKSbTvyM7Scda8q8+LdzKn/fQrRbEPclAzxSEYponh7yp/30KRp4eR5qf99CgBCDTCMGlaaL/non/fQphlj/AOeif99CgYHFCjLgYzzTDJH/AM9F/OlEqKGPmKSBxzQwPTdF8D3+r/CW7vRKzubg3tlbAdkBV/xYdv8AYFecsBuz6819JeF9f8K6N4V0rTj4k0cG3tkVwb6L7xG5v4vUmvn3xFHZWev31vZ3dvPbR3DCGSGVXVkJyuCDg8EVEWMzwBT1UcVEJosf6xP++hUysDgg5B71oSO2LzTtic4X8aQc0uB6ZNAhhVc4AzTSoxT26k96ZnigZo+H4Vm8RaZEyB1e7iBUjqN44r6sCLENkahUXgKowBXzD4KXf420MYz/AKdFx+NfUHY1nMaEppp1NqCgHWpBUY61KvSmgHCrUPFtdenlH+RqqBVmP/j0u/8Ark38jTA+NxcWwUcnoKX7Va+9YYfgfSgtQBt/a7bPAp638CHnp9awMmjJoA6SC7jnJ29M1JIcIx9BmsbSzlyvvWtcnbav9MVDWozJlbc5NMpTScVYhcr60bl9qZtWkKY6UAPLAUwuO1Jto20ANNSQIGmQH7u4Z+neoz1rV8P5bUfLxBtZGyZow4HBx2459KAM2X5pXPQkng1rWtrbJ4cu7pnxcF/LjUHqMDPH1Yf98mlm0dTeuzXtuLcvnejAkLnsM4/DNQ389slvDbWrEovzOf8Aa+vf36Dt2yQDL2+1IVqUsvrUZK9qAGFBTdpqTNIKAEUY60/5cU01GRzQB3XhPW/spKSzlYZlCMewcdCf89xTLy5fUbtpCGFhEzAyBSFkYfewe9cjaziPKP8A6tuvHQ/5/wA8Vt/2vstYUhCwLbKfkjJPnO3VmzxnGBwOwrOUbmsZ2Vitqd61xIqhdiHlE/ur/jVHvSGUzyvM3VjgewpV6iqSsjNu7Jkp4pg6U9BmgRN/BSYp3amZpWGXYGIWuv8Ahs5PxH0Mf9N2/wDRbVx0DALiuv8AhqufiPoZz0nb/wBFtStqB5PRRRWggooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACtiDmCP8A3R/Kseu30/wP4qutPtrm38O6jLBNEskciQ5V1IBBHsRVREzIyB1p3TFdB/wgHjA/8yzqY/7YUv8Awr/xf/0LWp/9+Ku5NjnCKjrpj4A8YHn/AIRnU/8AvxTT8PvGGf8AkWdT/wC/FAJEvw6QyfEDRB6XG78lY19LZ4rw/wCHHgrxLYeN7G6vtEvrW3iWRmkliwudhAH45r3X7Jcf88X/ACrOe5SRAelJU5tbj/ni/wCVN+yXP/PB/wAqgZGKevani0uM/wCpf8qetrOP+WL/AJVQDe9WE/487v8A64t/I0wW03/PJ/yqzBbsY5UkVlDoV/OgD4Tor6J1H9n7TpbKddNubi3ugV8h538xMcbt4Cg564x7VXk/Z6T+wY449RzrG7LzPuEAXJ4Cgbs4x1NSp+TA+fs0da9xk/Z01H7ND5et2on+YS7oX29eNuOenXNS6f8As7XSSs2o6xA6AfKkEbrk5HUkcDGeg64pt6AeI2lz9mk3bd3tV251ITRbBEV5z1r2+T9niA6+kkWqMukZBaFgTP05AbG3r3xU2ofs+2UllcDT76SC680GBpmLp5fGQ4Cg569OOlTzarRjPn0zHH3aTzv9mvoKx/Z6shY2i32oSSXQlzcNESqGPnhARnPTk+/FWYf2e9GGqXLy310dPKIIIkfEit/EWbbgj0wKTqW6MLHzr5wz900v2lQP9Wfzr6I0v9nvRo7BRqt5cS3e5tzW8mxMZ+XAKk5x1qeH9n3w7vmE896V8w+SEnGQmB975Ouc/pSdW1/dYWPnD7T6R/rTTcZ/hr6FvP2ebB9ZtWtL6SPTAP8ASUkctK55+4duB265qtqn7O8clqi6XqYimErl2ucuvl5+QDAHOOpqlO9tAPAfNBP3altrt4PM2DG9cE9xznivbLD9nG98/wD0/X7ZYQM/ubdmJOehyRx1rcuf2etLeG+SDVDEZp1kgb7OWMEY3ZjHz/NnK8nn5ferEfOLSEsTjrSbya9+8Pfs9G11iOfXdStruyQEm3hV1MhxwCeMDvxzxUeq/s4sWjOla4vJPmC5iIA9Nu3Pv1oA8FyTS4r2gfs36zn/AJDun/8AfqSn/wDDOetf9B3T/wDvzJQB4sOKK9p/4Zy1r/oO6f8A9+ZKP+Gc9a/6Dun/APfmSgDxakPSvav+Gcta/wCg7p//AH5kpP8AhnHWv+g7p/8A36koA8UJ4oXJOBmvav8AhnDWv+g7p/8A36kpU/Zy1tHDLr1gCOQRFJQB49Gu2FPfmlFezN+zxrZwBrmngAY/1MlIP2d9bH/Md0//AL8yUmB5AOlTRGvWh+zzrYP/ACHdP/78yVKP2ftaH/McsP8AvzJQB5MTxTCOa9ePwA1k/wDMbsP+/MlA+AGtD/mN2H/fmSgDyqFSFyRXY/DMkfEfQ/8Ars3/AKLauuj+BGrqoDazYnH/AEyetnwt8ItR0HxRp+rS6laSx2shdkSNwTlSOM/WpswP/9k=",
"path": "002680.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002681
|
Men Tshirts
|
{
"bytes": "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",
"path": "002681.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002682
|
Men Tshirts
|
{
"bytes": "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",
"path": "002682.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002683
|
Men Tshirts
|
{
"bytes": "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",
"path": "002683.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002684
|
Men Tshirts
|
{
"bytes": "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",
"path": "002684.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002685
|
Men Tshirts
|
{
"bytes": "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",
"path": "002685.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002686
|
Men Tshirts
|
{
"bytes": "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",
"path": "002686.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002687
|
Men Tshirts
|
{
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAK7AgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3eiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKK4rx148g8MQ/ZLUxSanIu4K5ysKn+Jh39h3oGk3ojo9X1zTdDtWuNRu44EAyFJyzf7q9TXlurfGa5+0yDTLKJIB8qNcfMxPqQDx9K88u7m71a4mv766kldid00pyTj9PoBwKzI7ZrlWdWMUYOBgc+9Rz9jZQSNfWvHGtavd+dc3shx8qKp2jHfCDAI/PpWbH4j1OEIsFzPDGG3MqO3LdzgGohCiki3VwB03cs3vwelRpO8ci4j81+cKxLFvwHajmY9TVtvGXiCDckeo3SJJgufMZd3ucHP61oWfjvxHp8sYi1q7ITHyO4dR7EHPFczPJcOuGCqDg5MQH5HFRlVRQBIA2OMrjn2IouxHoVv8c/EEEjfaLTT7mEHG4IyZ/EHj8u9d74X+Lmla2yw6lbtpc7fdeR90L/R8DB+o/Gvn4x3Axt8uQMuMZzx34p8U8luVCSGM++MVVybJn2CrK6hlIZSMgg5BFLXgPw5+INzplzHZ3kzTaY3ylGOPIOeq+3XIFe+qyuoZSCpGQR0IpkSjYWiiigkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKbJIkUTySMFRFLMx7ADJNAHNeNvFsPhHRGnwsl7NlLaE/xN6n/ZGf5CvnOeS81fUJLu/leeeZ97ux+8fXPZR0/lW34k1x/FWuXeo3ZxFuCW0RPCID8oP8z71zt3dxokkaMWAGGYD7wB6fQ/yrNu+hvGNkX3mjVVQktBGvDHC554wP8AOPrVVtVgkdkjXK45booH+H86yJ5ZpiDIThsYC/5wBSGzMKK/z/MeMnn8qLBc13u7byTsTrwpJx9fbNOikUAqIlVjycZJx7jvWMUlWTzGVi+eD94j6VLvljj3ghVbqSclvy5p2C5o73ZcIP3anqWOB+HQVSmdGOAUwCe4/TvVNb3L7WCuo7YyB+FbVteJPCFjWKVgMGLdg/rSDczIjhj+6VgRjkcH6f8A1qmMQKhxgBf4HOcfQ9aluJ4DJ+8jeE+65FV55PLIOfkJ3Kc8H6GgCZl8tRcRlXj7jHKk8Y6+4/WvaPhL46m1VG0bUpN065Ns5PJUD7n5DI/EV4nbTqdyDo64Iboau6NLcaO8d1FLtnSZXjYZ+Ug5GKadgavofW9FZ+harHreh2epRjatxEHK/wB09x+BzWhVmDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACsnxTMbfwnq8o6rZykc/7JrWrnfHeP+EH1kN0Nqw/Mikxx3PmeYO6rGv3mOQO31/z6U3yLeBgkuJXBBYdFHt/U1LOBHLLKe+Ao9v8AIFUWGDmRsktzzjvzUI3ZPcTKfuhVcjuOEX/Gqk9yDhoQcYwGJycH3p+xptxZwEkIyuMccVHInlHe3JJ4yP1xQItL5dwkaO7gAcgmhoC0mxVeSMD5VQYGPrWeGIYMSR/M1ctZbouACwz0FDCxbjSBoyn2WKJl7qC5H51VkaDI2M+VPDPjCn6/0IrWktxNF85KMOyqFI/SsuS03S7nJYdAAwH+fpRcdhzTXQzIdmD1Vhx9R2/EH8KrLLnMbDCnny35GfUVbS0TYFRpEB6KvIJrQsPDVxdyMixuflODsJ546/r+dS5IpQZhLGFY4BH49K0psGK1AwFL5ft0UVsT+Eb+2ZQ0RIxzgZ4qre6RfKnyW8jBFGSBwOwJpc6Y3Bo9l+D+rLc+GpdMZwzWMnyf7jf/AGW6vRa+d/hlqM2leLbCEA7biQ2swPHDA4P1BC19EVtF3RzzVmFFFFMgKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArn/HLBfBGr5bAMG3P1IFdBXO+PCF8EaqSCf3Q4Az/ABCk9hx3Pm+aOMTbuSNuPbv/AEqnLGSxVCAEwM+/OKtyZ+6ctkHnPU9/61HkFvu5VBx74FZm47TbJ9RvEtogoUEZb24ya2dc8IXdnD9pjVpY1XLgclaTw0Aupwhc8kEgdOOn6mvYLaOOWMlvn3dc1nKTTNYxTWp87tEgPv2zmrEFoz4G4gsep4z+Ney3/gTTbuUywIYHJySuMfkabZfDu0jl86a4eVuwC4Ape0Y1BI8xFnPFtiVppeOQwDZ981oWPhya4KySR7B3YH9BnrXr0HhLTI4wDFuI9avw6JZQtuSFc/SleTKvFHn2i+CjLKJWVljXhT0JPr9K7ay0KGyH7tdpxjj0rbWNUGFAA+lDEZpcvcTk2Z0lmj9VB+oqEWMKKQEHPWtJsc8VWduaWg9TyzWkOh+NoLrbiMSx3K4HdXBP8v1r3zIPI6HkV478QbLzY7C4QHeJfLz9a9fiBWFFJyQoGT9K6KT0Oatuh9FFFamAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXP+OAT4L1UDGPJ5yccbhmugrB8a/8iZqvyBv3B4Iz3HNJ7DjufNcg3HJGOpI9STRGECrnnnn+VE4MczY+6Ccc9M9v0pYE3xqTx84A49qyOlbmto6Mt4giOXbGPYdK9f01NlrGc8Y4rkfCWgI8K3742H5UHsBg/rXagLFEoXhRwKxk7s3SsrE4fBxViNjxVDd8wHercLqxK7hkcdalAy7HzUuOKhjdV4z+tTBlJ9q0SM2GKjapcjPWmOQAaAREw4qpIuO1MutasrQ7Zp0jI9T0rnNR8cabDvSJjJIOmBwfxqWi0ma17po1W40yAn5RfI7/AO6oZj/Ku6rz/wAG61Lq18oeNQ8chYEdChVv1r0CuimtDlrX5rBRRRWhiFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVh69fQNDPpTBWe4hZCC2MBhjj1PetyuM12387WdxHJkC5HXAFZ1JNLQ3w8FOfvHi3iLw/qOjXnl3cRMTt+6lTlZPp74PQ81TtYQHTcPlU7sev+c17skUd0HsdRgjmKDchZRyDxkeh6g/WvM/FuhRaOV8okwsBz3yv/1qyUuh0OCTOp8IT7/D8S9kJQY9q3zyPbFct4HhePRfnHDPx9B0rq/L3Ljnms5blGNq2oXFugSyRnmbqVXO0f41zhk1UMY7OG4MnJdj3PXAFdXexCGMlU3sOQGNYMM+pX9z5DXMWnQE/eVMs3TkDoO/XNEdyvs3Mye88U2MZldJIkOQCzrx+Gat6P4q1mbCSurID875BP061keKvCerXmvhY5Z7izJzHKz8KpA6tnsQeMd+OtdPpnhqC0VpI8hA3Ck5b6fT2OaqV1oEWmrs6+zvhOoZWypFLe3iwQmRidtVLFFt324+Xrj0qXV4TcW3yYB6j2qbsmyucFq+lzarK873Ihi3nkkKB7Z7n8DWdCvheylaGa8s551PzF52J+mSuAfbivQrKK3tUZJbeO4c5AZhggHsM9PwritM8ELaXl0WUSJOflDg8DPOSc5NXZWB35ttD0PwjZW9q6PbjCSRkqAuODz07V19c34asIbAJBAgjREPyiukren8Jx1vjCiiirMgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACud1qEjVLduzt1PrtNdFWfq9o9zabosedEd6e5HaomrxNaM+SZyurtexhbq3wRByY8ffB6gnt/jisvxLppv7NEmTO5hjP8J7H+VdD5qXFvIi8bwQyHhkPoRWXDLcSWb6fe20sc8C/JKw+SZR3DevTI/GuZ6He9iHRrQ2lgIWUBgeSO9bUQBxWVZylkx0PpWlA2D7UrEkz26uOVBP0qm+mxM2WjXn1FaQNLnnpTsTdmeulxKQ5Vd2ew/rUzW4RBgAAdBV5VBqK5wI8nGAKoLvqU1GG31ZHzRZI4FVIZDM5HRRV2EAo6k8ikiisIEcfMobHrUsdtGhyqAfSnIMGnk4OKGiS7pYxdPj+5/WteszSFy0r/AEFaddEF7px1X7wUUUVZmFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAY2o6aBKLiNMqDk4HK//AFqzpU86F0MuO4wehrqqY0MTHLRIT6lRWcqd9jeNdpWZ5vE+xyw4yeR7961YJAfm6eoqPVrX7NqkqAfITkD2POKittwAGcYOBnqawaszpT5tUa6t0xTwck81XjdWQHt3qbcPwpASqSD7VW1NilhJIc4UZOOoGef0qQyqgBYgCoJNQiO5Scc45HWmncZz1z4oisZUEFjLcxHrLFNGAPoCcmtqw1+xntDMkqgMcNu4K+x9Kx7uOG7nUGNSgcdADk+nFQtaRtdC1WD5Tyw24z/n+tBTszftNTS+vSLdd1uBky54Y+g9frV6TFcpp9y2nI9qylCGJXPy556V0EF55ts0jDaUyGBHXFBMvI6HSFxas395z+laFU9KUjS7fI5Zdx/HmrldUdjgk7yYUUUUyQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA5rxPCFmhuCDgqQSPUf/WP6ViwkOQpx6EV1evwedpjMOsbBvw6H+dcUZTH8pHQYJ7+1YVFqddJ3iaQcq59c9fX2p/2h8jcFB9PeqKXSFGZjk4/h9fSms43KUbnIyBzkdenWsWali5Z5GA3FQBknpgiso3OkpNl79DIvBRW3En6cnNaIVLhl3MAFHPPXtUxt41A/cplRwy8E0JlK3Uzv7citQq2Wk3kvo3lAf8AoRFP/wCEg1CTcYtFlM3Te+1QPxyadPqdvaEjZPvHZYi38qrJrrTMRHp182T94oAP51d0bpQtsN+26xdOom0+3HUiTzslR0xjHNaUaytGYgnzswXaPyp1u77fNki8pQOFY8n61b0SM3muBusUQMh44yOB+p/SlHWWhz1ZJJtHYRoIoljHRQFH4U6iius84KKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCOeITwSRN0dSted3ULfMvIccfjXpFcbr1uItTlyPlfD4+vX9ayqrS50UHq0cm94Y5QJc4zg/NgVJFdLuBDgKBkgkE9Mdf6Ut3aESl1UlWyCD1HvWNeWzxgmMukmDk4HNYHSdLaSqWY9skDJ4GeRz69a2LZ1PD8+mT1rzu11mazlK3CFsjgoflx/7Lx3roY9TWQRyI3mBuhV/856f5xRyiudSgjbqi7e/GcGlWNFOV25J7Dmsm21RGgUs+7nkjpz1FKNTiQMXcZx90c/54p2Qy3dXAA2ADcOSc4qx4PuY/tN0WB3XLbo3J+8Fzx/P8q5d7yTUr/wAq1dgqH5pRyq/T37gVtwL5MkQjygQDbg9MdKXNyaicOdWO9orP07U0u1EchCzgcjs3uP8ACtCuuMlJXRwSi4uzCiiimIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACub8SoPPgYjhkIOfr/wDXrpK5bXb62vDbG2nSZRvBZDkZ46Hv0PSoqfCaUvjOdmABHGV4IwOaR7JJIgcDBwc9gB0qw8WU28/XFETGNvm4xweK5jtMK70tGyTGp5ySfX8qy5NGRGysZjzx8jlT+hruWjjkAckeuaqSWoJyoOPX1pDTOMWwaAERvNg548wkH8KmtNOllmBnaRx6E5H/ANeuo/s3zCAAOvpVu30wR8nOaWrKuiPTrNYIQioEQdAAAK0AmZQR2qeKHavtT1j5zUyJuNaP5Q44I6EVpWmryR4S5Bdf746/iO9VlGRSGPNXByjsRKKloy3beKtJn1Maa9wba+YZSC5XyzKPVCeHH0Jrarwv4xzWyWOlWpwblpnlX1VAuCfxJH/fPtXL+Gvif4j8PTRpJeyX1iuFa2um3/L6K/3l/X6V1wfMrs45xUXZH05RXKeGPiFoPilES3uRbXh62twQr5/2T0b8Pyrq6ogKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiisbX/FOjeGrfzdUvUhYjKQr80j/wC6o5/HpQBs1i6/4r0fwxaGfVbtYjtJSFfmlk9lXqfr0968f8TfGnUr4Pb6DD/Z8B4898PMR7fwr+p968vu7ya5u2nuZZJpn+eWWVizMe2SeTQB7bpPifWvHct3c3W2z0GN/LSzi+/cN12ySdSoBG4LgEnHQHOzMSCoAAC4CgDAA9AO1Zvgq3W08GabCBhzD5j+7Mdx/nWpInzZrlnJtnbTioos2+2SMd6c8ALdBUNoMOUq+VPBFStSm7MrJbj+7U3kjHNSKMGpFHPanYLjI4Qo6fjUgjyelSAc08DAosK4zaAO1IBgmpcAmgrg1Nh3GAYNRX19a6Xp099eyiK2t0Mkr+gHp6nsB3JFTMVUFmICqCSzHAAHJJrwb4j+Ov8AhJLsabp0h/sm3fO8cfaJB/H/ALo/hH49xjSELsznPlRzXiXxDc+JdeuNTuAUMh2xRZ4ijH3V/AdfUkmsrnHNCrgZPWlAzXTY5b3JEmZCDn6V3/hf4q69oOyGeX+0bIceVcMdyj/ZfqPocivPO+aUE9RTA+q/C/jzQ/FaBbSfybzGWtJ8LJ+HZh9K6ivjSC5aKRXVijqQVZTjB9R6GvW/BnxeubPy7LxEXubbhVugMyJ/vf3x+v1oA9woqCzvbbUbSO7s5457eQZSSNsgip6QgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoorP1jW9O0Cwa91K5SCEcDP3mPoo6k0AaFYmveLdE8NRltSv0jkxlYF+aVvoo5/PArxvxb8YdU1QyW2jbtOtDx5gP75x/vfw/h+deZTXEk0jSSOzuxyzMckn3Peiwz1LxP8Z9Svg9vokQ0+E5HnMQ8xH8l/DJ968xur24vLh57iaSaaQ5eSRizMfcnk1VJzSZpgP60x+WlP1H5CpAOKZxlh7nNAH0H4fkH9l269AI1x9MCtUJ5jjj3rlvA17/afh20lBBaJPIkA6h14/lg/jXZQpjk9cVxNa2O+6auiCNdlyPetNU+Wq/l5ZW9DV9VyvAqkQ2VimDT40yfpTnbBwKfGuBzTC4YweKdj1pSQB0qN3YnCjk9sZoYldj+BzVe5uYbWCSeeWOKGNd8ksjbVQepJ6VzHiT4g6L4c3wyz/ar0f8utuwZgf9puifjz7V4r4o8a6v4snC3UgitEbdHaRE+Wp9T3Zvc/gBVRg2TKaidD4/8AiPJr4k0rSGeLSukkhG17r8Oye3U9/SvPwuOT1pVULyeTR1NbpJKyOdtt3YUtJilpiCikpcUgDNSJIU6Go+9BPNMDrvCfjjUvC91vs5R5TkebbyHMcn+B9xz9a+g/CvjHTPFlkZLR/LuUGZbZz8ye49R7/wAq+Tc1f0rVr3Sr2K5sriSCeM5R0OCD/X6UAfYtFeeeAviZa+JBHp+pBLXVMYXHEc/+76N/s/lXodIQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFRXVzDZ2s11cOEhhRpJGP8KgZJ/KgDmPG/jiz8G6epcCe/nB+z2+cZx1ZvRR+p4Ht86+IPEup+JL43epXTSv0RRwqD0Vewp/izxFceJvEt3qk5IEjbYkP/LOMfdX/AD3JrBY5NMYE5ppJpKSgBaUdaSnDpQA7PFNzg59aXtTSM0AdF4U8V3PhfUGljTzrWXAngJxux0YHsw5/kfb2/QfEmkeI41OnXavJjLW7/LKv1Xr+IyPevm0dOPypVcxurqxV1OVYHBU+x7VEqalqaRqOOh9ZSKqIB0NO34jAHWvnGx+IniqwRY49XlmjXgLdKswH4sM/rWl/wtzxTtA36eCO/wBkGf8A0KodNlqoup7sMbuT1pl/qNlpVv5+oXkFpF/fnkCZ+meT+FfPV58RvFd6CG1iWJT1Fsixfqoz+tc3NPPdTGaeSSWVuskrFmP4nJoVPuEqqex7frPxg0OyymmQT6lKOjf6mIfiRuP4CvNtf+I3iLXg8LXX2O1bgwWmYwR6Fs7m/PHtXK455OT7Uo6YwBmrUEjJzbGhf73Az0FOGAOKKD0qyRKWkpRQA6kozSZoAXOKKM5pM0ALSdqX0ooAaeBz3qSNdoyRzTVGefyp9AFmGVopVdWKspyCDgg9jX0r8OvFo8UaAPtDg6ha4Sf1cfwv+Pf3FfMgPFdR4I8Ty+GPEMF8MmAnZcIP44z1/EdR7igD6lopkM0dxBHPC4kikUOjjoykZBp9IQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVwfxe1Q6d4CniRtsl7KluPXb95v0XH413leN/Hi7/d6LZA95ZiP++VH9aAR4nI3zk+vNRmnNyQfwpp/rTGBoHNGKOM4oAUc0tFBoAKSiigBCM0c9OtL3pKADA/uijA/u/rSij+VACc+wox680etLQAD6UUUc0AJ2opaQ0AHvRR+FGRQAGiikzQAGjNBPGfWk70AOB+lHXgU3+dOHAoAd2pevWminCgBwPWpI2KsDUXeng0Ae+/B3xP9u0qXQrh8zWY3wZPLRE8j/gJ/Q16hXyh4V16Xw74hs9TjyRDJ+8UfxIeGH5Z/SvqyGWO4gjmiYPHIodGHcEZB/KkDH0UUUCCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK8D+OU5k8V2UIP+qsgcem52P8AQV75Xzn8ZZPM8f3C/wDPO3hX/wAdz/WgDzZjzg+opCeRQ/X8RSH71MY4nH16U5VwMVGvLE9ewqUDFAC4HekPSlPNJQAnajIpelJigAoo96KACk9iKWjigBKP60tGKACkpTnFJigAzS9aTiigAFFH5UfrQAUhpfakNADSfl+lHc/Skbo30zQTgn6UAOTk/SlGOKarY/LNO70AO+lLTQaXNADqcDTBTqAJUbBBzX0f8Jdb/tXwZHayPum09zAeednVP0yPwr5uHHevTPg3rY0/xYbCR8RahGYxk8eYvK/+zD8aAPoGiiikIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr5q+LTbviJqfP3REv/kNa+la+afi3aTWvxBv3mBCXAjmib+8hUL+hBFAHn8nDfjTASQv0qSUUxRl9vr/AFNMZJEoCg9u1SGnbcUnNADaKdijafQ0AMpMU47V6so+pxSAqejqfoRQAgpakSGR/uRu/wDuoT/Kphp96wytjdH6W7n+lAFTr0oq7/Zeo/8AQPvf/AaT/CnHSNTUZOm32PU2sn+FAFCirD2txGD5lvOmOu+Jl/mKhJVTgsB9TigBKSncHoQfpRtPoaAG96DTtvP86TFADcUE4xTsUmD6UAJgE01uDk9O9PxTSMjBoAY44GenQ/Q03JwfXaBStloyD1HFJnLA+q5oAdnEhAHAGKd2qNTnn2FSUAL9aUetIPWnqOKAFFOA5q1pmlX+sXq2em2c13cN/wAs4UyQPU9gPc4Fes+GfghLIEuPEl55Q6/Y7Rst9Gk6D/gI/GgDyGGCW4mSCCKSWZzhY40LM30A5Neg+Gvhj4vluYL77PHpnlOssb3b4bIOR8i5PUd8V7po/h3SPD8Ji0nTre0Uj5mjX52/3mPJ/E1pMOKBXFjLNGpcAOQCwXpnvinU2M/Lj0p1IAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACuR8e+ELbxfpBtmKRXsSlrW4I+43cH1U8Aj6HqK66q9zgMhPTofpQB8ia5oOqeH79rDVbR7e4xlc8q4/vKw4Ye4/HFZluN10i9yCP0zX1trvh/SvEdgLPV7NLmKNsgklWQ9mVhyp+leFar8KtR0jxXYwJ/pOk3V6sAuUPzRK5xiQfwnHRhwT6dKYzK8P+CNf8T/Pplj/AKMDtN1O3lxZHXBP3j/ug13mn/AmZwG1PX0T1S0ty3/jzn+lev20ENtBFb28SxQRKEjjQYCKOgAqyOlAjzyz+C3hOADzzqN03rJc7AfwQCtu3+Gngy1IKeH7V/eYvIf/AB4muqFLQBlW/hjQLP8A49tD02L3S0QH+VX4rO1hx5VrAmOm2JRj9KnooAQAL90AfTinZbP3m/OkooAXc395vzpNzf3m/Oij8KAAknqSfrUE1laXP+vtLeX/AK6RK38xU9L0oAxZ/CXhu5z5/h/S5Ce5tEz/ACrNl+GngyY5bw7Zg/7G5f5GusooA8/vPg34Ous+VbXlqT3gu2wPwbIrmNS+Aq/M2la+w9I7yAH/AMeQj+Vez0UAfM+qfCXxhpgZl0+O+jX+OylDn/vk4b8ga4u5t57O4NvdQy28w6xzIUYfgcGvszrVTUNK0/V4DBqVjb3kX92eMPj6Z6UAfHJB9KaeO1fQfiD4I6JfI0miTy6XPyQhzLCfbBOV/A/hXlHiL4deJ/DYeS705ri0Xk3VpmVAPUgfMv4igDkGHzA+vBqIfd91yDU5AZMqQR6ioXB3tj+MZ/EUAEXI/wA+lSj1qK3+4T74r0vwp8INb1vy7nVd2lWLYI8xczuP9lP4fq35GgZwNrbT3lxHbWsEk9xIcJFEhZmPsBya9Y8J/BS8u/Lu/E0xtIOos4WBlb/eYcL9Bk+4r1bw14Q0XwpamHSrQIzDEk7ndLJ/vN/QYHtW8OlAihpGiaboNktnpdlDaQDqsa4LH1Y9WPuc1oUUUAFIaWigBicMRUlRtwwNSUgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKguRnbnpU9QXHO0euaARD/AA5P3l+VvcVSuCY2Dg5K9/UVczhg3Zhg1TuvlB4yBTKReU1KpqtA4eJGB6irC0CJBS0gpaBC0tJS0AFJRRQAUUUUAFLikpaACikzQKAFpMUtJQAtFJmigA60gbnB4NLTHwRyKAOP8T/DPw54kMkz2Ys71uftNoAjE/7Q+634jPvXhPjTwBqfhCZZJitzYl9qXUakAE9Fcfwn05IPY9q+od0iDoWWqeoQWGo2z294kbI6lHSZco6nqrA9R/8ArHNAHjfwM0fSrqfVr24s45r+0kiMEkg3eUrBuVB6HI69fTFe5L90Z71iaFoWl+HrMW2l2MNrGQd+z5i5HOSx5b2yelbfRgPQUASj+VKvSm5+U04UALRRR0pAFFFHXpQA1xxTlOVBrH1XxRoOi5Go6taQOP8AlmZAz/8AfIyf0qHw74v0fxLNcw6ZNK7QBXbzIimQSRkZ69KYG/RRRSAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACuD+I3iW48L3vh+9iaQ25uXF1EmP3sWACOe4yCPcV3lcf8RfCr+LNBW3tnjjvoX3wNKSFPTKkjpkd+xAoBF/RPEGleI7BrnS7pZ40ba64KvGTzhlPIP+RVm45B3fQ18zpd634U1e7itrq506+hby5lifHI52kchhznnPWux0f4z3qyxQa/ZQz25O17m2UpIo9dmdrfhimM9j06THmQN1jbI9wa0kNecaN8SfC9/qcMceqeTK58vZcxNFuz0GSMZzjvXQ6x458P6BM1veXpe5ThoLdDI6n0OOB+JoGzqlNPry6f40aamfsujX0o7GSRI8/lms+X42XWf3OgW6j/ppdMT+i0EnsQorxRvjVq/8Gj6ePrLIaYPjTrhbH9maao/7aH/2agD26ivER8adc/6Bem/nJ/jTx8adZH3tJ04/R5BQB7XRXjI+NmogfNodmT7XDj+lSj43XPG7QID9Ltv/AImgD2GlryFfje5+94cz/u3n/wBhVuH422Df6/RLtP8ArnOjfzxQB6lmiuBtvi/4YnOJVv7c/wC3b7h/46TWvbfEPwld4Eeu20bHtPuiP/jwFAHT5o61Wtb6zvVDWl3b3CnoYZVfP5GpzkdQR9RQA4UlH0pMqeCaAAlh05pPNx1Q04Y/vfrS/L7UAM84EdD+VBZWGCufqKfxSUAZd1GtpKJowFjbiRR0+tXCcSfgKZexiS3dfaq9vN5lrbuTyF2N9RxTGaAOQB6mpO1QxncRWJr3jfw/4cDLf6ihuB/y7Q/vJT/wEdPxxSEdD2rN1fxDpGhRl9U1G3tuMhHf52+ijk/lXjfiX4vanqUT2+kRHTIGyPP3bpyPY9E/DJ9687eZ5XeSRmklc5aR2LM31J5NAHsmrfGy2QMmjaVLMw6S3bbF+u1cn8yK861rxx4j1/et5qkywn/l3tz5UePovJ/EmsrStG1PW5vJ0uwuLx+hMKEqv1boPxNeh6L8FtUuCr6xfw2cZ5MUA82T6Z4UfrQM8yQDkgdepxXcfC7VPsfjOzQNlLgNbybefvDIzj/aUfnXqWl/C7wppeGbTzeyjnzL1zJ/47wv6V1ENrb2cIitbeKCMdEiQIPyFAXLVFAORmikIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACoLjqv41PVe4+8v0oA5XxF4E0HxN5kt5a+Ven/AJfIPll9s9mHsQa8k1f4NeIrTc1jPZX6Z4UOYnx9G4/8er6APr+FQTDjpTGfKeq+DPEmlwSXF7ot5FFEMvKFDKB65Un860vtP2/SLS/YgySApKxPJkXgn3J4P419CXQ2ncvB9fSm6NZ2TXc1wbWH7SuMOUBKg9dvpk+lIdtDwK20LWL7BtNJv51PeO2cj88YrTi8A+LZSMaBeKD/AH9q/wA2r6MDFupJ+pqRaYj54X4Z+MG5/sfH+9cRD/2anr8LvF5/5hcY+t1GP619DDpS0CPns/C3xeBkabCfYXaf400/C/xevTSkP0uo+f1r6G/SloA+c3+Gvi9Rzorkf7M0R/8AZqgbwB4tU8+H7z8Ah/8AZq+kjS4oA+aD4H8VJz/wj+ofhHn+RqlceGtdtMm40TUYwOpa1fH5gV9SYHpRkjoSPpQB8lSDy22yq0Tejgr+ho2iRcDn3HNfWM0EVwu2eKOUekiBv51k3Pg/w3eNun0LT2b1ECqf0xQB8wJEVbKoFb1Xg1oW2ua3pzhrHVr+3Polw2Pyzivdbr4VeE7hiUsprYn/AJ4XLgfkSRWdL8GtCZf3Wo6lGfdkb/2WgDze2+J/jG3wP7VEw/6bW8bH88A1eX4seLCPmlsD9bQf4108/wAEIm/49/EEy+gltVb+TCqD/BLUwSI9dsyM/wAVu4P6GgDJ/wCFreKBnL6d/wCAn/2VKPi54mAx/wAS8/8Abr/9lV9vgprXG3VdOb6rIP6VCfgx4iAJF/pZPpvkH/stAysvxd8Ug9dPPP8Az6//AGVP/wCFw+J+6acf+3c//FVKvwY8RkfNfaWp/wCukh/9kqQfBfXcfNqWmA+g8w/+y0CKcnxf8TFWHl6b/wCA5/8Aiqm8N/F/yE1NPEESbhtltVtIiN7Zwy8kgcYOT6GpD8F9cPXVNN/KT/4mm2Xwfnsb6a61i4s7m0jgdQkJfJdhgHkDGASfrii7AyfE3xQ1rXEa0tP+JZZn5HSCQmSQf7T4GB7Lj8a4rKqMYAxyT6/Wu50T4U6xq14/n3EdrYwts+0sNzy4xgqgPXGM5IGc9a9S0D4Z+GtCKTC0N9dKQRPeYfB9Qv3R+WfegNjxvw14B17xUFltYBb2Q4N1c5VD/ujq/wCHHvXq+gfCDw/pZSXUTJqs47TjbED7IOv4k16COBSigCOCCK2hWGCNIolGFjjUKo+gHFSUUUgCmt0p1IaYAh+X6cU6mICCcggfSn0gCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArzrx54sufC3iTTZ44zNbyQMLiDON67+CD2YdvxBr0WvPPih4TuNfsUvdPDyX1om0QL/wAtUJyQP9odR68j0oA6XRtd03xDYi70y6SePHzqOHjPo69VP+RmrknK18pxXd7pl8ZrWee0u4ztLxsY3UjqD3H0Nddp/wAYfE1iqpdi01FB3nj2Of8AgSY/UUxntV0M5x+VQ6SdmoOvZoz+hFeWH42llxP4dGfWO84/VK1/BHxI/wCEk8Y22mrpX2VZY5W8w3G8/KhbGNo9KCr6Hrq1KtY9x4h0WyJFzq9hEw6q9wmR+Gapv8QPCUP3tesz/uFm/kKCDpxS1yR+Jfg9R/yGUP8AuwyH/wBlpq/E7wgTgasfxt5f/iaAOvorkx8TPCBOP7YUH3hkH/stSr8RPCLdNetB9dw/mKAOnornl8deFG6eIdP/ABlxVhfF3ht1yuvaaR/18oP60AbNLis2LxBos5Ah1jT5CegW6Q/1q7FPDOu6GWOUeqOG/lQBLRRg+h/KigAxRRRSAXFGKSloAMUlBooASkIpaaTimAxzge9VbqDzYfLxweW9z2FWlG9s9qkZRigDJsofISVQML5gOffHP9K0UJIXimRIJLRiByWJH4UkTcCmBaGKUVR1DVbDSLX7TqN7BaQ/35nCg/T1/CvO9c+NWnWxeHQ7KW9k6CefMUX1A+8f0pAepVymu/EXw3oIdJb5bq5Xj7PaYkbPufur+JrwzXfHPiLxAWW91KRYGP8Ax72/7uP8QOT+JNc/twqqB14CqOp9AKAPUdS+NeqzMy6Zplrap0DTsZX/ACGB/OuXvfiJ4sv8iTW54l/u26rEP/HRn9aNI+HfinVo0eLSZIInGRJdMIRj1wfm/SursvglqTnN9rFpD7QRNIfzO0UDMv4c+ILxfG1l9rvbmZbgmFvNmZ/vDjqfXFe/15vpfwj03S7qG6Oq30s8LrIpVUQZByOxr0jOefWkAUUUUCCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACq0wJmI7kDH1qzVaYZZh3GDQBzfiLwRoHicebqFni5IwLqA+XKPYkfe/4EDXm+q/A+4VmbStbikXtHeQlG/wC+kyP0Fe07sgnH++B296ifj/GmB853Xwh8WQsQsVhKo/iS7Az+DAU7Svh34j0jUU1G8jtoreBXaTbdBmZSpBAA69a98n4qjLZx3oNtIW8qYFGKnBwfSixSSPBLuIJKSFC5J6D6VRZsbtzfnX0ND4C8LoBv0iKY/wB6d2kP6mtKDwt4egwItC01R/16of5igTPmQug/jX8WFG9P+eif99CvqldI0xPuabZL9LdB/SpP7Nsf+fG1/wC/Cf4UCPlPzF4IcevWgsP735Gvqh9G0uT7+mWTH3tkP9Khfw1oT/f0TTW+tpH/AIUAfL2Tngn64pCM9R+nWvpmTwT4Wm+/4f04/SAD+VVz8PfCJOf+Efs/wDD+tAHzcUHIKDP0pY8xEGMlD6r8v8q+iZfhn4QlGP7HSP3imkX/ANmqhP8ACLwtL/q1voP9y5J/9CBoA8Uh1vV7Vh5Gq38XcbLlx/WtSDx14ptwNmvXpA7O4b/0IGvSJvgvo7Z8nVNQj9mEb/0FUZfgmM5g18j08y1/qGoA5SP4oeLoiM6lHIPSS2jP8gKvR/F7xRGBvXT5fXdbkfyars/wW1dcmHVrCT03o6f41Qm+EHieM/IdPlHYrcEfzWgZaT4z66Pv6bpreuPMX/2aph8atVH3tHsD9JnFYzfCnxap4s7Z/wDdul/rTD8LvF4/5hsZ/wC3qP8AxoA3v+F1ang50Wx6cfv3/wAKQ/GvUu2iWX4zv/hWD/wq3xeR/wAgyL/wKj/xpy/CvxaTzYQAehu0/wAaBGyfjVq5+7o9gv1kkNQTfGTXnUiPT9NTPciRsf8AjwqjH8J/Fjfet7Nfrdr/AEFXI/g54ilH7y506L6ys38loA0fBXxB1/W/GVjYX9zB9mm8wNHFbqmSEJHPJ6j1r1u5k8u3Yj7x4FcL4T+F9n4fvYdRur2W71CJt0ZTMcScY+71br3P4V28w8yTb2X+dAEtqvl2sS+iivKviX408QeHNZ/s3TlgtYJYRKlzs3yMDkEDPyrgj0PavWgMKB6CuJ+JnhCfxVo9qbER/brWbKmRtoMbcMCfbAP4UgPnq+vrvULs3N7dT3Vw3WWZy7fmen4Ulra3F7dLbWkEs87/AHYoULsfwFewaF8GbGJll12/ku37wW2Y4/xY/MfwxXpWlaNpmiW3kaXY29pH3EKAE/U9T+JpjPF/D/we1rUikuryLpluTyhw8xH0HC/ifwr1nw74J0LwwpbT7TdcHg3M53yn8e30GK3807pQITqaKXtRQAxhxTkOUFIelEfQj3pAPooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKrTFkmDdsfh9DVmvEvEvxA1Xwd8UNWidBd6fL5TG1dsfL5a4ZD/C3Ueh7+tAHsLD/lpH9CD29jULYZdyA8dV7r/wDWrhtG+L/hbUgfPuZdKnXjZer8jj03rkficH611mn6xpeuxtPpOo21w0f3/IlV9vswB6VQwm5HA+oqG3/4+4/96pZpEZwrYjlPQZ4b6GmWx/0xFYc5PP4UhmsvapVqNe1SKaBElLSCloELRSUtABSikozQAtJxS0UAFFFFIApcUUUAFGKKKAEooooATGaXtQKKYDGIVcmo4l4yepNEp3NtHQcmpYxhVoAfSEAjB6GlopAZyNtkZT1BqwrVHeRbT56+mG/oaSJj+QqgLS8807rTE6DFP6UgFNJS0GgBp6UJwxHtQelIPvigCSiiikAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAHpXyv8UkaL4ka0Gk8zdMGBz0yinb9R0xX1M7BEZiQAoJJPQYr471e+n1LUrq8u5RNNPK0jyY4Yk9f89sUAZbNnnOCP4h/X0p9pf3mmXiXdjdTWl0n3ZoXKH8x/wDqprRk8jn6n+tQncOME+x/pTA6aT4j+MJ12S+Ibwgdjs5/8d5r0X4T+ONf8ReIjpeqSwzwQ2sk3neTtkJBUAEg4x83pXiJAPQ/gR0r1z4B25fXNauz0jtI4s+7Pn/2SlcZ70tSLUa1ItMCQGlpBS0CClpKWgAoopRQAUUUUgClFJRQAtFFFABRRRQAGkpTRQAUhOBmiopm+XaOp4poBoGRn+8f0qcdajAG5R6c1IO9DAWiiikAjKHUqwyCMGs1DsBHcE5rTrwz4i/E7WtL8QahoOlwpYeVIFe6PzyuCoOVzwoweuCfpTQHpOu+O/DvhaQQapf7LkpvFvEjSSbT0OAOM+5FcfefHnSI3K2Oj6hcf7UrpED/AOhGvBLm8nvbiSeaeSR3OZJpWLM59STyTTRnHBIHq3U0AewXPx61R3P2XQ7GNe3mzO5/QCqn/C8/ExJ/0LSQOw8qT/4uvLQoHQU8HnmgD1Nfjl4j/i07Sj9EkH/s1XtN+NOsXN/bQTaRp+ySVEYpJIDyQMjk+teQqeOtX9NkEOo20p6JMjfkwNAz6/PBI96KM559eaKQgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDmviBqh0jwLq10rbZGgMMZ/2n+UfzNfKsuAeOB0Fe9/HPUDB4b06wU83N0ZGHqqL/iwrwJ6BkJWmOuRgjIqU80w0wK5XkZyf517t8A7TZoWs3hHM12kQPsiZ/m9eGkZr6U+D9kbP4cWDsMG5lmuPwL4H6KKAO9FSLUa1ItADxS0gpaBBSikFLQAUtJQKAFooooAKKKKQC0UUUAFFFFABRRRQAlQffkJ7DgVJI21Ce9IoChR7c00AJy7H04qRelRxf6vPrzUi/dFIBaKKKACvnr47adaweL7K7hfFxd2f+kIB0VG2q2fUjj/gNfQtfO3xplSfx/sDlvIsoUYehJZsfkQfxoA8zWIDDMOnQDtTupzjFSN7UymMO1FFKKAHLViInkjg9qrrjNTxn5hQB9daNc/bNDsLrr51tG/5qKvVh+DUdPBWiK/3hZRf+g1uUhBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHg/wAdLwyeI9Ns88QWhfHu7n+iivJmrvvi/OZviJfqTxDFDGP++Af/AGauAPemMZimsDj2p5FNYnGKAIHO1SfQZr668L6f/ZXhXSLDGDb2cSN9doJ/UmvlnQNPOreJdL04An7TdxRn6Fhu/TNfXvBYkDjPFACrUi0xRUiigQ6lpKWgApaSgUALRRS0AFFFFABRRRSAKXFFFABRRRQAUGikPSgCJvnlC9hyaGOM/SnIOpPU008g0wHD5YR7CnjoKikP7qpR90fShgLRRRSAPavlXx1qsOs+NNXvoDmCS4Ko395VAQH6HbmvoH4h69/wj3gnULpJClxKn2e3I6+Y/GR9Bk/hXy05AGB+FADD3pKTnNHNMYUopKcKAHCrmn2r3t/b2kYy88qxKPdiB/WqgFd38J9IOqePLORlJisVa6c+44X/AMeI/KgD6PggS1t4reMYSJFjX6AYH8qkoopCCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKO1FFAHhfjH4b+KPEHjDVNQtLW2FvNLmJpblVLKFA6ckdO9c7N8IPGkYJXT7aX/rneJ/XFfRij52+pp+Pb9aYz5Uv/AvirTVLXXh/UFReS0cXmL+aZrnZVMTmOVWjcdVcFT+R5r7M3Mp4JFUNRsrPUYjHfWdtdIRyJ4lf+YNAHz18HtNN98Q7edhlLGCS4PscbF/V/wBK+jxWBoPhfQ9E1C7vNJ02KzlnRY5PKJCkA54Ukgc+ldBQA5akWo1qQdKBD6SiloAQUtFHagBaKKKAFooooAKKKKQBS0lFABS0lLQAU0+lKKKAGngU2nNSUwI5OqL71Ov3R9Krk5uAPQVYT7goYC0UUdeKQHhvxy1kz6tp2jI3yW0RuJAP778Ln6KD/wB9V5C5roPGernXPF+q6huyklwyx/7i/Kv6DP41zx60xje+aKKB1oAXHPNKKTvT1oAeg7Yr6G+Dnh06V4WbU50xcakwdc9REvC/nyfxFeMeDvDr+JvEtnpqg+U7bp2H8MQ5Y/lx9SK+qooo4IUhiQJFGoRFHRQBgD8qAH0UUUhBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAFVfvt9TUlRj/WN9ak7UwGNVaY4Bqy3Sqk5wpoGhLX7rH/AGqsZqtaf6o/7xqzQA8VItRCnqaBEmaKTtS0AFL3pMij8aAHcUZpKKAFzS0lFAC0UYpOaAFopKWgAooopAFIaWg0wGGg8LS0jUAQJzcE/WrSfcFVYR+8J9s1aX7ooYC1heMtVbRfBuraghAkitmEZJ/jb5V/U1u1Tv4Le7Vba6toriIkPslQMuQeDg8cGkB8eM8Y+XzE4/2hTcBvunI9q+wTpensu1tNsivoYEx/Ks698FeF9QH+leHdOc/3lgVD+a4NMLnyfikxX0hf/BvwfeA+RBd2LnoYLgkD8H3CuR1L4DXCktpOuRSDsl3CVP8A30uR+lAHjwFPQZIFdXq3w08W6MGebR5J4l58yzImH5D5v0rF0fSp9W1q10uFSLieZYtpGCuTySO2Bk/hQM9w+DHh0WHh6XWpkxPfnbHkdIlPH5tk/gK9NqCztIbCxgs7ddsMEaxRj0UDAqekIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAKvHnN9TUmfSmkHzGK9c8indulMCNyapXBIHTNXX57VSueAaBi2fMGefvGrFQWfFsvfkn9asUAKOtPFNFOHWgB4petNFOoEFFFFAC0v1pO9L9KAClpKWgAooooAKKKUUAFFFFABQaKKAEpkhwCafUUvTFACRDAc+gxU69BUKD90fc1OKGAVC3zT4/uipicAk9qhj5BY9Sc0IB9GKKWgAoxRRQA05HPeqn9nWdxqEV/LZwNdQZ8u4MY8xcjBw3XoasOSeB1PFTKoVQB2oAWiiikAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAVnB85iOP604E1Hvbe2emalB4pgRsc1Ruj8tX3/Os68YBCCce9A0TWgxbR8Y4/rU4qK3G23jGc4UVLQA4U4U0U8UAOFOpopaBCiiiigBRR0NJk4pe9ABS0UUAFFFFABS0lLQAUUUUgCiiigBKhk6VMTxUL84pgKeBGvqamXp+NeefFDxxJ4Tsre2sNv9p3at5TMMiFRgF8dz2A9ee3PQ+Ag//CCaK8krTSSWqyvI7FizMSxJJ6nJNDA35ScBVxk+vpQAwHUUgO5ifwFPFACfN6Cl59qWkoAPxprHApScVG5LNtHU0AOiG5i/4CpaQAKAB2paQBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAVtuHPpmpKjyTI+emeKfkeppgMfGDWLqk6RxnzFJXvitiTgdc1y/ii8itdIvpWkwUt5CB77TTGjRm8Q6HZIouNZ06LjjfdRj+tZU/xK8H25IbXrZyOvlK8n/oK181EKvRVBAxwKYWPqaQj6Nf4t+DEOP7Smf/AHLSU/0pg+MXg3ODe3Y9/sb185MaYTQB9J/8Li8GD/l/uf8AwDk/wpR8YvBZOP7QuR7mzk/wr5q96WgD6aX4ueCmIH9sMP8AetZR/wCy1bi+JvguXG3xFZrns+5f5rXyzml3H1oA+trbxj4auiBb6/pchPQC7TP6mtSK+tJxmG6gkHqkqt/I18aHDdQD9eaAqg5VQD7DFAH2mMkZAJHqBQcDqcV8bwahe2xzb3t1EfWOd1/ka1bXxt4osx+48Ramg9GuC4/8ezQB9aZ96K+Y7b4s+NLcc6uk4H/Pe2jb9QBWtB8cfFEePOtdLnHfMLoT+TUAfQ2aWvELX4+TjAvPDsbepguyP0Zf61sW/wAd9CcD7RpOpwnvt8uQf+hCgD1eiuBtfjH4NuMb725tye09o4x+IBFasHxI8G3H3PEenj/fkKfzApAdTQa54eOvChUsPEel4Az/AMfS1nXnxT8G2asTrkMzD+G2R5SfpgY/WmB17GqGp6pY6PZtfajdRW1tH96SU4A9B9T6V5brfx1tUVo9D0qWd+014fLQf8AXLH8SK8x8QeNfEHiYBNU1F5IA28W8ahIgR0O0dSPU5oAufEDxTF4u8YyXlrv+xwxrb25cFSyjJLEdsknj0Ar3P4YXbXHw20sk5ZPNhH0WRgP0r5ftzmdn9Dmvpn4T2zwfDrS9+f3vmTAEdmc4/T+dAzt1AGBTgKTpS0CFpKKTmgBGOOnWkiXJLn6Ckbk7V6mpQABgdBQAtFFFIAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAKqE7iexNT5GO1cXrGsX638trbyG2hiO0lAPMkPfk/dH05PrSpc3ph3i/udx6/vTWbqxTsbKhJq51kwHp+Irz34jTxQ+GNSyCZGh2KR2JIH9a2RrN9bQlncXKjnEnBx7MB/MGvP8A4g+ILHVPD0/2d2S4WWNJYH4Zctn6EcdRVxmpEypuG55M5BJqJqcTTD1qiBppKWkoAKSl9KWgBtGe9LijFACc5zQKMUntQAtKDTc0tAC9KXNNz60ZoAdmjNJ0pKAH7sUu4+9Mzx2ozQA/dmgtnrTc0UAGeaG6E0dOtWbDS7/WLxbPTLOe7uSM+XCm449T2A9zxQBp+BtObUvFul232L7YjXCNLDtyCgPzFv8AZA5Of619YwALAihFTAxtUYAx2Fcj8OvBsHhLw7CskKjVLhA95JwTu/uA/wB1fbgnJrsgoGaAYtLSZooEFMYmnYpjHkKOpoAdGvVqkpAMDApaQBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHBaum/XbrPGJD/SkjLIgUYwemKk1Zf+J1ee8v8AQU6NSQO3HAHauNq7Z6EXaKKrwTsjZdVXHAxmvJPHlqLS+QEqWfkEDBxXr80vkkBhw3evIfiVNu8RQxD+CAMfxJ/wq6fxEVX7jucYajNOY800muo4xKSloNACfhRnFL+FJigALCkzQVpvOKAHmkpM0vBoASjtSmkoAM0A0UDrQAdqKKKAFGT0o7UlFADsijvUltbXF5cJb2sMk8zfdjjUsx/AV2Vj8LNfuohJO9raZ/gkYuw+oUYH51LkluVGEpbI4nIAJJwByTX0l8J/Cj+HvCyXF1B5d/qBE82RhkT+BD9Bzj1Y15tp3wu1Cy1GC5uL+2IglSRUjhL7ipzyGwMce9eyWGt6hCg+2RRXCk8NGNj49cfdP6UvaRKdGdrnT4pMVVtNStb7csMh8xfvRuNrr+B/n0q5VXMmmtxtBwKUimlcnmmAxn7LSwrjLHknpSHqEXqf0qYDAAHagAooopAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUDqKAOK1Eq2o3k//AE0IH4cUyB/4s9aSTDeZu6Fmz781k6VdO8c0THJhnaNW/vDAIP1wcfUVyt6noxjeJp6jGJLY44I54rwLxVe/b/FN/KPuo/krz2QY/nmveZ5JBFkgkd/avn3xFEsHibVI1zt+0uw+jHd/WrpfEzKumoIzieTzSZHqKQvGByR+NNNxCP4gK6DkH8f3hRj3FR/aYf74o86H++tAEmB13D86MjHUVH9piH8S0n2iH++BQBIcZxkUhX0I/OhXWRSyfMo4JAJANM82PP3hmgB+D6Uc+hpAQehH4Gl/z1oAD+NJmlGfU0mW9jQAUUfh+VGR6kfWgAo70A+4qa0s7nULuO0s4JJ7iU7UjjGSx/z3PAoAjjjeWRI4kZ5HYKqKMliegA7mvQ9C+E2pXZjm1edLOE8mGI75T7E/dX9a6/wb4Ft/Dtqt1dhJ9UcfPIOREP7qf1bqfpXdQMGQADbisZVOx0RpWV2Zej+G9O0S1EFhaRwJ/EVHzP8A7xPJ/GtQJgdAKl4zxSYz6VmzUrOiqGJ65/SnNECo6e9OZBjJ9eh9KFyRjP1rMoryKjLzlcfMrg4ZD6gir9rrk1oqpehpo8f61Bll/wB4DqPcc+1UyMEnkgnpUMmGcp2Pf0qozcRSgpLU7C3uYLuETW8qSxnoyHIpzNgVxu6S2uTPZuYpW4+Xo3sw7109tPcvtiu7fypsZyh3I30PY+x/WuiEuY5J0+UsxLyz+tS0gGAAOgpaszCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACmyOI4ndjgKpJP4U6sLxjqa6R4Vvro/f2iOMYzlmOBR6AeceIvGMGlsbG2i+0XZQO5ZtscIPTcepY9lHNZvgDUpL4auLmXfIl0shbbgYZccD0yh9a4W71JTHJJKz+XIMtE+CWYnJLH1PX/AAGBVv4dats8Zm2mbEd/CYV/31+ZR+jD8aKlGMYeZtSrN1Ndj2gSeZbNmM+XjhjXg3jmzj/4Se9fc29irEZIH3QP6V77KyGH5nz8vHtXg3i+eG68WX0sZVlVgmVPGVAB/XNZ0Y+8b4l/u/mczFaRzsqGNw27JOQQR+P+eae9nCGwF6cfj3q3HIY97KoDEbQc9Pf61GFOccdK6lFI4Gyv9ijI4ApDYRirgXFKV9RV8qYrsofYUpj2ahflGDWkBjpx+FNbABzzgUOCC7KdrugtmXcw3yZ4PoMf1pWjSTJcZPqaszQvHIIAMsqhW+vU/qajFux4PfoBUOA7lM2u4/KmfepPsDrnJYY44z+NaSQqvVgAP50rx7AF3MMcYPX3/wA+1NUw5jL+yzL92RvxpfLuV/uN9eKv7OaAuKPZoLmfvlX70J/Ck85QPmVl+orR2k1fsdJutTaCytYg807MnPQLwWY+gAAz06981MoJK5Ubt2RR0XR7vX74Wtggduru3Cxr6sew/U9q9z8JeErHw1asIR5t3IMTXLrhm9h/dX2/PNO0Dw/a6Hp62Nqh3qcyu4w0j9y39PQYrbWXyVy3GOOa45zv6HfToqKu9y7lUXLYrHn1+1juJLdJVMkYBZFOWGeBx71w/jD4grG0umaPLvuBxLcqcrF6hfVv0H6Vw+iXr6Lqi6jkuRIPOJYlmVuMknqQcH8aapSlHmJdWEZcrPoe1kaQZbqe3pVo8CszSrhZ7ZHXOCM1fLE1n0LktQIzj3pQu0dODSA8/SmSSdh9KmwEcrhRgfjUP8JY8emacV5z3pkp3PsjO5iRgepPFSlcbL+h2n2i5ErDMcXJz3bsP6109V7K2W0tUhXqBlj6nvViuyKsrHDUlzSuFFFFUQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFeffGRmTwOpBG37ZHuBHXhsfrg16DXnvxokCfDyYYyz3UKr7Hcf6ZpxdmgPnbBupt7ZK5+UHv7mmTwtG6NAxWZWBQqcFSOhz2NWipiHloMlQAW9/aopW8ldp5lbr7D0rpcVbUi5fn8W+JZ4Ps0urSFMYZlRVdvqwGazI4sAZ6CnRQljk1KflPHGKmMFHVFOTluxmwDjuKXA6E0p5xRjtVpEiAen5Up6Y70oHqDx1objGPzpiG4x1p8Kh50VjxnJ9wOajznOasWwA3ueg+Uc+v/AOqjcGOdckgt98/M3r6mmuqKCwwABwMflUihVkLHO1Rj8aqbvPk4BJLcCm3YSLEKAKFZSxH7w5H4D2/T+KomOM55J9ae7bVI4HzYUhs5AHX9RUBJJ61CsNiFuetJkk9OaXb1yDzTlHqOBQMQKcivYvh5ZWg8MW96iBrmbesr9SuHPy+w6H6mvIDzwCefSpNI8Ra54duJv7MuisUjZaKRdyE9M47H6VnWi3GyNaM1CV2fRk7RqUkYgNtO8+vpXlfjfxwl0k2l6TMGz8txcIeFHdVPr6nt9a5LUvFGv66nl3+oEQY5hgXy1I9Djk/TNZWxVkKqoAIHArKFDW8jWpibrliNjURbQowF6AVfgMeMvzERtbnqD6e/v7d6qEc9+algdY3CtjYx4J7H/P8Anmuk5T1j4ba0ptpNIupSbq1G5cnO6PsR7c/ka75HMrHsCOK+eLG+uLG9guYOLy1bch6Bx12cdsdvcjvx7roOuWuv6NBqFsdoPDxk8xuOqn6fqMGuGvT5XdbHbQqcys9zWLBU44qJQXOe3ao0kM/T7nTP97/61PkLALGpwzdSOwrnNyOSUR98sPSpNBgN9qglOfKtzuPu3Yf1/Cs+9mS3ibayrsG4lumK5/4b+J21Tx9fRIzfZprdo41P/TMghvqck/j7VpSg279jGrPljbuew0UUV0HIFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWB4y8Ox+KPDF1pjv5bnEsUmM7XQ5HHp2/Gt+jGePXigD5CvA0cxVAd44Pse/8AhVVLba29zn61oamhhv7hOpSV0PHoxFZ7Et1/KuxmY9pAOFqPkmgJTiwQYoAUADrRgVGZcCmNLmlcZLuHrSM+OagL+lMLGlcCVnHpirEM22AdcFzxn0AqjuqRH/djJHVsUkwsWDITH165NPTCY2jO0Fv8/pVQSYABxxVpGVyVxndtAxxj/OKbdwB1UEBQBtXpnOM8n+dM5pWkVsv6nNM39zjH0oAeM+vvQDx9ajyM9elKGwO9MQ/OBUanIpQwJIpSvpzRuMTOPpSP98n+VOI46UnX8KBCsQq5NNch1IHQ0mQQVPTHBqM5Q+1IZYilaQKp/wBchwrE10XhnxFJoWoG5be1jN8t5Ao59pFHr/8AX/DmMFyHT747etTxSbzuUANn5gR94f56/n61EoqSsxxbi7o+j7K5gmsorqGRZIZEDxspyGB6Yp+4qGlc8/yrxvwh4ufQZlinJk0iQ9Dkm3Y9x6qf889fQPEvia00XRxqEjpP5nFrCjZ89yOOR/COpPYe5FcU6Ti7HdGqpLmZyvxI8QmBk0e1YieZBJcup+6n8Kj3OMn2x61Z+DGlyy+LJL8DEcFm2/3ZjtUflu/KvPD9ov7uXUb+QyXE8m9zjBJ9vT09gBXsnwUvYTaalaFAtzIy3G4d0+6F+g4/M11qHJA45T55XPWKKKKyAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACjpzRRQB8w+N7IWPjPWoB90XTuo9m+b+tcuTj6V3nxNhMXjnUmP8Ths+21T/WuCkBGc119EZ9RDIAPeoTIT1oI5pmKVxgWPrTf1p23PSgJnqKQDOcUuDmpQlLgDtRYCHaWpTwmP9o/yFSlgOwFLHF5wbaUJ3AYLAE8dqTGQ/wVYgO0Fs89Rn2FMaJ0by2jYOSAFIwcnpVhlVYAAQSBtOB3PX6//WqVuN7FfcAB9KaWz2pWwznHFKE71oQIAT7Cnc/jSgYPfNOx3xQBF6mgOw/+vUoAxSFR+nSgA8zI5zTGfBJBpHIPSmdDnNAxxJJBpc5GD+tMBPelBzSAUIQcqakWRg3I5HccGowT70oJz14oAuxsxf8AdKCX+VkPfP8AT6d6lKzwyCOYuVi5jV2ztU8kDsOWqvFKY3RgRuXkfhUokeeRndmckfeP1Pb6Y4oSfN5B0J1clwx7dB6V6z8FtKmae/1hhtgVTaxn+827c35DA/GvJY8Fgvqa+i/hjAIPh7pfrIJJTx13SMaKrtEUTrqKKK5jQKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiimyOsUTyOcKilmPoAMmgD5w+IJnbxhq4nYM4uWA9l42/piuMkVt3oPpXVeKNRTVPEOoXqhkS4lMiq5BKggcGuf2hiSR+ldqWiMr6lDy85pBFj0NWmKpke9QlxnvjsKVkMjKY7UDApGcYqNpM+mKWgyQtgdajZqaWyOtMLVIC9etT28TmN3KtsyBkAHn0x9KrA1YhYbzggEjHXGec9aVguWSHUYJMfP8AeywH9M00EeUdoCqBgAdqhkZkAXjBAOR3o3gRYFNKwN3HBQv160vAxzVVp1XqwFR/al6ZNO4F7I74o3jrVA3Qx0NKtypGCDS5gsXdxx0/GomYnioluEP8WKnEitzgU73Aj5pSaecDpTAOaQCZpRx+NB4Hv9KQLmgB/Wgdeh5pApPAFTKgUc00gEXO7kZq5Au5TliTtHHU46f0FQAhSAcGrMbqgQkYJBP/AI8apWuSySBSLlQfUcV9KfD+No/AOiBwQTbBvwJJH6GvnSHbPE+z/XBGKAdWOOBX1Dotn/Z2hafZZB+z20cWR32qBWdbZFQL1FFFc5YUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFIyq6MrAMpBBB6EUtFAHy94vt49I8WappVtE/lW82yMs+TtIBHbtmubK30zNsiVRnGTzXpXxEto18d6mxTLOY36dMov+Fcq4AXAG047V1xTaRi3qc49neYOZFyOuFqBrS6BI839BXQOoyecAY6npVcldxwevfNNwQ+YwGhuQOp69xURFyD2/Kt5hg5OMH1BqCTbgcc/SpcB8xi5uBzgflSeZNnkD8q1WUFfu8D2qFlU9Me9TyjuZ/my5+6M00zSA/dGR3zV/YoOcdDULIKTTGQfa2z84/EUryErlXyp96bJEDUYR0OFxgnvU3YWQA5eraWpcZqrGMuPXODWpGxUYFVFAxsdkCQM/WpfsUYHWniTnPQ0/7wFXZEXZB9lTBIyaQJjgDgdKlkhmXLIQR6EVAWul/wCWQ+uTQxjwDS4Az7VGFum58pAP9omjybs/xRqPYHijUZJ8g79qcHVRUJtZT9+fj/ZAFH2SMn5iz/7zUagPa5jXgkZpBMzn5VYg/hT0ijTog/KpAcAYFAEeWH8OPpV2QrJHbqsYDIhDOJNxYkk9P4cZxjvyarDLuq8c1ZAYnDYHOSB2ppaiY+E+Ww254r6W8Aazc654PtLq8ybhC0Lvj7+04DfXGM++a8h+G3hOz8S6rdR3rSCC3iDkRnBYlsYz27175ZWVtptlFZ2cKw28S7UjXoBWVWS2KiixRRRWJQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFfE//Cc+Lv8Aoatb/wDBhL/8VR/wnPi7/oatb/8ABhL/APFUAfbFFfE//Cc+Lv8Aoatb/wDBhL/8VR/wnPi7/oatb/8ABhL/APFUAfbFFfE//Cc+Lv8Aoatb/wDBhL/8VR/wnPi7/oatb/8ABhL/APFUAfbFFfE//Cc+Lv8Aoatb/wDBhL/8VR/wnPi7/oatb/8ABhL/APFUAfbFFfE//Cc+Lv8Aoatb/wDBhL/8VR/wnPi7/oatb/8ABhL/APFUAfbFFfE//Cc+Lv8Aoatb/wDBhL/8VR/wnPi7/oatb/8ABhL/APFUAfbFFfE//Cc+Lv8Aoatb/wDBhL/8VR/wnPi7/oatb/8ABhL/APFUAe3fFDT3g8XNcH/V3UCyKfdRtI/QVw8qgLg9jn6V59d+Jdev3V7zW9SuWUYUzXTuQOuOTVY6pqB6310frM3+NbxqpKxnKF2d9MoycYAAxnrVRiFPt9K4o6jfMSTeXBJ9ZW/xpPt15/z9T/8Afw1Xt12BQOwZmfuSD1qNkPGa5L7bd4x9qmx/10NdNBMWsoCfmby1JJ6k4pwnzCcbDyB096hfj2qRmJzgYqJs96bY0Rnrg0xgSKkJ5PNRkVIyMrzTQoMmc8AZqTac05FOxz6kD/P6UhlMjZKvbJq9Cc4FVbhMqfXrUllKJF56g4NC0dhGiEzjNGxg2FI+hqSP8SKkHJJAxWiRLZGjuo5yP6VIGHQqOuc04oc59KaYzjJ/WmIX5DkZyM03IDA888EUm04znv60oB3delAEbkdO9RHg+nNSMvOenpUZHB9qllIaOe9OJx0pMEHil46GkMkjTe68kEgj9KuRpiNR/eyc/wCfpVSIHzUI6gFv8/nVvJXAJzgjNXElnsPwUt8Lq9x2/dRj/wAeNes15x8Grcx+Gb2Y5/e3eB/wFR/jXo9ctT4maLYKKKKgYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfBFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFdVaR/6FAeg8tcn8K5Wuusx/oNv/ANc1/lW1HdkTHFVGeO3eom6Z4qfgjPOfyqJlGOTzWrEiA8DrUbHHIqZ1x3qNto71IyIkgf41OAREoz1y3+f0qIsGOAMseKnc/MemAABikBWkHymoLM7Z3X1GR+FW3A2nHU1SX5LhT74P0oe4I3IjuXA69qnxgcHgk9Kq2xIx61aOMj6/hVolj8nkfr+NM3E+2P5UpzsOTknBprc/d5GPzqxCE5ABHOTTASrHJ/GlOTgc596jK8c80gF8wEYPHpTHJOTTXyCTyc8U0uRU3KQ/gntR1HFMEgz+NP3qMUATQZEzN328fnVpAXk6ZJ6gVURsyZ6nbj9a07UeSfMYAsOg96pCZ9DfDiyFj4HsEH3pC8rH1JY/4V1dZXhi2+yeFtKgPVLSPP1K5P8AOtWuOW5qgooopAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHwRRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXV2zf6Dbgn/lmvH4VyldRa/wDHnB/1zX+QrWluyJkwkAzxz7VCzMe9SEfK34UMo3dK2EViW7U3Yx71ZIHpSHtU2GRQqplzj7oJzTuoHShOkv4fzNA+9QgGv6VX2Zkq0e9avhO3hufGOkwTRh4nvYVZT0I3jihghk1lPpupT2NymyeB9jqexwD/AFFO5LDGBXXfFaNIviXqRRQu+KF2x3Yxjn9BXJY5J9hTg7oT3GknaMDbnPSmFslvXvRN8q8cUzcc9askkIBY4Hp15qMj5eBznqKE/ip3+FAEJAxnIppAz60+b5enHNMc/wA6TKQwjk0AcjtS9qUdM1IFu0DAFweGO0fhzV+zQ3FyidSzBQPXJxVK3ObeL2U1seHgG1exDDINxGP/AB8Va2J6n1HDEIII4V6RoEH4DFPpT94/WkriNgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP//Z",
"path": "002687.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002688
|
Men Tshirts
|
{
"bytes": "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",
"path": "002688.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002689
|
Men Tshirts
|
{
"bytes": "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",
"path": "002689.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002690
|
Men Tshirts
|
{
"bytes": "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",
"path": "002690.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002691
|
Men Tshirts
|
{
"bytes": "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",
"path": "002691.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002692
|
Men Tshirts
|
{
"bytes": "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",
"path": "002692.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002693
|
Men Tshirts
|
{
"bytes": "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",
"path": "002693.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002694
|
Men Tshirts
|
{
"bytes": "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",
"path": "002694.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002695
|
Men Tshirts
|
{
"bytes": "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",
"path": "002695.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002696
|
Men Tshirts
|
{
"bytes": "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",
"path": "002696.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002697
|
Men Tshirts
|
{
"bytes": "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",
"path": "002697.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002698
|
Men Tshirts
|
{
"bytes": "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",
"path": "002698.jpg"
}
|
Given an image of a category: Men Tshirts, which has 5 attributes, predict the following attributes: color, neck, pattern, print_or_pattern_type, sleeve_length.
|
002699
|
Men Tshirts
|
{
"bytes": "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",
"path": "002699.jpg"
}
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.