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index
int64
1.01k
15.2k
image
stringlengths
5.66k
10.9M
question
stringlengths
28
64
answer
stringclasses
2 values
category
stringclasses
6 values
1,605
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
Does the person ride a bike in this image?
yes
discriminative-attribute-action
1,606
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
Does the person swim in this image?
no
discriminative-attribute-action
1,607
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
Is there one hat in this image?
yes
discriminative-attribute-number
1,608
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
Are there two hats in this image?
no
discriminative-attribute-number
1,609
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
Is there one motorbike in this image?
yes
discriminative-attribute-number
1,610
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
Are there two motorbikes in this image?
no
discriminative-attribute-number
1,611
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
Is the ground clean in this image?
yes
discriminative-attribute-state
1,612
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
Is the ground dirty in this image?
no
discriminative-attribute-state
1,613
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KUwGMiq7BRxt25P94YpCGF1ZR8pDZGW3df09KXIG1wSrIDjIJyeoJGfcflSuoMYZU5xz8uOnXAzTPkMqtGmwsNoAGTj1pgLvfH3yUyeVIwOvWkZySwLZBztUtwDnnmkJ4wTlQSSSc5b/AD/L2psYZAsjgPnsy5/z/KgBUmYoW3j5hzk5Ge/9Pp700SMCOSoI45/HIGPf/wDVQF4BypXPPG4/T6U2Q7+x5A+ZuCP8igRKzbHJL7iQDgjGP8f/AK3vQz72KnawwBweh/rTSo2k7ATgnAOCP8eKRIS4Vtp9DuYD/wDVQAqvnBC5JJyCevrnnpnFKHfjLLsGSQTz9MflUU0Gw4YruHAGQR3z/kf/AF6YWAHEfBIPIzgeufx/CgC2GTaCQHOMccYJ/wAimO6LgFBnOemelVSWWYFSmc5O49cc9+1KzMZMrlVxjnjd69KAJy6HkYBbgdjSCMZ2kqF9D3qEO0rYj3FmPC9sn69eKckzhzgZA77cZPofegB/lD/Z/EjNFM80knkcHHYUUBoXl1WeOMoCASeSXP4VG+pXEoOZeh68Z/UfzqkQFG7A+boAOtPAjL4GTvGV+ppWGSed5r+YXJfsSMZ/KhgzOMH5F+bHqf5UxcRp1KuTjJB498etCBhuYkAqPmUEjPrTAmilPlbFcpuxncMfjUyTOseVY7fVeMA8frVZGVJCxVsEffC1KP3aBjuBx2OeD/nvSGTfaCi7vlyCODyGB9uDU0eqXUKKolkT+IYUdse3TH8qpBhgFt+GXjam0ED1prgINxIbOSSTkH3z3osFy4+o3EpkZ53YNyVL8ex+tQmV3yWkLH+LODgH3qBWZgAZMqBjk8CpQwY4K8DuBj8aLAOMzuzEyuD1xjJGOv0pzOW5AYqF+X5PvevbpTQwVUmUBgxwQeefQmkjCyJhkPzZwexH09f1oADM0m8dQDxj6/8A6qeGxGQX3DOTk5ximMsjAbSEAPI2A/himmLykDzzB0QEMZPup27fy+lADnO/gEAt0ZvXuafI4UMXIXBPDknOR656dKqD7Vdq7o4tbdzjIwJSpGR7KPw7jvViGGOMZCMj4G+Rvmc49T/nOKAI7ZQq7gpJbHzucYGc/h37fkamV4yUdgspUkKPLDYI4BHHUe/IpCRLPgqwhVuwIY45+n/16AsY39V35kBI+9n8OfX06+lAEqsGVS4O7BO8kgE57D/638qcFJwx2nPAA64745wev51BOqgEbkVR1GCW9unfpQh8rd0wc4K4+Y8j8+aAJvnC7pBkAbsID078n37/AFqwd6sSpZgh5BGSgHQ/Tn29KpHYoJMjFVO75RkEnn8frmpggZ9g+8xGQqj8QP8AHI/GgCR3VGAdiFBwWGTkj8aRXZg+eGYYJPI9unoBn9aZh1gAUqgOVKgcnHqOgJOaaWaTl2dn+7wScd+e/GBx+NAEzq8citIBkDI+fk++c9OaUIG3GMq7FfmDL0PI/wAD3600b47gpt2Or55GCD2yD7kcZpCW2qWWPlQEPGwYHBAx6ZoAe5Cx5LAMoOew64AyOvemhyrlmUngDGwNyOvXtye/WmsWjbAJwyZC5yBnvxTZDuJz8oHQdememR/jQBJkIu7OM8kMoP1Jyef5VPsiaBZY33I4O0o28Edu2D9f8KpSN+5cM7MBGwzjoT24+nYdq8svC3mqpyMJ90k/Ke/FTK/QqKuevGKMlU3qHRQQobBxnhj7ZyOlRiKNImYjy0YZDZHXv1Oetct4G3GB1U7cLu4PIwx/lnOK6UuzD9xgyDgsHIVuvT6jj8+lNBJWZZG1osFzgH7u0enY4P8AOlNoZZFCSM+eMhQo556c56dsVW3bo13pt3cngc+nbjB9e1PRwrFVQA7SdxIBPPX09aZJYfS7rcuwAr/C0R4z168dv8802S3KhAEOM7VK9j1HQ/rUS5kyxCqD8xCnd755Ocf59qE+5vaXkLuJHPGeMEDv9euKAAmMKGEzB2yd5J9cZ9c570w7Y3Vllyp6FVIHTngjg449qV2DLgmMkDB3dR9P/rfl3pPPQMAFLK2CT0HoT7H/AD0oAk2tn5cdzkqBgfyxjH40mwxpjdtPACgjJwec9uKidw7Eou8HlQ/ce/TPXrRGBGmUjHTPdhkdPbj+v5gDNh3qBv2ADGep+vOMfjT5EMf34sgHqxA6jJ5/H6fzqR3BJUv6qwPP6joBx26+1IjxoihYmWQ/dcE7iR0GP6detACLH5kpZlDYUnaozjP4cfXvTGjYYJjXG3lgQxwMA9R+P4UiOqpJt2lk+7s7/p05/nSiYuo3bwxO0MSOfXOeg6c0AKVI8uIvuJH3hkAA89/w7U0qoUJJEQeSwD5A+gxgcdabG6mJUU7UDcsO57d8GpI9pLYkRiw+fg4APXgf4dxQIixtLKSwBztBXtjnkdfypVTzG+c8L/GW6jv+nFPyPvOdwYc7Rt+nam5AXqhYkAFlOMjufy96BjXV5HXKZdjk4A4x9Oh68YpjZ5G0SblDYAJPI6ZxTiWZ3IOFzyu3BX26UEt5eB8wxwScE/X8M8e9AEbbMBThucAE4HPTPPpnr6mkB2x8njn5i24DPH4//WqQHeCAmWGfYDv0/WlCDILIePm8zGTn2B/CgRGY1yPlMajjuTgk8c/4/lTSAS4BUrjaAV2jJ7LViQodwG9fMwACvH55/pUTbWcHyk6AnuQB3NMCMKAQqgZUnGGyOOh9/wD9dIQ2wxc4ZQ23bnPv7YHrTwg8wjcQd2MAevTp3xTsLldpyWOeTgn6f5FAEDAGLG8od33QfbA49f8A61JvVELDiTBK4B6ggcH86sEJuZTjcG5wB27Y4/wpCgZ1wylmI5A4Ht9aBFcnBWNjtGC20fyOaaRtDL8uCcgAj8qnVW8sL5WecsyjBwOOfbP41GFwTtJYDoNue3t+NAEZjwR8rM464YYOKBGWAj2soDZYsOAPwHH/ANapDFs+cFl9DnGO+OaZ5W8M3UjqR2HQfqaAIXUu3youBxwTRVkGVgCkQIxjlc0UD1Kkbyx4TdvwS2CCAP0p0fnGNTvUgnkHk/nSMPLyy8K33flyMfX+lORgW3MGJJGMDGe3SgYrM2QVP04BGfr6VGN4djkMVGfm6j6Cn+WolKhg2CfUZ/8Ar1OYoiEEbEOwIPI2/h/+ugCqZTx+6JHZs4GOvp9advYsRscMOMIAO3r3qyEiUcDBJIO5sbT6HimgL5fCqABnGMsfb2/OgCFHkiXcY2+Y4yT+fHrUysJH2+W6Z+U5GBx0BPanI2FIYI277o2Dkn3x6U3BBx8rZbG1/wCHjI+nWgBVkV2B3sC3y8r16fpThJl8qj88EEdc9frTOEXhYyoBUY5/OlLyZGSrDGSwAJA6dB0xigB0cjK5Afb0Jyecnv8Arj+dSGdwowG4JO0KeCeuB0xx247U1o8AAeWSBvPOd3Hr27/5FRS3Hlw5MAKnCgx/eHocdRnnjjNAEplVI9zyCMYwdqYznPb/AAFVJQ81/wDaGLCBAeG3KobsQuM5x646DtUsUk8jCTIjX7vlbwWOO5PrjgY565PapC4c5BUqD1A+7nB6n3/lSAsbgJl2SJ5nG192SPYEd8dgf1pHaNCzBhsXKqGBA298Dv0zjPemFjEySMFKk7gFyPmBx1J9xnHt71BKWSFNi7mbcSVycDgkDHUgAfTvigB6DzgJPNaJIjhIy+5SSee3HAB29zmpmldSFCZRAxwhyuM4P59Pb9aiSGO2/dAblZMAhQcgt9488nOeR7493iLzGk3KXVc7gVJwAT0/nQBKZiI3RQFHLg78DHfb69vwzTWPm9BtQHAGw5OO/wCH1/nTHjLiXy9o3ncAOQB2wCc59vfmpFUJufBCZK5CkKT/AHQQAf8APegByRSBsOxAUEHB2qCP8ge/WjLcyqxBx0bqDnGQc5zgfSo1eMgqHVDxwV+92Jzz6GpTBGxjUBQXXhWwSfbHUAn/APXQBOrvFJx94Z+dTgHd/I8U052MGWHDHnHAJ9Ppx+dRIGE214iXbGFKZwTz93qB1piyKVykgJxtzjlfckcA49O1AFpkZSCRhFJOWIJH+904OP0pDHI7h4yoI+fJb1IwTjH8+lRsTv8ALDyGNI8AH+Ef5PpTBGXYyBz8x3MwP3jnn6tnn8qQyURowOTyT8m4YwcdeDyemBjFPWOQEAQMqNzkjOR3B7Ee1NZM4CPKpK8xk9s8A7evY05XFtN5Nw2xRu/ebcoRjkEj0xQ3YqMXJiXaSGzn8kgyFGQEsEz6Y9M9a4G603X3mZ3tpZSf4zsYn8a6uZoJl8ux1h0iHJEF3FtH/AXNNjtp03CS9uJ0IGAsMC/rnmpXmdKjFIzfD8F7bXSy30KrAQVdZJQufcKO+QK6fesm0gksOM4JB59vyrCkjSNzunkAB4BliQD8qktdTtYBj7SGYfdKM0pH0FGq2CUYy0NtZMsrOrFBwwO4A8Yx06n6YqEASSbImC7RjaxDE+/P1quJHuYiygxYOfnbLBcdcev0qYqESTax3od/p1AIHTGevOee2KpO5yyg4uzJWlCh3IXGNwIVjt7cZPP4nPBpDnay+ZvwQv3RtBxzk9+D+tQgs8YI2/vDksedx+uevtTY/OfcWRxGFBGMjjPv2z798UySdCFkD5GwdTt4U+nv9M0u9CFUySEdQQc/mCf896b5Ui5y8Yz8rddoGMkn+h9c01BGqKT8vzD5Dh8AqcnOcng+350ASrnZjIALZBb5unIz6e3akkdM4Vzhsfx5PTvxyQaYysFcExlCfvF+HwfUD688dKVZcyLujjJGSHY4DE/UZPWgCYcKXd0JfHIAG7PXJx/IfTmoLhljXeV4+6Rkn8cnpnJ6elSR7S7IrEFzuUZGQM8Y74IPt+NNQbVPzqTwCTyM5+v+P50AZ7XjnaxZ9hIIXaFA9xzz3pscs6FWVm34ypOSQMdu3TPXsa0Jo1E5Z9pJYhjkL9OuPwye1RxWQkkyIgQwySCF24698ZznrQBBHFF5JkxvJ4cYJ2Eke34DmrsKoQ2CnZ9vfPAA6e5/DNRpF5DAx5UsDyr9Gx0BPTqO/wCdOR2AR5Wywbld4yuPXvigCUIWCmToFDcADf75x9f/AK5qIhNjcxEEncQ3I7ex6DvTCAvGxR+85LMQcdgTj17U4vgK0jKVCgncMjAzgHt+HT8KBAAkhI3FFb5sq245xj/Pb2pDyGTe6ngHcnA+ufSg7jBuzjA3cdDnrgf1FG9fusoLDkoTwR7fhj8KAGngOTIGKt0Ukj6f54pCdo3MzAN2B68cdO/4U8B2Ll23bTgtzjdz3/GkZ2/eOOMgEfw5PbAGAPegB2A8eRGSGACuegP5dcH/AD0pqgysu1gO5QoWHPAOOnt+FP2BAiR5DE4UAnC59ckD37daif5xlXAIOTzv698jPJPbNMBOA4ZJMDGQpbbjv1+tIV2xgFI9zfMxTPAPY8Y/Kntu2vIMNk8Ajknp/nGaaskgUSFcjB+Ug4z9c0AMMXl4/dqFUgDPP6+lNdlYj7zHhsPjB9R1qRkxubnP3Rn174PTr70h6suUUlclAMHPsOf1oERs+GOI98jH7wI6ewxxxTvOZmxiT1DFsZx/+r1pwhcuIlChj8xG3H16/SmO6x7lAjjV+WBPykjnPPT/AOvQAgcZzknHHJwT7dfc96R96O26NkCnbg8n/GnqfObej5U9SzEn/OP50KeN6nnAILLtyOmOecfWgBkZEi7vMQHPRhn+tFLtgKgziVWPRVXgDOO5ophZlGIyuQcFE5OG6sBVgl2QOGTPLbQOnOB19h2qNGLYyBnPBUAdP60LJsjYnILcnK49+maQyZo8lWBCdgei5x3xSnKYJj5CfMSOpHt/X3oE7gbslQwypGCf0FNKuzoQ24ZyuThf1xigY5i7gzt8zEZIJwSvse9OTeI9wjLjHAXJznj2NRsSzH92C5J9MHsSDn9KjbLfMkgCqMbcE/THagRIwDFif9WTgoBwcc9MnaaZmRGWNflZ8AgjOQevTnrUrx5g3Ll5QTnYf1Ix/KmrGoAd1w2ckE5znsQTk96BiLuaNWBUEZblDn3PX+v4VIJCY13FWCH5V3bduevX3pJl273V0YBh8xO4tjpyfpjNP2jZuaRGkOQoMZbOO/8AnpigCEM+wg7C3JyhyuPp6988dacUjk2mbBCc5OXyT3B9cD1/CnSPE0IdjDHKiguAM5x29v6dqhjj822UhImRhgMQGO3Pqfuj27mgB9ujKsiK7bs5255IC4HHX169qmX7K+9cCRkPz8NtTPRs9uc9fWpHw0KyNcEpGcbVCgDjB+UY4wMUyExsu2ADygCQQxCtx1yw5+o70AJCsq5liZF4IAA5I/HgcdgafFBGry/IRJsyGGSQeOpGT+HFOzPDkmYhuC2wLz07469OnSmuGHyoD0AVYuN2Dx05IwPypAKBiNQixlZMESOAMke5+vWnBFlGyErlPl2gjDgkY6HB5PbNM8poVVedpOWBbPP48djipSpba7S4d845Az9f7oPPpQA8RKsL4Eivjk7SA3rgkZHHHbimbnKKn7xGA4B+7hueB6dOnX3oaRGC7i8pUnDP8ufTbyffj2pNxEimTIAOWL5ckepHf/8AVQBI4UBJEdeOC6Fl29xyR7ZwPf3wxl3MW8pBxu5PygcHJPAOCevv9KcXUxAM/mSKCAMgKgOABkH9PelgjbG0uF3nBCDKt7E9/wBe1ABCqqoCLubcBnG0MOO2TkAj9etO3qIkbc6yIdg2BBhe2MY5yDyahRfNl8sLhw/zDPJPP4f561LIZwhEjbucEbR16Y4/HigBVZSXZExsAKgA8e+D2596kZJGjjzGcgEEq2M54PfHsTUaNsZXd2IVgRvXn8v89acRHkZfCng7vugdTn8Mn0pXKSu7FmHCKFXJbB+VTk49v0/KpHfomF8sA+azHIC55+pOMAVmfbBESzBmjA3uR17sBn/PPPtUYugwtoVfPmv5shB+6p5x+AyOalHSlbREtxpen3YXfptqzuSzAoFIT1yO9UZvDmirGXGlwj5sKOmecVYW/dpHlZeGACl+OvJqF5JPJVZGV5C4P7s5AHHrVFpy7kf9g6VG7ItlCMAYz6/Q1ZiRIRlIo4lAwcL0PqPaqbXLLMrSs24/eyeh70jzSNcFNymNxnaQB+PvQO7epenuGPzLguuDkgkD1x7Y/rUqSCSI4ABGMkAjgD2H4msn7TvXBcK8bYbB7DuRU9k+yVjFjdxyDxg9OvX0qNiJx5lY1WzKwfDqN2divv5xz9eOc8VHHCisJjEzKBvUEkYHQevGfTv79HxTBrfzA+BuKsAvIU5OccDHPIHX6U2GSNE2pIWjJOVdDtHocdMZHQg1ocbG+WqT/Mm0I3KlstnrjuQcHuPzpI4wZJAoYtgtlFwXJPfI4wcenUcU9fLldBvLJF08w5wB2BGBnGafNmSVN6RqWbJUNknOOvYZ46Y7CgCIM3mhvmKMVUMy78Y6nJ/i4/SmqSWllYkJuOVZc9eM8fU9KsxyQzRbW3IrD5iQSgbHHCjPTv2quEikByFDZILFuTnqf50APQOXXaF652lfU849abtCk+UiLLjlcYzz9Pp168mlRfLjIjUOJAF3soO36Z5Ge3t70m/lSWOHXdjJPJ4P49Rz/hQAyWOV+qkZ5KIPTr9OmRT9jMMPMSVYfumUcAep4H/6qchdkZXYfK2GIUZLDp0PHHf/AOvTF2sX3ouADzsyzZx37HPf/HFAEUl5a+UwCPlvvP1BOeOCP1zSm8iAWCWN4mXOC4wwGc8c5H+etQNbrjfuUF8gFmxzjg/TGRjvUIt5kj2O4H8QT5gCfx9uefWgDTWa2kUmFsBTkqxJ/oM9B2H6UmyUnbHG5JIHAxnIwAO+ev5etUzZOh2M8aHOQyk57dfQYxViKMsqQ7XZ+Mlcn/8AVwM/iaAJY1byhtMhiB3fM2SvPrjg4/zzQZJEk67lPzPtwA2fTsQevAH4UPGkcgYAgqQ2WBBDDnB6jg8fnTH3ONhkYu2AGQkZyfvEHqeT09KBCsV8wHzc43FcKcj17HFCsEAcTLgY3NnGPx9Py+lNCqjjarbCdsauoK+m4HjkZ6e9LulVIwHSMMgG5scAnPXnn9efrTAcsaAL5mAjDhXwCQeh3YPGMgUhkDjJcgNyQDtznp06/l3pAkpUrEhOefu5PHOQBk8D9M0zf5jB2bfzuO8HPT36dvWgB4UA4JUdi3OR6Z/Lp/KgfvGysuXJO3nv7DGTk0yIssgCsrFTzsOAuP1/x5pzsil4mYMwzvJfAC5zx83BJH6igQ1CwuG2YLqhA3gfKMD1B70mQY/lVSeDs3de351JseVFbc2A2Bx8pY+nfPUc+9V5Jd6hGAbYSWAcjBJ5OO/A9f8ACgBzqjPuKu4wQQBkfiSSe/t0phjXGMKijgDAx/j1/wD14qZGRCpYDex4Zlxxjv3/AB7ZpjfPFiLkcYJHzevHagBAoVWBfMJIKKDnOfx6/wCe1MZFKIQjYIyST+p/Hv0FO4JxKzMBkkYx+n40yRYwqKFI/wBoDrnqfamAK8iDapCj0YjNFIQjcmeMHuPm4/HHNFAioMMD5km0FucnI49qXMSrlSyxscZ28e3PSjyZGAXzMKQd4f5voRgUSKkbHJDAEZG8sW9/T8xSKGoPn2rlkznLHI9+B+dWYypdVQKWYg+nA45P61Duk8vYijk5HOSMeg7d/WlUvlo5F2yDgcBePbt+FAE6Eq5QbSfmAB5Ix0znvxkUmOjMAdvLBshWPuOo9cVCWfzXQRAMpywPt1yT39qsecrkII2aJc4U5+VsHp749z3oGI2AuFRFKjlwWJBxxg59/wBKVjJkjzA6kBgZBnqD2785oRHREUjeoGGdR74Hsck+nFMKu8JMDuzNncOV4Hqcc9/fjtQATGIxhfLl54xkHJHYHP61HDYxBMIHQshyRJ19Rx0+n6kU8Rys8ks0uHPHA5/EZ6ccmljdRLiRS2zkAryc9AB6e2O9AEH9k2x2gk5DZxvGenvxWknyKTl22KAS3zNzx1/P161GSoy21kwNq4A57nJz34/P8KZJIGAQQuMgb1ztyc8j2GemKAuWD5+xpYmPyDYfm8vAbI6dTxwQeme9OtplWSPzCxQHIXorHGRknoOOlIIIzcw7HcPJgBFABXI6jseP85pInjwQQruwy2CSc9eO3AoAFETSSbSXUtnIcZHqMf8A1qUfKGMRcxghQwJweOAeCRx17UuE8wSHB34VhHhSRjIKjt6fnSNKyI7RO+Ax244wTjOffgj6CgBQsbqmFDZO3G7aR36e+ev86eXTy2CgeYBknGQPRR3yD3GenvTDK7rHGolIj+VEBxhu5yff0pnmDHmsShLZA353c9cEY9SaQEqiRdyYZHKlWcnkA8H/AID2zShAmGZo8g5IkJXePQ46j6dOe/SMyGSZnMaxxEnap+79M9Ouec+vrTHLi3QBUDAZz0JGf5daAEG9X3YicqDlR0z+PGMVMrqwZ0IZwMk/xH6j0zSEZjXDBjtKgKQwIHOMZ4yc8+3cVG8Y4kV3CL98FRtjwOOg54I/+vQBajw0ojb55G52Kegxk8e/OB/+ujcUHmdI2BO7jDruI6duw4ziq3lRqCDMyE4bzBvJ4HGDjAB9+lTBeY2LpJ8uAqHOwZ4x6Dnp75oGTI8iGNk4dj8qrHgDn8eOPTFQahFlQxYhRu3BRuGQclfX+H+frVkMbRFkceYefMC8soIAzj8uPT1pFMcrm6tjvDcMVOVcg4IdfX3qG76I3hC3vM5+6llWK3tp0eOa4uN74H8PU9PbAxVWS78y5vJSPlCELnp8xwP0zWtOskecWVwvykM9hIsgx/uMM59a5+aGzUFGvZ4GLdbmxdX+hYZ49qR0RXUrX2s3EEAhhlkHHB3ZAHtyaZpWs3Du8dxMWbGVY9ax79kF3JHHJ5iI2A4GA34U20Ia9hTzEj3tjc5wB7k+lK7uXZHTXV03lFsseec8Y/XoaddXXyQyAnnHHqDVVIrZMrLf6dInGR9ox/KpYhZ4MRvYJ1PTy4XkZfTbxj86ol2ehbjlH9oyoeTJGM8+n+R+dTRFjHEgGMRmORXPPB4P6UyNPkUJa3swXozoIV/M81ehjuXBCtFBnk+SPNf/AL6PApNCbWxftpV2opYMyZJBAJAOf156VLHMQY1C7ipJQ5z6ADGensaqQtHBGyRuruRx8wY56As3rV62l/cruLs6pgln27ccdfT0x7U4voc1SH2kJiGRZHVN207ckY5P3jkZyQcdfb6UwhVm2CEbPLzzwQcdMY4PX8scVYZUby3xkucRmSVcqB6jtj36fXFN2yy2plGS4GWYlSF75GTlifXHt3qzAgkk3ZcnbIW+XYo4B64/CnsQRIpJCjDKJRjHQH8eMUgkUIcDGMKoxtYAd8jHv1z6U19pwrxgsDxswM8E8jjI/HtQBIy8/MHVn+Rd/IAI/wDr575x7Ui/u4jGIywVwWGe3tz/AJ4ppedoSoVQqtnlcYJPr2pAsscBIUf3tqDkHPPynn05FAEwQlQxZWkznY2WV1/AEgg9cdqqtLIWyZckcsF53d8Zz0/z1pzuyuQIdjNtYInyY9MDnsP85qUXUnmNG1q0LD5GUMRt4OMg/mBSAktjAoAklkQkcMiAjJ9QRxj8enY1GytA+Q7OVIChchj6Y7jj603gI2FUqeQRkqOevJ4HP1/q5FjdlUPLhuvfPoRzyf6GmIRT+6AZTjGck4yQOgyR9Bmmlmddk0YPG4sGJ3HHTBAHHSpJUlzldr4GWUkAcckAdsc0xH3TgcKpOCZyApAOM/y/xoGNkRHBx8xzkjGB7H/6xPvSgLsAViAT8mPlAz0578d6VWQLGIyCB0bGMHvn1PTpjFKkzJuKORK2WYFSMEfiM5Hp60CI9qum1THg4JDfwjHGBjHJP+FIzMkqCVVRewjjAAOf1PvzS4VpF85WjVk6EbyPbt3PXt2GaVFjURl0ygzuBb5XAPOMDv8A59KAERdjsFCK2Nrq5BA7HqD6Z9cU3YjSgrnLDKtnqc99wP8AhSyOCZWLZMi7SWYnb2z9O3txQyABgFAAGckYBGfxxQBEXkDuI2ZCejKegz2Ax147Y7U93mO0M4YxAHBPAB68cY9xSFJIRuRcKeSGXcBjr9TULTSIWO35c78Agj6dcUXAlcgL827dywYZHX3x3/x7VCNrrnLI4+6Ac89RgHn9KkWYEMyjzCCfvMQxz7n2+lBumbaGRmVc7cMMAHqORjBOOvvTuAkm8lW3semGIKk+wHIqVBKhZhkyknEgOcueB/8Ar7YqrPOqAr8yFvkKZJ9wM/j29aTfEs4jDcjKsBlyue/QD8KAJ9hABZyF2E8/eY9s/jTnklUhlUGErgE8duR6fhUUb5lbDK425Zhx8o746fUnv3pjtMjk52DJBx1H59TQIlBlQYMDZ9nAoqLKyEtI0ZJ/vHn9aKA07FQFHdVeQhCCQAd2D+FKYQIlfa3kscF+m4jrzxnGe9T+U8j+YxDhsB/TnoDmgWpRRthjYMMEhd2Tk4/w5oGQrGEkdGzuxlS7cZ/p7ZAp/lHeNwCgDAG1ST6H/P6U9BiNWUsGU4BBwfbBpUd4rlQLcI27KjBxnt8vpQMjYRybioIx379u3PP+c0ASEuuGYAgjBwQfXFSyRLIWcAoo+9kk9e/HYn2NOwpdWAwoPOx92PXBPTpQBCitkLIzuR1Vh0Le2ec1YVvKYB0TYvyqDg4B6nPfn37ConjEqh1cHaOAV+8Tzg9s04JN5XmMXxjLYUkKB6n8fwoAmWGQyiMfO4XaAjbsAe3an7f3cUuZAqggNtPAA/wquNmxkPnA53AYwv1GPX/OKm3hk5IznJQ9xz7/AOfbFAEcl6CxREZiu0BT/Dnp8vTmoEuS+NrH5hkjOMnP6+lO+z7GCGNVkC5CYxjvkf5zViSFFYbkJY7TlVEgJ9P89aQD4lYWzpFGoXaCxC5I/Htk/nUaoJJFXbhDgBc8MfUnOKsoJVjDlVGGAGUAOSMH8cY/yaa8pWYkyOxXOQ77mAPUgZOCecj3pgJHtBCmMBcc4OMgH3OM4qWFPPkcC4jh2jl5X2jGOeTx6HABJFVZHWFVjYMAeOEJHqfXoeP61YChYnG3Y+VG0Y+6cdSTkDv+NILE9xb/AGd3QylowfldNyKMckgNjHTGDj61DuCxRyMr9DtJfO7J6jGOBwOtRMDjaFfOCUjOHHP58f1NPhZ4JfLzIoDZKAfeYLg9OeOef60wHIvkSKiqgkUjEi93BwCPUZ7inCJmiQvCiucq58sfMS3Ack4Bxk9jjAqJLfdIU2kIC3zAhiMDnHPYdf8AEU1YxuUy/IG6Fxkc/nxjn244pATIdkikrhS2VTBGG7dOnakSCVgpaYKfLyHVSxGOmT2zzyOKes0sClD5oikIJbG0SAd+evI79fapFnWFFKrE4BbD4BIbr1+vQ56exFAyNIU8lM7BsHLEk5z6++M/rUoUxzbgqneueUwMjjtx1/nTFuJJ0ZjC0wVt5YknIzjnnj9KhvFkbLRHy5MFoVxhWOcbSM52/wC1nsKTu0VBpSTYvnBmeQKzxBtzFPvoxODkd+SPfnvT0t11C4kazvFhUZJeAtvZunQcY475/Cqljq9o8jRXbCxuPulZRwOc8HGPzqe4s0mwDb2tztA2ywT+XMBjjnoRj3A9qxjFnoTqRepnXo1eBz5sEc8a/cMsYYkeu5QMH+VVDrd3ao8j2kyFVLApcyBeB3DDpVx1vLTLLe6rbk/8/Ft5y/8AfSlqqz6ldXMbQSX2k3SseUk3QufwOMfTFaWIucQLW6n3S+Wx3HLHjqaltbSaK+tZpY3EayqzYAJwDzjPH4GupMcc8Jjl0uwnAIPyagvH61Lb/wCjDbb6FbqMkjN2G69zS5R899CE6lCHJitbrGeP3UC/0NPGoSsMLa3J/wB6cD/0ECrL314nLWGmIf8Aaux/jTRqdznAn0eE+iv5h/Q1QtxkclyeTbRRKTyzq0jAfQmrcdlPeQq89xvh6rxsX8qSB767OBfNt7tBblB+bAf1qQ2sEbf6StzK2M7nBZV+tICWI2MJVYkNxMOAIh0/HpVyFpDMC/3sDd/dReuPx4rNa6hijIa42jHEcS+WD9SCWP0zUEV5cag7QW4SC3X5XKDHHfHvUik0jpo1gm8o/vFSQb/lTPQdunGOfzpk6xxzhUdZ1bLBwSA2eTnIz6dDVNLmfdDBC0LIAEAcMNo/8e6Y6jB61Mv2l0klRba4CIZOLgqwCjOSGRcjjoDWhwtE64K7cnlQQuCQ3J7fj3pyny8lnU4Yq4IBJ79ck/jVe2mV1L/vmB56gYB5AJIPXnnnGMe9A82TKqVULgkKwC9++fyHfn6UxErSES7HXCuP4GIyvY/kMc5z9aqSTRIrMMqwzsOzqe4wfw5P/wBarDSKoOTIGBx+7bAP907u2D+dV5A7pIzqjM+Swyd3HViT74PXmgERmeIxsXYlcbsZPLdj9evXinPnzVTaUSU9MY2ggfXt/P3pkMEJX967MGXhQo3E9N3UcA9/bpTomaUtcSgmdySWIILepznJIx2HHNAD42AZ02xytu4AfIz+mfb8aSRJPJJcllBG5gTlVPBUjHt+lJPkRhwqqrx/u2DcHscjP8+aTYHZmiWLc2AHAzjjkgAf544oAl8ggLwDlWbG3cQoPPTr09u/pS4CknDfLj5sdM+v40xEhjkxt24YZIPLA/kR+AqSJlilUFRsV+pB+XpwcD+lAhHWYhpSiKAMFxj5j0I+nsKRwQqErwmQrHjI9l/z+NNaQlicbVYcgDIb0PvyKedyYBaVSQChH8XX34HGO2e4oGOk6Y8xAoYEEAjA69D+fWoN6s4GEYMV+bb/APWzT/NBOQUwD8rNyOOew4yae7bSrb1dQVUoxXB68E9O3X+VMQJaXBt0vgiRQ7ygkYBN5xyFBPOMD7vTvioUEm4thkQgbsKR269Mf/rFO+RXZh5Qdhhs4fA/A+w96GZjFgAtz99shQp//Vj8KAInjB2xs23gZ3jODjsfT/PagW4kYbt5QjGcEYz3OOnfpU8wDSs6iNEbD7UbOPXtgep9M0wRl0EioxONpIYYbHqPw7dhQBEIFMoG1mUIWVjKBzjrk/w/4/hTZZEBMhbBZsKqjjpyfY9KllVVGdjDChlK/dHt1PH45qKTd5jSFzw3ykDO71+n8qABot4EhUqATtIXkHHIzkfX8qia13kfvH+fhVJAYEH6f4U9UBJ3AICo25HB9MdvxNShlTO0Bn3AhGXggf8AoXf/ABoApiOWJkKtyp4ZjnB/pUzjzIRkqpBJBduvb0+tSmRTNI3lIMocqvGzjtnP5fkaha5gjkwWLDghSDgfUEZP6fjQA0wuOAit6sIkbd75INFPG2Ub95XPbcFx+YooEUFlgSXm4EgxxuOSM9yM/oaebmBdwaePdjqD19Oen0oZri5fy4LaFVZtoUglVI7ZBBJ9fT3qdjbxrte2jlbBMhTdhm6FRlv1qOY05CGGfPyC4yF5GAgB6dvr3qVZoF5eZsElcQuFx6Z74ye4qHy4iYxHCNw4OcEfhk/rQtsyNnyyVIP3gAPy/wAafMDiTPL5AEUhZSpzggAdMdRTjMhjZisSfwrkD5j07c9D1pggiKLjJJHzLlRn1xz0pn2VnbIjhzu+6rBs/wCP1p8wcpZW4UiUm5UqihB5ZDKM8fl15A9u9ITELiNIHdoyxUOUCKfY4J/XNQS2XWNokEmf4FHT2/xpy2iKjScbsgKu3h/0z0HU0cwuUt/KE27i235ZAD0JJ4GeM8H0HamqoacLG8SDgneN+z1OQOeAO3GcD3rG3jiDovlvGG4B6MexHSoXjCpIqEKGIXCg4Y/nyR/nFHMHKy8ojZQ+JCoXcQOevfpx2/Kpc+Yuw7fm+YNkDcQO/Prnnr6Vmr5qcwzHA5O0nJPHPX6UxnvI1YvdyDzmCmJScsw6ZOen6CldBys03ffNuKsGUgeZuyMk5OT+PaphNAhYgSKzH75PKgcj3zn3qpbASRKVkfC8pISDnnIYc4xyPTr9BU6BshSY1V1ba7gLnqPmz+PTOePemIcHVy0iuHLBQGJbCn+8Pp+X5U4r5K+a0m5slgTuXeB0+vPTjNNLMrMxRncru5UcnPQ/4emKdI5liSRJTubO4Og6g8E8+lACiKSJ45JQVygZiWxvXHYjnHb86i37CPMYEK23cWyAAe2e2D+FWrRis8ckihGBZVJgUqhHQ4JC9F/x7VCjvhmkR3GR5jdV9M9Mnk/jTAiNupICyJyR8284OeeePpx61JIrqWYE28g4aNUwxz0HPOOn/wBalZg00jMJSFG4Bf4O2WPHGCOg9KJ0Quq+ZI8ezYj7R/e7A9AD2/WkA63aRbhUjmx98AunmDpzx9Kf5sQhYgPIVYH95jr6YyT29OO9QoYxKSCqLtK71Y5cDqSCw6/hUksqz4cbQ7AlstwfTJznIwP0oAcXhaDdGqiWQiI/KSQQM7gcbQSQOnP0piFJpVAUF8liY1yxHqSf6/8A6mSpOo2sAoK5+dTkg9Djk88d6ZDIyOYvM3oRtfYQcHnAxnn1xQBU1qyins5Xhhja8iOTIin94Bkn6jbnsMYNcb9saByY2kiYcgx9Mf8A6/eu/W7g85yGBzwUkU7X44Gc8euDXO+JLCMwm9toIQwfbKkM24Pk/fA7c/Qc8VEl1N6UvssyU8S6rb4KXrkejjdmrQ8b6iV2P5TDoTtIP865+VQG+dSvswwRUBA78+9TdnRZHSf8Jap5bTbFnI5Z0BJ9e1DeKbUjB0fTcZ/55g/0rmML6n9aQmLP3qfMwR0p8Txb8pp2nx8Y4iB/pTh4tmjGIVij/wByED+lcyvl5HzE/nUgZB1DH2xSuyrG5N4juZm3O7k5z2H5VA2rXcwA8xuvUnNZu9AMAhT+tW4sFV2jIPepbZSSJlkdmBkkwCQCc4zmux0xDbWAhglikfdu2HPyjv8AMM5zx/8AWrjNM1u0trwPNFhw3yu4DBPcccV2Ns1rfIE8qHLncMJlW9xwf6VaVjlqz5tEWpJnBAjjSdRgM0bZI/DHP51oWhVNO1CY5x5Gz5v9tv8ACqbQqk+yODBHzMNxXp9cfp2rWsxHBpZLSmFZJwoKnaflHAHH6UzEzYGiSAos5l2qQgYlcA9eeQeTwD7VZdAVJVn57MFyq9P5duh5qIWrx7gvlhAPmwhUgdTnHXB/AfhStGJtgBmAX7uX8wKM9Rt6jAqyBU4LuqsqheD1B/lx/wDWpZoYo8SkszH5gwJ+Y9O4z1/GmuiqysXU8eY7MduTx2x6559KVMjA3Ok2VJjVHLuezBT/APW60ARySRmPDFsqSHkORyc5HbB+v/1qSLyrloy7Kil/m82XEajvx1/L/wDU9IsgIY8yZGQWIyPcYJODn8qdEiRSyCGRgWbaS7fKM+x55H6UAEiDzSzSMxY434ywbGBg57YA+lJNC0Sx3MkRE8mSxdX+ckfUc98jj61YBAV5GvMbsrkZG/nB6nOMZPT0pH3KwliM4G3Y8pYn/eBw3TJ78c0AVo45sF4v3j4UbX5Y+y9OOB9MimzTfM0MjDJAwGU/r36k8fnVgRNNIWUfIqEpv+YkA9O2cevB64zTHX5U2x+WN37oBuNo7DHU8dev4YoEQb9kZDKjnO0OXJYEdsZ/I9qkeTE0TYTeEAY9mOMYwDzx9DSuigoynaxcff5x6E8dMfzprLlRiGKRFbqCT14wR+BII6mmAAv5QcM+122lhjIb0zn0yOtMMkQCgyJu58wHGwenGevYmlaGN5zI0YeFQEDiMbRkcZxnjvjNREyzfKkkZXGcOOmOvOOOP5fSgCcpumb7rEj5ehI9+e3UfSkWOUTbURN2SP3ibRk8dzgD05o+z5BjkimSTIX5E3lm4wDnp2xgHqKjPmqWWRcBztw0YDBh6/rQAspnODEEEgPO3GMn0x1Oe1VlSZnO9Gi5+8MY/nV1ziMjy5dx5O3BBHpuX6//AKqhDOqKtuEJcckZGeehGMZ465pAWFjcQs8jKdxypAXpj1/n69OtRNjIbcFOPlKn/AnH44pHnkEaqyAEHGDxyeeoPv6UolUB1LYL8A7TuHf8aYAFKwsVVBxks68ADv09e/SomG9du7BACqD0XvweuOeg61NvEm1nVzx95mBzgenHPPHP9agWSGVgqSMGOQWcbf6cCgBxDzn+IBQdqbuPYAdqiR5ATHNtKhyxjwMFunp+lSDymt5Mukb55ByM+6rnr78UyIhId6y5JPBI5HTP/wCv9aABYVcZ8tsjggDv+VFIhVVz5jR7ju2rIRj6+9FAtTNiWOY7kRy7AruCDH0B7L69amUIcsVDsDxtX88ccCl23e//AFcWFOCWJDHt0yP0qKdLhQ581xux8qcY+vOKk1LW7Mo2HOGAxIhAPrn2/OkeNyxjSRTvYgvGxCt7duPwqv8AZIPJaQM6yqOF25Zvb0H5ZpLO2ndiXmYZI2gpuzzyoA/nSAup90u4cNwu3GM8eo6AHt/SnxxJuj+QSM/HU/Nn0GR/OohDiItGYlJbadrfeOegHBHXrSpJkhTJEz5wTu6D0A7UATOMZDbeFwxDD8Mf4Uxl8r5dm5+jFSPl9ee9SKkrAh8YX75z0+gz94/T/wCvQmnvBdqtpp2+EEbXaYJtB+q9feiwFwI5Ulgy8ZGOevQD/GoDDl1+bDHqTyEB9efY84p8kHkIjSSxhnPybgBgep4wPpnODUaurQqwYOo6bSCGPfofWgCY3ZhtJ4jHGyydmTIiI/iUA/exxznrWbLJJNKI9xVzgMT8xRf7vHUnqfb8KnnmDsohyPMGUVjuxgdfoO31FWHggjAiVCrBjuWY5C+7e/X26djQldjbsiaMCO23W7uWyA+AVB9+Onr1wMip7dBPGyFkZhkg+YADwD7DoPzxSwLK4MgZi3yuXYlyVJHXB4AI6n6elIrSkyRKrMHbdz/CM5xkjp344z61ZmPUxSEgqWAIRSBk555Izjp2zjAre0/w3FeQxyX2qw2bugZIypZwhHB5Ixkc46/Ssq2t4W1CBDGNrygNsYsQpIBHPYA9cA8+1WtWP2rUC8ofezlsqOgJOf0AFS30GilcW8EV3NCLyB0ikbAQDy2AOM/MT1/zmoWYuu5Ffa4+XcG65xkN19OnXFKIUaPHAyhZ1I54PQHnHrnGBUwAdVkV5QzfLtJwdvGFB4P4+1MRGwLKBboqnbtO1Sd5zgn2+nt702NTKkpZmWVCCdq4BJODz07+nNSndLEFmwwC4UmQ5UE5A5988e5psKAsZPKMq7SSu7djoAeOenHPFAxZpCcR+XLC0i4cOOSc8YOO+O4+lVJLCSdvP3HYp8vLDG1iDx3OeKu7AwkGx1ZXHBXGR744pVUW6xyD5nTlhKF2g+gB69ueKACSBLaBVgctE0YL4HljPQ8/xD3x3qu3kSF5UjbZGNoIXJz2z+OPpWmuh6pfRf6NpbtuTJaKPI/NuM/U1YPgvWTIZZ7IRKi/wvGu4dMBQ3XHvQFjJV0kKQPnDlnIIbYOe2MfXoOeKzdeWIWLrAWNuQvlK+NwG7jJA5PHatC9jewZYizK8Sj7/wAuPUEH0z29fxrz661w6p4liwT9liZhGufvfKcsfc/yqZPQ0pL3kyOUFywP/PPdkjqazpIxsRum70rYk27wBjHksue3BNZsgzbxH0NZHe43KJjOcZIIpNjD+I1adf39NK807mfKVwhz1P51KkW5sHn61Jtw+eKmiH78/SkaKIkEKFN20Z9xnFWwMH6H+lMt1zH07/1qbHX6/wBKRSVkY+p6e1uPOTLRE8n+7n+lXPDmrNb3C2kr/unOEJ/hPbH41tLAskRjdQyMNpB9K469tXsL14SSQDlW9R2Nao4pxtqj2yxura4tlR7INMAMiKWUFuOuNxAJ6njFWbvbcWUFvBEkcaMSVaUMSx55/KuI8O6ubqKJncIxHls44KP2Yfjg/nXbGSOdfNKFmK9CA2z1wT9AMfQ0dbGc421RRe2YIY0aZmJIJ3kAHsRwfrThExBhjZS3yg4A+cA8fL6Hnt196sJFulVY1kEi/KoiClsg8nA74pfNdQY5Vj8sof3zLl2BGRgHGMY7e/WqMiQwuZ2W0hMkA3McLs3Y6+rDGMgf0qORpVEcTFo3jDcls7g3PXOc9OV6VBuRsCNF6Z3Iu4E5xuUHn/PrTnlMSQswZVkG7bn5uuMHnOfQehpgSTRW7xiaMMgl6g9QxOPUk8Z6kEmieSGdEMjRrOo2MRGBuz0JPTocdhwKhivDFIfKiyPuFJE3qwxwCOSOp5BB/GlKtFH5kqqQB8uX3oQOv457UAESSu8qxlSp4VUi4YA/XgcA5FSGWJVl8obiYyGL7jlQeh/EgDoOlMyC0wba58vcXSRgTzyD7/Lxnt2PFNRSIXUxSMVw29ItwHTJDE8dcHFADwdiqyIzbxt2n7rY6ZA9jxn0NSRofKnEbMkUi4Y9zj1/FgKjRrcSgupEhbzFdEOwLjn5ep575H9KWPa/meSxkPIJLADjpgjof88UAEo8kMsYJfGfM3khk6Dv14GaaYgXBEYOwbQkfYleB3+p79atCYFF8ssSOXO5c5J5BA7Z/A02YLnE7hJlP+rZNp5OQTj29h9eKAKbIGLvJCxAbnZwQR3IHTnp1qJ0DYEgY5GQyt8oyOg6d8VozBd6xySgMwy5boVPdeMf561FcBFkdWV1j3BfnLEjHoWPUjnGKAKyxuFDW/zMQfMxxgD/AD9c1WYCQk4ZWAJQoQT64zjkY68mrLPGzNbPOXUL8rcck44xnjvUpiIni3HchUtsUuzAZ6cgDsfbn1piKgaXzFYBAUXBZYwcAcbiMZHpSsdrR+Wu0LhggOSHI9+o74zQ+fMCMRuGFCBwxGD2P5jrQYgq7xJCs3LLDhlIQf7RbH4ZoAGSUqFDZ2sAVORtwDnt8uBnv/OlG1XZkR9qZJkXIYj0yDg89vr1prXEkkMcU8mI8nCA5C8dQOcenpzUYy8KSCPaiMFYqANwI7nnP/66AHNulUujfPGf3gznb6cE425z9M1WlExQpHNGxGFxtIz+I44//VmnplYtrSuyR4OEKEb/AOeMdqaHG7zpJiIwOMfIx68hehNAEpFwZNhDGVCMoEIwR1HuB601nKxmWSNQ7kfNnBUY5G3GPx65qdooJsuZYp0AAUJ0C55HI5P4N9ajMUaM7psljOQo3AMq9s/kO2KBEW5TyjBvUhsj9eaKQpI4ULZmTYApZTjP1x3ooC46NI3kDLHIyZIwq4z7kZzioiGKBYinMhViPly3+yQp4/wol891QRhnV8jeCo3HuoUjOP8AJpA0UTR5dWcACTeVAC4+4MDNSaARKo2Bt2G+bcGyc9hhcfjUk7vHHjKlkOGIK/Kc/d7Z/OoIpJbe4do0iGM4wQwQe53Dr7VbffIsIeRMoSVRjhYvUsMnJPbvQA9oUV4Ynu1M7LmbBUCBe6jDHLH/AGeOetV1VULTQhw54WOZsmNPWQ44J7CnArGpKrNuJ+TOSCv+0MGmlyLTYA2wybvLUtmVugyCvQD3HWkO5XuZrmGVRb2H2hBycz+Xhj3+6f8ACptscQE1wYxuOQHGc49cL/8AroKRyOZp+VBBdnUDLf3QSD+ZqWNGkdjtMRAG5wc+Wnsqn260xFZWeSOXJaOMHMkhZMP6BRnj8qbNDC9yPLd5YVXhVyqtnttHf26ce9SskMjASRjy0GYySCVH0POT70QsszeY28IOuAOF9cHqOv6etTYq9i1YWm+IyyrMZHPIQZXBB2jAOcg4I6e/UUpVleCVd5ZBtK5yC3UsBjJySM5zk0OqQjywYpCvzJICxDD+6M4ydx7ZHXrTxMkc8yPGXfcFd2UrjOMkZ6A5z+A9a0M76jgi78sIgMq33iV6HAx0PP58/WmzhguREq5UMURum72PQ4H4UqO7h1Ugr0MkgG0DJCliei4PoOp96sSzfa9rMZZIVBWTJXehHVsAAY54HtzQIfbyGC8SYGF5LfY64G0NjB5bjLDPT2rX1208opJvRY2YwsWAIOTuXHpxvIJ9PeueeJpHVBEuI8KqiHBB5+U4HJOO+a7jRmt9e0SS0EoV9piOfmCsPuN7rwPqAaTKRyTGYwCEvI0czFjGCFV8cAnsOD07e1HkqsAaVH3BABtHD47Fh0I3CkuY3tZpbe5ie3mD/vMnYA4JOR6nGfUDIxxU1mkiXDRkny2JDxuSMZ6EhcZ469h17UCJJtLaFmZJVZSgw5YD5T0boCec9OwpLdkWQiU7iVKBecqT7jnPTA5pvkKsqpNIVjUHDFSCcg4wMHv39x2ruNB8Gho1udYQksgAtM7R053hev0/P0oGcfaWdxLcrDb28k9wZQpIXccjruBOPz6da77S/CFpZyC5vAlzcDn958yR46bV7n3P4Yra2x2UPk28UcMajASNAoH4Cs+cSy2Ms95drBbLGWaReyjqfyoGXbvULW0QtNMML79K4jX/ABygK2+nsJWc7VCKS5PoB3rhvEXiifWr5lg3Q2MfywxA8kf3nPdj+lR2FpJbxfaDPsmlUjbgZ2H0JB+Y/n+dQ3fY1UVHVlDxrqUqaSjy3ayX8u9ZEXGYF6KrHoW5PQ8dK880aNZNR3E4Ecbv+OMD+ddp4102KDRIZLaPAR8ORIXyD0PJ459hnPSuL0dguoBWztdSDj06/wBKXQcWnJG0CqyLkEkF+CeCM1UfmFfrWrJbQXHzW7+W6IcwyDJc9cqe9ZTf6ofWoO7chcfvB9KQ9TTnHzKfag/eOaCRrYDZPtUqHFyKjzznFPH+uHHvQWixb/6o/WpyOfxqvbHMbDA+9VtD+9B9G+tIfQvocGsLxLCrxxTgfMp2Mf1H9a1fNGMDpWdrUgksGH+0pq0zCcPdZX8N3XlzSRE8EbhnsRXpPh+/ae0MmyORVKk7wD970yfUZ/KvJ9LbZexkkgHgkDNem+EYj9huJSFMYmWMB++M549PmqupyvWmbrSKPMhMkm2RlEh+7vw2SDjPfPGOwpm1XC/MSFbBDjcMZ4x7fiemfaprm3aa6VmxtOQTy2Mc/dHQe1N8jcQzCSJlU5Ytkt3zj+maZiRlCuHdA20fK5yCV6jHGSP89aJAkSPHbnYjY3/KCxB/Ujj+VSiNWLTkQuVGSTIOW449enHFQM0kuA0SuoP3cggA8Dr+FMCNS0hUCUyuJFVDgbSv93B6c8/pSSFmx5n3GBAL9tvBUfpUiZThY2jKgEOAFx1z/TPerEJWN2Nu8nzhRNG8agNz0Iyd309qYiqvnSKF2kPkYxESQCOpAzjgZ6ep9Kl3faI41DyS/KT87htz7udvTjH/AOvpQtuFXZKJCQABjOBjpwe3tgYpbaxluZlgTaJMbiGHC467jngcduf5UgII0kM21fLjjL/MSx2qMHvnjjip3lMcoikKkYHGVwOBk8Dnj+dS3UDR7rYyglJSuwv8hAPOD/CDjp/WqsrJI+PmRHO4YAbBPv6f/WoGKzShvNkICgA7pRnIHA5HX8BT/nUNcGOEAv2+XB9OR/XvScyyIiRxIBgKE4/PnHvkelSi68lnDTJ93jgFRjAGRznp/LrmgQkoAfjciMPlIjG1mHJwD79u1O+yTSovlBQEwjYOQTyR8o+nr25xTxLLEBKJXRZG4QsMOBnHHTP5VEJXXlyBh/l3LgnAx1GTjOR19qYEfk3A3xzWzKg+ZxICoKnpkfy5qo43qzSbyRksBzsUcdSfwzx9a0JY8llWAbfl3RmP7ny8/rnqB1qpclEuFHltlcZ6ADHbgDpTEV7pNyBSpkbphR8pJPGGA9/84FQSQpJGrk4AbDuByM+g4wPw5wcVdIKgyRmNhyCPvdTyG9D3wM59qR1gyuWly6hlSQgYYev64wevGBQBVXA8xI5GkjxkuBty3OBnrjv7/hTDHNBE2+GQQ7tmWLLg47c7c5z6jnmnKrxuNzrIj8snzDn328g/mKmGfJCod7nrE7bvmJOSOmD0yc80ARPAsLMGJYZ+WPb94D1BAPQ9T6UQne37vPz9TtBCnP1yBx+lAhAEjRqRsOdy9s52kYOf0I96gVvLaQNGhiMQDbcHA5xkqc5yT79jxQBNIXSGJpThYmI+fnkcngfh+lQ71mm4iaQ7CCEcnDYznn37UiLIqJKruUOc5fO09C2O3bnH86n3yqgmJKEsVMu3Kk9PTPb/APVQBLFA0gZ4oVkUnO6WcIc4GR1OcHIz3oqFY9qKHzkgEYI6e9FGguURhl8YViRyyjBC+gA7/Smo3ksCdyv/AAqXZuPcYPNRvaRhsrLdkgEghlbj/vnimeQ5I8ueZdxOMovOOo6e9TYu5ZjYxGNwjbw25F38lv7x+XtSSCFF3SygpnCGUqBKe4GVqJreYYJmIP3cvErcdzgEH0oRLoqT9pQjODmMkbvYhyKLDuLE8bbjIQVB+c70bd6L8pz+FOKebMAHCvtzt2/cHpwwpVNycL5iZXkkAqq+nOcUvkPeKY/KguBJ8xQKSTjoT8v60BcVdxmbIZOf3eVIAJ7ZPH45pJ7mOCRoYrmBzGcEIxbdnjJB98/l06VDFC4jeONRHtBIChBjH8IGMk9fWkVSkQG/cm8ksTj5uON5GO3agNCQRtcSpCGHlDcWYjG5h/D/ACz7fWpA7bSFfdGwO7apyeOh9ge2RmmQKxCqkarscEAnBH1zzj6nqaknBtboFmYyB8ttfgHJGAcZ6AY+nvTSsJu4CYGeC0jiRmaT5gY9y5IwMFT83Xjp2q6blhiWZnlVyWeMbUOO3yjqeh6EAE56VG880dvcSLO5DBYiy5DMwOQSdvygqeBu4280yOWGKNhGB5pcqjyOmxCFGcqSRnPrxz60xDri5FxE0xIMsj5EYUE5656LtU/4Z608XLCzlDSsocp95lxkcAKSueCfwxTykVsxjulZXDEpC4JwGGTuOeCM9hyRyO9QJOYGWSPySypgKF5Xvkcep9eaQF2CVRMkwQpujdBh9zP/ALJyQQDnGQe3THFXNJ1ZtKvz5cKSL8ysFbLsM/L7Z/H8ayFiZmLR+ftHC4wzbumOucYwD/KplkDo8pcYyCIWjwu3GWIK8Dt70AemTWWmeK7O3vIp/KuFH7uZQDx/dde/0yCK5i98Ia5DE0UVnFcpuP7yKTeX9OGwRWFZ3dzpbk2plTe/Tbu83ng49QK3pvFWsLpt1FEGhvmicW7BhjdjAPI9aBmn4Y8P3UOrme9gktY0jDR27MBvYN1Kg9FyOvGcV6AANuTXBfD+8uJLDTLTUZpZdTTTTNOZm3OA1w4XJzz93H4VteMPFkHhbRzN8kl7KCLaFs4YjALH2XcDjvQBsyshJBI6Z684rhfiJJeW/hC4jto5GieVRKV58tCckn2yBz715FeeIdXutb/th7+b+0AQVmBwVA6KB0x7dPzrv/BXxGmvpYdF11TNczOIoLraoBBGNsg79Dz3zjFDVxx01OO0ewM0q3NwQlvG33pFJV2HO3gfSuklSE225XaNnb5lP3fqPUVseIdHj0eWIwQqli27y0HRGPJXOQcdx/8AWrHkYRMBEqlggJwDG+TwV5PJ/p7VKVhyk5MiurSK7s7m2uwZYmi2MqfK3XPccYzxx+YrzK+8OXeg63CshEtqz/JcRjKspHQ+jY7GvUgzyCWNFMZcZbe+CcepHXJ9ahvo1l0e6UGMM8T52qFBwDgevr1oYRdmedTk+YMfK2MDaPw7VBdSGRRuADA4znJP5VI7MxxywYdvf/8AXVaVdidcH+6etZnpELclaT+I+lGchaD94/SgQdBTlGJhjimZ+X2xSk/vAc5+lIq6Ho/lqx9xWtokEeoXEjSy7Io3UEDq2ffsMCsNm+VgPan2N9NYzPs+ZHPzLnGcU7aGc520R38/hqykw0M7op/utuH68/rWTqngy9ntWW0uIpTnIWTKE49+RSWGryvLF5bN5Uhx0yVPoRXVW95MnyyRKcdwetYtuPUlSclY8obTb7StQSC9tpIJMZUMPvD1U9D+FereEI0i0G3lk3fNI74GOfmwMg8HgfoamuJbO9gMF3bLLEedrjofUeh9xUsBtYLOC2hykcKBFyM8D1Pc1cK0W9TKdJqNkaJmEsyBZWc7iRlxgHp94+2eDzxUXmLEm2MP5QO1mYsoPp0OARmoMCUPt+ZTkEMMrjr/AC/lRIMqiRDdsXcCq5/769a3Vmczuh0rSqnliWNmfA3IoyGx0DA/54qAqZAGMkgYrlI8YyO549vb3pZIZUidNx27MlWXnAOP8KiERZGEhO44YZ9cDHf0HfNMQ9DiTKw7lU87RuBwOOR6nPFSh447oPyeVYMQAQwAx2+nbHaq9ykEmGt4bheBtErBh055AHpmkZVkTYLmA/MGBHO047n8cemc+lAEiNFPcYklkD9SMbsjqSD6e+Kv2QMFrJKB+7k3SZbqUUgLn6uR3P3ayWu1tPMkdlkigAO4N8vHPXrx29f5x6bq1xqukxyzRD5ydiodu1RwoIx05zx3qX2Glpc0GMjRRsxJdn9co564xjrk59qgYiSNdksjtvxuYZxnn5cnPamyEbA7Ku4/6wns2MY9P0z3pjskcY+cHdwdq5GR6nv+VUItvKZJCGhYbstHj5QvYkZHPOKltt/3BIGDoY41ZgCMH1z6jr6frU3tIPLMieYcKEcHbj3J7+wpwVZI/wDUiMsAuSxA9OTx6f5NMRJuIjZFj2biVYqMEDG3k+xyKmFy1q0coKhj8u1wCCDwSuCvBAwcD/61VSkbGQiO4ZDny+QGA44bOf8A61AjaSNhkqp+8PTn1PHBI+ntmgC0rRTxtiCTzFYqioxyQfbv/Pp+NUt5kQDZ2g7nbcpcjp8wGehPXHGfWoxGJWH2hpyiD76orbT1JIz096dvlEImWcB23Od7EMSeo3DoOOh/HimIrtITKiho/kYiNWPQ4zjd06fTP4U2CYxRqrwSIXI2uoyGye4OQ3T/AD0p6XfkKu2FhxsViCzHg9scqQQMHt0pou4beNAbZACwIWM7Rz1G3OMcdx3PSgZK20RDb5ZAJXEgEYJ74zgeh29u1DPM8ELywyG1X5FZsnA2/d459Mc9vwqKS83SpKh8kync2JvlcqchssQc8Edfx5qK6NqL9o0jebdL+7hXfGwJPQnp+vPtQJkjTwMFaBmcBQVUD5oz9dq5PPuOKV5Ym2lWnYFSy7xnnPJBB56HNG5pEhLKipGGxgOCGP8AEzZPXjj26ZplzG4UmRFeUf8ALRCCFHZcJ8uOvT1oAYU+WJklVHIKbATkknnC+n1z0qVGWINHLDEUdclynTHAXp65HH9KhnjkY7pBGNwyJFmGV45BGOnTjtnND28uZHDNBGAGDSxlRgdDnuST2FFhEU5AlIVSCOD5iAtkev8AL8KKnjkutgCxOMdTEpwx9eOp96KAuQvNCzhNnHUBQWbj8BTDcAmSURQIhUJ0HX1yfbvn86YCUQI4GQ27ckpAK+uR+P8A9arFrayTysoDbdpdvnxuwpPTOTn1HtQUVyo3x4ABc5CgbMYGKl3AkSCJYcHl2Yj8v/rHNWdT0W80q7Nu5jmKgMsls+7gjIweKqKkkZ+85foACDt9RjnNK6FcfG3lTqFaMkAoHAbb6D0P50w7FneRSc5G91YZLEdc/SoxM6uN2VQE87eP5dKkOoXLzIftO9Vwy71VmHOO4JpjI0AjVl3MFPy/KOOOR0/zmpfOht9glCyIVHmIGL8ZzjP4dvTmnqrGUs8USsFBxs8sDB6Hp+vpTTG0iMViL7G+cLkhTjjGBgDGcDPFACLv82cofKymDvUFcNghSx78DBHXHvSbwoSBmluAuQIkXHzE8kDOT+P09KeylzMXhlSN2GWOCCegUkcDv05oiQuYy0ckqBlU7V+4BzgHv/Ide9IBGkt9qOJDHOvybQgG5e/Q8AcDGOe9SeZCWt0Me7aBu35ZXOcnI9On50QMkUbEkosmVB3ZYY55Gee3t7cVFGVMjnaxZht8tMnnsCc5Jz29TQBOpW/ld18tZGb+FMgnPzEjO0dPXHFTQmc7rguUj3hjIflBJPQjAJ5z09KgSOONoxMTlQHCeUM4BAywH3uQOnJ/DNWo1djsEMgYAtmP5ySF/u5OO30zyO1Ax0UMaqCGyAWBmgG4A9cYx1HfApAojClE3qpVnDlcqMkdf6f4VKLeTyGmilhljwyokIIEfIG3PXH481ahsBMZXaM7I0/1g27QR/tDtgdc4pXCxVdj5iqrxJkBlYrjBHBzz6/ia0D9oW1VLgRMdoG0ygvjGWJH0J69j3p8Ng0cPmKkkrEgoNm35eSGOVHy/wA8/jS/YnnuBsSV2cBn+UDHHPXk8dDn1pXCxqeBbeYeKJb4MjQf2f8AZmMZyEYTb0X8masz4y3AN9pNrjGyGSUn13MB/wCy12fg+xa2N0sm0tlMuAAWOD19OMcVT+J/h/UNe0K1XToEllt7gyOp4bbtI4P16iqQM8CZsGmE8hhwwOQfQ9qbI9MD9KYI9m8Fa9beJvDn9i3xH223j2EMeZEHKyDn7wPX8+hqpPatFNILkF5Im2sq52jH97j0PFefeE9Q/s7xZpd0ZCiLcKrn/Zb5SP1r2LXbaaO+iu4n2DGyQjHGOmc8EdR+FJ9xnOPbbmULHvUnARxtIPHORj3P4ip4oEUO0Yj3YGMjDMP5d+fpQZHxg+XgneC2AOT7YBOc/wCRRFJumRWjiymAQ3zfpnHUdMj0qRHkEoIYquFxlQCcDrzVO4yg25yc9xV7U42jvrpF4ZJmGB/vsKzjHhnJOcdPasz0YvQYBgClICt94Nxn6UH+GlkXYy4/iQNQMjPCZoY/MMUEZU1paRo9zrNyYoQFjT/WSt91B2+p9B/SjYRmqjSsqIpd2YBVUZJ/Cuh0/wAH3kzCS8Ito+fl+9IR9Og/zxXYafpNnpEWy1jwx4aVuXf6n+g4pbi4WMdePasnUb0QnFN3ZVtrC106IpbRBP7zZyx+p702W9WPgVRutQODg5NZjTtJ8wJA9DUKF9WPmtsbDajx8vamx6oyN82MGsoOw69B2qN5Pc/UUnFDTZ09vqeyRWX7p6j1reGy5haWMgpkcFRlfx6+leewXO09ePWug0LWVtLpY7libeTqw52kdD/ntVUpcjt0M60OdXW5vyqZUyPnjz9wyMTgdevQYqJ493mLny+4A4/DJ69vyra8pJIhOjeYpHAU5Vs+hHWqgaaOOaNosoOufmyPYlenbr278Guu5wmc24SE+WrHPVowBgde/vS7DPEXdgCSvyEjDYOcdc9qvLHBE6s7kK2FEn15HJHT8Pr61iahrQZxa6cvnXzZUMoyAOv0P1I4pOVioxbM/Wyb24GjWO55JDuuH2geWg5I4z14/T1rXjtoo4Ui2ERw8JsQDC+mT9P5mk0zS106NmkiM1zKQ00/mZyeTj6deR1IrUeFlIVipkwWKk5PpuAP14pRXVjm1sjO2tHIGyIiG3bVYrj6H0/zzTUtzC+EJ8x+GOzD7T1HHXIq4yGNuGSOQqSY2VQT9MdaSRW+e3CnymPILEKNuODyRnB61ZBVaORiI1GAuSAFySPr14qRBFtXzHkLY4VcknJGOv8AOnmNI5ztZSi5JmRuhPufcY/+vTFt/MBESb8DO5jxx1Oe30x2oEJKm6NnZQVjAViEwST0J9DjuOtJGsJ3eZIh3qGdZ0IP/AXGcfXGKSOBJHAdQ2E7gkc993aiaJS4JO4SckK+7HQkZxkn2xTuArR5LTQD7Oi/IrMSSMnIOe3HXPX8aRkK/M8kYLZYPgkSAHBAAAGM5HanRSLD5kUEmGlxuKsRhc8E8cjrUYAUndsEpb7mWPT7reh/A5oAhaa5t5YZLe4lBC8NsIYHsOTyPzxgVHA0AWQyI5cY27ULDnpkfTnPByMVKUiMjtzkZ2Zc4HqSevXnj8j2jBMPls/l5JClc7vlyCecYx+PBp3ECBJZCBbGadgqyOnyrGxPysDnbz78ZzxTYGaElWVGAcnEgBG3rtABGQR7/Shljkhkk3ZT+FV7ZJwD1z0/XqelMaQNLhXfGT1AJYY+ntQAoSNlAkWaMEDDJIVT37cdj196ijMeGjVg+DnfDMu3GOnoSP8AOKtGApEJl8iU5yQzDBA56Z5znt0xTJBOlu8bG3ZCdpJVSVH1x8p/DPAoAFmzDtjIyxKMXI/A5xwcZ61VDLFIOphwMiNgnvj0J4HHGfrUtvFC0bxuOMjc4JX5Rz1Ixn/PNTvJ87rsJiZfuOQCnGBgZ/pTAq3UcLTlcSOU+U+bEuR7cHGKKcy28rFpAsbe+4lvc7VIH50Ugv8A1Y0BpbiGMJaySFWIVd3Jzz0PXp9evXNQwC7ikNuLIwyyqFVYgCAO/GRjvW5H9jjUqFcJjkHdj8aspdwblVZIuDkKOAT36isWm92aSS6GDHouo3J826mit48gqFO9+vXI4yec88VtQ6LYRxgG3eXHUyt1/Lj9KnjvEzkPEdxz8rDk+vWpDLgEArt7cA80KKWxKikJFZWlu6PBawRkHI2RgYNE8Vvcq0dxBFKu4EAqDyO/t+dKZnUEggqewA+tCzA8vjGOmBQ5FWIUsbFWINha4A5/dKCefTFSGxspQS9lbj38rqPSpUkUHO0Z+menFSb1wDlcE9+MYqOdlWRVNhZSKu7T4PLHQeV0Gc9aadJ095MiyhBwQcL09uO2Pzq03y/KGIJwMkcj6e9OQmMDBA9zjtRzsLFRNH0eOMRi3iOT7jJGe1TDSLKN0lSKVHXiN4pSu31xzxxVnenQsDgcd/r79qralczW+lXs9mwEyQOy8ZIIHBH60+a4WsQy6TZLLJ8pjXIaRHZdo98EccemOPzpg0PT5nMgaTe2MFD8rDtwDtIPcEc14nc3N5JdS72RmZt3I5Oeck9T9a9G8CeKrf7La6Les6XQJjt2x8rqeVQnsQSQOMEYqmmlcaszrZtFguMlCECoEUeXkKF6Y5+v86naxmLCVJEE5XBeNQMkdCVPHB/D2qPWdesdAsRdX5Kc7Y0CZaRsZwP8a5SP4kKXDXenIIWGVeCYcr9CMGkm2TY7bZcKE2gllUZYgAk+pyeevoMe9TiTavlriNUHyhjj64x0/KsDRfGula3dvaRpLbz5ykVyoUzAd05IPuOveuls7eW6fyYVVmYnGwHaoPQnPTrzTCx0HhmBxp7zyRpH5z7kAGCUHAJ9+tbDqMc9DUKxSQxqqgbVAAA7AU0yk8NkVouxBw/j7wPDr2kr/Z8UcN3bZMKqFRXyeQxxXg2oafd6Vdva3tu8E6HaysP5Hv17V9VyFW6k/gaxtb0DTddtRb6hbLMi/dJ+8n+6eoqgWh8zBjsb1weR9K+iI5TdaVZSyrkvDE7qeTyoP8+aqWvgrQdOLi30+EMysNzkuxBGCOe2O1W5mIG1OABQUiu0enyszDy5GySVCkk54PFZ0t7aR3MY8i2Ebg72JYYbvk4x071GdDiuLlplubiItISyptIJ+h/Okl8NRSyB2v5yVHBIXt07VzNy2FqeSeICp1zUSAApuJCuDwAZGI/nWTIOZK2vElsLTX9QtlcyCOZlDt1OCDnisd04ORnK5Bpo7oX5UV2/hzScbjj8aew4U0hGWplFjS9Pl1S+jtIMB25Zm6Io6sf8+lemWlpb6dZR2tsmI06nux7sfc/54rF8IaeLTTDduP31zyM9ox0/M8/lWle3gRTjp37VjOV3YB9xdBFPIHHauevr5mYhTmmXN88p29vpVQBj9e5NOMerIb6DMMx3Mxwe2KlC/KcDGKf5W9c08oQQB3qZSLiihI5De9QGbI5qa8aONiM/lWfISxwvAFJK427F2Io4xn8Kl3sysoOMDjiqMW5QM1o2USTXSrISIxy+Djge9Jg2krsba6vfWz4triZTnpCzDP4CtWPV/EcyYhl1F8joA2D+OK6q2vrGw03yYXjiwekQ8tSvqOefr61PFdRTIjNIDhiNoILY+ucd847VsmjhlWV9jl4NL1zUn/0yaSMA5LTy7uvsMmuj03TLbSVBA3SNnfOxG7PpjsM5/L0q0t+xj2lQke4hmJ/h9M9qtmSUxxywxs8fBDRqMcHuR396tconUb0FUtM+4Lwq7zl+fqeOn+NQv5cmColXudo69T26496pzahKjMqkAux+Td8x9OvU1etJZZA7GFWUfMzEHjI9B6VSaZBCpTGDKxOeCScnI5/zj+VSNNC67mZGVjl1ALZb8+v4Yp0cqbWZFRvmxgd+Ogyf8+9JIsTRf6kqwGwSJICYwDxnjGPfmqAbtdwW3qvJ2qWIJ4x6Yzj19qhMLT7dqKNwxhm5x6foaeyCIOChMRyoKZLE9sZGabLbSRQqsMc5ZVyyPgEHtgDr19OxpgRRght6pgZLDYx2v65weKZ5DI58sOpJ2kFiOD0HH8j7VaURpI8QMYO3CO+Cx9uO349hSNHO8ZUlCTvVwApPY9zx9euaVwKLxBVUEKSoBAO7oT3Xt69eakEAcMSGlydm4H7o9h1H1wRUj24EZEez9224IMKo9PZvyqIJMbgKqOuOQTlQzevH8Xfv9KYis9viYRvmJh83zHk8dv50k0UknD7gxO52Zc5J5JGOOtWp/tEaMFDxMQcuA2T0I3cYHbr3qGCGZ4sJbyPDJgsxj27mJ7Edee/qe9AEWf3QBkEu4EgsuW6/wn8KVYRc7CgdQ5w2Fwc9uD0b+fb3kBkRnMkLRSJLtUrJsAPHBGOT6c/nUbSiRCVgRAc4f7464znH5j9KYERijclU2ZPJKrwCOe2D+I+uBQkbl4xlYiWO0g4V/YE9emOeeRmpEumaIo2Y9zcN/D6Z5wSOPenBreONmeXy33fcVdwYjoc5II9qBEUKcD52Gc7PmG4Dpg9u/U8fnTJIsEthmYPynAUfiOnftjpyamd4otpaQlWUlgiZGD64PUf59Ka0cMk0DOoiRk4dctu7cnHFAD7Zo40ZdzxjdkKsox+i0VTlVN/MInb+J+f89MdaKYnFXNaOzAcShcvnduc7jwfrV/ZcMpZipz1GMCpDAI1yVywGSxAA59cdKjMijjznBHXHzVlc3sOT96SGjUNn5gcH2pxtYwoZ4V69sZFNiDvN+7uW4GSGGMZ+vFP82cXCwFwzkbshOMZ9fWgOTzHRwRlVPlMgIzgttKn8+tKbQEkB3U4xnc2Qe2OoqysMnTft56EEcU4wZXkggjkgfjxTJKLW8ipkTs3bIYH+lQgS7s+ZnA4yq/hzWg+1W5PzA/wtjNQTOi/MFZywGXBPHapYCR+aOrq+OuFz/WpAzgcx7M84+YUsRjZflIPPBzn9PWlKFTxGpXJ4wc/nmjQYwTTgfIoVe4JIPFZuv662n6WzbR5syskYJzgkYJIx0AP8hW0NjEbVZcfLjpnHrXmnxBuymriEt8sMKjGT1OW/qKEk2DZz+2MEMfwFI0vkncrlSDkFTggjoc9qyft7bieWY+tBuGdfmNa6El27vHuGEl1cSy46bmLsfoTVJyrRj5vm27o40bhRnufXOeKeHHln1qCCF5biKCNQzyOI1BO3ljgDP1NSWdtovhCO20XTPEN7cPPHNIJFhhG0R8/IWfOTyp4GMdM9a9FTxbKbhJbZ5LVmILtHJ8jH124xjrwcis/StCvNI+F13bX+PNUtOkW4Hy13qdv1zuP41z1tdQwmNRKhJ7E/kT+VZz0ZhUk72R7rpOuJqumxXQ2hmyrqp4DKcHHtxkexFWTKshxxzXAeBroHRZl35C3LFeeoKrn9a6yObuCMVqndXLWxeYbW5qtPKFH3T+HNSmXzE5HFUriTCnPamNFOachifSs6acPk9Ce1NlmbecnJB6mqVzPGoDvgH0HP0pXKSLlhMN86nGPlOT75/wAKtiRcEfLntznIx19q5yOW4WF7iPYqEdGGSSOw6euKnEt2EG6WAk/whTz+RrmnBttlXPM/HKgeMNVA5y+cn3RDXNgbQQB0X610XjPefEt4ZAAxVWwP+ua/4VzseQOSc7cc1S0R1Q1SImHyLxUltbtdXsduvWR1TP16/pTW4UA9Qe9b/hKwFzqzXD8R265/4EeB+maG7Is7OKNvKCom2NVCgYxgDgVi6uMHYM57ZNb01wsKdPl6CuV13VE3LwSRz6cVjHcl7FHZhh0AqeJFzzWMmpq7YOVHqegrbitZFT5iyyYztIxkdutaydkRFXY8r2xWhp+iXWpQSm3CZRerHHXsPfFUhyBwc+g713ljLZ2dhFbieDKj5zvAJY8n/PtWG7LqS5UeV6zZzWN0be4iaOReoP8AMetUYY9/Fdz8Qxb3FpYXMTKzrK8RYMDlSMjn6g/nXH2cfzAVeyJjLm1LEduFQZxxXVeDrJW8QIXCFVhckFQe2O4965/AXA64rvfBNqAl5dsoP3YlPX3bt/u1C3uVN2izoTYWshU+TDlTjb5S5GeOPwzUJ0OwZ/MeGL5j6EHPp/8AXrVGE+cZOM5H86hkcNj5cN3Kmt7p9TjsUn0azcYa2j2bfTaf0NMu9EieKOGKd1RBuRkYkBvfPbjpWgBleWznsTzTlCgFtxwQeg/ziiwrHGxN/Zt063LZnU7cP8vToV/xrctdVtZgRKQhB4Y8A/T+v1rQMZY4aMOMYAYBkJ+lUm0mz2ArAqStwzRBtp7/AHQ3A60J2Fyu+5M97YyKScGLOMjAxjsAfX0702CTT7sK5hQM2cAncB9ccfh7VVOiWzXG94XJGVDJKSrd8Ecc+2DUn9nKrgq7xscpw+MA9QOPanzofKyydPtYyZG3MGyd7dx9fb1/OoW0+3Z18tyM8HJJ5zxznjmmGxZohELqWPByGDcjtzxz/wDq7VElhNG5IvZCQM5ZeDg0+dD5SN9EXJMV0RkBSDkA/rx/WopLIWcRf7WXZQQck5bPTGT/AImrE2nTyyFvthRsk5CNgZ/Hn/8AVSLY3ccIjW/EjqNqs8eWP1IPP5U+e5PKVTZXkMZlU+YGO7K4GcdDg9M/XFQLKtzEn2hFlbdt3AuDgngNztwOQMelSnTtURCIbi25XBMhZm69uP8A9X0qs+kXscu77XHGWGP9U8u7PU9ARSc30E4voEqyW8nl+WqOowSvzAk/X7vHHvUcsjpHmRXMhT5cHLKc9MgdAOcc9vSh7K5D+ct1DKueWG8bf97IyOw5x071PG05jSBLNLhl+8S/I785OR/nFNVNdRWaZFby9I5QmJl4Mihhjk5Y43dfY449OGAM0ZgNusILDdI0oyM9CC3Kj6dadbwz2sj+dptzKW+8cNt57/KfT+VTJb4lDGwmCEB1USgDB/h5yV+oH6U4zT3CzFt4YkeOQgSOpbcJCVIx1wfuEdeDj61ClvFhylxZhgNrw+bgqD0IzgMfXPerL6dbPbzJEzRO+CQT8uSO/A/kDUf9kmOMGC4RWTOcqwDegyOn6/0qroLEZhjWN1u3UPHyqbFGPTlsA4HbH4noIIo7ZRJKtw3mPtwAhjPu3lltpyPqDQ9sFuhBOzlnXBZQzBOeFJIGf6VG2nlJstcQkA+u0sSPXAA+tO6CwS4aQlBOAOPljGD+Smioo7WVIwyLG28bi3mpkn3z34x+FFO4ve6G4ryqq7GYqDgDdn26frUGoLcm322s0MTE9WXnHscEVEt2UCgxDHQEMRn2xUM87MBhgGzn5V24PsetZXOn2cmxsN1LBujlk3TdG8tdufwrRtro28bGYSAE8GQ4/H1zVOzgZkLqrF92R2A/GrW1XKscNxzleD7ntTCpK3upFwapCUwFYc5ABB6fjTZtQTzyHbBPGQM/5+tZ7RvIMom5ARhjn/61V1R/MOG2FSeM4H1xRcysaTX0asFEnOQdxGf0pwuNzqQVwMAk+n9KzcJGQZFU4PU0kl0YgwRRuyRx90Z/metAGofLKmQbkIPJ3cHPT9akgvCgKklhxyQf0rmvtRSVljYkEbSducdse1KLlzkM8hycnDflSuOx1s0r7GaNBI6gkJ/ePYZ7c4/OvBtc1S41O/llmILM/JAxjHGMdsdMV65ZTyZLblHTAByR9PbivPvGenW1pqqS2+f9JBkZPRs4b6ZPP404vUTRyca+W/z+mcVfNsvkiQOAeuKheAMct06/LUYaUpsDM3bBOa0EiTOAx67RmtHwnpr6v4lsbcg+UsgmlYdlXnn6kAfjU+j+F9R1qEyxII7b7pnk+6cddo6tXe6Tp9r4etgLSAM8igTSk/M+P5DPapbsUkzpNd1doNNaB0WRZdxcEZGAN2CO/IFcqdWSKMBtSlAHG2LbF/6CoxzTfEGrpLHB5EjJMHyQQCAoBJ47j2rMS5nj2rFJFEP4vJtYk/ULn9axnqzKdr2vY7nwnqUd3eTiKaeWLy+XlkZwDkYxk8d67EbkjznjuK4Tw1dvFYB5J3lldicyHJx0A/Q100Orq4KOccVrDRF20Ny2udy5JHXjBzkUXB8yNiP/ANdZkFzEr5R9ynqPSrhkGCAcg1YjCvSUkHGc9eay3VpZWfogPQ98Vv38KypE3dTz71hgb8AKSpI/4Eahuxotinel5p7LT1k8vzn3ucEFQDx/U/hWhITkbTtxwO+MdBWVaBbq+vrp87QPLj7/AOeB+tX2uVRCGGWHBGMGslu2M8/8bZ/4SGQ93hjJz2+Xn+Vc6Mbs9tvHvXR+Nyh1tShDKLdV4HTG7j9a5hATtHT5M/WmdVLYYF2qvIweMA5xXe+FbcW+kCU9Zm3n6dB+grgnjEqBVI8xiFBB79v516QQtppyQJ/CoQH2AxUTeg7NaEGpXyNIIkwfesk6Y2p3McMMTSzSsFRF6kmpVt5Cxbu3U9a9O8D+HodHtjrV443vEWUEf6pOpP1IFKnG7M6klGJP4T+GmieGIU1DWFt7i+PeYgxQn/Z3dW9/yrW8Rnw7r9tLBcSq0seQl0qk+S2OCWH8BPrwcVyOoa1c6zfyXMjFIUOI0PSNf8e5Pv7Cn2X2zUbu3tLWEyXGNxJOzylzgsW6qM8e/TB5rZyv7qR53tnzaHLaZp5XXoobmMqYw0jIw7r/AEzjnuK27/W7e0vRZyQSytsV2KbcLnpyTkk47Vr+I/DXibToRd2Fza3cUQLnFoBKM/wYH3lzzkAN69K8p8nxFd62Ujhka5fO98eYW+gHOe2McVHLy6HYnz6yN3xZPHqdhEkC4khk8x0bhiu0jj865SyOWzmuufwl4juF2Xej6gWQAiVIim0jkkHtWd/ZcLnbKJo5uhlCryfdRx+WKiTdtTWCWyMtSZJgoBJLADHvXpun6dbWtjHFMh3gYdg5wWPXkH8PwrlNA0aS21tJJBFIkIMiPklWYevQgjOa7LdJGAJGj3ZBPHH9c/TNOmupFV62LCwxrwhlDDjO9uDx0zUqpuYFpLjkc4lPB/EZqIsrSAYI5+uO/f8AlUgfapALAg4+Y9RWhiSBCuP3sxBGMbh/LFKzHBzK/Gfm2D/Cm7wMsUZT/EVzx9eKZM03kIYkRmZurvwB/jT0ESs8nH74726NgAD146dKeGZhxggfxbNuc+uPxrNu9UtbO8W1lEiu6ryRlRngZP19K0cjkqy4z0yP8c0WAb5jMxBeLABAJjyD/n/CnAAbPuoh+6BkZ/xpjkujKsskZP8AdAH6HI9ulOclxtONo6DAJH+P40AR3HnYBjuY9vAG9N3Htg1JG07DDizdSMnCNwKcjPEoAwB34HP0FNRPMcqykt36j8RTshEn2fc29XPfAEfB+nOelV5UukLb40IJ4y+M4/XtVlLaJictICndRwPpRJAgkBjkbJ6A5OeO1JxQ7mTF9timZ7i6a6G4fum2Bk54571aEsiEhrNgV5DLIox+HtUhtiyjbg4yVX7pFNewn6LIVX+6T0+npS5UFxkxMrjK7AAeXA/EZ/8ArfpVaVZISjIkkq91VMnrzg/TB9OO1aaWcix5Z2zjGFIx+RqO5g3ENHKVYDG0D/P+TT5UF2VSAEAzNjAP3Tx+XFMKx7lJkbA5IDEZ9CeKvm3UDC73JHHzZI9cdM/lUbwTk/MNwByMjOf60nELlCW8trUIZblY0YfIW4J4zkcc8Yp4dJk3xsJAO6kEcjP+farRglC/dPuCc9fqKqmGHJ32sb8AZdVz7Hp1pcoXFleELuCB1I+6WG3b3HPT9ac7wqisqEjAIAOR+nQ1UaG3SXiGOPjPyLtY447U0QKsykQE88krv2nscn/Jpcg7j/t9v3kDH1Vs0Usb+SpX7GBk5P7sf1FFPkXcnmZAYm8r7u7J6gjH41EtrbxEmR1bkfxdfbrTlmOcbsYGODjH+fpUZkCkkqAx4w3U/wCfpVlXa2ZZdYVUBQAFI+7+fFRSyFFYgHcG44+7+PaqbXsYXBYDvkj8+O/51SbU4vljikVcjp06fypXEaE1wGVSzqgPODngEfpTEaFX3LMq9MANk49Mf1rMWTzOBIJA3zE9c456Ypsk3lANCUBIBLIM578UDNO4mj8rbGGU7gRvGPYY4+tUpo3kBdeAMZHUfrVYXbynG3anAy4P1pXYk4VpB83zAHPXp9KAsPKxLywJAOOpHHb9asWlk85JjTPGQCc/T+VLbWglkYzM2yMbiqkBvpk5rooVRIkACqAPlK9x16d6Q9jMi065B3tGFI6kHOK5DxpGZ75ihytqgR2P945O0fQGvR4yxmSNi6c8noAuep/DPNcFNqukXl9caUxmS3Mjn7R18xyckke/SrgtSJPocFs7nnBwK3PC2hrrmqbJh5dnEvmTkNtLLnAUHtkkDPYZq74h8MpZizOnCaZZwB06ucADHY5PSu78P+H4tCsFtwiy3DczS4++3oP9kdvXrVS0HHUtiGCLZBChRY02Ii9FwOAMduteR+LFmi8V6nyUYy8bSRjKjGOa9rZAoKBcYPBB/L615V4y0528SXE3B85VdVCElvlxwPqprJbim7akFwLX+0JJ4JZJInijby+dsTMgLAFjjrnp71p6TZT6pIVtkTC9S78LzjJx/KsueBIF8siIyRgI7JjaSAMYPfg4PuOp613ng1dmkZZDtllYq30AH9KVrmXPGVXkSKlzG9iwtz92MbVZDjj1qS1vpojh/wB9F6gfMv4d619StEulKxL86A7QBxj0rjLrckqkEgg8EGldo64pPQ7C3mMoMsDkD610dtMxhQuMMB+dcbYOVsI5JJVUyA8k4zzwPrW5YXrH9zIdrDqDWsWRJGyczIcdO1cjq1xLaLKqMysOFwcHmunjnCrhT36+1c14jhWVoLoYEXm+XK393PQn26ipntoEdyvpym3tEUg/d3ud2Ovb9RUzuSzFyD1OeoJzk8VnX+pLbx/u4iwB6oQAB6dKrJeJOkjgOSkZYl5Dx7Y/xrNNbFW6nOayVuZ0kYkEg53djjjP41gL8ssYOchSeK2L25LW5gI33CNgA8B0Pp9OKzHhdYd68PtIPTgemPX3qnodEH0RNo0An1S1UjgSbzn2G7+ld2sU99L5MEZYgcnsPc+1cx4JtBfa4kJbBCEk+gPX9M16PPDbaQuLUbOMljz09TU8nM7sVWolojY8N+HIbS3Wa9hjkuA+5W67fTFW/FuomDR1tUO17qQLn/ZX5j+u386rafry3dum1lHGDg9TWD4rvjPqtrCG+VIMj6s2Tz9MVq7KOhw1G2nczprgW0JcqzKBux2P6V6V4M019N0ZZJ1/0u5IlmPpxwv0UcD8fWvK7Erda7YW0mfLaQNKPXb838wO/evWY9VRVyWCrjuenrmimrK5nTj1Oga6EUbSyOERASzMcAAd815r4j+JVwZinh+02sflN9JCC5H+yPT3P5Vh6v4yvvFCTC1tNujxvtV3baZsd8Z6dOPpzkVx02rpcSJDGzwyFuAYiSfoaJyfQ64QS1ZtXur6vrhX+1b6a42H5EcjaPoowKkhSRUG5sCuXS+vLa4ZJW/dgZRimzI+laseqGTAyfesJRb3ZvGaWxoxzeTOGLNHn/lqoJ249QOo+nP16V0cTzyxBZkRZCivlWDLIh4Dqw4ZT6jvxweK5VZlkGM4+tathe/ZYTCkilWLSInoxHzbfqMZHfAPUVClyDcec6WIGOHGMjB68Z/D/GpPlJO1iMDjAx/nrVKGQyxZzycZbHBx3/nVlVAXDLliDndznPFdCZyWJN/O7fg4HKjnHTNShVdcnqRkHPJ/H6VUZlhXDvlwcA4+bH07/hVtGXYMDAbpjPJ60wFlVZAhliiYoco46rk9s1WOnW0d8bqNCkxOSU43Huenuc+tToGGWQEjJPBBz7U4M52/dKZwQDjGO/HQ0CJjgxkBgcjll/8ArcUwMY2O0Anjqv8AniqM1is19FeNe3ULp/AH+Q+vHv39aujC7ShIUc8ng98kYpgKm0sxYrkgsUz79R7c0EKg4XjrkdfSo9uEwWZkVvvLhepyR3456dOlSjHlgjp7dPekrhoORSWzuG7PDenpxSO5i+8OOpANKDnHPJPTdjJ61H5gDZ4YA/3s4/DFMQ8TYbJUjHXAwfzp3mHadwG0k1CzqoJQK3I4PP0NJ5pRsBQhAAA9fpSGSrIVYqgJXHGabLMxI2hVI4JPf2qMTDaFxhm5yPWo5SFQEfKTxubHHH6HpzRcCUXku0bVXA6hgBj8aa1xKPmCHB7hdwGO1UxqNt5rQ+bySFHXB9eanDiMKGYgkE5Reg7UxFlLr5SuCWxgDFQzNFJHtfG4EnKn7tMkkcncdxUt1K4x+OeahluI7aISNOIk6EkdT2/GgCbIByzEDHGVXb7Z9aZ5ijjy4+nULjH/ANaqn2pGQyK6lM4O08YqGO4lkjZpE8sq5UKw5wOnbH86Q7F8M4J271XPADY4oqGDDISFG7PzYBxn86KCWzKiDPesuAVxkknB96leMbMbSAechsc+1QPIzFTCG+YBhggdO+O9S+btjDMo+bseevT/APXTNJKxg3MUplI3/wAXtnNRFHRf3m/oW6ZNXJ5QHGwht3IIGOnPXHSqzFpcruPfgHr+GaQkRRNKrHys5YHOH5H+H1pfnRiWw3Bzhc5JFSKrRAuGyegAycetNeNl2qAAGGR8449P8mgLkLzPt82SQMD1LMTg/U0CRSV3FyzHrnaD6H+f6YprW+4A7sN1xgDvjg55PfjNWUjZHXcTuUZOw9MHigC7YJDOY2kBxnncDkn/AD/nFbqZVIwHGA2CM43HGOcD15rCiXI3cg5JGW56+vfir8BkhjDtIxTPIBwQP1/lQBa1RL2WwnS0lJIgkRIkCnexGBlm6f8A168ljhu7u9NjbWFz9rLEeW0eGU985+6B6npXrZ1CIMqsy89QMcgd8+n+FX45RKoHnCWMgghWyBj2qouwmjD0+C4s/s8V0vmTRBVyMsqcH5s45xj26963xCwHzbWYE5OcY/zx+VOEEPmcqz4HGDx9Ke0hIUFySD8pbtnofyqXqMjaUpxu27sZBOOv/wBaua8RDF3buqgvtfBzk9Rwex4BI/GugkkSIyP0i3YLNwOff65496ztStP7QjMSth4yHXJ+ZDjn/P0qJJtDVupzFvp9lq0lsJ0mMiOEcpJjzIzxzwSCp4z6H2rtLcRRxx26IojVAiKo+6P857VydjHdJq86MouVhGDHGVC4PIy3HIxnHuM810zvIq58xhltxGeCOwz6YoimtxWje6RPDKTe26xhtokUszcDrx9a5HWI1XVLlFHy+axHtnnH61vMwR/Nj+WRSpVSw65/lWTqsCLfyhQcFs5PU5Gev0psuDsx2nwmSBJHnOACFj2cAZ7H3q3byPEgMhYlOrtzj0GapW5m/smMFwnBXk9csT/WrCuiIM/OG4B6/wBeMjincT3NaG8G0c/Ljnmr8cKXEJ81N8cnDKe471zem3UZvhCu3a/C4OcEc4/mPwrqUuWUCNETYRyz9Qc+n0q1qLY82uZuH2/NGpwMjPFVEkMce47hhvmGc96kn/c3EsTZJSRlOOgIJqi8iys6f6wqQuGJAGfyrnS1N07RuVtXyZQkRUyqu/cWHC44/HtWZ9uflZwHYgKSeuB/Krs9wpSWGVo2cEBW/iBH68g4qK4tfPki8mVX+U5wMMPwrYm7Op8CLKbrUL+0wYYLYLOHfkZYbcDv0Nb08jT482TKjnrWX4DdYNH1iQ4XdPHEQF64Rv8AGs3xWzw6UsYc5mn2HnHygbiPzxQ+xLs5NnRrNMkayQeo6dqkmv8AzCBchSDgFGGVbHcHqp9684t45rZRIt5LA5GRsfGR69ela0WoXTx+S1yrnpulGWB9eO2aWpUqTtodNayWtnr1tOvmYYOuGYMoJ6YP4f41q+JNVvLmyFppiRxtOCJJ3faI17gDrk+uOB7151ql0tx5FmZ5IZpRG4kiRiNx4xgc9a138N3Wk6OdQvtcv7hlCqLVXZFMhOACS2SPbjNO+hjBa7Fd9B1aGJdt8rxwgbUTcMAdAAe3J471DcXifKHh2zxsGUkFSvt61i6LqV6NdKPeTmM78qZGKj8K7YTefCpnjgmG3OWXdj9KUkzRTRgXd6t6UWKMKQMsuSSSaETymB4HtWsdPgaTfDEYXGcgOGA9ODz+tSfZpcJiFZAc/Mg9PWsXzI1Uosgt7+yQq1xJtwRkHjHv71FqOu211qFqtjHuWGQN5mPwJ96sS2KT4y/lnpg0xNJgtPmVoyzNwVGBSTXVFNdmdlpFzJcWXyMv7s7X54Uk8Z9AfWtC1dprZGDucswIwOMHsMY7da5azuLnT3F1bfKyDGeoZT1BHcV1EciXKrLAPLbAZkLE4z7jqM9+PfmtYbGFRa3LBypUIMDnIA5PH5//AK6cHXkBjggbsjJPv/OoCyop3nggZZSRj3/OpEZXO123PkZJX8/oKozJ02jlSqoepPGKkLKuQHI54APQ/UfSoIxuIGxdx52Mf6H+XtThIS212wwxuyOv/wBfpTEOQKM4QqQTj0/+tUuTtGU9uCDnPvUAKoMYOFORjvx3p4k+9tyV+u4GmAk83kW4ISRwWCgRpzzx68fnSxuZW3GRNrqGjBj2Moxjn3461GQ5LjHXIIOWHPTIqG0tI7BZESaRlJLAOfudjj86ALY3jCghjgA8Yx6mgqwABYdepHOe4/KmiVVBYgnk/Pggjt19Oac53KzJgDBBL8j2/wD1UANw7jJULkZ2gdz9P5UwKFA27VAAIGc49OKBkhE38Y479D+v51Tla/F+nlpE0DcsxOdh9SOp5x0oAuhmVlCEgfw46c44x+dNZzJtV4wwbPDJ0/D+tZlrNq/2xk1BLf7OMqZY9owQeAOcjPuM1pI6TZc5YDkDGB78E5HShiEe2tpZEZgm/GS446dPY9qk2rE52t3GCDj8/XjPtQhQ/wCrYHjggn8qXBy3zAgHpu4NADANqqCokAJC5Bx+B7UyZYZYSskYKsmGUjIx15PSkkx99HY57kEqB74pvmlWEa8nryM4ApDKkaQ2oENtH+7U7tgbPJHOf5VI1wAQfLV1IGQe34f5NPnRHYOr4cdcEDJxxVQBSwwFGTz9aYiT7Qp/1olDZ/umiofmYn93IeT0b/61FIBsrBUbYB8vAxyfxJquyNkDGSeg4/p9amI3nK5GOrHjnsM96a0a7cEHaxxzyT69vrVDuU7y2BjMgBDtldoOQBWSqP5jkZwcZTd3+lbb5ZdhKhPukDpmsuWxuxh8EtgkBf4vQYNKwXIWMkYO3OVHzBRu/DFPUh2yCRuyMAnn1yfxPHepUtbi3B86PcxG4A4GP97BqRLWTyAuRjqfk569Sf6UAQxrz3UqR93GB+OfcUqxomAGB5ABQZx7ZqVIW3HAJYggHj164q9aaV+7V5Yz8v3eRzjuRQBVjA3gtEzoM5BPXn34x+H60s2Ydx2D5uoHYitRI4l7A4AYd+OtTZQHDJgHnAXhRSGZcFtNcYkRG3MeMgD9fpWnABEQuMksCw2524/TH+FQTtNliGIAG3bxhhn0H0/nVgLIylww3HqSuPc/4UIC3ub5gELDBGP1/wA+lEWXjywZuc4Ufp+f8qgRy7nB29McbgBnj8BipEUGQEk5OduDwR70CEuRfLNG1vLatAABJG0ZBI6HkdvbFQzbQSWYlmPyhmx34z29auTPxgHbxjOeh96oBM8sNv8ADz29frQMZCLeLMcZRJFdjMEXJOSCpPr1Ye3y+ooEhkRlAZdo3BSB+Y4P54rnNU1G9tPE9lFFIVtpCilQAA4LZbJ9uMdcZ7VuJOpi3yKWZVIwDn1yPy9PrQw6DrmFFiKhFI7Anhs+lZ9/G4t4JEwxe3TaSMZwuOefap/OR5kQOkik7Spbq3fjHp+NO1Bd+m2DhCpETIVHHdh/SkUtyrbyNJZLCFVsoqsFPyg46nPHJP8AKq08yQqyqA0hPykMcDp/n+dNDARiNgEVUCgA9ABjv9BULORMwU8MOQRkc1ICSy+Td25i8sSRzCZ1AwSF7/Q12L3kcZClwGK5AH+fcVw8LeZNcOUBwBGpbPGDzj866nTCbqwt59zbkQx7OgJBwM/pVxYmclrUO3WbzBxulZjj8z/OsdpnjikCqFUjJ+YZzW9raFtTuUZ8KXBPPBO0ViSWiHtyeFHQAms3uaxatZmME3M0ciks2WVh1Ddcn8M1WWaW3cvvZW5GRxxV6RdjHax4Jwy/l+FRdVCug8rJI2jGCf8APT+tWmRqnodh4IkMuk6iowMXMWT/AHso3P6VneNLjF5awBsGKNpDxnlmwP0WtXwNbJFaao0e8RmeFVD9TgN/QiuR8WTNceJr3Y/yxssa5/2VA/nmn1BO2pXacbWMLKCxyy+laXh7ZNfNJcKGit08zyxz5jZART7bjk+y+9c4C2fmPB7itXR9QeykmMSeZI6qqrIfl4Oeg75x+tEk7aFOpc1dd0x3sY7yAFpIfvEDkr13Y9jz9Kt6/rqajpGnXnmKMIVEAbrLgb3x7HI+hHrWjpLTwaR9tcl7iRmkzgAA/dGB2AAHFZN94fspo2eON0kjjE0giPGCwXO3/CpT1SJto2YWiW7tqokiPzFGPIJHvz2/xrrLa38pCxZfMc53Afl3rM0uxj063kmikeR3lKBg2BtABAx1zk+p7VqKsshYKVjzgMR19uP8M1cnciKaWpIpFvhT5m3aV5PTPr6/0q2J/KkV8gZ6MAfqMisto5mdLYSZJXDDyxuUe2DWhEJPORFCtuYKiAEknpxjuSenUk1JRai0sauRGrvCcZDKM4+ozVa50y6sEZZVS4hViDLCpBH1Xn8xXZaXHYRwQ+UhLBnjJT+IJ98j2BBXvk81myXAupGnIIL5JJOM+3X0xQ4oabRk6LHH+8M0x8sZ2oTwaypvE7W2sMLZZBOPlVUH3x6Y711cUFu0iPNHGTj75XrVtLWKGV5YI4YpTx5ixKDjoOeDjrzQtBOVx4mBVXctFIwG8HgBj7EcnpVlF2EZYAKOu0AEdCM59aRUkGxyVyByjjKkDg8Htil2qP3axqMDfhAAvuB+lMkmjIYFAxaQ52noP859KlUlUKEAdeN3fntVGS0hlMcv2dGmTGWDHcvpjnn86nk+Q7Tklj2B7+vt70CHuqsQzBiO5HGe2Pp9PSlXC/KkpxnDbsD69B71GrAwrlCBxnaP84pzMolUBgRydpznHQdvX1oAXCYC7lDArkZxjHoRUqgGPcQcr8wzwRzyaazq7naysVAJCDryfUmmY5EmHwuV2ds5znHamAjAq++FR5fRwcnKg+gPX3x61IBhlKkrgcgdBUcLknBXZtH39pxkjPJ9PfmnAAS7icgZBC4oAViDEocLjgYY4wOvFKWyA7NnbnqTkDt06/8A16iyMc28i9ScJ7cd6egEgC8hSvTb1HakA0u7SAqpUKdqgjn3zn+XenYR4wfl+bI27ev0Pr/+qkbMcarGcjgYydv4/nSYTlgpOScZ5yP8+vWmAuJQAwycLwCvJ9fr0p8mNucON2Sp/wDr1CDxkKpP8S5O4DBxjvTNxMb7uGzk5G7J/wA96QDgEw20AEdMen/16dvdU27Rtbu3b8/5e9RsGRicyDIzhRwuO/txUckm6L/UNluCe/WgBSgbhV4JGSwPA9vWnsse4HYhHUc8n/GmQwqF3RgY/hDdvpSyRojqxUjIzk/X/P8AWgBHkMbFTbySf7Snj+dFPXy0RQVYcdM0UxFAzB4z5eHwOOwP4U0ZC71yrMfmboSPTH0pYSqBU2kgngKduKZIST8qAHqHzkimBWl1Uf2gLSCAySjALpgBR37VbSFZd4Z9yDux9PXv/WhIww+XJDH5do/lUql3KqGK98A43ex9vagCRoBcDJJb+8Txn8arG2fI2yKVYcb+OMdVPtVtRFllwVGMsN3NJ5iuzERHaxIVgpY+npx+dAFIwzxHewJCtyARn2I6GpIygG4xruPVS3Vecfzq0J4Y3WIRrlQzEOQfz96ZMhd8BT8p4BO0fl0/CgZW847hvHPGBjA6f/r5qTK9MqAck7slQOeoH5daTzPkdgNoJ9fXPP6dDQGeNCpAK43fPnaBnpjvn1xSAniTaG+ZVJ56YGPwzmlIG9gXJG4Nu24x/wDXzUUbbFATjbzhRjPfk9Ae9BDSEMMlVI+UcDJPBoAVdmAqrweeOefqfz4qx58UcJkbYuBuZmIAH0NVB/rD0KAn5h27d/x4qDULH7daNbJKYn3AbnXOQOR9Qf6UgHpqMFyrGFjIEwoAU5PPU+3+NE7lozvfG77pHY8Yzz7EU20tYdOtWSMcKpLytjLE854z9Onao7rMXmZEzg43FlJVzjHzfjilYq5z3iYCCXTJ42A8mXAKggjBUjr7VrGP53bDBE+TapBUcnJB7VkeLJFk09TEGCB/MPH3SfU56+1a5nXyxK7eW75+YxAMjds89enJHf0ph0IXeQnZDGFZn3NwBn2II9ga0bnYNFsADhihII6Elm/Ss9RiLzEDmcFmY5UHkc/yrS1WFrKwtbU7t8MCh16nceSPzNKwLc5/IY/O5wD0B7j/AOtmopP3Mbvv3BckU5yUyA+4dT9aq3JPlxQHJeQqDj9akoltwUtY8k5xll9zya6Hw42bSWMru2TKTz0BXr9MrWE5XlAcYIrZ8NZ33Sdtq4B+poi9Qa0KHiSEjVWkAXbIgYH9Ky2i2Rnadzdc45yK6rX7YSQxTnGVOxvoea5y42hCcEnOOBnr0qZbgYd1bQKpZefMBwOmD7/z7VnNEc4H3Rxmugnj3LgoWPXA7e9QGDcuG2qw67uanmCx03hO2Fl4aWWQgG5u2J9cKAo/UGuJ12zaPxBeQsN7+e2CP4snI/Q16BaWhttFsYCPkYtIQwycMc/yOR9a4eUG4uZZGV2eRieMZ/zj+VaPoCMdrbY3AO4enaljtY1b96So7YPer6wHIIBwf8KFhZifl/4EDjOaSYj0Pw7pfmaPZQqBtMaAZHb/ACawBP8A2h4rkNlGPsiSMH3qpXywQisQTyNxU475rsL520fwtK8eRKsAij2jJDthR/Mn8K8702xuYrpJI0aMIAJCW2hVyDhvbpxV7CL+txS29xZW11dJNexQqJnTG2OTj5QVADEAAE9+3AFRIHZmMMnyEKSrfMx9v6Va1ixkh1G6mKboZXaVWVwwZS2T06deQef0pltbBTlc+ZnAHUD8h19vahAyeOMMhLlfNxwUXq3H64qy/wBpidZ7VlW5AzHIQTtY8Bh/tAHp/KkjjBYhlVkJ6LyQQeOfqRVuNDMArAPtzsA5AHfpTESf2ld+Tb2ltH9mjgUxx+W2WMfOASR1559Saktm8s7GPy7eA3ofr2qYRqx2oWZcjgnHQfz/AJUBJF+QAk4OARnPYZ9OKYXZNGAScsRzwevOOn0qygSNj5kSrvBA4zge5/xqCMYYqp3AdSegH+RVgR5xt+XceAPTjPekInOwh3DJGQcfdIHA/wAKIkJlOBIysSTkEnA98Zx7UmZGQKFTaowWIPAPbinlvLdGQHcCM45JB/HpxQBIuJBlgykcjHH4+/XNV2jaEBS52ltoOSCT3/T1qYzKYcsUHzfMM5Oeo6f/AFqUbZC7BwMtyGGQenTHrx780ARGORXBSNZsDYu5+Ae/APPFS7kCP8uwKPnJz2HQZ/rTSIydv3c8MAvQf4UecPNVZI1dFb5V+6SfqPagZJFLgjCk57sBwPf/AOtSKNyuzoFDDkkj5ewpoP3ed0TAbcAsB+P+cUoRJMrIqybCHJZc9M46E+9MQwiRZBlRgNtBBwMjtjH4VJ5kgdWXBO07lB7f7P8Aj9aidmD7V3BcZLchcYPIPftQkAcOy/LuAAJO7HPJAwOT9KAJVy2SkeFBzuHPHfp7/SmOCcKMMCPmxwD9P0xUMiu7MecbhsHQZ7j1747/AM6dbwTuW2Deudwyc9f5jv60ATpsBGd7nHPPH5/lVedCSCsbhSeMDOfr+Q5p2SilUZe6kkYyMjP4e1O3RTxgFWaPcRtI4LD0pAQgmYnJCKPmBAJ571JLIqhQZGfaSoIUk8/05+lWFVd+w5Qj5QvA6en51DuXYxCKCOME8g//AKqdgI3k52qVcEYwT6e1Ok+bhWwR79/bvUJAXG6Nn7pjsfXjv9PxqUMGA3YY4BJA4oEMjYKSGX5hgbsZHqP84qQl2YEHBHGVHJ/wNMxlwBu2+/GfyqX5h1GQACD60ARMMMdwc55Bx/8AWoqPLj78Sk+oOP60UhlFkVoQYmRcnnLYI7evHentEsZDGTzNw5I+9/8AqoV4gSXkyQM5Z8/l6flURcyFSzZBOQB3/H0qhFmNcsQT8o5AJ4PGanNwkYIRyQDt+YAZ4zjP0rOJLSKwO1sZ25wT7d+ankO1PlABPzDaM4P+NAEhkyA8keGzhSxxn04NLK8nlsqdSQCQegHY+9VJGSWUhWMgXhnC4yO+fxqfgJwNrjBHGcD/AB9qAJBJI2HPCnOS3UnpjH+f1pCYwhj8suUIPZTz+NMjmOMs/IJ43En68VF5rGT9yx2En+EEMMcdePTrmgCaVhvYYckuuMnOMDjgimhgHEu0knaowMn8Mcjr3quWIdRs8zGfmOByT1weeeamV0QkPlApI2kjqTg9/wBM+tIZYXIQCWQr82CFGSPbp096iiihZkmCnzQrRqXB9eeM4/8A1+1Qi8ihKIswaRmBI3BTgnsDUxZ9xLPISo5U8bueAfcmkBY3jy0fIQN8xyRkZOQT2zjrVKZ3jWNl3MAc/Ku5h07fhSXEz7gElV0Xs2Mk9gdvPf070JFIi7gqcqdwH3s+2evI6e1AydELIZmAOAVALgcZ+np/Wo5FWUO+QInxktyR74zjuPrxTraVljjZ95dzz83Qnv6Y9KjWSN5mDSCRkBy7jj1weMH+mKQGR4isyNBuwISMR72YYPAOee561Lbot0yJGfNkZVQZO47ioK4I7jpjr2q9qSNLpd9EenksdqjPqOMDB/pis7QrmWy02C9gtxLP9lJi25GD0PI6FuMt/CMgcnIB9DrdD0SziEV9qN1HJIvzQx+bujVicFiSBuIIwB0znk1z3iHVrOfUMW8pmDMTkDGSDz15/rVG5vtb1GaSYafFl2CqkzfuoU242qqH8M9QB71irocqJ5k8m92k5dicfr6dfpTfYNC0Z/MbDS5HYHnB/wAmq6gSaix6+UvBHckZqFYWik5Zdo689QO+f1p1mXEBdAf3mS3H5f0qRlzOGIVs9uKv6PIsOoRHcTvzG2D0J/8Ar4rLi4KHJyO/YcfpVmMyvqUKo+czKAcY2ndgVPUo6XW2dNNyELAuuc9vf9K5p5PxI9uPxrs9RsnurC6iZlBbcYzu6YGV+lcLExbJ5wVzgHgfhTqLUmLuiOZQMFQTIo5zwD/nNWNMtVv9TitZHjhSZ+rfLhQNzfX5e/GM0xk2sCBnjliecnpj8qmsb5dP3l9ON3LcOiOg4Hlg7jk+m4Lx32+mahLXUq52utvZ2Vn5qjHkoZGWXqFHcjt0xj+teWlVmCsmGye3bPtW1qbT6uDbx20wScgOXcmR9p+UDB2gD09Saqw2ZhRQF2rjjJx09fzq5ai0KMan5gGVh/FjGB2Famk6QLu/tQT+6kmX5en3Tk/yq3b2MUczM91LCQ33ooQeVIOBk8Yx1ya6PQLeMyC4aNI3jXYoX7vIwT9f8+lEY6ktkni1hJZW8GDiSbPH+ypx+rVzFwq21pdLGgBWKTcm05ORndz3HBHvXS+It3mQDzQq7G3Duct24x2rn7uOMWVxmHa2xj8y5AwMfLxjuPer6hYhtJludOtRdM2Sh5ZgNzk85HHPA/IVZkARNwnJj6FoyenT8/eprO3iOl2oZFyYl5x0zknt1/8ArVeeKMQvGnlTErhkdex4yfbFMkqJAGyqJIZMjBHBOeeKm8t4n2M7K5IOTzgEev8An8ql8x0ZYkRSX/1TD73uAe5HB79T1p0cc0kj+aWdlPyllwT3J/nzSAjeV9uAilRjLE4xjr9akVWQMPlK7SMEZ+v5+1SiJt5UoSWHQt938ewxj2FWZoGiUofug/dTnBz6/jTAqgBHGTlsZ6dBn17VahfGAqsM5ABXIOOf61AVaMhWXIIyNp5HYHv3qZZg6q/3ccZCZye/PTFICZHi8jezFg3zAMeck9P0qRFZpfkVhlsNg9CRjnPbNMBPl7mBJyQCvAPtjtUkTP8AKjAFdvQ9Dn0pgSxqGidFUYGd20fL6ioxGGDAIGDgnOcgHgjPPrjj1qaMh1ClgQRuHzdR+B/nTXAU5JIPQ5XPp6jjmiwFaNWB5XaN2Rk5AGcnPfNTI6zylYgUH3jweQOoz3HTtQ5HmHeq7em7p9P8/Wl8zlMEEqchXGPxH+TQAsQYTHZheBk5HHv0qRHyVOQBkjOOp9Ppn6VIr+budUDE/wAP3vQn6U4eW2GG0seADxnHoOmc0CK8tvvjGwLGQ+5tyjLD6+vfP8qr+W4jPBVifkAbrnoK0JkypLDb3ORg/X/PrVEllIjYhy2doKgZ/KgZA0cls7F2jlByQB8xPHQZxyPrTkuEJLAGJto+VeAD/n6fpSNvYmOMFV3dE9enHp3phzJKqK3zYzu55IPUgUATxyyPsDBf7wZjjjpjP9KcsgU+WhG0Ywrj5fwqCRmYMse3zAMgkk4bHOehxT3kGDvPydNpbGR/+v8AlSAm3q4w6YdSRtU8ZHFKXWWMBn5PAwclPXJIx15qCa3kRG2uQGGQRg4FMQYLlA5UHlCcbs/xe/FNASALkpuO/Ix2OfT0o81mVl+6XONucZ4pkThUIYEBT8mG/wA/lTHTMg5Dg9AVGR+NAh8cyyJlSCF4Lf3vw/8ArU1/vfKQOMdePwIp26Qhl3vg9A3Iz6fypG4JUbgccgDr+fWgBAGbJEjHn+HBFFDFFOGBY/7JFFMVjKY7VKkD16c/nUjBSE3A4bruHb0z6U2Fgp+Yl+ckleakKnzDh1JbkKc5FAwEavlmGVB4xg4pUjcRxhk+ZmzjB5+nvUsQDgkkA57nof8AGpzCpG3uB/CM8f596AIEXYpPzHpyMcdgDUa+XvAj5ByF+Xr6j1Jp7W0nnZEu1FG4qvU59/p2FSrA0iHfwp4GG4GemMe1AEJYGUK2WJ6YGBjA7jjrSRqCyop2DtnBHPYetTxqmwqnl7VIVwOgIFNnEZIDNG0gAKqDnJ/woAqFYxmQBBkbSXkxkdfr6U+5YyIGZGXJxgdvfnpxj/69KjssjOHVmXr2AAGOW6mmMhdonUdfujPP+etSxooSaTa3dzG8rGNXOWBbhvqT/StVoglqCrgfLuwBuOO2O3H9eKjt1KkfLuJOQGGR749Kly2EzE6vuyD1APtjvjH5UAVPLB3l5HDYbLHPPGSD/wDWq1CpRWCKEQs33zkl84ye3p3qBVMyO5G4YwWBzwDk44OatLK0kyoW2hRuGevfkfoeaBiyQO+1DIfLzkJ0ye2T3Hf/AApmWWFGVTImQpBbBPcn29P/ANdP8pyS65IbkqH+6O+P04qMRZwluwiwdqYT5eOT/wDr/wD1UgRHd+ZJCu2OR2k3Kw34256Dtznj86x/DpL6NbIA5aKZ0OGwAQxPPbGDWsXVpEeR1kOecttVcDjbn6frWPoUcwnv44m2rFcsMqR0bpwfpQM1EiYW8KFCxX5WZ1O9ie//AOrNYWpQT3dy43lrfO1Mggcegremt53lBWVGLKVYgAZHfHvVcKI70JHJkRxtuYrnaOnJ6cf0oEZEtktvppj3FnnwobqffIx9cc06CCOKMLyQBgHGCa1Z3E8ttHDCfLjZiTgZOOm3n3P15qvOjNPJGcq330XK4/OkxooOpXHlqWwMjjGQDU+jRINbsd2SgmV24/hX5ufyzT5GneBF42REYKjA5B7+53fWp9Kb7HrVvNOiiNZVMm/oAeCfbHX3pLcZ3WpanZJaZCqGkneAfdwCMgE+g4Iry6Ixl2G/ayths9TzyOP84rY1jWE1HSzYx2523by3MxIH7svKSQTnIO0Dj/arOh05jboAoCkAps42leMfj0/+uKuVmJaDgAG27xlu3XmpooBt2xxHjpt+8AASc/rTPLZwTGFyMkgtjOOoxxnr0qzHDsKN5hLnGeMgqeOT9TUWHcIkDoq7AqjO5mHHYE+vXHr1p9zbxrdKsT+Xxu+ddpPPYH6cZ9aaoZCY5IHAXJYYwQR3P5DpzirEghkgt5YmK72+8zZ2Edf145OPxp2ERqzxRonk/IpLMVbdlsen17frXRaZGDG6RMrxlgVHUgdOfftj2rE+0PholRA5QhkPG1RxnP510HhhQ9m0m4NHvKo4GNwGOfzNVFaiuUNbkVJmEpCxxbec4weo9TnJx/jWdqDb9CvGUF3MJ+dwDzWx4igYagFDmPzVO1w5X2OOOSODWHd26waPfxNITsh3GR25BbkjGOB/nijqMl0qEzaTZJI/mMEU/usB0zyB9MY9/arcqzQPLI7qYABhmBJPOSPbj1HOetV9HeUaZp6bW2mBB5mAOCO571qNEzK+4tIuMeW3yqCOv1zkDPtTJMyaKWUuqmRXA3IeyuDwwPX0GB2NWoWBBdpYy8gVl4+QAjk8nnBPTH+FAhSNNiFCckgO5JGOcDPf/Pemo6xy7+iyESsfugA+pxg8+ppAWYym8HKmbPGc5I+ncZpqdW+Xa5O5STyBzj/P0qfa+848sIY8Z5Yg5wMDuPfNI8TqvmRYbB3OpBAPfOPWmBGq/KAE25zJg8K2ByRipm8klkG4lgSMMc9PWog/BUsjKThQ44x7+3X6U+CUAuXZkZCB8vGffH5GgCWNmTd347nnB544/SpdoXGEGMqB16evSq7x/dTCswf5QcjOB37f59qHfuHIU/PgjOAf6UAPeRAhCyccA4+XJHue2M8f41OLkFsbRvUHkHAxVSF96oGcBievHI78Dt708sWkZAIidoI3env3x70ATqF8weYvVsZwTk9T9OBTwH8zAIIJODnBA/Lr+n40xmjZlGFAJPKfxYx+dQXZjKF5Ac7gRliMEeuOnNAiwXYiR8ggDPy8AY7579qRZkdNrDfzjqOB/I9RSK0hBMgGCfkABBx1wc+3aoMyvPkqAAuzf2wf5j8PSgC6pQs5HyS43F0XB64/P5eRUIDl24/d43DBxgnqMdun64qYMSDvA4GXzxn1+vSonkUPuDcEY2/h/hQAzCocO33TnKHJ6+nTFQs/J2oM7j90e/fnrzUuCXDo2S2cA9+Ox6GmRWpuiqbtuem47R37/wCNAXIBKqbQtx864DZABH59KRdwcKSEj6Lx3+gpZo4hKIXVWyTly+eR79x70yU7ZNyRoCzDnHUcdxznr/kUDGgvNIIy7NH2ION2PXn2/WpmZkjOEYK2CNw6DsQcUmX3FW4zwMN2xxTwyopV0Lbhkhh94j+VAhPN2qzuedvRuCMd/wA6hMw2IxbcM55OM555GOKlKDpkA/dJ68/ToaiMKO3ckDBIAGfT6cUwLIkDrnnkYIJ/L8KhJWFBuTDjJHXkmgh1OzYQOcD/AA/HNErt5arhfkGcgZJoAEnIQBo2yOOBRVYzmPhwQeuKKQWK+GXIUjI7dzViJCwRWyQOCSMHPWkRl6sr5HG4dM0/c/nZ34x1ANMCZX8sDch4zyOKWSSRXUqW9MNjv7df0qIM3lkiNc9s88U15gZNrhg39xOSx9TQA6WSX7QvyhosHeVByD7D8+e2KeIdkQztQ44HbpTUYNsR0YBTwSwP+f1od5QePvZ5wOV69v8A61ADmaWP5kUGVeNpbaPpx/hSO0ZjOQBGzYLJ0Oe2P0qOCLyx5jyZY98+vfkDk+lPlJc+VFseQcMitgoD3/LpQBT3ZZkWNWO7kMcjPY/TqMU6UvEu3y0jVSceZ0wf4j2qeWII4coA2WkXa3U8dfWoQ0bSbV3swAIzGTySevt14pWHcrC+eSRY7SFpUQDPlRnHq3OcEH61Yti0zAPGYyBu3eZkrn+EEY7dSOtPNm32gbxIgb5gpO4Z7g9u4p2FkC7FyxOcAksST2B/D8qAJcupJVnC42uAQwBHXAPA/wA9aSMKjNlAjqcFmG4DvyfzP1pkCsyDYuSQF2AABTnn2z/n3qUJsYB5FJ3c85H6H3pASK+ZRuKsDgjI9e57dAKgZ1LKsb+XuJBKL98dDj05zSSZcbcPwpAYfePuOfWo8xjzMhlQkEtJzkngY7Y4+nNA0D4R0QFy7KQMHgehPH6nuaybNY08TaqolCrhJF3ck8dvcZ71rMx3jzCd2AVwfX2/zx9azIgU8WYkTDT2uBgBfmUg8Z4P3Tz9aECNMz3CyExMnzNnIQ52+uPw69eapRwpLM5EwCk5Bx8xz7HHNWw63MkoY88Alc9COenqMfTmhENnBPtLSRhWyu7Gcjnn/D1NKwFeCVRqsrMAiphVCDjC9BycE5x0pLiDFmiiAZJDBRlV7k5z/nk0tnbtDbSSNBJMCVwHPUkc8nOOcVLPE06R+ZIkSrub96pBYcevP5Z70MZUKmeRY3TDphZFVcBADx1HvmmyWwRVAmDumFJY4OO23r7etBhkCyEKFA+8FJG5uQFPvxn/AOtV5IWZo0liZ3LfM/JIIGcHHbA5/lSsBVSBoUKgK53gBcAE8YK8/XFHlParFGQXjAYEsCQAcZx2zz1FXgsZV4SuWUAsSB82TnkjqDzUk8Tuw2MozhtwIB9AcHqMevrRYDMMQhszJHvXcernhc/h05/T0qeBYnfyMu5xnG3jIHBx39M9OfervzK0gJCbVG1xgbc9uO3ambFeNlUnbgoM5x6jPZvTPTgUWERxhC00gdI4d2IwGJ6n5vUk/pWbDCguGikjAwAFkbI46euMnP41sCNTdqwVSEymxFIIz7/X8OtTOIiACwVCdpIHJ7fp60wMu4gSS0UTAcn58gtnjkDH4c1u+HZ4dL0eWFcKsZaTMj4zkgd+g4NUpLfMbN94OxJJfrn046f096o3l9NZWslobUSQ3h+zOzEhkD9ePTgHPbbTW4Kx0WuXEV5dCGM8287CQcDKtgqcemQP5GsDX4z/AGNdkqpfyJFd1bBIx1/PtUl2F1DXbjVHjKo0fkbVbG4BiVkO08ZGOucVHqp2aNfI2NzwOc45Py9fxNPqBNoyCbRbGTaRst414H3gBz175FX9j+e75Zcx8pt3bf0GT09sVn6KwfRLA53bYUHzKOGAH8uPz61o7ZHlLEPlgMA9MHnp056UEjAQxZvKxj0fOT0GP5dKi8onhQqxFdroWLY7dPTrzR++N5Ms0bLH8rQ5YNnaDlfUHgE/SniJIQFYl0I6sR3OMYHbOP096BjYC0u6KRgHVflcE8jsfrjGR71bBWNNs5YknKfw4Pt/PFV5VkyJNqtLEu/AGBgfeH49uuMe1SuRsbYyDkMcKOQfX3x/KgB77iMKiFSxDDqOetDRxsxDJtccbiOOf/rY/TtUcZUtwAFLBVPHP4D3p5VcgrtyD+7IONx7demffpmgB2wBiBhVHJGO/r9MfzpgRHU+Xjaw3Drznt7cYpXGBmPYRtD9CTgckZH+eaezTA/M4Ylc4Oc4/wA4oAiBWMxu4BbOBgnr6Hjj/wDV7USqNuHRFB4yR+ODnp+Y6USDYx6ruGPc9T+vNOikGyOEkBQ2BzgDnvgdaAFQ7xlXwiKGL/U8c9//ANVNdh/qioJADYY5AI6c9fxqX5oldXw235evB/l61GxMsiHaDGRlsNggjGKBAo3SyFWVo85/dsMN+J/xqTzTvYMclSS2QQCPp34NNihH7sAExhfmUIfmyeh//V2pwYOqq8Bi3DA29sDOfbjtQApiOYxgBVySCdxY56Z4zwf1pikCUhX+T7oU55GeB+dSlkLEFwCOcggk+uPf8KZIhUqwJVH6spGRjp7UwI3eQRoryDC8Bf7vPT3pFKyEkjDBjtx/dP16/SklgzKU8zjhixUnPXgdOPSkU7iFZT8gOzjA/wB76f8A16QDymFCnDrjKgdh/nP+RUBbOACyEnPfGRz1qQmRDh2PXHA3fieKhkYBVc8noQnzZJoAcs5ADDC7Twc4wOvX1pr3JjgZmZuOuMkqD3/SmeYPlRAmSfmIHOB3/Clk3ByzEhwAM44H1oAkUq20l8DGeOeCPX6Yppcu5xgsuCCTgEmmlyFxuUnPKg8H3/PvQDiLYWJU5wTz+BoAdl43ZhjkYAwQQff8abI5EmS3A5YY5HHNJLuYYjOSBj3qGTJCnkZ6/wBce9MCwkqgYLbWBwQy0VSmjkV8fK/HVozn8+/1ooFYss6M7LvAK8fNkEZpFVxlgAxbuRjA78VBFLanczsxdT37f/XxTwfOXcC4jI4DDn8aYD1cKCWAU54Hqe3WgybHOTyf4V+8PqTTPL2KCzbQBks4xj2qK0YTOZE2qgOzDjB+uB/OiwFyKULg4yD146H0+uKZPI+4bWJ9icD1GQOahM6sAQrswG3c2ABn+VJIgjciUBogP3YCFQT3HHNAE0byyiQebluduBg4/wA5qXKKchQi5AbK4AHaqsFwCQrZV0wCo4wD6D/JqV5Qsp3Oc7hjceo9MelIY+S4SNuASx43nnI9Pf8A+tUTQhnbY8iM+CxRsbuMAd80kkokEqqMg4wCTyfXmpAj+XuD4HO4Dt9BQAxJydpBfC/KpPGBgcU9Zy/zRhiqNksxwpA7Y9Md/ao/3SkttGdvDOCSBn6ce9WxG0fmBTGEAJAIyGbI469/wpANdVYNuB8sfMVA6c5wKYrOV+eRlAY/LtyD7jPSpWIK7iB6gEdxjHH4etMyrJsVmJkyCdo59e3THpRYY6Qqgb5S0rfIAPYZ59KYxXypGeDMyHrnG/6Y98Dmmsh2AkFWUHPlngY/Dr+FKyqqmRuJdoGM8D3I/r0oEVkjjuYgXXMbjj5Cd/1/Gs69cxeItMlmZdrB4yScADB4J+pq8L63kcQ29zbySfcwjDJ9wO/0qlrREMunTFmwlymTjoDjJz/9ehIpbmwJjIN0cSvv6lhjtn7p68/41Qv5J/IBR8Bn8sAnIxwWOPX/ACOKuyIA8gSNQquxYuxGM/j/AJwMVDIDcXcMO1RhPmCtwGJGef8AdU0gFj2/ZI0LsoMZACZGepzxSO0rn5ChBb5T/d/D8M06VY3WQ/dSQ/MCMjr6Z469KliQsqvxwflCsTs9P0oAghQ7N5Z2I53FvmOf/rVM+IlVefmI3gjuRx+npinTRDYBu2pu2FSOg7cZ6cUyeMOpDEIe6/d3Z5J/MUALDColjERlSJ3MjhwAcEHC4449sVLMqzKY9o+ZMuhYZOeecD+XrUfmyRgFsqT0U8rx0JPYnt6VIiMwdTCq46DjkDp+ppAMbITew3JuG30AHbPYU9NrOwMmQvy8nOWHOG/z2qN0hVwiJG5EeMqxHPGBj6EGpoEdEKKix88hehJoAVPmUZ+Y424A27v8fzpztIroEjyGyBuHYDp1461GCYovIEEkgVQWQLu2d+c/54pZQqP5bBFUkEb5MHp+Hb/CmIdv/eALlkIAHb5genPtUUigjJXAG1izNgHHI/pTJIFuyrSJwDtXa2SOnT0pfJEcnnIGJCiNTvOSvUd/c5PXn0oAYvmCVlZTxghlBySeuR6VX1Nmk0a8RmX5YHwOuAFPT8O9SF5Xi8wbkA3ZDoQfQDHH+Rmor9HXSbsBHUNA4dT/ALue5yTz60IY3R9p0bTX2tvFugDlsYG3nHPTjFasZEcgJ3H5NpI5xg9f89c1kaDhtDsAg2MYBllPPsT7dP8ACr8e42xcSbo1IwFbJAAx1702tRFl1ZZBHKu7OMEHpx+venSRyZCkgpkggAH5eePc1FE5aX5SAZDxkgZ/A1ZikVgAcAdNrHpySfrzQAlo0giMb4IXdyT8x7cdPpToViEYtpFBchmi28Ejrgn1X246Y9AyXBQAEfwhgVIxjn/CmMTKwEbYYnh/7p9Md+p+uaYi2ywiRlQhSX3HPJ5Hfj0/L+bepkVVj2KcAg4x3A//AFVDDI/ko4DMNvzEtkxkcbWPc05ZHDEnaGZflYj73B6D/wDXQA5Zf3TlAWOOVfr6+lSBCzlRtCdjjOT6ZqtHvAbnPIwMdu341JEVhZQsmSB8wYjp3/HANIZNNGZG3FMK4AJK9D6HmqSgJI23IUZHLA89OPU4981bkDXEHys2x0BVc8HFRSGNkQsFLKxGT3/zzQIdGoCr90oM/MTxj3FSNFHhgSynbkDB3HHA5P05qpIreYphCDY6gg8ZHTknt/nrU8SxhYkUHjLIrA5Of8nigABA6ybGUYcnOfz+n4VKX25BVHT+J3Hbtz70yVY1OUKp6lWzjHoO3XNNaKIriSaNTkAEdGHYj0/XNAxC8gRmUqBljhRzj1HrmkCSZMcWxVUfKMgYOfT8eRUTt5cxySGIwMKfx/DrUqhhtRjvAwMHJHtg0CHKN7bVRxlc4xnvz3/rTS6rIcFSD125HTr146U26uBHlowuSxHzZ59f5VBG7lv3wyp+XHT6dqAJMoFAbB45GcBsZ565HHvUcwQKwb5ipCjjOB1/z6UMvIVvuqd2COo7ZFNUBC2UAOWOGPX3zQBmXerw2t4FZGdk++APu5HYk8gjHFW1uUuI45kTKMAQRzkc+9EsMFxgywxysuNrMoPXpj/P1pxRo/3SY5bIwAAfy+lAXJ1BOWyoI4zz7YwcVGwMhYdMdiPT6/hRgSqc5AAyCCcZ9fzpmNqgHaHYAtg84oAA2QWMqqB97B71J5gkG3AzjGQRUCbSAQQGIwD0wPp/kUOI9ythhx3PTNMRYaYRnaWxx/dLfqBRUSbVXaSVx2B4opAUpZopJSh4YHsOlKCRDlSyhTjk53UUVYIi82RyS21lx91ui/41mFdUm1DfBMiQMufM2j5QOCMd6KKYnobawLFbRMFDeXyWbrkd8dM1YA81XMoHb5R6+maKKQyqk6puYbhIfUDj8f8APWpI5CG+Z956MCMc+3t0oopAnoOPU8ISW6cgZp0TYDRxuMnkLt/I5/pRRQMk80wxbmKEBueOuR/+qnsx2HuwOM/Tv1/SiikHS5Gbg7y8I+UnoVG5+x5z9afGWYlwixjjgckZ6YoooERCQyBkXAjAIBC/N/Oo5Yftts8SgeXKCjMR0IHNFFAzmJfDN2soMEqPHnKHJUjPQn3+lXdVjuB4djMzmSSMKd5PGMkfXv8ApmiildsFodDDucB1U8KrDnGRVeyzcXFxdMwwWwqEnHPTP4AUUUMEyRn/ANMwD8yK2Nx65/DtzjNOgtvL6SsC2M8Z3Drzn3PX2oooK6BFM0joyuwjXIJxycdOevtU6BNwEoXzMt9Rj9OBRRSBAEPnuGUPvwdhORnHT+tL5iuItpY71JU5Oc8fljjmiigCRYwSkjBGdmwDjkD0/Wo5LNxG7oF+XCncTxySBx+NFFO2pPUghu5FlbfuCnjYG+8Bngf1zV1lzGCRxwSSAeg4P1oooAhd4/M8oEg5Cc92ODgfh/Oo0k3DPm/vPuqMfLwOnT9aKKCgQyOg8xySoYb/AEbdwMd/XP8AhTL0MtldQAHasTrkHPJU/wBfaiikLqU/DYR/DmnFgCyxEZHUDLf4VpncjhmypY9Seh9D/k9aKKb3EgWJZGkMu4FiAc4PTg/4VIFMbAMuFYABs8H/AOvwe1FFA2KoB3KrsNrbXI7Hrk0pcf38BiOAOpwScj6f5FFFMTIwwcCUoI5AvylSQePU9/xoicSxkOuJV9D+R/HI4oooH0JA7vIF8kDjAYnjHoR/OhZ2T/RQF83BKg+g657UUUrCuSL5irtUZI989ODkZ9/zpjMiuAwJxgEnknnj8qKKQdBJJFjkCAsqNxuJzjjjA7UyaTB2qPL2n5QpOB9OetFFMOoMnnKA5O3ad3JX5Tz2NSNtyCSQuc8d/bFFFCAZMVSdA0ZLEAAg9O+aFkRTtUAn7rYHHX/6xoopiTGyP8waSQjcecDOPenNAI0O4KVPBoooGViq722ocI2CPT2/KlDL8zruBUZz68ZoooQhwWMNwAQc5B9/wpsoChRgZJzwOBx1oooAhLCAkgHPXk5GM81YDI6FvLXpkf5/+tRRTEVyWLBs/KM4OOhH+f1pGYFAULZ+79eaKKQyEuMnPJ9cUUUUXE2f/9k=
Is the hydrant red in this image?
yes
discriminative-attribute-state
1,614
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
Is the hydrant white in this image?
no
discriminative-attribute-state
1,615
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
Are there two dogs in this image?
yes
discriminative-attribute-number
1,616
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
Are there three dogs in this image?
no
discriminative-attribute-number
1,617
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
Is the sky sunny in this image?
yes
discriminative-attribute-state
1,618
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
Is the sky gloomy in this image?
no
discriminative-attribute-state
1,619
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
Is the cloud white in this image?
yes
discriminative-attribute-state
1,620
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
Is the cloud black in this image?
no
discriminative-attribute-state
1,621
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
Is the mountain short in this image?
yes
discriminative-attribute-state
1,622
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
Is the mountain tall in this image?
no
discriminative-attribute-state
1,623
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
Is the river rippling water in this image?
yes
discriminative-attribute-state
1,624
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
Is the river rolling waves in this image?
no
discriminative-attribute-state
1,625
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lQen9asu2fvbhzjCmokAYkoFxjoRziiKaBtFWSAIo2sSD0wOn4VKihYUCkkY4yKmeJXG0NsJI+6Bz+FNMTxAKxB46gdfarempKK7ySuxO0HHBNFWYfspjG5tpHGDxRUadWMu+aAGKDnGSa09H1m40bU4dQsZRFcxEhSyhhgjByD2waxEfndnHrU4lAK7gOeh9K6tnoQfTXhTV21/wzY6k7J50qETBOgdSQ3Hbp+tbgAr548DeMZvD2r2qXM0n9lGVzNGBnZvXaWHrghTj2r6At7qK6toriCRZIZVDxuhyGU8gitJLqgRaHSlqHfxSeYaiw7k9HeohIacGoC4+kzSZpCaAHZpRTB7mlzjpQA+jNR7qNxoAkzRuqIsaQsaLBcm3e9G/wB6gyaOaLBcn8z3pPMHrUFIaLCuT+aKQy1BmkJp2C5P51J5pqHNGaLCuybzTSeaaYo3NjNTiJT6n1odhq7I/NNKZCOoIqY7UAwo/wAKYzhxhsUgI/No8z3qNgqvx09KaSPSnYVybzaaZagLZppJquUXMT+dSGaq3NBDA4wc+mKLIXMyx5vvTfM96I7SaTqNn+93rmPEXi3T9Eke2hf7beKCCqMBHG3YO39Bz9KFa9kGu5t6lq1ppNm13eS7IVIGQMkn0A7mvJtc8ZalrEkqiZ7e0cbRbI3BXtuI+8fXt+FZ19qtzquoC6vpDO3THQBeoAHYc1mS4xuPB/iGa1jFIhtseGLADOABwB2pEDsVUZAznnvikg+Z1yQoAyxNN3hEIyc5P8qsLBK25toOMDnA9qpSuzMqcqo7+mat7jFGW/iYE5PYdP6H9KpMxL5J5Zuc+nt+tYylcpIR2ZzsQemSelIHVDuLfWklkwpC7VUfNzxmq7vyw+Xn5VrPcZYeJRDEw+Y9W9sn/wCtUascOGyysNu1f0P581GCGy24H2pjMwGM++RQMnhG0sdzBcHJPQk0MyBQiDgNwzHnOOSaaAgIwwOckDoR9aN5gVZMc7uPekA9keBFlL/PKpUjuOOPrTIZntnzkHvgDj1p93J9o2pHtAUcnH3Rj/IqmyOGwDuJIAA4GfrQxl6S423Am8wOrDG309qqNmeYEqXY8AA457U0puQFR82MZ/Gpp0S2eNQFAXDDI6/WkBChCOWYjcrZAHbFPmYNOsqIMsMtgcIc84qFypkGFB5ztUUjSZyGO3HtSC+hKJJXkXcM+uR0+h7VCVZW4HbO0HofSpAjqhJGeTuzxgUI4VlJVgGGc+tZSqJOw7EAiVZN2RtIOe9MuZBH5ZzjPOAKnFwpCt5akg4UEZIwOM/rxVO+CyLvCkIpHfJ9KnmUtBq5JE25cqAT6jrUzqVhkc4GBkCqFnIFmxvXGPTGPxzWm/yKzErjHXGafNYaRXRlVVdzuc8kHtxSeekhyxGAelRPvAbKqSeuT09OKikVHBCknjOenSs73KLwW32rgF8jJbrRVKO2aUE5dsHAKnIP0J60UuawrMkz829en8qkUl0yFxjtRPEqHcg+XHODnHNPSFyobKgEcYNdt0SEUm5vXPr+leg+AfHTaHOlrfzytpb/ACnILmDqQVHZck5A+tee7RkEDPcjPQ0+CQo5wDVJ2Ez6xgkjuYI54ZkkikUOjocqwIyCD6Yp+PevGvhZ4r+x6gdGvJyLe62i2z0SXP3c9twPfjIHrXsgbHX9aclYSJAopc1F5opPNBqR3J93vQTxUHmA0vmiiwXJcmjdUPm0CT3osFybNGTUXmUb6LBclJxSbqZvHc00yDtQFyTdS7s1EGFG/NFhXJN1JnPSo9470okwKAHYY9qTBzik83jrTdxpiJNozyaf1XAIFVy9J5lFguW18tOvWla4A6c1SMlJv96OUfMWWmLUzdz1qHd60vmgelOwrkoBbOKaRzxyaZ5ueBT1cDqeaQD0hLHJ4FTCNAhUDGepqMTKBnNBuVxnt64pO7KVkTRxInQfjSzTw2sLzTSxxRIMs7sFVR7k1l6nrdppNk11dybIwPlH8TnsFHc15L4p8VXPiG5VG/dWsTExRA9Cf4mPQtjjPbn3pqDkxOaRs+MfHTamXsNLkdLEZEko+Uz9OncL1+v068E7nPKkY9KGdQ55zjFRHcsgUckHj8K3SSVkZNt6sdhkYEH59xDCmqFLLuOR1IHanSgpKGLbief8ahYMwO1TjG4k/wD1+1O4WJo2KAngFh0z0qE/NJ1JBPJNKdqKxYHOMde1Qbw4fJAHbH6f1rOUhrUdIwIbLbmOMY7D/HpxVblccHI9ecU7l3LDOTnHHGMdahlcAhSenXJrIoYz/LkcjGcGgDfgBdzlsquc5zwKY6tkbT1x36ZpSpVMjABIAPbjrTGTXcD2k0kMrxtIg+Yo4YAkZwCOtRMxjXbjuDg+1JxEu8tzg9O1AG5mfGPr39KkGSOTtzgbiPpiomcSSqWGFVQMDpimsHwp5zznnv2ppJEjYGS3y5PoKQEgbG4BxhiCfSgKVVQRx8xPGMDNNKlQN/c7iSc5NKh3AK3Q9QOtIYoIVflPHUjuf85pjKZHGWVf0qR0LH5zjjgbuvrUE0YUCVdpGMZU5J/GspVEtnqOw9YhCrN5m4ueP/r5pHDKflVUJOPmHfNMtmI8xmTacYxk5P1H0qRpgqYIPA6Dmo9q76j5Rm0spDBUYccHqPU1DvIbaRnPGPT/ADirDv8AKudwBGQB2+tV/kIBbqOpFZ7lJaARhi33R+f1qGZV+82FUDuM5qbIYDOffPJqGeVWQ8bh2UsRz/Udaa3GyGJkXLtnB7j0+lXIihXKEBM85J5+vp9KzWb+BVHsrE4H4mnQzgfu925g2Qo6H8aqV7CRN5TmQ7c5Az8v+f8A9VM2Ezl2Ab+HGOB/jVu3l+YrsPPfPTFI6PztB3EYYnvUDG/7wjBHGGU/40U2Ryjbd6jHZmAooswsTyhGQEjkjoO34Uw5ZCN5x6A07cVBI+fI70yQK6h1UknGcV1QZDJWBbleSB2HWmMHUtuUBf60qKyjdkbTwT6fWpD/AKtuc7zx71omIdbS7XAY8Z4b0/Gvafh74q+3WMOjXTs17BG7rIx4lTcCvPdsMc/T614cA6HGSMGtLT9RuNOvILq3kMc8LiSNwM4I9v6VafQTR9LNMR/+uozcMK5Hw74ztNaEFqyyRXxG0xkZ3HC/Mp9CSeOvFb6XMckayRuGRxuVgcgg96tIzbL32h6Xzm7mqXnj1oM6+tOwrmgJvel8+s03KjvR9qX1o5Q5jTE47mj7R6Vlm6XPWj7UPWjlDmNTzyaUS+9ZQuvenC6A70cocxq+bml8ysr7YPWk+3UuRj50apkA70nnqDWSbzNJ9pyetPkYuc1ftApDc+9ZX2kDvSG6z3o5Bc5qm4pvn+9Zn2j3oE5PenyBzmn5w9aPP9OawNT1iLTLUyyfM54SINgsf8PeuLuNd1S8G17yQL3WP5Bz9OaahcXOejX+t2enLm5mCt2QfMx/CsG78bxCNvstrIz9jKQo98gHPSuGaQI2eSxPrmo2mzg9x69qpQQnJnWt431LA2xW6D2Un+tUj4x1kE/6cmOOPLX9OK50yMflyBnqM1ExH4elOyFqbkviTUpJ/tH9o3IkzkbZCFH/AAHpj8KrSa3qAuVn/tC7M4Od/mnj8On6YrMLdmIHtUTndyxxnnA6mloOxZuLyW7la5nlklkbOWdtxP41UZx1Wkd8jAOB2qMjdIFJwPUipKQqAPlThTjIzxmrDIhkQhs/LtIXnnGarb2EnmO2XIx6/wCelRif5sLyC2efU8c0DWhJdK0ZbqQRwp7jg/1qHczkl24xjrnOO30qxeFHmZkYMHUc5J/P3qnJKztg5A7c0mxhO6tHgE4LAA1CzKCWJ27RwPpTmwWyB6HGeg61FI252HygYzgcVi3dlIFk5ZmPUY+lRSEFgAGAJwBjOaewJiAAUJ1ye+fX/PamZIJVeAPlB/pUjEVnCnOMnp70FyQAW3HB+XHGKZIwjAOSX6EihTIVwWAGehOTQA6PmXJPyLyeODSs/Bb34wM8/wD66nW0mfAcYA568k1H5axk+Y+CBwozgVzVK6Wi3NFTl1Itzs+OAoHOD0x1qFSxLDbgZwWq8HhKjeQq84HTNNNzGAVjAx2GOfyqFiPIHDzKa7iwLHkgHHSpDlY8dyeobGKsO4MQLEyKegHWqM2GnyCFUei/d9D1pyqqUdBctmBdsEPtLDsrce3WlVZPMySqxkYOTkD8BUBiDE7PmXocHH50+JSsSgKhJ6bmPGfw/nWJdiZY2QAs6FW6bW/xpuN8nY8Z4qJHIL+bCQ/UZYY+oqWIpJlCqnoOuP8AJqtQ9BXLNlRn8e4qNVbzACpxnBJOP89asPtA3HI/SokJRmPGSODzTRVhmwAF1Jzn6ZqjLBibdnr09a0Ngy3GPm4GKjeJn6khc4FVfUTRmOwzgI7t15bIoKSecU2YHcjGP/r1ZdHiueXAXjjHP4frTWlRW2oVy5yWPb05pk2L0LMEQgJxwSOpx+FMwcg7HznoKqLOWhASMFsEZUZ49amiQqABJu4ALNjjP+f1rNoFuP3KOGC575AP86KXeq8YI+gooLuhkjhwDkBh6ccVLEMKWxuRx2/hqMIu8HALY6UbhFD+7Y/e6Z6e1bJ9jNjuY3yr5GOQe9KkwBZcKfb/AA9KkWRJkJaNd3c4qAJsYDarZ6dwa1jJPclosFlfgE5HQ1ECxTbjBB9KmiRigKJ0PJxinNbujcYbHOM/pVKaTsFmSW1w6uskTFJEIZSpwQRyCPeuq0bxrcWWmpZSruWEx+W6/eKBssp9eOhrjOdxKjHsOKlRwBWkZOJLVz3e0uory1juI2O2RA4B64IzUpdB3P5145ouuT6TfxSiSSSNcB4g/wB9B2HvXplpqUN9aR3EDhkdQfpkZwffmuiLUtUYy901DKg6D9aaZRVLzvejzh61fKRcu+YKXzAO9UfOFJ5/vT5RXLxmxTTOfWqXnik84U+UVy75/vSecap+dS+dTsFy35x96PONVPOpPO96LCuXBLmneYf8mqBnABJbAHJJPSsS/wBeZsxWZIGOZe/4f40rDTOluL2O1hMsz7VH5n2A71h3PiaWQMtsojU8b+rfh2Fc9LPJPJmWVnbHLMc8U0sMc554HPNSykTz3L3ExeV2dyfmYnNQvKyjaPxNRSNnB7e1NLd+Tx+VIB24tkk5P8qQMoXJP5UhYBepz6Uwnc2TwPalcY5pCfm4UHsBTQVByDk+nqaYzkrgnP4frUUjKWwDg+9K9xj2kUMOR7kU0EjkgbutNAAyxxwMgYpy87v8elJsdhFO6VMkkDAApjZO9tpxz0Pr/k0zeC2cYweBiiR8kgcKeoHtSKQ3dl+wzwcngUmOQMEnPHNI0m1VzhRjGScZpsbK+SCCe/HSpc4p2uFmSO5CEcnH48VBvHLZx/dB9amK88kbfUnNVZAdwY4I7ECsnUjsmWosDkA5fcc8knp9KjjA5BGWJpxdSvUe4FJHKqOGUADrjOM1k6sUUojpkPmKRtPAXjkf54zUTqyjh1yx65qYXTNuyp246464qkwDSeY4WNQ3JYkk+3vWbr9h8pPtWM7juPUlhnimteiM4VWZuxHp+NMklMnywjr90Fuw/maoiQpJh4wpzk5Xn61i25O7KtY1Y7kSoo3eXjnGckj2qWR1aL9+gZT0RjjFULORY5H+flhnJHHtTXm81xgjPQnOP61k4a6F8zsTSojOzMRz2Peo9ywttbLHqAO/1/8A11DujZeZ8gDI28fjzTljE+XywkXJOD1xVKPQRZRwDuJBJ5zjkev1qu9irMZGYqCecr2zxxUoZ5AMsVeN8hxwfxpZJlU4Z27chifzFOV1ogIiyKm2OPdx1bHJ+nvUSSuuW4BPdiMewAxzTJZFkIPmlnJAB3Yxz6HrTVeVSWw+wDOGUA8/p+P8qEgsOaaN2kBHyjrkg5/r1zUtqEOWB9ivp+tVkjaSRGaIKCMIFH3ee9SMixR7iG64JJ6e+KryKLaZC4OSOgz7f/qpMjAVSSeMe3NVY5HdiGf5hwMjn608Eq24duT6DFDWoEq44CbiM44okJLMA3AGMj1piDchPICk8gZz2AqORsfLkNjoOlVa4FWZWUsoyeMf54qsyYQEnaAOCTj+dWppGwWcjjkE5PPpSwW0jSvvRyyrgYccE/XjOM1V7Esls5xLbcjaBn5sdf8A6/NSKu9CWZeu5Qcj9adFAsK5wVK+knB788f1oZEyAz8Dr9elRbUQ9IrYLiSTDe4NFNN06k7VyDz1x/WilysLkQbaCQMn3FDsm4Z3DcOx4/Co1PG0nAzxUoPybo8A9yTVbMckPjjcSKVbj+LAyR+FXBlAcED6riqCvIx/dzAH1xUpdgg3yeYR1pNNsI2LIYk53Y46k5zSgwyMd4GenHaqbeYwzg7QeD3Bpyr5hJJ2/wDAulHLbqO6LISFWyFZ8/7WP8/lULxtC2cHZ7mpRGu0FmIGM59fwqLcynbKq49CRWtKbvq7kSSHq6kZ546+v1rf0DXBps5jmb/RHOXwMlDjAOPT1rnuNqleV6FT2zShnjcdsfpXTGbi7oyaTVj1sSblDKwIYZUjuD0o3NnrXndhrNzbqkQmb7PuDFN2cAf3f04rpI71Jo1kjcMr9Dn17V2wqKS0OWUHE6DccfeFRtOi9XH4HNYpmI6UnmFjyT9BVk2NR78A4UZ9yaia9kJ+9tHtVLftxwDx3o80k8gYoHYufaJO8jfnT1uXGD5n69aorID/AF4pwk54JBpXCxoi7PTg/TiiS9WNGds4AznNZplAyTxiqVzd+d8q/wCrXkZ7mhuwKNx97qMt6QmNsf8AdB6n3qrkhfr6dqYWAHTvR905VuvWoci0h2QAeDk9z2pMHOcYHXmms+0ZwMEZqJ5M7gvHYCpuOxOzqMcDA6ZqJ5N+0LkeuRURVyx3HA9aVnxjkKMdaVx2JCcE88+vWm5ypOf0qE4JLFwD60151hAMhwT0z2FRKSirsaV9iVnKoc+ny5phkWMFnYAdTkUz7RGwLh8g+9ZtwpllLtgAj7obkCsp1oxWhUYNvUtTXo3Keqn04qhJeeZ8287cY2g4xS4jO3KBuOCzdh3pkjb/AJVUNGMfdX5f5VyyrOWjNlBIsRTvGBuk+Ufwkk1MbtGwdpVOgIrOcOScgAY4FNheTaQyNt6EnilGrOK0YOKZf2GZ/MlXCd+cE80p2qDuCoBnAFCskMZjwF7FiNzH0qBlRyfkI5Ocnp64rncnJ3ZolZDvMLsm5v3Z53nnFTiVEVY/tLBfUfpUCOo+cyHYqhS4GPwqCUxvIPnwfzP40ctxlxpI3BClZEP3uMZ/So8CGN35J6gt0qBZQBtRlDHgAHqKeZdwwfmUD5eck+p/OizQgTlNxA3k53MBx2wKa6s8Z3fNtHJP86cjoYSQGCgYwx5JqEMJEGflAGcYz+v5U1e4FWQEtkbQBwDULs/L5IPTcBwauNDwyqwGeqg/zpqrHGAA6NlsHIxyelaIRKAsabckt3Zjnn+VV5pUfO04X19KllTZGpxuJJOQPf8AwqAKzSBShx3OMYqUtQIzIZFKthse2PanwJMZMJ8rKCMj2NWEsldwyKwwBznHHQnP51eSFeA+Cx9T17/5707pAitGZGl/elSEXBJHv/n/ADxUU6qw65GeWx3q3KqksjKMc85z70x48uG+73246/5FRzXZRm7niTCIHU85xnB6fzqWDz5U2/MFHGXG3cevTAxV0IxAIKn04/8Ar1G7NuwFJbOSc96q1ybiRvLg7x8wYHg5+lKw3chmDf7xwP8ACovNKghl46gHj8aQtzuzx7jNVYYNJhgpUkkcADrSyvGSAcnIIPGeffNNPmMpEagFefmyQOeMimEi5gLjYHAIIIPXrTtcpD2kKhcRkHJIzxwf8cH/ACajJLcheR1GMfrUqoZNzOOdy8lvzx6UqBAAxjA45Y8jj9aGxXBImCHbIFDAqSg5J6nnuKkDlmUbwBwNpOO1RCVZdq9G6nI6fSn7Bgggr/ePTH4dqQhHZeCeefvE5FDKuCNzMAe/07U3eNpXG4dgeCacqxyouXYHJA28/p+lNhYiZTGcMqHPI5AwDRTxHIcndGpzyCV/woqdCSIxjjn5e+O9SDaEwF4pi524J6cigMew59KsscIkJ+Ynr1HWpCFOOCOe1Qtu9OewpBKQ3Lcd6bVxWRZ8tiRtkPXuetKsbOxGDH33EcZqFH5+XO6rAc4wRx6VPLYY8ZjjU7QynhMcY9OMdaScyMikRn5T6cigSDhRhe/Hf0oaMfJh2GTjHX/9VQtHcT1I9wjAbdnPXjGKkSUOBgjd6ng1VuEjjkxuIDnGcfypUnjRFCqfc4ya3u7XM2i2Ack56DIBGKekzQy7hlTnIZTiqonP3mQ7R3x1qykquowSo6AFdwq1MTRvW2sRMFEwIc90GVPv7VopMJv9Uyv/ALprkzGrBSABzhSD/SnqB8vDbh1IOK6YYjuZOmjqSe3ce9LnscGsSDUp4Tsn3SqD95uv5960lu4nGVYN7V0RqxZk4NFrdz356UpfC5Jx9aptdMw4GDVd3MmSTk/Wh1F0DkLNxchvkH3Rzx3qDzemAP51A5A4PIHp3prTNg4449MVDdyrFgylfXPfHWoxPzhOue9Vslm4HT8KcpCjjGelAE2Wxl8rx1PNN8zBwOPrxURYt8ucUoyAQccd80hjgxxx1PTNK7euQP51GXO7gZyOvrVSW7cOdpAAPaonNR1Y1G5ediqFjyQOFJrJubjIbLKx9v8A69OafkYGT3PpVZ1KvvO5j129a4alTnep0RjylkMwJb7xP3Nw9uo9qRF2ne4APbH+f6UyQ7JUBPzYXgjgfp9aSSYuDtxx0x06VnbUtLqNnkXsC7HrVXc0IDkHaT9CfSrDklQMgHGBkc89aqywSqA4BGfXvTS6CsJLckjOMNnuTkU+1klNwrbXwoyeCMU+IeWhd1ZX7bgRinrJKxGEJTp8vOcUPsFyQ3Ds6qFYgrgoBj8Pcn1qvNMcqHYqccgDgfWrTRTbcJIOAfvD9KjMMwIKyKrccAZ/WoSQ7jbaN7hcyMyIORgcEH/69SSIkSYDqSR3FSIrBPmk47lnyT68017dcABsqT1yOKXULoqsIgR+9TOeuetWA6RLhMZI7d/wpRDbRtv3nOMDipYVQHIKccjPJP4U2FyrtlbecNk/l+VOXfHGFwpOOeKnnkUk+5xkHFU5bho2UdRnnAFUkFyWMkBl2lQx6gDk01xHuztBkHIYj2o8xmRQ+AT0IoWAtkFhz03Zz+VMRPbET8429evVvpTzFjALBVH3flzj8KjZWCxDAO0ckdveq8kjEMpy4xyXJ/l2qRblsmMPsIDtnnnAI9qVlYEgMOTyccZ96yxNsBXOVz0WpBcBiCEKkjChWzn0o5R2LkpjcgfxDA+XtSBWCg7mcnrkY/TNQ7PnDrkEY49TT5HYITtI44UjFAA8244UDPOfQU0EEhQwIA7cVGjFmyTwT1I9KOSjZO3nA4GDTAewZh/CyAdCe9GI9uAABjk1VIcNtUjrwM4pxmJctLJkYzw3Wk0wsWiIgPvEheg9D61UncIcRxqHfgnB6dievfFIJEbDKufr0qxH5ZYNhtyfxJmnew9iWG3IRSygdOMHHWkLKMsB6jkc/wCe9ObawyHYMenOAaZtbb9zoeCD6+9JeYIrsWZSqliRyMdqcis6sxJJ6HPHPvUrKAPUHqRTWZlAwTnP8Rxg02A9cIpOcgnbuApjuzAAE7/1x+NQhZFDqD+JwM/QUbhhdu0gHPzNiovqIN56Eg44y2TRVd3BbuPYCiqCxMMqcglgDwfWnCRTuBHOelSqBjgdOpqN03MOme4NXcoTeFwD07c0nB574qQKpOGJz160jxhcZbC49KdwuDH5hxzj8Kd5hHP5UxCp5NOZd3IJOKLjHLIGbpT5QVQ/Op44wec1Cn7tievvSs27rk59qdgGxSs5ORnPGGPWkUhJH2hhwOCMfrQUO44GGC/L2zTfPJZWzz0zmml2MhVkctkjjPPzVKzBx8jEH09fpUWxWd3OQOpOcc0FzE33voaoCaKd+jkkZ4I7e4q3u/djGSBwOMj86ywxJ4XGfSrETFZcZyD1HrRbUVi/vZWADA/SpRMF+XaD9ODVEsEO8gEnke1I8oYDg8eneqVxWNVL1hwyk+5NPN8MHI+76VkK+0eg9zzT/OJXhs88iq5pInlRqfakY9RnvinAoccgknpnJrLW6zwefao1ugMjBL54PpVqpIXIjZYHgYwOgpwQjJ38Yx16Gs5Z52dQVfG08gd6u2s1rIjBboyzrwYlIDcdhkfMfYGm6qW5dPDzqO0ST7w4YHt1pGCgYwuc9MU1XjkQSDcwYZH0pRIu3IVlPsMU+dGfK1oRSvtcKCQCOvb/AD/jWZNvycIRk4z/AC6dKv3TxkqwzkZ/iqosgONvGegAySK5pSu2zWK0EhBWMAqCwPJJzimx7iWO3IPU1Myn2RSOWz1pMH7uCoHp1NY9bl3CKF2/14Qsc4wcg9u1KUHIVMj1PAH5UySTy2LEHjpzQsriFANzO/OM85NG+orsQpErltpBHQBj1pFkIbdyAx6nmrCeQOHfe2Mk54XHXHr9aSTyDktnYOfr6dqnmQ/UgwJSxkG2MLwc847U8SqqjaTt6Bc9MU3zIZg2w4A4I6EelRkoMKDhR9OKdgsSeaZGxtbHcjpT2nMcSlflJGQD1qv5wwFTO0dc8ZpssbAgZC5PGKLBYGkMkm5jtbGMnn9KWMMdzZbsCCOvvTyjRhfMAIJGOPbvS7pJPmKjZ2/+tTCxCFKliwZgeMYPFORHCfuztDdcjmp1kVkILlc9T3pjuNoKjCj5RgYo1GU5mdX3MwUdqkhVLj5mRjGPvE8Z9sVJDEJHLSdE5GMEmpZGG04PT24o12CzI9370lFUfUdB7VO+zb8xGTznOQB61Q88k428knk8D8u1Wbl98QCMUwc8ev8AWhqwNDJBIQWXO0g/Megx2z/npVZoyA26TYqnp3Y+o7UJK8TMx2luuQQ2fyPFNa4MhAeNnAPcfyosxWK6ZaXGAPccjjpWqhZAGJBY9BuwB+HrVWMIWyVOSfXkfU8fpUzMF5XnHA9aW7HYlEmWY7unU54H0qCUHK/eyeg7U8Oqcqhzt6+tQBmkuFDMF77yKdgsWESQIFPy546fiKidQnEmSRzjPX8akuZWiI8sHjpt4/GqQnfLEozE+4/OklcLCvF+8UGXJPGB0P61Fvw7Zj565HT/AOvSiV8EYbH4Z5pS5xjaD1+YjmqsOw7zsAnOTkgkdDVhHDJk5O4ZIAHeqG856YUH9aeCQoI3fhgUmgsWgyLJkgE54zxipvOJBbIz34yazYjP5wC7FZvlzjNaESlEUsfmP939KdhpDyxWMsSDkYyeP0qMvuwCQo6ntj0zUvlb35Ucdh6/hUM6eQh8w7f7oJA5osKwyTccKQDzglun/wCuoSpbGWBz6Go/JmkOWIAbAAyPyAq1FaMUDtOoRlJGEzntjn3/APrZpWC1yAQNtBEYHHIJFFWFYBQM9ODvbBP4A8fSilYVhrnBGCcd/wD9VSADYGAAbPQ1XDhW9/zqRSDgnr3I/pV2AmYKFyVI7g54+lIHYlgWUjHYZzSmRVQAPkY5JHempMjH7xAPQEUrMdiJh8/LHHrTlHlqT/OkwsbFgQRQZwectk9CeadmwJFy6kDge5xSlckkAgjqMdKjWTkNjkegqRZWZycHPT8KLMY8SsMA9PXrTBEfMJZgAewOAfwpHJLZxtJ61Ok2whm5PQHAyKa0E0QPHHvz5oUnswyOaGWPZu7g/jVuW8jO5TCrk4+ZuT0PH05/SqplXb9xeapEMVcIDgZB6n1qVduQVwfaoVlXP+rWpkmXIBRfw71TEOkVnAyOe3Io8p9q/cU9yWH+NPaQcHb36bv/AK1BkAGVj9f4icVSEEdvGPvTJn2H/wBerAESqCHDkf3u36VApYk4GB+FTKRjBQHP8RJ4/IimIaSFDENGuAedhOP0rqb/AEyF7D7PZ2EdnqEEiFoWm3TzRtEDkrvYAkspCjp81YWn2Rv9RtrJdmbmZIcAH+Jgp7+hq54gvUvPE+pXkeNr3TlGU4IVThcc+iispNuooLtf8v8AgmkWlFtmbIk8MmyUyRyY+68e0/ka07pdLaGCaK3tk3MMWxyHlHIJ4PJLeg6jt32rOTULvw/9t1KC3vbESGNFmlCzvj7zJ03YPHXJweDg1SdNCjjaL+1bu1iVyxjkA8xHPDDdlSORjGR0qqkW9kdGH9mm7yt6r/IwkSAN5UTr+5wjohGA3fOOnOaWSMMuAzL24NXLzWdJ09YLTT5pbhICQlsYljiQk87gGOTnrnJPeq5kIGwYAHpVxSloY4imoWlF3T8rfd/wyKdxGeMORxjioIcxqQM89wOauTncF4H1qm7BWPHfPSs5Rs7GcXdEueOrfn1poJDE5PPvTFk/2R9DR5mXx5S/QLWZRHNGGfP86cgGEfABxggCpBMTgBF56cD0pDKcEDgfWlcNRyRLt2gHGMHjn86ZJbRFt2GJx1yaPPA6ZX6Maa9xxgZ+oNKzBCJEEjCckKOAe1MKL1Cil85T2OfUmmh1x379qeoXHehLNz70kpJAOenSnFlxwp/E0jN8mMHPrmlcYnmE43HOOlAbB4poIOPvZ96DxQBIJMAgUhbcuaiJ5JpynigCNsq2RxzT1fK/N6UjdaZ7UAO43e1TSkPEATziq+eRTi3yjrQA1UCn601+lPHT8aa1Aivlg/tVsHKjiq+OamU8CgZIDg4qJ16H0p5PNI5yKLgBcsBnsajONxpc4zTS3PSgCIjGKQrzTm60elADdgqRelJQDgUDFKjNSKSFwDimA8e1O3f5xQCDOCSPrTJGLg7ufc0pbjpxTd3FNjIfmU/eOPepEkwRkAgeopCMmkxSuK5OskJGfsqHJ9WP9aKrhivAoouwuLsJJwTj1FSLHx1b8TRtGfvAfgacCNue/wBKu4XFNugAOc0qRqGAPNSK8fy5ViP4sNgn8ccUwMB25x1zSuwuIzLvwBx6UuFA4HNRk/NnH607NAD0P5ZpxcBsgdqiDHOP0p2SQOaYxxJY9M8U2RiSKQk96ackg9qaIbFJ+f8ADvTguQOQPrTCDkVKozx+uapCGKh3VZSM55zimIhJ+8P++qtJE2OCDVWJbE2Zxyc+lTCEMoBNOWNiBkHirKQkAcH8hWkYENkKwqvQkg0/yx0GPxqwIx6f5/Kl2fh+NachPMaPhNBFryXpA2WME12cjukZ2/8AjxWsVELMqhXkdiAFUZLMew9ya6rRtPZfDWsXryxQpPGtrHJI/XDb5MKPmPCKBxyT7GpbBvDWhSC6a+e/1CMkxvGNqxt0yic5PuxPsAa5qdnVm+1l+v6mzi+WP3mb4vuF0m60PSbaVzd2Vo9vvRgQkzYLED6l/wBPrXHF7q5mniuI980C7VieMJxkcEdBw3T6Vp6zJa6jfC4kkgjkkdim6XfIuD/EobgEHGCMnBq1oGhQa/qUi2WsafazKgSWLU7vyXlk6fu8L8wwqnseeldMUlrcJOUkl2OcvLuSbUAt0wLqYlaViSwAVRhj/EAOAeox1NbaykgkZGeoI5HsfeqGveGtVsPGMGiT2qLqM7xrDGlwjRy7jhCH4wD7gfrXY/8ACIahNbssdqIdSjVn+xKWYXEakgtEzE7nUhlaMnPy5XPeFKPMwkpOKXY5pugqCQe341OcFcg8euKYwpyiZJlcA+4qORTu4DflVkDOc8iplGngZla5B/upEp/UsP5Vi6ZopFDYQPXBP40rcdz71cKWzKfJaTr1lMaD/wBCNV3+U9QR/snNQ4WGpFdj1x0z0qN2HpU5ZWyMt/30f8KWOOENulztHZYyxP4HA/WlyjuVkJ4AzzxjHWrSWV07fLbzscZ/1bHjpmrVrrDWJ3WkECNwRI8ZLjHoS3H4VNL4r1WQkNqkiZGAquij8qtRj1Ym2ZpUrweoqNu+AanmlmnO+WZpWI6s+4/zpq2s04LRwyOM9QOPzrOUddCkQqp9h9TStn1qRLZnEgzEjJ1DzRr+QJyT9Kclq8qPINiqoyS7Y4/KpcWO5VJPp+tOQ08W8rRmURuYx1cIxUfiBitG08OaxextNaafLNCo3eYm0KR68nNHKwuZbH5vWmHgmtP+yJxJ5UssEEveOd2Vl+o2nA9CajuNJurcSPIqbFUHeMlTnjAPc0+RgmZxOO9IW9/1q3d2VxaKrTQtGT1B2gZ9sMT/ACqmentRyiuPTG2kbFID1NDEYpNAN/CnqelRnHpTlwSMkgdyOTSGSnHvTWPHf8KTnFDA4HuPrQ0A047UhPPFKxUrhY8EHJO4nI+nSmYGCd44OMDvQAhPNGaQ0uOCcjI7etAw60UuE3j5jsPfHIHuPWj5fU9PSgAU/wA6U/U01cUueOtMY0gHtRigtx2poOe9AhcUdjSc5palgNoo/wA9KKAJc5PTmgk46U3nPQ0E9KsB4PFBbH0pgNB/CgBc08dPWmCnjpTGKMA9KeBkU0f54p1TcBjZwKaOopxPNIhy+1eSeg71okZseAMZyc1ahAI4gDe5z/jViCyeSP5bS8Y/7JGPr0FW7ewIBaSO1hIPy75BnHvg1tGDIbRBBA+zIhiUHvtz/U1OkIwN3lj0xkfpU8enrn5rm0AH9xM/q1Tpb2w+UXAc9MJt/koJreMPIzciuqIB/DkfX+pqUCPGAV+mBU4jhj/5YOfco/8AXFOVWY4SI/TGB+daJENkICnoAaeEc9EP/fNTGKVepgQdsyof/ZjTWCopZ7iPAGcIM07CNG9hki8M6WrYDyyTyAHA2qG2g/id1VovDEl6C1xcywQkApBA2XYYHLvjABPO0Dv1Jq94iFvBc2mnuZC1lZxQso/vFd7fjljWlJFvcRySN5G0YRPlB+p6181mGKqUsPGVN2523fyvp+Fj1cNTU6jUteWxDpFtYabdxrD9ltpVQoIoCDuB5O7jOQR1z6iuZ1mKyvNVujJ5UxfAKS9cjPIPrzXYhIra1lEEaRjYeEUCuJulW4kzIqsvPJP17flzXjYNynKVVy8v1O6rZJJIoQaZJY3trdWly8LWk63ECSr5iI6sGHfgZA9K66z8c3kSJbalZMgWWWYXNi7SBGaQyIRGWDDaXcdWyrYwa5gR+UcwzPH7Z3D8jVi2UyynzdpJAA2cZ5zXsUsRUvdu5yzpxtsLrVzFf6pPfRIYxO+8qybSW7tjPGTzjA6+9ZpZem4Z9C1d7ZeC7W9tIrma6aMtnMakDgHjkg1eHg5IYuCrZ67nfAHfoyD9K9yEuaKb3PNlGzaR5kFPXApjlFYbiAM9NwXNenp4TjwCEsIAqjB+xq5z6nLMDU7+FlcbJL5lVhjFvZwwH840z+tN2YJHlStGN2YB833cytx/LNTW+mX17xbWN3NxnMNvI/8A6Cpr02Lw1Bp8WIL/AFFdhypRiMeuCBkfnVW40XSJ7hnuppbiUDDtc3RBx/dOf5VPKh3OA/sO/wCRLEbckhR9pmji5zjGGYN/46afN4WvovLZvKeNgSz7twT65A/TNd2lno1lEDFYkADbm3LOWPfcQcN/nin250+OMNFpEuzp86KpYjB9f6UuRBzHBweHQyv517ao4AKxxxyO5yew8sfqRVlbS2to8Rz+II0AO/ZDCvzdgPmOOe5FdylvYg4TSoxGSWwZ4gFY8Z2scc/nWNqNyTI/lWbr2Ajct0GOPlIGMnoe56mnyoLnKrbWc7Sf6Fq1xIOWeS/iXHbnMR/nVQRWrMyrpqO/VRLqAJH4LtzWvPrcySkNawOQcr5ixjGOMAgZ44qlJrd/JD5QkWGDo0aPtU/gpGahxRSbK7xoCp+wwqpGQolnIIHcfMffoe1NW3iklyLZCuNwRHcDA4zuYFvX8qSO6u45PNjmeHuWikdOfrk80OJN7vLLBJnkrLOzc/Ud8cUWC44JdRSqYG8jG0hopdpXPTJLA568/wD6qszXes3Kg3Oq3vkfd3y3suxj7csPpjsM1SM7QMr2ywQyZO3yONuR0wcn8Sf51H5khUl3jYkEN5zZx3+7u6+nHpSAcbWE7/M1GHzB95W8w/N/vBWB+pPeo1sbIRrLNeMgZsHy7Nm/Ikr/ACpkj7okDTwnAACrFgj1ydo/marltrcBWGf4lBzzUuwyxDYRTTYhMgzuZQsBYlR7KPrk5wKieCBZ/LkmkjUZG7ySxz/u5Hfjr71XYHdhlAPoVqe1njhYFo4m7YaJmP14Yc0tBkKeXgb5NrE4KhckD168/SlYof48tnpjH6VtRtAsayJAjQE/MRakL16fPNyc9sfTpXS2hhlR40tNHk55Jnt48KB02c9Rk/ez+VHJcL2OAQQFcu0wbJ4RFI/MsO9TD+z/ACSd975mOPkj25+u7Nb2qyWcxSKWGCKRf4oIkIb0zsy3Ttk/nXNl2D7ipDE5yV569s0nGwE5awK5X7aW92jxn8qaxtcnaLnHbLJn+VEshuZixQjJIBSNV56AEdBz/M+1QgFnCAqCePmcAfn0pNDLROj7T8mqBux3w4/lULNpxY7VvgB0BaM5+pxx+RqvIuxypKkqcZU5H4EcGmFjnt9AAKm/kFgbGeOme9H5UhP0oH1pDHCikoznp+lAx23ChtyHPYHkfUUmeOtNpSeKYDSfqaTPtTWNNH5UEkm7n/69OXLHjA92YD+ZqIHnvT8D3pMAHzc5A+p/+tRSFeehopCHmR2ChnZgowoJzgdePTmgGogRjpTs5PSrKJKMjFN7etPAOBjP0FAAKcp45poHPf8AGlB47/jQBYhgnn/1NvNLjr5cbP8AyFSSWlxAD5sDxkHo+FP5Hk/lUCyyCMIHkCZzsDHH5U+GUwkBFQDPZVBP/AsZFNJNgyIAnJ7D161etPnwkc0m8clTIsYP6lj+AqQ28SsN8+jRk8bfOknY/gm4Vft7KVkAN5JFHjkx2iW6/mxVj+VbxiZsWOK5dgBFbxr1JaBpf1k/wq8sVyhO6eIKf9lVP5Kqj9aLW2iUjbPFc8YDi3ilb/vof1q/HG4OIxdEntH5afogB/WuqK0MZMqpGrdbnd/spuP8nqyFIBHlM47+YpYH8GZv5VKYbgcyx3gU9PMlcfzakCxpyLQOfUtn+ea0sjO5CtvdSnbDZgc9Ut0X+Sir6eHNXkO6SERrnGXIB/z+FLbatJZHMdlHx6v/AIYrTg8a+WNpsI1HXhhz+tS+ZbFKz3KZ8LSR7jcXMKbfvFmIAPpngfrTtH0zTLrXrKwheG7aWZVbYiuNoOWJOT2BzW1D4001vlewZOMA4ibH4Fs1Mviq1eVnjkv1LDb/AMfKoFHtzgflUNztsUlG+5WvLuV/F19CLWzT/T5ELmPzHOGJ4B4zt578c4qleB7d3+0HDbmZBxkAnngfw+hH0PNWbqY7JbKBDIWIkFyDiZgw3KSQpLHnnJP4DiuK8V3VxO7Ws/nZgY5WTCEsedwwO4PoO3pXl4ylCtTipaLodmHk4TdtzoLi+j+wTbZATsNcg1ypzlsHPesB9Uv7aGRAXdSMfMBkfjWZ9vuZd5+bcTxXnUMAqcHFPrc6517u51TXMYP3x+dTW+oQW7JLJKvl7hkjk/l3/CuPjjmkbLE1oW8e0kkA54OfSuqFOENzJycj2nQ9Smu9NjkWzm44VmQjaMnjgZznOffPattTHEuxXCludgUAk+/H9K4rwpf3kllP5VqzkspeUyoSWPPdgx49z6YGK6FxqchJj2ZPGfmDcf8AfX869WOsUzilo7G4N+0OofOcev1GfSm4lIH7uX0JATn8xXLySakjDzAqsG5EcqksP+ByJiqM9pflWka9i9cSyRIo+p8/H6VXKTc66RJg2GmuWwBwJEQD8dtUrhtObD3EdqjdDvmjc/ntJ/8A11yCywwkLJr2hKQclP8AWZPPUKxHf0pVe1eLbHq1gT0P2eynYFfTg0WC5f1CXT5JFFpexruOWYHzAMf3cLk/kKzWgVI1aSVHRurCGQKD9ccdaa9zYLbvEb7USG+8UWYL+GcgdPSlXVPDVsgLahfhioRhcMzj2GTbnj2oCw5bK3Vy25QSwydrLtA5PU46dsd+3Wq08tlFbkJc3RXb8ixXLMrZ6ccL0pl9rGim332Qs7mbj5WsZVDD3fC/yp0F1Z30AedvD8YBzsl1K9hcH6BTn8DiiwFK5urWMD9+wR14CRopTGOq5zzj1zWXdTr5qYkmPAJ3xqCOTgAA4xg1tXMejxxBo4PD0oLYKW2rTJIOOpM0eMfTmqcuqafAWhGiw7VOMxXkEin/AIF9nOR+NS0UjOKWv+sFyWPXaYG3EnrngKPzNOWK1uYyzalHbNnlJUlYnHA6A8Y461b/ALasWQodHROMBkNuWH523NU59QtvKSO1sIoiud0k4SVyfXOxcVLQy3PpujrYiaLVlmkxz86ov4JtLn6YzWcLWNwim8jzjCs5aKNR6ZdRnqelEOqPFGyFLaUN94yozFvqc1DPeyTqqZWOJPuxRM4QfRSTSdhj1t0j3MFivo1XLNbSkqnP8RC8f4VBNGiCNlScBhk+Ym0H/d65FSSajeyweRJd3Dw9PLaQleOnFV3uJmhSFpXMSksqF/lUnrgdqnQBzGzDpthuWQD5g8iKT9CE/wAakhuVVmWGwgkXBb9+5ZlAHzYYFB+mR2qkzf5zTGb8Py/wpAa6XTwQGdLLS1VvufvN0qZ9B5m4/VgajXWb1bdIPMRolYsEdA2M849cDnAz3NZgYD+IfnUinIwAD71Ldhot3szC4jmjvEk3oG/cZj2dsFcnBx71XN1K2CzF3XAV5CWKgZ4GTjHJ7fTFRkAd80zJBx/M1PNcZMk8yIVSaVVJyQrkZPrwetRmmg+uaC3HUCnuIQ/WmkenNBJ55zTT68flUMYrdAOKM/8A1qT8TQB2waQDx0pS7btxJ3ZznPemDjgUpPt+QoKDPpRnPGP1xTMn0oJNAg2KGxI4TGcnGR04/X8qYMbXbchAAAGQDk+xHOO9IxHTv6Cms5dizEZ78Y/QVQhylge34c1LuBUfLg+vrUG4cLxx1OTzUqkEDmkxC8e/5UUmT6UVIDQfrTgRkdaRUYkDgE+pAoYMhAYFSRnB9+lUDH9+B+FOGe2fzph5G707c8U4kc4YEdc1QIdnHWnbsjjP0xUat9BUiSqqsGj3FhwSxXb7+9PlHcsWaQtcxCeSNYmJDb5DGPxYKxA/Ct6S1sDGNjeHoVIyCbi6dmH+8xBH4CsGJbExjzJrsyEciKFCo/Ev/Sr1nZ3dyp+xaDPdrg4kMMjc+pIO38K0irCbNS0mhgm/cTaMzkYYQ297Jn0yzY/mBVw38UOf+Kk0uw5+aOCzUNn3+ZjUlpp93F5KTeGp4tp3YSVdo7fdxgnqcH261q25uUO1bO4twP788SA/gif1roSMpNFS31GG7T91rN1cEcbhau5P03ZH/jtaIhldcuNUZT/fMsY/LAFSrPdZ+Z2I/wCml9I36ZAoJ7n7ID6gFz+ZBrZGT3IEtYw3yWS7u5IyfzLVIbYjkx24P+0yn/GpBKh4M0TezbsfkMVJHKinieBfZbfNO7FYqmFh3tR9IUb+eKRoJCPkIb6W8eP0Q/zrWWRyuVe5I9Ut/LH5kUwvCx+eMuf+mk6/0JpXCxiNBcKeZAuO3lIP5LTQ7xtxcyA/7CL/APE1vgwgfKLaMe0bOf5UjSqBxPc/9srYL/M/0o5gsULu4lkaG4Q3CrLCAUhcqoKkgjHJ7g8k/ez3rm9TTfdSDa3zPvO45OcY6/QCutuEeW0dVtdVnbO5T5ihs4wO3TmuYvobhTHcS2V3bxM4izOozvC8r354J5559BmvGxsZKlyLo2/k/wDK56GGtz8z6qxiz2CNEx2joetYKWyKxwABXYK0cqsinP8ACa5yZBDI4Y4wea4MPUk4uPU66kUmmVwgXoKXzSqFlAIHr60oIf7p69Ca09L0DU9YikexiXZHlWuJW2RBv7u7u3IOBziuimnJ2sZSaSudrbeEdGaziFzcgTkDdsuwxz6YwMfTFSjwRo4Tm6u8dmdlCj/x0fzpttoIggSKORUZVAIjkkk5x/seWPzFF3pNlErG4iiUEYzc3CQg/wA2r3IxSVkebKV3cqt4T02AkReI9gP3ljj3k/gjCqc2i6TAcx6jqcs38BFh3/3TlqtJb2TpshvtLD+lpZPdEfQsW/lUp/s62AjvL+8iB/567rdP++Sy/wDoNOwrlUf21CgEF34n2DpttTCP1kqld+JPEMUhjk1bUEA7NMgP47avRy6VLMEtdHttRPqJg/8ANBzVma50+wIWSy0HTmPOHX7RKB7KqYB+po1AxI/GWsxsT/avbrPJu/mau23i29uSft+uarFFjI+yW8TBj6AEAD681px6hFNGDYnXJOeTYadHEp9g3ljH160+DS7i+dpD4WuLg/8APXWNQZiPooz+gqWxmBJeeFWlaWa312+lY5ZpJ4YQx+iio31Lw9giDw/sbBw91fzyDPb5Uxn866X/AIQexklaS8uJIWPPkwSRgKB/vLmqs/h7QLNwJb6xhJOALmcSsf8AgPnL/wCg1JRw0pUSNgrjJIwCB+APNSm1RQd1/Yk5xiNmlP8A46pH612E3hmxbEUOoiWGQZxBbQR8dcfKjyfpVW68JSRsjab9u3AHInZYw2D1DEowGP8AYz346Uh6HJIXWXG91bpkAqabKGVtpzx2wR+lb0+jlTuutS0GzkPJJvJZZD+RfmqNxY6ZGNza6kjekNhM36vsFOwbmWzOxyzZ96T5s8fqKkEIlmMcLgr2aZli/PLYH50r2ZUL/pNi2f7l0jY+uDUtDK3J64oZHVQegIyOlJgdN35UmBznd+AqGhjD15IppOKGHPf8sU0gnv8AmaVhijk47UpLE5AP4Uzqeev504YwOM+tT8hoM80Z4xSZINB65pWAD15Jpc8cdhTQuWwoYn0AzUkRiDgzRs6YPCOFPtyQf5UWAhJ68Z/nSHpyP1qZoZPsyz+S/l5KmU/dJ9Bxx+ZqE47DFS0AHHsaO1BCjHzZyOQB0pO3SlysLi5/zikb8SKQHvnFIenJpNALn/ZpCcDpim0fzpDGtu5/wqPB6lcfQU8kg8gn6cU3IzjB+lNAKGI5z+BqQNx2/Ooiwzjv+dOwT3FDELuP+z+VFJk/3j+FFKwxwJ6569felbqTxyecDFIBjPNKRx1prUTFJGOmBShs9+MU3PtxSD8a1SJHjuenvmlDHP3R+PNM56foK1dK0OS9KyzyxW1qwJ8x7iBCfoHkWrSuBLpkNveMIjpd3eyKNzCG8WIfqhx275rsYfDcbRRj+xIthXpN9qn2/i0kS/pisuO28L2myO48Q3M20YCRXzHHfgRRMP8Ax6uqttK0SeFBHpcksfZ7hSQfzYH9K0ihSZTXwvaKqtJY2ELei6fH/wCzO4/WrtvpqQLtjcovpFHbQj89p/lV2LSbO2AFtp9rCB0CQcj9P61N9lmb7kH6YFaKxm2ytHbDp5SP7veM5/KOMVIbRV5MdpH7lGP/AKE1WRZXDDDKfpkUi6fID9yP8W/+tRcVirst14a7g+gjH/16ljjhx8tzMf8Arja4/XbVkW1yvCTW8X0XJp32J2H76+uJPZSFFFwsVfsyFsiO9c+rBV/nTjGqj5omH/XS5YfoAKsiztk6gH3kYt/WlEFqO6fQED+VFwsVAQD8nl/9s4XkP5k1IJpF6LcH6mOMfzzVry4R/Av480o8odFQfQUrjsVlnckFk/OUt/KsTVrf7RZti1lZoJZCDHGg8tfvcuzblBABIUHdn3roy6/3aqzxRSXMcbRLscMzKcMHxj7wIIAHHPUnaK560VJp99PvNaba/M83jnRV88si5UHzTHjI69+ce1Z+qKFmLc7W5ytdD4mgjF35cfkLIDwlpct5rHH3c4AHuAv41i62jtbW8jxOFG3AeUcnj8CR615Do+xqpXPQU/aQvYygW25jIYnuVJ/z+ddj4F0q5mNzcTacI2TAhuLq3kAIP3lRQwQ8gEk5PNcrai9WUHSmvxdv1S2hBIAI53Ak9QOmBxXe+ELbXIVvZ9ba/eaQoI/tk27gbicDccc47CvSw1NRfMc9aXutHSm0kZdrzKR/dEfH86bFplrE2UtbYN/e8oA/oB/OpQJWX721f9mhkiXqGkPoSa7bnCNl0uylGJVEvr5jHH5Emkj0yxgUi2ihiJ6m3gAb8wtSjeMbbXYP72Mf1qVku5F2iUp7rjP6g0hlG40WzuQDcxXc4HH76aQj8i2P0pkNnpelt+5t7a2bHBWNQx/IZqxK0Np811enk4/ePkn6Af4UguUbmKK4kU9CI2QH8W20wGNewmTMt/5a44RyE/8AQgGP4U25tbe9CP8AZIr1T3luGVR2+62f0FSLJyzCBYWPcEZP12/40jLcsP8Aj9VfZLbP6sx/lQCZXj0ZLdt9voeiI2eGChmHryUX+dJNb6lCube+0jTGJ4P2dMlfz/rVuK3O4Obm5mkHIBkCqP8AgKhR+dOc5P78xn/ZeMNSsO5ympXNzGHS78U6hLGhAzaQwBXP+yEl3Y+orJl0CXUHVrZLxlOPm1K5jjwCOOC+fQY4PsK9GTEah0IRT1EZRAfwBzWfexvqCtDJKEt34ZFxlh07g4Pv19MUajuebGxsoPkn1mBCjEFYLeSXH4gAH86ikj0wr+7ub6cjuloqA+3Lkj64rqrvT/CFuv2efUba3kjbDLFKDKCOx2oWzxVM3vh2CJhZah4lvGz9yC4eJSfrgfyosM5qQW+wmKzuxjq0kwYD8oxj86rAkkZP51uvpmr6oWkih1g25OES4WeXA92wFNOj8LuFdJbqMT4yqq+4fiFVm/DiodhnPdCfWmnp/wDXrcPhPVPtHkx224bd3mS/uEI+su2i68Ia/ZQtPcaTcC3VdzSxbJFCgZzw3PHNJjMMQ+ZG8gntowM4jeYBvwB5NMitrm4WRoIJpljG5zHGWCD3wOKspYSTWwnWewCE4Ie+hjYfVWcN+lU5Y9rFWMbEf3XVh+BBIqbDI80vHrQOD/k09o5AgYxuB6lCBSBBBF5xYCWCPC7szShM+wz1PtTeNgOcE5yMYx+NCRSuHaNGZUxuI6DPSm5yOuaAAsQcgsDjGQaD6f1pyLGSwlkMYCnbtTdk9h1GPrSJK0akA8N1BAIP5ikAwhc5wM+uOaCBg8/lSEnPpSdvU0tAF6n/ABpG9j+lGKafpzSAMkHjijccUhFBPFKyAQ/WjPvSdDRmpGI3XIBNRnJPGfpinsAeSPzqMcHG0fShASbSBTWLA8H8RQ3y9OvrSFR1JBoGKCxH3jRSYH+zRQBLnnPApWJxnk/Smbl7dfQClJ4zzj3OKcUIXtjNHHqKapBHp+FHGOtaIRNDHLNMsUMbSyMcLHGpZmPsAOa7XRdCv7OANc+GdHjfJJudXnKHnp+73cYH+zXN6J4e1LXJJPsCIEiwHkkl2KCe2epPsBXWWPwtkLq91fRHByyQW5fP4sR/KtEK5t2mrx2xEcniDw9bvn/U6baeYR+O7P8A47W7FfpKAY5NQm/21tWQH3yyqKZb6dNZJ5NtqBs4hx5dtZwx/wDspqUWCtgzahqM5H9+YKD9QoWqRLJPtIXqz/8AA5h/IZoa6DD/AJa/UPtH5mnLa246Rn8WJp4ggHSKP/vnP86q6J1K/nxE42Kx/wBqUv8AyqXcdvJjUegjJqUomMYGPTGKRYo/4UVT67QaLhYjHP3Ync/9cwopfKnbqI0X04/wpz7FH7ydl9t4WmqLVzyZHH+ySf1NAAYok5eaIH/dFJ5kHQTZ/wB0f4CpgLKPkWmT6yPml+0oeFjVR/sg0gsV9sZ+6m4++TT1WTsgA/3Kl+0Htx+NN8xieFkk+hx/OmAoikPQH/vkCq1/BdPCotZbeOdXVg82WAA68L1z0xkCppJbg8LbQp7yM0h/IYFVLma5SMZjmn3Ngi1VIio9cnP6c1MkmtRrfQjk06O6tgt3Gl4xzuSZsRr2+UIMDj2z6k1l6roMEekyCzt7CxcxiMyQRPvxn7qsOeRx+J7Vo2t1cFZRJZzxYkIXcDI7jsd7MFHfgAYqPULBdRtJluLHYjLg+WzvIy5zjCYz9MmhpNFJtM4Lw+dQsNXlSO4hsQ5Ecv2i5RM88fKcljzwNpr09VESBfMdscZYDcfqcAfpXHp4Yga/SeOy1KMJJvSMyx2saYPAB3yS4/X6ZrsFCFAZp4w56pGC2PxIH8qmmmlqVWkpO6H+aSNqKw9y3/1qaJXTlCmfUjOKDsZQI0bP952AqdbSaYAlgF9TWhla4wG4kGZbmTy/9lQo/U1Wml0iWbyLiW3nPdGfe2foCav/AGa2U5nmRsdjzUsdxYoMRR5/QH8KVx2M9GjQBbeAIvQbRil8m9kkytsoT++znp9Nv9a1DcyN8sMTL7hAcVDJDPJzLK7D+7kL/WjmCxRAvIjh7iEj0WPH9TSYJOWG71O41aK26Ha1szH2fP8AWlX5eYrZIvd2zii4rEHz4/dRSZ9lz/So5Bcn70cqj3WrT3FwOG1CNfZFJNN8yLP795p/Z8KP50XCxTSPecfZ5GPThqfJa3Biwqsg9CN/6ZH86lNzaZK+Vbx+mCST+VV7iORgpgiuJAe0UbcfgT/WnditYhndUJS7sI5olHMtyyFQBznG4nH4VUh8Y6RGAlvrVjbKP4I/3Y/UVpw2t1wfskoJ/wCepAx9alOnajI+640+yRe74Mj/APov+tGg0jhNY8ZatHdhYdR0m5iPKyWsUczAZ6HcSQcewBqu2tanq0Jle91/yITjFqkRX/gSoY+OnXIrrL+PQNPkVdbvI5C5LRxXdsgAxwSoVB696yZtY8EWdwlxZJardrnZJZpJEwzxjcMBfxpa9ikcRcSm/unj8u1JUk/PFDAx92PHP1Y0ybTrlBFujjmDNtiEM8c+W6/KEZvT0rsftvibVGj+y38M8PXypNQ0+ZwPbI606LQfF9xHm5i2KV2GSAxs5HrlZlWpbaLOVs7S7s5FubiVbBQcA3trcBX79FjOfz7VU1Ka2uJGm+2WjNjG21tXjTjud+CM59K69PA01zH5k9xrxUdS2mO5/wDQyP1pbq10rw/cwPd63r0l4UIt0OmQMyj/AGVkc7enUAGp9BnFafPbhJ0MH2iVwBE0cSyFD6jnr9KsRXdzdRy2txrV3HMMq0dzebI8dMNvfP1G013k1zrksEbp4kvUth+88y90d5RjHZUgK5H+9iuV1LWxh1t/E19dSN86fZNOSzjZ/fDBj9dtIDHnsVEkVv5+kndk/aEuCVGOzMeBn2FVJ4xbzmPzYZgB9+F96n6HArcgsZ9cRZdR8QymVfl8mSC6upU9iAu1T7bu9MuNO0HTneO8v9YluFAPkJpq2+c9CWlckD/gNL0AwSc8jtQpI55zVmcWs5C2Fve7sk4kdZCR/wABQc1FKLURRmBrgyYHmGRVC5xztwSevc0CIs+lIT0GP1pSw8voCc9d3b6f1pCXZR8x+QfLlunPb8T0FIA3cfd49exppI7Vs3N1LrVvB9q1VIkiJwl3ezzsCeCQu1sdOwFZEoCSuqyiQA4DgEbh68jP50AR4OeR+HejP1pM5oNIAPtSE80nOaCcVLQAQD6/gaj2DPf8akppbaelSUhuccfyNBc8Yxj0JoYgjpn8KjOfYUDHA55opufU0U7ATlwSevHoaQ7fbNIBnv8ApS4Bq0kiBygVbsRpwkY6i92sQHBt1Qkn0O4jAqXSk0cs7atNfIoxsjs4kYt65ZjhfyNdPpWveGtPmUaR4avby5B4lmdZJB9MBsfgBVxT3A07bxnJJbR2uh+GbySFBtQK52qOn8Cn881sWWn6jqe251a0t4Vfk2zSTTOPYhn2L9App1trfiW6UBPCogToPtN4Ex+GM/pWvanWXZTdR2USY5SBndvbkhR+laXIZNDaiGNY4IFijXoiKFA/AVMIZfVR9Wo+zyuPmY/ypwszj7wHuTRcVhvlSDrMv0VaUAD+JjTjHGg5lyfQU3K4IC59yaADaWOBuP0oNm7/AHo2x6vJikwfXH44pREX6I5Pr2/WgBPs0cXRIgf9nBoJHpn6VQW01ozymfUdNgi2YiEMDSMGI6kE9j71pqYFUbi7EDqo25/PJpJ3Kat1I+R/AB9TQMvxtyfapRNCp+W3H1diamW+lI2xRDPt/wDWpisQC0lYZ8hwPU/KP1pRZKf9ZPHGPQNuP6VKwvJOW+X6ACovs75+ZHc0XAcIbJOPNnlPoi4/nUn2ZG6W7gessuKRIZV6ARj1JxSn7Oh/f3LMfRKQWEaCGPl5UjH+yTTVS2kOI0eU+pyRU6SWw5itU/35Bn+dD3PHzXCKPRQBQMQWBI5VVHpwKctqRxmJV9lyf6VSkunyfKJkPsKZ/p83rGPyosLQ0fsUHoSfYYprW9vGMvEz/XJ/maqpp8jD57p/+A5px0xT1mkP1o+YfIZ9qtFfatqin+8w6UrTjblLlFHokf8AjUn2KBRiR8j04FPEFttG3kjpk5o0CzKqxzyZJWVvTcOv5UySORBl44lHqxyauhbvcdkIZR0LHGakjL4/eBAf9nNFwsZI+ydGmbP+xHj+ZqRIbCQ4Esn0z/gK0iImOSisfdc04+Vtxwg9uKfMHKVPslooG55F+rYoFvZNwrox+tPaztWOSC/1fNPWG2QfLGg+gpXHYQRpCOPJVfUqKY17AOPPU47Ln/CptqAZXaPqaazzf8spIPxWkBSmntp1O9QR3LRsR+dZI07w4Tu8zTiB1Xe/H4Bz/Kt4vengywAeqgn+tKi3eQ0mpuT6LGq/4/zqriMmGw0LaZLfSbe5OQGMUG8n/vvFTia3i+WLw7d+ny6WOPxzitBlYvulvZHHo23+gqnPcRW5Pl6haJIDnF1dsox9A1TYZQZtUaWWMaBa20Tn/WLbyO59CQiYziqE+jySlj9u1eBiCT9miuePcL5qj9K1/wC0dRdC1vBpl2B/FFPnJ/4G4rMn1TVJD5VxommQg87n1K2QnHttf+tNDMiPQNIE3m6heeKbyVFDIptWVl9/vPk+2auTpolqN8eq6hFLt3R22o3Tpn3KiaPioW13Qrg+Tev4aAz8zSxvcuPbCwxL+tWbKLTJd39mWEzJuyGsbJlU+42tkUnfqUjmr43Elm39m6fa32OFuEtLWZzzyV2F2/HOR3rnrCXUNNumUtNbd3imuXtdxHTJBUk89K9NuYNURg0Nv4ljAHAgt2Ge/wB54nP61ViXUrpZVutM8YTBgUaO6Vijr052xjIPoam4HBXGpXVrZr9s02VHuG837Rd3NzmVgAC2C6g+mcH61nubjU5YxDZx5IJRLS32hu5PHLfUk4r1C30W0iYmLw7r0Em4Nvijs4Wz04Ynfj8a4rXjo82p3CX154iheP5Rb3VvHIYsDHVpunHYAelG4HPyLdWE7Rv5sE4GGAYqwBHQ49scVXA61eS3s5beQWseoSSBfkCxJsBzznbuOPyqrLbTwYM0E0YP3TJGy5+mRSAjPcnGKaSR7U7GeQKQk46CgQ3OeM/lRnC4/HmgMoHODSOQW7+wxSAQjjofrRxjr+lB6cUgOTz09qAD3/Sk78Dihjzwcik61LAU+9MbbjgZpTxQKgtDMtjgY+tIAFHL058Y96jxx6+tMALR+lFNO30NFAFgZzyT74pe/SnNGFRSJVdj1UZ+X9KTnHNaEG94Z1HRtMnmm1bTDfEqPJG0MEOeTtY4Pb1rtbX4laUjJCthPZ2+cFxsCoMf3UrJ0fwFayW0U+raoiM6hzbQSICoIyAzk9cHsPxrorG18GaXdRxW5097tiETfL58hP45x+QrVJ/yiZatvFiXqBtP0vU7oHultsUfVmYCtC2vdUnYebp6Wsf+3cCR/wAlGP8Ax6rX2xOPlJ9KcLr/AGf1p69idAHnnq5x7CnBT3bP1NNEhY/LH+dPDSA5wB+QpAKI+OMfgpqRbcHqXP4YpnmTEY3IPxzQFdz80x+iigCXyIl5II+rU8LCRxEXPqen61GtvEOWDM3uamBwABxSHYabbzOyxD0WlFnAnLu34nFOwT/y0b6DilWJD1Un6k0XCxH51nCfki3n6Z/nThfSniO3NWFVVHCgfQU8N6mi47Fbfeyf8s1X6mlMd1jnbn2qfdSq3tRcLFP7JcSHkD8Wp39kufvXAT2UVfBPsKcGPQkGlzMfKjP/ALGjx888rU5NJRDlVGfVua0RIOeo/CjzPYmlzMOVFZbJwPvn6DilNtMBwVHuTVnex7UpbkbsflRdjsil9jnbrMfwOKQ6ahHzyuf+BGrpmjAxuUfWo2niPWRRRdhZFX+xbdfnxuPbJz/Wk2eS20AAj0qSSWQk+XIMdgqk00S3C8FSfqKevUVkNaaZhtJJHpTcFv4T+VSGWZjny+fx/wAaZL5zD59xHoBmgBoODzSlh2XI+lQecV4FpO59SoUfzpu+8cHYkcQ/2yXP5CnYRYJTqVGaVUDc7Dj6VVCyx/MZmZuvA2gVMJGZf3n5g5oAk2oOoA9iKbgKMgcDuBSAr0z+QprD+6SR7nFIBWBf5gw/WmPjGHGfwJpuHz90H33GjzCrhduD/vZpgVpLy3t+Ssij1W2dv/QQaI9QhmbEVyynqc2jr/6Eoq2wzz5sYP8AvUwXHPzSkD1xkUCIG1OzU4k1AFh/fXH9KVLk3ODZy2MgHBMiSHn8MVZDebys8nHo5FP850G0pJJ7k5oGY10jQ/NcXPhWzUc7pbXLfX5nWs6VtAunAfXfDsrk8hYScn6LPiuoVEdt72UJb+88ak/njNPMtxGv7qNVPYBto/Sl/X9aDOU/sGyuowLLU7SDdnbJaWMg+pB87FYlz4OjSSS3n8cWmSMtHd7fMA/4FLkfhXbzSeIXb92ukxqT1leeRsfQAVTmsNYuJ8zJ4blTsZdPkdv1b+tO/n/X3Bc5poY7aHY3xNt4Fx920EKL+SPnPv1rmdS/sZ50eXxxd30kZ3IRYSS7T7FpAK9NGla1sbyLjRrVc/et9F3Y/wC+nxTbzSo5LBob/WnG4bWleGzj5PoDH8pyOxz70rt/1/wBnks+vXUahbLxJrcgQnaGZogPoFmbFZlzeTX2JLm8uriYHGZ3LgD2JYn8MV29/wCGtIunSF/G+nlYRtUPFAHX2LK4z+JrLuvCOlW7c+M9IA91LN/44zUWl2f4iOU3bVzim8ntxUk6CKd41lSZVJAkRWCuPUbgDj6gVESSOTSYxMc88UhxjjrQSRSVIhuTml6j+lLnJ/8Ar0H3FACHI7Uh/Sjr2pCDigYZPTn8aU5xTc8ZNBYkYBxUNDQ0j3pjN6mn7fU0xlA7ZpDG7h70UZFFAzotN8KazqaLJDZlIm5Ek7eWp+meSPoK6O0+Gl0y7rzU7eH/AGYozJ+pxTNK8eXaw+TcWUl/dZ4ZGwSPcAGt631HxjqTKYtLtNPhJ+/dZJx/u5z+lb8i7mV2LafD3QYCGmFxdt/00fap/BQP510tlp1lp8RjsrKG2Q9RGoXP1PU/jRAJo48Tz+a/GW2BB05wB71KCDVWFcftX+6lO2kdNv4Co/m9PzpcH+9j6UCHlWPUjP0pRGvc4+vFCyADGGI9aCqsM8D3pDJF8sdDmpASB0AH1qqEhHVifxp4cnhFwPU0wLIIx0GaUDPf8qhDgYB5NTDdjJwB7c0hkirgcYAp2aj8wYxyaUN7AUgJNxPQY+tKAc/eqMMaNzZwKAJskdyafvPYHNV8++acpx60DJ/mPVse4FO2ZH32P0NRq3rTw+D1pDHqdp7/AImkLyfwqB9TR5q9j+dIZfV/woAUNMf48fRacuc4ZmNRGU/3z+VNEnPGWPvQBOyR8/KPwpojUHKllP4f4UzL47D2p6sPWkBKmBnDsT3zSMSB1z70m7A+U5/SmF27oaBkL7lz8789lwKhaRwMYYD13ZJ/GrLMe3H1FVpblIjh5kX22A1SJZGZF7IBnuXzR5qgEeag+pFZ19frICkLO+ep2qP5DNUFtppcn7PIR64wKpLuS2bL3UK9ZQfxqVT5ifuWRie55xWEI0h/1rqf9krn+Rqa3mvQpW2gYofSLim0K5pGO4P3roH25wPyoCScr5+R2Bz/AI0ltDfyEGfZEncbRmrLRRgf6/H1IqblEUZCf61Gf8P/AK9SbrU9UZfwNI0anpMfwwaYyqv/AC3P4CgB3l2/8M2PqKadqfdnjP8AvDH8qieQoRhiwPtikWcq2GAP9KAJvtJ4/wBWfpKKmWUP/Go+jZqD92w3YQn1IFPBb+Dbj2oAn256yNTdig9Mn3qEvOOgBpN9x3ABpDJy+3oMn0AqMtIx5XaKA8hGCufxo+vH40AZ9/4f0nVX339hHO+MbiXU47cqRWBf+E/BOlqj30EFssjbUM91IAT7fNXS3l9aWEJmu7uGCIcb5X2isw+KdAZSv9u6eVPUGUEH6jFOzYHLzj4b2p8sBbmToEtpJ5T+HzAfrTBZ6Ktu0uh6JrRaXgvLpIu02/7Ilbg+4NdQnibw9GwMet6bGfWNgp/MClbxT4fdvn1y0Y+pkJ/XFPkfb82B49qdjfWNwTdWc9rvY7BLb+UD9BjH4DpUNoLRpv8AT5LpI8cG3jRmJ/4EQK9A8U+OdPEYsrGC01KMjdI9wpaJSOgCkDcff3rzu6u1u7hpEhtoc/8ALO2Tao/DJqZRa3ALkWgmAtZbhoiOs0aqwP8AwFiD29Kg3YpD70Dggnt61IxaQ/55pTyfeg4HU/iaQDT160hpMjtRwOgPXpQAcHqOKTH5UZoB9aTVxiEcdajOKewphXmpY0Nz/s0U7AopAevaFr2nTyC00bTJljHDSRwrGijuWOf/AK9dOrkDk4qnbrDbxLFEixxoMKiDAH0FWCQecZ/Gup+hjcl8wdh+JpQzN3JqEMB3UfQZp3mY6An60gJCpxkkAU9WO3AAx6mq+5yaXDn1/E0ATljjl8U3epPClj781EEIzkin52+poAnUMR0/CnqH6YFV1Z2PANTxo3c/hSY0SLG3U4p4AHrQMjjdSbjnnFAx+7FOLYqLIJ600qh65NICbzFHUinCUHgHmoAqDkAU8HA4/lQMl3cUgPPWmbh6mnKARkHmgCYOPc08P7VABjq1PAz6/lQBMGz0ANHznsoqMbR1J/Onbk7AmgY7YT1K/nSgherj8Kjxn2H1pCI1HLDP1pATbx/epAwz1FVy8fTj8KcCoxgUATmQZzTTMSccn6UigE0pOBj+VACHa33kH4io5IYtp2xxbvVlzih2YdN2PZc1n3d9LFnaZF9N0YxTSuJiy2l0ygteoqL0wm0CsmdirlPOEwzy25sfzqR7yVyGnMcwH8LNx+Qpo1JI2z9kh9uOlaK6IdgCWYXc8yu3omRj8alhuoowVE0o54AkYAVbg1e1ePEsRXntHkVIdR09xzGzDP8Azxz/AEpXY7FNmSVh+9Yj1aXcKlWNFPylWPtT3utMAybY/wDfnFQb455V+yIIyOoJ60agXo45CACEx+VWURE5wufXFU2tnYhnk2n0HIo+yL3lb8qkZdMqDryPUdqZ5kRzkL+OKqm1jzzI+fpSPCAMCZh+Bo0Amkt7dx91Vz0IpsdtEpzkt9TVZbRuhlVh7qf8aspGIeQAf90UAWQQuAFoLHHSmBiB0OKQkkcgn8aQwP0phkxxmgtjtioSRnpTESeYR0YimNIQMcEemBg01jTSxpWQEU9lbXa7Z7C0mXOcSwof6VkXGmeFLafyrjTbBJRjKi1c9eR0UitpnbsDQsk23AdwPQnFHKuwXPPNat9WspHutJstKNlu+RbTTA0iqB1YSR7j9QcZrlbjXtQu0VLk20saHIRrSIAfkor2DUPtSWksloqTXIGY0lkKBjnu3bjNef6novibxBdRz3VrbW+0bVQzgbR15GWP40OyX/ABM5calMisqw2aK3UCzi/qpI/A1Szx3rsbb4eajIx+03lrAv8AsbpCfwwKtN8Nzzs1bn/atu34NUXv0HdHBH8KcD8hBHbrV/WdL/sm+NqLuG5AGd8Xb2I5wazs46mm01uMDxwB2pOlBA+lB+lIY3jqaOtHegjHWgAJxzxTC/BFOx69KaQg71LuBH1opSV9AaKRR71ECx6CrPyhaKK6GYIZ1PBp2AOvWiigYF/Smluef50UUANLDtmk81gcA0UUwFErn+I0C4kQ8NRRQIuR3MrAcCpvOH8QwaKKljGm4UHgE0nnkjhRRRQMTzZT0NIZJM8saKKAJI3c/ebIqbcByDiiigYqzerGpBJnvRRSAdvx0FIXc9DRRQAxlkP/AC0I+lNCHGc5oooAXhfrTw5HSiigBVkc9SKcXPvRRQA4MetKcMPmUEe4oopAVJ7G0m6xbT6pxVI6QFk3Qzlf95QaKKpNhZDpNOvHP/HwjduUxioxY6lGMRyJj2IFFFJyYcqBtPvXI82RD9W/+tT4tPmR9zGM++TxRRT5mKxcIlxgOAfzppS5P/LcD6LRRSuMXZOB/rz+Kin7mCddx9TxRRTYFR77aNxj46dadHeq5CmM8+9FFVbQm7LIZG7UvmL2FFFSUMZgeagZwDmiimhMYZkPqaYZs8AGiiqsiLsQu2Op/OmM8g//AF0UVKGM+du9VdRvodLsJby5LCKMZbaMnngAD60UVS1kkCRxd38QpipFrp0cZz96aQvx9Bj+dY+seML7WLMWrRxW8WcuIS2X9iSentRRUOo1sXZHOnjjHFI3PNFFRuUJSexFFFIA6UmfeiigAOM4ppAx0oopMaI8UUUVBVkf/9k=
Does the person row a boat in this image?
yes
discriminative-attribute-action
1,626
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
Does the person swim in this image?
no
discriminative-attribute-action
1,627
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
Is there one ship in this image?
yes
discriminative-attribute-number
1,628
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
Are there two ships in this image?
no
discriminative-attribute-number
1,629
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
Is the paddle yellow in this image?
yes
discriminative-attribute-state
1,630
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
Is the paddle black in this image?
no
discriminative-attribute-state
1,631
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
Is there one hat in this image?
yes
discriminative-attribute-number
1,632
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
Are there two hats in this image?
no
discriminative-attribute-number
1,633
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
Is the beach wet in this image?
yes
discriminative-attribute-state
1,634
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
Is the beach dry in this image?
no
discriminative-attribute-state
1,635
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
Does the child sit in this image?
yes
discriminative-attribute-action
1,636
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
Does the child stand in this image?
no
discriminative-attribute-action
1,637
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
Is there one toy in this image?
yes
discriminative-attribute-number
1,638
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
Are there two toys in this image?
no
discriminative-attribute-number
1,639
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
Is the sky sunny in this image?
yes
discriminative-attribute-state
1,640
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
Is the sky gloomy in this image?
no
discriminative-attribute-state
1,641
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
Is there one plane in this image?
yes
discriminative-attribute-number
1,642
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
Are there two planes in this image?
no
discriminative-attribute-number
1,643
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
Are there three people in this image?
yes
discriminative-attribute-number
1,644
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
Are there four people in this image?
no
discriminative-attribute-number
1,645
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
Is the ground clean in this image?
yes
discriminative-attribute-state
1,646
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
Is the ground dirty in this image?
no
discriminative-attribute-state
1,647
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
Is there one car in this image?
yes
discriminative-attribute-number
1,648
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
Are there two cars in this image?
no
discriminative-attribute-number
1,649
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
Is the mountain short in this image?
yes
discriminative-attribute-state
1,650
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
Is the mountain tall in this image?
no
discriminative-attribute-state
1,651
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
Are there two men in this image?
yes
discriminative-attribute-number
1,652
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
Are there three men in this image?
no
discriminative-attribute-number
1,653
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
Is there one football in this image?
yes
discriminative-attribute-number
1,654
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
Are there two footballs in this image?
no
discriminative-attribute-number
1,655
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
Is the grass dense in this image?
yes
discriminative-attribute-state
1,656
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
Is the grass sparse in this image?
no
discriminative-attribute-state
1,657
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
Is the forest withered in this image?
yes
discriminative-attribute-state
1,658
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
Is the forest lively in this image?
no
discriminative-attribute-state
1,659
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
Is the grass green in this image?
yes
discriminative-attribute-state
1,660
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Pl7d+Pl35xn3xWP4Vx/wjdryx5fOfXea11Jw2eWB5xx/P2xWNT42ax+FHnPjvUxe6ayJbxApvRkY5dH45yOMMOMdeKy1O/xeTFqN0sUUUTfaVUrI6AIu0be3Iy3t0J6ni++GrXpeC0MDrN9nklfIXeWAXnoPlwTz6npzUGjXcMNxqfn3gt5Us1WF3IKttILQ7T94MAR+FdMVaJzt3ZqeLfO/t97uzuJWhn052Y/ezEJQhUdCBwCc/wC1xzXP2mpXem2ccun3kqTyyN8sbN8pPyBthG0nBbBBJ+hHN3U9Ut78W6QFisekIjAkxjzDIC+AR8wwx4yQeo6VnRXivHYxRWtuskLbDPI8hR8vuDlV+6QTjPfPPQU0ly2Ymzsfh/rUsnn2k1x+78tWRJdoJl3YJ9WL8ZJ5JPfBNN8d2GmmP+0Z4pY9SYJ5pgk3xKDwpkJx124BXFZPgjT7O+1BbdbsM0G6QJJG3mKgADMhHGW4Gewz3II3fG+pXtnY2t3DdpHDexeVtNvuVQRuI+b1HQEZ9u4i1p6FJ+7qecQJAIL03RZf3amM7MkyB1O0H+Eld3qPXArZ8OaVBqGpf8TJ1EKDyYoBks0pIKoB6EEk568kjAOMV2LQyfupGVUUqcnEBLDPrndgAngkgDpxXe/DrTWmtbq7uoo2hEq+TNMwJSRRyVB7425Jx0HXFaylyq5KV3Y6yPSdOsxFeT6faJMkhuHuIIvLWNgMAheuOcbe/U81xHjHyrotfW0cTQbWKGNNpUK6RhXHrktx78gV38uv6RBc3FrNqcKSwRebNulwUU+h9e+ByMj1Feaa1qNhqKstok0aRK0aoX+QfvXc7QPYr+P0zWNJtu7LkktEb/gRMWlnztLXs7DI5IS3C9fq5roPEeiXGtwoiFUKOQhLnaFODuK9yCDxx1rA8BzyuLGB4sRxpdlHVW5JeMHJ6cYA49exrt728gsLZp7iQIg4HBJJxwAB34qajandFQScdTmItOjt7iGyLW8kNvNbxMJlHK7DhtrDHBbBGcfiBV7RtdtrgQadFFcAxMsUZPzrIFVssGHy7Rtx1/lWZPNda/JHGv8AZt/Zvcu0StE6bQEfIcg5XpkcZPHaiPVr211lNIt7uF4I2Zy8xaSSIBDtVgzDIIweBkHoDzTautSU7PQ7KV/LheQ5OxS2B7DNVIm2zApYEOsSq8h2g47KDnnnJxkdaet3DdWDzQMWUoOGXDDI4DKcEHB7irZ6n61jsbbnIeNLaC50a5vRJcw3ESRq8RyFcFwBuB4JG44we9cJY6asuk32q3EhcRTpCsABzMx2tg47deO56ciu08cQ2S6XcXJ0ub7S8ioLphhUIx8wGe4GM4rz+xu7qJvLtQTJNcBEk6hZCMLgZxu9G7evWuqnfk0MJbj5JIh5/k2720EuI/IlbLLwDyQAcYbg/wA+tUNLMMN1cGffKZQCF2L1DZAZmIwPcc1t6smqSancjUJY571FWOT51YBVUEKGH8QBOR61hvc6mtvNBGTFYXMixueAkpXkBmPOATnA6cE9qroQyjrTsb95NwfnIJffnrzuPX61QKtndly55OSP1FaF5Bb7i0ErSRpGAHcYBYEqSMH7uc4NFrBFDbL0KjJLHk57mqukhWuyhGh+0G3jQ/MRjnqBXf2el6U+gaNIukm41Bo5/tKxyFHm2ruVs5+7yM454I61w4LJNiEKx3Hb3PT/AAr0zQn1AxeFJGt03SaddJbsZT/dJ3HHTAPA7n0pSdtgijn9P0HQrmQSan50I+2PGLSKUhhhUKheCWyzY4AxinSeHtJ01ZrnXBeKFfZb2ELYk4P3nkI249v/ANVa+jQ2llc3X2qKytppbt7eOW4uGXayvEQEwpGVJJJyODzgVT8Ta6WuNQufKuluLiU21jCLhlQR5be7bTgkkdBxhRmlzO9h2RykzCI7XA80JyqkDP4/geaveG9I1DXjfALcGzjh3zRxPiN3UMY1k+YFhkH1xzxzWTZuy3uZJd4mJVmfBLZGRxycZx9Rx610nhDXV0iw1pYoi73NmdkwbBjIV8HHcZYfTjPWh3Wwtzf+HqtHqWjbIv3cdld3DSZwBvmVA3A/6Z4/P6UVyAuEaJbWCWf7TcwpC8kbthArySMu1fvZ/d+w5PWis5wUndsuLstjOhJRd+0MOGAYZ6Nzn2re1rVXv9f+3NN9q+ZSp/gwGJ2oDyqc4APPU9a5y2AZSxPGPTrz/OtrV4HtdSktyiR+WqbWWLYJFxkMAwydwOeeT36Vs+hKOalBWdId2G3HhxjHbGTXSaJeWcGlayjttnkshFBkcbjKpI+uBx9DXLaipebf1HzHOMZ59O1dHosxi8L60n2UyNIlvH5wGRCDJuye4ztx9fwp/ZEtzq/h1cX1vfSrDFJJazyxJN5aBgmSwVic5Xqexz7Uz4kIkvjKxSQqiNbwhn9AZGBJ9cDP4VgaTa3s9i89vNdov2lI2EEhQu21iDxwdoXJz0FUtTnvZtSSW7l3zrsBkc7icHhiR1+oqHH95cq/u2MyQBZmKsP9YQrKevoQa6fwo8reJNOZJlExJUBiw3EgjB289+cf/Xrk5QBIDuLEHOfWug8PXnk6pptzNETGl0uQzYHUDGe3HNX0Ej163tZ7m0NpPbWSRxM6bDbeZGcrjK52gjDc/QjnmvOfE8V0NeMeoSGe68lA0gTZ8hXhdvYjpnJr2CHzdjmaMRkOw4OQRng5wOteT+MJjf8AiSe7t4i1ooEQuQCEkKqBgE8HnOCOv0rmpyfMbSirHRaBqkdhouo67OjZu77LA9SqkA7fXDMQM4zXPeLNThk1nUliJ803mAzLtOFhVQpB9w3+TUM/iGCDwtZaLbXq27QgfanUMXLkl2UDGCMlOc/wmsjWNfsdSuJ5pxl5ZnmZoIgpyyIpxknuhb/gRrVJc7f9dDNvSx6Zqk1tp/giOddSkjlFh5du5kwZMqPlx/FjPpkDnPWvGi0b527hKDtG09Rn/wDVXQa740/t2wt7Oe2hS2gI8sqrFxhdvLFumO2PSua+0W/y7Y3JH+1jP4D/ABogmrthLU9s8JWWnf2Tpt8LGKO4RFjWYsrsX284ZfUc7TyD2zVzxEWj8I6hhR+6Oz1GBKuP0Irynwv4vu9E1B3isYpoZsiWJflY8HGGz646g5x9K1Lp9V1Cz1DU7tBY2cjRzm38yR2m83Coqluw2MxHYgAColCTldlKSSsj0TwfMJvDFqQclWkVueh3n/GtzGe9cN4Yv7yLwikcE8Mk0jslshAVojubOc9c4JB6Z4NdnaSebZW8mSd8SMSTk8qOtZVVaTZpB3VjjfiHZk6Vp8dvtDveqqrs6qQxA6c/N06Hn3rhLK7SxtNWs9Q0tbyOd1jZyTG8Eis2NrYOD1468D0rsviQI7YaawluVLXPmvEJG2OF6sP7rcleOx9q5rS9c1HQ7RbtXgmtp7yV1hmOZPNWPbvJxnpKM88le2a2pv3LmM/iMW+ltPt11LZwNbxCNtsUtwszcEDJZeOTnj0NNtWieJ1mimLsg2yxt8iEnksPof5Ve8TatBrWoxXkIWMtbBJY1RQBIM7mBA5B688/hWeqTKiW8cLCSTC7NhDE8YxnoTx07H0Nabq5Ju6HqottMubV57aGS4f57uR5AbZSpDSDYRk47/RTxioPFOta1JqcCXW60aCEQxxCMLtXgliPmAdgQeDwCBmqMUyov2ffKnmMBEFAkBmyuWKjPybcY4+ZirduM5pLi/aHfNI65LDzXJ2Encx59+SRRy63C4gSNHKmQxlgNkRB2tj8ew6cVo6LYnU9Vt9PMwhSc7DIUzjIPXoMngDJxkis+U4XzROoJfYYiAWGRkN6AAjH4itbR5WgYSQ3CJJ5oQEPtAOGK5LZBXK9MHORntTewHYal4UuLHQYorPy7VpITNeo1xuYuODtJODlC/ryOKxnsfJhn8qyMYfS5LmSPfuw2/Zu6nB+XIrQvNTsLhNbvdSuI7m5ljIsYknaXyiflbG0YT5lDDOPbrk51xfNJGVheRGOmRW26GUOrANkhjnoSCexBGOnWIydtR2XQ6vwLaR2/kyxictNpyzOWJCKXmfGAfZB09M966jWLdLrTZYnjZyRlACQd3bn0yefbNYPgi5julcxqf3NhYw/OPmJCOT9RuJrRtDqFoUAmE9tNebVFwpEkaNIQSWzyMnCjHTHSsJ3c7msXaJh+J7lI9Dtrq9MyXBurmSIRvllceYqruxkL93kVl6XM19d6J9qnlnv9+yNzDG8axg/ITwM8E5ycjKngkVW8WXkepQ6fGZ7dJIjO+Y8n5C3Ab+6c5PpjnPNZng9Ul8TWEcxRomkIIkyAePu/Xp9elaWsrmd7s9Z1O2hubcq6sGmeOLzYztkUbwR83XjrUZttQi+yAXa3SpKHmM42O3ynoVGOpzgj8am1G6itIYZZztjEy7mxnbgMxPH+7VXTNWiu5b9vtINvHKPLdxhdpUH5X6EfyOexFYK9jZ2uZXjy8SHwyYWYRy3EyKsTfefBy2PpgHNebacYmd4zEftUkaLazDK+UTMv7wkfU8+2Mc133xJntjoccWYHuFuFyuVLou1ieOoBwP0rzO3ujaDdBDEswClbgEhomVwd64OMnA6giuil8BlU3L9wH067mgnaCfyZ3DMhZkeQDG4EHJzjJPrWf5n9oiHT7e1LStM7YRlDPuHC5bAGABznv8ASopZJNgMkok80ku0iHOOOeMcZ9uxroNP8LXV9ocF6LCyu4JpAolFyQ6LnGzy22qcEjOTntWhG5la1bXKy+XdOrXRQCU7du0jsRgevpWAVbcwj3YHOB7e3Suj8QuWuYlVJ4ZSuWaUKCxA5ICgADI4+nU9ax+A0YQAKOMBep96E7CZXSNwu8hnZTwA2OO3+fevQdJ8Q2tno/hp3jDR2sd7DOAvOW4HP/AlJwe9efXEskcyRh1O9txAXnaDn8s4/Wu10DUNLtLLQXvG3pG2oeZFjcN7xptOPzGfpSkr7gtBul3Ohi0ntbzSLi9upDIUeJS+xTs9+MYPI65+tGuWsZstV8Q2c7vGtyun2yQsvlEFVMhPUkfdUYPVT1HXM060m1GxeKGS2tvLR3uBLcnbIgKkBlOF4I4GSWPYYobUbn/hCtP0wxOYo5XuGLrgs7E4C4PYsxPucDoaetxmJteFo3kl8lsHcACH9hjP8QPXpzVmzukt7HULT/R1+0qrDzItzgI2QqNn5TzzxyB2q7eW8ml3TLDLbxCWCXehiCsqsq5+Qk7Th8L34z3rOjnG24t3tInaZkIlJyYwpJOM9cg9/wCdBJ0fhTRjfXL3dy9rDbWyDc94Ayu7cBQmQTgc56UUzwfEl1Pcxjw/bakGwfNe2MiwdTj5emcAfhRWcnrr/X4lo5qEsGyF3Y5IxkY78Vq311JPqDtIUQKoiGG8xAgHygE5+XGPpWTBvVs5xgHOKlV94DEgnd0H881oJFW5WGG6lt7hgCrFDgBiME46f0roNLnt4/BeqxeZALmSe38veAZXQHJ2nsPX/wCvWBdQtLKs0CMAV+Zm+6GHbn8K0I57CDTniuU82ZnV1aJyuxQCCmMYweucZGOKb+ES3Oy8GTrNpUiT3I/0jURGVJ2+Z/ozjBORgYYc9RXMapEkGvtJaXcZihkXZOJgwO0Duc5wQRznpznvhyak7EpCpWMnhT/nmmiK8n2sQ5Hb5elKzvcdyeVrWN9zOZWzkgDauTzTl1VEVdsS/KcgkliPpnj8TmqKwAPhmAOD271ftrWEjJjAIbBLfNj8PxqgRYOoazrUjxRfbL3zG3tGN0hYk8k49++KY+maxFqJtLqJre4aQApOwjCFsYz6DGPwr0Lw9YqTHcadq1vppuSRLHCMyCMOAACOEBx/FnB/3hjL1i5tG+JhuLmKY2y3KMyqh8wiNAcYz13LUpxvZIdmYGp+B9S0yWBdRubeETgsHRi4AGM+hJGeQMnGay49LiEgjL7yTt3A4HXGeRn8x+FdvqniifXLpxIEW3MzCFZoldNjLkh9o3E5AwV9e9cnEVluIVd9gd13HONoLAH2pwk3a4mrHTeOvD2jeHruygsbUAyRu0m5SwOCFHJPchsjPH41xJdbdRK29JBggHgNzjPHXitnxdYppevXWnWs7ywxbSm45ZdwztJHcZ7Dv61i+aZdyiNztUfKD168+1KN2tXcUibS5IxqNqzWxvQZcyWzLjzQD90e5Ge3B9a9H8YajbX2i2smlyxy6ZNZIY2DE7fLlXCnnggPjB6V53aWZHlTxvJHIhVw+AfmHIIOPUCuk1vX7m8trW0uLNYJYnaR5ASy3GVVWPvyhyBwMcUpatBG6Oh8FwtcaFfTLM+6FXMcBIZCGHzHGMj7vb2PvXaTavb2MMiom6O1jYuBhfkRfvJz8wBwDjoT64B8xsfEH9k+EGtpLF/JuJZ4VufMAVtyKHQjruHyMD7fWrlr4psEttRmj065gjkRU8uO8DYZj82dyj7+CGIz16dKymrs0U7D/iN5L6zatBE6yTWwlztIEg55wfQAcj8elcnNsjtoFinkdQWfY44RicEenRVOfcVNc3i3KwZgRVhWRI41ZiNrEkDLHPGcZGPpzVctBsXEBBKlQFJOTz27Dt36Z9quOisS3d3K7thn5UZiI4HHr+fFW7y5lig+ylyZEXDlnYlcgApn+9gAE9h8v0hn2QM5SQNM6nylA+5njeR69Qvqeeg5ivoUtBCyuCssZypOMMGOVHr0BJPfPpVrYRKv2qyvnS2nuLecqELqNsiAqCVAU9OcAZ9Onbau9PVb5rG3tJzaRIS0ZtlSUeXDuY5zkcuTg8k89gBzsUioUZdjMGyVK9fQdR71cbWLqS+muLl3nnmVkkn+67ZUDBIxxgAHpkZ9TRdgV1hVrV5RdRxyeaiiBh98FSS47YGMfj0p8Gbx0g2SyPJIANi7uM/MR1yfbvVWaVHTcoDjdtOFweM4/wA81a0+WK2m3yhnjVw3lg/e59DkZxnqDTYi5qGiX+lxCS8s544ZP9XLIhXdzjBHY98dcCrN7qEFxHcS2tn9l82KPeqTBt5zhm55+ZgOByMHPBrT1jXI/wDhGNHi0+W8iKysximLPtKk4Icnk5Y9PbODXPXUs00KtOuGjhSIAptJVVwOPXbjn6GpTuO1j0T4ewxpol5KTFvnwm3OXO2MZ49BvH610Ou31vZnTrVpZYla9hDSREAQovzbmzxt4A6Y/LFeTaHNefb7W306RvPk2ofLfbgYUtuYAkDanPBxtzite/sL24vp7y+1iyneQGVgszGOSNQ5Kq3UjavQdA6jvisnBuVy+b3bHP6w6yyRol7PdQwxBozImxYyx3PGB7MTyOPpxTdMu5bGa2uYvmkinEgUDOQuPam34SSKDyZ9wgiVWjd1+V2Yk7B3HQnuD14wartu8mI427t4AB684NavYzO18QeKdQvNPgYvELeYyqqAKHOEKNuwflPznj0OenVfDEtreQwRXElzdz3DTN/Z7xIUndFCpglf7pwTnjHPNchaRzyq3lwjdGjTM4jBOwYUk54IA6e/6dJp+r2Wj2EMtvDI8ySzLHcXFsHWUbk24j3ddnfIAJxk4xUctloVe5l+Kb37f4gvZTIzhSIg0kezlRg/KeQMjoeeBnmsiKHdJbozxxyHAUyD5BnuxwcDHNLdTiVJH8zzOuCz/N6jjt19+/Jo5iZB+92+XkhhjJwCePTNWtEIdJG3kRjzXWWYfKSowqc8fic13Bml0jwJZ7Lm9sbiCOOd1tZhmXzG4Z1cfKRgHAz1Georj5reae3jEdtvXavldGI9/fqf5daZcm7v0t57h5XR2Mcc9xkgYOAob+LAAGQOKGr2DYo3XmXNwlyzkyTEtI56sfU+/FRyI3zPvYuew4A+n51bvIWHkxgDcSHO1txAIzySBz1qjKrMVQIygfLyMEU0JmcsFx9ollLAOoxtYZ3DH69q2NF1CWznt/tEkgCecFjaNXALJtB2v8uScAnGcDuRVW3hkUgq25W5G0hjnvn3qyksRW3DwwiXzJGZmTdvDBVGc8cEH86bYkjTs5jBo2owG4dJJVWPYlmH3Zz8pcncmeTkDJwRVL7ZfNJbTmSOcj/V+ccZI4G5TkdSeOgqCK6a1uFSGSJEdTFKXUE+WeGAx0yM5IOcE880++IF+ViWII0hZFiUrHgseFB5C8cDrikM3L2xurXT7aeH7LcxT6V5kjiNyYxJKqlmYnLOWTqeB2Arl5YnknZpxGvzhFKhsEk9cZ7Vox3cuSkm7dJtKggAIPML4RcfKpbHA4yO9VLp1+1KhByj8DGRknnJprYDd0y71nSrIfYtYnhinhEzrEY02fvGXuDk5GTyPvd+aKWOf7T4de3uNtxDAIDvhuYUEIO/CEEZY5LE4zgtzyeClaL1aDXozEtni6TTRpvBA5BP64qrc3qRkxwoHPqy5x+BptvpvnJkyHd0CgbifpU/9mtZ3LxXMbrJHkMkq7SpHYiqAqPc3V2d0jMSO3YAfypyQBlZ3kJdSPlA4x65pbmIhYpUlKL0coc7OoHHvjNWraRfsFw+8ZLRlAOpHOee2MD9KOgE+nyxWpMh+X5HA2hWLNt4zn+A98EH05pNQWBdV2RTNLGpVVlxnOFX/wCuPoKjjjEkIcLgl2XJwcnAJ/mPzou/MXVAsrl5EYITN944UAZ/AD14xS6jKgeTzAVGRySDz1GOlXkkk+zbgWCOuYt4yG55AOPXPOao7f8ASApJAHJx6VetiTbJGcHjHA55PH160MEdd4Vv1illMSRqdqsXuR5Y3/MGAlRgRkAEKc/xc1j3Ekmsa55qKHub35jEqhQHPYDpxgVmRTyQSCISAb9pAVsKccjI6ZHNWzOZbhRBBEu4BSi5CvnnByfep63Gie6m87mODypCxZgi5ABXPyjsBVGCZYL22uJYlkjilR3TONwDBiOnoKn8rzYoXWWCNZSxyW5TGPvcfljPviqI2s8akkkttI67qI6AxdUunvNRe5uC3mXEjSybuoY8n6YycfSqoRwpXcFbPyj1x3/X9adcOWuYpHLOOSTjPH1p0flvOAwITqeMcZ57cH8+apaIlj4ridIiu5jgjHp7jp6flVlYv+JdJcNICWkC/K4Ofqv3sYPXp1q3JpdtPbJcWizRQQpF57zkPvZ252lRjgE/KecDNC2qPY3RgvW8uEfu4ywbecqTgcFRgdfUDPHNJgi7pN7bHw1qdhNb27TSMHjkeby2PTIIPDjC9Ouc+tZF7ZRaZE5llnKSbPJliVXRSWO4Mc56crjr3qCWeKO0dGt5EkaQNHcKwI27SChB6g8HPYg+tRTahF/ZC2uFNxJP5skjRbm2ADaFfd0+9ldvvmkJtEMLCR98rHAyOP8A9VXo5YlH31MinChmwTn29Mdf/r1kCaOKQssexT/EV6D+VSw3BkkZ8K+ECKDzgD0FFiUzSwTNuZmd3OWYgc+/t2+nSnTSSokheR/3ihUXqNofPJPTkA8d+PWoVl2Sxd8cE9xz2/H+tOkkeWMLtyy4GV9PTmg0GzzvdXLzzPLNK5LsxOSxwOTSRrvKbxjJOGJ/w9OKQKoMjbg24EewPrn1pYYUj+ZSWc4yf8fwoQhjlUjyQpywBODxUscgXHyKGIDFfvcAHJz9Tn/9VRiT5CW+V9xPOMcA9Rn6fWiNRIBuYkcktjgfl+P8qoDW0K2ludZ06K13+fJN8m0oDuA7BvlPQ8HrVbVI0t22Juyny4mHz8KAc9gRyPb3qxcXSHVLa6sFa1MMEIyhwRKEwzcE4yf8eDVG8laaXeQ7lyxJb5jknjJ6n60kM3Ibf7FBDeu12N6NJbyxrhFKfKG3gHkFeR6MB1rWsPESadpUgv5Emlu5LieWNodzDMUiqOuPmZhxgcN6VzM13DI0aNH5e2RgzrKxLBjnp90Y54HrzRN5WZ5o7dktxIVUg5KqVO3PvwT9RUtXYyPUrbF/ctFbrFHvVFRX3BTtBxnv1zVW4DxRwq3LfMSQc9+36U5Z444HVXDLvSRl2kdFbgkHIBy34U2d/wB3aDjDREg4xnLGmyWWLIwTXlsl9K6Wm7bI23cY0HJ2g9/T0JzzUmp67LqM9uSyvbQCQRW8jFzCpkLAbsDJxjkH9aoSttiDYJ38namArZ5A/SqqZ3YLvtK4OWzx1NKwm+hduQAVELs0ZUclRu9xxxjPegieVwzl3G05JbuDxk/SoZD+8i2E7c9V6gj049BT08zMe5DnABLYJTnnv/KqQzQd5I/JKSuqW68KoPBAB5/Hnj0rU8OXv2JYLm1SzgmhU5MkcfmyhclyrtwnDdCDux14rJumPlXH7xRltyOE+YjjB9un3fQ1RV3aRd4BUqVVduePXH4VLG9ySW9N7PeXSOuxpEAZOF3D7wHoOgFVmlRJQ24oGXeV74PX+n1p5KG3ZIYwqxlUCgcCoPOiNsltmMuvzDAGM98knt2GPbtVIQRwszEwRyNG3zMyc/jz9P0qeCRlvI12tuRWVsj+E53D8QTUkE8ESLLHN5cWMHjbg470iSxXN47o6spGdze3cd6LhY0rOewbQNQtpg/9pyS7kcIDHs3JxuyGJG3AGMd6555kV2M+9pAw+UHAxnkdOn3vzq2ki27SMAuccHaGI57e9RbxFIsqEJIRkMBhgeT/AJ/CgTNyTVIrjR7mH7NHCouIBboAqtGkayFuRy2Wc8n254rnzETd7idzg7iTwR65/OrRfKgnHmO4UhuT/Pr0qs7x+bt3ZPJwOefQ+nrTQzRjsxPZee8yK6ny0gJG4kBDnkjAwx6ZPy9O4KpBhHIwxxnkyD5hjjr19f8AIoqG7AFvcRwyB1JVgwI2kjGO+amu7q+v7me4nud80pMjmQluD3DH6VVjjjDHK5HX2x7VcNtshimX5VdW2jg8jrj86oNTMkMsRV1mIIwMqfvEdj+B6Y/CrNvcOUd2jUqThvm+Vj17H3qpeptlDggnbghhnp0zVq2aZ43YBGWXIxtDckYJxk4PoaroJblqF5DbrBljGsjOE3cBioGf0HPtTJ2R9R3Rjy494CocHavQ5/Wq6gom0krk4xnp7GnhV+0Jz0Iz35pdRlcyYn3MNu0njPTHvWhG8cbBojvZR/CDzxnI/liqccJuLiVElUEHgNnn8P681YgjUIm0H7pUDvx/9b8KGBJ5ha4aQfIvlcEADPbFS7liJck71A3hk6ccAevGP881BKY9kjbnCgBABycDJxz7mp3YAtIQrqSoxkgjGAM/40ugyUSMcBQuNjFVZRgd+eOahQIqgySfIVIwOOqnFRlZDGyErkK3f068/QU0lWyGVDhO64yQaSAdbzumYWYsgG5QTjIPUcDkfWmwTGC9EwQOFOTHwT9KigO6dwFwBkdjzjinStFHcyPGHAU4w/zZpvQRoalq0t5BCzBh5UKQEA4QhVChiOx6/nx6Uy1vru/RbPcJlXeIoXbAUlWJKjI6cn/9dZslyoVypL5wuCvSopZI12hWDLncwTv+dQkRzalpzJ5TvGkpYDqpGCDjOV6mqwttrs5YRx7s5yGGfbAyaikvpi2VBC54Crz+J/rTEuGeUICoDNk9ucVVmJu5Yji4MjkSJk7RkkD/AOvTrmUpOqRgeYUX5UXn6/WoFleR2RFGM5DMxwasxECcqskYdeoQYwfT37VQ1Z7EInuPM2hGj5wOoFWvLKRs5dyw5IfHH5e9PcvuXagZ9uRjufSq7XoKNlSrMMDPfnPT8DS0HotydLdnjZw+HVCSN+3n0GfWrUS4fzBIAR0OMEY5zn/PWqcJmxmQqdx4AP8AWrDO7RAq43ZxtJqbjREHRipwByecYOPUEVNb7ZJGkkkC7QN2xOGz04HHb86YsrRgK2FP3sA85PINWEVba7UeWjjbjbIwk3Bh1UjjHPHIqrlFeWSQswywBbb+H/6qdKCxREKkllwjKeecHn0pi5YrHGJHkdyAgHB+hz161JlTdgZy2VAAxTAYJdzGQxFgN2UY4wTnBB9Af5VHIysspLKX2Y+Tt+P59KVchQrLgA5XKZ5HTGajbd5Tv13Dj5QufwFStyblP95auriV1B4Yq2CPfI/z+dS6gxW8WPJwkSLkdCSoJI+pyarPcs6lQ25TwAQcAkcYq/deZJfSxMI9pYqhx0YdR+h/GrJ3QABrZAwfaV3BY2x69vpj8qhiiyxABx3yOlW3d0h+7uYnLDp+Z+tV1OOBwM8YNQOxK4b92N2Svr/Wp7YCS8UNnZ5RDOARjg5+nFVpJG8zg8bSPcZ71ftD+9ZVPG18E8DO31PHQhvwplLcrBf3ktufMEYuAuGIOFGCxz36Gp5PMs2lhaMBnR4mV1O5Dn09RgVA0jLNlncAln2sN2eeD79elI7MCz+YMsevOec56euaTAUn/QnJUg+cMgHqB2rJb5NxkIOQCD3B9vwrUCvLaSRk4AIIJ4x/niqs8D+btSUYBx5p7554PPvyKqImRojvbqyJKqHJYs5VevGD34qzaxLbxjahPUAHLYyBz9Tn9KkaNyrBxuVVyUQjk9M5/Kliff5eODg8t6etDYICC0bktxngYxSwEIPmRJB2EhO08dM5HrTJC32Y4IyST6UtuchixBRRkrjk1LGPYGe7Ugfxc7RwCcmqQSNbtndDuJySgB5PHfp1qwrskkZ2HJ2t6juearSE5kVUIwceh+n6VQCmZER59uEzgD0GfUD+lFNaFpINpBKE/M2MD1AFFKyI16E6vmUkL0Xt1x61aiDonEmVaMt9/jJHOR2bt/U1BAWSVvu4Gckj2/TrVh5Ao8ttwwCvyDf6+nI/HpTNEU7mMvbjg7m7EY49jTLCSS1ch1Ksp+Rsg49cg+3uKlupwIAqRMN5BJk25J9MZP5j2p9vGI74QSJkLhTklcfj2PrR0F1HXUvnTKyt5gLY4+UfkTkeuMmmSF2f93PEoIxkFuPwOPQU6BGjkljMe/YcsD/D1/GofMdLhG4ZRwUc/pjFCAYXZbkFBvfGAFGSc8ce9XodyPHG67HXcGROMEjqCT079+tYsxeOeTczfMchl4x9D9a0bLDvGZN+VONxbOe/f8abQkPnXyowFwoznLfTPIFS3TskEjcZzxjvggc4601pDFtGWB342kkjHPH5nPrT50+WUA5+Y8EdOakoY0rD5hgboRx9eO3FAbMTsJTnGUKjOT9aa2Xc44JUAj1pxIWOdmYfMCdhYLk/j657e1AipHKrSGRWUr3BbBXPQ/ofzprTOCBv2qc4BPT/AOtUloYxbGfDqrEqyYGVwf8AJ/H2qC7hs7i8k+xF1gAyC/LDA/xoaVyJFeXz2ALMyxnkHtTA0jyeWrktxtXHJ+lL9klRgqTNv5YhQRgepIz/ACoeVXCySRBZFYHckmB+WOKogf5Nwu+By/m8HG/Awe5PTH41XnilQqWK4J6p3P1qUXJxk7XDf3mzjHt3/GnyzRq0Xmu0jKQxLDA2+nB6e+aE3cNCO23BziRFPPXqP0q7HNbBAR97PO4cZqlNdRSsJBHGp9MZJz35qnKG3AhW56ZHc+mKOW4XsahvHZwyKQPujb+vWnpcRiFhJGnzHGdo4/L3rLTzG+TscN8mM1chSOVyyws7dTucHP59PzNJxSC7NOGdHiOJEIQDJQEfzqUOi53ANtYsGVgQBjtjpVFnI273jRgoA5wR9cdaRGMSsSEPOAT93H07cVFirs0UmjZuRzk4DYJ5PY9T+FPDeZNEUEkceMKv/PQg+3vn1qkblVAQMqbRwgB5HsakjnWSNmz1/iIJ2/pQropSBrmQPFHjcvTlRxn3xVuMBrvL7lBc5Iwe2en1z1/pVZMttkZG4YHnAX9OfxqVXKNIVwWbJB285AOP58j/AOtVIpMzsxwhcyLuYn+AgfhxUzyqxZVcbwflP3iO4PoP/wBVVD5bPvEqq2TwVIx2HP8A9angrvUAEsAMuVzj/P50NGYMttNexBTscyKWUL8jc+3A9x/+qpmZkvHkAwhbOAhP6/4ilRx50DneGVi4IyACAefc1WzGSSMdc5f/ABo6AWzIHIG8MFA7HkipETe6qR1I68fn6VQBZl3H5Nv9ztVqARzDDvsCruy5xk+mSf1pWsNMWVHKSAKoeOMthvQDP58VNIZLfeoQCR3ETNtOM+x78d8VLAigGaOQtITggKfu9+v5/hmpTGjKZG3+YWGAxyVAyfXgHAHsM9c0c2pZSlja3cA7WDLnI54PQZ9Oe/8AKkZkWJdrsqhjkgdOlT3G2WSR5GYqx+XDgkYyTzjuev0qIxNbW6vKpXLcAjJJI9Ovai99xCZMdm7hy2xgemMgZP8ASqsMqTwGV9ksgXIkJyR+H5en51ZAlexmMsZXc2ccEkfQdvQVXtrM2xdsMqMflVhgnHf/AD600BOCqt5sieWTzgkDHHf3p1u0dyGmeXy4Ixj5DyenU9v881BdzEhSjLkkc54H1P8AnpT7EBM4HyucYJ64x2/pR0BbjxMjqnlY8tF4ODgA0RtvhCkEGQ4yRg4HXNQRL5YeGRVxCzeWSM/ITkD9amcMLgASbPJU7yV7jnv7ijqA+RXaZn2gJtOD24B/pVJ5AZ5RztyxLfjU6CUzOjMjFTj5flxgDr1qv5kckjMSUyTkAZ4HfP17YqkD2LtpD9pVQHZflzgI0h/75UE+tFSaOztLHDZzXSTFCQyHBPTPQ9KKi9hpNlcxp9pbC/XA6jvWhAiMJgCXIjJIDg8+mB9c889azioEqrlYzgklV9z174xWlbq8vnGVpMrGcFX6+2RVPYaIWtUdD5uY0wGLBc4A/wA4qnboZo2aN3cRKQS3G4dvqevHPSrV7bIYCAiu/GMg8HrnuRVbTZ44Nyzk+W5G8jnaM4LYHcA5684oWwnuS20amJwi/KxyC/H1x6dqNqpOMmQbCOp3A/Q46fjUlmUt5XSZV+QlcjJzjjIPv1pjXEkdwybyyE7X2jB9j0/TijqBSmiY73EeFz98nrxV2whUtCMN5RbDOiliOg4GOT7VRcTuzbYjtbOQpOGA5/Tr+FaWmHzIydrOhZtqh8dgQMnOT/hTewLce0KuXJXI3ABSNuMHk47U+4VzLKCgSTPIXp25/Klt1SUJIDKVkdgu8YIxgjPrmlkAM37vLL7Drx1qLlFZ1JbKoRwBwKddgBIy4jwcKqlcEZ6/zqVYXmVsIxKjjC5yfyqreQypLC7K7xF8BUPT5c8D8PxpoTFt4vtBlSeRpELgAnk4x0rPmtNm6WN1UEbiFORx26/StcRKbfeEfk7hux0GOTjrUMMLySJEgZ5OeqD58tx25H1yKEyWkzIFw6+buJlDjDP29uarTTRMy/ukCgYxESoz6nk5NdN5McbKm2IxpuLzBsb2HJKjBAVcYBPHU9+Mv+y2ubiSaFHSNslGDBcDqTg89Ofp2qk0Q4sySqAhklGM5bCnI/Mc/lU/2wqiqHbAk3El8bl9Pbv+dWH0xF489RGRkbm9uT09ewqldWiw7WEyyqzbchcfjjr+YFVoybMtJPD5xU24Z88AjdnPqM4NWl2NEEEHlsMnZggg+vIyPz79apG2jjcMinyweWR84Hr/AJ71K0zovzB5R0HmDO38e1Q/INgnEqRZkZD0AJQEY5/wzmpWk3iRFQK0Z52kgEjgjA6d+tRwXCgFNq/L+8UEfdYcnHPt+tSNOBBmJ0DByzhc5weemP8APNA1YmWEoTkrGQgY4Tt657/gajMTyxbwd2ey549j+HYUheWQAyqzRg4AZDg//r9MVejdZADuCsw2kt34z1/z2qdikkyq0Cgo0jB8cAlcjHfAzVpVZgfuFQPlLHp/hUZ3eZhlG5ehIBHT86HkVkKEpgnqI+fzqXcNhzwu8yByzgYz/dxnsPSnwEtc7vL3YSVvlGM4HP5ZBJ/pSRfZ5XV9h3KOAQRipYt0sq7vLz5ZJUc/KSAcn6ds9/rTTKRlyQyETFhgIcEj+p/A1AfMXaEjMik/5yK2jDG1m0YG5ypw38Q56d+ef/HvxrLmiEJGGUbiyjOfmx/FjniqjK5DQqBYrqRjhVWNgFJ4Y4wPx61Z0uBZBciSMMv2Z2CvztIGQQex4qNFdVyQQgBC7wME4ycZ5/GrlvCN0sZRnPlnb8x9RjAH+FF9Coooo7bcbRhjggd6u20QWNnPmZxhTuGV7g/XH6YPbFV1RlQZHUc54qykgdHj3OzAHYM5AGOQPzqZeQWsTW8RJmZmRmOXyhYjgY/iPPGfxp8u1ruCFHwjZjJkdgACmME5AHPIPTOM+8Wn4ECtJG7JvYK33STz19WOPWpJJ0hQKFCyfwuu4hscenck9uw/GftFCrbExvHI8byOxy2RnntweGPI9OagSGU3c6FTlZCeTng89frmn2JkVZxIz7kmKOu0r82PQ/h/+urirtkmlBZmIJA6ZH86hys2SiKVWeN3yrA5wPbsf5CsS+u7jbBCCAAOXABHvnscY/mK33iPlzdxhssR/Fj/APXWNEdokVnkDKqqY4T8vpjn+L39/StKT0GZ8RmeSR5g7qU2l2XGBk4Ofqc+9aMARJ8RxlGRTuJY4OcdjRM+6BUcBQpyQOSSPw96RfMV3hfdyAqBmHByB1Bx3/StL3Eh8cgt4ornbuHBbtjLYHP1wanlsysEkplSVZQQ5TJ2uWBwc45+9z0OKbM++NbXI2SI3vheeg9f/rU+FLq2tTLG/nlvk54Z05JyDw3VeB9eoqLjIokQyXLKAcNznj04qjGzQxsCpC5bhiRnOe315zWgqh0dwTjdyGOMEZz+GazRIFtmkd2dWXdlucYPY+uMVaBlywXyrWWZTIkhAjRtucDIJ+n8P50U66eaGxtrHzXEKp5ksW3rI3zcnuQNo/CikF7aCMrfbNgKK5fBaQdD/IVqxokZkDZDHPm7V5BIyMZ9AeP/AK9USXExJ3Doc7RuFX4QTZJtkXcBhVYcr6j0x3wMY/Gh7FIS/tbZflWd3cybd3llQyEZyO/p7dfrWMllOEiuS7pGCB5hBGznkHj1rUuFfKK7RSELndEcjH4H61lBrkPPhhIE3MU3gHB4PH+TRG9hM2NPgD/ekif5MvIvzbQueT6nb+YGO3NWTcuoNbKxkQMSrAEAEAkEflV20cCWRomkMaruTaWO3688+npWeJiuoPgBVbg8nIP49P8A69JXuPoY8asF8t2JdWJGWx9f0rTs45MpDtAy4DFSCFPGQTnjj39elQT2+LnAVJfMGQoy4OSQPTn+taNlFLHJHHtIKKWIcZ56DOePf0/Kqk9LkpF1YYwYwJHGYi27C/eG49cDsB156nJrMnu5LedvOjYqnHzx5/P/AAp1+jpI/kByJGLKMjGD0zzweR7VnX2rXoud0iJ5mBnIVgcd/TtWcVcUmaFpq0ch8iNQN+du388H0HFSPDHNMhkk8oiPcGACDIHIZs9Rz3HftWfpklvJfPNIqpIo3tIpJCc4PGOTg/8A1qsRXO8tHNEbhS7BGXgH5upGPcHPvV8tthxempcRo44XgUgmMEqccHn/AAqW3EVltiYkz3CdIgcqh/hXjIduP91cnqazp40XfcljCrEhOpEjjqFxlSeneiOZFmdp1HmMcbcByB7A8Z/rntUO9hORsw2ccoEl0qIVIItxwiemeeSPf/69QS3Ss5ijYOozlCVDY6HuDzjtVKTVWTzI4x5oOAGc/Mq/5zWfcak0gxJhgTkNtHB981CjJ7i5yeaGF5HhkDeU7bkRFbcjeoJz+PY+3BqnPpjRJvR/tEQPDoCNvoGHVDz0PHoTSR3qoxyzRtu+ZF64/l+dNmvJIpUe3kKrjCsOCc9R/wDW6VtHmWhN7kfzQrhkUPnPDe3p3qtIc4DRZJG7K59Pr0qZ5UlnVo4o4nyc7DgH0wO34HHsKEgRo2DOFcHgNx+vY1ewrFdIjNIMkhfXof8APWm7JIpEO7qcKR161eSOJgqxx8lfmOfvf5/HpURtpQyZEiqw3ru7jpmnzBYswu27aHfB6jft/wA/gafGzwwh3OM54bjj655/KmCKKIFXIZcjO9MMMe46CpZIEjA2SKEfnlSV4569Kh2Hcie4YDZE7E54A6cdP50kbDhmMm4ncScdetT+VFsKhWyAcNEpJJ9euB261H5mxc+RGTGMjfksMeuD/TFGgi1HdDPJj4PDN+nSrlvIrHcyApjpgAH8u1YImM0uNqIvUCMEjPvnNb9jG7RlcwtscOdpAJxz1P8ALpUSjYqL1LCRb4yVVlCtyx569Bj3z0qvLHcNd7fmEIY5EY2fn6D37+1a8Z8uNQ/DbVJOOAcDOM9B/QCoZdvlqUO5dxxGo5IPJxx6+lZRlrY0sUpLeTftjUoinpz69PrU1pCFefMRdhDj1JGR27DA604w7I9xw/zDGRnOf61NAh3y7F58skYHbvVKQzK+xhwCCAExjpnv0HerDqqQOWiUsON7oTnjPOPUY/zzUsAyHQLlXX7uAM4B79eh9eaLuNmt28pFdgVDYOB1xx6fj+dLnu7CIYUiWKIHce+HxuByT1HH4/Wo7sSmU+XjAwWWQuNzZ+XBB5x16gHHPNWcC2jCli0nlKoAVecemcZOT3qld2H2W0e/hEbK7mMOdvUjsOqjORn29DVLWVwJ9OctaRSygESEyMBznJOOp5GMdfWr0ZYBkbO8HuOR07VWsw8mnQb0+Yx/kCPbpn0qcHdmU5GePr/kVhLdkDrhibWdxuACtkheBmsWbcp85V2oSTkYKPx1z1P8ugrVkYC3JXLFzwc7ev8A9assxq0dvI0v3j5Yjyc8YHOe2e/X0FbUdh9CqkzSzqYoHZ+4wAQCcZAHXjp/Sr1pbRyqJnL7FcF/lwOG5Hy9T2zzVj7KLebyvLHnFQeAAeO+P/rdqncBIlSJELscswHOPb3PT/69at9ikip5atNKiLiJWCsOu7PPv0P880sxAijVZNpfcwGOTliO30p9uD9j2MrEsS5UcEk9vbgCpGWdZyqNjY3lhh32jB57DINZXu2SVFOIyFO0ANgep/8A11XsrdjJAhco8a5ZUOAcckN7HGMe9WpAwBG7aWUhSO3+fSltgkFm2fLEkwEEals8DDP+pUf99VomV1ILpp7qaa78qH5iCEVSpz3OR1JOW/4FRUjDZGNvzKCQMvg5GAe2P0oppiFKTiFZAf3ePvqeuQM/hVxBMsCsykDPHcD19x+NUYpRlB5pG4DeE6t7geuMVNDeKJgjMFweWQ5IGO/tUsdyyyLFJEIwNvJx2Peqk88VtePDLEu0NuTbDkjPPbnHritVI4pJ02O5IVi25ccdAf178flWZqyiPUJoY4WkZlXDRtnbnByqnnOAc/XtiiMruw3sWYZI1mMgVZQ8YkaPaV25PK8e35Z7VAbcyXiStIqLxgDkr6Ae3+eauNCJLT7VC0kgki2sXBJJznp1xioJ4zGoyp4xgZ/lzQMqQWmSJzOqRuHKvnGw9OSOSPXp+tX7ZRcSvcwBpIIiiqp5O3BznnnBOfoO9ZMVrAJmaeFim0YWM43E9COPr+XvWtZKIbKUEAHOR5inkdR9OOfrTlsJEl/HvhhHlOGw7hfu45Azz79u/tVC5RJHZ7RAsjqCcNtA445PP5VqXMpeJGjVnUE7AmCQvPX15OPwFU10+SRGdWYFJW+TpjnIPp36f/WqG7IJLQrWWm2i2oXeXmdf3vl/KEC9hxycsM5pzacqwvKBJuQtIN4zuzyM9PT9anAZYcyocjncOeuAMkjjr+tU7sSw2LSMrJE4UI7NkDBHAP4HtV3YtkEdnI0LztzK+cqJRwvA4U5J9eufpiqHlyhJCsbMoGACSuR9en6g54FPj8skOF4JyzOCRk/Qd8GrD34Rm6qWOB8+SMDBwT6j8TS1MzKeR52YM0qyAfdk5UAeuff8KjgxCSWkLDIyA2M/jWu13E0wDI8QxyEkKgnovA/n61DcHzgDGFYcqNknUjnPOMn8Pw5qlLpYVjPmkUymWFXUE7gd3T8TyelMmG9beXGUZ8Nkg9D7c9D3561aQLE67oyrEfLtj5DY469fpUurT21zN9oiUgySb2wm3OTnoOOuemB06VSeo7EMsSfMse9QoPDDC5HXrj8uvFRzW0kBCnsPu5Bx6dP/AK9aZure1tpdqbnbG0iNTjk8/Xt+PpUSWbXFqZ3ZI1XJQBNo5+nXn/69TzBYp7nUAHKtnABAPtS26sZd8YGQMkBgvWpvs0jLgh/ODEn3Hf8AH+f4UR28kzBkCSoPR9o+uew+oqrgODmIoJsxc9QSe/tzSyQu7oAARjOADlh17DIPft9aju7cxxPJGX2KqeaeGwScKp9eh9algR2txHcRERhVKkAqu045yPbb09anpcCCW3iCFVt2JXOZPN79uO30xz61XismuJAnzSv2VOSB9Knns5kOUjkxz3ycD3zRHB5kMzh0PlLlgTzjOP8AP1p3sJrUtpYJDtX7QgfIwA25RnrkdfbpWrFbvHa7UdSgPLFPlC+xPrWVaIjsjbv3gPzh+hHqP8K3VCR4TCssh+cHhSMH73p0HPv61lJu6uXFEwhGFPKuQG57eg5HpTJyflAxndkY5xk8UIwMgaTGWG7OCcZJHI9eKdKpdQ5QspPylTgKQBj65z0FYp2epSY35olfDMMt6AkD2B+lT28a7ZJNyZEJYhdy5zjkDqOvQ8daAULBQCCOMinDEcWEAIKlioPTPHY/SiMtQRRihjWJPkboGO4hlB9uOfx9akn+dFIVW525K5XcemeOufXrwKkbCht4ztAG9myB9Af8+tRw7C4kWVSwJDHbuPtgAeoz24FC3uCGzPEodXKNt+8oUkcd+T3POPpWPqYjjiNuLgOwU5IJGTtzjke4478e1a8kZI/eSYz8rZ4J9yP8ms7UbhLvVQkdjCiOdi7UPyopChjkn+EckjJNa0xvYs26mG1iixwqhCG68AZ6/wCenaoby/jS4CjaoYn7+d2O2Bx+o+nrVgwzTgMqybFx8/3sd8/pVS60qQv9p8tZJCuXG4g9MZDDvxUx5W9SLdixGwkTepIJHJLYx9OOvPXtSw6b5ttumtiWQkCFThVHHuD6cn1qCLThBdqVY7lxjOcHj61eN01yxaONdgO5ckZTsDgnvycn/CrjpsUl3Mu4jQu3kQoFc52EfKzD8e344z7021gW3t5TGWIlz5ic8H+919sc+vapxCRMA6ICQE3k7gfc5HHXp/OlMbSSDySCI8bWDsMgd1B9e/fHtWlxF22wJYRx8zqoJPPHt2pqOkjlyQoPJBP8x9aYjgXCFlB+VsbQPlOMD9DSbEiYxxMEDdVz0YDpn0A/rWPKh2ILuOKWF5CqsVDEnkgDp1/E/wCTUl7YtZXllabg8sFqrOY5Dw8hLEY7EZx+VW4bZLia2i3KFkkBZj2TOTgd+nf+ZqXU2E2tTvFIWMpDAn+8RjA/ACtE9B2IJ7SKext2ECqclJVb7u7Aww/3gCfqDRVmGFI5JIZLm2k/gdQ5UgqehyPWihMdjFjtWezt5MsGVQnyseMdSf8A61OjRn1JXj3A+UpKoQGzjHGf/wBdDowlggjdHwuMqCSTnqB/Q81ahsw1ys7u2/A3YznHYgY5+mKJPQhovwhobh2L7n28u3HOc+/51j65B517GUBjDYLsExz0LE9eg/SttN5IxHEpcgB1UsT09Bj9TWLromSe3eMzbtm0RnlGO4HjGPXHbpUw+Mp7F7S2D2T20bxs6AqUYZQjPzY7gnINV1ncsVHzDqAR2+tN06JoTJJNtBILeXlQQccEDrjIx0xQZIkc7RuY9WOfrVPcaII5Io7yR5LUTKm1ThMEHGRjpyePXOBV9bm3MSn5Ml24Q4x3GDkjpj+VVLEx3YmhkicsCpAf5lGBgZOakmENh8kMKsp3BhneM9cD069B3BpsSLkqo1s5Rg+U3cjHPpjtU1hO3kI5cswY4z1I/p/9b8az4rkT7Y41cM3GCfm9uDjP4En2NLGz4Q4c9EKg9GI+6Pw5qHG6sMbdC+dBALmZDy/+r9++eg57/hUOqyCK1REEvzShSrKflPXnk+nHNa+7znJfzI3KqgA5BGeAT3PsQMZ75qtc2kd29tHJOFG9igU7eg7bhzgc479s1VyWjJjRfKJNuAeQdq4+UAEk88ducd+akg06G4DRrdBJFjEm0qGAwwU9fqDkfjTp45IJFu7dmKRqzjcCME5xuB6ZwOvB6DNR/a/skxlhkMcfEyDJARXP3Qe2CCuPbNDvbQnTqTjQy0BfzZt6H5Qzh43HbGPX0IyKeNGgeVZv9UzKN0IOArDHOcHjk/zqKDX4kzGQrtn5RsI2+3Jxn6EdK1PtEP2PeBIjH5tsmUG7Byd34Vk5TT1BcrMaaFLe4eJkl37iApIySeCM9u5z6VlXyFDtXJJb5jgDJHpWwboygy3YR15CowKkAnJORyCSc96o6rAI2hIUbJBuQqeCucc++eK3i9RMlWL947SMSrYQfOoAz1J7H3/mKltHj5gRS6/dVgBuJ6Yz36D7uPxFSAW0CGKK4KgjBWRg4buM/wCPFRr9nRFKYBB3FS+cHjPQ/wBai9xXIFZWiby0IXOcgkEEkY59c1rPFayIix7FDL8zgYwPQ46k5HtzntWfO5UpH1k35yq52/3fzrVOkrMG/wBIYSYGSxGAT3Jz/nNKcrblK5lX8MkFvLE5VF3oBgc9Thj78YOMfSrv2l44bWNvLwsaNEHJBUhQOM9R9M1WvLWdbMwzoIwGwpdcN1PTHUfnj24rctFVLGHycFVRfkD/AC7yBnHPBJ7dOex5qZSVkCKphW+kMjwOrPwDDJkY7evGOnrznmppLCKOzcJuMWB+6YkqPmzwD0Oew9T61aTywm5AxK/LtU4IHPBx1/z7055i8LMp+dhlcN0J6Gs+Z3RSRkmzWK6t4zDy4O+Mrjuei9v/AK1X2s445oolU4kbcrHHHrx0HPp/Opi1wbj96q+f8yOSv3vmIA9OwqCfDTwnzAjRn5s8KOowcj9M05SdwtYsS6YquDD5wMQwP7w9MAHpzVd45I4thkVWPBwo74B/pWoI2VGcbwAOrDaSM4NJJYyMySJxn5TlcnjPcfQdu9YKXcLGdvjjhyU57tzkfXnH6d6fIUtwzZbYcgk98n86tBAqB8qOcYAwVxz/AEqGSSNZAJvu9iRkEdzVKVncNh7xQsWDxqx2jaducYPP6D1qpLbsBtVF2+UcqWABwOB36E598VqedbqyGRSY2XPAC/Tj65pJLRp4FkNtGqEj5iOMHjgj60oSZSMqW1eK2zDHlxg7F5OewOTnuOMd6xYNPkt9Xt7aSLzTJMd8kZ+UgDlenqAfwro7i1W1hUhERjINoHA+v9enpWTYRs1+00t7P0I8h3yOBgk9gc44684Pv0QdosTRqG1gbYX6jJTGN2QMH+n0pxigKAEkHsAMMp9ODxTyiPg/ODj+7/Lj/OKkFvvTzR0Gc/l+hz+dYczQynMsQQuFkII5yAcAc+n+c1mvPbwyNPPbyAs2z5U5LFdxAXHYdey1vGFSpQEfN1AJH9OaxbuSKQxzR28hdVyArjOAOcdsZPStqLvcTKUypG83mQy7xt2sF4btn0A7cg+lQtdTG7jilZdoIjjjY7tgLbcL6Hr2weRVi5hlmtySjwvj92GTfs45JxkZx79CKntkhnhHyRr5jA7Qec5GOcc1vckd5PliRi2EJxkL2z2/HH1qYrG8jbI+C53HOTn0yeKlnsknIZsgqNwyOMj+uanitVCEM2SecD+nrWTlpcsiiaSGG5uI4RLIlrswH24Z8LnPsWOMDnIqlKHXG1kO5RgY4bp264/KpdQlkTT4bZHaL7ROXYjowGFGT6DnA+tTsodFVAZTtxyOWA74qm9EJmRcW6AEPDBkEbnCgY+pJ45HrRWi8Kyr5xAZsdA2dp7+4HPTnrRT5hMy70eVfFI3kjBYsCP4SeSOO+c/lWqjSxsBBIZowNgZx09sn3/lUF60czqyYchvLwihvftnnp2qZI54rdPMZo27eYq8jjnBPof5dKT1iOxbbfHHHI8TIxyFDNj/AD6+1Yut+b9ijcyKcud3BG0Hk8nIIytXlEUReCJoVWNsO2QrKDjOFzzz7c5rP1QR/wBluq+UWRgdi7SwXPoD7+nFKCVwexU0lX83zvNjZGTY7CUswB/gPPHbgjitZIYAx+Qkrzlsnp39/wAKzNO+2SWSusiqVbZjanA4A/h56k8mpftZ81wCu4E5ya1luKISLBDDID5izedyVfbvU84GOnHseeamWGJoNr71YSnI+4cHH1wPpUNobeecJNLJ1disakEknj5hweCeeMdM81p33lqkLcHB2lRtTYuDwMkA9/ypN2GhoEcimHewi29d+R75yOmM1BCw1LVIPKZ4ra1ciIEAM7D7zkepPb6DoKzpLmVJmRSwA4dS45x7A/j36Vq6FFNqFxMLaTPlBsEsBgDGTnpnJP6UkrATypGJWYHMmxXIGFJPOOTyR1/rUcst47MtuVVQcZ3K3lt1GFb7wz3Aq81sSMbFcJ8roQE7nBw3PuOc55rLMD3SZkQZizIYX2qsn+0M4O7HY555HU0gsQET/bHmlsyuB5RuolEbDscj7rAnPBUZ9ar6tp+be3ML5VHdCuD+7J+YK3Ujq5Gc8dCcZrZu45GV4XDMz/d9yDxjrycj8QaqwxzRxOssquWVSVTuDxj0I6e3A9KFPS5LRh2OmtJOFa0llAc7mQ8EY5A4I75raTTQhSGFnkgC705B46dMc8kdPQ1YgjSyR2jupI4ZVBKgn8CB9OB9atwXEcgd0keSf5T++Az7cjjsePeplKTBRsczPKEO11UgDOAwzj/HH5VFeFRBCjJKhgkYFHGCc7f6itIb5bzaLZJJlO5gXxt4I53HjHHWqd+JZmjLBwMkqzMTuGeuauL1JvqV7ttkvyKAxB4X0PPNTWNo89tLJLIMGQAAEAgYBY/kP0NVF/dSZl5Ut97zMDHetGEvawF0JKyFhtQZ+QL8x6dM8H2zT2VkJbiTyETEsiBm2su89OAcZ9Rz9K2NJuJfKmgngdZmztYjcB8pODnucVSh0yWOyiZ0DxSKJNqsD2z+HUH8a6Ey5snRyYyV2kM2Aw2kAgjg8ds8fhWNSS2KS1uc1fu3kYYu2SDtLEgduOeBW7aIiwRxEDDAFCRltuAcfUfyFY99bosDKfKllLKQ8cu7KsGIHIGM+/p6V0DQLJDGpxjYB90Fsgc4P1/Ciq7JIoUw7tglzgk4ZOT09M+mf/rUw22z/lqv3SrEqCc4x6nsaitrhxGBJjeQAzg78jBwcj2+vWru6Ish2jylPynrkZ+n+eaxu0CKyCNwHSOSHDDYCc7gfc++ef5VYlgZ1BVx8gwGKDjqck9eMn1HaqYlPyMzH+GMH+6F9O3p79+a1bFPtb7kflc5wOVAHJ9ce+MetVO/NoPqRRRSuGgkIMjNkEnGMHJz/n9DWhHasoG5kyDkBHGWJHHXFaNvoczKGEkiq69SSdw7HO05+ta8NhDEoV4Q5HUtg/0/pU+ybKscvJHMXJESq3OwdR7nmojaRSpi8hilOMK0afMMfUj65BrtFtLbP/HomfaNaf5dsAB9l56YEa1oqaQzkorO2to1B88IBjm3UnHcZLZ/CqN19lW8uEhUkExsp27SSVK46npgnJ4rY1PXdItri406G0WS+j4khaBl2jG7O4DkYI6HPNcsJy+qzKnytMqgLkKzYz2J5JB7Hvim1ZBdEGqyyG3LQxvtXO/aQQowAM89c9O5z2xWT4fmWW/eQJHHGtvsCjgY3AkdOev61papAd3EgZlGVTuWwRn3PzdumfesfRZWj1RWeTLGOQtuXkHIYk+vQVSX7tkM6fzCY2PGw/dBx0yc/j1pg+aUeWrMo5JVMkY4/wA/WnrayXEKhSjnO7bhVGDk5yT7UwacoRmdsHgDcDgdckjjnjr2rnsmFgV1dwmThuuO+OOaoNbxtCWnjXDDLIxPULzn26dfyq/FYRQM778IMEFTnOOoYHjk89/as8XM62ySNOiIzbQzLtJ67uvpn861pdbAihdyiNpAEAy+Hx94evTIxggeuAe/FammtGkWJ/MUMR5QddwZSO3+e/4VTvJTtEccitEMDzHlAVh2JxnBweuT25NNtbuWFSZHt0mZFVhNgELkY24yT9054yM9Oc1va6EtDRRgLjy23S7ujEgFVA/TPX6D3FSGMgBywOc8Y5ZiDgdeB3zUpiKQR4l3fNvZDGCRyMKduR3/AFpl0ZSVEMNu4HB85Xy2OBgBT9D05x9ayWpSKN3DIJQZIY5VTgFm256g4IB5GTx2/WrEUbfKZEKcDK5+bjuwHHvjOKlBnVBIttYZHdQy8HpjOfb39u9RtLcxxBpkg3Z6Rl9oyOuTnj3xTbT0AhMv7t4pIrgAHbvWHhwO4Ocn9P0oqOW6kDAhI2B/hkbaD+NFNRCwjrHaosu8o6gBURNyk45zjgDH+c1I0wuEjOwNJu5cDGOgGOuOB3P4VWvkJg3KrLk52E9VH8znJ9Klt94mhEagxbmLEtjp07YzyD6etF7q4EDxtHGz7UQuwCsq46ZJzjqenaiW2YQyJAh88Kf3jcjoCMehyO/H61ckjRjG0TRPgtvxHkgnsvrxjmluImW3O9Dw2AAnOce44P1/pSTFYwLOK+YgXNq8cTnDAgIuD1wO38s81o3NvDJeowCqCxOx0OQD0B60238q2k2wSeWVHluxyTx13YIH1449quxtO9uYoFePHzL5DhB7/KSfrgZHY4rRu7BIgiK+YTFEluinLzLKRkr3bnjqOeR0HpTNc1BodLTYBgOUVwcEMQCcD6c5NVpLiBJkJSa6ulHKYwAQ3Occfd78jkelbMenxaxDFCEFtGyGZ1OAzqOqooGWfkYwOh54FFurDpoYVhpEc0k8yeYI7GNRM4UMN5PIBx1JxtHJHPYVv6BDbW1pe3FxujRnCRrExMgXGT3yDgjPPpmmztcIyx/2dLbWcTukKZ+XJ+8xz8zO34YHbkVsWOlpJpYeZd0zMVXDA7QDnHHXnJ5z9KlyvdAkcpp+nSWV1dCWUOk7AiDcMyct1BHzHGeQO/PBFRSwzQMrxmEXJb59sSKxOeo757/41r37TRJdZiSQgZjkEOWbnJBx7Z4461kre3IgDMjqrJxGsjYIzjGDx2P4U731EWobp5spcJgAD5ymV46BsYGO/qM1MbZ45mSSN0I/elshvlPcHqcn269aqLIixK09jb7XIGQqx5I6cjC/yqGWdINNkZS65BVUcHjd1x2xgY4z0FJjRSvr8zzuM8N79P8AOapWt9Kj5yc7RgfhVFpcIOcls1JAVLO391eK3UUkTzXZ2Vqz3Vssm0GVCY2bHJUcgcn0zUOqQGWS2KuEBO7JbBPI5HvRpV8THKEABYdMdfT+tRXcplnic/KRKu4Z+7yM9fwrms+cprUm1bSfPvRNaxMZZpMyGTnB9SSef5AD1NSjTY5XRvnexjDRxjfgsFPJPGecE46jp3qWX97YHYConl8oN0C5+/yO+3I981dE0flI6p3VRngce35gcf41DlJRSJsitb2kaQiGKAvHGCuDhQ3OT+Ofx5qAXnlx3VvvdmRzE2Rnbz1q7cXNwfli+WMc/IA57cnOcH2xWE1ykb6gQAFkuVIkc7QDyMfrk+mKIJt6jIyQEBfLb5ckkYLDnPPbqOPeushaGW1jY4RmXO1ZM7e+Mnn2BGCcVz8gNpAPMRZid/71GYbh5eBtb14x07fStiK5zggAFkXcFbcQSvPPXrninV1SAJ7F5t0scsp3EAgoSuAec+mB6eg9apQpOJpGKogjI+YdDkc4HX+laV0rJBE5O2IfMoixuBH+Hv1/Wq5AaBZI0k28/P0OeuOelZp6CZHOrGEMF+65yrA7hnn06YBrY0WKRnR13Bt2/Clcr+OD+Q4rIt1bfuAlfI+WQnapx0GCO5OevrWno1yBd/ZrpZrZ0AMckW1VK+n3do+nv1rSD1LTO0tYEjB8pPLVjuIG1Ru+gFXEQZ5y3vkn+QqrEbdQNtyzHA6zHn8qsKyk5DE4HHzk1ZRYEWB9x/yamSxBwQxdD/eySQfxphxjITJ/GoXQvyYyfQEkY+lAHIeKQslxEHEht9pjPl4Qq5YnLAk/7POfWsZoYBdRRxBfKZWIQqTyvOR6kDcep5FdfqVhbndItkd5HO1Pvf8Aj3WuR1WOZlEyecFjPDD5ZFJ4Jzkjp/n1iUG5X6EtdTPv1DzSiN8Lt2KC2Wz6/mD29KyNBSVtQnmlJ/1fljd3Y4P1zgZ6VoxWrXgV7Zo+W2tgFWPYNgck/L0zgfrVpbx5re4giu45CIiFdWSQReu4HJAxg5GT68nir6cqJ3L1vL8ijzggQ4UgAbc9eh/xqcRu77lDB9vBABx6nHXt+FVbG2lnt1eVwoOdwAGMg4wB9BkcnrV8IY4wjKCoUAEuNxGDnHTnj8c1zSdnoMqtkKyqo3EALvOck8c/nWNp81sbh5pVeWN8AfOGLHqOO4GOnv6VvtiQDdteMBjjJByOe3/AeO+e1ZSwOljcSC6hWMsFXySTuDgdT04I6n1NbUeoGZJpsRRZAYkh8xUUupfZknA4XBPJ9T15zS29tJbXskMskyq3ymTyzvOMnb6YODkfjUiB/tCyAROiMIyXjLKN3fj0yM8fj0qzFMqtNNKHkmgK+WwXjkYJx36kfjW7bFY3TGqGEIX4wMvJuPHHU9+PpUlwjNCC4IBJ2r97eMDHGPemLDtJRiMHLAR4YjkZyeg+lWU3pMjkjb833+A3qfr6/hXBfUtGXNH5MhCwk7h8nHJP+79KjkMWCZEmb5eAByfrWjdWrw3JjZSNoOA+ODjA/wAajZgsZYKxjRskknCA5wcfhjgD/HTmbSBlC5YWpieOGVkyQ+wjj2AP3hnHP6cUVaEoWZY0HAZk9xjqcHqM96KfOluK67nPa2HjmiZVfy07EYJUn2Prx17itC3hit3ZXcscbt4jydo9efQj3qOWJEMauRkHClThmbP3eecY28n29qqWZlukkd+CZOM/exgsf5j6cVu9YhbU11QGEqzHCpjAGMdicfTH+RTEjRSsF0zvKhCqVRSycZ4wPmUAHI6jbke7o+bdh86gR7MEZyMjB/L6dqlvYiu1wuVlkLIzDO0nDEj3+Yj2zWUXYdjG1CM2sk3ySGaMgF1dTs7g9Pm7n3wT0pLiNbYyLukCjLqHHVj159OAR3Gfxqe4iju4l2u2bYo79NscRYBmJPBKgAegU+1TeVFdzkRRBJJiGCjJwWONo68A+nvW17JAYd+265dxGqqXLZjBABJ7DOB+laNs9uUWK6jSfKBlaScv8277uQcZxkY/HvSXFlFJe3VtvCyrIYXaRQ+TvJ4xyhI789+Oal0nTJ7QyTXP7li6CHacjfjLHqBjaOeRgn2qm1YnqOk23U0ChvKijXLAPgPGCWbg9Dz17jjnFa00EjIII3TYnlsVj+Y/MvUHpj9BWRfxi3kb5pN91NhcqDtQn7owenoM8DjpWtetOViYJK3OzZym1Ocf174qOl0Mo3UYvlEZkmVLeVS2wdOMYyp4BPfjGeB3FLVbW4uS7m+uIkVfliRnyW75I6j9c47VsuGlVHdiZgpYByCFHcKepJ646enWoLiyEjukgwSSpZWGSD78jj39Kyc2piZzt7akMr/aIkdVww83bnjG4dOe2fpyaqx2bXNuYjcoVByqpIJCx9lHt647V1N3ZpDEwO5IlGI3HHzDlhxyBg/KfX61Xlkito9sSInUDCLuIHJycZ6+/etYVLrQcY3OYbSLYRpm58qUDDCTOD+GOPzqott5c4iWRG3cB+VUfUkCtGZw7klASTxmliVM8qCfpWybBxV9C1pyFDKkmQPL7HHr3/8Ar1NDbM7W8cas8jz/ACBhySNo9zxgZFNt7sQRFBErxkHdGejDuK2bSZ0tI7m3bGxXjtsJuCbl5OP4W2kgdu+MVDdtRtFK8vkFx9mjTKW8eDIoALZOSCMc8nPt6d6W4uIY32yx4KrtyB0IwTweTnP0yp9DVeK2KSeazBlPDSNGcMSSwH6d/QiraxWrovnmFmCFiGVn+XGOR9326kD1FZtK5AtvMC25skBAW2Zbg4JOQfTtmobCSHzZo90TtJIzoFkAJByccnHT+VP5uFWM3M02R91UMQGD6LyOo9j1qeKyit/nmdcuSPPQGMKSCOxJHHcg9z70WSGJdSxRSIk8bZmVsjzdgU4919Se3B74rWHlyyruwgjwo+bHbGB37A5z/QnPmiDI7BQXeJoir5PBXJOe+doH69uLse9oZCmSQeWUjGMjpz6Y56VlLbQCQKcoqkyLgKArZy3OcZGBnGCP1qJ03IrFCzheWmUZIxkYznsfX8xio5LjfJy+X6YOcAdKlaSRklUK5XjLLnqfTHcenvWeoiaMNCqgSAO4G1fLHPtuPTqPrUFy10k8cysC8MqsRIgXB4yBg9wSD3NRwXoUBUlAO0BjnLYxkA89ORVn7YJl+dlAxgBhuUg9tuP5mhXTuG51FtqUcSqjLNGSA2JIsE5GR/MVoR6hbFMNgH35/rXGaRdkNLZF1jEY8yPYgAKnGRg7sYJXgcc10lsZgAftTAepRF/oK6lqi1qbEd3ER97HvtPNPMsR6bifxqnGw3Am6k3H/aQE/gTU4lBwfPmPbhov8aBiuVwSEY+uf/11VmEW7c8AbjqbYSH+dXVG/BEzEe80S4prSRAEfanB7/6Qo/kKYjg9Y02GOdxaxTx2rrmWN9yIMdNvX+XGO+eMPT/LaMW6TOJsfMfLySobOf3eflznqe/GK9RM0MQJFzPGuedtw35jaKwNXsraUzT2Mgju5jukeR8rKQMAsDk7sd+vHSk12FY59F2K8iSMqM3DEbi2T/jwfTmla8jdsOFVCpxvXOCCflPJ5GPXpjsc1XeKSJSl3dmdhzvzy2PbHAz+fSq+n3lwt5E0cskKzxNtjBB4OVXg9TyOnrjgZNc6he9w2NC7E7Wd09sR5yRybS3zYYKTwPXv+Nc9a6gINLjSW2eN0cAoc7URDzgHqT+PXg8V06I91bcPvby2jWRFwJMZBUjgqw9D1wccc1hx28UlxtO8lYdr+YGYGQrhyeeMZ5UfpitaFkmifQUXUd59qWJn2K/D87SoOQRkcA8/eHTHrWuZbYWhDOtwpiJ+Rge38Pb8qNPtkj00K0QjUHgrmM8k5ILdQeSOvFE0dlKfLWAtCiYMucnpwc5znnH4Vo7FDlnD2sMsgEbPGsgUfvPQjn+I8A/j+NTLcQRgTIquroSMS4/owqq7xiKU4CqgDMWy3y9O/HqeeBmoo3aAKiouxFClRnAI/hXPYZ6/WuW27AutfIyYjSaJFiCj7rvgjnqvBz0xnbnj0MYtkkjO0iVnYON6lmQjGWwcEdO2BzmqSTTSXeHlKxrt3LGvViTxuJ6ngewHHNOsZZ/s0JaVyWjBDoSrZPcfp+dVJ2iDLJkzcHEQ2AnlFDMT65z0PXtz60VE0iyDEsZdQcLhse/X8/Sis1yvcVkzB1uR49wYqIkUAKxAwcgkjnPr+masWTP5JkKtuMYO4qeCxBYZAPGOv4jtWm9s8+R5zRJnazRNtTvnccE7vr+NRW8EvmuY4xJKJGLdsqcZ2YGeCcZ5XsQuRXXFpxsXbUdbZiuGjKqzQkloVOfM5X7p9wRwfXvwKsXJSWX7OW/dKPLSVeeecbv+BMc4HHep4ZY3aKZyxjEZXygADxggrjJ4HuOvtTYLRp0dzLIzNsY5jVHO4cA85xgjGR+lRoUkM02M2OqyJJFCXEoQxcMybht+fH+70J6c4Gakd5hci1hYHznG1mkxvzz87KMgk8HPoTjAybeo7PPVllQ4cArKqhWOcA8H8COBmqnnBp1kl8vz5VkkyISDh87h74Jbvx268K/URgX9vOt2v2BpikypPvTOd3J9j1BxnHB9was20x861jMk9xIFLfM6t5bSAEoex+UJ8wwCG46GpNRtob5p42JgeUBZHL43RDk8n+DJIPQbsds4r2InivpnuETc7Hzx3XJGE/2lAx8w+U8fjpe8SbWZfu0D6lBIkbo8cbMAuPLRtzY6nCn5B3x7CpI7aEyiNXILRfdk9udvXt3qZ3msb5pGl2RBEGXXqN2W+oySMngVTtrq6eSJ0R44WGT5qqCfThSSOOnsaS2BqzLVnCIbRh0aNsqAvTd2wD6DPc5qrDKoCSCUIeCg2kZPT09fWry+TJZHZjbnJVV24UE57HjGefr2FMlLzGV96RuIskzDuow2WPtkZ7Y6isWk73E9ijrK3U+lYjieXy2OTEp4XqfduhI/HHSuTgvWuEkd2y2PLUA9AOT+ZxXfxm3Yh4NrIWLgddo5IwRx1FcVrSBtTYqmN5WPIGMk9f0I/OtaLurFLa5t6VotrFAs1/elA3RA3T8e34VLc6foNs5knkuxu6PFKhX6/dP61z91cTTTB5mOASEU84GfT1qVJkVSXRRnqvXj3NaO+47os3ejTQsbqzmjubD7xkJ2kHptIGfmIPGOD7VpabZSaaY7eWLzpBIJSQwPl8dueCD/AI96zdP1RbB2SElFfgoDgEiuivI5722Ci7dIXUbQRuUfQE4z+FROVlZhuguLQXMpie3MxbDfPEBjI6HBGffjqO/Wqr2tvFcBWiaF15HmLhR6Y5x17Y60+DTmLyE3k9wMqPKaJY1Q8gjA6jHbjFTC1upLcNHOYETDCMx70K5ySN3GeccEHkACsb+ZBTjtWj/dtGyIxywSQEHg4+6u4+w4/AVfgQiRn2OxC7VIfgcgg5zyR6E8+9V51m2l0uxGrPtUiEMI8njOOW69enA6dxZrxlQSlLiZN2Xj+baD33DAyT3OfxNNtvqIsRW8ZzNC5Lqwwu8BufT0+vXrSzKZp/nBErfvCV3b2+Yc4bjOc9DyPfk1JZrqd4wb1Mu3SaNWAI/i6dcZOOn61SbUIoJvLup53ljQB0ihTIDduT9O1Ci2OxeZWQNKBxnGVcce2PwP696RQ8q4kiyFbICkbmx+vpVhVDSfaHlkZZlyVCDgdQGx0wQPxpYWZJy62+Vck4XnLY7cf0H4Uth2I/L82d5Joym0J8sjFt46csF49d3Tj15qLymk3bQ6LuI/dqSAO27B4HTqe1Jfa0trKpS0UZBkyQwZVHGSOg54/nioo9Yu/tAh8n7Sssm1I2UZBPZdnUnnnGe/WmlJ9BWKTH7FdQqjoj+cMzFeEBOCcemM5xXbWcWcBLt5HxnJiAGPXlf61m23hmAX7T3ED4HK2hgwM+rD+I+2APY10kdlHwc4J/vgk/y/St1sNKw6LavyPdlCAfkVFP8AP/Gr0ASRQUuWkH95Y4yPzxSxHyk8sXG0dAvmkfyFSiZyf+Pr25nJx+YoGH2UEZZmL9xsj/n/APWpGiWJN5ztHdvKUfmRUkbyoqokxKjpmTP86WR5iOXJ46lh/j/SkIzTIJtyxSwSMOMKYmH6VmuFGPMlSNm7xFBj8cc/nWxIXDfO8Zz3ZVP6mqF1Iu3bJewDBGN8ka4JOBz9eKYzA1Zrf7DIyXImZWBKebluDngL/F6ds1zS29/Bb37XEWYiiiIuAF2HcoBzjoOf8jG7q7JpthPdzSiWMGTAW53Bip9Mk++fSq2n3kv2dFuFKvG6K5BwzsQT0wMEcjacHn0pSdlcWjDTpN+nfvFAbnGX3lxj5WLY4ONoOcn5R3NZml3l7aakkjvM8Rcbo87/AC8LgtzjBJ5wD/Kta53yC5iiZYJVD8owUBe23HGcEHjjriksy8MDkGVpOQ+4AYOB1A49eeOpPrU01a77itYsXVzDeQl4VYmLnBXCnJxgYOe3b/69ZN+2IHhVlGSodg3AGcjBHGSR6jpUl5NPHCrwIrPu4fAJGO4J6fWq1ppL3IluWVvPdlZiqDBwDz6kkHrxnPerBl9lkmPlIjE5+dQBjHT8O/1q01u0iLDEv7uMAhwSygEZCj29scZz3zT4fJEbNGqMwI/iyY8j2x3z79PWrQbgbi5KgnAfDKueB1+UdOnP4VzIpIoW6xPAAAU5Pyxkj5unfPOeTx7YFSTxsswKBJIYlADIwwSB+eOg59Ke0rC4XZbyIseSHkBYKOn3s9fTjP50x+MBmLFc8rgD2B9abWjGyBbcq+ADIdoI2nAH1NFOnbzYvLLfKTk8Z/yaKzV1uSODWhjRluftG1dqs6EMGxkAjPIwfp9TTBHbxTTqEkkAZZiwdUwu0ED5eANyuM54BHTNZDxG2SOFp5Hk3NJhyFDcAkrzx06Hrk81W0yae4dZLmKVEZMs8O1VCOdwODk5yBzhuRzxXSrWbQ+ZdTqY7tHiluEtoAxkCyNGgXGRkEHocjr3+XIGKr28jTzxmIyBJQkmMFty7vmK9OcHoe4J68ULcSR2vk5KpIMbTMZOO2TheeM+nboKmjvQEJaNXVydu7DlSRjOSPT6cjvWfProO5RvpLm8ljhsy0UkjMAqL98ZAx6qcfX04qTTrmaXeGjcQBTkN93C5+ZeM5xjjuMgHPWSYXDSr5VyypMrksoDeXGMDjOM5GPyx16MtrXzIWj80EFRuCsEZcYOc/UKemP6vmSVh2M6602e8vJJTDLJEIiADMWLYOMKvy5UHHv8x6ZJqawee2kdFSWVI0cyKzBUiZVJ+VRzkkAemD/FWzDasLWeN5I5IsAABc/LjnPPHQnIPbuMist7V4fLEc5jdkYllBLopz0x9QM/lTU7aE2sX7eCG4S7WSJwJmKSgymAttZsuADh+g5GBnqO1VrlxCUEUyidjlYJejY5x8p9Peks50sI4IV2bWY4RR8znHPzYwB0HNRrOk5Mk24OfmCpHsVOxVSxIPI75PXOKvpcRoxo8izWiuxkDkW5cqTnJGMrgfNgL0HRffNG7jlluZCM7i+5lkZSSCc8A9/r6U+2+cgvIGV2PH8QOCee3OOxNXUnN8jmfBuIWLb1OPNUcgnIHzDPXPI569cW+oboo28ItLGQsVOwBFCliDnnHPeuQ1Xc95CATkszjH1A/wDZf0rsb9xHZk5Zs88njgdvauU1yCePUVtkgZvKtY0c56Z3Mf1JrWjvcp/CkZl4Jba/lSY4ZGK4z90g84x7ioBeEcAcDP41b1KNpkW5eNldhhwR39foazGI27SDmumOqMpaMtCdpnUfxdsV6I8ctvaKqyAqke1mQ9gOvP1IridEsZZ5hOFGyMEgtxuIUnA9TgE/h9K7m2lJjR49zEHKhT19zzyB1x3+mawrW2NYfC2VFmYkCSUHuUMRUH0H880hNwhUr5hfqWIWQgcjjP3h7VdF5JiTfcOCeW3DGDnvnvVI37JJIg2ysFA3YPAxlR/9YD865iXbqOLZRXnYYVcFn4KDnqOuCM9/bvR5kpjUvNJEwxn5MkN0xg4/IdMdRVG7upgu6ZpfmbcoC8hhz1P8vb1pEmluD5aKQp+XeqZ3Y9+h6U/Mm/Yt3MpMp2z+Z5ibcg7cg9Qeef5VU8uWbbbK8V1BBJ5kkEsB4yOPmXnGDkDP59ai8iWTftaVTJmRW5UZ6Y7EY5zTbV5bac7oWiQjlmYcnuMn8/w9K0StqgZuho2MYnhicANyCVzjpgD+Hpzn15qu5VY3cyWqAjBeF/nzntznuR0zzVy3t/OgXlk3MGxKduTyOOcn9R/S3FoxXBR13YGQrsAe/wBcdP1pJX6FHOnTXuros0ibmyDJPCDHGvoTncSQegya6TTrGG1CtbTwmTGDKBtJ9QP7o9gfqTVpNNu2xhYQOw3N9fQ1ftrK4C/N5WB3GGP6pWqGLB9pWMIso2nnAY81ejk1ADh3x6hm/wAajWC5A4Fv7lgp/wDZKsKlyAMfZz77VH9BQAebe4wWkb8//iqcZJwpyMn0IH/16CLjstsfqeP/AEOjM0ecRw59pG/+OUAQO8jAgwx8/wCwuT+S1CVI/wCXVeewGf6VYeW4P3rbj2kk/wATVKe/VQwktX6ZxmQf+0/60ALJMY4/NNrjdwG8v+ZGP8Kw7q5lhkcXAmTcDtjK43+wDMOenU96juL5CTvb5QSrLncD3x1GOO3eqUtw8+AHYIRgfuiCc9z7ccetYyqdhXIHW4nmVnmgSExlTGpDZbdwMc5G3cMjuTn0qSKOFFWN5Ihv+ba8mz5uc7Txzg5/oaa9o8rxM5mk8ty6AL0PYE9gPbn35NYkWgLaTGW4mUuV2xRbyCBxyWXvnJxgjHfrShaWrYkbF1M9sG8qLfj7o8vheMHB6fd6DH8qvy2Ek1pA+VaZEw5T5A5yeccZ4/QVn+Q0TyiFYliVWQWkeZA8mOGL7vlwSPk7HIxg1pNc+ZAtqXQFY1Ezk8OwxknngdOxzWsfIe5g+Vd3kjRxXcceXAVFlXKZHC/JnLcZ545HTPELSyxPJHiS3YHHlbmyMnggfXJ5Pfp0q41hHaq1wsMZvAqnakaMy+hBTnHqSe3Wo7gqLVJrhsPJJlgdx2sBgEkjGR7e9aE2Nd5g19kx+WwY7kjI65PGW+YHJ9vYCkkTeUZsAq/GwBseuABjH+e9QXTxW/lo8v8Ayz8xVVlYoG6gAHrx09fSrFlKZGAjuX5w5EaZY89TxwfUeo5zXPeyuWrkrbNqrE0NupOSQCMnkqAegH+faqrO/lRhJ0Y4yCrg559z9ew+lLqE6CIMJAY9vQDPOck8D3B/lVBJoeU8gKh52eUdx9M5B6ZHaqiwvYurMWdWUEjHBLZx688/5NFRXBADhU27cbsgtnPqMA5/PrRS0YripZNOYzltkbJujJVhuPJOAeCQT27+o5viN403ptaVUCRgZcMx46ccAA/iPSsuOOe5vHV5WgtYvmYJ87PyAMkjjnjA7445NWZ7ozTNE7whIoyZAyhhEDwFwF57KMcn5qnVjQy7gdmRRL5sqZ3eavltx2x+P6H3psVubeNpGdAjDcAgLDb3BJ29PanQXEk0gjgVFgACqTGN7L1w3oD/AHfpyajdCs7YZ1LncgI25+gP5ZzzzU7C63IEuRG3lPvjEanIPJTtz79sGrVsHYhxcoItrKqPHvHPoMYPOe47VnGNZbhlZCcIMBXI5yflx/WtNZhHDxIybAX3bR1HYA8+ufSns7hEcA6qwN2Jg0o5IUMoAAIxt6+ufpVW6u44T5QJ7EKcrtGcHHTA/wAatTXzSRIrSyMpy37uMbfYnjPtnI+vHNOVFvl2SLNLB5eGhZiiZPr/APr/AFovrdjZReOG5uFbO2NxuUhxGCSBj7xxjsCR1P56CTyPeLHIvl25jY5V1G9wQc4x8uQR9fSqkukCfYsUjwCI58pl3D07AZ4xg4zjj0pdO0+4ttUklufKZHQIrAAr1yw28Nngda15otbisbKhCUjmlgDKxIwA7NweueBwR2qyCMBWO2Luu4Fsn6n5RkDgdR6dajkvNPF95EYdZNm/yd43quOeNv3f19uKiNyZZlkVlYgny8DOzHrxg84PtWN31HcjuYy0lvGwUZcthT23e/075p91pa6pKX8zUDNyFWy2ZKjozbzjH+1/9YUgS4n1C3t7K2DSoFebYucEnHQ9uABTLvXiC1pp5lt0jbY20lXkZeMserew6DsK6qNNtpim7WHWuhaSrzG91N8N8qRN84HGDltihvyP1rBm0fR7e7cx3QC5+Uvt5+m4V1tn4hbSbfffq0t2/EYlGQP8+orndbZtSdrs483qQDkfl2roskyG7mpo+j2OqOpGpRbrb5ogm1QT2DKPvZwBUNiYUsxDcFVJO1CzbSrLn168ZzkdPxrP0S0mWZbtgkIQ9WQZPsa7eefRL/TTPp9sVuFGZGTauT3OOhOf/wBdZ1aV17o4z7mK9rKWUJGXC/KSxwcDB65/r6Y4phtNwRRlSDnb0C9hx6//AFulT5t875A7bvuup3Y9sHOenrj60xLZJG/4+mRj1Mqct2H6cc815q5m2hlFrP5gI2XpyA6owBznIz1x2HrTW08z+W3mbQGJ2gnqc4xkAcDFa0diikj7Ukue27aAfbv+tWreyKybln2nsF2t/MGto05dWFjMg0UhcKyk4GT5qk8H+laFrpzxy+ZHCgYHO4hSR27iti2glAxhGHvCrfyUVaVGXqkK/wC7C6/1rZRS2HZIox212TuEADY64AP6Cpkt58/PDu/D/wCvVzanVhER7FhU0TREdQfYSf4rTGU0Qx9LY474T/69Seb6wSD3MXSroCqeC4+hU/0FO3bctmcj2RT/AOzUAUvtQX+Ig/7mP6Un21AcGUAfU/4VYe5UfxSf8Cg/+uaqST7WJKs3vsb+W2iwCG9TqZGA+qjH51RmvFUuRdukak5KleF4Oe+e46VFd6iqr+7SVH5IzEdrezA44/LFZUmoG4diwiViOEC4+XIBJ59zg/T0qZuyEbc17AY95ZG5BIfy2AX8CMcVg3Gp/b3mhsI1byiyyTCJkVcdgT15GMn5cnvXP3lxcyXFusrvGwRmeOKONoV5xjK9x0yS2eegNW47cKsccTRJGD5qeYd4ALEng9O+Op4AHNKTVib3Jd0TyhbiUyuf+WR525yBwPq2D9DViIxb/wB1DEu4EcHoD1564x1J/wDr1Fc2kt1wJJDvwz5nIU9vmGMFTgDr26UlpYpbWRtjqrExYaSSBVcPkgZxtIU9cdvpWD1Rd+yLY2PEf3Tbsqc4BwOwz2yPz+lMvLQTL5bGFlOCSD5aIN3Un5j36AjPuMUF4YbgGIuNh+SdiMEdMn5cBuRwAemafLL9tRoXiby3UlokKlGznnONysATzkL9BRHR3BvuOdkDNMqbYmJkzvXJ7AfdBzgt6kde9VIQYLoCCURMycjG5lQLgYHTPQdRxS3UsawyPuiZSmGeMguSGAGCegyTxjk5POBVZoPt95c2EmI1dgxdixIIHy465PTr746Ct6ZJasdT+zb4DGqLE+AMMHbIyDy3TqPw6isXW9ZkdHECgbixTy92ThhhiOh54IGSOeec1bsyksBaWZysa7FDOrh36lzkDjAABAHHv0zrmOQ27n5hIzCQspyrkYw3HII3DgE/e9hnVbi6G150Saibcuwl+TaqpneBgg4PXr/9etSW/TyR55ZiyANI6bl46ZIA4wPeohbW9zYC32I0nmbyw2hnAON258DORz0FZC2drA2LW2kZlzvZCVl47DJCnn09ulYcquWacMYuneazuEJjcqdkoGPbseg7moxZzM0iyhfM5STySzNz0919cc9KzJpXtMSxRXO0gkubkBk6fwhcfgpNaMWr/bEEDWNuu04YytJGUyONzDk/THOfamoX1QJrqLb28dpsN/LIF/jJJ34AwBnGeTzyO1FOEFxqFsm21naHLFjA6l2IOB8rYODjO4nnAopqFt0CSGBY4RGoCrKxDyNnq3ODjrgA8DPck9qrXE829HzEOcYc7gG6ZY5A3dMfkPSpTORGywSXUfHylX5bPRjtPHpmp2lumDmUu23uzBh+ByCTn/6xrFDVjPmuiJWSdYsMNuDuHzAYyBzggc9/eqs1/bQB1jEW+RsKWJ3nPdeP0FX2t1kVkS+EUoU71ZzIAMZ5649e/vUI0pk5N4iyjABe3j5PQsCSN3tiqXL1E0YtjLeRfvHeMmRsAyFkB5wDkevpx9c1fU3SsmYvMJOHCb0IB5GAR6dxzx1qzLp+roztELdA4GIRIHx2II2ggdx+WO9WZLC8kIQKFbIJiedixPXpx39h2qpW3JsQx5JlPkTsCCA7xBAOOfmPbt0p8TPPFiJ9zbz8u3hM9CMng44/ComVoYQYklYL1jIJONuRgHnPWkS5l3vv2BgcqynBdR0z69eTk1luhcxaWctGFyGbOOOvvz9Kk2gSKm+TdhgVbIxj9PToay42mWZS4OFHJQ7shuT+lXfLuJEjaR0MrNtATAXcCBwc4A645/GptYmM+5JtuHYvEnzDjcQoLDqQpPPtz6fjTJXaIrFJbRgv8pSQhwM4weOP5GnxJIiwyt5qu+BlQUJUjA3E9c+o47Z71f0uAalepZyGXyxhvlkwCDxzjp1Jq4Lmkol8wy28SQ6K8DPAkqF2kbGMgdF9849fU4rnoLx9Vur+awiMcibJFJbDAMxB/wDZaseKLBjqLfZY5BDF8kas+4bR6EDFZ1lMdGmkRUUXDwN5yEY7qR/n3r01a2hm731LEOmXeoalGlwfNY/K3mNu7HioLix1G1vpPJuZEKnACMwAx+lXdO12Y6pERDEpGcHn0rIvNYuBfzMAud56E0a3DSxrNBfzaMJ7hpZZS+AQww31AApdBvJ7G8HmbkjP3mII2+/P+NNh8QFdIhSeLgvnjmqmo6vb3GnPEu4ByFOFwTznH5gUJsNDrUFsJJP9KRpScBVUKN/XHGcZwcDHX61diEbcsWx2wAf1Iri7W8kk0e12oqpb3ZdsdXYhcMT3I2ivQLVTeW0VxG0qpIu9cuB16j7wPX1rKcbamkWOjgicbvtJUehwv/oNXIbRAPkeHaf+mmP5kU2O2m/2mGe6hv8A2apvImP8LZ/65H+hrO5RaTTJGGfLjyfQpz+tTiwkUZ8ojHcKD+tUVtZl5MX/AI4w/oaCrpyVH5kf+y0rgX1tpSfljlJHfB/pQ9lcAFnhm2/7QbArKaVsk7sEHj5z+X3c49qaZndgPMII7Z/+tQBoPCUHETH/AIBn9MVRkeCPlxAmfXaCfzA/lUEjsOp4Pqev61RlWJjyluxPcoxz65w2aNANJJIZpMJJatk4Azjn65FYN74h0eCdoftUTMj7G+zCV1z7Mvyn0zk81kPqWm3t3LaRWkNwirlmYuFkA6/Lu5XO0H7uQTz60IPD8DyXI8uRlCApGR9xj0zjACA7sYJJGAQQCSOUVuS32LD+KLnUlltrS8a0SUFUhjGZWAP3t24k5HVVAPpmrVmHi37gCcszsSSwHGB6dMc4579KistI0yCNGksYkdhgfu/MZZCeN2cnAOQAuMYHB76Pl+WjCZ1mK5BCvtAIPrgk9eoIHPrxWFSopbCV+pm3NlNMjPLcRom3cEMSnoMAbgenXGc9+2BVlYBal5Ap3kbWyoZSPlIOMcgjJ5/u0k09plClrvkVE3hSfMjypwAucNgdeM9emKYk8Ekh23AdZEDECTdnAPOT+I+gqFzPcEieKMgj/SpMbmJ2qMDjvyOgGAffvSFoZsBhtVSWSHYFXdjG4lep59O/TjNRS3EkU2XUATMzsWYkcYH19PripV2M6ojQx+aceY6lsAMByB1wSR/+uod73H5jmWdJnO1S8kYBDKGIB4wD2PAII9qbEQ7zxvIweRXzCU+UtwDz3HH9OtMR2ckKAxULkFhgqOvp2HTNBtoon+SXZO8gVD5WSOegznIGc89wOMAVVwuPhn3JE0edjqgjKEgjG0demMY4PfPXJrOE0Ud1dNa4CMi/LxtXk52hjk8jkH1960kjWJ4dsYiVc5AAbaO2Bn07dOarXdsrrI893GBcZbPlcuVJ+QDPA5Pf8TnFb0ne4jBnuy1xiN9oC5RwQq429znOT34HP41NH5ohiiMkjIiEi3YBdmTkYI65Gfrzj0q29k8vkzTOrxsPLB4LSbBnK9e+ATnqaij08yQFrZf3Dy48s8YAyMlj14ySea2uFjRSS0toppJLtGJO5S7Z3MvG3nI5AIxznFQsTBNKrzTh0IADbmzlcjHAK8Hp79KjvF85irRL9nI8yYScbV7OCARgH1znI6drcRhaBJWTEoGA8LKi5C8gkDPJ7jkdfasZq6KZTea8lLwNcTWsafLLnqWx/CwbqcemeDWDrFt9hkiaS8AnXiOyM7SyAHuw5EY7nJ3HPA710uoXl46pLhmuB+7DRXW0lQACo2ltpwR0Ks3c44rIliZid9jbQ+XlkeTa+zB64IHOcc4OcCqhJR1uQy1p2t6pHZH53WQHJljwQCTznPAzz+lFVBBJcfNcXjyz9iCZNoHGBu6d+BgdaKPaRDmN62kSFsRqgLKP4VyOfy/HNSNIly+4XK7ySVZ2PH0Hf/PesSO4jaYqC525ZtvVOPy7/pV6yCzouXXZKzfM3QEDJzj5l5/ya57dRRncvHALeSiyCTIJVOSR1yf4vp6daoz3DW8YZlm27gArNwh/vBeoORxjH49KvyxFc/aOhwBs+bJGByepOMdeaV1CNuUlNwOVPPPtz0P6VPMky3LUxY7y6WHEUu1t2SFXCE9CCXI/MknPrUpuLuQKWgkETADY8YAJ6Ackbjx/nFaPlI6MgeVpMD95GnlYP4A/TnGfSqz6bbNK6OVbec4kkH4Fjk8enTHetG0Da6ECzCZwkhIYEg5Y5BHI7CpCj+bLjLqgZumAAQSSP1pJY1to0aTP7vjZjCjjA4x0z2qUMxmikkYbiMNk56ZFZX7Gd9SjIzwTxvGdmQpVlPTgirGUlaMFT8qAABuv58c5Hp14zWdcsFdFA2524wMnAXnP51bs1Zpv3iO8ZAU8AYBznrwDjHNVyt6kJNs0km+0Oyo6GQAMsjjsfYg9+P8ACm3Es9tbTXL4iCIQGEvDMeFwc56DP41ctbKZV+WJktVC/PIMgA9AGycc4PQVV1WGw1DSpXM6+dHLsUIABx1PA45zXRQjZ3N2mkczZaldR3sZYu6k8nqQPXFbOqPba/e3c9oEM1vbCNn6DYWGM89c/wBawYGOnvJdKEkSP5SrdVJ6c/Wn6TfS2mkajcLGu66mUEHPCpnHf1Y/lXa7PYyXZmro+iXD6lAfNRWJx90ntVDUdBmF9PiRSN56rU+ka5cDUoWGwHfzwTiquq6pd/2hcfOvEh7U3e4aWHXulXUOi27/ACsN3Y81kTQTFICImOWPb6CtqfWLgaLbhtpAbkbv6c1Tj1bdZTIYcshVwRj1x/Wkrj0N7wrYRsHgvJMCVSyIORkDuO/0rpvB2ri+S9gSQqsThlDbQSDkHr7qPzrzi21S4m1OFgSArYwO/wCNdf4Mhn03Xn88fJOrKQDySeR+oqZrR3HF9jvmSZ0yjx/9+o2/nQiXZGHskOOc7IwP50pmiwQ2RzxkKf8AP50jNbMR8pY+uxeK5zUlKtGwzaANjoEwfz3CkaXaOu0Acncy4/XmqzSWwYuQNw7iP+tVp7yNSqraCQHucjH/AHzmgC2zSFcpeO59pRlR75qp9oZPlmu5iOzA9R9BSrPaFgSY42HYSlcfng02fULGCymuJbqMQRqzMfNRiccYAGSSegxzQFzPv72C2hkuJtSPkoPmVVBJ9BgivPtc8XT3Mc1nbqiQkg7FiXcVH99gOfUr0+uKXUNTvfEd1tlnKQJJ8ibshFJAIB7tjPJ5PQelSWfhzZvee5i8lofJaIOc7Ou7djg7hnoe4puUIfEZyk3sZugxyvqEVzMkkgcjkHaqAkgkk9eR29Otdpbo4ZeWDK4YK64zg4HX2zj6jrTLextmWWR8OAoRkjQjCA5VfQAf1pZXuYJdphZCYS7F+CwOQQvPsTnnAAwBya5qlTndwSsi8W/dIvlRLGpZhKAQWz/MAk9uDmoYCrxsqISPNAOVLYAOS/TnOMg05GBYqO3RQAFbv75//V60xZMDarqQ2fTGcdvfms2UQiKGVh58bicREKgzzIWJO7uT6dO3fFDQwWvkzBiwmOcJH6lhknnPC46dz60kVw7QOscTRPIpkaF9/wC8K8YzznnnqeG5/hJpprEdzGJbtpGQEFNuJAcsVHTJAJPtzkdeujjILFlykasHcxxqQ675PLyhPGPlIwOfmHXpiriTQQ2y3A2pA8ZYKylhJnoSoxhcEcdeRznBqqk6QyJbrNHcyln8kfebjgpt9uoyeWzwAQKwpr+TULl5oPM8iYmKSchE3tg4JIySM9iAAvpQqaHZIkl1mF1d8TRoix/6xciPPCqezZxn3GTWrpeoyNZ5aMlySpAVeDxkYLYHpwM49jVaPTY7yEL5scQDgxyoMfIFcDBwwfGS2fX0GBUrvHZiArOCGbLStGYopMHkp15JzwPX3qpNW91B5otXTyxR3KBZRIF28A7VIySCF68Zxj04rmDZt/arXSTrtaAhZRGQCF4C4XOOBnONv8637hZ7eCMBJpvM3F5Uhwm1WwBk5xuO4AgjsB1zVW8MihZpIFWaJWMhERCs2ATxknIODxx3PetKWiJaH21/Hb2MkrPG8bSAopVgDzlQVxnOT3PA/KoJvNvYBcQ2sVujERzxRncGzwrZI9iOPx56JIPO1FY45Le7RJWFwYP3mcqw689eOckjHHHNMmtHinkaMS/ZpHDBVDfKADjJ9Qc8ZyOK02AsXczW3llnZbZ4AI3QZZNrhgSSMBsE8fKcN19Z9NuftEDSyosRDtH5an5Iz1474+YHnsR6ZqGSNvs8vkzLLHNAxgEZwgYjcAwLnBHJzjn5uvFJZyREARQSRsEUNE+Rng9GPPQe/buMVnNe6Uy9J5JkZJQJCDjZuRSO7AAnJz+NRi3typd4TGjHEW5RjGO3zA46/j7Ux1VpEdi2+PLlWYlRk8fzxx/WrCZYHMsXlyMSmVBcn0AU5xgjPUcDngVhytiRWFtbqcxv5bt8vygsQf7qk7scDJ478E80VNkzFY4oVhAGPOkkd2x1wdjDAz23HtRWiXmBgmJ4NIhuwxBuVfdx/dEan8Ac1o6AksnlqgbfjB2jJOSCafe27RWumWhMsLRxNwIg5JfEhyCu3A3DPT+oltLJfsvkyxqdzBVY9Ax6ZHXHOO/XrmicSFT94lmkVpWV9okQEEN6dsgdOlN3ABjx1xzxk9c56GoJY/OiS6kD28hU4hfDbWJ+ZfQdyB/tCpgoieKFiGEqg7gB8oPA+Vsn+dYOFtglHqNnk8okqQSBuGO2P/r5qTezOMBRlvlYrnr/AF9vYdKpMWJMgUBiB9wEAk7SeDz609UNyqhE3FgwwrYOeOMHHr1z/LlJdyFuWbkYWWON2LzDywU25B4IBBOeeOeB6E55qRW9xNGN+RI4OEUg7D3OAPlwR6np2qSS0FvGrl7WKNxgBXzn0Udhj05J56CrSWTwwIl9OYEJGwbcvJ0xhR2Ge4wM1pFXNFG71KcelyrkzLA5Kj5ZWODg/wCz2yBwTV+ztYLZ1lfazqDsLbcg/wC1nqfT0qyh0yEyAvJGzckmJiXP5AH+VRyS2TnPyljn/lgVIH4rWqg+paSRo2M/2DJhVUYA9RuDj/bxjcPrk+9cVrVyo06GFdyoXLHB59ee/et8wWPlSNAIFkCNsI2A7sHGO/XFUdXvLGZreGWGFWSP5jIVBz3O3nHfjk10U9CZanIWhQSTFDI6mNg65GGB7GugTQyvh8eXMDlwBheaq21oLjw7rl+sKCPzI4rYlQCF3fPt+q7fzpIdSuYtAIJJ/edcVq3fYhK25f0nRJRqECNPGrs2PujjP41LrHh8jUZ1Mzbg2DlQv6Vk6ZqU/wDaMLebn5ucrwKk1DV7yPUpR5pKbuwz29arW4aWLmoaA8OiWziThj3GM4/CqGlaJPczTwrtJe3fAzySBuH/AKDWhd3M914ahljk3bXAYYH8qz9Fv7uLU4xuUAhlLAdOKVnqGhQs2tbO5Vi+9Tgkjn5Tzx6cd67a31uBdcgvHI8lAX2xsBg7SBgHrjOce1M1T4fC8sBqmkSt9onRJzaHG07l3MEOM5yeAeO2elYml2lubfNzIVkt2xtK/eB7dM8HjFTzJjSaPYJEuIxwJwO3QfyNVjLc4yYlPsUyao6dIl9YwXCQwCSRdxiChSh7/wAQ496stasxwseOOnmSDOPo1c5qQtczMSv2VMjsFFRNJIM5syuO5tyVHvx/jTmhUfuxcIGxny1uZMgfTNQhlWR0S4mVl5IE7/8A1+9AFG81SCxgkubqM+WqgGKMMCScYwTgevt9a841rVLjW9YLxRnqY40DZCD+6pP05PqTXQ+JdZF3fNZeY7iGba3nr5kTMG6MAAdvJ6A9TwBk1jpp8FvdARROHJzjqIxuJCjjJyMegHv0Di+XczlqadmlraqrLbohKsxBAwQDkDnvg5A/UVeWa4yMiPbsJEecMMc9COfTqajSd7eICFVcEkBWOF9f8+mKvywRNpFhKxMDXDTb1DPwyyYXnnAAxyePwrjleV2xW0IbbVPO1CeNY1RIxtlLoAQxOMD65yT/ACp1tO1nfyztGpVxtLTKNhGDycn5sAgHj0Hrl8LKwSRXnkAGCARjIz7E5JA49R+FI+1HbCOEGMYGF454HXGc5Pt6UJ2RSvYW3my8ZcqwMfAVuCOeMjqDj3qTKwxwmaJjcD5sSQ7Qw9WBHGcZz69s81Bdo9syTRxH5kJV1BwcDkrx0yR+eKLaWKC08kxSKXKuuw8Kx3bgTg5wR+ue9UMdHDdSxi2iAW2CkBIsFi5JI245JwTz7n14lKyR3PmMxkwRsZjjapHIXaRgdPlHT25pr5ngd7eRFlc5UMobcD1BVvUcde5qw67ilw3lERkSE5GdwI5Izk55z/jxUyk7XBlQQjdPu8tZcgnywR0yRg+3bn0PvT1iE9yrIW85+wcEHv8Ad4xuPJ24znoO1y7kjbKt5UksZ3OY++TtAyOVx/ntVCyeaG6fy/lLjb8yE/Jj+Q/Pikm76sezLhXyY1ma0JGA4jXlcdBt68kjHUE4FZskl1PLK0k1y1wp3SSPDhSuPlILZ9fu9cfjV6G4EMZitwqLjG5gxLAYPHHynjOPUdfWK1mY27leV3bm2oVA6gdOcZ79+/s02gKbWotrwXhhleJYRBGw5fjaHO0845bkDucdKrXZ3XMFyIltyke53ESgx5zxuwRubP1OCO9W5Yrd71tgkfeBISZTiHac4GAMcZ5z6ZxVCe6hS7ETQRvIH3bCxJ+7tByMjcQpOMd+SMiuqF2hMfDqJK4ZpWm2kRhmKhgOOnU4746YNPnvGlEKN5cjeYB5cZD5B4B3dRzwDxjJHOaoiYxvKrwBGRgqbMlQmCCScYGeRt9sGtiykt2jikiBLhw5IVT3JxkLwPz+nFN6CQ544pbcKHGxCA7ZC4OOpYk5/kOaW5MTzqrkEbN5GN2SuRyQfXP6VFJbEsJkQ/L/ABFuFU/e4BwSAR7fTNZNveO1zHcsrqyxJGqNznKjj0Oep7/nULW5aZpySAbJE83JUjYBuPJzn7uOMnH17UhmQwsGmUMyHLbtzZ98/ievGPeoLgXMuFgaOIgj/XIzIST3GfbI5+tTMEQ7FmlYsCHYoNp5Byx/Adc1m3yi2FM0ISFJZlkjIOGR/kb/AGjtOCenXJGaKrzJGgYyzCYk+YsYwFPYHpjp7UVGvRgk3salyb3Cq3ksPLXYluhYAbQARgc9B1Hp0714b+7sgsUheRMFHKQ740ORw23jJHv1FIbqRnCWBS8R3dXV5QI0cAkJuB7gf3cHFLA9yjqDGTKrlHEZDiNxyVY8DGDjcTnKkYOKp8z1B7hJfLcXW22Rgqxs7kgy4bPQg/dA2t+nPcRTfZrhA8sqKBtPmRkL7jO7kDoeDU73N0yBmmjZf4oiRJls4A5J+gAA6Yp7WyXLlsOhZiB5QyXBGRjIzjOcjr+FKTG1czJtiKzvlxhsAAsQQOeRnpgc+9Nt7hHZY9zEBmAwcdQM1MLO0dT5bsWZcKyMFc856Y459R+Jp9nZW8bAbpARnJlxjsOTgcD2HanyGfLdlmC8MCicHD7v4SMjDDPIHp2GOfpWzBYpc2KvcarJaXQYliYkcn03bxyc5bjHJ74rK3Rw7UjVFnUYjLtv2DH1A65479e9THVZXkIe4sZG/wBq3Ur+GDitKcLalJWLonuIdscXiNimduTp6nB/BlpyrdLnfqolOerWrKPy801WjvnDM5u7EMf4RGBx067v1z+lINWZ0ZoZbYoBsDJtXHv9/n/PattRlsNdlmLXFqMnkvDJke/364e60u6k1T7HLqUcknmiNcxZU553c9sc4HTmu5gv2gLfNaMSeXMsan9JfTHvTnv4pLyO7d7Xz0jaNZBL8wQ9V+/yPY59qLtBoytdxB/Dj6d5dkyrAEDRuQ7kc5+pPJGe9cnJpVudDV1crmTuciu8XVmXaqvbg9QHkAH86831TVW+2X8Ku6pJcNMjqePmOeR+PBqoXbFI0NH0WNtRgPmjYT1LDinalo1suoTgznbu+UhqztGubpb6MiQtGTzhM/iODzUuo3NwL6bFzIylv7mM/hW1tTPSxfm0yG20FWjuCpdum4EHn61X0vT0knd/NLt5Z8tFxlmPAAx7mmXUivoEJa7CYbkMyj8hnJ/AVteArXcJNREc02xvLTJ284zn9eBxUyukylqzvYlFvHHDvlCRoEADIcgAAYy3tWRqeiaTfSSytaubiU5aaIqjsfVsNg/iK2DdydXssnHUkf41Xku4AcNYqQe545/Ouc0M/T7UaXaC2tY7mRSdzvKA24+uOg+g/nUklxNJu+VsY4GzkVbS6CfLHZOpPo/B/wDH8VWuLxA7mSzlY5GckH65O8U7gV1QoTmW5T2iRvTsNvNMkkg8syJcagCh3B5bbI9Dk7OuM++KilurSWPAtZVGeoZf6S1DOLV7OQLb3DNscKRPjBKnr+8/Qj/CkxHJ2+n74BKSzCVzIjGPaCcnpzyO2cDr6DNbEUAkiUbVVWO4YHy4Pfr+HNQ2MztEmwh0A+VBg5PBH0GO38q1Yp4I7lVWEYUndz0XquPzxXPOUncmxXjt2KyxLaiRQrbCV/TPT/Z9easNLFIEtI1jJt97rs6HKrkAnr90fjzmiaUNIwGB852qeOnGR7Yqk8W3f5SfxMWHOAxHPH4D6VhzPYV7Fq6ZIpRlZUbbw+f3fXd93HI4OPxqr5xF2/lLGxRFZsk9CD8xHcYJxz9feQbwhCzCQHhyHwuCMHjOOvTr1GKiCkld4by5FRdwbHllcHC47HHP0Hvm+Yq5DdKiNsjJRmkBEYVpCcdRgDsCOf8AZq4zhoi+8SKqfKzRj5gQoJ4PJHXPXgYqAXfkFuFyRkbhuycHgjvxnipJJnmaRVUje20Jv6qSfbk/4D604voCaIFZg7KrO7hTxuyDgnOTjk8fzqy7SDzvNKll+7h+noT6+nX+XECI5B8yN13nGShBPXH86toxlT5skj958vXaP4vQAe/qaGMqXTyRMII/NONzALEcKoHAA7jtnn8aVkmZFkZnBZmBdjhSB14xwANo/H6VpmJHkP7wyfP97eRgjuOVHGT6/rVZ5UZ5IfsoR23K252HP4YHBA5wcZoVg0IxLuBWMoqvuIZCQJB2yuAOPSpLi1Yp5qRoqEKZFU5VcqD36KRnA5I6c93yKEh2sEcxDBZfm2rgEFW6gcjjJHpTkuYrdiZ45UgbhxEo3EHIJPq2Rn1yB2FC10YjJvDFHEFuZVZY2DpvkwHPG1ME9xxjGOOelYX2Jbm6hfzXkmReAzb9yYHr/vdQSPlJ71t6lCHa4S4uCpVUB2pu3DkhwOuDgdsfd6c4gjjXU4Le1s9kMYXzJscOQcDbz16nA6HntXXT0iJohSdZJEmsiWVomSJ8eUpKgkqzAHJJJ4K8H86sidmglljjkNxt3lQxVgCOFHQgEDn/ACaq3UEkzmAGMRqqMR5QKyddpB7YOffHGagsZbqF5rdym4T+SflHIHse/PXPGMfRgjdt0inlE2x9yb1VVbAYjkqTg8/e5x61UvbMyoqzAAY3soXCkgcAc49enPA4qZLQm1j3SOR9zaEB42kHnPoetQtbTRzJj7P5Tvn5S2ASAoHI9hjHXHauZvXQroWCbdECu0oL5JeJG65yR/48OB/Qin/ZU++wZiBghuo45J75xgYHv6VLZIVAtmDsAwBL8Kr9OWJBHPHqTjAyKZHd4aU+bHHsBkKqMj3xg+mecY68VF77hfuVLmKY2zqIwEZurR7SoyM+/X19aKtGW4aJ5FLtjhO+wZHy+5yep549KKpBoY7wajcXETCZ7gRnzI3tLRDwTj5lxk9c45XP0pI5dRhaRC/nmSRllZ7PezNkncxwDyMjB75A7VqM8ilcx79/3TKpbevHBbHqPrx3FOhZY0DtHMV8zhhOwUgcbcHOBkdPbrzVqppZkmWkepQzzwecEum6o8fl84OCu0rjIHGQcdCKhe6nsbryZ4YBDLGJF8rK+YyjkZ/vZPfp75rpb5rq8VpriVklCY2SKFCjOQgUDg+5545xVLc6wtueNyybhG4DDnPTPcg85J6e9JVdfINijBcSyrHM8StJJho1kuMs3HP3VweD29Bz6y2kzJK0MccDybiT5cvCgHgbiMDHsPU9qWWaKLcWaJG6PJcEHB7nLdD07456dBVX7dYMuySW2dck83MGM9+slXD3npsCdzUS2vHzIi2yZBVh57Nj3PyCn/Yb6OJgQ+7HUEhSf++M/rVG1utKVsyPDvAyNtxan8eZf6Vqxy2cpGyI8Dgqtuf/AEGQZP1rZqxSIUgvwmwF1THCmdmz7FTgY9+v4VLDa3HmAPyehcxYH/jrHj8PWtBJ7RlU+RIw9SkHP5OaUeW0pKWbbAevlw5+vXj86QyMMts4XzDvPHHmf0GKkG5Tn5ic9SSc/pVpZrdcobfbIR90WyE4HfhuKXapkX9wAp5H+ixgn/x6kMqSI753KjL15jyR+Y/pXmepTWj3DGCWaP5mJ8+HbwTkDqcAe/PNew7EDKRphJzwTFFx+O7mvLtW064064ktriWXcvUeUnQ8g5X1BzV03qRPY526khIVVkR2xzjpmoY7TEY/dpgjP3QKb9lYXCIejMAD681sSwuWJZFAzgA810bGW5FaWagDao56kDHFej+FLaIaRl7ZJCXyCVB4ya4CFRuHlqqgdWHWvUvDdpLb6LBtt0YMBjepOccHkOP4t3UVlUehpAvKIVX5LVVOOSAAajdI/wDn3YfRhz+uaujYY9zWsY9WB4xj/f8A8imM9qiliirnpmIcf+P81iWZjJEeqMMerU1nlMrPGMt2OAcfi2anaW3kzmR+RxsTA/AbgP1qjIsaT7jcCSPIyrpnPTPc+9MY+SG5uDy67uhKMoA/Ff5ioJdPn8pv3rNIy4UNKR2x1J9+tNkuSM7ZwqnrtjGfyzVS51KSC0mmkuX3xxsylGX5cL1AFAjL0+NrcDySGVwDgjhmHQ8ZwO38qtmSQAZjRSV/1gbcMZAODgHv09R6GsnTZpZo5NzKrIoyqoiLnoQeg6E989a1lnhjmKrA208OzDk5weew5ViABXNUVnqZite7F8mYxI2796Cxxg8rjgnpjn1IHepoxDAnmRyPkt8wyB06YIHr39qrXUOx38u3MisSoKr8xUZ7deMdfX602Ek3AiiRfKEYLgyFwcHAxx6duOvXNQ11QFtITbDbI2WIwW4wT1B4PqKX5nC+WqFlG4hhnaO+Pw/LNLNs8/guzB/vO5J5ODnPvgVHHNsRwc5I2kZxk5JGfyqd2MnltHhWZmKlySqYJIHTg9uDkZ71DJmNkRXCsSM5XbjI5APc8Ul1dWxv7jy7ryoiCA6KWB28bmPYEentxxVG9u99jKY0PmSJncXZWdeCNoJHHqSQP9mqhB31BJXJbKcKc5xxksBjkkY6fSrVzcb7DaJpRCFGQVxuYfTqe/PTtWbYwuYhFIzgyqf3YT5wD8u7jGOp5bjnvVeyjka3UC6t3nRilw3nFwzA/eGM8svQcYzz0q+Xd9hmpGSrCNJ5cL93gqpPX1zn9fyFXYTALf8AfTShEOYz5gYFjk98Z6DjJ9sCqQgjhaNW3GThWR23Zxg8+nQ9e1XWu4lyUKblOYm8wAplfvnccDOMY7ADgEAgSuUguI7hZRuRQoYsAhGWBPA29cj0IH494EkZpt0caqiplyMYOR0GPck/5NMkmlW2lRVEqEeZIvmbzuUD5xg9CCRn0ODz0ZFcGK8uEiuGBQglSoy+AAc8+oO3ggfXFOSsD0FI1A3gjiuXWWIIqwxEkPhcn5cYwO+R0AA9qAv1MxikhgiSPA3KgiOeQMtnjpnOOcN6VNO5ykwXbISACuEzlgApJHThenv7U5Ik+wNFewvJC7sSueGAOckjkN159uRzVKSSuyGzAubsNdzC3ulliQF8xFggZTk8NkkZwB1456ZqPTrqWCW9UMZztLuTy2/IHpx2H5VqTW2jW+mvqFjdlFdlCrIoYe/JXOOTnv8Aga52yhS4kSM72ZnfbKM8jGensATnHf2rpVmhbHTafbfa7aG5jnVEkxGZGDhiyjBzxgnjseK0EtYY5HDXUjyEYY48sE9yOcgZHODjg1mWQijsmdLS68rcRHcQDdg7s4VCcnHc5FOkDyXcLG7BCYUFgY9hzkEgk+px/PtXPKOrY7WNWaNYYtxdZSuVIdlXb34UnA49fSql557O8siszqu13ToepDdMEdfxHoRUyfalckiNioC7kKygYHBIHP4Y7mooJTEx84SR5BWTcoXnOWPGD1XP+TUWQ9HoRxxEAr5saAqjJKV3AZA5J54K49egopL2RI4wZWBhGI5iflKSAYGevBABHrzz8pAKbVhOSQ4Xc1w00SCbe3yuryAoh6jBwNpIJx9PWhLdzE+VOJlbzFH8JGQTv6evJA5PtS+Xh5GMJ82P5VV+GPsCODnj9MEVajjglAa6WVfMXG1lVmUZwDgtwBn61l8iUm2RiJukjIjsd2CwOT7+h/X6doC5aQRQq2GAIdRweTn+VXbe1iuSz3Ukh2lsiJtoYZ4565OM8dKksrmC3Z431e1WcsePtUauozwvXjA7DFOMHIfLzblP7BeCFJDLAGl+Zt1uk3fjOWHb+tPhsbvnbd2iH+I/2dGv/s9aFxqGh3p/0q7s1AGG8u/RMn1wrjuaiMnhpUCrfwgD11dyB9P3tdcVZWsXZLYrraSAgNPaSsDkMLBPl+mHq1HFOMA3MKkdMWIwfw3/ANKao0FyW/tG0Rc/xalJj2GfMqRYtEILfbbR0z1W9dh9c7/50wJEW5w3+lRqD2WzAz+b/wBanEE6hf8AS1JI/hssfyaqsc2j79rXVr643yHH/j1S7tDO7bLbsx6MBKf0zQMnjtbuVin21io7fYun45/nUv2CUD5tRjIJ72pYn9eKrJDomDvhjkyO0Mxx+hqeOHQxkraOc5OBZzHH47PT3oAtCxuZFyLpWU4x/wAS/J/nXG+K7Q2+qLLI0jSyRLtJj2LgcEbcHHP4HPWuxA0nnFg/J4H2GXP/AKBXK+LoYFuo5IopbdGi2lTalRxk8g7eDng89KcdxPY4aW2kMyDcdu8fNnpkitaWMTzuFYbdxyQaz7i6iidHVGyjKxJUYOGB7E9q0pcJK2DvyenXPpWzMh9rAslzBbQpjzZVQv8AUgH9M16XZSSx6dbMJNqFAyqIEIAPzAZIz0NeeaWA140gQs0UMj9OhK7FH/fTrXo5uRCioLRsJhc7Ilxgez1nUNIkL3Lk/O5PH8cMX/xNSRrI4DEu270jiP6YobUgP+WOCQBnKA/o9QvqUuxwqgjG5szLx7nBNZlErwRlW3C5PHBWCP8ALpWTPBMrYQyvngExKP6VbN3NKjeZFwRnmY4/RapyyoVXJ3+p84kcn/d/CgClKtyuVZ5EHoVUf+y1BdQCK2YXdyscMoaM+ZNGgbIORnFWvtKqSAVVvXzj/wDE5rL16Rm02KHylLTS5V0fJUr7Ec5DEdR0piZXshaboA8gmEkfzKyuHj4ywO09Rz+XqavXiWSiBxJJJIpGNnClTjOcggDj1zzz75NnbzTSIY7O43W65MqoCgUdSTkEYz05JI/CtU2UiWzmWVPl3K8DwttB6bkbpnOCCB35x0rnno9yGXre7Ea+SVdsfKi+UpAAwo6ZwTnP4ZNQXl1eTviRYjEPuPJDnd6c/wAP09zwMVAzLLGkv7sSqNihF2hgM8EZP3cbcnr+GKq3WoSK6iGRUO/afMXc5kHRdpGAwB6kmoSvLQLl2WY4ZUQvyQGA6sADjPX8R3+hpmwXKF4riJVZgjsEZ8ZHGRt65PAGcnAqmLDULi0G2F4iGZCtzIVC5HPBIGCTnGM885GKxPK1F7V4V8sQCX54gy7WPbIyRnBP4446VrGEejC50LRR3uyAWV+8bblcyxvEGK9RgkYAwQecnmrP2a3iimjSIQyonO5PM2js2M5b/ZGevsM0zRr63eyzHLJsXhspHIfl4xuXG8424OB2+geswuv3ZRzON6q07KWLgjG3nA3Dt26D3ycnzW6ISZUltdge2geY2pXJVkxIz8jMjMRuP4bR0Xjkvhs0ij2QwyOAnybgvXBA4LYHIPXnvxTjC96YEtklcSfNlVyFXueeoHHHv2q5Ndw2iGMkeZtG8csoB+XA4+h/LB71XM2yktSbyGJVk8xpCdqkADBxyQR2wB9OT1qGSGJN8d1cxnOZFXbvwRycAnC8Dn1olnkWRFSVHYKoQPGQMngHjBwf7xHNMlhj/svdPMHmmn8xCkeYmCgqG+Ycjcz465ZRngEEgk3qyivdyx29ivlQTrJhnXzZDKWRATxt4Cn3GSQOD1pjyE3pXcGcBo5Wzgq0YVGHb5fvfiTVfe0cSSsCY1fLouS0oLksMnqcAnJ6YqSCeK6WSYOrEXMpRlXI3F2OAeqnGO2ehz1rWWsbibuWlRcQ70jYqyKwXn/a9M9c4/Oqlvcl4LibeoMJb7jEk5yQMAdeevSrZkBKbmBAZTu6lsAgHPcf/XrG1K5NjYots7TCeUqheMBtmOMjPP8AgRWME5aEvQyrjaYxAsh8tv4j0IPTPt1OKv6ahs4QpjV8QPvVwNwJ+Qqp64ORWepjkfc1uzIDwqAKSq9v61oRpItsxt280/KrIzgEDr6jB4/SumT0sNNGlbwFLKJUjRVznesO4DHPKg7gf9oE9uPRVDRyZCxNDglNswlUg85PIYHGDn3ORT4bXzNNaFI41YOOowqsD1yP1x+HNULi8fSpSLGNZWJLCUvu2HdyNoPA7jkt3+XIrNe+mgsupotbQBmlmmRGlA5kUcEg5289Dn+IjBzirUB8uDyCk06YIeZ1Vy57bsZDdOuc+56Vi6dcQ3+oWxCvumbyyjRBHyeNwY8uu45K5Jwfqajae7F9MVQJkNsEa5yQOcjv0689KfK0F10N+W6mtp5I7doYmbKugjXPB6NjGeg/TjjgqAym4aKa7g82NkXDGUQyE7QGAfocMDnOevB9Sp95bA2C3ZHyrGokdtgVQR5hOO/ftU8lzcWx3Sxgq4yA4Xk9O3IP+B96ZcIERbiVFI4xjg5PYnqevv8AhVeWaN7pYpAW/ikKI7Zx14UE9QPwrBK8rIlkw1vT7Kd1uLmMYAVlbcSOMdAP1qZfE2gsq+W9ufpauSfxCc06O/VWwGvR34tJuPplaka+kIwI9UOfl+W1mOR7fLXXCKirWNFoMj8S6WswxJHKg5Ci1c5z7rFn+tWotetGbKmVEOWKi0lyAMnjcv1x69hUUc0o+9Za0+egNk4B/MjNN+0OpIbT9TznAVkjB/WTNVZBcsyaysbBUTUs9crYTgD/AIEo5/Kp4dXlZCVTV3zzk2E5x7ZIHt61QVpmyV02+Y+mYV/H/W1IGu0x/wAS2VeODLcQ9foHPNFkO7Lx1eYAME1hyB/z6MPr1df5VW/te8kDH7BrLYHG9UXPPvNTx5ohDrp8aseCWuEJ/PaaeJbsKN0MQXqAJm/pHSsFx0ep3jKwGmX7Dqd09uv85qVLiaQsTpNzkH+O8tv5eYadALibad1qof7paVzn6HyxUwtp1IXzIGLfdEaSPn+VAEavcyNhdHODwSdRhB/QGuH8RXseoaqPNMQbCoYUBPlOPlZSvQHIJzjJBBr0KysL2aZxL9lhjH3SFkdj7Y3AfrXnPim5a18T37syvscQw7E27lVQpY8k9dw6nP4VUNyZbGDfrKsqQ4TJIVcIBk7s8/y+grULr9whGn/uqcVlTSSahG5SHPkr5sh6hVyF5/FgPXJq39rmGEZ+PuE4yPQru3Z/Wtuhn1Ot8NWEzb5gYQm5QWkDEMVYMRhSD1C98cV0r295J8v2uxC9M/ZnJ/8AHphVPwtBcahoe/KRCORlJgYgDGCOHBGT83Tj6HmtwrZhVWdI48fKQ1yxz+eAOfr9e9Yyvc1WxktaTtwuoYGMkixyB+PmEVGsEydb12A67Y0QH6dT+Oa1mksVAx9hkX3uS36ZzUPnWiygBbXGeVEbNn26ZpDKc0rn5je7No27FSJP5oT+Oao3DSyHm7bHc4XAH02c1svJ5gPkiJSe0UBH55A5qlJPbNGA91cbsfcSNUB+h3A4/CkBn2yxPkzPdMOmVYp+RwKr6vpqzfZlR5jGMlgXbCn1y+7BwcZHb3qxLKiliDJtHIBnCseeQPlbn8fWmebYKWSJHjEi7dz/ADshPJIbjvz07UO/QQsdjZiDyFgmx1BaLarHoQ20jcSMHIUdKjijtrS8mngWJImA2iIlivPJYnnnjuenFYwe6tBcpJewRI3M0ic71znJXjqM8HscfW680MMrl2aaNzu3yYQHAwApIzjBznr/ACrmcWm0+pCH6ggmk+1GSSdyvzAyfvFXnB5GCevABGKp2i3MV8xsxLFFKgZ90mFJ77hwCevUHt6YqzOYWgYrbmNgAWAY5xtxgn1yTyT/AEqCYT2tzLGQrqyD5tyrx325PH8+eQKNdkiXe5pRtDGqFLdI0lRiHVEDTgEgkEAZGc8lRz2zWddyQ6hGhgt5bcOxYh5Vw+AcYwOOh9foMVSEksuoLct5XmsP3sSP5mxeOpyexA69+BitKKQGRYoX8rcwxsQNg5yMdhnbQ48rFbXUum4NxEbaQeQrIB+9k3HGOMZG4nBHY/4Z9rY/YZ/Nkl3LGGZlk6OQM/Mx4UZx1B69xTgGN3scIpyAVbpkHJ6cHGDgeo9sVPKsZjkjaQ7XVgVA3L6FTkeu71z24oirI0S0Kt3qly9oka4t1gDL8gQALx7Y6cHOfyNUbG0vp9Uead2gV0L795CryCAvPLDBJPbp1raeOKS0FyU3uysMsoIQDaRg7SRkZGM9vpSRrcTX8skZY78yCQDPzNt5wBnGRnPuau/LHQGitNLArSysmI3l2PLsYb2Y7ggPXvk+gOerCori/d/MjkmXaqmRZPLWPZk7QU5wQCfugdB7Zq3qUVwAixsrFRsjYt1AI3OeCAS2T9NuelY1rok95qMe8AIhLEYKsyr8xVfU7R+RBzRCzd7hfXQt4Ely9grLMLa1dR84GX+WUsffGBkccd+af5Fvb+bIkojfYNsO1Rhc9WIz83JwPc5HNWxBLZ3T3DXufMfexRfmDliSCf7oycD6+1NfzkupRc2+djPGsoc4I4PBH3T0789euMPnUth6NEELbEBye7HnqBnI/T+VZ88D/YbaRLd1hjgaQ5jPyA7evbHPP07VoygG4jQsAj5BKv8Awk+v0/xqlqtmwfeLdbnHT55FZ0zwRz83JHT8eRwqfxElG3gKwid5UTJIG5Cn+fp+vNbKPNPbIH/0eWM/uYiDH9WwxPJweTnP5VWxuYRJbKJTGFQySY28ZGMg8574xn6CtNbaOV5mkSSEyS7t6ykZ3Nhjhlx944+Y8ngVTLQ2O8kCkkBLkrhYniyFORyoPI47jP8AKqVxYbAWeEXSMnz+b8gGGJyzEjb9c+vfNbEDLbbkufUbWdSivknA2+ue2COc0t1GLiCNX/evE6BXVx5kZ45X0IOOOPbNStHcbVzm4oYRaiAzSTGNt6NbqSY8hjw+eoyeVzx9a2Jzc38wvI43McyechB3SqWGHCqSMfNuGWwoxn0zNNqV5Z5mbVbp/wB5zHJqKoI+MlCR1I64wfrUdxqM8sh/fNcsY/MkDXZOABuyMKOcZPXgA9BxWjRHKkSZmbTlSKLLQsT5pxNJ82MnIHXIx8q45orAl0+W4O+CSSJ3ydoZnBORk5Ynj3HeiqSjbcZus6XKRqRuICkEDIGe49fxotL3S9LuHW5mkjlKKCIY8tgknnkYOSD+HvVKVwFjZjhcBcD5jgjJyAfQkYPqavQXaw2kQnvE3EHADkhTn7uAD06H6GsKUXe7Ije5e/4STSw/l+TrMmeyW4x/6F/XNCa1puWMej61LnnmJR+mD/OoY5fMPyO0iH0hmdf/AEDFTKsmwkW18+TysNq5/wDQgB+tdHyNBDqhYEQ6Bq2wnoREo/MkVHFfX8YfZoU8ZY4YC/t1BGeM5Jx+FWSsxyF029wByG2R9PUtJ/WoTHeyL8ljlT0Ml3Cv6KWzRcBV1O88w50aIE/89NVQ/oqYqSO8vY5C0NpZocHcRfScj8IvX1Jp/wBlv1jBMNuxPZrw8/UCIipDBcAAgWynvh2f8cBF/nRcBw1O/DBDBpqEDGQ8zk/ov60RyXqjzvPslI4BSCRuv1l6/hUZsbhjjzrUKP4Rauf18z+lSLYzK433mwKMFEt0X+e7NFxlyC91OZTnUrfKqNoNiAfwJZs0suoagkrH+1LllCkAC2hXBz0zsb+dNitlDki+uQOwVYRn8ojUkmn+YMmXUJV6Y85xj8guPwpXCw5bm+nTJ1O82D/lmJY1PtwIx/OvPdU8O6ZBO8tzrV7vZiSBZo2Px312s2nnaVaCUKP+etxI382NZN5pGmuSH+yoc/xS8/8AjxpqVmJxuc22m2Nr4Z1EWl7PcGYxP++Xy/uP2UHk8nrn2rGgtw8RAYhgOAOM+1dXc6dpskJt0nsY1PdChOfqKz7bw1YLKHbULqVR1EUb8/iFq1PuQ49jQ8Mzi2jW0kgWby1bLeVvxnGB0PPfHWuxRXcB/wB764hgZdp/74qjaXa28KRQx3YjAwoS2YY9uQKka6DnAtr1gTn5ti4/N/6VDd2aLQsMsu3B+0kZ6ABT+p/pVeVmRkWUAO5+QSOoLH0HzZ/IU1psDiyf/ee4H8gDUTSvhg0UIzxzMx/PC0gJMIHIlePGeSGY+/YVTmaEM21hnPQITmpGZjkgW3PJ+SRv/ZxUBjcHd+7IA+6IcZ/Ek0AV5ME/KrckcD/630qpJuD4CqeenPNWWjmbJ+bAwOEjX/2WmSWN02RslbJxhp8f1FO4mVWD/akkkUFXGYlAVBuAOcjvjBbJU59eKs5xHH+8ie2z80TrkLyeueo9+vI5qOWzmtIz/o6Rue6yh2x6H5ufzH4Ulk+bd3tZY3MjMGDlvm/HBA5OMdeOT0rKcepLHSq1uPNCsm4AhEIf24JxnqOTyf5tKW00iI1qo+ZsuJF46ZbbkZ7/AIdjTl84I0Uc6rJ0iLfN8hBwcd+wx34PrVKS5SKcpM0j3AXaSUJA7ccYJGe3HvxUpXFdGiWh/dxJGsWQc7WC7lPyg7RzxkfQD8abp2nu2+eKULldrZ6DPJBx1Izn2IB7VSkd7V5Lmcl0GRuYqqPx2J5PYZqRY7eWzM8J3I77XIcndkjHP97POe+Km1kNNPcZHPHp7G2RzJNwSshHLDjcMgbuvXvjtirCxwzAPDcGVNwKNFGFL464z2HsecinadcPphvp4ZYBGUjV8KGbCnIZieRgtk+30pzXJluJrgSpP5zZL/KQcscYKs3U5OOOg6VTf2iuZWFjMZ3sIVXAWXptGccjA4PIycc8HpQzR/KsgX5BHgMvTGCD8pGB65xjjk1SjuHEm5/KQsFJ8x8bVySSBnGcc55XpnjJp8WbTzXi8mVnUBRLGHjA6555zzkkEDJxz2GluSy7IttIVmEMm8AKSMS7iMkdOcDPRgWGPToC3GZT5bspV1YxlV3EMCVDdhxzu/WoY7i5uRLbyWbNGMbWVi6KD6oTwOTnDYz2pq3CR25ZEIePiPJeNtxwFUhvu5BHqPehRvqNK6uPlC280PmwyiQjDo0hPBGThc/J39ScVXkuJCyuyOw4UZBUhj1c+pIH8hT/ADZp2dbqBC0RWRUBO1CM4bJB3NnPAyB7nACeW13dlthC43kM23PJ6M3GeT/PsaLWHZCSI8iOXt0ijZVzLhlypxwOcMTyOB9e1RLp8kxuW82aKOZZRlQsmQVII25Ug9CT0+XqKZFex38s1vCQbfcDuj6LnB2g9QeOvrn1qxu8pWMDjyCqxpGpJBHO44A5xkYPb9KqN4sSRa0+yitYUisXSKFVbM8zjeTnJAXjHHOFGB3OOSSia2mO1FRS3Dsfn2qcjJJ/HPAB7c1WjMctqrT+W80b/MU2ozMD0bnaDnAIAHQUt1EPssvmmAqgZiCB8uOcjJ5Poece3dS1Yx6ypLGEiu0iZiwOZASW5AABbIPGOx+g6qF+zoiKsxC5LGVuVXrheO57Y5+hzSeVFe2SRLtF0Fw8bfJvJwSNxx1yMd8ngmnzQ+VGAqzrjlN4J2jjq2e2Og6Gk30ExUlguceXZyByRIDENxB68gEDpkVCcSXYkMwa4ChlWIjKY7lu55/h3dxwKWd1Mb/6gs5AIUYwNoBJwORgdenBqKASCUxvLmNkCnaMBwvB6dDxwB0yDTvbcG+46K8S3nLRsIZJF4VF2rFgnKk5z7gnqD26UVPZh5RiJAeSM+WxK46DIGSOtFRJpvYdrkFhdC1EMlxdMEEQKK44GR6AcgZ71qprnzYiup2J4/dwytn/AL5Ws+0u7W3ik/0pVUOcM9wASAByee/P0461LHq2nzHaupROe4EoOPfrW9vINjTTVSzjfBqL/W3kA/XAp7alK7Yjsrvj1SJf5vVSJYpm/c7p0HVkjLAfjjH60qapbxZiQT3UgHMVjiQ59CQQi/if8KYyV72Zj81qyZ4BeeEf1b+RpwubxwALWEH/AKaXhb/0GKoYrzUZ5tz6cbePB/diWNnP+87OMfQL+JqdLifCr9hADEgLJcAnI9QAfWgB6NdydYdNjbGORI+P/QakaS9yAJrQc9UtGP8AOT+lAttVmAP2G2yeADK7/hwlSrpmpbggexhY9mRiefq4oAQSXztzdlfXZbxDH5g0jJKfmN7cZ7keWv8AJM/rVhdMvn4GoRY77LTOfzY1JHo0kjqJNTuCxAyEhjGfwKH+dAFQQyHh7y9fIzhrtx/IimfYLeYgMxkJ5+eaR/5sa2DowBCtfakxI4UOAD/3yv8AWof7ItBIWLajOT1LXLge3G8UAUjpFptH+j2//fgHH4kVEbS0jOMQoRxkIFq9Holm6k/2erDJ/wBbOz/oWP8A9epD4btkkY+Uo2jBRYRtHf0yaTAxpJLWMnFzGB6CVR/WlR4WbKTbjnqoLfyBreNrBbspe6gj9d7KP61N9v0mGNlOrWmSMAeYrYP0GaLBcw8xSQ+W0EkgP/TNxn8cUu1gMR20mCMZIx/Mitgapp3l8zSyE5/49rSXA/Haajk1OxC5W31QsDwSm39XxRZhczo4J5l/d2MquG5LIuxhj+EhifwIqT7DfqAQsK56Buf5Crp8QOvyrYXO3AIMl5Gn6BjWfcajfysJEsYEH/Ta6LqfriP/AD700guMltrickSy24z975XH5/NVSa1tFj/e3Ss2NwCW4wMdepPP8+KvvqeoumxrbTkDc4CM45+uKrG+1COAQxzpDtY/OseSCev3nP45FAFYWUJ5T7S2eMBcEj6Bf60yTTsHpchenLNgn05Iq0EvUjAfUbiNDkgII13569ENVWTdnfe3chHGPPYAfXAWgDF16xvUtVubBruLYOdkzDevsAeo/wDrU2zvyLOMTANKY0DOEOQccliDz37dRT9WsPtFs0lq0plXJMZckOO45PX0/Ed65uWG4tVUg24jQ5YxMuMZ7j6A9Rz6GhpS0MpaM6JnSZ0xIGiEigNjaR8xHP4456eoBqxatHNFEphBdyAhXLj5edwHXryD0GQT2rCtbw3E8MKhAj5V1QbUKdXPIGAMdR6Zq1dX8MZkEMrIuQxyceb0259BjoO3uc1m4vYVzWuhZq5WVoppinKzIZuCOQT1IyoyMenrUsr2zGIQREEysGLlg2dp9enPt6VkRajM2+Jbbavk71fzuACRkYydrYJx35FTtPI0s48mTbblkLCNtpx05xjOAT9OaydN6IehPeSwvpzQO3lI6CISBRIyLtIJ47A9D7jBxVCK70mF1t2S4kg2iLzIX2mPBOA3HOc8jryfUir32O3t0GJGRpA+5ZCApGMEY7cZ5OcAYxVU2cCzgFop5lVQZIxnzuoBPqcdc9SPXFNOOweRZtkiaae8b9zbo2YUeTACsvIPOSSMnHTk5ODTZLBpLfCxLDFgLlSikEcqu3njknHOPpg0W4dEgA+QD74IHyH0OPQACiG0uJY45U86NDlsSAZfcSQq89j1GPU+1K7fyGtVYz40kmkjh82dGZgpJQBsYz1HTv1xxnvWxp2nPHaA2zPMqHLvngnA4B7nJGTnk44wKrw2b2E0jm6zDIpKq0RR2JbljkkY75HPTpU7ai4uo4hHhlZlj2KTHgdFc9D3PTirlPoir2K5k2/vg6yCMkYDEjqQCeDxtPTqfrTXktnhEcAHkooyQm4AYy2FYZOMgc/MPzFaEMkcn+u89ohghNpXOee3HQ9OnA+tVdVSOW4EduiRCOMA4bfk5OST6hR+hx6UoyHfQrwWVxN50Mdyp8srkC3VCozkFQpCBTxz15x1rTit7a1dQ480SruXzFKKc8fex0OR83fjOepBPHGGQqzLIuZGfj/dO7joc4ycd+uagL+WqhBHP/C5ZRwMccZPUA84AOPQmjmbY0yGW8tJLh1t/MDu2Y2KYDNntz+fHHrUdy4tjJIZU3g5K7sBsc5x+R456HNSNetcwXEaRxKm4mSF7gt8p4DHYQdvIGOgPDZHWIgXSsl2wdQh3IpyUwRjHPYc+4JHHWraFITzYnUwJIrOVJCshDMhzgE4x68E+nrUv2qQSxQyzR7vL3fM+QB0HvnOPX9ap2ZuJXMvk7FLr5k5UrnBztJ9Plzg9MitE3UCWUmd3lsMxt0Xb1xuHI5zzWbsmSnqJNexxtH9nuWJlGQFPlM5BwQw6/zyAcUWnlXFsBujDodvml8nOPvDb94Ed+MVdaKEWwyFAT944Bwfu9OAcduozxgelOk2m32WLlrhSCH3KJI12khdx+ZlHOAPQcDGaXOmrDv3K8UV5bFUMN1bBhkFjkuBnpyMjOTx+NFFnqBjsBJeNNMlux3SyxhZot3930ycA9c+gPNFQ03siXY0RpbT7co7qOV+T+VWjapbxhHeOIY5V50TnsMbs1kDR7UgA6dG4bnMru59/vMf5VNHpVkMeXp9gu08BbdCfrkjNdehpqTMuiBv+JhrNleyryqXN6rIoz02liMAex6VKdY0cR7I7+waKPtCjsuM9gowKitpWjYW8Kssob+GIdMZHb0/KrE1xKmFknmA6kM2P50JpgIdWtdm62lu5FI58qxcj8DsH86amrxwszQWWorIwwZAgTP/AH22fyxTftcOxlV41wR87SocduSOneq4vLXzAFuod3XCNu/kDTA0R4gmBJbTNQkwpXMt7GAT643n6VN/b96qN5Gj28QY9ZL0kdMc7Yj/ADrPUrJjZ9pkPP8Aq7SY5x/wAfzqUxugJ+y3fI4LRKn/AKG4p3ETvr+rSEEDT4wc4CiVyM/iv601tU1U48y7gTPQJbZIx05MpxVSRZd2BbMT3JmjHPvhjQIJ8ZMUQXsWnP8ASOlcdi013dlCP7QlY92jgiXt7q1Ri7leTD6lqLqOPln2g/goWmi3uGXlbbr28w//ABNILeXdlpYgDnhYOQfqXOfyouFiXy43IYzXkpPXzLiTn/yIajXTbVyXMVuTnoy7z+pqcQ4IMt7KBjsIh+f7ujyomHNzcNj0uGH/AKDtpXGSJZWwAKWse4dCkYH8hVxZLpEPyyRL/wACH6ms1oLbdiRXbcOrSynP4FjT1tbFVEZsomOR/wAu4b8uDQBJcSxRg+bdwBm7SXAzj6FuPwFRGW0ILrcJu9EO8/8AjoJ/StGNEQgw2iqw4ARApP5Co53ulTMsW1T2kfb/ADpAUBPEE2qk2z/ZtpFB/wDHRTDKucpb3DN1LMFGPQZLVGdXsQzI13brIpwweZQM/wBaVtTgdCIp1dWBwYYZJCf++QR+tVqIUPKWyLUAD+9Ov8grUyS8dDnybdWPUl3bP/oNRmdvmKW94wHORaFAf++9tQM9w2B9kc+8k8UePw3GgLg11NI/+uiQe0DH88sf5UfapeMXMoA/uxxr/wCyf1qIpds7ILe2VgP47lm/klR7L87Wma3TcoZCkLHIPAOSeRx6c0xDNUuL2azb7NfXSTR/MVD43L3HA6jqMVylutveBEVJAIz94Sbdv58HI/Lpx369ra4wxW52ORhJAqLsPrjac/nXL21lLb30waxlcbSZI4xyMNhsY7cj8+mKL2RE+5Ykt4Us5vMeRVbEe/A2oB8208YHI5Bx0IrYsLU+Ys4tYSWCqFkjG1FHVucnkdMf/XKw3ItLcSW7TQ7yC+98MdqYyy7euCMj24q00kk9ojme3tnTaHRoSz5weg7j0AIyevFck5vZGbM+e2Iup5zDGY3jOMJGAvzKT2wdxyctnGOTT1tTDI80MwMysGlRQw8pXYnzCCfmxuOfQnOOhCwTXM8Bmuk3RchPM++qkjkDnGc5OCRkCpUt5lu2vYl8yaPGAeVCs2MHtyCVxye9Db2ZWg+Notm9P3SBAVBQFm+XPzZyWPTj2OKqQRqkhEpaRmyzYZghxyNvcMBg4zx+Iq3LECxkLgRxjed0Y28j+XJ7fkAaYY4Y08qNnJlIL7Ru3Pg5+YuecZz7+uBhQdhxJo2jWe4KKkcSt5ccksqFjnoVH93/AGfvYxnPNW7MRQEvBNCu5humt2UkL/dyBjHpgDb09KnRbn7UbkWjRyFv3jOFddoOG4ToP16daqTJDLcSOdQeOZGQS/OvlkdUKDt6YJ6qc1Dd27bA3Z6Dw0ckf725MqsxcwSRbdwH8PzHJAPfvUWyWyWS4eWNVd2cojYBZt2MEHBwCcjt1HoHXTW8szNFNMdwzlJN4255GOAeh9cc9TimG/R7yOKMMyEbn3SIzgY6IDjn2b15NKPMndArrVEYvbWaxhSaUJmUAsMDBHdvb9eRgdabPatPI7C2My+WwLyFowG5JOQ3zDkHLe+Ks38q3FqslysE0qKVi8+dQoJxkt2xgHj1HoBVG1Z1Ev79UhEWFKAtlieWBx0ADD2ye9bxtymis42ZaaGZJvJkuUkTafNAA3KT2wR8q/U549arBUto3SSSNAvOSzP3GVwF9B269BSyrJvJUuFzuKgZzzzuPUduR/SqBj8xPMeVVZFjZrgjJYr9D2yT1/OiNt2GxbSW1uV86L9y27epj/j46MFz94Z+Vs9e3aFbdQxj2ugJ3eVv6Kc8DI+U46HPB69KW002TynkjSRmYeZGVJRt3JAAwWxjgnrk8dM1ceFLKGW5uUmR45CPK83O/HTHfPJ5Jzz0Per9irohawivrcGC5Q7lUIPMJAGQfmGOuM9fpUf9nTafO1y15FllPyRRkFgMYB9c99oI55BxUmlGCdcyecIUaRkNxPjy1J42hSoOSSGxn8KJ70W7ta2P2aCUAKwijVJHHXAxhuOfp60KNnYi1tSzao+GmMbxwyfMiSptJXPfJyecD2x9akaON5JBIZmLt1iIwPXOeg4HHoTzg1i2L+VcvuUhncsEKH5icDJJ59sHpmtVGcFVZ5JH+6SjLuXOM4HTA56+9ZTjaQmNtpDLbjNu0LKOF5kOCTyC3I/+v70Uv2mMTywoVLBC3yArjDAY7ev6UVEnrqJsdG6yBg99NJjkHAA/LaKnW2idARJdsrY585sZ9ODVONdWdg5ttPhJOdpmdgCOnCIP0NWYrbVxJvabT0LcHEchJ+oLgfpXd8zS4v8AZVqX3eTuH+2WOf8Avo09bK1TkWkAx/0yU/lxSva3pbc2rQDnqlkhP/jzmmeQxBL6zfPzx5SQx/ySl8w+RMY0/wCWSKmB0CBQauQG5UYAlYcHlWI96zRbRPH+8m1FmP8AfvH5/wC+CopBpWnyIDLAJCf+eksj/nliKLINTQeKWKQyytGmepkbGfzqs2pWUa4bUrFWHXFwgP8AOmQ6ZpsefLsLQSdQfsqMT+lXI5PKTESpHjukYUfoBT0DUqR6rYyKSNRjkAOMRIz/AJbQa0I5bV+kGsSEH/llYyEfmwA/Wo1e4KeWL3AAzjf/APXoW2uZSBCrSMR/yyjbn8hRoGo+d9/+psdWLEdZTAufzkyKjaO8UArpCrgZzPeoD+ShqnitLy3DNLGIR/00AT8s4qrJfWcMrI+p2aE9Q9zHwOvIDcGiwE0T37yELb6ZBjks8ssmPyQVK+l3kuJG1WwgUDn7PaOTz/vyD+VVxf6cyx+XfrMuMkwpJKAfTCoeasC5EhAS31KWMAZAsHXd+LFRRZhoMELRqQ+sTkdxDawp+ZKsf1NOt4LVGO251SQnqTdCMH/vlV9acZ2MgH9m3WP+mjQoR7f6w/yqaOSfO6OxgX3e76fgsR/nSAie0smZj9gnm52kTXU8n6b8UxdPtI2Bg0i0DDuYBn82FT/arsnG3TlXHVhNLj/x5B+lAFy/L3sKrnrHaIv/AKGz0wFUv9yOFYsEcKgQD24pCbiZggkkYdow5bOPxph87BL3eoEkYDRyRx4H/AYwf1qFoI5DulnupGxjDXsuT7EbuaVkA6XT7gOfNSXnnLkAfhWdPc2Fug3X0CkgDLzoOenrT3stMJDLZwHb03IHI/Eg1JDcQ2vEcccY7BQE/lTAof2jYo/lRnzyeAkUcrk8+iqc9BTJJnYtJJp+qM0h3eYbcx5PrmQrnoB7flWkb2SUHBkbJ/hbg/1qJo5JN221Z84JwjcfUigDIM85J2adKxB/5aXMQ/kW4psj3yRG7lhSNox9xC7blAxnGAPy7emM1oXAS1YtdNDbyM24mS5SP8l6/wDjtIZLecbI1aQEDczBh+UaqW/F8f7ooautSWjJivVluHhS1+ZuQIxtznoBwSOOf61ah04ukTueMjqv8PPU59CMe+PWoHsJ/txu1geRSclhkOOOnvyD+ueKtG5kW9UL8wKDoQQyjt+o49TXNJWdkZtW3HyeVtwCNjEpwdufmzjBHGDmpiI5hEibcepAX5iMfyxz9areYkoAx8pVtqkk/PwR16D+mauBkjRo0tmkB4xINy5+uM/59BWU1qFrkEiESMDMNwJAZDypHTB/PvU0jxmdp5fJlRVIcSqG8zjAJGOOc5PbFU1dCnmNEys+QGiUspbPBAyOe2Pxxmo7fyVVpfPM64VSSScHbyMEdD1zk59qLaC2NeO4kZRlozHnZtZcA+jcnjt1NUrwwTWRmgtGn2gbxBD8o6Y3KMcdvu9OKgW3vW8ySBWknBG1srjGcZySARk4w3T3qWRo7EyTzXkIlT5CIpFkdWOCQzcg8nsTnjp3ahbVFW0KYv0hZ0aGKF1zGVfjapxwc9ug5NSXDKl1EtxAIpC5ZwY8ZIyN3I5H8sD0qG4tmM8kwiS73sTLbzkYc4OMnIA57/oDViDT5UE0j6bMVP8ArAvNuGwFCq3yse3AIHpnmtYxW9y4prclklgZUjmtUuXJz5KNvIYcY+QcgjHPXr1q5aabePJMPLSM8jdGCWLsAW3KBwRhRnGRxxVK11G9iufsSwCFtuV+yfuCMdcdA4AJyG9OCM5N+a3Op2ADRrc3cKf6xZNgdG+YfMfbBGexwMcCjlS6jHRaRbxyssl00ssh4iwIiO2MNkk9cHGOtVJ7Gxs7118+UOCSkchViM8demMcYIPHOPSRItRtIfsqxuq7cBRcFgpHbPOST0z7VTiuWlthbEeaAu6P7VGv7s9NhJ57kg4+X6URSuJWTGRakUlmENokYD7mUHcT6hzk7sc8HjPAqfT9QjSYvB+7xOroGJO5wq/6sLkjnPPUD8jntLbJEvmiaON8qVTG4HlWb5+Tjg+5rQ8uNTNEJD1WN5GUIWUADBODnkHjBHtjmrslqUu5FqTBfLkUTqiksPlzCxfkqTjcCccntkHGQcULG0i3v5BYTStkMIjiJCcHPP3gxAIHar7xw2sUjx/aWJ4eWMqhbGeq/PuGD3/+tVq3aFb21kt7cZZANiheGGCMgngjntgjt6HPpoF2ys9nIiwPOChFyuRt4CkHkYPIOM59h2BpxKLIiORIAis53/M3XjPp29KW4limuYU/1zorsFn4bJKgfKMAdG4Jzhs98l8roLZIyI9iHqUG0AHnJHtySfSsp62IkMhykIhTeYtvysTnpgAL6DA6DiiiKUtkh2eMg53LtB56gdT35zRWc3qBMdcsdrKl9bO3YRSqx/JTSR6hbujSR3DTKvXy7aZs84HROa05GER2nKjGcDgH8KgklUuDI5c/71dqsXqRx6jltv8AZt+3v9lZP/Q8VMss0ny/2e6KOcyXEKn9HY/pTSsbrgRnnuP/ANVKCq7QyBcDncQP50aARCS8VtqWtoFHc3DN/KM/zpC+ouQGWwjHcgSuR+q0rajaJkNc26gdczLj+dIuoWMxHlzCRf8AYjeQf+OqaeoCtFeEAG9hBHdLMdPffI38qBbzPxPql3j0SOGP+SH+dRrKwJZba6YLgZ+yMufoWC1J9onyAlnKp6nd5CY/8eouBYhtSoRmvdRZVOeb2RQPwTaKc9nprsRLG8u7r51xLJn673NV/KuZsn7FbLgd7nkn/gKH+dGLgZ+WzGeMESMf5rRfzCxJFpWkrhk0uywvRhBGT/KtBYbdVIULCBn7oC/yqgsd2fvXcceDgCO2Ax/307VYaGRyGa7ucA4O3yk/kn9aTaHYklKMQwmZ+Ohyf6UyHKcxxSEZ4Ij4NIbVGVd0t1Lgn791IB/46QKYLK26i0jbnqVLc/8AAic0rpATz3rRABtkfP8Ay0O3n6E1WXUIZXbNxE5HBw+cH/gOan8lYhiOCNSOuyNR/KpC0xjwJGCjtvOB+FFwsV1kaRsK74XjKwvz9MLzUwnlD/u7OXjABKoh/V8/pSAiNSN6k/XqaDufkKCOmAMmi47CySTylS8CRkD/AJ7Lx+Smq5W438NCvOQTub/Cp5BMylncxpjoRtH58VSm1PToiVe+tVPo1ymf0OaNREjRSsD5k5DcjKxY/LJNMWzTG5pblz2y6gfooqJNUs3AaFnnz0MMMkmfxC4qUXMzMDHp19I/THkBMfi5FPUNCb7PGY9jJMysckGR2z9fmqM2cbHJiix1yyBv505JNU3HGm7MAkGe+hTp16bj39KidtWYkmPTVx2F1LKf0QUvmF0TpbJGrYwuepQbP5YpzIq/3yR65yP1qgEviwEl7bxqeD5dkzHH/A3/AKU2a2m3/vdTvHOTkJFHGfr90mnZCuTTGYlliS029cuxGPqNpz/I1mRxIq26P5cEjKysgG5WkHo2c9eRjP6Zq5PYxSIFe6kmVRuANy+D9QuB74NNuWWO1C26hkR1k27QSMMGO0+vHvUyQig8xW7EQBDGMjefuks3Jz0Iwvb8etX/ALW32GJpSdoAYBs5UYBP4fNn65qni2jctayOLZxmWIk4BGCFx68IfX73PNPbT5blLR/NRZZUb7QGOC5DMqgY68MMD3/LKVupJatRC+Y42cs4KwRsOQgYhnJ6dAM8cd+9H9nQWkiebKBvIQRQgI6jHAI+ZR1GPTOMVpXMh0+3eOEl2JZSXIcIxYkBl/ixuGB0yV7/AHaKw2skP2iQPcM7CSOJeQWOeXYkADPckbj2xyU10KdtmS2f+ozGo01SmPOWRgW6ZxKf3hPTIUADpxU8Y063ELXqK8pxCNQl/wBYWxzjajA4x0yGHb0rIlvt6PctIk0gBG1CCCQpbGBkcDnHTjjioIVvo1ETuweZ1VgUz5yKWyh5GSUJI53fLwc4qkg06G3IJpWJjgVXicqEMYJxjG5GUsGGcDI+YZwRyDQl1O1sJ7V2gnZQyo4DgqR2/hORztb6HBNZySLbvNttpVjkh3CJ32BwQhUMVPUbcbvVCRSG9a4nmiaczIi4eSRQm3ecgYGOcc9Pyxihq2wXsJdh5YRIYDv+Uy2sMe2EsM8gMrfKSPu4BXJwcVWW6E8KTmJ0XzGmilVmkCkD5ScnPQnjkD06VIwlujDEEVlmVy3lnLITnnk525DcdD8vTg1CllNCsUt0izT7vvKMR5HJJH944zjGBn1ouiWSq195my7vDHF832dEfIkTrnYQcHbnJBXA+tPgW2hG4YIY7WeRxkHGCuPfjkY4qzEkVrAr3sgig3DDmUnzWzknj7uCw+bOeRyKbNFGzedE5eMP9yYZZeeBgj+8cZ7nGe1RKTerDYqSRRMrySIqKZNryIoJZsgEnPBHTOeOD1JFWxqk72ssH2KNA77Xjd9yAbRkDHfJz1/XrVkEl4GSORowV3jedqqFKk8dh8p49fXNVrXTzblna8mZyM+XDGWx9RjngYzxyPoKtNWuxqT6FtYo7ceYIBGS4GEVXyx5ySANvQ+o9SKzr3VJoY2kVv36jCRyKBkcfMBnt6dz+NadzbzR6YZ4bmH5+MLISQByQxPYcHaR6ZFZyqYreNvNsntHARo3lDIpOc4zk4JwpPbsc80RsHN0LFtLBO6LNExlA3uFznceS23uDjqemD0HFWUVvKeTarKCgyo/2voBzwMACsZ7W6YIPtUdqsBPlJEfkL88Zx3GOR+RrQSVWhCt5Dth1VkUqV+YDhccHBGenr3pSQXLhbarqyusqAbw2MoT9O3t19aKqQ3YmR4zKruAAVEZUjbjqT7MvHbHBxRWc42YMnkjn8/ZDqNzIAPmIjiRc+g+U/zqQWZK/vL2/cYyf9KKj8doFVo9WsQ6otykueB5QaTp7qDVpbyKT7kF22P7tq+PzYAV16j0G/YLMtloGlOOsk0j/wDoTVPFb26ArHbWyHHaBTz+VM+0MORYXjcZwfLT+b0BryTgWVvGD2kuc/ntQj9aNRlwSFQoViMDsNv6CnNI+MGRiccAk4qtHBqDHBawROikJK+Pwyop32O/TDG9t1A4Pl2YP/oTtS0HcmJDA54BHpSxtIRsTcR6DvVZbWQtl9WvAPSMQx5/EJmpWsLaUlZZ7+UY6SXs3P4KyigLk7PLGWd1YADPI7VSuNTtIsGW9tEI52Pcxq35E1Kuh6OsmW0m3OejSqZM4/3yavwW1jbFGgtraFs5Ait1BH4gUBqZdvrumSONt3FIc4wmX5/4CDWgdSSbiK3u5MD/AJZabIRz9VUfjmr8cztHjzWC5wApIq6IbfK8Ek45I70BqZPn3BxtsLrdj/lqYoyPzekP25+ljEvoXvRk/wDfKGtaZFGAo2kEkketVYzIXGwjrk8Z/lQBT8jUyCN2mw59ppcfXJQU0Wt2zlW1OFCeAIrFMn6F2etCRJmBaUEDody4qjJeWFs483ULSIr1V50GPwzRuAyWzEJKzaxqDnqFjkijB9v3cY/nUS2lvJjIu5fmBxLdTMOPbdj9KVdUsNp8m7MzYOFgieTOf91TUw1JHysdpqLgdALR1/Vyop6i0GLpWmqTJLpNl6tLLbBj7fM3tUsc6wEJaoidv3cAXP0wB/SmG5vZeml3Cknnz7qFP/QS1QNLqALRmzsk29C88smPwCD+dKwFua7lLkNIztn5i/A/PPX8Kp+YxyCMHJ5zn60+OK+kIJuraPI48ux3fkXk5/KmtDMh+fUbjP8AsJEn8o8/rTGOhJGcCNuc48rOPzNWJ55mALtuiOcBhgEfkOPaqT21pIQbmS9mB4Ie7lwfwDAfpUUul6SCDDZws2MktHuP4lhRcRZa8sIxia8tUIPPmXCDH4Z/So5dU06QACfztoCl4YZJOO2Nq4/M0kSiBf3KpEnBHlqq8fQVei1F9m3Y8nBx82enHHpSAzRO0pAjsr9yeh+z7APxkZaaJL2Ur5ekTqHHHnTqhfHX7ua0Df8AmYKwFgOAS2Tkep+ntUTy7k/c28IZgQcAAn0560AZF5FJYtEbi2QeeSxSOTPIKjBPBzg/rUTz+VZwPGRLc/djMW9REhzl8nBViGwM8jDHqBV2bS5J4BEzL83zDDFipHSsycRpmWWNUnXMYIY52lxlcjtgcAVErIh6GkbkF3kBxDCNlvDGNm8jouBwBjBP12+9MtbovfSvdLcec2GDNPkyEZ+RggHQ7sA+mPaqLD7VvETRb1yMcso7gHO3Bx2z61ajhvF09pLR0a7jk2iUJzgj7vTIGQD9M844EJ9wTLFrZL5sgdVtiAAFkXY0vUnhsn9B179Q+S2it5kjjJEa7DHIhG3GOMrxgg5+h74xWVLa3AkMaK0cKyHyZkOVZe3I7+nt9DWk12i2w3snmBvN3swUHOAzAjPVtp+uajuC8xxswqCL93IVywUqRjLblx7f/X+lUTCIvLdXkdlOcfeL/MT24xnjPOB1qzD8iqk8kxRG3pKCCTwcZPGRnGfT9KcAjzNJcK6BQXMu5cY/iGMegP4H6UXlvcrzIWeZY5ZvJSSV8BY41wxOQMnr0PH4dKdHCyTMzsuGHzkjncCcd/X3/SkRoGQx21vGZXxGA+W2gZG3I9Bu7/j3qEWOROu+RPnVRkD93wRlSOcH8+ec9Kn1II5Y1ndvNVViU75XkcM20dVI9+3U9B0yauzjESTQyPLI6hRHLxhSOQ2c7uOxx35pkiQW9kzWMz2zRswlBQuHY/KJPl5wCuCP17VWSW2kMaXZTMnylwREsrdyUBx07d88jvVNPcRcERsI98EU88khw0CEMRkYZWPdcE9SNwb2NKAJ4Vne48uJVyXIxEF5I56cDAxgYI/OK8iQ2vkCUR2xO1gG59tqg4GCBzjk8Hrk2pdKs7i1VTCtuzYbEJzvU9iCe/y8nOSPSlzXQXZlSXy3KspvfMtxxl0yVyMZIYnA9umOwzTktSsZkTY83zRlRGY9wJLAejA/NjjHBqrcf6EIRYXK+amFiboXIOOqDBwRg8Y7HHd9pYobLyo5JI+DlGbLknrnA6qQOCFzjqa02VxrzCGydJpFjimfZHtAe5jZAoIAU4XOc9j+FPmBjSNZYgsiybdquZAm4ds+g+vI96cmnm0mK3EayS/LJ5okWURIyhhkEd+ep6nHqakvIUgkLLJHseQEBSw5OedoB456ZPX2p3bGtNBArAyB0gRnUE+WGbuP42PI9sHBJwaKcIGisjcOItrv+78oZ+T/AGuPvZ/lRWck7jZoJLuJUE47gZ2j8elTnnn5SccZ61VVb9lxstY+OBJcs2fwVP61H5V8pO65tEx12Qu//oTD+Vb2KL6lihC+X1ySwyBUnkCPLSvudfmwEC/0rL2zq67tSn45Pl28aZ/HDGpZLdXwWutRlz1Bucf+ghaqwGkn3doVvYAk0yYxxn97KsPs7BP5mqH9kWLAPKu8j/noztke4Jwanj07T4VDx2lmAMfN5CZ/Migeo86po0ACnU7TPoJlY/kMmlS/06TLQLcXAHeC3kbOemBt/X8+oyJelF/dhhn5f3abfyxUpupZSAwmHUbpOeO4FFgGi8yoEWm3x5/5aRLF/wChsP5VJ9pvCP3WmKBnH729jXP/AHwGqFJJXyQq4XjBGP8APSpQJmUAIPm7g0wE36wrfdsIh6l5ZOfwVR+tSZ1Nh/yEYlyP+WVn0/76c/ypjh0Yb3UZ6YY09Qu3LLuHpzz+v9aAFW1u2H7zUr4+uwxR5/8AHM/rSR6XBIT5r3c+T/y11CX+QcU6VhFEFnKxrjKq2BkevNQDWtLicCTUrNFXtJcKMfrRqGhoLoGlhD5el2TsRxujEhPf+PdTzDHagJDHGnUr5USoOOewHQVUg8R6Uw2x37TbuQLS2mlyfX5UxU51QS48nStZn+tn5YP0LsMChp9RaEkk7ndksxBwA0maZHKFb5LaQk9+mf50qPfkn7PoEy/9fN9HH+i7jTHt9ex8ltpUQHZ3nmPPsFUE9e9IdycrMylvlz/dc4H1H/1qgmilMmC6Jjup3H8f8KGstdZ8Jf28RfkfZ9PGV/F2Pr1qnPZXO7ym13U55BwTC8cKZ9BsT+tPQVy09nNJyhkYZxsSMn8wBVWW3EZXzyIiuSTLKq4/FiKbF4aiul3zQXd4G6G5u5Xz9Pmx29Ku6dovh23uGjNhpQ2jJP2dGznkbWIOcfWjQLsx5NY0eB8f2nZ+Z1DRSiUj8Eyc1ei1G0ezMsVrqFyc7WkitGdi3UgIccdue4rW1BtOezlWzljhcrhfKQgAnoTtHA71DarbQS3NzdXEsm52dNis2R1BP4daPkGpjG8n5MejagOM5mEUX83JpjaneeWgNjaoH6BrhnOBxkhUHfjr2NbF5fRXEW2zTaTgBtwJPr2H/wBbmqlvahJ2aXeLhhkB1H4YGeR09aPkBXFhcztveWyiHr9kZiB7FnqydJkjlOdaukbOHEdvFHj2xtNWWt5VI3yiHsPk6dzwSe/tTDvj2ZnuJEYnbJFwCPy6d6EBVbS7GRSbi6vLhG4/e3jjJ5/hQgVl3ujpp0SSwpIUUgSRSSZZA3Rst/LryMdDW+32ZIyskzqkgyTNIoHHsW/p61m3mtadaxtFLqFqSRgDfuIHvtGaHFyViWkZCgmzdoGc78M6u+Spx2O0AnHHJ9Kt2srwzqrtHFFtYeUAUZhjjkd89/XnnpWdNPFDMtxDHO8EjbRIYpAnOOCc8HgDkf1qXfAYoo+FYsRhZPMw2AeCSODn14wPpXM4tPUhbk91qURuZYz5VwUXPy/M5AY87evbqAenQYyENzIlmbiIcKgLOinIXkZ9R1HOKbYrOb5IpZfPsSsiRwqQGBYjD4bG45B6Hg9iM1DBdTWl9JZ3UfkSgHLDjeSxztJ7ZwR7fWm4reJSu2Vhf77KBYrXLSM4Zf7vQFuOvIPPbPTpWpHLLCgRVhZWIykgZVIHUkZ/l0445qVFR9Uht5CODiXAKgYY5/MjGOw5GRTZIX+3kXEsKwllLRhduMkEdMA8k4BIA/Gp3QJMlW1hSVpLS3DtcBmRWVUKZypUngjvyTnBHrTULRzXIaPa8anc0gKhGIIwc9+56dqZefZyj2dsjLGCGDDnd3I449evtjvSymZNJimudoR0IHO4+X2ynXGBgcDOKhq4mM8t1vdigKhYgSEbgiZJJI7f/qHen6rKNLMSxzReXKDKkoRn8wDhjkcqQcA+nPqKqRyEwo7lCShBKluzAbh7dD61KsC3lg6Ty+XCHbyisQkZyVGfQhRjkjngY6VaSvqPYSyuvMlDB3EUY5RhtQ9hhj1GeOeOnpWkYnZJFbe8oyY5yyA+uASOmM8kcD2FYNissOmRyw2sywFljjllhPHLfM/JyAQvPAPyipLa4nGnqt3LCsoLrKUAO2MksgHbHfnPGB61bjZiurmp54thI1oZrhpjmUC5KqSehjX6jv8AoKtzSSTRB7ZJk2ja5ztSUDPLDoW4x8pxx2PNY8TzSQGSOwuGjb5UwNnmA8ggEjgA8/SrF3dXEEUUqSNBHnaI2HqcHAIwRnqRzUxWmo4tWKbXD3yvHONssRGEGcFmGckZ4/nnOap21tMkTsWeR2XKKx6nggjIwf06fQ1rRTQ5jS6hBlx88h+UnB4BOOWwTjBGOfSmTxBYrphcySeRbkBHIBLhgcEfTPPJ9+tNNjXcqzIfLjkZyAd6Rqp+UrlWJPvkkfgaKZqEv2YmKF9wgwi85BIzuP4lj+RooabBm9tDRMT/AJ4JptpEs7yFs8DOB9aKK2LHMBtyFA49KincrHnap6dV+lFFAFoW8YjLY561BMfKTzFHXA2kkjnrRRTQBBIZpFDAYGSAO1asdnGUdizk4z2+lFFMDj/EHi280aQLb2tq/UZk8w4wfQMBWZpXjnWtTmMJa1tlHAMNshI/77DUUVtFKxnJs9H07Qp76xEsuv6qmeSkLRRD/wAcjBqCbwtpwmKzve3WBnM97Kc/XDCiisZtp6DjqZSaLpP2lV/sqzKlsENEH/Vsmur02wtVt0kitoISV/5ZQov9KKKW+5TRcRSxILyYA6bz2qytpEASB70UUAUzO0KsVVTtUN82eTmoFvpp2cEquAG+Ud/xooqgIpbKORi8jSMzvHvy3Xcm79D0oa2SN3VSw2ttBBwecUUVIyS1sYLqMIylUM3llUOBg5J/lVe8iSxfFtlEfAaMsWU/g2aKKOoiSO6mk25kYZByFOAefSquVtgZYo1VjkHHAwaKKpgZmtv9kjadVDvuC/Nnp+GO1cbe+LdS09NtstuiuCzKY8gkH0PFFFaQSbJk9CXRL3UdWfEmpXEAbqLcInt/d966GTRoriLdc3d9PzyHuGAP4DFFFRWdthQ13K8eiaYg4sYifVst/MmpY4IYB+6ijTgkbUAxgZ4x9KKKxi29y7ETFgco7I2fvL1/+v8AQ8VmatpkFiVngZ1MUgVFyAoDY4wBzjJxmiihmc9iS3kaznvYlJeNGJCMTg/KvXGPXH4Cn6bqNxdqolI23DyI6jOAFLYwM9ffrRRUSWhS2Ll/cMYIpyqGRxuB242ngZGPw65xiodcRLZI7wIJHkLZVydvLc8Dr0HWiipW7H1ZNbAC1klAG5neM/RcgH68VCzbpZHZVbJUBSOFAGQBRRUrZkMkDu8PDumxsIUYgrycYPUYqv5QhW3iUnbgqffJOT9flH+cUUUwZqxaXBPoMGpyNI1xOQr5bjaxKlQOwwKwWuZRazIhCbGkEZUD5McDHb880UVUNXqLoJb5eabz2a4UoG2zHcPujI+lS2pRtCOoxxRwzTGV5FjHyMVGRlTkY4H5fWiiqe7+RKLVnamaRQ9xL5ZhMgj+XCsCQCCRuHT1q5LptrZyRGNCdqlwGYkblXOffPGfXHrzRRUz0ZtHXc58t5UMc2A7ec6/N04z/iaKKKolbH//2Q==
Is the grass blue in this image?
no
discriminative-attribute-state
1,661
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
Are there two children in this image?
yes
discriminative-attribute-number
1,662
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
Are there three children in this image?
no
discriminative-attribute-number
1,663
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
Is the ground curved in this image?
yes
discriminative-attribute-state
1,664
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
Is the ground straight in this image?
no
discriminative-attribute-state
1,665
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
Is the sky sunny in this image?
yes
discriminative-attribute-state
1,666
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qb0R6zqPie90vU4VljM9jdti2uVjZG6ZCyKejYOR0yOwIIqvr2t3MWg3c8DMly0QaBVzvz5saYIxxktt/GrN9Y6Pq1sxvIhqlwQWN5NlNhxkmMK2Ix3xye5JNcilsb69hvhB9qSJ3YTTN91EZVBAJ5LSZUY5+Ukd61wdHnqXXQjG1+SlZrc9DVV81th4OSCPQ8j9Ktw+VChCkbsc4B5rAgmmTy7Zg4MeQB0JjH3W49eB9QfSroLD52OcHkelfSWuj5G9mQ6q6rdQNIxT51+ccleeuO/0qbBHBGD3HpWPrk8ks7RJFIY4m2tL/CGwCV+uCDWtAk/2dXkjZVMaHcR1Y5z/ACH506sPcUiaM/3jiOxmjFLSVynYJSU40hoATFJ3p1JTAbikx9adSUCExTTzTqDQA0ikP4UuKMUAM70GnU00AJSGlNJQIaaMUvag0DG0hp1NNACdqTHNOxTevFADaQin4600/SgY2mkelOIpKYhuKaacRSEUAMIyelFLj60U7gb1Liil71mUHNAopaAD2oFFLQAmKKXvRQAdqKWkxQIKKMUuM0AJRS0YoGIKO1LRQAlFLSUxBRR3o7UAGKTHSl7UUAJRS0dqQCV5j8RZ7s64sDzyNaJBE0cfRI3YHd7FjgnPXGB0Fendq87+IsMhvFbgwm3ibGR13SLkj8AMimnaSLgedvAuNx55x9adZ6hJpd5HNEEdoz92QZBHoaRhIh+U7gOgY/1qEGEE+ZGyt7jg1FWnCejR10pyi7pnd6fr17rWj373ccNlolqn79LcFDO5B2w7+wbBJxzgY701deni8R2kdvFEEXSoYUgC4VmeNJGKhcbcs7dOgz7ir9h4R8L6tor22k6hDc6oYlYTNM2BIME/uuCFPK9CQDmuTu0vNJ1e3tbq3eO+tdsEkZfPmLkFVBXsVIHB5GKqjRjTtFLT8zKpWlWm5N6/ket6SJ2s0uLlsySQjAJyVAd8D9d31Y1dja6aCSWC0kkZ3BiDKwRVCgBpDj5Vzk+p6CuesNS1OMR2V7dxvdShSuk2FsRJEvGBLKATCBn5sDdwcetay6fYs4Etp/aN3EAGRjtt7c4+4q52IPQYdz1PWu1vU8xx7k1vp0K6dJbm8iu5mZpHZQfnkPU8j9K0JJpLueQo5EbrEUjzxzhj/wChAf8AAaryRmOMT30kYCKSIUJEUagc4XvwM5/lVezla3aVipJS7jijSQ54QqdpP1BX8DnOM0m3K5MUou5a6jij61avbeO3mUwFmtZk8yAt129Cp91PH5VVrjTudjVhKSnUnemAlJS0UANopSOKKAGmkp1JQIbSU6kPSmA00UtFIBhHFJTiM0namA2kNOpKAGmkNOxSGgBtJTqQ9aBjfwpDTjzTaAGkU00802gBp/Wm08immmA3HrRS0UCN6jFLRUFBiilpelACUUuKKACj3oooAMZoopaAEoopaAEope1JQAUUtHNACUd6KWgBKKKKAAij+VFH86ACkpe9FACVx/xCs5H0mG/iXcYWMMoxnCPkhsY7EEZ7bga7DtVfULJNR026snTeJ4XQD/awSpHvuCmkxx0Z4MfUruX261estBvtSsZbuxiSaGJ9jr5qq4OM/dJBx71BaJDeXcMTXEdg8jBTNOSIkPfdgHGPpXXvplpZ/ZZTKugahtCQajBL5+n3uB/E4ztY9wfxFb3RTbj/AF/X4HIXej3dnCty8XlhJAjOjAmJ+SqnB+UkAkHoQDg8HGr4Omv5dTv44/tUkksBaSe2QS3CDeCzKCQzZ74Occ9K0PFdrqEOkQS32mGJmmAjmt9s0DcEkxSqThSOfLbPTII5FYPhrT7271y2lglubPy5lUXcUT5iY5OcqCc7QxH0pJe9oUnzU3zHqmi2D2Nq9jYOg8w7pLm3XLsP73fB4464z61vRIltAkUaLEiD92rHgerEdTzz7msiDSpTGqz3eq3j/eC/Zrp48j+Mlwolf3cqg/uVo2lpHAxMVuY2z88k06ySsfcKTj8SPpW9+bU85qzI5baN5UlLeZ84JPO52ByCT0VVIyFA5OM8DBZdx776xRF2xvcDIHr1J/IH8qvyBcjb0Xjj1qrM+10bG50bKL3LFHAH5mknZ3E9UTaTNJf6Fe/MWNpqDSKO4jkHb6MpP50lV9A07W9GunY3FjJbThUuYWfJwM8qQOGGT7Hofa/dIEuDtwAQGwO2ev6isasOWTaeh00580Ip7/1+hXNH86XH5UnT61maCYopT0pKBCUhp1JQA2il6CkoAbQfWlpDQAlIaWigQ2kalpO9ACd6Q0uKSmAmOaQ0tJigYnWm06kNACGmmnHrSHmgBpppBpx9qQ0AMppp9NIpgNP1opcUUCN6lxRQKzKClpKWgYUUUtACZoxRS0AFFFGKAEopaKACiiloAT60UUUwAUUUUCEpaKKAA9KMUUUhiUUpooEJSo6xOsr/AHI/3jfRfmP6A0lQXsfm6feRbtu+2mXd6ZjYZoew0eOaU2mee0eqwQ7ZkBiuZTJtib+6/lsDtPTcMlfQjitK80600aGQ3Ol63ZWV0P8AX2F9Fc2k4zwQxXB9stkVgiKW5XbFGzyom9kRSWCjqcDtVvw/qOr6fPJ/YmpJbyH5mt3lUJN6/I/yseOnB9K3nTtIcW7GPqH2JJymnz34tsBv30Cod3fhGK/jXX/DuxutRe7s0mu/sojFzKsEjRPcN91I9wI4xvbr2xmuRu7r7VPLK9rEgkYvtgJVVzzgA8456V63okukeJbKxjnuzPcWllGkthO+xI9igFwuNjDdz8xxzxzRGGn/AA4602o2NSDwtaQIVuNMjSMnP2ZiWUkdGkLMTK31+Vew71aTSLISxy2tlbW1xEduYoljyp9doAI780tva6ZZIssS2sKOfLC2oLCVhztVFzlvZc4+lT+U13lJIhFD08kEMz/9dCOD/uKSPUt0rRys7I4tXqxruiQgxf6sLlD13Z7/AInn3/GqMkkiyo0QQuhL7pFLLHwVDEDBJ5baMjnJPC1LeXcUUck0sm23hVpHkPZEGSfzxWFp+tW1/py39teazdLjLWtiMCJj1U+WokAHTLNz+NKL1sFm9Tr3nSOWaaTMcKgNz/F8oY49cZ/OqgLP88n33+Yj0z2/AYH4Vg6LJe6neO5sJrO0jZf9YrEnByFy/JPUk84wK3p8QxqBw+75QSOnf/PtVVKeluooT5Xdi000IwdAwyPUHtTiPyrlemh1Jpq6G0UGgikMQ0nGadzSH9KAG0YzS0maAEIpKUCg0xDcUnenUlADaSnUhoAaaaafTaBCU3FOwKT+dMYmOKSlNFADT70hFKaSgBpHWmmnUhzQA08U00/HFMoAbiilopiub2KWkpazLCiilzQAUUUUDD3FFLQBQAn40Up70lABRS96KAEoopfxoEJ7UvSk7UtACCjHpRS0BYT60Uv86SgAoooNABRRRQAlQ3ls95YXVpH/AKy4t5YU7fMyMo/Uip6a+RHJtOG8t9p9DtOP1xQ9gPItA8QQ2kEdvd/Z2hjYNb3MkbIyN/dMsX7yNvRhkeoxWpqmr6brdheRtNYzXohYAajsEpwM5juUGyU8cB1Rj0yTXHRpHiMqZbcnGJJEwvQdTyCPqK0NXjkMEcNzp2jzSNiRLvTygLryMHym2cn1UNxXRKMm9A5Y7v8Ar+uthfDWgPruo4axna2hBeVUb7/BKxKexcgD2BzXqtt4aghtoJbfRmSzcLIDexsRbt2zF8oaTtudj6ZxwfMtJ+It94WjtoPD0IhNuPmd5GZJiTltyZCnPTJ5wBgjFe5+DPipofjm1ayurYW+sNGVaxkfInGOfLY/e4/hPI564zXK8Xyv3UdEsM5rV2MsxraBmRXuLor5ZdmAZl6hem1F/wBlQF9iaqTRtcwst6+5M/8AHvAWjjI9GOd0g+pA/wBmtC6iNne3Fo/Ijdo8k9QORn/gJAPv+lPcg3MoUpH8gG4AAjqMngY4Ht+FdKaaTR5srqVmcT4+/tWfS3trGymksUAa9njHAx820jqFBKknGM7R/DXmdnfX2i3YubG4uLS4XgSQSFT9M9xXsyPrchVJdL0S5Tr5Z1aNgT7jHPJJwRVS48DC+jJn0nRNNL/d8mW7/TPyfkKmdHXmvqdFGuoR5JI5K1+KevxOFvJWvoRgbmwj/mBj9K6Kx+JXh2Rs3UOoQyn7zOokH5g5/Sk0j4ciy1RItVubU2Fw3lO1urNsJ+65DqOAcZGc4Jrm/iL4Ek8HalGPtMU0MztESoK4ZQp6EnAKup6nnI7VDqVKbUb3ubKlRq6pHpVj4m8PaqFFhqtsZycCF28t29gGAyfatM5GR3FfOqQHgkcV7X4Lv5NR8L27zOXlgdrdmbkkLgrn/gLAfhWsotx5nuZumqekXob386OlLSfWsQExSe1OpKAEx+dJ+lLSUCEpKd+FJQA2kpaCKAG0nanUlAhtIc+tLSdqYDaCKd7U2gBD0pMUtIaAG96SnGkNADTSGlpD70xjTTT0pxpD0oAYevWil70UCN7pRQKKzLFooo/nQAUtGOKMCmAUDpR6UUAH1oooFACUtGTRigAooooATnFLR0ooAKKKDQAY9qT1paO/FABikpaKAE7UGlxxSUAB/WqGszPDpFwIrlLaWYCBJ3JAiL5BbjnhQ2PfFX+1cv4/Vj4WL4Plx3CyOwxgYUgDnud3A6mnG19RO/Qyr3Sriy09oo9N0+4t5bdJpraSZvL8yFCDcwOrLuVlJ3AEFScMOmfMNRnhku5PssaQoxJYRM2znsu4k4+pNTS6zc/ZprG2uJY7KQ5eItwzDvjscZHHaspnwMCscRiE1yx+86aFBx1k/kOLBBxTUnkjlWSN2V0IZWU4KkdwexpgDO2ACSewqzFb7T867jjoDXNTpSqPQ6pSSPVtE8Y3OqeHGnvZHN9A6rc3EnJdTwj+5IBU/wC7n+Kt2S70i+0iG01B9lvMFaQ3CMkUpyTt83hc7gG+8Ocda848CyiLxLBDJbpdW9yphlhkO0Bfvb8nP3Sob6Ajqa9SaNbdcXWtXcAcYEavDboVP8IG3ke2T717EIe7ZnjV1y1G0ULnwd4Xt1X7Xo8EKMMq5aUAj/eViP1qnb6d4c0mffpOt6zZsPvQ2MrTxv8AVSjA/Qmr9imk6XuTTPE01lDn/Ufb7eWH/v3JkCtKPXrWM7Zdd0qRTwGjkWJ/yVyv5Y+lX7Ndv0Muea63RiQeI7xG+y3ENnqqZwptj9kuDx3t5QAzZ7R/rWrqtnZ+Nfh6+npPFbXtpqqFEuEZGRnXlGXG4H5jzjkgVow6vp+og2pvLa7R1w0Dv5qsPQqeDVTUtBt5IkSBnlWIb4rR5T5kYHe3lOShHPynch9B1rOdO9ovuv66L+tWaU6qi+ZLU8a13w9qXhafbMiyW5YgSRktFJjGdpIBBGehAPQ8ivQPhvOk2i3qpwFuUcD2ZMfzQ1vSaP8A2nYyx6q0GoW0oTEqR+VJKigkNIB92RSxGV4OT6kVQ8K+GX8NTatB5jSW7zRrbO3VogrNk+4L7T7q1Jvli49H/mjZVFUWu6/E6KilIpK5xidaMetLjNWrLT5r25SNcIoY7yRzgDnj6lR+OPUiJ1IwV2XCEpuyIILea5kEUEbSORnCjoPWtOLwzfyAbjCnsWJx+QrqrCzitkMEaBFGCcdX9ya5fxV4p1RdetvCfhSOF9ZuE8yW5mXdHaR/3iO5x29xwdwFcEsZOTtDQ7Y4WK31JG8JXgXK3ELfUEVmXWj31mpaWAlB1eM7gPrjkflW/pngu9tpN974t167uW2tcsLny42YdAEA+Ueu0jitMaDqdsM2niC6YAk+XeIJlOe2T835GksXUW+o3hqb20PPu2aMCtzxJbmxQ3V9Ym0UHDXNsrTQMcZ3OFG6IdRkgj1NYSssiK8bK6MNyspBBB6EHvXfSqqpG6OKpSdN2YlIadikOK1MhppOtOpDQA00n86U0hoATFIaXkUhpgIaaadSdqAGmkNLSUANIpppxpDTAZRS8UUCN6iij+VZliij2o60UDD3o7UtIBQAHijNFLQITFGKKKYBj86XvSfWj9KADoKX8KSloATHail60h9qAF70lFLmgAoo70lAB6U5JY43PnQyyRsuA8Sl2jbPUqoJK47gHBHPBzUE9xDaxiSZmClggCRs5JPQBVBJ/KqGvXkdnpSXFykv2XzUaWPzHtZZEGSVRiFO/O1tuVZgpAPY4V5LkavZ+W50YeMudS5brzWhqR3+iSTGN9TWJycKjsFJ+metap0dHCmO5IB/vLWZpN3ouu6bBeR3QvLZJA6/aJmlIkGSN28k5G7+LnpWudRt2Virh17lTkfnXkPFVY7SPa+qUZLWFv6+R5D4n+I1xZ3F7pmmWZt7mCZ4WupnDkFXKsVTGB06knH15rz3WvEGqa1LFJqd6900Q2xhsBU9cKABz69TXW/FjTEt/EI1i1/1OoDdIB/DMuA3/fQ2t9S1cTpujaprcrRabZT3LKMt5aEhRgnk9BwD19K641nVipXOCVFUpNWKbyK/OCD6VJDaSTDdwsfd26VtWWhW0FmNR1W5EVrnC7RuaVh/Cg/i9z90e9Nn8RxxNt0vT4IAOks6iaU/iw2j8BXWqMKetZ69l+pi6jlpTXzGWekzXKH7JbTTAdZEUnH1boPzrTtfDUty22fVNFssHAe51GNSD3yqFj+n0rnrnUb3UDm+up5+flDy8L9B0FRKkRXbtb/eHX8s81q8S7WpxsJU+sme2eC/BLRW91cWl7pmq3rfKJNNvUmEcYAPKna3LYzxnAFdBNp8soPl3dxZyj5JE2iRA/o8bjDD8j7ivnWB7mwuUurK4eOWM5SaJyjofXI5Br3zwJ4nX4h2L6dqU3k+JrWP5Jw3l/bYh/C/GCy/TvkdWq6eKk/jOevhL3lB69gn1P8As50i162jt0J2xXyIZLVvYkgtEfZsj0OK1EfZAJI7dZIJB96Aq0bj2I4NRvHcabdSafcxNKhU+ZbSJmVU7tt53p7jIHesuTw5Y2UwuNGvLvTJpQWH2KTMbgDJzE3yn6ZFdqs0ea0uujNjybS/j2cFc8Bxgo3qPSljRpoWtbgZliOVOeRjoc/561Tgu54rqOx1yGISyhhDeWwIhuQB0I6xyAc46HnFX3glglRxIZIuik9x7nvSYNWKFunm/wCgxTvBcNl7eVBkxuvPTvx1B4IyKsRfa1jCXwg+0JwxgQopHbgk/wA8VYuNMtruM7gylW3lkYqwYdwRUQiEKKiyzyKB8pmfcQPQH0qKjTiXSTUkhKKWkNcx1klugkuFTNdNodq1pBPJcSDzJZpZWZjwib2KLn0CnJPqTXE6FfLL4m1GAlsgL5WehCfK236Eg/8AAq6LXtRkTQpI7KRfPkZY1crmIEngO/3VXuxJ6AjqwrycVUcp2PRw8LQQ24TWPGF1djTdcuNHsLciHzIYF3u2NzfMSCGA2kngLu24ZtxXMs/hdpt/KurDxbrt1NdxK322KVFaZCBg7sEkYA4J7D0rpvtkXhawsdM0/TtS1SVVOxLWEMznOWklckKm9iSSTyScDiore1ubG3j0Tw1fWUL2Z3XCajHJPJbxy5eNVCFVIB3KMk4AxnisU3bQ3drjvB95daLqU/hTVZBJNDmayuen2u3JyDgkneh+U+3513DDiuN8WSw2Oi6ZLK6za5Fcxx6fJgRGSc/ezjhUK7t3UBffFdTbXFy9sjXFqI5CPmWKUSAH0BIUn8qa2B9x8i8kjg+tcN4n06CGUT26ojEEuiAAEZALce7DP1rtpJVkOwblPcEEECsHVFgm1OFHC/LDsfj+GRwuP/HCfwpU6nJUUkTOCnGzODNNqR0aN2RuqkqfqOKYa9xO55LVhppMU402gQh5puTTj0pKYhCKSlPFIfSgY09KQ06m0xCGm06kNADe1NNONIeKAGUUYopiN6loFFZmgUe1LRigBOtHSlpKAA9aP5UtBoAKKO1FACd6WjiigAooFJQAvaijpRQAUUg680Yx0oAWjvQKKAIriCG4t3int0uIiMmJ4w4OOmAe/wCtchrDR2tk66XDqaQsPKeGC4uCjKc/KYpYXU8jPyt3zXaVHdwC+sri0mknEU8ZjfypSjbT1we3T+frWFWj7T/hjejW9n/w7PHvDPiew0G+mn1GyW+WVdpaCQjBHco3DHPfIPWunj8YSavMkOm2r3MxwRb2KO5TPZjgL9T04/GugtPBPhqybdHo8Mr9munab9Cdv6VvL8kCwIAkKjCxIAqADsFHFcjy9Td5M7FmUoK0UcwvhuXWIVHiJIzbq29LKKTJ3YIBeRTxjJ+VD9W4xXQWNrbaZbRW1lBFa28TBljiXABGPmP948dTk1NQea7aVGFJWijhq1p1pc02fPPiuWZvEt/byDYlpO9vFEBgRojEBQP19ySaxgPwr1L4oeFWl3eI7NckBVvkH4Kso/RW98H+I48srmkmpO51QacVYeHx2B+vNP3LIQPLVfUg1DTlG5goI5NOLKJlmWJspyemelWrW8ktbyK9sp5LW7jIaKWNipRweMEdKg2xQcY8xu5PSmvIsi/cCn+EqMc1bWmoj2TRvjXb6np8Vn430db6ND8t9aqBJG394pkbW/2kK+wrs9Pfwt4gk87QfG7bn+X7LeOjNjHTEgWU/wDfTV8yiRoZGCHGRx+NSeZbSgF02N32jiphUlDWLsTOnCeklc+srvwfe3UAhmjhuFVgVKSNGePwqGDwnqFohjtrONIz1TzVx+HPFfMEGqarpSiTTdVvIIwQf3Fw6YP4GtYeN/FTqpXxTrq/xEfb5Dkd8c9vSt1iqtraHO8HSvc+mV8PSWtu1xqF5bWcKfM8kjcL+JwKzdT/ALDSzVdOuZLqcureaB+7KEc4OACDkEYz27V8t3epaje3Tf2hdz3koyubiVpDn6tmvoe1tWsbK1snbc9tBHAzepRAh/VTRCc6nxMU6cKa91akxpB1GPWlpM4IPpWpicPLDqMscl1oskY1KOcbVlwVddr7hzxyAAQeDgegrTXWfiBrMf8AZdx4bsFtnKpM0pDIyd1wXYYPqASO2Disie6Oka9cRs21UuCee4OSD+TV6Do+qx3VujxyB0buGyK8Wq2mepSasi3oOtHSIH0bXrlIpLNd8FzKSsdxb5ABDH+JCRGc4ONh71KPFng9NaTUl8R2L3clt9j2QyGTevmblyFB5BJA/wB41Hf6LpWvywPqUBmNqxMBErpsJxuPykdcDr6VPB4U8OqAP7OViABkzy5wDkfx+tZKS3e5tqcdrD+JvFfiG78Q6PbMlvpCbNPS4jIaTDHftRhguxUkg442LnJr0rwZ4th8W+HINRjURygmOeIHPlyL94fTkEezDvmkt7W20+Bv7Ot0iHLvFGMbyerf73v3+uK4b4eGSw8Z+MrOOGSO0N4s0EflsCwcyEMBjoVxg9MYp899AseqGQtMADywwPzrjXnludVF2Xby5ZPlA6EHaqL/AMBQbj7zn0rX1O7uLeykliKLOQI4lY5+dyFXOM9GIOBnIBrnLOWV55Z5gY7aBmC7vvAKAign+/tVS2OjFE6o9RG4ylfYN9cEd5GNViaezF2LMfmJJOaYa+ggrRSPFm7ttCUhpaQ1RI00hp1JTAaaQ06koAaaafpTiO1IaAG4zQaXvTTQA2kbrTjTaYDTiig9elFMRvCjpRml7VkaCUv0ozRQAdaKKKAA+1FFFAgNFFFAwozR9KKYgFFFHegAxRilzSYpAFFH1opgFFHaigAooooAKKKKACk7UtHagBkkMM8Lw3Cb7eVTHKh/iRhhh+RNfOGs6XPousXWnXIIkt5CmcYDDsw9iMEH0NfSPauc8b+Hf+Ej8OyRQwiTULb95aHHzHH3owfRgSQP7wHrWNaF1dG1GfK7PqeE2dncX93FaWkTSzysFRF6k16bp3wXnubYNd65DDMeqQW5lVfYsWUH8M/U1l/CnR31XxPFGu0KuZJXI+7Go6D3Z2QfQHtX03DoFnb2gcB2YDqxPP6159T2j+HRHpU/Zpe9ufNl/wDBrxHbxTPaXNhe+XyI45GjkYewdQM+2fpmuBu7S70++ezvLeW3uIX2vDKpVlPoQa+u9QgFtPFtJ2uCpBPNfP8A8YrVbXxwlwq4+02cMnHcrmP/ANkFTTqTcuWQ6tOKXNE4CUHduVSFX5Qc9cVGw5yo4NBkcgAsSB0GaVeUPGcfyroVmYCoC3y7sZHanxDeGgPD5yn19PxqLODkVJIu5PNU9Pve1V0uIu6YYptY09p+VE8ayjPJXcOfyr6Nmz9olz18xs/ma+b4Fa5vLWWP/WvMqMB/fzwfx/nmvpG4ObqbHTzX/wDQjXRS2Oav0IqKKK2OY4/xpYsjwarCOAoglwOhz8jfzX/vmsfRvFFpBd4ms3lZWCyT2SSRyfRjGNrH/eBNeiTwxXMEsE8aywyoUkjboynqDXkvifwpc6BMZ4x9o0w/JDIwB8nPRXXKgN/tdG+uRXBiaOvMtjroVPss9Q0/xE/+oFlfySqN4Zo0gVoznbITK64UgZPBxg5xitbRNZvb8SXE0Ftb2ROLbbK0sk4/56biFAQ/w/LluT0xnwbT54YES3nUQ26twVjVmYkrnzQBl0+X/V5wOvrntbLxi5G641S1Rifm328zt+gA/WvOcbbanapX3PTtZ8SJoujXN/wZYlxFG5xukPCD6Z5PsDSeFhJpHhm2tHmLSsPMlbLfO7cljuJOSecdMk4AFeSr4quPEmvpFG0ctpprm4RIwY5bvjaQqMzDOC3GckZA5OK6RvH2miASm7VVPTccH8uual80dLFXR193qc17qJFuzRW1nnN1xjzjkN5f95kUsufuqzknJULVGW8EzfZIFCW8OC4HdsfKCerHBySTnn1JrlrPXdQ8UvjTI3g09Dtkv5k+UY/hjU/fb26DvxXSRQx28QiiDBQSfnbcxJOSWPck8k13YTDybU5qyRy16yiuVbjqQ80tJXqHnjTSUpo+tMQ2kpT0pDQAhpKU9aQ0DG0h6U4000wE70006kNAhvbFNNONIfemAz8aKCBRTJN6ijrS9ayNQo70UdM0AGcUUUUAFFLik7UAFFLRQAlFHeigBaT3pHbahfsvLfTv+mT+FOxjg9aAEoopcetABSUvaigApKWjv7UAIf1o60e1LQIQUGiloGJRRRQAdKQgMrKc4YEHBIOCCDyOR16ilpMUAcf4d0tPCPi+5tdGywktlZXuCHMIbaSSABvORhRwO56c+t6XqFyIB58hnY8lnOGP5cfoK83vLy003xHLd3UrbTbQII0XdJI/z4RFzycAHqAAckitOPx3bQNLG1nEWhYJJCl6GlU8g5/d+WSMcgOQDxnNePiHJTdnoj28JBVIxileTOyvZPtErSMO3A9MV418b7XfaaNfgjKvLbsO+DtcfqW/OvULbUodS06PULYSi2kJX5wAVcdVbBIB9s14r8WvEkeoanFo1u25LJ2aZh08wgDb+AHPuT6VjTv7Q1xCUYOL6HmwGaVTg+x61qT6HNZ6e1zfSxWjsoaG2kJ86YHodgGVXHOWwD2zWUeDXacAU9HCnkZVhg0zNFWmB0/gC2guvG+mxXOSiu0oUdHdFLoD7FlFe7depznv614h8N0ll8dacwGVgWWQnHRVjY/z/nXt4GMD0FdNH4TkxHxIOKTvS0lbGAGmsAysrKrKwKsrKCGU9QQeCPY06koA5PU/h/pN6xks3l0+QnO2MeZFn/cY5X8Gx7Vzs/w41hH/AHF7p86+pkeM/kV/rXptJ0NYSw1OT2NFVmup5XbfC3V1uBK2p2FuM87WkkYfTCYP510ul/DrR7Kb7RfyTapck7i0/wAkZP8Augkt+LfhXX0lUqEFrYbrTfUaFCoqKqqiLtRFUKqqOwA4A9hR2paQ8VqZCUhFLikNAhKTvSmkpgJTadxTaAEPWkNLSUAIaaf/ANVOpDQA3pTTTqSmA00hpTSGgBuKKMZopkm7S0gpRWZoHWigUUAL3pO9LSUAHejPFLQORQAlL3oxSd6ADNFLR2xQAnHQ8g9RUcMokV1Gd0LmJweoIAIP0KsrD2b1BqSqcqNBq0F0mTHcqLWYejgloX/MvH/20T0qW7ajSLpopOoB7UtUIOKKO1FABRTHBIUqoZkbcBnGeCCM/Rj7ZxTgQyhhnB9QQfyPSgBaSlo7UAFJS0nfmgA70HijH0ooAKAMkAdzilxzSoMyIoPVgM/jQB5h4nvEuvHDWqKSgigVnRzu+ZAzbSOhwVGP9n8a5nckN26xs5CSER4cgsM8DI55wOner+qpayeN2E1qslvcRxSbWchkOwKSGHIO5T7VRtNQazut0Vssl0CVSUschgchgDwPToT6YryqmtRpnr07woRnFWd979ktLfP5nd+D/F8HhvUIVuWmuLO8RvtXnAEsoPyhhwC6euBuBI4wMc/428B6p4YnvdSt7NnikdrgvJMJJbSNm4DAcFsnBcFgD3B5Jb2NomDrksay7d8Vo5YKCVPLbeWYg5xnHPJ7V6tZ3Vv4l8A6fLKWlhiWTTbp/wC8u3bn8V2nvyaWGtJ8r1Z1ZhDliqijyrTR77du29m9bWv0PmF3Z2LOSzE5JJyTTSc/hVzVtNn0fVrrT7kYmt5Gjb0OO49iOR9apVqeeFLSUU0B6P8ACMQnV9TZv9eLQCMH+6ZF3Y/T869Y571458KVJ8WSnPAspuPXoP617HxXbTfuo463xifyoNLSelWYidaKWkNMBKSlxSUDENJSnrSUCENIaWkoASkpaQ0CEPWk7UppKAEJpKUmkNMBtJTqbQAmKafWnGkNADaTtSmkPWmAhppp1NNADeBRRn0opiN6iiisixaMUg+tFAxaDRRQAUlLRmgQCk7UtBoASlpKWmAUjAOrK33SMH/P6/gKWikAHk+5oooFMA5ooooAKM0dKKACijqKPrQAdqSlxRQAdqKMZ60UhiGj6cGl5opiPI/H+kSxeK7fZGTDeIxhAAC5DFiM9iCx49MetVoIE022D20wF6CcyMgIQY4xzx3yOvFd54/0yXU/Ckht3K3FnKt1GB1bCkMo98HPvsx6V5zpmp6fd2K2jGVr7aWaWdgVkG3GzH5859PrXkY6M07x2Ppshlh2/wB4lzbavvored+vToCXqTXsMEoS4x8yvKA4Zs56HPv1r1H4carJeeCNVWUxh5L2JyiIqBQ0YAIVeFGYzjH92vHdRh+z+X5a4TkqwznPGAT7dvaus8F6x/Z88EskhFvOqxXHoBnhj/utg/Td61WDhHmvHqRmlety/V6sbOLe21rK3rbWzfc0viT4Tk1S3Gt2ERe7gQLcRIMmSMdHHqVHB/2cH+E14/ivqLDRyd1dT1BwQR/9euf1bwToGuO7T2EcF1Lkfabc+UQx6MwHytycn5cn1rtnSu7o8SnVsrM+fBUnlMcYB5rsNB8Dyau85urhLJLeUwyARl3Dr94AbgOPc16Zovw48Jww/vTc6g/GTPOUUH/cjx+rGuJ16cXZ7noRw9SSutjzP4bWOpSeMLa4tLZnhgz9rc5CxxMpVsn1weB1JxXtfO0Z5PeteCG2tIEt7WCKC3X7kMKBEX6KP59azZ4vJcr/AAnlTW+FxKqNx2ObGYZwSmiI9aSlpMV3HAJR9aCfSigQmPSkPrS9qTqaYxDR2pTTaACm07vTaBCUlL0pKAENIelLSdKBCGm04ikpgJTaWigY2kpaQ0AIaaelOpKAGGkNOP1pppiGnrRQfaimI3qOaB7UlZGgtL3pKKBC0c0UUDDrR3oozmgQdqSlooGFFHfNFABR70UUAFFFH40AHaijFFABRRR3oEGKKKKBiZ5NLR3ooEFGaOlH86ACkpTRQMVX8tw4Gdpzj19vxr578RWL+HfFl9bw4UQTt5eBwY2+ZfwKkV9B1wXxN8OHUdLXWLZCbizTbOAOWhzw3/ACef8AZb/ZrGvDmib4eo6c007P9TlC8WraZG6rFHlAu1VxgjoT6nPU/wBOmXpcptr1LWUhIJpAu9ukRzzkdx1PHNR+HNRtIFmtr3zMyAiFlxhZCON2f4cgA9+c1Y1G1YO1xEcoTuJH8Lev0J7+9eTTUqM3Ho9j6jFunjaEKq1lFe8uvLfX7n9yep6/4c1Br7TFSV0ee2xEzqeJEx8j/iAQfdSe9a5G4exrzr4ezLBcW0JvC8lzFKptxFhUQfOh3k/MQVIxjgE8nNejZzXrUKvtIXe/U+dzDDKhWtFWjJJr0f8Awb/LU848bw3nh3XE8QWWTa3rBbqPOF84DnPuyjcD6h63PDfie21FFaN8Z+8pIyv1rpLyzt9Qs5rO8iEttMu2RCcZHUEHsQcEHsR+FeM6rpV14K8TRokxeFwJYpBx5sWSDkdmBBBHqMjgiuLGYa750dGCxVl7OR7taTFjhjketTXJSSMLjntiue0fVEvLaKQNkkDn1roYlMzKqqWdiFAHUn0FebTlKLutz05wUlZ7FGeF4JNrYIYB0cdHU9GH+eDkdqjroda04W+lWgBXzbbKzAHu5yfyJH51zxzX0VKfPG7Pm61NQm0thKTNLSdq0MhKQ+tO7U2gBM80HrR6UHpQAhpKKKAGnikp2KbTEJSE0tJQIQ0nalpDQMSkNLSGgBppKU0hpgIabSmkOaAGmkNKevNIaAG0Ufj+lFMRu0tJ9KO9Zli0dKPxoFAC0UdKKAA0UUUAFFHSjvQAUUUEZoAKKKKACjtRRQAdaO9Ndwi7mB2j7xH8I9T7fy+nNO96ADueePT0ooo+tABRRRQAUUUUAFHeiigAoowKKACjp0/UZ/Sg0lAHl3jH4bSm4fUfDkG9G+aSxT7yHuYh/Ev+z94e45rDtdXiujFYTWjQXcRMYQx5MxJ53d93bGMV7aRmn+fLnPnSZxjO85x6Zrlq4WFTQ78JmFXCyU4b/n5PyOG8F+FLzSryTUNQHl7UaO1gLfNhuruP4fl4CnnJJOBjPbUY4pMVvTgoR5Uc1etKtPml8l2XRLyQd65bxvoUOrWNvcSTR2/2dyjzurFY0YjBYKC23dgcA4356A11VUdYjEuh6ihGQbWToPRSR+opzipRaZnGXK7oo+EvC4tYUjGvaTcJn5fss5uH+gVV6/iK9O02wWyUCMGFyMNNMV83HoqjIT6nJ9jXj/hDW5bbML6nqAgB+S2W8ZIlBPPU8/QHvXpFpeMwHl7EXH8JyTXmeyjCV0eq685xszfvbeCe2ktw3yupXuQM9+ffnNcI6sjMkg2upKsPQjrXXLISMlj/AICue1iMx6lIxH+sVZOnqMH9RXXh5a2OLER0uUDSUHj/AOvRXWcglJ1paTrQAU00ppDQAGmk8U48mmmgBO1JS0hoEIaSlJzSUwENJxSk000AIaSl7U2gYHim/wA6dTaACm0p6UlMQ31pppx4ppoASijmimKxu0UUVmWLmigdc0DrycCgBaO1MjbcgbHPII9CCQR+YNOoAO9L9KSloAOgHOaKKO9ADWLg7kBcDqijJPuPf27+xxlQVdVZSGVhuVlOQR6ikCAE/M7c5+dy35Z7VXnYWTefl/IkkVZUXna7sFV1XrlmIDBepYNjIbMt21GWqMZOAMnoAKQHcMgEf7ykH8jS1QiCG6iup5IrWa3uHRB8qShvm3ODnbk4G3kgHFOxK6rvgRW9Uufun2JjH8qjuI7WWZUngtpZY1UwiWNGK4D427hxgKenYVPEUmBeNgyKcbudqfXjjj8ai/dlKN9hIjOOZREMZwY2YnOeD0AHHpnn0FCnapAQ4VmUAADgMcY6UvnQkAiVCD0IYHI9acCD3z9Oaas9UJ3WgwP8+xg+du4ZTGRnB6ccEjP+8vrTzwDVcxEqZyitcAbl/wBnA+4p7AgkH1Jye2LAIblTlSMg+o7U0DD9B7imq5bOY5EI/vqBn3BBIP506mncDwq/Utj9MGmIdR+HNAzjnGfbpRQAUcYoNFAAKO9GKKADqKKKKAEzR1petJQAUd6KT60DDrSHbghlDqRgof4geCPxGRS0ySTYOEd3P3URSSfx6D6kgCgR5lvbw14jntz5xjhk2qyfMWj4KEjv8pU16fousR3ltHJbWt26MOGkjEK49fmOT36Ka4rx3Z7XsL/A3NugkIHBI+ZP0Lj6D2rd8LXhntUbaxPRm3bs+/Xg/wCFcNSNmdtKV0d7bM74L7RjoiHI/Mjn9PpVHxAmJ7Z/70ZX8jn/ANmqe2LlFKEAgg4bv6g+lLr0YawikAz5cmM+gYY/mBTpO0kOqrxZzxH5U2lpK7ThA0lLTaAA0hpeKTg0xCHvSE5paQ9aAEPFIaU0lAhP50hoNIaAENJS0h9aYxDSUUhoADTTSmk9aAEP5U2nHpTf50AIaaacc4pp60xMaTRRiigLG6KWkoqChQfajqKPaigAAwWOep3EehwAf5Z+pPrS0UUDClpKKBC5AopKWkMTblg25uARgMcHPqOh/pUEmXuoRscrCTP8gDZblE4zngtIeM8oDVikOASSB0wSewGcfzNJjQDGBjp9KCwAPKjAJ5Pb145x+FKR9etQyxSEB4ZGMqEtGrnKscEbT3CnOOvXae1Nt20BLUxprC91SWSK9EcReIK6LJviwsjcY27mOQ2VYgBW6k9LzG0slSO7eCJQgCRNM2DjBO1HIB5AOF3cknAzVyJW4csrAxoFK4w33m3e2d/Tt6nrTv3UJknPlx5A3yNheB0yx+vrXPToKDck9X3NZ1nJKNrISFo7qITQeXPH1Z1HQdycgdM9+evenrgHaAFPXAAHFRiOGXZMqKG+8r+XsYehHAI/w9jSrF5aIiuSgyGDAfNnr0xg/QY9hxjWPPf3jN8ttCUEqQR1ByKjhj8qJYwAAmVU5z8ufl/TA/CnjHSirt1JDmlpKTcOeenXNMBaMU3zF84xc7lRZDxxgllHPrlDThRcAo6UUd6ACkpaKBBRSUuKBiUUUUABpO9B4GeTRQIKTtRj3pcZoGkUtT01NY06awc7TLjy3xnZIPuN+fB9ia5DwfdmOUJJuU/dK7c49R+B/l9a7vkdDz2NcDcQnS/GV1EisFlk86EAZysh3AfmWX6iueutLm1F2dj1XT5Qyr055AyD+Va1zCLrT54ByzRkj/eHI/UCud0iYtCrEsc85bv+PfpXSQyqmC5AGO5ArmTsdbV0cbnIDevNIetIv3ARjGBjHpS16J5whpKWkNAgNN5pc+lJ0oEB96Q8UtN96BiHpR+FFIaYhDSd6X8KQ0AN9qD0o/nSGgA+lNPHNKaQ5x/9egAzTO9OpKYCGmmlNNNACH6008U4mmmmIT8aKSigDdpaSmltsiA9HO0cdGwSPzAI+oHrWbdiyQUCkBA5PI/nTYy2zDHLKWRjjGSCRn8Rg/jRcCSik4o96AHdKSjrRQAZpaSigBc00gnOGI4IwB696WlFAETYVY7eLKnaANuP3aDjP6BRxyT7HDy2H3/NtXqB378e/b8aCwAGOrlVHqc9PyBJ/OqtxM7Tw2lsQHkBZip5ROmePujP8XthcsdyS3Ye5KkjQpGk23cFCfJktI+ATtUdgP1PYDJkd408tpdqMWATfgkMegGM8/SopTGsTl2ZxIQpcKMud2QqqOvI4UZ6d+TROZGTEbGC5nYxROOTF3Z/cKBuIzhjtXkNyXsG5ZOdxznPfNJTIU8uNV2hAFHyg5APfGe3f8afVXFYKPek3ADOePX0pcckHIPcHtQAwpIG3Ryj/clXK/gwwy/+PD2ojdm4aNkf+6TuB7cMOD+h9QKfkHIHY4NB5BHPIxwaLARxuJS7qgC52K/dwM8/7uScevJ6EZk7c8UABVAAAAAAHpikOcHAG7HGeme2fahALSY+bduOMcrnj/6x/n+FCghRuIZsckLgH8MnH50tAWClxSgU7gUnItRECUNgYBIBJ496dmkOOuBnscVF2acqsR4o20/NJVcxHKhNtIVp2aQmi47IbxRxRSdqYrBWD4qs45dLbUAB9psB5kZwfnUsoaM+xyCD2I9Ca3c1T1a2+3aLqNmPvT2k0Y4zzsJH6gVMleLBaMr+FpNX1CzjljhjggwNrzfuwRgDIC5Zxleo2Dng8V21lYy288ckl+0pU7vLSIRoT23cszD23V5F4D8X2dhZPba5qnlzp90MGb+Q+h9DXU6p8RrZbFv7BSG8mUZLyn5EHP3trAL9C+T/AHa85y10PS9nZJyHWF7DcvfwQAqllezWqq3XYrsE/wDHRj/gNW+2a4vRfFMd94k1e5j029Y6g3nrbWqea3mgAvgEjjLSH6Yro7fV/OSOSXTdQt4JHWMXLKksAdiFVWkjZgpLEDBHU4NejTmnFHnVINSdjQz3oNFJWhiFJ3oPSkoADikopORQAGk6UHnmkNMQd6bS0lACUlLSUAIcUh6UpNIcUDENNpfWkJpgIfxptLnAxTelAhKQ9aU9abQAhxnmijNFMC1b6ibi52xj92XgLMDuADI4ZSwAAYNGAevXr0q6+2YNbCQRu/AfPKt8pR/fDFTj1GK4e31Mz22oOswS4kR5kkZQu138pwWAbjJ3gjorNwBuIrV1DV7e50a5cq5kV/PMETfOU85ZCuVHHKBB7queGGfPhXTTudLhrodHb3QuYVm8ryskqyNxtkBKsg+jgjPfHHrREwW5uUIwMxMDwASwKfzjXk/3qwZdXb+1r2G1jjmKwpeRtnZEZeAWU85BjRTtAOG8wZOMmB9cga9undsF0SKMxrksqtgkLz82ZJAAx4IDHgYq3iIJbkqmzqHmEW8lC+CgVFHzMWO0D8SQKS3cnzEODsYgvniRgcOy/wCzvDqD32+mCeUufEDCTT7UXLRpcWjl7vYS6lQykgc5dldcc8MFIPOKvW2u2sSiS2j8uyTasUDjc4iwgAUA/McRxqPUueneViouQ/ZOx0YOaKzYb0LbQSTukZd98ryfKiKqgbs5wBuC85A6nHOKWfU1i1G3iKmOMu0chkyjcgYbaeiqxUHdhvn6YBrZVo2uRyO5okgAkkAepoyQcFWHPpxVeK5iufMAw0aM8chzwSGKFf8Ax1/0PcUyG7ZpTAQJJFlEXyHljjg+mTgkjIxkd/lqueIuVlyjpVOHUYJmUI+WeJpVTo2E+9wefXnpkMM5GKWG7F4Jlt2/iEcUijqzHYDzxjf3zz26E0c8egcrW5YlVnKBWwd2SSM4G0jp07454/KiOJIgwRcb23OepdumWPc449hwMDim291Dd28dzCw8uVQ69sAkgfqCPqDR5yyOgRsgK7tt5+7hcfmSf+A001uFnsSjjgccY4/LFQghpSVYsz5CtxhIxjIX2LDr1J9lGJHOYWZXIDJlWUZ6jqM0wMF+ZFB8zAjXeF3DHyoM9+vXvnOMHA2hWY8tjOxC2AOBhQfoTgH86hkvI7dS93vt4i4CySR/uxkDG51yq/NkfMQOlOVxMsyI+Qygow4+WQFR9MOrj2x60kVyJLEXYQ4kiMm04yVIJ2/iOMUr+Y7E5YrLsIwdu78iB/UUwRlAPKYBB/yzcEjH+yc5X6cj2FRFBBLFFAI0iiLRbFGFQFTwuOBjy14xjntUqucRAjltqsxPTK5+tHMuoKLew+lzTd6ZXDZ3dyCMdOoP1FIsiugZGBUgMDnse9UpJiaHUU0SKxcDIKFQ2eOqgjHtz+YPpS7hu255Azj26fzouOw7vS5FRSMQpCkBzkKSM4bHBI9AcZ/xp2elA0P3UbuaZnr0ozzSsPmH7qXdmos8UZosHMSZpMgUzNJu9+KLBcfmjtTd1NzTsK4+mk0maTPeiwmxc0K5jYOv3lO4fUcim0ZpgeK69Ym28Z3tnH9miEEpEZnIIMR+aNT97cQpA6dAK1RYW0+nLcXyajL9nRgPI8poEfICYXACj1/i46UzxxEo8dzsVwHtrdiwXk/uwCffp+OKLq4D6XDbm4lQySCPzFG9FAwWG7O7gdQoA57CvNqPlk0ejRjKcbooeHRH/wAJJpQvVDWk8wtiA2whiCqyBhyrqSrA9fwr1t42+0JcXFnDdzgjN2kcYmyP4mRsc9eUY+yr0ryH7NPJY3c0SSqrkzwuhBO5SW6cHGFGCB2r1zTNQXVdLt74EEzIC+Ozjhv1yfxrroNNW7HLXTTuW+ho7ZpDSGug5hSaSg96SgQGkz60UmaACmk0uaQ0AJSH0pe9IaYCZpM0ppDQAd6aaU0h60AJTTTvxpp/WgBp4pDwO9ONMpgB5pppetJQA2ig8UUEnLK3nwWtxGjTtHeFZICclgm2QHP+7Jzk87PyzUjJ+0QyyXAFoskQAYMWIXd0HO4ALg85OfunkSySTwaZYzIrHfO8mJBl0iUYLsR13MpJJ6Kg96hFsLn7VerM2ZYZRHnYC78l1ckj+BlbPdSOCV4+cT1seitSSC6uTdbFlV5TMqxOmcOxAxuHB53FmGPvZ6ZY0JNHJbwvIttFEymaZzlTM4RsuUOVIUqcf322g9WNIYS2tC0ZHhBJgkAAQKcnIAP8Iydp5JAyevDJ45pLt7eNcfbH839y5YupAVT1zn72AR/Fnk9BPV3DUtazdZ1mzFqioYh5amNt+VAR9qA8nLvnJHzMSe+Ks289vlLa6/49ISI0MjjdGxGPLAyOSPLPP3WB5OCKrRzW0cHmbgUknKwcZZIlZd7LnA3ZKqMkEbWOccEVY5dOiaERLCJmV/LYSfvGyEIBwHwsbHpgbgT3BNwRoTXqvdDzMJK8zyxqgzFEWJQkA53AgjaRjHXOQKQyJeiV5Z2kngt287K71Xo23p8zD5dxzyTgHPWy6SQJOEgUXSJGkRUFlQ+WByPQvI2TjkDGPnOM+4uJE0yMR3LtNI45lcMZn4ByTgAbRkc8KM9STS97ox2NODUXg0f7HK4htVmEZmRcMrYVQF9MqS2cfLtwOSQG3+rkQWbsEi8tInbCbf3at+7I/wBvIDgf7A/HPLKkVqBtcRQ7HbZ+6ZxLIDubG4jpkgjKArjkVUVbm8mZnuHYlChlMnlu5JP3iOAMdTxgADoOb9pNWVybI0pPEE6PIsKyxsqbCgJVl4yM8/KeZiT1GXyByRLa381ppkUFpeKgLgwtEoY/62MjYMcEdMLkEoDnucOXUwt3HHKvlQvGmI0KIDv2/MSVwCUI57c9id1iK8L2kUVm6xXAgVEABXkZJG8ksB0G75ccnjPC9pMVkallqriGCzt32LBfNGhJLGKKWRcKzEdCXYD/AGgT9X6JrLXOrpLcRXH2ZopVQYKYJOVUDOC4DD5fYEckVzE0kBtbx7ORZQsYZJduwCRBlgExtHLNjPJKnB5rWvZInuNQhiiG+GVryNmfIiBZC3XB5VVAHfGOTjGqqyVncbitjqH1yG1f7Q4LQysnnJtJBkkLt8pJx8yFgcZydrccki65FZxGe6VcyIQJgwcNsk2yjg5XoSM/eJVjxXKXkDrZQTSgEzQMZCqAgK2wtjnHClF28Yw5yAQCrxDNlaF0EZijj2y8GMud5BxgHIcAjp342819ZkT7NHRXeupbapazpIgMqsZB8zGR4XWZiCOMblMfTk7j3yadxqSy6Fa2aM0ZaIRMocbk3Mp4x7ZIPA5AzgmshVe8kS6kmnA8lvJUP8saiMsT/wBdCwB4xwpzzUIla0mmjWU27rBGFBCiN1AAB3jBHDqcAA/N1GCKmVeTvYOVHXprUbXF3czP5Zj2SskK5AULxsHfIIODxzVWXW3jgNvcohZY1+0upJxIoOe+eQwHQn5F7HJzJpkt9Me48t450EcMqAZY7Q7RrjqxbzDkdAIiM5KimXdyYEikSJd10TcAxoD5jYMflD/cBYE4GTt5wxwnVk767lcqOgk8Qo0SSi5jiiEcbfvBvA3Kh28D728JzkDAk7irUl5JFbpGoMkilA6hgcASSxldwPJLbU9AATniuIhme3s4rWafFwsTKg+8rsXIRt/puP8AEcDaPWlgvZZr2IWkCDZPhFkXGH+YJJnqCGcE4G3g81ccRK7QuW9jt7nWIYL60DTecJXWOXyh94ld0JA6gGTOM9mbJ45u39x9llVdrGWNysiBCxCE8Arj+IxqAO+T2rz9Z0JcXyFgUfcoZSN7RrEp4Jzt29u5XAyObkN7c2d2YpZRIrMzwSHIZJDvIz2ORHliDksV54rVYp2ehHs1c7GK6RIpDKSFhmhi3HqVEqr/ADBHuee9XGZTET5u0EYEg568Aj16g+9efx6pNEY4bebO2TzdobOUKZUA4G5gwyBjgkYHStqTX1SGK7jGyK0kg+UkEIpQAhuc5yWX8D0UcaU8VF7ilT7HQJcB5Y32FfNJhIPUSqNwGPcGTHqFXpmn29wl0m+IgoWKqR/FwDke3zDB75B6EVwKarNd6cFv5okt3/fSGSI/vljHKAdskcsf4eMHLCttdejgjvHaYHM0ywmZ282ThwjDjAIVo1I7eXnAxxUcVHrsJ0tDo5ZQLWV0bpDJICPZTyPxp6uGSJgDiRQfzXd/KuQTXvMna3knIit7V4QgjG6f5GYnIOQcRRjjjBbu1SJrgtrK1u2RQWZUdfNAEmCh3KucKMiRQemCwP3d1NYuDF7JnVNKA6rkDJK8nuBkfyP6eopHdkRiQBtcAZGOCyjP6k/lXOX2swzThYUe4jlCqgU+5jJx1UhmVjn+FR3CgXE1+O4RmZ3n3p5kbxR5eSRWBZNoGNxOCvOCrIeM1ccTFu1xOm0jWWQC4lgx8xVJgfVTuQ/+PID/AMCpzbmUiMgOQQueme361gvrHlX0HmK0hRmB8kFg8EgVuMgE+W8fPAOA2cY5uR3bzlUjcrLIU+YAFdjgqGOcDb9w5yOWJ4GaarxsHIzRDh4hIvAZQyg9sjgUiHh8kf62QD8JGUfyrk7zxGIbk4mVrVxLNEJG+/8AfZh2IwyKBxgmRsDjAtS6xHbwSB43bzFmUPyNrGW4kVcEckZTnIHzgdQamOJgwdNrY6B5As0aE4yruT7DAH8yf+AmnnrzWYLyGS/mO5QjSSq0jjG0DzEXA/u4BbPfce4qZb0yeSdj7sDeu0g7iB2x12sG9PmHpWqqxYnBo4fxfZfavGatiYslpAyGGZVfGDwFY88hj9evBqlcFrzykOlSxyC2+zzvNA8TzjK7W+QBQw2j5mXvzvKhqveMrOK71qC5kjUxGE2omGGRCmGBbPykMsq4xzwD3qxp9rc2dqk6/YpbPJXzI44SVK7Wb7yBsdF3ZwckYNcNSScmzrpaRSK+n6bPrWsQWs0EcrxpJ5cVo4K24RdpTLsFwBtUn5toHduvU+Gig0yaGJkaKG5dIzGSU27VI2k8lRkgHv17022SdjcyXKjUNXZ5bNIGZWhiRGGFjt4/nlzwTkLH0yeKTRnks9MvJblt0guJZZTuDH5Y0J+7weAenHGPSt8O7Sd+xNfWJtFtuM85ZV/Mgf1ozwKimZNyKXGUuYQ3PTLginKwIAyOw69/Suy5xDjSGkDAhSCPm+7z1+n4UFhwMjJzgeuOv8xTEL1+tMVw6Bl5U5wfXBx/Skmc42xkq7kKp/u5BJb8ArH/AIDQAFUKq7UUYA9AOB+lJO43oKTSH9aUfeA9+lQrIFto5GJIKryOc7sf4/lTESUUHqabnOfbigBaaaWkpgIeKTNL+OKYhJjXd1xgn3HB/UUAKaQ80hP4CkzkA9MjPSgYlJ0pTmm9KYgPXmmmlNIelACUU2igRytzBHdXVxBDIv2OBIbRmceYSgDlh5fy73aTkf72RjGahgAiNv8AZo2dxIUEDOFRQRtY56FiqsGbuFKr8tETpbxJJGrO7yYhxIxXPCE5bkMVON3YBiOgqDTHiSKbBeYx7QJ1iZd6uPlGBxgPtUBcbi3PANfOK56As6PZapLqrys8rSRy24ccxxr8m4nkAkHC57qTj5RkvVmaWNJv3E3lNkLGFLkA+pIwScnPRQo6tVm/sZ7i7+zrII4Sw3qAAwIwoIwAMAlQBkZ3LgFVpVlmlsh58XzzqG2CNk38+UqrhQW+XBHTAP8Asin0QEEiSvLHE6BA++WOYPtjVWG0ouOSgIJY4JxgHHzMWXd3cW12UDrEzZSB85MSA8BTg7m4DseM4GeTTrueKKZ43V/tNyUSaQkB40cZz/sAY6Ek8gnG0KG/ZCoWaY3Cm3k3DaAHIWINgHG7ncD6AfMfugU12Qehd1bVDd60ynBPniRSF/1ZBjWP5vToD8pwce5ouJUku4btg26KTmFch1d1YjbgY6KCvTPXGTWcl1IjR26hraOUAS26EjepGWUjOWU4P3jzkZyTVuV2Nh5UySTm4jIlQMud3zFQOc7gQGUKCBgr/HtWfi0YXJtp+0RRPEWtGYCcoAm+Fl3gqvQEbQw7ZBHQsKhOjjTbi9huriMKTEpZVZ2kD5G5PXcmdoP94Zxt4sXyssM13CY5LmQx7ZCDKZSQ5OWIAO6Mr82MEHfgMWASdpL5LOxTzfMjj/0ckcgK7YhYnrnarD+Ib9v8Warb3WPqZ2ph7u6S7DIiLI7QrCRw5PJL4GSEVWZsccfdyBV3TL/7Lp11JCiu8sbJ5cS7xMDkbEO3LDCA9CDtYkkHAoWdu+o6jaqy+bAkxLnOdsfH3RnjOD06k5OeAJbWZUgWXUFZI4zGI55W3bQuXLg+g3JtUH5g3P3hSWoLuAa0F3CIo/3krssaHc4kyxBLtgAgEgccjgHABJfa3k8lriQzncod1QYJZioPU9cLGM8e3Tm1BALCWa5lji8ve0OXCuNgGVjVeijGz5gOrDHrVfTN6yRyJ5yyqjFsYXy3UYBBGclSdxJ6Yz6mp6gy3JZxnTbgTM32W2kSGQKx34UKd64+8SZIwF6EnJJwKZaKJ5IpPMgWSHzJjEjfLH+4UY+pZ1Usef3RxwBUjEz6clsf9T9nlJZgHVd7oqb1GTjC/UED6UQM5aaUQR2k16zSvaQw5eMbQ6DcSNse4k55wFGA3Wi4Eu1ZLxNPhZ4v3zSSKwON7pv4XOVQYI35yAznHNSXVmwu57SY7FaSONrxzk+UCq7Rn5TIWdst0j2uOxNOluYYbS4mklTz9SnENuFUKYYTGryPgcHd+7XHGA56FmqrLabrgpPLCiySMzRKRsLDnnOcsQS+B3J5BYUP3RlO5kaCa4DtMdyIGG0hRKhIXCnJ52Bhn+9jJ5p5awFk9qZfLgwky+a+1dsihnCtnscFemdjA8tzG9u8U8f2iGQWsTpIACMllAbYAevPykEcAqeN2C2wSSOO3LxyRQtNhNqYGNo+6rcHPTnIKlOndaoRC0yhbeJBho4lD5bPMe0/LjsT5QA77C3fgVri61dbzKsly7K/mDG5Su6QscfL8nOeTuHPWlhjeeSNI4dzhAGQDcuxWJIJwSuPM3cHHBHQVdh8qG0NqGVSVyoDb2MePMKsO52b2x3IA64FF7O4jRtSiWNxbToP3wLSKV2ndlXLMGPHzEHpt9feK6g/drqE8joFUvsRixDOoDEH6xFwDyGXPPWiC6UWjSyqd7qpjAbO6UMpT5hgN9057DyyBzmmXl81m8kKTSNa20Kqx3B1aRHxnruU7wg5ySGYHtlq6Q79xSXlhggkVIYEsiZijKHWWSUbWGTwwAVAT90Z7bc0J/NECXMVuscaySssSIVWKRBsRT6jcD8pyML27vQO0kDwsqwJGu53Xl5GwXKqOAB83qqg4GTT55jPZ200QuYkllkiaJF25lCxuMY6Ic7tvX5mHbNNO7BohD+ZdwRQzgRAwojk/LtLsjOc8kbZCMZxy3rk2gscktpHMscrz3cE2CTlIi3+pY5HBXbkexxUAt5WQLFcxq6xPujmOFhQSOrhuen3hweRtwMgCljumHiotdRA28N1GxYDcY9spxwechXYnHJ4PTIodxX0Kd4JHuJDCVRy7xHr94DABGDkBlBHGecepolbzLIweY4TaZFVDtEbLljGFbg84OOOVHc5qRXvbS6nhtnZ5I5oZ28o79shy4b1zsI56DafakE8Be1aWPaYSrDKKQ+4/uzgdTn5vT7xxmlqkBYs44V8QSXkl0FiaN7pnSJim4gnJB5Ch9ncH5hwOxbx3eo3kVpCnl4ykDC63Fm2yPvBYdBsB+btjkdaoW8zRtb2cdmizq0MXzsVKkMAwHOGDEk5PIIyOGwZY2M223hMqpdwPCFZh0VRtAUZGRn6gSEZHUUBctXuZma5ic7rdtyTwS7lMiyNltzDHmHZkNkZXkjrU0t9FC1pKGPlhCoAQu0cZQxsWLdMBlUDoT83HWqk8cclkojmSO1s5GkUj/ltKwYNI5J+dt+BkcDb8uc5NIyTC7lWJZYLYols7FgxZNyFgxAySPLGQO5PQcEvd2QzQWSV0spl27JpZF3jgKyDIUBcdQAcY6uPaovNLWEIW6C3FxIcQhtiiMRFtxUfwlt5GT/B75qnZXMaxqsURijeSFXHnfMdu0O3qqnf9Dn24dc36yDyyoa4iBBkcFFTOANoJAwFBAzweOBjlJW0FoXbfUJ7e6QpHIsYL7cvvYKVV03Ln7wZkHJwCO/zCpDf3T29vHcLC10ttE6IknLvtCYPPD7V6EcnPqoqC5uTPftMlyqIhCGOPMJM6oh+YdCxYsue2evFUbRZru4szGmLoxiQbZdpK+WNxfJwFKKcc9nGORVX0FYt3N0rksZMmNZX3zKBvbyyEOQPu9iP4X9uiLeF4FiaWRxHEY2cSEMVdlZX25KhgFA4x8wH92m3bJeNLskj2tDH5XmE7VV1BUZ5wCQvU8HjnPJbGcNJdkJJJ5eIY29GGE3kcY5kIXHRW4yVpXfUZuyavqUOgtDHdyra3M0T3Rj2xu4aNByfvDOcAnIBABGWBbOsdQtrG2aOVN8Eshje2KkghNrMmCfu7vl9QobvzVPULl5jHBGxKiNWeUZKbFKqQ44XgQkHnBKjHQYddxLcTabJcsQqLukAO13LjdJ8q4JHqSVGTz70pS3BmrDrt1GbO5N1LPJBLFLNaxkKxRVx8x+6zMqk4z0zwMmrqa6n2dIDcKLhUlxKuVX7hQSDvwSu3vhs9VOeZmnhFrbi4ih+ZY9zBVCxhvmT5ejIFxkY5YKTnHMUkW2eE3G0SSGRQzKRsLZO1So+bKbT1ONy9M1qq8kQ4I7W6162MciqX2mMLCAu7a+AUPpu4c4/6Z7Rks1OHiC3GpsisshU+VEI2BDqvzMV553bOOP4VHc1xN3f3S3Fzp40+SJoMmSOU5ePaqqQc8Z6ngDHXtWRcTyXEsKLMzgj7zjYRGPmHI5ByGPXPC+lX9YqMXIkegWWtpNMs0pPlMkUPkxsrEB1UtIvOTmRI0z02lScEmttr1TNb27OollBZZlI2KVJxkZzkkEYxhwr7TjgcBc6isep30Cz5t5JE811TCyomdxXPsqELnJx64q1a30UbWrSzMZRCSzOFK4jjOzywGJYDlixwpDPgA9bjiXFWE6aep2dzfRojsshQCJgzfwxEsqhiT6En69elTJtkuOEIS3UIq+5XnI9lwv1Zx2rzu11Oa5kEKS5N26wlVLE7ihjy5BwTsfAwf4RzkMDsWHiQrHE9xHlVXewfO2Qqp2qxB+XLb8nu2eOtaxxS+0S6Wmh2CkBIgDwwUJk/ez93H14piyKHc71CFfM3E4Axw2fbG0/n6Vg6frkCW8sEswlWLyyokk278bd+QQD0yAR1yec9ILbXxdmCzhlSV1lZmmKkeYFRsLsbDAhi2c46Lj0q1i42F7F3OmDAoGOUBG75xtI+vp+PSozNmFZVRirQiVeOSMA4+uCD+fpWJDrR+zPbx3FvJNHGyxSzfJFdKoVSfm4X5Tuwe2OzkitFqdlHZW9ozlIgPIeYc5RVeNpACeGwy/Ked6fxYNX9Yj0F7JnSTSujvEiB3VWO04G44bbg9vmGM9KrC9QXMNtzvmebqOAF3MB9Txx9fSuYk1GWec3EiRwuLZoZ4mYttIbZsOTwVfcQDncp5Po201vddy3AlkZd6zhejACfazDJwDsI4zzk8Dg1l9Z94tUlbU7Cc/6PKB1xt/E8f1p7H5m+prNe/tY3a3Q8RyKvHAUGXdjk45HPXse/WwLkGbaRtCM3m54KgbQfqQXGfbB710xqxfUycGifI3hP4iCR+GB/wCzCmhgyhh0Ocfnj+lZlnqySXMcBIEhOEyjYy8ke5Tgf8syTkD+ELVv7SkdrbFnyHCgHgZHB+gJBHtzk8A01UTVwcGidiFBJ6DvSHgkVDaYuFWbepBOQRwN3Q8HnjGAOoGM/MxAmP39o5bnp7dR9cEH6c1SmmJwaG0UgyxYIASpw3scZ/kRRVXJ5WcJcTRQx2JYOUnRkniBCs0kbMFfk5Q+W4Hy4xtxzzWlYifyoRNIq3V+xmKp8pgtvvMx7jcFwFHAAbGMkmhbR/a50TYYrKEefPhcMIsRtjnPLsvtnd2GQLkeb2789oEf7Q5jieNTvcqqAx8g8APn+6T06V87J2R3o0QpvLCby0VGFoGYyHasfDDLP7GV27n7hXsazWkR3MqkoLqHaGVCHVfvFnyMKCccZJwcd81dDTvG8Mc4ldp9soVt0ZJI3AN/dVfLDN03ScZ4YQ36LcXo/wBQhuYVhDsNvDbVBxnuuSevTAx85L2VmMrWcBmlunlgLSTK8ZbGFBZGIwDyRlUPTPA/hqO5vGvJzKklySN8kczErvB4dicnG48Y5HIwOQaLi8LvJcEh4pp0ZIoyIhIyvlWAAPBRT83A2gnqQAz7dERLqN8ks1sPLhgXbhJWAb5ioIwgw77QQWJPIBJpWbF5DthghsYgIWuZUXZ5hPG5WweOdx4A9Mn+8MQz3KXV5JNbgN9kndrZVXJJYoFVQR8+0+XlQB7cGrXmNPetdB3mZYiEl27AzlmVFCDAI3MvJB+8fQVFpkl2Le3vZSrXjB03knLbnyJABjGAHAJ+7gEdBR0BGnA0oR5Rbxy2ds8cczjC+Wq7SO3zE7nLAkE4k4AOKrrJbQz/AGeKaPf5O8xxr8sgIBjIYscBnYH6BTkk8U7u4NzpENnGHhshMJGJlK7hxvc55GVZRz0VRgdanW9vGy2yOS8jWKZ7YgGJWeQMEQE4B2hCSMAAAEHnJa6BMljuorbL2zLPKTvkfytjLIW2hxu/hPXoDljnHAqNL6edWg8zM6gBDHj5g3OeemAu33GF6AU2IQm7ma4umNlbwCVJHQFlLMqqoHUnarfLwABu6AGizlt4tRWNgYniEs8fmvmTjcDGrAAYXBJJAOR0BJUFroHcT7XH5NoLkuyrDGxRcZxhVCgt0y0f3vU+g4ZdM1nMY2aZp8iRDEGTcSu0nBHBOACgIwQw6cBjXVx5VpHCwS4iMduxAJffw77m6EEyN7/IxJxwYLt4hJap82HLZkjDHcSQ5wAfmPOAc9DngnNHURuWrtKb3y2L2pkSOQBxyzbyiMD0AO3jOOG98JAYoYAt5585JjYxgkF26IgLDurKc4wMA7c8VivdQ2tzK4ijZ42d9seWVlaQgLj+6pYnJ5y3XkY1bq7iiuTcR3LEl/L+f96Ad/yhQMjGC2XYEk7ip5FLoMBLJeJbQyEhGkklAchsxPtDP82W8xmZzuwe2BwNrpr4qkkSQJGD55nQpwQrKxVwcnJKKWHTChePmzDayi00u6Z7Uxxu88cTtnc8aFSqgnIxvJz7HHQ7hXKbNUFrCZD9mV4lYR/ICVkYMTjB9QOARk8923d3G07GgJHaRhdFhAkPm3CSDOdzyH5hjJLbwDj+8w6FSH3N9NebL+OEw3Ma+asG3JBikwNxA4C+XkjKj5uOuaxLnUHnljeOGSO3mjXyE3Ya3Cqfur3XcxIzyyv+NNPmGxYxQFDahbdJZcnhXBZiCTwN+eOhY4zg4LdhJmhZLa2rPHFCwD4WC2+/JuJ+YHpxs3A9PlUAck1Na3iw6ZaSxGWT50nKNIqh8EBBwerMcnBzgbvUVThkUxyoY2UfIi+VJscblRRGTwASHfd07c0hmW+kFiRC9zJc/vGVwRvZkRUUjG4KGTpjjzD2qbNsdy/JbFNQNu88rqGQRSMvREY7H+UABGBJDdyWPO7ivfNJeLNKEAlS4Ep3sAwynl7UHBClkGe+V/Go7i9e6unnhmjELT7YU4ysQdgmEGAeg4JLcYXA6wyvbnascWGYhoJZJM7gy9j6q205+9x3xTYtDQuUkjWyu7maV2axaIRv8yh9jYB4yAY/mAOCN3PpUFnqssd+sE2UM87tM80eQ8rjG4RgeoxjnHy5Aqtql801xLaW8kSJO0bTMxJCw7R94D+AhFYjqBgVztxcAyXsIWQCOLdtBwrjKDBB24UqEOcbiQM+2sIXWom+x1Mxkl0u+WyiLBDteVnDu7kq2Seh6ybTzzyxyVIt3Mn2mcyKtyoim8+BlcuEAfcXCfRyDnnG3oOK5i31OO3svL3xNLceZMY2x5aIYyNh6sDlR8ucNlc1a06/1C+1C5lMyyKQ0eI2I+Z1zlU4LMVRhnB+bGedtDptaoLmqJnmuNWuZ3X7PFIlqYowFLOysBGjZONxLsWB/hJwMgU65t47e5tzAkZET+XvjBOCoGwJxyxVGIzzhl5yaxI2k0y1/tGC5wswadZMEc+ZgrjudrKen3TnkE5vWiCzt1a7aZrRkXKSSbzcyNFhimfugIyktwR8q9cUnEZoW01vb6nY3FxK6RxwMDOq8L+7L8YGWZm27c5OGXgFarqssOixMYAXiIaR4QWWEN+7y3PGWUgkEnJ7Eiq6wKq2szWSJcPK8UQd98gXaoRXHVdpU84BZSRztOJ5Ly4to0IlBEhS4PmxEgQgFVUjBzuJl3AYBGMc8VAIqzRSpbMzqhgVs+XE2cbgATnA27WTB9McZzmpLm2mhtDfywxpALiVnXzNi+aQvRfTbIg46DjgmrUbRRW72wtmAhuTKtvIwdXBJb5m5LKCVIJB3KWBznFWpb5bzRII3jRo4i0VuMFWkPzOWPZTvkLEkfMVTgkLhaK6C1zOWSU6dPHMrxTbpERWCjPyfMX5G35MH3Z/Qip2tkh/fw+X9pRZFMvmEhmJJfaOisB8i9N4DE9RU0rgwW4aG5kjtUQtBLIMsirw7YXBKkqpPIUbeMtxaWVmuo7ZjGZPPaOImMSiTaAXcknkszBvmPIRRxk5Nb6DsYN7aTf2nd6VbSyf6Q/mRhWDhVcJISMck4bJwOdq4wcCp57jdrlq1qGjhgR2QAlf3QLgPg+iMjY7c9+KvTzS2rKqqGuDBtlLFWkJRzGQe+7agYAYA4ODioL22DXltNFGs/nKY5cDARAnTAOCy+WSx6koxycg1pe4rEMcUT2cSYkjmVZLU20hzvk8yNgZDwQuJHf1+XHbNJE2NInurgKJLmdo1UgFyuzaGKHIB2NKVGOM8cgU82UxleWyYSPNIuGOSbksgkMfzDJAXPXbnKnJ7x3E8T6dLIJTKrs06lOm0blxkAHOG3FM5AKjOTxLva4hLOaKQrcLDvjZmZkSInKnG/ceCQRgk4A+8vHNVZGeaSWK9Ul1leUrE20tIpfaMgYTLHPQDCqcDipLRZIreGKaOGN47qOCKVZQkhCjLZz8udrg/dycLnkEEcr9mKYU7lkgCxcvKUO9MHB4xtHP90dd2afXQZI0di6me6WWT7Q+9YseX5xC7RgnJIIUluRzkc1Vu4Jbm4sWJZbZUNvA4kGXcpubA6YJOOvJIBIqSaSa5cJAh8hiLeMpJsUZZXIUdWxz9N4wMVYvrZrcWsaywebaRMrPGQMSOcjYe6qQcH7o2N0zQtNQLlxcYfU78xmRJ3Q28bxZ3qSNsYHbMuzI6lUIPArl7kCyugM8WzmFxE2GkIZizA87QWGM+n1rqLDLSQzlUNxLPbgHDLxho2Cj1P7xeemR35rIsBBDE8gmH2jJEpChjIjKznHBGRkqd2cll6FacZWVuwigt44tTBaRskygmSV14ZW2kg5O0Ku3hjknNXLIBbG71E7HaWZbaEqANzt+8kPbooRTn+/0HNORU+x3SFGuFeRZGmuCfnYhSm7LY4XfhfvYYselJeSXAltraUTRRlHVlbarR5U7gFUDy9wXOMD5do5ANO61C1hlu4QqZSyJscKnlfu418zdtwSATvJbBZR0z6GQJcuba4ByWm3WduZP9bngkEYQYIHzDjJ9esThIrZD/Z1rLPMRIYpotoCnJ38EbOMbVBAwM87hW9ZRppet2uo315vwiu77GlZJHicKo4AGwFcDjO4Y6VMnYuMb+hDFaXFheGz1G1nW5tYg00URQxFSc7jIGw27zDzhsZ9uKJuE+1xm1ja5kj3ThnLSSMFVcEYAUAhAOBnAPStzUpTqd/AXjRZ2t1jKShZSOrLlM/dwzZ3lR8ucemLIshnj+xoJLtZViiuLkgqB6qAQqL/urkBW5pRd1qE48r0IohK9o1wsf+jTTAOFAOxDgpkgbwv7wJu46/7tOt7WeRY76NEdXufLkjzzDL1XccAhWVT8w4yjZ95/IsHe4mjkW4t4rZzEzwdFSNwoIbuxZHPOCWxniprNZdP025ika6kk3yRzMz4JG4ZxzjO4bu/TdzxV3JKSXqz2qxKnlzPMLmX58ReXub58c4wkgwe2DUNrFaPe+XbyXDfap0ij3L8rNIuQHIO0Mrkgg5+Vz3XmK8tJInhEM5RT5kiOYzDGm8E/KAx25VVIx15U5xV7RYWut8hnzLbSwusTn5VRbgICh9ACwPTqPeqVrAkS3EoilNtHdvLB9jxHIWGGkUYckjqGKE9c/MvGVqS01n7BZlmGZYJRA+V3ZZMoQVznDLsUnBJHbK81rO2kjtLcTRhXCLcW5yCGhlUgDsFJMajnPXnrxMllFHYSmXe008McUeANzMkSSE84/jZFPf5n5o5rMLFdLtYLZpnmnZI7kPA8mQ0TibAZwSdxxHjjkDOc54I9dmayje7YyyQQYt1aH5QPlUMx6M2wlcsMHjPNU5X8yK9+0QvHDLIwUCMkfI2FVTxxuU5x/ezg0aoJIprBJIt1zJarcS78E/NuZQO4IXZkc5PPpQpyE0dLZauLeBbQShlgiG15EJDncLguvcEgjg7gfmPWtRdSRDDBex+TMXVmDlWEbwjBz2KttjIcdRI3QEVwln9sT7sxMkMAbylYgeSHwDkd9xACsOMj0FWbqSRY5IJGIfyyjNGqknO4eXkdVAyOOCc4GcGrVacWFl1OwsPENjDJeJdLM7CfYNmxgNiKh5YjncrHjg5z3orlba4S1V0kvri2cudwEyReYR8pbaW7kHnviim8TIOVH//Z
Is the sky gloomy in this image?
no
discriminative-attribute-state
1,667
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
Is the grass green in this image?
yes
discriminative-attribute-state
1,668
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
Is the grass blue in this image?
no
discriminative-attribute-state
1,669
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
Is there one football in this image?
yes
discriminative-attribute-number
1,670
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
Are there two footballs in this image?
no
discriminative-attribute-number
1,671
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
Does the person play soccer in this image?
yes
discriminative-attribute-action
1,672
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
Does the person swim in this image?
no
discriminative-attribute-action
1,673
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
Is the sea rolling waves in this image?
yes
discriminative-attribute-state
1,674
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
Is the sea calm waters in this image?
no
discriminative-attribute-state
1,675
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
Is there one surfboard in this image?
yes
discriminative-attribute-number
1,676
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
Are there two surfboards in this image?
no
discriminative-attribute-number
1,677
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
Does the man surf in this image?
yes
discriminative-attribute-action
1,678
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
Does the man dance in this image?
no
discriminative-attribute-action
1,679
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d2oxQA0ClxS4oxQAmKMUuKMUAJijFOoxQA2jFOoxQA3FLS4pcUANxRinYoxQA3FZ+pGeE+bbW7SSNGY968la0aMVjXoRrw5JG2Hryoz54nktzpt+sk810rRlGAbzOCc9x61s6T4XutRgMsh+zxH7pkUkt7gV282mWdzdLczwrLIgAXechceg6Vbx+FYU8Gk/e2OipjLr3Fqch/whPy8Xwz7xf/XpqeCX3fPepj/ZjNdjijFa/VaXb8zP65W7/gjmbbwbaxSh57h5QP4Au3P410UFvFboscMaxoOiqMCpcUAcj61pCnCHwoznWnUfvMZeqz2zKvUj865fUNNSXT3Rgcg5+hrqngQIDHJJHz0VuPyOazr2A7HxcNgjnKL/AIV8W5NSufcKMXG3Q8xmge3YhiOuBz1p8UD3TR20K7pZHACg+9WNQi3yy7myVYgfKO1T+H9qavZ8YHnLmvYovnaueNiYxpt8vQ9C060Nlp8FuSGMaYYjuep/WrWKcBS4r31orHzcm5NyfUbjNGKdijFMkbiinYpcUANxRinYoxQA3FGKdiigBuKXFLilxQIbiinYoxQA3FGKdijFADcUuKXFGKAExRilxRigBMUUoFLigBuKKXFGKAExRinYpMUAJijFOxRigBtJinYpMUAJRS0UDI8UYpcUuKVyhMUYpcUuKVwG4oxS4pcUXAbiinYoxRcQ3FGKdijFFxjcUuKdijFFxDcUYp1GKLgNxRinUYouA3FGKdijFMBuKMU6jFAxuKXFLiloENxRinYoxQA3FGKdijFFwExxQBzS4pcUrjGN1A9Caiuog8ZA70/AMhyf4qJs4O3kD0r4isrTdu595T1gvQ858RWptbtiOVkGR9R1qHw/AZ9Ys4x3lDH6Dk/yrc8RRiXywRzuP8jVDwkBHrkZkyo+aNTjgsRwK9bAyUuVM8rMISjdrsehdaMU4UYr6I+XG4pcUuKXFADcUU7FGKBDcUYp+KTFACYoxTsUAUANxRinUuKAGUYp2KXFADMUuKdijFAhuKMU7FLQMZjNGKfijFADcUYp2KMUANxRinYoxQFhuKMU7FGKAG4pKfikIoAbSd6dSYouA3FFOoouMZijFOFGKkuw3FGKdijFAhuKMU/FJigLCYoxS4pcUBYbijFOxRigQ2lxS4oxQA3FLilxS4oAZilxS4oxQAlGKdijFFwG0Yp1GKLhYbijFOxRii4DcUuKXFGKAExRS4pcUBYbircFuhj3ueT0qrvnMuyGzgK5+/LOen0Aq3NNgjHQcYrhxOIcVyxumfTZPlUakvaVGpLtvr5ifZ4IkLBF47tzVC+ntohulChjwBzlvooq3Iw56Y96zbxkjJYRp5pGM4GT6DNeS1Fa2Pr4QjBXOd1eZNnnTJ5SAELGxBY+/FYul31ql9Bm48tFuVmKsD6YPT6CtjUbcyA7juYjlv8AD2rMs7DyLqO4QbZomDo3oRSpVqadzxsZN1G1BdLHXDxHo5xtvkYnsqMT/KtKGQTRLIocKwyA6lT+Rrn4dekikzc2cbN/z0iAVv1rVt9Zsbk4E3lsf4Zfl/Xp+te3RxMJ/aX5HyWJwkqa0g153v8AoXqXFL/WlrqucA3FGKdijFFxWG4paXFLii4DcUYp2KMUXCw3FFOooAbS4p2KMUXCw3FFOxRigBuMUU7FFACYoxS4pcUXAbiinYoxRcBuKMU7FGKLhYbRinYoxRcLDMUYp2KQii4DSKSnEUlA7DaKdRSAZijFOoxSLExRilxRigVhMUYp1JimMSinYoxQA3FLS4+tGKQhMUUuKMUwEoxTsUYpBYbigCnY/KsbXdV+w2riNsPjgiubEYuFBK+rfQ6cNhJ127aJdTXpcVyPhfxGZmazv5xuJLRSOcZ/2ST+ldaHjbpIhHswreE1OPMjGrSdOXKwxRinDn/6xpMgdx+dVcizCjFKCD0IP0NGKLhYTFGKXFLimAmKMcZPA9aXp9fSqlzOI/vMK87FZhCj7sdZHp4TLJ1rSnpH8SYvhsn7uMVFJcDcBurNk1EAH5sCsy71SOMg+ZhfUdRXjLETnNuetz67BVaeFh7NKyOikuQAo/Wsqa7WaR5QRtUlV/rWMPEEUqNHEzSyYJXahPP0FUtP/tdrFVbTL1nXOT5Lc5Of61c6VSatFCxuY00lCL3NuWZCo5GaiRkJznrWJdHVY1LPpt2iju0TVXttTYybXJDeh4NR9WnFannLFwk9GdDJGDzWLrCyKI5E+6vBGO59quC/G3moXuFlBVgCp6g0U7xlcqpyzjZFbTvEWpaXgRzCSLvDIMj/ABH4V12neMtNuwFuSbSXuH5Q/Rv8a5ZYFkUxyqjqPuufvY96rzaK5G63JP8AsmvRpY1x0Z5VfAKWqPUYZo54xJDIksZ/iRgw/SpK8eX7Zp84ZHlt5RzlGKn9K7DQvFV2wEeoxNLGOPtKrgj/AHh3+orvhi4P4tDzp4Kovh1OxxRikjkSaMSROroejKcin4rpTOO1txuKMU7FGKYWExQKdigCi4DcUYp1FAWExzRS0UriG4pcUuKXFMLDaWlxRSuA3FLS4oxTHYTFGKWii4CYoxS0UXAbikxTsUYpXCwwikNONJQFhuPailNFA7DQKXtS0YqblCYopaMUXASilxS4ouFhuKXFLj3oxRcLDcUuKXFAouAmKMUtGKLgMd0jXc7YXpVO71S3tYWfepx1yasXlr9rgMXnPED95o8bsegJ6VinwXpbgh5b1s9cz/8A1q46yxM21BpL8TtoSwsIqU03L8Cs/im3uVYpLgKccnrWFqOrQXEbeYSR14rffwDpTH5Z7xB6B1P9KE8A6OpG6S8f2MoH8hXJ/Z8ubmb1Or+0IKPKlY4ieOBbJJwAWkcgKTyAO9JbSWu8bo8+xPFd6fA2ilcBboY6fv8AP9Khk8AaUw+Se7Q+u9W/pWv1Wpbcn67Tvexgw3oyMHA9BWgt3Ht5IpJ/ANxECbLUlb0WZCv6jP8AKsi70PXrLJks3kQfxwneP05/SuWphJrdHbSx1N9S7PcKclDg9iDUtj4i1CzcKW+0w/3JDkj6N1rm/tLo2yVWRu4YYNbOmhH+8eKiM50NUzScaeI0kjsrXxDZXAw6yQvjO1lz+RFXPt8ZUlAcf3m4rkjfQ2rbgFJHrWTqHiSWRisR/GqnjK9aPLHQzhgsNRlzy1OwvdZjgB+cfnXO6h4kRwQrbm9q5aS4nuXAZmZicADvXRaP4Jvb0rLfZtIOuCP3jfh2/GopYK77l1scorsZ0d5f6jcLBaxs8jdFUZNdDZeBppsPql6V9YoTk/ix4/Kus0/S7PS4PKs4FjB+83Vm+p71cxXq0sJCC1PIrY6pPSOiKWnaVZaVEY7KBYs/ebqzfU9TV080vSiutWSsjhbbd2IMg9cVXubG0vBi5tYZh/toCfz61ZxS4oeu4K61RgXHhLTph+5823P+w25fyP8AjWPceDr9D/o89vMO24lD/UfrXb0VhPDUpdDohi60NpHm8vh7X4hlbHfj+5Mrf1qosmqWMm29tLiBc/eeI4/OvU8UDI45ArGWBptaHRHMqqd2cFBDa3EiXDCKRm4zW0LaN4NqqAB0ArWudJsrrJe3RZD/AMtIxtYfiP61kTadqNgCYv8ASoR/c++P+A9/wrzMRl9aGsXdHqYbMaNTSXusq7ZLNi0EjRt/snGatW+vXKYEyJKPUDaf8P0rFn1NGJXOGHVTwR+FQx3aMfvCsaVavS2Z1VsPQrfEkztLfWLO4wpk8pz/AAy8Z/HpWh2z2PQ1wIuEJwSCPerVvfTWw/cTug/ug5X8ulejSzJ7VF9x5dbKVvTl952mKWudtvEE+ds0KSD1U7T/AIVoxa1aSA7hIhHUMuf1rtjjKMvtHnzwNeD1jf0NClqm2pQgZCTN7BP/AK9EWorKcLbzD6gU3jKC+0iVgq7+yy5Rise91aY3QtNPjaSccsFXcF/3j2FbOP8AIp0q8at3DYith5UWlPcTFGKWitrmIlGKWii4WEpaKKLhYTFFLRRcLCUYpcUUXCw3FFLQaLhYbimkU+kxRcdhuKKdRSuAyjFLiipuVYO1GKWjFFwsJiil/ClouFhtGKWii4rCY5oxS0U7hYKPwpaMUXCwmKKXFGKLhYSlxRS0XCwmKMUuKSi4WExQKdigCi4WIp7eG5QpPFHKp7SKG/nWJd+EbCVWNoz2Uh/55ncv/fJ/pXQUYqJwjNWkjSFScHeLseZ6l4S1yBj5am7BPBh/wPIp2leA9QumD6g32OL+7w0jfh0H416VijFZRw0EzaWLqNWZmaZoOnaQB9ktwJO8r/M5/Ht+FaWKdRW6slZHM25O7ExRjFLRincVhMUuKMUtFx2G4paWjFFwsJjmil70UXFYKKWii4WE7UYpaMUXCxUu9Nsr8Yu7SGf3dckfj1/WsxvB+iHO22kjz/zzncf1rexRUOMZbouM5x+F2OXl8EWLcw3t7Ee2WVx+o/rVGbwlqlvzbXkFyo6BwY2/qK7aispYalLdG8MZXhtI888rUbWdYri1eJj0L9D9D0Na0tvLNBEFVQxYZI9BXVsiuhRgGU9QRxWTqMl3ajZbWck5PEZjTP5+n415eKwcoNSp6o9bCY6NVONTRiSX1rYoHmyzt8qIBksfQDuaaItX1FSrBNOt2HQ/NIR9BwPxNO0fR5YJTf6g4kv3GAAcrCD2X39TWzitsPl8Uuarv2ObE5jK/LR27lPTtMttMgaK3Vsud0kjnLO3qTVyl60V6kUoqyPJk3J3YlFLRTuKwlFLRRcLCUUUUXCwUUtFFx2EoooouFhKTHtS0ZouFhKSlNIaVwsJRR+NFFx2G0tJS0i7CUtFFFxWCiijrRcLC0UlFFwsLRSd6Wi4WFopKKLhYWiiii4rBRRRRcLC0UUlFwsLRSUUXHYWijNFFxWClpKM0XCwUtJkHvRRcdhetFGaKLhYKWkFFFwsLRRR2ouFgoooouFgoooouFgoooouFhaKSii4WFoNJRRcVhaTtRRQOwZozRRRcLBS0lFFwsFFJmjNFwsLmjNJmjNFwsLRmm5ozQFhc0uaYTSUAPzSZpCTSZxRcLDs0GkozQFgopKM0gsGKKM+9FA7DaKTNJmkUOopM0UCsOopM0ZoAWikzRmgBaKTPFRT3MFsoaeZIgTgF2xk+1FwsT5oqjaatYX0jRWt5DNIn3lRuR+FXM0BYdmim55ozQFh1FNzS5oAdRTc0ZoAWikzRQA6kzSZozQA7NcZ4016906eC2s5vJBUPIw6nngc/SuxzXmHje6SXW51VtzRRhM9gRkkfrWVaTUdDajFOWo7S/Hl5Z3KR3m25gdhlsBWTJ6jHUe1enK25QeOfQ5rwbTrF9T1a2s4huaaQL1x7n9M17pbosUCoqhQOgHanSk2tRVUrk2aXNNzRmtLmQ6lpuaM0AKTRmkzRmi4Ds0ZpuaXNAC0UmaTNADs0U3NGaAHZozTc0ZoCw7NJmkzSZphYfmkzTc0ZpAPzSZptGaAsOozTc0maYD80mabmjNADs0lNzRQA/NJn3ptFADqM02igBwyelOC5B56U0NgEUu8AYFS7jSQhOO9Jmm5pM+9UJj80ZpmaM0CH5oplFAxuaM03NGaQx+aM0wHNLSAfmkpueaM0APozTM0ZpgP61wevR6ldyz3Xlfu1GBk/dU8riu3eRUzv59RXK+KdauQkaooa2VvnXPJ4wPyxXnYqrzSUIO56WEocsXOat2OEivb60vI76LeDC4YMB0PcH6817NBMtxbxzJ9yRFdfoRn+teV2lrNr1xb2cMe0KCXcdFyclz+GB+FepwxpBBHDH9yNAi/QDA/lXVQb5dTlxKinoyXNGabmjNbnOPzRmmZozzQA/NGaZmlzQA7NGabmjNADs0ZpuayNd12PSLVmUo054VTyB+FTKairsuFOU3aJoX94tjZS3LlcIucMcVzuseHLXXPLnZvs87MFJQZU574punaffeI3iutYLx2RIxbH5Wl+v8AdX9TWnorbtOsJWZnYRleegK5B/lXmYupVSUtketg6VF3ja7XU5VtBj8N3yus4nlBXYXG3kkH5fyx+ddzp2oR39uZEUo6NskjJyUb0z3471w2vyC61zTo5ySnmojqDjK7h/SunvS2jXjXsKFom+WeMfxgdGH+0Mmrw1aUYpz2f4EYmhCUnGCtJfib1Gap2Oo2mpQedaTLKmcHHBU+hHUVazXpHk7bjs0uaZmlzQA7NGaZS5oAdmjNNzRmgB2eKM02jNAD80ZpuaM0WAdmkzTc0ZoAdmikzSZpgOozTc0ZpCHZopuaM0wHUU3NGaQC0UmaTNMB1JmkzRmgBc0ZpuaM0AOzijJpuaM0AOzSZpM0ZoAWkozSZoAXNGeaTpSZoAdRSZooAh30bq5VvFTIcNZgMe3mH+eKUeKZNu42S474m/8ArU7C5kdVuo3Vy/8AwlR/581P0n/+tTP+EvAOPsTfhL/9jRYOZHV7qN1cuviwuu4WD47/AL0f4VIPFGf+XCTPoJQf6UcocyOl3VLECQXx06Vy8XiYSzLEtjKWYhQN47/hXVreaZGgAu1IHorEn8MVw46uqUOW+rPTy3BzxE+dRbS8upmarcR21uzscEDJrzbVdVN2CowkYOT7mtTxfqvnXvko8iqf7ylcisTT4onaaWdC6xxOEXjBcqQuc9h1/AVyYaldcx1Y2q4Nxeljr/Ac6vYXcQiQOkqkuBywIOMn2wcfWus3V5p4Q1tNNW5ieJ5TLsYbCBjGQev1rp/+ErtxnNrOMe6161PWKPGqu02dLmjNc5/wlNv/AM+txn0yv+NKPFNuQT9mnA9yv+NXymXMjot1G6uc/wCEqtscW8/5r/jTl8UW5Gfs8/5qf60co+ZHQ7qN1c+PE1vjP2e5Az6L/jSDxRbFsfZrnP0X/GjlDmR0O6jNYK+JLdgcW9xwM87Rn9aaPFNr1NtdD6qP8aLBfqaWq293cwItndNC/wAwOOAcqcEnrwcYx3qvp2g21kUnnZru8AH76bnaf9kdvr1qt/wlFqMZguf++V/xpD4otc4+z3P1wuP51n7Fc3MzV124qC2/M6EOQQ3fOawtLBtnurUEslrdysD7OmRT4dft5pIx9nulR3VS+wEDJxnrUNlDeW+o65cXEcgikO62woVXbcNuQ395fUetcePipRUbnTgq6pSbte/Y5rUrWW58QWES/elmXBPbkH+Veg3UMV5DJFKpMb56HBGfQ9q5DXdcj/4Sm0kFvBmGZWbyeqDGGXtk85zWmPFFpjIguTx/dH+Na4Sn+65WGOqNVb7MzpPDlxoM8V3o95K7vKsKwyJneW6KSOoJwOneun029kvbTzJoDBKrtHJHncAynBwe4qnp3iCzu9RtoHjuEEkijcdoxzwc5PfFT6teHR9VuoZkZos7ohGACATz1xxzWUsSqWLjh3tJXXrfuQoe0oOp1T/A0N1G7FYH/CTW/X7Pc9M9F/xpB4ntT923uCPXCj+tehys4+ZHQ7qN1c//AMJPbZx9nuP/AB3/ABo/4Se3Bx9lufwC/wCNHKw5kdBuo3Vz3/CTwH/l2uPx2/40h8UWyjJt5seu5f8AGnysOZHRbqN3Fc8PE8B6Ws5PXqtNPimBWANpPz/tr/jRysOZHR7qN1c43iq3XrazD/ga0n/CVwc/6NLwMnMi0crDmR0m73o3VzP/AAltuelu+fTzFFO/4SqIcm1cfWVRS5Q5kdJuo3VzR8VRhN32N8f9dV/woPilAM/Yzg9P3w/wp8rDmR0u6jdXMDxWrNtFk270MoH9KU+KcPt+xHP/AF2H+FHKHMjpd3vS7ua5n/hJpSMjTm/GX/7GkbxPKuM6c2T6SZ/pRyi50dPupN1cw3iiRTg2IXPQmQ8/pTW8UyqCfscf4yn/AAo5R86Op3CjdXIt4tuFODYKP+BtQPFtw33bFceuWpWDmR126jdXJN4puhjFpGR6jfxUZ8W3PT7LCPXIbj9aLBzI7DdRurjv+EqvmxttYOnOc/407/hKL05/cQj8D/8AFU7C5kdfuo3Vxy+J9Rc4FtH/AL3lnH/oVP8A+Eh1HGSsH0ERP9aOUOdHXbqN1cd/wkWo4BPl4J7QdPzNA1/UiAQYtp7iIfyo5Q50djuoJrjzrep7Cwmj9sQioX8Qamq5MufULAtHKHMjtd1G6uHTxJqDocSyZHOPJWmjxFqbJkTHPp8uf/QaVkPmO53UVxX9t6gRk3cg9gq/4UUWFzGMfM7OFXp06U1oZj1kA/HArfvNOa3hgkhubdjJGHKorKyZ7HP/AOqqSeYwBHkEHoDjJrFST6mjg10M4WUsh3F1J9S+anTTpT1+Y9hmtMS4JBWHI6AMDn8qYyXExZ1JCLwSuDj0yTwtV7qJ5ZFFrB88iZSP7hyP0pVsrlekk5z1Uof61cggdoXle42Rk4yZcnr0xg/0qWC28yVQM7XcKhYsu7PT2BwM4zS54j9nI0PB+LbxZYy3Kso3MmWDKoJUqp45Byetem3U8EMRkCQk5OAEkk/TgV5cPDup3L/u7V2BGVLTjOOxHXHsa2r2LxJd2uyaSONOEkEzFxkDlxg9T3HQ9eK58RKL96+x2YbmS5O5x/iu7Fxqjoy7oxkg98HtjOBWNa3EdiNhBKsck9f0rofsNprR+w2EedTTPmkszIgHVs8AA8DbjOfYZrjL2K6tbyS3uImilQ4ZX4x/9aiFZJLuOpRu2n8xqgWeoKQf3W7Kn1WugktwE3CZACM4U7Tj86yF8u40wwshMyNuVgOef/rVveEIrnUrj7E7T4AymScYHUflVQmldGVSHNbyGLZkRox8ts9C8v8A+ukaFdp5TOcdc4+g4r046P4c0xlZmiEgKnzZl3FCONvf17+lZet6Vpa/aoo42eaNCJXC7AcMAFAXGT94gnI478YftuyM/YPueezBC2BsOP7qf41NZ3Edoxk+zRyy/wAG8Aqv1XHJroNO0zS59QNu0Mlyz42kz7VUAewB/Wt2bwJZ3EhaFpLZyEKQhWYDPGM5Oee+aiVR3GqRy8Wrx3VqLbUIBJCjFlCKFKZwPlPY0n9jW9/FM9jPKxhG4rK2cjOM/nj8xXQP4FEMyobtnLqxwqHjacc9utdBpGiRaTFMEt/MaRFjbH8WDnP15/l6UlNlcl9zzmLw5fMrGRliQKGBZ8ZzkAD1ORT4vDd3I+WwQEL5LjJxnP6jH1r0O60g/YIbUWUO1GX5DJjGOeOc8VtW+6wt5Ejs18xmZnA6gnqc/nT9o+4/ZI8RntYY3CFnLkA7do4P1zUP2XJ5b8jkV6Hd+DftlzJJEqQBmPyBeg56D+lUj4HmjUSefCpP3Rk8/Xj8a0Ul1M3Ta2OOigNtPFIl0iPGwkTrwQcjjHtXRQTzalqNlDCpSOaZg5jbiLKkjA9euOw4rYsfBqy/NdShQu7csf3unBBPYn/PNW7DRbPSL4Xcc8jiIZAYADPqfz9q58VGMoN9UdWCco1EmtGcJr9vbR66tnaosSQqerd/cnv71SKMhG58HGRlRg10GjWcGseN7kXBLJ5TSEYyCcjg/mK6a+8IWUJEiwuibcFQ2cHPf8KrDPlppCxic6rZ54tw1vIr+aS2d2EHT0NaNj4pubLXYdYkUXlxCxKi6+dehAO3I6dfrXR3vhWyURbJHwepBBye+OBUD+DoGdAk0u4nkbc/54qpRhKSnJJtGEeeKcY7HL3OqC6u5bl2bzZWLMRGo5PtTRds2PLdcDqNoz/Ku4PgbTlO1Z7ljxySgzj73GKzn8KRRSGJZw0yvwGXaCvqDW0aj2M5UupzINy2Asr4b1OMfjmppN4UCSSM9OWkJ/pXRt4YmDFFeJVAySwamx+FHlaRmnUoinDRgnLduOvrV89upHs32OWeOJiWYoW7kZz/ACoCRAACYFT1yCcV2I8EwNHGi3souDksTGMEe3v+NV5/CMVtBIs924uU7BRtPsO9Z+0u9C/ZM5cWccpKrLvJOeCf60z+zmyQYnx/ebGK6K30KzaYb7xwvGBsHJ9OvA61YGjohaOK5IkOfL3nAbB6Z+lVzR6i9nLocu1okagGUKfQJnH5VEbRWJAuYhz0PGa65vD+qNZC4a1IXBOGb5gAcZ29f6+1ZO8E7UcE+zFQKq8HsyeSS6GUtlxzICB0ODz9PWlaBdpViWweMIelX3twrAsY2c+jBj/KpYLeKZiZELW6FTMyHJRScZxwM/iOaNELlZkqiEgchh0G3OP0p/kO2WX5QOoKCtIWFrIcCPGD1Vs8fXpUiWEHAwuex3E/yNNILGYI1PJu0Xt8i/zFNNihbP2zc3oEJzW0loiqTtibPqDUkdrAeogPtjAFVa4jDazAHzSS7OxEf/16Bao2R9puFB/vKRn610HkwINpKKo7DpT1gjEf7uQHvw1FhanOfZQG+eR3A74yad5cQGfPmPoCAMfrW5JCCMCZU9cYp6wEL805Yf59BTsBjoizAItxhR3GF/MU5VSPgRyuemVjJA/HFavAODISM8HpTHWcjcZV2juZSKdxWKYhl8wlFOemCcUG3uCuDAsjepFWAwICiRC3f94CP5UeRuHydB3BbFF0PlZSW2vQxP2OPb32ttpwtZ92WjUKOxxgfU1eMURxxKGHUkf1P+FN8hycRxl8dNmRU3Q+QhCFyB5e1QeisOP6U2UBHGAjydgpBP5UksUrKTskQdCFPJ+tR20UEcoMlv5ysPuyErg/Xp+dTKo1silTXVkpt18uOW5nmijclA5QAKR6jk4/CntpmnSorvrXmSZzsSFyMfX1/DFMv7u5mi8hrYRRcDlN2PTnPWqloJkmAjjDOflCuu5WPuDWMqkjVQib0XhyA7TAwuUYBsSKFYL9A388VZj0Msxt5LWCJmxiVZFUg8/3RyTxweOO2c1z09/frI8G7yeT8iIFx+OOlT6TfTw3geWdiir9xssvBBHHQ9Pas3Ul3KUI9jSm8PXocrGImAOA27kntjg1RGg6hHIVa2jcgE53D8TmvQLO6gvLeMLKBIFB+cBCfTg/SpbyxXzY97rg5wN2Qe/4VSrSYexiebvpjI7LKskbjqpiH14orvJLG3uGEkbggjHz8HNFV7di9gjmor/TbWb9/YpI6DCOV3HHbjnjHYVJbNp8+4SNbRoQz4dAuwn8Pp2rGaefq97LkjaCxXJB7ZxUhluWLH7TJ8w2n5V5Hp0rm9rE6fZs6K/fSfLjkjZVmCkufKyZW9TgYHt3pgv9PjdTDpsQlVAR9pG1gcdecjPv6Vhtc3hxm6JAGOYl4/SgXF8EKi5jZT1DQqc0vaxH7NlmdLm/LmYWckqtwscZ3tn34yPrUtppFx9luPJsvm6MWmK8+gXHWmQ6zq1vEyo1r8xBLm0Bbjpg5qVvEmrM+9hYFx0P2Zlx+Tf5zVKrHuT7Jk9n4deCxN7l0ZV5WOUM4J9sD+dQ6tqE2maDc3EskWdipEIiSBkZPX0p1v4o1C3ZMW1iyL2AkXP69Kw/EDXGu+WpEFrCgGIolJBPc1nVlGUeVG1FckuZ9CTSdJls9NgeK7Zb25HmXEYBDZP3VBx2GM89zUepQw+I/GWn6I10qwxcXFy3UKoy+D64BA+ororTxVJBbmOazVnZNrGJ9i5x1Axx+dcfDaXlrqj39tPGsjMW+dM9f/1mpqNOWnQaclCTWrYeIPDkehamwtbpJYC5ZMtkgccH14/+vzWr4TgnaG4ltZ4wFP7wFwrHjI5PbNY+sWt3fQRESRgpuaTzHOASex+g/Wuh8OXtvpuhxWksayTklnKjIJJ42n2UCnSk95M5YU5LdHQwaeI7Wd4w/nCMH942+MgnoDj1/P8ACq8mjXk0Ml4/ltLJ8oiDBty4OWwO/HfnnipIfFek/ZTavJhml6Oh2kjtx7ZpJvEmnC7a8tRILrcFUKQqle/B6cVreJo4SMO38MXn2xrpD5SKScDIMeeOM/XFatromoafsLX0Iyww5QyMM9xn0qSTxRaNbqsiSxlyEKJ6bt27PbmrEniS0A8mCEEgj5ndWcDpxzjpTVhcrRqW8+pTFHjjikmzjzpdw3YBGMDjGO1K1zexwLDDPHcTt8pSIYCc8D3HvmqD+IEZWihkVR5WFkJBYN2GM8Dp+dVU1praNkREkmd8sSVVsY5J59adg1NGW61PTrmKCJVE/wDGqjdjk8+4q9bWetsDcTzxIgG1M8kd+OOetZUXiJUVNtuGckZ3SDaPXtWufEcSLE0MRlTLGXdIFIGTgDg9sfrQ0xr1KlnFqtrqM7Tyq4T5UY9znGR7AdfwqzeT3jSN/wAS2BztCrIspzjsQoHWoIdfgbLXNi24EgbH6Aj+dRN4gjMzq0UpgY7gA6/L6d8mjXsL5lmCNxIJpYYoJDncAxcv9ewHSsvxPd/ZtMlkmZcLliQMZ4/XmtBfEUSls2pdGGMsV6Y5yc/WuS8azvrGq6XayKUtbpFkwjA7wGOeRwPlXj61lVTa5e5tQspc3Yb8PLS6F1qMyQB5/s9vIQeG+dpCAD26A/gK7iYXbSvaS24ZwdpCn72BnI9veuU0nUn0/wAX6vHBCsjvFbSbN+0AAdPwL4rqE8QXLO4ktlUkjcVlB+nbmnTk3FMVWKU2riW2iyurzMp2bQ2G5/KpzYS4WWPADD7wxwO+fT1qXT/Ecq3i5sz5QQ4AkGd3Hrisi6125kvAl1FB9lAAaMSbXY5zk49u1Vd3M7JGpd2Iih8+1eWcH5JGVRlBjO8eoqjp1iNRm8uT92Ui37gM9T0Hant4ikEf+rAgO4GMEE4xxjIrKg1y5jlKQ2+yEDBXcuR6dgKfvJCtE6S/gW0sV8qR2uQ3IUffY8Dj2NQXWmiDSFYGRxIR5kcQyUOMjB+orJTWnzie2kdQMgF1HPqKnh8RTQIRBY3aKc7XEqZ546HrRdjsirZ6brLr8tq5VAQ4aXqfXIHWtmXwtbTIj3Ts8gbcHcEenylQehOfwqg3iq4kk2/ZZPJK7XjMiguMf3geD9KtzeJpp4I2k075DkHbODz2x70pNgkiCTwdY4llinc7JFYwIcqPm5GScgEcc9BWvFp8SSCSC1jWPGNqptUY7EfhWJFrq20TLbaeUZyTKzOMk+v3sU6LxXcoZkeychiOUmTkd+PyovILI6AxhrmPadgbk8Y9efr71z914UgmvILtFEkikYJPyblIwWHfgdKdP4vcS4tbR5CMZZ2QEH04J/yKrweK1i37rG4V+WwDvBPX145p3YWTJL7wbp90wBzHMx3M8ZPBxzkf/Wqnc+E7f+z4YYJWVUJeUiMbpWycEn0AOAPx61PB4uh3SvdWzbx93BI5+npip4fFOlyeWSZo32kOgiJXPrn3/rTUhciMGHw8nzNCSVztZ8nIJ7YPf8Ktf8Itp8LMX85nyGZ1fGMdR+Oautr9hD5katMwU7t6wfK2f1/z6VPFrthE0koM+9lYBWiBU56cZ6fXmq5pdCeRGZceF0EbtbtKvzHbvlyPwz+HNVY/DDSxNsuVDrwVKkY+vJrVvfFAkUMtsHbbtIIH6ewwKdZeJ1WI+ZaujHrhAw9hnNVzzRPJFkB8PaclhEjgSTlhvIO32/L69Kc/hS0Nv50auqoQCpcHd+J6flTbTXUguGlctIshJKMhwc9uaf8A8JFbqkxS1l3uxyQRwOuBk/rS5pD5ImdqOiQRSbEVoipxIkq5A9CD/SiDQYuHnLgOCRsfaAR6nmrNzrhmkkBtp9h6IdpHT1z6+1NTVIXiVWSRAvWPYG3jOBk59M/iarnlYnkiQ/8ACPebKFhwo5IErnn6EY/OoZNKjgtzJLH5JL+p3KPU5PI/+tVv+0oY5lZYpiuOUY9B0wOfSli19i5S4tY5EB+U45UdutJuY+WJBDpAkBJWbYVyjiMn8wOnB603+yGjLiWKVWVtm1WGR6+/FaMWtQJIjBpC4xjOFGB/CT3FVbnUw2uSXUcCiKRRuUSDGQMHB/X60KUw5YFePQ7qaUMsTxxFeCJCxJ917e9NGizRjMwxCVJZkQnGOucdvfFbLeIH3IVRSVGDggfpnrToddSOF0Fup3Fh80gOAc5xS55hyQMUaLbAEl5NuMgoOo/z7U2TQ/Lu2ihimYkZyXAx9a0X1SIxMEtlLbRgk/eII/LvSf2uD8xRvN6EKeMfWnzTYuWBlxeHvtEwiZRE/be33vp/+urUvhhLS+WCRxKoQHMTlSSRk46ng/nUkmtyyqVSAj0Lv+falTXbwY81LZyq4woJwR05ofONKPcifQoHt965ZjyEkOSVx1Bxjr2pn/CPpFCrqkKSFdwDnCsMZxUv9tTmGMzCJ7lOVlxtwcntn0qObVDcDEvkFc5CDoD+dKz6j0IksCYhuYEKASQikL/Wpv7PufNVUKorhtr89vUVQmuWdGRZ0hVhj5AF+vNJHeLbxLGL9goGMGbI/KizDQunS70HBjVvfaTRVJdVVBtW+QD083FFFpBp5mOHj3hQnyj+MYKj8c1Ku05wOnvTSkasVYRuD/CYxj+VDGFXYOI0JBYlPbvXmcx3WHMr4BUcZ5wM/wBajeFy3zSlRjkAf/XzTTe2rxhBdNJk4ARckkfSqN09u1ypmV3ZuEPOAvfoaLu9gsX440XftaTknIZjz+dPG8AtubHYdKxX1OKFn33W+MDaoizwOh5PU81C+rXM6eVp53kfxMMHb65I4/Gr5WybpG+sOwlxu3dTgk5/WowZzKV+YA8glc5/WstLRI8Ld3M8hTrvk2qSem0dxnuTWrCzngjjpluc/jUtpFJEjQyuh6qc9eDkUeWpILZLjjgYJoDnJDYHPFR+WypmBFDZyT1z681Fx7Egit0+ZYnGTznPP4UqEP8AJslGMkYG0/iakEj5YFgSo5x0FVne+YSGNYWUg7Du5/EU7hYlVfLOxVkAIySzBvwzTmHqzjngBQD+nWqlu18ka/aBFKcYYrxk9vxzUkkl3tBjgUfLlgZM856D/Gi4WLCFI0+Z5MejAk0jPGuF8x8+nU9Kau4udwUZ6AnmqzrPgFY1DbgG+fgL/U/Wi4WRPK8bwsjCSMHOZGTFNgUtGnzOAAMeZGMn3PPeojbYwiswjXJUbiTn3z9T+lV48GaSBpHjAHG/5RjPp1P1JpX3HYvtbuvKyt06BR+GKVEDPywBHZqzPtZtoVWV/LMj+XGhbJznqfwqeW5QMjqZoGdDwVyB6ZHrTu9hWLojm3cOu3Pct/P1pWhyQSTmsmOTUJUVJAwVm2l9wiI56jHXjFT208EcQfzDInO13lyQB1549vzpttLcS1LghRl4djn/AKaH/GlitoU5XHBzncTila5SPYXQAuT5Y45+lRNdRN+8jfLBSPlkwg578/rS52PlLDZEzTAnftwZB97A6ZPp0pxnkBMrTsCF5dm7fWs83N5LIskM8YtwPubCxJ9jjp71PG8oUR3IikGPmboPbjFUptbMTjfcsm4uCqYuGKr2OSMGhZrhSCJmwOmOOtQMtvOhV42ZT/Bu49aha0DSIYpJ0Cj/AFaONpH5UKrLuDguxorfXTDaZpGA7bs4oS6nQ5DyZz1wD+XpVZ1E0PlEOqjB4bH6ihFZB99zjoWOMdhR7WVr3B00Tm5lnG8SStkZzvI/lSSahcDCvdOCckAtjgdePyqAMrBVxwpyMNnnGOveoYriNldpkKgZGJBjnpxx0/nR7aXRh7NdSyNRkkDCO6dz0IjfOMdelSreXBXaJXcD+982PzqvvgLLIkcI34Ifd144+vFIGWMOywoGYjoRlh9aft59yfZR7Fh711yWEWR2KgUG9kbhvLwDwpGc/hUKLvGWSL3xgn8waUx4z+5j+Yct7UfWKncfsodh8epNMXERTKsVJMeOR6ZFSNqk8Kh9sZCgYkPv/wDrqk58rDKhVAvXPAz7fTJpI5XMn7ycFsEheDx2x+VH1ifcPYw7Gk+q3B6Bcg9G/wDrE04apM4IAiIBwQP/AKxrKkURnez7M4HyruJNMVoogq+dIdwOAOCB3Iz7dqaxFTuHsYdjVa6lA/1Q47Jn/GlTU7gYLxqjPwMvnt9azvOjZQFDtgAg5GG9P84poww+Xcm488Yx3Haj6zU7i9jDsah1WZkLfJgdeT/U0v8Aacu1gu1uxCg1kpEhldT5u49WOSMUkZCq5MvAGN0gAxj8BR9Zqdw9jDsaTalNGwXYoBPB55oGqSbmBROmOR/9es6Py5WRslpM8cnBz1x7fWnmMmcmJ1OOGC7eM/Wj61U7h7CHYuf2lMQdsa/QUiX85wTEUIz94VTe33rh3aNXwWUryfy6VClhAjI6SuXjyeM859eeaaxVTqxewh2NEag4bAZD14znp170Nf3G3cqx7cgAliM5OP61nw2MUYVYnyA+47hzn64q+Q6oVD7B3IHIpSxNXoxqjT6ojn1K5jVlQRGX+EdAe/WmfbLpWRpPLw3GAudh+p/woKxS5JfzNp6ADGfw+tV52ERSOJpGXzAXJ4Kpj09PbrS+sVerH7KHYsfb7jAYsmMHpnr+VRm5uXIKTbc+iZxnnk5/lVYPJ5h8tJRFgMMYyMdcAj3qy9xtRdkLsC3RRzjvxUuvU7j9nDsMN5dPGgLyCRjgYj3Y9+uMYppN2Gkklu5FjIBwBgLgcnpxU0cscuf9HuEOOS6bc/TFPa2t5ch4WbIwQxJGPpVe1n3J5Y9iAyMcMbuUgjglgPy4oD70BE0pyMjPX8sVYFvEM4VlwOBjIHvUQgjxHIkyODzuaLlgfQjpS9pLqyuVCEI3DO+c/wALnp+dNYRKRmF3GcE7mOPep1CkEAZwQMk/n1pd+4lTGFHQgrnNJSl0YWRCsFvtybft/EuMH3qQwW4wPKXOOu0UvBfJByR1/wDrU/cuMZP4U7yfUVo9iAxAn70a44xtFFTh2HA6fSii0g0KEl48k2xgvygZI6hiO34VXd4xFJFteFU5JHf29etWWgdoiEyu7APPT6Ukajc0aYJPzEccHseP8aksrjb9k3w23lyMuOfvYPv/AIVn3U0iyw2iyeWjqMEKW+Y8HJrZit5bZW8t2AbBAJA5/WmNBcNuDzbdylMGToSc8celUnZ3JeqsZNtZ2MVsZnjMjMdn7w4UEdT+lLDevcuPs37lVG1XD5VVHYLx3rW+yqAii4bCnLELnj0pyW64kYtuEnqM0+a92xWtsZjW0s8flzSeW6Nl8HqDjGevPFXI0njUGEs8ezl2b5t2ew/OrRCRocQq2w7QFTNPW4JJZ4vKUDJLDA/xqbtlJFYzSvbyAwylldQCDknnnp0HvVOO5uLe7SMqUilQlxGOVOTz14B61tLNHlmI3LjqOKTzY5CpwcH7pzziktBtmXbXF29s3m2o3M3RjtGe+Se2RmnWM3m2YHA2tjeykk89QD+WcVo+UnIJJHuc0gQLgCTBHpjOO1P5E6kcdpGl807EMxXClpM/X5cYq0UjROcYyO/ftmmMAFwec9xyaYYhk4JVmxlgOaARZVc/KHI7457U8xE5Iy59uSaiSMoP9YSPR2qOZpJwG8xiyE7cED6cDr+NIZM0LYKhSAepBxUJs1V2PlgBxhjn04FEP2iRP3m5Oe7Ag/p0pxtDvZ9zEtycdOPShpBciW3toZFcRorjhGK5IJ64zUxCyK6urEHjk9fpUbWYbcCOGGCMg0saxwxeW0Lcdxg0mkFyvHpljGyeXGVMTZXknaT9atJawoB5cSKQCuQvbOf5809ZQAQmB+GajeSVuI0jOe7Z/l9aHd7htsVpLGKeRWRE3IeWZS31AHYHNV20QPatA7IchSS0e0ZB9Bx61amlnWddpGwL90Ly59M9MVLDdXHlnzoxnJC7W9elC0WjGQR2AiiVTJwDhURii+3y/wBKljhaF2UI4Qn7zMDuPtSxzXryKHhVlJOePuj1z3zU+ZZAoktwpx0B3BT6/wD6qTYEEizeYfKnRQAMh2z+J9OKkNs2GJPpgEkjNK0WSAyxsMEZxw3H1/SmiN1YnCDI7ZxkfypDE8ly2W9flwPzpY4fKLSMh8xh82DwcfWpFjUJtLgE8Y96Rt0agxoGOegGCfWnYLiFADkj6nFSBVflQCO+RSO07JwQn1wfzpoW4aTJWMxn/Z5P45oSFcesaA/dj6nB2g89KVVUyBlXDAYBK449KMydNpHvuxTXWWRcGVVyQQcdKLMNAUFoyDtQZOPl7Uh8tclpAo/z/hSyQM8TL57ISMBlGCPpVdbNYBlZpSoHC7snPrnNKwXQ55kXfG0gLDLKM449R34psciyuAskp2qMkgEYPrz+NS/KnmHBLLzlxhfzxQGhkU/KpDH8G/xp2HcjhKRp5gkZ15wSoHf/ABoklUBmCszDpGRg59M5qZiu1iQoUD5iV7UkU8EqHypUbHBKkCla4XKexiTnzRIDuIBwMenGO3vSHKurfZ9zuELgE4C4ySenr+laBZQpJD/Jz1PNMP2a5ZThXx0UsQRn27dKLMLlMXLQZUoqrGM4L4Kgngn24qYXWeqCTAwHVs549PSlddqsCDkAHAP5dqFhQJujKDJ3YVQvJ6n60ahoL9qjx80Shtpb5sgkVD9sDKcxuoHGQc5bnhfXpUwhl4LSow6ncvOc8f14qKS3XaRLIpJ+7vwACPanYV0OMjALtdcnpl+v5d6axlZkKhW3AMCf4SO+c9KEhI++S3QZVFUfXrUgES9SxyeobNHKx3IkmiLsiNGxVsEA429wPrTiFUP8gCMCXIY8564qcLDjAUjPNPLKAPlY49eafKTcrJP5cRwgVV55xwKf54VsgqAcDnuT6Uk0kiqRHEWbsM8UkcwZCWtZEI7MwOfpRYBs93DGiMwRt7YABGSfYUpkt45DuVFZh1LAE4/CnKRu4QA+uMUNEjE/InofenysOZDop4XUtGc88FHzn/CndTweB6tUAiCKQgA42YzgYqMJOWONoTGAoJJ/OndroKyL4AxkgY+tJvQfwjPfmoYkdYwJNxI7qD/Woo3AmKCCRRnhiOCad9RE8jKM4GPXNNOT3pVAjRVIyRxkml3AnG0AnpTvYVrjcY64oGRyODSuVUEk+Xj8aTcrAlZVI9Q1O9xWHbm9TRTQGI6of+BUUXCwispXO3j8qXKhiB1PaiilYsaocH5m47Y7U1k+cNlmA559aKKGK4ALu6HPWhypb77ZHUdsUUUrDQseMErnB59CfxpGCEldwDg9duaKKLAncNrkNtbqvHsfWljJUfNIX9CRRRU9BjmYIu6TBUdcCnxuHAIGCfWiigBV3MCcj5TyMdDQZFQDdgZOB70UUwJI3RlIC8+pFIvl4GRwOelFFIZIHBVWB7ZyPSo5bmRFzHC8jHHAYL/OiikD2FZ2KjKsuePvU3+Hyzz6E8k0UVRIq4AwSCenTFK0SuWAZuRzzRRRYYz7P8o+c4HocUmxvMHIKgcetFFJgEZuEbaqBY8ZyXzzx2/OmSCR9h3yNt5IBGDn1zRRSC4hWPJURoD0HHan20P7tZGQA4xtOTj9aKKluwxJLmOGVlkjydwUN7kD/wDVUwYOFYRjb6hqKKtL3bg9xskhjTKIueh3H1pGvMQGXBxjICd/zoopXEyMXKsYj5bgOhfcxHy+3FNN5GjHcCVClifpRRRd3GldXC11CG7x5QYAnjKgZqVZdxKhQzZIyBgcUUUpu0mkEdVcheZCjttwCpx3A+oqKW6hjaIyqpckRKBnv6/pRRVJXY3sWGZZSwMYO3gqTxn/APVTJIAVVU2IOcbVxj6f/qoorKTsNISHcsaeXIWUDnOcn1NOMBljDLKQR0Yr6/Siir6hYAq25DSSSO7cFx1I96YPtUl1JJA4Cfd2P2I75oopLclsmaWdCzMysxwAuMD60CNWYb4lLHJwQD/OiiqEKLiI3DwbOUAPTjmntJGs0aNlWbO0DvRRTWqTB6NpDyuegIx703y/bp6npRRVIQgXAJx09TSfJu2bSSeetFFHmIX9z5ojw28gkD6df50hSMk4BGDg0UUottXG1rYjJiEmzq2CRn0FPBRSAcKx6YFFFWlcXUMqQeXHJ4zTSuQD8x54yaKKdiWw8rjAxn3pDFHt5Rcn1ooo5UFxTGj8MM456miO28lcRxxrluijGB/U0UVNrbDvck2y/wBxT9WooooA/9k=
Is the sky sunny in this image?
yes
discriminative-attribute-state
1,680
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
Is the sky gloomy in this image?
no
discriminative-attribute-state
1,681
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
Is the sea rolling waves in this image?
yes
discriminative-attribute-state
1,682
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
Is the sea calm waters in this image?
no
discriminative-attribute-state
1,683
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
Is the beach wet in this image?
yes
discriminative-attribute-state
1,684
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
Is the beach dry in this image?
no
discriminative-attribute-state
1,685
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
Are there three people in this image?
yes
discriminative-attribute-number
1,686
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
Are there four people in this image?
no
discriminative-attribute-number
1,687
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
Is the wall smooth in this image?
yes
discriminative-attribute-state
1,688
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
Is the wall rough in this image?
no
discriminative-attribute-state
1,689
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
Is there one shampoo in this image?
yes
discriminative-attribute-number
1,690
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
Are there two shampoos in this image?
no
discriminative-attribute-number
1,691
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
Is there one child in this image?
yes
discriminative-attribute-number
1,692
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
Are there two children in this image?
no
discriminative-attribute-number
1,693
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
Is the bath white in this image?
yes
discriminative-attribute-state
1,694
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
Is the bath black in this image?
no
discriminative-attribute-state
1,695
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
Is there one cup in this image?
yes
discriminative-attribute-number
1,696
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
Are there two cups in this image?
no
discriminative-attribute-number
1,697
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
Is the wall smooth in this image?
yes
discriminative-attribute-state
1,698
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
Is the wall rough in this image?
no
discriminative-attribute-state
1,699
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
Is the bath white in this image?
yes
discriminative-attribute-state
1,700
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
Is the bath black in this image?
no
discriminative-attribute-state
1,701
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
Does the man lie down in this image?
yes
discriminative-attribute-action
1,702
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
Does the man stand in this image?
no
discriminative-attribute-action
1,703
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
Is the tap closed in this image?
yes
discriminative-attribute-state
1,704
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
Is the tap open in this image?
no
discriminative-attribute-state