diff --git a/1-first-project/DataVisualization.ipynb b/1-first-project/DataVisualization.ipynb index f218b4d..e0fa746 100644 --- a/1-first-project/DataVisualization.ipynb +++ b/1-first-project/DataVisualization.ipynb @@ -3,7 +3,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "c29b3dbf", + "id": "e9291075", "metadata": {}, "outputs": [], "source": [ @@ -14,7 +14,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "1fe8fd48", + "id": "0a9a9b5a", "metadata": {}, "outputs": [], "source": [ @@ -24,7 +24,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "455ba1f5", + "id": "c73d76d1", "metadata": { "tags": [] }, @@ -73,7 +73,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "8a2c0077", + "id": "d649a93e", "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "6c806162", + "id": "02548fee", "metadata": {}, "outputs": [ { @@ -132,7 +132,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "fd7b25b4", + "id": "c64567f3", "metadata": {}, "outputs": [ { @@ -193,7 +193,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "4545009d", + "id": "805bd8b3", "metadata": {}, "outputs": [ { @@ -253,10 +253,23 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "6cffcc7b", + "execution_count": 8, + "id": "8c57c805", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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4lv+mstlF4cLRhk+4Fx2z4pw7Chz190fMbBewAbgeeKl/2i3AD4A/9I9/3jnngHvMrMfM1vnn3uGc6wcwszuA64AvV/DzSDGy96MA2P4a7yef6TErc74k2S9FrMPbJicqX0aRhWS7MkMR6N0MN91T+NxCV6WZlLc+RaQl/zosIsspd+xgKOTdB6iQcCx/V+V0DMdh/PTylDMgShqzYmZbgIuBe4E1fiIDcAxY4+9vAA7mvOyQf6zQ8bm/40Yz22lmO0+ePFlK8aRY2YWIFjPdDTTnS5Kt+DvXetvx/sqVrUEojpdZJueqdDHheP6r0nTCe66tDyYGKlu+BqAYXmbpEmK40NTldMJ7rrWv4evhopMVM+sAvg78jnNuOPc5vxXFVaJAzrnPOud2OOd2rFq1qhJvKXOlEzMDCxcSCgM2/0uSfdy13ts2eEZfDsXxMpteZ6WYZKXAglrphHfF2rZCMZyHYniZ5Q4SX0w45l1kZjKzj6f8ewu1r1SyAmBmUbxE5UvOuW/4h4/73Tv4W/8ueBwGNuW8fKN/rNBxqbbs/SgWY+Zl7XOvSrNfstY+731U0Uu15VvYsJBCU5fTCa+LSMmK1ELuuKvFFFrzKrd1MDGSvwWxQRQzG8iAzwG7nHN/n/PUbUB2Rs8NwDdzjr/DnxV0BTDkdxfdDrzCzHr9gbWv8I9JtRXbDQT5+0qzX4hw1K/oT1W2fCKLKakbKJZ/6nJqaqZlZUwxLFVWSjdQodXEc1sHoaGT7mIWhXsh8HbgMTN72D/2R8BfA7ea2buA/cAb/ee+DbwK2AuMA+8EcM71m9mHgPv98/48O9hWqiy7EFExwrH5X5CT/q3Ke87wkxX9M0qV5d7IcDH5ZgONHIPJQS+GMcWwVF92BloxMRwpMH7wxC7vzuK5yUq2e77BFDMb6G7y3gYSgGvynO+Amwq8183AzaUUUJZBNhsvRr6K/sA93kygtRd6zY8NnM1LQKVLbEKfm3Af+Jm3PeMFkLwTpoZmz5ITWW75bntSSPac3G6e0RPQvw8uvQHaVnrHGrgu1gq2zSidLL4bKJKnCf3Az2Dj873WmbaVDf0FkYCaruiLaCHMG8P3QLQN1vkJN6h1RaqrpGQlzwKdB/zp+mdcOdOy0sDdmUpWmtH4qZkKejFzV/+cGITjT3hfENDgRKmN8VNewh3vWvzcfCvY7v8pbNwxM+4KFMdSXWN+vGXjbyGR7JiVnG6gAz/z1ghad1FODDduwq1kpRmNHJ9ZI2Uxc5dxHjoEOFh9rve4bYW3RkVaK4BKFY0ch441s29iWEi++6YM7odV2RjONqE37lWpBNDoMW/bsWbh82BmenNusjKwH/rO8hKZ1l68sVeNm3ArWWk2znlfko7VxZ1voZnl9QGcv3pt9suTzei1qJZUU8kxPOdYJjM/hhu4opcAGvGTlWIuHLM36ZxbF4fC3n44Aq09DR3DSlaazcSA1yTeUWTLitmcL4i/n/3yTPf3N+6XRAKolNZBC80k2VnZG8CBkhWpjdHjEO+GaOvi5+ZNVnJiGBp+GQklK81m9Li3LbobKFwgWfEz+vbGH4UuATR6rLjmc/Duu+LmrPw5K1nRAFupgZFj0FlkDGfr27l1cbZlBRp+/KCSlWYzUkI/KeTpBnIzx0FXpVJ9qYQXbyW1rCyQrISj0NKtGJbqGj1eWj0MM/Uv5GlZaewl95WsNJvs1Layk5Vsy4o/sFHJilRbtqm73HFXUKAJXTEsVTR6ooxkZaFuoMZe80rJSrNJTXrbaEtx58+t6DPpmeMAsXZvmxirTPlEFpON4UgRff1QIFlJz67oY+2KYamu1FQJ9bB/cTi3Lp4Vwx0NHcNKVppNpoRlymGBlhU/dPL1pYosp1JuYgjFtaxYWDEs1ZUpYXHOvC0rbnYMzx1f2GCUrDSbsir6Of2k2eO527mzLUSWy3TCXeT9rQqNu8odnGihmVZDkWoo5fYOxXQDmTV0DCtZaTZLrugLJSuNm9FLwJRyt1qYPzhxbgxn9xXDUk2Z1BJbVuYmK40dw0pWmk3JFX2BdVayV6UhdQNJlZVyt1qYX9HPHSQODd+ELgGUThZ3bysoMllp7BhWstJs0pUes+JvM437JZGAKeUmhjB/cGLBlpXGbUKXAEonlqFlpXFjWMlKs8mU0YSubiAJknISbpiJ0bkz2rL7bu6a/CLLJJMG3BLHrKTVDSQNLJ30xqsUcwM4WHydFTPAGvpLIgFTTsINeVpW5gywVQxLtaTLGDsI8yc75A4Sn+6Sb8ykW8lKsylluhws3rIyfU7jNj9KwJQzow0W7wZq4JkUEjDTCXesuPOL7QaCho1jJSvNJp0qvpKH4pIVDU6UaipnrSBYOFlRDEs1lTPRARZeZ6XBu+SVrDSbTLL4pkfwrzgXuJHh9DmNmc1LAJU9dVkDbCUgpme0ldoNlBOjLjO7O1/JijSUUhYigsWX2893jshyqtjUZcWw1MhSE26Yv9x+gy/QqWSl2ZSyEBEUOWYl3LCDuiSApiv6Yq9K5ww8nF4rqHnWqJCAKbUrM996Vi4zu4W7wde8UrLSbEpZiAg0wFaCp+QxK0Wus6K1gqRaljpIPLuvMSvSsDLJ4kegQ+H7qsy9J0WDfkEkgJZlzIpiWKqonNuegGYDSRNJV2rqspYqlxope40KzQaSgJhehbnM+1tB/uX2557TQJSsNJsldwP5WbvuWCu1stRF4QoOElcMS5WklzhIPLs/t3Vw7jkNRMlKs1mWReF0VSpVlF7iglqaDSS1VnLCnW+dlUJjVhoz6Vay0mzKmro8p+kxe3zWOaropUoqNnU5t3VQCbdUUSWmLrvM7Bltmg0kDSWTKn1RuKJmAzXmF0QCKJ30Yi5UZPU1L1nJN0hcXZlSRUtdhTm7rwG20rBKblmxxZOVkJIVqaJyujIhT8vKnNU/G3RgogSQpi6XTMlKs1ny1GXdBE5qrJz7W8H8ReHmJdyKYamSZZm63OTdQGZ2s5mdMLPHc471mdkdZrbH3/b6x83MPmFme83sUTO7JOc1N/jn7zGzG5bn48ii0kvsBsrk6+9Xy4pUUcn3t5q7KJxuGSE1tqzL7TdmHBfTsvKvwHVzjr0PuNM5tw24038M8Epgm/9zI/Bp8JIb4IPA5cBlwAezCY5UWWaJ9wbK24SuwYlSReUMEoeZ1j+Nu5JaW+ogcdBdl+dyzv0I6J9z+HrgFn//FuC1Occ/7zz3AD1mtg64FrjDOdfvnBsA7mB+AiTVkE5UflE4rVEh1VTOwoawyNTlsLoypXqmF4UrtRtogUXhQk2erBSwxjl31N8/Bqzx9zcAB3POO+QfK3Rcqq2c/v5ZiUiemRRa/VOqKVPGwoaw+GwgxbBUS7rM2UCZOXWxZgMVzznnmP4fbOnM7EYz22lmO0+ePFmpt5Wskvv7C6yzgmZSLERxvIzSZQwSh4VnAynhnkcxvIwypS5sWGBRuFnnNPkA2wKO+907+NsT/vHDwKac8zb6xwodn8c591nn3A7n3I5Vq1aVWTwpqNT+/tCc5vFCNzJs0Gy+XIrjZVTq1OXpxbKyMaqWlWIohpdRyVOX58YwGrNSpNuA7IyeG4Bv5hx/hz8r6ApgyO8uuh14hZn1+gNrX+Efk2rLpEq7Kg1FZq4CQMvtS+2lU6V1A2UTm+x/EOoGklordepyNqlJz6mLm2i5/UX/Umb2ZeClwEozO4Q3q+evgVvN7F3AfuCN/unfBl4F7AXGgXcCOOf6zexDwP3+eX/unJs7aFeqIV1iN1C01RsMlknPbiqfN8BWFb1USaktK9EWb5ua8LYFuzIVw1IlpU5djmRjeHLmmMvM78rMHm9Ai/6v5Zx7c4GnrslzrgNuKvA+NwM3l1Q6qbxSpy5H4t42NQWxNgo3oTdmNi8BVGpX5nRFP+Vtp1tW5iQr6sqUail56rJBOD47WSk0wLZBxw9qBdtm4px/b6BSKvpWb5v9kuRd/VPdQFJFJcewn6wk57SsqHVQamV6NlB44fNyRVsgOadlZVbroL/foEm3kpVmks3mS+nvj86t6LNZu65KpUbSJU5dnteEXmj6vWJYqiTblZmbMC8m0jrTlQl5Btg2djeQkpVmkl2IqJyr0umWlULdQI3Z9CgBVOrChtG5MawVbKXGSu3KBK9LflZXpmYDSaMqdVAX5ElW1IQuNZYpcWHDbFdmck4Mz20dBCXdUh2lrsIM3mSHuS3cc+thaNgWQiUrzaTUQV3gfUFgfkWv5falVkoeYJsdJD63os/ThK7uTKmGUic6gHfhuFhXJjTshaOSlWZSVstKtqLP+ZLYnLDRAFupppKnLmcHiWeb0PN1A+VZIVRkuZTVDdSyeAt37nMNRslKM8mUk6xkK/qcmRRzkxV1A0k1lXp/q1DYS24Wmw2U+5zIcip1RhvMng20UFdmpjFjWMlKMyn15lmQMxso90syZwS7ZgNJNZV6fysooQldcSxVUOqMNpg9G2ihrswGTbiVrDSTbGWd7dopRr7ZQPNaVtQNJFWUnJiJy2JFW+bPaMs7wFZxLFWQmiw9hmfNBsrXOpjtymzMhFvJSjOZGPC2rb3FvybfbKC5awOoG0iqJZOGyaHSYhi8q9LkItPvs+8vstwmBkqP4WhODBdaSRwati5WstJMsslKW1/xr5meDbTQmBVr2C+IBMzkEOBKi2Hwr0oXGrPS2E3oEjDlJCuRljwxrNlA0ojG/XtHltWyMjVzTLOBpFbKaR0EvxtooSZ0rbMiVTTeX17LytwYzjvAtjFbB5WsNJPpir6Eq9LpZCU3o9cAW6mRcmIY/G6g7FLl+QbYNvaCWhIgznlxXE7r4LxF4TTAVhrRRL93585s104xwlHvC5HUAFsJgHJaB8HvBlpkuf3c50SWS3Ic0lPljbvKJL0LwyaMYSUrzSTbT1rKzbPM/ClzGmArAVB2N1Dr/HVWNBtIamEpXZngxfGCy+03ZgwrWWkm4/2lNz3C/KvSvMmKms+lCib8lpWyBtjm3gQOLbcvtTHdOlhqDOeOH1yoK1PJitS7icHSs3mYP2Uu7wBbDUyUKpgYAAxaukt73awFtbSCrdRQuS0rueMH88Vpg8ewkpVmUs50OZg/ZU5Tl6VWJgagpWtmmmaxcpcqb8I1KiRAltKVCV4cN+FaQUpWmkliFGIdpb8uMnfap2YDSY0kxiDWWfrrInlWsG2iNSokQBJj3jZeYl2ce1PZvANsGzuGlaw0k9RUaUvtZ0VbZk+Z02wgqZXUZHkxnO+OtRpgK7UwfduTUpfbz95UdrIpuzJLvJOS1LVyK3oLzwygLXjXZbWsSBWUm3CHwjOtf3lnUvj7aiEsyWQyzanRKaLhEHtPjLJ9XRc9bVGslBmHzSad8LbhWGmvC+V28yzUldmYMaxkpZmkE+VX9Nls3TlNXZbaKTdZyW3903L7FfHIwUHe86UHOTw4Mev4C89ewd+8/nms7ylhPadmUm7LSm7LSb7WwemuzMac7KBkpZmkJr1F4UploZwvQKHZQKrkpQrSU6VX8jA7oW7CBbWWw6a+Njb0tPKGHRvpbYsxPJHkyNAEX77vIC/+6F18+HUXcP1FG2iJljgYugyZjMOM+mjRSfktK6Um3bkJdRPGsJKVZpFOeUFciYo+X8tKpjG/IBIwqSUkKzg/6W6+JvTl0Nce49b/eeW842/YsYn/fesj/OHXH+Nvbn+KCzd20z+WoH8sQW97jJeds4qrz13NhRt7lvT7h8aTfPfJY3ztgUM8dniIFR0xnr+5j9ddsoHnb+mrSpJUltQkhCKlz2ib1bKSL4YbuytTyUqzmG56LLGfFLwvQSb3qlTdQFIjqSlo6Sn9dUU3oSuOl+qSM3r59nuv4vs/P8G//PhpjgxOsKozzuYVbTx6aIiPf28PH//eHuKRENvXd7FlRTsAF23q4dLNvXS2RDg2NMnpsQSpjGNtVwudLRF+vOcke46PYgZPHBnmiSPDAHS1RHjN89az//Q433joMN946DCrO+NctW0Vb75sE5ec0UsoFKAWl3RiCQk3c1pWmqcrU8lKs8gO6ir3S5I7ODHvANvG/IJIwKSmyky4F7sqbewm9GpriYZ51XPX8arnrpt13DnH8eEpPvujp3n00CChkPGzfac5NjzJfzx0eNH3XdUZx4ANva387i88h8vP7OPyrX3T3T8PHhhg7/FR/v2Bg3zjoUN8/cFDdLdG2bqynRectYLXX7qRM1eVsXxDJaUm8w6u7R9LMJVKE4+EaYuF57cM5Wv9a6IYVrLSLLItK6WOQIf5gxO13H7DSaUzjCfTHBuaZN+JUSLhEDv399MRi7C/f5zz1nWxoaeVc9Z2sq67hWg4RHiRq1XnHBPJNOGQkUo72mLhvGMKnJ88FDXeoNwxK6F8V6X5FtRqzIo+KMyMtd0t/MkvbZ91PJXO8MypMX729GkODUzQEY9w6eZezGBgLEkqk+F5G3vYsrJ9wfe/5IxeLjmjlzc+fxMnRia5/fFj3P/sAD/Ze4p/PDjIP/3oaV55wVp+9fmbuHzrCmIR79/dOcd4Il0wRrPSGcfRoQkePDDIwwcGmUimmUqm6WyJEAoZyXSGVNqx58QoPa1RouEQY4kUV5+7mr72GCEzLjwxwMpMhE/9v5/T1x4jlXH8ZO8pfrzn1Kzf1dMW5YL13QxOJNjU28b29D7+F/B3t+/ivw/u4/tx+Kvv7Ob+u38CQMxN8hXgvx85RKTnGJdt6aO3vYz6PqCUrDSL7KJuFRmzogG2tTIymeRA/zgH+8dJpB33P9PP40eGePWF6xkYS/DIoUHOW9dFIpVhMpnGzOhqjeAcPGdNJ0cHJ/jUD/Zyw5VbGJlKcWJ4ivueOc3wZKrksmzsbSWTcUQjXuKSTGc42O/NDFnf3cLAeJKJ5Owk9uIzephIpFnVGWdoIolzcHBgnIlEmjVdLbTHI0yl0jx9coxLN/fSGg2T8f8jefjgIA+0D7M3Pcrn/+1B/vvRo1x7/houPqOX11+6kZUd3oDFZDrDkcEJfn5shHTGMTSR5PzDI1wIvONffsorM/t5M/Dtx48R6jJGp1JsOD3IlcDnfryPb/ZPsaI9xpVnreDGF5+1xH8xKUYkHGLbmk62rSljwb8CVne28PYrt/D2K7cAcGxokk98fw9fue8A33r0KABbV7YzOpViwO9y6mmL8pzVnazraeHZ0+Os7YoTi4SJhUNMptLcvecUQxPJ6d/R1x6jNRrm5OgUsXCIWCREJGScGJmaVZbcRORj0WNcYvCPP9g3fWxFe4x3XLmZM/raAJhIpHnqxCj3PH2akyNTPH54mGN2iv8Vh2dOjWJ4q9+2xiLEI2EiYSPivMRk19FBPvmFB+iIR7hq20ouOaOXVz9vHb1tMVqiYZxzpDKOVNrRP55g/6kxDg1OMDyR5MTIFOmMo689xvqeFg71T3B8ZJKuligrO+KcHpvi3qf7aY2F2X96nEjY+KUL19MRjzAylaK3LQrAVCrDFWeu4KJNPRX791Sy0iymk5Uym9CnkxF1Ay2XVDrD7uMjDIwl6WuPcaB/nK89cJCethiHBsY5PjzFM6fG8r72oQOD0/v3Pt1PSzRE3K+YhidSJNKz/33+6UdP09kSYUNPK+eu66K7NcqRwQneceVmzl/fTTKdYTKZYXVXnN62GJPJNEeHJth3cox7n+5nbCpF/1iCTX1tTCRTjEymWNEeo7ctxqGBCV5w9kraYmFSGceGntZZycPqrhb2nRhlIplmdWecF529kt3HRmiLR3DOEfbHjwxPJP3HRibbdZNKsHcgxcNT3uf98Z5T3P7Ecf729t08Z00n4ZDx2OGheX+fG8PHuDAKO5/t54zwIEThT27bxSmOAPDC0D6ujMF3HjvMk9ZFKuO4a/dJ/vOhI/z+K57DS56zikh4Ju5T6QwOONA/DsDTJ8d4+uQop8cSjEym+MaDh3j59jUMT6Zoj4U5MjRJJuPoH0vw3A3dHBue5PTYFO2xCL1tMTb1tfLooSEOD0ywsjPOn73mfF78nFVlRJEUsra7hb983XP57au3ce8zp7n/2X4GxpN0xiP0tcfoaIlwsH+cfSfGeGD/AIcGJnjEf+367hZaomEuPqOHy7eu4AVnrWDbmg7aYoX/C02mM5wcmeL48CTre1oZmfSSnLW3f4n4QC8/ftvLaIuFiUfDtEbDBVsqU+mMF3uHH4B/hk++6SLo2Qz/CL/z8nPggiu8E9NJ+BC8+8VbuWDdpfzbfQf40VMn+c7jx/jwt3cV/XeKho1kuvjpz/9w5568x3/jqq1KVqQM5c7thzzTPgsMsM23Bovk9f2fH+e2h4+QyjieOTU2PViwkGyz+AUbuulri9IWj3DNuatZ1Rkn46CvLUbaOQbHE3n75I8OTTCZzJDOOMamUjxvUw/OuZKmeq7vaeXSzX28ccemkj9vxfyl4y0Xn81bX3n1dPkfPzzEF362n2dOjzE6meK8dV1ce/4anruhmxUdcXrbonQ/tBvuhkf/5Bomdh6H78Mn33oJhxIdHB+e5PkuAT+Cz73jErrPexmpdIaPf28P//nwYd51y07AG8i5bU0nT58cZWA8uUhB4VuPHiUWDrF5RRsTyTQhMw4PTpDOOBLpDP1jCV509kpGplLctfskzsHZazrY2NtGb1vjNN8HzdruFq6/aAPXX7RhwfOccyTT3pToaDi04Ln5RMMh1ve0Tq83s6bLr3vDaYjF2eS3oixmOkledICt93x7NMR1F6zlugvWMjie4LHDQzx7epyv3HeA52/po6s1SjRkRMIhulujbF7RxtruFrpbo8QiITrjEU6MTDGRSOOA3rYop0an6IhH6WyJkEo7RhOp6QQrHDL6RxOEQtAaDZN2jngkTDJd2QvYqicrZnYd8A9AGPgX59xfV7sMTWl61cRKLAqXZ7n96eeUrBTjyOAkDx4YJBIyBv1m5YvP6OEXzltDazTMmq4WVnbE/FkU7YuOD8nqK9BHva57/gJddbEmxVzpKSzqVfrZ8l+woZuPvP7ChV/X7r0mYtAZ96q9K85cBe0rvOefPQY/gu4WL5Yj4RD/+9pz+M2XnMmtOw/xoW89yfBkir0nRlndGedVz1033eK0sbeVCzf1sLarhb72GMl0hngkTCwSIpNxwZqJIkUzM2KRZfi3W9L0e4pYwXYmSehpi3HVtlVctQ3efsXmon/VdGKV8z65uv3unqyO+PKnElVNVswsDHwKeDlwCLjfzG5zzj1ZzXI0pemWlXIWhcu5q3Im5a0RMOv53FHqut1UMd52xWbeVkLlIXiDX9OJ8hc2BC+OM36rSO46FwXuWNvZEuVdL9rKu160tehflTuLQ4mKzFP2Ksw5MZzOxnBOXWwGWMNOdqh2y8plwF7n3NMAZvYV4HpAycpy81dNPDSSJjYyyYHT46QzjgcPDDI8meTQwATxiNcsuLIjTks0xJHBCa7atopzR5P0pdNEgOTkKKcmw9z8308yOJ6kJRrm6lOneRngMmksHF2wGEum1pvmlS5z5U+YXdEnvHEmxHJmllRzjQrFcHNLT0Gst/TX5cZwMk8MQ/UmO9QghqudrGwADuY8PgRcXvK73P4BOHT/wueMHodoG8QrN7q8UrJDl9IZRzrjPYpFQrNGgmT8EdsGZJw3OjyV8fq5I+EQyVSGVCbjj+723svhZt0WwuXstGdG2Az85pcf5wmXf5BmPv/842f4ZHSQXwg9zZN/djlbM/vZkzmbf/7xM8QjIdpiYTqSw7wsDAf/9kWcsbqv/D/MYqZG4MSTsO6ihf/DeuvXoKVr+cpRCY98FXZ+buFzJoe9FrGO1dUpU9BlWz3KbR0E+NLrYeS4N4U/N7HOXqHe+g5Yc/7SyrmQTMobKNm9CbrWFz7vmg/ClhcuXzkq4fiT8K3fWficdAJGT0DnutJXbG1UJ3bBmS8r/XXZZOX7H5qJ1+icZMXC8OO/g2fvXloZF3Pofu93bbik8Dnnvw6ueHfFfmXgBtia2Y3AjQBnnHFG/pMicYgucpOs7k3eP26Nr2BSGcfx4UmmkhnGEimmkpl50zkBIv6Ap3AIUmlvAF7++1F5ARsJhzEijDtvgFMkZN69MWD6M2c/uQHj1sa9nMkvvfAlvDgd5fjQJC/fvoZLNveysiOOc46pVIahiSTjCW92x+HBCVZ1xOl8dpD9DySJA/2R53LGRW/lwcteTq9/d1V3aiv3fWY3U+OTDJ1IcO7aLqLhZerrBS8RmTtuJlcArloXjeNwZPEYzv6nvNBnbTZnv7y8in7ri2HbK7z/PFu6Yd0bZj+/5ny44PUwfir/6ysl+6Vu7Vn43z8A/7EvGsOh8OIxHG31LhqXu8W1nmy6DC58w+LnzdW7Fc7/ZZjo9x6vfA6sPm/2OVf9Hhz42dLLuBiX8VaSXjCGK5temMv/P+KyMLMrgT91zl3rP34/gHPur/Kdv2PHDrdz586875XOOO7cdZxbdx5iKpXm8q193PCCLXS2BONLMTie4OafPMsn/GldsXCIlR0xEmnHi7etpK89xpquFnraoiTSGXYfG+HBAwOk0o7nbuienjIKXiKzsjNOZ0uUvrYY29d3EQrYTbuGxpP8yW2P882Hj/DHv3gev37VmbUu0jxm9oBzbke1f+9CcSxSCsWwNIJy4rjaLSv3A9vMbCtwGHgT8JZS3+TEyCS//I8/5dDABLFwiLRz/HjPKQ4PTvJnrzl/elXC5fbsqTH2nRwlGg5xdGiCU6MJjgxO8NN9pznQ740Jufrc1bz24g380oXrApVcVFp3W5R/eNPFHBqY4O+++xTre1rnLbUtIiJSjqomK865lJn9FnA73tTlm51zT5T6Pn/2X09yaGCCv33D87j+ovVEwyHe+X/v48v3HeDuvSf5/K9dztaV7RwfnmTviVF2HR2mJRqmsyVCMu1Y391CxsHJ0UkGxpJceZa37HIsHGL/6XEmkmnOWtWed72KpL8s9NcfPMQ//fDpec9nW1B+46ozuea81VwatJtoLbO/fN1z+e0vP8Qffu1RLtvaN72qqIiISLmqPmbFOfdt4NtLeY9XbF/D8zd7S2xnffptl3LLT5/lr77zc172tz+gsyXCSBlLiOfa2Ns6nfSMJ7xxJseHJ6dX93vdxRv41edvIpHK0Nce4+zVHcG9LXmVnLO2k7974/N49f+5m9f940/4+K9exCVn9BbVqnRqdIqjg5Mk0hkSqQyjUymeOj7C5hVttMXCHBmcZEV7jOPDk4RDxt4To6ztbqWzJeINJva7NN+wY1PT/zuIiDSSwA2wLUa+lQdbomF+8yVncdW2Vfz3Y0d45tQYI5MpbnzxmZyztpOjg5P8/Ngw6QykMhm2re5kdCrF8ESSkckkoZCRzji2rGinPR7h7j0n+fqDh3nq+Ai9bTFvdcnVHfzS89ZzzppOLt3cW/QKhM3mgg3dfOZtl/CHX3+MX/m0N9hrbVeLNxA4bKzrbmF4IsWzp8cYT6T9Fi9vefdKeM3zNihZERFpIHWZrCxk+/outq+fP211dWcLzyvhPgWXbe3j915xTgVL1lyuu2AdF5/Ryz//6Gm+/uAhBicSpNLedOyRyRSJVIbxRJrz1nWxpitOIpXhuRu6OX9DN92tUaJhwzBC5q2e2D+WoCMeIZXJ0BbzkpvhySQrO7zXru6MT3e3dbY0XFiLiDQ11eqybNZ0tfDHr97OH796e8n3oREREcnSAg5SFUpURESkXEpWREREJNCUrIiIiEigKVkRERGRQKvqcvulMrOTwP4CT68ElvlGHlXRCJ+jXj7DZufcqmr/0gXiuF7+bovR56ieoMUw1MffbTGN8Bmgfj5HyXEc6GRlIWa2sxb3yKi0RvgcjfAZaqFR/m76HM2tEf5ujfAZoHE+Rz7qBhIREZFAU7IiIiIigVbPycpna12ACmmEz9EIn6EWGuXvps/R3Brh79YInwEa53PMU7djVkRERKQ51HPLioiIiDQBJSsiIiISaHWZrJjZdWa228z2mtn7al2eXGa2yczuMrMnzewJM3uvf7zPzO4wsz3+ttc/bmb2Cf+zPGpml+S81w3++XvM7IYafJawmT1kZt/yH281s3v9sn7VzGL+8bj/eK///Jac93i/f3y3mV1b7c8QVIrhqn4exfEyUAxX9fMohp1zdfUDhIF9wJlADHgE2F7rcuWUbx1wib/fCTwFbAc+CrzPP/4+4CP+/quA7wAGXAHc6x/vA572t73+fm+VP8vvAf8GfMt/fCvwJn//M8C7/f33AJ/x998EfNXf3+7/+8SBrf6/W7jW/0a1/lEMV/3zKI4r/zdVDFf38zR9DNdjy8plwF7n3NPOuQTwFeD6GpdpmnPuqHPuQX9/BNgFbMAr4y3+abcAr/X3rwc+7zz3AD1mtg64FrjDOdfvnBsA7gCuq9bnMLONwC8C/+I/NuBq4GsFPkP2s30NuMY//3rgK865KefcM8BevH+/ZqcYrhLF8bJRDFeJYthTj8nKBuBgzuND/rHA8ZvgLgbuBdY45476Tx0D1vj7hT5PrT/nx4E/ADL+4xXAoHMulac802X1nx/yz6/1Zwiquvm71HkMg+J4udTN30Qx3BgxXI/JSl0wsw7g68DvOOeGc59zXrtcYOeMm9mrgRPOuQdqXRapnXqOYVAci2K4kURqXYAyHAY25Tze6B8LDDOL4n1BvuSc+4Z/+LiZrXPOHfWbF0/4xwt9nsPAZ83sA0AaiAJPmtlXnXO5GfJyeCHwGjN7FdACdAH/gNc0GvEz9ty/e/YzHDKzCNANnF7gszW7wP9dGiCGQXG8nAL/N1EMN1gM13rQTKk/eAnW03iDhLIDu86vdblyymfA54GPzzn+N8we2PVRf/8XmT2w6z7/eB+QxOuL7AWeBb4I/GeVP89LmRnU9e/MHtT1Hn//JmYP6rrV3z+f2YO6nqbOBnUt099UMVz9z6Q4ruzfUzFc/c/U1DFc8wKU+Y/2KrzR3fuAD9S6PHPK9iK8psVHgYf9n1fh9RveCewBvgf0+ecb8Cn/szwG7Mh5r1N42e9e4J3Zz11kOfrw+iV/yX/c4b/PO0r8PLlfkDOB+/z3+Xcg7h9v8R/v9Z8/M+f1H/A/227glbX+9wnKj2K4qHK8AXhgzrHfA75ZxmdSHFc+ThTDi5fjSmA052cSeLbMz9TUMazl9gPMzJ4Fft059z0zawM+jXeLhHf4z78F7yrhwgKvfwXe1cWFwIfxpty9viqFF2FpMWxmceAo8ELn3C7/2EPAXzjnvl6tzyDNban1cM77RPESpJ86596/zMVuOEpWAsz/kqwEUkA7cBK41jn3WAnv8X/wMvI+4ELn3OnKl1Qkv6XGsJl9Guh3zn3AzM4H7gbWOuemlqnIIrNUoh723+fTeONGXuOcyyx2vsym2UDB91rnXA9e895vAT80s7UlvP6zwAXAvypRkRpZSgzfArzFXyvi7Xh98EpUpNqWVA+b2W/iXTS+RYlKeZSs1AnnXNp5I9rTeP2xizKzMF6y8nngPWZ29jIWUWRB5cSw8xboSgBXAW8BvrB8JRRZWJn18FXAh4Dr3Zzp01I8JSt1wr93xfV4I9J3FfmyP8IbZPZreKPgP+8nMCJVV2YMg5dsfxJIOufuXpbCiRSh1Bg2s014S+O/wzn31HKXr5EpWQm+/zKzUWAYb5DsDc65JwDM7K1m9kS+F5nZpXgzJ97hnEsDH8FLXAJ1wzFpCmXFcI4v4HVlfnF5iylSULkxfA3eKrlfM7NR/2exeJc8NMBWRALNzFrxFu+6xDm3p9blEZHqU8uKiATdu4H7laiINK96XG5fRJqEP23UmLmrrIg0IXUDiYiISKCpG0hEREQCTcmKiIiIBFqgx6ysXLnSbdmypdbFkAbxwAMPnHLOrar271UcS6UohqURlBPHgU5WtmzZws6dO2tdDGkQZra/Fr9XcSyVohiWRlBOHKsbSERERAJt0WTFzFrM7D4ze8TMnjCzP/OPbzWze81sr5l91cxi/vG4/3iv//yWnPd6v398t5ldu2yfSkRERBpGMS0rU8DVzrnnARcB15nZFXjLt3/MOXc2MAC8yz//XcCAf/xj/nmY2XbgTcD5wHXAP+o+NSIiIrKYRZMV5xn1H0b9HwdcDXzNP34LM4s2Xe8/xn/+Gv/27tcDX3HOTTnnngH2ApdV4kOIiIhI4ypqzIqZhc3sYbz7c9wB7AMGnXMp/5RDwAZ/fwNwEMB/fghYkXs8z2tyf9eNZrbTzHaePHmy5A8kEgSKY6l3imEJkqKSFedc2jl3EbARrzXk3OUqkHPus865Hc65HatWVX2GnkhFKI6l3imGJUhKmg3knBsE7gKuBHrMLDv1eSNw2N8/DGwC8J/vBk7nHs/zGhEREZG8ipkNtMrMevz9VuDlwC68pOX1/mk3AN/092/zH+M//33n3YDoNuBN/myhrcA24L4KfQ4RERFpUMUsCrcOuMWfuRMCbnXOfcvMngS+YmZ/ATwEfM4//3PAF8xsL9CPNwMI59wTZnYr8CSQAm5yzqUr+3FERESk0SyarDjnHgUuznP8afLM5nHOTQJvKPBeHwY+XHoxRUREpFlpBVsREREJNCUrIiIiEmhKVkRERCTQlKyIiIhIoClZERERkUBTsiIiIiKBpmRFREREAk3JioiIiASakhUREREJNCUrIiIiEmhKVkRERCTQlKyIiIhIoClZERERkUBTsiIiIiKBpmRFREREAk3JioiIiASakhUREREJNCUrIiIiEmhKVkRERCTQlKyIiIhIoClZERERkUBTsiIiIiKBpmRFREREAk3JioiIiASakhUREREJNCUrIiIiEmhKVkRERCTQlKxIZR1+EDKZWpdCpHyn9sLkUK1LIVK+sVMwsL/WpagoJStSOf3PwD+/DP5qAwwfrXVpRMrzyUvhr8+AQw/UuiQi5fniL8M/XAiP/nutS1IxSlakchKj3jY5Dp+/vrZlEVmqf7m61iUQKU//s972G79e02JU0qLJipltMrO7zOxJM3vCzN7rH+8zszvMbI+/7fWPm5l9wsz2mtmjZnZJznvd4J+/x8xuWL6PJTWRTs7sn9pdu3KIiDSzTZfN7DtXu3JUUDEtKyng951z24ErgJvMbDvwPuBO59w24E7/McArgW3+z43Ap8FLboAPApcDlwEfzCY40iAyqZn93i01K4bIkoSitS6ByNJkci4ccy8i69iiyYpz7qhz7kF/fwTYBWwArgdu8U+7BXitv3898HnnuQfoMbN1wLXAHc65fufcAHAHcF0lP4zUWO6X4pxfrF05RMrl3ExFv+55tS2LSLnSOReO6UTtylFBJY1ZMbMtwMXAvcAa51x2FOUxYI2/vwE4mPOyQ/6xQsfn/o4bzWynme08efJkKcWTWsv9UmQaI5svl+K4TmXSM/u5FX4TUgzXsdz6t0Hq4qKTFTPrAL4O/I5zbjj3OeecAyrSMeac+6xzbodzbseqVasq8ZZSLZnGy+bLpTiuU7lxqxhWDNerWXHcRMmKmUXxEpUvOee+4R8+7nfv4G9P+McPA5tyXr7RP1bouDSKdOP1k0qTmdXX39zJitSxZuwGMjMDPgfscs79fc5TtwHZGT03AN/MOf4Of1bQFcCQ3110O/AKM+v1B9a+wj8mjaIBs3lpMrmVfKa5u4GkjjXgANtIEee8EHg78JiZPewf+yPgr4FbzexdwH7gjf5z3wZeBewFxoF3Ajjn+s3sQ8D9/nl/7pzrr8SHkICYrtytYbJ5aTJqWZFG0ICt3IsmK865uwEr8PQ1ec53wE0F3utm4OZSCih1JPuliLU3zBdEmkw2QYm2K1mR+pVOejGcHGuYONYKtlI50xV9a8OMQJcmM51wtzX9bCCpY5mkF8PZ/QagZEUqJ/uliLTOngIqUi+yXZmRFnCKYalT6aQXw9AwN5ZVsiKVk8ptWdFVqdSh1KS3VQxLPUsnvBiGholjJStSOeOnvG1rD7jGyOalyYz5MdzSo9ZBqU/JCe+msi093uMGaSFUsiKVMTUKD34etlwF4VjDZPPSZO79DLR0w8bnA65hmtClidz3We9icdvLvccNUhcrWZHKePbHMHYSrvp9CIV1VSr1Z3II9nwXnv8b0OrfY7VBrkqliTz273DGlbDlRd7jBqmLlaxIZYz59w5ZcRaEIg2TzUsTyXYBrTjbS7hBcSz1Z+z0TD0MSlZEZhn31/drW+EnK40xXU6ayMSAt23rm6notV6Q1BPnYKIfWvtyEu7GiGElK7KwA/dAcnLx8yYGvLEq0TavCX1icNmLJlKUk7th+Mji52WTldbemW6g7DGRWho9CcceX/y85IQ3o60BY1jJihQ2MQA3Xwufe/ni5yZGIdYBZtCxGkaPe1m+SK196jL4+/MWbw6fGvG28U7oWOPtj54ofL5ItXzzJvjMC2Ho0MLnJca87awYPr68ZasSJStSWGLc2x57FCaHFzl3zFtmH7wvSTrRMBm9NIh9dy38fNKP92ibl3ADjB5b3jKJFCM14W3v/5eFz0uMettYu//TCSNKVqTR5d5TYqFm9EM74ZEvz05WQFelEgzm990PPlv4nOEj8KO/8fZjHdC51ttvkKtSqXMdfjwO7C98TjqVE8PZunh1w8SwkhUpLHdwYfaqM59//UVvG+vwtg3W/Ch1Lhz1tsmJwufc8UEYeNbbj7VD20rAlHBLMGQvHBeK4QM/hYe/5O1nk5XOtQ0Tw0pWpLD01Mz+QlM4s0uUb9zhbdWyIkGSHTu10MyeU0/N7EdbIByB9pVKuCUYssnKQjN7suNVANZf4m3VsiJNIbcbqFBFnzsu5cyXetuOVd52TMmKBED21g+FEu5MGo4+7O2vu2jmePtqbxaGSK1l6+KFEu6jj8zst/V52/bVDVMPK1mRwnK/GIUy+h/9rbcNx+DMl/n7cf/1ifyvEamm7Cq0hSr6p26f2f/lf57Zj8QUwxIM0y0rBRLu8X744Ue9/dffPHM8EmuYtYIitS6ABFgxLStjJ6FnM/zOozPHzM+BdTNDqbVMeiYOCyUe2dWXf/cJ6N44c9xCimEJhmz9WyiGJwa8pPx1n4ULfmXmeAPFsFpWpLBikpXUFETis49Nr5zYGF8SqWOzWgcLXJVm4zw8J44trHsDSTAs1g2UfT4Sm33cGuc+bUpWpLBiuoESoxCKzj6WnSqqil5qrZiEOzvTbW5FrxtySlAs1g2UnSU0N+EONU7CrW4gKayYin7v9+YfC/k5sCp6qbViEu47/sTbRlpmH7dwwzShS52b7gYqEMM/+Cv/+TndRNkYds5bXbyOqWVFClusCX2h5fQbqK9U6lgxCXdWeG4TuimGJRgWm7q857vedu46LNPjB+v/1idKVqSwxSr61NT8Y1nq75cgyI3hhdYKgvlXnuoGkqCYbllZLIbn/JeebeVugLpYyYoUNquiz5OsZG/8lo8qegmC3CS71CmcSrglKIpZFA5m1rjKyo4fbIC6WMmKFDarGyhPsE/5Nzd82QfmP6f+fgmCYlpWLAxrnzv/uBJuCYrFBthuf623Pevq2cdDjTPZQcmKFLZYN1D25oabLpv/nMasSBAslqykk16cPueV859Twi1BsdgA29ETsPmF849b40x2ULIihRXqBjr+BNz22zB00HvctWH+a0OhhviCSJ0r1A00OQz/8T/hyMOAg67181+rhFuColDLyp1/DvvugpEjBWI427JS/3GsqctSWKHZQJ99qfflyd7NtnPd/Neqv1+CoFDLys8+BY98eeYmb0q4Jaicy5+sDB6EH/8d3PNp73i+ZCXUOMmKWlaksFndQP6XJJOZOX5iF7R0Q7xj/mvV3y9BUKh18MDPvG12qmehq1Il3FJruQlK7gVkdrpyrN2L83wJt7qBpCmkExBpBWymoj/x5Mzzx5/I/wUBNaFLMGQr92j7TMLtHBx+0Ns/scvbFroqVQxLrWUT7miblzxn10zZ9/3ZzxfqyoSGSLqVrEhh6aS3UFY4OlPpZ5vNASYH83cBga5KJRiyFXmsbSbhTicg4U+7nxz0tq29819r6gaSAMhNVmCmLh455m0nh7xtZ5N3A5nZzWZ2wswezznWZ2Z3mNkef9vrHzcz+4SZ7TWzR83skpzX3OCfv8fMbliejyMVlR2XEorMNEVm76Oy7iJvm63s5wqFdSNDqb3pir51JoYTY9523fNmzsu3FLkSbgmCbHIS85OV3Lq4d+vMee0r5r+2ydZZ+VfgujnH3gfc6ZzbBtzpPwZ4JbDN/7kR+DR4yQ3wQeBy4DLgg9kERwIsNeW1rISiORW9n6xcdqO3He/P/1oLqaKX2ptOVnK6gbIJ96X/Y+HXKuGWIMiuFB5t97bZFsLEGGx8/sx58a75r22mdVaccz8C5v6PdD1wi79/C/DanOOfd557gB4zWwdcC9zhnOt3zg0AdzA/AZKgSSe9lpVwZCa7T/pXpavO8baFVrHVmBUJgnzdQNmEO9a58GsVwxIEua2DMDvpzra2QP5kpYEG2JY7dXmNc+6ov38MWOPvbwAO5px3yD9W6LgE2eSQN9I8NZnT9DjpbfvOhC1XwYt+N/9rNRtIgiDbn9/SPbOf8mcARVvhyt+C1p78rw2pG0gCIBu32TjNrYujbfD6m+Gxr3kXlXNpnZUZzjlnZhW7paOZ3YjXhcQZZ5xRqbeVchx7FDa/AA7tnOnnz2b5kTj8j28Vfm2T9/crjgPi6KPewMOu9TMzf7KthOEYXPvhwq9t8gG2iuGAOPaot914mTcDKDEKrJkZU3jBr3g/+UzfyLD+k5VyZwMd97t38Lcn/OOHgU055230jxU6Po9z7rPOuR3OuR2rVq3Kd4pUw+hJGD7sDaRt64MJvycwt6JfSJO3rCiOA+Low7D+Imjt88ZX5S6wlV3UsJAmT7gVwwFx9BGId8MGf77KxIC3TScWr4ebbIBtPrcB2Rk9NwDfzDn+Dn9W0BXAkN9ddDvwCjPr9QfWvsI/JkF18ufeds35MxU9zPT7hxZplLPwzHoAIrWQScOpPV4Mt/VBesrr559OuBdJVrTOigTByd2wZju0+bN9xvv95MN5kx8W0kADbBftBjKzLwMvBVaa2SG8WT1/DdxqZu8C9gNv9E//NvAqYC8wDrwTwDnXb2YfAu73z/tz51yBaSQSCOnsCPQ2bw2KU7v940kvUck31TOXWUN8QaSOZVKA88amtPZ5x8b7cxLuIlpWNBtIai01BS1dM2sBTfTnJNyLXTQ20QBb59ybCzx1TZ5zHXBTgfe5Gbi5pNJJ7WQr6VDYuyod95seM8nFmx6zr2uAL4jUsWz8mR/D4Ff0/gDFRSt6JdwSAC7txXA2WSk14YaGaCHUCraSX7aStpB3VZoYgVTCb1lZ5AsCTd/fLwGQjb9QeHbLyvSYFY27kjqQSXux2NLj1cezWlaKiGFoiGRFd12W/DI5Ff30VemAv/ZKEWGjil5qrVDLSlYxV6VKuKXWXMaLxVDIS1jGm7MbSC0rkp/Lqehz+0qL7QbSglpSay6nK3NWy0q2G0gDbKUOZNIzU5CzMzOL7gbSjQyl0eVrWclW9EV3A6milxrK5HZlZhPugRJntGU0q01qKztmBWZmZpYyow3UsiINLJtoWHhmWfLkuD+3v5huoOZeUEsCIHfMSiQG4bi3uGGxY1amr0qVdEsNZcesAMQ7/BgucsyKBthKw8su6RwKzzRBZtLeVakG2Eo9yMZwtsLOLp9fdDdQ4/T3Sx3LpGZiOFuvFts62EDrrChZkfxyu4EsJ+DTKY1ZkfqQG8Pgr5tSQkXfQFelUsdcZiZWsxMXiu0Gmh5gW/8xrGRF8ssdYJvb75nRbCCpE7kxDDNdk6X29zfAVanUsdwBttlxVNMt38Wus1L/MaxkRfIr2LKSUDeQ1IfchQ1hJiZL7e9X0i21lDvAdjrhLvL+VrqRoTS86cGJkdktK8V2A4W0VLnUWO64q+y2pG6gxpn2KXUsk56J1XkJd5EtKw2QcCtZkfwyOcmKldENZNYQ2bzUsdyEG2ZX9MXc32q6G0hTl6WGMqk5Y1ZSWmdFZNr0TIpQTlNiGhLj3s0NF6NuIKm1fLOBMhlvCn5RMazZQBIAuVOXs4PEE+Pe42jrwq/VOivS8Aq1rIweh47Vi79eA2yl1jIFWlZKiWFQ0i215dKzuzJdxothgI41C7+2gWa0KVmR/Gats+IHfDoB46cW/4KAWlak9uYmK9nBiaMnioxhtaxIAOR2A2VbVkZPePHZvnLh1zbQjQyVrEh+swbY+l+U0RNe0BdzVap1VqTWphNuv5oLRUprWWmgq1KpY5k08xY2HD0ObStnkpFCsuOyGiDhVrIi+eXesTb7RRk54m2LuSrVbCCptXwDbEtpWVE3kNSac3430JxF4YpuHWycGFayIvllUoB5V6XZSnv4qLcttgm9Ab4gUsfyDbBNjMHUcGktKw1wVSp1Kt8qzOWMu2qAGFayIvnNmtvvh8nIMW/bvmrx12uArdTadDdQTsvKdAyXMsBWLYRSI25OspJtsR472XRdmUpWJL9MavYXBCAx6m1j7Yu/PrsstEitTK9gmzPANjHi7ceKmbrs9/crjqVW8iXcLl389PsG6spUsiL55d48K5udp6a87WIrf4K6gaT25g6wtXBODBd5ywhQC6HUTu7YQchZbj+1+Oq1oBsZShPIvS15NjtPTXrbYr4kGmArtTb3qjQULj2GQUm31E6hlpVMsviLRmiIGC7i00pTyu0GmteyohsZSh3INxtILStST+YOsM2OBXSutIS7AWJYyYrkl5kzXQ4gNeE/LiJsQlpnRWpsXhN6GJITM/uLmb4qVRxLjcwdYJu9CMydzrwQDbCVhjerZcX8BbWyAxaLrOgbIJuXOjb3qjQcBVzO/iI0G0hqbW43UO4d74tqHWycbiAlK5Jf7gBbgEiLtw3HFr9bLagbSGov95YRMBPDMLvSL0TL7UutzW0djMRnnlM3kAj+ANucXDYS96Yuh+OFX5NL66xIrc29Kp1V0ReRrGiArZQhkcrw2OFBTgxPEQ4Z56ztZO+JUb7x4GH294/xgrNW8oZLN3JydIrhiSSxSIh4JMwzp8Y4Z20nqbRjMpWmNRqG0ye4ArjvwDD90aOc1Z9km/97vvrQcT573w+45rw19LXHGJtKcWp0ilg4xOHBCbasaGdLb4y3AU8eHsCODrN1ZTst0cVbxk8MT/LQwUGODk4Qj4Y5PTrFi5+zis197Uyl07THIrTHIzjntVTanAtY59y8Y0ulZEXyy715FuS0rBSRzYN/JeC8gWAVDlqRoswdYFtyy0rjXJXK8nLO8fjhYd77lYd4+tRY3nOy1eDjh4f57I+eLup9z7LD3BmHL9x7iP/62YP8avgoH/Gr4MePT7IvPca+k09Pv79zEDLIuOmS8bYWuP3xo/zDIz8mGjbOW9fFhRu7+cXnrufyrX2EQjP184HT4/zG53ey+/jIvLL87XefWrCsLdEQiVSGjniEyVSG916zjZtednZRn7MYSlYkv8ycAVzZq9JiKnmYPTjRihjjIssm9yrHOcdYIk064zg9OsXx4SlaoiEeOTjI0eFJHjowyOB4gusv2kBLNEw0bAxPJEmkMuw9Ocq3HzvGOWs6eeHZK+lsibD35CgDYwn62mMcH55kVWeclR1xTo8mODkyRXs8zK6jI4RDxobeVvadGGVFR4ynjo+ysiNOZ0uEY0OTbF7RxhVnruAl56zi3LWdxCNh7t57isMDEwxNJHnDjo2c0dfGT/aewgEd8Qi9bTGePjnKeCLN+eu7OHNVB+GQkck4zMD8JMNZiNHJJJFMmNbsHyVSuIUwk3E4vIo/AhwbGucztz3BlhVtdLZESaYzhMwYGE+Qyjju3nOKtd0t9LRFiUfCbOht5a6fn6CzJcIF67tpj0eI+P8h9I8n6GqJ0tUaYX1P6/R/cut7WomEjKGJJBnneN3FGyp+ZVppo1MpfrD7BIPjSSaTaRLpDKdHE1ywoYvjw94VfndrlLRzPHxwkO7WKOet6yJkXuvD2FSKVMbR2xbjQP84BsSjITriUSaSaXrboqTSjtGpFKNTKWKR/KMWBsYT7Dk+SjrjCBls6mujJRrm8MAEw5NJNva2EQ7BqZEE7fEIHfEwp8YSHOof53mbeugfSzCZzPj/2TtOjSZ4+OAgZnDhhm4SaUcsbKQyjslkGjNj74lRYpEQa7riTCQynBqdmi7PivYYr75wHW98/iaODE4yNJFkVWecy7b00RoL8/8eP8ZEMkVbLEI8EqKrNcrQRJJTI1Os7W5hcDxJMp1hbVcLvWP74D/gj159Af9jwwvo2XMU7vZ+zx+/5nl86PJfnP5Ot8fCmHnxPzSRBGAskYJ/gNddtJaVmy5g/6kxfvDUSb54zwG+eM8BAK4+dzUD4wk6W6L8dO8pUhnH87f08oYdm3jh2SsZnkiy+9gI6YxjYDxBLBJiYCxJ2jnue+Y0Dx4Y5Befu462WNgb3mheHK/uLLIVvkhKViS/3AG2MHNVGikyWcmucjs1DK29lS1bA7hr9wne+X/vpyMeYXQqRXsszLqeVvaeGOUXzlvjJQmTSY4MThILh1jZGeOxQ0NcurmX3vYYU8kMU6kMkZDRP5YgHDKOj0zy9Mkxnrexm+PDU0ym0oxMpkj7l1ndfqVYjL+5fXfB53YfH8l75QXQHgsTChmrOuIk0t5V1rFhb22TlZ1x1na3sK67lYHxJCs74oQMetqiDE8k+defPsu//vTZvO/7mR/uo7ctysB44fKHDPra49P/cfxe5y5+G7j67+/mmfE4fxY5yQ1+jfcH/7GL4fgg4ZDxxJEhnj09znM3dGMGz5waY2Qyxfn2DP8dhz+59Wd8N/P8Rf9m2SvbXN98+Miir8sn4+D1l24s67XVsvvYML/1bw/VuhgAtEbDTCS95LS3zUt2JpMZetui7Do6QjKdYWgiSWs0TCRkjCZSdMQjHOgfZ2A8yYaeVtpiYSLhECdHvHjdsqKdqVSGDT2tpPzvUEc8QsY5jg9NcsaKNrat7qAlGqYjHmFdTysvP28Nm/papxPN89d3zyvrdResLf6DHfPux7aut4N1m3thdMX0U/G4l3qbGR3xmf/KQyGjt92rp3vbYxDrYEtHhi1XbAbgj/Fi/K6fn+C+Z/q58+fHcQ7OXt3BK85fw3uveQ7nrO2cfr8NPa2ct66r+DIvEyUrkp/LzElWSmxZ6VrnbYePKlnJ49CAN4V2dMobVzGWSHNoYByA7+06Tl97jP6xBOBVxKNTKYYnUzx4YJBo2IiFQ3S0REhnHPtOjrFlRRvxiPfvNTiRZEWH14d93touxhMpWqJhVnTESKUda7paGJ70KujVnXE2r2jn+PAka7pbOGtlB4l0mq7WKFPJzHRFfGRogolEmlWdcUJmOOdIO0d3a5RYOISZEQ4trSXg8OAEX7xnP/2jCR4/MsQfveo8tq3u4I5dx7n36X4iYeOKM1ewdWU7X773AJds7mVVZ5yD/eOcHksQNuP02BQ/3XeayWSaeMhBEtpbW3jR+hWcMd4H/d7v2jeQ5IHTx1jZEWdDTwuXbe2jPeb9/VZ3trC2O05yKAbPwFu3x3jzjudz7rpOJpMZQgaRcIixqRTt8QirO+PTLSfPnBqj3f+PY2VHnJMjUxweHCeRckyl0gxPpjg5MkU6kyGdgXPXdvK9XcfZsaWXLSu88QT3PH2a6y9av6S/ZTWcu7aLr7/7Sla0x8k4rwVk38lRzlrVQcj/z7otFiYSCrHr2DCTyTSb+tqIhUO0RL0WBcO8lpPJFMOTSUYmU7REQ/S1x2iJhmmPR2iLhgmHjWgof8tKKASxsPdc0FujSpZZqCuzyC75znUwMjtp3rqyna0v2sqvvWgrsDxjTCpNyYrkl7uCLeSMWSmyaa9rg7cdPgJrtle2bA3g7Vds5u3+lc5ishVJoQollc4QCS/vxL6zVnUs6/uDdwX3h9edO+/4Wy/fzFsvn/23ev6WvsXf8O7H4Xvwrfe+xGvpu/O78GPvqa/f9BJca+/CFXTmfPiLKC9Zm4Bzi7hpHHDmnL/T2u4W1na3FDjb87I57x2Eq9hitMcjXLp59r/DhRt78p57xorC97FZVeHugoay0GygBboyZ+la7100LiDoiQrUYOqymV1nZrvNbK+Zva/av1+KNG+AbbZlpchsvsu/Mhw+XNlyNaFsRVKoQlnuRKVuLTTANhJfvIIOhbwWwuHyunJElmyp0+/Bu3BsgBiuasuKmYWBTwEvBw4B95vZbc65J6tZDilCJg2hMOmM85r3wzPdQMeHJ2mJhulqiZBxkEx7g9NGJ1OcGk2QzjjOW70GwxriSyJ1asE1Koqs6DvXK4alduauYFvqOivgJdwjR6fr9HpV7W6gy4C9zrmnAczsK8D1QGnJyk8+AccfX/ic8X5o6SpuSeIGkXGO4YkU40lv8NjAWJL9/WNMJTNEw0Z3a5TO1iiZjGNsambgJXjrekZChnPe++wY/iE/TW/nLX/0bVZ3xvnr1BBXAz/bP8qb//JOwOsnTqQLr+55X7yb8D3/RvuJvUXN7QeYTKaZTKaJhkOk/dGK7bGIN7vDL2fGOQybngqYSjui4ZmrZPulj88M8A2q3f8PnvjGwudMjXjxG21d+DzJ79FbvW2+ir7YeqFrPey9E75xY2XLtpgr3g3rL67u7yzV6X3ww48sfE5qElIJry6W0h3a6W2nLxZzk5USuoFcGr7+ruKT9Eo46xp43q9W7O2q/T/5BuBgzuNDwOW5J5jZjcCNAGeccUb+dzm5Gw7eu/BvGjsF0TaIFe4rbRQOGE+kOT06NT0bYcB/bjN+EpKC9MRMctJizBoQmTuLwQyOhNbyRNc1/PYFZ7P35Ci7juxg+8SzPNT2Yn73kufQHg9zaGAC5xy7jo6weUUbve0xNvW1kU5nePTwED/Z+2IumbiH0Sd+RHs8Qk9bdHogYq60g3F/emIiNT/5GZh3pLBwyHBXjrBpfW2TlUXjeOTI4jGcGIfkOLSvXIYSNoHezbD5RTMLXGzYASufA+svKX7tn3NeCUceWvzfqtIurFwlX65FYzgxuvjfxWVg6BD0FKjLZXEbdsDaC7z93s1e/MLMscWc8QJYda4Xx9W0onJrrACYmzvXbhmZ2euB65xzv+4/fjtwuXPut/Kdv2PHDrdz586qla9eTKXSHOyf4ODAOD8/OsKtOw/yjL8Q0U0vO4urtq3iYP84k8k011+8ga6WKM45JpJpjg5NsqI9RmdLdMmzN4rxg90n+MB/PM7hQW/2y8beVp6zppMLN3az89kB7t57avrcDT2t9LXHuHRzL+u6Wzg6NMm5azs5ODDOs6fGWdUZpyMeoaMlQiqd4ZlT4+w/PcaB/nFed4k3oPdg/zj/582X5P1sZvaAc27Hsn/oORTHUimKYWkE5cRxtVtWDgObch5v9I81tWTaWzPjyKC3ANbYVIqhiSRDE0mODk3y032n2X/aW/shu55AbhdOb1uU/+/V23nr5WdMd7dcceaKWb/DzGiLRaoyqyPXS89ZzU/edzUPHxzkO48d5VuPHuX7Pz/B939+YvqcXzhvDTe97Cwu2tRTF6PSRUSkuqqdrNwPbDOzrXhJypuAt1S5DEuW9lcyPDw4wamRKU6MTDHirxXwzKlRfrznFFefu5rBiSTdrVEGxhIMjCfoiEcZmUzinLdS43gizdBEkgOnxwuO/YiEjNZYmK6WKG3RMC84eyXdrVEMuGBD93QrRNBnhFy0qYeLNvXwvleeSyKdIRIKVaVlR0RE6l9VkxXnXMrMfgu4HQgDNzvnnij1fZ49NcaTR4cZm/IGkob8Zar3HB9hdWcL7fEISf8///2nx7n/2X762mO88OwVZBw8c3JsevnnCzZ04/zbxv/wqZNEQsaFG3uYSKQ5NTrFvc94q0htX9fFWCLF/tPjRZXxS/ceyHvczBuYuqGnlXU9Lazp6uDyrX30tcfY0NNKJBxiZUeM9f6Kiuu6WxvqP3Uzm168TEREpBhVnyrjnPs28O2lvMcf/+fjs8Y6FOuHT52cd+y+Z71kJHep7KeOj7KiPTZrsaL1PV4StKI9RiwSYlVnCy88awWbV7TT2x6dvgtld2uUqVQaw4hFQhiQdo6w2awbRomIiEhx6nJe7x9cdw7vs3OJRUIk0xmcg86WCIlUhoMD45y9qpNkJsPoZIqQGYcHJ1jf08KarhYMiEVCjE6lWNUZZ3wqTWvMu19EJBwik3FLTiraYrP/rF7KIiIiIuWoy2Sl0JLOANvWdM479tyN828m1dPmzTef2yWh1g8REZFgCfaoTBEREWl6SlZEREQk0JSsiIiISKApWREREZFAU7IiIiIigVbVewOVysxOAvsLPL0SKH2xleoKehmDXj6obBk3O+dWVei9irZAHDfb3385BL180NgxDMH/Nwh6+SD4Zax0+UqO40AnKwsxs521uKFXKYJexqCXD+qjjOWqh88W9DIGvXxQH2VciqB/vqCXD4JfxiCUT91AIiIiEmhKVkRERCTQ6jlZ+WytC1CEoJcx6OWD+ihjuerhswW9jEEvH9RHGZci6J8v6OWD4Jex5uWr2zErIiIi0hzquWVFREREmkBdJitmdp2Z7TazvWb2vir+3k1mdpeZPWlmT5jZe/3jfWZ2h5nt8be9/nEzs0/45XzUzC7Jea8b/PP3mNkNFS5n2MweMrNv+Y+3mtm9fjm+amYx/3jcf7zXf35Lznu83z++28yurXD5eszsa2b2czPbZWZXBu1vuNwUw4uWUzEccIrhosoa2Diuuxh2ztXVDxAG9gFnAjHgEWB7lX73OuASf78TeArYDnwUeJ9//H3AR/z9VwHfAQy4ArjXP94HPO1ve/393gqW8/eAfwO+5T++FXiTv/8Z4N3+/nuAz/j7bwK+6u9v9/+ucWCr//cOV7B8twC/7u/HgJ6g/Q0Vw4phxbBiuJHjuN5iuOZBX8Yf+Erg9pzH7wfeX6OyfBN4ObAbWOcfWwfs9vf/CXhzzvm7/effDPxTzvFZ5y2xTBuBO4GrgW/5wXUKiMz9+wG3A1f6+xH/PJv7N809rwLl6waewR8vNfdvE4S/oWJYMawYVgw3chzXYwzXYzfQBuBgzuND/rGq8pvpLgbuBdY45476Tx0D1vj7hcq6nJ/h48AfABn/8Qpg0DmXyvO7psvhPz/kn7+c5dsKnAT+r988+i9m1k6w/obLLRBlVwyXTTEckLIHOIYh2HFcdzFcj8lKzZlZB/B14Hecc8O5zzkvvazJFCszezVwwjn3QC1+f5EiwCXAp51zFwNjeM2N02r5N2wWiuElUQwHQFBjGOoijusuhusxWTkMbMp5vNE/VhVmFsX7gnzJOfcN//BxM1vnP78OOLFIWYv6DGb2FjPbaWajZnbUzL5jZi9aoHgvBF5jZs8CX8FrfvwHoMfMInl+13Q5/Oe7gdPFlq9Mh4BDzrl7/cdfw/vSLMvfMKCaJob99ysljhXD9UExXN91cf3F8HL0LS3nD15G+DReM1Z2YNf5VfrdBnwe+Pic43/D7EFJH/X3f5HZg5Lu84/34fUX9vo/zwB9c97z9/AC5ZeBdiAK/BLwN0WW9aXMDOr6d2YP6nqPv38Tswd13ervn8/sQV1PU9nBiT8GzvH3/9T/+1X8bxjUn2aJ4aXGsWI4uD+K4fqvi+sthmse9GX+kV+FNwJ8H/CBKv7eF+E1iz0KPOz/vAqvb/FOYA/wvew/lv8P+ym/nI8BO3Le69eAvf7PO+f8nm5gFHhDmeWM+e/7uP/4bGAEL1P/dyDuH2/xH+8F7gPOzHmPD/jl3g28ssJ/x4uAnf7f8T/9IK/o3zDoP40ewxWK498EpvBmnpzpx+hRYFAxXPsfxXBRZV0PTAAp/30m/LLvpcZ1cb3FsFawDSAzuw5v9HiLmxmMNfecF+Fl6z0Fnr8AL3N+Ad4VwS8BL3TOpZel0CJzVCiOnwR+3zn3Hf/xfwB3O+f+bnlKLTKjEjE859wvASHn3JsrWtAmEFn8FKmBFcCpQl8OAOfc3Xjz4gs9/7iZ/QVexrwauEyJilTZkuMYby2ItwHfMbM+4Fq8NSlEqqESMQyAmf0hcC5ey5CUqB4H2DaD08DKnIFY5boF2Ax82zm3Z+nFEilJJeL4i8Av+dMq3wj82M1MrRRZbhWpi83slcB7gdc65yYqUrImo2QlmH6G11f/2iW+zz/iNWFeu8jIdZHlsOQ4ds4d9t/nl4G3A1+oSMlEirPkGDazc/AuHN/onDu42PmSn5KVAHLODQF/AnzKzF5rZm1mFjWzV5rZR4t5DzN7O3Ap8D+A3wZu8dclEKmKSsSx7/N4i2s9F/jGIueKVMxSY9jMuvBW2P2A310kZdIA2wAzs7cCvwuchzeb5wHgw865n5rZVcB3nHPzEhAzOwN4CHiNc+4n/rGvAsPOud+o2gcQofw4znl9G95qmv/hnLuhGmUWybWEuvilwF14i65NWyjeJT8lKyISeGa2D/hN59z3al0WEak+dQOJSKCZ2a/grU3x/VqXRURqQ1OXRSSwzOwHwHbg7c65zCKni0iDUjeQiIiIBJq6gURERCTQlKyIiIhIoAV6zMrKlSvdli1bal0MaRAPPPDAKefcqmr/XsWxVIpiWBpBOXEc6GRly5Yt7Ny5s9bFkAZhZvtr8XsVx1IpimFpBOXEsbqBREREJNAWTVbMrMXM7jOzR8zsCTP7M//4VjO718z2mtlXzSzmH4/7j/f6z2/Jea/3+8d3m9m1y/apREREpGEU07IyBVztnHsecBFwnZldAXwE+Jhz7mxgAHiXf/67gAH/+Mf88zCz7cCbgPOB64B/NLNwBT+LiIiINKBFkxXnGfUfRv0fB1wNfM0/fgszd6W83n+M//w1Zmb+8a8456acc88Ae4HLKvEhREREpHEVNWbFzMJm9jBwArgD2AcMOudS/imHgA3+/gbgIID//BCwIvd4ntfk/q4bzWynme08efJkyR9IJAgUx1LvFMMSJEUlK865tHPuImAjXmvIuctVIOfcZ51zO5xzO1atqvoMPZGKUBxLvVMMS5CUNBvIOTeId7vrK4EeM8tOfd4IHPb3DwObAPznu4HTucfzvEZEREQkr2JmA60ysx5/vxV4ObALL2l5vX/aDcA3/f3b/Mf4z3/feTcgug14kz9baCuwDbivQp9DREREGlQxi8KtA27xZ+6EgFudc98ysyeBr5jZXwAPAZ/zz/8c8AUz2wv0480Awjn3hJndCjwJpICbnHPpyn4cERERaTSLJivOuUeBi/Mcf5o8s3mcc5PAGwq814eBD5deTBEREWlWWsFWREREAk3JioiIiASakhUREREJNCUrIiIiEmhKVkRERCTQlKyIiIhIoClZERERkUBTsiIiIiKBpmRFREREAk3JioiIiASakhUREREJNCUrIiIiEmhKVkRERCTQlKyIiIhIoClZERERkUBTsiIiIiKBpmRFREREAk3JioiIiASakhUREREJNCUrIiIiEmhKVkRERCTQlKyIiIhIoClZERERkUBTsiIiIiKBpmRFREREAk3JioiIiASakhUREREJNCUrIiIiEmhKVkRERCTQlKyIiIhIoC2arJjZJjO7y8yeNLMnzOy9/vE+M7vDzPb4217/uJnZJ8xsr5k9amaX5LzXDf75e8zshuX7WCIiItIoimlZSQG/75zbDlwB3GRm24H3AXc657YBd/qPAV4JbPN/bgQ+DV5yA3wQuBy4DPhgNsERERERKWTRZMU5d9Q596C/PwLsAjYA1wO3+KfdArzW378e+Lzz3AP0mNk64FrgDudcv3NuALgDuK6SH0ZEREQaT0ljVsxsC3AxcC+wxjl31H/qGLDG398AHMx52SH/WKHjIiIiIgUVnayYWQfwdeB3nHPDuc855xzgKlEgM7vRzHaa2c6TJ09W4i1Fqk5xLPVOMSxBUlSyYmZRvETlS865b/iHj/vdO/jbE/7xw8CmnJdv9I8VOj6Lc+6zzrkdzrkdq1atKuWziASG4ljqnWJYgqSY2UAGfA7Y5Zz7+5ynbgOyM3puAL6Zc/wd/qygK4Ahv7voduAVZtbrD6x9hX9MREREpKBIEee8EHg78JiZPewf+yPgr4FbzexdwH7gjf5z3wZeBewFxoF3Ajjn+s3sQ8D9/nl/7pzrr8SHEBERkca1aLLinLsbsAJPX5PnfAfcVOC9bgZuLqWAIiIi0ty0gq2IiIgEmpIVERERCTQlK43i4H3wp91w4ue1LolIeVJTXgzf+0+1LolI+T77UvjCL9e6FA1HyUqj+Pm3vO0T/1HbcoiUa8xfy+M7f1DbcogsxZGHYN+dtS5Fw1GyUi9O7YUPr4dTexY+7+m7qlMekVI5Bx+/EB76Yv7nhw7N7Ccnq1MmkVL9x7vhP9+T/7l0cmb/6CPVKU+TULISdGOnvZ9HvwrJMfjR384/5/iT8JN/8PYP3gsDz1a1iCILSk7CwH4YOwWD++GbeSYLplNw87Uzj9VCKEHinHeh6Bw88m/w8Jcgk55/3kfPnNm/77PVK18TULISdF9+E/zNmfD417zHj34Ffvp/Zp/zyJdn9i0M9/9L9conspgf/jX8w4Xwrd+ZOfaf74HE2MzjZ344s7/yOaroJVj23gmf3AFffvPMsZuvg/6nZx5PDsGUfyeaLVfBY1+DcS0lVilKVoLu1FPeNvulOONK+O4fw9FHvceZDDzxn9CzGd53AM55pfclEQmKkePeNjuuautLvCvTBz8/c86jt3rb//Ug7HgXHHkQTu+rbjlFChk/5W2f+o63bV8FJ3bBd/+/mXOe9Bdxf83/gev+ClKTsOu/qlvOBqZkJehiHbD6fG//hb8Dr/K7gQ78zNsevAeGDsDVfwwt3bDqHBg94TVXigSBS0O829tf+1y44TYvVvf/xDuWGPMq9UtugBVnwarneMdHT+R/P5FqS015266N3vZ/PQhnvgT2/3Smrn30Vug7Cy5+O6w8xzs2phiulGKW25daSk/Bpsu8Cj7e6X0xQhF4+gdw+W/C49+AaDuc+4ve+S093n8OiVHvfJFaS01B5xr4/V2QTnjHVp8PT//Ii+c93/XGY134q95zLT3ednKwFqUVmS8bt7/xfXAZaOmC1du91sJjj0HHGnj2x/DSPwIziMQg2gYTgzUtdiNRy0rQpRIQiUP7Sm8bbYELXu9l9OkkDB+BvjMh1u6d3+JfwepLIkGRTkA47sVoa6937KK3wNSQN2Ni+Ih3bO0F3lYxLEGTbVmJtkDXOm//In/8yrM/hpGj3n42hsGLYyXcFaNkJejSUxCOzT627eXel2Dv9yA5DtHWmedae7ytviQSFKkp70oz17aXe9vH/h0S495+tM3bZhOayaHqlE9kMWk/WQnHZ471nel1++z6L5jwB9Lm1sUtPYrhClI3UJA551f08dnHz7oaerd6M4UA1jx35rlsE7quSiUoUlOzK3nwms3PfTX87JMzx8JRbxvv8rZKuCUosi0rcy8cn/8uuP2P4Auv8x5nE27wLhxVD1eMWlaCLJ0EHERaZh9v64P/+eOZx8cfm9nPNqEro5egSE95zee5zOCNX4DzXjP//HDEG1iuGJagyCbcoTn/ZV55E/zK52Yez2pZ6VYMV5CSlSBLTXjbuckKeINn+86afzw7diU5vnzlEilFajJ/DIdCsOny/K+Jts1eh0WkllJT+WMY4OxrZvZzZ2FG21QPV5CSlSDLNj3O7QbKuuE2b3vuq2eOZZsh9SWRoEhOFo7hy38z//FYGyQnlq9MIqVITRSO4dZeONsfg9W1fua4YriiNGYlyFL+/VEKZfTdG+GDg16Tela2GVJfEgmKha5Kw1EvhufSVakEyUIxDPC2r3mtKrPqYsVwJSlZCbLp6XKthc/J/XLATDeQmtAlKAp1A2XNjWFQRS/BkpqcP+5qrrlxHG2bmekmS6ZuoCDLto4Uan7MJxwDC6llRYJjsavSfKKtimEJjnyzMhcTbfMGl+e74aGUTMlKkE2PWSmhojfzVrTVVakExUL9/YXE2tU6KMGRnCg94Y5p/GAlKVkJsukxK6Vm9K36gkgwZDLeCrZqWZF6Vm7rICiOK0TJSpBNJysLjFnJR6PQJSjSOcuUlyLarhiW4Fhs3FU+US0jUUlKVoKs7JYVrVEhAbHYjLZCoq3ezQ1FgqCsMSv+RaYG2VaEkpUgK2fMCniDbLN3CRWppcXWCiokEvdu4ikSBOW0rGRjPtu6KEuiZCXIym1ZCUchk6p8eURKlVxgFeaFhCKKYQmOcpKVkL8yiGYDVYSSlSDLVvQLrbOSjyp6CYpyWwcVwxIkxayzMlco7G0VxxWhZCXIym1CD0WUzUswlDtmJRQBl559rxWRWilnNtB0y4qSlUpQshJkZVf0YX1BJBiWknCDkm4JhtQC97cqRMlKRSlZCbLEGGDegNlSqAldgiIx6m3LSbhBcSy1l5ry4lAtKzWlZCXITuyCldvy3ztlIUpWJChOPOltV24r7XWq6CUojj/hbUuO4WzCrdbBSlg0WTGzm83shJk9nnOsz8zuMLM9/rbXP25m9gkz22tmj5rZJTmvucE/f4+Z3bA8H6eBOAeHH4ANl5b+Wo1ZkaA4/AB0nwEdq0t7nZIVCYrDD3jbUutixXBFFdOy8q/AdXOOvQ+40zm3DbjTfwzwSmCb/3Mj8Gnwkhvgg8DlwGXAB7MJjhQwdBDGTpSZrGjMigTE4QdgwyWLnzeXxqxIUBx+ENpXQfem0l6nZKWiFk1WnHM/AvrnHL4euMXfvwV4bc7xzzvPPUCPma0DrgXucM71O+cGgDuYnwBJrnKzeVA3kATD6EkYPAAbd5T+Wo1ZkaA4/ABs2FFedzwohiuk3DEra5xzR/39Y8Aaf38DcDDnvEP+sULHpZDDD3gDa9dcUPprQxGtYCu1t9SEGxTHUluTQ3DqqSXGcLKyZWpSSx5g65xzQMUWQzCzG81sp5ntPHnyZKXetv4cfhDWXgiREmcCAbStgLFTWqOihhTHeMmKhWHd80p/bftKbzvWpH+7AFAMA0ceAlx5XZltK7ytYrgiyk1WjvvdO/jbE/7xw0Bux95G/1ih4/M45z7rnNvhnNuxatWqMovXAE48CesuLO+13Ru9O31ODFS2TFI0xTFeDK84G2Ltpb+2e6O3HTpU2TJJ0RTDeDMyobyEu6UbYp2K4QopN1m5DcjO6LkB+GbO8Xf4s4KuAIb87qLbgVeYWa8/sPYV/jEpJDEG8a7yXpsdCDZ4oHLlESlVYgxalhjDQwcXPk9kOWXXCSqnLjaDnk0wqBiuhMhiJ5jZl4GXAivN7BDerJ6/Bm41s3cB+4E3+qd/G3gVsBcYB94J4JzrN7MPAff75/25c27uoF3JyqS9vvpoW3mv78mp6NdfVLFiiZQkNVn6fa2yWnsh1qGKXmorOel1ZYaj5b2+exMM6aKxEhZNVpxzby7w1DV5znXATQXe52bg5pJK16ymb2BY4oqJWdNXpWp+lBpKjkN8bXmvNfO6gtSyIrWUnPAS7lJnAmV1b4RD91W2TE1KK9gG0fQ9gcq8Km1b4b1WV6VSS8ky7lSbq3uTkhWprdRE6cvs5+rZ5I0dnBqtXJmalJKVIFpqy0q2r1TNj1JLqYnyE25Qf7/UXnIJXZmgsVcVpGQliKaTlTLHrIDfhK5uIKmhbBN6ubo3wkS/f0NPkRpIjlcoWVFdvFRKVoIo5ScrS2l+7NZVqdTYkq9Kz/C2quilVlKTS+8GAs3MrAAlK0GU9MesLKW/v2cTjJ+CxHhlyiRSqkr094OSbqmdpbYOdqyFUFTdQBWgZCWIkn6CsaRuIF2VSg2lk949UZYUw9kmdF2VSo0sNVkJhaB7gxLuClCyEkTTs4GW0g2UXQFUXxKpgaUOEgfoXOvdX0UJt9TKUgeJgz+rTTG8VEpWgmi6ol/iTApQsiK1UYmEOxSGrvW6KpXaWer0e9AU/ApRshJEyQoMsO1c721Hji29PCKlmu7KXOJVadcGGDm6+HkiyyFZgZaVrvVeDOvGskuiZCWIslelS6nowxGvCT01VZkyiZQiG3dLSbgBInHv1hMitZCqQMtKpAVcxhvDJWVTshJE2co5HFva+4SikEkuvTwipZpOVuJLe59QxBusK1IL6QSElxjDYf+uNorjJVGyEkSVrOgz6aWXR6RU0wn3UmM4qitSqZ3UFESWetHoJyuK4yVRshJElarow7oqlRqZTriXWNGHI6rkpTacg/RUZRJuUBwvkZKVIEonAPNmQyyFuoGkVirZlamEW2ohm1wsNYbVDVQRSlaCKDXldQGVe1vyrJCuSqVGKtYNpBiWGqlU66C6gSpCyUoQVWJQF/jdQPqCSA1UrBtIY1akRio57grUyr1ESlaCKJ3wKumlUjeQ1ErFuoE07kpqZDqGl1gXZ1+vC8clUbISRKnE0mcCgfclUUUvtVDJZEUJt9RCJWdlguJ4iZSsBFHFWlY0dVlqpFLJirqBpFayF3qVSLhBcbxESlaCqBLT5UBXpVI7KT9ZqciicKrkpQbSfstKJRJuUCv3EilZCaJUYukDE0HdQFI7larolXBLrVSsG0jrrFSCkpUgSieWXsmDpn1K7agbSOrddDfQErvks+tlKY6XRMlKEFVq6rKSFamVVAUXhXMZyGSWXiaRUky3Di51JXF1A1WCkpUgqsT9KEDdQFI76Skv0QgtsYqZvipVHEuVVWzcldZZqQQlK0FUsQG2WmdFaqSS0+9BSbdUX8UG2GaX21cr91JEal0AySM5CdGWpb+Ppi5LraQmIFKJGNbgRKmR5AQALtJCIpUmkcoQDYeIhb1rfDOwYm6JoqnLFaFkJYiSExBtW/r76K7LUiuVimFV9IG17+QoH/rWk8QjIVqiYSaTaQbGkrTEwvS0Rsk4RzrjSGW8bTwSwjkIh4z+sQSJdIZNva0kM45UOkMq7YiGQ9OvOzWWoK8tSjhkRMMhOlsijCXStMfCjE6lGJpIks44To8mCOUkDQ7H0cFJettjtEbn3wx2eDLJZDJNd2uUkyNTJNIZVnXEcUBPW4xkOsP4VIqXT+3kz4CrPnYPh9y+ee8TDhltsTA9bVEM7zOlM454NEQkFJq+tds5dpAvAh//7pOc/Plm1nS1sLarhXDIiISNSCjk7YeMcNgYnkgyOpUi4yCTcQyMJzhwepyJZJqJZJrxRJrJZJqMc/S0xohFvAQqFsn5CYeI+/uJVAYMWqNhJpMZ2mJhWqIh0hkv4ZpKZphKpUk7R2s0jGFEI0YsHMLMODI4gQFtsTDjiTSrOuNMJNNkHERChgHjyTQd8Qgt0TAnRiZpj0W48qwVPH9LX8XiTclKEFXyqlTdQIHlnCOZdkwk0wz7Fe+mvjaM2VdtiVSGiYRXOaWdI5HKkM441ve0cnp0irZ4hNZomHTGMTjh9bN3xCO0RMKMTKZoi4eZSKbpavFaKYbGk7TGvPNbY2Gcc0CRV4nFSk5UpnUw5461iVSGZ06NsabLqyxPjkwxPJEiGjZCIcM5eOLIEH3tMZ48Msy67ha626K0RMK0+P9pRcLGVDJDb3uUzSvaCZkRMkhnHKNTKdb3tJJMZxib8v7eGedY3dlCIpXB4VXmE8k06Yz3N4uEQrREQ4xMpTAgZN5/YHP/ls45zAznHGMJr2LPfS77n3rGOYYnUnS3RmmNLfGu68sskcrQP5ZgKplhMpUmHgnR0xpjz/ERYpGc/4BDIULmnT+eSDMwnmBddwtTqQwnRiaJhkNE/f+whyeTdMQjpDKO06NTZDJtDE4kmEikcc77XmQc9LXH6PYTotVdcTrjs2fs9LXH6GyJEs4T0+PJNCeGJ9m2ppOJRJpkOsOqzjjDE0kmUxk64t6/32XjrXAI3vrCc8i0ryIWDpHMZBiZTBENGRkHI5NJhie9RLolGqKzJcpUMk0i7fzf5ugaG4d9cPj0MN86dZiJZOmt3Ss7YvS2xfxEI0xfe4xJP3kZmvC+G4l0hkQqw1Qq47UE+Y8zbuZ9omEjmXbz3j8SMlKZ+cezsnFvBi7PaeGQTX8nsm6cOlPJSsOrWMuKpn0G1T/9cB8fvX33vC94rpB5//mlnctbQSxmbgXS1x4jFg5xbHhy1nnZiqqnLUpfWwwH05Vfd2uUdMbxzKkxNq9ooz0W4djwJNGw0R6P0NkSZWwqRUc8Qpv/n2trNMz/Pn2czqTjb7/yEPv7x9myop213S3EwiFCZpjBT/aewvm/f/exEdriYdJp7z/1bEX7S+nd/EUIXv2JH/D4aFfpf4QKKFRBZ4X8/0CzomGvJSAe8T7reML7T2VNV5yJRJrhyRR97TGm/P9s8oXA527YwTXnran8h6mg89Z1cdtvvajWxVg+P7kbDsG7X34BxDvLf5/+TvgE/M0vn8/fXHQd/WMJL+FNO1KZDKmMI5XOJqwZOuIRulujmNl060v2QqMcqXSGZNpNJ5CptJfQpJ0jGgpNH59IpAmFvAQ8N/lpi4Vpj0fI+IE6MpmiNRYmGvbql4zzYj7bsrSyI+4nTJWdwadkJYgqdVUaCmtQV0A9b1MP737JWbREQwxNJDljRTvJVIbhySRGNkHxKrBIyOhuixE2CIWME8NTPHl0mG1rOljb1cJk0ntdJuPY2NeGc479p8dpiXpXuqNTKRzw5JEhultjPLC/n1ecv5ZkOsOxoUk29LTy9Kkxv7ndGJtKs6I9RiKdIeMck8kMI5NJNvS0Ygab+lrpbYsxMpmifyzB0HiC02NTRMMtOAf7T48zOjVKkhAPHhhkYCzBQwcG513VtcfCbF3VTirtuOa81aTSjqlUhnjUb8IOh7hkYBU8C1du6eKFfWcSi4TobYsRDhlru1tojYYZGE/Q0xZjcDxBNBxi84o2JpNpVne2kMo4JpNes/ngeJK2WJiDAxPsOznK+u4Wr6ndOcamUjxzapwNPS2cGJmiPR5hU28rw5MpkukMhwcn6GuL0RaPEI+EiIaNRCrDZNL7GwG0RMOEQ+Z3SzD9H0JbNEw4bBwdnCTjHBOJNKu7Wqa7Irpbva6ObEtEWyzMc9Ys4T9HqYyUn9RHWpf2PnPuDdTXXoGZniWIhENEwnMfz59bk9uS1xoL08rslr1QyGul6m6bSZwi4ZmWqxUdMwPqW2PhircMKlkJmnQSXBqiS/yCgLqBAuyKM1dwxZkral2M5fMvfwWxFfzoHS+bdTh7tZVIZ2iJ5K80Z3ns5/AsfODabbDqORUp2uUVeRdpeMkJrw4NL/G/Sc1oq4iqT102s+vMbLeZ7TWz91X79wfe8ce9bdvKpb+X1lmRWkiMQ/++vDGcHQDYEY8snqiA7lgrtXP8cWivQD2sGW0VUdVkxczCwKeAVwLbgTeb2fZqliHwfvz3EO+GC3556e+lqctSCw99AcZPw/PftfT30mwgqYVjj8Ge78KOSsSwltuvhGp3A10G7HXOPQ1gZl8BrgeeLOldHvmqd+W2mEzKa1moRJfKAlLpDGG/Py/tHGHzRoqbQSrtiIRtenBSOGSYGRnnSPoDmJL+QCvLJFm56784euF7uPuxYSLhkZkR2g52Hx9hQ08rLdEwyXSGnraoNwAz43jssDcLYkV7jPZ4hGjY2HZ6krMSI7jvf3hJMz2yA7/ikTCc3gttK6C1d8l/t2Xzot9d9n/zJdv/M3j6rsXPcw6S496A60rO1llOD34ezrgSNr9g6e+VbUL//l/A+ouX/n4AI8e8uqF7Y2Xebzlc8Cuw6pxal2JhQ4e8f+tiJCe8f8tQnYw8ePoHEOuEy3596e+VjeGffQomh5b+fgBTIzByFFZsC269sPH5sO3lFXu7akfOBuBgzuNDzOlCNrMbgRsBzjjjjLxv8sTtn+P88XuXqYili+TZzw4tyg6lmtuEFQLi/k+uE66HV9/3XPrve3TJ5bo21M3fR+O0/+ijS3qfMBDsSZSzTV76m7TUOFlZNI4P3gM//EiVS1Ul4Ri87p8q814rnwNdG72r3D3frcx71oO1F9Y8WVk0hoePNm4MY3D1BypzURZphU1XNPZ3Pp/L313RZMVcOXMiy/1lZq8HrnPO/br/+O3A5c6538p3/o4dO9zOnTvnHf/8z57lsUNDnB5L8PTJUXZs6SOTcfSPJ4j4c/qzUz7T/qI6fW2x6VHMA2MJf0GfCFOpNFOpDHuOjxINe7MuelqjtES99GIy6bV+9LV7i+/0jyX8uetuejGhqVSGc9d10hoNEw2HmPTnvve0RgmFjKlUhs6WCM7BqdEpomFvEaXOeISOlgjt/joZQxNJkukMXS1RNq9o8/v1vfUjkukMDuiMR0ikM0wm014LTcZNj9IOmxGLhBhPpEikHBPJFD986hTPnBrj+7uOM5aY6RIKGThgbVcLGecYnUzNeh4gFg7xom0rvalrsQjRSM7CSw72nhj11/ZIerNGEmmODHkj6HPn7bdEQ7RGvTU/Cs3lnzv9EyAeCTFV5PS3iL9wVDRs/OgPXkZP2/wR92b2gHNuR1FvWEGF4likVIphaQTlxHG1W1YOA5tyHm/0j5XkHVduqVR5Gt6lm71FeU4MT/LTfacZnkzy8IFBWv3FhU6OTNEaDdMWD7O2q4XVXXH62uNsXdFOb3uUzhLn96czbjrxSKQy03P4gekFsRJ+8jaZTNMWixDyF0BLZxxTqTQpf7XLeCQ8Pd8/nXHEwiHGEilOjyaIhI3OeIS0c6zpbJlO2EREpPFUO1m5H9hmZlvxkpQ3AW+pchma0uquFl578QYA3nHl8v2e8HQrD/Pm2ZuZt3Kn3/cVnTMbJNvalSs7eySrNRZmZUcFbpAnIiJ1o6rJinMuZWa/BdyONwziZufcE9Usg4iIiNSXqg/Nds59G/h2tX+viIiI1KeqLwonIiIiUgolKyIiIhJoSlZEREQk0JSsiIiISKApWREREZFAU7IiIiIigaZkRURERAKtqvcGKpWZnQT2F3h6JXCqisVZCpV1eZRa1s3OuVXLVZhCFojjRv5b11IjlzVoMQyN/feulXopJ5RX1pLjONDJykLMbGctbuhVDpV1edRTWfOpp/KrrMujnspaSD19hnopa72UE6pXVnUDiYiISKApWREREZFAq+dk5bO1LkAJVNblUU9lzaeeyq+yLo96Kmsh9fQZ6qWs9VJOqFJZ63bMioiIiDSHem5ZERERkSZQl8mKmV1nZrvNbK+Zva9GZbjZzE6Y2eM5x/rM7A4z2+Nve/3jZmaf8Mv7qJldkvOaG/zz95jZDctQzk1mdpeZPWlmT5jZewNc1hYzu8/MHvHL+mf+8a1mdq9fpq+aWcw/Hvcf7/Wf35LzXu/3j+82s2srXdalUgyXVE7FsGK4UBnqIob936E4XkocO+fq6gcIA/uAM4EY8AiwvQbleDFwCfB4zrGPAu/z998HfMTffxXwHcCAK4B7/eN9wNP+ttff761wOdcBl/j7ncBTwPaAltWADn8/Ctzrl+FW4E3+8c8A7/b33wN8xt9/E/BVf3+7HxdxYKsfL+Fax65iWDGsGG7OGFYcLz2Oax70ZfwRrwRuz3n8fuD9NSrLljlfkt3AupzA3O3v/xPw5rnnAW8G/inn+KzzlqnM3wReHvSyAm3Ag8DleAsOReb++wO3A1f6+xH/PJsbE7nnBeFHMawYVgw3dwz7v0dxXMJPPXYDbQAO5jw+5B8LgjXOuaP+/jFgjb9fqMxV/Sx+09zFeFlyIMtqZmEzexg4AdyBl4kPOudSeX7vdJn854eAFdUq6xIEuXyBjIssxXBgBLl8gYyLXIrj0tVjslIXnJdGBmaqlZl1AF8Hfsc5N5z7XJDK6pxLO+cuAjYClwHn1rZEzStIcQGKYSldkOIiS3FcnnpMVg4Dm3Ieb/SPBcFxM1sH4G9P+McLlbkqn8XMonhfji85574R5LJmOecGgbvwmhp7zCyS5/dOl8l/vhs4Xe2yliHI5QtkXCiGAxUjEOzyBTYuFMfll7Uek5X7gW3+qOQY3mCe22pcpqzbgOzI7Bvw+iSzx9/hj+6+Ahjym/1uB15hZr3+CPBX+Mcws2fNbMLMRsxs0Mx+amb/08xK+jczMwM+B+xyzv39cpS1UsxslZn1+PuteP25u/C+KK8vUNbsZ3g98H3/yuQ24E3+CPWtwDbgvkqWdYkUwyVQDCuGS1TRuFAcBySOl3sQ0TIN+HkV3kjqfcAHalSGLwNHgSReP9y78Pro7gT2AN8D+vxzDfiUX97HgB057/NrwF7/5505x58FfsHf7wZeAzwD/N8Sy/kivGbFR4GH/Z9XVbKsFfybXgg85Jf1ceBP/ONn+gG+F/h3IO4fb/Ef7/WfPzPnvT7gf4bdwCtrHbOKYcWwYrj+YlhxHJw41gq2AWVmzwK/7pz7Xs6xy4B7gAudc48Xeq1/bh9eoL3bOfdffj/pw8CfO+c+v2wFF/FVIIbfgDel89KcY78HvMQ5d/3ylFpktgrE8ZV4A1SzIsAx59yWype2cdVjN1DTcs7dh3f1cBWAmb3FzB4tcG4/Xvb9z2a2GvgY8LASFamlUmIYrwl5q5mdl3Ps7YBiWGqqxLr4Z865DudcB966KPfitQhJCZSs1J8jeIsB4Zz7N+fchYVOdM59F69p7k685sbfrEoJRRZWVAw756aArwJvAzCz8/HW1PhWdYopsqCi6+IcnwBG8LpGpARKVurPBqC/hPM/C1wA/Ktz7vTyFEmkJKXE8C3AW/zBiW8HbvWTGJFaK6kuNrPfBF4KvMU5l1muQjUqJSt1xMyej/cFubvI88N4ycrngfeY2dnLWDyRRZUaw865e4AEXnP7W4AvLF/pRIpTRl18FfAh4Ho3Z20VKY6SlTpgZl1m9mrgK8AXnXOPFfnSP8Ibff5rwN8An/cTGJGqWkIMg5dsfxJIOueK+s9BZDmUE8dmtgnvnjrvcM49tdxlbFRKVoLtv8xsBG+54g8Afw+8M/ukmb3VzJ7I90IzuxT4PbwvSBr4CF7iUpO7o0rTKjuGc3wBryvzi8tWSpGFLSWOr8FbQv9rZjbq/ywW8zKHpi6LSKD5i1KdwLtj7Z5al0dEqk8tKyISdO8G7leiItK8IoufIiJSG/6CXAa8trYlEZFaUjeQiIiIBJq6gURERCTQAt0NtHLlSrdly5ZaF0MaxAMPPHDKObeq2r9XcSyVohiWRlBOHAc6WdmyZQs7d+6sdTGkQZjZ/lr8XsWxVIpiWBpBOXGsbiAREREJtEWTFTNrMbP7zOwRM3vCzP7MP77VzO41s71m9lUzi/nH4/7jvf7zW3Le6/3+8d1mdu2yfSoRERFpGMW0rEwBVzvnngdcBFxnZlfgrYj6Mefc2cAA8C7//HcBA/7xj/nnYWbbgTcB5wPXAf+opd9FRERkMYsmK84z6j+M+j8OuBr4mn/8FmbWQbjef4z//DX+HVOvB77inJtyzj0D7AUuq8SHEBERkcZV1JgVMwub2cN4S17fAewDBp1zKf+UQ3h3oMTfHgTwnx8CVuQez/Oa3N91o5ntNLOdJ0+eLPkDiQSB4ljqnWJYgqSoZMU5l3bOXQRsxGsNOXe5CuSc+6xzbodzbseqVVWfoSdSEYpjqXeKYQmSkmYDOecGgbuAK4EeM8tOfd4IHPb3DwObAPznu4HTucfzvEZEREQkr2JmA60ysx5/vxV4ObALL2l5vX/aDcA3/f3b/Mf4z3/feWv63wa8yZ8ttBXYBtxXoc8hIiIiDaqYReHWAbf4M3dCwK3OuW+Z2ZPAV8zsL4CHgM/5538O+IKZ7QX68WYA4Zx7wsxuBZ4EUsBNzrl0ZT+OiIiINJpFkxXn3KPAxXmOP02e2TzOuUngDQXe68PAh0svpoiIiDQrrWArIiIigaZkRURERAJNyYqIiIgEmpIVERERCTQlKyIiIhJoSlZEREQk0JSsiIiISKApWREREZFAU7IiIiIigaZkRURERAJNyYqIiIgEmpIVERERCTQlKyIiIhJoSlZEREQk0JSsiIiISKApWREREZFAU7IiIiIigaZkpZE4V+sSiCyNYljqnWJ4WShZaRT/7/3w+etrXQqR8j15G/zdOTDeX+uSiJRn6DD89WZ49ie1LknDUbLSKA78DJ75IZzcXeuSiJTn4L0wehye/M9al0SkPMcehakh2HlzrUvScJSsNIqBZ73to1+taTFEypaN4UcUw1KnBvZ725//N0yN1LYsDUbJSiN4+gcwMeDtP/rvkMnUtDgiJZsYhJ9/y9s/eA/0P1PT4oiU5f/9obdNTcCu/6ptWRqMkpVG8MR/etsX/C8YOgBHH65laURKt+/73vbCX/W22cRFpF6MnvC2rX3Qs9kbgyUVo2SlEYwcgzXPhXN+0Xs8OVjT4oiUbPiwt33lR8FCMy2FIvVi6JC3vf6T0LtZMVxhSlYawegx6FwD4aj3OJ2qbXlESjVyDCIt0NINoSikk7UukUhpRo972461XgxnFMOVpGSl3p3eB8ceg9XnQSjiHdOXROpJOgm7vw2rt4OZl3RnlHBLnXnyNgjHoW+rF8NKuCtKyUq9u+svIRyDK39rpmVFFb3Uk4e+AP1Pw0v8wYmhiGJY6suJXfDIl+HyG6Gtz4/hdK1L1VCUrNSzE7vg8a/B5f8TOv2mR1BGL/UjnYQffhQ2XQ7PudY7pqtSqTc/+CuId8KLfs97HFY3UKUpWalnB+/1tpf+D28bznYD6apU6sTAfhg5Cpfc4HUBgfr7pf4cuAfO+yWvVQU07moZKFmpZ8NHvJkTXeu9x9kxK/qSSL3IzgLq2TRzLBTRIHGpH+mkN225e04M66KxohZNVsxsk5ndZWZPmtkTZvZe/3ifmd1hZnv8ba9/3MzsE2a218weNbNLct7rBv/8PWZ2w/J9rCYxcgzaVsyMVcl2A+mqVOpFdm2KjjUzx8IRxbDUj7GTgIOO1TPHwhFdNFZYMS0rKeD3nXPbgSuAm8xsO/A+4E7n3DbgTv8xwCuBbf7PjcCnwUtugA8ClwOXAR/MJjhSpuQ4xDpmHmvqstSbxKi3zY3jkGYDSR1JjHvbeOfMMXVlVtyiyYpz7qhz7kF/fwTYBWwArgdu8U+7BXitv3898HnnuQfoMbN1wLXAHc65fufcAHAHcF0lP0zTSYxDrH3msaYuS71JTnjbWNvMsXBUCbfUj+SYt40qhpdTSWNWzGwLcDFwL7DGOXfUf+oYkG3H3QAczHnZIf9YoeNSruTY/C8I6KpU6sd0RT8n6VbCLfUi27KSm3BrzErFFZ2smFkH8HXgd5xzw7nPOecc4CpRIDO70cx2mtnOkydPVuItG1difP4XBNRXGgCK4yIlxr24jcRmjmnqciAohoukhLsqikpWzCyKl6h8yTn3Df/wcb97B3/rj5TjMJAzLJqN/rFCx2dxzn3WObfDObdj1apVpXyW5pOcmN2yElLLSlAojouUHJ9dyYPGrASEYrhIBbsylaxUUjGzgQz4HLDLOff3OU/dBmRn9NwAfDPn+Dv8WUFXAEN+d9HtwCvMrNcfWPsK/5iUa243UCjkTWXWl0TqRWIMoq2zj4XCimGpH9luoHkXjk6r2FZQpIhzXgi8HXjMzB72j/0R8NfArWb2LmA/8Eb/uW8DrwL2AuPAOwGcc/1m9iHgfv+8P3fO9VfiQzStud1AoFHoUl+SE/NjOByduVoVCbq8A2xzuuRD4eqXqQEtmqw45+4GrMDT1+Q53wE3FXivm4GbSymgLCA5PvsLAhqFLvWlYDeQEm6pE3kH2OauedVS9SI1Iq1gW6+c85vQ57asaBS61JHEWP6WFSXcUi+SebqBNDOz4pSs1Kt0Elw6TzeQRqFLHUmO5xmzohiWOpIc91pSsgkK5MzMVLJSKUpW6lW+6XKgUehSXxJ5uoEUw1JP8o4d1AKdlaZkpV5Nj0Cfe1WqaZ9SR5J5uoFCEc2ikPqRHMufcIOS7gpSslKvsv2ksblfEt1AS+rI3LWCQN1AUl8KzcoEXThWkJKVepVvUBdoJoXUl7n3twJ1A0l9yZdwh7WaeKUpWalXhbqBwlE1oUt9cM5vQs/XlalKXurE/8/em8dJdpf1/u/n1Nr7Mt2zZGaSyTIJZAESQhJWkSWEiAYVNKiQC3ijiApXf9cLeK+oiKLXC4rigiQakC0KSoBACBBBBEImZE+YzEy2mczWPb0vtX9/f3zPqa7urjp1TnV1dZ3q5/2afp2qc06d+p7p53z7832+z/N8VxbnBPWsrAMqVqJK1l2eKT2wfL9W/1SiQm4eTAlS/cv3a+qyEiUyM5BeYcMaYNt0VKxElcVJu+0aWr5fR6VKVKhpwxqzokSIxcnVNlwOsFXR3SxUrESVeXcV1GoPiXpWlCjgZ8PqPleiQLEACxPVBTeo6G4iKlaiyNRT8J0PwdbzIT24/JhWsFWiQCEHX32Xnes/7TnLjzlxOz1UKm1I0xQlMN/4fcjNwhkvWL5fU5ebjoqVKPKl/2Efgp/7hF1puRL1rChR4Ht/DYfvhGs+AoOnLz+mo1IlCjx1J3z3r+B5/x3Ov2b5sWVrAynNQMVKFDl6D1z4MzByzupj6llRosDRe2DLXmvHK9FRqRIFjt1rtz/2O6uPlQW3ZmY2CxUrUWNxEhZOweAZ1Y9rBVslChy7F4Z8bBh0VKq0N8fug3gaekZXH9M6K01HxcpGsjgJ3/sIFLLBP/PPr7Pb/p3Vj2sFW6WVGAN3/j1MPx38M/u/auOuZo5WP15esVZHpUqL+NGX7bROULJzcO8noZABkdXHVXA3HRUrG8m9n4bb3gN3/l2w842Bp/fZ18NnVj9HU5eVVnLqIHzld+Cmnwz+mbv+wW5Hz6t+3NFRqdJiPvMLcOOVto8NwuHv+x/X1OWmo2JlI5l60m6/9xGYeKz++ZWiZvdl1c/RglpKKzn5iN1OHIL9X6l//tM/hINft69/6q+rn6MBtkorWZhYev2NP6gvWBYn4Z9/1r7+6Y9WP0dtuOmoWNlIZo/bbTEPn3y9/0Ny9F742v+xr3c9r/Z5WlBLaSVzJ+y2fxfc/CaYfLL2udk5uPm6pfep3urnaYCt0ko8G04P2pIQD37O//xbfmPp9WkXVz9HbbjpqFjZSBYnYPcV8OLfsu50r6JnNQ58zYqQ33oE/tuttc/TbCCllXij0tf/ExRzcPz+2uceuw+mn4LX3wTvqRGvAhWjUrVjpQWUbfgfIdkHR+6qfW6pBI98CS5/G7zrKRg9t/p5asNNR8XKRrIwAd1blupMTB+ufW52xhbQ6j8N4sna52mdFaWVLJyC1AAMn2XfT/nZ8KzdDp6+eqXlSnRUqrSShVN22zMKA7tg+kjtc/PzgLH98Mp12SrRhQybjoqVjWT2OPSMLKW+Vc6driQ7C6m++tfU1GWllcwdh95R6B4GxHoLa+GJlZULF65EO3qllXjTQD1bbX9crx+G+n2xpi43HRUrG0VuARbG7Sgznrb7Cpna5wcVK5q6rLSSqadgYLdN30x0QX6x9rneSuF1O3oVK0oLmXoSYik7aIynoeBnwwHFiqYuN534RjdgU7LvRrjvM/b1aRfbTh7qdPSzkKwRkFiJpi4rreCxb8FdH7OVaF/823ZfPF1fcEPtwFoPJ2a3KrqV9WT8IPzg7+Gef7brUzkOJNKQD2LDAQW3ZmY2DRUrrWb2hF3bB+DqP4dzXr6UtuzX0c8ctfOp9YgllhaBW7lukKI0i4//lN0+61p46bvt63idjn7mqA1gTHT7X1tHpUor+MdXw/xJ2HaRXWcNIN7l71mZcYsf9m7zv7amLjcd/WvWanJzdnvBz8Bl/92+jtfxrBgDE4/DUI1CcJV4o1J1oSut4LV/uzSKTNRxoU8+DsN7qlf8rEQDbJVWsMVdW+3Nt0KfKz7qeVYmn7DbWkU5PURAYtoPNxH1rLSa/ILdXvDapX2JOjEr+QUbhd63vf71l41KfbKGFGUtpAesV6XSexfv8u/o505C34761y7bsJbbV9aRriHYdiGkKwK+63lW5k5az6BfJpCHZmY2FfWstBrPe5KoSN2s51nxotO7hupfX0elSivILUByxXROPc/K4kRAG1YXutIC8vOrpyTreVYWJ4PZMGhmZpNRsdJqymIlvbQvngKktmfFKxbXPVz/+pr2qaw3paIVEp7I9qjnWVmcCtbROyq4lRaQzyzvh8HacDFrY/6qsTABXQH6YdDMzCajYqXVeCLC65DBzm/GkrYCaDUWw3hWNL9fWWc8G46tmEWO+9hwMW9Tl4N09Jq6rLSCUmF5PwxLBTdr9sWT0DUY7PqamdlUVKy0Gm8e3lnZ0aeg4POAQLCOXjMplPWmLLhX2HAsZUel1VicsttAnhVNXVZaQKlQ3YbBx44ngnm4QReVbTJ1xYqI3CgiJ0XkwYp9wyJyu4gccLdD7n4RkQ+LyEERuV9ELqn4zHXu+QdE5Lpq37UpKHf0seX7Y0mfB8QTK0E6evWsKOtMLbEST9YX3KGmMtWGlXWkVKw+aAR/Ow4csxJTG24iQTwr/wRctWLfu4BvGGP2At9w3wO8Gtjr/lwP/C1YcQO8F7gcuAx4rydwNh01O3o/z8qU3QZxP8Y0k0JZZ2p5B/08K5kpuw2aRQE6DaSsL6XC6lpUMW8ayMdDmB4Mdn0NsG0qdcWKMebbwMrFEq4BbnJf3wS8tmL/x43l+8CgiOwAXgXcboyZMMZMArezWgBtDmq60H08KwV3fzxd/XglWoxIWW9qeQf9PCte8HggG9bqn0oLqDoN5IqVQpW+2AssT3StPlYNTV1uKo3GrGwzxhxzXx8HvHJ+O4HKZVePuPtq7d981ByV+gQnFjJ21FqvmBZo6rKy/vgK7lo2HEJwa+qy0gpMtWkgz7NSxfbKNpwKdn31rDSVNQfYGmMMYJrQFgBE5HoR2Sci+8bGxpp12fahoVFpNvgD4tUN8NawUDaEjrZj3wDbemIlgB17KdFqwxtKR9swhA+wLYYQ3GA9MGrDTaNRsXLCnd7B3Z509z8N7K44b5e7r9b+VRhjPmqMudQYc+no6GiDzWtjGsmkKIYQK1vOttuJQ421T2kKHW3HvgG2taYyQ0wDxZMwcDqcOth4G5U109E2DG6A7cpBo0+AbVjPypaz4ZT2w82iUbFyC+Bl9FwHfKFi/5vcrKArgGl3uug24EoRGXIDa690920+anpWfAJsC9klxV+P/l12ZDr2aONtVBQ/vKlMWZnR5gpuU8XRWu7oAy4BMbIXxtWGlXXEL2al2sDRE9xB++KRvTB7FDIzjbdRKRMkdfnTwPeA80TkiIi8FfgA8EoROQC8wn0PcCvwGHAQ+Afg1wCMMRPA+4C73J8/dPdtPhoKsM2EmCd1YOQc7eiV9cNvKhOqz/eHdaGPnAvjB2pXElWUtVIqVBHcPgG23mAyaF88cq7dnjrQWPuUZdRdyNAY84Yah15e5VwDvL3GdW4EbgzVuk6k1qg0nlqqVLuS/GLwTh7sQ3JkX2PtU5R61KwV5M3351Z7ULxlJgJ39HvtAp6zR2FgV+NtVZRalArhBLe3CG1gwX2e3Y4fgJ3PbayNShmtYNtqapUqjyVqTwNNPgGDu6sfq8bIuTD1VO2FERVlLVRbMgIqXOhV7HjyCUj2Ba9R4Y1K1UOorBelYhUb9gmwnXzCboP2xcNnWg+62nBTULHSarx0zGoPSbUHpFS0gYZe5x2EkXMBo8Fdyvrg1T+J1VhXpZoLfWw/jJ4bLP0eYNQdlWrslbJeFPNV1rfyCbD1RMeWvcGuH0vA0JkqVpqEipVWU6rV0dcIsJ18wo5UQ4sV9CFR1ge/jDaoLrrHD4Sz4Z5RW+1WbVhZL6otZOgXYDv+qM1SS3YH/w4v9kpZMypWWk0xZICtZ+jeSDMIW84GRB8SZX0oewcDjkozMzb2JIxYEXE7ehUryjpgTPWicH4Btp53MAwje62HW6sxrxkVK63Gi0Bf6Q6P1yioNb7fbkcCuh7BFiMaPF07emV9qOUdrBWz4onmMGLFO18Ft7Ie1Iod9AT3ygDbUim8dxDsILOUh6knG2unUkbFSqsp5VerebAdfa150p6twVf69NBRqbJe1PIOxmtMA3l2GMY7CFagzx2HzHT4NiqKH8Ua3sFa00AzR6Cw2JjgBu2Lm4CKlVZTKq4ekULtaaCxR8N38mAj1meqFglWlLVRM2bFteuVont8v40NGNoT7nsG3KyLmWP+5ylKWGpltNWayhxrUHCXbVj74rWiYqXVFPOrc/vBPiSmtHxu0xiryMNMAXnEUjpPqqwPtWJWagXYjh+A4bOqi3Q/vD8cuqCh0mxqCW4nDkht72BYz0q5bov2xWtFxUqrKeVXq3mo7n6cH4PM1FJxoTDEErUXlVOUteCX0QZVRqUNBCaCf90WRVkL3jTQypgVEXdKfqVY2Q9dw9AzEu571IabhoqVVlNtPQqo6OgrHpKpw3Y7dEb474kl9QFR1ge/jDZYPSqdPgyDjdiwK4aqVRNVlLVQy7MC1ZMdpo803g+D9sVNQMVKqykWaseswPKOOex6KiuvZ4pL5f0VpVnUXHW5oty+hzFWgCe6wn+PdvTKelGrOCdUH+gVsnaB2LB4z4gK7jWjYqXVVFuPAqpnUngPjNdph0FHpcp6UTNmxatRUdHRl4qAadCGVawo64Q3iKvlWVk5lVnMh4+5Ajut5OiUfDNQsdJq6sWsVD4k5bLmaxEr+pAoTaZunZUKwe0Jm0Y6eh2VKutFrZgVqJ6ZWco31g+Xr6f98FpRsdJqSvWmgap5Vhro6KtNKylKM6hXZ2WZ4F6Ld1A9K8o6USt1GaoH2BZzaxArCe2Hm4CKlVZTrDMNVGj2NJB29EqTqVlnpZrgzi8/FgYV3Mp6UWsqE2y68cp+s9FpIFDPSpNQsdJq6qYuVwbYrsGFrqNSZb2oNbVTLcDWe13tj0I9VHAr60WtlcPBrVG1Uqzk1ihWVHCvFRUrraZW6nJ6wG4XJ5b2NWMaqKTFiJQm4+dZiadhoZoN6zSQ0kaUbbiKlzvdv9yGwfWsrGUaSG14rahYaTW1Upe3nG23lWtI6DSQ0o7UilkRgS3nLF98UKeBlHbEL3V5y144ddCm3Xus2bOi/fBaUbHSamqlLncN2QULxyrFSjM6en1IlCZTa+VwcBfQ3L/0fk3eQRXcyjrhVxRu9FzIzS1fz2dNAbY6DdQMVKy0mtwcJLqrHxs9b7lnZS1pnzoqVdYLPxseORcmn4T8on2vgltpR7JzdlutWGG1lZKLBZ0G2mBUrLQSY2DiMRg6s/rxkb12VOq5H3UaSGlHJh6D4T3Vj42eCxg4dci+12kgpR2ZeMxuh6v0xd5abGMrpuQbngZSsdIMVKy0ktljkF9Yik9Zych5kJm2CxiCjkqV9uTUQRubUo3yqNSdClrLNJATw66AqzasNJlTB6FndCmxoZLerZAaWPKsGKPTQG2AipVW4o02a4qVvXY7VtnRS/UYl3roqFRZD4p5O80zXMOGt5wDyNKodC1ixVsBV21YaTYTj9W2YRHrIfTEirdkRLVg3CDEEktT+krDqFhpJROuWKn1kIy67sfxio5+LfOk3jUUpVlMPWUXyKwluBNddnXasg2vwTvofU7FitJsTh2qbcNgvdzjTRDcoNlATULFSis5dcgWHBrYVf14/05I9Cylfq4pt1+ngZR14NRBu601DQRuRpBnw2vt6HW+X2ky2VmYO15HrOyFuRN2Wn4tsYOg5fabRANlJZWGOXXIBnTVmtYRgZ4tkJmy79da4tm7hqI0i1N1vINgYwFOPmJfl5rhWVGxojQRN7jWDJ/N8WmbtRZzhO5knERMSMYcpGfUnrs4Bckee34sQbFYolAy5IslCkVDVzJGOhHDuEkRUi2dP4ANTy/mmVnMc2o+x+GJBbqTMbqTcXpTcXpSMXcbpzsZq/4dKyiVDI5T/7wooWKllUwc8u/kAZK9NjUU7Bora54GUrGiNJFTB21QYvdw7XOSPUs2XFjrqFSngdqVyfkc/3lwnPlsgXyxVN4fdxy6kg5diTizmTyZQolUzMFxhERs6Q+oMWAwS68NGMAYd6+BmUyeRMyhvyvO9EKehXzRxruWDMWS4eRslplMnsn5HJl80X5/zAEDybhDOuEQdxyOTi9ydGqRuWyBq8x3+Ys4/MQnj/Jw6Zur7ivmCK+JPcpfxuC1f/E1pk03dzjwri/s57Of/8qq8x2BkoGeZIzh3iTZfImeVJx8sUSxZPi9wimeU5rhN/72u3QlrfCIOcL4XJaZxQLTi3menloM9H8uAj3JOPGY4IjQlYgxk8lbEYP9vy2UDONzWbb3p4k5gjFWVMUcIVco2d+D4xCPCSIwlykQc4TDE4s8e/cAxZJhNlPgtMEu8sUSuUKJbKGEwZCOx+zvWoSYgCP2GoLg/ivve/WF23nj8/cEuq8gqFhpFaUSTDwOe6/0Py/Zs1QDoJBdWm8lLDoN1NbMZQs4At3JcI/gho+YJg7ZKSC/0V2yB3Lz9nUhY7cN2/HqaSBjDGNzWbqTcfKFEsemM2QKRbb2pRjoSpCMO+Xsf3E7VEeEmUUrenrTcWIiy/4f88USc5kCBhjoSpQ7+VyxxGKuSLZQYqg7ueyPba0RbqFYIh5zyOSLZPMletNxsoUi3cn4shF4qWSvn4w5tsN3rze9mGegq0GPagt5/NQ8v/npeza0DcM9SQa6Egz3JOlOxhGBqYU8jkChVGJivkS+WCIRc3jJuaMMdSe59MnbYQxe8cLn87MDg/QkY+RLhoVsofyH/rzZ4/AovOYZ/eSSg/AAvPT8Xezcfi7x2NIf+7lMgWyhxKn5HI7A1GKenmSMxXzJioREjKGne+iasyLhvsNTDPckcURIxh12DnZx1mgPv3D56Yz2pehPxzltsAtjYD5bYC5bYD5XYC5bZD5bKO/LFUoYIJMrkko4lJa0IgbDfYen2but1/X6QLZQpFA0ZTsslKxnqFAyDHUn6UnGKZYMC7kiQ932/3JiPkcq7pCMO/Sm4xgDi/kig6kkJWPKYrNUsltPbBZLhpIx5Iumxm+tMVSstIqZI9ZT4jdPCqs7+ni6se9z1LPSznz2rsP86Vd/xFkjPTw9tUh/OkFXMobj/nEFyOSLbOlNMZexHVQiJpyczbKYLzLam1rmjk4lHAQ7mtzSk+LY9CKpeIxUwqlwVzvuqEfK3yPY0etQdxJjYGwuSyZfRIDB7iS7hroolIwdxSVjvPepRzg5eDFf/8YBelNxUgmHo1OLnJrLkS8a4o7w4uMzvKaY452f+gEvmj7I64BvHZplzBwh5sBgV5LHx+cplEpML+aZWrCj5/G5LNlCiUy+SCZf5NR8jhvmchybP8YH/vo7nJzJMpvJs5gvUmpuP7gK+wdn9fckYw6OA5m8/esQd4R4TMrvPf3Sm4ozly0sq9jem7KiJV80rqBa3qE7Yn9/+aLh42+5jBeeM7Ku97hWLjitn1t+/YX0puJlcWWAQtEwNpvFcaA/nSCVcMjm7e/V/v94o3Er0DzJ543Qvf9Dcf8/PKHpiLB9IO2KT1eENiLc/20BMqfxWz9xce1znpyBR+GXL9sKvdvgAXj1c/bw6gv2hv++L++Ahww3/8rzw39WKaNipVXMHLPb/hrBtR7JXphz66ysybOi2UDtzOVnDvOmK87g0Ngcz9zRT65YAgMlY0clxZIVKwZDOpFk93AX3ck4p+azDHYn6U9bV3LccSiUShyfzjLSm+SpiQWScYfztvexmCuSTjjEHKfsqrfXX/qeUgkWckW6kiW6Eg57tnQz1J0kUyjyo2OzPHFqnlQ8Rq5Q4sDJGT6YHOfm40k+eOTRZfcz0psi5v4R3+HYP8APPX6MPYVJAH7t5oeYZ3W10JgjDHQlWMgVSCdibO9P052MkYrHeMb2PpwnkqSlyHBPkpHeFHu29NCVdBjqtqO7qYU8Z2zptiPRXBFj7NRArlBia38KY6w3qmSsGOhKxnjy1ALphLPMqzWXLbC9P43BMD6Xo1iyo+KuZIyuRMx1jefJFQ0zmTyDXQkSMYeFXAERYTaTpzcVJ52IMe3+YR3sTtCXTjC9kOOR47PsGuoi7giJmEPRGPIFw1B3grG5LNOLeXYNdZHJW0/AaYNVKqu2Gal4jGftGqx6bPtAg4OsGoz0NtgPVmPmaO0kBw83ToXcfIV3sMF70qnMpqBipVXkXW+J9xDUYtl8f6Z6Oegg6DRQW3PhzgEu3FmlIFU7U8jBHxX51Vc+i1958dVMLuR48tQ8pw12sWOgwk5/eBxugdt//bmYe/fDHfCpt72U7nSKbMH+MU7FY+wc7KIvHS+Pjo0xq6dW/mGQM9I9/NMbL2vhjSodTX7BDgr9WCZWsvZ1owNHJ679cBNouVgRkauAvwRiwMeMMR9odRs2hNyC3SZrrKnisWwaqBmeFVX0SpNwBbeT7AFHGOlNVR/xVnT0UsiCxHj2GfWnNBrNpFCUUOQW7KKxfnhiJjfXJM+K2vBaaWmdFRGJAR8BXg2cD7xBRM5vZRs2jLwrVhL1PCu9TYpZidmVcfUhUZpFYMHtdvTZubXZMGiNCqX55Ofr23CqmlhZQ7KDKbmVcJVGabVn5TLgoDHmMQAR+QxwDfBwqKscusOusxMlnvgvAAqxFCemFhmfzRJz568HuxMIkIg59Ma6SRQWYd8/YmaOke3bw+T0IidmsuVgymyhSH9XgpyboTCXLTA2m2X3cBeLuSJb+9KkEw6jsSQcuw+591OBmuilDDp+mR5R4MKfbbxjaRUnHoJj9210K8Ixd9Jua6247OF5Vu6+0ZbmT/c3/p2xpL1GQBvuGPa8GAZ3b3Qr/JkfhwNf2+hWhGdhsr4Nx7sAgYf+HU57jt1XbR2hIHhe7ns+0XgKfxQZOQ92Pbdpl2u1WNkJHK54fwS4vPIEEbkeuB7g9NNPr3qRsds/yOjxb69TE9ePeZPiuX96Fxlq/yF9gePwqSTwpXciwB89OMg/37e6FkAQ7kj2c+bB2+Hg7YHOF/cn6uTPuYpEMwPyGqCuHR/4Gnz991vbqGZRLzhx6/l2Ibh7/tm+v+CnG/+uvh1w8Ovw729r/BpR5Oc/ueFipa4NTzwe3d9Lvf9bx4HTr4CnvgdHfwi922GoygrNQeg/zW6/+I7GPh9VLn9bU8WKGLPOOYCVXybyOuAqY8wvu+/fCFxujPn1audfeumlZt++fav2/+Y/fJUfPtYenpVU3GGkN0W2UKRYtJ6JqUWbLXDJGUMMdycxxjC1mKd3YIR03zDdqTg7B20K3kKuyHyuAEDWzQTITh0juzjPYE8aGdhFKhFjoDvJULet/zCzWCCVcBibzSLAaF+KsdksybhDIuYwuWCzGQ4dOYFZGOfep6aYWKg+HSTA9v40F+4c4LTBNE+MLzC1kCdXLPL4+AKZQvRcl1/+3Tcw0Lt66kFE7jbGXNrq9lS148WppUrFUSLeBX3b6p9XeX/9OxuvxFws2LT/zUbPaNVg/Lay4XzGlq2PHAKDp/vXCoLl99e9BVJ9jX2dMTDzNJQKjX0+qqT6axaPbMSOW+1ZeRqolLS73H2h+OM3vYJcoUShVCKbL9GdjLGQKzI2Z6O2dwykOTpl5xkXczb9MxFzSMSEroSt/pcrlDDGpiyO9iUpuUV4elK26mJPKk4iZmsh5Aq2TkWxZNx0UaEnFacvbc9pPnVqsQRmD2BTN+87MsWjJ2aZXLBFi07N5xjpTfG65+4inahe/r9QLDGfK7KQK/D05CK7h7sZn8uSLxom53MUSoYzR7pZyBVxROhLxzl4co6YIzw2Ns8zd/TjiE2NPTK5wNhcjjOGuxnpSzGfLTC1kKcvbYsR2RoUpXJKLdiCaQdPztGbinHWaC/ZQpHFXInFvE1R7UsnyhUqk27xokRM6OmKgKu1a9D+dCrNur9YHIb2rP06SvNJpDv7d9Os+xOp741U6tJqsXIXsFdEzsSKlGuBXwh7kd5UnJUzKVuA3cNL85DLUik3OY4jXHz6EBefPhTqc/GYw0CXw0BXovz/ua3fP1jyjC12NPjS8xpr60peeX6AUbyiKIrS0bRUrBhjCiLy68Bt2NTlG40xD7WyDYqiKIqiRIuW11kxxtwK3Nrq71UURVEUJZq0tM6KoiiKoihKWFSsKIqiKIrS1qhYURRFURSlrVGxoiiKoihKW6NiRVEURVGUtkbFiqIoiqIobY2KFUVRFEVR2pqWrg0UFhEZA56scXgEGG9hc9ZKlNobpbZC8PaeYYwZXe/GrMTHjjv1/7kdiFJbIbo2DNH6v45SWyFa7Q3T1tB23NZixQ8R2bcRC3o1SpTaG6W2QvTa6xG1dkepvVFqK0SvvZVEqe1RaitEq73r3VadBlIURVEUpa1RsaIoiqIoSlsTZbHy0Y1uQEii1N4otRWi116PqLU7Su2NUlsheu2tJEptj1JbIVrtXde2RjZmRVEURVGUzUGUPSuKoiiKomwCIilWROQqEdkvIgdF5F0b1IYbReSkiDxYsW9YRG4XkQPudsjdLyLyYbe994vIJRWfuc49/4CIXLdObd0tIneIyMMi8pCIvKPN25sWkR+IyH1ue//A3X+miNzptuuzIpJ096fc9wfd43sqrvVud/9+EXnVerS3EdSGQ7dVbVhtuFY71I7Xob1tZ8PGmEj9ADHgEHAWkATuA87fgHa8BLgEeLBi358B73Jfvwv4U/f11cBXAAGuAO509w8Dj7nbIff10Dq0dQdwifu6D3gUOL+N2ytAr/s6AdzptuNm4Fp3/98Bb3Nf/xrwd+7ra4HPuq/Pd+0jBZzp2k1MbVhtWG24M2xY7Xj92ttuNryhBt/gf+Dzgdsq3r8bePcGtWXPigdkP7Cjwij3u6//HnjDyvOANwB/X7F/2Xnr2O4vAK+MQnuBbuCHwOXYgkPxlXYA3AY8330dd8+TlbZRed5G/qgNqw2vtAO1YbXjdm5vO9hwFKeBdgKHK94fcfe1A9uMMcfc18eBbe7rWm1u+b24rrmLsSq5bdsrIjERuRc4CdyOVeNTxphCle8ut8s9Pg1saWV7Q9Ku7YI2tgkPteG2sJV2bZdH29qFRxTsuJ1sOIpiJRIYKyHbKtVKRHqBzwHvNMbMVB5rt/YaY4rGmOcAu4DLgGdsbIs2H+1mE6A2rISn3ewComPH7WTDURQrTwO7K97vcve1AydEZAeAuz3p7q/V5pbdi4gksA/HJ40xn2/39noYY6aAO7DuxkERiVf57nK73OMDwKmNaG9A2rVd0MY2oTbcmvYGpF3b5dG2dhFFO24HG46iWLkL2OtGJCexgTy3bHCbPG4BvKjs67Dzkd7+N7mR3VcA067L7zbgShEZcqO/r3T3ASAiT4jIoojMVfz8ddhGiYgANwCPGGM+uF7tbRYiMioig+7rLuyc7iPYh+V1Ndrr3cfrgG+6o5NbgGvdKPUzgb3AD5rd3gZQGw6J2rDacEjUjtdI29nwegcQrVOwz9XYKOpDwO9uUBs+DRwD8tg5uLdi5+e+ARwAvg4Mu+cK8BG3vQ8Al1Zc5y3AQffnzSu+4wngFU1o64uwbsX7gXvdn6ub3d4m/t8+C7jHbe+DwO+5+89yjfwg8C9Ayt2fdt8fdI+fVXGt33XvYz/w6o22XbVhtWG1YbXjKNhxu9mwVrBtY0TkCeCXjTFfb+Czt2LV+2+77z8DLBhj3tLcVipKbRq1YRHZjk3H3G2MOeXuuwQ7ejzNGJNvdlsVpRZr7IunsNkxYMVHN3CmMeaJZrVvMxDFaSAFEJHTRWRKRE6vccpbgDeKyMtE5BexwVHvaF0LFcUfPxs2xhwH/gP4uYrdbwQ+o0JFaSfq9cXGmEFjTK8xphf4S+A/aa/4nkignpU2xlXzI0ChYvf/NMb8Q8DP/yzwF0AX8FpjzHea3UZF8WMtNiwiPw/8pjHmhSISw3bwP2WMaYeYDWUTsda+2L3GzwN/CjzPGDPW3BZ2PipW2pi1uB7dzyexc62PG2Ne2MSmKUog1ug+T2NjES4BzgP+0hhzXnNbqCj1aUJffDHwNeBKY8w9zWzbZkGngTqb92Ojt3eIyBs2ujGKEgZjTAZb2vuXsFNAn9jYFilKeERkK/DvwNtVqDROvP4pShQRkZcAbwaejY3e/jcR+bYxRudKlSjxcfdnK/CeDW6LooRCbL2RfwX+2Rhz80a3J8qoZ6X9+eKK3P5/g3JQ11y1oC4R6cd28L9ujHnaGPOf2Nz+f3Tz/BWllYS2YQ9jzH8BJeCHxpgnW9VgRalCI3a8C3gx8M4Vn61p80p1NGZFUZS2RkS+CXzKGPOxjW6Loigbg4oVRVHaFhF5HnYBtd3GmNmNbo+iKBuDTgMpitKWiMhN2Gqe71ShoiibG/WsKIqiKIrS1qhnRVEURVGUtqatU5dHRkbMnj17NroZSodw9913jxtjRlv9vWrHSrNQG1Y6gUbsuK3Fyp49e9i3b99GN0PpEERkQ1Jf1Y6VZqE2rHQCjdixTgMpiqIoitLW1BUrIpIWkR+IyH0i8pCI/IG7/0wRuVNEDorIZ911aBCRlPv+oHt8T8W13u3u3y8ir1q3u1IURVEUpWMI4lnJAi8zxjwbeA5wlYhcgV098kPGmHOASeCt7vlvBSbd/R9yz0NEzgeuBS4ArgL+xl1JVVEURVEUpSZ1xYqxzLlvE+6PAV6GXfMA4Cbgte7ra9z3uMdf7pZ4vwb4jDEma4x5HDgIXNaMm1AURVEUpXMJFLMiIjERuRc4ia0meQiYMsYU3FOOADvd1zuBwwDu8WlgS+X+Kp+p/K7rRWSfiOwbGxsLfUOK0g6oHStRR21YaScCiRVjTNEY8xzsokyXAc9YrwYZYz5qjLnUGHPp6GjLM/QUpSmoHStRR21YaSdCZQMZY6aAO4DnA4Pu8tdgRczT7uungd1QXh57ADhVub/KZxRFURRFUaoSJBtoVEQG3dddwCuBR7Ci5XXuadcBX3Bf3+K+xz3+TWNr+t8CXOtmC50J7AV+0KT7UBRFURSlQwlSFG4HcJObueMANxtjviQiDwOfEZE/Au4BbnDPvwH4hIgcBCawGUAYYx4SkZuBh4EC8HZjTLG5t6MoiqIoSqdRV6wYY+4HLq6y/zGqZPMYYzLA62tc6/3A+8M3U1EURVGUzYpWsFUURVEUpa1RsaIoiqIoSlujYkVRFEVRlLZGxYqiKIqiKG2NihVFURRFUdoaFSuKoiiKorQ1KlYURVEURWlrVKwoiqIoitLWqFhRFEVRFKWtUbGiKIqiKEpbo2JFURRFUZS2RsWKoiiKoihtjYoVRVEURVHaGhUriqIoiqK0NSpWFEVRFEVpa1SsKIqiKIrS1qhYURRFURSlrVGxoiiKoihKW6NiRVEURVGUtkbFiqIoiqIobY2KFUVRFEVR2hoVK4qiKIqitDUqVhRFURRFaWtUrCiKoiiK0taoWFEURVEUpa1RsaIoiqIoSlujYkVRFEVRlLZGxYqiKIqiKG2NihVFURRFUdoaFSuKoiiKorQ1dcWKiOwWkTtE5GEReUhE3uHuHxaR20XkgLsdcveLiHxYRA6KyP0icknFta5zzz8gItet320pZb71Z3DHn2x0KxSlcQ7cDp+6FozZ6JYoSmPMHIWPvRKmn97olkSWIJ6VAvDbxpjzgSuAt4vI+cC7gG8YY/YC33DfA7wa2Ov+XA/8LVhxA7wXuBy4DHivJ3CUdeSO98O3PrDRrVCUxvnk6+DRr9gOX1GiyF0fgyM/gH03bHRLIktdsWKMOWaM+aH7ehZ4BNgJXAPc5J52E/Ba9/U1wMeN5fvAoIjsAF4F3G6MmTDGTAK3A1c182aUFRTzS68LuY1rh6I0g1MHN7oFitIYpYLdmtLGtiPChIpZEZE9wMXAncA2Y8wx99BxYJv7eidwuOJjR9x9tfYr60Vmeul1dnbj2qEozWBxcqNboCiNkZ2z29z8xrYjwgQWKyLSC3wOeKcxZqbymDHGAE2ZUBaR60Vkn4jsGxsba8YlNy/Zil9TIbNx7diEqB2vA4XsRrdgU6E23ES8waL2ww0TSKyISAIrVD5pjPm8u/uEO72Duz3p7n8a2F3x8V3uvlr7l2GM+agx5lJjzKWjo6Nh7kVZSaU3RR+SlqJ2vA4UFje6BZsKteEm4vXFee2HGyVINpAANwCPGGM+WHHoFsDL6LkO+ELF/je5WUFXANPudNFtwJUiMuQG1l7p7lPWi40SK4/9B/ztC5dcn4rSKKWKOf5WelbmxuCvL4Onf9i671Q6F8/L3epB4z+/zgb3dgBBPCsvBN4IvExE7nV/rgY+ALxSRA4Ar3DfA9wKPAYcBP4B+DUAY8wE8D7gLvfnD919ynqRqZgGapWiNwY+fg2ceBBOPtKa71Q6l9wGCe7v/iWM74cf/EPrvlPpXLy+uJWC+8nvwsHb4cu/3brvXEfi9U4wxnwHkBqHX17lfAO8vca1bgRuDNNApUGMgbv/ael9qzr6RyucZTNHgOe15nuVzuTum5Zet0pwzxyDu9xuKtnTmu9UOpfDd9nBG7RuKrNUgq+61USG9rTmO9cZrWDbqTz4OThwG5z/Wvu+FWKlkIPb3gPJXvu+MhtJUcJy6pCtE/SM14ATb53g/ub7oOSm/asNK2uhkIVbfh36d8LO57bOs3Lfp+HYfRBLLS9hEWFUrHQi8+Pwld+BnZfCC3/T7mtFR//U92DiELzqj+373ML6f6fSmZRKcMtv2s726j+HeFdrOvpCznb0l1wHWy+AvNqwsga+/ecw9iP4yb+AntHWCe4fftza7yVv6ph0aRUrnchX/pedI73mryHhurFb8ZB4o9DtF9ltvjMeEmUD+OE/wZPfgVf9EfTvgHiqNS703Jwt3LXlHEh2d0xHr2wAxx+E73wQnnUt7H2lteFWTWVmpmH4TDuN2SGCW8VKp7H/K/Dgv8JL/idsfSYk0nZ/Kx4S76HoGrRue/WsKI0w/TR87ffgzJfAxW+0++Lp1nhWPHGS7IZEd8d09EqLKRbs9E96EK5y12aLp1vnWcnP2+n4ZA8Uc7Y9EUfFSieRmYYv/ZZ1/73of9h9cVestOIhybmpyoke+6DkNHVZCYkx8KX/YcuT/+SHQdzY/kSLOvqyWOmBVJ9WflYa4/t/A0fvgav/L3QP232tEtxg7TjZvRQ/mJ3xPz8CqFjpJG5/L8wdh2v+CuJJuy+estuWjErdUWiyx87PzmvVSyUkXmD4y/+PdWN7xNMt8g66YiXRAz0jasNKeLzA8PN+Ai746aX98XTrsoFyC0v9MNg4xoijYqVTOHoP3P2P8Py326hzj3iX3bZkvt/r6LuhdxvMnfQ/X1EqyWfcwPDnwuW/uvxYq1zolZ6V3m22k+8AF7rSQr76bhsY/hP/b8kzCK53sAWDxlLR9veJHujdavfNnVj/711nVKx0Cl4Btkvfsnx/Kz0r+XkrVBzHxq3ownNKGOZOwMIpeO5/Aye2/FjLYlYqvINdQ4DpCBe60kJOPgznvdoGhlfiCW7TlGX0apOvsGFvCqoD+mIVK51CeUTYu3y/iFX5rRiVLk5CesC+TnRBXtdyUUJQ2cmuJN5CGwZrxwnXK6l2rIQhN1/bhsEGvK4nlTZc9qxHf00iFSudgtfRJ7pXH+sZgdnj4a43cxTu+edwn5k7aV3n4MYYaCevhMDzaiSqdPTdW8LbcCELd340nB167vLebR3V0SstJL9gg1tX0r3FbmePhbveA/9q42CC4k2/922vyAaNfl+sYqVTyPmIldHzbGGiMNz2u/CFt8NsiLnOxUnXde62Q1fJVcKQr0gbXsnoeXb5hjDZOfd8Ar7yP2H/rcE/szgJTgJSvR3V0SstolSy4raa4B59ht2O7Q9+vRMPw+feCt/7SPDPeJ6VrqGlvwcdILhVrHQK+QU7EnSq/EpHnwFjjy5fwdaPqafgYXcR7VMHg7ehkF1ydSZalL2hdA6eKPDt6B8Ndq1SCb73N/Z1mFFpMbdkw+pZUcJSnsqsIrhHzrXbMAPH77siJWw/DBBLLpWu6ADBrWKlU8gvLM2xr2T0POvlmH4q2LW+/3dgivb1qQPB21DM2QcEbEdfzAYXSIpSziarYsdlsRKwo3/0K3bpB4DxEDZcyC7ZcDlmRQvDKQHxm47vHrbTi0E9K7Mn4P6b7eswYqXoipV4SsWK0oZ4efXVGH2m3QZ5SIp5u67EBT9j3eETjwdvQ+Wo1HOh61SQEhS/UenQHhsoHlSs3HUDDOyGM14Ek43asCdW1LOiBKSyfEM1Rp8R3Ibv/aS1x2f9PMw8HTwbzlu4MJa0nvZYi5aqWGdUrHQKXtpwNUZDuB8XJyE3C2e8wKYfh1l1tpCzDwZAj5vfP3M0+OeVzY1fgG0sDiN7g49Kp56y9Vp6RsLZcKV3sGfEbmeeDv55ZXPjeTCqCW5wxcr+YOnLU0/Zom67nmffZwKm0BcqPCtga610QD+sYqVTyNWIQAcbaNW7PVhH7wUwpvrtT5iAxmJ2qXLuVtebc/Lh4J9XNjd+AbYQLlA8OwvpfvsTtJOH5XFXA6db4eTVMFKUeuR9BDdYG87NBRPA2Zmlfth7HwQvNdobOG59ZkfYsIqVTiG/WPsBgeAdvTcKTfWFXxulUDEqHX0GIB3xkCgtwhuVxmvFXj3DjjaDrIRc2dGHEtwV3kHHcTt6FdxKQHL1BHeI2Kvs7FI/DMHFStmzUjFwHH90aXoooqhY6RTy87UDbCG4+9Hr2NP9rlgJMSotVgQnJrvt2i7a0StByc3XzmgDK7gx9QNmiwU7wk25NpyfD14yv1DhHYSOGZUqLaLsWfER3BDMy52ZWeqHvfdB8AJsy56V860In3gs2OfbFBUrnYLfNBDYuJXcXP25S0+cpPpsDEzQKHJjlrvQwT4k2tErQalVTMtj5Dy7Ha+TvrzMhkOmH1fGrIC14YVxmNMFDZUA1JsG6tlii8MFnZJP9YevlVLwpoFWTMmfeCjY59sUFSudQn7BfxrIK9ZWz4VeGbPixO2iWEEoFQCzpObBPiSnDmk2hRKMXEAbrjetU7bhPmvD4NpnACpTl0Fjr5Rw5Hwy2jy6huzAsR7ZGdeG3XWygtpwMWvt3vNQjpwH4kR+4KhipVPIzfs/IF4HXG9dikqxEotDKeA858p5UrAdvSmGq9WibF7y9Ww4Ybf15t4rpzId9zNhOvqV3kGIfEevtIh6nhWwfXGQ9YG8uKugdu9RmZUJtozE8NmRF9wqVjqF/ELt1GUILlYyFS50JxH8AVkZgQ6w9QK7PRHth0RpEbkm2XDlNFDM9ayE6ugrBHfvVuu2PxltF7rSIuoF2IIVH/Xs0ZilANuGBHdy+b4OiL1SsdIJeOtR1CoKBxXqPEBHH09bY48l1uZZ2XK2fdAiruiVFpFfrGPDYb2DAxUdfVDRvcKzIqKxV0pw8guALFWOrUYQz0puHkzJegdDC+7s8kEjWBueeGxpmiqCqFjpBOpFoEO4UamX1+/EgmdRVPOsxBJ2PQzt6JUg1MtoC+oOr/QOxsKOSvNVOnp3VBqkkJeyuckvWu+gSO1zYskAU5krPNwQQnDnV3tWtp2PzaQLsYhim6FipRPwW4/CI7BYmbMrzoJ9SAJ38isi0D22higvrWxu6k0DibhTk/VGpZ5npXcpwLbR1GWw6aZBC3kpm5t6sYPgTgMF6IcBkg0EiRereFbKS64EXAi0DVGx0gl4keWBpoHqqPNCZqko11qngQDSA8GKeClKbt7fhiGYC71si+mKjj7ENNDKjj49sNQ+RfEj57PsiUcgG3YzKBPpir47qODOLZ/KhAobDpCF1KaoWOkE5k/ZbfeW2ucE9awUMkuLEDqJENNAKwoReTghBI+yeTHG1jPxs2EIFpzo1QZKdDWWSbFScIe9hrJ5CWTDAaaBPLES72pQcNew4aDemTZExUonMH/SbntGa59TFiv1OvrMUnCYEwvhWXFFULWOXjt5pR6ZaSuke7f6nxdmVBpPV8z3B6wXVM2zElToK8rcyQA2HGAaqLz0RKoBwZ1d7VkJmmDRxqhY6QS8bJstZ9c+J6ixFhaXxEoYoVHLsxJkFKEoXhD2lr3+5wUdlcZSNsYlFmJUWizYDIwOHJUqLaCYt0tBbDnH/7wwU5mJrgYCbHNLNlv5nV4bI4qKlU7g6L226I83L1mNwNNA2aWMDCdhi7oFyYIoe1aqKPpSXjMpFH+O3Wu3pz3H/7xAo9LKqcwQaZ/FGnFXTvRHpUoLOPmItaHTLvY/L8ggsOB5VirjrgJ6B6ulLjvRn8pUsdIJHLsvQCcfdBpocUlwxEJEoZc9KzrfrzTA0Xuhdzv0bfc/L+g0ULxCcEOwUWnBxzsIKlYUfzzBveM5/ueFDhJ3bLn8MAU6Vw4aHQckFmkbritWRORGETkpIg9W7BsWkdtF5IC7HXL3i4h8WEQOisj9InJJxWeuc88/ICLXrc/tbELmT8H04foPSHmEGaajDzEqLdQSK+57DbJV/Dh2b33BDQFHpRWelTCZFMVacVeeWNFpIMWHo/faVOPhs/zPC5J+Xw4Sr0h2CJOZubIfhnDZnW1IEM/KPwFXrdj3LuAbxpi9wDfc9wCvBva6P9cDfwtW3ADvBS4HLgPe6wkcZY0cu8dug7jPIZhnpfIBgYDz/TU6enWhK/XIzduVlOsJbnAX1wziHVwxDRTEO1jTsxJQ6Cubm2P3wo5nLy0gWItYgCzLymygoJ/xqOZZgcjHD9YVK8aYbwMTK3ZfA9zkvr4JeG3F/o8by/eBQRHZAbwKuN0YM2GMmQRuZ7UAUhrhqCtWdjzb/7yg60sUsssDbCHcqHRVR6/TQEodjj9gA1uDelYaseFAgts9Z1XclU4DKXUo5uH4g8Fs2IkHsGFPrKQqPhMmwLaGZyXCNtxozMo2Y8wx9/VxYJv7eidwuOK8I+6+WvtXISLXi8g+Edk3NjbWYPM2EUfvtW5Hv+BaCDbCNGZ5NlCY/P6aAbbRj0JvBLXjEBy9126DelaCBCcmGpjKrBl35U1lbq5pILXhEIz9yNpP07yDXlG4CjteS+oyhFuYtg1Zc4CtMcYATUv1MMZ81BhzqTHm0tFRn7ohiuX4/QEfEDdIy6/DLebtCHflfH9TAmyjq+gbQe04BMfvh95t0L+j/rlOvH5WxLJaQQ1MA60KTtyc00BqwyE4dr/dBvUOmpJdgLYWhUUrLpzY0mfCLH1S1bPS4dNANTjhTu/gbt2qZDwN7K44b5e7r9Z+Za0sTtmOPgj11Hk5XW4NAbbqWVHCsjBRv5CWR5BRaaVnJZTgrrG+lU4DKfVYdCMlgtixJ0D8bDKfWb6oZ5h12mp5VjbpNNAtgJfRcx3whYr9b3Kzgq4Apt3potuAK0VkyA2svdLdp6yVWoZZjXoGX3Y9rgywXUtHH7KgkbL5qFY1thaByu1XelZCxEzVFdybaxpICUFlqnE9giQuVE7Hgw3yDmLDpaKtjVXteYp4NlC83gki8mngpcCIiBzBZvV8ALhZRN4KPAn8nHv6rcDVwEFgAXgzgDFmQkTeB9zlnveHxpiVQbtKWIyxHX1gsVInsKuyTDlUZEEE7OhjydVLo2s2kFKPQi5YJw/BpoEKmSoBtmsR3JtzGkgJQS3bqUYQm6wU3BA8dbmc0ZZYfSziS5/UFSvGmDfUOPTyKuca4O01rnMjcGOo1in+eIYX5AGB+up8pVgJk7qcX6j+B0engZR6FLOQ6gt2btDU5bJ30HW5B7E/b1XllXas00BKPWoN1qpRnl73GzhW2LD3mSCevfyC3VZOIZWvsTmngZR2oFjDbV2LutNAFavVQrjgxInHYeiM1fvDeGeUzUm18uC1CJS6XK2CbQAbnnzcbgdPX74/zDWUzUkxF9yGg2RZrvSsxAKkO4PthwEGq/XFmzPAVmkHahWxqkXD00ABHpJTB6ovQqejUqUehezqYoK1CJLCWelZCRMzNX4QerZC1+CK74wBojas1KaQCWfDUKcvXqwSYBvAhk8dsNuRan1xtKeBVKxEmXJQV4hpoFCelYAdfT4DU0/VeEB0GkipQ5gAWyfhH7NSLNgAw5WelaCCe+Tc1ftFgq3nomxeCiE8K0EKZVYWNvQ+E6QPHT9gxdDQnurfG2EbVrESZYoNeFbCxKwErT478ZitG1DNsxKmsJyyOSnkQoxKY/WzKKAiZsWrLxSko38URs6pfixMuXNl81EM4x30BoE+oju/0rMScBro1AEYOrNGgG0y0v2wipUoU64aG+Ih8e3oV4gV72HJzflf19f1qNNASh2ambqcX2HDYL0s2To2PH8KFierC+7y96oNKzUIE3dVrrNSpy+ujEVMBLBhsJ6Vav0w6DSQsoE04lnxVfMr6qx4q4eeOuR/3XFXrGypMirVaSClHoUaC69Vo54NlwsbVoiV4bPg1EH/65YFd5VpINBpIMWfYgjvYBCPdb4iSBysDU8c8q96WypaL3ctsaLZQMqGUfasBKxRUTd1eUUF2/QA9G637nE/xg9A32mQ6q3+naBiRalNscaS9tWol7q8ck0VgNFzA9iwe7zWNFCYCqLK5mNljIkfgQNsK643cq5NS57xKfw+9aQVIzW9g5oNpGwUxZABtvU6XK/ORLJ7ad/ouTC23/+6pw74zPXrNJDigzG1l7SvRr3UZW/KMlFhwyPn2QBwL4C8GuMHrK1WS/n0vldtWKlFqNTlAKnwuXlI9Cy9Hz3Pbsd9+uJx13uo00BK29Hs1OW5E/Zaqf6lfSPuqNTUWKvSGPuQ+LnPIdIPibKOhKn8CfWDxOfcZcoq12gZ2QuYpenKapw6CMNnL8UTrESngRQ/wqTfx+p4VrKz1ovSW7F45IgrVsZ8PIR1pzKjLbhVrESZYsgA23qpy7MnoG/b8iqMI+dBdsYKmWrMnYTsdG3Xo2YDKX7UWo+nFk4CMLXn7ueO223l4p7lUalPR++XCQSaDaT4Eyr9vs7U+Kzb1/ZuX9rXMwJdQ/VtuGsYuoerH9dsIGXD8LJ3mpW6PHd8+QMCdhoIak8FTT5ht14w7kp0GkjxI8wCcFA/k6Lc0VeIlS3n2PTlWjZsjLXjWjYMkR+VKutMqMKGdaaBPMHdV9EXiyx5uWtRz4aDFFRsY1SsRJlygG2Yglo+xup5VioZqTMq9QRTsqf6cV2xVvGjnNHWpEyKueN2dFn5hyOeskWyas33m5L9w5GsEiBe/t5oj0qVdSZU6nKdaaDZKmIFrFjxix8sZGv3w6ABtsoGErajr5f2OXcc+nYs39e3HZJ9tR8S74HzHsBV3+ktJKejUqUKoaeB6nX0J1bbMLij0hoxK2UbrhGvAm7aZ3Q7emWdCZW6XGcaaK6KdxDsdObCOCxMVP9cqVC7H4YlwV0r/rDNUbESZcJ29H6py/lFyEyvfkBE/FM/PfFT6yHRUuWKH6EDbAO40Fd6B8GKlVMHq3v46glu0GkgxZ9QnpU6Njx73F6ra2j5/npe7rpiJdplJFSsRJliI9NAIV2PYB8SvwcE/EelsaTWqFCq04jgBn/Pysq4K7Cj0mLO1qJYSSCxEm0XurLOFHPNq7Myd8IOGisTHaB+/GAQzwpEdjpTxUqUaSh1uZ7rsUpHP7QHZo8txchUEsiFHtdRqVKdsmelCZkUxlg7ruZZ8RZ2qypWXO+g+AlunQZSfGhm6vJsDe/gwOk2UHzqqeqfKxXtWlg1vzfayQ4qVqJMWBd6zCdmpexZqfKQeEXivGDaSgKPSqP5gCjrTNiVw/1c6AsTVoxXE9xekTjv+yoJ5B3UaSClBqWStbtmpS7Pnaju4XYcW128Wj8M9T0r9b63zVGxEmUKWdt5+6npSvxS1/w8K557s2pHXydmBVyxotNAShUaWd8KqouV2WN2W01wl214DYI7ou5zZZ0JW++qLLhrpd8fq94Pg50urdYPQ/BpIBUrSssJU6Yc/FOXZ49bQ+/esvqY9x3FKg+J8cSK36hUp4GUGoRdOdwvSLBcEK6a4E4t/75KgghuzQZSahFWcHvp99W83F6iQzXBDVZ0V+uHIYRYiWZfrGIlyhRCLAAH/qnLcyegZ2t1L433EPq60HUaSGmApnpWXO9gVc+KZ8ONelZ0GkipQeh6V145h2qC28fDDVbU1/SsFOtPZdb63gigYiXKFDLhPCt+qcuzx6rPk0ITOnrNBlJq0FC5fap7CH09K82YyoxmJ6+sM+VK4k2IuyoL7lp9cbrxmJVYnemnNkfFSpQp5kJ6VvxSl2sEdcHa5/s1G0ipRTmjLWwmRRUP4ewJSA0sXzXcI5Dg1mwgpQFCl5DwWS+tWqn9StYSs+KJpIj2xSpWokwhGzJmJV67guHc8dUF4TziftNAQUel0XxAlHWm3NGHrFFRK2bFb64f1jCVqdNASg1CC25PNPh4VmpOA63Fs6IBtspGETbA1ntIzIoVaws5WDgVYBqo0bRPzQZSatDM1OXZE7UFtxMHpHpwYphsoIiWKlfWEc+mggpucf/sVrPhOZ9EB7B2WC1IHNyYlQDTQCpWlJYTpsQz1A7smj9ptw15VtwHzreglk4DKTVoOMC2lmelhuAWqT0qLQXIaKtXIl3ZvITNaBOpnZk565PoAHU8K8UlIVSNWLSngXxkmNL25Beqz8/XYllwYsUoYHHSbruHq3+uGTUqilPB26lsHnILtoMNW26/mqducdKuuFyLWvP9QWNWwI0TSwRra4fz2Ngcf/etQ5QMJGLCYq5I0UB/Ok6+WCJfNOSKJWYW8/R3JcBAtlAiXyyR87bu60TMYaQ3Scm4f8tFcAREBMF974Agy47HHIexuSxxR5jPFhCBgS77+zEGjk4vAvDk+AJzuQJxR4g7jt3GhFjF67gjxBxB3DL3Pak4MYFiyVA0hkLR2NclQ6FkyBaKdCViPCd3D38B/Ld/fog7iwVyxRLGGGLu9WIiOBWvY47wrZLDF3/wBF988k7ijpCIOYjAmw8fZFsxyf/6++9xYiZDTISSsd/XnYzxvsw82woTvOuj3yMRc9wf+/m/KOT54n0n+PRj3+PBo9Pl/zcRcBzh/NKjfAp4/xfv49BgL/3pOP1dCfrScfrSCff/sMhTEwsk4/a6/ekE6YTDYr7IbKZAzBHyxRKCsH0gzUKuQLEE3ckYC7ki6YRDbyrO0akMv3D56Zyz1Wcl85CoWIkyuXnoPy34+bXSPgt14gaakUmhI9INIVuwv5+442CMIR5zmMnk6U3GcRyhWDI4Yjv2ojHEHaFQMpSMIRX3+ePdLPILkOhZvQ5KLfxSl+vFcNX0rAQU3BBZF/p6UDKGrz54HAOkEzFmFvNkCyVGepPL/pBm8nbauSsZIxFzSMYdkjEhlXDoTcdJxByenlxkbC5LzLVTY+z1S4YV7w0G115d4ZCMO3QnY/Sk4uQKJZ48tVBuY28qTm86zra+NOds68URa/P5YqksOgrFkru11wMwGGYWC2VhFHNklcAZn8vSn07wrMUEHIHLz9vN3v7TScYdBKFoDCX3O4ruM+W1mYfiDKWFI5OLzCzmGexOkIg5mHyWgmvDOwe7GOpJWhElwly2QPbpBCnylAzMZQvkiyUKrih0KFLAoWgMP/6MrWzrS5d/T8YYRuZm4QCkpMTJ2QwHTxaYyeSZWbTXq6Q/HadYMsznlgey96XiIFZ05golYo641wdHWHadbKHI+3/6oqbZm4qVKJNfXCojHoRagV1eB16ro/crChfIha7TQCu56btP8JE7DtKTitOViHF4YsGOPnE7Zyh3AoalDtt7Xe7EsR23MUud4lBPkt5UnNlMgfG5pd9Z3BH60nEmF+wf3P50nJlMYVkn05WIsZgv4lRoh2TcYaArQVciRjoRwxGhNx3nkaMzLObt6DKViJFOOO5x6E7GGexO0J2MkYrHyBdLlIxhe38XuWKRbL7EQFeCn3jqKOeZJN975AQT8zmyBftHZGohz9RijumFPLPZAgLM5wqcbQ7zh8AX73mS/U/tL4/MM7kCf1zIcu/RRfZ92472S8bgiJT/iP5m3uHk0VP853ce59R8lu5knJHeJFtPHefHgfuPznN88TglY8ojzblsAWPgtBMLnA987YHDjJsZjs9kKJUMBsP0Yh5H7Kg0GXfKnoNCqYQjwvRinky+yCWnD5VHycWKn1yxxH2Hp+hNxdnan2ZLT5I3Pv8MLjhtYN3tcC2cPdrLvb93JY4TUGh2KvcfgiPwtldeBCN7g33mYIpXnjfMK3/ipcv3/1MvmG5ufvPzq3/u33fD449x86+sOF4qwR8aXv+8M3n9S19Q/bMnHDgA/98rzuT/u+DF5d3GGBZyxfJgpSsRQ0TK+5NxB8cdTMTc33WhWKJoDMmYQ75oEIFEzGEuW6BkDCdnspw10hPs/yIgKlaiTH4hnFip6Vnx6gTUECv1isJJzH9krNlAq9gz0sPLn7mVuWyRmcU8xZLhnG29pOMxdzS35PIW15UrLLnI7Wtvv93GY4IxMD6bJV+yo7pdw110JWLce3jKdbWn+P5jp7jk9CG6kg4xEdLJGMmYQyZfJF80DHUnWcwXiTn2uyYXcuQLhkyhyHy2iDGGmUyeF+0dYddQF8USLOaLZPNFMoUi04t58kXDqbkcR/LFsndnZrHAYr5IbypOwZ0muEjGGSbGW2/at+r/qC8VZ6A7UXZlb+lJcnTRCq3bHzzKlzlEIiYkYw4U83wgZvjGgWk+8qMfrbpWdzLGG4D9C+P84RMPLzv2IucAP56EP/jyfu6uET97bewYH0jA733+Ho6zpfx7MMaO7FPxGNOLeXpTcfrScVJxh3jMoWTsCH18Lst9R6bLUw3eSD3mTksUSiW29KQ4NDbH7Q/P87PP3bUW82oJnv1tevLzdhu2L67qHcxA0mfqJJ5cQ/p9de+giNCTWi0Fau0HiMecsnhIxpeMoNc9vz/d/KlSFStRJjcfMmalRnBivToB3v784upj9dLlwD+CfZPyY+eO8mPnjm50Mzaez3yC/PgWPveTL2A+WyARczh3Wy/9XdYtvoqJHfBh+IvXX8CHL756aX9mBj4Av37lBbztilfhuGIiVyyRyRXZ2p/G/N0fcUbPAPf97JUk4kK+aJjLFogfKsEX4Q9/+tlMDj2bmGPjIQ6cnGPnYBcjvSl6f3QUvgOffsvFpLedw0hvqtw+Y0w5zqEZZAtFK8CUaJBzp53C9MWxRPW4q0IWukdqfy6ehvwaqjB73xFBWi5WROQq4C+BGPAxY8wHWt2GjqBUgtycvwpfSaxGRkO9aSBvxFBNrASpopvqs21VlJVkZ0h09fPcM4aCne8GiTtmRVE4V3B3pbuhYjSYTsTKozxJ9JAoZRjoXhr1DXQloMu6Uy7YPQo7lv5QXH5WRfrorM0yOrOvBANdy766mUIFaE2skNI8srN2G6YvrulZyfpnFSW6rUfdmOXe7Hp9ONh+uLK9EaOl8l1EYsBHgFcD5wNvEJHzW9mGjmFxwhp7rVTNajg1MinqBdjG4vYhyc6sPpaZgVS///d2DdrP1lqXSNm8+NVGqUYt72DQzjpTxYY9u0772HF60G4z04GaqWwi5o7bLLQwWWJegc6VFLP+9VpSfXbx2PzC8v2eXfr1xemB5edGjFZ7Vi4DDhpjHgMQkc8A1wAP+35qJScehsxU0xsXGYyBEw/Z14109I/dAQvjS/tPutfyq8CY6odTh+DJ7y7fP/WkfycPSw/JoW9CsrlBV1XZ9bz2Ty+dPgJTT210KzYOY+w05sxROOvHgn/O+70++V0YfcbS/pmjdusnVtL9cPKR1TZ8/AG7DdLRH/5B/WnPZjByHvTUKAzWLmRm4MSDG92KjaWQsfYTZtAI1o6PP7jaFrOz/v2w19ceumN5qYmJx5Yfr4YTszY+9qPV37se9G2H4bOadrlWi5WdwOGK90eAy8NexNz+e8jB25vWqKhSwuGN/z7B2Ne+xfhcjmLJsHu4yw1ItPPuuUKJuWyBdDzG2ZLhr3CIfeV3Vl2riMM7/+0gM+aYTW110wB3DKTpSsb5jeIApz36FXj0K6s+e7DvefzNZ+9lJlNgNpNnJlNgeiHHlt4UxZLh8sUJ3gvwydet/38KwP96AroCTitsFA/8C3z99ze6Fe1BpeioR9cQ9O+y/38P/EuV4z51Vnq3w8wR+MdXrz6W6PYXK73bAIFvvi94W9fCz38Snvma1nxXo4ztr/5/uRm54GfCnb/9Imu/1f7/atW7gqUy/J/9Rf/jtejbDg//u/1Zby5/G7y6eVEebRdgKyLXA9cDnH766VXP+d+zP8Pjuee1sln0p+OUDMTE1gfwKJWgWCrRnYpTctMQs4USjsBCrkhhZQJ7E0jHHeadPo6zhYwMcdFwNz2pOHHHFvHx6hOUjGFBigy4hX8mF/fw+sk/Y3dqnunFHLniUtsmZRBm4uSLi8Td9LS4I9z1xCTZQok78/+D7fnqnoAnp/YghQn60vZ7dgyk2dafomQgGXP45uJlPJx/L3GTZ+X/xkU7B0jHY+SKRbqSMXJ5+/83tZgnHXcwQMIR4jGHbLFEOm7TY2czeXJFQyZX5NhMht1D3WQLRaYX8vxlKUUdX8+6U9eOL/gZOO3iFreqzUj02LV8BnYH/4wTg7d+DU4dWH0s3mW9arX48ffAua+CVVYI9O9cKjhXjb5t8Kv/aZelaAXbLmzN9/hQ14ZHz4U3faHFrWozYknoGYWhPeE+95oPwcVvZLUtCuy6tPbnzn0VvOW26hlByV7Y+Vz/7/2lz8PEoXBtbZT+5ma0iWnhWhci8nzg940xr3LfvxvAGPMn1c6/9NJLzb59q1Mav3Dv08xlbdzFYq7I1EKeM7Z0UzKGtJsjni+UWMwXyeSL5YJClbUrhnuSpNz8cW/f5EKuXLdhMVdkx0DapmDO55hayFEyhon5PL2pWDmoTsT+UZ9cyJOMO6TdmhI9qRiD3Um29CTdSn9FtvWnGehKUCjattnqhDblNFsoMdiVYGI+Z4sluZ6N04e7KZQMqbhTrnHRlWw8AM/LXDDGMJstsOgKqh39ad96CaWS4amJBWJu0bBCsYQI5AqGc7b2kowHC3968OlpHjk2w8nZLP/3tv1s7UuRTsR4amKB0wbSDPcmScVjDHYlmM8VOHBijt3D3SRiQq5oKJZsESRHhK39KZ46tcDYbJYXnLOFhVyRnmScP/rpCxnpXT0dICJ3G2N8eoL1oZYdK0pY1IaVTqARO261Z+UuYK+InAk8DVwL/ELYi1zznJ3NbtemYUlkWS9M0Hx4xxH2NKHIz4U7B7hwp53/f/uPn7Pm6ymKoiidT0vFijGmICK/DtyGTV2+0RjzUCvboCiKoihKtGh5zIox5lbg1lZ/r6IoiqIo0UTLJCqKoiiK0taoWFEURVEUpa1RsaIoiqIoSlujYkVRFEVRlLZGxYqiKIqiKG2NihVFURRFUdoaFSuKoiiKorQ1LS23HxYRGQOerHF4BBivcSxKdMJ9ROUezjDGjLb6S33sOCr/b/XohPuIyj20mw1DdP7v/OiEe4Do3EdoO25rseKHiOzbiDUymk0n3Ecn3MNG0Cn/b51wH51wDxtFJ/zfdcI9QOfcRzV0GkhRFEVRlLZGxYqiKIqiKG1NlMXKRze6AU2iE+6jE+5hI+iU/7dOuI9OuIeNohP+7zrhHqBz7mMVkY1ZURRFURRlcxBlz4qiKIqiKJsAFSuKoiiKorQ1kRQrInKViOwXkYMi8q6Nbk8lInKjiJwUkQcr9g2LyO0icsDdDrn7RUQ+7N7H/SJyScVnrnPPPyAi17X4HnaLyB0i8rCIPCQi74jifbQzasMtuQ+143WknW0YOsOO1YYrMMZE6geIAYeAs4AkcB9w/ka3q6J9LwEuAR6s2PdnwLvc1+8C/tR9fTXwFUCAK4A73f3DwGPudsh9PdTCe9gBXOK+7gMeBc6P2n2064/asNpx1H/a3YbdNkbejtWGl36i6Fm5DDhojHnMGJMDPgNcs8FtKmOM+TYwsWL3NcBN7uubgNdW7P+4sXwfGBSRHcCrgNuNMRPGmEngduCqdW+8izHmmDHmh+7rWeARYGfU7qONURtuAWrH60pb2zB0hh2rDS8RRbGyEzhc8f6Iu6+d2WaMOea+Pg5sc1/Xupe2uUcR2QNcDNxJhO+jzYji/0ukf/dqx00nqv8nkf3db3YbjqJYiTTG+uQikS8uIr3A54B3GmNmKo9F6T6U5hK1373asVKNKP3u1YajKVaeBnZXvN/l7mtnTriuONztSXd/rXsp7xeRJ4D3An8kInPuz2nr3WARSWAfjk8aYz6/1vtYsX+zE8X/l8jZsPvdasfrQ1T/TyJnx2rDliiKlbuAvSJypogkgWuBWza4TfW4BfCir68DvlCx/01uBPcVwLTr2rsNuNKN8HaAMeA0Y0yv+3N0PRsrIgLcADxijPlgM+7DvZcr3X2bHbXhdbZhUDteZ6JowxAxO1YbrqBVkbzN/MFGPD+KjUb/3Y1uz4q2fRo4BuSx84JvBbYA3wAOAF8Hht1zBfiIex8PAJdWXOctwEH3Ov83ZBt+Hngc6Hffvxo7rzka8PMvwroV7wfudX+uXuN9HATevNG/n3b5URuu24YvA7+xYt/9wE+HuIba8fraSdvasNu+drDjvwbmKn4KwO+rDYf/0XL7bY7revxlY8zXV+z/EvAdY8wHanzuk9iH67exRnu9MeZL69xcRVlFIzYsIj8H/LYx5nL3/bOBbwI7jM0+UZSW0mhfXHHec7BZOFcaY+5Zr3Z2KipW2hz3ARnBKnKA/zDGvDbA5waxanwa+K4x5lfWqYmK4ksjNiwiaeyo+DJjzAER+XOg2xjza+vZVkWpRaN9sfvZUezU2buMMZ9ZlwZ2OFGMWdmMvNYYM+j+vDbIB4wxU8C/ABcC/28d26YoQQhlw8aYDPBZ4JdExAHeAHxinduoKPUI3Re7AbL/CnxKhUrjqFjpUFyX41uw87Yf3tjWKEpD3AT8IvByYMEY870Nbo+iNMJfATPA/97ohkQZFSsdiOtC/2fgPcCbgZ0iou5zJVK44qSE9QyqV0WJHCLyK8CPAb9ojCltdHuijIqViCIiXxGR99Q4/CfAYWPM3xpjssAvYWsD7G1dCxXFnzo27PFx4CKs+FaUtqOOHb8Bu37S0YraLPVsXqmCBtgqitK2iMibsJlsL9rotiiKsnGoZ0VRlLZERLqBXwM+utFtURRlY1GxoihK2yEir8JWCz0BfGqDm6Moygaj00CKoiiKorQ16llRFEVRFKWtiW90A/wYGRkxe/bs2ehmKB3C3XffPW6MGW3196odK81CbVjpBBqx47YWK3v27GHfvn0b3QylQxCRJzfie9WOlWahNqx0Ao3YsU4DKYqiKIrS1tQVKyKSFpEfiMh9IvKQiPyBu/9MEblTRA6KyGdFJOnuT7nvD7rH91Rc693u/v1utL+iKIqiKIovQTwrWeBlxphnA88BrhKRK4A/BT5kjDkHmATe6p7/VmDS3f8h9zxE5HzgWuAC4Crgb0Qk1sR7URRFURSlA6krVoxlzn2bcH8M8DLsSpJgFxx7rfv6Gvc97vGXi4i4+z9jjMkaYx4HDgKXNeMmFEVRFEXpXALFrIhITETuBU4CtwOHgCljTME95Qiw0329EzgM4B6fBrZU7q/yGUVRFEVRlKoEEivGmKIx5jnALqw35Bnr1SARuV5E9onIvrGxsfX6GkVZV9SOlaijNqy0E6GygYwxU8AdwPOBQRHxUp93AU+7r58GdgO4xweAU5X7q3ym8js+aoy51Bhz6ehoy8sJKEpTUDtWoo7asNJOBMkGGhWRQfd1F/BK4BGsaHmde9p1wBfc17e473GPf9PYmv63ANe62UJnAnuBHzTpPhRFURRF6VCCFIXbAdzkZu44wM3GmC+JyMPAZ0Tkj4B7gBvc828APiEiB4EJbAYQxpiHRORm4GGgALzdGFNs7u0oiqIoitJp1BUrxpj7gYur7H+MKtk8xpgM8Poa13o/8P7wzVQURVEUZbOiFWwVRVEURWlrVKwoiqIoitLWqFhRFEVRFKWtUbGiKIqiKEpbo2JFURRFUZS2RsWKoiiKoihtjYoVRVEURVHaGhUriqIoiqK0NSpWFEVRFEVpa1SsKIqiKIrS1qhYURRFURSlrVGxoiiKoihKW6NiRVEURVGUtkbFiqIoiqIobY2KFUVRFEVR2hoVK4qiKIqitDUqVhRFURRFaWtUrCiKoiiK0taoWFEURVEUpa1RsaIoiqIoSlujYkVZH0oluOsGWJjY6JYoSuPs/wocf2CjW6EojXP8AWvHEUfFirI+7L8Vvvxb8K0/2+iWKEpj5Obh09fCx1650S1RlMb5uxdZO444KlaU9eHYfXbrxDa2HYrSKEfvsdvC4sa2Q1EapZhfel0qbVw7moCKFWV9GN9vt3nt6JWIcuJhu00NbGw7FKVRxg8svV6M9pS8ihVlffA6+vmTG9sORWmUkw/ZraPdpBJRTjy09Hp+bOPa0QT0KVSaT34RJg7Z1/PjG9sWRWkUT3AvTi53pytKVDhZIVbmoj1wVLGiNJ+x/WBKILHIPyDKJsUYOPkIOHH7fuHUxrZHURrhxMO2Hwb1rCgdwvQRmHyyOdc66Y5Iz3qpelaU1pGdhWP3N+daU09BbhbO/DH7XkW30gqMgae+b7fN4OTDcJZrwypWlI7gH14Of/ksK1rWyomHIJ6G3ZdBdhoKubVfU1Hqcccfw9+/GA5+Y+3X8gT3mS+x2wUV3UoLOHwn3Pgq+LdfWfu1MtMwfRjOeCGIE/mBo4oVxbI4abcfv2bto8iTD8PoeZDqs+819VNpBfkFu/3sL9nR6VrwAhN3XepeW21YaQGZGbu9/7Pw/b9d27VOPmK32y6ERHfkbbiuWBGR3SJyh4g8LCIPicg73P3DInK7iBxwt0PufhGRD4vIQRG5X0QuqbjWde75B0TkuvW7LSU0w2dB7zaYOQoff+2SeGmEEw/B1gsglrTv1bOitAIvvqT/NPjk65dq/TTCiYdg8HTo3mLfF7Jrb5+i1CM/b7db9sJX3wU//ETj1/IE97bzbV9cjLYNB/GsFIDfNsacD1wBvF1EzgfeBXzDGLMX+Ib7HuDVwF7353rgb8GKG+C9wOXAZcB7PYGjtAG5OTj75fDzn7AR5A/8a2PXmT8FcyfsAxJP232FTPPaqSi1yM5ZgfGmL1jh8p0PNX6tkw9bwR1P2fcqVpRWkJ2z21/4LJz+fPjGHzZ+rZMPQ6ofBnbbvjji/XBdsWKMOWaM+aH7ehZ4BNgJXAPc5J52E/Ba9/U1wMeN5fvAoIjsAF4F3G6MmTDGTAK3A1c182aUNZCbg2TPUkBho56VMdf1uPV87eiV1pKbg2QvDOyCkb2Nr0tVzMOpg8sFd8RHpUpEyLmela4hK1YWJxoPtj35CGx9JojYvjjiHu5QMSsisge4GLgT2GaMOeYeOg5sc1/vBA5XfOyIu6/WfqUdyM1bsRJLQLwLsjONXccL4urbviRWtKNXWoFnw2DjpbKzjV0nMw2lAvRuh5gKbqWF5FzPSrLX2nCp0LhHZOGUndoHV6x0uGfFQ0R6gc8B7zTGLPtLZowxQFNyrUTkehHZJyL7xsainWrVEu75Z3j4C2u7RiEHxZx9QADS/Y139F6QY6K7oqOP9kPSCGrHIXjqTvj2n6/9OsvEyhps2BvdJrsrvINqw4oPc2Nw6+8sTeM0Sm4enATEk7YfhjXY8cLS8xBPRV5wBxIrIpLACpVPGmM+7+4+4U7v4G69FJKngd0VH9/l7qu1fxnGmI8aYy41xlw6Ojoa5l42J194O9z8prVV2PSCuipHpZkGPSteR5+o7Oij7X5sBLXjEHz+l+Gb71uqGNsoufklwZ3qa9w7WBbcXWrDasPBuP+z8IO/h//4k7VdZ6Xghsb74vy87YfBDhwj7uEOkg0kwA3AI8aYD1YcugXwMnquA75Qsf9NblbQFcC0O110G3CliAy5gbVXuvuUZnD8gcY/m1shVpK9a/esbPJRqRKCvh12e2iN9VG8uCtY2zRQzhMrPTZQVxy1YcUfLxPt8A/Wdp1Kwe1tGxXduQXbD0NHeFbiAc55IfBG4AERudfd9x7gA8DNIvJW4Eng59xjtwJXAweBBeDNAMaYCRF5H3CXe94fGmOivQzkRlMsLL2eeAx2XlL7XD8812XKfTgS3Y13zrmKaSANsFWC4JUDn3hsbdfxAmzBekXyizY4USTcdfIV00AiHTEqVdYZbzmGtZR8AFs1OVVhw9BYX1wq2fpWiYppoIX5tbVtg6krVowx3wFqPe0vr3K+Ad5e41o3AjeGaaDiQ65ifvShf4OLXtfgdbzO2XtI0mvwrMzbDAonppkUSjC8keMjX4KrPrAkcsNS6UKPpwFjp0fjyZDXqfCsQEeMSpV1xrPhUwfg+IOw/cLGrlNpw2sRK5UebnBTl6Ntw1rBNsp4FQm7R+BHX4ZThxq7TjkCvaKjzzfoWckvLp8nhcg/JMo6k1+wNjx/svH6PkU3a8IT3OUaPw1U7ezAjl5ZZ/ILNosy0Q3f/5vGr7NMcLv9ZyN9sfe3IVExDRTxQaOKlSjjdcQv/E2bcnzn3zV2nZUxK2tJc1sZgQ7a0Sv+5DNw7lW2CNv3PtJYXYmVQeJrsb3KjDawnhm1YcWPfMaWa7j4l+D+m2H2eGPXqZzKXEtRzZXPQyz63kEVK1HGU8+DZ8BFr7dpzI3Mma6cBop3NS5WKiPQNcBWCULeDQR8/ttt9eTH/iP8NVYKbs+F3sh6KN40UKWnMeKjUmWdyS/Yfu/yX7W1Ue76WGPXWTWVSWP9Z64iow06YipTxUqUqXT1XfE2+8Dc/U/hr1NZiAia4FlZKVai/ZAo60whYzvmi14HPVutdyUsnljxFs8sd/SNeFYq0u+hI0alyjqTX7SxflvOhvOuhrtuaFAozzfJs9J5cVcqVqJMWaykYftFsPsKeOjfG7jOShW+hjn6/MLSA+LFrOioVKlFqWQ7Yy977JI3wsHbwwd4l+v7VIwkYQ2jUumoUamyzng2DPC8t9oy+Y9/O/x1cgtVPNMN2F5lYUPvWhHvh1WsRJnj99tt94jdDuxsLIun6Ba88h6ORLrx5cRz8+pZUYJzwq0P1OPacL+7AkcuZJqlVxTRE8jxNWZSJLqXUp41wFbxI7cA448urdA9sMtuG+2Lvey1tUxlroq7chcybHSdoTZAxUpUyS3Ad/4C9rzYLrgG1rgb6ZzLHb37kMTTUMpDqRj+WvmKkYGIvaZ29Eot7vgTSA/YmCtYsp2wHbQnuGMJu12TZ6VCcIMbYKtxV0oN9t0A82Nw+a/Y942KDGOsHXv98FqyKVfGcHnX9J6TCKJiJarc9TGb6vnjv7u0L97VmAov5myVTsctzrUm92NFNhDoqFSpzZG74dGvwAt+A7oG7b5Eg/P0ZbFSIbih8WygRKVY0QBbpQbZOfjOh+CsH4czXmD3NerVKxUBsyS4Hccd7K0lZqXCswKR7otVrESR7Cz811/A2S+DM56/tL/R6ZtKNQ9rdKHPL+/oG33YlM7njvdD17DNoPDwbM/rbIOy0jvoiZ6GgxwrBLd6B5Va/ODvbfXaykFj2fbC2vAKwQ2NZ2auymiL/pS8ipUoctcN7gPyv5fvj3fZ2ith5yWL+RUPyBqDEz03KFh3eqPVcJXO5cg+uxbQi965lMEDFR19o54VbxporZ6VShvuURtWVpObh//6MOy9EnY/b2l/WXCHtWHXVlf2xWups+INHL1to+sMtQEqVqLI8fth6EzY9dzl+xMNdtDF3NJCXNB4ylypZB+4Ss/Klr0wtj/cdZTO59h9duvFqniUvXobGLNSWYUZYMs5MHsMFqfCX0vpXKaPQGZqtQ3H4rY/DW3DrndwZV/ckOBetFP73nMwstduI9wXq1iJIvnMcje1h9fBNtLRV6r5hke37kNVubbL9gth7EdLD6KiwJKIqBQFUBGcGNb2VgaJr2Eqs5BdYcMX2e3Jh8NfS+lcVpa0ryTRvQbv4Iq+uJGpzELWBuh6GW1bzwcETjwU/lptgoqVKFJYXPJ+VBJvcJ5+1TRQg56VQhWxsu0im1k0/mi4aymdTVmsdC3f32gmRTM9K8XcUiYGwDZ3UbrjD4a/ltK5eP1dokZf3LB3cOU0UAOelcoUaLArOQ+fuVQqIIKoWIkihezqTh7W1tF7nTw0HoxV7WHbdoHdRljRK+tAPgPIcluBxhcgrJkN1KBnpfJ56NtuA4FPqFhRKvBsNF6tL27AI1L2Dlb2xek12PCKZ2vbBZHuh1WsRJH84nLvhUejHXRmekW68RrjBirbNrLXPjTHo6volXXAK7Hvuak9Gp0GykzbbbmuRMLO2TeyYm0xt9yGRex0pooVpZKyJ7maZ6WBMhJlG+6tuE6DYmWldxCsl/vUofAFF9sEFStRxOvoV1IuqBXSuMcfXQrAgsY9K975lQ9JLAGj50Va0SvrQCFT3X2eaFAonzoIvduXMotE1tjRrxyVXggnH2msUKLSmVQud7KSRgp0jh+w2y3nLO1bi2clXsWzgoGTPwp/vTZAxUoUqSlWGsjvzy3A1GEYOW9pX6MempVxAx7bLtJRqbKcWjYcb3Aqc2w/jJ674loNzvevDLAFK1byCzDxePjrKZ2Jn2cl0YBnZXy/FclDe5b2NRyzkl3tWdnuxl5FNG5FxUoUWVkO3KORDIhTBwGzvKNvNBuoWoAtWEU/dwLmxsJdT+lccvPVsyi8qp1hOnpjXO/gecv3e3WHwlLVhe7FXqnoVly81eqr2XG8gZiVsUdh+Gyb+uzRiOgBKORWe1YGTodkX2S93CpWokhm2q6nspJGqnZ6WTojFWJlzZ6VWopeO3rFpZYNQ/iqnbPHbbGrkWZ6VlZ09KPPAImpDStLeDEm3lIRlTQ0DdRE72A1z4rjWNEd0aw2FStRo5C1D0FVsdLAInBj+20g4sp5Uu+7wrYNqsyVemIlmopeWQf8xEqiK9xUpie4V3b0jfzBKJVsqv3Kjj6RtnFdasOKR3YGnERzpoEKWZh8oorgXsPitNWSMLyMoAiuvqxiJWpk3HLJqSodfSNpn+P77RxppWE3nD5aJcAWoGcEekbtdykKWDtO91c/lkiHm4IsewdXTgOl1l62v5Ktz4x0BVClyWSmrQ2vzGiD8CLj1CEwpeo23Iz0e4+tz4TstJ2WjxgqVqKGJyB866yE6egPVHlAGi3b79YJWOlZAZuO18jcq9KZrCxpX0nYWJOx/ZDqt/VQll2ngUyKaun3HmrDSiX5DCSqVBKH8HVWvIHcqmkg14ZDr/dWZRoIlrLlwi6y2AaoWIkaK8uKVxLWI1Is2ADbyrRlaHxp8mqpyx6xhJbcV5ZYWYiwktCelf3WhleOcBtZV6VW3BXY9pbUhhUXPxsOG2A79iggdi21ShJp63EpFcK1rVqALSytO1QMeb02QMVK1CiLlfjqY2HL7U89aR+40fNWH4uH/IMB/qNSR8WKUkEpb22iGonukKPSKt5BaKzkea24K3BtOBfuekrnUsr7CO5ua3tBPSLjj8Lg7tVZng0voVLDs+K1N4J2rGIlalQrae/hOOEUvTf/XrWjb2CutOxZqdI2HZUqlaxcj6qSMCIjM21XRF7pPofGMilqxV2B6x2M3ohUWSeKfmIl5FT6+P7agjvMdTxqeVa8Zy6CfbGKlahR8pkGgnDz9N486cppIHDjBpqwNpCHTgMplfh29F3BvXpe1c+VWRTedULHrFRZn8VDBbdSia/gDlGJuVSC8YPVbXgtZSSqDmg9z0r0RLeKlajhdaZOlWkgCJcyN/E4dI9UrxMQT61hbaAaD0nYeVelc6k33x/U9iYes9vK1PvydRrIBqpV2BCWpjIjmPaprAPFnM9UZojpm7nj1t63nL362JrESjXvoPt3I4KiW8VK1PALsIVwYiW/aJcOr0YsGd4T4utZiUdynlRZB0olMMUm2bCb1ZCsYsexZHib83u+YgnA6PpAiqVU8I9ZgWB27J3jZepU0miMSa3BgKMxK0qr8KsDAeHy+2sFYXnXD2vQBb9MigbEj9KZlJroHSz4BHU3JLjrxF1BJEelyjpQzzsIwfpi31i/5NJ3BcWY6utbLbte9LzcKlaiht+cOoTL768VhAUNjkqzthputUwlR+f7FRc/DxyEi7uqJy5CC+4600Cgolux1IoLgXA1r4o+NlcWFyFsrlQAjE4DKRtMeVTaLM+Kn1hpYBqo5vXikVTzyjpQV3C7NlwqBbiW39Rjyj4vYWJM6k4DobFXiqVYqO0dDFPzquDjLY834Fnx87538jSQiNwoIidF5MGKfcMicruIHHC3Q+5+EZEPi8hBEblfRC6p+Mx17vkHROS69bmdTUC9UWkiHbw6YbHKGigejU4D1bqe1qhQPOqJlVAu9DoZaJXfF6htPp6ackEttWOFgJ6VAGLFtxBhA2LFzzvYyDPRJgTxrPwTcNWKfe8CvmGM2Qt8w30P8Gpgr/tzPfC3YMUN8F7gcuAy4L2ewFFC4nknfDMpAqYcV1td1qOhaSCfOdxYMpKuR2UdqOcd9Dr6IGKlmLXXcap0ZY109L6emgZc8krn4lcULozg9p0GakRw10m/h0h6B+uKFWPMt4GJFbuvAW5yX98EvLZi/8eN5fvAoIjsAF4F3G6MmTDGTAK3s1oAKUGoG2AbohCW7zRQA3VRijWCukCngZQl6nkHw4gMv1oXDY1KfdLvNcBWqcSvVpDXDwbpi/2mgRoS3D6FDSMcd9VozMo2Y8wx9/VxYJv7eidwuOK8I+6+WvtXISLXi8g+Edk3NjbWYPM6mEBF4YKKlTodfUPTQDWut8kCbNWOfQjiHYTgmRQ1vYNrmQaq1tFHd12VRlAbroNvUbgQYqXp00B+GXIdHLNSD2OMAZpWJckY81FjzKXGmEtHR0ebddnOoVjHhR5LLnW49aiV3la+TiPTQH6emug9II2iduxDEO8gLHW6vtfyS79vZFQaIMB2k9ix2nAd/IrCeTYZpC/2W1OtIcEdIMC2E6eBanDCnd7B3Z509z8N7K44b5e7r9Z+JSyBpoECdqa1qhx6128kG8g3BiZ6D4iyDgSeBgrS0Td7GshnIcMIr6uirAOBpoEC2F65zkoLpoE6PMC2GrcAXkbPdcAXKva/yc0KugKYdqeLbgOuFJEhN7D2SnefEpZ6mRRhPCv1AmKb6Vlx4trJKxZvVFcz/T5kR9/UaSC/hUKju66Ksg74BdiGEtxNngbqUO9gjSTxJUTk08BLgREROYLN6vkAcLOIvBV4Evg59/RbgauBg8AC8GYAY8yEiLwPuMs97w+NMSuDdpUg1Cu37wXYGgMi/teqOw0UUlwU6lXEzQdrl9LZ1PMOhu3omzoNVGfJCFDRrdh+zG9w1kjMil9Qd5i+2M87GOFpoLpixRjzhhqHXl7lXAO8vcZ1bgRuDNU6ZTWlPCDgxKofj6cAY4271ojTo9kxJsXcUnDkquslKa+rUq3CrbJ5aGadlXrewcrvC0IhCxKr/nw1In6UzsRbH6qWd9CJ22regbKBmlxu37dWUAyQTTUNpGwUfgIDwgV2FepVsG1ErNQqCqejUsWlrnfQ3R94GsjHmwfhPSs1bVingRSXet5BEdsXt9s0kIhtcwT7YRUrUaNY8BcrQef7S0W78m2tjjnRBaYEufngbfNLXY5wYJfSZEr14q5CZlLUrCLqrnybnQ3etnpLRkAkO3qlydQrIQFWdAfKaMv5rKkWtz9hbNivgi241cSjZ8MqVqJGMec/jRJ0vr9eRsboeXZ78pGQbfOpswKRnCtVmoxne80IsPWzuZG9dnvy4XBtq2fDEezolSZTbyoTrOgOWiuols2JwMh5IfvhOkIqFo+kDatYiRoln1RNqJjvryNW6qnv7RfZ7fEHgrfNt4JtdKPQlSZTLgpXJzgx0FSmz7RN9zD074ITD1Y/HvZ6GrOieAQRK/F0wCrMPkHiANsvhOMhbNgvZsXbH0HvoIqVqFHM1x6RQsV8fz3PSh31PXgGpPrDd/Q1Xfs6KlVcyl69Gh5Cr+MOHGDrI94b6ehr2rA3DaTewU1PPe8guNNAAacy/ZIhtl0Is0dhIWACrV/ALkR2UVkVK1HDL/sBgs/311PfIrDtgpAdfZ1VlyGSil5pMvWmIMME2PqtbwW2ox9/FPIBhI/Xtno2rIJbqTfYAzfANkiQeADBDcG93F7bOmydNhUrUcOvaiIEn++vNw0EtqM/8RCUSvXbZQzkFyBRK3VZO3rFpV5RuFAZbXVGpdsvtIHkYz8K1rZcEBuO3qhUaTLlAFuf+MF4Mviqy76C252SD+rlzrtJEbXKSER0nTYVK1HDr7w4hAiwDTDnuv1CyM3C1JP125WdsQ9m7/Ya7VKxorg0dW2gOvP9YTv6uZM+NuyV24/eqFRpMvW8g+AG2AadBvKx4d5Ra5NBvdxzJ+0UfrK7RrsaKPjZBqhYiRp+JZ4heICt3/oRHttCBNnOuItw99Xo6HUaSPGo50J3YjZdc62pywDDZ9oU5qAu9NljPjbsrbqsNrzpqRckDlaABJ4G8unTwY29aoINg2YDKS3Cb6VPaF6ALcDWZ9r8/yCj0llPrOyofrzsWdFR6aYncNpnULHicx0nBlvPDzYqLeRgYby+DavgVsoBtn7TQGFsuE618W0X2qnMIN7G2eP+YkWngZSWUK8oXND5fs+V7TfnmuyG4bODdfSzySMx7QABAABJREFUx+227qhU5/s3PV5H6dvRB8ykKBWCjUpPPGDjqvyYq2fDOpWpuAQpChcLYcN+A1CwpSRKeRssXo+ZY7UFNyyt0xYxVKxEjXpF4YLO9xcD/MEA+5CcCOB+nK0zDVSe74/eQ6I0Gc876LegZZBS5ca4HX0AG85Mw/QR//PKgrtGRx/hdVWUJlMv7grcaaCgYiWADUN9L7cxAaaBkpGMu1KxEjXquQyDFtQqZ2TUeUgGdtmArXrMHofUACR7qh/XaSDFo16QOLgu9ABLRkD9UenAbrutZ8f1BHeE11VRmkzQonBBpm1KhfqLuw7sstu5E/7nLUxY+/TzrDjxSHq4VaxEjXouw3JBraBipU5H78SW/ij4UU/N60KGikcxX79zDjIqLU8n1ViB3EPc46aOHdfzrEBk11VRmkzZM+3XFycDBonn6w8aPRuu1xfXE9yg00BKi6gXUOgF2NZTzmWxUqejd+LBXIb1grq0VLniESSgMBbEs+LFXQUQ3JXn12L2mLX37i0+7YpmR680mSCpy0G8gxAsZqU82GuC4NZpIKUl1CsKl+ixhj0/Xv86EKCjjwOmfmG42eP1g7oqv1fZvJTqLBkB0DVoM3P8CBp3Faaj790Ojk+3qNNACgRLUEgP2vpT9aonlwoBBo1BvYMBPCs6DaS0hMw0pPpqH4/FYehMOHXA/zpBY1aCuNCDBHWV/2BET9ErTSYzDale/3O2nAPj9WzYi1mpJ1ZCeFb6fQQ36DSQYslM223Spy8e2QsYmHjM/1pBMtpEbBmJujYcxLMSTRtWsRIlsrOwOAGDp/ufN3JugI4+RMwK+I9KgwR1qWdF8Zh6KpgNL07A/Kna5wRJga48HiRmxU9wgx0MqOBWpp6CeBf0jNQ+Z2Sv3dZLNw4SswLulHwAz0rXsH9FXCcRSRtWsRIlpg7bbd2Ofi+cOuSfeRM4ZiXAqHT2qN1qzIoShKBiBfw7+tAxKwE6ej/BDW7QpNrwpmfqSWvDfun3W86x2yAewnqDRrBe7iCelbo2rJ4VZb2ZespuB8/wP2/kXDvq9FvTJ3BHH2D6JmgWRb3rKJ1PdhYWJ4MJbvAXK0FjViSA4M4tWNd+Pc+KTgMpEExwJ3ts2nw9z0opX3/QCME9K3W9g4lICm4VK1FiOqhnJcCoNGxwovEJsA2ULqfrqigE9w4O7LZ1KoJ4VpoRYDsXQHCDTgMpliBiBazoDjINVG/QCFbQBJrKDBB3FUEbVrESJaaetB14z6j/eSOe+9Gvow9YUEtcEwnkWamzHgVoJsVmJ6h30HFgy15/F3posbJGGwb1rCiQmQnmHYSl+EG/pR6CVLAFt+aV39R+0RaNCxJ3FUEbVrESJaaesiNOv3lSgK4h6NlaR6wELKgVqKMPENRVjlmJ3kOiNJGyWGnCqDRw+n2AmJV6C3F6aMyKEtTDDdaG8/Mwc7T2OUHqrED9mlfz49bzUlesRNOGVaxEiaCuR6ifEdTM4MRArkf3OipWNjdBvYNgbXjqydp1KsKmLvu50IN6VmLRdKErTSSodxCWpuT9SkkEqbMCboBtEwS3k7DPQr2FPdsMFStRIpRY2Qtj+2sbZOiCWnU8K/U6eZHILk2uNBHPhut5B8HasCnVrlMRNnW5ng3H07aQV71rqeDe3ITyDnrxgz5iJXDMSp0A2yCJDhDZ+MEAE2VKW5Cdg4VT4TwrmSn7mWq1AILGrAQKsD0OWy+o36aIpswpTSSsdxDsVNC281cfD1vYsK53cHt9EaUVbMucnMnw5QeONf26uUKJmCP0peOMz+U4Nr3IcHeSkoGJhRwx93fkCIiIHQeJUCwZZjMF9z0I9ph3zvhsFkeERNxhfDZLrlhiNpNHEJJxB8cRvN++MYaSgZK7te/t6+sXv8tPkeTKjzzA+LydTknFHdKJWHkrIhhjGOyKc6N081/f/k8+/fBz6ErGEODkTJZsoUihWOLLpshN3z/CDXffQbFkOD6TwXHvKeYI6USM3lScTy3mePSRY3zwyH/Sm4rTl04w3J0knXDI5EtcPP4DrgV+52snOWbu5MjkIjFHSMQc4o4wnyuQjsd4Q/4obwTe/8X7yTpphnuSnLutj5hj774nGSfm2P+TI5MLGLP0WGTzJfq77PP2xKkFtvalSMYdJuZzZPMlRKBQMizkilxy+iAvPW9r0+xCxUpUCDNPCss7+qpiJQ+If2lxqB9gWyq5QV3b6rcponOlShOZegp2XhLs3Hp1KkItGUH9ANveOt5BsDYcZL2XTcCRqUX+4IsPt+S7vD+WPck48ZgVFQYolQyGJQfyQFcCY+y+kjEYAyUDYCiWDCO9KbKFEqm4w1B3krNHe1nIFVnMF0knYhhjmMsWGOhKEnOkLIg88eCIsPfYBFOyg0vOGGKoJ0lMhGyhRLZQJJO328V8CWMMmXyRI7FdjGaf5MRMhsVckflcgaHuJNv606SdIkzCloEenjs6BMBIb5J4zKFUsm2ezxXJ5IskDyVIOSUGuhLkC4bDEwvc89Qk+aIhnXA4zzwNwEPTKYjl2Lu1l0TMIVcskSuU2NafBsBM2PjBW+99kjmnj+nF9RHfb3vp2SpWNiVh5kkBet2YgIUaFUCDlHiG+h19fsF6XVL99a+V6LbnK3zv0Cm+9vBxHLEjmEy+iCB0JR0mF/IUiiX60gmKJdvhFW2PiwHijrC1P81CtsDJ2Sx96TgDXQkKJUO+WKJQNBRKJYolgyOCiJCI2RFWOuHQnYzz+Pg8j56YJV80bodM+dzZTJ6zRnroTsaZXMhxZHKRs0Z6OG2wCxE4Np2hJxkjWyiRiDnsGelBgNlMgUKphOP+ZYk5wmBXgu0DaeIxIVVa5OrFCQ5khzl5cJx0wgHs9+17YpJt/SkQYXI+x1y2QMwR3uH08Mj+Qzza/RTpRIxEzCEZc0jGHUaPT/JM4NCpDIXULCVjyv9P6YRDKh4jlXBI50r0A4+dnGbh6WmyhRILuQLz2aLd5or8xOQpcukRvvvDIxRL9o9cvlRiMVckGXeYXsjTlYzx8hnD6PwMX/zBU8xm8sxlCizkihRKhlyxRKFYIl+0vwfvd5Erljg1l2O0L0UiJpSM/R0alo/IiyVDtlBibDbL7//UBZyztc6SBBvMs3YOcO/vvbLp1xURcgX7/zeTybOtL81QT52FL1vJ389Az7n8xbUXBzv/U2fDzBG+/KsvXn0svwjvh9c8ezevefFz/K/zkR62jg7ywp+7ovrx2+6AfT18+X+8zP86dz8IX4T/+q0rYGAnk/M5jk1nMFi7n8sWMAYW8wUEYftAmlTcDlqnFvPl1/3pBJl8EQOk4zEGexIIlL053rPYLFSsRIUw86RgFzQEW+yqGoFLPNdxoecX7TbZE6BNXUvnb3IePTHLZ+86jAC5op1iS8VjLOQKeM94TzJGzBFyxRK9qQTJmP0Dd2zaBpx2JWIs5u3vJe4I8ZiQcBziMSEec5jLFEglHBIxx/7xLJRYzBfL1z9jSzd7t/YBla5uiAncd2Sa7mSMwa4E47NZ5rMFfvjUJAu5IjsHuyiUDKm4w8nZLLfcZzMdHIFk3EGwbSm67mCPvXKEq1Pwl3dn+dJdd/r+/3ij2jfHk/zoqeO8+7EHVp3zcudBbkjCO//lIR4wte2qnznuT8MnvvsY//if36l6zvOTU/zI9PFbN9/n267u+AIvj83y7s/b9ojYjjoZd8qCMBGzv4Oku407DoVSiZOzWRyBfLHEXKZAf1eCXKFEtlAiky/az8QdEo51v7e7WInHHAa711dEnEbXul6/Iaaegp3PDX5+shty89WPBfUOQv0A29y8/a56JNxz3L54qCe5LmIwESBmOAwqVqLC1JMQSwXLooAl8ZCv8ZAUMv6pxh51PSvu9RMBHpJkd23xtMl4w2Wn86bnn4GsiJEwxlAoGRKx2tNzxZJBAMcRMvkiiZhTnm9eeS1g2XcYY0fvAOlm9yZYt7wXJwAwMZ9jPluw3opHvwpfg3e+7uW8cfBZZNx2OAJnjfYSc+fou5MxuhIxHEcwHx7m6uF+rrjqpRhjyi7tXKFE36Fx+E94908+m8nevTxxap6tfSkGuhJlAZAtlCguzsC34KefvZ3LnnkJ3ak4PckY3ck4PakYXckYwx8Vtu08nf94xUuJOTbGIRFzmM8WWMwXOWdrL5l8ifjX7qDroX1877deRm8qTk8yjlPl/17pUMrrs+0O/plkT+1+r+BmusWC9MV1xEp+0Q4I6+GdEzEvd8vFiohcBfwlEAM+Zoz5QKvbEElOPQbDZ9WPMfHwFHath2Rxqn7mA1SsulwjwLbsWQmo6CP2gKwXyXj136M3ZeNHpTDxExwrhZC3bz1EisfKP9zDPUmGvVHbAZutcM4zns053cOBrifJbgZieQZGqnjuxm3H/YILz/FfLTm3AN+CZ53Wy7MuqnFeYZG+vgH6qn2PSyoeg95+KCyyY6ANR/zK+nPqkN0Onx38M4me2v3e4pTddg3Wv069Crb5+SWPum97lntWokJLU5dFJAZ8BHg1cD7wBhGpEuavrGL80aXKtEEoTwPV8KxkpoM/IFDbs+KJoSCelUR35B4QpYmMP2qLBwYUKoC149xc9WOZabsNkm4M/gG2+YWANtxlr6NZbZsTL9jbW7sqCN40ULUyEkFtGOoXhcsthJwGitbAsdWelcuAg8aYxwBE5DPANUC4kPL5U0vus82AKcLk43D+TwX/TCxuMxfmTsD006uPz4/ZSrf18Dr6icdt9dyVTLuxNEHFysxR255Cxrah2jXXSt+O4B6ojSIzY13Km4kTDy9lqQUl2W0rc1az4emnrY3Xc317Njx9uPp1TMnaY6C4K9fOTx2y5089ZacEpMnequ7hYC79jaSQtb+bzcTRe2yG5PBZwT+T6Hb78CeWKnl7eDWEAg0c4zBboz8HW6oiqOAGmD5irzVz1P4taLa9JXuC3VdAWi1WdgKHK94fAS4PexHzb7+CHLy9aY2KCnfNb+WB7zzOtx4dozsZKwfzJWJ2rj/uCI4jDHQlGOhKcG2sj659N8C+G6pe7+D2q/nqNw8wmy1wz5NTnJzN0JuO052Mk80X2T3czVldDu+QGLF//1Xftn3p0XmmTz7Jj47NUijZjIiSMezZ0kM8JozNZnnDjMO54/vhQ+vsTPtfTwQTYhvJvhvg67+/0a1oPZdcF+789CAc+mZtm+nfWb82iuPA1vPh7n+yP7UIktGWHrDbvwndbYXj5z8Jz3zN+n7HWjl2P9zwio1uRevZck6weD8P7w/2h59T+5xq5SVWsu1CuOsf/PvPZwSwGc+Gb/n1+ueuhcvfBq9uXpRH2wXYisj1wPUAp59ePfPl35Kv4dTQBfSm4mTzbs58TxJHYGaxgONmRjjYjALKefIA4kbgF918+xhxB7JFw+R81s1yiJGICYv5ok3DcpxywGPRlMjkbFpoMuFgDOX0rflMgcVCkVyhRK2sLVusyOb+h0nsypoEX/nuNrKuE+rs0R6KJVNOkyyWDEVjsy9ybuDiF+U32OvUUOHAd564kKefeJRkzGFLb5Jn7rCd9WwmT9EYfvjkJHcs5rkz/x72OMdrXmfWdHHrHQXgQRu4mIqTcFMzP/9D+/2puMNthVfy4pitZZEQw/O2CxeecxZ9aVv0KJ2IUyyVyBVL5ftIJxybYpovUigaSiVDKmHTV717zuSL5aDLfNHwAkmz0YmOde34nFfYKZHNhAjsvTLcZ17xXjjrpbWPbw0ofH/u4/Dkd2sfd+LBxMEFP229KF69oPmx4EHvYdh+UfOvGZK6Njy0B37yw61tVDtw2nPCnf+sn7cej1pTh91bgnlqXva79rv9gmzPrJIevZLhM60Y9spaLE5YoR4kOzQMW5/Z1MuJaeH6ACLyfOD3jTGvct+/G8AY8yfVzr/00kvNvn37lu0zxvB/b9vPv959hK5kjJ5knJOzGaYW8hRchdCViBF3hKJXdbAExYoaDD3JGD2pOI4ImYL9xZdKhpG+FKcNdLGQs7UTUu51MnlblEdEiIkwly2QLRTZOdTNYq5AOhFjqNsGEi7kCuwZ6aEnGScZt5UDU3HHFvkxhiOTizaTQ6wXJO4Ig93WE1IsGYa6k8xmCyzmCuwY6KIrGSsXM4q7wYu7h7urZn+AzRRZzBfJF0oUjeHo1CJPTSzNTfalE2zvT9OTsgKh222nH4u5IvcfmbKZFcYws5inUDQM9ybBQHcyxpmjPWTzJbYPpJdlssxnbUXJ7mScJ8bnufvJSU7NZzkyucin7nyq/DtrJvf8n1dWTcUTkbuNMZc2/QvrUM2OFaUR1IaVTqARO261Z+UuYK+InAk8DVwL/EKYC4gIv3PVM/idq55R9bgxpmoWRNDjUSfmCL2pOLheypHeFM/aNbima3YlY1x+1paGPtuTWjKxPSM97KnItvi1l57DobE5xueyjM1mmckUbNGyRIyUKwDnsnbftv40Pcm4W5RskbhjC4Ml4w7dySXh1ZWIucXGFEVRlE6hpWLFGFMQkV8HbsOmLt9ojHmomd9RT4h0slCJGtsH0mwfSIf+nDddpSiKomwOWh6zYoy5Fbi11d+rKIqiKEo0UX+5oiiKoihtjYoVRVEURVHaGhUriqIoiqK0NSpWFEVRFEVpa1SsKIqiKIrS1qhYURRFURSlrVGxoiiKoihKW9PScvthEZEx4Mkah0eAzbLkp95rczjDGLMOC7n442PH+nvtTDaTDcPm+d1ulvuE9b/X0Hbc1mLFDxHZtxFrZGwEeq+did5rZ7KZ7hU2z/1ulvuE9rxXnQZSFEVRFKWtUbGiKIqiKEpbE2Wx8tGNbkAL0XvtTPReO5PNdK+wee53s9wntOG9RjZmRVEURVGUzUGUPSuKoiiKomwCVKwoiqIoitLWRFKsiMhVIrJfRA6KyLs2uj1hEZEbReSkiDxYsW9YRG4XkQPudsjdLyLyYfde7xeRSyo+c517/gERuW4j7qUeIrJbRO4QkYdF5CEReYe7vyPvNyhRt2HYPHasNlwdteFo/V4jb8fGmEj9ADHgEHAWkATuA87f6HaFvIeXAJcAD1bs+zPgXe7rdwF/6r6+GvgKIMAVwJ3u/mHgMXc75L4e2uh7q3KvO4BL3Nd9wKPA+Z16vwH/TyJvw+59bAo7VhtWG+6E32vU7TiKnpXLgIPGmMeMMTngM8A1G9ymUBhjvg1MrNh9DXCT+/om4LUV+z9uLN8HBkVkB/Aq4HZjzIQxZhK4Hbhq3RsfEmPMMWPMD93Xs8AjwE469H4DEnkbhs1jx2rDVVEbjtjvNep2HEWxshM4XPH+iLsv6mwzxhxzXx8Htrmva91v5P4fRGQPcDFwJ5vgfn3opHtZSUf/XtWGy3TSvayk43+vUbTjKIqVjsdYX1tH5ZSLSC/wOeCdxpiZymOdeL9K5/1e1YY3H534e42qHUdRrDwN7K54v8vdF3VOuC423O1JEbkWeB7wdTcI7E7gQuz9Rub/QUQS2Ifjk8aYz7u7V92vu7/WfUXmfgPQSfeykpW/10XXbl8FfFlE7hSRXyNiv1e14VV00r2sRPtiS1vZcRTFyl3AXhE5U0SSwLXALRvcpmZwC+BFVV8HHAX+ErgB+DbWNfcRbGDbBHAbcKWIDLnR21e6+9oKERHsPTxijPlgxaGV9/uFiv1vciPRrwCmXRdlJO43IJ1qw7D89/oxYAD4v8AbgO8Cvwr8FDATld+r2nBVNosNa1/cLna83hG86/GDjVJ+FBuN/rsb3Z4G2v9p4BiQx873vRXYAnwDOADcAcwDP4uNxP6Ie68PAJdWXOctwEH3580rvmPYvfZPuu973fPe1OJ7fRHWrXg/cK/7c/WK+/06MOye39D9Ru0n6jYcwI4PAUXgukZ/r8DrgbtXfOdvAV9o8X2qDVf/f+l0G25WX/x8YK7iJwM8sQH3Gmk71nL7bYiIXAV8CUgbYwo+5/0CNuXsWTWOXwl8HHgW8H5setnr1qHJirKMZtiwiKSwf0heaIx5xN13D/BHxpjPrU/LFWWJZvXFFeclsILgu8aYdze1sR1OFKeBNgMjwHjlwyEi3xWRKRFZFJGXABhjPuX3cBhjvgb8C1Y1Xw38yjq3W1E81mzDxpgs8Fngl9zPXwDswf7xUJRW0JS+uIIPA7PA765PczsXFSvtySlgRETi3g5jzAuMMYPusTC/t49iA8H+yRhzqqmtVJTaNMuGbwJ+wZ1vfyNwsytiFKUVNK0vFpFfAV4K/IIxptTkdnY8Klbak+8BWdZYZElEYlix8nHg10TknCa0TVGC0BQbNrYYVQ54MfALwCfW3jRFCUyz+uIXA+8DrjEr0oWVYMTrn6K0GmPMlIj8AfA37ojyNmyQ17OAnhCXeg82oOotwP8CPi4iLzbGFJvdZkWppIk2DFZs/zWQN8Z8p7ktVZTaNMOORWQ3cDM2ueHRdWtsh6MBtm2MiPwi8A7sNM48dg2GG7BTOjn3+HuMMRdU+exzsYFczzPGHHS9LN8GbjXGvL9lN6FsatZiwxXXOB14AnifMea9699qRVnOGvvi/wbcCCxU7H7Sz+aV1ahYURSlrRGRLmyhqkuMMQc2uj2KorQejVlRFKXdeRtwlwoVRdm8aMyKoihti4g8gS1O9dqNbYmiKBuJTgMpiqIoitLW6DSQoiiKoihtjYoVRVEURVHamraOWRkZGTF79uzZ6GYoHcLdd989bowZbfX3qh0rzUJtWOkEGrHjthYre/bsYd++fRvdDKVDEJEnN+J71Y6VZqE2rHQCjdhx3WkgEUmLyA9E5D4Recit5oeInCkid4rIQRH5rIgk3f0p9/1B9/ieimu9292/X0ReFbaxiqIoiqJsPoLErGSBlxljng08B7hKRK4A/hT4kDHmHGASeKt7/luBSXf/h9zzEJHzgWuBC4CrsOWLY028F0VRFEVROpC6YsVY5ty3CffHAC8D/tXdfxNLdRCucd/jHn+5u6bCNcBnjDFZY8zjwEHgsmbchKIoiqIonUugbCARiYnIvdiS17cDh4ApY0zBPeUIsNN9vRM4DOAenwa2VO6v8hlFURRFUZSqBBIrxpiiMeY5wC6sN+QZ69UgEbleRPaJyL6xsbH1+hpFWVfUjpWoozastBOh6qwYY6aAO4DnA4Mi4mUT7QKedl8/DewGcI8PAKcq91f5TOV3fNQYc6kx5tLR0ZZn6ClKU1A7VqKO2rDSTgTJBhoVkUH3dRfwSuARrGh5nXvadcAX3Ne3uO9xj3/T2Jr+twDXutlCZwJ7gR806T4URVEURelQgtRZ2QHc5GbuOMDNxpgvicjDwGdE5I+Ae4Ab3PNvAD4hIgeBCWwGEMaYh0TkZuBhoAC83RhTbO7tKIqiKIrSadQVK8aY+4GLq+x/jCrZPMaYDPD6Gtd6P/D+8M1UFEVRFGWzomsDKYqiKIrS1qhYURRFURSlrVGxoiiKoihKW6NiRVEURVGUtkbFiqIoiqIobY2KFUVRFEVR2hoVK4qiKIqitDUqVhRFURRFaWtUrCiKoiiK0taoWFEURVEUpa1RsaIoiqIoSlujYkVRFEVRlLZGxYqiKIqiKG2NihVFURRFUdoaFSuKoiiKorQ1KlYURVEURWlrVKwoiqIoitLWqFhRFEVRFKWtUbGiKIqiKEpbo2JFURRFUZS2RsWKoiiKoihtjYoVRVEURVHaGhUriqIoiqK0NSpWFEVRFEVpa1SsKI2RnYPbfhce+9ZGt0RRGsMY+N5H4K6P2deKEkX2fxW++UeQm9/olqwr8Y1ugBJRHrgZvvfX9ueXPgfnvGKjW6Qo4Th1EG57j309NwY//u6NbY+ihMUY+PTP29dP3w1v+AzEUxvbpnVCPStKYzx9t91uvQA+80tw5O6NbY+ihKXShr/1AfjBP2xsexQlLNNH7Hb4LDj0Tfj89R3rJVSxojTG1GHYdRm86QuQ7LEeFkWJElNP2e0vfx32vBi+9Wcd29ErHYpnwz/x/+AlvwMP/7v1GHYgKlaUxpg9Bn3boXcUznwJHLlro1ukKOGYOQrdWyDZDRe8FuZPLnX+ihIFZo/Zbd9pcOHP2tcd2herWFEaY+6EFSsAW86x7shifmPbpChhmDsJvZ4N77VbFStKlJg7Ybd92+xUENKxNqxiRQlPqQSZGUgP2Pf9pwEGZo9vaLMUJRSZ6Qob3mm3M09vXHsUJSyZabtN9UM8Cb1bl+JYOoy6YkVEdovIHSLysIg8JCLvcPcPi8jtInLA3Q65+0VEPiwiB0XkfhG5pOJa17nnHxCR69bvtpR1JTcHGPuAAAzsstuZoxvWJEUJTXYa0q4N9++wWxUrSpTIzkKyD5yYfd+/s2P74SCelQLw28aY84ErgLeLyPnAu4BvGGP2At9w3wO8Gtjr/lwP/C1YcQO8F7gcuAx4rydwlIiRnbFbb1TavcVuF8Y3pj2K0giZmSXBneyBRA/Mn9rYNilKGDIzS4IboGekY/vhumLFGHPMGPND9/Us8AiwE7gGuMk97Sbgte7ra4CPG8v3gUER2QG8CrjdGDNhjJkEbgeuaubNKC0i44kV9yEpi5WJjWmPojRCdkVH3z0Mi2rDSoTITi8JbrB98cLkxrVnHQkVsyIie4CLgTuBbcYYNxSZ48A29/VO4HDFx464+2rtX/kd14vIPhHZNzY2FqZ5SquYP2m33kPSPWy32tGXUTtuc/KZ5Z4VsHasgruM2nAEmBtbLri7OldwBxYrItILfA54pzFmpvKYMcYATSlQYIz5qDHmUmPMpaOjo824pNJM5k/Bl34LuoZg+0V2X7IXnAQsqAvdQ+24jSmV4PP/HUwRznzx0v6uYbXhCtSG25zv/x0c/j6c+WNL+7qHbExhIbtx7VonAokVEUlghconjTGfd3efcKd3cLfucJungd0VH9/l7qu1X4kKxQJ8+lobbf6Gz9jIcwAR6BqExamNbJ2iBOPr74VHboFX/TGc/bKl/V2DkJnaqFYpSnB+dCt89V3wjNfAS9+1tD89aLcd2BcHyQYS4AbgEWPMBysO3QJ4GT3XAV+o2P8mNyvoCmDanS66DbhSRIbcwNor3X1KVDj5EBz5Abzq/XD6FcuPJXsgv7Ax7VKUMOz7R7jgp+H5b1++P9kDObVhJQL88CYY3A0/+7GlTCCwXm6AfOctahhkIcMXAm8EHhCRe9197wE+ANwsIm8FngR+zj12K3A1cBBYAN4MYIyZEJH3AV55vT80xnTm5FqnsugGbm09f/WxZG/Hr/qpdADFPORm1YaVaLM4CUNnQqJr+f5kj912oB3XFSvGmO8AUuPwy6ucb4C3VzkXY8yNwI1hGqg0icw0xFKQSK/tGrCUslxJsqcjHxCljchnoJCx0zWNklmRdl9JsseOSI2xU5uK0mxKJRsX1bvGGKDMNIxsW72/LFY6z0OoFWw3Cx84HT72irVdQ8WKspHc9Br40zPWdg0vJqWWDZcKUMyt7TsUpRZ3/h38+Tkw8djarlNZfbkSbxooN7e267chKlY2EyceWNvnvaCtaiNbFSvKeuMt0LaWTIeyWBlcfazc0asdK+vE49+22+NN6Itr9cPQkTasYmUzsJZl7ws5mHzSvs5Mg8SWOvVKEipWlBYx+UT4z5w6ZJ8DP+9gottuO3BUqrQJ3vTP3En/86oxddgK9UIWCos1PCueDXdeX6xiZTNQ2fk+9h/hxMu9n4QPXwzHH7Sj0vRA9fn8ZI928kpreOjfw63wPX4A/uoS2HdDfe8gdGRHr7QJCdfGDn0zfHrxx14O//arFYJ7cPU5Og2kRJpMRQ2/j18D//jq5fv8mB+3xbNue499uKqpedDUZWX96TvNbv/jj+HDl8Cx+4N9bt6tvvrN98OU6yX0ne9XO1bWidys3e6/FT50Idz3mWCfM8ba8UOfh0e/avdVFSuuGOrAvljFymbAW3jwtX8HL/s/8NT3rIclCIWM3T7+LXjwX2tnYiR77bnFwlpbqyjVKWTg0rfAGz5rO+57Pxn8c2DLkH/99+1rv46+A0elSpuQmYHRZ8CvfgcGdsJ3/yrY50oFMCX7+pbfsNtqgjveBUhHegdVrGwGPC9K7yhc8ib7eu5EsM8WMvYB2LLXvvfzrEBHFiNS2gBj3IUHB+C8q2BgF8weD/bZvCtWtj9rad/K+hSg00DK+pN116PafpEtrBnYhhftttKGq/XFjtOxyQ4qVjYDnmcl1Q/dI7beysTjwT6bX7RBW7svt+9ripXODexS2oD8oh1degsPDuyCyYA2XHA7+rN/fGlfrbgrUBtW1o9MxUrfA7tgYRyys/U/53kHK5eHqNUXJ7o70juoYmUzUClWHMeq+qfvDvbZQgbi6aUo9t7t1c/TtE9lPfE6dK+j3/EsOPFwMHvzPCuDp/ufp9NAynrjeVYAtj/bboP0xZ5nZbBieb2+Wn2xelaUqFKu2uk+JHtfCYfvtCso18MTK15aZ6qv+nk6KlXWk7LgdkeT57wSSnmbVVEPb1Q6fJbdVku9h44OTlTahErPyhkvsFPs+79S/3NebaHKWCu/+MEODBIPsjaQEnUqPSvgznsamxnRs8X/s/mMnd+/9C1wZB9c+LPVz9NRqbKeeILbE8s73Ln7IDVXPLGy4zlwyXVw5kuqn+ellWbVhpV1IjuzZMOpXthyzlIdKz+8qcxEF1z95zD1VO1zkz1LWUcdhIqVzUBmBsRZEhR97poSQYK7CosQT0HPCPzizbXP89JKp4+sra2KUo2sV1vCFdypfjsqDWLDngs90Q0/9eHa58Xi0LMVpg+vra2KUo1CzgrnVEWsSd82mD1W/7PeVGY8BZf9d/9z+3fAsfsab2ebotNAmwFPzXtBhV7cyVwQsZJ10+HqMLTHCqJTBxtupqLUJLPCOyhi5+wDCe4sILajr8eWc2y1W0VpNtkV0/FgbThIZqbnHQzSF3vemkJnrXGlYqXTKZXgsW/B8NlL+7rdqZ+Fifqfzy8GW6k5noTBM1SsKOvDY3dALGlrU3h0b7G1U+pRWLRxV0FWUt5yttqwsj4cusNuV/bFQfphT6wE6Yu3nGMLeU4FmF6KECpWOp0ffQnG98MLfn1pXzwFyNID4IcXYBuELedoR680n5mjcO+n4OJfgq6hpf2JriX3uB/5TLBOHqwNz59cKmmuKM2gVILvfBBGn7k8/TjRDcWsPe6HN5UZpC/eco7djh9orK1tioqVTsYY+M//Z7Mgzn/t0n4R+5B4D4AfocXKobUtnKgoK/neR6BUhBe+Y/n+RHewzJ2wNgw6FaQ0l0e/Cicfhhf/li0f4eEVJyzU6Yu9bKBAYsX13HTYwFHFSidz6Jtw7F540f8AJ7b8WKIrmFgJMyodOcf+8Zg5GrqpilKVhQnYdyNc9HobF1VJUBsOI1ZG3ErNHdbRKxuIMfCff26nyS/4meXHvJIQ9ey4MhuoHl1Dtvhnh9mwipVO5kdftgGJz7p29bHAnpXFYEFdUDEq7ayHRNlAHrvDCuDLrl99LKgN5xeDdfKggeJK85kfs4XfnvdWm3FWiWeX9TyE5WygkF7uDkLFSieTnbUBXPHk6mOJdEAXejZYFgWoWFGaj1e5tn/H6mPrYcPxlK10qzasNAvPhr3yDpV44qOuZ6URsaIxK0pUyM3XrtYZxIVuTLhRad9p1gvTYYpe2UC8ishejaBKQsVdBbRh0EBxpbl4hTJr2TDUF92hxcrZNiXaS/nvAFSsdDK5ueoPCNiyzfNj/p8v5gAT/AFxHE39VJqLJ1YSVew4PWBX+a5XcTZo+r2HBoorzcRPcHuLEc6P+18jv2hT952Af7I9L/dE5wwcVax0Mrn52mLltOfAiQeXosyrESZdzkPFitJMcnPW/lbO9YMtnw9w9B7/a4QJsAXb0efmghXrUpR6lMVKFS/39osAqb+YYSPeQegoL7eKlU7GT6zsusx6To7dX/vznpAJMyrt3xWsqqiiBMHXhi+12yN3+V8jrFjpdwvPBSmDrij18JsGSvfD1vOD2XCYfnig82xYxUonk59fmhNdSbmj/0Htz3vpcmEUfSxhV8NVlGaQW6htw93DdgRZr6P3FuMMSswNSC8Wgn9GUWrhrYBcywZ3XWpt2K8wXD4TPEgcKmy4c/piFSudTCFbW433bYeB0/07ei9dLoyijyU66gFRNph6XpFdz7M27Bdf4pXbD4o35aSiW2kG5VL5tcTK82zFZL/p8zAlJACchN2WOkdwq1jpZOp19LufB4d9xErYCHRwHxJjK44qylopZOuLlfkxmHyi8WusxOvoVXQrzeD/Z+/O4xw56wP/f75VuvruuW/PjC+MjbGxB9sEAvw4bOMcdhJCgAQcjnV+G3Jtdjchm2zIQkgg2YTABvjBBicmEI5wBCcxcQZjwuljbHwbe8Zjj2fGc/T0femoquf3x1NSa7oltUqt1lHzfb9mXiWVSupH6kdPf+v7HFVqR6tkRnZcYbc1s9w1TjwrKS4CGqM6rMFKnC23vsT2F8PUkeorzjYSrBTPSmP0JVFt5C2T/t7+Yrs9sq/6MVFnAzmaWVFNtFw7uu48OyuoZpY7YnZQxNbjGNVhDVbiypg6UujFiL5KQ1+IsMRzUamhj0/6UbXRcnV444V2WnO1ht4v2CvQRhp3VQy4tQ6rJihOVHArLM4Jdjrytj21A+6og8TBZghj1A5rsBJXpQtf1Tgr3XwxuOnq6cd6XmOxUl9pfCJ61UbLZVbcBGy7rEYdXiYFX0kM+/tVGxUDDZHqx2x/sb3QYXG120qvEeWkEcLxg/GpwxqsxFU9XTiJlL0WyvihKq/R4GwgiNWXRLVRPeNN1p8HE89WfqywzODGSlwNuFUT1XO5h/XngQlg8mjlx6POBoIzrxtIRG4WkZMi8kjZvrUisldE9ofbNeF+EZGPiMgBEXlIRC4re86N4fH7ReTG1Xk7qqTerEgyE65UW0Ejs4G0v18103KZFbDBtFelDnsNLGzoaMCtmqieLpxiMO1XWaQz6mwgiN3MzHoyK38HXLto37uBO4wx5wF3hPcBXgecF/6/Cfg42OAGeA9wJXAF8J5igKNWSb2DYxOZhWOXvEYDDb2rMylUE9WTWUmkq9fhqFerBZ26rJqrnsxK8fFqK4oXIi4KB2femBVjzLeBsUW7rwduCW/fAtxQtv/TxroLGBaRLcA1wF5jzJgxZhzYy9IASDVTKbOyTAV3UzXOSut8jXLa36+aqa7MStoGFpUW1fJWkB3UgFs1Qz2ZFXeZYCXq9Huw05djVIcbHbOyyRhTXMf3OLApvL0NOFx23JFwX7X9S4jITSKyT0T2jYwsc6E9VV29AwtrZVYamg0Uzu8/w4MVrcdNUm9mBSqn0Evfg0YW1IpPQ98IrcNNUldmJbNwbMXXiDh1GcLVxOPTDq94gK0xxgBNuzypMeaTxpg9xpg9GzZsaNbLnnlKWZFlGulEusYXpJEUunYDgdbjpqnnmiilhr5C0F0KuBuow2f4woZah5uknsxKqRuoQh0OfDuuMOpsICdelz5pNFg5EXbvEG5PhvuPAjvKjtse7qu2X62WZmRWvKxNT9aacreYnpWqZgkC20jX3dBXyqw00pWp3UCqierKDtYIuBtZQgLs2KsYDRJvNFi5FSjO6LkR+FrZ/reGs4KuAibD7qLbgatFZE04sPbqcJ9aLfU20olMcwd16dRl1Sx+nY10zYZ+BYPENeBWzVDvuCuoEnA30JUJscusJJY7QEQ+B7wSWC8iR7Czej4AfFFE3gEcAt4QHn4bcB1wAJgD3gZgjBkTkfcBxWUm32uMWTxoVzVT3ZmVVO3ZQJG/IDqTQjVJvd2QxZVBKzX0jayz4ugKtqqJooy7alZXJth6HKPs4LLBijHmTVUeenWFYw3wriqvczNwc6TSqcZFmbpcbZ2VegaGLebqbCDVJPWmv2sNTmxoBVsNuFUTRcmsVGqLGxk7COEA2/iMu9IVbOOq7oa+1hoV8w0M6tL+ftUkUQJuaF4KvXgROK3DqhlWPGalwWDlTFvBVnWpqJmVamtUNHLxLNDMilq5KAE3NDmFHq9pn6qNCvPL1+Fa66w00pUJZ+QKtqobRW3oq61RETn1qJkV1SRNyaw0MBsIYrdGhWqjejIrjhMu0FkrsxL12kDxGmCrwUpc1T04scZZqe8tjEGpl05dVs1Sd8BdHGBbaY2KAiALixXWK2arf6o2qmfMCti2uFLAXWxLnahtsRurQeIarMRV5BR6pS+JF72R1wW1VLNEzqxUCla8hXFUUcTsrFS1SeDbelTPmKlq4weLGb6o9Thm2UENVuKq3gXdaqXQjR/9C6IDbFWz1L1WUI2ZFEEDdRjC/v74NPSqTaIs6JbIVL5OW3E8YeS2OF4BtwYrcVXvha+Wzaw0GKzE6Eui2iTKKszlx5drNFiJ2UwK1SZRZvIsm1lpIMsdo4Bbg5W4qrefdLmGXhrsBtLMilqpqJmVqgF3A81czFLoqk0iZ1aa2A0Us4Bbg5W4alpmJerARJ26rJqk3sxKrUHiDY9Z0XVWVBNEyqykqrfD0EBbHK86rMFKXNWdWVnmap+RB3UVu4E0WFErVPcA2xoBdyPjrkDXWVHN0ZTMSjhZoaEBtvGZ6KDBSlzVnVlp8kwKR7uBVJPU29A7rq13xQXgyjWaWXHjdVaq2qQZY1ZMMVhpILOi3UCq43l1XjG5ZjeQv4Kpy/H5kqg2ibJUfrVrXDUy7gpiN5NCtUmkzErPMt1ADWRWYhRwa7ASV3VnVsI/BFUzKw1E8xCrUeiqTbwcIPUtTJjM1MisNBCsxGwmhWqTps4GanDqsjHRntehNFiJK6+O61HAQvalUkPfSH+/iD2T1bNStVKFedvIL7dWEIRnpc2euqzBilqhKJd7SPYsXAeoXLEeNjozMybjVjRYiat2jVkBnfapmsPL1X89lFpnpbrOimqXKNf1qVqHGxxgW8woxqQt1mAlrpqyzorXeH+/ptDVSkW5kGYyU+WstIFxVxC7/n7VJpG6gWpkB2EFy0jEox5rsBJXTcmsNLpUuZ6VqiaIlFmpsaBWI8GKdgOpZoiSWUk2eVG4mC3QqcFKXNV9pc8kiNPcs1JHz0pVE0TJrFQLVhpdZ0UzK6oZooxZKc5oWzzGZCUr2JY/v8tpsBJX9WZWRGqkH7W/X7VRlMxKsqe566zoonCqGSKNWamS5W60G0gzK6or1JtZgWUGJzbS35+IzQh01UaRMivp6msFNTTuSruBVBNEGbOSLC4jsageNzobSDMrquNlp2w6MTNU3/GVpswFAWAaPyuNSTSv2mhutP46nOix0/UXW0nArXVYrdTcGCR761srqHhyuThDaHzbVR/1gpwxu06bBitxNPaU3a49p77jK2VWGl3iGcKpy9rQqxUwBsYOwroodbjaKsyNdgNpHVYrNPoUrD27/rWCoEI30AouGQGxCbo1WImj0TBYWXdufcdXGrPS6KAu0KnLauVmTkB+pv6Au9ljVnQFW9UMoweiBdxQuS1udAkJiE3QrcFKHI0dtNu1u+s7PpFe2tA32k8KNhsTky+IapNSwL2C7CCscOqy1mG1Ar4HE4eiBdxQoUt+BTPaQDMrqoONHoDB7QuVfznJChfQWklmRad9qpUaixqshNnBxddB0eX2VbtMHLJ1qO46XG020AoC7uLzY6CBb7HqeKNP1f8FAfslyU6cvq8Y3dczMGwxnfapVmr0KXBTMLSjvuOL17jycqdfbdybb6wOa8C9rPHZPN976lTFx4yB+YKPHxi8wLCmN8lwTwpHYGQmx7bhHvrSCXqSLtvW9JBwBKlnXEdEeS/ge0+dYnQmz+R8gSPjcxwes1lkERAWhpMIYveV3Q//MZBJAIIfBLhhWVOuQzphz/cDYzAGAgMGe3v7qe/yTuCTjwqP/OiHeEFAynXoTScYzCytk9umT/AW4NZ9T3Hi2S2kEg7GGF5yZIQdgctnvv0UXmDwfEN/OkF/OoFvDH5gMGGQboBM0mVDf5qB56bZA3zr8WPkp47Tn0kwkE6S9wNmcx7HJ7MM9yZJJ12em5hnQ38aA8zlPfJeUPHzNIDnG7wgoOAbcp6P5xsEcBz7+TnhZ3Pl2Wu5aGudA+TroMFKHI09BRf9TP3HJzJLMyvHHrDbTRdF//k6k0Kt1OgBWLOr/jPK8rPSYrAyP2G7RC95c/Sf7yQB0/jCiGeAp0dn+bV/+GHTXk8EepMuF28fwnUER4SEIyRdh1TCIRVuk67DXN4n4QiOA7lCYCOKkB8YZnM+09kCh0bnOD61kKlIJRzOXt+HiJT+wIMNropBBtg/ysYYTHhnYr6AEz5nOucxmEmS83zyXhAGPYIjICKlIOgt8jgAXziYZiYxGj4nYGQ6h1/hSsjPN6d4SxL++f6n2RusK+3/19T93Ge28Ce3/SjS53mlHOQLafjEt57gB0Hr/9S/82W7NVhRNcyNwfx4/f2kEF5XZdGYlWfvsmnErS+KXgYnCfm56M87g+x7Zozv7D/FXN5jfK7A5sEM6/pTFPyAvBeQ9w15LyBb8JnNeQTGnpHO5jwu2T6M68DBkVnO3dRvG22R8Cxx4exm57peMkkXP1hoGAu+PWPyfLvPDwwJ1z6n4Bnm8h5js3lSCYfnJm0jn3CEwBgKnmHLcAZjIO8HrOtLkXQdTs3kODmVoy+doC/t0ptKcNbaXkRgLu/jOpByXVIJeyaaSjjkvYBTMznW96fpSblkCz7zeZ/AGAYySS47sZ/CwFmYuQKZlMP4bIFswefw+Bw9SZdDo3McnZhn63APE3N5tj81ybXAP969n0LPJpKusHnku/w48PXJs/Afeg4nPGUencmxti/NpsE0U9kCPckEJ6ezjEzn6E0l2DSYZvDwFC8GPv3d/cwECbKFgFzBJ1vweW4yy8GRGbYO99CTdMl6AQPpBHN5j8n5AkM9STJJl0zSJelK+IfQnn1j7FZE2DiQJucFjM3mCYwhk7Sf0ebBDDe9/Gwyyc4Okp6/eZC9/+XlVR+3798h5/mcmMphjGEu7zOb98gkXLwg4NRMnrHZPH5gyBZ8nh2bY3QmT8EP8AObNSj4Afnwe1Hw7Rn92GyelOsw1JskV/AZyCQXMiICfakEgz1JLt0xzA0v2sbztwww3JNiIJPAcVaWwTHh729Z/7oXHhrkjnf/XH2zgUaehI/+Hh//hQvJXnANuYKPFGZZ85HD5H/st3nk5deQcGwAN531mM17uI7gipS+9znPZk1mcx6Jo0m4Hf73zzyf8a0vYzrrMZPzSLhCXypR+l5OZwtsGsowOV8g4QheYNjQX32NrqTrkHCFpBMGkQmnLLNktzM577RgsBk0WImbqDOBoPJS5YfvgS2X1D/uZcnrnYj+vDPIfYfG+fAd++lNubhh47NYynVIuraRG+5N4QeG41NZ7n92nHTCIVsI+OYTJ0tnfEFz2waGepIkXdt4zed90gmHqQrlBHDCPxCzeW/F5RACHk8f5PMj5/In7/33up7zeneCa5Pwkdsf5rA5CcBvJ/6Nl7gO//X7Cea+Hy0D8A53ghcn4X/f9iBT9AOQTjhkki6T8wV2rutlKuvx7Ngcg5kkR8IgKlvwyfsBuULAfCFMkYfBI9ilMhwR5vM+p2ZsgFc8S08n3FLwun1NDz972fZIZW61npTLeZsG6jp257q+VS5N69TdXTUWdsfXe3w4GygR5ErdPDz1fTAB6d0vIZ1e+HO9pi/Fmr7UMq+3EYBt/cK2bc3LcFTicvp77Ek1P9DWYCVupp+z26Ft9T9ncbDi5eG5+2HPOxorQ2bILkynqnr7y3bzzh8/Gzc8y5vJeRS8oJTmTrqV+/CLZysiQhCYJWeJJjyzmSv4HByZsWdejtj+dxb6ozcOZnBFSn3P9ufavub1/WnyfkA64SwpQ/FMF2z6vRAE9KcTJF0H17FB09hsnlMz9mz51EyOrcMZ/IBS2jzvBczkPPoz9nnZgk/BD1jTmyKVcBg/dZzMVwq89LJLeFffOSQchw0DaWZzHrvW95FJukzM5Tl3Yz+9qQRr+1IMHMjClz/Brb+yh9ya88l7ARu++jEovIB/+tmrw8/Gpvqn5j16Uy4np7Ol1PymwQwb+tMcGJnGGDj/2Em4/TN85zcuJ7V+N+mEs+Iz8kq/y0q/44ePTHLx9tX946JaYOpYtLGDyQrrrBy+BxDY/uLoP7+4oGIuHm1xy4MVEbkW+DDgAn9jjPlAq8sQa/MTdtuzpv7nJHtO77Y5/pD9wuy4orEyZAYhO9nYc88QSff0iXj96QTUcXWE8j9ulf54FtPB/ekEL9w+3HD5MlXGadjgxz5WqZtCRFjXn2ZdjTTystJ20OZF5+zkoksuqO85qV4A1iQLMJSx00ZP/BBe9IucX/Xsf2lAcPnOtfbGnB0zMOTMwyqcJUL1M3QNVGIiOxG9HYbT2+LDd8PGC+tfyblc8TkxOXFs6dRlEXGBjwKvAy4E3iQiF7ayDLFXnNWTGa7/Ob3r7KyJ/Ky9/+xddrvjysbKkB600XxQeUS5UjUVA+6odRjsmC2AE49AYbbxOpwZtFsNulWj5sehZ7j+41P9dgbc3Ki9H/hw5F44q9F2OAzSY1KHW73OyhXAAWPMQWNMHvg8cH2Ly1AfLwfTxyuvitnJ5sftwNhUhD7ivg12OxtOQzx8NwyfBYNbGitDZggwkJ+u/HgQwMxJmHqusddX9fE9mB21daKbFMsb5ay0b73dzo7Y7eF77LbhYGWZs1JjbDnHDi5d20U1jzE2eJ3usjFwhXmbnY5Sh0VsW1xsh0d+ZE/6Gq3DbhKSfbW7gfJztg4vXoiuA7W6G2gbcLjs/hEg+m/iH94IB77RrDJVYE5fJ8RpYJ2GdgkKsP780qAuP7AzPObyPuNzeZLh2gCZpFvazjprGAb4yIvsBbOCAlz88/blAsOzY3MExrCmN0VfOkEq4XByOsvjx6bZOJAm6TqMzuRIJ10GMwmGg17WAvzZ2UCFVLfxwYRZFydR+ZiV+O/7ozUS7fC9D8Md71vdn1G+Amu31WHEBsz16rODCfnau+DW37Df34GtMFznOi2LFbM6X/jFyqs4m2Dh+lniNLbScy1vuAUu+InmvmazHdkHN1+7uj+jvK1Yjc95tRS/e2vPjva8vg3wwGfhoS8svO9Gu+PBZnZ+8FG4+xMVHlzlv3NX/gpc8/6mvVzHDbAVkZuAmwDOOqtyY/X0hlfhs4MgnBc/kEmScgUnnMblOHbOezrhkmh0UFyq16bl5kZtOi6iQ6NznJzJMZ/3ODGVoyfp0JtKEBiYL3gUPFMqvwj0lE0xLZ/+5Qd2lkdf2iXh2EWC0kmHgmfXAEi44PngBQHG2DEFe6cv5973/jtzeZ9clcV9yqUp8E73DfRKMboWvnLfFRzc969LThqL02TzfvXXHaKPX3Z/jjVpw4aBNFuHe7ho62BpnIY4rv3jUpjFZKcIAoNnDJ4fEBg7syRbCOhJ2THmBhibyZPz/NJ0SNcRMkmHXDhg066LYActbpQU7f7TvGw93nY5/Nivr24h3JQN2ubH7VW4u8nmi6Nl9tL98NP/B8aeXti366WN//w1u+DaD9gMYDW962ywPbMKZ/1Rlh5YJcvW4f5Nq1+HHdcGjn4OcjOr+7OarWcYLvipaM+5+n3w1J0L94e2RQ94yl335zaorCbdbz/fqaPNzxA2mhGqQpo9F7rmDxN5CfBHxphrwvu/B2CM+dNKx+/Zs8fs27f0g/7lv72Hbz0xUtfP/KlLtrJlyI70P3/zAC89Zx0Jd3V6v46Mz7HvmXH+9eFj7H3MNmADmQSbBjNMhYsKuY7Qk3LZOJAuLXzkB4bR2TyO2GAgnXApBAEDmSSbB9MYA8cms+Q8n6TrcODkDMO9Sdb3p8kW7B/w3lQCLwgYncmze30fQz1JelMuPSnXbpMu/ZkEjgi5QkDW8+224JNM2BkZQZU5p5uG7MyR41NZCmFA0RsOrty+toe8F+AFdlVFsEHW6EyegyMzPHR0koMjszhiV3fsSbqs7UvZabEJh6dHZqpOh23Ug394NUO9S8MVEbnPGLOnqT+sDtXqsVJRaR1WcdBIPW51ZuVe4DwR2Q0cBd4IRF5e8n3Xv4D5gh+uXWA4PDZvp0WGC2n54WJD+54Z4/5D44zM5E5bPrg/nWAm53HZWcO85Jx1rOlNsXt9H1uHexjqSbIh7NrIFnwm5go8NzlPXypB3gt44sQ0U/MF5gs+Dx+ZJOEKozN5Tk5nefrUbOkP8q+/6lz+8yvPoTfVccmrlrvv0Dh3/ugkjsBU1mN0Ns9cziPr+aVgMpN0SSdd0q6DFxjueXqUXev7GO5JMj5XoCfl8mPnrGNq3uPUTA6DXaVycr7AWWt7GexJ2qyaQG+6S1LFSiml6tLSv6TGGE9Efg24HTt1+WZjzKNRX2fH2t7T7p+7sfbCRMYYJucL/PtjJ3huYp6JuQJfuf8I+0/M8OCRydNW+CxKJ5y6ulC2r+lh82CG520e4Ccu3sJ1L9zCORv6l0xNPZNdvnMNl++MNobkzVdGGK+glFIq1lp+2m+MuQ24rZU/U0QY7k3xhj0Lg+3+6KcvKpaHY5NZHj82Rc4LODmV5YkTMwxm7HLNuYLP+ZsHcEQo+AG71vWxK1yNsT+TKC3qpZRSSqnVccb3UYgIW4d72DrcwLLySimllFp12lehlFJKqY6mwYpSSimlOpoGK0oppZTqaBqsKKWUUqqjabCilFJKqY6mwYpSSimlOlpLl9uPSkRGgENVHl4PnGphcVot7u8PWv8edxpjNrTw5wE167H+jrvfmV6HQX/H3a4d7y9yPe7oYKUWEdnXjmtktErc3x+cGe+xljPh/cf9Pcb9/dUj7p+Bvr/OoN1ASimllOpoGqwopZRSqqN1c7DyyXYXYJXF/f3BmfEeazkT3n/c32Pc31894v4Z6PvrAF07ZkUppZRSZ4ZuzqwopZRS6gygwYpSSimlOlpXBisicq2IPCEiB0Tk3e0uT71E5GYROSkij5TtWysie0Vkf7hdE+4XEflI+B4fEpHLyp5zY3j8fhG5sR3vpRIR2SEid4rIYyLyqIj8Zrg/Nu+xWbQOd+bvV+tw/bQOd+bvN7Z12BjTVf8BF3gKOBtIAQ8CF7a7XHWW/eXAZcAjZfv+DHh3ePvdwAfD29cBXwcEuAq4O9y/FjgYbteEt9e0+72FZdsCXBbeHgCeBC6M03ts0uekdbhDf79ah7UOd/vvN651uBszK1cAB4wxB40xeeDzwPVtLlNdjDHfBsYW7b4euCW8fQtwQ9n+TxvrLmBYRLYA1wB7jTFjxphxYC9w7aoXvg7GmGPGmPvD29PA48A2YvQem0TrcIf+frUO103rcIf+fuNah7sxWNkGHC67fyTc1602GWOOhbePA5vC29XeZ1e8fxHZBbwIuJuYvscViNv7i+XvV+twTXF7f7H8/capDndjsBJbxubeun4uuYj0A18GfssYM1X+WFzeo6osLr9frcNnrrj8fuNWh7sxWDkK7Ci7vz3c161OhCk3wu3JcP8rgNeVHbcdeCnwTjr4/YtIEvsF+awx5ivh7mrvsdrvMm6/48Xi9v60Di/QOtydav1+vyoirwnvF9/nOcC7yp7fUe8/jnW4G4OVe4HzRGS3iKSANwK3trlMK3ErUBxlfSPwtfD2HPDacKT2VcBk+H8CuFpE1oSjua8Gbm9tkSsTEQE+BTxujPnLsoeqvcdbgbeWv8cwTXk7Hfoem0TrcIf+frUO1+1MqcO3An0Ai36/jwBrOvH3G9s63K6RvSv5jx29/CR2NPrvt7s8Ecr9OeAYUMD2/70DWAfcAewHvgGsDY99BluZngIeBvYAvwx8F3g7cCD8/7YqP+vHsJf93hHevwQYBy5Yxff3Mmxq8SHggfD/dTXeowAfLX+PZa+17Hvs5v9ah+uqwx8F/mLRvluB/6J1uP3/z5A6LMAU8Fz57zesx0/W8/sFfgeYKftfAP5O63C0/7rcfocSkWeAdxpjvlG275fDfS8L738MwBjzq1Ve4/3AS4CfAO4BPmGM+evVLblS1krrsIhcAfwTsN0YE4jIeuBZYLcx5sSqvwGlaE5bXPa8HdjBru8wxnx9tcocRxqsdKjwC7Ie8Mp2p4D7i1+QOl4jCdwVPu8o8Dqjv3DVIk2qw48Dv2GM2SsivwZcZ4y5rumFVaqKZtTj8HV6sFnFLxpjPtjUQp4BunHMypnkBmPMcPE/UDNqX8wYUwD+DngBNp2ugYpqtRXVYex6EL8U3v4l4O+bWTil6rTSegx2HMkTGqg0JtHuAqjVIyLbgPcAfwv8hYi82BiTa3OxlIriM8AjInIJ8Hxst5BSXUXs5QjOB3683WXpVppZialwRPjfYaP5d2AHlL2vnWVSKipjzBHszJO/B75sjJlvc5GUikREXgf8BvAzWn8bp8FKFxOR/09E/r8qD/8GsBH4n2H3z9uAt4mIRvaqYyxTh4tuAS5Gu4BUh1qmHv8CsAF4XERmwv/L1Xm1iA6wVUp1NBF5ObY7aKeOu1LqzKSZFaVUxwpntP0m8DcaqCh15tJgRSnVkUTk+djVbrcAf9XWwiil2kq7gZRSSinV0TSzopRSSqmOpsGKUkoppTpaRy8Kt379erNr1652F0PFxH333XfKGLOh1T9X67FqFq3DKg4aqccdHazs2rWLffv2tbsYKiZE5FA7fq7WY9UsWodVHDRSj5ftBhKRjIjcIyIPisijIvK/wv27ReRuETkgIl8QkVS4Px3ePxA+vqvstX4v3P+EiFwTtbBKKaWUOvPUM2YlB7zKGHMJcClwrYhcBXwQ+JAx5lxgHLukO+F2PNz/ofA4RORC4I3ARcC1wMdExG3ie1FKKaVUDC0brBhrJrybDP8b4FXAl8L9twA3hLevD+8TPv7q8Do11wOfN8bkjDFPAweAK5rxJpRSSikVX3XNBhIRV0QeAE4Ce4GngAljjBcecgTYFt7eBhwGCB+fBNaV76/wHKWUUkqpiuoKVowxvjHmUmA7NhtywWoVSERuEpF9IrJvZGRktX6MUqtK67HqdlqHVSeJtM6KMWYCuBN4CTAsIsXZRNuBo+Hto8AOgPDxIWC0fH+F55T/jE8aY/YYY/Zs2NDyGXpKNYXWY9XttA6rTlLPbKANIjIc3u4BXgs8jg1aXh8ediPwtfD2reF9wse/GV6A7FbgjeFsod3AecA9TXofSimllIqpetZZ2QLcEs7ccYAvGmP+RUQeAz4vIn8M/BD4VHj8p4C/F5EDwBh2BhDGmEdF5IvAY4AHvMsY4zf37SillFIqbpYNVowxDwEvqrD/IBVm8xhjssDPV3mt9wPvj15MpZRSSp2p9NpASimllOpoGqwopZRSqqNpsKKUUkqpjqbBilJKKaU6mgYrSimllOpoGqwopZRSqqNpsKKUUkqpjqbBilJKKaU6mgYrSimllOpoGqwopZRSqqNpsKKUUkqpjqbBilJKKaU6mgYrSimllOpoGqwopZRSqqNpsKKUUkqpjqbBilJKKaU6mgYrSimllOpoGqwopZRSqqNpsKKUUkqpjqbBilJKKaU6mgYrSimllOpoGqwopZRSqqNpsKKUUkqpjqbBilJKKaU6mgYrSimllOpoGqwopZRSqqNpsKKimT4Be98DfqHdJVGqMb4Hd/4JjB9qd0mUatwPPwMHv9XuUrSMBisqmi++Bb73V/DdD7W7JEo15kf/Av/xQfjwC9tdEqUaMzsKX3sXfPp6KGTbXZqW0GBF1c8vwOG77e073w/GtLc8SjXikS8t3B5/pm3FUKphD//jwu17PtG+crSQBiuqfvv3nn5/brQ95VCqUbOn4ImvL9x/7oG2FUWphhgDP/z7hftnSHemBiuqfj/8e+jfBJe82d4/tb+95VEqqgc/D4EH137Q3h/VOqy6zLEH4cQj8NLftPfHDra3PC2ybLAiIjtE5E4ReUxEHhWR3wz3rxWRvSKyP9yuCfeLiHxERA6IyEMiclnZa90YHr9fRG5cvbelmm5uDJ68HS55I7zid+y+7/yF7Tc9daC9ZVOqXg99Abbtgav+XxjcBo/+E3zt1+DJf293yZSqz0NfADcNL/sv8MJfgGMPwL/8F/j+/2l3yVZVPZkVD/ivxpgLgauAd4nIhcC7gTuMMecBd4T3AV4HnBf+vwn4ONjgBngPcCVwBfCeYoCjusDR+8H4cO5rYfgsGDoLnv42/PCzcN/ftrt0Si0vN2PPSM97rb2/62Vw8jGbbbnzj9tbNqXq9exdsOMK6FkDO18K8xPwwD/A3j+E7GS7S7dqlg1WjDHHjDH3h7engceBbcD1wC3hYbcAN4S3rwc+bay7gGER2QJcA+w1xowZY8aBvcC1zXwzahVNPmu3a88Gx4XffBD+4ARs32PTkkp1uuljYAJbhwF+5hPwP0/BS94Fxx7SAeOqO0weWajDl98IfzgKv/AZW7dPPNresq2iSGNWRGQX8CLgbmCTMeZY+NBxYFN4extwuOxpR8J91fYv/hk3icg+Edk3MjISpXhqNWWn7DYzZLeOAyKQ6gfvzJg6F4XW4w60uA6L2MA73Q8YXTtoEa3DHSo3tVCHwdbhVL+9HeO2uO5gRUT6gS8Dv2WMmSp/zBhjgKaclhhjPmmM2WOM2bNhw4ZmvKRqhuwkiAupvtP3J9Lg59tTpg6m9bgDZSfstryhB9v/D+DnWlqcTqd1uAN5ORuQLK7DiVT4eHzb4rqCFRFJYgOVzxpjvhLuPhF27xBuT4b7jwI7yp6+PdxXbb/qBrkpyAzas9FybjLWXxAVI8X+/PTg6fvdsKHXzIrqdIuzg0WlOhzftrie2UACfAp43Bjzl2UP3QoUZ/TcCHytbP9bw1lBVwGTYXfR7cDVIrImHFh7dbhPdYPs1NIvCNiz0hh/QVSM5Ko09KWzUs2sqA5XrQ6XsoPxbYsTdRzzUuAtwMMi8kC4738AHwC+KCLvAA4Bbwgfuw24DjgAzAFvAzDGjInI+4B7w+Pea4wZa8abUC2Qn4HUwNL9birWXxAVI7kZu033n76/dFaqwYrqcLlpu00trsNJu41xwL1ssGKM+S4gVR5+dYXjDfCuKq91M3BzlAKqDuFlIZlZuj+RivUXRMVIcfBhYlE9Lp2VajeQ6nDFtjaRPn1/Iv6ZFV3BVtXHyy006uW0G0h1i2JDX8ykFGk3kOoWywbc8W2LNVhR9fGyS6N5sOnHGH9BVIx4WdvILxkkHv/BiSomSpmVxcFK2A0U4zqswYqqj5df+gUBG8DoGanqBn6+SnZQgxXVJUqZlcXZwbBex7gt1mBF1adqZiVll+EP/NaXSakoatVhiHVDr2KiGFAvPnF0NLOilOXnKjf0TjhGO/BaWx6loqqWHSym0LUOq05Xyqwsaosdxy7aGeM6rMGKqo+nwYrqcl52afocyuqwZgdVhysGK5W6M51ErNthDVZUfYqDExfTYEV1Cy9XpQ67dqt1WHW6alOXIQxW4htwa7Ci6lOYXyZYie+XRMVEYU4DbtXdCnN2m+xZ+pirmRV1pvNyduBWZnDpY3pWqrpFfqZKHdZgRXWJ3IztAqqaWYlvHdZgRS2vuMTz4gvAgTb0qnvkpiFd4ZIRmh1U3aJaHQYNVlTMPP4v8IGzYH6i/ucUL561+HoUoMGKar2p5+D9W+Dp70R7XtVgRbODqsWMgY+9BL7959Gel5teem2rIg1WVKx84ZcgOwmn9tf/nFJmpdZZaXy/JKrD3P9p23f/0BeiPS83rdlB1RmOPQgnH4Nv/nG059XMrLixzg5qsHImmRkBjL09faz+59UVrMT3S6I6zOP/bLepvvqfEwR1dANpsKJa5IF/sNuhHdGeVy3gBs2sqBh5+B8Xbh/8Vv3PGz9kt4Nblz6mKXTVSsceghOP2NtR6vDkYcDAwOalj2mwolrJyy+0xZOHw5PIOk0cgoEtlR/TYEXFxoP/AFsuhXXnwfxY/c878QgkemDt2Usf04ZetdKDn7PL4194A8xFqMPHH7bbTRcvfUyzg6qV9v+7bX8vfoO9Pz9e3/Pmxmxws/kFlR/XYEXFwqn9tsG+9M12jn5+rv7nHn8YNl20kEUppw29aqWHvwTnXwuD2xbWnKjHiUcAgU0XLn2sWK+N1mHVAo98Cfo2wvN/0t6vtx6feNRuN1cIuEHHrKiYmDpqt5teYPv66/2CGGODlVrRPMT6S6I6hO/B7EnbWKd6bR02pr7nHn8Y1p1beZyLZgdVK009BxsvWBh7Um9bXCs7CJpZUTFRCK8pkcxAsrf+L8jkEchO1I7mIdZfEtUhvHm7TWRsdtAE9V8pua6AW+uwaoHCvO1WLwbOdWdWHrEZmYFNlR/XYEXFQqmh77FnpfV2AxUHM25+YeXHtaFXrVIKuHsgGaGhz07agYlVA27NDqoW8rILJ41Qf1t8/KHqdRg0WFEd7uEvwR8NLT+ivDyzksiAH+GMFIGNFfr6QYMVtXJTz9k6XJySXE15ZqW43HjxKrS1lPr6qwTcEjaDWofVSvzpWXDrry9/XCFrTxqL16mqJzvo5WHkierZQdALGaoO94OP2m0xA1JNeWbFTUdInz9kZwHVWjURtKFXjXvuh3Z7zydrH1eeWSkFK3XU41Jff5WGXiT2Z6VqlRXmITdpFyxcjjcfnjSm7P16ThxPPWmvz1Yt4IZwgG1867AGK3Ex/nTtx0/LrEQJVh5ZPpqHWEf0apVNHqnvuIqZlXqClYegd33lNVaKNFhRKzF2sP5jC1nbBVTKrNSRHVwu4IbY12ENVrpdIWzATx2ofVx5ZqXeYCU7ZYOgmv2kOsBWrVDx0g/LXa+qPOB2w2ClnrPS44/YOixS/ZiYp9DVKiu/fEl2qvax3rwNVNwws+Lll3/9E4/Y56w7t/oxGqyojhX4CxH98YdqH1vIAmIDlUS6vkb+5GN2W22qHGg3kFq50bChP7W/dhB9WsBdZ3+/78HJx2tnByH2KXS1ykbLgpXiGKlKfM/Ws2RPxMzKQ7Dx+eAmqh8T84Bbg5VuNvqUDToyw/DsXQvX8KmkGM2L2LNSP2+vl1JLMfW43Ah00IZeNcb34OSPbB325uGZ71Y/9rSuzOJZ6TLByuh++x2p1dcPsT8rVavsxKP2qvTiwoG91Y8r78osZlb8ZTIrxixkB2uJecCtwUq3Mgb+7d32LPPaP4WgAE/dWf34QtZG87DQ37/cl2T0gP0CVromUJGOWVEr8f0Pw8xxuPYDtgHf/+/Vjy029Kf19y8XrITdo+vPr32cBiuqUYd+AI/+E1zyJjjrKniyRh0uHyTuODZgWS6zMj9ul+df/7zax8W8Dmuw0q32fQqeugOufh9c/POQHoL9t1c/3ptfGqws9yXx8/Y5Nfv6dcyKatCxh+DOP4WLfgYueSPsfjk8eXv1VWmLDf1pZ6XLdQOFAXlxTYtqYt7Qq1WSm4Gv/gqs2Qmv+SM472o48XD1QePlmRUIZ2Yuc9LoF+y22H5XE/M6rMFKt7r7E7DjKnjxO8FNwrmvgv17q3ftFLILX5B6MyuBt5A5qUa7gVSj9t1s6+RP/KUNiM+72g7oHq0yWLyUWYnQ31/M+FW6rlW5mF9XRa2SJ//NLjj4k39ll3c4/xq7v1qGsDyzAuFkh+XqcNi21tMWx7gOa7DSrWZP2UGDxazH+dfCzAk49kDl4wtlmRW3zsxK4GuwolbP3CkY2g69a+39YkP/5L9VPr5QdlaaqHMmRfGstK6GXuuwimj2lN0Wx0RtuACGz6reFVRccbn8xHG57GBQbx3WMSuq0wSBvV5PZnhh37mvtduDVcatFAfYQtlZaR0N/bJnpBqsqAbNT0DP8ML94bNgw/Orj70qNJJZiXJWqnVYRZSdsNvMkN0WM4QHv1U5y12sr8myYGW5cVel7OCZXYeXDVZE5GYROSkij5TtWysie0Vkf7hdE+4XEfmIiBwQkYdE5LKy59wYHr9fRG5cnbdzhshP24u4lTf0fetsv/zcWOXnnDbAtnhWWkdDX080D7FOP6pVsjjgBptpma9Sh71w+r2bKltnpY6uTDjjG3q1SuYn7NWTy6cUD223J4eV2tdC2fR7qG818VIdruPEMcZ1uJ7Myt8B1y7a927gDmPMecAd4X2A1wHnhf9vAj4ONrgB3gNcCVwBvKcY4KgGFBfPWtzQJzLVA5BKmZVl0486ZkWtovnJ0wNusGechSp1uNiVKVL/IPG6z0p1zIpqQKWAuxiIVKqbDWVWdMwK1BGsGGO+DSw+1bkeuCW8fQtwQ9n+TxvrLmBYRLYA1wB7jTFjxphxYC9LAyBVr/yM3aYHTt9fK1gpZBe+IG6da1QEPjjJ2sdosKIalZ+OVoe9CoPE623oay2mBbE/K1WrJFepDtcIpBdnVqIMsHWXa4t1zEolm4wxx8Lbx4FN4e1twOGy446E+6rtV40oNtDFL0VRrbNSb77sC1LnGhWBp2NW1Orx8guBc9GyAXdYh52EvVpyU89KtQ6riPz8Qrd6UbGOFgOTcqXMSlmwol2ZdVnxAFtjjAGqLIwQnYjcJCL7RGTfyMhIs142XoqVe0lD31NfZqWpY1Z0UbhKtB7Xwc9VCLhr1OHyrsziSsw6wHbVaB2ug5dbGD9VVOtksHyQONjnVgpqytU9/T7edbjRYOVE2L1DuD0Z7j8K7Cg7bnu4r9r+JYwxnzTG7DHG7NmwYUODxYu5apmVWinF8szK4Ha7Xe5KoXUFKw4gsf6SNELr8TKCwNaZJQ19usaYlezpC2MNbauvDsMZ39/fCK3DdaiUWSkFKzUyK8VjBrfatYVqXfokyvR7Eyx/GZUu1WiwcitQnNFzI/C1sv1vDWcFXQVMht1FtwNXi8iacGDt1eE+1YhSZqXCWWnNhj78ggxsstNED99d++fUE6xA7CN6tQqKg7uXNPQ9tpGvtIpteWYFYMeVtg5XW/EWFuqlLNPUxby/X62SSpmVYjtbqS1enFnZcSVkJ+HUk9V/Rt0Bd5h5MfEMuuuZuvw54AfA80TkiIi8A/gA8FoR2Q+8JrwPcBtwEDgA/F/gVwGMMWPA+4B7w//vDfepRnjVGvoqmZUgCFPuZWelO66Ew/cs39Avl3oEDVZUdMU6XCmzApX78RdnVnZcAXOjtbMrxYC71iUjQOuwaoyfr5DhrrEGUPn0e7DtMNQ+cYySHSw/PmaWPW02xrypykOvrnCsAd5V5XVuBm6OVDpVmV+toe8B7+TS4xdPlwP7JXn4H2HysM2yVBJ4y49AB02hq+iKwUitwYmL/wh489C7fuF+qaG/B9adU/nnaHZQrSYvV3mQOFSfDVR+vbV150DPWluHL6+y/FhpzMqZPTNTV7DtRl61hr7KTIpSP+mis1KwX5Jq6m7oNYWuIqqaWanV0GdPD7jXP89ewLPmWWkdl4wADbhVY6oNEofqs4HKuzJFFrozq4myKFz58TGjwUo3qppZqTJ1udRPWvYl2XgRJPua2NDH8wuiVknVGW21UujzpwfcjgM7XqwBt2ofL780+1xrDaDFXZlgTxxH98PsaOWfEbkbKJ5BtwYr3aiUWakQrNSbWXETsP3y5SP6usesFJY/TqmiauOuag5OXJRZAXtWevIxO0ixEr9Qf8Dtax1WEfmVpi4XV7CtlFlZNEgcFrozj9xb+WdEuZAhxLYea7DSjUqZlToX1Cpe6bNSQ3/8EcjPVv45kfr74xnNq1VSKzsI1fv7E4vOSre/GDBwZF/ln1N3HU5qZkVF51UaYFsrszK/NLOy9UW2jh6pkiGMciFDiG091mClG9VcwbZCNF+okFkB2H6FneZ29L7KP6feht7VbiAVUbVxV8t1Ay0OuLddbqclV+sK0jErajX5FQbY1hqzUqiQWUn1wuaLa9ThesesJE8/PmY0WOlGpUWCFveV9tjgw19UWb0KY1YA1p5tt9PHq/wcb/kR6KApdBVdtcxKtYY+8MNpoosC7swg9G2E6WNUVHdXpqtdmSqa4sKGi08a3RQg1bvkF2dWwLbFteow1HFtIM2sqE7j52wQ4Sz69ZXSj4sa+mqZlcQyFzTUdVbUaqk67qpKCr3S9PvSc1LVr69Sd3ZQu4FURNW640VqdMlXyKxAeOmIGnUY6h+zEtN6rMFKN6rUTwoLEfvihr54xrg4Mi9+yVba0DtJTaGraKqOu6oyOLGYuVt8fHHfiuuwBtwqomrd8VD9orKBV6UOJ2vU4TrHrLjaDaQ6TaV+Ulj40lRKocPSLEnTghVNoauIal3fqvzxIhNe70QqZPrcdO3sYL0LGy7uPlWqlmrT76F6ZiXwl2bEIbz6cpU6XOr2r3OdlZh2yWuw0o28CgsRQdlZ6aIvSfFaEYsbene5biBdZ0WtkmoNfa0xK1C5wa55VqpdmWqV1MqsVAtWjF8l4E41oRtI11lRncbPV47mk1VmUhTPShc32qXrsFSJxOtt6LW/X0VVNbOyTB2udI2fRFq7gVTrVbugLIQXla0wG8gElS+quVxXJujU5XYXQDWgamalyoJaxUuGL/6SlNKGTUihxzSaV6ukWkNfNVipkh2E5c9K6w1WjF/7wp5Klau2sCGEF5Wt0K4GfpXsYMp2pRfb6sXPAb02ULsLoBrg5ytH88s29It+3SL2dSpF9MbYL0+9Y1Zi2k+qVknVK4dXC7hrdQPVOiutsyvTjXdDr1ZBten3EF5UNkI3UPF7UGnsX+RrA8WzLdZgpRt5ucrRfLLamJUq3UAQngFUClaKz9HVP9UqqDZmxXHCAbOLUuimSnaw+Bq1soP1jlkpHq9UPWrNUKu2QKcxVepwjVVvA88GOJW6QE97jeJsoHhmuTVY6UZVMyvLzAaq+CWpMjix3mgetL9fRVervz+RqTAbqEY3UCK1zLirOgPu4vFK1aNmN1CFOgzVZwOVZmZWyazUm+EuHh9DGqx0o2qZlUSVdVZq9vdXmTJX76Au0CvWqui8nK1blRruSmelxbEk1bqBqs1o8wv1r8JcPF6petTsBspUvpChCWp3A1Vri+sddwWxrcMarHSjSlf6hOor2C477bNWP6mu/qlWQbXsIFQenFgzO5iukVmpd/p98aw0nil0tQqqXd8KqmdWjF+9KxOqZ7k1O6jBSlfyC8uMWam2oFaVxYiqpSuh/rPSmH5B1Cqplh2EcHDi4szKcl2ZKxyzEvPVP9UqqJVZqTZmpdZsIKg8fjDwFgaA16LrrKiO41XLrBRnUlQbnFitG6gJY1Z09U8VRbXsIFReqryRQeIQPYUe05kUahVUu74V1JgNVK0bqLjm1Uq6gYrZwXjWYQ1WupFf5dpApanLVVLoFQd2LTfAVsesqFXg5WtkViqs/tnIIHFoIFjReqzqVO36VhAG0NWCldXqBop3HdZgpRt5Va4N5CZsha067bPaWWmFaL50PQqduqxWQa3MSqVgpZFB4hDtkhHF45WqR80LGfbYNnFxxrmhbqAqz1nyGvHuytRgpRv5VVawBdvQL0mhL3dWusIBtsleyM/o6p+qftWuHA5hHa4ScFdr6E1QOdAICvU19MXxXrmp5Y9VCpa5kGGVyQ6NZFb8OhfnLGbWc9PLH9uFNFjpRl6VawNB7RR6xYa+2tTlGs9ZbPgsKMzB7Knlj1UKql85HOyYlSVdmbUGide4IGe9l4wYPstuJ55d/lilYJkLGdZYRqLaRAdYWTdQZgjSQ7Gtw3V8Aqrj1MqsJCsM7Ko5wLbKdVWiZFbW7LLbiUPQv2H545Wqdn0raGA2UPkaFb2nP1ZvQz+8027HDy1/rGopYwz3PzvB6EyOkZkcjz43RcIRkq7DUE+Sl567judtHqQ/3eI/ZzUvZFhlskPVbqAwoK4WcNdTh0Vgzc7Y1mENVrqN79ngo+YaFdWClUoLcFX4wwALwUo9Z6Vrig39M7B9z/LHK+XnF9LWi1UaR1WrG6jYhVPIQs+ix+ods5IZhJ61tg6rtpvJedx3aJyHDk/w7f0j3PvMeOmx/nSChCsUvIDZvM9f7rX7d6/v4xdevIOLtw2xcSDNORv6cZxllqhfiVoLG1ab7FBtNlAyDLIrDcqttw6DbYtP/qi+Y7uMBivdpjQCvUoQkeiJdhG4apcyj5JZKZ2VPr38sUqBbcQzQ5UfS9aowxUD7rChL8wtfazedVbAZgg1WKnb6EyOb+8fAeD4ZI5nx2Z5xfkbyHkB2YJPtmC3jghJV+hNJxifzZP3Anxj8APDTM4j7wW4jlDwDSemsvQkXe46OMrorM1cnL2hj//8ynO47gVb6M8kOGttL24YhIxM53jg8ASPH5viu/tP8YGvL/yhdgR6ki6phMOmwQzr+9OkEw7ppEPKdUgnXNJJh+HeFCnXvl7CdTAG/CDAcQRXhJmcR8p1WD+QZjbnMZf3mc17/PjBo7yYJL/7+R9S8A1zeY+d6/oYmc5x0dRRfhX41Lce42RvgUzSZS5X4Pcx3P7YSb527D7m8/Yz6ksnSM89x0eBf/zBExw48jhp1yGddMl5AT91fIJ0Ps9ff+lBMklblwNjyCRcCn5A0nVIJux7euXMMBePH+Jz3z/IYG+aoZ4kjkj4H0QEPzAkXLudztp2XgQm5wokws8h5wUIMJv3yXk+Qz1JhnqSTGe90u/IN4YgMHiB3RYCgwBDPUmGe5NcuGWIi7dX+Y43QIOVblOrn7S4v+JsIKl8Iaxkb5VGPsKYlVQv9G+KbfpRrQK/1rirSnW4xmygUmalStBd91npLjj2QH3HKg6NzfFfvvDgafs+d8/hup8vAknXYSCdKP3h2zrcgxcYnr9lkJtefjaXnjXMYKZ6dnfDQJrXXriJ1164iV9/1bkcGp3j+FSWZ07N8uzYHDkvYHK+wLOjc8wXfCbm8+QKATkvIOf55LyAibno65KkEw67ExO8EJcfHp4g6dog+p6nx9g4mCGVta95+wPPcI9n6+xACn7fgWcncjyZn6En6eIIjMzk2JGx34UDz43wt88+Q94LSj/rqvQsA47h20+eIuv5CDboyBZ85vI+PUkXLwgo+IZRN8GLknn++tbvcYK1kd/XSriOIIAX2IkW73jZbg1WzmjFwCLVV/nxSpmSaoO6qh0PCwsL1dvQD+/Us9IIDo7MsP/kDAlHePS5KRyBHWt7yRUCEFjTm2JiLs/+kzNcuGUQg+Hj33qKl567nuGeFHnfxwsMxkDeC8j7gd2G/wu+3Tc1X2C4N8WmwTR96QSOiD2TSzgkHGGwZ+kfgt6Uy9hsvjS5qyfl0pN0ySQdelMJMkmXibk88wWfrcM9FENgGwsLIpQaVLvHPuY6wu71faQTLm5+9rQ6PJf3eOy5KURgy5yw1c/z0LOnmMlDXzrB+vE5tgFzniHIefi+wTcGLwjw5hy2ArOz0yQ8H7d4JukIxi9gcE+bSRAEhtHZPCemsswXfIyBZ0ZneYnZyPbxZ/nSvc8wMR/gBYaR6RwGQ9K1n1fCEbJeQMp1cBxhfDZfOsvPJF16Uy7Hp7IIsK4vhYj9PByxDbnjCJsGM3h+wFS2QK4QUAgMGHtm6geGpCu88cVnsWPtovE3HebCLYN867+9ErDdNgdOznDuxn4yYV2xW5e8FxAYw3zeRwQ2DWbs76jJXTQiwq71fexa38dVZ6+r+3meH1Ccx5j3AhwRXEcIwuyP6wh5P2A259GbStCbcm1w8k//DAeH+Y/f/n+WvujTLtwCX3z7JWR3vAzXEZLGgz+G//Tyc/lPL3/F6ccX5uH98Huv2cnvvex1GGPIFgJSCQf30x+HwOeut796yY8xxpS+Z0Fg8J5MwOf/ln976w4OD15KwTcYYzDh44GxWZmCH4TfZYf5vE9f2n6vjbF1PZVwMEB/KkHO9xmdsfV8IJPADdsQ17Hfs4Sz8Ls0xjCX95mYL5Bymzt/R4OVbpOftdtqwUp6cOlo8Frz9FN99izXX7Skc5RuILBnpc/eVd+xin979Dh/9m9PRH7ekydmSrdF7BleynVIJVxSrpBKOKX/SdchWwg4Mj7Hj45PMT5bIDCmdObTTvelx7lzcpwPH/gmSdfh4Mhs6bF3uKf4n0n4pY99kylsPX+F8yC3pOCXPnUv95vJ017rCnmCL6bhP33q23w/GANgMJMgkxDuwfB//uMZ7njie0zM5Tk1nSPrBfgVPoM3uh4fSHr81Ze/xVHsQHHbXeBQCOxzCr4hnXDI+wHGwEAmgTH2j7UjUP6yItFm8yfD1Hxg4ILNgx0frGSSLrvWL7RDL9hW5Sy6ShK4UyTK/qgmq/yBzSTdpRme/EyNdnigdEyx64ZCja7MRAYQyNuTURGhJ1V2FeUq7bCUZcsdR0itPweANfljrNn+yspliyzJxoEq48sqlKcvnaBvFQY7a7DSbXLhH6tUf+XH0wNL14owfuX0OZSl0OfAHVzY79UY6V7Jml3wyJfsmgD1DMo9w71hzw5ecf4GPN9mB3qSiVJf+lS2gDE2EMkkXfK+/UPZk3TZNJg57UwmiuJZWBAY5gs+ec+mw087BsP4bIHNQ/bs1wsC5vI+BT8gW7DZgIIfMJBJ4oeP2dcGE/4MY1+o9HrGJg6YzXscHpvDCwyD38+xad06Xrx+LbN5j6vOXsdLz1nPQCbBxgPPwD3wsdefRzC4nbm8z/CRSbgL3vrSc3jd4PPD8QTgug6bph34Hrzp0vW8dMPzODI+T94L6HUK8AhsGB5kqCdJf9rlqt3rWD+QYtNgho0DNtsk2HEJm0cLcOff8JnXb2bDxa/BFRv8uWWfdc7zSSfsGajt+7d/ePJeQNIVcl5gMzDhfmNM6bMpnqkfm8xyYirL+ZsG6E8nSLqCMZR+p9PZQutntqjoFmUHT1MMVsrXPKnVtS5SvUvey0FvlZ+z2PAOQGKZ5W75N0JErgU+DLjA3xhjPtDqMnS1/HLBSv/SRYGMqd0NBDYNmSkLVnLh2WvxS7ecNTvt2JjJw7D27PqecwZb359mfX9rTzmLZ2GOUzz7qXzclqHTp9TUn1CvU+DDd3P8+EW7+fFXXrr08fwWuAdetiMNm8Kp8Mk1cBfccNkO2Lqofo1k4XvwUxcOwwvOXdg/fQIegTe9/CLe9OIrli/X2CVwJ+x2RqBKsJBO2D80IlIajAiQStjvV+ksOlTsBgJwEZKunbWye33fouMWbg/UGKOhOkh+1ra3lVQKVmotIQHVu+RzUwvLQywnkYbBrXYZiZhp6aJwIuICHwVeB1wIvElELmxlGbrest1AAwsBTVGtbqDiTIrFz8mG2ZnyAKaW4pcphhG9arJSwF2jK7P8OFhmNlAYXOVnT99fzDCm66zDQ9vtHxKtw6oeuZnaGW5YFKzUqMMQrgQ+u3R/dqr+k0aI7ay2Vq9gewVwwBhz0BiTBz4PXN/iMnQvY2DqqL1d60vi52EkHA8x8iQ8dUf1PwyD2+x2ctEo/uKXrO7Myi67rfQlCfzKS/qrM9PUc3a7XAr9+MN25dr5CXjwc+FzKtT7/s32D8DE4jocMVhxkzZgqVSHjVk6nVqdufKzkJ2oXocTGTvO5NSTtt4EPtzzf+1j1Z4ztG1pOwy2La73pBFqBytdXIdb3Q20DSj/bRwBroz8Krf+Bhz6frPK1D1y0zBz3F44sK9Kcn7jRYDAR6+wS4jPnLRfjp/5ROXj14Vp86/8yumBydyofZ1qQdFiA1tsue54H/zgYwv7gwJMHrV/TIpLmq+2/3RH9TU8OsV9fwff/+t2l6L1gsJCQ1oMlBcbPssGGP/62/CtD9jn5Kbh1e+BdecsPT6RsrPR7v4EPPrVhf3FlHqkhn4nPHEb/J+yxQ1NANPH7XiCNTttPV9t1/05nFNhlkknOfYQfOnt7S5FGxg7icHPw+DPVj5EBDZfbIPsx//F1sGpo3DRz8LFr6/8nHXnwINfOL3ugZ3Gn47Qng3vhOlji17HwPy4bdcHtlYPmJrpkjfCy/9b016u40ZxichNwE0AZ51V+Y/beHorMnQBYKedpZMu6YRTmnJmgEI4XQ7svG9HQBACTGlaZXHrOpBwnNJ0TwE83zCV9ch7PoXAcGwiS97zccLpWgPpBK4reL6hN2UXF7ILA/kkwmlveS+gN+Wyti9dul+c1hm+V8COQBex5Uy5TmmBokJgcMJBjtm8T6EvyYmtl/D08I/x3S8eYC6cCugUxyKIILKW5z3/y7xw8k7OzT+B2XwVP9j+dh5/sJdj374bY+DkdJbh3hSDmSSC4Q1r38zm4AQZx76PtOvg9J/PI952vvr5BxCB+bzPA4cnFkaol//OsNNuf3Lo7VzqHmT3+r6FaWuOCxf8JMyOtC67Uq1PuIWWrcd9G2xjdqYRgcveCue8GrZeWvmYwS3w24/BE1+HA3fYfVfcBNsvr/66r/hd2P/vS/enXw1bqvycSl7y6wtZnHLnXW27pSql6VdDlABrlSxbh1N9Z2YdBnjedXDOq2DXy6of845vwDPfhsf/2WYHn3edDVQqrXcFcPnbbebDnD7ona0vggt/uv6yveDnYOyppe1tZtCubdSqa7gNbm3qy4lp4ZVyReQlwB8ZY64J7/8egDHmTysdv2fPHrNv374l+3/5b+/hW0+MVPwZmaRDzgsiXwDYdaTidMainet6+bFz1mOMXfXvgcMTJF276uLJ6SwF39gB3Y7DUG+SgXSC5ybnyRaCqq+5EluGMmxf04NdosFOdzRAruDzzOgsjkhppgbYAZ3b1vSEi/YE9CRdZnI+szkPzw+YyXlMZZdeWnzjQJreMEBxHOEFW4con4higOOTWWbzHp5v+NFx2300kE6wfW0vP3bOOs7b2I/r2PIUZ6EUfLueQd4PODw2x1BPkqmsx/hsnrm8XSUyk3QZyCRKazSkEy4JV0qrSBan4AbGkA1fey7vs+8PXlNxkKKI3GeMafn1AKrVY6Wi0jqs4qCRetzqzMq9wHkishs4CrwReHPUF/n1V53Hm684i8DAg0cmGO5Jkk44ZL2Ak1M5+jMJ1vYmGZ8rsHEwTX86weGxOQZ7kvSnE4zN5ulPJxCBibkCY7N5kq7Dmr4Uwz3JUpbjwi2D7FjTS8IVelPuaXPay9mlhu1CUeXHFKc3/uj4NPMFn+dtHgizLmUBhjEcGZ8nk3RIOA7Pjs3hhotPpZMufmAYyCSYztrFvbYN28GE6YRTtTxFB05OMzFX4PlbBuua954t+JycyjE2l2c+73PWut7Sz6vXfYfG+NYTI0xnPb5y/xE+9d2piseVr0HhCAz3psiEU3W3DGcYyCQZmc4xMp2jL52gJ+UyNe+RdO1MlvX96YU1EcJltXvCRbmcZT4XpZRS3aWlwYoxxhORXwNux05dvtkY82jU17l855rS7WtfsLl5BWyQ4wjpCrNtitMbqy6WFBruXVh2fNf65vUlnrsxwghy7LTLs9b1cta6xhejunznWi7faZd5/t1rL2A2b6/94YWZp3X9KVKuQ8J1CAJDzgvIJJcPvJRSSp25Wj5mxRhzG3Bbq3+uar2elFtxjEuR40jNx5VSSilo/dRlpZRSSqlINFhRSimlVEfTYEUppZRSHU2DFaWUUkp1NA1WlFJKKdXRNFhRSimlVEfTYEUppZRSHa2ly+1HJSIjwKEqD68HWnSRg5aJ43uCznlfO40xG1r9Q2vU4075XJotju+rU95Tp9Vh6JzPppn0Pa2uyPW4o4OVWkRkXzuukbGa4vieIL7va6Xi+rnE8X3F8T01Sxw/G31PnUe7gZRSSinV0TRYUUoppVRH6+Zg5ZPtLsAqiON7gvi+r5WK6+cSx/cVx/fULHH8bPQ9dZiuHbOilFJKqTNDN2dWlFJKKXUG0GBFKaWUUh2tK4MVEblWRJ4QkQMi8u52l6cWEblZRE6KyCNl+9aKyF4R2R9u14T7RUQ+Er6vh0TksrLn3Bgev19EbmzHeykryw4RuVNEHhORR0XkN8P9Xf2+WknrsNbhbtdNdRi0Hof7u+J9VWSM6ar/gAs8BZwNpIAHgQvbXa4a5X05cBnwSNm+PwPeHd5+N/DB8PZ1wNcBAa4C7g73rwUOhts14e01bXxPW4DLwtsDwJPAhd3+vlr4+Wkd1jrc1f+7rQ6HZdZ63CXvq9L/bsysXAEcMMYcNMbkgc8D17e5TFUZY74NjC3afT1wS3j7FuCGsv2fNtZdwLCIbAGuAfYaY8aMMePAXuDaVS98FcaYY8aY+8Pb08DjwDa6/H21kNZhrcPdrqvqMGg9Dm93xfuqpBuDlW3A4bL7R8J93WSTMeZYePs4sCm8Xe29dex7FpFdwIuAu4nR+1plcXjfsfldax1uSFzed2x+33Gvx90YrMSKsTm4rpw/LiL9wJeB3zLGTJU/1s3vS0XTzb9rrcOqqJt/32dCPe7GYOUosKPs/vZwXzc5EabeCLcnw/3V3tvvYvsXF+9vGxFJYr8cnzXGfCXcHfV9xeF32Yg4vG+tw1qH4/C+tR53ST3uxmDlXuA8EdktIingjcCtbS5TVLcCxdHWNwJfK9v/1nDE9lXAZJjKmwcuF5E14ajuq4HbW13oIhER4FPA48aYvyx7KOr7uh24ulPeVwtpHdY63O3iUIdB63H31ON2j/Bt5D92RPOT2NHov9/u8ixT1s8Bx4ACth/wHcA64A5gP/ANYG14rAAfDd/Xw8CecP8zwJ8DB8L/b6vx824D/qLs/ueBm5v8nl6GTSs+BDwQ/r8u6vsKH3t7Pe8rbv+1Dlf+XQObgTlgXdm+y4ARIKl1uHP+d1MdbnU9Do+dAGbC/7NhfdvV5Pd0xtRjXW6/C4jIM8A7jTHfEJGzsBXzhcaYZyscuzl8/I3YaW3vAy4xdqS4Um0RsQ7fBvyzMebj4f0PAQljzK+3ssxKLRalHi963p9gA4tXG2MKq1/S+Em0uwAqmvBLMVzj8eMi8p+x09V6gBs0UFGdZLk6jK27vwF8XERc4E3AT7egaErVrY56DICI/ALwZuDFGqg0rhvHrKjl/TN20aYnjDHfbXdhlIroa8CFIrIbeC22X/2eNpdJqchE5EXAXwM/Y4wZaXd5upkGK/H0fuziQFtE5E3tLoxSURhjssAXgV8C3gL8fXtLpFR0IrIR+CfgXcaYH7a5OF1Pu4FiRkReDrwNuAS7FPZXReTbxpiOmoam1DI+Hf7fCPyPNpdFqUhEJAF8CfiMMeaL7S5PHGhmpcuIyFkiMhMO7lr82CC2gf81Y8xRY8x3sNPa/jac4qZU29Wqw0XGmO8BAXC/MeZQ60qnVH2WqcfbgR8Hfis8Zma5Oq9q09lASqmOJCLfBP7BGPM37S6LUqq9NFhRSnUcEXkx9mJqO3Q2m1JKu4GUUh1FRG7BLmT1WxqoKKVAMytKKaWU6nCaWVFKKaVUR9NgRSmllFIdraPXWVm/fr3ZtWtXu4uhYuK+++47ZYzZ0Oqfq/VYNYvWYRUHjdTjjg5Wdu3axb59+9pdDBUTItKW9Tq0Hqtm0Tqs4qCRerxsN5CIZETkHhF5UEQeFZH/Fe7fLSJ3i8gBEfmCiKTC/enw/oHw8V1lr/V74f4nROSaqIVVSiml1JmnnjErOeBVxphLgEuBa0XkKuCDwIeMMecC48A7wuPfAYyH+z8UHoeIXAi8EbgIuBb4WHhFVaWUUkqpqpYNVow1E95Nhv8N8CrstQ/AXtL9hvD29eF9wsdfHS71fj3weWNMzhjzNHAAuKIZb0IppZRS8VXXbCARcUXkAeAkdlXJp4AJY4wXHnIE2Bbe3gYcBggfnwTWle+v8ByllFJKqYrqClaMMb4x5lLsxZmuAC5YrQKJyE0isk9E9o2MjKzWj1FqVWk9Vt1O67DqJJHWWTHGTAB3Ai8BhsPLYIMNYo6Gt48CO6B0mewhYLR8f4XnlP+MTxpj9hhj9mzY0PIZeko1hdZj1e20DqtOUs9soA0iMhze7gFeCzyODVpeHx52I/C18Pat4X3Cx79p7Jr+twJvDGcL7QbOA+5p0vtQSimlVEzVs87KFuCWcOaOA3zRGPMvIvIY8HkR+WPgh8CnwuM/Bfy9iBwAxrAzgDDGPCoiXwQeAzzgXcYYv7lvRymllFJxs2ywYox5CHhRhf0HqTCbxxiTBX6+ymu9H3h/9GIqpZRS6kyl1wZSSimlVEfTYEUppZRSHU2DFaWUUkp1NA1WlFJKKdXRNFhRSimlVEfTYEUppZRSHU2DFaWUUkp1NA1WlFJKKdXRNFhRSimlVEfTYEUppZRSHU2DFaWUUkp1NA1WlFJKKdXRNFhRSimlVEfTYEUppZRSHU2DFaWUUkp1NA1WlFJKKdXRNFhRSimlVEfTYEUppZRSHU2DFaWUUkp1NA1WziReDvJz7S6FUo0zBuYn2l0KpVZmfsLWZVU3DVbOFMbAp2+AD+6Cz/8iPPJlCPx2l0qpaO58P3xwJ3zqGrj7Exq4qO5z4A7bDv/1HvjmH8PYwXaXqCtosHKmmD0Fz34f3CQc2Qdfejs88pV2l0qpaB77mt3mpuHrvwPfeE97y6NUVD/6F8BA/yb4zl/AZ9/Q7hJ1BQ1WzhTzY3b7Ux+G33oYnAScfKy9ZVIqqrkx2PN2+NXvw86XwsnH210ipaKZG4P158PbboOX/3cYewoK2XaXquNpsHKmmB+32541kEjB2rPh1JPtLZNSURhj63HPGnt//fkw8oT2/avusrgOm0C7guqgwcqZojxYAfslObW/feVRKqrcNBj/9DqcnYC50bYWS6lIFgcroCeOddBg5UyxOFhZd66N5nWQreoWSwLu8+x29EB7yqNUI+YnTm+HQetwHTRYOVMsbuiHtkNQgJmT7SuTUlEsqcM77HbySHvKo1QjyjMrqV7oXad1uA4arJwp5sdBHEgP2vvFhn7qaPvKpFQUS4KVbXarDb3qFn4B8tPQs3Zh39B2bYfroMHKmWJuDDLD4IS/8lJDf7htRVIqkuKMtmKwkh6AzJAGK6p7lALu4YV9g9u1DtdBg5UzRXnqEWw0DzCpEb3qEoszK2AzhHpWqrpFxTqswUo9NFg5UywOVjLDkOzTL4nqHpUa+sFtmh1U3aNisLINclOQnWxPmbrEssGKiOwQkTtF5DEReVREfjPcv1ZE9orI/nC7JtwvIvIRETkgIg+JyGVlr3VjePx+Eblx9d6WWmJ+HHrL+klFwr5SDVZUl5ifsAF2Ir2wb2i7ZgdV96iWWQGtx8uoJ7PiAf/VGHMhcBXwLhG5EHg3cIcx5jzgjvA+wOuA88L/NwEfBxvcAO8BrgSuAN5TDHBUCyzOrID9kkzoWanqEhXr8DY7liU/254yKRVFMVgpP3HUWW11WTZYMcYcM8bcH96eBh4HtgHXA7eEh90C3BDevh74tLHuAoZFZAtwDbDXGDNmjBkH9gLXNvPNqBrmJ2zXT7mNz7fLlRfm21EipaKZHz99YCLAxgvt9rkftrw4SkVWDFbK2+L15wECz93fjhJ1jUhjVkRkF/Ai4G5gkzHmWPjQcWBTeHsbUH66fiTcV23/4p9xk4jsE5F9IyMjUYqnainM2jn95Xa/HPwcHL67PWWKMa3Hq6AwB8lFdXjnj9kp+Qf/oz1lijGtw6sgP2e3qb6FfT1rYMslWoeXUXewIiL9wJeB3zLGTJU/ZowxQFMu0GGM+aQxZo8xZs+GDRua8ZLK9yDwINFz+v6dP2YvaKhfkqbTerwKCvOQzJy+LzME2y6Hp7UON5vW4VXgzYO44CZP33/2K+HIvdqdWUNdwYqIJLGBymeNMV8Jd58Iu3cIt8WlUI8CO8qevj3cV22/Wm1e2M2TXBSspAdg2x5t6FV3KMwvDbgBdr8CjuyD7NTSx5TqJIXs0nYY4OxX2BXFD/2g9WXqEvXMBhLgU8Djxpi/LHvoVqA4o+dG4Gtl+98azgq6CpgMu4tuB64WkTXhwNqrw31qtRUvP17tS/LcD+2YFqU6mVejoTc+HPp+68ukVBTefOU6vOMqcFNw8M7Wl6lL1JNZeSnwFuBVIvJA+P864APAa0VkP/Ca8D7AbcBB4ADwf4FfBTDGjAHvA+4N/7833KdWWyHsJ01klj62+xX2EuXPfLe1ZVIqqmpnpduvsHX74LdaXiSlIqmWHUz1wo4rNctdQ2K5A4wx3wWkysOvrnC8Ad5V5bVuBm6OUkDVBF6NzMr2F9tBi0//Bzz/J1tbLqWi8OYrB9zJDJz1Em3oVeerNO6q6OxXwDf/GGZHoW9da8vVBXQF2zNBMbNSKVhJpOxAWz0rVZ3MmLChr1CHwTb0Jx+D6ROtLZdSURSqBNwAu19ptxp0V6TBypngwS8AAuvOq/z47lfAqSdh6rmWFkupuv3oXyE/AxueV/nx3a+w26e/3boyKRXF5BF45juw4YLKj299EaQHNVipQoOVuDvxKNzzSbj8l2HD+ZWPOTts6HXciupEhXn4t9+zC8Bd+kuVj9lyiV1o6xkNVlSH+vc/sOMDX/UHlR93E7DzpfD0d1pbri6hwUqcGQO3/Q5kBuHVf1j9uOGddjurCz+pDvTdv4LJZ+F1f2Yb9Eoc1y5bPjva0qIpVZeD/wGPfhVe9tuwZmf149bshLlTrStXF1l2gK3qYo98GQ59F37iL0+/FsVibspu/UJryqVUvcaehu9+CF7wc7D7x2sf6ybtWhVKdRK/AF//HXtS+NLfqH2sm7SLeKolNFiJqyCAvX9o0+OX/3LtY4urKWqwojrNnX9iV1l+7fuWP9ZNgp9f/TIpFcUDn4WRH8EbP1d9gHiRo3W4Gu0GiquJQzB1FPa83abIa3HCmFW/JKrTHPoeXHCdvbryctyUBtyq8zzzPRjYCs973fLHuimbHTRNuXpNrGiwElfjT9tttRlA5UTChl6DFdVBvLwNuNdXGRi+mGZWVCcaf8ZeWVmqLVdWRrPcVWmwElfFyl5tTv9ielaqOk0x8Eik6zteA27Vifx8tHa4+Bx1Gg1W4qpY2avNnlhMz0pVpynWRydZ+7giN6kBt+o8fmHpVZar0WClKg1W4qrYaBcr/3KKfaVKdYognBURpaHXYEV1miBKsBIeF+iMoMU0WImrYmWv96zU0bNS1WFKAXeUOqxnpKrD+IVo2UHQelyBBitxpd1AqtsVM33aDaS6mXYDNYUGK3HVSDeQfkFUJ9E6rOKgkW4gDbqX0GAlrqJ2A2l/v+o0pWCl3uyg1mHVgSJ1A2lmpRoNVuJKu4FUt2uoG0jrsOow2g3UFBqsxFVDKXQ9K1UdpHiNlLrrsF4bSHWgoLCwSvhySt1AOhtoMQ1W4koHJ6puFzk7mLLdn0GwemVSKiq/UH/A7ehsoGo0WIkrP+oaFZpCVx2mkYC7/HlKtVsQgPG1G6gJNFiJKz9vU4/1XI8CdCaF6jyNdGWC1mPVOUoBd9RuIA24F9NgJa6CCCPQQbuBVOdpZDZQ+fOUajcNuJtGg5W48r36U4+gmRXVeRrtBtJ6rDpFsQ5rN9CKabASV34+erCiff2qk0Q9K3U0ha46jN9gN5BeG2gJDVbiKmo3kJPQRl51lkYuZAh6Vqo6R9TrW2l2sCoNVuJKu4FUtyvWRx2cqLpVoGNWmkWDlbhqpBtIG3nVSXRwoup2fqPjrrQtXkyDlbhqaDaQNvKqgzTcDaQNveoQDc9o07Z4MQ1W4kq7gVS3i9wNlDj9eUq1m3YDNY0GK3HVSDeQCSDwV69MSkXRaDeQzmpTnSJqN1AxMNdrAy2hwUpcRe4GKn5JtKFXHULXqFDdLmo3kIhtt7UOL7FssCIiN4vISRF5pGzfWhHZKyL7w+2acL+IyEdE5ICIPCQil5U958bw+P0icuPqvB1V0kg3EOiXRHWO4tmlzgZS3SrqwoagXfJV1JNZ+Tvg2kX73g3cYYw5D7gjvA/wOuC88P9NwMfBBjfAe4ArgSuA9xQDHLVKGukGAm3oVefw87aRj3J9q+LzlOoEpSuH19mVCXrpkyqWDVaMMd8Gxhbtvh64Jbx9C3BD2f5PG+suYFhEtgDXAHuNMWPGmHFgL0sDINVMjcwGAm3oVecIChpwq+5WzA7W2w0EmlmpotExK5uMMcfC28eBTeHtbcDhsuOOhPuq7VerRbuBVLfzveirMIPWYdU5Gu4G0oB7sRUPsDXGGMA0oSwAiMhNIrJPRPaNjIw062XPPIFXf18/lM2k0FHozaD1uAkCL/oZKWhD3yRah5sg6lpBxWN1RtsSjQYrJ8LuHcLtyXD/UWBH2XHbw33V9i9hjPmkMWaPMWbPhg0bGiyeihys6FlpU2k9boJGA26tw02hdbgJiktBRKrHOhuokkaDlVuB4oyeG4Gvle1/azgr6CpgMuwuuh24WkTWhANrrw73qdUSFLShV90tch3W2UCqw5TWWXHrf452A1W0bEsgIp8DXgmsF5Ej2Fk9HwC+KCLvAA4BbwgPvw24DjgAzAFvAzDGjInI+4B7w+Pea4xZPGhXNVPg6+BE1d0CXwNu1d2K3UB66ZMVW7YlMMa8qcpDr65wrAHeVeV1bgZujlQ61bjAixjN62wg1WEidwNpZkV1mCDiWkGgs4Gq0BVs48rXbiDV5aLWYR13pTpNw8GKBtyLabASVw0PTtTZQKpDRK3DIrYe60wK1SmCRtZZ0UXhKtFgJa4Cv8FrA+lZqeoQgR+tkQc9K1WdpZHMil4bqCINVuIq8pgV7QZSHSZqZgV0cKLqLA11A2lmpRINVuKq4anL+iVRHSJqHQYdnKg6S9SLcYLW4So0WIkjY1Ywk0K/JKpDRJ26DGEKXQNu1SF0NlDTaLASRyawW702kOpm2g2kul3ggbj1XzkctBuoCg1W4qgUzTcwZkWvDaQ6RUPBig6wVR2k0TqsM9qW0GAljkpLPOsaFaqLRV1nBTRYUZ0l8KJluEGzg1VosBJHjfaTgn5JVOdoZMyKNvSqk0SdlQnaDVSFBitxVLrSp14bSHWxwGtgnRUNVlQHabgrU+vwYhqsxFHQwJU+HRcQ/ZKoztHw1GUNuFWHaLQrM/AgCFanTF1Kg5U4aqQbqLhUuQYrqlPobCDV7aKuJA4LY1x0kO1pNFiJo0aCFQiDFZ0NpDpEQ2NWdCaF6iANjVnRLvlKNFiJo+KYlcij0BN6Vqo6R8OZFW3kVYdopA47ukBnJRqsxJHfwJgV0G4g1VkanrqsdVh1iKDQ2NRl0KB7EQ1W4mhF3UD6BVEdotGzUg1WVKdotCsTtB4vosFKHDUcrGhDrzpIw+usaMCtOsSKxqxoW1xOg5U4amSdFdAUuuosDa2zonVYdZBGx12BBt2LaLASR42sswL2S6LXBlKdouF1VrQOqw7hFxo7aQSd1baIBitx1Gg3kPb3q05hjK6zorpfo12ZoPV4EQ1W4mhFA2z1C6I6gAlX79RgRXWzRq8NBNoNtIgGK3Hk5exWByeqbuVl7baRwYnGXxi3pVQ7eVmdDdQkGqzE0f694KZhw/nRnqeZFdUp9u+1280vjPY8PStVnWLqGBx/GDZfHO15GqxUpMFK3OTn4KEvwoU/DT1roj1XgxXVKe6/BQa3wzmvivY8behVp3jgszbLd9lboz1PA+6KIuanVMd7/FbITcJlN0Z/rpvUmRSq/cYPwVN3wit+t/E1KnRW26o7NZPjjsdPkEm69KcTeIFhar5AYMyyz3VEcERwHQHADwx+YMj7Af3pBCKVn2cMTGcLiAgFP8DzDZPzBebyPoExBMYwl/dJJxxMeDwYggAMBmPAAI5AOuFiMIzO5PECQ1/KpS+doD+doC+doOAHTMwVmM4WWNefJuEICAiCiH2N4u3AGCbmCozN5hnuTdKbdPjVh/6GU5lL+aMvj5BKjJbKZwwMZBIkHJsrMBg2DWZY25uiEBiGp4/yduAr+57h6UNPkHAckgmhL5XAdexnFhhDJuHiB4acH9CbdBnIJBARBHAcW7bwHwY4Oj5PYAyOCAlHcBzBDX8Hc3mfhGuf6zrCxFyBwZ4kSbfKLyKUKwTM5T1OzeTZvb6PgUwCPzA8N5nl4m1DXLF7bV11qR4arMTNfbfA2rNh18uiP1cHJ6pO8MO/t9sX/VL05+pMipZ5dmyO3/3yw+0uBq4j9CRdHKH0BxgIAx6xQUVZYCFAYCDn+XiBYW1fip6ky1zeZzbnMZ3zyHsBjsBgT5KepMv4XL4U6GBOD3wCYxBguDfFUE+Sibk8l3kPsM45xsedN3FiKktfeiHQADh1apYgjOlyns9tDx8vvZ/znWO8PQXfefw5/umRA9QR+3Wk//TjuzVYUVWc2g/Pfh9e80dUPTWpRZfbb5nRmRzfPXAKPzAkXIdkeKaT9wLmCz5T8wWGepIM9iTxA8NsziPhCumES9K1Z2Qj0zlSCYekKyRdh/m8z/hcnqTrhP8lfNz+TyUcepIuIvZMNggMBtvY57yAHx2bYk1fCkeEnOcz1JNkfX+a/nSC45NZ5gs+W4Yyp52RzRf8sKFOMtSTIuU6eEHAcG+Kgh8wNW/PSouNtDGGk9M5Mgl7Jug4i+qp78EPPwvnvgaGdyz53Iwx5Lwg/O+T9wIK/kJrnpzy2A5kc1mmTJbJ+QJPn5plcr6A69iz+aTr0J9JMDqTw/MN/ZlE6Yyw+D8wBj+A+YLPQCZB3rOzkxwR1vQlSSfc8PXsvuIfw5PTWcZm88wXfJKOQzrp0JtK4PkB6aRDynVJJRzyXsBMrsDITB6M4ewN/aVMg+vAORv6Ge5NrUbVa5qLtg7yvXe/imzBZybrMV/wWd+fojdV+8+KAYLwMw6M/Z0W/5AnHIfZfO2sWMq1n2vScUi4Qia58J1oloIf4IosrZ/1+sfPwcE1/MFv/y5/kMwse7jnBxgg4Qgy/gx8BD70+gv50KU/YTNOns1g+MbWT4BsISh9x6fmC2QLQRhALXyu5dmldX1p+jMJgsCUXicIwAsCUgmnFBT5gaE35TJfsMFcLemErd9+YDg+mS392dk4kCaTipgVXYYGK3Hy4OdBXLjkzY09XzMrLfPpHxziw3fsb3cxWibh2EZVgNm8nanjCPSnEwxkkuTCP95Xpx/jI95zvNe/kfs++j08P8APDDM5z/7PejUb0Bucp/mrFFz7F9/gGbOlRe+u+T7xlsu55qLN7S5GTemEy7bhnnYXY1WsKPjJTcOP/gX2vB3qCFQAEuU/b9G4K9cRelIuPTX++G8cqO/nrKYNA+lVfX0NVuLk1JOw7hwY2NTY83WAbcv84lVn8ernb2Qwk8QLbHbADwzphEMmac/ax2bziFDKCNh0s+2rz/sBPUmXvlSCQhBQ8AOCALYOZwiMPTPMe/a4gh9Q8Ox4gLm8h4SpccexfdTFs6z+dIKhniRJ156xPjs6x9GJeVIJh23DPXiBYXw2TzLhEASG+YLPyakc52zsZ3K+wORcnmzBZiBmw5+TcGWhLGF51ven6U25TM4XGJ/LMznv0Z926UkmeP7h78NJmNpwOYOB7YNPJxwGMgkGwrEE/ZkE6YTNUKTDzJJ9J7D9ueNwL/zKS3fgr7+AoZ4kGwbSbBvuCbMldkyDzQKk8YOAvGeYzXv27D7MbhSzHEGYyelL2YxUthAwOV+g4NuzWL8sQwA2KNs0mGGwJ0HCdZjLeUzOF+hLJ8h5C59D0hX6w4zN06dm2RqWLwjs7+PCLYNtqplqxSaete3oWVc19nwdJF6RBitxMn0cBlZwNqbdQC2zcSCz7NnQ1jaftW4ZasPP/0YCTiX43ze+2o4SjCqzCe6FN12+GbbsbH75VsGLzoo4a091tuljdjvQYGZPZwNV1PKpyyJyrYg8ISIHROTdrf75sTZ9vPEvCITXBtIviGqj6WPQv7mxQAXKzkp1NpBqk6lisNLgiaNeG6iilgYrIuICHwVeB1wIvElELmxlGWIrNw2Th+1MoEalB+2Ki/MTTSuWUpGM/AjW7m78+Zmw+2TmRHPKo1RUIz+yi3IObG3s+Ym0ff7MyeaWq8u1uhvoCuCAMeYggIh8HrgeeCzSq3zz/fDc/fb2knldZfeb9hg1HmvkNRcd14zHCvP28W17Fpe4fttfbLf/8AYbuHSrn/9bSA+0uxS1PfpV+OFnFu5X+z13bB1epceOPQQv/Q0atuUSe0HOvX8I+25u/HXa7RW/AzuuaHcpaht5Em7/vYX7q93GLdbIa7aiDo89BVteCIkGZ3M5Lmy7zE6YGHmisdfoBBdcZwcZN0mrg5VtwOGy+0eAK8sPEJGbgJsAzjrrrMqvkpuG+fHyZ53++GnTdlf7MVl4rNIstwrPK04nC6C0SJBv7O2U65BwhKxnp505Dog44doA9kvhhYPwHAFTfP30INmd5/Evhzczf3g/XmDwfBNuAybmC9x1cJStQz3k/IBcwefkdI5zN/STTNjpnEOJNO/sewlDp8ZJOtMM9iTpa/L0s9XmG4PbAQsTLFuPC9lFdRhOq0BLpp6v5mNR6vAql+X8a+CFb6xQiDole+AlvwpPfwfmRht/nXYrXt+rjZatw4HXmXV40VNaXpbedXDZW1iRF78TfvDR7q7D+bmmvpyYFjbsIvJ64FpjzDvD+28BrjTG/Fql4/fs2WP27du3ZP8f/NPD7Hvm9C+JiNCTtGtJTMzZvr7AmHAdCGFdfwoBJucLeIFhQ38aCVcxTCUcUq5TWgtiMYNdJXHjQAZHBC8IODo+z0zOsysxOpTm5DtiZxSIwEzOYz7vL1kXIheu2bDaHLFT4hKOlKaOnr2hn0zSRYCnT82yZSiDHxgKfsDJ6RyuY2dvnJiyjeXlO9ewbbiHgXAGxlBPkoQr9KZcAgMTc/lSwBWUL5Zk7Gc2NltgfX+K5yazuAIDGfv8pOMwNpfHGENPKoEjC5+hG36mxyazzOX90iJPxd+FCQM7PzBMzBfoSboM9yY5OZXj0Ngc33/3q1jfv3QanYjcZ4xZQeqpMdXqsVJRaR1WcdBIPW51ZuUoUL7S0/ZwXySbBjLsXNd72j4/sCsBzud9Mkm3lBXoSbpMZQucmMox2JNg81CGE1O50tTE+YLPxHyevBdQbfmGYsbjmVMLkeL6gTQ71vaW/nAW/3iWTz/cNJihL50oLWJU3KZdh3TSJRUu1JVOOPjG0JN0mc3bBcFEYH1/upRR8QNIhEsfD/ckmcl5pBMuvemFzIcAF24dZLgnVVpOuVGjMzlu+cEhvv3kCA8dmWA6u7CyYzmR4tLZC8s7F2+7jjCT8xjuTbJ9TQ8Fz5DzZin4pjRddzCTwBEpW6TITgMt3t80mGEgvVBNs56P6wiZhEsmKQxkkriOlJbc/rnLtpFO6CWvlFIqTlodrNwLnCciu7FByhuByCuY/fqrz2t2udQi6/rT/PZrz+e3X7tw5WY/MEzM5enPJJjL+RhgTW8SqbJarjGm6mNKKaVUvVoarBhjPBH5NeB2wAVuNsY82soyqMa5jrAu7F5JJ5Yfy6KBilJKqWZo+aJwxpjbgNta/XOVUkop1Z20c18ppZRSHU2DFaWUUkp1NA1WlFJKKdXRNFhRSimlVEfTYEUppZRSHU2DFaWUUkp1NA1WlFJKKdXRWnptoKhEZAQ4VOXh9cCpFhan0+nncbpKn8dOY8yGVhekRj3W39np9PM4XTfUYdDfWzn9LE5X7fOIXI87OlipRUT2teOCXp1KP4/TdcPn0Q1lbCX9PE7XLZ9Ht5SzFfSzOF0zPw/tBlJKKaVUR9NgRSmllFIdrZuDlU+2uwAdRj+P03XD59ENZWwl/TxO1y2fR7eUsxX0szhd0z6Prh2zopRSSqkzQzdnVpRSSil1BujKYEVErhWRJ0TkgIi8u93lWQ0icrOInBSRR8r2rRWRvSKyP9yuCfeLiHwk/DweEpHLyp5zY3j8fhG5sR3vpRlEZIeI3Ckij4nIoyLym+H+rvxMzoQ6DFqPy2kd7k5ahxe0tQ4bY7rqP+ACTwFnAyngQeDCdpdrFd7ny4HLgEfK9v0Z8O7w9ruBD4a3rwO+DghwFXB3uH8tcDDcrglvr2n3e2vw89gCXBbeHgCeBC7sxs/kTKnD4XvVerzwvrUOd+F/rcOdUYe7MbNyBXDAGHPQGJMHPg9c3+YyNZ0x5tvA2KLd1wO3hLdvAW4o2/9pY90FDIvIFuAaYK8xZswYMw7sBa5d9cKvAmPMMWPM/eHtaeBxYBvd+ZmcEXUYtB6X0zrcnbQOL2hnHe7GYGUbcLjs/pFw35lgkzHmWHj7OLApvF3tM4nlZyUiu4AXAXfTnZ9JJ5Shnbrxd9ZUWoe7Xjf+zpqq1XW4G4MVBRibSzvjpnKJSD/wZeC3jDFT5Y+dqZ9JNzsTf2dah+PlTPydtaMOd2OwchTYUXZ/e7gvtkTkWyLyTuBEmEIj3J4MD6n2mcTqsxKRJPYL8lljzFfC3d34mXRCGVpO67HW4W6ndbh9dbgbg5V7gfNEZLeIpIA3Are2uUytcitQHDV9I/C1sv1vDUdeXwVMhim524GrRWRNODr76nBf1xERAT4FPG6M+cuyh7rxMzmT6zB05+9sxbQOx0o3/s5WrK11eLVHD6/Gf+wI4yexo9F/v93lWaX3+DngGFAAcsDfAeuAO4D9wDeAteGxAnwUmAz/7wn3fxB4DDgQ/n9bu9/XCj6Pl2FTiw8BD4T/r6vjM3kKeLj4mYSPvb3dn8mZUIfD9xm1Hn8c8MPPpliPN4bPPdjN9VjrcHf+b7AtzoX1eA6YCX/vH2z376wJn0Xb6rCuYNsFRORbwGeMMX8jIhPATxpjvlvhuF5s5fkTbOX4KnCpMeZI60qrVGUR6vHHgGljzO+G938TeI0x5qdaWV6lFqu3Di96zk3AbwNXmEXjO1T9Eu0ugIrGGDNc47E5EXkLdl77NPDrGqioTlSrHmOnPv6jiLzb2LOpt2DXcVCqYyxThwEQkZcBfwy8TAOVlenGMSuqBmPM3dh0uQBfbHNxlIosrMNzwCtF5ALgXM6s8RAqBkRkB7YNvtEY82S7y9PtNFiJGRF5F5AGngN+p83FUapRtwC/hM2qfMkYk21zeZSqm4j0AP8E/JUx5uttLk4saDdQjIjI+diU4yuxZ6b3iMjXjTEPtLNcSjXgM9gl3KexAYtS3eRm4EfGGO2+bBLNrHQPO7RaZEZEfnzxgyKSwDbwHzTGPGiM2Q/8D+DvRSTd2qIqVVXNelw6yJjDwP3h8d9pUdmUqkc9dfiNwM+Ex8wsV9/V8jSz0h0GgVEAY0x/pQOMMR72eh3l+z6OnQqqVCdYth4v8ixwl9Epi6pz1FWHjTHSshKdITRY6XAichHwfOCH7S6LUo2KWo/D6478LPbaI0q1nbbF7aXdQB1MRD4I/Dvwu8aYQ+0uj1KNiFqPReR9wCPAnxtjnl7t8im1HG2L208XhVNKKaVUR9PMilJKKaU6mgYrSimllOpoHT3Adv369WbXrl3tLoaKifvuu++UMWZDq3+u1mPVLFqHVRw0Uo87OljZtWsX+/bta3cxVEyISFsGxmk9Vs2idVjFQSP1WLuBlFJKKdXRlg1WRCQjIveIyIMi8qiI/K9w/24RuVtEDojIF0QkFe5Ph/cPhI/vKnut3wv3PyEi16zau1JKKaVUbNSTWckBrzLGXAJcClwrIlcBHwQ+ZIw5FxgH3hEe/w5gPNz/ofA4RORC7BLEFwHXAh8TEbeJ70UppZRSMbRssGKsmfBuMvxvgFcBXwr33wLcEN6+PrxP+PirRUTC/Z83xuTChZ4OsGh5eKWUUkqpxeoasyIirog8AJwE9gJPARPh9WgAjgDbwtvbgMNQul7NJLCufH+F55T/rJtEZJ+I7BsZGYn8hpTqBFqPVbfTOqw6SV3BijHGN8ZcCmzHZkMuWK0CGWM+aYzZY4zZs2FDy2foKdUUWo9Vt9M6rDpJpNlAxpgJ4E7gJcCwiBSnPm8Hjoa3jwI7AMLHh7BXqSztr/AcpZRSSqmK6pkNtEFEhsPbPcBrgcexQcvrw8NuBL4W3r41vE/4+DfDS7zfCrwxnC20GzgPuKdJ70MppZRSMVXPonBbgFvCmTsO8EVjzL+IyGPA50Xkj7GXzP5UePyngL8XkQPAGHYGEMaYR0Xki8BjgAe8yxjjN/ftKKWUUipulg1WjDEPAS+qsP8gFWbzGGOywM9Xea33A++PXkyllFJKnal0BVullFJKdTQNVpRSSinV0TRYUUoppVRH02BFKaWUUh1NgxWllFJKdTQNVpRSSinV0TRYUUoppVRH02BFKaWUUh1NgxWllFJKdTQNVpRSSinV0TRYUUoppVRH02BFKaWUUh1NgxWllFJKdTQNVpRSSinV0TRYUUoppVRH02Al7h76R/ijIfjrF0N2qt2lUSq6iWdtHf6jITh6f7tLo1Rj/vf5tg7f+zftLklX0mAl7opfjFNPwg8/096yKNWIE48u3P7677avHEo1Kghg5oS9/a//Fbxce8vThTRYibsdV9htsg/u+QQEfnvLo1RU4i7cPnIvjD3dvrIo1Qgve/r9R77SnnJ0MQ1W4s7LQWYIbvgYjD8DT97e7hIpFY03b7e/+CVwXLjn/7a3PEpFVQjr8LUfgPXPg7s+Bsa0t0xdRoOVuPPmIdkLF/wkDO2wXxKlukkhPCtdezZc9DNw/6d1/JXqLsWAO9kLV/1nOP4QPPuD9papy2iwEneFeUhkwE3AFTfBM9+BkSfbXSql6leYs9tExjb0+Wl45EvtLZNSURQD7mQPvPAXoGcN3Pup9papy2iwEnf5WfsFgYXxK1NH2lcepaLKz9ptsge2XW7HsExqHVZdJD9jt4kMpHph88VahyPSYCXOfnQbPPlvsPVF9r6btFu/0L4yKRXF2EH47odsF1BmyO5zU+Dn21supepVmLez2Nw0bLrI7tM6HFmi3QVQq+TIPvjS22HLpXDdn9t9btpuddqc6gazo/CZ14Px4c1ftINrARIp8LShV10gCOCrvwKH74af/1tYd47d76Y1WIlIg5W4uvU3oH8DvPkLkOqz+xJhsKJfEtUN/uMDMHkYbvxnWH/ewn5t6FW3ePxWeOxrcPUf28HhRQnNrESl3UBxNXMczn0t9G9c2FfqBtIvieoC08dt989ZV52+X1PoqlsUF4K75M2n73dTmuGOSIOVuCpkFwbWFmk3kOomXtYOSFwsoQ296hLF9VWSi+qxBtyRabASR8aE66ssDlZSdqtfEtUNCuEaQYtpQ6+6RXHl2sSitjihXZlRabASR34eTLD0rDShwYrqIoX5pWekoMGK6h6FOZvRdhb9qXV1kHhUGqzEUaFstcRy2g2kuomXrZxZSaS1DqvuUKk7HsKAW+twFMsGKyKyQ0TuFJHHRORREfnNcP9aEdkrIvvD7Zpwv4jIR0TkgIg8JCKXlb3WjeHx+0XkxtV7W2e4qv2kus6K6iKFucpjVtyU1mHVHSp1x8NCN5BeH6hu9WRWPOC/GmMuBK4C3iUiFwLvBu4wxpwH3BHeB3gdcF74/ybg42CDG+A9wJXAFcB7igGOarLidSgW95OKaESvukchW6MbSOuw6gLFy50spieOkS0brBhjjhlj7g9vTwOPA9uA64FbwsNuAW4Ib18PfNpYdwHDIrIFuAbYa4wZM8aMA3uBa5v5ZlSolFmplH5Ma1+p6g6FOe0GUt2t6iDx4ppXWo/rFWnMiojsAl4E3A1sMsYcCx86DmwKb28DDpc97Ui4r9r+xT/jJhHZJyL7RkZGohRPFZVfNGsxN6mDE1tA63ETVJu67Cb1jLQFtA43Qa1B4qD1OIK6gxUR6Qe+DPyWMea067MbYwzQlM43Y8wnjTF7jDF7NmzY0IyXPPMUr1Jbta9Uo/nVpvV4hYKg+gBbV+twK2gdboKqg8TDYEUzhHWrK1gRkSQ2UPmsMeYr4e4TYfcO4fZkuP8osKPs6dvDfdX2q2arNrcfdMqc6g7FOlzprDShXZmqS1Qds6LdQFHVMxtIgE8Bjxtj/rLsoVuB4oyeG4Gvle1/azgr6CpgMuwuuh24WkTWhANrrw73qWYrZVZ0jQrVpQpVBomDdmWq7qHdQE1Tz4UMXwq8BXhYRB4I9/0P4APAF0XkHcAh4A3hY7cB1wEHgDngbQDGmDEReR9wb3jce40xY814E2qR0piVKoMTtaFXnc5bZpC4npGqbuBVGWCr3UCRLRusGGO+C0iVh19d4XgDvKvKa90M3BylgKoBxcxKtcGJ+gVRna7mjDYdYKu6xLLdQHriWC9dwTaOcuH458zg0sdczayoLpAN63C6Qh3WqcuqW2Qnq7TDxXVWtC2ulwYrcTQ/AeJCqn/pYwkds6K6QHbcbnuGlz7mpsH4EPgtLZJSkRSydqB4ZnjpYwm99ElUGqzEUXbCNvJSoffOTekXRHW++Qm7rdTQ61mp6gbZCbutFnCDdmdGUM8AW9UNnv42fP4XYd058NwPYceVlY9z0/oFUZ1pfhz++groWQPTx21dHVqybuTpZ6WVxrQo1S7GwKd/GsaeBse1+9adu/S4UsCtJ4710mAlLm75KbtND8DwWfCK36l8XEKvq6I61EevhNmTMLwD/LVw6S/a+rxYadqnZlZUh3ngH+yJI8CG58P518Kuly89TruBItNgJW5u/Ofaj2s3kOpUMyfs9k2fh/6N1Y/TYEV1quMP2e3PfAIueWP143Sdlcg0WImD3IzdvuaPlj/WTekXRHWmLZdC3/ragQroWanqXE7CTlV+4S/UPq4UrGgdrpcOsI2D5+632w3PX/5YvTaQ6kSFeTj5GGysow5rZkV1qqP32TpcaXJDOQ24I9NgJQ5Gn7LbzRcvf6xeG0h1oskjNvjY/MLlj9VgRXWq0afqb4dBs9wRaLASB9lJu600RW4xvTaQ6kTFOlxpqvJipbNSrceqw2Qn66vD2g0UmQYrcZCdtH2lla5BsZgbzgYyZvXLpVS9imtSZIaWP1anfapOVMjaOllPHdaAOzINVuJg5AnoWbt8PyksXEBL04+qk4w8abc9a5Y/Vq+rojrRqSfstnft8sc6rl1lXOtw3TRY6XY/ug2e+Fe4/Mb6jteGXnWaicPwrT+FnS+rvIDWYqUr1modVh3CL8A//yb0roMLfqq+57i65lUUOnW5m82O2i/Ipovh5VUWgVtMByeqThIEcOuv2ev83PBRcOo4f9I6rDrNdz9kVw7/+Vugf0N9z0noMhJRaLDSzf799+0S5W/56sLZ5nJKZ6Ua0asO8MBn4eC34Cf/Ctbsqu85mh1UnWTkSfiPD8ILXg8X3VD/81y9engU2g3UzZ75Hlz407D5BfU/Rxt61UkOfQ8GtsDlv1z/czTgVp3kyD0QePDK34v2PJ2ZGYkGK90sOwF9daYcizSFrjpJdhJ619c3OLxI67DqJMUrhPetj/a8hAYrUWiw0q0CH3JT9U2TK6dnpaqTzE9Er8OaHVSdJDsJCKQHoz1Pu4Ei0WClWz33gN0udx2VxbShV52ikIUTj0Svwxpwq05ydJ+tw/UMDi/nJrUdjkCDlW514BuAwEU/G+15pQW19Eui2uzofTY7+IKfi/Y87QZSncIvwNPfiV6HIbxOm9bhemmw0q3mxyE9UN8CROX0AlqqU8yP2+3wjmjP02BFdYr8DAQFGIpYhyHsBtI6XC8NVrqVN28vRR5VqRtI5/erNivM2209l4koJxJekFMDbtVmpTrcE/25blIXhYtAg5VuVZhv/AsC+iVR7eeFDX1DQbcuqKU6wEqCFe0GikSDlW7VaLCi3UCqUxSydttQ0K1LlasO4IV1uKGAO6ndQBFosNKtvGzjZ6SgZ6Wq/QpzdttosKIBt2q3RrsywXbJa8BdNw1WulXD3UDFYEW/JKrNSmeljWQItRtIdYBSsNLAiWMirXU4Ag1WupV2A6luV5izwXPU9SlAz0pVZygGK40E3G5S2+EINFjpVl6u8X5S0IhetZ+Xa6yRBx1gqzpDMTvYSGbF1QG2UWiw0q38/EKXThSlqcsa0as28/P1Xy18sYSOWVEdoBhsFNvVKPTaQJFosNKt/PxCliSKUjeQfklUm/l5cBqow6DdQKozFLN7biL6c3WQeCTLBisicrOInBSRR8r2rRWRvSKyP9yuCfeLiHxERA6IyEMiclnZc24Mj98vIjeuzts5gwReY5kVxwVxNKJX7ed7jQXcEC6opd1Aqs2CYrDSYJbb+PaitGpZ9WRW/g64dtG+dwN3GGPOA+4I7wO8Djgv/H8T8HGwwQ3wHuBK4ArgPcUARzXIz4PTQDQPelaqOkOj2UGwGUI9K1XtVjzpayRDmNDLRkSxbLBijPk2MLZo9/XALeHtW4AbyvZ/2lh3AcMisgW4BthrjBkzxowDe1kaAKko/EJj0TyE/f36BVFtFqygDuvgRNUJfM9uGwm6Xb16eBSNjlnZZIw5Ft4+DmwKb28DDpcddyTcV22/apRfWEEKXQd2qQ7gF1aQHUxqHVbtV+oGWkGwot2ZdVnxAFtjjAFME8oCgIjcJCL7RGTfyMhIs142foKVBCt6VrratB7XYUXZQe0GWm1ah+tQmg3UQD1O6MzMKBoNVk6E3TuE25Ph/qNA+bWyt4f7qu1fwhjzSWPMHmPMng0bNjRYvDPAimZS6GJEq03rcR1WMmZFMyurTutwHYrdQI20xdoNFEmjwcqtQHFGz43A18r2vzWcFXQVMBl2F90OXC0ia8KBtVeH+1QjAh9MsLKzUm3oVbsFK5kNpHVYdQA/D+I2uAqzdgNFsWyHsYh8DnglsF5EjmBn9XwA+KKIvAM4BLwhPPw24DrgADAHvA3AGDMmIu8D7g2Pe68xZvGgXVWvlcztBx2zojqDn2/sAnAQdgNpHVZttpLueO0GimTZv3bGmDdVeejVFY41wLuqvM7NwM2RSqcqy07abWqgsefrYkSqE2QnYWh7Y891k9rIq/bLTkKqv7HnlrqBNOiuh65g241GD9jturMbe36qD3LTzSuPUlH5BRh/Btae09jzU/02M1PINrVYSkUy+hSsa7QO99ltbqp55YkxDVa6USlYObex56/ZZf9QKNUuE8/aMSsrqcMAE4eaViSlIhs90HgdHt5pt9oW10WDlW40esAOMBzasfyxlaw9G+ZOLXQnKdVqKw2414ZZxbGDzSmPUlHlZmD6WOOZlYEtkMhoHa6TBivdaPQp21g7bmPPLzX0TzevTEpFocGK6nYrrcOOA2t2aztcJw1WutHogcajedCGXrXf6AHoWQN96xp7fs8ayAxpHVbtUwpWzmv8NdaerXW4ThqsdBvfs5W70WgeYO1uux17qjllUiqqU/tXVodFbEM/qnVYtcnoU4AstKeNWLsbxp+GIGhaseJKg5VuM/msndu/fgXRfKoP+jdr+lG1z+hTKwtWQM9KVXuN7rfjBpM9jb/G2rPBy8L0c80rV0xpsNJtimeSK23o152jDb1qj9yMbZxX0pUJdtrz5GFdp0K1x0q742Hh+doWL0uDlW6z0kFdRWt36xdEtUex3q2krx/sWakJ7DRopVrJGHviuJIMN+j4wQg0WOk2p/ZDZhh6GxyYWLT2bJg5Yc9ylWql0f1224xuINCGXrXezEm7mNtK6/DgNruSrdbhZWmw0m2KixCJrOx1ig39uI5bUS1W7Mpc2+AKzEUarKh2KWW4V9gN5Lh2gUOtw8vSYKXbNGNgImhDr9pn9AAMbodUgxcxLOpbb6+PpXVYtVqzuuMhHCiuJ43L0WClmxSyMHVk5dE82MWIQBt61XpjBxu/rlU5ER17pdpj7KDtvml0FfFyxVltxqz8tWJMg5VuUpiz28zQyl8rMwh9G3SdCtV6uZnm1GEIG3qtw6rF8jP2YpqNriJebu3Ztm2fPr7y14oxDVa6iV+wWyfRnNcb3GoH2SrVSkEBnGRzXmtwmzbyqvX8ArjNqsNb7Xb6WHNeL6Y0WOkmfriehJtqzuu56YUASKlW8fPNq8OJlNZh1Xp+oYl1OG23gdec14spDVa6SRA2ys2K6F1t6FUb+B64TcoOuin7vdD+ftVKQaF5Ge5iltHXxQ1r0WClmzS7G8hN6hdEtV4zMyvFwF2DbtVKzewGKn4XtC2uSYOVblJskJvW0Kf0C6Jar5ljVorfhUCDFdVCzewGKgUr2g1UiwYr3aTp3UBJPSNVred7elaqulszu4Fc7QaqhwYr3aTUDdTEYEXPSFWr+fnmBSvFPxgadKtW0m6gltNgpZuUuoGaODhRvyCqlYxZnW4grceqlQKvuSeNoAH3MjRY6SZBs8esaDeQarHAt9um9/drPVYt1MzsoI67qkuTTtFVSzS9G0gzK6rFSmsFNbu/Xxv6M4kxhucms5ycypJwHJIJIek6JB2H3rTLcE+ShLuK5+J+AdIDzXmtFY5Zmc15eH44dV9gMJNAVnqh2w6kwUo3aXY3kKNTl1WLBasw7gq0Hp8BTs3k+OtvHuCBwxMcODnDTK767JmepMuOtT0AnLW2j+sv3cpgT5L+tEsm6dKbSrC2N8VAJoHjNPCHfVFXZrbgExiDI0ImGXEJ/ojZwX3PjHHXwVH2n5zh/mfHOTw2f9rjSVfIJFx60y671/cx3JNisCfBznV9rO2zP2tdX4rnbxkknXRIuQ4J1yHpCknHOe3zMMYwk/OYyXmlYDCZEBKOw3zBJ51wyCRdgsBQCAIKvsHzA3JewMaBdFODJg1WuknTV7DVbiDVYqsx/R40WGmD0Zkc3/zRSVIJx/4hcx0ECIwhMPYPXWCK940drhRuUwkHp8IfMoNhat7DDxf5y3sBR8bnyHkBdzx+gvHZApftHObnLtvGeZsG2DbcgxfYP5B53/6xPDo+z4GRGTw/wBjYd2iMbzxe/bIiIuCK4DpCb8qlJ+mSSblMzhVwHZuxSbiCI0LeC3Ac+PT8BIdG+vmd93+DbMFnKrsQOG0ezJBwbdCSSTqkEy6uIyQc+zNcR3BFEAERodfM82Hgq/ue5jvPPIDrCONzeS7cOsSGgTTZvM/To7PM5TyePjXLg0cmAdg23MO5G/v5ucu2M5ixgZMXBIzPFcgVAibm8xwanePgqRnGZgucmjlS1+/VDYOV3qRLPgw8qnHC9+AHSxdl/K3XnMdvveb8un5mPTRY6SbaDaS6nXYDxcYzo3P89y89tOo/pzdlMyHbhjP87S9fwYVbByM9P1vwOXByhpznMzlfIO8Z5gseY7MFpuYLBMbgB/b/XN5nvuAzk/UY7rV1q+AbvCDA843NIhhD34GAgUwPr9q1kcn5AjvX9bGmN8lszuPwuM105DyfbCEg5/l4vqHgB8wX7M/xwtcESBkb6IxMTHPPzBh+YDg2meUbj5887X1sG+5h63CG337t+bztpbsYyNT/d8AYw8RcgZwX4BvDw0cmGJu1773g2/dmgz17OzCGbCEgMIYNA2nW9qXCgNAGhgU/IOE6zOV9gsCQcMNuuHD7uXue5cW71kb6PS1Hg5Vu4oXpvmRPc14v2WtHtTdzGp6qS7bgMzFXYDpbYCrrMZvz6E25DPemODQ6y9q+FAOZZOmMTARyXkC24OMHpnQmOz6Xp+AH9KYSFPyAXCEg4Qqeb5icLzCQSeA6wnS2wLkbB+hLu8xkPQq+4dyN/aQSy/frF8+aJuby9GcSpBMuBT8g7wX0pSM2IYViHe6N+pEtfSk/wCdNBpicniI7lcULDEFg8AKDHwSkEy6phMN01iPn+YzPFjg5na34eknXoT+dYC7vM5Mr0JdOMJBJkvcCTJjiny/4TMwXuHL3Wp6bmOfEVJZzNw7g+QFzBZ9U+BpJ1yHvByQcIZ2wZ9dA6Y9DPvz8soUAEXjepgGmsoWw3IYtQ5lIf4za4QXbBvnO7/w/FMKMRj48AxcBRwTHCbfh2XfxNtiMSbULJAxkEiQcWy8TjjDcm1xRd0Im6fKCbU26ynfRXxg2nruVy69/4cpfyxh4r8NNL9nKTa96FWDHoUxnPVxHSCUcRChlTxohIqzpW8hmbhtu0t+QKt720t1Nf00NVrpJIWxkm9DQA5Dqs9v8LPQMN+c1VV0+9d2n+fPbn2h3MRjqSbJ5MMMVu9eypjdJKuEwkEniBYax2RzfeOwkT5yYPu05a/tSTId/WHes6cV1pJTyL56hBsawrj+N69gUe9J1KASGdTP7uRn48LeP8IO7f0Des2nm07c+ec/+ARzqTeKIPbudKUu15337h/EieYZ/TcN//+z3+PcgPlnCT77lcq6+aHO7i1FTOuGyY22T2qJuU5hrXjssAql+yM+UdvWlE9FPBGJOP41uUpiz22ZlVjRYaZtXnL+BNeEAv4GMbZjm8j7js3kePz7FORv6SSccArNwxppJuqQTLglHSmfnjgjr+9PMFzyMgZ7UwuC+pOuU/tBnCz7Pjs2RdB360gkKXsDh8TlOTOU4cHKar9x/hLmCv+R6gJedNcxvvOpcEq5jszrGBg1J1yGVcDg+uZClcARcx8F1YGres1mOMMVuszAOZyccmIfJgkuQtI3yml6nNNCvmAlJJxxcR5ict907jiMMZpIUT7Bncx596QRnmV64G95y+Xpeuf1iGxw5DglHcMLnC/ZsPTCGTMLleZsHSv3y5abmPQpBQG/KZS7v05dKMJMr8NTJWYZ6k2wd6sE3hv94YoSd63rZPJTh2dE5elIua/tSGAOT84VS8DaT82xmJsyieH5AKuGUjfGw4xqm5gs8OzbH2r40SdcOXnzh9uGm1jfVZIX55rXDYNvismBFLaXBSjcpptATmea8XnmwolrqBduGqqamb2Bbi0tjGWPIeQGjs3n6Uwl60y7JZk//fDoLt8Af/swe2P2Slb/e9DDcDT9+Vg+8+KyVv14Fl+88ve/90h3DpdtXnb1uVX6m6mBBAH6ueZkVCIMVbYdrafmicCJyrYg8ISIHROTdrf75Xa0wB4kecJr0a0v1261G9Arbr51Jumwb7mGoN9n8QAWaOmYF0IBbtV6zxw6CBit1aGmwIiIu8FHgdcCFwJtE5MJWlqGrednmf0FAvySqdQrNHiSudVi1WLMDbgjHrGgdrqXV3UBXAAeMMQcBROTzwPXAY5Fe5Z7/CyPtH5wIEGD7z6fmCxyfypJOOAz1JBnuTdGfTtDUdQQf+fLqBCs/+Gt47GvNe912e+17IdXhA/+e+ib86LZ2l6L1nv2B3Sab1JXpODZgeeI2mBttzmt2gstvhM0Xt7sUtY0/A9//63aXovVmjttts7rjwbbFz/0Q/vW/Ne81223Xy+CiG5r2cq0OVrYBh8vuHwGuLD9ARG4CbgI466wqfdCHvg8Hv7UqBVyObwwF32Cwffx5z85F7wHKJ2sVgGnHLiZUDFhcR0pT8Jxweh9QGtRosAsmOeGCQcWfERjsa4hweMcNfPv7z3B8Ksv4bJ6ZnBcOvLQD9/zAMD5XwBU7Wt8P59cP9yZxRZiYz7NzXR8XbB4gVUjxyr6d9D57D47c04qPrzVe9QdAe4OVZevxyJM2+DwTnfNqGGri+JKzX2mDoMn6Fr3qCudd3fZgZdk6PDd25tbh9efD2a9o3uvt/DE4si9en2dmsKnBipjFw/9XkYi8HrjWGPPO8P5bgCuNMb9W6fg9e/aYffv2Ldn/V994koePTJZmG/SlEiRcIVuwi/6cu3GAdMLh2OQ8J6ZyiMD4bJ7ta3oZ6kmWplYC9GcS9KZcnpvIsr4/hWADhdm8z8RcHhHhuYl55vM+U/MFphct8fzy8zdw3Qs2s2t9HxduHcQYOHBymjt/NMK/PPQcRyfmKfjRP2PXqbwqYLmBdIINg2lyBbv+Rt4LcF3B9w05P2BNGKDM5u3nsnEgTU/K5dmxudNmfTgCO9f1sX1ND79zzQVcvH35NQkePDzBvc+McWwyy1MjMxyfzDI5X2B0Js+GgTSZpJ114gd2fYqkK6QTLumkU1p3Ip1wwvvuwr5wVsjEfIHBcI2Q4u9rLu8zGwZn29f0kEo4PH5smtGZPFuGMjz63CQXbBnk/33FOQz1LF2TQETuM8bsifzLWKFq9VipqLQOqzhopB63OrNyFNhRdn97uC+Ssdk8J6azuI7DqekcOc9nsCdJOuEyMp3j6VOz5MJ1GwYzCS7YPMjGgTQHR2Y5NjmPEy6tbAzMhF04a/tTPPacnSLqBQEp12HjYAY/MGwb7mFdX4qh3iSbBjNcc9FmNg6kS9M3F7t851ou37mW/3bN80ozLOb+f/buPE6yur73/+tTa+/TPSvDzDAzwCCiiOAIuO8s3hhMXOJOXC65Lll+8d5cY3KviZrEJTGJiTHBQAJqVKLmigaDiChuIAOyDzAzwDD79ExP7921fn9/fE9118x0dVdVV3Wdqno/H49+nKpTp059T/enTn/OdzvpHLuPTpDN+0mhHh+c4NhEmmjUyGQdK3r8MFaAJ49MMp3NsbInycqeBP1dCTLZPNm8Y1VvgtOWd7MimOCnmvtajE5nGBr3c1KMp7J8+/797Ds2xS+eGOI1f/8TfvW8U3nxWat4wZkrWLusk3QwzPXW7Yc4Mp5m+4FRfrzjCAAd8QinLe9iXX8nzzh1GT3JKI8fmaAnGWN02icvK/qS5POOVDbHxESWVDCrY+FvlMr4x9kFkjPw03Sn55j+OWKQd3Dbo4N84GVnVvw7ERGR8FrqZOUuYIuZbcYnKW8C3lLpTj56xTNrXa66KYyw6IhHZ24iBfD8M1Y2rEx9HfHjZkMsDKE9PDbNx7+znZ/uPMKN9+0H/A3BpjK5mW2TsQjLuxO86wWbed/LzmBFd6JmN6sq3N8jlckTj0WYDG6eFQnup9ER8zfcGp3OMDiWImpGMu5nDO1K+Hk0pjI5TaYkItJilvSs7pzLmtkHgJuBKHCtc+6hpSyDlLa6t4PPvvl88nnHo4fG+OnOIxwYmWagK86yrgQXbV7OWWtqdFv0OcSCu392BTldT4mk48RkqyCK1We4rYiINNSSX4I6524C2nAYRPOIRIynr+3j6Wsru2GYiIhIPegyVEREREJNyYqIiIiEmpIVERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQW9J7A1XKzAaB3SVeXgkcWcLiNEo7HOdSHeNG59yqJfic48wTx+3wt4X2OM52jWHQ37dVLOUxVhzHoU5W5mNm2xpxQ6+l1g7H2Q7HOJd2Oe52OM52OMZS2uHYdYyNp2YgERERCTUlKyIiIhJqzZysXN3oAiyRdjjOdjjGubTLcbfDcbbDMZbSDseuY2ywpu2zIiIiIu2hmWtWREREpA00ZbJiZpeZ2aNmttPMPtTo8lTCzK41s8Nm9mDRuuVmdouZ7QiWA8F6M7PPBsd5v5ldUPSeK4Ptd5jZlY04llLMbIOZ3WZmD5vZQ2b2u8H6ljrOxVAMh/tvqxheWDPHMCiOm+44nXNN9QNEgV3A6UACuA84p9HlqqD8LwYuAB4sWvcp4EPB4w8Bnwwevxr4LmDAxcCdwfrlwOPBciB4PNDoYys6nrXABcHjXuAx4JxWO85F/H4UwyH/2yqGWzuGg2NQHDfRcTZjzcqFwE7n3OPOuTTwVeCKBpepbM6524GhE1ZfAVwXPL4OeG3R+uuddwfQb2ZrgUuBW5xzQ865Y8AtwGV1L3yZnHMHnHP3BI/HgO3AOlrsOBdBMRzyv61ieEFNHcOgOKbJjrMZk5V1wJ6i53uDdc1sjXPuQPD4ILAmeFzqWJvmd2Bmm4DzgTtp4eOsUCseV8v+bRXDc2rV42rZv2+zx3EzJistzfk6t5YYomVmPcA3gN9zzo0Wv9ZKxynHa6W/rWK4fbXS37cV4rgZk5V9wIai5+uDdc3sUFDVRrA8HKwvdayh/x2YWRz/5fiyc+6bweqWO84qteJxtdzfVjE8r1Y9rpb7+7ZKHDdjsnIXsMXMNptZAngTcGODy7RYNwKF3tVXAt8KHr8W+P+CHtoX4zu1PQyMAZeY2UDQi/sS4OalLXJpZmbANcB259xnil4qdZw3Au8oOs6RoIryZkJ8nIugGFYMN7tWjGFQHIc3jpeyN2+tfvA9lh/D90b/o0aXp8KyfwU4AGTw7X7vBlYAtwI7gO8Dy4Ntn8QH0S58e+Ew8PzgtXcBO4Ofdzb6uE44xhfiqxXvB+4Nfl49z3Ea8LngOB8AthbtK7THucjfkWI4xH9bxXBrx3BQfsVxE8WxZrANMTN7EngPcAbwZ8BlzrltZb73fwO/DrzAOZc1s/cCHwCe45ybrlORRY6zyBh+EPhD59y3g+dx/D+XVznnflmfEoucbJFx/G3gZUWruoB3Oef+tcbFbGnN2AzUbt4LfBR4xYlfjmDSnreUeN+ngRTwx2a2Bfhz4G1KVKQBqo3h64G3FT1/NXBAiYo0SFVx7Jx7jXOuxznXA7wBP/rm1rqXtsWoZiXEgmx+OXAb8GvOuXyF798E3AMcwo+d/4tal1FkPouJYTM7FXgUWOecGzWzrwO/cM59qi6FFSlhsefiYB9nAT8Bft0595PalrD1qWYl/N4LnAX8c9BZqmzOuSfxX65N+HZIkUaoKoadc/uBnwKvM7N+4HLgy3UpocjCqj4Xm9kyfJ+XP1aiUh0lK+F3CHgF8CLgHyp5o5n9N+B5+CrHT9e+aCJlqTqG8bNrvg1fff5z51yohoVKW6kqjs0sAvwbcJtz7uo6la3lKVlpAsEV5iuAy8zsr8t5j5mtBP4Z3ynsSuA1Zvbq+pVSpLRqYjjw//D3b/ldfB8WkYapMo7/DOjGx7BUSclKk3DOPQW8HHi9mf0FgPm7aL61xFuuBr7lnLvJOXcUPyzvn81sxdKUWOR4VcQwzrkp/IRWm4FvltpOZKlUEcdvxt8U8JiZjQc/JWNe5qYOtiISamb2f4GznHNvW3BjEWlJsUYXQESkFDNbjq8VfHujyyIijaNmIBEJJTP77/jZQr/rnLu90eURkcZRM5CIiIiEmmpWREREJNRC3Wdl5cqVbtOmTY0uhrSIu++++4hzbtVSf67iWGpFMSytoJo4DnWysmnTJrZtK+teUSILMrPdjfhcxbHUimJYWkE1caxmIBEREQm1BZMVM+sws1+Y2X3BxDd/GqzfbGZ3mtlOM/uamSWC9cng+c7g9U1F+/rDYP2jZnZp3Y5KREREWkY5NSsp4OXOufOAZ+OnGb4Y+CTw1865M4Fj+LkQCJbHgvV/HWyHmZ0DvAl4BnAZ8A9mFq3hsYiIiEgLWjBZcd548DQe/Dj8dMNfD9ZfB7w2eHxF8Jzg9VcEd6i8Aviqcy7lnHsC2AlcWIuDEBERkdZVVp8VM4ua2b3AYeAWYBcw7JzLBpvsBdYFj9fhJ3IieH0EWFG8fo73FH/WVWa2zcy2DQ4OVnxAImGgOJZmpxiWMCkrWXHO5ZxzzwbW42tDzq5XgZxzVzvntjrntq5ateQj9ERqQnEszU4xLGFS0Wgg59wwcBvwPKDfzApDn9cD+4LH+4ANAMHry4CjxevneI+IiIjInMoZDbTKzPqDx53Aq4Dt+KTl9cFmVwLfCh7fGDwneP0Hzs/pfyPwpmC00GZgC/CLGh2HiIiItKhyJoVbC1wXjNyJADc4575jZg8DXzWzjwO/BK4Jtr8G+KKZ7QSG8COAcM49ZGY3AA8DWeD9zrlcbQ9HREREWs2CyYpz7n7g/DnWP84co3mcc9PAG0rs68+AP6u8mCIiItKuNIOtiIiIhJqSFREREQk1JSsiIiISakpWREREJNSUrIiIiEioKVkRERGRUFOyIiIiIqGmZEVERERCTcmKiIiIhJqSFREREQk1JSsiIiISakpWREREJNSUrIiIiEioKVkRERGRUFOyIiIiIqGmZEVERERCTcmKiIiIhJqSFREREQk1JSsiIiISakpWREREJNSUrIiIiEioKVkRERGRUFOyIiIiIqGmZEVERERCTcmKiIiIhJqSFREREQk1JSsiIiISakpWREREJNSUrIiIiEioKVlpRpkpmB6p7T4fvhFu+/Pa7lOklHwexgdru88jO+Hr74bMdG33K1LK+GFwrnb7y6bg6+/ysSzHWTBZMbMNZnabmT1sZg+Z2e8G65eb2S1mtiNYDgTrzcw+a2Y7zex+M7ugaF9XBtvvMLMr63dYLe5fLodPnFbbfd7wdvjRJ/0/EZF6+9nfwl+eCSN7a7fPW/4PPPh12HVr7fYpUsqRHfCXW+Cuf67dPg8+CA9+A77+ztrts0WUU7OSBT7onDsHuBh4v5mdA3wIuNU5twW4NXgOcDmwJfi5Cvg8+OQG+AhwEXAh8JFCgiMV2v9Lv0xP1n7f9/1b7fcpcqKdQUJx6KHa7bNzuV/e/OHa7VOklOGn/PK+r9Z+3wfvr/0+m9yCyYpz7oBz7p7g8RiwHVgHXAFcF2x2HfDa4PEVwPXOuwPoN7O1wKXALc65IefcMeAW4LJaHkzbGdxeu331rvXLgw/Ubp8ipfSs9svBR2u/z4mjtdunSCmpUb8cP1y7fabHZh/nMrXbbwuoqM+KmW0CzgfuBNY45w4ELx0E1gSP1wF7it62N1hXar1U63ANk5XulX45OVS7fYqU4oLmxlrGcGbKLzv6ardPkVImjgTLGva9So3PPh7ZU3q7NlR2smJmPcA3gN9zzo0Wv+acc0BNehmZ2VVmts3Mtg0O1rgDXivI52Yfj+5f/P52fh/+4XmzV7iHt/vqzVp2GmtDiuMFFE70o/sWv6+RffCFl882YY7u881LujJdFMXwAgoxnJ1efF8/5+Crb4Wb/tfsuid+fHzy0ubKSlbMLI5PVL7snPtmsPpQ0LxDsCzUhe0DNhS9fX2wrtT64zjnrnbObXXObV21alUlx9Iepo7NPh47uPj97fg+HN0JT7scVj8DDj0Af3MufOf3Fr/vNqY4XkDhanT80OL3tf8e2Hc3rHsObH6xX/f55/sfdRivmmJ4ATM1Ku7483I1pofhke/4Gu5n/Bpg8O3fgU+fAUNPLLKgraGc0UAGXANsd859puilG4HCiJ4rgW8VrX9HMCroYmAkaC66GbjEzAaCjrWXBOukEsVVjrU40U8chmXr4Y3Xw1W3wW/+p09atn978fsWKaUQx7VIuAv7uuJz8I4b4bduh3PfAEce8z8i9VB8Lh47UHq7chSG8T//d+AN/wq/ey9c9klfa6PRbUB5NSsvAN4OvNzM7g1+Xg18AniVme0AXhk8B7gJeBzYCXwBeB+Ac24I+BhwV/Dz0WCdVKJwco91wvDuxe9vYhC6gv4qsSRseiGcdamfx0VNQVIP2ZTvGxXr9FeU06MLvmVeher4rpVgBmvPg/Pe5NfVej4ikYLxQxDr8I8LI4OqVUh8Cn0HBzbB1mD4smIYgNhCGzjnfgJYiZdfMcf2Dnh/iX1dC1xbSQHlBPu2+eXTfwUe/S+fUFipP08ZUmPQteL4dYluyGf9P5V4R/X7FpnL/l8CDs75Vbj/a3DsCZ9gVCs16hOfWGJ2XaLHL4tHV4jUSjYNB+6Dp/8qPHCDj+HFSAVxWtw5PJqASEz9VgKawbbZ7P45rD7Ht8+nx2BykcM0M9MQ7zx+XbLXL9MTi9u3yFx2/9Qvn/0Wv1xsm/xcMTyTrCiGpQ72/9I30Tz9VyDZB8eeXNz+ssFItnjX7DozH8eKYUDJSnPJZWHPnbDx+TCw2a9b9Il+8vgvCPiaFYC0Mnqpg90/g1VPh1ODya0Xe1WamZonhnWilzooJNwbX+CbbBZ9Hi4kK3Mk3YphQMlKczl4v08gNj7ff0GgRif6E78gSlakTnJZeCpIuDv6fBNkTRLuEjUrqkKXetj9M1j5NN/HZGBTDc7DwWzkcyXdasoElKw0l90/88vTng8DG/3jWmT0sRNO9NGkX+bSi9u3yIkOPeBPvhuf758PbK5Rwn1C36pC/xXFsNRaPgdP3TEbw8s3w7Hdx8+BValCzUpsjjjWfEGAkpXmsvtnsPx06FvrryR7T138iT47R81KNO6Xuezi9i1yokLCXXyiH3pycfucqykzEsRwXid6qbGDQcK96YX++cBmH2eLmeCwVDNQJK5kJaBkpZkcuBfWbZ19vnzz4mpWchk/6uekE30wSEwneqm1A/dB3zroO9U/H9gMo3v96IpqZefoYKuEW+rlwH1+ue45frm8Bv0HM1M+MSnEbUE0rvNwQMlKM0mPQ2f/7PNqqtDv/lf4k2U+UZlpJy11oteXRGosPQEd/bPPl2/29wmqZJ6KIzt9DO+72z+fs2ZFCbfUSaHDa+FcXBjsUMm52Dn4iw3wk7/xz+fqJA5BzYoSblCy0lyyqePbNJdv8hMTpSfL38etH/XL2//SD/mEk9v7VYUu9ZKdPj7eZk70T5a/j8dv88svvNwvM1Mnt/Wb+YRFCbfUWjY4bxb6+i1b78+ZldSspMb8/EDf/4jv65KZnHtOq2hM5+GAkpVm4Zz/ksQWcaLP52fnZXniR6V7oEeDq1Jl9FJrJyXcVVyV3v2vxz+f76pUJ3qptWzKL2PBQIRIFPpPqyzhfug/Zh+P7J17VCaoz0oRJSvNovAFKc6++0/zy5G95e3jkaL7/Yzuh6ngbgdzdeoCneil9k6sBelZ42fqHNlT3vtH98OhB2efH9kx99Bl8M2ZSril1rJBDBfPHN6/ofzzcD7vb1JY8PgP527KBPVZKaJkpVnMVD0WnegLJ+jCa/NxDm7/tH986Z/7+wrd/MfBfkq19+tELzV2Ys2Kma9OLyTjC/nZ3/nlKz4CnQPwH7/l51KZ86pUVehSB9nUbK1KQbyr/Bh+9Ca/fMavw/oL4Xv/B4YeLxHDUSXcgQXvDSQhcWLVI1Q2H8qO7/khd1f8A5z/Vji6C7ZdE+zzhLZSjaSQeslOn3yijyXKO9GPD8K2f4FnvxVe9Pt+rqGvv8u/VrJmRcmK1NiJzfHgawdzZcRw4aJx+enw61/wF43/+EI4/DBsfOHJ26spc4ZqVppF4d4RxRO4FZKKck709/4b9JwCz3qjf37Jx2Zf00gKWSpzDjNOlJdwP/z//Pfg+UEV+jNfB6e/bHYfJ4rEVDsotZcpkayUcx4+vN1PQfG89/u+gSvOgJcHNdxHd568vRLuGUpWmsXMpEFFX5JYBTUrI3th9dNnE5xENzztv/nHXcuP31ZDl6VeMpMlrkrLieE9fttVT5td96zf8MviIf0FSlakHubqI1XuTLOFfi2nPGt23TN+zS8L87YUi8QXNzNuC1EzULMo3OMkWXwL8QqSlbEDsPKs49f9+j/5ttIVZxy/Xh1spV5S47N39S6IJcu7Kh07CL2nHN+x8Vlv9HG99lknb6+rUqmH9BwxHE2W1ww0dsAve9fOrus7Fd77s9mJEo/br/pdFShZaRapUb8s/pIU7n+y0Ik+M+VHURTuJ1SQ7IW15528vfqsSD1kU/6Enuw5fn25NStDj0P/CTEcicL6Oa5IQe39Uh+psdkbZRbEkuXNwjz0uI/L4mQFYM0z5t5eQ5dnqBmoWaSCO28WJyuFdvqFTvRjBwE3O9R5IeqzIvUwV+0glJ+sjO4vP4bBX5Uq4ZZaS43NUbMSL69mZXS/r0GJlllPEI2rKTOgZKVZpIMTfXFGX26yMjOSaI4ZEueioctSD4Vb3Vd7VTrXKIz5qGZF6mGupsxo0p+HnZv/vXN1MJ9PJKqalYCSlWYxV82KWXm90HNzDHuej5qBpB7mimEof9hnNl1+DIP6rEh9zFWzUmiSXyjecum5R66VooR7hpKVZjF1DLDqqtALV63RMk/0agaSepgMZkw+ceROuR1sc6kqTvRKuKWGchlIjRx/M04oGuywQBzPNaHcfArNQAvV2LQBJSvNYmIQulac3NZZVrJSmP22zBO9bgIn9TAx6Jfdq49fX04NSD7v47yiE71iWGqscG+1nlXHry8k0Qs1Z2ZT5V80QtHITCXdSlaaxcQgdK88eX05V6WFbL/SL4lqVqSWJo74ZfeJJ/oyhn0WEnJVoUsjzSTcJ8RwrMz+g7lU+ReNUHRTWcWxkpVmMVenLgiuSstsBqroS6KbwEmNpUv0WSmng22l/a4gqB1UDEsNzYxom6ODLZTRDJSusmZFyYqSlWaRy8x9VVnohT7ve6upWdFkRFJjhavDQgfugkr6XVUyGiiqGWylxkrV8BWS6HKS7kr7rIBmsUXJSvMo1bmwnKvSmRO9RlJIA2WDGC6egRbKGw00k3CrGUgaKFdisMLMCMoy+qxUWjsIOhejZKV5lBryVsmJvtIvibJ5qaVStYOxRHkdE0EJtzTWTLJyYu1gmc1AFQ9d1sjMAiUrzSKXmbvPSVlV6GoGkhDIpU8+yUN5TZnZamtW1AwkNVSyGaiC0UDVNAMp6Vay0jSypZqBKrkqrbSDrb4gUkO5EsM2Y0lwuflr8qqpHdTQZam1Uk3qFdWsaOhyNZSsNIt5O9hq6LI0gZIxHJyQ5xuCX+nEhqAYltor2QxU5gy22WkNXa6SkpVmMV+flXI72FZSha6bwEmtzdcMBPMn3VXVrGj4vdTYgs1A88RwPu9rSCq9vxUo6aaMZMXMrjWzw2b2YNG65WZ2i5ntCJYDwXozs8+a2U4zu9/MLih6z5XB9jvM7Mr6HE4LKzkaqIw+K7mUD/pIBblpJOar5kVqpVR7fTn3ValmRFskqhiW2iqVrFSScFfVwVZxXM5/r38FLjth3YeAW51zW4Bbg+cAlwNbgp+rgM+DT26AjwAXARcCHykkOFKmXGbuE3U5zUCV3gAOgg62uiqVGspl5q9Zme+qtNoTvWJYamkxHWyrGdGmZGXGgsmKc+52YOiE1VcA1wWPrwNeW7T+eufdAfSb2VrgUuAW59yQc+4YcAsnJ0Ayn1JV6OV0sK10IiLQiV5qr1Tnwpn2/jqc6BXDUku5Uh1sy4jhqm4ZEfVLxXHVfVbWOOcOBI8PAmuCx+uAPUXb7Q3WlVov5XBugXlWyriRYSUdE0HzrEjtlYrhcu6rUs3QZYuCy/u+AiK1ULgwjJx4Q9lCM1CtE24lKwWL7mDrnHNAze5fbWZXmdk2M9s2ODhYq902t5lpyqucbj+brqwHOvgvib4gVVMcz2GhDrblNANVU4WufitVUQzPoZBwnzgLczkdbEvNfjufmWYgnYurTVYOBc07BMvDwfp9wIai7dYH60qtP4lz7mrn3Fbn3NZVq1bNtUn7ma+9PpYo767LldasWFQ1K4ugOJ5DqQ62ZTUDVXFvoJmrUsVxNRTDc1iwKXO+4fdKuBej2mTlRqAwoudK4FtF698RjAq6GBgJmotuBi4xs4GgY+0lwTopR6FmpdSJPp/xTUWlVFWzovZ+qbFSHWzLaQZa1EgKxbHUyILD7+cZ0VZV7aAS7oLYQhuY2VeAlwIrzWwvflTPJ4AbzOzdwG7gjcHmNwGvBnYCk8A7AZxzQ2b2MeCuYLuPOudO7LQrpZSaiAiOvyot9SWopmZFfVak1kr2uyqjGWhRIymUrEiNlIrhSMTHWzkxrIS7KgsmK865N5d46RVzbOuA95fYz7XAtRWVTrz5gjxWdKIvdSKvauiy+qxIjZWqQi+rZmUxIymUdEuNzFdLvVD/wWoSblMH2wLNYNsMZjrYlphnBRb4kkxXdpIHNQNJ7ZWsQi+jc2Ihhk/s2DgfjaSQWpvvrsnReJkJt2oHq6FkpRnM2wwUP36bOd+fqqxjImgGW6m9Uk2V5bT3Zyu8ARyoc6LU3nw3Iowly2zKrKYZSMPvlaw0g/k6ZsXKae9XB1sJgexC86wsMHS5mhgGxbHUTqnaQVi4GaiqG8qqdrBAyUozmGkGWqCDbcn3V9PBNqK2fqmtxcyzkk1XVzsIOtFL7czXDLTQNBJV3d9KMVygZKUZzNfBttw5KlSzIo2Uz/sh9nP2uyo0ZS4w7LPSflemDrZSY/MNVihMI1HKooYu61ysZKUZzNcxq241K0pWpIbyi6wdnG+0Wyk60UutzdsMFF/gRobqYLsYSlaawXzNQDPt/Qt0TtSNDKWR5ht6XO5N4KoZ0QaKY6mdeUcDLXCftuy0X1bVwVa1g0pWmkF63C/jXSe/VtZVaZVDl+dLgEQqkQpiODFXDJfRDJSdrjzhLmeknEgl0uMQ75z7tWiyvBlsq6lZUQwrWWkKQ4/75cDGk19bKFkp9BWo9ETfsxoykzA9Wtn7ROYyE8ObT37NrIyr0iqGLnev9suxQ5W9T2QuuQwMPzV3DMPC86zMNAOVaEaaS7LXdywfVwwrWWkGR3bAsg1zZ/SFwC/VVpqrogc6QN86vxyd836TIpU5usMvV5w59+sLJSu5KvqsLFMMSw0NP+WbFFdumfv1smK4o7KJDc38uXhkb2VlbUFKVprB0Z3znOQXmME2PeGX8e7KPnPZer8c0YleauDoTh+ryzbM/fpCV6XpibmbkObTvRoicZ3opTaO7vTLkufiMmJ4rqb8hSxbp4QbJSvh5xwc3TX/FSmUbiudCu4X2bW8ss+dqVnRiV5q4OguWHGGn79nLgtNqDU5BJ0VxnAkAn1rdaKX2jiyQO1grIwYrvQ8DNC3XheNKFkJv4kjkBqZP5uH0l+SySBZqfRE37sWLKKrUqmNozt9slJKNFE64XbOJ9060UsjHd0JnQOl43ChZqCpIf/+Si1bB+MHIdfeo9qUrITdglWPC0xVPnXMLyv9kkRj0HOKTvSyeLksDD1ROoYhmKOiRAynx31fgWpP9KodlFqYrzkegmageUYDTR2r/KIRfC23y8PYgcrf20KUrITdTMfEElelsQVuAjfTDKQTvTTI8G4/Im3eE/08V6XV1g6CP9GPHtCN4GTxju6CFSU618LCNSuTx6qrHSz0H2zz5kwlK2F3dKfvJNh/2tyv16sZCIJe6O39BZEaOLrLL6u9Kq223xX4E30+AxOHK3+vSEFqHMb2L9yUOd8MtlNV9LuC2f6Dbd4kr2Ql7I7uguWnz04dfqKF5lmZOub7niT7Kv/sZet9Nu9c5e8VKVioKRPm75xYbVMmaFSb1EZhnqBqawezad+cuZgYVs2KhNrRnaXH9YOvdYH5r0o7B0qPwpjPsvV+5tBC7YxINY7uhI5+6FpRept6NgOBmjNlccpJuAsxPNfFXSHhrqY5vqPPX2y2ecKtZCXM8jmf0c9X9RiJ+CmZS3VOrGbIZ4FO9FILhY6J802GNd8cFTMn+kW097f5iV4WqdCUufz00ttEE4Cb+z4+U4tIuCHoe9XeMaxkJcyGn/In8PmyeZh/jopqh3zC7AygOtHLYiw0igLKrFmp4qq0cwBinW1/opdFOhrMIj7fxITz9R9cTAyDPxerz4qE1sQRv+w5Zf7t5u2ceKz6L0if2kqlBiYGoXfN/NvMN8/K1DFI9FZ2T5UCM53oZfEmBqGnjBiGuZOVxXQSB9WsoGQl3Aq3FI93zL/dvFelVY7tB+hepenKZXHyeR+bsRJ3qi2YL4anhqpr6y/QvVVksbKp0ndbLojNk6wspt8V+ObMiUHITFf3/hagZCXMCv1QYotIVhbTDBSJQN+pbZ/RyyIUJitc6CaE0UR9+l3B7Kg2kWplp8uLYShRs7KIEW2gG8uiZCXcCjUrC31JYiWSlcw0ZCar/4KAr/rU7cmlWjMxvFDCvUBTZrUJN0DPahjXPCuyCNlUeReNULoZKJqARIU3lC0oNEFNDFb3/hYQa3QBZB65RdasLDabh2D+i3mmkBaZT2GSrHKuSuerHRzYWH0ZYh3gcn6URqn5iqRi+bwfohuJzDPKqwLTmRy5vCMRixCLGM5BNu/IO0cu78jmHU8dneTJoxMcGJni3j3DpLN5f6/XiTRmkIxFuGjzCi46fTnxaISeZIyOuP+br+lLEj2hrIaRiJVxzR7UrOTzjvF0lj1Dk/QkYwx0J+hNxjAzXCSOwUnny0wuT2TiKJHO5WRyjql0lnjMyOYdUTM649GTfofpbJ5oxGbLOzNT+TyTzrU4JSthli23Cr3EVeliO3WB/yeSmaz+/dLeyq5ZmaeD7WKbgaJFcxEpWamZh/aPcsXnfsKyzjgD3Qn6O+PkHKQyOaYzOaYzeaazOWKRCH0dMTL5PNmcI5NzZPN5cjmHAyIGsWiE4ck0+Qrmn1zZk2BNn4+rvo44sagxOJbisz/Ygbu1/P0kohHMoLcjhnMwMpXBDDK5IBkz+HFimJ8fHuR/brtpjnIk6U5GeebIg3wuBr/5zz/hMfYyOJ6iKxFjdDrDP8YeYaPFueyPvztnGaIRIx418s4nKoXPHehKkM7mOc8e5UvAh//9Hh7ujjKZzhKLRFjR42tzCgld3kE8aqQyebL52SQvl88zlckRNSOdzTMylSGTc3Qno6SzeXo6Ypza30newSl9/v/NVCZPf2ecRCxCOpunOxnFiqYfcM5xeDQVHH+M8VSGaCRCImpEIsbFp6/g0mcsMDikAkpWwqxwoo9W2d6/2E5dhX23cTYvi1Ruwh1LzH0zznwOpkcWn3CDj+OFOqtL2Qa647z/ZWdybDLNsYkMw1NpopEIHb1JOuJROuIROuJRpjM5JtM54lFfYxKLRohHjVgwUWXhH+1AV5zuZIx0Nk8mlycaiRCNgJkRC2oZ1vR1cNaaXk7p66CvM3bcP8+Cw6PT7Bqc4PDYNNOZHIlYhHweDoxMnbT9ZDrL0ESGjniE6UyeyXSWlT1JcnnHfXuHec5pA3QmovTflWfL8hX81sbT2T8yzYWbl9MVj3JkPMWOw+OMTmU4q3clHIRnn9rF8s4VM4lGRzzCMx/LA6t4z5bNmPkEJxoxMjlHKpsjk8uTyTnMYGQyM7PN0ESaqXSOs/Nj8Cic0hNhb0ec3o4YB0amGZvOEjGImBEJju3AyDSrepJ0JWMzv7eoGUfGU3Qmoqzu7WBZkIRMpLI8enCM7mSUyXQO5+CxQ+MkohEcjgf3jdARixCLRphMnzx/TCr4/U4Ff+OBrjgOyOUcyVhUyUrbKLtmpcQ8K4uZTGtm3/G2vzV5vTjnZqq5wV/hTWfyRCJ+EsypdI6B7sTM9odHpzk46k9Qm1d2c2r/8aMTUtkcY9NZeoKTVM45nPMnsmjEiBhzntzrqtx+V6WS4ukRwFWVcLvg9+oicd85L58lH/y+Y9EI+by/si9uGsjnHZGIMZ3Jsf3AKGPTWUanMxwZ81fJkYjREY+wYaCLTC5PcUVAIhqhKxHl4Og0yViURCxCLu8Ynkyz++gkq/uSrOnroK8jznQmhwOWdcYZncowlcnR3xUnHvX/wNf0ddCTDPfpef1AFx+85GmNLsZJVvd1sLqvxknp3VnO23QK513+9NLb7BqDL8LvvXQTbHz28a89OQUrzuCPf+Wc6j7/YAwehd956SY458Lq9tHkwv1taHflVqHHO+e+UdvUIiciAtWs1Mk//HAnn/qvR49bF40YuTnqwbsTUeKxCMOTxzeTdMQjmG8lJ+fcTPVxKR3xCCt7kvQkY/R2xOjtiNOTjLGyJ0lvR4yx6SyHx6aZSGUZmkizb3iaZZ0xHHBkLEUqmyfvHD3JGBEzxlJZepMx+oOrqbHpLL0dMQxIxqKc2t/BuvEH+VPgPx44wuN7/PFOZ3JMpHMzV8DLOuO8OXWE33B5/uDLP4FkL5mcwznHqvQe/gj4+sMTPDHyCL0dcVKZPE8enSDvHJlcnrHpLBOpLBOpHE8N+SbLzkSU4ck0HfEor3M7+FgUXvKJm9md9vfISsYipILf19PX9pHPOw6MTDGeytIRj855FbmU/untz6npVaksUjmjgeLBhHHTwye/NjUEXc+t/vMXugdcG1CyEmbl1qxsuBB++AmYOArdRfdfqVkzkDrY1trWjcv53VdsIRYxjk1muOPxo7zs7FV0J2NMpnJ0JaMcm0gTiRjZnGN8Osup/Z0849Q+dg9Ncs9Tx1hXVLNi5tvtO+JRxqYzM7UpZr62IJf3bfHDk2nGUlnGp7MMjqV4fHCc3UOTM7czWdffyUB3nIGuBGef0sdYKsPIVIatGwfo70owMpkhm3ck4xFc0L4+nQ3+sTsIcieGxtPsH55m/NARSMAN9w5yh9uJcz5p8glTnKet6WUineWeqS38BpB46sfc4p5LLBIhFjXOTO0B4Id7snx35+MzyZwZrOhO0h80HfQko6zsSbK2v4OBrgQ9yRgTqSzpXJ6LMqfAE/Dac1fh+k+baWboTkQZmcqwa3CCrkSUi05fTiwSIWKQjEdY19/FWWt6MDNW9yYxg2zOMTSZZngyHWw7WytzZDyFGZzS18F0Nk8unydiRiIaYfOqbkanshwKasaSsUiQ4GVY1hlnIp2bqQkCeNb6ZfUKPamUc8FcQQtcNJ5yrq/lfuJ2eNrlx79/cmiRF40L3AOuDShZCbPMpE8WFuoUeOYr4Yd/AY/fBue+fnb91DH/BZtviuiFzHfPFqnahZuXc+Hm6pPId7O5ZmWZTGeJRyMzCU5NPTYF/wZf/h8vJXLahUylc75G6MTmqOz58Kk/5+PPPMTHX/PKoven4d/g79/9SrJrzyedy5OI+jb0st2/E56A/+/lm+e/z1aZNlHd8NO1y+Bpp/Qu+vNliRUGGCzU3ynRBZteCDu/D/zF7Pr0BOQzi79ohLY+Fy/5PCtmdpmZPWpmO83sQ0v9+U0lPQGJnoW3O/V8/0XYccvx6xc7igLUDNQGuhIx4tFI7RMVgPQ4AJEO/0+6MxGdu99MLAGnv9Sf6IvvWjt5NCjkALFohK5ErLJEBea/Z4vIQtITflnOufjMV8KRx+DY7tl1MzGsZGUxljRZMbMo8DngcuAc4M1mVmWPozaQGodkGV+QSBTOfAXsutVPb14wug/61i6uDGoGksUIkpWyJsM685Uwssef7AsKM3b2LiKOdaKXxUiN+WU5ycqWV/nlzu/Prhvd75e9p1ZfBjUDLXkz0IXATufc4wBm9lXgCuDhivby8I3+jsTVcsFwyNSYn07eCs0swRXdzJVduc+pcPsyn++729/ArRxnvhIe+Hf4wcegK+i3cng7nHZRee8vJRr31aA/+/vF7WcpPfc94R+iuu9u2P3zRezA+fidOgZdK30VdFVxVucY3v9Lvyz3qhR8k+a6rf7xzlt9PC90X5b5FJKVe78CT/y4+v0spaddXpMmq7oaOwgPfH0RO3B+lu3C7K7dK2sQd5S/fbn7LswaW86F44ozoX8j3HM9ZKb8ukMP+eWy9Qu/v5RCDD/xI3Dzd6QPjbXPgs0vrtnuljpZWQfsKXq+Fzjuv6mZXQVcBXDaaafNvZd7roedt8z9Wrks6v8RF0bcLKmgGnymOnzu586M3DPfSAzYPzzFzsPjJIPhkIUJfxyO1b0d9K94Pqcmeon85DPHfdL4imcxOTbNk0cmGRxL+fcHQ1rjUWM6kycRi5DJ5RkcSxGJGImoEY9GiEcjbJ5eyTNdDr73R3X/rdTM+W9teLKyYBw/cTt8/08W+yl+BEJmYpH7qfKzYcEY9hNGPA2SfQvvsn8DrL8QHvoP/1Nw5qsWV9Rl6/0NOe/8/OL2s5QGNjU8WVkwhof31Oa8EO9uUAzD8XE7Twx39MPKs8rYncEzXwc/+QwcuHd2fdcK6C/x/6wcsaS/P9Bj/+V/msFF761psmLFPdDrzcxeD1zmnHtP8PztwEXOuQ/Mtf3WrVvdtm3bTlr/H3fuYHB0gr7OOPfsPsbzTl9Bf1eCg6NTwZTNkMv7SYW6ElEOjEwTi0BnIkY6kyMWi9HX1w84MlOjPHpwgol0jlP7O+juiBOLGIfH0vR1xEnn8xhweCzNVDrPQwdG2Tc8hSskFEGZHEZPMsayzji5vJ/PIhLxSUAm70gF0ye/7GmriUaMsekMY9NZxlNZDBjoThCLGCNTGQ6M+MmMRqf8aAaz45vxS0mQoTuaoycZIx41JtJ5DqXiFf+dTtRt07zwjOWcu24ZLzhzBedvqKxX+2OHx9h9ZJLtB0Y5OpFmWWecdQOdnLGqh5W9SeIRm+k06SdRirKs0+fRLvgNF4boliXZW3TCmWVmdzvntlZU+BqYM46zqdI37itXots3AabGmY3EMk++1Txfijla8rnZPgIFiR5/U83FyEw1VxV6vHO26r9IqGI4l1387NaxDt9fKTMF+cJ8TmXEZZhj2LnZpqOCwnEuRi4zW1vTDKKJkheN1cTxUtes7AM2FD1fH6yryHe2D3PrI7PzitzwwEgVRZm9ZfxAV5xs3jE2XXo/py7roCsZ44y1y3n9RQNEI344Y2c8yngqy+h0lp2Hx5hI5Tg4Ok1/px9SGY/6e08YxoGRKX68Y5BENEJPMM/FQFeC4akMTw1Nkoz5WR/PWdvHqt7kzPNYxOhMxNiyuofORHRmauZoJEI2l2ff8BTZnGMynWX30UlSwdDMbN7x9LV9OOfYuKKbtcs6yOX9LInRIDGKmM1MPrWqN0nELJhNMU86myeVzfO9hw5y4337+d6uA/zV7Qf4w8vP5srnbyIZKz1KKZ93DI6n+PObtvOte/fPrF/Zk5iZ6nk+XYkonfEo6aAsK3uSM7VBQxNpVvd10BmPMpXJMTKVIRH1ieFpy7v4u7ecz9pli2g2WAqx5MJD0stVTvV0s4hEoaOMWphKxTsX15QkJ4vGIFqjv1Ur/W3M6hPD0ficCWy7WOpk5S5gi5ltxicpbwLeUulOrvnN5zKVznF4bJqhiTTJWJRsPk8yFmVtfweJaISpdI5k3C8n0zn6OuJ0JqLknWNwLHXczatW9fg5FNK5PPFIhOlsjs54dKY2Yzydpa8jvEFS78usZ65bxu9f8jRGpzO8/8v38Oc3PcJffu8xtm4c4A8uO5tVvcmZycAe2DvC7TuOcP3Pn5yZWOu3Xnw6v/rsU1k/0MWyzjjZXJ6HD4zy6MEx4tHITEKSzubZMzRFZ8LP5DqdyZHK5ulKRBmdyjCeyhGPGr0dMZ4amqQr4cM37xzLu/0cIPuGpxjoWuQVjIiIhMqSJivOuayZfQC4GYgC1zrnHqpmX52JKBtXdLNxxdyjDAp32uxKxFhxwmsbls8970ihpqDwT7BQYxjmRGUp9XXE+ecrt/KD7Yf55Z5hvn73Xl77uZ/Oue2Ltqzk5Wev5hmnLjtpPpFYNMKz1vfzrPX9NS+jc27pp5QXEZG6WvJJ4ZxzNwEn37pSmkIyFuXyc9dy+blrec8LN3P7jiNkcnmOjvvOuees7eOMVT0lE8J6U6IiItJ6NIOtVG11Xwevf84ihuOJiIiUYclnsBURERGphJIVERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQW9J7A1XKzAaB3SVeXgkcWcLi1JOOZWlsdM6tWuoPnSeOw/y7qpSOZWmELYYh3L+vSrTKcUD4j6XiOA51sjIfM9vWiBt61YOOpT210u9Kx9K+WuX31SrHAa11LAVqBhIREZFQU7IiIiIiodbMycrVjS5ADelY2lMr/a50LO2rVX5frXIc0FrHAjRxnxURERFpD81csyIiIiJtoCmTFTO7zMweNbOdZvahRpdnLmZ2rZkdNrMHi9YtN7NbzGxHsBwI1puZfTY4nvvN7IKi91wZbL/DzK5swHFsMLPbzOxhM3vIzH63WY8lTBTDS3ociuE6UAwv+bG0dxw755rqB4gCu4DTgQRwH3BOo8s1RzlfDFwAPFi07lPAh4LHHwI+GTx+NfBdwICLgTuD9cuBx4PlQPB4YImPYy1wQfC4F3gMOKcZjyUsP4phxXCz/yiGl/7v3u5x3Iw1KxcCO51zjzvn0sBXgSsaXKaTOOduB4ZOWH0FcF3w+DrgtUXrr3feHUC/ma0FLgVucc4NOeeOAbcAl9W98EWccwecc/cEj8eA7cA6mvBYQkQxvIQUw3WhGF5i7R7HzZisrAP2FD3fG6xrBmuccweCxweBNcHjUscUqmM1s03A+cCdNPmxNFgz/y6a+u+uGK6ZZv5dNP3fvR3juBmTlZbgfH1c0wzFMrMe4BvA7znnRotfa7Zjkdpotr+7YlhO1Ix/93aN42ZMVvYBG4qerw/WNYNDQTUcwfJwsL7UMYXiWM0sjv9yfNk5981gdVMeS0g08++iKf/uiuGaa+bfRdP+3ds5jpsxWbkL2GJmm80sAbwJuLHBZSrXjUCh5/WVwLeK1r8j6L19MTASVOt9EvhVMxsIenhfAty8lAU2MwOuAbY75z5T9FKlx3IzcEkjjyVE2imGbwbeZWavVQy3FMXwEmv7OG50D99qfvC9nB/D90b/o0aXp0QZvwIcADL4NsF3AyuAW4EdwPeB5cG2BnwuOJ4HgK3B+ieBTwM7g593NuA4XoivVrwfuDf4eXWlxxK89q5GHkuYftolhoPXjuCv3BTDLfSjGFYcL+WPZrANMTN7EniPc+77Fb7v88Bq59zrguefBLYCr3T6g8sSqyaOg6v1g8BLnHMPBOtW4xP4jc65wToUVWROizgX3wecUbSqG3iZc+6HtStde2jGZiABzGzYzF5Y4uUPAuea2W+a2YvwVxNXKlGRsCkVx252OOzbila/GbhViYqEyXznYufcec65HudcD/D7wKPAPUtawBYRa3QBpDrOuf55Xps0s7fjJwQaA37bObd3qcomUq754hg/Z8S/m9mHgkT77fgJsERCY4EYBiBIZj4OvNCdMIJHyqOalRblnLsTPzOhATc0uDgiFQtieBJ4qZmdDZxJ83TiFAH8NPn4c/CVzrnHGl2eZqVkpUWZ2fuBJLAf+IMGF0ekWtfhm4LeDnzdOTfd4PKIlM3MOoH/B/yNc+67DS5OU1MzUPjFzayj6HnWOZed7w1mdha+yvGl+CvTX5jZd51z99atlCLzqziOA1/C33dmDJ+wiDRKNTF8LfCIc07Nl4ukmpXwuwmYKvr5EwAzGw86zx7HzGL4E/wnnXP3Oed2AB8GvmhmySUrtcjxKorjAufcHnyHRAf8uP7FFCmpmhh+E/BrwTbjC8W7lKahyyISamZ2LbDfOffHjS6LiDSGmoFEJLSCG7b9Ov6mbSLSptQMJCKhZGYfAx4EPu2ce6LR5RGRxlEzkIiIiISaalZEREQk1ELdZ2XlypVu06ZNjS6GtIi77777iHNu1VJ/ruJYakUxLK2gmjgOdbKyadMmtm3b1uhiSIsws92N+FzFsdSKYlhaQTVxrGYgERERCbUFkxUz6zCzX5jZfWb2kJn9abB+s5ndaWY7zexrwS3dMbNk8Hxn8Pqmon39YbD+UTO7tG5HJSIiIi2jnJqVFPBy59x5wLOBy8zsYuCTwF87584EjgHvDrZ/N3AsWP/XwXaY2Tn42fyeAVwG/IOZRWt4LCIiItKCFkxWnDcePI0HPw54OfD1YP11wGuDx1cEzwlef4WZWbD+q865VDBnwk7gwlochIiIiLSusvqsmFnUzO4FDgO3ALuA4aKbOO0F1gWP1wF7AILXR4AVxevneE/xZ11lZtvMbNvg4GDFByQSBopjaXaKYQmTspIV51zOOfdsYD2+NuTsehXIOXe1c26rc27rqlVLPkJPpCYUx9LsFMMSJhWNBnLODQO3Ac8D+oM7/IJPYvYFj/cBG2DmDsDLgKPF6+d4j4iIiMicyhkNtMrM+oPHncCrgO34pOX1wWZXAt8KHt8YPCd4/QfOz+l/I/CmYLTQZmAL8IsaHYeIiIi0qHImhVsLXBeM3IkANzjnvmNmDwNfNbOPA78Ergm2vwb4opntBIbwI4Bwzj1kZjcADwNZ4P3OuVxtD0dERERazYLJinPufua4Pbtz7nHmGM3jnJsG3lBiX38G/FnlxRQREZF2pRlsRUREJNSUrIiIiEioKVkRERGRUFOyIiIiIqGmZEVERERCTcmKiIiIhJqSFREREQk1JSsiIiISakpWREREJNSUrIiIiEioKVkRERGRUFOyIiIiIqGmZEVERERCTcmKiIiIhJqSFREREQk1JSsiIiISakpWREREJNSUrIiIiEioKVkRERGRUFOyIiIiIqGmZEVERERCTcmKiIiIhJqSFREREQk1JSsiIiISakpWREREJNSUrIiIiEioKVkRERGRUFOyIiIiIqGmZEVERERCTcmKiIiIhNqCyYqZbTCz28zsYTN7yMx+N1i/3MxuMbMdwXIgWG9m9lkz22lm95vZBUX7ujLYfoeZXVm/wxIREZFWUU7NShb4oHPuHOBi4P1mdg7wIeBW59wW4NbgOcDlwJbg5yrg8+CTG+AjwEXAhcBHCgmOiIiISCkLJivOuQPOuXuCx2PAdmAdcAVwXbDZdcBrg8dXANc77w6g38zWApcCtzjnhpxzx4BbgMtqeTAiIiLSeirqs2Jmm4DzgTuBNc65A8FLB4E1weN1wJ6it+0N1pVaLyIiIlJS2cmKmfUA3wB+zzk3Wvyac84BrhYFMrOrzGybmW0bHBysxS5FlpziWJqdYljCpKxkxczi+ETly865bwarDwXNOwTLw8H6fcCGorevD9aVWn8c59zVzrmtzrmtq1atquRYREJDcSzNTjEsYVLOaCADrgG2O+c+U/TSjUBhRM+VwLeK1r8jGBV0MTASNBfdDFxiZgNBx9pLgnWylJyDB78Jk0ONLolI9Z78CRze3uhSiFTv6C7YeWujS9E0yqlZeQHwduDlZnZv8PNq4BPAq8xsB/DK4DnATcDjwE7gC8D7AJxzQ8DHgLuCn48G62Qp3XMdfP2d8IurG10Skeoc2QH/+t/g6+9udElEqpPLwN9dAF/6dX8BKQuKLbSBc+4ngJV4+RVzbO+A95fY17XAtZUUUGoon4ef/4N/PBq0wGVT8OO/gnPfACu3NK5sIuW6I4jhkb2z67b9CyzbAFte2ZgyiVTi4W/NPh4/BL2nwK7b4OhOeO57wEr9y21fmsG2ney6FY486h8f2+2Xj/0X/OiTcMM7/PPhp1S9LuE1cRTu/Yp/nJ2CfA7GB+E7vwdffp1PvtOTvplIJIycg5///ezzY0/65b9fCTf9T9h3j99m1w8gl21IEcNIyUo7+fnfQ+9aOOcKOPaEX7fje355+GG48bfhb86Ff7gYpoYbVkyRku6+1icpF/0PyKVhdL9Pwgv+9VfgCy/3zURP3dG4coqU8tQdsP+XcPH7/POhJ/xF4vSIf/61t8J/fhC++Gtw4wcaV86QUbLSLg4+CI//EC68Cpaf4U/y+RwcuB9Ofxm86INwz/Wz23/qdPjFF9QRV8Ijm/IxeeYrYcur/LqRPXDgPoh3weuv9bWCg0HN4LWXws1/NFuLKBIGP/976ByAF/8v/3xkrz8PA7zmsz6Wt13jn9/3FfjKm31yk881prwhoWSlXdzxef8leM5vwrJ1kM/CzR+GwUd9X5VX/F946Ydnt99woa+S/NTpMD1acrciS+bBb/j2/ee9H/rW+3W/+AJs/zYMbIJnvg7e8/3Z7bdc4v8x/O2z4MmfNqTIIscZehwe+U/Y+m7oWg5dK2Dn9+Gnf+tff/pr4Kofzm6/5RJ44na4+qXw48/Mtce2oWSlHUwOwQM3wLPf6r8g/Zv8+l9cDRufBxcEI9Cf9Qa/fOvX4Z3fhed9AHDww0/A+GHflppNNeIIRHy8rj7H1wQuWwcWhYe+CR3L4CV/4LdZfbZfXngVvPXf4V1BM+fNH/bV7PvvVW2hNM5d10AkBhf+d/98YBPsucPXEL7kQ/783NEHZ10G/Rt9DP/2PX7b2z/lhzsffmS2n0sbWXA0kLSA8cO+fX/j8/3zM14Ob7kBTr0Aeoome1p+OvzJyOzzSz7u21Lv+Jz/AZ/5/8aXlq7sIgXDT8Ezfs2PlEj2wjtvgs7lsOqs47crjuHTLoLLPwXf/QP4xGl+Xe9a+J17Id6xZEUXAXwMrzjDj/4B+LWrYfIIrL8QIkV1B2/52uzj3jXwP34C//hCP9wZfKL+Wz+CU85durI3mJKVdpDP+GU07peRCJx16cLvM4NX/Sn0n+aHhW7/tp/EKJeFqEJHllg+C5H47PPTLi7vfRdcCWMHINnn/1nc/S9w8AHY8Nz6lFOklHzu+BheeSZw5sLvO+VcePVfwsSgT9D/63/75iMlK9JS8sHwt0gVf+7lp8Olf+Yfd/TB7p/4KsiVZXzBRGopn4NItPL3xTvglX/iHx/b7ZOVww8pWZGll89WF8Mw23QE8PPPwaGHa1OmJqE+K+2g0Iu8mmSlWOeAX6bU4VYaIJepYQyPLb48IpXKZ2ZruBejs7/tYljJSjuYqVmpMqMvSPT4ZXp8cfsRqUY+u/hkJdHtlynFsDRALWIYfJ+tNjsPK1lpB4tpBipWONGnJxa3H5FKOQcut/gYjkT9EP42O9FLSORrEMPgz8VtFsNKVtpBLuhgu+hkpVCzomRFllitmjIhONErhqUBFtNnpVgbxrCSlXZQqxN9MkhW2qytVEKgVk2Z4JPuNrsqlZCoVTNQorvtmjKVrLQDNQNJsyvEcC06JyZ6FMPSGDVLVtovhpWstINaJStxJSvSILWKYWjL9n4JiZr1WQlqB51b/L6ahJKVdlCrE300BrEOnehl6anPirSCWvZZcbm2uv2JkpV2MHbQLwtzTCyG2vulEcYO+GUtYjjZ03bt/RICzvk4rtV5GNrqXKxkpR3s/yX0rIG+tYvfl65KpRH2/9Iv1z578ftqw/Z+CYFjT/ibaZ56/uL3NdN/UMmKtJJDD8Epz6rNvnSil0Y49JDvM7X89MXvS31WpBEOPeSXtTgXJ9tvGgklK+1gasjXrNRCskdDl2XpTR71dwiP1OCU1YadEyUEJof8shbn4jaciVnJSjuYHoGOZbXZl5qBpBFqHcP5LOTStdmfSDmmR/yyFnGsPivScnIZH9C1OtHHu5SsyNKrdbICimNZWtPDYNHZ+FuMeJdftlEMK1lpdYUmm2RvbfYX74TsdG32JVKu1Cgk+2qzr1iHXyqOZSmlxvx52Gzx+4p3+qWGLkvLKARzIbgXK5Zsqy+IhER2uoYxrGRFGiA7PVsjslix5Ow+24SSlVZXCObCCXqxYp2QnarNvkTKlU3NnqAXKx58FzLtc6KXEKhlDMcKNSvtE8NKVlpdoRakZl8S1axIA2Sna5hwq2ZFGiAzVcMYVs2KtJpa16wU+qxo2KcspWxKyYo0t5rWDgY1K21UO6hkpdXVo2bF5f0oI5Glkp2uYQwrWZEGqGXtYCQGFmmrGFay0urq0WeleL8i9ZbL+nlRalY7qD4r0gC1rFkxC/oPtk8MK1lpdTVPVgptpeq3IktkJoZVsyJNLFvDPisQ9B9snxhWstLqjuzwy75Ta7O/mfH9GhEkS+RoIYbX1WZ/SlZkqeVzMPRE7c7D4M/FbVQ7uGCyYmbXmtlhM3uwaN1yM7vFzHYEy4FgvZnZZ81sp5ndb2YXFL3nymD7HWZ2ZX0OR07y1M9hYFNt7rgMRSd61azIEtn9c7887Xm12Z+SFVlqhx70ExtufH7t9qmalZP8K3DZCes+BNzqnNsC3Bo8B7gc2BL8XAV8HnxyA3wEuAi4EPhIIcGROnIOdv8MNr6gdvss3JOicJ8LkXp76mfQvxGW1ahmJakYliVWSLhrmawketoqhhdMVpxztwNDJ6y+ArgueHwd8Nqi9dc77w6g38zWApcCtzjnhpxzx4BbODkBklobfNTfcblWV6Tga2nAV2mK1Jtz/kRfy5N8she6ViiGZens/iksOw2Wra/dPgc2wbH2ieFq+6yscc4dCB4fBAr3vF4H7Cnabm+wrtT6k5jZVWa2zcy2DQ4OVlk8AfwVKdT2RD+wCTAYerx2+2xBiuMaObIDJo/UNoYBlp+uGF6AYrhGnPPN8fWI4UpCjsMAAQAASURBVGO7/Wi5NrDoDrbOOQfUbIYw59zVzrmtzrmtq1atqtVu29Pun0HPGh/UtRLv8FcHOtHPS3FcI7t/6pen1fpEf4ZqVhagGK6RozthYhA21rCGG2DFGZDPwOje2u43pKpNVg4FzTsEy8PB+n3AhqLt1gfrSq2Xetr9c98EVIu7fBZbvlnJiiyNp34O3av8ibmWlp/uT/IZjWqTOtsd1HDXPOEOLkLb5FxcbbJyI1AY0XMl8K2i9e8IRgVdDIwEzUU3A5eY2UDQsfaSYJ3Uy/BT/mRcy861BapCl6VS6K9S84Q7ONEf213b/Yqc6KmfQ9dKWLmltvtVsnI8M/sK8HPgaWa218zeDXwCeJWZ7QBeGTwHuAl4HNgJfAF4H4Bzbgj4GHBX8PPRYJ3USyGbr3XVI/gvyeSRtuqJLg0wvAdGnqr9FSm03YleGmj3T/15uNYJd88pfhbbNmnOjC20gXPuzSVeesUc2zrg/SX2cy1wbUWlk+rt/hl0LIPV59R+3zMn+ifg1GfXfv8i4K9IofYdE8E3ZYKSFamvkb2+lvvi99V+35FIWzXJawbbVnXoQVj7bIhEa79vXZXKUjj0IEQTsOYZtd9313Lo6FcMS30detgvT71g/u2q1UZN8kpWWlU2NTuBW63NzLXSHl8SaZBsyk8pXo+EG9rqRC8NUphhNtFdn/0v3+xruPP5+uw/RJSstKpcBqILtvJVJ9ENvWvbpq1UGiSXgUi8fvtXsiL1ls/4ZbROcbz8dMilYGx/ffYfIkpWWlUu7avQ60Uneqm3pYjhkT2QTdfvM6S95ZYgWYG2OBcrWWlV+Wydr0o3w9Cu+u1fJJ+tX+0g+BO9y/sOkCL1UEhW6nUuVrIiTS+Xrl82DzCwGcYPQXqyfp8h7a3uNSvBiKBjT9bvM6S95YJau3qdi/vW+USoDWJYyUqrymXqm6wk+/xSM4BKvdS7z0qy1y/T4/X7DGlv+eC+PfVKuiNR34cwPVGf/YeIkpVWlcvU96o0Fuw7l6rfZ0h7q3fCHU0Gn6M+K1InhdiK1LE5M5b0I+danJKVVpXP1PcLUjjRt8GXRBokX+dkpZBwK4alXmY62NbxwjGabIuEW8lKq6p3e3/hn0gbfEmkQeoew6odlDqr92igwr7bIOFWstKK8jk/yqGuV6WqQpc6y2XrXDtYSFYy9fsMaW/5DFikfhMbgj8Xt8F5WMlKK5oZLrcUzUCt/yWRBqn3iLaYmjKlznLp+nYSB590K1mRplQI3MLJuB5mmoF0opc6yaVnk+J6mKlZaf0TvTRIvQc6gN9/GyTcSlZa0Uw7aR1P9LoqlXrLZWY7wdZDJAaYkhWpn1y6vjEMQTNQ6zdlKllpRYXajiUZ9tn6XxJpkFyqvlelZm0z7FMaJFvnGIagGaj1Y1jJSiuamTVR86xIE1uSKvT26JwoDbIUMRxLtkXfQSUrrahQ21HXPiuao0LqbEmuSuNKVqR+6l07CG0Tw0pWWlF2KZqB1DlR6qze86xA21yVSoMsWe1g6180KllpRTPNQEvQwVbJitTLUnRObJP2fmmQbGoJOtgm2iLhVrLSiup9p08oagZq/S+JNMhS1Ky0ybBPaZCliuE2SLiVrLSipehgq6nKpZ7yeX/H2ro3AyU0ok3qZ8magVo/hpWstKKlmBRO86xIPS1Fwg1t094vDbIUHWxj7VE7qGSlFWWXsBmoDTJ6aYClSlbUwbalTWdy5PKucQXIpet70QizCbdr4HEugTrePEYaZilO9Gb+nhe6KpV6WLKalTikJ+v7GVJXk+ksR8fTDI6n+OVTw/zLT59gMp0DYGQqQy7viEaMqBmxqLGiJ8GK7iQrexJsWdPLim4fY2bG6t4kiViERDRCVyJKLBoh7xy5vKOvI86yrjjZXJ5MLk8m58jk8nQlovQk4zPb5fKOnHPk847TpqeZ7oT9B0Yxg2MTGRKxCNGIzZQ/YhCLREjEjFgkQizql0MTadK5PACpTA4HdCdiTGdzTGdyxKMRImasGs6wGbhj5yHcAvchMoOBrgQDXXGweTddtM54lN6O2l0wK1lpRUsx3T7oqlTqZ6YpcymagY7V9zNa1J6hSf7p9l3Eo5Hgx4hGIjP/A8dTWbK5PMl4lHzekYj57QD2Hpsil8/TlYyRCBKCqXSOWNSImOGAdDY/81mT6SwTqRx550hl8uwaHCcejZCIRdhzbPK4SoXz1i/jZU/rB6AzEaUzHiWbz5PL+30OTaQ4OpFm99FJvr/9cF1/Rz9MjPLLoyP8f9t/XLfPuCp6kA/H4V3X/JRJOur2OZV65ws28ZHXPKNm+1Oy0oqWYrp9aJu7fUoDzMwVpGGfYTU0keamBw4GtQx5sjlHdo4ml854FIBUNkfxyyt7/MVUJpcnl3f0dsTI5f0+0tk8PcnYTA1EIhahryNGJGLEIsbLzl5NxGAyneMVT1/N09f2saonyan9nZy1pgez8qoNJtNZcnlHPg+j0xkm07mZ45lI5cjm8zO1MgdGpsnm88QiEeKxCPGIEY0Yw5MZMvk8UbOZ8kUjPula/V3juaes4R+3XsBUJkcuD8u741hRtYY/5jzpnCOby5MNamd6kjF6krP/ovPOkXfQEY+QjEWZSGWJRyOsf+wRuAuue8d5ZJMDCx7v8GSGqUyurN/PYpx9Sm9N96dkpRUtRQdbaJshc/XinD8xZ3J50tk86aBqOZ31J8tTlnXQ1xEnlc0xPJkhYv4kWHi9cGLdMNBFNGpEDCJmDE2kZ6qSO+NRpjM5ImZk8v4fSjxqTGfz9HX4r38tq2prZqZ2cCmGfSpZqcZ5G/q55/+8qtHFWJSuxOy/wGVddfgefC9H14plrH/m2trvu2C4H4DnbuiB3hX1+5wGU7LSirJL1TlRV6XV+scf7eKT//XIgn3iClXYmVz9Os8VkpxnrlvGKX0ddCWi9HXGWd6doDsZw4CeZIwjE6mZq+ehiRR5B/GIsW94mtHpDNlcno64b+df2ZMglc0zOpUhFvHV+su7EvR0xDg0Ok1HPEpfRxyHIx6N4FzhytFxSl8HGzNP8BrgJ0+McjC9l1jE2Dc8RUc8yuhUhpGpDAdGphiZ8lfD46ksm1Z0k87mGUtlSUT9lWtHPEo0Ysc1MeSdo78rwehUht88PMK5mVF++59+PnNVPzSRJmKwrDNOX2ccMyOdPflKdCqTZyqdZVVvkogZg2MpVvQkSEQjTKRy7BueYqA7Ti7vE9O1yzroTsZmEtNUxi+jEWN0KkNfh+/3EI0YH3710zlvQ3/d/uayRLJL0MG2TUZmKllpRUvWDKRhn9U6f0M/H3jZmSSivkq5sExGI8RjRj4PB0enGZ5Mk3ewYaCTaMTI5h3j01nWLOugJxkjk8szOJaa+Wefc46oGd1JX6W+b3iK3mSMrmSMXD5PdzJGJpsnEYuy++gEXQm/j+GpNA/vH2XX4DhTmRyHx1LH9Rk4UTRi9HbEcA66ElE2LO+iKxFjOpNj1+A4jzif4GAwmcqxoifBzsPjDE2k6e+ME4tGGJvOMDyVIR6N0FHU6fDYZIbzbCevScK1d+zjB/n7Tvr83mSMNcs6WN6dYHl3gmzO8dTQJH0dMWIRYzrjmxHGprNMpXN0xCPE8hEyuTyHRqfpSsRY1hnHYgni6SzO+aaGzoixfqATM2MkSIryeUdnInpSGUYm0yRjUaYzvhljRU+CyXSOsXwWM+MZp/aRyeV9Pw6DJ49MkAv6biRjvr9FRzxyXJNHKpPnl3uGiZTZjCEhl0stzXkYWr6GUMlKK0pP+GW8u76fE2uPyYjq4aLTV3DR6eGtsk1n8zgc02m/3Htsig0DXfR0xIgYZfcJWEhhpEaxiVSW7K4k3ACfevPzmFr3fKYyOXYfnWTrxgH6OuMnvadqN30L7v8pN/yP59VmfzUw1+9EmlA+B9lpSPTU93MKndBVs1JbZnYZ8LdAFPhn59wnlroMLS817hOVSJ2n0YnGW/4L0q4SMR87yZivUejvqk+T4lz/lLuTMYj4uFq5YgUs7wLgrDW17bDnCxAPXcKtRKVFpMf9st7JSpvcVHZJJ4UzsyjwOeBy4BzgzWZ2zlKWoS2kxyBZ5y8IqBlI6idVONHXIUEpFksq4Zb6KMRwvc/FbZKsLHXNyoXATufc4wBm9lXgCuDhivby1J0wUd/x8U3tyM76Z/Pgqx/HDsH2b9f/syqx5dL6z8+xWEd2wuD2RpcivPbc4Zd1P9EnweXg4W+BhWhC73Vboa+OI0hqYXIIdv+00aUIr7GDfln3ZqCgz8rjP4KJwfp+ViUGNsMpz6zZ7pY6WVkH7Cl6vhe4qHgDM7sKuArgtNNOm3svt38adt5SnxK2CLfxhTMj+SdSWfYNTx038mRlT4JoxIpmW4Scc+Ryjl2D42TzjmQsQkc8Gkz25EdSRIJZIHuSMVZ1rCD+xO3wtbc15BhL+t9PNjxZWTCOH/k2fP9PlrZQzSbWCR3L6vsZ3Sv98oZ31PdzKvUbX4a+X2loERaM4aO7wvfdD6PeOied3av88od/Xt/PqdRF74XLa9fLw9wS3k/AzF4PXOace0/w/O3ARc65D8y1/datW922bdtOfmHoidn2wAZzzjGdzfPIgTHuePwog2MpBsdTHBlPk8pkyTlweVjRm2BlT5J4xIjHIvR2xOjriDM0kWbn4XFGpjI+IYgYpy3vJIKRCSYHWtmTIJ11TGezGLCiO8lkOkc6lw9GhASTCmVzZHKOVDbPjwe7yMR6iESMselsXY49SZrzOgd5+to+uhJRzl3Xz6vOWT0zS2W5ssGcIR3BiAsLfiJmmPlbXhT6c+bdbJu+c45jkxlyQQxHzUjGInSvPxeiJ+fhZna3c25r1QdcpTnjeHwQxg8udVGaS9fK+tcu5PNw5FF/h+cw6T9tzkQtVDGcnoChx5e6KM0l3gXLT589gdXLsSchNVbfz6hU1wroO3XOl6qJ46WuWdkHbCh6vj5YV5GrH8yz/YCf98A5R85BR8wPS8zkHalMjmQ8Slcw58PoVIZkLEIymPmv1LDA0ekMR8ZTM/ddiEVsZirpvPPzLyRiEUans4xOZfzPdGZmDozOeAcblg+wdlknp23ooKfDD0fM531txZ6MTyamp3MMD2UYnkyTySc4+5S1nPe0fhyOp4ameHAi5YeyxiPk8o57jqboSsToTkYZmkgzPZqntyPmp54ey/tji0X9kMgOPyTyrK4cm1d005WMMjyZ4bz1y1jd56diTmVzHBlL+5kZgwQpakY04hOE3o446/o7SWVzpLJ+wrJc3s3Mg5HJOcZT/new/cAodx4cY/Rohs8/Mk3fTw9yxuoepjN5Tl/VDc5Puz0S/K78783PTdHbEWNoIs2R8RRzTHx5nJ5kjHQweZr/XUf98c8xvPauPzqHVb0hH+jWs8r/SGNFIrD66Y0uRXNKdMMp5za6FAIwsKnRJai7pT6j3wVsMbPN+CTlTcBbKt3JjkPj3L179n4e05kcsYgRi0ZwOIYnM6zsSZLK5JjM5FjenSATTMI0ncmVnIgrFjVW93awrDPOWCZLNpjxM5PL4xz0dcaZzuZZ1hlnw0DnzKRRy4IJtF597trjpkduJ845vnP/AW7Y5lv5epKw7ckhuhMxX4vUGWfdQCd9HXG6E1GOjKeYSOd41no/EVlHIkou54hEDBdMK108UdiR8TR9HTGyecd0JkdXUAuzureD3mAm1kLSU7gxmYiItIYl/c/qnMua2QeAm/FDl691zj1U6X4+/Ybzal42WRwz4zXnncprzpu72k9ERKRaS14N4Jy7CbhpqT9XREREmlOIxuqJiIiInEzJioiIiISakhUREREJNSUrIiIiEmpKVkRERCTUlKyIiIhIqClZERERkVBb0nsDVcrMBoHdJV5eCRxZwuKEQbsdc62Pd6NzbsnnuJ8njtvt7wntd8ytHsOgv2k7aHgchzpZmY+ZbWvEDb0aqd2OudWPt9WPby7tdsztcLztcIzF2u14IRzHrGYgERERCTUlKyIiIhJqzZysXN3oAjRAux1zqx9vqx/fXNrtmNvheNvhGIu12/FCCI65afusiIiISHto5poVERERaQNNmayY2WVm9qiZ7TSzDzW6PNUys2vN7LCZPVi0brmZ3WJmO4LlQLDezOyzwTHfb2YXFL3nymD7HWZ2ZSOOpRxmtsHMbjOzh83sITP73WB9yx5zKYrh5v17Ko69VolhaL84bsoYds411Q8QBXYBpwMJ4D7gnEaXq8pjeTFwAfBg0bpPAR8KHn8I+GTw+NXAdwEDLgbuDNYvBx4PlgPB44FGH1uJ410LXBA87gUeA85p5WMu8XtQDDfx31Nx3FoxHBxPW8VxM8ZwM9asXAjsdM497pxLA18FrmhwmarinLsdGDph9RXAdcHj64DXFq2/3nl3AP1mtha4FLjFOTfknDsG3AJcVvfCV8E5d8A5d0/weAzYDqyjhY+5BMVwE/89FcdAC8UwtF8cN2MMN2Oysg7YU/R8b7CuVaxxzh0IHh8E1gSPSx13U/4+zGwTcD5wJ21yzEWavfwLaZu/ZxvHcTOXvVxt8fdslhhuxmSlbThfz9Zyw7XMrAf4BvB7zrnR4tda9ZjbVSv/PRXH7aNV/57NFMPNmKzsAzYUPV8frGsVh4LqNYLl4WB9qeNuqt+HmcXxX44vO+e+Gaxu6WOeQ7OXfyEt//dUHDd12cvV0n/PZovhZkxW7gK2mNlmM0sAbwJubHCZaulG4EozexJfvfa9ovXvMLNfmpkDpoLqupuBS8xsIOi5fUmwLnTMzIBrgO3Ouc8UvXQjUOhFfiXwraL17wh6ol8MjDTbMZegGG7SGAbFcaDVYxj88TxsZmngvRz/9/wnM3Nm9ms04d+zKWO4Hr126/2D75n8GL43+h81ujyLOI6vAAeADL6t793ACuDWYN0E8L+DbS3YPo2vmntN0X7eBewMft7Z6OOa53hfGJT9fuDe4OfVRce8A/g+sLzomD8X/J0fALY22zHP87tQDDdhDAdlVRy71onh4FhKxfFUEK+PFP09zwWOBTHwSDP+PZsxhjWDbUgFV6X/DFzhnHtusO4v8V+SjwObnXNPLrCP5fhgfK9z7ttB++S9wEedc9fXr/QiNYvhN+CHUj6naN3vAy9xzjXt6BNpDjWK4efhR8kUxICDzrlNdShyy2rGZqB2cgfQZ2ZPN7Movqr1S8UbmNlbzOz+ud7snBvCZ71fMLPVwF8D9ypRkSW0qBjGVz9vNrOnF617O6AYlqWy2PPwz51zPc65HvxcJHfia3KkAkpWwu+LwDuAV+HHwh/Xeck592/OuWeVerNz7nvAv+Or9l4N/Fb9iioyp6pj2DmXAr4GvA3AzJ4BbAK+U8fyipxoUefhIp8FxoA/qnkJW1ys0QWQBX0RuB3YTPVXk1cDHwD+3Dl3tFYFEynTYmP4OuArZvbH+FqVG4IkRmSpLPo8bGa/BbwUuMg5l69d0dqDalZCzjm3G3gCXyvyzQU2P0lQbXk1/gv2PjM7s7YlFJnfYmPY+Rkz08CLgLfg/3GILJkanIdfBHwM3/dldKHt5WSqWWkO78bfb2HCzCr9m30Y3+v7XcD/Bq43sxc553K1LqTIPBYTw+CT7b8HMs65n9S2aCJlqSqGzWwDcAPwDufcY3UrXYtTzUoTcM7tcs5tm+s1M3urmT1U4rXnAL+P/5LkgE/iE5emvkOqNJ9qY7jIF4FnckLHRpGlsogYfgV+2vqvm9l48LNQvMsJNHRZRELPzDrxs2le4Jzb0ejyiMjSUs2KiDSD9wJ3KVERaU/qsyIioRZMzGXM3q5eRNqMmoFEREQk1NQMJCIiIqEW6maglStXuk2bNjW6GNIi7r777iPOuVVL/bmKY6kVxbC0gmriONTJyqZNm9i2bc6RYiIVM7PdjfhcxbHUimJYWkE1caxmIBEREQm1BZMVM+sws1+Y2X1m9pCZ/WmwfrOZ3WlmO83sa2aWCNYng+c7g9c3Fe3rD4P1j5rZpXU7KhEREWkZ5dSspICXO+fOA54NXGZmF+NnQ/1r59yZwDH8VMQEy2PB+r8OtsPMzsHfWvsZwGXAPwT3rREREREpacFkxXnjwdN48OOAlwNfD9Zfx+wcCFcEzwlef4WZWbD+q865lHPuCWAncGEtDkJERERaV1l9Vswsamb34qe7vgXYBQw757LBJnuBdcHjdcAegOD1EWBF8fo53lP8WVeZ2TYz2zY4OFjxAYmEgeJYmp1iWMKkrGTFOZdzzj0bWI+vDTm7XgVyzl3tnNvqnNu6atWSj9ATqQnFsTQ7xbCESUWjgZxzw8BtwPOA/qLbZK8H9gWP9wEbAILXlwFHi9fP8R4RERGROZUzGmiVmfUHjzuBVwHb8UnL64PNrgS+FTy+MXhO8PoPnJ/T/0bgTcFooc3AFuAXNToOERERaVHlTAq3FrguGLkTAW5wzn3HzB4GvmpmHwd+CVwTbH8N8EUz2wkM4UcA4Zx7yMxuAB4GssD7nXO52h6OiIiItJoFkxXn3P3A+XOsf5w5RvM456aBN5TY158Bf1Z5MUVERKRdaQZbERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQU7IiIiIioaZkRUREREJNyYqIiIiEmpIVERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQU7IiIiIioaZkRUREREJNyYqIiIiEmpIVERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQU7IiIiIioaZkRUREREJNyYqIiIiEmpIVERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQU7IiIiIiobZgsmJmG8zsNjN72MweMrPfDdYvN7NbzGxHsBwI1puZfdbMdprZ/WZ2QdG+rgy232FmV9bvsERERKRVlFOzkgU+6Jw7B7gYeL+ZnQN8CLjVObcFuDV4DnA5sCX4uQr4PPjkBvgIcBFwIfCRQoIjIiIiUsqCyYpz7oBz7p7g8RiwHVgHXAFcF2x2HfDa4PEVwPXOuwPoN7O1wKXALc65IefcMeAW4LJaHoyIiIi0nor6rJjZJuB84E5gjXPuQPDSQWBN8HgdsKfobXuDdaXWS6V+8QV46o5Gl0Kkertug19+udGlEKnesd3wg49DPt/okrSFspMVM+sBvgH8nnNutPg155wDXC0KZGZXmdk2M9s2ODhYi122npv+J1x7aaNLIfNQHC/gi6+Fb72v0aWQeSiGF3DjB+D2T8OBextdkrZQVrJiZnF8ovJl59w3g9WHguYdguXhYP0+YEPR29cH60qtP45z7mrn3Fbn3NZVq1ZVciztIZdpdAmkDIrjMqXGG10CKUExvAAXXJ+PH55/O6mJckYDGXANsN0595mil24ECiN6rgS+VbT+HcGooIuBkaC56GbgEjMbCDrWXhKsk0pMDc8+djWpzBJpnGNPNLoEItXp7PdLxfCSiJWxzQuAtwMPmNm9wboPA58AbjCzdwO7gTcGr90EvBrYCUwC7wRwzg2Z2ceAu4LtPuqcG6rFQbSVqaJf2eRR6F7ZuLKILNbRXXDKuY0uhUjlLLjWP7qrseVoEwsmK865nwBW4uVXzLG9A95fYl/XAtdWUkA5wdSx2ceHt8PmFzWuLCLVKK4RHHykceUQWYzCuVgxvCQ0g22zKU5W9v6iceUQqVZqbPbxHsWwNKnCuXj/L9WXcAkoWWk2k0EzUKIHHv9RY8siUo1CU2aiF3b/DLKpxpZHpBqTx3wMp8dh392NLk3LU7LSbIZ2AQbPfJ2fayUzVfk+chk49HB1n3//v8NX3wq5bHXvFym08T/rjZCdqr525dBD1cXhgfvhul+FY09W97ki06MwcRjOfR1gft6gagw/NXsBWtHnj8C//QY81j5jVJSsNJN8Du77GpzxMnj6ayCX8lemlbrpf8HnnwdP/Liy9+29G775HnjkO7D3roW3F5nLfV+F5DJ46R+CReHxKk70j/wnfP75cPunKnvf5BBcfwU88SP/XRKpxkPfhFwazn87nHp+dTE8dhD+5lz42tsqe18+D//xXnjsv+D7f1r55zYpJSvN5IkfweheOP9tsPH5EInD4z+sYj+3++Wd/1jZ+278gP9MgIP3V/65IlPDsP1GOPf10LMK1j+3uqvSQtzf9c+VNSPd9uezfWYOPVD554oA/PJLsOpsWPccf/G4d5uvbanEnjv9cvdP4WAFsbj9W/Dof/rHYwfaZgoLJSvN5J4vQucAnP0rkOiGDRfBzz4Lw3sWfm9BPgfDu/3jR/6z/GF3P/1bOPwwvOL/QNdKeOrnlZdf5MGvQ3YaLni7f376S2H/PfDITZXt5/B2v5w8Cg98vbz37LsH7vqC/8xzrvD/YPK5yj5X5PAjvmb5/LeDmY8nl4Nv/06F+wli2CJwx+fLe8/0KPz7b/rHl3/K9/86sqOyz21SSlaaxfSIb345940QS/p1q57ml1/8tfL3M3YA8llfBR+JwZ3/dPzr44dnv0TF7v03vzzntXD6S2C3khWpwr1fgTXPhLXP9s/PeJlffvXNle1n+Cl45uth9Tlwxz8cf3WZTfvm0ROvOO8Pmn0ueIf/BzN2QP1WpHL3fcWfO5/1G/75hov88qH/qKyWY/gp6F0LW98ND/w7jB06/vU9v4D05PHrnggGVZxzBZwefHeeqqIrQBNSstIsRvb6NtKNz59d95xgAuG+taXfN3EUbngHfPMq/3z4Kb9c/1xfFf/LLx0/K+4NV8I/XOzbQgvD8cYH/VwCL/8/MLARlq33GX2bVD9KDR3d6WPYgqmb1j1n4ffkMnDrR+GfXuKn58/nYHSfj8WL3weHHpw9iQP8+K/gXy6Hr7wJJo7Mrn/8h3DGy+GcX4W+9X5dNZ0bpb0d3Qkrn+abMWH24hH8yKBSHvg6/P1z/VBn8Ofi/tPg4vf6GL/rn2e3feJ2uOZV8HcX+A7hBY//0I8Efd01/jwMbRPDSlaaRXrCL5M9s+vWnge9p0LfOt9Z69ju4+8AuucXvhPiw9/yV5X7752dwKj/NHj2WyEzMTsaIzM1m6X/5DNwy0f848K6zS/xy64VPnGa74spMpf0hD/ZFkTjcO4bYGCTTyyOPQmZ6dnXxw/7xOPHf+VvGHfzH8LQ4752cNkG/95oAnbeOvueXcHjXT+AL/26fzxx1Mf+5hf7510r/HKyKJkRKUd6/PjzMMBr/tYvR/b6JKR4Pqx8Dr71fvjGu+HIY3D1S33t39DjPoZXnOET+F3FMRz048pMwjWXzN5/6MmfwmnP89+bRBfEOnxTaBtQstIsCp0CEyd8STqW+WrJv3oa/O2zfJJR8IOP+yvYF/1P//wLL/MjgQY2Q//Gosw8OGEXmn/eeL2v2jxwn38+esAvl5/ulyvO9MsD6mQrFcimIZ/x/a2KdSzzScqnz4C/Pe/4JqG7/9X3Lbn80/75PdfDtZdBNOlP2vEO6F41e8J2zg/Lv/C34Pm/7Tsu5nMwtt+/Xojh5ZsBUwxL5dITc8cw+FrpvzkX/u45sx1un7rD12Bf9N7Z7b/wMl87WGgG7Vt3fC3goQdh9TPg9f/ih/cX+qWM7Z+NYYAVW9pmsIOSlWZRqFkp9SXZ9CLf+faR/5x9bWSPP6G/4v/45y4PT/9V+O8/gFhi9r5CE8Ht30f2+uXAZug71bfpQzCJl83euGvjC3ynsGpGIkn7KtTEzZVwF6x/rq8RKbTVj+yBntVw0VWwJriHUN9a+K3bYfXZ/nnXitkYnjrmawsHNvn+AC7vXytUlXcuD96zHNY+6/jmI5FyzJWsdBXdo+1Zv+GT50KNdeG8+tx3w38LLiYPPQhv+oof2Qn+XFycrIzs9Ql136n++dgBP6fQ9IiP3YLTXwJP3VndfFtNRslKsyiVrGx6gV8uPx2e8et+0jjn/M/o/tlgf9EHfcfC1187G+yJHv9T6McydtAve9f6TH90v29Wmhzy/1AiUf96Z7+fW0AneqnETLJyQgw//VdnH18cXH0OPe6XxTH8sj+E9RfCO/9rNlEBH68zMRwk2L2n+BgGf+IvzJpbfKLf/JKgE+PE4o5L2ktq/OSEu7gv4as+5pdDwUjL0X1+2bsWtlziO4X/1o/h7FfPvqf3FJ9kTwQ1hKP7gxgOYn9k72zTUucJMZxL+dqbFqdkpVnMnOh7j19/yrOC9d2+7XN6xCcXYwf9ENHCCfsV/xd+9e9mOzaCf7z+uT4zB3+ij8T8lerKLb768ZHvwP03wOqnH/+5m1/ip5guvs+LyHzm6ncFs3ddtigsP8M/LpzoDz00G8Nn/zd4zy0nv3/Dc31/lKnhomRlLaw8yz/ecyfc/pcQ755t+gR/VZrPaBi+VCY9R7JSuJADXxOY6JmdFuLQQ/5iL9kD/RvgfT/3tXrF1l/ol3uCWpLpYeg5xb+vZ42P7+/9sd+mMAoUgvm2Ym1x4bjgXZclJEpelb4GXvVReM47Z2ezPbpzth1zodEWq57m5wxwzic4PadAJOInPAK44e2+E9ivf+H4953+Et8/ZvfP4KxLF3ds0h5magfnONG/7hp/xdm/wa87ssP3oRo7MJt0lLIyOHkP756tHexb60f8WARu/rDvhPuWrx3f5HTa84KJFX8EZ75y8ccn7WGuZiCAd33PJxlmvqb7aNDPZNcPFo7hQgJy7MnjY7jw2n1f8Y9f9kf+3FuQ7IF1W9viPnGqWWkW6QnAIN55/PpIFF7wu9DRB6c80687eL8/cUeTsOHC+ffbt84nQtMj/h9D7yl+ffGX623fnP0nUrDhIr//NviSSI2USrjBD6Nfcw4ke33n74P3+9Ft4GtU5lOoLRnZO1uz0nMKRGO+zwrA5Z/0w5aLJbr996MNrkqlRnIZ3+xyYsINcNpFsxdup5zrO2+nxnwT5EIx3DkA8a4ghgvN8Seci5/5enjx/zr5vae/xI+UK56CogUpWWkWhSGfxc04J+pbB92r/eiJQlv/fNvDbBJy7El/oi9k88Vt+6vmuCqId/ovp070Uq5S/a5OtO4CP9tsoa2/0G5fSv9pfnnsST9yrXPAjxKC2SHKpz1v7vdufon/p9Imc1XIIpUbw6ee70dZFprY+9bPv72Zr8EunIfBT0sBs8n4wMa5z+ebX+KT8id/UtYhNCslK80iPb7wF8TMzyPxwL/7qseFTvLg52oBP93z6H7f1l/w+n+BS/+89Hs3v8T3ah8fXPhzRFIlRgOdaPOL/SigH37CN+N0r55/++6VPlG/7ys+Hotj+Df/0zeRrtgy93tPfwng4MkKb+op7Wm+2sFim14EGPy/oMP4fBN3Fqw9z5+3C3MGFWpWnvseP2po67vmft/65/pamRa/cFSy0ixSc0xENJdf+Wt42uW+53ihY+J8Bjb7qcfv/yqkRn0VfMEzfx2e9/7S7y0kOoWRGyLzKTV0+UQX/KZvm58Y9IlHtIyudc95p59TZc+dx8fw6qfDa/6m9D4KHdSP7lz4M0RKdRI/0eqz4U3/5gc5QHnn4vPf6jt83/slSPb5GkLwTaNXfO74zuHFYgnfx7Dc+7w1KXWwbRalOnWdqKMPfuNL8OA3ZkdZzMcM3vp136FxYtBn6eWKJvwynyn/PdK+yq1Cj0TgJX/g5/PJlXlH5Zf8Lzj3df6mnqvOXnj7gsJU6bls+e+R9lVuwg1+aPJv/cgPK16+eeHtT38p/P52f/HXsWzhJvxisWTLn4eVrDSL9IQfelkOM99hsVzRuO/cWKlCspJr7S+J1EghWYl3lbd9YQ6hci0//fjZPcsRifqmply6svdJe6o0hiuNyZ7V/qdS0XjLn4fVDNQsMmXWrCylaNwvW/xLIjWSmfAn+UjITjuReMtflUqNFGZWDtu5OKJkRcIiPeFvXBUmhWRFJ3opR3qi/CvSpRRNtPyJXmqk3A62Sy2aaPnaQSUrzSI9WV476VKaaQZq7S+J1Eh6MnwneQiq0BXDUoZMSGtWorGWT7iVrDSL9Hj4rkojagaSCpQz/L4R2qC9X2qk0j4rSyWaaPkabiUrzSITwqtS9VmRSoQxhkHNQFK+UreMaLRI69cOKllpBrmMD8SwnehnkpXW/pJIjYS1z0ok1vJXpVIjmUkfL7FEo0tyvGi85YffK1lpBmGuegTIt/aXRGoktH1WWr9zotRIJVNILKU26HelZKUZhLVTVySYpqfFvyRSI2Ecfg9tcVUqNVLu5JxLTX1WJBTCOrZfk8JJJcLaDNQGV6VSI5nJ8E0hAf7CscXPw0pWmkFhbH/YTvTqYCuVCGszkCaFk3KFOuFu7RhWstIMwt4MpD4rshDnwjt0ORKDfK7RpZBmkJ4I30ggCGK4tc/DCyYrZnatmR02sweL1i03s1vMbEewHAjWm5l91sx2mtn9ZnZB0XuuDLbfYWZX1udwWlS5N4Bbamb+vipOJ3pZQHYacOG8Ko1ElaxIecI4kzgEF44O8vlGl6RuyqlZ+VfgshPWfQi41Tm3Bbg1eA5wObAl+LkK+Dz45Ab4CHARcCHwkUKCI2UIa7ICbZHRSw2EdX4KUAxL+cI6V1Ak6pctfOG4YLLinLsdGDph9RXAdcHj64DXFq2/3nl3AP1mtha4FLjFOTfknDsG3MLJCZCUUmgGCuVVqU70UoaZZEUxLE0sPRnOoctt0CRfbZ+VNc65A8Hjg8Ca4PE6YE/RdnuDdaXWn8TMrjKzbWa2bXBwsMritZgw16yYqtDnojg+QagT7mhLn+SrpRieQ3o8nAm3BTUrLRzHi+5g65xzgKtBWQr7u9o5t9U5t3XVqlW12m1zC3OyohP9nBTHJwh9M5AS7hMphucQ2mYg1ayUciho3iFYHg7W7wM2FG23PlhXar2Uo3Cij3U2thxz0YleyhHqZqBoS7f1S43kc76jeKibgdq7g+1cbgQKI3quBL5VtP4dwaigi4GRoLnoZuASMxsIOtZeEqyTcmQmffV5JIQjzdXeL+UI6y0jQDEs5Ql7wg0tHcexhTYws68ALwVWmtle/KieTwA3mNm7gd3AG4PNbwJeDewEJoF3AjjnhszsY8BdwXYfdc6d2GlXSgnrFM+gmhUpz8xcQWFtBmrdk7zUSFjnu4K2aAZaMFlxzr25xEuvmGNbB7y/xH6uBa6tqHTiTQ2F8yQPvranhb8gUiOTwbVJMoRxrE7iUo5CDCd6G1uOubRBzUoI2xXkOPkcPPFj2HBho0syt0hM7f2ysCd+BH3roXdto0tyMk0KJ+V44kd+uX5rY8sxl0LNSgufi5WshN3ebb5m5axLG12SuakKXRaSmYZdt/kYNmt0aU6mGJZyPPZfsOpsWL650SU52UwzkJIVaZTH/stXU59xUqtbOOhELwvZ/RPITMBZIZ0HUjEsC5kehSd/ClsuaXRJ5qZmIGm4x26Gjc+Hzv5Gl2Ruau+XhTz2PT/sfvOLGl2SuakZSBby+G3+ztxhTbg1KZw01PAeOPxQeLN50Ile5uecrx08/SUQD+E8QaB+V7Kwx26GjmWw4aJGl2RuagaShjpwr19uekFDizEvVaHLfKaOwfBu2BjmGNYszLKA/ffCac+D6IIDaBtDyYo01NQxv+wO8VTXSlZkPophaQVTx6B7ZaNLUZr6rEhDFU70nQONLcd81Awk85ka9sswx7AFNSuuZrc4k1YzdSzcMaxkRRpqatifSMM6IRyoCl3mN11IuPsbWox5zcxR0br3VZFFyExDdgo6+htdktLaYAZbJSthVsjmwzg3RYE6J8p8mqFmZeaqVHEsc5ge9stQx7AmhZNGmh4O9xcE1N4v82uKpszWvyqVRWiKhFsdbKWRpo6Fu/oclKzI/AonelWhS7OaaoamTPVZkUaaGg53Ng9gkZbO5mWRpoch3g2xRKNLUlobnOhlEZqhGUiTwklDTR0L9xUpBDUrSlakhGapHQR1sJW5FWpWwnwuVjOQNFQz1KyoGUjmE/Yhn6CaFZmf+l2FgpKVsMrnIDXSHFelLfwFkUWaGg73FSm0xYleFmFqGDBI9jW6JKW1wYg2JSthNT3il2HO5kGTwsn8mqEZqA3a+2URCjEcCfG/yzaoHQzxb7/NNUPVI2hSOJlfswy/ByXdMremiuHWPRcrWQmrZhjyCZoUTubXDDUrbVCFLovQLAMdoKXPxUpWwmq6WWpW1GdFSshMQXa6OWIYFMcyt2YZ6AAtnXArWQmrmVkT+xtZioVp6LKU0ky1g6BkRebWVLWDrRvDSlbCqln6rFikpb8gsgjNEsNtcKKXRWiG4fdt0ElcyUpYNctVaTQOuUyjSyFhNDPzZ38jS7GwSNwvW/hEL1XK530cN8N5GFr6XBxrdAGkhKlj4Z+mHCCagHwGnAv33aFl6TVLzUobnOiXmnOOXN6RKyzzjnzeV8T2dcTn3M45SGXyJOP+GvroRJp4xIhHI8RjEeJRYyKV48mjE4xPZzk2meboeJpjk2mGJvwSYFlngv6uOBecNsCZq3tY1hmnvzNOJFLF+Sk95mc2XiCGnXM8dmicqUyOXN6RzuY5OpGiMx5l/8g0a3qTnL6qh9HpDM7BxhVd5INjzjtH3sH+4SkOjU6TzTnGpjMkYhHMjNGpDB3xKKf0dZCMR0jGovR3xYkUnW9z2SxPA54cHGH/riOMTGaYSOeIRYxs3nFwZAozo7cjRjwaIRYxOhNR4tEIw8HvLWJGxIxoxIhEjIhB1PzjdDZPLu+IRoyuRJS+zji5vGPH4XFO6etgOpMj7xz9XQnyzvHU0Umed8YKzlrTW/nvvAQlK2HVDMPlYPZEn8/OPhaB5rhbLfiEGyCXbmw5msz9e4e58tpfkM078icmJq70+xKxyMz2bp7tyhUx6O9KsLzb/6McncowMpUhk5vduRl0xqNEzDBj9p+ygZlfxiIRzGA6k+fIeIq1yzpYb4P8O/Cnt+7nlh//gNGpDKls/qTrsnwe0rnG3q5hV9K48Z4n+cwv7mxoOQre+YJNfOQ1z6jZ/pSshFUzdOqC40/0SlakWDPcUwWKYlg1K5UY6ErwmvNOnfnHHwuuyKPB8+N+gnWpbJ6RqYy/ao/MXslHIz6JSEQjpLJ5Utk8py7rIOccmWyeTM6RzuVxzrFheRdrl3WyoifB8q4EfZ1xoifUmqSzebbtHuLQ6DRHx9McHkvhghqMvPPJVb6oViOfd2TyeZyDjniEgyPT9HXGOW36KDwJG9edyoU9y4mYr1nojEdP+n2ctqKLtcs6iJgRi0To7/K1D08enSCTcyRiEVKZHEfG0/Qko0GSVEiefI3TppXddMSjxIqOJxmLcHgsRd75GpvpTJ5jk2mK87xcPo/7doI3nLuG555/MQ5HRzzKQJeP7eXdCZKxCGPTWaYzfkDEdCbHZDrHss448SCBLPw+cnk38/vKBElYLOr/jkfG0+SC31cqk2f9QCexqDE0np7Zz8hUhmesW1bTeFOyElbN0KkLTrgq7W5oUSRkpo75ev8wT1MORc1AqlmpxIblXXz0imc2uhhzSsQiPP+MlYvf0a5heBJ+8xUXwMZnV7WL8zb0L7oYq/s6Ft7ov5Ks7Ymy9owVJTfpmCPJqtSWNYveRVWUrIRRZgoO3AfnvbnRJVmY2vur8t0HDvCNe/bN+dpkOks0YvQkY2Tzju5ElIl0jsOj0yTj/qouG1zV5IN69OGpDGt6fZv2dCZHNufI5B3xiG+n7umIk8rk6ExE6e+Ms6wrwbr+Dlb1JolGfBt2xIxY1Nh3bIqf7TrCodEURydSjExlSGXypHN5Nq/sZuPyLqYzeeKxCBFjpg18/8g0hr+q3Tc8xecyt7Aitp7fu/pOejtidCVjZHN5YkE7eV9HnIHuOJ3xKOsHuti4ootUNs90JsdUOsd0Jsf2A2PEY0Yuz0zTQT7vyOYdU5kc8aiRzjq6k1HW9HVw6rIO9g1PsXFFN3nnGJvOBs0SjuHJDHuPTTI8meHwWIpkLMLa/k5WTj7OZ4BP3vQAP/reMtYu66C3I0YkYuw+OokBqWyeJ49McM6pfcSjESbSWfJ5R1ci5vsPRIyOWJRcPk8m79h7bIqIQUcsSmdwJZ53joOj06zqSdLbEaczESGT9TUGqWxu5qo5EYvw5792LqcsK+MflNTXnl8ABivObHRJFhaNt3TCrWQljHbdBplJOPu/NbokC4voqrQaY6ks+4en5nytIx4h72DfsSmyQeN/dzLG/uEp1vV3ksr66vDCP0LwycqOw+Os7EmQzuVZ2Z2kryPKsck0R46kMDOSsQiT6RzDk2lGp+cf+bK8O8H6gU5W9SQ5c1UPHXG/rwf3jXJ0PE066//B9nXGyWR9IrO8O+Grx824eC2cs+sBvpb4dY6Mp5hIZ5lK5xhPZelOxjCDx1JjZILOhMX9C07Uk4zREY8Sjcx2+Cs0HRQ6Ge4f9r+rdLZ0v4FkLMLpq3oY6IqzcUUXR8bTjExl6Mj6fQwkHKu6kzxxdIJszve9iEWNNb0d/vea9dXvPckYnfEoe45NknOOI+MpJtO+aj0SlLGnI0ZfV4LpTI7DYxmm0jmOTqTp74wzlc4xNp1lKpMjEY2QiPmfZMx3LH1o/yjbD4wqWQmDR74NGy6EntWNLsnCoomWPg8rWQmjR/4Tkstg04saXZKFqXNiVd64dQNv3LqhYZ+fy7uZWoZsUPNQ+Afd2xHj3HXLqhs9UXDvv8GuPG+58n28Zd1zFizL/uEpDo9N0xHUHBWWmVyeVb1JrIyRZvm8Y3Dc15iMTGXoTsaIRYzJdI61wT/+Ofcz/BT8DVz1gg1cdcGF1RxtTY1OZ44bMSMNcmw3HHwAXvWxRpekPC0+jcSSJytmdhnwt0AU+Gfn3CeWugyhlsvCozfBWZeEf9gyqBmoSUUjxsYV3Wws3by9OI/8J/SeCqdeUFZZNizvYsPyrkV9ZCRirAna9vu7Zr87/QvtNmQJtxKVkHjkP/2yGWq4oeVrVpZ0UjgziwKfAy4HzgHebGbnLGUZQu+pn8PUEJz9K40uSXlCdqKXEEhPws5b/Um+Gebe0Wggmcsj34HV58CKMxpdkvK0eLKy1DUrFwI7nXOPA5jZV4ErgIcr2svQE5Aer33pwuDOf4RoEs58ZaNLUp7Cif7wI40tR7FVT4doyFs4xwdh/GCjS1Efj90M2Sl4erMk3EFNxvBTvto/DPpPg47aDv2sufQEDD3e6FLUx8Qg7P4pvPgPGl2S8kXjMDkUnhjuWgF9p9Zsd0t9Rl8H7Cl6vhe4qOK93PS/YOcttSpT+DzzdZDsKXvzbC7PVCZHPu/nDRidznBoNMWyzjjLOuNEIoADh59o1uHHzxdmj/SdF42pdI5s3rF2WQfpXJ7pdI79I9N0xCMMdCVY3Zv06zN5Upkc05k8sek4pwJ88z11+mVU4X8/Gf5h3/d+Cb7/J40uRf30rYeNL2h0KcoT6/BJ9x2f8z9h8BtfDn+yd+hhuKZJLqqqYRE49/WNLkX5kn3w5I/hH1/Y6JJ4F70XLq9dL4/QXX6a2VXAVQCnnXbanNtkXvBBohe8g4gZzjkckMv7f9rJeGRmhEAml5+ZzjhiRiJ2cqtXYfTAZCZH1CASidAVjzCdzRM1w+EwjGjUTzkcj0aYSmcZmc6Qy8FUOktnIkb0xOHrDsansyTjUZIxP5y0rzNOLOLLkMd3aCwkGlMZX44Do2nuS15A5HuPksrlGZ/OEo9GODQ6zRNHJkjEInQnYoynshwdTzE4nlpwxsh6MvK8IPKHdNs0XfEoLz5rFc87YwXLOuMkYhGiRc0Ahb9VYWb+4r9f4W+Wc46xqSzZfJ7OeJRY1EjGomRybmZyohP5obMwmfYzS3bFGz/fy4JxfPZrmmM4ZLXWX9g8kwRG4/Cum2F07qHkDbFAp+SlsGAMrzgDfuNLS1yqJbT8DFj1tEaXonxXfA4O3t/oUswa2FzT3ZmrxXzH5X6Y2fOAP3HOXRo8/0MA59xfzLX91q1b3bZt205a/85/+QW3PTpIIhqZc4rj/q442ZxjPJWdc306lyce3DMhNcdQx4jRsH/+J+rriGHBLI8XnNZPNu+nk847OH1VN92JWFENihE1P8y1Oxlj5+FxupMxf48JfIJgFKaY9o8n0lnyDuJRwzn8/BXpLB1xf9+I/q448WiEoxNpjoyliEeNjniUZDxKRyziZy6c8NNb37tnmNsfGzyu/NGIzcyEWCwWDD0t/P2SsQiZYDTKieJRm3doa2F/2bwjHjV+8MGXztlZ08zuds5trewvsHil4likUophaQXVxPFS16zcBWwxs83APuBNwFsq3cmvXbCe8zb0k8rmOTQ6zd5jU7x4y0qOjKeZSudIxiMzk2kNdCeImnFgZJpMLu+nMo4a2ZybmR66Kx6lvzuBc46pdI5jkxn6OmOMT2fpSvhpkQfHUnQmonTFo3QlY/R1xOjtiGMWNK2ckPQVnsUiNlNLMzadIRdsZ9jM/Aq9yRh9nTGm0nlW9/l5LQr7NSsx3DKkHj04xl1PDjGZzjKVzpPO5YoSpNnppX2zlfNJSnA/kUQ0QjwaYXm3r5U5NplhOpMjlc3TnYjOOfuic3AgaKrq74qTzuYXPapERETCZUmTFedc1sw+ANyMH7p8rXPuoUr386vn1a7TTpg1UY4y42mn9PK0U2p3p00REZEl77PinLsJuGmpP1dERESa05LOsyIiIiJSKSUrIiIiEmpKVkRERCTUlKyIiIhIqClZERERkVBTsiIiIiKhpmRFREREQm1Jp9uvlJkNArtLvLwSOLKExVkKrXhMEJ7j2uicW7XUHzpPHIfl91JrrXhcYTmmsMUwhOd3U0s6pvqqOI5DnazMx8y2NeIeGfXUiscErXtci9Wqv5dWPK5WPKZaacXfjY4pfNQMJCIiIqGmZEVERERCrZmTlasbXYA6aMVjgtY9rsVq1d9LKx5XKx5TrbTi70bHFDJN22dFRERE2kMz16yIiIhIG1CyIiIiIqHWlMmKmV1mZo+a2U4z+1CjyzMfM7vWzA6b2YNF65ab2S1mtiNYDgTrzcw+GxzX/WZ2QdF7rgy232FmVzbiWIrKssHMbjOzh83sITP73WB9Ux/XUlIMK4abnWJYMbyknHNN9QNEgV3A6UACuA84p9Hlmqe8LwYuAB4sWvcp4EPB4w8Bnwwevxr4LmDAxcCdwfrlwOPBciB4PNDAY1oLXBA87gUeA85p9uNawt+fYlgx3NQ/iuHG/63bLYabsWblQmCnc+5x51wa+CpwRYPLVJJz7nZg6ITVVwDXBY+vA15btP56590B9JvZWuBS4Bbn3JBz7hhwC3BZ3QtfgnPugHPunuDxGLAdWEeTH9cSUgwrhpudYlgxvKSaMVlZB+wper43WNdM1jjnDgSPDwJrgselji20x2xmm4DzgTtpoeOqs1Y47pb5WyuGq9IKx90yf+t2iOFmTFZaivP1cE05ftzMeoBvAL/nnBstfq2Zj0sq08x/a8WwQHP/rdslhpsxWdkHbCh6vj5Y10wOBdVvBMvDwfqZYzOzJ4GX4Ksu9wEbzOw9ZvZDQnDMZhbHf0G+7Jz7ZrB6weMKFMrfCn/LarTCcSuGFcPNftzl/q1fDPwX/iaAhdh+D/BeFMNLphmTlbuALWa22cwSwJuAGxtcpkrdCBR6XF8JfKto/TvMzIAkPiN+E3AzcAnQBcSCxzcvZYGLBeW7BtjunPtM0UsLHpeZXQyMBNWUNwOXmNlA0GO9oce1hBTDiuFm1xYxHPyt8/hOqWcQ/K3xcTyAYnjpNLqHbzU/+F7Nj+F7o/9Ro8uzQFm/AhwAMvi2wHcDK4BbgR3A94HlwbYGfC44rjTwd/ir0n7gXfgMeQp4Zxmf+xvAE0Bf8PxyfPvlqhoc0wvx/4TuB+4Nfl5d5nE9AGwt2te7gJ3Bz4LH1So/iuGyYvg/gd8+Yd39wK8phhv/0yYx/ACwHz+qZgh4f/B3Pgw8UuZn/z0wXvSTBf5EMVzZj6bbD6mgCv09wPuAh51zfxxUPb7NOffSYJvvAD9xzn2ixD6+jP9yfhAfnFc5576zBMUXWXQMm9kbgQ865y4Knp8H/ABY6/wIFJG6q8W5uGhfz8aPtrnEOffLepa71cQaXQBZ0P8Ffmpmf3viC865X1ngve/HZ90/BL6tREUapNoYvhH4JzPb4pzbAbwd+JoSFWmQxZyLMbNVwP/D1xYqUalQM/ZZaSvOuQeB7+CrISt97zDw78Azgb+qbclEylNtDDvnpoGvAW8zswjwZuCLtS+hyMIWcy4OOsJ+Hfg359xXa122dqBkpTl8BPjvVDj2PahyfBe+vfaztS+WSNmqimH8pFZvBV4BTDrnfl7rgolUoNo4/jtgFPjjmpeoTShZaQLOuZ34K8zfKfc9ZtYBfAn4MPBOYJ2Zva8+JRSZXzUxHLzv5/jRGH+FalWkwao8F/8Wfgj/W51z+XqVrdUpWWkeHwW6i1eY2XfN7MMltv8LYI9z7vPOuRTwNuDjZralzuUUKaXSGC64HjgXn3yLNFqlcfxm/D2U9pvZePCzUMzLCTQaSERCzczegR/J9sJGl0VEGkM1KyISWmbWhR8yenWjyyIijaNkRURCycwuBQaBQ8C/Nbg4ItJAagYSERGRUFPNioiIiIRaqGewXblypdu0aVOjiyEt4u677z7inFu11J+rOJZaUQxLK6gmjkOdrGzatIlt27Y1uhjSIsxsdyM+V3EstaIYllZQTRyrGUhERERCbcFkxcw6zOwXZnafmT1kZn8arN9sZnea2U4z+5qZJYL1yeD5zuD1TUX7+sNg/aNBT38RERGReZVTs5ICXu6cOw94NnCZmV0MfBL4a+fcmcAx4N3B9u8GjgXr/zrYDjM7B3gT8AzgMuAfzCxaw2MRERGRFrRgsuK88eBpPPhxwMvxd5EEf7Ox1waPrwieE7z+CjOzYP1XnXMp59wTwE7gwlochIiIiLSusvqsmFnUzO4FDgO3ALuAYedcNthkL7N3oVwH7AEIXh8BVhSvn+M9IiIiInMqK1lxzuWcc88G1uNrQ86uV4HM7Coz22Zm2wYHB+v1MSJ1pTiWZqcYljCpaDSQc24YuA14HtBvZoWhz+uBfcHjfcAGgOD1ZcDR4vVzvKf4M652zm11zm1dtWrJpxMQqQnFsTQ7xbCESTmjgVaZWX/wuBN4FbAdn7S8PtjsSuBbweMbg+cEr//A+Tn9bwTeFIwW2gxsAX5Ro+MQERGRFlXOpHBrgeuCkTsR4Abn3HfM7GHgq2b2ceCXwDXB9tcAXzSzncAQfgQQzrmHzOwG4GEgC7zfOZer7eGIiIhIq1kwWXHO3Q+cP8f6x5ljNI9zbhp4Q4l9/RnwZ5UXU0RERNqVZrAVERGRUFOyIiIiIqGmZEVERERCTcmKiIiIhJqSFREREQk1JSsiIiISakpWREREJNSUrIiIiEioKVkRERGRUFOyIiIiIqGmZEVERERCTcmKiIiIhJqSFREREQk1JSsiIiISakpWREREJNSUrIiIiEioKVkRERGRUFOyIiIiIqGmZEVERERCTcmKiIiIhJqSFREREQk1JSsiIiISakpWpLSJozA13OhSiFQvm4KRvY0uhUj1nIOjuxpdioZTsiJzy6bh06fD9Vc0uiQi1bvmVfDXz4B8vtElEanOTz4Df3cBHLiv0SVpKCUrMrdfXu+XB+5taDFEqnboodkT/Oi+xpZFpBqZabj1o/7xoYcaW5YGU7IiJ0tPwo8+7R939De0KCJV+8HHZx9PjzSuHCLV2nbN7OPUWOPKEQJKVuRkv7gaxg/CuudAPtvo0ohUbs9d8OhNcOoF/nk+09jyiFQqNQY//it/HgbItXcMK1mRk22/ETZcBJte1PZfEGlSj3wbInF4we/45zkl3dJkdv8cJo/Ci/6nf97mCbeSFTnZ9Cj0rYNovO2/INKkpkehc2C2GVNxLM0mNeqXA5v8ss0TbiUrcrLUKCR7/ZWpy0M+1+gSiVSmEMPRuH+uGkJpNoV+Vp0DftnmCfeCyYqZbTCz28zsYTN7yMx+N1i/3MxuMbMdwXIgWG9m9lkz22lm95vZBUX7ujLYfoeZXVm/w5JFSY0FJ/qYf64TvTSbQgxHgmSlzU/00oQKHWo7+nwc59KNLU+DlVOzkgU+6Jw7B7gYeL+ZnQN8CLjVObcFuDV4DnA5sCX4uQr4PPjkBvgIcBFwIfCRQoIjIZLLQmYSkn060UvzOinhbu8qdGlCqTGwCMS7fA1hm180LpisOOcOOOfuCR6PAduBdcAVwHXBZtcBrw0eXwFc77w7gH4zWwtcCtzinBtyzh0DbgEuq+XBSA2kg2xeVejSzFJjSriluRUSbjMfx20+MrOiPitmtgk4H7gTWOOcOxC8dBBYEzxeB+wpetveYF2p9RIm00Gnro4+iARXpW3+JZEmND3qY3gm4W7vKnRpQqlRSC7zj6Oxtr9oLDtZMbMe4BvA7znnRotfc845wNWiQGZ2lZltM7Ntg4ODtdilVCJVXLOS8I/b/EtSDcVxg810sC3EsBLuSimGG6xQswJBzUp7n4fLSlbMLI5PVL7snPtmsPpQ0LxDsDwcrN8HbCh6+/pgXan1x3HOXe2c2+qc27pq1apKjkVqoTBc7rhmoOCq9LY/h//3vsaUq8kojhvIuaIOtoXaweBE/9j34OqXQWq8ceVrEorhBpsemU1WoonZi8aRvfD5F7TdvYLKGQ1kwDXAdufcZ4peuhEojOi5EvhW0fp3BKOCLgZGguaim4FLzGwg6Fh7SbBOwmT8kF/2rJk90R+4z9+99kefhHu/DGOHGlc+kYVMHAGX8zFcSLgfDK6xvv4u2H8P7Phe48onUo7xQ9Cz2j8eeQru+4p/vO1aOPQg/ORvGla0RiinZuUFwNuBl5vZvcHPq4FPAK8ysx3/P3t3HidZXd/7//WptfeZ7tk3mAFGAUUWR0DFDRTQmEBMNBqjxKh4E/0lmuVeY3JjovHGeBNN9BqNCwaNcddIFEVEFI0KDLLJPjMsM8PsPb1313LO9/fH91R3zUwvtXVt/X4+Hv04VadOnfqe7m99+3O+K/Di6DnA9cAuYAfwSeAPAJxzg8B7gdujn/dE+6SZDEeVXb3r/Bwr4Kd8Hi+qBh7cVf90iZRqZI/f9q2HZKd/vPMmv011+e2RnfVPl0ipnPNlcd/6Y/dnJ2B0v388ubT+fSYWOsA59xPA5nj5klmOd8Bb5zjXNcA15SRQ6mx4N6R6/UREZ14J33gLrDjt2GBleE/DkieyoKGoH//yk3w+7lkL2ajZp9D8M7x79veKNIPJo5Ab93kY4ILfh1s/BiNPzpTFS6wc1gy2cqyhJ/wXxAySHXDyRdEX5PDMMfvualjyRBY09ITfFgr6Z/4uZMdhcsj/AwDlYWlux+fh01/mtyN7Z4KVo4/BxNKpXVGwIscaegKWF/WDXrbBf0EKVY9rng73fkWjK6R5DT3hawcL6wL1rQfcTIfENU/3jw8+2KgUiszv+GClL5rlY2Sv7zO45iw/pcR932hM+hpAwYrM2HETHHwAVj11Zl/fBl+zsnc7YHDRO3zHr0d/2KhUisxteI9fNXzVU33tIPiAG+DBb/ntRe8Ai8M9X2xMGkXmk8/C7Z/0I4D6t/h9hWBlz3YY2w9PfSmsPhPuXjp5WMHKUhbk/XC4J++En34Evvx6/wUoLEkOcMoLAQd3/Bv0roUzftXfsS6hL4k0MecgNwUj++C2T8K//4Zv8vm1D88cs/Zs6FoBt33CP19/Lpz2Yrjny1qkU5pDbsoHKXdcC1+5Ch69BX7tI35iQ5hpkt/+aT/wYdlGOPvVsOe2JdNZfMEOttLGrrkM9t8LQcY/7xyA135l5gsCcMoL4A/vgts/5avTE2l46svgEY06lybw/XfDf3+YY+akvOq/YM3TZp73rPJ5+M7PwZEd0L8ZzrzC5+HDj8Dq0+ucaJEiD98A//GqY/dd8lc+GCn2+m/Cg/8FD34btr7Ez39141/Brpthxan1S2+DKFhZqvJZX6Oy/hx48i4/L8VFb4e+dSce238yXPremed963xnRedmqtpFGmH37f4uc8VpvtBedw5sef6Jx3X0wbOLBikW8vnk0bokU2ROe273zZJPf4XvDwhw0R+feFw8AU/7df8DvgyHJZOHFawsVYcf8gHKBf8DnvEqePynsPH80t7bsdy/NzN6bC2MSD2FIRy839eS/NqH4cD9fiK4UhQ6304NLVbqREpz4D4Y2AK/8Sl4yXv9MPtSbgITKb8i8+TQoiexGShYWar2bPfbTVGAcvJzSn9v53K/nRpSsCKNM7jT58FNF/jna84s/b2FPLxECnppYnu2+2YdmL1mez4dy5dMwK0OtkvV6H7AZnqZl6NwV6qCXhppNFr0vXiofalUsyLNIMj7eVOWVZCHwQfdS6QcVrCyVI0d8CMkCmunlKO4ZkWkUcaitVNLbfop1rHMb5dIQS9NauIw4GbWACpXx3K/4OESoGBlqXryF5X3IFfNijSDvb/wc1FUUjsYi0O6TwG3NNbeO/y20rJYNSvS9g7vgA3bKnuvalakGRx5BFadDumeyt7fsXzJFPTSpI7s8NsNz6zs/eqzIm0tyPs1UgpV4eXqWuG3xesFidTb1EjleRigayCqhhdpkKkRP2w5VWHA3TXgy2HnFj62xSlYaTdTw/Dzj8+feTMjfpvurewzUt2QXjbTwVGklpzzs9EutEhbZrS6YKVvvZ/5VmQxPPTdmfWo5pIZ8eVwpfNV9a2H/OSSqF1RsNJuvveX8N3/BTt/4J8HOT/L4c8+CkO7/b5CsFLNsOO+9X7NIJFaO/gAXP+n8PWrZ/bd/mn4wd/6wr8QiGdGfL+TSvWt9wvDiSyGL/wW/GvRBIW7fgTfeadfgy3I+X1TI9WVw73RUOclUBYrWGk3hTb4r1/t1z3Zewf89z/DDe+CD5/rZ6s99JA/ppJRFAUKVmSxhFFBvuNGn8fCAL7zP+GW/+sL/9s/5Wtdxg5UPooCfB6eGoLsRE2SLTKrXT/y2x//A9z6Mfj3V8DX3+z3HXoQuqvJw4XVmNu/hlDBSrtJdPjtxGEYfHRmpdlX/wdYzE/nfPun/Rdkywsq/5yuFTC5QDW9SCWy4zOPb/8UPPFzCPNw8V/66fTv/Bzc+e9+bZRnvGrO0yyo0PdqiUxXLnVU3Az/hdf44PrRW+D0l8Mz3wD3f9PXfu+7q0Z5uP3LYs1g286e+JlfTRng1It9j/N7vuQ7ZD3/z/x0zZVKdviVQkVqrTB/CvgA+99e5h9vfBbkM3DLP/g7yZOfe+yCheVKdPptXvlYamziyMzj7hXw1d/zj1edDpsvgjs+A9/4fd+x9uzXVP45yejmNDdZ+TlahIKVdjJ+GB76zszzG97lt8/8XUh2wqZnwRM/9fu2vaG6z0p0qpCX2nMOfvb/Zp7//OMzj0++KFq8zcH4QXjp31f3WUuooJc6K9wkgm/KHHrCPz7/al8WA4zth21vrK7PyhIKuBWstJMffcAPSX7rbbDrh341z3wGLo8K9Y3P8tvOAd9eX41kx5L4gkidPfBfPt/+6oehd61vxhzeC5f/nV91dmPR3EBn/Gp1nzVd0GeqO49IseE9cOvH4Rm/BRe9A+74Nz+fyrmvg97j+gme97rqPqsQcC+BsljBSrsYfBS2XwPnvR5WPdX/XPCWY48pBCtbL63+8xJRsOJc5cPuRIoFebjpb3xV+Tmv9cHJUy479piuAb+1WGVLRRRLpP02r5oVqaGb/w5cCC/6C+g/efYawLVnwf57Yc1Z1X1WoY/iEmiSV7DSLh76jh9F8bw/mfuY3rXw5pv9P4NqJYoi+kK1pkg1Dt7n70Cv/LgPVObyh3fO5L9qFPLtEijopU6c851nn/EqH6jM5ar/8v2u5svnpYjFIZZcEgG3gpV2MbjTT9S20OqdG86rzecli9pKFaxILRzZ6bdrnz7/cQOn1ObzpgPu9i/opU7GD0F2dOEak85+/1MLyc4lEXBr6HK7GNoN/SfVr0mmUIW+BL4kUifD0aSFy+e5I62lJVSFLnVSmHhzvlqVWkt0LImAW8FKuxh9srLVZys13Tmx/b8kUicj+/xQzmpGR5RjCXVOlDoZjSbKLMwsWw/JjiXRSVzBSrsYebL+XxBYEl8SqZORvdWPUivHEhr2KXVSmNW7rjeOHUti+L2ClXaQm/KTENX7CwJL4ksidTK6r74B93RTpvKw1MjIk77Da2Fm2XoojMxscwpW2kFh9eO+ehb0qkKXGhvZV9+alaRqVqTGCgF3rI7/WpOdSyLgVrDSDgrrQtQzmu9c7rfF00qLVGNysL55OJ6EZLfysNTOxODMXED10rHMf26bU7DSDqZG/DZdp46JACufAhgcfKB+nyntK8hBbqK+eRj85IkH76/vZ0r7yozUr4N4waqnwuGH/aSKbUzBSjvIRMFKPb8kqW7o3wwH7qvfZ0r7yoz6bb0L+jVnwgEFK1IjUyP1D7hXPw2CjJ9rq40tGKyY2TVmdtDMflm0b8DMbjSzR6Jtf7TfzOzDZrbDzO4xs/OK3nNVdPwjZnbV4lzOEtWImhXwK97qrlRqYWrYbzuW1fdzVz8NJg4fu9KzSKUyI9CxvL6fueZMv23zG8dSalb+Dbj8uH3vBG5yzm0FboqeA7wU2Br9XA18DHxwA7wbuAA4H3h3IcCRGmhEzQrA6jP9rKOaVEuqlWlUwL00Cnqpk6kGNAOtfCpYvO1vHBcMVpxztwDH9965Arg2enwtcGXR/s867+fAcjNbB1wG3OicG3TOHQVu5MQASCrVsJqVM8EFcPih+n6utJ/pmpUGVKGD+l5J9cLAT7Vf73I42QErTm37PFxpn5U1zrlovCz7gcK61xuA3UXH7Yn2zbX/BGZ2tZltN7Pthw4dqjB5S0xmxM/8GYvX93NXF+5K2zuir4TycZkaFXD3rIKulX4RRTmG8nCZGtXvCmD1GW1fO1h1B1vnnANcDdJSON8nnHPbnHPbVq1aVavTtrdGdOoCGDgV4mkV9LNQPi5To5oyQZ1s56A8XKZGNWWCryE8+hhkx+v/2XVSabByIGreIdoWeqftBYqX/d0Y7Ztrv9RCZrgxhXw8AaueooJeqjdds1LnDrbgC/pDD0IY1v+zpX1MNTjgxsHBB+v/2XVSabByHVAY0XMV8M2i/a+PRgVdCAxHzUU3AJeaWX/UsfbSaJ/UwsiT0Lu2MZ+9WiOCpAZG9kI8BZ0N6He/5kw/x8vRR+v/2dI+RhqwiGFBoUm+jWu5Sxm6/AXgZ8BTzWyPmb0ReD/wEjN7BHhx9BzgemAXsAP4JPAHAM65QeC9wO3Rz3uifVILQ7th+UmN+eyVp/kpppfAdM+yiIZ3w7JN9Z2mvGDFVr8dVLAiVRh+wm8bURb3b4FYAgZ31f+z6ySx0AHOudfM8dIlsxzrgLfOcZ5rgGvKSp0sLDcJ4wdhWYOClcIaQUFuZq0VkXINPQHLNy183GIoLGgY5hrz+dIehp7wtYPdq+v/2bGY/+ygffOwZrBtdcN7/LZRNSsWjUByQWM+X9pDI2sHC6PoQuVhqcLQE42rHQRfFrv27XelYKXVDT3utw0v6Nv3SyKLrFA7qIBbWlkjA27wQVIbB9wKVlrdUKGdtEFV6DEV9FKloWgKpkY1Zcai1vA2LuilDhrZlAk+H7dxOaxgpdUN7faZtBE90GHmrjRs7xU/ZRE1smMiqBlIqtfo2kHwZXEbl8MKVlrd0BPQt6H+s9cWqKCXajW6dtCiYrCN70plkRX6DjaqdhB8WdzG5bCClVY39ETjo3lQQS+VG3qisbWDCrilWo3uOwjqYCtNbng3LD+5cZ+v9n6p1tBuWLaxgbWDhTzcvlXossiGGtyUCVHNSvvmYQUrrSyf8ROyNbRTl+5KpUqFIZ+NotpBqdZ07WCDZhIHNQNJE2v0HCug9n6pXsNrBxVwS5UaXTsIUTNQ++ZhBSutrCmqHlWFLlWYrh1shjzcvgW9LLJG9x0En4/buBxWsNLKxg74baM6JoLuSqU6Y9GC7Y2sPlftoFRrbH9jy2GImoHUwVaaUXbMb1M9jUuD2vulGtlxv003MA8r4JZqZccbWw6DD7rbuBxWsNLKshN+m+pqXBpUhS7VyEXBSrK7cWlQU6ZUKzvR2HIY1AwkTaxwV5psZLASZSEFK1KJZgi4VTso1QgDyE82NuAGjQaSJpYbh0Rn43uggwp6qUy2GWpWtBinVCHXBAE3aDSQNLFmqXqEto7oZREVmoFSDQxW1MFWqjFdO9jompVEWwfcClZaWW6iOaoeoa3bSmURNUUzkLX9InCyiJqh3xX4Jvk2zsMKVlpZdrzxNSvTzUDtG9HLIipUoTe8oG/v9n5ZRM0QcIOagaSJ5SYa27kWNOxTqlPos9Logj6WaOuCXhZR0wTcibYuhxWstLLseBO0k6oZSKqQmwAMEh2NTYepZkUq1DQBd3s3ZSpYaWXNEKxoNJBUIzvh87BZY9MRiylYkcpM16w0QzNQ+zbHJxqdAKmCmoGk1eXGG5+Hoe3b+9vdWCbPodEMiZixrCtJX0eyfh/eNKOB2jvgVrDSyppq6HL7Vj/KImqG2kHw+TjINToVUgLnHEMTOT568w5uuH8/g2NZxrMz/6QTMePsTcvZvKKb5V1JnnlyP889dSV9nQlsMWrwppc9aXSwkoCwffOwgpVWlhtvfKeuRNpvg2xj0yGtqdAM1GiJDgUrZcrmQwbHs+TDkCB05ENHGDqmciGHxzL0dSboSiUYy+QZ6E4RMyMX+Pd0JON0peKMTuUAoysVZyyTJ5v3zRiJmHFwNMPRiSx7hyYZnsgxOpXn4QOjPD44MX3cpWeuYdNAFwPdKdYt6yAIHffuHWb7Y0f5+a4jDI5n+fRPHgWgKxXnRaevZnVvmlQ8xtplHfSkE6zqTUfpzJGKx0knY6QTMdIJn8ZsEDKRCVjelSSViOEcJOLGss4kQeiwyTHSwHCQwk1kCUJH6HxQFToInSMIox/nf0f56Hno/OO+jgTpRHz69xiEjolsnmQ8Nv2Zd+8eIpMPMDNiZsSiuGv/yBTJeIwXH8mxbnyCL/xoJwBHJ3LkgpB0IkbofEtrb/Q56YQ/bzoRYyIbkIzHpn/vQegYmcrRnU4QNyMeM8azeYYmcoShIxYzJrMBXek4R8ayrOpN09uR4Oj03zVBEIY8dW0f528ZqFl+U7DSyprhrrTQMTI32dh0SGtqlmagRNpPmS4lu3fvML/xsZ8u+ueYwcqeNH0dCTb0d3Hx6asZ6E6xbXM/zzz5xH+Gr9y2afpxEDpuefgQOw+Ncd+TI9y66wijU3nGs3lCV5v0vS1+N3+ahGf+/X+Tb+C/1P7EBC+Jj/N333kQ8L+3VDw2HQDVkhm4BU75huduVrAiQD7rm14a3QxUqFnJZxqbDmlNzdCUCZDsUB4u08kruvi7V5xFPGbEzUjE/V04wGQ2YGVvmslsQMyMqdxMM82yriTOOSazIZ2pGPFYjIlMnnQyRk86ei0XsG5ZJwPdKfq7kiTilY0FiceMF52+mhedvvqY/bkgZO9RH5weGc8wkQ3o7UiSC0KmcgGZXEgmHzI8maMrFSeViLHn6ASdyTiJeIwjYxlygaMjGefCXT0EuxP8+cufQczwtR4xX/Nh+G08Zsf+RMckYr6W5NBYBoPodxgjbobDYfjfZz4MOXVVD2uXdRA6h4tqbDK5kL5OX+OT/v6PSNyznfv/4jIAkvEYyXgMF9XexM3IBqG/tsBfYzYI6UrFyeUdh8YyxAz6u1IkEzHCqOanUEu0dlkHyXiMsak8yzqTTOZ8jcxkNmAy52taprIBLvq9d6VquwyMgpVW1SyzJiY6/VZ3pVKJ3AR0r2p0KnwNoWoHy7KyJ81rzj+p0cmoSDIeY/NKX3YWthWbSMHBbt540ZYapKwKqU7IT9GVOvbfupmRjPugpyMWpyMZB07sgHzSitJuGvq7UwB0p/3npBIxlkXnW8yOzQpWWlWzzJoYTwKmu9Iy3fTAAb59zz660nESsRihc2xd3QNm7B+epL8rxVQuYCrn7/RGpnJk8yFnru+jIxln//AUU7mQRNwYnsgRi0FvR5IjY1mScaMrlfB3eTHDDDK5kP6uFCev6CIeM3o7Emwa6KIjGScfhHQm4yzrSjKZDbhr9xBTuZD9w5McGc8yOpXnwf0jjE75NvTx6C64vyvl77xCcPg7sEwuYO2yDoIQMvmAge4Ug+O+HX95V5JsPuTQWJauZJyB7hR/PTjIzrE1fOOr9zDQkyIMHT3pBOPZgNA5BrpTLOv0BeDJK7owjJGpHPnA330/sG+Eg6MZcvmQXBCSC93M4yAkG/g+As89bSWbBjpJxPydayJm5EPH0GQWw/jVMYeFQ3z7lp3T/QSScd+mf3Akw+HxDLm8474nh3nWZl+1nQ1CRiZzhM6RjMeIx4yedILOpL8Tz4eObD7E4ftLTGQDkjHDATGD4ckcY5mAeAwSsdgxd96/fu4GnrKmt3EZVErXDH0HAZKdvu9gGPqRQW1GwUqrapZZE838lyQ/1dh0tJj9I1Pc9tggE9mAwfG5OyfHDDqSceIxY3Qqz3/e9eQxryfjRi7wjccdyRiJWIyOZJxMLpiuwi104gsqaLcuVOcGoa8GLgQPQegYz+SJmQ+GLOrw15GM8+jhcfKB74j32JFxlnX6IGX/yBQdiThPDk+yojvlq53zkzyZN37w0MHpoAZ8WzvGdEfK+azsSTHQnZqu9k7FY75JoSNBIhYjkw+49mePzXv9pydz9Nso/+f6Bxf8vFsfHSQe83er3amED+CyefKBIxeEZfUPWNGdwgH5ICR0THdWPXfTcgUrraJZmjKnBztkINbZ2LQsAgUrrSoz4rfpnsamA/yXJKdgpRyvveBkXnvByYD/R3VkPIsZjE7l6Ukn6EjG6UzGScZterhlNh8ymQ3IhyHpZJxUPEYy7msIQudIJ+ZvIz40mmF0KkcucOw4OEYmH5DN+3ZrA0am8uSCkG0nD7C8K8lAd4o1fR3T/RAWxfsyvGLb6bzishfjnCMXOB//Rn0UJqJRCPnAsWdogn1DU3Sl4mxZ1U0qHmOgO8XyrtSCH+NrqQJygYs6HPqgIGbmR6p85fOkh3dx35suIxvVzGSi300qHmP98k7i0UgJw9dYzaXwO03GjWQsRi4MyQeOzqQfWWIGwxM5VvWmF2cordRXZhRSzVAORwFKbtLfQLaZugcrZnY58M9AHPiUc+799U5DWxg75Lfdq+c/rh4SHapZqUIiHmNNnx9VtXqem+lUNNzweIX26IWs6k2zqtfffT11bRPctWfGjumzYmakEsdeS1cqMd0GX2qb+mw6koW2+jl0dsFghu50gu703IeVErgd/3dKx+JEzft0RJMoru6rbedDaaDxg9CzptGpaPvBDnVt2DKzOPBR4KXAmcBrzOzMeqahbYwf9NseBSvSosYO+G3v2samA1Q7KJUba5ZgJZpGok0HO9S7ZuV8YIdzbheAmX0RuAK4v6yzZCc0NfbRx/y2WYKVzJivDp3L1DDEkvVp2031NH6tmYXkM5pIb3CX3zZFHu70tTzz5eF81s9W2lW7uSPmTk9H1Hm9iYXBTN+5pSrIRcFKE+ThZBSsTByF7jnysXM+vb11CK5iyZk01UC9g5UNwO6i53uAC8o+y5dfDzturFWaWtf6c2eq/hop1Q0Pfwf+bmOjU+L9r8egs7/RqZjfz/8Fvv/XjU5F48WSsP68RqfC5+GpoebJw7/1eTjj5Y1Oxfz2/gI+/eJGp6I5bLqw0SmY6TfzqYsbm46CC34fXlq7Xh5N18HWzK4GrgY46aTZx/CPP/21xDZeRDxuBIEjlYjN2pacD0NiZtPTHxcm7MnmQ5IJw7DpkRLO+c586UR8eljjgZEplnUm6UrF6UzFMSCTD/nJjsMMT+bYPzLF0fETp+hOxv1UPt0dCXrTSdIJP7Vzd9pPRdyVjE9PnNORjE9PcTyVC+hMxckFjkw+xDlHPOYnVBqd8lNRd6Z823vM4KGeZzH0s8empxMsjPwIHRwZyxCLaheOTmRJxmPTQy2D0K+tkYgba/o6mMwFTGUDgmiyocNjmenJhDL58JhRFEOTOSYy+cLfio5kjAvSr+alay+gtyNBX0eSkwY6WdFzXBCVGQOLLViz4pwjF32eczA4liWd9EN7u1MJUokYMYOpXEjoHGb+d12YUfHAaIbNicZ3LlswH29+Plz6t3VOVRNadTp0Lm90KuCCt/i74/lWrQ3zvoawa8Xip2f1GYv/GQtYMA8v26g8DJDug9OaIGjb/Dz4lQ8uXNtVr5qgdWfX9HTmFpozt5YfZvZs4K+dc5dFz/8cwDn3d7Mdv23bNrd9+/YT9r/hM7dx80OHjtnXmYxjUTBiBmHojlncqlqFkQAFJ6/w61Gcv3mATQNdTOUCDo5m6EjGmcoFHB7LkMmF7BueZN/wFPuG698eHouGlKajYC4IHf1dKTpTcfo6En7a6Ux+OgBKRAFfOhEnmbDpoaCJaK4OgI6Enx8D8PNq5AOeGJzggX0jHB6badYY6E7RGc2lcWQsQzxuM3NJmDGWydPbkSAfOiazAfGYMZENGMvkmMrN/Q8jHrPpNTfmev37f/wCtswy0ZOZ3eGc21bhr7Nic+VjkXIpD0s7qCQf17tm5XZgq5ltAfYCrwZ+u9yT/M6FJ/P8p6wikw95YN8IyzqTdCTjhKHDwfR0xMm40ZNOcmhsipiZn6o4dAyO50gmjJ5UgkxUW1GYSyKdiJENfC1Hb0eC/q4Uh8cyHB7LEDcjnYxzxrpeLj69vDa/XBBydCLL4HiWo+M54jHj0GiGXBBO14aMTeXo60wSOljRk6I7lSCT9wHXqat6MIOHD4yxojtFPhpC2d+VoiMVixa2mlncKgjdibUbiyybD3n8yDg33Lef/SNTHB7Nsm9kigtPXYFzTC/mlQ9DErEYuSD0Q1TNL6CVjkZQbFnZM30d+4anePqGZcRj8NjhCXJByMHRDBv7O+nvSh2zWJhzcNqanlkDFRERaV11DVacc3kzextwA37o8jXOufvKPc8lZzRBz+syJeMxVvd2sLq3ug5H65Y1voljLqlEjK1retmqyaxERKSG6t5nxTl3PXB9vT9XREREWlP7LSAgIiIibUXBioiIiDQ1BSsiIiLS1BSsiIiISFNTsCIiIiJNTcGKiIiINDUFKyIiItLU6jrdfrnM7BDw+BwvrwQO1zE5i03Xs/hOds6tqveHzpOPm/F3VI12ux5ovmtqtjwMzfc7qpauZ/GVnY+bOliZj5ltb8QaGYtF17P0tNvvqN2uB9rzmmqt3X5Hup7mpGYgERERaWoKVkRERKSptXKw8olGJ6DGdD1LT7v9jtrteqA9r6nW2u13pOtpQi3bZ0VERESWhlauWREREZElQMGKiIiINLWWDFbM7HIze8jMdpjZOxudnrmY2TVmdtDMflm0b8DMbjSzR6Jtf7TfzOzD0TXdY2bnFb3nquj4R8zsqgZdyyYzu9nM7jez+8zsj1r5ehpNebgxlI9rR3m4MZZsHnbOtdQPEAd2AqcAKeBu4MxGp2uOtD4fOA/4ZdG+DwDvjB6/E/j76PHLgO8ABlwI3BrtHwB2Rdv+6HF/A65lHXBe9LgXeBg4s1Wvp8H5Qnm4QX9z5WPl4Whfy/69l2oebsWalfOBHc65Xc65LPBF4IoGp2lWzrlbgMHjdl8BXBs9vha4smj/Z533c2C5ma0DLgNudM4NOueOAjcCly964o/jnNvnnPtF9HgUeADYQIteT4MpDzfob658XDPKw8rDddWKwcoGYHfR8z3Rvlaxxjm3L3q8H1gTPZ7ruprues1sM3AucCttcD0N0Oq/g7b4mysfV6XVr78t/t5LKQ+3YrDSNpyvi2upseNm1gN8DXi7c26k+LVWvB6pTqv+zZWPpaBV/95LLQ+3YrCyF9hU9HxjtK9VHIiq4Ii2B6P9s13Xc4E/BN5tZvvN7GP4NuKGXK+ZJfFfjs87574e7S7nevbOs38pafXfQcvmYVA+rpFWv/5y/96nAu8wswkz2w+8Gjhax/QeYynm4VYMVm4HtprZFjNL4TPNdQ1OUzmuAwq9rq8Cvlm0//VRz+0LgU7gXcAf46vnLsV/YX4b+EFdU4zvUQ58GnjAOffBopdKvZ7hqIryBuBSM+uPeqtfGu1bSpSHG5CHQfm4hpZKHh7G59ffAHLAyfi/9RbgrdG119WSzcON7uFbyQ++d/PD+N7of9Ho9MyTzi8A+/CZfA/wRmAFcBPwCPB9YCA61oCPRtd0HzABvCp67feAHdFrI8DvlfDZp+I7lRV6ja8HDgEvrPBaLsJXK94D3BX9vKzE67kX2FZ0rsL17ADe0Oi/k/Jw0+bhPwO+dty+DwP/XMX1KB8rD5eah+8FXgCMAa867u/9P6LytJR8/FvROQo/GeCHysPl/Wi6/SZkZpcD3wI6nHP54167Fkg5515jfm6Di5xzL5/jPG8G3gFsA74B3Ouc+9PFTb1IbfJwVJW9A9jgnBsyswTwJPBS59wdi38VstTVqiwuek8fvjPsPznn/nWx0t2OEo1OgMxqJXD4+C9HZB/wTADn3PvnO4lz7pNm9qv4L4cDfq3WCRWZQ9V52Dm3z8xuAV4JfBI/rPKwAhWpo5qUxQBmFgP+A1+rokClTK3YZ2UpOAysjO4kj7cuer1UnwSeDnzEOZepReJESlCrPHwt8DvR498BPleDtImUqpZl8fvwk7j9YS0SttQoWGlOP8O3a76ieGc0VO2l+HbJBUXH/xO+M9Zfm9lAbZMpMqea5GHgP4FnmNnTgZcDn69hGkUWUquy+NXAa4DfdM7lap3IpUDBShNyzg0DfwN8xPz6G8lo8p8v4zuIlXp3+c/Adufcm4BvAx9fjPSKHK9Wedg5NwV8FV99fptz7olFSrLICWqRj83sXOAjwJXOuUOLmd52pmClSTnnPoAf9vkP+NETt+JnG7yk0JxjZu8ys+/M9n4zuwLfxv/70a4/Bs4zs9cudtpFoPo8XORa4CzUBCQNUIN8fAV+7Z2fmNlY9LNQnpfjaDSQiDQ1MzsJeBBY646bqVNElgbVrIhI04pGUPwx8EUFKiJLl4Yui0hTMrNu4ADwOE28GqyILD41A4mIiEhTUzOQiIiINDUFKyIiItLUmrrPysqVK93mzZsbnQxpE3fcccdh59yqen+u8rHUivKwtINK8nFTByubN29m+/btjU6GtAkze7wRn6t8LLWiPCztoJJ8vGAzkJl1mNltZna3md1nZn8T7d9iZrea2Q4z+5KZpaL96ej5juj1zUXn+vNo/0Nmdlm5iRUREZGlp5Q+KxngYufc2cA5wOVmdiHw98CHnHOnAUeBN0bHvxE4Gu3/UHQcZnYm8GrgafhhiP9iZvEaXouIiIi0oQWDFeeNRU+T0Y8DLsav2QF+Ouwro8dXRM+JXr/EzCza/0XnXMY59yiwAzi/FhchIiIi7auk0UBmFjezu4CDwI3ATmDIOZePDtkDbIgeb8Cvm0D0+jCwonj/LO8RERERmVVJwYpzLnDOnQNsxNeGnL5YCTKzq81su5ltP3RIC1RKa1I+llanPCzNpKx5VpxzQ8DNwLOB5WZWGE20EdgbPd4LbAKIXl8GHCneP8t7ij/jE865bc65batW1X2EnkhNKB9Lq1MelmZSymigVWa2PHrcCbwEeAAftPxmdNhVwDejx9dFz4le/4Hzc/pfB7w6Gi20BdgK3Faj6xAREZE2Vco8K+uAa6OROzHgy865b5nZ/cAXzexvgTuBT0fHfxr4nJntAAbxI4Bwzt1nZl8G7gfywFudc0FtL0dERETazYLBinPuHuDcWfbvYpbRPM65KeCVc5zrfcD7yk+miIiILFVaG0hERESamoIVERERaWoKVkRERKSpKVgRERGRpqZgRURERJqaghURERFpagpWREREpKkpWBEREZGmpmBFREREmpqCFREREWlqClZERESkqSlYERERkaamYEVERESamoIVERERaWoKVkRERKSpKVgRERGRpqZgRURERJqaghURERFpagpWREREpKkpWBEREZGmpmBFREREmpqCFREREWlqClZERESkqSlYERERkaamYGUpy01BPtvoVIhUzjnIjDU6FSLVyYw2OgVNT8HKUhUG8MmL4aPPgkMPNTo1IpX59p/AP2yFB77V6JSIVOber8LfbYIf/C2EYaNT07QUrCxVQ0/Awfvg6GPwqZfA7tsbnSKR8t3/n5CbgC/9Dtz+qUanRqR8D38XcHDL/4Wvv9nXFsoJFKwsVYO7/PbX/xViMbj9k41Nj0i5cpMwcQQu+mM46UL48YcanSKR8g0+ClueD89+G/zyqzD0eKNT1JQUrCxVw3v89uTnwIqtMLqvsekRKdfIk3678ilw0rNhbL+q0aX1DO+BZSfBqS/yz0f3NzY9TUrBylI1dsBve9ZC3zoYUbAiLaZQqPeuhb71EOZh4nBj0yRSjjCA8YM+D/eu9/sKQbgcQ8HKUjW6D7pWQCIFvesUzUvrGSsKVnrX+seqIZRWMn4YXHhcHlZZPJsFgxUz22RmN5vZ/WZ2n5n9UbR/wMxuNLNHom1/tN/M7MNmtsPM7jGz84rOdVV0/CNmdtXiXZYsaPSAr1UBH6xkRzV8TlpLcc1K7zr/WDWE0koKwXXvWujsh3gaRlWzMptSalbywJ84584ELgTeamZnAu8EbnLObQVuip4DvBTYGv1cDXwMfHADvBu4ADgfeHchwJEGGN03E8kXCnpF9NJKRvf7wr1jeVEeVrAiLaTQHN+7Dsx8k7zK4VktGKw45/Y5534RPR4FHgA2AFcA10aHXQtcGT2+Avis834OLDezdcBlwI3OuUHn3FHgRuDyWl6MlGF0/0yw0qeCXlrQ6H7oXeML+Z7VgKmgl9ZSKHN71vitmuTnVFafFTPbDJwL3Aqscc4V/rvtB6LfNhuA3UVv2xPtm2v/8Z9xtZltN7Pthw4dKid5Uqow9J26ir8goI5dNaR8XAdj+2eaMuNJ6F4FI3sbm6Y2ojxcB6OFgQ6Fsnit8vAcSg5WzKwH+BrwdufcSPFrzjkH1GQmG+fcJ5xz25xz21atWlWLU8rxsmN+5ETXgH/etwESnfDLrzU2XW1E+bgOJodm8jDAyq3wwHVaQqJGlIfrYGoIUr1+oAP4aSQGd8G+exqarGZUUrBiZkl8oPJ559zXo90HouYdou3BaP9eYFPR2zdG++baL/VW6Eib7vXbVBc8/RWw53bNUyGtIzM6k4cBznktTA3D4YcblyaRcmRGjs3D577Wb5/4WWPS08RKGQ1kwKeBB5xzHyx66TqgMKLnKuCbRftfH40KuhAYjpqLbgAuNbP+qGPtpdE+qbdMVDGW7pvZd9olMHkUfvFvWitIWkNm5Ng8vOV5EE/BTz4IR3aqhkWa39QIdBTl4eUn+9qVn/8LHH0cJgYbl7YmU0rNynOB1wEXm9ld0c/LgPcDLzGzR4AXR88Brgd2ATuATwJ/AOCcGwTeC9we/bwn2if1Nl2zUvQledor/JTP33oHfPR8ePh7jUmbSKmOr1lZfhI87098c+ZHzoP/+qPGpU2kFMfnYTN4+Yf8mm3//Az44BkNS1qzKWU00E+cc+ace4Zz7pzo53rn3BHn3CXOua3OuRcXAo9oFNBbnXOnOufOcs5tLzrXNc6506Kfzyzmhck8dt/mt8URvRm8/J9mnj/247omSaQsT94JQRY6lh27/6J3zDy++z/qmyaRcowf8TWAxTeN4GsIz/5t/zg/pRrCiGawXUrC0C9D/r2/gM3Pg/XnHvv6ilN9VA9qCpLm9eC34TMvg76Nvq9VsUQa3nRTY9IlUqpDD8OnLvbzrFzwP058/bL3zTw+eF/90tXEFKwsJT/7iF+G/Nzfgd/5uh/uebxtvwenvND3UhdpNrtvhy++FladDm/+AfRvPvGYjdvgRX/pH+uuVJpNdhyuucxvf/fb8JRLTzymawDe8B3/eHKorslrVgpWlpL99/rVPX/t/80MlZtNqgcyY/VLl0ipDt4HOHjVtX5CuLmke/w2q3wsTWZkH0wOwkveC5ueNfdxKeXhYgpWlpLcpO/MZTb/cakev1aQSLPJTvhtcafE2aS6o+NV0EuTyY37bal5WDeOgIKVpSU77udUWUhaNSvSpAoFfbJ7/uMKd6XKx9JsCgH3QmVxIZhRwA0oWFlachOQ7Fz4uGSn74Uu0mxyk2Dx2ftbFUtG/wjyk4ufJpFy5KJgJblAsFIoq3PKw6BgZWnJTSx8RwoQS0AYLH56RMqVnfDV4ws1ZcYSfqsZmaXZlBqsFPKwU1kMClaWlsnhY+dWmYvF/dpBIs1maujEeSlmE4uKNuVjaTaF0T0LlcUW91vlYUDBytIRhn458sIKy/OJJXw072qyNqVI7Yw8CX0l5mHQXak0n9F9frtQWTxdO6g8DApWlo6JIxDmoG/9wsdOF/SqQpcmM/R46QE36K5Ums/Q49A54CcwnE8sBpiClUii0QmQOrnubX7btWLhY4ur0GPxxUuTSDl23+bXTDl+iv3ZKFiRZpTPwp3/XvrxsYTycEQ1K0vFw9/124EtCx+rgl6a0eP/7bcrn7LwsYUgW3el0kyGd5d3vIKVaapZWQr23+vnnVhxGmx45sLHK1iRZjM1DHd/yT++4qMLH28KVqTJOAc/+oB//IbvlvaeWFx5OKKalXY3vBc+/yo/guI1XyjtPerYJc0kyMGXXw9HHoHXf3Phtn5QwC3N54fvh3u+CC/6Czj52aW9J6aRmQWqWWl333gLZEbg975bWudaANOwT2kiP/5H2PVDuOJf/CKbpVCwIs3k0VvgR++Hc14Lz/+z0t+nZqBpqllpdwd+Cc/4LVh7VunvUc2KNJMDv/SrLJ/72tLfozwszeTA/X77kvcuPKFhscI0EqJgpe1lxhZeMOt4uiuVZlJRHo76rKigl2ZQWBi2krJY5TCgYKW95TN+bpV0T3nvU7AizSQzOrMwYalimv1TmkhmFOIpSKTKe5+pg22BgpV2VlhxNlXhXam+JNIMsmMKuKW1ZcbKD7hBHWyLKFhpZ9NVj7orlRaWGasg4FawIk2kkoAb1AxURMFKOyvUrJTbTlpYmXlqqKbJEalIdrSCPNzpt4VF40QaqZKAGyDV5ecYEgUrbS1baAYqM6Jf+3S/3XdPbdMjUi7nog62ZebhdC8sPxn2Kw9LE8iOVlazsuYsXw5rUVkFK22t0pqVvg3QvQr23VXzJImUJT/lR/RU0t6//lx48q6aJ0mkbJX2WVl/DkwchuE9NU9Sq1Gw0s4qrVkxg3XnwJN31jxJImXJjvttuQE3+IJ+6HGYGKxpkkTKlh2vrGZl/bl+qxtHBSttrVDQp7rLf+/6c+HQg5CdqG2aRMoxHXBXmIdBBb00Xna8spqVNU/znWx146hgpa1NBysVVj+60C+CKNIo1QTc6872WxX00mjZscrycLITVp2h5kwUrLQ33ZVKq6smWOnsh/4tKuil8bLjleVh8DeOT9655DvZKlhpZ9lxPwNiKavUHq93HXSv1l2pNFal/a4K1p+jYEUaK5/1M4lXE6xMDsLw7pomq9UoWGlnhXbSchbOKjDTaAppvGpqVsDn4eEnYPxI7dIkUo6qA+6olnuJl8UKVtpZpe2kBevPgcMPzfzDEKm3Qt5LdlX2/nXn+O0+1RBKg1QbcK9WJ1soIVgxs2vM7KCZ/bJo34CZ3Whmj0Tb/mi/mdmHzWyHmd1jZucVveeq6PhHzOyqxbkcOUY17aTgC3oXwoH7apYkkbJUe1da6GSrCQ6lUXLRiMpKy+JkB6w+Y8lPcFhKzcq/AZcft++dwE3Oua3ATdFzgJcCW6Ofq4GPgQ9ugHcDFwDnA+8uBDiyiKoNVrpX+q2me5ZGqfautHM5xJLKw9I41QbcAF0rl3weXjBYcc7dAhw/q9IVwLXR42uBK4v2f9Z5PweWm9k64DLgRufcoHPuKHAjJwZAUmuVju0v0GJw0mjVNgMBxJPKw9I41QbcoDxM5X1W1jjn9kWP9wNroscbgOIuy3uifXPtP4GZXW1m281s+6FDhypMngCQGan+CwIQ5GqTniVE+bhGMqN+Yc1YFd3rYiroK6E8XCOZUb+tpiyOJSFY2nm46g62zjkH1GwAuHPuE865bc65batWrarVaZemiSPQtaLy98eiYCVUsFIu5eMamTgC3VXkYYB4QgF3BZSHa2T8sN92raz8HPHEki+HKw1WDkTNO0Tbg9H+vcCmouM2Rvvm2i+LxTn/JammoJ+uWVnaEb000Pjh6gp5iGpWlnZBLw00EQUr3VXk41hyyQfclQYr1wGFET1XAd8s2v/6aFTQhcBw1Fx0A3CpmfVHHWsvjfbJYpk4AkGmuoI+FvdbFfTSCM7ByN7qCnnwfa8UcEujDO/1TZnJzsrPEVPNSmKhA8zsC8ALgZVmtgc/quf9wJfN7I3A48CrosOvB14G7AAmgDcAOOcGzey9wO3Rce9xzmkp1MX0kw8BBqe9uPJzxNRnRRro4e/6xTSf9abqzqMqdGmUkX1w9xdg66XVnSeugHvBYMU595o5XrpklmMd8NY5znMNcE1ZqZPKHNkJt/4rnPtaWPv0ys9TaAZS50SptyAH3/tLWLEVnvm71Z1LHWylUX7wtz7vvfjd1Z1HeXjhYEVa0PffDfEUvOgvqzuPhi5Lo9z+aTiyA17zpZmguVJxtfdLA+y7G+76PDznbTBwSnXniqvflabbbzeHHoYH/gue+0fQt666c2nosjTKj/8RtjwfnnJZ9eeKJRRwS/395EN+UsLn/Wn159LQZQUrbWdsv99ufm7159LQZWmEMIDxg3DyRZUtwnk81axII4zuh7Vn+YClWrH4ki+HFay0m2y0DkU1Pc8LCs1ASzyilzrL1TAPg0ZSSGNkx6ubebmYAm4FK21nuqCvwZdEQ5elEXKTfluzYEVV6NIAucna5mEX+OH8S5SClXZTy4LeTL3Qpf5qGXBDNHRZeVjqLDdZ2zwMSzofK1hpN9MFfRXrUBRT9aPUWyHgTtWooNcMttIIuYnaBSua80rBStupeXu/alakzmpes6JmIGmAmjYDFWpWFKxIu6h1e78WgZN6q2UncVAHW6m/MIR8LZuBtE6bgpV2k5uAeHqmc2y1VNBLvU0H3LWqQlfALXWWr3UncdWsKFhpN7WseoSoGSio3flEFlLrpsy4mjKlzmodcGvpEwUrbSc3Aakada4FNQNJ/dW8ZkXBitRZIeCuZSdxWNJlsYKVdpOdWISalaX7BZEGWIyhy0u4kJcGqPlcQRq6rGCl3dS6GUhDl6XeFmVEm/Kw1FF23G9rPc/KEi6LFay0m1qO7QctAif1V/MRbRq6LHW2GLMww5IOuhWstJuad7BVFbrUWW7CF86FToXV0iJwUm+L1cF2CQfdClbaTW6idrPXgkZSSP3lJmvXMRHUwVbqr9b9rtRnRcFK28ktRgfbpfsFkQaodVNmIeBewovASZ0tWgfbpVtDqGCl3dS8g62agaTOFmNEGyjolvrJ1bqDrYYuK1hpNzXvYKuRFFJntVytFjSSQupv0TrYLt2AW8FKu6n1XalGUki9LUZTJijolvpZjLmCYEkH3ApW2kmQ8wVyLWew1UgKqbda16wU2vsVdEu95CZ9vkukanM+BdwKVtpKraseQR1spf5q3sFWIymkzhYr4F7CeTjR6ARIDS1GsKIZbKXe1AzUEsYzeR45OEYmFzCVD8nkAoLQEYsZcTNiMcjmQzL5kD1HJzln03KC0BE4Bw5C53CFLeCi545jXyN6HoaQyYck4kYqHiMRNxKxGDGDwfEs2SCkO5UgF4R0JP2q89kgJBeEABhGzCBmhpn/nEw+ZFVPikQsRnc6gdns1+ocrOhJkQv89XQm48Rjxx6czYeMTuXp7UiwcXiInngH+wYnSMZjxGNGOhnzv5fo8y1Ki/+ByVwwPWBtZCpHLu/IhT79dmSKpwIuyGHR72oiG2AGmVxIVzpOKh7D5roAIBeE0d/lxGOcc+RDRzI+U38Rhm7695EP3XQ6iz8jCB0GxGKGixKfDx3ZfEg8ZtN/h1pQsNJOat0DHVSzIvVX8w62GkmxGB7cP8pvfOynjU5GU/pQ8nHOM3jBB26uyfk22iF+kob/9ZVf8JUv9s46Cr8rFWdFT4psFExl8iGTuYBMLqQzFWdwPEtHMkZXKkEiZiRiRjxuTOVCjo5nyYeOjmQM53xgE0afEY8ZQXjsBxaCvny0vxD/+KDTP37jRVv43y8/sybXDwpW2kutZ00EDV2W+stN1H5SOFDQXWOnre7hmt/dRkciTjoZI52IT/9jC50jdJCKx0jGjQf3j7KqN00ier1QK1KoXYCZGo+ZLcDM3bwB6WSMfOBrAXJRrUk+cCzvStKdTjCe8X/jXBASMyMZj5GM+9qXMKqpKdTaFIxM5cgHjiPjGToScTiu4sE52D88NV1TMJHNk0rEsOMONIOedIJMPuSsn3TRObacf3jB2eSCkPFM3tcKxeyYmiPnHEMTvnxd0ZMmm/e1QGv60iSi310qHqMzcxC+BZds7WfNutOImZENQpZ1JjF8DdHQRI4DI1OMZfIs60ySTsToSsUxMzL5gNW9HdPpyIchucCRD0LSCR/kAEzlQpJx/3tLxI3QQRCGxGO+Vsjh/64u+j1O5UK60wmccwShIx7z6U0lYpy1cVlN85uClXayGMGKhi5LvS3GXEGgoLvGlnUmufj0NSUdu3VN7yKnxlvZk67L5yzojhCsj9985sbanG8sAd+Cy85YyWXnP7U252wxClbaSa1Xq4VobSDdkdbaL544yu2PDtLfneLwmL+jK9zdPHp4nMlcwLLOJH0dSRyQj9rdg9CxaaCL8Uyemx44SCYf8oKnrCQIHZO5kBXdKZIJIxWPk8kH0+3qk9lg+rNjZiTiNt3+bmZsWN5BEMLwZI7xTJ5E4e4qZkzmAsam8oxl8uQCR29HgpHJHA7oTiXIh/4u1hXdrvZ1JjEzpnIBTw5NMp7J05GME4SOjmSc7nSC3o4E3ak4ucDx4P5RLtq6gs6EcXl+ip/vnmTPHXsYmsiye3CC5562kql8yMP7R9l5aIzxbMBEJs++4SlOXtFFVyoB+HOv6E7R25FkeVfS9x/YP8Rzge/ft5fRJ/s4Op6jMxWntyPB0ERu+ncbj/n2/DB0HBrNkA0cXak4yzr9uR49PE7oIG7+d5LJB3Sl4sRjMUancqzoTjEylfd34In49N1rNupnYQbrl3WSTsSYivp5pBO+P8NENiCd8FXwtz06yF//2tNYu6yjHllRFkPN12iL+n4s4YBbwUo7WaxmIFWf19xPdxzmH773cE3O9f0HDtTkPAuJmf+HngvcrO3YhX53x7enpxMxVvelGZvKEzp/ntGp/HR7d8HXfrGHLqa4vAN+sHOUTzx89/Rr1/7s8enHK3vSbOj3//SPTmSnmyAms3nGMgHZfMBoJj+djotje3huCj584wPc47IlX2s4S7+AYoUq/eLfQyoRIxeEOOd/H8mYr8r3HT1Lm+4/nYjxW/s2KVhpZblx6Flbu/PF1ZSpYKWdZAsdbGs9dHnpRvOL5a0vOo3ffe4Wjo5nGRzPTrd3A+QCx4b+TuJmjE7lyIf+Dh/g4GiGqVxAX4cvvGJmdKV9jYUZjEzmSMRiZINwuhMc+CAjlfA9/YPQkQ8cyYSvOSnUphwczdCbTrB1TS+hc9P9AbpScXo6EnRGPfsncwGpeIzCv94gGkVQqMVxznF4LEsqHqMjFZt1lIJzbrp2JB31edh5aIzk1BH4LPyPF5/FK898Pqt7O3j0yDgGdKfjDHSnGeheeO4K5xwHRjKEzpF8DPhP+MRrz2Zq7TZSiRhhNJoiZrC8K0XMfPBVqB0a6E6Rj9rghyZyDE1kWbe8k1R0ncUjQfJBSBC12XcmC3+LY48ptOkfHM0A0JGM05GMHTOCpMC/VrtRFNIANa9Z0Yi2ugcrZnY58M9AHPiUc+799U5D2yrUrNSyc2JhEbgwhJim5akVM6MnnaAnnWDTwNx/r87Usf+0lnfN/496dW/5d+Nr+sp7j29ymXH8/1UzY1Xv/H0Hiq+/4Gnrl8HRIQAGli9nIOrncE7X8rLSVzj/dM1EXw8Aa7tjsLL0CRMT0XWt6k3Pez2JeOyYgjQRP3FoqEVNb+uXH/sPrCu18N9UWlBusraTc2pEW30nhTOzOPBR4KXAmcBrzKx2Y5uWMufgoevB4tDZX7vzpvv8NjNSu3OKzOXBb/tt96ranbNDeVjqaM8dMLoPulfW7pyxOCS7YWrp5uF63yqfD+xwzu1yzmWBLwJX1DkN7enH/wgPfgte8jfQUcMhY10Dfjt5tHbnFJnNoz+G7/0lPPVX4LQX1+68ncrDUiejB+BLr4W+DfDct9f23F0DMDlY23O2kHo3A20Adhc93wNcUPZZvvIGePRHtUpTe5g4Ame9Ep79ttqet1DQf+IFM1M+N7v/7xfQubzRqZjfzz8Ot3yg0aloLplRWHEq/PrHa9vkWAi4r/+fcONf1e68i+nKj8NTLm10Kua39xfw+d9sdCqaS24KXAhvunEm39VK1wDc+1V45Hu1Pe9ieebvwiW1+7413X8fM7sauBrgpJNOmv2gk58za0YInZ8ieLY249kUeuyXI3BuetrmZuI6B7CL3gFmHBiZYjIb+GmazTh1VTfOwZ6jk0xFwy0nswFHxrOMTuUZ6E4Cfuhpf3eKo+NZ9g5NsrG/k4Gec9lwwdtIhVONvsTSxRvfB2DBfLxyKzzt1+ucqiYXT8EFb5lptqmVdC9c9n9gcFdtz7uY+tY1OgUL5+GuAeXh2Tzt12HtWbU/7wvfBTturP15F8vaZ9T0dOaOH2e4iMzs2cBfO+cui57/OYBz7u9mO37btm1u+/btJ+z/86/fyx2PDxKPxdgzOMFoJk8y7odUJmJGX2cymmHv2PUm4jFjbV8Hk7mAoYkso0Uz/WXz4fTaEEPRPAypRIwwdEzm/HwVzsHgRBbn/PDC7nRieo2IeMwHMMl4jI6kDwYK61pM5vwaDgNdKWLRNMeZfEg2+lnZk6a3I0EudOTyflbGXOjI5AI6knEccHQ8y7LOJKlEbHrI56b+TrL5kB2HxtgzOElXOj49G2KxVCKGc67koZMn/t3gKat72TTQxamru3nhU1Zz5vo+ulLxY9aSWCxTOT9HSDxm05/nnJt1hMloJj89UuZ4ZnaHc27b4qb2RHPlY5FyKQ9LO6gkH9e7ZuV2YKuZbQH2Aq8Gfrvck2zs72RooicaWghPW7eMgZ4U+SBkZDJPMhEtFkU0TXM0hHPf8CRTuZC+jgR9nUl60glGp/KMTuXo6UgwnvETPR0dz3HSQBe5wK+t0JmKTw/bHOhOEY8Zk9mA8WyeiWxAGDqCqFYnkw/J5ANW9qSmh4pm8zNzLITREMauVIJkPMbIZI5MPmB8JE8y7od5ppMx0kA6mvI4HjP6u5JMZAJSiRixmJEPQn7x+FE6knH6OpO85Mw++ruTDE3kOH1tLxv6O0nGY+w5Osm+oclomKbxvKesZCITkAtDVvWkWbusg8HxLIfHsvSk/XoSoXOs6E5PB0kP7B9h58Ex9hyd4PsPHOBff+TvULtScc49aTk96QTdqQRd6TiT2ZBsEJLNB+wfyTA8kWU8GzCZ9b/H9cs7OTqe5eh4lkTc6E4nWN6VJB+46UXOwtBPpz2RDZjKBUwUTWi2sifFRNbvW9mTpq8jMZ3mw2MZcoHj7r+6lGVdswcsIiLSeuoarDjn8mb2NuAG/NDla5xz95V7nre+6LSap03mdiUbph/vPDTGLQ8fInTw0P4RHjk4xpEx35x0dCLL8s4k6WScZNzo70px8sbldKfjdCYTjGVyPHp4nP6uJM/aPEBXKs5YJs+h0Uw0E6hNr9iaiBuG0ZGMsaavI6odc+wfnuLQaIZVvWnM/Iyr+cDR15lkWWdyehZYERFpH3Xvs+Kcux64vt6fK7Vx6qoeTl3V0+hkiIjIEqJZvkRERKSpKVgRERGRpqZgRURERJqaghURERFpagpWREREpKkpWBEREZGmpmBFREREmlpdp9svl5kdAh6f4+WVwOE6JqcR2v0a6319JzvnVtXx84B583G7/32h/a9xqedh0N+4HTR9Pm7qYGU+Zra9EWtk1FO7X2O7X99ClsL1t/s1tvv1laLdfwftfn3QGteoZiARERFpagpWREREpKm1crDyiUYnoA7a/Rrb/foWshSuv92vsd2vrxTt/jto9+uDFrjGlu2zIiIiIktDK9esiIiIyBKgYEVERESaWksGK2Z2uZk9ZGY7zOydjU5PqczsGjM7aGa/LNo3YGY3mtkj0bY/2m9m9uHoGu8xs/OK3nNVdPwjZnZVI65lNma2ycxuNrP7zew+M/ujaH/bXGOtKA83799X+bg0rZqHof3zcVvmYedcS/0AcWAncAqQAu4Gzmx0ukpM+/OB84BfFu37APDO6PE7gb+PHr8M+A5gwIXArdH+AWBXtO2PHvc3+tqitK0Dzose9wIPA2e20zXW6PekPNzEf1/l4/bOw1H62zoft2MebsWalfOBHc65Xc65LPBF4IoGp6kkzrlbgMHjdl8BXBs9vha4smj/Z533c2C5ma0DLgNudM4NOueOAjcCly964kvgnNvnnPtF9HgUeADYQBtdY40oDzfx31f5uCQtm4eh/fNxO+bhVgxWNgC7i57vifa1qjXOuX3R4/3AmujxXNfZEtdvZpuBc4FbadNrrEK7XV/b/n2Vj+fUjtfWln/fdsnDrRistC3n691afiy5mfUAXwPe7pwbKX6tXa5RZtdOf1/l46WrXf6+7ZSHWzFY2QtsKnq+MdrXqg5E1W1E24PR/r3AN8xs0szGgBcAf4ZfbKppr9/Mkvgvx+edc1+Pds93jbNdS7v9jY/XbtfXVnkYlI9L0I7X1lb5uN3ycCsGK7cDW81si5mlgFcD1zU4TdW4Dij0sL4K+GbR/m7gV4EXA/cCTwPOAS41s/6oJ/elwA31TPBczMyATwMPOOc+WPTSfNf4+qgn+oXAcFRFeQNNeo01ojzcxH9f5eOStFsehjbKx22ZhxvRq7faH3zP5YfxvdH/otHpKSPdXwD2ATl8298bgRXATcAjwPeBgehYA0aAJ/Ffjm3A/wW+BfwesCP6ecMsn3MqvvNYoTf4euAQ8MJFvr6L8NWK9wB3RT8vW+AaPxr9He8FthWda95rbPUf5eEF8/CfAV87bt+HgX+uwzUqH7dxHo7SXq98/FvAWNFPBvih8nD5P5puv4mZ2WPAm5xz3zezTcB3ga875/53NK/BRc65l8/x3jcD78B/sb4B3Ouc+9M6JV0EqDwPR1XUO4ANzrkhM0vg/1m81Dl3Rx0vQaSqsrjoHH34Tq7/5Jz710VPdJtRsNLEoi/ISiAPDAPfBv7EOTdZ4vuvA7bgI+xnOecyi5RUkVlVk4fN7Dv4fwifNLOXAx9wzp25mOkVmU0NyuIYvqllt3Pu9xcrne0s0egEyIKudM59v8L3fhL/BblagYo0UKV5+Frg9/H5+HeAz9U0VSLlqaYsfh9+crY/rGF6lpRW7GArJYiGrP0TvpPVX5vZQGNTJFK2/wSeYWZPB14OfL6xyREpn5m9GngN8JvOuVyj09OqFKy0r38Gtjvn3oSvsvx4g9MjUhbn3BTwVeA/gNucc080OEkiZTGzc4GP4GtlDjU6Pa1MwUqLMrN3RW36s712BX5K5ELb6B8D55nZa+uVPpGFzJeHi1wLnIWagKRJLZCPr8CvqfMTMxuLfhbK8zILdbAVkaZlZicBDwJr3XEzcIrI0qGaFRFpStEIij8GvqhARWRp02ggEWk6ZtYNHAAep0lWshWRxlEzkIiIiDQ1NQOJiIhIU1OwIiIiIk2tqfusrFy50m3evLnRyZA2cccddxx2zq2q9+cqH0utKA9LO6gkHzd1sLJ582a2b9/e6GRImzCzxxvxucrHUivKw9IOKsnHCzYDmVmHmd1mZneb2X1m9jfR/i1mdquZ7TCzL5lZKtqfjp7viF7fXHSuP4/2P2Rml5WbWBEREVl6SumzkgEuds6dDZwDXG5mFwJ/D3zIOXcacBR4Y3T8G4Gj0f4PRcdhZmcCrwaehh+K+C9mFq/htYiIiEgbWjBYcd5Y9DQZ/TjgYvy6HeCnxL4yenxF9Jzo9UvMzKL9X3TOZZxzjwI7gPNrcREiIiLSvkoaDWRmcTO7CzgI3AjsBIacc/nokD3AhujxBmA3QPT6MLCieP8s7xERERGZVUnBinMucM6dA2zE14acvlgJMrOrzWy7mW0/dEiLVEprUj6WVqc8LM2krHlWnHNDwM3As4HlZlYYTbQR2Bs93gtsAoheXwYcKd4/y3uKP+MTzrltzrltq1bVfYSeSE0oH0urUx6WZlLKaKBVZrY8etwJvAR4AB+0/GZ02FXAN6PH10XPiV7/gfNz+l8HvDoaLbQF2ArcVqPrEBERkTZVyjwr64Bro5E7MeDLzrlvmdn9wBfN7G+BO4FPR8d/Gvicme0ABvEjgHDO3WdmXwbuB/LAW51zQW0vR0RERNrNgsGKc+4e4NxZ9u9iltE8zrkp4JVznOt9wPvKT6aIiIgsVVobSERERJqaghURERFpagpWREREpKkpWBEREZGmpmBFREREmpqCFREREWlqClZERESkqSlYERERkaamYEVERESamoIVERERaWoKVkRERKSpKVgRERGRpqZgRURERJqaghURERFpagpWREREpKkpWBEREZGmpmBFREREmpqCFREREWlqClZERESkqSlYERERkaamYEVERESamoIVERERaWoKVkRERKSpKVgRERGRpqZgRURERJqaghURERFpagpWREREpKkpWBEREZGmpmBFREREmpqCFREREWlqClZERESkqS0YrJjZJjO72czuN7P7zOyPov0DZnajmT0Sbfuj/WZmHzazHWZ2j5mdV3Suq6LjHzGzqxbvskRERKRdlFKzkgf+xDl3JnAh8FYzOxN4J3CTc24rcFP0HOClwNbo52rgY+CDG+DdwAXA+cC7CwGOiIiIyFwWDFacc/ucc7+IHo8CDwAbgCuAa6PDrgWujB5fAXzWeT8HlpvZOuAy4Ebn3KBz7ihwI3B5LS9GRERE2k9ZfVbMbDNwLnArsMY5ty96aT+wJnq8Adhd9LY90b659h//GVeb2XYz237o0KFykifSNJSPpdUpD0szKTlYMbMe4GvA251zI8WvOecc4GqRIOfcJ5xz25xz21atWlWLU0qpbvgL+NLrwNXkT7mkKR83yL1fhU+8EMYPNzolLU95uEEOPgAfuwge/2mjU9JUSgpWzCyJD1Q+75z7erT7QNS8Q7Q9GO3fC2wqevvGaN9c+6UZHLgffvb/4IHr4MjORqdGpHz5LHztjfDknfDAfzU6NSKVufl9cOBeuP1TjU5JUyllNJABnwYecM59sOil64DCiJ6rgG8W7X99NCroQmA4ai66AbjUzPqjjrWXRvukGfzs/808PvRg49IhUqlffnXm8eGHG5cOkUoN7oIHvuUfH36ksWlpMokSjnku8DrgXjO7K9r3LuD9wJfN7I3A48CroteuB14G7AAmgDcAOOcGzey9wO3Rce9xzg3W4iKkSiP74J4vw1mvhHu/AkNPNDpFIuVxDn76EVj9NMApD0tr+tlHIZ6Ep1wOj/6o0alpKgsGK865nwA2x8uXzHK8A946x7muAa4pJ4FSB7d+HFwAL3oX/PJrMKkYUlrMjpvg4P1w5cfhrs/DhPKwtJjxI3Dn5+EZr4K+jb5JPshDvJQ6hfanGWwFdt4EW54PA6dAZ78Kemk9O74PyS54+m/4PKyAW1rNEz+D/CSc+3roGvD7poYamqRmomBFIDsBXSv8484BmDjS2PSIlCs3Duk+SKR8Qa88LK0mN+G33St9OQzKx0UUrAjkpyDZ6R+nume+NCKtIjcFyQ7/ONXjA3CRVpKb9NtEhy+HAbLjjUtPk1GwIj44SUTBSrJz5ksj0ipyE74ZCHxhn5/UfEHSWgrlbrJzJvDOZxqXniajYKUVhSHsvLl2QUVucqZmJdGhL4jUx5N3wnCNploqzsPJDnAhhPnanFtkLkcfh/2/rM25CjXaya6Zm8e8bhwLFKy0on9+BnzuSrjtk9WfKwyPbQYq3JWKLKZb/q+fafa//rA258tPzRTwieiuVDWEspj23ePL4o8/15ej1cpPAQaJtP8B37wpgIKV1uMcDEdLLN3xGT/UuJrq7nz0ZSi+K9UXRBbbj6P5JXd838+PUm3bfG7i2IAbZvK2yGK46z9mHn/3f8HwnurOV8jDZjN5WXl4moKVVhPk/HbNWX771d+rbmrx6XbSQnt/p74gsvjWPN2PeDj5IvjeX8L3/6a68x3TDNQ5s09ksRT6lZz1Kth+DfzHb1V3vuOb40FlcREFK60myPrtM14Jvx8tdFXN1OKZaE3KdK/fJjv0BZHFF2Rg47PgDd+G9efBkSqnFs+M+qHLUFTQq++VLKJ8FpLd8BufhAv/wE+PX00td2a0qBxWzcrxFKy0mkKwEk/7DJ3qqW4sfmbUb6e/JF1+Xy3aYEXmEuT8nCgA3auqXyU5MwrpHv+4MOxzari6c4rMJ8gW5eGVPgDPjlV+vswopIrKYVAeLqJgpdUU7hYLX5KuFdUFK4UvVyoq6Fed7qP5wV2Vn1NkIfmMD7jBF/TVzJrs3LF3paue6rcH76sujSLzCYrycNdKv60m6C7Owx190LcBDtxfXRrbiIKVVhNEwUrhS5Lqrq5z4nTNSlSFvu5sv913V+XnFFlIkJ0Z8ZDs8jPQVio7DriZgr5/C6SXwZN3VZtKkbnli2pWUlFNSDUTahYHK+DLYpXD0xSstJpCB9tCQR9PzeyrxPHNQKvP8OfUl0QWUz7jV5cFn5drkYcLtYNmsO4ZsO/u6tIoMp/impXCttBMX4nipkyAdef4fjCZKpqW2oiClVZTaAaKRxF9Ij1T21KJ4zvYxpOw5mkq6GVxHVPQp6rrDFtoyizUDgKsPwcO3FddECQyn3xR7WChhiVfbbByXM0KDvbfW/k524iClVZTCEwWq2YFfES/725NVy6Lp7gKPZ6CMFd5p+7jA27weTjIwKEHq0qmyJyCzMxNY2Fbdc1KUR5ef47f6sYRULDSegqRe6EKvdq70swYYDMjKMBH9FPDcPSxys8rMp/impVElQX9XAE3qN+KLJ58cbBSaAaqsCwO8n7m8OLawd610LNGTfIRBSutpnjoMtSgGSiK5s1m9k1H9HdVfl6RuYSBX7vnhIK+0mCl0AxU1N4/cIofBqo8LIulePh9tc1A2eP6XRWsO0cBd0TBSqspVHlPNwMlq2sGmjgMncuP3bf6TIglVf0oi6Mwd0SiRlXoE9Fw0c6BmX2xmDrZyuJxzpfFxf2uoPI8PB5NP9E1cOz+dWfD4YcgW8UoozahYKVVbP8MfOUN8O0/9ZNorTjN74+ny28Guu8/4d9e7t93ZKe/Cy2WSMPq0/1CXSK18sTP4cuvh2t/DSwOmy70+6fvSsvIx4O74OPPg4MP+jwcT/t5KYqtO9t3TlTfK6mV0QPwtTfD534dDt4Pm5/r91dSOxgG8JlfgXu/CoM7/b7jy+J1Z/tayIMPVJ/2FpdodAKkRN96+8zjP/j5TG1IPFV+NH/LP8CBe+ELr4EnfwEXvePEY7pXafZEqa0fvh923ewf/8an4eRn+8eV3JU+9t+w/x749Et8ob/ubF+bUqx7pZ/gsHhOF5Fq3PMluPfL/vGz3gzPfbt/XOhDWE7APX4IHv+J/+nf7JeJWHX6scd0r/LbqaEqEt0eVLPSCorvDH//Z34ulIJEBcFKT/QFeOzHfhGu5/zhicfEq+wLI3K8QnPla74IZ/3mzP5KgpXCcOXMCGw4D37lH048pnC3qzWCpFYKE3C+5L3w0g/M9PVLVFCzMnZw5nE8BVd+zM9cW6zazudtRDUrrSDM++2L/hLWnHnsa4kOyJW52FV2HJZtgrfccmIb6fR5K2heEplPkIVTXghPfemx+wsLD5azSnKhoP/Du2Bgy+zHJBSsSI0FGd+f77nH3eBN57UyyuLxQ377sn+AZ73p2EEO0+fV6ssFqllpBcevB1Qs1e2nKi+nXX5qxI/4mStQAf8l0RdEaql4uHKxwrD5cqYqz4xAZ//cgQqooJfay8/RpJiM8nA5HWELgyVOfu7sgQoo4C6iYKUVHD9cuViyy3fAKicz58ZnvlxzUc2K1FrxRHDFUhUU9NmJ0vIwKB9L7RRPBFcskfI1LuWscVXI74V1hWYTr6DGpk0pWGkFC9WsQHl3pdmJYyeBm42CFam1uWpWkoVF4Moo6HPjpeXhwueK1MJ8nbVTXeUF3IUy+/i5VYpN1w6qz4qClVYwvdLyLMFKoaAvZ+Xl7Pj80TwoWJHay2dnz8OFvFhWzUoJeVh3pVJr+ezMyJ/jJbvLrFmJOokn58nH08P6lYcVrLSCwiiKWdv7ywxWwtBP67xgFXrUZ0VzVEitBHM0AxXyYrlV6GoGknqbq3YQopqVcpuBDJKdcx8zXbOiPKxgpRXM1wxUbkGfK6GdFKKC3s2MRBKp1pwdbCuoWcmVUjuogl5qbK4OtuBrSMptBkp2zd25FiCWAIupKRMFK61huhmoBgV9IViZr+qx+LNU/Si1MlcH24qaMicWzsOVzIwrMp9gjqZMiEZmltOUObZwwG0WzVKucljBSis4fqXlYuV2sC38Q5ivUxforlRqb66RFLE4JDrL7GA7UUYeVkEvNTJXHgZfFpcbcC/USRzUfzCyYLBiZteY2UEz+2XRvgEzu9HMHom2/dF+M7MPm9kOM7vHzM4res9V0fGPmNlVi3M5bapQszLv+P4aNwMVAqNqFkkUKQjy0UrLNRpJUVIH2+ifipoypVbmqh0EX9NXTs1KroR+VxAtqaJyuJSalX8DLj9u3zuBm5xzW4GboucALwW2Rj9XAx8DH9wA7wYuAM4H3l0IcKQEpXSwLbdmZaEvSbWriIoUK+SjOQv6cqvQx0toyiwE3MrDUiPzdrDtrn3ADQpWIgsGK865W4DB43ZfAVwbPb4WuLJo/2ed93NguZmtAy4DbnTODTrnjgI3cmIAJHMppYNtqTUr081AJd6V6ksitTBfvysobyRFkIMwt3AVugJuqbUgt0AH27HSz1VKwA0+6FYerrjPyhrn3L7o8X5gTfR4A7C76Lg90b659kspSupgW2awortSqaf8QjUrZVShlzI/BSjgltrLz9dnpcxmoGwJExtCVLOicrjqDrbOOQfUbDIOM7vazLab2fZDhw7V6rStbb4OtokOwEr/kuy/xw+F6z95/uN0V1oV5ePjzDexIZRXhb7vHr9dcer8xyngrory8Czm62Cb7PaducNg4fNkx+HIIzBwysLHqhkIqDxYORA17xBtC2td7wU2FR23Mdo31/4TOOc+4Zzb5pzbtmrVqgqT12am2/tnqVkxK6+g33ETbHimXwRuProrrYry8XHm63cFUc1KibWDO2/y67Bsft78xyngrory8Czm62BbTv/Bx/7b58vTLln4WDUDAZUHK9cBhRE9VwHfLNr/+mhU0IXAcNRcdANwqZn1Rx1rL432SSnmW8gQZlZeXsjEIDz5Czi1xC9I8WeLVGO+fldQXsC98wdw0oWQXmDosgJuqbUgO385DKXl450/8LXiJz1n4WPVDASUNnT5C8DPgKea2R4zeyPwfuAlZvYI8OLoOcD1wC5gB/BJ4A8AnHODwHuB26Of90T7pBQLFfSlzpz46I/88NFTL174WN2VSi2V0sG2lDvSsYOw/1449UULHxuLR7N/Kg9Ljcy3kGE5s4nv/AGc/FxIdix8bDypgBtILHSAc+41c7x0wu151H/lrXOc5xrgmrJSJ95C7f29a2Fw58Ln2XETpJf5ZqCF6K5Uamm639UcebhnLYwdgMwopHvnPs/Om/22lNrBwucpWJFayWfmXsiwNxpncmTX/H1RhvfA4YfgmSVONxZPQW64vHS2Ic1g2wqmRsDic9+VbnkBPHmnb+aZi3O+oD/l+RBfMEZVM5DUVmbEb+caMn/KC/3kbY/+eP7z7PwBdK2Etc8o7XPVOVFqJTfph8zPNUfVpgt9Gb3zB/Ofp/B6KTXcoIA7omClFRy4D1adDrE5/lynXuybd3b9cO5zDO6CkT1wSgnV56BmIKmtA9EE2KtOn/31TRf4fwI7b5r/PI/eAqe8YO7vwvHUOVFq5cB9frt6jjyc6oKTn11aHu5dN/d34XhqBgIUrLSG/ffAurPnfn3DM33zznxfksmjfrts09zHFNN0+1JL++6B5SdB18DsrydSsOV5vqlyPpODsGxj6Z+ru1KplX13++18ZfGpl8ChB31Tz1wmBqFvw/yrLRdTHgYUrDS/0f2+LX/dPNXe8YS/29x5s2/umc30iKI52ltPOKdqVqSG9t29cNPNqZfA0Ud9LeBc5lv1dja6K5Va2Xe3n/Jhvhu+wlDkQt+q2ZSdh9WUCQpWml9hAqz5onnwX5KRvXDoodlfDxbo4Hg8BStSK1MjvgP4unPmP65Q0M9VuxIG0WKI5Rb0ysNSA/vv8QH3fDUiq8/0TTzz1XIHudJvGkFNmREFK82uUPW45unzH1cYHTFX567p6c7n6KR7PDUDSa0U+qvMVzsIfgTF8pPnvivNLzAqbjYKVqQWgpzvs7LQTaOZ70O482YIwznONc8suLNRHgYUrDS//Xf7Qryjb/7jlm+CVM/cbaVqBpJGKdQOLtQMZAarz4Dh3bO/Xm7tIKgZSGrj0EM+/y0UrIDvODs1NPd8K/MthjgbNQMBClaa3767S/uCgJ8RMT85+2tqBpJG2Xc3dK/28wEtJNHh11eZzfSU/eVUoeuuVGqglM61BclOv83NlY+zagaqgIKVZjZ5FIaeKH1OiWTnPF+QQkFfarCiZiCpkf33+CagUkY/zJuHy2zKBN2VSm3sv8cPrR9YYPFMiBaXZf4bx0qageYaPLFEKFhpZqV2ri1IdMw9ZflCs+Aez8wvFqeIXqqRm4KDD9SodrCSPivKw1ID++6GtWeVNr/PdM3KHPk4X27NSgpwpa3m3MYUrDSzQv+TUpYRB7/OxJxV6JW096sKXao0th9cUEYeLqV2UM1AUmdDu0vPw4WalbmClfkWQ5yNZhMHFKw0t8IdZnKOKcqPl+ic5wsSFfRzLYY4G3VOlGoVAo/C3eZCSup3pWYgqbP8ZOl5uLA44Xx9r8q9aQQFK41OgMxjuqAvYWVO8F+mub4gGvYpjVAIPBKlFvSdfo2g2QKMhRZDnI2agaQWclNlBNwLNAMF8yyGOBv1HwQUrDS3Sgr6OdtJp8o7F+iuVKpXbsA9XxX6dE1juXlYwYpUwTmf9xKl3jTOU7MShn5/qbXloJqViIKVZpabAouVHoXPN+wzN+Grz0tdAA50VyrVqyTghtnzca6SYEVNmVKlIOdnTi41WJmvZiVfZvAOClYiClaaWX7KZ/xSF7yar3Nirow214JEeu7gR6QUtaxZKYx0KytYUR6WKk3X6NWgZiVXZj9EmOlnWGjKX6IUrDSz3GR5Efh8nRNzE+V9QcAfP9dQaJFSNLpmJdUFWeVhqUIh4K5FzUolAXeyO3rvHDPiLhEKVppZPlP6FwQWqFmZKi/wAUh1Q3Zpf0GkSoW7wVIncpu3ZqXMwAf8EhT5ySU/R4VUYbrppgajgabPVcaNYyoKVpZ4WaxgpZmV06kLFqhZmSy/ZiXVs+S/IFKlcmtDal6zUrgrVe2KVChfZs1KoZydr2alnHJdwQqgYKW5lTNcDoqGfeZnOddE+X1WUl1L/gsiVSq7oC+lCr2MoLtwrPKxVKrcIDmeAqyGAXeP3y7xPKxgpZlVUrNSeN8J55oq71ygZiCpXrmFc2KBzonljI4DFfRSvXIDbrO5p5GoJOBWzQqgYKW5VVKzUnjfCeeqoIOtmoGkWvkpwEqfyG2+mpXC/BSljo6DooJ+rPT3iBSrpDZkrmkkyp3RGXwNNyz5sljBSjOrZc1KJUOXU92+B/oSX+1TqlDId6UGGPPWrFTSlFkIVtRnRSpUbs0KzD3YoZrRQEs8WEk0OgEyj3JH8Mzb3l/mrIngj3eFGRfL/CchAuU3P86bhysMuGHJF/SLJQgd8VgZNV2zyAUhiZhhRQFtGDoy+ZBsEJIPQvKhI5sPmcoFTOYCpnL+8UQ2IJP3I72OjGUZmcqRTsTpSMYwYFVvB8m4kUzEiJsRMyNmYNEW/OOuVByATD4gFzicA+ccoYMVuw9wBnDjIyMwfICYzVx3LGYkYkZfR5KhyRyJmD/XGSTJjo6w+8lhfx3Rz8rHD3AmcPPOUcaefJLJbMBYJk8i7tM2mQ1IJ2P0pBN0pxP0RtuzYilGho9y8MAo45k8yXiMRNyIm5FKxOhIxtk/PEUmH5JKxEjGjVQ8RioRYyIbEDpHOhHz1xX9jv1jN/M4esHhjrk/zYeOiWye7lSCfOgIQkc+DAlDSEe/53jMSMRifhs3DOjpSLBuWe3+byhYaWb5yfKGaS40oVbZQ5eL2vsVrEglym3KXKhmpZzvA6gZaBHtHpzgeR+4mXXLZsqVE/4BFu2PHhX9U/QBwdEJP8NwOhEjnYiRCxyTueYZav4bsQf4xxS854Zd7HalBb3fSYXsObqXN9/3k2P2vz7+EO9Jwp/85yMMcqDkNNyZTnHdbQ/z7p/eUlbaG+n3nruFv/rVM2t2PgUrzazSmpW5OieW3WelqKDvXlnee0Wg/KbMBWsHVbPSLDL5gF95xjrScX9HXagYMYoem98z89g/Kz62rzNBPBYjkwvI5EOScaMzlaAjGSMVj5Gc/jE6knE6k3E6kr72pCPpa0Q6knFWdKfo60ySzYeMZfLkAr/NRjU0YejDqDD0NSbO+eeT2WA6qCrUSBRqXmIxY8UDO+FW+MybLmIivRrnfE1CEDpC58gFjpHJHGaQTsTJhSFrv9vPikSaf33hM0klYqSjWo71990Lt8MX3voiYqlu4jFjWWcSh6+tScVj5EPHeCbPWPQznsmT+mYvz1/ZzQfPO5tsPqS/O0UYOgLna5wmcwG9HUn6OhKEzpHNO3JBSC4IiZn5IDB0x/z+rejvUqjTKvy9jv1b+doS5xzxWIxEzNcCxWPGeDZP3IzAOYLAkY9+J9l8yJnr+2qa3xSsNLNya1bmKugLC3FVWtBnRst7n0hBuQHGvMM+K+wkDsrDi+C01b189LfPa3QyTtCZitMZNevUxD5/rtPWr4LO5aW952d9EOa57Glrj93/mN88dcPqeddpW9V73CSKP1jGlp48W87bWNrntyEFK82s3JqVuarQg2x5C3EVrHsGYHDff8Las8p7r8xrz9EJHjs8QTYIyOb9nZQZZPIhd+8eYtvmAfJByP6RKdYt6/Dt2VEb/dkbl5MLQg6MTHF4LEvoHGF019TTkSB0TLfB50P/WjxmJOPG6FSeTD6kIxmnN51gWVeSFd0pxjJ5UokYiViMwfEs+4Yn6UzGCaJzZwN/t5QLQpLxGL0diemfw6NZRjN5ejsSGBAzo787SU86yRljo8TCBLv3j2DM9Bcwg+HJHEMTWYYnczx6aJyudIJVPWmuiHfw6N5D3HHbE/R1JjllVTdxMzZNjuHSfew9OEo6EY+aDeIk4sZ9T44wlQsY6E7RnU4wnvFzDU1l4czO9eR/8RV2rv8tkvEYw5M5Do9l2Lyim4HuFE8MTjA8mZu+Y85GfSjiMd8foCfti8l84BiezAJGOumbLDqScZKxGAdGppiK+k7sH57imSf3Y2ZM5YKin5BlnUnGs3n2D0+RTsZZ3ZumO5VgdCpHLGZ0JuPc8vAh/r9LtrKss4wh2rJ4Kpk5OdEB44dmOVcFC8oCrDsHHvwWTA6VHjC1GQUrzSoMIcjUpmalkrH9AAOnwOm/Ard/Cp73xzM1LVK16+5+kg9896E5X//i7bvrmJrF86XUQUIX4zX/9OOS3/OidJyfPbSXv7rv3mP2fyd1mCdcnLd8sLx2+zfEL+Hdk5/jPR+7ljvd1rLe2yjnntTPrzxjXaOTITAz/L7UJSPA32TO2RxfQf+/Z78V7vki3PEZuOgd5b+/DShYaVaVLCU+V81KJWP7C57zhz6iv/Pf4YK3lP9+mdUV52xg28kDpBK+XT4Wg45EnGQixkP7R9i8opuOZJwDI1P0pBN0JOOkEjGeGJwgF4Sk4jG6Ugk2r+zyoxKiRubxojb6RCxGPgwZmsixujdNLnQ451jZk2YqF7Dr8DhTuYBMzrftL+tMTp9rVW+KrlRi+nkhnYm4+b4AU3lGpvIMjmdZ0ZOiJ50gmw8BP7rj6ESWyWzIU69PMJno52PPP8/3E6Cov4CDtcs6GOhOsTaqPTo0mqHnM71cuWmASy6/mMePjDM0kSMfOjZ9z0j2rOKfLjyHfOjI5H3aM/mQjf2drO5NMzyZY3gyR29HYrp9PT/1VPLXf5N/3fjf3PnsV7OsM0kybtyzZ5jOZJwN/Z0MTeTYsrKbmBljmTyhc/SkExwZz/raIMzfDDtY1uX7RWSi0SnZfMiq3jQ96QQOuO3RQdKJGCt6UlhUC7O8M8XIVI5MPmRtXwfDkznyYUhfR5LxTJ6JbEBnKo4BK3pSnLa6t2F5U46Ti/pdlTO/T2KuSeEqDFbWPQNOeSH8/ONw4R+UFzi1iboHK2Z2OfDPQBz4lHPu/fVOQ0uYHttfy5qVCr4kJ10Amy6AWz+uYKWGNizvZMPy2f8exfvXH3fMmr75g9flXSdOvrax/8TjOpJxzjupxInajpOMAqXVpfSfSwQsX7mcdWeVVkvQk05AuotUIk/f8b+j7+c4bf1KTjt3Q5kpXg2H38Tqn3yIyzbmYZnvR/DMkwfKPE9pnrJGgUZbyVewCGyta1bA3zj++yvg/uvgGa+s7BwtrK6TwplZHPgo8FLgTOA1Zla7sU3tZHrWxFrUrFQwA2OxUy+GwV0Q5Cp7vyxd5XYSh/kn1Cq3KbPg1IsBB0d2VvZ+WbpyU+Xn4cRcebiCUZkFp7wQMDj8cGXvb3H1nsH2fGCHc26Xcy4LfBG4os5paA2VdOqarlk5brbO6WClwi9JYdjyxGBl75elKzdZ/l1pomP2VZIrGbpc0L3Kb2fr9Cgyn0rmqEp2+ED9+Nm/KxmVWRCLQ9cATByu7P0trt7NQBuA4p6De4ALyj7Ld/8cdt9aqzQ1p0w0idXAltLfE09B1wq47ZPw0Hdm9g9Fv/J0hePeCwX95369/C9tI7zuP6GjtmP8a+6uL8Dtn2x0KhaXczB2APrLyMMAyzbAI9+HT148sy8MfIfzSv+uhTx809/Az/+lsnPU00veA5svanQq5nfgfrjubY1OxeI79DBsOr+89/Rt9KMwP/kiv/hmwd474NRLKk9L9yq47xuw7+7Kz1EvT3sFPKd2+aPpOtia2dXA1QAnnXTS7AeluqFzlob4dtLZD5ueBetnn8fAT2Tk6EolcM75qarN4AXvhEduOPFcq06HjdsAPymSRUNIwU9GlAt8h8FcEDLQlSJWPIX2Sc+BM35t9rvdZlROR7hFS8IC+TiRbv88DPDUX4GzfrO89zzrzdFaPsfdlZ71Sjj3dZWlo2sAnvUmOPpYZe+vt1jjhy0vmIdj8aWRh0+6EJ79B+W954xfhUd/dGKT/FNeCs//08rTcv7V8ND1lb+/nlIV1uTPwVwdF6kzs2cDf+2cuyx6/ucAzrm/m+34bdu2ue3bty9qmpzzax2MZwNGJnP0d6em51UIQ8dELiAIHLkwZHlnknzoGJ3Kc2BkitPX9pKIx445z1gmz9GJHEcnstz5xBDOORIx8zMnOqZnHXQONvZ3Eo8Ze45O0BuNCsjkQ3o7EuwbnmJwLMvOQ2OYwUQ2YHQqT393ivFMnh0Hfc1LKu7ne1i3vIOjEzl60wnOO7mfZNwYzwQcncgykQ0Yz+R5cmiSeMyPdkjFYwTR7ItBeGweGOhOsbG/k550gr6OJF1pP5fESSu62Lq6hxU9ac7asIxk3M/iWPgdNFLh9xqEfg0MmyVgMbM7nHPb6p22euRjWRqUh6UdVJKP612zcjuw1cy2AHuBVwO/Xe5J/uTLd/Ojhw9hBjGDoYkcqXiM7nSCoxNZuqPJpR49Ms5T1vSQzYccncgxkckTKxrmmU7EGM/kGc8euw7F8q4k+cAHHgsp/E+sdcyXiCaIOmN9H4mY0ZM2VvemCRz0dSS47Glr6EolODyW4eBIhnwYsiYb8PiRCf57x+Hp2pKVPWlW96VZ0d3FOZuWk4zHmMwFdKX8lNV+euk4yYSfZnoqF/Dg/lE/1fNUnh2HxpjMBhwcnSIXnHiRZrCiO008Bp3JOJ2pBJ3JmJ9FMnqeidb5mIqGevrfl+PIWJbxbJ6N/V10JuPkw5AgWigrkw/ZOzRJIuan2U5GU3qPTuUZmcrRnYrT15kkCB0HRzJkg3A6TXe/+1JNqCUi0kbqGqw45/Jm9jbgBvzQ5Wucc/eVe54z1vWSSvhJD/zql752YXQqj3OOjlScgyMZjk5kAdiyspvzuvzMlqFz0UyUuel/2ADrlnXQnU5wYGSKkckc8ViMsUyO9cs76etIksmHZPIBqWjlyjAKBqaZkYxW4RzoTrGiO0U8Zjxt/TLSCV/zEDM/V0M8ZkxkA46O+1qPNX0dZPMhyYThnA9UVvakj22KabDJbMD+kakogBnlof1jpBMxhiayjGcD4tEMq5PRbJ0T2YDB8RxTuYB0IsbIZI7OVHx6GmmzGGes7+PQSIaxTD6qgfIzqHYkjUw+y9bVPZy2upcg9CuW5kNHb0dieoXRdCLGyFSe521dyZq+jmjW0dj071tERNpD3fusOOeuB6pqdHvT806pUWoapyuVYGVP60zs05mKs2Wln8H2rI3LGpwaERFZSnQLKiIiIk1NwYqIiIg0NQUrIiIi0tQUrIiIiEhTU7AiIiIiTU3BioiIiDQ1BSsiIiLS1Oo63X65zOwQ8PgcL68E2m35yXa8Jmie6zrZObeq3h86Tz5ult9LrbXjdTXLNTVbHobm+d3Ukq5pcZWdj5s6WJmPmW1vxBoZi6kdrwna97qq1a6/l3a8rna8plppx9+Nrqn5qBlIREREmpqCFREREWlqrRysfKLRCVgE7XhN0L7XVa12/b2043W14zXVSjv+bnRNTaZl+6yIiIjI0tDKNSsiIiKyBChYERERkabWksGKmV1uZg+Z2Q4ze2ej0zMfM7vGzA6a2S+L9g2Y2Y1m9ki07Y/2m5l9OLque8zsvKL3XBUd/4iZXdWIaylKyyYzu9nM7jez+8zsj6L9LX1d9aQ8rDzc6pSHlYfryjnXUj9AHNgJnAKkgLuBMxudrnnS+3zgPOCXRfs+ALwzevxO4O+jxy8DvgMYcCFwa7R/ANgVbfujx/0NvKZ1wHnR417gYeDMVr+uOv7+lIeVh1v6R3m48X/rpZaHW7Fm5Xxgh3Nul3MuC3wRuKLBaZqTc+4WYPC43VcA10aPrwWuLNr/Wef9HFhuZuuAy4AbnXODzrmjwI3A5Yue+Dk45/Y5534RPR4FHgA20OLXVUfKw8rDrU55WHm4rloxWNkA7C56vifa10rWOOf2RY/3A2uix3NdW9Nes5ltBs4FbqWNrmuRtcN1t83fWnm4Iu1w3W3zt14KebgVg5W24nw9XEuOHzezHuBrwNudcyPFr7XydUl5WvlvrTws0Np/66WSh1sxWNkLbCp6vjHa10oORNVvRNuD0f65rq3prtnMkvgvyOedc1+Pdrf8ddVJO1x3qX/rM4HPAe8D3mVm/2Jmy2iCa1Yerko7XHfL/62XUh5uxWDldmCrmW0xsxTwauC6BqepXNcBhR7XVwHfLNr/+qjX9oVAEvge8GngjWb2aTM7GbgUuKHOaZ5mZhal6QHn3AeLXir1uoajasobgEvNrD/qsd7Q66qjpZKH/xm/0us78IXhEeA04CaUh1vdUsnDFwLD+H4d/xt4s5kdMLNPR/uUh+ul0T18K/nB92p+GN8b/S8anZ4F0voFYB+Qw7cFvhFYgS+wHwG+DwxExxrw0ei69uEL98vxQcufAePAFPCmBl/TRfiqxXuAu6Kfl5V4XfcC24rO9XvAjujnDY3+e9Xxd9jueXgXEBCNSij6W++M9n+qhM99FnAAiBftewVwdw2uSXm4+t9hu+fhwt/6Q1E+vBx4M/BYVBbvBJINvKYllYc13X4TMrM+4Eng95xzXy7a3wM8Cvypc+7aud4fHZsCbgM+7Zz7iJnFgVuAG5xz71m81Iv4OTiAbwEdzrn8ca9dCyScc681s4uAbznnls9xnvuBP3HOfSd6/g3gJ865f1zUCxChZmXxenxQVxADOp1ztghJblut2Ay0FDwH6AC+XrzTOTcGXI+vpsPMLjKzodlO4Pxwwt8B3mNmZ+DH28fxfQdEFttK4PDxgUpkH7AKwDn3k7kClci1+HyMmQ3gq97/o7ZJFZlTLcriJ51zPYUf4Bv4od5ShkSjEyCzWqigPw98QQ8sn+skzrlfmtnfAv8JrAbOd84FNU+tyIkOAyvNLDFLPl4XvV6KfwceMLNu4FXAj93MsEyRxVaTsrjAzP4XcDq+CUfKoJqV5jRd0M/yWjkFPfg705OB651zj9QicSIl+BmQwfcxmRZVn78U+GEpJ3HO7Y3O9QrgdfiRRSL1UrOy2MxeCvwRcKVzbrJG6VsyFKw0p5oU9JF/wfcduCzqHyCy6Jxzw8DfAB8xv4ZMMpq46sv4Av7zZZzus8D/BM7iuOp4kUVWk7LYzJ6Kv3F8lXNu90LHy4kUrDShWhX0ZvY64JnA7wJ/CFwbfclEFp1z7gPAu4B/AEbxHRK7gBc758YBzOx5Zja2wKm+ga8d/IZzbmIRkyxyjFqUxVEn3W/iR0z9ZDHT2840GqiJmdkb8XNUnAakgR8Bv+2cezJ6/XnAd6JOW8e/9yTgTuDXnHP/He37EjDinHtznS5BZJqZvQF4D/Bc59wTZb53J/AW59z3FyVxIvOosix+IXAzfrjztNmOlbkpWGkR1RT0Is0iqu3LOedKHg1hZr8B/D3wFOdcuGiJEymByuLGULDSQiop6EVamZn9ED9l/+ucc803q6YsSSqL60/BioiIiDQ1dbAVERGRpqZgRURERJpaU89gu3LlSrd58+ZGJ0PaxB133HHYObeq3p+rfCy1ojws7aCSfNzUwcrmzZvZvn17o5MhbcLMHm/E5yofS60oD0s7qCQfL9gMZGYdZnabmd1tZveZ2d9E+7eY2a1mtsPMvhSt8ouZpaPnO6LXNxed68+j/Q+Z2WXlJlZERESWnlL6rGSAi51zZwPnAJeb2YX4eQ8+5Jw7DTgKvDE6/o3A0Wj/h6LjMLMzgVcDTwMuB/7FzOI1vBYRERFpQwsGK84rTIedjH4ccDHw1Wj/tcCV0eMroudEr19iZhbt/6JzLuOcexTYAZxfi4sQERGR9lXSaCAzi5vZXcBB4EZgJzBUtGz2HmBD9HgDsBsgen0YWFG8f5b3iIiIiMyqpGDFORc4584BNuJrQ05frASZ2dVmtt3Mth86dGixPkZkUSkfS6tTHpZmUtY8K865IfyCTM8GlptZYTTRRmBv9HgvsAkgen0ZcKR4/yzvKf6MTzjntjnntq1aVfcReiI1oXwsrU55WJpJKaOBVpnZ8uhxJ/AS4AF80PKb0WFX4ZfABrguek70+g+cn9P/OuDV0WihLcBW4LYaXYeIiIi0qVLmWVkHXBuN3IkBX3bOfcvM7ge+aGZ/C9wJfDo6/tPA58xsBzCIHwGEc+4+M/sycD+QB97qnAtqezkiIiLSbhYMVpxz9wDnzrJ/F7OM5nHOTQGvnONc7wPeV34yRUREZKnS2kAiIiLS1BSsiIiISFNTsCIiIiJNTcGKiIiINDUFKyIiItLUFKyIiIhIU1OwIiIiIk1NwYqIiIg0NQUrIiIi0tQUrIiIiEhTU7AiIiIiTU3BioiIiDQ1BSsiIiLS1BSsiIiISFNTsCIiIiJNTcGKiIiINDUFKyIiItLUFKyIiIhIU1OwIiIiIk1NwYqIiIg0NQUrIiIi0tQUrIiIiEhTU7AiIiIiTU3BioiIiDQ1BSsiIiLS1BSsiIiISFNTsCIiIiJNTcGKiIiINDUFKyIiItLUFKyIiIhIU1OwIqULQwjyjU6FSHWCXKNTIFKdJZiHFwxWzGyTmd1sZveb2X1m9kfR/gEzu9HMHom2/dF+M7MPm9kOM7vHzM4rOtdV0fGPmNlVi3dZsii+/Dr4wBa4+4uQm2p0akTKd+sn4L0r4acfgbGDjU6NSPn23ePz8DffBgcfaHRq6qaUmpU88CfOuTOBC4G3mtmZwDuBm5xzW4GboucALwW2Rj9XAx8DH9wA7wYuAM4H3l0IcKRFPPgtyIzAN94Ct3yg0akRKd8D1/nt9/4SvvS6xqZFpBJP/sJv7/wc/OvzITve2PTUyYLBinNun3PuF9HjUeABYANwBXBtdNi1wJXR4yuAzzrv58ByM1sHXAbc6JwbdM4dBW4ELq/lxcgiCgOIJeCid8DKp8ChhxqdIpHKbLoAnvm7cOjBRqdEpHyj+wGDKz8GQRYGH210iuqirD4rZrYZOBe4FVjjnNsXvbQfWBM93gDsLnrbnmjfXPuP/4yrzWy7mW0/dOhQOcmTxTS6D8I8LD8JVpwGg7sanaKmpnzcpIZ3w7JNsGIrTA3BxGCjU9S0lIeb1NBu6F0Lq8/0z5dIWVxysGJmPcDXgLc750aKX3POOcDVIkHOuU8457Y557atWrWqFqeUWhiK4sxlJ8HAKf4LEoaNTVMTUz5uQmEIw3th+SZYcarft0QK+kooDzep4Sdg2UYY2OKfD+5sbHrqpKRgxcyS+EDl8865r0e7D0TNO0TbQm+1vcCmordvjPbNtV9awUj0p1q2wdeu5KdgUnel0kLGD0GYg74NvnYFYHhPY9MkUq6RJ30e7ljmf4aXxr/RUkYDGfBp4AHn3AeLXroOKIzouQr4ZtH+10ejgi4EhqPmohuAS82sP+pYe2m0T1pBdsxvO5ZBT9TiN7pv7uNFms10Hl7uq9Ehav8XaSGZMV8OA/SuWzLlcKKEY54LvA6418zuiva9C3g/8GUzeyPwOPCq6LXrgZcBO4AJ4A0AzrlBM3svcHt03Hucc7o1bxWFHuepbuhZ7R+Pqx1bWkghWEl1Q+cAWBzGNXxZWkx2HFI9/nH3Khg/3Nj01MmCwYpz7ieAzfHyJbMc74C3znGua4BrykmgNIlCsJLshmSXf5ybbFx6RMo1HXB3QSwGyU7lYWktzvmgO9Xtn6e6fbPQEqAZbKU02TGIpyGe8IU8qKCX1jIdrER3pYkO5WFpLblJwM0EK4kO339wCVCwIqXJjh/7BYEl8yWRNlHcDAQ+6FYellZS3BwPUe3g0sjDClakNJmxmTtS1axIK8ocF6yoZkVaTXbUb4trB/NLIw8rWJHSTByBrgH/uFCzooJeWsnEEb/tWuG3yaVThS5tojCJ4XQeVs2KyLHGD/qe5zBTs6KCXlrJ+CHfOXy6ZkUdbKXFFBbf7F7pt6pZESninO9x3hvNrxJP+mGfClaklYzsnZkjCKKalUzj0iNSrsLknIV8nOz0y6AE+calqU4UrMjChvf4u9J158zsi6f8IloirWLvL2Dd2TPPlYel1Tx5J3SthL71/nk86bdhrnFpqhMFK7KwPdE8fhu3zeyLpyBo/y+ItImxgzD0OGx81sw+5WFpNXtu93nYoqnP4im/XQJBt4IVWdie7b5tdM3TZ/bFkyropXVMB9zFwUpySdyRSpuYPAqHHz7xphGWRFmsYEUWtud2WH/uTJUjqApdWsue2yGWhHXPmNmnPCytZO8dfrvp/Jl9hTJ5CeRjBSsyv3wG9t19bDQPqlmR1rJnO6w9a2YkG6gZSFrLnu1gMX/jWKBmIGkL+YwfyVON/b+EIHNs9TnorlTqI8hBGFZ5jrzvXHtCHk4qD8viC0PI1yCf7bkdVp8J6d6ZfWoGkpa3/5fwfzbAvz4PHvpO5eeZra0fVNDL4gvy8E/PgA+eDj/7KIRBZec59ADkxhVwS2N87ffg7zbCd945M6lbucLQ16wcX8Mdi9YiXgL5WMFKu7rubb7z4KGH4AuvhoMPVHaeoSf8SsuFoXIFagaSxXbXv8PokzB2AG54F9zxmcrOM/SE36487dj9agaSxTbyJNz3DV87fdsn4Nt/XNl5MiMwNQQrth67X81A0tKCvB+PD/CO+330fe9XKjtXfvLYdv4C3ZXKYvuvP/LbN98Ma86CeyrMw4VZapNdx+5X7aAstp991G+f/TY4/2p44FuQnSj/PIUJOI8vi6eDFU0KJ63owL1++5w/hJ5V0LsehvdWdq7clIIVqb8w8DV6K58CG86DtU+fmb2zXIWCvrCmVUEhD1fbr0tkLocf8dsXvcvn4TDnly4p13TAfXywUhgN1P4zMStYaTeP/xS+8rt+mOaFv+/3dfX7MfqVyE+eWMiDX0hrrIIvnchChnbD537d9zO5+C/9vs6ByvPwXAV9YTG48UOVnVdkLtkJuP5/wiM3wPlv8etRdUYLwVaSj+cKuAtrBI0dqDytLULBSjs5vAP+7Vf846uum+ln0llFsJKb8muoHG9gi58RtNJOjyKzcQ6uudzPKfHyf4Izfs3v7+yH7FhloyrmKuj7t/jt4KMVJ1dkVt96O9z2r3DB/4AX/7Xf19nvt5WUxXMF3P2b/XYJ5GEFK63uhr+A/3i1L+QPPQguhN/8DJz8nJljqgpWJvzqtMfr3+yr0EeerOy8IgX3fxM+8kwYP+I7EY7sgRe+E7a9YWZa8c7lfrsYBf3R9i/oZZENPgr/dBY89hP/fP8v4SmXw0v/HlJRX6lqgpW5Au5UN3SvXhJ5WMFKq/vZ/4OHvwM/fL9fcBCOXVkWoir0CofM5efos1K4Kz36WGXnFSn43v+GIzvgG2+BQw/7fcfn4a4qqtBzk76TefEMzAD9JwOmPCzVu+8bftTZZ6+AIzthbD/0rD72mEKwUsnw5bk6iYOv5T76ePnnbDGJRidAqlA8WdaP3u+3Hcugd92xxxVqVsIQYmXGp7nJmS9ZsYFCsPIobHleeecUKbZsk29S3HGj/4FjpxSHorvSCgr6/NTstYOJNPRtWBJV6LLICjUfFoOPnOcfn3zRscdM5+Ghys8/W5N8/2Z47L/LP2eLUc1KK8uO+e1L3gu/9hH/eOulJwYknf2+eSg7Wv5n5Kdm72Dbt9HfrequVKqVGfFV5m+5ZWZfoYmmoNr2/tkK+cLnKA9LtTKjkOqFt987s+9pVx57TCIFqZ7qmjJnbZLf4kfK5dt7RJBqVlpZIVjp6IPzXu+rzjddcOJxhSr0iUFf81KOOYcuJ/wdse5KpVqZUT+F+Lqz/ZwqxdOJF1Q7kmK2Qh5gYDM8cmP55xQplhnx+bZ3rZ/b6uhjvubueJ39ldcOwtw1KzjfDLVy64mvtwkFK62sUHCnevz2KZfNftwxd6VbyvuMuYYug+5KpXph6DvVFvLwhvNmP67a9v75albGDvihpqlZ+gOIlGJyCNJRHl62wf/MpnN57WtWBor6D7ZxsKJmoFb23x/286lseOb8x1VVhT5HzQpEHbtUsyJVuOvffb4sHr02m3Svb3asuGZlrmBFHcWlSgcfhIe/Cyc9e+FjK50vaMGaFdq+llvBSqt67CdwzxfhuX80E1nPpSuaOGh0f/mfs1DNyuTRyjqMiUwMwo3vhpOeA2e9cv5jzfwkbpXk4dwcS0aAghWpjnPw7T/xNYOX/NXCx3etgNF95X9OrjB0eZZ83LPG72/zPKxgpVX96AO+z8jz/mThYwdO8RF9YQ6AUgV5CPMq6GVx3P4pH+z+yj/MzKcyn43P8nm43Onx56tZKR7VJlKux38Kj/8ELvnfM7PJzmfjs3zfksLimqXKF4bfz9Jzwyxqkm/vPKxgpVWN7vfNP6W0s8dicMoLYNfN5RX0hbV/jp+fomB6Uq3HSj+nSMHoPn+nueZppR1/ygth+AkY3FXe5wTZmQXfjtfZD+k+5WGpTKGWZHOJ0zec+iK/3XlzeZ8zXx6GqEn+sfLO2WIUrLSqzOhMh65SnPIi/8U69FDp7wmjlTxjcwQry0/y2+HdpZ9TpKDcPHzqxX678wflfU6YnzvgNvP5eEh5WCqQiaaDSJWYj1ed7ufB2lVmsBIGc5fDEM1V1N55WMFKq8qO+TvCUhUi+nK+JNPByhyDxgqzKbb5+H5ZJJmx2Ycpz2XgFFh2Euz6YXmfE+QhFp/79WTnkli1VhZBYfqIUvOxma8h3PWjYyf1XEiQKyEPV7BuVgtZMFgxs2vM7KCZ/bJo34CZ3Whmj0Tb/mi/mdmHzWyHmd1jZucVveeq6PhHzOyqxbmcJcK5aBKiMu5Kl58EA6eWV/1YCFZmayeFmS+PFjOUSmTH/ERapTKDU18Ij97iA5BShfm5A24Ai8/kdZFyZKJgpZyy+JQX+blW9t9d+nsWysOx9s/DpdSs/Btw+XH73gnc5JzbCtwUPQd4KbA1+rka+Bj44AZ4N3ABcD7w7kKAIxXIjgOuvCp08BF9OR0Ug5zfzvUlsSj7OAUrUoHMSGV5ODMC++8p/T1hfv4q9FiivLtckYLsGCS7y1vG5JQX+m05Ax7C3NxNmeDzsAvK73zeQhb8DTvnbgGOn4npCuDa6PG1wJVF+z/rvJ8Dy81sHXAZcKNzbtA5dxS4kRMDIClVtoJoHmDZRsiNz4zZX8hCzUBmuiuVypXbDAS+bR7KmxxuwbvSmPKwVKYwc205etf44HniSOnvCYP5m4Eses21b9BdaZ+VNc65wmDx/UBhidQNQHEvnz3Rvrn2SyUKVY/l9FmBmSHIZQcrC92VqqCXCmTHyg+4C0OQS83DEHWwnS9YUR6WCmXGyq8dBF8Wl9PXb8HawfjMcW2q6g62zjkH1KzuycyuNrPtZrb90KFDtTpte8mM+G25X5LCWhW5coOVeSL6WEJ9VmahfFyCwppA5agkWAlyC9SsJNSUOQvl4RJUEnCDL4sLU+iXopQ8DG1dFlcarByImneItgej/XuBTUXHbYz2zbX/BM65Tzjntjnntq1atarC5LW5SpuBCrMf5kv8kkx3sF0gom/jL0illI8XEAaQmyg/WClMN15OQa8OthVRHi5BJQE3+LK43NrBhTrYFo5rU5UGK9cBhRE9VwHfLNr/+mhU0IXAcNRcdANwqZn1Rx1rL432SSWmm4EqLehL/JIs1MEW/JdEd6VSrqoD7nIK+gXmqIjF1cFWKlNJvyvwZXG5AfdCTZnQ1mXxgqsum9kXgBcCK81sD35Uz/uBL5vZG4HHgVdFh18PvAzYAUwAbwBwzg2a2XuB26Pj3uOcq2D5VAFmJiJa7Cr0Qo3JfAW97kqlEtN5uMKmzLKClQXmqFgCwz5lkWTLnEKiIJGuoM/K0m4GWjBYcc69Zo6XLpnlWAe8dY7zXANcU1bqZHbZMmdNLCg7WCnUrCzUZ0UFvZSp4trBqGal1NpBmH8GW1AelspV1QxUbp+V+W4ao0aSNs7HmsG2FU0X9GUGK9MFfZl9VhaK6FWFLuWabgYqs6CPJ31tXqkFvXOl3ZW2cfW5LKKKRwN1lBlwB0u+ZkXBSivKjPpIOlnCIobFpqvQS6x+LKmDreaokApUOqINyhv2Od2UuVAH2/Yt5GWRBDm/TEO5ATdU2MF2gRruwnFtSsFKKypMU25W3vvKHQ0UlFizortSKVelzUBQ3rDPkmoHFaxIBSrtOwhRn5Uy+10tNCoT2rosVrDSispdrbag3NFApRT06mArlSh3tdpi5dyVhiWOaFMelnJV2kkcfO1gLYffqxlImlLFnboq7WCr2T+lxspdrbZYsqP8WZjVwVZqrdLh9+DL4nJGAwULzRWkDrbSjCqeNbHcYKXUgl4dbKVMVVWhl9E5UU2ZsliqasrsKG80kGpWFKy0pIqbgcocDVRSQa8OtlKBzKgfilno9F2Ocgr6UpaMUAdbqUQ1AXfZo4FKnW6/fctiBSutKFNhzUo8BVj5o4EW6oWuu1IpV7bCIZ9Q5migUhbjVLAiFah0vivw/a6CjB9aX4oF5wpSB1tpRrlxSHWX/z6zCu9KNYOt1Fh2ApIV5GEoczSQOtjKIslO+G2qzCkkoPyZmMNg4VmYC8e1KQUrrSifraz6HMqrfiy5g237fkFkkQSZyvNwopwOtlHeXKjfVRvfkcoiCaLavUJfwHKU3SS/wAy26rMiTSnIRk06Fah5Qa8qdKlANXk4WcbQ5aDEJSNcqI7iUp5C3qokH08PdiijOXOhKSQKx7UpBSutKMhCvA53pSUV9KpClwrks5CoIuAue66gBZoyQbUrUp5CoFFJsJIsc4LOUta3KhzXphSstKJ8pvKCvpzJiErqnKgqdKlA1QF3jWewBdUQSnmCKoKVQhNoOUF3KX1W2rgsVrDSapyLpl6u9K60jGmeS+mzog62UomqmoEqqVkpJVhRPpYyTDcDzXMzN5eylz5ZaOhy+wfcClZaTZD124qDlRovAqdJ4aQSQTXNQFGflVKGfU5PbFjCHBVtfFcqiyCf8eVwuWu0wczSJ2X1WVEHW2klhcxd1WigMqJ5WKD6UZPCSQXymSqagdKAmwnc5xOUWDsIbV3QyyKotikTSiuLwwBw6mDb6ARImarpgQ5ljgaKeqDPd+egdVWkEsECq8jOp5xhn6VOCld8rEgpgmzlebicpU/KqR1s4zysYKXVVNOpCyoIVhb4MqqDrVSi2nlWoLQq9FKbMouPFSlFvoo8PD0aqIxgpZQ87Nq3SV7BSqupZrgcRKOByqxZmY862Eol8lXOFQSldU4MSxx+D8rHUp6q5rsqYzRQKU2ZMa26LM3myE6/7eir7P3lDvucr+oR1MFWyjcxCBNHKlsADmY6J5ZS0Je6cjiohlBK5xwc2QHpSsvhMkYDTdcOqoOttArn4Oa/hb6NcNpLKjtHoqP0HugLDZeDaFK4XGVpkaXpx//oq7/Pu6qy9yfKqEIv6a40ei1o37tSqbGHvwt774Btb6js/eWMBiqpdjBx7LFtaIH/RNJU7v8mPHknXPEvM5m9XOWMBiqlGSiebOuqR6mxod1w2yfh7NfAmjMrO0eynM6J5fRZUT6WEoQBfP9vYOBUOO/1lZ0jUUkn8fnycPLYY9uQgpVW4Rzc/D5YdQac/erKz5Po9NXdpYzGKKVNNp6auXsVWciP/xFw8KI/r/wc5Qz7LKVDeuG1UoZCi9z3DTj0APzmZyofDRRPAlZawF3KdBWFdLRxWaxgpVUEWTj8MFz8l/NXBy6keGnyhb5o+amFVxSNJ1XIS+kO/BJOfg4sP6nyc5QzGmi6oJ8nH08HK+1b0C+GMHTkQ0fMIGaGGZgZo1M5hib87zIRN+IxIxGLkQ9DprIhZjCWyTORDQhCRz4MmcwG5AJH6Pw5w9ARRD/50DE6lWN0Kk8uCBmayJELQhJxP6VCPnCkk3H6OhN0JOJkg5A9RydJxWMEYUg2CMkFjkTMiMWMRMyIW5SuuBGLHqfivlfERC4gCPznblnZhZn5dAQh+dDxvMd/yPmW5OMHn07++48QhH4/wOYV3aSTMdKJGMl4jFQiRiYXMp7Nkwsc2XxINu+v9Q3xNHsPDrLzwQPctXuYVT0p8qGjO5WYSWfMWDG+l+cAP9w5wu6Jx475G+RDR0cyTtpN8Qrg7scP8nBiN/GY0ZWKM54JGJ7MMZ7Jk4jSMzaVx+F/x1P5kIHuFJlcSH93kuJJKgbHc0zlAzqTcf/7jvnfZzIeI3TQnY5PX1Mu8D+9HQk6Uwkms3nO37KC87cM1Cy/KVhpFdlxv031VHee6Tkqphbu4FjKYnPxlIIVKV12AnrWVHeOchaBmw5W5qtZKdyVKh+X4649Q7ziX35a18/sSMboSMbpSsZxQBA6ojiBkckc2cB39l/WmaQ7FZ/+B52I2TGBUPE2CB2B8/90M/8/e/cdJslVHfz/e6o6TU6bg7QraZVRYpEEEkEICQkHYQxGRJnwyjbB8BrbLzjh+DNO2GBjsozIiGAjY4GQBAIkLKFVztqgXW3e2Z0cOlXd3x+3uqd3pmemQ810Op/nmae6q6urb82crjl1U2XtP9xExGUilWUidXyzSsQRVjmHOcON8Q8/3J5fH3WFjFfCjMoFfj0e4c7HnuPDD21bcLuzZRffi8OXtx3idv/xotu4eLwmAT98ZB+fePCRkssQcSSfaJVCpPjE0a5jE7pCv/3SkzVZaUm5Ku/cibpS5Qz79EqYZdSN2bH9vlddjY9qDZmpEGK4jGGfuWr2kmpWNFkpx7qeNv7glafhBwmDbwwG+J9HDvCKM1ZzyqrOfM2I5xumMx5HxlKcvraLrniEtphL1HVwRILHuVoYW9sRcRwcB6KuraXoa48ii0xtbwr+ky627Xzvz73P1jx4+ZohJ6g58v/rf5Cd3TzzvqvztTUAyYzH4HiKtOcHNSi2VifmOnTEXWKuSyxik6eoK7T/Wxe/tLaP1ec+H0fg3I29TKc9DOCKkA1qbNz9CbgZ/vhXz+dvz3rFcXN0+saQ9Qye58O/wvWXbODaiy8j6xum0lk6YhF62qJ0JiJ4viGV8UnEnHwtEtharumMhzPr9xV1HNpiLo6AZwzGQDzi5GuqPN/ka5BcRzDGkPZs7dlS0GSlUeSTlY7q9lNuFXopzUBgT/ROlf+EVPPLTEO0vbp9lDUaqIR7aWkzUEXW9CR492WnzFn/e1ecWoPSWJUkKPO933GE9tjcf5FOdhpiHcQixw+mTURdNvaXEduxNlYkDFedvWbh7SZtGTav6YOuhfqtxOiJGXrmKUPUtWWcrSsRpSuxcJeAwt9CPOISL5I5iEjw2tJctGqy0igyU3ZZ7VVptIzOidnU4vO5FF6VVlu2FnJkLMmhMfvPdmgyTdR16E5E81dNUtgPIGhJzrULJzP2im1VV5xDY0lSGZ94cMXmOkLG8xlPZjl1dRd+cKXpOsLR8RQruuIkMx6C3W50OoMBUhmPiCv4vr1a8429UhSB3vYYbVGXRNTuXxAmUtl8H4GhqXTQ58CnPRYhFnHy5RmaTDM0mWZFZ5xVXXHWpacYzUTIjCUxBlZ3xxERxpIZDo0mOTqR4tF9o6SzPp2JCJ3xCF2JCJ3xKD1tUdb0JHDSDgPAxOQEg0cn830JPD+4+os6HJ1IMTad4ZxjI6xx4/x8xzGyvs/wVJrH94/RHrNXuRHXYUPyKL8MPLT7CIOZw0ykbNLS2xYjERy3bwzprGFlVzx/bFNpj+GpNH3tMboSEVJZHwFWdsWZDPpkxCIO02mPVNanI+4ylfaYSnkYDO0xFxAcgYjjYDBMpjwOjU3zopNXFP3HoupAZjqcc12krcRO4kHCveiFY3MPdtBkpVGE1gxUzlVpic1A0NRfkqXw7Qf283c/eKrWxVh2z8Qn+dqDg/zDfXcAtq1fREhnS686jpPm6QR84oeP8cnv37ngtn8W2cNrXYc3f/7e49YXtr2fKnv55Th8+sdP8X2/p6zjWSofu/Y8rjlvfa2LoYrJTFVfOwi2ObOc0UCLjsxs7sEOmqw0ikzQwbbqKvRce3+JNSuL3fsiv7+p6srVYq4+ew2nrradpQ+PpXAdGOiI59v97T9SW8OR+6cadSXffh91haMTabK+z8krO8kE7eS5Doc7joyTiLp0xG1btb2Sj7DjyARdiQiruhJMpbOs6IyT9X06YhESUTdfm5MbIZEbqXFkPIUbtM17vsnX4AxNpmmLuqzvayOV9clk7WiBZMbWJvS2R9k3PE1nPEI6nST2fY9LzjiB7pPPZiKZZXTaJrmuA1tWdbGqO84pqzrpbYsxGXRwHE/a5eGxJCNTaXzfwG1w1ek9bD79HAC6EnYEhSNCKuthDHS3RTn1F/9NfG87N77pQruNCKev6SLmOra8vo83uAM+D+998Tp+++xLmM54+Sr+wfEUGc/Pj4hIFfRFaAt+v4fHkkjwewFbU5bM2pqveMR2CI1FHCZS9nhP6G8n5joMT6XztScZzyDYanrXgZeeumo5wlBVIj0FsRCSlVJvfVJKv6vc6018HtZkpVGEVbOSH0mxSJ+VYzvtdNJnXrPwdrnRSbnRSqokm1Z0sGlFlf2PFnDplhVF17/yrCX7yMUlR+H7cN7mtZx38YmLbh6LxOjrmOdq8scJzl2T4NwXbJx/B14Wbvk5rD6Vl566cs7LbTGXNlzoGwDgzAEXNvaWciSqlWWmoaP496sskYT9Tixmx+32IrVrkb4tsc6mPg8v+3T7InKViDwtIjtE5IPL/fkNK5esxMLqYLtIzcr/fsLOmPiCdy68nSYrqlT5GA6jCj2x+FXpkzfDyB544bsX3i73ndIYVqUIqxko2rZ4M9DoPnj0m/bWFIv1H4x1QGqi+nLVqWVNVkTEBT4BXA2cCbxBRCqcc7vFpMbtMqyhy4efmH+biUF46CtwzutLyOZzJ/rm/ZKokOROpKG09yfsJInz9ZUyBu7+GAycAqe9auF9RdsB0WRFlSY9EVIH2zhMHLbn2/nc80kbyy981+L7i3c1dQwvdzPQhcAOY8wuABH5OnANsMB/ziLu+mc49Gj4patnR560nV07F0keFtO/GTa/BH7yEdh7L7QXmbRn5Dmb8b/odxffXzyoWbnz7+CBL86sT03YDl+L9XlZCr/y8Zly1aunboHHvlXrUiyvyeCk3Lep+n1tfRvc+bfw2ctgRZGhsplpOPgQ/MrHFp//R8TWED7+nzC0c2Z9NmXvtVJtbWYlXvhuWP/85f/cchzbaW8B0kqMsQlGGDF87hvgqf+BT7/YzupczNM/gLN/vbQZn2Md8Nw98K23z6zzs/Zc3NZbfXnLdcoVcN4bQtvdcicr64G9Bc/3ARcVbiAi1wPXA5xwwjx/oKFdcPDhpSlhPTv/zeBW+SdzXHjzf8JP/s6enEf3Ft/u4nfByhLmS+g/CTZcCJNH7E9OZtr2Xq/FRHGm9rdJXzSOJ4+0Zgyf8CJYc071+3nZB2HFFvjpP83/e9z8EjinxPtonXWNPdEX7svP2n4vld40tBrJseX/zFkWjeH0ZGvG8Kqz4NRXVr+fLVfAO2+HW/5g/t9j/2Z4ye+XuL8rbT/Dwn0ZY5utapFwrzoj1N2JKTZ37hIRkdcCVxlj3hk8fwtwkTHmPcW237p1q9m2beGpiJeC7xucYPpgzzdzJv/JMcYwkcoyNJnmyHiKI2MpPGNY3RXHBPs5NJZkcDxF1HXyU0F3xCNEHTvqIu0ZMlmfkekMK7vi9LfbDoWuY0cGtMci+Tkunjw0zvBkOl+u4ak0h8dS9HdE2dDXjjEGz9hyZTyD68DodIZjE2lE7L0iIq5wwQl9nLa6i/7OGN0LTAZkjOGuHUfZfWyKiWSWnYMT+L6hMxEh5to5Kvo7omxZ3cVlp9X/6AURud8Ys3W5P7dWcayaj8awagaVxPFy16zsBwq7728I1pXlT/7rUbbtHibiClNpz96kyXEYnEixoiNGIubm73mQyvhMZzwESGV9JlJZetrsP2jf2JtATSSzRFyhIxbBdYQDo9NEgmTFN+QnkHLEDtcEGE9mi94PYTlFHCEecZhMz1+T4DpCb1uUdNa3E1t5Pp/2duXf/8KTB+jviHFwJElH3N5vYyrlcXTSTqp1dGJm3H5XPEJ3W5TJdJZUxifr+/n7YWwaaGfL6i5OX9PFhZv76UpEaYu6tMdcfGMTvr72mL3fRjAUdfexSeIRl464/RsMdMbJej6PHxijvyNGb3uU4ak0B0aSDE+m6Yjbv89U2mM6bbdPZjx8Y4euAkynPd57+SlLNouiUkqp5bfcycp9wBYR2YxNUq4F3ljuTlZ3JTihvx3PN2R8Q397FNdxeHT/CKev6cYzBs8zuK6QiLiksh697VGGJu1Mmxv62sn69u6dPW1RXEcYT2aJRxw839DdFqU95tp7KWR9Io6Q9nwmUx6dcRfHsXNcdMRcTlrZQV97jFXdCVZ1xRlPZkln7cygXYkIG/raWNEVJ+sZElGHyZRH2rMzXeZmv2yPuRwcTZLK+sGslvZOotMZj2TGs7NeprOc0N/OCf3tuMH9KHLJ1XTwuiN2nglxbCIynfboa4/l711h9+tz985jDI6nuHvHUZ45PM6uwUn2j0yzrifBiq44EcfORdEei3Duhh5ecupKIq7D2u7EcfsyxrB/ZJqv3vscTx8aZ/fRSW574nB1EVKm2TficgTecelmTVaUUqqJLGuyYozJish7gFsBF7jBGFP8NpILeO/lW0Iv23IpvNfEut6ZHuW97YvMTriAtphLW2zuP+di97WIuE5+zonXPn9DxZ8J9l4QG/ra+cOrTs+vOzg6ze6jU0xnskynfabSthZleCpDIurQGY/QEYvQmYjw3LEpNva3090WwRVhqqAG7IT+dqbSHhFHOG1NF/GIw+B4ir6OGJ5va4gSEVvj5fuGiXSWRMTNz4iqlFKqeSz7pHDGmFuAW5b7c9XyWNvTxtqepblH0Kpu29Fx9g25HEcW7HujlFKqsS37pHBKKaWUUuXQZEUppZRSdU2TFaWUUkrVNU1WlFJKKVXXNFlRSimlVF3TZEUppZRSdU2TFaWUUkrVtWW9N1C5RGQQ2DPPyyuAo8tYnKXQ6MfQaOU/0Rizcrk/dIE4brTfXzF6DMur3mIYGuv3V0yjlx8a7xjKjuO6TlYWIiLbanFDrzA1+jE0evlrrRl+f3oMqtF/f41efmiOY1iMNgMppZRSqq5psqKUUkqputbIycpnal2AEDT6MTR6+WutGX5/egyq0X9/jV5+aI5jWFDD9llRSimlVGto5JoVpZRSSrWAhkxWROQqEXlaRHaIyAdrXZ4cEblBRI6IyGMF6/pF5DYR2R4s+4L1IiIfD47hERG5oOA91wXbbxeR65b5GDaKyI9F5AkReVxE3teIx1Hv6jWGofHjWGN4eWgML2n5NYZnM8Y01A/gAjuBk4AY8DBwZq3LFZTtJcAFwGMF6/4e+GDw+IPA3wWPXwV8HxDgYuDeYH0/sCtY9gWP+5bxGNYCFwSPu4BngDMb7Tjq+aeeYzgoX0PHscawxrDGcO2PIeyfRqxZuRDYYYzZZYxJA18HrqlxmQAwxvwUGJq1+hrgxuDxjcCrC9Z/0Vj3AL0ishZ4JXCbMWbIGDMM3AZcteSFDxhjDhpjHggejwNPAusb7TjqXN3GMDR+HGsMLwuN4SWkMTxXIyYr64G9Bc/3Bevq1WpjzMHg8SFgdfB4vuOom+MTkU3A+cC9NPBx1KFG/N005N9fY3jJNOLvpiH//hrDViMmKw3L2Hq5hhh+JSKdwLeB9xtjxgpfa6TjUOFrlL+/xrCaT6P8/TWGZzRisrIf2FjwfEOwrl4dDqrjCJZHgvXzHUd+vYjsBj4M/LWIHBKRLwTBu6REJIr9gnzFGPOdao9j1nrVmL+biv7+IrJbRKaBPwP+RGO4aTTi76ahzsUaw8drxGTlPmCLiGwWkRhwLXBzjcu0kJuBXA/s64DvFqx/a9CL+2JgNKjeuxW4Mujl7QCDwDrgPGxV4IeWsrAiIsDngSeNMR8N4ziCY7kyWKcaL4ahwr8/NobfgK1+vhiN4WbRMjFci3OxxnARte7hW8kPtufzM9je6H9c6/IUlOtrwEEggz05vwMYAO4AtgO3A/3BtgJ8IjiGR4GtBft5O7Aj2M8/FKz/e+B/SizL64Fnge7g+dXYNs6Vi7zvUmzV4iPAQ8HPq6o8jh3A22r996mnn3qN4SWI4wz2Su5tFcTw/wDvnbXuEeDXNIZr/9NCMVztufjfgImCnyzw5xrD5f3oDLZ1LKh6fKcx5nYR2YAdmvYjY0xuzP33gLuMMR+Z5/1fwX7JPoAN4OuNMd9blsIrRXUxLCK/AXzAGHNR8Pxc4EfAWmNHoCi1LKo9Fxfs5zzsiJwrjTEPLm2pm4smK3Us+IKswGbYndgT9a8bY0ZKfH8vNjMfBX5ujPmtJSmoUvOoJoZFJIG9Or7QGLNdRP4RaDfGvGvpSqzUXNWei4N9rMQ2n33QGPP1JShmU2vEPiut5tXGmC7gZcDp2C9MSYIv0jeBs4F/WorCKVWCimLYGJMEvgG8WURyfV++tFSFVGoRFZ+Lg86y3wK+qolKZTRZaRDGmJ8AXwD+sdT3BFWOb8e23358SQqmVIkqiWHsxFdvAi4Hpowx/7sERVOqZBXG8b8CY8CfLEWZWoEmK43lX4Argrb7BQVV6F8G/gh4G7BeRLT6XNXav1BiDAMEyYmPrRnUWhVVL/6F0s/FvwW8FHiTMcZf6oI1K01WGogxZhD4InbOCkTk+yLyR/Ns/rfAXmPMJ40xKeDN2DkCtixPaZWaq8wYzvki8Dxs8q1UzZUZx2/A3kPpgIhMBD+LxbyaRTvYKqXqmoi8FTuS7dJal0UpVRtas6KUqlsi0g68C/hMrcuilKodTVaUUnVJRF6JnTX0MPDVGhdHKVVD2gyklFJKqbqmNStKKaWUqmuarCillFKqrkVqXYCFrFixwmzatKnWxVBN4v777z9qjFm53J+rcazCojGsmkElcVzXycqmTZvYtm1brYuhmoSI7KnF52ocq7BoDKtmUEkcazOQUkopperaosmKiCRE5Bci8rCIPC4ifxGs3ywi94rIDhH5hojEgvXx4PmO4PVNBfv6ULD+6WBYolJKKaXUgkqpWUkBLzfGnAucB1wlIhcDfwf8szHmFGAYeEew/TuA4WD9PwfbISJnAtcCZwFXAf8uIm6Ix6KUUkqpJrRosmKsieBpNPgxwMuxt7wGe2fUVwePrwmeE7x+uYhIsP7rxpiUMeZZYAdwYRgHoZRSSqnmVVKfFRFxReQh4AhwG7ATGDHGZINN9gHrg8frgb0AweujwEDh+iLvKfys60Vkm4hsGxwcLPuAlKoHGseq0WkMq3pSUrJijPGMMecBG7C1IacvVYGMMZ8xxmw1xmxduXLZR+gpFQqNY9XoNIZVPSlrNJAxZgT4MfBCoFdEckOfNwD7g8f7gY0Awes9wLHC9UXeo5RSSilVVCmjgVaKSG/wuA24AngSm7S8NtjsOuC7weObg+cEr//I2BsQ3QxcG4wW2gxsAX4R0nEopZRSqkmVMincWuDGYOSOA9xkjPmeiDwBfF1E/hp4EPh8sP3ngS+JyA5gCDsCCGPM4yJyE/AEkAXebYzxwj0cpZRSSjWbRZMVY8wjwPlF1u+iyGgeY0wSeN08+/ob4G/KL6ZSSimlWpXOYKuUUkqpuqbJilJKKaXqmiYrSimllKprmqwopZRSqq5psqKUUkqpuqbJilJKKaXqmiYrSimllKprmqwopZRSqq5psqKUUkqpuqbJilJKKaXqmiYrSimllKprmqwopZRSqq5psqKUUkqpuqbJilJKKaXqmiYrSimllKprmqwopZRSqq5psqKUUkqpuqbJilJKKaXqmiYrSimllKprmqwopZRSqq5psqKUUkqpuqbJilJKKaXqmiYrSimllKprmqwopZRSqq5psqKUUkqpuqbJilJKKaXqmiYrSimllKprmqwopZRSqq5psqKUUkqpuqbJilJKKaXq2qLJiohsFJEfi8gTIvK4iLwvWN8vIreJyPZg2ResFxH5uIjsEJFHROSCgn1dF2y/XUSuW7rDUkoppVSzKKVmJQt8wBhzJnAx8G4RORP4IHCHMWYLcEfwHOBqYEvwcz3wSbDJDfBh4CLgQuDDuQRHKaWUUmo+iyYrxpiDxpgHgsfjwJPAeuAa4MZgsxuBVwePrwG+aKx7gF4RWQu8ErjNGDNkjBkGbgOuCvNglFJKKdV8yuqzIiKbgPOBe4HVxpiDwUuHgNXB4/XA3oK37QvWzbdeKaWUUmpeJScrItIJfBt4vzFmrPA1Y4wBTBgFEpHrRWSbiGwbHBwMY5dKLTuNY9XoNIZVPSkpWRGRKDZR+Yox5jvB6sNB8w7B8kiwfj+wseDtG4J1860/jjHmM8aYrcaYrStXriznWJSqGxrHqtFpDKt6UspoIAE+DzxpjPlowUs3A7kRPdcB3y1Y/9ZgVNDFwGjQXHQrcKWI9AUda68M1ql6NrQLPn4B/OKztS6JUpXxMnDDVXDzeyGbrnVplKrMD/4I/uNVMH6o1iWpiUgJ21wCvAV4VEQeCtb9EfAR4CYReQewB/iN4LVbgFcBO4Ap4G0AxpghEfkr4L5gu780xgyFcRBqCT39AxjaCbf8Pozugyv+otYlUqo8R56A5/7X/ow8B6//CsQ7a10qpcpzzyfs8nNXwFu+Ayu21LY8y2zRZMUYcxcg87x8eZHtDfDuefZ1A3BDOQVUNZaesMtzroW7/wXOexOIwOhe2PxScNyaFk+pRaWCGH7e6+DRb8Jj34ItV8KRJ2H9BdCmMyioOmcMILDlCnjuHvjJ38Gr/hEOPQo9G6B/c61LuORKqVlRrSw9CW4cznsDPPJ1+MQLZl5783fglDn5qlL1JTNll1vfYZOV/37fzGsv/gBc/me1KZdSpcpMAwZOfBEkR20cP/pN+9rGi+Edzd+jQqfbVwtLT0KsHdr6Z9ad9Rq7nNJWPNUAcrWDiW6Id9vHJ10GiV6YPFqzYilVslzCHe2YORd3r4eNF8FUa8SwJitqYZkp+wVpL0hWzn+TXabHa1MmpcqRDk70sQ7wgg62p11tYzqXyChVz9KTdhlrnzkXr38+rDh1ppmzyWmyohaWq1npXDOzbl1wu6cW+ZKoBld4VTpwin286gyIdWoMq8aQj+F2WHWmfTxwMsS7Wibh1j4ramHJUVt17kbgTd+G6SFbfQ4t8yVRDS45YpfxLnjtf8DT/wMnvCg40U/WtGhKlSQ5apeJbjjlFeCl4Nw3wLb/sDHs++A0d92DJitqYROHof8k+3jLK2bWRzv0qlQ1hvHDkOiBaAJWnmp/wDYLTRyubdmUKkVubpXONTZhefEH7PNYB2BszUuTD8dv7lRMVW/8EHSunrs+ErfZvVL1buLQ8c2YOZG4ThKnGkMuqe6aFceRhF16zR/HmqyohaXGoK137vpIvCW+IKoJJOeJYVdjWDWIZHA7vkTP8esjMbtsgTjWZEXNz8uAn4Vo29zX3KhelarGkJmeJ4ZjLXGSV00gMwlO1J53C7lBspJt/lpuTVbU/HKdD6Ptc1/Tq1LVKDJTxWM4osmKahCZ6fnPw2AvLJucJitqfplpuyz6JdETvWoQ8yUrbqwlrkhVE8hM2SkkZsvVtLRA/0FNVtT8Csf2z+ZGNVlRjWHBZqDmvyJVTSA9NX8MQ0ucizVZUfPL16wU+ZJoB1vVKBaqWdEYVo1gvmagfAfb5k+6NVlR81uwZiWmHWxV/TNm4atSP2Mn1FKqnmUmF65ZaYHmTE1WGtlSn2Tzsyb2zH1Nr0pVGIxZ2jjOTNuEpFgM565K/ea/KlVLbDnOxUXPw7kOts1/LtZkpVElx+Bv1sA9n1zCzwiSlaJzVMRaolOXWmJf+CX42rVLt//FYhha4qpULaE7PwJ/vwkyyaX7jOTozG1OCuU72GqyourV3l/YZOG2P1u6z8jdU6VoRh9tiXZStYRSE7Dnbth+q61hWQqL1Q6CxrGqzp1/a+Ps8GNL9xnz1qy0TgdbvTdQoxrda5fFsu1qPf0D2HQJ7L0PxJ2nCl072KoqjR+ceZyeDPfeJvvut7Up+35hn7cPzN2mhU70ahlMHQt3fyN7YXSfjd3p4eIxHGmdeVY0WWlUk0ftUkKuHBs/DF97/czzS94384UopB1sVbUmB2ceTw+Fm6x87uV2GW2HE14IJ14yd5t8sqLNQKpChX1VpobC3fd3rofnfg5tffbn+b85d5tcM1ALNGVqM1CjOvqMXaZDvvPxdMEXbtOL4eXzNDNpB1tVrVwMQ/gn+hzjw+u+MHeacmipq1K1RIZ2zTwOu2ZleLddTg/Da2+AnvVzt9EOtqqu7dsGj37TPk5PhJtV526Y5UTtF8Sdp/JNO9iqaiRH4cd/O/M8zBN9Yf+Xt9489061OS10VaqWgDHwgw9CtMM+nw454e7bZJe//M9w0suKb9NCTZmarDQaLwP//T7oWgtX/KVdF+ZVaSpIVt72fehcNf922sFWVeP2v4DJI/Caz9rn08Ph7Ts3meEr/hxOuGj+7VroRK+WwOPfgR23weV/Ch0rw69ZyU7DKVfA1rfPv42OBlJ16/H/sr3OX/X30HuiXRfmlyS3r2KdagtpB1tVqdF9sO0GuPC34OTL7bpaxLCOBlLVuOOvYO15cOH1tvNr2MnK1LHSzsPQEudiTVYazdh+uzzpMlh5mn383P+Gt/9922y1Zv/mhbdzY+BndfZPVb7xw4CBky+zHQfbV8Cen4e3//3b7HLNOQtvpx1sVTXGD8Lml4DjwopTg+kksuHse2IQRp6DNc9beDsn15SpyYqqN4VT4K86A1afDY98I7z97/k5bLyweIfEQlqFriqVmbTLaDs4Dpz96/D092fmRKnWnp/bhHvtuQtv10JXpSpkvgfZJMSC/irPex1MHIZnfxLO/vfcbZfFRrEVchybsLRADGuy0mjSkxBps0EKcM5vwL774NjO6vc9NQRHHrdzrCxGr0pVpdJBwp275f05r7dx9MR3w9n/7rtLTLhb56pUhWz2fdO2XGmbbMK6cNzzc7vvdectvm2LjMzUZKXRZKZmTvJgM3oEHrmp+n3nmpMWy+ZB2/tV5fI1K8FV6foLYOCUcGI4l3CXFcPNf6JXIZudcEcTcOar4cn/tjMzV6vUGm4IBjs0fwxrstJo0lMzJ3mA7nW23fSRb1Q/Zfmen9tx++ufv/i2uSHNmqyocs0+0YvY2pXdP7OzdlbjuXvsspTawVx7vx9SPwPVOmYn3GBjODMFT/1PdfueHraDKEpJuKFlRmZqstJoMpPH16wAnPIKGH62+jb/3XfBhhcUn7F2Nj3Rq0rlq9ALTvSnBKOCDj5c3b733G0T7nUXLL5tLuHWGFblmp1wg50pOdoBBx+qbt/P3QOY0pMVJ9oSdw7XZKXRpKdm2klzctOUZ6u462dyDA49UtoVKYCTO9E3/5dEhSwdXJUWnuhjXXZZTQyDTVY2vMBWyy/G0dpBVaFiCbfj2JjOzfNTqd132SbKUmq4wcax71X3mQ1g0WRFRG4QkSMi8ljBun4RuU1EtgfLvmC9iMjHRWSHiDwiIhcUvOe6YPvtInLd0hxOC8hMz/RAz4m0zbxWqrv+BW64ambG2ke+YacmP/FFpb0/PxmRXpWqMmWmAIFIQUKRSy7KieFnfwb/diEcfMQ+H9oFBx4sPYbztYOarKgyFUu4wZ6Ly0m4Jwbhk5fCg1+xz7NpeOirsH5raQk32BrCFki4S6lZ+QJw1ax1HwTuMMZsAe4IngNcDWwJfq4HPgk2uQE+DFwEXAh8OJfgqDJlJufWrJR7ok+Owe0fth1qn/mBnWjult+3+91wYWn7cLQKXVUoPWUTbpGZdZUk3Hd+BI4+Db/4DIzuh4+fb9efOvt0NY9cwt0CV6UqZLNHA+VEEzOvlWLb5+Hwo3Drh2yfw79eaaftP+OXS9+HE22J8/Cid102xvxURDbNWn0N8LLg8Y3AncD/C9Z/0RhjgHtEpFdE1gbb3maMGQIQkduwCdDXqj+EFpOeKp7Ng52euRQPfXXm8fbbYPAp+/iNN83d93y0GUhVaqGEu9QYPvQY7LnLPn72pzOTZ53xq7Ch1Opz1y5b4KpUhSzfZ2V2LXcCMiXWrGRTcN/n7OPk6PGTe77w3aWXxYm0RLJSaZ+V1caYg8HjQ8Dq4PF6oLA7/75g3XzrVbkyU3O/IPmalRK+JL4Pv/i0rUHZ8kp49CbbV2X12bD5xaWXw9UOtqpC6SIxnK9ZKfFEf+8nbcJz6e/ByB74/h/a9b/2qdLLoZ3EVaUKJzYsFG0rPeF+7DswOQgv/xP7/D+utss3frO8srRIM9CiNSuLMcYYEalyzOwMEbke24TECSecENZum0d68vhOXVBezcr2H9q2/Zf/qe29vv1W+8/jxBeWV478Vame6IvROF5AsYTbjdgrxFJieGIQHvkmnP9meOn/s7edSI5Cz4a5+12I1g4uSGN4AcVGA0FQs1JCDBsD9/w7rDwdXvz7sPp5MLrXnldPfnl5ZWmRmpVKk5XDIrLWGHMwaOY5EqzfD2ws2G5DsG4/M81GufV3FtuxMeYzwGcAtm7dGloS1BSMgfREdTUrD33Z3rH5jF+xtSPP/83KyqKdExekcbyA1HjxpCLSVloMP/ZtO+PtRb9lY//caysrh3YSX5DG8ALSwcRvsc7j10fbbJ+TxRx+zNZo/9JHbd+t00rsZ1WMDl1e0M1AbkTPdcB3C9a/NRgVdDEwGjQX3QpcKSJ9QcfaK4N1qhzZlM2g47O+IPmalRJO9OOHbTZfysyIC9FmIFWp9MTckzzYxKOkmpVD9gS94tTqyuG4gGgMq/Klxu18PrPPo6X2WRk/bJeL3aiwFG60JRLuRWtWRORr2FqRFSKyDzuq5yPATSLyDmAP8BvB5rcArwJ2AFPA2wCMMUMi8lfAfcF2f5nrbKvKkB8uNzubL2M0UGocutZUX5b8HBXN/yVRIUtPQneRLmvREmtWUuMQ7zp+NFGlnEhLXJWqkKUn5140gu3DUspFYyqYMiLeVX1ZHNdeyDa5UkYDvWGely4vsq0BinZjNsbcANxQVunU8dLjdjk7WSmnZiU1DvHu6suiQ5dVpVITxU/SkRI7J+aSlTC4rTHsU4VsodrBUi8aIaRkRZuBVL3J3SBrdkZfVs3KWDhfEFf7rKgKpccXONGXkHAnx8JJuMGe6LV2UJVrwYR7mWtWWiTh1mSlkeQ6biV6j19fas2K74d3VapTlatKeBmbbLT1zn2tnJqVRFjJiqsJtyrf9NDc8zCUX7MSC6kZqAUSbk1WGslEMOhqdp+T3LDPxb4kmUnAhFf1CDr7pyrP5FHAQOfqua+VWrMSVu0gtMxVqQrZxGHoKhLDkTYw3uIXcalxm6g4IfwL1mYgVXcmgh7knavmvlZK9WOo7aTBPCst8CVRIcrH8Dwn+uXus+JEWuKqVIVs4gh0FDkPl9okH2bC3SLzrGiy0kjyExEVCfJoYnmTFR26rCqRu29K0ZEUidJGNYSdrGgMq3IYM/9ooNzNOReL47A7ibdAwq3JSiPxUiCObfaZLVLCiT6frIQxGig3oZbWrKgy5GLUjc99LVJCwg1LMBpIY1iVwc8CZv4YhtIuHENNuJs/hjVZaSTZVPEvCIAbK+ELEubYfh26rCrgpe3Sjc19zY0tnnBnUzZpD7UZqPlP9CpEuRiNFInhSPz4beajtYNl02SlkXjp4l8QKK9mJYyRFK4mK6oCC57oS2nKzA3fD3HosnYSV+XIJ9x/XgiJAAEAAElEQVTFalZyycoy1qxoM5CqO9lU8StSsF+SZe1gq81AqgKLneiz6YXfH2btINikuwWq0FWI8k2ZRW5ZUlaflbASbq1ZUfXGS8/fDFRWnxVtBlI1UkrNilngnnlhxjC0zIlehSiXcEcWqFnxlrsZqPkTbk1WGkk2tUAzULz0ZCWUiYg0WVEV8BbqYBsHzMK1daEnK1GtHVTlWbB2sIQOtmFOzglBM1Dzx7AmK43EW6CDbSnNQJkpe3IuNpqoXI5jRya1wJdEhSi7QAfbUtr7c/NXRNvDKY/jasKtyrNQ7WAurhe6cPRSgLE37gyDE7H78/1w9lenNFlpJNmFOtiWULPiZebv81IJR2f/VGXyFmkGgpkr16LvzyU7RfoLVEJnsFXlWrB2sISalYVGxFUiX8vd3BeOmqw0ktQ4RDuKv1bKSIqFmpEqoSd6Va7UOCAzJ/VCpdSsLPSPohLaDKTKlW9OL1K7V8rQ5ewCfV4q4bbGYAdNVhqF78Phx2DV6cVfj8QXviKFoINumDUrWoWuynToMVhxauUjKXIn5DCvSnXosirHocfscuUZc18rKYZDrh1skf6Dmqw0ipHddtjm2nOLv15KzYqXCe+KFPSqVJXv4MMLxHApNSu5q9KQkhUduqzKdfBh6F4PnSvnvlZWshJi7SBosqLqxMGH7XLtecVfL2X2Ty8VXjaf/8wSpkdXCuzN38YPwLrzir/ullKFnmsGCitZiS9+0zmlCh18eP7zcC6JLqnPSkjn4txnNnkca7LSKA48ZDPoVUWqHqG0OSrCbgbq2wTHdoa3P9XcDj5il4vWrCxjM1DfJhjdBxlNulUJUhNw9JmFa7ihxJqVEGMYYKi5z8WarDSKgw/bRGW+TlmRBBh/4arAhUYTVWL1mXDkyYUTJKVyDj5kl2ueV/z1kkZShFyzsuoMMJ79B6TUYg4/Bpj5kxUnYqd0WCiGw+5gu+rMoGxPhLO/OqXJSiMwZuG2fijxqjTkmpVVZ0BqFMb2h7dP1bwOPgT9J0Gip/jrpcYwhBfHq8+yyyPNfaJXIck3x89zLpZgpNtCM9iG3QzUuQraVzR9DGuy0ghG98L00Pxt/VD6SIowO9iuCk70TZ7Rq5As1NYPBfOslNIMFNKJvv8km/g0+YleheTAQ9C5GrrXzr/NYnNehd3BFuyFY5PHsCYrjWCxzrUwMxtiZnL+bbLT4TYD5YZRN/mXRIVgaghGnlu4djAXw+kFYjgzbU/yIuGUy43CitM04ValWayGG+zsyump+V/PNRGF1QwEtobwyFNNPYutJiuN4OAjth001zZZTO4+E6mJ+beZHoFEb3jlauuDrnW234pSCzn0qF2uPWf+bUqJ4eQItPWGVSpr1Rkaw2px2RQMPgVrFohhgFgnpMfnf316xC7DPBevOsNeqI4+F94+60wIN4lRS27qKLQPFJ8xMSfeaZepBb4kydHwT/Srz4Qjj4e7T9V8JgftsnvD/NvkkpWFTvTJ0XBP8mBP9I/eZP+JhP39aGLHJlL85JlBsr7B9w2eMXi+/cl4Pqu7E2Q8Qzrrk8p6xCMu48kMQ5NpVnbFiUUcPN/QFnURgaMTabrbomQ9WzuQiLq4IkymswiQ8QxjyQyTKTuJX8bzSWd9YhGHVNZjaNI2r8QiDuPJLKPTGVxHcEXI+IZUxiOd9emIR3AERCS/zHo+Pe0xfN8wNJmmPebiiGAwpD1DdyJCInWUzxqPzz6S4vtP381U2qO3PUos4tLbFuWE/nYSUYfXJKNMPHeQ//zBUwxNpDkynsQRYTxpBz9cNnY/vwNc9okHGXWepS3q0pWI0B5zSWZ8VnTFGeiYWwPenYiQiLn0t8fwjOHYRBpHwHUcNk528Cbg5h/exrbEC0lmPDwfPN8nlfWZznhMp705YyE8YxieTJOIuvjGMJHK4vuGjngEzxjGprN0xl064hGOTaTJ+oaII7jOTM1me8wlEXXnlPdXz13H/3nJSdUHWkCTlUaQmoDYPNPs58S77XK+E70x9qp0KU70z/4MvGw4N0hUzSkd1JYsFMeRuB2ev1DCPT0yfwfdSuU62Q4+BSdcHO6+m9ieoSl+76aHl/UzHYH2WAQBEBDAdYSo6zDQGUeAtOcjwLreNnxjyHqGtpgQ64iR9Q2OgAF8A8YYfGM4lrLJDUB/RwzfmOAfu5CI2kQjMzYMwDRtdMQjJKIuWc/w3LFJHppMMxYkI+dGocMZ5pN37qQrHuGEgXaMgagrtMVc1sRSMAWXPO8UcCJMpT2GJ20iMJVO8cSBUdpjx59LvSCJyvo+Gc9mHLGIgyuCZwxtvvCmGDz1yC/4prORnraoTdQcIRF1aIu6xKPucUkGgItw8qpOfN8QcYVE1CXqOkymsni+oTMeIevbJOaE/nZ6g4Qu69syGGMYnkojRZplO+Lh/j/Q/y6NID1pqxYXkrsqTY4Vf310nx3W3LUm3LKtOst2iBzaBStPDXffqnnk+qEsmnR3zR/DxsDws4v3GShXbu6iw49rslKGM9d285M/eBmOSP4fo+sIEUcYm86S9jxirkss4hCLOKSzPhnPp7stiiOQyvo4IiQzHlNpjxWdMdKeT9RxGJnOEHXtP0DXEYyBrkSEjlgExwmpv1K5DnbCp+F3rz4PTr9ozsvGGDKewfnmV4kM7WD7b19NxJG5/8j/84uQ6uevX3N+2UUwxjCZ9vA8Q3db5Ph9//Nf8AcbPH7/119Zu9/REtJkpRGkS6hZ6dkIkTbYczec/Zq5r++4zS5Pelm4Zcud6I88ocmKml+pycrK02H3XTYxmX2SP7rddtK95P3hlq1nI8S6tN9KmRJRlxMHiv89e9sX78jftcBrfUWaQWpukRgWEWIRgdVnwDO3EJ0ahK7Vx2/k+7Djdjj5soqKICJ0zldjsfpMZPBJpAkTFdBkpTGkJyHRvfA28U44/VXw2HfglX87d9TP9tug90R7E7kw9W+2y9G94e63hfi+IeP7ZD3b7t8Ri5DMeEyms0QdJ3/inkxlaYu6OI5wbCLFdMYj6xniUYcVnXGiru0vn+szkPF8XEdoj0XIej6+sVXHhZ/rGUMq62OMyb9/PJllOm37BXTE7ZWxb6At6pLKehybSNPXHqOn3fYvEJlpw55IZUlEHCLurL776Qk7iseNYoKG8+mMx0Qqy1TKwzcGR4Tuk36V/js/yOFnfsGh9tM4ob8dEeiMR4hs/6Hd15Yr5vwOPd8wlc4ylfaYTGVJZnwSUQdHhKxvePboJMmMR9QVkhmfyfTMMfZ3xLi8bQOpfTt44LGDrOyKA8Jpa7pwRZjOeKSyHq4jxFyHaPDjB1XgUdchEXXZNThhmyiC5omN/e0kMx4GSKY9YhEHQTg0liQRdWiPRYi6ttbg4GiSNT0JYhGHSPA5zXh13NDyycoitdzPex389B/gsW/DC991/GuHHobJI7DlyvDL17cZdt8d/n7rhCYrjSA9ufC4/pxzXm+/IDvvgNOunlmfScKuO+G8N4U35DMnGnT6bfL7UoTtcz/bxT/+8Gkynu2QuJCBoA19eCqDCMQjDsnM3CGKMdch4/tzOtFFHMm3Mccj9p9s1jdVTzwcdSXfft4ZdFrMtdvHXIeuRISVXXGMgd+afJrL/Rhv/PjPGBxPcWS8+DwUvfTxi7jLd7/0Mf6/7Jvy6+MRhy9Hv06/bOStn9qB6+zEdYTDY0nSWT9/fJX6VswjOXSE3/7yA1XtJyyffsvzeeVZITfZquqU0u8KYOVptqny0ZvmJivP/BAQOOUV4Zcv2gaZBYZMNzhNVhpBKX1WAE5+uR019MhNxycre+62QbwU2bwbtVNMa7JSljPXdfPWF24i6goRx8lfUWc8n7FkloGOGMmMzwPPDbO6O07EdTgylmRVd4JExOXAyDQXn9RPVyLKg3uHEYSOuL1Sj7oOEddenef6AySiLsbAZDqb782fGymRqwUx2H/4dnRClOmMx7ODk6zpiTORzJL2DP0dURJRl+eOTRFxbce9ockUruOQ9e1Ii7aoy1TaY3A8xeh0hogjrPN9stPtrOlO0Nce46WnruTkVZ10xCN0xGzHP98YfB8Gf/FS3jLyC3af+gecsroX3xiODA5y/qNP8rOB13HxqgE838czsGVVJycOtNMRj9AZj9Aei9ARtyMbPJ9834iBjhibV3SQCWqiOmKRoMbIMJnKsvI/V2MyU3zvVy/lyHiS/cPTHBxN0pWIkog6xCMunjFkgn4XGc8mSG1Rl/aYy2Ta47mhKS7a3A/AZMrjwMg0XYkIu49NctKKTlxHyPo+a3vayHg+k6lsPmk8MDLNmp4ExkDWN5y6eqFGElUTpTZlgr1wvPWPbNPlii0z67f/ENY/HzpWhF++aLu9dYSXCfeGtXVCk5VGkJ4oLVlxo3DWa+DBL9lOirmmo+0/tLODbrp0acoXbde7L5fpRSev4EUnh3PC+vXnLzAcuF58Iw7HBvj8b75g8W0Tb4Vv/ib/3/mjcFLQCfGJx+CRLJf98pu5bFO4HWxXdMahvRPGRjl7fQ8Q8mgj1RxKbQYCOPvX4Yd/Yi8cX/7Hdt3kUdh/P7zsQ0tTvmgwA3RmuimTlWWfFE5ErhKRp0Vkh4h8cLk/vyGV0sE2Z8sVNnEo7Cy4bxtseMHC87RUI5Jo6upHFYJSht/nnBL0Sdm3bWbd/vvttPgb547CCEW0TWsH1cJyQ+pLSVa61tgbdu4viOEDDwIGNr94SYo3M4t5c8bxsiYrIuICnwCuBs4E3iAiC0zLqsim7b0kSvmCgL1vBdiJ5HImjkD3uvDLlhNts/1ilJpPerL0ZCXeaeN96tjMuokj0LFq6a4Yo21aO6gWlp608wCVesuSzjW2NiVn4rBdLtW5OBIkK9nmTFaWuxnoQmCHMWYXgIh8HbgGKO/GHA991bYFUtCp7rjegmb+dXPWl/h+Lx00qyxzD/3kqF2WeqLPtYXef+PMlenEIehYGX7ZcqJtcOABuP0vlu4zyvHSP5y5yqhXu++CHXcET0qN1ypj2M/YJjunBq2/++6D03+p9O3bB2DXT2Ziau+9S9POnxNts8lRvcTwOa+fufdWvRrZC9tuCJ6UGq8VxHDhej9ra9jCvK9OqR79VunnYbDx+tw9MzG1//5g/RKdi3PnvJ991H5/am3jRXDaVaHtbrnPWuuBwjGu+4Dj6nVF5HrgeoATTjih+F6e+O7Mif640S0Fj/Pri60rWF/q+7PTxb9cy6F7fdHhmkV1rob+k2Hnj+wPgOPChq1LV751F8Cj34Sf/+vSfUY5Lvndmicri8bx/vuP/31VE6+lxrCXtif7Woh1wvNeW/r2J77I/nM4+szMugv/T/jlyllzDvhfrJ8Y3rC15snKojE8cXieGIZQ4rXYtsYLasBqNKz74t8ufduNF849L649t7yEpxwrToV4j72YrwcXpUNNVsQs4z9gEXktcJUx5p3B87cAFxlj3lNs+61bt5pt27YVe6lpFP7+kxkfEfKjNHLzLAyOp9h9bJKj4yn2DU8zOp3Jj/hwRBCxUxufuqqTFV1xe1+OrgTtcZeRqQzDU2mGJzOMTKXZP2JHOYDtWHjSyo5gyuRMfnTCRDLL6WvtaISplEc86jAylWE647FpoIOs7+P5hu5ElL6OGFPpLOdu6A19euWwicj9xpglzNqKa4U4VstDY1g1g0rieLn/u+wHNhY83xCsK8tN9+1lz9AkMdcOURxL2uGRB0aTxFyHU1bZYYLdiSiG3HBDO7eE5/v2Bk9m5uZbUdcBYx9Pp33Snkdb1KUtFiHiSMFNr+xU0uv72ljf24YT3Jehrz1KxjP5YaLTGY+nDo7xzOEJBidSDI6nmEhl8H07jDKV8XBde7+J+ebYEIGTVnTgG3j26GRlv+15tMdcPN9OBjbfZ5ebww50xHjFGatJRB1esLmfLau6aI/Z4bLtcZfuRJThqTTjyQwrOxOMJTPsHZ4ilfFJezb5cYIZICOOHVKayvr5MnYlImSyPs8NTdEWc4k4Qtqzf9vhqTQTqdyQXIf3Xb6FttjcG2sppZRqTMudrNwHbBGRzdgk5VrgjeXu5IdPHObOp4/kJ4LqjEfwjWEqmJGyVI6Qn+ES7ORZsYidjXIqnS068VY5VnXFWduTYH1vgs54J67jEI86xFzH3kfCN6QyPhv720hlfdqD2Un94MZRzx6dJOIKv3b+es7Z0MPKrjgrO+N0JiLEXIeDo0lcR+hrj/HM4XG2H5nAEdg1OEks4uCInfa6rz1GX7utBVnRGQ8m6jLsH5nm6ESaeMTOyOkIrOpOEHWF7YcniEWc/Kylve0xsp7h6ETK3kArmJBrKrgD6pfu2cOPnj7C8GSaG/93T1W/t0p0BXcJzfqG33nZybShyYpSSjWLZU1WjDFZEXkPcCvgAjcYYx4vdz+fu87WHmWDiZlyt6dOZrxgqmsh7fmMBFNh2x97xZ6bDCtXWwL2VuPR2dODk7sjJ3ayquAunMmMx87BCQbH0/mZQUen07TF7GRYtkbGTn8+330zwrKxf2Yo8rkbezl3Y2/J7xURNvS1s6Gv+HBmO9/EXGt6EvnHJ6+cGaH0ijPtKKRkxuORfaMcHkvma5qyvmEqlaUjHmGgM8bgeIqsbzhnfQ9tMTeYEM3eLj6Ztbdxj7pCPOISjzhIMDNqMuNx6uqu/HTysYhN/BLR4rcoV0op1RyWvZOBMeYW4JYw9hVxHSIF/6MK/2HFIs78N3yapViiAvYfuiv2NtqFn/H8E/srK3ALSERdLtysvx+llFLhWfZJ4ZRSSimlyqHJilJKKaXqmiYrSimllKprmqwopZRSqq5psqKUUkqpuqbJilJKKaXqmiYrSimllKpry3pvoHKJyCAw33SoK4Cj87zWiJrteKD+julEY8wS3n66uAXiuN5+P2FotmOqt+OptxiG+vsdVUuPZ+mVHcd1nawsRES21eKGXkul2Y4HmvOYwtSMv59mO6ZmO56l0Gy/Iz2e+qTNQEoppZSqa5qsKKWUUqquNXKy8plaFyBkzXY80JzHFKZm/P002zE12/EshWb7Henx1KGG7bOilFJKqdbQyDUrSimllGoBDZmsiMhVIvK0iOwQkQ/WujzzEZEbROSIiDxWsK5fRG4Tke3Bsi9YLyLy8eCYHhGRCwrec12w/XYRua4WxxKUY6OI/FhEnhCRx0XkfY1+TLWiMVwbGsPh0RiujZaNYWNMQ/0ALrATOAmIAQ8DZ9a6XPOU9SXABcBjBev+Hvhg8PiDwN8Fj18FfB8Q4GLg3mB9P7ArWPYFj/tqdDxrgQuCx13AM8CZjXxMNfo9agxrDDf0j8awxvBy/zRizcqFwA5jzC5jTBr4OnBNjctUlDHmp8DQrNXXADcGj28EXl2w/ovGugfoFZG1wCuB24wxQ8aYYeA24KolL3wRxpiDxpgHgsfjwJPAehr4mGpEY1hjuNFpDGsML6tGTFbWA3sLnu8L1jWK1caYg8HjQ8Dq4PF8x1WXxysim4DzgXtpkmNaRo1+/E3x99YYrkqjH39T/L1bKYYbMVlpGsbWxTXccCwR6QS+DbzfGDNW+FqjHpOqTKP+vTWGVU6j/r1bLYYbMVnZD2wseL4hWNcoDgdVcATLI8H6+Y6rro5XRKLYL8hXjDHfCVY39DHVQKMff0P/vTWGQ9Hox9/Qf+9WjOFGTFbuA7aIyGYRiQHXAjfXuEzluBnI9bq+Dvhuwfq3Bj23LwZGgZOB/wv8HxEZFpF7gF8Gbl3mMgO2VznweeBJY8xHC14q+ZiCaspbgStFpC/osX4lNTqmGtEY1hhudC0Tw8HfewS4TkRGRWQ4eM8RaqBlY7jWPXwr+cH2bn4G2xv9j2tdngXK+TXgIJDBtge+AxgA7gC2A7cD/cG2AnwiOKZHgZdivyBvCN63E5v1/mkNj+dSbNXiI8BDwc+ryjimrQX7ejuwI/h5W63/VjX4XWoM1+Z4NIbD+122QgxvBbqDOP5U8LfeCfwjcE6NjqclY1hnsK1TIrIVuN0Y01vh+2/BZt4fCJ5/HZgyxrw9vFIqNb9qYlhE1mCHUm40xhwL1l2AvfJbZ4zJhFlWpeYTwrl4BIjkngLtwGZjzO4wytcqGrEZqFU8A3gicqOIXJ2b4CdHRE4QkREROWGe978deIuIvFxE3oQdavi+JS6zUoUqjmFjzCHgTuA3Cla/Bfi6JipqmVV1LjbG9BpjOo0xncDHgJ9Rx31D6pUmK3XK2N7dueq+zwKDInKziKwOXn8u+BI8N8/7DwG/gx1v/zHgrcaOyVdqWVQbw9jYfTOAiLjY5qQvLX3JlZoRQhwDICKvB94I/Lom3OXTZqAGISKnA18Gthtj3lDie2LAbuBZY8wlS1g8pRZVbgyLSALb1+AC4DTgY8aY05a2lEotrMJz8fnAD4ErjTEPLmX5mpXWrDQIY8xTwBeAs8t4299gZzdcKyIlfamUWirlxrAxJgnchK1deQtaq6LqQLlxLCKrgP8C3q2JSuU0WalTInK6iHxARDYEzzdiq8HvKfH9LwHeBrwVO4ztX0WkbmcnVM2n2hgOfBH4TeBX0WRF1UA1cSwiEeBbwJeNMTctbUmbmyYr9WscuAi4V0QmsV+Mx4Dc6J4TRGSiWKcuEenGnuTfY4zZb4z5GXZc/n8EY/SVWg4Vx3COMeZuwAceMMbsWYYyKzVbNXG8AXgx8P5gm4nFYl4Vp31WlFJ1TUR+BHzVGPO5WpdFKVUbmqwopeqWiLwAezfYjTqaTanWpc1ASqm6JCI3YmfifL8mKkq1Nq1ZUUoppVRd05oVpZRSStW1yOKb1M6KFSvMpk2bal0M1STuv//+o8aYlcv9uRrHKiwaw6oZVBLHdZ2sbNq0iW3bttW6GKpJiEhNhr5qHKuwaAyrZlBJHGszkFJKKaXq2qLJiogkROQXIvKwiDwuIn8RrN8sIveKyA4R+UZwHxpEJB483xG8vqlgXx8K1j8tIq9csqNSSimlVNMopWYlBbzcGHMucB5wlYhcDPwd8M/GmFOAYeAdwfbvAIaD9f8cbIeInAlcC5wFXAX8e3AnVaWUUkqpeS2arBhrIngaDX4M8HLsPQ/A3sr91cHja4LnBK9fHkzxfg3wdWNMyhjzLLADuDCMg1BKKaVU8yqpz4qIuCLyEHAEO5vkTmDEGJMNNtkH5G6Stx7YCxC8PgoMFK4v8p7Cz7peRLaJyLbBwcGyD0ipeqBxrBqdxrCqJyUlK8YYzxhzHvamTBcCpy9VgYwxnzHGbDXGbF25ctlH6CkVCo1j1eg0hlU9KWs0kDFmBPgx8EKgN7j9NdgkZn/weD+wEfK3x+4BjhWuL/IepZRSSqmiShkNtFJEeoPHbcAVwJPYpOW1wWbXAd8NHt8cPCd4/UfGzul/M3BtMFpoM7AF+EVIx6GUUkqpJlXKpHBrgRuDkTsOcJMx5nsi8gTwdRH5a+BB4PPB9p8HviQiO4Ah7AggjDGPi8hNwBNAFni3McYL93CUUkop1WwWTVaMMY8A5xdZv4sio3mMMUngdfPs62+Avym/mEoppZRqVTqDrVJKKaXqmiYrSimllKprmqwopZRSqq5psqKUUkqpuqbJilJKKaXqmiYrSimllKprmqwopZRSqq5psqKUUkqpuqbJilJKKaXqmiYrSimllKprmqwopZRSqq5psqKUUkqpuqbJilJKKaXqmiYrKhzpKTj0WK1LoVTljIF92+xSqUZ1+AlITdS6FKHTZEWF4/NXwqcuAS9b65IoVZm7Pwafuxx231XrkihVmdF98MkXwo/+qtYlCZ0mKyochx+1y+RobcuhVKX232+Xk0dqWw6lKjW82y53/rimxVgKmqyocCVHal0CpSojYpfpydqWQ6lKJcdqXYIlo8mKCtfY/lqXQKnKOBG7HNUYVg0qFSQrqfHalmMJaLKiwuHG7HLHHbUth1KV8oP+Vjs1hlWDytWsjB9ouoRFkxUVru0/rHUJlKpM7kS/bxtMHq1tWZSqRKqgGWjXnTUrxlLQZEVVL5MELw1tfXDkCRjZW+sSKVW+1JiNYYzWEKrGlBoDcSDe03QXjpqsqOrlsvnnvc4ud9xeu7IoVankGGx+CXSsgh231bo0SpUvOQZt/XDyZbC9uc7Dmqyo6uXaRtc/3y7HD9WuLEpVKjUOiR4YOEVjWDWm1BgkumHFqbbfShNNcKjJiqpebm6VRA84UfBStS2PUpVIjUG8GyIxyGoMqwaULIhhAC9T2/KESJMVVb1cM1C8GyJxyKZrWx6lyuVlIDMVxHACsslal0ip8qXGbc2KG7fPm+jCUZMVVb3cKIpELlnRE71qMLmmzES3HYbvacKtGlC+djBhnzdRDaEmK6p6hTUrbrypsnnVInJNmfmaFY1h1YCSY7Y5PtcM1ERxrMmKqt6xHXb2z46VQXu/XpWqBnNsp112r9M+K6oxpSZg/KCNYW0GUqqI3XfDugsg1q7t/aox7bnLJtwbL9QYVo1p7z1gPDjxRbY5Hpoq6dZkRVUnPQkHHoBNl9rnTgR8r7ZlUqpcu+8KEu4OjWHVmHbnEu6LZu5zlbuFRBNYNFkRkY0i8mMReUJEHheR9wXr+0XkNhHZHiz7gvUiIh8XkR0i8oiIXFCwr+uC7beLyHVLd1hq2ey9134hNl1inztuU31BVAtITcCBBwtiOKIxrBpPvoa7ozWTFSALfMAYcyZwMfBuETkT+CBwhzFmC3BH8BzgamBL8HM98EmwyQ3wYeAi4ELgw7kERzWw3XeBuLDxYvtcXFsVqVSjyCfcQe2gOBrDqrHMqeF27dL3a1emkC2arBhjDhpjHggejwNPAuuBa4Abg81uBF4dPL4G+KKx7gF6RWQt8ErgNmPMkDFmGLgNuCrMg1E18Nw9sO48iHfa53pVqhrNc/cECfdF9rnGsGo0+7bZmD2xoIYbmiqOy+qzIiKbgPOBe4HVxpiDwUuHgNXB4/VA4Z3s9gXr5luvGtnkUeg9Yea542p7v2osU0ehvR/iXfa5xrBqNJODdpk7F0uQrDRRDWHJyYqIdALfBt5vjBkrfM0YY4BQbkIgIteLyDYR2TY4OBjGLtVSykxDtH3muXZOBDSOG0pmGqJtM8+dCGCaqgq9EhrDDSQzbZe5OM73WWmec3FJyYqIRLGJyleMMd8JVh8OmncIlkeC9fuBjQVv3xCsm2/9cYwxnzHGbDXGbF25cmU5x6JqITN1/Ile2/sBjeOGkpk6PuFuwqvSSmgMN5B8shLEcSs2A4mIAJ8HnjTGfLTgpZuB3Iie64DvFqx/azAq6GJgNGguuhW4UkT6go61VwbrVCPLTM1M7Qxas6IaT3pWwp0/0WscqwaRmbTL2TUrTZRwR0rY5hLgLcCjIvJQsO6PgI8AN4nIO4A9wG8Er90CvArYAUwBbwMwxgyJyF8B9wXb/aUxZiiMg1A14vtFmoF06LJqMMViGDSOVePI1azkLhyl+RLuRZMVY8xdgMzz8uVFtjfAu+fZ1w3ADeUUUNWxyUHA2Gn2c5xIU2XzqgVMHILVZ808b8KrUtXkxg9B+wpwgsaSJqwd1BlsVeVG99llb0FXJHGa6guimpwxNo57CmO4+U70qsmN7jv+PNyEtYOarKjKDT9rl4Uneu2zohrJ5KC9D9Ds4fegcawax9DOuedhaKraQU1WVPmMgYe/Ad9+h33es2HmNe2zohrFvvvhH7fYx7NjGDSOVf0bOwBffDUM7wZTMNS+CWsHS+lgq9TxnvkB/Of1M8/bemcea58V1Qgmj8J/FEygneideaxDl1Wj+OpvwKFH7eNckl34WJMV1dKGd9vlm78D08PHvyY6+6dqAGMHwEvDL30UkqNwwgtnXmvCm8CpJjW8B17wTtuMee4bZ9Y3Ye2gJiuqfOlgTP+mSyESP/41napcNYLMlF32bYJTZg1qbMKrUtWEjLHn4kQPXPK+419rwtpB7bOiypeZtqN+3Njc17TPimoEuWSlcH6VnHznxNaebl/VOS9jk5HCCQ1zWnW6faWOk5mCaAdIkel3tM+KagTpIFmJFUlWJDgtatKt6ll+1tqOua81YTOQJiuqfLPvB1RItGZFNYDZ91Ip1IRXpaoJzb55YaEmrB3UZEUtbGIQ7v6YbR/NSU8VvyKFYJ6V5vmCqCbg+/Czj8JUwd09Zt9LpVATXpWqJvDot+DAgzPP0ws0ZTZh7aAmK2ph//N7cNufwd57Z9bNvkttIcdpqi+IagJ774U7/gL+u6ATYik1K9qcqerJt98Bn3nZzPPMAk2ZTVg7qMmKWlhu5M/0yMy62Td+K6R9VlS9ycVj7vYQsHAH2yacUEs1uMKa7ZwFm4Gar3ZQkxW1sFzWPnlkZp32WVGNJDVul7kEBWwVujhzh96DDl1W9ScXw4UW7GDbfLWDmqyoheWuPH/01/CTf7CPM1MQK/IFgaBmxS9+JaBULeRqBQefgm+9AzLJmdrBoiPamu+qVDW45MjM4y/8MhzdsXDNShPWDmqyohaWawbqWgM//Xsb/OkFalb0qlTVm9wsy5teDI99Cw4+bK9KF2rKhKa6KlUNLpdw958Mu38GT363YPh9sZoVB5CmOg9rsqIWNj0MJ14Cz/9NOz35+KHgqnS+mpXmmzlRNbjcVemr/tEuR/YEMbxAUyZozYqqH7mE+1c+Bh0r7TT7+X5XC1w4NlEMa7KiFja2HzpXz9zoLTUWXJXqiV41iNEghtv77fPkqK0xnLdmJRfDOgRf1Ymx/XbZtcaei1NjC3cSB3subqKLRk1W1PwOPWZvWrjmeRDvtutS4/aqdN55VrQZSNWRzDTs/FEQw112XckxrAm3qhNP/Q/Euuy9rOJdQQwvkqw4kaY6D2uyouZ3x1/Ym2RtfRvEO+266RHIJhdoBtI71qo6cu+nYfwAXPp/IZKwV5vpiYVrVprwJnCqge29D576HrzoveBG7bk4FcTwfCPaoOluKqvJiipu912w/Yfw4g9AW9/MVWmuOjLRU/x9+RO9VqGrGpsehrs+CluutHcIF5m5Kk2NzR/DTTihlmpQxsDtH7b9VF74brsu3m1jOBnEcLERbWCTlSZKuDVZUcU98CVo64cLr7fPY0HNymLJilahq3rx5H/b/ikv+9DMuniXvSpNjs70w5pNY1jVi6FdsOduuOR9M7XbsU5IjwcxPM95GJpuzqtIrQug6lR6wnbmynWkzdWsPHKTXXasLP4+7bOi6kVu2H3fppl18S549icwcRg654vh5rsJnGpQ88XwyHO2CWi+8zA0XZ8VTVZUcb43c9KGmWRlZA+cehWc9LLi79M+K6pe5GLQjc6sy0zZ2sHeE+Gi3yn+via8CZxqULkYdApiOFfDMnYQrvn3+d+rfVZUS/AzxycrhSf81/4HuPPkudo5UdULL2OXhXE8vNsuX/NZ6Fpd/H3aZ0XVi3yyUhDD2bRdXvK7sOmS+d+rfVZUS/CzxycoheYb8gkFJ3qtQlc1lks2Cq9Kc32vVp0x//u0z4qqF/nawcJa7iCG21cs/F7ts6Jagpc9PpsHeP2XgXl6nuc4WoWu6oSfq1lxZ9a944ew4w5IdM//Pp1uX9WLYrWDL3qvnSfogrcs/F7ts6Jagp+dO37/jF9Z/H16olf1wg8S7sKhnavPsj8LacKbwKkGVbTPShdc+VeLv1en21ctYXaflVLpdPuqXngVxnC+dlCTFVVjxfqslErcphrRpsmKKs7LzN9nZSHaOVHVCz97/BVpqXREm6oXuWag+QY0LERrVlRLmD10uVQ6z4qqF372+P4qpdIRbapeVFOz0mpDl0XkBhE5IiKPFazrF5HbRGR7sOwL1ouIfFxEdojIIyJyQcF7rgu23y4i1y3N4ajQVNoM5OiJXtWJqmsHm+eqVDWoYn1WSuVEmiqGS6lZ+QJw1ax1HwTuMMZsAe4IngNcDWwJfq4HPgk2uQE+DFwEXAh8OJfgqDq10NDlhWifFVUvKm4GysVw87T3qwZVbOhyqaTF5lkxxvwUGJq1+hrgxuDxjcCrC9Z/0Vj3AL0ishZ4JXCbMWbIGDMM3MbcBEjVk2JDl0uhfVZUvfArjOHcDLZNdKJXDarY0OVSOZGmSrgr7bOy2hhzMHh8CMhNBbke2Fuw3b5g3XzrVb2q9ESvE2qpeuFnK7wilaabUEs1qKqagZymiuGqO9gaYwxgQigLACJyvYhsE5Ftg4ODYe1WlaviPit6EzjQOK4LlQ5dhqabUKsSGsN1oKoOtpGmqh2sNFk5HDTvECyPBOv3AxsLttsQrJtv/RzGmM8YY7YaY7auXLnAHSXV0qq4z4rOYAsax3Wh0j4r0HTDPiuhMVwHqu2z0kQxXGmycjOQG9FzHfDdgvVvDUYFXQyMBs1FtwJXikhf0LH2ymCdqldV91lpni+JalCVDl0GrVlR9aHqPivNcx5e9DcgIl8DXgasEJF92FE9HwFuEpF3AHuA3wg2vwV4FbADmALeBmCMGRKRvwLuC7b7S2PM7E67qp5U2wzURF8S1aAqHboMWrOi6kP+/lYVjmprooR70f9Gxpg3zPPS5UW2NcC759nPDcANZZVO1U6lHWzdmF3mrgiUqpVKYxhsHHvpcMujVLnydw6v8FzcRDGsM9iquYypvM9K7j2arKhaq6bPihvTGFa15xW5c3ipNFlRTS+fzVeSrORqVprnS6IaVKVDl8Em3b4mK6rGcgl34Z3DS+VGbd/DJqHJiprLrzKbB70qVbVXzdDlJrsqVQ2q0r6D0HQxrMmKmis/XK6SmpVcB1tNVlSNVTV0OaoJt6o936u8k7jbXDGsyYqaq5rhctoMpOpFNUOX3ajGsKo9L6MxHNBkRc1VzayJ2gyk6kU1Q5ebrApdNSg/U2Un8eaJYU1W1FxVTfHs2llss6lwy6RUuaoauhyFbPOc6FWDqnb4vfGappOtJitqrlytSKVXpe0rYFLvJaJqrJo+Kx0aw6oOeFWMaGsfsMupo+GVp4Y0WVFzVVOzAtC9FsYPLr6dUkupmj4rXetsDJvQ7tGqVPmqqVnpXmeXYwfCK08NabKi5qo2Wela1zRfENXAqumz0r0WMlOQHAm1SEqVpZo+K11r7bJJzsWarKi5qhm6DPZE3yRfENXAqmkGyp/otYZQ1VA1Q5dzNStNUsutyYqaq5qhy2BrVqaHIJMMr0xKlSuMKvRxTbpVDVUzdLljJYjbNBeOmqyouaqZbh+aLqNXDaqa6fbz7f0aw6qGqprY0LU1hE1yHtZkRc1VzXT7YJuBoGm+JKpBVTPdfpfGsKoD1Uy3D03VJK/Jipqr2qHLXc3VC101IGPsHBOVXpVG4nbop8awqiUvW/l5GLRmRTW5MIYug57oVe1UG8Ogo9pU7VUz/B5sc2aTxLAmK2qu/Im+wow+3g3RjqbJ6FUDytcOVlmFrh1sVS1VM3QZbM1KegKSY+GVqUY0WVFz5ZOVCjN6kabK6FUDCqNmpXuddrBVtVXNiDaA7vV22QQXjlX8FlTTqrbPCugstqq2qq0dBNsMNHXU3ucqEg+nXKoizxwe5/+75UmGpzJMp7P86rnreMmpKzlnQ2+ti7a0qpluH45vkl95WjhlqhGtWVFzhXFV2j4AU0PhlEepclVbOwjQ3m+X0yNVF0dVZnQ6w7/esZ23fP5efrb9KF3xCILwjz98hl/9t7v56A+f5thEE980tdqaldz9gaYb/1ysNStqrjCuSt3YzBBopZZbGLWDbswuNY5r5o++8yj/8+hBnre+h89f9wLOXt8DwKHRJH//g6f4+I928PEf7eC3XnoSH7r6jBqXdglU22clF8NNcOdlTVbUXPnp9qsIDzc28w9DqeUWRsKda/rx0tWXR5Xlp88M8r1HDvA/jx7kfZdv4f9ecepxr6/pSfCPrzuXX3/+Br5+314+/ZNddMYivOb5G1jf21ajUi+Baqbbh4JkpfFjWJMVNVe10+1DkKw0/hdENagwmjJz/yQ06V4WY8kMd20/yt07jvKVe58j4ghXnbWGd112ctHtHUe45JQVPP/EPnYemeCfbnuGz/5sFz/9w8vobY8tc+mXSDXT7YMmK6rJ5WewrTKjb4IviGpQYQxdbqIT/VLYOzTF//3GQ6zqjiMIAL4xeL4h6jqIgIjgCDhiX98/Mk13IsrYdIbxVBZjDMbARCrL4bEkWd8A8PLTV/GJN15AW2zxf9SJqMt/v/dSfvHsEG/47D2892sP8mvnr+fqs9eW9P66VnUzUPMk3JqsqLnGD4M4kOipfB9utCm+IKpBTRyyy7b+yvehycqCxpL2+/3M4Ynj1qeyHjHXsZMIYxMYY+xyPJllbU+C3vYo63vbcIMhHh2xCAOdMS47fRXnbOilM17evybXEV548gDvf8UW/vVHO/jZ9qP8x927+dDVp7NldRcrOmNIkDDlGGMTo9nr60YmCdPDMx29K9FEMazJippr8EnoPwmiicr3oTUrqpaOPGWXq86sfB9NdFW6FM5a18O3fudFtS7Gcd7/ilN518tO4fYnD/N7Nz3EGz93LwBrexL0tEUZnc4wmcqSzPpkPJ8gX8knT8bAobEk63vb8I1hoDNOIuJwcDRJR9zF9yHiCgvlN1Npj6jrEHGEock0q7oTxCMOnm/yNUedcRfPN/S1x0hnfdKejxts74iw48gE50b38u/G58YdbTwx9AiT6SwrOuMkoi6uY2urRAQ3V3vlCI4Ive1RVnTGmc54pJNJXgvcs/0QB9v3kfUMsYjDsYk0nYkIxhh2DU6ysivOQGeM/o448YhD1BW6ElEijtARj5DK+HQlIojA4bEUve3R/O/A8w0Rx2adWd8n69natc5EhBWd4Q3512RFzXXkKVh5enX7cGO234Dvg6Mj5OtVMuPx5Xv2MDKVYWgqzWQqy5ruBK8+fz2nru7Cder0qnMxg09CWx90rqp8H010VdpKYhGHVz1vLRefNMATB8Z4ZP8IDz03ggHOiEfoaYsSjzq4IuwanKS/M4bvG545PE57LIJvDH0dMSKOMDieIp312Tc8xSmrOolHXFJZn4W+FcbA8GSa9niEkakMnm9wHSHqOjiOMDadQbC1QcNTIySiDjHXwTOGPcemWN0d59hEmt74TgB+NDTAU0ePMJ7M4vkztVT2Z7HfhuG1Cbhnx0H+5amHw/kFl+jtl2zmz36liouFWTRZUcfLJGFoJ5z1a9XtJ39VmganihqaJub7Bi9o459Oe/R1xDDGLFot7fv2RBVxHZIZj7Tn0x51ibilJ4X/u/MY37x/Lz99ZpCjE/afcVc8Qn9njH3D03z6p7uIRxzW97Vx0opONva3cfa6HoYm0/S0RRnojDGWzHDG2m46YhHiUYeOWIS2qIvjCBOpLBFHiDiC68iix+T5Bkcg7fn2xO0bMp7JX3Wmsh7dbVGGJ9NEXIes55P1DVnPkPF8ElGXdNanI7hi3XDgcWTgdKams3jGkPV9u8+sYe/wFBFHSHs+voGx6QyxiMNkKsvB0SRT6SwRx2Hj5GFeC3zvwT3se24nB0emaYtFyHg+6ayPZwzDk2mm0h49bVESUYddg5NMZzwGOuO4Qv7YO2L29xJ1HCKucGwijWdm/tMYA6PTdl+PHxjjW7/9QrZuqqL6X9HfEePSLSu4dMuKWhelMrffBz+PcOPvvxEi83cYzp0P/CCJGRxPMTKVIe35dMYjmM9Eue4F67jmkpdhjGEq7dHbHuXwWJLV3Qk839DbFuPYZIqhyTSD4ykMNiaTGY+pdDb4fngARCMOAkynPeJRh+FJ+/3pTETy3/mIK5yysivUX4cmK+p4x7aD8WFVCDUrYJOVapqTmtSnf7KTj/zgKQr+X9EVjzAe/JPPyVUb93fEcIMTwbHJNMbYf+aFuhMRYhGHtT1tnDjQzhVnruaa89Yft81UOsutjx/iw999nKxvOHllJ3/0qjN4zQUb8tvsPjrJLY8dZHgyza7BSfYNT3HXjkGSGb+kY4u5DmlvZttEcBWbOwH6xmAADBhM/nfQFnUZT4UxH4ThkfjjfNd7EX/6lz8s+92uI3i+4Ww5wGvj8J/bnuUOv5+2qItnDBFHiEUcRqczrO9tozMe4dH9o0RdWyXvBYmk7xuSGY/hqTTtsUjQDOAzlfLoSkTomTVi5eDoNF0JPSWrwOBTMHDKgokKBM0/BXU9G/vb2ViY57ox+hLQt6LjuPdt6Gs/7nlPe5STVlZd6iWj3wx1vCNP2mU1bf1QkKxoe38x523s5b2XnULUdfjJM4OcONBBxBGmMx4b+2fmiRiaTOP5hnjEDWoSfJ4bmmJkKsPJqzoYT2Y5f2Mvzw1N0dseI+35PHdsigf2DPO9Rw7y2Z/t4ryNvfza+esZnszwJ//1GIfGkmzsb+MLb7uQk1d2zinbphUdvOtlpxy3biKV5eDINPGIyzOHx+nriLJ3aBrXEZIZj2TGYzJtl6msz6HRJBv72khmfXzfJidOMDpEAAQE2/Yv2M6agq0qb4s5JCIu0YhDNKgtGk/avgbHJtNcvHnAJm6uEHEcsr6f328y45Ec2kf3z6c45ewX8KcbzszX7uSW3W1ROuMRptIeEUcYnkqzZVUXXYkIve1Rettts4B36DH4DHz8dWfhn3ElnfHIcTVEpdSCVWKp9qsazJEnYe251e/HjTZFU6YmK+p4R560c1P0F5/boGSFzUBqjotOGuCik+xU2O+9fEvo+894Pp/+yU7ueOoIX77nOb58z3OA7Uj46bc8nyvOWI1TRn+UzniELattte4JA/aK7Pknhl7scOx4Gn4OL7z4Ul64aXNFu3AcwYnZGsGOiIHE3OGjS5VQaKKiSE/B8G449w3V76tJBjsse7IiIlcBHwNc4HPGmI8sdxnUAkqselyUdk6sqajr8J6Xb+E9L9/CU4fGeO7YFL4xXHzSQPNMmDWfwaftcmWV069rwq1q5egzgKm+OR6aZjbxZU1WRMQFPgFcAewD7hORm40xTyxnOSpmDAuOWTtuU8Oj+0c5NJpkOuPREYsQjTi8ZMuKRa+cwhz/n/X8sjpeMroP03siw0FHq1TWYyrt4Yitdl/VFacjFuGZw+OMJ7NkPJ+2mEsy4yEi+L7hhIF2znSjtrq/Cb4kje70Nd2cvqbbPjGmrDhuSKP7IdYJHQPV7UcT7vrV7DE8tt8ue0+ofl/aDFSRC4EdxphdACLydeAaoLxkZfvtM3/M5XLwYdj2ebj43fPeajuZ9bnv2WPcvfMYyYzHdJEOibe5QnvUJe0ZuhMRElEHzwfP9/GM7dk9nsyQ8Q3tUZessSMecgmMG4ylB4i4TjA7pG3/t++xiYmPbQoYnc7SFnWJucH7BDJZHx+CXtuO3bex8wf8n9QufrCvn//36G1V/bp+2X2cf4vCz/7zU3Su3MipqzvpiC1TuJ177cx9XerVoUdh/wPL+5mZKfjBB+Gky6of7VXP9v0COkLoKZhLVnbfBQsOVl0CJ70M+uq1nS0wMQhP37L8n/vDP4FoO1z2R8v/2cvluXvssnN19ftyY3B0O9x/Y/X7KseqM2DjhaHtbrmTlfXA3oLn+4CLCjcQkeuB6wFOOGGerPLeT8GO6v6ZVuyeT8z7UgJ4cfADwHyzJHvBMhn8zOYEP7nBHvPNGF1scMbsu6XnyuDN3jBYV7g+GIix6qRz+IPNp7Ghr80OR43Z4aCHx5JkPMNkKstAZ4yBzjjTaY+VXfHj5uP4ydOD9A9PwePw4v2fhWXOK80Zv4rUOFlZNI533A63//nyFipn14/tTzM79erq9xHrhHg3PPpN+7OcXv+Vmicri8bw8G74799d3kLlpMZq99nLpa0/nKS7Zz3s/NHy/74u+p1QkxUxxiy+VVgfJvJa4CpjzDuD528BLjLGvKfY9lu3bjXbtm2b+8LkMcgW+y+/xMSxw3oDf/v9J/nuQwcAWN0d55rz1nPami4u3NxPtFEnQhMHutaEU8U6eYxkcpJnj05xyyMH2Hl0ggf2jMzZLBF1EbHj9qvV3xHjc+/5Fdb1dcx5TUTuN8ZsrfpDylQ0jpNjkBpf7qLMieGm1bmqurvV5qTG7d9qubX3Q3Tu3YPrKoazKZg8utxFmTk3LeP/rppI9EB87mi9smXTMDlY/X7KFeuAtt6iL1USx8tds7If2FjwfAMVXHd/d3vSzhAYixw3hLE95jKWzNiJmjIetz5+mF87b11+CKQAR8ZTDE+mSXs+Gc8w0BHjwOh0vobgN7Zu5LQ1Xfkhk7MZY/jkT3byXw/u55nDKV6w6RReedYafvW8dazq0vlEjtMxQKJjgDMG4IzTbEexVNYj4xmiwd9sMp3NT2hmh69aY8ksgh26u6IzTta3U2NHg4nQHLFzXazpSXB0IkV7zKUtaqugGmI0RaLb/qj6Fu+yP2quSNxetav6Fok1xd9puZOV+4AtIrIZm6RcC7yx3J186/59/Gx7aRn9w3tH5qyLupKfUMsJZpnc2NfOHU8d4Yv/uwdHYE13grW9bewcnCARcZlMZfOzBE5nPE5a0cFvv/RkPnDlqfMmNmqueMSl8B5l3QVDQgsfdwWP1/XOvbqcLcz7TyillKo/y5qsGGOyIvIe4FZsT4wbjDGPl7ufL779Qo5OpEllvfzNobKeYSyZobctSl9HjPaYy9Bk2k53jb1BVFciYmeObIsykcrm7+xpjJ1X4chYkjufHmTf8BT7RqbZNzzNyFSGl53Wy4n97YynskQdh80rO3jnpZvLG2WjlFJKqYos+zwrxphbgKq6kIsIK7sWv5puLxh9sqbn+CaaroKr+FyrwaruBL/xgo0opZRSqn5o1YBSSiml6pomK0oppZSqa5qsKKWUUqquabKilFJKqbqmyYpSSiml6pomK0oppZSqa5qsKKWUUqquLeu9gcolIoPAnnleXgHU4MYUJdPyVWcpyneiMSaEO4OVZ4E4bsW/QZhasXz1FsNQ33+Hei4btG75yo7juk5WFiIi22pxQ69SafmqU+/lC0O9H6OWrzr1Xr6w1PNx1nPZQMtXDm0GUkoppVRd02RFKaWUUnWtkZOVz9S6AIvQ8lWn3ssXhno/Ri1fdeq9fGGp5+Os57KBlq9kDdtnRSmllFKtoZFrVpRSSinVAhoyWRGRq0TkaRHZISIfXKbPvEFEjojIYwXr+kXkNhHZHiz7gvUiIh8PyveIiFxQ8J7rgu23i8h1IZZvo4j8WESeEJHHReR99VRGEUmIyC9E5OGgfH8RrN8sIvcG5fiGiMSC9fHg+Y7g9U0F+/pQsP5pEXllGOVbbrWI4eBz6zaONYYbi8Zw0bJpDC8VY0xD/QAusBM4CYgBDwNnLsPnvgS4AHisYN3fAx8MHn8Q+Lvg8auA7wMCXAzcG6zvB3YFy77gcV9I5VsLXBA87gKeAc6slzIGn9MZPI4C9wafexNwbbD+U8DvBI/fBXwqeHwt8I3g8ZnB3zwObA5iwa11XDZCDNd7HGsM1z42NYY1hus1hmse9BX8sl8I3Frw/EPAh5bpszfN+oI8DawtCNKng8efBt4wezvgDcCnC9Yft13IZf0ucEU9lhFoBx4ALsJOOBSZ/bcFbgVeGDyOBNvJ7L934XaN8lPLGA4+ryHiWGO4fn80hjWGlzuGG7EZaD2wt+D5vmBdLaw2xhwMHh8CVgeP5yvjspQ9qKo7H5s1100ZRcQVkYeAI8Bt2Gx8xBiTLfJZ+XIEr48CA0tZvmVUb8dQNzGSozFc9+rtGOomRnI0hsPViMlKXTI2vaz50CoR6QS+DbzfGDNW+Fqty2iM8Ywx5wEbgAuB02tVFlVcrWMENIZVdWodI6AxvBQaMVnZD2wseL4hWFcLh0VkLUCwPBKsn6+MS1p2EYlivyBfMcZ8px7LCGCMGQF+jK1u7BWRSJHPypcjeL0HOLYc5VsG9XYMdRMjGsMNo96OoW5iRGN4aTRisnIfsCXovRzDdvq5uUZluRnI9dK+Dts+mVv/1qCn98XAaFAFeCtwpYj0Bb3BrwzWFSUiEwU/vohMFzx/06xtBfg88KQx5qPLVcZSichKEekNHrdh23GfxH5ZXjtP+XLlfi3wo+CK5Gbg2qCX+mZgC/CLasu3zOophmEJY0RjWGN4mdTFuVhjeAktZYeYpfrB9qB+BtvW9sfL9JlfAw4CGWz73DuwbXd3ANuB24H+YFsBPhGU71Fga8F+3g7sCH7eVsbn7wZescDrl2KrFh8BHgp+XrWcZVyk/OcADwblewz4s2D9Sdgg3wF8E4gH6xPB8x3B6ycV7OuPg3I/DVxd63hslBiudRxrDGsMN3oMLxbHGsNL96Mz2DYIEdkNvNMYc3sJ274Im/meb4zZKyLnAndie2s/taQFVWoeZcbwJ4CkMeYDBetuBn5sjPnnpSulUgsrM47/EPizglVxbPPQby5N6ZpXIzYDKUBE/l1E/r3Ya8aYn2OHut0YVPV9GfhTTVRUPVkohoEbgTeIiBNsuwJ4BfDV5SqfUqVY5Fz898aYTmNMJ3AGMAh8Y1kL2CQii2+i6pEx5l2LbPLnwD3Yqrv92KpGperGQjFsjPmFiIwCl2OHV14L3GmMObxc5VOqFCWci3P9Q/4L+Jgx5vtLXqgmpDUrTcoYkwG+AJwN/JPR9j7VeG4E3hw8fjPwpRqWRalqfB47Edzf1bogjUprVpqUiKwHPgz8B/BPIvICY0yqxsVSqhxfBh4L+lydgb0yVaqhiL1v0qnAi2tdlkamNStNKBg+9wVsNv8ObM/5v6plmZQqlzFmH3aI7JeAbxtjpmtcJKXKIiJXA78L/JrGb3U0WWlQIvIpEfnUPC//LrAK26nWAG8D3iYimtmrurFIDOfcCDwPbQJSdWqROH49sBJ4smBelsViXhWhQ5eVUnVLRF6CbQ46UftdKdW6tGZFKVWXxE5b/j7gc5qoKNXaNFlRStUdETkDGAHWAv9S08IopWpOm4GUUkopVde0ZkUppZRSda2u51lZsWKF2bRpU62LoZrE/ffff9QYs3K5P1fjWIVFY1g1g0riuK6TlU2bNrFt27ZaF0M1CRHZU4vP1ThWYdEYVs2gkjjWZiCllFJK1bVFkxURSYjIL0TkYRF5XET+Ili/WUTuFZEdIvINEYkF6+PB8x3B65sK9vWhYP3TIvLKJTsqpZRSSjWNUmpWUsDLjTHnAucBV4nIxcDfAf9sjDkFGMZO606wHA7W/3OwHSJyJvbOqWcBVwH/LiJuiMeilFJKqSa0aLJirIngaTT4McDLgW8F628EXh08viZ4TvD65cG9aq4Bvm6MSRljngV2ABeGcRBKKaWUal4l9VkREVdEHgKOALcBO4ERY0w22GQfsD54vB7YCxC8PgoMFK4v8p7Cz7peRLaJyLbBwcGyD0ipeqBxrBqdxrCqJyUlK8YYzxhzHrABWxty+lIVyBjzGWPMVmPM1pUrl32EnlKh0DhWjU5jWNWTskYDGWNGgB8DLwR6RSQ39HkDsD94vB/YCBC83gMcK1xf5D1KKaWUUkWVMhpopYj0Bo/bgCuAJ7FJy2uDza4Dvhs8vjl4TvD6j4KbkN0MXBuMFtoMbAF+EdJxKKWUUqpJlTIp3FrgxmDkjgPcZIz5nog8AXxdRP4aeBD4fLD954EvicgOYAg7AghjzOMichPwBJAF3m2M8cI9HKWUUko1m0WTFWPMI8D5RdbvoshoHmNMEnjdPPv6G+Bvyi+mUkoppVqVzmCrlFJKqbqmyYpSSiml6pomK0oppZSqa5qsKKWUUqquabKilFJKqbqmyYpSSiml6pomK0oppZSqa5qsKKWUUqquabKilFJKqbqmyYpSSiml6pomK0oppZSqa5qsKKWUUqquabKilFJKqbqmyYpSSiml6pomK0oppZSqa5qsKKWUUqquabKilFJKqbqmyYpSSiml6pomK0oppZSqa5qsKKWUUqquabKilFJKqbqmyYpSSiml6pomK0oppZSqa5qsKKWUUqquabKilFJKqbqmyYpSSiml6pomK0oppZSqa5qsKKWUUqquabKilFJKqbqmyYpSSiml6tqiyYqIbBSRH4vIEyLyuIi8L1jfLyK3icj2YNkXrBcR+biI7BCRR0TkgoJ9XRdsv11Erlu6w1JKKaVUsyilZiULfMAYcyZwMfBuETkT+CBwhzFmC3BH8BzgamBL8HM98EmwyQ3wYeAi4ELgw7kER9WxbNr+GFPrkihVGS8LmST4fq1LolRljIHMNPherUtSM5HFNjDGHAQOBo/HReRJYD1wDfCyYLMbgTuB/xes/6IxxgD3iEiviKwNtr3NGDMEICK3AVcBXwvxeFSYDjwEn7sc/Cx0b4C3/wB6N9a6VEqVLpuCfzkHJg5BtB1edyOcemWtS6VUeW56Czz534DAS/8fXPahWpdo2ZXVZ0VENgHnA/cCq4NEBuAQsDp4vB7YW/C2fcG6+darenXkCZuobH07jO2Dx75d6xIpVZ7xQzZROfMacCJw32drXSKlynfgYVh7Hqw+G+75d1tb2GJKTlZEpBP4NvB+Y8xY4WtBLUoo7QQicr2IbBORbYODg2HsUlVq4rBdXvFXMHAK7LuvtuVpIBrHdWIy+N2f92Y469c0hsugMVwnjLHn4s0vgUveB6kxOPpMrUu17EpKVkQkik1UvmKM+U6w+nDQvEOwPBKs3w8UthVsCNbNt/44xpjPGGO2GmO2rly5spxjaT2pcRid8ysMz8QRiHZAvBO618Hk0aX7rCajcVwi34NjO5du/7mEu3MldK+H6WHwMkv3eU1EY7gMx3YuXW1HchS8FHSusudhgMkjC7+nCZUyGkiAzwNPGmM+WvDSzUBuRM91wHcL1r81GBV0MTAaNBfdClwpIn1Bx9org3WqUl95HfzzmbD7rqXZ/+SgPckDtA/AlCYrKmR3/i386wVw98eXZv+5mpWOVdDebx9PHVuaz1KtaeePbAx/7fVLk7DkLhI7V9vzcOG6FlJKzcolwFuAl4vIQ8HPq4CPAFeIyHbgFcFzgFuAXcAO4LPAuwCCjrV/BdwX/PxlrrOtqtDBh+3yq9fCgQfD3//kIHTkkpUVLfkFUUvs6Ha7vO1P4f4vhL//fLKywv6AxrEK19Auu9xxO9z8nvBHnRWL4RZMuEsZDXQXIPO8fHmR7Q3w7nn2dQNwQzkFVPMwBrw0nHMt7Pk5fPNt8L6Hwv2MyaPQE7TcdayA5Ii9cnAXDRulSjM9bDsOdqyE7/1fOPnycEecTR6FeDdE4jbhhpY80aslNBVcc7/kD+Gnf29j+JzXhbf/XLLSvgLa+gBpyRjWGWwbVWrcjtRZfRZc+E4Yftae+MM0eXQmk89VP05rZZgK0fQQdK2Bl30IjD9TWxiWwhjOX5VqzYoK0dQQxDptDEfb4cADIe8/iNeOleC4NmFpwdpBTVYaVS5paO+HFafax2F2VPR9+yXpKOizAi35JVFLaGoY2vphxRb7/NiOcPc/uykTYLL1rkrVEpoesjHsODBw8hLEcHDOzZ2DO1a0ZMKtyUqjmh6xy7Y+2/EK7OidsCRHbM1N7kSvV6VqKSRHbAwnuu3IszBjGIKalVyy0o+tQtcYViGaHoG2Xvu4a+3MCLSwTA5CohciMfu8fUVLJtyarDSq1LhdxrsKkpUQvySTBVWPMJPVT2kzkAqJ70F6wsYw2KGZS3GizyXajguJHo1hFa7UuO0XBUEMh51wF9QOgk26W7A5XpOVRlWYrOQCeTLEiZvyPdCDJCX3ZUyNFd9eqXKlJ+wyl6x0rAx3/ohcU2au+QdssqIxrMKUGp8Vw4Ph3kutsN8V2BhOtl4Ma7LSqHIn+liXrR6MtNnJg8KST1aCRCjRY5dhfoZqbalcstJpl2GfhKeHbafdwqvSRLfGsApXuiBZSfTY5vPMVHj7L6wdzH1GC8awJiuNKnd1WPglCfOKcWpWM1CsE5CWzOjVEimsHQSbSCxJDBee6Hs1hlW4UuMzCXeuBjrMGCvsd5X7jPR4y92BWZOVRlXsRB/2FwRm+qo4jl6VqnDlY7h7ZhlqDM+qHcx/hsawClFqVs0KhJd0+56dU+W42sGQP6NBaLLSqFITIA5E2+zzeMhXpZODdpSGG51ZF2/N6ke1RNJBshLLNQMtQQyDNgOppZNN2ck5c8lK2DUrU0OAmRvD0HJxrMlKo8pl8xJMLhzvmukDEIbJweM7JgJ0r4WxJbxxomots2sH4132xJ9Nh7P/ySLNQF1rYeLQ0t10TrWWfL+rXO1gEMu5RLxa+dlrB2bWda21y6W8iW0d0mSlURUOlwM7nbiXCm//s9tJAfpPXto75KrWMjtZceN2GVYcTw4CYifsyhk42XaAHNkTzmeo1parCczVDubmQgkt4S5SOzhwsl0Otda5WJOVRpUen/mCALix8L4gMHe4HNgvyfiBcGtwVOtKzRq6HAmSlTBrVtr7j7+X1cApdqlJtwrD7OH3YSfcswc6gL1fmxsLf6bcOqfJSqMq7NQF4dasDO2yWXv/5uPX5zP6XeF8jmptqVl9VtzgqjSMOPYy8OxPoG92DAfJSotdlaolMrt2MOyEe8eP7Peie93MOse1cd1iCbcmK41qdrLixsP7gtz+F/YLcvG7jl+vJ3oVptQYRBIzVef5E30Iycr9X7BXni/5g+PXtw/YjuItdlWqlsicpswQE+5Dj8JDX4ELr5/pVJszcIomK6pBpCZmxvaDPeGH8QV57l544r/gkvfZu+EW6j/JLvVEr8KQnpjblAm2k201kqNw59/CphfDqa88/jWR4GZzrXWiV0tk3pqVKs/FxsAP/8Tec+glvz/39YGTbA13C821oslKo1qqmpW7/8Xea+hF7537WqwDutbpiV6Fo1hTJlR/on/gS3Zuiiv/ema0XKEWvCpVS2TempUqz8UHH4Zdd8JL/tBOITHbwCn24nR0X3Wf00A0WWlUc0YDhVSzMrwbNrzAJibF6FWpCkuxhBuqP9EP77Yz1a47r/jrAyfD6F7IJKv7HKVm97sKK+EeftYuT3pp8ddbsElek5VG5PtFqtDj9gtS7Q20Jo7MHbJcaOBkbQZS4UhNzKpZyQ37rPJEP3nE3v12PgOnAGbmH4JSlcrfoy3XSTykhHsiN2R5njjuDwY7tNCFoyYrjWj4WeyshgVDiyMxu86vYrIrL2urzxc70U8PBTMrKlUh37dxXDjZVVjDPicG5z/Jw8yoNk26VbWO7bQx7AT/St2InVk8jIRbHDv0vpiuNRDt0GRF1bkHv2wD+YxfmVnnhlD9OHWMOVM7z9avw5dVCHb92M6GfNavzawLa0KtySPQWUIMt9CJXi2B6WF46nvHxzDYc3HVCfeRIAlyi78uYjvZtlDCrclKo/GydjjbliuPH3sfRlvp5BG7XLQKnZb6kqgl8MCNdmbZ039pZt1y1awkuu3rGsOqGo98E7JJuOCtx6+PxEKoWVkkhiHoKN46MazJSqPZfitMHJ77BQljfP9EkKws9CXp22SXI89V/jmqtU0MwlO3wLlvmEmyIZwJtTJJSI0uXLMCNo41hlWljLEJ99pz7U+hXP/BakwsUjsILRfDmqw0mge+CJ1rYMus+SNCqVkpMrXzbJFYOG2yqnU98nXwM0uTcBebnryYaKL6TpCqdR14EA4/BhdcN/e1SLz62JocXDyGI21gvJaZa0WTlUbz7E9tX5XC+51AOOP7M5N2WTjZXDFO1P6zUaoSu34Cq86EVacfvz6MhDs9ZZexEmLY0xhWFXr2J3Y5u78KBPdpq/JiLjO1eAzn/ge0SBxrstJIMtM2iLvXzn0tjBN9bt6Jwqr5Ytyo7TujVCWmh2Zuc18ojIQ7O22XkcTC27macKsqTA3ZGCs2WieMmpVMcvEYdqJ22SJxrMlKI5ketstiMxqGMb4/m0tW2hbezom0zBdELYGpoeIxHEbCnXtvdLETfUQTblW56XliGMKpWckmF49hN0hWtGZF1Z18slIsmw9hQq1sOTUrrfEFUUtgenjpEu5MrmZlkYRba1ZUNaZH5k9WIlUOXfY9G5ulXDRCdXNrNRBNVhpJctQuEz1zXwtj2Gdm2lY9FrufSiGtWVGVMsbGcdEYDmFCrXzCXUrNisawqtB8MQxBzUoYNdyLXDQ62mdF1at00AG2WMerMCbUyqYWP8lD0DmxNbJ5FbLMNGDmv/dUtRNq5U70izYDRVvmilQtgfTE/DFcbc1Kru9gtITaQWiZC0dNVhpJPllpn/taLsmo6kQ/XVqy4kb0RK8qk8mN1lngRF/tPCtQQgdbrVlRVUhPQbTIeRhs7C1LzUouWdGhy6re5E70xb4kuTswV3PPnmxq8StS0KHLqnILxTDYqvXpamK41GYgjWFVhcz0/Al3aDG8WM2KNgMdR0RuEJEjIvJYwbp+EblNRLYHy75gvYjIx0Vkh4g8IiIXFLznumD77SJSZCYdtah8zUqRL0n3OnsCHtlT+f4zpdasaDOQqlB+HpR5kpW+TTBcRQyXmqxoDKtqZCbnT7j7NsH4wZlavrL3neskXmrNiiYrOV8Arpq17oPAHcaYLcAdwXOAq4Etwc/1wCfBJjfAh4GLgAuBD+cSHFWGha5KHRd6T4Dh3ZXvv+Q+K9rBVlUoN/FgdJ6r0r5NVcZwqX1WNIZVFdJTCyfcUPlU+Pnh9yX2WdGaFcsY81Ngdp3WNcCNweMbgVcXrP+ise4BekVkLfBK4DZjzJAxZhi4jbkJkFpMepEq9KpP9NOLf0FAhy6ryi1as3KivaFmrhaxXCX3WdEYVhXy/eBcOU/C3XuiXVZ6Li51YsN8zUpr1BBW2mdltTHmYPD4ELA6eLwe2Fuw3b5g3Xzr5xCR60Vkm4hsGxwcrLB4TSozaQPYmefP1ndidclKJrl41SPoSIoSaBzPI187uEDNClTeFJSdtvHpuAtvl+uzYkxln9MCNIbnkY/heS7s8jG8u7L9l9yUqX1WymKMMUBo33hjzGeMMVuNMVtXrlzkRk6tJrNIzUffJjvh1vRIZfvPJhfv1AU6kqIEGsfzWPITfar02kFomZEUldAYnkeuT8l8Ndydq+x5tNL+g5lSmzK1z0opDgfNOwTLI8H6/cDGgu02BOvmW6/KsVifknxbaaVXpeXUrLTGF0SFLDekc74469tsl5UmK5npEmM4N/unxrEqU256iPniTKS6JvlyOolDy3QUrzRZuRnIjei5Dvhuwfq3BqOCLgZGg+aiW4ErRaQv6Fh7ZbBOlSObmrnZWzFVV6Entc+KWlqLzSHR1gexrioS7lSJtYOt1TlRhSjXAXbBC8cqmuTLmYUZWibhjiy2gYh8DXgZsEJE9mFH9XwEuElE3gHsAX4j2PwW4FXADmAKeBuAMWZIRP4KuC/Y7i+NMVUMRG9RXok1KxVflZZas6KTwqkK5e77M18cV31VWmrNSmt1TlQhyicri1w47r7L9ola7PYlc/Zfbs2KJisAGGPeMM9LlxfZ1gDvnmc/NwA3lFU6dbxseuEvSKLHXplW095fylWpJiuqUrkT/YI1hCfCsR2V77+kiQ2DDrgax6pcuWYgd4GkuG+TnZJ/agg6Bsrbf8l9VvRGhqpeeamFvyBgh81Vc1Va6oleOyaqSizW3g8zNSuVjNTJTJeYcOeSFY1jVaZ8v6tSmuR3V7D/EmewlSCGjV/+ZzQgTVYaSTa9eBV3pVXovmer6EuZFE7clvmCqJCVVLOyyZ6wJw5XsP8SmzJb7ESvQuSV0GclP9fKs+XvP5sEZKaZZz5Oa8WwJiuNxFukgy3YE/3Ic+VfMZbSaSxHHDB6RaoqkOskvlA7frVXpaV0Epfg1KdxrMqVq1lZsBmoionhcjG8WF+X3OstUjuoyUojySYXTyb6Ntne4eMHF96u2L6hxOn2XTuLo1LlKqX2rppRbSV3Em+tq1IVovy5coELx1gHdKyqLFkpNYZbrHZQk5VGslgHW6j8qrTUe6qAzehb5AuiQpZNLl472LMRkMqvSkvps5KrWWmRq1IVolI62EJQy11Bwp0tsd9Vi9UOarLSSErpYNuzwS7HDpS370yJ96OAoM9Ka3xBVMhK6XcVTUDHShirYN5I7bOiltpiExvm9Kwv/zwMwajMMmoHWyTh1mSlkZRSs5IL8lxNScn7LqPPiqMdbFWFSul3BTYOczFZjpL7rATt/RrHqlyljGiDymN4sduq5ORrVlojhjVZaSSl1KzkXs9NvlWqUu/0CfZL0iLZvApZqVeNkVj5MQzl91nROFblKqWDLdikvJIYLvU70mK1g5qsNJLF7g0EMzUv2TK/JKVORATaDKQqV+qJ2I2Xf6I3poz2/tY60asQLXbLiJxIvPLawXLmCmqRGNZkpZGU0h6fr1kp80tS6kREEDQDhXajbdVKShnRBjbpLvdEn0tuSkq4W6tzogpRqU3mFdesJEsf6AAtUzuoyUqj8D07rXIpXxAo/34RpV4tgDYDqcp5JXSwhcpO9OV0Em+xq1IVIi9la+bcRe5WU2mykikxoW+x2kFNVhpFKTfPAvsFEqf8q9Lcib7Ujl0t8gVRIcsmF2/rhyqTlRITbtD5glT5Sh1xFonbC8xyYywzVXrfQWiZ2kFNVhpFOZO2ufHym4GOPGkz9dzQ54XoDLaqUiV3sK2gvX/wSbvs27z4tvmrUo1jVaaS+13larnLiOP0lJ2bpb+EGG6xTuKarDSKbInD5cB+ScrtYLv3Xlh7jp15cTF6I0NVqVL7rFTSwfa5e20iveEFi2/rtNawTxWikvtd5aaRKCNZ2X+/rY3ZePHi22ozkKpLpdw8K6fcYZ9eBvZtK+0LAnojQ1W5bIk3y3Sj5Scre++BVWdBonvxbXUGW1WpbLq0uYIq6T+49x673FhCwq3zrKi6VMrdanPKvSo9+Igd8nnCRaVtLw5gdESQKl82uXi/Kyi/GcjLwt77yojh1roqVSEquXawgmag5+6BlWdAW9/i27ZYJ3FNVhpFWX1WouWd6PPZfIk1Ky32JVEhKmWuICi/g+3hxyAzWUbtYGt1TlQhKqffVW77Uvh+mQm3Dl1W9Sh/P4oS20rLOdE/dw/0ngDda0vbvsW+JCpEXhkn+nJieO+9dlnqiV4TblWpUmO43GagwSchNVp6wg0t1SSvyUqjKGcelHKuSo2xJ/pyvyCgV6WqPL4fzLNSYs1KOZ3En7sHutcHd2wugQ5dVpUqp3YQSm8Gei6o4T6hnHNx64zM1GSlUZQ9GqjEL8j4QZg4XNoIihy9KlWV8MrpdxUrr63/wIOwYetMrd9iNOFWlSpnnhUoPek+8CC0r4C+TaWXpYVGZmqy0ijKqVmJxEuvekyN22V7f+ll0ZEUqhLl9LvKNQOV2ok7NQ7tA6WXRYcuq0plS7ihLBTUrJSYrORiuNSEG7QZSNWhcoYul3NVWk6NTY6OpFCVyPe7KuVEH7XLUpNur8ThpDmacKtKLdWkcOXGMLTUbOKarDSKcpKKcoZ9eiXe7rxQi43vVyEpdxZmKC/pLitZ0YRbVajUPiu5IfqlNgNlU6UN6y/ktE6yssidmFTdyJ3oS6p+LGNCrVLvOVSoxaZ5ViEpN+EGe6JfbHNjSh+hkaNDl5ua7xvS3tx/4q4jRN0qr9FLnSuo3ITbS5d30QgtdVNZTVYaRVkdbMsY9pnv9Kg1K2qJlTuiDUqL41xTUTkxrAl31Xzf4BuD6wgyq5+FMQbfgB/0OTIGDOa4Lki5dTOP7fsyniHiCsa37zfY5XgyyzOHx/Pvf/zAGEOTKVIZn4OjSQ6MTuOIMDyZZngqjT9Pd6d4xCHj+cQiDlHXIR4sXUcYmrTx5oggYpeOgBQsf5SZ4JaHBvmXx+4g6xuyns9YMotAfp+uI5xo9vOfwIe++QC3Ou0A9LVH8/vPfYaIIMA/jQ+SkgQf/re7jvs8V4QVXTEGOuK0x1zaYxHaYy5tMZfXZOGZ547xtW89wuh0Bs8Yzl7Xg7NIt5fhqQyru+P0BuVJRF083/4tHREijuA4tlzJrE8k2KFvDK4IriMcGJnGM7CiM4bnGzKej2DfNzad4QWb+nnehp6FC1IGTVYaRbaMPiuReBlVj7lmoAra+/WqVJXDK2OuoHLa+70KagfzzUA6C3OlHto3wmv+/eeA7RMacYR4xCXt+WQ8f1l+tb3tUdqiLk7wD/TMtV30b44x0BGjLeZi/93OGE9mGEtm6GmLkvEM6axvyxss22MunfFIPtEywXLmMSQezbKqr5tLV68g4jqkMh79HTFiQRKUzvr4BnpTBp6EF2xoJzKwloznMzSZJuo6GAy+b5M1P5gMvG3SI+XG6euIBevsZ2Z9n6cOjjM8dYyptEcqO3OReGXc8MT+EX40dISuRISDI0lue+Lw0v/iS/COSzdrstKSyqpZiZZX9QjaDLTM7t8zzM93HCUVnCQjjuSvyn76zCBnrutmdXcCzzdMprIkoi5Z3+D7xi6NYSKVpS3q0tMWxQvWiQgdMbutI0Jn3CUedYlHHGKuEww0sCf2iCO0xVx7lRa1V2ox12F4KkPG84m4QiyoMs/tIx5xaIu6RIpUpZvg8+eVb8oscbp9mJN0G2Or9+MRd+bzFqlZSWU9JlMeyYzH8FSaseks7sgwFwKDY1OMHhlnPJnl8FjSXlW6Qk9blIGOOOPJLOOpDDHXYTrjkcz4uA64jkPEETzfEHUdoq79+8UjLhv62sh4PruOTnJwJEk84uAZ+3f0gr9fdyJqr0TFNk20x1y6ElFcx15JbxrooCe46q1Xa3sS/N4Vp+ZjL+PZq+uo6xBzBddxgtoBu30uNvLPCWoWIL9eEDxj7JX9rNqNeMTltDVdRFz7e1/f28ZAZ5nNJtUyBh5Jc9lZJ3DZZecuvO3YADwJrzl3Ja/Zevbi+/5EBFas4guvv3DBzbKez3TGYyrtseIzCV5/yjre+OpXHPf6Yo5NpmmPuYwls0yns2Q8Q1vUxTP2HOMZQ9azf9d4xM2/L531bTcZA1Npj6zv589TjtgammTGYzyZZX1f2+LHXAZNVhpFNglOZCZRWEhZzUCVdLDVzonVum/3EP902zM4wck4O6vO+t5nh4q+L/fPzHEIql5n3ieyfBUFsYhDR5DkuK5wZCxF1jfEIw6u2H/cm1Z0cGQ8yeGxFJsG2nkRD/PnwJ/dsoND3R1EXOHoRJretiiJqJuv2k5nfU48so/rgdf825087u0EbDNBOriqbI+5TGc8EhGXE6Kj3Ap87M493HbfzxhPZkllfE4caCeZ8Xh0/+icJoENcoS74vCRW57g299bsTy/tDJ86s3P56qz19S6GAta29PG716+pdbFWF5eGTXRuYS75BFtpQ2JjrgOXa5DVyJq/ycUeX0xq7tt7WZXor4T4kKarDSK8UMQ6yht20gZs39W0sFWm4Gq9o5LN/POSzcTcZ18Z8Co65DO+njGEA2uHj3fEHEcYhEn34ZdyPMNpqDfgO8bpjIenmdwHEhmfJIZW3WcCa64pjNevlYimbZXaNMZj+m0R9rzcUTo74jhG8ORsWS+Oj2VtTUL0xmPyXSWqZR9X9bz8Qys7IzjCHjGMDqVYc/QFOdv7KMrEeHAyDTrxkYA2D0mHM5M4RnDgZFpetuixKMuU+kskymPWMThctfG7+Wn9vKC/k35441HXDCG0ekM3W1RkhmP+PheeAp6ujoYaItz0opOIq6w59gUsYjDu152Cis6YySiLr3tUbrbonRMH4BvwRtesJ6XnXQ+jggb+9twxP7eD48lGZ22zQWd8QhTaY/utigRVxiaSNPXEcUL+lRkPFvtn8n6jCUzHBxN0h5zMQY2r+hgoDOGI0I84pCI2vVHJ1P0tkXzzQ0TKfv7zPo+nm9CrT5XIRo/aJfxrsW3zSU0pY7MzKbL6yQOLTWDrSYrjSA1AU/eDGf8amnblzPPSiUdbB1t769W4YgExxESwe+0LVZCzVkB1xEoaJd3HKEzPvO17iqhe8iy+cJfgjmRL/7ub85MyjafnS58Cd596UY48YyFtx2MwFPwmy8+jd88Z+Eq9LxRG/dbT+iBc9eV9p4QnTDQvuyfqULw8NcBgVOvWnzbsudZSc3ML1SqFhq6vOzzrIjIVSLytIjsEJEPLvfnN6THvwPpCXj+daVt78ZtAJfSpyQ1YZel1tqATqilyndsJ+z+GVzw1sUTFSgY9llCDWE6GCFSSQy3yFWpCoHvwQNfgpMvg74TF9++nIkNjbHn4lhneWXSoctLQ0Rc4BPAFcA+4D4RudkY88RylqPh3H8jrDgNNl7EkfEkg+MpUlkfV4S1PQl8Y6vePc92jOpKCSsAMlOLV1eOH8TEOpFgu6HJdL4pojsRoTMemdtpUk/0qlwP3Gj7Op33ptK2z40Yykwvvu1YUDVf6l3DQTuJq/Lt/BGM7YNX/k1p24vYOM5MLb5tcgSy09BVRgxDMN1+a8TwcjcDXQjsMMbsAhCRrwPXAOUlK4cehaniHRCXQ9a3Q8ocgcm0x9BkOj+8zfeDxMH3OTaZZjrt2XZp37Zr257zdjhaMuNxdMJuE4vYHvQSjG3vaYuS9gzZ0UP8zrFtfDL+Dj7717fn5wFYyC8543wiBp/65EdJtq/Ddey4/9wohpGpNMcm7H7elL6b9lQ3l//RLfn2+kIikIi4dMQjJKIOqazPS73H+UfgG9/5Nl3rtrBpoJ0z1nbNGSZYMye+qPzq1OU28hwMPVvrUiwTAw99FU59ZekJRW9w9+Rdd0J0kVEFe+62y+71pRcp10n86DOw6yelv2+5rD4LOuqv4+9xkqNw4KFal2L53PPv9kaDp72q9Pf0bLS/o8VibHSfXZaTcINNuieO1GcMd6+HFaeEtrvlTlbWA3sLnu8DLircQESuB64HOOGEE4ruZPjmP6bvQO3+OIW/tO7gZymliLNr/S9zdddKTuhvZ9OKDuIRmzgcGU/hFkzi4zrQPdEDd3yc3x75KIwsvv9HOy7mPZecgucbetqidCWiOAK7j02RDYZXTgRDPxNRh5PG18Oz8PpD/wCHlvjgK5D9/WeJdJZxY8YlsGgcP/ZtuP3Pl7dQtbb17aVv27ESOlfDvZ+0P4uJd9t/JKWKJsCJwi8+Y3/qzeu/Amf8ck2LsGgMDz4DXyyxH12zuOT95Q1GWHuO/a7v/llp2/efVF55Ej02Wa/Hv8NFvwNXfyS03YlZxk6SIvJa4CpjzDuD528BLjLGvKfY9lu3bjXbtm2bs/5PPv0Nntm9t8g75vtcu8wdauEQz/a4S9R1GJ3KkIg6xCIuY9MZVncniLq5eQGEgY5Yfna/tb0J2mMRJoL5F04YaCfqurjBnAKuOLiu0NduRxI4+eGmghsMVfWNHeVRkq41MHByyccLwKHH7JVPKVadUd5dl42xtzPPTDMyneHmh/bzvUcO2lkbBzrobouwaaCD0ek0zx6dIpX1SaazcyY0Wiqf+aPfobdrbv8FEbnfGLN1yQswS9E4Ht0Hw3uWuyi1E2uHteeVd0fZkb22BqoU3eugf3N5ZTq6AybqYwKtOVaeDh1z7yJdVzGcHLO13K1CHFh/QXkjdpKj9lxcingnrDmnvO/IxBE4ur307ZdT99p5k69K4ni5a1b2AxsLnm8I1pXlPddeQzLjBU0bkk8iTDCksTMxc1g9bVHaY/b5dNrWDOT6YBROYpXMeMQjztz+GUtkyXs2rylhEqJKidgvLdALvOV0w8YLBrln1zHu2XmMh/eMwh77uzfGcOmWFfS3RVkXddnQZ+e+yHqGWMRhfV8brghpz2Nkyg4VdR07/0Y84tAZt1NLD0+lyfqGqOMQcYWI6xB1JD9BWlciQjrrk8r6dLSHOxnRkujZYH/U/Ho3zjQHLYUVp4RaTd1yEt2w6ZJal6K+JXqW9nfUucr+tIDlTlbuA7aIyGZsknIt8MZyd7KmZ/7xmKu6539t9rDQwsQkES1vyKiaISJcdtoqLjvNfmmynm9nRIy5i89qqpRSSi1iWZMVY0xWRN4D3Aq4wA3GmMeXswxq6UVch9wMzZqoKKWUqtayTwpnjLkFuGW5P1cppZRSjWnZJ4VTSimllCqHJitKKaWUqmuarCillFKqrmmyopRS/z97dx4mx1nee/979zqrNKNdlmRLtmWDvGEjjAGzg20IYBM2QwIOOHFeQhI4CUlMSA5JgARyzgmBhJBA7GCW4DhAYgMGY4zBLPEig/dFkldJ1j6j2Xt/3j+e6pnWaJbumV6qu3+f6xpVd3V1zVPTd5fuerYSkVBTsiIiIiKhpmRFREREQk3JioiIiIRaXe8NVCkzOwjMdgOVFcChOhanUdrhOOt1jCc451bW4fccZY44bofPFtrjONs1hkGfb6uo5zFWHMehTlbmYmbbGnFDr3prh+Nsh2OcSbscdzscZzsc42za4dh1jI2nZiAREREJNSUrIiIiEmrNnKx8vtEFqJN2OM52OMaZtMtxt8NxtsMxzqYdjl3H2GBN22dFRERE2kMz16yIiIhIG2jKZMXMLjKzR81sp5ld2ejyVMLMrjazA2b2QMm6ZWZ2s5ntCJb9wXozs88Ex3mfmZ1T8p7Lgu13mNlljTiW2ZjZBjO71cweMrMHzez9wfqWOs7FUAyH+7NVDM+vmWMYFMdNd5zOuab6AaLAY8CJQAK4F9jS6HJVUP6XAOcAD5Ss+1vgyuDxlcAng8evBb4LGHAecEewfhnweLDsDx73N/rYSo5nLXBO8LgX2A5sabXjXMTfRzEc8s9WMdzaMRwcg+K4iY6zGWtWzgV2Ouced85lgGuBixtcprI5524DBqatvhi4Jnh8DXBJyfovOe92oM/M1gIXAjc75wacc4PAzcBFNS98mZxze51zvwgejwAPA+toseNcBMVwyD9bxfC8mjqGQXFMkx1nMyYr64BdJc93B+ua2Wrn3N7g8T5gdfB4tmNtmr+BmW0EzgbuoIWPs0KteFwt+9kqhmfUqsfVsp9vs8dxMyYrLc35OreWGKJlZj3AN4APOOeGS19rpeOUo7XSZ6sYbl+t9Pm2Qhw3Y7KyB9hQ8nx9sK6Z7Q+q2giWB4L1sx1r6P8GZhbHfzm+6pz7ZrC65Y5zgVrxuFrus1UMz6lVj6vlPt9WieNmTFbuAjab2SYzSwCXAjc0uEyLdQNQ7F19GXC9mTn8sb4r6KF9HtAD/B/gJuACM+sPenFfEKwLBTMz4CrgYefc35W8dMxxlqwvPc6hoIoy1Me5CG0Rw8HjK4D/r/SzBX4beCMh/mwVw/NqxRgGnYvDG8f17M1brR98j+Xt+N7oH250eSos+9eAvUAW3+53ObAcuAXYAfwA3+PaAScDnw2O8378DINfCfbzHmBn8PPuRh/XtGM8Pyj/fcA9wc9rZzrOYHubdpxbS/YV2uNc5N+o5WM42NYBXyn9bIG/CNaF9rNVDLd2DAfl17m4ieJYM9iGVJDNb3bO7SxZ9xfAyc65Xy/j/Z8DVjnn3hQ8/yT+P4pXOX3oUieLiePgin0f8FLn3P3BulXAk/hbzB+sVblFiqpwLr4XOKlkVTfwcufcj6pc1JbWjM1AEjCzI2Z2/iwv/yFwhpn9hpm9GH/VcJkSFQmb2eLYTQ2JLf0P4e3ALUpUJEzmOhc7585yzvU453qAPwAeBX5R1wK2gFijCyAL55zrm+O1cTN7J36CnxHg95xzu+tVNpFyzRXH+Dkg/tPMrgwS7XfiJ7QSCY15YhiAIJn5GHC+mzYiR+anmpXwygPxaevi+PbVsjjn7sDPNGjAddUrmkjZFhXHQQyPAy8zs2fh+w60QkdOaR6LPheb2Qb8Ofgy59z2KpatbShZCa+ngY3T1m0Cnip3B2b2PiAJPAP8cdVKJlK+Rccxvnbl1/G1Kl93zqWqUzSRsiwqhs2sE/hv4O+dc9+tasnaiJqBwus/gD8zs/vxycYrgNcDLyjnzWZ2Cr7K8WX4K9M7zey7zrl7alJakZktKo4DX8Hfe2YEn7CI1NNiY/hq4BHnnJovF0E1K+H1V8DPgZ8Cg/h2+l9zzpXeIXQ06Dx7FDOL4U/wn3TO3euc2wH8KfBlM0vWpfQi3oLjuMg5twvfIdEBP6ltcUWOsdgYvhR4Y7DN6HzxLjPT0GURCT0zuxp4xjn3Z40ui4jUn5qBRCTUzN+A7VfxN2ETkTakZiARCS0z+yjwAPB/nHNPNLo8ItIYagYSERGRUFPNioiIiIRaqPusrFixwm3cuLHRxZAWcffddx9yzq2s9+9VHEu1KIalFSwkjkOdrGzcuJFt27Y1uhjSIsyskonIqkZxLNWiGJZWsJA4VjOQiIiIhNq8yYqZdZjZnWZ2r5k9aGZ/GazfZGZ3mNlOM/uP4HbumFkyeL4zeH1jyb4+FKx/1MwurNlRiYiISMsop2YlDbzCOXcW8BzgIjM7D/gk8Cnn3Mn4Wf0uD7a/HBgM1n8q2A4z24Kfye804CLgn8wsWsVjERERkRY0b7LivNHgaTz4cfj7I3w9WH8NcEnw+OLgOcHrrzQzC9Zf65xLB/Ml7ATOrcZBiIiISOsqq8+KmUXN7B7gAHAz8BhwxDmXCzbZDawLHq8DdgEErw8By0vXz/AeERERkRmVlaw45/LOuecA6/G1Ic+qVYHM7Aoz22Zm2w4ePFirXyNSU4pjaXaKYQmTikYDOeeOALfib43dF9zdF3wSsyd4vAfYAJN3/10KHC5dP8N7Sn/H551zW51zW1eurPt0AiJVoTiWZqcYljApZzTQSjPrCx53Aq8GHsYnLW8ONrsMuD54fEPwnOD1Hzo/p/8NwKXBaKFNwGbgziodh4iIiLSociaFWwtcE4zciQDXOee+bWYPAdea2ceAXwJXBdtfBXzZzHYCA/gRQDjnHjSz64CHgBzwPudcvrqHIyIiIq1m3mTFOXcfM9ya3Tn3ODOM5nHOpYC3zLKvjwMfr7yYIiIi0q40g62IiIiEmpIVERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQU7IiIiIioaZkRUREREJNyYqIiIiEmpIVERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQU7IiIiIioaZkRUREREJNyYqIiIiEmpIVERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQU7IiIiIioaZkRUREREJNyYqIiIiEmpIVmd3A4/CDv4QnfwqFfKNLI1K57AT88GPw4H9DZrzRpRFZmDu/AHf9K4weaHRJGibW6AJIiN3613D/f8JP/w5WPhuu+BHEOxpdKpHy3Xst3PZ//OPkErj8+7Dq2Y0tk0glDm6HGz/oH9/4R3DJ5+CsSxtbpgZQzYrMLJuCR74Dp74WXvHncPBheOaXjS6VSPmcgwe/Cd2r4J3/BelhePjbjS6VSGUevt4v3/ZV6N8I936tocVpFCUrMrNb/hKy47D51XDGm/26gccaWyaRSuy4GZ64DdY/D056BSxZ75s2RZrF2GHfjAn+wnH989o2htUMJDPbe59fnv0uyIz6x6mhxpVHpFL7ghh+zSf9srNPMSzN5fAOv3zVX0AkAh19MNGeMTxvzYqZbTCzW83sITN70MzeH6xfZmY3m9mOYNkfrDcz+4yZ7TSz+8zsnJJ9XRZsv8PMLqvdYcmiOAdDT8OWSyAa8239GEwcaXDBRCpw+DHoXgl9G/zzjj5IHWlkiUQqc3inX576K37Z2QfpobYc8FBOM1AO+EPn3BbgPOB9ZrYFuBK4xTm3GbgleA7wGmBz8HMF8DnwyQ3wEeD5wLnAR4oJjoTMvvvgyNOw6cX+eSQCHUt1VSrNI5eB7d+FjS+eWqeaFWk2D38LetfC8pP8844+v0wPN6xIjTJvsuKc2+uc+0XweAR4GFgHXAxcE2x2DXBJ8Phi4EvOux3oM7O1wIXAzc65AefcIHAzcFE1D0aq5N7/gEgcTvvVqXWdfTAx0LAiiVRk580wMQhnvX1qXUcfjCuGpUmMHYKdP4Az3gKRqF/X2eeXbRjHFXWwNbONwNnAHcBq59ze4KV9wOrg8TpgV8nbdgfrZlsvYZLP+eHKp1wIXcum1vceB8N7Z3+fSJjce61vAjrpFVPrlqyF0f0+xkXC7oFvQCF3dMLdu9YvR9rvXFx2smJmPcA3gA84546qg3LOOcBVo0BmdoWZbTOzbQcPHqzGLqUSj98KYweO/oIALF0Phx7Vib5MiuMGmhiE7d/zV6TRkjEES9eDy091WpQ5KYYb7N6vwZozYPWWqXVLg/5XBx5uTJkaqKxkxczi+ETlq865bwar9wfNOwTL4tR6e4ANJW9fH6ybbf1RnHOfd85tdc5tXblyZSXHItVw79egsx82X3D0+uPPg7GD8PTPG1OuJqM4bqAH/wvyGTjzbUevL/ZfefC/616kZqQYbqCDj/p5raZfNPafAD1r4KHrG1OuBipnNJABVwEPO+f+ruSlG4DiiJ7LgOtL1r8rGBV0HjAUNBfdBFxgZv1Bx9oLgnUSJtu/D89+PcQSR6/fcK5fakSQhN3278Oyk2DtWUevX34SJJdqRJCE347v+2Vpv0GAaBzWndOW5+Fy5ll5EfBO4H4zuydY96fAJ4DrzOxy4CngrcFrNwKvBXYC48C7AZxzA2b2UeCuYLu/cs61Xy+hMMtOQGbEz5I4Xbwr2Eb3V5GQGzvgY9js2NcSXZAZq3uRRCoyegBiHdC75tjX4l2Qbb8YnjdZcc79FJjhWw/AK2fY3gHvm2VfVwNXV1JAqaNiD/POZce+VkxWdKKXsBs/DMtOnPm1eJcSbgm/8QF/Hp414W6/GNZ0+zJl/LBfdi0/9rVEsWZlon7lEVmI8cGZYxja9kQvTWZiYPYYjne3ZcKtZKWdOQf77p96XrznxJIZRpTHu/2yDb8kEnIHH4Vc2j8eO+Rn+Fxy3MzbxrvbsgpdQm5oj78PUNHhx2aP4WJTpqvKANymoWSlnf3gI/DP58P+h/zzg4/65ZrTj902GoNoQs1AEi5774XPngs//wf//OAjfrnmjJm3V82KhE0uA5/aAl99k39eyMOh7bPHcLzLD8HPZ+pXxhBQstKuRvbDz//RP77z8345MejvAxRLzvye7lUw/Ex9yicyn+wEbAu6wP3wo1Ao+BgG6Fox83sUwxImhQLc9x/+8TO/hNRwcEsIB92zxHDPKr8cPmbmj5amuy63ozu/ADd92GfnAHf/m7/XxPDeqemcZ7LmjKObjUQa5ek74Np3wPihqXVXvQpWPts/ni2O15wO913rm4tm+89ApB7GB+CLr4MDD06t++zz4exf94+L9wGabnVQ873v/tk7krcg1ay0o7uughWnwO/9Av70GXjJH8MjN/oJ3+aaoXbNGb56Up1spdHuv87H4W98Bz5yBC75nK8xuecr/vXOWe6RWqxaV9Itjfb4j3yictEn4c8PwXtu8kOVb/tb//psMbzq2WDRtothJSvtaGIQ1p3tJ8lKdMMrPgxv/3f/2lz3nFhzhq+NacOpniVkJgb9iX3j+X5453PeAb9399TriZ6Z37dayYqERLHJ8rRL/GRvx58Hv3nL1Ovds8waHO/0F5ttFsNKVtqNc35Y3PSsfcWpfrl0w7HvKdJVqYTFxOCxMZzonno80/wUAN3L/Wg3xbA0WjFZKY3jSAQs+G955amzv7cNm+TVZ6XdZMd9L/LpE78tOQ5e+idw+ptmf2/fCb4D7r77altGkfmMD0x1NCz1xs9DcpZalaI1ZyiGpfEmBv1Q+ukDGi6/GZ762dxxvOYM3xQ6dtgn4G1AyUq7mZyldtpVqRm8/E/nfm8k4jt3tVlGLyE0MTjzledZbzt23XRrzvD3XslO+Cp1kUaYqXYQYP1W/zOXyVru++Ckl1e/bCGkZqB2MxEkK10zTKlfjrVnwr4H/JA7kUaZGJz5thDlWHMmuAIceKi6ZRKpxPgAdM3SiXY+a870yza6cFSy0m5maietxJoz/Aygg09Ur0wilchn/VD7xcQwtNWJXkJotpqVcrRh3yslK+1mrpsVlqO0+lGkESaO+OVCawcn+161z4leQmhiYOHnYWi7TrZKVtrN4JN+Odt9J+ZTnIRo8KmqFEekYpMxPMM9rMoRiUD/RjjydLVKJFKZQt7H39L1C9/HshPbKoaVrLSbQ9uh97i5Z6qdSzThl4U5Jo8TqaXi/X/mGto5n2hCMSyNc+RpyKUWGcPxtophJSvtZmTfwmtVACLBADKnDrbSIKP7/HKhNSvg47iQr055RCo1ut8vFxvDrn1iWMlKuxk7NPvMiOUoTljURhm9hMzYYUj0Qrxj4fuIRJWsSOOMHfTLxdyfyqL+POxcdcoUckpW2s34Im/gZjb1JRFphLGDi78JYUQxLA00FtyAczEXjm1Wy61kpZ04V6UTvarQpYHGDi7uJA9tV4UuIVNMVroWcS6ORP2yTc7FSlbaSeqIv5qsxoleV6XSKOOHFcPS3MYOQsdSiCUWvo9izUqbxLGSlXZSjapHUHu/NFY1agfVlCmNVJXawWLNSnvEsZKVdnJoh1/2rl3cftTeL40yPuBP9IsZ0QZKuKWxDu+ownlYNSvSqh76b+jogw3PX9x+1N4vjfLIt32HwlMuWtx+1O9KGuXwY37m2WrEMKiDrbSY7AQ88h3Y8obFtZOC2vulcR74Biw7Cdaetbj9KIalUR74pl+e9sbF7UfNQNKSdnwfMqNw+psWvy9dlUojjB6AJ27zMWy2uH0pWZFGeeAbcPwLYekiJoQDNQNJi3rgG9C9Cja+ePH7skjbfEEkRB663ld5VyXhVp8VaYD9D8HBh+H0X138vkw1K9JqsinYfhNsuXiq6nAxVLMijfDQ9bBqC6x61uL3FYmq35XU38M3+Iu9LRcvfl+TNSvtEcdKVtrB+GF/06w1p1dnf6pCl0YY2gWrFcPSxIZ2Qc8a6Fm1+H1pUjhpOelhv0wuqc7+dKKXRkgNQ4diWJpYaqi6MQxtE8dKVtpBKkhWqvYlibRNNi8h4ZxPuquVcJv6rEgDpKoYwxoNJC1nsmZlaXX2p3lWpN6yE/6kXLWEW8mKNEC6yrWD0Dbn4nmTFTO72swOmNkDJeuWmdnNZrYjWPYH683MPmNmO83sPjM7p+Q9lwXb7zCzy2pzODKj1JBfqgpdmpWaMqUVVLVmRR1sp/siMH2qvSuBW5xzm4FbgucArwE2Bz9XAJ8Dn9wAHwGeD5wLfKSY4EgdZMb8MtFdnf3pRC/1NhnDPdXZn2JYGiEzVsXzsJqBjuKcuw0YmLb6YuCa4PE1wCUl67/kvNuBPjNbC1wI3OycG3DODQI3c2wCJLWSHffLeFd19qf2fqm3yWSlSjFcHLrsXHX2J1KO7Hj1khXNs1KW1c65vcHjfcDq4PE6YFfJdruDdbOtP4aZXWFm28xs28GDBxdYPDlK1WtWlKzMR3FcZdVOuNvsvioLoRiuMuf8ubjaMdwm5+JFd7B1zjmgapcnzrnPO+e2Oue2rly5yFtoi5ed8Fl4dJH3BCpSFfq8FMdVVkxWVIVeN4rhKstnfW1e1WoHNXS5HPuD5h2C5YFg/R5gQ8l264N1s62XeihWPS72fipFkRgUstXZl0g5MjWqWckrjqVOskENd7yKfQdByco8bgCKI3ouA64vWf+uYFTQecBQ0Fx0E3CBmfUHHWsvCNZJPVSz6hEgGm+bqkcJiarXrMT9sk1O9BICxYS7WjUr0fZKVmLzbWBmXwNeBqwws934UT2fAK4zs8uBp4C3BpvfCLwW2AmMA+8GcM4NmNlHgbuC7f7KOTe9067USnYc4p3V2180DvlM9fYnMp9iv6tqxXE0SFZUsyL1MtnvqkoJd7FZv03OxfMmK865t8/y0itn2NYB75tlP1cDV1dUOqmOTBV7oIP/krTJF0RCotodbNvsRC8hUO0RbZMx3B4Jt2awbQfZGjQDtckXREIiU+VmICUrUm9VT7iLtYPtEcNKVtpBZrx62TyoZkXqLzvm+5kUT9CLpWYgqTcl3IuiZKUdZMer104KSlak/mqRcIPiWOpncjSQmoEWQslKO8iMVflEr2YgqbPsWPUTblCyIvVT9dFAagaSVpMdr3KfFdWsSJ1VvWZFzUBSZ9WeZ6XNEm4lK+2gFqOBCjkoaKpyqZNaJNzQNid6CYFq16xE2ivhVrLS6pyrzWgg0Cy2Uj/VvFstKFmR+qv6/a0ifhbbNolhJSutLpf2N2tT50RpZlWvWWmvq1IJgcwYxDqm7ktVDW3UJK9kpdVVe9ZEaLte6BICGg0kza7aCTe01WAHJSutrtqzJkLb9UKXENBoIGl21e47CKpZkRZS7XZS0Ile6k+jgaTZVbvvIChZkRYyWbOiZiBpYhoNJM2u2gk3qBlIWkhNalbUDCR1VCj4ONZoIGlm1Z5JHFSzIi2k2vejAJ3opb5yE36p0UDSzKo9kzgEyUp7xLCSlVZX7ftRgJqBpL6UcEsrqNlooPaIYSUrra7asyaCmoGkvpRwSyvI1CJZUTOQtIqazrPSHl8SabBaJNyRKGCKYamfrJqBFkPJSqurxTwrbXZPCmmwWiTcZm1VhS4hUIuaFU23Ly2jeKKPdVZvn2oGknqqRcINbXVVKg1WyEM+rUnhFkHJSqvLBBMRRar4UasZSOqpFsPvQTUrUj+ZGvS7As2zIi2kJj3Q1TlR6qgWExtCW12VSoNla9DvCtoqhpWstLqa9EBXM5DU0WTNShWbMkHNQFI/kzUrSrgXSslKq5sYgI4l1d2nmoGknsYH/DLZW939qhlI6mVi0C+rfi5WM5C0Audg9zZY+5zq7lfNQFJPe7ZB/0bo7K/uftvoqlQabPc2v6zFubhNYjjW6AJIDR3a7mtWjj+vuvtVM5DUi3Pw9O1w8quqv+82uiqthVQ2z+7BiaPWFZwjkyuQzRfIFdxRr3XGo4ymc4ylc/R2xMkXHPmCw+GImpGMR0jGoqRzeVLZAvFohGQsQjZfIBIxAAzo7fDnn4hBX1eCsXSOzkSUZV2Jye1mc2g0zb6hFNGIETHjqcNjjGVyrO7toKcjxsGRNH1dCdK5PMMTOWIRI5XLM5HJc1xfJxEznHPknS97wTkKBcg7R8SMWMTAYCKTJ5XNYwbxaITn3PdD+juP48YdBRy7cM5hGIPjGfLOkYxFWbu0g96OGL0dcXo7YqSzBeJRIxaNsGtgnGy+QCZXYCSdYySVIx41th5IcVI6xX/d+TRmYPjfb4CZBUv/EzFjSWfcl7/A5N9/aCLLyt4kq5ckJ48pl3fkCv6YepIxohFjSWeMvUMplnUniJhNlqfgHAXnP3vnwDlHJGKcuW4psWj16kOUrLSyp//HL49/QXX3q2YgqZeBx2HsYPUTbmirq9JaeGjvML/6Tz9vdDEmdcQj9CTjxCLG6iVJlnTGGc/kGUvnGM/kGc/kODTaiM/bcUfyDr5fOI0/+vp9Vd3zlbEhToxmuPKb91d1v9Vw6fM28Ik3nVm1/SlZaWVP3w5dK2D5SdXdr24CVxWFgmMim2c846/cxjLBlVy2wNLOOGaQzRc4MJKmKxGdvFJNZwv0dsQoOEc274hHjaGJLL0dcVYvSZLNOQbHM2TzBRKxCBEzRtM5ErEI6/s7iZrfvtRxfZ3kC47xTJ5ELEIsYpNXWNl8AQyS0Si5QoGxdJ7+7jhdiRjZfIGOeHTO43TOMTyRIxo1EtEIiVgFV1u1SrghNMlKNu9rEZrNxuXdfObtZx+1LmKQiEaIBzHkr+0hVyiQyubp7YizfzhFT9LXIEQjRiZXIBY10jm/DUBfZ5yRVI7xbJ6+zjh558jmCgxNZEkG8TaezjGRzdOdiDE4nuGZIxNk8o58ocCTh8YZSeXoTkZZ1t1FTzJGVyJKX1ecZ69dQtSMgoNkLMLGFd0cGEkxksrRH9TUJOMRlnTEyRUcnfEoiViEvUcmwCBqRjRiWLCMmmFBhU4uqJnojEfpjEdJ5fIkhp9m9b8f4aWvfD0/OfPlk7UcqWyeFb1JEtEIQxNZBsYyjKRyjKSyQc1JhIJzpHMFVvUmWdoZJxHztU19XQkKztHxkztJ3nkjP7/yFTj8d80FFVrOgSOo7QDyhQJDE7mjypyIRRjP5Dk8msY5fI1TxNcQxSLGSCpHOlcgGoGBMV8DMzyRJRox4tEIsajfLuKrdSZrnh58ZpiXbF5Z1XhTstLKnv4ff0Vqc1eNViwSBYuG4kTfrD73o8f45PceaXQxqiIZi7C0M85E8B9NLKiKj0Z8kpTKFo7avivhq7yXdyfB/Am2Ix71J+CCo787Tizi/7N7/VPfY3NsKf/yS4jHdhCNRIKqd0ciFmEsk+fJQ2M8dnCUFT1JsvkCe45McGQ8SzqXxzl4wUnLOa6vk3S2wOolSf8fZL7A2wYzRPKjXPXfDzA0kSUWNQoFx5GJLIlohHX9nYyn8wyOZyb/U0zn8mTzjmjEyBUK5PKO0XSO1Us6iEWMxw+NkS/44zk4kmZlb5L+rjhDE1kOj2Y4fnkXHfEo6aAJxQwOjKRJRiNsWNZFZyJK1IwPXngq525aVvfPshLLuhO84azjGl2Mqjh5Vc+822xascCRPPt8rceyZ7+UZctmHpnZEY+yeklH5fvu7AJX4LglieAWEuHwslNXVX2fSlZa1fBeGHwSnvdbtdl/SK5Km9VzT+jn/a/cTFciSmciSjbvWLu0g4JzjKfzvh0/EiEagUIBlnT66u2RdI7l3f7qb9fgBNl8gZNX9tDbEWP34ASZ4Cr9yHiGVUs66IpH2T+S4vbHB3jFs1YyPJHjyHiW45f79nfw7ev7h9N0JiL+ajDr26GL7frRiP8ZmshycCTNs9f2MjSRZWgiS0fM90MYHM8QjfirvoJzjKZ8TU5XIsZ4JseGZV3Eo8ah0QxPHhojGjH2Dac4NJpmRU+S4VSOJw+PUSgwmRDkC45fYxs/cyfz6R/unPPvuaQjNtk+vnF5Nxs2d9KdiLFrcJzbHx/ggT1DABwazUz2Izg/mqffJvjWfc9wZDxLPGqsXtJBf1eC/cMpfrT9IH2dcfq7EuSd71eRd45UNs+y7gTxaIRoxOiMR9k/nOLIeJaNK7pY1p1kJJUlGYuQiEbI5Ar0dcXZtKKbA8NphiayZHIFTl3TS19XnIGxDGPpHF2JGPmCI1coVP36Qhro6f+BjqWw8lnV33dp/8FIlYf2h4ySlVa163a/rEX1OWiOikU6d9Oyql85P3+O137t+SdU9XfVxehB+L972XTBe3niha8lF3QIzBWmEoeueHTeTpWl8gWfhAHwtS/BkV3c894LODyaZmlnvKodAkUA3xy/4bzqziJeVNp/sNrzEIVM3b+ZZnaRmT1qZjvN7Mp6//628cw9/oaDa6vXwekoGkkhtbb3Hr9c/zzMfBt5RzxKTzJGZ8IvK0lUgKlEBXwMF3wML+9JKlGR6suMwaFHYf3zarP/yWQlV5v9h0hdv51mFgU+C7wG2AK83cy21LMMbWNoNyxdN1VNWG2JbkgN1WbfIgBDu/yyr0a1QokexbDU1tAev+yvUQwng742qSO12X+I1LsZ6Fxgp3PucQAzuxa4GHioor2MHoDsxLHr8xlIDUP3isWXNCR8G3nB9/LG9+pmcvqCqZ7ewOQ26VyBZXvuI5tcw2O7jrB3KMVIKktvh/+4x9L5yZ7lmVyBno5YMBrBjy45PJph79DE5GiTiBnpXJ61SzvoiEfZPTjBm2wlPfu28+g999ARj/DstUsm+0A03NL1oepsNqPUEEwcOXa9K/j47l0NhOTv2Sh77vYduXvX1Gb/S9fDyD44/BhEQtYi3r2y+veRqbZc2v/9ZjJ2yM/WWrzyb1dPB0O7l6yrzf6L+33ml+GL4WQvdFWvqbveR7cO2FXyfDdzN7XPKPfN9xJ7/AdVK1SYRYGF3k3i2tyr+chnf1bN4kxaEevhbbEf8dz/fmlN9r8Y7o+fxLqqPNtptW27Gn7wF40uRfit2lK7xLN/E+DgH86pzf4X421fhWe/rtGlmNve++CqGkzW12oiMVh+cm32vWyTX37j8trsfzGe/154zSeqtruQpWJgZlcAVwAcf/zxM27zqdFXsT977NwhSbKstgGedqtrWsajfmcsyqolSaJmJGIRVvYkiEYijGVy3Lf7CLm8Y31/J8t7kuTzfv6L0XSOE5Z305mITs4imIhFSGXzZHIFuhJ+ToBiLUpPR5RoJDJ5nV1agREMb2fyX/Pj62OJDk7Y9GquinfT351gZU/Sz1uQ8bM9FkddjKRywQyHfr6DiPk5N1b1JhkYy7CsO+FHKTjHzgOjxCLG+v5OHnz0eB7e91MS0QhPD4yz48AoQ+NZjkz4IaOllnbE6UhESWXyDKeyLO2M4/AzHgJ0xWNkCwXGgrkFOuIRDo35kUbdCR+iuXyBfDCHQME5+rsTJKIRDo/5+URK/Xk+ztKqfsqVmzeON18A3TMN73Nw8BFY+ezaFrAZmMGml9Ru/6e90TeT5tK1+x0LtfasRpdg/hhetgku/qeZ3zzweNAMnaxhCZvEqmcHNaU10Hc8/NrXfW1s2FR59JM55+bfqlq/zOwFwF845y4Mnn8IwDn3NzNtv3XrVrdt27Zj1t/04D52DYyTLzgOjabJBgnBeCZPf3eCjcu7yOQKTGTzFBys6E6QyRfIBhNcFacJzhccnQk/eU/BObqTMcYzfv6D45Z2EAkmxVna6ac/NiCbdzxxaJRM3uGc49F9I+wbTpHLOx7YM0Q656dIjsciXLBlNe97+cmcsLzKd9oMsWy+wF1PDPDEYT/fxEQmz8N7h0nn/JTZ/V1+VsnixEoAR8azjKSzLO9O0tMRYySV484nDnP6cUtZvbSDw6Np1izpIBmPksrmiUcjHBpNM5HJ05OMsX5ZF5FgsqZIxLj8/E0zTlRmZnc757bW+28yWxyLVEoxLK1gIXFc75qVu4DNZrYJ2ANcCryj0p1ceFqN2rDLdP7mmfvE5IMZRqMVjlBoJfFohBeevIIXntw6/YZERKSx6pqsOOdyZva7wE347hhXO+cerGcZaqmdkxQREZFaqXufFefcjcCN9f69IiIi0pw0C5KIiIiEmpIVERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQU7IiIiIioVbX6fYrZWYHgadmeXkFcKiOxWmEdjhGqN9xnuCcW1mH33OUOeJYn2/raNcYBn2+raKex1hxHIc6WZmLmW1rxD0y6qkdjhHa5zina5fjbofjbIdjnE07HLuOsfHUDCQiIiKhpmRFREREQq2Zk5XPN7oAddAOxwjtc5zTtctxt8NxtsMxzqYdjl3H2GBN22dFRERE2kMz16yIiIhIG1CyIiIiIqHWlMmKmV1kZo+a2U4zu7LR5amEmV1tZgfM7IGSdcvM7GYz2xEs+4P1ZmafCY7zPjM7p+Q9lwXb7zCzyxpxLLMxsw1mdquZPWRmD5rZ+4P1LXWci6EYDvdnqxieXzPHMCiOm+44nXNN9QNEgceAE4EEcC+wpdHlqqD8LwHOAR4oWfe3wJXB4yuBTwaPXwt8FzDgPOCOYP0y4PFg2R887m/0sZUcz1rgnOBxL7Ad2NJqx7mIv49iOOSfrWK4tWM4OAbFcRMdZzPWrJwL7HTOPe6cywDXAhc3uExlc87dBgxMW30xcE3w+BrgkpL1X3Le7UCfma0FLgRuds4NOOcGgZuBi2pe+DI55/Y6534RPB4BHgbW0WLHuQiK4ZB/torheTV1DIPimCY7zmZMVtYBu0qe7w7WNbPVzrm9weN9wOrg8WzH2jR/AzPbCJwN3EELH2eFWvG4WvazVQzPqFWPq2U/32aP42ZMVlqa83VuLTGe3Mx6gG8AH3DODZe+1krHKUdrpc9WMdy+WunzbYU4bsZkZQ+woeT5+mBdM9sfVLURLA+Y2ffw7Y3Tj/V04M+A46etD9XfwMzi+C/HV51z3wxWH3OcwfrZPtNW/KyhNY9LMawYboXjUhyHNI6bMVm5C9hsZpvMLAFcCtzQ4DIt1g1AsXf1ZcD1+HbE44B3BT20zwOGgNcBXwVebWb9QS/uC4Cb6l/smZmZAVcBDzvn/q7kpZmOs7j+qOMMqihvAi4I63EugmJYMdzsWjGGQXEc3jiuZ2/eav3geyxvx/dG/3Cjy1Nh2b8G7AWy+Ha/y4HlwC3ADuAH+B7XnfgvxDeD47wfeDmQAs4C3gPsDH7ePe13LAv2/frgeU+w3bvqdIzn46sV7wPuCX5eO9NxBtsb8NmS49xasq9Zj7OZfxTD88bwW4C7p637A+B6xXA4fpo5husYxy8ARkt+UsCTdTzGloljTbcfYmb2BfwtEX4zeP7bwHudc88xs3fgh56dOct7LwC+BJwJfBw/zOzNdSq6CLDwGDazJP4/khc55x4O1v0S+Jhz7hv1OwKRxZ2LS/YRxycGP3fOfajmhW4xSlZCzMzOB74NrHHOpczsZ8DXnXOfKvP9/wC8DH91cKZz7nDNCisyg8XEsJl9Dhhwzn3YzE4DfhrsJ13bUoscbbHn4mAfn8P3+3iDc65Qo6K2rGbss9I2nHM/BQ4Bl5jZSfi5Df69gl18Ht8J7ItKVKQRFhnD1wDvCNrd3wlcp0RFGmGx5+KgJuZlwDuUqCxMrNEFkHl9CXgXcCpwk3NufzlvMrMoPln5EvA7ZvZvzrmdtSumyKwWFMPOudvNLAO8GHhH8CPSKAs9F78Y+Chwvps2bFjKp2agkAsm8tmOH1r2v5xz/1nm+/4ceA3+RP8n+J7rL3bO5WtUVJEZLTSGg/d+GHgb0O2cO6k2JRSZ30Li2Mw2AHfiO6R+r7YlbG1qBgo559yTwM+BbkqGBprZr5nZgzO9x8yeix858a4gOfkkvkd4091sTJrfQmK4xJfxTZlfqVkBRcqwwDh+JX522K+b2WjwM1/MywxUsyIioWVmnfgr2XOcczsaXR4RaQzVrIhImL0XuEuJikh7UwdbEQklM3sSP0nVJY0tiYg0mpqBREREJNTUDCQiIiKhFupmoBUrVriNGzc2uhjSIu6+++5DzrmV9f69imOpFsWwtIKFxHGok5WNGzeybdu2RhdDWoSZPdWI36s4lmpRDEsrWEgcqxlIREREQm3eZMXMOszsTjO718weNLO/DNZvMrM7zGynmf2HmSWC9cng+c7g9Y0l+/pQsP5RM7uwZkclIiIiLaOcmpU08Arn3FnAc4CLzOw8/Kyon3LOnQwMApcH218ODAbrPxVsh5ltAS4FTgMuAv4puH+NiIiIyKzmTVacNxo8jQc/DngF8PVg/TVMzYVwcfCc4PVXBndNvRi41jmXds49AezE37lSREREZFZl9Vkxs6iZ3YOf9vpm4DHgiHMuF2yyG1gXPF4H7AIIXh8Clpeun+E9IiIiIjMqK1lxzuWdc88B1uNrQ55VqwKZ2RVmts3Mth08eLBWv0akphTH0uwUwxImFY0Gcs4dAW4FXgD0mVlx6PN6YE/weA+wASB4fSlwuHT9DO8p/R2fd85tdc5tXbmy7tMJiFSF4lianWJYwqSc0UArzawveNwJvBp4GJ+0vDnY7DLg+uDxDcFzgtd/6Pyc/jcAlwajhTYBm4E7q3QcIiIi0qLKmRRuLXBNMHInAlznnPu2mT0EXGtmHwN+CVwVbH8V8GUz2wkM4EcA4Zx70MyuAx4CcsD7nHP56h6OiIiItJp5kxXn3H3A2TOsf5wZRvM451LAW2bZ18eBj1deTBEREWlXmsFWREREQk3JioiIiISakhUREREJNSUrIiIiEmpKVkRERCTUlKyIiIhIqClZERERkVBTsiIiIiKhpmRFREREQk3JioiIiISakhUREREJNSUrIiIiEmpKVkRERCTUlKyIiIhIqClZERERkVBTsiIiIiKhpmRFREREQk3JioiIiISakhUREREJNSUrIiIiEmpKVkRERCTUlKyIiIhIqClZERERkVBTsiIiIiKhpmRFREREQk3JioiIiISakhUREREJNSUrMiWbglym0aUQWTjnID3S6FKILI5i+BhKVgSG98IjN8LHV8MXX9vo0ohULjUET9wGn3sh/M16KOQbXSKRyuQysOduuOH3fQw/88tGlyhUYo0ugDTYUz+Hf3vN1PPddzWuLCILkR6Bvz/DJyxFmVHoWNq4MolU6qtvhid+PPV88Ck47uzGlSdkVLPS7h7/MVgE3v1deNbroH9jo0skUplnfukTlYs+Aa/4c78uPdrYMolUIpeBJ38KZ70dfv2bwbp0Y8sUMvMmK2a2wcxuNbOHzOxBM3t/sH6Zmd1sZjuCZX+w3szsM2a208zuM7NzSvZ1WbD9DjO7rHaHJWUb3gPdK+GEF0LPKsiMNbpEIpUZfsYvT371VLKtOJZmMrofXB6OPw9Wn+bXZZRwlyqnZiUH/KFzbgtwHvA+M9sCXAnc4pzbDNwSPAd4DbA5+LkC+Bz45Ab4CPB84FzgI8UER+osMwbbv+8fj+6HntX+caJbV6TSPB79ru8UPrLPP+9dDYke/zijDorSBHbdBUO7/XkYoGeNPw+DkpVp5k1WnHN7nXO/CB6PAA8D64CLgWuCza4BLgkeXwx8yXm3A31mtha4ELjZOTfgnBsEbgYuqubBSJl++DH497fA07f7E33vGr8+0QO5CRg90Njyicxn773wtUvhxg/6E328G5K9kAySlafvaGz5RObjHFz1KvjU6Ucn3PEgWXngG40rWwhV1GfFzDYCZwN3AKudc3uDl/YBweU564BdJW/bHaybbf3033GFmW0zs20HDx6spHhSrmK1+Xc+6LP6Ys3KgYf88taPN6ZcLURxXGOHH/PLX34Znv4ff5IHiHX65U0faky5WohiuMbGin9TB3d+3j/sWQOR4L/lvfc2pFhhVXayYmY9wDeADzjnhktfc845wFWjQM65zzvntjrntq5cubIau5TpJgb88sBD/nGxZuW83/HLvhMaU64WojiuscM7/TK51Hew7QliePUWv1z57MaUq4Uohmvs0I6px0/8GDDff1BmVFayYmZxfKLyVedc0FWZ/UHzDsGy2HawB9hQ8vb1wbrZ1ku9HdoJZ14Kr/uUf953vF+uPatxZRKpxKEdsHQD/Ma3fLV5MYbjnbDuubDkuMaWT2Q+h4Nk5bdvg5XPgqXrIRrMJvLC34dYR+PKFkLzzrNiZgZcBTzsnPu7kpduAC4DPhEsry9Z/7tmdi2+M+2Qc26vmd0E/HVJp9oLANXV1lt6FEaegRUnw3Mv8+P4V57qX4sm/TKvWWwl5A7vgOUn+wT7vT+D5JKp16JJxbCE36EdPiFZfQa853swdnjqtVjSD112DswaV8YQKWdSuBcB7wTuN7N7gnV/ik9SrjOzy4GngLcGr90IvBbYCYwD7wZwzg2Y2UeB4qxjf+WcG6jGQUgFitXnyzf75dozp16LRCASg1yq/uUSKZdz/kT/nHf458s2Hf16LAGZ8fqXS6QSh3bAspP8ebez3/8URZOAg0IOovGGFTFM5k1WnHM/BWZL7V45w/YOeN8s+7oauLqSAkqVFZOVFafM/HqsQ/cHknAb2eeHdc4Ww9Ek5AfrWyaRSh3eAWvOnPm1WMIvc2klKwHNYNtOMuPws0/7aciXnTjzNtEE5DVzooTYjz/pl8edM/PrsYQSbgm3+/4TBh73/atmoib5YyhZaRfOwbd+H/bdD7/6BYjP0nmr2FYKcPBRzQQq4bLtarj73+BFH4D1c5zoiwn38F7/IxIWe++FG34Pjn8hnPfembcprVnJjMOBR+pXvpBSstIuHv8R3P+f8PIPwykXzr7dyF4/d8WBh+Gz58L3rpx9W5F6So/Cd/8ETnoFvPJ/z75ddtxftY4egL97Fnzh5fUro8h8bvwj3z/lrdfM3sRTrFnZfRd85U3wT88/ugNuG1Ky0i6KE8Gd+Zbytv9eMFDrgW/OvZ1IvYwf8tXip78JItHZt9t7n1/+x6/75cjetj/RS4gMPwMnvszfi202qSN+ed074emf+8dP/bTWJQs1JSvtIh3cK6V0iOdM3nSVXz5+q1+qc5eExWQM98693aVf8ctdJVPuj+kWEhIS6eH5Y/istx87OWeb3wZFyUq7KN7YrXijt9mc8WZ4c8mArYlB3apcwqF4k835Yvi4s+EDD/jO4kXFe6+INJJzPo6T88Rw1zL4/V/6yeKKijc7bFNKVtpFesSfvGOJ+bfd8kY48eWwbqt//viPalo0kbIU70I7X+0gQN8GOP8P/GiLSAwe+2FtyyZSjuwEuPz8NSvgmzov/LivYek7vu1jWMlKu0iPlvcFAT9J0bv+G979Xejo090/JRzSwS3J5rsqLXr5h+C3fggnvRIe/C8oFGpXNpFyZMqsHSw6+VXwgfvgeb8Je+6GgSdqV7aQU7LSLjKj5X9BimIJ2PIGeOQ7/opApJGKzUDlJt1Fp78Jhnb5kRUijVRu38HpTnujXz7YvgMelKy0i/RI5Sd58Cf6zCjs+H71yyRSiUqvSotOfY2fmVk1hNJok8lKhTHcdzxseH5bj85UstIuFpqsbHwxdK/SiV4ar9zRQNN1LIHNF6gpSBovs8DaQfAXjvsf8JN1tiElK+0iPVL5FSn4Tl4bzoVDO6tfJpFKpEcg3jX3HCuzOf4Ffvhyeqj65RIpV7rMUZkzOf48vzy0vXrlaSJKVtpFerjyqseiRM/UFYFIo6SHF3aSh6nY1+0jpJFSxU7iC6hZSbR3DCtZaQcTg74X+cpnL+z9ie62/YJIiDzzS1j1rPm3m0mi2y/TSrqlgfbe4/tP9R1f+Xsnk5X2jGElK+3g6dsBBxtftLD3K1mRRps4AvsegBPOX9j72/yqVELiyZ/C+uf5G8ZWqphwt2kMK1lpB4NP+eWCa1Z6IDcBhXz1yiRSiaFdgFt8zUqbXpVKSAw+Bau2LOy98S6/VLIiLat4U6yOpQt7v0700mgTR/yyo29h72/zq1IJgULed/Du7FvY+yMRiHe3bVOmkpV2kBqCRC9EYwt7vzonSqOlglE8Cz3RJ4IOjYphaZTiDMwLvWgEfy5u04tGJSvtYOLI4r4gau+XRqta7eBIVYojUrHF1g5CW/cfVLLSDvbfD/0bF/7+yZEUOtFLg+x7AKJJ6Fm9sPdrNJA02v4H/LL/hIXvI9GtmhVpUUN7YN/9cMoFC99Hmw+ZkwZzDrZ/F058KcQ7F7YP9VmRRtv+PUgu9dPmL1Sit21jWMlKq9txk1+ectHC91GcwEg1K9IIh3bA4JNwyoUL30ck6pPuYr8BkXoqFGD79+HkV0I0vvD9JHun+m+1GSUrrW77Tb4JaMUpC99HR3CH0JRO9NIA27/nl5sXkayAv9OtkhVphL2/9Ld7WMxFI/hzcZteNCpZaWWZcXj8R/4kb7bw/RRvZ96mXxJpsB3fh9WnQ9+Gxe0n2auEWxpj+/fBInDyqxa3nzZOuJWstLInfwK51OKqz6GkGag9qx+lgSaOwFM/X3wMQ1tflUqDbf8erD8Xupcvbj/J3raNYSUrrezQDr9c99zF7SeW9CMxdFUq9Tb4BLj84mMYghO9Ylga4NCO6sRwxxLIZyCbWvy+moySlVZWHL2zkDt8TqerUmmEdBVjOKkYlgYoFCA7Vr0YhraMYyUrrSw94u8nEYkufl+6KpVGKCbcxeHzi6E+K9IIkxeN1YjhYrLSfnGsZKWVZUarc5IHiHW2ZdWjNFhxTolqxHG809+QU6SeJmO4e/H7inf4Zbb94ljJSitLj1Ynmwf/JdGJXuqtWN1djTiOdSjhlvqbrB2sQjNQLJgUMdd+cTxvsmJmV5vZATN7oGTdMjO72cx2BMv+YL2Z2WfMbKeZ3Wdm55S857Jg+x1mdlltDkeOkhmtTjYP/kuSS1dnXyLlqmYzULwT8mk/I65IvVQz4S7WrChZmdEXgekz2VwJ3OKc2wzcEjwHeA2wOfi5Avgc+OQG+AjwfOBc4CPFBEdqKDNWvWageEdbVj1Kg2XG/bIaSXesfU/00kDZIIbjXYvfVzGG27CGcN5kxTl3GzAwbfXFwDXB42uAS0rWf8l5twN9ZrYWuBC42Tk34JwbBG7m2ARIqi2fXdzUzqViHTrJS/3lM34yrWp0Ei/eV0hJt9RTPuOX0cTi9zWZcLdfDC+0z8pq59ze4PE+oHgr1HXArpLtdgfrZlt/DDO7wsy2mdm2gwcPLrB4AkAhC5EqJSvxLt2xtgKK4yrJZ6oYw0GyohtylkUxXCX5nF9W48KxWDvThufiRXewdc45oGqNwM65zzvntjrntq5cubJau21P+Uz1alZWb4Ghp2Fkf3X21+IUx1VSyFXnihRg1Wl+uXtbdfbX4hTDVTJZs1KFc3Hf8RDvhj3tF8MLTVb2B807BMsDwfo9QOkNPNYH62ZbL7WUz1UvWdn0Ur984rbq7E+kHPksRGPV2ddxZ/t5Kp74cXX2J1KOQtYvq1FDGEvACS+Ex9svhhearNwAFEf0XAZcX7L+XcGooPOAoaC56CbgAjPrDzrWXhCsk1qqZjPQ2rOgow+e+FF19idSjmrGcDQGG8/3N/cUqZdqNgMBnPgyOLwDhtrrer+coctfA/4HONXMdpvZ5cAngFeb2Q7gVcFzgBuBx4GdwBeA3wFwzg0AHwXuCn7+KlgntVTNDraRKGx6sc/oNfRT6qWatYPgawgHn/Q/IvUwWbNSpRrCE4u13O1VuzLvX8859/ZZXnrlDNs64H2z7Odq4OqKSieLU8hV76oUfEb/8Ldg4HFYflL19isym3ymeid58DEMPul+7sbq7VdkNvkgWalW0r3qNOha4WsIn/OO6uyzCWgG21ZWzfZ+gE0v80tVo0u9FLLV62ALsPJU6FnTdlel0kDFmpVqxXEkApte0na13EpWWlk12/vB16YsWa8TvdRPNZsyAcx8NfrjP/Z3wxWptWKflWrXEI7ug4OPVm+fIadkpZVVu72/eKJ/4jad6KU+CrnqnuTB91sZPwQHHqrufkVmUqhyMxC0Zb8VJSutrNrt/QCrT4eJQUgdqe5+RWZS7ZoVgDWn++XgE9Xdr8hMivOsVLOWu3+jvzHiQPvEsJKVVlaowYm+eCOt4hdQpJaq3ZQJJXeu1Y05pQ6qPXS5KN7hb8zZJpSstKpCAVyhBid63QxO6qgWNSuxpF8qWZF6KGQBq879rUrFOtoqhpWstKpiM03HkuruVyd6qafUsJ91tpqUcEs9pYaqfx4Gfy5uoxhWstKqJgb9snNZdferE73U08QAdPVXd59KuKWexgeqfx4G1axIixgPJgjuqnayohO91IlztTnRK+GWepoYqP55GFSzIi1iopisLK/ufqPFZKV9viTSINlx34Gw6jEcTM6lhFvqYXyg+jEMqlmRFpEe8ctkb3X3O3lVqtFAUmPpUb+sdgxHIj5hUcIt9ZAZrX4Mg2pWpEUUM+5is021xFSzInVSjLFiglxNbXZVKg2US9cwhtvnPKxkpVXV6kSv9n6pl1ol3MV9KoalHnKp2sRwNNFWCbeSlVZV85qV9vmSSIPUumZFExtKPdS0ZqV9zsNKVlqValak2U0m3LU40atmReqkVjUrsaSSFWkBxSCOqmZFmtRkwl2LE317XZVKgxQKvgZPfVYWTclKq8qnfZtmpMofsWpWpF7y6rMiTa7Y1FgcLl9NqlmRllCzdlLVrEid1LSDrWpWpA5qPqIt5SdPbANKVlpVrdpJzTRHhdRHLU/0imGph1qPaMP5m322ASUrrapWNSugkRRSHzWvWVGyIjVW65qV0t/R4pSstKpcqjbtpKD2fqmPmp7o26u9Xxqk5jUrtE0cK1lpVbWuWWmTL4g0kGpWpNmpZqVqlKy0qlr1WQHVrEh9FGOs2sPvQTUrUh+1TrhLf0eLU7LSqlSzIs2ueLNM1axIs6r18HtomziONboAUiO5NCS6a7Nv1axIPeRSEIlDJFr9fatmZdEyuQKD41Md7dPZAuCndsrlHT0dMZyDiUyeiaz/yRcKLO+e+o+7vzuBc458wVFw4Jxf5p2jUHA4B9lCgUQ0gpmfYy1XKJAvOLJ5/76OuH8t7389yViE3o4Yy3uSFAqOfLD/fMGRKzgOjqRJRCP0dMTI5Aqkc3miEWPXwAQd8Qh9XQn2DaUYTecYSWUZz+RZ39/JWDrPSCrLqiVJuhIxUtk8ETMmsnnSuQLZXIHuZDQosyObK7Bi/y5eCtyyY4iRI3tIZfOMZfIct7SDzkSUjniU7kSMzkSUQjAEOZsvkM07BsbS5Aswkc3z6L5h4tEISzripHMFHI4TDg/yK8B3fvkEh/t6AD+KOVdwZHIFCs7R2+H/i09EIzigOxmjJxmlM+7XD6eyJKIRupMxuhJRkrEIw6ksA2NZupNRcHBkIks2X2BdXycd8SjDE1kGxjN0J2NEzYhFbMb4WLO0gxNX9lQt3pSstKpcCrqW12bfqlmReqhH7aBzfji+VOyBZ4b41X/6eaOLMSuzxk9B8urIdl6agL+79WkedNVtyHhhZB+/koAv3radu6q872p494s28pHXn1a1/SlZaVW5dG37rKRHarNvkaJa97sqzlERq9GouRa3ob+Lv37jGYCv7YhGjI5YlHzBcXA0TVciSiwaIZXJs7QzzoreBOlsgfFMnkgExtJ5Doyk6e+KEzEjEjEihn88uTQiEV+LYxjRiBGL+mXEjIGxDB3xKIlYhFjEcA7SuTwDYxmGJ7JEIv7KPxIxoubf19+VwAGjqSx5B32dcfLOsX8oxfplneQL0NsR47ilnSzpjDEU1Cx0J2N0J2LsH06RyRVIxqNkcgV6O2J0xCMUHKSy+aAsEeJRo3fnMHwXPnvZC3ArTiWXLxCPRhjP5Enl8r6mJZ1naCKLc47ORJRYJEIiZiztjJOM+Zqak1f1EI8ao+kczkFnIkruiaXw7/CFd5xOftPLJj+XWDRCNGKMZ3JEzXDAeDpPLOrXjabzTGTyZPMFuhJRIhFjPJ1nLJMjnSuwtDNOX2ecwfEMyVh08m+QLzgmMnky+QJrl3aSDmrLupMxZkr31yyt7oWGkpVWVMjD2AFInlub/UeTkDtUm323ievv2cO/3/E06VyB4YkseedY3dvBcCrLk4fHeN7GZSRjEUbTOY7r6yQSXP0nYxEiZtyz6wg9yRi9HTEc/iSZjEWJRmA8k2ddXyfgq4SL1d+Gr/btjEfpSvjq4GzBcXg0zYGRNKOpHL0dsckT4ngmz/BElpW9yaCa3V+mRoL/KGLBib9YMZGIRejrjJMrOJKxKJ2JiP/PKZtnWVdicpt41J/IoxEjHpxYY8WfaATnHBuWdXHG/qdJWif37jxENGKTVfq5vOPwWIZH9g4zmvYn2HQuH1TpFzh+WRfH9XXSlYjSGfdV7QBDE1lOXNlNNl9g7cE0zwZuvOdJBnJJnjo8RncyRjIWJZX1zQLRiOGcb4pwECz983zBMTieIWL+P5BMrjD5d45FjGjU/1EyuQK9yRjJuK9iLzhHRzxKNl8glS1gBuPpHLFohFy+QEc8yv88fpgvvvtcNq2oUTNulazsTfKO5x/f6GLU3YZlXeVvvH0QgI3HrYEli/88+7pKEusev7++RAF6jk3qe5Il/71XrzWmYZSstKJdd8DEIJz08trsX+39VeFg8qpsJJUjGjG6kzFS2QIHhtNEI0Yql2fXwITf3jlSOd8wPzCWYfWSJP1dCfIFN3mlWWzPf3jvcJAETCUDxaumbL7AWDrHWMb/p7yiJ0FnPMqmFd2MZXL0dSVIRCN0JaKk8wVfUINokJUUnKPgHJmcY2hiqs/CSCrHYwdHJ/8zT+cKDIxlSMZ8m3jxSqz4H3Nhjir6DtL8Inkb38i/mD//1ztm3CYRjdDXFScZj5CMRemIR3AO7nhigEzwd5rNO6MH+Ggc/vzr2zjM0vI/tBKd8SjJeGTyP4XOeHSyD0M8SFYmMnkAMnlHOuevZg0j73zy2JP0/RXGM3m6k1GGJ3IA7BtKhT5ZkTI8eiOsOBWWHFf9fbfZ0GUlK63ooRt87cfmC2qzf42kWLSLn7OOi5+zrtHFqCvnfM1DPOrb1wtBTUSuUPDLvH88ns6Tuv96un6c5kWvfw//vuL54HyNTjHxikcjnLK6l0Ts2LZ653yiVOzYmcrmKeZF+4dTdCVi9D3yNPwM/vM3z6Fz5Qms6ElO1hzFIkauWItkhhkYYGbB0j8WmdPYIXjqZ/DiP6zN/ttsUri6JytmdhHwaSAK/Ktz7hP1LkNLcw4e/hac9ApI9tbmd6hmRRbAzCZrHMAnH4mIkZg+g0IvMPgj6OznxK0XcGI0XvHv6Qiaf/qnvXZScXTCoO98fmJfDJb6JrN4yaCjWA0GIEmbeeQ74Arw7DfUZv9tVrNS1y7EZhYFPgu8BtgCvN3MttSzDC3vmV/A8G7YUqMvCKhmRWorl4FHvwen/gpUmKiUrc3mqJAGePgG6N8Ia86ozf41KVxNnQvsdM497pzLANcCF9e5DK1lfABGD0w9f/hbEInBKRfN+bZcvjDZhp4vONwMY/yKveonMnly+QIjqSy5fAGSPZAZnZq0qxHyWRh+BgaeaFwZpDpyGRh4fOr5E7dBeqi2CXciqGGZGKzd75hPoeCbCg7tgHyuceWQxXPOf46FoK/UxBF4/Mfw7NfXbmh8POjo28gYdg5SQ/7Y06M1/VX1bgZaB+wqeb4beH7Fe/nqW2DHzQCTbdFW8rjRZipLrcoWCfZcCAaPRXDcFd/KBz97bzAcznd2zOQKZIMv0nxzDxS/W7Ntd0ksy9/HcvCxlfjugvVn0/6irqQUE/9rJ11LV9S7SJX56afgB3/Z6FKEROlnGXx7Ovth00tr9ytXn+6X17wu+J2NMP0LVlKOt30Fnv26upamYrvugqte3ehShMQMMQxw+ptq9yvjHbB8M/zob+BHjepNMUcMn/deuOhvqvabQtfB1syuAK4AOP74mYfF/evgOaQLPUTMyATTFkbN97BvtHg0QgTIBbMmFvV3xunt8CMxMrkCmaBGo+D8TIzJWOSYBLw4Rj4Ri5DN+3kMkrEoEfPDSs0gTp4kWdLRLqJmWCTCHUsu5KzePpZ2xomYH3dfHC5qQMH5WRKXdMYnZ4wsBMvSDMUBXYkYZn5obGc86mdqTK/j5l0ZUhOjDE9kGRzP1v1vn3NRDrGUHibosYmjXvsNGj9vxrxxvOH58JI/qnOpwsr5K9HOkh4mm17iT8a10rsaLv4nGHyydr9jPmbQtcIvS2tHAVZsbkyZSswbw0vWKoZLTQxCZx+T/2H3b4Tjzq7t73zdp3xNZCN1LPWzpY/s8310itY/r6q/xmaq/q8VM3sB8BfOuQuD5x8CcM7NmH5t3brVbdu27Zj1123bxWMHR8nnHY8dHOXwWIYXnbyCZMwPtyyViEYYz+YZGM2weXUPnYkYj+4bJhmL+umF41GS0QgE80g4B31d8clpkdPBlMrRYGKhRNTo60oE/+k7opEIg2MZjkxkGM/k2XskRVcySjwaYV1fJ2euX8qJK3pY2lWjtvcQODya5snD4xRKErSCc+wZnKC3I87QRIbRtB/OWZxqOxGLsKQjRibvJ4la1Zskm3fsODDC8cu66Er4oa65gp8yujjPyJGJLMMTWU5a6f+mPckYwxNZDoyk/BTRiSgvPHnmWhUzu9s5t7U+f5Ups8WxSKUUw9IKFhLH9a5ZuQvYbGabgD3ApcA7Kt3JW7duWFwpzqrBmPc2trwnyfIZJiVaiHM3Lav4PUs745VN1CQiIk2lrsmKcy5nZr8L3IQfuny1c+7BepZBREREmkvd+6w4524Ebqz37xUREZHmFL5bNYqIiIiUULIiIiIioaZkRUREREJNyYqIiIiEmpIVERERCTUlKyIiIhJqSlZEREQk1Oo63X6lzOwg8NQsL68ADtWxOPXQiscE4TmuE5xzK+v9S+eI47D8XaqtFY8rLMcUthiG8PxtqknHVFsVx3Gok5W5mNm2Rtwjo5Za8ZigdY9rsVr179KKx9WKx1Qtrfi30TGFj5qBREREJNSUrIiIiEioNXOy8vlGF6AGWvGYoHWPa7Fa9e/SisfVisdULa34t9ExhUzT9lkRERGR9tDMNSsiIiLSBpSsiIiISKg1ZbJiZheZ2aNmttPMrmx0eeZiZleb2QEze6Bk3TIzu9nMdgTL/mC9mdlnguO6z8zOKXnPZcH2O8zsskYcS0lZNpjZrWb2kJk9aGbvD9Y39XHVk2JYMdzsFMOK4bpyzjXVDxAFHgNOBBLAvcCWRpdrjvK+BDgHeKBk3d8CVwaPrwQ+GTx+LfBdwIDzgDuC9cuAx4Nlf/C4v4HHtBY4J3jcC2wHtjT7cdXx76cYVgw39Y9iuPGfdbvFcDPWrJwL7HTOPe6cywDXAhc3uEyzcs7dBgxMW30xcE3w+BrgkpL1X3Le7UCfma0FLgRuds4NOOcGgZuBi2pe+Fk45/Y6534RPB4BHgbW0eTHVUeKYcVws1MMK4brqhmTlXXArpLnu4N1zWS1c25v8HgfsDp4PNuxhfaYzWwjcDZwBy10XDXWCsfdMp+1YnhBWuG4W+azbocYbsZkpaU4Xw/XlOPHzawH+AbwAefccOlrzXxcUplm/qwVwwLN/Vm3Sww3Y7KyB9hQ8nx9sK6Z7A+q3wiWB4L1e4D3mdl3g+fFY/tD4IqS968H/tDMLq1TeY9hZnH8F+SrzrlvBqvnOq6ZPrNW+CwXohWOWzGsGG72457zszazDwVxXPpZ/9H02A46pTYkjtsphpsxWbkL2Gxmm8wsAVwK3NDgMlXqBqDY4/oy4PqS9RuBF5rZC4GhYH0WOM7Mlgc9u18DrAFuq1uJS5iZAVcBDzvn/q7kpbmO611Bb/TzgKGgmvIm4AIz6w+O64JgXatTDCuGm12rx/C78LH5YqY+63uALuAcM1uO/6zvAU6mAXHcdjHc6B6+C/nB92reju+N/uFGl2eesn4N2Is/We8GLgeWA7cAO4AfAMuCbQ34HFAIXtsKvBX4N+BRfLviTuCf8J3b5vvdJ+E7lRV7jB8HHARetshjOh9ftXgf/st6T/CZzHVcnw0+r/uBrSX7ek9wTDuBdzf681IMhy6G/wj4xrR1nwE+rRhueFy0cgwXP+sC8OvB+rcCPwUmgjh+d7CunDh+GzBa8pMGfqQYLv9H0+2HkJndCtzgnPuUmf0j8At84nGoZF2Xc+49wfwG5zvnXjfLvn4L+F/4/zT+C7jfOffB+hyJtKtqxXBQjb0TWOecO2JmMeAZ4DXOubvrd0TSjqp5Li7Z5xJ8R9i/d879S62PoVU0YzNQO/gxfl4A8NWQPwl+Stf9GMA594m5vhzOuS/gT/Z34Mflf7hGZRYpVZUYdr6a+jbgLcGqi/D/UShRkXqo2rkYwMwiwL/ja1WUqFRAyUo43Qacb2bLgJXOuR3Az/H9AJYBp1NZG+kXgvf8g3MuXfXSihyrmjF8DfDrweNfB75c7cKKzKLa5+KP4ydw+/2ql7TFKVkJp/8BlgK/BfwMwPkhac8E655xzj1Rzo6CYW1/j++I9RfBF0yk1qoWw8B/A2ea2enA64CvVr20IjOr5rn4UuDtwJudc9naFLd1KVkJIefcBLAN+AN8lWPRT4N1lWTynwa2Oed+E/gO8M/VKqfIbKoZw865FPB1fPX5nc65p6tYVJFZVSuOzexs4B+AS5xzB6tdznagZCW8fgyswn8pin4SrJv8gpjZn5aM+z+KmV2Mb+N/b7DqD/DD7n6tJiUWOdqiY7jENcAZqAlI6q8acXwx/r47PzWz0eBnvpiXEhoNJCKhZ2bHA48Aa9y0WTpFpPWpZkVEQi0YQfEHwLVKVETaU6zRBRARmY2ZdQP7gacI4Z1gRaQ+1AwkIiIioaZmIBEREQk1JSsiIiISaqHus7JixQq3cePGRhdDWsTdd999yDm3st6/V3Es1aIYllawkDgOdbKyceNGtm3b1uhiSIsws6ca8XsVx1ItimFpBQuJ43mbgcysw8zuNLN7zexBM/vLYP0mM7vDzHaa2X+YWSJYnwye7wxe31iyrw8F6x81swsrLayIiIi0n3L6rKSBVzjnzgKeA1xkZucBnwQ+5Zw7GRgELg+2vxwYDNZ/KtgOM9sCXAqchh+C+E9mFq3isYiIiEgLmjdZcd5o8DQe/DjgFfj7dYCfCvuS4PHFwXOC119pZhasv9Y5lw5u/LQTOLcaByEiIiKtq6zRQGYWNbN7gAPAzcBjwBHnXC7YZDewLni8DtgFELw+BCwvXT/De0RERERmVFay4pzLO+eeA6zH14Y8q1YFMrMrzGybmW07eFA3p5TmpDiWZqcYljCpaJ4V59wR4FbgBUCfmRVHE60H9gSP9wAbAILXlwKHS9fP8J7S3/F559xW59zWlSvrPkJPpCoUx9LsFMMSJuWMBlppZn3B407g1cDD+KTlzcFmlwHXB49vCJ4TvP5D5+f0vwG4NBgttAnYDNxZpeMQERGRFlXOPCtrgWuCkTsR4Drn3LfN7CHgWjP7GPBL4Kpg+6uAL5vZTmAAPwII59yDZnYd8BCQA97nnMtX93BERESk1cybrDjn7gPOnmH948wwmsc5lwLeMsu+Pg58vPJiioiISLvSvYFEREQk1JSsiIiISKgpWREREZFQU7IiIiIioaZkRUREREJNyYqIiIiEmpIVERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQU7IiIiIioaZkRUREREJNyYqIiIiEmpIVERERCTUlKyIiIhJqSlZEREQk1JSsiIiISKgpWREREZFQU7IiIiIioaZkRUREREJNyYocLTMO3/kgHHi40SURWbif/j08dH2jSyGycNtvgh99stGlCA0lKzLFObj+fXDXF+Dhbze6NCILc9e/wg8+Andd1eiSiCzMnl/Ade+C2/6PPy+LkhUp8ZP/Bw9+0z8e3dfYsogsxBO3wXf/xD8ePdDYsogsxMg+uPbXIJeCQhYmBhtdolBQsiLe4z+GH34UzngrrDhFJ3ppPmOH4brLYNlJcPqbYUwxLE3o6++B1BE4/w/8c52LASUrUvTkTwCDN3wGOvogPTz12p1fgC+8Eg480qjSicxv330wMQAX/Q30bYDU0FQV+tN3wD+fDw/+d0OLKDKnfBae+hmc917Y+CK/LjXklxNH4AuvgB9+rC2bhpSsiJcZg2QvxDt91ePjP5r6Qtx3HezZBte8Hg5ub2gxRWaVGfPL7hWQ6IFCzlepA2z/Huy7H/7zMnW8lfDKjPpl1wro6PePd93ul3u2wZ67fT+Wmz7cdgmLkhXx0iOQ6PaPn/mlXw7t8stD2+GE8wEH33hPQ4onMq/iiT7RA4NP+Mf/849+eWg7LFkHG86Dr1/um4xEwiZdjOFu6FjiH9/8v/3y0A6/PP1NcPtnfQLeRpSsiJcZm0pWXv5hv5wYhGzKt5+e9HJ4zjvg4KNQKDSsmCKzKk1WXvyH/nHvWr8c2QcrT4WXfNDXHB7e2ZgyisylWDuY7IHlJ/vHJ5zvlyN7IZqAN/yDf37gofqXr4GUrIiXGfUneYATXuiXE0em2ks7+2DpBshnYHR/I0ooMrfSq9K+jYBNxW9qyPfFWrrBPy/WGoqESWnCbQYnvAgImnuKMZzohq7lcKS9YljJiniZsalkpe8EsIivQh8/5Nd19EHf8f7x0O6GFFFkTpkxwPzJPBKB/o1w77UwvDc40S+Fpev9tkeebmRJRWZWmqwALNsEu++CJ34yFcPg47jNEu55kxUz22Bmt5rZQ2b2oJm9P1i/zMxuNrMdwbI/WG9m9hkz22lm95nZOSX7uizYfoeZXVa7w5KKZUZ91SP4kRS/8v9gx/f9UFA4+kQ/pBO9hFAx4Tbzz998NYwfhq8Gw5g7lvoY7+xXwi3hVNoMBPDqj0L/Jrj2HfDkz0qSlQ1tF8Pl1KzkgD90zm0BzgPeZ2ZbgCuBW5xzm4FbgucArwE2Bz9XAJ8Dn9wAHwGeD5wLfKSY4EgIpEen+qwAbH0PvOxP4XDQqatzWUkVent9SaRJZEaOjuF158ClX4H9D/jnXcv8sg2vSqVJpKfVrHQtg3d+04/UHDswFd9LN/hmoDYaETRvsuKc2+uc+0XweAR4GFgHXAxcE2x2DXBJ8Phi4EvOux3oM7O1wIXAzc65AefcIHAzcFE1D0YWobTPStFL/3jq8fKTfO/0RA+MqM+KhFC6pHaw6KRXwLrn+sf9m/yy97ipIc0iYZIZ8cvSc/HS9XDhx/3j7IRfLlkL2bGpZqM2UFGfFTPbCJwN3AGsds7tDV7aB6wOHq8DSi9bdgfrZls//XdcYWbbzGzbwYMHKyle+9nzCz+JUGoIdv5gcVl2amhqqFyRGWx6qX/c2eeXHX1+dJDMSXFcpsOP+WHEhTzs+MFUNfhCpIYgueTY9c95h1+u2uKXnX2K4TIohss0dtjHMcDuu2HwqYXvq9ghfPq5eN1Wv9zyhuD1Pr+cOLLw39VkYuVuaGY9wDeADzjnhq3YLgw455yZVaU+yjn3eeDzAFu3bm2fOq5KHdoBX3g5HHc2DD/jR+j81g+nriIrkRn396HoXHbsa7/2n1PZPPgTfRt9QRZKcVwG5+Afgi5ta58De+/xbfQv+v2F7W9iwI+SmG7r5fDsi6FnpX/e0Tf1n4LMSjFcpi++Fg4+4uc/eeAbcMpF8I7/WNi+xgcg1ukn5yzVtwE+uNNPeAhTF4+pI8CGBRa8uZRVs2JmcXyi8lXnXHCnO/YHzTsEy+INDPZw9F9vfbButvWyELvv8stnfjnVjnlogXNHTAz4ZdcMyUosOfXFANWsSPWUjsgZ2eurvot9pBZifGDmhNtsKlGBoGZlWPMFSXUcDG5D8vC3YMn6qcnbFmJicObzMPgYLlYStGHNSjmjgQy4CnjYOfd3JS/dABRH9FwGXF+y/l3BqKDzgKGguegm4AIz6w861l4QrJOFGHjcL9/wD/D//RSwqXXluv/rvpNW8T+NJce0yh1LNStSLcV4PfW18Lt3+WaagScq28fTt8NTP4d8Dob3wJLj5n9PRx/gIK3aFVmkXNovO/rgd26HM98CR57y8ViuI0/7czH4JqRyYviompX2UE4z0IuAdwL3m9k9wbo/BT4BXGdmlwNPAW8NXrsReC2wExgH3g3gnBsws48CQZUAf+WcG6jGQbSl4Wd8R8Fz3uWfL1lXWbKSz8I3Li9ZYbD6tPnfl+z1U/OLLNZI0OXtwo/7IZnLNsGTP61sH1dfePTzNWfM/55kr1+mR/wwZpGFKnbUvuCjfhBC/yZ/T6qhXT6ey/GtD8Bjt0ydj7eWcUuT0hhuE/MmK8654LJ9Rq+cYXsHvG+WfV0NXF1JAWUWmdGpgAVYe+ZU01BZ7w86MkZifmry9c8rL6OPd0JuYv7tROYzOadE0JlwzZlw33/A0B5YWkYtH4BFweXhxR/07fpbLpn/PYkuv8ymKi6yyFEmYzg4F689yy9331V+stK7xi/P/wOftBcvQOcSD5r+s+1zLi67g62ETGb86DklTnw5PHoj/Nd74VUfmfoCzPr+4Ev2K/8Pnvsb5f/eeFdbfUGkhooxWIzjk17ul19/N1z0CT9Pynz6NsD6c+GVf17+740Xk5Xx8t8jMpNiDBWHGq85w/ebuuWvIBL1nW7nY+Zrxl/1kfJ/b7EDbhudizXdfrMqvfEgwHMvgxf+nu+N/q0PlPd+OHZulfnEO/0XtI0mI5IayYz52zrEOvzz1afBG/7R91v58iV+OHM5+yj9HpSj+Pva6EQvNZIpuR8V+ATl0n/3fVi+/h7Ye28Z+xibSqDLpWRFQm30AFz/u37YZWbajLOxJFzwMTjtjbDvvvn3Nf1LVq54J7iCv6GhSKUKBbjxj2HfA8FJuntqhAPAOe/0tSSpofLu37OQZEU1K7JYd/2r7xRbvOgrTTZOeAG8NZgvdd/98+9rITEcjfsm/DaKYTUDNZN7r4VfftmfyEcPwIrNx26zYjPcd63veFXap2W68cN+WWkHw9ITfSxZ2XtFRvfDnf/if056xcwn6RWn+OWhHXO3+2fGfRxWHMPtd1UqVfadP/TLF73fL6fXUPedANEEHNo+/77GDi2so3ebNcmrZqWZRON++fANMLpv5tE7xRP9wXm+JMPP+GU5nWpL6UQvi1G8izfAYz+cJ4YfnntfxdFE5Qy5LzWZcCuGZZF+9mk/EWHv6qPXR2Ow7CQ48Mj8+xjZW36H8lLFJvk2oZqVZjIWnOjf8kU4/gUzd6JdH0zLvOsOWD/HbLbFmpXulbNvMxOd6GUxxoJp25/7bnjB+2D5ycdu07XMDwHddefc+1pwDBcT7vY50UsVFedWWXEKXPLPfiRm8UKy1PqtfqK4uTjnz+uVxjAEyUr7nIeVrDSTiUGfxZ/2xtm3WXIcROK+un0u6WG/XbGzYbkmOyfqRC8LMDHol8//7ZmbMYv6T5g/hlPDfjn9PirzUe2gLEZxUsxzr5j7grD/BD9pWy4DscTM2+RSUMjOfE+r+cS72uo8rGagZpJL+/tGzCfZO//dOFPDfjubbQqdWahmRRajeFU6X5Kc7PV3UZ5Lenhq20qog60sRi6Yn2f6/XumSwRxOde5uDipW6UxXPz9bXQeVrLSTHIT5XVqTfaUcaIfqfyKFHRVKotTyYl+voR7oclKLAmYYlgWpuyEO+h0O9css8XawYXWrOTaZ2JDJSvNJJee/yQP/kQ/3zTM6eGFZ/OgE70szOSJfp6kO9kzlYzMZvKqtMITvVnbVaFLFRUThHJqB2Huc3F6gU2Z0HYdbJWsNJNcqvyalcx8ycoIJJdWXgZVoctiFJPc+U70iaB2cK7JB9MjgFU+sSG0XRW6VFG5yUoxLtUMVBXqYNtMcunyOsQme2E8uEdkNgWHd/gk49AO2HCuH22RGoal6ysvg2pWZDGKNSvR+WpWev09f3Ipv+2hR/0kWKP7oWcNrDh5qt9VZAHXXG02R4VU0WSyUkYMw1ST/OBTPubyaT8R3AkvLGnKVAfb+ShZaSbZifKqCxM9U7N/3vzncOfnp147+9fhNf/Hj+1fvaXyMnQEtTFjByp/r0gx+ZgvwSg90T/9fbiu5OZu8S748F4YfGJhV6QAnUsVw7Iw5fZZmaxZGfF3Z/6Hc/wdmYv+7KC/tQQsLI47+mDssL8tRSRa+fubjJqBmknZNSs9U9WLe+/1/zm88V/887HDcMPv+Tkqznxr5WXo7PNzYOz5ReXvFSk3hosn+vQwPHOPf1yM4ew4bLsatn8Pznr7wsqx9iwfw7rHlVSq7JqVkg62+x/0icrzfgtOON+vf+h6uPWv4fgX+hlvK7X2LMiOlTdLbgtQstJMyh0NtGSdn45/eK+fmv+UC+GsS+HkV8P278IDX/f3Xzn5VQsrx7rnwp67F/ZeaW9lx3Aws/K++3zC0rnMx/Cr/tKv//b/8vH88j9dWDnWPRcmBnztjEglsmX2Wela4afc33ufPw8DPO9yeHUQw9/8TT9v1lu/tLCmzOIEoLu3Vf7eJqRkpZmkR8vrTHjm23x7/y+/EnSkDZqOiv8BbL4Qzv+DhZdj/VYY3uOTIZFKpEenrjjnsvF8WLoBtv2b75tSbP5ceerUNm/614VXf68rnuiVdEuFioMX5ovjRBdsuQTu+4+pCQ6TS46etfnSr0LPAmavBT+df8dS2KNkRcImPTzVZ2Quy0+CE18Gd3/RzxhaPNGf9HK/fO5vVD4ZXKniib5NviRSRenh8joTRqJwzmXwxI9h7z1TbfonvMgvz3ybb5JcqFVbfN8XxbBUqpK5Uba+28f83V8M3tM7FbfRJBz3nIWXIxLxNYRtknArWWkW+axvqy+31/jW98Dw7uA9wYn+tDfC79wBz3rt4sqy5gw/Vf/uuxa3H2k/pbUk8znnnWBR3yZfHGbfsQTefy+8/tOLK0c0BmufoxiWyqWHfVzOdMfw6Y5/Aax8Fhx8hKOG2f/RY/AHDy2+LOu2woEH558EtAUoWWkWxQ6z5dSsAJz62qmp+Ut7mq961uLLEu/wCUubZPRSReXWrIC/UeezfsU/Lr1RXP/G8iZHnM/658K++6dGd4iUo5hwl1M7beYvHAFwU31Tulf4n8VavxVcwdc+tjglK83iwMN+WW6AR+Pwot/3j487p/rlWb8VnvmlHzYnUo70CBzZVdkdZs+9wi83nFv98qzbCvmMT1hEynXwkcpi+My3+VnFi02Y1bQuuJFiG3Sy1TwrzeJnf+9HRJz6mvLf89I/gef9JvSsqn55jjvbz98y8Pjcd88VKdp2te+cePY7y3/PphfDHz4KPaurX57jzvbLffdPjawQmcvubfDkT+DVf1X+ezr74AP3LWym5fl0r4Clx8P+B6q/75BRzUoz2Hsv7Pg+vOB3ymsnLYpEa5OowFRzVGasNvuX1pKdgJ//I5z4ct/8UoneNYvrED6bYgy30Sygski3/V/o7C9p2ilT1zKIJWpTpo6lkGn9GFay0gxu+7++g2GxSjwMitOl5zONLYc0h1982c8Y+5IPNrokU4rzvajPipRj3/1+nqrnv3fhMyfXQjTup/BvcUpWwu7wY/Dwt+Dc3yq/c209FDs8KlmR+TgHP/s0bDivNu32CxUNrnTz2caWQ5rDzz7j+548P0QXjeCT7jY4DytZCbvDOwHnR/eEia5KpVyZMT+M/tTX1KY5Z6EiUT8EtQ2uSqUKDj0KJ7zANwOFSTQBOSUr0mjF9vRqDNWspsmaFV2VyjyKdzeOdzW2HDOJJtriqlSqIDsRvvMwtE0MK1kJu+J9KOJl3Pytnib7rOiqVOaRKyYrIYth8J0e2+CqVKogm5qauypM1AwkoVA80YftS6L2finX5I3fQhbDEFyVKuGWMuQmwplwR+Nt0RyvZCXswlqzUhyG1wZfElmkMNesRJNKuKU8Ya1ZiapmRcIgtDUrGrosZQpzzUosoYRbyhPmmpU2OA/Pm6yY2dVmdsDMHihZt8zMbjazHcGyP1hvZvYZM9tpZveZ2Tkl77ks2H6HmV1Wm8NpQdkUYFOjb8Jishmo9b8kskihrllpj86Jskj5HBRyIU24VbNS9EXgomnrrgRucc5tBm4JngO8Btgc/FwBfA58cgN8BHg+cC7wkWKCI/PITUCsI1xDPmGqGagNviSySJNNmSE80StZkXJMJtwhjeE26CQ+b7LinLsNGJi2+mLgmuDxNcAlJeu/5LzbgT4zWwtcCNzsnBtwzg0CN3NsAiQzyabCe0UKqkKX+YW1KROUrEh5lHA33EL7rKx2zu0NHu8DincZWwfsKtlud7ButvUyn9xEeE/yoM6JMr+wdhIHX4XeBlelskiTCXcIY7g4os25RpekphbdwdY554Cq/ZXM7Aoz22Zm2w4ePFit3TavsE5EZKZhn3NQHJcoTmwY1qS7Da5KF0IxXCIb4magYpN8IdfYctTYQpOV/UHzDsHyQLB+D7ChZLv1wbrZ1h/DOfd559xW59zWlStXLrB4LSSbCucXBIITvWpWZqI4LpELcc2KEu5ZKYZLZENeswIt3yS/0GTlBqA4oucy4PqS9e8KRgWdBwwFzUU3AReYWX/QsfaCYJ3Mp9jBNoyiGvYpZciGuM+KZrCVcoQ64W6PaSRi821gZl8DXgasMLPd+FE9nwCuM7PLgaeAtwab3wi8FtgJjAPvBnDODZjZR4G7gu3+yjk3vdOuzCT0NSut/QWRKsiFdPg9KIalPGFPuKHl43jeZMU59/ZZXnrlDNs64H2z7Odq4OqKSie+ZqVrRaNLMbOYTvRShmK/q7ANv4e2mf1TFikX8tFA0PK13JrBNuzCOnQZdFUq5cmlQtyU2R6zf8oihbmD7WQzUGv3H1SyEnZhHboM/kvS4tm8VEGYmzJjimEpQ7FmJYxJdzTuly3eUVzJStiFuWYlptFAUoawdxJXDMt8wlyzEmuPDrZKVsIuG+KalUi85bN5qYKwzhUEGros5Qn10OWgZqXFR7UpWQm7sN7pE4ITfWtPRCRVkA1zzUrcT6bV4rN/yiKF+d5AkSBZKbR2DaGSlTArFHzVXmhP9LGW/4JIFeTS4Y3hyRO9km6ZQy4N2NTImzCZ7LPS2udiJSthVmyDDOP8FBA0A7X2F0SqIJ8ObwxHg9kbFMcyl1wQw2Ecft8mCbeSlTArtqVHw3qiV7IiZchlQpysFO+rojiWOeQz4T4PgzrYSgMVh1SG9kQf10le5pdLhTeGI+1RhS6LFOYYVjOQNFzYkxU1A0k58ukQX5WqGUjKEObaQTUDScNN9lkJaedE1axIOZriRK84ljnk0+HsXAttk3ArWQmz4qyJYf2SRGIt/wWRKgh1FXrxJnCKY5lDmEe0RdvjRoZKVsIs7M1Amv1TypHPhDfhbpOrUlmkXHrq7sZh0ya1g0pWwiz0yYqagaQMYb6RYZuc6GWRcqkQ97sqdrBVnxVplLAPXVYzkMwnnwNXCHHCrWYgKUM+xP2uNHRZGi7XBB1sdZKXueTDXjsYNAO1+EgKWaRciCc2bJPaQSUrYTZ5W/KQtpVGE/4LovuqyGxyYa8dbI+rUlmkXJhHA6kZSBqteAIN+4m+kG9sOSS8Jvtdhf1E39pXpbJI+RCPBopEAVPNijRQ6DvYFkdS6KpUZjHZDBTSE/3kdPutfVUqixTmuYIgGJnZ2udhJSthNtkMFNIvSZu0lcoiTDYDhbRmJaKhy1KGXCq8MQxB/8HWTriVrITZZDNQSL8kbdJWKosQ+tpB9VmRMuQz4a0dBJ90t/hFo5KVMMuFvQpdNSsyj7DfMqJN7qsiixTmSeGgLUZmKlkJsyNPQ6In/Cd6XZXKbI485Zddyxtbjtmog63MZ2S/73vVtaLRJZldG8wmrmQlzJ78CZzwQoiE9GPSiV7m88RPILkE1pzZ6JLMTLWDMp8nf+KXG89vbDnm0gbNQLFGF0BmMbwXDm2Hc97V6JLMLqIJtWQeT9wGJ7xoauRY2Kh2cMFS2TwHR9KYQcSMaMQmH0fMiJphERhL5xhN5ehKxoiakcrmiUWNeDRCNGKMpnJk8wWyeUfBOVb1JolEDOdgIpMnky/gnCMaMRKxCLsHJygU/NxO2YIjXyiQyzvyBUeuULoskC9ALGLEY/73xaMRomZk8wWWdMbJFxzpnN+/AzriUboSUTK5AkfGswyMZ3jF9u+xKr6EWwdX447swzlHIhYhnS0wlsmTzReIRow1Szowg1zev54vOPLOkc87MvkCo6kcmXyB8UyOiBl9XQnyhQIFB2esW8rK3iS5gqNQ8NunswWGU1kOj2bIFQoMTWQZS+eJRYyxjP+b5QuQjEX4jbTj0N5BfnTb40QjRizqP494JHLU81jEiEUiRKP+cTQy9TlEg88wEfN/p4jhj6Hg6O9OTP5dMrkC6VyBTL4AQKHgP5vpP92JGN3J6n3vQ3oGEZ64zS83vaSx5ZhLm9ztUxZoaDcMPAbP+81Gl2R26iS+YA/tHeZX/+nnjS5Gzb008SN+6E7ht79yT6OLcgwzPyfnaxKOJ0cH+fiuhxtdpEnvftFGPvL606q2PyUrYfXEbdDRB6vPaHRJZqdmIJlLUyTcagZaqBOWdfF/33IWhYKvESk4gqUL1vnno+kcy7oTJGMR8gUYz+RY0hEnV3CMZ3L0dyWCq3kjX4CBsfTk7+iIR0nEIoykcnQno2RzjmQ8wuolHRgQiwY1BUHtga8tiEzWGkQjRq7gyOYKZPO+NiAX1HQUawRyBUcsYnTEowxPZMk7RyKobUgdeJzjbzxI9AXv49unn48ZGMZ4JkdXIkZ3MspoOsdExk+Mmcn7Gpll3QliESNSUrsRjxpLO+N0JqLsH04Rj0aIRSNkcwXufGKAXMERjfiaqUQsQjIWoSsRY/WSDmJRIxGN0Nfl47VY7t5izcW/fILNPct44C0Xks87coUCuWINU/A8X3BkJ2ugZn6eKziy+amaqljUAHjmiJ9GIxmLkAh+krEI45k8XYko4GuU8s5N1sacuqa3qvGmZCWMnIMnfgybXhze/iqgkRSLcPvjh/nx9oN0xKI4HMMTOboS0ckTajIWZUlnjFQmz9BElng0gsNXvfd2xCf3Ey+pTj8wnKI7GSMWjTA0nqG/O0HEjLF0jnSuUFJF75exqLGiJ0ksGiGT89XUxZNT8cRVKDieOTLB8zYto78rzmg6z0R2asbiZDRCJOLfEzHoSkTpTMSYyOR5zj3fZ0XHMnYU1tN9eJxscEKMRyMYkCsUGBzP8sjeYdI53wyQzRdI5/Lctv0Qp6zu5cSV3fQkY/6nI0ZvsCxWwz95eIyCc0TM2HNkgo5YlI54lPFMjoGxDMcv66IjHmXDsk4AjoxnyRccy7oTbFjWBbk8q4GxiRSHD4/zzNAETw+Mky84Do+m6YhH6etKMJrKsnc4RSZXIBYxUllfzp5knN6OGB1xX0V+YCSFGazu7Sipavf/eSZjEZ4aGKfgHF3xGEs7Y6RyBXYNjLOkM048YuwdSrF/JM0HLziFM9f31SkaF2Z5T5I3P3d9o4tRWwPfAWDd2RexbtXSqu229DsMsHFF9+J2GI0TdTl6qtjsEjate2TNbPBJGNoFL3p/o0syt6gm1Fqo+3Yf4V9/8jjZ/NR9lcwgEbSrp3P5ydc641F/lZfN4/BXVQA4yBYKR92aKR61o/YJ/mooGfPJjiu5+k1lC/OWMxZcwX3zl3sqPELHz5M/5nuFzfzuZ35W0TsjBgUH9+8ZqvB3Vi5Cgcc74J9/+Aj/cPOt827fm4yRdw7noLcjxngmz2i6/GQ9HvQdKP3bRyNGvnD0Z/bel55U/kFI7TxxG3SvgpXPanRJ5haJt3ztoJKVMNpzt18e/4LGlmM+k31W0nNvJ8e44iUnccVLTgqqYguTtSNFzvmOfwXn6IxHMbNZ9zV9Hy6okvedGqPEozPXzuXyBQ6OpolGjGQ0Siw61UGy2MHOzBhJZdlxYJRkLEJPMkZnIorhyzORyVMs2lgmx3gm75sAhvZy3H8NMLL11fzjprMZz+RJxiLEIj4Rc47J6uQz1y+lOxmbTNSiEWNwLENPR8w3I6RyjKaDn1SOkaBDJsDK3iTLe5LkC47uZJRkzNdwFBOyiBkjqRwPPjNEX1ecZd1JBsczjKVzDE34k3vhuxFefUo/J5x+Fsu642xe1Us8GiGbL5DK5umI+2rudX2dk7VI0//+6VyeZCxKwTkMcEzVThWr4UfTOVYv6Zis+Tk0kmFpZ5ylXXFckHEWa5c6g98pDbZnGxx/Hszx/QuFaNzfEqCF1T1ZMbOLgE8DUeBfnXOfqHcZQm98wC971zS2HPNJ9PhlerSx5Whivl392P+YzGzyP8lK92FmRA2WdsXneBfEohHWLu2cd/+9HXHOOb6/rLJM2r8XgFNP3syppx1X2XuB/u6pCbiSPVGW9yxuBtw5289/2MuZq6KcucAmjWjE6Er4U2mUqf/Upn98pcfQlYhx/PKp028xGU3EfH8FCYnxgfCfhwGSvX5erhZW12+FmUWBzwKvAbYAbzezLfUsQ1NIBdXfySWNLcd8Ovv8MnWkkaWQMCrGcEf12vlrpnMpTAw2uhQSNoUCpIebI4Y7+mDiSKNLUVP1TuHPBXY65x53zmWAa4GL61yG8EsdgXhXxdM7Z4L5AkpNf74Qg2OZmffT0eeXLf4lkQVopmSlDU70sgCZUXCF5ojhzr6Wv2isdzPQOmBXyfPdwPMr3cnQtVeQ3P0/ONxk50LnwE/r43vglypuF4n4lvaC35jS/34Lk/8Z+23MmBymZkHbvQvawItt+b7DomN6a2ZxyB74dmvfd664nEogDKMQlM3w5cPBktRuDsdW8cdfvIt0zo86KE7Ek84VjumMBz5R2TecIhGL0BkM9xtN5Ujn8izvSU6OAPHHZkQivr9Bf1eCvq44B0fSDIxlpiZOihjpXJ6xYPTHko4YyZJ67WjQ1HAbESZ+8EnGb/0nkrEIvR1xZmjWr6/fvi38J5htV8PPPt3oUtTO4JN+GdZp9kt19vnRd58+q9ElmfIrfwcnv7LRpZjb3nvhuhBPWrlYxYS7KWK43ydXYYrh5/wavPSPq7a70HWwNbMrgCsAjj/++Bm3+e6+pSSGZn6tGRU75E0938i2jpeyfyRFMhYlEY3Q3R0LxrhHj0nGwCciy7rjRMwYGMvggP6uuO/wGIxemFr6BC6VzZPJOUbTWY5f3s35m1fgHJPj7JPxKN2JKF3JGANjafKTAxgchQLkneOG/VewcnwHqWye4bEcjEHUfD+H4vh7YHLIajzmO24WikNjnSMaiUzOzZAv+IQQ8+UwjHyhEPxW3z/AJtPD0rkdfBLYEY9yyniOVQ2+ndK8cdx7HGyoOE9vHhueD6tPh/4TGl2S+Z33Puhd2+hSHK1rWaNLMH8MJ3paO4bB17ptaYLK/9Pe6C8QwjSNRF91v/tWjWaCsn+Z2QuAv3DOXRg8/xCAc+5vZtp+69atbtu2bcesf2DPEMMT2clpgYujCqJm7BtOkS+4yVqRiPkai9F0jkLBEQlGGqzq7ZicYAf8MMRoxCgU/PwPmXyBiYyvVZgIhiea+f84R1M5RtI5cnnH8p5EMD2ym5yIKBYxlnUnmMj6ERCnrlni51mIR+iIR+mI+dEAZkZvMoaDYH4JP21zIjimZnProwe4+8lBUtk8339o/+RERi4YYouDIxNZsvkCHfEonfFoUPPkJmuDkrEI2bwfXTGRybOuv5OOeJTB8Qz9XQkyuQIjqRzRiNGZiAYjSPzolYJzDIxluO63X0BshhEwZna3c25rvf8us8WxSKUUw9IKFhLH9a5ZuQvYbGabgD3ApcA7Kt3J6etmr+Jf9OQ6dZKY1h8lGomWPfojrF5+6ipefuoqAP7sdeo3LSIi1VHXZMU5lzOz3wVuwg9dvto592A9yyAiIiLNpe59VpxzNwI31vv3ioiISHNqvo4RIiIi0laUrIiIiEioKVkRERGRUFOyIiIiIqGmZEVERERCTcmKiIiIhJqSFREREQm1uk63XykzOwg8NcvLK4BDdSxOPenYauME59zKev/SOeJYn3NzUgwfTZ91c2qqOA51sjIXM9vWiHtk1IOOrT208t9Cx9Y+WvnvoWMLDzUDiYiISKgpWREREZFQa+Zk5fONLkAN6djaQyv/LXRs7aOV/x46tpBo2j4rIiIi0h6auWZFRERE2oCSFREREQm1pkxWzOwiM3vUzHaa2ZWNLk85zOxqMztgZg+UrFtmZjeb2Y5g2R+sNzP7THB895nZOSXvuSzYfoeZXdaIYyllZhvM7FYze8jMHjSz9wfrm/7YakkxHJ7PWTG8MIrhcH3OLR/Hzrmm+gGiwGPAiUACuBfY0uhylVHulwDnAA+UrPtb4Mrg8ZXAJ4PHrwW+CxhwHnBHsH4Z8Hiw7A8e9zf4uNYC5wSPe4HtwJZWOLYa/s0UwyH6nBXDiuFW+JxbPY6bsWblXGCnc+5x51wGuBa4uMFlmpdz7jZgYNrqi4FrgsfXAJeUrP+S824H+sxsLXAhcLNzbsA5NwjcDFxU88LPwTm31zn3i+DxCPAwsI4WOLYaUgyH6HNWDC+IYjhkn3Orx3EzJivrgF0lz3cH65rRaufc3uDxPmB18Hi2Ywz1sZvZRuBs4A5a7NiqrJWOtaU+Z8Vw2VrpWFvuc27FOG7GZKUlOV//1rTjyM2sB/gG8AHn3HDpa81+bFKeZv+cFcPSCp9zq8ZxMyYre4ANJc/XB+ua0f6g2o1geSBYvwc42cyeNLNfY+oYDwN/YmZvDrYLxbGbWRz/5fiqc+6bweq5jm2mz6+VPtf5tNKxKoYVw9Dcx9oSMQytHcfNmKzcBWw2s01mlgAuBW5ocJkW6gag2NP6MuD6kvVvA34b+EdgLKjGezH+M7sl6NF9AXBTXUs8jZkZcBXwsHPu70pemuvY3hX0RD8PGAqO7SbgAjPrD8ux1ZBiWDHc7BTDIYphaIM4bnQP34X84Hsxb8f3Rv9wo8tTZpm/BuwFsvg2wMuB5cAtwA7gB8CyYFsDPhsc3yA+UF6Gz+g/AOwMft49x+9bFvye1wfPe4L3vKvKx3U+vlrxPuCe4Oe1ZR7b/cDWkn29p5xja4UfxXBZMfwW4O5p6/4AuF4x3PgfxXBZMfwCYLTkJwU8WaNja+k41nT7IRdktg8BceCPnHP/VvLaO/BD0s6c5b0XAF8CzgQ+jh9+9uaZthWplYXGsJkl8f+xvMg593Cw7pfAx5xz36hL4UVY3Hm4ZLs4Pln4uXPuQ7UsbytSstIEzOwHwAuBtc65oQrf+w/4q4FlwJnOucPVL6HI3BYaw2b2OWDAOfdhMzsN+CmwxjmXrlFRRWa0mPNw8P7P4fuCvME5V6h2+VpdM/ZZaStm9uvARnxG/skF7OLzwOnAF5WoSCMsMoavAd4RtMe/E7hOiYrU22LPw2b22/iLxncoUVkY1ayEmJmtAh4E3go8Ejy+2Dn3kzLfH8VfiW4H3gA8zzm3s0bFFTnGYmM42MejwG8BX8Gf7H9ai7KKzKQK5+EX40fonO+c216zgrY4JSshZmbX4Xto/1bw/DeBDwJnlXN1aWZ/DrwG33v9T4DXAS92zuVrV2qRKYuN4eA9H8aPyuh2zp1Us8KKzGAxMWxmG4A78Z1Uv1fzwrYwNQOFlJldgu/d/UfFdc65fwWeAf53sM2vmdmDs7z/ufiRE+8KkpNP4nuKN8UNx6T5LTaGS3wZ35T5ldqUVGRmVYjhV+JnjP26mY0GP/PFu8xANSsiEmpm1omfyOoc59yORpdHROpPNSsiEnbvBe5SoiLSvmKNLoCIyGzM7En85FWXNLYkItJIagYSERGRUFMzkIiIiISakhUREREJtVD3WVmxYoXbuHFjo4shLeLuu+8+5JxbWe/fqziWalEMSytYSByHOlnZuHEj27Zta3QxpEWY2VON+L2KY6kWxbC0goXE8bzNQGbWYWZ3mtm9Zvagmf1lsH6Tmd1hZjvN7D/MLBGsTwbPdwavbyzZ14eC9Y+a2YWVFlZERETaTzl9VtLAK5xzZwHPAS4ys/PwM6J+yjl3MjAIXB5sfzkwGKz/VLAdZrYFuBQ4DbgI+Kfg3jUiIiIis5o3WXHeaPA0Hvw44BXA14P11zA1D8LFwXOC118Z3DH1YuBa51zaOfcEsBM4txoHISIiIq2rrNFAZhY1s3vwU17fDDwGHHHO5YJNdgPrgsfrgF0AwetDwPLS9TO8R0RERGRGZSUrzrm8c+45wHp8bcizalUgM7vCzLaZ2baDBw/W6teI1JTiWJqdYljCpKJ5VpxzR4BbgRcAfWZWHE20HtgTPN4DbAAIXl8KHC5dP8N7Sn/H551zW51zW1eurPsIPZGqUBxLs1MMS5iUMxpopZn1BY87gVcDD+OTljcHm10GXB88viF4TvD6D52f0/8G4NJgtNAmYDNwZ5WOQ0RERFpUOfOsrAWuCUbuRIDrnHPfNrOHgGvN7GPAL4Grgu2vAr5sZjuBAfwIIJxzD5rZdcBDQA54n3MuX93DERERkVYzb7LinLsPOHuG9Y8zw2ge51wKeMss+/o48PHKiykiIiLtSvcGEhERkVBTsiIiIiKhpmRFREREQk3JioiIiISakhUREREJNSUrIiIiEmpKVkRERCTUlKyIiIhIqClZERERkVBTsiIiIiKhpmRFREREQk3JioiIiISakhUREREJNSUr7WR8AIb3NroUIguXz8LB7Y0uhcjiHHwU8rlGl6KpKFlpJ9/+AHz6LLjzC+Bco0sjUrlt/waffR586/2QGW90aUQqt/9B+Oy5cM3r4MiuRpemaShZaSf7HwIc3PhBuPWvG10akcodeBAiMbj7GvjKmxpdGpHKHXjYL/fcDf/yYhg73NjyNAklK+2iUIAjT8HzfxuOOwee+nmjSyRSucEnYe1Z8IL3wdP/A4V8o0skUpmBJ/zyjf8CE4Nw8OHGlqdJKFlpFyPPQD4Dy06EJcfBxECjSyRSuYEnoH8TLFkHOEgNNbpEIpUZfBJ61sDyk/zzcZ2Ly6FkpV0Us/n+jdDZry+INJ98FoZ2+xjuWubXKY6l2Qw+Acs2QWcQw7pwLIuSlXbx9O1+uWqLP9FPDKiTrTSX3dvA5WHVs3Wil+aUS/u+KiufpYS7QkpW2sX4YUgugd41/kSfz0BmrNGlEinf+CG/XHGKTvTSnDJjkEvBylMh3gXRpBLuMilZaRf5DETj/nGXrkqlCeUzfhlN+KZMUAxLc8ln/TIaBzN/Lh4fbGyZmoSSlXaRz/gsHqaq0HVVKs2keKKPJVSzIs2pNOEGfy5Wwl0WJSvtIp89tmZlXOP7pYmUnuiTS8GiOtFLc5merHQtU8JdJiUrzWRoN9zz7wt7bz4z9QVJdPtldqI65RIpVy4Dt/+z72hYqdITfSTi2/wVw9II9/3n1AjLSpQ2A4E/F2c1E3M5Yo0ugJQpPQqfOs0/fvbrIdlb2fsL2alkpbgsnvxF6sE5+Pq74ZFvQ6ILznlXZe8v3kuleKKPxhXDUn+Pfg+++Zuw7rnwWz+s7L2FYrJSPBfHpxIYmZNqVprB4cfgCy+fej52qPJ9lDYDTSYr+pJInWTG4Gtv94nKQk2vQo8mlKxIfd36N/C1S/3jYifvSiiGF0zJSjP42ad9E9ALftc/X0hfk9JmINWsSL098h3Y/l146ZX++UJjGKbiN5ZQwi31M7QHfvwJ2HIxrDgVsMr3Mb0ZKJpUDJdJyUozSI/46cVP+1X/fME1K0pWpEHSw3659T0Q61h4DIO/kSHoqlTqKz3il1suhqXrp+b9qcQxNStqyiyXkpVmkEv5E3z3cv987GDl+yidZ6W4VEYv9ZJN+WW8A7pWLK520IIrWiUrUk+5IIZjHdC9YmF3S1Yz0IIpWWkGuRTEkv4kDws70Y8fhmSPf6yaFam3o070yxcew4meqefqnCj1VBzBVjwXLyiGg2HKxQESUTVllmveZMXMNpjZrWb2kJk9aGbvD9YvM7ObzWxHsOwP1puZfcbMdprZfWZ2Tsm+Lgu232Fml9XusFpMLg3xTv9TfF6JzJjvpLv6dP98MllZwPBRkYXIpQHzsRfrnEpeKrH/AVh92tTzaGJhQ6BFFqIYs/FOX0O4kBjed7/vp7L8ZP88Gtd5uEzl1KzkgD90zm0BzgPeZ2ZbgCuBW5xzm4FbgucArwE2Bz9XAJ8Dn9wAHwGeD5wLfKSY4Mg8shM+m49EwSKV14jsfxBwsOZM/3yyGShX1WKKzCo34WtVzBZWI5LP+Thee9bUukgcCophqZPJ2sGkT5RdHgr5yvax735/I86jht+rZqUc8yYrzrm9zrlfBI9HgIeBdcDFwDXBZtcAlwSPLwa+5LzbgT4zWwtcCNzsnBtwzg0CNwMXVfNgWlYu7U/0sLA2zn33+eWaM/zSDDD/ZROph1zan+RhYTF8eKf/z6IYw+CT90r/sxBZqNKmzIX0+3POn4tLY9iigPOvyZwq6rNiZhuBs4E7gNXOub3BS/uA1cHjdcCukrftDtbNtn7677jCzLaZ2baDBxfQkbQVFTvYwsLaOPfd7+cEWLp+ap1O9DWlOJ4ml5pqxlxQwn2/Xx51oo8o4a4hxfA0k31WOhbW729kr+/nUqzhBn8eBp2Ly1B2smJmPcA3gA8454ZLX3POOaAqqaFz7vPOua3Oua0rV66sxi6b31E1K/GpWRDLtTfI5q1kXgCL6kRfQ4rjaY6qWYlX3gS5717f1r/ilKl1SrhrSjE8TfHWDkclKxWci2dLuEHn4jKUlayYWRyfqHzVOffNYPX+oHmHYHkgWL8H2FDy9vXButnWy3xyEwuvQs/n4MBDR2fzoBO91Fd2YpFNmdPa+kEJt9TXUTUrxWagCuJ4sjn+9Kl1qlkpWzmjgQy4CnjYOfd3JS/dABRH9FwGXF+y/l3BqKDzgKGguegm4AIz6w861l4QrJP5TK9ZqSSbn2zrn5asWBRcoXplFJnLMX1WKm3rv//oK1JQwi31Nb2DLVSWrOy9D5adePR93SxIVpR0z6ucGxm+CHgncL+Z3ROs+1PgE8B1ZnY58BTw1uC1G4HXAjuBceDdAM65ATP7KHBXsN1fOed0b+xy5FJ+qBxUflU6vXNtUSSikRRSP7mUH7IMlc/aOfzMsW394E/0SlakXo7qYLvAZqC1M9Rwg87FZZg3WXHO/ZTZb4Lwyhm2d8D7ZtnX1cDVlRSw7eVzPpAXWoU++KRfFsf1F0ViOtFL/SxmNNBkDJ909PqImoGkjnIpf96MxqaagcrtP+icj+PTf/Xo9cVbRxRUyz0fzWAbdqVVj1B5M1Au7a9AY4mj16u9X+opN73PSgUxXJw0K9519Ho1A0k9TZ9CAspPuvNZwE2NiCtSB9uyKVkJu8lOXQsc9plPT32xSulEL/WUS5c0ZVbYDJQLtlXCLY1UvO0JVN4MVEy4p5+L1cG2bEpWwu6YmpVKr0qzx57kQR1spb6OmSsoU/5EWNNv/lakhFvqKZs6eqADVFizgh9+X0odbMumZCXsSjt1gW/jrOiqNH3sFwSCDrb6gkidTJ9nBVd+/E0mKzOc6JVwS72U1qxEKkxWJmvIVbOyUEpWwm7RNSuZmZuBVIUu9XTUPCsVdk7Mz9IMpIRb6umoEW2VNgPNUjuompWyKVkJu9I7fcLCkpWZmoFUhS71tJjOiblZ2vuVcEs9HdVnpdJmoFlqBydrVlRDOB8lK2E3WX1YOhqoCs1AOtFLvTh3bJ8VWMBV6QwneiXcUi/VSLiP6SSu0UDlUrISdtP7rEQTfhhoufKZo6coL9KJXuqlOGxz+lVptsw4nq0ZSAm31NNMo4GyqfLeO1cncdC5uAxKVsIuO63PyuotcORp/1OOfGbqvaWUrEi95EpuAAew6jS/fOpnZb5/tmGfmthQ6ihbcufwvg2Q6IWnflree2dNVoqTwmkG2/koWQm7yZqV4Euy5RK/fOiGMt8/Swfbzn6Y0N0OpA6KyUZxnpX1W2HJenjwv8t7/+Swz2lx3NkP6eGpeVhEaqm0ZiWWhFNfA498p7zmzNmSlc5+v9S5eF5KVsJuep+VZZtg7Vnw0H+X9/7ZJoXrWQ2j+6tSRJE5TW/KNIMtF8Njt0BqaP7359N+qKhNu+tHzyq/HDtYvbKKzKa0zwrAaZfAxCA8cVsZ7y02ZU6r5e5Z7ZejB6pSxFamZCXspp/owZ/od98FQ7vnf/9szUA9q/0XpNyJuUQWajLhnhbD+Qw8+r0y3j9HDIOSbqmP0poVgJNeAYme8i4cZ5vBtphwK4bnpWQl7CaHLpee6C/xy4euL+P9s3Sw7VkF2XHIjC66iCJzyk7rswKw/nnQe1yZJ/pZmjJ1VSr1VDrPCvj+K6dcBA9/e/6moNmagZJL/PdCycq8lKyEXWbML0u/JMtPgtWnw47vz//+fGbmocs60Uu9ZMf9sjThjkTg2a+HnbfM30l21qbM4lXpvuqUU2Q2hYKP49IYBtjyBt/f5Jlfzv3+2ZqBzHwcjyhZmY+SlbAb2Qcdfcd+SZauh/EyOmXNe1WqL4nU2Mhev+xZc/T6pet9IlJMZmYz2/2tJpMVJdxSY+OH/Yid3rVHr1+6Pnh9nnPxZM3KTLXca3QeLkOs0QWQWez5Bfz8M/DYrbBk3bGvJ7rnP8lD0ClsjmRlRFelUiOjB+HWj8HjP/LPlxx39OuJbr/MjEOyd/b9zDaxYSzpR1PoRC+14hzc+te+MzjMEMM9fpkdm3s/k31WZqrlXgWHH1tcOduAalbC6s4vwCM3wokvhVf9xbGvx7ummojmomYgaZQdN8HdX4S+4+GiT0DXsqNfn0xW5uk3NVvtIGhUm9TW4JNw29/6hPqFvwcnvvzo1+NdfjnfubjYp2W2C0fF8LxUsxJWqSFYsRne+qWZX0/0+C/QfGabwbaz309IpC+J1EpxWPJbvwydfce+XkxW5m0GmuX+VuCvSpVwS60UY/gVfwbPft2xr5fWDs5ltokNwScrEwPBqLdZ4lxUsxJaqSHfU3w2iS5/RTrf0ONcepYZbCPQrRO91FBq2C9na+Ip96p0tmYg0FWp1FY6iOGOWc7FldQOwuzNQKD5guahZCWs0sNzt+PHOv19UeYaMpfP+m1KRxKV6lmlE73UTnrE1wAW738yXXHq8vlqVqbPb1GqZ7UfSaH5gqQW0iN+Odu5OJoAbP77XGUnfE12dIbGjMkmefUfnIuSlbCabQREUbFppzBHslL8Ak0fSVTUq17oUkNz9TWBkjvXznNflOzEVC3MdD2r/b2Hiv+piFTTXDUi4IceRxNzn4fh2DlaSvWq/2A5lKyEVSHrpxifTTFZmatmZabZb0upvV9qqZCdub9U0eRN3Mo40c+WcKujuNRSMZGeK46j8TIT7vliWBeOc1GyElb57NTJfCbFq9K57tY5WbMyWzPQat9OqjvXSi3kc+XF8Hyzf2bnuCrVdOVSS8VEeramTPDJymJqVrpX+qUS7jkpWQmrQr68q9JiNeVM5q1ZWe37tIwfXlgZReZSmC9ZKaN2EGaeObRIV6VSS8WLwblquSPxuc/DMHcMa76gsihZCatCmTUrc53oJ2tWZmvv11Wp1NB8zUDl9LuCua9K1QwktVQ8v84Zx4kymoFSs9dwg0a1lUHJSljlyzzRz9lnpXi32zlGUoC+JFIb+Xn6XRVfm++qdK7RQJPzBWkkhdRAOTUr0ViZMTxLzQro/kBlULISVoXcPCf6MjonFua5KtBVqdRSITfzUM2ichJu54L9zBLDkUhwVaoYlhqYrFmZI44jZfRZme98rvsDzUvJSljls/N06io2A82R0U9eFczyRVMzkNTSvJ3Ey0hWip2/59qP5guSWpnsYDtfM1A5ycoc5/PiyEzNFzQrJSthNdfVJJSc6OdoK50vWUl08/+39+fxktx1vT/+fFf1ck6fffY1mUkyIQuBJAxJ2DGBbIBBQQERgoDxp6B49X4xXq+iiPciXkXxogISDYgsV8BEDIYQgiFIlklCQmaSySxZZiaTOTPnzJy91/r8/vhUn9Nzppeq7upzenk/H49+VPenq6s+1f2uT7/q/Xm/30ViQK9KleZQ0zsYIGZl3oarDfQ63680iVpjKPjTQEHESjXBrfWCaqFipRUxJkSdlWqeleJVaS1FrwO90gRqCu4IvIOg9YKU5hGozkqidsxKELECasdVqClWROQmERkVkcdK2laIyB0issdfjvjtIiKfEpG9IvKoiFxc8pnr/fX3iMj1zTmcDqEoMqqmLoe5Kq1ykiRStUtFK0o9BJ4GasA7CBDvUxtWmoOXA3FtpdpKOPHq9a7Ajum1xmGofeuJLiaIZ+UfgasXtd0I3GmM2Qbc6b8GuAbY5j9uAP4WrLgBPgJcClwCfKQocJQyzM+TNpi6HGSgF1eLwinNoVbqsoi1zaqCO0DMiqM2rDSJWlmZ4FewbTBmRfz3jNpxJWqKFWPM3cD4oubrgJv95zcDby5p/4Kx3AsMi8h64CrgDmPMuDHmOHAHpwogpUghiFiJnbxuOYKIFcfVE0RpDrU8K1C7oFaQmBVx1IaV5lAr7gp8sdLgNFDRvj0vXP+6iHpjVtYaYw77z58H/Ak3NgIHStY76LdValfK4QWcJ4XGr0rF0atSpTnUcn1D7YJaQQW32rDSDGql30OwGxnWEivqWalJwwG2xhgDRJZvJSI3iMgOEdlx9OjRqDbbXgQaoIME2Aa5KlXPSjNQO6b2NBDULqgVaCrTAaNXpFGjNkxA72CQbKAawr0YE6OiuyL1ipUj/vQO/rIYwnwI2Fyy3ia/rVL7KRhjPmuM2W6M2b569eo6u9fmBCrxHFFwouOq67EJqB1Tu4It1L4qDVJBVAV3U1AbpnZWJgSvs1K1sJx6VmpRr1i5FShm9FwP3FLS/m4/K+gyYMKfLroduFJERvzA2iv9NqUcgQoRhfGs6FWpsgzUSl0GP2YlyFRmFe+gzvcrzaIQZBooaIBtkGkgteFK1PgVQES+DLwWWCUiB7FZPR8HviYi7wOeAX7eX/024FpgLzAL/BKAMWZcRP4YeMBf76PGmMVBu0qRILn9gVKXA2ZS1AoOU5R6COJCr1VQK2hGG/hXpVo6SomQIJ6VWhltECLAVj0rlagpVowx76jw1hVl1jXAByps5ybgplC961bmPStByu03WP1TU5eVZlHrzuFQu6BWoKlMX6B4hdqeHEUJQ6DU5SBF4WrFrOg0UC30MqQVCXqnT9DUZaV1CToNVK2gVmjPiqJEiFcImLpcqyhcjTorOpVZExUrrUiQANuoKtiqZ0VpFoUarm8IMA0UcCqzdF1FiQqvxg1lIZppIPH/ilVwV0TFSisSxLNSNPxqA3QhqGdF1bzSBIKkLjux6gN0kClR9awozSLINJATqz4OG1M7fksFd01UrLQi856VBo07P2cH8lolz/UEUZpBkNRlcatPAxXv+RPvrbyOutCVZhGkgq1Tw4YLWcBArKfyOiq4a6JipRUJcm+gIG7D3BzEU9X3pTUqlGbgFQATrKBWNZERRKzMnwsqVpSIKeRqpy4XvYOmQm3U4s0Jq43F6lmpiYqVViRQISwJdlVabZAHLVWuNIf5W0bUGuid6jacT9tlkIFeRbcSNUE8K7VqpOSKNlxNcGudlVqoWGlFCkEH+hpzpUHEinpWlGZQCFDYEGrHrMxflQbwrKjoVqImSPp9La+I2nAkqFhpRYJUsIXac6W52WCeFVXzStR4ATLaIHjMSizIVakO9ErEFIKk3xfFSgU7DhR3pVOZtVCx0ooESV0G/6q0xnx/EM+KBiYqURMkE634flXvYICrUp3vV5pFIM+K/34lsayCOxJUrLQiQeqjgHUd1prvrxVg6zh6gijREyRIHGrHTBXn+wNlUqjoViImSOqy1PCs5MNktOlYXAkVK61IIehAX+OqdO44JAeqb0OLwinNILB3sEbM1NxxSAwsuMkrbQPUjpXoCZS6XKx5VUEszx23y2pjsXpWaqJipRWZz6RoIGbF82B8P6w4s/o2RD0rShMIktEGtWNWxvfByjNqbEOrfypNwgtw1+X5e1NVsOOxfXa5ooodq+CuiYqVViRwgG2VTIqpw3a+f2UNsaKpy0ozCJy6XMM7OLYXVp5VYxs6DaQ0iSB3Dq8VszK2D/rXQs9g5W3oVGZNVKy0IoWAnpVqUzhje+yy1kAvmg2kNIHAqctVbDifgRPPBrNhUNGtRI8XsAozVPGs7AkguDV1uRYqVlqRIPdDKb5fUazstctV2+rfhqLUS5gA20pXpONPWSG9MoANg04DKdETKHW5xn3agngHNWalJipWWpEwBbWqzZPGUzCwvvo2NGZFaQZBvYNVbdgX3LWmMuevbNVDqERMmNTlcmJldhxmx4JPZeqFY0VUrLQiRYNtJJNibK8d5EVqb0NPECVqAqffB/AO1oy70gBbpUl4QTwrVexvfL9dqmelYVSstCKBXehVghODuB5By+0rzSFoBdtanpW+NdAzVH0bWqpcaQaeZ6chA6cul7HjecFdS6wUbVi9g5VQsdKKFCPQa3lFxCk/QOezcPyZ2nP9oOX2leYQJsC2kv2N7a0dcwV6Vao0h6Cxg9UCvI/tse+PbKm+Dc1oq4mKlVYkyDwpVL4qPf6012PasQAAcDNJREFUHbiDelZAFb0SLUGngarVCipOZdZC5/uVZhDmtidQ2bMycjrEEtW3obWCaqJipRUpBKiaCJVjVoK6HkFPEqU5zA/0dcaspCdg5mg4wa02rERJmBvKQnmvyNi+gDYslT3lCqBipTUJUjURKntWZsfssn91gG3ofL/SBIJWsK1lw31rau9LXehKMwiT6ACV7TiIDYPGD9ZAxUorEqQQEVS+Y3Iha5duMtg2QE8SJVrC3DLCFMCYk9uLnpla7nPQqUylOQS9R1u1mJVCNpgNg2Zm1kDFSisSpBARVJ7vDzrXWtwG6EmiREuYm3HCqV6RecEdYKDX1GWlGYTJaIPKY3EQGwatJl6DAHMNypLj5WpHoEPlmJUwA716VpRmEDT9vjTtuNTm67FhFdxLivG9YbIoa9EYw4nZ3EltiZhDT9wl73kUPIMxYErWN/jONQMG+37eM0ymc0yl88xm83geTKVzpPMF0jmPTK5AOu+RztnfPe46JGMOIoIxBs8YPAO5vMfTY7OsH+rBcYSBZIyC//6h43NsHOklm/dIxlwGe2MUPEO+YOibfoa3Af/2k1EeP/IEPXGXZMzuIxl36Yk7JGMua45PsB3Ydeg444Vj5DyPQsGQ9zxen8+wfyzDIw8eJF/wyHuGfMFj1UCShOvgiNhwFYFXIxwem2L/k0c5OpXBERjqjTPQE+eFGwdJJbr777q7j75VKQScBqo03x/qqlRd6EoTqCuTosRe6/EOquBeUh4+cIKf/Zv/whGIOQ6OY5fTmSp30W4jzpRDvC0J39k9xref2E/eM2XXu1D28q9J+MS3d/J972R73ZvM8h9PHOfPH3uk5v5+nDTcueswf/jo/ae8F3OEvmSM3rjL+RsGWTOYZHIuz9ZVfWxd1YfrCGeu7mc4FWc2W2BsJkMm7zGbKTCdydGXjJFwHU7M5ZhO55nLFUjnCgz1xpnO5Dk2nWEmU2B0Ko0jQswR0jmPibkcE3M5RGCwJ+4LQEPBM8xlC8zmCmwc7sUzkM4VbFs2z0y2wG9cvo0PvS5A6YGAqFhpRbxcsEG6UiZFmIFes4GUZhA4wLaC0FDPSsuzbrCH37hiG55nyHsLf2InZnOMzWR47dk2wN8A2bxHOueRzts/SMFPgMF6ZYrOGREpeQ8SMZfVA0mSMYdcwWPNQA/9PbF5r0ZxKUC24JErWM+N4wiOCI5YD81spsDawSQzWfuHmkq4ZPL2z3j9UA8Ax6YzJFwH1xFijkN8bBd8Hv7P27bz1y+6lnzBI5MvPgpk/ONxnhuAW+F3rtrGB05/Ga4jxB0HF4/Y33u88+Vncd2lP0XMtSLAcYTRyQyesR4kz/cs9X0pyRu2rOGCl72c6Uye/mSMmCOMzWR48JnjTKfzTGXy/GDPMcxBmJzLkS1Ec5E5korTl4yRyXukEi6DPXF64g7rhno4d/0gM5k8ec/gCLj+d9sTd5nL5ZlK50nGXHoTLr1xh964y8Hjc2xd3RdJ34qoWGlFvELw1OVKQV1OvHZRueI2ivtUloydz03w8LMnKHiG0ak0I6kEqUSMuCusGkgSdxzGZuyAlsl5PPH8FCv7Eoz0JYg5wrPjswz2xknnCmwY6mWw9+RTWUSYyeTpjbsUjGF0MoMB4q4wkkrMb3c4FWewN86MfzU81BtnKp1n3VAPyZhDtuAxmy1gjCHmOCRiDgM9MfqTMXriLkenMuQKHhtHeknGXIwxZAsesXwOF8pmtY1OpRmdzNATd+ibyrEeODQ+helZmAYampllAMBNYIxBRPA8w1Qmz5HJNDOZPKNTGTYO9+KOz3Au8PCzY5yIjRJ3HeKu4DrCweNzXLDJVsDNFTxyeTP/p1Z8nJjNkcl79MStcHfEfvbYVIaBnjh9ycpTskcmM4xOpUkl7FWvI5BKxMh5Hp6BnphDwb8i7++JcWI2x+hUhn5/m3HXYbAnzjPjs8QdIRl36E3EeO3Zq9m8IlWPaS0ZG4Z7+a3Xn73c3Zinx3HpiZf/rQZ77Hjan7S2C9CXhBV9C2J408ii7/uE/d2SCZuoEHMdYq5D3+K8BTMMwLlrUrBlxUJ7Lg3AioE+Vqw8edur+sskP7gxVvfFWH36yClvXX7O2lPajDE8N5GmUDCcmMuy7+g0+YIhlYgx2GuPU0QY6LFTW+lcgeHeBEO9cXoSDgnXYWIuRzbvsWaw59T+tBgqVloNY2D08WC5+dViVgIHdalnZTm4+8lj/Ol/PLHc3YgUR6DoKf947A7e4PZyyR//gDwOXvEKcpEn/d3u03w0Dm/8q//kOIPz7Vc4D/L5BPzsZx7gofzRU7ZfyhY5zPeTcPM9+/nXux9o1uEtKX//7u0tL1Y6nqP++Tmwrvp6UXgHIXSdFRFh43AvAKeR4kWbhgN/tshwKmDfWgAVK63G4Ufg+FPwqt+qvW61mJUgU0BQEmCrMStLybtedjpvuXgjriNMZ/L0JWPkC4ZnxmY4MpVh7UCSkb4E2bz1fsxlCwz0xHEExmaypBLWPT6VznN0KoPrnOxFK3iGZMyZn2dPJVyGexOk8wWOTmXoTbhkch5HJtMkYw49CZcjE2kSMYdHDpwglYyxbrCHRMy6dR1H5t3gU+kck3N5MvkCawZ6yHkez52Ym3fpO16ONz/4EPtGXsv1Z5yFI8y75BEhkytw9toBYq6wad/j8BP4ozeeQ7pnle28AfeJp2AfXHvRaZzvns6JuRxbVqYY7ImzdqiH3rjL2HSGnrjLmsIa+Bb8xuVn8J4XvML3oHhkCh6PHDjB2sEeUgmXhOtYr0vMel6KrxMxh1TCnQ/6LE5n7DkyzYbhnopX62Bd4ltX9VHwDDMZGwsA9ppj1p9uKP4205k8jghnrOpjNldgci5HzBHmcvY3OXf9IAaYTudP8ZQpy8Bj34ChzbDhourrVcoGmp+OD5G6vFjNK/PoGdFq7PymNf5z3lh73cENsOtWOHEAhjcvtIfxrBTXy2fD91Wpm1J39MoSl/C6odru2FKXbSoRY20IF+4Q8ZPWP2/D4CnrXHHuqS7nUOy5A+6b5PzXvYfzX3BO9XV7Xwg/gZ8e3g8vLPlTSK6FffD+15xT+/5AE3ZxxkgcNg+f9NZPvSBgQa4ynL12IPC6cZeqomYxpb8/wOkr+056T1lm5o7Dvu/BZf+/2tPpfavttPvTP4QXvmWhfd6zEvDC0Y1DIVNff7uAJa+zIiJXi8huEdkrIjcu9f5bGmNg5zfgjNdCakXN1bnkV+zynk+e3F7IQSxAQThYuKNteiJwNxWlKju/CckhOPOnaq+77fWw6gXwn392ckZaGBe62rASNU/cZhMdzv+Z2uumVsBF74SHvwgThxbaw04D9QypDVdhScWKiLjAp4FrgPOAd4jIeUvZh5bmuYfgxLPBThCw3pRKJ0lQNd/rB3Olj4frq6KUI5+Bx78F57whmGB2XHjNh+Ho4/D4rQvtYQb6RJ+9sp1TG1YiYuc3YPg02HBxsPVf+Vt2Kv2Hf7nQFnYaqHcE5k6E6WVXsdT+xkuAvcaY/QAi8hXgOmBXqK3c+VE49GD0vQuBATw/HmAuZ68IHVmYciwYMz937vhz1sYveERJQSTP/4AxsHJ6NwmJ8akD29j7+ENMzuVI+HPqIjb9L5P3GE4lSPlZHpvlp/lg4YtMfuZaCv0byBc81ozdz+HkVj5y8wNk8jbjIZv3yBUM0xkb4zCdybN6IMn58cP8IzD69Q/jDq5luDd+SvxD2/G2f4JkcBf+svDY1+GhLyx3L6Jn8jnITAQX3GDX/f7H4bb/Dx78B9v2/E/sMh5giksEeofh0a/Bcw+H7nJL8trfhdMuW+5eVOfobvj2h5e7F9FTyMMz98ArPhQsoxLsnZUv/AV48B/h2JO2bep5u0wEDJTuGYYDD8AXrgvb49bknDfCJb8c2eaWWqxsBA6UvD4IXFq6gojcANwAcNppp5XdyP17DjM4NgrYSoOlufmJmM2T9zybd2+MIZv36OuJLYgEP6/dM8wH/xmYL25UKiCMLysyefuHL9igupxn5lMSo+J51vDNws/y1XvHSMYczljdT8Ez88eRjLl4xvD02AxzWY9svmCzLJx38Krp+2H6GADPcDbfMD/LcyfSJOMOcceZT4s9fWWKwd44cUfI5D3m0gPc++zLic8cw8wcIxV3ecG6gWUXLMZAwfPsb+v/RrU/YytWOsZjueVWTTsu5CE3t8S9WgJ6R2D7++CsK4J/xnHhmj+Fu/9s4TtZeRZc9qsLnr9avOQ98NTdnfOdtkApgZo27BU65/tezAveAJf9WrjPvOZ34PgzC99JzxC86G1w5uXBPn/+z8DU4c75TsslfzSAmCWMPhaRtwJXG2Pe779+F3CpMeaD5dbfvn272bFjxynt//u2x3nk4Alijs0TXzto3c2jUxmeOzFHzLGCZc1gkp6Yy7Pjs6QSrs2Td2wNheJjOp3HMwbXEUanMnieoSfuEnNlvhRyzBHWD/XSn4yRjDtk8x6OCNvW9BOPOcxmC6zqTzCcStg/WISh3vh8TYq+ZAxX/CJFzkIdBxFIuDatM+4KiZgVFk4dQuHg8Vmm0nmGeuMMp+KhSzOncwVu3/k8v/W1R1jZl+DM1f1ce8E6rrtoIwl3oVZENu/R3+MfjyM8OzbLvqPTZAsee45MsW6ol1zBlsI+bWWKnpjLM+Oz7Bud5th0hucm0kyn82R9b48jNqj0qWMzTKVtIaTpTJ5M3jtJDPYlXDzDfPZEwRhijiAi8+sVl4/+4ZXzdRVKEZEHjTHbQ3+5DVLJjhUlLGrDSidQjx0vtWflEFCStsImvy0Uv3vtuZF1qFM4paBRSHriLtdduJFUIsa3Hn2Onxya4Pdv2cnv37Kz4mcSMSvcgm3fYfVAkjUDPWwYtimxCdem1j53Yo4LNg6zeiDB2HSWwd44aweTrOxLznu0TsxlyeQ9Eq4znw5a8Mx8wbL+nhjJmL13R9zR+3MqiqJ0EkstVh4AtonIVqxIeTvwC0vcB6UKrz9vLa8/by3GGH64d4ydz01QMIZ0zpu/iddkOo8As9k8m0ZSvHDjkF+iWkjGHPp7YngGDp+YYzZbYM1gkrPXDNTlMVIURVGUJRUrxpi8iHwQuB1wgZuMMZUv3ZVlQ0R45bZVvHLbqrq3UayuqCiKoiiNsOTVh4wxtwG3LfV+FUVRFEVpT3RyX1EURVGUlkbFiqIoiqIoLY2KFUVRFEVRWhoVK4qiKIqitDQqVhRFURRFaWlUrCiKoiiK0tKoWFEURVEUpaVZ0nsDhUVEjgLPVHh7FXBsCbvTLPQ4lo7TjTGrl3qnVey4Hb6zIOhxLB2tZsPQHt9bLTrhGKB9jiO0Hbe0WKmGiOxYjht6RY0eR/fSKd+ZHkd30wnfWyccA3TOcZRDp4EURVEURWlpVKwoiqIoitLStLNY+exydyAi9Di6l075zvQ4uptO+N464Rigc47jFNo2ZkVRFEVRlO6gnT0riqIoiqJ0AW0pVkTkahHZLSJ7ReTG5e5PKSJyk4iMishjJW0rROQOEdnjL0f8dhGRT/nH8aiIXFzymev99feIyPXLcBybReQuEdklIjtF5EPteiytSCvbMHSGHasNNxe14SU5BrXhIsaYtnoALrAPOANIAI8A5y13v0r692rgYuCxkrZPADf6z28E/tR/fi3wbUCAy4D7/PYVwH5/OeI/H1ni41gPXOw/HwCeBM5rx2NptUer27Dfx7a3Y7VhtWG14dY4jige7ehZuQTYa4zZb4zJAl8BrlvmPs1jjLkbGF/UfB1ws//8ZuDNJe1fMJZ7gWERWQ9cBdxhjBk3xhwH7gCubnrnSzDGHDbGPOQ/nwIeBzbShsfSgrS0DUNn2LHacFNRG14C1IYXaEexshE4UPL6oN/Wyqw1xhz2nz8PrPWfVzqWljpGEdkCXATcR5sfS4vQrt9J2/72asOR067fSdv+9t1uw+0oVtoaY31ybZOCJSL9wNeB3zTGTJa+127HokRHO/32asNKOdrpt1cbbk+xcgjYXPJ6k9/WyhzxXXH4y1G/vdKxHAI2i8g/icg/lLQjIq8RkbHi9pqJiMSxJ8iXjDHfaORYyrR3M+36ndTz27/bt+H5drXhjqBdv5O2G4vVhn2WO2gm7AOIYYODtrIQ2HX+cvdrUR+3cHJQ159xcjDUJ/znb+DkYKj7/fYVwFPY4LUjwGG/rQcbYPWeJTgGAb4A/OWi9nqPZcR/PAWsWO7faJnto+Vt2O9nFHb8jG/DP+P/9uvVhtv/0WU2vGxjsdpwyTEvdwfq/AGv9Q1lH/B7y92fRX37sm/QOey84PuAlcCdwB7gu0Uj8Q3q0/5x/ATYXrKd9wJ7/W0dBfqA/w18O0Affgc7rxnzX/8qsBPoCXEcr8S6Fh8Ffuw/rm3wWPYCv7Tcv1ErPFrZhptgx8Xt/EoIG34MeFPJ6zj2brIXqQ23xqPLbLjesfjfgOmSh0cIgaM2vPDQCrZtgIh8HTtYvwK40BhzQEQeBT5ujPnnMus7wPeB7wFfAu4HLjfGPLx0vVaUBeqw4Q8DLzHGvM1/fR3wMWPMBUvZb0UpJawdL/rsNcDngUuNMQeqraucioqVNkBE1rJw9fJXAT+zBXgI67r8gjHmfzevh4pSnbA2LCIbgN3ARmPMpIj8C9al/Ykmd1VRKlLPWOx/7mzgHuBnjTH3NKt/nUw7Bth2HcaYI1gX+M4Qn3kauAs7Z/vppnRMUQIS1oaNMc8BPwTeIiLDwDVYL6GiLBv1jMUiMgTcAvxPFSr1o2KlQxGRNwAvw85r/tkyd0dR6uFm4BeBnwN+ZIxpr+wFpevxp+T/GbjLGNOxd0ReClSsdCAisgr4e+D9wPXAm0Tk2uXtlaKE5l+x5dI/hM2IUJR240+wAbkfWu6OtDsqVtoU/6ZW76zw9meBW4wxtxljxrBR8H8vIiuXroeKUp0aNowxZg5bX2Ir8I1K6ynKclLDjt+BTSE+LiLT/qOizSuV0QBbRVFaFhH5A+BsY8wvLndfFEVZPmLL3QFFUZRyiMgKrFfwXcvdF0VRlhedBlIUpeUQkV/G3njt28bePVdRlC5Gp4EURVEURWlp1LOiKIqiKEpLo2JFURRFUZSWpqUDbFetWmW2bNmy3N1QOoQHH3zwmDFm9VLvV+1YiQq1YaUTqMeOW1qsbNmyhR07dix3N5QOQUSeWY79qh0rUaE2rHQC9dixTgMpiqIoitLS1BQrItIjIveLyCN+pb4/8tu3ish9IrJXRL4qIgm/Pem/3uu/v6VkW7/rt+8WkauadlSKoiiKonQMQTwrGeByY8yLgQuBq0XkMuBPgU8aY84CjmOLN+Evj/vtn/TXQ0TOA94OnA9cDfyNiLgRHouiKIqiKB1ITbFiLNP+y7j/MMDlwL/47TcDb/afX+e/xn//ChERv/0rxpiMMeYpYC9wSRQHoSiKoihK5xIoZkVEXBH5MTAK3AHsA04YY/L+KgeBjf7zjdjKk/jvTwArS9vLfKZ0XzeIyA4R2XH06NHQB6QorYDasdLuqA0rrUQgsWKMKRhjLgQ2Yb0h5zSrQ8aYzxpjthtjtq9eveQZeooSCWrHSrujNqy0EqGygYwxJ4C7gJcBwyJSTH3eBBzynx8CNgP47w8BY6XtZT6jKIqiKIpSliDZQKtFZNh/3gu8HngcK1re6q92PXCL//xW/zX++98z9gZEtwJv97OFtgLbgPsjOg5FURRFUTqUIEXh1gM3+5k7DvA1Y8y3RGQX8BUR+RjwMPB5f/3PA18Ukb3AODYDCGPMThH5GrALyAMfMMYUoj0cRVEURVE6jZpixRjzKHBRmfb9lMnmMcakgZ+rsK0/Af4kfDcVRVEURelWtIKtoiiKoigtjYoVRVEURVFaGhUriqIoiqK0NCpWFEVRFEVpaVSsKIqiKIrS0qhYURRFURSlpVGxoiiKoihKS6NiRVEURVGUlkbFiqIoiqIoLY2KFUVRFEVRWhoVK4qiKIqitDQqVhRFURRFaWlUrCiKoiiK0tKoWFEURVEUpaVRsaIoiqIoSkujYkVRFEVRlJZGxYqiKIqiKC2NihVFURRFUVoaFSuKoiiKorQ0KlYURVEURWlpVKwoiqIoitLSqFjpRuaOw65bwZjl7omi1Icx8JN/gdzccvdEUepn//fhxLPL3Yu2QMVKN/K9j8HX3gXP3rvcPVGU+jhwH3z9ffDvv73cPVGU+vAK8IXr4C8vWO6etAUqVrqRI7vs8ugTy9sPRamX0cftUm1YaVfGn1ruHrQVKla6jbF98Ox/2eezx5a3L4pSD/ks/OjT9nmib3n7oij18sNPLjzXKfmaqFjpNr7z+5Dot89nVKwobcgDn4OxPYDA7PHl7o2ihOfQQ/DwlwCxr9MTy9qddkDFSjdx4lnY/e/w8t+Aka0qVpT25L6/gy2vgoveqd5BpT25/3PQMwTXfMK+nh1b3v60ASpWuoli1PnmS6BvNcwcjXb7fzhkH14h2u0qSpFCHiYOwWmX+TZ8LFoX+t++0trw2L7otqkoiznxLKw5D1acYV9HORY/8Hlrww9/KbpttgAqVrqJiUN2ObhxYaCPCs9beH74x9FtV1FKmT4CpgCDG6wNezlIn4hu+0d+Ypf3fza6bSrKYiYP+ja8yr6OUqzc/j/s8pZfi26bLYCKlW5isihWNkD/GjvwR0W+pN7FwR3RbVdRSpl8zi4HN0H/Wvt8ejS67Yvr7+dQdNtUlFKMsXY8tLHEhiMci1/083bpJjrKy11TrIjIZhG5S0R2ichOEfmQ375CRO4QkT3+csRvFxH5lIjsFZFHReTikm1d76+/R0Sub95hKSeRnoB8xp4gPUOQ7IeB9Xa+P5+NZh/ZmYXnP/hzmI54iknpbvJZmDtxsuAeWGefTx2Obj9Ft/wT/w5P3xPddhXFGOvNnh2DQnbBwy0OTD0f3X6KgruQhXs+WX3dNiKIZyUP/LYx5jzgMuADInIecCNwpzFmG3Cn/xrgGmCb/7gB+Fuw4gb4CHApcAnwkaLAUZrIvrvg46fB5y6H5x62JwjAiq12uec70eynKFZe9kH7p3LrB6PZrqLMjsPHVsMnXwi7/tW2DW6AkS32+ZO3R7ev3Cycd50NQP/6+60tK0qjGAMfPx3+7Ey486O2bXADuDEYPh323GHjsaIgO2O3+cK3wF3/q2M83TXFijHmsDHmIf/5FPA4sBG4DrjZX+1m4M3+8+uALxjLvcCwiKwHrgLuMMaMG2OOA3cAV0d5MEoZ/t977PLIY3BoB6RW2tfn/wysfaGtABrFgFxMvdt8Kbz8g/Dkf5zsbVGUeinGj2SnYOc37fPeERjaBNvfa7ODDjzQ+H48z9px/zq49s+sx+bA/Y1vV1GOPgEZf4x8yP/bHNxgl1f8vo3zu/dvotlXegKSA/DGvwTHhV23RLPdZSZUzIqIbAEuAu4D1hpjiv7X5wF/8o2NwIGSjx302yq1L97HDSKyQ0R2HD2qUwkNM7gBUqvgZ//evs5M2qUbh+v+L0w/Dw/+Q+P7efZHdrn+RbDiTPs8yliCNkPtOEKKQvg3f7LQJn59itf9kZ33/8+PN76fI49Bdho2XAgrfRueURtWG46A8f12+QtfW2gb8b3b5/8snH0NfP/jjceYFPL2VhTrXww9g9C3Jvqsz2UisFgRkX7g68BvGmMmS98zxhggkvxBY8xnjTHbjTHbV69eHcUmuxdjYOKg9aJsfqltO+dNC+9vuMjOmR5/uvF97f0urDzLuub719i2LhYrascRMv6UTfMcPs2+XnP+wns9g9abd/yZxvez97t2eebldpCHaGMJ2gy14Qgpltbf9FJYf6F9nlphlyJw1hWQm2k8Q/O5h2x23FlX2NdRJ1IsI4HEiojEsULlS8aYb/jNR/zpHfxl8Z/pELC55OOb/LZK7UqzOLLTelJWbbMi4kOPwqsW3fjNTcKD/2grKtZLbs4GI571Ovu61w9F0qqMSqPk5uwAvPIs+/q/74X3LYqzGlhvK9o+8pXG9rX3Tlh7gQ3cTaTsuaE2rETBsz+C3hV2bHzPv8N/33Py+wPr7fKbNzS2n7132oDdM37Kvu4d6RgbDpINJMDngceNMX9R8tatQDGj53rglpL2d/tZQZcBE/500e3AlSIy4gfWXum3Kc3izo9Ccggu+Dn7euR0cBb95IP+SfLA39e/n2f+C/LpBbEST9llTmNWlAa5/7P2yvASfxDvX22z2UopZvB881fq309mCg7cu3BFClaw5Gbr36aigA1wfeJbcOmvWC9Ksn/B+1xk7Xl2uf/71hbrZe93YcPFC16bRAqynWHDQTwrrwDeBVwuIj/2H9cCHwdeLyJ7gNf5rwFuA/YDe4HPAb8GYIwZB/4YeMB/fNRvU5rB0z+EPbfDq/7bguGW4x1ftUvjVV6nFk/dbXP6T3+FfZ3wxUqHnCTKMjF3HH7wF3DW62Hrqyqvt/291v6KV6f18Oy94OXtFFCReJ/asNIYxsAdH7HT7S/7QOX1Vpxhp+vBZr/VQ2bKeiEX23CHXDTGaq1gjLmH+bstncIVixv8+JWyv4ox5ibgpjAdVOogMw3/eC3EeuGSGlebfSth3YvsH0O9TB22fxRFkRL374SrV6VKI3z2p+z8++s+Un09NwYvfT889MX691UsNlcMrAX1rCiN872PwTP32HsAJQeqr/vCt9pst7nj1gselulRe9F5ig3PVf5MG6EVbDuR5x+1y+3vXRAQ1egdaSywa3b8ZO/NvGelMxS9sgwUcnD8KWub6y6ovX7vCpvanEvXt7+58YXtFImrWFEaZP9ddvmS99RetziG1ntzztkKNtwh3kEVK51I8R5AQU4QsJkWRx6zVW7rYe74QlAtWI8OdIyiV5aBYrrlFX8QbP0159jlcw/Xt7+54zagNt670NZBA72yTMyOW49JLFl73dW+DR9qwIbh5LG4KLijvNnnMqFipRMpGm21WJVStr7aBsjWW+lwbvxkNe84VrB0yFypsgzMD7wBbfj0VwBi46fqoegdlJIZ70RKbVhpjLnjwcfh1ArrRXy6ThsuegdP8XKbjrhwVLHSiRSNtmc42Pqnv9ymuzUy0JeqeeioKHRlGZgtM/BWI7XCFiSs14YXewfBvypt/0FeWSa8gk0bXmxX1dj6Gnj2vvqmM+engRZ5VqAj7FjFSicyd9ymLLs146ctvcO2UFE9A33xhFz8pxLv0/l+pX7KubRrsfU1cPD++kTy3PFTvTgJzQZSGiA9AZjg3kGwXu5CxtpxWOaOA2JvVlukg8pIqFjpRGbHIRXyHpFbXw0HHwgfFFvphIz3aoCtUj/lAl5rsfU19k6zB+4Lv79y50xcpzKVBijn6ajFaS+zd02u58JxbtxeeDruQlsHlZFQsdKJlHNp12LjxeDlYGxv+H1B+WmgDnA9KstEPZ6VjRfb5eiu+van00BKlNRjwz2DsOpsOBKhDUNHeLlVrHQaxtgy+8Mh8/QTxdooIQfnSrEFOg2kNMKRnbaQVpDU+yKJOuv7GHNqkHhxe7lZezdmRQnLkcfscmRLuM8l6hw7Z8vYsIoVpWU58hhMPQfbXh/uc/WmG89VcHXGEvWnQivdjVewZcPPCmnDbgKQ8HaXnbHTR4tt2E34/cmF256iAOz5jr355qpt4T4X77XZmWGZK5PoUEyZ7oCxWMVKp/Gkf7ulsAN9vMcuw54klVydTlwHeaU+Dj5g7Sqs4Bbx40zCCu4Kqf5u3C4LasdKSPIZe5+fbVeenA4fhFhPfdOP5dKkHd+GvXz47bUYKlY6jT3fsZk9A2vDfa5ez0qlaSA3roO8Uh9P3m6DDEvvcRKUWE8dgrtCMG/Rs1LIhu+H0t08fY+detl2VfjPxuuwYYDZMhlt84K7/W1YxUonMTtur0q3XRn+s414VsSxqdKlqFhR6mXPHXDaZTazISzx3vA1Kip6B/3U/w64KlWWmD13WOG85ZXhPxurwztYyNnbTZwyldk53kEVK53E8aftjaw2XBT+s43ErPQM2aq1pbgJnQZS6mN8X302DL5npU7vYKWYlQ4Y6JUlZmyvLZ8fJkC8SD2elUqCez7uqv0Ft4qVTqJo4KX3NwlKvZ6V7AwkB09td9SzotSBMdYG67FhqM+zUqwHtPiuuB3kQleWmHx6IRMnLLF6bHjaLnsWjcVF72AH2LCKlU6iKDRiPeE/W69nJTtT/qR0YypWlPB4eesdDHLjt3LU41kppnUutuMOCk5Ulph8pn4bjtdjw/76i0W+TgMpLUkxPa2ekySWxKZ9hlT0ubnyV8E6DaTUQyOCG+rzrMyLlc4d6JUlJp+u34ZjvdYT4hWCf2ZerCwS3DoNpLQkjUwDidSXMpebK+9Z0WkgpR5yDYqVujwrc+X3qdNASr3k0wtT62GpZ0q+kuDWaSClJWnEswL1BXblZit4VnQaSKmDhj0rPfV5VmK9pwaJ6zSQUi+NelYgnB3rNJDSVlS6QgxKPYFd1aaBOkDNK0vMvOBuwIbr8ayUtWH1rCh10mjMCoSz40pxVx2U0aZipZMoRoTXG4VeT2BXpQBbJw6YcPOuipKdsst6Uj6hPs9KxSDxzrkqVZaYzLS9P1o91ONZKWa0VZoG6oD4QRUrncTsmBUJPUO11y1HWM9KPguTh2Bo06nvuZ0zV6osITNjdplaVd/n64lZOf40DG8+td1RsaLUQW4OcjPQt7K+z9fjWTn+tC3OObD+5HYRK1g6YBxWsdJJzByD1Mrw96IoEtazMr4PTAFWv+DU9+YVvXpWlBDMHrPLvgbESljPytHdsOrsU9uLNmzUhpUQzPg2XLfgrsOzcnQ3jGwtP/XkxDpiHFax0kmUu5FVGNxkuKvIo7vtstxAL65d6kCvhKFSJc6gxJL2KtKYYOvPHLNVmMsKbn947ICBXllCGrbhOu5JdezJ8jYMdiw2Xn19aSFUrHQSldKIgxJLhLuV+LEn7bLcLdAdX6zoQK+EoRgomKhzvt9NYmOlAmbwzAvuMgO9Cm6lHoqJDvXGXbm+dySoWCnkYWxf+YtGsGNxB4zDKlY6iXym/iwKCJ/Bc3Q3DJ1W/o9lfqBvf0WvLCFFsVzMYghL2AyeouBeXW4aSAW3UgeNpt+Hvdv38adsAG1Fz4rTEYJbxUonkU/Xny4HvlgJMQ10bHf5QR7Uha7UR7E+Rb1xV7GQV6XHnrTeyMEyQeLqWVHqoeH0+5BipZp3EDRmRWlBIvGsBJwG8jw4trey61EHeqUeGqlPAQuelXyIgX7lWacWhIMSz4p6B5UQzHtW6rTjomcl6JT8saJYKTMdD9aOO2AcVrHSSTTqWSkGJwZh4lmbOVRtnhQ6QtErS0gjlT8h/Hx/1cBEf3jsgIFeWUIa9ayELeR29EkY2HDqHZeLiMasKK1GPl3ffYGKuPHgV6TH9thlpYF+PnVZS5UrIchFMJUJwcRKdgYmDlR3n4PasBKOYvmHhsVKUM/Kk5Wn40EDbJUWpOGYlRCelWItgf615d/XAFulHvLphToT9RBmvn/WL0A3UMGG1Tuo1EPDMStF72BAz8rsMehfV/n9bgmwFZGbRGRURB4raVshIneIyB5/OeK3i4h8SkT2isijInJxyWeu99ffIyLXN+dwupylzAYqrldJHOlAr9RDwzErIeb7i38GboX9adyVUg8Nx6wU464CelYKuQWRXo4u8qz8I3D1orYbgTuNMduAO/3XANcA2/zHDcDfghU3wEeAS4FLgI8UBY4SIQ17VuLBxUrxXhOVUkx1vl+ph4ZjVkLM98+LlXj591VwK/Ww1KnLhWz1VH/pkgBbY8zdwPii5uuAm/3nNwNvLmn/grHcCwyLyHrgKuAOY8y4MeY4cAenCiClETzPGm0jA32Y6p860CvNICrPSpD5/uKfQUXBrVOZSh3kM4BUHhtrETbAtpCvLla6PHV5rTHmsP/8eaA46bsROFCy3kG/rVK7EhWNqnkId5fZwAN9+58kyhKSn4vIsxLgqrRQwzuotYKUesjN2USHemsFOa4dP4MG2Bay1YWRo+X2ATDGGCDgjThqIyI3iMgOEdlx9OjRqDbb+UQiVoqBXRFclXa5Z0XtuE4a9awU5+6DZLXN23CFgb7LBbfacJ00asMQroxEzWkgpyPG4XrFyhF/egd/Oeq3HwJK77W+yW+r1H4KxpjPGmO2G2O2r169us7udSHzEehRuNBDzPcX0zsX0+UudLXjOoksZiWMWFHBXQ614Tpp1IYheBkJr2DFdNVpoC6JWanArUAxo+d64JaS9nf7WUGXARP+dNHtwJUiMuIH1l7ptylREYVnJRYmkyILTryyq1Nd6Eo95DMQX6KicLXirrrcs6LUSRSelaBlJGpdNELHFIWrcoQWEfky8FpglYgcxGb1fBz4moi8D3gG+Hl/9duAa4G9wCzwSwDGmHER+WPgAX+9jxpjFgftKo0QqWcl4ElSKwIdtKCWEo6GPSshbmRYaxqoyz0rSp1E4lkJWEailncQ/NTl9h+Ha4oVY8w7Krx1RZl1DfCBCtu5CbgpVO+U4BSrJjZUwTbMVWmtoC7ftPSqVAlDrsGBvijWg3oHoXaQuIoVJQxRiJVYULFSI0gc7FjcAdPxWsG2U4jEsxLyqrTaCZJI2WV2pv7+KN1HFHcOh5B1VqpkA8V6ITtdf3+U7mNZPCtVLhzjqY6wYRUrnUIkMSthrkprTAOlVtplsaS5otSikLeeuEgCbMN4VqoM9KmVMKsz1koIIolZSYTMaKsxFnfAOKxipVOI1LMSsM5KtUG+d4Vd6kCvBKXRMuUQbTYQQGoE5tSGlRAsqWclwDRQagXMHm+sPy2AipVOYTnqrFQ7QZIDNluoAxS9skTMC+5G4q7C1FkJMtB3xlWpsoQsZZ2VQN7BFZCdCnZOtDAqVjqFXBRiJcxVaY0SzyL2JNGrUiUoxSDxRgZ6x7EBhUFs2KuRugzWQ6jeQSUMxQq2jRD0Pm1BvINFL3ebj8UqVjqFKOusRDENBDrfr4Rj3rPSqAs97FVpDc9Kmw/yyhITVZ2VUHcODxI/2N52rGKlU4hioHdDFoWrdoKAXpUq4YgiZgVCXJUGnO+fO6Hpy0pwoqpgG+oebTWmgaDtpzNVrHQKs8fsPSASffVvYz5mJWDaZ03Pik4DKSGYOWaXPUONbSfMfL84C8XfypFaCRgrWBSlFvkMZKYisuEIagXBgmelzcdiFSudwpGdsOLMBkuVF7OBIvKspFa0vZpXlpDRXXa55rzGthMm7TOIdxDUjpVgHN1t0+/XnNvYdqLMBuoQG1ax0ikc2Qlrz29sG2HTPoPGrJjIbsqtdDJHHoPUKuhf09h2wkwDOQG8g9D2V6XKEnFkp12ufWFj2wk6DTQfJF6lGH2qM8pIqFjpBDLTcPypxk+Q+aJwQe8NVGOg711hrzLSE431S+kOioK70s0xg+KGcKEHmcqEtr8qVZaII49Z+1txZmPbCRxgG2AaKJaERL+KFaUFGH3cLhv2rERYbh/0qlQJjlewdtyo4IZwwYmBp4HUhpUAHNkJa86p7ukIgpuI5pYRRXrbP35QxUoncOQxu2xYrBQ9K+na69Yqtw8dkzKnLAHj+63dNWrDYDMxcnO11wtlw+pZUQJwZGc0gjuWtOdDrSn0INlA0BHxgypWOoEjOyE5CMOnNbadWAJ6hmH6SO11g7jQ9apUCUpRcK+LYKDvXwPTo7XXC2LDiT4raNr8qlRZAqZHYWY0GrHSv8bGo8zVKJMfZBoIfLHS3jasYqUTiGquH2BoM0wcrL1emGmgNlf0yhJwZCeIC6te0Pi2hjbBxIFgV6W1bFhES+4rwZgPro3AOzi0yS4nDlRfL+g0UAfYsIqVTmBmFAbWR7OtoY3BxIpXo9w+aMyKEpzpUTugNpJ6X2RoE2Snawd2F/K1PSvgFzds/xvBKU1m5qhdDm5ofFuDG+2y1lgcdBpIY1aUlqCQbbzqZ5GhTSE8KzVOkOSQvVpuc0WvLAGFXLQ2DMEG+lqCGzpivl9ZAoJOyQRhaLNdBhYrATwr6Qkr0NsUFSudQJA04qAMbYL0CVuFseo+Awz0jgO9I20/V6osAUGFQxCKA/3koWj2qZWYlSAUhUMUortvlU14qClW/GmgwPWC2tdDqGKlE8hnFjJ5GmVe0VcZ6L0CGE+vSpXoKGSiEyvzLvQA8/2Bp4HUhpUaBI0fCYJIMC93IWvvMu7U+CvvHbHLNrZjFSudQJAUzKAEcaEHnScFe6v0IHVblO4mSu9g/1p7pRnVNFA8FaxQotLdhBkXgxBUrAS1YQhWLLFFUbHSCQSJHwlKUaxMBhArtVyPYFW/177zpMoSEeU0kOPYIMcgLvQg543jqg0rtYkyZgWCZWYGuWUE2HEY2tqOVay0O8ZEO9D3r7N3oq3qWQnh7hQd6JUAROkdhIADfUCRr2JFCULQ+JGgDG2EqcPVK9kGtmH/r94rRNO3ZUDFSrvjFQAT3UDvxmCgxlVpGHenE2vrE0RZIgpZW5QwKoKk4AcV+eodVIKQz1ihUit+JChDmwADk89VXieMDUNb27GKlXYn6nlSqD1XGsbd6bgqVpTaROkdBGvDk89Vt72g3hwnBhjwvMi6p3QgzbBhqO3lDnrRCG09Fjd4tyVl2SkGTEV6kmyE5x6uss8Q00COG+zuoUp3k494oB/caO/4PX2kcpGuMNNAYLen13ctgecZHEfIFTwKniFb8MjmPXL+Mpv3yOQ9ZrMFxqYzeAayhcJJ72VL1s36r4d74wylEoyk4riOUPAMnoG4KyRjLsm4QzJmH+JXDE+4Dn3JGKkTU6x0Yuw5PMlcrkA6VyCTtwLXFaEn7trPxh27rZi1pd1HpnBFSCVceuIu6VyBmWyBwel+LgIe2bWTtHcOybhLT8lnkzGHwVwWJM6Bo9NMZ/LkCnZ/Q732GOZyBfqTMdJTWdYBR05Mkx6bASBXMJyYzZKIOQz3Joi5wlCvPR8m5nKs6EuQzhVIxBzyXo1q0Is4MpFmOJVg9UBEWaqoWGl/5oVDhJ6VRB9kZ6vsM+w0UPu6HpUlIsogcYBEv13WsuOwLvQo+9jmPHVshr/+3h7msvbPNZu3V+2eB6mky8RcjhOzOdYMJE+6E8i9+8c5a00/aweTuI7D4RNzuI7Qn4zRl4wxm80zOZfHM4bZbIHTV6aYyxUYn8kymy3geYaxmSwxR/CMFRON4DpCwnWYyzXmdfiT2EGudOGav/pBYx3yWccY9/bAl3+4m6/cfW/Zdf4ufpDTJcM1f/6fVbd1kezhm0n48P97mP9cIg/he1+xlT9403mRbU/FSrtTvENyVNU/wdZsqZbiFmoaSMWKEoAoawXBQvxLVTsOOA0kvmdF7fgkZrN57ts/Tirhkkq4JGMuCBSMmRcWmVwBQ8ltmvzlQE+MTM5jLpdjqDfOcCrBbDbPiVk7tqwaSNATc5lM56yXoSfGxuFeBnqsWBxJ2WXBMwz2xknGHBIxh4TrEHf95zEHAYZTCQZ7YyRK2pOuO//cdaySyhU8HBGm0jmOz+bwjMEVwREh53lkch6ZvPWWZPIexj+ouWyBuVyBl/54gNTRFH/3cxdbL0jMJRETZjIFUgnX/1yBTM4j7S8zeY9EzOGsNf3MZq03pjfu0ptwKUwdha/Dr796M28689L5zxa3k855nPtgkmS6jz+//MUM9caZyeYxBo5OZYi7QjzmcGwqy7nGgR/Cr7zyNK5b92LAirTB3jhT6TzZvEfB8zg2bUVgXzLG2HSWeEzwPENP3A1lG0cm0/z0izfWb1xlULHS7uR8sVLMo4+CWLJ6XYliyeagYsXoXP9iDozP8tSxGQqeYXQqTU/cZS5bIJWMsXG4B2OgJ+4Sdx0m0zkEmM0WKPgDR0/cIVcwGGMwwN7RaQqeQQSyvut5OpNnOp1nOpNn/7EZMrkCnsF3bRvynmFFX4KJ2RybRnp52ZkrmZzLsXV1H32J2Pzgn/cM29b2s36ot3lfSH4OEsFt2PNs/+OuzLvjTyJm7zFk8hkE69Z2BPIF+x0NpxIYz6Z9CpDJF5jJFEjGHJ46NsPR6QxrB3pYNZBAZgqsBh56eoxpSc+79gX73+s6MJXO4zqCILiOEHME17XLVMJl7+g0J2ZzbFnVx0gqQSrhzv8GyZhDOme3eXQqQ67g8VPnrKE/2drD8/kbhvjhjZcvdzciI+7aaZnhVILhVB1TkvsEZge4+oUR3actbX//jQMuG89aVX6dvXHoHeQtL9lUfVuH5+CH8PIzRuCcGuu2KK19Nii1yflu7niEfySxoJ6VAC5xcfSKtAzfevQwf/ofTzR9P6mES18yxuaRXoZTCVxHcAREhGzeI50rsPvIFLuPTHHnE6NVt9WXcIm5DjFHcIp/yP68PkBvwuXEbI7JuRwi4BkwxtAbd5nJFuiJO6wZ6OH4TBbPGAZ64sRj9sr12zNT/Psjx/j043cxMZdjsDfOM2OznLYihYgVA3O+WMt53vyV+lBvfH6efTgVZy5bIO8ZXpJ7nP8DvPX/fp+HOXzKVMHKVJwHvSz/9+5n+Yd77+D4bLbidMK73af4aBze9w8/4jiDjfwcgfnUOy7ip18cwQ3xlKUjNxf9OAzVY/4CB4m3v3dQxUq7k5uzyyhPEjdpjdorLBh5KToN1DDXXbiBl24ZwfXn3ROuy1BvnNGp9LwH5fnJNEO9cfqSsfmAwmzeoy9pXcoY5l3YG4Z7WdGXYHwmQzrncdrKFH2J2Pz7tSi6twXrwk3nPCbnchjg8ESa3c9PUvCg4HkUjKHgGfIFu0z7LuneuMtwKs6gLx5mMnkKnhUr6XwBR4SxmSxJ12E4lWAqnbNeHs+jZ3eW/oFBzhrq58RsjvXDvQz2xFnVn2CwN85AT4ze+IJYivnpoYcn5pjLFdj9/BSOCGes7iMRczltbgSehWvPXcHZ/adxdCrDRacN05dwGZ3KcGJ6Fh6DC05fxVUr15GKu6wZTOIZGwx5zvoBDozPkc4VeMnRJ+AR+PQ7XkxiaB3JmIsInJjNkYzbaYQf7RvjZWeupC8RI+95eB7kPY+8Z5hK5xibzrKyP2HF2qydIoEF7wzYQM3B3hjPjs/y2hesjtDalCUhNwuxKMdhf3ytKlayNsawFh2Quqxipd3JF8VKlNNAJSdJOdd8qGwgFSvl2DDcy4bhUwe201Y29juu6Ksvo8ZmGFhhWowLWDLyWfiYxzUXbuWaV780mm0eyMPn4X0v2wjbLjj1/ewMPAavOXcjr3lFmfdLeXAVPAIv3zIEQyvKrnLxaSMRdNryktPL70NpcXLpYMIhKCLB4gfdALbXAanLS56HJyJXi8huEdkrIjcu9f47jqJnxZ+jj4TitiqdJKGygVytT6FUp1lTmVD5qjRsrSDwU5cVpQK5uWgvGiFA/GDAOiuiFWxDISIu8GngGuA84B0iEl1uUzeSa4JnZd79WOEkKWYgBS4Kp54VpQrNmMosipVKgrsYmB6qoJbasVKF3CzEI7xoBDvGVvOs5Oe6poLtUk8DXQLsNcbsBxCRrwDXAbtCbeW+z8BouI8sNcUAQM8YZvzaAOlcgYm5HNmCRzrnkS94pP0UuJG+hJ92J/OxAfGYQ8xxbJyAZwsTxV0Hx08PnMsWGJ7Zz3rgI3ceYVJmOXh8lulMgccPTzLUG2fzil7WDfbOZyxMzOVY1Z8k7jrzBY4csUGXjtjAyUtPjHEdcOwb/51kapBcwcNg59ezeY/Uid0MAl950uPYY3s4MZubz2rYdXiSmCMM9MRZ0ZfgTQemePHMOO6tH6Jc0kZTuOp/ReuObQZ7vgtP/Nty96I1SE/YZf/a6LZZHMB3/AM8dfep78+O2+XQ5trbKg70d34Ueoai6V8ttr8P1r9oafZVL+NPwQ//crl70TpMHoKzr4p2m7EkPPUD+LcPlX//xAE45421t1O04R//MxzaEV3/qrH11fDCt0S2uaUWKxuBAyWvDwKXlq4gIjcANwCcdtpp5bdy8IFTBqBikNri/8Pin2y19yl5zxgrMETse55n/JRQ+0lH7NZEBGNsbn7esymkxZRQY07ebhEHKJ1dLG7LM8B0+UOtRtGXcqt5Bd95KkvMHWdVf5I1A0mOTiV4zdlrGJvJcGB81gZx+sJkfCbL+Iz1mogsHLPnH8OTuUEuNqtJ7r+buTLHkAbu9y7ixm89ZfuRcBFgxi/g1J+M8cTzU4xOZUjHNrBJenAf+ldcR0glYvOVG4ss/g1OavOflP4e9veR+fU9P31XsFkuzhV/iLPMYqWmHY/vh93fXuJetTBrL7CDW1QMrIN1F8CxJ+2jHCu3wcaX1N7WmnNh+HR45r+i618tgvwBNZmaNpw+oTZcSt/qSP+cATjjtbD3u5W/5/41cNYVtbeTWgHrL4TxffaxFPStiXRzYkyFfL0mICJvBa42xrzff/0u4FJjzAfLrb99+3azY8epKvA3vvww9z81TsEYMrkCK/oSTGcKTGdyjKQSTM7lSMQcMn5q5lBv3BYoyntsGOoh7Zdl7k/GODyRbvi4Eq7D6StTuI5w5up+1g31kEq4GANzuQLrh3pYP9RLKuly5ir7PkDC/9OeLy6Us7UeehMuk3M5W4zIF0Or+hM2LTSd80UOrB5Ikit4rBnoCZz1EZQTs1m++/goTxyeZDZX4NXbVmEMOI4tyTzil6QeSsXnAzNzBW++VkHpcd36yHPcs+cYP9hzjOcn0yRch1X9CTxjC0sZrNdHhPnCTcWS2EUcPxU2CD/63cvL1gQRkQeNMdvr/1bqo5IdK0pY1IaVTqAeO15qz8ohoNTvuslvC8XFpw3TE3eYyRTm72FwbDpDvmDYsirFoRNzbFnZN5/yOZsrMDGbY2wmw4bhXlIJl6l0HkeE0ak0560fpD8Zp+DZaoL9yRgz2QLDqTgxRzh3/SDT6Tz37h/j7HUDeAbmsnkGe2yNh0vPWNmQWCh6CVKJGKmE/UnKFYRayiyN4VSCt9YqNLSIUqECC8d13YUbue7CjUzM5fi7/9xHOldgKp3H86tPTmfybBrptff48EXK+EyW1QNJVvTZypaCEHOFRMxh/VAPE7M5Dk+kOXN1//z0UswVptP55hYvUxRFUZacpRYrDwDbRGQrVqS8HfiFsBt5zyu2Rt2vQLy8UhVBJRBDvXF+5+pzlrsbiqIoSpuxpGLFGJMXkQ8CtwMucJMxZudS9kFRFEVRlPZiyYvCGWNuA25b6v0qiqIoitKeLHlROEVRFEVRlDCoWFEURVEUpaVRsaIoiqIoSkujYkVRFEVRlJZGxYqiKIqiKC2NihVFURRFUVoaFSuKoiiKorQ0S3pvoLCIyFHgmQpvrwKOLWF3okD73Hyq9fd0Y8zqpewMVLXjdvtuQfu8VFTqc6vZMLTf99tu/YXO63NoO25psVINEdmxHDf0agTtc/Npp/62U1+LaJ+Xhnbqczv1Fdqvv6B9Bp0GUhRFURSlxVGxoiiKoihKS9POYuWzy92BOtA+N5926m879bWI9nlpaKc+t1Nfof36C9rn9o1ZURRFURSlO2hnz4qiKIqiKF1AW4oVEblaRHaLyF4RuXEZ+3GTiIyKyGMlbStE5A4R2eMvR/x2EZFP+X1+VEQuLvnM9f76e0Tk+ib3ebOI3CUiu0Rkp4h8qNX7LSI9InK/iDzi9/mP/PatInKf37evikjCb0/6r/f6728p2dbv+u27ReSqZvW5Fq1iw35f2sqO1YbVhsv0RW24023YGNNWD8AF9gFnAAngEeC8ZerLq4GLgcdK2j4B3Og/vxH4U//5tcC3AQEuA+7z21cA+/3liP98pIl9Xg9c7D8fAJ4Ezmvlfvv77vefx4H7/L58DXi73/53wK/6z38N+Dv/+duBr/rPz/PtJQls9e3I7WYbbkc7VhtWG1Yb7j4bXhbDavALexlwe8nr3wV+dxn7s2XRCbIbWF9ikLv9558B3rF4PeAdwGdK2k9abwn6fwvw+nbpN5ACHgIuxRYcii22C+B24GX+85i/niy2ldL1lthmWsqG/T60rR2rDasN+31QG+5gG27HaaCNwIGS1wf9tlZhrTHmsP/8eWCt/7xSv5fteHy33EVYhdzS/RYRV0R+DIwCd2DV+AljTL7M/uf75r8/Aaxc6j5XoVX6UY2WtociasNqw1VoaXsoojYcrM/tKFbaBmNlY0umW4lIP/B14DeNMZOl77Viv40xBWPMhcAm4BLgnOXtUffQivYAasNKcFrRHkBtOAztKFYOAZtLXm/y21qFIyKyHsBfjvrtlfq95McjInHsCfIlY8w32qXfAMaYE8BdWHfjsIjEyux/vm/++0PA2HL1uQyt0o9qtLQ9qA0vbZ/L0Cr9qEZL24PacLg+t6NYeQDY5kcgJ7CBO7cuc59KuRUoRmRfj52LLLa/24/qvgyY8N19twNXisiIH/l9JXC7iLxTRKbLPIyI/EG9nRMRAT4PPG6M+Yuo+11vv2r0ebWIDPvPe7Fzu49jT5a3Vuhz8VjeCnzPv0q5FXi7H6W+FdgG3N+MPteg1W0YorGHAbXh+T6rDS89LTsWqw3XYcNLETzUhOCea7HR0/uA31vGfnwZOAzksPNu78POyd0J7AG+C6zw1xXg036ffwJsL9nOe4G9/uOXquzv/dh5zPUN9PmVWNfio8CP/ce1zex3BN/zi4CH/T4/BvyB336Gb+R7gf8HJP32Hv/1Xv/9M0q29Xv+sewGrul2G15qO1YbVhtudxuOwo7VhsPbsFawbRNE5CLgB8AbjTHfD7D+mdirn9cZYx4SkQ3YdLGfC/J5RYmaOmz4/wMuM8a8paTtU9jp/A81raOKUoU67PhtWC9KkTjwI2PMa5vSwQ6lHaeBug7f9fYvwB+XnhwicqOIfKvcZ4wx+4DfAf5JRFLAPwA3q1BRloN6bBj4J+DqEtdzDDvd8IWmdlZRKlDnWPxVY0y/MaYf2ICthfLlJehuR6GelRbHn9u8BesyfLMJ+YOJyK3YwjsGeKkxJhN9LxWlMo3YsIh8G/iGMeZzIvJG4BPGmPOa1FVFqUgEY7GDjdc4YIz51SZ0saNRz0rr8zvA+cD1YU8On88BLwT+WoWKskw0YsM3A7/oP/9F4ItRdkxRQtDoWPwn2Gq1vxFpr7oE9ay0MCLyWuDfgFcbYx6u4/P92DiVu4BrgAuMMeNR9lFRqhGBDfdgAydfBdyLLen+bJR9VJRaRGDHbwc+jvVuH422d92BipUWRWyO/cPYKPvP11q/wjY+j72Xw9tE5LPAsDHm56Psp6JUIgob9rfzOfyy3saYy6Pqn6IEoVE79gNyvwO83hjz44i71zXoNFDr8svYUst/VSa//+8AROR/+HP6pyAi1wFXA8W50d8CLhaRdy5F5xWFBm24hJuBC9ApIGV5aNSOr8PeZPCeks/VsnllEepZURSlpRGR04AngHVmUUlyRVG6A/WsKIrSsvgZFL8FfEWFiqJ0L7HaqyiKoiw9ItIHHAGewU5pKorSpeg0kKIoiqIoLY1OAymKoiiK0tK09DTQqlWrzJYtW5a7G0qH8OCDDx4zxqxe6v2qHStRoTasdAL12HFLi5UtW7awY8eO5e6G0iGIyDPLsV+1YyUq1IaVTqAeO9ZpIEVRFEVRWpqaYkVEekTkfhF5RER2isgf+e1bReQ+EdkrIl8VkYTfnvRf7/Xf31Kyrd/123eLyFVNOypFURRFUTqGIJ6VDHC5MebFwIXYW7ZfBvwp8EljzFnAceB9/vrvA4777Z/010NEzsPe3v18bBri34iIG+GxKIqiKIrSgdQUK8Yy7b+M+w8DXA78i99+M/Bm//l1/mv896/wb619HbawU8YY8xSwF7gkioNQFEVRFKVzCRSzIiKuiPwYGAXuAPYBJ4wxeX+Vg8BG//lG4ACA//4EsLK0vcxnSvd1g4jsEJEdR4/qzSmV9kTtWGl31IaVViKQWDHGFIwxFwKbsN6Qc5rVIWPMZ40x240x21evXvIMPUWJBLVjpd1RG1ZaiVDZQMaYE8BdwMuAYREppj5vAg75zw8BmwH894eAsdL2Mp9RFEVRFEUpS5BsoNUiMuw/7wVeDzyOFS1v9Ve7HrjFf36r/xr//e8ZW9P/VuDtfrbQVmAbcH9Ex6EoiqIoSocSpCjceuBmP3PHAb5mjPmWiOwCviIiHwMeBj7vr/954IsishcYx2YAYYzZKSJfA3YBeeADxphCtIejKIqiKEqnUVOsGGMeBS4q076fMtk8xpg08HMVtvUnwJ+E76aiKIqiKN2KVrBVFEVRFKWlUbGiKIqiKEpLo2JFURRFUZSWRsWKoiiKoigtjYoVRVEURVFaGhUriqIoiqK0NCpWFEVRFEVpaVSsKIqiKIrS0qhYURRFURSlpVGxoiiKoihKS6NiRVEURVGUlkbFiqIoiqIoLY2KFUVRFEVRWhoVK4qiKIqitDQqVhRFURRFaWlUrCiKoiiK0tKoWFEURVEUpaVRsaIoiqIoSkujYkVRFEVRlJZGxYqiKIqiKC2NihVFURRFUVoaFSuKoiiKorQ0KlYURVEURWlpVKwoiqIoitLSxJa7A0oTGX0CsjPQtxKGTweR5e6RooRj8jBMHICeIVhxJrg6ZCltRmYajjwGiX4Y2QLJ/uXuUVuiZ36nMjMGf/tyMAX7+oo/gFf99vL2SVHC8qWfgyM/sc/PvALe9Y3l7Y+ihOV7fwz3/Z193rcGfn2HFd9KKHQaqFOZPGiFyqt+23pVnrx9uXukKOE5/jS84A1w9tWw/y7IpZe7R4oSjuPPwMhWeOVvwcwoPPfwcveoLVGx0qlMH7XLbVfBeT8NB+6Dr7wT9t21vP1SlKDk5iA7BZteAi/5JTAe/O3L4JGvQD673L1TlGDMjMKKM+Dlvw7iwheugx/+FcyOL3fP2goVK53Ef/017PuefT4zapf9q6135ZJfgSe+BV98Mzz34+XqoaJUZ/d/wH2fsc+nfRvuWwNnXwWv/2PIZ+CbvwIPfG75+qgo1RjbB7d9GAp5+3p6FPrXQGoFvO2fYMNFcMcfwC0fWN5+thkqVjqFZ++F7/xP+OLP2NfTR+yybw30jsC1n4B3/attO7p7WbqoKFWZOw5ffht8+8NgzIJY6V9jg8Nf8RvwwQds25Fdy9dPRamEMfDXF8P9n7HTPUU77ltt3z/nWnj/9yAxAM/81/L2tc2oKVZEZLOI3CUiu0Rkp4h8yG9fISJ3iMgefznit4uIfEpE9orIoyJyccm2rvfX3yMi1zfvsLqQfy8Jnn3s6zC+H+J9J0eeb77ULicPLW3fFCUIRY8KwPc+Bod/bJ/3r1loT/TZK9Pp55e0a4oSiKfvWXh+66/DMz+EQgb61y60Ow685HrIa/xVGIJkA+WB3zbGPCQiA8CDInIH8B7gTmPMx0XkRuBG4HeAa4Bt/uNS4G+BS0VkBfARYDtg/O3caow5HvVBdR3P3mtT44r8y3vtcmTLyevFe0EcyM0uWdcUJRDpSbj3byCesvb5g/+z8F7fmpPXTfRDVm1YaUHu/oT1ZM8dh6OPwz++wbb3L7Lh5KAVK14BHHfp+9mG1BQrxpjDwGH/+ZSIPA5sBK4DXuuvdjPwfaxYuQ74gjHGAPeKyLCIrPfXvcMYMw7gC56rgS9HeDzdyd1/BqlVcMP3reuxfy3suR1Wbjt5PRGI9drARUVpJR74e0hPwC9/z875rznPZv/MnYDBDSevG+9dmCJSlFbh2fvgqbvhyo/BmnMhtdJOVz73sE27LyXeY5e5Oa27EpBQdVZEZAtwEXAfsNYXMgDPA0U/10bgQMnHDvptldqVRnj+Mdj7XbjiIzC82T4ATru0/PrxXvWsKK1FIQ8/+jSc9TrY+BL7AFj3wvLrx1VwKy3If30KelfA9vfa6UqwU5YXvfPUdeMpu8ynVawEJHCArYj0A18HftMYM1n6nu9FMVF0SERuEJEdIrLj6NGjUWyys3n2R3b5op8Ptn48pbUqlgC14xCM7YHZY3BBCBvOq1hpNmrDITDGBsye84YFoVKNeK9d6oVjYAKJFRGJY4XKl4wxxRKSR/zpHfxl0S97CNhc8vFNflul9pMwxnzWGLPdGLN99erVYY6lOxl93FZDHAzopIr31HeCfOHNcL+miwZF7TgEo35mz9rzg60f66nPs/K9P4Fv3BD+c12K2nAIZo7C3DisreANXEysOA0U8sJxz3fhb15mb6PSZQTJBhLg88Djxpi/KHnrVqCY0XM9cEtJ+7v9rKDLgAl/uuh24EoRGfEzh67025RGmDkKA+uD3/ennmmgsX02fuC2/w4//ufwfVSUasyM2eXA+mDrx1PhA2yNscGPj34VvvXfwPPCfV5RqjHje54G1gVbvzgNlAspOr72Livu/3Rr1xWVC+JZeQXwLuByEfmx/7gW+DjwehHZA7zOfw1wG7Af2At8Dvg1AD+w9o+BB/zHR4vBtkoDpCdsZHlQ3CQUcuH28eR/LDz/11+14kVRoiI9YZc9Ae04lgAvpA0ffmTh+Y6brGhRlKiYt+GA9/yJJeyyWDguCIXcwoVmIQN3/H7wz3YANcWKMeYeY4wYY15kjLnQf9xmjBkzxlxhjNlmjHldUXgYyweMMWcaYy4wxuwo2dZNxpiz/Mc/NPPAuobMZLibYjkx8EKcIGDFyspt8IH7be2W238v3OcVpRqZCXul6caDre/E6hDctwMCv/6QddV/9w/t3XAVJQrSfhhnUMHt+LktYUT3gfvs8mc+A9vfBw9/qavuM6QVbNud9GTwEwRsTn8YsZKeWAgcW/0CeM2H4clvw/7vh+6qopQlrHfQiQEm3FTOk9+GTdth5Znwxk/aonI//KvQXVWUssx7VoaDrT8vVkKMxbu/DW7CjsWv+wj0reqqC0cVK+2MMTC+L5xnxY2HO0H23mnXf8E19vVlv2qXz/wo+DYUpRrH9ixkRwQh7EA/dcRegZ59tX29+RLY9FItd65Ex4ln7TKo6HZ8L2KYsfjJ22HLKyE5YMf8i37R2nCXxF+pWGlXdtwEf3GufX7wgeCfC+tCP/6UXa5/sV3GknYqKKsudKVBnv4hfO5ym35ftLMghHWhH3/aLtdfuNDWO2Lv6KwojTD5HPzz2+Guj9nXYaeBwsSsHH9qYRwGa8OYrkl/VrHSThx+xJbWNwbu+l8LEeU/FcIV6MRsieeg5DN2WUy1A1tHQMWKUg8Th+ydlQs5uP+zcGyvbX/Vfw++jbCeleI9WOKLbbj70j+VCMhnYOc3bUn9J/7dTjEmB2HjdnsxF4Riif2gNlzI23VjJR7IYj2XLrHjUBVslWXm6++HY0/aUuQzR+GSG2wMSRjCBtjm0zaDqDQ1OtmvwYlKfdz9Z/DgP8DABph6Dra+Gq7/t3DbKAbiBhXdZQW32rBSJ4//G3z9fdbD7OXslM7vPGNvUBgUN+Q0UKFowyViKDFgl9lpFgrIdy7qWWknJg7ZUuTFIlpBC8GV4sTCRaDnMycP8uDfSE4HeqUOJp+zdmt8oTG4Kfw2ilelQaczi56V0oE+OaA2rNRH8a71a86BQtbWBwojVCD8VGY5wV0s05/pjulMFSvtQmbaFhA6900LbUP1ipWQnpXFrk29KlXqZfqI9Qxu9u9dVa8NQ4hpoEpTmTNdE5yoRMj0qJ2Cf/E77OugBTlLmbfhoN7BMoK7y6aBVKy0C9NH7LK/pELiyNbw23HjIWNWsqd6VpLqWVHqZPoIDKxdCESsyzsYhQu9n24KTlQiZPqIvbP96hfY10HrA5USNmalrOAunQbqfDRmpV2Y9m+91L8G3nqTvfX4yOnht+O44bKBKnlWsvvD71vpbjzP2nH/Wrjg56wQDnoDzlLqDbAt50LPTutdb5VwFMXKxu1w/s/Ca28Mv42i4A48lVlOcPuelS6ZBlKx0i5MP2+XA+vgrCvghW+pbzuhp4HKxKxogK1SD7NjNlalfy2sORfeUueNMeu+Ki0XnNgdLnQlQqaOWK9KIgU/V2ch9kgFd3fYsE4DtQujT4A4MHxaY9txQhaFq+hZUbGihOTo43a54ozGthM2k6LcQN9lV6VKROTmbCHORm04dMxKpalMumYsVrHSLhx93J4gyYHGthOFZyXRr8GJSnhGn7DLdS9qbDvzBbVCutDdxEJbsrsGeiUixvfb8XN9ozZc9A6GzWhblH4PXePlVrHSLmSmg993ohph7w1UzrOS1OBEpQ6KFWPD3B6iHPVkUsR6Ts7a0GkgpR6KwqBRGw7tHSwTYOvG7OsuEdwqVtqF7MyC67oRwt4bqKxnpZgy1x0niRIR2RkQN3iVz0rUk7p8ylSmTgMpdVAc8xINBmXXHbPSvVPyKlbahVxEYqU4DWRMsPXLxqzoValSB9lZO7jWU5eilHoG+nJB4tA1A70SEUVvcqNjcd0xK2UuHHUaSGkpovKs1HOSVBro9apUCUN22mZQNEo91T/LXZFC1wz0SkQUL9DiDdqx4wLSWBVm6KpKzCpW2oXIxUqYq9JFJ0hRvBRPIEUJQpRTmdCYZyXeu/CeogQlqmkgCJfsUC7Atvi6S2xYxUq7kJ2xN85qlLrm+xefIMmF9xQlKJEJ7mImRRjv4CLBXcwMKmQb74/SPRQ9K1FOyQehXOpy8XW+O2xYxUo7YEwTPCsh3I8VPSsqVpQQ5GajuyKFcC50d5ENi9i2LrkqVSIi68esNDoNBHV6VsqJle6wYRUr7UBuDjBLH7NijL2vymLPyvxVqYoVJQTZ6WWayixjw9BVV6VKRGSnrYc77F2Wy+HW4VkprRUEVnB3yTisYqUdGNtrl5HM94cY6Cu6HtWzooQkMwVTz0d0RVpPzEqZdOkuuipVIsAYGNsXTZA4hPesLK4VBL4Nd8c4rGKl1XnuYfjim6FvNWx7fePbC+NCrxjU5av7LjlJlAaZHYebf9rexPBFb2t8e/XcG6icZ8VNasyKEgyvALf+Ojz5bbjwndFs04mFq8JcUXB3xzisYqXV+fbvWNffe2+HkS2Nby+MC72mZ0WvSpUA/Oj/wuFH4O1fgnOubXx7UWS0gXpWlODs/z48/EV4xW/C6/4wmm068fBVmBejYkVpGeaOw2mXwcozo9nevAs9wElSybOimRRKGGbHIbUSXnBNNNurp1R5lw/0SoPMHbfLC9/ZeFHDImFufVLJs6IxK0rLUElR10uYG2hVS5crfV9RqlFpoK2XerKByg70CRXcSjAqZeM0ghMLmZXZ3UHiKlZanXzm1AjwRgg1DVSlEFGxb4pSi0KTxEojVZihqwpqKQ1S6cKtEcLWWenyqUwVK61OpYG2Xoou9EABthXuR+G4II5elSrBiNqGo6gVBPZcCOqdUbqbZogVNwaFBqowg72QNQXwvOj61aKoWGl1onahF29tXpyDrbrvKq5PJx78z0LpbiqJhXpJ9Nu7NwexYc+zorrsQK9iRQlIJS9zI/QMB7NhqCz4wwr3NkbFSitjTPQxK/1r7XJ6tPa6lTwr4A/0Aa8KlO4mcs+KA/1rYPpI7XULVa6I3URXDPJKBMwXZYtQdPevDWbDUD3uCrrCy61ipZUp5AAT7VXpvFgJM9CXiZlx411xgigRkE9HG3cFvlhpUHCHqXOhdDdFG46icm2R/rXBbBiqewehK+y45jcvIjeJyKiIPFbStkJE7hCRPf5yxG8XEfmUiOwVkUdF5OKSz1zvr79HRK5vzuF0GM1wPSb7bbnoQAN9lf3rNJASlKg9KxD8qrRarIFOAylBqSQWGqF/DeRmbHXnWlTyrIStOdTGBJGJ/whcvajtRuBOY8w24E7/NcA1wDb/cQPwt2DFDfAR4FLgEuAjRYGjVKEZQV3gX5U+39j+dRpICUrUcVdgxcpUELGigluJgGZ4BwfW2WVQD6F6VqpjjLkbGF/UfB1ws//8ZuDNJe1fMJZ7gWERWQ9cBdxhjBk3xhwH7uBUAaQsphm5/WBPkoY9KyFqBCjdTdRxV2DFyszR2unLVQV3QgW3EoymeAfX2GUgD6HGrNQ7AbfWGHPYf/484AdCsBE4ULLeQb+tUrtSjWrz7Y0QNDhRXehKFOQz5eOeGqF/rU3ZnF18HbV431UEt6uCWwlI1BltEC5+sGI2UMhqzm1Mw9FCxhgDmAj6AoCI3CAiO0Rkx9GjR6PabHtSLZOhEQLP99dwoXeBmq8XteMSmuJZCXhVWjXAVm24GmrDJTQr7gqCT2eWvWgMWc25jalXrBzxp3fwl8U5hUPA5pL1NvltldpPwRjzWWPMdmPM9tWrV9fZvQ6hGQG2YAf69ATk5mrsv0q6nhvvCjVfL2rHJRSyzZnKhNqxV/PnUKWMNrXhSqgNl9CMuKveFXY6vZbgLtYKKjcOz3tWVKxU4lagmNFzPXBLSfu7/aygy4AJf7roduBKERnxA2uv9NuUasyLhahd6AEDu6ql6+k0kBKEYq2gKOtTQIlnpZYN16gV1AWDvBIBzZgGchzoC5CCX6tWEHTFWByrtYKIfBl4LbBKRA5is3o+DnxNRN4HPAP8vL/6bcC1wF5gFvglAGPMuIj8MfCAv95HjTE1JpuV+avCeG+02y0tDDdyepX9V3F9aiaFEgQvD8aDeJNc6DWngWpUYe6CQV6JgHwGEn3RbzdIZmatuCvoCjuuKVaMMe+o8NYVZdY1wAcqbOcm4KZQvet2muZZCTrfX+VqQl3oShCaNZWZ6IPEQDDvYKX9u/GF+6pEWexL6TzyaUitjH67A+tgsmxERMm+q3hWdBpIaQmaFrNSvCqtpeireVZiGpyo1KZZGW1gRfdUABuGGgW1On+gVxqkGTErEKwScy3BDV0xFqtYaWWaVRSubzUgwU6SSvtO9gervKh0N82qFQTBypVXG+gT/XapdqzUohkZbRCsXlC1/4Hi1FQX2LCKlVamWZ4VNwZ9q4KlfVba9+BGmDpc/j1FKdJMz8pAgBT8agP94Aa7nHwu2n4pnUfTPCtrbUzXzLEq+67yPzDolyub7PyxWMVKK9NUF3rAq9JKJ+jgRshMQnoy+r4pnUMre1aGigN9jZgBRWmmZwWqi+5q/wO9IxDr7QobVrHSyjR1oA9QxbaqZ0WvSpUANMs7CNaGMzXqBVWrFTSoYkUJSDM9K1BddFf7HxCxY3EX2LCKlVam2Z6VWpUTa3lWoCtOEqUBmhV3BQGvSqvUCupbbYNsVXAr1SjWCmqW4IbqyQ61/gcGN3SFDatYaWXyGRB3IZc+ShJ9kJutsf8qxbzUha4EoZmelWJwYS3PSiUbdlwY2AATasNKFQo5wDRHcBeDvKvacJUqzABDm7rChlWstDLNUvPg3zW5SgS6MXDiWRhcX/79/nWAdIWiVxqgmZ6V+dTjKvV+qtkwdI0LXWmAZgpux7XLWjYMVliXY3CDTXaodQfyNkfFSivTrHlS8MVKlRNk8jl7/6A155V/P5awLsyJg83pn9IZNHWgDyBWRndWtmFQsaLUZrkF95Fddsqyv8L9mQY32OKGQW5O28aoWGllmu5ZqTbI77LLtedXXmdwo3pWlOosyUBf4YoyMw3Hn65uw0O+DZvIbhyvdBrNFNzFom4NCe5NdtnhY7GKlVZmOT0rR3ba5ZpzK6/TJYFdSgMsp2fl6BN2WXWg32j7OHc82r4pnUMzEx1q2bBXgNEnansHoeM9hCpWWplme1ZMofIV5eguO0faO1J5G4MbO/4EURpkOQf6ouBeG2Cg1+lMpRLNLCEhxZiVCt7B409Dfq6GDfvJDh0eZKtipZVptmcFKg/0o7uqnyBgXehaGE6pRjMHeqfGHWdHH4d4HwxvqbyNLnGhKw3QVMHtgDhVbNifjl9TZSoztcL2rcMvHFWstDLV6pw0SrUo9EIejj5Z3fUIC4pey+4rlahWlK1RasWsjO6ENedUv6Nyl7jQlQaolTrcKNWm5I/sAsTacSXmC8N1tuBWsdLKeIWFW4BHTbXArvF9UMhUD0wEdaErtSnaV1EcR0mttM8ju2oL7v41fmE4FStKBeZtuAn1rsCO8RU93DthZMtCTaFKdMGUvIqVVsbLN2eQh+rTQPPBtQE9Kx2u6JUG8PJ2Xl4k+m1Xs+HpUZg9VltwOy4MrFcbVirTdLFSpebVkV21bRi6IjNTxUor4+Wbe4JA+ZPk6G5AYNXZ1bfRt8ouZ8ci7ZrSQSyJDZcRK8VMoNVV3OdFUivVhpXKFMfIptmxW2E6Pme93EFsuG9Vx9uwipVWpqkDve+xKRfYlT4BPYMQrxFQ5vpzuF6F4DBF8QrNs+FqU5lzJ+yyr0IhrZO2k6gc4KgozZzKBN+zUsb+MlNgvIA2HO94G1ax0sqYwvJMA2WnF+5ZEWQbHX6SKA3QTLFSLWYlO2OXteb6QcWKUh3TbM9KhQDbsDbs5Tq6uKGKlVbGa6ZYqXJVmp0JdoKI+AN9Ntq+KZ3DcsVdZaftMojoduNqw0plmh2z4laIWQklVvzxvINFt4qVVma5YlaCihWwoqeDTxClQZYrZqWeq1JFKUfTY1ZqeVaCCO7On5JXsdLKLEXMSkXPSoATBLpirlRpgGUVKwLx3trbURtWqrEkMSvVvIMBBTd0tIdQxUors2wD/XRwz4pOAynVaGrMSi3vYH+wlGm1YaUaS5K63Kh3UKeBlOWkqTErxYG+jHGHmQbS4ESlGk2NWamS0aaCW4mKposV11YNX0youKvO96w06dtXIqGZnpWicefLGHcosaLBiUoVlsKGC5lT3wtlwzEV3A2SL3g4IjhOdU9WvuARcx08z+AZg2fAMwbjL4ttxl8WPEM6VyCTLzCX9ZjLFZjO5JiYy2EM7D4yxYahXpIxh5lsgWTMIe4KruMQcwTXEQqesbkAjhBzhJjj4DrCibksqUTMtrl2/WzeIxGzzwGScZc149NsAHY8O8lMIk427+EZQzLmzD8f6ImT9wyphIvrCAnXIRmzvgADDKfiOL6Xr9ivnrhLzBGME8fLZchkrGApvmcy0wgwZRLkZ7LEXGEmU2AuZz2J/ckYvQmXZMzB8xySwOHxSWCOdM5jqDeOK0LMFVIJFwlYmNHzDI4j5AvefFvMdZjJ5OlLnnoue56ZP07PGAr+b+uIPY6oULHSyjRzoI/VGuiDxqzoValShaaKFf9+Qw0LbrXhenj04Alu+MKDTKVzzGTtH2gidrKz3hWhJ27FgWdgfCZLX8JlNldomyzb690n+aM4vP+ffswJBiLdtgh8JT6LYY63f+T2+fbeuMsvmh38Xgxe9uf3MU2q6nbe5DzOXyfgFz97D/vMUxX35Yow0GPPx8y86HIxvsgwfjtYobiY/mQMzxjynsHzDAVfaJbjva/Yyh+8qUYV9BCoWGllmipW/IJviwd6Y0K60DU4UalCU6cyHT8brZzgDlgrCFSs1MlIKsGrz17FQE+cmCtkct4pV9IFzyOd8ygY++fWm3Axxv4hrh/qwXUEEaxXxl9KyXNHrHejt/hIuPTEXVb0JRBgYi7HppFe0nkPR0AQCsZQKBjynud7Zjx6Ew7GQK5g/5RznkdPzMVgyBfsn2++4OH4npiit2AmW2Dz7p/AI/CZ6y8hlhom4bqIQLbgMZ3Ok84VGE4lcATr+UnnmZjL0e+LghOzOTxjEKz3oeAZcgWPqXQeAdY/PkSyMMv/2G4r1U752/yp51NwAP7btRfiuLF5b0nBGDI560WayxVI5zzOOX4IHoMPv24rY/0voOB5eAbynmEumyeT9xDs6+OzOWKOkIg5OALZvEe24JGMucRdYSqdJxFz6IlbL1Eq7jKdzbP7+Sm2rurDFcF1xXptHOtNE6zXxhFwfA/WBZuGIrU3FSutTFOrf1bwrOTTtmqiTgM1nblsgaNTGcZmMiRjrn9lY1g9kGSwxw5KE7M5knGH0ckMK/oS9MRdxqYzeMZeKQmlMaRS0iZ+i3Urj/QlmJjLcej4HGsGkvQlYxiM7yZ2mM7k6U/ESCXtn02+YN3ctdz6NakzZsUYw3QmT8yxbn0RmT/Wk9zZsST5bBrxjP2zEsEYA9kZJLUy0H6kRHB7nmF0KoPB0JeMMTGbI+aKvaL0oC9pB/B0zrPfWTLGVCbH5FyOXMH+CaUSLumc/TPuS8aYSud54vlJhnsT8zeAjlW7EzSwYbiHgZ4m3cQ0IjavSPGJt754ubvRfI7bjLJLz1gDyYACOAzHRmByjhtefebJ7d/pgcO9vO/V22pvY/c+eAyuOmcFbDwt+j62ACpWWplmBifGii70RWIlTG4/6FVpnXz6rr382e27l7sbgVjVb4Vtb8KlPxknky+wsi9BJu8xOplhZX8Cz8De0SnOXjuAIzLvQv6TmWOkvDl+/zM/4th0hqFeO3dvYwsc61IuGA5PzM3/2Y9OlfGULKIoynYk4Fv/tZeP/OA2jIGBnhiZvMe/O0d42k3yV3/9A+ayBaYzefoS9r1swWM2k5+fuvgfyYP8kmR44f/8NtmC1xLTE59510u46vx1y90NBZagKFyFMTRs7CB0tJdbxUqrMvW89XL0DDdn+5Wix8Pk9oOtY5Gdja5fXcJlZ6zkw1e/gFX9SRKu48/rOxwYnyUec5jN5Dk8kWbdUM9CcJwx5AqG/mRs3jNS/GM1WC8BUNJm30/nPCbTOQZ74mTzBQZ740xn8sxmC/TGXWazBdK5AkO9cWYyefKeoSfuMpnOsefIFKsHksxkCkzM5UjEHBIxh6OTGUZSCVb0JZjLFkglXCbn7D6KMQoYw7qpIzxr1jCTybNpJMXoZJoVfQlyBY+ZTB4RIZ0rcNrKPlb3J+fd0yOpOK5j3dTGP6bi8Rhj5tviO3p58XAvv372No5NZ5jN5Fkz2MPKh3IcTg6ydqAHz9jpB0fstpMxB0eE2WyBTSO9nPX0GuLPFfilyzYyW3BY1Z9kRV+CmUye/p4YgjCZzrF3dJqVvnfLdWzQ4kymQG/CYfVAkum0/VMb7I1T8Axj01lynkfMEbau6scYw/OTaYZ648Td6p6VF28abordKXVw/BmI9y2MmVETS5560QjhxErcj2nJde5YrGKlVdl1q12+4NrmbL+mZyXgSZIcgKkj0fWrS3jJ6SO85PSR5e5GczmyE/72IOvf8N/495e+qjn7eDzFi9f38uLXL7pD+KNZXn3+Fl597Utrb+O+M+E5uPHyTZBa0Zx+Ku1JIQ9PfAvOvgpqTN3VjZus4lkJ6OFO+oG/mano+tViLHmdFRG5WkR2i8heEblxqfffNuy6xd4afE2A24PXQzGT4hTPSlixMtjRJ4jSALtuAXHg3J9u3j6iuCqdH+gno+uX0hk880OYHYPz39y8fcQSFWw4RKKDipVoEREX+DRwDXAe8A4RiS63qVOYOmJPkvPe3Lx9FFOX8+mT28MUIgJ7knTwCaI0wM5/hdNfAf1rmrcPt4xYyWdtsUMd6JVG2fWvdorlrNc3bx/VPCtBA3q7wIaXehroEmCvMWY/gIh8BbgO2BVqKzu/CcefjrxzUWIMTGVyfjChnePOFbyShw0sTCVc6100zBdIih97nAEM9/W9mp33PEXBz2dP5wokYs58mhjAZDpHfzLGqv4ER6cyHDw+x7a1AyRcm+VRTObI5G3am4gwl82zNgWvBby9d+GUlno+aoM+j6Rdpo9OM5ct8PxE2maJ+mmFBc+m3Y3PZHn5cTg7M4nc88lTv4Di1W3AYkSRcemvQrxnafcZlgMPwDP3LHcvmkdmGo7thkt+ubn7iSVgbA+U2l/OF+BhXeg7boLhRZkUuTkbvNis4MpKnPMmWHXW0u4zLJPPwaNfXe5eNJddt9gpoET1OicNEUvYWJPFY+iJZ2HzJcG2UbThPd859QK0WJ4i1qSYm0psuAjOeG1km1tqsbIROFDy+iBwaekKInIDcAPAaaeVT8EqPPRPuPu+26QuRoMAg4vakv4jCA95Z/G2b5wATkTYq1IMdydWc9r+O2H/nSe9M2l6ueqmfZxgtOZW3ujE+VQc5Lt/2KR+hsdc/B5kmcVKTTt+5h5ooe+sKSSH4LzrmruPVS+AR/751O9SnOB/9iNbIdZrxUqrsHLbsouVmjY8cajzbVgcuPCdzd3HqrNtxlG573L1ucG24cbtdvZ9zz5agUt/NVKxImYJ8/RE5K3A1caY9/uv3wVcaoz5YLn1t2/fbnbs2HFK+/tvuocfPHm0qX0tR8J1bPGjvMf6oSSpeIx4TOhLxhjuSZD3DK4DBQ/irvDizUP0JmJMp/Nk8jZjojcRozfukkq4FIxhai4/7/1w3YUS0RJLEo/FOH/DIP09sfmyyYt/rvGZLKmEy3Qmz9h0lqHeOCN+tkWuJA3TwHwKZ7Hk9d4jE/z4qVF64i4nZrOcmM2xsj9Bf6qXM9cO05d0ScZc1g4mfY+KAQwxx34PqweSjE5m+Oq9ezkxneFH+8eYyuRZ1Zdgy+o+No700xuz3iIQVqRijM/mmM0UWDWQ4PmJNLPZAuuGenns0AliroMrcGLOeqTirsPEbBYRW/o5k/dI5735CouVuP/338BQ36lXESLyoDFme8OGEJKydlzIlb95WSfhxG0p+2ZizKlXkmD/ZGJBLw2o/HuIC6bMjRKbjZsoW7agpWzY88oX5OskwtpRveTS2FF6EUHuGl7EK1QoI1H0bC9xTr64Fb059djxUntWDgGbS15v8ttC8ZaXnsn2M9eTL3is7E9y+oqUvZ8EpfeaMBQ8ey+KYzNZNo30ksl5jKTi9CZccgWPbN5WM8x7nr1/Q6/NVR9OJebFQVE8xByHVNIl7jq2kNRST21UYMOwNebhVIJNI+FclRduHuat209vaP9rBnp44VteAsB0Js/XHzzIowcneHZ8hrv3TZDzq0JOzObIFjxW9SfI+BUtC55hOBXn3mdnmcrkueyMFcRdh/UpIVvw6I27nLHe/iZJP+W0J25/g7GZDGeutm7+oniZyxboiTskE02qTRMlbnyhNoJSPyLhBvRK6O8RHscBJ4LvXolm2tpxO/r3WGqx8gCwTUS2YkXK24FfCLuRay5YH3W/QtEqQqXV6E/GuP7lW8q+V/TyLL53iKIoiqLUYknFijEmLyIfBG4HXOAmY8zOpeyDsjzUKoKlKIqiKJVY8qJwxpjbgNuWer+KoiiKorQnermrKIqiKEpLo2JFURRFUZSWRsWKoiiKoigtjYoVRVEURVFaGhUriqIoiqK0NCpWFEVRFEVpaVSsKIqiKIrS0izpvYHCIiJHgWcqvL0KOLaE3WkG7X4M7db/040xq5d6p1XsuN2+v3LoMSwtrWbD0F7fXznavf/QfscQ2o5bWqxUQ0R2LMcNvaKk3Y+h3fu/3HTC96fHoLT799fu/YfOOIZa6DSQoiiKoigtjYoVRVEURVFamnYWK59d7g5EQLsfQ7v3f7nphO9Pj0Fp9++v3fsPnXEMVWnbmBVFURRFUbqDdvasKIqiKIrSBbSlWBGRq0Vkt4jsFZEbl7s/RUTkJhEZFZHHStpWiMgdIrLHX4747SIin/KP4VERubjkM9f76+8RkeuX+Bg2i8hdIrJLRHaKyIfa8ThanVa1YWh/O1YbXhrUhpvaf7XhxRhj2uoBuMA+4AwgATwCnLfc/fL79mrgYuCxkrZPADf6z28E/tR/fi3wbUCAy4D7/PYVwH5/OeI/H1nCY1gPXOw/HwCeBM5rt+No5Ucr27Dfv7a2Y7VhtWG14eU/hqgf7ehZuQTYa4zZb4zJAl8BrlvmPgFgjLkbGF/UfB1ws//8ZuDNJe1fMJZ7gWERWQ9cBdxhjBk3xhwH7gCubnrnfYwxh40xD/nPp4DHgY3tdhwtTsvaMLS/HasNLwlqw01EbfhU2lGsbAQOlLw+6Le1KmuNMYf9588Da/3nlY6jZY5PRLYAFwH30cbH0YK043fTlr+/2nDTaMfvpi1/f7VhSzuKlbbFWL9cW6RfiUg/8HXgN40xk6XvtdNxKNHTLr+/2rBSiXb5/dWGF2hHsXII2FzyepPf1qoc8d1x+MtRv73ScSz78YlIHHuCfMkY8w2/ue2Oo4Vpx++mrX5/teGm047fTVv9/mrDJ9OOYuUBYJuIbBWRBPB24NZl7lM1bgWKEdjXA7eUtL/bj+K+DJjw3Xu3A1eKyIgf6X2l37YkiIgAnwceN8b8RclbbXUcLU672TC00e+vNrwkqA03EbXhMix3hG89D2zk85PYaPTfW+7+lPTry8BhIIedG3wfsBK4E9gDfBdY4a8rwKf9Y/gJsL1kO+8F9vqPX1riY3gl1rX4KPBj/3Ftux1Hqz9a1Yb9vrW1HasNqw2rDS//MUT90Aq2iqIoiqK0NO04DaQoiqIoShehYkVRFEVRlJZGxYqiKIqiKC2NihVFURRFUVoaFSuKoiiKorQ0KlYURVEURWlpVKwoiqIoitLSqFhRFEVRFKWl+f8DDw+tXbJDBxUAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "\n", @@ -301,8 +314,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "a37dbe59", + "execution_count": 9, + "id": "7135ee25", "metadata": {}, "outputs": [], "source": [ diff --git a/1-first-project/T_DataNormaization.ipynb b/1-first-project/T_DataNormaization.ipynb new file mode 100644 index 0000000..ce6390d --- /dev/null +++ b/1-first-project/T_DataNormaization.ipynb @@ -0,0 +1,611 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "5d6412cd", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import os\n", + "import pickle\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "fa43325a", + "metadata": {}, + "outputs": [], + "source": [ + "delim = ';'\n", + "\n", + "user_count = 100\n", + "\n", + "base_path = '/opt/iui-datarelease1-sose2021/'\n", + "\n", + "Xpickle_file = './X.pickle'\n", + "\n", + "ypickle_file = './y.pickle'" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "1ea7c2f1", + "metadata": {}, + "outputs": [], + "source": [ + "def load_pickles():\n", + " _p = open(Xpickle_file, 'rb')\n", + " X = pickle.load(_p)\n", + " _p.close()\n", + " \n", + " _p = open(ypickle_file, 'rb')\n", + " y = pickle.load(_p)\n", + " _p.close()\n", + " \n", + " return (np.asarray(X, dtype=pd.DataFrame), np.asarray(y, dtype=str))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "91f4642c", + "metadata": {}, + "outputs": [], + "source": [ + "def load_data():\n", + " if os.path.isfile(Xpickle_file) and os.path.isfile(ypickle_file):\n", + " return load_pickles()\n", + " data = []\n", + " label = []\n", + " for user in range(0, user_count):\n", + " user_path = base_path + str(user) + '/split_letters_csv/'\n", + " for file in os.listdir(user_path):\n", + " file_name = user_path + file\n", + " letter = ''.join(filter(lambda x: x.isalpha(), file))[0]\n", + " data.append(pd.read_csv(file_name, delim))\n", + " label.append(letter)\n", + " return (np.asarray(data, dtype=pd.DataFrame), np.asarray(label, dtype=str))" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a8629dc5", + "metadata": {}, + "outputs": [], + "source": [ + "X, y = load_data()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "18cd698f", + "metadata": {}, + "outputs": [], + "source": [ + "def save_pickle():\n", + "# _p = open(np.asarray(data, dtype=pd.DataFrame), 'wb')\n", + " _p = open(Xpickle_file, 'wb')\n", + " pickle.dump(X, _p)\n", + " _p.close()\n", + "\n", + "# _p = open(np.asarray(label, dtype=str), 'wb')\n", + " _p = open(ypickle_file, 'wb')\n", + " pickle.dump(y, _p)\n", + " _p.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0f505920", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(13102, 13102)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(X), len(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4bd9f443", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 13102.000000\n", + "mean 208.304457\n", + "std 206.732342\n", + "min 42.000000\n", + "50% 185.000000\n", + "90% 270.000000\n", + "91% 276.000000\n", + "92% 286.000000\n", + "93% 299.000000\n", + "94% 312.000000\n", + "95% 333.000000\n", + "96% 355.000000\n", + "97% 388.000000\n", + "98% 456.980000\n", + "99% 701.940000\n", + "max 11073.000000\n", + "dtype: float64" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "X_len = np.asarray(list(map(len, X)))\n", + "l = []\n", + "sq_xlen = pd.Series(X_len)\n", + "ptiles = [x*0.01 for x in range(100)]\n", + "for i in ptiles:\n", + " l.append(sq_xlen.quantile(i))\n", + "plt.plot(l, ptiles)\n", + "sq_xlen.describe(percentiles=[x*0.01 for x in range(90,100)])" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "c535003d", + "metadata": {}, + "outputs": [], + "source": [ + "def fill(x, threshold):\n", + " fill = threshold - len(x)\n", + " xx = x\n", + " for i in range(fill):\n", + " xx = xx.append(pd.Series(0,index=x.columns,dtype='float64'), ignore_index=True)\n", + " return xx" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "4ceefb7e", + "metadata": {}, + "outputs": [], + "source": [ + "threshold_p = 0.98\n", + "threshold = int(sq_xlen.quantile(threshold_p))\n", + "len_mask = np.where(X_len <= threshold)\n", + "\n", + "X_filter = X[len_mask]\n", + "y_filter = y[len_mask]" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "47e7c7a4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 41min 37s, sys: 1.15 s, total: 41min 38s\n", + "Wall time: 41min 59s\n" + ] + } + ], + "source": [ + "%%time\n", + "X_filter = list(map(fill, X_filter, [threshold for i in range(len(X_filter))]))" + ] + }, + { + "cell_type": "markdown", + "id": "d6dbd88b", + "metadata": {}, + "source": [ + "Q: Is there a way to make this quicker?\n", + "\n", + "```python\n", + "X_filter = list(map(fill, X_filter, [threshold for i in range(len(X_filter))]))\n", + "```\n", + "\n", + "CPU times: user 41min 37s, sys: 1.15 s, total: 41min 38s\n", + "Wall time: 41min 59s" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "5d240071", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_data(data):\n", + " fig, axs = plt.subplots(4, 3, figsize=(3*3, 3*4))\n", + " t = data['Millis']\n", + " axs[0][0].plot(t, data['Acc1 X'])\n", + " axs[0][1].plot(t, data['Acc1 Y'])\n", + " axs[0][2].plot(t, data['Acc1 Z'])\n", + " axs[1][0].plot(t, data['Acc2 X'])\n", + " axs[1][1].plot(t, data['Acc2 Y'])\n", + " axs[1][2].plot(t, data['Acc2 Z'])\n", + " axs[2][0].plot(t, data['Gyro X'])\n", + " axs[2][1].plot(t, data['Gyro Y'])\n", + " axs[2][2].plot(t, data['Gyro Z'])\n", + " axs[3][0].plot(t, data['Mag X'])\n", + " axs[3][1].plot(t, data['Mag Y'])\n", + " axs[3][2].plot(t, data['Mag Z'])\n", + "\n", + " for a in axs:\n", + " for b in a:\n", + " b.plot(t, data['Force'])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "91db361c", + "metadata": {}, + "outputs": [], + "source": [ + "Xfiltered_pickle_file = './X_filter.pickle'\n", + "yfiltered_pickle_file = \"./y_filter.pickle\"" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "c2238568", + "metadata": {}, + "outputs": [], + "source": [ + "def save_filtered():\n", + " _p = open(Xfiltered_pickle_file, 'wb')\n", + " pickle.dump(X_filter, _p)\n", + " _p.close()\n", + "\n", + " _p = open(yfiltered_pickle_file, 'wb')\n", + " pickle.dump(y_filter, _p)\n", + " _p.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "a234a063", + "metadata": {}, + "outputs": [], + "source": [ + "save_filtered()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "a0ae2e62", + "metadata": {}, + "outputs": [], + "source": [ + "def load_filtered_pickles():\n", + " _p = open(Xfiltered_pickle_file, 'rb')\n", + " X = pickle.load(_p)\n", + " _p.close()\n", + " \n", + " _p = open(yfiltered_pickle_file, 'rb')\n", + " y = pickle.load(_p)\n", + " _p.close()\n", + " \n", + " return (np.asarray(X, dtype=pd.DataFrame), np.asarray(y, dtype=str))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "c030d181", + "metadata": {}, + "outputs": [], + "source": [ + "XX_filtered, yy_filtered = load_filtered_pickles()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "338bddeb", + "metadata": {}, + "outputs": [], + "source": [ + "# FIRST CELL: set these variables to limit GPU usage.\n", + "import os\n", + "os.environ['TF_FORCE_GPU_ALLOW_GROWTH'] = 'true' # this is required\n", + "os.environ['CUDA_VISIBLE_DEVICES'] = '2' # set to '0' for GPU0, '1' for GPU1 or '2' for GPU2. Check \"gpustat\" in a terminal." + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "57ce2aa7", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "from sklearn.preprocessing import LabelEncoder\n", + "\n", + "le = LabelEncoder()\n", + "yyt_filtered = le.fit_transform(yy_filtered)\n", + "XX_filtered = np.asarray(XX_filtered).astype('float64')\n", + "XXX_filtered = np.delete(np.delete(XX_filtered, 0, 2), 13,2)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "deecd898", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(10271, 456, 13)\n", + "(2568, 456, 13)\n", + "(10271,)\n", + "(2568,)\n" + ] + } + ], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(XXX_filtered, yyt_filtered, test_size=0.2, random_state=177013)\n", + "\n", + "print(X_train.shape)\n", + "print(X_test.shape)\n", + "print(y_train.shape)\n", + "print(y_test.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "8fd1a79c", + "metadata": {}, + "outputs": [], + "source": [ + "import tensorflow as tf\n", + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import Dense, Dropout, Activation, Flatten, Conv1D, MaxPooling1D\n", + "\n", + "model = Sequential()\n", + "\n", + "# model.add(Conv1D(32, 3, input_shape = X_train.shape[1:]))\n", + "# model.add(Activation('relu'))\n", + "# model.add(MaxPooling1D(pool_size=3))\n", + "\n", + "# model.add(Conv1D(32, 3))\n", + "# model.add(Activation('relu'))\n", + "# model.add(MaxPooling1D(pool_size=3))\n", + "\n", + "model.add(Flatten())\n", + "model.add(Dense(456, activation='relu', input_shape=(456,13)))\n", + "\n", + "model.add(Dense(104))\n", + "\n", + "model.add(Dense(26))\n", + "model.add(Activation('sigmoid'))\n", + "\n", + "model.compile(\n", + " optimizer=tf.keras.optimizers.Adam(0.001),\n", + " loss=tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True),\n", + " metrics=[tf.keras.metrics.SparseCategoricalAccuracy()],\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "0562e920", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['K', 'T', 'U', ..., 'F', 'H', 'G'], dtype='" + ] + }, + "execution_count": 80, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.fit(X_train, y_train, \n", + " epochs=10,\n", + " batch_size=32,\n", + " verbose=1\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "id": "8c1f64b6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Evaluate on test data\n", + "81/81 [==============================] - 0s 1ms/step - loss: 11.4346 - sparse_categorical_accuracy: 0.0312\n", + "test loss, test acc: [11.434555053710938, 0.031152648851275444]\n", + "Generate predictions for 3 samples\n", + "predictions shape: (3, 26)\n" + ] + }, + { + "data": { + "text/plain": [ + "(array(['K', 'T', 'U'], dtype='