diff --git "a/demo.ipynb" "b/demo.ipynb" new file mode 100644--- /dev/null +++ "b/demo.ipynb" @@ -0,0 +1,226 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# import the libraries\n", + "from PIL import Image\n", + "from transformers import AutoModelForCausalLM, AutoTokenizer" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "c053617238304cacab10af714e2062eb", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Loading checkpoint shards: 0%| | 0/7 [00:00\n" + ] + } + ], + "source": [ + "# Then read the video\n", + "VID_PATH = 'assets/videos/gf_exp1.mp4'\n", + "vid_frames = read_video(VID_PATH, video_interval=6)\n", + "\n", + "# create a question ( is a placeholder for the video frames)\n", + "question = \"What is the atmosphere of the scene?\"\n", + "result = model.predict_forward(\n", + " video=vid_frames,\n", + " text=question,\n", + " tokenizer=tokenizer,\n", + ")\n", + "print(result['prediction'])" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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paEMPfNF+Xn1uqzpwWlT0WYIUgWznLhqlwp56WXXE6IZlVOz0qfS01xClRE9LNa93MxdI73cEIElQjzHTAt4zYFY0g/ARiCntpcxBpjk6rOeiOSvPbdra7Vphdm6QYMfYgOKLMBZGykwPgEXLeGcZ04aucP1B8zDWrkjRICTp97SNvRsBTFtzRv9szgUMQAEqxkv63SnZDFO+e3s2RjV+pOPZHMommBiDmW33/HKV1xUM9JNAsayXH7CNkO23SbOkJlCRcN5RJSHGgZQmlKAQxOzETe158qnrzHYrJhNH0wi+EnzlqSpH5b3VU3mcr6ibGuc93nsqX+OrmrZL/Mz7PsRHP/oyIVR0HezOlG/+pq/m1/76b2Fnd0Yzragqwdeeuq6pqpraN/iq5t79u/zV/+C/4Wff/yz97sCYRGprftvv/Ta+7Q/+XurpHs6B+AoRj3cVIg2I8vQnfpo/+P/8N7j74mF26FHaaGpiM0WnEeFjjZgMLk/nl4vs1bqxYRBB1Zt5o0yUmqwTg+Cdwznhd/7uf4Hf9a//HurJ1OZWzCanKrz03Gf5t/6Nf4sP/OILhB4dmwbo67/2S/gT3/vd7F2/iWgYCGC2fWs2FRQtonemefnQL/xj/sx3/mVefH5FTMKOU37jN7ybP/UXv5uDW28wOVAKQTIRq2x+6aUgI2ZOPCrw4Q++nz/zx76H42fv48TmThCuNI5/9V/7F/nW3/178NUEISI45qf3+J7v/l6+//vfQ8hgJY3Gv/GOqOa0Wpa4Q4pa6fz5cdoT7UytKJqgojpN2X40P+xYHjuaiaOqMnEeCVvew+OP7/EN3/gVPPP0c7zilFYcKSSTPoPd6CRy7/5tZqaKYRU77hzOmc0annzT40xnE2a1x3e2L1EjHC5FFouOLvssVJVy64bjDY95dlxkf6J0Yc6n7ySO4oonn3yMvf1dbly/Srto4f4piDAPiixaujYyX0Uz/1H4zCCRAeYv5LKtX3v1Rw+yhrU9fBZHri4oq8p8ORJi2iyKNtHurTNgE2dafhWhIxmDLMxGirSpAyDp908Ze99fc2WPMjAiJ27NZFF8XnrmphRu2QOPNe1cv09T/96BYWi/ZmwdA/gs5Wam1zO8rHpPQAYURdROWTOgWZtUmpX9t0caiUGrUdo2zMX6te2l0J1RXbYyWXMilOJUTPbtsTEqprcyE0VjuU0bUiZRR+3tnWg09W82gJJG2gBMSyhDe208xvMx9Ln4aIhgWjKc8a9+gM939t787EdpC93+fIKE199nAB1sQD3G035ikyoSUh5Ex80bDf/8t/5GVlXN3/6+H+L4JGTQIKgTlkGpNPHN3/Sr+VPf+z00+wfZS9ybxO6M4bpiDxMxhCcekfJpzjiqgf/f//hf8mf+2H/E6UJI4rh5Y8rv+Pbfzjf/5m8H10CWyVOPHLOTgSqhfYV/9A9+ip//+eez+jCiHsQLNXBjVvHYravI5AA05EXZoWlF1AWalKv7cGOvYlaZd/AqDVKu65H4tgVQts9rnJ81NaL2xE81b5YefCgdjsY5vvhL386tt385yJUsgmuvLr/2+FO8/R1P8KFffKFvpQCVF97x1lu89d1fQpq+GU9ExBkQyGObesKQct/MDfTL5ISD/V1C7GiTsOsT73jrTd7xZV+E7L0FGXkG00tKMN5Lwx7yJIV3dQuuX5nx3POH/YYWHHUtvP3tT3LzyTeAzHC5VQfdjCefvGlOi9lhsEguPeFMRYrKUhPrQG6zeFGmB8JkV1gdw+o0oaGXg0rLCSGxXCRicASFdpn6MSr3Vg1Mp47KtXz8F36Wk5OW2sMyRQN2IybrKscqOdqg7E9qghMScHy8ZHF0ineJhLIIiag2LyenLU0MuFrwdaKqhJ2ZZ2dP2D8QDrxjfqQ8f1eJrqY9bXnpxdtc3a+J3YqT+YJJilSImQ+6wGRW471jsezwDoqpanBdzXQi2bWUJ7UXLGTYGZl2Uzzfjfg6gpqzcIlOSf1KkV7iLQxZnbN9nvfcwFylX0T9/kAzyNRe87TJvG2wM3DUlJmpNWZ8v+o6kTdgWHbOIEbZM8U/JPe6CMRZ4h47A4/BfkTNj04GJrvOawZGL+KGEdKe/SFuLGmXIRkDgSIlD+aNTeY1aG/GAk529C4q/BG+kxxOUDQGgmlnKbte0tr9Y03cdrAyjN2a9qL3t9AREM+tPIcBqw4goF+r+X3eY86MUYnxfBrwsE6EF5kRCki8rN/YF8RnAFjjZ7o2efajw+EdvPnWLr/p1/0qHvuiL+LHfvQ9nJzeNlSuQpX9BUQtdO+pJ6/hD/ZHdVkYkTGxQEoBSNkBLKAxkVIkabRFHVp2w12e2FHuxIB4ZRIDz/z0T/Cut+0Y2k8RYiLFFmK00JgYAOXe/WM++4EP4fJCciK9fbqTxA/8bz9AFV7myp7HOSWlQNKOFAPL1YpuGXnmuXu4+W3euC/cXyYkRyikmNWa/eZxa5t78GNY3wD9cD/AXnVe6ZmMmFRm77BNWAvUknjhI7/A8uUP4Hf2sypNIIeiLu+9yOruEbWDVs1Rq3LmsPmZpz/DnU+8h/033Sa6Kns4GYHTlHJYU9ncyf6fhPmnPsbb9xvuziLzCDMvPP/Rz/DJ//PvcvXNT1JPJjhX5w4UzlwYSSGsmdGoQ8Xx9C/+HN3dQ6aiOdzUwt4Wq8D7fvjHeeeTV3rNBwrHR/c5feYTXG+UIx3MAykTZBmNeSFavQlsy/yUMZ7uVEz3svu1Cu0JpOQREiIJ818wRmjEJVP0XkLOzLOzcKL7UZlcTVy/UtO2icVp9kMZNaP2njc8dpWX777IXDtWRxHUEUPi6U+9SBJYtebHorkf5qFtYLCaJHCJagLJKXePIi8eJu7cSXR4NGstnvnsiyxOT1gsVpycdGhdUXlFxFPXQlPXLDWwWAZcZe8vzCblfgkFWG2ykPGazZKrjoBgXsltSNS1+YIkJJsibbhD1grgzR+oCIwW1udGTMQmKyUDB5qBI2ck9PXvA6HPkN2Z+a/UKYNBu2f0gyQ5JvybKuRh/Wh2Yu3pxAaz7R3ukByJWfaHjOoaOeY5N4yRjF5oYnDfR02ao262MagCYtbD+daDJHRAzf14DX1H1iMGeto3Zvaw5o/Tm0g2aNx5oGBc1pwTndt6j+ow9mNTXgFza9EVYkKEr8x8ZdEt2UfpkuVBzsavtYhestbPR56B89QesraIQDXhRdit4c3XKv6pX/MlvOPL3sl//Nf/Pi/cXiA55rauYH8CtQhvOpjyL3/bt3DriT1ILaSApoimSIz5XwjEEEgxWN6BEAgx0oZIjInFMvCJZ+7wzPOnnKxAI9Qebu4KTz0xZdoIvlJqD2CONtncRBLhcFXx3o+c8sKJ0uWdU4kxqysTYddHHt9v2JvB3p6nrslx7p4QI12Co3nicJ64cz9xZxmZB2ij2ee7lKWhHqcX1dqrL+epqgq59c4IRyx7EnPqaxzsNI5buzVvueb45q9/M48/tsP1G4+xc3ADXzWgwqeefo6//n3/iOfutazUbLUeofaOx6fKP/MNb+PXftNXMtnZs7C3nAsipoAjGs1h0BKkKBwerfjYx5/hp9//Ue4fB5J6pqK85YmGW7dqnnzjLa5eu4n3vpeOysZ0VKbZ0Q4UnCTENXz0Uy/yQ+/5JPdWEKJt1CRC4xxP7grf+LVv4k1vfEOP7lftik9+5kV+/pde4HAO86Ask9Ll/V9VnlWXCNBzL8EhTkZRD8OYawZ60x1HPYN6AjEIJ/cD4hzTmUV1nNyPxChUdaJphNUqEUNRc56dXwfcuOq4dbPm+KTl9j04zSG6hpOEphK+5J37rFhweNxy/34idoJTU2WXsC9XVNkYY/SiVJUy23VUU2Vvt2JaCcvjlvuHSrcSfG2q+DbZfnKapSRRGic5F0OZX+hSImr2FcggR4s0KmbrPldmGuOsDcxVQNjEwf5EIFmES6Q4jlpUkGbdrtnLyetmJLn3onf5KEBvDPbWmUkvPYus3WO8Lr87+ySg4w6UMlLvu8EXouyNApKMYWe/ovJL0YxobodgwtQGIDxvQMVlSbyHX4zGgmzCyHQka2zWKx0k5MI8e03ZUCVFWTz4ROTxTyXMd13TMp5XLxkcSxFeBnBczCTbojP7dm/r+UWSuZR+Wv8K6EDpnattjGLft6H/mWar5Lw3ZY0UwLTehvM0BRdpENZ/M3PWMp4zAKPyuvsMAH2Si9EvoC67rJm9sBJovHA8j/zDn/gg/+A9H+LO8bCwyiITLMnMK0cL/vu/9SPsT2HawHRa9aFvaiDYQktkGCgnJYGH0nWRNsDJPOGd0PhECTw4apX2hQVNDbOdhsYr3qfetunUJMLjTozolT5lNZkTpa6sdydtoEOJE0ejmj1PAzEqnToWhfiK1VvlHAMOxQOdWqKVWBb9CIlujvNFyHf8+7a/e60mlmCoxNl6B3X+V+WxvHvS8v4PfpY3PXmDp94w5frju1RVwonjhdsrFl3uUFGlZl3vqnN85BMv8tQb3sDjT02zhoW8QWyukppmNcSQozRqutiws7vD7syxWECIkSRw+7ij2p2ys5xRtTNqb333vkKJ2ZO+Ma2QqoVHqkO8I2mdJUWrqwD2hDH6F2+37F+BZmIhkDBlOm3Ym0C7srXinCUdSmD5BlxOnlQIJyPP/tGUDLZLWJ5G2qVjuitU08TBTWFnBzRWHN0zRy4vytV9z/VrE5577pR5gG1TXJybUvKsooFHo7NFf2RtnO44knRoCkwnwv5ehZcJzlUkjUQR825PcLJoWSxaHEJTO6Y7ntluzXRaIyjL+YrZdB+RjtC2zHZnuLqijRbx0LUrHJabwyEGvLLE2IXEfBmZLwwIGLNLfT96Qfe8otu/j9d1SIllELyzEYrm6m9OxGL7WGy1GCDoVfiyVq1kxl2AQLm2aR5Ym9+Nv8dOcfnC2nXnhrwRQJ9EiKLByDQiaXEsFoiWo4MezGheCVmjo8UZbqi6Z9J9W0yKzwOSGfQAaAb6Qp/op6yo0v510lLAsM93FSI5aG2KNqLQdPtVKE6Vazb+jTIawaFdawvgfFr4IO3omolgg8ZKHuPBiGX/Geos7xzaVRokjpwYzXzhimf4VrpwQbnITDDu42XKFyTp0LCoBpSdFUdZ8rSsZSKWGfA0mlQck0GvHo1jUuYk2xeXCgQhVhZuJqJItLAQT7YyOiPI3pn0URbhKppzlGZGIOUFYhkKVyk7lwfzmjbtdQkbss04D9qHGvV9zd/KZuzMjZl5l+iASo3gpARBA6ugOYtdlsIyMvZ5g0dNxDxgmgYP1e1qrIsX0zYi1UsvWQdhzk7GNJw4vCRqsdA0h9KGlq4SVupxO9fxOzfo0gSNDrzQiid5Y0AFoRcfCBXldBl4+d6CnRtZzYqFkEl2HlKNObwPcBazHVJk2a5IJLwz4pac0JJo9q8gk12WOUqkckK3ak0Fqwnvurw7HarRAEFMdCkSdVhXPdACQlSOT+fcPT5iN+ZsbxG6VYt3Sl1Bg6LRNnMSIYranGmReOizuW2X/vIVcaQIi7lyMBF2ZjWLk8DpUaBdgCZLohWjsFrqmnR1Zn6LF7arODltiUFpOzM1iFiWvf0rjps3hDYuqWvY3anY35myv3fAdHcf1YQ4j5caxPHyy7f51Cefo+1AKmH/6h5vefMbaKqa+ckRJ4d3uXn9OovFnOOjuzz2+E0Orl4nqpBC5N7hIaeHh+zv7zKdHZh01C3oYsf8dM4rLx6T2kizU5NUmS8jy/ZsHx8EdMf3DH/bHgqSXVoySHMyeIEriqZkXvWjdVDmq8Sd93KhZu2ASJ8lcEygt4GC/jNXsB3I93es7cvyW5/droT+xsE50djKIKEXn6xeS5DDsMFRet07rPYCU25/YVK5rsExruS3SP3bBLYt6TJ0wLq5xSHFV5gieUl27jVgMPgZbEu8VOZsKLo2RsOYXo5prtV0geS93q0Mg9IQfXHxmsz1J9uD3puAFKP22ovNx1+PSAL4AoABWwyD5NevBhm2nnPmhJVUsyRsEpeO0TjkGFionamFLK490UVBgtUjChIV72yblI2sfYooW9Qxmkex5iQcYxqQ1EIWJQkhCi3k9LZZSsxqo1XQLNGMtqOaPdmIhuSsZMokGJCI0ezDIadLDp0liumS2djDCPn3AMFEgxxmJiYFjFbQRWj3Ig/VTTvf4CqUJSZJprVxDi858ZAXECW0K5wkkq5ol0oUoZrUENoMWgo8zkBGQJ2ji4HF4pDF/A7kGGfnLNOLxpzgST0pmV4g5LTM8+UpMUSzaUrKMeiCSCJpYLU67QGCpoiT2rQcsgAsnauqedKjjrZb4VwOOyy+C1nsU5T5ouXo5IhVFy23hDrm8wUpJVuvzuHS4LCT1Bi3rdeRxNVLRIWLb58PjRbqenSv5eS+oDEzATGp9f5h5PQkIs6hbgAFsllXztK3XCXq2iNVsvCplGgmnmvXa7x0iHiqKlG7xNHpnFUbeNOkwoeOajLBTSqUgEsBSZYYLMZI6CKh7VidnHJ8eJ+uW3J4cmL7oRNu3z7G5zDduEqsTlcc3jlkuVry1Bt3mTQ1i5CoKkcMHbEL1F7Ym3jTfoljFQISpc8WOHbCvGg9DxKq5syARhP6cECMHaY8Rz3DdQ6iDnSAkW9Oz27XfyttMSZ2vm+INS+HJVLq2yybz27s594ngIJGBlpV9qwM42Q+F2rgJ6ujxZV6DVioxjxWA/BZe+eaxGoXxrMxqPdHwtCIoY61l4U+xhF9KSarsn82gVOpZ93RciRy6+Af0ptRNhq/SRJ1rX2Xk8I321FGQDXlaC+GddqvzRG40uHvHgw6oXIWJRRDAQWDlmAbkHkYGn/Z8oVxIMzhYpJBwGC/ylntRCyljJakLo5OM3jMa78wxZJLIDu7k6JlXBNnC95hiSZMq5BwabzYoXiBa7K/u5DDGzFGbOjV8tk7xXwQHDnVrNnvxAuapHceI9u4EsZcklrylMYLV2/ssHfg2dv1VA7qusL7CvEekZq7h6d8/JO3OWk9q2ja+S5rDpSci51CA0aalUsulvMQ7xmiCpDVsyWvOsn141xnDQsJrhzs8iVf8Tbe8q43s7O7m0MOPVJ5rnZzpo3r6yzBO06F2dTzzq98K2/+yndy5eo+ZNLoRCxxUap7/plIkJQ2Bu688jIv3zvipK1YdEobhNlOxdu+4i285YvexO7ODpV3eCegFn3ipMaJB+0sJ0Dsem0B0rCHIO5zZibAEkiogqTEzSev8s4vfxv716c03hhh6CKfu33MYVtlvw5YRaXN4UcFwCXcqOdjie3iDVt5YWfXE1NitVDCcvCAJ++FELPpSzfrK4ZLpfLgYmTZmce/d1B75cpVTzOD1LUcLuH61Rm1rEhdJITEzs6UdhE5vneH2d4eV2/UzBcrnn/uDm2b2N+fEGLLajXnM5/9LCkJoQ2kLnB8epfpdMrdeysmjaWnjqsl3XGgaxOroFRe8S7RhQWvvHIbXzfU9RRpVkh2vLBzRAbGaOFw60BgcLI7S6TJ4MnAWtb0mOqmZ0NRTVCw+U7mAOtMytCYev+OMUF247rYZDLS47zxZc3aKPs+2MFl4/ltZoaBkWQNhPF1swow+A6Qh2erpqFITpnZmlo69vUXx0Sy8NEnCtJ8v8vAShkxqREwc+v90PzOoSlFizmKxujBSPl+FgCMx2WbP8b6+3JdxYGAwhcu3msXOQeeZ1YYr7VUhL9zAGA/thvjUMCZiAkUIlBVkrUE2o/P5dp73nsvX15/MJBHuVdzwYZEY3+kcmsyu7zmHSAZABSGGCCn6FXqqqKqhcnM0dTmL2C2GUG8DU7ls3rJOZx3+KrCO292Zed5/rm7vPTynFVX0XXKtFLe+Y4n+bKv/BJ2Zw2znQnTnQlVXVHXE+pmQtNMaSZT5os5/9P/+Hf5yZ/5DKuYc9mLQ3M2vm/8pq/h93znH+Hq9cfxlVB5S7zjXIPzFeIrXnn5Wf7EH/6TfPQnPkM1cdRTx8lhi2bGbDHOeZzG6ou1IV5H0w+jSh2et4UdKYDM0q46EVZRcSSmlWfqHL/lX/qtfPt3/CGaya7pE3IKUMQxP3yJj3zyc7z0ox+mj+cWYeIdX/2r3s2//Z/8e+w//jZ8tg33lFQAtQQgWsK7VAgaeOZj7+WHf/TP8PGXI20UGpTf9C1fwV/4y9/Llcee6hPzFIxp0ltWP2YqbaYmA6JRPc995pf4wEe/i8MPP4tCzmkh7NcVv/cP/Cv85m//dqjM+dAB85O7/Dt//t/lJz7wY2YPpwA0Y8CQtTo9ZMvaHBkHAY7GfEQkzRMeJo0lLlmcRItEjfTBFSXOW9X8OMzRbyA4VW2+BgcTT+qU05WAVEybxFM3dnnXO3cJacULL8359MsL9nccR62yWim4hquzGbWvmOzuI77mxRfvcOfuEQB7+w7VjtAlnFOmlXBlb4+j0xUvH95nmhwnizkxCreu7eMqSCGgGjIRhZ3JlFs3rvPyvTu0yeGWgXrXE1WZrwyQiTjLDKo9be8lz4sYQ7+mBcyBLDOZ3v5d9o2ZImNmji4LD1K0bSJrDGH4FNMw9Kr1sm/o39tL45jQsMlchNSfE1Cczs9XTQ/XixNgoX/nlSKtr13rU5lnTUevms8ag8KUk2bcUtbkpvZiFEKnjAJ21rUk5V8apexlVJuWbINnwM9G7ze0PePva8Anf5Y9J0gWHtfNNmfNo71yYWjjOXz0PBNQDxJyxsYYbe69Lwy9AIghZ0Q/Fj0gyloCcYSQch1212U0F9vbe/l7f9nBwOZmVRjyrhSP0Z7VmTTdRWPy3jlmE/jitz2FXNnlF3/uU6wWsQffIdmpfgtRbl7d5V/+134nb/uSL2I2mzFtGirv8ZXHZ+nbe0dV2XdX1XhfUeVP7ypw8OP/5w/xp77zL/Py/SWq8LYbM37fH/h2fsPv+L1I3dhkCgzEJGs4EIgnLBcrPvALf42wtNhsTQl1wsxXfOk73sS7v+rL8ZObRtWLnKxlYzgenyTe/OQVO/mPhMcSfoQ+jTJkD4QB5VtLLoUYL4MW1+arz2sra5oJ1KR7qLj1xHUmV68jbh9x1i+XmfdeDU88cdMAXUkUkofr+v4Oe1f3qGYHQ0IeCaM+DhqFQnSdKjefeIKd6Q6nq/usFK5UwlvefIvHnnocPz3YGJuUv6dck8/EKFFCwmp13HziBtcPplTODqZSFdQ5aic8fn3G/rUJ6iZ5rh3NJHDz6r5ll0w6UmH3cKZ/A6P2S7/zpV/HMpawsJ9TErq5Qzy0i0gM2RM835eytkYcNI0HIk6g7cxUduVKxVO3Km7uTXjmmVO6Q+HwKCCqXDno6FZHXLu5z8lph+qKqt7hdB54+c4xlUYm4RWuP7ZHPZ3x8p373Lk/59reLgezivuHJyy7BOo4PYmExQJZReppg/PQhUCKymxnwqpdgquYTiYsZGknOorQdS3PPP00NJ6r1/bpTpccnixYhmRaltMOJyZd9nBqK7CVcwm3+boUX5XUr6uhiqwN6JmUHxJ7Fa/9c8H04IG3TYJUKbOtaxklzTEw0z0pDGKdyRjzPKsaXjtrINcp2Yw1Vor3K22EVYoQIVok2+G3cdv6OntpN9OMsqjX3jMYwMpzm3VtalXOjFOv7loHeNvu3VZK/W4c1WCVZM3F2Xs3y9n1s/bUxvvOznd5d0wpZ8ItI0M+UKu8RIexh56u9gcuqdElEJyn15psgs71tp/vo7K9b+eXX3YwsJVBDUqdAc2N46Tzpk3AFz11hT/6//rtvO3rv4bv+Nf+PB/6xWcos6zJ0pRq5Xjq2gH/4m//zTz2jncgrqJsGBUdreGU36lFjLP2lTamjne89XEeP2hYHLYoyn4F3H2RdPhZpK7MnpwiGiNCQnMIHAqr1YoXP/0ZNGRVkBTbHKxC4n3/+Kf4uh/5fg6uH4CLpNiRUkBjtIN+Arz03IucPPsMb7wqHLeJVbBjkE0lOCBIOJvj/kHlVdmSyuLvqYGaVkXtpMYkgZ/9hz/G13zp25jsTG0sSho8J9y/e8SnP/QpazspgydHRPjgBz/JL/zg3+Gt73wzgpJSB8ScKc1U+4Wo2Xjamnjm4x+hOj3m1o6wTNCI8vH3f4Cf/v7v4+qNK5bOFSXFDlKXn885JZI5QlpQQ0TU41CefuazPPv0c1nlZwQ7aeI0KD/wff8b8eg208acB5MIx0dHfOy9P8X1iXIUYBktI2YBijoSM6Qn3gasiutqnhU2CU4WlnjlJTtIuXfaylIONrQlwSV1rezOsuNhC6susbvrcD6wClLccmk7IzSHxx337sLe3pTVPJKiMJvt0HYtSU/oonDaJmbLFaujBXfuLQgImhKhbVkuIvOVrQMFIp77pytk0RpBS1k7IpFFq1y5eoDGDrfTIKcrrlzdZTKruXN4ZL+tAof3T7h3HFl0JQ/CyE14CJwfluUZutJzq36tSx5I2ydnJciBadqVGBOSLNxXMkgYbxljJoVIxzXmsqaNUPqIDZd9ksrzxrwNCKbse0FPyAeKuC0yoWfSY/C43hlrR2HeBWTY7hpc/XIq5/XIALu26ainffOG/hVwYyk7tNeUrJXSvHOkcKs7rT2w6YA59H874Fqvd32MtPjvSJG8H0wsh35u0kldu2dzzsvfJVKq15qY69EgALnNfgx7P/uJY2YDu+YrMz8XB9ANMrEVfF00Ng/sv17yzs9HnoH+pRtS7biomPTnBCaV8O6npnzbP/2r+cpv/ga+5y//D3zww8/3J9A5FXYnwrWJ44lpxe/5vf8cX/k1X0wz8ah2aAykEAid5RaIsSNqJISOFDr7LQRiF+m6juWq41NPv8B7f+ZTHJ8IsVP2a+Etj1W88923aGaC9xGLUjBP9JLytvEVhwvPD//kS3z8pcgimVe5d3aq4vWJ4/GJ8u43Nhzsw2wHmsZBMik/RKFtOw5PI8/dDdw5drx8FLnXas6YZmGLsQg4KpnB2ojC+ZP+6r1RzeLtxKRQIwxGpCsHswau1I7HGuWL3zJlfweaygicc4BT7s8dP/fRBbeXFrGR4y/wTjjwyrtv1rzllmc62dhw2CmCCDn5TD68SeHoJPHyvcCdU1gFJUSYeOHmlYbdKTSNedw3lfQmAxFjUkJ2fswJIirjadxdwQee6zjqlDbY3Kma38F1Bzd2hYMp1JUR1i4qhwvl3lw56WAeB0DgvCPENDpOuaeM5qCI9qatAfxuk3yLpKSIz/40FVQTI3Aph2Be23fszjz3DluWnR2UcvN6w95uQJPw3OcS945LHn1hWsG73rbDW968x4c+fJ/nXgq87a3XODmZc/vOAodw9QB2Gk+7SswXgb29KW9/2xvAJZ7+zEvcvrvIPgw5AVE+2hW1/uztVuzuNly7usvjj19nvmp56aXb+NRx69Zj4Byha1ktltx+6Yjj40SbvJ0fgOLV0pDHZJEThSltc7ezoTUH1zKO685bw1iqlrMCSvz9QGWLFFykZhn9K8/a7dKfczGW9NaYgy/nDAyyRv/FOpKBdm6rmJRcNIXjfhWGvl421kpmZH17lRwCm5/LYRCiZ8fP+mCgpfhIFH8MWPfaLxBt8Hw/37nNudxPiuTLKBQxM+3xFG08f1nHvvJML7nklvbzsWGXWzc1lOcLUNkEA1u48Jn3jttcJPm882XkiC2SE0uN6iymko02j9sWUzZbpuxnsoWen0/7jX78E5dnYCgmIW1OtgCiFv898cLBRFgcL/nBH/xJfuj/eB+feWm1pg5DSmhf4mi14vv/xx/kx37g77G7A7Opo7Ig3P6oSpedCs27vYQVCiFatMCqg8NFohZlry6haXD3OPGBD36OyRR2dxxN43EaTeHsTV3oRThsa+4tgp2wSF5dhVCirFBeOErcW0auXqmYTDQfVmIW8zY6TtpIiwwnH5J9HtScGVtKkhazb8YNIPAgxn/Z+/LNiJTDP7PTk+YTGFXNfi3KUYRPvNRydWZn11feQhAFZR5rlimHJDHSMKgS1fPCcSB62J+pOSU6C/nzTvr9UmyOqB34tApKlETtbaM5gYDwymngsFWmU2gqsWOwvWIhhc5OKlQLN/QCmsocCsvkCIOsuDYGS4E7q8RShKl6i1EXj/pIVSWaApSwCBAVO9WuHJ7Vn1kgAzTIQusa3dku7Zq04L2wt1dZXn4svWs1rQzUuMR8GWhzRIzzymLRUrmKGJVlWyi3sZQuwnMvLXn5zpK798zXYLnqCNE0Zw6lricsVonlPFAhVClxenqMn3rUKfXUEyO0q9j3Z9Z4mtqzXHaELpLaDuk62tWc/eku3LhG1y1wmeqIRk5PTlm1KW8VU487NdDlG2GxyoO0lpluO+ErUtVmVMxaGdHeYfjHiXyGMDwlq5+NMG28a8zI19tmDno25imvB5eZjJT25+tojmBhOGSs5BkxZjnY7c8vkpVxVqFJmZqPaR8BD2VQnYuOHOus/jMMuACLkmq7MEsZmOf6mKw/XyTk0gfNdLEHPaOymeXvsgLMWHtSohl6zQgg/Zk3254Z+rHeFz3n+7iv238vB0Gt/yr9M8OpjANAQhlFd4zDSHPEkzM+lcq60bPjc8YBvAdplwNT8IVMR5xLj6goSMqy3jWV0DhzXru/iiwXkWU3eM4Kdqa596ZGrx3Mo3J7EThNsKd2ep1SUKolz/Hie6RtR8+aV3aH0LaRNtqEOQH1oCRWmFQao8Ops9DFlJ1jQjKVrSgnXaTk1ymoVzHfh0ntaXwkRGW+UqoVtDFmlZAdapOAZaskvB0lWiSTzPDs6FllyG8uXFYF9rBzYt0wKdZ516urvGTHTMgABVCLX182FS6RY+xtDLvYBztZXzMHFLHMYTEpp21EKqFxCdGI9+bhnYoExjDnKoAXqtpRdckkcZGc1tWS/yRVYoTKe8Rn3wbNjlcaTSrP4CpIohJH7AFHHoOi0xOlBHRGteOxzQKS8N68/psoqCuhRZZLwgvWh5z+uEChMm7ajy89nT/Xv0PN9ti1dihQzCoh59UyWIrSNC57mRtYPFkox8cdDqELVpfL9uIE3D+K2XxgkTu3XzrCVbnLDpz3NFPHatmhSVgsO16+fY+dgx1WXSCkSF15QmvankqE3cbTVELXQjPxPHbjCo/dvIpWSrda0h4fUk1qJKY+bHNnd4cYWqo6oEslrkKO+8+H+ah1dnBuv1hK69Ww52gGKMwQHU7e6w03wzMDMZV+9kr9RfIzQl1OrVuPakABVxi8ZrBj+6Jva3lbjohYVx+vz/9m2b7n+13Sg2cbiiEKod9DhQkJWbuTNurUta/D3hgLE2Mpdvu8xDgAgovKRTTsPA3BuQywgA4tY7tpdih9YDRno85eomyCiPJ8ATV25PYAQgaAZCe69mN3BvOsC3flSjkW2U5xPx8oPZSwt1FeFzDwoIaVjVHOGW+8MK20uPPQJQhR+hAOJ6NNo0pdCbUkkEibFB8d82XAe3J8seKTZgJDLyHZsbPRVPSqtK0dl5qAKEKURCVYQokgdChtW1RbmTDkPAEJZd4JKeXDligucM4kFmyhhBDBJRatEWMnChqIqnQxsmwjbfTW54Shd2dtKj4CimYHsuxIyOUXwKszGRgz9LiRx/VYyi1Sgw6SV7a9+gJoHNnpQfr8EEWoMqCsqHNoilTiUVIO9zQmL86c6qJiXvTZFGsAOg9MssOcnFo9KSUzbyikGPE5m1RMiheHmQxkUF+OCU5mKLbmHKREChByKGzJU1D678SiXgI5lC2peW57sSO1bfR74EshcOfQnrV5MiGBrrVQ1KqC0CldOzi/aVLEFxov4DzzVbB4+SxdiJiXs+QxLEwRDLTVYu+1PA4r055ldbc0jhs3r9FMakKITCcV3SrRLWJ/+M+qi3g8TpXawer0mHtxSb0zNc1bGzk5XTCZTU0L4Suq2lNParoQcQRqb6zXzCyDhHoRjR5UtfRSVy97FlwwEiIK1B0Oayqcrodn/RLo58iVJ02wGJiNrjEVLQ8CkgYhcHDaKxtkeEhHKFR1xKzzb2ecg3tbwDB//SN9qOWghSiAwMwXIyldyimF6853ayBER28Y8a/1rXIRIz/3pzWzyqavwCY42QYIHvT7cJ915ozvxQPa96CyqR25jA1fVS15nSvRFv0vG2Dw7Px6b1lsS4qc83wXXm15XcDAWbSyvoB7MIDtOZ/T/JIsqkAR7Lh0l0NjyrOmuvZOKaaYEISVB4+ji4ONzJLkZISqFm6kKceCJ8s+mJIQgqLeE8UkwZ5OOCHFhGsTXXL4CjSFnqlFhUVIPcExpKAD48YTNdFMKiYzx2zPUdeOyjmcr4zxi8fNO45fPGW+gnmnRBwpGlOLWmLXhwjhdfuXbiz0yyHI7eq5EsJkKqpCXDVL2CJDiKdzwt5ezf6ViskkazCwZFCyBJEug/VChm2yxCn1RNg5qNjZyZng1FKWlmQwtj7sZMkQbEwlYVocdZbZThN4pZk4Jg3UNXhxOC+kDBq886hY+lmnBuxQU0cDxMqI8HCKnWkEyrqpZxVNY3HAOCXiWS0jqyR0CB2mESljhMsgJGnf45Iytj8r6YIy2KLLRhcL5fMRVym+MaASO7u/XSXqiQHfpBCTHQUcgz2bElRVJkb5yOV+dYgZnA72d5ivOto2IuLxjaclMtltgMCqW3F0eB/nHHvTmuASq9NAtzJfjuOlJX/SCO08crgMtE1LfbJgun/AdGef+y/f4cX7J4gIVw52mU4SJ8dz5vPY+wYgIM5ZBE0qFPeCtZz/a6r9oUjx3lJ68G5n0K/BWIZUPQXEj/ZAYdg5k2l/mFB+ccrztAYIJIe0re0r+yyq3gKEndvw+h+DgHP371jO1l64AdbCJwfdpKnKpfgyqq75ZBbQsKZyXxuFUncBZwMYuYgRjVXxm2Xct20S/vrf5wzDlmfGzxbpvAAye9mZlpQa1tpzeV+F899f/h5rJewaaNQeoPe5bvqBznPfAyRrn2StrO3hi9t18frZXl7fswlGIKCku7UfhlXpcs7ymOw8cbKtJGhhPsW2ZLVFNftsQpC6Zjr1TCZCM81hhc6brdg7fCX5eFGHcw7vXB9y6HLSn+dfvMPTn7nD6VIJrSUKevyxHb7+m7+K69euMp15vPfUjadqGiZ1Q1031JMpixD523/77/Pj7/kEXQ4Fc1mqX7aJL377G/lDf/o7uPHETZra4StrR3Keyleoq1mcHvMf/MX/gE/80IeZB2Gy42hXShvK1r54gh+Enh90//o1RcURk5DUMv0VaUfFzumeBuFrf9W7+BN/6ju4euNq1hIMNvr7h/f5D//yf8WPv/fjBCR7wVvo1q3HrvJHvvP38+YveRuNE0M4SbP9LNh58tmOndTaoAqL+Qn/3X/zffzYj32YGI3x/7p/+lfz237Xb2Y2ayzRU0qZ2hqVlqxFUWfOUjFFgkYa5/E4XnrlFf6z//Rv8tGPPm82V2+b0AFf/TVfyu/6fb+T3Su7oJGgymK54Pv/1v/O//H3f44umM9JzBJIXXm6lAhxWPVl7ixlwkhUvXg2KdqE8leI5hgZoyUqUWfMXZxQ1y4fDGSUvq6F1JnToKq1x1J9G/Pu86EjOPHcvHmdu0eHHN49ofGeg/2G5bRFvKfyDSrC4TywO21wdLSLSBtSv/+COlZRabyB3JginXoqX3P/ZEE6POX4qOM0wsHelOmsodKEqyuSg1UbMedUGal7+5Voa3jr+jdkU/pdIjbIcSXjekTdwBd6YVd6p+RCWba9JyVzqBWfJTpnzLf4w/RgREetHWOHohVCsiOdAe3yRsMsembPnm2LbnDIIZuFbqwZMD+pwfRXAIyjD0dh+NhkXOXaGUGDs7Rluyp/aKrIUH8Zj01hZpvjYDnlUTWv+dFzY7CxCTxUddPVY23LrTd3bKffRhMfrEXY7Mu27+O6zgpv5QbJa2gAU4VmSOYpugUgPwyI2VZed58Bc3yDkWKrn6ComCogKW1ODbs7cXzVV30RV25d5x/92Pu5c3eFMQdwSekCHC2g3pnxB77zX+dLvuorqGux3AKV5RpwzuEqS+ojOMv25xzO1/bde5zzgPC5T/0Sf/hf/Td55rmX6BSuzjy/6Ru/ij/+7/57NPtP4l0mFOIzMSmhIA6Yo9WUn/6Zv8oypH4TOgFJ8Na3vJFf9et/PfXBG3BqKXcta6HPfVIIh3z5V7yLH/x7H0YRJrUzByuGVMRnMfvZch4qfNBi2ZRmTLPhes/xMfHQJJDgy7/s7fzqX///gMn1TEaTgTaEp9J9vurH38t7f/ITdKkcu+wQFd5y63G+5Tf9s+w89W4qrVEi5vBjI1MOqBG8aYSKOKOnfOhDn+EHfuRDzINjt3L86q/9Kn7Dv/BbkWqf4hA2ZJcvxCcz5BwFknLdiLI6vc0//Afv4WMfe2Eg6GK2uq/7mi/lN33bb4HJPpBIIhDnvPLyPX7gh36BZVeOLyb7SuTDpFRGhCw7gz3Uht3Iva6ZuVeCJtenKK4amO14fK12sFBraU27tlhQlBKql5KBgZJ8EQycJRW8r5jUNSnC0dGS2VTY26mJIdK2S5rZjBs3DuiWLYvTJculgRNxgmQpPiRjNtOZY6epmEwa9q/s8OwLd5ifBFDBKxaieALNpGbVRYIk6qm3PPtJabuYfSAKtTifEg9ssAAIWSfe5zw6lp56VXxhLD0gKBJb1iFoAXSjevqMd+s0TWTwus+kfE1l7XKyKMugui4pm/SnPY3pW9Uvne3AvvdzGO/jjW8Fi5pfzCBYjevZbMv473Up93xhY+xhv9nGdWZpfdvUFqwJJbpex3Afa9/Pa9u4PAjEvBa1+xj4XPR7qb8ILSU0U9fQzaC76udWsBTw2OmqVp+7cH9ctrxuYGAcYlHK+CxnI/rGRrqYUDugjaeeuMLv/t2/lV/zz3493/VH/yI/+Hff3zvC2ClzMG+Fpw4mfO3XfSNv+dW/FpXKmEmxhVkD8vbOaDE7s/VnTqsAgTe+6ZRbN3f56CdtU+3UDub3YX5EtfsYElucJsw2F0GT5QpQSGnF6Z3bOLWYU9vgsSfET3/sY3zqx3+Ap97xdkTsuRQiXUzE0BFiZHVyzNFnPsw7bzU8fy/SpQ4P1AhRrM82WCWrlwGRzXX7sI4ka/eNiB+Q/asysRVzRKtEqZzS1MIzv/QhPvmTP8jNN74xp4FO2ZGmYjmf89LHP0WTYJ5PFxRvTP7FF17iU+/5h7ztq1+y2H8K6rfxXc+1oSgeRWiXS+596sM8sVNz2MGEyMd+8j186h+/m52r18DlpB29k4WSYsgHiVjdaMpE3JEQbt9+hZc/8yxOB58UTRBJfPhnf4Gf/bv/M7vX9xAsV0G3WPKZn/oJbjTCvZhoVQn5nA3NDoQlVWwvDY0knwfPx+YfJuGmBN0qIs6TokkJ9RSoYl5vjtAmuqUyHIuqmCrZmFGICcQy/I0lrBeff5kQOxBPRLl9Z8nuiTCdeBZtS1wldndmqCrLAMug5swpSsyA0VeOSePY2Z9ROeX+8YKq8VRC9vuwddMF5WjRsgOczhO+cnboVFQCUDeesCzBs5cYr+JYMyrbTGjnPY3mEFroY9PtwREAxtaUOeGPkca6PVpGJ3OWOnTUhqISHnLYM9ImlFoLfDCaZVLiOrPc7GvRpqQNZpdyHveeYeT3Fs/3TW3C+Z7pw9/bxnMbMNjGWDdzGTxY4h6+bzuwaCjrEQlW+dm6xtqKIm1f9v0PKg+pmWfY1xY6bErv0khsaW7VuNh5KCFZaLvgLwBml2vU66sZ0Jw7r6xJOTvQhqgdonaMsQ8tL3/ygyx/1RuoU0clZqN1anblypnn5snRnPf9/f+dneYUqb05kMVgh5+EjhgjmhIptsR2ZZ9xRdcuCG0gdoGu63jlxfs0Ry/wrpvCqlWmVcsnfvYT/Pd//jt57I27eAKaTA7UmCzNajKnsvnK88Pvfd4cu7BNmLAwwa5Snv7sHf6zP/dXefOtmt1daGaCdnZiXhcTXVLmC3j2lZaZF2YuEJPDo+bcpXZ08ZBqu6g8z5c4t6H6bdfXCIHAcHyjETXBGJzNoTkTNuIQ5/mlX3qRv/Sdf4E3PtEwm5rjoDNlBydzx/vef5+gFs2REDTZiY2ffvk+f+nf+o/4srdM2NvNiX46WySSSjx4PpdBskOlCieLxDMvLLhWK9PMWN73kx/h5U/8Ba7uOnyT8FUO5yr7KiZqX8CTLTzJiT4CFony9NMrkNTvQ1TpFH7iZz/Jc9/5l7ixL1SNImoJol45CRxUijbKMsIimspc1CJMnJSEP3lsGdtxH7RBS/DoOE7Z6ogxS+IZnBVp2DnHahEJHSMgwNqn7TmX8cEgxiSUo5MVVWVK58Y5qspxPO84OU3Zl2fwz6imjqko06rGV57T05blPEIXaSaOaSVEcUSBw9MFJ8tgQNGbxmQ2q5nteE5PWvMNCZCyhKSaLEXwWtu3l4Hojcb5nDW+/bm1q5kgrQOA8fc1tb2u3zZmkpvq8SLsrDvKlXasS77Fz8mN1OObZayt6P/WAj4HpmiSJ33Cqt5sckZ6vlh42AQKFzH7zfu3aQP6vl6Ke57dL9ud9fTMO7bymLW/dTRP4zGR4d5CEs8AifX3bNa9rWtnrw1raQ36lfGjmJQYrRtbeM7Z0eKbq+MsEHhwjgHgC5N0CCkeuMXBr6CDYcA9if3Gc2MKTx7UPP7EFd7/9CHP3WsNCakR250Gdhthqsrbrje87fEps0aZTsD7aEk08gYwfJ6yU1c+hAQhRDsNr4vCyRLuzZVlEFbzhPMVtYP9GexOE7NdMSe1qiaFlPMX2Il481DzM5884bN3IwHzsHYOGqdcnXoO6sT13Yr9mePgyoTp1CMpoWKHw0RVlq1yNA/cP4Lbh4HTJCy7HC6npoYtx1/HohHoF+LlIOyZDZgJi45+l3zdSTJHvP5sCHPudOKoPRxMhZ1Kub7nuXnVszutzAHUJbwoy87zwafn3F2oHbiU3+FE2KngaiO84XrDjT1lWiVSciTnsDPrPDFliV69tTApqxA5PE4cniqr1uzf4h0TL+zMPHWT8FXO/a7l+GoDM4Lic9RCOcAmaSTg+diLgbvzRDveYE7YEceedxzsiOWGcJb5qe3gZJ5YrGCVhn+aAdWyg6gelWjJj9SR8kYWcX2I2vnzZJuiAD56NjQwShHBVYqrNEcc6LkHs2wS0MFkV4BiYjL1dF1kWjkO9hyrVjk9jQjCwa7j6s0pMXZMqorKeXANqy5x5/YxhyfBEg7NHDevT6kbQZ0gvuLweMnxyZLppOZ0Edjba/BEFkvBeWHZBkJnRLDJzoOL1SZxPc/Z9Syg3WRyo1rOeabcmfq/x+r5ASBkJ66MBLKuMdPcbVwi23jLm/vkXes5EcZ28DGj3VR5G9OXoSclU6Myum8AM8X00V95CCn3TFdGwoRVZaPgWG/nuE8XmcUe5MP0MCa1s7eN5+7svcXhXDfaMAYvdm/qx2/8nnWwV8yf6yBtEyCU3zeBYnnvll71/7VglgxER4dIDUcfl8iys0Uk/ZOZdEjR0QIevAespHxioXmi194yur1wHHju5DZ3TxJJ3RCOlkvtlQq4vwp89IVTmhp2disqb0mDxJmV3WU1KoBkO33J5BdCICQ7djWQTIuADWQUYR6FtnUsvGMSxaRMLNtcUpP/VrEjFPVHRt/GQ83O74Cui5yI4qYdqxjsHHIXIamlJE6OmBxRo2XcS5ZDQcTi10VAkjlYFjDzquZhvOkYE5ey4UsymcxEs6FUTCFFJRbBUZZYFxLLzuGrkB3AoPaOaHEhuS47OlfEHEU9ICnRhsg8xMzEhOS6TO8UkZTjzRMkk0yTGANxLlnoqIJg5wmEpDkhkp0T7rImAjF7b+XNsa1IBDEp3lU581r2My+7VQWvdtKfSLK5SJKNFSa3V87Wgg2epVPtsDj6SQYaBQSp5DMM+75dTOwK4RjNTn89fwMgdkrsCjG+HBCATY+ELNWqUnkLQYwRvPc4l0hR6Dplseioq0TqOtrYsgpL7h9HupBovDGGaWMHOi3nS6rKUU9rDnYbNCkxJXZmjmltByjtTKCZeibBc3rY0ibNWQf77l2qbHfYMtC/Xs4TarKEnr/2qZ/78Sv3pJzUJwsxUmITTLuybi4YnNIkazzKveO8BGut2CrxbmeMpv0v/jFjr/Xh+Z7Z5HDeFNff81ocziRLb2WcttnqL8/MtwG58+49K2Hblh1fLPvr7H4YlGlngcv2F0r/QilSEtv6OICw86o6Tyt+3vu1PFOakPmJXTNn6yFyZTu4upTyhS8AGBAEKTH6jAdRclhZzCrJHFOZlKSJLjNG0eFstnJCVOMdLgZiTCxRknPQBars/VtCOIqGuByBo6o5D74BghQTIbg+axjevMSJSiv5SGPvcThC6CwTXWd5BJDEIpjHtmq/JGzDJHApUaHEAJ0obVsYukedZT+KSehSpA3QpaycLwhSLSTOzCw5xCkvgp6ZP2CDn6sC7CHFSGpCzDciL/4SAuUk9cCmJB8CCEHpgtAGy4JeOWcOnjGAmP3cMqsVSmsyheUOENRVRFeuJ8Cbl7yMQvRUScQcZyuougxINEu6imLzF5J51TtNFlGSKXzQSO83UrKBqaU+TqN5o4RTCj2xRYUYgCofaZPs2UHlC04ttFJF8iFPUMmQOrqwJh0ddPNayrDZ5cLqzqhxRyvUfgdwxKDUjeVLOJoH6qknVeYOOtltUKCZTpnWlflUrAKs5swmDRIjk0nDzkGDiFJFl3PvK5Ii3SrQJuXG1R0mTcVh20FIeDw15vzonGPZJTtzJNOF8/pwueIefMslyhnHWh0AgaJ2INkWJtjvuURW+ZLT9GbwUfbwBXt3HSAM4FDy2u1P/2PQMGwHBsV8cVbb8CCGsc3EOHYm3NQCPJxUvx08nHUypN9nZ8vmfjrb983vIGfed9actMUP4YJyRul6zqND24bnLhq7onDor2eBy7Sf2ZQ6AgRj0+Jly+sKBvopyE45/dGZRf2BEWXnTC2SVFnlEL2YRlq4gqpGOQS8s5P9FDtTQGul0pyHPqcENsasPdBQNflXkylMU8IcoUioM5WuRmdMxtLLUYdM8WWQIDVFEpZ/oEsll5mWRIGosyRGnQptAEmQTpV6krIDSKTEgodo2ol5q5wGWEUpQqclJsr2c1Vd00puhlA9cC4etFmzSttlCbmoIpNCPk4OryX5kadNyjwotKbmbbwlDorJ5g4GQCY5h0DURABWHSw6R0ARnywCJKeJzk+a/0UyxzdNSqt2pHJUy1+PU6JAFGcprRVccpavIOUxFPDigZTV9jYOlbO2WAy4A3X0EQcJOrEogWU0r2+PheLFBB3WBwusGAJmzbne2xoShZTXrEiu/9VDgbOMY50APKiYXLMJ/4yQxAQz5/DewKmizGZ19gUQ6qYGKlYBqsrTzISb1Q4SEqINvq4zYNM+jC8EM9f52nG1mTKbVjgv7OzO0ORwLqJdi6/N9BSD9JqOy4zF+ev4wZRwzMwedHvP/EcqYYU+yVi5x2iL9v9KoKNpELNpL6sgijOhuIF5FYl1XfU+EHsdKkDVEm2hZBPUtjbnd5Wc+duYzYgpnVc2GadmFGEk4fyQxIvqG9byxe8/qwkYP7cuDG22d9Oc9KByFhBstvuBVWzcU0JMS5svVtmfNzdr13Joqjjp/WzWwUARmrMG/BLlC5KOWPuB8cNAi2Kw2Zg1WRpTyTb9NJK4S5/FHokpu17kJEJOBB98TsxjkqxiKW7tmADTSaRkTC6qob8UpU8LrBG6zhiZKLjOQMvRKlJV9LqmlJk0uJxq2NQ4iRLPa20/7oR5Z85f4HDziDgMDACoxanHZNdCUkIyR72EqVe1zxqSpYr8ddBEXEzPznMmHH7LNlDN/sVqyUpSVr/3z2oGO1ZRf+b8YZuoK8E5xbtAI5YdchG1BzvlVECPsAoQAixi5O5CqWxosjmHLLIYcDDcbxkENdmYzleWTbAMhDihbk2tT2mjmAueiDFsl/X0RX1YOds0lUAXTHuRSGaWyOl7FwkWQamjw6/IKZI1p7IWUrA12GH+HOLMftfF1Nvly5ogr7WHguznlMs5Xw33Dk5J29aJ7bWolomz8gaSJQlaKzEkTo4Ck4kymQZSG6jqirpxOI2cnrSgjulutD0UlNU80EwaSwktlmpa4ooYHV3XEtvA7nQXrSqOThYIQrdKxGDzo1vbudn3VwuptknhoyPFGZmMWJe47e/8bi05BqwGJwODh5yboBz0U7RNW6Tf4iVvAkYJjVyP9ui1EXJWih33ZCyln+eT8DCS+/ax6n/IQPuslL3l1pFWZbi+zYny9SjbNAFnAcQAvC5bz3ZTnZzzvTwD0oM5OftOHUv7ozmNg8bHOc2gIJtHH5LEvM5Jhx7ArLK0FJIxxhDt7pJLflPySSnRIhy3LtubXa/q9UvN3uSmdUiqOUpI+o1lgICcIRDItt2QF3hUYwySSg4vsJPRcqhQH9JniEEQamfStGWzs06rwEmnGdTkSWoz45UiVRigUKfmIZpclsLNJlfq2kTSw1IV5DUQxn4ORmhfMGas5GyMDCrK/v4gnOa0v9LFHgGbb0FiUkHtc7Y86LUsCWPoyVkCHVmm3nqgPbGKoJKla+uoU0FFeofKtXArZ4jYbPolFMsiIQrBKtK/ZO2GpIg6ZVYLdTXkICjSXcDZ2RUpoW0O7M9Or7E4v64hcnBqwDPktoW1ackhDOiFe+H1LprVT5ocXbBcCYiaU1+MeA9diKzagDsVask+G2oHRnVJWXWBw5OIWvZmNAlu0VJVSuVtw62k4/DEzuTYn3re9a6b7Mwq3td2vHiv5WQeSCnnmshDO1b0rxHvLDAgfQdefTnn8XWV+8X7yznXt8/W0VDHJpPpATcjYMF2afZBquxtrSrHAW8+f365PLjaZg4o7drMyT+0e/z8+PprpVljZu3Wxudy/gcPCvUdxmVT2u8p7yVNPNuurc/35ebgLPjYzC9hK0syb9JLmsq+sAcV9UQ0286QHIpXulNs1iYROxl1S43Md1G4v7QjZbVMWGYkGURn5qbGsHVz39tNLt8smRGmVI5ONb2CZCkfzelKHVRO8V6oJrXFSSOE1YpVGykpQhWz51TOHPEmE3j8sV2uXL1CXTVMpo7KQ13XiK9BhK6DF158ieefu83pvCNSUimPGN8YPJZ+XmJfnYeEz9x35rkyKYPdsRKhEcXXlh5o1jh2po5JnbUOzuO94/C4Zb6wse80m1EEfC00Tri627C3k+d3pHFJ6vs22lEyYump80l8JwuT5jWro51T6gomlaM3y0LOaGjtr5AMMBJaORI19cSRCDgVYhJCiHmDOUJ0tF0ixkjts+94snXWBWXRKZ0a49d+BZfXlWsbRUcx3/+ElCGVlRGU3b0aTYHFIh+YVdJxe0+KiZWS/VYkJ8MCnOSMn45WA8Epde1wYsnBUDtgatVGoihvfOKAp24d8OKzr3DrYMrb3/IU7/vA57h9Z2ktehAhHzMCYevxvJctfYKqwkgYqh4DgnLPppatr2ft+tlrvSYgL0rRAhz0gUxyW3TB2Xc+eH+ftcWXfg3XHkZxtWZqOae94/cNdY9MI/br1ndvv7bZr23S9sXr5zxGvdkX2WJ+Oe+dn5/yYEK+1RwjRZgZ2lYyXF6mfMFPLdyU9we8TGbEwMhpsN/7QlabD5vDOWFn6tjfbWgmdghKM6mZTmqq2lO5yg6mYZDGnQgkh+BxHkuII8Lx4THPPfsKi3mXTyi0zG2Vkx4ENDXszhxXru6wv7+L8zUf+fRLPPvSnJjVjWD+DBPvcF6ZeXhqJnzZO65x5eA6k0mN75lnRUywapVXblT8XDjlU892LNqsls4oT7LN2yRk6dfkZSSBByPh0RIXk6wHrYP1yaR+C/+sK8esstDO/Qlc2bPwO5ez3EWFdg4LGep25LMDxNNIYk8ijzfQeM2pNk2yiWr2Vs1moKLCDxHmApOgrDBHQRU7lnjSQJMPuSpAUMoBhAg1NpeLpMxTJDqY1OB9Bb6mbVd0rSOliPPK1UaYzg6IXYQUiV1LWgVL7NMmTkWYR5gH7VNjC+Q8GDqCBqPxvSSlfRgzwHnPbmMea/d5ZTKtqJuG1aKl61IGT3k/7UxYxUToOhSHSxZB08UEWE6Buql4/MYeTz15wKypuP3SXe4enQBC4z3zRce9k0iMicYnugy63/LUHvePDvnpj7zIqk38U18z42u++Bo//Uu3OT5NhBDJirgHgqdt9Hobc7q4kvJxMQHdPpbl6GAjwOsJgsax7PkNCmTtwNl2Du/ZVPMXsHyZto3NBWfvy+0QRgxZ8rWz4OSid2z77byxNtNHomTmHI/NWDC039Y/Ly5Gn0QuJwVfig5u/L4O1i71mv5d2+p+kMbnYUpZR5uCbhHcLlO+AKGF68qQ0Zax/63t6hwNsEX0VQUh4sRymeOhAQ6ccqNRHrtRMZ1V1LWjrqCuKpq6wUm24irE2LHqAqqBJBWWYti0EVdcDceO+5qIXVbtO2VaC7MGO2a3gp2JsutadlRIqc6nJ457ZBJv5SzUbCKJ4ztHPPepz7C6/iKVVyQfg5rEEYLSRuH+8YrFydwYZ3GUTaDEXgLqHUZew0K6SJUmOdSTrHoa0q1IjvgwjUmxTwWUZbDjiKtk9voIxszV7NGKSepJkh3nqrBaJU5XjtCDAe3DDHvHSNH+HPQQBU22Viw9tJmWEMletaZdGiClh5TMUdAJS/Xcb5UVIJJYqrI/a9ipYDLbZ84JIp5uFem6Fuci+3tXWS4TnTpme7uQEod3F/ijjjpAI0KboWxV+Zz1rc+Ob/BTNCcLKg6Knx9P9/FclrLNHi45syCqeA+P39jl7W++zrve+iQ3ru3zyp37vHJ4zKTZZeICs0q5dvU6XYw8/9KLrLrElatXEYHTxQrvPTu1cGVnyuM3rtJIx/PPPsv9rqPq4MqVhkkNL606DnYq67skmhr2dyomJF54/h53TjpCcnz0mbs89fgOv+Zdj8Nkxkv3jnj+xRPu3l0wtsOXvo4NY2PP+ddaFB2Bi5L4pwDjjZfI+EtxqCVrEo1upUy/xrRu3NhiM19rg9IT8s1ogk3kc9Ee3n7dMbZPl/eM1c3jNmyr5yJys609dn+f1WL8y8Y71n+7bMKcAUBs1nF+G7fXs228tt378FqHB72n99vKj5bjkLdP7QYgK2rwft1c+Pqt5fU5tbDYVvpFto15KSXbXblXUIsKHm2WtT5mMbPylpdgopaRaXGy4thHwtIOa7GMgZa+sageVc07PeLMCVFz8hpnGzkGWBwFM/F6O4fcAVMHezs1Va0gAecSXeg4PgkEdXSrdghby7MjmXlOvFJjbT6ar3B1yIrvYhoRVm0kJc/xIjBfmrkBGbL/JZGcGrigwZypboTIL+PF+6BivhFWPDmKIKvx7fQ2U907Lcl8IAWlWyouCZ23aQspWA7tQX1hCTRQvFgWgqDCfJHoquLg1w9dP88lE5dkv5AubMZpDylQQtA+pLQ4pqpAK57jeeRwEZgHy0MwqeHGtYb9vRn7uxXTasahazmaL6jrihCgWyXSLHL92gG+9qCJ/f1dVo+v+OxnX+LO3TmsFAmCV8uNEEfgtQ9VLZ+9qSWLvZ+HcuF853GvKtsnIExq4dY1z56sCHdf5M7Ri3SryD6K1xXdasVJDHR37yNe2JXE229dY3+3AQV3c4rGQOo6QjdH5vDxZ1/mgx97jtvHkZOlcrhwVF64exRYRbiyU+PEIm7aVeK9917hZBWJnSNK4pMvzHnulVOuThve+ZbrvPuxCU8dTHjfB5/j3klaG6qx0KAMiXwuUplfVNaWm9KD0CLJb3tAM9Xt53bcorV3S4G1/bvObccWaXhNghy96LIS33aN4fmt0IGz2qseAgic164+Nn7LPWPzy2XKxd2+zCivt+MiYPAgB8PLzsGDJP91E5CN8eB7MQA0u7foQUagVTdNjw/XPng9zyZY68wI6W65L9NL8/wvgEe3LAIxM0IFTD1UmF1fnJ3PLp1lvStU2JVdm/PRo0rSjpQkx/TnxDNavPoHQDIyO+cT9ARNjhiVTiKijlaVqL7A95GqzVImOy99qF6Ilm3QJMRIUrNPd0kIKbDszA8iKj0YMqBS5N3ti/61O+SUpWfj40pii9J5jBB7BhAAdppYQmkjpNZS1xY1ueac/WKGf9Dyu2QPWGijy57X5R152hipOtW0FYqji9LfJ6M2x+w7UntPDMkcMitYJcf9045FtBTKzdSSPC2Ccv+4pUkJaSt2bjQcHFxh0QmroLiYiCExPzlFw4rHrs144uYtvK85iYEvftcbeOHlQz733F30qMP14ZA6HBmLoMUzPIeGbh33hyQwDzOflReu7DdUlR1vXIvn7t059+6e8nR2pnSuGjZZP95HCBCJ+I++jFDRdgbENEVSBoMHB3u8eO+U+/OAYjkb7s9b8gySRFgdhb7qrDbBO2E6gZ3Kg3gE5ahLfOiTL9NUiviKSoT9WWVSdom0iWqRPlbjqKevsqjLprfS/2EYNlBpdvo1rRgUA5qO7u8xfDk0c512yZgG6qj+/POaaeDBzPdS3esb4M65vuUZSu/GbSvPXa5d/Vw/4F3nlyF/wEWmi/H7BkB1nonkciaCs74DYw3NxXVsmmheiwlge92srVHJayoJFgavDz/erwsY2AYEhnCS4rhTXMSGM5hcPirUVMbrmw2KZGxSe+3BKzh1lkAmmoQYk6lHy57TnNM95fMEEs5i4SNYpEE+bEYgauoH2eWNXZFwsbX2l9hOb5K0C4KkcjiSmATohgXlMZ+G3VnF7tS+O1/lw30cSR2dCi/cOWLRKauQ1d1i7TOnOpMmi4/8WCWkfH4c00wJoLkXlihFEcT3kJTioZ+chdVVIyKqcZCqUj7ZUDKctcdTgXy9akxjNGk6g+FClG2h2/eoRmAt9A9z9lPTBpRDgYxYQ0oRcY6gjpOTyEITCYd3AjncS5xpM+bHyr0uEruO1L7MwZUdpi4SYmsHHCloFzhZrWhPWqSbcPPmFU4O7xHxXNmfEZ+8yXL5MmER89zQR68A/Tn22qcNVTYTmmyzv57veXy5UvaZc47FoiNlsOQ1GFgpSBv6MEw0+7DkLJOaElGFVYwW4loItJgTqaoQ7x/37S0ADck+LXktxL57ec9rTrTVWfrh3uSE4zSDUdVga3BE5HP+qY21P/Tj1Rd54P7Rc76v1SJFU5EXJMNeuigk8qyNWrbe179fx/de0OZzVdIbbd5gfuQ9lSn2he1+LQB20zei1Dl6Q7627f1ljMb7ZHs7x/VftJcur6FY37uX9UEYm2TGz6xHio3rzlxRxr8VrWIBSNLzzpSj2wYFz+X687qeTTCOfbWORQbgKJkY2J9eyEc1OiCiaqk0y8EvfTZBEa5OHXuN0nhlt2nMT6A2Vah3lkdfnDPpPGcjVBHE+fzpzKGtcpzOO55+5janS8saqA6aRnjXk1f50q9+F9ce22FaK00zwfuGqqlwlaeeTRA/5ad/6pf4X/7OT3K0AlQsdp7EzAlPXmv4I9/5e/jSX/PVNHVDVde4qsK7Cu8dzs1QEj/0d/4mf+nf/5+5c+y4cgAhJI5OTXsAwzJ5zaRviyQ6gDVrt89zlgoxIx+gIpLPKEg8vu/5dd/y5bz7S95CXZXYflPrL5ctP/4Tv8jPf+BFltmeL2JanP0dzzd93Vfwzi9+I17U/Dk0QU4BTQ7ddGKfUe351arjF37+o3zwQ8/Stoo4OznvySev8dVf/xU0uxNSiLz/fR/gU5++QxcEXGQ2cVS15e+fz00LpCQqdUxrYadWJo3jYBf2ph7vE516UEdTVaxWLYtFomk8V6/toHHF8ekSqSuqyYx5q7z0yinHp4FVp3TJAZ6QokGnQrNkQD1bNV5b5mg8TxcRzvOcxszGPi7rBNSurMWrUFZY7z7aa2sy6ZGBWVxGNl9fZ2f72NP6Ik2P3j9+bi2KgAy8X2to4SWLZM3AmNjC+lwUoqw5PXUPCnXQI+Tahh5sUZVv89B/ja3vPy/j1La9lH4Oz2wCibNVrJsuL6sB22pKpgiRD2jmea2/BNO+qC0P8s14kCngvDrO7um+ZtYPHbNr668xgUgyXVHVXoNdTrVrNZ7fuVxe3zwDa0gKepVVf1kG33UFonnwv/GJa3z5V38ZH//oJ3j60y8Ts6ageJifdIpX+I3f+nX8lt/129jb36OuHZX3VJXH1x7vG7xrcK5GvOC8s+RGvrJwKFchvubk+Dbf86f/LP/rD36QNlqEwdc+fsD/+zu+jV/7O/8gfucKggNXoVRQbOvZDf5rv+HHeO97f4HTzy0AG2DNSZSu7c/4Df/sP8ONL/t1Vkc/Bimrvy073td+06eYNv87QRKTpiT8K8BpS7jOhtRxrkPgQ2yCot4rLlMlfA+FmH07WnVUKE8+tsd3/bnv5q1f8XV9Hwr3UF3wxu/7a3z4T/0VFichE0ib4yeuHPCdf+Hf4J1f9S2YL0A+DyEjPe2V/5ZpQYmoOiR1/MMf+l/413//n+V+C0rk6tTxrb/1n+YP/dk/RT2Z8tkPv58/+eE/zWynYpISRGEycXRdB0G4MhEmleCrCkmgmph6i0TYr5Ubs4qd2Qw33cFJxXS6y8npivv377NYLaE9pRJlQqJbdswXHdMrB7zpjdf43LP36I47QtQMeEfEywYT58qF7WmJX4tD6LlzeuYvZSOKf1MpvP5c3wcd1tzanQ/V0u3vGVc4lvrPtLs0ZZ1Qvhop9eHMMya0PICNAbqWPOuscxwMICAzyxJK/QCAuP1928o6vS0S5HnlIrrxICZ4PhBYBw7nle1hiGc1BpcRgS50in6V++oyNv9X++xmPWWtWNTFdh8wm89NTcIIbPf/uXz5AocWytrqGaa7LCxLBPPN3/BV/Jvf+2f5X//nv833/sW/zmIBFJc7haAOUcc3/Npv4Ft+829DZR/B9TY9KWoThqxMogERYzIOU1EmPPs3rvOOt98wFXhmhpVTJumYyh/jqqnZZgDR4pxozEZjR1odjtSd5jWPWmuPjxZ85hd+htn1yjzjU0Bj+RdJXSSlyNM/+RNMU8v1BrqF+T/43GNr/MYsb5FQLlu2bUB7RSayObdC6uOwsbFFUW+q9/lp4IWP/zyPveEAqtqkey2JoAKru68gqRA98pwrYdFy+JmPc/qWm0jxK5CY00Pn3BMpjha1AhUaOlYvPsMVD5230xunIhx95mmOP/2LHB6e8J//lf+Wz3ziFXzl2Jl5UrDsdj4JT16peeqgYc8rWjWEriN2KzQlZk3F9YOKJ2/e4mB/H7+7z+7uPilGFssly8VjnJ6cslqe0oUloV0R1XHYCfe6hN+d4t9yk/bTLzPvLB0zWTocfN4GNeGrkfxejXRzVvuzKW0Mv71W59OHfe7SjnBgAHPEZEVHAGYL03kYB6/x58XEPdOtPIQXMcoS9YBkSa1oXzY0NSUaQjNYPE96P79cDAjKnI/7t7kmLiOpF8azTSsy3Feujz8319959Z8PCB6mvJo18MtVLtP+cT+3OROO79usc33ctP+vrbvLr6MvTDriSxNCS62opye4k1fY9RG3hgyLRJHoEjzz4Y9w/OwH8bMGyxEb0JiM2abMcEOHhoDGFg0BQgcx0IVIFyJHx6c8/6GnuTUTlm0kOOGF20f8t//N3+OXPn2Xx29dofKJFCIpBEIMxBiIKRKD8oGPvMDtV1oSOcwoh8A5EV457Pj3v+e/4u3/n79pEQouklIipUjsEqFLtCHxwu0VkoQ9b0dPxoiZMjTbg9bUfZcb89fiwCIi2XEx9SNuOEFBlOfuzvmL3/2f8sVv/1vsTO1IXcHS0LUBfu4jL7Fchj4tryCog88envLn/ux/xBe/+W8wbaDO6lewMMIY8/eyATD7dIqJTz9/H98qV2shOTNJ/PAPvY9f/PlPcG+54vnbc+ZBme15prW3A3Fi4vH9mi95wxXeem2PRiKRiq61+Q9dy3Qq3Di4yt7sOjdu3WRydZf9gxs4X3Fyco/F4X3mR4fE7iqL1YLUBpJGtG54/v6cT9y+A7Mpb3jqKoEj7h0GQhx7YBZQNKg8X8u8vJpyni/C5vfPh9PTecT8ckx3/Z7CUwYZWzhvFB9GDf5aHNvUHGr6c0hyjevE2RB0Pg+jZFKx66X9KaclL/3abHdp5/amnscwZcTAN544RwjYfG9R/6+DiNwvGNmxN+vf0poLQMC2tlxWNb+tzb8c5WHB04Pq2Kzr7G+X3xvD9Us9vrW8rj4Day8eTfR5ky4CjsRTVyZ8zVe+jRfuHPLBj75Al9blGnVCpfDWazVf86VPcWXXg7Y4iaCZ2QaTulPMxxPnf2iyXPcx9fnu7x8qJx0slspSLTfZBMds4thtHE0DUllYnWBJWMoWv3OcePYwWIa20hFVGi80DnacY+IdzQSmE1MXCxYSmUgW4tgpbXScLCPzAEu1yIaQUyeXvZjE2UHDqpnmnCXwD0Vs1/7WHsSg40ORCmPOyBNlWgm7tWengt0dC2GrxPQHbVTunwaOl3agjyo5PNHMKo0qVycVezOP93Ety2S/HjSfPKmgyUBWmxzH80CMdmDRUmERoEtC8h5xsDd1XNlxTCZCWK54bHfCG65WvOXKjMf3p+xOPJXAtJ4i7JG0Y7rXsDO7iVRTbj7+OH7WUFU1u1f2ODo94vTll5gf3kVjYtW1aAcuJkJsOepaPnXnDp+6P2de7/Lc3UNeeOmUwyNlsTIvey06p3JIVx/HflZiey3M+Dx/gs3yalSql7N5ng8AHvT+bVLruI6t7VKwA36y5P46FR3tB2P6BmCLFqgc/V1MBuNUvYOWcqjvQf4g2tc7aoPCtmQ728bwMuT+8hL6do3A0KZ15mS/b49meDhTTblvrOEqz51Vrb+W/XR2LRXaCJv9v+g9D9u/i57bfM86zcj3ZJ03ycwN3QMOR4IvuJlgKNsHySb6paPAj7znYyhiHuUbsoATYwjPH3cc/9znmFZCU8F0CnVFb4fOEVTGXHCopKy2Tln1Zylmo2p2kku9Q2MSZRETqYXGgcacA18cPoDm/PnzzKxMgimTlYGNKIFkJ/BFIGZAoS4zc7W8/aKsJc8QZeKgBrqcqz9GiywozlNy7hi+mrEvphOxI6NzSKOOAIfL8eqazLO/VUuo45Kjimrx7MlU+B2F8JW0mQXo2eC0JBYKlSoumdOiiJ1UmBuI4KicoJIPE8p1kIl/m5STCNHnUwWTHYW9N2nwEqinjjfdmHBrJhzUnmntqL1DYovGgHeRunK4WLEzabhy8xZ+OgEJSOzQ5YJGahZic6YEprWjqj3SKicnC3ZoedOeB2qePjrl+qzBP+a4fkV47qUjjk+70THJ28f+8y3VvFri/zBAYPP6EKN/OfXog65t02ScqXtDNf1qie9Dl3E/y3KVQnPKPTkDRnZiNi2A9Hv+TJUXtLkw2LH6+GF43LqW4axH+3YJ9excXmZ8x4BgMB1sF/7OWwfng+NC92T4W4YXvRoN17nMXHP9/cc4bPxy5dWsw/NMAWNNwjbNQBHm7Ey2yzuh/hMDBsaldLbkeU9JiQX1M3TUbrYsb96ZT0CrEEMiOXDRst4Z41KTHLA147Bsd+NkICkZKFCPMSAHLhXkbnfFpIRkkQchRUQTMfseIHZ4Tept46V9Jhn4rEtMMZ/gV0L2yEwXZ3FTpZFiZgHLwjgsBBkn8Ogn+uKVuW1zXKSRMY29jZ1zOayPEQEqC9M5LEFRjgRJgrO8PDZHSSGZxz8x1yfmhCX0QWrG4HOAbErFrjo0qIS8qZaDpUw9lJwli2oDvV1eKT4HSl0rU1GuVDWPTWuuNuC1ZXEaSDVM6qllCUwnOFehqSJ0R8TlDq6eEkKC6EjtwrQzyxUxrKiqihSUykNHR9SOqlKadsWtWWK1Sjg/pZ0HVBK3ru8yn9/PJ1lKbt+FU3a+FHzO3L4aBvgge/fDENXBqfD1k8zXS9kXD2YIrxYkPGhM1hnfOhNce46BqY+lzctI5JsSt30fzIfb9vdF8/nLDZhevYLrrHPt2MFuYPyj3x/yDefZ6tfLuvhZ9u+Zux6ghT2Pua/7E12uzQ96R6+JUr30mLx+SYe2LTxdo/f03DN7nIP2KLtow0vs85B5CXxO92vAwYhSTJKTBmEPloQ9kiXc/KymorjNQYtCf+SoqwTXKXZyn+DU1LsuJapUAKOOForicL0kQFYXiohlDXQWajipLfPdpAZfieVTwA54SUlZdZHFKtIpBEpctcXURyT7Ipyf0exh7FnDfYUgyTD2eegMgReJPm+cvoc5vCxl8ESEZExfclsG6SAv1Ly5UsmBDkiOQOhVoa4wdmuEiBC1JBkWQoQgYqdWhsSqnG6lBjycwLTxTCu42nhuzibs1Z5KOlJaEYC6ali2kVZPmNRK3UzxzhHClPv3XmGmOySdQDQAEzWxOlnhmBBDh3bC3cO7xLSibRcoHaodEwKPTRKdrLg7haNFS7sKNI0jroor5ni9X75sMyf8cpWH1Vqcl1hs89qrtbVuSrHn1X/R9dc6Zg8cgxGjOCNglrmDHBtk9Eh03MbLtU9k2xo4u562Sd+fDzNUbkWuZxtjPP+p8zQSZ+s4OyZ222BqGAvt47ovU7aNh43pRr/Om0dZ//tsu89eO2/9lKPOt79nNE6lPf0XOTPHBVQ+rOboddcMrKEjCrGnb/GA7IvqO/aMW7L6sTwzdNbYi8Ni3GtnUrhz4L3lGhAs25lJD/Zb5UDEm6QK4ISIcHrasQzQJotUQGE2cdx6fJcrB1MmE089aWjqmqqp8HVNM5nia8+nP/MyP/Ozn2HZWmody1VuEtOshm/91t/Al371VzLdqZhOappJTVVVuMpRVROc1Pzcz72X//q/+F+4v0wWjQCWcU2LHiNLyWW85Kw09kAp7kL13llppz9CGQyQUYiaOU/dvDHli971Bg7266wpSKQAXYTPfO4Vnv3cEW20sVDVDLqUWzev8La3PU7VgKRETDH3zRCESU8m6Uc1zUNS4ZWX7/PZ5+4zD47TYIGZIrZqnMBsIlw7mHLrsSsc+CVXvIJ2LFcrKgkkDZD9ImJIzJKgLrAjUNX74PbQdkKXghEJYLU6wRMBz6pdmBMpieVqRYwB5wUNQlx2TBCu+pabM8dhN+X26X2mM0/bpcH88YDy2on1F65cBrS82iRZ5xH8V6MafjVFR1LMNhZuQsWgcyzUrADfci2N6ih3bpD9i9uhm28977fNshnSXaowseiid51nLriovUNTLp6zs2U4SXIstAyPbGPKo2PlR228DABaF4zW31N8wsa/j9vw4DLOs54GTY0MfL3na+e0bdAoSl9X+W7a73JvaePDldcNDJxBT71sKWtXy209usEY+97BlK6LLE5bsrA6Qjx2bsAbn7zKr/mGr+TqtX12pjWTScOkrplOG+q6pmka6qbB1xVVXdPUjqqZUFcTmnpK1dR0oeW/+2t/jb//936ReesICk8deH7LP/MVfPsf/+Nce/yN1HWN840lCvIedRVUFTjlmY/8DH/od/9xPv30EctkjnfJQVN73nJzhz/4B/8V3vR139y3uWgWhoWiPPm2G/zNv/EjdK8csjP1dDGRgoGBHhlBb3e07+cj4stJeOvoe63upP3ZCaL0mhVRSE44qCt+/+/9rXz7H/oDNNMZaD5TQU1L8jPv/XH+9B/7i7x4e07USMqnUF6f1nzXd/4+fuPv+B2Iq1ENpGTaFRPyi7q/JOhRUEfUxM++58f4Y3/432Fxr8sJioy1VM4xa4THrtfcur7D3rSh7pbULpFWgeWiZVJ5YoTlakFVdUBF0obFfI7cW3HjWsXermN5EkkuUE8bknScHN1hMb9HWCmr1RJQQlK6VaJuPLuzCdN6im+EMD9hSuLmdMrzS49GAwEl6+GDeNVlpNz/K4CFi4DAq6lrm7r/QWOlWe6S8bVXrSHQ/nONQayRsTHT2GSGY4BQlFkj4IQM5pbh9sF0utH+QvcvC6rGjGKN1o4q2y7pXzTu49+2j+v2e7e177z5LNk6hxTNW48W7vm5bN1jBTDkWzak6jJ1m9qWYmJZl9+HdpyVzsd9HoSr8jk6KEqH8VdyVEraZhoq6aqEknFP01h4Xr93+H52DM4rX2CfgdF22jh3uaA7Efjid7yBP/Infz/PPPc5/ov/5H/g6LjLUmNRMSs7Hr71n/tG/uT3/gWqnQOk3/xQtAHl8J2SCrfnaPmqakJT4OOf+Fl+6Ac+QAjmP7DTVHzZm2/y5rc/gTu4Ybfn9KmqihIhdWgKzKSjIVnmQx36JsD8ZMFHfuo9HFxpjGGmFSlYitgYWrousFqu+Pmfez/76ZQnrjiiKvOVEh0Wvi9lQdgKWrcdvrqY3LUZ6W2LeSGLkvJiL6lmFDujXsnphqOip0c07TFVlZ0uiwZHEntVpMbGw2MOkE6FKsFktWCqS0Q7ys4oYYxIGvVJQIK1JSUe3xF2ph6ly2g636NKUwk7jXB1p2GvqZjIDOlOOJ0viJ3SRUv9XNWe1TKhqSN0MG0qJAp3b98jRs/08T2qZsrRySHLcEqKLb7ZpXGKuIaQWmaTCZNqh8o7NLWsVqccLpZ0UXGVo04d1ycTZnXNvB1yJjxIzf9q5/KX3WHu81RKKqnzZdstz4xsu2evrdcyEORB1OqZ35Z6H2bchHJw1yUaPeqnlKc3eGevdVsPK8jWTT3DXMr3VMbvHGlyXDYPCuo7wib7ljNXzq9zUxNz9rmzjPACgKhF2h3aYQw7hyOXPA29hLxtj4zft6kdWL/nPA3DwJrLvZLHb1NjcHafbl9L29o4gMKxLqa4jGmPNIb29e3O39d9HUbGxzNg5HLz+XkHA9tSiG4twgYAGCTjYc5MK3Bl6njHYzMOpjfZmXiOTsLIgc02kSbh9jOf5fjTH2P36hU0mRo4pZYUOzRENOeajyGRukCMK7oUSKEjhkDXdZzMOz7+np/miT3luMrpdboV/9vf+ce8eHjIY09cRbQjxUiKAdQ+U0yoJj7x6Xs8//wJbVYFu6wubEPkzonwX//n/19+4G//LSZNYmdmyYliNLQbgrJcKXeOAz4mDprE4dwmqXbmDBKVrILMkrpcfrIvU9YXs63M3jQxgNJ+Cp2DNiX+9v/0o3zoZ3+Gqwc1lStZExUVx9PPn3D/3mmW7C1PPgJHy8R//J/8DX707/8A+zsOYsLh+qiPkGJPBJwTSBHnHDHAp1845vDeMmtLrH1OzPTjUKZVzaxpmNYeXXWczOecLgLtShDXUk08aZWQpOxOa4jKatExcYKbVpyslqQ7L9CGwIuvPM+8m4Mqk6Zh4ic0VY0QqKslosdIAieRSCA5YbFKtCctna+4UicevzLjztFxZiJjDdiDieT/Fcqr8WEY3/2gw5wfDIw2BYkzVynplgcyXO6/fLvH0rQxhg1mcIG6vrCY9Xu2c/LyXDnFo5cg1xgw64P4wLZvH8PLzt3689u0W2fR0cPg2UEIGc+N1XvW1HCeBqL8ug4Wiq9B0S70AsYDB3Boz1kQMHzf7MdlS6+RGWOYXmmQwdHop+H34aHx46+mDf0zesmd8PnNM7Cp7hojnMx0cq9nlXBrB952a4eFwoc/e8I8OCSlrBqHSQVThDfser7kbbvs78O0VupqNJAxIcGYUdEmlMRA5WCdroPjNvHyUeSkg+NTRVdAI9QV7FewM4PpVJhMrH0eOxHOZc747D340LOBeSwL0hjjbiPsezhoKqY+0UwSV65UeJcl/QwGumSnGS46OJwnjueJToVFUHMoTJbJzPIejrKWjcplPKcHFerG9f6ZHCHgNjZCv8FcP0e1U67tePZ9ZG+SqKuSn92cMY9Wyp1TZRVNYSvicj4BoXHKlQquzISKEv4pOYlLtilncCCpgAThxaXw6aPIIpndzYviRdmb1tw8mPDUjSlvf+I616cVaX6f48M7nMw7YnD5SOGIJKGqPJWDWVMxbWoqlNUqEELk6t6M6zeuMt07IDlltVpxcnJECJFJPaNxdgCWdx6nSuiWLFcL7h+d4BtPNZlw9/AUZlPuxJoPPHvM/RUsW6XrLJnUGOFvztX/1TUDl2EyhUFugoFXRcx6RlBO0mAEZuk1iSA54+XDgJh1sGH2XosiGpxqz0p69sBGX2SQ3Hp1/0YEjTLSeiAlG0XflkGlXcrFpxEWZrhZtvW/aCi0Zzrbnt0mTQ91bpZtPiTnSfZnGP8GuJPetAqshc4VqtOLSvmEydKGsyB8OChv83r/tqEdo74MmpDh3aNdvN6fUeu0f5f2d+rGe8rPKgU66pCTomhpFURdv2ZkrS3rWgFVZXUJP6UvoJlgvGW2qDM0UTs7mriLyqefP2GehGWnyOiAI+eExllCn4UmPvbsCROf2JkJOzsV3mPe5WrH7prUatKpajIpO1p8fwhwGiLBmXPbpMoOhN523ilC18LKOyaVbXsPVHg72U7Ms73TEtxmE+8EO1mxUhIdSywcru7ySXFiURAhRbpkEQNBlTZkYJSPEa6zer5LtlhLAqJX44alw67YUEL1l/vixI6kLRrXMQFwWPhljLDy4HEk5yyZkoDgiL7EZ+Z6SmKhTJw751k5T3AJkYRTwYsyhJLkCI+UUzu7iqOuteRTgoVlCtSVp/JKJRGvyZgznnYZ6JJDRYgOuk5xlcf5xMkyMJlWtIvI/eOVjXcSJo3n5mTKzcdu8va3fBF13dCGyPHykNt3XuHkZMG9+0esVi0xLghtR0ot3nmkabi3WNGd2smA4XjO/v6MW1ccbu44POk47pQkbiQtlnF/eCY4Lq/dJn5+0Q3Ct23drN1/iTaMSe3nxbt9JD6dBbrFBPXqtAK9XL/FTDG+Y/iSifsIDPStkoGpqI5CpbOTsPGaIhlqHzg4qIZHkqFuk9LXS2FAZ52DezF01C4ZMbtza8zPr9e/Vue5bTmrURnaM+YLwwmf9saRw90WLccAkLK4p5rBQA8HRhqB0pZNELXZxzT6PrS/v9Zz6fIfpTh3O0o+lMHnaVMI6/f/Ws6EXOWojwUQrI3tGI9sDMerESq+YGBgXRoak5dslRaYVELtTL3XiaNTPbMGHELlYKcWKokksVwDdXK0SfBecckyEXoRYoTKO4h5USY75hhVgprDICJ47/BOSXY0nwGK0tik2ME9BiJA8V4IMRKieagXhYcToRKHg5xMp2gjhBCU2ucjeEQIalkQozoWHbTBzo1PGKCJKY+P2JHKqkrSi4HAZby6++WZ+z6ov4yHV97C6rIOI2cQNJWEQ3BqkRy1ExpvSZmcyxtTlFZyngFHb2xVTflIaIdX7SM/HHYSoqglPfLeZe/71GspJKUcSpolgSz9KTCdVHhJhG7F4WFHnHhC19EtO4jm/xCFnOrYoiHaRcSjTBqPqxwzsbnvQuLOy/do4qepq4aTkzm3j2/zyp3bzBcdWjvqpsmARKjqmrbtQODgYIf7xy33T1bs7HiIgWu7NZ1EJlVFDMr9hR0HLDzc5n2QWvKXSztwlvkXxfv5gKCUi0DK58MRsq9DjcDrcJLHxn3rGR8333/+2J2VEEf8urx6jeC7NSm3PDO6tuEjUIib8dU1iLi2J8eARNfuG1e3Hse+ITheqmzXGpxDRx42WP6Cd/ZVbmoIML+jjRb1v/cAaqSp6SXvUbbP11Q2xfwzP0p//PqQM83mbxNg9XhR828jrcUZzc7GmzJpHf2u/fWz6+Fy8/IFAgMZBWnqVW5ouWpMonaOxoN35jUXokmf49T8JRmQc45J7ZASh66WRTDmjHh9TG/+l6KzDINJUTEvb03GfFO0U/nUeZILxoCc9CF+Wuz20WPJkpW2s7wDEYiJIctc/iyOPuKcMUUxZJ8kkJyl/HXiqL1HkmfZKsvQgfeElFgFiGL1RpXcN/pFdNk9uBWJr8l7w9WeoGk5jhWQ4ulMBle2vXxO3rQuJgiSLI/CeKmaU6WBA8mehkZEox122O8JNa2NDm6LqCeliIhnNmlwp8H8DF32zlWIKRIEumSJfzxKCJG2M3AxqT24DMBiIKrifUVMkUUbkU7BRbQWnn3pLp974R6/wOcouRZcrdRVzc5sRiKwXLaIQOgiobONnzQhXhHvmc0mRA0QbF03Aldu7jPdFX7xY6+Yz8PnwTTwekQWuC1M5yLyuq1NWwnd57n9A4M8S0JLdsSz9z98ewZ5c3Rt7blt0ePDk0WYLhJv+b6Nufd0srA3vTjvQlElA9mZd3u9a016SDryakDnZZ+x/rkeE62tmzVp/Ezr+n4UDYJpB7Y7Yn4+S5alegl/oKxu1O8sYW00vkTOle/rZetK27jHof3ZMfa3TWm69Jh/4cwEOrDnQvzBuuBFcn6ATOAVgppknGTYRJkF5YWjeDFzgO2ZlBdTNIBh6fBMXhBFSJnxqMWHO0ftzWHwdBUIrdBpCXETagc3bu6zszNjNnPMZpYfoJo0VK6mrj2+afj05+7wyk8/TRdzYhEBdUYWVJRv/Kav5Su//muY7tTszCY0jYU5VlVDM5ngqimf/tSn+Cv/4X/HnWdPWXRCJ+b/0IVkuQZ6vuv6hCWboS2XXvB6EYmQnBlQ+0+H5WKwQ4egcpZNsKk9b3zTda5fmVgKaDHmJ0544eVj7p0cmyYDiySwDIXCdOa59eQ1rhx40FhgR7+R1ohgMEAWVTm82yL347Dgk+IbR+WsTUlh2QY02QZpg0UheE8GgGZjcCKWEKh2VLUjqrBKCUkG7KIKi07RmKhqqAV8DMxjxOcEWFVtx18b0HAgFcfzltVqYYc2ectcmVBEHd2yxWmFUyHisdRSoym5JDh4NU57n8/yajMN/nK0u1e5Z+jtct7O8e/nPfNqisgoGuIsms71b6+7p1+6ycwvHhPzpxoI/tjMUNp09iE3SKDn1NmbHty2m4pKf8sv43mUInk/OAf+g0rRfox9Ac6oxx9UhGF8ZV1/9XCg4DwpW7besjae/fhsA6VDdduydvZC11jLUYYad7bKjC+01D7c/E++mUBH/4AMqZKpvbPk20alE6ECrl7bZZkit+8siMmktCJzhgRtUG7d2OWbf8Ov5fq1K0ynjum0pm4qU/nXHu8rnPdU3jOZ1Hjn8ZXlF/Au/17V/Mg/+FH+h//2h7k7N4n8ylT4Lb/hS/n2P/odXH3yrfi6wdUV4p094xpE7Pnbz3+UP/r7/iTve/+z4AxEOAcxJSqp+R3/0rfx1f/Cb0elhpFEQM/W4K1f8Un+5t/4u3zs6VNWWcU0qS0HQsh29NL/sojOI7AXSQ7nXy+Aw4hA1CHPQEIgSQ4tVFYJZgJf93/7Cv78X/oz7D12DcHbYlRQIk9/9Jf4M3/83+GTnzkEUXO4Ezs34jf/8/93fs+f+A6a2QQVO7BBE9mOOqD8pAnVDlWIGvmH/+i9/Lnv/q9ZHgdULaGUaZSUSeWoKqGLWASCCp0qoQWINFXxg7CMkrNsWtibNkx2ZziFWVMTokn04is77ZJA2ymxC2jOM09KLENEI4gLJBJ7Bwcc3NjFVfssV0uWizlRLV9CM51yslxx92hpbKsk1TpnXh5EuF4PjcDm+841N20wpotAzS9Hu4vzsZUEXOz0/GrHdM3ue+6ttjsfNH+9hM8W+n7mWS0YArQ/N7GXqM6CGzc05QF9Oa9tm/ese+hvCiDnv+dBZZ2JOoaqe++r0uKLK5KN73nAXg30tDW80c7xay4AWOX5s/vFZSo/1COYTXWIIEm9xlSy+WjsU1CA6Jn2akkNX9oBRUt7mfK6goG1BS+FX0iPYopSTROEpMyDUgFf9MYbfNd3/2GWvuN7/8J/yYsvnhrjUEvLu0zC6Ur5si9/N9/1734P9ZWbCA5xpso3kFhUS2VwIuaYY0zZcuUnknaEmeNv/vX/g9Mu0Innxq7w5W++xdve9lbqx9+NUIMG0IDTgKYykZHdac2s8VanCH22KecIK+WXfuaneOO7b4E4C3lMHTEGQlihMdK2LR/8hQ+xuvMCTx7A6UrpECqXqEQszt7sA/l89C3j/ABC/KAyoFlrv0UtFH9m+y3lMVUxJnzz6oQ3vfFN+Cs3USozwyCoBpok3Lgy4RNanApTj4bf+uQN3vrOt9PV+5buOb+lrBfp35nbhuBIvPjZV3IGyZJpUmlqM8OsuoimiFMDMramhCSwbBOoM5DoIq5SKhx7Ow1PXL9O8sridIXzntV8yeliibiaShOTKmuSXGTZdeZjEhOLTnF1w2IemK8S8ZVDJo1wsFdTeUU0gCjzJPgdQXzN4Unbn/ewsTP6+bvI0er1BgEPW75wGosylr9847PGwM/tZgHtl4iouPRYSXmglwI3fllnqtnU9mrKRW3aNFGcK1hcUP+2Vq2p0vs7irbhl3dON8u5QLGfg7WLfdkGls7Q45FKX/qMieP9P/orC1Wbfd8OykuUiWThWin85zLl9TubgI3F0QPawa4muh4/j5jD3U4jPLWj7L/hCa7sNrwop5BtyR6HqCNo4s7zL3P7Ux/j2ptOUA0W/x8sGVBMlmNAY8q5Blr7LQRi7AihpetWLFdLPvi+9/PkNFBf8SwCTOn40R/+ae7d/y6efOuTln+fgMaApgWpi9nTPfLMi5FPfeRzlJCXmHqNFW1Qvv/7fpAP/tg/YPr/Z+/P4yzLtrtO7Lv23ufce2PKqbIqqyprfPN7mgWa3EhtYQQtQBgMNGZo2yBD8+EDNLQbyd2txqKh/QcCDIb+YNymMbKRACGBkcQo0ICm9/Se3jzXPGXlGBnDHc7Zey//sfY590ZkRGRMmVn19PZ7UZERce+55+yzz15r/dZv/dbImuh4Os6CElXZnipfuJKYtnCuAtdkZmLQdRAzRgbb21zl3nDu9N5PdK+k3KBuuUph8SoFcrNeDYLl4dUpH/r5j/G3v++/4vEnVi1N4DzOe5xzvPj8Nd544Sa1N6Q/oTh1tC38xD/917j2JmceCngiIl2uUFGrvTM+gQLiEe+I2fHTv/gi7TjiQyjVGokYM+Op0nplUKpMgtosCdZWWUVoM5CipXuGNZXa71958xo3p4nNidK2oDims4S4ltoLZ2rHUgVrQ2F5NMK7ivEsMm0nTKaJcVS21TFLQtpWrk8bgsCoVs6uVDQx0rRjovd2DuJKJcSdQibze3F8R+CwcPxhc8CHOZeTOqInHmqRJZyuQ7LbKTMUYje8W3hFdJF+pyR4vDnYc757d3kvrs/OV/Yqoof8+OPm1Of3XOiM917g+PzM5pG/zGPBA8YpEP/KOAjVWvz7YSthYJdfcGi0qVuje7y48OLE7c0H2z+9JQtfxWc8CMLY/W495BNzUp2B3c6AEwHt2gOV13SREBgHQJWlgeORZeH9j64Rlpb4uU9d4cZMiyECL1Z+WAe4VDu+7l0XuHQhULuId0rKiVwkcJ0qLps2QGqTOV1ZyZqJMdNGZbtRro1hkhyzCWy3CbxDBNaCslzDsIJ6WNLDHiP/OWtt+9p2xYdfaths7WENziD1oRfOVMJy7VmqlaWBsLLiCcEcAeeElDPjmfDqzYT3Qm4T22OYqTDNyixhzYqyWKe+bCWITjqFroMX+uI46LZ3iEaHqgSvpCRlq8sW9WvZmCRTB1it4NFl4VydWaktBWA6A8KtCTx/S9lMlIoIA3CDeJYEHqmVi2vKcABmgqF0kKZzclErYXQCE/V85Jrywm2IzuiN3ilBlEFpX12Vts+Dwj2RMk/OmS7Fw2cGPHVhmVkjvHzlNtdnmUnMTDO0raUYshElqAJUXlj1wnJQzgzg4TMVQ++ZquP61oytqWlDbGdlkmHSWMoriGNUwdqSYSxThNYFXn2zYZrmdLG9bsdpGNKTOgPHJTSe5P2nMU6bl7DXBrwjgutfeLzj70es3P0a+4f26YHO7djJHerEe+7d2K+CxX6dd6Qz7njvXjnvez32OZejvXfB/Vpwsg5CSu7mHO+9RnPptdIJTnXvOf49neV419ccGhnoBWCOO3pY7YANRzt/yaKlIDDw0KbMZ15bZ5I32JiZ7n3Ha1dxiFOGTmk088mXb/KF18zYLi9X+GCRZXBQOdOudyg5Jrr2hxnIKRBjZtZmZijZK6lSvNr54KxDXkrCxMOyeuvUhzVC8gWS3ojmBDhMdldFEHF4B1UQKi/knGlipE25lNJbyWNslBRBRYkRnHjURVw2xv4Qa5HcFNp9m4s+me6E0vciFB51qFgHQlEpZKzuGK4v/3POzqsSQ3W2k+AlkJxjUP6WFG5LImK5+6j0raMhk72w6YUggYFCEEuHQFeeaDCXc64vOdxKga0YyZp6/c5UWhjnohmBt3JPjyE0vljdnJRhEJYrYWu8xSs3Mi/fjkyTkoscQsxd/YKQit5BZauAFphkx3YD2UVmSdgeK1tNZtoqEXM6Bt7RokjOxCSMp1DVQtMoGynRxlIhITandzwLxxy7N56D8vh7vWdx3O1c9jNW99IB2NdA3uV1J2WS30n0m1uDHflb6bQM9h97GYejPKOqtlH2VVi6x99PsFcfh1i5yGuYI70dbmnOSpYOL0kgDnePHRaALGmHHyC9WNrhRicsNYcBitD9HodYRBVORExVV8rY+6voz/5o42j7/n1tVLSbCCOOAq/7/veUFIHDcsCVMyM7VZhGE51xJWcmBQL2XhhWQu0yEEkZ2uxMwCdmBOMXOIScrXZdnKLZ2skmIGcl5kxbjItHCE5IBaoRDFEwdAFyTnjvyTnbJTgxIzLH0+1Lu0oHhxcQbe26MSa5pozmDC7YOQBVUDbGidp7i/idkFJROsvmPGi2GHrHM3hKo5v/7iESimHWgtiI4J3DSy7to013QDURxFO5RCVKEEf2jiDMBYsoObCCmHhVKhGC2HxXXamlEzRZnwPnfZ9fE02mF5BSgQ+KW+gsHskIGu1+VuJQp6Yp4AVVj6RITo4rNxsmTWYzggtQi5DbIvlsoBVoxnlzhNqYGbfm+VSizGKmGgQ2W+X6dmIrQVvSQllAnHXQHFYOVxyCdgbTrLTR0h/CfN3fs3KnEziFJ9nUDnPsbpzkM+52nL2cgpNf0xyKBUpr9OMd6Sjns5up3n/+Ae8/DkJysvkp57fTRbLf6bwG3+ndCZ4nH3OS9fEohHaMxbEnOH+E+Treuj9JmuTw1R2HdgZOhArsMVzJZXQQsGBGUwpMXAVhECgQryn2tWqlhSgdh8ZSBRgcXJVnMou9tqWrhRdDE5Ip4+Xc5b2VTCZlTMdAIYkzylzJt1hvAbBKByMkJhHUQRLpSWBtUnIWYlqYJ9W+sVBWUHW0KZmOAYJvkzklaqqKEZMa9sEM0laTwMF2K8ySOQLGLYBGdyFXpzpyyf5Jv5RciWCdy3iSOUtieXhXHn2H4jp5Vu+MJii+vLccySAHux/icA60lHma7+TIYvccB+KMiJhVLeevnixCpMuzZ3TH2jQdiOztHNRlfMlRppjwOCYz2BwnU5d0RdtCFXXSO5Ft7Di/JnMcFaY50yCMhp7B0ONE2Z62bDTKdnECmmS+7cBBKChDJXZOSYXYYWzekZMRV9kVvZ9kHFRVctqkvgeRAjiN69hvro91D3TX90N+9u7fHekz5c73zNGAuaNy2Lk6znUfzqh15D+BHejiweO01qpCv4/TuwNHd5x2Xp/c9TLuvC/7nN+hUbp+Fz74g/cch3/PiZGBwzQm2nOxlBvUQf62IYOIIzhhIKYoWCwxOTtyymRdvKWmPuekg55Nd55stext6UWgomRnBD2flKqTIi6nkrTA89kWTExCLEJHTTI0InjH0pJntFzjAwxGDl85nBO8D5YK8BX17ZZXbr5JqZIjg4ngqBI18573PMMHvvYdjJYC1cBTD4bUdUU1GODrIaEe8trrb/L/+p//BS+9fJtGDBVQNSSk0wFcrMLYa673WtiHWaSLt8rK+0qUq0rGGPomnCSkAv+5LqoPwmilYjS0XgEG8ytVUxQLk/QRvHfmjDlxDGprJ12FXECDgnhI50zZvWmLE5HNhhNcJuFM0bEvvTGUIJQ0k9V12EaZVUjimcZoKQHJSPI4cahL5KwMvWlIbM0yW9OES5lY1pf3EFHEKctDz9oocGUrkVwqzp5xC4ZDz8pQ8Go9CMCBZlLZsAcDR5sz09y1et4558er/jh4HRyUxzzMsU/b8N9PR+Ko6ZG7D0sT7G6qc9d33cUwHGZO+mN0DgE7t4FFrsBhr+8o62FxPd01xSG7/z0nXB4kWHiqXA8nfeC4O71zuM8Vdkgk605bd+znowtqD2E/j+JI3fkhhx8ndgYOgxjsnjALFHXusQmljhKMPOEwITghegjZA0pdBWYp0jjFJ0rc6okKMSkheJ5452XOnl1ieckxqj2D4KkqTz3w+Nq0AUKoqSr7cj7gqxrviybBsOLTn/48P/rDP8etrUxUy3+//4kz/LHv+aM88b734XxFCJUx2V0geI8PFSEMuXXzDf78n/1v+dAvPcdErU/BLCo1MBwq3/3d/xnf8Hv/AOpqDB52ZV4sInYIk81X+YVf/DTPv/gJompxgIx0Mxdg3KFYvmOu94ISFw3C3vWv8ztqM5v7n+h6IWQrc3R5np4QYOCUh5Yqft//7nfxG37zt5U0SLKnXR2vvPgyf+Ov/G1eeXG9z7llNe2Cd7/3Wf7QH//fsnR+GZFkaR0xR8cC/wxkE+tByHiuv/oqW//3H2RzPGOzydzcTIybXHKSdk5e7KunPZbjxZhoFNpkBn4galUa6hEfmKXMdGyiREu1w5Xr9qJUDupKCMHIjCOpOTvKDHykVfpSy/FMmbZQoayMPII1aWoTOC8MKkfGkaJVQOgu7/1ewvMHOYsHjbvxDg76rN3v3+u4e/3tOOOk+fi9Xr/3ee3coO9WTna6qIwg2YKcvnSwBE0H2Lo9x1GN2e7rO/B9agHa/KzhoEj1tNe97V2Ln3f0e2B2aZ7O2Ku+/zjD0NDCw9uTO7G7d8/x5+Wwa+++6gz0BAs6iF/pNKOVTOyhZCVGY2eL86zW8K3f+tV8xTd+DT/8Qz/Ji89f6Y+ZszKNwrhxvPfdj/Lf/82/zPknnsGFCi/eoGgp+QNnqmROPGax5ipPXe2+Q/jq536Jf/MvP84r124wQzk/EN51aYWv/7qv5OI7v7YsCOt3oMXIaDIAuHZDHlod4F1GPBCdMdkRcuv44kc/xDNf/QjqHJpmZJ2RmpacQFMyTf2rbzBaf413ng2sTyKTBE2GJhcpZC3KgCJmK/eY54NQgIPYr2X6mUuaFMOcrdwvL7zGKjosQhoEx/ve+Rhf9RXvQL3H6lst8r14dpVzK0NeK+hGgiID7Hjk3Bl+/Td8gNHZM5REPYixAVWxY5BQrRAJiMDzH4MhyuZ24sxQGJ2teePWlO2SswleCBXgEs4rKLgsls/HGhWlDHihDeasZXU0uWWShUaFkRfODQJ1bqhLNYmoWuVE7ViqRzx76QmGS9u8uv4FQmPy18kPubI5pY1QiaPZzlQh93LTObeMNxOzLIXj8PYax3Egjvv+0xj7IWTHvQ57Zrpn6+Bn7CjndNj32gtKEk+Kl94ZixNM7b10QMsnsNvA7RQXuhdo0e7jnfz4dzQTOtY5d30KOxr8fkjFTqT2Xo8H2LVwDm9160G7khOFjCMDIcFSFfj6dzzOd3zbV/ORn/8VXnn+aommEhmL3qfqmW5MmFx7kXQW2pTQ1JJzi2b7d2pbUjLdgdw25BjRtkFji8ZEO5uRGuX551/kHJs8c15oWqX2wvPPv8E/+PN/kcvPPoJKpJIEmsg5giq5bUET1zYyn/jQ80yTGbwsxaw6YVuVH/0n/4aP/uJ/YMlnlkaKD5kc1XoiqLUvHs8y65uJ1YEQm0wApgIBa2OcyhJqcmHonnAT2PP3CzfJAUnmKIQ9AAlRIxMicG19xt/6gb/LT//jf87QlZuoCRXh5nTGq89dI3X7VoHaoiq/8Msf5Xv/wJ/h4lrNIBTCT7aqAS30frF+xoTgqGvPi9cnvPL6NltNxk1hODItitgq2QmjknIQwKk3Z9Db+WQPVSX4XFIc2FprY2Y4qlkZWNphqapYC5bTXxlUpBxJbWbgYG3gOLtcc/HCGqPlIe+5epUvXt8gqrGXQ/CMY8Zla4s9UxiQGYndx9utMsmCZI9KPmIt8fHHvTjecY377iqH0x67CXb3AjI/yrFOl7PRbZzd8zgHBo6zF9yflI1w7wmDu8fiZJyCI3Bq93B+o6wN8d7I0/2m5Nw/nYEdE1lKvYC8Q9muG9lKBkVZc8KFoeeJsxVnLqzw0Zdu8+Zmhpyt04BYQ6O1AVwEvvKZNR6+MMS7ROUyzqW+JM3Y/rb5ai7KgGqlaCkpsyYzjXC7UcYNzFphNs0kMc7AwGeG3hFqI5ENg1iLZMkEb+I818aeD7845WZjJZGWF4flynGhcqwEZbn2jIKysuoIIRkJTzwpWefDccpMmsjmtmN9kmmT0GSljdCqEDGy4yQqjbo963kPC8ceBIlatjtRiVjFhXYiOYCAK3yPysOgEkYBVivPwGlPLsQpU1VujTNNtIg8lfRQcDAQGPmaFacMBtbCuJZgVQQK4uZGMWlGnGMzwpWtxLTN5K73uhh6ghNWljy1KEEzVan1D8GOFWPpDFkewJVRRfCeze0ZGWUpeKpgXQsDieACwxAQTTQp4Z3n/FB596VV3vnou6i85zOvvMSvvvQG6zHRJIjZkRykqMwaRbxVxUgWro8zV6dKUyRGkfk2ddiyuf3GUSH348D9xzmf0zY2B5VCnoQMd5S0wt2Of5hjncSw7Czlg34VHTFNcDrj4Dz83aodutfdm/PqRO1ONimn6cypzEsune48t51rsUtFnexzVZVG9+7iuTjua2nh4hCYryHtLr4YazEIuhZlqRK8S1zdzry+1bKxHZEsKLmfqiBmVLJXvvjmNi/f2GY0gJVlT3AJ7yjCPF21ghluc0HMDck5ExO0UZilTBTzuL3vGutkGgdtmxg4h0ZrleyTCQb5aNe3Oc20KRFLCbzD/GGXFV9gvTZlnAjD7HAZoibEK1lLFURWVDzqrdmPKw1xvFEncGo9AXrQ7RSgtt3EIJFC6Cx/dyWPL648WoWVE5wQnCJqULiSSIXhn0tuMxc2v8JcV71oDQhCyg2Nt+Dd45jmaDK+GFHQ9+tHiDGhEYYCEhTx1khoGimVAQo542tnJE6sc6L3yqj2hOWAUEoIU2boPbVXLi4NmDSRII5hHWhmDTEqo9qxtDQCnTFrhKZpEBViG5nGCU6XWQ0jLowGaGzZmrTEZC2u/dAhQ+MbiBNm6lmf2n2W0kBmseTpNCoJDjNOsqkd18DvZRROw1nY/d6TrP/THP31lhRkh/7smTo5ACq+6/GB07L+J0Oj5sqhi+Nux7v3aaOTqRee6roQ+sSgO9R53d8k4gNtVFR6a7IDNilz7wUGQUzaFmPiT2Im6lyIszcWAoPg8C6hRFJW2ig0JYecUtcmuOgMYTXwlu83lneMSi65eO8CgrHXnWTUFaJOcSg6aNzkMwQVT1IrjWyxErP+mspaF8B7R+XNQ4jiaAoT3uEKSc9K2NoMUR2a1dosl1S6E6wyQrv8dzcX+3mWh3/Y7niIFx0BZyWZKmbw+9+jBGdz6QQTYSrs+KLnhOxCLcR15XS28QQnBC0YhJoXLNqlkBTNQhIWpKotwl8deXyT8EFKIyiYZfvsnCBncxWzmiaEC0LthUEQvGTqumI6izTTTIqwNPKEqrJrpGFQeSoPS6Oa4UCR7K2HtoB4YdzM2JyOWTl/nqoOLNWwFjxLgwG3b09oWiWoI3ghJ1OUrCvP0CeToBbdMS9vx7GXMd/PGOy1qZ7Ucd3vHA47dhP8dp/rUaL6vT5fdf4Q9XvWXhyGExlzOeDH3ed/ODTj8B8933+6XeHeRvpHHfcdIjl4KHRS2fs9+w+iXLcbD8QZKCgzPUbaPdDd/wQqhCFWA96qoqnkyPeYRBF6aNcK4KzlcVSPqkXVppo39xOz+E68jqi5tJgVUpbSlQ/UWVlZZ/jNu3fMkhHSzLAJsYk45w2qtkQ+HcgjC+/XQpjM2TrwtU0iStFXsOozUoI2CdPkmSShyUILRMQ4CJjRa1IhEzJf8qcFZYks8GdLaqD7uetKQHHCDM43NcIMqDokF8WB4nCl4rbY+S1+TvEW1JFzoIkZ7yjKZZYmMr/LmVNkT5OVJgbPsEQjs9buX5uMlJSnVoo59IURoIZgtC0EEsOBsByElWrAdsg0swhqdaDBWfvsuq6oB0sM64ocp7Qx0zQtURXJSpxGppMJ46ZBxHN+bZWtWzcZDoeM3BJNm9ncHFMFQSuoQ0WblFrKA985SvdxnGrJ1i5Der/GvhyXU+BYnHZlQ39cEt3udprjcNd8Z8XR6Z2A9HtB57yfLjfirTNOjUdS7sNpVSWc5nggzkAf4RUwuRPw6ghdToQ6FPgZE+BJCWKkj5J7j1vKjyUS7b1xVWKMqGYq70ioNcjpzsEb8a+Dr82YgKoQs4n/xARNa96cJ7O0OqAaBEYDRxg4I6LhcEFwlcd5h65H/PpNU59ZGBmhVXjo8iXe/VXvZLDkqAcVVVVRDyorTaxGhFCzPZnwT37kX/DGF9eZNqVyQOmdlYzlzzsp455PdIgN+jCb3OLWsbA92oOORfXGtzApZhFK3b7ivTVfUulK/Up6RiiKkxQXz6D0LEKWTHBWjRGz6RNg8g74TqWy3OtCEyG3Dd6beE/H/whecV6ISWmayGAQwDliVmYteOuNzGgQaNuWlcGIwUqFLgmDaggamM3GOAnUIRAqT5umpnWcrRxxEpWzNawNV1hbPsdwMCIPJ1xglRubW8SUqb1j6IWRD6VEsyIBTYxkmac8HtS4VyS5o4yT5Pbvxzg0onZIiF+4N/f87g7B6TX52f8kFv75ZUfgvh3rsOOwz9j9bWG8uHEseJPdLxQttdrmSzeIkdaS6fxXo0CjLTnqTtKcQoxCXXve8d4nuHBhidGgYjCsqYcDQhVMF8AHqnqA8xW+Mn2AMBjgQkU1qHCuwnnHG6+9xg/9vR/n6vUZ06RULvM177rEH/+v/ySXnn5HOVZNqDzeO/sKA5z33F5/g+//3r/AT/2bT9Or8onJB+cI/+kf+L381u/+3+N8ZTepyO9S9AYUpZlu8Nqrr/HxT/00k+hIpOJAdSyJsv3sc5MP2qC7zeOgRZlViWXjcsVhSmoO07woxgx9UNP/H1Vw+YmL/G9+32/lzLml4pQpiOf6tRv8yA//OK+/umnplgzeOUThwoUVvvN3/WYeefwiGktxqSZSKtUElG5FnaOHoq7ixpVX+ZV//7O0m5GpF85WQutMXGpcuA04ax2cM7QRpgV12tyOxApiO6V2gpMMA0VTRjSxPFoqaY+WJjZE9WxNG2ZNZG2p5vzqkCoA7czaLmsizcYMnLC1PWNlZYnaQZCKSTOjzYntGWxEGCdTIuzTSPfJJ7iXm9BRuAD38jwOiw6cpOzvjtd3kd4+n90FJ50rcC+uf//rfovB5G/DsRst+lJ0drrxYNIEHalGLBKHApuIbZQ5m/GZRgsDR6J8w697F7/xd34H//RH/yUf/9AXSJ3UZVZagdvTyJOXH+b7/+pf5ZGnn8G5gDiHcw7vSjlciWKlbzwhIJ3obCwp/sT6tdf4+X/3K7z2ynPMFFwFF1dHvP+dj3D28jlzWrKiOaK5MY0BBW0Sy7rFimHd5SGdf1RG+PQHP8h737FGCCZBrKlFNZOj1eXHmNjYmnDrc1/g0VVhY6JMk6EKnfZ95wUpO2H3btxR83xEgpKq9UgQOuRFIVlevpP+tXsIMyyFsLbk+KZf9x7+8z/1J6jPXGQRW2i2rvH85z/LG6/8KqgSvC9liY73PfsUf/rP/glWH3nMUgNzmAPVUlpYrpVO21wdN998me9/4QWuvnAFlxqUlkaLhoHDJI0x8iWFeKkCMQvTxso5U5upg0NyppklKg8rA08QEzdKKeKlYpYim9MWxHN2UCEps9E0hLBFlGtsba7TzMYmFR0TsyZSLQU8HnGONinrk8hmclZtIN3dy71Ttd996MZxc+L32yAf5vOPe6yjvO5QCNgem/u9mJvuObqXyPC91wn48rh3Qxe+Tl75cNzxYESHuv2+/HcuoSnzv2vJdomyVAfecekc3/ktH+DFz36aT3z4i/Oez6LWyS8pWzfH3Pz8pzkzmpHTBFKLNlNy05BmDbmZkWJLbFvaNloOuGlom4amndG2kbZJXHvzJnrtdZ4+L0xbyz+88MWX+YE/+99x8dwy3mVyTmhOxpbXZFC4Zm43woc/eq0YMYsHchddZ+Vf/Jtf4MMf/EWW62QkOG/GTdUi2JiEaaPc3M6sBEEqZeBhlmGaKbyJQiJMR9tfDlt7ncutMI7bQnarz3UrXfMPJ1AVwOL5j3+eD/3YD/Po4+epxIiRmcz19dtce+5VnDOp4UQ2focILz33Ej/7gz/Iu9/9GK7KkBOaMjnZIsgkckqIeNBShZCFV1+7yo2X3mBzu2VlZUALXL09QzFSYixOpaIEZ+xdVxxCVYhFxCnHRO0d6oSlpZqBE9q2ITtHVlMKnE4jbWt1KNfXG64pxJhZuXWdpcEtKgcxJ7abxDhmxnEMssSwpvRnEKrKo429L6vg5f6kCk5qJPZj6x/FOO+37g5yVO6lYXsgEV4HiH6JR5dv1XHc5+D+OVmny+s4TiBx33QG7vhgoY8Cc38KC/ktAcgE5zg78Dx5xvH0kxf47OubPPf6diHjWVlfcLAUHOe88s7Hl3j4/ACXW4YDEExsiJ7pXjbhBYcjq5Hz2qjE5JjOIpPWSHuTqZXJiVMGwVj1lTcdfu+s3VHwQu1BVLndOj75RuTmtBjRQhirRTlTe5a8MPDKaJBZGVm1hCsRcUpqlQQZJq2yPVUmM2Gqlq9uslUrRIVZgmmy8rTDegQHsb4XR17gcEhp9qRi89SVgAoWcFdiVR/DAKsBnrjguLgqLNXaSwJvNvDxlzLXZ5RqC+sA6RFWES4teS4/BGvLGa/Zmoz2p2dpgk6uWsjkLGy28PKGcn0iLA8rRks119a32Rgrk2RzOKgcg5AZeKt4COIITqnKcbxX6uBYHlWsVJ6V2lOHbIRJH2iTMGsztzYm3NgS1seRpI5bU3NkVmrhTAWDCtqsTNrMaOgYeTg3Cpw/U6Mkbm83TLLn5lj44s3IlWlJHXV8isPdvhONk8CdJ2XqnyoZ75DnfRKNhqOMu5bOYVU40K3he+cMfBkZ2DlOw7HcXWXyVnbkDjq3t5TOwM4x5w10rGrVRQ1rY/V551jyZkjXtxo+9tkr3BjPkYXu1Q5lEMxgvXFjyvWbE4aVsLLkqAdmeOaeOThn2XdXSIWKRZE5Q5uzdcTzoFmQIEgG8dZxrkdzkF5Rz6sJA2lWxtFaIqtYYxwKbwABVwSKVCAC02TdB0OBjDPW9bAI8IIT1ClOrQa/EjsngGZxBvaJtvaCQA/zYHSaWFI2MUuzKDF1n4G1KFZDBWoxx6BRuN1AmDimrRK8ORLbraU4ACOASpECESWKspEc1yYmI145a/BjZaAOVaHyHku9KilbN8RpzgTvQTPXb88I0xbUoyRrXa3WHjkUWWNrNGQogaD47rqcmC5EEJqUS8dKpVYhCjQxF4KoY5xgK8GNrLQoa439TmYwy5lahHecH7LsWibTlnYp4CsheIdGExqpg82dqvbqkbpw304rMj5NsZvjREd32zgXr/MojsNplq6d5jEOFNY5YkOjL4/jj9M21r+WHKwHKEdslrTrOL3j96VhT3BQOUMAGiBGq8PvMAVzIsy6BGcGKSZFAszUOhTG1vrKezqhGyn18Erfc1uslj8ntUqCrrnFDiNbFoYKqmIEN2eef8qZFjNc00jvJChdw5wFjYPSvlizWLvbaM6CRd/mDCiWn89Zunq9vjTSi+noa9cmD+nRh6OMgzZrKVwHp6DOBHOCuF4fIIhSiXUFtO82l14KM8HZ3GRxZJRGFS0KRk6kL+l0YshO1khUT6PWa6IqjgAJnJu3KhYVqz5Qi8yDKJVTthRm01yOZdNiWgz2c+fAiQPnHa6UEYIz5wQh5YQitMlUChnYusB7VlcrJrS420aoHFbmIEZVtouMNA6WRg7nlaWlAdOcmTURpxCxbpsijtorlRNi7lQiigLnMR23+zVOcj6nfS0n3fBP8v7jEQzvTLW8lSPML4VxL56dw5CvH+Q46bk98N4E89K4eaqgM46VKN4JWTMpWbVeLsavhwf6e25QvpJNyS8rTbIucuLseFI6JYpI33q3txXJmvGkomUgIiRNcwGhbMiDx5ETJaI0CNuVFErOSpNL4yIF1AhiIlJ09jHHQ4s6YYlao9h7FSUn0ztoc9EYyPTywxmT8o2Y4NBB0cZei+Ju4jA9pwNKFUSxmVkRX3QFpHNw7N6guXdGittEThn1jpjs912L4Y5Z3fENun9ryuQoNEmIIrTa6Q04NGW8ZJN91tIiKhenTaHyMKphEi3K994zSS2z1soUUwYDnSxFJKIE50EyaMaLp/IecdZoKLiKEIQmJSrvGQTHqA5wxjGeOq6PW+qYmSVbk7EFRBgNhGEtjGcN43rAaGVEbGZIssqMVjPiYFiZ4xqRPUUzjqNGt/t+3isn4jQRgt08gtMe98qZOq3j3gujcj/4Fl8e93cc5Z6edD09sGqCuQxrlyuwn41LKTjpqg1MaCeVXHoqoZ50DbF17heYzTbVOTLElM0ZSNkMFxTUoXxcSVGYwTPDnDGYP6WOpCdFSS8zGAYkmKqcD2JqfBbi4pwg3qMzxW9Ne52BVMiDYOe/fG6Vy89eph4GquAsUq09wQUQj0hg2s742Ec/y/ormzRRSNi5qELE5IrbBejxNEqqdhqT8rsyqQqlJ0pxFoqBz+Y1GXiBkJPSJmXW5sIDMYehSebMqFCUGjvFMu01FGYxIVPBOe2dDQoS4UTxVqDf9ydPURg3mbYtrYlVIWdCZVUkSiriTtbwSp30zofz1lMiRcU5hZyIKZN9TRJnJEYSPjtGtSPNZgTxrC45tlpz3gbDgIgjzjIexReUaGuaUG04tzJg5D1OI5odCNR1oGpbFhetrfH5fTipI3C3+7x7nJQQeJhj7/f6vRzSL4+jj7ki65fnrxv30hm8H+NBoA+n7gzstzDv9IRLC2HR0teZHRtkp9LWZgVXyg0zVlqWS4eBEpWa7TdZ4Kr2rK2NWBpV1ANPPQh4bzoD9bBmUNdUIRCqimpQM1oaUVU19WBAXQ+pBoHNrU1+/Md+iiuvbNCqGaZnL1/gD//JP8RjTz9FFSyadN7jnSNUFT4EfPBsjzf4W3/tf+Jf/uSvMkuZTBHSEZAk/K9/x3fyB//LP4YbDMzhKZUkpuQlIJ42Tvg7f/Wv8zd/4J8ynhWJ45Jj7rUYFtypHfN/SotIMe4CCE6tb4OW/LZTqLBmPKKCy0rwsHam5qu+6au5+PAazlu/B0TY3p5y6+d+la2rYyjXYiqHQqgcX/HrvoJHn3yY4EHEobkt6o0e50qpgto6iap4CWzd3uSDP/8xbm5MiSI0arB77TzJZZzkBbVJR1QllLRBxhyMEOZ6YM5b58JJbKic6RFkn4lqRZaTmNiaJZqkRVhICJpYGcD55RrnPDe3ZoybzOYkMo2Z88uBlcqhKL72pmZcUCFVWVjv9w56XFQ628tYPKjN7UEa/r04NvshK3vNz92Qjvs9vuwEzMeXgkN5EjLr2yZNsOMh6/+VFy6gRItqUbTl1q0t7UolvOPdj3N7MuH1l26UenubuKgwbhPDUPOffffv5X/1Xd/B8vIyVe2LMFDAe48LHnHlyztwDinRvZ2Zsfpn001uvPk6P/T//SWmGQYeLp1b41v/F1/PhaeewiUgtwb9Z4UUyalFU2Q2WuGJi2sMgxEIG6VIHVua4uXPfIaXPvTzVFVFSlNrrdwkYmyIsSWmyPb2hCsf+yiXzwi3x4GNNjItcsyRYkykU/Gbz8Nxa6t3D6Mi2Os6BUhN9tlaUJkW7REEAc7X8L53P8F//f3fw8NPP9bfYxWl2R7z3/3Z7+Mn/tkv4tVQgpiV4ByXHjrH93zff8HTX/keO7rOjbhqt2aKUqR0n+/Yvn2b7/nP/xt+6qc+BiJUNTz+2EN83Td9M7/wwY/zwhdfAoSYlTYlvEASR5vAee2lpLueE5qhSRFNiuBJMdNIosmJWc60UZlFS98EcQzxDJywOvScG1a0bWKK4OuarRgZNwlxkSpUkFuSeFBPTMYxyQXZOTjZ89Ycp8XS3ut3d2Xnn5Lzsl/J5N1et9/nH2dO3sr55y+PBzMe5Ho4dWfgIC/1wAem2xwL1J9UClnQSGqPnFvid/6Wb+bV6+v80Gv/ltRYPl5LDr6JSmwTTLcZxSl+3JK2I03bkFNLbBtSjDRNQ0qZ3DbE2YzUzmjbKU0zo20ibWwZj8fc+MLnePK8ZzIFsvLmCy/zA3/mz3Hh4TU0R5BoGslZIbVIjpATkxj4hc9s0ERT5O+YjuqgFfilX/4kL37m8wwrGAyxkkSbAHKyHPc0ZsatsuyU6Fqyt86M06wGuYtVMszynTnmu8G+hxWi2aEJIeW+ZBBjYZaUSkbK/clJef2FV/mH/+P/yGOPnacqqRPIbE8bvviJz/ZFdJ2KoQLXr97kB//a3+S973mc2pn+QFd+5UUKQXS+RhRrP7yxsc32iy/wyECI4hAPdTNm/OZLDJiV9IPiSr+H5Axl8gqh9CCI2So7KrXaEkTJAk2yMsHbM2UWrUqilwUwqgOT2BKdsD1tuXprxmyWTTXZyC6ANa+KZIKAxkybcs9JoYgnHdZ4HFdM50FEjYc918OWun55HG281cinXx427sbrOQ3E6STP1H3TGbijhKjsrB0vQPvfAJRcP45KYKWGc7Xy0Nma243w8rUpKduCz1jp3XLtWPHKY2sVl84MWa4xnQGxmkHNxgDMmo0k7qz0rDfEaqVzSWDWKtutNQTa2jakIjgzyEGUqhLCQKzNbjaRGy+KIzPWis9ejVybGMktAVmESuDC0LHiTESo9sJo2VH7wmdQu15VY7PHBNuzxNbEyhUbta+YTaVxmmCSZEeTy8NGMYdeiPZiqxaQOVojxQkA8Ch1EIZeGXnhwrJnSawhT+Wtnr4VeG07sz4r/AcsSRSAAcoy8NCSY7UWRt5SDoUAsuNcfDnvRo03sT1VNmdKK44kFvHXQ2G9FV6+lcgItQijAIMAg0qovTIMmaXa4XLGO+MFhGA8Fc3CeJqZJOHmODOZZZJaaadzQoxG9pTigLhKSI05AtbU0Pgw1UA4s+Y4uwJDl8itY6tR3tyAlzasfLVvysFO3sBe9+kwBvZ+GtTDnsfua9jNIzhOmeNpnONxx90+/zC6A3NcVBYh0lMdX3YG3nrjsM7Avai8eUvpDNzxEPWW30Ku3ZcvKogD76xWvVV44+aMrVnft6bA2JZqDw58cGzMEs2NMQOnjAaeUJlDUPhjiBTVPG85ayeWv1XMaMdkteVdNwBx0Mngtg5ahFaEGmfd+rrcdznnraS0BRBYTH54Kc6E0wVSpNXZp2xvcOKtokANIRAvZnCyfUalGSfWUKmbr8VNdXGzPalhkPKfjp1gEr0ZVSmcDnudx5wFJ5ZGGCdHdpnKQaWCo2vJXGakn5TS0VBgJnBbjTzRCgRVIwEu9lEWcMnuVxJIkkkhW1FAYSfGtsybuH7NJLX5ck5w0TQpkhPa2HWVdMQsBDzOgzoQD+0sERtLWQQvDIJnUHkG1ZDgAqNBzbD2eDJelJgz05jZHE+ZxUTWFjThJVBXMI3G9YilIsLh6Aivu+/jse/ZKd37ezl2l2ftpTdwYM3+lwC0vrgvfHm8tcdBa/IwFTx7vf+wKanTGEc55gPWGShfYttjN7dWbWBiPqGQC9vSo77VHQK5ZiTKV8Ci/pQdM7H6/ZSMTOadKy13FYqKHSIkFTQnY6iL9KI21iJHUEnWXtg+qpcW1ky/uSeBKALZMW0pQkb0ee7OAXEC3nnISkqJGAVRa0Rktyyb3kGWPq+eKAZDta+AWAwoDktw6qfrgIW4431i96i/Fw6qck0ec9Q6J6GSUrqpao6XS0aO7K+qEA9lrjEgquDsd14Ur4kcLa/vXOnboDrXGRBDJbIWEqWW40rn0CnOA0W7wInpRmQRIuCSyUV3EspokVEW8GoOmcPhvOBcZhDg8kNLDIKQ20QTTXJ6GCKVE2omjLSCrGSNVJIJKINhwgWlGgxZ35hAVPwg4KpEniUaumsqypbqdq7nI963w973BzEOk5ffb5O9m0PQve7tNoSdoc9b5QruVVmiLvx3r4v9tYRgHLaq5qDX3svxwJ2BTnZWxaBXymbt1FKvtbedO6k1fOlU8IxcBoLDOQgeKu/w5biqSs6Z7ADn5pF66rQLug1HEA32Wqz+O1MIXsXga57XSKgIMRuDXnM2JSNK7j5bReFim2Xb8EvkLqUMr7voaPlpM3ILDkTRU4hJmaXSjwBrshOz0KpVKOwlZHuaG6RIEYhWSwcogLN/O7EUQCf2ZKhLmStxiOtKD8scSk+fKBuifVXOEUq/95hBipRwcIJV/UnPi8hdYQGlBLTM2SLJUIrDNwzCdmvOQCpOVSuKJEs3eGdrBzJOhQpBo2kBJM0Er6wNlVHt0OjZGCcms8TGJNG0E1K0z3PiqJziPdQDz9LAs1IJtSTWljybk0iTPE0Spq21xPbmSdHmrgnTye/bSRjIR3n/YTkLJx27HYKD2P97ff5b21Ho8l/3rr3wUXgD+/GFTssgKSzIi7+9xknnoFuLh+Vq3Ytx2M94YM6AlQ4uwNr974EC33tPX2aYs1UNaP++HW8wkRyLGUnYY2bysoIksxJd9BpKzqAUN/Ywc1YluUwuueOUlZSlSABb5OgrxQUrq3MuoJhsMlIa0kTBbWecM46CZPqIPmZFRoHHLz/KYFRbdO0c3nlcsLbKPlid/Gc/8zwvPHeDSSwCOxT+gaqVK9LlH0/pgd1rwZQ8eedc+R7Wln6+spjYjyspBcUIck1yRWGw3LfUGT0z4s7Z3ODoRZZUDMnx3tFEU6FcXCPSOVpCSaWYYmDOSs5CFswZ8QbdO4GsuThhQsrGN3AC0hoqIVlR9SQV2tYYDRoFyY7prEGTcTnEmTR1wgx6q5kEJlAEuKwsZcdKPcAFm8+mbWmzkqeRRj3TKDStlrkWvDhLKT1Aw3XcnP1JN8mDSg1P49j3KrI6uaMhmPvcjbfPvT/mh+zYod5uSMDuVMBRjPrddDZ2v/ZecgYOMx5ob4KFRIFBZwJmolP/+5gsR5yTRVIdda2brqyJqEJbtOQFJQwDgzpQe8f586usnFnGOcegrqhCwNdCVQXqqqYe1FQ+UIeaUA+QKrC5tcXP/vSHeOH5WyQcOcMgKBeWPd/1n34nH/i6r6CqhKqqCGFAVdVIsNJFFH7kH/04P/wP/hWxKTB7SS3ECL/+m76BP/0Xv5fR6rIZGGdtbp04nPPmIGjin//IP+B7/szfYhxNZ78T9umSJP09lu7b4Tapw2+UAmK9G0SNwW9chw7oNGQgZsWrNV+qa8fFR87x1NOPmXhQsC4H01nLxz/9POObE7p43GB+JUnm6Wce4+HHL+JdNsRF7AUu+H65iBhRVItDOJvM+MJnXmJzfUZKAmSqCh559CEuPPYwb9zaYP0zrzFrlFjOFRHIyizNN6ghgsuJHHNBLczR8YCL1pNBNRe1SQjeszR0hOVAypkmZZvPpIhGJpMtchIczhpLZWjbzDQq4ym0EbKz+9T1xTiNcb+j4dPWDVg83t3WaM836PG6u6cjTnOc5lzfq/t2XKLpjrnd9bLdqMxxSpnvVTriXo29+C2nffy9/n0YPsJhj/+WRAbmi6mD+U1IRrskuHY8c4uCZ7GLfAXvlEGJzNpWChFbewh+loTNBt7/jkf5bb/j23n8iUdZWap59v3vYnT+AuIqfKhwzvLCJlEc8KFGXEBcjfgKVJndfp0m/gU++dmfZZosfXAuOB5eG/Cd/8l/zHu/6TegOfbIAFnRkuNOecznPv0p/rE40Iz43loTVVm/fo2tl79IuzIgpUSOpbyxmZCaGSnNmE6mvPihD/L4Mmw5x7i1dMKsSCxHrFSuIzaiey+Ww5aZ7L+xO1K2LoKtKimaAdf5JdFtxYPlwG/61q/it3zXt/NN/8lvgsrh/ZAsnraZ8pe//y/xIz/4b2mNKYm5No6zK0t87/f9Gb7y277FWkFrBI2AB6lQZ0RLr9FKOhEQx3hrzPf/uf+Bn/jnv0xMVoHwjoeW+aN/7A/wLd/1HXziU5/jT/0fv4/Xr46tAVXhP3g19KDRrlWzkrwSkjUu8uJwLpPF+BuafVEs9KQMdaqo68CoVlzITNvItMmoBmaThkkx+M5Zf4RphHGESVRuT5UGIevh4OFfqyVih71m6bGo+zv2Ij2+ncZhz3t32fJx1+PbdZ5g773xMNfzVnlu37LIQM8kLoagY6YrlP8USJoucrLfCcJy7bi46pll5eqthqRuITy2lr6agJiIN65ybXKdK2nKlS98hOEwkKZTBqMhg0ENKOKFdtbiXMAPBoThMvVwRDse8+InPsYrH/w8T551TFshRWU4gM3b2/yDH/jrPPXk36NtJwxGHsikJpfmAZlJVH7+kzfQ1iRqU6mT79IdH/vw5/i+P/JfszJQqsoa7YhmYs5kzeRkjs3tRhmhqAeJ1urYR4uOG4RZdib5ewIy1d20CMxpk6J42DkCxrpTzCELJGoHNZnxtet88ed/jmHzJstnlhgsr7G0dpY2wtbLLxEwhEHEIHoHzMYzPvQTP0na/CIVkXa6TW5bEEc9WqFaGqA5025vobMG1UQWx3gW8ddf4PE1YdKUVs7Thg/9658gb7zI1c0GZuY8qFq/hOTAe8GJlTiSYCxKpTBwUCEkMa6CR8heyVGpfemX4QNVBUu1MBoMQFucc3gSMSaqUWAWc0kvGX9ku7FOhxtT2Ipi13/M+3W3sV8+/e2yGR/aCViEVE+EChQSyh4OxX4R7F5R7vE++96Ok0bg++lTnJSb8nYdb0dNjLeszsAdHwxQ4NvSmI/OGehfU+Y/eFgJyihAk4UNU9uhHAJxMAhCrcKFoXB2aAz14JVhUCrXkdVM5KeQyE3+dgFu9whtVDZa2E7QZKWJkBoQb0YxAEPJDGrB146siTpYs6LgHU0WXrwZubKVyM6ZsE220sel4BiVNr0DrwyHjrpypa4+W7Oi0m0vFoGa6SwxaaxhUauGlkwRxtFEmfbb6A8yAAcZjR2j31DMcYmxIDpWT4AXZeAySwGGAUYBzlTw1EXPmSUIPlBVju0EH3l+yrWtTMM87yYO6uy44OGZi8JDa5lBZZ0BKQZZBUun5NxxNYvgknB7y/HGemR75shqzYe8S6wsOW7N4HM3YZoFcklruEwVxAh/XQdLUZwz4aTaWc8JX7ohhgCD4KlrYRACw6pi4IUcW+OJmLgBTTsjxgjiSSkxayPTpGzNYH0KWy1stUqbjaii6g71oB53A73fzsCpM9APIAvejUB4uHO5O9fmIK2Eg8Zx5uJ+35vTTHF8qY+D4Pp7iQ6cNE2w+/2zHO/6nmMhA6fRGKPLpYsuMmulfM2ZAc5Zy1zNyqQRGhOXp/AMQYw26EQZVFYNsN5ADQxqITlXSt+ERoVxts6GwQlVtuMnVUS9wcdJaUXJnRKeKHiDhiyHLsxwxpjXXMiDnhAqokaanGnV2uGmUilASVdbEx4ldJcJiObSvM7SEVJmtat0QIRgFHnQTA5dD6SME1+g7pPdiwNuUrkLapGy2J232nrTTRh6c7KcWsXHxAemK2c4d/Es73jfVzGJymrMPHPmJW598FNozMxSImclIDgPjXOsNxU+KcvOSvSygne2RlzqzkUBhyvdJaMkcELwFnF3Er+344AXbs+YLjyrShGLVOM4SALvHUouctFWXuizwzslOqXCESpB1Vs/DJesoiNCajNOIzgtpEqPqhE7k5h09MbUUgMzKyEhiEc1EbvbX65p3z1FF78dEKn2D0N331j0qY9OEtzn9wetsN3Q+VE3sMX3S++hd6ia23+O9jlON/Y/j4MZ/ceNBA/juHwpGtFfC9f4IMb9nMcH2sJ4nnXufHV7QA0kEEQsX91B1lZSJ/PX6NypcDgqJ1SSTVnQdceQHe1+vVrjIVGTPE5dy2Es7LXj9riFdbUTRUvjG+fsz+oUj+Wfo0RSk0x+NrvSoa9sblp6CWAti4Obp/gj5TipzEJ5T1c2l8uZZacYVd4MsPlD83LJozgCe5GA9t7s7MhOxM5brP5eECpXlBjFKjOqIvITnPKOd7+Tx566xPNf+Cy89Ar1YEQ9WGE0GPKOD7yLlbPn+NhHPkpuM+KEtYHHz6YMV2oG5weQEs1kC080eF8SKooXh6ohMYoJO2XNJc8PpdYCJ8KtactGo2SxXhMq81SNZltlViVhSI+WWx6zMkuJSoTWeypVgstIUqQSUMcsm+x122ovUWxdHBOg+MqTCGzGllsJttWcJa+gmlFxeDUZ5Cx2n9GuDmYvg7vLsu+6dyz8dUdTopKOo3e6d66Buxm43X89ypZ0FE2EvRjXdxr/43Mn9o+wfm0Yq9NAAY6DLL3diIL7jYPO/yDk6l5+7t3Gce/5fXMG7lxQ1rGwY2/Pg2UFMYa2o9S0K6BWMnjHhUoyXYIiF9wpDSqlIY5qucjcCwVlk6FfCDalFxPKWYqEsPbiQalsRkm73R9SKnlqiRCNVNe1WW5Lhz9k13e7anMgFIiOlOekCdXckys1Q1SrpmhyqUbAdAZSLj0LS37bUPX9UwV3e5h318Kag5VLbt/mKQhI6aMQMEfACUXIyWodsve8/MYbfO7FF9nYmPDxz72BOJhOwQXPpUfPcWZ1id/1u38n4+0xy4Oaiw+tMtlc593PXOahRx/i53/xV/jCJz6NMGYUBtaF0GdGqxeIcUI7m1D5ATEmmuu3WVqJMG2phgPGm2Oa7WkpJ4x2z3cuORSbe0EInbH0tr5yEXyaqTl6WTO3gVSBJm+IkRqCkLNVuETUnBIcPghtG2nUcWtb2J4WzQVRgrOFEMt6dmJrs83GAcmY87sjou+dQ7s3rnf77Fg77umCzyCYTsf8muf3efc933dN7PuXO9fOXv/ur+EAyP/g4y2+7uQb7HEdgZMY08Xn6TAchLfqOGr1wOJ7fi2Mt7vD041jOQPHhaR3TJqWoipRENfrBGQ61buiTFci8IQZyN2jW3MuQxArSzSdAYOSZ63SJtcbNV8cECneQLf/Kq6XAdZcNlvMoeii8o69LEBqIxKlh9IRU9dri0FBtUTwFF6DkE0mkeHSkKp2OO/wYp0TXeVwziE+4H3N9Wvr3Li6aZ3y1M5DsVr5VqX01el2+oPbGS/Ctrsf0r0eWnUZl83REEyIx+5JdxMElXk0mxXUeSZtZv3abVNYzKBOEHGMNVGrLTbXTojXX+DalTf51VeuU488T12+yOc+8mHaRrhwaYWHH3+UX/mVz3Bhtebiw6uMJy2Xzq0RVi5AG1ldWwXxLF1uQKCuRqjUXHvzJl/4/GfQ119lMIjWZErzTsi3pH6yGts/aUaKvrU48DhTh8wmjJBQNAlRDIVosDLPNiopdb6kUgeFBLOkbLWJ7cZ6GgBMssNJZuhhGBxOlSbmHjEyj04KnwDTX8BEqmQOGC0gAK57+fwBYO70mQObyz0riEPnMHYOw445OZzhXUQu9kIxbJ0t/ubuzOu9Ugp3RS2OYGjuVaR23NTB27lCZHdg8Xa9ji+Pvcd9TxP0D0OBu7toR6GHxQWLODvkIKMmQ6udMe4WIxiUrXTQgipWt++ta55zlNIwVzZE2+Cdh1CFoj1Q2yJ3QjUYAcLVqze5fnWTqAbvDyrP+77iWZ54xyOEYWXvrSrq4YhQ1VTDAVU9gJz5Dz/zy/zMT38Ml0oESUEpIrzn697PH/mv/hgrZ1YJleB9jXeVNT8KHh9qvA/8ws/+O773z/41bt1sCyriygWXeveSI9/DPzpw7u/6GtQkdnvHxyLotjgelRhi0Zh3ghexrnyqtGJOj8fkiwcDT0yRaYagMKodX3zxFT736ZdYGjrOXHqImDJXrtykTQ23NiIvv3qFc2drrlzZZro1RoaZj3zsJd57+TWW187y0U89z9d87bO8/vpNJCWeeOpxPvqx53jkkQs0wBefu4pzytLIkTXTzBavTVDxoCZGFTWbU5rLOnQgPuGtKhTNVk45FeORmHNg15/Kl2BOk2utWdEsG7kxixns+ZqzlMvZlRGaZ+SZoAlcghpBvOM9730XN66/yZvXNsiqDOrA2uoKsWnYHk+YtRkfPE6E2bQpiNC802cBOizdJrC0vIQCk+1tM9zOqkDQUtLbaUNTfIqucVK3TvYglGr5/W5FOddJVe5Ya+YMLroNh3EOTnPsR649znH2QkH2SrcdJjr+UoqcD6qweLuPvRyft5MzdJRzfCCcgd7DlLlM7eIaUszwi4op3BVIIAyElbUzbK1vkKJBwCJGN2wSbEXl6ace4zd/17fz9LueYGllSFUH6npACANEhDZZLX/wFcvLy4xGS4xGyxZFeRgMRjiEn/zxf8Sf/z//fda3M84pj9ZD/uB3/x6+7Tu/HURQjaBtgfRLmiGDasvSQPiVX/wE25PUOwIdHDze2GYw3WQ0bMjbU3LOxDYxiS2paUizhnbW8srHP8eSSwwrmLSWSrFhefCMkqWDi/derLvnfHHsuykrSM9HMEctqZjojll/sxHOGkaNi0T02tBzZnkAqWFQOybTiBNPslQ6OSdWlla4ubHB67enXKpWeebcKt/2H/8GqqHjwqWz5DDgx/7hT7Jxe5v3v2PA85/6Aq+8eYsn3vMUr7x8hbA+IQ8HfOKzrzIcVsRJQ3zhdUZnzzAmcub8WZrnr+DVU+fE8giq4Nkem0KhSLbcfsmjp5ypxK435YyL1mp6YSIsPaNCo5RUihB1ob5dTYFyEpU2l9QRFun3CFqxuW2jvHlzm7oWRsOa5YEhX6KCUwfbN6m14cJaJ/CsDKuGmBJ+CNWZEaNBTWpnbG1DTIJ33kSYmozmopUQAKf8+q95D1tb23zmC88za+3+heBJOUGGmB3BO6ogxDYza6y7mfPQJsfa8gCXI7NpRMSuOyZLHylKHUwKvK6LUFieP7sxqfWaKOmuwxuJudbIUcdpEJuPOnan2Hb/bfH7l8I47H38Urrm/cZBTsHbyWHoxn0pLdybaDH/6krqOsDehusf6a5l7rkzS3zjN38VH/rwJ1m/Me7Cmf6ADuVrP/A0f+qP/x6effclqsqRU4umRGoScTZjOp2wublFO51BLvo3BaZom0RsI03M/NJHPss/+1cfZyNZ1LXs4Rvfc5mvfM9lq3uPLaltiDGR2kyM0eBlhVeur/P8a5vMVGlzLoRCu6KBKJdWhqzUJUJD++vIWa25Dsp2zGxGYdzCtFVSVzWhShZf3AFlscHTQfN/kvpgL+DUVCHFma5/CErlBOdc6SUAZwaeJy8G0MwbN2esnTvDq29uMG4Uj/LouWU2J1Ommnni4RGPX1zmnZcv8eSjD3P5sYd49MlHmTQJlpZYu3iJ19+4gTjPk+94B//yX/40G7enPPuO9/Cz//5nefixS6zfWmf9zau89z3v4OrrzxGGZ/ihH/1ZmiYxrMH5TKgCs5myvpFAHSImdxwkmz5CEYXKmAR1ky3CN4TJ1pSIKymajKgj40Ay1UCpQ8Vsltia5qIhUNQOu+nuI2/DvkQEJw4flMora6OaUMPlRy7y7FOP8qEPfYKnnn6C1ZUhv/qpL/Ledz/L9es3uXnjFu9937t49aVXyTny+OVLvPj8K6ytrbFyZoXnX3qFhy9eRFS5dvUGK6srxNkU54RzF8/x+utXWVle4YnHH+FTn/kio9EKLsDm+ibnz5whxgnNDJbOLrGxtUmKjqVlz/btMbE1OWZfOVotfRadIzaJ4B0hKLMmIhjRM2WHSGBzc0abhTZ3FRN7G8vjrNOTRKCntUHfraR3v9TCvS71vF/jXhLo3mpjt7N3t2t+qzkD96y08FSGmpGvvTOinBYIcwH4XsyRCplbG1N+7qc/bPncHY4DoEqL46Offpn/8s/931gbBCovkHORA7bmPilnUirEslJy2OVZ7f45NGcm2dNmpcLIhK06fumzr/Grn30NX/LnrtSqa4HvRUBVaMglt6z91XTEr5SFq5szbolxBLwIWuSVujIx68onxGjQrys6CVnVvBftkin3dvRRj4CK66FojUB2pM6h88qg9iiJlAIbWy0xCytrq8j1LYLPPHJuidWlwPX1TD0yEajrV2asX7nBh/gkNTAaBkYDz2hUcXZtlVAHlldXeeHiRVaGZ7iwsszZ9hrf+pWPce6hCwxHl3njyjU+97nn+MLnnuNzL25yezPinCMEYeAdA688/sQaL766xfrtiIpHNRcpaNMYkBLRWnth188/2QiCqJKKUqYnIy4zGHiqIIynLduz0qOBjrWvd0Dsc2qJJbliNkRpg4hvQPQ6AyJ1EG68+SZ5OqAmMbl1k9U6M3XKqk88dHbA9ZsNZ5cGnF2x6ouzywNWBp5zw5oL51cZb9ziyUcfZmvzFusbW1w8u0a7dZuYMmeHnjPLnsGw5syZFV6cTHj44Qs0zTrrN8a864mLvPhiw8ryKufP1XzhuStceuIprl19g6yZ/+ibP8DLL7/C5166wUSsgqdNqaT7rI10VgVtiTp/mi1dcHD+fL6BArsJkqewjk9zY/5SMOZvp/Egjete3Ku7jbeKE3CU8QCRgSJaUwmaM9PWlfh/7yy4Ma0dgsO7uGcXrCRGHHA4g11JvYCMK6xeFkhOUkhYrhPLL6TGXPLB0OVkjcylahoBIsb58p4eDnZSmiSVvHEWUJFC/DMjUTvHQKAqbZm7L3qaly02i1JNZChjUGsq/IAmmfBSlrluvhZse688Zjd2z/1hbnv3fmtHrMSSQOiZ6s4UGCunnDtTo7FlaRBo2kwTlZXlIduTCZqNAzKsPduTxPLIsxISVV0aHJX74n3Cec+gFkNAsiOnDgER6kFFXZljOKgq6lBzYws+/+oW17Yi201HGsnUNayNAmeWhK/7qnfw5o0tPv7pN9mcJLzL1B6GXqmd9F0iTcxo3qYadUX9AdQJ3guhCBZlFaazbMqX5gYYF7Y4hbuh7jm5zhAw8TYnPohxWhAGkjmzNuKxi2eowsw6P6rStjNGwxHtZErKGT9cwbsIWYi5RlxDXQVym0hxyrRNKDUXL14gkxlv3SLGlhQDmhOZaF0XM2xPM66qWFsb4aWijVtMZy3tWKkEZjFxduUsKrDVTHjk7DIpJvJwlZvrt6mIKMpk1pCy4/aGqUc2s2TpLedI6U7of//NPfc8g8Okuw4zHpQzcNDnvZ2cib32i4NQj9Mad+N7nBYicdBx9rvuo372UXUY9kORDkIh9hsi91B06DRGf0naSdPmEpWVv0uXNoDeQeiiZqxcazc+7imGl1xq4rWUG5ookUfme1JRnhNlLgJU4HwP1GIRo5UYLky4A1GrT3flIlyB+RXI0jUTWlBNUPvY2sGSN7GipBnESI24UjqmHQHMctcOq6f3slBFwM5rnvcJOP7DsLdzsHA8NXPntCOEFQKaZjxKXXligmmjTFMmpkQInltbU7zAmeWKRx45z2eeu8qgCniNtNGO4V1pI+wExFlrZrV71Wrsc/RNqzA1Q5OzMI0TptMJW2PYmmUiAlJmXaFpHFsCq6PA5cef5Oy5bWazGZ/54k3GU9c3C8oK1gRJyXi8z9bFshBXyYILggumTZCSMp0qKWlppzUv91Pu9pCXtSEZ0dLAqjWCairIxGx9zPZ4xsUzQx4+P+TMmhCqYA2WQgWaGdRKVVWWznCZ4AIBoW0z25PEytDjK8/aqMFJYqxK02aoIuI8Lg9JyfgTTaxYXl5iMFghtRPaNuCrwGTWcu3KjO0N5aUbtxjUFb/xm7+e2zdv8flXXuXi+SXWYsNj51cYDjzTmFnfmvHCy1c5d/4iz79wBW21r8zZb83dScy7E0GYL8MHnxo4zGfsRah7O0aK3XiQjstif4S30hyeNNVzP4mJhz3PB9KoCOhz5TmbMp84Bc3Ijghi90WYYqHgcE4KtD+fwNImvhgFi8DrUBTyhOI8zONxsx9K0SfCeaxzYIl+RUuHu7xgdEUILuClRHvlaJkMDkIWXEpmZLAIc859KMYqm7ETq91DEJJoufKid0DpxFgg61TSHFm72vU7HYO95vkofztoWPSemddydCkMq3JoYiaXGyDOqgliysQsXL8dUTcmJ2vcZLoNikYhOpMZrhQrvUSJLUTNRCDimCVhPM3MWusB0GaI2UijmotksXZzY84aCrMmM51lzq6e5/z5h2lmmab9LJ97/jYxQiPGB3BFotphrY8jpk4o2LpJKG2EmEpL66KL0cFTXT3MPPI/eN6FogNQgAyr1jRCaEzC+iyzcXWL125ucW458NDZEWtLgvPRNB3SlJwE7yuaWSSK4FVIOZreRYr42NJOGkajAaPhkKoe2nWKGIcmTVEXCK5iNIKltWXa7UCVlcsf+HVcv3KFj88+zrRpuT3L5Gnml37xE4QAZy9d4pnLj+OaEe974mFWlpcJK2u89Po1RD/Dk8++j+deuAaS9nUGDlhp5ftbO3I+KGJ7Kxmt0x5HubbTMG67GyWd9Hh7fsYRuSr3+l7fjZh4rzgnD6yawBVjqiX/3TEGOki40xrowvXOAFlcmkkqvVnqRiivz1nxTqi8MAoQQnEWMqUoXkuFnqJdxR5mwEQsWZEoAkTqaDQBQhCl9lCFIiLjBFHTMHDegxjVUbcatqaZrILX0va35JyzFy49foGVtYrgHS4ItXf4yuOrmlAFxFdcvXaLj338FcbbRXFQIYrlplXz/BHZtSaOkw7Y+zVaOBD23XtZUEW0zzXbZxBwG2NPMOzuLRjyMRpV3FrftHRHaUntxRd0oZSPZkjR1BZT9rRRGbfKrE1MWhPn0Ww5GlUT/rHbOHfwHLIAFmlBCBQXljl7/gxPpkwm0qbP88JLG7TR4YIywKEONCWcCS/jK+H82WWu3dhiMsukbI21Ou9PFuZeixPQIQTzm3InK75LC4ksPuzSz3XG0mFRHJMWZuuJG5vbrI0c589UnFnyrK0oK8sjnKupmhk5RzQJvl6mDtDMJjhVxAceeuQpBksXmDYRbSd4yUwmG4gT6nqI4PnAV34t3lV88Gd+gkeffJpv+MbfwL/4sX/IdLsxgqCDZy+d4f3vusxHPv4Z3vvOyzy0Eri0/BSXzi4xaac8+sjDTCYzvuGr3gPVKikucH+6myL0T/leab7d62+3E3GQAX47we5v53EU4txJDeXd7u/iejiuo3DcdXMUHsFJPqObx/tRvvnA0gRdxNxHRjsigj72tNd0UbliDYO0A+Ln0bGqktTKnFZGA6rKM6is29+wciyPKtZWR6ydWWY0GlDXFVVlwj8hVIRqQKhq6mqAryu++NwL/Lt/9avcmhkPYOTh677pvfyW3/4drJxZxnvwoaYKNaHyVFVNVVUg8LP//mf4+//TP2U6MbTA91elPPPUZf6Hv/GXePjpx/Guwjkh9LoIHnEeccLLL32aP/z7/xyf+vQbxWEyaDsER9saMx7mENrec3ynY3DUhTTnVxTkYiENoig+OKrK00xaQmVXKmIlaKoWsT776ENcu36Dq7dnQO7TLl5MqClm6XUYZhnLxTfWdjiX1I3gbR0knftz3e3v/ZPelQSx5NK0TWxNZjw8rDj/0AVDJiSQ9FO89MImbTQhKhcEdR5RYXml5tl3PU1KystvbNKmzlnV3pjvmOfenS1ztYch2zGnC/cEQPMC0dQJpMIHkbmK5mwzs7E9ZTQQLqx5lIoLZ5fJOSGaqOqKqhria8fECdNxy9rKBR579FmGK+e4eeM6jjViO2Y09Jw7fxkXKra3bvLE40/xhc98knHTcu6Rd/KZj3yYz33ms8xaZZasuqKZRC6dO8/a0jKjwYiXXnmZfPESk1kiu8i5mXLl1Ss888y7+dlf/iSpjT2Xpbvo3at1d4tcyrpQyQW12z+98HYZh9Ec+FIYu6/zNKL4o/AyTlItdRIeyt3Gg0xtHbXU9sFVExiSWyLwLv2/6AmW7+VnT+bSw2f4mm/+Wj78y7/KzTc37pzorHzl+57lj/zxP8jKuRGjkUXfo9GQCxcucPbsw4xGq4RQ4XzhDHQerFjJl4pHJPLi5z/Op371T3Pji1dJCsNa+I5v/Ar+8B/9A4ThENVYyHsZ0xwoOgM5UqUtfvTv/zOasRkZKYp3FcB4Qrr+Gv6sQorkOGPatrRNS2pm5KRMm4ZXXnudtXbCpZGjyZmYDUbXOrAeE+iiHuLdb/ZxFmV/TwRS6hQV56GxFEPcxtSfgmrp5twq3gsxZ77w0huklBhWnsp3jp7xIdoMs8a6QzbJOiMmLSS+ch7OldK+ksvvz6u/pOIVFCJihwqAMm0yv/TBj5JmYx6+eIaLZ88wfP8HqIZDHB/j+RduMmmVShwhOM6eG/DwIw/jXeCzn3+RnLoi10UYoPt5sakO89d0FQn9bC0iBLJjrTunpGTn7Xz3t50kWlV7TqZJaWfC+Hrm2u0bnF3eYG3Fc25FeOiMYzBwQMDJErgZ9dISoapJ0y0CDcN6hdYLbmmJhx96lBvr19i6fYPNW9eYTMY8cvndrK9v8vlP/Qo31idsTpWtqXEl1qeJv/fPfo61tWWu3rjBa1eusTmNeOcYDAIvXLnOS8+/zCNPvZ/PfP7FQsDtekJ0VSllc+qBgn3WrXbP5MKULs7gHpvkg3QSvpTTAgeNw5RKnoS4uduYHSdFcdT37R53S7ketOYO+tthSYeH0arY73OOyiO7b87AnoQgrKlPZ/n3mzoBnHc8fG6Z3/gtX8MbL7zEzSsbczJbN2kK7WTGsJ2yMkkwjiiZxjsmW+u4a2+w5QJCRnNrSnsxkVI0nYAYiSmRm4bnnnuR1XaLx1eEcSsMvfJv/n8/BdMJyysjctuQ2pbYTEmpJadISpmUE597+TrTsXXUs6jeriyr8vKr1/jeP/l/YW21wlraZEQyOWc0m3BLG61F8bhRzgyMmNe6TCtwe9b2E5U72Pou47gbZe+QOcB5NOd5BJvVeBNZaWPcgTzkEs6LCufODnjo3Aqvv36DUe0QEjEJTbIOkZOZ0iRT6JvDyR0fZN5QKGdDGhbPq48Kuk1DFB/E2OtZQBwtyn/4lU/xkY99mnNnRjz1xCO8+9l3srayzFe+711MZp/j1dfXIQuj0QhkwOe+8Dq3N6e0aY4DLOJVTrScV+d7zJ0UWcwf9J2M7rgjdK9yXmy+kCLaY8eThZSHlmvL2HxHMm0Wxk3D1dvK0lC4uJZ45CHh4kNDvA8sLynOKzdvvokjG/pVO4b1OSMjTqa88fqLbN5e59Of/oQ1X5pOeOHGVa7cXGdjouYMzIQzSwN+/+/4Vn7hV36Vjany+pUrbE0atmfXaJoZZ9ZWGYSazXHmlz78SV54+Rq646LnzqMIC07b3kNYEGySgzfVw4zTriToxn4kyF9rY6889mnMx6Ixu5fze6/v3V7pjr2qCx406nXfSgtPepFOYDnAuTMDNsct21OgI+T1n2FkwYeWPSOfTVZWTTRn4JRhJVSlX73rehT0G3m3AZsW/axVpjkzzTBuOlleIxg6UQZe8d6ZFC1WZtjJIt9s4cp2psXy+92VDz0M1LgNXqByyqj2pkInBTYt6ZNUrqyJmaaxuvRthBszpSnljPtpDZz2gvLeKhpiKhC/WBe+2pngTMZQAO/MsKVo4jqawTtlaejJObM8CrQpMZ5B0yoxWdlkn3rQednnPD1vsstGOHXzAP2ODUhZWq04d2GFjY1tNm835DwH7LsZ8wiVKKOBYziqoPLcuDmhjRkXgFikr5mrDM7nOlMF46NosWcpllRXiWbt/HOJhClMBrfHPVGcU0ajYPMa72ZQ1KxpcYiMq6k9cbbyMAiwOvI8dGaJh88vcfmR8yyPanyIDIZDzp59jNXVC+SsrN+8yYuvfJIUZ3g/xIkjxcTmeMzVW+tcudqwPlbGreCScvnsiHHTsHT2DG1siDkiPtC2keXRkOlkyrBaQqn4/AtXaLWkkhQ67sRRyqWOM04aiZ3k875UygjvxTioXO+w83YSLsC9dAQPcw6H4bYcp6rgKOvKeG8Hj/uCDBxUL7qXh7RjMlT7kGISldmNKeJcIRguRK+qqDMFuRtbUDul8hZZOrHyv0qkqObZhu5cNmGirkMfpZNiNpg3i224wVsqI6E0kpAsJG9UM08yLX4psH0uOgB9AyQWDBKFAKkkseqF1uLDBbh5DnEjlkMOzqLClMS6HaoUyHXxyKc75gvRLsQV4+PAGuh0Z6tG4vMq+ODJbSESYl6SimNjmvFeaLYjbYKmL3l1pb1wd7/7Ty/3tiANJTp02l3v7ofRnIhzZ1Z59OHznFkZcqNeZ3NrxmSa6UpsVaxMMQOzSYbJzEiM5TNTuzPp0uECKuaMDiphUEPKVl0wT2+5Heu5qyqQklLYq6PkfKIhVAXNWPjUxZFz7td7NzSrlaQCqEOTtfiexMytzW1eeXOT51++xaMXlnt0Jjae7Y1tqsqxsb1h2gBtg/MNw1AxbTKzZkZKto4zjuCESxdXWF0dsP7aNeo20raxl20OYWS8jO0Zw3PL3Fq/TUcBskqChUs9yqYsO2HizlE/7rhb9H7SHPevdYO/e5xGAPhWRluOwmc46jiM8/S2ria428R0pK/F15Y9tfy6dMsD5u0LF42DRaEOi/y7HHJnZLMoUYyB7hSq7nUlsu81A4As2d6XTXfe56IuWM7FieK01IqXz0oFAs1Kb3ByQRukNHFx4qiknL+U6FIst5zLlZj/U65JsVp0ARFHv7f286MLhua0H5zcp16cmvOUC9Tbo+DeHKScodFMzA3OOyT4/vzs/0KbYNbLTneLefE+Lo4CravOjaDuTcvrNh3nDOYPPhCAsytD6uC5vTWhmSaL3rMa9yLnEum7hZhfd8LT3RV0yoMOloYVQiLlaBUTIkU7ciFdUSbIUlidmmFX/bHTzQBzKOqhifQU73PH2BOC7f6W7fwE7Q1wdqaaOE2w3bZcu73OsBJWlm5w/sybnF9d5czakMonprMGjS1KpJEW8ZWpaarHhxbnFE2KZOHSxYe4emMdHKSc7HU5k3NLTEoTlaiZ7emsOAK7z3bvcXc0BLv3uza/w0R+izTjzrnoUKJ9P3Efp+E0N98H0UNhr3M4zc8/ipF6Kxv5ez0OyxU4zt9OOu47Z6CfjIVrunNRLir0FaOuC29RdkbS5biVcwRJJjTUGeEFuFnQovbGwqZg73fl71kFoagRle51Tg2WjVCivWybsIQi02uGRsS6C8ZcyFILXIbehjqB1kRmHKawF0XJCbtOpOSMzSmIatruUS1VML/2cmEHbJInGV35Z/AeTbFHSPryPpHehXG+n+TC9Nf5uRQkg3I987/Nr2Oea98JlTnnes6F7EJAdufeVOH6tdus31qnbWZFxApAqSsjh9aDihQz2+OmVC8UOL+sg3k568JxS+pGs5BzwhV0qfKOSZNtUZQh5fXFe5v/vnOiijM65xVYKsU5h3cmLGUvuPNeaI+KaL+epPNgZQEhiya1jANNSkIYx8ytWeL19YZatqgDjCpleRRYHnmmTaRp4eK5NdbWAm1MJDWFxEHteP3qbV6/cpvhimfkIk2O5SLMIW4ae24ms8isWUwP3HlPD7MZiiygKcUpPIyzu3c0qn0bcXfIz+7OdfHnvcZbwai/VcbdDNj9dgDerg7Hg0SYHlw1AXMY1v7fbb5gIgBSAoMeLrAoefF9LMCyUnL3Xfqg2zTVNk2hEDRKGZeodRp0UoRlUsnA286Pc46sarX1ZfPNWJSsFIhYdtb7K0IUpS3iQOIWlBAKnN4CofZI5UqZpCMHtZPwAuIJzpPayMbtqYndZItAJ3luuOyiu9mYz8VpefzmEi3MeTnF7Ow6k2aymoKgFqPQIRed0IxIFxkvGrPO8LLz/pVPVe3SBh2xrtt097uq7tphY2MLQUvZZxGh6o1vIjbKYBBYfmjEoKqYNolrN8dMG507BQsPozkCc7c0VMJw4AlGEKG5OaO0M5xHnd0c7LEBahfpUhwEKSkADThvwk1OixgV9E7UHRvb4tyV56db7x1x09pQl5uGoMnElBrUzhklbES8j6ScaVrH69c3eObyCFCmjdI0ymDgeO9XP8ubb95gezK2vh7iyzmZc9M0Ec3C9nZJMfTn7Q8kTO03tDhE8zSh3Ake7XGcOzfSHkMpGND+LsVxNAsORBgOeA7fCs7D3c7htJGDHce+Sy59P5j87WrgDzvulSNw2Hl7gGkCC7fnUHc3EZ3g0DzS6h7k7jW6aPBhvsFi3r84MblZwbgB2HfvLPftOy6BE5z3OGd6A9b+1eMkMJtOuXVli1j6AniB5drz1HufZPXsCr4SQl0RQqCqAlUIhKrGVRUvvvQav/wLn6CZZLIUMFzMWC4v1fyh/8Pv5emveJaq8oTgcZUjhICvKkJVM6hqbt24yf/1+/4Gn/7UKzTZ8sFRu6iJYoDu5cMh8xkXwSBv68CYcjbxaCd99N/FSPPNP5fIfl79b/d294O/aH87Xf+5gbef7owu54iLpWqGo8Bw6PEeuxdeyTnTNpHYtsWxVJpZA1kYejizVFFXy7xxdZvxVHeDLP1na/E0z5xZZWU1MBxVxKTcuPWmzcou/sY8dbOwahfsmZOFv6kYKsRiVDqffZFu3qyiYv7O+dBcHM/ebmq36Eh5wdmS+b0w6q2gbSYnQ3TWZ4nnXxvz8PlgCEgtbG1HvvD5F0kZ6spbEyJ8QT+UlCIpK2RhNovYKZZGYLvadB1ldAhZd8XmeyyiLYc8plDSecc7j1+r4ySOwO5786VuxN/q47BOxgMpLezq+vttbYfL3okKzREABVxWfOU4e36Vra0xzbQt0Ot82WaF5dUhv+27fiOPP/Mw1cCzurLMaDQ0UZa6IlSBUHl8sO9VqAnB46vKIkrv8KHi9Rde5s//F3+V51+8ykxNdOjZJy/xF/7i/4nL734SkWRnlnKRv7UIMefExz/xWV7+9Oe51sxogEnKfcfBoPDYmWXe+fAqmhtinKGxIW1FYtOSU2Krydy8fpNVnXBx2bPdKLMEs2jRXVtC9aQdUXFhbrtZk93iTEcbGXNATJbZiIsmENQFoKVscoHEt/M7xXjt7+Vrv7mbMd25Zywsio6ItyPK7NzFTD3wvP/97+DCxVXqKuBwNM2YWzdvcPP6DaaTrlOl8RsymfF0Rts2eC+cX3W4rIwbm1MWjm4/GAfgoYce5pFLZ6gqz7Ubt4nxKotqu9q/s/t5MXIHya7/s4g5pCK2ZmzCehhj5/rf9ezslT8XXbjLBSHocmulYIOcF42p9vNhxIeMirA1UcKmcmYpEJwyXKqYtZFZm/FVIGdT1tSkKAnnHClpX21it6S7hlLps4cS4+7z765t8Xsn5aRoz9dZdAj2OsYd671zrA6CBU4w9nu+3grR/0nGSZCBuxmf/XQijvL6L+VxGumn4xA4H5gccR/hUvauvgnP/KldwArwDs4tD/iWr/8An/rCi7zwwut0xKIukmo0473nXU89wgfe/wRCS+09qpA0E9sxaaul0N6YtS1bMZJzJMdMig2paYgxc+XqLc6GMY+drZjOrFP9xtVr/P2/8tdZWRsh0kJuydFqy3zOPRnrykZmuj4tFyelwY+hFttbM/72X/m7rC15Kg+1114T3xWuQMowaTPTVlnxIC5TKQQvNGA6/ABZ+thrcSw+PMdZUJ0t6SNzEdq8mF8HUddv9jvfyQKfo/tst/D3RYNe4P/CzeiPorv+vSes2H2C8sjFC3zDr/91rK7WOMk07ZRbt27iXSY1Y+rK4b0HyTRtIrYtKbbkJGi0ktOHzlVsTBPrmxYpzzUFjbeQVVldW+OxRy8zGAx5881PWItp014u6YEOGaDA3Haic/eiux+lekWUUHuyZJNXZqfB24GGLThCiymIzjHK2TgW/ZAORSuIxw4j2qVEDFXoUQuFiHB7Oxp/IWfOLA94+umLvPbGdVIyLkEG2ibigzlJmgQ/cEQ1xc2509FRG+/sWrg47saePgpJdkdt+q53yD3IXR83VfBWH0c573tdH3+vywQf9Niz2u6Y62bH3n/E+/IA5Yg7lvSiQZFd37XfXp1AO57x4Z//EBttZvc1CiAObq9v8f/46z/ISuUZSKYqpekWHVlfRO+V4MWqD8SO3W0UmjKaYZJgljPLrmtP7GiayK988Au4rFRDCMH6FTgHtRN8cUqutY6tFmYKaQHlcAjihc2mZRxb6tozqoXKl+6KWKtlRWlQcokcO15DcMZhCFgw1+4T7hzGM7/rItFOec9+yJ3R6eZ6T0dAFhbj7g18r8+zlE4IgnPQtmkBMncLDoO99k5mveCc453PPsnlRy/iJNI2Y1yGgYOBd5xZW2NtDYajET44coKtrS02bt9ke2tMnOXC78icX3UE79jYTkwbOi8VKT0WhoMh58+eR4GbN9fJXSS8cKUFrOrV9gqIYy6CzM/Ze4fzJtAUYyZG0ATi73R8dszyAfct59w7BGbcy/pQq1fZUba70AGz01Sw35j+w7R1DGq4dXvG1uZVVDJhGJjOTPoY5+w6s32e864nU97B8ej4PwdEhPtfl/SOzWmMw5DZDnJOvjz2HkfVjjguD+BLmT/QzeGDciAfKIFwMVLcGTnMy4EAnGScmEb77Ykyy93+MIdVxZXuhA6228yszdRBqYJFJ6WaD3GKj1B5R+WF2pkhciLGGFcLfaJSuvCpidGUlsMqQnKlW593RI0EZ7C5K6TEcbLGOtkaFFKQYlzRPvAFksWZiE8nfOQFslok1Un/9ozxzu5rh/4aGXI3NL3fOMrD00VU87fMH/LFaEd18TV7HWH36KJbeq6AllbAvvYMh5V1JWxyec38ovfL5w8GgSefugQ6hVy0CHKm8oGVpRGDEKgHQwajZUJdgTq2tje5eWOZa9eusHFzk9msJRXRgNVRxfLSgK0mc+vWlLYxR2F5dchgEFhdXWJ9fYtbN2/bOWjnAEi/HI3TslOzoCP4iTOCXYzZ8vXZHFVVCG6uN7FXSeGRjJJCzjsNX1/dIXNEYY6wmAIGksk42iayNPRcfuZhJk3ixvVbpGztm7fHLd7bM5dTNpa+anGO3Dw/LwtOwRGdm0Wdiy5ZcNrjXrPc366owF5jryqLo5BCu7Ffiei9EqJ6O4y3yrU+MGfASGBz4wCL5kPnBlSgKsI7gpXZpbxr8oqa4NA7Bi7jxUrhLLoURMx78MKcIV/a8c4L0MR6vZdInmzH9F4JaX7DuojYkQzWF4dqJmkm4azdbVcM4QyG7fEOEerg8GolX103wrbA0M4ZOoAKSbqIjd62OjHlP1euQxcU6XbP7XHuh92L7uEsxrhzZqQU6/XP6/z+3XH37ryhe2yLHefAIO6smUHtqWozSikV52wH70D6c9XiDK6uDrnw0FlSTmaYNaGaCZWwtraKEBgOh4xGy7hg7PbVlSEry56lkedavcnW9iYbm7eYTSMxtgwHyuWHz/DMk4+zMclkTfyGb/o6nrn8KCtLNS88d4Pbt7funO8+LXBn9C2YrgQdb6HktqzrpVrlg+y9Ue419ts49/p956jYjNk91IX7uDOOV0Qz2cGsSeTxFqNBYFDBrIEQPLG1ypicDBkYhHkFiB17/u/5R8/n4TBjvg4du3s17DWOI8Zi3KX+snf94+jH+1Ifh3VMDxO9775fBx3vpMby15KTcWcK8fDjwVYT0J14+be6HhFQsQg6CFReCAhRTTRGeyNsYbLD4VEGHuqilNftTb4ADlb6LcWoOrzrtihXoO8Sf6gYAlAY0dl14KkWgZfysxNjkavtdqlIzqZi3JMuCOx0QZLOHZyUFc1Cyg40dRwuOxMLbq1bXVKSWHVEUmvi4521E57Po9x1kd/tYbvTQ884XHd5/SfN3zR3DBYX3860z8491jb2+TkvokIpKjPNxJTNKXJWu25Owz7XJsrFR86xsrpMJppYlFOqOiBuidEIgq8YVDV1XVt1g8BoWLG8FFgejji7NmVja4Nr19/kxo2bbGxs0zSJsD3m4rnzvOddz3DxsYs8cnaVtVGFauL1V1+zyH6febG0gK2nGlgVwaM0wMgFcopcB1rnLQVBhAXH+Kh5v90R7o7KAy2rW+cOyJ3zSHEq87w0Mtuz8cLVCSRlWNsaqysha8Q5k5iWylJtbUp2n3R+e+2fCxvxHg7jfgI/fcVImeBDFw8cEMHu+VmSy3PZrU2bh/m/78/YjXw8KFRhP0NymDW413H2O/5hf/+lNvaap9N2OI97vPuHDOz2vHfc+7n2W1mKmPStElzp9tdlNfv9obQ5LV8ewRdjryV6Ri2Csblx9Ozkoj3vEGKR1bP8Z9nJSg19ToBzJDUClGi2LcPDNHfnazufwxSOCshfNpmFyAPLu7dZWV4dsbI8RLxxCJx3hC6PXAXEOdom88KLV9iYtaQsxGxM9zbZht5myAstYk+SS7vD4+9hXgHNWCtaAZLNqWgf9c6FXDrnbmfU2TVa3iFdSGf0LOpzrugCCMTWHK0OTrdjdeewEzr3Trj86MMMqgAKnojkgCOQQ8aFTBVq6lBbThsF8QyHnhRHjAZrnD27TZZL3Fp/lOvX13nttTd49ZVXGG9PePWV12kn6/j8JOcH78UvL7E9mfLGlTfJuTuf3RUbJRpXU8R81HuejYrPEJ2wlpVNVZ4Pwg1RZmTapHcYwMU0wd4P96Lxv/N+7rinXTqpU3GURSec4gjsvDeoMAo1X/WBy7zw0qtMx5GmyUiQXrHTBQjeWW+FZPwH3dU8q69uWXy6d623/UrR+jlZOLud62vvcST4Wnf/2Dmq99MVoHzegzeIp2WY9tTZeED5/reCo7HfvL6VkKcHlCbYufkIlNKoAqWWPCHlVbHURpmCYKdyB1IceFXjLMfC3B8OA6trS5xZGzEcVKBGcPLBE+pACFbfX4UKX3m891bnH+y7cxWTWct/+JmPcPXKBjhTIVwZen7Dt/963ve170WCaRNUVdVrDFShwtWBl15+jb/zt3+Y61cnhgSoGcmUFTcY8Ce+50/z7m/+ClwA8RW+qqicwzmPdybl20zH/KX/9gf48R/7RWZRSZQaiD7q6tynnTHFYSCxu8FIncHoFSC6h7hoDXR3xvXnsEckscMmLG6xNhedMJD3vkDJmWZm2gXee3oTK3mOIyx8hIiwPKx58vLjJgKUtHA3Mj64UrYndl+Lo5XVHDTvA8lBXTnGkxmDQcXyaMjZM2d56KGL1IPA8889x/Z4yo2tzPnNCTkqaGBja8qVa7e6mdkxa8KCly9wznueyMpKzmwDj2bHeeA6Dk3KhQredJmrbq4uuXvD3L2pLpZVdgTcvfgF9PPVGbYuvO5UEOfG2a5jEdFxJDybmzNefO41xpNCVfWd812cFnFkNVVGqyQQrB+KK58pZc3oQgS+PxKwl7Gwv3XVGgdXJczn586f9zt+t6b713dObcehuE/jQTsCe1U+HKUa4iilzG8lA/jlMR/3xRlYzFnuDmN2rot5RNMZopSkZ2OPasf73vskG+Mpr7x4ZR7tiDX+2Z4l/DDwXb/7t/Kdv/s38/DlS1TVyOJ2sXax4pyJD4kZX1MmdGbYZG6yJuPb/IX/5r/nn/zDnye1Di/K+ZWK3/S//Ba+9bd9O1kSOSk5pfKVrUQxZx6/sMqPLNfc1DEijqoqtXPZRG/eeO7zXHjIkdMMYqadTdHYElNLbiOpSWxPJjSvvMCjS55xo4yzVSfMUscat1NtEqV3/P7jIJLWHZtn+d5l6heZ+4AhIGpGN8scb9l9P2XhaE6KyJMvc+3ojbUAKUdTM/RSGuAk6IViKKmKbBt0d3yFs2eXePTSBbyz9IBXhw8B8dY4yASlAqLGGamkKpGl4FyF5siwHjCoarxLeKkYVEPCV3wFo+Uh165e49yZC7z3/e/n3MULSOW5fvMmW5vjcm5q59lPKL3BXXOOpxXOxswWEAisSmDZCZPcspozrlHWK6WqvfXEyLlvEgSyjyNwuHut2k1Vh4d1Dnh3Z8qM6uLvOxRNEUk0wKvrMzRnlgfOnK0FL880BhLemVMgzqPxzr4hdr9c77beDbq/c3ROr7vj/Xtd+0Hz0v17MQVhp5lAPK5H2+7UyPhSH0cthdxrbS7qnOw49q9RB+DANXnE+YbDpxWOc+z737Vwx3XMW5su8uK7Gmigz2E6sUjy7HKgDku8UjZeVdsissI4AdPEy5/9Ip/9mSHXHj1n7WZTS2pnaEqIJnKM9pVaUpvRNpFjIraR1Da0seX25ozXPvICl5ccTVtOZzzj7/7l/yf/+v/9j8mSEBLkbMfNWqoCErcVbr66ScCcGElqqQhgOk38vb/zY6z9PWHo1VriluvrpiZlaJPJDy85Qb1F00GtlDEm40I0Cs0J7kkX4e1AE8o9Eswwa2lL7EmYvCwYctOlCigZhe440pMPpag8el/K0LQ0gML1KZkuDusCV9W5QzHnH1iraBbXiWQuP/EwZ84sU1eWTvDOnA1PAIn4UIy+qpEwRHEysw/KNTEpUjlwQuUHVFXFcBAZjEasnT1DM5uxVA05c3YF5zM5tbz66jVmTSpr984NTwWGwNMCjzfWxtojXMazRqZyFSs4rpccu8+m6Kgi1gY6OHMyi2OA7t3+eG6452MenWG9I4pH4Fg0fl3fzLxwDNc7SfNN3dbkyqBCtTX+DJBzwntfmj2FXt8gZ9fLb8/vsx27l1U+tnHtUIy88O/TGZ1cNrL77O7+GachDvNWGad5DYeF5fdGs+6ObL7dyhKPg7AcZeyF9B7nfj4Y0aFuckoUsvNvu1+bSxtioWkzH//Ic8QkSJIeZRBxiGScsaT4hV/4JB/74CcZeqHu5YetTj+UQMj6GJixXpT1zWqQfMzCNClV+ZjsDIF4/eY2r9/cxgdH5YtugStVDx4QZTM7xqmQD9WMuyDUzljjUxFShAFCLRCcRWihIzu6TMqQpIgVOSWY64GKIxTB/TaVsjR2bl2HJRMedtHNjydAsg5/fQTZLcQOQqbU0EvRTOiMzqLxKh0oC8Td+RSLjoB9LnQQtgWkrn9BHQJPP32Z0WiI00RO9pmQ8c5hS9uY8Wi33swREQdJG1KeEirHIHgijpwjQeHM8pDB0NtxYiaIgHdMU8uVN69adNwjWIsTZc7rCnC2KEPOgIfwnCVRe0+ohDDVvlnWefVcSYmpV1snzlIcVVWRcyZGJSdPSvHA9M7OyHf3cyR0zbN7gKB7rXTpjTvve1LH5mZDqJRBXeatUUvdlDfknMnJuCQdV2G+Xtxd8/s7zvLAdZv7c++M8O51f5SxaBiM3rm7YmExhbLP+XJvSh7v1TiqodnPoBzMZTn6OXXjqCTFvXgJi687Kqp2r8ZpOlr38jruuzNw58Oz/yMlYNAdmYAVZDfqDBovrVt7oQaBypnxzs4xwdGoUKlJGQeBSiCU93kxA27rxciEqCtqcBAlg3dIUjylP4J1KkIRVCLZ0vs9ZJ+KkbSyOMsDiwDZ5FpRoRKhIlOJOSNBLMqV7GxzK90OCYLLBVrNFt3VWMfFLMaPQCloxAHzfczFI1JaMHdEswWy4vw1O42TalHt02SwcLdbS7dxLDycxQVbLO8yFvz8dR1fX4BCiu9TC2trQy4/cRknVpvvxAPJfkZxrjgRuaGP4kVBg0lG0II6nJrTQI52/mqNg4beomD1CtkRNDAe3+ba9Rtk6cSy5iqa89hXGeIgKxNgGeECipBoUia31urXzjYTslADE+/wFtKDQM4RcUJVma6FqkHydxsd+a/PeZfp7Jy1HetBWHDK9x5JxJ4pILgKVVNjSii+eB1JrYundopRJXrfb7M+6jCkof/JnomO83AKe6PhLEZmFXG9Y7MXcrZ7vJ1QgdMkBx737/eCPX/ccT+QgoMckh1qmcfkd53mud93Z2CH6e/hZfpIqwtcuk3fIQSxqNmjRDJRsPbEXXRaAp6Bd4wEAkog4XJpwyuOyolJ/rpCROygbIwcWCyrdeZTi/gRh1ch+WTxqUAWwas3RwS1KgABX46VVYlFB7+/2cUgihTYXLTkz+1qVbXk3wEVshh0rqV6IXgrJXRKX6tuOMHh4NdFOPOwNag5q6UJFq5DS2Ttejxij8Uuez0AstMYlXxAeXmP8HTEtg5F6A7T9aBAcnHblEceOctDF84bbF0MvxTHQAREPVlsLr1zRjaVTCaWNWhqfSJCTJGU/Fw1MAlSeTymWeC9JzvH9es3uXlrc16itwgva1HRF2hE2VKlQljDA9GMqUJMiVYzAdO4mJGLwqT0roVz5piKGukx57SnzVuco31ufBnzc9zxBy1oCwtw+e57SiYhBJyhVdkqCKQIZyUsDWI9FnZ+fOfo7SBWHnPs8iXpy4dPyRhLmQuRt1e0fz/H3eDu3X+/IwXZI7l336+6NbPXa49jAA+da99tsE/J2O6eh7s5TEc57uK8nuQ5u7/OQN81bW7G+j9Bv7MV24kTM5zembFVMd1zUcVlN484i1F1YoxyL91BDNp0YiqDUtjm3bOeFfBCyiWO6jYEp0jKViJobDeLBAPGEZAFx6Fs4SlrD2NbZYQ1MtLycZZmKA6IvYEsQkzm8iDQxhIdi9XWx5yIWWlLD4LOSHbRX8rmnAA7od9dD9GiA7b4t4MfbtfzNcwxk95gHEgOEoNcVO48j14Rr3Ma6APhncuEzknqXMPyOWLoQ+Xh8uXLLA8GCC05Gy/BiVrELw5cXRyaIjAlBakoCIMi4MyZyzkZccwnNCqaWoQKNOHc3Ei+ceU642nnhO0uQpsjNY0XtoHz9hHEzplCQAOZRCbhEbadZ7sy5cSuy6MTNeUM8ai2OClVJHvg4osOgdI5kd1PC6/rJ7db/674M/N1sffwZEw3o3cbxOHFUluObl1KUc+cOxc4exb2O/ThN725PsVBhvq4sPDbJ7Z/sONuQcdhqggOuueyx162598POfZaAzv2xUMc77TQrYPO4zDncLe/H+Q0HfZZOLQzsPtwR52eDo63/3Y7mxZIs9tcc7etmk0BvLg+6k4YD6zLG/YgbR9iFpngPnC13TM7aJMiWXsYOToQFUJ0ZjSw6BxNVkPurf2rs18Vs2mRmsMMU24FcXlhj7bzmalVN9hGbQ6CKyVMWcDVnjAIRRfBeAHqXC897DHlxM3bW0yaVNoG2+adsfNqs9JoAdv17vdjT8GXfd7Ve5glUu8ucGfU7nYci4XrX/zVItw6R0K6W7Mo9DJ/f/9jp/9QIkDJZs2Hdc2z77hMqMU0BbI5Xg7BSWXZXwXfOYyuyDwreAlkWjTHwhkplQsenKvIXlDxOFqQRC7RYs6RK2/c6Hsn2DwtXrnNVxZhqspYhA1RKjK1CoHysGlLizLGXnPLF6dCXP/wOkmoE2LOJE1o9pDj4gwVlEf7uVE6Nc0DVoLkgmTMkZjd9/BORw9rcVycIutymKiqYI6LL+ktOthqAa3SuRN50iHzhdDvHl0Ga/c4SXS0Z/nhWwjafjuN/bgtdyMGnuTzDpPaeauOk6ASR62u2WscwRnYGf0dvXfIQgy1sMGbhevCm93lPLYBJZWi0OdIJNSBLxuP68oB+0MpVe1YXltiNKwJwdCBqnJUIVgE6RwheNMe8OV70RvwwYOraFPm0x//PDff2Ci+huAl8cx7nuBrv+VrqIcDJAi+EkI1MI0AH3DeceP6Oj/6w/+C629u2QYKRE34wqz+7b/rt/Itv/XbcIOu5K62Lyd9tNzGxA//zz/Ej/+jn2HWWFOiiEkxW+e4YpR346enMPYrw7qz1G03TL3TE93RRY9uUz3IY+0LGg3q7/LCnT9SIPlzZ5d59NFHASvn1BKRKjZvzlckUZOMzmKiUVpkpkJBQ6KJPblQk1XRIlXpCCZ4lCE5h3MVTjLj8ZQ337i2Z5S7iNhkhanATfsIbgAjgSpnvAheBSeOqPAKmfVSbZFSIudCHCTgNLFcOaQObG22ZKmIGu1+93PelV92EZXcodw7d8IAfG88775RlDlV48AkZ464ihTOBcSY6JIbd/ARoHfaT3PsrP+/S6R6CKNw2Mjv7Wpg3mrjfjD59zOqdxJc7xxH0Us4yjjudd/PNXcsZEB076lazE3vLrvZbVTm6P5umHIu56IiJBUk2sY0qoR3PfU4s5x4/ZU30dSR3OwNs1bw6vj23/If8fu/+/dw/tI5vBeEXISGKjP+TktUaLXo5aLQAvOreprZjH/wd/42/5+/82+ZTc2gr4wc3/i+p/h9f/C340cVmpvS5TCVrwyauH1zzEf+7c8yvr5FVJiVxkVJDGVob1ynuvYyIhOcJoiRlCNJEylFchbG48TKrVd55qxwewu2WxirVTjMImQ8zkNT2srutzEeFSrab+xtuBc/pxOaseqPxfd155Bz3vVQ6M7vCl1zmx70dhgkJMWgi3Dp0YucWVu2Vaa5Fz/SmHGuxsrZipx0gYmcOMRViMxK/rmrv69Qb6I4mhXnFcT6TECFIyNOWL+9wb79Z4oAAOgwSURBVLX19X1NW89vwGSqt1CabBUsHvBeqBDqwkMZ58gtNTSsjsZLsOcisxaEp86f492XL7Ix3uSzL17jpesNSUHxdCWX83RP+eRdxnfREdjv/u9PojLSZf9rkXlPBRTNudzP4siI4/6MhevbB3U4Ktv9Tid3f6Tky+Po47BwfPfa45Oe5UjHOAwx9EE4L3f7/eI4DP/g1NME7hS8pPlJlVrnolpWEFY6cZS5OSghIVamVjll1SeWqsAVzEZQaqOzw7oZtolXPv8cH/3Jf8XF80vUPtPGlpQjaEZiRFJEcoQ0Fw5qYyzCQZnZLLE5aXn+1StcXlK2nNX2O4Vf/ncf5MVPfIa6Au+LgVKlQvFqYkC3s+f1FzbJJa+fyiYtYmWLP/VTv8SHfv6XGA2VpQEMXdl6pQgtITStstXAEMfEZ2LpgkjGVBhLFB27edhnrk+XbLPoANgdypZLKOJDWhruzA1QzpYD373ZdlF/pztQchJ0aQQxbL9wR+b5ee+Fp568zKAekOMYj8OJQ3NGnEX1Ii2qDkrOnWzKlUpDFiU1Ga9FQDpNEBdwOdkVSAL1+ODw4tCiDHnlynU2t6b06MVCZqOD60UoPQAEPCyfrVhacWxtRW7dirhsRWxookVR7wlRkUrBZ1IWznnl6y+u8dVPP8bKcMBzs5usVqVRV+pKNfe43+huVeF9x3HWRk7QpMj8wh0pRXyp9pwb5c6Vv9M5WPzcw5aE7XpFtx3Qaxfcp4j9y6jA0cdxDenbIYp+q4y7OVFHmZNDOwNHvT13h1jKxr8j77pgMLrPFEMivGRyUl588QpRSs19tzmU/cd725i/8IXXee35VxnVMAhQVYLzVo0w9M6iNaHvYuikCLQgUHoATHOmKahDXd6bFTamLZuvrhOCUNdQecVjJYPBmRjQrdaxNVMrgcRuiC8GPzjrVrjdGG8hijDzGY8Y8Q7QJMRUGhNlg4WlkCkH3s47o0xVFrbg04W19h9dFD9Pzaj2ezN9PX+5MdLlhbr7fQcS1HEPOvi34ysY5m5G1helvMSoHvDkE5fNKRKPaAJVQjBZ46y5wPwzQPAu0HFKFMWLgnOmeFgNUSJOMy7UBeq3vLqR+MTOL2euvHaNOCsu6+I09zB991CW1I0I9cCzuuwYDDzTWWJrO5tQU+cIZSW5IjUdYRCEcyPP0EXGt27BcJnbNzbYmrQ0OXV9rOjzJv0d2YEHHP5O3gUyXdxoYiHrBDeH6aUQeDt+wNwRWJiePTapk5CyBCwAWJjzQ7/3BCjZW6Vm/Ut1HGc9HGQI9/vdgcfbYw+9VwTC0x77ogtHeEZOtZrgOMaoSznc8ftCXOtsSafQN8nWvVALSbB3GMQMceUF9ZlWgGSIQcrWyCg4Y+nXWD25MbgtD5k1Iynj1EhgMywaB4+Imi57BskGTcasuNIkITtPwkrHSMqkNfZ11rlUcIVFz67bxko0mbIyUy3nVmDmZHF/Vumz6JUrjHI33wbbVC5+n5m/p4u4S1OX/yrFEHZdHnUhiuu+604I964brJPSG6nMQlbOn1vh4kPnybklFEfMDqOkbHB7X2ZYqjScs14HHiBDTpkQAuocqhVehZxn4IYEqbDqAyMSqofZLPPqlWsknSspQnctO0/Zd1UmSbm93pCSJ2clxfl6trO1dWQ8EaFiwGodWSYxmW5wMyfWN7e5vj7l1namSf0by5rfeW9Fha68sTu3/eb1WEax8wFVyaUqKJsUB3Payv7R/ny+Dgff7lWxsns5z3eOffYP7rzGw0KvXx5vz3GUtX0HWol8STp9h7XLD6hR0XwsEpDmBDLX/2zlS50oUCapkFV6gwgmeyvOou/aC77rYCSWp09q+dSUlZyTbWJl0zaCdS7QtBTY3yJVUS1lhFblYC1wC1QbzKDnYhAcdtykMM0FEShBsgWCRejIg/OKeLvuWByGWAxlVi315QUdkI4lr6Ue3S4t94Jsx3DADrEp736NbcaL71n49O4B0vIACeBszsXZJGhBOHYf0753RnWRU1BkjTtVRrUS0ccee5iV1RrnWpRkXSWjGX+TPVZiTOYAqJjz5IrDJN44HjLDV4KTRFJX9AUq4xRkEHFkSeBaxAU2Nm9z5c2bZBwslKbunieDv8uaFkWC4/ZWSzOza+zIftKlFLxS156QTZY6kImTyGYLPkxITLg1Tmy3SouzDpF73TftwY8jGbL9XnvQ+hCx7p0mDkWv96E7PL+jf+buz907IiuOJnqgI3CYz9t93748Tnfcjzndr0zwsJyP02Dgn3Scxud1a3lPNOQI9uG+OQMH5QH7TbL8bH3VSyTtrDWxd2p66wU67iKRPvesJfovm3GHpGqal/llJ4YwpKI90NkwZY5zF0fD0gbWrrBzQHIu7XsRaCEm0yEWB60aqJwytNFIVSnT8x46+FycdXj7/7P358+SJUt+H/bxiDgnM+9aWy9v6bfN4D3MDGYGIMAZiIAoQJIZSOgHbZRJMqN+0G/6cyQzmWQmk8EEiQbSJJIiSEgCQRIkAAIcAaMZzPZm5s28pfu912ttd8vMc05EuH7wiHMy71J1b1V1dXW/cuvqe29mni0iMtz96+5f98nqtNPUhrBcc/OnGQlDtpyFPteuhRYmiVX5npvwZ4LcTIuN263oxXOqVO6BSklbkIxREdmC9IVQKed8ASE4v3BzZWkcrSad7gdDZFDwIgRxfP0rX2LmG0QG60XgBHUQ2sa4G2LEi0dKvB9sUlzpWxBzIjhf6H4dqsloCRJ4BksMETHeARWcwsNPPuLo+MTWRT7/ZSvPRDECsuI9zOfCV24vmIVIHiLrQXl0mlgN0PU2t947FI+EiPiEDrDMDTOU09J8K4mRJrmx0KYYwpsJcs+xn1y2ceoY90kbHv+0NgUllTG1zoXR1uULCFM92VCt6r+6Adc5ZpLLDNGbyhfFW/y05fMCrz9NXtVneFqFxLPk0rw8ZGBTaZ0b302Hp7YyHtkBXY071/KtAq8W76tg7uWcNYfAFHaOinoxjgGxTcSqC4p/cc7RlY37SRm0UATXBCknggvWTKZ+LoqACOrLNu0ceQBdxdKo0BCBEkEgZsfu4Zxbb94qzztR/ooLpnCdMdd/9P4nPPjohJSd5Q+ohR9ULITQpYuGwDOJgFgnoHEgJG8vtvrBCtfWxMFRB6ghJ9YXIJvhtJHrVhdszoWYJptxxyYpjVaUSMd49HiLAvPZjK+98yWCtzE3xkZDH1Kp5DBWwdpEyAZesfyCXO5/1rQcffKQxc4ObrEgp2gMgDJly4sEW4vq+eSjx3Rd5gIJkurokdut2Hu7refXvv1V/sK33kKHx6yXKx4sMz95dMr901OOzpTTVWaVtRgjHnXW/Cfl0hdjiGgwQ3PRCE3KDKpm5OTz9yDT9UfD5OLKuAxCvXSz0zqw09qsR+ScCd4ZmVaGqNmCX9UuuaZXdpU8aQMb7cXxD7ju+n+txF++fFYGwXWvee3vwysgT0K4qjyvsfsZ0BFv2wXb70kJCAioEfSoFpg8l43PiW34qPEDb7S6jUVBhp0ZB3cPOLi9RzCoAO8ci50Zi50Zs9kcH1orN/TmJYZZQwiucA00KMq//Oe/w7/4J39IikaHNG+Uv/QrP8/f+J/8DWb7c5zzhMYza1tCCHjnCE3L6XLJ//5/+7f47d/8EZLNsHHevMrlOvI//bf+Df7n/5v/Gb71U4mAgOYCp6sRIf2//6O/z//xf/fv03WJISudQlRvHANMJZjn5XwZ52Xvb/xVBl824OaLx4yLTmSk7T0/h6qMVMz1lFXB10tt+nRVuY5w73i+7Vh8RQ7u3tnjrbfv4SSaEt1QjNmK4O0+y7M4cYgXJGdUrNrAeeGPv/dH/Gd//x/zr/3Vv8Sf+4u/UuD3goi4WiIJOIip5/33HzCkjRBI/cA2mIGqcrgb+Gu/8k3+8je+zC4Dg5szNJ659jR9z1uzOSe34fFZ5uOTjrMOSw7MRlo8qNJnZ70WYiYEx47CfIA4lOqNp2yylxkBN4rdS52jalLoaIBX2USxRmPkytDCk9+/Sq4OFVSj4Hrne1GGwGuD4ospn5YB8KqEoa57/ZdmDNjWslGAtKmDymZScwG2lEXhYXUIjShf//Jt9m4f8L0/fo/aOr3GK7uoxAH+4l/8Rf7tf/t/yLd/5RuEHUfuOjQOzHbntIsZITR27azWmKbGFIp3qQoaI//pXsMf/n//mNNo3PBBHG/v7vArX32L2W5LipGUEjFGcn8Gyf4e+oEDL3gFcQ7vdSqPE/gX//RfsJNXNI2Shg40k1Jk6AdiysQusu4T7330iMMW2ix0yXIR1lFZqzVFMnSkZnpvT/j1Nq4ytiIbBWta4yYXYrg2XzL2Cjhv1KkqObGB5Ag1y7wiOiKydcyWpze9eu4eTb709pvs7+0RPKQUy3ntfV+ofKuOsLWTzON3mOGgkHLkT9/7UzrpmO3uEkq1QQ1HWN5KQpyzhldnKz746L6VC0revi3ZNkadc7yxu+BNnzh5//vEWUPXrUmSaaThVpM4bBtuk7jTwJ1F4NFp4mHfcLQ0KuSI0g2ZgCcEx2weWBCZN8IqKjFbiGsa8+0Zvexrf9kcPknq55yrJcBl/CjFvwahjGZcRUguO8/T8wBuKtVAyVvPelNY9KbVN68NgZvLZ60Ev0jyPOvvusd+asbABdIhzmmO+rkL3OXbxRBTIxXbBLvlioyWePT0qVyg86SZP/yD7/G3/w9/izfv7dAEJaeB2PcE75g31mSIwikQs5UsVlx7yJkYMyll7h+t2ZFEWFgPAUfmn/+z3+EP/uXvgi89EpwUmmMxIiNRUnD8+CiNT5OSWvuB4kn++N2P+X/86L+iaaAJ4CRbHTmW9U7JJeg047K1Ri6NgHHezjOUQH3Skqz4TLMkpd18IawZW/O6Uddd7tXVJDjdNiJqDseW1zYpClMoavwBbkwdtc9ehhSVfBBV6/r49a99hVkbEN/j/IzYR6MRVsslcVgehg+FSArjfbDBd9ZuV+E7v/gLvPWVr/HOt76BqAd6cjJyKu8n1MOJ5+jojE8ePp6eUse4A8E78lAMErH+F10a+OP3fsKjubdmWaW/wXw2Yx4CO4s5O23g1gzupIb1YeDjVeajx2s+OVL6fiChrHOmxbEj0Lawq47jPheuf2XTEHqS3EhBXoBLtyy9cVxGFAWjQBbnxrKZ87DlpkFwHeVwXZIk+yxUg/am4bKXU4b7+ZfnKVn+ouQNPKt8Gs9+k/m46dx9asbAZTdx+c2di8NePAgRa5eiCA8fd+jjjrSRUAWgMnEHnJ4u+aPvLfnTP1EaL3gnpQzNlc6FWI/6GheFEpwwMDSlTDSdRbDqNHy5915hOFNwhV42YCWKWD6CA2JvSWJOLAEsZ0hRaZ3gxdjxoivlg0V3BpTgLVM9Z0hi7zsnuNICuSlB8pyt9XEG1ml7xG7kIQnGLV/zAvLEW4/whI28KOlzdEc1EVRzNoul4kEbtzN6pxlkqyxtuv+KSoxzq8pi3vLlL78BGs0QdAIulTi5Q7JH1Nj5Gh/ImqZkUwRVQ228c/z8N75FRsjqSsOgiGhpEK3JSj6w+bv/8CHHZysSlqvhnCWpzmaeJjiGdWKIphSzKA+XPfTKo8Y6aO42xkExayI+9ezvJnZ3Hbdv7XF3f06vys4isu8zM5d5dJoZVpafMAyZoYu0M1iIMveGfm2ZZVuhle1koq0Y4sZ37zoIwXSOMt+i21/O0Y6r81XXxcVzXCZPUxRP20i33y43I8WV0Bev7F8WudGrJs87jj/rBsGLlpvMx03n7uVVEzzhxq76oo1JhHWzkUriY/zuVuts7YDBygVbb2V4GSFWfWL0fmSx/uzBF9a+TKlUqPuc4HAkNQXjSlWDxtLSuNyraYUNOLzkq6lkMsKQs9EPF8S9wqjZbqOUCRaOA7Esd5xVLkg2w0Ychjzg8Zqt1301V8SYB/ts91Z9bLiBJyiUsj2dvN0NyVV5XOWhTYFyatKaRXTqQ1NjQFRFtX08xnEv08jXxkTjFXIJ36hysL/g4GCXYYh4VXAl6U8t8c6JJeM5J6RcKKk0W/tihKQJyQPeOwKWVGolKKWBka8rTe0YZ9wTH338CV2voB6vid2Z8Ge+eoe37u5xcnLCo+M1x6ue0y6yjMqgwikBIXDaD5z2mZkDyYnWwTIlbkUlxRUHBz3tjuNWO6PZsy6Ju01mPYOjhz05Kz4pTVYWAgczx1mf6PN5D7yO6LQGLmQXX6KoL//ObXv2m/O1aahVBEvMhnyqnDcqJ6/+WRXFhDiaoVOMz5rPos963idc8WfEIHgZBGavSjz9tUzymfAMXJcdSjCiGBEjN3FiXAFVeemW8rAwQuuwWL1Yx8EaZBBMCfuqgKHEkg0mrxtVSqnsIyUmOSrmelMbMKWT6kRavLy4+UOB8WO2ePXYfpbpvuzpJiY1VYiFO8DIhYxid8rmryQ1HjTjs4wGxnW3p/Nf8upFwfa2rOV5KvIiXPzyKnn0wGoyY8YMGCnK346rZ7yopIrNxZizccH2mK75xr1bzJpA161ZSENwDYU+wMr5nN1H2wQr/xMjG3ICmlMxKBUf/GT4VcNOfbFbplFQVaImPvzgAWkQfMoc7jT8lV/+Br/8tbcYlo943GYe73geLwOfnKx5tI4crRJZMmc5kodEJ0LAEKomKikqaZU4WZ5yuHTcvjNjf2HcE4dzWwRrFWRHWK0ynsTCB/xMWMbETuOIOV9rzi/7Tp3PH7jq8xeMN51QtK0cAalrYPu4yxCli/ezcZIby8ZqFVDNY3TqaWd7rYCeLi/CIHg9zi9PXsRYP3ML4/EmbnAxkerpTX+Pr2EeZa0S3PznxOB6U0FFgcrkVVKUmndG9+ty2YSc3WFRt1aTjsWNXbEEKkxvpylQo5jX6hTUCeqyJfwXT7fWwFtCnMHsmUrSrhO/AFPGv0UHtFyj0B9nxvrxaKT2piCTWOMcLBYeU80NkFJJYIaQ/X05evu0eRi5BKQm3U1HSh01PQ/HXjgTowaXKaHrKoUzeYWyfY4RPajXs7EriQwE7/jS228ym7UoiWEwuN+SGK1znnOerANZ4ziX3ns7txfSkBHxuNJYZ1RhKogGKC2EpX4lRFmuVnz48QNUYW/m+Fd+/i3+wlfvsBuXJByL3R1uLwKPfOZ263jUDTw8W7GKcNZnTj2sCqIzU2gFuvXAss8svGMQIXrl5GRJ9j2hUfbmHk+CQ2F/Z06iZzazdSbO+BPi0HOWqjGZL53vm8bozx3N+VVUDTyktIMun6tg0PnP1+tfnQMgE3B0yb1ffW8bn5GLZKujYXmFPO+m+SSD6bVcLddx/n6WZPP78SLW0Ys4x3MZAzeezo2TbH2pMNY/Uy3Vb5vCA5vMaxV2d26Tn7wk82nJBZDiNasyqBp3EJAK3wCqiFjae6Gqx1Hof9VK1BRLDKxoY85SkApnirvwFXRx0xUxYp5BHFmHLY/aFQMmi6AhsHu4h2vLhljCBM4LTjxerJXy48cnPPjwIX0s1MbYTy0tndfJsstr+sSojMWud8FLO79hbxxTR/IquQg7u43fBS1UvWzkGWweu5l/sKUo1LgThMpwuGEwaAYH81nDN7/+NW7fvk0cluS0Bk1oth4DqJBjKuEi85qd82b8Fa6HlCE4Twn+QEFoJAQkOZTB7r2EK9TB46MTHjw+ITvYnQX2ZM3HP/pDbrULvG/ILuN85qB1NGR2m5Y7CxgIHK2UD47PWEY4XSViUlwTjMBqGOhUGZaRsy4TAsxa4XDPmDTbxuP3FdE5s3bOfNfR9z37y4jIwP0TWCUh1WCNMDZ73EJ+rtggnrYRG3PA+fNICcXYeLpxjsvFy42cP/eTeQOefB9XKZCtyhbY3ldKqOey417L9eRFhgielAj6sz4vr5oxeYOuhS9Q5PI/tX65i8WftSjpcgeqefKyqylQasuNDU2I2ZIIZ7sz9g/22DvcoZkFQhC8c7RNQMQTU2aIkaZp2JnPaBqHiEdcILhAmDV88NMP+L3f/ENSLHFlgbfvHfJrf/0vs397z0IXLuC9KZ7gPBI8fRf5u3/3H/CD739AMhwbRYlqpYE//3Pv8L/6X/8v2Lu9QHNEvMO5YEaJKxnxLvA7v/sH/K3/07/H+tGKPildnuiLDWQoHuOGPVK/X9dbaIUA6AVsnqNZtnHoeYj4fIKb3WdBaYqneNn937m1y9feeZvdxYze59KXItP3PYgzmmitbYqNKreSFqWsKBnVCM6TUBLWv6DxQswRR1sDGWQZSj6K4/79hxyfrEATWeGjB48YQuaBnDIPQtMYOuGco521HLQNi6AwS7xxsOCNQ8/ZEDleRh4cDZxFWPeW/JidQVDdkGmyMssN6pRln9lvPPv7LYe7u9w63CGzJuYFB3uJU46ZPVgjvY4G7Aaos7EOrvY4nuR5m06vSTDbxuT0bZSJ54vL5/WmsqXgr7j37ZyDily57dwGebU22J9ledWU3askz8q98WnKM+UMbN7+jb7+UjaSjTDBdL4CFY+ws509K5BKqABhpxXmi5aT5ZohYigA2XoCRKHvlTduz/nVX/0lfumXvs23f+HnmO815DggOeOBFDPrruf45AQU5m2Dc0VxZPMy1cEPdgLvffdPOTntrX5eQTXi+jP0LJLIDNEUfY7JGh1JZiCzYM08WB5Ar9Zcycof4f0f/Zj/6P/277AzAy8ZVxru5BwtFj8kUoSHZz3z1HGrdXSDsMywSkY+hJbcA0fJMK9a9JpTAYzNEy6RG8N645xatcTTIDBVnfoW1FDO+NnpGKfw5Tfvcu/uAY1XXNOiGfq4pmmC+bDiDc1RayntfWUgzGZAlniyKU+Dl51rSCQ0J0sGxduyC1bN4RA+/uBjhs4qJlZD5MNjOHGw30IDzBpntNmS2d+N3NppODgINAFC67g1a+iTstrx3A+ehx18fNJz0kX6mMjqCCrj2np0mvFB6RqhGwZ0OCZ4WMwCs3YXdQOLsGQxC8hpz5i5OqJpN4OwLyjw8qsTo/7K585hn5+QggnHez7ZUubXuO8rofqx1fXPtsf5KsrTchAu5CQ9Jafl8y6vkhFQ5ZmMAdtmb2oIlDSz0cOYNpdRIdVQQIWVtTR8KYH8EKAVJQ89NVFIUfMUnTEQkpWTk47f/ee/xw9/57vszBtCEJzLVhGQS2WA2lam2RoAoRWC17FssUuJZkjsBoPlM3Dy8Jj/8j/5x4iDEKzEz5W2wgFoA+QgPD4tZYK6sdCxvIauH/jjP3qXuRfmjdAGpQnGVY8qmmDIsI4gqgQxQ2JWmin4DBG770GV7ilDf/nC2zAeZOPva8pl3mX9sldP/bLr1vfqxc3BK3WGbNiB2DpoguPrX/8KO4sZOQ42X97jciDloTAPKt55xJWy0RBsHlPEeyXGSiXsMYTJPH1N4AriVNeSS4qIJ/WR999/QE4W/lilzHGEZi6cZSUNGRft2sEJp3lgHZUB2NvxzGNESstp0chbu46d1tOo8kkQTjvoOkVjBnUMmuljqSZJiW7IKBF84mB3h1mrZAsUsTtzeIGu5KDUgtDzM7hpjG1vpDXWvxnKweJlJf+jIkZP2rM2jn5pG/WT8wnkBZknT7/+51F0e8Ze6rUvLTW/BE16HT747OSZqwmuChs8yQKsS3GLbGbr9emDY7MhsTp+X2DJLlrNftIaq7TzCFYtEDyIKMt+oOt72rOO4K3RkfNFIaNW/OUL+bGr5g1j8l8uhoKK4EVRX55ZhYgx/yUgFX6DUEodU1aGXlgO0CUhWz9DECt9DFLavnpHFDFFLpAdSM44cRQ1QDJXFucdkhWfzSN1Ys+vWNWCjIWPNxMt4zyOdUkMu8mGdz7+Lxg18NNqyLXE+qeg7+Y1J0W0u7Pga+98jbYJeBI+ZBIRp44gjdE01Q1ElRCChYywagyD+CvzoSCF4EAk45IgEhARMyY0UoIKnK6WfPDxoxLmSSSFt964xzfuzTl5eJ/jsyXrKHSDErwSVRiysk6R3WVkMetZtDBvHK1zeJfZbxXZScw9PPKehzmRsB7bQ1JjOcy2Fs5ChuAIpwO4NTIMpJw5Xa3xBIwwUctoyYZRd405A1RKh6iRWnqqC9GsRBJjDsXGvG2Y4GUen2/jVtWtXeDahCqXKY0aNnjBBsET8x5ueN+XHf+zgGRclUtynbyWZwl3fV7kedfPi5QXXlp45UOVzeoijDe9cmHKtSYJlZx5heiEmExhj6Vl2L4WHMxECK4iDJCcIl7HVrgOIwKitCZ2ajF66jFOSyKhJQ/W3jQTY30xPqSwD45ubOkYIJRmM/Yzywjgl6oIoXWWjOW9dbgrqL8hCbm0aS4GybjQRWlK+ZxXW0SDFgY8nhwjvm78+HkyWyvKk0sd5cXcgPPx5/o61IRPgTF0gNqUvHHnkC+9+QbBGzJkVRse511pR53Hf04cTdOQUh4VPJhyRSAE45BweFIazCjNbppDBBGP93NOjh/w+MEJudSvfPXNfX79F79Os77P48ExdzOO1spjIjErZ1HpNNElWHaZ3bljf6F0wbPbzPAu07aJ3RARB03w7IZA12eOz3qWq2TzXdpVtM4SHrvseHA8kHQg5UhG6AermHDl2TRPKvpKQ3wz3l7Mcec2PquumIV1biZCqZex2d7Alnml5FXYxK8rn9W9Xlo2flm+yucYdblKLjNYthA5Nkn6Px257vf35fIM6OUL0trhOiqpiUkes4UbERpvP62LvVUfmMc3HSeqtN5hkWTz2B1aetQXxS2m2dUujFJYANXg61T+WZa/bHguJR5e7jBrLnTEHlVjnzNlbt56Llz8m+vbNrxiRBTjRrFtV5KUv0urZEqrhI0USlCCs5uPah+y829S/l5C8HPD+PG1OCCuWGBPe/18fHgsGqjthgtKIOLw4njny1/i8HAXccZqGJyzioCkqAvjFynnjEOMVChASjZmY3MfUrHsvBkK3kEqjRQkkDWTU8KJR13mk48fcXa6JpM43Gn4pW+8zWFeQRpws4An0zSZ+WLO6WpgFTN9Uk40s+6gI5NEmIfEsuvxORPIzFqBHce8ibQirIjMnGfYFRBPaAJKpAkCORNj4qyHoXBOe1/bMDt87Q9wHWBANrwQJ1sev6qWZk4yff30ssDDtmzyMlz23tM2IR3vi9Kt9GbyJJj5RSqWTzPZ6/NkTFxXLhr8z1PmevPXP2/ysgieniY3NgaeEH1+isiFh5YCTdbsZRlPphTw06B1Z3FZIY+UuepKAt2oBc37dxs9AKpnnxVi1uIJCS6Z11kVuLlVRanIdMqa3FbzF0xJ1eI1StlaKWXbOE2vBRWgIAN5enp1UjrPQYyUZksbyEiBbVMuBEsFaUhIqSCwG8wIUctrm3NzhUe+NeY1J+OqTfMcTPO0L/N1F9u0qebpOjXEsIWCmIZoW8eXvvImoRWyJhoVggQyGRVr6pMVQrBcANQqE1LOOAloingHUVIJBVlugfeQki88/4ywjDjLIRhU+fCTj+miHdc0wuMH7/P+0cB+s8B7x6xx3G6FZm0lhWd95LTPdAmGIbFKGV06XM40JAKONkAzKH5QdmYeGQZ2W88bt3cIPtA0M2bzGY6e027Jg9MlJ0s4GzIJM4JiFkLT0DYR6RNI5YqsxuQlcyUWFpjG1565ojJlFkuy5XYA8PJ5rwZqDe9c31g8Lzr+70XKREb2eXA2XyWo+PMmr3qo4LO8r5siDjcyBials30Zd41lfHFQKv+ebJ1b1I0egwCuuL85W1OcVPYgEYclOtXYU/GqC/qgCpqsFK/uVxVpMMWto9IpVy4evlSum9IbAFQFXwMFExVhua7beAJ7L2ZLAJTSzMhKJu1p+wSS7IZyqpQxOp6xPlFGS6jBNu2xIVHZxBWhz5mhEPzn+kw8RdFzDqY6bzgIKBk5pxSuIyVAcGEtjPC0bjzj5q1J3vAQHarWjWlnd84b9+4YlD8Yh0MsCZ8ixk7pnbNyTKGEbawsMA0KKbDOA8Fr6VUkUGLhpcMRUYeyDKxMMOKJKnzw8QMGNQbJvlc+erhm8HC3PeXObosEpW0c+w5c03B3Hjjrek76xNngWPXKaZdJyRgxQ7beFSHBrM8cnykzp9za87TJsZh5FmT2ZMA3jqANfnePJq/olyt6CbZWGiHERFN6YwxlGV9VUVcJpur4uk2Dq36Tt9bwxXm74swXPg833Jx1WivPumVetpa1xtzGsN7znbee+0UjDuO5XwJU/DLlspDgVcjjq6rEvwhy03X1jMhAgdzVdqJnLe2tbW3rOatnaw6L/V0T+qJMno/R3toxm8ZAzrDMBV7fXGQl/l83zUJMOCIRdSMcidVgrLqr/8zbqN5jMVQcONLY+MiJIRlGdmPtfCmhCuPMV5a90qsya4Q2OGbeQiDBSfG3zHjIWRiA9aAs+0TslS5BxAiQUhkxKejGBVPrKZvWlQaBWEvnm2x8E6nR1dcalwtVYU/Gky2jKZHRnitz+/Y++3u7qEZidmhSBE9wJcXDSaEzNgPGOW9kVGLnGZKD6PDBTcZfWWfqxHpQaMnfEGcc+yqcrJZ8cv8RNblyyPCwywxe6DOcxh5H5nAvMPPCznxgb+GYt8JOH+ijYzUkzobMWZdYRmG9MiZJ32dasSqUhRf6HFl3Jzh2keBofGbPtzQYjfFO69mdOfI6klxgNQwkrJxWi6K/QCZ1CZIj5+YZe/TRNTfVuZED8wSx878Y5fXpqMBnNwLg8u/OsxgBN/H4v4iowIs0nJ5mZL7KBsZnnQtx3bX1zKWFlI39ut/mq+PQpZyuKobpACp18AgBU/jFqsIo6jOX2HOX4CxZa+Pg7J8T84aCF7w3pe2l9jqQsdOhg0JmBFqY1ox3ALI6+j6hWFOjINbgqG2EprEQRuOgLUp9yPDxaaI7tQ3bOS3KyIrbWufY8Y5FsMY3swCNL/EAb6hGF2GdlTnCLGaWAYKH5aB0BQ0I5g6jWsfpcrj25ouxKuXLLfsr5/iSOzjvDWgxIJ3I2LjJKgHcuLBUrfnUvXt3mM0CQxxY90IrVlmiDhrvEQIOyxlxLjBR9pqWC6Eh+GQogOaR58ED4ip5UUtMataFt6TO09NjHj18RFbFZ7Mi10AmEZNj6a3L5DIl9hrYGyIH6mi8Mms8TZPZ2wnc1oaTVc9JJzzykaNVJkVYZ5Cs9A7W0Tgy0oMz7i48MTXkvrBNSiCmyKpTy0PIA9FBJJfqGguVXW96t3sFWPjLrF95xooAEbnmta+8pYIGPcc5rjrxEzamJ5Iuvchcgy+Qgn8RVQ/XQSo35ar5eVoOx+vyxEluMmc3NgamCOP23zcV8xa3E/S23qcqF7cx+ZPCcQpKKvB/VSgGjARvrWMX3mr0g7cGRY0zL9xL7RzocNjfIiXRLJvnGEstfxZIOTMEMxB8eWgv4FXw2V7zRZ9IUaIOCN4RMYrjGpoIztE4BRIxK+tBSdkxE0EJ5GgMeimrtUvOFh5wGLd9FPOGI/ZMSdNTZ+Eyg+ByI0FHT/Gyrm9Ptb6rgfiEjTgXw6sSH1bo2ua7dJ5wjiZ47t07ABfpY4eXBnUOl3ozuipngC8OPx7EzMUgjiRKCtA2wcIo4ojJulJqSiXB1FpQ5+zIKdG6huQcDx895Gy1JKuxASng8HQRmgCz4GjnM7qspNjTnWVWUWkD7CysK2bbCDMP7dzT5B63SLReOD6Ds8GRoqI4hj7TqfEYrLrEaVK6AOocazJn654uO9aaSGpshzPxLEKidYkYKQjBVZwC09wgU5gJzivhZ4XTt/++2Sa8DWS+sO17tEovM0+fcNjnIcHgZ0iuazxcFx17LU+WGxkDm4bA8wFxVYr2vDDnE4RcEF/zgqonUXFx2T5GnNJgtfits5p+p6CphhGmzoIJzGOvClymK+ekpCxjLf/G7VAdcCOtsfpyj7VL7sXuMQrGjqi13M48PeuYWPoGZGt3qwpDUtaSx4RIFePrj0lKkpyQxUoKZ95i5ako3lUqteFPsQGvVxEwzcWzbYzVU9xM4LoEci0xAymwvCmovMGH71nMWg4O9snZM/Q9LmeEFtcoOVuTH491K0SkICoKRGKuPnNEgiLSItmqPmKOqBN8SiXBM4MzA8LjiApHnzyiW8fyRM4mOxiF8aIVvnzoaHPPulPWmjnDcXJmhufOMrPXeg7nGZUBRdltPdpYHwV/2LArLY9O1pwsE6pKm5TcgwZgmRiaNc45upTphsRycAxRjYArQ+Nhbwa7C1idbhjmV2Vd1y/LGAarRp8bp/1Z5Fk5BsY1UXJ4Nokwn2dPqQ7GtHdcjlxcVfP+Wq6Wm3iY10UjXyvrV0ueqVHR+Sl8VgipxikvWgPKmNRUYslSqUYrPKC1VHAD9ivhgVakwKc69lq3Sjwhjd0HbSuspdZSs9vUegioTjkEIhaHFsWqGEqwVRVyqVizLoL2+6BqzYWs+GGsPvAU+tpqXThnNMUly7EmOKJKqvdQGPLKUNB6y0HQghhcFqm5KnHnwvhf5km+oH3x0nNvXka3Y9R1Wq26ILFYtITQ0nURp0pqYsn38EgIpC4xx+LnQsBL4YbAOhOKgPhMEA/qyCI4tRI6yfUxnXU7LGmcQxpIKfDg4WP6wQiMrB0QiFrC3pv7e+y5CDFBVsQFVqr0JNbRQlXrCOsus1dYJeUskTzs7S144/Y+D1anKMosCEkdQaERcDGx6iDGRDNz9FEZkhFbqRdcMKNQPOzNhbvOc9ZllsM1pm3jA5v++LNsyBP50LkT3/gcNu+bxbPPLefW2Gt5+XJd4+pp3vtViObFE11+7MuSp+UzXIdA6VWQGxsDlxkCN5PpTHKJKWDj5sbPOMCTizOTnzDx5pW33tGI4lw1GhgVpmIZ+uLMY3BFQTiZPlsrFmocVdU8Mss9AAohkNkTG7kO2QwiYw+UosynuC5YZQGYN+rd1OClxs41TxtY3vDQrYrA4OAsWOtjjH45ltrCOi9j5v4NcgWeKTnqKV+A6xw7eYMlr6KeK2d2FzNEM2fHj+ibzN7+DjkNDCkwmy0IbYNNmJlWUpMAnUOd5SQ45xBRnHhitNALLpS15NGc0BSJGhk0492C1fqURw+PjZxKc8kfUVxOLGaBIUaOugEXC+eBs1yGXBpmZRFOk3EOnHa2PoJAO3cshoH++Iisyt2ZQxpFfCAPyrrvWSZh2QOD4IdMzlCTVMLMIwJD1+Maz+5CUK8cnWbWQ7qGMr04xzeZu2fNpK/HPe3Yi+2yXo68ypvz88inVfnwPNd9aknzxudexOuvonxW83IdubYxcNVw3xQRkA1Png3FdfFz2WLwwAj7bf12MSLoMGTAb7D+jfZA+bCA0dRinnUqme6iZiQY2Y9uHM1I7pOoCYmWEJiUES2QgiqomiGQdLpXKc8oQilxM2WftSp5DOmox0mBYNXOmZ0UTgRDG4yhEAaleMbTWFY5r6w/7UW46enVHI7Ny11mPIiUrPQtTxNEHLu7+/RD5mx9zDyaUTjM5qyHRLuOzGaB+XxBbKGNFv6Zq8c5h2swamc1ZAYRUoqWK5BlrMggD8RsxkBO0OsZp8sTjk7OJvZHKUZjub2Hy44zzbQ4gkATLEel9qiIqCX5DULfZyKlnfJpou07fEkWvbPj2J8prlE0BJxAHx3LtbJKQr+KeA+zmad1DolSElWDGTERdtuGu7c8j9eZ2E9j7C5Q8irbvvfE7UAJhT1pP92es5t935+05i54fTc689XnfF7l8Cpv2DeRC+Q/z4jgvijZSiI+99pln7vu+TblszAMbnLNl7GunnX9PrcxcBOZFFNV0QmVy2qcTTGK5nOblCnUvPG3aRzbtFUMQvdFCVjyno65RBYWmJRWTTgcL1KSB1UnzxwsYU+zKakGAcmQa3Gc4EoeQlbLQYil1bC6eq8FfRAY1JGSs/ACRelj7r4UgyOXEEiqtkiCpK5A6ZZDkDSTsc53jM90fgHUEjB3rcXxPJvgqIgKsVPNHbiQ7LOxWY+GXS5IiwrOQeuFxWJO3w8svdIv12hSQheRRpg1c5o2s+jW9PMDZrOBdezYiQ17ecF8vkB9mUsR+vWS9aqzMc0Qo5JjRnMsSYADKo4hKw/vL3l0fELK0IZsvBPOEbynU8gpkcST1OOz4mNi3sCsbXBkAkr2QhTHKoNEZdBElxUfA7pOFupJjiZDmxXnMm3wzOee0/WAdsUKdhZGyFkZciQVxEsyxBxYaObeAtZ3Az95MHDaW+ml1r4dV8/W5qSbQSBpMq4FJLutTa4uU0uzLeXEN1gql1aVfEpyXa/zKgj6i2AIXCfJblOu+u5vvn7Z2L0qXvkmAvWq3NNnJc+6fl8uHTFg2421WYGKFMBW66MSI8/VeNg4Wjc/WXYvy0K3uvF1dqyzeeeV3KY45ObRF0+PXBQ09iFXarScTNwGWt6z8kJTwBZ/ti+Wk9JVUbMhBhhyIM7Y80LOI8zfZ/NGh5jpLdxsIRAnNFiZoBt1gI6Jk0kFUSMoigrJaJjKOBRoOl/+Jd6O6z4l2/yFyPb5n7ootW5SYJCJourwPjCbNcQUWS6VWYiwOmEuEGiIMeJWmdXyiONwxqxt2dvbpZu3xJ0VBwd7zGYt4h1Hjx/zz3/jN7h3702+8pVv0UdjLlSFlAdiyqQYydowaM/jo8ecna4tT0E9OWe8KDElnHNE8QxDpCfTiMNHx5Ac6yGzaI0noPGCOKUjkcUQpG6AYR0JAnnecNw5Yj+wmHsOd8EltdADRqSkwdapKHRDNFTA25jmrMQ0oN5xZ3fO7KDFLyI/+Okp6y4yrfhJLiP9Go1QKZTcG58VZ0jUmNMBxfaWjWMvmdLPQfz0Z7Ek7WmIwJNi89dLPr78PE+8pxue4/M+P5cZaHBzdP2J13gO9OelGgPbG4VtKmOpU81MLq7JNGzbpoCWriyOi95PUsdxZ1A6yMiMKKI0TmmdGEcAWMfCkivgZYJKxV6Y7qEo80Gt9n/QbDzxWIK5g0I6ZElgXqBphGbmWa4zmUKWk5k4E6jEPkrrrDWx3VfdfJVKepBLOMKp0uWaTChkdSPKkTdU6qbY27kYW9dbIM8HkVoXu/EZnhCn1qpoysDb33av7SwgonT9Kd6ZpzsMmcy6QPKeEMwkSimyXvWs12tOG89qf48knluhwTsr+fv+uw9498ePuXP366hThhStu2TsyXhy6skoy67j0aNHDEMGJ5ZYKNv3nhJI8HRJiQJCYq2JNju6tTIP0ETjvrAEUseqz6wzGDuBkIdISo4zycyiGocC1q2yz0LMuSBAhrQ4Z+gADlzwkBMpYnWOMfHWYcv+wW3WXebdD1bkdH6u60BvPksJbxXL0kIL20dsL5lakni1IXDpiniCYfiyPfEvCvz/acnLnI9nVeqbOuT8fH6eDYVXQT4DZGBzsU3Kr6qzi+vw/AuVm6BaQAXmLJtVzlKgeRlRhLaQAtX2wUGyeWAixkpbDIR68cLvZsrYObxiYYHS2RCxHHMn4J21Q24E4zRAkARdF0cEIGY7pyv2y9xZ2SJqpZChwL+bYQwRgzYypWWxx1CIpCSZQglRr9qcdYTez7//Ii3sy0IT9lqFgy+PR48hI2d8DzlnpDQR2tlpURJZI6ItGluyU4Ze0bBCQw/a4rKzCgGg7zNpiIgT9g/2SMOMkBvu//QDHj36iG9/+1eJ6slxIKm3HAJVNEd8M2PoV8S45uT0iD5GBGd9DjQSYyIEK00kW14IzhElFxIsK2sVPC5DjomoyoAZkbGEeVIWGldCRDlBAE0KS4Gc0KD0YjwTNZCiOdnabRyucagm2sbhnDJIwidHXg+89aUdvv2tt/nw8bssl7rRmfiiIVAiMyYlc0/K98+4PzIVWZjye6ohOq23666gV0UBvyr38bzyacX+677wPEnBL1IuU/ZX5Ru8KvkDT5ILz3MVuvYMiEFdE8+zLj4TY6BK3agqlD+ZCE9a7AbNq7uo5KYNrXjWUpEBigtvvztXKZSnNsTClO0vpeLd6pZ13P68WIKiooRcqHCdFI78mn9gLZL7VNoY16kV+5xVOTicEQVYt75a1kgxCipC4WoHQ2HuDYmI3trwxoKopFQL46ZExc9y0xs9/iJXfR8tOW8KX9SySsmwM5vhxZP7HuczqbXEwJgG6/eQPcQB5xwhBJxXsos0pdmPaECyI2ri3r03+PO/+he4+8ZX8CGjUQnqUS+ID6QhE3NGxNH3a9ZDx5BtTJ2m8d68t2z+7JQYEznasxqbZUGWnKFWgxiPRFTrYOm8MMdyB7xXgvO0zpCQISkRY0PMfYLgCC5ATna9mOg7a4zkkyMERX0G8aRBUBeIw8Cug+989S1+57s/Zr0aON9wyLqCQsH6Ec3ksVwXI4CsSZ8yGQIq49IsnQVlwxy4Yl7PrYenyWe9Zjc94i+KwfAs8jTGv6vkefOMbhIueNUU/Kskz2skvlRj4OokFYp3Mr5y4ZgtY0GNwOViKx2hFpE7FFG16gJnHryIKe/qNokzqF7UvO4xZRwQnUpgapVCvTNX4HtxlvDmsZwDp+bpZoohoKW5UDlOShjBF7ZDVQjOKHDBGPGcU3xNAFOt/XTMYFJrdpMKotBbluSWTF/e6Yum+ul5RRehRbdhEDz5mvU267EZQ3CaJhFCJKtxDSQyPikhgEhACtugIuA8zgXatmHWBBvTJpCyGltjO+OXf+VfQdyMjz/8gN/+7d/hzTff5Fu/+HNI9jRNg+Ro6yZ7U/Q5FzbKbL0oPCjJ5tA5fPCk3gY+qViCZ7awgfWYECO6KkPg1dgjFzOjxPYuGZV0dnSaWUelx+bYRyVJom0DghJ7pY/ZjL+cOFg4vAvEfiAmpRVhCMLR0Qlv/fzX2NtZ8PHD4XxQgG2Y316TjTWhuXwHNuZ1Ms7ZMDdvEiR4teXzqlheBCpwmdF2lXL+tHONXlQFyIs612ctzzK/L2JNvHRkYHuidPJG7N3ymQ3lMhoJNRZdoEo935GpJAeW48eeBE5pvXlvltFvJ5RCYyvewgBSlO9kcBSoNk9dDkUK7bBA8na7pXluyWEw6yxnq//PNe6xcZvOOzMeyg4rFRkRrLmRThXXWjy2WtqoSmlFW7Z3qRu11EHbGOhqKVbv/LzSftK8XF8uP59s/JxCBhePnazAOsfOwawNNG1LP8yIMeFCIjQLvI845/ElQc/7hrZpmc0W7CwW9OsTHj98yDff+QY+zHHB0cdEaJT7H33Af/jv/8f8+P1POLi9y//yy3d5+823iHFAc0s3ZJrQ0HdxDFlYcl2pYMm5IEuCD45GzXAQxAigkjKoVW84BLKNe5CSCCvgUqLx3qiwsUZUQ1a6bKyVSSGoo/VCxBH7nhSViBFZkaCJymxIBAfzRSCpcraOhNOerzQ7HOwfgJw8cXOYNsxiJGy8tpntv01G9SQ84HryqsV3typbfoYRgavkumNyHW6B869ddq3nXRPnK1VehTX2eZLPNExQxbYkmf7gMqNh2oyq8qwJfzXMMB5XFLkp8VLflzMqjuxs4wUhkQkj9/+GUaIl/qK2kUdVi/EzKeVqPBjDIMZGJ+ZhDeZUbjzHxpeh3luwLnmKjLwC2Zmx4DaSY4b1gOZ6fSM1ympedJcY7+t8skVNGjz/fbjqi/syLWrTQ7oZfi7odaaZtcxnAe9aZo1H6ErHyUxoHG07ow1zfHAsFnN2FjP2dndZzBv+5MP30JhpZzOD7Mk0bcsH77/L3/27f58fvfcRbuY5Wy45+uQ+3/zq11ir4kKwOVNl3fWQfDHEHE4zOZtqTap4bxPrvRsN2RxT6ZIpRm6USiIlyiBGmhW9oM4hg+I1oCh9hmWdwwLrZ3H0OdOve8iZ4IUgjqiZZVJ8n/AIt/dnSAisVh2qEZl3KB7nmieO/fbcb64dGSktDRUoaalVWbJtClwX2n+VlO2T1v7PqlxHUT+rvFbGF+VVqKa5Sl6yMVC9RIHNxLZSnods+5AXFNlGANM89dpMWEfov/Zud754cU3ABSlxeDtenCCN4L2UskFT6s57vHc4FwjePMPHD4/ozgZrd4shAbN54K2vvk2zM6eZNTjvrENeE2gaj3jPuz94j/d+8FNLBtuwB2JW2rblX/urf5l7X3qDLM4SGZ11RGx8+VscfT/wD//z/5Kf/PgT+lRKytSSFxOAmoeZKz6wNWBmmRQbeTSmRsDlCQbB0zb66ymCyzeZzbh1lZr+IQp7+3usBuj6noODHXJOhZ3QlmpwjvlixqxdsL8z52B/j1kbcD7z8P5DREtOibcku9MHj/gH/59/yPd/8CHqBbISB6VfD3gXaNoA6pDeoWLePtmBJFTM6CJbbodgCIBzZgzWdtaqFIMTNGeL14ujNl5SJiMyZiVEKznts+WWVDRLUFJOxFLF4J0lsLbiaJ2Qk2WHrBKwFB6e9WhOzFthlmzMhn59AYi5eq6m9bAVAlAzolWtaZS9tBl2ul5sXSVvpCVur5vzxudnlTdwmTJ81Tbpy+R5y9JedPnes1SNXMVh8CorzOeVT5Vf4znXxEsuLdxEs2vXwuLDV08Rth2WjZdUGbsB1rLAzXPW/gKN9/yFX/023/nON/jFX/p57t7bxVu5gCl652kaU5BDnzk9PmPoe/Z291gs5gRn8drVasV//B/+p/zjf/jbgBEJiRPeunvA/+jf/O/xzrfeIaWBHKN1uMvJcg3I/Oau55P3PmDZJys9dJZUlhJ0Q+LxJw9ocyTlRE6RnAZLWOsjQxzISeniQD49Zi8Ig4eYHeuodFryDYphcxq3od5pCGty3iY8a+Ow2WTmpoknT1rQW/cg9Qtfr8OGYVQ3Ai1VpUJMyoefPOajTx7xJz/8mF/6+a/yla8eIo0SYyR2a5anSnjgWYSGdOcebf4S7a1bHD0+5oMff8Duzi1yUoI4To9P+E/+7j/gu3/4HjGDC5YA13ihDY7ZLBA7xWVwXuiHzpT5eLcb41rGU6jhnIwPbgxbJJTUG4owjb8bjdOopbbUi+Uk5FplIiCOlCs91TS2WgZMcibFhPeePmaGKCy7HieKd5lBhbt+hjrP2XL9DIh+na8NZV3XhI6m5qWbd64QGNubOFJRuk83Z+VFy4u+z0+jlvym53tWA+d5jILrvve0a9zkfK+RiOeTlx4mOK+EpiC9TK9esW4NXRaa0kEuRcu41hLPFwEpveK70yWrBw959MN3yZ/MSKmn6zqGwWhpc+yJQ8+6G1ieLRm6HlHBi5KSnbvvI/cfnHJ7Br0KXTJN9uCTh/yd/8u/Sxs8KSejN9ZMcMY1EDzEEJBs/PVSOxKKcRKQEr//O9/Fq+C8ZZs3DhrTFQX3yOaZZqU1s8me1QtOjS2vkdLS+Fz2xPaIVQV9EWk57xW+KKlGgHMXL6h5UibObdx5CfVozPjG4wQePXrI7nzJwcKTY6bre7oY6dYJYkfjPLt7e3zr575FjJn7D485PYm8+73vszw95Td+83f5rd//YTEEwCM475i3ni+/+QYShLm0SBLCMKBqZX1b3pFW37YW2xm1MWBlhGII1TAMpHSZFpZRHSQtfBNMdNWGLBRegXKEK1dUsuVMbDTXqpPmC+WwawJdzswPD/nw8SOOTpfle3XR47rM6xsVhZRwV1lPY2+OMWnHbX3+iXD7Of4PGcfgyfJpe+WfF4PktbyWZ5Hn3cdfiZwBYGMP3YaQq9RXsijr9YB3RbFW+H9ju+lj5rt//B4/+tMfMxdh5mQs/RNRgi/tb8WwaRFrCyyl50CtqdYopYe84DXTYNzzKcPZsueMen2DuoMXGrFys14sK13EkbOMyXyVw56aYFj+aXm2ERUpUEhVrL6UKTalLDI4wYu1P65K5HLY7fzP+n6Fa7cX0IvaMG1uxpjEOE/Vy3SlUZNR4Qp784avvfUWX/7Sbfb2ZwRvDJGxO2Z1eh+iEPvE0fKEdr7g7r03OT05ZiDx/scf8OGHj/jw/hlts+Jv/53/gI8+XnE2WOQ7BMfMYBRE4PbtQ771jW/QzAJB5+iQcas13tnza86o36RxsvDC2K8Aa4CkCjllhiEx9JMhMCEj5QylhK9WmTiRUg0jI7K1caVxyNCamIglTQJN8KU3RsL7smZ9YH5wyA9+8gFHZz0T8dO2XOU5jZUDYoaJVAPTsP1yQ09eG5NRUf9NVUA3hCleyzXluojeayPotVxHXgGegad8ZvM3mTyVsleO4QOLdVs8N2Hd43qsrl/FOsfV6sGMKX9fvkq1hepmMyNUrLeAytjshkIMtOHMjjFwdabA1RkV8pAt0a/eZzZSOwpfzVgW6bCWyBUJsO0zUysE8pgfYfcLWBm4FubBDR6YpydH2d1seoM1AfNFbNh2Gh2NANl6xwwiJxOvglIIm4Ljq28u+Orbc+btCp9X7M736NaJWzu7tAyICmerNYNPHBze5t6dO2QisR+4/9ERn3x4Qt8rQ86sYsejmBmb/nmbF8VohQ9v3WJxex/1Do8nqdL6GY1bEIdClV288LpEK8pR1xrYz5iUvs9FAU9KeCyJLVB5tfpqcyqb27JuyTgxA9WmRcd7sHVgitl7oyRuJJsR6xwxKm+8eZvd3T3++Ic/sZ4YMo39xTjtJvJma60uepHahMvWmE4LnMuqd+pzUnGN8TE3TIAKFlzi9f8sKKlPszHQp3XuL0J53udBXrX8lM8cGbiKVWrTCKh+v7DBLTAes+EFlY3aY8o/FC9d3PYGaYcLmYST0mmQyZGtG2LCmOXqkcYPJMV4qBu3TAYEk/ebUh7jzZaIVWKnUPIK6vPUroNuZE4UMpJlSmDDFKwXGbfvVBolJS4+2+WLbHuMx7JE3WQqfAFSXd1RKYL4qjxrkabRSreNY3/e8qu/+HPcu+1YLs9YrZecnPS896Ofsmh3+eZX77AILaHxiM/0eY5XYb1csmgblhEePDjm5MRaRwMc7M44FOFsNVj/CDV6YHzA4/nqV75Cu7fDkHtIQvAwC5HH94/46OOTDYW8OW7TBumcJ6VEzkqKimbhAhpwYR6qMVFJrKYrCBYu8s6RYmZc87oxx1pZN407QxBiFtpZ4Gtfe4PHjz7h/oPH1tK6hhSmSRnnAnTLYLFXipFIMWg2j9Mpt+OpcpH448bq6lXbIL8I8ipVdPwsybOQKn2W8hnzDFTRjffLzxExt/fclrdR3tSND1M2VQEfjAiocRPfQGUHNLh2OrMWD1swRS9i3lt1+01xKVmnrPBqnmzWalccOKEjBXHKxWgQQwYq4mBGhd1zLs+T8kgAOxoLpcXCmCA5+tdF2SY1PgO5liKvm+yEsMi5+XjetVlnyDvL5K9GjHOCEyPLCb6w+TmhaRy/9Ge+xd/4a3+FYf2QH7//Y/70+++yWveEZoYEOFue0Thl1+3gVPEosVtC43A58Mn9x9w/7lmVTpFereLjrbv7HJ8t6btETsmUrQhz5/nm176GCx6fA4rDJ/jB9/+E/+w//6c8fHSGYTB5hGC2CU18SZoTyy2prSVHk3Uaia2xObchb9b1i4BvrEVxGmxuxhUtjlI7Yq/oRjxflbfevovz8NH9h5wcr4zf4FIVXIyMjTVbUYLK3FnX8Zbq16vWxZb5OR0vMuaFjFzHV8hr7/PlyGtP/7VcR16aMTBuUJt7g1TY+jxXwAQxms6vvMvnTzFtwCX8jBdoRbaVbQZXMrsFo/KtaKavt0HxBosBUEljNnEKsw/Kecc3tZQPGmKQkhWURZ0SsqpSHFEM58iaxzDCeHy9kVwUQjF4HJaIXtHmFI2Ouc/WxOh8gtaTSsnqYNUjNvzQCfJ9xrDBiCqPcHmlYoacS6MGheAD8/mC27f3+M7Pf4NFA93xwPf+6Hu8+9OH9L3x72uC/o05dw/mnK3WKNZquAkLjo463vvJI95/sOasK9co9746W7Ezg72Z46QfkMaBZBqsvXUjHmJmHjwDid/8zd/m//q3/x4//MkRUWUipEKm0My5RDznPMOQyElRrUbD9sb7pLKpETESQ4Aab4ZstdemKhmtPatKjgUMg5Ue3rp3yN17tzg+OeP+/VP6jkJmNaFZm3NfHfxpHVfCq01DZmM+SyVALTM8/wxbn90y4ut3oxoe03HXIYR57cl+9vIqEve8ivf0JPm83GeVzyRMUD1d2VBjm1D/poM1bWvb6TJjfFbKB6tXo6BVoatMHnnx8GuCezU4XPlZkYgRQdAtYH1SkDKBEmMMVUoR2ehFFW+v3GDOBcovOQB9zEZolMz5FAqlcTWCXFXwhkhkNWQhYnz3fTLoODIZSZdtmxfqdcexMhTk3FCPf9X5uYmM4LdM/SDMwLEMfvHKvJ2zt7vL7s6M/cM93njjFq3P/PT9H/Cn3/sTfvLBY05XSh+VXRHIcLrKLOaZPERciMzmu7z/0ZIf/eSUsy4Z/0K9dbESvyErlKqBHIWu73BeCKLs7y5Y7O+gWRnWa/6b//o3+D//7f+Udz84ZcDWjgCqrujUEpopwf6aOxCHZEaZugtf+ss8scvq6qexs5yE4BStORXoiFjVqYsxsxZh5h23bu9y541DPnnwMWdd4pP7J6QEJS1xe96hhGiq/VqxgKp0JyPX/i7vjQmAT5d6n5Tzn5dr8RJcyG94HTJ4UfI84/hpEhPd9NrnX/u8KdxXWV64MXCVVX+ezWzSYIL1UZ3Ayqpsq4If7YTqjUuNck6b1Vj3DHSlbstoX2uogPFERiEsG9TFWvsYbaARVv6VxRSx6uRFZ7Vt2roWWqWCw1okeywGrW3gaNWTVYgRU1qlwVLWkjjnlCYYoYwXK02seQH1ZrM41tGU3pBLi1uFQa2qoA0eHZJ5cefm4nzBoY5e4zjAF9CWTY6Am24gdYi9E3wQHJkmGP//YtGwaFtm7YzdnT1uHx7iNPHdP/x9hvUxjx4fc9ZlsnjL0xDHbGaNiLo+MvQ9MwLaw3sfnfJgaciKA+s3oabAYzYyn6jCTtOyf9ASVhBTjwADiegSq/Waf/KP/hH/7t/5h/zo/hmRzQQ5sW5TKuCn8BB17hVi0jFp8DK5zIt54niKMm9KG2GNJfFwtFDRQlmcVdk92OHwjdvcP3lM1/ecnimn61y6J+TpsHPX3qpuKM8zfm827jeTEa2EXtfbcCc04Cmfu2H89LVB8OnJZQbr+fc+a7bS1/Ly5IUbA08jpNn6m7rXFa8lVwfP4o7bULNZD1K8W2sNsLFhFomFJ771niBqCrd4XU4gFDjfS+kpIEZQ48T47otTRlJK1zkzCFLOha3Vje2NK4zsgcaJXUeU4BVt4LTDvCunI87vxD7n1CBdTx4NFuuAZ3FvKK2YNdOUOIGKdc1bYMdrrlDvZbDwNMZMOuWpHv+zemdOJig5ayZQSjJdwImjX3c4MrOZRzXx3nvv8/DhR7gcub3f4kMg+J6U1Ur+gjBrAz40dMOanD25V/rVinVMuCAErATUFUsvJSGrsOozZ6vIwZ7iXGZnd856lUkp89bbb3Gwe8B/8O//Pf7u/+ufcv9xJHo7XnR61grj10RL56Xkjtg6zQmuKuF72phe/iGhbT3iIimBaE0ulUJ1DKAc3lqwe2vBhw8+oR8GRFoeHa0ZcrXvZAyxXZa9fykLYDlurNTRgpBxtUK4KE8eiOdRHq8Ngk9fXjjZ0mvv/YK86mv4M68mGOH3qrVgY7MqTWKwpDpkI0ww/n8TzK/vFYWPmnKWWkpor3lKh8HxPCVmr1o6EtYwgin3XPdLVcz/mhAJN8Zbi6Lw5rn33cBQvPlcaumdc6b0sbCCL1B6heuzTE+hBYfImQJt2HGhtJoXgz5YJQrp7UWpxpJuvXYzufECLjECzYBz9H0kDcrB4S6znR0eHD/mB+/eZ4gZEWUnOIIk2tZyJpwmvLQ0wZNS5Ow0IxJBHKkX1l0k65RnsoltpIrYZBhi5GR5xsy7Etf3xJg5Plnzd/7vf4//5rf+iNNlKt0J7fixP0C2Wvts/aMNJakVAyqkmMfeE8/rJY3Iehbmi4am7RnW0xuWh+loWseb9/bY23E8PDphuR5ICZJ2rC2+saXAr7zeuU3auACkhL9K8p9e50xPea7X3uMrL0/7bj+JWvhZr3MZUnbdc26W677qivVVkJuyX37mxgA17i3mPFe8YFT2WhZBgfJldHXPGQIlH0AcpawwW4lgRUaLB6RslAUWiF+dZejn4hUlGD1AKOEJb8bCaECUuH7tiKxQSgHtvrtYYvsqY2OhMSwBBLVSRRUtOQ7TaCSpWAklp0DHUEcohEVOzFBYpau/FBfLND89mUrfGAmcckosZjvMFjNW645PHh3Tx4GcAGlQTaQhE8QTgiOIQHAkzThpWS87AEIQIpmzZaaPim88PmfiAN4aBVjrYbXPNkHLcS1DP1isfd0TU+b4vQ94fPo+Z6tSX1+sv4JpbKy+Mq7lYyNcr1bWacRDT9+UnvZ+wbtICvOdGSGsjHyKUjXghIP9GW/c20N04KNPHrHubV2pCn2y55YN0/amUsmfKM9+1VkubuqT+b2JNmx+/kkb/WW8ma83+qfLp0VxfJU8iwFwZbj4hkbipcmqn9P18aonxl7bGHh+oHDjcxcGZay7m7KRt66ax01q0yuv+Pem0mvFqH2DWPzdSTESxLR2pX2t53JjRncp5yueLRlUcqX/wYuhEwpTEqI9hBkUJYShWDx5KFT0pX/NpCxVxnCAQdOTGhqSIQ3OQZINWFrV8hY2xtmocYp3LAVO3viibVrdtU58ZJp7ymQ+64Zs4ww4q8WftQ0xDpw9WjL01tkvlVh7lohi4ZfjdWQ2b9ltre1Sv46s1yvzwnNGcfRZ6QboorLwsLfwdN4YGGNKltuhSoqZqEoIgZxh3fXWD6LPxARdTKzXk+nFpAfHl+r4TYmUFhDKWUsiYYmn64uAQAWvjiFa+eCtgxknyyUZpWmEu3dvcbDTsF49ZrnszMB0Aqk8bzLk6Vnu4kmJYXUtTWvmsvVQMa0pv+Cq821eb3N9jSjchm1x2Zi+NhImeRWMgKclFV5nrm763fk8zf9VqMfLfIabrpMXZgzc1BCw3+seU/yxmhewkQfgKsQuMhYH1k6AE5Q5+UUWu1e8GOQ/VutpHpME6xYmpU5fKcpeCuOg1soAGRW5bDykiFjOo5rxEGvJQgJJJcEvl3MgJTnLDAGhMBGWjG5T9DomweFAhzyOhQ1PyalQ4zGoQ5ZwxGzsd9QN9dxYTpNjTIx14ETdpQtzkzznZpCcedVN2zKbtaQ4cHa6IqZcxtDK1HLRvLnWoissu8wnj3vYdyxmjuCUro+0TaCLinNqZDrOxi/2iVnjCF4Z4hiZwHujhG4bx6x1CIkhJqR48TEpKW6sVLeNnNTH3DIEiuWYJY9zVQmaJpDqetD8VRwbqkrfw/J04N7tHT76ZEnTzHjrrQM0dZydronDwDAYz4EXJZLLWuXpX85ryGXw7fhTZAybXXLktc5/HjGossnoed17vK6i+Twpj09TruNdP69Re13I/2chd+RpFRCvqrzUMMHlFv+0IUv1wmTz/YzDGgjV8EAd1/FjWjVhBeknr4OigKWUoOWiI7VeW0Gyxe/t44VHXst5S0zZ+cn60KylmUxVCPa5VChbVYSUp7K/arBQ+Pg3SY9SideODQZyre2eGAvtiUwJxWKoJIUuK10eb4taYzGO3TSy4/U2e8hc9eW6zIN7mtREu5gy63VHznE0hjSzNWfZBnF8tqjCyVpBE/f2A16EHMHNrBHU0CfTyU5oGiFgDJNZBU3W/Mh7x2IeEM3szIIxPtEQvEfVsbM7I2MJiqppS4edf87zdfc1mRDq2rvZhvZkDwsUh6rn0ePInduH3NpveOerXyHFNQ8fPkLU23qy5gk4mSoLRlDtOeUq+LYawoYQnF8Ll1AOXnLOF70RXsco+Dxsvp+FfNrjcp2w2etckldTrm0MPG36bj69o39e/is+u1alXz9VAP2KFozem4weryG2pXFMLnXnTnDeE+aedtYQgsM5V7oIUhL6PE4cIZjn6JzDeassiDGThsjR0RGnR6tS6WBGQ/DCG196m8M37pR+74XEJ9e68MyDR8e8+5MPycmS/uz2lQE4i5nWCW0w1rmmGEDVIBGMZSZrLSfMxCwM2ZgKhwy9Wl/7iKuQAMrGvWgduyq1bp4xtj/O3cbmepUH93SxBLacs3nfIqXVb/UoJyTADJIa6GBEXVaD8vFx5GAx5UQ0bcOjYysLDL6wN7pC96xuDM84Z+PuVMkx0neKkHHOE2OibRsWWYna4bop7FLDK9NYcOnv1RBQ3VSAL2Bjk8kOPF72hHaf7/xZx1tvvMlP3vspIQT6lMZrSTFWpYZcnhjlf7pcFn9+Ekpw4fafouxflPJ5FgP1tVxPnkSSdd1jnvUz15XP05xfFeaCT+85XkQeyUtFBi56X9VNt8YraQoabj+SGtNeLbWaYozVaJjKELskDAN85a0DfvHP/Txf+trbfPsXfp69/R0LA6REjhFiRrIlCwqZHCMpDkhWhq7n7HTJo4eP+MGf/oA/+eP36LpsTWAQGhUOm5Y3dnaBAc0DOUZUIzla3VlYwMdBGaKp6OD9lLiois8QcmbuhdZnGpHCWVA7KFoIo0tCP5iiXLlibOBYDhPvwcR2D0XbX1D401jWH3ruxZstovMd00Rl5IZQ1YIGlJhzycRUrf+251eQkoTp6IbMcVbu7AebD7UckH6A9aA4D20jFk7J1TAAjVbC6RsLvzjxODESoqbxzGYe8Q1JIzELR8vEkNTaA49Y0hQiMISqhlJyMTS3QygvxicHkYhXzzpGBl3z83/mm3h13L53l5OuY/XgGPXWMlm1MCJkQa3WlS0r+TnkMq/tuiGQlyWfJ6XwWcpVRtNlSulZxvQ6RsBVfz+PvOpJeFfJ5+F+P5sEQrY3HoPldYwnX3ZB2+5yUZQVtpyy6rR0F4wFrn5wdMb3fv9P+Mn3vs/3/tn/j9YLmrPRAKeEZvMiRTOi2ZiFSpGeZjVkIGW6DDtZaZwzD90C97z7g3f58Q/fxXnBeYw3XyaCI79ocSX8oOJIxXjxYoMu6MhCmEWIheOgJhQGKep8TP6z46Izj3DIhYdgIy+gjt6maXCVqOQtkHfMUdAnQ7/TfFxx/jFkM9HzTt+DjQ1qIw/DQB47X8rQKawj7M+M+2Fvp+VkObDqISVvSIBXpMzL/m6L5kjbCDs7gZwV7z3zXSOhHvqMc5mD/T1UlZSXdBHohLSRmPnkL+zEs/+ioc6RbTJlTk9WHMx3cQj59m26ZUd3NuBc5uTkjPnMvrK6Thsm3LNvNM/jSbz20l9teVlw/GcB+78ONWzLi0gqvT4ycNm1JjT/ircvhy62N1+tyfsAY03/peeT6bisqbAKyoY3Z3kAItAPiYePTjl2yidyZGRDhSnQF1jZO4NdHWrkQWJZ/ga/UhIJLYFRgyLRBiyXmL04a5WcAe8NsnaiSIZ1lxiU0qTI4HNH4aCHscwQsRwC0Snp0JeeykMuVQnOutq54j2vcmZTFYxjfd6AOv+FESXXvAqRiYxwIzww0dIK5/f560BRuqmitryP+tu5xMV6DzLdf1bHcq0svDCbCXt7LYudwIPHa5brSIoQg7C/2wIDO4tYxlQ53G1Zr9a0s8DB7i790BsjpA54Io1XZg3c2Q88HBIrajMpM7xUJ2NzfKJL9N1Na6QvHauah2BPjarw8MEZjz95wM7eLu1sxu2DQ+KXVyAH/Ivf+gP29huGLhGHOs4vBhXYvqfrPddrQ+DVkmcp2btuVcBl3v5LzYz/nCv/zwOicX1j4Ipn2Hz5/HRdpjSmCoLznzVxuvl38TDHswVUNriBvd3BZAgUYiEHrbP4cqUuzqIWV2Zq+wtTClTtDTeW8G3pqylOWyPziJQ8A4OuoRDUlFBCnzJDYsr43njI4BxB85iUpSUMosVLVozlMKox4FXCJeeUYTCvuRRCbp23Vlgw3v9GyVfRG1sNagWmm9tYsOXN6tnfTKRcN3N+dahevoE4QPM0xqrKalAenigH2bG359ifO+ROICWHSMOQMvv7c5zr6bszyIInEIcEzqMoTWgQ9ZyeHSOaCSSGbqAJLTkPtI2w7hR1U1hlsgHq/Uzr4dPZAKuxYXN5/8Exv/t73+XrP/8NDg/vkFVZHve8+/4PCN7RzoR+raRcMzFeQHjgEiPvSRCz/V6/x5OxNJYivsIb3hdVnlVZnldSV83d+RDvZzXHL8IIfy2XyzMlED67L2JIgIW1ZWwZPM2rjMlvUwRcp9a+5689Zn3XBW2kPDMx0qGaW6DVQ9fJI7dI8FS6OFBj1xV8nzq6aYnDV3YhMzosRi0CmicsI2LXGRIW0y33kCvvgLPjHBXhgCHL+CgO6LPdV2LyWnPJb+jz5vbvpmEt91xzJ6z97lQeOHHHFy+4qoBKmqCTgWRjm5G8HTJ4GhQlhXVJL3TNO2cNXUNUYRmFeJLwcsaiUdRlgg/sHDTMdw7KBz2r0yX9WmmCkhloZ56uX3F82rCzu4cTWHcZH4Q+KbO2ITdKM+vwazVqYWqoSYuNOcFeSmUffL4N8NLKDUDJ4witInz/vRPC4hjfzDleH/HJyQlHp2e8eWeXximrmBjIOHGgm8WyzyY3hRhtI66Wbxknnb4Dr+WLJefzg14be19MubExsJ2sdjMZPfhLAwGCSB6V7ZaSp9L3lnpxy5zaCg/Ue3TiCN6UtX2m7FUZkpj372RiE4wbG6mImHFQ4VvdpL3dsIxrr9kxgWtqZlMCH3TZOgxSvGvLdjeFKVqUPKaAdCSy0RK2AIpiyuM5zNCIaSogvAR3KT8vxv2nL7Cb8BbJ41F1yOt59Rks7+oxTDH1OpaXcxogpTxOpzveCi2gDDjOBhBvVRcqcHq8YnnWEYK3z6tnvvCgVoXgnacNzRie6fqOvk80bUPbBmLsEVFmM6FthX6VSrfAMggiVIIqm3YBTePapxoH15Tzz3T+27Np4GZVug7e/+nHzBee3b05ITgODzyHt1piygzDmfVjyNNZP205X2GgU9/v1/I5lU0v+0kw9ssiOfoiy+fBgHrJdMSTByw61dubbHQgrANXWw1W5WIZduPmOdWDF8VPMRCY0IZa2qaax7a9gil02UhiYzwDo1IcPemNj4iAVCRgspBGJMFwfUcqG+ZmVr/lRihRHDHX+7UbqNTHIrUFrRbEQccqhEGFLm/oAHiqUtraxKvRU0IAG+kB0+fHnwaf16jM9WVCVCwbP5fjLzEIRuf7EtNGJkro45U1CHj7zow337qLkjk+OcORCN5CB/3Q4wP0fUdUAfGIwmq1KsaYw3uPDg5RZYgRFGYzWK4d0VL2SprgRfC9Bj1kKxbzouRcSMZ7TlcrPvroQ97WOwTx3L69YO9wxoOHK1IurbkVZGs1fPqyCREbErUxby94XD4PG+irIM9SGrgp1zUKPm9ysXrttTxJbmwMPJ+VKNSGKiqK0w0kQCnQto7OWDUC6jWzKht5ZtvnBUt+K159zNZ1UIvhMZYkVscvl8W/cfzYsrCKshEiqPdoGqoqhpq4Vv/2gGo2rv2kI3hQUYOswnrQkeiotkD2ztADr4XWF1AnpGS8AkOp2a/PtymXkbtctfiVPGbvn7eBNo+t6lBd8fTHkMEmYnMRPpyS75RaUngd93FT/daQhit/RRVwnjfvvcXXv/IldnYb1t0Zjx494uT4lG7d06/WhKZlttOQshKcsl4vSUlpGmt8lJPSrSMOR4zZWkB7YRaEPFw6tOO9jQBBIZMax3xz3C57rvMJWleNhdb3zOBtZ4EY15weP2DW7hKamXV/HGIpcVS2GydcX15EzPfiWL3YzfaLoIw+C9lU5s9rFDyN2+F1FcEXS14uMjAqctmwAOwNy+aWEp8tH8a0eWXtc8oIT7pL1oSIMKjyuDPiHQ80xddzjvFfoHQAdEJwpXWwgEcQJ2NGeUpKLAmASdXq2cWN9MJg7Y+Dl5GMKABOMs1uy/2ztfEBqLCOliSIN+OkFeufMAumjGbCxDFAsQhQ+sFyClYOVhlmyXFWv5gTtPDEzXPKG5iQcArKfHUh4fR5xZo5jRZNncMrr7edhTmFWbZRCtk2Sc6fZfq8OhRh/2CHt+7ssWgd/vYu9w73efT4AR98+BHKjKZpEHGsVmuIA6nrwTmGbsWsndN1kdVqzaJtkGSwRHCCc8ZymWTTNNzALMb4z7by15LgWT+9mUh3E5Gt34XFLPDWGwegS3IM+HlHRhj6GXGlEEsTo2eUmyraCxnmctnx9TtxvdLU1/J8ch1imxdVAvu0ioNXVV6l+xxDqJeECV8VebnGQN3bmX5Kwem1KLZt3/wyIp2rBzJnQIWclJkX5lXJitWbO2cx5cZDI0rjhIDgXcKX5kbG2W9of/RmAGSFLkFUYzfUsLH1ScZjTIIOHVsnp24wqlysV0GqCAhK4wVfUI6sGU1CcpbLkGunxXKtJKUSQoRWhJkzZCXxJHV8cdxV8kZYwKCHrT19I0FuexMpXv7m3On2tbfnZVu1XYDAx3eefPf2aUNgvCj7O3MOdgLHjz/meL0iNIHslCBC44UmCPM24F3D2bLn0dESzbCYW51IF1c439C2Db5pyA5iHEZkKueE4rZt1PFxptDAZfd92ZhcVy47W9M2fOtb36JbHeOS4/HqIfcfPEQ1cnY2bOQ2vvxNZZrrcUFP743I2+uKgk9TnhYWuK4SfFpI4GUr05+FSoFX1RCAz5CB8PxreoWnM+qv8ldt9lOPrYl59cOCjN3zKnWrUdUxGhTV0UuVH9/we8TXGLd9INdQgxT8vm6D5X0VRogii5hid6b4Y8ysEvTomB8gQgkrWOOl6memcmzOGE9BOa2K8S7k8oJXWATB95s0v9cde8brVS92jH7IU9SK1NBOxQlkA9bexhBGZr5qPKiWFs2yMVHXvOdSGjmfO77+1bvs7LR068ecnBxxdtqx7tc07aygNpGj7jFtOyeEQAgtKUbIVj2gkhEnhEbwjSfMGtLyDFUhBJ3Wx4aOG8MAT7htvcRIfV6PTLPyxptfYWfxNbr1ir3jW9x/2PHhBw9IQ8MmAdKnJVeHmbbN9emAT/2WXstreS2forzkBMKLIkweczUINveVzaj+GIu+4lzG/mcGQluTw8XUV21NLKKkWoWglCR+IakSKcl+RTtapZwUXkLLpnMVYhdDAshF2ZXQQcIURF96CEQtiXAwal/T7cUIwpoVORUGnSiXfYGgE4xtjAFmzto0xxttvHUUXTGQpjHMVITgaQpMRn4FsMHdqhzQiRZ5QgOMS8GoDOrcXRcmKwaGg9u3FrzzpdvstJ6zThk0s0yZIQpd3xFzsrJNdQz9wHy35datXVbLFYJj3Q0kVZo2gSgxDczbBc5B32e8tzWT0mUUzpc16NmUF60BhbOznvv3j/mz33kH9T13mrt87Z1v8NEHx/Tp02n+c/27K+NxxRSWgN6Fe7zOvG/zGDzZa/1ZlcvG6IsiX7Tn+bzJCzMGnqVRwkVAuZ6jMgsAYjUHblQmNY5brruBKCiWlDdzlsjnKjpQDkrF10yW1m+8A1LaHTvLScAJki32mUioQi6ljPUOxsTDcg8Za3xjVoL9vs658AOYJSB1/xQhj46doQZJ05jU6MrDebvFKYu9nMORmDeOVZefrKI2vNNtSLliLHnMjK/vZKZujPUcKoyvje1mJdPMWua7M3CO1VlHt1zXSkVEHN7ZvadsPSC0hhrUY82Xi5GGK8hBwqsAqVSZmNqZNY7vfOMt3rq9iwxrM5SaFnWJ3EAcBrI6QtPiccQUGfqBW7duEfu1JQ32kXWfCYPljOwtWkIw8qdBEt5bqCEmm/eKDlhlyhVlkeNoXr7in0eJxah89NHHfP2de7js8d4RZq0hWeeSFj8tuSoZdTSMaiXO+F0dF7iVyp6Tm8Kjr42AlycXDLcXlGvwsy7XSei+yui9kFD9EuSFIgPPZgjU+GMxCCrsKmyaBOPPCkhv/G8j1mSvNM56BRQ02z5TYetc+iBQSgvFFLCv/D1jRUKB4t0EIU/3qFt3JVlG3gDU0IBeTbkKRaE7GdEAKBQFSFH2RnxjisVi3M5N5lEtT3TZqjAaZ7THafS4ryPbiMBlMo29bL0GSnCO/YMdvv61L/Odb3+dP/Nnvsy9OwekYeAn7/6Uf/obv8Nvf/cnrHos5CJlQZeB9yjzJvDWXsPX39pnfyZ8/HjFDx903D/r6bOS8FRyHwW8ZG7tNNw73CH3S1bLY1brjqGLzGaBmLO19hVPaALBOXZ8y3K5Ah042Nvho/uPcd6RUqbvks1/6mlaT9sGxAvaJXYGYUiRmOqsllF7ilL6VL6mkvjxj9/j7Tf3eOvuPd5/8IDf+73v0veJfK53xItGCZ5k1Nd+IIqOHTBhQlMuSxT9NO7xtbxYeT03n508i+F1nvNj8/XnmcsXZgxc1xC4mPyiowLYDBkw/pAx9j8SE+t0rokUyMS5wrArjlzY+pwIKZonLAUBSGhN2C+KtoYTNprCqnmFrnq8TkplwxRXrvc5bonl/VyMFe/sfqOaSs+qRHVGe6w6JisacmCNk7JQ0IkN5V2ukUobY4ebujw+YZzHw63GcusI1WqsyIbXPy1QJ9B4z9e++hZ/4dd/mV//V3+Zb375DTg74cc//FN+/x/9Ez744AOWy443dht+4Z0Ff/TekhitgVDbNMxax8HC8dZ+w7ffvMXXby+4tz+nbYRVFN4/WfEHP/qY9z5ZcbxWTlaJVVRr2yvwzlcPuXd7xvrsMauzNTHZfcUc8U7Y39nFO8fQrRHnCb5hZ2dOt14zm++yu7OLyEAflVWfiRnW68jpaUfTComM98JioUhwPD6ycMFkaGY+JZV/peSsfHL/Mb/3+9/j/bsP+N6f/oizs/WobO3uXsw9nVf+T+w7oYrU8t9KykTN7NhAni5be9e5l9ce6Sshr+fgxcgWJ8cl5d9VrkP09DRk4bK/b1w1pNc8ohV/oxNfecHNm6+euZugfIoih+o3QzUOcnHNXYHMm0YQZ5snWFigcRDEFci3KFhsYCpTvy9eenAVeqfsYRYPdUU5qhalXpU2hVK47HeVs8CXBLtQFKgTheBZxsw6TZiG8SRYw6GgpbRRoGksF8A7xvJJrahAYTIckrXx7RRWCU6Ts0ZINxp8HRsC1cWmxfg5XxDWeOHLb93hv/vXfp3//l//K9y7N+Px+z/hD3/rt/nj3/kunzw6QpzQBsVppG0c4eAuH6w8yS144/Ytbu3vsL/bsjfz+PUJbX/KTDvoVmjqCd5D48EfIE3Lqlvx6HRNl/c4Wnf88KNP2D1ouXe7ZX3WEbPN4JB7OicEGmI/QFZSjITW431DSpmYBlJWMo6snqOTNcdnazKORoTQgEom5cwQMRplH7j/MDIMleGyhqE2vmCTzVdm9dMwFRyQ8F6BQE7VMKyzvR03fmIY41qx983Qg2z82Oj7YX8y/dDphRLSmQpStlfTTTal17kCT5ZPS1H/LGTyfxbyojz3Z5mXzWv1JdT9xGu8bGMANh5MDRloG8gpE0fFWdV2ZRvM0x4lRucbxBEaAU2jonZiYYCYrJxwHqBx2boUoqa0VWmCMx0kGS/GNeBKQqBzjlCulVUYEsSUSQpDNCWdaskb4JwQgic4pXFmjDSihEXLR2cD909TiUG78WkaMo0KrRNaD4tGmAfrq+ALvJ5RNJsRMGD3se4y6whrEU6jcNyfZ3F82sCXQd+IdKvUng+FORBhZ+75tX/1F/m3/sd/k5/7xtssH37AP/8n/4w//K3fZuEie4vAbLFgZ96iwxJNsLj9Je586zscD5m+N2bAo0f3QQdyzCzPTlk0nru3DghD5PjoY1if0kpip5nTBGV5tiY0M95+85vMduZ0LnP/+DG//4Mf8t4nS6TdIcwc4jzSeGIX6dZ9MSilGHmO0ATAEJRl19MNiZidtUfue3JSnPMkycQhkZIhR0nh5EzpYllQOmWxbI/hhjGwUZJ52Zf9HL5zZY7BxYmaAkT1GN1SvvVeKsOjbLxrr9utCZbwWYJuY12ikUKN6JirvUJKN88CFRkStWl1XmX+bD73syEDcLkxMPoIV1z5Z0leK+vPvzw19HhuH3nWOb+pMfCZVBNM7G1F9RcPfUhbEcitkjelJrCVbaHC2aobW+e0ITYe5kFoxOrUXfkZgOCVJtjm550hBEGkdDy0z6oqSYWg0JffvTPyoQnAsDBFKDwFTkorZIAY0ZTxTkaSosrQ1wAtiqeQDGlpRFRRBTHjZH7rgDtvv02zs+D4dM0H73/Mg0+OkJSIOM4Ga3s7KoFrLaJzsJJOIywIB3tz/ua/8Vf4m3/zv83tvYY/+q3f5L/6+/+Ax5/c583DwO39mY1VXNOkDhcCze0v85Vf+nXc3i5H736fBx+/z3p9RsyJlCxzwgd76o9O1sRVz3otvP3mV4HETz/4CRrXrI4SBzsdu/OPITY0M8dXduY03/wqQ/8+P/j4DO0aDg732GsW9Ays1h27ix0WO3POlmsePTrGidIEb4mGCF0/IK7Becd8HlitBoY+gRNysnyCFK1LpN8as0vGT7ffMaX8lC/rJlyIrZEnSzUuXEHPqsK/TCXK9Hk2jA+xz9WQlohxYhgvA8xa2Jk5dlph3njmrWPmPbPgaWeOMPM8Pu344QdrPngwEFWe8phXv3mdzexJRDmvMYLnk9de/6svz8oV8SLlmY2B52VSqgvUSam7d0LHpjFwccuTzVfHWO60GUJhGVSllbzR7bDCClpaBJfMeSmwv1oOQdk/x/e0lA3WOnsXKE2Gyqar5pHacabEswhRLCO8H9RaGCOlKqEYC97hq1fmrLpgkJrUaKGGnf09/tK//lf5+re/jWsCQ8wcnZzy3d/7fX77N3+X44+XZK3Pfn3Y+DKpR+/ttvzNf/Ov8j/4G/86u67jt//Rf8U/+y9+g0YyX3+zYa9Q5PY4dmcNMj/g3jd+iTe/8Ut0zvPTH/+Ivo/s3r6DW7UMvSnrdbek8Y5uiPzg3R/z4MExjW9o9nZ4694eHN6idZ75G4F49AnvP3zIwUrY2wm07S57zZxf+847wAf84XuPOIqwPFsSmmBhlD6x1DXdkFDX0McOvKBZWK97grdkw6GPNL5SEyfiYGGEmCLDYPMXvOB6LWO7vbaeRUrBxgYadr3yyu3Y3/mZqsmq9R6377MySwaBeSMc7AqH+4E7ezMO9xwHi4b9RaD1FEPYkVPEi5JiJmuii4l4ltCYNu7n5WxQFwmqtn++luvL63DLqyfPE9f/NOUz5RkYKXJVCWJeWVZX/ZmtzzrdgBALpG2I5waQWzy7NjhaNxH4WKLhBJGKl612vRlByKQS13fOCIeSmnIfk6xKkoC1Epo6Co7nFwP4kwqdTu2MR+OhPm+FtQuCq05RL6i44p0qzc6CdrFgtpijCO1M2Nvf5Y033+DOm2/x7/0//wvy8nh69ufZKgVa7/nL/+qv8tf+6l9CuxN+5zf+GX/4L3+Tt+/MWMw9Pq/wZOKgDHHA3b7DN//CX+fgS1/n0dExjx6+z3J5SkyOdn4AfkY+PSMtB5zMIAeGlFkNmVUWhgw/ef8jcjphebbEq+ftt79M3r3F6arjwaMHHCyVw8XAIszYPbzDr//Zb7C3s8tv/fFP6WRGlkQIgXXXQy+s+4FuiDgvxJQQSQierPa51A9oTqQUQRTfeFJKNDMhRbWyUq2hKCGX8svn+75OinpsovWkT8v5zo+bUg2/TQNQGKtNijGzO4M3bwXeeeuAN/dnHO4KuzMHKYN2eJdxRMiMKFgW0DzgcPQ50Q8DR2eR01UmZ3cl+nFTr/Npm99l1Qw/60bAa4/+iyuXze3zIjnnj7+uwfHMxsCzogJ1s5MS79xwnSxckIrXJNMDiYrBt+WSuT7sptdW3g4CbaEbdpYpZ8mDMsGlZkjUqgBXfhYPv7QU1tKTQItBwMbt2i2PpKxjopkIxKL5By0EROMNWg6AOpmOsdsmZUdWiBha4FS5//iEH733Lru39tnb32e+aGFwEOHPfPub/KVf/xXe/3v/NUOsNZGbC2BaBJsG1Pa8WZlYfZ6f++Y7/JVf+/N0jx7x4w/+hD/9w+/SzBa4MMMvWlya03dLejKDm7H/1V9Cdu7w0/d/ytnZCY+PHhEz7O3fo+sjq3VkuR5wYU6KkLMj50gIjrZt0Axdihwv1wy9sjo7oouw7ta8ee8Nht07PHr8iFvLFXd3Bwhz9g92+fPf+Ranq8Tvvfch6yTs7c5QUU5Ol8xmM9omWCimCQxdR0pCM5uB8+zMPZp7KCGfnIVuiIQ20MyFlDNaeJ7rvD3pe3Txy3bZWE8Rb9l4ZQvrqnV6WgzMeuyWAby94mv1iRNlHoTDXeHNw4av3Nvjrds7HO4IgR5Hj9eIyxkRDy5YPoB4RB1N25DJpCGTskACyZ5hlThZw3rYRuueR667Kb3KlK3PK0/jY3nRiv+1IfH5kk8DKbjuGnipyEDd1uqWWJPWMqXVsIBIBjF0QNQ2SEfthqcgDtKUIyAj+1DZMF3pBli9MQqSgHl9qfAMkDYYC4sh4WoJATYpNefC0PitbAacqz0MMpoUn2VEK1BL+kt5UxWU8zNt7DGrGR5QSf1q3hqSe3Z++iHtouEX/twvIl6Jq0gaItp6fvXPfZN//pt/wHs/OUK2rjJdoT4HUs6JjmWZroQ22pnj7bfu8Vf/8q9wMBdOj+/zwYfvE3Zvs16uyTJj7+Btbh3s03hBc8987x57d97g0aMHnJw95ni5NBg+KunkhLOzM5bLM8vUz0YJHFMipg4k48i0i5bFbsswgOIJiwXH/Yqjo46z7iMOD/Y4jp7FrT1OXA8nR+wu7vLLv/KLvPXld3j/3/kPeBQz695Ig4as7IbAwf4uw9CxWq0RZ2GE1bpnd3+PxnuGVcesCay6njj0aBbSAItZYD0M9AkY0aDt8MuV67p686PxSbEYN73baa2qaKliEby3KhKPkVXVahUtjZTGecTCR95ZXsuiEe7sOe7szfjS3V3eOAzsNcoiKKJnOAmoKv2QwQdySoTQEGMGyYSgeL8gp0jUDnKLcw3iInFQ1p1ysiwGwrmxOP/s4zo7Nx5Xvf8k+SIaAhdyeS55xtdK+7VsyvOsh2c99qUZA+YHbWRfqf1S6WpjCQ1IieiPJX9M/ANSWxVuHG8fmcIBTkCcQ0tZYlKL/efqZVk8weL9lByD8S4nwwK1UEF1tDfHV+qJkQL9VytgOsXUvHe6N4oSGFLh8C8GkPeKq9mSWZEgpJR4970P6boVe7duce/uXQIeR8b5GYe7C775jS/z458+pGa9m82ibBoDZXhAwAc43Jmxs2hpfGJ3Z5ef+9bX+MY3vso7b96mXz/kwaOPWfWR7GYwb7j75S/xZ//cL3P79h7zZoZzjuOzJcePHnG2PmXZ9US1ltFHj455/PBdTo8ek2NCncO1M/b2Dzk4vAVZme/ucXTWgZQqC98waz2r3vHg6AEPHkfO2kROSiaxCo5mvsf66Ijw8QP8H/w+ujcntB6yMERYrSOqgdU646QnBE/KHsWx7jvjDfArmsY83pQyUZUhlvUxJLwTZuILJbVi/BU6rlEtiaM2jWVWpaxYLaWgpQW2c+bVe2eJrG0jLBqYtZ75wrEzb2ichbNC8My8UUxn78i90OfEECMxGa+EqhKCsAiwt9Mwbzw7s8DBDGYuI7GnCRERYeh6kAHE4ySABkjWQktp8aKoDOSUSCSbhxL+yiWPpY+Jk1XitMtkrc8/fd2eJk9qfHNTz+dZmE0/b/LaEHgtVT7LtfDSjIExB7849/aroCoMKVl3vhr9NOq/ES3Q8hIZY/8bnaap9tpKA83zX0XzuC050f6N3QBhDBnAxFFQPfdqeFQUN5brUXIItJzPiRprYVa8N64Aa4nsLBfACyd94qw3o0JlyjGI0e6lDcIsOBYzx87cWSWBCilHBoH7y8wnD1bcf3DCfLHPvAksZtaER8Xx1pv3mM0d/ZrxGSa62GnkgxfeePMW77zzJj/31beJwxkf/PQ9dmZz3tz3hP4xjz46IcWek+MTZrM5uJa3vvQO73zty7RNYn36iOxnqCpD6hDJhNkcH5XWR4aTM5bHJ6wefsyhh5QjD48HHifP6rRHsrK7v8Ph/h2Seh49eMBqlWj3GmKMxCGzXCldhv2dBdoEJHseHq34+IGyOl7z/fwh7gcfcBSVj88SXWkFmYvCFCJOVjgHPnhCCMSk5Kys4pqdRYujZdktGZLivZV7xpRZrhPBBetSWUw4JY3mqdFiT1B/HW8vtp69hxCExis7M8fBzpxbuy2Huw0HO46dFtABkUQjNS9GSTlaHw3N4D2SAjiHaiAlwXk3htS8Rhqf0BxxLiKa8dlKYBVP169ovCepQM5kGXAuo2rfgmHIhMYRAji3AISsCUcwQ8AJKXqGmFn20A0ZlU065qdvVE9KjnwWCPSLYAQ8CRV4bQi8lk9Lbpp78BLDBNVHBnSjUU7xkC2+LtRGKFI9fxWKFQBZSiOfGlKYzl559AcVztYZD+zPHI23+n/vpuMab+VV3or6jUtdleBNkRuLoRrRT1RiMkg/qo4NEENpJRyCo22wfwHmXgii4AXnPVETSQ3G1pL70LSW4BhK6CPMGxaHu4iDfkg48TgR7h4G+kF5eNTRLE64feuAnd0DdvcPafd2+LVfCzxedvzkJx+zXK7p1h2r1Yq+70jRav0PDvf46tt3+bW/9Cu8efeAH//gT/mTH/2QoVuhjeOj93/K6U7LfDZnPjcFAZm29Rzu76Ep8uH7n0BM7O0eMnRLuuGMQVr6lDk5PeX09JTjhw959NGHzHJi5jw0gW4uPLjfc3R6zHo5sL+3w+Jghp+37O8d0vdrzpZrvGS6QUlZcKGhi3DyyZLT02jVAtnyLyohU3bWlCgn0JyLh76BighILwi9jW9wNMGx6jMHewt2vHB6tmSIEAfjF3CqDCmaJ1xKTkdyKg9t4/CSmTWOxjlmrWPRtszbwLwNhOr9u0wbhAaldUrjB0QiXijdFRXvG9RuvlBhF16N3no2eN+QNRLIpV+DWIvlJMShJL86RUl4ZxRZOWUgkVPGuUBSbwiFZJRshqsHJJNyxOHwocGLJyZjFnReCB4enJxxukwMsSICV8MCFzP/5Ynv/6zIyBDxFDTkNevia/k05Fm+d58Rz8C0+Itff+Fv3firwuCuIAkjy99Wet5GUx+qwhcaVyoVnBkdToxTIFTGvwLvajQqYKAkEwpBFbzixNoH+6Rjt0IzRmQj70BKxUPd9DNRgGAT4wg43+JDw868ZWdnh3Y2Z9a2HBzuc3B4m929fcQ3hNncyt8kF+PF4Z1nZ9Yiszk9M1KnhKblF3/hF7hz702OT884O11x9Pgxy+UpaejZ3d3h577xNb725i0O5573f/A9fvTDH7LqIu1sjg8t2TlWPfiZp/WCDp6cM8cnR7z//o+5s77L4+MTzk6PuXsvktZLVt2KIcGqW3N8dMrj+484fXzC+mwAFT50kcY7mply596c+8cD94+W3D9asXjYcOfugsVuy3zWgiZWveUmrDvh6GjgwcOBmAqVdInjjCEeBUkZLWRTNYZjv05VJmhG1FospZTpeiUEkKzsLBy7rSc6IbtEE2DetsxaCE3DrCj71kE7sxK8tpHCbmmrzYmiKRvVdRqQoHgSLjuUhuA9Ka7JMRGaYkwmQaSx6hURGufRlMhZUEmknGkbo5puQkNya0S8KQwHWhT/oAOgZgBkqKa05kimITQNmjO58BM450Fack6IZDRmvBsYBiE0mURCnCK0iB/o4sDRMtFnf21P/6rPPW8J8uddLuP9+Fk1kF7LyxbLU3Lu6Z+EV6CF8XXFUSlPa4DANv2tPAAsXOArvS+WwWfcAgVEFyP38UgJH5RYQkOJj+poY4hzuFLqV/sVpY0cBmoioSX5E1VYRiVnYRDPWhxub8bBYp+d/VvcuvcWh7duc+vwgP3DWxwc7rOzmDGbedq2ZT5bEBqPeA8p0cWObtnRdx3rVU8aeo6WHR8+eMxqvWbV95wtlwxdh8aEB+azFse+0fM64f7Hn3D08U8ZVkuW6xVd7FGFmB1OI7uLFuc9x2drnFeCa1gPkfffv8+HHzzgS2/dJSx2eXx8zPF6yaydszxbgQhHjx7xyU8/QbvEWac8WkGHKS4nil9mZr4nDcpqMAbH025AEe45ZbFI+KYF8axWmUfHibN1Bm9GgJNNUL5UY4wGYI3ZUzM8xyQ7LQukGnxNgKZ1zNvArYXnYBG4vbdgp3Es5pY82PoFDUtcEFJc2SLpHRIisS8BLBFEfOlRYX0sEonkFB88OYKKo2laVBPOMlkRLCfBeaFpA1kHyBGXGpwr/TAk4BszVlOu+Qke72fkNOBDKCGthMbSydNybUulhsH9jZ+hKoTGgyh9P6DakFMEFyFGnMzpopLoyZLJhfQrI/QdPD6FZWW3vEKPPw0ReNrrX3R50nO/btz0Wl6WiMDO/Hpr7ZUwBjbZCIEpRDD+X8cggyObcs86xvU3MgpxWFigEqr4DeMBsUztml6YYWSDczKhEQY5A05xvrqadjHjOLAYbZ8SKaeiGAS84NuGpl0w37/FrZ199vb2uXXnDnfv3WP/8JDdxYyZ94RGmXnQfuDs7AEnMTH0AzlFhj7TdWtWyzMj7VkPrIeevuvo1itW/cC6H+iHRNd19F1kGHo0p0KiJKjGMrYWihDxBAcp9eSsiK5p/IrFvGExm9GIcnY2Y39vn1W35vSsY7nueHx0xptvvklE+OPvfZ+mbVgvB2uxnHpm4nh8mnnUQZdrAr0iksDBKZbnYRmMloPxcDmQHmTmjTCfNfgg/PTjU85WCSduRF0ymIdfmB2y1uS+SsdrBp0vSn/WeNpGLLluZ8Ht/RkHu579hcXsZ8Gz03gkG2rg0pkp+5QQjeQ4EHtF04CTBg3GWom3BLxIR0wZ0QBqa8MDZKVfr8cVmNa9haVEaBojPzJDNBP7FU3b4HyDJmtd7TQX5kpPyhHvhZwS1vs5lY6W1t9aNZlhrM6MCiIpWUtpAWLurNMmAU02R74t91BycZz3kM2oISQyPS63ZHqSCqsu0Q01MednIYXv05frNpp5La/lxUli1jjeun09Nf+ZGANbpUcbSl8lF9IXPzYBkhInNjphGVv35pKAaBn5U9Kc80LrKs9Afa8kHUppV1wrABCMn11GQ0C1dK1zmGYTYxDMGdZJWSchJhiwMIBxEHja2Zxm1uJnM1y7wM12SCROjx8ynJ1w9PFP8U4I4tGYyTqQc6YflGHoGYbIENfokKxML2WG3l639r6ZGDM5KVGzPX8WcirliRXNkMnwqWMNineOpvEgyZo4qRlW3g8Et6YRmM8ce3tnzBpQ8RAajjvl5N33GZLj4aOebliS1YyonZnQtHC0VHoExFu2ZE0WHdsBb1RcCMTOSgIlg5MeF4RhMIPF8jWyfba4+U6UIOACzIJj3noW8xn7Ow37i5bD3Zb9hWd/p2Fn5piFhsZ5ggwQlwQHOcfCvZ+Jkok5GGw+ZLIGvCpowPuyKmsFQSnJUzI5AqLEofD+O+P3FxEKCEXWPFYieBI5O5w2hiagiAug1ufDe48XQcWjeW1VA02D85HkrF+HkBDXWwgs1o6BGe8CLnsQS161FWwlhE2wdZGTR2RG1/WEEBBamlDKdsPMvg9OCU4sqVEcfbTeHn2SsZ33ZUD/a+/2ZrLF+bEZXnlOgpnX8louk8o3s9d69jQ/9fPwGRgDm61SJ3++eK9UA8Bq+gSrArC4vJH6uNrO2E1eb/XaTdlb90CrOjAlbun95VMKMYI6IUZ70QFSOidqtuS0hCEHSY1IqI/KkDHKZMGCx85ZS2Rg3UdWXQQ9AyysUBV1vTfThTq2LzZ+hVoRIeV1oKIPWcv7holUqe1jLSZe8tJLaaLTopVGq8AWhhkTunF+xtG3rpGKX4I7HvDO6t9DidU7JwxDYsBCIqpKco6jIZO7XM0qhKnbn2H49d6Lsir3JAppRFo82mdcKTFxQOuFWQM7redwMefu3V3uHu5wsOfZmcPODGYh0IgnAF56nHZ4t0ZyCShJJqYVMa6J0hhakpMhDimRs9HuKg7vBxBF2MFLg3KEC4qTQBrsfCkpXjwuCME7VDoUrOOh87SzlhiTJev5poQqIrlC+pLRnC38QaIJLb5tLCThPMHvgiZi7ol9RKSUtvoBXIfirL+CeGscRMYF6zfZunnps6BEZ0YNCs4lwBMaQXzAiafxmRw9MSW8KN5nJDqiW+Odp+tWrIdEHPN6HFvkXq/ltbyWV14U67mzkzL56BU1BqB4+3DJFlM0plaFV1+r7Yszms3hzFrSDDeUWlU7XYI+13inGIFLjX8W9LOS7mSdDIWKNhROIlIuyYBi91OsEtsc+5KPoKUWPEdqlYRU5Z8L24E40GoG5VH5b8v5EXGTUmUyeoyfYKPrYHkge5yqlid0QDb+SLVxVfVCyuVSIdqJESSB08Lq5HzxTEv/iCA4bx0hczGqDAcwIL+erzJMqlrpnt17Ycwv6I71aFBCUGatY38xY38x4+BwwZ39OXf2PIc7wp29XRrvCMnh9AzI5DwQtWPoHM5b6EOdkp1gDJK9Kd6QjWQqR5x3hVTK4UPAqSXuxRTLuFqyXB89SkDyEpxl/G/1DhQIwaPSWEgmRdBcyhktYc8Hj6oQo82Hc4o4JThXDFohpp6UB5xkclqj2eNdIOcBRWnCrCSQCuSm5MPMcBJw0pkBl4WUMr6p9N2KS1ZGKG4A6QjBDAPvhDh0dEPAScPAGfhdYg6QAyqJrM5YIEtPDa38Ha8DBJ+qfB5QgdcIxudHtIRTd8VxOIDP15uzl24M6JbCG18syXv2/gj/l7etgQ8jk4+KozYEdmMGuZVcrSMMKY9/1xwAKaWHNdGsilCND7ahdSlKTDxF65NiiVmrKXopxkOW+lymjGpMu/r8We36TqRUUlw1OZuvb5sMm5785lNoeUKRc4iATp+bCJBk44T1fzI+n4h5gU3bsre/h28cp8cnrFadnWMon6tIhQa7brk/cWa0eCkVHEEI3jNvGnZmLTuLwGIeONhpOVgE9hfCzk7D/k7LTuvw4gnBETTSCmSyMTyqQ7HSQ3JGaUbuBpzD0aBDTyaTKUqVHkEJjXn2w7BGBZpwiKZIkkjTLFAdSAmSSvHeIfg5OUZiSGQNhYbasI+cElkHxAspDwSPxfWzoNGaUImaZ+9FCE0ga0dOkbZZjAZI0wQ7ZwbvW7JGYlxbCMZ7Ysx4b5UdqDdDUxy5lNlq6bJltMW59PSY4dyACxCzGanD0OOksTJMJ2RniYiasdDUoHg30LgZKSWGlOnS6xDA88qV1RWXjOurXF74eh18/kQwVHffQyuQ/PXm8LMpLbzq9dETnjzcesQUeS4bVQERkOrommLI0doNV4NiBARES+IVIB6VPJ1XKN0JK2ph8YKcher7GnFLvaeiACt0X7sHljIOcYXgqBg5I33yU79Y24ZC9f3Pj1g1qNRBCM6gZ2fKPPaJFCeO++rX5Y1zTOedfgpC03je+ebX+aV/5Vc5uL3Pj9/9Pr//m/+SvuvM+Ckln7Z5JRZz4fbBDm0wJb6707A78+wvArNgWfp7i4a2QP6NlFJPl2mcM9KfXHpCZCVrD9mThxW9tAwxkaW3mDogOePxuBDwbUuOiRgHvHjwlnwnLhCHjPdCVxL5YkwFoocglpCnoqhPqBNCsJyBFHsknxGjFeWLeLzLxBRxzuOdL22pzcBwrkFJI1eGa4zvPyeIGkl5bYq7kCN1XcL7OTkPrNc9zgWcZEN0cqn/d65A/pGhjyiGRIgoKQ8jl0IrgXUfyRlaathN8cGRdE1KkRDakoMhpOwgW5VBFgfO43AFAVoRkyej9DHRD1d/R3/W5UmlkpfmQr2iSv61fNGk6ISCSs+D49ZMmO2rJRVdQ16JaoJt2f7ybCbd6PgJU5rJXO5JheompXH5UhZ4Xt2GeSGlLasqWisZCvxun3AjM+F0T+f/FiqDsL3ljMOgdbQzj7hMzkqO0K1SMSwuO9em6MZnLh+P8TNi3oTzQhsoORcZghHbKIxVGYJg+MZmZvjU7U5Q9nZ3+bN//lf5b/21/w5tm/je7/42P/rd77J8eIrkmvyW8eJJKROAr7854y/+4pe5tevxKK23+naA4EFyj3cJ5yG4Bs2NNQoi4d0MjXMzAGQg+IBqJscBcY6h94h34JagA5IdpEDyK3JSRGfkHMmpI2uD9y2qjjxY/kEm4kIkFxKnLMbq1/VnxfgQMr2NbzayIXQAHwiNY1gP+OwRL7SlVFBdYh5am9ecEW1wPthcuzVKRGggCXlQwBUuAm9NkHImxgEkkDP40JA5o0lrgt8BiWR1aHZGSuQdkrW01LYKEVVHRln1SswJIZO0IcUBkZ4AKJHgQwF8oiVmikJWdEiEWbJ8iCQk1qh6UhxI0rJcOVb9iM9dXKGvPcVLDYLLlP51DIHPk7HwebrXn02xUKz3wr3DhluHkd0DTxdfYWTgyXIunj5a2vbemJBWqQBHFV+V5BQSp1hJYPkFWhT46BNPWX0jgoBahUFV9hVOvxzyOwfsq5KGRJcKYyIGA49JextnmbbavPVqfa1kMYyJh5sJhE7KvWUlro3KeZMyVhWCU8RJKcdjJHraKuEshkkzC3z9O1/lK9/8Mj/43d/kB9/9Lj/+6cf0OUPT4Jx5riKZ0Bi9b1JIyx53dsLO7p4pf8nmxTvLcvehxZEJLuBdC97yMJxzDPQEHEIPbs2Qgnmuzlliphc0W9Ic2uE0Ir4lp4C6NULEZyGngOV+LHHO07gGXCYSITcgM5xXRCOaDCEQ35CSo8HhmTPkpY2982iKxBTxjREW5WSGTdLBqghKpr4DNPU4/Fgh4N0c1CPSl/yEnf9/e3/2JMmSnPliPzUz94jIrOVsvaAb3WgMBndkrsi9V4QvfOByX0gR/sMUvpAU4RspwxEKIMMZ3sEAGEw3cHo5Wy0ZEe5mpsoHNffwiIzMyqyqc7rO6VDgdGVGeribm5ubbp9+6q2QNROCGyhmDWSYIjF1SF2DVYSA2JpaK1azpziS4w+KDW319K1jZ3TDQ7w41iwSI4SgVM1uaFn0EkOrBOkIaTUTEWlVJARfX9pKOANUFUaFjJ1VeBd5HH7iFhfDQpl+XxTr6TjPkShd5M3yrVbfTClhCWDG9Srw00+g75VxMG5ePOw0f3Rj4FZL44NL63+3wwt4yKIfFKU0bel+mFMJx6aA49yG3f9eWsOi6exhYhBcBVbrjidPn9Kvn7Ld7Xnx1Zfsdw4gu2vJnxI7eVki1DqNcRGhCLQoxsReuAjQS6M3DmHZ6K4piEP1wYRH8GuZlxoqmDVcw2REBCMkb9Nr6umDqkJpOffWrWGe/66LvPjmK/6f//f/K6++3LIvlX7d8au//hWf/eTP+OqL3/Obf/xH8jjS94laCjUbX++Ur1++5qc/WjuFcjCKFjQH1AQlgShD2BJw3nzHs7kXnm2PmWKlggZXTOEVboh5aCuUgVpX1FpQu0E1EmIhxA6RBJSG71g1hVtJwVjZikJH3QQsV4L530L0JlBqUDVSys6fDYJI8HRFcGXp/QHUI04mRAnkAhI651FgJMRELRCkoxaagnae/xidCthqAgKSlEClkkkx4i2kV5htUW5aj4HSsAQVs0CtjpEAr25QzU6cVRXM+wZoGHHeA8E5h716IkRFtPP10DmGolaPPKwDwEgpBZWAxtCiOvXeHMF9yuFPWR6S9z9XUriUi3L9Ycp9z/X9GVeubyQZHz9P9KlwcwPjC7D9B1pNcHrDh/JAmNxzWb4nclC6ugAKTJ3UDohnPG3v6VAno2n+t+K9AVSnBjSNolFAWhnd9abjz37yGX/+V/8aWV3xd//Lf+Qf/+N/ZveqNrzAg+6u/Xv8oodgpBSbcdJIc5qitgacDGmhjGxu6zTzB9hkEOBlgBNocsImLOMnAVivEtdP3Ks3cW6Em1cj260dTtpmddhnPv9vX6KqmCVS3/GXf/Ur/g//p/8jf/Gv/oL/+k//xP/t//J/5h/+839lu82kFDCFV4PyT1/s+NlPtnzy1Fnt9kPlm5stL28y+31gLIpJYZ0Cn3204kefPmXTKV2EqtoIdRIpRVKXWs39DpGCavRIQBkZqpfndSkhwbPkSiV2kWrmZEVhanzlipLQsR/3oAVT73MQ6YDgTYysop14WaMJfdpQEl5hELxhD7ZHTFu/iEhnCmFHrSNYaCkDN8TU8kz96f96gWoICVUlxNFJrEokyhXVFIkFEQclhrhBQiCFycBz/EEIUMs4G3gQnGK4GQuqxTEQFjGDQnZjoBkmaCVqj1RnFew6GHWklBGRDgsrbxZVne+h8VXdKxcj4Lb8EOfkVFldDJYPUQ67//OrxM8+TfRd5sULsFFZPXBZfqfGwNFiMt9AxdP+6Fl9u4C6eazbme9mfLzNIML5GxPa3aaUgLUSQVkU9bXmyKaUCrqHF3XA8q8pw2s++vFPuE6Bjz6+oo6FcXi7EI9xMH5CgNW6p195mZizKIJVx8CPY6bsMzpxAYTFSZznzoO3NpUcHtIix8aH0UX4yY+e8cmnTz1fDuzHPb+13zPsvFzy8FJHJ1nyUQLGk6sV/6v/6X/gf/O//h/5+EfXRBv42x9/zD/9138mbwtdEEI08gifv1T+7jc3PFlveXWT2Q3wejeyL4qaEUNsBkvlt18P/Nmrwl/+tOf500SMHVUinYDZjqxrkJYvrxU0YrEps+heeilbYuqpolgZcebm4v0FY0KYvGmhaGU/upKj9KTe6Pue1F9jXU+UTMRL7RTIFhEJrKSSopHLDhueMO521PyaLlRM92gZibEDDagYMVaiWksvNdR/M0xi6AkhUIsiKbUW28l7ZdRM1cGrMEJAxImRtFRiiBQRKqVFNQTEowlBEil5aCmlBERyLZh0hBjQOvqcoq3nQMKq+jPRCSSYSeuetVwz7gtZvYR0KMKot9+ri7xZ3oWr8TF9Cy4K+fslU9ToIU2r4HHP93A+o4vCL36y4kcfVW5egRWPkpMfdq7vvrRwUkSLPPfkAR/1jZ/8/cnrbX9XU69qc6KBlgZo7rE4crrUQ56+ncIJfsQBheChd/+u18wPpfJyu2f49e/4zX/7Ayr4BvvAGs077xejX0f+9b/5C37+iz/n6voKU0fB77YD+92e7e4lX37xB7783Ssy0pTz0tdXTGz++cBB0JAIM7bB7ylG4aNn13z2yXNK9VTC8MWWYeslZcsmdMtngARSEP7spz/iv/+3/4bPPn3KOL7mmz98zssvv6aOGaowbNXbNkcYcuXv/mVHn4RcHbj25LrjJ9eRJ5uO66seEeXLr7f88+c7/v6fbwgB/s0qcr3uiBIwBpCKaY+SnQPAmhdtGYuxGQSxgTJHLCQwbSj55KH+kLCwgZgQiUhVYlcwDWgGDQFb9/SrDV3qUPYNXJfI1Q2xFIQUE6qFLj0ha8U0EFIPotiwAh0dvCfehdIwLAZqAKGwiqkRKxlEn2ONhog/C+d+8JB813mXDGkdBSUI1RI1ZzRGxKRVx/QoHbnuMd0SU0LM6FLCMFQLNRjU6ORSFC+rbOWOgxV2WdESeLJZs+lWpFC8xFC0gWHdzK76ZkvgwkD4fuRDb150MTy+XVnO77usgSDCR08Tv/qzxJNU+GoryE6J2XggfvC7NQYmQ0B1AsaFA6DNZFFaOOm2k7uY8ANz29qAiM3fM4NizhhoTDUF6m2JpUULjs7q9fkhBJ483fCzP/8ZIfX8/l9+zc2LV+Tse7aP9fZL8ZANMZhz4n/y9IrrDrZf/44XX3/Dfjuy3Y/st5n9sOdmO5KHFvNoe/FkNEmAFKdQgXjpWmkGzbIDpEzjghi90U9A2G63fP7PX/H6VW2phTNgyJauSUn46U9/xJPVNV/87iv++b/9E3/z7/8Dv/nHz6lDY0Zs6YlND1ebju1QeP7xNX/xyYqPrjqeXbkh0AdHsUus/PyzJ8T4e/7TP+z4r5/v+PRZz7oHSR1me4w1grfRFa4Q7QghUkqHRMckEJ3bYbVaA4kQVoS0oVog55GYAjH1IFDVSyy7apRSoHU5lFCJATQroxlBKrk4QI8QWAchFucsqNXnJcdIjStCFGK8AoUybqn5JVDIxemDMaPvEkWFoM4QOOZMNV9jgLcVNiGXEaW2xSV+TlXMCqqpeRK0PH6PUhhyRkJPCoFajYrzF6hAwSg5o1YZ9t7BKKRCHwWkshsMDRGtlaEIqYdoicG2SBfIQwGDrEq9tTpuy4eqvP5Y4twikzPzcPDlQzkGzimNxyrqC3HQ90NO18RDOl+mqPz8xz1PNyOvvsm8/kaR7Oy9+sDn/UeJDPi/0yePXNDtOzIZD23ijs7XUgoCjbLXMQIWbitQEPpO+OUvf87/9n/+n9k8/4i/+f/8e/7m3/2/+foPrxpDoZ5c42Ei7X9328J/+Jv/QohQcmEYMqVOrZe0GRoBLGKt7NEjIdPDd/R+aOmPalPCY0lRfDByJEDXr1hvnvDq1Qs+/90XfPVNdmIaUc7NeWwhlCTCuN/zT//0D/z61/B3/7//xN/+x/+Fl68HsnrPCPUWd2h11sL1KvKrX/2cH3+0IumeVch0VKJC13VoVTZB+cufPOWLLyu//3LgN5/f8PGTns11TyBRNRJSYyikp+87ckisnvQ8uX5G32+8cVAnrFdXWHVCnqrKfhicbwDnCiglt/kykrhSNhNqHQgygPa83kVGqqcUzKmZNuvEXiuxAVpLKZj0EBKqoxP05EoXKrGvVFuRdcVAppOeREY1Mw5bUt8T8f4OsVZyGQnS2mJZQUKgS4lhGKhaqObgv1z9HgPTiwzRKiEGHCxZvUQTLzdUg0qCpHSpYip0XXKcizhWxSqoZsdWJDfiYuoZ917Z0HeZbOLdNgdzlqy3zBH8qVYhLDfwd0kTXOT7LqdK4tt/roLx7Drxr36a2CTlDy+FMHgTNaEFIR8gDzYG3udL/u4hxgPuwLetFkIXRwNMWPlDNgVCCqRg7PcHcB6t78F63fPLv/hz/u2//WvWVz2711/xL7/+R1692JIHB6Odu/PziOAG8psPEnKBr1/sF+MRkNYqyQ61EtPx1lIfE33woZ/D4txnQY0tFmJCrgOlDnzz4jW/++1rr3CQKR0zUQPjoQtzOt6AMZbC3//DP/DqxdcUzXz9zQu+frGjVCU0+mbv+mhsc2DIhR99smb99COuPv2Esn3FfviaqnuuGnLfRx75+Pqa/+4vgO4G7XvC6jlPP/q0RT42xFWg71YIHam7IgejS5GrzZrYdXRdo+UNiVIyNt6Qc+eAQtuBjez2lVEbF2FKUA0tFbU9IQqmV9zkQhalFicOUjNnBEwDpY5sc/BGP5YRIp6xH4gykgxMO1QiWXo0RSyOmMBYA6N1xOtnfPyjP+Mnv/gLxlL5L3/77xi3n5OCklJHtUInSiAhsSf1ARkritGn3mmvBaSVxZgJ6NTRMTFqQa2QooAFVmnd8AoF7/pgFKvkWqD2dDFhvaGm9F1AFMowOIBRInXwPhrbrGwHZy+8yMNkiRN4yJ52iit4iBHwvkB8F4Pj25HbWJHJ4Tr27t+EG7jrb/c/NyGmwM9+tObZuvDiD5lXv6ushgDVnciHyh+9tPC8TGVv/ttUZ386KSoHaN3sh4t5RUHDGmhrdZz61hp3Xw78AAZEb1+cJFL2ewYdqbtd65IXCMOyMv/+mT2MbzFOmcZ/pPInOAOeqV1+axFqPNQfTqiIN1yfRpXcShyJ/Pb3L9jtdaZ0lnk+FycWQyhedWDG7794wRdfvMTE5mZNwTwtQ2iOIzb3hzAtlDoS+o5V/wlRPkHHPWV/QxRl3YXmgfb8jz/f8Kv/AZJEfvRsw/Pra0J0Tzam0Pj5FTVhHdQZC5OzFapJq3jIXk1B8kcYK1qFXASTFZISKXj9fjKw0dDao3mk5JFRlbE4zd6wz4S4ouqImVILjJpJck0uRjClT0Y0I5hhktC4oqgRUkAks46BXiLDCKMGiqzZl8TNi8yz5x/z/LNf8vn2BUjF2S9Borv9QkE0OlOiGkEiJRZCXGEayHmP4h0uU0xoNaqakzRpoORKzjf0fY8ZaNEGAzX6FDEtaCmk4EaUSSX2gd4UI1BrAjp6Gdi9qA6ofQdj4E8tKvAQ8qFJLqmVH64cO8vnq88ekhJ6qMEmDaukVJ5sEp89E77+aseXnxtlgKSK1bZHy8Oq4f5oxsDyJZoVX/ttmsxDyaFDAAVay1f/NAXoe8+nCzjILggmga7r2Q+VV6+8JEtVPSy6zLHjYdZhP/Ivv/kN/+lv/7/ELvH3f/ef+eL3X1DG3DbsM8GfOy08aYp+SvxP45//eiTnArJzG6JH7B3SUidgWAUrQko91WymIjZOrFfD6/vFSxuvnniuevs6U0a3lBSDqUsi6u1uU6CLkS4Frtcdv/izT/jrv/hL/vxXf46GShcjPUIoBTFFqyvvFB0TUENCx0onSgyCqTf1UTNUK7QQeCR57n9fCGLsy45q0PeJECO1OqlSVsUskjWRUa8qDK1rZR2RLiL0lJypQagWUBFEqxP6DCMS3IBKssIIaFBUVk7GYwMhdOzVc/FjLt5+OVY2XeW6Fzceq1LqSDHhq6++4Ksvv/BeC70QVk8pFV4OI9EKNSmJSnRggK/LtEF1BCCQyKV4Q60UyaPjX1T3BBK0RklOzlQZx4y34zaiJFLsiCmgNnpkRBxnE0QJDAQiakIXzY0qjZQxk6uh0kpe71tv7wn49EOTN83FY42ly9x+P+TwXO9/vnf1prh1vgdwVphAjPDx0xUpRL74xnixVazzvjohCN3U1e8B8kFEBo5vfMrRH6ZVxEvz+iSsVuL5U1G6GOij0y+aeF44RNhsruk3V/z2d9/w6mbk6npNHkdvXcxxAMcMtvvC3//9P7Hf3pC6jj98+QVfffmamh/fvPVg0jzQwnvk+e+UKWUizpD3u89/R4gZHceWQjlEBdxm8FmQVpkQ1LsRfvrJE8Ynha++eE3N7pX3vbDuAutV4KOnGz56tuGjZ095+uSK58+e8slHH/GLn/2Mq1XkZr9DCnQSHAmveKg9rQCDkr3BkAYqSi6F1jWC1KATU2jLMIZSEYOx7jE17z6osRkZSjWw2FFM0AiI0w+jyjjs0OLGhoGnE2Kg5uw9DFTJzRDtYs9Y9xR1w0WTQexJUSiDEroOSVeoGcP4mk3a0CUlhg7VwE4zFjuu1j1VYyuDHKjjnjoqRSOjduzGDqVnXwpdzfRJkKju+dsK0UoSRatg1dtCjkNgKIaQWUcjBEM1e2WFWTMm6tx/o0sdORdMIqrFKaENcg30qUPH7AYPDu6c+SsIFC2cN1FPl9vxm/GnihX4NuWhTY0urIB/fPlO17+1nTsYP//Zc37+k48oFV7t9tRQyVTiKhA7sGLIh0xH7Av69gJ2oJ+Tx8j8uXtjKcFmJXTJPdIQ1GvY22MgRCR0pBi4fvKUEBM5Z2IU1ldrxmG8HdIDMC9OePFqR9HfklLgZjuQx9Zk6B5z4Fx0YDY2xFzptUjBwSt/d0t/6r5IU2TSPpywCBXhyxcD+/F35NHDxkwkTTLNczOyxLkbVp2wJrPWLT/+aMUvP/2YJLBZX7G+vqZbRXqBj6/XPLlec72+JsVAt9rQdT27l19x8/WOvkt0IVFDJNOjoafrnTK4FPVcPAY4Cn4cK2ZK6pOH0DURQ6A2OuUQAgGlqwJEEG/MJCqYFESrW74tHSQxoUWptVIMaivhax2kvOFQ7Cl1RMKKro9o3lJrJIQV1UZIaxIRK0apStaBkgdCvSYQHAgYFWPNPgu7PHp3QVFiSFippOBzahH2uVCqUWpF6RhVUIuMNTM0HIZIYD0OrGJwBs32TlSrjtdAiKEjEBAKatXnxtRZJmMgJKFkBxlK9OcdYyRIwKpzLDhTdutrEQKqSskjJo4XybWRVE5r7eKZfqtyH2Xxfd+567gPuQPiD1m+W0PYK40++aTnf/e//yv2X3/O73/zmkp1vViNzSp5LxTmGvo3yoONgXe92SNe7hbyP7j+BuZgvhitlfJZY+vzMHUMzYtVPYQ9zCB27XzCZn3NZrNhdbViNwyMQ6aLiRRT6y1//j7MoBS4uXHjobSuf4ca/Lu/e3QeWcQDZHopbUY03u9v3Wco2OIYPKQsizmV5uU3I2FiVxz2hSiw7pxoKEYhJqFLwrrzevpNLzzdJDb9iutNYrOCdd9zdXVNDIVVf0VaPyd2EdFMMOgkEQkOaDMhSnTWxJQgRSTAzfaGGhTpBM3Cqg/ez6Aahoe01WoDrgf3YulIXSJKYooOhRWIVVINjBNJU6moKrlkrCpWxBVtjIxlROvIftgTU8LEqFodR6F1JjAy8zK+iJciqim1eJQkZ2cORAUN5lUgpSJSvMcCHWM1tmVLDD2p0TBXVaQW1l3njIMoORvVOk9xIXRdARV6g5CckGlnwliUUaHLwrp4d8VV5ytusw6kkOhD5ymXKGCJQASp1FIgGojQxxUAfb8Cqez3W9Q6UuzbujBUvYGSmXct7PqOUStjKW/kGLjLA7pEBd6PfCjG16UM8eFyQIOdxp0f+P1Hz7HryJ/9+Dk/2US+/LrwVS1crRL0ClZ4+mSFhszNS2P76gOJDMxe/yIJPuXEBc97TPgGaWA2E9+AuxiJsTUuDu7FpnCYbMWwMgJKSl5/HQRnKSyVMla6dYdq9ZrxM1vWtLmJhOYRTSC16TrH37rvwR36DiySBa1ZkLlNc48c8vrI4VhdGALS/iDmZYbTvUrw0HGMQoqeTtmshKsueC47BGKK9F10FsQ+kkIkWuSqg00fia0OQ2IlhOQetyhWC6GMJIuoVap0oJF1CHSrNSn1GO6tqwm5GEPdM5aCyp7YOjUJcZ5Xbbz77s2C4aC6OhbyuCWGSJTgBkjx7pSlMfwFc6uqaPZa+6KU4rOUh4IzTnovgZK9EiRKZCgNNKgOxiu1Ar6+ajTvAVE8f+52gKP7qwrUiKgiYU9h9LRKNUptXRnxjo5a3WDtxKmWS65UDdQaGia2kqSyjsZV530LSgG0Z6zGvhpZArX4OV6NW667QKpKHzKymtJiAaGSQkDCipICSgbzagNfMooEpUtGrcWrRXKii4EiSuz7ecN3hkRvfjRVf9xenZc0wPdBLsr7jynfzdwbRorG7puv+Xf/jy+wUnnxyreY/kr42S9/zub6ObvxC2p6SbHhQed9b8bAYRHeLmo8rM+JLc8VmgRny5MgEGQOcZm5Eo3JedqDQAxCSkInASS5J4R5HjkkUkoYBQk9pYy8fvWaWmHdJW8f6yPh1PueC/sa/6rzzB/Ql2cJes7l8vDIRpCJl545OhCJZPMQ+emCacH+44jCPE8wcQ0F/OcUoUvGOgVWfWDTCzFVYgddH+ljZJU6Nl3gKklDlgspeUvgGDsMJbWSuRgM0+qkTDiS3ImPBpAVWgRCZtjvGa0Q+g2blNgPBSTTdYZIoU9riipFR5BIUfdENY/U4gQ+gtPpOrFOox0uU2PlPYFAVaULHm5PtSdGgdg1joSKYZTqqPvUCHUsVmo18rhFJFKKgERCqGh1T9+opORkPd422bn9zdQbOiVPOVWDriaseutks4DWimnG6QRHb5Gc3fDINqDqEawYkvcxIJBiYFR17EAFNNB1gT4E1p3RizLmlqrRzCZ5tYdh1InAJj3htSoMmRSEPlf6BE/6SJ9GBi10Mc3PrusS6n2bvLRWKwL0KWFmrPoO1UwkUFrkS1UppTCqMGabIwNn1/17SHFd5NuT92kIXIyKx8jjogHvWlofxLjuA6EUXr40iELoIl0QPv74ml/+7Bc8vfqE3fARf1h/zj/sPn/QeR+eJrjXrXX0ogMbmNLkHEInxxGCqQQutPz1xMI2NeMJ4sh4MW25TQdqhfZlw8CcDjaFRAje5CYkwaggge1uoKpzt3szl/OIzdNOYl6H37r+eSdetOVRXUmen4cQjNRF75rYyA5M3IOPEhExxtFmQhdrQILYIiNBhJiga42T+k7oukAUP1+fEps+crUS1j2sUk/fJYIYZgWCEqIzzKUAQQ2rlRQSiofVhYhWV4ASjZAMZEWNiSG3rV4qKERTb/krmZw9H67Bu/8JHVQj50pK0KVE7pVshbHsEemdPz8I7qFmjD0xBGICRKla0KqoRKK4lyzJDYbUdR65SCu6TolpRS3qofwKybscocEwq9SaQbw00UGG3mMAIIWIoOiQm5EZKTgTYBmVGL3enxAhBkq9geCRjFozWCUlf3Ylu8JXqw34CLSukKUOrTQyUmtjUgzgDYz8nZAU6VKPWmZfIjdDA1hKT5LApts6aVAAMWFXlVzBLHKzL4QcWHWB3VBZdwGtSpI91+tAF4VaCl1yzA0qiERW3ZpSfG6q7pyES7zKwkwQ8zRWHgpj8T4eJrfX+SUqcJGLvKs0B9YeZzwsv27gad5esKpkAdSjxIbx+tUN/+Fv/oY6Kqurjp/+4if8m//+3z7o9I+IDBxCijApzknRH2yjeR+ZitqbCK5op+97RZWXwQl2gLkHmf+mxSCFVjvvNe8ScQS0MofGG26OGI2uixgwDNlhajmzH0fkTC70LvBOTLC6SsQgjEOhlIpqQMXr7W/PipFC4OnzawfCaWlMgkaUyLpbA3Bzc8P4ej9djJSEp5s115ue9Sqx2kT6qHQp0KdI33VQlBgCXRdZ90aiIhXPFddMKV4rrig5V4K6MTUWZxy8qSP9yolsggVqLaQYSbFDNULsGVXJtVCLEhJ0KVDUQX6CekvikEmrdVMklVErOQsyVELc06UBDZ67D1LoY4+sOmIQQvBWxilBTIJaIImD16q5oRSld7xI8vx410XXzxJIdaQLPWMBrdUXvqnTLRukGKkmpBgpVolBvO5eA5iCZug7ShnJOSDSURsvSM1KrUYI2sCKPSoVkYTVjiBKqd4FUKJQjcZ86OkfMSMFT6mUWqlaKdYaCkVXomaVECMhKDUbXfDmQsUKFiNjjiT8PEKgF9oYW9fBzt+Zal5gO5ow7hUkYqZstbBJgT4YfSxewhkgRafb1lZvbDq6ER47Ugg4tbS2jodGLkZRmGt3OUT1lviZi2Hwx5NzHvvc0+UNwMK7vn+R9yFvhxl48HNpeicKPH/W8/QaGEcm2r3cGOrqYKyDcvVszfNPP+Jf/eu/hvqw8TweQLjQqcee9XFe3eTAAehdBM0VqXokwEuiaNjBaUK8NjJEr580M2ptYdxQGxmKt3ENIbV2xUJMia7v6bqO1XrFbjcyjl56tb3Ze0vaeej3gKPMr2+mjPuMVc8Z69QwwJZQvuPzxCh8+unHPHv+zLvR1T2Cl3r1XWS9SnThM/avX0AthJDou8DHT5/w/Mk161Xn3n0ojhdQoWbQUlozGgWGhoVQtO49zFv8PiUGVn1HGWHIhSo9GiMaBI0rogjDOJBSh4bEvgZQwXRkyBlTN3hCTeSxEFNLH1hwBHtUQg2MdUS1EGpHSj0QiT3EmomxcyUqRqFQVYix95B/jE6Na+pe+4QTqdU92fYyadlTWZNi9eMaGLbU7BUAi6jKsBso1ZvsTJUfMbrBmaJjT6xC30X67poxB2AEArt9hqiYJqBg5uA5LUIp3j3QFLpuRa3Qdc5KmIuSokepxlwIIi014g1+UhBK8XI9KR6lkhAQVUxHT2lhrFeJIIFSFVHPATqrpLCvhUAPElmtvOwjxohVRShISOxrdWNXhd2g7AqsoveC6IKQQiVGJYk3lEoY0QJitY3ZI3OO2fH0wVBotMgHzMv0Xlzk8fIuXQwv8kOUt48ITF/vAvzyxx/zk896/uXX/0I18QquFPnkk09AKh999JSr6w3r2LP96jVf/e7LB13mwcZAgJkRb6LLvUUW1Ch2aah6mwwHc6W43Fys4QZmwyLInGv3/HtAooc/nGfAw+dBvAFPionYJWLq6PuOVb+i7zes+mtKObTmq8W8ZnuaTe73blTNFXGZjpeDAuL2iz2dMQRH7X90FUnifQZS8DC+MNKlxCoF4pOPkZrpu55VF9mkxHq9JiaPaBAcHV5rIKvXiocA41ApJlQNmCgm0UvgrFDz4PUZGqhAkQ6NgbEWkMhurFj1tsBVw9z1UcRD76UaEj00XsoAeCSCpKTomf6OFfv96LS9ooQUMG1c+TUiXU8IPTEmAoGu74h95yA8U4J0FDPKOM7rJXSJftUhBEoNpOjebgwCqlQaHa8EinokRCRRaySrR2xKLUjqkUhLqQRv5KPV2RPHShSvu9dsRISslRQEK1DxygFVV7hRFFoJX98FSqnEGCi1IiEQxRCFFFcE6zAqEhLDsCO1NRySG79OkGWkPhAD1Oq9ALA147hrKRmjx+hCpNSImqdOHFtRSWKoRoKBVq8OmQzUYgULgaqRooFtsdYISdFSWodKpY9w1RU+e7pi0yesKBJaMM6MoiP7DPt8KNS5a8u6KLYPU94Xs91F3kYmbf0wpr+lPPS5GK4vexFefv4HwuuO3a6QTZBnEbHC/vWOPA5sv35JrZX9LlOKshse1pzg4WkCm4BFzB5yQwEshsvk6rsabZGTSWEucQM6f4u5bl7V8+OqkKvRCwSJDiSMQgwTD0GHSESCh5JTCsTUOYhQzWurY8BoVQRHrIPnwX/Hm9y5ByQzHkIWEQK/H9/8b775mm3MPLlacb3Z0CdmPn8zg1pZxchm07Hqo6PBtVKHgZrBS+ymsDSUIqgWVAslG0M1b8MsSp88bG6hYBGGsaIFhlIoKl4jT/XzZQ9n11yIuXj7W/F6x9o8zGjeAVLJxLhC8fbC0CHJGfxScvwDGBYSKm7g9CkhwXECMfSukFPn99Nq/PfDnjFXkuDeakr0q54UI1rEQ9qhEsOKvltjtaCm5CG3qIgvlKrKLhdKLa54JRJTpFtFoFJLBq1Yqc0+FYZxz7AfnaSoZkoevC0xEcUNg1ohECBUYhR09FTExG4paOMSAGmgkL6PeNmr0YU1ZoWpEVQMEK0w0WMblb1lirrR5VgKAx1ZpY7A6GyRRdBAAy8a2qooMKFr+JdclVyNXCvVlFyMqgFVj1wUNcbRP1f1xfrJdTPwyKyTkAIYjXjJvKvhfpxnevniXuQt5WI4/SnJ7TT0e5N22i4YH10nrlcwDoNj2QLsc2aohe3NnpgiEhQxKDXSSaTv3zMdsW9xh0B709/zYBs0Yk4JTPz/8/QIh5yWTFwCNMDeAXQgAS/zmyhaWzTCoWhe204IxK5vN1kQaaHg3rnYRYTYwgynwMGH1EifiwKc3vMhzuH3kEfjD79/TdkNfPrJNfpR4fpqRZfESV+A1PV0KbnBU41RDa2KWCZ2HSEIglJ1ZBzB6Mh5pOpAzgGlpzZOhZydna9qoVRlHKrXxZtTLCvqoEcrjrdQw8QZGaKJp5FMkNi74mqUwzFtkOAKSFVIKdAaOGAqSIqELiIEurQidoHUR7xiIbHuN17X34gVUkotv+9gxi4F+uCRndQlxzjEppxESTF69KHvsJIZJZHzQK2FWo0CWPToQZBKjD1dd0VaiadMLFJ1pKinmNSKp51SaEBDbakKI4WEIcSuI1NQHeii8xvUIJ4SSCtCdA/dtJKDp26gkjonAApU+uQlgVPTrCiRREGCkLNzIsTqhqpSiYjjNwSEitaRUoSiofWR8LWvpSLiZZ1DMcZs3OyNfVaGbOQCuRi5wpidL6OqkNUaFbVLrsIv9oEfPVuDFQoFU8ej5LGy3cMuN1yOKGYcW7wX+SDkbahrL/Jty1uG/3kYZmAyM55eRT79JLFJmSAdqyIMWVupWSSqIApSA3lQQinuZD7wPX5418LpfqVBFlok/hBAPwxdFgpz+cPElie0/gKt/FrC4VjHDfjtN4gAFRwZL4FaIzE42C0THTg3Fiz7RWPXMQwDXZcIMpwNe95GORzLkXHQ7BG3dg7W36mJUU14vTf2OfNi94Ivv37Js+sVz65XXF9t2Gx6NlFQMQZVqhlj8XOuO2HTQZIOMaPveqKsyKVQLKG5HkrBKFStSFxRTBlKwzVIpJoDKxE3gsSaIRKszYN6GDlMVRq9P0jzjnYp9agmJBoxTg8lE0KE4EpbOyGFyLpPhOQMhKELpBhZRTd2qkG10qIPQuoghp5gnmsXAhK9Hl7V10WM3nAzRiccgkhIHYnqAJKSvcmOGRCJQekSxLRx89g89+7sikqMBuL3WTPEvkMo5FJY07tlLYNf1wyRDBQHHGJ0KREEUqwoAa0eTeksornRZQdBJJHHEa2t9FC9S1TXVVLIQKK2UFrXyjprUKJGj3SZl1iOJTBWJ2Yq2ajFyKae3tDCOBr7ArsRtoO6EaCOGajNqNb2ojrkZEGlLbAvbjwWdQ6HWuNs1m8H4+utsstHIb9Lzvt7Ihc64j+2HMWJ3/1sp6y2Al00nvUR3Y6MVLouIgVk63TtIjjCONMcPoj4pmDvu1HRnP7HN55g0+/WCgGad48cWga2X5c/TKx8QcQdzsaWF3CynxCFIEpVqApjNmISNwRUEduTSvRSquh59i5FxjDy6uULPvr4I7oUefbsCb///c0Rterp/RwN70Sml0qpc5Rj+sZMAczhwZk5l8FYhPLauLlRvvx6x/Vm4On1DR897Rifb3h2vaFfb5CQyLkQohE10FdlryPrDggrVDIpJjpb+TUaUY5iiESGUnyO6jSmRJBIldLy/0YgNR4HWnXG6KWM0VMXXYqUWlA1Ylh5uD1EnPw2IbEioRIihBiQ2NP1a9ZdIqZI6hOp6+i6RAzOErnqXPll9R4BwUtDmKmPQ0RJmDSeAYHUBQiRyGoOs2ORXMdG2CQESXQpQRkIksBGrFSq7RGJUIsrLYFa1KMcEUouiEWkFhIwVCGESNf3lFE8704lJvMogO2ATJSARSOGgllPUUNtR4wBw7zCpBpKcEOnxc6CKrWMUwEAu5IZNWDRyw6xSK2tNNGUkmHMmf2g7MbAbvL0szEUGAtktZYWgGzOJtl4pVscImDia5D5NdQ5kudYXTf45gqNsKZWoVK5GQe+3noayqNfUwLwolgucpGHye22xQ+RhzT8igIfd4HrIRO3zq1j0aAqfXVdWqfUvIJFj6x7N17z8sMHyMMxA80ScK/f8Oa14kCnFvb3m2sHix288um7TKmCw83LIR08h+Fjaz6k6nnfOhohueGgBlJtyh54qZspRZWgcPP6hs1mw6cfP+WL5y/56qtdy9lP417ez0m8oCn5CVglOOJ6Hl/jQ5jGTrv+4SEa0ualmFGLsHtlvLjJfP0y8/VXOz562vPkyYbN1YquS6w3Hau0ZjsWkMJ2PHQI7KQB44JSJdN1gaw4q13JDPuxeagFiStq6y9sZg5wEyEkcy4CVV+uFmbvHBvoYkBShxYH10nIJDYQBZENIdlcsikSCOZxJwkObBQdnBVQ/e5rLc4lkPB0kAVq9VI9z5MXJDpqPRrEuAYiIhHTQC3a1kulWqBSsKrUUqGCViVIoeqAF95pM3xGX48SyXlsuXYHY1oZERtbO6QGRg0RKwVLlRAVzCMHUkGCe801d5h6OaC0Cj9hRKNAFcaqINmflwMDPCXSJQY1xlK5GZSxRsQM04FaYbf3/HzJ5m2PizEUY6hKNjzk38oBlUAxndegSWicHo2Z0xqm4GQtypGx4H/rYnTOC9wQEfzZvNopL/dGmY2Ai/wpydv0R7jIUgSIb/3tN1XrbICPq3CddW5R79w7HBwg8/R6beleT+46sL3aewYQzrQBU4hgjusfexBHt9VwAdNfpij7pHBROYDDxM0LCNTipVYxiDeGCf794GUFHga1KVUSiCm59xpcCxUtXG82/NVf/YJ+83u++eaGPFa3qObR+LklBPo+0HVejrl7NVIy0Nr1ItJY2WhTfHuz9E3Y/2Lz9stMYrRXYXxtvN4af3g1sukz11fw5Drx8bMr8rOndCm2fLKCKaso9EmIVijj6LXwSUCVYEZix1Xn4fVsTgikLQSs2u5OBKnWUOcg0oF5WWeIQowFK5EUeip7go1QWyMgCiFuCJ3zEnShEfTE5HiOsYJ4F0FV9QqKkMh1xBtLdUhwgiMzB+il5LTDMVQiEbHUsCMVqvrz067ZaSMgSCmUMjJmw7RgBdA9xpYiAbPe+yRYRmIgW3aOCcXvQQyjuoGm5h0BVahjgbInSHFPWZRoMJKcMdAEre35RkGigXpqI2tlyA2oGYxaR8Z9JWdr5YeFfa4MozKOUGtBq/dlGDIMxUP+WUHNKFjjL/B1qdN7I8KSkNrfw+OG1NpeqKUh4F8Nvv7m1y/4mrDYjolerJpHXu+MV8OE+LkABb6P8tAGR485/iJvI6fvj/AQXMA5URxE/0lIPK1GhzTl7tGB2gD3EY74dsCVo+D7yxlS4LPyCMyAl9gJjmifIIMypQimLeo037HM2csCNIjRaObnDnrWDqjOrkJKAUl+LQlhvtkorVZdjBCNkLziIIg67W7w0POPfvIRzz59zs12YL/bo8XBharQdd4Uh2h8/PFHPH/+jNfbLf/+//U3/PbXX3uUIAgSQfPUW6ClRB46ae2e/aGIU74Oxs1gfLNVVi+UL78sPL/e8fRZx+aqY92vHBkfe8wyYcyoBnKu1HGP1kZCFIzrfkWUSJXIrpEq5REsV7BdC9N3xNCTgUomxOoleGJYdSa6rILZiFlHYoOFoVmWe4IJfZBWslYQeiR2BOkIUgkhEiy6AdFK6UIQUghuK4tz6VuEmgfqkJz8qD27Di+Dk66DUlvu22hhAI8K5BHNI0TDQitSNfVUQ6iNPCdRtTDmQhmLMz9GRVDyuMeqIdJ5xUR2ZkFhJFHpgpfujUMjIEpOzhQE53NAKFopWdmPIy+3e8axkEfvmbAfM7u90wtPXv1YHNw3pammtuKlpb9aL0UmwO0Bi9JAuOc2jkU+f/lunX/vDr9bC+l5ZYNzRxAjtW7ZjpVvdm6YHOIIP0w5997+kO93krtaIb/p+IvB8LZyPmXw0I6SrUUOAfg4BT4VWNUWB7UWrV6cvpqnEryE36vytKnkekIidp88imfgWBZa8SipPoUl28dNGcbGD+AYA21f9xNMHQJDkEY57KcuChRXGoJhMRJmmLM6oK4qmjNKBzJi9ISwclreCs/XT3h+/YyYhNWqo+9XdKlns1kjnSBJuF5fc9U/5ZtXr/n1f/k1v/vN1+49BiPOUYHz8pAQ27wImiWhGGMVcjWGwfjmZmD9TeZqA8+vE0+frXj+9Cl97zX9VBjHEWNkvY4E6dukQVEn55Fa6EWIKXpPem1hpNYoKag0b9ExAkgiVyfHFyuuuC2Sy55uYiuUAiFS69gmoPc20WwgZiR1RDZ0rZwlBAGpnueXSNFKDF56WMwaF0JlHDIxrql1h2rE1OjaCi4FT21Ep6PWWtFaqToSRVh11w0kKQQdUZxyuOYyr74UAgmvNlBVZ7I0JaSKZXW8S/CIklUhERnHkf2YGcc9AWOomTIUxtEJrMahsh2N1ztlO3pYvxRX/kMxRnNLvZpHkmaDt70LU15LOXjrQmhpN+8g8WAj840HnlgNbQ2qOXOimVFCpppwsxde7Xzc90UFjqITDx3nBygq3AY4X+Qi7yjHb294p7U1pcCfxsBnQVirl1Fri8H3BkkiGaXgvVqKuXPtVoSgKBY9YvBQzrCHRwZsqnG/feal/vP86eLzdriaLiwUaUC4Q9tdm8KkTdmH4B34DDAViukcFpn4/xOGVXW2u+K5XUXIdfC0hr5ivdqwfnLF9fMnBAs8WXVcba5Y9SsseT14Z8B+y3jzgrzfzyFaU6M2joBTboGHzNfcdEkWXp9MJp1ndkZz0OFQ4NVOefFq5MnXhadP9lw/6elXkT4luk7oYySGzgl5qjKIAMGZ+QRW4llx6ztn0Ys9xZSSM6ahzW2GkJzYpjEbijr9cQg9IorEipYOsQ4aVa3W5EC/uKVaZi3Xjo6wgcTac/5Mxk5jOwweGo/DCJ2TC02idYfWwD7v6GJkHAdvJKSBYIloHRIUk+olcnHFqmt57y5RtYOS0IaBiCmSiyBdRMOIWKbkjFYh4BUSUzSglpFaMqY7L6u72bHfjmyHHTe7yjA0zz57OH8cPbe/rzCqunfP5O1Lwy4cTHVpnn4j7vbPG27FUyBuGB4nlRZG9PHbxVx909ZNe3u4vSJvfzZ9wyM3gaKeutFivLqpfPlCudkvowjL0XDr88lQP2Eb/97INO7vczJkWeVxrr8KHDslDwGpXeTdpRXmcii+nxzXSUfe/cb4LnHYD9ZifCqBJ8Ud5wGbowWi4CwybQ8KraAqQsGQDuIqENfe4M/qw8b/Fl0L54z4UXpg3tImQ2De+JhrlqfKA5mioMbh9mXqlucn0EaYkpI4KQxNwQYjiZAUCpkiQogO4loFcX7+PqIa6NKaKkIoPU8UqJXdsKdb9dRdpZZK30cGMYzIy5df8erV9nB/Nv3Uqscf8B49NBR0ujAq7lnmUbjJ8M22svn6hvUmcL2JPH/a8/GTFTlWEh4qGrJbgCKVLjjwLnaCaMFqJqaekls3RYxqAzG11sc9BBK1uqKx2KGyQ6RHtSdQCAoli5fvmRAtUfJI6oUQO6oK+30lWiWmiop/LkWpYU+W7Kh1cT4BIXlDp5DAEqON1KwknJtA0ohJ7yBRa+FsVsSu0MfAWjpS6CFUjNFpqGPAams9HDMBpxUec6aMI8N+x7jfo2aMuy3b3Q2vt3u2+8I4Vrbbym5X2Y+wy8p+9JB5rTA2Y1CtKX+Z1sPRE2f5TviTbWu4pdYaQGZeS9NLYPNXJldV5pVxdA1xoCDzxr947xrTpi0M7ePRtegbyjgUvnixYyiQR/h6q/y3L5XX2VMThxHes35/ILrk+2jITLJkRH2scj9nGFzSAe9H5Ch+PofN2/x6ufT81xM9YdMrLUYEPonCc4zUnKuKA4olQImQkxCSUAOQhLQK1IgX20ewKFgyZzjPDxv/o42Bw9K7nROZ/3owiA6Uw+1mD/ffvOXpKwV04W54bt+w0ajifxOYwYRYcLxABFHvhmchNLS1UxV3q5712nsWVK0giZpHdjcvCXijFq0dFpQxCy9evWY3eoMjFQ8nmzFjJOTsPZ+ZIzv/or7xpWtplGLmrXer8mo0Xm6N7c7YbTPPrwNPrrwbnYp77oGmbJM54U4evV5fMjF6YLrvV2hdezhfDLGMSOR1ya0s0VMFmg2TAeuELEbUDaVG+ujz0sUEauRhS5CIUBljIeH17qlbUVUbK+QKtamFY0eMrapBC0E6kiRCFLCBlBKhegy3MlJrInUrohnrFJ0GmAxVyOOeajuk9QEoQ2XYDYzja/b7G/a7ke2rPa9f3XCzv2EYKrt9ZbdXbvaVfW7o/QK5QDEoeElfbQr3ONA+Gb5w5/Of1vfJ3nxclnp4zgJzy+L5GnY4/yIQwOGo6WQPze1PL2IgZ/iXbwqvt16SWhRe7ODrracI3qRSfkjq4q7ox/dJjgjRpsjjGeV+H2jwYgS8P1kUm+OKfzIMTv9txy/nXoRoHikWlGdReBqEqEqNoEFctwXFVoL0gRwhdG4kSAxOZBaik+2pEgmkYF7p9cDH/Chj4Cj0Dcz1gLPTLG2/krYNuU99bqeZt9umcKdd1ObjJxY2/8zRkm41xYQ3YQmQWsmhs/e5sjEzNusVT65XrFY9Ka6ADsOZ3Hb7HSl67r3WhKDkIGSUqg2tbWHhtOlhd36kZ/TYF87tIb9eadcvozfFebWFrzaBZxt4epW5uupZ9YlVimgMbPeFEDpqdWKcUCrrtTcpCljr/+DtdasKeRhJ0dkCpa6IsSPGigUhW0SJxGQIBSNgoffHFCKYe+cmQhX30BM+9k0XmVpRq/n5zBJaGgmStoCYFfpgOA8/XlpIZb3u0dCs4jFTbUu2gWFf2G2V3fgNpQ6MQ2bYDdy82vLqJnOzzdzsM6/3hXFQxlEYSmVs3fiyGrU28F4j6/ERO9GQmRyw++1RBzv8ci8Oxw4/KMwdFY8sYzwUOK3rKea0PMnkoQsHQ8K4fW2bXYk3DciBtzuFz18Wvo4BK17CuCvGUMMiOOkjPHebPxS18UO5j4t8aLJ8FyfFv1xtt1fezGVj3mwtReNZF/hsJVwF74SbukAW7x0TCU7Ql2yOVmoLu6sKtSoT/TlBvRoqCNv8nksL5+Dkwns5igTI8lg5iXUewytmcCHWoFPtKDn8PYiT5YRWSxnFLaAorotSFNYpIF1AYiRK8lrq1NGtE6mPpFUg9ULXCzEZVQckJO9frwkjoHhdfBCHeVu143DPlKehlUFKOFRIfBu5uIYDsFYv6rllJSOUsbLNxqsbYdMVrteFZ08i15vIk7WT/4gVn//o480108eAaCGoswdigol39nsavZNgDJk+QdUIoUdLoKgj6qNkEkKyxKbTpl8SapUUgxP+KKTk7XpXcYNIJNfq3RDziHSGxuRVIQFMM30qSDWqdYzjwFgzUSplACzwOg/k3Y5huOFmGHjxzZaXrzM32z1DrtwMlf1e2e0LY4FddeKcrK3utv2nPqUN+zDN88JIncL/YQrpTypRj9T49LX5mbewl+v1Q7psboslzOWl0+8T6dbhlMsXx70KmdJS3GUITC9cOH7NlscwGePifSkwXmVjaIyPJsY4nbsZFnfE+e6U75ti/b6N96EyOWl3tTd+n9d53+f8YcmkdBuT3htkms8uwJM+8Ol14GqlrHpX8ipQxDCBkJLTh4NHg9WrBiQ4q21F2u+QTBh2znOTgZevHzb6RxsDs9VziG62AIEudg89ihic8hDYHO5sXdJOo++C098G5xFw/eEWT9cFxxFECDHNBDIpJkLq6bvEpu9JqSeFNYIQLLOKK8C572PsSeJ59ypGlzxcPORCKXq0eS9bKoXgTE9LY8iWY25/enfmtuMt3j3nCBKdga7ArsCrvfHNtvBkVXlyVbi+Dqw3zUuPiT51VA3sa6HmQiDRVyHGSojGJgpdaPz9JsSwYpRANkhBCTFw1fWspbKKe7pQ6MPakeeTkVTdwx+0kAP0fXRL1iK1GpWChIhJgZJREQYMq5mtjeRhz36f2Y17yrhn3O8Zh0LOxs125GZX2W4Lu6FyM6oD+rKR1SjmIW5VaxayoK0PhEceDpEpmfm0TwxYW/jnC4Xuxxw91KNlOinoOWuFHQUCheWmeS5dNOFnjkO8h7EtLZXDuG3i8T497cmSO33nEsq6S2xWXqkxDJVSptV926Swk3+Paccv3IQX+WHKu3ExePO3uwyBI6I6cf6ViPE0CD/q4VmopN7QlXfNzdlQK6Quso5GtepU72Ojb0/qhHwS2W2VVzuby5aH0aiN9l71YffxCNKhsNSB/tnxryd3fnzMIcJuR4fMEVMO256XXBlBwaQiIoTeaynF48kIgVoKKkJB0c7opyS/OMd9COrd84JzvqeYEHOEpQRvXoNOOmDaGVvORwKtGG6WEMQZ6WyKHuhRimTK+rwXH8QmVGqrp5+izeLeqlpgMBgH2I7KNzvl6ka4Wheu1omrtXG9VvrkyqxaRIIwZmNDoENY9SuiVtAM7BFdoepUllBZpURPIdYRZaCGyDh6pztjT9d1YInYd4y5ECOIVecTqN7oB0bEBLNIzntUK8MwMO537PeF7ZB5dVPYjUoeKmPW1pBHGIoyVqNYIJvnxyaeCkMcPHfEN214xcCRfw5II6larL0T3Tt7/vga00m5n6QHjvXvTPh7b/PSo6oS8WcoIv5OzeM5pOBgau8tt96Z+Vdxr+BW3dDChpjGF3CD+elV4PmVRwW+UeVmZ/P1zsnppxcD4MOVhwCXH4phujASujwcDA4Hg/ohTIS+Rwm+D8QAoTq/TjKn3i/tmD45IZ5YJcXIMBrDKIzZq9C2g4JVT/mVRlgmHk0OJoc95wHyuEZFRx7BgSJ1Sh+cu6Ytf7hjUEe+djuZiDk6HShqUBsLnBlRIY+FFKY8QvC6SlPKODBGD6t0KSIpEJKT7wTaeVGwSM61hXLFSY6AJE7V25jmF/d6wEp4E99JCU2LYMJRHOIF7/ISeTmZIhaaV9s+b0aZG1I+hmrCmIV9gVdbZdVlNqvCk3Vg08PVlZfjpbDyOcPzUfuhEAMgHVoK27FSuwgROq2EWjAdvGSl9S/ICkQhxMhYMmKVUgq5kfSIFvI4tJbFyjhWxlEZRyNnZbuv7Iuz8+0bDW+pXjqqdSrVm9o+ey7Ng9xT/n6xXprCXCrECX9iC4PgEI0PB++/Ndw6re5fPjEn2lpc9PQA4JQhEDl26sO0vmAupZUwXfmAVVi+BdOycb6Q84p6Xmv3vFfzwA1ShI+fR3701Jsdvb6pnjY5MpmOT3Q0F0tj6b7LXeSDlLuIhx7DXPinYBScK9W8/76XL+DD5sdsetMiQYwUhX4VUKnkClIC+9GoWTy12yqcbnbGbjT2o5KrJxTVDlHLqRtwlMX+qOf3j3PyCACh3PrxOEQ++cXuzT74XHDEXeAAukPo1LvaQc1GFEGSGwxRgpMUxYCKMzOVCl2XUKJ3c6tCrQEjOjUuSi2GSSCbtw4W83aQaoCpN/aRmQduFmvhFidFOpRITpu/zuM+vreHh52Od3Wb/k8g3IFcEwtuMLQNv5iD4oZqbAfj5U1h0wtPtpWrq8LVqiCrzjsSBsFKa3RVKt6SGKSMRDPnG9AIXYdKYDfesFejSz21ljkXvhtG9+ZHpWSljJVhrAxZycUYsndnzNnL9IZGkFEbYr96FyUmY8u94raOZqO2hfyX4NXFSjry1gVOl/8Br3fbi54MhQnQOvFknM74HCa36aocvtw8eLGpY6dNHzOxdlq7hqdXpvvw8Xh3zuPYwvx3k1uYgWnsZ4v9TycEMH/chKpIEfKo7Ad/Hoc7P3+a6W8/fDVwkUlOFeIkj/OUHy+PNTruimC8i/HydtivZfXAm88rk2OCkkR4uoY+KvvRePkShlfKNhu7sWAKqaU+C15VF0JzKhqg3nWEl+KLHqqhfPt4OMH4w9MEnHoKYfnLyY9LWOBhd5KTbWcJpprIFCbvyW+mNZYRCK0RjH8PJHpfAWnczBIiMUXias16fc319YqrdceqvyKmgISREIQ+9RAj2jZbMafrLVpYb57w0WfXfPNqIFRamiAe3c8EoAzRIDhXtBaQ2nyrBy/AxVzMP9b2Q1OG5kBClTmXMc/pPB+zcppeBJ9lb3gT2Bd4vVfWr42rtfJkVbjeCOu1d34EbxAUo2Ey0ofEmAdyy2nd7BOlGLlkch6oVSlVKRVKgSErYzHG0ZH6RYWx5fNVW1WJ0YwHnYd8CE4fMBlMzX4m8KQs7hc7moKjtRO8P8JhHg7ervNcWAuXH4yLGQg7rTURN+oWT2ey+CYFf/CNb5MFAQsyocUNztmkZioKyFzu4/wAHvlpKSdbbBx3ef1nDJ6lTBU5E8GVmVGLMnxTefXSeFVgu2vH3IoH3LrUyV1e5EORxyi7c9iU+75/l0HwbcmHRob0OEPixDt+w1fNJrI9j9h1AYJCVuHLrfFa64JkzLVC3wnXV4GYAl3sEDyqHfsVVSt5N5JLYRyVMkIt094beO90xD6k6cQLrQyzhzVfc95ol77FbStuZhtsNy4cNnlTDl74fCkHKYYQ5k09hEhKHanr2Fyv2Kyvudo8ZbPp6FIghkAIBlYxi67gJXvHvBCw6OVvqVvx9Jnwr//6r7jZVn7/25dOyMPEqNiiFHgjBUFZrSJdl9jvMmN9A1nLkRgcpRkOnqa1v7nTFxANaCgnC+wQH57IaGBpueuMOK8qqApjFV6PxjehsO4jmxVsVrDqM32KdBGGEaIJVauH7qtRytA8/OoGgDrYUvEoRNWJTppWmndQm5zppjc//2lV2OGWDq764dfJJ7ej9XFQdEfriekFkMM5Ft85TN/kOcBk0Z/o7smfP0l/yaxk73y/TkMT8wkO78HsR9jCrJCpTOhoiPMvEwuhyJTnf1iP8inGhAplr9ygvGrP9k20qRcD4MOVow6Vb2EUPPYa36a87TXedg7edM5HfsP/ecMtnFaeeel1c35UsGgUYNTD3iktuth1Quq9386q7+n7q4ZfGxAxqgZkvUKqA7W1FrROu6Ye7Sv3yaNbGPvPJyZQ2+zmUOqt+TwfcoJpQ17SEvsthHY9AcJUUdDq5VEPuyoVUwEVuuhkC1oq47in6p51t6Lv1nSk5nUGNEZCUSd5MPf8qwp0I/1K+POf/zljVl6+/lu2L5SpBl4ksFwnVoVxW8lBMX2MIbCcUJjbS4HHc6GF/oEJxnbGnjK0AdCmqIUxsdEdnX7RcrmoLxyPFlRWHVytjHWn3hM7e+ldwevyS8VTLer8DCbWIg/NA55R8QeNPoWlPKJz95zYrR9YrKtp+O1cC+/ce1h4kyo3Jpbd+hYe+5lLH69aORAJmachJqDmdL0DXwazwTXpejl9JgsbYFkt4Gc5kzZrhsAcBDiypg+jPYIQ2mQsTp+cn1+ZBtkOCeZGdTUoCDs1HshQepEPVD40T/pt5b4mSvcBHI+dguPPP3Rsg7/rTimuJk58JsZYDwik2JrDxSRcXXWs14HVesV6c816fU3XdQzbG2rZk7oVuVRKzgyrkRf2mq0VSjVMrRH1vVkeV02AgOiCa+j2JvfQx3Dsu7lM0VIwNCyUiWpjIGzgstAMD/MmO9gWGQqpRixDraPT7q6FGHp6USfbSbQyukjsA4RIqcHb7yp493hh0yfWfWIXxsm5vVUGJmKux+P91vN56/pOt7LNa5znZpoCsSUWXmdv0g0InSZuYbDIAUy3oKo187xTVSiDMBShCxUwrDjqXpv3qs1Plknhx8MFpkr40zsRs1sv6F1y3nBcRA2mn4/DB0xVHo7zsHZftrx5Z4/kTISsedV29IIsNpAjXMIZw+LU658MFpt+CtisiZspsLB8pg6dU+HK1KRrPt3pBRe35e/dIfx24Bt4g38vDhTMEqla2RvcLoT8YSiXi7xfeV/e90PSE4+JRJyO6YMxjh4wRYdeI4aEQIgwVmU0b5yXZME0YkYdKhVjrHvqvjKE1/SdoNWB8DvdMuTKOFaKKcNYFnvD/ZVOS3lEo6JDWHWKeh58FkHkYBiczU8t/tdPdmIIGESRGT0tFmaguKlhwbvBOVoCYvBOfCpQi7HfZVIqWF8hrBF6zAYkbDASMSW3kLSQUvQWruoZ05icP6AW5Ysv/sB/+g9/x6sX+4USPRYRL2J49nTD5uma7asdL18Ms+Fw+/hz51kaFqdh7MVcAUhcRtBhYSwc5r8phUVo/fhS04Z/ALt490TI1TsaBjvUyE5DEJsU60KDLZTnWTUyLcST2zoypk4+P/cyT375LYSvLqZocpknpWhLnv3bYmfGtfTqj++hpYimOZVpXg/hgBkYaJOinoyAFg6c8vbtc7XDxUznpFAzovyb3nxMZiNoGm40aZTdU6ni0oC4R9prs4e5ydLUh2CKf3zYvtRFTmX5Lj1UWd913Jucmbc1Au46732lix+6V39O7pv/80aQl6Zbq27qYqJmyLWyOKRtQcK+VsYxe0m8DN6YLU6l7kJVjwIUbQ6gyqHietq2HyCP601w7KC1rW8afYBmENyiSrXb+++8QbbNfPKJl2j9eQNVnNxGxOsmatv6Q6RU93KFivVCDIIWI64732itevfBkt0AGEfElKQ9KsFBi6EHImPZ81/+7h/4zT9/RS4nCpVjxa0qbG8GhjFTst5pCLxJ7lz8yyjwUv8s5u/o2Al1vqRxPHvB28+iBdznp3BktDH1hVgqDGse690vriuqM5uBTeF9Wk7sTRvYtCHhaNkjL30a93Id3pPPb7d219ZnS+U7W6LtxzlysFjf7Vx2RGi0qAAxQ1UbnoH2gh+Mm3l6zo13MhhOx2uLPy4PnJ/Z8a+THagG+1Ip6hwV02hPQb33yRKieZGLvE95DNnPt820+Fh5ExDz1meLN0gMxrF6mXV14nePILa6vAZ+riqU0qiGRZEqpE4IKbC63rh7VwwqWKlIcayAqroT/QB5i66FB1lGBqY96qAEDl7d8liBRhx0qq+cRU6aMQCtlA9PF9TaPCFxiwgDsak7fEsfqHnjmupgxxhXhJAAo+Ta0O2RXCpqAyEmkA4KxM7Yj5kvvnrFWO7fIKd1OwwKwwEk9z5laU7dOrOw2MznmV783RZ/XVoUk8VyrhRm+YSOvyVHPyy+8YjQ3NK7j9JC6eF2dOR8DvF2CmQa0sGMbF4Sxy/b7XPdbcVPPjzGxIO9sH8P8znHB5ba3FhECeRoHEeEQ0xPQpphYY3/Yh7hYfRySDwcTGPmwMs0J/Prdo+oCbk6d4e2WTsx/e7//pnj7rNlLvLtyWM96dN36jEh+2+7nPDc+P7Y8t3xKhilGtuilAD9VWAdm+NTFdPAPiu5eGUXJog6lmDVRz76aMOnn33Mj3/2M1ZPnjroe6iM+9e8evWK7c0rXnz1ghcvHsZH/PbGwMJ5nMB/y5sEZiDTUplMtfNuFNx2YI9TC64wTBxQKNOmKda6E7kFFcRLDEMLiQx55PX2BkIkpoREkNi3BjEREyPEiIg0NsFCrcKY9UEcDQfFtvCVz9zLW4sxK5vlHM5Ofzvm2Ms9nv+jELK1b8k92SNbpmgOwYhzz+hNebo7w/4L71pEDvZI85hPXfppTs/PrZyqyPngWx7+fL43vOTzpB3YC6ds1sLvn02C+V4OZgQTIHRZvT8ZKsfXCvPfZPG+WDOU58PMx7U0Dk/n4SgMcNaO9RdOmaoj3h7uelH8H448xpue4n52WNm3znHfdR6jGE/H9aEp+3PytgbAY57B6fdEhCqCpsCzJ4knT58wjIXXu5FXr0d2Y3UDftr/m8dhVdjtKqI7pARiDmw2L5AY0WoM40AeR/J+z347UsZvIzIwGwDNsz+3rVjDt586qrTNdMo1+650dqOfhu7OWSOBidK6OIEEnZWJxISAlw+KUBWiBkpV9sNAuNmi5tjpzWZFCJFqTmMsAl2MSFBMYutbMOmE29vvdxaKksMim/LrtpisEzv/6IuT+jms0aUlcXv8c9h6PpXNhy6f2wE4uLjaPTmy+zaBOQJki9K9O9br0SmW62i2MhdfXYTgD989gzk4s7kdzbNr79OnfxwtkXk75TDHNEPOjnT00qhYGgizkXZqDHD8/kwRkFNf3Ozw893a+vBtXRx/ZCdyMtwzcu5vF8PgjycP9fYPhrEc/fvY87/p89PrfnDAvgfK6T4B72ffn0jkDva6OwNVjZeDsh0Lf/hqYMit3woezZue3rQHm7Wuq9l4WQqvty/5/Lcvl37V4Xri5d8PfQRv1cJ4npyjiyyASItd8/D7QbvMm247wGDmGjjaSK2lBNrNqTT8gEGxiqqzqqUAGp2qMIZIiAkJCYmpKbHgyl0CEqS1gozEIE7/pj62FIT1Js23duqP3ecJv2+5D3R4/OPkCrZ5Ovra5N9zzrW+dW5rXNnLrx/mYTrfsTJdrokjA0a8XfJdm9aR0TBd/xaw6E0jnsZ9xzOS25/dZ8BMSt6N3UNt/3QqWxwzn35pQNkh2OENuGyew3kW5VAFMbETLscxDXWOQoS2fmF+uAfD7bacbmD+HARTnWycw7HH03SR74l8Gwr2bT3400jD/Pl9kcE3HPddyrte/77yx+XfhVY2OKm9VptsBtthmr+D0j+chyN9K+3c035QcajA7VE8/q1+R8zA0sM646HObWJlYRUcPBWmj/CIwRySnayZyRnGwWMeJgkEkdZMB+/AJ4FA8Ha7ITgpkQQEI6ZI1/d0KXmzBwkQkv+9ucAh9JgUYopcbTaIfH3La/uu5HFhp4VxdbKzT2jzow/PyPE1DkyLoufu3pf0abnRMr+4POc5K/vk6keRodPvnUaNXBHTFCntpVrOxMlQaSbqhCWQ81GBs/M8rcfZlprOsfTymcOvPqY2f8ackVnMALPly4H8+HQMnhWSw3Ocvn1yg2/axI7u0yaDotEi37aXLgbBD0AeCry7r7b/LrnTEXrHlXMuivFd4BQeIu8yhluRRzjSec5xIzO3yeHvD9s75WiDODr7W8ujjYFjZXX4fIk2F5iR7TIFBIyWk7b5oHlTnTbI+Z5aWVU4kL64XTERxSxBe1OHuUCIHV2fiDEQw9TlsFKr0zSqFrAN3apH1YmMPFQtVCuEEIgxLELAZ3gUTizoPy6KdVlrDkdL6sgQeOgYJ+XsFpgoc8rA7FBrcNf9n77Yb/Y2pvPpnfN4pLjOHXJiMRyC9zb/fTZBF5b16XiX9zWfY6H155U7z/fCwIDJJJhTE7Zsx8lkyBzGNJkCh2jEdFzbIDDesD+/Uaa1odMljRnkuLzPP/62e5G3lWUN0PuQ9xHe/xAU+fuQbxNIaM0xEDmkTF0aWPCN31/Wfr2f8b11ZEAWIX//9+BHHrZLDqENOb/pBA60r4coAUgQrOEApqBCkEUhY6A1FWotidsfqho6DqgqprXVYBZW/ZrVeoWEDgmJiKFBSBHUFAnOz79a94QolOp3cDrmc2Hv97lYHhquOxwTFp7kchwHo4nFwnloRbkbAXLwwP2itx7iVDp3eg/LMS719eHW5BAw4vyLtwzRH93ZybkOIbaDsXnfDM7rc2nULK5h4rwBM6/A0t6whaHB8Xzq/AzCvPaXY7Z5bC1BMFkPZ4CTIEdr66Gbsx09a5qxezDAl+DKd121d4WIL/LdyXLu37QXve1edc57f5/nP3ed70q+S2yDzJHB6Te5c6M6jb6e/nzunTs9Dh53X49qVHR6WsEWaHOZ4rAc0cIy7XV2fCaZvJTWqhX/ukzHNqa2GKacNHNHwYD/DC2wbYqqQY1MtMEhGKUqyQSbFWakqjEWJYWCqlPvOgjRKFbpU0fXBYZx9vUO93GHFf5tGQRvzru9iVtqshwnxkYWmvTokHZu/8OkUgN23HxnWrsL5XiXd33baLo9tGNVPPEPHJT5pLTvntnFvbQ1MufTpuuefHm2Oe325xOXo4N0jlNZ979Si7UOiIRbNzxFDA7HtXfl7IkXx52e5w0K+MgQEP/92CiT2bh71xV7MQLen3wbhtWbME53pQtOMUDnvvuQ63yf5Ns2CuT0jbt1mYNDNzvYd0Rdb6fmbxsLt/B9D5BHtTD2sdqtz25FARYe5IE05eCdLAc5e144WFDC4dgASPCuTtK4mpdqwm84tHOGeeOLSYjRWxzH4Ox9ZkotmRAiMFAN+hiIIWG1NnIHoUuR9Sqy3Y6HHfV4Bs7Kd5XnetxDPlYMh5M87Jt6WJ8LL3waB7PyXS7OyXCbjoGFV738Xvt9AtWcEFK2dXU47wRGXKYfJiPUzAhih9ZP4v9z68W2wxgPhuvxPU2NsQ6jOEl3LLxr/9KC/bFd5G4kdjPOjsb2uDVzugbv3LRnEzjMxnYb3kW+A3kfyv1NCvmxiuuh+9Nj97LvQ1rgvpD/t5kOuFPOedcPlhPHmvcz9kcZA4dqgONQ46Ecy18CTwnY2X1uUmR+eCsbbOHYptebAnKNYQoWGjRLD1fVpqGyGcEgJcNQ5xBQoRaIBiWMCBUrgZp7xv2OrkukPkKf8C6EAdV2cVPWfSQFb9IDf9z9821RvidnOfZA71iIk6I+5znLIipy+liXinnCcdwnU4RC4MDsx3TRhgsxPeI4WEZKzs7HFL2YVudd4bfJOp0iG8d6neXkeKvR0+seW/iH/N5pJODtntk5TMoRmGj5HOT43+m4AGw64fqqYyzKq22l2OHZfR/sgTOBpO+dPMYQuCvieJfcbXA+TDm8VeXAyXe+D0bAY+S+9+5bkZOI4+Nm83gvOjfexxo5j+ha6OhHFnn7aTwypQVk4WktNvJZSchi0ZvNDVSFZRvchY/VfqjVnI2/ee9zKoGD8gqpOv9AAw76f0JKiZj89xCFGIUu9aQUmErpRAJmgaqVYayM+9GvMREmPDRf+x4tzG8j93d8gYceYu3/J199YtebIjRMR50o7jedfcEWaIczuyKf0hJ3n+QAupsIlg7rYQqFzOC+kwjFHKmabNiFhjx5nU7uQ3gIuOdNcgqufFN1w1EZ54khMI+zvWMBeLYK/OyTNZ9+es0fXu7Y/csrcrl3Oj9IebvYyYch7zuFclq6+yZ5n4rsPsPj2zII3gTyPfe3tzn/Y6//bcgyOnluDJMcxnLskJw79m3kEZgBvd39XFh4ZO2mlkbASbe86fjDhi9HJ3Mq1wPMymY3FeoSsHhkjUDE6YqtGSPxyDutzmEgMp9XbI8wNYTx8ao2paF40yKdkA/xoVPk4/sBWMsn08vh1wOC3o+bsux+rNl0xEPEOGAeGscBUwTitrd7SgJ15+JvhsWs5ZdhDuM2hmBeosvrTR86bfPBmHi4X/0Q0NVj18rZEOfCKAsIn1xFfvXZml/++Anrp08ZTInxtRcjc24b+TDl+zLO70reBkwKx5Gkx373u5CH4hLOHfuhlCC+i5xb548x9s5FEm/vnQ975o8wBpZklsvPmqeyjM0e/bOANE2bavubHR1FoxZuDWna3yRNuQM5HBPbIhc/PuC5fnfi1cmEkJlxzYBSKjkrtTpLoRZneFKZJtSVmgMSZTG6D+vlefTin5/F3SGwo3PaMgA1a33/UzP8Gl/GW4dyD8bitCaWnAiHa5355u3P5eRf5sDAHHs4p+hvn3/6fDk/96c9Hvos7osCvK0sR2QCvRifXUf+8rMNv/xkw0fPr9D1hr57TRemeM77LkS7yH3yIcz2H/v698l9Suq+9+R9hPDfFHn90OQxeI/HHL+Uh7cw5gAom+dqDh9PvNetTFCO9+gDn/thsEGOzy5BkOTHxQYUDCLerXdOCZjzB3SREBuIzIwUhZSMGKIDAc0wdW9ftbauh0A1bxvbSFgkeFtY1wDGoVwygAXUeFCvgvcqZ3TUWy/+u5zne7xqk3DkodvJdyave1K4k3cvj2jbOGMTboXD3/QiylGEB1hgDk7i/FOEaWb6aivQFueaFOQbqKfv+vkx8j49GMfGHMiPeoEfXwX+6rMNv/zsCVe90cWArTY8ffKUzfr3vNwplfDg3uYXeXd534r4XT3hu7zJ+449le8kl36HvMt7+BDlf4rB+T7Im57FY57Xo4wBM5m9Qow5sDtPnpkrk5llyL95vH2fnPU0nCq4YSBOPOQ89l6qVScFXxWiEaN7/6UotlPA2xWr4cBDPXjEIhAk0EUhdV6yODEVhhBIKRBT+91gzCOvb0b2e2nsh9Psnr2Rdo1vbxFJQ7+/ayL1vqjAMj0g7YOj5kjzkzx7ZmYFvXispyGrxVKZLyKL752O1RV5a40t0zq0+Xfu+O4sc8Tq3ITNJur3agMQwhyJ68T40SbyV5+u+cXzDU9TIOeBorDeXPH8E7h+tiK9LGjloVmOi3ygcoo3eai8CZj60HMsv/uu78y5MXyf3sP3LY8FjN4b4X3AOU/l4cbACS/6fFlhzvea3F4gJt6CeAKV3cqPNGyA0HrAT5lpk0XNtyKtPqoaFGmVBwZHpWAyKX0hxUBIRkhCjND3kdVqRYxCjEbqIjEmgkRC6EhdIKWE0VHHPdv9a/jDC/JYMJ2TFnPOfIpyvLfFe68yW9zgW8pDrOq5myRgE3HOxPY4qew7huAVADMS4+z1b+X8mjI/NEQ6ttAPtk84+f1gnN49J8tr3T9v7+MZvi9g02MkYDzphZ9eJz7ZJDoKw3ZLFYj2nKurJzyPPZ989JTf/nZLLoqH2i4WwfdZ3qVS5fT3dwnVvw/5EJT/hzCG91Hd8a7yDr0JJhePWYMcAVXaISITcU3b0hfzbkyqpt1UdVa2qfJgDlTbYeOXFk0Q/NxIoxUWJSZhvYpEgb7zRkSpi3QpkbrEer0mpkgIXmWQYofXSAQkVKcipmMXYLTMqk+ErrRwhPMYiNnBW/62DYE3fedNl3/k8Ga0+RSKlzOK/Y2RCZnTLUdfO5PrDyfKXc+2WD4uizwt/7tb3o/38uGKEQWe9IFNZ5iOjCUStEBIaBGiJJ5cdXz6/GOur75gNyh6ZgN5uNl0ke+r3PUu3AV0/eG+Nxe5S97KGDgsFGvNfu4Ws9ay9p69u1HhO7bApnSBzM1eQjgoCZkiESIQIAVPF4QodCmwXiVvd5w6utQRgtB3ka5LhJgIKRIkkUKi60KrWIhIWBHFqLWSuo6+rFmvVvRpII9NCZkCi1TJrXv9nr9MbxjySXb+rCyySP673a1q6smZpududk9me5FeeJN82yAkuJ1v/K7EcPxMF4SAUGslFyMRgUiulWIDqb/m2bNnPLvu+eZFYaznrbnZwL0EDf5k5Xu5Z11klnd1fh6BGTiHjDV3786InP4sxykGayUQDvw3RBfkui0NMKcdTJdVikBjK4ye+48RUgx0MbhR0PcLLEBEIpACXd85/oCARXGCouDsdRIiIfSA0PcesRif7Ni82LLfj+6d2lRPMeXO3neo5i4wwt1/ep++3LGNo7c+edOdLkyhe5Ei4PN21o48Wz4E5+9TObPSHuTq3v3c3hGU8R2JTf+ZIRG6LtJ3EcHIlhnylmHc0V9tuLq+4tmzJ6y+2JH3ilm49VSkgTg+1CjBHxO49n2Vb6OK5SLvX96FSfJ9lls+IjIw1d2HxX45tbw9hJNPwd2h6ZOW3vc/CcQIMbUDbapACIsrtYMFJkcxiHMISGgYA8E7FMb2byetY2FHDAmiEbrouIEUiZKQEJBgmClaA6igYqRQqMEwvLVxoLLqezabxPYmUxVMvO7c79O344NB0GiRp0HfNYtvjB7ofN9HctYt/xaw4a1Vodsf0hr2nBnH2e/SsB4TwC+0+z1Z7FMO6cjWOH9iZ6vUCa0xp5zskIc6Oe8d8pC0ytFJHvZC/bE22YlJMQShS4lV1xGDYlYwrQzbLbsXr1k//ZjNuuP5sydcX33FPhu5+DkO07WoHGk/fEiq42II3JaHVgRcjICLPFQeR0d8KtYiBid78rlvzPXa5so8RmO9ckVeijGMiuqBwObUGY4hkIKXG4boZw9BiCItOhC9k2Hy0sTQDAZptkqQ2IyIxkNg/pmaoFqoakiLFphWVCtmkDqhXwWGYh7Wnl/AxkvQ0hXV8yHMAIrHyGMOf4On+24v/yGDPxluE0PgQ7fiBWXUYrM6GdM9Qzyb10QI1kxEW3qvZyIB5wf1wGs1o45bAYoPTkR8jacoxKhIKA7eVEVHZWcDNzdbnuRKiiuebD7j6eYbXrz6mjxHVBo2x6Y7vz/td8rhdJGLXOSPK+/TUBa7mNwXuchFLnKRi/xJy4WD5CIXuchFLnKRP3G5GAMXuchFLnKRi/yJy8UYuMhFLnKRi1zkT1wuxsBFLnKRi1zkIn/icjEGLnKRi1zkIhf5E5eLMXCRi1zkIhe5yJ+4XIyBi1zkIhe5yEX+xOViDFzkIhe5yEUu8icuF2PgIhe5yEUucpE/cfn/A+HeDhNjTzWIAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Let's choose an image and ask the model some question.\n", + "image_idx = 60\n", + "image = vid_frames[image_idx]\n", + "question = \"Can you describe what this man holding the cat is doing and how he feels?\"\n", + "\n", + "show_img(image)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The man holding the cat appears to be in a formal setting, possibly a business or a sophisticated event. He is wearing a tuxedo and holding a rose, which suggests that he might be attending a special occasion or a formal gathering. The presence of the cat adds a touch of warmth and comfort to the scene. It is difficult to determine his exact emotions from the image, but he might be feeling a mix of formality and affection, as he is both dressed elegantly and holding a cute cat.<|im_end|>\n" + ] + } + ], + "source": [ + "result = model.predict_forward(\n", + " image=image,\n", + " text=question,\n", + " tokenizer=tokenizer,\n", + ")\n", + "print(result['prediction'])" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Let's choose another image and ask the same question.\n", + "image_idx = 95\n", + "image = vid_frames[image_idx]\n", + "question = \"Can you describe what this man holding the cat is doing and how he feels?\"\n", + "\n", + "show_img(image)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The man holding the cat appears to be in a formal setting, possibly a restaurant or a club, as he is wearing a tuxedo. He is sitting in a chair and holding a cat in his lap. His expression suggests that he is feeling somewhat displeased or annoyed. It is possible that he is dealing with an unexpected situation or someone who has upset him.<|im_end|>\n" + ] + } + ], + "source": [ + "result = model.predict_forward(\n", + " image=image,\n", + " text=question,\n", + " tokenizer=tokenizer,\n", + ")\n", + "print(result['prediction'])" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "vlm_demo", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}