diff --git a/Cat.png b/Cat.png new file mode 100644 index 0000000000000000000000000000000000000000..56abe23991fcfbcb583a03fa517d3cbd9fd0c5b6 Binary files /dev/null and b/Cat.png differ diff --git a/TD2 Deep Learning.ipynb b/TD2 Deep Learning.ipynb index 6a548817fd79013a3ffba675bd9c72aac4d9208f..8db42365e517eaf376d066b1ff775d5a969a62b8 100644 --- a/TD2 Deep Learning.ipynb +++ b/TD2 Deep Learning.ipynb @@ -1333,6 +1333,7 @@ "# Choose an image to pass through the model\n", "test_image = \"dog.png\"\n", "\n", + "\n", "# Configure matplotlib for pretty inline plots\n", "#%matplotlib inline\n", "#%config InlineBackend.figure_format = 'retina'\n", @@ -1387,6 +1388,138 @@ " \n" ] }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import json\n", + "from PIL import Image\n", + "import matplotlib.pyplot as plt\n", + "from torchvision import transforms, models\n", + "\n", + "# Choose an image to pass through the model\n", + "test_image = \"cat.png\"\n", + "\n", + "# Prepare the labels\n", + "with open(\"imagenet-simple-labels.json\") as f:\n", + " labels = json.load(f)\n", + "\n", + "# Prepare the transformations: resize the image to what the model was trained on and convert it to a tensor\n", + "data_transform = transforms.Compose([\n", + " transforms.Resize((224, 224)),\n", + " transforms.ToTensor(),\n", + " # Ensure the normalization parameters match the number of channels (3 for RGB)\n", + " transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n", + "])\n", + "\n", + "# Load the image\n", + "image = Image.open(test_image)\n", + "\n", + "# Convert the image to RGB if it's not in that mode\n", + "if image.mode != 'RGB':\n", + " image = image.convert('RGB')\n", + "\n", + "# Apply the transformation, expand the batch dimension, and convert to float\n", + "image_tensor = data_transform(image).unsqueeze(0).float()\n", + "\n", + "# Download the model if it's not there already. It will take a bit on the first run, after that it's fast\n", + "model = models.resnet50(pretrained=True)\n", + "\n", + "# Set the model to evaluation mode\n", + "model.eval()\n", + "\n", + "# Get the 1000-dimensional model output\n", + "out = model(image_tensor)\n", + "\n", + "# Find the predicted class\n", + "predicted_class = labels[out.argmax()]\n", + "\n", + "# Display the image\n", + "plt.imshow(image)\n", + "plt.title(f\"Predicted class: {predicted_class}\")\n", + "plt.axis(\"off\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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76I/+6I9uuN31MjZCCMEYE37u534ufPVXf3UoyzKMRqPwkpe8JPytv/W3wuc+97nVdm3bhr/7d/9uOHHiRCjLMrz+9a8PH//4x8Ptt9/+hNlHIYTw8Y9/PPzFv/gXw/r6eiiKItx1111XZTP99//9fx9uvvnmIKW86jM+9KEPhW/8xm8Ma2troSiKcPvtt4e/9tf+Wvh//9//98hn/Mqv/Ep48YtfHPI8D3fffXd4z3ve84QZQ4d53/veF1772teuzsWrXvWqI9k71/qs3/zN31ydv1tuuSX8yI/8SPit3/qtI9/hM5/5THj7298e7rrrrlBVVVhfXw9f8zVfE9773veuPufDH/5w+It/8S+GW265JeR5Hk6cOBG+7du+LXzsYx87sr83vvGN4ck+Uh/4wAfCS17ykpBlWQDCT/7kT4YQQjh9+nT4zu/8zrC5uRnG43H41m/91nDfffc9qet5ZfbRAc/ENbpR9tEP//APX/M9H/vYx8Kb3vSmMBwOQ1VV4fWvf334zd/8zWtu97rXvS4URRFOnToVfuRHfiT8zM/8zJPKCEs8dUQIN0iqTiQSiWch3/zN38zDDz+8yiJLfOlI7qNEIvGs5r/77/47XvWqV/GCF7yA3d1d3v/+9/Nv/+2/fcKK9sQXRjIKiUTiWY1zjp/4iZ/g3LlzCCF46Utfyr/4F/+Cv/E3/saX+9CekyT3USKRSCRWpNB9IpFIJFYko5BIJBKJFckoJBKJRGJFMgqJRCKRWJGMQiKRSCRWJKOQSCQSiRXJKCQSiURiRTIKiUQikViRjEIikUgkViSjkEgkEokVySgkEolEYkUyColEIpFYkYxCIpFIJFYko5BIJBKJFckoJBKJRGJFMgqJRCKRWJGMQiKRSCRWJKOQSCQSiRXJKCQSiURiRTIKiUQikViRjEIikUgkViSjkEgkEokVySgkEolEYkUyColEIpFYkYxCIpFIJFYko5BIJBKJFckoJBKJRGJFMgqJRCKRWJGMQiKRSCRWJKOQSCQSiRXJKCQSiURiRTIKiUQikViRjEIikUgkViSjkEgkEokVySgkEolEYkUyColEIpFYkYxCIpFIJFYko5BIJBKJFckoJBKJRGJFMgqJRCKRWJGMQiKRSCRWJKOQSCQSiRXJKCQSiURiRTIKiUQikViRjEIikUgkViSjkEgkEokVySgkEolEYkUyColEIpFYkYxCIpFIJFYko5BIJBKJFckoJBKJRGJFMgqJRCKRWJGMQiKRSCRWJKOQSCQSiRXJKCQSiURiRTIKiUQikViRjEIikUgkViSjkEgkEokVySgkEolEYkUyColEIpFYkYxCIpFIJFYko5BIJBKJFckoJBKJRGJFMgqJRCKRWJGMQiKRSCRWJKOQSCQSiRXJKCQSiURiRTIKiUQikViRjEIikUgkViSjkEgkEokVySgkEolEYkUyColEIpFYkYxCIpFIJFYko5BIJBKJFckoJBKJRGJFMgqJRCKRWJGMQiKRSCRWJKOQSCQSiRXJKCQSiURiRTIKiUQikViRjEIikUgkViSjkEgkEokVySgkEolEYkUyColEIpFYkYxCIpFIJFYko5BIJBKJFckoJBKJRGJFMgqJRCKRWJGMQiKRSCRWJKOQSCQSiRXJKCQSiURiRTIKiUQikViRjEIikUgkViSjkEgkEokVySgkEolEYkUyColEIpFYkYxCIpFIJFYko5BIJBKJFckoJBKJRGJFMgqJRCKRWJGMQiKRSCRWJKOQSCQSiRXJKCQSiURiRTIKiUQikViRjEIikUgkViSjkEgkEokV+st9AM8XwtP42eJp/OxEIvH8IhmFp5lwxe/XH8CvbTau/R5x1TYHb39CA3GjDZ6K5UqWKJF4TpKMwjNE4NoGQgB+9XvotwvIftQNBET/u+9/F4jV5yX/XyKR+FKSjMKXkauNxNFXwqHfxBXvufL/aeL+pSA5+RKJZBSeYa4cdg7/21/n98urDHnVe5JR+FJz2GF3+Oxeeaa/kO0SiWc/ySg8q3gyg8cTRRiuxZMMOFw5xj3pY/pK5/C663om90bm/Mlux6HtEolnJ8koPEMcxA++mC2e8O3A9V0g/jqvX++zDo7niVwqX+kD3JUG4VqDvefJGYUbbXetNd1X+rlLPBdJRuE5yZUD1hfiK7/RewRftBF7VhG42mF35d+f6Pensh08d85d4rlGMgrPGZ7KgHSj159oG3HF/58LPJ0B5kTiK4tkFJ5TXMsFciMuJ8Ne7V66cvZ8gATUF3qAiUTiWU4yCs9rrucCegrxh0Qi8ZwiGYWnnSfyzT+JzZ4MT9mbc9ggXGvnzyeXypMJqCcSzw+SUXhGeDYFGq/c78GxHa6Nllx2H32hgeqvJASXv/Mzsa/nUjwm8VwjGYWnjTjAiEO/X+ZLXdh0Zdrj9bjegHQtQ3Hw2pWupOfagHatgrOne3/PtXOYeC6RjMLTyrUCv09Xpeu1cuQP7w+urZR0rWM4rKz0ZIzIc4Hn4ndKJJ46ySg841zLQFyxRQg43zs1JAgRpfK8c70ikkcphRDi6HucIYSAEAIpFVL0g/rBduH6+zx8eNG8CAQeIQTiqrc8e2e7IRycJ0CAkkfP05HtgodwoDIrDilMRaSI517ANc7BUzmoy844IeLnJhLPVpJR+LLwxKsEHw57uqMh8d4DHoQjBBCi10Lq7UzwDh88UiqCF4RoUQ6pXBw1IgeIK44lhAO91gM/+9HjFauK52cn3vtVVfaBkbwWIYT+B0K4Rpqt7NdKN4pDX2+hdcVbQjh0Fq/xnsuX49o7ut53SCS+1CSj8GxEQKbBO0/bdkilkEqiswMzAXHe6QCD9wJrBDoTKKEIQRKCx7oOITOEkP2q4TIhgHGgJahreJVCIK5WREDKXrL7mquGZx86y578xgFECGj1Ra4GrvXR4akn964MfPCryYAQ8bomEs8EySh8ObnO7PNg5i4ECCl6F9LB8OIhWHywgEfK2F9BSoEQ8oqBLUQ57uDx/vJsX8poBaQ4Omk9mM0ePayvvJjC5R4UT6A2JcRq6h4N3g22/0ILwK+12TW3C9d5HZ7t5zvx3CIZhWcxUkryPAeiARDC473FuwbrWwieohgjlUDIgBCOA39/HOAEITi8B9P1RkEIijxHColQ4Yjr6No1zP3nHfnt2Y33vjeU159dCyGQyFicHfjClglfwlNxtUEQlycHXwHnPPHcQYRw/flJ4oshXPFzJQLC9bJ74ntCiKuCQAc4hJSAIwRDCA4ISJldMZ4dDN+q95OrGCPwgoCKriSpCCFgrUNKdTk2ceQTwiEf+KF597Mwxnz0Dg5xVSS4ymV2xbv6lVGAEJBSXmEg+5l7CHh8f0l6h06/otJKrVZd197D1YN9wB958erV3bVJMYXEM0VaKTzrOFxz4CE4AhZwCDQHKwbnLMF7bGgRUqKUXq0O4v/9KiAshAQp+rEoRk1DCH1AVl6VDRMjF+JZaQAOc63pTAzAP/FBr94bQm8A/DVXC6u/HRiIcPn9QYkrzP3V77/SZngf8IfM70peMA36iWcJaaXwtPGFrhQO6g1sP1d3BN8Rgo1/DRbrWk4/9lmmk0s09S4bGyc4efJO8qJAqQypK7TWZPrA5ksgx3vNwTwgBAnoPuXy6gFJXPXLtf745eV6vvnL3OhADxnf4DGmJeCPzPzjKuoGA7Z3q4MIMQB0xQbikFGIpjaEg886um0yColnC2ml8GXhxgNAINC2LUJAniu6tqGpZzz08Odp2iVNs2A226VrFzg7ZXdnj0uXdhgMh+RFyXh0guFwwHA0JC9GKJlF94g4WC0cuCw8gsPui2u7slaulNXqRd7QX/9McO1VwpWV3deL5B+aoQNBgFQHqwx/sAlCXE5nvdaYHcTlCEzM/D0akTk60EeXXnTVyUOvXft7hQOXVb/ZjV1hicSXjmQUnkmuKh47nP9/eSALwTOfL1FKkOcjmsWMnUtn+Tf/+oPs7F5iOt1jfX2LsiwoshYfHC5Y1jfXGA3XuPXUSzh24hjHTx1nc/MO8mJAkR8MboHLqwUDQhNQHJV7OHyUl7OX4qBrkDLjRgPb08mNjUFfe4DnRgtgKSQc+PJF/FClDmoyLNcyJtf8uCvcazc+E33FSdBcfc2v3tequI4+KH6tvOFE4mkguY+eNq7hPlqd6cPzVHlo+zgIhBAwdslsss9jDz3I/fd9kscefYjHzv05PnQo5ZAyQypBUVjyPKcsBwyGOVornJdkuiDPSobDEwyqMaeO38Lm5jHW17cYbx8ny0q0HmGtxzmPUrGeAaGQQhyKM8R8eR9HKiAghELKg8Ht2WUUYuEBq2BwLPg7+iYp5CrAK0QgBEfwC3ywON8QvCF4S9d1BBfwVmCtwTuLMRIfDEEs2dy+iXIwuup4BAIlC4SMNR4Hr0YXnsJ7BUEdLEeOvA8uFyWyCvbHlONE4pkgrRSekKfDZh4eKA67Oo76uZvlnEcfepDPf+6zPPbYg1g5R+uA1hLrGnAglUdpiSemqxprqeuGECQiKDI9o8yHNLMF82MT5pv7bLuWohwxqDaJLg0FmYv/lwqhFAHZZ7DGYxGxyosYuI6xjutrIz1d3Oha9L79ANbYGEAOAecd3vtYDNbPwKNRODBoDnBYu4/3Lda1hGAJ3mBaQ0wAkzjb4pzFWI0PBi/mZEWJx/X7v1zYJ5Bo1RHj+77flwQ6IAfyuGIQEiEPDMHlWglx6PPEFd/vKFec+2uEU55shOXJcaPzn4zWc4W0UnhCrhco/gLef41c9KPbRBkL5y2PfPYzPPDAZ/k3/+bDXLj0CPPlPltbWyjlEaIFQErB2ijHC3AhsLZeUZYF6+MtdJajdMZkb8ZiXnPu3D7OOXyAk8dfwNraGjfffIK7X/TV3HzqDvJ8hMpAFZY8X0epEql09JUHiANaAIp45AIg45kdDMwN3UIAzjkefPAxbNchXUfTOaxzmHZJ1xrqpoVe/sI4EN6C79ivH8C6GoBM5WiVUaghOssoBzk6c0gdyLJxH1AO/WrjckGgVHGOJQ79F6DQeZ9OLFgbnmA0PI4RFUJKtI6ZY0opsixDSoFSB0bk8opSHIkpHBi0K1xKz4hReBJ+tMRXNGmlcF2uNYP/Ij4tgA+hryI+eIB87/++XJxGAGcNn3/wP/Hoow/SdFOyTDEaDpDSxdWAMWgNWguMFQgpkVJiW4sRCrEGXddi65rpdJ+26dDaUZYKnWUMxwKVdUynF3j44f/EzqUztF2I7qhKUJRDsqykrEYURcFwUKJ01gc7NTrT5PlBXOFoMLXIB4DAOYvzdpU1JYRCyV5+Qgi00kfeGoKnbZerc61kDghs6+hsQ2cbbNfivcX6Fu8CzgbarsF729dtgPOeM4/vIAgUWhKQBEAJhw8B6zxlMURKjUbGVVCAYv0ECNfvWyGFolnUmK5hZ3cXnQuUlihVr76zczamq0I/mEuccyvDJaRESUmmK5RUZJliOpmQ63N0RuF9wGEYDkZU5YDjNx2jLCvKag0pdG90DiRLHEoWfYBfYoyj6wxlOUD1QX/nYo2G1pcHaR9ifEVJGTOkoI8PrS4FUohV/cXR1cnhy/sEwfur35D4CiUZhau4wj/9Rbam7IcHfAh4D2KlsdO7YIIj+BrwCOXxQWBMy/2f+SRnzz6GcXPKMmMgcoyf0HWGprFUVcyBbzvIs4xCKVznMBhCgKZpmM5mTHb3Cd4zHA0Zj4cMR0OGawOcdUz2dtjbu4DtHOcv7aGkZFgVlMOcvChYXz/BxsYaJ45vU1abKBVXCYNByWg86L/hUaOwvnYCISRd29CZJdbFVY2SGUU+WtURFGV1JDvHe8tker4fZAVFPkZ4ST1tmdV7zOo96nmNsS2t3adrPF3jmMx2sLZbzfJDgNnUkOc543HMxsqyjNEwR+neoFWnyPMKrXOiYZNsbt2B1pcfhxA8Z04/yN7enAunz5DlxRV/B9NFlxIEhAwoHbPGvIv3jNaaLM9QcojW8RiclTgraWcOYzsW3YztjeNsbmyj8hczXttCqlvRqkTJDKU13husrZHZOiEUQMCYhvl8QZblMY02gHMea0JUhlVhFVPxziHz/NC5jj/Qq/AqehmUvvv2kaypw8/D9eTZL1//xFc+yX10FVeuDL4URkHFh9N7lDoI4jog+ro7M0HgyDLN2TMPc+bMI/z6v/oAk+keSsUCNu8ts+mMoijY2tzEeYP3lsVyQZZJykKzcWydsioZDca0XUPT1GiVo7WmGuYopZFKopTCWc9y3mJsh/OOTJUURcZoreRAiE2pjDzLKMscITVSSDKdYWzAmICW5SpVUiqF0gql4mog+IC1Hc45dKZ7UT7FYtHQdQZrzGo/gyJDKYEVLVJotMwRUkEQBOcRukNqQ5nfjJQCmU0JPsR9ONvPzC+XhDkbVjP3AxePUhJnBaaVaJ0RAtRtQ2caOlOzXE6x1mA6j5QBKaGqSkDQdUddRdZ4mqUlryRKQVN3aC3JC40ScYVjXFzBeOto2yg/MhoW7O/XTCc1VV4gpMIRc2GFgGpQkuUlVRkTA7Y2tnnhPXczGI4oB2MIGaCQssR7cA60LggBlouaLMvIdI61USU2y2VcPYSAyi4f/0rkClZV6q4vucjUFam04opY1w3dR8mN9FwgrRSekKOpmk+Za2YcXbFJ6CWxgclkj7NnHmU+n9G1LdVA9UqlcSYogKLQNK3DObDOISWXJaIFdG2HsRbnHVUhyTKJyjSEgO/ltYOPAWupNQjFoByS55pymGE6g3MeSYe1hvmixtl4fEVR0BlP23oUObEALyqTaq1jDUCfVBNcHHyyIo/rIueiUWg7mqYm+DjIlLlCK0HIAgKNEnrlgpFSkReBrAA/GKG0QppFnOH2in4HAdpw4CrRrALjzh8U/QlMJ+haiexafPDMFwvabknbLVks9qPLy4a+PgGsHYGIM/t4PIKiKHA2SoQUlEilyDKN1pqiqFCoeMmNxVlwMuB9h/eeuvE0zZK6qdEKJBlCKKwzeG9ou2V0s6k9XGtZzmaU44LxeIP1jWNkeohWBdUoiwZeKoIPq1n+NblGcaI4qFY/uBtX8uFP+q5OPIdJRuFJ8YUYhqNGQCCQQh16QA+U2I7yyMOP8Uef+BTTyZSAoSw1g8EIrTKm05qooFyzXM6pmw7jOoqsoMo0prHYLjDzC6xzWOvQdoHLNbVdxzuHdx6VafI8Z208Zm280c+IwVhL07bMpzVdY6hUTWMck9oy3ZtjjWMwHJGXmrzSLCaXjUWeV+TFAKUUSgmyDKp8RKEPPtswne8D9LpLLd47nPNMp0ucM6tj6IzBdh1CCIbDAUoVKJWT5+cIeNp2TlFlZEX0pSuhyHVF0y4wtsNagVSCvFB0bRQELEoFXuGtpixj4526thjTYE3L+sYaw2rE+taQrrG0tWVnb5fpZM7px85iXRTZu+uuF1IUBVmWobMcQcnaaEiRjxiUGyzqHYypkUYiyNAyY0lHZw2z6QKAqtIIVSJkRqY0ZamRKt4L1gba1vHI4w/zwCMP8mefuY+18Ront4/zwttfxrHjN/PCl78UpaJBbRpLCILRaIQxnrZ1FKWKxXiAukaN4YEBOCzB8UVOfRLPIZJReEIOHpfrLYuf+PVVUK/XHwoHAb1+ma5VjnMd8/0ps8k+8/mU4ajEeUXTduSZjX74QqOkYFkbjLX44KjKnCzPcEKyUWl0rqmNigbDOlqrQGesVRVZFqUvolaSoihysiyDEFhO92k6w6zu6FpLcJ6yKNAKRsrHAdUHhqMxB11nsgykjPLdcZCM8RBjPU3jMLknzw2FiyshKUOf0dSrt7ro3gjexuMpM5yPs3C8QwhQOu9ntjErx9mAsw7TiZX7KdYCNHg8QkqKPENIgRISpQJCHKSkxqwjKSVKSfJCoLXEFTnOW6wVCDFEZ3EkLZcltrKsj4d0xuA9BBtovWGx6FguOpRSSAlaFWTZCOcWCOEZjwZU1YBqMKQKHaKRdE38nlLpmCZLS2calI8BaaUKCKIPSuv+3AbarubiziUEn+PipYuc3bnE+sY228dOsLF5nCzLaZo5UsYYhpRxhea8RwrRp70eSm/oV4ouRN0rKaKBkMkqJHjeG4Un+xTcaOC/zt/CVb8gELg+zUMdLN9F9As7Y5nu7TOfTanrOaNxSddJdvZajHVoLSiKODDXjcVYR8BTlRUqy/BSMhhoyjKDLqaodq3Feo0OGVVVMR4NGAyqqw7VO8dius+y6ZjUMQNHSknQY7SU6AK0zAlBMByvYYylaw1dHlDOo5REa4FSUDcd1lhs12ELyIzHWIHWgryALOslMvoiLuejW8l7z9raAB9E9JX3M+dYcmAJPhrGDkcIseAO06eDKlB9LZ3SikKXqyEw9Cm+B1cgQGxYpA+yn6KhWCx3MDa6UZQWKK3jCsoHuo01mqbBOof3AdsZFnVf5BYcbduA0EhVopWnyDW3vuBmdFEwLjJKX4AILGSNzgqyvKBp5zhrMNbgncZLDVkOQqKkIM8ynIrXwjrD3nSfdtmiZY7/3KPcfOttvOjuuxmOhmSZpGlbyrIizzSxcjrgnQUp+7qMqIwb3UUeQkxqODC2qyzYJ7rlE895nueB5hsFzp4sNzYKIQRcuJz6FxNTAkr2Kag4oGV/9wKf/PhHuP+z/4mHH3sQaHHOUNcNwyq6Y5Z1TdsZlnWLVpI802wf26KqKoajAaNxQVXlHD+2GWeC3jNfNhjrepls0fdoyNBaURYFi/1d6vmUyd4uFolVg9XX0kqRK8FAx4GTEAfUoAqCyjl/dpemjgHtLNNx1SFylFL9PkqkzDCmQUpJkVfkRUCqgLVxgJKSWDkcAoNRTtt1LOua4Byms+ztTHt/fqAaVEghCQF0LlFa4hxkWc54tE5eZKhMge9ASKTMMW3MEHJOYK3DGkdZFodkI+J3c64hrn401SCnrHIka4QgcdYymVxiNp3w8EOPs1g0zBdL1tZG5FnOonYxmF8WlxN3hEArT6YDo+EG5aDi+KktlnPHcmFXldYHsQqxqkU4MGbxb6YL8Vrnmq5zOBcARZ4NqPIxxlk2t4/xV77z+xiOhpRl2a++ogqu6JsvSZkfCZYfVHwfWUMcTSQ7dCOnQPPziefxSuGLyLd+Sma070VwjfccNsfGGHZ3LmGtoSwK2rZDCBkzf4TFWUvbGqyNKZBlmcefKqaHbmysUZSaPNd9Y57ed+8D0liEMKt92a7FWYGzjul0znI2Z1F3oDJkFVbBy7bpcJlEl3o1mLi2w0tHUJa2aWjblrbp8M7hnIuuGQ1SKJwzCHzv2pCY3FMagc4kQuV9G9DofvI+0BlD0zTUy1hoZjtLU7c47wje41xAa0We50gPMhzIhPcBdK+QPp5YKWKTHa2zy8ekorSFzrK+p4RbXU6BjisQ67HWY0xAYqOkh5IUZYFzA8qyIqCQOmM8GpFlGcYt+853l4sUnT+Qz7B0WYfOooxIjLcovI/1DCHElNFomGwfqL88eIfgousw01gXM9icN3TdAmcM88WCztQ89OBnOXHiBMe2t8nKQfwMeTkIfzmLqDdCsjcFQaRgQuIIz+OVwo2K0p5gxvMUzlg4vBvBZfcRHoQj4BCi4/HHHuQ33vf/xUuDF5bzFy4ihGM4EkwnU+aLJRcuXiLPFOtrFSdv3mY0HjCo1ji+vc4tt2wDsUBu2UTjYZ3DWIsUgkFV9ccT2D3zKMu6ZW9pmU0WNMtYS1CUOWubI5qlwXSWxXxBOSjY2BqjdHRdzXfmGBvlNNr2cL67R6mA8wMEcfBzvXFp6glCCPI8ZzQcU5UVW8eOk+WCLHdYGwvypvM5y/mCxWzOZLbEexhWIzrT0nYNAFmm2VwfRldJUZBXcqULFHtZK0pdkRUlg+Goz8qCLHc46+g6S5lvIoWmc8tVlpNpmihjYQxCxIysxXyJEIGq0pSDATormO11CKHIixhAt9byyMMP0TbLvvgOhJAMhuvkuSLP++wsnTEebzGoxlTlkMYssdbQNg1ds8R0LU0XEFKT5+Uqm6pployqimPrG8xbQ2ssi0WHUqC0xHQeYzzzvYa/8KrX8ppXv447X/ZSysGQOOfTHNbXCsEjRC9tgohG4VpcVbQG169TSCuF5xLPw5XC4VH6oAbh+umiX+ws6soyIHn4H8IjRJz5O++YNTOyXJLlkuEgwxjHbDpjMpmxWC4JwVMNRtxy681sHR9TVgUEiVCC1vSplz5gbPxdKxVz1KWgzKPTPQRPPhwTshI58FTFgLYxNF2NVFGNUwD4ENNVkZjWUy9arLUs5tGF1XSG9fEWeVai84q2jYPi7u6EprbMpy3GBKz1LBYNWgvG44y1tRnDYcGiXlJVBePRAJkdKIgG8qJEq4LhaAOpFGvra1E6vKlZLBZIIRiN1qKukBKURRSki+J1Eh8EFhDSYbp2dQ28jeelbSwunxICLJo53nmC96yvr5MXFUUxouuiEWrreT9zH5IVgSyHaqghSDTx/IRccfOp47Rty7JpqOsW5/oVSBB4r5gvFji74ML5Pcq8oswrskFGkWesDccUow0CMF/M8QFE0Ljg+1oEQdsZZsspxkd3WbzOgPVkmSLPNJUqmM32+Y9/9ic4LdncPsHxU7eiNSgVq6C99zhr432HRelilRt33ft+5Q97ns4dn4c8D43CAVdWLj9RltEXu7foxD2UkxQDfiujYFl2SwaqRIecIpc455nNFiyWS5q2QSnFYFBx/MQxhmsFWa7oWhtrE8zBQBR9yVoptNY471FSoHsfeggSmZdkKkMH0LKgLSyihuD9qgo2eI9UcTZpjWe5aDDG0LSGtrM0nWN7M6coKrJ8TNc6urZmOlkwn9VcPLekawPGePZnlkwLNjcU6xs1o3GOkB3j8QhvYTAuUVn0p+d5gSrzGLzONJtb63RdQ9c07OzsEjxUgzHGtvhgyfKK4AOmAxEEoq/W9c7jzGEZbIExjrZxeLckBMd8Nscag3eO0XhMrjSFHuJsDGw70xKExNpq5afXuUR6gXAerQVCKrY21mg7S9kappM5bdfRdU0f3FXUS0NdL1nMJuS6oMhK1rbXGI/GbAzWyIoKqTOsNzjrcVYQXCAIQfBgjGXZWIIoCEGtxP28gyLP0EqTFQXLesb+w3PGG5s0jWG0doyyCkjZVzMH38cyYtW40pcl0A/7C1LDn+c3z2OjcCVPk0HobU0IHuddX2ULAUvAgrN03T5tswdA11mcC0yn+0ynU06fPs/x4yNuveUYt9x6C2vrQ46fXGdnd4/9/Y5BOUIrT9d1ZFmGUpJhNSDLK3RecvHiBbqu5cLuJH7LEDh/4RJta+hah206bGtY1MvobjLRfy+EYG08IjjHYj5jPm8JQbC1cYLR2jrj9U0uXZywtzfl0/f//5jstsymHetbisGw4qUvexFd29I1HWfO7jCbd5y/2LFYBAaDDqlhswEhxwzX1imLEq1Vf8oETdPSth0EKAcFw7V1hMwJPg7G+7sti0WNH7UIqdBaMaqGFFnOop2CEFgHwcfKcSFznO/nxVIj0GjtIGQ4LBfOXSDPMjY2j9GZWOuwsb0VffJSUs+WLPZrisGQItMM8oymtVhvaZsWhWCgCsqNvI8VBDrraIxjOlnStg7nNF5neJkxX9S0naNtA0WZkeWKTAW01uTlgIEoYhigW2J9oOnA2FkfiwBvwRlQegOlNbvLSaxozjSf+KOPMR5usnPhInfefS+33HY7g0GJkJI8jwVvq1iCuNyaNQRQ6omGhGs9I6nXw3OJZBSOcGPDcKAOcNhzGo6861D66SrJo2/6QuhrE3wf9HOIvhH8cjmjqRdIqTDW0HY1xkTp5Y3NNbaPbbC5NWRjc8RgWJHnMchZlZ6qGPaFSgdN5QXOaULn6WxL0xi6ti8IswZjDPu7U0znsDYGnb21UTbCBayxsaWn1Hgv8B6sE/1sU9CZwHzeYOw+ly7tM58tkORsbq2ztVWS5w15rhkOou/cDR3WSgYDg8ot+DkSw2zSIUVNWcwYjQeEAKNxiTWGtq374CsslnNCn4batabPWFJ9EDnH2dhCMx5vdBE566Nj0ASMqQnBMxjmveZPDCYLIShyjVYS5xSma6NAnY8Ffs55sjLrA8hgWtNXlEu8h9Z0GCewLuodKaEIWpDpXvFU5eQukDvPcq1FiZymbpBC4UNfr+KjJEfbRCNUbgxRKosZozrWD1RlQWNibwelotRI23ardFJro9BfZzqkEmRCUtct3gnOnjlNVg5wAe666w7yIo/usL6fkPeuD0TLQ0aBw4urK7jRpCmtLp4rJKPwFAiAD702qLjiNXG0KvRwPrjzHVIolNaAAVyMJQggKPZ2LrK/t0Oe5ewt9pkv9smUZ21ccteLbmVza53BqCTLoz5SnmXceccdq2DnfD5jb28HAOcF7ULRdjVNu4ixAGNp25bJNBbGLWcLvAelcrw3gGdzfQ0pbCyWK0ZkWUXbD5Q+KKpBrFPY3VswnZxlb2+XtnXkWcUdt97NXS9+Gbff+WIeeeB+5rMZ08mMvBqQZQUbaxOMD9ROcf6x+9nfOceFszXzqcV0HcYYtrY3+epXvYyu2WVvZ0I1rBAiMJ1PWcwzMp3hbZSTGK0PkLpguFbQNQ6loKhKFk2NtR1YcD52o5tOdwne8YLbNvEhSoU416KUZH39cs3GZHL5UfC+r4MQvVaUBKkdwnuyvIjifYsJtnVY62m6EHWicsf6+ogyyxhWx9A6QynFMN9kOp3grWGxbKjrDllkaFmQU9C1DaazDF+wgRCSetHSYVEKxmubyHrJ0hiG1RghJOfri1F2O8vojMO3Bms6fH75OzTNkgce+DQXLl1i/XOf5+TJ72Aj24g1IiLKkdi27Y1r0WtzBbLDjeGuItU9Px94HmYfhSt+rqTPFb9GVkaUXo6/H+TY0zdFiZmRoZ/hCzKtOCKNHQ56JbSAR2tJXU+Yz3f5/Y99hNOnH+O+/3RfzFgpNMdPjCirjOEwZ3NjxGBQUVQVUkq0Ugj6xjdECYmubVkuBdYKgtfMZlMm+3ucPXeWumkwbTROzsfMJOeiv58QZ82nTpwkEGLNQT5EygxrAlmWU1ZDFtM9mrrm3Pm9GEA2cNNNN7E23uTmm+5if7rPdDphc3Obtml45KHPRanmIHDWRBdPOUAKj7OGz/35p7EuFqS94qvu4uSpTY6d3MCYjqZZUmQaqQQBi1YapXSc4UtJWRRIHYPimR6SZTmDQUHTdHTGYNoWrRXVoMCYmC7rg+4HvngBhQhI5ZFSIYRmNp2glOLUqZswLgoFehfvESFi1bmSOdVgSNu27O/tkWcVSmrqrkWJjExW5JVCSYVygz5NNn732E2vo65r6qaJMtxSkqmc/dk+dbvkBbccAwSLuovprQLw0cBZ6xAyxpl2dnb7Xgw52+sx0H5xb9JLjChmkwUCxbjaZjgcMhgMuPnW27j1ttt5/dd9PUJoQpBRMykIApKoYRWrqYXoXzv0CFxW9j381IRDgeq0UniukFYKT4VDomF9ZimS0OeDRxeO9x65Sv2OKXzxb47gO6yNQU5rYLJ/gZ3dMzx+5jHOXzhHZ2pGow021secPLVNXkiyPDAeVQyqkrwcrpq1mGYR9YJ63YxMa7wDawLOdSznS/b3ppw/d5FlXWNjGQI6i+4Q7wNdd7l62dgYYJRS9xIInhAUSuYU+YD99hLLec1iUSNFiVYjTh5/ARvrm5TVGs35C1y4cJ7jJ15AQGO8ZzGb0zaxcE1nGZWzbGwdZzBco6oK5nPHfGb6tFbBbDbr3RmX0yWzvEL37iKpHFIIlNQordCZZjhcJ8syqlIjZY7qLEpqyiJnfWMNIQTOOS5euERQASGi/HcIDmOWseZA5UgZBf2qakAeNNZlLBdNH5iFshxQFBU6i/UMSmVU5Ygsy1F5jQwaTYnU8cq71vc6TA1lNSDLczY2Nmi7lu4gK6oXD7R4ghArMT0pZHQH+kDbdX3BYdFLm8S6joOlalnkfU1GHOS9j7Gqvlg73nOd53Of+TRdZ3jFq15Fng/ROkpux4C173tIHPSpPgiEsdpPOPT70Ucift9kEp47pJXCVVx/pXDlqbLWImRM+Yv6OhArlC0QM1gOqnGFCAjpmOxfYH/vEp/8Dx/n3LkLXLh4Ca0FZZlx4sQa5SBQlDAaFGR5Tl6O4iAQoGtmSKXJiiEQCN7TLqcs6prpfAluRNd6zp4+w+kzZ3js9Gl2zy1jZlK/j6LQrG/kVFXFxsYJCJbgPX3yEiFAnudopdFuiMw0usz49H0PMtmbkSvBcG2b8dZJXv7SV7KYz3n/v3gP3/Stb+WbvuXbufvFL6Gul3zyk5/gt37zg/yHP/p9Tp08hveO2WLC2niTsuxdQ7MFF87vcO/Lb+HEyQ1uuuXmXi4jUGSxEY/ORigdpSeOn9ymKkuGgyFaVyhdMqrW8MHTdEuWk4auMagcqsGAzc0tCj3EO8f9n/s4Wa4ZDsdAbJCzv79Hng0p87VYzyADRXUwGw7M5zNcbxQO2mRaY7HGYOoGqQcgolS4dbYXJyzJVM6w2FjdM9PJgrZpWSymVMOKalBS9gamHObs78xYzhrG61WsTWgbnF1iTMP53TmZyhhXQ7rQ4rylNR1dF4sZx6OKQGBvdx+FJiNnvLYGUlDbhkqX5DrHM+qNvufrvv4bufuelzLeOh4lypFAL9YYgNUaVB41BFc9EodiaMksPGdIK4UjPMGNHWJ3K6lisC4WTfneLx9n7N47hPSxD4LwiL4WYrGYMp1c4sL500yn+zT1EikDo3FBUWRUVcbGRhFnqkWBzqLfOxqcWF8gVUYI0cXTdQZnLV1T0xmLsdDM5zTLjr3JjMWyxlhDOcgoQ44uc5QCrSHPM/I8Z1CVxCY/nkXd4nsJZSk1UmYIL3HG05qmT42tydfXsdaxnM+YzybMZnP29mecefw0D3z+fpw11PWCBz57H8vllLIs6EyscWgby56bk+mOre0xWmmGwwFN3THZn3PiZKzs7TqDkiUhOJbNNGbc4JFKMhwOcFagpEWqhnYRW3R2psU2Hc46lIsuq/g5Oc5aLl7cQ2eawaCLxXJdy6Wdi5T5kEE5ZjiukArcbttLTBC7ujmLdYauc1jjaRtD8A4RPMZIvJeoXOJcDObLkKGkZjwcI0TMctrb26dtGhbLOdtb62xtrVNWY4oiZ80Maeq2L2ST+ODpOoN3HmtBOIdUCq0Bn+FErJPIVKAqLg/fx7dP4DqP62IvBecdXWNBd1gZMK7rJy2eBx/4HN57XvmaN5BlRRQJ1CVBHESZD1XUHA6SXRWATobguUgyCldx/fQ6HwJd52OBmRK99o7Hmhb6gaQzHVkm+vTKACIahd2ds3zmP32SBx96gK5r2d7eYmt7zMmb13pRvMDayDGoTlDkJ+jCY/hgeoMQl/RZMaBtaqaTPSaTGU1rcF1A6ijjfOnSBabTBRcu7bNY1gghOH5qSFGUDAZrWLvE2gYpC6pywLA6cKXEZjXWOpwHKbKVm6VtDPvTJbs7uyyXNRubx1gsl+xP9lhfG7FcdsyXjj/70z9hb/cxjt90B22z5ME//xRlMWRrc53d/Uv9zNazuz/DB8FoWJJpxbHtDRbTKV3TcscLW1xrabslSmukcFy8dIl62dDULfP5jNFoxNbGCSDOTnN5Wfwuz0MvKQ2d8yyaLs7gjWXnwk4cXIuCxWJGUy+5cP4sVVEwqgbc9qKbUFoy2Zv2jWlAK3DOsKyn7O+1LOamryaWlJVmtldjWku5FtVd29bSLaOffryRI0WFFBWT/Ut0XUtnHHfceorbbzlJPtpkMBhw8vhW/C5CYMwSHwKmO1i2eaQ18X7LAsqXBC/RIkqZFFXF/m6sFr/5lpuZ7E/Y291jbhZ0rWE5a2mkRUhBvdhHSkVRrfGpT/0xDz7weV5yz8tRw+hyEqVGaEXAATI+BeHaBc/hUJJeMgvPPZL76AiCviHhNT1LzsVZXJZrtJbEVYLFWoOUDoGn7RYoJcjzjOVij8Viwuc/9yfM51PmswmtaWPlbp4RREugYX08oMhzqkFF8CL+hAahJDqvqJcL2rZlvjB9P+KYFWSM5czjl7h0ccrZM3uMBjFfX8hhvwKwIGN/g6pUhD4d1rUWEMgsQ5Ah0DHoikAITWc8xgbapWM+n7Ozu8tjj1ykaxzHj9/EYLzOcLzOdO8ck/0p993/OEURO7QVxQDnHcv5pF/lyBjs9bEdaVVJ8kyQZwXDYcXm5jqz2R5COl7y8hdQlhl5kbG1dYI8zxHCsZjMWU4WiDzHhcByuWQxq2mXHdZF+WetBMPhkCKPGVmtbZjV05iuKiTDLMMG38te11HlddlQVjnVqOAFt91ElmfUddOHaQJNO+tXHB1dG+M1dd0BAakkzSz666UWOBfobKBrHcHHTmfexQY9xnRIGRiPNKPhGsPBmKysqMqc45vjqFIqBTKLzYW8tVSDEUWRU+UiNjAqK2wbK9UHozFlVTEYDnj88QsIFPfcfS+m62jblsYa2rZhsneBvf0Js/kCLR0ISSDrV1CK17/hG3nhi17Ma1//BoLQBGSfNq2QIbqVAuKqOPIqDVvcUAsg8RVKWik8BYSI0gpitZTug2xC9A1LPM4t+3x4xWy6y2Syw9mzD2Gd6WUcNFLGhy+mTRoy7dE6IJTCmAWm1/mRKsOjaHqZh6ZxUcRN9HGAzjKfL9jfm3Dh3EXEyZilNF5bR4kcKaCzDoRHKh9n30phQoNzjs62MYtKQJVnKKnQUsdqYW/pbEfT1TTtvHfhBKzp+u5mOdPphMn+PrEntKFpDLA4dL7c5dTdPkg/EDE+YPvOcEKG1eBibYcQUW00FmJlaJUhBoHMCzo0bWcwZkpTtyxmNU0baxhEsJTliDwrAEnnGubtlDzT5Dqj2FynMS2TZsFi0WKNi8XkAtCC5bIltx6zkqiApm2ihpTxQOzBkOWyb3wfoqicFITY/gFnAr5vf+nbA02naAy1jgO/sY75skMbT9e2qGDJdNSKEjp2xwvO4QOEUDEsRoQgaRtPs4y9vItqgDUxfXgyWeC9YG931t+bEiUK8iwWH9ZNzbJZUhUVIGgt+Kal6yyf/exnyYqSl73q1WQapNJIofoY88GsKKxu9Ssrna9bzpD4iiYZhRVPnFYnZFwBxMfBEesNAlpHiQhjGs48+jmadkHT1Zw/e5a6XpCXEkKg6xYE61FaMKwqYoiyl4P2jnYxYTJfsKgbMq1xzrFcniHLYqbNyWNr1HXLhZ0ljzzwGHu7E/Ymc/Is4557TvYNZDRVpQkOnI0Kpc5Z2sZTDSrKsoyaPUJA16GVJXbRPJSn7wTWSOq5oa1jCuvhBWU9n2DaJZnMqKoxQiy51nqzLCRFHs+pMYFF7ZlOHcsa7rnrOFkRcGGC1pYsU2xurrG1vcWx7W2EjEVaDz10lo31dTZPnuLUsVvJsxwfAs2yo6lbZrN99vf3efihh7l46QK7+xfR2RpSKap8m9GgiP2r1yp2pxO6/SntwuNsoMhi8VjXWNp5g6gcWSVxXuB6v4kUglzlFKXuXYJlrE2oLXVuMJ2Lq4PGQedXd1JUq43GZTYzeB+YLgzDgUfrGLD2znHBe3IV3ZGHHffWekxTszmOqa2LLnDp/AVM11C3HU1rmc4bPvnJ+5hMZkipOHnqBCdPnWBtXLG1sc7L7r2b9c0R5QiG+TreBeq6ZlIMWSwNDz70IJ1xFOWY17z2NZw8dRMi6Hh3C/pcqBs/E0+fMEziy0UyCk+ByxkW4dD/HSFYzpx5nL2dizz66GdxvkPIQGeWCGkJwqC1Q0gVq2i1ZDAYYPoq49YYMLFoylq7SqN0B3r4fVVt07a0ncHbEDNXBgVrxJqIosjpmuj6MLaNLigHmZZkWqOLGLQ+EEU7yKpBRFeJMS0CixUaYzqs7Vg2cxCBjY1N9ndjoZlzbeyu5mBtPF4V0B2QZ6I/hss9E4C+D8CB20GydewkiJrF8kJM6VVRn0ngccHiO4cxlrzIomsq07TLBR01rXH0U2nyImM0HHBsawsfHFme07USj4CVBLVg2TpCkIzKklxUMRYUaooyoyoLjDWExuFQGBvij4kZZUK4OOMPnkIXSARSOpQShFzGrmvakynLdLakbQ2TmUVJQaZjYyEEKCkAi3MNUsYK667pcFLQSYGUBQdDrJQt1gf2pnM6G9ifGS5duEDX1jRdQ2sci2Ws/nYuBtWn0320DswmmulkP15vGgId68MOrTKULhhUBVmmme4L9vcv8R/++OMcO76F1prt7ZOxa1GQ/YDf3+ur2BbXTE1NPHd4nhuFayyAbxBhCUeMQQB877tveeiBB3nwgc9z7vyfkeWC8dqQtfUBeSkJLNFaUumMqohukWKwzmIxw5iOZWNwzmGdi20ZpVwpneZ5lE2QQjBd1JjO4R1UgxKpBcPx5doJ71xfvVxDkIigKHKJ0ppsUEZjYCxt28QHfqVzE1s+hiARXtN2DcZ0LJb7DIdjjh07ydnTE+pFi3MLFgvHbO7Y2NyilPmhYHhcHcRCrcs/V6KU4vhNt9C2eyyWF0CB0NEFF4Kl65aYLs6uh8OSYVVQ5ZrZ7g5NY5gsGoZVzqDIyQZDqkHBiRPHULliOBqxc3FCaxxt3z86hMB03qGkYHM0QqxVuODZWVxgNKhYGwzYm01pjKdwiqa1dJ2LRqqvZnYdCCMpBkNEXwAXezQIcj2MK7OBxxiL6Ry7uzV5LhiUivE4i4YBEFi8W6xkOZyd9vLeEp2tc5Do0HnPorVUwz2Wdcf5i1N2di7SdTU7exdwLhpe5x1ZLnB1oKkX7O40dMaSZQV7+zPKAopcsLU5ZTha5/jxW1kb52RaculCzu7eRT7zmfu4/Y7bqaqSjc3NKGkiRF9wGY1qIFxjUvREFc5H5B9vyA2yXZ9gw8SXmue5UYCjKXhPsFT2MUtHqdg/IPgWcEjlEXKK0vvcetsxMp1T5mO8qJHKsbl1stfQEbiuxlrD5MI5jIkSD/7A4U7sq+uv8MWYLuC9IITY00BloDKF8gpr+9aKLjAcxUEl+rI7jOmOzOpiBy6FUBoRAllfIet8oCxHMaagM/yexJgovX3zTTfxute9gf29CZ6WnfMtRVFy8uSQ4ydOgZDce8+c8xf2ubQzY1E7lBSMhzFgH0J0Gx18pVMn1tnaHGGaBcvZgvm0Y32zoKwyLuxcYF4PGC2GDIcFUiqaOjB1c+yi44HPn2NZL/FmzrFjx9nc3GINcEHSOUWgpCgkr3ntXczmCx557CzCLXCuZXcx4/jGBi+46VakLmitYXl6xqAYMKrGtM6AhK3tTeomNg7KdEDKqCaqVJTYOHHsBM45ZvMF88WSrrUIm0U9KxnIsoLFrMH7x+k6F6vGiU2HynIY408ChlWJ95bZHJwDFzxk8zjw2oB3Atcpdnc0dd0wmeyhlUMVmsXSRoPbBXQWU6PHY00g0JmoGWVMx8WL56mGiqKUnDm3Q55VbG6c5+SJddbXh6ytbzIajzh16iT33/cfOXvmDHfffS+lzgAXVwdAoJddP3hWgrhitXCtETyN3l+pPE+NwpUZSL1n9PBgfL2ZSri8Sgg4vGsx7ZLgG5QylIMcrXJyLak7h3cWIWL1qJISS8A5T3sQxHRu5eIIIQZ9ITaXD30Te2fp23j2B3bwTB5Um/oYnFS6jJIKXuKkRwhDQEZd/75rV5yVilUxVlTnCLFKuG9SI6WMmSohylxsrG1w4uQx5vM5F86cQUnFcBAbwSglOXFiC+cF1gkWiwXgD40Z8RelJFVZsLm5xubmGGfaqNfjemXQXBMCOOswraHVsXLZW0XnDbSO6XRK09TkqosSEgFM1+FR/feMs9nxeAjEAkDTtnRdFNJTWlGWBSovUUYzqEoyrcFDURSIPmtMCEmeZRC6qLU0WseHgBCKtY11nPUEofBBoaUhIyOIgJce23hsZxmONHIZ75eqKimKLO6jP/dlFQ26amQMTPsA0vXlLvEa++BZLpc0XYf3hkERo1B1u8S7gPOBjNhkSKkoGe76e9h7T9M0KJ0jZTQkTe8GE3S0Xc2JExV5XjIer3H+4h7GnOfRRx/h+ImTbG4fu7wyFgdVywIfDor5Yi/oy8/JNTL5xBEH1A0n/yvP1JFn7YpfBJdzZJPNedp4HhsF1/8coI7++Rp3sOj998gW6JDSMZvu8vnP/xnLdpdy2GvTiyVO7LFsZrHFpMkZDSrWRwPqpsP0AkrWetrWUJQZILBGkeeCLIuN29vWMt1rcI6oigkoHZu9HPk23uOMwQiDkAHnNJKCQimMC1jvaOaXs4JyKVfPlBICLeK/nfV0dYM1juBhuTDMJkt2L+3zmlf/Be68404efuDXGQw040HO+ccfoSwH3PvyV3D7Cy3LuuXjH/sY+3sTpnN35Bg3Nsa84uUvZHP7OEVRsnPmQWw7p8gEVZUzHg85cfJ41PzxlksXpgQvOLVWYWzDwnR4M6HMJKduuZ2NrROMRuvs75wDYntSYafYtmOyO8R7x/ZYM89GtKZEqQGjKsf4Ghly8kxz56mTTCZz9vf32bplC5kJ6uWU9bUNRsMNzl88z3g84hVf9XLOnr3AZDJnbbyFsw7vJN5rXOm4/aZtOuuYLGseP32WndkOw3FGWUjsUHH7nXdSlAWN2e97WWuEWGKMgHxI00SXk8oCzgS6zpKVCqklF3YuoTPJeD3n+MYJlNAs64eRwiKVI88VgthP46Bvd2cszkHbBAZlgWbExhi6rmVv/xKLxX40dsPzHD9xkrtefA/j9WMEH/iZn3oX3/Cmb+JvvuMH+2ZBgmwltOfxJkp0xHvw8Mh85SjtD70mrvdIrR63JxbfvuzKSjy9PE+Nwg24wd0rDvW5DQTqesp8vsdkegFj2v5+bfDBYZ0lIJEyI88ynPdMF0uaJvrKpRJ9rUPGclHTNB27F5cEETOatrfWkULRdVHjXsjoFjqIDzvrY9cw53HeY73Htl1fQW1XxyxFdF0EMUQIi8Bd8QDGoOJBKqX1AakUeZGxub1GVkgm833ufNHtbGxt8lWvegl7lybs7O1TFRVage0aiiyn2hjxqld+NXXdsaw93reEYLBeMBiUHD++hVQCZ5bs7u9hbIPQoHON0pq27ZAiIHD44AleYG1H23a0bYPSGUIIlsslo7UYkNdK9RLTOYNBDsIzm89xzmCaBUIoikyRr62RZwLvBE1T431gNpvTGoPM4rXIck1VbRB8YL5YcPLELYzXxmR5Fiu8Rdb3UYaiylmXYK1jdzJjOptz/uIOAsHGxibD0QApJFIIsqzAE1AIqmHBYFDFpkW93lRRSvJCYK1HSyhzjcokQgoIUWm1KDSIeN+dPHUTk8mUnd09ujZWMMd7Caw7kMAWjEcSrR3BN5SDDYQUqGWUyTbG4r1nPp9z+tFHGAzXyPKC8XiD/b0Jv/e7/56XffUrWN/ciPm2vcCX6hsvwZMfnm9kEA5vc3XR9BXvTKlOzwjJKDxVhIsPpw8sFxNms12m04v93wKBum+uDhCF3PIsx1jDtI4N6UEwGlXRXSMl5y9cYn93xsOfP0fTxXaOd9xxE4NqQDVYoxpIsgOj4Oh1+F3MZ3dR8tiGgGsNITi0IjaSkZpMiSh0piqkaEF0q0YtcfmvAYWzsYrX+dAPQoKtYxtkpWZ/tsvG1lczGo549Wtexp988n4eeug0t54qyZSgrZeUuWY8GnL8lV9FCArTBaydYW1NZ1cVHcwmO8wWc3b39xHKMRxnsThLZ9RNi5IBJf2qitsYQ9u1UVm0XyItl0usMQAxs0oJBmVBOywIwrE7meNMi+8WVMMxeVZSVCMIDm87bNfQmY79/Rkqk6g8GpY804w3huxc2mU2n3LXi17GaDxEqmjcpcix3qKUpCgzijLDGMuDn3+UC+cv8ugjj3Hi+Cm2Njc4ftMxiiKnLDPOn7tAXdcoL6kGBevrQ5p6d3VL5aVCaVjMYqLBoIpuohCgKFWUXVcZtnX44Dh16iaEkOzt79M20R1YlbqXBXe9W08wGujewDYUZe8e61cSvu+yVy+XnF4+ysbmFuPxOne/+BVM9+d89Hc+wq2338rm1gaEA2lghVT6Op3Zbugc4gnjdQdeoavcUc+z2tpnAckoXItrJVUI+jvWAwbvG86efYSLF8+ytzdnOCzJi+iCcg66DqR0SBVYNp6utbS1RaiAUvEJaBvLctHyp598hMcf2+M/3bcbVVaVoG0DJ06sc/ttFWvDEYOsomvaywcWCgQKmTVkMqpkLq1b9fA9wLqAEJ6MDkcHGKzL8XgCLZmKufjLuibPS9Y3NuMYEARbG8fZ25/w6fs/jXeCkydP8brXvgEtKhazmgc/f5aLl6ZxP7bBuJbF4jwQ20Qu6zpmOvkWkCBz5vMJ9TJWfQ9HQ06c3GBQjRAoppN98kJTVQXr62MkAurL3yVTYjUgSRzCt4xHJUrnqHKNdRRFVnDhwuMs5nMW+xfIRy15NeDksRg411IxKGMsYU/soWVGlZWcO7eH1ILj9QazRU3bevJS4IPh4Qd3qcoBL3jBKU6c3KCul5w9e57l0lLXHfPlFKRna3uLO194ay9IF5MDui5WwSuluOdFdyOVA2GiS9BLBsOSLItZoKZbkGc56+vHYwaYs+ggKLKCYTlk99I+zgbG4xFlVXLy5AlCCDgXqGuLEB4hPPPpFNPF1qnDYUFZ5igt4mru1luZzWra1vSqqJHlck7AM6/3MK1hPp9x36f+iGY+5Z6veiUEj+ssOstvYBRikd9lA3AoXveUeTLri8TTwfPYKFzpD+1/rmkQQr95vPGdNZiuZjbbZ7mcxcBj35bN960NnQvIvlo36vj7lfyB6vslOxcwnWc+a5hNa+pFRyAu/RezlnrY4ayJvZNDDFALEQhKEvpexKHP1xeAkBLZR+xCiCqqcCBHcCDO11fj9l9bSNGvDHLyomBQldguriTyYkjdNEgVuHjpPM5Z7n7xixiPR9x2263s7SxZLmrmixlZGV0eXRfPo7c1dR1balpb9zvLWSwXtE2NUgKdKfI874X/JFmm+94Jfc+IILCe+P1E7BQmhSTLc0LwmK4jq3KQGhcEQsa+CzFFFmyA/EDd1LlYLSwcghxrHa0xKK0IhJUYoPMBITRKS7rOYm2gbQ3DSlLkWQyEd4aua1kuW+pli3MWrRVra2sUVUGWSVpj6DpL11i6zqC1oixKnG8wNqYEZ5lmc2OI810vlbLk4MJIpcn6OotMZyitcN5hnI+V3pkm7zvieO9RqsPZDus68iwjVnxIBoMho1GFMQ4IlIXu7yOB7dOFo+5SB3VgPtsnhBgDOH/+PIPhiBe97BWIA1ntcJBJ1hvoG4z3B5UpT2VoP2JCVs8cfGGGJfGF8Dw1CvKK/98ggLX600Fg2rJc7jOfXeTSxceYzaaHNg5Y57Cu1ygiumYgNuRROQwGxcoohBBbXVrrkDJw7FgWB0ApaOvAcm4w7YK6G0Amqeum19Iv6Q4knJuGgwdHyZjdgjexraS/vGwwB8cgJVnWRVkOqSnLIVlecvzkkELHWfNkMaWzlsGwROebDMfw6U9/losXH2U4LDm+eZJv+sY3cWLrGI+ffpyP/+F/oHMNxiw4cfIFhAC7l3awncVay3QRtZoA6nqGdS3FUJD11c5aB8pSMl47wYFmk3P0rS49BMi1ZLI/RWvNeH0TYyyTyQSZ34QSAuoanMFayMqMwg3J3RbbW5tUZUFtAo2tCWaJkCWddVyYTFj3FpkLxusD8iJnOFyjLAXeS86f20MrRaY0Ugqc8zz4wGmapmZRz9jb26NuoiTJaDRmc+MEgZbZYspy0TGfzZlM4v1RDSo6a2jblrpuUNKzsTXmVV/1VTx+9hwXLl5kbzLFWcNisU9VjaNirsqicqo1TBaxjWqRF7G40dpVY521NcG5cxPOnb3IeFiQZYqtYcnxY1usr4+4tBulSrSK93CWefb2TJTFyBSz6R6LueH0Q5JjJ1/ATS94Mfd/9gEu7E15zdd+PdVggNZZdCU5H5tzXPe5ukxfKcLVMy15aIuDWoiDivDrGYBkGJ4JnqdG4YArjELshnP5JSCqnPbZSsIChvl8n0uXzmE6jxSa4SgWl8X00dj5TAiJs/HB9e5gtQBta4g9fx3OBrSCW27ZZDTM2dyIctfOW0bDkvX1Cp2VfeqliV28hLpcWRpC35ieGAgMjuBFHzS2seNb/2WkjF21tJJoXSCVQGVRjlqI2Js3YGnMgsFoyEhqjGnR2jMcFpw8eYzlouGxRx9iMZmw2N9jWU9RueCue27HtzW+W3L28UdxIdB0Dbb/jtWgIoRAa1pU7pEotre20JnCOUvdxBVSNRhiLRhn+pXQQSqiQogcZ+NKIc9ycp2RaY3tlgSfo7IS7wLGOhaLBbPZnOl0ytpohNI5pjVkWlEO1+JqQEo21jdZG40Yj9aQpQIJi3lDlvfupf09vHM44zl27Dhra+tUVYUxhr29GV1nEQLKomA4LBiONLu7M5qmoamjAXDOMhgMKMtosLMsB0ZcuniexaLh7IVL7OxOmM1qqnKEUorBYIiSUcNpMpvQNC3LumY4HJBt5EwXl/Ah4KxFy76fQzCsrQ8YDe9Ey6gHZWxHCI66qRmNxhjbMp1dwIeAVgXb2yOcc5iuxVYDnPd0LtB0Hct6gbWG2WzGf/gPf8KdL7yTO++8M16XEHCdi93j1OFn6Fpcz310ODvpkMEQVxqQZAieaZ7HRkFwdGZzaLVwZNkaesPQi9FhWS6n7O1fwpqYu15WEmtifwNnYytDISTOOby3uO5ynnfXGkLw1IsOraJA3YkT64xGBWvjhrpd0pmOXOcMBgN0VkAAZw2EqOB2UGMAIII/8A8BHtE3hQePwMZK1L4zl1JRTVTpDKUFOr+8khDEojljDVtrGxRlxf7uObRySKnZ3tog10sefOBRzHKJWy6pbUBmcOttJ5icv8DkwpyLe1OM95AJbAc4yfpGhSfQeYPOA0IqNtY3CDiabkHbGZCxsA6iyya2hIy57gIFMiqRxp4Qug9Oa5yJKyWdVzF7ysb8/LquWS6WtJ2hKDzWWIqsZDAY0LQNQQjGozVGwxGDag2fBVywLBdzlCogE8ymk/hZC0MIEudhvHYTQgjmsyVCeZQSFEVBWeQUhcIaQ71s6bouSmfgyYucoohS5EplxALDgLUtFy7tMZnMWdQtRVlSFDnD4QDvFdZ4FvWCxXzJZDLnzjtvYzQasWxjFXQI4MnifUXH2nCL8XCb4GqMaZlMJzhvqRvH5tYmoXXUXQ1eI6VmNBxhuo65M5RlhfMBFwSdiT0xELBcLrj//s8wGI644447Y0FbiFlXQsSV5+Vn5qkSrvP7lSTD8EzyPDUKV95k17vp3KEfQwimz1q5wMULj4K0vZ6NxNg5nVlGKWWlUVnW+5Mb6mZBqQWjQmGamHrYLBbkeU6eF2wOc9YKzUaVs1hmtJ1hY3icPC/IqxLZ10WQSaSWZBkI48i9ww3yWKmsNF2rcB46aVA+RwWJkYYgok8+E4FcBJSOGSrCEr8Xhr29Gi0DlXY09QAfOkphWNqG/cUS5T1rJdzxwpNkqqTQFXLZ0hnDtJmxvjlke2MNf/pxlk1DZwwnbj3BeLTGAw89jLUWKQSDQQx8Hj91DGsN06nCE1VfF4sppmtpmgVbG9somdHamMPfdQFVbiG1orOG0cYG4/E6O+fPoYNhtKGwnUMKw6njmygR2Nvbo2sWNH02k1Ilg9E6y85hvaMQAryltguqMqfIM7Y3b+HCpYs89vhZFvPd2Kc55Jw59xAXdh5mNrvlSDA/GtwKYxST/Y6m67CuoevqOPCOxpRlSVnmDAaaS5d2uXRph7pZEIALl/YQQZLpAfPZIrY8nc8ZDIZkWcb29jqbG2ucOgWbW2vkWcZi1tA0hnrZ4YlZWAHY6y6xu3+R0WiAs4ZLexdWxYqzZkbbdly4eIFxNabKK+qlIKDIB+vQLAjekZVjpBBM9i6iVUa7XPDZz/wJJ09s8uIXv4j10QDZV3dLIeOjoQ7V+HzRAeIrn8UnrmBIfGl5HhqFyxnQ1/7LYQ5WCZdXCt5FEbK6maNUrBbGGqzrcM72DVoCQdC7kwLCW0SQEATBQ3AefMC7GLSWInp/cq3wRY6SkqqKqZZSmCgwEAQiBERwEEwMIwoQmUQgAUleaDwCJSXSg3KCTMXaa4JHC4FGIBWrGbiUAYRASIUWgVwLbFvjnWOsPXmmGA4rhDJ462IGq5cEb2N2lXSxnljQV+pqgsgQMqB67aBBleFsXAnkuYq9JHzsYKYE6H7loqTC9f2YQ/+dpJSxctyHfjUDi0XLaGxwlaXtDNYHuralqZfUywVd66L8R38JA6KXK48BVOs9LkRRwazQFGWOUrE39Xw+ZzqdMZ3MGA0H8ViCoutqvLMYYxAydozrbEMIHucsjXPU9ZK2Wfby4h6lYjA54DGmYzqdsVzGrnlCqtiUqTVkWY6Wsr+fArbzMBB90FwSdCxoVFL1jZ66lQz7wXEv62V/TQPGNDjvkDr2uxYImnaJMbZfZSlUJnHOoJQgyxTBqihaKGLg2ncdVhiU0agsZ3fnEufOnqW47VaqSiKl5nJNPPE5uOIhCof++1Sf0XDFv6//jCa+1DwPjcJhbnSLHaTYxVVCXCm0eNdQNzOms30GoxIhPL5tcSbW+Jg+f562jcqaLlAKT3ZoVzGPPCP4OCjo7EDDIma4lEVOXnqEaPC+BTck+AzvZvFYOgM+xgLyXOG9wFkoRkXU5AektwjbATngcb5F+hJCSZATELHtZpZHrf8iG64CfDs7e3SmZfO2Y2yujTg2XGe5s49pakZm0QdRp3jhQcJQ5TSdZdk1DIaarBDktaI1Ne1+yy0nt2Mcxay0Opjv7fTfGMajmLWT5yVKZwQk1mkOwiXeQ2cDwi+wJnD2PGiVo7xjNp3H76xypnsXWM6n7E4Cy6buz3WOlBVFFhsI1W1HYwzWOwbrA9Y21ljfWGex7JjPZ3z+83/OdDqnaTrufeP/h8GgpG2X7O3GAT3LC8qyYjhc5/yFsywWc5pmSlPXzKaT1X2ldIbWkqKUdCZOIs5fuogSsWdBUYyx1tI1HVpJZK4Yjqp+FdmR6SFlOcJ0zSqGZG2ImkY7FxmNxmxvbzMYxM+ZPbRPURZUVcl8vgcENrY2UDJDoHj88ccAwfFj2xRFgVSS+d4CKQWjQQU+Fkq2NtbRhBBomyWyLxA8/fDDfLL8I9bXx+g8pyzkVSox136uBE919XBYei/xzPM8NgpXTWmu+MeBUbj6Zg5O4F18KKyzLJZzFFk/Y48d2kzfmEUE6NoYcDampVvG1UMQMqaaeocvc0DgrKcoFVmugG4VaFWZRUpwfTBcBNA6FjUNBlmsULWGvIwzawBjNR0C4QwEkCJH5aCkQesRSoLOJFJG0bfhsMTaQL00nLzlJCpTDPNAaxzTSxcYj8YM1wbMFiVCz2OK6KSmDZY2g1wLVKlppzGTan2jZG24QZnHYjAfAvmgoChLpJDs7u7g+5TZznQEAcu6RfY9KwZlhhKKoDKCI86uBQRvsWafyT4E32CsAafY3REsZ1Paek4IFZmSrA8ydC5BQ5YrlI7XfJBrnAPpPMvJgmbRsWhntKYlKzLWNsYMnWexnBKCZTAYcuuta0ghubRzkfl8yc6lSzjve5fYkExrlBQsmy4qlyrwIUp/CKIKbr1oEcQq52pUUZYFZV4SiJLpZZljO8tkMmNrezPKqCxmaKUoi4pFH/xdXx+R5xrvW9pWYYzB2DmhjT0adnemCCXY1hmz5ZKmNjR1rJVwhaWticehBZ1zXLg0I88VKhN0dYNEoKVgOBgCgt3dHarBaYrBEN99LRoPwQA6LnGPPByHZz9XVilfzkU6GmI+MAKHswCTWfhy8Tw2ClcToBdyC1f8XOZAiC14sep/0DQNmYqichDrD6wNKHWgYBrbdnofxd68B6lzvLN4a5GxBJngbd/KU/buDwEoskKgVMAH3ddDxGCtlJqyKPHBol3o3U0H7jFJFwQi2D74rFAKlHbkuuj3c1DHICgKiRCeZfCM1kaUwwKaOZ0xdMs52dYGeVnR+vhdsC3NsiE4MNYjpEQhYRaQCqoq5uCPq3X2dvdjxkuRUVQlSinCXnRrhRDi4OpiJ7GiKCgGFYNBjhYaD3StRS+jS8EHR7ANTZPFHgwyEFA0baBZLjFtC1lFpiWFylE6urCUjsJxEKKbTniC9zTLhs7WLM0+HofSsf+xVJKua1BSMhyOWV9bpywLLl7aoVnW7O5eYDheo6oGVFWF1ooQHMYLpLMUmYsigd4jsXhnsV3X92cQDMbxPUrmdCa6HoPvJxRd16cTO5q2Js9yyqKKyrfWMB5WfQGko21ruq7D+pZgBN4KFosGqSRr65bFYslyXpNlGVLKeP9ajwgSXWmc9cxmSzY3B2SZ6gUcoz+zyAsCgv29XabTfXZ2LmDahmAtIXMgDrXhCeHQ4H9gDY5mEV0lY9En+63KgA4yAOFIUyeOvCcZi6ebZBSeAtZ2TKbnsXaO1Jb9yS7OGZyxeOMOTX80gRzrGgQGrTqyTFL0ipRxVdDSGUnXSRAOJQNlWTAeDRlUVZy5KY3Oyv45iEt67y3WNHQm4B1IGWUptB6yN2nobEeuB5RKkCuBCBU+ODpbYy20DXSiQQiHUjHHXghB29X4IGhN4MK5Gq0k2xsVRa655aYTeLOgbaeIxlHiyUcVQOxZfGnGwjga4xkNy9VYsDfdZbqYkA0zdIiNgrq2RogokNc0LfP5kkGZk+cZ9XKCFBlFUXHyplOUeUE9aQgitsacmBhDGAJZUVEM1rh4+iGElIzWNzF9H4jxdkmmFDnrsaBPKESe4TQ0oaE1Fmct1i3prKfr9YKEVEgF29vbbG5ssrt7ga5tOXf2HF3bUVYlly7Fbnqdazk5GrG1tc2pm04xmUyYzWaMBgVZNuDEyc1YINd2PPrYozSmIa/AO0XwGmMczkXZkbXxBmVR8Zn7P41SghfccQqA/b1Fn2XkCKEmegYVTe16YzTigc9/luVyRlbQt0yNK4IQPPt7+wQfqIY5X/O6V1Mva/70T+9H9hpGRT5GOIMLE+p5wOqC8bDAB4nzEoRCScnWseOUhcYs93nw85/Fe8eLX/Yy2raj61qGwwFCSIwDLfvFQ6DXWIoFglIKkHG1EIIHETWU+rV1/1q+WjN4z1XV+VpdEdNOPC0kowDX9CRdDqIdnpkEvI+zySIvcF7H8n9p+8riuJXEk8nQrzwkZTYk14K8UGS9TIBzEmtjZS2AlJI815RF3qto9nsM/siE60ATCGLPZOfpK3GjvMCBdIGUoESU1PBBIqRGCnBC9C4jUDp2/yLErmLOBazxCAdeCdpW9b0iAl3b9IF0H42Q0mQ6x+VQVoqgBFIHjI49jK0LMcBqDyS7j87wQmC1ejrQ7In7N3RdTdtaMlUwGK4zXvM0rWdr4xLLRUZou1hhGxxBxc50UkKQAtfrEskgMK1BCo8SPmo/aRVjFrnFBBelzftzr3SUAS+qnOGwZDDImEyiS8+5lsViQtvNMbbB+Rg3KoqMqirw3mBti7UtWmcIKSnKAtqOtjU4F6vR8YI8LynyIcYarHV455iFKQtZxwFU5ZTVAGc91rRRIlvE1WjX2qis2zRRVFEr8qJASihKQdc5usaxsbmBd45lPUPKmFgwnUxp2jauzEJcoTVN7NWd57qvVxHg+xRmpWMPce/outigSCvF3mSfzdmUQOzjoJVAENNUvfOEQ+4kIWLSw8FK4vLj1rtmA32/63iPaK2PLiE4lG19xXOaePp43huFq4voDwzBlToulynzkvFoHbB0psaFGDMIBzEAERhoRxTE06yNhmgdyLJAnst+6T+8/jGFWMkbgoXWXnMp3Vmzqli2DqyFXA/ItOof2Li/oogps21bYLTAueg20hryfIgxMbe/7Wo6Z2nbDqUCQQsWdexXbEygbTqcc2RZYDgYoAcZWhWUucStZZRW4Bw0tcPYwKLzNG1LZw3GNFcYtni8xsR+E13XxRoJA9AgxC57O5sEm3P7LbchxZC8WMN0LZPJhLMXdxESvFkiqpitlSlByBROKIbDkq417O8vySrIlGKkNtBZTlkOKIKjlZZLMx8NfJFTVjEram1tjbX1isEwDnhWBrxvmU5nMTBsa3wvEFdVJYNhxWKxz3K5T9cuEIwJuSDPc5rG0jQOYxy28wSn2NxYY/vYSc48/jhd09G2Cy5eiB3lylKjswFVMWRqJtRtjesC3ni6tsWY+FmT/TnL0QDjW7a3t8mzDKU9ly5eolnucfudd2Gt5TOfvi+6zRTc/+k/Jxwo7DoX+y20LXmeMxwPUT5HeE3XdkityAq9agI1m+zTVBWtsZy7eIG1rW0AsjxKbYQgCC4QXAAVEAcy70KgsgzrXJRcUdGBJPqMvhDAmngsPniU0shwWQUA4spgFWVIRuEZ4XltFMIV/7/6npPEGzQAsZo4z0YMh2usrW9E4TrToPMiNoyxFuWXsU4hr9DekynF1qljSEVf7COu2lFo674w7vIBhdDEPsI20JooF+Fs19ckZEgZG9lkOqfIo7/cOxHjFrbrl+dHL6+xUaJ7sYxL/CyD4aAiz3NaEw2J1oGiyMgyxWhQ4Tx9Y5YoyyxFXAF1tqGzotfcByGiAcyLDqlc72vOVkqwhICWEtengzZNlFiIDXaioRwMst7vD3U9RYbAGScJSDywvnGMLCtx3mPaBms6ShVlQ4KWjNfWqALM5nMkgY31nBOnbmYwGOK6jsZ0XJzNwFmsNVhnKMqC0WjIsWNr5H2r1LZrmM3mnL94nuA9w0FF13ezG4828N7TtTG1dDFfMhwXbKtjDMo1Tp8+w87FizT1PA7iXa9cm8fEhMVyijlrKUvJYDBGqjWWy4am6RBEDSrrml7nSTDaiO7DEALzeUPwps84s8wm8RyVZcHG5hptZ5lOlzz22CMxGqUUAok3gt0LC4SE8XoeK+ydwHYWnCXPOhZ1jbUBiSCnRCobhRH77k5KBDLp2Dl/mjNVxumHHmBz+ySj9S2sixOpPJer63cZj1Sxba1rlv0EJ6AKEVud9tpbiHhPx2y/WIEvZHQvxYp+H9NydbIMTzfPO6MQDv12sB64dibSwYpBrvyfQsjYVS0vKctBbM2pFVI6bJfhnEEYG1Mk85LCWXKlKAdF1MY/fBzhsknytovlEIeORSoRaxPE5WCs8xYhFAiFlNE1FQfj2CDeHgTGhV19ToxLhz4objC2wRjRp4gG8izKRQQf9yMlSCVX7SdVACkCndEg4qolVg4brDtY/ov+WA5WQZLMBpxWBATex0YwmZR03oOLXeGUEmitV30qtJb9sUZ3lfQwtRkqy5FZjs40ZVWyNhqwFNAAWZYT+kilzjOUkDhjUVowKHLWx2sMB2P2dy5gu475fIoUMvZrCL4PQivyIo9uFCno2o7pZMZ8FgfSqiz6FqeO9bUSIUJUl+2NnJSSoijRqiSEx1jWS5bLZZ99IwiyH6AFONexNIHReIs8z/p4UEZZWWwXM8GsM0DsvleUGkIM5h84XuK94enajrpeAh7vx3jnMdYxnUz6CvY44/Yeus4hleivV7zTvA14FV13TVdjjKPIcqQDYwWhz7DTSqKVQCtYzPbZ27nIxXNnKMoBo/WN2JUuxAnP0Sqg0NdOxHNt27p3hwYcAWTAdiBlgdQFBB0nO1L2btD+mfGhvz+TQXgmeN4ZhaNcT5flgIOGIpKY79/FV1VJno8ZAYRYqEU/8O7PBggZlS2L0KGCIzSz3gRFfHCYrmb18ITVf3pdoqhnIyUUhSTPS6CEuEdA0BmPtZ75osE5g3cda2vraHX0knZdfOhny4a2dbHb1yF29xbs7C7R+nL6re0lk9rWx1z7QtKZeIzLZYM1gfbgDAaJ91UUAAyXA9dK5RS+RQUPeX653WIwq31IGfsELOt61SrU9a6w0EGTNYRhiBXNxpLngaLQnDq1hhLbKBG/62Q+58HTj2K6JR7PbS+45fIgHBZMZwsev3CO+XLJbLlgfTRGK9XPuA3zxYTlw1O0kowGOXuTPSazKbNZ0/vk92mWUddKHhMMhwPWxydZ29gmKwpms4tYYzHGYlxLEBZjHZnO0bpYXcssB0KBECXHjp3Ce8+Zx8+xvjFkfX2dvb05Xdcxmy0p8oqi1HgfaOqG/f05i0VMSY3fLV7H+TwO5mvrDVpLNtYHTGc1Uiq2ttZpmhrTddx0yzhqbzUGnSlkfrnYrGlbvI/KqXmpsKbj0mRBpjS5Lrjp5Mm4isoz5vMdzjxu+MQf/D6qKDlx8y19Hw+BlYo8k2gtYtGniLIwwcd4y2R2Edu1WNMybXZp2iV75/fJizWqaovbbruN0doao81jh549jVSCcpAizM8Uz0OjcNhpdPj3K4LKqwpNASG6kYTIyPKKLK/IdYl3BkRA6WgsgveU9TIu3YWL2kZCEWyvmurdquLZ2cvd0Q5j+4wUJcLqwb+y33HohfC8dwjZ+3C9ir5Z4Vapsdaa2DzeOeq6idpMziP7v3tP380tAGolYS2IM8q6qVFKkVlN18VqXmNMPwuNqxTRVwpLKQlB4ZyIPmNhiPpLR1MJpRAoIfqVTvxWbWeiDIYUeB/dYJ1t+2prT2NbZosa1dg+EF+SZ6C1JysqVJ4xKEsGg5iCur65iXeWRd/Mp2st0/mcznYE4bCuA3SfNRmDt1pJjBdMZjXz+ZJ62SGloCxzNjc28GsSgqQscrSKfRb29i/iQ1R+JfSrAg+g6RpLyB1CdHgnVi6gLNdk2lPXC9rWsLu7h9Yxfbmpl7RtFKMzuUUrjXUG01ma+vLA7X2Uz86KHIlEa0XbtFgb00mrqlolHHgfMNYzGORxBdaZPoDM6l4yJn6u1oJMZtgQMK1HlXE2n1eaPC/IsmjgPLCzEwsFvWnRKuomdaZF65yAAhcl0+tmwpnHTzOd7tPUu1jTxjRaM8daQ7O0ZHpKUUxYNjsMhyNOnHwB65tbjNe3UKoCZN/8TfUS3pefhcSXnuedUbi8vI2tDa9pEA4TZEykRiFlTlGtURb7tMUC27cp1H2+f/CWgd4hOIcIDpkNQR4YBRdTSTu/aql5LTq7xDnL+ni4KkS7FtZZjLVkOvrzQfXH4ymyCusMnW2Zzts4oNtm9d5cKkDinFjJfEtZIaQiU1nfj8AzX9R9j4IcZ2P2UdMa8iz2PIixjYMZXC8H0UIIBkRzOZPkEEqIvofDgcETtG1H07VkmUIEiQiK1lmE9wgFjW3ZXUyxtvv/s/dnv5Jld74f9lnj3jsizpCZlTWSbPbEZt+WcK9wZUOCBAuyNRgCZMDwi+F3wy/+y/zsB+vRFmTLggC7ZUmWbneTTbLIGjPzDBGx917Tzw+/FXFOVmWRrOpu+aorF1HMk5HnxNmxh/WbvgNTGPBmyzitxMGzHUaIgeuLC3a7kWkzMD57zn5/x83NSz757Avu7486D3Hqb53rSpWK84FaE0LF20Btws3dwnGfWebKZuu4uBj58IMPGMcB5x13rw60llnzni++eMX+cNRzGgbGYaJVg5XAcjzSasbYSlp1wJoKXDqPnyKvbl5w2M989tnnhFCxViuEZUkcj4ez7eV+v6De4J4wKDmxFG1b7i52eBtBhOPxQE4ZYwxXlxeAoTZFPuXc8H5EpGLdkXVVxFf0obcCK3FQ7+jgRpYm5OVIjNrzjztP9CPRa6Uq0vj8y0+5v31FWWbCZgNFSIeZOBiCAckzy+EVL774Bf/Ff/b/4Fe/+iXDNpOKaoENBry1+M0V3kS8CRz+ek8cBv7kR3/GH//0Lxg2P2WwFsRp4PYRbPzmZ/Xt+ntZ37ug8Hutr4J9BCB0y8Yt281TWmoclwO1eUq6xPkjQmFfLE4akxNaWt7w5g8rxECMajHZamOeZ3IqrKm3LXpQKEUzvlrS+eAEzdI348A4WJw1zKv+vmGwRIk0CVrWl4pIxLmAt+r3XGtjXhIb53uvWyuEr7pq5Zw4HhdiNwe6uLg8VwYxbDAYcn39cxpjCX7EW5ABJjOgcN5MLYFawcSxh2PLko7YWRiHgDW+m9wELI7bu3tla0eHsw5M5Yu7z5B7nQe8k1bGGNltI08/eM50seWv/vrnHA5H9sdMqX0gH+VMr81FFWQjYIxQi7AcVK+oUgnREqJVP+lW+PLLzxgHNQP6/Avt1282I7c3K8djYdwYal1U7bVpu+PqaeD6yRXvPHvCYb8yzysvX7zqFahwd3MHGH760z9gs50YhkiIW5Yl8ep2OCcSMcYOOMgMw6CEN2d0BhI883Gm5MKyHLUd5wN3d3tAGAaH9ypCKKURYuQHP/ghX3z+gvv7g/qIN4EM4qAa4cg9qWiLbzNM7DZbJRQOgSE6LqYttRa+ePUFNzef8suf/Qve//GfE4YNV9c7rBRkPVBr4vNPf83//f/2n3BzuCeMiXJ8hbfwdHTEoNf/1fIFDo9noDlPzpbPPvuE+/s7/vv/5r/i+slznj1/n7/4Z/+GVo40HqOT3q6///U9DwqqsiKv9fb5+teADpqVgRrCwDBMOOcVa18EY6ULt6lQnWImHxBFIobaHK3pIFWRSI4QAhhLrQW7rt1hTFjXckZylKos6VrW8/tZF5WD0HQQjFMTGBVoqx27b/BnvXvX/Yy7/r6t5KqvWQvLWvtQulc9feBba6WUgndR388/9LMfB5FOtD4P0K31GPcwXxARhc5anRtsXDif4nGISKsMMWJtwNmAGA8N8qKbtfdgjVNsO5VaS2+HLDgLLXoqQmmV/f0dx1k36SbtTJk9M2r7/zWp5+vcmrb1sKIbb+dbCMK6zCAFYy3HWTdfa61CTUujVItpFUPV8+lUnDDGQAgD46hzqWFY+vk3lE7q2l1sOtNYeoJgmNJIWaEWlQlX17SmiBxjiEPoDGrldeRcMCh3xPvAvs6IaFBwzmGNiiZ6F9jtLri73TMfZ7K0870vnTPQUA9ynSVFZXcbTQh8sExjpDZH3DuWec+XX3zCsx/8EWEcCdEiudFy4ubmS16++IzPP/+E6hpiFIHkjCE4hfsKYM2KQd3ujFXezzwfORzuERHu71X++8/bqt9jvudb1v8A63t8hjXr0MaR4XdnH10AzHjiNCBmZHu340jlfv+KWu9BDgz1HhdH7OYpbdnrkw2sKXJzP+LkHmvKWWICwI5brAgXRt2nBOHubu2b4dc5CgCtqv3i8fCQpae8YIxwOMwMg1YhKSmkD1SLp7aHWUYMEL22gA6Hl2ctItAN4jiv502+1lMFsTzMOARMr2Zq0YqmVp2vWKvew97DEDbkZrhPDWfucS0ThytOujnrMnMcPNZMOBcIPnBcVkoumhc6iNYQzZZgPdsx0LxBnLLES218fnPLZzcvkFZ0uFoy87rSpHbyHX1zM8ToMBZyP1aAp9dblZg+LExjYIiBu8ODQXRKpbOL1XPi1a3KYvgo5Bmd7bjGZop4H1hmuH218PLLj7m+fsI0Tfzkp+90r4cjxjfEwLxklvlASYknz95RF7XdhgNCMoZxsyGt2hZKaaXUyridSLmR93uWZcFZx/vPPiIMHucNh8Nev2/cUVtBpDHFLdNmYndxxXZ3Q85HcnHkXJmPK0UqtjZ2cUMMgc2ucf3uxDSNSG1nDo53kegt7z35kNubV/zX/+1/yZ/+039G8Bu9IZxKb/wn/5f/Eze3L2ByHF58QVln3v/gfYREKvfgV7y3vP8s4vwl1l1zPydyEVJe2B9vORz3vNzfsUrhn778BbuLHzBt4u94Tt+uv+v6HgcFOEH8HimvvKFCePh36awrhyeELdvdhQ5C1wOCRVokTEdciIRhQ2kVqQUXBkZnubCGdbHQFuD+rJtkqiKX1uOR42FhWco5c60K+8FgNPt+PAsXc2Y4i4hm0h3Cuq6ZNZVuEA+tgA/gPL06UCnrpoZjhBCordGq+hnXWqkqmIl1dHvPRpoL1hlssAjD2bxHoZ0g4vrmWcgZSjGUtCDO4/yAVM2UQ9icg8JmugRRddQTFDblRCuqBVRqJbdCM1BcwXh1b0McUpTPkdZMbWpqsx3VW3p/mDFYrEVZx7UhRVijviYIFxcbLi63tKbcgBgCm+2G7Xakdn2r1lT9tvQKzPV7xA06BJVSKa1QauN4nHGunGXDrRFCdFhnOM4zOSdaa7z7/HmvetQLwzhlMNeqEhMpr5SacXZisxnYbLasy0qtFWtgKZl1XdhsNgxxYJgi83pkvjvge6Bf00JeMzVXwtOJZRE+/0yJeMuSVSSwQ1e1wrVcXFwh0JnOEWcNaZ1x3hHiwH45EENks9uwzDN3d/dAxdgGFL788te8+OJTDsu9Bt0++G7BcFjvGWJgs3tCcBXnGnEQKoYimZxXWjXEYcNYu1vfurK/v+PT33zMhz+4Yto843ejBt+uv8v63gWFx2R7sOeg8NtvsQeUkuSCdYEQdmx3+gDtjwdqnWg1weaI8w4fNyp41ypxc42JBhcMN68MOXsoe4Uw5gIslFrZHxfWVdEmqggqpFzO2kcxBL4qu/H4z4eg0VhTZl31Z1uFsqqtrguwmQblIHinhj0GYgw6lDSQS1LpiawUDetUkkKqsNyv+MERpqCAQQ/OdX6DNbQaVHStreRkeoVR8MPIdL2h2QBiGMLmjCTZTpcYE8k1KwLKe/y8kHOhVCHnyloKoJtts4XQ1AMh5dxtOJvaeFp4//oCmqHWF3gbcMbQ2kpaK/lYIYBxlug9T59uePbsOZ989itKqWyGke12w+XVjrQKac2ktDIvmZQzm43KTgOEsMHaQKtH1hXKMXM8zBiTuHp6jXMGh8qbWyvc3+978Db84IN3EeDLl7dkH6kNSlmVqFU9a1ppTWU6NpsNF5dPmY+JtGb2r14wl8K6rjx//h6bzYYweF7eHfnsi8+4vnoKwOFwz7xfyWtls9uR8sLxxT3znCil8WTY6Pnu3g4qoncNKCptGBwWYT0e8SGQS2I/3zPJxNMn1xz2e+7v97RWMKYiUvj801/wi5//C9Z0pHU72M1uCy3wxavf4MI124tnOPY4U4ixMheYUyKnBcSx68dgjed4+JL9/S2//viXXF3/kKfv/BaUxpszuq/Nyd6u376+d0FB129BGz3+ltfusT6o9BHTCrbCJr6D300450jHRFpXXu0baUncv8wc9p4mhuungXVdFWeejyr/LFev/QIR8KGxLgdanrl+4sklsSxq1O5D932ujZIrzmvra10f+AWtau85jEKrllaDDmiNUNZEaxay5T4VrCv4uFLrljQM+L6xx6BDb0Tww6m3HBgG1Ww6TjMiqqeUy4FchGWFcRwZhpHtZqRW4TgbhJVaM8fUiAWiWUnGIjZCXgguEF3g6uqS3W5HaqbPMDLtMmLdzJdf3LCWwrrqfMZ5/U+rPKvzCqOVybospLTw3x1+AUYILvaZETjniYPBOpXm9t4xREetRz757FfnDP72/kCumZvbO0pWuOo8J7y3TFMk+KDB1w4asEpRl1TxjMOW3cYQguedZ085HNVG85PffAoYQvRIU2jrr3nVEVyn280wbXaklLi7f4k1huAi1kV8CIyT4csvb7i92fPi81uGaeC99z7g2bN3Mcbw61//gpQSu90Oax3ldM6sxUXDX/33n1JKo7XKs+cTu8uhb5YKfb643LLZjFw/uWCaRqZpIM9HWs603YY5C4f9HX4zsKZ7fn73GYbAGCZe/ObXHO9vuDt+yc//6md88cknuLYAXSwSNf95tnuKs4HD3YHdkwv8EGDw2JyIduFqcrQi1MMdJWVqzuxiw7WZn/3sr3n+/E949vQPmC7iI2jqoyf0kV4S3YzIuj63e7t+7/U9DAo9GMhv7RS9oULVSaqxFhHF6Hs3QoSNrLi2Yon4+YpqFkydMa2AVEwbddYpCWejtppk6Bl1Q1rpd7SDFjBSqVkoGUoyeGOxuC4eJ+QiDNJF4OrDQRozYIzQ6qpSBqUhwSnixWggFDG0oi0RYy3rkmhVzhIFJxx8E8WuPzCVlY/gg6dWg1Sda5zmEM5VrRhcOw/TVTK8UgXdQNdC8YbmDL42rGkYbxRzHwymOkrJYNRpzPvaBdZsh90CYlVBswmmNkwfWJ5aUSLCcdF+9TRGTvDjE7tXEG1/WYPzDkFUigJl+tZaSSmfhQhPYn3Omy7Cp/8ZY5R30kXttO7UmcXpXJ1uIEV/adA9cV5as4QQ2G5UDl2AGEcVlWsVMR4BbfOElZQWUlr1v5KJomgoZTMLyzKrc5ooXLmUQq0VaXQCXOocFQ0Etntet6as4xBU++k0BLYWguvcEyNUC82BaUXbeUvChxHE8OLLTxmPI7fHF9y9esHxsMe7hjMgPNxH3k9gLFKbzqC8wTUPUrX1iXJ5ck7UonLj3oKRymF/4Hg4Ms8z41YwTroMeb8tRK8topWB8AB6eLu+3foeBoXfc72pS3OqHqz2VJyP2Dpg8XizEEJiWS2jmdm4A7vNJa1VNtMFeUhcDDNL21OrShrM88w8HynHLzUwAKY6PCOf//ILUlk5FiG5QjBKbmoGqndcbwfG6B9dQMP26QfgHPv7X9HynrIcgC3Weaz76qV2IBP7V/eUfEPY7PDBMQyOXLR33UqEvtHNc+rSGA8npiRzBljNtZHXk0Nd6yzror1qPyJi2B8XigecI/gtvm/kPkaM9ZjsyCfIbDIkX4hxi4jHmD5bMQoQKDlTskJVT1ljHCLWCXJYOkFvxLmG0BhHz7quXa5CSXwhjmqDaQxVFlR352HpbEWD3ulPqYJzlWhmasqUXEl1xRrleJC0DffliwO1VXCeceuR1qjpBBs1vPPOc64udrz7dMdnL77g5v6WGEcMluAiOeuc5NXNb9huI/v7HfOsFqZxcEBmmW94+UrORMOSGiU3rJdOWivkpZFXIQQYR8du44kBci60ojIq1kEIhhgMNmf268JnKfHObiI4xyrC1bMn/OjJM37zV3/FvE+sq+HucE/lhr/8y/+MaTOBiJLUliNPL68VITBAsBFrHSZEaBUphfn2nvketpc7DRpiuF8OpGVF1vTadZAi5PvEzc09X7x6yeXTD84V1mmdABQaEHoCE8Pb1tF3WG+Dwu9c0slrnIOD6aJ2qsXicHEiaLrKZtqSnSe7gAsDTSrj4BkkUuvIULy2SGYYwsI0TMzRIVJ6a2PEWccv/1p0kGjAtAq1siwzKRXu94m7/RFjBFe6djaGd2fpiKNFe9RtoJqAdYpXV3MgUS5AM9hi8WbEOk+rTbWTWqV2rZm0HHDW0pIjjiPWOWozWKMQXGUxn0hoD+X8KUGzVjH7wW5oYqhZ2cxiDHldMaIZa8BpldHy+YeH4GhjZLe70A2FmVIKGOlwz5EQBmKYOit3pdVMkUKMQdnWBpqcZEqaqql6r1o9Z7a4wTjP4AIilmQNMXgl0hlHNVVF6PzJrN6coblCorSiGkHWaJxFfQ3u7u5w3nQ9J0vJldvbWZm54tjtXpHSwvFwR8qJUoT9/S05J8bNlnJ/oLVCiIpIOxxnSoJStHJJ0qitUpqyqWuplD6UH4LKpFOUg1FqY4iOEC3TLoJV5rWx6lM9jiObYWT0Oic6fVYxhmYMF9PE6AOuCddPnzGOG25e3dOWiuTKYX9DKyuDn3A0xuAwzneRCumDdIcLINXS8NRlVbG9xxV5lTPKyVqddej95CgFjvs9r758QfmDjPNe5yBfaQWb/j9QtNnbefS3X9/foPBNN8vXKs7HchgPejGndoyxHhMsvlUMwjhOeOdxNmBDpElliPVcZISsjNRiLUNYScOI96HDGw2XV9dM08jNi89Y1hnjg8IH1wX36oa2Fua5cCiz6uCs5SwjEZxnO41goFlHc4GWVFraGkOpQq1CDFaF9rJgGbA2sra9to3KCWllyMtKNYZWPJhRHeJEwIOzKjtwHtU/Yl+fWifWqXLq4EZKg2NH72BMN7cXsI6KwzthcLUHGasS4DGw3W6714NWHcYq6W+zvWAat8QwUGvleIT5OCPiiENAmkp5I6r1r/BZ7fcroe10La36H8QA3fIleOVvGKAYQ2kV7z2h+19ri8gjqL+GNN1AT6u1xuFwYBgCbjNSK+RUubtbVAq7Wp69e0tKC6+AMUa889y8usdYUQHF/aL3S9RrNS9JN9Sq718rmFLPvteKkqpngT5BkEJv4TXiFBhGT9wEclI3QBcgBs922jJGT+yfL3qPj4G1JJqxbMeR4DymCpeXagi0rgtVEk0Mx8M9Ugp2slgjWG8xzmLE4FpTeQrrcB6agdacWtFK5bWoIGCattLOHB4UDp0zzMcD9zcvH+4FY16TZFfejD3fg2+rhO+2vr9B4TstozR789i7+fUoEoKjIVCFACDtLK1hgNGPiGtInMllp7LU9lNyztTqsOUCk0c22x/i44INQq4zpSam7fs0Gs000v6WklbqUvHDhri9ZLfdEnzAB0UA5Vr55FcfMx/3LPM9uYvo5VCgVdqyIn4CG3DeMcbAxXaHGwPGWYa4qrd0zdTFkkU4rivTNLHdbbDmqOgkUXtIa43Cm04hsFVUDEhJdLvt0Css4ZhWasnMh3ukNYr3DyJ7/f9yVQnuYRhw1uCePNXKI+pQvbWZ41F9HtZ1BXEEPxKmRs2JOh9ZFoWKOqsSET5EnNeY7l3VQXQR1Tv8LXtIbRVqH+iLzggMlugH7BD6JqT3SGuiOkS2YdbC8b6xzJX7V4n3PnjGe+8/Iw4eYzRILelILYmLyw0pr7x69QXGGLabiAuqvpvySm3SSYza9jFOZyDWmk4ATOTc2Ew7amm8yDOhD9SHTVCL0UVJitZYnm0umbYbLp5c0zhibCMGq5u6N2yGJxhgf3+n/hJhVEi2EZ4+u2aaorZAD41lnllTwY8eHz2sB5SAnPH24jzTUXxvxXlV+32MsY7OgldvcRcjIQaomSbCvi2seaGklZN3uc5i9GuVCX8bBP4+1vcuKDyeI//Wb3gDy/nx8FBor/2jsYo3d97jRfBeSWjSqnrz8vr7OBeVT23A2ohBqKWR14IlM00XhDggNmOSxdqB6LQfHaIlbXaUtLIuCRdHwnSBdxFnHcMwnp+1ZZ8Zxx2lbEmpkHKhlgM5LSxFN/1mhBhVS7+NDk/EGUe1FnEZJ1ali1tTHH2BmlXKWBCq6LNuragtkdGha6vtLN6HFYzXIavQnbr6v+VSaWIw1D5EpktvVB26yunBtwqj9RaxXfo6ahthHAfGQeG8a9nTqpK2Wnf1sn3DtqdL+NXr/DvXQ8XYuiKuOpQ5Yj+G02ZlDITg1ZWsD+5FKj5YhsEzTkrAEhFqqb37Z5UbUiolVxDFTVnneqXz0O5SFdLeP++tMOfcuVozJ30pb4ne4Z07778i4J1WQsM0EgdFtjVx2B7YrFHhwtYqGDUMspau5WS0+mooEmtSspy0wloFxGLpbmoI2IZxOhhuUimtklqmGR16l1y04pJGbd1l0BjVZBKh1cpaGynXzk43r1cBp5buVyRaTkTDtxXDt1/fu6DweP3uW+Vx6+grPymKljgt6wesj4wiXVoASnGUlNnfvXoNCWGtY9pc4O3J03aitsbx8IqcEiF4nj17B2gs6579/ZZ1rYybyDgOXF7uWNcDuazcH+/O770eG1Isbtiw3Uxstxu20zu0VvBeNfOXdeY3v/6Y25uX7O8zh8OBdU2M45Y6CWMEHyweh1SHFctghdUYmlE1T6mQD0vP1mFhVqKWM8Sx4q0lYsk1k1shZenSDxXxow7qi5LzkoB0j2pkJiWYV1VAFWlnZdaTAihETNwwbQJD9GwvJ5UpDyOprCzrzH/73/wVJX9dhdYY6UYufz/LWpX82G4HZQbPub9uub6+OH/fHO5oYnj27si0fYBH1lo5Ho5sthPTNPHixQtK0TbR/f1CLoWnz0aMsUi1avnkIY4CzdCqQpQxRkEPVj9zbQUM7C4jo98S3cg+vdJNFbiYJnbTxOb6khC1Kox2wNn+XhiCGF4cbsE7PvrDH5LnmfVwg7t6RjWW/W3i4mJidxX5Yn9PVjo7wQSM75/RGSQY7GBwTljbwlITh7wyjg5vLcf9gdQKa81IaieDE3KtpLWyzAtrqhwOidoEH4bennUdOfXNPITaamexv9VK+jbrexwUdMP//XKIU9Vw6rernaCR3kc/DVkFXLzA+IaPlZoXSlqYD/suAWEpUmhiSNnjgu6Pm+0W5/1ZU8daQ0UZx9vtE4QFHzN9OsiaBesGRheIw65DWwt1o98iqNdtSidTE0Otjpo9rQQud+8y+AumeEkumVqbei6HyGba4GPDmIY7qmuYkUpsdMvMBWcr3lUkZ1oTxiLn0xAHbVM46xmkUaVxXAtgiT5iR49xhnocqK3ipDCFHdZZihicF3wwjJNXyOZ0xXxYOe4XWlPc+TReME6RYQiMk4rtlZbUVe6w4Iwl+IFhvNBhcCk0WVQ2u0NojeHMOjZWePwoqHFRwLmMiMUZZfa6rkXlrMX7SG3yNcVb57SVsdlcdJY7QKC1xmYbGYYtMW6APpv2lsPhwLLMDINKUx+PR+JoiQRSUiCBSGO72+BDwJjGuiTSspLm0gfNUHPFO3fWVbq4vFCDGlmQbuATomPcTQybbZ+bNErZY2LAGY+xjizCmlaGaYuxjs8+/5Jp3LK5elcRcKVyebnBmEZKM093W1LNHFNm8JHBKj8EA8b21hqGYAb10baCM5oUzOtRW5q1EnB9cAw1FzWWWhI1NyQrE3+a4msggdO1fNNqVSuUt+vbre9hUDhxmB++/q3LPCY09K+loeR8f775T/My5/3ZwFO8ozjHMKjxjmSLVNUTKk2HtsYIYRgxVuWv9bcIuazas44DY7UYm8lpQbDk0hijw7tAHDYaEIoObmsTlrUBiVySBgi6uFtzSPNM0xXTeMHFxfW5f69tLIdzA83M1JZoHHtLRAiiwbCUBWsL1mUomVYbYX2AcvrBYZ3D+NDDrlDMCliCiYTBYjzkIuokJ4nBK+JqJeEseAfb3YZpGnn32Yfsbxf2w5E17QHDMOwYx9jlnsNZJjynrB7TxhF8JMYN0hzOJtY8a6urb+LWaosEowJw0rWtTrIhGIvpWahBWysn8zw9T65LOzy6VQzqSRAcu4st0lSeXD0mhKvrCQhA6G0gyzQNrGkm7xPOR1wp/TMGnIPjoXAyt7fOE7qqblpVqDAvpWP0tfWjGXTFiWXajKS0kLPCia0zDIMnjpE4DVjrEEmUuuCDWmJKd6VLtbAdVQzv9u5LnB+5HDa0uxukFKZpx7oupJzYjZG1WJZccVi80UG3EdsHv9rC8SYgFqKrNDJVGkteqUVopTvvWe1xtdqU+JYLFIHq8dYxxPCImyBnbs3XnnI5tZB+9yP+dr2+vodBAR7aQt/hjhE60uRUJfTX7VfeTizG7wh2w7sfbllS4risHOej2mLmwpoTxzmBOIzxbDaXqqHTMmld+twCfIiI8RhvaaVQ1pVD1kz3SZwU+hkdt7e3nXiF7npmwzRNYCCnFWOsDu8A7x2bKTKvjVwbF1Ofh/iB4zyzrCu2vSRllXk4zkfWlHl1c8N2M3B1OQETOMFN2rJorSB2QIzDEJH+GqUP2wN4M+KNx/hMqmuX1MhIa1hGLOCt4XJ4ineBl1/eIE1wEZ7snmG7qU8umeN8JN9kai3ksiJViCGyu7pmLIUpJ46HPes6I7czuaiqqXG9Z98cVYTaKrno/CMnZTHnLlNeSmNeMw1P6EH7Qe3WIaJCddZaLi5GhmEghsDVbkMplZQKsNFZSTHc3t6w399zff0EEJblXjkhtXE43jNtdvzFv/JPaVU/1/39nv1+z83Ny35fCSXNpEU1sqRpopLmxLAJDJNnHEZcRxKlVJmPiRAdwzhy/eQp0zR1A59Ck0ZpFuaZnHXUP3jPFAaW4x21Vda0cPPic/L+jmkz4UIgr+qGt5bKWmFeZ17efEqVS+a6wdpI9JGdbPTZ8AY/jtigoIbb4x05qxGPa45oAvbkv5weoMnODTSsBrJxhx821NYoXWjSiHtjUNAkx3xjFfF2ffP6ngaFb7m+Mp022LMx2+Ml8CBJivY7sRYfB6KxCMoUzaWwrGs3pBGk6iA0eEMrajIzjZNKYvffaKwhuoFqHTQddApGOQXSaLWcmbPQB8PoQ297puZCwHnf+/MWwSnXwdquhdR9mX3A1dZlvR+GpTp0DHinJj3edz6AtbRaqC3jXMAai/WOkk9wUD1+7yIxDIQQcAR89dhiiFZlC3LO53PpvQ7Nl7yes73T8PBBMjqRs6qXWjzeeYxplDFQihrD5+yoVVtx7sTKddKlEOgDYtVwglNloJPoE9P48cbienvPWoNp2trJ3etgHAbGcexSGBaoHXap84P9XhVSc1YxO5HGoZv0mD58d9YxTRProj+jqDRlJpdcMAg5JYXVYgmTkiPSmhRd5T3OnSRRiv7XGlMYGYbIOI7KNK6lEyZbJyUmajFcbtUrw1iDra2jvzYE67BYrFjVlSqCMY4QIrllpA+xjdVrr6AAo7pZVL03ui5WpZJLViZ5q6iB1WkSTm/LnRjL5izeaIza9bWmkFpjDGIfVwOKRjqhkLTS+zYP+tsFb4PCd1zaUngNAicdlVFOG1tTrLY14ByDMQRr2U06VL5f9hwPnqN1tCVjqcRQKNIozXD95KnKQM9qmGKNYdps1GTdBnJatcwvQk4L63w4HxvW00qilZXsHa6zmUMYcD5wPB6ptXJYKrSCoaFtjf4O1mC9VhXeO6ZRN7yUE9bMnDwXxmFHCKNmcy1Ta2cdW8GGxjKr34M+2J4Yt2ymHcPYjYVaU6+GviPf3t0qoqgjXkAJb6donEw6j2+WZSatmtla6xnijojOKW1opGxxi1VRviI4r1BZY6UXeQINalbJ73ipyqmgVZS3nlwz1qCexr13FMNp9hMp7UitiSVXhmHkYnep8Nkuc9FaVbXTIszLyscff9IlPSLLsu+BYlbJjQ6X9SEQfGRuB9Z15ebmFTllWjUcD0dF7JRCq9pjv7jaAvDll69w0TMMI97pDGNNh662WhmHDZvNlu12Q5n31LSer5X3wv1+BYHNBxEXHFhDqJZoLeHiHYIIoZPNpEIqiviKw8SrfIupVquDuGGzuSBGna04b2gmk1rBro7cCnNemOc96zIjtYEz4LQV26RRitCqIA2s7xauXpnuOj8pVFsxXeH19Bi2PnuxthtGPfZ8fbt+7/U2KPxe6xFpzX4DGvo09PKeh5KiD9sQxCkqRQsIy87vGGJgux057A+UnFnXlSoZKBzX3s5ohmYtIrCWihFhCJbgdCjp4sAweKbNqD7MPau0NiK+tzdyYV0X6Nr6YjSbjHFAqmazS2qYnJC2MM8LKWdqTpRaKTkrLt4Y3n33h48yMQtiqGJRTprVwCCKgvJ2YBoD3gWGceL66XO8q1gjpLVRbQYPa1o181/TOes7WpUjX9fuR+wDMWqGL9XSvMGIwjud98QwsBahVIuVkTFnRrdyf6vzmTUdKVk3HBca3ls2YyD7gsnt3G4Y4wBG5x0xOFozCAVvVW78uKT+2Ve204btZkcpQgyBlJO6rxnVcyolUxscl0Rt8NFHP2Rd1i63oVDUGIeezQsbv8HZSC6Zu7sbbm9uSGtW+Ouj6kaRogYfLUv3vPDOd4a5MC9HlRNfMjFEpmliGhzeqAS4VplQ+3Fut0OHmTYG71R62zvW2jWZjFYrx5LZbS8RgXTcUw3MAsfljloyu4uBELXF5r3vBkM7UtKW6VwWQPAOduOOQOTF/FLvSRKRQMmFF69umTaXjJsd62FPKYVUCk+fPucP/+QnbDY7nVuZB3dC0OChwGq9P0/B4e36duttUPid6zVQOycm89dWH9bivvpvgpr5iMJNeldp8DpIDNFq33a1rEWwTnDSqKLIlmp0WCEIpVYcgjdgvZbT+qcHBkptkHNvYVlEvHIAuntaKyvSMj5ukQ6nbICcy/VGLZmUEqW3ck4aOt6ptMN2c3Weq5ecen9X+mD2RCoCqVpNKSY+Mk5bdhfXSFHvYtAAZ0xWglyXwD6dc900m8IQ5eR6p5thqxZnK+JhGCflBHhPSxEpDYeeN3viJ/S5welYTSdmh+DAikJiXc/WnVfvCKl4Z2nWqL+z1bZS6u0qgIvtBWMcKU46Y7yQ80kTtLfcRGWoBcPlxQ5p6hGgA3yD9763eRqtGWppLMuRw/7Afr+nFmVxe38a2oI0g/Wq+JqWQqv6+/Wjtt5yUqG86D3jGFXkzgi1lvPNKl0UcIwDeVSkmbcWbw3WGNI5iam0lskl04y2a3JZKb3iyklbYWqZ+pAwOOsJbiCzKAiilg4LRqsZB7XZTkArONSLeUmFMBmMi9Ta9bUENtsdT54+46tMw4di4PWh89uA8N3W26DwP/R63J/2Wl5fXV9Sa2W7W6AWpBTu7+9IpbAUR14WSk6UVS0UV8DHCecNE9qHjj6y+oQ1Tt2yusHPq9sD4uDq8pJpjAwx9kFt5XCcMWZERJgGr60ZCQybidpnI7UU8rKwrLmX9lkJVqV0/f/2QEEGUm6vSw8YmMYRgyMdj9SqWee6aLuptqbqngbiFHAm4s2EMV3OYTwAqsy5zFN/0AUxguuVw5uWWEMLljhtmdbMNC4ku2Lsgg+WGB3brQcCwqihv5PAVDJCeq+9sqyZ2tQvIKcHMt2yro9gkR5TA63lfkwjwXtc8Bzne1Kq3N/fc7+/Y3+4ZxjGc5a7roXDYebFZ78iRMvlZ5G7Vyt5bTx5PjKMA9O4pbZMKZV12Z8/Z16KIsCmoMG8JmrW1s3l9e58fKkVEMPgGjiHwRGsYRoiUxgwWyUihmAoJXE4ZAgBrOWwLrQEkixffvY5tRXScqSlgASHa72SxJ/PTc4ZI5bATEprH9xD7dayJVdyVb+MmjMimQM6J9leP8XbSDlmQtyqPMd4paJ7b9c/+HobFP6+1+OhtDntl8p+PskgnL7BoFmX9qCFcYzQHNICRSq+VFzOVO+pObF4p4SxWhBruyFLU5/oqrLezjhSyUhRH+MYHCF0Qx2n0MjaST/jEFm7YmgFnBiFhKJ/WueozuJV95vaKt7qcBmjej9Gavdx0OU7g7j213SQq9pFKZfzhnsaGNciqoJKH96K0U0nt0f2oF2Ou2bdfM1DH1maZpLNttcIggiYJjijEhsxdGipDYQYiMETQ9CZD6Zn82o0o4SoE/fipC0k/Xgefod0fsjpGKlajRhjld+BqtM657C2kbvek3OO2N3vxNhe6TiOOdGaYTkIrVSsMYzjhmEYCDFgi8XSmKJgvcEHyxoq1VaGMSJSVY7jDD8duzS76iKJOM3SjevDZNSnwxu88YpsqkKujdwamxCxzrGuy/nzly4Tvpl2mODBW5YlnaU/+gitAxmgtIRBcNapEKOoNLY05RHU0/1XhYpgrScMA2DBeGrNhDjwwfsfst1s3vjIveaj8Hb9ndfboPDG9Q0tom9z050CgqLj+0uP31fOm5i6ljm8d12KQMCFbjhTIM+0ktgfV3JK5PXInLQPnUqflrbGOA1Y47i7u6PkSi2Np1c7Za36QFlnSlpYqmaS22kEFlbJ5AZiBSvgjaJIQhxo3lEcOFsUumg21Ib6IZRRjzGpeJsRwVvV8Z/rg79xa+q921b/2mlsTX0WIKolqDPkmljTzN1e2zRXF17RVa1QjcGahnMPGWMrnV9A75X3c2pEMEU1/YMzjKP2uYemJL0YPOMQdRhpDYfDQdtuVglUp2t2GjBrRfN6FdSkIJ3A2JoOrHPzWOu5qEUhTTbgfexmPeqhHePAZojdDjV05E/mVV1oVVgPeo5CcOw212rn2cXkqgW7GXHe4KJlPqqR0XbXReqWinXKSp+mDTkpI1zajDS18hxDIDpPc+Cjg2gJVRFrc26U2kgiPBtVS2s9LkgrHXYsBB94dv0MH1Q+4ze1kMoCLDinMhzGBsRAaitYg3eB0W5Z0KpTGkgR6pI7VFiApDwfHzDOYd1IWhK7MPDHf/gnXF1en8/9ScLi8Xrsr/B2fff1PQ0K//B3zsPeYTpuv/G6Xn/Vf5OHQKE3uWamwxAQ8YhEkAFpjc2VdEetleNxJeXE8binpERNqz70wHYcqT5TS2ZZV5Y16YNpBGdhMyj6p+T1XEnUmtSMJWlWL02wvva2iuD9iDeG6jbYnDFJiXHWGHKJCkmhahZOYNpMZxOh2rq2TTp21zIdRlprCN5gbVAoozGdTWxpMiNN8G6itYTB4tyEsw7vrXo/Z1i7xIYLgljNkssyk3PmuGaWlMglY01kGATnIIao5DNnoTUkVda5UEWYTgJB/Qq29igKoEgkFdNTR7oQHDlXVULNKpZnHF28ruJt7jaqkIvBGJVvWItgTEW6FDbGsJncWTq6VKjSuNu/1CG7ixyXmVobU9xQxWAKXW1UKCVRi0qQxNGfFUatV5MmZwMx6uMuHZqLC0pDrzzcsLVQcuaYEjhhmBzP33tKWQtlKby8uQGE3BbWrBpYVd4sHSKiOlYnoqAfB0ITIgv7ZeFwXEi5UquhNI/p+c0y73n2bMdmE1jXjHWeP/7JT7i8uu5BXzhBht/qGv39r+9hUDj1HX6/b/um9bUf/6beNnBitmkAeNR+ODNoHyj7Ip2Z+trA+uEyldJwYcDYhZASrVWKsxRrCKh8t3eO6gzFGo6L9u2lCDZYvHP4LvtcW+nMXIeRQm6tewVru4F66rMbXJc/Vpif7exZA6Ly2NKHqsac4JXdq7lWlqzuclKznodzG0Y6edio9j0PA0pV/ZQ+RFdxQWvU4+AkbifNUvtnlgLGNcQojn89obmKBibrPM4KIajLmAYeJSnoIL6q0F21r280or/LGsuJqm6tSnt777uZj+6qOofQIe3p2japyh9wnhBV8trm1sUA5fxzoByIdnJ86wKE8zzTQsNGzzwvlFrw1vXPr4FHUOE43SRt1wayygEw2mpSjwQFFwhCUw63tvdONG8RLNomTKsy4qtEhnHA20AxBb+/16F9LZQmFFSuQk7vJRpINQnSctk5UVNB6WKCpZFSZs06gG+o14ephlaFJSUuL0u//pYQBq6fvUMcx68/X18JDG9bSX/39T0MCo/X/3B3jj5uVjNqEZr4nl2388BRy99T0Pi6By3o/GGatAXSWmN3scVKwdbCmtSIpuRKSUoOare3auJSE67j4G2IYAwuPjxkHlSRta2YYjpz9og2ZqCkoBm+zY+ORTfA3RRYV2Xvpio4EXzognHWQVlxPhKnHXWZaSVTyqpooCJnJi1ooPHecH35DGOMVkIlYurrPrvWqgeBuAPSM8y6KsLl5ngkr0fy4Z7SdBg8DiPOVJzJGHTOMS+KikGEdOaXhEefT6HAwQVGPWWUetL6jwxxwFlLWhOYinGFcQgErxUQQK4CxuOC49ICTYfVraoVaK35THBLWTiNZ3LWIPXyc7i89OyejyzHVwoXLjpMzosQNwYfDHYVvPdstpFx3GKtYZ5vGKaJcZyYhqCtHQetH0OMUJuh6/hhjeF6nLg7LLx8dcvHH3/C9dUlP/rhhxhrMSESxgFSZp4F4wWsyrHXBtIsy9LAFEA1maSA8XTrV8cyz9zf3PDqbk/KBT9tKctKTjOSPaXA/WFhvL0lRM/zd97h/Q8+Yvf0fd7ky/x2/f2v73FQ+IcNCCed99OfnICcZ0irAeP6n6bzMAWVlu5aPI9+0rz+Lh2eaRkGHfYaqZigbOVlv++Mz6IM2xCobcCeht2mO1v52KGWUFzASyWOW1JSj9y8zg9zD6fHWsR2Y5nKOAyacTfpAQLWXBFjVNzOqryZ2oFahiFSgFo8NokOZa16TremG3oTrR6qmO5y5jG2qvvco6XHbcEHmlSyVGoupHUlL0dqWREa0QWCd1SKDvyrUZvN1si56HlwliGqycJJHgL6ENY2xrGpaogRXBGd/wQdHmvOfaqQHDFOxNADVh+2nucSojIiw6AbaGuNtFqahWYMtR3OPsre2z5XGPFuABu0RVUadu1WFQJjHAnRYWzFdTKXnseTBLZWh2c5dcmv3Zcncx7rHAZLqRXvLZeXO7bTxNhJhK02aqqMw0T0kZYF4w1YONYGZe1sYjl333TA3ZB0Ql0cWJaVeU39HhO2m5FCVdG7UmkVvDHkXDkeE3/+0x/x4Yc/1HMoBsQ+eqb0vH+12oaHikFf/z0e2LfrvL7HQeF3rMd7+Vde+t1/O732lV6rEhl0Uz6/6M7f/fjeldd++evvbnRXx0FnKysXwg0joWTyOmOzYrY303T+6bQeyWnVd7AOH0eiV2z5knUIGb0jFUWZrMf7M3v51MM9pqIGNmVl2qqGDmhWbY0h7deuha+btrMWF7QHP46R4hy1RIqF0hq2CmWuvaVQCQLWqIWk7WghrZ4eBQVjlA5iwcbYB6CVUrVlVOZDR/+oLId1hpUjLVdKQ4evtVFKJQSD68dmTkGh7yIhBLxvHT1GRw41jLX46JBaeutF+uZrGYYdQxzxzlB7G8h1hFNryiqfpu4oVhq0jBTlDNSqngLOeaLXYOXDhhA2YKK29nLtsxc9xu24IQ6epR5w3Yu7dAE8HwaM1ZnRME4g6vv82j0qqiMUrKKuck744Hnn6TXXlxdM46Dw4FKpS2bansQdE8Z5xFrulhWoNKQzzgWp2kaqUilJCZW1FZYlc1ySVlfNMIUNi0m01Kg9bgenPgv7w8of/MEf86Mf/aHeA2JBrIZhoyZHj9tHb2cMfz/rbVD4Oy157etvHlP8fmXv76v0f/o9p561pkUVUzNGGhdPrpk2ibIkbu6UEUqtjJsdm90lGKNyGfOe3B+iYypYhMEC1tGAOWUsQjBCZaQK5PUOg+oYpbWQeYCexmHi8tRTNgrvtM4ymglprWvdaNboQsCJqHyCU1jiOm5BGlYaFigp8+r+gLcQnWGIg2a0zoE0jDRcyLjqkOyx7gCxEnaXiKgC6xRVdoJqyF0PyLqGdnc8wzgyjiPLfNTP8Eh73zllhA9BfY0xhjVlbJcsKU3Zz86dglbBSFGiF+F8nZzX7DbPGcQSeiDV6udhkw7eE4Kw2QZ2m0uGMGKMJ5fGyy+/IHezppQr4+TZ7iJh8jhvYUbhScWyzAXvLdcXA2PwOAvOKWiAplLjBsNgLc2oheVmN+K84+7myG7a8vzqCVfPLvBDUGe80pBl0SquVu72t5RSqbWRW6a1TGoVlwugf++fntJ1uXILlNLwzhCHiDTDUmb1PXAD86r3R3SGzfaSp88/5I//9Cd89IMf9pzgq4mY8hrerr/f9TYo/B3Xm3P53/adb15fw9i/9u3m6/2j8/eaDge159edDxgsFk9MFZMykleF+VkL8tiVSsNZK7kPOatmgBhKripL4wwn6whE+uDUdYimootOrl3eOyXONa1eFMUUqKi5/PmwO2rmhKOX7qolHabausTGcV7ZDJ7ofLfSdGAtUoraS0CXO1A5a+88jBuaZKSqn7OzlkCm9RmHdf04HITOGViN0WOQr1dlVjHDYI1WCtBbW4oe02HzqR1Te/tGN1trLdadBs+tv6ZVw2nYLzQwjTiokNzFxZbd5pLoR2VXH2ZVeu26UCqe6NUP3AesA2tc/8/3lph6HNtTCw/pv9ud1Fe0vSeCN4ZhiB0Oms4SErU2yIWSCyllcs2QVKLjeFy7yVKlUClSyLXirMJ0RXK/Jr5biDblMjQV0vM+drZ8pop0ye9ErQ1nLMMwcv3kCbuLK6ZpyzfCxE+EoK88R28rhu++3gaFv6d1umXbV77+VqtV1doRiz/Z176JLmEeMNnqKuXOz4ZIhQbGRtzG8M64pZbCcX/PPM8sy4ypBWsNl5dXeK9tg7p+wrIW9uuK1HaGRroQadPEaAseKC4SgicOgfv7e5ac2O9nhuAZgsp7Iwp3rUXJanmsNIFUlOgl0ijHIzkn1nVlKYba9IOWXMmpMM+HMwHOX05sBs+0uyB4Dy2zLCoLnXMB07ABNuMOb0dcEHI9clhfMbioxi15xVhPCoEIiKtIsWyCZwqWexFKqUB6OM/+QfRQyV6W2GGvWNshvgKMpGSoNZFywpQKzIQ4MgxqjHNqwzmvxkrHQyGVxJLuldltKtfPBrabKz5874/6bMNwf3dPSiu13OKcMBrPEOHi4prrqw+JMSMURtcIMRKGgWGr1UmYtliv19GLB2MpSkvQ9pu3OAFXGlebS4YxMornMM/8+rOPMb9C0VbenINlK68oRTgeVsZNYBgd9zd7ck0kWVkG8L7gnCEEy2bjyUWZ7u5MPhwZB6i1cfPiXof5k6O+qqS1kFb4sydP+PM//zPGi0uII+Bo8rWY/Xb9A6y3QeHvtMyjr0wftL3+yrd7uwelzt8l+/saO1pAjIANGOlsX5Fu1GZx3jJuN7gQGKaJ+f4WkYKQyVk1hqbNFh8CLsD+7sjaxdw8BuPVjevBF7chteKMMHqLv9hy8q8+9s1c5e71w9zf3FFqJZeivXJrcMZgnScGAVO7p0ECW8AX2ugQIiEMxCHQbCCtK63k88cO3tGMO5/1aRqJQ8NHqC0yrgOtZlottHUkijDVRq6OKoVsjmojucAUPYN35KbZfuvy3MZY3KML4eKDnLj6Tzckr1gnxHEghgHThfyMEYSV4yFhjGV3sVGJh9JwTojRcHG54bA/0JbKdnfBNG66vpPCTW/v7rm9O3J3r0J7MQbef/8HjNOOcRyZU8WayAcfvIOYQiVxOM6AYEzC+0iMviv2WqIWPHrTlHrGka7HGelBO7rAxbDjmI+knJkPcx9b6bG3KuRcwUwYMzCEgeADI4PyTQCHx4pBqsp9G6MSF86B96L3R1MdKtMsiAZgHwJPnj3nT37yT/in/9r/hBBGPV8dQnwOCqfi2dhONFRtqq8T2h5+5rFG0pufp9PPfPNz97vWP4YC5fsbFL7DxTO/5W+n18w3/u13vPcbosDv+9NKfzAd+9dfk5OWv8V4S/QQh1ERIXkhZ6G1mZK1DTBMTwmDJ8TCcphZWiVXoBRCSWThzCVQD4iimbK3bMaBXIWUK8usUs1io7YnjOHm7pWKtLXCJjqG4NhsL3QwClir+H2pCeMK1mRwO4wd2GwuO7bekNeV1mWWgzX44KmotwMoYxlj8INi+DfDJYfllpRn6jwSmjDahrGG0oxCbWul1Mpuo5jTw9oUDdXZ5NZYXCeCGWOwQTP4E/NcORcHrIMhqsS4wapnha000aDgfeCdd6+Yj4lSEs71do7bKEs9ZXbbHTGolEMtjZwK9/cH7u9n7veVcbQMo+Pdd3/Q5x1wmBds8HzwwY+Y0y2H5SXzYlH/8NQ9LALG9fbe+aZBg0DfAdfjTEkZHwPOOHYhspqV1lbu9keoDVNF5Uf6zzjvcS4wjsO5FVlrQqTiTPc/aBoUrDGk7kBnbJfg7qg1MQ4psXMSPO9/9CP++E9/yp//xT9Tjayi8Nf2pg3enmpzAWPPXBl5w87+2HfhLRv6m9f3Nyj8I1ztta8tDYNDHlhFtmJ84+r5luUILz55yfGgm4FcqWJmGCbe+yjyvDbSulCboTb7kFUCuRbu50y0Qi2FTz5/SVoWckpcXD8lxIH8SPtonAKb7cA0TnhR/4Yi5pEhkT7I07g9P8yCRcRQ2xETNpgwsdkozh5jkKpKpkBnNBtCuMbbCeoBsUqYMsaQ3IhsDJUbWI7n37eJmj2ffbEFjLN4cdiv9KZPctPGRg0ItiG1vab7BNBK0X59fNBJUnOjjjiqlZITY4xaHR3u2e12bDaXbGzEmEe+FgZGbwlOg94Pf/iHPHn6lJVInhfW454f/fAjnl5f8eMf/JCffXzg489eMgwbLAI5EZphNIZ8XLHO4cdAPmZK0oCQc+a4HLnY7TDW8vOPf8MQA5ebLY6gWkhz6WgtQdIBYwzDtFW+hg9INeDAhYZ1Ael2o/qBDdKrozyvFGtI2WFKxBK42L7L3d2R27s9WMMHH33E//7/8H/kyZNnvHr1ks3m4oyqUpn3b27KnuZSiP3apv92/f7rbVD4e1z//7wN3+QER29pdVW6nqVJl2oQlvnI7atXzMcjqazEITKME95HHSYHMNVAcWhXqmd2SeW0Q/QYax7YtB2hY07tle5MNk0jnMadRgfdpwDjnAX8mWF8FnCr2sIxWE6Cgo9+7BFi2PdMVMUA1RlN4ZciwlAzCPgw4r3yB4otoPJrfVagVOVTR+4UKB5OrugxCMoS7sJ9p+N5nJOe5iCnPcl2+LB1tmsz6Wfx3kEVWis6LLYDppzkr4sOjZ0jDpHNZsPV1RXb3SXTZteH5erXfHmx4/JyR4jKb8k5M4RReRVVB8YGMI8OVlqjlQaoydGaCnFVzkYtjWpP0hu+eyVnShNyAyPgrX00xDa0JmeWuekey9IeNu8TgEFaRcQox6E6nHEMxqne05p4//0P+PGP/5CPfvDDszHUw0mWRwCJfqH6P5/btKcKwbx+Ud7s4fzbuQ3f5/U2KPwjXUb3IiXCtYYpSR+ALp+RUuKLzz7j53/z3/HlF59y+fRDps3E1fWOJ5fvMk0b/E59kw07jOvImMuBcFxxxnLxZEcpmZtX99jtFus8hyWdq4RWC9Iqz58+YV4zn356g3UVa4XJGoJ3XaNH4ZtraaR1Ja1H9scDCOy2O80Q15VZmsp/9PaRc6ivs1hsC1AaMLO7fFeH2XnVlonzrGlF6oaWdmAMuXS9HaNWkLVLcDjnaEaNjagaoGhV9xiBwoK1Ae+Hr0ViEWHNGRHBx9i9Caz2840jJzUg8k7RPibpddjuJsbRc9hnTK34mvDDJX4YuLy+ZrO74t33f4AdJqwPDDFwsZ2Yhnd49/kztttIagfVP0qCTALGYQYVlgPwTu1JqXIuKWtNlJrJpTEfEt4FPnj6Pt5bYrSsa6WkwnK4pzhD8w4XRlwcuLy4IIauoVWLIqLoZExQlvppOF2TWn8KurGnSq4ZY2EohXWZOe7v+Q//t/87/vwv/lWuri7Pm3XOQuuzjlPb6rW5gnSExWszgfaoF3SyV327ft/1Nij8S7j+LhnLafNCOrReU98Oe9FM/MtPPufz3/yKX/zsXzAfbvFWmPevmPev+PKzivd/g/eB7eWWYdgwjldsd1vGccTyPgZHHCbmw5HWGu88f4+Tf+64rpRaWJYFia7DTlXC+vpqizGtZ8NVB87uYU4RpCDOUL3F+emczTlTlEDVzYNs/0yme/taZ/CuYbtf75wS3rpO3rJ4P5JKxshKyl6N4enSGqaAyZw2j2ia+v4aWDuOTJP7htTu/MZJMluri+B0lmGs5bCofIePuomV1oheN+Y1HanVYKzvgnfgfdBgc0JmGQcu6nwINaOx1uKiVxZwq2yurtltt1zudMCf1oopK85aLi8uuJwGvLeEaFWi21mGYCmlsT8cVJ569MwHIHiungQGF4g+cP3O+5p5t8LdrVq8LgimCl4gDobgFKZbmvpkWzxWLNIg5UItlWVeNCGxhmK1nel9o4my4mkKeX3x6p7d5VP+tQ//iD/66V/w3kc/IqUVUFc/HwbAkFJWFnsHNAjSdcIU0GFOwI5HRDY4oQDb+Wu+Mox+C2H9+nobFP4xrtdKZwDNrjEVpPLysy/5/Def8uknvyJ4zbjXRT2B7+7uFI8OXF+/w7TZsbu84snTJ2y3O6Kb1Mh9mDjc7cEYrp+824d7YL0l59Q3TY8IlFSxxnKxVa0lEWEtWRnZVs6viTSad72CsN3fueJMw1nt1SOCVSdmQOU3rAXrag+AhpQzBMMQR5wLeF/Y5CO53OFm1W9qaEZvqIpeMQGrHNkO7YXcDPWMuNJIK81iTFNyXAcHeNfxw1bbF7ULzAlQT5kswpoWDAMGT+4eAv48ayiACv5hRw3kGJw9VTORnBZoMI0btpsLLi+vKOm+w2AT1sBmmpiiJQTLMKplqwFC8LS2ss4z026Hj4FyVDe93WYkWssQIu+8/y7SKnWdqaWpcY8F3wRbhWCVcWydJddErYnot9qhrELuGljzsbu0OYOJHuOU8CdNLTMFDfLzvPLeez/iz//Jv8IHP/gRV0+fqUtgU8HDEEflzBSV39C23uvchNexfw/BADr+4tFjYXh9CP2WDf319TYo/GNc/bnR/eiEauoD09r4q7/+b/nk17/k1X5mO0bGoLeBtZYxRnyDRgVJrMs9OSc++80vtc/P/xXjJkzYcH35nKvLS/7sT+8QIqV5XnzxKdZanr3znDUXSmtcXT8BhJoWNappono+PHJOE/BxYJi27C6Fy6JD7Plwq5aewTGM9pwttuZo7YTfdcDIOA145/jyyy+RYWQ7jsTRYqxnMQ6f9ftLWsnpCCJ9zvLm0zhSKAjLV17X6qfi3IC1DqK2LFr7bUNQoaYTB0JY5ntlEm8vmZeVvGSmsQexYChLo6TGsXlaKUi55b13f8DF7pLd7gpjK4f9DaAyHIbC4ZC4vT3g4oad8+y2G1pRf4tatT23rytBJqIxXA0j0zjy9MkTwuSx3lGWI9ZBGOD6eouz8OHz58xzJnW/7CE4xtETq6e1LaWqz8KyVOZ5Jq0rt8cMTggTTM3gjWNtjlahFshrw7vIX/z0T/hn/9q/zr/xb/7bBAfr/o7h4opl1mozBI91TlnbaPVljNG2UY8BSpM0/Xo+SoTesMc/lp55y4Z+83obFP6lXPIdWkj6EDxObHWuKNiuvFpzJa0rh8M9y3LUnrczOG96plpokrUHTKNJ93s2UPJMLpmcKpWZyj1pzuzvb5C6Rwg08WzGkYvLS66fPOFuf2Re1y4lfZJYdoh5eGClH+ypPW+NYOmeBM5Sc8Q7i/emZ4o9uKGQW9NVTTVLdJyEBEUauRRssRirrR8Ri7EB570OnEv3hZYGhPMxNembDGBMb0m8xjhX2Wuxp6Bi9Yc6HFIlxRsij1oZj35eOupHGdgKLS21S49jcSb0cNSUiWwthMh2u2W73Z0tQ0utymuRRsmJeT5yOB7YpUiOvjOrFTVVqqLHhmHQIa41TOOgXg8iWDGYBst8UIntUb0ygndspoFaIKV8UtnjJGNiDIpKki6f3b0zNA/pTR0xtKbZfutSUsFHNpsdf/AHf8h7773Pdrs9t9TWJdMa588JBuvcQ33Qf9cZid0Dg16mR1nGV6/b6Ul5lIk8QFy/DmP9vlYOb4PCP4J1RsA8LpVFy3NnOxoDWOeZ/e0th/tbSlq42I5sJkeIcDiuSJ5Zyx1lXjSbHzzeBqyruFi1AmmeMifm4y23L74gl8p/8Z9rLu2c43/1H/9vuL7+ET/5sz/j159+xpcvXkIp1FwoqdLcgNjXZbBbb80AeDLRNLyzOGcwbYO1Fedez8LFrDSbce2Kk6hgro0qBuc8DcNhXckZLI20VFqyYDeM2wusbdzf3lBTVY+CKaoVJ1DEksUQ6bMGZ5FaX99gWkNaRkzDBkfLSug7u+fV+gjOWvv5sZ2xDqXoYNtbRWmlVGhDF9uTDVmOGFZGWzFxwA87Lq+v2W52rHOiViEniFHRPfd3d9zeveTV7efsLie8sRz8PSYGZYxlBRq8c/UMenDd7bZIbSzLATqC6+bVF4zDxGW7BlTh9Wo7kNfK/pARZxD3EDCN622/dmoDajiNzmCcwVtHw1GaYV0fJNKfXD7h3ecf8G/8m/82V9fXeuP6kVLh9sUdu4sdu92WUgq16kzJWG2pna6Ctv96IiSaGJzjgOGc0HzT5t7D2NuK4SvrbVD4R7JOj4r2dvWZULthgzR9Ul69eMGnv/oFTSo+ehBDkYWyrKR5oS4JWyrOe4y1bKIKwbWm8gM5NUoWrIXdbsPt3Uy1hnFzRZOGc44/+4t/lR/96MfkIjx5+pzd9TMO94e+WQi5WWqDtBZKTqR1YU2ZUhtNGpiB5gaibxgawQitrWeBNZXJXrFYoh17Jq/6S7IunSMQleyWCrkmaIVUD+S64kMjBKFVsN5Ts9pVurFnu92DOPQ+tTUwWKEYR8W8Nq/JXWhwMFEF30o+O8i1WtU8yLmuN2SIw0DJ7YG8RlNXPNR6s7ZKqgu23lJFyW3DNOHDyDhccjweWZaVVhs+eKbdiNTEySZ6O2x59+o5Vxcjw2A55JXBWcIZgeTZbi5Uz7QP/EutHI4Ly6pvsi4VQ2YOB0ptauUpAi1DOmLKDsmV/Xx4OBFNUUfGWnBWZwGKCcCgTGbB4G3E2UDwE3/04z/n/Q8+0oF1acxzolFpPdMvJbMsMzGOCLAshRAcqv7xaFjcqwa+oWJ4Uzj4mjEPD1Xe2/U2KPyjWh3x10XH1Lz9BEWS1tjf3vH5558CgvMOaUaFynKmpkzLBVMb1jts8ETvqF1aOSe1kWxd2tl75SgYAy4MjCGw2U58+NFHvPPuu+QiTNstuxCxTqGLJ+vKUhrLnEjrymINGIctRaGNnTdgfcGRccaTc9ENGJQfUBvGeBwRDJ3pqo5hBsGHEZoK8NWk7bDCSm0ZqBijm71VeNZD26APu82jjV+7JdrIaeI6gaq345riWoL3Xbq79SDQGc1odquCfRbvPa0lKPksZ5JLxhgdBAuqepvrTJMAeHwciGFkiANrSjTRbHvrN4QYyEvpG5pljCNX2yv1fw6KBIqin1WM+lsMMVJaoXbiX22NNWVA+RytQimVUjKptodrQg8MnUuypvXMR/EoX8H0YTv24dy2jt4SDM5Foh+Zhkvee/cj3nvvw141Vdak7UvdzAdqreScCGFAxFBy60g1LQMeo4YEhaY+tJIeDZy/qUp4DXX0COP6dr0NCv9YlgCtdBRPy+A6koWKtExZ9nz66d/yV3/1l2w2O7wdOOy/xJiMIJQ1k9bEkhKTnYhioa2UXDjMif39TE4NYwdqncklEcKEM3B3+yX/y//oP+Lf+w//Q9577wNCHPHbkTwfmedbgnf9wQZrBoZomaZd32AqJWtAmOdEzpmUErbegTQaFY9nFM12pRrKfEVOC7lkSulzBAPDuME5zzyr9o93Bj9q5rqfDWWtHO9nDvukukYuM+4cw3aHNHeyTSCLITfD5Np5m7BdYbSe2khNTX0q0GKg5MaywG6r2k7lK9fHWEOIA/OyMs+pM5ctOS9stlcMw0YRO02Q0vrQ1ODDBteDKmjlN4SIM56WIK1CrZZxc411gWEa2YwN62ATRsboGbzt9wOktFdFPmMpa6LmDoV91B2zzhHGAS/aDhqD57gI3GTE+3P7aAiqMJtW00/JSR1XVxNLbnrsxlgud0+42G159uSaP/jxD3n67F32hz12WXFhBsC5yGY30BqUAp9//iXWOjbT7tHN3qUtekCga1Q8Hj6/1az47uttUPgHXv8QLMmHgVhvGfVhnjT1MjbGnrVoQCi1cH93x/Fwz7ociTFq4EC9AcBz8hZ21qraZgysuTCvmfmYcM5hR09rDqFhqlNTnDDwkz/9CT/84R/w7NlzMFblj13tw9aGDoB5dMyNBwctQYUAPSH0LN4KtiicUlzicL9nf3/PfNjTChgZHjyjncdZlWIepw3OB0opiIgilUQQccSysmCoawbxGDvgWGjN6tC46+oYY8/citx7/iF4vFHBtmZ0uIlRQx61n3C4AMPQzhvVMI7nNse6JlyxTNsdwQeGcWBdlOULsCwrpWpGbcQoB8N0gGyrNKuCga2V3kcf+gD3dH+pTLd3DhMCOS84ge1GJTlKv1+sGBytw0Klt+w6S93q769FUVQ5F6QZWmssc6EUvU6tCa02mjO0amjGkDv6qFWhGbWXPRH2nPNq1Ykhl4T31zx7+lzlMQTozHAFIXhELLmWzkMx5/tYpNKaPduVGqMSJeeAgFZDrwFVT8CB9rqB1Xn29pXhsjzAC77z4Pm7PO//ssWvt0HhX8plXrtR3iju9TVhboOImrg7H1UbTLqUQV75/PPPuL+7I68LKR8xFKxbcUZx89Z5nK/EEBinER8jX96+Yj6u7O9Xnjy9JsTIslRsUgeslzdHrscr/t1/99/nT37yU7aba1JptJaUON0HrKobpJLgJ+2aWhU9VFv3KxawVojRMUSLrYIxERMdNy9u+fTjT/nNL39Oq43p4glPrt/j8uIpm6tIjJHtMDDsLnE+UnI6cwWMGZBWmVrmyCvKnHB+wnqHsOicpFSayrpinceUAq2SGoh3TGHk5JiQVt2AcZYYTHdhC1hncVZbNs0Ydpc7WqmUnHn16haDZRwvGYaJEAKfzS9U9hs4LneIHLi42OCd9txpDiOOWpeOBINalr5pbV6/F/rt4Z3Dm8DL/Z4QDe88HVhy5tj9p4M1bJxTF7UmpK4lFLwF6xFgvl/PPhaSLSU3bu8OHI86+6ipqqqpNTreb4a1JK321sqw8YToEbfRdpU3rEXIVTjO93j/IR99+EdYE0hrxtnAqZfWiIh4lpQ4yVeEqJavtRVKMee2m3qbe6w1WKvtPasX/LWZg/Se6uPiwZz/IucXT3Iw+k+G30c/6fVn9Ld+6/+o1tug8I9iafZt3Sk1KuSSaS0xDIbD4Y7/6i//X9zdvmJzscW1BFSMHcnrQslJN4fgGKcNtRbmfaYcFxxwcTXxxe0rmsAHz55znCs3dws/+sM/46OPfsQPfvSHXF09w7mApANFYEHNspqxlNongF+RhWhiNW6IDsLVU0F7xgG4u7nlP/1P/8/cvnzB3c1LvvjylpQKgiX4gRAim8tnbDY7nj17l4urKzbbLc/f+yHWRkQau9HibcPKlqunz2m+8OuP/4Z5XpUY5zzTZnhwhTOG3nVTeQtpnYh3ymZPPRZ7bkGXlLscxoNtZ0lJK5Da+mbTKGWh1tztMhveG4wJim4SxxAj3kU99jqCRLzfcDKst244awytaWVOM7VWHcg77eN7a7mYBoTKy7s7znidEDgx24P3RAyuZoWt5sKyZnKp1LpC9hgD66xKrcfDPXk+wHoAtwEx2Co0mymuodw9be/FMBJc4H4piMCSlZPQmmHaXDLEC1ycKK3SUqLYEVMtxhq81+H7g0XtaSmJ7zU9qrfrH2y9DQr/Eq43VQa/7d+kQzof4NcNaYVaEzkJ8+Gezz/7DYZFtfVLVkilWFoplKQ6NdYZQnSUQyavBSkVnHoPp6wIoVqzegmL4d33PuTDj37I9ZOnjNPEaQDYREilgnWIVQtMxPYN7eGYdf7xkKW1R/1oMbCuK3/zVz9jOdyR1iOvbhdS1l4+xmCNZbqbmbaXzEm4OszsLnaMu3fO8hGD97hosD4ybi+4jo3PPv81Mt9TSx+Ueqs4+D5hVucye8bbnyClZ+Ss4Qx1FOnaPNoDOaeMtavKarunD12bbsK1VlyXirA2QIEmRlt0TjNUqadfYs+ZrzHuLF/eWtU2C2DM61Wjt54mQi4r0XY/iM4ZaBhMR9pYYxBjEWNoov4NtRWkCGIMy1JIqajvdUnQMuqNYB7BOB+umfU6d7HGq2+2CKYZvReaJXZRwlOLsbVKsmCs4EQl1M1XmISnYba17luOgd8Oj7/rehsU/ke4vt46Ov2DYt8BfGh4Dx//1c/4za9/weH2EzYbyzg5iIZaYN7vqTlpNvtolVIoJSEIaS0sh8z15gppwt/+9c8Zd8957/2P+Of/+r/Oj3/8hzx/710t8WvG2kApcJiFOOiGOx/VrCZ25rSIUGo6H2t9gyTyKoV5rdzfF5YVSg3YoTANjjFs8WHE+RH8pYrTAcu8UlPl//PqP8f7wDBOPH/vHS4udzx//pSLJ1f84OLHHA73fPrZyC//dqatK4aFJ5ceHywlWwZvCdZSnUJQW2+/6H6vuff5lIuwLgvWPngvC7Dmh1GzC137KBecCIO1DBc7jPFgRu73M3OHprbWaHWl5QZNvRucizg/El3AWX0vZ935ay1rMkvKlDQjqAHR9W6DD767uCnKZ78/UnKhlUoID5+jdXvUw5w0yTAzx/tEzpU5NR1+A8F3hdRhR/AWb+HV/StEGm54PcPX9lGgpoZYw+XVBSF69vt7fBwwLiDOY62nOeVoiAH1xju9x4ls+Lh19DuWyJmz8HZ9+/U2KHyL9d36ht+Fnfym392hpXy9WjCIVgc1AwopVXnkyq9//Qs+++Rjxbv7CqhzVslFuQl9cueCB+lQ0aJ8AqBnnI0YdYB6LJXn10/56U//gvff/4DLyytyVpIXQDOxj4+ruodxGuIqPr+fEVqrj6qF1l97ILEZKmIM18/e5f7uFcfjrWr8GJXB3myvGMcdNlyojLQP+N5isC7inMc4z93dPfN8pKTMZuO421rWOWMJuDDhm3pZI42vqlTYLqkNdFTNCbrKw4DTqCS2wYBXgpqRk7VnrzxOfetWdYBqHa5nzKf2VE65m/oINE9tBhFH4KFlVaVfux6k9Bj7uZKFkjO1NMbocRZqK9jaMOakWqvy1a3pgLlURTNZ4zC4DlkdKKXpTEb0XnMWmvU0P2Bs0FZRHyyXEz+hH2NKiUxhv9+rd/W4VWlt69jsronjDjGOIg7TrPJMUO/ps293bTSnhLgmFduManf9rmfk9GycBs8PI4O361ust0HhH3j9XQLCVzd/6Rvs11fDUqhl0a+HkVoKdcn87c//e7788jO2uwuszCAqdFbWwnKc+yZqCcNAXlf2dzNL85TmcBiaQKnaEmrA0uDZux/wz//5/5SPPvoB0zRxf78/s0j9OCrJi0pvp2u2LZXUXjek0Q3g4bVS26PPVxDreP/DP8B5S60L+32iWUOIE7vdEy4unhLHbd+UTsvgx8tzG+L2xRfkZeH25R1DrIxDxqlJM3HY4VokSEbagfro+IwxZ9lpPcMFqY9QX01hpsbS/QS0TeSsxaIzhdM6SXOodoPFOIcNIyCUMlNqIqeVlFS+2uGozSEETrgZra5UtmKej+fzFDwYGq0eNdC2ym4a8B5KS5jC2dugtorUB7e1WpXFbEzQ+sd5NqMK2i1zBhasMQzekEygWY9xg1Y4tSrsViw22PPxrOtCTpWb2xvVt6qKbHPesbt8h3FzhZhII4A4XOsBQU6or0YpDe8a1TVq9xP/rlvVW6G7b7/eBoV/ydc3toresKz1aCVQ+fzTT/j13/6C4/HY4YcJbyoWmA+3rPNMzgnnPA4PztCMkHJmvyTWAtZ4fIhcX3t+89k9xgT+g//5/5p/+s/+OT/9J/8E/MT9CofVnju4Ac1iay2UzoYVab1n/fpnaZ0Ypx9UFJj+8K+Yann+9BpvhWm64PLygDFwcb1lt9sxTRus3wKCtLVvoidV0U4Ye/4erVYsjZwO3O0XtluLNY5N2LIcCrf7IxIWrK0MrvfMrcJkHzYUA6YyUqkCqUE07SETNQacqnieA5sxZ2SNYgGU9ZxzxvX2Uq2FeT6wrCsXcqlZrrVEo0NX7ydSzry8/ZK8HChp5dXLF6S0kPLMNO66NWdlGCzTaBnMc3abkSdPtuSWWEvWQXqf27ym1iFaZTgbeVP/3RhDDBOxX6JpUFe1nBvUitTKYc7qgucaUgytvP47nJ+IwwW7iy0hRlJpBKcB1HXG9zcNkVur59siBE+wr7eoRE7ezyfuwleH1G/Xt11vg8K3Wt+tFfTbBse/6/d9m/cwVlsZy2HPzasXfPbpb3RDNIZaMpiCEZ0X1Jp766JimqGWQuluZ6UWSlEikW0WEXVHC8OGP/njn/LRhz9kt7vgbmnk0qg9yxMR2pqUJdzauU+trQF5yMSVcURt7WzIYxBMLY8/Mq2B95Fpc0kzgSGof8C43TBNkRgD2EmhraVSq6OJ1R660feMw6DHlROleEU8Nacbr9+wmiOlGaSCE6FJxnYp7JN2P6fhqjG4bgR3gkx2d9Dz4FnhjOcrwsNGqzl/bTrQbZ2AdcqO5fG1Nr3lIz1wNKGUQkqJtM7MxwNrmklphqZaT9IqUhXGusxHgjNI21C7FWat8qifooJ+58G+UTHrxxn1aRDdjMW6Dsg9XUtEBfb6fbl0iQo7CE5UIiWEgeAj3jucD7gw4F3A9CFzRIP26Zy9yTO5deVZYwy1qnT268ikE7fEnCtVvd/k0Zz5bZXwbdfboPAPvKTDEf+hlzFAtOQ58bP/+r/m53/7V/zs5/+CaZqIITDfv+JYVkrJ2MdWia3SUuX2czWHOb8fEINhXjNfvLjnD/7oj/nRj37Mv/Xv/DuM45Y1Nw77hVIhxEF7yTlxvD8gqOXnaQ0+0qSd0TKIYEumilGv5v4a9fXAt2Zhnxx+esLz6/e4CA1jHZkRbxKOwpozKTcOBUqaqRXGp+9RSuFw2Hc5asuyNLCBzfZaPzew2+zIFfYlw2qwdabVPdICVgTRPtNZdwk6j0Ea1AwSFK/v7G+HS1aV34jW6iwndU5EJ8YFPzDG0De3Sikzra6IeKpsMcZxsdWAaHxklxJbuQSEGCIGIR3vAKFmePHyJfNywPqHdtgQN1gPJjTSrPOLwz71z+Qwk2bvei8pGit4qzOLEJCyIHUhpZHShJv9vl824cWLF2CF7fXI9W7XlXLfxRo1PyJcMoyXtOapWYAFu704W26+qb1TWyUVUa8KTrfI4+1KrUyNOTH30bhleGA2v0Uefaf1Nij8j2D9PlWCCCyHO+5uXvDLj/+Gu9svcCTKqhmed4qnb2nG9haJc6rZ01rjuKrlpLGxwyB1EInxhGHHn/3kX+GP/viPscYyL4mUV0WliOmkrsS6ruScOoGoP5wCa+vdk3PQEaqYM5NYX5cOk334rA1hu1VDmBgi3qoMtKlQm1PegLVY74iDRSQpbt88IISaCKY2aNqbtn5DyysilVwtrXkcAyEO0IrK+7RKK1Ddimbzj4Llo81fWlMZ8H4BpA9wz1IPop9JB9FQusx2CJ5adfN1LuL9iveN2lqvJE6y2xVjVCfJdsYyMeKevHM+Bme1dMnBsq4L6zLz4mbPq7sDt/uFOKgD2/XlNSEG4hipa6WVh3PdmprpVOd690U/i1YoFcORmhZKmkmykmvjcJwVPmsN4zSq+51XhrlYR6uF1iylGKYgRC8MTpMFcQPGudeqhFPL7qsBwtgHdrEonqJXZb/zkXi7vuP6ngcFee2PN6433HzyW3/g9GN/97tWepvl9Fsf//Gmdby/5dWLz/jVxz+j5SPeFNYOdRyCwbSCpBkZAgp19Oee/yEVjPUMw9CDQqNUwdjIZrflz/7sL/jJn/6E1uB4XLjbr4gPGKtsZN2QVmorZ5kGFc8XSt8ktbXyuCUG1KqB6bTxnoOEBsPdxYVCEr3XjapWqIkqarRjrcX6SDQDmEWROebhREkTmhGoGRsiPk7kWpDaSFUQCXgzMsYZaYk5axCQ2qjZvrb7nDauh+NvnXynxy21fQUdJuc2mr6BehBEa1lXURkIO+BdwXvlL7QGa8oq8WArwakjm3W2VySB3faRDhAaxGq03N2+Yl1mXt4c1H3us1dsLhybbSCXyjhOTNtLHe62fhf3wLXmhK2WcVQPg1oruVRFUZUjeV1YlyP3Rci1keeMjx4/eC63l2qC4xvWBw0KpVCrpeTAZteIvjF6wUWHxE1Hdp3OqTlv/l8NCqo59TCXeYso+odf3/OgAI+aj4/+/k1ff/Xnftv3/a479/cZiAmKQddlu8zaV5tRQqGR+Nnf/H/55Ne/ZF0z1ig+fb1/BVIZwkQcB4zd8fLFlyCG7WbDmlZSyQzDhoYlNcNahZQrOWX+9M/+iH/rf/a/4L333iOXym9+84pcdMMYpy1QuJlfqoVirWoC0x/4Jk3lI1rBWItzAdPaOTCItK7p8yhrfeRgJqLwy1IyqVc2SjbzqvIqQlpX3cRaw4eI856bmxu897zzznOWeVb5Zz+oqunxFu/V93he7tltN7xzPbHOQloty7pSykxuKyaDaQVTFrx3OmsAumQRrWQMlbFmRMIjyYTX10nOwrmI6736pS2IacAINmKsIeUO402CD09x9oLNONIEUk6sqXSF0tfl9qwRNsGw2W0wznBz/wLnCnHrqblxvE385ccf00RJYJfXnu0u8N7zDxiDZxM8uegs6def3LDmmTkfSceV1oQwekoqlJQZvWG0Hr99h+1k2I6OaXeFIBzzQTWJgDEEqnUs4tluduy2F7rpS4O2Is3R+vmy5uutN2dVbO8013HOfY3Y9nb9w6x/FEHhu/IHHlGQOOvu8nhIdfr6YcPXsr71QWYf2iHnyuDkCfVN1YTIQwB5I1TukU6LzgRNx/Q3Wu1ZsLUd1CKUotaS67zn5YsvuL15RavtrGWv8peV0gfL8CA1XRqk2lhzQ7yhiSEVrRAEy9Nn7/LOO+/yzjvvYJ1jzYX9caH2Tdw6rUJSSprpn3gH0qCLqbXeVjGnz/1aUNDh82lIfXrt8dePz9tp6GjsV87fifXaNxBrnbqaeY9zjtoazgeopXMi+sk1DusMzhmcm1Su2+1oolbwJ9eyVk3H0xfIliZAE+ViUHFG50a1FZqxCH1Ie2p5nD77a8cpOiCvpWPrrdqdVrAErB2wdqA10TZOfeAXfPWGFxrZlPO5VE0g9ceuRUhr5Tjn7pAGFU8qgWk8kIeAjIGGpTbRGU0ppJJItWiLryjLexgnNkGZ1cemtpxDVMOehsG7iOvCgaomq4TFadqy2V4gxiHmcYuoV5Cn/1nbUV8GaxWdpGxmJa5pNXHiNpzAXebhWfnq4/S2pPhO6x9FUPhuqweA05e0Ryneo9fNw/ephEPDmG6TyAnl8vAz5zBxfouHNgYi3WVMzVdON/O529FnrU0guB50jCOXRM5qo+m9Y7OdGAaDMYXD/S/47De/5m//+mf86pe/4ng4AtBy1z6KjSaV/XIDqSK5YmOkNLhdGneHyrpUhrGq4cpSSNUyTjv+vf/gP+b6yTUA+2Whysrd/b0Snqwlp9RLfovzuhGXWl7D+7+28bfXN7PfZ7lHpKVzRXHuNIkiWES0t97X06dPz9WDC4GhD01rVVJWykk9luOO3AplSXh7hQsjcfTEssfUA0tdyblwJEDZ0+oKSYfOVu8YGhCHSKsNyUeyHWnOM4RIzplcu7ibVR7AuW9ulEx2nG9pMgA6hLUEhnCFjxPGOW7u59/ZrCy18fJuT0kzZZ0xjIhY7l7edj2jhg+6qaZV2N8WDneF9fAx4+TZ7ALTFAjRM253mGIxKegcpDOZnzx5wvOnz4lWFVQ/+WzPECNDjNynGescF+PF+bq8vHvJMG549uyK5++/z9N3PiC5LcEORD9iejWpUh8KTQ0+4rzDB4f3alXqnO9BG7zX+wwe0L4nNzZQkqCeW/t3Cgjf9xbV9zco/L7706POkCbpqvuimjiPq4rTHz27bL2iAJV4tgpV1BjT5YKbyjufwBIGOglKLQKbNHJW+CimcXExKNEsGJbjHcvxnp//zV/z2Wef8MuPf0la1t4jzqpRVNLrNYtVa0mqtmlSXbv5y8BaugFOKlxev8PVk2dsphFvHSVVUj5QG1AzYiyVB+SItab37ttZ5+d07s6s5e8Iy31Qu/w6CckYQ2ucM0f9PjgxZC0gJwtH53E0oODFI62375pVWKcUDIL3jiaB1obzcPNxCuqcey0j/ersyEtW2RDnzp/Z2g7T9B4rTQfZVfH1thvSWDzeCtICtVpcU9sD712vFr7SNJSClUxOKyVnjseDqsOmRCkzIpngdBDdmtHqz8M0dI0iZxkni/cWY4VcVKsohHKuKEN0hOAZXGA3DgxezXasMYyD4G1FJDOG4bzJn6S3t9snbLeXPHnyPjGOWANjtEr2E8EbnZHoPOEhUBoMwWmFpy3HB6rH4/vhq/eBgo2+PpP4LsS173E8AL7PQQF+v8BgHr7PGJULPjWeTi2T0/fp/dfbE5hz89kY3UikmfPbPQ4Ip4MxQg8Ip+qikfOKolAam63q40trzPtbbl9+yce/+AWfv/iCz198zsZPOGOhFlrJlJLOyLxz8mRPm2yj1HyWXDgsllK1WtjtLnj69BlDDFijhutrLpSmrmQNHfqeN95uUi/N0MxDxXVCF712Or9jCvZmLPspUDx+XV77/j6pQMQjKn2qX9t+XA1oBtsySMF5i1SPEEEKJ67AaTnvXgtUrx0j4Lt8eev2o+dKyjq8s0jfNB910TpeX8lyTVz/Nz3+4B2lKjv88e80rUBbKMuelBLzvChXo1RKXZBWcA4c6rWB0UsfgyGMARcs1j8cf63Sqyv1wTDGEIIK8F2EqUtnqLQFNIIXjCm02ojxSnWLBFqvxrYXT7jYPeHq6hkhDIAhBkvDUETUqrST1qw154xfuSAquWF7m/RNaN833UbfdGd961vuex4VvsdB4U1NyDesxzPkcwuo93Yfv1s3BbF9I6oiIEr6schZQDOtK9JEh6bWq578GayirY1SMuPosVQmVzHBYLzKGc/7O15+9jF/+Zf/JZ9+8ms+f/Ulgx/58NkPmI8Hcl7JpUMOi2BkwZiGcWpjKa3hcsVmoaXT7xZovcrwE+998GN++MM/pOApuVFb4mY/U2vj+mKjA+JeBcmjJ7a1hm2PceVyzjr1Af/2bNPT/OBrl6XDXX+XnLJtavSjWjqO2jzW63loNQGxI4cqxjZCGhVRVA2k5SsHY7BhAAQpmVq0zx9iOH+L914tOaMlVYMzluQaGEUnlf7fa2S11mlwUnnTctYyRksqhVoq6XjHus4sxz3z8SUlJ5bUcGrzACic9DCfrDoNm0kF/8Lo2Y5bYowQHn5f7cZE2paxvUKxOuuIwr4s7O8y9f6OVnTgXYvOun7w4x3OWtYlQ9NW3ocfPOPi6hnXz9/D+Q3Wjxh/iQVcrapV5T3WKTnO+4APXj0h/Klt5M8bunXufC988yXvz7Q5zZze/B0PPdu3603rex4Uvt1SuKFmwueb6/RujxmwrwUMrQ1M/3ZnDWLUUMbQECnneYP2kSrWKa4eBOug1ETNmbu7G+5vXvLlb37Byy+/YH9/r20i46hZ20WtZJV6lopBsz7OA9PWM7mq+48YlcPuaauzDhcGNtPENA4sS0IwVDEPMgliztj8x8NfWusSDyfk0CmrfagWTkHh920l6VD29R3gvJk+DtZfWadAcXJfO+nqPMgwdwnp9jANEt2uevbakUZGN0VAh6S2M53ldC884lkYsN7jQtCg4D0enee0Yvr5Pw2LTwZAnI/zgeBoUJbZie38cK5aKdSsrOZ1ObIsB9Z17cNqgBORy2Ftw/nWB7iGODh8sPjo9e3tQ0WFeUg6hjFijWo51UavGDwKImt9PmLZjIFSOiTX6PA9V52BeR/Ybi/YbneM4wgmnL23Tb8fnHM47ztXQwOpO8FuHw+XzYPaqXl0zh5eewQ6ePQNj3/u6/fVozd47fW3kQK+10Hh2y8RoUpT20rj3piyCJbGo94A+mCfAoIbT7LArYt/KeRS+qbsgxCdIIsijcxgOb645e7Vl/zl//v/yc2XX/DFJ78GFxHrmMZAXROvXnyGtJXzHMMkrE0dcy/UrGbstRZSzvoAE5nXlSUnnB0ZhpGLiysutwNDgBcvb2jGgotQVpy1FHnQA3qsavrVc/EYVlpb62ig8Nq/nzbp0/eedIPOA2Rj3lgJ1FZ7Qvjmh9hZp8VPOymfCo+hvW+8ttUhzSuZLBSEwmojxnTZbBdpXjfrr6J/Si64EBk2E65zN5wLWJtxZkHEUpqQSu4+AmpMo/MQaFJoogHYWAd+OovxnSW4RUjLnrwu7Pd3pGXPutyRsobJIYBzA9ZNei5NYTf08+4ccXQ6sLU6Iq+sUHWD9z7iw4D3nidPdw/Bqqm8ubEDZc3kOVE2G4J3PH++o1ZPrZY5Cykp+3y32TBuN1xdvsfu4ortZqckSCzO2o6ss+rjHfR+cF4rk+hC95TQY/VeeR3QN/mvzo/Ng0wGPA4QrxcDvyV/eLvesN4Ghd9nPZ4pWIXcPdyc5ydIYZ61b1ic4HIGJPeAIljTMJ3Zaq3qtNiutFnbgZJVRvnVl19wuN/zxZdf8PLzT9jf3nB/d0tKGXGRmlcVIUsNZyybwTHPqJcuYE+Vh2h2rcGnUE4QSBFaS0iZIScYhvPHPS4r9/uZtGbtR9vCMER9iM2jz/xb1mOPW2vtWT768b+fHubHG/83DRLPl0JU2VN45IL2pkv2mEAmDwFKvYR7+6O305BKzgu0QrBjVx61hEGF3qyNeDyuVaQcaU3F/k4Z/6kN8hhqqX7Kj1FYdPRTpXQ2scFgaqBVT6kKRLBOM/PW9JrN+5tz4tBKptXSqzaH91t8VPG/MagnsjG+n1NPiGpyhDNY9wCHbWfoaifFBUfwHu8VPWZ7JatQOBCTSevMYT3SWmNkwNqnHUwhzMeEUic8F5dXvPPsHabtDh8GZW67iOnVj3eO4AObGJWQ6GwXxrO9ZWQfzIZ6y1HvldbRRZxS/dPN0f+050ThHBDO4I7HVdGb75cTv6L/7Rvvq+/DehsUvsXS+7FvYF/BWj9stNpKcLYjKwzqZCXaujFejXAMj/qlptHIpPVepZTTzOef/5JXL17yi5//gldffMpxf0cME6bLF7eWqSX//9r7r2dJsiS9E/wdZsTppRGRkaSySHd1A40ZyGB2d/Zh/tx9xPvKikBkZmRkZ2QW3WgAhe6urq5kVZkZPC5zdyOH7MM5Zm7u12+wqsrKzLAvJfI6MW5uR4+qfvopQkT1yKzQVBv6MFQ8njQY+ih857zrWSyBQPBtLCzztl8nhEBdt6w3Nba1iZ4nkEWBUrESehj+uZMNMvAABOxIGBxKGu+vv4/9fYZBPcnhHtbb+zL8F5vYpDCOD7HlprM4axE4hDEoomenzQbnDFIatPDoMGhc3/eAFjEu3oWs6K6/7SWr48w1bI1SxyQKAuEVwUq8SwZSRLmIuo0ChU21oW0q6nqzPTefqqF1icniQFpo2U9GIOYWJmWGjeSqHfMpUphPqwypBNJEQ6RUPD9EnLzgBZE3ECWsG1sDkWgQezBE49a0FuuiJPhkMmOxPCbLo9fkg0BLg9RR20krTZHl5FqjlcabmGxWMhUn9gno1JlOyPTZ8Hex+/vZ/bx7Tgcxp/1B/tBvlsGz/Z5jNApvg0R33JmpQNTscZ6QGEUyiaTFdEJUApXBo4Oj558CMaRhefn0KZcvX/DZb/+Bb59+zfOXT1g/fw7Bo7JY1CS0Z129gKBQISfLM7K8JMsiLbNqIAiBUAHRrgkuGoDYQQ2MySPFz7lUbBaoW4/KCnKds6kdzle4cMPLF5eEoDEmzjiVKGKTExXd/eAdwVuk3sotd6GebmZ3K+wjuDNpfBf2jcO+mujOrUmx90ActHvJ7iQz0bRtKg5r+5n67R1KyAxZ0MhgcLZBCk+zKZGhQQSQJoutptu29xB2jsO5GA5q634kLnQWW5o6uSMfHgdUj0sNjQoTwzjG5LR2KFroaes2dlFTkvk0A2lAGTLlkSlcoqVEq+FgCTo0eN9S4UDEXsc609EjkXlk9wxYSFrmCBkQMlDm8e5ugDKAtqkPs1JQrbDeU1tPEDk6L5gtTjg+v8fJvXtkZYmQGU7k5JMpxmQE7ymyjHlZovIs0qtVSjZLFVVUpUApN8jt+ORNy1v03+3gn/IiQmw9hFv39uDPZsQBjEbhtdjGzQNR9jhOR3xfVSy6AgS5rTMIMbMIREOBjwyX9dUNTVtxvb6irlZUmzUXL56zWV3z/OnvuV5d0G5u8GlWhldI4gwyKBlDDMHH2ZuHthFJcz7KSUjiPn3wSUtn27tZdI+V2E4d+xlZG+O9rbU0SfM/9ttN3cS65HKiLHaXRsiuaKijVcZllbrNNHpbowDbmX53/Yefb3POgwE+xHaiwz4OvZhaer1N8MarglQoo5AipFoCgQyRFRONXCqQkhIlS5ACKSu0zpFS4bHQ9VEIMSTlrN0ax+DoalOgE3aTBAc2OITQaKkwJk+GdjuGaa0JJseXLoVVBLnWceBTAo2I3dqIOSspJaR+xgKHdyqSCGIcCBUZpX3gPSROQwiRISW0RwURj8+kmH0IaOURJhaQaRXJEnFmrsiLKSafcnx8wnS2JC9mSF2ilMGoktxkGKMRQURV15Q3kFr1E4nOOxh6CkJ25IDuByTovITbBmHfQ9i5ybufMfyom+CNVqPDe2wUwhv+DrqnKKlJplaIQsTJsxRpYqJSqX6fWwDlYqNzXeT4BqxrefrNt7x48YRf/8vf8eTRE54+eUplVyjpOZ4pyumUSZ5jZgXOexoC2sXG5pkx/THVtqFuoLIQXAV2g87jTCukY3Wuk3y++0S7gURnGutkMgoNjW2QokArSVak7YaQpDaGc7bOQ9hWpnav/1A2R1cNPXy/8/pA+CiEQJX0kA4hGqx4Ltb6NIDK1P84kGuNEIYQfOwnIVPf5Rhox8hlVJfN1mRmipY5FTd0LCtvLd7ZmHxO1yI4i/fgfJecB9+oaNR9S6ELMpWRl3MQ2ZaHJARlHqXPi7Loz8HoDCEbhKgRLrKhYBsikjqLNiPU2NR4KO+VaAPWgvMe6beDYptauVIqvNAYNNaYmHOwHqUkpjBMphlSBpyrEUGgvWR5dMZkuuThw4ccH9+jmJyg89hPYVJOYkMdJchVAUoStEKZSEkFkEIlBpJDyE6mI6TX+2FHuTP47/zCDv3cXpFH2K726nDm+4b32CjAbWm5PYj0IHVvVcBk23BB7PY0CFsGT2hb6qriarVis7phvV7x2W//JdIHN9dcvHxOtVmxvnmMcw1atcxzjZICoQRV1VBtmp4WmInQK200ISXOXOLoB0DGWV5QMnojaYBUOlbRxlBKYjm5GKeOyVqB0TGGbF1gNl1ivaRqHFopAlDbBh2K2FcgxVud8/EB7pg43bURu8ZBqlj41PcnTsytt0LwO5IWQ0OwjyHbybv2sFHoEo6po5qR241pIVEypEYu7FBYERlaglYWk0m8zyEc4YWnYRNvjkiqs4P+yUMID2otaIPAhUDVVngv8GhUMaEoFxRZgQuK2sZKZiEyVJ4nT7BFRF3vFJrTIPIY8w8B61paG1tZuusblIAyV/1EWcg8zu4lqAAqCLQsUFrFyUbKfymViBRIZoVBiUBt1wQlEFKTmZwQPJt1Q+sELkjOlnMWR2ec3/+EvChRSlHkJXmex+54KR+gs+gF+UBsOyq7pHiioioG+eMYhu0gB3IWuxf2Ne9HvDW+V0bhDenrf+he4h8RdpKVcVDvOjl1vy238yMTBLZRkS4MkfrKNjFZWd/csFrd8OLlBdc311xfX/Hrf/wVm80N1eaG9eYGZxsMa7JcxX+Z6WPwbRNj37FitAuPxtCDCzEMJVIzGtGfTjzo4aDZDdJRK0j08fWQtP2lFBglaUKsllXKRCMSBowPGZOHIn3Xz85k141rmzTe/9cfQzImvguzvc2dCrtJbcKhpHK8Z75Pqie2UW+ABjPFdC27CmIG8XdNQIkQJaBD2CbmnSfSKRU6lS1IVGyT6Vf42Lq+23h/O9KRbUNfHnwb8AR8ulcBgRIarXNMVsbwUZDY5BV6FVlB3jtaqxEuFrhtoylRdM97j62jQJ/1AdtavABjVHqoAoFUia0EBhXPIZ9ijCHPs6TFtTXgIXgypVEi4GSLx6XEeQpMOQHEavj5bMZiPmcyWyQGkSLLMozJ+sI+IQRSGyAgfEi0007/qKtLGLLQtnOOu6QrYhhpGz7aKWT4DvDdjFffPb5XRuG7w9YDcL6NMVetsK6laVqKwuwIrMVlYzHZ/m/ONg2ri0t++9kXPHr0mH/+p//Mzc0VV1cXaXAFSRtDBS5V/UpBnmmMNhiVIQYeS4zXCoS4SbPzMrn7AaxjaMdCCDi7Da90ujyxNaXFuV2JBp046wA5MMnhxU3N9cZyefWcLCuZzY6Y5DmTfMLy/AF5EYvZpMr6GV2nQBqx9RDi9YyeiCIxGuUf1nVuKKLnnOsHrP3PhtpAUhmC7K7J7TCWSmqcnQqnEILQOpQMzKYFzWZNvam4ePaIzeYaQoVSKQFcvUAogZlMaasarCVjinM1dXUVjXo6Fu88jYtKslXr+bZuyGRBJgvmZWRz6XzGbHrEpFiS5XOEkBwBTRMSw2mF8xbbClqXEQJkOlbEa61ZbVqquuFmVdG0LU3bkuVThJDUHmy9wdkaVIHJNPO84PzsnPl8yWx5PxYUCrBNFWXOgabZUG2ukyiIoFzMuL5+ydXNMzb1ps/jHh+fsDw+5yc/+wXF5AidFxTlhCwvmE3KVCMhk8GRMTEvFUpq8iKLZIwB5KAOIeYTdn87UT5b36I3v0mI6FUIKd8yso8i3lOjkGZD3kJoY5IYgZQBnWbocZa37RnsQ413jraqub5esV6tefnyOZv1mpvLK548ecbF5SWPH39LVa1Yb25iTFpIVGjxaaYvROyCNoyL2tbFJJ8ALWIthHcmzvzY4ENGCApUFCRTxPh0TPSm5NtQNEwKJNEgDStiO2/BeY8PAuclLiQaYMgQKkeZIjFgsjjb01lMuHYMEaMjTVB0RUVwKH/Q98p9zdPaz/wP0UoHVNLh+/3XsDubjAYrzt936gdCvK+dmqZMQoVSCLTMUSJKfDfNhtXNRcrJxAEYEe9GQIKPvRS0zJBaIpzsvRipNd2t8C71jrYS28akriNghUcTpbHzbEaRTcnzAq1j/MQH0DoQlESqWcxRqJpJGkSDq6ibluvrDdfrmqbZUoej3ESNEIK8KDBFSS4mlJMj8jxjPi9ZLJZMygnaxJ7JMcyno16Td7HlaOqeJgixnetmTcAQRPT6fACTzZhOjzD5DJ2VZCYjN4Zc65iwT1XKW1ppTCh3hvq2B7A/0VdEccPhMmLn760N/BHxTmJ6P4Lw1ftrFFKcVsomzXx0UmTsujz5KJVMF7OtaJuKmxeXfPH57/nm60f84z/+Z66vr7m6vO62St1WsYYg1ChZIILEN2tIdZVZmUGmAN0Tm9rGEvAoLTDGkClD0xY4X2F5iWSBEBPQAinAiAA24FxikyTWxpYWq5KkhE669vHorI3JROscrRNsrMJ6jZAGJSZoM0XlM7K8JM8LjMliQxplei/BJL75EK+qO+gF3Abf74eAgj9MEe3qCraGwB80CkII1GD7W4G53YS339uPlN1gJZiaEomjqTesV1e8uHiMcxYporoposH6NiWhLa6uMUWBMIp2vequBCbPesXQto4idbYxtE0A3+AJtMKSeYNgQpEdURZzJuU0EQQC3ga0jiNkVszwzmGbivlUoaTn6sqxXq94+uwpl9cbvIdpOU2aRZrLi5cIIfpOa+V0zoOTBxRlyXQxQclo2FvXpDafBpXFvJGwFcaX5OWMplpDcGRasFpNkLIgqKTt5SHLl8xnZ+h8js6mlEVJabJoFExnFLZDjJKmp2u/fvDscghb9p+A217CO2JMLN+N99YoSCkxxsQHoZdejj/EF0+f8fLFc3719/8/VpuGddVi7Ya62vDy2XOapkr9DW5omprN6gbvWwKBXGdRgVMEXHONSHF8bTJ0VlBkEqME3qmYvBMwmxWRVugDdV2z3qzI8wyhMqQ7joVugFEZEg+hIbhAsDF8JGQsoIpdyMCrCQqHFn4nTiu9xHXRpuDxriIEjUBTFoZyUnI0O2KxWDKbLSgncTZpUtJaCok2Ospk38HuGaIr6BPytlseDqy/v81OBmRne28A2YWHUphLCNm3xXRuG26TaRYrpUCJBt9uuLj8lqfPvuHJ40cIW8cQhrBQW0TwTOYlSpUovSAvPUJYLiqBs4p2lZGpSUzUm4BrFKFVrK2nDoEym2AdOCfI5nMm0yXHx2dk+RSlS6yPnklilSbvL/beMHnJk+eP2KyuePrkEXXjaFpShX1gXa376318fEpZTvnow08pyil5UXB0dILJM7KiSCqsAdMbVYnOcqSUeFukfEfg8tk3tI2jsVGio2lrDCmMaGA2X3B6fp/FYoHJS7J8QmZ0nNhkk1uV6lGmO4WG+nvFzjIMPIHoTcc8RPzsDkHFP3B8F4xhoyHeW6MQE6mJjrGHarPh8uVL/uU3v+HquuJmUxNcg7VNamLjEMKlqmCH1jFBK/DkRseeBVoifYtIMsQ6y8mKCVkXN3WpC5bzmCzOVkWQ+BBonSPrZBAGbR47skzkuW9n0cHHRKu1PikTxIQmwmPEVl0yxXqIuq1dxDjWUXQJx6IoyPICUxSYLIvCZUrtFKX5t2URcXhA36GSptqKIYatOffxqpleiDZ5N/G9783sr+4tztVsNldUm2uqzYpcCZR0ON8irI1kNELsaqdMooV2oalk6K2MTDANIijwGrAIEchSjwXvBVk+oSimlOUUIfNoBXwMlSgpIhNHBqyNvZuds1xfr7i5ueby8obY5imq8HZkh05ZdDGbM53OOT65lxK+hqIs0cagdBa9kTC4hkJgsjjYeyW2hIte1VbGpD+B7nYoBSbLKCZT8jxHZzGpHAvsOoXTITstJelFN/iz8133Ykg17e/bnTetX/DO38Ih7P52XhGOek/x3hqFV6GtN1y+fM6vfvWPrDZrmrZhUk5YzBf85V/+kpvVDZvNGufWFLnmZDnHmBiKaBuH1pqiKJgv5rHyODNILVFGUK0a1jdrvvrsM9bray4urynqOKPNs4IgDVkGND5JKjhUFnsSN02U3Q6uky2Og2rVelZN4qcC2Cj5LIBF4dAqFZOZDHSOdzXet8AarWLjnXI2ZzJfMFtOKedz8smcPM0e+zCMjPmOLvm7U7Us7n6wQlJ+6/WQBiGgnjUUbndm6/IfQ4j9/e7vKwTqpu6ZLZ24XjyO0G93uMEAVO2aan3Js6eP2awvkayRarJTcBdCwFYbXNvSGEdTgxC7x31zvUGuJHlZ0jk5R7nGBcHaGZRUtN5wevyQxfKI+fEZm01NXTW4NrW9LONj6bzjxYtnXF2+5MWzR/31CrLAORtpqrZCCMjKBSen9zk9u8/9e/cpiin5dJkkTLZyJ7auUKmYLNYzyB3ROZVlOOdpU/GdEBJTTGL1vC7YeI1wAA6tDJPJhKyYoExOlhkyU0QZbL17j3qjIKNG025t424yQQ6M1U7y91aC+c6fwRth9BAO4701Cp0OTT/RG/DSTTFltjzlk0//ghAcUsJiPifPc6azOfeCRQSHyWMjkkmRo1TneSi0zsiyknJm0DrOsFY311xevOTyxQvW19e07RopAmURed9Nbbm+fknbbnC2ZZrHJu9KBHJyCAGZmtVvZRwiddK2jqaJlbGRLpgyGAKMVBgtMEIRyxtEmvVJnNcoU6B0SZ5NyfMJeT4hy3KMMbsx+cF1gtsJv2EBUEfFHC4rthf+1n3oEsA+FVh1i3QSFcOcReB2krnDNncQAEcrYkivZ0fdZrMCFuEsTbuhatbU9RWIFpPr2LlMSWRWgLEE63hxcU1rHY11zKYFRW6YTgt0Bib33Kw2WGfZtCG1lkxCgy5gq4asWDItjihTgpbBefU3TRlsEzWPrm6u4ySk2kRG3CBpDmDKOXlecP/BQ5ZHZ7GQbDKNaq1CIHUMPXYz96jVpKKMtVJJplr2RlsrhZTRCzbFDIQmywvyYkpWlGxuYo/uJkmuCwRKa4xRGCPRWqRnYXiPozxJNwh3BXM7lNPuN9K/jr+5YQ7hoKf3BjP8Q57Boe9GbyHiPTcK25h77IQW46t5OWdxfI+/+OXfUBaG6TTneLHAh8DF1RXLaca0zFgcz3YKbISQmLxE6xytC1TegrRUmw1ff/U7Hn/zmOePHrG6uaRxFVobClOwWceZ4tPnz6g3a1xbszw+JjeKSS573ZfOKHRx8UDAOktrW5q6RcgCUNTtVqxNK4EJkmJvdh2CwAWDkgXKTCnyGUU2o+iNgr7FKooFaHHfr2tuMwwFKaF2BvFbieYByygMQkY+Ge6hGFqnNnsIHcU0htUEIbTbzwey3UMIbxG+om42VPWKqroAAVlhyIhGQZc5IimjPvviETfXK66vrrh/dsRyOWW+/BiNJGsD9eWaddUCLZPphPkiSll7LE1zxdHiHscnZxSzY3Ses1NAKQAhCdLQ2iuqzYqr6yvW6xvqpo6Mnu66p0E8nx2xWBzx6c/+gulsSTlZRPXXdIk6sb4sL2PiV+7P4Ld1G0KKSBtNMiFZMUeonDzLyctLsmKCuFrhmgYvRKzhELHQTifDoLVMXsC2AMilRkfbUG2IuTzZnfR28L+lZTT0QN8iVHTXAH9X9fJoELZ4T41CF48lzq4F4KMUgfcwnS7ROuf/9j/9PyjLgrKM3bYIHuEasqxAmwyJS4OYjQJfOvaVbTY166sVn3/+z7x8/ojPfv0PXF9fcXl1xdXNGps6Vjlb46zn5maDtY7WQmbmTMojykmOUhInIOgpIsvxQuJCjbUrWmuxzrOqPZuq4uZmRR2meDSZlMhOo74RKQ5cxbyFkCmkApkWFOWEYrpgNtXMZprptCRLssYddkIoPsRn9i10jJx3cfBhlwnkg9/JjXSSzsPq5H0uO7AjKtd9H/sU7Boe5wJKxmKvocfRFfU5Z2O+wLVcXDxivXpOcC2TYkqRl9TrVfRsEjU1+MD11RWXV2submqOjm73aCiMQIR0jtbx8sWGLJNxnpzPWSzPeHDvA1qt8c5TrRqCB6NNrE4n4Opr1us1q3WND5FNFmmhK5xz5HnJ0dGC87MTHn78c6bzJUeLE4JQ+EDP7smUiGQFbfpKY33AOMY8RuT/C61xtkXrOrLUmgZnY6+HxkZtrBA800lJmRsKo8gzFSW8BwVwQkbufwhRxgIh0SZpg0kfvQliA6T+OAZVy71MNh3rSHK3HOKr0Ct+jXhDvIdGofc7U8I1PsSim80G0DpDCMnZ+T3yPCPPM5q2RgSPIUTXXGnwNrFaLKiY4L26vOD68poXj5/z5Zdf8OL5t/z+q99RNzVNW1M3sVWi85E55FoXK1tNRlHOKHJNnmtm0wLw2LZGqgyEjlTAAI0NVFVD6xy1lUn1Mxq0kEIGxhiy3MTm60r0Hd98X/IcY8mRKWLIMk2WGbTJUpHQoJn60FtgGxJ6K+yVLHTV5EMPIcbMd2sRXrefMCgh9r1OkmAnlCQ8wrmdIrsQPLZtwTcEW7FZ31BvVsjQsX9karnqItMrbd+2Fmuj0KDWiizTqbWnwzsX+zBrTUBStVC3baT8Ks1kOqecTMnyEpcKGa1zaZauolHwDt82qTI7VTa3igZSMxyYz5ccHR1xcnLK8dERk+mcLMtxQeB8vGdKCopcIaRBKIMxMZ+hddSxiqGZgWSLiKEklMKma1faCUppqo3H6IzMFBRFjsBwdHTEZDolyzOUllGCW24b4exEetLsX8pB9fI2nph+GNvq5LhOEoHsEsHps1cZhYMewB2fv2qd9x3voVGIiLF1hfdJ80Wq9OBHLXqtNXle0HkIJIOhQgahBttAVsZ1vef65XMuL57zv/9v/2+++eZbPv/8d2xWF3jXkJcmblMEgnXY1nO9adFKYpTko48eMJ0tOD37GK09WgXy7Ii6WvP0yed42yTdf2gaeLkWXL1c0bQV5WyBkJpiOmciS6TKKafHlNOS6XRCrmL+w7cVa9uwsQ24aARlNqUoSmZlxnw6pSxnqHyK1EkI7UBPZe/ennn02nsxkLiOHsSbzweHSePgXMwB6W3DIOscOIdTLvX/1Uk91rFZrwjNDb6+5sWTF9jmkkJ5RLC0vqF2NXjXy4rYNvadMBLmGZweTzk9XeCbimbTsLnZkGlDZkrqkLNx19T1JUIvmZUFP//5TylnZ5DlsGoIzmFdizQlSuXpWrT4tkELTZkVnJ+c8YLAxYsn3HvwEcvlMR9/9BGTSclkWlJmWX+fdKqQV0qRGcXxsrsOgqrVgERLhc4NymgybQ7Oop03tC4jL0qapuHl88DR0SmhaTmex4nGg49+xsc//QXL4zMwUSZDa5m8UdiGigaDfKIJK6VTbQrEqmUFyJ1QrEoUaEfX/GZXh+xVGBPIfxjeW6MQw5kC18bZpcoVImxnMMF76qZBJClsqZI6Y+R/4p3nybe/5/LiJV//7guePXnK5eUF337zGevVOsb9pSIExXrTbNsLyoKs1HxwFPsgT8qc8/MHTKczTk7OU9NyiVI5l1eXvLx8SW1fxM5gQNW03Gwq6qbBW4uWEpPl5HnBdPGAopxzdHwvDhqTCSI0uLbm6uo54uYGv15Ruw34KIqW5RlFWZKn5LJSMW7dzSJ3krxvKfYyTAj3GkiDnghDbaC71tOJxnloz5GxFKXC4/thrwIfZ90uavY4bXBSYpVMyXpHvb7BNivaKt4vISQqz2O+pWrBxepnlRnaxmJT+KRqHasqpMK/HKUzZLMihA2ryuOwOClxQWBMzmI+Z7E4Zrn8AC8nNK0gCANKIYWOSqyDGbJQxGpjKZEqoM/vM18cs1zOmUwKzs5OybPowSpVgNQIpWORodKJ/aMQxvTlX1kKzcgkN6Gk7uPr+8JzykcJEFlE8T8pGspMsJzniHAfYwyn5/d58MF9psspjYvhoVep40Z12m1nNRe2RWnb0rTbM3c5yE3Qn83r8ToP4PAxxr8/Vk2jN8WPwii87WDVuaJKgHVpZmoUdIqkxMGrrqvIq5aCUhuECHjb4F2DbWq++fp3fP27L/nPf/d/8s23T7m+vsEYj5Iao7PIPQ+GpmqQWuClYpJPKIoJ5+dnLBdTFvMZZycPKCcTjo4WaJ2hlIkxcKlR2Ry/uqBNlKK6bdk0Na11iBC7rk0nE+bzI04ffMxsfsK9ex9QTiaUZYltKqpqDUrSeE3VCGoZAI+WgizLB8nlVJcg1W5Cs3vdd1K7/UDdWYfg44Ae5G5Vcsci2q8y3t1eorGyLXbbX3RoFPbXD97h2jpSeJ3Hqa3omneWplpR12vqaoMPIXb/Mhmu9bi2RTiPUBJpMnzlaFqPbS1N61g14IJCyCxRV6Nu0KYNNM6DthAkmSlZzBYsF0dMZ+esmkBVB5AysYL2fpsidkLLiPUE2njmy2OK2QlF5sm0ZD6bo5XGaIWTU4JIbTXTLFybPNaWaNX/3uXgSddK996FFGIn+ay0jrkcKSnLLIbeRMt8mtGezClTmHE+XzJdTClmJX7t8X6QsN6rT0ivBrLqAidEfzNF/79bdxHRh5eGFc63r9mh+3/X93dX3x/8+L3Dj8IovDX6SYqPScAQqDYNSkuMkYR2hfCWQtaozCAzha9uuLy84Df/+A88evQVz54/4je//ZLVqmK1qlJjF9hsHAiHoEFKhTEFH376U6bTCfP5jLPTe5RlyfG85PTsjJPTU1x6oIrcUBYFWmt+9fd/x+XFU0S4Jm6tpKlbaluizDGLB/eZTkr+6q9+wcnZPc7vfUQ5OyfPSpazDCcEFkG9WaHWa+ZVw4uLFZu64uqqoigmfPLJJxwdnzBbLJguT8jLknKm8MEQgsJ62z+CSihEaqEY1UO3DCjvfZ8fgO1gr2mRWGqfEURAJy0dgqAJZod6um8Y4uAdCO0Gj8SFwyEBeRerSEiEztAIgrd4v4lFWantZXAt0r/AtxVNXUeZaKkQAVy7oqmr6EV6aCvP737/hMePntK2llzD2UywOF5QLI+4evqYddVQiYJyMSUPkpdXa/J8ymQ65+Of/SuKYsKTFxcgc0QKFQliMhipQUq0kggxRchTuv7eSsQ6EqVM3+JVd7LoUqB1FjWpZPxMJHqpFIKsvzYCPUjYq0FCuGtyE6+ZoMiLlBPYJoHOTkvoih1TjklJhReKqhIIspTclqnwLcTXKQnQ7ctZgRNgW4+U23a0t5IQxGBRn//i7RR2w4DRNVSwHfFmeP+MQpdnZUsLj0bCxiblThCCBeFQWuBcQ3Vj+ebLL3n5/DmfffZrnjz5mhcvnvLk8bc0rcM5keqDot6ploosN0wmS4piyvm9h8zncxbLJcfHJ0yKkpNlNBLT2ayfxsngUNqAgIvLCy4uL6iqDXUbtfKdF0ilKcs5xyfHLBZzzh98zNHxGUen98mKI4zOyAuFTbN01zqUdihdEITG+6iBH/nnE3RWonQ0RFqlvrlB4YOMVbPd9UqJP1JC3vcKlgJBIIjAjqffv9jq3LjEXNoaEHG75iANaDF/HOID3q+2+4D39MW7bnV3g4WIdyaxnUKwONdgXU3wDZIWpSVKgHORUR/5/LLX77HWUdUNrY/naVJBoFSStqkjo4woWBgrxAvycspkeoTUBQiD801k1WxPtR/IhYyV40IqVKKeyqTk2vWn2LKnOmlz0Yf7dMziRu+U6N2q1MweOjaP6K9vx/QZSlb39NRuPO9orULGQXzPLnc1L1F+It2LwYM1pH/uihLGdbdFat2DeDcCqY7oHQb4d00mv6856PfPKOwgdsXCOzJdEbzF1g6Zx8IerXJefvuYx19/w7//9/8vnj17RFuvaOuWtrGs6pt+QPNWEoIkK5dMFjM+uH/Gw4/+itnilPnxGfPlkqPjYzKdUeQZ9++fY+sbbHXN8ek5QgRuLp/R2oZqU/PbL37L02ePubx8SVXVcYZqSoqiZHky49Of/Zyzs3M+/fRnZEWByQuMmiKlxqmoo6+dw0qPUo4gM7wocJSIzCPzEpOXKDNBqjLFejVSFls2edB3Fol1IaV+WPbg2YaXOrqhY5tybH2qMiatcACCOFDuSGHjkXgsmvAGg4JSHeV079idg7ahbS9p24rNeg2uJZdt7D2AZFM5hFCYLM7mtTGUsznaRM9m1cSw49Qkr8gHqtWamJrKsW0FQjNffsBiecLR0SlV7ajbBp3Ndue7QoJMSX0lY4J/3JUa1gAAQatJREFU3xh0Gk5m25dAyUh9llJGtpiUZCKqqoZ0X3RSKN27cTv1JYdapg4W3b+q6d9gGdJMfJB/ivIYu93Rdtdg6xm8p4Pu9x3vr1Hop0IN4JCqJEgHoWWzuuHm5oLf/ua/8dlnX/Hll7/n+uYGEDRVSyBWuR6VZWookmPMBKNzFosli8WSe/fOOb73EZP5MadnD2PDEWOYzSaxd4Nt0FpRzBaQxPSyLOfls294/Ohbrq4vqTYVrg0IIptkebRgOjvm6PwjPvn0J5ycHHN8eg8h4mCpVN4n+mSwCOWRVoCLfXW1Aq2gzHOmkymzxQmTsqDIZdLIURhtsRh8UOhgSc149y7dsAtWIAiJVtGAdP0U/EALv6tHGMpt+6QjNExidxTUXpoigA+m39WbSi55HyK7xVl0aBDYSCoQghZomiaKGtYVUgSUAG+jhETTVmQ65gIgGajWs9pYrjYthQ5Miox7J3MKo2LC2seCwca16Cwa25OjJdPZjOm0pKktITgyY6Js+R16Tr0B6PWmtl6C1gaV4vVCaVTqESR01KXSSiKU7PWKpIiVy9ttqzQWS6QM23FZdJX43eswmN1391v1s/Rdqunw9WAb/ft9vamBl7e/gVdgpI1+t3hvjcJ2BuxAeJAZ3jdY13J1ccWzJ4/41d//R379my/57Muv+fDhveTuCpTOUNpQTgryLGdSzphMl+TFlPPjI+aLJafn50xPziinc87PHsY6AudZLKcxPHTxgswoiizDuZYQomTA9dUlTx59yyZpLkWKbOxmNZ/PWR6fcu/BR5zf/4CjoyWz+RHeB9o+Thv9d4VAC8AIrI69IqSI/PXcGPI8j/o4uSQ3CqVNHIykxyEgpJDEwViuPJwcBnAi6vIPaxscID2S3VaXW8YJwDav0A0sAbmTIRXBvTIZuCOr7R3eWwwtGgeyazYfRebapsXZFqEEKJmK31zsoWAio6g7K9s66tZRNY5FLpiWGacnSzKtIq3UK1rnaRqLzDRSFcynU4pJicmy2O+AODMPYetR9efa8/jFDm0zGgSZehAotIwtTtGxI5oWgZAKJpXOotrrXiiowzCPoFTo1Um7MFl6h5D7AZpuO9t79aoxetcgsGsI7s4oH97WaAz+LHhvjYLzjrZtyJLoG8DvvviKf/rHX/G3f/d/8eLFU1aXj2nbluWipNqsmU5n/M1/938nyyRGx1mb1oYinzBbnDGZLvjwk0+YzJbMl2dkhUlaMnkv2VBVKwIuMjucY13VFJlhs6n459/8I//0D/+Vzz//F9brmz6ZO1/Mmc/n/Oxnv+T47B73P/6U4+NTiqIky6LeURcu6UT0QONRBO3xcoOta9rW0aRmbJJAoRqm2YSiyDH5AmE0XosYKAg+Nt4ZXLNAoHENUitMthWcs+22slcrFaf0qZ4hag9Z3EAG+zB7KcbK9zur3V6uK1S7TWeNCWWHsx6wSOroGkkFzsXwoFsT7Abha3KzlV2wvsYHi5A1UUMKdCaxbcPN9QvapgIBWZ4xn8+5//AhWue4xpPnBVUTuF5XHN+bc3xyxvzkHt5BtWrIswkIRV3XvYnNTEzOah1bm0oZGUFd1bHWQ6OgU/gojsjGxC5NgVgJrVKSeisZrpFyy2zazvg7QTqNIHoM+1P/2Dd5dyDf0T3ck8MWg9eDpXasx76z8Ja2IW3x3WoPRsPy9nhvjYIQIFWUfbDW8ejRI7748gs+/+Iznr94wc31NbZpUnw542g+ZzabMZtGrnhRZBSTCcbkTIopk/kxxWTGydn9qCtflCAS3TVY4owL2hArVY2JsschCOq64vr6im+/fZT2fYMUiiLXqDLj5OSMxfKIk7N7LI5PmE5nGJOlQZQ0Q1RESe8kL9CX/MSkceuSBLN3qWYghnqEVFGyQyeZAqm7DG2UAA+7ZkH6ODMNSkV9oxCrfzuuSlQMlTuK5LEmxO2ETcQgydz3kqYLIw32OKhY3iafgeB7dsp2eZEokUmoTep0TJ62rWjaDU2zwXs3CF94Iu0yynAoKeK2XQuyJAiBa1qUgMKovtAuON8fS5yVa7QpyIsZeT5Fihg2c86SFRMQkmBrhFTRACQPQPTdyKJ30NGBuwFeCtWHBAVRJgJB6n4ndpbt8gxb4bvuqsS70NUk9H2NpdwbsLdey/A52S6zGw7aETpMSWbRvx54Ftsvtu9fg5399F7KOMB/F3hvjYKSEqliRefN6ob/4//4//L5Z//MZ5/9emc5qXNMPuMvf/FLJmUBwMnpOcujYx58+AnlZMJsOiObTNFZjpZ5VJFsWjabCudb8txEbrhSKS7e9asFIQWPv33Go2++5Te//g1Pnz7m5mbF0fGSspxwtDzh/P6HLE/OePDJT5iUU2azZe/dOBf7LkiToWmiVtKAHuqDpnWKqrXUtsHaFmMynA9UbQtaY8oJKo8zTC1LnA94POFAHtKEDKTAK0njkuDcQCbZJtmObnopumvtt54FsG16493uIBF2q5SF2IaVpOw0ktL36U9I6wipEERPRUkZ+1/bDd62rNcXbKo1m/U1DHtXC4tULVqWEDQoByEakUzNQEhsYymNZDkx1HVNXdWsr2/QpkRn8REyWcZiMWE6P6GYLBFtg7ce6z1Cpxam62u0KtFZlhrOKKSKPQi0Uql4UPVegpCxArlL5GoRQ4CB1CQqFYPJ3jhsDQhiK1oYzUCW2E7ddQUp029wZ6zdCx7FzH96PWAMsf18Z00hbm2vDyPtOBN3D/BbltGuARrx3eA9NAohaQj5KEi2ueHi5Us215dUmzV102LrNVLAdHrC/Q8+5P79h3xw74TZdMrp2RnlbEFeTpnO53G2LgTWQWg8IvcgJFmWo6TEexdn1CImMvPc4IPn+uoG4RuwNb/61X/m20ff8vTlBdZDMV1wfPIhR0dHfPzRh5yenTNfLMlnRyiTpRme7l1q7yVtCuGEIGL4KM36slwznRbcOzuhqWsyFZvoLOZzHt5/wGyxJCtLjCrjIKEUCI/ci+C4FK5p8UgRVaO01IQA1nf7Dii9pbF6l5LHAFJGuu32NsQZ+6CzWtrIjlFwfttOtKtnEMIjZOxot9VKCrGhUXAURfIAgmPT1tT1htXVM9ZVxWpTkUmHkp4YeYscSWvraF2UAB/ia2dp6ppnlzdUzfY4hVAIM8MFhbeB1lqyfMbi5D5lMUUKzapxSGkoi4y2dQQcQWVIk2OyPMbuhUgew+1/fQFhl3DWiV4q2GmJumUoddLYxPyRlEi2SfquuU3PGhMiGYRtovkwkiEQg4ZF7CaKh7Tl7Tr9QgMPglcag+64OoMwGoI/D947o9AlG6M6Z6BtW9q2AeLsUhsDLvL1l8dnPLj/kE8+/oTlvGQ2m/LBw4/QRYk0OTpVf0bV09Rf1ye6uFCxmZZUtM7SdTqTSoAXtG2LrTe01Q1ff/N7Hj1+ws1qTZEpysmU2fyI5fKU8/P7nJycMJnNcKpAiBhukCLNiunE2rbJ234gFrEFYp4bFoslZ5sWgSHLC2bTKUfL4+gl6AwpTdouIMDvPZBCRLE6J2I1tBQeKTQhpEGULtSwneGFEPWa4ndip18vgHAi5Q9CSiyLQRI6hZIGie5OFhvSWC4EwqUOeFIgfECKQKZjGMu2LdbWNHVFXa1oqpqmrpHbHHK/X5+8HlKLVAEEF+Wyb9YVTWtxPnXDkwpl8ig+F2IQy2Q5i+UxxmQgBK2Lnda0yWlsTC0LZZDaoLTuz2c3/JMSvZ1xSAUDIvU17i6yHFQNb7exvV9dyQK9bhC9QRE763Yho1fH60VvFOQd3kB/aIM3g7DRGxiCvU/uNAijofjT470zCh2EFGipODo+pihz/upf/ZLT8yMefnif6fyMSTnhw3sxjzCdzpmdnEcZCL3VqYmJU4nWHRVU4YPGtR7f1DRtRSAwXUzSgKtZr1d471ku5/zzrx/xT//0a/7ly0dcXl5wtVpx/+wjPnn4gOXpfZbLJSdHR0xnc7JiQu1T7FoXaB1nkMO+BdZWO7LTwTkKI8mmU8KHf8Xi9JqP6xUIyEzOYnFEUzus9SitETgkFZ4onmadT6GJux7EGoBs8CtqrdpWQauord82UTpbm6To2hkRKTFZgQobwOFcEduKdvcIdmiVPvW7dt6lIjSPlk2UrAi2p9GvqxrbNFSbFZdXj6k216xXN1jXIGggFOy3YV3VDT742JBIx77UrV2zqa65ePmSy3VD1ThOZhmTacnR0ZQXFzdsqpZ8eo/54oSzowWrxmM7AyMkqAxcjRSCSVmgs5hgjp6A6Gf5nXegpcZIHbPEewOgUXpHk0pJgVYaqSQDpfNe5TYux35EqM8T7CSND9zdzhgMB+md30JnPbv7OdzYMLv9hhiF7L4feG+NAnRyDA4h4P4HHzKZzTg5PacoF+R5xvFiq0FfFAWyf/I6Lr1OSV2FENvYr0hJWkVsOq5kHNAa26JkLFRSKadAcNRJy2hSlJTlhLKccHZ2ymK+oJhMkTqP+jYyMnSUTtTEICLTRsSZdowha6BJeYX0vAqJyQyIEm0k3kWNfu9AEFB9rEgQkkGAVAWbBi6XKnmFj4nZDsNnvk/4hgDBk5wyJG3aZqRNBrrtdNuI8hKxTsSjxdY7GGw9hmDwCGz0DnzqMS1Ay46V5Lla3dDUa6rVJavVNU2zIRBQqQpZ66iEO4SW0XPsxTiFgKAgKII0eCzeRzG8qrE0jaWqaprGcXY6Iy8KWt+FzATSGIKQOOdiIl9GllHHMNrNAww8hgPhmSh3MfAeYLBO5xmkwbtXGx2yhG5fze2Y/Yq4fRfKGRzHznLidhH7nXUJt6zTYW7xXWJ6I747vHdGoYtXhhD1e9pmgxCBn/z0FzH+7x2K9HtWkUbYNA06yxBC9A1eBAKt8p7lE5L8LwAquvu9UVAtbduyXtcslnGWH4IgM4oyE9RNg/OO85MzZrM55XTGRx9+2HsILtFLpYhtFbXWUZXDB9qmBZGa5mQ5UgVgnRoGCdokDa6NQKmCzGfUtcM7T11blGhR0uMxIFQ6D4cQcRDt4tBCRMaOcDaOl2EwE40XYIsQkG6bZ5AhVvl2RkFIgbBuMERErSXFmgO57X47BEsQHkWc1Qc8NokmmGRIHJ6ri+ds1lesb55SNS3eO8oMjFLkRvXHGA87HkWhIbhA0waETicTDIgCsgnIhgBcbyyXq4br6w03Nxuch5PjI5AFq9rh2zSITyYxjGRb5otl39xG6ZhUhm2xmuxDR9u2mENIIXvqaTdTj+wihVQiOhVSIoVGoPr8b/CC/cH3TQbY7TK7BmE/PNT92TUE3OkddLIX+2HB1x/HiO8SPwqjEAept1ynS+apKZEamprLK0M3XQwhatRHwbBE8xRxoE9bSZ7CsMJ3FyF4Nps13gdMJlP+MnYJK6czHnz0Mf/z//N/om0bJpOSs7Nzjo9PmB6dYrKotKp2JAZiPiKNhahOCVOQRPk8xuRIlaiTwe/O4OmqWxUqBEJI1NI7jt95T3AuNasR6LyMIR7n0GrLaRc+IGPbL4ICoQ3CRZnxoHRkO9UtOjViOXBHkLLo3xlpAU9th0lni7ctbV2xqmo2dc3q6pK2qamqFVVd0bYNMjQEH4NQmYmeT6EbdqNgAUKLs2ARtFWk1+q0jPee3375FVdXN1DfUAiL6vLk3vHo5YbT04+YTue0VoCMYnEmU9uqYhkrvYdJ4ZiDsltmkPB974qokBs75mmlE1U1hohMmpQIEYvPSKweo6MXIpSIeSahtvldTf+6u8ZDGurt/sdd0nmbc7gTw+ftLcfuGHU69CMYjcD3Ad8ro/CuE4MoyvWGy3b7IkRXXHbKjhaE3CbdQkxGi6RDEz/rHpiBZqMQg88PI2rwxJl3CDEAEkIgz3MWR0d8/PEneGfJMsViecJ0vsDkxSCeriB01cD0MXnY0g4jvz+2+dxWsvooJxF2n+BtQrg7tldcvJRAj6cqUsc5l8JCsqeTCvw2WYyIIS1BDDUFDcERnI05DxH2uqR1l3zbo9nLlhAc6zpKgBACTb3GtS3tpuJ6U7Gua9ZXL2iSUdhs1ljbMC8NqbnYgHUz7OHV2VSPDwIXAo31iBA9qrQm19c3rFYrvG0Qwff1IFIoGifI8hmT2RIfUj2HEDG0JzVBiD5UJPYG2f35i0iDdddrQCVxQiWjgZCJptqtPUw3yE4HSYAQcmBstv+Ge2Jw77t7un19O8zzxs/kKxa8SwPpu/IERofj7fC9MgrfFQ46FUIPvpf4fsk0aIWdEqr4Kmxn73dDYsyEEFq8b+OALgPaGJZHx0ymU5bzE0LwlEZiihJlMqy9fZx3SOZsT0HEeH/w21mYTEbvLr2d10EI0Eqm5uvxs0kumeSStqq3ndjS5asasD7QupiEDgEau113s7rANitWVxfx/KSKvYQF1HVDXa/YVNdUtadtLdc3V1hncbZlU1fY1lJvmrhtQOtobIssisIVOlA3iYUkQpSxkIHa1lG9Nk33A4JaZN04iQ+bdIELlDQYWZIZjRLQ1A3rNtB6yfHRKcX8jKPj+wiV0VowRRGlSKQmy0qk0qCyFB7aDQepPmQUw0ZKpxyRlBgR0DJ6pzEZHXWPhnIV2/uSZv0q6RwN5EAOLM4d7tlb4dav/A0G2zEE9MPDe2kUgL3pwyD2uhNqEVtjEDodoNvzvNftRkiVmsRsq626Sl5jMibT+N5IkHobbthPy70yTDaM7adZeqx49oeN4GsOWsCuQJ0QeAI+tNTVhna14ur6BW0bG7sTFN5LrtZR0bVtG7wX+ACurfoCNNvc4NqazaYC4jXIs1ipa63DtjW22bBqPK3zuNbRulgH0rZrnLPYOgrcCRkZOEIqNHlKxAK2jpRUAUaybZxEoO14qDKgsPggCV5ijEaEECUmjEHlBmUUMsWTpIpNiKbzI+bzJYvFvFculUKhVBab26RKc5FqCbqEsJAytQM1cV9pVq9TjkGpSIdWnYegtgVscRtD7zDKVcdQ0e6sf5f0s/vb3K0S3r7fySHAwZn1rdzB4Ldy989ouL/ROPxQ8P4ahTD0rcOgAofbY3/ovhAIsa+584rwS0iSBFKCUEjZ6RLFmPVW/Cz1KHB396HtQgHevzp/EpeLPQHwcqft4R1r3Pq+i32HdKxd0ZIIDu8a1uuXrC++5fGLr9hUK9r1Dd5neKd5cvmUpm6w6wbrBdYDzSVdwUKsZA7UXqAEaOHJ85AS5CB9TFJfWY9HkOkp1uVYb/B+Bd4SrE2UTYUMAh0MWsRWlEJIpL0h4HEBTACRZD9SpghSXsPQgtd4H1ViJaCVQecZushQuYpFY4A2BZhZksM+5nixoHWeEGLMX5sMU0y3xWg62+YS1NYAGGPIsiyFfGJVclSwFWiTp/4NyYNQXT1D2OnQJhL9We5LWYs9L+Fg0vqAobjDizhoCASvjcfsryM43KJzxPcT76VRuD0Mkh6MZBy6B8XD7YbhnWhbrKyFjomz96MPAXCQhOqUECiVoWRct2ksrXdJ2I1+H97HvEBXoYqQDDWjh8bhbSCVIjhJQKJV1OXxvkt4pjj7XphJKpUarG9zCqUxXKzX/P733/DFN79ltb7BtzYWwGnD+rrBtS20K7wsCMJg2+02jBIoLSkCONtQbTZUrUBpwWKao4wjKxpO3RQfDC0qCvuhMWIWh/bOixPgQwMCWl+hqsheKgaF00KL2GNA6VitnJINAUFLicPjpEvJ/JRnsQ2+9rha4q3uj1sbRTmdY/I5zhfR4VCSoAqESvUH2uxVDYskfqfI8+htaJNhZIhJXWUwSS47y7PBRCGyipTMGYb5BSDUdubdNdzZaY2wnxfY+Xz7/a3BW+wZjVdWOr8ZxtqDHx7eO6OwE5LZtwzh0FLb17vLC3YbxdzBrU+9BKRSUTpadgqfFu+TdtGOqy/2XrMTN+pe7oaSYnr3VmCrXz0N+kIgguzj6Fuhss4o7Eo6d+tsdxTDFs4LqsZTbQJ1FVtcGhHDI1LkoGIoRpgJQmU0UvTGRScJb+fj+XuaWIjmRHwvBV6IfiYsUxVtIKClQKKIgayY7Hed4Q4eUi8HlVpKAgQl4+CW6J5BDgxg8h48LnYp666DjyqvwcdGQV7EgjKtk3igivIeQuqocKo0InVhi7P4XflqpTVGa0wWQ1NGm2gUhIA+qdyJ4kVVVKXiIW8b4YQ+rLfDABVdb+SdO78TgtyvHegF8Q6EmLp93PoRvQaHPYH98NSYY/gh4L0zCkP0P8+ddELMI2y7Sw4H6TT7Z//BdAdjOqk9PbZtECHDqKRFI8LOw9FVJ4subLOj6ZOOQYjeYxhO+LyHqPLp+ub28cuAEAHReyL75x49F+djA5i4vShF4dPgegjWG4I8QpYfMptYjNwAUEwK8jLDLbbXs5xOyYuculrjrKOpW6pqQ9vW3Kxf4uUG7W8IYY3AUteBttVUdWpwIwJGyeSR1TTELmyZqLHBYFHktIhBsZsQgixpC8WLu21J6SDmFNLdsb4lBBuZZ8NHwUuwScBPGKw+jU2IsgxtJgipcX5NPjnF5FPyvEBpg1RZqiZOu06soaIoyLKMcjqJoSapkqR6V2ugEtMozvyVzJNYYhSti4wsF5Vw9wbVnol0IAQkhz8U9gzD4KsdT+IPHLNHIbsfPt5bo7DjMfSfiVufHVry4O+8DwGlkJJI/wsCERQEkeQZiAO+izM2KUUMOYhYwOSs3QnX9Jvv3YNIpYxUz5A+ih7JUDNo61GowfHd/bBKoQii204MpfXb7Cm50VAtlkt+8ulPKYuCpopJ5Cw3GJNhW5s0oFwaRDVNU+Osw7aWqtpg25rjdoJ3Fts2VNVL2nbN6voS7y3BO5SKomrSV7cutMPGnMBOgd1gVirS346XOsgdhRD6wrforYUYVhM+JoNNGRP0g+tkdMw55EXBtJxSlhOyPKPIC3Seo02G1gqjdeqzHPWJlI5GIS9yMpNR5HnvFXTV4kptq5m3bTZJHodIl37bl3kYRxIdM27gEe4EjYTcHfD7P3tG4Vbe4O6BXAy3eXiJg4ZgNA4/HLy3RmE/1hIOfPZm27lFHGWbtIghCUHse+C8iwKcPsRqUyGRij5BGuHwIdx6iHqxu9TIPu4nDf4pNDOsWegghYyhlsDhEFM61K7BjUt1DrFpj++TzN12g3PM53MWyyVFOaFpGnwqZNNKU7c13nvatu2VQKOhcDhrqesNzjYUYR6PJwQurx+zWl3ytbW09QbbrNFaoYSHat8oRLOrhEDJjqefej+k69QPlLK7r1vvAMAHF/95S/CS4BVBxOupVFTL84mCK4BMRaOQ5SWT3ihEYUGTZahe8jrJXguV9Ihic5wsz8myaBR69dNEWtCabR8ETJ/O2jKM7g7NCCn3PtkP1XSfbn9DnTNwlxzFXdiGo95evXQ0CD8svL9GYQBBr+n1bghAUkHd2a7wMV+t45PoPLGGIAjAE1VONd46EI7gJNbFZjQd3fF2F7IAWIYWbDhww4A99AZl3lJGaQTn2jeSHuh481JKjpdLrGuxbpMGNINuM4J3CGv78ahuY2GbVqBEixQW2obWWaqmoQ3XtP4GmW0g1NETMDEHI0120FjvDDQBQlf5LABfx8+8oBUan5KdTnic8Hjf9EYBryEorAvgA7UObNYb1psNz17cUDWeoEtUPseUR+RFTl6WmGJKMZmRZXmsek9GoMiK2BtBJ4qpycnz6EkUeccm2g76UhiSGCrDdqrx++Qx7J/vXdfh1ue7BqKPDr1TmKiTtH7LtUaD8IPDe20U+qDCgeb0B5dPM6/Dg23YD9t2n9JlF/rK5+5PCm3Eit0kFCdkGqjlHYP0bYrpoQfvTQxCv24qguge+tDnLnbPdTecBdrEwVD50IfKOpFAkYThPAKlfMxbiBotLGCp6jWbuuLq5obr1UvWm2sCNUJalE5huBAF7GLILBw0DtuD2w58zvntvU29meO/rrivux/b5LKUGik03kPTOtZVQ1VbWgemMGRZSVFMk3eQk+VFKjLTiT6qMDrSTbXW5EaijEmhpa7Tmuh/GJ2qbhcC6jyCXm5iu2jKAbwqpHOXYaA/v1uOwVtu75Bh2v99vNF2xKsp1SP+/HivjcJ3g4Dv6qUkfZgD6dNY7InV1JE7rxMFsa1d4va7uzf9R4SSWx6n81FiogspbSUp0hklSY0ovWCAAnwFvibXMRTmg8M6jUvV1U17xdXqa9Zti20bvv7973jx8gXfPvqa9eoa5xpK3cSK31zhNzU2KMqiSOwkj7N3XAsRr6sxkXVabbYV1EJZkA50ampDwHpFGFIlBZRmgUpV7ZW1XG9qrtc1UhqWxxOO5yecHp0zXRyRFxPyokwd0mLIyGhDbnImkwkm64yDxJgBEykxiaL5jV3/DpUI7Fckv6qW4E1inkPH4F1m7iOt9P3Ce2sUDus0ip0l+qRxGH52kMoTZ52DKVAfxQ6katTOdXD9/vtth217SN97LR6xt69U3gWHtERTiUW/Xy96VlF/mH3iMq4QlVTdwDMAIQMyibulDQFt7LwGKJ1vZ7uh7a+Yw+FCYFOtcbZms3rBzeaGTb1hU61YV9e8fPkt1sZE8+XFBXVTU9cVEreV7w4efNyPCirKgnRCfkr2J9iFx7zz4AXCe6yLd1WFmLBFRQqqEAKjDN46rE26TVIyn8xoraO1FueiwmprLat1w3rdxMRzZsgnU+ZHRxydnDKZzsnygqIoKcsSY0zyBKKIXZbnaK3Icp0qkUWfDI/0UklsfjPsdyCSxyBv5RCE7L57XXp3/4OuY1r69g0iRtFTOSCpwW0P4XXbuQujl/D9x3trFIa4PZR34Zc7jMAQfZxo72EKiZAa9md+e7H+sDU+/du02ViXvE3ypm9SLuL2Odza7N4TOGyQEtmrgSgK5/rTkInK2p22CB6JpwkuhoI6GdEAwrWxNsDHWXxjLfX6mrq+4frlI15eP+V6/ZLLm+es1yueP3+BbW/wrqJuLFIKjNEURqPVkGsfYuOZoAidttIghCIA7/w2bxICwUODx4vAVKu4kFF0hW6qKwJsXQxzacXElNTBEmyN9wHnY9hoUzVUVYtUEpNlFOWU6WzBfLlMSeYiMpFmM4osGgEhZAylpZyLMVtqahc6ikZB3b5/e4Px4YTxbbxWvK5Pur+5d/C2ieQ/JGcwphu+nxiNAjD0Cm5//l2gn5a/4eIDK3MrEZ0WGSi+hhAHvN3vQWuBIkMQMFkszvA+4KpV355SaY3JZxR6hQ8t1c1LXAuuhaurK9brG548+ornL1/y8uIlF9ff0DZrms1V6k/t8MqB8CBaciVRKqPMDD4EbAix+YxWzMu8N4LrtcJbiRfl3nF7pKxTv4pd6JTXyU0sgGtDgDbmEGrAO4ezjmBbgm2pmwBo8kxxva5ZVzXPnz7n4nrDzbphuTzh6Oicn378C+7f/5Cj03NOj48wWY7JyxQiUtvqc8BkUe00SmaDkL5PzEcCgNi9zX8Eobo7MQ66I94Bo1G4E9+RQeg9jQPBLLHvJewne1+d5Nv1dgaFcP0f3ydxfUjd20RI+fCAdZ7QRukLu17RthtePH1KVTVUm5ab9Yqq2vDy2SOurq+5urlmtXmOs1VsXtQdr+gSx4HWO5yI2v+dRGBro4bQRjSxsjf1BJAihnQ6RCMQez+ILpKUwiJykFSVXSQvEGllieIbpb8lMhiE1NsrE8D6eBybTYO10XOaz484Pj7h9OSYxWLOZDIhL4ooVZFlZJnpW2l2xkwrmbSOVJTrFl1SOdYu+DAMCnZJYLHzyTDZvHPP9pbdfnbnz+CNpuMjQ2jEEKNR+F5hP6dx+Nu3MVcxSRziILoTDQsEbF+97FxsUVkYhVACh2JTW9p2Q1OtefHiguurCz7/7G95cfmc55fPD+wtIGWFMh5UrMrtIlauddSrhk2o8ThySoQCDDQ4Qmh56WtylTPVUyZThVJQtXW/bU2ga0jfXY2QZLeN2L0qIpAYUDEEl6sMh6UNIHQO0gAidq+zntYJGgurdayLKI3mgwcf8+DBQz799CHT+Sn5ZE45maX6g4w8ywcyFHFwjTLYIhWgbfWxOjmK0KVIBlIYw7veD9BvW0dw64NRl3TEu2E0Cn9iHHIEDnkAOw9+J/jGbQ/hlnfQUUrxCLmVUO0a08TPOiqg6KNNceuKvMwAz2/+6R+5ub7k8uVzqrqhaVoub67wzuGdxbsa12548ex3NH6D9RVap2SmVAQvE51T4Dy0rY0Fel1i2AeclWS6JJcCLU0MV9mQjiegjUaJWOi3umkBjxI6Dq4SGgTKgyGkfG2ivgpo1Dbf0BuIEHBSxuI81yKFIMuyKJdNoHU+np+1NNWatmnQxZTFbMpiMecXv/gp5+f3uX9+ji6PUNkEk5V0vZWHrTVF8n66DmyxcM/vzMJjJfW25eYtRtCOh7CfK9hP9u59It/NCAxls0czMgJGo/Cd4daYzzDEc8fCkUx/53I7Vc6ASFXOQNRBEoGd8cQz6OceE9ZKawiWF88e8+TxI37/u69YVy1103J1c9mHoHLjkViq1SUy86g8oBK7RkiFF5FRY/GEoKKQnIssKNHZNxHIlCJLvP50oEnCI2B0bMEZfKBuYp1CkcvEwurOMmBSi1HRxecluEF0rCfXCrENUXmHSY1wlIj3oGkd3rY429I2Fd458nzC8viEe+dnPHhwn9PTM+aLBSKbgp5gdJaueUjtXOMFlagkj2Fj/qQrRhlgK19yuyCtTxqL20Zh+JO4ff9fs9AduC1v/faVyiN+nBiNwneAdwn77K695zGE19cedzF0f0Akb9iZ7friBeubSz7/7Ld8+83XfPHF52TlFGXMLUMkhKScHlNMJZO5JqPoNf0DBUHkSRpCImWJMQptYjcyay2r65uecpmXhjLTzCcZVV3RNDWXl9+wXl2xur4gN3F/RZ7vhVccQtZYYgVHRgoV2UBQ2+lzkBC0ABvbqtZVoBU+Nt1RUXLk6voZTW1pmpaq8WiT8+lPHvKzn/6CTz7+lE9+9guKyQxdzsiyCdrkTLMc5z2VbVHCxJauw+OTXc/uV9yXPq+zZzjENo/wWtXqW67C22OsPxhxCKNR+DNgGFLan50dDCmF4TqHzUFUChWD2ahg2Dmt29z+6tY56rZNlEqN6prHK4nROUYr8txQFCbSRiUUhaKYaDKZJ50fjZQZQmSAIco3ZKnSV6JNhnOOelP1x1EUsa9DpuHi4iXg8dYSnEcgUbrTAxqGVwZJWJLTsz+uBdhYSwgxLyJCTFC3IYZvbGjxDqyzrNdrmtbTtvS00wcffMSDDz7kwQcfsFjMUVlOSB6B7HoxiBgOQ+0l/qM7tJMgDkEOvDW/5yGIndl9H1KKC716zE/LvAuGVNbROxixj9EofEcYxpBDmukfGqQPsov6vMGrDEI3IMneO+i8hf3mOWnrgKB1jsY5snxKOVkwWx6jVWTRzCYnLGYlZyczivkJyhQYLTBKxv4AeaRj6nxCbhSZUsCcg8V1g31CoMxbrK2pNiuaek21DjTra2wTE8tZpmMDG0tv3PrmMgFUiI2LghJ0wRqICrSrdRTZllJQmqi22pIaC4WauvY0TcvV1RXWK1zIOP/glPPzD/j5X/xrPv3JJ3z44QeUxQQXBDcNffLY4nHe4VxXcHfXuUJXqLY99+E92BqEg0J17zjov46xFjd9uEhtxAgYjcIPFrshqY6NE5lGhwTxpBwYCxnj9SHAdLLA6Jyf/9XfcO/Dax5+8nMy1aIllJNTJmXOfJ7HngFSRYG/EKuhpexkqxVCGoQ0yWOQKBUgRPkO6Vd4Z3GtZTqfYYzh5uoll5cv+Pyzf+B3X/2W66uXWLtGSs8kD1ytL3A+oEURG9hLhWijAez7FaeciQRMF3bpEu3B431N67OtmmgA7xV11dC0DiELjhdzlssl//rf/jvO733Ap5/+nJOTEyblPF5LApkMiMTQ8t4dMLC79wQ6KW+Rrn1XIa77fEu/pBhEgv4Inc7S3mPo8EANyxgyGvE6jEbhu8ArZnyvKFO4k3F0+/P9hOX+Ot2MVKZ8xPY7YzKU0pyc3aOcLpjOluSqQctAUZ6QZZqyjBXHMnkezges3+oLRc9HE0TH2xdoHSAYCBLpa7zztICUFh8c11cvefHiCY+efM2LF4/ZbK7JsxieQkBra1obcFKgpY6z8jSjVnrrGygRUkinO+/YXMYT+0G4EBAh5la8F3jrsdbjbECbksXimAcfPODDDz/i9OwBJ8fHTMoJSmmsawkBlJQEIVNNQ2R1yT43cODeiMBu97XQGwXvd/MItz2Ed/cObt/vw9s6LMs+YkSECG8qp/k9xrucwfC046Dm7/z+jbCnvd2FiICkX8OWntnTRofLv+ZYh+sE338+OAvA0nUh84PeypGKqvv9eN/2exciCti1TYtzccA0BpQWGJOBt+Ar6jZeoTw3fQMYZ6MiadvXEhCNghJoLZHeIxJ7KQSHtzW//vV/4pvff84//Oe/Y11XVL6hNKCEp60rGt9SectEGoKHi5sa4TUKDdrEnsepSlhIgTE29TXO0/lAXkisbanWNVBA0LQ2egdN1VJbj1QZR/d+wl//9b/mb/67f8vHHz5gOpnEkFHsxkntQCpDUUz6Qd45ixKSTGW0Nhb9oTpPQKRrc7vX8TDx7902x9NnF7bW4e4fwh2IocnbHsD+bzoeofzeGIXRFn0/8b3yFP5c5inG3W9TAN/KMOxPGvscQmcJdvcXP7tDHHt/v8P48EEhv/iNQA62uT0gIUQq841DRwxtdN9F3R6RKZxzSNn0Wv7R9gjAIHWUcVPa4H3Atj72EJAKKbuOZqGPvWvtcHWNbRtu1hdcXr7gyy8/48mj33N58YKbzYrWWzyeuraI4GjrmtY5aucIMkAQWCfJ0n7yySTKW4jY47pTcoVo6LyPboaUkuAlQmq8iwP5prJY52hD7Bw3mS745Ge/4OOPP+H87B6TcooxGUEZQvovUm4lsKWYitT8wHe1EmE7oA/DRzs+XEj3VHTLk5YX22XeAbuD+QHK8v6Wh8yng9sYMeJ7ZhS+S+wndPephfEhPhw77r/f3eDO092/7HLAfxDuSjDvP+J6h2m0850AgkSEPc2gNMgpBUq1IFq8j/UF1vuUD9XoJImtlaK2lqZumEwUSgtEJnHOxlh7CAjl0aal2azYbG549PQ3fPbZb/gP/+H/E2mcUpOprVT3pq7xtsFuLNZFeY0aC1JBVqbZesZyMUfruF7T3GDtBlAxzu9qrFN4r2JTOimRymCtp7WO1brBCwhKcHrvnHvnD/ibf/M33H/wIffO75HpaDid0AQVEDKQyW5W7ZI0oeolKxweZCreOzCs70T2eo+tkxJ5O6/gTQbuQ1MFKdR3NuiPtuXHg/fWKPywsJtWfrOlo0zzVhZbcUj0z/l2EGYQZKqMfP/ue2exrsHjYoIahdaSvDA0bQVtiC0nDRS5pF63rK+u+OL3/8TnX33Gt4+/5qtvfktVrcmMRmJi5S/gXcA2nqYVeK8xWcEsn1KWc4rJgiwzLJaGSVlQFmVvEKy1NE1F3Wx4/PvPaZsAlMm1CbSuBQfCBqrK0rYeYQqOFsecnt3nX/+b/5779x/w6U9+gsombBqHMEXUY/JqcJ07tpT+41X7HrYhI0Z8bzAahR8C9rirB5PJHSGnjy3HIqphSCPGOw5QUwfM19gNLIVPhIrFbmgQMW7etlE9VcpOfjtuom0a2qbm5dMLLi+e8eVn/8KXX3/Bt0++4cmzx4Anz6LeUEiicN4LfFBIVaK0ZFpOmE4XzBYnzKYnFEXGyYmiLAuKMuYMgvc0dcvNzTVypSM/KAik0ChpwXuss73GkLWegKCcLjg6PufhBx9z/8HHnJ6fM50v8EFjgyQIRRCKrjte/H8sAd/2PngVYeD2d4cXF39UD2HEiD82RqPwg8LrPAbDrWnoMCwmBIgueBTAe5TMdilQwdPYCnCU5QypCoSe0jQ1dVPz5PET8jxjMp1wdLRAKkG1qfj8t1/zxW9/w9/+x/+N5y8e8/T5V2gTw07z+RznHKvVGuE8hHgMUufobM69ozNm0zn3P3jIdL5ktjxmPp1T5oazhSabBMwknrOzjuqq5l9+8y9cvryhrh3BwrTMgAzvPY+fvqCxjtYGssJQlBN+9st/y08++YRf/uUvOH3wEUU5xWQZIQSM9whhAAmDJLEQg8eja6T8jnfs7g9GjPh+YTQKPxQc4K7ueAwCenGjbrb7igGozz3IyKlvmwoQKKHIshwhA55A29bYqqWTvz4+maG1whjBt9/8muurC774/GuePv2G588fsdq8IIiGyaTEp1qJ1c0K7z1t05KpEq0y8nJOOZmzODrj/OwBs/mC+/cfUE5mlNM5ZZ5jjGJSeHRuUXmLEAbbWhrZcn1zw+OnTwk+dmQTKgnxBcHNJhavZfmEs/NTjo6O+flPP+Xegw9YHJ9hsiK1Go00W6VlXzvQyXB0b4aSFMNK5dtk1Ns2QwySyW+Lnarnd1l/tD4j3hGjUfge4rXSF3vVzdvlE7U2KA57EwdCHMkoWFcjkEhdUGQZUknqpqJuK9brG7LcYIzi+GQOweJ8w9e/+2989eUX/F//53+hbm+wfk2e5ygtmC/mrNcb6rrm5mbVVyUXWpJnBYujexwdnfDg/kPOH3zIbLHk3vk5WVaQ55OkwBrIVINQFUILpCqBBu89V1dXPH7yhFKCUrGozjlB42C1bsjyknk55/79D3nw4D4//9mnzI/OmB2dxuWFjIl3Gb0Z51wyrmI35NYbg10j22lQHbrCO/fvkPV4BUahuhF/boxG4QeLA6GkNKAFudfgPghutQtFgFR4G3VE46DtCbS0ziKDwIeWzEA5L2OdgW948egJv/ntP/Df/vHvePr096xX11TtU4SITeqdr6L43c0KZ2PeIMsziqLk5OSU8+N7LBfHfPzxv2E2X3J0EvsUaFNQ5NMom6E1WucoCZlcRcVVn9HUDRfPL/i7//i3fPvNY1wLxfEM7wJPXtTU1Qrb1iznBef37vNXf/1v+Vd/899zfi96CCiNtR4pMqTWaDMh+NijWQoZK5/DVmhq1wiwU3Xc//9NaMtvOaaPVccj/pwYjcIPALf0kF5VBs2h0HdIi25ZNdtNeELwsehNQMAlIwJSeKSIOkir6xvWmxu+/vpf+OKLf+bzL/6Zpl5hbUPAEoIkWIF1Ae88ApE6kxkmkxmz2Zx79x5ydnLOYnHMvQcPmE7nTBcLtCkQyqCERqYex0pFzaI4U9dIIbCbmvWq4ttvH1NVNcZESQ3nLetNrJoWQnJ2do/79x/ywQcPOTt/wPHJGaaYYL2g9cS6DBGlrj3EPtB98YDojasQQ2+MnVASEAvzXjWLH9BOX5cN2g8Xjd7BiD8XRqPwg8cbDB4ChHT0NdFhS0EVKtJ0xIBKJIMgqlR0awS++vorvv7dl/yH/+Xfc3l9wfXqiqPFBKMVWuesVhtWqw1N48iynHun9zg+jW0sTxbnzBdnPHjwc8rFCcVkxvHxPfLckOdZf5h9nYMAqRogsLGBPFNkmaF6ccGLl9f8069/y3w+4/TshGp9wWqz5vLyOcujI5ZHZ/y7//F/5sH9D/j0J59ydu8+5XSKFRrpgCagdZaMj0gV3QqCTZdE91dVYN+eQnpgWTWI8PuDdcbdqq9nOY0Y8afGaBS+xzjkEOw03NlZIPZK2B9PeokMMZytDgrcUmx8vbEoJcgygVISgufq+WNevHjGN9/8js8//4znz56yudlgVM7Z6X2crbFtAJdTmimTE8lkckJeTFkenXJ0fMR8seDs5JzpZMHxyX10VqC1wZgiVSPrVDUMSjm6xvbDkH0IAectF8+ecvniWXrvsTZWKvugODo+4aMPP+H+vQf8xV/8BfPFgmJaRAE/7xC6QGlJLmUv09E1uFNa4J3akR3vahR6b0Hcju3HIviDolW3yMCity4xYb/dT7fMqz2E0VCM+K4wGoUfAPZzmodF77om8ex+F/xtlurgvZIxDOKdR0mBMQJEwLaWl88f89UXv+VX//U/8c3jb1itVzSVZTKbMp3Nubx8gfUe6adMJiWT6YTz+z+jnMyZzI9ZHB0zm805PzujKEpms3l//FrrJLchga6vcTR4YU+FNASPt46LF8+4ungJIg70bdtSNx4hNEfHUx5+8BEfffgJH338EVmetJBkXB+hUEKjtOrrK7roj5CAl7cn+cPwz0Gj0BW33UYU3Nj/Ll7bW1ITnXzG/tKjIRjxZ8BoFH6sSHTQTjZ6f6Dt4NsaguX0dIJIA/O3X/8zT5/8nv/1f/lfefHsOc8fP0XmAmUUGXBzU/HkacVHHz5gcbbk/MFPyLOSPCsppseU5YR7x2dMFkvycopSCq1jFzYls9TMR/b7865Ng3xNV0wnpEBJyXRasrl+zsXlU/727/8TT5884ehowc3NDVfXl+SZ4eT4lL/+y7/hJz//S87vP0Bpg5KRWquUQUhNa12k1QqH0mZgWMG1f9xLP+i+zFiYMOKHhtEo3IE4Oz/0QG9DDH9Mgdnb3sDt7/sj6CMaog8Ndeps/TaCjInQ0CVFY7N6xO4x+xDAB7QERMB7x+NvH/HVl19w8fKSzWaDF1HZU/jYnD7Liyg7vbzHYrHk+PgeZTmlKGOjnqIoOV4ek5UTTBbbacZm9xopVWT69FTP7fXsZ8tim/eVIeCdpakjNXZTrdGqC5fBcnnE6dk59z74kOPTU+aLBVmWRWOgDEhF2JmFv2qQfrVQVdQuGsThXsE3Tdqwd+zugAex/8noJYz4M+F7ZRTuoH7/mSB25Y8H2Mb0/R9sGIZ7eNNxQNxaKX7gw/bYZBAowCYHQQM+9g3b2ZZF4lEo5wGL9TV//5/+K7/6L/+FMi9RqmB65Ll4+QLbOqb5Cffuf8r9D/+SSTmhKAtOz+5zdHTEcrlkuTzCZIYsy9L5CQzgg6Bxg6xGcOC3Q2oMKZWDI2sRweObJqqtNhXObXCuwjkQSjCdTPjlz/+SBw8/5me//FccL+dMygKlMoKQOBHZRZFNpIjV3KqXwDh8bf1r7sMgDyAOCCMmJHFz9o2GEJIDgaq9ZUaDMOLPh++VUYA3HxiH+EMNyZs+hPv9j/fXvdNA3LH5P+bDHwBc9AzUYJdDRVSBQgWBlz7OYlOIyfuA95rgwTYtBAMYbm7WIBxCBcpiipxqTpY/5YOHH/Phxx9gihlZVnB8dMJ0OmU6nZDlGToxe7rub42P0tNSvap15fBabKmz3rXcXK94+vglOIsSnqb1zGZz5rMlZw8/4fT+A46Xc4rpFJVleJekq0WXs+iG4YAQjnCrhWZg29L09diKood3uofvts5brzJixDvhe2cUfnT4rp7mAcNIDsJeO05Fx4MRWynnbhz0XuKdx9aBEDQITVXdxN4IRjBZTMnLkrPzh5yf3+f+vVNENseYnMVsQVEU5HmO0ZFN1AVWYp8FjxACNWhR+YYnRQieTVVxeXEd6ymIIa6ymHJ8fMbRyTmL5Un0ELIcaQzWD70hyY7e087f7RW6yyiMs/YR7xtGo/CjgYh8ewRWDD+1dw7DQkqU1ggf+/muqw3Pnj+jdaD0hCqsyKRiUhT87JMPOD0745Nf/I8cH59ycnKKkJFWqrVBKpnyBqKzBlFG9Q9x44RAFppVdcW3j76iahU2lNjmmvnylA8/+Rk/+eSnzOczlMoQQRDcfrjmULw+ei7hVpX3Kw5lTBqPeE8wGoUfEcSwZecrxy+JSPFumdpHCgHGaPKi5OGHHyKEYHlyhNGa2bTk408/4Pj4mLPze0wnM/KiAGJFcdd4RjCkwiYdoUTBPETpfMWZRFmO4GmqhvVqw83qhqZusG0sMstMxnQypZxMyPICoRQBQfBhW4PQe0b7+42VGtsw4Os8hMPbid7QaChG/LgwGoUfCQQBmcJB/pUTYEHMNHjApQFdoTUoFV//u//hf2DzV7/k5cVLpNZkRcnp6TllWVLkRSr+koSgdgrMhjmVzggIpbYdHsQh7v5dh2mwref65TWXF9e8vLhms7qmTUahzHMW8znlZEpWxgS1dx7vIw03dtIbSl+zE8rrSaPicDHZ7hXbNQjb169LGY8Y8cPDaBR+RPDvEOFwzuKcp22jzIT3ntnyiPnyiMXxCV2COMppC9abCqMzTFb0eko7xoBBoVf6K2Wkw95VK3EQITJ1srzk/r0P+OVf/DWz+Tnew3Q24ye/+GtO7j1Emoy+Z4Tceks7uEXvHZIDZFrA76wwSk+PeF8xGoUfE96RuRVCwDn6kEuel2ityfJiZ1nvPc41RBJR6lrfbaQ/BtH/FUKkAjUZ9yHeML8w6PWgs5zl0QkPH35MUFM8guPjE87uP2Q6P0pSGSlZ3AvW0ddn3PIQbgnP9Qv15yM47DWMSecR7wNE+GNWYP2Z8F2dwfBShRBuSZv9WS/lgEn0hisApARxHOyc9TRNm/oTCIKv+6V1qoyuW1DaYEyGD64PG0V5ikEhmhSpUE30sXvn9yS9X3UucUsoFM61tLbh8uoCKQXHRydIEYvgcNucQLeW1IpAoJMAHEpVbHFbamLn/RsZhfBOv72Rkjri+4zRU/ixoBNxe+NBajhjTuqcUqBNakcpIIgs1jIAPvhtJTWxGlkiCSKkLp6eIGNv536ADWEw9367c+mKnVvbIqUgy3JmkzlSCowpwHuCD7ik+CoRUdJDbj2VQx2p38Yw3L3eYI1xsB7xI8NoFL4j/KlDD32fhbfcTUD0ch4yhXq20FEbyINta7yzW/kGkkeQiiM80XAMB9awF15642sQUircxxqFIsvIM8M0n6QyYkHwEJzHBodAIKVGqK5Rjt8RoNiWbQg6eeoBOemV6haHPYad0xox4keFMXz0Vvt59/DRd2IU/pD1fUAIiVKKarPGOkdRzJKSaWT2BKJGkpBDVc/Q92J+tZsyjOG/7mBSJXaIMh1SxH/BenyI0hyKgBQBtNyyg3oPoxOZiHcoCDjUqyAIPzAKh5PL3xejMHokI74rjJ7CO2LLhd//7IdnY5MmHjLFyKPshceH2HAnyktH+qVS29q03Qrh1533Nk/wphBCYFQS+uuaLJDGfNHlLtTeYL5XrSyGXkp3nAOPqg+J3d73nWfyw7vFI0a8MUZP4a3282478uENE6x/AN782Lo6hTu+Fa++nrtj5fa83mT/bxs+EoN8R9x655kNQly3ah/C7isxNEcD43UrZyx3zcn3bGr+PTucET9i/Cg8he9KRO9dBorvyua+/bG9Kqn6Juu/Xk7iD4FPtQJ93UPXJm27w8MrviLcc1f9cWc83qU2YRysR/zY8KMwCiPeBbdF4b43EBCQBMTWpxlIhB9aHt6SkTtixIiDGI3Ce4lhgvzNReFGjBjx48doFH5keNswzh8W3hoSP//4EKlzWdh3BV51it8zp2fEiB8aRqPwHUAK9R3lFt5lHyElYN9BOOlPLCctRM8V2u5uxIgRf1KMRuE7wp+8TuEdZ+zDJOybG5U+BfxO+3xT7LOH7j6a7u8hwb3BcR7suX1gQyNGvMcYjcKPBALxzobh7bHHBPpT4zVCeiFsMyNin5K6c5x/ekM2YsQPHaNR+DFBvGnS+C0krA/v6Duh+sTw0R96rCNGjHgbjEbhT4zvqgiqH6MP7u6PO4KLMAw7/SnOr1M9fdVxD6qTd/SW9o9qfxujpzBixKswGoX3Bn/MGXc3IP8p6ay7onb7EHgEAZ8qGQ6RbOP6w1zJGD4aMeJ1GI3CiDsQEDhilH7b0znQdSr7cxzP7gDfU1Xvkj5iNAEjRrwtRqPwY8MfMVIkcIQ0E98ahT8fRG8YSH7CWHg3YsQfG6NR+BFhT/hzJ/wikLfi7WHnddesZhiKyQZbl4P/fxdhmG5/3dHsCvkdPoLXHNfoNowY8Vq8t0bhuxLR+65wyCDsf3t3jD6ah24WHpd73QV6txH2za77IbP1JnsX73RjR1sxYsQW761R+LFin5U/fH2oblnsLCn2Pv9zD5h/POXXESNGvBl+FP0UviuMV+oPxyg1PWLE9xtjpm7EiBEjRvQYjcKIESNGjOgxGoURI0aMGNFjNAojRowYMaLHaBRGjBgxYkSP0SiMGDFixIgeo1EYMWLEiBE9RqMwYsSIESN6jEZhxIgRI0b0GI3CiBEjRozoMWofvQVGiYYRI0b82DF6CiNGjBgxosdoFEaMGDFiRI/RKIwYMWLEiB6jURgxYsSIET1GozBixIgRI3qMRmHEiBEjRvQYjcKIESNGjOgxGoURI0aMGNFjNAojRowYMaLHaBRGjBgxYkSP0SiMGDFixIgeo1EYMWLEiBE9RqMwYsSIESN6jEZhxIgRI0b0GI3CiBEjRozoMRqFESNGjBjRYzQKI0aMGDGix2gURowYMWJEj9EojBgxYsSIHqNRGDFixIgRPUajMGLEiBEjeoxGYcSIESNG9BiNwogRI0aM6PH/B1H4Q61ledBxAAAAAElFTkSuQmCC", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import json\n", + "from PIL import Image\n", + "import matplotlib.pyplot as plt\n", + "from torchvision import transforms, models\n", + "\n", + "# Choose an image to pass through the model\n", + "test_image = \"frog.png\"\n", + "\n", + "# Prepare the labels\n", + "with open(\"imagenet-simple-labels.json\") as f:\n", + " labels = json.load(f)\n", + "\n", + "# Prepare the transformations: resize the image to what the model was trained on and convert it to a tensor\n", + "data_transform = transforms.Compose([\n", + " transforms.Resize((224, 224)),\n", + " transforms.ToTensor(),\n", + " # Ensure the normalization parameters match the number of channels (3 for RGB)\n", + " transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n", + "])\n", + "\n", + "# Load the image\n", + "image = Image.open(test_image)\n", + "\n", + "# Convert the image to RGB if it's not in that mode\n", + "if image.mode != 'RGB':\n", + " image = image.convert('RGB')\n", + "\n", + "# Apply the transformation, expand the batch dimension, and convert to float\n", + "image_tensor = data_transform(image).unsqueeze(0).float()\n", + "\n", + "# Download the model if it's not there already. It will take a bit on the first run, after that it's fast\n", + "model = models.resnet50(pretrained=True)\n", + "\n", + "# Set the model to evaluation mode\n", + "model.eval()\n", + "\n", + "# Get the 1000-dimensional model output\n", + "out = model(image_tensor)\n", + "\n", + "# Find the predicted class\n", + "predicted_class = labels[out.argmax()]\n", + "\n", + "# Display the image\n", + "plt.imshow(image)\n", + "plt.title(f\"Predicted class: {predicted_class}\")\n", + "plt.axis(\"off\")\n", + "plt.show()\n" + ] + }, { "cell_type": "markdown", "id": "5d57da4b", diff --git a/frog.png b/frog.png new file mode 100644 index 0000000000000000000000000000000000000000..37c48a9006ea9136065dd427a24d48a59a53181a Binary files /dev/null and b/frog.png differ