diff --git a/TD2 Deep Learning.ipynb b/TD2 Deep Learning.ipynb
index 2ecfce959ae6b947b633a758433f9bea0bf6992e..200696df812943330e91096c48208d8e59265d73 100644
--- a/TD2 Deep Learning.ipynb	
+++ b/TD2 Deep Learning.ipynb	
@@ -36,7 +36,41 @@
    "execution_count": null,
    "id": "330a42f5",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Requirement already satisfied: torch in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (2.1.0)\n",
+      "Requirement already satisfied: torchvision in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (0.16.0)\n",
+      "Requirement already satisfied: filelock in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from torch) (3.13.1)\n",
+      "Requirement already satisfied: typing-extensions in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from torch) (4.8.0)\n",
+      "Requirement already satisfied: sympy in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from torch) (1.12)\n",
+      "Requirement already satisfied: networkx in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from torch) (3.2.1)\n",
+      "Requirement already satisfied: jinja2 in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from torch) (3.1.2)\n",
+      "Requirement already satisfied: fsspec in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from torch) (2023.10.0)\n",
+      "Requirement already satisfied: numpy in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from torchvision) (1.26.1)\n",
+      "Requirement already satisfied: requests in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from torchvision) (2.31.0)\n",
+      "Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from torchvision) (10.1.0)\n",
+      "Requirement already satisfied: MarkupSafe>=2.0 in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from jinja2->torch) (2.1.3)\n",
+      "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests->torchvision) (3.3.2)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests->torchvision) (3.4)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests->torchvision) (2.0.6)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from requests->torchvision) (2023.7.22)\n",
+      "Requirement already satisfied: mpmath>=0.19 in c:\\users\\ama\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\\localcache\\local-packages\\python311\\site-packages (from sympy->torch) (1.3.0)\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "[notice] A new release of pip is available: 23.2.1 -> 23.3.1\n",
+      "[notice] To update, run: C:\\Users\\AMA\\AppData\\Local\\Microsoft\\WindowsApps\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\python.exe -m pip install --upgrade pip\n"
+     ]
+    }
+   ],
    "source": [
     "%pip install torch torchvision"
    ]
@@ -52,10 +86,72 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "b1950f0a",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "tensor([[ 0.0830,  1.4672, -2.3023, -0.4870,  0.1189,  0.3577,  1.6067,  0.8916,\n",
+      "         -2.0614, -1.4694],\n",
+      "        [-1.2840, -0.0643, -1.3331,  0.9055, -0.4701, -0.8226, -0.6150,  0.6776,\n",
+      "         -1.2134,  0.2337],\n",
+      "        [ 0.2108,  1.1764, -0.0187, -0.5341,  0.9027,  0.7045, -0.2256, -1.5284,\n",
+      "          0.2665,  1.6894],\n",
+      "        [-0.0750, -0.4630, -0.1236, -1.2249,  0.6344, -1.1266,  0.5477,  1.2624,\n",
+      "         -0.3201,  0.2843],\n",
+      "        [ 0.2826,  0.5354,  1.3426,  0.1790, -0.3508, -0.4140, -1.3311, -1.6233,\n",
+      "          0.8698, -0.2038],\n",
+      "        [ 1.7022, -0.3149,  0.3586, -0.9483, -0.6329,  0.0957,  1.0468,  1.5060,\n",
+      "          0.2672,  1.0046],\n",
+      "        [-1.9218, -0.0648, -0.6257, -0.0396, -1.1459, -0.8921,  1.5741,  1.6827,\n",
+      "          0.5191,  1.3523],\n",
+      "        [ 1.8933,  0.2556, -0.2857,  0.5068, -0.5417, -0.9178,  0.6244, -0.6119,\n",
+      "          0.5949, -1.2468],\n",
+      "        [ 0.3117, -0.6803, -0.1093,  1.4983,  1.4407, -1.2093,  1.4212, -0.1745,\n",
+      "          0.9999, -1.9667],\n",
+      "        [-2.6098,  1.5707,  0.7440, -1.4276,  1.9188,  0.9239, -1.9566,  0.0663,\n",
+      "         -0.5013, -1.1449],\n",
+      "        [ 0.5969, -1.4228,  0.2432, -1.7689, -0.8758, -0.6401,  0.1585, -0.5019,\n",
+      "         -0.5378,  0.4705],\n",
+      "        [ 0.2747,  0.4926,  0.4024, -2.2592,  1.1871, -3.1123,  0.5389,  0.3005,\n",
+      "          0.1451,  1.6623],\n",
+      "        [-0.4093, -0.1045,  2.3238, -0.0161,  0.2439,  0.5259,  0.8123,  0.0519,\n",
+      "         -0.5691, -0.4850],\n",
+      "        [ 0.5187,  1.3661,  0.0076, -0.4686,  0.5518,  0.0922, -1.5060,  0.3429,\n",
+      "         -1.1512, -0.7529]])\n",
+      "AlexNet(\n",
+      "  (features): Sequential(\n",
+      "    (0): Conv2d(3, 64, kernel_size=(11, 11), stride=(4, 4), padding=(2, 2))\n",
+      "    (1): ReLU(inplace=True)\n",
+      "    (2): MaxPool2d(kernel_size=3, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
+      "    (3): Conv2d(64, 192, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2))\n",
+      "    (4): ReLU(inplace=True)\n",
+      "    (5): MaxPool2d(kernel_size=3, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
+      "    (6): Conv2d(192, 384, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
+      "    (7): ReLU(inplace=True)\n",
+      "    (8): Conv2d(384, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
+      "    (9): ReLU(inplace=True)\n",
+      "    (10): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
+      "    (11): ReLU(inplace=True)\n",
+      "    (12): MaxPool2d(kernel_size=3, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
+      "  )\n",
+      "  (avgpool): AdaptiveAvgPool2d(output_size=(6, 6))\n",
+      "  (classifier): Sequential(\n",
+      "    (0): Dropout(p=0.5, inplace=False)\n",
+      "    (1): Linear(in_features=9216, out_features=4096, bias=True)\n",
+      "    (2): ReLU(inplace=True)\n",
+      "    (3): Dropout(p=0.5, inplace=False)\n",
+      "    (4): Linear(in_features=4096, out_features=4096, bias=True)\n",
+      "    (5): ReLU(inplace=True)\n",
+      "    (6): Linear(in_features=4096, out_features=1000, bias=True)\n",
+      "  )\n",
+      ")\n"
+     ]
+    }
+   ],
    "source": [
     "import torch\n",
     "\n",
@@ -74,6 +170,7 @@
    "id": "23f266da",
    "metadata": {},
    "source": [
+    "---\n",
     "## Exercise 1: CNN on CIFAR10\n",
     "\n",
     "The goal is to apply a Convolutional Neural Net (CNN) model on the CIFAR10 image dataset and test the accuracy of the model on the basis of image classification. Compare the Accuracy VS the neural network implemented during TD1.\n",
@@ -95,10 +192,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "6e18f2fd",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "CUDA is not available.  Training on CPU ...\n"
+     ]
+    }
+   ],
    "source": [
     "import torch\n",
     "\n",
@@ -121,10 +226,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "462666a2",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Files already downloaded and verified\n",
+      "Files already downloaded and verified\n"
+     ]
+    }
+   ],
    "source": [
     "import numpy as np\n",
     "from torchvision import datasets, transforms\n",
@@ -193,10 +307,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "317bf070",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Net(\n",
+      "  (conv1): Conv2d(3, 6, kernel_size=(5, 5), stride=(1, 1))\n",
+      "  (pool): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
+      "  (conv2): Conv2d(6, 16, kernel_size=(5, 5), stride=(1, 1))\n",
+      "  (fc1): Linear(in_features=400, out_features=120, bias=True)\n",
+      "  (fc2): Linear(in_features=120, out_features=84, bias=True)\n",
+      "  (fc3): Linear(in_features=84, out_features=10, bias=True)\n",
+      ")\n"
+     ]
+    }
+   ],
    "source": [
     "import torch.nn as nn\n",
     "import torch.nn.functional as F\n",
@@ -242,10 +371,90 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 75,
    "id": "4b53f229",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0\n",
+      "Epoch: 0 \tTraining Loss: 44.504293 \tValidation Loss: 39.479579\n",
+      "Validation loss decreased (inf --> 39.479579).  Saving model ...\n",
+      "1\n",
+      "Epoch: 1 \tTraining Loss: 35.417789 \tValidation Loss: 34.139606\n",
+      "Validation loss decreased (39.479579 --> 34.139606).  Saving model ...\n",
+      "2\n",
+      "Epoch: 2 \tTraining Loss: 31.113445 \tValidation Loss: 29.848699\n",
+      "Validation loss decreased (34.139606 --> 29.848699).  Saving model ...\n",
+      "3\n",
+      "Epoch: 3 \tTraining Loss: 28.561391 \tValidation Loss: 27.788098\n",
+      "Validation loss decreased (29.848699 --> 27.788098).  Saving model ...\n",
+      "4\n",
+      "Epoch: 4 \tTraining Loss: 26.790723 \tValidation Loss: 26.281403\n",
+      "Validation loss decreased (27.788098 --> 26.281403).  Saving model ...\n",
+      "5\n",
+      "Epoch: 5 \tTraining Loss: 25.228427 \tValidation Loss: 25.067189\n",
+      "Validation loss decreased (26.281403 --> 25.067189).  Saving model ...\n",
+      "6\n",
+      "Epoch: 6 \tTraining Loss: 23.981067 \tValidation Loss: 23.779405\n",
+      "Validation loss decreased (25.067189 --> 23.779405).  Saving model ...\n",
+      "7\n",
+      "Epoch: 7 \tTraining Loss: 22.829782 \tValidation Loss: 23.310181\n",
+      "Validation loss decreased (23.779405 --> 23.310181).  Saving model ...\n",
+      "8\n",
+      "Epoch: 8 \tTraining Loss: 21.878048 \tValidation Loss: 22.832796\n",
+      "Validation loss decreased (23.310181 --> 22.832796).  Saving model ...\n",
+      "9\n",
+      "Epoch: 9 \tTraining Loss: 21.005533 \tValidation Loss: 21.904704\n",
+      "Validation loss decreased (22.832796 --> 21.904704).  Saving model ...\n",
+      "10\n",
+      "Epoch: 10 \tTraining Loss: 20.168548 \tValidation Loss: 22.152607\n",
+      "11\n",
+      "Epoch: 11 \tTraining Loss: 19.445151 \tValidation Loss: 21.724235\n",
+      "Validation loss decreased (21.904704 --> 21.724235).  Saving model ...\n",
+      "12\n",
+      "Epoch: 12 \tTraining Loss: 18.739061 \tValidation Loss: 21.279365\n",
+      "Validation loss decreased (21.724235 --> 21.279365).  Saving model ...\n",
+      "13\n",
+      "Epoch: 13 \tTraining Loss: 17.995520 \tValidation Loss: 21.598578\n",
+      "14\n",
+      "Epoch: 14 \tTraining Loss: 17.393581 \tValidation Loss: 21.244218\n",
+      "Validation loss decreased (21.279365 --> 21.244218).  Saving model ...\n",
+      "15\n",
+      "Epoch: 15 \tTraining Loss: 16.776204 \tValidation Loss: 21.450819\n",
+      "16\n",
+      "Epoch: 16 \tTraining Loss: 16.136519 \tValidation Loss: 21.776282\n",
+      "17\n",
+      "Epoch: 17 \tTraining Loss: 15.566385 \tValidation Loss: 21.576561\n",
+      "18\n",
+      "Epoch: 18 \tTraining Loss: 15.062052 \tValidation Loss: 21.629007\n",
+      "19\n",
+      "Epoch: 19 \tTraining Loss: 14.509553 \tValidation Loss: 22.093311\n",
+      "20\n",
+      "Epoch: 20 \tTraining Loss: 14.001575 \tValidation Loss: 21.787535\n",
+      "21\n",
+      "Epoch: 21 \tTraining Loss: 13.503712 \tValidation Loss: 22.971742\n",
+      "22\n",
+      "Epoch: 22 \tTraining Loss: 13.016617 \tValidation Loss: 22.123025\n",
+      "23\n",
+      "Epoch: 23 \tTraining Loss: 12.579378 \tValidation Loss: 23.251539\n",
+      "24\n",
+      "Epoch: 24 \tTraining Loss: 12.142978 \tValidation Loss: 23.091610\n",
+      "25\n",
+      "Epoch: 25 \tTraining Loss: 11.657094 \tValidation Loss: 23.766877\n",
+      "26\n",
+      "Epoch: 26 \tTraining Loss: 11.216137 \tValidation Loss: 24.430636\n",
+      "27\n",
+      "Epoch: 27 \tTraining Loss: 10.862756 \tValidation Loss: 24.751023\n",
+      "28\n",
+      "Epoch: 28 \tTraining Loss: 10.471586 \tValidation Loss: 25.954401\n",
+      "29\n",
+      "Epoch: 29 \tTraining Loss: 10.095915 \tValidation Loss: 26.111117\n"
+     ]
+    }
+   ],
    "source": [
     "import torch.optim as optim\n",
     "\n",
@@ -257,6 +466,7 @@
     "valid_loss_min = np.Inf  # track change in validation loss\n",
     "\n",
     "for epoch in range(n_epochs):\n",
+    "    print(epoch)\n",
     "    # Keep track of training and validation loss\n",
     "    train_loss = 0.0\n",
     "    valid_loss = 0.0\n",
@@ -326,10 +536,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 76,
    "id": "d39df818",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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iA8MxNERERGT0GGiIiIjI6DHQEBERkdFjoCEiIiKjx0BDRERERo+BhoiIiIxei1+HRqVSITs7G3Z2dve9RDoRERGJQxAElJaWwtPTU73h7z9p8YEmOzvbIDaqIyIiovuXmZmpXlTzn7T4QNOw2VtmZibs7e1FroaIiIjuRUlJCby9vTU2bf0nLT7QNHQz2dvbM9AQEREZmXsdLsJBwURERGT0GGiIiIjI6DHQEBERkdFjoCEiIiKjx0BDRERERs9gAs2iRYsgkUgwa9YsdVvfvn0hkUg0XtOmTROvSCIiIjJIBjFt+8iRI1i2bBnCw8NvOzZ16lS8++676q+tra31WRoREREZAdGf0JSVleGJJ57AN998Aycnp9uOW1tbQy6Xq19cS4aIiIi0iR5oZsyYgUceeQQDBgxo9PiqVavg6uqKsLAwzJ07FxUVFf94PaVSiZKSEo0XERERtWyidjmtWbMGx44dw5EjRxo9PmHCBPj6+sLT0xOnTp3Ca6+9hpSUFKxfv/6O11y4cCEWLFjQXCUTERGRAZIIgiCI8Y0zMzPRpUsX7NixQz12pm/fvujYsSM+/fTTRt+ze/duxMTEIDU1FYGBgY2eo1QqoVQq1V837AWhUCjYXUVERGQkSkpK4ODgcM+/v0V7QpOcnIz8/Hx07txZ3VZXV4d9+/bhyy+/hFKphKmpqcZ7oqKiAOAfA41UKoVUKm2+womIiMjgiBZoYmJicPr0aY22Z555BiEhIXjttdduCzMAcOLECQCAh4eHPkr8R3UqAVeul8PeyhyutgxQREREYhIt0NjZ2SEsLEyjzcbGBi4uLggLC0NaWhpWr16NoUOHwsXFBadOncLs2bPRu3fvRqd369vM1cew5Uwu5g3rgGd6+ItdDhERUatmEOvQNMbCwgI7d+7Ep59+ivLycnh7eyMuLg5vvfWW2KUBANq62wIAUnJLRa6EiIiIDCrQ7N27V/1nb29vJCQkiFfMXQTL7QAAFxhoiIiIRCf6OjTGKuRmoLmYVwqVSpSJYkRERHQTA00T+bnYwMLUBBXVdci6USl2OURERK0aA00TmZmaILBhHE0eu52IiIjExEDzABq6nVJyub0CERGRmBhoHgAHBhMRERkGBpoHEKx+QsNAQ0REJCYGmgfQ0OV0ubAcyto6kashIiJqvRhoHoDc3hL2lmaoUwlIyy8XuxwiIqJWi4HmAUgkEoTI63cATcnjwGAiIiKxMNA8IA4MJiIiEh8DzQMKalgxmIGGiIhINAw0DyiEM52IiIhEx0DzgIJk9YEmW1EFRWWNyNUQERG1Tgw0D8jByhyeDpYA6jeqJCIiIv1joNEBDgwmIiISFwONDgQ3TN3mnk5ERESiYKDRAQ4MJiIiEhcDjQ40DAy+kFsKQRBEroaIiKj1YaDRgUB3G5iaSFBaVYvckiqxyyEiImp1GGh0QGpmigBXGwAcGExERCQGBhodCeY4GiIiItEw0OgIBwYTERGJh4FGRxqmbrPLiYiISP8YaHSk4QlNWn4ZaupUIldDRETUujDQ6EgbRyvYWJiiuk6FjMJyscshIiJqVRhodMTERIJ2N9ejSeGeTkRERHrFQKNDHBhMREQkDgYaHeImlUREROJgoNEhrkVDREQkDgYaHQq5OXX7alEFypW1IldDRETUejDQ6JCzjQXc7KQAgIscGExERKQ3DDQ6xoHBRERE+sdAo2NBMg4MJiIi0jcGGh1rGBjMLiciIiL9YaDRMXY5ERER6R8DjY61c7eDRAJcL69GQalS7HKIiIhaBQYaHbOyMIWfiw0APqUhIiLSFwaaZhCsHhhcInIlRERErYPBBJpFixZBIpFg1qxZ6raqqirMmDEDLi4usLW1RVxcHPLy8sQr8h5xxWAiIiL9MohAc+TIESxbtgzh4eEa7bNnz8amTZuwdu1aJCQkIDs7G6NHjxapynunHhjMmU5ERER6IXqgKSsrwxNPPIFvvvkGTk5O6naFQoHvvvsOn3zyCfr374/IyEisWLECf/31Fw4dOiRixXcXdMvUbZVKELkaIiKilk/0QDNjxgw88sgjGDBggEZ7cnIyampqNNpDQkLg4+ODxMTEO15PqVSipKRE46Vvfi42kJqZoKpGhatFFXr//kRERK2NqIFmzZo1OHbsGBYuXHjbsdzcXFhYWMDR0VGjXSaTITc3947XXLhwIRwcHNQvb29vXZd9V6YmErST2QLgisFERET6IFqgyczMxEsvvYRVq1bB0tJSZ9edO3cuFAqF+pWZmamza9+PYFn9ztscGExERNT8RAs0ycnJyM/PR+fOnWFmZgYzMzMkJCTg888/h5mZGWQyGaqrq1FcXKzxvry8PMjl8jteVyqVwt7eXuMlhr8HBnPqNhERUXMzE+sbx8TE4PTp0xptzzzzDEJCQvDaa6/B29sb5ubm2LVrF+Li4gAAKSkpuHr1KqKjo8Uo+b40TN1mlxMREVHzEy3Q2NnZISwsTKPNxsYGLi4u6vYpU6bg5ZdfhrOzM+zt7fHiiy8iOjoa3bt3F6Pk+9LwhCajsBxVNXWwNDcVuSIiIqKWS7RAcy8WL14MExMTxMXFQalUIjY2Fl9//bXYZd0TNzspHK3NUVxRg9T8MoS1cRC7JCIiohZLIghCi14opaSkBA4ODlAoFHofT/P4skQcTi/Cfx+LQFykl16/NxERkTG739/foq9D05JxxWAiIiL9YKBpRsHy+kTJgcFERETNi4GmGf29SSWnbhMRETUnBppm1BBo8kqUKK6oFrkaIiKilouBphnZSs3g5WQFgN1OREREzYmBppkFyxq6nRhoiIiImgsDTTML5kwnIiKiZsdA08z+HhjMQENERNRcGGiaWcjNqdsXc0vRwtcwJCIiEg0DTTMLcLOBuakEpcpaXCuuFLscIiKiFomBppmZm5og0M0WALudiIiImgsDjR40jKPh1G0iIqLmwUCjBxwYTERE1LwYaPSAa9EQERE1LwYaPWh4QpNWUIbqWpXI1RAREbU8DDR60MbRCnZSM9SqBKQXlotdDhERUYvDQKMHEokEQeqBwdx5m4iISNcYaPSEA4OJiIiaDwONnoQw0BARETUbBho9aZjpxLVoiIiIdI+BRk8aupyuFVeitKpG5GqIiIhaFgYaPXG0toDMXgoAuJhXJnI1RERELQsDjR4F39x5m+NoiIiIdIuBRo/+HhjMqdtERES6xECjRxwYTERE1DwYaPRIvRZNXikEQRC5GiIiopaDgUaP2rrbwtREguKKGuSXKsUuh4iIqMVgoNEjS3NT+LlYA2C3ExERkS4x0OhZMAcGExER6RwDjZ4FyxqmbnMtGiIiIl1hoNGzvwcG8wkNERGRrjDQ6FnDWjSX8spQp+JMJyIiIl1goNEzH2drWJmbQlmrQsb1crHLISIiahEYaPTMxESCIJktAG6BQEREpCsMNCJoGEfDqdtERES6wUAjgiAZp24TERHpEgONCEJu7rp9MY9Tt4mIiHRB1ECzZMkShIeHw97eHvb29oiOjsaWLVvUx/v27QuJRKLxmjZtmogV60ZDl1PG9XIUlVeLXA0REZHxEzXQeHl5YdGiRUhOTsbRo0fRv39/jBgxAmfPnlWfM3XqVOTk5KhfH330kYgV64abnRShnvYQBGDTyWyxyyEiIjJ6ogaaYcOGYejQoWjXrh2CgoLwwQcfwNbWFocOHVKfY21tDblcrn7Z29uLWLHuxHX2AgD8dixL5EqIiIiMn8GMoamrq8OaNWtQXl6O6OhodfuqVavg6uqKsLAwzJ07FxUVFSJWqTvDO3rCzESCU1kKXMrjbCciIqIHYSZ2AadPn0Z0dDSqqqpga2uL+Ph4dOjQAQAwYcIE+Pr6wtPTE6dOncJrr72GlJQUrF+//o7XUyqVUCqV6q9LSgxzJpGrrRR9g92w83w+fjt2Da8PCRG7JCIiIqMlEQRB1PX3q6urcfXqVSgUCqxbtw7ffvstEhIS1KHmVrt370ZMTAxSU1MRGBjY6PXmz5+PBQsW3NauUCgMrrtqy+kcvLDqGGT2Uvz1egxMTSRil0RERGQQSkpK4ODgcM+/v0UPNNoGDBiAwMBALFu27LZj5eXlsLW1xdatWxEbG9vo+xt7QuPt7W2QgUZZW4duH+yCorIGP03phl7t3MQuiYiIyCDcb6AxmDE0DVQqlUYgudWJEycAAB4eHnd8v1QqVU8Db3gZKqmZKYZF1P8svyVzcDAREVFTiTqGZu7cuRgyZAh8fHxQWlqK1atXY+/evdi2bRvS0tKwevVqDB06FC4uLjh16hRmz56N3r17Izw8XMyydSqusxf+d+gqtp7NRWlVDewszcUuiYiIyOiIGmjy8/Px9NNPIycnBw4ODggPD8e2bdswcOBAZGZmYufOnfj0009RXl4Ob29vxMXF4a233hKzZJ3r6O2IADcbXC4ox5YzuRjbxVvskoiIiIyOwY2h0bX77YMTw1d7UvHxthRE+Tvjl+ej7/4GIiKiFs7ox9C0RqM6tYFEAhxOL0JmUctYZ4eIiEifGGgMgKejFR4OdAEArD92TeRqiIiIjA8DjYFo2Aph/fEstPBeQCIiIp1joDEQsaFyWFuY4sr1CiRfuSF2OUREREaFgcZA2EjNMCTs5po03LCSiIjovjDQGJC4yDYAgD9O5aCqpk7kaoiIiIwHA40B6e7vgjaOViitqsWOc3lil0NERGQ0GGgMiImJBKM61T+lYbcTERHRvWOgMTCjO9cHmn0XC5BfWiVyNURERMaBgcbABLjZorOPI1QCsPF4ttjlEBERGQUGGgM0+uaaNL8d45o0RERE94KBxgANC/eEhZkJLuSW4lxOidjlEBERGTwGGgPkYG2Oge1lAIDfkrkVAhER0d0w0BiohsHBG09cQ02dSuRqiIiIDBsDjYHqHeQGV1sLXC+vxr6LBWKXQ0REZNAYaAyUuakJRnTkmjRERET3goHGgDXswL3zXD6KK6pFroaIiMhwMdAYsA6e9giR26G6ToVNp3LELoeIiMhgMdAYuDGR9U9p1rPbiYiI6I4YaAzc8I6eMDWR4PjVYqQVlIldDhERkUFioDFw7naW6N3OFQCf0hAREd0JA40RiLvZ7RR/7BpUKm6FQEREpI2BxggMaC+DvaUZshVVOHT5utjlEBERGRwGGiNgaW6KRyM8AQDr2O1ERER0GwYaIxF3cyuErWdyUa6sFbkaIiIiw8JAYyQ6+zjB39UGFdV12HomV+xyiIiIDAoDjZGQSCQY3YlbIRARETWGgcaIjLwZaBIvX8e14kqRqyEiIjIcDDRGxNvZGt0DnCEIwIbj18Quh4iIyGAw0BiZhg0rf0vOgiBwTRoiIiKAgcboDHnIA1bmprhcWI4TmcVil0NERGQQGGiMjK3UDIPD5ACAb/eni1wNERGRYWCgMULP9vKHiQT483QO9qbki10OERGR6BhojFCopwMm9/AHALy98Qwqq+tEroiIiEhcDDRGavbAIHg6WCKzqBKf774kdjlERESiYqAxUjZSMywYEQYA+GbfZVzILRG5IiIiIvEw0BixgR1kiA2VoVYl4I31p6FScRo3ERG1Tgw0Rm7+8FDYWJji2NVirDmSKXY5REREohA10CxZsgTh4eGwt7eHvb09oqOjsWXLFvXxqqoqzJgxAy4uLrC1tUVcXBzy8vJErNjweDhYYc6gYADAoi3nkV9aJXJFRERE+idqoPHy8sKiRYuQnJyMo0ePon///hgxYgTOnj0LAJg9ezY2bdqEtWvXIiEhAdnZ2Rg9erSYJRukiQ/74aE2DiipqsX7f5wXuxwiIiK9kwgGtn6+s7MzPv74Y4wZMwZubm5YvXo1xowZAwC4cOEC2rdvj8TERHTv3v2erldSUgIHBwcoFArY29s3Z+miOp2lwIivDkAlAD9O7obeQW5il0RERNRk9/v722DG0NTV1WHNmjUoLy9HdHQ0kpOTUVNTgwEDBqjPCQkJgY+PDxITE0Ws1DA95OWAiQ/7AQDe2nAGVTVcm4aIiFoP0QPN6dOnYWtrC6lUimnTpiE+Ph4dOnRAbm4uLCws4OjoqHG+TCZDbm7uHa+nVCpRUlKi8Wot5gwKhtzeEleLKvAF16YhIqJWRPRAExwcjBMnTuDw4cN44YUXMHHiRJw7d67J11u4cCEcHBzUL29vbx1Wa9hspWZYMCIUALAs4TIu5pWKXBEREZF+iB5oLCws0LZtW0RGRmLhwoWIiIjAZ599BrlcjurqahQXF2ucn5eXB7lcfsfrzZ07FwqFQv3KzGxdU5ljQ+UY2KF+bZo347k2DRERtQ6iBxptKpUKSqUSkZGRMDc3x65du9THUlJScPXqVURHR9/x/VKpVD0NvOHV2iwYHgprC1McybiBX4+2rkBHREStk5mY33zu3LkYMmQIfHx8UFpaitWrV2Pv3r3Ytm0bHBwcMGXKFLz88stwdnaGvb09XnzxRURHR9/zDKfWytPRCi8PDML7f57HvzefR0x7GdzspGKXRURE1GxEDTT5+fl4+umnkZOTAwcHB4SHh2Pbtm0YOHAgAGDx4sUwMTFBXFwclEolYmNj8fXXX4tZstGY9LAf4o9fw9nsEnzw5zl8Oq6T2CURERE1G4Nbh0bXWss6NI05lVWMkV8dhEoA/jclCj3buYpdEhER0T0x2nVoSPfCvRzxdLQfAOCtDae5Ng0REbVYDDQt3JxBQZDZS5FxvQJf7UkVuxwiIqJmwUDTwtlZmmPB8Pq1aZYmpCE1n2vTEBFRy8NA0wrEhsoxoL07auoEvLH+DNemISKiFoeBphWQSCSYPzwUVuamSMoowrrkLLFLIiIi0ikGmlbCy8kaLw8MAgB8sPk8CsuUIldERESkOww0rcgzPfzQ3sMeisoa/PvP82KXQ0REpDMMNK2ImakJFo5+CBIJsP74Naw6fEXskoiIiHSiSYEmMzMTWVl/j8NISkrCrFmzsHz5cp0VRs2jo7cjXoppBwB4e8MZbDubK3JFRERED65JgWbChAnYs2cPACA3NxcDBw5EUlIS3nzzTbz77rs6LZB076WYdhjfzRsqAfi/n4/jSEaR2CURERE9kCYFmjNnzqBbt24AgF9//RVhYWH466+/sGrVKqxcuVKX9VEzkEgkeG9EGAa0l0FZq8KUlUdwMY/r0xARkfFqUqCpqamBVFq/e/POnTsxfPhwAEBISAhycnJ0Vx01GzNTE3wxvhMifZ1QUlWLid8nIbu4UuyyiIiImqRJgSY0NBRLly7F/v37sWPHDgwePBgAkJ2dDRcXF50WSM3HysIU303sgrbutshRVGHi90lQVNSIXRYREdF9a1Kg+fDDD7Fs2TL07dsX48ePR0REBADg999/V3dFkXFwtLbAD5O7QWYvxaX8Mjz74xFuYklEREZHIghCk9bBr6urQ0lJCZycnNRtGRkZsLa2hru7u84KfFD3u/14a3UhtwSPLU1EaVUtBnWQYcmTkTA1kYhdFhERtVL3+/u7SU9oKisroVQq1WHmypUr+PTTT5GSkmJQYYbuXYjcHt8+3QUWZibYfi4Pb288gyZmXSIiIr1rUqAZMWIEfvzxRwBAcXExoqKi8N///hcjR47EkiVLdFog6U9UgAs+H9cREgmw+vBVfL4rVeySiIiI7kmTAs2xY8fQq1cvAMC6desgk8lw5coV/Pjjj/j88891WiDp1+AwD7w7IgwAsHjnRfycdFXkioiIiO6uSYGmoqICdnZ2AIDt27dj9OjRMDExQffu3XHlCpfTN3ZPdffFi/3bAgDejD+NHefyRK6IiIjonzUp0LRt2xYbNmxAZmYmtm3bhkGDBgEA8vPzOfC2hXh5YBAe71K/mvDM1ceQfIWrCRMRkeFqUqB555138Morr8DPzw/dunVDdHQ0gPqnNZ06ddJpgSQOiUSCD0aFISbEHcpaFSavPIrUfK4mTEREhqnJ07Zzc3ORk5ODiIgImJjU56KkpCTY29sjJCREp0U+CE7bfjCV1XWY8O0hHL9aDE8HS/w2/WF4OFiJXRYREbVw9/v7u8mBpkHDrtteXl4Pcplmw0Dz4G6UVyNu6V+4XFCOYJkdfn0+Gg7W5mKXRURELZhe1qFRqVR499134eDgAF9fX/j6+sLR0RHvvfceVCpVUy5JBszJxgI/Tu4GdzspUvJKMfXHo1xNmIiIDEqTAs2bb76JL7/8EosWLcLx48dx/Phx/Pvf/8YXX3yBt99+W9c1kgHwcrLGD5O7wU5qhqSMIkxfdQzKWoYaIiIyDE3qcvL09MTSpUvVu2w32LhxI6ZPn45r167prMAHxS4n3Tp0+Tomfp8EZa0KfYLcsOypSFiam4pdFhERtTB66XIqKipqdOBvSEgIioo4vbcl6x7gghWTusLK3BQJFwsw9cejqKzmkxoiIhJXkwJNREQEvvzyy9vav/zyS4SHhz9wUWTYHm7ripXPdIW1hSn2XyrE5JVHUFFdK3ZZRETUijWpyykhIQGPPPIIfHx81GvQJCYmIjMzE5s3b1Zvi2AI2OXUfI5mFGHSiiMoU9aim78zvp/UFbZSM7HLIiKiFkAvXU59+vTBxYsXMWrUKBQXF6O4uBijR4/G2bNn8dNPPzXlkmSEuvg548cpNwcKpxdh4vdJKK2qEbssIiJqhR54HZpbnTx5Ep07d0ZdneGMqeATmuZ3KqsYT357GCVVtejo7YgfJneDgxXXqSEioqbTyxMaoluFezli9dTucLQ2x4nMYjz13WEUV1SLXRYREbUiDDSkE2FtHLD62e5wtrHAqSwFJnxzGDfKGWqIiEg/GGhIZzp42uPnqd3hamuBczklGP/NIVwvU4pdFhERtQL3NSVl9OjR/3i8uLj4QWqhFiBYboc1z3XH+G8O40JuKcZ/cwirnu0ONzup2KUREVELdl9PaBwcHP7x5evri6effrq5aiUj0dbdDr881x0yeyku5pVh3PJE5JdUiV0WERG1YDqd5WSIOMtJPBmF5ZjwzSFkK6rg72qD1VOj4OFgJXZZRERkBDjLiQyGn6sNfnk+Gm0crZBeWI7Hlx3CteJKscsiIqIWSNRAs3DhQnTt2hV2dnZwd3fHyJEjkZKSonFO3759IZFINF7Tpk0TqWK6X97O1vjl+e7wcbbG1aIKPL4sEZlFFWKXRURELYyogSYhIQEzZszAoUOHsGPHDtTU1GDQoEEoLy/XOG/q1KnIyclRvz766CORKqam8HKqDzV+LtbIulGJx5cl4my2QuyyiIioBRF1452tW7dqfL1y5Uq4u7sjOTkZvXv3VrdbW1tDLpfruzzSIQ8HK/zyfDTGf3MIlwvKMfrrv7Bw9EMY3dlL7NKIiKgFMKgxNApF/b/anZ2dNdpXrVoFV1dXhIWFYe7cuaiouHOXhVKpRElJicaLDIPM3hLrX3gYfYLcoKxV4eVfT+LtDWdQXasSuzQiIjJyBjPLSaVSYfjw4SguLsaBAwfU7cuXL4evry88PT1x6tQpvPbaa+jWrRvWr1/f6HXmz5+PBQsW3NbOWU6Go04l4LNdl/D5rksAgE4+jljyRCTkDpYiV0ZERIbifmc5GUygeeGFF7BlyxYcOHAAXl537obYvXs3YmJikJqaisDAwNuOK5VKKJV/r05bUlICb29vBhoDtOt8Hmb/cgIlVbVwtbXAF+M7IzrQReyyiIjIABjltO2ZM2fijz/+wJ49e/4xzABAVFQUACA1NbXR41KpFPb29hovMkwx7WXY9GJPhMjtUFhWjSe/O4xv9l2GgWRsIiIyIqIGGkEQMHPmTMTHx2P37t3w9/e/63tOnDgBAPDw8Gjm6kgffF1sED+9B0Z1aoM6lYAPNp/HzJ+Po1xZK3ZpRERkRETtcpo+fTpWr16NjRs3Ijg4WN3u4OAAKysrpKWlYfXq1Rg6dChcXFxw6tQpzJ49G15eXkhISLin78GVgo2DIAj46dAVvLvpHGpVAtq622LZU5EIdLMVuzQiIhKBUY2hkUgkjbavWLECkyZNQmZmJp588kmcOXMG5eXl8Pb2xqhRo/DWW2/dczhhoDEuyVeKMH3VMeSVKGErNcN/HgvH4DA+jSMiam2MKtDoAwON8ckvrcLM1ceRlF4EAJjWJxCvDAqCmalBDPkiIiI9MMpBwUS3crezxKpno/Bsz/oxVUsT0vD090m4Xqa8yzuJiKi1YqAhg2RuaoK3Hu2AL8Z3grWFKf5Ku45hXxzAicxisUsjIiIDxEBDBm1YhCc2zOiBAFcbZCuqMHZpIn46dIVTu4mISAMDDRm8IJkdNszsgUEdZKiuU+HtDWfw/E/JuFFeLXZpRERkIBhoyCjYW5pj2VOReOuR9jA3lWD7uTwM+Ww/EtOui10aEREZAAYaMhoSiQTP9gpA/PT6LqjckipM+PYQ/rMtBTV13OCSiKg1Y6AhoxPWxgGbXuyJsV28IAjAl3tSMXZZIjKL7rwLOxERtWwMNGSUbKRm+GhMBL6c0Al2lmY4frUYQz/bj40nroldGhERiYCBhozao+Ge2Px/vRDp64RSZS1eWnMCr6w9yb2giIhaGQYaMnreztb45bnu+L+YdjCRAOuSs/DoFwdwOkshdmlERKQnDDTUIpiZmuDlgUH4eWp3eDhYIr2wHKOXHMTyfWlQqbhmDRFRS8dAQy1KVIALtrzUC4ND5aipE/DvzRcwcUUS8kurxC6NiIiaEQMNtTiO1hZY8mRn/HvUQ7A0N8H+S4UY8ul+7LmQL3ZpRETUTBhoqEWSSCSYEOWDTTN7IkRuh+vl1Xhm5REs2HQWFdUcMExE1NIw0FCL1k5mhw0zemDSw34AgBUHMzDwk33YeiaH+0EREbUgDDTU4lmam2L+8FCsmNQVbRytcK24EtP+dwxPf5+EywVlYpdHREQ6wEBDrUa/EHfsfLkPZvZrCwvT+rE1sZ/uw4dbL7AbiojIyDHQUKtiZWGKV2KDsW12b/QNdkNNnYAle9MQ898E/HmK3VBERMZKIrTw/4KXlJTAwcEBCoUC9vb2YpdDBkQQBOw8n48Fm84i60YlAKBnW1fMH94Bbd3tRK6OiKh1u9/f3ww01OpV1dTh671pWJqQhupaFcxMJJjS0x8vxrSDrdRM7PKIiFql+/39zS4navUszU3x8sAg7JjdGzEh7qhVCVi27zJi/rsXv5/MZjcUEZER4BMaIi27zudhwaZzuFpUAQCIDnDBghGhCJKxG4qISF/Y5aSFgYaaoqqmDssSLuPrvalQ3uyGmvSwH14a0A52luZil0dE1OIx0GhhoKEHkVlUgXf/OIcd5/IAAK62FnhpQBDGdfWGuSl7bImImgsDjRYGGtKFPSn5eHfTOaQXlgMAAtxs8NrgEAzqIINEIhG5OiKiloeBRgsDDelKTZ0Kqw9fxWe7LqGovBoA0NXPCXOHtkdnHyeRqyMialkYaLQw0JCulVbVYFnCZXx74DKqalQAgKEPyfGv2BD4u9qIXB0RUcvAQKOFgYaaS66iCot3XMTa5EyoBMDMRIInu/vixf5t4WIrFbs8IiKjxkCjhYGGmtuF3BJ8uOUC9qQUAABspWZ4oW8gJvfwh5WFqcjVEREZJwYaLQw0pC9/pRbi31vO48y1EgCAzF6KOQODERfpBVMTDhwmIrofDDRaGGhIn1QqAZtOZeOjrSm4Vly/P1SwzA6vDw1B3yA3zogiIrpHDDRaGGhIDFU1dfgp8Qq+2H0JJVW1AICHA13w2uAQRHg7ilscEZERYKDRwkBDYiquqMbXe9Ow8mAGquvqZ0QNDpVjzqAgtONWCkREd8RAo4WBhgxBZlEFFu+8iPjj1yAIgIkEGNXJC7MGtIO3s7XY5RERGRwGGi0MNGRILuaV4r/bU7DtbP1WCuamEkzo5oMZ/dvC3c5S5OqIiAwHA40WBhoyRCczi/HxthQcSC0EAFiZm+KZHn54vncgHKy5+SUREQONFgYaMmR/pRbio20pOJFZDACwtzTD830C8UwPP1hbmIlbHBGRiBhotDDQkKETBAE7zuXhP9tTcDGvDADgaivFi/3bYnw3H1iYcVdvImp97vf3t6j/pVy4cCG6du0KOzs7uLu7Y+TIkUhJSdE4p6qqCjNmzICLiwtsbW0RFxeHvLw8kSom0j2JRIJBoXJseak3Fj8eAW9nKxSWKTHv97Po/9+9WJechTpVi/53BxHRAxM10CQkJGDGjBk4dOgQduzYgZqaGgwaNAjl5eXqc2bPno1NmzZh7dq1SEhIQHZ2NkaPHi1i1UTNw9REglGdvLDr5b54b2QY3O2kyLpRiVfWnkTsp/vwx6lsBhsiojswqC6ngoICuLu7IyEhAb1794ZCoYCbmxtWr16NMWPGAAAuXLiA9u3bIzExEd27d7/rNdnlRMaqsroOPyRmYMneNCgqawAAPs7WeLaXP8ZEenGMDRG1aEbV5aRNoVAAAJydnQEAycnJqKmpwYABA9TnhISEwMfHB4mJiY1eQ6lUoqSkRONFZIysLEwxrU8g9r3aD/8X0w6O1ua4WlSBdzaexcOLduOT7SkoKFWKXSYRkUEwmECjUqkwa9Ys9OjRA2FhYQCA3NxcWFhYwNHRUeNcmUyG3NzcRq+zcOFCODg4qF/e3t7NXTpRs3KwMsfLA4Pw1+v98e6IUPg4W6O4ogaf705Fjw93Y+76U0jNLxO7TCIiURlMoJkxYwbOnDmDNWvWPNB15s6dC4VCoX5lZmbqqEIicVlbmOHpaD/seaUvvn6iMyK8HVFdq8LPSZkY8EkCnv3hKJLSi2BAvchERHpjEJ3wM2fOxB9//IF9+/bBy8tL3S6Xy1FdXY3i4mKNpzR5eXmQy+WNXksqlUIqlTZ3yUSiMTWRYOhDHhgSJseRjBtYvu8ydp7PU78ivB3xfO8AxIbKYWrC3b2JqHUQ9QmNIAiYOXMm4uPjsXv3bvj7+2scj4yMhLm5OXbt2qVuS0lJwdWrVxEdHa3vcokMikQiQTd/Z3w7sQt2vtxHvWbNycxiTF91DP3+sxc//JWBiupasUslImp2os5ymj59OlavXo2NGzciODhY3e7g4AArKysAwAsvvIDNmzdj5cqVsLe3x4svvggA+Ouvv+7pe3CWE7UmBaVK/JSYgR8PXUFxRf3MKEdrczzV3RdPRftyvygiMhpGtVKwRNL44/AVK1Zg0qRJAOoX1pszZw5+/vlnKJVKxMbG4uuvv75jl5M2BhpqjSqqa7EuOQvf7k/H1aIKAICFqQmGd/TElJ7+aO/B/y8QkWEzqkCjDww01JrVqQRsP5uL5fsv4/jVYnV7j7YueLZnAPoEucGE42yIyAAx0GhhoCGqd+zqDXx3IB1bTuegYcHhADcbTOnpj9GdvGBlYSpugUREt2Cg0cJAQ6Qp60YFfvgrA2uSMlGqrB8w7GRtjieifPF0tC/c7TnOhojEx0CjhYGGqHGlVTVYezQLK/5KR2ZRJQDA3FSCYRH142xCPR1ErpCIWjMGGi0MNET/rE4lYMe5XHy7Px1Hr9xQt0cHuODZXv7oF+zOcTZEpHcMNFoYaIju3YnMYnx3IB2bT+eod/YOcLXB5J71G2JamnOcDRHpBwONFgYaovuXXVyJH/7KwOqkqyitqh9n42prgWd6+OPJ7r5wsDIXuUIiaukYaLQw0BA1XbmyFmuPZuKb/em4Vlw/zsZWaoYJUT6Y0tMfMg4gJqJmwkCjhYGG6MHV1Knw56kcLE1Iw4XcUgD1C/WN6tQGz/UJQKCbrcgVElFLw0CjhYGGSHcEQcDelAIs2ZuGpIwiAIBEAsR2kGNa30B09HYUt0AiajEYaLQw0BA1j+QrRViyt36n7wbRAS54oW8gerVzvePWJkRE94KBRgsDDVHzupRXiqUJl7HxxDXU3pwZFeppj+f7BGJomBxmpiYiV0hExoiBRgsDDZF+XCuuxHf707HmyFVUVNcBAHycrTG1dwDiOreBtYWZyBUSkTFhoNHCQEOkXzfKq/Fj4hWs/CsdNypqANTPjHrkIQ881sULkb5O7I4iortioNHCQEMkjorqWvx6JBPfH8zA1aIKdbu/qw3GRHphdOc28HCwErFCIjJkDDRaGGiIxCUIApLSi7A2OQubT+eou6NMJEDPdm54LNILAzvIuAoxEWlgoNHCQENkOMqVtfjzdA7WHc1ST/sGAHtLMwzv6InHIr0R7uXALikiYqDRxkBDZJgyCsvx27Es/JachWxFlbo9SGaLxyK9MbJTG7jZSUWskIjExECjhYGGyLDVqQQkpl3H2uRMbD2TC2WtCgBgaiJBv2A3PNbFG/1D3GHO6d9ErQoDjRYGGiLjoaiswR+nsrH2aBZOZBar211tLRDX2Qtju3pzmwWiVoKBRgsDDZFxSs0vxdrkLPyWfA2FZUp1exdfJ4zt6o1Hwz24tg1RC8ZAo4WBhsi41dSpsOdCPn49mondF/JxczFi2ErNMCzCA2O7eKOjtyMHEhO1MAw0WhhoiFqOvJIqrEvOwq9HM3Hl+t9r2wTL7DC2qzdGdWoDZxsLESskIl1hoNHCQEPU8giCgMPpRfjlSCY2n85RDyS2MDXBwA4yjO3qjZ5tXWFqwqc2RMaKgUYLAw1Ry6aorMHvJ7Px65FMnL6mULe3cbTCmMj6gcRtHLkiMZGxYaDRwkBD1HqczVbg1yOZiD9+DSVVtQAAiQToG+SGCVG+6Bfsxt2/iYwEA40WBhqi1qeqpg7bzuZiTVImEi9fV7d7OFhibBdvjOvmzX2kiAwcA40WBhqi1u1yQRnWHMnEuuQsFJVXA6jfR6p/iDsmRPmgT5A7x9oQGSAGGi0MNEQEAMraOmw9k4vVh6/icPrf+0h5Olji8a4+eLyrN+QOliJWSES3YqDRwkBDRNpS88uwJukq1h3LQnFFDYD6rRYantr0bufGpzZEImOg0cJAQ0R3UlXz91ObW3f/buNohfHdvDG2izfc7fnUhkgMDDRaGGiI6F5cyivF6qSr+C05Sz1DytREgp5tXTGykycGdZDDRsqtFoj0hYFGCwMNEd2Pqpo6/HkqB6uTriL5yg11u5W5KWJDZRjRqQ16tXXl9G+iZsZAo4WBhoiaKr2wHBtPXMOG49eQcctWC662Fng03BMjO7VBhJcD95EiagYMNFoYaIjoQQmCgBOZxdh4IhubTmbj+s3p3wDg72qDkR3bYGQnT/i62IhYJVHLwkCjhYGGiHSppk6FA5cKseHENWw7m4uqGpX6WCcfR4zq1AaPPOQBF1upiFUSGT8GGi0MNETUXMqVtdh+Lhfxx7Nx4FIBVDf/a2pmIkHvIDc8Gu6BmBAZHKzNxS2UyAgx0GhhoCEifcgvrcIfJ3Ow4cQ1nMr6e5NMMxMJuge4IDZUhkGhcsg4DZzonjDQaGGgISJ9Sysow8YT2dh2JhcpeaUaxzp6O2JwmByxoXL4u3LMDdGdGFWg2bdvHz7++GMkJycjJycH8fHxGDlypPr4pEmT8MMPP2i8JzY2Flu3br3n78FAQ0Riyigsx7azudh2NhfHrhZrHAuS2SI2tD7chHrac7YU0S3u9/e3qKtElZeXIyIiApMnT8bo0aMbPWfw4MFYsWKF+muplAPtiMh4+Lna4Pk+gXi+TyDySqqw/Vwetp/NRWLadVzMK8PFvFR8sTsVbRytMChUhthQObr6OXPrBaL7JGqgGTJkCIYMGfKP50ilUsjlcj1VRETUfGT2lniquy+e6u4LRUUNdqfkYduZPCRcLMC14kqsOJiBFQcz4GxjgQHt3TEswhPRAS5cxI/oHhj8Ot579+6Fu7s7nJyc0L9/f7z//vtwcXG54/lKpRJKpVL9dUlJiT7KJCK6Lw7W5hjVyQujOnmhsroO+y8VYOvZXOw6n4+i8mr8ejQLvx7NgqutBYY+5IHhEZ7o7OMEEz65IWqUwQwKlkgkt42hWbNmDaytreHv74+0tDS88cYbsLW1RWJiIkxNTRu9zvz587FgwYLb2jmGhoiMQU2dCknpRfjzdA62nM7BjZu7gQP1m2Y+GlEfbjp4cMwNtWxGNSj4Vo0FGm2XL19GYGAgdu7ciZiYmEbPaewJjbe3NwMNERmdmjoVDqQWYtOJbGw7m4vy6jr1sUA3GwyPaIPhHT05W4paJKMaFHy/AgIC4OrqitTU1DsGGqlUyoHDRNQimJuaoF+wO/oFu6Oqpg67L+Tj9xPZ2J2Sj7SCcizeeRGLd15EWBt7DI/wxKPhnvB0tBK7bCJRGFWgycrKwvXr1+Hh4SF2KUREemVpboqhD3lg6EMeKKmqwfazedh0MhsHUgtx5loJzlwrwb83X0A3P2cM6+iJoWFybr9ArYqoXU5lZWVITU0FAHTq1AmffPIJ+vXrB2dnZzg7O2PBggWIi4uDXC5HWloaXn31VZSWluL06dP3/BSG69AQUUt2vUyJzWdyselENpIyitTtJhKgq59z/To3YXK04ZMbMjJGNYZm79696Nev323tEydOxJIlSzBy5EgcP34cxcXF8PT0xKBBg/Dee+9BJpPd8/dgoCGi1iK7uBJ/nsrB7yezcfqaQuNYuJeDehG/tu62IlVIdO+MKtDoAwMNEbVGWTcqsO1sHradzcWRjCLc+l/6QDcbDA6TY3CoB8LacLYUGSYGGi0MNETU2hWUKrHzfH24OZhaiJq6v/+zzxWKyVAx0GhhoCEi+ltJVQ32XMjHtrO52HOhAJU1f08Fd7GxwMAO9eHm4bYukJo1vt4XkT4w0GhhoCEialxVTR32XSzAtrN52Hk+D4rKvxfxs7EwRd8QdwzqIEO/EHfYW5qLWCm1Rgw0WhhoiIjurqZOhcOXi9Q7g+eX/r1AqbmpBN0DXDAoVI6B7WWQO1iKWCm1Fgw0WhhoiIjuj0ol4NQ1BbafzcX2c3lIzS/TOB7h7YhBHWSIDZUh0M2Wg4qpWTDQaGGgISJ6MGkFZdhxrn5Q8fGrxRrHAlxtMDBUhkEd5Ojk7cjNM0lnGGi0MNAQEelOfkkVdpzPw/azefgrTXPGlJudFAPayzAoVIboABdYmnNQMTUdA40WBhoiouZRWlWDvSkF2H4uD3su5KNMWas+Zm1hij5BbhjQvn5QsbONhYiVkjFioNHCQENE1PyUtXU4dLkI28/mYuf5POSV/D2o2EQCdPFzxsD2MgzoIOPu4HRPGGi0MNAQEemXSiXgTLYCO8/lYfu5PFzILdU43tbdFgPayzCwgzs6ejtxMT9qFAONFgYaIiJxZRZVYNf5POw8n49Dl6+jVvX3rx1XWwv0D3HHwA5y9GzrCisLjruhegw0WhhoiIgMh6KyBgkXC7DzXB72pOSjtOrvcTdSMxP0aueKPsHu6N3OFb4u7JpqzRhotDDQEBEZpupaFY5kFGHHuTzsOJeHa8WVGsd9XazRq50rerVzw8OBLrDjasWtCgONFgYaIiLDJwgCLuSWYveFfOy7WIDkKzc0uqZMTSTo7OOIXu3c0DvIDQ+1ceDYmxaOgUYLAw0RkfEpU9biUNp17L9UgP2XCnG5sFzjuIOVOXq2dUWvdq7oHeQGT0crkSql5sJAo4WBhojI+GUWVWD/pULsv1SAA6mFGmNvACDQzQa92rmhT5AbogKcYW1hJlKlpCsMNFoYaIiIWpbaOhVOZimw/1IB9l0swInMYtzSOwVzUwm6+DqjV5ArerdzQwcPe27JYIQYaLQw0BARtWyKyhokphUi4WL9E5ysG5qDi11sLNDz5uDiXu1cIbPnbuHGgIFGCwMNEVHrIQgCMq5X3Hx6U4jEtEKUV9dpnBMss1OPvenm78w9pwwUA40WBhoiotarpk6FY1duqMffnLqmwK2/9SzMTBDl76yeHh4it4NEwu4pQ8BAo4WBhoiIGtwor8bBtELsv1iIfZcKkKOo0jju6WCJmJt7TnUPcIbUjE9vxMJAo4WBhoiIGiMIAtIKyrDv5tibQ5eLUFnzd/eUjYUp+gS7YWAHGfoFu8PRmjuG6xMDjRYGGiIiuhdVNXVITLuO7efysOt8HvJL/94x3NREgi6+ThjYQYYB7WXw447hzY6BRgsDDRER3S+VSsDpawrsPF+/LQN3DNc/BhotDDRERPSg/mnHcBeb+h3DY9rL0KMt95zSFQYaLQw0RESkSyVVNUhIKcCORnYMb9hzqvcte05xUb+mYaDRwkBDRETNpaZOhSPpRdhxPg97UwqQrrXnlJO1OXq2c0Pvm+vecFG/e8dAo4WBhoiI9CWzqAIJF+u3ZPgr7TrKlJp7ToXI7dA7yA2927mhi58TF/X7Bww0WhhoiIhIDDV1KpzILMa+mwFHe1E/S3MTRPm7oHeQG/oEuSLQzZaL+t2CgUYLAw0RERmCovJqHEgtVAecW6eFA4CrrQU6ejuhs68jOvs4IdzLoVXvGs5Ao4WBhoiIDI0gCEjJK70ZbgqRlFGE6lqVxjmmJhK097BDp1tCjo+zdat5isNAo4WBhoiIDF1VTR3OZitw7Eoxjl29gWNXbyCvRHnbeS42Fujk44ROPvUBJ8K75T7FYaDRwkBDRETGKLu4sj7c3Aw5Z7MVqKnT/JVtaiJBiNwOnX2c0M3fGVEBznC3axkzqRhotDDQEBFRS1D/FKcEx28+wTl2pRi5JVW3nRfgaoOoAGdE+bsgKsAZHg5WIlT74BhotDDQEBFRS5WjqMSxK8U4klGEw+lFuJBbAu3f6j7O1ojyd0ZUgAui/J3h7WwtTrH3iYFGCwMNERG1FoqKGiRlFCEp/ToOpxfhzDUFVFq/5ds4Wt0MOPVPcXxdDHOgMQONFgYaIiJqrUqranD0yg0cvlyEw+nXcTpLobEPFQDI7KXo6ueMbv7O6OLrjGC5nUFstslAo4WBhoiIqF5FdS2OXSnG4fTrOHy5CCcyi1Fdpzld3M7SDJG+Tujq54yufs4I93IQZUVjowo0+/btw8cff4zk5GTk5OQgPj4eI0eOVB8XBAHz5s3DN998g+LiYvTo0QNLlixBu3bt7vl7MNAQERE1rqqmDsevFuNoRhGSMopw7MoNlFfXaZxjYWqCcC8HdPFzRjd/J0T6OMPBuvl3FL/f39+iTl4vLy9HREQEJk+ejNGjR992/KOPPsLnn3+OH374Af7+/nj77bcRGxuLc+fOwdKyZUxLIyIiEouluSmiA10QHegCAKitU+FCbimOZBThaMYNJGUUoaBUiaNXbuDolRtYmlD/vmCZHbr6//0Ux9NR/JlUBtPlJJFINJ7QCIIAT09PzJkzB6+88goAQKFQQCaTYeXKlRg3btw9XZdPaIiIiJpGEARcLapAUnp9wDmSUYTLWjuKA8C/YoMxo19bnX5vo3pC80/S09ORm5uLAQMGqNscHBwQFRWFxMTEOwYapVIJpfLv1RVLSkqavVYiIqKWSCKRwNfFBr4uNnisizcAoLBMqQ43RzOKcCa7BB08xH9gYLCBJjc3FwAgk8k02mUymfpYYxYuXIgFCxY0a21EREStlautFIPD5BgcJgcAlCtrYWYq/qwoE7EL0LW5c+dCoVCoX5mZmWKXRERE1GLZSM0gNdP/LChtBhto5PL65JeXl6fRnpeXpz7WGKlUCnt7e40XERERtWwGG2j8/f0hl8uxa9cudVtJSQkOHz6M6OhoESsjIiIiQyPqGJqysjKkpqaqv05PT8eJEyfg7OwMHx8fzJo1C++//z7atWunnrbt6empsVYNERERkaiB5ujRo+jXr5/665dffhkAMHHiRKxcuRKvvvoqysvL8dxzz6G4uBg9e/bE1q1buQYNERERaTCYdWiaC9ehISIiMj73+/vbYMfQEBEREd0rBhoiIiIyegw0REREZPQYaIiIiMjoMdAQERGR0WOgISIiIqPHQENERERGj4GGiIiIjJ6oKwXrQ8O6gSUlJSJXQkRERPeq4ff2va7/2+IDTWlpKQDA29tb5EqIiIjofpWWlsLBweGu57X4rQ9UKhWys7NhZ2cHiUSis+uWlJTA29sbmZmZ3FLhPvC+NQ3vW9Pwvt0/3rOm4X1rmn+6b4IgoLS0FJ6enjAxufsImRb/hMbExAReXl7Ndn17e3t+eJuA961peN+ahvft/vGeNQ3vW9Pc6b7dy5OZBhwUTEREREaPgYaIiIiMHgNNE0mlUsybNw9SqVTsUowK71vT8L41De/b/eM9axret6bR5X1r8YOCiYiIqOXjExoiIiIyegw0REREZPQYaIiIiMjoMdAQERGR0WOgaaKvvvoKfn5+sLS0RFRUFJKSksQuyaDNnz8fEolE4xUSEiJ2WQZn3759GDZsGDw9PSGRSLBhwwaN44Ig4J133oGHhwesrKwwYMAAXLp0SZxiDcTd7tmkSZNu++wNHjxYnGINyMKFC9G1a1fY2dnB3d0dI0eOREpKisY5VVVVmDFjBlxcXGBra4u4uDjk5eWJVLH47uWe9e3b97bP27Rp00Sq2DAsWbIE4eHh6sXzoqOjsWXLFvVxXX3OGGia4JdffsHLL7+MefPm4dixY4iIiEBsbCzy8/PFLs2ghYaGIicnR/06cOCA2CUZnPLyckREROCrr75q9PhHH32Ezz//HEuXLsXhw4dhY2OD2NhYVFVV6blSw3G3ewYAgwcP1vjs/fzzz3qs0DAlJCRgxowZOHToEHbs2IGamhoMGjQI5eXl6nNmz56NTZs2Ye3atUhISEB2djZGjx4tYtXiupd7BgBTp07V+Lx99NFHIlVsGLy8vLBo0SIkJyfj6NGj6N+/P0aMGIGzZ88C0OHnTKD71q1bN2HGjBnqr+vq6gRPT09h4cKFIlZl2ObNmydERESIXYZRASDEx8erv1apVIJcLhc+/vhjdVtxcbEglUqFn3/+WYQKDY/2PRMEQZg4caIwYsQIUeoxJvn5+QIAISEhQRCE+s+Wubm5sHbtWvU558+fFwAIiYmJYpVpULTvmSAIQp8+fYSXXnpJvKKMhJOTk/Dtt9/q9HPGJzT3qbq6GsnJyRgwYIC6zcTEBAMGDEBiYqKIlRm+S5cuwdPTEwEBAXjiiSdw9epVsUsyKunp6cjNzdX47Dk4OCAqKoqfvbvYu3cv3N3dERwcjBdeeAHXr18XuySDo1AoAADOzs4AgOTkZNTU1Gh83kJCQuDj48PP203a96zBqlWr4OrqirCwMMydOxcVFRVilGeQ6urqsGbNGpSXlyM6Olqnn7MWvzmlrhUWFqKurg4ymUyjXSaT4cKFCyJVZfiioqKwcuVKBAcHIycnBwsWLECvXr1w5swZ2NnZiV2eUcjNzQWARj97DcfodoMHD8bo0aPh7++PtLQ0vPHGGxgyZAgSExNhamoqdnkGQaVSYdasWejRowfCwsIA1H/eLCws4OjoqHEuP2/1GrtnADBhwgT4+vrC09MTp06dwmuvvYaUlBSsX79exGrFd/r0aURHR6Oqqgq2traIj49Hhw4dcOLECZ19zhhoSC+GDBmi/nN4eDiioqLg6+uLX3/9FVOmTBGxMmrpxo0bp/7zQw89hPDwcAQGBmLv3r2IiYkRsTLDMWPGDJw5c4bj2u7Dne7Zc889p/7zQw89BA8PD8TExCAtLQ2BgYH6LtNgBAcH48SJE1AoFFi3bh0mTpyIhIQEnX4PdjndJ1dXV5iamt42AjsvLw9yuVykqoyPo6MjgoKCkJqaKnYpRqPh88XP3oMJCAiAq6srP3s3zZw5E3/88Qf27NkDLy8vdbtcLkd1dTWKi4s1zufn7c73rDFRUVEA0Oo/bxYWFmjbti0iIyOxcOFCRERE4LPPPtPp54yB5j5ZWFggMjISu3btUrepVCrs2rUL0dHRIlZmXMrKypCWlgYPDw+xSzEa/v7+kMvlGp+9kpISHD58mJ+9+5CVlYXr16+3+s+eIAiYOXMm4uPjsXv3bvj7+2scj4yMhLm5ucbnLSUlBVevXm21n7e73bPGnDhxAgBa/edNm0qlglKp1O3nTLfjlluHNWvWCFKpVFi5cqVw7tw54bnnnhMcHR2F3NxcsUszWHPmzBH27t0rpKenCwcPHhQGDBgguLq6Cvn5+WKXZlBKS0uF48ePC8ePHxcACJ988olw/Phx4cqVK4IgCMKiRYsER0dHYePGjcKpU6eEESNGCP7+/kJlZaXIlYvnn+5ZaWmp8MorrwiJiYlCenq6sHPnTqFz585Cu3bthKqqKrFLF9ULL7wgODg4CHv37hVycnLUr4qKCvU506ZNE3x8fITdu3cLR48eFaKjo4Xo6GgRqxbX3e5Zamqq8O677wpHjx4V0tPThY0bNwoBAQFC7969Ra5cXK+//rqQkJAgpKenC6dOnRJef/11QSKRCNu3bxcEQXefMwaaJvriiy8EHx8fwcLCQujWrZtw6NAhsUsyaI8//rjg4eEhWFhYCG3atBEef/xxITU1VeyyDM6ePXsEALe9Jk6cKAhC/dTtt99+W5DJZIJUKhViYmKElJQUcYsW2T/ds4qKCmHQoEGCm5ubYG5uLvj6+gpTp07lPz4EodF7BkBYsWKF+pzKykph+vTpgpOTk2BtbS2MGjVKyMnJEa9okd3tnl29elXo3bu34OzsLEilUqFt27bCv/71L0GhUIhbuMgmT54s+Pr6ChYWFoKbm5sQExOjDjOCoLvPmUQQBKGJT4yIiIiIDALH0BAREZHRY6AhIiIio8dAQ0REREaPgYaIiIiMHgMNERERGT0GGiIiIjJ6DDRERERk9BhoiKjVkUgk2LBhg9hlEJEOMdAQkV5NmjQJEonkttfgwYPFLo2IjJiZ2AUQUeszePBgrFixQqNNKpWKVA0RtQR8QkNEeieVSiGXyzVeTk5OAOq7g5YsWYIhQ4bAysoKAQEBWLduncb7T58+jf79+8PKygouLi547rnnUFZWpnHO999/j9DQUEilUnh4eGDmzJkaxwsLCzFq1ChYW1ujXbt2+P3335v3hyaiZsVAQ0QG5+2330ZcXBxOnjyJJ554AuPGjcP58+cBAOXl5YiNjYWTkxOOHDmCtWvXYufOnRqBZcmSJZgxYwaee+45nD59Gr///jvatm2r8T0WLFiAsWPH4tSpUxg6dCieeOIJFBUV6fXnJCId0t1+mkREdzdx4kTB1NRUsLGx0Xh98MEHgiDU72g8bdo0jfdERUUJL7zwgiAIgrB8+XLByclJKCsrUx//888/BRMTE/Uu2p6ensKbb755xxoACG+99Zb667KyMgGAsGXLFp39nESkXxxDQ0R6169fPyxZskSjzdnZWf3n6OhojWPR0dE4ceIEAOD8+fOIiIiAjY2N+niPHj2gUqmQkpICiUSC7OxsxMTE/GMN4eHh6j/b2NjA3t4e+fn5Tf2RiEhkDDREpHc2Nja3dQHpipWV1T2dZ25urvG1RCKBSqVqjpKISA84hoaIDM6hQ4du+7p9+/YAgPbt2+PkyZMoLy9XHz948CBMTEwQHBwMOzs7+Pn5YdeuXXqtmYjExSc0RKR3SqUSubm5Gm1mZmZwdXUFAKxduxZdunRBz549sWrVKiQlJeG7774DADzxxBOYN28eJk6ciPnz56OgoAAvvvginnrqKchkMgDA/PnzMW3aNLi7u2PIkCEoLS3FwYMH8eKLL+r3ByUivWGgISK927p1Kzw8PDTagoODceHCBQD1M5DWrFmD6dOnw8PDAz///DM6dOgAALC2tsa2bdvw0ksvoWvXrrC2tkZcXBw++eQT9bUmTpyIqqoqLF68GK+88gpcXV0xZswY/f2ARKR3EkEQBLGLICJqIJFIEB8fj5EjR4pdChEZEY6hISIiIqPHQENERERGj2NoiMigsBeciJqCT2iIiIjI6DHQEBERkdFjoCEiIiKjx0BDRERERo+BhoiIiIweAw0REREZPQYaIiIiMnoMNERERGT0GGiIiIjI6P0/DgvL2ttJafEAAAAASUVORK5CYII=",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "import matplotlib.pyplot as plt\n",
     "\n",
@@ -350,10 +571,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 77,
    "id": "e93efdfc",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Test Loss: 21.111532\n",
+      "\n",
+      "Test Accuracy of airplane: 62% (626/1000)\n",
+      "Test Accuracy of automobile: 70% (700/1000)\n",
+      "Test Accuracy of  bird: 36% (369/1000)\n",
+      "Test Accuracy of   cat: 52% (524/1000)\n",
+      "Test Accuracy of  deer: 68% (686/1000)\n",
+      "Test Accuracy of   dog: 48% (482/1000)\n",
+      "Test Accuracy of  frog: 78% (789/1000)\n",
+      "Test Accuracy of horse: 64% (640/1000)\n",
+      "Test Accuracy of  ship: 79% (796/1000)\n",
+      "Test Accuracy of truck: 76% (760/1000)\n",
+      "\n",
+      "Test Accuracy (Overall): 63% (6372/10000)\n"
+     ]
+    }
+   ],
    "source": [
     "model.load_state_dict(torch.load(\"./model_cifar.pt\"))\n",
     "\n",
@@ -422,6 +664,7 @@
    "id": "944991a2",
    "metadata": {},
    "source": [
+    "---\n",
     "Build a new network with the following structure.\n",
     "\n",
     "- It has 3 convolutional layers of kernel size 3 and padding of 1.\n",
@@ -434,6 +677,315 @@
     "Compare the results obtained with this new network to those obtained previously."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 78,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Net_bis(\n",
+      "  (conv1): Conv2d(3, 16, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
+      "  (conv2): Conv2d(16, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
+      "  (conv3): Conv2d(32, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
+      "  (pool): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)\n",
+      "  (fc1): Linear(in_features=1024, out_features=512, bias=True)\n",
+      "  (fc2): Linear(in_features=512, out_features=64, bias=True)\n",
+      "  (fc3): Linear(in_features=64, out_features=10, bias=True)\n",
+      "  (dropout): Dropout(p=0.5, inplace=False)\n",
+      ")\n",
+      "0\n",
+      "Epoch: 0 \tTraining Loss: 45.564106 \tValidation Loss: 42.178608\n",
+      "Validation loss decreased (inf --> 42.178608).  Saving model ...\n",
+      "1\n",
+      "Epoch: 1 \tTraining Loss: 36.991999 \tValidation Loss: 32.589980\n",
+      "Validation loss decreased (42.178608 --> 32.589980).  Saving model ...\n",
+      "2\n",
+      "Epoch: 2 \tTraining Loss: 30.523370 \tValidation Loss: 30.100439\n",
+      "Validation loss decreased (32.589980 --> 30.100439).  Saving model ...\n",
+      "3\n",
+      "Epoch: 3 \tTraining Loss: 27.321748 \tValidation Loss: 26.029676\n",
+      "Validation loss decreased (30.100439 --> 26.029676).  Saving model ...\n",
+      "4\n",
+      "Epoch: 4 \tTraining Loss: 24.779116 \tValidation Loss: 23.820056\n",
+      "Validation loss decreased (26.029676 --> 23.820056).  Saving model ...\n",
+      "5\n",
+      "Epoch: 5 \tTraining Loss: 22.489247 \tValidation Loss: 22.883118\n",
+      "Validation loss decreased (23.820056 --> 22.883118).  Saving model ...\n",
+      "6\n",
+      "Epoch: 6 \tTraining Loss: 20.584708 \tValidation Loss: 20.659404\n",
+      "Validation loss decreased (22.883118 --> 20.659404).  Saving model ...\n",
+      "7\n",
+      "Epoch: 7 \tTraining Loss: 18.862030 \tValidation Loss: 18.866595\n",
+      "Validation loss decreased (20.659404 --> 18.866595).  Saving model ...\n",
+      "8\n",
+      "Epoch: 8 \tTraining Loss: 17.309435 \tValidation Loss: 18.415567\n",
+      "Validation loss decreased (18.866595 --> 18.415567).  Saving model ...\n",
+      "9\n",
+      "Epoch: 9 \tTraining Loss: 15.830718 \tValidation Loss: 17.881491\n",
+      "Validation loss decreased (18.415567 --> 17.881491).  Saving model ...\n",
+      "10\n",
+      "Epoch: 10 \tTraining Loss: 14.449725 \tValidation Loss: 17.551562\n",
+      "Validation loss decreased (17.881491 --> 17.551562).  Saving model ...\n",
+      "11\n",
+      "Epoch: 11 \tTraining Loss: 13.133848 \tValidation Loss: 16.988935\n",
+      "Validation loss decreased (17.551562 --> 16.988935).  Saving model ...\n",
+      "12\n",
+      "Epoch: 12 \tTraining Loss: 11.770248 \tValidation Loss: 18.998989\n",
+      "13\n",
+      "Epoch: 13 \tTraining Loss: 10.509071 \tValidation Loss: 18.143196\n",
+      "14\n",
+      "Epoch: 14 \tTraining Loss: 9.227078 \tValidation Loss: 17.438574\n",
+      "15\n",
+      "Epoch: 15 \tTraining Loss: 7.973743 \tValidation Loss: 19.340212\n",
+      "16\n",
+      "Epoch: 16 \tTraining Loss: 6.810682 \tValidation Loss: 19.045806\n",
+      "17\n",
+      "Epoch: 17 \tTraining Loss: 5.660516 \tValidation Loss: 22.535727\n",
+      "18\n",
+      "Epoch: 18 \tTraining Loss: 4.508346 \tValidation Loss: 22.611501\n",
+      "19\n",
+      "Epoch: 19 \tTraining Loss: 3.815922 \tValidation Loss: 23.759499\n",
+      "20\n",
+      "Epoch: 20 \tTraining Loss: 3.023061 \tValidation Loss: 26.888009\n",
+      "21\n",
+      "Epoch: 21 \tTraining Loss: 2.595166 \tValidation Loss: 29.081802\n",
+      "22\n",
+      "Epoch: 22 \tTraining Loss: 2.145509 \tValidation Loss: 30.382284\n",
+      "23\n",
+      "Epoch: 23 \tTraining Loss: 1.794749 \tValidation Loss: 30.752405\n",
+      "24\n",
+      "Epoch: 24 \tTraining Loss: 1.495325 \tValidation Loss: 31.713273\n",
+      "25\n",
+      "Epoch: 25 \tTraining Loss: 1.364554 \tValidation Loss: 31.893269\n",
+      "26\n",
+      "Epoch: 26 \tTraining Loss: 1.289005 \tValidation Loss: 34.779951\n",
+      "27\n",
+      "Epoch: 27 \tTraining Loss: 1.189547 \tValidation Loss: 38.487156\n",
+      "28\n",
+      "Epoch: 28 \tTraining Loss: 0.831569 \tValidation Loss: 39.299473\n",
+      "29\n",
+      "Epoch: 29 \tTraining Loss: 0.901950 \tValidation Loss: 39.426436\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "class Net_bis(nn.Module):\n",
+    "    def __init__(self):\n",
+    "        super(Net_bis, self).__init__()\n",
+    "        self.conv1 = nn.Conv2d(3, 16, 3, padding=1)\n",
+    "        self.conv2 = nn.Conv2d(16, 32, 3, padding =1)\n",
+    "        self.conv3 = nn.Conv2d(32, 64, 3, padding =1)\n",
+    "        self.pool = nn.MaxPool2d(2, 2)\n",
+    "        self.fc1 = nn.Linear(64 * 4 * 4, 512)\n",
+    "        self.fc2 = nn.Linear(512, 64)\n",
+    "        self.fc3 = nn.Linear(64, 10)\n",
+    "        self.dropout = nn.Dropout()\n",
+    "\n",
+    "    def forward(self, x):\n",
+    "        x = self.pool(F.relu(self.conv1(x)))\n",
+    "        x = self.pool(F.relu(self.conv2(x)))\n",
+    "        x = self.pool(F.relu(self.conv3(x)))\n",
+    "        x = x.view(-1, 64 * 4 * 4)\n",
+    "        x = F.relu(self.fc1(x))\n",
+    "        x = F.relu(self.fc2(x))\n",
+    "        x = self.fc3(x)\n",
+    "        return x\n",
+    "\n",
+    "\n",
+    "# create a complete CNN\n",
+    "model2 = Net_bis()\n",
+    "print(model2)\n",
+    "\n",
+    "import torch.optim as optim\n",
+    "\n",
+    "criterion = nn.CrossEntropyLoss()  # specify loss function\n",
+    "optimizer = optim.SGD(model2.parameters(), lr=0.01)  # specify optimizer\n",
+    "\n",
+    "n_epochs = 30  # number of epochs to train the model\n",
+    "train_loss_list2 = []  # list to store loss to visualize\n",
+    "valid_loss_min = np.Inf  # track change in validation loss\n",
+    "\n",
+    "for epoch in range(n_epochs):\n",
+    "    print(epoch)\n",
+    "    # Keep track of training and validation loss\n",
+    "    train_loss = 0.0\n",
+    "    valid_loss = 0.0\n",
+    "\n",
+    "    # Train the model\n",
+    "    model2.train()\n",
+    "    for data, target in train_loader:\n",
+    "        # Move tensors to GPU if CUDA is available\n",
+    "        if train_on_gpu:\n",
+    "            data, target = data.cuda(), target.cuda()\n",
+    "        # Clear the gradients of all optimized variables\n",
+    "        optimizer.zero_grad()\n",
+    "        # Forward pass: compute predicted outputs by passing inputs to the model\n",
+    "        output = model2(data)\n",
+    "        # Calculate the batch loss\n",
+    "        loss = criterion(output, target)\n",
+    "        # Backward pass: compute gradient of the loss with respect to model parameters\n",
+    "        loss.backward()\n",
+    "        # Perform a single optimization step (parameter update)\n",
+    "        optimizer.step()\n",
+    "        # Update training loss\n",
+    "        train_loss += loss.item() * data.size(0)\n",
+    "\n",
+    "    # Validate the model\n",
+    "    model2.eval()\n",
+    "    for data, target in valid_loader:\n",
+    "        # Move tensors to GPU if CUDA is available\n",
+    "        if train_on_gpu:\n",
+    "            data, target = data.cuda(), target.cuda()\n",
+    "        # Forward pass: compute predicted outputs by passing inputs to the model\n",
+    "        output = model2(data)\n",
+    "        # Calculate the batch loss\n",
+    "        loss = criterion(output, target)\n",
+    "        # Update average validation loss\n",
+    "        valid_loss += loss.item() * data.size(0)\n",
+    "\n",
+    "    # Calculate average losses\n",
+    "    train_loss = train_loss / len(train_loader)\n",
+    "    valid_loss = valid_loss / len(valid_loader)\n",
+    "    train_loss_list2.append(train_loss)\n",
+    "\n",
+    "    # Print training/validation statistics\n",
+    "    print(\n",
+    "        \"Epoch: {} \\tTraining Loss: {:.6f} \\tValidation Loss: {:.6f}\".format(\n",
+    "            epoch, train_loss, valid_loss\n",
+    "        )\n",
+    "    )\n",
+    "\n",
+    "    # Save model if validation loss has decreased\n",
+    "    if valid_loss <= valid_loss_min:\n",
+    "        print(\n",
+    "            \"Validation loss decreased ({:.6f} --> {:.6f}).  Saving model ...\".format(\n",
+    "                valid_loss_min, valid_loss\n",
+    "            )\n",
+    "        )\n",
+    "        torch.save(model2.state_dict(), \"model_cifar.pt\")\n",
+    "        valid_loss_min = valid_loss"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 81,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Test Loss: 17.254307\n",
+      "\n",
+      "Test Accuracy of airplane: 70% (707/1000)\n",
+      "Test Accuracy of automobile: 79% (797/1000)\n",
+      "Test Accuracy of  bird: 59% (593/1000)\n",
+      "Test Accuracy of   cat: 41% (416/1000)\n",
+      "Test Accuracy of  deer: 65% (654/1000)\n",
+      "Test Accuracy of   dog: 70% (708/1000)\n",
+      "Test Accuracy of  frog: 74% (745/1000)\n",
+      "Test Accuracy of horse: 73% (732/1000)\n",
+      "Test Accuracy of  ship: 80% (807/1000)\n",
+      "Test Accuracy of truck: 85% (853/1000)\n",
+      "\n",
+      "Test Accuracy (Overall): 70% (7012/10000)\n"
+     ]
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.plot(range(n_epochs), train_loss_list, train_loss_list2)\n",
+    "plt.xlabel(\"Epoch\")\n",
+    "plt.ylabel(\"Loss\")\n",
+    "plt.title(\"Performance of Model 2\")\n",
+    "plt.show()\n",
+    "\n",
+    "model2.load_state_dict(torch.load(\"./model_cifar.pt\"))\n",
+    "\n",
+    "# track test loss\n",
+    "test_loss = 0.0\n",
+    "class_correct = list(0.0 for i in range(10))\n",
+    "class_total = list(0.0 for i in range(10))\n",
+    "\n",
+    "model2.eval()\n",
+    "# iterate over test data\n",
+    "for data, target in test_loader:\n",
+    "    # move tensors to GPU if CUDA is available\n",
+    "    if train_on_gpu:\n",
+    "        data, target = data.cuda(), target.cuda()\n",
+    "    # forward pass: compute predicted outputs by passing inputs to the model\n",
+    "    output = model2(data)\n",
+    "    # calculate the batch loss\n",
+    "    loss = criterion(output, target)\n",
+    "    # update test loss\n",
+    "    test_loss += loss.item() * data.size(0)\n",
+    "    # convert output probabilities to predicted class\n",
+    "    _, pred = torch.max(output, 1)\n",
+    "    # compare predictions to true label\n",
+    "    correct_tensor = pred.eq(target.data.view_as(pred))\n",
+    "    correct = (\n",
+    "        np.squeeze(correct_tensor.numpy())\n",
+    "        if not train_on_gpu\n",
+    "        else np.squeeze(correct_tensor.cpu().numpy())\n",
+    "    )\n",
+    "    # calculate test accuracy for each object class\n",
+    "    for i in range(batch_size):\n",
+    "        label = target.data[i]\n",
+    "        class_correct[label] += correct[i].item()\n",
+    "        class_total[label] += 1\n",
+    "\n",
+    "# average test loss\n",
+    "test_loss = test_loss / len(test_loader)\n",
+    "print(\"Test Loss: {:.6f}\\n\".format(test_loss))\n",
+    "\n",
+    "for i in range(10):\n",
+    "    if class_total[i] > 0:\n",
+    "        print(\n",
+    "            \"Test Accuracy of %5s: %2d%% (%2d/%2d)\"\n",
+    "            % (\n",
+    "                classes[i],\n",
+    "                100 * class_correct[i] / class_total[i],\n",
+    "                np.sum(class_correct[i]),\n",
+    "                np.sum(class_total[i]),\n",
+    "            )\n",
+    "        )\n",
+    "    else:\n",
+    "        print(\"Test Accuracy of %5s: N/A (no training examples)\" % (classes[i]))\n",
+    "\n",
+    "print(\n",
+    "    \"\\nTest Accuracy (Overall): %2d%% (%2d/%2d)\"\n",
+    "    % (\n",
+    "        100.0 * np.sum(class_correct) / np.sum(class_total),\n",
+    "        np.sum(class_correct),\n",
+    "        np.sum(class_total),\n",
+    "    )\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The result obtained with the new network is better than the initial one.\n",
+    "\n",
+    "---"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "bc381cf4",
@@ -451,10 +1003,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 82,
    "id": "ef623c26",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "model:  fp32  \t Size (KB): 251.278\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "251278"
+      ]
+     },
+     "execution_count": 82,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "import os\n",
     "\n",
@@ -480,10 +1050,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 83,
    "id": "c4c65d4b",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "model:  int8  \t Size (KB): 76.522\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "76522"
+      ]
+     },
+     "execution_count": 83,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "import torch.quantization\n",
     "\n",
@@ -500,12 +1088,125 @@
     "For each class, compare the classification test accuracy of the initial model and the quantized model. Also give the overall test accuracy for both models."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 86,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Test Loss of initial model: 21.140218\n",
+      "\n",
+      "Test Loss of quantized model : 21.149634\n",
+      "\n",
+      "Test Accuracy of :\n",
+      "airplane: Initial Model 66% (664/1000)    Quantized Model  66% (663/1000)\n",
+      "automobile: Initial Model 73% (732/1000)    Quantized Model  73% (733/1000)\n",
+      " bird: Initial Model 38% (386/1000)    Quantized Model  39% (394/1000)\n",
+      "  cat: Initial Model 48% (482/1000)    Quantized Model  48% (486/1000)\n",
+      " deer: Initial Model 62% (622/1000)    Quantized Model  62% (622/1000)\n",
+      "  dog: Initial Model 52% (523/1000)    Quantized Model  52% (525/1000)\n",
+      " frog: Initial Model 83% (833/1000)    Quantized Model  83% (831/1000)\n",
+      "horse: Initial Model 64% (641/1000)    Quantized Model  63% (638/1000)\n",
+      " ship: Initial Model 76% (765/1000)    Quantized Model  76% (761/1000)\n",
+      "truck: Initial Model 73% (734/1000)    Quantized Model  73% (735/1000)\n"
+     ]
+    }
+   ],
+   "source": [
+    "model2.load_state_dict(torch.load(\"./model_cifar.pt\"))\n",
+    "\n",
+    "# track test loss\n",
+    "test_loss = 0.0\n",
+    "test_loss2 = 0.0\n",
+    "class_correct = list(0.0 for i in range(10))\n",
+    "class_total = list(0.0 for i in range(10))\n",
+    "class_correct2 = list(0.0 for i in range(10))\n",
+    "class_total2 = list(0.0 for i in range(10))\n",
+    "\n",
+    "\n",
+    "quantized_model.eval()\n",
+    "# iterate over test data\n",
+    "for data, target in test_loader:\n",
+    "    # move tensors to GPU if CUDA is available\n",
+    "    if train_on_gpu:\n",
+    "        data, target = data.cuda(), target.cuda()\n",
+    "    # forward pass: compute predicted outputs by passing inputs to the model\n",
+    "    output = model(data)\n",
+    "    output2 = quantized_model(data)\n",
+    "    # calculate the batch loss\n",
+    "    loss = criterion(output, target)\n",
+    "    loss2 = criterion(output2, target)\n",
+    "    # update test loss\n",
+    "    test_loss += loss.item() * data.size(0)\n",
+    "    test_loss2 += loss2.item() * data.size(0)\n",
+    "    # convert output probabilities to predicted class\n",
+    "    _, pred = torch.max(output, 1)\n",
+    "    _, pred2 = torch.max(output2, 1)\n",
+    "    # compare predictions to true label\n",
+    "    correct_tensor = pred.eq(target.data.view_as(pred))\n",
+    "    correct_tensor2 = pred2.eq(target.data.view_as(pred2))\n",
+    "    correct = (\n",
+    "        np.squeeze(correct_tensor.numpy())\n",
+    "        if not train_on_gpu\n",
+    "        else np.squeeze(correct_tensor.cpu().numpy())\n",
+    "    )\n",
+    "    correct2 = (\n",
+    "        np.squeeze(correct_tensor2.numpy())\n",
+    "        if not train_on_gpu\n",
+    "        else np.squeeze(correct_tensor2.cpu().numpy())\n",
+    "    )\n",
+    "    # calculate test accuracy for each object class\n",
+    "    for i in range(batch_size):\n",
+    "        label = target.data[i]\n",
+    "        class_correct[label] += correct[i].item()\n",
+    "        class_total[label] += 1\n",
+    "        label2 = target.data[i]\n",
+    "        class_correct2[label] += correct2[i].item()\n",
+    "        class_total2[label] += 1\n",
+    "# average test loss\n",
+    "test_loss = test_loss / len(test_loader)\n",
+    "test_loss2 = test_loss2 / len(test_loader)\n",
+    "print(\"Test Loss of initial model: {:.6f}\\n\".format(test_loss))\n",
+    "print(\"Test Loss of quantized model : {:.6f}\\n\".format(test_loss2))\n",
+    "\n",
+    "print (\"Test Accuracy of :\")\n",
+    "for i in range(10):\n",
+    "    if class_total[i] > 0 and class_total2[i] > 0 :\n",
+    "        print(\n",
+    "            \"%5s: Initial Model %2d%% (%2d/%2d)    Quantized Model  %2d%% (%2d/%2d)\"\n",
+    "            % (\n",
+    "                classes[i],\n",
+    "                100 * class_correct[i] / class_total[i],\n",
+    "                np.sum(class_correct[i]),\n",
+    "                np.sum(class_total[i]),\n",
+    "                100 * class_correct2[i] / class_total2[i],\n",
+    "                np.sum(class_correct2[i]),\n",
+    "                np.sum(class_total2[i]),\n",
+    "            )\n",
+    "        )\n",
+    "    else:\n",
+    "        print(\"Test Accuracy of %5s: N/A (no training examples)\" % (classes[i]))\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Answer : The classification test accuracy of initial model and quantized model are really similar."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "a0a34b90",
    "metadata": {},
    "source": [
-    "Try training aware quantization to mitigate the impact on the accuracy (doc available here https://pytorch.org/docs/stable/quantization.html#torch.quantization.quantize_dynamic)"
+    "Try training aware quantization to mitigate the impact on the accuracy (doc available here https://pytorch.org/docs/stable/quantization.html#torch.quantization.quantize_dynamic)\n",
+    "\n",
+    "---"
    ]
   },
   {
@@ -521,10 +1222,38 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 87,
    "id": "b4d13080",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\AMA\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\torchvision\\models\\_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.\n",
+      "  warnings.warn(\n",
+      "C:\\Users\\AMA\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\torchvision\\models\\_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet50_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet50_Weights.DEFAULT` to get the most up-to-date weights.\n",
+      "  warnings.warn(msg)\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Predicted class is: Golden Retriever\n"
+     ]
+    },
+    {
+     "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",
@@ -586,12 +1315,531 @@
     "    \n"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 88,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "model:  fp32  \t Size (KB): 102523.238\n",
+      "Predicted class is: Golden Retriever\n"
+     ]
+    }
+   ],
+   "source": [
+    "print_size_of_model(model, label=\"fp32\")\n",
+    "\n",
+    "import torch.quantization\n",
+    "\n",
+    "\n",
+    "quantized_model = torch.quantization.quantize_dynamic(model, dtype=torch.qint8)\n",
+    "\n",
+    "\n",
+    "quantized_model.eval()\n",
+    "\n",
+    "# Get the 1000-dimensional model output\n",
+    "out = quantized_model(image)\n",
+    "# Find the predicted class\n",
+    "print(\"Predicted class of quantized model is: {}\".format(labels[out.argmax()]))"
+   ]
+  },
   {
    "cell_type": "markdown",
-   "id": "5d57da4b",
    "metadata": {},
    "source": [
-    "## Exercise 4: Transfer Learning\n",
+    "---\n",
+    "\n",
+    "With other images :"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 99,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Predicted class is: Siamese cat\n",
+      "model:  fp32  \t Size (KB): 102523.238\n",
+      "Predicted class of quantized model is: Siamese cat\n"
+     ]
+    },
+    {
+     "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",
+    "\n",
+    "# Choose an image to pass through the model\n",
+    "test_image = \"chat.jpg\"\n",
+    "\n",
+    "# Configure matplotlib for pretty inline plots\n",
+    "#%matplotlib inline\n",
+    "#%config InlineBackend.figure_format = 'retina'\n",
+    "\n",
+    "# Prepare the labels\n",
+    "with open(\"imagenet-simple-labels.json\") as f:\n",
+    "    labels = json.load(f)\n",
+    "\n",
+    "# First 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",
+    "    [\n",
+    "        transforms.Resize((224, 224)),\n",
+    "        transforms.ToTensor(),\n",
+    "        transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
+    "    ]\n",
+    ")\n",
+    "# Load the image\n",
+    "\n",
+    "image = Image.open(test_image)\n",
+    "plt.imshow(image), plt.xticks([]), plt.yticks([])\n",
+    "\n",
+    "# Now apply the transformation, expand the batch dimension, and send the image to the GPU\n",
+    "# image = data_transform(image).unsqueeze(0).cuda()\n",
+    "image = data_transform(image).unsqueeze(0)\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",
+    "# Send the model to the GPU\n",
+    "# model.cuda()\n",
+    "# Set layers such as dropout and batchnorm in evaluation mode\n",
+    "model.eval()\n",
+    "\n",
+    "# Get the 1000-dimensional model output\n",
+    "out = model(image)\n",
+    "# Find the predicted class\n",
+    "print(\"Predicted class is: {}\".format(labels[out.argmax()]))\n",
+    "\n",
+    "print_size_of_model(model, label=\"fp32\")\n",
+    "\n",
+    "import torch.quantization\n",
+    "\n",
+    "\n",
+    "quantized_model = torch.quantization.quantize_dynamic(model, dtype=torch.qint8)\n",
+    "\n",
+    "\n",
+    "quantized_model.eval()\n",
+    "\n",
+    "# Get the 1000-dimensional model output\n",
+    "out = quantized_model(image)\n",
+    "# Find the predicted class\n",
+    "print(\"Predicted class of quantized model is: {}\".format(labels[out.argmax()]))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 98,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Predicted class is: lion\n",
+      "model:  fp32  \t Size (KB): 102523.238\n",
+      "Predicted class of quantized model is: lion\n"
+     ]
+    },
+    {
+     "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",
+    "\n",
+    "# Choose an image to pass through the model\n",
+    "test_image = \"lion.jpg\"\n",
+    "\n",
+    "# Configure matplotlib for pretty inline plots\n",
+    "#%matplotlib inline\n",
+    "#%config InlineBackend.figure_format = 'retina'\n",
+    "\n",
+    "# Prepare the labels\n",
+    "with open(\"imagenet-simple-labels.json\") as f:\n",
+    "    labels = json.load(f)\n",
+    "\n",
+    "# First 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",
+    "    [\n",
+    "        transforms.Resize((224, 224)),\n",
+    "        transforms.ToTensor(),\n",
+    "        transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
+    "    ]\n",
+    ")\n",
+    "# Load the image\n",
+    "\n",
+    "image = Image.open(test_image)\n",
+    "plt.imshow(image), plt.xticks([]), plt.yticks([])\n",
+    "\n",
+    "# Now apply the transformation, expand the batch dimension, and send the image to the GPU\n",
+    "# image = data_transform(image).unsqueeze(0).cuda()\n",
+    "image = data_transform(image).unsqueeze(0)\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",
+    "# Send the model to the GPU\n",
+    "# model.cuda()\n",
+    "# Set layers such as dropout and batchnorm in evaluation mode\n",
+    "model.eval()\n",
+    "\n",
+    "# Get the 1000-dimensional model output\n",
+    "out = model(image)\n",
+    "# Find the predicted class\n",
+    "print(\"Predicted class is: {}\".format(labels[out.argmax()]))\n",
+    "print_size_of_model(model, label=\"fp32\")\n",
+    "\n",
+    "import torch.quantization\n",
+    "\n",
+    "\n",
+    "quantized_model = torch.quantization.quantize_dynamic(model, dtype=torch.qint8)\n",
+    "\n",
+    "\n",
+    "quantized_model.eval()\n",
+    "\n",
+    "# Get the 1000-dimensional model output\n",
+    "out = quantized_model(image)\n",
+    "# Find the predicted class\n",
+    "print(\"Predicted class of quantized model is: {}\".format(labels[out.argmax()]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "---\n",
+    "Test with other pre-trained CNN models : \n",
+    "\n",
+    "1- AlexNet :"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 90,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Predicted class is: Golden Retriever\n",
+      "model:  fp32  \t Size (KB): 244408.234\n",
+      "Predicted class of quantized model is: Golden Retriever\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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bTBT2Dgu3KVTd8fJ+HhvTEIEQIEWojBWbHOdyMV7brDcX7E+8PjMykza5NY7DeIB2hLIP+pb+XhCjwh4kocVwKS9uzTQbSNnz0kko0MIAKpC0Gez40o4hCtop09R1IlOBaAGq5FyNUOXVUpFDHz9Py7UwhtBNUj9n4hA/EBnRdEQ1IVnQeOYQB8bRfOJJBR98MUDtI+o3UuNdtV8/9sJuVDsP7zasVHS07/WeSbfGO6b9l+hJ68ZqNoja632e2uYrr8g9g6nbO+94o96ba8h4e/bHHbfatuluzVcsiIlmU/Hl3Wazkk/mr5ujl0JNEzUMu1GM1M2852eoCr6kIXgPqTA1QxQOX1SENj9tXXbRqDiS7h4axBrUXHNiPp2Bl1GYZo7KKAk0FmFujMK7XIRexnUekb92fR6jKJu2J5xGFvLCkn/DN7pvKgtX3QOiiivpNs+gLXv37K4nSreYTWMpzKJtgqwG3ark79Qau8cgK7oTpDEaW6Rc2c+NAa+MrxKaFGnZQ3bhxufuvMcPB5JmcvKoDAiJGCcjLp8QD07Nd1+DeWp7zQ6S97mpBsiXjKJaVywyr9uISjfu+q8imlo+jc2da1AY7fn0i/fc0Gpdi9x9/iOIpzeY3jxb16dTOes817l2HrR4HCozarRkFNFQhVbFybB4jZS0EPYd/SgvEaLc/t67FrWJom6u9/9W5ttQQJNKe1i1VlzYDLM7I5WuL9bzKrqK8fJma1RksPfjdufQgrp60FFVtyYY9G/EKFonqhRq8/pS5PQLUK3j3TB6MfWJ3/0l4ffveDkdn/Sskwp7X+vrG5Nqg9AqEqmZUhZOnlt47Y5MuhnvkMRtT3VvvmZZqoUQ+zCiWcni0RyATMoO1UBWCMUtBwZVq8JR28gl4KfOu1Mh1SxbqjeiI94qxbuNRGUgO8wyhNOMYvVHdjtE3QjdjtrRQ12X2taPr8ouAPp/b6eu479FxTN8J6ZwmgFSC7GzI9H67y0a6Pvcr+GnG6zd103LPlRHC/aSHWX2uSVaJq43BdXhNgQhdS13pFX4YlFjtDGLrF2sh/bRy/sEteC/MpefIL5mb+rfbc4A0WwpKvwNGUXjRLJbjEX2iauh1G062n924tgtyWXCmkV2z/uwz8sLXvahEV2vM9umr1KvQdv2fV1Ye0v7OOfWsyYtDIpAZRQ3wqtu/t2AuTvAdlTSPKlFDRK1OH4dRtR5chos9FZBcaCelDOkiMvO8kdEbnhoLm1V1JP74ZXPnXQyrpOcXSvdYGrPc2FmRQJjOQ7SsHmVpNotR2UU+4a0zS37t/su3NdNlU+p2u6RlkYuBW0LTh2pMkcqkzRjotZoRM1ksQTCPfnOQrSrSpxzan1wTro+uVsSKUiy0qarzK8yms4ulnPDw92M2G/aGDNUyN8CA5sQKBa4Ps6h84IpFs+jZVydqOp53w1C2fdYHZ8iMoCutFD0FIuHBPRvxShySg1e7n74vYP1qoT1Eq7uBFalRiV8a6JuVinsdDfK1m92K628+PdmS9xYc18up+6xHB1A2e3JRT9uMFrocyZd+Vu71jWXVOebDaS7BFJMcksmeMh4Uo8zhWKos0jB6lqrdTlcET81arAOxUmtS1D6TPMVtPuBpm7kbFxcBNOlKWHO5SkfAqpDN9+fbmotkvTmsz8DJV4mf/3o543Z9DEJpZOq+Bt1RUFy4dO+0aJXRUJN8S3sT4QUi1Gzro0YlHf9at/A48r07b9Oerfrvra76rKvdY21uB1sFTSue0f9vsZitjsbLbzY9/u8dU3Li//WNU7lfdZeCUhUB3lDNTbU6l8uyl+5Ps89mjYkb0U67IRu4+4swxUNdNbhKs3rqksdQDNG/gi76Ra+v/bItt6sYy38GOPq23BV0lbppuyz3G7VXVq15K8mf+mBn4EZNWWlMojCqPeoPGHPUTYmVXM+rLfFZZm5oadma+m7Vd5saCZbNF+bYml6b63p0NSnHukIkCuMznu9C4m0IDQ8Nyn6L+ax/+t2DYoZttIAJcqwzfetKa7B/mJv2XnCviWkzNVtTQoagzNVTZtnC1UMqBUJXssAoFg4uGtCqqaGt7gSoK+xYpGt5k5ukcbonrVa16UbQ/tCaHRaUSoFbYjsiHjnC/kW5fTTSiOf0k4xrdagMKnzYX9UkhUBTY6k9bNMToZW499M9dCEaCqxC1X9kLbf2ma9IZ06YzsnrhtDOz2jcnjavzuj0L6tBpHr+yqbqZ98KgV5eZdWv7RWX1RhfLnB21o1KaVKUF1LL4jd+rlHIFYDfks/b7v9dvytX/W7olLQPdIzi9sxV1isxTVeGKeaZb8mPVXjauENtPVp+va+PaVE+uVcia8yGmugaXQ3496vPVpyRwFtQ75Yi9oT2nyXvhRyaSoqvcq1S/D6szOlSnc1jtXqiNT1SjWzsqO0mvncMpzbOLX1oc6na/NHJefdwFj72jGxfp705q0/fu1hhLcBi/3T9b2t8R59lEdc91RlsrkZU3faNXr48/15eX0Wo/CSceQSr753ScWh0nkxpAdVbRiFOcBeo0JvpTm0wjEVMtrc6z4jzncZei+jN2t0vL2tNd0IxFDCTcKTjYxdBKQmJjRnUsrd60uvO+hpv1TOfOsmtoAsae1VYla0plm05+pYa8Zim4+KGDq6acFfolS1o2KXStxtQ6mpHLthr6op4LztBillCZ2TUs9ACkTNpUqZ3Kzp7ZxXBt7xjW7jaAkp1m6Zd2dN71buN0Y3h2VOtaldpbxPHyfRmGndbNKEkABpB7I2v1IYaOExVbL7zn6hqi2rVzKFrnYPW6OhF/aw2+xS9j7+yNXmQ6T7KW74F3PSmGjNWti3GrtL2sawh2uXe9xeYyc1IpEbL9pfuz7TmKklZl3aAu2h0WaIsZDTH4v42qFhQ5ANldT2u/ArhZt6T2W3qgpkIXeKnO4N3CSF+pvF2nXgdkNlyyXoRUTRBLUUWkUIO+TbF6hXR/6SpCjikF4K7s/fMqCdLKS7r6VQ3EqoJtGqqlAZQs1SrapTL71rdSQITvjl29e8eji2gilZleCqK1F5Os/M80bKtcBLnQttqAe3M6YdecnN/Nk4e/G3e2925vJS928z0ObxRopXxv/JZO+/1/gFyMjoSMkSxVLKtnkKithDpmtGpxRDouV2uPJOdb7UonB7ta9aw6LMcS3/+LJnf+kyNcT63FfD/gSJOLmlgZtWCsuuc9irvVhimRCspZToBdpPuT4PUThfsu8q97ut/OSlEBmFFHaRW54xqqpy4QaQ6p7xCALO47KgxUvRDbkjJKX6p4HObWQ3V8gorUe1FWn/0MriVaKuzKGLR9g7aYyKaujcv9s5fEE6mgt0h1pgpz5hlvhOKlXorZUhfOpqvCnFIdXq7wqSMI+H3+GT5UwIDM4RvOcwDIzTiPee4D3D4Pji9T2PDycrVJYTKcXGUFWVV3eeZbNCtikp66Zcl63Nia8GklZj0phsjLkxF7KyxWz1KQsjyZq7fL5bw/AeYUnjIk0vxxj+rQu0GiT3B+uciGCRkM6To+U3iLO0KIuQLFShlV7UPBRO8H6nFlVFMiaBRYp4rsyxhFgrO+rau/fJ9YldotDLHq3Zj7V77sXvu+u+MMzufYYG666wfJKsHtQM4Lkgsr8dougg0m2ny9YXZzEIVTWQ/i67uij+2mjjAv3mUyjBUn2EYp8DUv59MVmN46ruuZJl893CuVuAW3/qIuzj+nOTuRNLCwRrQy5SiCpqurwJKPCXNkdSmNo+Fbc6/g2Z3FQD0ps+9qhDSnHZcQwcxoGH04HT3YEhBHxwBC8cD4FpKupQhuR2OKpqANi3zeRI2XM8eIvnkJIHQUTwbW5VlZi0SG/D/GtUYjI1bouZZdtaUdtud++roP3YXhpSd0N2v3Y530rJT+/pNqnjJiy7MhZjFNryMyoOzRhqc0LLAbq9arBVT/K38v5238i+Xu1zI4S+6Vt7Q/dNpZu6b0pbVQVpzLPOXmVgzuHUgbfs2b92lkd/fV7AldSOV51pH7BZlJMNXPeiutqIvzzbjbeV0Ws4tN5k/5iduGMWvaejcuK+c6UfFVkY4+iI3cAhFRHUTV01ukrsFS1JHVt1CUsf3CIdYXbEXq3oZXw71683UOrxiNX8rON6Ab2lVvWhupFpTKXtqjaq+s6afGRVlo/TwOk4cnecePV45P7+SAi1hoESt5VtuxpzUEpZ/D2tOcUVzRER8D5wOB45Hcf2XidKjgveecSZl8S67IsR0KRWVCEnJcbE03nlw5NwXSPrVmNJaFJZXxDBjhcrkNZ9YQAawtP2U+s3WB+0xGK4vfhzs72Ud5cq4FKK0mTtg+2KXHaGblVNHblBkztJN4RUBVsLr+4ZQn9JZRDSCgnV61a8AE21q0Qi7a72ZxFzTfWTqhIWRkGw9XeOdf0bVbiqQTh1irqULWoIklm4dz+fNFLemUpft6mpLs2y99JlI+299e8bhNKhkF36SruzSSiRYoY1yN4vw41NRVJZWGebVV5CtH0c/dt20vkxV++LsajueSJiAUYBaWdK0DZDYWDiblrUQghCtUkIIQiH0XMYR07HA68f73jz5o5xdPiiWuQ0sy2ZFBMpJguHrvELavUXWi3JcpaGbSJAInGLtHgHzVghjUQYBpz3O1PFoeLBDdbtZLU4DkE4vBq4n+D5uvF08TxdI9clvmAS+2XrW8vTV9FQWUe/9vW4B9eea3QqDrxSjU2pqptSrGKdYUsxdOc7WrJaD1oYqhn0fenGbiTd3c/9Vc/XaGpFt5Yt0raMo6rrUtpTdA/BaE/Voru37Kl5NQBTSbvvKrMTATcgeLLL+CF+2uE/c/1nJIVJqVGi5Aqd2DfL/nvCgmIqx9uHa9l2dr/DYvT7+ITm7qvEo1UMVylSxSv0W7TVkCx92pGJslexl9bZfNOM7NW6XS66QCYILQy3CrK9iEr5KT7NHTZbtmYNwunVh2ahfoFQ6mtwFp5dbTnW5R5O7Nuj2jScg+A9Yxh583jP61d3vHp9IgQrvhq3RI4bmmJjRjkltmW9MTJq3IwxamESOHKMTSKui3kMXC1Dnzd8cERdC5R3LMtieRnOI6UOpQ8jznmyA9HEEITX9yMPp4F1S7w/bzxfNq5LYo0WeGbLXtdW2xwhO2RuRkQRnIRmvLXANFtLAZzr7BjQlQAskreUaNhRzQt6bcLBUtrRVhMJiuE3Nomne+6MmMrW6L2td1lPX2m8UU9HI+W+LLuKUplb00mkId12aSn/J2UMzrV5gMKnzHmMCyM/9frsXI+9epz0U4i9fufiNljLmGgl7dA/85Q1bIGD0iZNhRZUZzNaHeOVYbAvfod0brn0DgerBG/6v+5P7MRQdqsk8x6I3GbK9v+WxbBqacY16iLnEl8iBfbtmnbnObhJtP/rdvIaoi3UqZCCJjz3x4k3r068fjxyfz8wBMh5I8fNCudskZy2xgSMYaRi+DIDnsZIzhuqqVW5TjHtgy4i04VgY8qJPAYjzgLx12VFQkmXF0cYDozHQAj1QCiP83Za2wCMQ0ScMHgYAzxftRlQm/Spc94ZAivUrjNrEnhXB9vBUr1s7Rn8/qlJYOm2a6mLWvAFNTm/pWaL9P44EMFJ3oskF3qouKeTE/BylStt2YtvBt3oh11I3SKJ/a9b2u88HgqUehU3IQudwPsp1+dFZnaMrnHU8kFdQqFXHswnbN+UwKKWD9+aovK8Gkuv2qkk1aLcd+Am0qV6PipR9FNXM+X2T7T6GiuxqPWuIQalY2d7gk6VAtL1QwuZym13CnzdA51a3Q46RkHtjLMNWXrdz2n/aw1+6ovHeCeMIXCYBt68OvGLLx84HD3BCzktxHUjbhs5RXJMVhcjx8Z9VYVtXW1czkq7b+uM5mjznhIpbjvzz4bsXDA9VzTj00SKazmyL5KS4kKgWAw53Q+EqVKI4PyI9zYxUjIZ748QXGYMiiPxXoWYzDNkU1rPyLAZ6gsU132VtAS/1rWUzrZDlcj19+rVqlRSGEth9oY07ZwPGvOp3j5XNnBu27G276QoSVUgITWtjBaXkSv99wysLnMX71Lf2P7c903LZM3VWL9HfUIRgC0uJ4ME6pGEFYX+Van04vpMRlEhnLysbrdvzx9ncTfXbfiqDSiVAi3VNJf6gexU0jV+ixukf3GhDvcj775t5/aGBlzqRpZPbukmWNraGDOQViez3lddfe08D2FnHrVx/ZF3AFU566M498Kw9pK7w8QXb+754s0db16PJYgrkbaNdb6QUiZta2ESqZz9sEKOUAKh0mqbW7Gj7fK6GvLIiZSVuFwQH3A+IOKJ2wbrQs6Rbblyun9gma/EZJJ3PBxJ14VhPHC8u+f+8ZEwBoYxMAyDJUFpasSeELZtxenGXUgcHoUQBt4/rcxrNs9V2S26Ly0h2N8pZbYu8/w2Gzl3hNltyD7PqMyxo/EJYwA5lU3ldiOtGlKsp9L0hu6qHdt7BLqKZagWT2AdwO2i1zivT0geoR5LeCMksPemqp72qRIAhQF7IPYfv/jlMyK4P78UXl87qkrgnWG8pPpqVLHPajGVXcrSpLBHid297eoSvCorqTCRCu92aEDbwDcoSwsc3EVMRSE3r2r7fM/icyJkZ3UQ9roUNpqdKWgbkx1b2DWmQqrFcbQip8owdtRx0w924mnSxdEKjYg47o5H/uFXr3l8GDkeHY6VtGzE5cI6X1jmMzmupS6GBaplHDku5GQoQ8QR15V13YgxmrQPkx3gqwkfgtWaVG2HBMdk8RYWF+E4Xxc0O5wLjIMnx43j3SuOpxN39ycGnwkS8XlDVyXmvTALiLk1UyqHBtt7HyeHZM/ZC+c5sqS6oWkBUbHEZtR8lp7ODC3t7lfVgmbdbR5FXQetaORGyFUkm/ebcdDRUGMQBfVmoEcEfZesDzU2xz6rRW60Jes59lwPo8EWktDRh2razyBVqAZSV8/VbSX9lVBHUPqVsRifuk9+6vWZjGJ3/dyyBCnf99K4Skxpz+6zxm3A0U07Nim+wLjKWCr8poP6+iNjrWjlFn/Yezqwt6OH9ly9uS6aNErqg7r2hefFL/Zl1StvO9CFZTc92UScqt54gRpvEIpqszMMEZiGgePxwBdv7nj1MDBNFlqPZnJcWC8fmc8fWK7PRc8vTDpbKLPZKYr6kxPbcmZbN9YtgxsYxqltMh8GlmW2E7d8KLxZiXGzugnDgZwtOMmX+pDhcOB4GJlGj5cEeSOvqxXtQVE34v1oUYZl/LkdDlxF3crkIY8Qk7BGbROjaoy4hmW/zCKpdouaQFbbd802tbu+e7WhftY+7yB67soK2NzlRut0bfZRCb2aXg3y2lp5CVZLDJDmmnvexlHpD7R539pp63uR14ZAXbFuN5e+c5/Q/249+enXf8ZJYdrBq+5qC9kZDhsGeLFvgJaroXsDnW2RUs2rceCm8XU7qt/47be64L2C2vpe7u2ppDzUtM3euix7rMOnDLiPo6jPUWol0HMe+1pvyNC+0T2ytMxGYwr64m4njnEIPNwfefPqxFdvj4yDpa6TzFMRlyvL5QPz8w+s80wWg/qWFJWIsQRBYUbFtC3E+QPbFolRiOoZx5mqX4sLxG3DhQmfaTamFCMqVtpN1aS8L5GO0+HAOHqCU2MSUQsKSRYpO4JMVgUqAzFBjBvtfBHJpLjhgckLcfDMi5gNgnK8QZXkt6txw/Sr16zt6BIodeOq1J126kbfoxKaw39nDjXYqoLFou/UNfNAzw70JY2U73dU2e0O3e+olLLf0zGoThr39LgzntqfgipEimexZ0uV/vjJ12efZl5ln0U+0ow47R6RHWIRaQkuZWB2GE2FQMXcqLDLVJvi3I+mbb68T5DcMqEbFa307+VEtk9u9zefzHpDQbff1UWuz7WIzO4NiOJLUdVckFOmBDl1PB0s5N0CpOxT14iiY67lj2mc+PWv3vD29YmH+4DLM3G9kFM9FCRz/fAtl3d/Yrk+I8M9iJ1vkdLGuqxc1xK9KA6RwDpf2S7PBfoOLNvGupzxISBuICYIIViimFjCWNoWYrJ09Lw9gwxk58EPjIcDXhI5zmzZEaVItpJq7pxD1wtbOrNta2FQiTDdlY2dzYBafncivDoEkAPfP1smb0MErjLfsnNfMGbzPLrizq1r9lLV6wzLReqXhbB8Iq31V3rhV+IgGuM3m0VFsTXQ7uVmrPul7gcntbhtfWdVN0u+hzjkBqNQUISWm+vhV/u+lJIJ3QSV9MkL0pI2pfTnb4YonNS4RrrZrkpFJ9Xr/UCNgtTySalFhMKeI18WX6HUSbjFCm0ztyV94erpMIv2C14/f6k31rY//aibyo5HN2gqHbLYGUaNrW8fd7/68o6Wcl4uLzXDXZuUrArOrvUI0zTwcDryj//wJY+PBuc1nklxsbgHtcOF5udnPnz/Dcu8kdKI8560XchxJW4L6zJzXSIpexCrYPX89M7WSEF1swI8DmIaEG+2jZw2BjziJ/wwsVw+sszPpBTxfuDx8UsrZrttbHohXiAMAz6MSJgsx4B9k5IT2zazrSsxZcSNqH5HcFYucBjvCdNgGysl4nrhLsxwOvG8BZ5m63BjqgWFtTT0bm3Fg50ERqsQ1uimk+BabDDVIFoF0b6Ou2fN3lG9Kn4nK+1oVYqTX3dakXJMwCfvoNZkqQCnjyC29+RqH6NDqyKYg7k5iBtN1uOw7Xcph1rdXqaS/a3qUUg3yJu30lWB2meu31A1TaVK2Mo8en1p11FpT9bN3HhFr+P3XdA+FHs3GlUDUW13J6TdmLm3TTej0pagwyI39o+KAv/sfMGNJdw2Zc2T6BlVxyCgpXzfnw68fjzx5dt7Xj0OONnQNJO3GY2r2UtTJG8L23IhbgsxbqQMEle2+SNxndmWmXm+skQh5gDY2RIxJpPiOaIp4mUgOcGrQyjoww/U+AEvSk6RbdssA1NGRCCuV/KW2CTj/UTOGZ8SEjcSQ2FMGdHIulzNbZtSyXa9ssxnnKiFnZ8emO4ecJ3EJCcmD26YGP2B50VY45741Na7MvPKDqR8VxBCL9xyFWC66/43NFLd+HTqJyXehHImSIMn1U1eFrvQoj3jWiCf9GGWhTaqGoLUMz52D0djAWKBWzaP1em/0/Velj/v54nuXGtXq+o+1QQ5oWn788T74vr8yMzur7bRu03W44tboG0TnGH3j3eQHn25+bszKLhVI27e2do3+N2DLXsqtxv3jb+/82Zwuv9yiyxeMKzbB+z3zhK+95P2bP9cZRR93dDdfWoEMw2BN48n3r694+2bI4O3SMq8LeRtQXRDEHJc2ZYr6+Uj2/xE3DIxQ44Ly/kD23wxNDHPJAaiHkCC1fDM2TwgcUXTxjg4c+aUI+oU8H4oZKkIyWIyUj3Xk+K1mNG0omTCaHPgU0ScY1OH+AnRiKaZy/mJlLSka9sszdcrmha8U9brMw9pww8jPgScH8koXpUxKMPoyTqiCjHZppRKOy8kWCsaDLdVzbt0+Z3mbqREY+5VujdLUql9mTGp3rssqyqqUquducYMtLeNdC/ZDdZ7irkr6kmXxVFsbsZopCuaSxOKxaaiJYWixZ4I4nbVx1Y1I1gRqp96fXZkpivb1wJLdojRJ1uhhQuWibDj0AxKZW3nGLXJAkrI8B43cMuU9gXUtpnr5y+3dJ2o3f6h1cNSNuxure5a14I2ZV+eyh32MOfdPVpdYznvkPfTHH/72zd8vzN6pRLvbgxrLNUJrx9OfP3VI/f3I94n4nIhzhdyXGxTe4U0s81Xrs8f+fDd73h+90cSIxHHvCxcr1eW65llWVjWlTA+wjjY2ZyayXFt56JqjgQfASVrQlIEPzAMgEbQBU2RFNeWYZnzwjI/Q5rRtJFSJEQzPA7R4UhclytueiBvV7b5A8/nGcUqTuXi3XNh4PLhe9I2c3c8kVNknAaG6cAw3SPDhGyRYYiMx8yX928QP3C+RuZltfKGQjHY3eLUG29b+TY3+0JX/MZ24Cdr5xojkA7yC07qSeDSCYISPl5yLXpvmbLTX9d6bYKqbBi9VSFWrBqFPrQyEimisOlCfX5RVYPVGIvmYvwoxf8V1Fk/w09PHv18r0c5X7nZGnbns5QSai+l8afxCntrFRIpCfMzt/PJS80FV42STVXoA8X7y7g9VYdsqGaPiehVib84Tr3Ztp9ARrpFF+nt7eXhbgb2J6Qk+OwIpaKUqoY5cYxj4PF05O+/fsPdncfJSlxmtrPZBZxGvEaIK8t15vzxHe+++4Z/+c1v+P6b36Hi8eOJ6f4t13lj24SkI/hAJqDbhiZFhoAyWpi3CkhASazLih8OjCEwDkcGb8cMrPOF67YiLuACaIys14XBHyyPQyEmz7ZAkoR3EZdnPr7/FvVPrOuF6+Udlw/vLHDMDYgP+DBCjoh4gh8QLzw/vWdYBsZxZDpemY73JHWsYWKLKyfg7fTI0Q989Cc+ni87oy/zmfTlpt//lnJM343dAOXWeGjP2EHBRQo3wWEEIrIfCFUN7t7VIwD38HyjJ2mZ1Ohuu7J134MDe5Z2IyyFvSZoeVCL0bQGr7UGVFGN5WGF5HcPSlVHvMf/rdLMq1sqV44mndEk70pHja5sJketnLz3lde7bDy+iNv6tEhRVHT3NFhT9l3PgKqREfbd176r+1bq0/WN9a8XKghU50qnitDt6hcaS2Fgt8cM0IMd62E7Sq62WR+wJDAnwjAEjoeR1w8H7u4CjkjaZuJytYCoPBe0lJnXxId37/jw/gfev/vAh0vmmg92indayf5CdgPKBijOD+BsucUJzge2dSaliOaEkFnWhPgR50ecGwhhYiiJZesWyWrp2UPwpeqT9WXbMioOGUZyiizriiNCWrjOG4SF+Xrl8nTl/Hxt/TE7hBK8IzhP8o48Z4Yv/54w3ZEZWeaIk6tFNsaVuFoC2qjCEE68Ph1ATjxfl3Z6uFZhonWFexvTTh3SXKZ1RQs6LJLipqwhhnpbEV4pqeploWtMT13fqlaWqPeunU7IdDTUC44WUXpDaFXI7BzFVA5DGtWLYepPtT1lQ4diUbUt4EzMnR2qe+4nXJ+neijFY9GCkttYWi2FnsN2m+IWle/btZ+s25npISRt4916V25lds8E9o9vGU3b6Nr+fAkhmopA7cGNmrKzp9rvnTV1EEH2e4BWuLXDFO1r54TghHHwHKfA3WlgGBTdFnNHbit2UE8EjcSYOT+def/+Bz68f8/HpwtL9GycSKy4nAnrioyu6a7igsU+lHBscBadSdV/hZzspHUfTD0ZhgBYJGZM9dyMTE3priHjtWivBTVl0raBJjRvLGtE0sK6bCxLIiXY4oZz2dylOTL40KhqDMLxYWG684gbETLbuoFTlBVlQVHuEMaTMoyO++OJLQaWLRHTHhxVN339Xx9V2w6lekEMLXKyPVuooBrLq8FREqjb6baikk6uqBY1oRMut/aq7rMbQtdGgx0O6vrf3dp6WOiuDUQxo6Vl/2pBGjWb9CXK+mvX5yEK8WQ8uWZxthJu3UtvZuXWV9sk6k2lVfbn2lXb2m8y8Od56VsuDVv/2uM9UXQYr/W1n6LeR65tzdtpluKKsexlH3fm5kXIlkNNxVXNki7yoi+dqqI0Di9eGIPjMAWOxwHRlbheSetKTplQjE9pXblernz3pz/w3Xff8vx85nJdSW4guhOJA56NmC7IfAUSSAAC3jn8dELEkzZjONM4IDqgyYq3hDDg/UDwgXF0zNcLMUFWz+idFbNB0JyRHMnRwrcR0LyheSNtV+p0bVtCY2JZN2J2uHAgLQsxFmicE1E2M2hm5e50z+HVmbtXkRAGDtOB56fvgA3UwrbPT+9BlJwj00m5ux+IpxEuGykvJTu22o9sw1Q3amdushXpNtcNk6CS8i6wsipaPFK+rmd/gLFZMncb1A0FVrGoL0iyv6txqPaRvGhhJ9V6b/HelEzgpgoXREFOdpgUCuJw2bf9mtPKT70+U/XYVY3a4ZsCqjdcSm43VmWxt5pX4+L7RAjVDmE1LSz4pOp8t6pFLW9foeRLhNNnn+gn/32JQW75tYCWWDt9MZaXN6ulgN9UqKrvfsmwfuTKOTMNR7768pHXrw4cj8J2nombJSYNzuF0Y7le+OZff8fvf/cbvv3hA0ue2LJn2zzz5Zmn80cLknLw9l559XAAcYgLDMMBNwzgDrbRveM4viW4SIqRdd3YkhCGkWEYCMET40pMinMjwQWEzWJfstW1iIwch8GyR5fNKlallXm9Ijh8GBinA9frGS/CNE7McWZdN1LaTMD5QFwiUsLH3ekVGxOXOTIcVsbDiS+++Jrr5T3btuBSIsaN737/Gw733/Pw5he8Qni4+xrwZAKX64p3xuyzZnLqse++lr5blqy6o74q7ITm2qwHQlmavqlvprJ1Qklzu981D4fu+6RDk320kDQ7GjsD+NGrZz+0ceQciSmaGokixa7STgKTUnnOCal4roRMjH8jRqHdD1Di6e3HULXe3ql78nR16bz0adzogbJvst5HvTOIWo7/xzfdC3nfMY38o9/cMra+leo/h5Yg1hhBdZPtqGCXAqVdlSbBgAbtd47k2ri9d5ymkV//3RtePY4MQUkl1kCK9JK8kuPG9999yx+/eceffli5xntSVq7LynleOD/NfPhwISUrDOMZeHycGIJ5XbxsqAZEV5tLDyIZp5lYXKTDcE8YDuaWLL5750ZCKAFcqaAGFZwbOAwDOW8sS42t2FiXZ7Z1RpzHj1OLQDQvmXlVnJixMScrVJNyILgBYWCJyrplPn58R9rObNd3fPHFl0yHI2GYWJar1eTMifU68zH9ES+eO3GM4ZGH08iyRrbNUgydmOGuRwaurF8ffNVwQUMcfcCU3ZtqDQ+1AK1xGNndphSEqAXqa2tvZxBFeGkXYQyYUazCy44SVVtAXK12plSD/U66PTpugleE/VAut5cq1ErdP4rN/+z1mYxi31p9R+ss7Yhpx3a9NO8ZYoPobdR7W7vxx7WJhhqoVW0Dt33r9bcq16W2390ruo9C6rkhLy5pwTZ0763PUFyodSB9C501pOuP7Byj/a1ioe/TGHh8OPL4cGAcFNSIXCm+Jd3QtLBcznx4/57zZWHLnsvlwrv373j/fObpPHOdN5bFzpicgidw4BdfZbwrx/LlQJaMY7OakuIRL6QllrJ4wuF4xzQdy0axaEDvLebCOUoItUOcwzmHHwbW64ZKAEmoLsRtJqfNNlq0wC4Lg04W2JWjSW6FGDPXTYnq8Ckz5ERiYzzMxG3hehHOzx8A+OKrrxkGQx3bthGSktLGtq5cn9/hxhPTA0zja07TyFOqkZayC7LG6DFGUfpR1eEm4TtGUSlKFVxO1O2qpb6owk1RmBpWXo2WL0HATuy3dL8Hi90QYtd3CvPZT4xv+63U/mjn01TPBlBDwcW5xiDUFb+g+xvVzFQqKtM9JFZk9/NqncY6AP8JlKoF5u3//cTIJwwD2XMpXsr+PZ6iHuijfDLPlbXJiwfVnLs1QKsyn2aR3lcAwWL+aXH2NmZpz+z39uh2V8duhkMzHgoMg+fuOPL21ZFpEsi2aVPCIuziBY0X8nLh6f0PfHj/kXXNOBf44bvf8t//j/+Rb9898/GyoQjDdMKJZxoGND7wD79eCURkMGSSNDGGjIjHixWgXbZITuDcgYfHtwzB2QaMGyklxsGXOJCEknDel+K1VlA3qyOMJ3COlJ7JaSkAq6Sjq4dYArXyRtxWEEfKMG+Zp3NiVcF58CFxmA0zToMUJCSkJPjhxKvXrzgcJsK6MmbHJp6UNubLM7h/xYlwfDXw6v4N1zW28nT12IS96nep6lW9DT2Bd6QoWlfY4LxLGXUdA9GSm14ldTN+9JJpjxLtafCGlm9omt2VWZBPx6+aEGymwPLePZxcLeejfOmat62EkSNotpgnF/5GkZkK7eBd6BWI7oMbXcvgba2S/JKLNgtCxxBeXrd1bbW120+1dFy0daP1GEvfLVLAzl6MJuFqNFutjIQxvfiiwG+KpVKGlLMstADOGz53Qwkdr7hFFju6gMe7I29fnXjzegJdrRpVLEle+QLbM2l+5vr0gT/9/rdc18z3737gn37zG/7P/9f/G396v3CYXnGaHonbD6zv/oSIcDyeGMeJZV1ZQgIVwuBAHYz3DOOBwzSQ1pngjxwejxzv3/Dq9VtSWkhpZEiJuC14Mtu6sMWI+sA4nahoDecYT6/IaUHzhZysHobzDlVvCWv+SE6edc2W0bouZIXnOfL9+5l3z5kcFFwEBI/y7fsf+OXbB948PvD48Iqnq+OPf/yGGDd++ctfME4nYnrG4cgS2LYFuVxw7ls0Kw+/OPDq7sjzdWPZtrYCNyVXG330m7qnmv6rQhveUwrGmgojUkpBKGQTlNXT1y3zj171812VrnE+Sk042wO2bgVwbqil/m2oIgzGgFu6QKVF2WlPykSIOrz7G7lHVff4+u7DNpAbyFMHd4MoqitN9zvUUQNG6tkWdlU2cttuf15ip4bRMj4r76FTezpJYsk/0eI+SrJNbhtaWlnOxmQq7uvHnR3qdl/5LdaRG+TxyVRhBPuLN4989cUdD/cDPmS2VcnJ+ufIlstRqlVdrleerol3T1f+x9/8nv/Hf/3f8v37C//hf/m/xbuB+fKO73/3PcPdF8ScyJr59rvv+NMf/0h+c2IaR5JmXr2943g3MARh8hvueOQw3uHCRBhGPCZhxAleHCEc2ZYr+IEgA37wODeQyklTinA8jCzXhU21BA041utsEs8FsizEKCzLzHw9s5zfs8bM5RJZYuIaYV6vbPUckFIQ6I8/fODx7sDXbx/59//Vf8nT6PDhieCFL7/8CieppLaPJBms4ta6sszPhKc/8nD3K3I2b9S6baV8fx+yvQshERMmNSDppTJZ6cg5qxWqLuDQ4vnIBSHsxxz0Ze5qKYE+XbzW4TA6LaEGJXEN2emmUX1Dq/qCZezJ8A2tuj3nRQrT2d2v2pCxlr781OszDynORToXWN+gVvnJFVrXcXUGwN4n9WNDfYG/mtGzhbM2s9ENc5KW7LPDvqbrSWU3FT7ebngtfWpMpb5yxzoUwdm8O00H/RFVp+//3oey6FIL4TorYff2xN0pEIKarptSmx5BLQcjJ9Z15vnpIx/PV/71mz/y+z/+iT9995EhDPzqV79A3ZEPH+5Yzu8hDGzrTFzPzPMHrteZyxTs9GqAHBlcJJAhbqjzjNOxBFm5G8LRgq4sLMEXu4RtDbM7lDT6tHXCQBgnC8Fe180CulhZlsy8LMzzleePMzEp51W5bpk5ZpaU7MCgbn3OcybGRIyRV6cTSCY4U50eH05Q1MGcHCKWeKbqSDGxXD4SpgcO/kSePDFCLdZjS7QLql5ZcC8WdA8btGW1codVnc4tx+SGATUoqU0t6N/ZmETpQHOYdD3Sm7dDrarV97f7srtTqYdN7VrQjv9bP6u35EfI989dn80onNYKJl08fe/5gGZZvQ1tftEWdCpHZ2CsTxUvya3MrpV/CmfMehMWjZaw3NJ2K9HfqykFhqjTwsiEdvJSgSLNk2vNNNeYvaL9cjOO/jvp/1PadeII3nEYB754c8/rV0ecxGLgS2iMHSTOUDwR1/nMu/ff8/37d/zmt7/lD3/6lvMceXX/wOM9JD8Securr/8dKV0sDfysXK7fk2JmWTbMVekY3cokMz5DXBdkPBAOHl+iNi3SNlldSAUhlSpZVnpfxJFLuLWIxSms87Wcw2l68uF4R4orW0xs88ISI+fLyrJsXOeFd08bOQuXBOeYuW6x0Y4XZ2eciDGhNSrfvLtwF/7AYXIMLhFc4vz6nnG0YwLjlnDj0apmiSNn2OaZ7fqe4ei5m+6YF88S477J2NPO63/2xIM90L9+o2XD7QJF2CvCd1molDBwsb/dn2MSOx9p9C3QGfEr2u7+6oTI7ly0vKYdLXTM70aQ7UziFlH9jRCFuTu3NrBWO+Lmfb00b1qDPd4X3CxZHSat6wlVXStuz/GoC1lVhArtVLVkO2pbcNFdCvQTZZNqHzjnjbDV5IgqpTQbJb+VVhhXVHHiSrm2tPezHKunP2JIVWhwsx4AAzCOgfvTgbdvTgjWVj0xPacFcIha4RfRhfn6xLsfvuU3v/0N/93/6/f8N//9b3j3dOV0OvHll3/Pf/pv/u/IFHCHI4+v/47r88p2/oikjzwcRw7TA6iwbQmRC2+OJ3RZOc8Dazrx+ItXKAO4ETccAIh5wXmbi7hdcT5YKTxnGaXeT0iJ1kzbagbNtJmBTAJZlcNxwntDHt/9/nueLhaZua3GJL47wzUltlwNlyckeHzwjIMnLWdEE1vMXFb4/bsrr779gEVvbrx/PPL2izdG+Hljft4YxwE5PqLDCAxcnp84EhiOwpuHB759/9w2xo9J0grzfwwk3lx10+uOO524dkp4O6ZC7Ni+Spo1EKrG+tQ6ljWS2dyVXci51nTyjp5vKMxSHGqcZUXNe4T0Hj29o37YCfXlvv3L1+fZKErgUzvghCKN6+8CrUAo3T21Yw0hWDapUiy1UjI+qz+5zkWx5tbJLOfhAqmoQZE9W87aFWeZfXteRYV/xVJcXVkFyqXsbow9VvFYq6OpwFtPDTHOmokN+1FtWw1mVitzbyhSVU6Hia/ePvD2zYnDQUjLlQYzlWJo3Sxde31G4sy7b3/PP//Tf+L/+d/+M//xdwkJXzCM77len1iXC8fTwPL0ket330D4PTlnlusVTZm7uwd+/Q+/gnzFs3F3cASnLGnCT2+4f/t33D9+wTgc8IOFdasmvPekGIkpoUyMox1s7IshLyUlbYriGccJFxfWxU5Xm46PXLaFZZ2BwN39PV984bguP7BxRklE9fgArp26BfePv2ScRkJhFk9P38P1B5xLuMnztCS+efdcaiisvL4/cXc3MQyjpcu7kXXdyPpkuS4PgmNkm8+Ic9w9HFlOB87XhTUmi6RtcS09arWN1guonRi734rKoIB4K7jrKk3duFHK2kptbv+iTyarhKTNQNbw821DNJHZdpDsXzXhqPUeca32y6fXT2KL7frMwjVWPKNpUmo6EUXS26a3JADrQr7pSl/rsEvTsQ7XY7IKs6gGmLogWot0WJ6steB6b4lQszydc5aEBc14tDOyglCKuuScTeuOWzrO2xs6q6FLWo0v609lfkWiWNFgG7t3lux0OAx8+eaeV48ThxHydiHHDXwAxOpJ5ghpg7QgaSGuF7750x/507fvOS8TX339Jcd5ZXp/4v27b7lcrmi8GrPMliqeUsKrYzo+8Hdf/z1vXt8jGvBsnEbFhSOH6Q3j6Q2n+zccjnctmEqca+eOZhUkC2H0kLXEUQj18CCCFbPJORPXDS+Z7AS8w4WBmL1tWDKv7gbOrx5MVUE55sglrpZiL2KxLPmKE2fZjLoR40ZQS4P2wEeF6xp5nleeLwNP55n5erHN4EarpjV4VDPbthLWmYAQtwW3BNL4xN30QEpGuzEp3hVRVuRcrsVqCxNwzlcS6MK898tAqGWf2jkaBd73N3RysheZdc9UtbtXwRvtQTnwqSrjdfNkasZVT3dGpjtz24+sLKpI/bw3tL8wtv+l6zPrURij2AduBTpaAJKUsk1lw+7dFm5KeZW5qtceel2fqA5wqFW193mXdl+rXNQXgBFpFZ5pTKJOWGPt7S37hGtXPbucNalWZGcHbza2dghyGYe0LlTK2g8KrofzfPn2xDgoogvr9RnFF8YmBuOjMQmXZsgL1/NHfnj3xHUW7l/9Hf/wy/+CH94/cTqcCG7gm29+x9PlzBgcg3doSjh1TId7Xr1+y6//7u+4P1nORpDIMWT8+IbT41dMpwemg7lQfRgbgzX/OsWbY8zBqiaZumeZpsWY6SBudliQF8jeztgQZyHjaTU7xd1RefPqRNJMTInBbzytCYnJmKwqcXsibYrIWCqDX/Hk/UR4YEuJ6xo5XzeeLgvXeSYExzB4HEIYD8RttQpc6wzOF3TpWMNHjg8Tp2kAHJdy1mm1g6txihIvUwWidhK9t1vITrwCUqJ2pR5b2BkyX7CHRh4mLPUG/dfd0QK1Kk2izWZWC+y6sjf2lDVu39HEHt2//9Ouz2QU3SYtf0opiAGFizUDDtzUcdDK1+wny233peeGVB3jNlrCtLgaT++s+1KrCIF0Sf75BrM0TeZmKEKJ99dcXNfF5anFot8ZJyvx7GzmNmimBbYgHKeJu9PEw539PD4MiEuk5Uycz2zzFX+4N7UKiOtKnM+4vKI6I+mJ3//udyRe82/+8R/4D69/gQvCb//0A396c8erV3fc3R/4/R9/y+V84fm64VX4xVe/5Jdffskvv3zF3391wDvl7jgyDicGHzg8/ILj6UgYDoQwEEIgBF8roaDeEYJlsZoxjrYOWTPLainhaGZdletzJKvHyYbTiG5X4jpzPB3wHq7PieenD9zfvWZLR2KMDKxcNuW8wdNslZi26zNP67kUlYW0KYwWobtF68caM8/XjeBmPj5duc7K4QAhRObLe6bTa8Rb0eBtW7EKxyWoThwhBB7vvuTucODdc+DjeWlVs3MljHJAtIgBW3GhMMmSO5HLYcmNVnYBId7KBZDzzgioasAeMr0nLu4bvNZlqwdU7zKnSn/anoJqXN3RUCXoXA8qqvutwfHKZLQ9oJ9Q8F++PotReMn47sSf5mGuBpQSqaZFomaVfWOJYOVpOlWFqm7UJqv0d02StxqCNz0xi4FNjqf6grLVb2ZvqRo+q7rRcWv21G9z5OwoYT87u46yShApELycPK5gZ10JQTwheMYQmKaB093E/d3A3UnQfCFenlkvz2zLTFZh9AccloOQtivL5ZkxZHK+MD/9wHV1fP2rX+P8kSzCdVO+fnvkLqy8GWcex7d8+frA9bKQc+L14yN//3dfoNszPs8cQuTh7oGHuxOH48RwOHE8vsYFK3wbwtgk4+7aE4SA84JqRHICsVPDRDNjAHWJuK0EFzkeD4yTJ6WJdT3ihwPrZhLdCbgwEtMj4hwP9yd8GHn33Td89fqOTCD4kfP1yrpdcSnj8l7R6bJapugSlYzjMHqc88yL8pt//YavvzxxHGEcH0GvzBct6fFmnLUzU1dyNhdrxpOz43C65+/e3jONBz6eV5YtIdmQsR10pOaqHm6ry1vHquVqn69eWchZuwBeQ5a9Ct3TZX222hByUSEakm4vzU3KKYKm3iZX0B0l7SFTKsuVZrRqJjvaqQJTs50V+1Ovz7RRlLpWL3yzlI5VLmWTZvUGasBHuaVB+BsE0bPMItW1cEdPFwnRYF31tnQMS2qlwMqf93do9yPlMQFyLY5T+rDDuzreIml1Rws4Z4Ql1Uq9G2ilxEncn0Yejp5pUERX0naxQKOrJXupBNy44Z3p1etyJm4zHiWvFy4f3yG64mQF8Wh2xTW9chiE149HcjrxcPTkdI/3gTdvXiHOMT8vaMyc7h55eHzD3WliHAfCdORw94D3Yzl53LIOrd+l/843dSunjOqKYbOdoHKbD8c4OeKmoIlxCDg5sT2+4nIO4AaQoagimeAcRwLPw4GwXbmbPOl+5H6CD2e4ritbLKetq+5oThx3w8D9YWQKgSDC+brx/bsnHu4n7u5GxI+kaEzB+cRw8ORUhIRmO4Xs6ftm4BYyj8c7gvNcV8dlTixrJqkjy352Rq6iu+306posAoZdhZCO/tt89a7IbMim20z2c1N13tDMfq5v/cb+cihWRK6qLaX0njis/N4tRthV/V0I2olltXt/I0ZhL89tp/Wmv92QU0NZtS1MPeuxU+ZpUY1l4LWwxq5X1amq7VP0s0K4zQ3aBauW0OodOHzKKCpH2+uWyO7irLCuN0p16taeBbpH2lmMhMH1wxg4HQce7gaOEwSJaFxIy5n18sQ6L5aAJQPhGBFvLte4LmYYjBvb9Znzh++Ja8aPZxufHC3vAWUMDjlNaDzycAh4NzBMEw8PdzydZwZOiB549eZL7u7vmabAEIxRDNPRYiYEk5qipW5GZcClEHGRQCknar4uhTkUezZefPEeKD4nRBx+GHnIr6w61jgThhkfPCnOgMN5mI53zNcrx1HMlpEc3gkfzo7zvLBsteKWVWGagufV3YG748Q0BLwTPj5nni8Lz+czy3LgcAwWy5EiLkd8CJYdm6D65Ndla4WC0czD4Lk/HBiC5b14URYRthL8hcjtRpJ6ZseO9/eyzbsQ2w2P1G/qL2VP0OBFQ8w1BqMIH1e/LNyoj4UW4ZaOtbKmfOMseJnHsq+yNm/+345R1PDPKmmpBr8+DLpAJy1W8lKJuLqd6tFnLZS7Qf4Kg7tNSc8oilWawiwqty/P1IrOVd82gFZrWexWZaXq3oUjN2Z3O2l78JQUOOe4BZplsZ1jGgfe3B94uJ94uJ84HgTR1QrKLhfWyweWyxPbupBiJhOYHr8sZ27aieO4wBbPXC7vef/uD1yujiwjh4cD090bxtLnbVsJ24J/uCcmNXvDMOKccrpzvHn9wGE6cP/whtPB3LRhmJiOD2aPqNQjgYAjrXM79zPGCARSzhamnTaEhIjHeU8YJ9Pr1SRZSuCSEGQo+rsVvjncPbDMpbjvfGG+fCSlxBYT6wbPH7/nqDAOnk2totfjceDj88h3Hy8oicE7huCYguft63vujrapnRMOk1UQP5+vfPzwgXGYUBU7lDkCqgynNyZRs63V5WoFbdI2Y8ggcffqLfeHIw/HwHke+P7jwmVemdnIVJVXSyzNLnag4KwC528DtKDK8nrGZ4X7Rru9iXQHFv1xPvsOF+oJZ/ZVEbzZQglcYYJJ7YyOlC20vuZ+OFc8SaU/dYvUHn6OmfMzy/X3ksftTCJbZe16nqjFEWBHkle3QH8GYrPClNyRLkikhKWUAdUIwU7qdb2xcetNLU4tNpI+DLvmqFCfKKc9N72xpFTTmEMNzxVwid3S4iwQTGCQAe+EMXhePxx5vB8ZRyEEy9PI65m4PLPNzyzn9yznDyUzVFkSPPJfknMs8N/sNNvlA/PTR9bZIf4LRAKkC3n9juHwlmm6IwwnUrYCMpIyw2C2kZQix8OR+7s7TscDhymg28pwuGM83jMd78EFRLQwpyvLMrf8EtXEFhdyKkywEKUXxzBN+HFCCXZkQLZowGEceAiPbFti26IZEdcLwSVkdHgJBDexza54SBKv377l+z/dkcIzkNiyVS17dXfgl18kfvHxwNN8ZXCe4D3DMHC6P3F/GBmC4Fzm8U7QvCGa+fDumYfTvVVxUgDHqhk3HhAd2/kg27pwPT/x/PyBmCJxfoMiHE4bYTxyDANvHgbC4OEcuCzrTi/ShWgVxGli6FOarIX2s+it3QGHqJAl7965Vi/ihZCqTKJrvX0kJTERD7nENOUEkjErXRG+aoWmhFIvUz6v/sTL6zMRhZZw5t1nXFUCG1AtjEGzCNumlIIAXZPsNg1mNtw5syEAKaczV1uEVu4nBe41b0o99s2eN66/25gNSdQcCmNI0sVp7CjxNry19bHVnVCTBGL+9eA8h9EzDoEpeO7uRoYBnCRIkZSu6DaTtpW0LWzzMzmtrMvMtiWi3FkIcS6nNYkVe4jLAuo4PX5NOP0CHwKqkTg/M4wPDINDsqKbErwnaclgRBAZOByOTIcDw+DRvBKmA+PhyDgdcMECpuI6WzbouoIEMqupPOtslaq2zfiEc4RhRIaAywmXMy443DCxLTNp3ch5MaYqHucdg5vQFO0QomRCxDlhGAdiGsl5xQ/w6tVrLs+JZX3GaS6hN4ofhS/f3HGcB7y3qtzDOHI4HQkCQkTzwhjEUj3iyvUceXr6wOn+oSDLhANSXEuVKbN5zfOV6/MT3gtoJHztCecBgAOOJCtDmLifPF4CzplLtpU0fAHTO2WgoWFHp1qoKynp2m6WTudVKBv8ZVu79+Nm61FryXfvd7vqrRR7Xq5FcHYU047VKHun7s+X7/hL12eWwtNWbbu9onHM3WjZ+3Pawa5ogWu0eAWRnUnQbc7aZtaqAmg/m1SHE9IPuCwSNXGrqg2lSxUiVrdrz9B6JtGNt0FDQJy2k5y8gyF4pmKXGAaHl4hoRHQjx8UCoOJafjZSXFjnM/MaYZwsbqKqZE7QvFiJMjdyfHzFeHxtdovtWtLPZyTUsZXCtC437BqGgePxyOCFGh4+HE4M4wE/DMaLts1O6oqRrIL3AdWVlLOVUotbKY+miPeEYbB4hGaEE1wIuKTEqCzrQopXg7g+WGVt76nHBeUsaE5l01uVbdGNh8cHcr6S4kzStZR1sOjPYQyI2OE/3g8Mw8B0HE1hTUraAI1kNmJeWePC+ek902FC8WbcA3LcyG4ALfkf68oyz2iyALWHh7cM44R3gxl4vWdwwiADMgZidlyWev7IiwJHu5miEmT7vFVl54Zk2x894ym2+4be6nbad9SLVxaVvkVI1Jgg54pCL0W1qSXw6t4zu6IhmdLyp7zoL16fxyiq66cbwa5jFZel7F4AZbcgKxQIVyCi5rIJq0TcDTRVJdFcD3Ytr+zCxXevSV/ot6KHMplitRgqU9nb151B/Mg47S22HBYxSLNGN2LQ4gEQO35P2HC6QVrJ29rQhOnEEJdnrpePXObMeP/Aej0zyallZcbtjOaMH44cTl8j4qxSFBYItC0fIQarJqWWe6Feildh4HQ6cTpOSLpYiroEDsd7wjjhvANNbNczy3VGxTMcTggWkZhRqLkJZYzOCcMwMo4HfBjKuSCKD57J34MbucyJp6cP5HTBe+FwOHJ39xrxwUqvIaQYcaL44HDJkZczD6/vyWm2kn/LhcsaS8XvgKgyeMF7xYeMd5ngImPwaBK2rGzxGXQlx5m4rXx8v3K6P+HCBHhSTgxxw7sNHMScLVZlTWzLzHp94tXbXzBMxxKZGhiO97As+CExhJHHY0DVMa+ZzU4XavTRgwu92dVCHxGJQm/83PeRFltCLraEW5vcriTvpK1CszXfKiVFWDhT4QZX8IpqKdefW9ervaWi+MZQfsL1me5Rb2Xfcd0oqksSqm94P6jElc1e7BHNrWPfScsG7Qav6ZMNXEHHbQUhecG9LUPDGMSO56rK0tqhW9wfrScB1R5BUTyCd9xNgcPkOE4e7w1RBO+sPqVeyWkmbwtptfDr+fqBuFyt3H7eWOYry7yxriDbwjo/E4ZAGEecF+J6YRjuEH9HOH1BONwzP/9A1o+EvLHOV9K2taP81J8QNzId7piO9xwnxzgq2zUBntPjV4zHIwrEbSNukeRGhvsjWZWYVp4+vmNdVrPyZ1AdwIH3hhzEO5TN/O2SCYPDBxjCyOF0x+nVW/AjP3zzB+b5wrotiFyw2ozCui2YephxXjhMgcsiBNl4fHzEiedy/kDIlkFKzqgkS22XjPeZMXhIhoI0rqT1StqeLes2bUiOrOvK+++/4Xh6ZBjvAGGbLuYlcwNZhcv1yho3O/tD4cO777l7eMU4WjxJRoyppogLG8N4x8NxYAzmQr1e400avNFRxwRU9gN+0BcJkLsQNENwIqVEKmq592YsprinW5vS0Wf5qDUrnW2j0LOT/X0KqPOwCU5qCb/aVk0m+xupHjiHii/IofSxbLjd81nDowwiW3h3tQD/2FUsslqiJNun5ZUCfby3FH1B+zu1LF/Jw6huqzZv1aaiVTvsp6ge4tKFlzezjxloY0rMmyLiGbxwGJTJbXgybJFtubCtFpUYlyvrema+PJt6oZkQgtkn4sIWlfXDd1yfPzAd7whDQLcZGPCHI86fEGeniIv3uDDAOpDlQNqeSXkzo3EW/BgYguNYmFha3wEQpiPH+wc7PBiP4iFMbMvGhw/PXGc7YvBy3axQrTpSdqxzDcKxHJjDMJPzCmL2H+cE74Xj6Y7T6Z6HV694+4u3PLy6Y1tWtmVF0xVzPZiqul6fYDPIn7ZIFs88Lzg/cbi749WbL0k//Knku5iaYhstk7bIysJhGlGNxYYyg0YTC84h3s4e2ZaZECwk3fmBbbtaTUjv2ZIZW814mzhMEzlGtnVhXS4lzciOWQzDgSDOivM6IbjAcfSgwhJLpm8peJQq/TexQomL2Kmp0mCHR+xzJzg1qGpHbgovbaYVCuS+LVdV7IqU9YYJVLWb4mX0DlIuJ8NHY1DO2+E/8mf35KfXZ5bCcy2DtP9U90qYTe2oBh35ZPT7U/0U7iBAGrRvTXU2iHYQrO7xEs1mAV1MRH/ZwtbzTevytQoDIg2uVUBSmdNNVJ1A8MrgI07XcpL4yno9sy5XtnVmW65s64XlejbVxTlCyKVe5MxyjSzbhfnyTIwbox4smCocEXdC/AEXRlNpnLc0bz/hQkS2S2F6ibReGKY7y3cInsErSzJCHw8nnHdsMYELJIR5Xnn//iPPzzPXJbJsmcuiLJulc69b4nqx07YoatbgzVtRM3uFbDU1DmdOpyfuH5/55S/ecjcdGA4HDscjcfakbcF5Q4s5bqXQjZ3DEUJgWYrz2sHp/oHnpx9YtMLhapTOFj0YM8llO9MkFRtKQR+ixiycCJrUUIZGxE3lMGVz98ZtY12tmI7khIZQEtoWtuVq6dohlApWHvGBTDIJ78zD573gcwkGrAGBWhMFLBDKvVBnFe1qotAMm+Is6c5LPezYdTS874tKxq2JPgGz0ToNIuvNzV0kUmEU1RXv1TfvzE+9Pj8prISE1E5UBpaVEjhya9SsEe5SJX9DBGVjFsbgXPF6VJgltLZ2n28fxNVYzJ7T3+bNos9cXbRmwOy4T7Gn7GCywsMSZl5tL14IXpgGx2GA4xgZZCYv5tXYloX1emZZZtZ1YVsWtu1K3FYz8LlALtWn43rlej7zfE5crs92AlhWRBxhvCPriLgJPxwNZcVy1udwwOdM3iYyZpTc1ifuBYYgDIPgJeFkYDrcM57uSDGSOCDhyLKsfPP9O77507ek7InZMyfH8yVxvsxcrzPX65Xz+QxIqbztEVHStrBHH0bG6UDwF3x4jwvf8Hfffs+vfvGWr754zZdvXzE+nNgWTxgCg/ekdWa5DqxFbRynUE4zT6gm7u7uTMInSxpzZMSXUGU1xr7OF5wTcjm7wtBzsXF5x+AnYtpaZWwRT07Zkth0ZVujrc264jQSPZBfEdeF5fpMTjNhMONpdp7kAzAUpplBzIXtXRFQWL6LSD1/hiYob34vH3RhiU01cN05udr2VVV26zbQnajZ1fY+A1oKvfdeyJ2aS2/sNKQSt7PiZCS7zGcAis+tmVmFdeWk9U2Ve1UJ3Xpa/jZLOE5LOmYuvmDLnWh6RmnOApyawkfd5M2rUbwPuegY7i8aZfqla60BqUC73CXqSLvHyZ5V+nhwvLm7cvIzbn1ifr+Wk7ZW1m1mvV5ZNjtoxuJKLLowA8kJ3oOKZ91W5suZeXZcrxe2uIEIYTyxXs4QjrjhSAiBbXkib+di0ATNkTCecGHEh80SrIJnDMLgM3m9cvfqLePR7rmugjs98O7de3744Qe+/fZbMp6nxfH+aeGb7594/+4HluePphatV+brmRDsECDnA8t1IZXS+4jghpFXr7/gcLCw8PEw8v/+T3/iX37/LY93I7/44oF/92//kce7E8EH/CHw+s098BU+eJ4/vuPju2/MhpEhi+dw98j9/SOaNuYSu+AUUrqQc0K8NyOqM1fw4Efw9WDj4m0JnlgQWlxnhqMRRtpWNiKXOTIvV5Z1xpEtxiSvrOsFJLJtlkdiFBnxPkIY8ViBo5SVLSsxleCmaquodstuc/Z7BUrx3I5rCBWlGt17w2vUIAD6dqRvcSfnXGwbdn5MDUQE0apGy82z3gXzPjpFQ8Z5j/dSyhz+tOuzGEVK0aoZUbnaDs+t6IZ08KgOuXS4pCzjnGXZ1ZhINS66c+PabgmS0vpPCTcuk2yT7fjEo3GLzvZ+aOlbd1/LLszdR2rZhILDBcf9JDwOH3HrzJKtSnZakx1Os11Y5yfm5yeWTYmpWLKdVaqyU75Hgr9DgS1G5nVF5UBclyI1DTJv2TH4YIfveI/KDo+XdWHbMtN0QOMF8kLwFmvgnRAc6DBwuDsREyxLIg+PPH0886//+q+8//DEnDx/erfwzXcf+PjxiaePH3j//TcQV1QjmiLz1fR1V4xrOSnzPBvjU1Mxv/3TvzAdj9zdP/D2i6949eYt4gfePV34+PEDToR/+PXX3E1WB8Nr5u7VG3CeGJWP778vaoEZLnOcuXt8zXz5yDLb4TqpGCpVE1GTQXW1kG/vAooSDlPJfjXVzA9H0jabYbYE8aS0EnNmvSa2LbFuieDKybkirPOZFBdLxR8OIIGYMjltHARk+grEVAR1iayOnExaikLKe1xvo/SGAEpIdd7LKILipVgXGio2T5226jYvSzTUJ7stVei0Um2uElPs0E1Eiier2P2Cw8uICwGfBxS1imXxtqrcX7o+MzLTdMWCd8pndUgVMvUh0U1LamOscKhma768s56l0G1dGvvoGQLVJ7wDNu361feabmH2AmNadMyeu1TkYuHDdxM8HhNeMpodKQ9GLGrW8xQTcctmoFwjMVl4u9VzvLIpyLrhw8iyLqzrSowJ8Y4UtwK/1WIahiN+mGyDljMxMt6iKV1mmCaQxZBKyoQwMZ0eCcNgtpPDHSlnljUTVXCj4/2Hd3x8vvJ0iZw3x29//0d++O57Lucn1uuF6/mjVQrDoGlOkVjrTzg7c3VZrtaXnOykLE0Ml5HrxapspRR5fPVI8AJx4be/+WeOx4Ht/sggkVES4zQRwsDx7oHpcMf1+V0JhFO25WoH+0wT/uKJywU7ADhR3euDK/EOxWaT81psN5Yt6sPE0QdW78l5MwVWHDFtxDWyRWVbzZjnQ6WhSNwSMQqbeMJ0xOS7KQEhODwDDA+ov0PwhFKf1QuUw/tu44AakdUNrHvcBHuQn6olJAq1YM5Op5WQC8soIrOoHWqu0L2kQS9cOx5S8bMW+YgFvqlzoIOpIp95fSajsCQhqfpT+dTqKmjT+YFOjShbMddMzUxN7ipDaJzY1c3aWi6jrYbFvi9S7zQ8siORTutp95q7rgabaIdW+mSePcJTOAxwf4C7aYPoyHIw6JZX4FLK/UPWQNSRLWViUnCOgxtZoxWUjeoJ04HL+cKybqQMIbiiU6cyQiGMR4P8IqR1NtuAOvCTeTdcYL1cLKlMPYfDPaf7V4TBxj8c7jk/X5hXJYojbIkfvv+O5+vK0zXx7ftnfvvP/4nz++/Z1qsV79VSDcwWiJoIhoJkY64pm5qTYmRLqx3lt87M85nr8wfStpHWrzkeD3gS//L0Da/fPLAtjxyCMjrl4f7IEAaOxxN396+4nt/ZnGtmW2bGhwfG6cAwHrhePuJchyZRvB+NkTqzm5BSOSLPgwy4MBKclTZIabXyAc6zrquFlyfPskbLX/FFTOSt5ShpFvzwZCUUAVTxkpkAOSRkFPAngphRM5UdnxViLvFFJaO4UrCqklIt4Q8i1bBZ3l/lqu40WyMpd9d8F++jCXLGlf3mapEopWUhtf2hfU2LZhYx5iOu9e8TmfoXrs8zZuZkdQvLMHDuljnQczmzA6juk2GsIbe4C9ve1Znp9/DsjjcK5fCd9lYpeSM7eGgRbt1C1P/Wz/cMXzFbgu4uWy3RUzXmYvDC4DKOxLpsHIZAIKOyEdOVqBeT7EVipKRsUc3Xr0qaHOv1I5fLwhI94uHD+wsxjvjgSm3LGcTjw0SKcyEEC2nP24qmlbieUQUvgbw9sywJ5MDh4YG3X3zN8TjixSI7wTMviSXBklaePvwr//qn73h3znz3w0f++Z/+iX/9zX/Hen0u3gA4HO8YxztUpdRvsMQii7QsJQ/FWcBXXol5MdUsl2rdeeVffvc/8OH7P/Dq4YG3b1/jBH77z//M+e0rXj2eODjY1oPVxZgOPL79Jc9P71jmC3HbjDGhHE/3dobJ8webg2z1UC3OYCQMk23EvCFuQiQYg5hGhukEJAYnhBxAIzKO6DwTNRPzwLJuJadHICfW+YofQrGfec7PCym+Z7nOLKcTmh7JaWM6XQmnZ/LpH4kqpGxFnpPaUQbVXVqFp3nlLLXdilHLTreFptvfoviW1lBVEmk02aKHkzG5um6jjoRhwAdHkBrYWAVst/vLrxkMwWsJsCs1LXL6G6ke5mKxQqo43x0l6PZNWXrYp7C6Cn8orq/ijtRc/BnV1Vl9kVKzNRKOvViI1MYwhFAyRfZZKe/fU8DLonTe3JtKP5WJiOBKdSw79dmzJbgskPxgYcp5gTjbhv3wOy4f33G5nDmfZz6cV5bNjJKn+3t8+oHl/I5lVuYYuP7rmes1goyEIfDxw3tS8XCI88T1ShitrmRKiXVb2baVFq/iMnldORyP+HBgOpx4eLxDtydkPBKGIxlhjRvn68b788Zv//SRf/qPv+HdhzPv33/g2z/9ge3ygXVdTZXQzLLOnI4L43DEh8nqUGjxuWdDjts6s21Xts1OC6PYYLz3DMGC757Oz6zLheX8A7/4+u/5/ocLcUusl3e8eThC8sT5yN3pnuPdK073j+TCCD2RbRaGIXD3eMf9+Z7leiFrKYCrDi9Gaz54nAzGSNXOQtGUywZ1+PGAo3hAikE8ZWFeE5d54zDYZonbhes1ce9f4cNIFk8ikxS2pMgSeeJSUv8zhxgJCnL4R1QPRHXmVcmGjhvy7aSXA4YS7UqHGroaCEXoVbrcyZh9G1i+TN1TYiqE8+xqt/Y0XfZpUy06CVpvVyUVAfnyRLy/dH0eonhhYdFccjkadO8kdP+QUqRebUP2Ta+37SpF02inQRcvxwt7x94Pw1fVxVlVkhYe3ve3HKSyP1p0zMZYijdFMcmRQb2Q1RnDElfsn2rBP+vMcr1wvUZUJg7BcXccyOt3xsi2jXVeWGNkjooPx+anH6c7xDnTUfGE8WQMLmWTcm7EuZXq2vXhwDiemA4nDscDPiRSlFamNGZhjcLznHn/NPPh/Xt++P4d795/4OnpI8v12WwyumfbqmZiXK0cvw/tszr9MUZz9caVlKO5S1WRVonKCvWgFpR2vibO54/44YDGgTzDIfwCL8GMkSqM44FhKO5XhJwyS5o5nA54L0yHE/PlubiNjYHbOacBsBJ9Ks5sFMEK5GhRxrXQVHATyzJbUczsWJbIum2WTIYZlVMUNEeyJmJZ52W+ksspaN45ljW0c1bH6YwL3+HCK7w7ksWRshKTeUVuikXpHhXRXPQ/tpc6taQGUe1fSWMWqIUi+nKfVE+haqn8oD+y7zq43X/S7SXXS9C/cn12ZCbl7M16LqIZmIuykXf40w7iaVcbdfm+DrazKVTbxwt1oepvN0PWosUVdePHFuOld2lPpimtFibR6rUUZpNLYI0tVk0LDqBjMS5a9eyccjGIZYbDwDSNnA6e9f0VVWfoYD5zXRJzguloacwijmE6lsNkFZwZ5FSTGRG9xU5I0aU1Z8bpxHR6xeF4ZDoEcnyye4tPPWYhEpijcJ4Tz89PnJ+fOT9/5Hp5NjfnC+uNiJCyBTKlNBgTKYhRsaK/W1yJaSup5VJcm9ryFbwYXWjOLDFyuXxkCCPEEd0GvvgiW/r9lhn8ZgFOzhPCUJLSFlKKxG3DeTgcjnx0HjQhUsObnQVDlYpg4rAjBsKAKxXBUbMTZIEQpmJENKQ7L1tRC4Mhipggl8zjFFlTRlRIcbECvTm2cGgtJ5JNgzJKJEwzbnhDcq8a/dXjAH9c5ZduHxhNtdqyrXpStZ/dbpWWjt7Qbt07xdv3gjnVvXJL7fuyVxvdngn9YoP8hevzamZ6bzUJwQxJ2kU3QtHJrGdedim/s0aooWr1yep1aIkrhWPcIAEqt+xRRYV0NVKTyqAtUg+rvtTyHsUaF+8QfCmC2gXLFGChWsLKxNyOY3C4auATj4RDsZHkUiwkkxI8Hu85TAcc0c7RTFtJMb9ynTfmRRA5oFg4t3NWMt6gpEPVDtP13jNOBwRYyeQoiCuBSccJFwQ0EWMhGBnADcQE/nCHHxV1T1wuT7Y5amCSMyNW0lz88BC8Z4tbMdqb7cZcZxahmKLZEFK2sYYQGJ1jI2Iox0LMNStZrMZlnC+k6YkUXhHlgSV7ZDjhxoB6x/nyzPFoByWPxxNbymZwXFcrBnx/z6s3v+DyfCHlzBCM3oZxwg8HC7XeZlA7T1RcyWhViKtl2vp7Z0chhIHEyvN5LuE7ZouKcTOEqEpKmXU1b06OSs4X9MM77u8+cppGDtPI5TByfT/w8OCZ7l/j779me/hfMef7cjBUpnckVETQjq1QbQdKUTd/qXROMfDXZC0nIOWsGe+tvoVVExey+pt3VOTsavHfuofqdqx7qLdo9vvZ/fTt/1mMIoSRIYzUaDJFipFELYoNAxxOtJzT2J9jtPcZ9pCtG7ikSoufsKHQ1+ERtBx3p+3HgkZ6Dl0K1zSOvOtydXqlVO7Gmd2l5fa0iVaiwqYOdQFls+CotCLxiiwfcFlw4UQ4jjyMjtPDPWHwbGnBOVjmJ66XC9fLxvPzhcTIGBM+ZXIO+HBANZrvf7PYlJw2UtxK3YqI855pOFndi9ORuF5Zr+ZWHcaJw3QijAfUedK88Pz0sZzIFfnh3YUfvv+mtLWxbQvrZmd/pGSzn+YZzUoYBOc3k4qJkk8QSXktLtyisqSMOlNdRAxRSUluSqV2w7wpCYeEiTDescWVlFZEzCCZUyJFQ07jNBG3xWxUGURM5//iF18zTBfmeSVpwntT9SAThskSw+JsNTDGkcEL4XBvcSvbSpyt9J66QCRwuZzxwegwZyVlIRY0SBDCMJUDhCycPcUE6cI2bszjzDwFttmzXOH09J7j/Q+MW4KH/w1RD6QcaJnSGIaotVGA5tbvRWTdssayXQmeSjhVnBTvRoLewLa7+Nk3fntpOV4B3dX8sqfa0YHtWAt7PPxYQNefuT4ze7RpHs28qGqS2+o9uHZPH3Gp0M7JMHuC4bXKbbtRQT1KEGMisn+DqiW4NF26tinF/oC5jqp/pZBG4bAVkbTVLBF10v6u/9xUIJKAF8HLgnABZpKfwC2obsTiBbpezzgGhkNG48xyXbheFs7XhWVTJCjrtiLlRC5bUyMaV2o5VjOY+InBTQRv+RYhOFTE4jTUAqKCE2tLPDFLcf8JMQl+uOPv/ot/z2/+4z+zrs+s22zwPkWCHwjebApVpfCFiVqsREJyLLaaanMqa0i2Q6HLhykn1m0rqcxGETF7MgEkgHMsy8blfGb0MHhl9EKMK6oZ7wPT4UTOCzFixX3WlYP3nE4jzgnPz08WmNbcmto8YzkrMeZy6peFnotayLcPgZxTCd/e8KHYFKKiXrnOK36Y8QSSC6S4liC2CdUBBy34DfE2Hjwpe7Yt4c9/wh/fIe4rVKZWB6Puk1obolJvjbmoQqn6B2s9WWMe2jGchnVpoL1DvY3uq52NygCk/btv3BfbrBLbT+cTn18KrxpequxHQLKUittFK3QUWFz4aDU7KFRXTgu0yDszqJzOmn05OtAsxfddAqOaEQfqLNbNVnQQSk27Yh7Z768FTZ3spQaqhuSKSuCdWC0FVkQviJ5RXVHx5ExRO8xQljKMPsHoiNvKPK9crwvXeWWLFsadcirxE7HMUfGJ+51NmAFvwDnPMJj64xxsW7SKiy4QPAV2BxRvxtekVqvCZYbpxNe/+keOj7/kfHkizWdiMjQRxgEQPObSda6EL4tHk3lEdjddhbP2e9aOtsSOLFi1hJiXu8SPiBssR8U5Uk4sy8KyBLZpILiBVNOcm6FwBDJbjpbhuK2EcGAaPWtwbNtKFod3wZ4JHkmltKL4EuNrYxEfLBPZWVHfdV2IMRGCIyUlOssIvs6RYVoY3YQOiWVZrUqZswLCitUBSdm81ikJyIjKQMqOeH1PWL/FTw8kNzUnf0fNNiciHaNlB7cdojYPn9Yd1oo9GZOoaKCsg2qb69pW+6qwm+5EjbIbLFJzz0Ltxe9Puz67FN6+eW/P0PCuGmUKsUv3SOOOmGfkBhFYe75IcdHdl9yUllY+rKt6Vf+tt1CLrli2X+XCmilGQ7vRjE/a0EpRJRszs7HAODimQQgyI9s3uPgEaSFlS2lelgvrOhPXjQ8fzrx6M5Rxbcxz5nKeOV9mLteNTQfGoahNWYph0IMPiLfK0prN9QjWH8sKDUiJV4gx4ccDXjJBUll6iwEwQgmEQZgmz51khqPw63/3v2berszLlW1+AoRtW20+xObvdPeKIQwIWipfpWIs2ydFhFZOhCKtlBJD0Cz2do3HB/w44YNVrAqjLy5XMxLHDEMYULXM0m2bGadTmXwlbwvrsjJiWbGvXt3z/bcX4rrhfOAwjeCVnAdEPH6YjFmkhARnB/+IJxGYl5Xr5VzoRokZtgQxwrLCMG1I2AhBeb4sxPUjTrTMvTAMA6P3bMGhK0zHr/FywDOwLh9wz/+MD28Ywh2ohZZXW1o73a4EHNbi0zta6HKM6t7oa1iUea3n6FRULt39lBABWxNDJ/VdcsNg6ibR/X1lH/zU6zPTzNt+a5CnVw+qgbKI853IAEm2AS12ArJKPQ4IyiSYNVbauaE3yKizH7QS5dXSrBXtUDiDMZeci2TIqWM+tynsVhrdkEp9h+XvK+RseRSMxOTJK8RlI65WXfp6OXN+njlfV16/zQiJuG7ktHE+P3M+z8yLkMPAwY+ktDHPm+Vt3D3i/WCME4eqN6gvlvjkg5Rj6oRMsKIxziGlqKz3IwxTYT4ZcVaSbxzh+frM73/3O968OfFv/u1/YJqO/P4//tecr+/ZUsRlZQwTv/6H/8DDw2vO5w/88N3vS6lD8yrUyXfOFYSR2WJqc1+rLjmknHZuwkHjZpW9szGM6Xgi6JmsiXl+QpMj6IkhDPhwwIeFnDLDcMT7I+IPpOXJNpoIfhC++vW/5cP335PSynz5wHB4ZDiNu+DSaow2xHV4+IJlM0/Hsm7ELIxZkeIeXSPMqzA8r6T8xLBpKQcQzHMSMymDJ5JRknjWBX744295/fV/hX/zNRBYPvwOP/wC5++Q8DVaEvhgZ6o50QnEvfZJIb89QrN7sEr+RJF71cNIX22ley6XdmQvvVC/rFWtmkdSaPkq8TOywj6zZqa0079Ub3liDaqqE9AjAfus7vT6gEl5yfumb3DNMFu5vx7RVlWGfMtVb64C6nLeGYjstgrghmFIyUgEKahiz1BNObFGxxodjiNZF5JuxPjEcnmy8OCoRALjFBjHUE6xiyzXa0vUceLIqlbbYTFbQTi8ZjrelfqSlNOecoHsrqhxGyJT0cc9+ITkZCqLBvx0IuZaE8FgNxpJaWNdLnx89z0fnhecU169/YJt/nf88ff/RNgWxmnk1au3vPnql3x89x3z+cNew7OuQZtPy/vwxaiWXhCXLyXhg7M07JwWVB8QcXjnGQeP1wAF8i/zQihjHIaBYTiwrUsLqBr0iKbNIjNzghwJB8/dq0dL6V9nOyzJD4ZgsejenE1lUZ/BD8TzR1Lc0N7Oku2sumsq6rCaMMjrxvNzKmpemX9vtiA/DIRpZLq7YxxAwoS6wPD498g6WJaxzgzBsRXhlFVLgdzdftDQdPmr0XDnkWjGSi3G/ixkX0Vm2zhlPC+oX+29SBeNXHaUa4K13FNL8f3tEEVXv6EKYOmJqkKgNjXtWZuLXZSX7UlN3awD0QzZlQMDi/2gGS0brym96LnnTT9vYVfuJlXq+aEiJYu12jHK95VZ5ExOEKPgdARG7Fg6LFlLRjsIx0eOwcrKe28SNm4WauuDIwx2aK+dn2lS7vAwErw3gqyzly1/wbqdbIwlOKZ6GMjR+u4CuLHUZ0jkGG/IyA4WF3KcyZslfR3uHjieHnElCSuMB1JcuJw/sMxncgmo6larCOs9rd9K398WLbIEpUIdYuHLYbDq2SF4SyKkMmgxO0GMpJwJCM6PoFesbJ1nGEZSPCDJUvW11J+wmppKTMk8HpSYDoBSRCYXfV/Ek+Na1DmjlVQ9ZKV40SGYultHsywbqVR+8gGCN7tHO+MkJ5yMZsfZruBHJLyxdUrW/55J2Kbd61VUC0a12VWDfkatLmvVgwtzMaSgIIpzuVUU7+2Qjap7d4jWsAR7hytf9SxBq6rzI3vnz12fl2YOdp4EvWpQNl7jjLU3e0yFlAHUvyk2DM3FGVohvxUpsPtdsRSjzaZQoVRlQu1M4uIavZmM6l2ppckqh5XqlVHLCJXcwIu5krJVsjbIRM4ebWcjBNQN+Okt4+nIlC9M+RnnA2MYGQMMzg6PGYJnGjPJORjuzJWbLPV4Gscyb/a/nCOaVpwqVjVa8cPYyEJzJi4rklfCMOCGkaSm46fNjHWa7XCcIXhOxwNffPUV13nlj3/4A8/PT8SUOZzuzA6QE+enD7z/7l+4zhfzfrRDM/d10noUAhXW+1KqztbdvrdNlKph1nmOd/ccTyeG4IjzBRciGiYkDIia4TcmZVAz3JqU2xARhnBkGw6EsRyJo5l1/gg6I6IM08i2Xiz5y7ni5SooyA+44WC0kKzGZS6q5hoTOBhK8YjBgfcO7x0uCEkdcYl4lxgHjxRvV46RNF/w23vCq1d4PePZ2B5/wTA8GkNbLyzDxrpVQ/0eeFh02xu6NXVYjQmKIdubA74RyJhqrpEQXKkCv6egV1lcabsikvra9q5clRUTiF5rUtsO2n/K9Zlej6oOVFiT67Bu7rr9q+AQ7YyMJERdqzNYkQOaSYDLdSDSGEQl4v6gnoaxbiuZ7pfxia4KMY3Dmv0it0ekqE5OlHEIjMExBBCxAjHCgcyd1YPw70l5JqVn8vbEuoC8vrOUZzdxenjgiy9XsjyzfVjxo0AITPlg1Z2Uki4dieuleBqUMICXwUrfOSvhlrMhBlQJ4xE/DkgxBi5bQhjxg8eTCJuwbhfWLfHw8MBhGnEetvXCx/ffs62pJDEllhRZ5mdiWtnT7aXN0w3PL4Zn5wIhDICWk8WsqI13nmkcuTve8erxgeAEjVfiLAzTgGAeC+8GkhzYFNYcCDlwdzri/EdSWkl5KZJ0IanD+ZFxukecI87vEdnwAeJ6Yrl+xM56HdA5EcYM0wmcsJ3fk9YLaV0tcjbBIObGT1jMnwhMB1MZ15QITnhetBjVgdUm4TgFwuBxo7cSAzGStyu6vSdOX4E6yILThaze0Ec7cKqEmvdxDXWX1witYhfSFmXbSNf2Q05I8gjmHasIqIRpvdh3tXF98fntf2sG6WcEZn4mo9AaZlU7kz/pRlNASnEa46AWSKOFI+w817icdJ3uVZS+dF1f8BiR/bBYel2wupX2y4qUVKkorb3WfqYUAK5MyxKBpsGqbHsXcXlB8wXdPhCv33F9/pan99/x8enM+RqRcLDsRudZ44Xj3QNvvoCYPVt64po30rLgVPDjgcP9G8bxACKGokSsgIxzlmznpBRD3Qrstci9YRqL4XAgxsQw3pFdIGW4PH3Hh6cL62YFfVUzW1w53Z14WB45P73nup1LwFEilkzEW7ZgcN6MmqlLLqqqR0E/aswmp4RzMI0Dh6JqTIcDPlgin91bdOq8WnKsaDlxPGBh4hk3nIqKaVXBcs5QTvhKyapc+emEREu/nw6HUpdjK1Bb8eMdOSXW8wfickHFqlHFbMInaEkJL0OOOdsxBk5YV1hSYktKdhBUCWppN8tmNH4YMqdjiULdZuL5Ww6v/z3iRvBHhIwvyWW5JIuZ3ctU63Y2SiFkix6uhuKymyoKpqrihiyqHcY5bbYiudWY+11KB05MuJd1rKjCtkx300+4Pts92krS6c127yBQ7Yf0QKDou7UGxU2jVHvD7ateDuL2uTq5N9par97U/3aGHYBPmm0dtl+yQky5HQlvxlAFjZDtLAmrqB2JCQtw8g7nLTlp3RKH4ytQz+maOV0S6aqc1411yUj2eD8UA6ZtCsmpHP4zoKGEoGvN1jU0UdW3eoiUAi6UOIpUCuSua0lqyqzbgip2gM40MY6Wpp3Saof9ZCsMs8+ivJyMbuaroc2gcN0Its6WSeqDLxC5GohBs8VLqGZS3NjEzPPTYAFmVs0q44fJTiOPBfGoq7nRDY06P4Am0rYgJVckFYblxhPiBnJa0Tg3ZlYT4EwFocXd5BJb46UakqVFbIK5UEMGn009tZKTamqOA1VHmp8QEuIm1I9N62+mhk4YqaoZ/nWPmqx5Pk29LOvb4wEtBJszZGd9yIK1oWV+2gbUfelk70u/RZTdPre/+6ddn39SmNa4dm19UupBPdbTmjBWPzImIezT0E1PQwY0l9I+Ommbv+V6aGUSO4Kob+7ZhDUr+7y17zolr5unLq6OLVm6cUzKYXC2qIVgtbhOlcli+f1m3gpxxLxxXRNf3r9FJHC8ixzvNra8cr4szPOCLmWhyuJqyuQ4k2LC+Z05ZcXCp7OpJUgxyqZMotQ5EEFLEdmcXTM+ppy4XC6W1yLCEAKn0z3npyfm+UKM6x51Wdq2kJ/cjJdFUaPnsrUil21C+9iXIyBr6rlq2qVd4Wo5Z7atGGNVOZyOoCVXJmWGMOK8J0W1g5OyoBpt3cKIxo1x3IO40IgPHs0WXBUOj9anFMlFHcoxkQszy6okrcdBFFcqWoLqrGoWXFEsC9dF8D7jvbOqVlqK+2BxLzhIywVJVxgfwE02TarNQJ07wqy5MABe90S+nTVXobsb7XeSLdHP2dz2zt8el32LKSqz6JhE87rovi+6ffJTr8/zelQ42sU5vPTSiHRWXq0buFp/X3A69syOznME3URWBrMHV2krZlpvv2UT1LeXNqQkovXWZ7oGbqdcKGXUU8bKL9RzpgPIiPoJDSPiVqyEXGIcRrbVCrnG5JhOr1mTMpwi0wMc9QPD0zP3d3cMx0e++OKNFVHJqUFVBMuS9IGM5/L0nSGEIsmG4JFgJ1i7rDgPKV5J6pAsHI4n7hPE/IHt6YkP797hNBHXlZzh8fE167xa1aXLR67LubmRXTFC5txPTLfuWusyVkZW3aKew+FQLP15dy2q5YVsW+KH9898/cu3hCB2LIFIsdPkJkSc9wzjkRQ3zh//aDVClxVxnsPpnuF4B3LHEAbG01vW5Y+IC4TjESee5ek7gi9QX9SOYYwLOZrnKmdt510YijMIL5rxDo6jnSc7DRYCgBPmBMslcgiJbRNG57hfLoxTqWGRNiS+J4Rfw+E1qK3RdcusMbU0+RqYXemsLPWfzdyU/vRywEr5J2MUyWKErNLXjRVp34xdSf+/jBi6PfUTrs9GFJVetEi0fX/uNSAqvq/eiJsBUVFSiW6vEZroLs3quF0H3+rgKqNp54sW30gxcrYDjG8msqhB2dxRtwhD2ddRiZh1eSzenawbmhY020/aZkgR5+wkK+8i03Swoi4kOyDJecQPDMc7jo+ZZbnwxVe/ZF5XJEwMox3Pl1JCiObK04SEr1AJXJ8/8Pz+eygE4bzj8PAV42FCwgGVgXVb0exQsboMx9PA8/nCtq6kmHj95gu+/fYbptM9uIGzPoGDMIwMw4GUY7Fn1NyJasPZUWGd+/5yzpezNBzeGVoZp4khBHKGbUtcrjPOOU6nI84JMVoM6eCFYRz3tHLnGYbAukacjIThhHMjInbQcdyeuJ7fMU4PTKd77h/f8PD6S+7e/gOX8wfWy3vW6zvmyzvu7t+g6m2Ncw3la34zijmqkYbFfMRSvt4TguCiqXwihiRjsvyay5KZh0San8kH0PEef3gknb/h7s0Tw+EXbO6e8zUSilxJBUkoVdiVwLhubl9siyJbhZpN2qPcrBmNpVSTy83jU8FpVfX7/fjn+YTe2EN+yvX5BwCV6lJtZO2yJZFWTbjvNN39txK8ga6iY7XOdwzDjJfaGOZt47de4Z2wi27Rcha0eUBuet/bW7T7sKg3Fl9kUZeQELH0cC8ZwQ6cyWljXmZ8ECtbp4KVuRuYpgP39494d2H7YSZui1nqyxkUWjwfYTxZTAHCMl9Y1plcysSFMPDmy7+3NGs/kPFIGpBhKCqKMcHr9WLFcX1gGOwdrhghFcUPAy4EwjAy6gmkBDaVuU1pK8x6n89ag8LC8k09cQVNDCXuYwgD4zia8bfYLGpa+/F0V4yXFHeDBdqllM2tq2bQxFmBxKzCtiWQAfGWqJYZ2KKyrBvTujCMU8m6nUu8RCJuC86FgmaK21FqSnc3HmAQCKGsb0okXZkCnIvE8MU1NnlnG16VeSvQX5QQhOFwhx9OdnhQXnC+pnzv85RrsF+Rp/Ugvx3b3P533xpFd9sdI2UIanRYPNSuFM3YbQ79ruhRd2eP0F2ofgag+M9kFLAzg5veVd3700IyN8FRAqKCyfeds7U9W5uue31/rCku1eKBaCkCVTtSZrWhmg7F5J3LVzW8RmvcdLgaqLv+iNQyfq6cSZLQZCeWL9dn/AjTYSKMB6uYhMO7gWk84B5fIbryXjfiahsr50jOAtlCwofDq3aGxbpeWdeF+foRFA6HO4sRCCMqHlHB+wHxg5W222bWxWwgiCMMI3q+WJCWDZqcEn4YS4l7SwwTCeaWLMf55eItUd29SMYUQkESnphXLI3aFYZXAoZ8sMrVJcnLkMTGdDhY0Vqn4Mw9GZwVyUklVNrC70txX4V12RA/4txkG2A8kFRZloXL83seHh9JyzNpmwsCCMR1NkZRYh9adG+hU1cW1IkSnJrkxwzXW944BNoGckBOmWnyeC3ejwixCMHgPePhyHD8EiVYRKjbaGfpGiho6rltCbGDjQpR2T/9tu5oXAyFVKdBq0iWseMLpNIkSHcQp+wtGG1XhlD3kEorONTB6J90ffYBQEDJxXgZQtKPubMGyN79fdq6e7QbHNU4tm/6T9HLDsesBx4LiNemolSjnnT+o8ooXoyoMALZJ7/cK84RvHAcMgOQNkNSWZUt2VF0y/zM5fyRy7zhp39D8IHk7VSqJSYIB47DicHNXD84Xr1+y4MbOYzZ3MR5Q3UjU+IqotkktpSZr9/z/XffMoz3jKcvm9sSEVQCfjD32ratnJ+fuM6RV2+/wl9n1h9+4Id3H6gVnnIW0pIIbiiRj1Yzc2AwVCPacghsnsx24Z0nDJPlmJQZa+XTOs6/rhs5ZWZR3rx+ZfaXuLKkmev5mbu7E+IH8J5lXXDHI95ZHfbL9crgwR8Plm7vDygLOdkp8FmF9TqjeWN53ri8y4R/848M45G4LcyXD4zjVKJUt+JhSaS0NkTmRQjFdubEvB1jiczMWdmWyBiM5moE5+gz67oxBM9xsILI7z8s3B0D9/cbwzjA4Qs2/4ZN79A1l4K7uannPXKwDFGrzmdq8AsU0aToS0nf0b8YyKiHRjuw2sBlX2l/X92rReeq6Radqe8zKmb+Z9TM3M/7vB0G3Wf93zUUe/+kRyIG0Y2hGDiz23pOq4339BP/4/2TNgN2iGz1H7sfNezcgLXCoKqKk+LGtmZWZrx+z3b5nvn8juePH3j/7jt++OF7ni8Liud4nBgGix1Y15WnpyfET3si13Ti7tUdy/rEsq7lTNESqpvqnOwu0bRcuZyvHA9vrWQeG+v80VK4Q2jQc12vqEIYj4xq8RN+hWkMvP3yLesW0bjgYiAcJj58967kdFhNyLisxLSWitEZ7wJRNijJVfX0rObtwCpO+YIoRBw+HDic7szYqsnyI0IwOwYZ1Vj0aYPdwziWkncHSy/XTN6uxXMyMBzuTNW4fiQuF9b5QvbBJPg44ccj83XheHqFOE+KkSVdccNUEKKlBahM+MExjMrknhic0eLo4BBgCOaaXhPMi3A6CE6VFJVryhyO5mHJCkuC4+BYI7z/cMH7zHT/wJtX/4jT10BEJTK6QPDGmLdkqf+poNicy4FAspP3reLeKL3pGoYi8o0h2b7Wxsy11uyTznhZNmkDDsl+MbRjnCoXpvhTr888e/TlVXBCgUE3xTvaj3YqxG4BbqE8ctteS5LRHSFU28XOKDqGk/e3SWMs9X8Vx/Sopvulopn29+7PjgnWLZPcDMzkFNm2levlIx8/fmSNgoQTh8kqa2spMYcK5+vK6TSSkzEri5sQpsORMDqmcbSZ0NwWPKWtFI6xOpVDOLJuG5fn91zOH/nVv/lfMKSIyGbSSIQcLSs2DAPrtuFKLkMuQVppm5nnmWVZUMHUlHYeST253MqxGbAqMkksESyU4i91TWrNkZZaLhbPIM5ZMR0/ME5WySo4wanV35RykLClsq8MwdyoqFrkIhPOeTRFak7JcHjE+RPqLlyWK+tq8RtoJqVHK5aTEzGuCBteKcY9i+gMzuMdeGacqNklHIwepsFQ8ZaFZbOgqtMoLeYCVZYtc5CMC76UoRNwEGNmvkSe3n3P4fG3TArD3YKf3jAe3hAZWBFi3choqQXRSOyFkO1U307cV2bQaLQ9Ywc+q3LjbfpEcpeNo/l2z+zlHzvG9BOuz2YUzY5ATRbae9cHYt16f7SDItqeh/LxC11NUVo6eeWK1OCufphS3F57P6Qoh4LrdSWaTtZx9MYjbtovi5tNkpKvqNjhuOu6cD0/cb2uZDkyTEeGw9Rg8v+Htn95liRL0juxn56Hmbn7vTci8l1Zj+5Cgxg0QQAEyZkRIYUywqEMl+SfyQVFuOKWK1KE5IILEAMO2EBXd3VXZ1ZmZDzuw93tcc5RLvQcM7uRhe6MFimriowbft3NzY6p6tHHp5/mnI05KsEwNHwDhN5AVv1wQAn0fW/fUlpvAAbXzqXuIAa+mqcHzuczKRlxStGC5IWiCXGhutZV3Goewpiz5/XPPE6Voj+T8sYKVrKtr68cqKXS3rckYJvtYfM1KrmK+K1iVcMg78OqDOKcJUydzbb04iqTmwGOUYy8NkarONTZolbucxt1Qcm40IEf8G7A6SMln8nF5r2WnCurVnPzqyvubECPcxEkIIyQi7F2OOiD/ancPSxZmBJMs8Jxq7wpsORCpxmP3QcqRu6LsYhdz1fGx9c2uCl4XNcR3avaXS1r+LtudvIsKl/lvWFO6kM0sXxmJNojXjuD1reWoqjTLUO/T9zWl0pp3oSwYWSaBv3Yy/7PHf844poP4qnmFRhNnl3sdgntbssqZM/ciN3iwLartZ/3VtWM7nbuQoN/7wgUxFkGeneZVrK13ah5DO2vWtQAGnuXCXxwiSGM9PJE0cJ0feDy8Ianx0fE39J3N0YkEyPjORG7nnmaeXi453T7VTUYNg2s8wPH21eUPLGkhdBFgx+3eFVgma6V0MZ238eHN7x+/QbcwItPfkERg9loWchJEU/1chLzYnRvl+vE+enMpZZJiwR87HApMU8Xy6FoQwlCCIFhGEhp4XJ9YlkmnBgWwlXD4MSbJK+w+dY/s81Z1VLqtPCRED3ROcKhJw4dDmUaz1BLqA5lmSa6zpiy03glk/H9AcVRSuby+AOqM+oiJdzS3XyKl09xuuCZyKkg6vD+QOhekPMF3/WmsM3Y5JF5fGKezgRn3sTQwaGDvrN7WLJVM64LiGZCTVjnYoZFtOA0ExC6YEbI2s4jvr/BxRPqjPUKf2AugTEpUyrGOKYYERNN7lkVWMRyJybnjSZPNh2ru9g+q2d/e5qf0pKca9NU25Chomf1mXHYE0J5HP5ZJ/Dff3xcr8f+gtgs1D7UkWeW7dmnaUbDrKJb/YfVy2iQXTbDuAUU1RJKs5Lswhlou952rZaZ2C7DrddlhDA7a79ehv3LixJdYfAg7kAZH0nzFS1KHF7RL1eD7TpPyQXvei6XM09PI49PC1/94hXX8w8s84xI4JNPPmV+/C0C9P0tMXqu939HPNwh3ozGnGZul8kSes4Th5d8+fNPWJaReX7Df////r/yP/2v/luG0wvEi7nECF6N70EkkxDCcOBwU+inhZvbzNxPIPD+/Q8VCZlQIHYdLILzgSBCXwbG6Wp0c0LNQQgx9m15KNmwD77SxeeUWJaREA50XSR4A209PF0A5XjoazpFzHAtY+X6tBA05QS6UJaJMl8B6w+J/Q3zcrVQ7+k1pbyj63u6vmc4DBB6e9rB44eefL0yXh4IwRO7iPdC8D19Fxg6TxdaAlPoO+g74bo4liLMWbkmZclNdivewpkMeQchKHgF79AQUN/hwoFwuKU7vSIcPiHLics1MWfB0k5bLk50o6xZ+yI3EX6mOxs+aU8ItQuPnwXUJr+pjRpEauK5oaNNkUS2UqqdoYVDPz2d+ZFVD6WR4q5cALvb3RLhtbYr+6qFPndG1huVncF4vnCrPd3zJKhYqW09mS1sC0jWMzfvhe2BtXkkrSgLpbaw513waNecimMpkeI7uwrfI+GACxMik5USi9XrixauTyM5O47HO9JUh+1gIcE0XhFVuu6AhIHp/Jqi3uZpiqA5Gy3cfKUbAsPxUw6niYeHdzw8vObN97/DSc+v/uxf8lnoCN2BnGbEWedoFE+YE6ojIh4fOvr+SIxnrpcnlnnBuUh/ONJ1vSVqlwkRZ5T9OaFFOfRHYtdbfiMnci5WUSjZwGG1rOpdAIFcSXJNLsRYw/tI9J6u68gF5pToQkBzIqWJJIaNCN6ShZoTHq1NZktdO2VZCvNiz2KpCVjRhGdi6SH3HfPlgevTDzQ4eClKydCFA4qxWUdX6LzxcwSvxjMhsGRnFQ6tjOuloDgbXaOGeVCcMcmLEKISulgrM8Y4FocTxDuSO5GzYymlssRvG9S+9C97GV1h/Jtoi1ATj83O6Pbe3Za4xTGOVPI6wbx1ha7funrOhpRtHkWheoR/LIarjfpuF+tsXhKbwWjKudvvtRnKTXm3xWy3/9w7ASrR6M62ttLps8HFsss9bMXaRj/WPqKra7Z35pqg63pBpagZCvUUiTbpqg2gEUNdaoZSOTeWZWGeEs739H3HdH2i65ztuHNiHK+cvEe8R6UwPr3G959SslHyU4pxRc4jvr+lO74gxO+ZpyeeHt7w7u1rhIH7d2+4uXvJKUbSkkxwKzmv88EShmIKG2OP93YNOSW8D8TY46KSFkcuC50YgY4WS7j2sed4OpGLVW8u5yf63kITMM6KxksBClXZ116PEOlipIuhTll3lQ+igsuycX/kZSEtMyF4NCV8F7DxfTPz+ERKmXnOzClTZ63bCD9ZKClXEmCb1LZcn2xgsdu6XsGMkZBxUghSyXw8OK+oOOZkQpEr70PTGSfW5NcwQ6X+cd5wI84HEFeJhkBdROlWw1NUtj3nWUJCn//zA3TmcyOiu/fvDE39yE6F1g1RV13ZvH2tm/NeZ5t33mgPf+rxkYbCADmmX9VXE4foLtaRZ3av+VP7ZQCM4Xhv8VoO4nkX43Mjsq7tOutgF6bs/l3KruZRB8UqLaNtSEMzwhtV2eaSWMXDxsQ5VDoIx7prTZSi9IcX5OuVtEzktHC9XMENII5SJq5XJcYTTw/vuX/3jpevPuH21UDJV5bpwjRNHF7eQl5s2AuFeTwzTiPxBDeHGzTPXB7fcj0/UorQxcj9+x948eoV/TCwzAlchzi7ThFHjB3TYlOuuj6Y91RMWIILeLEdsySHFCX2PUN3IMaBEAdOQ+Tm5kjB5nW+f/sO581oOJm4ziNdf0Cz4RNiiHSxp+s6+qHnMByspwOrkMRuoAsDJV0REXzXEX2dWauJPF/RNCHdS3LOLNPE5fGe6zRxnSamJaEihNjZpuOM6CZ0B3tcRaEIJc/4rq+5KCXNM1kLmrMBQqvI1JnaFOA6Gw4hpdZhalLmnKcTIzwuImQcWRyFHh8GxAm5FK7nJ/L1Df70S+iqrNQu082bfW4PnsHhV8uwf4Oxvq8E0tsHN+95/WDzSDzKBlk3CW4bH1UfoEEPpE0zLxjO/CceH131aFbKLrumaaSsD0nrDYPbYS6qO2SlBBry6XnL92Ys9keLqtYSklSui2cWWX/0CdTiMC3N/NYr0QKadpWo5w+2maA5CZdZOMbIDY4Qext+VB64nmckREIcKHhuP3nJ47u3pHnGS0937Hl8+x3nh7csy2IClFt4YxO5pvM7Yt+DKCkvhHhricNSez9CYLh5wd2UEOk4P038xV/8e5ZScLHnk5efsMxXlIVCQLQQnOLFXO7OwTD03NzdAcLVeXCOy+M9pWSG4cDtyxcMsSPnzDh2vHnzLe8fvq1VEuHly885ne4MFTmO5DevCU5qD4ojdj3Hw6EmD23N+/6Ec8ad4buIiBL8AacLjmQ5ClU0TyQdEYSlhjBJC2OC+6eJy5hIOVfSW3B9xEVv3lIILPNo/JlpIUaH5GSVEhe4jhdECl4yXTA5E9e6nW3DKWqx/dyoOYEiYh5QgaFS7zXpmxM8nC8cOo9GeMgL7779Sz6JL+j8QO5umJKB1rbq3+blNllzDUvwweb2XH5tA0bb+fTZ+56V/WXnTbCzKTsfxSD8fj2F2Rz9kVfz9x0faSjMAOxUf5cJrzHQOk+xXXFb7LK599UtQp+HKW1bb2otsgsj2BKnP7Ivq/F6HqbsfbRmoQ288ofr09TQKBXLXHuBqRMOPq7ndU7oDwPjNNW4zzL1oevx3mjo+q7w+O5MzoUQDzZiMBxxuYBeSOMjUwr0N6+I/RGHo7/5lKKFeb4Q5yP9cMfh9JLL05MhOEmk5Hh6Gnn/7i2fvLyjZMHMYaYUG+N46I0b4TJOTOMFh1rjVRfJl7Ndf28hR5TC+7e/ZxxHruOV1z/8HrAJWkWVeVm4vdwyHI6EEHn58hObsZEL4oQuGCRcxIYUiTj6oceJcU6ixabGOajDR2itWTkVVJTYRZbpwvXxHdfLmSWD728N5USxSkbwhNDRdZF+sHBnvDwyTdd16nrnFeNfVUQCeTlDgztjVQxDtQJt2txa7WqvV/StSas1jmH9IK4slKRc00L2SjwWpjExPb7B9d/Rxc+Z3HHNDezd/nWHNwGqDV9t33sertum1eTyOT/ptqlRw3o2naubnWVadl72mqLbvsdGSsofb/bodmydas0PaAu0ukVsRsG8Dl0f0Pa+5zfRqh7rAtCMr+7Kp9upV9v5gbHYX+d27L5zNTa7VFPNNOeilQdC8Qjj4kl10E5LFJK1gpqsRfp6fkTVsBIxOspiRsL5SPAD02QcC60HpuRMEsM8lFKM+i505DwbH2SazW3vBmLXE2Kk64174v27t/zub/+GP/mTP9nWGZsT4r3DZ0s2N3YsUwRL2GrJ1qdSIKeJ8zTy7u1rruOVcZq4XJ4Ac60b6UuaJ26WW46nG4bDLcF7G/JbgV6IWMUjVMo45/A1Fdjg4a45gIJdK65ejzGypLxweXrg6emJWSP4QOyPeB/xvlhlJgRitD8ijnmazGiVNinMDDaSgGj9K/X+baBTi1iN66OBztbcWd2edP1TI+u639gMV5OLrMZJkrNWcuMZXya8O9jAIKA1Ia6Got7+NptjL6a1gvihVnzgOD+Tb7Xg2ooZG2hOdQ26f6QBW5LDfv5RF+vfc/wjGK5+9OLeNOxeq09jZxTWhrJ14WT9l6zVlD/gEWkNIURZa7S6BSrr+q0PoX6nyPqg23nawu67UNuDzVpIebEhtjX+e5o8d9EAPD50dP2R5ekHUilAIHjPw7vXxOElfXS4Aue33yNifIziO54eH5mmO3rXUI5GwpLTQloWhuEz0Jk0X4BMXl4Zq3eIxOHI6eUnhFF5uH/Pt797y+vvv+e//K//10aigi1aEBu0cx4npmmsFPi2I5WcbIp4yTgP03Th/u1rni5PPJ3PTMvCnBIinpTT6n2N88hU/8zzxOc+crp9RapxuBMhl4UQDUQWQzB6PIw52yDWmT742kjnjZFK6t5XEnm2JObleuX+6cplvnB8ccfp9hWoMk+PxGDhRgyeEGzAzzgtLEtquwTW02K4FecCOSlLsmqNNattLGolS90Q7HMi5klsU8YNum2doJY3SKXQezEshTMCZMSDO4Ab0GyUA0U960Q7dhtaizbKRsdgPKSsz3ANGVr00QwB5bne7fNqq8LX3IO2/FwzNKYAG5v97kQ/3U58JB9FTmhe6oJubtEf6rG33WJjZ9K1dLNuLc+utNnTNf+xTjpqvha0pEdjD/I7v6CsBmEbyrqeXVo852nTlPYr72BtILKztfZnmJbEkgpRIorjen7P5enCcHpFUTg/vUMLHIcDhz4SWBjHiet15PHpwvk64/uXfPayQ/sFKRdymZmv73gUY3/2wwuGPiLlSp4T4/Utpxc/oxsOHE8vUBXGaeGv/tO/5fFp4ebVL7lMC4fj0aoF2dCT45KYpivzdEGXCdFMXq7k+YrXTOcSl8d3PN6/4/27t7y/Xs21994a33Je12RfWh7nmXT/jsvlwldf/Yzbu1fE/kDJNhFbi7FLibdBuZILTiC6Sr03zuZZoOQ0oZIN2CUCaeS7777ju/vM46WQ5kxa3nD3SjndveLV5/+M6fEH+pgZYmCIkcf3r8lpqU1rA1K9FDQB1mg3Z2FOBvMeukD0xvFQspAyNg+20vb10VeYuYHFmkXJuY48rS76shQIRtpTXCTPGdEFEZjlhjFvuYdnHK87mbdE4uYdVzT+j3wAq1I0FdiQnvtDam+Eva+272OG3mo2DQ6wNYU9Oz/Pz/f3HR9Z9chVoWpM30bT1UfVGk6Mmr66vfx4EWA1hrvEqL07q7Kn8lrjrabgGwvcGkxUZ2JzuWRvvDa/xeJSc733meXmejonpjh1Wby42uBjngKqeFfohxtKKUzTlcvTPc513N3cELlyfvcN79++YVoK41woxfPiZkDLQqlowm7wPPzwBtwNvl84P76j6z6rqMJCmq92LbGnP9xQcDw+/RUx9vS9gE78D//+/8O//p/9LykK4ziTUjEez2mubrJwfXrP0/t3TOOE5kLvA49LYpkXsipdHY5cUCOjFcWJX9vNgTp+0IRtyYm3796SU+Z0uuN4e7fj3ug4no50ncMXJTolBKwdfr5S0kQpM2kZLXzwnlTg4eHMf/jtey45kLKQ54kYOsbrmRgjnO64/eRz/PJgYYgI49N7lvGMIoQQQBZyTtVrEHK6UtRTklCSErzacCa1kYbzDHNSYjAO3+CNgKeFRyI26XtliW/y6prn0iochTSfKfN7BnlklE/J1M7NXe5hH040edvyZ80IbN60sH3e9G7zFMxR3qp+G21h8+NNhyxvvgU9f4iI6I/GcLWmYBSQUlm3WoaikTi0HX0fFsj6+62F3C50jz1fcw+6W4Tqun2Y0VBtUdnzrEQ1EfW7Nq/H+vtrK3W9hzUBur7L2eZR+x9AKDgyERUT7uA9TpRpmZmnkbRkbo43dG4iXR843781Nuh5QogcDx13tz1pnshxqA1iBdQZhHmZuZ4fuLk9ruujZUHIdF1PGoxwllK4uX2BcmbJib/97W/41Z/+M4bjLaqsw3iNW8L6RZbpwjIZH2ff9TS4e+OYaENuzLDY/TZpleq9+TousE13H8cRw4TC4TggvrdhznV6vSUvKyhOjHLObKzxd5ScIArztPB0mfntN/d8++6K+NoYlhKpODNWeSHPZ8IxEvse7zJaJkoaUU1QQ4aVwAUAIxlGj0avX8Qg/VVmUoZxgVSUDqnYE1eh6lsfxQqIaknDVdLcqs1t4JFqxulCcEoprn6XVg94I6/ZKdLzF1q3Z/vy9W367KcWxuyRms/SFjRdabxeTYrbs4VdzP1Rx0cZihXBvX5hYQMwbQnNLaGy/XebSKDPFHsLt3ZGaP3dBze7Tkiv4ca6erKzrEJrV22Viu0K28NR9iZu9SwQbLq4W5NLVkvvUN9ZziAEVK/GxD0vOPG8enmA9J7x/APnpydC6KFkhqHn9sWRu1Nkmq70vTFBgeEsnHOUNDOe75kuB7rhBu89TjNaFvp+sDLeNOFd4OXLT6EI797f883f/Q2/+c1/5Gc//xU3ty9t+lY2Q5FTZpkn8mzeRQie0+nE8ljoYlexDzYiMWtlTdJKTdgWXywW70Ksg2dstZZl4XI94xzc3Z3oDrFyVRZSmiBERMoaL9dkRVUErcoN9+cL33z/yH//V+94mjKHQei7QHSQy4L31lC2zI8wObrbO8vDjFeDQDlqU9hSjbcHsRzQdJ2QcETVkyujtxiujSXBZbGBxVLvseW91k1MMV7YNgVNpE7AbIAzez1UoJuIh6KEqCQ10FXbiFZ9eRYO7xS9etAr0VLzwuuHpSlJS7zCBjvQRt23E+vmpUj1KGSTf1OhrdP0j5bMFBdxLrA2zTaLuWYgmwWteAXqCDrZX2pVwNUIVEXfWc+2Nutvd5/fkjJbd91W5tkZix/FX1uY4QSb21LJAewB6O6TW/kqqzImOErdKcqM5kxaEtE7Pv38jht/5vc/PKLF8+lXP2d8eMNw+Jw4HOgPPXm+IPjKeuQgO4bbT8hpocxXVCPj0xMhngjRmeCUQoyGivReq5GwBqvLRbjkkf/z/+n/yH/xz/8F//Jf/Wt+/st/wjTOpHkmTRPz9YrvDnz2+S1913PsB36YRvo4MPRHUiqIjIxLgpQraMtwiAXzCo79kS70WwWkJLrY47HGrt9/83f87GcwkfF6hHgErfiDnMkpkTRVA9zjIwxR+f7tI//hby781bePvLsmnAhzSkSv3B4iQwhE76w3Izry9EiJC9IPdMMNfX9iymeWZLT8aZkZDjd470gLPJ0Th0MiFyVjCdUQTKnmyla1D3kdjiUXvKiVRHdK3fZE28XD6iH3weNjV3tjHAnHlIxjszRj0YzlzkNporzm+dkAgi3v12QR1/Jnz72MBk1c/ZwfhRDmHa3YCtomuKmJNmX4icc/Akdh3oGiKw7eLF+ziPU9O3zE88txu5ulmUxEW1+c2Z9SFxM2ldfCtkvtjuc142Z9m9fQHvL2qXY9rn7XGqCoLW7Doqx+R4GkHinBXHcKL296olNiUL799onD3aecesfgJ36fF5w7VaZqa3v23gQnFcX1t8i0mCucEpouTPOBQzKXOYaBEI9kjGIu9pHj8cA0HeieBnzsyFflm+9e8+b+/8Fv/uov+Vf/8t/wi59/TcrJhgOFwNdf/4xDd8LhmK5XK7fGnq470BdFJaJ6BTVQWHY2VT2ESAgdd4dbRLB5n7kQtbNdlQKaSXNifnpk6AZUtaIcjV7Ok/FUcJ0z9O6yKH/73fd888PMt2/OPI2z4RvqQ3QYT+WhH+ij9YxYwlIgz5Ql48LM8dXPGOffgU5brkkXnESci5QcmWYh41HJzPNC33lyKaRsT74N1XZS8G7BApGtVTE6Gztp2AvDHgTvTfZV0JKJQ0c4fYEbvqxqkCl4ct14VumtbsVK/IwlUjX/ASOwk9NcdB1O9aG8/yEowApTaNKtSlLDA1ky2XSxIolIfyxDobRBKlUF1+/ZYsQfRUCqz5WR/Zt2GLNmV565v9v791l42BvDPxTfbcZEtxPQ8BhbOXkDjG1mpf5mZ6VTccza4eVAN5x4ceeYpol5nnh4mlB/5O7ujs4tpPFCkcFgx5opanT+7Zyq4OORcn23NuekeWKeE8uy0KWl8lTYrXkndCHSD8faPXnkcLzhcRopRXn37t4g4YeX5ALn8yMC/JNf/xk/+8Wv8OKN+j4rsR/o+wP9nOrO55mXYsYrZ6SxVvmOvjtwON5YOTMlcqq5D7VhxqIeKUKeZygLTpNNBskZoeEwMuiMAy7jlYf7B37zzXvOVxjntBNrI7QNzhFD+2OuvXcGfFJNpGVG85XQvcDHiKQFzQkXenxlDEupMBcheo/kSgpUjUku1kKuKF2w0qPDODStdG5KhVqg3BzV5iFolVPvrLksBGe4mnBg4oakDX+x956rVsj+32vQ+0xV5IO/Wx5uZYnT7XXQ5zqwO1vTqWZLiuzkXyqORMUS+z/x+LghxVo5CHa39jyoeK6c672tXsDuwrTQuku3+93x/lF39WceRCPLkefn2n0nz86w/dZO0/DuH7yhoTm3C97doQ2Fmeno3Inh8IK77HjzZmacZt4/jLx4+Tm3N0eW6YGn80gqkShYg1JJ+DCspUfBIb6rE7HMTV2mmXlcWKaJ1M+UvNT5KSYMIRjpTR97DocTp9sJ/7DgQ2S5XLh/uvD779/SDTe8fv17gnf8+he/5uuvf8V4vXJ+eGQ+j8T+QD+c6Odi4/PwTF1myRlZZit7IwQf6LsDw+FUafUT2Rl5T8pVwUTxGqyDNs1IniEvLLOCFMsXkHFlAi08Pj7wd9+95W+/fyRGA0Q5EVIxOQlOiMHVuB+Cx7o9xVqztCRymcmaOHRHQuyQcSTnRIg2FiBn4+aYMtwGj0vW99KkohRZuST7aPiIVsY1fohaZhfbdxsdvkJNjDrEGzFvjNZ450KguI6RW5aSaN607IVQd1K5qsEuFKhKv5fLhgp4loPY25xnElrP8eylJvO13wfTN0GsL0VtaPZPPT5ySDGsI/bqxW1HM3fFyFXrijRaVmnNZLukWasNqxiLUKlJUJXniroagTXEkTUXAjtjUle12dfnpkmfvSpYCQyBxAb9FlEaO1b7REHJ7oB0Lzncfcm7+9e8/uH3PJ1n+uGOV5++YJ6vvH93z3dvzgzHz7i/f0sXAqfBiGW9j7juCKFnSUZnp3mhLFeWyyPXp9dcTwPd0DOUW5wP5DRSkoUoXd/TDwdOpxumeUH1O5wEgo847zjeviAXx3WcQTP3D1dubk+Ukhl9wMeB2B3oDzccMhTnYRqZijCmxHJ+ZJrPiBhL92G44XC843q9Im4heAuql+WKlmTDc3ygl4DOE+P7N0zn9wB0MXA4HDjdHLk5KExPPN6/55vX98ZFUVItwW7mPXo4RIhBicFVD0OIEfPMSrJmtFKY7r/lcPyElDLjeGYaH+lCTyFQ6JkX88qCKJ2H2bWRgaBFKpGNw2upnoONXvCuju8TZcmZ0NVqCMZslbP9zolwOHT0t79Cuk8prkfI+MrStcnsjpCmvuZ2P1un76asW5GuIXiVlcCihkoIqxf8o5DkmZdif6dkvKWqDSdknyoFrteRn3p85JDiTfG3i/vwogXqFCapF7+ixT7wRjb3yGjct5M2TMa+yNM+swFi2hWY0amP5oM08J7Opp3LQC5uNSgiLTatZkjZZkTWCCu7AwuKyhOSrpyGAyI9Lgws04WHp9fcv7vn6WlkXl5zPb/nxd0L/OnWrtpB6AZ8f2NksmVhud4zXh64jo+U95HDzaccbzO4jvHyDtFk5cSc6bobbo63lGVmvDxyd4jcnowVSnFM1wtv08LT0zv66A0arsZP2fUDwzDTH24Jw4ifF/ySCAXm5QfmyWDjqBBCx/H0ghevPud0c2uJvnmyqkrJOO8oywwlmYK5hVj5Lt893fO7v3vNL774hK//5E/57NVXcPmOy+MDT0+Zy2yhQKo5pDZVzq/uvE3tagOPnSuIGqWfsXs5NGXmKRHSPRI8x5dfcH3/e/JyJS2wXIVhCIyXK8Oh59TdMucnlnkENaaqPgS8U3ICT8FLwkmkiCEvVYwctyTFBZvgVtSRtVR4u6MbBuTFnzAPPye5hifZGQEw4qRdzqHNm5WK0VBVfKlARN2BorThwM04Nx7PbVjWxm7lduG2Ukl8awuC1hGYbX6MAD7EOhZRSHnmpx4fmczcdoEti7v5TGbxqmJqbR5bXXlbvn0o0ZSy3Sjt1Rpy7PMO5slsWI0tTLFv3oO3trPpzjOAta1c9t+nq6W2cxlu3qo529eB2KRxMfq4vrsyLYm8FEpOvH97z+PDkzVU5ScawYHBD3pcjDYwxgVyupDSyFJZppeUCBmgoxRn9G1Pb/Ah2L0heLUpX11/4DAceXFrf2xiuliC8nAidu9AF8bpEUrGu0iM1i/SD/aeaU7MUyKp2CwM52nM2113YjjccTzdGclNb7kL5xdSmknZ4aG2xyeCQIiOJRkdnzhhuLnlcHNL7Dvmh8zj08zTdWFMxZK7q3tuW4kTR3Se3rsK17YchZNCrueNMeC9XWcuhWm+otIZ23Z/S87vbMcvwjQvTEvilcDh1HPz4o7p7Ei5EPoTN5/9EtLE09u/oyxnvAfvPXNu/qZScKSMdZ06w984kTVE6voI8Y4sA0m9heUrv0M7CyvtIEIdgrz9blX+Omtjnauyo7Gzt7XqSX1vo15SO9Pes855mw+7lQ61ht2KqsNhJV3nfrr6f+TsUbsJ2kPehfa2PDt05k4ZV5VWgxorpTZ5PUtd7t+5GYldTLf9pi74WtmQ7bWdcWrnkN3n93Gh/bc8u/4P3gTUkizVC5HIMBzx/gHBcgnT5cz9+0eu1wkQ0jIxxEDwHeIP+P4TfBdxYQDNLOMDab4yj2fm6WqzMV1nPI7LzHh5wDtHiEaU4n0PWjb+h/7A6XTg9ubIeRZYHMebF/THG/r3t+TpkevliZxsp/Te+ka6/sDQH5n6mambSEDXHwixR3zAuUiMB/r+yDAc6TpPmhdbElfBaFgfjNSZpxEhBOpg4cLpMHD74iXHmxPBwzXPPJwnnsaFOWeGyo7VvEbB5mtYKdQTveUpgrPcRFoW5iXhQyA4w7jIMpHG2dTFCS4MlMXK3UUd0ziyTAtDL3S9YzgMaB5wKTHcveKzX/05ZZ6MV/MxI8x1UHHaebGepOAKuFIqpsIRvaOPnq4/UFxPUkcqNXHbypxs+bXGdGai2BR6/++y7v65UfNrfpZMbx5Hq+Y11Cy7d6yedaX233PGtoYSoc6M9b6Gw/zk46MNRSkZca1V1XgVWzPNhqQ01mLzONTchpZ/gOpt2NE8kpZP1LWTZhemrHMKqmGQBhop6wK15bIfmoXeHpqs+Q0zDi3nsX5ub1zqT1tXagufHBpuiN2NDZspM/1w4u/+5j/y8O6JXJQYPY6F4eZIf/qM7uU/Zfj8n4CeIb1jPn/L49vfMs+e6+Mj18sFN9zR37zicn5DKU+U9DnDcGS8vMe5SHd4STfcEruO2HfEGOiHnhcvjjxODpaOz372J8zzmeF4YCwzD08j16dE6EAwiHWM1o3aDweGm0K5XLl78SnjPHE+P1KyJUhjI6LpInmaLLgRIVVnUIrgtP7BEnuqmcFHji96bm5P9L3H6YTLV94+nrm/Tsy5cIhtQABAhc1XhuwhQgiO4BVHRnNmmiaWlOlKT9FK96bWz7DMF5Z8puuPgCereVdpsXF+47wQn5R+KbUjteP08hWf/fJ/hMQXiBQev/0fGN/9DcVFHLm6/daUoMWTc1Uwr0SX6SOcTj397acsGeaykNT6mqrorQbgmUTVv7ZJXbWqsnqtdePTBn5r73Hbxlw/s1LGis0iQXO1vZUhTty2eTavv53Pe1Qi4jtstNVPOz7OUFQYbysTbSiFD/IWOydh30IOrlrD/Rv2nzWY9d6atjyHVUlaXqPstPt5Z53o1g1atLY4r9ex90q2s8PeRMDK5KW6ovAa52L0mct8Tx8dwcH9/RvefP+WkgXnFKcLp9sTX/6z/w13P/8XHD/9FUEWJJ8Z37zm8vgNT+++ZSqWfAzDS06f/oz3v/8LxHtuXnzG4fAJ4/mdGWZZuKYMPnB7+9Ko3aLjMBz5/JOXnOcLcvG8urulO37N4/u3TOcnCAcuTxMvPnlB30WucTblPwzMy8xlWpCYOZ5ecjfNTOOVN8tMPxw5HG4YjicCWkcL1PV0Qh+CcS1mI6AJzhNcQGLkxc2BBc/x9pYuOpjvmS9XfjhfuSzLipmIzp5HKZavuB06DgEj3gngdaEsdcbJMuFwkEaWMjOVxHQdWZbZmK6LMp3f0wdhmRfGa0EFuuCIMRgJsVMeHh7oDz1pfGQ8/8DdV1/w2Z/91xxOr3j/V/Du4T1TtvBExVi7U65kNs56fYJP9MHR9wF3+hlFjDBIqky3cLwhky339UFObZ8kr5vq3iNuobEIKxv6HlvR6A6bnJrHLGvILzVHuIn66pKb3hSbaKYipJ9Owv2xk8LqBe2SMlseoYE5NqWWDxSzcfexMvbUxZGapGwpINmUXypQsdkFXUOO9r07t6u5Z2wLW9Mmq5fSrOz6cZph2L5kzyFQihJ8a223h9APA945lmni/t17xAmhLETvOdzc8dV/8d/w4k/+5/R3n+FigDRRlmsdqrtQMoTuyHBzYEkL14ffM08jsT9RstZReQ/4EFEpaBGu5yeCN+7Ovr9h6A+8epl4+1SYUiYtIwd3w+F4g4893/ztXxtVng9rSLgOHMaDOqsiaKYLnpvjDdPxli72hNjhfYfXhEhAXKr9IY6c6ngE53GaLOmrhegdt8eed4+Z5enCzIIy8uZ+4nFMLFlXKn2pIwqdA7JyMziGznAT5h5Hcm3315Lpgs33TFpIOXOdCmnReg5jglqW+icVlmLYiW4xQFwX6vyRXNBkFRs00x1P5BefM7z8mn4yxq0xmYxGv+m3YcaUQyccjx398YgSQGyGSdDdrr0KnxoMfDUUBv1uMryK25rfa8rfvGCb+9ryOPswWqTJaf1sLXtu+lb1skHDV9G2vKFoxvhA0j+s8/X4SEOx4eJZ16MmgOqO0xKW+wtf9+ydS7UquVgD0gplEEErnJj2TWtKQtfzbWfeXLv979vHZLMLNOTbLnrbjjV5pD/+1ZoysgcfYweaLM9wPRvLs48MN6+4++LXfPqn/yXHT3+JeAc6225cFkQV7yLd8ILSH9FpIucr4/UdSm9rVwrzdGEaoRtuEOfIaebCAyEE+uMtsRvou47TEDn2ni5YA5jmZRXu6Xq2cYTOV45LsT6SCjkWMA64nHEYqGvoDkQf8M7jnMdpMeJaaRTwVD6JjYTWjLolKY+HgaenC+P9e8Ic6EPh7ePENWVyqQzYJsFVESB64TR4uqg2vEdAJFAKtRku40WYl8VmpeTMnDxLMjBWJw7wpKx1UBK0qfVLUpZFKZ0Zp5IzaZ7RZazNf4F4uKG/+4rj9RH35kKZkk1gw7ybGksQRDkMwuHmRHd6gfqhJre9SUWdgL5ZAGhsOW2X33d9qrLOkl3zZztdAepayKo32gxFe88qxpuBWPfED85lv636hmJUCs9qjX/v8ZFt5obmaqVDG6jTZiOKuVlU66rCTtVZ9/kV81AVtwqgGT/lgwZzWr9nu+VNmTdzsS6T7KnydHsG0txAvzvPbgnXN249++Yt1cy1ymq9ffOolgukM9FlulgYXv6Su5//Kz79s/8VL37+Tyl5RIv1ImQJ1mUZbzicPiP8vOfx+sR0/pbl+hapE8hdEHKZuJ7f0nUOFw+ILsZGdXkw5fUd8RTpOk8g0btM7zJ5uZDmC+P5njJPfP2zX3B7e4ciLEumZOj7AyFerZGJ6tjlDClBHU3nXcCpM8yUc/jgcHN91nVUYRETYueltqUUJDoOxxN3l4mH198wx8DN6cT3D2fmXHZrrSAFp4ZjCX3gpo/0sVj1oXadaiWA0ZShs0FHUyosGfBCIoCa5+AQUs4277NsApGLkdfMs5oBSQvz9cz48D0hmKcVugPDy5/jQ8fduyvLnHmaHpmBzin4TJBM7+H2eOB09ynDy18ih88RF+pUMl/zhQVyNsl0Dpsg3FwAt1UA1TwGKXVS+R/YnKjOgLDJewtLVqRm3ZQ3b0Ofa4TuJFp1N5Fvw4f+1OPju0eluf+Q1VzXpryqm3vblA1Y/6Zh/3ULLVQzIsXcYee3pGY7J7s8RTvH+q+dW/UBtqLR9EujX/7gt5snYg8WJ4haOXIzcnZeBZaiXBbHG3pi9+fc/jLy1fB74qdvcTe/4sUv/g3d3eeE4UAuY7WJNrC2EIn9CzjcwnxCS6a8+UucFmJ3CyXg4skgwSh5GUkpkeYRxJOWwni9Mh3vWOYbcj/YDj70/OyLzzjceC7acz5/T57PfPrJJ/xv/7v/PcfjwMPTlfE6cbmMhOhWbmOp+RtX3dhGHTf0R7p+wIdgbN4+oiGiITCpWs+FKklAfCG62kNQQFLhiy97yB3TWHjzdOab90+AQbQFIWcDtCkF75SXN4HDIXAYHEMn9FGYr++Nxq4UVIWn88ichVSaVycEb4Ke6/OfM6RaEfRsCtKSi6KVOGc68+7b/8if/pcO8QPeB3yI5NMNv3i64qQjL78xti5jRUbJRFe4e/Eph7tP8acv0f5zy1FUD231eqtn0a5T20TpvSO9/3t3re2FVZ11e20NUGTb6MxQ7CALyocE9duxmwusruKcPqLl/KPp+i0rK6DZEJjVLVqtWXW/ClIzttuirNZRd6q+JmYaoESefd+WB7G24nam9pndmwGpsx/te4ta6W1ltaoffTZbpAptg5Kt8xD234NZ/rkI93OH8DPyJzcMp5HPvl6guyMON4irw4oLtH6HZsSceHBQmFkub8hLXsfOBR+Mes1FK12BEc6KIhLIanMz5nHicj7jfU8IR27uPHSCDJmH794jc+J//Gd/zqeffMUvvvw5v/vrv+Eyjsb05DwPjxOPj4/r0GJDE9kfkUBwgb4/MPQDfexsByrF5pSWOgy5mW1Vck6gmd4HbBygsowjiPCUFn7/MDLmvLrLRZWgYk1KWJjxagApFzR7NHvIwQYFLcs6lHjOjmkxziInNq1dBHIq1gDnWnOVyWHwwlyrFc5hIQ1U45cZ77/n/P4bTi9/iY89URUpiZdf/ZrL5cL9m98zp8XwI6oEJwxdput7fH+DxBtyTezvyBdoJqqJcOsg3dHRV1mtf7UqRTMOz8qnNdnpVlOz+93+fB8UCHTrq2ob+jOPXDBPpzhEfnp99CM5My0etXWoGVc+VNb9fWglQNkbh20x1mTR+vEfO2EfttBq9SJMWLdXt+yu25iW62XaTNGdx7HjKdtb+O2hrfHLs1yIAnNxqPZIDEhQ+pOgEtb1sLq57EKbthgJ0hVdzuQ8ksvGbZC1rBmQZlnTPFk4EHokHkAK0/WC84943/Hqky84xAPZJy55RLPy8y//lLvDS07Dicvb9zw8PXKdJkMcHk5cpoVxmpmmiZxSZWKqE8DFEXwkxo4QOnwIlHm0CoeCuDa53KgDvChBhC4Kzgs4wxLcP428P8+8OU/8cB4pKKF6d16E6KrxdtbfceoDngWPri3VOVlfSa4eRSpWLC9FKAIxqwHXMPo+0efNhcHVkMRbQ5lzsuY/oFCmM+e3v6M/fU6shDkSOk6vPufu06948epz3r39Dhx4dfResEmGPS72iO9sZEH9vibIW6Ok7jan50LuVknaS75UZu5dNk1tLQTrpHb7d8ve22hhs2vCuybmVtktTYLbNRrXx57Y6R86Po4zs+g2XaixAcHqrtt8D2octSUot1zCtssar1/9XcNi7I69EbDQbEv67I1EQ6xRBW2lXa8Pq0h5VlJa8RQ/Mly6+1KlTYhev7XmMZwrpHlZIbT2CWNbeka5rnVNqJRq6ZEyviWP7wATZGOxVqbzZLNAq0elpZDmkbwkusEz9IElj4yXB/NWfOTzn/1TvBfG8oTIRKDnf/Fv/lsub97y+u/+ht/89b9jWmbG8Up2jnB7i/YHJERKKXXaua2/kzpj01t7eQg2dSzlYiTC3hOkAymE7oAXiN5x6Bynw0Cer0iZUB355vWVb98/cT8tnFNaB/FGJ3TO0Qfr63DOUJjHoceL0MdIF906vtAMBswJcDaYx/IthWlKHA423lAV5iUR6n2Ic8Rgz6ULQghGOjP0ro7RA82Zx+/+ktOnf4YLNyYCzjPcvuLVl79kenzLdH2P8XkXDiFwPAm+O9TZsDYtrbRu0SrHLaO2KuszOW7asgul22ap+nzGje62psoNVXZZ+WYYW7FgpXyUPV1U+77mbVTj0dICztmUup94fDxdvzZM+mYNm7HQ2jxjltZtnXu70qRWl8p23Vau24yA7L+I3Y7/I1+jvt5Cn3oVjlwp8iwEMXbtLb4zc1WvfPWItHo9pRqven87tzBnGz3nZIen14aSq9cvbk30aqWkUy10MuOX7wk+4YcDl6eZ29MdT+czuUx4HxC3xYxFHfOUOR6PhhjUheV6psgB5wJDf2tJzWFgKMLdovz660A533N5eM/D+3c8vP4d58uZIjZuYHm4J2nBHQ640Fm5kG1IUww9pYOus+pLmhN5MdKZvu9B4PqU+fKrn/PZy0+4ORxxTpnGK9f3r0njPfNU+OZp5N24VCKYxt9o3sdNJxyihZDHPnJ3DAydgnp8DIir+ZmcLcdaHIsKWmwwsvOOwUfGccb7ZFUDV7FO3ioPrS09BOg7z/HguTkULnMhSK38BM/4/V8z/fIt4fApLh7ARRQ4fvIzvv7zI5eH15zffQM50XUdruuR0FeIgoVcWoGDz6sMP/55/68PpdjmnG6vl+aVFtMZ+697lq+wEMsMYNtsN0ChARJN71pCip2ewRa6P9+c/77jI/kopOIljXVjtYyrR+DWKditVt5oMpr11coqZfGjKVjtuN9yBM+ima1s2Zh/nq9Zy22UlT+gxY3KBr/e9P656W6GprUca7vm+iVF2jfZC06kxs77bHXbV1r4UNb3CgYgcmWiVOEK3nNJiXlO5Cx0/VDzL8bxWMpikzHUXOt5sQSijwHIzOM979/8li++/qd0XcfpdIP7pOf9735D1o6+H5C8QFnImilrr4KynJ9QcYjvicNxpUYLPkA0QmHNxWaOqKPrBkIX8cFzOp744pNP6EPEoczTTLo+8vT6G673b1BN3B3vePs0koq1kXtxDF3gEOrsTwHEMUTHaXBIUKLvEBJ5mZmX2QYmFY/WIcr4DpurUsFvMVJpRI16PyulNpgZQbJw8MLQQ/CFcc5EH+pjEaMgnB5Zzm9Yxq+I8QQu1BkrnsOLV/ziX/03fPcf/l/MD9/j0oWcHZLFKkJiU7eMsr/1UNTtov7HFLt2IWvb0JrHq6vUtHGGDVuxsl2tf2Q9P+08rnmtJnHe7zfCKpGlrAanYTzs9yZX2uDiP/H4SEPRVqJ94eZV7EMIqbv2llStr+kaqLS7rq9ZXN86Rk0JWzZ3Q0k2s9KupblvqtY7kquiaiXRbQNezEDtHb96BmH9vAqoa4nTXf9HFc5tt6/nkOZFbaHJxpVRUWI1tgzFISWRl4llHklpYhzPtcfDV6yDrNR8uSgu2DDcolAWyycEJ5QyM17e8/jO8cnnv8DHA4f+QHYLv/+b/0T34ms8gtOM5FzBRVjC0oGmTKlJOJdznf0hiPPELhjEVws5LSBiHBYVNh69cHd7Zym7lNGslGVkShPjPMIy8/nLl3zz9i1zMgBaFzw3nSNWbglEGfrA6dBxHCLeO2IXICcbRFyUnCtcHIfzsXo/vj49JYRQ+Twsd5G1YRKqoRDoo804behNJza0R6SGKDqTL29Il3f44+dsw6cE8Z7bz37O8ss/Z3z/knJ9RxwE7V6SZUB2vBZahato3d3XJouquKvONwMg6weboVgBWE0Wn0lq2zibrNtmK/XfpeYrthzcVgl51li5wjs3DMeeXesfOv4Rs0frHewZhtvr9afqNdHmC2zTmTecu9Xfc2VobMpVb6qWUbfxf5uL79vAF60kOruqCXVXZv/a84tjU/IPYku1zsP1ftrzdjwr+Ta3j52RWPMfUOc8bhUaJ47gApom0nhmvDwwXh65np8Qb9OwLESxAT5GAy90oQdnlPYl59qUpOTlymW+orowjo+cugND33Oer7z5m//Ey19GwukFXhVfrENUBCgLKivZIIo1IRkYyCNe8H1vSqnFZno6b30hw8DQRYbg6GJA1CoQ3nmWNJI6xxIcXCa+fvUl/7H7HUta6GPg2HtOUfG1+ako3J16bk8Dx6Ez5GT0ZBwlCVocqQhLsVAu+kCQYDkKVZt2Ftxa5bANYWOWcl7wQAyOJSkpa503mrbdVeAoQjr/nnT+kvjqT42urz5VKZk4nPj0T/8l8+PXLOc3BGZ0CCR/Qynedn6RlZ6xtJxWNRTShAxZN6Mf6VKFCTRDsXnHulb7Vq+9qUY7HzV0rpuTQ1HXQHHb5gqsm/e2eWoFpf2RDEXJxUbXu71ZaLu1jZmnGS6h5geaN1BwuLUd1yjimzbuQ4IKDKmaui5w/crcFm9136rhWd2XWmJ9Fn7tUjyVeGS1+PX3red/jT+keRNmEKmVgf0592GQhS+yIunaZxBFx0eu998wnt/a1PLLA20qV04jRTsIjjJNtovHnuF44jLNNsC3FF68PBoEvOU+KJzvv6ePHTEcWPIDvLqF3iOa6ABXFcMI05WkmdwMXLGd1oce5x1OLVFps0Rb1scbZLzrOQ4DQxCGGHGhYx5Hnt78QHh1wD32lLMnP1mi8vObnlNUuhigXGmxtjghOs+Xnxw5DJEQhCCJvoMx2z0pHhccIdtgwlSEkgpddHV9PUoCL7WDFWLoEJlpV60K01LIRcjZCGdUoQtmyIuC94789A3p6XPIM2iH1jk1glBKwseOw6c/Z/jsF7ZxqTKqbV5SNxXbqGX9PfU158AwQu5ZuLtvHTdx1G33322kzVj8+NBVwZoGGPGxoivkUZ/JdlOGsnokf+C0/8DxcVR4aSYnA5g0rJ2F8OYFuDZwZPWudh6EXX61nnX3rwjO7ffPaWZadPCHjlUh16N2su7du7paK0t3BVKJk3WZAcyvsQX1SMXoS4umaEEPdbrVVvlpb2idpvY+o4I3haPM6PyAlNnmZ3YHHA9QzBUumlGXyYuQUiLEjnjsuV4W7s9noHAYIqTMlBcUqS3R1v8xHs/I4Mi6IL/4Aje8ws2ebjjB5QlyXe9SkDpyoPFPiDOAl6utyTH2RnKSbc3c8UCMHbHr6fqeQxT6Phrye5m5XN4SXngezo88PD5yQLk/P+AlEWRB0wKu1NKmPf3PbjuCFCTbBHP8hTTZFHehsCTFZrwasS4+rh5DqWue1VVvWvFBEDKaGuTZcZkLMbgKKlOyCEtReueIwbpVnSplek++fIdef49/9edomaqzbMqtRVGxXJw8k2Uzvs41pVPEyToBTNH6s7DNktnkdvNaN91wNfG7d38/9Nf3G1NLWqjW0EvM83RiDYzeOZzfkJtNVdZwQ/jPGKI/fHycoSg2kalBpdtEr9boVbbwrOqP7u973f3XWnLV6eYWrRdufiTslF5aT26Lu2DXb9u+V9Y4c72IGibtwa3N+W4/t4yE+T32fldjP6031GY1UL9nTVJh4UIrAzbi0gaRs48Uuv6ILk9rgrMl5gQLwVJWWpScSuFy/0DSTAx2nnGqeYoY8N6SydP1ien6hHceIZOne3T4At8f6W5fIg9vrWSm7TuN1RtvZDUudmaMncOHUGdc1DBPxZrDQqy9HzY4SFwgTSPzdGVJZ7w4Ltcz9+cnrqnw+O4tc7I28FSlMxclODhEz20fDObc5sK4mnCj4Gr36LzUZHitIrWgT+pTK7Wfw5LmtohZt/wDTrZns27AbgVfGeDLgGTp/APTd/+O0+0vEN/Tkn1rJWK/FwkfyPP+F3slbj/r8w+J7Bip6lufheOb77F2SkmFGrT7YfOy97kLkzLDkJjnq6xh+GpU6nrUS/oQo/T3HR/JR5EolUB0c+XtTxvlvuIN6p2std56odJajOtn90otzUR/aC/WRXNVqOoNu62bRNaL2RaoXgqlyBqOrEai7VK7B4BW27NiLiwGdYIFVtl6EbxsQ1/t/KydvQ2/sT08wXlPd7ghje8RUZwXXACPQzM2GHkRfOhRhXFeuH985HQ84CRY9+iUCCESWyVAC+P1kcvlHu89wcNy/5o0fI3evGR4+Tn++29wruBUkWy7njgHPiAhGmENYlPXO4OF44KFkRWAFbx1SDZWKsQzjyPT9ZHEiCY4Xx55d35CCvhyoRfL+SzFjGYphUPw3A2RQ/TmtWil/UfW3c45oevgPFX3HfMaWkXKAAWsAk8zDIKRzNRd3vmaw9BWbqzDepzJkRV6MqgjXd5x/f2/4/Dlv8Tf/Qn4fjX+e3928+S3zalFmPacN/lrxum5+TANldZO8AfCjVVvaBuJrJtg86jkR8nP59/hFNRt3vu6LWudN8JWofmYCOQjAVc2e9StiZ/t27TdHLKWSMNqA3beQmPggXXXhR35TdXmtnayc5EUEFcXVvQ5SL5ZBSpke+fFlRpybAa0WaKWeWZ7uGLeQdl/np0xodCHWiauT2qLU7edJOcq7FIYugEXreUbH+lPJzIXuKo1My3Weu58ZF4WputkkGNvuJRpyQjWdBW7aDF8iDw+vDG8CvDpy88ZLyOv374myQu++PrP+Oab36HLjOREWqylOOeCdxB9TwgRVw1G19lowDgcrceiFEjJeiGqF+S8p6jj8e33PL7/hnhSvvvuW354944fns7gPMfkuOuF6CypuBTl2EU+ve354jZiIY63eaBihfHcZm044ebguYzKuFhptzPmnZoYN7Lb4D3XlFaAlUiHlsm6qKVOH2+GXO15HjoLDXKGoVspnykpMT38wONf/F+4/fP/A/72F4gb8E6fK6Luw82dc7kqR5XjKgNrxWEXjrSdqEWsH+7qKxVAPbN5TO09duKmeQV9JqPmGtrXlVLIuW2Om2/zgfT/8TwKV8fONybhtg23xMuW+JPtavavAdRxfexusmExbC2qC18/buHM7ny0B/H82loUsvcIoO5oPMdTrEaO7TJWm6xbHLcSkdTfVigZqWxhjLD7YLt2kxAcitcZr09kLcThhtOLhJaFy+NT3VmtsS5loSwjKp5SjKIupULWBCL0w5F+6Oi6iFB4uH9gnmdOx08I3obbvPzkS354/54p/ZYv/vU/5Vf/4r/i9be/4/7xHpYJWWYD7/hABSDTD0ecs3l7cTiZ8RAz9jFGQ1QGTx8jSODN3/4179/9jim/5dB5/uIv/pLHxwud89wdB8ZlwddcgACyJL66Cbw4eEK0AcjeBePOFNA8mxGWGho5x80hUYCpFJY00/WeXMwzcRREIsH7yt1RrBzsW9gkz3AJTqCPynUpBKm5F2+JP5uoFVHXsdx/z/W3/3eGL/4F/ef/kiQ2i+XHO+9zldv2nq38/9wHeP5ZXeVo25g2b6V+cq/87Vtkl2dfne7NpdmpR6VrLasHv3Wutjb+5rj/sQyFyDphqXmC5n7Js/cVLbseD1s4i6vt5p55S+uxd9Z2Jnd3O/r8GcEOGdeMR24r2R5YdTxaRroBX9b0RftuaafdL5/uyuJrJmV3H/Y/61FYbZ15NCiBRGBC0pnQ3aBpYZnOpOVqRKpSS7+lUIqDUmN39djErWQJOe8Z+h7vPUtaWKaR8TpxOBzoepst4WLPFz/7BaV/4jx7/uqbv+Dzmy+4/fRLZDgRLg+48Wr9EwjiAr4/0HVdbTcvdHFgOBzx3llfRvQchsHmrZbM05u3vPnuN0zlkRwSjw9PfPfdGzMywdlOVqxsvSRb81AKkhekVlCCOAykVKpRtvBjHTonheitpK5qHlAsIHVNjJrOYPnmDWbwhrgUKWSsJLpt+cZ7cZls9rSTltx2qASKenIS+s6hT9+RuyM5HnAv/qz28DRJ2ODRa3J7J3sWSuyUtglDhQZYPn3Lt5jHYJ7K6jU3papy2uZwtF6plgtsYVlwmwfT9KSFJ20ur+T1gnaK83FGAv5RQ4q3LtHnXymrK2/Jw7K6jHtXq1303rTsf94qDM9/s8Zku0+3bpH2oD4s/5it2qjxaDtNPfPq/u2+ahsutHMJ93/X3EeLk0W0dqzaShg0ve4AJIKOSJnw8UDyj2jJpGW2ur1Yi70WSx424mLEQFd5STgPvQ/0XUfJmWkeuV6e0Cy8eNkRuogLAR96Pvn8S0Z/YHr3yDevf8NNf6K/ucEPB1wX8dcL87KsxsJ3PdGGbYI6uq7neLB29+CMv7L3VpGY5itP999z//QtHBKlTJzv73l6uhrdvheW2qNRipCw1vUgNjbRCG+UEAOaF9qTaAA2356HlIrgtAeZs2XzfZ1cnrKts6+4krYpOFfRkprJyno+qeuZEmikGqTabiCBUpxNEFNHmc+Up9+TYk93/ByJNzROibLKxiZbTS73IYQ82+GrHInJ7N5ItM3GOq+3jasNuRBp7QVup2FNdu2cXmyDWlszV/luirCHJ27qJ6s+/JE8ij1dHLpBQ1VlI53ZuwsVjroaCdw6IVoaTRjPP9JiqtWUNG9h94+WONK1fmILVyoIseHlywcG6dm9wDMij/Vo8XgbSqxrrpmWmnVO6ji2iqKrT2Afn3rvCMxEnqx2DyzzhXl8rPBpR0pPOFnM+/A7g4Z1j2b19IOn6zqCdzw+vGUcr6SUOR3vyGpj+cR5JPR0dwfkktFwBj/ym2//v/zq63/O3c0r+vgJp/mWcZqZl4Ulpcp9ac/JiXBzPHE69AxdJIQKcDrf8/TwPefrO2Y3svSJ5XLPPD7xdD5zjJ3N98yFccm1lOlskpgUG/K8aJ0wZizisybEmQrk4s1VVmij/LyXOk5QWZLtmmnlMPHkoqv/7Z0hEZ2YN2mU+GZEXK2YZHM66lPe2gVEAirGtn0eE10f8fMTcv/XdDdfEl7+CfgDxXlErAmtrIagKq3slLfKT1WWTah1U1BzNNrv0npFTROUssqRJXBz25pp2yjVq0ftfCY3zVhs3vGPN/AKtKqxR/pjTQpbk1zCTonqkjUvYluSdbGsQqG2e1rGiVJs11DZFlTwbB1w9sqaH6jWsqwEHM9dKUvcbD0a9cXdtMDNGDyLC9erle09+5xKPZ9bIdxKKUYE6wQoNlVKtIGtLAPf4Sz00BnFMBISeoabT02Z3r8hTRMuLPiYWGZqrd7Kdtc5E/ueLsAhCo8P73l8eoeqDcs9P70GfeTm5oaXr4xt6fbVJ/D9G5YlcXt6yVIKb6d7JgcvugNMDwxdYBh6xL9AcczXK6h1sr58eYfPCR2fGNPIPN3zt//p35KiEu+OvPrqC97+h2/4/ptvOJ8vlOA4DoH7a+YyZa5L5sUhcHeMvOg9R+9Imihprl5YqfM+MyUvZC0ktRGGYIOQLR5Jpjwq5AVKZ0OOrCvY/O6cE06sizMtCymZnBVtvl1LrNtPzpnhaHuZUtCSceLpo2fJmXEuiMuEOFPu/xMcXiCHgJfOmLad4FdZ3zIQrchlhqzpQP25Ju/Xyde0/ISFXy0kWZP3gG94pLVpa/dLbe3yDf7Nc3e7bY+yMWqVXM+x84iKVjDkTzw+mrhGy0bM0a5e95q3lm9qEXT9VXut+gCq4BtIxRbCSqqmpGsIsqIsG3hEny2q/fA8VGinaZZ8/7m1u3P3+RZSOWkPfTN+pRo7sx26JjsLijg13sadz0MFBIHiNBPIhDjggiDlFskjaXo0UtiKFbChOEouhVxgTg5UGDpH9AZ0WyoRLlhYIoi5zEnJSfFx4HA6cTqeGPoDl8uZ8XIFd8bHA8PpjilELm9fU1ImxgPBB+brGSeOrj9w/8OMC463r/+ON9//jqQL33/zN8Sh43h3w3h94P2798ypkHDMi5ItKUQfPYdOuOkj0UEIgeNpwDsoZeQwBLouUHJiSXl1ohF5tr2UUgwingslCxRPXsB3BhDTSkvYlMQ8VjPSRlnYQsJtAwAqI7sBkUpVzLYfOOeQMGCwdmFJSri+wz/+liCKHAPOH5sU03JvezyQrD/L+trqOVRYdnG7EZvrdrfbUJ9p1SanbbPdZF5XI9DCkPX79+ERZqdKnS3SNjPXdOKnRx4fH3q02Ebh2UU9J4aBFba7f012NWOBXMpev2r7ejMOtQ0d2UKb9caaF9HCgebi7WLCmkz9wCbXa99dd/3txqIsNaEo6/2uRqbtBprrszVjEf1WPDXj4vBS8GSCFILvrWMzH9HlaDBpZ9R/RtDqcGQWrQ1RqRCCo/O2+y7zRMo2nAZnrr24QC5Gk7csCcXhQ+Tu7gWfvPqEaZqZpgX8mdjfkELksXgeriNlnui7BaeZ6+N7UCWGSLzvCaeB77/9W7775rfghKfHR/qu43K9cD0/8v7hiSVn8g7zEoKji44hWG7AicPHyHA60nkHRKK3pOKSEkuGBqbyrra660bNoqrWcFY3vJwhUMFVWh1HaZ4DazhbH68Z8X0EUHVRajWnAg2gJuedE7rDTR2QLKhATgvl8h3Fd3gX8YcvrcOUjYEezGA1+StN0nS9k+d/iq79GMrGRPV862pJUX2WcJf1ZvYmpW5izVKs+bMKZq+bWm75EyowsMn1Hy9HsasetBekLlrrK1jvvFlO1oWhZnLXe177OBo4Sg2/vy6DVu9icymFLSzIartwq8bYetlgmmeZhXpdZY1zf4yjX1Glzdtpnf5iXo/lG01KvRgjVbud3lfprfeCgCfRuUwUCMEQf8SeHHskdIjvEdcjbsG5GZFUmaft0XfR4Vwhp5l5ntAKu/YSKxHvQMrKZZx5ejozzxdSKXzx5Zf42HF/vjL//geWx3tc6HmB8PoxcSkHnA9M4ri8/443r79lvjxSlhGHcnj5knEcGc+TcUAQGRflOl/4/s1brtMT4mwQ8c2hJ4mnV29doN7b/Iz+yHA4cnNzCyjBdZQ0MS8j16VQ6HBSUYSh8niSaKpfyLVU1Z5NodQOUATE02ZKAQZoI+0UwB6c7eK1x6gpt3Uobx2zTgzGfrx7STx+jmiC+YGiV9L1Cad/g89nohTk8BnFdZTKu7JTbdbqV9v4qmFq+bNtq9LNdmBiYefZm43NI9nrVAtt2r23KWQtabs1K27NannHT2vnaOOv9hfxDx8fD7haZ3bANtykGoV2wcDaGLVfnNXBbK8H2qptnsbOkMi2GPY7o2GD3elosZpBc4E1ZrQQoZ1s+9Zqk9adQKuBacnYUiyf4pwQvWPWOhlNFe9qeaoa8VwU9cLABcEwAd69wDlPLw4vXf3GKvnO0x0/px9mYrzgXKlANlenSFmMOnRCySPLUjP/rjceBoUlF0Rmog/cv/sOpHD78jN8f8fp9lM+++wLfv3rC3/xH/9/PDxdeXj6G96+fUe8+xmUxMP7d7z5/rfcv3/NNJ8r96Xxhrr7R0MwOqHzRnk3ziPzMlleAMvXxBm0jNYkRqGkxLgIr159wtdffsnt6UDXeWJ0nB+/5zJdmOaRGCLBN+JjXeemaPHW/1IWcu1ZCIDmggt1tGGtCw5DvxpmVUF8h4gHsZDGieFCpPbm1JGl5pE447lobdZOCsEL+fIDx09+SXd4iRdHmt7D9I7MDOMj7v1viOVKHF5CvCUxWE+Is5DHyHbyPqDAkvds8rzTzVUzim6s9jv51KZDbN56wz/Yhri6Lbv32XcadmjnSciqZVA9jT9EO/n3Hf8Ihiut8bxj7asQLPNe71J3r9sG3rb7DbXfTM1WOcitotO+qArvFps00hPdvtl6BeoCbL0iLXPcXDk739ZUukZ09ZtkxUu0RS87qx6dtpnDlmythqL9KThEFJ+vkB5x8oTv7ojMlqBsYZNEnD/gw4yPPd55vIBzeT1n8I0MNrPMSlbLeQSPua6V/zNEG/0Xux4nwvs333L76bcIEPobvvz8C/70V3/Ct9/+nvfvH3j35jvC44WUC9M0UspCCJ6UfK27CzkZuKuoQlbSojUvZTT9TitGxpmCLklRMp0zQNbxeOQXX3/N3c2BGKNVe8rINS3konjfVcYuRcTyLVvpuuZgtOZdSiGr8WRqRTO2kIQOQxW17ds7nFd8EZt4XpG5Nn5Aq+EH8a03pGYXilIcqPO4MpMefkeURLj7Cn/4BWW6RfIVKSNZM24+g4s4DDKvIZjRsVh37QsyuW+5ilU62RoZN4tRnYTV82jvae/Yy2Q7ijYuDt0R00hbvhW2XtO5NE0A88IpdRr6H424prXY0mIo2UKP5jHtbsqs4rN/bT/WxW2f2RyKNQagTW1upqV9yb46LFtou5npffFjR6S7GeHNrFcb0vwJW1pXERFVOKPT1Zq7uhO24mxcdwwBTfjyhCsPeLfgvK/lsxrKiEecEdQ67w0e7UOlsrfEqNimR87F6PdUrP25Gr6W0Xbe12nnyjJPXM8PXJ/eEnzkgHJz8xm/+tWvmOfENM3cP7xnnn5gnhdSTgbmoljZ0AlSoEiL7U2Ich3FsALsUJuMFRzeN0pBT4gDh+ORly/uuLu9oe88zpvBmcbRynAuEF3z2jLW7Vuf8TNDUSquodbQxKpArlIb5KKUVFqWzta2JKtuSH2faYvN3xHryrRmvB08eieR7bkyP1Gme0q6IRzu8OFTa0HPI6SzSV5e0HStG+WAEeq46mk1oTMJ3ecG9vk8WuiwvpNNf9h2+53kbh9VtbCinWQ9n+lNaTQL9fPuufhXI1ON5B+LuMaSeGXTTlmj+upcVwtaL3o1Eu2exBRmI5uxGnhLkDpAHRu+QWtdGUOFqjhwZbXYm+nY1H91sbSyZ+1ilPV9uksAte9RMwDBOaKzIFip80u91eGN+Ha7fScQnX1jaa3PuiDzGxwL0t1AOGDiEGjGAgEfhNB1xNjjXMC5RIyshCLTUsE3lpYnqdHKUSd6G7O0Y1lGm55+vGF8emsVFAc3L7/g17/+M57OV54uF969f8vD/TvGy5llmQ0R6RwiCSEjlSbA13tTZzvUxrEBJSeGbuAwmHFLKXEcBu5u73hxe8OnL28rg721z6dl4vHxPTlDHzu6GBinCaX2AzmpTU51hkcxQ5GKGg8Fxn+Zc8F5S3oWNZo+V8mNVAuk1jmaKWTrgnWsvCmlgBePM5baLbdRNTvnYkzcQJkvLE/fEw63xNPXgENzQvMEy4OF3mk2L0bj2pnrsAY11SZ/7GSNzVDIhneo2wfPTMYuybh6F203Yzsn7FDDjfmdRt2/M4li/ymtma4aiP08kJ9yfDSOwgaiKDhoPI9aCrJrfik7a7V6G8Jud2+1YLFKh67qvXZ1rrMKWijgpNK6NXdpc6xWt3Q1CDxzZ7bl2My2Sm0yqi83d61gNfouGujHyknGrCUUijOjsQ2P1dp/IHUYjLedMV+R3CGhR9WR07UyD2WC74ghVnShZd37o4e5MC3KPJsnkTH8gGZrsoo+VIH2+NAzTRcTUhd4vH/H4/0bm1+q1mz22Wef8fkXX/D+/p739++tx0I8l/Mjl8tjdfONGr/Uen+ppcdSOzzXZ4gp5dBHThXmneaRX//qV7x8cbKhxBVIFbue8fLIuzff8ebt7zkc7+j7Ad8diAiaJ7wUU+xkYWtG1uFEWbF1SOZxFAxNWrdMSsm1actCkSknCwUq9Z8IBK+VRc2kwnkbizClhCtK3/XVo3MmRZpwXutQ44Be3qJxQLpbXH/AuyNLflWJgxLChMzZaAwFUuWF2Ot02zwV62x9VrqsRiCzZsfYfvv8WHMTf+D1XXzCxmO7nUkItOYyFEoRnJa1e/unHh8/UrAuvnNqiluPjVmb1bVZ76TqewNUASshiK53a30CWzVCnwtqKTbwq3FAVuIVu9/mKZTVeJTa9l3yLi6pNstmZsqaZymqz7v0oFKdYROxRayejnEwDrHFRqZYgYTHAEASbiy8YHsPLKAJMH5M53ydn+HwQYhdx2W6MM/KvMCSTWmMpt7iau+9YVicrtkp5wxB2XUDh9MrxEVympgv7znff4vvBj7/4iuu48z3r7+n5IU53VheQBw5LYib0FlZyoIXV3MDufJMVowBioijCwHVTCkLx8OBr774GV999ZkN9CVXLiJlfHrH/ft3vHv7FrIn+ljRrEudj+rw3ohpSl5qt6PBrCnKssCchCUbIa9Zh6pK6sip1Lmg5qTmUmjDsUUU78qmO8UMu8mg0CRE1WDfNq1eqsFPBGdsWt4rpLP1vXgBDEchzlHomYuRB0mRFY/xLLpQ1k1mK0WuMfX2B2rP1GYsVi/CtQxDO+ceT7FVVLbEf1XEHSzAPMZgOT6E4GwDcmAl7p94fHR5tMXJq4vVqsfNE6grsblRu4XDMtGwlX20xsTNAIjsl2GLXRqeQtZqytp1smZxmzlvC77V0tuVSXXN3UogU83b9rnKfWAoSQONeVxNXNrs0QZPVpqFFrxmKpQHcRHa94ugaamGs/FkWEkvdD2xPxC7K04u2zJUIVsBQRV/UopxkCLW/xCCI4SO2B/oDjeIj5ScmKcnrk8/cLj7ipvTDZ99/gWff/4FT4+PDIfjCnFPi9/miqrtjsuy4NU8xuA8beCTc+Cd43A48vLlC169uOXVqzuOxyNCgpLQAmm5cn58x+V8T1pmnIursSmaLbwQAV8nmntvRL2lWF4mGdw7a82GaQ1FGx8qamCsClJrGperB2vIT9uotl14LydS54JKnc9hcqkoWpKFjsx4f7I2eE1IHlEcQQKFUNs4/YbB1K0jY5c2WH/HJprrdWzXpaunrTWcqD+Zx/HsRM1zfvbp9b2bV77eck0D1LyFbh6sKhs3xk84Ps5QiKyxEEXqrt08BrX4e32zrgkbrYuhNWO+LpNst8rOO2m8FlBWbd+mOrc3tc5RXQVgX/BpcaM6o5zT3bkbgUnzZDZDYeGGay5QNRautkQ7MXCR5gUvVvcvzqMEXFYcC05ny0ZWg2ZTtBdzcSptvhmKQBxu6I8j3dOZ4IRQkZ71bZaYa4zipRK9WL23hkddnZ3Z4UIPEkjZmK8Qx3R95ObVLZ988im//OWf8PtvvwNfmbbLQp6DfV/NTRhMWlG1HMgQO8ZpMr0Wm7b16uUnfP3zn5mR6APBiYWLBTQnpuvE0+N7xuuZtd9C7NmXDFpT81onHYuznI2KdZ3OS2Ep1lPRRu45c1NtpxRlKYVOXa0A1fzYJio4Cktphr/JGGhxUPzqirvWdySVv1UzmkfIZ4L/lBg8SkHzhGohdqfKeh2s8U1dxSTsmMB3FkGkyVCTv7ap7rVqS6zChqK07FxTj7b9PvuPbW27D2u1OfvAw+47s6akq2fRpo/91OOjDIVUmvf1WssOttHiWNlw6y3DCmCTxHWdJSD2Yo1O9p5J8z5sCV3NEzQDY+XGUhOrLRX0HHvf1k8wD4B9FQN7cHvAVWiVidoX0HWBlEtt/xYOB7eS73rUGKs1m2EgszAgPlSwWKLkEYisDyrPlOKrNHsQzzC8IKdMXhbO3RtCdPTddv/L3nYKRmdPWNfGjKhjSYV0vnKZvmPOyul45HgYcG5kfPiW2A30wwv+2T//F7h44He/+1u+++4bqwbMM+M1kJaBtCxcr2dLUuYEKIdhwPuuGkbl5ubIp59/zu3dHcNwIDhQcp1qdqYsF+blTOgCIUVyyYQIqjMl+Yp4TMRofrJmXT3E4KEEZXZKyS00tKeYclrzQDhYEiTf+m0KTjzFGhpqvqlCtqsh8FBBXYVGAq1FQTu8c3Q+MAwDXYgVubjQeyF2niyOrIKnIOUKTvHi6GOHUxuMnLKSKqP5sy1oF16wvtpyDrs4RdgIaao+rOIpm0ysBkaaTsl6vr2Xv5/Xux7r+rSmOGEjpP6Hj49LZtYMvF2DVoVsdwGqblPasgNRtXhqZ+vavzbBf/41re7cGnlQjMC0eh8WttQEZsVpbA252k5SF8XVSkq162tXqyXtnDeqtFBzAtFDdK6yOBdyznTBjJVmxTPhJON1IcqVyJlS6gzPcDTiA7FxgSVPLPMZ5FiRnYYnCN2Brj/QH44MN7ccny7kfKaQKAK+CEvW2pdgO0EI5ipryWTxXOZEHhOqVw6ngoT3hh0IkZgSj++/Iy0z8fASd3jJ1198yvHQ8fnnn/Dmqy8Zxyvz1eaLFFUe37/hfD4zjRfm+UqaRkJ3REvCO3j54o7PPvuM0+lAjAY7n89PLOMDOY1oWZBc6KJH+65WNAqugtVsd10gm79XFLSk2mgYEC84v9BVRTdIe92MioHdfD3PvCgEoQs19+QsNHTOoWTjxvSGvFRVltna3JuEhhAs8amWs4oxMBxONawodIcjLga8ROOl8B2pRNAAGPZkSY0XokpfzR21UFhh5WzZq6TJ9g7yvZoXduE4eGT1UraQpIl3ve8tvq6VwU0HtL6u61Q7rBLU8Ex/tKpHPbaOTF0TNc1daurYcgatLt+O5iltRkJXj6TlFdZCyboI7YtN8LZF3ZuYuuC6hUiglWm6rDlQMKFTzOVUNTCVjaIT+tCSV7YLJTEaeREhoBTJOC34ivq3wudIqchABIp4QwuCua1pwUUrLxa15JLvLGSIceAw3NLF98Q4kbK1ZmuqLdMKrQu7PfScDOdQUguNPGmZWaYZLbl6TsL1+oRSiOmKH5/w/SuCJk6dwN2RcQgsx25luT4deqZ5trmk88R4OeN8xInR550OPcehw3urXFwuD5RlBDUYvdEDmtfnHMQukJfFdjPntgphlQ8r1RWKceEh4gihJ5fZ+md02wj3MhVc9RpK6wexdbDwRWsKxBKmzhnPavHWIRtiIIS+jnHENLDiLWLfg1glrqQz3XBayXvtSzsrh6qwZKke1dY42KS5eQxr6N3KFjujYSC/VSLX5/uM3X79+4OwuirJj1i0d3mJsrNOZZevkdXSfODs/APHP8pQrKnGXWxUlNoy/oGh+sBqmVHYfrf+u1pJkbbgm0Ct9eSm0WvEtYEa1ghGwSjO2rUC4lC3VVFaGNFQ743wBqCv8yNAwUN2tsl4Cl7MbbWwI1dD4XA61zRbc20F5wJooSRTXoCSF1JKIJ1NxXYdMQz0/dGqIDESUiaqJfZc23W0XmMNhQpKTpmi2focAqSlDripxlkRlmXGuwL5ysw9ob/aKIGk9JIRn4h9LcGKow+3tBF3uSjj9VKNgOlJkMIynsnLlXl84vL4FocwdB7vbIfO4moYYNBsiiCa7bpqEplaZcg1gdliaDAQmc8LQa3ys7RQsckahl7NVfhLrbTA1tshqoRaXfLemyHAG5I1dvjY4b3D+YL4bWNxPljviRbSdE+4+wzv2xQ5pTibASrFytexhtmGIM3r1C4zAlL7h6pQrgaitRxUea961IxN0VKTv9uOXx1jO++zkGTnpzePo23azThoZZBfDdkWHn2Mqfh44pp6kYJbm6zW3MD6veZaWlu2CY1uPlO9gboIsnkGWbfKg+DIdTq61JAgq+LWykdrd2+V6p3FVY+I31GZNcyDHd7bFLKiRiMPVIpze0B93LwZwQhhAwuuJKSMUGa8LNWVreXiMq5Z+ISVflOaWKYL1Bh6mZ+YpyupOHx/AxiASl0gHA7ESkqTSyaGzJJtbJ8BkMAFwWWQoixpsR0PgdppORxsB8xpQXPHcRhwLkGZKXlmnq/MKbHMM9M4sWQrxYrvcN0A4tGU8KEnhp7hFM0Al4WSFtIy8fvf/SWXx7dQFk7HAyknYnhF6AJeHFF7ymOpHBRq0HNyewpGiFONhObCsmSUUgl8xVwI30NZzEMjoTTgV+UFEcWFrbStaohR0xapTYIB5wM+BJx4usGMmfc2ENl5y4uE0EBmSlpGhnBgGHp0uRLKIyGeUNcxixA0IRU050PEo6SkFTnqav+PW73U5h2r2nzUFje0xLhtgEYhiEIy+q7V+2h61d5r0g6tUND0Kn9ACNskFxrK3W9himwm448XenyQJFn1/Ufft9rO9kG2SUpuW4z20YppaP+ulIaWTa+ZY6PEN9y/umZpq6PWskZCbfstJmQu2YmsYMYWDyp1I64MSZulNte0GC5CE5SM6AyaEJ0JXBAKUiYrnbXW+UZBL0I3vKLgYZkp2XpY0jKRlkxOBeWRNN0Qu46uP9lcz3hkOBWKepblDZquaPFI8dVzKWhZTJnFoGLLvBikOnr6vqOkkXdvzty/89zcvuLlqxtCqJ2d0ePKCDlBnpB8gRk0WU8FF093uCVfnyihx4WenGe8Czw+PPLw/p63737gh/sHpvHKceh58fIOElwvj6TFczj2lsiMgZIdpSy1wrOVIRshXK4bTVaoY0TW7lDreQloNK/iOs6rAlTRWJPmqoUlZ2sVD3affWejBrxzFTEJMVZErChBinFsuurleCMSbmVYqUpV8gSc8OGAy4VURrKcKC7Sk23co4OgEL3xiuTq5eQKYEsZllKsR4bG4GUzUpY6azVl86zA7rt50qVunI135kM1a/f/4S+2XIVUr9nCumdVRtaA5ycd/4jZo9WNevYdsin/6nVsg1JN0bcKyBoWtHOImtsmsrrN6K7FthmmaiRWGPl6DTWUqFbLXi5IqZDpuqPZWwWcmgA5Mer6YANtvRO0FIKzTlQpBcqIlDNogrIgZcSVpRqOgttGIwN1mI3rDZJs2SO71JRqnT4juqBlRtwB3x3ohiOx67lxHf3xFadXP+Ph3Xtef/+acrmSU6YPHV0/WGkT4Xq92vm8r9OyEtend4ZEDBHnO2NrCpGui5yOHVFqGKQ2WFCc4sUwHiULmvvax6D44BBmG648nbme73l4/5aSilVrciGnxNB1lvycZkQzNzc3xNiRlpGUMiF2VUhtJGOpxDP2KIKJjrdnl6vbnlJd0wrMMk+iFsy18mf7Bv5zBATvAyFYp2jwvlZNTEyc36pnrVfHS6kKa4C21nawclaIIUApCaczgQx+IEhaUZWCEMQhwa4vYyMQc8Fkrypy688o2cBcJrpbsl9oOBUzXm1YczMUzw7ZAoctS7oq0hZY1DetU/Jo3s0zrf3Jx0dOM2+x1i6UqBfwzEq137VEZ2lJT2CDqexuUthp/XbOXflmjVNFa9mw9iooqzHarOV2zg/P3DpEpGbIvVOG6FZDYT0PrjYZFZAFp1dzhTVBmXBlrNdTEDLPCHlbHVxzFTwPzqHlUt+bcZIoealZ6EiIB0Lo8F3H4HskHBhuryT+Et6+pjw+WIzt63QvEeZ5xqjvbZc0vocZJBL6IynNXM4F7wNp6Iw+3yfaJEznPb4kiiu4OhncmrKStV47XV8TXSh5Ji0TTnwNRwrLvHBzOjJPyjLPlGXmeDiZW+4DGxrRNFbE0VjD2jQ1dV1lwTIjq6WQa07HPL1aKq09QFpHJbhKQOIcSLKQJngb0GQiaAAtJ21DcKuhcB4bjCQ1XJBdWN2kRFydtTsjeayDkivYikxWQaikQ868pLGNcZDWH9NQmUJxApVsWNVCSa3zS43hzJtHUkpN0lYDs1dnoRIy/VhfmtrtQ2xD1Faj3PSk7fIrVumnHR85KUxrf8fOSrF3JnSLR+rfmnNlfaYKSzMSuxpJc/21vafFU5v3slrJXKybEtiwF3ae5pbWL1jjsGf2SLzFr1V4umAkrofo6WPDQSS8JBzGko0riM5ImUEXKBNSDGuwVldsa6xgK8N5OBF86MhZKTqD5IrFMsVy84zzHbgOqmKJZLpO+MU/+Z9w+vRP+f6bv+Z3f/lvuX/zlnmeiGJDel68fMWyjJSSyMvIeRqZS+Z4esHgbWrHPCW8T9ZqnQdGNdYs74Suc6gm0mKekHlvuXaHBmIMLLpAKYTOMRw6DoeB6zjj1Lo353nBOZtcNpfE0/mR4XgwYuHYEUKsk9gtBFBx1siWlzWzhA8QHEEESiHPMyEX5iXV9nC3omHBStSGa7BkqZPAmAwVa3Brx5LMePtqTIILhIoQtbGC9lylVdCqZqVkOZMQMyF48jKT5ivBO6MzlEeUgEqkuIE+gDhLYc/FZqXUCNjCLTHvBpQ5JQ6dgs7MizIu4LqhejWWC1rSwjQt+4D9g5+qi1S9CpP7RitoN9JaD5rxWrVh53EDa1L5px4f71H8odfXfMPmOVgyL5nr1dpZHSCB1rmp2lxBqbtvczE/vIHacqw1QdSCWrM+6/n2x7N/7gxJy1FIXeTOd/TRmwKjBIHIjNMZ0cU8iWK5Clqjmuvs55LYV8OpU8YJlgCVmnVP+YoPHah1XM7zRJ7fkLIifmCaroyXC7iezvU4cbz+7f+Nw93X/PLnX/DF5/87/v2/+3/y8OZ7E6bLIz5G+m6gFE9KM9eUOPY9QwApI+P5Dcu8MByPQCLlzOE48PmrG2IM1phVUZ1KQnKBMhOi0f+rWNbe4ei7ntPpwOkwgBau02yUdinhdCF4oYuBJXqeHt5yOt1YOTl0TMtEG/ZbULyLlSGqIWuNcNkcDIfrAqEYmc9SEmkeUescswjfVYuvDdinHAdHykZQnERsuDGFtMx4Sm0YKWuo2VRISytHCmlRgi+kZWEar4STY55KNYSWfyhE2wtE8C7hnKO4OoWu5liydxaaCMwzTLXnqe8ikcLDw8hSQCQQqrfTqoZLxoB7aznT3J9tgpg8Cz20VRL2VApgz24NQrZek73XVLv0f/LxkQxXluFdjdEa8+jqbWjNwKqwtp1bgqjRkbG66iuwyrGecx9/6Qq93lyK7d5+bFDMidm9Q6nJRtmZierWAZqEydsO7sRt8O1SQDNakuUjtrrO7sTmhq69C9Sbw4FzeOltGK/aLo1ECoWcZ9J8ZpoXSnFIODLPMylbUxKqhHgkdrcs4xPiF8Qd+Nkvfw2qPD68Y7xcyCWTloTz1m5+PPQ4Hyg5M+aLEe24QMg9UcGHwGnobJet1HLiIs4ZOMnieb+WjnPKNW+Qcd7RddYmPgcb6Veq0QNTzBACXYykZbZmM7FdtcwCFfehXiF4GkGuUgU2FUsGeisrO68WGlAQ5vXZrknGUqd11+ftPHTek3Kdh1IHEjlnQ4fabI4mh8bjUarMAsVmkOSc8cWvGA20kFJmXjK+g+g3rI+TYt5lrqCy9XW1XIViSWcnljtxQk6B0A94Ne9TxLHU67USvcnPXke0ekW6bqA1D6d1TTWvaGcTQVeN6N6b2Kgcarz7n9mQ//PHR4cez+i5tOUknlusFn3srn5NFNXbZjUJNYEpbv+7doP1Z2npCq3dpvVbqrC1EGX1eerHKr8ubchMTXFQUJxao8yUEv0iRAfaGJDad9cFlvXzLc4uVtYs1RVcyzQtEGuWT2kDf+10rUKSyGliWa5IhrQsGJeALZwZz568jJR8RWWh73uON7fM02h/lkwqBa+WEIzR5nDknEm5GoIIy5KIybAdMdTZFK2F3XnEJaOg946CIjnb86wGMJeCOJt1GmOki4EYPEuy72rsUd4JIQSW+UpKcx3xZ+uRakm3qOUGKuk9VDTjknPNCVnyMgQhuYzIUhWzhpFts9CmsK1aZXR2sO5LNqzYOeslQaqymGwY/4c3oJc2O6+Vm7PUblZrXc05s6RElxXvLQEsrYmOnZ+6A0CV1duRlTpRRdBiXcPNKORSCYq0YSt2XC3NxYZqJJqumVerpVRUa15zQQ2IpWzeNs/yidu1Pt+V/+Hjo0OPBoBam3DaNdFy/5uit+yxitaWWVkfSjsaWEaa+7QzBCs5qb1zl2sw1zO3TPU+hmsCVbvlWlSmgFYyFKnsR15BZ3vg1ozjif3Omq+eiAB+TXrZNZtgq1NwVrOnuuu51sNLsRxNyUpOM6oJ7wohemLuMDyBISHFdZWOHpbpiWW+Iu5ASgvX8YHrZcJ7R384Mc0LuTytcN1pziypsDXGGXw5p5nr5QoSOZ4KuTiWEi2zjnkFllZRxAnTNNbOSrs/7wIpzfV8BnFOOdHHCdVkSrSMVm6UmrUH8jJbA1YdR7BkW8cAhFKfnzgUa1Ar1yeWZPJj1YuIDwXxS+UNacbCnnGuxj9U8h5DdmZLCoY2TYxa/rTAVYsNS1JnOaoYD2RXaK3pzguNcCcvM4t3SD9QsvXjzPNs8q0GI5cCEqzV3Ako1bCqUNSj6ip7WB2646wCpzjmpRglYcosa6K/PTu3aUdLBtd8nkgrk5u3qzkbqEus+dCYzc0jQqRC6HdGQ4DWOb1uaj/t+MeR62oDKNVyjJOV+GQ9mjfgNlbtPww5bWam0IqM+3et+IpdqUhrr4Zb55mum039z95wtP7Q9qcZDVYUooiSS2ZaMvMcuOuhq4Jd/Q/2lHZFXSVIaVbfWetz3Y1K3TGzerL0KFd87ECUTKIBv1PKLGlhniaWlOgPL8EdER/J05Vxeo/4jr6/ZRod8+UBNHM49PgglgRzViu/XJ4YrzMiRrPnfMR3Rw43rzieXhAPryjxBZMKmgpQ2+K9lVbRRNcPlGLeDeKNX4KtdNj3kWnqiH0ko/ggjNPIcYhIiAStoV2eKKWWN8Xo/nJx5CzMqSBSKBRUlNg5QuzNG8JbGzeKVPg1mYqyrljcYhtWKoovlcoPR0pV4cVCBEqy0NWpIWznGQkWYi6j0QAaR6jDh47iAjk1f1BZ5sW6cp3ilswynuu92f3EruAItTLmwEdSDqRSPTOSMZJ5SAmbllaUcSnMS2ZKee1jyblU6Llf97pnIXRVbqO1M+nJ1IBYHN5bCbqSylY2tuZka92AmuRTDdNC0R1s4B84Pnr26IetqU2xpd5EDUy2m9yXDtcX2f7dwpedgivyzKjIeh6enePDktaPLKRgFHU7I7GH1TZXf5HNqnvNBAxI0wlEpHLo15BAQg212nVrLaXZfM2ck8WN4lcwzZIyhUDRRNaAjzf0TnBJkVTwoUemEaWwLCPTeMHFgeXxCXEZHwLRTxwPkRAcyxLwkzVVSU12RR8Z+pF5ntehPNEFPIBmUpq4jlfAmaDHjsJCkIz3PT4crAoyXetW7Cs7txpoLG+NVkjraVCWJbF4V3k0LdwouQBlzawHF7FWbPMuvNQkorNNJ/qOeZmNxbpCn1dXWtf6yBZqVte7ZCPxiwEzTDvRc1IbASsxMH5zVlXFqAeqi1pyoUjtCcmJkqxS42fzVMDBbM13OURCjCjgccY94iJaPMmZQfX1OhKOOSlTMsauVGDOsNREoiLVSLT8xH4rs2szGLqVgR1GnGRYZzMMIsHC4F0V43lTaNOtDSquOa3NhT/1+Lg2c6qSraVNVi8AWr876+vrT/snuDvXs3uB7ZyyLVU7TzvHaiWfLQY7yn228GR3bev7dE/Ya35MThu6bUTpPEgQc9MASsNMVFIbMfdcKxmsoegahVyFtYvU5K+xN6mCSsD5HsQZDXy20lZuXaI5scxXJu/xcTAui5LIy4UYDIjk6u5vZdwM2chdLQdhjWgpJ3I20pWyXEmTkGJgvAZ8tGFETo35yVfBjzFS0tWMYs2x5NpurmrKZi6u7Wy+5iXysrB4AQI+WOhQ0sIa8GnCSVqbxop6KAtZs3lDHZbsVa1jC6xsuSXrnj9oLbJiZ3LlnAjhg+1L2PIXNd/SwoQmp7oKVe0RKdl2dDXTkJMZeMPMe3CWaxLxiCuWy8nGFSV4Y/NuuTqxa5uLcp2VOSlLbrNR2cnkVt1oCczmU0st8TUOVNO7stukpMrhVgZtG187r13PBiGw9WwJUOCPxcJdfaJnJmsDUgmNNKJ5GBv4ajvWfX9N2tirqwFou9V6/nrq1eJWEWzGwhmQ24THEidSa8hlt+tvl1+TQRZQsHW+2nVMqlwX46XEGyFrUAHNOLUuSO/F3LwidfETNhfMmbUvlglvD86w/sXCgdChaaKMV9IyMY0z56eRIjZdTHNCinL32c+IQ890XZiuT9y+esn16ZE0XZlHAz/NUyFlNUp7dQy3t8RoCMVlnknpiZyNmt/5SCmO4TbigpLygo8QhxN91xGcJ1WeBnP4ClMNy8CEiyqcHogVMr0sM62npxdP1/XkeTLDggIGfbcOj0ghGu1dSSCZvhzxwVxj88oWM+Bpqd22ZUvwqXkO5ilinCGqdLUZThEzJLUb1NUeIeO4NK+mqCOrw++9Vi2UPOPDobr/9ryWxUITFQfeE6JxU4iCq52rst/JgVSUpRg/xXVJPC1mHCrXor1PDM9RasLYwWqATWZkfY/zbq1sqJaaSzMtssYxC9vbDtmg381orT5Yk33NIHlnlH7a8XGGwrl1UdYwQ/ZhxXNMg9u9t1Skov37g/Pua7xt8V07o27/la3z0766rWxzhWvip2Va1ypLY/ip06bWEKl+pRbIbTE9j5pIxZFCh4SBI5OZAMmUMlsTUC1vqXTVUADikHAg5ZHz4w+I6wjxRDzcUqbzyiY1LUrOC8syW2m0FG5Pt6ALWhLLMnN5uieEnsVdOT+8wXeB4D2dd8yaSNWlLrUDsxR492ZEvCVWu2jJ1dAFkMCyFDIT4ZjwOaDOcffiK24GD5pq0jLQdQ6wCWWal0pYa4lKQqCkd6CJ4ODYDVzOT0zjlVwc4ga8F/ohkhclV89C8wgsOIK1cCMstfnN+wun0w2abZhxHq1FPM1X0mxrLbuKRlk3k/rvpMxLqc15toH44PF9MQU394KUZ6JEitT5JTYoBQMsFcT1luOInhh7UKPck2UxXk7xzDKSSyaXDpWAuurVFOvDKTKSiWT1pGLJ4s7VEqcY4Y54c9rWHAM2IU7UStjBb5WPkjOkhVQKKedKjmPPwsqbjtJ6OZqe0byHuv1V3k2aquDq5x1z+SMlM700XHzDSNjrKy7CVYRiMxYq7K3o9oH1P/XQ6oLsSqy5eVXPq73PyrPVdWmhylom2oUwruI3VhdvNRjbNbiaB2qw+FSEMQmox3HEuZmo2XwGKQZpBmO0Eiszkit1fBF8f0tc6r1I5YZ0wcIINZYrCSeyLuRsyaZhODLPZ5aykMrEskxoyYzjzMN5ZtYnXtydiH3HkI/GVTFbGzilkLPUDtVUOxcFHwP90RGTwy1w98mXiAj9cODli1ecjgNlGSl5IueFYehJaSYtiSVPaJ7Msa5zRlULeZmt49Z5vIPgDeykqc7bEEV8JDhP6CIlTUjl1kg5k9PZBgFhvR3LPJK7aB5EWkgsiHPk+UpOE1lrnojmB1YJa5GNQkpKkC0HNV0WRCP+YCFk8JgRVmsqTHlm9s4IdaQgzpjUW4UDhRAHaoqEnG1EAM7h1Rn3pyxoDbecVo+38ls4Ih4bNdl76/+Ys1UhSsqkVNYStnkTtql2dVRlrmjmxma/ynZFXW5BekOWbviOFnY1IBeoPb9V+4yhy4kgLv1Ezf/oHIVsarj+x1zrBqha0wNrbKmb09EigBZ/bCd6dqzGQGtY0c7J5uatKC22BVidmbqYW3l0y5/Is/e2i3ge4ypW456Bq/NEBuxfCUh4F7ZvFezzDshlJZD1oSMXc+VzttZu6++wuH9eMrkILvQch97Kc9TmuaIGXFoS85JYspDOE4fjwVq5Y6AfDizZchULhUyhYhdrkkvw0Uqu4jyx6zmdjpxOR47HgaGP5PlKSRNoqcKk1Q03pV3p6HYw5Jxm6zlxghTjxKBhTlIiS510VkulDgOdKYorSnBKUrcmxjXPlDSSkwG1cvX68jKTciEVsVEubv98NvlqXkWudK2lmOFYlkIZfA0/rNFKi4UyCEzTSBBDanoPhWTl2ApWKmRE/UarX3MSOI/kjMtWHkYSqkawTBBUCkhZCZFTHeS0LLBkZUmlAqwq/oS2odWwuuZpSp1sv28OfcZgpU3Oq7/d8BO016Cx7G6FZVZrUvgjIjPXSKL+u6G9zDho3d0bKky3m6sfsg1fVwXdZTp2hmU7dymyAbF2iZ4WVrSJ1s2Jc7UU2wq19r0mrlu01q5h++62E6EmOIg1KS21ASfKgJMRYUZYaivwGquwNjxJQnUhpwtULgwbhJMYr1dKWaA2kV3HkYIn9gO3t3fk5QmlgmcKpHlmmmbm2fIf43XidsoMnVUY+uOxoiYTbs7okpClEGq/iasJUec74nDk5u4lL17ecXN7wzD0OMlcL/e2k4VADLFS5y/VUKSKbPR4EUvQXc+UnOi6gHfOGsUanyUOiu2EXuJaihTXoWoYEnWGA8jJRgMYP2Qhz9ZXkZe5Ttcq1neRCnMRXNE6V7YKecHOVfNNuYK+VLdJgyUlUF+rQtUolQxSwAXmaUS9Q72DynVqXcGWsDTYuFBV2ZKslY2riLMepmzIVGr/johHXa4DpS2HMS3KlGxjWIrBtJsyOdea7rdqx1Lh63YfO++czXNvu/Hef26Vwj2lf/OiVTfdhcbL+ayn+h88PspQ5GYU6jNremKZ3rLek9Ayspvh0/o/+/8+bGn/ft5sth6tJFa2Trj1aHZi+6Eebb/yq8HYwo/1xNbc1DLstPgOsJwl6gRXHJcF1J/ITjhS0OWK98F2AZ1N2Cs4y4XIMp+5XB/No1Cs7dw5YhhAlMvTGfEHDr2Bi1wIpFy9ABESUjEHwjQrl0siKZwvC2jg0FkY2B/ucCET+2w+z5zNGXUOF3rjuDjeMBxOHG5uOA4Rl0fm85VZla4fOA4Hu1dNzPNIWWZQiCGiabbn6CNoYrw8MgyRED2lFK7jzOW6cBwCMQQOvefh/p6lzLjjkf7mjhA8ZbkyjyPjOHK+XvGS6Lxl9OcFpqWQ0lKBRMqcClO2EHCTnZrhtxQKbR5QgyepOuZkyd3oYRgghKYKvgKvHCoeVQ94liVbHiCqJXvxlOLIGaIkk2nfgYvWAZxtfTPK0gieQ4eGSOgGNDuEQKGVQotxVjRNleoI13DOVc+3UEFZBQNgIdXr/iA8Xzko/5CeVPq7atR01a/9lsjaL1VUaxn7px0fB7jSLbT4wAFgb7Z2XlEt5ezCgzW2NHQkpZU6dTUs6+zEFsK0lEe9cakEJ/vgwa5v56XILqhpVkLNWm+8FWUdFsN6zZWjoFrCnDMLxpgkckKc58BbaxYTgyObsamSKwYg6gvkYu5pWmY6DyHY3FFOBRcCwUeKKpenB8brBe8CLg4EdSgRzhfKMoEuDJ2RwqhzTNl6IQphBRRF74lDMICa8ygeH3u66AlOIU1MUyZ2PTH2dN2BEHtyySxpJqeRnBLBe4KLFFFSWoj9wJIMcu7JDIeOUgrznHk8z4xLYhgiEgPhMODOT5SSmKcriDAMXS3DBmLXIZcLbbBuEAdemOZslPyiSFGuS7FSsnN0lcY/57q8CnPWdVpb1TzEO7yCk8xhEA6Dq1PAamt5cLg4AJ6UapkyG7v6vCih8xS1fEJZlLQseC+EVPCxEDtvIUop5BrneOewociBXASvNvcjqyOpshRX53IYT4bzgY6tIpGbYahKkqsO7bNyH25w77IgEwABAABJREFUUgF+a5KGXSGgKs1ePxuSeDMcroYdTWZ/2vGREO52AbpmmNeLY1du+lBJ2w87twi0wtYbA08rVcrmcbQE0TNPxngG9tkJsyerz1Kv01xYKjVZS8appmqTTDA3egzzXHY8H2tEZPkKQfB41xPlhHAGVVyd7wHs6v7bDE+wkXjig5GtACUvlXPLrslq+B0+eiRUKPCSUV1QcmXW9nT9wc6RZq7jSCoJqSXXNszF12YoXLQserShwsYyFUxQSmFeLIPvKiwYKvmss1GByzyhUqd5pStpupjHEyLLODHOmfPVMvG4du5QocTGV+nEkodFavMVzpi4JK/di6JajUQjOlYjro1GdGOVHSPrac5jygUNFhZKS+mLdaw7EQ6D1HWQVRYzugKMjAfCvL+WzrLZsdUfrgmR/z9tf9LkyLZsZ4Lf7swMgLtHxGlux9ewSWZRJCulOKhp/feSGtYoJQeZQlaRj+TtTheNuwOwZjdaA9VtQJx3+d4JSl3cGyciPOBwmGFv3apLl66lLVhRVzuX6X4ngOEIOv+zm18ZWUx/3dZmfyhhLdJqI5fCXGykXPozdQ+1vpbbPVHADk9LC/ZAAHC/D20DOKQ3BPtZa/ei2br+awYKuW3Inauxl1H9D7czftenuF3n/rix7u5ev3+PfcPnmcn9nbkPFp+/QX2Nym2AOOoNkc5tqHRXvg7x9BuqAadHObu7Jk5azNLO+8SQjjjTAsUcwjRhaSZ9l3Ho9KNgsnphUC2FZmIoonVwrfreYpqIKeBMA2PJr2CvE4O27MbpiENYSuH19UqVwHR8IMRx/+BFbtOH3vUej4JnXnQOpaBqWzGqZkSMgRQTwxChbtSysa2z4QtiMn4LPiSqFLbcmJfKsjVCMhakCzTTKlULxGg6lv0UNo3SYSBKoZSmVHKpphSmjMPclFyebPKy2ubbr6tjEri9K+a9jp+rP2tgHG/KVTgLg6LcDB3oUm8V1YIIOPydzL2tTesaiHhaheKy4k5OpQl7oGhih6QFB7U31M+h59b930LwpBiprhopzng/7hYM+h7QZlYPAB3J3XPnz9f8vn5vkeGGVUhfxhYg3L6ffk5m+6ceXyyu+4/9OvpbF5z4vbqwa9A3urc43d0OFW7OYj162texDMNqt1uwUB8GHTazCU7/ecC43dL+LrJFUn3fYW+r9u+4pT9KMxakyq54FaMqcAuQmyOvnsGPECxYSUPKi6kv6cBOLqtqU3QFLISQBjtlNqYhkWtgywXJK5I3BhN8USQ8MUs2/QTl7j+9/YbD6cS2Lqy58f0PLxyPB/1MigrYHB4ead5ROq6zZb0eUeYoTnUVfNAuyNuvf81pOjAMI9F7YOX19T3rPKsD+enIp/d/Zl1mmgTSOHL9+J6Xl4XzecX7wJuHyRzHC7k0XIjUsuJqJtSbFmqphXXLLJtQWkCMpqjDWrBWpTdX0SlXbw5iOGM67Ol50zTeHMhCcMQhga+MwTEFxzhEoBC91/IAVUdvTayroCu21kZMKjEYwoB0xMOWiA+WGZm+hWIoDpGISNBsqlaaKzSKcvBELR204hB0i9lAJFiHA6L3ynW520c6Ik/veH++mvc12jfYPWjZ96SgHrd32ETfcp+3Gj/77y95fDEz83OqkuzpeaeVNbEJzR1klH2o57MswPWbpplFNYn3/ZVF7soR+xYHNNHWldcPInw2Jervspt+I2TvA91H7rsUwmKF8UPkzhuiCUIgDZBC1yAwH0cXUDPiA14KtVwVDLXUmxBodVMdSD9Yx0OQsvLp03cEP7FthVLMh6Mt4CYtEUIiRDXyOT4MPH71yK//9l/y+vIDnz6+56cffsLFxNt37wjR0Woh5wyXmatoiRCHSdN7S7e984TpRDg8MB2eeHjzNW+/+hXTqEBl3i5cnn9gmy/08e/nn/5A3jbwERc855dnLueFdc2ICNMYd2WqVgqtrhyPJ67nyrZtzOuFt2/fEkJQijiRHz9daVI4xMYQIGfPvFkF6B0Bp21jrx/bUrX0c5YRCTo1qiP82hlIUWXqxhRIURmUIlkHuoKOv9daqKXRnDqI1aqkt2bEtXAM4CPSPKUKQ/RQGsXa2T54XFTh22JLq3N5FIh0BL9Yky2hqmXdvlA1ImptOFduOhh3j31lui7JaBmF+3w736BA3Vs7AC/3z1FhJt0/7P/Y5R+/ID7sjy/GKPQnWoC4yyikNXvTXV0HQ1h1895mQ/UiRXReoF+08059O3722APLXsbYa7Rex/UXsVTPuR0cvkXeHnod3emsk7Q+A4+cw4tZArieCWkdChoLUxSGUIiuGUlL25A4cFVbi/jC3r71Ee9HWt2gqRHwOB3xLrHlDFIVWBwiaZzUmEYKIQwM45EggTg9kLeVbZ4p2woIh8NJW6BBNRyapZx5WzTVF29Tm81OJ0eKlcl74jAwHg7EaAzIfGWbX1mXK84F5TPkjbJtiIu0UijbSqtKFlI8wGvJYhhICHp6j9PAtia2WqhZ8EENhnItzCtcF53lCAIuempVh/ses0vruIIG7Fx7s9sZAOpoJpRbmmYlh2a5gBjt2Rv7sfbPvuHDqGWS9I5JwVXFq1oTtnVmAJAIEmjO4eNgfAibl+hlqmjJWVtFZ9or3iubFRsfEDdQDJ/ZAf0Gueh1lcauM9HTGOedRUVd+DoZvC9r2w3N/qxfdHt5csur75KJfevs+0Fk/9pfrfTooeHu3Ec3vX6ldx32f5d7yne/Cn2X933dv/T4RxUC9+WEpTG1qSnLXs5odtG/qYvcyM/v5X34Fk1j90Xgeoooe8ajviKeGGBMMIbCoIA9Ho/3g47al0B1bhd9iUGFYkKc2JZXJWLhmI4PSAUfZnyoDOOgNgEpqa5Fs8DqI8HQ/3W+UGyGwnuvwKHzhJCslodasgFwFXJR4MzSWecdIY2M04FxnEgxqiDvciavF/J6odVqKllFwUxM36CtilPUYuIznhA1WAxDIlnQUAn8oCrgvigHxke2tTKvjetSWbMqYGczuanGXemnbK2Q0i1Q1KbeK32KugcLTWQM/CyVENGdaArtDgUFa58HCaN2nIzFqINW0I1ySsn6/m2Nl+J1yM4FywgU9RYb9Gu+4qqKJTvfaFF5Fs61PYmtBpRrE942Zms2HHaPLdwduH2H7VWC7EHic46SFfO939mzhp6q72Dqvbfe/UNuG+MXPL4sUOydjp/vOI3S9R6gsBPbtRtui+tU6RtbswM2/XTvr6okGftZ1trUm9LtXNkri8/6ytKzHcxVjH1O/2aA4ndpsX2AyPWAJ7aQujK3Z0qBMUXG5JmS4xAdsSkPw1HxYqVGGAhh3G9WCCM+DIpVeGVc1lq0JXq9kJLWxmkciF69PKU2Sl65nF/YtqbaF+tKGo/mzam4zrpcCV+9I40T3jfm+UV7/SGyqzs72GoGHON45He/+y2Pb75mGCYAXj7+wLZeoVW8V6AxL4sGGh+Jw5G8XlFl7Mb1esU5lcUL0mhSSMPANI3EqBOg6yqIJEIURq+g5etlYV425kUJWs5Drqbq6NRjZc1NZyFcUIq4OJPv96RgWpdeP8sk6jLuTWRn3TbGmLSDVCtSVcOzVDFbgUzNyosQtKWJ+Wx0Qp/3TtuwrapmRS4IypcJIeBD1OBVq86lNE8iWgRTCn+MA/hRx86dSfXZYVQrqgEqd5tdOjfo/pTvMyv/ePs5p+tyxyRE/Uaba7d1uz+3M0y6MJN9/e6F/xId47/3+GKFq7ZfnP0w+smtKbsmaY3OjGlWB1hZSQduekD5TKBjBz3B7W2cXl/1592XJ73scNZlvctUFPrHqxpq/2EK7AF9Qi/6+5ur70tnGBxDDJwmx9tjZLCZgRiEFCOhHREZaE29RUHNeCX0fnvFhwHvI9t6IfgRaUoq8unEONnJta3kdaE6IZRNA0ETynqlbODjRJoOPL55x8tzNt5D4fT4loentzhZWecred2Yqy4yNcNR9aevv/014/GB6fSWNB44n5+p5SdqLXgXOI6JkLTyzttGrg2fjsRpIG+Z15dXrpdPrMuMIEyHA9uWyTnTxHE8nhjHgVoL18sr26b8Ax/Aec+WF+blqgpWTtW0g3dE14heqc7bdo9FVUJX32qaORyGiPMFceomX1FXrRADhxiptbJtmehhiJ7ShChOs60QjA7d7JBQl3pn+pneWKwOLRMbjq02Qs2GHVVq0TM/jQMxqCoXom3uWiOEZtOkVQ9G74BAdQOlesPtbL3Zudd6V+Kud9lsrqSXOv+IYIjsGh+afX2Ovbk9i4BOO+hQ3K0S+Lwm+KWPL+569JrPWYrf0/v7Zka/KH2Td2T1PRf4vKDo/7JDBb2OunvODuL0YHOHb/yj92k3U9tcfu+Lq9mwBrT9Z/fsw/VMAssaYEqN0yAcfUfQNb32iA3dBBwDLfRxJXBBaMEruCeqnCU4lvnKts5UEabjIyXP1n/3pOFAswnUVitOhDQosSlOR05P74jDSMmFklXcJRjlGlR1rNSN80XT7jEl/HFg3TYaZwUAhyPiHNuiMnbRw3SMOJQUJq0BgTgeyLlwPV84v75wvTwjtRBjwOMYhmhpujPilhn7SrOWqyPEri+hn0EyMDG3SnDCGANjEpJHuSDudkj0Cd/OZgzesxVIQUgm2Re8sBnp0nnHISVq3mitUqojWcnio7ZrvSmQ7ek6qvNxv3RCiPSpCBHYSqbRlFtihsa1ZDvmzGlMuuS/pgFONrwMOEngCviEdyq02wf1ZJ9fcjR/41voHuqtUsdnnUU7WVu7BYqeQfTSpRfmcvvPZzvMOWf7qs9OuX8kQvVPPb6s9Nh7sPYf5+5OfH1Lfi+hxMRtRf+M+9mWtou7Sy96PqLf3m9Ev1Fdp+LGcd9fhp9FX+f4bIpoXyC37KaHov55dDGWIcAxwmloHKJwiKJ04+AIwdikrpvI9ncT7yousfoZ8zQpVLHJSa2H8HFCXPdDN1MfSdSq4KaIMB4fKW0lpEQYBhyNbV0pWW0SdVCp2OmdQGBbswKYIepAVV6t2+JI44XY1OXLIcoTaIWtFptQ1OBTC1znhcv5hevrC7SiKLyP4FUGrmM3h8NRZ0RQzQgftKXYA7NvahsYUySUhndVT/2k9zm4m5BLP1iD2/FmMO5Krip5J1YmdOd50I2WUrTnomWeC+AaNwKYw9Vio9d6sjtrzevpbviCCF0MRjCsx3ubIfLGB7Hs0QPEvSwWU21Xe4cNmoLY4kS1WW1XV9mX7D4H1dc3Jrl4X9or3HArTbqYcUcDbyPkrq/oG4Jxl107gwzukIG/iFz89x5fmFG4nUiirWi5AxK1POgCurJTTD97BTp40csY3awW6QyH6FG9L7gbUXv/QT9LQe4zlf5h3xZO1/e0F9tfrb8952x2IjoeR+FNKkwxMwZhiJGQDsris566OL9zJLDv7TwNRMB7GtlarUGFU8KBMT3qpvYRFXGJur7DpPqKXgfHahMe3v6apfykswV5RVxlvl7IOSPOk/OqegdxxLlACBPIrOBrE86vZ6JfkaA+KueXZ46nRhyGvc59eX4lZ2N3ppEowvOn98znF9blTHDCw/Gw4z5xmKhNyzzvPI8Pj2oE7MG5itSEGjJbN2jwXK+v1h2JtFJpQ2BKotyUpiVqESzYwBQdMei8Sz+IijRL3TVI+OCZkk5jFhtem4aAd3rixpB0/LvrbuKJrZG3olhnSMQ0ci+zV5tOxnqfSGnCx4lSVXXGuQKo1UFr6mhfvSPIpKxSsx6spSBu1fXqArjJlEk9t+FE2YcWbwNdttHdbc3f9kXPRAB0otQjvY637EDzhG5B2PG+fnYG0X8Xdys6OsD6Sx9f2PXorcJbEJA9WqJOSXaRP9vanyVCziZIP4ton6E3/c8qStEl9P/RP+vRpj/NgsXtRusHA5oWd2u5O82f/eVS8jwNjjcjvEkbQ7gqgBYjLg7EYcLHAbyKwUhTDwgA5yMuDDdQShp5W4jphDO7PlygZGXjlbxBKVyuBR8fGIZAc8J6fWYYBmIaCVLJy0e2+YwQSOnAEPtiUM5CSg8cH94wjJGSF8QHYhhA9CSsrXJ4OFByZplntvKRl5dPJjvXEMlKNpre4nxDZOFy+SPbciEEzzAmHo4T02CIvwuMxyd++v5P4ArDeODh7deq9kXGrZnNqY5njMk6CB4fjzRZVaSnVE5TADbm3NRJ3UcaMESlk49Jy5t1C1AEjMIeoxBiw0ed0hySB1R9fFkKbx9VeMZJo9Ssn4m/bbYQEtWLGQUtpPGosv3oye5DoIaBVrO6g6VKq42yNjbgeHpgmgZEvP5qqv7dWqGJmfnESIgHiAdamBB0lqQZVtc6Ea7jc7ZK75e+Kl/1rFk61KYli+3sfgj3tmuwM1K/l9tavNthP2dA/XUDhfu8PboL1tifu0owYumS3L9dwyysDrtPfW5JSect9Of2i2T/Ob1dqZmBpYnGWdAb7u/uT3favB/ZtXan/dxDdLwZhYehcUrCmDwpPuhUp520avvn9YNHGZgumCaFs+AkFfrAmXOafRig62Uijg1voNq2bYzTE2k64Dxs8wtpPOgizSZztxXicNDFJYK4hAsjMRUIcDw9Ke9iCDRzVa+o7kJEeDyNSjTKmVIyWzkT40R16nDl04gLJ5a1sK2vLOuFJsJxmpjGkWkaOB0npG3EOOl0Zc3k5co0HTk+vCHGSByiao7aBzWMx9tnYGIK58vKh5eNy1z56iGRs564wXsOMah9Y9Tux5Ci3lvnwAk+iOFDTYWT6O5dwTpoej9bGxiTdSh847qspNjsc9T74oInkig50+qKSMRpr0lZnjFpS1RApBIlU01d6nJ+xvFIGhIu2WSyQhOqH9IasWw4v2mWxYAE2/Rd+Fcqnf3Zy/dGn/lx+3q9QXr3x+wtaNxtitvWtOf7vSy5bR757Fl3Ueqv1h61seye7th7owuZOnf3pizT2PMGsSziPlB81j3prMqfx8FboNijx/4GrMF+V4bI/ry777HvF9RyfojagksBHgbhTapMURiiWJo8EtKgcu0hainRb6wA3lDyvYfttXXc1aVdMBl8Bbu8iAYcAdcauQrD4Yk4mIR/WRUvaKoluZVGk6icBDtdeqDz3pO8qmEr9RhqDnQ4tVb1PI0xmvO5ToGueSPEZmK62s7MubCuC+s6k/PMMB1Iw8g4jUyj8iNEBmIcEBzL5YUYPIfjicPpAR91YRZjf4Y0kNKk4Gj/7ETYSmUtja2o5+aWHWPyDCb7ppiD34HQPQibGI8yFW9lqBLfbhmiisNUJOk1hzjgSjFNzUJE5e+8TwZfmY6mQMeyWnFqBek9wWQOQ+ybN1PLqsZG3hF8pMVb+arcimr08Kp4B71U/3wL3W1Vm+C0uYz7k/HzTbevavauoIWCu/3SD1j32SaEPpt1e63P99YvfXxhe1Tly7WtpHWud8a71zTCUhqx/vQtqt0UnP3tbt2lSNJrLuNJIPo6e9vMNn5jz2HuXv8WDMzcrR/2e6bSM4kxeR6nxHHwHAbHQ9wYXd0zlRAH4ngiDKMBd87IMVVbWpam/lxyqTlTQ7IhI0ef8yg4L8Q4IqL4QYgNnwJinYJhOKovSmnm0RlvqtEWjErVjMU7MbRPmA5HkMoynxUUlN5jhxDCTrjacuE6F2BjOj4wuIQEoW7PLMtVS7MQOByOTNPEYRo4DBHvhTScANjWheX6zPHhkdPjE+PxaH7MmVo3BGE4PGjWslzs/mtrspvUhOAM0HWk6JkGLYNC8AxJ27nOew3OVMWXgC6yfaPo63Su855GZN1UHas1tW5MwxGRyjovlG3D+2D4AUZW0/XRTJzG+YCUShGhuUDziZgG9SrxBR8jeVUgs9Zg9oOFKJHuwI5pQPQBPBqUoiIxsmeeNsQgOrNSzYKzl8IdS5PujIbsnYr97JP7DX7TrhK6XMO+/O0ZRnXnVq58tnB/4eMLMQp9a844CCGoR4NHpbsE9N/2OGetyTuM4R6dkN5aunvLdUdn/X7RmkDohdb+ZBHz0ZT9VcXdhtN0qExTYo8oUHlM/PrNkaeT1t5j0lOpd2zAFnTUE02k0UqmFhUskTuAyLnAbuHWqoYGJzjXfR61H167MngakGrTqwaU5aKWeYfjO5Z1oRStZcfDI3l9ZjqMlFJptbDMF+LgOYQjPo58/e3veHzzNS+ffuD8+sLL6woNUgwcpoHj6RFPMfKP2g4eDqoDmdcL23Jlmia894zpwHQ44XGk4DhMBx4ejjrbguN8fmVZZg6PjxwfvtJSDB2w6q3TNDwS08hyvtDKqnqPLrHlQik6ip9iJEU4jQPjoH4VtWwMQ9KWbnBUo7mXnClZPUTVt6NSbLI0WGkbgycMgexXqKrnWZMHVzkcj4CwLAvLstpW2hAfCFGFhDqvR9czdOPjbMzUlJJR1COeg64+H6ni2MqGX3WIz1v2iBSkbDS34vyKTyviBwSbokWzCM0MHQFvFO+emdqzWi81NEDsbKm9+3GXZex/v8/EuZX/+068vcz/yOMLpfBUIyD4oAKdPYtojdo6mutuKZLTul7EW1TrUVEzECfs05yCgsf75nM93bSYeFda9UAhTW7C4FaOeLQzoTinZ4zwMEZOo+fxEHgzwTigegcx4qPSpnVK0E6bVnSgq65KftlzTL0+H5M9tyeG9UagwWtXI1Qgag/fVVzL4DTTisNIXRsuqOt5Mx6C/gInnuPjN3oqbasK8Dr1Aa3iSMMDb3/1L2jSuFxeeX5+JpeCSGEcIodpYBgP1DwTUiKOEwMQh2CswmriMxsNDc5FKqdp4t1XX3E8Hkgp0NrG5eVsZsgjaTxCiIRxIsaoY9pS9BStVYOaNMbjScuaZdsnPHubb8uN4KPKT9piH5PTzoKoLN8GFKnKY4iBlDzzwm5LgJ0PDqdTmDHuAbrVgmuFMBwZRqgtkMtVD7N+RDlHTEd1SpemmFccVArAaRnZirq3NbFyNEQc0bK5BuIpZcVXb4I1ELziSM6rSnfDcW/GXEsz8x5d4+1u56qYj3qqOO7KhZ2mecMdetnez7euMdH6v7q7TELsz/KzUkP4R944/9Tjy5zCvAJQGvyqXahukHonZNsvpqf8+82y1+nwQbeJ09dw+lFKf47spKreddxrlp2QJXdf12xGFbX1tBmC43HyPI6e4wCHWIg0XHNGR1fzHDPghF1tWmvOlgs1Z3WVcsohdkQLRFYWiBKV9p44aGDwUU8qqZaW9nkS5T8409lsrRoYd8NjGo6UjgzTgRCC9v+dsK0J3zR9XteF6/mFTx/ec71ecGi3YJpGpuPRiFNXq7+UrTh5dfFuTf0z6tYQpyPnh8PEV1+942jj7sVO1W3LYB2VNJ5Iowri9HXgAOnuaKXgnSeOR3Ab25opRa/f9cUqWDrdLMuA4O3k8zozsmz6EXuEaN4coBIAtZlPqJhkshPzBdFl0JrpTqBWezEKzqmAcA/stVaiV/yp22TuUx6mSdfXss5sKKDqw57/7xuvVdVEDTETRiXL7QeZLVWVupO79XpfGvT1vSMXd8/p70Lufi7/HSyjv6bs5cyu+Lb/sLtGxP3Xf8HjCwOFqTI7VZvWQNEHcO4Dhdu/fgMZ+ymwf8k6CbfL3MVmpNPE234T7xWDbk3O/icraEQvKDhhCI3HMfDu4HlIjSFUoqvQHLU43fQh7qPLYpmRa4WaV8qmYq9t2xQ/8JZ9dAUpbqI73kftUZtWh45JR01lGziyGus2xTu2bVVZPJwpbq/00XW6lkFIhOGgAjA4mlTma0KybvJPP33H5fzC6/NH1nnRwDgkTg8KNIY4GlimiuLzWjgdxl2VWlom1wJhIKbE27dv+fbbb/EOct4M5FwQHGmYSOORcTgwHQ/cRHL09UtVH0/doA7vB0JQtmPO2XgGOrDlcASnGzN4GAZRCwSnKlwhBurc9tJyDxROeQKlNqNQd96K4jEqOacbIeeNSfRzCVH0s2h1319qxqQ6mTg1SwqtIc68Y6uyRb3XnKdVoTrtmuw8IQScp1XRQBFW7XqEjPcF9Zu4sSX30YG7R0foxGwtOq9o3yBi5Kq7A3PfTz3q9ZLpLuWu7fMM4i8FhS+tQr4MzGxNh5pMO+IWFbXEwExWd4BFbi0dx2dQhelS3k5RDZRxB2+kaf/554+OV/QxcH2oe7S6rFdigKN3vBsyD7IxNG8gqkeY9mGtvlD6hhbRUeG8btS80vJGyaojEUYtUUJK7O5VTssMhyYX3aMzRt1MlbyzAWsV1mVh21bwQXkZpdjJGEjDkaHo/IVDyEXw8QGCziUcnwYul5ktv7KuV8rlrEIvpZj828Tj2zccj4/ENDDPZ7qje82V6/nCJRbePB1I00BwlfNl5quvnvjN737Fb3/7KwT4+PEj83WmlMbx8R2P33zFME06HYqexq307KBpmWauXiKN1+czpX4gDANhGIiDJ3jZM6sUImNsHJJjSNp5cli3w6v/57qq6VAyFqd35h9S1H5RM9G2n5jDmHTGxGvwKWVjXS+E4ag6Ek41LlR1SzUjt3wmRV0D4+GRkjdV9XZOS0cp1FJNgVx1xktVnCWEgI96ZPmgcoGCdlacX8Ap+7ZLO3exwb+AJNCTBS3R612pqwOLvlMve1TY55buNvvPwYdebuir7O/iH/30v5yY/MXHl4nrmmlJT9F6gHNGae6di05X1bf5WTi8XYuwb/Q9La1Zb6uzGkz8PiK75ykBFCTt32niIJa/TNHzODae0sZYz3hXoB1x4YALE/HwSByPSo0OGtjU70Hr27ItLPMLNW+aUtNIMe3vtTXBRzWGvflbNmrT904IGjRKAdc0gjgzyXEQx5FhfGRdZ4Dd9HeTBC7iQiP4wPW64ER9RJCCD6r0PE46AVnrwpA8dUhmOqt6FmkcdA6ExrYmclMZvxh0xLrhGIeR0+Mb/vZfv+V0eiIOI9fryuX1E/P1DGFkPLzh6Zu/4TAlHGp1uOYr6zwTvXUojJS2rRoEr68vPH/6kdoqx4c3vJ1+xW9//Sskb6TQ2LLwcAwchkp0fW4BG0fX03vrZjtGk05RQergHNV5Oy3VfhHUgU4dtiKdyBd8Ii8zuISPI9PhxKUsNCkg2lkJIZJLxTXUMzVNgDfxZWVARh8s1gqlVcYQdh3N6B1DsoGypMQ88VHBS5c0P5aqYKXtaqmi4Latf5yjOX9fTVuWplvc4/By03MR9LDen3wDyegGQfvmt2DRsbNevoS+L90XxYn/AXFdum5DV6vqoi52Q9xN28HtHYW/8OgI5B5FNV3T8ONt49tIubMiw4LD7Xe3v4zKi8FphFMsjG4lygpVaC6DT1rS+IiPndprE4A2+VdLIa8zebnuJ6R6PyrC32pRLwdvWovO7zHQuYDWMaJpZ4/3ztNl1GM0TQRnJYkxA0vb1IUmRHuPAVhZ1gUnlWjTnTidpYhxIIRMzoXgPMMw4pwjBk8aR9IwEdLA8/NHSlXLgBB1UbfaKLnivepuQiCum27SdUMIxHQgTQ+G9jfqNlO2K8t6xdvgWEzRMjCVsnM+EYcD0+mRVlULI68rQ/JK/nKVnAPDGHQyZseZbObB1nlreiB5JzrHYie6D4KrZqjT0HvidDM6m/PYdUJd140oOp9i5DnMt9Pd+YC21mg544awH1i9rC21WhvWSmkXzKtEHdurr6pIJuhnFob9l7hI79w5W5/evq/1y7dDpmN59+Cio7c7O64h+164qzn0HoDhD/dpxr5hbwFB+nfeOC6/9PGFhCvjKNxlDPp/Z5v1PsG5J2nf3tAti+h0VuUo0IrxT+35XSegv9rdDerdJBFU7syCxJQcj6ly8CuDW3CSkaau3OJN0cjwDASaVErJplmgXP28zeq7uSsUGz/fXKF09jugxte26Jxtbp0EY69G3a22DjHi/QA+kLcVUE5Js0DifNyHu/RmerYt46jKELUT1AdPTIkQPOuiuprDMALV2pQj4+GIXzdyqbucWgjeRq6hFAUfn58v5G1hmg6kYVI2aUykQYlXnkpdF/L6Sl6vOt5+ekscRkII5E3JWpoBONIwcuQNpWzUUpmvV/zDyOGQSH6kZqeaENWc3vvHbVhNbQ1pQTUhbNRfP3tPCILzTX04BQYDk8XWjx42nXAhyoFrBWpWzCSONm1722S64dWw2ftIN5DqXbtaqy1F7fJ1Ls6+4a3b5wXEeZVGjANECxZG+bfzE7+f4n2XuL016ui/305WB9yL4HYxJfxtNFJEM56+J+9boo67nWcbpuN5nwOo//zjyzIKF7QnrziuRSu3b4idWIJHvN8j3GcX7+4vQdCRdbHx+U7T9kp/dj1fMaBTrNrbX8ODeFJ0HJPj3QGe/CupXfBt01STiFDxLiN5Ia4zPiQl60hj26znbw5NKoEfCD7tbVZwSo9uhbY13fDRQQjWDXG4VtgnZr0yBGtbqXUDGoeHr2itkXOm1Kr/XqqqYufMcHhkGDPZCXldEO8Vx2iqKqX2gAEf1DsyJE1v9cQc8a6RpqOpckc+/vgd81zxYWQYhXlZrZ2cDJSu0K5czjrS/vbpCRcmctZU3rMRypXnD3+i1A0fE0/vfss4PVLzwuX1mfOnH1nni2o92CdSqorybNtKKZmcH3lzHPBDJresw2yla0Y6cFEdwHPVTedVseowwpCERmEIkRQda1EQr2SB0Vi5aHlXqs7fxBaMPh8VYG2qxJWGiZLZxXzxycBVZc7mbdUA6NWX00dUSBfNYoYh2qZUglaKSU2FXKSZUrfzXgHvNCLxiDBSq+w6rM3KDc9t5GCH8y0T7/oZvaujYtZ6SATfMybrLYrQnDp+7Zl7z3C5NVptC+luE9lh+PZXyyjuTEf0/97ikzcCoVGbuVFuf/7QAGoXb1LtGrbZPc7U3j1by7HjD2LByZk6ttaIhyFyTI6DL5zcmVFeQTakVnWAlkpwIylpXQo2cWhKUTo+vCoFWJqe3sPBUj8xazm7lgZ4p87fecZLVQWkqECuCwEfBs1OtrO6eYswHd4heEqZVdPAOke1ZXJZVSvBB3wccbVQ24V13ezHGXdlmGguqr5FFQ7HRy6vnyh5obTMeDjy8PTOMIOF55cXXl4/cjg8cDieGJJnPb8gUqlNy6lil7blxpobf/e7v2GZPyJ1g7by8eMnAKajit54AvPlhfX6rBqb1wvrdlWRHu9Jw0iInoeHB0qZyFkD5etlw1PwTRmX3mv3o4k6oi2lGo9FWaS1FaKPRK9YTzo45hVqcVQz7ekHkJZylZQGNVfOlRAbUCzgqTFyLV3oNigYLxXvojJpI4rfGFPS+0B0nsM06gECVBpbaTplGiPTdCAOB0JMu0AOtUDJ4DKQlZuxk/J0U2oppbtINT3R8mM/8W2diSnGIewiNA21UtSEk32c332Ws/8sE+kZFDbDsv+VXx4mvrjrcfvhKlBqdaY0uofDHiD7f34GUojVp2LRvM+xeQfN9xewQNTMLdxqsRQ9p2ngMCWmQVWXI4VYV6IsxHaFthltWFR81Q90yXXng6b5O3XX34BQi/AIxiRUeXZq0ZPCrqcBeZuJeSVNB/zhEedPOKeUbCUzZb0+H7TH7zxlXSl5s/o9KPmsByBLT/W01yGCvC20WozYFZAGw3CiboVtm5lOT0zHE8v1SqtCSiM+6BDYOs9s66xTrtuKN/GV8PRkupPKEB0PR702u75tfaHkq57ENvXqnGptdBPhdTkrC9cH0nTExaAcilYpWX8PQfU/UxooZSEvr9SWaVJ3Cn8zvKEUVaIKXoHKLVfG2ElaXaxFy5Kuf1mlHzg6+9KMNOVDtBanEvH0NG+2q5otK6dTwKI+qYIZDe1ZbsdLmrWSTWrfMAQRR62wZcHFBk5lDjEAXjd1wcuGyEBzUZnCaBejR4mbW52teFFGZnPu1lEShTB7/tzbpw5MFKhpUn2fsfcE4me1R9+GOx3grwlmttY1BPoN7W/ciEqfvTMLXXt91cNYu2ET3C5cn3Prjf+8lgzB83gc+erpwMNh4DAGohNkXWnrCnnByaqLVm4eCSl2b4bO8TcijP5EdIw97KQowFzI1SRHcjaNz44U98ym6lDSeKQLsEpPE7tEvtf5j2rj5U1zX0IcdeLS+CLeqOg3ANdpB6j1RR5QVasBnNMOisDh+IQ0WNdVhWWctujUCX1VpahaaM4RTLw3Rb9ndN53py99j5fzx92UaB8Xd93LslLzqm3HeNDyLaioTquZnDdKXeyajL0bo8oC5plGpgvRdO2E2tTeIdkkaK1qTDwm05sUXUcO0760Eqe1vmp6EFUxHh+sBS5Nqfytl8f6WTfb6G4vKZuR2fpqM5VWUX0MwXgT+4ySZcou6PoqyqZ03ukQ336Caw6iXauw74mbrkRf8D1I9DXZMZfuYyKGa9ywvr172i9MfnYWW3nUf563HdaFaz6PDr88VHxZRlEzraVdH6LP82kiIIjZxO8dEbldxU2cZv/kLMC0PcvQJ964E/0yhhR4PA387a/e8vWbg85oUMjzmW07U+RKldVat8E8PxVs6gCUoIHO442yrYpNeItpTWwWQ99KraIYwrpQixoKeu8IUYVbO9Wr9QhtRJ1W1r391kxRquRF5fpBf3YYKeWFUrMBnYlOP5amp2P0ntxkHy0TH5F22e/p+fzC269+DS7S+GhqVs1wDA81k4KyCZ0Tcs7M88w3337L8fiAD5Hz+YVtUzD3+eWZXDOn0wPBe5BCWV5pweGnA8455ssnQlRLAR916Xh/YL48gwscH56IMeloe97IeSVFx8PTO1oZKduFvM1QOsfGM04R71VDI9eqKtxWpzvRMXOHyvaXJhbkHOr2pc5djkqrm+IL0enMTPeJMfasD4PhUGphOA4DSCO3wpaz8jic3y37eldMN7IGihCTTaCaeJOIOp5RCH6jjdXCgteuh+jwVxPZTaw1cZB9nMFQlhvIeGcw3PdOFwDWPeZuB51he+E+mW83jk/vAO2ZlDUEmlld/GVw4C8/vrA9qifpji73WOcUcXbeVI5/nu/s5UTt8y7WOtWugRiY6C193C/aO949Hvj6zZFv3h756nFijA6pK2W7IMtPyPyM5IyYZV2pjWyUaHWbarS24QpUdEq0xaSYwF4XGq5iad+6LCpjv82UVQNQTEENf9O49+xFMi1fKOvBzGEcMU2UbdYMoxYjcM24oAAYOEpZcE5HqwkqhydSdUzdGT4TIskwoFobLo7qUD4MDDFwuZzZ5hMxJQ4Pb3j++IHWPIeHR3wceHjzR17OV110IXKYRi7njcvLJ6Q1nr76Fe+++Rvm61nl3Rwcj284TEdaUaWtdDiQpom8XFmXmTQceHj3LzT9r5l1XVk+fre3m0WEbVtIMTGlI44jZbsClRAmQgxEP7BxJQ6qmq1TsZl1c1wXWEpBcGrkExzjIAhVzXuqGAlJVaNKtZO7z0ZaTh1CsqCiC0mJWRUhIQ5yrbi8EdNIChHx2YBy/QYFDyOEQdmY/fDzyh25abDelnctlW09a/vaOf3+Ydg3tzH6LGOwEOFu3OVdAc9ridPfi4ddPwVhH768P1tb7dQBub2hO2wCd78Vu7mS8CWR4guHwm7cBa3rbxOeHejsU5630kNrLW8isHtx0twemaUqh8FFBQRjCAxD5M3jxDdPR56OA6cpElylbBtlPVPWV8p8oWbVfFQ+vUqz45yd3MkYWjrO3aqjlBVXVtU88EG/t2b129wWtnXhen6m5oVWNlpRSIk44fxg2pHYPVAfUZFK8CPO9Q8t0NBR5Fo3vaY4KQ+jZGrNxBCp6KBXE+1OBGuXevtkQ1RNRifK+AzpwDCeqOOVeb6wrVdCmnQOIw3M52dta8aB49uviT/8xLpVqOqsNgyDZkG1sC0X3ZBDJNH1I4uWFq5p1uAi6+UFh5CGA+P0lmCy9TgItTIeH9htEAz8VdJSpc+zaEaVNSOtWVF7A+68g7V6Xq6Fl6u2c6cIyatb15A8ram8f22N5HRaVzFwHeCqtapmhbPa2wVlglpq30TboCHI/l6bBRDnPCklSq77ZtO13Yl8WppGH9j3ohM6x2dHHsE0M7VkdaahqUEhwF0Q0qxCaeudSNX3Re+IYK/tb99pX7njM/9MKa5D/j1pvz2vP+uGw3zeiP3nH188Zg4do3Q33MF9ntq4Pdw1CxSmY3F3EbfobTwKA0SnIXGYBk6Hka/fHnh7mpiSI3lB6kZZLEisZ+q26gfuujKQaD/bBWtRqriqPuSGi4imoyqI2lRZqmjrbl0uurBLF2NVmEC9HcJdsLxhLnScoX8EPiBZhUwEIcRBAcyaaU0BSgz4arWoAG08sHeQrNPhfAQpOAtkPqi5ThoPxKSKU4oVDMQ0kPPKti4kJg4Pb0njyFYWOpoe06CbVUTLqTwbeatL1mPgnKbaCmBuDOOBYToxHB6Uk7KfjIK3LEnsfrKDwmKfO5Yi1531eHvoIn5dGuelsm6VMapwbgiqnRm8Z6vadtXhLGegsQ4bOrTU8MnAQgtizvv9xHUWkL2XfY2KKVThVAfCuXb7/Kz0+ExkyXfOTF/zd9nyDj7eQEiklz99q++iGvT69tZUvq0dOmHsDqvr0If0p3e4YZei78Ftv923+66fzp697M8XPvP4+OceX6yZ+dlFYwCNu4tOlnF41+t9bUW5zlq8ex1Noyq4Rkiew5j4+u2JN48H3jwceDoOxIC2UGumbAvr5Zmaz7SyqK+Bs7656ARrSAPQpzt7QOtKWMFaWXFHqJsUSsnm2N1VjAIu2UKqhRCdejpEzU6wTawAYlDvEP1k9kVWs6azPgzEOFLyuntdpvHEui2UslDLrK/R++c9GzLyk67DjbxewDgQ8fDAOD2zzqqMhWksVIH5om3Zw/EN4/GRNTfDXoSQEltTOTbvA62uLHkjpoHpcGAaJ+IQcOKQkrlePjE+nBhObxinR7yHnAu5qK/Hui67SlQTDbhOKrEbDBuop0NcAaQgIShb1NaRiOPH50WtBkUVz4fkVWwqajuxNbUPVOp0lzXwVlJoEMjVkbwz8yDBubSn6D44srU2nfNW46tqmdcPWfef9PUbjFgF+/g6nuhV6Uu5MrYWOhOi3YGOnWncmpGhLOO41Uc7rqglj+6JTg/SA4+bDOIejO4P6BvWd/eHWzC5f8jPvtargi9IKb44o9hp0/YD96tDDE3u2D3gBAnQW0I9qOxBVV+EFBPHQ+Lvf/WONw8ThzEyJE9wFSmqnSC1UDZN5WuttGpx1A+qiu3A2QCQiJJwwi6m1Wm5aIo/aL3vnAMTolUVpoFxUr5/KZom96HO1jrQpjMXPiRrHXqlXhuSLs6RL59oIvg0EX2ilY11NZet6ZEQEq/bVVNUGxATqRpIRFWxxboq3o8QPNu24sCmNDcOxzes83c4u05kI+dBuQCuEofKm7ffkLeN+XIlb43hpECcksQSMXnW64Xz9crzh488Pp04nQ4a2KUwnY68/fbvVAqvFl4+/si2bdTaKCajF9PIfP5ErVk7HcOAtKrTrClqq7isSN30z01Zr00cW3Z8eK68nDemKEyjY0jCYcK8TDUzhC4wJFSpBK+pvIgzfY5EzptpaWoAqq03FnV5huAMH3N4H9hKZXR9GloQpx4sRvWjVkdMytbsGWCrWQ8Ipx2mEAacNBX4Cc5KHBU/9n4l+qQOci5S8Krb6b36ykhXa/s53+H+IL5hDv0ZPbD8fJPfT1fz2Xfb97ZqGYXfn3+vh/HPPf4HCVd+7zHv6ZnpOIa9L983p5Ygmko5qw2xEkRIyXMYI28eJt6cEocRUqh4qdRs6ZsItKadg70/tJO7lTEKKHBZ9lHqG03BwKhgvH+vvp1NhJJVwQqx8iIqxdo5E5pxSvWureGbR9yAcwNSNbj4FEhpIMakQ2VFEf8YR42PrZLzTPARZ5L/ZdvobdmAUys61wFVpVr3LFetDSPVb4qlbAslzzgqw3DShdAK0zhxnV8p2bGtiZpVNv5wfETEMZ/PxPgAToHenAvTdOJqWZ1zjXm+4BCOpxPHx7ccHo6kYSCvV9brmbJelVBWwfnEeBhYrx9oZdYZlRDZlisxBiqBtQnI7TPTGaDIlgvr1ljWymURYlS/0SHCOPTNXu2E1895ip4SNYhjTl+2AwhBuwke7Vz5GPaOA2j5EnyySsjYjWgL3Xkh+UCKt4xAxFS5q9jnlBSjcA5MhKlWE/ntcz/B0Qjabq6F2CoD+vrVRhuKYSp9BPyuisD2tK5Xbpu+szI9mCyDu68tPt+fe7bid6xCbL6lv54q29+/xi97fJkehdXiIejYbwxB/+4d3lSAorlaK69G9t5yR2ub3ShEa/8hBQ5j5OmYmAZH9LJH2ZuDlRjPofT8UG+dBQDs5mmd3HvXPYuxm99r/j6UZe3IUjad48DdOjFiH6ZFNGna6fF3XZ3WqrXjxpt0XlMAs5dDYnLuiNxasnYy7UHBOWIa1d26A2POgpbvLS4brG5Zf1UdoPMh2HsTwpDwvpG3RstlBxW986p9YVhNjInaGuu68ebtGz3hLECO48B4GJkOR8bDiZQStazkdabkZb/vmqFbiVU2nYC1rylJSLMAsTxYA4RHaiBvlXUTtixsRenaXeg4RRPNdbpObiCDI6VAKs38WHWEQDeCnsDe0vEmDYUIvYKGiE6I7tmmBgR/h3UQlAFrMhe211SYuIm2U5XvEoBA5wuJ9IFNx+dHo9DzGW8ZKSiWRulZwW3uQh9iZabcIsieJfRS4abEch9iepZxo2sL95yM3UBIX4x92PIL9v4XBYoYnGkYaqtwTBoYYvSMg9bwMfjbAu8ZhZhi1B3Zyoly11NSVexp8AyxA6EgTQNFt0ITKiLZovHedlABGhErFwo3HrjWoKGDWs6b/kSwYKVBouSNPpjjTUhHqby3X7Woia/zjYrQDNXGTcTxAR8j1TAIadqdqLXSJFsaGgEV5NX3uZr+psMFT0gHnVhtPYNqKhtvrlwaOLWT0GcbWmlGxjGgymtms24zuWhAqeuiw0noDEIphWGc2LaN5XpV4Z44El0gRs9XXz9xmA6k4UAIWkKsyyt5XdTpfJjIBcN7NHujNdKkmU3ZVEDHuT5Z62gtGt9AKFtjvhYljNlWqmYzmILqmqbk9vL7hht47c6U20xIF+VRncsubKv3qYkH153cb2BkP1R0Xbjd57OJWkTGGDXb3Y2t9LVrzUgIQNzneIKzMrB1HKaX4d4OJcU3ghcIqHSkBHuf7aai1W7nfZ/BuIMxftZZvA1I9OsFo4Wz1/LQw9Wedd3KkB5fPoMQfsne/+VPhTcPI0+PB+1MjIlxiAwxaOCIlu7bG+pTGvuGq33O3mjbJkGWYiQMA2mMOk2J9b09+GHQ2NeKYhWgFFfnd9cTER2qqrUgVVtyrTQaVTU+XMAnwy1QwE1M/FUXLMa3sHfeCiKmylSrtkvnM2lIHF2j5QlXE2JjxXE8Ij3zcQEfD6pl0Yqevz5SaiakpJ2VsqHpMITDAQ0gXT5ef7VaCUlbuyq24uD8gR3oag3nI3l50YWSRlI6kOKFtn0iXy4wTsSUuF7ObFtBXOR8eeXt178hCGz1A8uSiXFiKQuvl8wwCbWuHMQzTpjYjM5hSIyIn5BtxVFpbWG9vnJ4+ka7OTUrc1Q5xeSc2TZ1L1+WzPk8M89Xnh48D4cjueqMScNxmjynSRhNR6g5IQTd1MUYrEHUoDh4yPq2kHjLtrz3FjQc0roCmZrmaIek6untTNou6GYWgTXXm2s50GUJ985W6/oi0T4jiCkyjhPcZYEaIO3zNOk9sBIyNDxqI+myIxfTQDV5pnvbwP0AvGtj3Mvutxs9k949vK9COgO5f3vXoN4hCctavqT4+MJAceDt45HDqIFiiJquBQfeVV1YvdwwKnNPgXuAuCkjVYiD+mckbWXq7LbpZooqErW6aZpp9n37Q0y2TNRkt3cMVNJON6kLwXCGG8hZtllRfeftw/F2UgMokUhEx5H3BFEqtXQ1KU8TT4oT0XQf+olOtfkQ+7AUWhFcGEz9quCkEeNAjUrGaU3YtuveXnNoWSfFKaYSVDbfB/ClA1ma/dQQKHmhLoU4Xnl48w2X1xeW8zN5fiU9PgHacYo+cV3PNJOESyFwfvnIw5u3uOAo+UrOD7jTCVyiitOpyqLLRPDkTcV4ar7QataNEpwuI+dxTkFF7SBp8E7RsZKZRmEcJh4fRp0ezUqfjtHx5hRIvnNwdMPVHb3TIThHM8k8RxEoTWhWb8cQ6IpXSg3H3g/gHKWBq2ItUM0w9Sk3/9FcGz4qgJqiUtpvmL3f12aTjIi6gw1pwFsLVxW6wu7t0ppqZdAKrhSQLpfY9pIE583mz+n31dZ/4F59IHew3B000ZXe+/ORHjT2d20zKhowartlIvuB89dqj54OI6fjwDREphR3PMG7CpKV294vQIoqRFk93TfBnlcBLqgCkfPa0uw+B1q/O0sjdTG4oLP+sq5ahgAueCR3PKHtv4NFUzPD0R8rlKJCNh51oxLLeNR4lj3VvFnFlT0d9EE1M7uLlYsDPo5G9e0YjM2EeE9Xuu5VZlcu6tRlnffYdszBOxD9D71MCSHZSZmJcSCv2+3IsVIqNH2v6/zKw/TIeDgwHEbm89kQe7cL/4aQkCYEHzgcHliuZ46Pb1EqvWO+zkzTZJR380VzFtAQ6L4u3hFIhDAqNVkytYo5cClOI3bKS6sqhTfc5m2qZZPOCafJMSbV3ZQqRNcReV3ywT4TjxCcaFyyANxav5+Y43E/KJp6jlh63poQ91TdwD5h158QNMso1bQ7rX18AxW7Z6jsXb1aC8UJkUBwES/eBu4+xxwMSNESpqMSztq+loV0yQbdIJYp216RO0zvPiHYfW4/exhS0enP0nENbnvuS4CJu8cXBorEcUoMKZC8wxtHQkVnVgUSTURVWkaKEoxum7cPyHgICZcOuDhpO9BhbksAHufFGHhqQquj35CXFcj6KvHWK9/1PGs20MkGj6QREEuPC7hKdINO0Xk1EM4G1Dnb9KptkKlNFzzeqNvpgPNJP2zT3VQKus2VGAimiLpOS4rleD276L1w7wdy2/TkkqZq2xJsg2ovPyb1z6jrql4U7mwxQls6zidCElx1zPMLp7e/ZphUZWq5ngk+EX2kukxtlZhGOrfj+PCOH//8XyhbsSndyOvrKzF6/cwOk3mQHvXvUvBBtOMQRlxUcLhuhVKUNr9ts6bulub7ENjWlRAcyaZ3S842tanZxGFUzkUujVqtjVmb6kg4nd2QDiY6Bc7FMjGFc3RTOG8dBVSXQrzsa6MZ8r/PGznNKALs06xFGsV8VtSsyJtptqObQHnpRCyvQHjNeNfU5Mf7/Xv3kxtL++0Ebz0YWFOghwRXb9Ru2YEZ+611HgUmqGvdDG6xxRvGhvRrvpHa7mLGZw/HHWnwFzy+KFAcxsSUgkX1DamrZg5Na1a64IaIUXbXPa13Lho6ayfh+ATjEyH1IbNGdIGSjSuRxZSckrIH4wBDIgyTajQY0Fe2lfX6yjq/cj0/k+eLDfgAruJcoBQFLLWdCT4VqJ5mQiqlrHpCixKDRDDPyUzdNrO7GwghGeCoJCe83T7RLoV4Na7N6wJmkuS89vTX5UxnLgafqHW1kgx8GmxE2iOuUKQwnEbSoLMSpa5I8wQ/kKLgnJ7gVVcPfZZgub6CNIakTM2QImk8UCss8xWJk4qwhKRK3d//A68ffwQXqLVwfvnAcn3h8emRN2/f8PD4DuGqMy7BU6sjTSedzSnqC7LOF9ZZgdgQomEzllEZNT9EzSS6SEsIkRg9McAhNv7841X9PoIw2hi3B1zs/AfNRjtjs9qJajCSTrqGRAjasl5rJjajWVtU6MNkzUA+36xNGhzBeaILqnhWO2lONTTxbidf1VJxeGLyTOO0d4I6HbxJIfSRctz++br9V6MR+oXpxGzb9mnn+/LiVhqIAaYY/mEZtJXnIHeUb/teUT1SjzNof09X9h/wZQTuL5brFxwFaZlWVmh5xyHEwJve9hGwuf9g0VDTuRAGfJzww0E3liHnIm1XW3YYkFaEdNJefoyJNDxq2m8zBB291QW5sS0X1usLra60slKzqjrlnG10WnBuoBUlDYnzSL1HhgWk4JyCiLRKs9O45JW8Jeo40Jhu78EAMoenVmUt1ropiao2dRO/fkLwhHQk+EjJr7S64hzqk+l1erTWWdPk8YD3yoUoeSFvWSXlo2YE6qbVaNuiWZd1ac6fftCAWgtlu5ggjgfvaZKZXxeCz4xDguMTpzdf8/ryrCx0H0kpMR2OHI6PjOMjMSV8imriK5DSiVIzW57VTHnLLPMrQj8h5cZE9Ko3om3eSK2VnDV7CcFrwKPx8Vx4f24MEabgWDMMQYWJQvA7UhSjDciJY83azq6iU6UKeSlnwodIqNYa7aew55aV2PchQunrOmlAiZ3R2xo1Z1MuUzxoGDSLarWR1xUGYZiOZi1hW7uf/g6d4KVLKDbEoQHODVrOObNNRLtZrcnuKmevpplDVWzPOUfA/GGqlfcOtR+8wyf051vwsoWto/Ruxz76nEf4gmDxhcI1RScxW6aVTbsRKPnFdQKUzmxbkPD7W3FOF4yPg24iO43bjmlomu6k4lGTF3GRNIwMw0BMCuw579X7MW/kvO0syZCOTGEkTQ/k9cx2/UTZZkTQsmGw1hieXBQJbwI0bWliXqk75fvOYNYZoauJajbqVNidvkVfJHdpYWui49bbakHioN0D6YK0TlF074lpYp1fLNvyeK9YQt5W8rZqezYMODQTEsF4/n2Barrd8lWVvXJWanfP7CQTo6fmC3UbdLBuywyHN4xZRWocQTGDh0cOhyPDqH4fMSacmD1iLVZiqP5E3XQKto9kO+nEOuh1dhPPlq0caOq6FXq3YROeL1WVngyf6foc0fg5Hd/xTteEYi4GBvbTvOmJ3w+RYDKD0LP42+CVwhm6ifXfdTOHGHpVYHW9KIPSysoaguJUWCApWcWHu1CzqufuJc6+FqTdQH4tNFRZ3jLBJjaK3tR+0od4Ky1EwyQot4fKDSuh5wgaAOwy6WGgyS0j6Q/95y8ZLr89vixQiE5gupZ3dyhDTLQ1tPPfm5JMLIp3sorvArIh7YHi7hLoPhEOsQGoSBoGyyg8il1ESs7kdeby/EwYT6TDyQalJlI6gPM7P6KWTIhHPWlipLhAcw2qaFuzWivU2lq7UaywR2JvrElNL7UN6rjhIM4AtC6lLk21LErZKGXDBXUQb03Hzmu1YOM93kdCGqmXpl0Om1bc8rJ3D0RQanS1OtbAsRAiTarW9LXq9ZpWpTPgTQxfiDGAaClQNg1gcThyOGZTtBJChGkciSlqOejVSU03k1iQWLXtmTdaKfpc6zNKrfvH6Zye5q3C1r1RvNPMoFXW3LgujcvcDRn0visPpwcE88MQS4wcSsvfQUOdA2ntNgkK6onbmqiwe6/9bYBKE4zb6aukKwjSZ5bc/v57p0w/z7z7ggiOVjfVwDBldWfG1X1rth1w1MzKOTExHu3U7QClrZfOMdpJW4ZrKcZlTMsOVt62DHt3BPuDcTk0n7iBE7deyK0E+Tlu8U89vlDhyuqlfUHcjHpdiLhuK2+LVKne+itYSSFOue/OJXvbphzTT3dnJ+RWmIZHUtIN7nxQhWMX8K2Bn5mvrywfPzIc3zE9vuPNV99Qy0LwI+PxG/yvhB//2//B5XzGhZHx+AY/PlKa6T/URtlWfZ9WD2tgE8ueenKqrTVn79OHhOCpTWvL4DXbUCWrmVY28wytBoQekFYp20zOKxCodSWmSUVrmg4xRa3SqKZb34qmv2E6AlByMX9PaGVmOh4p2SGonkSMk/b7pRG96jnEECk+qXL1NJJLZlmvjHkmugdiOoFbgYUQBi7nK+uWGbeNY4XFO/K27BtFzGoQGtPhgThGZaCWQnWevGmQ1A3sWZcV7wLDmBjGSMmFn55nttwoam2uJWnU2j8mHezqniutinqleAUfY+i8F2NGNgtEXtU7OhfPh6BAoNEcvA/GeHC7O7ozRTNtZYrNbmlKH7zyerRsEw2mIe/Yj0se2oYUZ6WGZouO7mbvjUGr68Z5SA6WeaFW9VpR2cP+rrBhumAlQzPgWxW77pEO3WF9StXKlJ0gFuh2Q59Rt13PzvSeV6D8tdqj+rrJPCi0VbVnDDFpve3U9yA4U1fa5/arGeTKXjv5kIxYI0j1tNyoPoJTwVrnHaVUhKJt7FLwMVBqpLoD/vgtKc3M88paPjIcH9mun8irqkxNh0cevvlXzH/8z1zOZ8rzzPS4UpYL3qFO1aO2ObXtqYuidTc00U5NiIqtBBf3KH/TNdQFW4q6dtciVPHKn0D78iKiGhp52zGFaAEQp+ZAmmVb65XC9fqB2vKerZXtCk3NgUiJxsA4DDgqeU2UvBBCQichVTV321a6vHzZLowpqUL24tjmMyFOLMvVwOAzKUVyUaFeEcdy+Z5tfeH09BWH0xPShHWb1ZV80GlTqOQitKYgZGueJtolaLUSU2AcT4g45jnzw4cz25oNzPSsTrkWo7nLR99U0Mfq7FJvabZK+LMP+3VsoOEsSzOF632D6LGsjbgbG7SIeonulb3T9x471bpC8YJPWLtUX6OYepn3Ydc62asYUeC8+4k4HHEcEVF+UXSV5nSOqVQFUJokxUvMrpA+s2T4xP5wTn1OOg/Jyo+ebWmfrA9k3nKFXQoAZ4eRWMZs+/kL9v4XCtckxRj2ckKBHhWRVZMV39M7h6avoiSk7jJWO7BppYC357RmKZeRTprzlFpp17OdIEbLRScKRXQIqa6RXDekrLx8/Aiyqdy9CNu6MaZIrnCdZy6XlccqlO3MkBLu9MDjw9eMx0f74J2CdOuVus1aZnVdRtDyYucx2KJC9OS6q0trrdx0OJs5jpnXqVHKffBWrpS9dmw0WqnkbWFbVPau62q0WhGnLeGQAhJ7K1eVq1UcJ1KlUrwDKazXF615a9YysdkmE+3MpGkx4R29pm1diMOgHiBOZyqmw8OeSYg0pmlSzChqybGtiqPotG3dg6x3yl7EOWoR1i1zXVbWNZO8kpTAAkDQTZqiI4U+G9K0q1Ha3RSFKbB79snHndgmaj7dA3l1rjfh9lS+g3nS5CYuaydxaxUJnTimAHm5G3SMSR3ZNNAXnSI1TEUxAstOpEJV3E5SQCRqSdqq+p065YZ41H2sdv6PoJkHd29YbgxR5zAsMO/zJQ6VVtAbIXti3nVgeolyU+9iDzTe9ZvyVwgUPqiRivd6UvpgwrVBdR5c6ICQQjYaJAoNJR+V1myja0QOMeoNte/pm6rZVB8hUNdZa/MGLibEDaTxaEKz3uzbAqVmzi8vmt7WhtRK3jI1NubrzPV85uXlVVO5MtPGiZBGfDowTE+kccQFTy2Zss26cEDduFFiVnPViFS6Gbq8e2fciQUG0H57xzS6IrfvNa9tEEW7G8HEX6phGnlTKTrv4t7rllbpWpwheFqGZbmQS1GORBxu7UmnNWpZteRSIFExDK3xRWX+82ynn44/l1wYwmSUX3VJOxyOJtiji+twOBCjKYXnwrpad6kWC6TFnut2Sv6WC/OyMS+qkD4MymatppYdoidGFarxPuwlXbVSt3f/nBGuooNswF0HKjtPRd3DxIyV3H5qim2tHSS0D6EP3alyesdD3D53o/L6bgcZ906GKHdjV/fSf6LDjdoeTkhLeu9rBa9CNp0Tgv0M2Xd0u4EOHePQC7/bhV0MR7jJN/ThS3sTO8P1dv3Qg6Xc/vLXChRxOBCGEz54Uhp0dLqPlftoV6h0bT2ptG1VirUNm8P5SPBJN4cz8owxMFUbUVH+Jp4AbNcXluuVbc2Mhzcc33yLqiAr3hHHA0MTZJ2Z1wX8EVzCxQiS+fG7/8xPP/yB508fOJ9nzYKkkXOluZGnrXKQhPMHhnEiPiaG6ZHh8CeeP37Py8eflMhlg1YheNb1lbgc8CESoxrx1LLR6kpnUZaSrVWop81tWlFbYXm7WrqqG0paIS+vChIKDGnSwSzn9yna4XBgnA7EkDi/zszzmZwXnHMcjydAqeTOMrC6qUJ5sc/AG2tU52OubMtBO1eiw3PFO7BWsNBU/GYYCd5O/TQSo82srCvX65l1OeuMj/bycK4xDEFBzCKsW+U6F9ZN3dNjDKQUlafStH06DZFxcMTkdk5ArkUDvgih42BOcEFU2ds2fUOFkNUCweZMmm6YDmDquvQ30FU0de8eGxoYvHqROh1y9L5PETfEHPLiMNLqpmS8shKmB8PjZMcLuvB0a+pjG/phGhPNZUpNNHG7Nmbv0WrGqvtHjB+xx4wOatJZu7d/cHZtn6OWqrQOBvoKWk/ZEdVvyZdwKb4sUMSJNBwtgwg2urtPgnFjzBUFt0o2UFCoMjAenxgOB1KKxCBs61UdpfJKy5liitDburItK26eKa2wLAs5N05fv+Xx3a9V0g3HZV4IAY4npS6vy5Vmi2uZLzz/9Aeev/8HXp9/5P2PP/DD9z+B6Mk1HirNH3l+/oRLD2xNGIvWx2V5QZowDBMxDlwvr4gUdYdCbgbGhlHgVGZOB8AKm3mXtlKVihyT6Xlu+z3xpvzkTPr98vIjeVvxPjAeHqhl0Xtas0rvh8AwqZiuSGW5nlnnK2VT493xeGBZNioFcZ4waHa3LtbVKFk9SXE6ASuNss7EMSmzTyqHw4HpeKCrQC3nF7ZlZjwcGceJVDa29cWMfdS7ZOgS0PTRb8e8VLZc2LaGd5Fl1Xkc7xxDUJWuXI1a7WEa1e0NtIxq4smlWdtWuao0bT8G73Ch2fAW2l7wNj7urYyojWrEqQ7itdb2iWYnDSfhTo9SwchSMqU6Qg0k61J11etWtBUfgnqC9CCghME+CFahKYYR49EyM/N5KZkQxVi8bg/OPkbl9OzYnW3gbm+4ByuhOcE7bRh4w8juyyd3h7v0tGSnre/5FHu59AVx4ktLj5uOoAYG/Y+m3rKfmFKrSaZj0djjY2CYjkyHSRdFy5RWcXWDvFJWPUkFZShWacg2k6sgJMbTkcd3v+Lw+KQYRRPEJ90IrUDx+KB07FI2rpcXPr7/M+fnV+Jw4vjwhunlldeXF46PjyTntbQxI5qcCzDT6srzD/+Fur4idVWlJcp+8ux2bpZvNmmkoCPN4oxvYEQvbfHqIs/m06HlwwiiuhW1VpbrB8p6tvax0txDCEpLN01PHwfttojiKHm9GjMQQkyWNWgbMqbEYXpgrWeKLwzR4/0A3FTQaaJZUvC2wXQx5U0NjxzKRJSqStnLciV6Ty0rXc4+Jl0+tWZKUa5EKU2NhO1XEWVoOmkErwByT/9BhYvGFCyQtn1oStqtPOhtS9vzBH9ja0I3AVIMppcDzYhQvW6/Zdk3ToWeqvoV79VZ3BmvgthMS9M2lXem4mVzIN5raW3j7k7CTl0XMywKyQYdgSaF2FaG4GjiqZZJ6MyH2zEGbqtL95hFMhGhKK9zf1++E1Lg1hXt39Qzin7dnj1T6UHjrwZm9sduUmLUUi13qpI8qhJ4am9NGRiYhpFhHIkx4J1tgLIpSzKv1JypRKUmm+BIXleWtRCnJw7jI9PpwZiMWi9GHLkIUjEevuoJ5G1lXa9s68JWhPF04vjk+apUrucZDB5r0kz7UeX1W82UfOX1+UfW83uoG6fHR1JSRNoH9fPove++mPs5gNwAz07JdkDJK7SbKrXytBTMrLWoHibK0gwxgaggb89MpFVCPCCd/bmtZleogsTOqcsWdL1NcHLQrK4JPlQGvAbRav1CRFvE7VbzOufI67Ij+8pmVKOb1grNOxAjJ3WeQyumo6mt29pM58F+TDZDZG+b0Qe3Gwx5ZwxM78hFOxwas24noXRk/Geb2jdovvMePGIjV3Q+hbttg94JsJGsz09TW8vB+Bv7Z9h6J6LjAH3KuAetzgxm75wojnU/Z9GDIjYLlIl+2hXDWzOcYX+X0FdTZ5I6wzw6+1YDgtvXke8HlwPcjWtx/+jVR9+rHST9kscXBYramtKHpYNMt8xC0zQxVSdTIRLBO20tTscHhnEATDBmXdQvYr2St9V8HSvZ0vPW4Hq9cn69cno78fT1qKh+rSpm65QMhIFRqpeoojTLrEEipJE4niA+8nD6irdf/4o//MN/xKFdhG2Ztazwgbyupi+wseWF15ePbNdnlsuJ3/zLf40PkwaX1oNkNlDTBHbsw0VEQdI4Ka9im8nrCz4cdPrUR03bnVoH5O2K1I1heiCNijPkvBDjxHX7QMmLpsZe+/I1L6yL+nWkOFoWppssjJMyFEVd2w8h4oIK1jgXiJtXslQplCIq9WamODgVEbpez9pBSSPeO8ZhtGFWZ85fo7JHnQaNbV1Z+2tW/byRDhw6ctZ5Hx880fwplq3uqfeYVDEqV9WpnFKk9LUE6HcoONtxuhQ9tTWVC9iP0c6K7Juj20UaBiGN9hcmPHt24/Z7rK5kuWYGo8w3hMStQ6dBxGwq7WQPPlC2propRl+v5YadqDZLJUQjlTUhl97kvL0XSx/0T/ZPytsy3VgnhNCFfwHareUpIM5o4Jax9fykF3E9WwOjdv/Cx5cFilopu9rTDRjax7utE6CIr154NK2JcRwJMVC2TF4z6zKz5sI8mzP2y5nTm1+RDkfidCBvC/Lpg0q4V21JzZcXznNjy9q3n6Z0ew9oG3a9fGA5f2C9nqkVHr/+DeCpUsiL+kGezx9wr59Izx+Zn585vv2Gw+kNx+Mjj2+fiOlEmk6syws/fv8nStn4+jd/x/HpK9Kgteu2vNK1OE9P7zS6+2D6l2lvfbZWNFihBsPNdA6a6MxM8IHjm9+A9+T5dR80yssrODUUUgCysFyftVyojcPDt4zTE/PlleXySr4+M339W6bDEe8923ABNzAcrszXM+eXjzx+82/YlhdtYxK4nD+Sl6IO66XaFG2l5kzeFpDAmmYOxyPDdGA/9Rraht1W2qoYSG1aavogdp0dY4AheFJSkLC2xrIVxYlSJMWRnIWaNXf23lO2RTUlcET8Xr6KZQneNnUVMdp4318953C73kOv2XtmfjO+xoBmyyBwlimp+1cuFZMaQVqjlI1p7NSA/nUx7U7FSdLhRF5malV5RUeiOpAaaSWSvCOlE9HpnEUXuO1t3P3m7gIUmgrsLnRts/KzmkSfw3mlgO9ZjuhM1l5u9Y4RyjFpTajbbIdLJxT+/zlQKOW56gfU+jBVpy9XS5H07602fBwZpyPHhwfGw0jNM8XmF7Q8WNiWmbyulFpxYWSYHihlZZ0/8vH9n/nDf/vIVyuEwyMfP/7I73//I8tS8X7gq9/8ltPpyHhIDEMixUSperrV1nShuKDDTW6kpkTBafZSNvy6Is1xeHqnKXTZyFtlGA5MhyfKttByZcuV88snROD09AbnHBsqrjoc3qD2AB038zinLULNdKJOf6pwhi7WOCKqKYe4gPNptyL0PtCkl0PRCD0K/DoaTgrBQTg+MJ/NbDlEDo9f67BdnADHVmbOlxculyvX85nr6ystnDgd3zDGuH+fPArbujJfNbtzKUHTcmO+ZrI0zeKuV8Q5G1U3hp8rRBOMwSkLtAv3Vhu2i8aZ6FoU66bixzEFreG9Z1lWSikELwgBabosO7u3gwq9y6EWow7f7fW64Ittrip6dnpuLcKbZYO/pd72u7dvDjaC0J208raRUiLY6H0pzrp9SfE6bke+Uuo9aZyQGlRwye6LM4nFbbuQ6kyKicM4spZC3e5LQTP8cft/rFRsOC9KYvR+L3d0xqiPwvtbCbJHCaHPdnTDJUH5G8rb+StlFK3rLvQf0EGxTizq/2vKloshkYaRcVLuxVbK3oPeL8BF4nDg6EdCTDpLMF+YL6/M1zOvnz7g0oHp8QmpC3/6hz+wZdVEeHn5yOO7d7x994aHpweOhxPdyVw/Iy1PnDMzoJCI0wnii0rzoVN9quKtyPi2LhwOiTiemE7vlHiTF7ZcCMuVNOhIeEW0W2PCvOLub7olfK4DX2GX6ev/1iya33ALTRdrVcfwkldCGpV/sq2I6ECVOGgUUwRTzYeQEq15avOsmw6dvXx6Zdlm1rWwlcqWG9fLhXEaiV4Fg4ZTIMbEmDPxOJOuL7g6Q6vmS/LKsmi7uhYjwZVm/ATFL6JnV3nSQ0Jb4nLXZdA5Hy0Tcm02s2Gj21Vd0DHx+lqbjXq7/ZfYWhNrZ97dYbuHst936buln6a91NgR/o5/2PcaHqL8l7DnHw7TRwlKx+6tfGkN8Y1d9u5nJY/OgkR7zbxjLXivdgx1w8VGMnFqHQ0AJ/16+09nL+HYwdybAVXffnopVq4YctuFh+0C9+263wKjptN++YDYF2MUSm1mR2J3YO/uI+hU2RAH0jiQBi0Rmp2iLiRCHAlxIE4n/HDilAZKqTx/fM98eWE+axsuL2fOn97z43dHQshcX35U5N4HPv34Zw7vvmX53e/4avuG+uYdKbl9wMb5gNjMgQ7uJMaHt4TzGUF9Q9LhAHGgWZtyWa6k4RGfjownBQovrx9prrFtmev5YiZDzoR2jFcvtwXYP0jn9dQOIkjbDFdxtKLTl84YqspijeRaycuF6/mD3j+fKNvCfHnm8PgVwziizuEKnHkcPkZcTZSLgpvzfGGez7z/7o8cTiq0E5Oqc23XV9bTqAHTH/HjWw6nJxqOtG1MywVZPkJZaHkmRs+PP/60T2J6D8WIaNjmyE0YTXIw16ptTJv21AZOsw2lzy+lMkRVW/c08qqiyMk0V3Mu5Nq0jod98+z8IOeNa1Fva5DuI6Mbo+swSEcbcbf1abtLpOts9m7d54HeG6ekA5vBPHG1rIYWtCzUAGLtW6m3TekitWWjjkeCU4/dUjOxFeWldFsJKyGCqYnvAQDNnlrrg4h3Qe8uc9AgAx1B3t3YTFTJ3V+Z8/u4ws9Bz3/q8YUZhdbc/QerYMd9o+UW/aQ5BRPToH3zbcGlAzEBeeV6vVIl0PxkdaLnev3I+eU9tRbieKBJZDwd8Ckg4vj2d/+KIqPSlreV8/N/5ON3F0q+cr2e8X/fGJLn+npmW611OAXWWii5si6bArLVgVNH7pBGlutVSXHTRAwjORfNhI4T0/GBSoSmxsjff/dHtlJ59+2vGR8ceFVqktZMKm2/EzZxb8NdDlpT39G8qD9GSKOpccH1/Cfml+8peeH48Bb8yHp9ASmMh5G3v/obpZWXFeeDMiKrcHm9cn75RKvC4QTP7//Mp/c/8Pr6yttv/z2OSHQLdbyqOEuunJ9fWPKZ6APnhxM4dROP6UjygypSxYFfv/2Gh7fveP74nvPLC+ta8FJphiUMUcWDCPsKoXaauO3R4CNDHMilsWSV8htT2IOIkpyUhSnFmR5Jn6Ux0xqCgbbOaNPWdbHUeydQWTeAKrgG3Z1OENvQf2FrOIcjWldD9rXcJQ2RSitCCNO+SRvNAOOClkaKIeS16hSpHSItrxRXdZbISsJaMr6uuLDt39vZod38u+8ocaIljo0s3CG1+lvP4u3A3s2T9xaHBukOd/TiLcZk7eP7EPJPP74QzGz78M3th3O7+/sbVZBvmnTR6WitnvAKlK1sy4WX5498+vSJdc16wvvMy8uLshNb4fV1Znz6huHwlunxHYenb/mqjdTm2JaV5fXMT9/9kfX8wiVFXt4eGUJkWRaWdWFZVpq/MAwDry8v/OkPv2e5nkmycTok3r555N3bbximCTxs26pAnPM8DEeG4UT0ldObr3d9i5wz5/MLLgz4+MDjOxtP9g5vo+ca6Bvc0aPF6NmtZONLGHtOiokAbYynt8TaKKWxrRdlnR4f8XGkFuUziEBzgZxXzi8fyPMrwcPjm99RZcO5inMZ7z3P778npRHvYTomTo/fUEvhcj7z8uEjwRUuzyPDODFMR8KhslRlnw4pMU0jb77+W6bjVzy9O3M5v/Dx4wdF67Xwx3vt+lRLy4P5u/ST2uOUyFQU3J26wY+YQK4Y58AmvbSb4vbyRH+GWgpapYvKDThw6me7Kz3ZklQpfttYOhixl3b2tvd903VUdAkrKKht37prXmi8LzgX7XtuGeMur2fjCpDouIq6x+kUq05cR8UqS4GQCf5A9I5alC7gXNARyl4y3XVwxAmfi+GKidbILjGxU9O5bc5dk+JnEVIp9n+lQKEIrOwl4N1kDXr77ttT98Qsx65i3Nq+6Nd15np5YVk2xEWGAXXpXq7UvLKuK3484uKo7bowcnp4qzLvLSjTM/1Eq4VtvnA5v7D6wHVema8z58uZeamMh5HL+ZXvv/8j6/XMV6eJ4/iOOBwZj29I00G5HyVTcybkQs6VNIjNtCSlCjdBnGeZZ3x4IQ4fmE7f8+ab3zAkTfOq4TBi9agGAaAZocY5G7tPO52aVrRMEatB/S2t7Z2VWnXMu4F5pAjD9ADOmfZGZr58Iq/zrk3RaiGeHpiOJ9I0EdOR5XrBzwtIIefZWpaJFOBwGKnV2rCtsmyVMQz4eGA8BMRFtk3nO3LOOmeSy2cZZdeMxOnnrieeYhDByT5HgXO7BBxWXnSjZ1VO71yBrvthw4J3+39fa7bGpAHelKz2WsQkEPn5ptgBDH2/9y0CbIM5ZYV+vsdkDzgixqXYr1329L/XDztvwajyrSm5LEhToNdauNoy8siN6Hyfp99wC+wQ6kW+s2tzt5mXzy/V5Cl7FsKekKgV5S98fDHhql94c71IsqBgN3SfhPP25y4w7MzItollJur90Lsg4pV1uCxX1suzLfiNum2k0hDUpWmaErWt2odPehqu60JeF84vz4Dn9fXK+Xzl9fzC68sr4zSwbgsv5w+EUgiPB4bDienpa6bHr0lD0vkGgVI2qk1khnXDk2hVKKVSWsOHxLqtcDmD+wnnJ7757d/z+HjAUfVaaqUZ9bqWTRdbVeDMd0nANOr9bGLODm4fNHMe0nhE1bDyzsAcphOF1TQ5PY/vfk3OM/Plmdf333P++APzfLHR/EZKiePDG05vvmY6PbEsMz5nfIzEAPPWSEm1ItIwcDidEIR1nVmXhXndqFKtT+8J8cDx+EifmdCAURWYDH0iVIexep7fUSvvxXhTjdpuuEGnVoc7tfA71O1WEvQA4XVPdWKbdiat0yGCVCVxee/2f/+8Mu5r9t6t3EBTueFsgM2v3AUGy146aCvCzqXQDSg2O9O7IW3/flVwU9n8YLhB6AI9O7LXduB0L+/396L7bBdHkpt85D/KC+6ChXqO3hHN8JaFONW+/YWPL2uP3r1xvWeaJnZketdvFJUb23Jmqgma0VhbY8sb67aRC8r3x5Nr5Xq54oBtWXS8nMZ4Gvnhuz9xXSrNP/B3/5Ma6Eo7U7YLkje6AkEpK+/f/8Tl9cL7j5+4XmdrucE8awbjmvA//9t/w9ff/o7T09dMb76CdGJ8eGCUxpRXtuWK95FcKvX8Ql4DZXtVJD5OhOkBWXTzl7zy+ulP/MP/+f/md7/9mmlwuLZCa+oGJtmmA6NOofoJlx4I09dmTFyoFbbSmK9XwjARhxEHWuZsqy0Gz3h8JKRpd173YeDh3W9Y5mdKWaDMsJ4py0zOhRAjb3/1K46nJ6TCpx9/4vnjHynrzDZfkLxScmMtCVcGJCf8OfP47htOh684tI1PP33H5fJMWxek5L3d14rS0b2YzID170VQv1ing1wpBEJ02lJv2matVRhSb0gaDRmry1vbO0OdebiPS6MqVbVCcUoo6zMQHeTrGEQXxOkZmfvvEIt6x8lbsFg3Xd3BnO520VoRpOqUr3faBRFRcH83xrb3GMKgAb4VAw178PHE8QgUGxyTW2XkIHqroPp+tp1u3fG7Pdi7jArXNroUobPg03FDDXSftXCbjcGDEiF/8c7/wkCRq56qu82ZXWSrKu8F7BH6RhJpdM+LLWfmeeZyvXKdZ7ZcuFyvnF9fmWcF6q4vn1jni6oqtcbL8wv+ApkHfvrhR56eHgjBMQ6qDuRpxODY1sJ3P/7I+TKzbDqwlIInRZ0KnJLndDiwbEIRpTyXbeH1ww8E54hJa0sXRhzC9VXfh3dwfHrCuQGCI46CT2fWbdGF34QPP/wBKa88nAYeDh6aMitF1A2qlDNlW8ibOrHjRqZ3f89wfIc4mM8/qI2fyfOXspHzokxOF/REl8DzT79nm1/ZljOvz+/Z1plaM/P5E88fvuc6X6m1e6Im25g61Xr+9IHXj+/ZrmflsOTKkivLD98T/E+EoHyTaToyHo4M00SIajrs6oqXTV26cgEHwTem0cGmClOd3emtvReCivdIvrlmu460i01omtubqnbdRFluqXYv1P2+eQQVqQ02CNaa7JwGv+cvmAnQrSzQg72/uj2kj7ArWFqymiO5qE5it1REI1AXv1WeqF2fORWpK3rVVry1xPM2k+tGw9FcJBGUVVobUjI1KY9GOzg6on8zU7L3bV1G6W/DDmN9W5pF7dmUGGYR/G1OhZ4JYSlZsWrEU8tfiXBV7YNxrtc8sqOxzdKZfWCvqz9ZS7XWxrosXC4z58uV1+uV50/PvD6/cL1cdBR9vTJfF+Z5ZpkvzLMK6Lr1hcqf+O73/0D+9a9w6Jh0iMrpd1Skrszzhcu8IWgrTxDmLRO87GPe799/ZBgfgEhMIzkt5OWM1EHnPZoGva7knWsmpGjqUTqVWC21aobWr7nw8vpCyZG8JB5Pkfn6iT7m3ES5ECVvlJKp5Uxp4F++AxcRAtNXX+ODDlghWUlJwwHngtLN11ekbvig487eC68f/qgiN/OZbVvJ5unpfWAYj4Q44XyCrp9RtOtS7IT3Tg2nvdfSAFmpW+Gar1zPyoFRS79M9I3DGE1VWpef7yIyXnW1xGr9KtoBapZddnl9RPUwgjl+4dg7E/3xczS+d0D2mGGCNqGXDr4DZm5/jia6dzL62Kh679CJU98P6XJzmHDSLYx4nJZQdsKro4QCiN3VS0Kz0snjo99xgg54BiOgITbX5BeaC4SWcNR9TqMLF2vZKQaCWqCUyr3wjKePtYtygO54TF3PwpPuhKNUF+UGE6hnjkadyi99fFl7tKdK9JSoI7HGcJO7G2UQRmta32fjILy+vvL8/Mzz80fev//A+eXVNBihbBu5FNY1c7nOnM+LfWpncnV89/v/TG2LtSOVleijh1yQuirHoFbtwZvQ6bJtnKYECFvJvLxcOBweiHFgGA6k6NmWi9Kpgw6VNXstUMr1Ol9MRNVZO04XXbP0M1dhWdVKb7s6puEbrpernlhm1rOu6+6ita2zqliXjHOR4fRrHr7++9uClGp+JiPiPE0WWl2VYRr0tIop8fL+B9b5oq1g53eAz/lACKMGmcYuXEMr9uHpohuiZzwkq7OVlRhQ7GGZZ9Y5gNd7F7x+203mVUVnoocWdXahNRWjuQ3Ndf6C3idpjeY90TZURLsmuoB1R9bm9m6DQwOB1H44ibqB0aDPO3inU6Md5ddoQrC5jT1Q9FXa9MDQH6u5Qedn3OZKLVjtA1vYDE2HHPRndI6FeOM5+Eh3pPc4A6x7cLKuSLOCwelAVxcJUse4igvKet6nVndOxA1X0a9bqQcmoFQ1qzJym/e9vQtYRk//937Af8HjizUzm6nq1H3y0BBqryPb+qGrrKYg1FpY18L1fOb9+5/44fvv+PGHH/j+uz9z/vQ9QxSi1WzOq6JTa411yzivBrJio8sfvv+vlPKRbduQ5vjVb/6e4eGBZf5AqQvHMXFdqonksrNIvdeFuqyZYUj4unL5+BPbPFPyv2AcIo4jRHXe3uazuZHDMCWWywu4REgDw6TWAbmo10YuDfzAND2xrWdezx8Yj294OD4hbVW1rLrx8vxJO0YiLKsOddVtU42K9l9JD7/i7bff7hofcTyp74iBV9PpK7yPbOuFcv6AMID3xHFSa8M0sawL122m5IZPK/PrR67tJ8q2slxfCD6TkvmsVCGNI9NhUI3LCqfDowKS/kpuV3LOHFJA3cgrHz7OPD4cLItTVmYKniSN0tNj54iGM/S0OEWd96jNxGyyidYUwbvGw/GI8z0DUDEbp20QIOJd0c3TNxnarvSuj5jr4uzpepNqsnH9FDZlsWZhzqY2b21SY806oE9/Km1Uu3Q4SAY2moiND+pZ2Gqm0qjeMR7Uo8XBrjgljPQ+pw8JFyacn3BOT/1A2x33RApUh5FAdhEc772ZXnU3Mk/bMwnLgry220OIBCtZ4RbrXIcM+t9FCDX94r3/hRiFApA4bb3RepBwdmMMvXV6I3NphFwITij5yvs//0f+y3/8//KnP/6Zn376yHScePfuER88ta7aLy/qBD5EveFK6VXx2h9//A7CylZVFOXT88zf/O5bXi4rn86F17nu2pedQqv29A0JWheneOTx6Q3JO1qbefnh95wGyI+PDNOoA0DbatRoHRXftpWadRQ8DolpSrg0meAL1FzVYbsJOS/85//wv/Gv/92/5/HxLafDI5eX9zjv2NaVshXTwNhYt4V1ndmuF9r/9v/k3/77/wdvv/kNaThqABIdLirbwuvze05vvmFbLlxf3vPxhz/y+M3fU3Lm8vyR5z//H7y+zKxLxofEmzExjZFtXfGDcHz4hvn1RbOFsICrpOlArl4D3raSi3CcDvgQOBwGcsmsW+YwRQ5TYtucSfQHA/8KkqwnH9B0s1gd7x3BB9YtqxuC/f00OkvHRU9XA71jVEnFMUU69ujMTOjW2LMT30q+3mlxuL3e9tzYl/1kt66pYgr2v9b83gLVb7BJzqZlizNx6NagNsWihkHTCmmFWr2qqBkPI9dKKJnYJSFjRDGGQrerCGEEl5Dmdo7NNCaqjIgT1R1t3ko4vQfefY43YBmFD52xKjeRG3uO4kV1/5qDXdfi9rDS5hc+vqz0qI1ciqU6OhSln2WzNLt/pA7nKvOy4D0MSVPMUi6UPJO37lnhmZeVJqrGXa21FIJnHJIas/hbStikcLlcIehX1uWF777PnC9nrutGaWLalLZQLHuspqUYYiCGgZgODCmAbNSyMs+vSrgq2WzjIA4DkYBvQmk6addaYcsrtMOt5w84l5kvr9AWKo75/JEfv/sTtXzLmzdPpOMTp1yAT9Tyqp2dXMlFZfHwnk8//Te+/8N/QgTeffutmtg0lf+fL590YOv8TF6vrOsC3nF5eSavmfl6UcBMlMTkELbiiONb4nAEqk5bbqo0NdSIDEIuG/Oi+iGeBk3p4SF60hB5eDhwuSw6wh4cp+OBkvOeDqcUyXlV4M9B8EJzPR3Wk/u2JvSh1Om+cpV7oIQ8t7cA3Q2QAMmI9PajPd9S8q4J4tEUtrMUvb8FiyaNKn0Gw8rn1qhB1auaAE3vj9gUae0yCfRSWv1Dut6ldjlMpMnfOgxSK817aw3emJIddOxFuhP1tpWaEVTrdBxGnIvkbNqj7q6c6mWCAbT7XJFlUVo63TZ+0/aG3nfriNwDot0iQ/5agaJUXdzVaNwBIwQ1+5EGujgHrlTWLTMM0YZfLBh6b6BhYdsW1kUdu2MctCMA9ndTPw5BgWCnRrbblvEpaFvNFV7Pz6y56LxC/FzuPDjsg7wh02E/LaIKiIj6Z5bW8LMNfwV1KFP6uWe+zkac0lOA1khD2gVIvPNsi8P7gvhALZnnjz+qDWKaeHg6MB2f9HSfr7dZFOfxYSAmuDz/yIcffs8wPfD2m18R4kCeZ7b1zDq/KM4xn1nnV5bLCyKN6/MH1nVjW1fERW2LiaNV4ToviBsZp4Nu4JrteoLpalbyoiY+zqkxTzBhmg7EHQ4HZc2KnuApmRRgzbpBnWdrUG3isoOjrSrPANr+ubN/LrY+rNzsWGRX0VbMwncwQOtr0TTaSnMDADVetdrMk7SLGYutQ8FZ0FRc3ZAVyyxUMrFZrd/ssNPnNfrwI7fN1xTwVB/VXvpXRLz9MmCzNcQ5o7K7ff9qMDR17qYizV2WQd3NBnyrULp/TPts8/fORRe02b/2s4fYPrwxRt3+fj/PIH55kIAvDBRrKZDVizPFaJFTw1y4vRu8g+abGf02SvMEHOPhDcPhiTg8I1K4XmZCHBhGnXnYatEsxevgzxCDWbYJeBVqXUwJKSAcToltLbqAvSoUzdcLy6aovotaFtWqEunRq6xd3VaqB5884zDwfLmwPp/JTVi2gognxmgbfeR6+cSQ1HdiSlC2hePxqOZEQQGjEMOeXqaUWOczr88fiGlgGH8DfsQHxRO6tkOX4asls15fOX/6gefHr8j1/8bxeGR5/3uur+9Z1wtPX/095+fvmF++4/WnP1OKM3HbVecl/KCnngu02vjw4/eczy9Mh69JYySv1ZSkHaU01qWxzpnjSVXHQvAErzWrGMYwDANvHlSLUzkwSu9OQbO9vBUTe1FkPgZHCrf6uTQhdeWou8pBf2/7PmjidJ5K2k7M6kPK3gVq/6bePu0teAsM3hlIZ2bNHZyMFjhLFxbqqmTNNDUl3hibTQWRqmAqa9UOFc0YSiv6Ot4Toie4LqdQ7aIipVYd0hMMxATvbZK0FVqZCUnNjxW/Myd0zec0wO1ll0bYe06F/cseHvrvN8uA/Zt3jMTdZ75y9wHIl4WKLwsUy0Y3xBH8bs7inaMawOodhOA5nU48no4MQyR4oTaPT086Cr0sLOdXAOrRuAWo94N2D8yHIsFpOuDQdDFGhy+NLWuLbhwPHCbVPyi5UvLGmAJpSCrSm1dKaaTgCC7YtJ4jr2eCb6R0JAyB5+8+8eHlynnezPnLM40jYxoIMbKuM6fTCIdEdI5aZqRVxnFiGAfE640fj0emaVRT5Lxwvcy8f/+RKo7f/Iu/I06ZtG6kstn7VR0OH0a+/dv/C59++jOX5x/46Y//ia9//RsuH/6AiPD05reAY5uv2uXYVnAjy3plma+U3Gws/sjjG82Ualk5f/gvjMnB268ZDw8s6x/IDbYM87wxJEXI0zAxHk44HNuymD+HtqBTHElJR+rLtiAxMI6J4FWcJ9d21zFoQGFIRsfOsFVhtI7Jfj5a9qGZha5bBUz1lB6iNWa8Uw8YtBXd9T69AxcNTDQJQKngYyD6ZDqjheQ9LsDmCk6adYCMe2C/O8MwdMoy3JUZfRu5PSOqreJbgKbmRc4JXabOWZct50xtjciAC87KCIcQCChxS5zoIJ1Usz/Uksp5iEOk1T5Dok2CZtyJXsSJmIhP/9pdeScCHu20fZ5x/CwyfFnT40uHwgwtxltm1AkwguRqcmmJGKKetl71CLrTeRMdMy7ZDHT3NKqxbbNuAEt7xYNvznrKHjXI8rQipKGBE4YxgRTTYFzZsnZDXEjgPMMw4C1EB7za7CV1IfNO0/HrdeHDy4XX62paCVruhKDoc94W63crDiMuIbVxeX1lW1eODw8wDjjXcNdMy55cNj49X9i2SowvvHn3huPpCcjgI+JG0qjmxA0HfqBuF0R0GOz86U+kVIxpGFiXhdIuXF8/Kts0TZS10PKCR2nY4xDwFdJ4IiZ1EKtNeP/+O9ac+fv/6d/x9O4b1m0Bf0acMIyjgb2ZdZ55ePpa4b+snI9ajfkXPZHYt5SSnDxq0rtmm4ERPcXDLSWuAoZ5q8G513mMrsrRf3lvixtu4/MdhDMHLv3HjkFY27TrALrbnIU0Z5wXaKjre+pQwR3tW3UzhBbE1qbaINbqqc1Rct5dzvdePxrIXIXmVXUd+txFw/uRzhAtZVPJSFewpgwVIUYBF3AtKYtXDspctlIZ4zloCdQ7QdyVHRieq9mju8+wfrb7Xb9mvXr9mr9hH1/y+ML2qNhNU2TW2de68GdwikV4Q2G7kKv35sJg47hSq/WPFdmuNTNfM+uaAWdIb1C7NRxdTFTrWyEmb7qBXgOD9aNj8tRN00adMMSGuiLRB1JMxJDwsftaZra6smxZ36vTxRyCBq/aGiVXUlJj3VY9rakDWF5Xct7ACdGfCF5wToNWyZnLdaEWmA4JEWGer8r/EE1TfUwErxaMzY1c1gutNVzJ1HxlvXzcF3RZVnJrbMtZpfScI+cr3kMaEupb6jRr8wEfRtKQyHllfnlmvryyrRuPX/2Gy/XMvCzE60xKCvyqt+ZGzsXusd6z1p3eMWyp9ToZRJzRmTGcwfRE/S019pZJNFGODdzwip4E9xXdM2Qd1Vex245j7PiWc3cbw15s52FgGXWzoKRdBy9iQLl8tpHEQE1RCoQFmWqzSF4VyIPr8lfa2QOw2ZzmK763QukB7faesYDU/WrV+UxZlt5HJPXJ134IAagI8Z35F13bxWC2W5fGuTtH+z641g9m+fzm9iEyB7dBzvsP4J9/fKGl4OdBQjX/NE0NTnAuGsHIkYtShMfoGROkJECBmqEVTd0CiCus28L5srFcs3p+RJ0TqNJ0kMquSclKhTQOxEE1BDTzjYwjHA4Ty2XjMm9sZaOJY0ieYVApvnFM2qduSr/RLkbWkskW5mi96myj7rU1YhioWcg0VteIvrulV2qdGaNjTMlUyFe2dWNdG8N45PHNtzx9+zeW7naHqUATR/RJOQOiDu21VHzSmr6VK1IqOW+qMuWS6lFk1aicLx8Yxgd8UGHHsm4glbptODcyTE+EFBiHBdrG+z//kX/zv/7fWbOWV9syE7zsIHLJmdfn9/h4MMwiEUXI5gq/Z67ilY/gvG5Kp7Z7zbQl6maZA8ps1IGtTtZzDFGDn6DdEe2qmvystVXxHfPRQcI+T+Q8ePF0AQxty9ugVLhlHa1VQtQT37mgYrlrtmCjGZHDxKLF4fGGixRrmwZqVRMjB0qCupPkQ/S5YjoWAGqwYybFRnpyzpsLnFojrKbGXkMg1Ingwg60O+Nk9FgmfSObgLD+6IJOF/avgw553XIEZ8Ctbdjba/WX65+lv5VUv+TxxUNhfWpNHbltCAyUjGQGKbXB62xoeQo4EsfDieg9La/UTfUfv/76ERcby3bm8nwBCl4irnqL8rqvO/03LyvruuH8A8M0Mh1OzE2Vn/3oOBwH6sPC9Hrmel2Z18K8COPDgeHhG95+/Q6ZXzg/n5GS96RxSFpqeKeA15qv+zV3D4nSGpRMm0uH24lBGAjUfKXJkeQS4h2fzleWreLHBOMT01f/M4e4UdYX1usztbwS0kiVgJgy9Dq/QtuQCvN14c2737KcXykVcm28PP8BCmzrzLJcdXbg+E6XT1Zvk/N5pslKGld14DqeCI9fMV9f+a//6X/n+bLy23/xt7z9+u9wLrFeP+nGqoVSVrZt43L+yOoCKQ4czGe0lkyrAkTtBhjXQH1QB7y5W3nv2TYVDK5oar9VVXJCFLj1IVhJer+qAv1464rSexYhmBUllnLbH8w9XFolxaRZi/c2Oy3UthJ81PswHXZ1tmIdmeDVt6R6IZl4kNKhq+EXiVwbg/dEvAUyIz+ZtqbUjEsHnI80Ktt6JQ0T3g2IdW48jhhGYjrR3KBrBVFxZQw4LSZQXDYNcCZ51xAk5510dxvJ1CxPxOnkcdPyvLuC7dq8dAxIHc6dNDDNjT7Y9ksfXxgoZJ9w6+2j7iuhFOeoF29yaWFvxQVtOaZEGiAE9Qb9l3/3W47HQF5n3r+HZVUi1bpVtq3g/EAaJ/sQC2n0jHit5aoy+B5OR7ZVqcnDdGQ4nfA+EuOFcF1obWM+v9CzsadjAFfNrMeBi9RSyaZCtc8kBE/wnhD8jsO4ZiPBxvzDUusU/d45aAXWrTKvmTBktq2yZJiGAXEJUDHdXAUXI2odoKddiIEqheePP/Du29+yNUdukIuAG1i3M1tWla6YDpR1Vcr7tpHXlW3L1iKsLJfINAUlmwmMh0c+/Pn/gy9nhmFUU59rZhyjOrWniWEUgn9hvl5YlwtSC8fTwURwIa8rIJRSdK1mzxATXfY9WBlQbECs62jWqlmGd9qBEndXa3MTwe0zpapCV3DiDQsJ6EiIZrNaXnkVfLG1qROUvRTWz65b9IUYGdNIK4t+1raTanEUDzV0GX9rqdPI24Z3leojwQUV/m2YfFfPGixgoN6yIo1SM17AtwGkUgRIkMwisuaz0bVX3dC+S/Y3Uxfv4/bOeEF9g+s9Cz2o2XW7him6K9grxpLey5WmQVrFd52uXYe2cf9acv1YLOofSGeceR8IVhM2Q146E++mwOzVAChoXex94Ouv3nKcYFuDTji+zJzbSjZiUMmVMDldKFFLEryewq5pLZqS6XEKBJ+YjoMCTkbk2dbKeV65vj7rInmaVK68aQ25bitb0UEpXShuV/9RPoe5gImZ6nagzWpm1Zdwe5oLfu+Zr9vK6+srH376SGwJykzLCkb2cXqcXov3Ko3XtoXl+sK6bkp53iqXlwvXeWGbF2PvCXHwrNtVweGq04c42dPr2opiMU0dy8bpyLacWS6fqFkzv7zMhHAgDaO2Rr1nOukhUEyyvwyRmKLeh1psPsXAttpowSjhzUBro2Jzt5xLU2PhXVGpt/IsO5C7Eryn1F3IVjkG3sQEer1uKlRW/kAHxfVXbZ2+rd00kUqMgRi8igHTjGylQayUSgyAAakhOBzV+BZC80K3AtBBqgBmIN13hP7XgpNUkAzGtlTsQg8IPVgNZ4C7U70DuDvNC48QnJ5wwm3N9QCrP1fUS8RIYjhVNr8RpW+FhxZQfq8CvmTe48swCvoIeT9Bgv4KNqPRhToQor/5k/Z5+el4YpgmhnHi4eGBt2/foDbuwjg+MLsCbaNVIZfK63Uhjif8cVD16DiSkgaS1oRWKmEYDGxU5CSNB44oaaXVzDZnliVzvr7w8eMnPn4cmZLfZwTWZWHNZsUXtO2lJ4XWmDFEqjOLegHXHEO8UXx7LeqIGHNfQbwA6zbz4f2P/P4f/gGWE2MoDKFxfHjkcn4l45UV6RohToR0JOfMtl64ns/ENLCtmecPH/j0cla/U5Q4lEpmWa+6wLxnGAJh0Ho1RsWKwnDAt0W7IQTevHlDXhdqmQl+ouQLedNhJh+wqdMn3Ry1cHn5yLbOeH8kDSOHw8TlUmzsXdhaoeYNR9901RSsnA2oaYdiqxoUvAHVzhBOEbHWIXTdS4d1JGDPOlJw6tqFp+Eo2QKBCepotmgnqYDUVfEt64SUsnE4PO7BIhjrU/UtGrmoYExfQ9EHm2rtMglK+U5RR8JFin3edgju6jF+53aImDWjZDIgXnkpPgzK+/iMI2GyiF5VecTSGyeV6MSU0O6yCHcLE953kFKJgK57hRtzFWNQ060K0MNDMHLaXyNQaHanKZgPXgdQbICnj7o6hwWIsLeKmvlXvnn7Ff/uf/m/8u23b3CsfPv1Oz59+KDCNBLIuWqZ4gM02PJK3hZitInJ8cQwHHFxIeeNbVsYBjWUdZjGRBZCPDCdQFpmy6rX2Gpl3hY+vMyEHpltgQaPtkSt4+GDdlgEWFdd/LXqSZtR3crjYP18L4QYESqlOkrzjIcDw1X5Hsv8kf/wv/+/OH//Db/+5olvvn3L4fiAk0JZMtk+bKUZjwQ/ktsrP/z+/+S3f/e/cDgeeXh34B/+83+gcGA1wZ/jYWaaNKMKzunYuh+sPtVycH5VEZt5vnB5+cjxOOBoxJQYj0ce5CuVypdKCFou1LwRw8Dp4WscopyXRWncj2/echRYlyu1VYYUVQvT+AydTOmclofSlMMyb5VcdC3UpMzIFPVe12bkKu8RBwE1dhbnaU5FmqUUEn3zdpWnQHCOFlTfoQUtG5z3TMcDl/MzISTtevnIti6klPDuoJYIqyqoN9ShTPYNpxyGISTNKgFXq2peOjsEvGiXyzIi7yMhaSbbN6d68JoNY9MyR5IeBt41syQVPeG98ix2wRkLA5phWbYorjPDQfr8h5Zb3pS1m9eWqhht1aOZdfAO8ZgQj4PmNGOvf6Ux89pECULeM4SBPtrs0I3o9ywimtKvMjM3KvNVOB4n/tW//V/527//l5xffuTlw08094kqjdIKzXnSMJK2SvBwnCIpQc4L61qIw0g8japgLT3yB9Tj0UMI5CKMgzIk4/TAeFw4bpVcC0vWduj/j7Z/W5IkSbIEscMsoqpm7hGRWVlVXX2Z+9DQYoFdAtEQ4Q1v+P8XEAiPwGIxl97qqsy4uZupiggzHg6zqHlNDzqiadOKojLTw9xMVVSEL4cPH35jSDOiBNHl4YrWwiCC4d9Sw6J7jCuoWYZkGbHEhO5hHcd+h6BiWxe03tGGYykdt/srjrZShbuT6bjvX2E2cFk3tBsnh7fjjhEDkP78x/83nj78Fr/9w7/Dv/8/7fjzH/+E/egwKD48XbC3Ng1aO+7kr6wrSkwru91fUNZ3KJcnyO0zhg1slwuk8tp++N3f4vPP/xXuA613fPjN79DuN7x8+YTb7ZW4hfucR/Hy8gXP13dRFbpjtI5aC/qDbqaFihLp3IIqQC0Ig+AEa9uAmWJbFLV6COfGPFhoVBAGqhP7ycKmCrVGx2h8dIGD3PcdS61RGlVslyvW5YJ2NAw3rOuK1l9RjJWU6+UC91scRJ9d0EVYNnehTJxWmRGzhlw/8a8VtdZ5kN0EwIKyXGHd4Oqo7jA0goiiwRMRDpsWxDBqTkH3MAKucRyjy1OKQmy8iWwQcoM+SVX5K2zft5meRWphxiqUMMVjhZuYiP9aehSZ06Tw6aMeReaJHFKioeswYDLgA6jieHrasF6eqTp13AH9BcM5D2I/OhycSs0Zp45tWwFxKnd3irpen1ZGF5WYhGoJKyqA07vsu0GEtOZlvWC7HLgeDdd9wcveceSk9bhmc1rZrPen9LkIQ14tCzsJh+PYj5mCiSqknGPvqXFJevBSK2p1SOt43e+47htabzEIecewRlJTb1B37PeXIDkd0QkpuL98QkrD/fS7v4EbcL/d0XoHxmAVyQl6HUejLsSycOTAiJL7YN769P4n+PFK9XBlG7JoxeX5RxyhLm7mWC9POI4b7veYL1vouZMH0BrVqGvdACdXxpNC7Bohr3GAsHMzpxpVpgjuQKeDDpUrTLTeIqweFgi9EVcAMr1I+bxkBWOG++Ls7+hjEDjUEIQxA1DZV4GYUtbKFJWhuEukOAEkzv1clN2ggUFJRCipPuYOIMq4Vdg1zerJyUkRIaYx0wepkMD0EqSks0+eTaAeIhQeQkpMerS587Cn0hX3X65QYh/8shSYSmUQdSM/Kf/8GoYijUTm8NNQuE/AMjc2yUoH4A1WgEstkWtx9oM7F7n1gfvecLsdcBHm6K2hdcPl3crcN9p87/dXjP7MGnstJCxVhQxDznHsY+DYSYRa1gpV9pJs14brfcdWC/rg7GtzCa6/EJ0WQfEEKYP2XSqbqSAYYhiNqLymUdQanAKuO6/XUeqCbXMcY+DT5xte7he2q/cjooYjOmhpGNr9BUlIG+xtxrG/Ekk/7vjxr/89fvxNw+v6Ba9fv+Djpy+ohWs4huO+D2gfWC4FLgv21lC9oLeGUhc8vf8t7l/ADRqEqt4HLu9+gr98xrH/jON2w/vf/Bbr9Qnr/gW31xeIcBIZ3NF6w32/Y9tWDnASQb/dIvcFZp9F7IvkURQRdpXOtVWqXnWnJJ6AkZGzvq9SwhsCYo7K8WjpgNlUGGGzpKEIwVoRCu9syxO0hJ7EoPzAsA6RgVI0IqERICGjFtHY23LicBCBayGIjjI9uZYFWhdM4V+eU3JKhI7OLKohIDZgBqghCITBBQlBXRWhStjj2VXO9KA2hoCU7VDSikjIPUFinYaDj8BmwYHDwp009ogm4ua++dx/N+Eq68jDUsYrI4psnhkwONBJy1YMKBi+rcsCQccQglIve8PPf/oFf/rjz/jllxe8/7Dhtt+w33fmisMgxrbhZRGMtuP1dsfz83uG0KWirCvUHGgdt9evABT9eIWNjttr4QwJXVGXC7Zrw7I21EZrPGaOeYZwRSUYnRxGsy4L1lJgdgBquG6Fk64KKz0qC9wrvakCdVmxXS4kVK0bLtcLhv2M+37D6+2Vc0W2T7i/fMXx+oL9/orX+w3b6tiWOlmJzHcb+mEY7UD5+R8w0NH2G+6vnOUxBvD55cDn1x333bDWgXfvuQn7uOPeBkSMOMXLnWCarjAt6BD0w1EvG8r6HnVr+PM//Gfo+oxSn/D8wx8w+v9Go2X0euta4KOze9QVy3rFfr9DTz/GJCFyYbdA6CVBPu4UVZLphrEdfq3ZWs5nMACmlUIHcAyyXjUOcjJWUwkLWtB6x7KQAHXcbljqU4TuJaoCHe4jcDbgctnwMu7kL6lQBFiFk9xDwKgPh5uiGKt5re8Y5hgokK1g0wVFFBkSiFZGG5Fi7LcvGJ3T3CGIhjD2h5gPloPTyoRGx1SxF05Ihy4QXSEFEGcLACXuLNKmB/2NWUnxM9rIdGqK7OZc8xOn+1UMhTsHlgjGuUAiULdQhy6AcmF7a6gKyLJgu2woRdCOgdvtjs+fPuMf/ut/wp//+EfcXu+4vvsBdbFoUY5h9mNgRGMQRHHsBz59egH0Al2fcdnWCAkNagMqhteXV87TGExXVAtUmBKIa4isnANuJXJpZn70CKIB1GqJnpAXwHcUHdgua0znrii1AlrQXbE35uDdgHV7ZsgbXZW/eX/Fxy9k1R3Hjv3+BT//6e9x7C8YfcfwA9ftPRDgU60rEHgP9QQKPv35P2G9vketKz785ne43+/45eePgB1YZODuzh6B8BhrIUV9XS8YY+Dl859xrCvqwsHR1+f3aO0G+RQlOVc0c/zx7/9XvP/ht3h6egetF/T9Ro8EQMv2gBGwfLnUFT72kIQLnkOEu+YxZ7QU6BjAYMVGC3s+hg32wygxnuwIdbGJWbgbWqNeBscUssQ3QsMCUKy14H50aKGYjcFx7HeOaywber9BLJS7TYLXwTkmnOI+gEhhmyn6ASzLirpQQ3W/H9DCsifxsldY7yi//Rss2zLnwHLLDiC0UqVu1Knwjt7uEAHMVlQjN0iWhuGC4QPmCngqWAlSC3QOOg5g1a3BvSDF7RA2g3b2L8E36peq6wRIp9CxyuSe/O9uKGjJLXL7uIHIpXpYsGIc7JrvLbViW1dsG8HN+77j5etXfPzlZ3z6+RPu+4DLgvXyDrX2AAZ3IFF4AxC5o6Cj7RxHWCqnkBXhQxcRLEvBcWf9v/WG3jtEFnrm3nHco9HJT9a/qgR3guU7gSBK19yYMlCkB9pNXshSCxvLojnJHKccvaWoywZT9mX4dYOWinfPG7QW7PdXfP36Ce4NKjZLsgmYAhw8VOpKxS5Z0Mcr2nFjw5su0LLg+vTEPpalQUvI6fuADUOtBa3vUH2CCFCrU3cjmH6iivWyoY+D6c5xx+iNzMqSGMaK3pkSDTgwOkHDCPNRWJKMXRrqz5iRpkRFAMaUQDV7f4itJCendcNSdbKwzWTOz5UA5oZ5yBY0FGWzH8uoI3AFjzImhyIf7Y7q6yRnWT9jnhGt4eRokJx09BYVEj7nPjoW2QAQWKSuazSQ2UC5fcH6+gSDYVmfCLRH+72NESLKLVIifhdZnwcd0ajUEeVFRao1gsMTHA3x2cYgTvDRbAASojqOcCQZiTxEFLm/i8w1PPW9JqTxza/vMxRR9on/wmR7CYJjDpQRYjNBJ13qgsu6oUROfL/d8OXLF3z85Wd8/fqC1hzQld4SO2cnlAJRC3kwGoKlFIgPHL2jHzv2/YZtp+5grSSxLMuKUkiwGb2hHw0Go0L10dCOTlWpTD+RBgExUp4rR+KVo4ihKrUhSymz9l1LkqyYnhPE7JEusN6ndYHKwqALGy4XY3myKPbbC/b9leXYVaP8G/qYoZdQ4IHyr5BywWKG/fbCQ1oEQMH18kTNjLVhXe+432l43AbqWtDbDQIqhl2uF9xffwbccAQxa91+x4FH7UA/9mgtp1qXSMGyLDHGkA/XRvTFeDb1VYjQmzLXp0dHDgAyD6EiQIozP3d+NwlTjCD6sLmembbkM0qSlj8Y46IUITKEQE68x/wczdf7AThQKjVDYgxGhOcOGyEnp4IqBffjgNtAKTROzR0C8lFEBGN0ZPemm+Aor7i9fIyPFEipWJbLFHX23mJcBbUwRLMtvlObwjlnhvlTmsyokEimVWkoRjTIBDciJpjNjjU8YBKxTtzHTKfmTNW/wC6/w058/+zR3vssq4jUfEYYozN0F8UoHCL7w/MTni4XrOtCzYg+8Pr6FZ8/f8Sf/vzn6LQcqOuGp/c/we6/QKWGZ+d8i6MrLnXBVlfIUoBDcLmuuF4XuDfcbkwv6lLw/Lzi/bt3KOgo6PiyH7jtN3z+8oL96HMwjCI2YGxYdaBWqjwtC5ekKst6S2gcEDQzpAZA0F2gqBTIDc8jArTOYbxaQu9hWVCUv9eOHV+/fqRsfUrCOXNvs4FhA/3ogN8hUuGyoBbD87sfMAbHLPbjQF0+ALKiLAuui+P5+Rn321d6C20o+gwtinb/imW54Mcffo92fwWnu3fcv/6C0RoxCsmqPQ/4/fYFvR149/4H9iBkuIqC/b5jKZxUfhyOdb0G6t6nR0vPS9CO6UK1U9AmR2aYKSxUsMcgUFeX5BA8VtQUiPdZ5t8aepZRyUi6eO8dVSuK6pyJeq0XSK0BrjsWOQdSpeLau6crbi939KNzsPBS0fsN67JgWVYs6xX322ce1khX7y8v8GEYbSflHIr1csVyuaCsK4oK7i8fYf3AgEN8RdVl+vWIwZlmuc99NU+wAz44YsEz1Y+UD4KZngAIMZ54Bh6pi5DQZ+M0HEWjoV/l18MoxmiwXpEj8NyPsGREl1V0su+QegGRnqgWPD1RJq7td9xvDT//+U9orWB794ynd+/xX/7+f6GakoN55+hRlxdACi7XFc3p1VrjA3p5/UyJOS34zU+/w48/rNiu76F1QV1X9H/4hKqKUZKai2gM4oPZFuD9+43phLK9vdYauSK5gPAAw4ISjIik3BztOLBuqfeZINKB3ndUVJRoAS91w2h3HHdOOVOlfBwnh2+cO5peQgWuit53ILgD9foOP/zmr3G/fcXr18+4vfwCkwtDGlUsywXP7/9qhruM/Ar6QSGaUjeoUkwlfDRu91fYuEPLQnJS2dCV9Pl9vzFNEVY7SJK6wEdDU0ctwLZplE7pOCyavgBqO7gLmg8MC2DTleF2bORSDDF1AR5RRB+OpeQVAi7kYmTZXaWcVYMwBJT9j7GCxiUspQJC7sHtdsO6LgGqUsqx1JVp9KA2imjB07tntNZxv93QjzuWunKswuhY1xVPTx/Q2o2RlRnMOnUn9lDJdkNvT6jrE+r2jOv736GuV/T9K/r+GbABkRVaNkh9B/MLRgeyCsEUgftqCPddO/aQTqRB00g/3IxgfzXYbPAqADrc2oy0PHdV8EFQch6K/pqGwtAt+fOYG5JlGp8ddgLm/PfR8SV47aUoarngdmt4ednx9dNHfPnTRzz/9AeIFnz65WdKq9WCZS1AH7D2QD0VYdXEiPrv9xuWUvB6+4L7/R6e2eD+A8NvN7QerLlaoXZa1qIIabuCp63i+nSZNPTUytBsw41GBBFALHtZEPqHA+JKgk2MpnfrRKbFUUQjchCMdkPbX9GPG6jRSDboUitKpE5zFiaT/IjWuCFHP6B1xdPzj7hc3uHr5SNevnLamjXgMIOW95CyMtcfUQ6zjjE6Xr/+zEMyfJYoS6nweA+btwyjR67vVBTPlMjcsY8bfBi6AkvlYV1KyyMd7d5Z4otKmGf5kqpSvXcMY3t9rZXYw3g7DcvcSZDWB4MBRF4eIKd5RLhMxajdivgekgKVlp4jKgdnqLpSqKdEWTE/28xw3w8ALKubkQKukl3FHaLAUlegcoDP+eJcjmEH5Cjk5AyBr6E/UVaU5R183GkklA2C3eVNmpCO1gA+u9FhznYFpnZLUN4djkh122CaqySTDSunIfGImIRGJjvf5DtAzHx9pwp3w+gnh2KMHkbifNAZPrkK4AO3G/97XSu2BXh5vePzlxd8/vnPaHcO/hmj4ePPPwf/oGCMClhHd58LgACeCugRzBq6Cdpxw2gH3IHb62eWkTJEc0q1SYj0WjDuSlFsGyXotxJsuaCcjy6QQOvlITVwL/MA846S8EJDKTVH1rNKcUq/0Xj044be7hjhwVTZR7LU1DTIDRPXP1k4EVZ2yvAv6xV6XSBLBeQXlNuOY2/o0bBVlhQOVujOw9JHw3H7Ci1BMgJ5DeQL8J4cY4KxHJxj6KNjxsEPpTuyLJlWrEvBVE3yzJVPPkA+C3MPdD95JtH3IRIKWD7FbYIDdS71PBx5qDGBSx8OE0OtdX4PD7kEFoLoWh0h8kxDw0awnMhFgL73EI1WivUKwmEkTcSNLM1Utn5YF4OxwmAD0jvc7wBsivuQYLXEOAlOhzPEFC+RmHTPj1RnR6mFA2YTV/A7wmmyopr95DW2S+Ajosj5JNzH+ni58/WrNYW1Y0c2o4zRAXDTn9+em12xgtzzfae+5LoVLMXw8y+f8Od/+BN++S//GZfLFe244fjUMIbjw/snSC3wpmgmOExRayyuFAwD1lXwbltQlgWvr3fcboZtpcWs1fDl80fsjSFnTYRaHduiKLXi+VLwfH3C5XrBsq3UnOxBOdYCrBXW7rHZ6PXdyBi1ISx3WZSr1AEM9PsrZOmodUGppObSww3YONDuUbJNJRQ41mXFsq7QWulFR6QLHiBmpRCuGVCCOj5aA6Aoonh+/we8e/oJt9fPeHn5hC+fP6P3Hf0Y0HrB9d1PsLZDxdEOxKQyQHUJTsAxd6bODl/27Axj5WQM45jCqOuzKSqutbPzsi4aZWqmQDb8baItCjILQ6NSwoj4ROymoUhmLJXNOEt0iSiraIr0GsYo0XujgJDvsCwBLhsrJLWe27KUgvuxg01cBaIX3PdXXDaqarsWFKEhagebCC+XFdu2TjC15DgAkCekZUGqaI9hKKm1GakRhKnxgE2HIQJKKQqNBVAhyjT+zALCASVlO3gQcDDlD2wtTCZTigfHolLgRafkQynh2AVINqf7Cf5+6+s7DcUdOR3ZH0Omh1CGQCEC2CunR+kN99uOz7/8GZ/+/Pd4ffkF0A8Ynw7U7YrnDx9g445+7LjdDw7zUTLf9vsrMA789OPv8B/+x3+L53fvoGXBx4+f8O6//D1++eULXl7uuN17iJvysG2Xir/76x9xfb5wQwDwTpXtUlaUsqIWDsCZ8xpsoFuFFzL1lrpwXgMMZgVWlYN6gemxgIHRXiG+QOXCunpvGONAazfsr58QHd9wZ9VkWSujg7Jg9A6PvgCIRHmO3A+NFudSr+hoJAHtB75+Iulqu17w42//Gj/89g+4f73h65ePuO93tPtHrE8fkPMxVAX73jEGDQSHNxNgJpVZUdc1wFyfQCDFZjmPdW+Gp7VGBMuo4/X1jqLRlVkoIUdvxsoMIl1g4hBq7eBAXjci/DADJKjPQoKducfHcFShVIlO5Oht6R37Qf2SZZE4NIFVjI7WHbXU4NEIFpGYo+FY1hVuC0vBVnG5XuEwLAsJU3UpGPuNB24JFTLBFNXJKLMul1myHMeBqge60qmtla0GbiOqHI4S4LRhATwqg6gRNUU1JkY/5lxUskBjerqnzSgRYfB6SH60xDopeZBq9lFpSRoDwnkOMzQ2Nf3vbyh8dPgoCWXOwzWrB+FJNTZEFM2yUoqj7dhfPuF4+Qy1huP2iu3HD1hXwOyOr18PfPl8w8ttx+ve0PsdpRT8/vc/4V/+i7/B/+F/+Nd4en6HumwQLXj/4Y6/+sO/wJdPH/H161d8+fqC/b5Di2JbK969W7EW6iGMwc1/3F4wjIuppWDRdZa0srIx2h0wQBGdqQsX22yBrytk36MlOcI6T6KQEMOxDh8HZevaMY1KUQGCrluqTtKLVIrnSClMakaPUYMk6zQRLGMHaTYtGvGAZg3t2LDcrtguF5Sy4Pr8AXW9UjdUBL5uNH59x7IW2J3oOGUaI4qK5r37/ZURkbBSM8w49xMZHwzcm0dFSLAUiVkvPViJqTNxpk0W+IZ5CuNS59QdUa1gOojp3RLZB5W3BaFX6nAFpNTQCqHRbd1gDmwbjWEpJFQhojCBQOOw98b0DABq5TwOM5bsl8salQdKHS6XK7L1fGCwbSBz/ZCmMzNoyihMLgdL8weAWmP8QUTdpUY5GSex7LHEmfcvWljm7Fld1HBiCEHqE19pvaE6xaeh2f9S8BCiRLR4/myMTjVw+5UiilM6RPKW4p+ZSp4kGs+atZztx73t6PdXjP0VYobr8zv89d/+AWVb8OnLZ3z85Qs+vxCgcweenzb85qff4l/8i7/Bv/nXf4c//OGvIOUajTKKy2UAavjxx59IhX6lkjdVkQTbKthvr7jdGo7WcRwNPjqKIYREKqwDZQ2ADA64oRWW7bLLrxaWQD1UrQCOjM8czyyFhAE1A9CJjPcGD51MIEVuiLek8pdE2D9Go4dwRhX5mC1ARorh0DvlSIHRD7ZY9xBlVa5bKRxibFZgvrF0t1Mgpyg3XA/NxxTeEUFENoELhRq5DX5vAgQjysOZp7sTLCxDg6na87EjYIsTT/CH/fvAk6AjidQky6JhWIY4qiOoysHVmJqU/JjeY/jO/HlgGiHb6HBoqZBOtuzoDl3ZRp49SVoipHc2l5VyNm3NvooAG1kO1tkMF0SRE3SdIHKWIOMAx4Bpl4c+KWT0lYcGM1KAWExPIymMWRxni2hR+AjRZzUKOXFBYx/7PJjZH8Kv8Ic/3372v0+PQnLWI69DHwxDPnzKj/DBMrrwGNHmlCJrN3gjiPmv/t1/wP/0H/9HmDT8P/8f/3f8L/+f/4T73qCieP90xb/7d/8K/8f/+X/GH/769/jw/hm32wHIhuzIm7z97V14bNKCe2d58ri/QuRnOO4QZciteCaZJxau+4CUDdkx6DbQtxX92MFRfMCyXSN/79DK/o77fmOXpxmGD3y5N8AFa1FU5bCYFFsoJCRiKoJFNyJLVpyU1o79BK58YKs1SnkI8hE3nQV46kr6Oqd4Hdh3wX7cg1PyhKcPv5/SaGYNVRe0/opa6RHHEe3VAZ6WokCXwGscpRSsSw3MIgyVZMUnqz/sDGW0BshSIUJwO7E5BcVhckCzZtcxVxs5COi8dyD16U1oJBFUaot2blVK3VUVFAX2w4IBSQM3lbQixRmjUN+zkgPU2k4wVTVwIMN+eyV1Pg+TIUqqYHTSs51cUYtgvTyFDmfI7QgxJcSzgsSIQiFhUEuB1AVSalDds739rEJ4/L/EykFr7MokVzEtm+3lpcc2PlkZbsLRCaoQJ17GalKMKjB7MFLf/vouQ1ErUIpzxD3irMUzsWB/ZZMuQ6XOfMoLQ+He0MZB9eXrT/iP/9f/G/7Fv/wDthX49//m3+P/8h//X/j4y2doWfH+x5/w27/+13AI7vdXvLx+hQ5HWbLf3qcXgRPV3vsBSIHqiloWlOctMuVPDLGlYN2e+EAjf7vbnwEpkMIuvd5ueHp6hq8F8A7RhqoGWSp6Fxy7UUC1OToOtH7g08uOnz+9YnRDUcW7pxWcT+FYFHheSKUtRVGWEhuyQEDpPDOgtY5aK4ou3Cpu2BZFG4Ot3E4NB9KOiRe5hy5pUfT2CgXYkr/fcPv8C+r2BNeN5cZaAVvRjwNFgHVZIX28obTXqmiNsoCcChac6nzOD1EA0zXOSgHY4bt3Knb3BGRFGYUYNUdBvDM2NAFTCfr9BHCCBSqS0QVFW0TofS06JiN9R1VgD6LVUgtSxnBuTDhs7LDOlJTjDZycBpXEU+HG4T0aFQ/4wNEG1nXFstCA9H5g319xP+7Y+sDz+x9R1JCivFIC1BXlsxWBCLGTUitQLkAJ8VwHuncAy4yeEBHtCM4IdAljohOApJMk4UxKQS2UMMz2+NMIEHhHMHXTQLx5/VpVj7BzgDJSmJ7hIXoC8k3xkJwoemsDMozzEqTg8v6v8MNPv4WUhXM/6zv87vd/h9/8+Ae4FKBe4V5xHBRIYf9FgfUD7Ofn4SaHvoeyEB6QVJJgal1RtysWKDZdQjNQYtCtYzGWLE0WuBCo29Qh2Bjmd7IlERWI237DS5R1Wx/4+rrj85cbtSv7wN04yHkphqfFcd0c2+WCdVnI5yg18my2erM8yE3LA+ABOBnxAhW4BHgKouCiCkELFJvRm04vZczF2wEbB3S5wkSpdQlSmjEYHZXQUUCUSItSMYrpT2AZsU4qbL/BQ6pAbxpMv9CrSF4A4qD3yZPw0yh4hujkeqgi8BgPr5ydjqGj4DmygfwJH8QeJMJxERK1Rh9RHSHYLpIpEis1mfuUSlavKt+zeMHhbBoDAnuovC+mnAPbdsW6XdEHAeDj9pUdxuuVfTrWYb3zWQUJTuuFEWhEEygXcigcgA8KBkuWkz1AXVBtK9SyzUakftnyRYCbDFGm0PYG38FcO4+KCyKFjtCCeIo7SlV86+v7Ug+crb0TBvHzn28MOXDmnMZeiEVZNxatePeb3+Hp3XOE9A6XirpcUIvDRTGwoJlz8S3mPqQOgRqZjNlrEtbK3cm0Q5CYorGqLhsWA8zJcuReFiLdeAfvB7oLmglsKLbLJdrHB/b7Hd4QCDsrKrf7HSKC1jvuRzs78iJlHTZwqYalUPKt1oqysDFMNbtTF24eUOpNVeeDFCEWUJDpic+QNhWac/p2hG8QFUgMXEK0MR/tzgeslZsu8vVMNyYoJhbtGTJJSQ4AswHwBObnv8/H7hNToXw+3kQfjIYCyIScILhniE9POpkSHliYAznYiQf8nCSewQfLgQjcxaYkP9XGss+EESdwzCueQrwz7QKKpTcmN4FGOyQeYWhNsa7srREpFB5ujGBLZc+R9QOeGASbYQLML6BYEHU2Idzj4nloE9M7z83j62T8xhpZ4IOBc6G3EOXBjGgQTkfgnFmDE2COJBtlfPvx/35x3fgyBZt6SDn9S2BTHm6WlnL0jutTRSkVl+sTfv+3f4fr9YkkrpD374n7gVbVo4FGnERUEcXAOAewTvnmDFmzdyRVkIC6bKijh1hOjPGzM9Sr6w9Qa9hbx+04sN8d6xYGy6OBrDR8/vKK235goOB+tBBl5QChUqlZoFKwoEBl4MOFuprbgogiltNQiEDrFvJqDhykHLs9LADIKxDR6DURSPpVAXL4jUiIAUeuKpETi1IEyAWodUPRC5od03slJ6dEBJbitumB49FynokE1gECfQkYpj2YhsN8DrKCMHLrY5wez889QjwIGBKdyPPlMyBlO8CZTyf12KLNHKCh4xhSRkBjAGtZ2FshOoHANEUSxpgMT0RTIccIsu+Kjs2Gz/mmGMDeX6GhmLZsGaUMVrXcocsKHw02ahhtodMqnGuTKle5DoLQv4h1FPEw0IlzxM/4dDDBWTDWSF0Y1YaBFiVYQZH1AfMBTA2LBqlPHtcf0PIrSeEZTtIMgOi1fzCFKMix9vMVB9mtA3LFf/if/s9Yq+Lv/u7fIiXYVbmYWJ+QY93MDN52joKHzzFrpZTY7APD2rwOcQVTT1JcDBR4LXVDrQfcHEUWrJdntM66tgpwWZ45obzveHn5ivt9x3q5Yq28Y60LtrXSCP1vd/znP34FRPBy75TUHw3XhSW7tSreXRXvrwVLTQ2FoCILSTDshXCUZQNQKI03YgRi9LeLU+cBCO9C5Iosvhy6FNWQomWuDTcZE0RVMlkZ+3VAHcu2YL/fZ7+FqsRgn6SODx4mZXOfiWNRjYYtCuUAAcpKGimy/gxI1DUAQoeITcXsbISKB0apRKfyUnZLRnAR1O3AKWJ/i8dzjirB6D1SI5uA3rCBo3mMF4iZG7ZTkn+QFk7/YROMjdYaXLYLu1M7S6jDBqyzwoIwTF++fMK67dguT7hcPuDYv4R0o2DBBqmXSbEm2YTeXGsF6kbNCTsVxEU4cU2duJ6NKAQ8nJ1Tnp9OIxYwnDGg9QLpHZh8jYoy5fSYzYzQZcloI4Kxhy/6p1/fKa47oo03vVBedHgW8Wmt5j/5hAFnWeqH3/4N3r97wtP79zQGEX6JLtC6wfsBtwPed8jYAecAlJzDKNGl6W6wfg+PgZmbkx3YMZpAdUXZFkhZwH4YYeiYAitasG2KbS3YrDEHNcd+71gWllgvz++g7vi7v3V8eHfB++c/4s+f7tiK475X9OZ4flpxWTasxVGLxexSmTly6iyWZJlCUJYV/WgYrcHdUMtCNejou9AYKGMeYWqt1CSwB1FUJ3nG4VCT2X3KnhZGOOWB2apYUHTAx4FuJLSpGChEFaF65PYiQHGFmYDy8owM3DJiQT51hvniKEIOQymMfMbwiDbTuCAIZGwPH8QpUWpU0yS5Fhk1Ue06N1NK3vWI9Dyi2Zp5ugEmQG8d61rmTqxV0Ufj8CHLaPMkzUGB4zgoJaACVGUPRRgspmxclNYP9FBY39YLAM5nbe0eH1Yj3WHVwnSB6gIIJROFbYaYJyf3d0SDNBT+xmCchMYHqbyAAKhtcQ3dWILJFmmdOQ2im6EUo3xkrTxD9l124jsjCo+uy2mwTrMgmfcCD7eYgSk9GPscBKlhkLV1TAtbYTg7UtnSfea4w4zIcpjYOanZg0loA7pskWPSYzBdYgOU1BBFdX6/CFHwdSuAk5Tzww8NX/SFLeeVG2fcX6HbBn3/DuID18sdX9/v2HcK4qxrRfGO7PsYxilXEsAjlExQLQtEuZEcEiInBghnVA7rkVcKPDaU5RrGDuEminw8KgQahzxZgAkUJP5jPiByAKhnecwIWMLPKlXAHRO/EJQ3/+2gcLDMkDnSGPEA2+T0ViDJLTe1ZGSF/BI6EQvil4iAJOko2YY+RdFIP+Bz/92PTgLWA7g6s5e8N08JOIRn1gDWo2KXUU6mAUAIHSE6W/Vhi6eqVmS5Y2DIDqs19lekyaNR/6HYGyeI0Nk8MX95OKVneoEw2DMamMsX+31G60l05PuoOtYByYlhYYw9U5YAuv2RqwLg1yJceYSLSaaZKYhEMCQP+WfmgnBIVAx6b2iNf0YfKDWaYpDEm/nbZ6gaSA+JR40T07VGDtwiZGN3oMOgpQbjjCBSMkVRKkq9AFORieHzsmxYFoV4xdCCH34A3EsQrQqKG259B2yBXK5YlwWXK3UhWuskWjnnXxzHgaMdwHEPlmqoL6uiLGuAWhQG7n1gdNJ/03jMbSNhKPw0+54GehqKVJem11PQcM5hucIy6+gDjgFiPJw14SGCYinbFkOAs6KVnawqnKWh5pxPIYAo06QZSbrN5q7TQ8lp2AMLIQcnN3oI6gqNGEHUvJN0OowsEn5xIYYyhuF+Oxh1II0n5j7MdUiFLcTvINIyc4N3NqVJNq+FHshx7BABFtGoEowJoKpW9hClS7cB6wdKXWZkwGiwzsiHKTENBSeTTRsJVoTtYcUEObBA0qhYJFrTMwfYm6lsnr8gcokoBx3H7BlOhs94P2IVS+PhsF/TUHgavGS8SSpvZ7n0DQVrWjYRRx8tSpkjrDKHzwAgsDOXrARCfEwABwHjcE6nRK7FlMbASkitK9WllCFWne3bvMa6rHAIOwCFnopDcxlxrHLB5foBy/aBMz7bjnH7jKKGen2C2RXHsaP2VzgKysJI6f5yQ43BNqMfwcngnNGcu+EDKNvCa3BBPz7DrAEgzjB66CKk+/VxVgbc0PuYUnEwCWp1aCobgeVhnWGtMNUZUQHI6MmtgSF3Nmk1mBeWo1VRwHx5enQpnDY+LBqwFCLxHekwAEaHc8wBbU+qUJeooFDIWqEasvWBTZjK9JSqPiOSWjigXLODl1suUsMjekv4O9ktmnM7iwIkfdEQtGZgvwmfxfABtWBTepZDV5QxYL3huB9Y14VRQOImRbCtlRPbh4V2BglTrhxynXuZaR/jWcCDLGYY6BRm0pNAxRvLVNUyZAkDw+ubwHEYKQtnQLFi554Xclp2v4cUBD+zFDYdMjPjGXJxygWMX6nXI/dwwGanh8vSTd4w4gYekqDUTDSLuQ9pgYPBCaVxkLJAzaBU9Ig9kp8bltX5X3XZiHpnWBqgZlmuqOuKuixwOwAQSFzWFUnyyKlgDkepG5b1glIXPlRUmP0M2w/AD8jyngYFBqnUrTR7HyInO3rrMDswFFBxjqzKbSAE3moMfskKkA+2NENjavVos+UYAFKKnaBetLOHxFwyybNTIMlIWgQ+It0YJy9AgOAqMPwv5MviaMnoy1ZogUgI3UZfisBjPgZp3GVZKWxrHDRNsEJmOlqKRoVJojzJvp9a2B8CwSwnE1tiT4frGZGICMqyoFZA0NEbMYJhgt4NR2tANEXNKlzgJmy9YS7iHmSv1EvRQs8tUeVJZiQEww5GmbUCrhTEeRD5gXdoXVlBGE5ZxcborFYaZvMSYHzDsAUGiaFCOp8E8WiHyIiKU0bfjAtlcDK9OdBR4VLnsynJNxmRQsVzKJXrqrVCDg3jnK3wgbEM0AnAw2m8PZ//1OufkXpkzpQZaeSZ7kDOKpC0fgluTlADyNJkhNWnx+cQV9EGaCPbTAtkynsxzzzTkWh+8RHMOIa6pZ5y7uaTO41SK9b1Ahs9ogpScQFg2Z5DEUkCO0jku2Ogom5PqJWSIkULlvWCdnRAbmhHY3OUkAhTawmqcSGyb/HzotF9KLFBiStQbCWirPz5mcOltZn0f7xZT5nvPbEe/iLxjqjRG6JkEdtVom1bbEYCCGmoCehpzLiI8ijPHnkFMB4uy++f2EQacj6j3AdMJfL++e/Q2MqCiT8kG5NOKPgWYO4yDDGTNmZTSJlYyMz8Aw4g/yEMUZYJw1hM/MWZNpHyLJzHYdkbwoWnpKXgsXdEpHLf1OSIWKT6oTORWA8cUOpUaDhNRtfnPBJGDelgI6oOFuUwJ5u1AKl8VlSgnkSqALaNXc3pSotqAP+KxG887jUz1bluj6H/P/H67klhCSDNVGP+kbl/I9CI/3sol6YRm3VxXi09TyUxaP7JsfIR0hlmFgeA9XyJ7sQxMDo7IAmUGqAdavmgSXBalg2dgTBKZdOTqnLegoSBGAPW9xjEIzC94HJ5h6UAAsMoFQz7XqBHQ47OU6EHwloDQKQ2w8AIMDMnqBH4yqlq3Cs8WCliK3Nu6wlsJQb0CGnO2mEuLpKURGlCpgTRlNVHeCX+DpvBMlr2aYxLISWcVOZKHMNI5hIMtrkPzFOZrcyIq0RwEdLgufn09BrsU03iXRzcE+U/jccE9eT0wn04ereH+/3HXCLXrQ9iLdknwzmjoXJdKPgLd4bhrud3xh7mEKJgP8rJmmXnKiOTKQUZGzs5MgncnoI35/kZD4OL9MFQuEiUTz2caQrpBo7nRt4Mgjkbf9wNPiK9jLOk6VyicW2MjPizGOF/QXP/p1//zJGCAHsUBs49knMYIhQEiDVkHVxYsM4qACRzL+aKorTIpayMErzDxxWlUx2ZaDiZbScq76xBR6cmu6cLFgBSHEDhSDxLRmRFXa+88cqmp+y74EQpw3H/zJF/vgC14lIrPrz/wJKtD+j1Ga+vr3D/CkcM91Vg3RbqIviGoxv2RrCyjAKUBcDCTWtMO0pdYe2YXi7ZdALEQyzogxLxJTZm4gxuDRCPcNceDArzdFqfhhwOQ/l4IvoeCk0igqqI8hk9DoSTrepSQ6puwRgO7R1DO4YebDiSNBzRbo0xDcQY3MASzVmqgJQsf/L9BWxtd4l0yXOPcINrzdQHkUoBvRl6RBQZwpv5ZGZOxvCg0clILqMcHuxseTfUNbRSnGlSaxwZoCJk9C5PuL9+jL9PghUmL6Ysa4jZRsThA2IDReoU2amFIye9VFjcezJVVTyPASfNTdyiBgYU4E5ndyhTNEHRBbHojKRHhwYAOvcROC09u1o1lMUez7Hrucbf8vo+QzG72MrMSZM6jXmRsdkhEM2wM/PIWBlJWvDpDYcdyCxVykqhEXNovxOHaB29Jy1XISU7jBagdigGanHUteDy/I74hA+0xjkVupBnLzigwingddli0xmsN/Rjx/32gi9fSYKqy4Lf/PA71IXUbrMeQ2tuEG+oYmiq2C4LLtuHCYzVo2MJQzHMqI84BL1xapQWAEWgPQ7nsmA/QjNQcsQ9Q35VRV0KBKF14OQ9IN+TKQcQnakVqpTAb8cNQHSoSoFZhxSmZDY8vBNmWM3PWLEuG+rK92+1oBdB7wXaK1R3zqyQgeFRzjWFSZRrbdBbBlgp0RD1ZlMKqMdhEnNWM4OnYanKNMXNcex9VpeSsa6xNxhdRwr50JWaOMjclmFAFTHxPnJ86n4C2eo9BhhNQWFtx1orlc3cAESnbsgDllqwrk8Y46BTkwG3e0TclViHIprnknauMLAr2H2Q5g2BSYGhwFyhMWqTQs7kD2GMGaUYdKqhUW8j8uwiM4Wn0NLg+oQifkFS1MPYwed5+5bX94GZbhP8QuaBYZEnSQb55wybgbPunpDk/LsE7yK8mqU2UYjeIXVlKOUFavskq3iMHBwZojEhhQibX8YYMZ2Jor4UqlHOKwViuhMZl6M3dgW+fsWnLy+43RquT094evcO63qBj/v0YP046FpiF9a6oNYfISJscW8dunTUvU0NyoEKbYySzDhtuzWmAkkQc+/I3hWLkJLlRAU5CvaAQxQaW6SXFsySWFQA6rKgtxvxkCjR8fPTMPCzCIBGPh7hPDVGF1ioQ3HI3wCZDoaSqZKxjDga9U0NPj2uKECZt6CY5zPGgyd7cBiJd83UAATujsa5s/PWNeDohEPEZzo64hlN0HvusyjTI1Igj14aJ3uXzixb4GPaV1LLY9/OtBmBfQ2mjxywUwOQ571p0TDYy8RfkpVKjJgRI/J3hArsKoE4Zw9TcUag05gLrI8YvMz1KpGOUoCXFT9LVZ9M/xM3kSRsJVbzK0UUb/KiBLYekHryK04rNc2Cn1FFRhhZBpRHtBtJmQ1cQpP2DMDY8j0FbCXnc2auXiPULDEvkx69LmQn1hgEU2cNOiz3MLS+Y9/vuN1veL1Tl3LdLrhen1GKorew4GNQYMZHhP4ENkvZQDISr7HYgMoehsI57QwHeisYhR5+tK9QUZY1o0tT5JywRqakTJLSAwE6Qv6I7kSDD0CGJszgSRiSNCB5GqY95WNTemdLIxvPR5W04xzgDAmVLgADC5JCXjy6VkeG7I6SqWHCJyITx2B6k1WxeTMP+hHn9wNhmIfNFOMRhDuhGYJ+AgsdzTAIWUqe33SmIYmVZAQycZHA3iz2Oen2Z5qc72O+z4pPttxnA5pGo1YpTKNHeHKLXpQEeakQrlFpynY5GrukV2gJ0tjIURAc7tNG8kTietQhEW2VEoQ+y+a2PB+nQT5/9msZCgRRx3oYK/LWNTzcHBcmONWAEk9Q5sGkEsVipUR+PHwNqnM+RPYSLFzMIhilwF3hhZRYwx6fvZEGHN6W498AXQq2yzMulyu2baNoS8y4sFA2Gv3A7faC2/2O+0Ec5P2793j3/AGX9QIfHZzf0GDjALxjONWo6nqhFHu94rh/BaRDyxroOHUv1RzSG4ZRKdpthegFx+srW83RYaOj1gtSNwBBVNK/eJYawJa583uoTAPqStLjJ0mrlOgrGYmS5+wNqmC7gfquGQXEASCEVKBl47BeM4w07mrosgSWwkNi/QhMAtFfIfNsaoa+ErwNGA11RIFiHlJ8sbfESfBSmRUIDrBx4haPW1ESi5BYLwnpf3apatHT66YwL28xxGjDYBoo7QkCiqxGZCqWKldpVKPkmL9vxqYv1Rj2FN2+SlW0ZX0HN0UbHAp13wdUg8hX64xiNNZ39BDrbRQxulyfYypctE+E4+EWCYalODA8msQqgfWyoDunkXG/J0MZ5/VDiIN84+u7hxTnakt4wHxoGeLlw+CkegkElj/TmOWwLAtq6DLAzvbYOccSAENWgmqUgONfJVqe9JF84qMfeHn5gna/4+nDT7i+/wGX5/d49/4HPD09QRVo99cYxLMz3287Xl6+4OMvH/F6u6P3jsvlih9/8wMu2wbAqIfRD9BIDox2g44BKVegbtD1CWINoitKzIzsvaGuQuk5c7jvKGVg3S4QVRyHQWoFjhu8H5wzuizozZnWCNcjOR8AzigutA6J95DfkO3mHobcDWhjYMzUMPbGDJ9pbChZTw9UIiwtdUHdNqzbhqRVFwXHGMiBTVZ0VwxRDBEM9Eg9gz9hp3dmuzcjhGQcCgCooQhJYmE3Ii0IgE+dhLzRIx93GouSey42WHQP9xG/43l3wQBJY+CcbJaQjiF4NMrqBwOuEySn0G/2NOn8DM0KjzPEJ4eLHI+ilYON6yVmxhZAHd4NoxmOg3tYjG0MbgpYgYVokmi0nbdXeNsxDGhqWLYrUyIBmnX0Tho9wvAmCkz/QGo/RyV6yDBqVG9OXgX3w4lLfcvr+5mZ8XUqM7ablur83kwtMtRlaFRrxbIuHLFXF1rERB0cQS/NhqdAzrVEz0OPUhbQG6eJjdEhD33666p4fv4J1w+/w/b0Hst2xbKt6OOADF4VBhWl27HjdnvBx5//AUd3bNuKH378ET/85nfYNlZeUlLPQ+R2jI6eMnTLEzv36oZx9Gja4oYrUjhTrBO0ktJRlwrzDcMBtDuKgs1WBVjq9TSYiNBbY44D2LsgwJxqhQA2Ebm1h8iJPITNUwglngarGx57JULs4eiIhi4VIAxWDQ0PFc5ckWikm6plJVKconAvKE4CkQyFxVzQ6VQi9QCC8BPt5w7MVCVl5MmhYCUsK4C5KBYfx1600ysayNas8++zz4G8A6a2XDNI0pezuxUsORpQQq9QoPE7yfmg0TMbEFkwuzklzoDK+by0QMoSg6Rz8hs3t4RQTTY4mgj2wwGwRC9hBMcELqkxazZCvxNQt6iUENTk9HN/6KFh5KGFWqhFBKM3Pqd4HhZ7KRvHvvX13YYCcRjmE8xIMwCXx9DmtO+0MOuyYF0WzuoQAbw/7Aac3HPJ34vvmvhG6i4kTsJwXiPXc7mi1guWdZu9E72zIsLQucJGR2sH9vsNt/sL4MDT0ztcrs+4Pj1h267TKFgMmoWn1gFFaqReofWJmyLo4VrXsKIxVnEMTuTOvolSocWg2pGCslIUxQpQqNHJNIohYUZrSYEvucbxENw7a/0zEs51PpmvFiDvxCXSE8cip3CMlIgQE4QrJWjwcYhVIaaAGYdAGzseIQXwGviGQEIMVgOHiLOZwAOyUc8jhdLg4IiCXZ0T3CQRLfP5CX46o4QHStPcd544mMjcqFkpYDbMMF1iT7oTlFQ/wfU0YFz/0K/Iy2fujJy8hTQUwn2ZDYDJA0qx3TQktVSOIsiIOIDvEQ0g5Hakc8hTY9xzGW0LUxrSLRKQtgeMJ+474ADXgo49WLo8SzlvVWdD5re9vhPMTHIVS1s5zekNfClZV87ej1hsBbZ1xbZesNYFIhZoP/+SXi9KZbkvZnsv68Glbtzs0pl7FcXT8w80DKXCoNhvO46jAZ1cBVXB09OFE9adWAPVul9g444ffvNbfPjxrzlfYxi+fP6CpTR6SO8BjFJabvQO84Jl+QCtW2zKHuMIc4YF10S18+AI81IvK1Q51q4KsMNm+7dIpaHQAgUJZHMmhHvkwqmbGB7SWtjp9JRGok72FQRb1ewBBnUgZaqYIhlEguWoQpp63osoyrJEyZOcByyGYh1sbnOgDZitcRDJKXFECB3fquNUzyJkQHRfnExa9eBjSFYl0mnQiOnj2QfABq5Mg/NIxe47s9ZZYTmTjTASwhRnpCEK40AfxRBf4zoi/oCAfUI8cKd6+uyWDnBdA8xUqRBUVoFKjMhUluHRD/jolBfoA/txhH9RSiSW0/hzsttAM45I3LZnLOtlrg9xHJ3rkGLWEgCXBDPU247C2i+GG+qy0rH+Wk1h+TI3jqy38yFp5kp+0rZthG5hUVwuF3x4/wFP1ycs2wpBg7fBSxAK8Gps+CnMEh5I9YK6VHRpEN/PIMWBT59v0HLEBtuDFcNuItOKD+/fo3e2g/fe8fLlK8Y4sCwrLk8/ol5+gz/+6c94fXnhPNMF+N1P71FDYLX3HfCG3u4wB8ryDro+B8OS+EDRhSh7eujU9NQsSdKi5rzP2QNRQugVQInBO94MbgdqLejWmA/P3pGGkxLN0BSx1lIvGP3OZ5OpR4TzwIlV2OD7AZ0UYNiAIFrvY+1cFHW5kugzOkw6avSB9NYIBDvH55W6AoWAiGUuD0aIww+UUAtPR0NxWaYo3enhEKlhrTHyb9gcgQCkxsVpFiY+BUHREMqNwzvm9G4amjEj4fBBQW7Mvu8csFPDONgIrQ49q1ClLFi26zygJaIG0Qd8QwsVtiMKlsF5JzSsAR7WiPYi8ta4XwjTKHP2MBHvqNQOOXZ4zAupbecewl+YSZbwAFCLReYaLzjGneJDopBS0HuHFY+mtm97fV/qIZi5DqI7jw9ETiwCeNPcRHae4rJtuFyeot2a9GbSjLmBJPQOJeris7+DLiA0Mjk9+ri/4NhvOPaGYYK6XrCsK6sa7hA1lGXBVgtGP9COA6017Pc7gIKnp2cKx3TFH//+v+Dl9QvaQfR++eEZMPYTeFQ77q+foKWiLk/Q5T2AmMMBagFYtLszxXAUVzTlxtFasZix6Us1QkzlRisW9+uoyxqGpsMiJ01FMRXlv6dLdEQpMGdsCsV0rU2CkMdbT/YhKwIZrjo8CHFn+qhao5LDlKrUimGceKW+QNzQW8OwWxh5IviYJW4aIAAxi6Rjjscw58wTpeFM6b1SSSZzJ/p/9lzEJ+pZfkxcxbWcBlMJuGbJUUUh9VQL83gmc2x67smq06AApxapiEwDkamFGXD0gevKxj4JJwHldHXyJiQ4EQGIOjkOQYmKyLRxH7TOxkABn3vok4xBBW5zIVVeDFUqKgebIEH7pIgm70PSSDjL99aduitaUevGzzXnWkxJA5nn91te3xlRnLnQY4vxDLnPHz7EipRLu6wLqcHhbcYYUc8NVxdMtDNvegDEfH4NS2bGduDegoDVmc+5VYgCVVci9gKi5xYb17hx9mMAxx29D3z9+hn3+wvcBst7/jQbiDiUmXJ3Wq8cPlQuaGPM2r6LUtVJ2C9AVWWfHZKnt9Ezwgjvx/kLzLurL7DeJrsS6f0kNRMipPQsG4ZsXYTHFi38jCYQeWpGEv7f/hOCVB/L6yuFG4sCO8y3S3WYcLIUa6oWbekVpa4hbZ+fTaBwjAH1qP1nWoQQSBbm2jnTIv8IkoJcCMA5ryunq6ULZTGIZL/cHqqnYYBk825+NgBY1H8zVQCknAeF0xtCIi6a4UhDoFEjqMtpZWyao7xcRnY6jVSOCjj3KZTp4Mjp8n1MGT+DzwhOUNiLEpUcM4N3UJVqNo1Qen+4QSz2FIgdIdmeRgOdhmRiaJqGIqjrE2f8ttd3GooES07/wQP9NgzKrFjBEtlSC67XC5bQh+DCkYshDzkkcPYt8FBRBp0AU0QeaTFEJ0vPbHAqlxlKJVmK2prUUUhhXS0bugEfP31FP+7oxx1HO8jgVMF22QBkWzIHDFvnYOZSn6DLOzgK9v0e5DqBOCXptUQrcRoys9mQxA2hOAcXabAyBWIhaFuiFFwUxeosx6UQMMPdMsVezDpZlXBWcnqboOU0spJGITyxJwmHERvLjREJxTAilvYydYo5nDgwvMEGImRWaF2wKBvLJFiyfXSM1mF+cNoWov1/7hRAdQk2Ko17goTEqegRuDd84iYM/1nlKcFmhWSV5Cy/AnRWRSWcS3IH+PkTqnFACyndGbloCaJetAdoVhWCncrGwzGnmbv02cgtCAB39k+wKsXQfpD52oM/2we6dYyMyJ1ON5vPJCp/ZswTPWgmZCunEaFEQaqopTwiFd8YXbgpXCPqSaYmIj2LKH1WS77h9c/CKHLFackxDVMB0WzOdnCUpeDd0wW/+fEH/Pa3P+FyWVk/D8WhuVDwCaCZHSSK2EApy5yROPEQodCKEXbGfjSIGGoxrPUdyVWXZ4bNvePjpzv24459v2O/v8KsY7+9YISWgCxUx163SzA4SyDKlLTzcUDKE6AXmJXJ4rxcNmoG3DuZhxLTrk0wBxMhNjhiA4bHqYV1drEgzAhJOqXvcGMVoQ+bczYpXEPGqKhClwUSwsKp7wEgwD8WGEeQjXjIfNKgp0EPD120oi4r6sKUAxNMPA0dTbjhaAfMBFovnGcRacJoB3prcOzMu1UgXRgCO0uLXgpQeSBZRg+o0CgMmzRnsxxrGIVS5XEcgjAeBLarJNgbIw5j/R+2Zxg7iRI6kBoV5sYxiCVZrYEXRJ40BrCuV/TuEz8oC+Xm+oi5LOuVWNr0zrGkUWmiuhXlCtpt4P5yj88PYeNClbYxPIxrQ1ZrMKMMwdgHdAlcq3D0AMvugfmgB/OX6wI/4IhoZvTYbyEsJBpDnZL/9O0n/jurHvFH3gZ2GWF0I+FjOBl4H97/iN//9rf46Te/wbt371FLwWg7Wr+T6egUT1VlSOXRt5DlJw92mcV4eThQdcG6rPBxgcOx6QVZfx82sN8P3PdfImrZcXv5itY5SLf1zo06ODlcCpt7PLsgw0B0qrAGoAqYF6gJpHfs+32yIzEcvRmWjcg/cY0RDy6puwzHM7QmQM5wmiEhwmsprC5ItqvZHSqOAQKktSzsa0l6sSrcB1K0hi0CwaaIbM6BEE9i5DHs5BQUEUS5n9WOuqHUDf1oSHXt3jq0AKlIZv2YojQmAo3utB6DgrWsAAQmnSChCPsdyhJ4CasJx7GzVBgRhMf0Kw/d0WwkYzSUfIbTcFAflNwK99TW9JmiMSKN/cMoPJiu8VnKvSLBSUjDpZP7QMyg1MANBgcLQTkvZYyGbb2EUYh0OaJFRBrYnY2H47jh/vUVXz5+xfL0HpfrJbx6lGBDqGbEXFQtHH+YHAzKf5CgN5nMs+IT0WEhsMrobInoimtbRIAabOcZdyGEo36tqocz90Lmk/NieRE5gEXgWOqGd0/vcL0+Y12vIKWZYGRrB/rghsww2MXxiNKf35WeMQ5nAmbCByo4+zCmWG3MMRBJPkF/+EPGnwgBxdSIyPCb4N+JxTgEKCtH7/UD99sN16crbBi6Edxb1g1E/E9RVcvDysQXM8GOB63Rw2KW9FuG8yXURbQdLKs6vVQOjMkVyJJhfpeGAcqfzWdjkjhYXIvMkmNWXySk87SsHAEwsrRK1N4T7QQb6LKUqDpmFyNS40DIOXCeXkhZAXlgPojN+0WAhnzYp9uRaKvPQw9H9J3Q0CS3hiU+kH+hQtzMfUYZyKV/eCV2haCgS4AaIpFuRO4+tUBjH3BwVeIPuVeFUcqjy/QoUXsPkSR2i7a+w/sFi18x5RdU2PdlRoKePxi7KAjkoCcfAWDWFdnJylg8dFsky848E5nGkSoexp2PkB3NVHb65qP/nW3mQZBh1o3k0TmyrkuVpqKCbSFnouoCd4Rs2I5xHHNuAjUOA2Cb2IefYMebGwmDQEfOUXXmobXAcl3bb9j3G+pyRV1YCdFagW4AKOXWe4tyVwFKjWiCmzfJWwzhIhR0RSkb+mC789EOvC/v0Xqjwesd796da0NDkc86ALTIESXq7XyAZJxyVH12HBZ4pVajlpzP0CY3YtLm3RE7axqFLB+OMFQimOxGs/QxZEI+GgrEnEuWzhaCkebQkU1uZeIeEGD0/azfS8VoPa5dOQgUCY7Su+p6iV/1GDfAIdRFFVJrzGGJDleLNjRVpFxdnhsJ3IVGkvR25vbcN3oitzzUeJA4SMB8/rdM8Dnz9qIxxSvuk+mSzEjInBWIdJCM5nQarYnchaFilLeTpVk4I6XbQDeJ/hecGqKh4zEC4J0NX4WCSxTtJR1biwKycK8RPTufn6QW1rlXtERPDsBWLIxolY9n+o2v75wUlssxYUw+MAgAgw+W+0qIdtxuLwAG7vsLLpcNSz3TFA7opQ4iRFF1BbzDRgvKcjwkFCAqCWN09DbQjx1tv+P++pmf4axqtONOKrQPnE1QaanjEMcDQISv0ILL5Yrr03tsl3e8Q61Q4/WxulFxv7+g94HrlVOsj4ORkTtQ6wKzxhQjN1N6daFX9cFGMoan7GiFasjuh0PVAinkGdRlYYTTABshkIM1OliB4RrzNHTK+vXW46DSJBgcvRPvmP0UEVGoAjWiKBehRiQEUjYam/1Ock80+vFuWHWRKMV5b/DugF7ivnkADAe0sGxdtnexyQfgHf3o3COhotVFgCEABiskBg5q9pAFzHB5TtmKcLmUaL9h6sWKCniVrkBUWuasmUdg07MikIaAx0s15BDpjOfBVS3wEc5l5nP5mTp/34ahiAOgdD+6oFzeY1k3LJdnYnCgjddSoMuKKjUqXQK5U9gGInAtqNs7Rgv9jpOOwAjCnOzYAsC1TEORW4/GuGBZUlmNzrUPDrUC8Njo/U++vlNc9wE1zdoQAJ8W/Ewbxuj4+vUTbrcXrOuC9x8+4N3zFctSUYRevA+qCuUDZGTCFAIQ1LIxtDM+tN47jkYw8dhvaPsL3Gu0clPGTqUG3mDTG41BFWtLA5R1Zxm4XDaILBjdcOwHBFdqMfidzUPLEz5/+oT7voeyd8Xr6ytury8QAa5PT4AKWusQp9pQtpabESgrpUIt+zFiSK6tbB+OWSC1brDKTewYWNYLehswF5QBmN+R1YFksqoqG84lIzpuJC6nox+YNO4ZpYW3KYWRTorMmjUOgxZS3QHHse/QGjKBUEjZsD79GLk8ADPc7/fATsg2VFUs2xW1LmTMSnBOrAMmGGgkaEUEpmbksIgDpkGZZ2s8MyVl1BndW4wyBg9pTKB361F9ic3n0S0bPS0QiUa65EWMiYVlW3iClhKRxujRYJWNY7GAWh6qBZGR5XO1MXA4TVsZO6xXIh7LivX6HoZC0efKGTJM1ylboKqo68Y0QyqoH7uEEtUSFQ48VAwZIXncG6MalobdHB3cW9oUS11ImwcwZAnBHETX7Le9vrt7NHvnRc8wLfZlgGkAS1w5T5SDeUpdcFkXtvzWDO/H9PaOByMUeVsXYhcjZOp44Dv6IMbRe2IO/DvOiwQQ+bZIzFjwE8fgviG4yI1ksLFD1wXLwmrEGIN0aAhad7y+fsayPmFZNrTGhrLeg915eSJnf2Re6AR1M9+MDWnpiYQlNykr1BWOTiBKF5TSZ5pRlgsop8/D3kdnngoi/1oUYgUJQMypYvEsLHUXEy9BjFZ4YDDOcQKGKLGxulKXlRvZuN58PytCtVwiNaAnLReuxRgHvDdMgaBS5/BeYcBASrMqsKyxabjJrXMmi4N9EFoyHeXaMYM7e19Sg4R7RWGwACyzx2SwezSmqJEQdu5Z1TCgks8jjRCmM1TF3AMkg5WZSk5jndc0q1ck6SnSSWVaWHHZrhjuWJcaBh6kcg9Sun0Y1D16OSgLCcR1RooBYVRg2ZOCmBciQI41Msln75HuGkbMLYGW2UUqD2v6KxgKhlge0FJkUoDEZUo22PgcPMyFNOz3G3ojl8KDnXgqgUQun/mep3HogMQUsECf2ZwVnZzDYb1NI2Fu0XQZit5SYc5GrjQWj1iBBC12qSu2bcPl+gRSgFuw7wT7fscYHZdSUbRi33cc7T4JWtt2wXEcAYjy3nuUdGmUAr329ElhbHWBRC2fSD95C6Id0BK055RRc8hOvUpRm5hGajme/Igs/50szICC57PIHD2VsXIEAI0oKxteYqiGk74tYAm5lHUaGea/C+r2hNbvGH3H6DvHJUSDEw2/h0OIQxSCxhM07AOtvFJYVgtHGtYCKn3zWXqmCXGv7snwzOiwzP4Ppe1HMivYik2BoLMPSYgxTFCeVTZzkPAkBVrlnHkoBHzTeCWYngxTRsKcNcsUClGBjGRBC9atoo+B5UE42a1RN9VOomE2c2XjHG8iUgqTALTzC2jExpvn+9ZQUCAnNDr9pNefqdi3vb6bR5EXNML6xuU9/D8CNOwoGjx+GG73Vxy3BWtV1Kqo9YIpG19ScZufQq0ENnY5KD1P4LARCB0jDoIwPA9psBMs5CIyRw9l7REeK4Cp0aj9WErBX//Nv8b7H3+L7XLBcf8Fo++oypD85esnvHv/tzATvN5e0dqO3m64XJ+xXZ6wris+fvyZmhfCQT5tPyayL1ICeLXYQAqMGDug9QFpjwUUgoQoC2pZgVphAuj9hQh/KiJ5ATSIXTFFSyKSG8PQx1kBycgmKzEAWIrOooIZrHdY3wFrGA2AD2zXH/jeqObQUNQzCrQY4rwtsPUJvR/w40bCUhxuMw5sykansmzs9Yi0p+E+WasOZxkQC3N8BEYVXZUS5Wcv7dRXcPYziARD0j3EXohPcMPSeCHYm+JRShSdITmvNaEljdbuHSkxOPd+rKWjYjhicDJFbj01LFXgsgRjEtEYtsBb44EH06feR/AbapQ8lc7NFAMSvU4IUH+63Wjck5lu+Lw6n3wjtwREBVJOsDM8PFJ4+Vtf/wxmpgUGoJCRyHJSujlYxpwyaYhQMsEfsw5Yp2VLoorkIDUEJCpBBR+BsNM7UrADMalJ4LKiXgpuLy8TpNTwkOZEmKUPHINVDgTQqFro+dSxbCv+9t/+D/jwmz+g94GPHz9hq4ZSKsbY4Q58+OG3uHfB7esX9LYTgLMD757/Gut6wS+//IJf/vQnbH/z15ClYvQRICVOw+U9JNcR4GZlWDsJPRq03lDniJ4VaCERShX9+IomjtEVfSggA1IHZBC0KyqwB4xIwJQjbVPsWTiiKjAMWhxiXGvHgd6+oh7X+aTx+gXXH34/QbijHZHXy1R7MiMNmdqkCtlkfk8Wc0UI5LoSxS9lm9gIhkGUsgCKAVdWw/ohc4hRqRzsjBBgMaSoDF8CEpIm4m8GR2eHc9Da03kkTwIhDJypBEFhTIMEFKzrOqnbifsE3zjshT401TlSWLhMNqdF7w0wjA6jGYKHowCuFL/xBO7jhPkZBTItjLMUaedpN8LwpbnwM+3UqKqUwvGYabhZAfE3TuNbXt8NZqYVl0cKLRBfnhsjwkA9691LEWwrUViqITkMHYtwurKFLgDlxBaoHmhGNuDoht4NbbDjLfkY/ci5CmFmBCczdBgkJntPVmcYrGVb8fzuA3786a/w/v1PVMZqDe4Da1kwOlt/XejJXj79A1rbWY1RxdO7D1hWyrV//vQL6kKVaTOjITOHdcrhqUs0SEUebIBHHR2RB0M0iF8rxV9GY28FANGKUiq26/sZTSkArRXmNZM/qANqHcVCCQtExIcBYkwPS5YXI9JgNcNYPYi2/3G8AAiGijS0/RXLxma+Ag/sqQAT1Mt08zSMmZpK5M5D7jNSUs0tF7+rsZkBuFG8l/NY+bMUA0rqPi+7Rvj6gPJrln2VZVhXgqOWWNhDiptlUA9QVOr87ATqU07h5PIkQM4xjuKAmtPgm3Nwjw+QOGaQxg5YHYYGwzGAZpmYA+5pcGgesiAAjWOWMz9gk0iX15/7mM8u5rvO9CP2euBRElKDDj+Na77l10s9EkvIL3mgmjxkIel1MpetqtgWxbpQCk9L5FWTYBJWU5kf5vyHYYMpR+thKIDW2Ana24F23MMYR86oBL7MbKokJ0iXvQN1WfD07h1++PEn/PDj7+FmuL18QbeBUgRjCL1SIWOztzv226fgMSiKrHh+/gCA+MXt9QuuT89gaE8cJaeWqTGysqRPBxDnYMOVKq/L3VkzT6As8lePQ6KlYL1+wLHfoorh9KK+YVLfISiefjyiCUFgHFxj1fO5TZ/vFpFYsEr7jtmTUipGv6PUGoOBKg9KDqrJDZrkIwA0MamoJICOGTnKZC/GNQRmoLHWUI/DKFAdmFO3ooyLvK9SwlkFfuBMyVS5hRxCoNiU9XGjQMx52OKATiOUXBGf0cWZsmEapfTYSCOb7EZLsaAOJesLY2hUvwxDcgTggwuXU+krl+Px69IAMls4jcQjmY7XcZavAUwJQBqJBGrj7eazI3l+6Te+vjuiSMSbKxY9BkjQJum2mKy3Wjho52kLrczKad5ADMXNFluj2pDbWeVorZOvcDQcrWEP7kJvxCrcesiRkQdfSgyWHckq9AcjoShLxfsffsQf/vbfYKkbehv4+R/+M4DAUrzgfnvF5ekKBT377eUj4Ee0FVMi7v2Pv8PXL5/w9ctnHMcdz+/fs5fCqaFhUZ2gKC9RsrMM2QHlPJFSVnh0S861hbLM6WCfCwCHYn36EVfrkFJx6BdgGAo2htb1wOh1sv3odAxuNMjiodktkeQJuy1TSTooS2Bp4oB1PlWtKzAGxv4CsYb6/BONvBlGJ+FNxbEEQMkDvQSgGmkkyB4EClTGeUAEyKG+Ums8KyrUq1Z0QQCOwb5Ulr3FOkqJXgec3ZoiYMl3ek2HS5/OChIiSUnRtgaRlPgrGJZK6DHT1NloNQ2aFiThhVt/nP+0bPHuMyJgZOTRscz1lDemICICgClVnrFpPDzwl7zmRyMROhIxUiCZqCxtU65Agq35KHc3rzdSlslJ+YbXdxKukr/PUpHM1nBWOFKXYg78qQWlMt1Y1w3bRtVqlQotC1Q5FJj8iIPKTrBgW1oQrBqO48Bx7NjvN7Qjc0sAodBNxWl+ptk4UyAwl748vcO6XfD0/B6/++mvcLvv+Lp/xX7sU5K91gXrumFZVxz3HQ5OBmOz1A4TYN2u+PDTX6G1hl9+/jNur18hItjWS0RF/Nak0PPeGrsZRSPSGKhFUOoF7FDtmL+QoXxMz9KSwsOC/dghy3tcf3jG5f2B4/UTvLVQCd/R9hcspaIvO1o/0I6CfvD5FGWH66MDsUiAcxyiwkBpwgJ4gY8Ddv+IIQK9PMO04vXzz7i+/wGiJOyM4w6HY8wqB6XaNJrkJpFaLxS2EQCuAaRGyuhsMsuc283ghaQ9goNRIlSBmAX4+wR4i25JgoW1PIJ1Avce8ANl39QrUqDYnZ3FZ2gcTAjJ+6jE0oqm1jHASycO5B7t4DarReoc+ZdOohRBVQoqsTfljPPfpgjx3LPCMVV2ApeQt6xPReCBE/9CBDthkONjUnKP4lFR7Yn1cUudzV+pPJo3OC1bgGeSKIWfqUh6dlfmeHUhZTprudn0MkbHvt/w+ctHtP0eoBH760cD500OGpLWevQV8IFS6o5gTbYDY4yonwOiBZfLBU/XC9btirpe8OV1x+316+R5SFFs2xWqFcOAjx8/Q7Gj1BJzOhdIuaJWxXp5h+v1Pb58+Yz9oMDvslAg5GhRsu0de6NxUCOW07Vg0RmxErPIfFoK6rKi7XuspcyDJrowXYBD5WD0MDorEOs7SBkssfWVh6lskLpB+j2eSgMwqBqeWM3swmXD26wWCMhodUYdHN4zMI6X6bXKesXt62ce7PDwsA4MSuOVwupIrcvcwyMxAalwiTVH5s0SpeAyoy5oOm4SqQCBBAmLjpUqW7ACF1Kbl3qJOSbcnyNGF7hmGofAV3qUrcPZRbRArCQHbBNTmyl29s/E00GkaSNLJMlShUfWeOIAJ1mAf0gt5+9PDfmQsvM374zfn9HR6fl5bjyBDpzl2njrQ4kmU41sfc874HXMPPSbXt9d9eCDfsxtsh4bee70DAysPEDKWpiXz/q5k1Ld2oHb7Qu+fP4TXj59pNUMzyQqMXzYA7UvkWhHyaxsMTItmrniYS2V3m1dN6zbE9aVdOjegdv9QB9say+loOgCMyExrHfcbjdc1gCQhGkRdRnYWm1Q3G63yRNJbskYR0xwIoAqKLMPwQZQlrMHhK3hHJibwrs89MlIZARCNSIBEKxCHfRMDriWCHOjdX1wpqk8DIAhB+GANIHo4BpmzV4EMLBiFaK2BANZRTkxjAbr9zhPwijOnIQgKfG8ABSPTY9oruOGjhY3GgeEJ89Dml5cUks/zIiklF45AcbBFEzCA2eKEOou0VkZbM84FuGU4zkEf4JNMjG671wLkcQ9AqOI/F7yUEb5PQ//HBLknCw+T4PGeUgMw6MD9IHbkLjUf3OyAvc5I5x8CnFDPObnZ4ARgvzliczIIX8twA7a0UxhfsWI4vxqnwDPNEqeHtMCsANEB7ZlQ1HEpK5lApXUoxy4317w+uUXfP75v+Af/uv/F9YHlrrhcn2P9ekDQUVXDNngtRKTyN571TcahYBRn3Nbcble8PT0HgaSpG63A/v9gAuwrZcA6Jivvr684Dju6IONYJfLJWrbCjNGJtuFzMzb7Y5j36OScvYFWA5oGWG5Iz8cPtCHYVVMPUvYgPQDHmI1ogvKIrAjNS+BlH9HEIRqWWBQQBp7M447hnGAjpYL1gvQjjvEa+geANAbI5ciKL1wOntqPziglmpYYQOC8yKBayAQd3iDNXaJ6uVDeFCuXSlbHPCYXmYafQj8YHNQEt8LBAvcD2RDobvQ4HjyXwj0qlaoAy41GJQBgCaAmQdAClMZFXiMfxCnpP3ZeJx7dkGBsBIW5eok4DlkCh2RrBdSe6VCZUSlKqINCBIEJnU8Y3/eL8N84j9mnRwasOnLzCbNXDL1AU7D4c7GuMSZ8nNxHnQPJ8PnW2Jtsp8ljYScBi+MRvCpp8E5zem3vb7PUBgexgbKTD3cg9hkfVpKFYU6qbBLLViWjc0+eYDGwH2/4euXn/H505/w9eOf8fL5zzjuX6EQrOsT3v32X6JefwpZfNJ+y3qZIaZ7R84qVlVs6wVPlw2i7P/4+eNXfP36Gs09FGhd1g3H0WH3A30M7Pc79QwCCHMA7eC2hw0cveMSgsBmjo8ff8HL508Yo6HWim0lMAkE1boPqK4oteA4DtzvBNHausQDEs52SFwlAeBSoXWj+M+xR2qgYfcV0IXRRNzvsgqrPm4Yjin2qlohhWMOpXyhunjPDlSPqozNUq95piTCdCeISYIOgIcPWqLxqMOOT5ByYWQhFT4GHKkmLsBwWCfOITH9iXyOEuyDDmsh9KoXuHUMzwiGM0HVFIY14hEHpLL+6x4szcA/pEG9QWrBgHLwc3hztTtTlqDTQyuKFB7Q0QDfQzHKOKRKaxw2RnPiFaVcYOgwsPRJtS2HjyScObpz8tgyo9oe6RtgLpM8BU/mJu+JkREjKUtlqvDwOX+FQZk/GLu3TjoNzUxxgo8x/y4xmwdy1rAHBuq324nvrXogyFA+0eZHWrW7Rd2bkUZRYF0qtm2NbklyDUbIpu37K+63r7jfXrDvd3g/OEkJBLJ6G9AtQtt49d5jLQKQyZkKIjiaYd9fIwUIsksPMEcV4op2NAyLVukgK/lAKELxIb2OAbcF28YoqC4r2tFxv9/x+uUjjtsNEMNSqYzVDvadHMeO+/2Gpa6oS0HvA8dxYFkW9BEH3gU2dpTl3ex+HuYwiZJpAeqKEMtleuMKaF05X9IyLaqoyzbLv6R193NfFB4KFcWoNODW2ZI/bMREqSUiQYKIJw0//0cVdZ9eKraktYgYHBJt5PwMgRUJ6nPQ7y3D5WzUiqhzbu4M5zMkV/S46QwKFAAn0VswGVfyQ5DGXaAx/9V8gIOVlggyibtAF0YnFuSrmB97OuwSQ4a4dxUVUnIclbNUG9U+BaAxzwRRGRlwVFH+nhigHaVyohqTL5/EtxP/iEMrkU6KzMZUOl87q1Vx7knbz+qOZFbEl57PKa46iHH89zybkzX7kDL9U6/vL48+hDCJM4xQhJIIDfPPuhRs64J1Y8dcLoC5RTdoQ2s7Wrtz3mK2mGvoRDyQZCCIm456tJHCDRdYzAVyICZzp9FKa8wSm3nHgEyP6maRfhAdJrlGMJqjVkFdKi5b6GkcO/bbK479hjEaSiW/odYaBLAeYwEaRCpZlsMweme5r42oMBR6M+vEGeY1goYi/K6N8dANyUYgKRWaB2o0Vh9kQAJY07JE+Ex2oISnkkKxGU1h3NEgNiIq4DV4pCSJLUhsXJ2GIqoK6dA8+hqswxDhvwHSDS4NEKYnwzN8jpRGklNyhvMqaUwQKUkeFhoLVkDyUMbBEI3tm41vTEl5JFkaL+pxuAwo9TS0poCvnMtqZ86eOEwaIEWNVFECT6IEvoFpNTTbzmOWShgTFc7MRdngqGeqlRhL3PeZGiUeAWR0OqURMAOHPIRIAzHPIeYRwUnVzs/hd2X6xIFL345N5Ou7m8KmoTDMjkwPtJxVwOiOBLCtCy7bFphA0HAjv2OY3tk7cewY7R4DgZgzSgzGSSKVCMVeUp3HjErEw8fM6YCToVfkBJ3MkwM/GLI6cFb5Y9OmunFoMXYDhim0rKxk3G847jeMY4dZx6KXwBcUbTT00U4w0wOv6AQ2xzDse8e2UuYMAvZAeA1iEJuc0guaOxCT25PUY4OdhSWM8Bg2o6TsWpS6IAZ3kNG5AAaDj3BdRRi6D2U6Ak61yoNvcf/cfNHLESrdKVOIBxDNMYCxY3biikJGGIlQVDKctXwasCiP5lYP6nVGMkkOk8zR43BZ4BfZJZtRIrwAaJwCjjr3YXbKVgjMO1DZ8j3MgS4AKGFgMbt1ROhC/k/QZgUQO5vg0qgqyOswZQRNndQWA4G5DlTwumCgYnjJ3ljIlAFAVD/ysGf3Ks6UwLmsA0LmbW5yeTj0kV4k+DlLofFGM59zZRMLqVpn1P+tr+/kUdBqm2dfnkU+ezLsTjBFsK4Ltu3kTzgEYkH6MUPbdxypLdFieI8Z89EHywmRmJSNmWPDZoGJWIgEZTw89IhwGjgXyDLO9JCfi7HyvR3RNAZkK7K7wlyxHw33l0+BwRzT8CzrBi0Ft9sdqoJ2dLRm6J1d1PfXl2jRJvBoKlBhT0OtF3aoFk4+M3NUiWHDKBBZoHWFdc4aFTVIO9BGyLPpBihFafOgs0xKowHngKa6XCgPpMucQyJaUcYKKzuOMQCwhVoi0uByp5ENwhGCX6HXGPRzrj3cYO0FgMJlgcvlbDgLpDep8JIgWjbBxZGk+gj/Nr8RxsNeSzbVnb8D6YimAaYE5YKMNA1s09a6Q6M4i8R6otwMEZgPCC5QYbXIPSavaVZhFDIQFbiF/TmgijZD+mCT5t7P/iRL9SiFScWQQmGlAJBhZ9sDD3yCoTjX7Awy+e9J2npwfudaPPzrw8mnA8w1QQx7Zjt+KZxm5uVXqnpM1D5NXsQ8GgNFWE6ayQLTjjXwiSysA3AfaMcdx+0L9ttXUpN7o+XPfEwFqHXmxeQf9BmSze5F1Zn3EfuJCCLCQaLa8XLD8EHdiYhSmPockecpig3UbWWT52j4+OevcG8zaqlLxTiA7fqMUla8vrzg/fsPGCHHxylaC2A7I4puUUVUtNYg4lguK/p4RfHZFcEQ03JAbYFagStTAoaNGikIjZ2UBeeOEizLE8xfY1cZYB1eOLiHO7PCbKCqwWulkO+jgYRjCZ2ISA5QUE+RF1CyzlFBxZMs2z1sTmen6DASjMwlxiamM8k9Y9MTOuSNQc9zk31C3R29xexYcNwD9YQ7CyW1xijEsxmt1oK1FIgtEaE0ICe3AahS4bYwDZUQCh7BN5As5QoGHKoLZGGE4OYwCeBRog2cn8KDGl6/iMRoioo+HM1J4c6B2vDklzCPyzJqtqyfcg0ynzEjjzEzVUGcESAqVGfKNEu48Vmjj5ijkwS7TH2+PaT4/mnmb+q/SabxN+8BQK2GdeXk8pLDV31WPDhN/CuO+wv6sQdGwFU4c60T6El+Quyo8/vMASHINbJO7Y/6E4+GzU+FIvEJeo7ZcmvBJCXwtd8puSeK0H/gA1nXjbjDGLi9vuDp+RkpEgMPvGNQ62L0gYoKpuoN7oZ1ScVkXqM7+SJUcM/8MiIqR0jt588togyBIDQnzdCd0QJ8MC3M0lhK/ptBY+AyBy9VsO3qwMl/SXzpfJZTvyBIdcM9ogKZD/uh44cVnTNpQPZ+xM4O43KmIrlu3Bvxac4OYqb/Ng2SA9EproBH1DISW9C573sfgCmqrByDMB2YB+5Ckh7iWuEFghhpljwfswkKI/e4CKMu4YWQUBl7K1KWpEdTYrCSQ/GAQ53b1+f+TQPxBqV4WN9INELBbPqGGWrIw5aRjDIcEPHA8jhfRCWUxjU+89eicLvgzCEzkcwLR9JjuYDLUnDZNix1mVoTE8gcA8dxx+v9K/bb7TQUuSg59SmXzQ3WaWA0Hnpu7DQMEGroKoLZN9lzDbmVVQRVFwhoeHrwHszPfE+U/Setd7TWYP2I0XphhIbj8nSBu6MdVOXuPVqZ48GOzjSidxoL7hyHxz20bcXTtkRU1CG6obfG8XuxSbOMRaCefRWlnC3OAho9OFWPWh+hGh3rFwdcC/kmajSmSRcX5bAkOILtSR/3BugSBzzUmCBQDFDOrsLD684SeaRrrJwzxCWFm8Nx0+jN7pWIME8B3QcSkgRtW/xUooqNNvNylIdDZhgexksA+GCPUV2w6oJaBOJ8DgIhFlHI+UgX7VKRrEoHMMWMgxpuwXvICpso4EXgg7KOQHrpxNgUjoVVGvMwShI6GrxP/tjOtcYZjedQoHlB7mdF5OH/xITlxUxNZgricZTYAj+nmcX9yPyMb3t9Z9UjLshzypfM0AmgbqWAi/v8vGBbV5RKwdJkI/Z2YL+/4nb7jP3LJ7T7a5QCOazEk8MeFo9lTp8b2ebC5qaP8lcYh2YhVgtEqBdiu8p+jgKWHrul3D4fjxbO2lwvF3z+8oXCOWaoRdFan1L0Zh0ffvodjvuOY79BYejHgeMYMVh3oPVXFGHFo3dKtSfQVGvFcQw8PT0TAPOOUkKX0vj5x9FipEBEFAO43e64XC4UYQWFgZct2raFBstESMDSAnGFeQv8QclpKAKXwIEGoLoCi0D0IAgZrc3JcEwHANFpnhZlaXTAMGQFZnkz/V5uKx5gGMcysBSpk0zmD+rRc89GdYViv8ShJrvyMRh3INMfRoQN0p1VJCkoUrBUiZ6avJ6OlLV3G6ilEvMBD/8Y99M3uWN4R102XqsL1B0uFI3xvsBQoIW6Fzmsmk4sBkJpQccTZ6nMyECiuzN/Nk4mJ/Mw5J1mXQORIsy0LM7F+YnBKpWzlyM8OX/d2JgpMbG+1oyc8CYT+Kde/3xmJjBD7VxcCLAsiqfLip/eP2PbVo69i9y69YZjf8F++4TXL79gv79wfqhxwcwQfNdIGaTEjE2Z+ZVHWZTWeECtQ3IUrADW+mn9NTQlY4NwKtMrmltoDwIqK3KyeNGK+8sL9hs1GVQJSNngFJkccde7o+8Hpeq1YD94D711HDvpzt2N/IpGFS2RFJIRtOHYtitqJYtvHDvLaZCItnbcbq8oWtlq3w/qemqhejX4kHUU1KCqW2+47w02ZFaIiiSDkkN0x0iZtkDGB0t8gpXg3KAyV86tYBQSkZIwmQCAQgoRBB0N27llFfBJ1R58VoktMPCngrfZw3OhI+E9hTFQgXiUx80n3wVAFFfK6Q1FABAHIeeAk+GVIt3og4KyGwU7kOVZDIJ6LgqoYVhoUlhUkMqJaTgQUnpBqy8DErocBHxzohmrRiXo3+bnsWce93iOIgrBGTxnAmL5c/fZlcz9mOlcpDgzGsvCsJzHMxxTiZSZe6dybZSG41ebZi4ZfmcIOP8mbkSULeXXDdft8jAnAxGKN7Rjx3FESTRKqwxSz7wccaAAwHpHluMMzPdycaw3WN+hUep0SKDLDE8N4LRtIRDbh8MHabUIqm6WON1BIHK/ATEXNXPC3jveffgR16dnrNuC++uB2+2VepIljFmAiB4hM0AKb2sH7q8d67rOvT1s4NOnJ7z/cMW6VupNxsZJD3m/vwKujFDajnWtISYcAi0KSB/wEHjRuqB0RjRmDgyNaO7cNI+9CxNvGqdRFSxn3ioK1Ticj3l4kI7EI1ITI3gJPIBrZ8rkcNKcU4w5nh2xYYK1mriMC1ILM+d62Dw2p/c7s9IE7s501UGM6GgcDViUBkyXAi0exCfeA9WrI3ISmZEonMYoQfozRI3BRjPlPv26AycfBGCUEvRq4m55sH1GB7PcGQebBnrg7BiVE6MBAtQOsD+ijfnveWJC9yLTo2xyq6Wi1gVaOVZhGrBvfH3npLDTUKQ1EzkfoapgrRXXbSXgVyqyt8Pd0FsP4ZkdvfeHhUaslIbhEEjk0wMd0f00QS/E51k/YO2OEuQqAnhBOEkASyWoyxYHzWCg7FkJcRYXwANP6G2HBInHY8P3MVDqhuvzD3h+d8XXz/8rjv3OKsJ2QW8NcKYaFFkFXB05fm6/3fC40cdo+PzpE9atoFSFGWXwPMyd2cCx7zgODh0a1iB4j1LaHOjCPHRgKFuyS3bRBseECmIFyeqfimPgffl0W9EMLg6gYipXw6ent1BLZ6WiAjagyYKEoeNBCAY4fz/SQRrRECQSel4EJ8fSas0OyDNXn5iDzJ+cSc48IPxpMpLFWQocxknoqhzGvBbB6mEsI39xCX6GAA+0yehuxuwoJRZgk3iWqUOC2/ncyuN1a4VpJdiaiZOHQfOHO8l1fTxb8RmJwUx7kvYql0YYkc7ZJY5JB2d0wcXjgKY65RgQ6vSZ9n3L6zurHsac9A0aGzft7KXY1oqny4ZlXYJhWeAmzNcbI4q2H2g9iEESNV30XAJQSUowjld4vYL1RcmmAXCzWwjDdDTrU5wFUJRlDVBSqd7dSLFuo8NQQnaOq18Km8Z6OyiBN5jKcOapo+8cDvz65Ya63LFennnfMpBTl15fX2LaNccWlsJ6vfXQKyiO/Xjl+RBFXS94+fwzLluFCnC9VLSx4/U4ppdwa/j4y59xtB5t2Ny0NaQE2VvGTaZFsC5kWZbqgHQa5X5BrTy6nFHB8XIjNA9KrTAhXT7TKz7LbJ0ONqhlaTaetcbz8IGCHQrhQKJRKPeJjBQHBWDGgEsNAwdgpiK8NuKV/mAPDHhsWsqAIlIgD4DTH3qNgozx+GbK1LugetoACvYw+si8HjBh2bv3UOOKxr0ckOwgIc4sCFmi6HHQXJLySK4ED+UCXa4osqDqqeaWJlRyDwf3enaWzq7dSLlSRWyCj2FEhevFqzOoEKvrBrgx4gj1wyiFpgoaExQN4SIOLP621z9jmnkyvx6MRLyua8HTdcXlugGl8B2B2HczHH1HOw4SnGyglA2jHCH2QcUqjwdv3qG2Q7EwWLOMKDCRbgCQskRplASkigNqIJX7IDjYOhmZIkvkmcQDWh+4//IzeosSoQ14pxCMA6wcCHUcv778Cd127PsLbl+/YHDgOlp7xeiGulQ4BgfU9gNwYL+94vb6CoOjFmUp0x1yHEzTtguWdcH16TdQ7ZBBmTmHkn8iBmt3HJ2A6bb9DdyZHvTW4e+u05P0ZQEQepoqqHVBHx2QNTbE4OdJieapEhuphMaHnFgMBPBMqTyeOXtr2O7POEUL4KNjkQMCoLuiG9+T0dwkV7nRAGVEEbm2Rlp5ChEzTbXkDMQeOkuxwRR9dK/A/G+PSCjXhQA4sQpKEDIVcjeYsjdjNjkOJ9lPSkAodcrXaZQ5KfEf1SetgbcETcxpSEqpqHVFU0eK6TsQeI1EWvag5TqPkQCp1RF7nQhTtMnP90ZkaB0iB60CBNllyzUDIJRdmHNcZtk9iGTRVvEtr+9MPQgqPRoJj4dTVfH8dMX16Yplu0CUizxiQE87DrR9R2v7RPQ18QEwvKX60xLpQg9v1Oi5DXPT5jog5okwzahINWNzg7eDc07BWZoemMTAwOg3bpRhsJgmnSGyxyzTcBJwAHVZsa4Dox/4/MufcNxvNAqWQ4k5UkDCG2pRUr6POydBAdhbkl6oKl204POnTxAtuDw9oajPWSXDyQ5c1hV6u6Ed+wRxyUG5o7eOui3BM3GMdsQG58i+dbtAayETVohhGPpcQ50VLP59ERCAG50pYDSfeShhT4k2AXkO4FhDFYrWVKeIzjAasjAvkeZ0wCVkRGog/ZJbCKRm40wHYrQCZuVF3gQLniAH5ATuH/3W7KLMA5eq15nTh6fVkqYqKPHy8LtxnYbTeKbclUT1AgUmNYSJR1TZKjKbskEFeQoECVIhfg4xQkYHiNQtIiycDlEDv5PMN/L+0/CGhOBfvidNAhnL8echGj8jr297ff+Q4jdG4swnL1ulobhcsSykKqc+Q2sDbb9xg3dK2ZFNlxiGz05JSosLyMsYHAvvMg2Fzp4DnLlirrgyvPKRvzswgmrrAmAcE+y06Hp1T7Zn4BLBr0jNBgJeJXpTiDe0o83HmTlmO2LYbS241AqzPnN7N4vKRf6OQdcN9/sN+uUL3n1+wQ8/XKlp0TnItgQAlToJo7cgVzk7bQeVyUmm6rB2nC3l4N+tlw1ZvuTYvDgs+T/JQFc4/yE8sZlz80sCtHh48pn+kamYyIoIh1OLhbcD4FHWM6ciOkQpcDOj0MzxM2AIXMhs/ns+2gQQ/9tN+fhZD/8tcWV+9vPws5KgxOdFjEQBb5FKhPcOjjVxT+ISEj05qc6W5+BxLdjN6zMVMQ9+EXTeZ2IPj9ciiUlAzouN+5ql0vi6M00xCuxIxhx5/E/eEPueolFtZgJnQeJbX99pKCS31bwkEWApit/8cMUP75/x9PSMZbnA3NEHJ363fcf99Sva/Wug3AXrsqBr5QAgAG6D0nalkBSigA+WBrshhq3gFGUBmHellNjcEAqLOaMZ7UjhgJY+eMDOdvceeXei0qcHmlUBsJrT+kAfd9xeP2Pf94eQnJfCVKpi257wdH2ielbhhKojGo+yr7z3hu1ygVnD/fYVf/6HP+H5/b+ih/AG7wKrNfoMCpZa0Lrhvt8A50zQWjkvtYVytvedJU7nd+2vL1i2Jzy/d/iFs1Brjb4OCFwMNRReJENvpbqUGvkJ0Ghzj8iJlPjAkvKg9YY0IwJgUUX3Eu3giXmwUYwtWuldc41jOPFDdDozk390D8ajT7swLcD5DncLRSyZmA/fE6VjJU6j5FwnhjmbGeE+rzN7f4Y5Z6HENDcLDCEnl0s4uz4My+OUPJEgnjnO9OjhJqJ5Le8hI6iM9FJmcuIzjH8w0Wjd4A9T1nMpQkYIpaRaXMEMp/Lavt1OfGevB1fzvCgvWNeC9+82/P53P+Hd+x+wrFdAKu77jtajEjAOuN2gBVi3C0pdY47nHfsrH1jRAl3fkSqtBa4VR3fsrRGkgUCkQrs93LCje0zwnocboHhq1rUF3iilPqzRq/e30dD8v0CkKVVPg6gq2K7XqNQcbOYSYJYRY7GXhUjyfv+KPj6g9w6goK4XRj6HT+9hwyKaAmANn37+I3754QOenxYapeMGxROkrCjrFWW5Q+pA73tUYvilbX/FGA2jUU9TBVEjZ6Xny+dfWF59foend+9hluXgAlVBSSIPADx6SQlQLhqsmBZ2oDfY4GRvBAtW6mUqRbGs6SglaNgIVmM0+WWFdNg4MQZkWfJsL58YxF+8zi5UnRFgbMnZRp0YGuQx/AZaG+ijwFChRaAj08ZoU4eTUxP7wMZ9Vu1EAE6r1wdLhSmkCxAXcghMFM2A0joakmHL1O1NpP+QGhHTic8J58uvip96iuKk4Q0npQWQBVlxOpNlsO2/KKAF3SWqx9nnoW/W81te3z2k+MxtJKocK54vT7henlHWC1wKGY9jACgodQNEsbrBZEXrDm8dfQgGFgy5wIoB2wVDN4zIgTE4ILgZMEIinW3Vp1UkefZhw0yj+jY9yrb2YWmR6WlSKiFVkSboFIItooJS1xgbcMfoDSdWj7D64bXiv+GG2+sLSl1gfqAdBz2WBzvVKd5yv9/j3x0iBV8+fgLsGaXQY/R2xxisqS/rSsGZmGk62sC9s2uVGh7sMrWQjpdItwSC0cjadBRslw3bZeFQou6oW508E3dPCgAEOTyai1qiBb6UgnaMaFaLwdDm1OkMjKcAZFRKbttIcRxMuXA6tTedBpmrv3l+uefebuqsIJz/fb5vGoq0HPFzTucKmrnKjBiScUuCHwV13KIxL6pEcwhQpBLmHKXYj/3cDwJICUqAboBUShfOfXHe5+Mr9xEEVJ0KQ5HRw/l2Lqg9pCKJYJTsT3lIKcnOqjApIUUYC5y1Ev8VI4o3AEg8nFLYRFWWCyAF3YCjDRxHj1RAMEZBt4o2Oo7ecTTH/XDsreDwC7oqvBp6RAHJ0+jmGDN0w4Ml4MKbAI8bhtdn57+CltSQG5ULlROuHPGAc0s74GIQ6IkWq6Adx5STE5XHbTw3ogfbUGDYby94evcOqXRMDCYbwCyuXaZUv2rF68sXljnXCk91qMBKtBYUZ08GcR+W7nK2yfRsPpDCJYmfjDEg7QDkTpq8PqNUMlZ3AfS6xnMyOBQq/Ccmd4L3STGxCisCE4OJAnZeSyLqjuiABWZalxvGM4R+eKUxyn6STPv4uP87+cdDiP1YgZsp8YwsMZ8xsY8wFEEdJ6Hs8XmeaUyqu08SXTRXWURD2ROTRktif065gyA1pYFLm6VypiFzyHFs6yhUTIAzt3egCpj4xUxDdMYQ01HRw8WfoKxP04Jz32ea942v72dmWjT2OMU0aMHZKdcGcLSO+23Hy+tOLkQ0LO17x+vLjn0/qPFw3/Hyqtj7FQMbvDhapyw7c+KY3yHZap7kkjxsCWnq9F6PRoQhZHT9efaQgPXjaYExH1pmHrl2GpRtN8Nx3GeEgfmWTFX4X8NoJFQcx/6Cdb1AVLEsK0bMPyWYyc2p+d+R576+fKFRihb3bV2DIEaa9bIUToTvWVoOopeFylTQ4EshOEygNtegw/2G/T5QasG2bRABXtsNdV0oJpPuPYVsxeFgtWLesZCKzsVgKHb0EZqlgmzUohdOzCEOxoNHnl2ksZqa6wmQOJcRQla53hgMbu8iOL0nCErOzZ+H02VeBytwjE6pS1Hm4aMgr87PZ09OvCczzHhOHu0F7KqV2U/Emx6BDawEj51ycw52+7LUmd+Sew9cl7AK4nEoJf8+mZnx256EOJkph4axUiBEgVh4Zhn1LQtzzsDNff+Nr+/Wo+iWZJoCO4DXW8Mv5QaTXyCq2PcDr693fH29YQQA1kfH7U6ilZnHH04CS0YeJdxYcoJEfd9TnyHGBRo3f7a2MyRMtSSAYGCQwlRRFw6ZhZ2ovJb0PJjenf8OItsanH+wy3W0Y2IL+YgT1z8rLukBsoToeHn5gmVZURZOFysfCvbXVxz7Tm/g4INUbqJ9f0VdCkZnqmLvnqC1YqkVxYD9do/UJSKFfQfKkU8GwIBYzqbgdjQbsIMpwroCfRx4/fIFbo6n52e83r6iLhXrukRnKjdgRlIyGKGdE63AsrcNaoXVwrQwwGaGsxw2LBGhDAh6zwUG1tWAh4leDlClLMqX5/N4ICe5xLPOwIVU/Qz7ywP/4mzZfnzxzu7NcR0Cl4paK8Q1hjx31LrMFIbRAv9ItGYbMDuLBTTMKoMYmRvWyhA/gKLIJsYkJ04DkdPRApOJugsiPqK9maEEy/aptD35Gihn1BApYlLiSRTMKhb3ctGY7odzD3O9fiVDcXQDp5UnG81wPwxfXw788ukVEGoBHK2hdYZo7Px0tGaRx/JC3R8OLMDNmF5Cz1bejBhEHFIENtJLGLIDec70SDZfSJGpKAbG9BbmjqIP0dvUSeAPPPU/caYjpQhJUJaeNUqSj9ifJLsu5O/LgjGo7szpUQYbgmVjReh2e5n3OLkhInNuqQ16rGXjyDs4Qu1qnApFmYvHWtoAKEEX6l0hd8a/bBiNhr4dO2qtaAvz6eN2h7ihXC8YY6A7JQKWWrnhLYVZHNAaG13nQc9Wd48Yv/fB1G0GAsRhMnrqSqZpOjP34DklMzOeU1axCFwOTOZmhN9poAGK2+RfPbZYZ8qX/IXj6GiREudEefgAxbPKjIy45vIQZQC1rqywSZ8iimStknlnJljrGmBhBbRCXVDy0MeMl7Ncg0j50kT4jJxz5AVvaBLDwepHyAEAEPVZzXDBTNGTASvik2eTPTPyENP8aqlH6w/17agPA4a9DdxbCJ9Gx+FULfLI48JA8Lqzjpw5Hl9vclLR6SH5OSeI6DjzujdIeaRB2TBzDoWVyBRk1pJduWiP8x2QCwxMzwaR0KXMT+JnZ345m4oy9M3sxz2IZQqooh8H1IP4UipOcDZ4A8IhRAJGYcexw5wlV41oChMMfKwK+Ayv83A4fLZOnFhFY/jdD7SjYr/fsGwrG9K6zmiFBz0bltISM8xmRYUbMCMEUcVgWYrRgflcw/yMfKweHk/eXDseNm985WO09hjyPUR1+X3I8xTPKp8zYm9ZvtERw6TYB7MUCvNmmRPuYbxTIzPDRO6nuiwxOErTOyGFdP0xZ0WGBBKVpYf9gfmQ4v06DYdENEUuhiNFkvMZ8kNSoBgPfx7T4fORZT9Q6mfOk/UXQPC3vr7LUIzOUqZb5oPxRxzN0mJlODhvnxeq5wPPKUupewDwxiwW6uGX5qZBRBBpgsXBeCs6+3we9GjScQBjzAeABDKTVKPKzs/oAQG46BrDX/g/pjFARHphkQmq87rnRsvN7QjCF3kk5o7tcsWwjjHyO9gJmog7vaOQcg1eazbO1VqxrEswJtnQ4JCTSfjoYZGGWfA4mQpI4g8NBjEXwXb5HQHjzhZ5VfbkpCHf1lj/GYazfTuaCuBO4dbuUeKTpDlzrdiqcCLxKgQEWZnJd4Xhyb0Sz/b0GXZ60EfPEOvkCD7EjDf4fPMezjK4Yo6KMMe2Ru7eTzB4dthKjnWMZ18Ey7Li2M+hxyKsJNBwpFIW90vuHw5gP6tuZmn6HA+XzIggtryNkxKuouczDKc0AdG/QDwzooOf/SjCvvT5Or/l+03Fd2MUnkQThLUO3/HojfUfuYr5wMIy5kTmtIo2ggWXzDbkZiGImaSY04rE1kop91yAN0HESZwSSJC1ZE5dJ8V2UBkmfsnndwDUVfCpEiSRgiKunpz9uD8LfxHRVg5Kduu43254enrGsd+IUWhh5CUMdZeFczxnX0GEi20cE6cBGka/h5F+hMXiyqMJLpJ6pF7o6YR5odY7G5p8oB0fQF0C5yjF5ytEC1ofOPrAslwh3mKqOieZJo9GKCoaZDCfBr6oTmlB1kDy+/MyGsQW8kgixMcE3hDXLPN6p79MIxxGA5rgdBjwM9c5HXasC40Spf+7AT06Wc3uGG5wFWiQ/UopAXTixMcAHEYsSZRRqdnJTXjc+zR8jGxV2B2bmNwjJuBIfKJAUGYEnAK4J5gejhUOmbKCBCkxo1rJLIxrouyKLrI8fBvfME9PpNrf+vp+HkU8V1hEDXoukmPMFIwAVDYVPXi2uGhOio56e7ID7eGWIidl30eU/CY6zc9i+ZDh+mmcdW4YCcueQ3ZhbEW3pCS7w3o/FZIBZPtz4hai57Caee+xixiVh+jqY7g8gyeG2r13LOsFpSxYF0roYYaN3GgKOYEviTIbGJ20fcf1uoTnDpwnd6VHWTcMmQ3mqyL2YGh5vUXqaVAguL98wtPze7hTRXy5EMHnFHbD5y87PjzX8IgHhhlKXTG6UUIQLPPm8pzpVDoTGqs0Wox8DCiBowh7faan9fynnenJxGESqAyikU/WAN5Kz59RR+bq6UaGAW0QqxiXZb6HVR+LtnSZ5Km5Vg4Ijng/+RWGFr2eZ3TlRWKHxzxST66JnecApzPzNOo+ZjQwDQ3IGUqQP1MacyBn2qrHeIV5QKMFoqwAlJU4FzzOQ824y6Pq9q2v7zMURfnHUtpezmeZ4dR8ZVXizMlmb32CbA/nj+vgM0yFp39PYCZLcHGjTqMgPt5+DoDMi/IhSojAv6H75teLzIMjouwpQZXjBzsAACWFSURBVHqpqOxLVvl5H4/BjWjwBc5AB5MqiDMtasdBabZS0eSY+WN6O8/QF9nvxMatHJZkFp7OmFacmefjQc0dGD+ee0gfcuuzH/E47mweK1SZ6kd/EIx17PuBY1VKMkr0lIyIAjyHP729+dRIyId6YinTsoWXBLEEPI5RoMF7DAsn4J16oJBznfHwPQ/7Lg9ERhux+0i66wPHMTCch2niGnkYM0JAYDIRfc6UI0R2LM7AGx5FgKbK/JOFyakpinPfY/qycFjntn38OR4+2/NnMCBng8wHz3cxSkl5weCXRNSTOEnuk3+8OvTff32noUgyCQLAySPz0JIyI8AzJ8ubN095epzh0nTTAGQgJ1Wlim/y9dkafOIAbymtsQHPVYtFyRTHzr8XVkdO1N7hRhKWiALdiKLHJlNPwxDXE1beHw7o+dmIvPVEoMOi4jh26MaZpOyYfcyRhCXcXKv8fgnCmLNZjENnOiXsgHP9wpI+bMn4xyPwJnOTe7y39479OLBs5A0ce8O61PnrozXc94LLpqhFAW9sxc88fAyM7qFkhbffnw89uCwTZXDMZ+iGYNaezR2Zu58h/RnCemgwvCFyOWDBlZGk4CMiyVwbz2fHKHQ/Gsyv85rm+2I9BeTdkOquM3UleJnVqiRrnbuY9xQh/RjQOkJkGLPjlnv3XKk3UajPAjt//gYkBc7SagobZ7qGeccup1PIb0kjkafEZgr07abiuwyFgiFtdq+NCQIG0216SV5cKWXKoQFJBor5pM4Gr1Tk4XtixB4k/DZbsrOC0FtGBlwuswcvOlfM49BHyZBBGhIIAspULnIPZL7wfdxkifo/+MlJ8ZdY5ASzYroWBILKaxaaFY0DacgfOdogWaYsC6wd85LJ8xAgwV13dirGZYmBM0zXFakULXqG3ed4hsyL8ABhkAI0p8CDa2ZG6vhxNJbydMXoB2rVWaIFBF9f7oCvuF4qy82dc0v7AHqMYaT8HvDYyZkGgdfKdM4N0AB6zcYZ5UzQNb05Hg5ufuJ54Au4rglwZ7ieB6Nopq0Amb75IYLWOz6/3PC74wmXAuQcTs2SetGYYl4xwesQ0illgRaOiORE8aiCeIHbgY6Q/RvUcvVxQBGYRkY22aOSYTOy6iLTx/nEPM4I+NFkmIEp/wy+8n0KUU5/m9qnOJ8Do5fEfuS/WeP/f6/v6x5tJDxRpe7hwDxGBTPEHOHN/LzDeJ/NBbIYERgRhJ/hXGoFUkMBIW+Wn57ehpv9RLfP4cmzcmGxLKLzeiF4+J2QUU+cQrJYx0V9g19MkxdpBfh+0YICg5nComR8WnkuTY4ysJH5eY1ogx+jM1Q3DOsoSsDs0eqPPibxRxCaEg9/z7Ql1iUwLy2k8j747BmM0/AZ+tEgrqGj0dg0JYIOeuDX2w4bHe+eV4CQJtyBTqEF5vQhv+fzSh7OQl5fGE6zA2IckKMlgVnDmwVJNCsMAeJg8tAUvP1oy0mKdBCZSliG8ABCNU2Nwsi9NXhdIKWglIX3VULmDhRb5kAqIX8EiLGFcfDiC9MhTFvkCV4K2igPQLiij1A8iwtV9QeAU3A6Ii6JqkSp9zGqyIDZptYInWNB0TLHTuZnTmxnYiQeUd73xBP/nAFAjz8QncmHMOkkKux4c3GCmNjtedQyDJJ5CKlf8QD8ZGUl8YaTY4yJvMu52fFweB9bxU9wEg+YAN8vYYoec1XEbIpz8Ew+mDSAj5sZ8zo8Lw2ClJJnnMl7zUrVCSpFDT3+eCxwGheWG8MsanyvPMzYyLBUIo6Yof55TbM6IYqsGOjjJgIA84gMBVVWAI7iikKwAu6cEm8GlDKwLfSwKg5xalMKGMW5n1Ph+Q2nUZ4uMZ2ADLharBXA2C4wodwnD57wTHNPQzydkj0AfvFZqYWRj+uRhAQ3qp75QlanCs6BBIKsJjy2mWeJPqtyUgrMOjCvOtSu47LNwEnunucm09/8gUxpwdSTSKeG3IoZMb9x/EL1NtZw5nCjuUWnM4tfk9ShPWOSBLm/x1J8f1NYemxkrvj4UB0pIfgQ78ViUeCWC5NhoZwPXKKUlOzGuAuzh89+XABkJGPBjQCyejI35kNVQebXyImjZuyWHuhhc/Hz4n7fWsfznvPPNCZx3xFSnxmsszdBci14N9MPnft53tls55fsZfG5mXndTGNmdDW9eB4IRhzy0K85c/KHjeLwKXknj97dJbot2a9jZrjdO8uace0KR+/OMBg0hmNGQSfc+peNU8j2bhtwr+eyRjT21lDQSDxGyXy+iWs9Ylb8IPfHlfSwp4mT8DNbo2qalog2w5jmKtkYKDVSpumoToxMS4X1I5pUw7gg9Dty3cK+pdPKfZmr444JpOfey2f3cLLO/Rc/NjurfAVc+NyPk8wYa61gJJQHQB4+6E3W/k+8vnMAEBckv8EevmkePvf5UATkVPChswIxPyMeYpamWmt4szfC+2d0QhcboFYId0jIrk/vKZSyH+OR3CLzs6axkeQMemz3xDHoRc07acSC837nHnuoeqSHjCa103Dk8N/04A55gERPA8vDyvQJUAnpei0PmyUPmvAgO5DTt7NClPeUdjyJY+ehkcAokqyTl8vvMBB8G3fgenmaXbRmDuhZ47/diEldNkYcSwX25mRmCsuMQ/GAHXEnzGjaQfajkTxmNqAzUsyD9Hb3ekSL00/G/skKUQKD3A+PEaNMpwDw4GvlvhvDcN/Ztr9UVpO6jWmMPNjFWtYp2jNTnzgHEhT5mRmIQmRAETL/onPc44kVyBTzkYg+RStSQWw64fmvZ2qZBuhxj5k5uhgWXZBjFIAotwrHODDF0YcIH2+d+De+/lkKV+aCYckS9Pl9w+U0EPEbFkaj6AmmnU8k1Z4NRULFKi8/9sWUpleJprAzzAcwS7R5EY+kJQE35vAzHAOC/yHZdkxNw1zkMSwin39kETOccYFkaCoFrgp1C3m9yEEfHsaMvB8+krYwRG6lALPXhSlRzvycvAlg6lNMJH2ujz58z7kZVTjDYSrGzBgmoyjMaCTt3NE6lkpDkN8/+Qjm+PRlx/1YcN0Knq4LnvzA691D6zMnYT3cp4cRcwv/UKMY/Ja+/IZFKUCmkrNCkJtiPsg8TfllCSrH7sv9IW+dmAf62fZ24mylAOOcWgYfnBynDoDduYBHeT5Sp8j9Z6oiBsGSm3LuQZvXnusvOJfHJ+kpDQfmWkRkkTfwsB+nEwkV44wgSnY3G0+e5e8/rNLjc/mekOK7Uw/CBw+bH+c95A3w2UbXoTwcCj1vOhFYEqGSskqFoKSapkWcB3xZ0PvbNIKhrc3wcHrf+N03Xkoy5HsAzrQyPHQCn2TQ2VzZ/14r7kSlYxGyfFYCuMwSqLtDNKsMZ1nWg3EZrSCzPXtudVWO1ctDAczSq0jMkJwXIkGdPsPoYLZHY1qGuMCbjtls3op7MnOK6brCSkzwhr9BB9yd5UUzuKzYakGtYWRtMHJhdhGMwngaM6oDeSnm0Uxl0STm05VmD42EMciWAeT9xdXzV2Rqh+RVnilbRoh2nrd4z3403PeBZQUuS4XqSV3noasQ4dBnEUDqElLejhxlgADS+Qr0SAhuS3IwhkY6HOhyAPa0Vz4Fb5leyhluAnF+ZsktzEgaH66XoMNKjcrJjOEAT41On2uTTYj/bWTxT7++O/XgMp7h4lnUkBzWhDQE6QEec65sKHrb9MM/RPLl/HTJfDo3G2Y3JQTTwiPnO85OsdP+zspDfArCOKUp8geLmwd7XpY8hHoP78p/y9/Jv9OYfZmTmoiAR6SQZbikj8fP2bGYEY/Mz0WGtLkO+b/EPx6JPPNt3IyzruEeBKDTq53hq0xDktfvcLJXkcYceOzHyfTGzHA0APeB8pRlxahg+T+yPg+AMuJa3oCDkS44TnIR5ncKsmI0sZWMgOS89kc/nQZFHiKnx05biKCFuFLvBlmpZj4ySgSiAS7K6l5Q6grgmCuT4Gleq3vQoNJIhTbIGBoAb4pC02Ll5c9tFg/zsZExrz//7tFwWqwf3KEPgkjzzW/2bP7z3Jdv3/NPv75/rsdDyJ/kmBmA+aO3TkHZ3DL5oDys/FlKO6dHRUydx+/BUHiEjbMbLjdNHoKH+05DcHrc+B5kzZoJUeJuaSqKCFwVPVH0COvPktZ5J8naPF+ncpLEYKBcJxqRbP/OvJOVEZUojSbegvBNk6ymU0NjmjQRZPPRWVWJFCbKwHMtLCA2yR6Ks2kJYtE+n58cuJCcgB75GnGAw+AhorLb/Y6iG9Ya0U2Uk80x105ibU4Xklw6bnIffYq2zEoVkj3qEe3J/Iw0tmdVMasSmF7ZXfFAbH6jaJZbgsSrA62tMOdQ5Xn/s+cDkKC9lwGI3OZeTn7EQPZxEBeYjgyObVswjBgOG5QzXXlz/qcj5TgHhLGKMzCxNv6+eNCv4xmaOEo/YKU8GLB0vPG8PJ9dPEvBuQe+8fXdhoKbmlYxD+v0ELNEyZigqM6DbvnQkR4F4SliY2v8RUrRpe22h1LYxCMwQyh/KKDH0p23L48b1M8QNkVSHgDD5FeQT1BikWmoRnjR9PpnndpDMCRoIM7eExqGoDoDsNFDWi3EZkOJXCLCSk+hkij96UkSzJ15fH4vsq0uoiIJQDZwoMm3AuZaIj1SXO/JcuRnipwN3zMaMCc+FPdsliO5uAdeXnaMyxb9EQmYRrTmJ8FrOolYVxqFEbiTPjgYzW+euERAVGFoy3QgE92P+8gITMq5l96+0ujxjT2iimGGUhbMaXWiqAu1QNwdGNyRIw6ogB3AacAk/t39gPcdUgVrAWRZ8HILYDzj5IyqJA3zY8PYiTedYfED5uVZFo1ickZJIbNok+Ga7MzHXXCugaoiRyJ86+v7KNyaYa88pBDxdxKh40O5SuIGT0NyhsB8ZIbHtCRBsFmizHb0MB3T0MxY5Lz5aaYMk2YrIrO9Og0TmZkn2DUJLuHV8urOH2bIxm9hydHm3+U7Ne479S1OzxhrkTiZA5ACjoE7jSA3vs11lrm2J/zlD98qISozPerDSswwH+fpMTv/e+JLjujjePuc3eip3D1KnzRAY3BCeU6eygPfeo/xBAXW7fHBcE0eunvnXcQFuDXAQpE8Dd58Ow8BqxkJhj88k3RSSTzKyN+MEwbPYPLRXUQaU3C0HfuxoI0nLFuyXuMZayVl3gbcOSTKAtScCzbpuwZ4g6AjMQwBOPV+hGhPGP8HfDH2TcDXcu4m94yaA7dLI2F0OP5gAEQqI+DhKIPK7wCJfzOixlvHwe84z+63vL6zezRs8sNNPcb9b0UyHkOmNB5/8SsPjy9xC6YCWVOOkp/L/L1gup7//fh3MeMjeQznqjx8nwhOcczHlXr4d8nSW/7JcD8BucdE4OFQZpfkm8+MEFwevyFLVjjd4ANkeJb1zt+Y6ll6ht8K56ZK3YQ8RBkdSYTsf7kWj/863/4IEsbzigOd0aLbye8Ezk1uRu+dBiQjH3rLTEfn0k7Qes4odQ/tBEZhjodLjmeRy2Hmb4zu3DvT+YQBMUSTIdc4PyVBTRGK9PQ+4jMLRPpcn9Qb9ehFoQZp4E3RAn7elIPU/3Nfkdr+EEXlo/5HjFfutdMInvd+np/sicm5LAibxSqkOSt25oacfpapyDSi+VM//3zr6zvLo5gH93x8Do/uzCnqIpi1Yc9Iwf9/7V3bkhw3jj1gZkveiPUPOOz//zA7/DwRtltdlUliHnAOgCx5rO4HRezGFGctrbqrMkkQxPUAlIAIQsyMRlXc4oKwMzClyt/rli0FVJ2t05l/CjrL3FKwNN4Rr+1WiExfL1MwLSNL4kqmjBGbAcmY2smqLkRo4aQTghmBAtWUpoiHC2MRbo0l/Qy9OxeQt5KRytETYaAavtDSa9W1wdBVZailCqojbStBWMD1lYcPiBJ6uUbLCyKvwGq4L2E6rxkZjNnjUE4cAtc9BgFbQ25H1UwYQU+DQrWnB+ugGIaru3S8x3yh+niTpiloyxcfI1KI7tFqYE6WWmdpgIrUgOmLBXlhIc7zDqzqSyK0rIRDHfR441on5lI6u7hOG3GNbyElo3Hdsm6ql4XKG+JD4Xp4+zzLHM4TtocFWGe0guEufitt/a7xIUGx2cA+RhbkOH2vRK1hJtOWHCkgSJBHCDgh3ULrhQAIPEViA7hR8FrSzlvE4MDbrQUt2/CEZwPAYJywazbm6PPzGiEktg30f52b0lKLemO/EBYIRh9h+E3vLoWyOCFUBkFh2xg8RGwgbCP7K66cZyHs4mAiUHjdQqCqivbzFcKzB6sqS7nTWqocS8/ta65yAVb8QRfE+lYWhbkhISg4T0cGZLvbuQ1ZQCHUBx7h94wxpXndpLP+WhOOkzwWfBcCjdbb9sL6oaoPMTPYHldOdgV1zhBWgYtxGpu8+WtOzDNuu5v3G9Z5UHHsGCP445xxdaUo7wjA05xvWMcNtug2W9FBZ0e0vx5XCtd0l9W9HQAig2JbHXJHnEtzwI8Dx9ufwP/8L3umDuzbXvVPFBKycr92SP7z+GAwc0WlI+cpE1HmnCaTsGFbpbEpeQXRlil9HdXGPa0I78FJalL31Lg6SABz0o4KCKmrk0vqC9lpMHb79kTk8dBkwA1ojy6MXB4S6pLlqQF7cDYCjHWrWnS5Vncoo9+60pqK28k2bJth7IbXP/9iBacEk/ptRvGP0xT2C0xbUN6WLuTaB4zNiD0XJfCWWe2c+og6Lba0H6TJ1EHb6huZyYJHLWBWAROilwJrsOTaQ1iMl2gk3Kaa7eTtWr+RF/WIFTSvQVcn09Da94Vov0h6ZGdtgewWNgz2pzgvdDNEnGvOE+f9jvN+i5VuA7YGbE7M+xFNbCycjnMRyEf5dB7AOXRTGNL0F4o33Bh26073KjAQ3RoGaL3wc7p9LfnaZbGHYDtuN4yXz7CXEbfCgZDv9PulNL+n65EvWSkoih0KaefurYGqBlOgeJykmMGvKEvRqd8rActuScK7ZwbCmBRJiSXRNC8WCfRItM/Wby5CT4xpOYV4SQVbdaDqM4sBU8iFGaxabE0SfTnvAan3u9woG/CphCSLy6hVo61bMNdKq4bM8zcpyLoepukubxYFYydJq/a33IVLvKY9H4Aq11K3OQI+v+XFOl3o0sLJvYhGvQtnovMl9B8BQQ4e8YslVcVQZo4RF33QDI+isGw8hJG0gymOUXgW3V7fJks9E/gEgwT0jjUcpzFe8RD/yc5cLd62xB9ajtxsoJ7huAbyFVvhxw1W78nXWZ0oBQAt1rPmCd+rDZ7ObZ/nd3U9JAmTiUAtmgvx/ExvRuLSSCCUN1gZMs1rMD0oJjMrVc41xbV6bEuP0m4psW1F0RHfUUxXx7IHT9s2xwzanihYpkNisiTk43Fec61Lrl6xAbVZ27e4/UtBwjmjp4PcLFX4necEJtjZCjCiHGmLpQaKdJviMRQBJrFg/HRo1jrk0Tot9aZt1F6jGIlMvVwZLLbGzbhRBVmLdl7CQpZixngElCIGopu6co3GxpZtnp291JcjBZCHVtXc4/9ajMKIeWCg1xcrQVWZy8Bk39gQIuH7n+eZLBZTGMTbTAxzbPuGfe7Ytxes5djGWXyTwXRaCoiyBGOQVrG6VECrFbixiDE7UskKG3EW4IPWau3NRXnxXGVGhdm8OSf2dPtQ7gYAuQPf16JY85Kauarefug6+sua4KKASGFRpqnhgl7Nx18qD6EIrkzneObIA7Py4Hov4slvcwZnxVV0L4XWkreBaW2G1AiVBUAehLXA+oHSaACq/NcRAaYkWzxgkxtlBnZpSDcrrIEt+n64QzCs5RUXGWCsRhOiAMkAIOkbOI8F+BlizDaoaXD0xvBs6moGnK22ZN/prij9OJRa5Bo3lWY/8olnStOsyNt0GpvWDphtWPOM/qkyN2SttWeuVRieKhEA5VRPqYKCRHshC1A0CloPAG6G84wCseNceKF7F987MTbD5nGt4MSMFPDcssDOUmhO+DwxAewj3rjhjOAn4wcE2kAFjLABaE25W+Rxv1K0fucXhVe2eKx1010xwlWsrtQZ+Ew+/I44isjOdBMoDvpmdfZlXumgReAuvrOWJJ9FOXJqnpYi6gxF31PPUvfs+B4LqUBty7stoi3+mT0qNnbeTgGwgH6b85pFrJD6xmanqc9o/sV/YwCgwEz5ksKEzEAUljZ4rHhPBKlCWw8bGLuu8ztx3g5WjYalEJtctBgj+loKkUc9kx9Ir9bVUDVcHmMrwKBzXF68rNLYcyk7Udq0x2xEJ1lQqkQckuxyFUyOyWj0XQ3Nqee0uhMohjRh8wybY+wpxCXex6ialMKwDOi2Alk0igGrmXK3VhcPaTzRsWxhEyAMAy/bjs2Ik8g3O4XsxMunz7ifiz5Qxb7CUtTdr0xXe2QgfD/ha0cGi/1qfYXwb9Z5PJVuU9FfUlBnBRLWY8Ami/ZgbC0IgLEVwwh8iFo1WJyhJbV3seb/eXwYmSlS98nHj5pvmaedLM0mFdLCwRDcDGuWgUx3+cpm8GHAQ6enzA03DEW0RZckLUEl7ZbWiCSprJjEPrS55ukrE1hSW81Fuiy2LAu/WjAXUkAuWjD9YFlwgJiiHb51V4IWQw/c5iOXUrEtc3EJ+irFmCcJEbFgSb3mZD1kFiO2pQPrUmZC5kFZ8F9rJEvTttEjlQoytSvaBKx8IS4AVsZMxVLFzF8xtSwtQx4COa66TiJIVLmdnIqRHjS+9mEBPKMls5ZjJyDOaJWtbiWbaMe0Nee/jT342uo+DglY9iPmQY/U5sUMsr4P2lNHJ3Eaixnr8fq3STl5xinWPAB85n4wrrhCYQx8Z0GhZcRlsyX13eJgo0nIGOGnJSHMWAVJa6IVmF04llLTbcCH/Mz6SNCqUq+K0s9ZSExtkD0SpfFwbSgFhsk35++zaCmnVb+L09Yi8vFgCcOELue8KbDYyFfX7MEdbmFNVKeqwCz4iqsY9b5sfZE0EJXLutG63JSPF9JTjW/4h6yAJGrhJELzKQaUkgVC5V5FN4U7hWXhMBiXaG7cGBJunoweWxCHzXkrW7/pqojf9kE80jZVzooEa9Hdy/pAW8eIIOiLalXgNNsd8LhJTMnjaJrL+iXyiWJx7hGc/rQpQMz1JRPWrIMsFB6ynC5Fc6X8HuQItyWUSaCQmZVi6qoyGzHXRSRt/E9JAN6/a01gv2N8OD1qabgsJD+kicpDuhwqqU2V5Q17OMqDGa6nKSOC5s/yzoWkGpIZetbEaXeueVwPkxM4M6KfJUCJzMPZ75uQsFBWRyhDvQPwqgrlTypeEp+RZQQ0aDjqETJofDpONvGNRzQGo9DZTcVbtABkWThQXcSVmlRcofz6uaJKIAOIQnZyynHjG7LvRaSyLeeKMphTU4NzjZqLdmh7jMBr7aUBR641v1Nb2uimClIKtxLJkJsaRWxtWzhnldWn8JCg6VZvyTvAwUDzhn2PeJBP8UQILAMD42vifvuCeZ447wfmccRzV3REF0T7drzhZX9hZfgLCmvU1idoNa4ICs8/rP2jWUxo8YxLpahFO78mUEXPNQ8cxyvxO6RJljldcTffGh9vhQexYx6X0maXkqLOeOSYBwhwhPHKdw+alM885FN2t4aHxlGHVnEEAFG1yQO97Rubtyp4Ka28HiwIzpnFSeusJqipQZvETvQmckoXiwHNSvoqBWnthIg2AGHBJeFXE1z1UQFljGhRmbbtnaQPOO+yhmSROQVoBDJVWt1rRpoIvvRGtmEYo28rv3cRUlZ9KGR5nDN/O7YtD3D4+tHItlf8boppgFmhLmLsSj79MAFlgJrZ5zNkaXXP2CyEy3EuvL6+4fbXK/aX4JmNd8MO7HA/oEt9fB3sfhYIzfN8xTzvhLZvWOuoAOJy/PCyMOE4luFRKF4zbkX0tU4IpVqrs+Jx8THkyvaTGEMxHZjD5x379kME14c1gVFxu/eMDwsKI3S4ufZkaBmjfjFVLzuG5LA8/MmEfm2+K/G/pAZkUShu4Bm+y4kMEdiCWNv2EuAmXUIMBYRoUDrYFJamIOLQ8ZxpquiiAKhgnGgSggn5hTCf612jHx79wWBbxD1Z56CVu9KbWqNoGCZk3Q4VUYe474JgHlhq+LWcB5v7BvntnvuGdOma8COtk5Gcv4dBUXcmaDMmIU7PZjgm0tR1jVqDGpeY+GkM3tcqbInV+2rp+XdShHwhz49OQgrcrDnJGabZAUfcJHmeJ3EUE9v4nNkqs0idzhk3vYW1eiL7maz42ZwT54zWjJvAXh5C5dO2sLlhnlEgVlanlE6JZM03PyNMUruDo4zoUWuyOCODeA9YuEkqDb7gYWwkT4JW23vHx4vCHszxMpnCtEp4dJ6IbiU9SrCmv0yMLr0kAdSJmZIpD3Z/okA1YVYN3jWaNkfpS0FeE/3XcBGQ1pYVAaC1+EtjPPne6mDwu7okN0MX+k6RBIBd/HAFu3p+O83z9rv4fuAfUvDV00FvFOWyxNu6q6DLcurw1Hou9LQuNMsR0fwWHFu6a0iL5fqspgwYkAhtaiWwTYhcHYayVLv5oAY2l8NvcUnTZX76PL//dUSF8fGlSt/AM2zDrgJ3BYT7PO6Y55FCACuKxNac/G/RXRVvxud2m9iH4UyhcD2c2oHrqej/Uvbmuq4epI0lLnhyAeujFoCx4NgSJVwMyc++36D4uKCQpo8J5h882H//vS4pU5pJazVhYfUFGB5KwNv3snAJIrbBxgYnfFiISOczFjWiikTGQN7XoUyEE9ocuegSUBl8a3KqNs2S9t2kA62VDtEehnQD4ruyCqx+fiEg32CGaGtWVyeGexa1DoX+BIusgn6JFkWHUKdEw0WYc276Zwa5VGAnMWkbvx9KwT26ww2UD5xzTwkzKkCafONQi/oSyKNpz6JFCWTph/j57JcNyZUhqxQSslk7TlpGgIbfDessbgTbuVYJjoG5DhzHG47bK477K5HhDizHeZ447gevmHDS3OE7A6Dm2G3iZQPuc8R+G1qMohanS4iTPlqXrgbI9HLbRgiJjMBrDCPQL85D2aIsxGOz5eWW7tx/Oq9/Nz6Mo/gnnHjwqJhLzJRHKv7uPDOJXsPX1oGESxKQ6cCZsQNA6BGlQxVFl6SHHYiisH5A+FpaZAIaDRvAtqWmy6vtzRK8IpPZPZhFjBdxFqeb0Q6mV4GXukZ1LU/CNCulNJ+vxQvMIpWWgTaNQSBPxjYMGJ8b7iQwAEPClVq8kN49AFYH2x9oC7PGw30v2hIELQfC1UiV7lnA19cLsFM0D28hE0NTb+Ol3CBE5qRc0nqO5EBQrawwwNG3PPbGAZVfL6SwMIv0qK+JcwI7hcZcE/O4wc87/IzYw3ncmam64bz9ifO4JQ7H4BHPcFp7PnDe3+BjwhD4FYNuYKNy33pMr0mBi3XLdHn2V+h7xuDktmexoJSaDcPYduwvnwEfvK9IBCOw7P2ex0drPZqAcGm2loqENopblwaBw8aiWYfUsgXkcWoyALyJzGCYIxAk8i0DE1G9EAFDlTBH7GBl0xcn73u6Ijr08v0lih5h5GPsiZqEhMCIxV1dLwAY7PrkKakLG0BIkQfuoUxFzY1PSheEvLDA99fnzYiE7GdFIexsAx9gLTNndSML3vq8YBe21Pu1qdZN1CbUlA0y7o0OMUz7Xge19h1xMRRpY8yWRDdC4VmQjONgChK6FrJZbKhEet1IlpwZqeSM6UjtlAWXKVkS3nxkDGauuAj6E2t0FjzRogG3P7HOCZ8L61Sh2MmOaVVFPZJgDtjCnBH7WOqM5fFzObFXA7IClqrbU3nCXFeeMe7DGAPb+BRnQncCk5abbdh2Nd+JxEK60ijh/N7xQUERZpaYRJMvYIg3xgI/BfKTpysQGrlDOdsw5DVqBgFTyt/WvaL9HZ3to9P3uAgQ4/uTbS6h/PwDImAvmHJpPdRhMwaM0hymcFyId1ujQQpPCq3+tlxyxh7az7JjOddlI668E82Xt3npS/zXsAhutVLt/ByFcS2bc7IriKysiNK8j1sVW26sDfP2+Wb+Einqo1V69Px1c0HD4lKcq0BZOvMmRXO10duH+g87AJA7TzobBa8SUFOZCtHAQ1DM887/jrRSz+NOS2Iyy+6Iln4Ly6Q8icBdE240Xx0wVVN/RUT+v15KIW24RqYq9GtZtXE99Ekbpj8z/vNAi68V5D+PdwkKEfz29saqzTA1Fy9KkXndEZFaaADVHJM+rb4DBCuobZ0o0nXF0iZ60/4eTKW1B5JupYUS81DFqCyL87JB51mxg7BkVhJbzWRcvQrR18QJ8GHZVCT3IFqSxdoipaZGKLExynxUYNQArGEA4p7LfhCiElEFWlGGHhZMS++ihGFMKg3M/Plj3r0IXPuUfvDopo4OaxcypL/jorVzQ7k+mCzHePdmA2tF7cdkS7kur6V1fTlu9xv2fV5iJRJkq0HO5WIJZVh9KTkv4TkIqVc8bJhhjGgqg7eFP/eFL1++RF9T432stz/w+te/cH97xf32BffDcdwO3G+vuN1e8Xa/4T4jsBlIyIlJo27ZgWV3YLvjvt9weMRUnJuSzYKVESIvZj/MQWQtwVJhUYQiiqXcwzr2PWjjjB11oWOGOQZedMRTfgSIb82Jc+oe2QcN8DfD/B2f+u233/DLL79882HP8RzP8f9v/Prrr/j555//8TPvEhRrLfz+++/48ccfP2SuPMdzPMf/3eHu+OOPP/DTTz89YIO+Hu8SFM/xHM/x3z0+kCB5jud4jv/W8RQUz/Ecz/HN8RQUz/Ecz/HN8RQUz/Ecz/HN8RQUz/Ecz/HN8RQUz/Ecz/HN8RQUz/Ecz/HN8W8IoaV7aMwjagAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import json\n",
+    "from PIL import Image\n",
+    "\n",
+    "# Choose an image to pass through the model\n",
+    "test_image = \"dog.png\"\n",
+    "\n",
+    "# Configure matplotlib for pretty inline plots\n",
+    "#%matplotlib inline\n",
+    "#%config InlineBackend.figure_format = 'retina'\n",
+    "\n",
+    "# Prepare the labels\n",
+    "with open(\"imagenet-simple-labels.json\") as f:\n",
+    "    labels = json.load(f)\n",
+    "\n",
+    "# First 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",
+    "    [\n",
+    "        transforms.Resize((224, 224)),\n",
+    "        transforms.ToTensor(),\n",
+    "        transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
+    "    ]\n",
+    ")\n",
+    "# Load the image\n",
+    "\n",
+    "image = Image.open(test_image)\n",
+    "plt.imshow(image), plt.xticks([]), plt.yticks([])\n",
+    "\n",
+    "# Now apply the transformation, expand the batch dimension, and send the image to the GPU\n",
+    "# image = data_transform(image).unsqueeze(0).cuda()\n",
+    "image = data_transform(image).unsqueeze(0)\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.alexnet(pretrained=True)\n",
+    "# Send the model to the GPU\n",
+    "# model.cuda()\n",
+    "# Set layers such as dropout and batchnorm in evaluation mode\n",
+    "model.eval()\n",
+    "\n",
+    "# Get the 1000-dimensional model output\n",
+    "out = model(image)\n",
+    "# Find the predicted class\n",
+    "print(\"Predicted class is: {}\".format(labels[out.argmax()]))\n",
+    "\n",
+    "print_size_of_model(model, label=\"fp32\")\n",
+    "\n",
+    "import torch.quantization\n",
+    "\n",
+    "\n",
+    "quantized_model = torch.quantization.quantize_dynamic(model, dtype=torch.qint8)\n",
+    "\n",
+    "\n",
+    "quantized_model.eval()\n",
+    "\n",
+    "# Get the 1000-dimensional model output\n",
+    "out = quantized_model(image)\n",
+    "# Find the predicted class\n",
+    "print(\"Predicted class of quantized model is: {}\".format(labels[out.argmax()]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "2- VGG 11"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 91,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\AMA\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\torchvision\\models\\_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.\n",
+      "  warnings.warn(\n",
+      "C:\\Users\\AMA\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\torchvision\\models\\_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=VGG11_Weights.IMAGENET1K_V1`. You can also use `weights=VGG11_Weights.DEFAULT` to get the most up-to-date weights.\n",
+      "  warnings.warn(msg)\n",
+      "Downloading: \"https://download.pytorch.org/models/vgg11-8a719046.pth\" to C:\\Users\\AMA/.cache\\torch\\hub\\checkpoints\\vgg11-8a719046.pth\n",
+      "100.0%\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Predicted class is: Golden Retriever\n",
+      "model:  fp32  \t Size (KB): 531459.654\n",
+      "Predicted class of quantized model is: Golden Retriever\n"
+     ]
+    },
+    {
+     "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",
+    "\n",
+    "# Choose an image to pass through the model\n",
+    "test_image = \"dog.png\"\n",
+    "\n",
+    "# Configure matplotlib for pretty inline plots\n",
+    "#%matplotlib inline\n",
+    "#%config InlineBackend.figure_format = 'retina'\n",
+    "\n",
+    "# Prepare the labels\n",
+    "with open(\"imagenet-simple-labels.json\") as f:\n",
+    "    labels = json.load(f)\n",
+    "\n",
+    "# First 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",
+    "    [\n",
+    "        transforms.Resize((224, 224)),\n",
+    "        transforms.ToTensor(),\n",
+    "        transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
+    "    ]\n",
+    ")\n",
+    "# Load the image\n",
+    "\n",
+    "image = Image.open(test_image)\n",
+    "plt.imshow(image), plt.xticks([]), plt.yticks([])\n",
+    "\n",
+    "# Now apply the transformation, expand the batch dimension, and send the image to the GPU\n",
+    "# image = data_transform(image).unsqueeze(0).cuda()\n",
+    "image = data_transform(image).unsqueeze(0)\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.vgg11(pretrained=True)\n",
+    "# Send the model to the GPU\n",
+    "# model.cuda()\n",
+    "# Set layers such as dropout and batchnorm in evaluation mode\n",
+    "model.eval()\n",
+    "\n",
+    "# Get the 1000-dimensional model output\n",
+    "out = model(image)\n",
+    "# Find the predicted class\n",
+    "print(\"Predicted class is: {}\".format(labels[out.argmax()]))\n",
+    "\n",
+    "print_size_of_model(model, label=\"fp32\")\n",
+    "\n",
+    "import torch.quantization\n",
+    "\n",
+    "\n",
+    "quantized_model = torch.quantization.quantize_dynamic(model, dtype=torch.qint8)\n",
+    "\n",
+    "\n",
+    "quantized_model.eval()\n",
+    "\n",
+    "# Get the 1000-dimensional model output\n",
+    "out = quantized_model(image)\n",
+    "# Find the predicted class\n",
+    "print(\"Predicted class of quantized model is: {}\".format(labels[out.argmax()]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "3- GoogleNet : "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 92,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\AMA\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\torchvision\\models\\_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=GoogLeNet_Weights.IMAGENET1K_V1`. You can also use `weights=GoogLeNet_Weights.DEFAULT` to get the most up-to-date weights.\n",
+      "  warnings.warn(msg)\n",
+      "Downloading: \"https://download.pytorch.org/models/googlenet-1378be20.pth\" to C:\\Users\\AMA/.cache\\torch\\hub\\checkpoints\\googlenet-1378be20.pth\n",
+      "100.0%\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Predicted class is: Golden Retriever\n",
+      "model:  fp32  \t Size (KB): 26654.254\n",
+      "Predicted class of quantized model is: Golden Retriever\n"
+     ]
+    },
+    {
+     "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",
+    "\n",
+    "# Choose an image to pass through the model\n",
+    "test_image = \"dog.png\"\n",
+    "\n",
+    "# Configure matplotlib for pretty inline plots\n",
+    "#%matplotlib inline\n",
+    "#%config InlineBackend.figure_format = 'retina'\n",
+    "\n",
+    "# Prepare the labels\n",
+    "with open(\"imagenet-simple-labels.json\") as f:\n",
+    "    labels = json.load(f)\n",
+    "\n",
+    "# First 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",
+    "    [\n",
+    "        transforms.Resize((224, 224)),\n",
+    "        transforms.ToTensor(),\n",
+    "        transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
+    "    ]\n",
+    ")\n",
+    "# Load the image\n",
+    "\n",
+    "image = Image.open(test_image)\n",
+    "plt.imshow(image), plt.xticks([]), plt.yticks([])\n",
+    "\n",
+    "# Now apply the transformation, expand the batch dimension, and send the image to the GPU\n",
+    "# image = data_transform(image).unsqueeze(0).cuda()\n",
+    "image = data_transform(image).unsqueeze(0)\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.googlenet(pretrained=True)\n",
+    "# Send the model to the GPU\n",
+    "# model.cuda()\n",
+    "# Set layers such as dropout and batchnorm in evaluation mode\n",
+    "model.eval()\n",
+    "\n",
+    "# Get the 1000-dimensional model output\n",
+    "out = model(image)\n",
+    "# Find the predicted class\n",
+    "print(\"Predicted class is: {}\".format(labels[out.argmax()]))\n",
+    "\n",
+    "print_size_of_model(model, label=\"fp32\")\n",
+    "\n",
+    "import torch.quantization\n",
+    "\n",
+    "\n",
+    "quantized_model = torch.quantization.quantize_dynamic(model, dtype=torch.qint8)\n",
+    "\n",
+    "\n",
+    "quantized_model.eval()\n",
+    "\n",
+    "# Get the 1000-dimensional model output\n",
+    "out = quantized_model(image)\n",
+    "# Find the predicted class\n",
+    "print(\"Predicted class of quantized model is: {}\".format(labels[out.argmax()]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Answer : The result with other pretrained models are identical : the initial model and quantized model have same predictions.\n",
+    "\n",
+    "---\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5d57da4b",
+   "metadata": {},
+   "source": [
+    "## Exercise 4: Transfer Learning\n",
     "    \n",
     "    \n",
     "For this work, we will use a pre-trained model (ResNet18) as a descriptor extractor and will refine the classification by training only the last fully connected layer of the network. Thus, the output layer of the pre-trained network will be replaced by a layer adapted to the new classes to be recognized which will be in our case ants and bees.\n",
@@ -604,10 +1852,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 93,
    "id": "be2d31f5",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "import os\n",
     "\n",
@@ -652,52 +1911,318 @@
     "    x: torch.utils.data.DataLoader(\n",
     "        image_datasets[x], batch_size=4, shuffle=True, num_workers=0\n",
     "    )\n",
-    "    for x in [\"train\", \"val\"]\n",
-    "}\n",
-    "dataset_sizes = {x: len(image_datasets[x]) for x in [\"train\", \"val\"]}\n",
-    "class_names = image_datasets[\"train\"].classes\n",
-    "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
+    "    for x in [\"train\", \"val\"]\n",
+    "}\n",
+    "dataset_sizes = {x: len(image_datasets[x]) for x in [\"train\", \"val\"]}\n",
+    "class_names = image_datasets[\"train\"].classes\n",
+    "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
+    "\n",
+    "# Helper function for displaying images\n",
+    "def imshow(inp, title=None):\n",
+    "    \"\"\"Imshow for Tensor.\"\"\"\n",
+    "    inp = inp.numpy().transpose((1, 2, 0))\n",
+    "    mean = np.array([0.485, 0.456, 0.406])\n",
+    "    std = np.array([0.229, 0.224, 0.225])\n",
+    "\n",
+    "    # Un-normalize the images\n",
+    "    inp = std * inp + mean\n",
+    "    # Clip just in case\n",
+    "    inp = np.clip(inp, 0, 1)\n",
+    "    plt.imshow(inp)\n",
+    "    if title is not None:\n",
+    "        plt.title(title)\n",
+    "    plt.pause(0.001)  # pause a bit so that plots are updated\n",
+    "    plt.show()\n",
+    "\n",
+    "\n",
+    "# Get a batch of training data\n",
+    "inputs, classes = next(iter(dataloaders[\"train\"]))\n",
+    "\n",
+    "# Make a grid from batch\n",
+    "out = torchvision.utils.make_grid(inputs)\n",
+    "\n",
+    "imshow(out, title=[class_names[x] for x in classes])\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bbd48800",
+   "metadata": {},
+   "source": [
+    "Now, execute the following code which uses a pre-trained model ResNet18 having replaced the output layer for the ants/bees classification and performs the model training by only changing the weights of this output layer."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 126,
+   "id": "572d824c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Epoch 1/10\n",
+      "----------\n",
+      "train Loss: 0.7206 Acc: 0.5656\n",
+      "val Loss: 0.2440 Acc: 0.9412\n",
+      "\n",
+      "Epoch 2/10\n",
+      "----------\n",
+      "train Loss: 0.4419 Acc: 0.7828\n",
+      "val Loss: 0.3142 Acc: 0.8431\n",
+      "\n",
+      "Epoch 3/10\n",
+      "----------\n",
+      "train Loss: 0.5591 Acc: 0.7459\n",
+      "val Loss: 0.4242 Acc: 0.8039\n",
+      "\n",
+      "Epoch 4/10\n",
+      "----------\n",
+      "train Loss: 0.5044 Acc: 0.7869\n",
+      "val Loss: 0.2207 Acc: 0.9281\n",
+      "\n",
+      "Epoch 5/10\n",
+      "----------\n",
+      "train Loss: 0.3916 Acc: 0.8197\n",
+      "val Loss: 0.2011 Acc: 0.9281\n",
+      "\n",
+      "Epoch 6/10\n",
+      "----------\n",
+      "train Loss: 0.3844 Acc: 0.8279\n",
+      "val Loss: 0.1623 Acc: 0.9608\n",
+      "\n",
+      "Epoch 7/10\n",
+      "----------\n",
+      "train Loss: 0.3491 Acc: 0.8525\n",
+      "val Loss: 0.1788 Acc: 0.9477\n",
+      "\n",
+      "Epoch 8/10\n",
+      "----------\n",
+      "train Loss: 0.4446 Acc: 0.7746\n",
+      "val Loss: 0.1637 Acc: 0.9477\n",
+      "\n",
+      "Epoch 9/10\n",
+      "----------\n",
+      "train Loss: 0.3008 Acc: 0.8648\n",
+      "val Loss: 0.1823 Acc: 0.9346\n",
+      "\n",
+      "Epoch 10/10\n",
+      "----------\n",
+      "train Loss: 0.3577 Acc: 0.8525\n",
+      "val Loss: 0.2288 Acc: 0.9216\n",
+      "\n",
+      "Training complete in 8m 12s\n",
+      "Best val Acc: 0.960784\n"
+     ]
+    }
+   ],
+   "source": [
+    "import copy\n",
+    "import os\n",
+    "import time\n",
+    "\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import torch\n",
+    "import torch.nn as nn\n",
+    "import torch.optim as optim\n",
+    "import torchvision\n",
+    "from torch.optim import lr_scheduler\n",
+    "from torchvision import datasets, transforms\n",
+    "\n",
+    "# Data augmentation and normalization for training\n",
+    "# Just normalization for validation\n",
+    "data_transforms = {\n",
+    "    \"train\": transforms.Compose(\n",
+    "        [\n",
+    "            transforms.RandomResizedCrop(\n",
+    "                224\n",
+    "            ),  # ImageNet models were trained on 224x224 images\n",
+    "            transforms.RandomHorizontalFlip(),  # flip horizontally 50% of the time - increases train set variability\n",
+    "            transforms.ToTensor(),  # convert it to a PyTorch tensor\n",
+    "            transforms.Normalize(\n",
+    "                [0.485, 0.456, 0.406], [0.229, 0.224, 0.225]\n",
+    "            ),  # ImageNet models expect this norm\n",
+    "        ]\n",
+    "    ),\n",
+    "    \"val\": transforms.Compose(\n",
+    "        [\n",
+    "            transforms.Resize(256),\n",
+    "            transforms.CenterCrop(224),\n",
+    "            transforms.ToTensor(),\n",
+    "            transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
+    "        ]\n",
+    "    ),\n",
+    "}\n",
+    "\n",
+    "data_dir = \"hymenoptera_data\"\n",
+    "# Create train and validation datasets and loaders\n",
+    "image_datasets = {\n",
+    "    x: datasets.ImageFolder(os.path.join(data_dir, x), data_transforms[x])\n",
+    "    for x in [\"train\", \"val\"]\n",
+    "}\n",
+    "dataloaders = {\n",
+    "    x: torch.utils.data.DataLoader(\n",
+    "        image_datasets[x], batch_size=4, shuffle=True, num_workers=4\n",
+    "    )\n",
+    "    for x in [\"train\", \"val\"]\n",
+    "}\n",
+    "dataset_sizes = {x: len(image_datasets[x]) for x in [\"train\", \"val\"]}\n",
+    "class_names = image_datasets[\"train\"].classes\n",
+    "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
+    "\n",
+    "# Helper function for displaying images\n",
+    "def imshow(inp, title=None):\n",
+    "    \"\"\"Imshow for Tensor.\"\"\"\n",
+    "    inp = inp.numpy().transpose((1, 2, 0))\n",
+    "    mean = np.array([0.485, 0.456, 0.406])\n",
+    "    std = np.array([0.229, 0.224, 0.225])\n",
+    "\n",
+    "    # Un-normalize the images\n",
+    "    inp = std * inp + mean\n",
+    "    # Clip just in case\n",
+    "    inp = np.clip(inp, 0, 1)\n",
+    "    plt.imshow(inp)\n",
+    "    if title is not None:\n",
+    "        plt.title(title)\n",
+    "    plt.pause(0.001)  # pause a bit so that plots are updated\n",
+    "    plt.show()\n",
+    "\n",
+    "\n",
+    "# Get a batch of training data\n",
+    "# inputs, classes = next(iter(dataloaders['train']))\n",
+    "\n",
+    "# Make a grid from batch\n",
+    "# out = torchvision.utils.make_grid(inputs)\n",
+    "\n",
+    "# imshow(out, title=[class_names[x] for x in classes])\n",
+    "# training\n",
+    "\n",
+    "\n",
+    "def train_model(model, criterion, optimizer, scheduler, num_epochs=25):\n",
+    "    since = time.time()\n",
+    "\n",
+    "    best_model_wts = copy.deepcopy(model.state_dict())\n",
+    "    best_acc = 0.0\n",
+    "\n",
+    "    epoch_time = []  # we'll keep track of the time needed for each epoch\n",
+    "\n",
+    "    for epoch in range(num_epochs):\n",
+    "        epoch_start = time.time()\n",
+    "        print(\"Epoch {}/{}\".format(epoch + 1, num_epochs))\n",
+    "        print(\"-\" * 10)\n",
+    "\n",
+    "        # Each epoch has a training and validation phase\n",
+    "        for phase in [\"train\", \"val\"]:\n",
+    "            if phase == \"train\":\n",
+    "                scheduler.step()\n",
+    "                model.train()  # Set model to training mode\n",
+    "            else:\n",
+    "                model.eval()  # Set model to evaluate mode\n",
+    "\n",
+    "            running_loss = 0.0\n",
+    "            running_corrects = 0\n",
+    "\n",
+    "            # Iterate over data.\n",
+    "            for inputs, labels in dataloaders[phase]:\n",
+    "                inputs = inputs.to(device)\n",
+    "                labels = labels.to(device)\n",
+    "\n",
+    "                # zero the parameter gradients\n",
+    "                optimizer.zero_grad()\n",
+    "\n",
+    "                # Forward\n",
+    "                # Track history if only in training phase\n",
+    "                with torch.set_grad_enabled(phase == \"train\"):\n",
+    "                    outputs = model(inputs)\n",
+    "                    _, preds = torch.max(outputs, 1)\n",
+    "                    loss = criterion(outputs, labels)\n",
+    "\n",
+    "                    # backward + optimize only if in training phase\n",
+    "                    if phase == \"train\":\n",
+    "                        loss.backward()\n",
+    "                        optimizer.step()\n",
+    "\n",
+    "                # Statistics\n",
+    "                running_loss += loss.item() * inputs.size(0)\n",
+    "                running_corrects += torch.sum(preds == labels.data)\n",
+    "\n",
+    "            epoch_loss = running_loss / dataset_sizes[phase]\n",
+    "            epoch_acc = running_corrects.double() / dataset_sizes[phase]\n",
+    "\n",
+    "            print(\"{} Loss: {:.4f} Acc: {:.4f}\".format(phase, epoch_loss, epoch_acc))\n",
+    "\n",
+    "            # Deep copy the model\n",
+    "            if phase == \"val\" and epoch_acc > best_acc:\n",
+    "                best_acc = epoch_acc\n",
+    "                best_model_wts = copy.deepcopy(model.state_dict())\n",
+    "\n",
+    "        # Add the epoch time\n",
+    "        t_epoch = time.time() - epoch_start\n",
+    "        epoch_time.append(t_epoch)\n",
+    "        print()\n",
+    "\n",
+    "    time_elapsed = time.time() - since\n",
+    "    print(\n",
+    "        \"Training complete in {:.0f}m {:.0f}s\".format(\n",
+    "            time_elapsed // 60, time_elapsed % 60\n",
+    "        )\n",
+    "    )\n",
+    "    print(\"Best val Acc: {:4f}\".format(best_acc))\n",
     "\n",
-    "# Helper function for displaying images\n",
-    "def imshow(inp, title=None):\n",
-    "    \"\"\"Imshow for Tensor.\"\"\"\n",
-    "    inp = inp.numpy().transpose((1, 2, 0))\n",
-    "    mean = np.array([0.485, 0.456, 0.406])\n",
-    "    std = np.array([0.229, 0.224, 0.225])\n",
+    "    # Load best model weights\n",
+    "    model.load_state_dict(best_model_wts)\n",
+    "    return model, epoch_time\n",
     "\n",
-    "    # Un-normalize the images\n",
-    "    inp = std * inp + mean\n",
-    "    # Clip just in case\n",
-    "    inp = np.clip(inp, 0, 1)\n",
-    "    plt.imshow(inp)\n",
-    "    if title is not None:\n",
-    "        plt.title(title)\n",
-    "    plt.pause(0.001)  # pause a bit so that plots are updated\n",
-    "    plt.show()\n",
     "\n",
+    "# Download a pre-trained ResNet18 model and freeze its weights\n",
+    "model = torchvision.models.resnet18(pretrained=True)\n",
+    "for param in model.parameters():\n",
+    "    param.requires_grad = False\n",
     "\n",
-    "# Get a batch of training data\n",
-    "inputs, classes = next(iter(dataloaders[\"train\"]))\n",
+    "# Replace the final fully connected layer\n",
+    "# Parameters of newly constructed modules have requires_grad=True by default\n",
+    "num_ftrs = model.fc.in_features\n",
+    "model.fc = nn.Linear(num_ftrs, 2)\n",
+    "# Send the model to the GPU\n",
+    "model = model.to(device)\n",
+    "# Set the loss function\n",
+    "criterion = nn.CrossEntropyLoss()\n",
     "\n",
-    "# Make a grid from batch\n",
-    "out = torchvision.utils.make_grid(inputs)\n",
+    "# Observe that only the parameters of the final layer are being optimized\n",
+    "optimizer_conv = optim.SGD(model.fc.parameters(), lr=0.001, momentum=0.9)\n",
+    "exp_lr_scheduler = lr_scheduler.StepLR(optimizer_conv, step_size=7, gamma=0.1)\n",
+    "model, epoch_time = train_model(\n",
+    "    model, criterion, optimizer_conv, exp_lr_scheduler, num_epochs=10\n",
+    ")\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "64eac826",
+   "metadata": {},
+   "source": [
+    "Experiments:\n",
+    "Study the code and the results obtained.\n",
     "\n",
-    "imshow(out, title=[class_names[x] for x in classes])\n",
-    "\n"
+    "---\n",
+    "\n",
+    "Modify the code and add an \"eval_model\" function to allow\n",
+    "the evaluation of the model on a test set (different from the learning and validation sets used during the learning phase). Study the results obtained.\n"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "bbd48800",
    "metadata": {},
    "source": [
-    "Now, execute the following code which uses a pre-trained model ResNet18 having replaced the output layer for the ants/bees classification and performs the model training by only changing the weights of this output layer."
+    "For this part, I put in a new file called \"test\", some pictures of ants and bees to test the model."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "572d824c",
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -714,8 +2239,6 @@
     "from torch.optim import lr_scheduler\n",
     "from torchvision import datasets, transforms\n",
     "\n",
-    "# Data augmentation and normalization for training\n",
-    "# Just normalization for validation\n",
     "data_transforms = {\n",
     "    \"train\": transforms.Compose(\n",
     "        [\n",
@@ -737,19 +2260,28 @@
     "            transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
     "        ]\n",
     "    ),\n",
+    "    \"test\": transforms.Compose(\n",
+    "        [\n",
+    "            transforms.Resize(256),\n",
+    "            transforms.CenterCrop(224),\n",
+    "            transforms.ToTensor(),\n",
+    "            transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
+    "        ]\n",
+    "    ),\n",
     "}\n",
     "\n",
     "data_dir = \"hymenoptera_data\"\n",
-    "# Create train and validation datasets and loaders\n",
+    "batch_size = 4\n",
+    "# Create train and validation datasets and loaders, and the test set\n",
     "image_datasets = {\n",
     "    x: datasets.ImageFolder(os.path.join(data_dir, x), data_transforms[x])\n",
-    "    for x in [\"train\", \"val\"]\n",
+    "    for x in [\"train\", \"val\", \"test\"]\n",
     "}\n",
     "dataloaders = {\n",
     "    x: torch.utils.data.DataLoader(\n",
     "        image_datasets[x], batch_size=4, shuffle=True, num_workers=4\n",
     "    )\n",
-    "    for x in [\"train\", \"val\"]\n",
+    "    for x in [\"train\", \"val\", \"test\"]\n",
     "}\n",
     "dataset_sizes = {x: len(image_datasets[x]) for x in [\"train\", \"val\"]}\n",
     "class_names = image_datasets[\"train\"].classes\n",
@@ -773,6 +2305,7 @@
     "    plt.show()\n",
     "\n",
     "\n",
+    "\n",
     "# Get a batch of training data\n",
     "# inputs, classes = next(iter(dataloaders['train']))\n",
     "\n",
@@ -858,7 +2391,88 @@
     "    model.load_state_dict(best_model_wts)\n",
     "    return model, epoch_time\n",
     "\n",
-    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Epoch 1/10\n",
+      "----------\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\AMA\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\torch\\optim\\lr_scheduler.py:136: UserWarning: Detected call of `lr_scheduler.step()` before `optimizer.step()`. In PyTorch 1.1.0 and later, you should call them in the opposite order: `optimizer.step()` before `lr_scheduler.step()`.  Failure to do this will result in PyTorch skipping the first value of the learning rate schedule. See more details at https://pytorch.org/docs/stable/optim.html#how-to-adjust-learning-rate\n",
+      "  warnings.warn(\"Detected call of `lr_scheduler.step()` before `optimizer.step()`. \"\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "train Loss: 0.7669 Acc: 0.6148\n",
+      "val Loss: 0.2709 Acc: 0.8824\n",
+      "\n",
+      "Epoch 2/10\n",
+      "----------\n",
+      "train Loss: 0.3905 Acc: 0.8361\n",
+      "val Loss: 0.1632 Acc: 0.9477\n",
+      "\n",
+      "Epoch 3/10\n",
+      "----------\n",
+      "train Loss: 0.4846 Acc: 0.7828\n",
+      "val Loss: 0.1713 Acc: 0.9477\n",
+      "\n",
+      "Epoch 4/10\n",
+      "----------\n",
+      "train Loss: 0.4112 Acc: 0.8361\n",
+      "val Loss: 0.1437 Acc: 0.9673\n",
+      "\n",
+      "Epoch 5/10\n",
+      "----------\n",
+      "train Loss: 0.4567 Acc: 0.7828\n",
+      "val Loss: 0.2414 Acc: 0.9150\n",
+      "\n",
+      "Epoch 6/10\n",
+      "----------\n",
+      "train Loss: 0.6763 Acc: 0.7418\n",
+      "val Loss: 0.3292 Acc: 0.8758\n",
+      "\n",
+      "Epoch 7/10\n",
+      "----------\n",
+      "train Loss: 0.4657 Acc: 0.8033\n",
+      "val Loss: 0.1694 Acc: 0.9608\n",
+      "\n",
+      "Epoch 8/10\n",
+      "----------\n",
+      "train Loss: 0.5312 Acc: 0.7664\n",
+      "val Loss: 0.1846 Acc: 0.9477\n",
+      "\n",
+      "Epoch 9/10\n",
+      "----------\n",
+      "train Loss: 0.3934 Acc: 0.8320\n",
+      "val Loss: 0.1613 Acc: 0.9608\n",
+      "\n",
+      "Epoch 10/10\n",
+      "----------\n",
+      "train Loss: 0.4383 Acc: 0.8074\n",
+      "val Loss: 0.1641 Acc: 0.9477\n",
+      "\n",
+      "Training complete in 6m 38s\n",
+      "Best val Acc: 0.967320\n"
+     ]
+    }
+   ],
+   "source": [
     "# Download a pre-trained ResNet18 model and freeze its weights\n",
     "model = torchvision.models.resnet18(pretrained=True)\n",
     "for param in model.parameters():\n",
@@ -876,25 +2490,326 @@
     "# Observe that only the parameters of the final layer are being optimized\n",
     "optimizer_conv = optim.SGD(model.fc.parameters(), lr=0.001, momentum=0.9)\n",
     "exp_lr_scheduler = lr_scheduler.StepLR(optimizer_conv, step_size=7, gamma=0.1)\n",
-    "model, epoch_time = train_model(\n",
-    "    model, criterion, optimizer_conv, exp_lr_scheduler, num_epochs=10\n",
-    ")\n"
+    "model, epoch_time = train_model(model, criterion, optimizer_conv, exp_lr_scheduler, num_epochs=10)\n"
    ]
   },
   {
-   "cell_type": "markdown",
-   "id": "bbd48800",
+   "cell_type": "code",
+   "execution_count": 10,
    "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Test Accuracy of  ants: 100% ( 8/ 8)\n",
+      "Test Accuracy of  bees: 100% ( 8/ 8)\n",
+      "\n",
+      "Test Accuracy (Overall): 100% (16/16)\n"
+     ]
+    }
+   ],
    "source": [
-    "Experiments:\n",
-    "Study the code and the results obtained.\n",
+    "def eval_model(model):\n",
+    "    #same methods than part 1\n",
+    "    class_correct = list(0.0 for i in range(2))\n",
+    "    class_total = list(0.0 for i in range(2))\n",
+    "    model.eval()\n",
+    "    for inputs, labels in dataloaders['test']:\n",
+    "        inputs = inputs.to(device)\n",
+    "        labels = labels.to(device)\n",
+    "        # update test loss\n",
+    "        outputs = model(inputs)\n",
+    "        # convert output probabilities to predicted class\n",
+    "        _, preds = torch.max(outputs, 1)\n",
+    "        #compare predictions to true label            \n",
+    "        correct_tensor = preds.eq(labels.data.view_as(preds))\n",
+    "        correct = (\n",
+    "            np.squeeze(correct_tensor.numpy())\n",
+    "            if not train_on_gpu\n",
+    "            else np.squeeze(correct_tensor.cpu().numpy())\n",
+    "            )\n",
+    "            # calculate test accuracy for each object class\n",
+    "        for i in range(4):\n",
+    "            label = labels.data[i]\n",
+    "            class_correct[label] += correct[i].item()\n",
+    "            class_total[label] += 1\n",
+    " \n",
+    "\n",
+    "    for i in range(2):\n",
+    "        if class_total[i] > 0:\n",
+    "            print(\n",
+    "                \"Test Accuracy of %5s: %2d%% (%2d/%2d)\"\n",
+    "                % (\n",
+    "                    class_names[i],\n",
+    "                    100 * class_correct[i] / class_total[i],\n",
+    "                    np.sum(class_correct[i]),\n",
+    "                    np.sum(class_total[i]),\n",
+    "                )\n",
+    "            )\n",
+    "        else:\n",
+    "            print(\"Test Accuracy of %5s: N/A (no training examples)\" % (class_names[i]))\n",
     "\n",
-    "Modify the code and add an \"eval_model\" function to allow\n",
-    "the evaluation of the model on a test set (different from the learning and validation sets used during the learning phase). Study the results obtained.\n",
+    "    print(\n",
+    "        \"\\nTest Accuracy (Overall): %2d%% (%2d/%2d)\"\n",
+    "        % (\n",
+    "            100.0 * np.sum(class_correct) / np.sum(class_total),\n",
+    "            np.sum(class_correct),\n",
+    "            np.sum(class_total),\n",
+    "        )\n",
+    "    )\n",
+    "    \n",
     "\n",
+    "# Evaluate the model\n",
+    "eval_model(model)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "La précision est de 100% sur cette base d'images. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
     "Now modify the code to replace the current classification layer with a set of two layers using a \"relu\" activation function for the middle layer, and the \"dropout\" mechanism for both layers. Renew the experiments and study the results obtained.\n",
     "\n",
-    "Apply ther quantization (post and quantization aware) and evaluate impact on model size and accuracy."
+    "Apply the quantization (post and quantization aware) and evaluate impact on model size and accuracy."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Epoch 1/10\n",
+      "----------\n",
+      "train Loss: 0.6751 Acc: 0.5779\n",
+      "val Loss: 0.4394 Acc: 0.8301\n",
+      "\n",
+      "Epoch 2/10\n",
+      "----------\n",
+      "train Loss: 0.6488 Acc: 0.6598\n",
+      "val Loss: 0.3239 Acc: 0.9477\n",
+      "\n",
+      "Epoch 3/10\n",
+      "----------\n",
+      "train Loss: 0.6422 Acc: 0.6598\n",
+      "val Loss: 0.2984 Acc: 0.9542\n",
+      "\n",
+      "Epoch 4/10\n",
+      "----------\n",
+      "train Loss: 0.5530 Acc: 0.6926\n",
+      "val Loss: 0.2726 Acc: 0.9412\n",
+      "\n",
+      "Epoch 5/10\n",
+      "----------\n",
+      "train Loss: 0.4740 Acc: 0.7910\n",
+      "val Loss: 0.2361 Acc: 0.9281\n",
+      "\n",
+      "Epoch 6/10\n",
+      "----------\n",
+      "train Loss: 0.4873 Acc: 0.7869\n",
+      "val Loss: 0.2094 Acc: 0.9412\n",
+      "\n",
+      "Epoch 7/10\n",
+      "----------\n",
+      "train Loss: 0.4574 Acc: 0.7869\n",
+      "val Loss: 0.1968 Acc: 0.9346\n",
+      "\n",
+      "Epoch 8/10\n",
+      "----------\n",
+      "train Loss: 0.5356 Acc: 0.7500\n",
+      "val Loss: 0.1935 Acc: 0.9346\n",
+      "\n",
+      "Epoch 9/10\n",
+      "----------\n",
+      "train Loss: 0.4188 Acc: 0.8033\n",
+      "val Loss: 0.2148 Acc: 0.9477\n",
+      "\n",
+      "Epoch 10/10\n",
+      "----------\n",
+      "train Loss: 0.4497 Acc: 0.7869\n",
+      "val Loss: 0.1976 Acc: 0.9412\n",
+      "\n",
+      "Training complete in 6m 36s\n",
+      "Best val Acc: 0.954248\n",
+      "Test Accuracy of  ants: 100% ( 8/ 8)\n",
+      "Test Accuracy of  bees: 100% ( 8/ 8)\n",
+      "\n",
+      "Test Accuracy (Overall): 100% (16/16)\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "import copy\n",
+    "import os\n",
+    "import time\n",
+    "\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import torch\n",
+    "import torch.nn as nn\n",
+    "import torch.optim as optim\n",
+    "import torchvision\n",
+    "from torch.optim import lr_scheduler\n",
+    "from torchvision import datasets, transforms\n",
+    "\n",
+    "data_transforms = {\n",
+    "    \"train\": transforms.Compose(\n",
+    "        [\n",
+    "            transforms.RandomResizedCrop(\n",
+    "                224\n",
+    "            ),  # ImageNet models were trained on 224x224 images\n",
+    "            transforms.RandomHorizontalFlip(),  # flip horizontally 50% of the time - increases train set variability\n",
+    "            transforms.ToTensor(),  # convert it to a PyTorch tensor\n",
+    "            transforms.Normalize(\n",
+    "                [0.485, 0.456, 0.406], [0.229, 0.224, 0.225]\n",
+    "            ),  # ImageNet models expect this norm\n",
+    "        ]\n",
+    "    ),\n",
+    "    \"val\": transforms.Compose(\n",
+    "        [\n",
+    "            transforms.Resize(256),\n",
+    "            transforms.CenterCrop(224),\n",
+    "            transforms.ToTensor(),\n",
+    "            transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
+    "        ]\n",
+    "    ),\n",
+    "    \"test\": transforms.Compose(\n",
+    "        [\n",
+    "            transforms.Resize(256),\n",
+    "            transforms.CenterCrop(224),\n",
+    "            transforms.ToTensor(),\n",
+    "            transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
+    "        ]\n",
+    "    ),\n",
+    "}\n",
+    "\n",
+    "data_dir = \"hymenoptera_data\"\n",
+    "batch_size = 4\n",
+    "# Create train and validation datasets and loaders, and the test set\n",
+    "image_datasets = {\n",
+    "    x: datasets.ImageFolder(os.path.join(data_dir, x), data_transforms[x])\n",
+    "    for x in [\"train\", \"val\", \"test\"]\n",
+    "}\n",
+    "dataloaders = {\n",
+    "    x: torch.utils.data.DataLoader(\n",
+    "        image_datasets[x], batch_size=4, shuffle=True, num_workers=4\n",
+    "    )\n",
+    "    for x in [\"train\", \"val\", \"test\"]\n",
+    "}\n",
+    "dataset_sizes = {x: len(image_datasets[x]) for x in [\"train\", \"val\"]}\n",
+    "class_names = image_datasets[\"train\"].classes\n",
+    "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
+    "\n",
+    "# Helper function for displaying images\n",
+    "def imshow(inp, title=None):\n",
+    "    \"\"\"Imshow for Tensor.\"\"\"\n",
+    "    inp = inp.numpy().transpose((1, 2, 0))\n",
+    "    mean = np.array([0.485, 0.456, 0.406])\n",
+    "    std = np.array([0.229, 0.224, 0.225])\n",
+    "\n",
+    "    # Un-normalize the images\n",
+    "    inp = std * inp + mean\n",
+    "    # Clip just in case\n",
+    "    inp = np.clip(inp, 0, 1)\n",
+    "    plt.imshow(inp)\n",
+    "    if title is not None:\n",
+    "        plt.title(title)\n",
+    "    plt.pause(0.001)  # pause a bit so that plots are updated\n",
+    "    plt.show()\n",
+    "\n",
+    "\n",
+    "# Download a pre-trained ResNet18 model and freeze its weights\n",
+    "model = torchvision.models.resnet18(pretrained=True)\n",
+    "for param in model.parameters():\n",
+    "    param.requires_grad = False\n",
+    "\n",
+    "# Replace the final fully connected layer\n",
+    "# Parameters of newly constructed modules have requires_grad=True by default\n",
+    "num_ftrs = model.fc.in_features\n",
+    "model.fc = nn.Sequential(nn.Dropout(),\n",
+    "                         nn.Linear(num_ftrs, 256),\n",
+    "                         nn.ReLU(),\n",
+    "                         nn.Dropout(),\n",
+    "                         nn.Linear(256,2))\n",
+    "\n",
+    "# Send the model to the GPU\n",
+    "model = model.to(device)\n",
+    "# Set the loss function\n",
+    "criterion = nn.CrossEntropyLoss()\n",
+    "\n",
+    "# Observe that only the parameters of the final layer are being optimized\n",
+    "optimizer_conv = optim.SGD(model.fc.parameters(), lr=0.001, momentum=0.9)\n",
+    "exp_lr_scheduler = lr_scheduler.StepLR(optimizer_conv, step_size=7, gamma=0.1)\n",
+    "model, epoch_time = train_model(model, criterion, optimizer_conv, exp_lr_scheduler, num_epochs=10)\n",
+    "\n",
+    "\n",
+    "eval_model(model)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The best accuracy and the accuracy on the test set with this new model are better than with the last layers.\n",
+    "\n",
+    "Quantization"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "model:  fp32  \t Size (KB): 45304.25\n",
+      "model:  int8  \t Size (KB): 44911.014\n",
+      "Test Accuracy of  ants: 100% ( 8/ 8)\n",
+      "Test Accuracy of  bees: 100% ( 8/ 8)\n",
+      "\n",
+      "Test Accuracy (Overall): 100% (16/16)\n"
+     ]
+    }
+   ],
+   "source": [
+    "import torch.quantization\n",
+    "\n",
+    "import os\n",
+    "\n",
+    "\n",
+    "def print_size_of_model(model, label=\"\"):\n",
+    "    torch.save(model.state_dict(), \"temp.p\")\n",
+    "    size = os.path.getsize(\"temp.p\")\n",
+    "    print(\"model: \", label, \" \\t\", \"Size (KB):\", size / 1e3)\n",
+    "    os.remove(\"temp.p\")\n",
+    "    return size\n",
+    "\n",
+    "\n",
+    "print_size_of_model(model, \"fp32\")\n",
+    "\n",
+    "quantized_model = torch.quantization.quantize_dynamic(model, dtype=torch.qint8)\n",
+    "print_size_of_model(quantized_model, \"int8\")\n",
+    "eval_model(quantized_model)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The accuracy of quantized model is identical (100%)."
    ]
   },
   {
@@ -926,7 +2841,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3.8.5 ('base')",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -940,7 +2855,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.5"
+   "version": "3.11.6"
   },
   "vscode": {
    "interpreter": {
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