{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"tags": []
},
"source": [
"# Network Interpretability of Lung X-rays\n",
"\n",
"In this tutorial, we demonstrate visualizing network interpretability through a classification task. We will make use of [MONAI](https://monai.io/), a PyTorch-based deep learning framework for medical imaging. Specifically, we'll adapt of one of the existing [tutorials](https://github.com/Project-MONAI/tutorials) and show how the [xaitk-saliency](https://github.com/XAITK/xaitk-saliency) package can complement the current interpretability functionality in `MONAI`.\n",
"\n",
"The data are a set of X-rays collated from a variety of sources. The labels used are:\n",
"- normal (the absence of the following classes)\n",
"- pneumonia\n",
"- covid\n",
"\n",
"Using the `MONAI` package, we will demo the use of GradCam and occlusion sensitivity to interpret the trained network's classification choices. Using the xaitk-saliency package, we will demo the use of occlusion sensitivity with both sliding window and randomized input sampling ([RISE](https://cs-people.bu.edu/vpetsiuk/rise/)) perturbation.\n",
"\n",
"### Table of Contents\n",
"* [Set Up Environment](#Set-Up-Environment-covid)\n",
"* [Download Data](#Download-Data-covid)\n",
"* [Load Images](#Load-Images-covid)\n",
"* [Training](#Training-covid)\n",
"* [Interpretability Using MONAI](#Interpretability-Using-MONAI)\n",
"* [Interpretability Using xaitk-saliency](#Interpretability-Using-xaitk-saliency)\n",
"\n",
"
\n",
"\n",
"To run this notebook in Colab, use the link below:\n",
"\n",
"[](https://colab.research.google.com/github/XAITK/xaitk-saliency/blob/master/docs/examples/covid_classification.ipynb)\n",
"\n",
"**Note, this is a compute-intensive notebook and the free resources provided by Colab may not be sufficient for successful execution within Colab's runtime limits.**"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Set Up Environment \n",
"**Note for Colab users**: after setting up the environment, you may need to \"Restart Runtime\" in order to resolve package version conflicts (see the [README](https://github.com/XAITK/xaitk-saliency/blob/master/docs/examples/README.md#run-the-notebooks-from-colab) for more info)."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"import sys # noqa\n",
"\n",
"!{sys.executable} -m pip install -qU pip\n",
"!{sys.executable} -m pip install -q monai==0.6.0\n",
"!{sys.executable} -m pip install -q xaitk-saliency"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"MONAI version: 0.6.0\n",
"Numpy version: 1.21.1\n",
"Pytorch version: 1.9.0+cu102\n",
"MONAI flags: HAS_EXT = False, USE_COMPILED = False\n",
"MONAI rev id: 0ad9e73639e30f4f1af5a1f4a45da9cb09930179\n",
"\n",
"Optional dependencies:\n",
"Pytorch Ignite version: NOT INSTALLED or UNKNOWN VERSION.\n",
"Nibabel version: NOT INSTALLED or UNKNOWN VERSION.\n",
"scikit-image version: 0.18.2\n",
"Pillow version: 8.3.2\n",
"Tensorboard version: NOT INSTALLED or UNKNOWN VERSION.\n",
"gdown version: NOT INSTALLED or UNKNOWN VERSION.\n",
"TorchVision version: 0.10.0+cu102\n",
"ITK version: NOT INSTALLED or UNKNOWN VERSION.\n",
"tqdm version: 4.63.1\n",
"lmdb version: NOT INSTALLED or UNKNOWN VERSION.\n",
"psutil version: 5.9.0\n",
"pandas version: 1.4.1\n",
"einops version: NOT INSTALLED or UNKNOWN VERSION.\n",
"\n",
"For details about installing the optional dependencies, please visit:\n",
" https://docs.monai.io/en/latest/installation.html#installing-the-recommended-dependencies\n",
"\n"
]
}
],
"source": [
"import os\n",
"import random\n",
"from collections.abc import Sequence\n",
"from enum import Enum\n",
"from glob import glob\n",
"from typing import Any\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import monai\n",
"import numpy as np\n",
"import torch\n",
"from monai.apps import download_and_extract\n",
"from monai.data import decollate_batch\n",
"from monai.networks.nets import DenseNet121\n",
"from monai.networks.utils import eval_mode\n",
"from monai.transforms import (\n",
" Activations,\n",
" AddChannel,\n",
" AsDiscrete,\n",
" Compose,\n",
" EnsureType,\n",
" Lambda,\n",
" LoadImage,\n",
" Rand2DElastic,\n",
" RandFlip,\n",
" RandRotate,\n",
" RandZoom,\n",
" Resize,\n",
" ScaleIntensity,\n",
")\n",
"from sklearn.metrics import ConfusionMatrixDisplay, classification_report, confusion_matrix\n",
"\n",
"monai.config.print_config()\n",
"monai.utils.set_determinism()\n",
"device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Download Data \n",
"\n",
"The data is currently hosted on [Kaggle](https://www.kaggle.com/ericspod/project-monai-2020-bootcamp-challenge-dataset) and [Zenodo](https://zenodo.org/record/4621066). Here, we'll download the data from Zenodo. For simplicity, we'll only use the images in the training folder."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Verified 'covid_train.zip', md5: 3e8d3e6ca43903ead0666eb6ec8849d8.\n",
"File exists: data/monai-example/covid_train.zip, skipped downloading.\n",
"Writing into directory: data/monai-example/covid.\n"
]
}
],
"source": [
"root_dir = \"data/monai-example\"\n",
"\n",
"train_url = \"https://zenodo.org/record/4621066/files/training_data.zip?download=1\"\n",
"train_md5 = \"3e8d3e6ca43903ead0666eb6ec8849d8\"\n",
"train_zip = os.path.join(root_dir, \"covid_train.zip\")\n",
"train_dir = os.path.join(root_dir, \"covid\")\n",
"download_and_extract(train_url, train_zip, train_dir, train_md5)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Load Images "
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"crop_size = (320, 320) # set size of images for network\n",
"\n",
"\n",
"class Diagnosis(Enum):\n",
" \"\"\"Enum for diagnosis values\"\"\"\n",
"\n",
" normal = 0\n",
" pneumonia = 1\n",
" covid = 2\n",
"\n",
"\n",
"num_class = len(Diagnosis)\n",
"\n",
"\n",
"def get_label(path: str) -> Diagnosis:\n",
" \"\"\"Get diagnosis label from dataset image\"\"\"\n",
" fname = os.path.basename(path)\n",
" if fname.startswith(\"normal\"):\n",
" return Diagnosis.normal.value\n",
" if fname.startswith(\"pneumonia\"):\n",
" return Diagnosis.pneumonia.value\n",
" if fname.startswith(\"covid\"):\n",
" return Diagnosis.covid.value\n",
" raise RuntimeError(f\"Unknown label: {path}\")\n",
"\n",
"\n",
"class CovidImageDataset(torch.utils.data.Dataset):\n",
" \"\"\"Dataset for loading and transforming Covid images\"\"\"\n",
"\n",
" def __init__(\n",
" self,\n",
" files: Sequence[str],\n",
" transforms: Sequence[monai.transforms.Compose],\n",
" even_balance: bool = True,\n",
" ) -> None:\n",
" \"\"\"Initialize CovidImageDataset\"\"\"\n",
" self.image_files = files\n",
" self.labels = list(map(get_label, self.image_files))\n",
" self.transforms = transforms\n",
" # For even balance, find out which diagnosis has the fewest images\n",
" # and then get that many of each diagnosis\n",
" if even_balance:\n",
" # fewest images of any diagnosis\n",
" num_to_keep = min(self.labels.count(i.value) for i in Diagnosis)\n",
" print(f\"num to keep per class: {num_to_keep}\")\n",
" self.image_files = []\n",
" for d in Diagnosis:\n",
" files_for_diagnosis = [file for file in files if get_label(file) == d.value]\n",
" self.image_files += files_for_diagnosis[:num_to_keep]\n",
" random.shuffle(self.image_files)\n",
" self.labels = list(map(get_label, self.image_files))\n",
"\n",
" def __len__(self) -> int:\n",
" \"\"\"Return number of images\"\"\"\n",
" return len(self.image_files)\n",
"\n",
" def __getitem__(self, index: int) -> tuple[np.ndarray, str]:\n",
" \"\"\"Get transformed dataset image and label\"\"\"\n",
" return self.transforms(self.image_files[index]), self.labels[index]\n",
"\n",
"\n",
"train_transforms = Compose(\n",
" [\n",
" LoadImage(image_only=True),\n",
" Lambda(lambda im: im if im.ndim == 2 else im[..., 0]),\n",
" AddChannel(),\n",
" Resize(spatial_size=crop_size, mode=\"area\"),\n",
" ScaleIntensity(),\n",
" RandRotate(range_x=15, prob=0.5, keep_size=True),\n",
" RandFlip(spatial_axis=0, prob=0.5),\n",
" Rand2DElastic((0.3, 0.3), (1.0, 2.0)),\n",
" RandZoom(min_zoom=0.9, max_zoom=1.1, prob=0.5),\n",
" EnsureType(),\n",
" ],\n",
")\n",
"\n",
"val_transforms = Compose(\n",
" [\n",
" LoadImage(image_only=True),\n",
" Lambda(lambda im: im if im.ndim == 2 else im[..., 0]),\n",
" AddChannel(),\n",
" Resize(spatial_size=crop_size, mode=\"area\"),\n",
" ScaleIntensity(),\n",
" EnsureType(),\n",
" ],\n",
")\n",
"\n",
"y_pred_trans = Compose([EnsureType(), Activations(softmax=True)])\n",
"y_trans = Compose([EnsureType(), AsDiscrete(to_onehot=True, n_classes=num_class)])\n",
"\n",
"all_files = glob(os.path.join(train_dir, \"*.png\"))\n",
"random.shuffle(all_files)\n",
"train_frac = 0.9\n",
"num_training_files = round(train_frac * len(all_files))\n",
"train_files = all_files[:num_training_files]\n",
"val_files = all_files[num_training_files:]\n",
"\n",
"batch_size = 6\n",
"\n",
"train_ds = CovidImageDataset(train_files, train_transforms, False)\n",
"train_loader = torch.utils.data.DataLoader(train_ds, batch_size=batch_size, shuffle=True, num_workers=2)\n",
"\n",
"val_ds = CovidImageDataset(val_files, val_transforms, False)\n",
"val_loader = torch.utils.data.DataLoader(val_ds, batch_size=batch_size, shuffle=True, num_workers=2)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
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B8HP+Cm/7EGjft8f8FEvHnjzxZ8cvjBaXPiHTvHVp431CyfwdDNLJ9hj0y3hmW3jSOIRSBHjdVLFFARQKAP2Cor8wf+CWn/BTj40eHf8Agj/8cviN+1Rrz+LPiH+yfqvivwzruqahIxm8QyaRbedaSTPnczyFlty5O9jEXclmLHz/APYD/wCCJPwb/wCCjX7C2gftz/t9fEbx/wCKPj78YNIk8TWPxKtvG+oWk/hJbpnewTTbaGZLeOOKEwuI3jZQSVUKgVQAfr9RX5p/8Emf2v8A42/tVf8ABG/4veFP2mfEsut/EP4OS+L/AIe+KtduXLTapJYWJaK5kY8u5inSNpD8ztCztlmJP5xf8EqPCP8AwaleL/2Pfhj4X/bvm8Ow/GrULKdPF8+t6v4rsbdbg3s4i825gkjsIf3Hk5w6gDBbBzQB/STRXKfAr4e/Cj4S/BXwn8MfgRY2tt4J0Dw7Z2HhK3sb97qGPTYoVS3Eczu7Sp5QTDl2LDB3HOawv2xP2gv+GTv2UPiT+0//AMIj/b//AAr3wPqniL+w/t/2X7f9jtZJ/I87y5PK37Nu/Y+3OdpxigD0iivzU+Hf/Bd79rX9oj9nrR/2q/2SP+CNXj74h+ABoMF54r1+H4hWFgbe7EKtfWul2s8H2rWVtpfMgM0cUQklhkCLxmvoK2/4KxfBD4g/8Er/ABH/AMFUP2fNCuPFXh3QvBOo66PDN/eDT7sXNkjmfTrhwkwt5VdChYLIuMOu9WUkA+qaK/NfQv8Agu1+1f8AFv8AZs0b9sD9l/8A4I4+P/Hvw3/4RW21Xxd4l/4WBYaabScW6yX8GmWs8P2rWI7WXzYDOkMSyvA+xdvNfVvw6/4KT/sq/ET/AIJ823/BTODxlNp3wuk8JTa/eX2oW+LizjhZ457Z40LbrhJ43t/LQtulXahbIJAPe6K/OLwZ/wAF0v2mdW+FA/bC8e/8EfPiV4c/Z4uLE6jafFB/Gmm3WoRaYw3R6lc6HGv2qGz2lZHmjMwSLMi+YoGfp7/glx+3P/w8o/YT8Dftrf8ACrv+EL/4TT+0/wDimf7b/tH7H9j1S7sP+PjyIPM3/ZfM/wBWu3ft527iAe/0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVw/7Sv7Rvwg/ZG+BPif9pH49eK49E8JeEdMa+1nUHQuVTIVI0ReZJJJGSNEHLO6qOTQB3FFfnn4E/4LBf8ABRL4u+ELX49fCL/ghH8StW+FOpQLe6R4gvfihotjrt9YMNyXMeiSjzm3oQyqJDvDAqzA7q9N/bg/4Ky2v7Mvxo8Hfshfs+fsv+KfjT8cvG+iHWtO+Gug6jb6aum6aCym61G+uMxWSF1dQWVhlDuKgoWAPr+ivjD9kb/grlr/AMVP2sB+wV+2t+x14j/Z9+MWoaHJrPhXw/rHiS01vTfEllGGaU2Oo2qrHNKipI7RheFjf5soyjuP2Nf+CiX/AA0/+1X8fv2PPHPwe/4Qjxh8DPFFraG2bxB9uGvaPeRtLZarHm3hMIkjVWaH955fmRjzG3CgD6Xrm/AXxk+EPxV1LX9G+F/xV8N+JLzwprEmk+KLXQNct7yTR9Qj+/aXSwuxt517xSbXHcV4Zqn/AAUSNz/wVS0z/gmR8Pvg9/bstv8ADKXxn4+8bDxB5MfhqAymG1tvsv2d/tEsrmE4MsW1Jw4D4Irgf+CUXxj/AGd/H/xf/a3tfg/+zRbfDa68J/tE6zp3jvWf+Evn1FfFWpxEmbV3SdEWx34JMCFkXs1AH2rXN+AvjJ8IfirqWv6N8L/ir4b8SXnhTWJNJ8UWuga5b3kmj6hH9+0ulhdjbzr3ik2uO4r4P8D/APBcv4/ftJ6t4h+Iv7B3/BKD4g/GH4K+GNXuLC7+Kdj4103SptWNu2J5NK0y7Al1FRg7AkisxwpVHO0cd/wbXfFnwf8AHrxj+2d8bvh9NcyaF4u/ag1XWNHa9tGgm+zXKCWPzInw0b7XAZDypyD0oA/UWiivzn/4Ly/Gv40eJviJ+zh/wTA+BPxQ1fwVd/tI/EC4svGXivw5cmHUbLw3YLBJfRQSDmJ5UuM7h1EDIfldgQD9GKK/Gr/gpx+wX8Jf+CC/wn8I/wDBTr/gmY/irwdd+BPG2lWvxV8LTeM9Q1HT/G+iXcwgmS8ivJ5FMxkaIK6bFUyF1UOkbL6l/wAHI3xY8e2Pwz/Z50m4+Kfirwb+zx45+KNrafHzxt4NmmguLXRZfINuks0ILxW8qvcljggtHGCGOEYA/UOivwf/AGk/gT/wTn/Zm+K/wO1//g3Y+OBv/jpq/wAT9Mg1Twr8LPipe+J7HWPD7bzeza1G11cx29umI9zyNGu13JU7d8f7OftZftQ/CX9i/wDZ08W/tPfHDW/sPhrwfpL3t8yYMtw+QsVtCpI3zTSskUa5GXkUZHWgD0SivwS+A/wn/aNsf+Dir9kP9rb9sS6urb4m/Hbw54z8Uat4TkkJg8IaYPD+pxaZosSkAhoLUKZSQGM0sm7LAs36y/t3/wDBNf4Of8FE9Q8HWHx++JHxCtvCvhQag194I8I+MbjSdO8RyXP2bYdRFuVkmEIgcRhXQr9ol55IIB9EUV+MX7cH7IXwf/4Ij/tifssePv8AglrrviXwVqfxU+Mlj4R8XfB2Lxff6lpninR5nRbq5aC9mmYPF5kaeZuKo08bgKyZP7O0AFFfH3/BU3/grp4Q/wCCWvjb4OaF47+Cuq+LNL+Kuu6lps93oV8327T2toYXjW3s1gkN9NPJOkSRb4RuK5fBJHmusf8ABb346/s8fEfwhH/wUY/4JeeMvgX8NPHmuw6P4e+KF34+0zXLezu58mBNUt7Nc6aGAJO92K4bghHKgH6F0V8f/wDBTv8A4K4+Fv8AgmR8W/gl8PPGXwO1jxfY/GHVdXsPtXh68dtQsp7OK2MENtYpBIb+e5muo4Ej8yEBypLYJK+ep/wWo/aA+DPx6+H/AMO/+CgX/BLzxf8ABDwT8VPE8Ph7wT8Rbr4g6ZrsA1K4/wCPa31CCyH/ABL2k9GkcrhjgrHIygH6BUV8wf8ABSP/AIKd+Cv+CfkHgnwHovwh8QfE/wCKnxQ1eTTfhv8AC/wpIkd3q8sYUzTSTOCttbxh03SlWxuB2lVdk+cPjb/wX2+Pv7Jup+APhz+2P/wSt8T/AA48c/ETx9pWh+H9KuviTY6lpN3YXMpiuLyHVLG3lje4tna332UiRMy3CsHwDQB+l1FFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfm1/wAGrljZ2n/BMXUp7a1SN7r4y+KZbh0UAyOLpEDN6nairn0UDtXyj4/+HXxA+J3w+/4LFeAfhVY3FxqsvibSryGyslJkmjhgnubpEVeWZ4YZRtHLE45Jr9i/2WP2R/2ev2Kfhe/wZ/Zl+H3/AAjPhqTWLrVH03+1ru9zd3L75pPMu5ZZPmbnbu2jsBR8G/2Rv2ef2f8A4n/ET4y/CP4e/wBk+JPivrEGqeP9ROq3dx/at3CjpHJ5c8rxwYWRxthVFOeQcCgDxT/gnR+2J+yc3/BIf4X/ALRNl8UfD2meAPCPwj0q28RXkt7GsOiSWOnxQ3NpMM/JLG8bR+X1YgbQ25c/mJ+z34N8UeG/+DP345eJtY0C50rSPF+ra3rvg7TrpNjQaRLq9pHCAv8ACpeGVlxwQwYZDAn9J/GP/Bvx/wAEb/HnxXm+NPiX9g7wpJrlzffbLmO1vb+20+abcWLPp8Nwlm2SSSDCQcnIOTX0R8av2XPgH+0L+z3qn7KXxX+G9pe/D3WNJi0y+8L2E82nwfY4ihjgja0eJ4UXy0AEbLgKAOOKAMf9g7TLDRf2HPgzo+lWkdva2vwp8Ow28ES4WNF0y3CqB2AAAr4y/wCDVyxs7T/gmLqU9tbJG9z8ZfFMtw6LgyOLpEDN6nairn0UDtX6IeB/Bnhr4ceC9H+HngzTfsWj6Dpdvp2k2fnPJ5FtBGsUUe+Qs7bUVRuYljjJJPNcX+yx+yP+z1+xT8L3+DP7Mvw+/wCEZ8NSaxdao+m/2td3ubu5ffNJ5l3LLJ8zc7d20dgKAPiH/ggbpmn2v7TP7fV9bWUUc037XmvJLKiAM6rJIwBPcBpHP1c+tSfsCSGx/wCDh3/goCltCxT+wPhvKYIgBvf/AIR+M9OmSWP5mvtr4Cfsj/s9fsxeJPHvi74HfD7+w9Q+J/jC48U+Obj+1ru5/tLVpzmW523ErrDuz/q4gkY7KKPAH7I/7PXwu/aL8f8A7WXgX4ffYfiB8UbfTYPHWv8A9rXcv9px6fbi2tB5EkrQQ+XEoXMUaFsZbceaAPyy/wCCdXgv4s/8Fi/2a/EX/BQ/9r7/AILB/HH4ZY8T6tFffDz4N/EqDwlpXgWztp2WO3vSImZmESrL5spVijqWLHLHr/8Ag1Q13wnr3hb9q29+HXxI8S+L/DM/7SGo3Hh7xR4w1JrvVNZtHhTyr+7mZVMtxPGsckjlQWZiSK+rviL/AMEHv+CRfxZ+Ol5+0f8AED9h7wtqHizUdQN/qdx9rvYrK9uS+9pZ7COdbSZnfLOXhbexJbJJr2r9nT9jf9mv9kzVPG+s/s8/DGHw1P8AEXxVN4k8YC31G6mjvdSlGHmWOaV0t1xwIoRHGo4CCgD4u/4NP/8AlCV8Of8AsYPEX/p2ua/R+vknxP8AGT/glV/wQK/Z08IfBnxP4qi+Efw/1DU79PCenSw61rfmXLP9puR5gW6nHzTbv3jY+bC8DA4L/iJz/wCCGn/R9ln/AOEF4h/+V9AHlf7WmtaR+yV/wc2fA/8AaQ+K2ow6P4L+L/wNv/ANh4h1CQR2sGtwXc1ytu8jfKhkD2caAn5nmx6kJ/wXz1vR/wBo/wDbC/Yw/wCCe/w71GHU/GV78ftO8b6/pljIJJ9J0PTUYz3U6rzGpiluHQtjf9nfHSvtzxZ8PP2Iv+Crn7KGjXnjrwPofxQ+FvjOzh1fQX1bTZohKhB8q6h8xY7i1l2swDr5cgDMMgMQcj9jP/glV/wT5/4J86tqPiP9kL9mPRfCOratb/Z7/Wvtd1qF/JBuDGEXV7NNMkRZVJjVwpKKSCVGAD47/aI1vSP2RP8Ag6C+F/x4+K2ow6R4Q+N/wAu/BGjeINRkEVqmuW179o+ytI2FVnWO0Vcn5nuVUcmk/wCC5+t6R+0j/wAFBP2JP2CvhxqMOqeLbb45Wnj7xTptlIJJtH0TTNsklxOB/qhJF9pKFsbjAfbP6BftRfsjfs1ftqfC6b4MftUfBvRfG3hqW4W4XTtYgJME6ghZoZUKyQSgMyiSNlbDMM4JB4b9jH/gln+wB/wT3vtT1n9kD9mfRfCGpaxB5Go6yLq6v7+aHcG8n7VeyzTLEWVWMauEJVSRlRgA83/4KFf8Ewvhv+1/+0R4E/aP+E/7Uus/BP8AaD8E6VPB4U8b+F/s1zc3Wllm8y3ubCcgXlurTScZUDz3VtwbbX56/HT9ibxF8Sv+C3f7LXww8VftyeJP2jvjT4J8Wp41+K3ii50+z07TfBPh3SZobq0s10+wHkWT3NyGDBiZGZoCQokBb9WP20v+CY/7Cv8AwUP/ALFk/bG/Z9sPGc3h1JU0O8k1W9srizWUqZFSaznikAYopI3YyoNbP7IP7An7G/7A/hK88Ffshfs+6D4IstRkR9Tl06OSW6vimdnn3U7PPOF3NtDuwXc2MZOQD82v2zfgN8HvA3/B1T8EPjv+1JpemHwf47+F80HgjUfEKL/Z58U2K3ESW7GT935ypJBJGG/5azw7fn210v8AwW8i8BTf8Fcv2D1+Ay2R+OY+L0Ta1/Ym3+0B4REkBvftvl/P9n8j7Tt8zjy/tWzjfX6M/tRfsifs0ftq/DCX4NftU/BnRPG3hyS4W4TT9YtyTbzqCBNDKhWSCUKzL5kbK2GYZwSD57+xx/wSZ/4J2/sAeI73xn+yV+y5onhXXNQtzb3OvSXl3qN/5JILRJc3000scbELlEZVbauQcDAB6/rnx0+CXhj4q6J8CfEvxj8K6d448S2s1z4c8G33iG2h1XVYIkkeWW2tHcTToiRSszIpCiNySApx+Zv7Unxl+D/wX/4OzPg3f/GLXbDSotf/AGVP7F0DUtTlWKGDUp9Z1gxKZGwqNIsckC5I3PMqDlwD+hHjn9ij9mT4k/tVeCf22vGnw0+2/E/4daXd6d4O8Tf2zex/2fbXUU8M8f2aOZbeXdHczLuljdhvyCCFI+Lf2m/2KE/ac/4OFdPv/jl+zJfeMPg3qv7Gr6Brmr6v4Ymn0J9QHiO6uEs2utnlJdKpjmVA4lX5JFxw1AGL/wAF8PE3hz4pfthfsQfsq/DDU7e++Ka/tK6P4rSwsJBJd6VodiTJeXcqrlootuJAWwHFrJjPlnG5cWNnd/8AB2HBPc2qSPa/sSmW3d1BMbnxIyFl9Dtdlz6MR3r6Y/Y4/wCCSn/BOn9gHxZqHj79kr9lzRfCuvapbm3utde+vNRvRCSC0Mc99NNJDGxC5SNlVtq5B2jHon/DI/7PX/DV/wDw3D/wr7/i6P8Awg//AAh//CT/ANrXf/IF+1favsv2bzfs/wDrvn8zy/M7b9vFAHxP/wAFdAI/+CwX/BOi6jG2QePPGiCQddrabYBhn0Peuf8A2YPE3hz4I/8ABzz+074R+NOpW+max8XPhn4U1H4VXGqSCIapY2llb293bWxfAd/Phc+WuS32WRsfKcffHxe/ZH/Z6+PHxf8Ahz8efiv8Pv7V8WfCbUL2++H+q/2tdwf2VPdxxxXD+VDKkU+9IkGJlkC7cqASSflD/gtH4Y/Zj8e33g/wn+1t/wAEgvij+0h4XWzuLi08T/CPQ2vtU8PXPmKDb4trm2u445FAcmOXYxjAKkgGgDxv9vb4y/CDxx/wc1/sUfCnwXrthf8Ainwdovi9vFwspVkazW60e5a1tpiudkgEM0nln5lWdGIAkUn9W6/IP/gnD+w5f/F3/goz8M/2nPg9/wAE2PEP7L/wB+APh7Xv+EO0L4gWH2PxH4t8Q6vb/ZLi7urd5ZZwqW4QeZNJIcwxhXbcVi/XygAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvH/wDgoV/yYJ8cf+yP+Jv/AE1XNewV5X+3T4e1/wAXfsSfGPwn4T0O81TVdU+FfiG003TdOtnnuLu4k024SOGKNAWkdmYKqqCSSAASaAPkr/g24/aI/Z+8Q/8ABFX4Zf8ACO+OtD0+P4e6Ne2XjuC5v4oP7FuUvLieWW63ECFZEcXAdsApKGz1x+cmsunjv/ghD/wUl/aT8DWskXw4+Jf7TNzq/wAOnMRjivLL/hI9NzdRKQMRtuROOA0LL/BX3F/wT5/4IWfsGftG/wDBOz4D+IP29P2FI/8AhZWi+AbWy1xdbTU9D1RWikfZFfRQS27zMihQFuFYhQq/dAFfdPxO/YY/ZM+L/wCyfcfsM+NfgnpY+E1zp9tYv4J0aWbS7VLe3uI7iKONrKSKSICaJH+RlLEHdkM2QDkfijpenWn/AASe8RaLa2MUdpF+zxdwR2yIAixjQnUIB0xjjHpX5I/tK+BvHXjb/g0O/Z98TeHhrcmk+Dtf0TXfGj+H3xeQ6NDqF/DJLEcHBikmgkDEEJ5e8jCkj91dW+FvgTXPhXc/BTVdC83wxeeH30S50z7VKu+weAwND5gYSDMRK7g27vnPNYfwO/Zj+BX7OPwB0n9lv4P/AA9t9O8A6Hpcum6d4bu7ma/iW0kZ2khdrt5ZJlYyPkSM2QxHTigD4N8Lf8EjvgD8f/gInxd8O/8ABeT9szxJ8OfEWiNLJrL/ALRdnLptzZSx4dZmfT9gUqxV0fGMlWAORXlH/BYj4B/BH9kH/ghZ8DfCf7OnxC1Lxl8K/hZ8ZfCes2/jC81K31GSbRze3TfaWuLSKOGWPzLpERo0CkMgGTyfqzWf+Dcv/ginr3jWXx9e/sFeHY72a5897Sy13VbbT9+c8WMN2tqq/wCyIgoHGMV9Sah+zh8A9V+A5/Zd1H4O+HZfh0dCXRf+EKbSov7NGnqgRbcQY2KigDAA4IBGCAaAPjn/AIOJP2mPgb4Q/wCCLnxT1K++JmjTp8QvC0OneB1s9RjlOuS3E0LIbXaT56CLdMzJkCNGYnAr52/4K8WNnqf/AAQu/Y303ULZJ7e48d/CmKeGVdyyI2mMGUg9QQSMV9eeBP8Ag36/4I8/DTw/4o8NeDP2I9DtbfxhpM2l63LLr2qT3P2SUgyxW9xLdNLZB8Yb7O8RKkqTgkV7R8W/2Cf2Tvjp8DvBn7N3xU+FP9qeC/h7qGk33g/Rv7dv4PsE+mReVYv50M6Sy+WnGJHcP1cMeaAPm7/g5uiim/4Ib/HZZYwwFjoTAMM4I8QaaQfwIru/209M0+z/AOCEvxX0u0soo7a2/ZM1xLeBEASNU8MzbAB2AwMemBXvX7TX7MvwQ/bG+Buvfs2/tH+Cf+Ej8FeJo4E1zRf7SubP7SsNxHcRjzrWSOVMSwxt8jrnbg5BIOh43+B3wu+I/wADNX/Zs8Z+F/tngrXvCdx4Z1bRfts8fn6XPatay2/nRusq7oWZN6uHGchg3NAH4vftpwX2jf8ABvx/wT8+O3iXTbnUPA3wz8ffDfxB8RoY4WlWLSI7SSFppFAOUDSJFj1nUd6+7P8Aguv+01+zfoX/AARi+LnjHX/iJoGp6R8QPh9caX4EktNQiuE1y/vIwlmbTaT55V2SbKZ2pEznAUkfUvgv9mH4BeAf2c9O/ZI0H4X6dL8N9L8NJ4ftfCOrh9RtW0xI/KFtL9qaRp02fKfMLE9ya+fvg7/wQS/4JC/AT4uWfxz+F/7D/hqz8S6dei7025v9Rv7+3srgNuWWG1u7iW3hdWAZWSMFCAVwQDQB8S/t+/DDxl8Ov+Ca3/BMD4Q/GTS5F1vSfj78KdM8Qabfpl4JU02SOS2kDd05jYH+6a+pf+Dm6GKb/ghv8dlmjVgLLQmAYZwR4g00g/gRX1V+0V+yP+z1+1j/AMIZ/wANAfD7+3/+Fe+OLHxh4P8A+Jtd2v2DWrPf9nuv9Glj83Zvb93JvjbPzIcCrn7TX7MvwQ/bG+Buvfs2/tH+Cf8AhI/BXiaOBNc0X+0rmz+0rDcR3EY861kjlTEsMbfI6524OQSCAfnd/wAFqZZJ/gN/wT7mmcs7/tY/DZmZjySbWbJro/8Agpr8Zf2hPjf/AMFZPhD/AMEqPB37X/iH4D+BfFvwyvPFuteLvBc8NprfiO+S6uII9Is7yVT9nkRLfzj5YJZZDlWwgH2t8af2KP2ZP2h9A+Hvhf4w/DT+2LD4V+LNM8S+AoP7Zvbf+y9U09GS0uN0EyNP5asRsmLo2fmVqyv2z/8AgnZ+xX/wUL8Mab4R/bG/Z/0jxta6NM8ujz3U9xa3diz7fMEN1ayRTxK+1Nyq4Vti5B2jAB+Sn7SnwI+Ff7JH/Bcv9i34HeC/+Cg3x3+NHi2Dxvf3ninS/i/8VP8AhIx4agmt0jgEaiKMWktyFn3L1ZIEJABUn91K+Y/hd/wRp/4Jl/BS/wDAWrfCf9k/R9AvPhp4in17whe6dqt+k0GozRpFJc3En2jdfMUjRR9qMwUD5QMmvN/FX/ByZ/wRR8E+KNS8GeKP23bS11PSL+ay1G1PgbX38meJzHIm5bAq2GUjIJBxwTQB9Fft8fBzX/2iP2GvjJ8BPCUW/V/Gfwt1/RNJQtjddXWnzwwgn08x1r5Z/wCDe/8Aax+DfiP/AIIzfD+78SePNK0O4+Eeg3OgfEe11e9S2fw7NYzTKTeCQjyA0KpKC2Bh/UED1n9kv/gtf/wTD/bn+MEPwD/ZW/ait/Fni24sJ72HSI/Cur2haCEAyP5l1aRRjaCON2T2Bqp8ff8Aghh/wSc/ad+Ml18f/jX+xZ4c1XxZqF19p1TUrW/vrBNQnzky3MFpcRQ3LseWaVGLnliaAPhT/gln+z947/bM/wCCWH7e3xm8G6DdRD9qX4h/EHUvhpbzwtGb+GaCdbWQBsfK13LJD9YWr6n/AOCCX7YHwP8AE3/BF74b+LPEHxE0jRY/hP4QbQfiImq3qQN4em04vE/2sOQYN0UaSjdjKyDvkV9x+C/BXg/4b+EdN8AfD7wtp2h6Ho1lHZ6To+k2aW9rZW8ahUiiijAWNFUABQAABXy98cv+CFP/AASW/aQ+M13+0B8Yv2KPDWp+K9RvPteqX9rf31jFf3Bbc01xbWtxHBcOzcs0kbFySWJJNAHwX/wTE/Zw+I37Xf8AwRa/bd+KHhXwzeR3P7TXj7x7r/w3sJYGR7+B4SLTAPI8y7WaH/gGeelfXv8AwQ5/bP8AgH4l/wCCLHww+JWvfEzRtI0/4V+AIdB+IEmo3yQnQJ9LjNvILoMcwkpCsqhgCyyKRnIr7a8I+EfCngDwtp3gfwL4asNG0XSLKKz0rSdKtEt7azt41CRwxRIAsaKoACqAAAAK+WfjP/wQi/4JIftBfGa7/aA+LH7EfhnUfFWoXv2zU7y2vr6ygv7gtuaa4tba4jt53Zss7SRsXJJbJJoA+c/+Da+w0vTf2BPjN+2F8aIrLw/4S+M/x08U+M7OXxM8dvarocvlQebOZiEWMyRXKksdpVQckGvsv9te3/YUg/YZ8Ww/tWQ+DE+Da+Fp/ty3i2wshb+S2z7Jj5fP6eT5Xz+Zs8v5sV6b4l+Bnwd8X/Bm7/Z28QfDTRpvAt7oJ0S48JJYJFYHTjF5X2VYUAVIhH8oVQAAABjFfJ3h3/g3E/4Io+F/F0HjXTf2DdBmu7efzorXUvEOrXtjuznmzuLt7Zh/smMqRxjFAHEf8GyviLx94S/4IdfDrxZ+0PrjaZpWlx61d6VqfiK5ECWmgRXs7xTSSSkCOBFWVlZiFWEIQQgWvZv+CnXxT+GPxr/4I0ftB/E/4NfEbQfFvhrVfgd4qbTPEPhjWIb+xvAlhdRuYp4GaOQLIjodrHDIwPIIr6N8WfCr4e+NfhXqXwQ1/wALW58Kav4fm0O90SzLWsR06WA2726eSUaJfKYoPLKlRjaRgV8zftefsafD/wDZ9/4It/GL9jH9jH4P6lDo9l8GvFOn+DPBmjyXuq3cs91bXcvkQ+a81xcSSTzvtXc7EuFUYwAAcv8A8EMf2nv2bNU/4ItfCLx7o/xH0DS9D8A/Dm207xxcXeoRQJot7ZxbLtrrcR5G51aYF8bklVxkOCfhX9h7TL++/wCDbr9uP4v6bpFxYeD/AIjeMviP4k+HdvPAY1OjSWkEEbopA2p5tvMmBwDG3qa+qv2Rf+CEv/BOn9oT9ir4A+Pf2zf2FbJ/iVpfwe8MWfiUao2o6Pem6ttNt4zFqFtBNB50sezyytwjMAgQ8LgfcvjX9mL4CfED9nTUf2SfEHwx0+P4b6p4afw9deEtJ36farpjReUbWL7K0bQJs+UeWylR0IoA80/4JL6Xp1v/AMEp/wBm2wgsYkgl+AXhF5YlQBXaTRrVnJHcszMT6kmvx1+FvgP4hfEv/gyX1/RfAFtc3c+nareanfWdsCWfT7Txat1cnA/hjjR5m7bYmNfvj8J/hb4E+B3ws8NfBT4W6F/Zfhjwf4fstE8OaZ9qln+yWFpAkFvD5kzPJJsijRdzszNjLEkk15/8Ev2UvgL+wf8Asp3fwB/ZO+BvleFNC0/UrrSPA39sXF59umm82eS286+kmc+dKzL87Mo34xtGKAPN/FX7Zf7H83/BJC8/amh8eaA/wvuvhC/2fbdxGKRX08xrpgTPNwWIt/s+N/mfu9u7ivKP+DXH/lBR8DP+5m/9SfVq+J/EXwx/ZS0vUtX8TfsU/wDBrx8etA/aC1WCeHw3f+NfCElr4P8AD+qzIUS/jmlv5LCNYHYSRtHBFzGMNFww/VL/AIJSfsb6r/wT+/4J4/Cz9kXxFqlve6t4R8PuNcuLNi0J1C6uJry6WNiAWjWe4lVWIBKqDgZwAD6FooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr87P+Dpf4e+OfHn/AAR/8X33g/Q7rVLPwz4o0TXfFOmWgJe40m3u1+0ZA6om5JWPRViZzwpNfonUOoafYavYT6VqtjDdWt1C0VzbXEQeOWNgQyMpyGUgkEHgg0AcH8Iv2m/2c/i3+z7pP7SPww+K3h2f4fX2jx31r4gTUoYrO2t9gO2ViwWBowdro+0xsCrAEEV+fvwt8X+FPgb/AMHSvxVPxo1m001vjJ8BdE/4VFquozKkOox2xtY7mxtpCcNI8ttNL5YOSIc91z7lqH/Bu3/wRc1P4gS/Eu5/YI8LrqE119oktLfVNRi00yZzxp6XItAv+wItuOMYr3H9rb9gD9jX9uzwFYfDT9rL9nzQfGWk6S5bR0vUkguNOJAVvs9zbvHNbhgqhhG6hgq5zgYAPh7/AIKfeJ/Dfxu/4LufsN/An4Malb6n45+HmseI/E3joabIHk0PRHtbbAumX/VCYW8qqr4PzJx+9Xdb/wCCjWtaR/wTl/4LRfAD/gpLqeoxaP4A+L+kXPwk+L2pTOI7a3nP+laTdzMflB8xAGkbG2GyboCa+w/2M/8Agmh+wp/wT4ttSi/Y+/Zw0TwbPrKhNV1SGa4vL+7jB3COS7u5JZ2jDfNsL7c84zzXS/tefsZfs0ft5fBqf9n/APax+F8Pi7wlcahBfPpcupXVmy3ELExypNaSxTRsMsPlcZVmU5DEEA+LP+DfDQdY/aLb48f8Fd/HmmzR6n+0b8TLkeDvtaHzLbwnpLPZafEM8qcrKjAYDC3jb0x5z/wTe8FeM/iV4Q/4Kl/Dr4cBz4h1/wCO/jzTdBETbW+2z2VxFBg9j5jLzX6f/BH4K/C/9nH4ReHPgP8ABTwlDoPhPwnpEOmeH9IgmkkW1tolCou+VmkkbHJd2Z2JLMxJJOB8BP2R/wBnr9mLxJ498XfA74ff2HqHxP8AGFx4p8c3H9rXdz/aWrTnMtztuJXWHdn/AFcQSMdlFAHyF/wbh/H74Eah/wAEYPhxp+meMdH0iT4aaXqGm/EOxv7yO2fQL2K9uZZ2vA5Hkbw3n7nwCsmSeuPNP+DZL4h/D/4u+IP2zfit8J9h8L+Jv2ptZ1Xw48cWxZLG4zNA4XA2ho3VgvYHHavqD4v/APBDP/gk18efjpc/tI/Fb9iXwtqni++vftmp3q3N5b22oXG7c0tzZwTpa3Ls3zO0sTFySW3EmtLxa/8AwTS/4Is/DXxv+0Z4mS1+Fnhn4h+PBqXi/VIo9U1GK81u6VsMlvGLg26sEYCOGOOFQuAq8UAfT1fl7/wXXvLb9nX/AIKHfsMf8FAfG0gtPAfgr4lar4Z8a65Pxb6SurQQRW9xM3RI1WO6ZmPAEY7nFen/APETn/wQ0/6Pss//AAgvEP8A8r6+hfhl8Vf2IP8AgrF+yjd6/wCCpNF+Knwn8WPcadeRaxoE6Wt60Eu11aC8ijkDJIoKvtBDKrKcgGgD40/4Okfif4f8bf8ABOjR/wBjP4c6vZa14/8Aj54/8PaL4C8PWNystxqAF/DdG5RUJJgDRRIZQCoM6DPNZH/BcX4j3Pw1+Nf7GX7Dvxc+JmoeF/2e/iH4mutJ+L+q22pyafDrMVnBZx2mmXl1GytBaTNK4lUuodGJJAiJH1h+yj/wRf8A+CYP7EPxO/4XP+zL+yLoXh7xUkbpa67c6hfalcWQcFX+zNfTzfZcqzKTFsJVmXoSK9k/aP8A2X/2e/2vfhhc/Bj9pr4Q6H418MXcqzSaTrtmJUjmUELNG3DwyqGYCSMq4DEAjJoA/Kf/AIOAf2d/2Kf+Cc/7NfgP9pj/AIJ9+B/Cnwg+P2nePNJg+GA+F1pFp174likkC3FpNa2u3+0Ldo8MxkVwWCIWxKVf2j/gsT8KP+Clvxo/an+AutfBz9ghPjf8Ifh4g8W+JvAsfxR0jw7BqHixGkS0W7kvnZriC0G2ZI1iKO0rB2IG0e8fs0/8EK/+CTf7IfxQs/jR8BP2MdA0zxRpswm0vV9U1XUNWksJR92W3GoXM6wSL/C8YVl7EV9aUAfgb+1f+1x/wVP1/wD4Lt/srfFTxx/wSJj0D4maD4P8Uw+CfhUPj1ot0PFFvLpl+lzP/accfkWXkRvLJslBMnk7V5YV+s37bn/BSL4Vf8E9/wBljTfj5+0loFza+KNctre18O/DDRrtL3VNZ12aNSNKtPLGJ2WRtjTKuwKN3O5VbvPHf7Gf7NnxM/ag8Dftm+Nvhv8AbfiV8NtPvrHwX4k/ti8j/s6C8hlguE+zxzLbzb455VzLG5XdlSCARxv7cP8AwSz/AGEP+CkF94Y1L9s74Gt4xn8Gpdr4akXxTqummyFyYTPj7BdQb9xt4eX3Y2fLjJyAfP8A/wAE4P8Agnv8fviV+0C//BWr/gqXHBc/GzWNPa3+Hnw8gffp3wu0WQNts4VJIa9ZJGEsvJUyOMlnc19sfE346fBL4KS6JB8ZfjH4V8JP4l1aPS/DieJ/ENtYHVb5+EtbYTuvnzN2jTLHsK+RfCv/AAbcf8EYfBPijTfGfhn9kG7ttS0i/hvdPuD8UPE8nlTxOJI32vqRVsMoOGBBxggivpD9pr9ij9mT9sW78FXv7R3w0/4SOX4d+LLfxL4Ob+2b2z/s/VISDFcYtZoxLtIHyS70PdTQB+f3/Bw58U/hj8Ev25P2Avix8Zr22tPDGg/GrULrV9QvMeTYRj+zQLqQn7qQsVlZv4RGT2rrv+Do34r/AAqvv+CQ/iL4MQaxYaz4t+K+u+HtN+F+hWE6T3WsXn9rWdxvtUQlnUQxyfOoKkyImf3gB3/+Cwv7PHj347/t7fsQ3Wl/A3WPGXhDRPiPr/8Awn8tv4Zl1DTbDT7iytoj/aBWN4ooJBvT99hX+Yc8ivXv2fP+CIn/AASq/ZZ+NcP7RHwK/Yz8OaL4wtJml07VZb29vV0+Q5+e1gup5IbVhk4aFEK5OCKAPmT/AIKU+E9V0X/gpB/wTB8IeO2S+1LS/EniKLUZZD5gku4NJ0zMmT1PmpuB9QDXS/8AB0MAv7APga5UASQftB+EZIX7o3nzDcD2OCfzr7Y+L37I/wCz18ePi/8ADn48/Ff4ff2r4s+E2oXt98P9V/ta7g/sqe7jjiuH8qGVIp96RIMTLIF25UAkkn7UX7I/7PX7aHw+svhX+0t8Pv8AhJNB07xBaa3Z2H9rXdn5d/asWgm32ssTnaWJ2lipzyDQB8D/ALeviXw78Bf+DkT9lP48fHLUrfSfBPiL4Va94T8N6/qkgjs7PxAWumKNI3yxvLHdW8KkkbjKB0zjD/4OffjN8H4YP2V/gFPr2n3Hjq9/ad8M69ZaXHMrXNtpcBngmuHUfMkby3MCLuwHIbGfLOPrL/grvYfCzXP2btP8M/HH/gnH4r/aW8Iaj4jjj1vwr4H02O71bR0EEzLqNtEZIpC6sBFmGWOQCc/Nt3A/nB8Lf2A/Av7WXx2+EHwV/YV/4I7/ABG/Zq+Dngn4s6V8QPix8QfjXo02na1rj6WJfsmlWy3lzc3U0TmaUcSlFLh9qbfnAP3JooooAKKKKACiiigAooooAKKKKAPJP2/CR+wl8ayP+iSeJP8A013FfzU6ZcBflVv4uua/pV/b/OP2D/jYR/0SPxJ/6a7iv5n9BV5cMy9H55oA3pHMmAhIweuK+v8ATb9vEnwV8M6yyh2Wx8pmJ/u8V8j2duWkGE4HHSvqf4JyDV/gLY2ezLWt1LHjPSgDs/g3rv2N7rTZFASeEqV7EHrXzL8e/A58I/Eq9jtB/ot63n25HTBPI/OvobwmZNK1eGRxx5mDgdRXIftOeEBrVm+pWyZm06RnVAOTE3X8utAHzZqWl+apPljOOcCuQ1bw8sxeNo+h7ivS5I0liChAT35rmdat44Zy5HXtQB5b4k8IJPGRtAJHPFeFfGT4YgrJeQRZIHzDbX1TqthFLCfl4I4Nec+OfD8FzC8TwqMjnIoA+GPFGhS6PfMNvyE/kay69g+MPgb7FPMyphGJxx0r7g+Kf7OX7Afwy/ak8Ofsgr/wTk8Xa3Hq9jokN1450zxbqfmLJe2sMklyibjDiNpSxBG3CnNAH5f10vwlnW38a27ueqsP0rS/aS+GeifBn4+eL/hV4b1walp+ga9cWVnfBgfOjRyFJI4JxwfcVheAHaLxTbTKfuNk0AfaHw11K+0w2uq6ZcvFPGweF0b5ga/QD9l343WfjrR4rG/nWHUYYwJoWP3v9oexr87vhZdTX9pbeSOTgYNe+eA5dX8MX8Gt6RcvDcQkFSh4PsfUUAfrb+zz8ZDpESeGPEN1us5eInZv9Wf8K+h/CGoW2lX9vNDskglkUrInpmvzd/Z/+OOmeNtOisL5hb6jGg82Et97HcV9TfBb4x32mSLousTtNaY+WRm5SgD7Jm8QWeqxSWesWvm2kmCuCSdw6H65rgfiN4ch1LVGTRrswgKVZXbisHRfG7z2ouNL1IuVbK4fj8RV19ak1JyZp8b/AL2Tg0Acfr/gG/1C3a3a8Rtkx+dZMgitb4c6BqOgTyWt5dqse3C5lB4/CopnRppbb+0I0BmIHzjip7bVLO1mwuowkr8pJYE0AeveA9X8P6DBHZ2xBRWLu+fvuepPrVLxv4j0O4RtV1W5WOFFJCLxnBPWvNr34geGfD9m17da6keOWX3ry/4j/Fi+8WSD7NcGOxx8nONw9aAK37SnxefxPbJY6NK8dpDKQV/vnsa+Y/iT46s/D2nTXt7dKioMksa6n4x/E3Q/DelSSalqG0qT5SbuWP0r5E+Jvi/xH461F5bmQi1Qny4VbqPU0Acb8avHOrfEXVZJJHZbKNj5MXZvc14F8S7FLLczQD5lPNe5arYqYiSMACvK/ixoqTWLORkA80AfFf7Qdrvvo7xEwFlIY4654/pXmle5/GnwrJcJPbCPv+747V4fcQSW0zW8y4ZDgigBlFFT6dZSX94ltGudzc0AdH8OfDDatfLK8RJLYTIr6b+G3gaHS7KJBEMkAtxzmuA+BPgMNcrM8I2xrx9a+ifDHh2OGFQSB7mgCfQ9MEcaqYhmuk02AgbQpwPeprDRIxGqIRz1NaA0xIAAj5/2aAL2j2KBlG37wr6P/Yf8Jp4eudY+M2qREJptlJBp24dZWGMj/PrXjfw18E3fifUY4CjLAoBmmA6D0HvX1Jb2ieEvAtl4K02ARo6ieWNR04wgP4ZJ+tAHNagJby9M1zktI5aQ56nOTWjqTx6d8J/E14p66ayDB7nimtYSod55PH3ucUvxDtmg+DutIEw0kK7sfWgD5D1HSnQCYjJGeM1zvixGSwZl7Lz7Cu/vbMSIARk88iuF8bQmKCaIjgrQB/V7RRRQAUUUUAFFFFABRRRQB/EV/wAFYf8AlKX+0p/2X7xj/wCnu8r58Od+wc19Kf8ABYPRbPRP+Cpn7RAstdt78XPxv8WTyG3BHkO+s3bNE2f4lJwe2RXzx4dsTqHiGx08jPn3caYxnqwFAH31+yH4jh8S+GPGX7OPmKok+FF06pKEA3hPM7qCTXgv7MX/AATY/ak/aP8ADEfxK+GGheH59JNy0Pmaj4v0+zk3r1/dzzK2PfFfTX7Ff7XFjqP7XMf7PsnwO8AWsep+H7nRG8QweHUTUWP2cqCZiC2Sa+IYNH1Tw54+1bw4LuaP7HrVxAUVyB8krL0/CgD7P0X9hz45/sz+J/CN/wDFbTtEgjvtetkt/wCzPEtnfNlZEJyLeVyv41+i3iH4J3Pgz9v3xb8dvi7fQeGfDNjPHd2+q30i5upBDEY44kyWcsVxwOO9fmB+zJYzyeMPD8ssruRrNpy7E/8ALVa+6v22tEin/a18Y3Uw3sdQjwXJOB5MfSgDjPG0mjfEb4ha14uurdmj1TU5riNmXD7WYkZ98VzniX4eiygN1prFocZ2v1FdPpNptYErhQO9bT6Wk1gyMoKsvfoaAPAtb0OfynUDnGRtrS8G2S65ZPYpGqXMaZ/3wBzXReJ/D/2W6e2C/KVJ4rN8GWZsNbtpogBtlAf3XvQBn6x4Inm0d7mONd1u+TjqRWBLpGIRMoIx97Ir6D1XwVEgmaOMNHNHkKB0BrzPV/C409nheDgMeSO1AEHwo1248O6jHKh/d+cpYew9K/S/9nf4w2fiPwfaaNPeYcQgwO7deOn51+Z+iaa9tODGoxu6CvpH9nTxlJYWa6XPcFZImBifd2oA+8YPEpu1C3I/eou11J64qxHqsNzEUAIP6V594U8VDWLSGd5QJlULNz1bHX8a37XUGjlMUjBTnIb1FAHX+HtUjs7sLJuKtwQK61vPuIdjkAMuY2zivPdIvlmmDl1OD6121rex3GnmIzDcFGPm6UALNos0QE9590sAcHqKv21ppr7LgzKUHb0/Cq0d+Zrf7FfMSVHyPnrWXeauumgRudzA8Y6UAdaLC3hvI7i3jDpJ90+hrelgsZwJRZEyKuGANcFYfEV4YEgazjI3Y3Z5H0rvfD2sRXkC3K2xJKcn1oArWCXsc7AxgR/yrzv4naRqN14tihs7NpBIAVKdMe5r0DWNUmV2kCmMA42g9aw9eu5r7SU+wOEkjf52HUigDmoPD50+WMauqunJMKv6etbWk6np+4x2GhRROcguBnisLWbyZPLQEuVOCT71q6F5Wk2xknyxcZbPb2oALjQHn5mnAAJLAdBXBeK7jSbBp3tljyAczYAx9K7Lx34qt7KwaCB/LLr84HXFeGeMNYn1OWSON2WNRgIG/WgDzX4t+IrO/vXgtLYzNyu9hgEmvif9tT4o3Pg5X0/SI4479h5NuRzt/vNX2p4itLO0F1rmouFh0+3aeXd7A1+Yfx/8WXHxH+I19r02VgE7LbpnIVc9fxoA8PvtJnnvZLq5G6SVyzN6k1k6how3bRHx716TF4Y+3ozP8nPyk1ga1octjceQy9ejY60AclZ6OFgZ/Lx61G+l5YgIPrXWf2SqWYG0Z29cVDaaG8rny4849BQBxmoaJuQgrxXB+I9CCSuVT68V7Vqnh6WGNmdcAiuG8RaJnflaAPFdYsGs7kkJhW/Sq4woCj6muv1vQGuJ5IgnyqCWPoK491KzlT1BNAHQ+BLOG51JJbp9ib8FsZr6Z+Gd7pVhZ2sdjEjmNlzLFkbh6Y7mvmTwjdCFfKYrhmzzXs/wZ16Z72CxaT92khIAPGTQB+lP/BPWXV/FPxQjvY45XhtLYmRPJ2EDHHNfvx+xs1w37Nnho3WN+y6ztGB/x9zY/SvxE/4J0aRf6XbRajcWrF5mG+RDjKYHHvX7e/se3ltf/s5+Hbq0Eojb7WF8+PY3F3MDkfUceo5oA9MooooAKKKKACiiigAr+YH/AIPVv+UpvgH/ALN/0r/0+a5X9P1fzA/8Hq3/AClN8A/9m/6V/wCnzXKAPyBooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP3+/wCDGP8A5ui/7kn/ANz9fv8AV+AP/BjH/wA3Rf8Ack/+5+v3+oA8h/4KCNt/YK+NzZxj4Q+JTn/uF3NfzPeEp9x2hjy3fvX9L3/BQ5/L/YB+OUnHy/B7xMef+wVc1/M74CuYroo6x42ckZoA7/TLXbGrEHOPSvpL9l5Zbv4Y6jAEyIbwFfbK18+6RAHZc9gMgdq+m/2VNMeLwHqCODia7AXA64U0AX47SaG78wD7rDrTPiHYSzWMWqoocMm2TPT3zXV3HhmbeZchBnHzGmXOgG70ea1DiQNyqkYwe1AHyr8SfBh8PXf9q6dERaTEkAf8s264rzrxEQwyVHXnNfTHjzw/a6bpl1capjykB3ROPlavl3xnfyXOpS/2ZalITIQq9eM0AZV6gHy5ypHArk/FFoJAwC8kV2MGm3lz8zxtjFU9W8OTP/rYSPw6UAfN/wAXPDIureQNFyRycV9g/HD/AIKseP8A4e/8FBm+Cl38ZIb74QeIvCOk+G9QNoIiNKE2mwRtdQzqu9HilOSc9Awrwr4h+DBLbyb4+fXFfMnxk8CLE0t1bQAEZJIHWgDkP2iPhxN8JfjZ4l+H8vie11pdO1aVIdXsroTxXkZYlZQ4J3blIP1qr8M9Ilm1H7dJCSgIAOPetH4P/AzxF8Ur2V0ieCygB33LLwW9B617H4X+Cl74PEdhqVoOuRKB8rCgD0b4HWBFtDMyfKSML7V9E+HLYSRLGIsHvntXjHwt8P3+nmORYmMYxtCjpXuXhOMMI2d/nI5PrQB1HhZbrTLpNTsLh4Z4TlXU4xX0H8JP2jmlkh0fxTiGXhVmHCn618+27PbsXUYPcetW7G6vL7UI9sWVDfMFzQB+hPw08VXt7eRw2t9IiOoJkU5UCu/8S6tr8F0q6VqCXKrGMDOMnFfC3w++J3j7wc6XGk6zKsY6xOdyH8K9Y0D9obxfcxG5vYkfIydknIoA9W1/xb8QoNRkH9jBVzkMSaj0bUvHeo3BKDy2xnlSP515Brn7Q2q3evC2k0+YgKN+18mtXwz8e9X1ZJoLbQ3i2QkxzM/OB60AerHwVe3Nwbzxdr/7tfmKF6yfjn8SvA+k+GFtvDTQLJDCI1lDcFscg+pryXxB458S6zG76jrjLGRnakm0V5xrd/ea1qDs1zJ9mjJEeTx9R/jQBy/xNnu9duTq+pawbhyTkOMBeegFcLqE9rAjxwlWZhwFrqPFljJrUv2e3kk2xn5ih+8a5nUPDN9pkYuEgd1Jw3yE4oA5rU7UsuHx8w+avO/iFZh9OlVo9yAHHFep61pN9Bam5eMkYztA5ArgtbtZbtZraSMksCUXsKAPmbx94b/tGV2MQ3AEEY7V4H8Ufh1Jb3Dalp0eWA+ZB3FfYnjHwZctMXjti4PdeFB964TX/gBr/imF7kFLaEdTtyT9KAPjVlKkqwwR1BrtPhZ4QvtRuhfPbkIWAQkda9r0v9kDR49Te/1O1nn3thEIIGfWvXvhh+xpb30sc1o88KR4Kq68D86AMv4R/D1tP0mJnX52wW4r1bS/C8kcQ2pkkcCus0P9nDxHpkC/ZL+3kVR91jg10Vn8L/FthIPOsAQFyCjgg0AcFHpd3ar/AKs57cU+0ubq3n8ya3JCsDgivSk8M38Z8u603HHORTH8Jx3hMK2i73YAALQB6h8EG0LX9PtNTtI4o44AGuIgQCWHavSWuF1C7d58fO+ev5CvJPAHgHUvCt6jWEyoJVX7VAzcY7ke4r2TStLhd0aIeYNufOH8VAEw8PyTrmKEsp5wBVP4g6JM3w91O0kjwHtiAPcV01l9ptFIeIscYVgpAFQeJL+1m0uWznQfOhByOKAPi/VQLZnXOK4D4jAJayFT/CTn8K9X+K2ippOs3Eduo2hiw54APavHfiRdn+z3cAjEfP0xQB/WBRRRQAUUUUAFFFFABRRRQB/ET/wViYn/AIKlftKZPT4/+Mv/AE93leUfBa+8A6Z8VtC1T4oXd7BoNtqEcupSadCJJhGpydqnqa9W/wCCsQP/AA9K/aUz/wBF/wDGX/p7vK+fySRj0oA+jvhB8dP2evhd/wAFAtP+OcOs+IZPA9hrpvFlFmv214v7pTOM9utUfitrnwz8cftB+I/Gvwgkvz4d1jW5rzT/AO0oQk6rI5cqwHoTXz+i7nC+pr1b4Y2hE9sqjPI4oA+r/wBm6XRdD8R6NrHiJ7hbG01CGe6NpGGk2IwY7Qep4r7Z+OXxA8I/Hf4n6j8UfBmnajaWWrypKkWqRKso+RVPCk8fLXxF8LbVmtYLdV6so/Wvsnwrohj0O2hMJxHEo6Y5xQA620UiHLKAuflOOtaUGkT3FrthjLHpj0rR8PaeJZGBBfsFC8CuqtvC0kOlSTmFt+N3yjPFAHh/jrw3dWt35ksPJXAI6VieEPDxmu5ZgvEfU4r1bxBpi6pZyrMmSAcH0rnfB2i+QJGZCTI2AKAPRvA3hF/E3hpJyPnSHaSR6CvOfiT8PpdNgmRkbdvyGxXuPw9h/sjwqsIUFnfJ47bRxVPxHpWk65FJp16V3MMKW6j8aAPluz0ma3uwHjP3ucV6F4Skms3S5tm+ZQMgd6v+IfAI0y9aM2wAB4I71PpOgKkfmRkjpkYoA9++FvjtprWCaVfvxgMM9x3r17RtTh1uwWaJvnTg+tfNXw4WURtZwSHzEG6IZr1fwJ4rnsnETKd4wJEbv70AeraXc+U2x+ue1b+m6hfEOkUbHjjmuT0e+ivjHcQvxnkDtXZ2blrFmjdSwHG080AFrrmoeb9mvVPln+I9RWrdQWTaXmRyXfAifP61zd3eO4/eKRzyaoeIfEtzYNbw2k2PLjGQeRyaAOp/sOddPBiTOG+8T1rsPh5rU9vaNpeoTE4GYznkVw+n+MXk06KOZV5XJIHFXtK11YFkmEigBTgmgDvNTnSSNkeQllPzH27GudN7PbXpgZcq54GOKyLT4oQahKlm6p5sYxuH8a+9aX9pwSMsiTqzFcx4/lQBbl0FU/4m8i5VCWaMiue1bxzDAWme3QxpnCjjmta+8USWdk63T/IR8wPf2rzTx3FJqEBvdNf92uS8anmgCp4l8X6dqEklxczzku3PIwK4fxF4j0SxgllgR5HA43dKLvUfMDID07Z5rg/iDri6dp1y8kgAWMnmgDzn9pHxxqzeC7jSNOuNjaoHjlKnouOgr4o8dfC6707/AEkMZFY5PycivqT4gXVx4laxtAuVjj3lg3djmp7zwFoWo6J5txY7ltUGWZOrEfrQB8gHwyNOtBbSr823JyvNcfr2kx3MmM8xnjjtXunxI8L2ejTXd1cLsiUkLnrz2FeQSxrfX5KIQvpjmgDAHh570CCBPqSOAPWtW28KWlha7IRuPc11Wm6DBbaT5xX55TyT6UHTFWHHIOTigDgvEGgRzadLsUllGSMV5nrulhi5A4xXvculiUlHj4YYbHevLvFPhxrLXZtOcY+f5eeq0AeMeNdLOmWICDD3Ckv7L2ryzV7QwXvmDowr274lW6TX7xoPlUbVA7CvJ/EOm73IC8q1AFfRpAsYRIwWHevYP2a/C1z4x8c6f4fS7MTXE6qzDsM15R4esHcb14bHPFfUH/BPf4eSeMvjXpFi0ixCOdZGmHYDmgD9e/2EfBNp4O0zT4nuxcorMMSDksFHGPrX69fsuXMd38CdCuIo9qsLnC+n+kyivzP/AGY/DOk22ye2mSZoy244CjPTP1r9MP2XbWCy+BWhW1sTsX7TjJz1upT/AFoA7+iiigAooooAKKKKACv5g/8Ag9Ujkf8A4Km+ASkbEf8ACgNK6D/qOa5X9PlfzFf8HperX1j/AMFSPAUNtNtU/AHSyRjv/beuf4UAfj15Mv8Azyb/AL5o8mX/AJ5N/wB81b/4SDVf+fn9KP8AhINV/wCfj9KAKnky/wDPJv8AvmjyZf8Ank3/AHzVr+3tT/5+P0pDrmpHrcfpQBW8qUdY2/Kk8uT/AJ5t+VWTrOon/l4P5U06tfnrcGgCDy5P+ebflRsf+4fyqY6jfHrctTft13/z3agCMRyHoh/Kl8mb/nk3/fNSpqV8hytw1Sf23qg/5fGoAr/Z5z0hf/vk05LK8lYJHayMT0AQnNWE8RaxH929YfgK7T4IePP7G+I2k6jq0rTrDeI/lyY2nB7jvQBx6eEfFUgzH4bv2B9LRz/Snp4H8Zyfc8J6kfpZSf4V+tXwz/a/0aAxWKeGdL8qSNSjNZR8cfSvpT4NftV+CvNhivfCujucjO7T4uf/AB2gD8BB8P8Ax0eng3VP/ACT/ClHw98eE4HgvVT9NPk/wr+oLwp8efhXqVurx+EdE3H7ynTYcj/x2u98I/E/4c6veJFH4N0EknjOlQ//ABNAH8oP/CufiB/0I+rf+C6T/wCJo/4Vz8QP+hH1f/wXSf8AxNf196f48+FbXn2KXwV4fDjgL/ZUPP8A47VjVvib8GdAV0vvBOgtIeiLpEJIH/fNAH8fn/CufiB/0I+r/wDguk/+Jo/4Vz8QP+hH1f8A8F0n/wATX9fcPxZ+EQjW6Pw40nymPB/sWHGP++a29G8VfCfV8XOn+BdC2AZZH0iHP/oNAH8dP/CufiB/0I+r/wDguk/+JpG+Hnj1fveCtVH10+T/AAr+wnX/ABV4AhkaOH4eeHwM8MdKh/8Aia8q8ZfF7wDpty0Vz4L0EFGOSNLh/wDiaAP5Sj8P/HQ6+DdU/wDACT/CmP4H8aRnD+EtSH1sZP8ACv6cvGn7TPww0e2cweDdCaU9F/syHH/oNeE+Pv2pvCs11JIvhjRhuPG3T4gB/wCO0AfgC3g7xan3vDGoD62b/wCFRTeHPEFsM3GiXaf79uw/pX7M/Ez9rnQbFTbw6HpPzHkixj4H5V8p/tP/ALSkXimCaLTbOziCRZ/dWyDp9BQB8GHTNRHWwmH1jNNNhfDrZy/9+zXpmv8Axj8QQyswaMgn/nmKwbr4y69K2QqZ9kFAHHtbzp9+Bx9VNN2P/cP5V0F/8QtQ1FSlzbRsD/s4rFmv5XfdEWT2DUAQ7H/un8qNrehpxubgnJmb86QyyHrIfzoAbg+howfQ07zZB/Gfzo82T++aAG4PoaMH0NO82X++fzpftE3/AD0NADMH0NGD6GpPtU39+lF5OBjd+lAEWD6Gl2t/dP5VKL64HcflXqP7Evwj0P8AaR/a/wDhn8AfGF/cWuleMvG+maNqFxZYEsUNxcpE7JuBG4BjjIoA/af/AIMYwR/w1Fkf9CT/AO5+v3+r8Lv+DNzwfYfDn43ftpfDfSbiSWz8PeKfDOmWks2N7xQXPiKJWbHGSEBPvX7o0AeM/wDBRyTyv+Cefx4lJ+78GfFB/wDKTc1/Mp8HroXkKtgbScEmv6ZP+Cl7+X/wTh/aBk/u/BLxWf8Ayj3VfzBfs+6mbuwicHjPFAH0H4YtDKcEeg6V9a/AM2vh7wFa2z2/zyBpXJHUk/4V8qeCGLMrMAeegr6o+FM0N3oltNJHujMYUJnjNAG7qsup6lestgNkWfmJ9fWqtxYarac29w7ZXlMHJ9661LODyy6OqBf73FYfiDWL1EFro8aSXDyYVkGdvvQB4v8AGa31rxBE+hWqKu7mSRzgZ9PrXheu+CH06cR3Nv8AOG52ng/419U/EDw/plhdx2T3pkuRGHuQi8Fzzya8g+JOnw/aIwyLlTjrQBwFj4egjtlP2YHjPSoNS8MXmoxmGysdxPGAOa9D8NeF01mWKzVAA33mHYeta174A1DTJI/7MhaRXkC4K88nGeKAPnnW/gR4z1oNG1lFGrDhpJOg/CuD179jO0uZ2l8Rytc558qMYWvtLXPhvfaVYfa7q4WQNgsoHSuR1jw1ZsSZX5UcjNAHzZ4c+B1v4cs10vStKWC3VvuKABWlqPw7gmUWUlpvAGGwte5aP4HvPEerQ6NoGnSXFxO4WNEXPNfQvw1/4J9aDbmPWfirq9xLNIoYaZZDbt9NzdfyoA+IPC/gaTw46Dy90RX5fl5X2Ndp4c8GTahqSR6VGxYjLJjjFfoTZfswfCXSLP7JpvwYtmTZgS3kZdm9yTTtD/ZQ+EoEksHgkabM4zK1tIQMegBoA+LbX4XX9/OkMA8tv4hJ0P411Np8KNehIeBIADgAhgK9a+Lfwm0nwbJLdeGLk38sRO21JAx+I615Be/F/wAf6TP9im8PWtssbfckibI/M0AXbTQLzQ7lYNWkUqzYBUEgfjUnxM0L4ieDNMh8R+EpUmsZF+Z4V3YPupHFX/B3xE03X5o5dc0dHKTqZYgxAAzyynqK9R1DWdIlsksLLTlW2wTHG7bsk/WgD4p8XfHj4s6d4gdhfRRyR/cc2Cbh+JFWfAfx6+O2vvc2kXiy9cN1S3twB16YC17d8R5rO11h0fRbaPdk5+zLyPyp/gO5mtSJ7aMRbwCAiBc8+wFAHI+EdF+NHj7UILG9mvQkjgSS3UZAUdzgivXPGXw1vbJV0DStPmZIbYeZdt0kIHLHAwO/FdJpGpXz2iNGwDZ+Zj6+mazviRrXiObRGsGvZRDIQZMHGVHOPpxQBwl74S0PRLBWLBXZQZHJ4JwP0rLup4jG1tYWiuGGN4YAfryaw9d1Hxn451WbTvCltIIIOC49OmM/hWr4A/ZY8deJZjdeIdVmsoN33i5yRQAh8HwarD5dzAsbbeqr8rH0rPt/2NfHvj52v/DWgfZrdW/ey3Y2Jj1XPJr6O+FnwRsPAXlz6ZI2rTJyyX53fkOle46fFosuhi/1w/Z40X95CTt247Y9KAPgu4/4Jx+IdQhzJ440jf2hCEAH3OetcB47/YW+NPgSU3cuh/2lpwGTPpzb1Ue4HIr7r8a/H74EeC9XGi6nppkWdt2+GIlVPQ5NdDoN74W8RaSfF/w51dJ7cj97Du3YHcY/pQB+Yth8NrhbjyJowm04KsnzLXoXhTwpa6faqrKDt4HFfWPxm+APhT4q2T674csYNP1ZV+ZoEAEh9wK8Tj+C3j/T5jpdxojblbHmD7p96AMDTfDsU5xDEc56ICTmtQ+BdW8vdOGiTPCuvzY+lexfB34K/wBkibVtajEkwRfLjI+7k8mtv4r+D9OE8GoQygsYNpiTjn1oA+c9X8Oz2LASAPG33HI6+1U9KsLNNYhLRABWJI9xXf8Aiy2tPsbWci7ecp3wa801bVTpOsoCQAGwWIxQB6B4Y02O8uZC08cbMwCPIOM+hA616Fomhan4cKRSKs9nIcxTK/3T6fnXmng0Sak37uZlIUMGDe9eh6VqAm046W9xIqhSVCvwcUAdMhtzC8QjUAnpvOfyrl/GkUYtWikAH93b1/GobnUpNKmV7eYncuWO7r7Vz3iTW5NQDfPsyeT1yPrQB4F8XD5msTqEwFbBbP3vevnr4qXpg0eZ3I4DDnsK9/8AixfQ3Gp3MiAYViox7d6+a/jnfLa6LMijkg8UAf11UUUUAFFFFABRRRQAUUUUAfyr+PPgz+wd8Rf2wf2+viv+1t8H/HHiW/8Aht8avE2p6enhTxnFpaTwy+IbyExMHtpfmB+bd6cYr5M/a0/Z2/Zll+AmhftY/sgXHiez8M6jrM2k6t4b8X3UNzd6ddIAwImhVVdGU8EqDxX1/rnw88c/FH9pX/gp54L+HXhS/wBa1a7+IWv/AGbTtNtmmmlx4puydqqCTXzh8cfC3xC/ZY/4Jqad+zj8avC0+geJ/Evjx9ai0TUE23UVokIRZHXqoY9M0AfHGnp5t9HH6tXsfwvtN11C4HRq8l8Ow+bqAJHSvafhjGsTQv8A7eKAPqL4JWhuL+wg2kh7hOp6819kWtsywQiHDALyuc4r5Y/ZY0VtT1y3umTcsDKx5r6ssnSSZYpwDsXAB9aAOt8HR21nEb24YLFGNzAKK3tM8VXOqJczWjkRocLGMYCVwHjHWo9F0i10pGxJcvulGf4ah0vUZomRrW4KhlwQDQBqaysMkk00MAVSD8o7VmeFtCMyRzxxlgeTtH3at6pcfZtKkmYkEggHPUmmfDmQtG8LDJVgM57UAejeH45rXTwC+1QnIauO166mm1KSQOQQ/wB4HtXU2rR21vktkEdDXM6nbJ/acjrGyknggUAPguLDWbVYb9x5inashH86jfQTpt15TKQrDKPjrVKSECTPl854fuK6PRJry4iS1bMyvyvGdtAD/Dsb6fepdwL8yenf2rtNj+QNTtmKO4Bz7+lJ4b8IwEDBBYrkv/d9q0JNLaGcQK25GOPxoA2/A3iu7t3Rbi5CktyG6EV6Lo3iy2juMmZslhgcV5RFZSWt0qSR4x0OK2tOacTgk52nIXPWgD0zVtZgfdKqk56EniuN8XXuoTSB4Wwdo2gGoW8RRPmGK63k8bSMEUy8dpolkdFzgZoA2bHWNSt9Pg89lYheV71r2Oty3dqyxhhnqAcYrCt4YBZxLI2Pl6Ka3/C0cM4e3TAAXP1oAzZAyO7xggnqc4ro/B3iPDLY3bkRn7jsfutWPqMbpdYk2qgHQ96jvdYs9H087CNzcqp4x70Ad34ijOoWX2RGEmDnzAfvVxN8bnS5SshypPIP9ag8JfE6CO6/s28lRoWOMjnBrr9f0m21HRHvoJAyqu9ZM9PY0Aeb694Z0rUYJL2y/cXAG7GflY+lfKvx58d6hHrVz4bkBjVOJhjr7A1778TPGsumQSW1m37wnCgH9a8n1mxsvFds1hrlmrvIDmUj5hQB5locUmq6VFe4LStw2BXZW2iXs/h6PRZsgyvuZmJq34c+EWueGDHcWds13au/VRkqM12PiltF8K+HRqMtyo2pypHIJHSgD5A/abtYY9fOh2pAitk+bb/E3rXjdppf+lIfLGCwBIr2P4uB9c1y61NE+V2OCe/Neewaf5UiyFDwRwKAJ73TgtnHEU7jkdqc2jJ5YkO447Ec1pzxiW2iKH7xGATVtLeQW5ibBJ9BQBy19psX2RjFFjBwSRXDeNPCUl0U1yOP54QUmA9Oxr1O50ho4GkdSwc+vFZ2n6VBcag+lzj93PC6Hcc9VOKAPkDxpZrJeO2cAk4968z8SWRjuyir35r2Tx7o8uja1eaddKVeCVkIP1rzXXNMM1wA0fJbrQBS8KeHjIAXGFZe1fan/BL7wlpi/Faz1O4tZi8XyoigfPnrnNfMHh6wEVumn/2esjugI45r7P8A+CYMdvYeL7gXOlqnlJuBfnY3brQB+qnwl02xs7mafR9kEMSAtBHyGJ6/jX6F/siyzTfs8+H5Z4TGx+1/Iew+1zY/TFfm94IuSnlm0fcpdWuJI1OMEc5r9IP2QneT9nfw87sSf9LwSO32ubH6UAelUUUUAFFFFABRRRQAV/MD/wAHq3/KU3wD/wBm/wClf+nzXK/p+r+YH/g9W/5Sm+Af+zf9K/8AT5rlAH5A0UU5YZW+7GT+FADaKmTT7t/uxGrMXh3UphlIqAKFFaI8OXinEikH0xTx4auO4NAGXRWunhub+4T+FTxeGZCcGH9KAMGlEbngIfyrq7XwizlQI+fpWxYfD95GwYO/pQBwEdldSnCQmt3wf4dvv7aguCh+RweBXf6d8MpDgmIZz1Irp/DXgLyZw8FtvK9eOKAPR/AdtqdzFbIbhgPKBU+or2nwJd69YXkO+dv3eMnPFcJ8L/C1xLYqHX7mAOOlev6B4fWG0ZCoLsMZ9KAPWvhp4x1S7iDJfYI4xmvbPhV4v1i21FDLcnB5Lk9BXgfwo0W9FyiW1szKMbtq9K9q8OWk+nGM3FvIvPB2npQB6/aeK9Sv9V8nT78Bzyu44P51Q8aeM9T0uCKfVZJXdnKkxEnHPtSeEtNudZaNLWZIjH94OeSM103jfR9HvNEEN2qj5TtaMdWGOfxoAi0PxbrU/h5NRe3nW0SPBfzgd3vs61a8M/EHVNWkNlpd6Y4ghL+YrKw9xXm+l+LniddKh8PTXIgJDTIT8oPrXpHw3stNuh5ywbFlhPyyKeGoAsz+OtRiglhOq72GdkjHofxr59+Jfje/vNRktluCWZzubnk5r3nW/C+iytIjuinnc4OCD+FeR+P/AA1o1t5scdsGl5HmN3HrQB87+Pr7UBdyRm5YjcRuB6V5P4xbU/mENyzSHI68V7h8R/DIs4vOtCXZyd6qOMV494k0lYZWaKR1Y9QfWgDxXxnoOquHeWdyOSzGvF/GXhbUdRvJyHcRsMHPpX0l4n029vt0TwsiZwfeuM1fwhO8bym3GCMDC0AfLmrfD6eWNlck8kVz978N9QiXzIdx/CvozWfh7cPNvt4cc8+hrNm8EyRoDcWwx6haAPm+68M6nakho81TksrqL70Rr6E1b4e2V6paNUDemK4zXvh68LkLGMg9qAPLBBMekZ/Km7HzjafyrvJPBzwKWaIccVnv4YIJ3R49yKAOUEUh6IaXyJf7tdUnht84EeT2GK0LH4fateLmDT3PGfu0AcIY5F6ofyptdle+C9UhB/4lkpwcH92ayrvQp4mKSWbqfRkNAGFRV+bR5QNwjI/CqslpLHnK0ARV237Nvxw139mj4/8Agz9oTwxpFrf6j4L8S2etWNlfFhDPLbTLKqPtIO0lQDg5xXEkFTgiigD+hr/gyw8dX/xQ+JP7YfxL1Wzit7rxFrnhTU7m3gJ2RSXE3iGVlXPOAXIGecCv3ir8Af8Agxj/AObov+5J/wDc/X7/AFAHhf8AwVBl8j/gmj+0RP8A3PgX4tb8tGu6/la/Zc8SCe1jiEo4b17V/U5/wVckMP8AwS4/aTmU8p8AvGJH4aJeV/Iz+yP4yLzxxNKMsQGz60AfoF8PJFlRH3A5wa+jPhJrhg0+KLdhUODg18vfCrUI5IInV+wBNe1eB/EDaXPvkcmJvvgHp70Ae8Ta0+pSC2tjtfoCe9Vb3SdSsnN5HffdUCQnjGRziue0nxHbXKQ3UFyGw42srcn61s65q8N1CtvFcHaWy5Y9eOKAOM8a+ZDKb6K4LFuWGefrXkHjzXWu9VW1jGQgGTXqHxA1y1so5kDCSQx/IFPAxXidpN9v1ie4mBf5jz70Aep/CiO3eBSxBklIUA9q9x8CeFtCklE2pRbniOVGcjNfP/wl1GHT9cit5iVUt8pbsT0r33w7ePby+csmW25JXkH2oA2/FnwUtvFOmXU+kXIR5ISRG3Qn1ry6L9lvxfqF7tvbmKKFjgvjnFexR+Kzp1g8zq8eVwjgZGTTbXxtJJAJZ2DL229qAD4M/BnwZ8IpBq0dutxdxru86Tkk+3pXXeP/AI1aT8IvDD/EHV7dJ7q6fZY2j/eZsHGB6DrXP3HjPQNI05/E+u34itIF3MH/AIz6Cvnb4q/EfV/jL4nOrXWYtPg+Wwtg3CL649TQB6r4G/a++MnjfxFNf3FvapZQtuMPldz91c16xL8eG8WW0fhs2Atr6WLM0g4CD615l+z38GpJdEhluUZI5iJpiRyxxwo/Csb46eNvDHw2+06lq2uw2jlisMUJy+B0wB1NAHd+JtH8M2rLFLdfaJWyZGU9DXG3PgPwV41uXsr21MqA4UmPkfQ14lon7Zr65cSaFYabiQ8JcTfecf0rs/ht+0HrllrUclwLVlV+UeLhh3oAf4j+BaeA/EqahpErzWTfeib+HvXYB9Dj06DUVmBVOgxyK6PUvGuleKLM3WnWieXOfnhPO09x9Kg8O/C+XU7a6tcbbW4hYr5vymM9sHuKAPHvHV34b1jxK6RX0DBiBhzgjJrW8Lnw5DHNAZI96jC4Q8Yrivix+zz440zxRO+l6spiL5Rkckio/h54B+IN0s+k3eu3L9siJs/mRQB6XbfEPw/GY9KtEMkruAvbnPatDx9KbxYfC9nHuuJlG/8A2OP8Km+E/wAANE8M6pDq/iLUWmkTlEbHX35rrPiJ4S0jw/jXoL+FknuSAYzlzuHAPoBzQBR+HngDwf4D8OmWLy1KrvuLubqznsKw/F/7QHgfw/fhNPEly8ZxIQOCayPih43kj0pNOslZgo2nnABxyfevDtYuWa6Z53O5iTn0NAH0n4Q/aX+Hty3n3ryWT5++w4Bret/iFN481VZrDU4b3SJX8uQQS5yDxn2r4V8d+Nn02D7DaTHfIOma1/2cfGvjmPxxZW3g25niRrhftSkkpszzkdKAPqv42fs/3F/aStpu91I8yEEcg9q8i+DnxT8VfBPxhJFOZHsJH2X9k+cYzgkD1r7Q03xt4T8aaPHYySxJdBFD5AGWxjFeGfHP4B2upa5PqmlRhJZF3ZA4c+hoA76w8S6JcW8PiLQpTJa3ih1MbD5c9qde+KNNlZmWAMQMgmvEfhp4huPh9cS+FPEKSpZu/HUmFvUe1dZdeK/Dulb5V1vz0YZjSMZJ9qAPQdF8WQtHcjysMyqBgdua5jxNqhuRJcSuSAcgE1x1p8Wtbe7aKz06GG3cYBYZY+mTVt9dvtXgMtzEqgHkKKAOW+I95bLAkv3ZGU5A7jtXi/jvfdO0iknacn6V7ve+CYtZuP7V1e4YRYwsOcEiuZ1vwZ4ehlIh09ZDISqlhk0Ac18I/FiDT0jnk6fdbPp616VY6vCqtIJAwdsrt5rntT/Z/wBS0Tw6mseEsmTaWe2c/eJ5x+tcFqvjPVfCkJTVLe6s5YzgpsJDHsPzoA9Z1zWYp5jEgVVVQXLHGK4D4geNrWG0fT9LlDSNw8ingCuKl8Y63qame91GVg/JycZqlfXamPCMCMHdzmgDmfGtyRbse5yTzXzF+0h4gNtp0+X5EZ3HNfQfxB1YQWch39Aec18aftTeLytrcQxzcsCDz2oA/tZooooAKKKKACiiigAooooA/mB1X40+Ifhr+17/AMFIPiX4Cm/sDUNC+IWqKtzpTGJ5DF4qudzsR1Z8Et65NfPv/BfSCz8T/HDwL8a/D+tSX+m+LPANhO07TFwLoRjzlyehDHpXtPj7wt4SvvjX/wAFLItf+MXhHQb7X/in4mstG0vXdcitrm9lh8RXk7CONjlvl4GOp4r5h+Ifibw/+0N/wTJ8PXmrfEfRY/FXw68VXNs+j31+iXl3ZT4ZGhQnc6qRg+lAHyx4WtT5iyjvXs3w3tyiw5H8VeWeHLLEkagccV7F4DtdscIzjmgD7Q/Yx09Y9Au9XdQB5iqCfavoTwtLJq14RDHkbucjmvE/2a4U8O/Ce1lkwr3kpYZHUete2+EtQtvC3hm68Q3jY/gXPUsRxQBzfxE1Z9R8WypC+UtQI0BPHHWpNJ8Uw2VvGl8SGQ8YFYVtvvZ5L6XkyuWzn1NOu4l2BmHQ/nQB09z4sTWytvCCsSnq3c11Hw6TdKQp5JGR2rzjSJBHcbFGATXpfw4KMrAkFsDoaAOzmcRxFGjBAHGD0rFm86S4bcBtPfvWnK5MbKFxz61FYadd6vfpZWcW6SRuFFAGRJbJvLAHGOnpXa/Bzw1c6vcTm3geTaAF2rnBJq9b/DM2kYyVllI+YsflB9K9F+Fuj3fh3Q3uLK3VHkm+d1GM47UAcl46N34WuhoNufLlVczkdQTWXpus3kTKLuYupbJJ6iul+IGixapq8ur307pJI+WOMisJPDiuQ1vchx6EUAbttcG8VJhNnB4IrasNUjtjumgBIIAIFc3otvNaObaTIB6ZFaMX2gzESoeDwAOtAFfX7M20r3lm5Ubty80yfxpBBBFFfZU7RkgVY1Pe37l1PznHSs3xBpVtLAkaw8bRyKAOqi8RWstpBJbyl8p3rf8ADeuRqGccMwwa8ye2ltIoja7lKxgHdWvouqapbW+903EDg+tAHbTanHLfMzy9PevN/i78SbO1uW0+O8VNvX5scVLq3ia7hjmuFhdcDLNnivlH4qeIte8SeMb2BJ3RBKf3hY4C0AfQ/gn4n+HrW5/0jUkLBuhbNe0+Hvjho99oElhbNG42neqjnGK+FPhlYQw6qr3d7PcSFgSqjg19AaBrOheHIPtMN5DA7phhNKM0Abt/b22vSzXVqDLGzk7WHK89qxR4Td7gSGMsoPLCtvw3fQancodGu4Wc8hY5Ac/gK7C50vTZIyIv3N+IsmMr8jnHNAGF4av4dJhFhEA+fvg9vauc+M/g+x8X+HJmsHEM5kHydBU81pcLqZurcFSX+aMn+VWPFFtLNpgEDlHfllPUGgD5E+KfgfU9BSSG/gZcNwwHBFeXzWWFKjIHSvrnx/a2lxpk1pr1jvTIAYjnNeD+N/heba2fUfDriWAcmMcstAHnSanHa24huGwsbde9auha7oOsN9htr399n5UcYzXOeJrZ7ddkylWBwVIwa5W+uZrCRZ7SRkdWBVgec0AeqapaSwROhKgA8CsOCfN6CY1DqpG4fSovC3xBsfFEI0XU1MV4FwHY8Sn/ABpsqC21QQSxEYznn2oA8Q/aQ8JTTX8fi2yhDJOhW62jow7n8K8bi02O4vgZR8qn+tfVd9Dp9/He+HtSUNBeKyAkD5Ce9fPOreDr3QfE8+hXSDekp/FR0NAE/h7RJ5L6O6tYskEDk8AV9v8A7BXw31KGT+15gqSSOuVHIZfWvlTwJ4We5uY0EZw/8K1+kX7DngCW3+Fi3T2SxvcNs3Ockgd/agD3LTQ3ha0trbT9Wbzbi4BkYnI246Gv02/Yuup7z9mbwxcXEiu5S7BZECg4vJgOB7CvzKTwLewaxAkriSz3oco33cda/T39kKzhsP2dfDdpb/cWO5x+N1Mf60Aek0UUUAFFFFABRRRQAV/MJ/weoReb/wAFUPAK/wDVv+lf+nzXK/p7r+Zr/g8q0eTVP+Cqvw/UL8p+AmlKW9P+J3rlAH5DaR4Vv9RG60s3kx12rmuw0L4KeLNSVSumGMMMjcK9L+F/gC8niSLS9EkcZALBOD+Ne5eD/hvqOnokl4Ird8ZCOMnH5UAfNOkfs+a7aAXOr2Tsn91ErbtPhIbG8iMtqFRyVZHX7pAz/KvsfRBb6JapBf8AhSDUlXkymP5R+VUfE/hrwt4yPnHw7FbzoxYtEMA8YwB+NAHyZqvwD/tBTPY3kMbf3HOKyW+A/iiJjHHbQSYPVZBzX0p4j+HGl2bt9nm8liPuSc59xiuSTTk02/WGeUH5+N3AP50AeKv8HvENiu640hz6lFzVZ/CItZBHPYsjdw64r6g0vQrTUyFs9ThZyM+UZB+VbNp8MNI1ZPs3iLw3HPkffjTBFAHyjB4dWNwUgXnpxXR6B4aN1MF8vgY5Ar3jVv2P/wC03N54IvkYZz9klJytVrX4C+JfCc3ka7pEkTZ4Yr8p+hoA4Ww8AlUQRxBs+orpfD3w6lSTAiUZ64WvS/Cnw7mupIUNsDtYAjFen2fwet2VZ4bNVAIBkPC/SgDh/hh4KitdNUS243A8gjvXf2fhmO6ljtbe1+csAxx0rtvBPwqs1UKbczKvVxwo/wAa9D0XwNpVhMI/sMCgDLFjyaAOS+G3h+PwseXLbyDwK9V/0iSyWe3gJyB8wGRVO1TQrWcQAWpPQruBNdHY6Zp89usdrdmAsMBT92gCr4Z8S6rp9/FJDZfPu2klfvCvWCNNu9HFze2yFyuWifqnFeTS+HtV0q6Fxbs3DZBQ5BrqrrUrjUvDUypcNFd+UFYyArkHpQBnWviTwzpvmRxajbQAT/vwWAyg7V0+m+LPDb6VLFoV+JTIp2FDwtfNmveEm/tqSC/u7mUmXmJQQCc17r8NPAumaP4Vae0hJVlBDu/KHHK0AY2rarPpd+WubuabfyEBwB9aybpbHVNz3aedITkDstdB4y0SdiJcYiZRhQOprg9d1WbTI3jE/kog5PQtQA7XdBsZzGk0MeWH+rVARXB+Lfgx4Z1a6Z2sWR258xV6VW8Z/Gqz0iUQWBkaTbjcOef6VwOo/tNeJLG5Zr10e1Jwd0g3KPbFAFnxV8A9NgVjErsp6Mq5NeaeIfgnOkrJp12GU8FJUxXq2nfGDT9djS8t9VDRP12Ekr+Fbo0J9ctk1XSryO5jP342j5z+FAHzbqfwf1fS7Frq5sF2IpYkLxj61yGteD1ZMiBOfavtzwd8ML3xDC+mf2IzxSAho5hhWBHIBNcv4n/Y0udO1B7uSfNoSWEMSZdB6H1oA+CfFPg28tJ3ntYOp6Adq4/UfAXifWps6ZpNzM54wkRr9GoPgV8OtPXJ8MrM6jlrkZyfpWL4l8FadpkDG0trSxUD5VRFXNAH57P8AviZcAebo5gTqTM22ltvgDdQyb9Z1lCVPzQwrn9a+o/GV94N029dNV1fe4zhYzuJ/KuOSPS/EWobdO02S3tGJzPKmM0AeP6Z8PtLtrn7NpugebL2JXca63RPhtrUsqyX5S3iXH7oLXsfhbw94RsVxbRDKf62Tb94fU1Y1Lw3/b1+JdMtNsOcKo7+9AHDaR8OvAkGn3DTCGS8MuYVuBhR61zXirwZokzSRsbB8cbYVBNe1WHwS1fxDuhs7HkfflYYH41gfED4XeGfBW2K9jN3d9TFCcY9iaAPmTxX4I0aIyBLRSOcqYq828WeEbJ4mmsYRG6feT1FfRPirw+mss7MVswCfkXnj0JrzLxT8L9YjLTafdrcj+JEPzAUAeG3+mPGSCmKzXQo20ivQtb8PSwSNHPAQw4IIrkda0t7cltnGetAH70/8GMf/N0X/ck/+5+v3+r8Af8Agxj/AObov+5J/wDc/X7/AFAHgH/BWL/lFl+0t/2b/wCMv/THeV/GL+z74tbw74mjQy4UyDcPav7Ov+CsX/KLL9pb/s3/AMZf+mO8r+JHw1ftp2sw3Ctj5sE0AfqP8BfFcOpabBKkofcByK9+8PXqPCFj4JUHnvXw1+yh8RMW8EMk+V4xz09q+xfBeuLc20brJuBTrigDp7rUryyYPZTSROx4MZxirNl4y1nUkNhe6hcSSp/Cg5ZT9BWVqkokKFWrpfhxotrYXMfi3U1DuhzbQMeGHq3qPagDqfBXwX8ReOYhe64r2dofuoynfIMfpmqeq/D/AEXwXqcmladose3dkMw3H8a9s8J6ivivS4rrTZwsbDBCDO0j+H8K534z+F49PsjqSI/moMMwXgj1NAHDaH4a0S9nEN3axpK2Cs8YA2D6VvxSalp0f2ZbuRApIilRuHFc7oE52lFY73O0eoBrr47p9J0oT3jqVCbYgV5ZvQUAc34h+IHiqyWFNM1mUqM+Yj8qT6YNWtM+MWoxWSm+0FJph9wqcIT71mGw89wZYyQWJIHatCDw9FMgCqBjnhcUAZXivXfFHj1ok1ptkKnKWsS4QfUd66P4U/B6XxLrFs9zan7GkyggL9856fStzwF8MrrxDei5uIiLSMjcx43+wrp/ib8VdE+ClnZ2OnQxPqEjBYbaM8RL/fagD0/XvH3hT4T6UlpBDHcajMhS3tE6KOxPoOlfn1+19bv4h8aXPiS01cSyuxM1uHYrHz/Dngfyr2Tx78QL+ys5NSlvzJd3mSJi+SueuPftXg3jC0v9euDLdyiETcEyA7jz2oA808NTT2erQ3SEh0cdPSvbvBVnqTKl2NPncP8ANwhx/KuQ8E6Pomm66U0vT/Nm3bTc3ByFPt2Fe4eGLr/hG1DXHieKN5FwULq2M9sCgCpZ69qHh+HdazSwyZyEAIz7Yr6B+GuoeIfEHgK28u5bBiwNz9sk4/WuIXwDpnjDQI9Rk8mb59iXMWODjODiu0+FV1d+FbWLRpGhmtY8qpU8qOwPoaAOe8b+HddN7NMZwTjgg8/Ss/wP4Z8TyxTRFpHw+c7iM11fxT8Y2mj6y0NzpTgOoG4vgVU8BeMkuFc2mmxks2CzTkgfligDc0Pw5cCFDeOSxYhV71Y8deDUXw1JvfOE3qpPTHpVbTfFWr6lrSaXpEUeDLt+RTj8Ca6PxlptyyxLqc7+TCg81c/6w45+g5oA+cJfC2peIWlnu5WS3hJAYjlya5DXvh74cDyPcm8aRRxGsmBXvvxI1Dw/4W8Hzan9lQGQKLaCM455z+FfLHxO+LHieCN9QtpYYghPyhM8dupoA4/xt4P8K3upvBLa3lo4+5Ism5R+BrY+EPh0+H7+OfQddDukuWVwUOR+leR+Kv2oPEq3Bu5fsEqq+1ontRg/1q74R/ak8HQTLJrelyWtw/zLJYvlPqVPT86APt7whr11qrwylmtNSiXDoThZl/vDHGa6CT46QeH9dg0DxIPtNuUxI6j548n/ADxXzB4H/aZ0a6AbR9S3jy8BmbJBrpYPFXh3xJKbuG5cXMgBL7twY/iaAPp3xV8LPDnj7RI9f0KaKRJVzDdRDPP91vQ15dqfhW40K7fS9TszHNGcFXXt6j2qn8IvjJ4m+GGtqWZp9MlIFzascxuvqPQ19LeIPB/gr4x+A7fxl4ZlE0EuEFwB+8tJMfck9qAPmt7GJCNgAAPQCtzQGiNpuCsSh+aM+vqaseI/Ct74c1GbSNTg2SxN1x95T0I9qxrmeXRp1uoHw2cH0I9DQBqXkksiMjRADOR7VlaJpMmq69FZSAlTJuJC9BXSLJb6joo1S3UKSvzJ2Fdn8JfDGkeGdFm8c+KdPWSNPnhtz1k9B+JoAy9f0W/t7aOKI7YggIjBIOa8Q+LX9jeMdQOnyIqm0BBnh7yd/rivo/8Aa98daf4Y8DaTcafpiW2r6paGR4I1A8iMjgnHTjpXx99smaVpGY/OxzzzQByWs2MmlzSadM/zRtwf7w7GsXUr5be1J3bcjrWl491h5NXaFnB8pApI6+tcN4r14QWLZY4xxz0oA4T4z+L4bLTpcSfMQdoBr4h+P/iCfULiQSMSXY5r6O+NPiN5y67jnB718l/FvUTc6r5QbvQB/eXRRRQAUUUUAFFFFABRRRQB/ET/AMFYGx/wVJ/aVbH/ADX/AMZf+ny8rwzQrN55/NZeB0r3T/gq9GX/AOCpn7SkYH3vj/4x/wDT5eV5NoOmFQEx3oA2/C+nl7lcr9K9c8EWbB4ExkswArgfDWnkTx4Uj3r2P4S+H/7W8VaZpqjiS6Tdx2zmgD6t0S5l0Pw5omkxKMQ2qErjuRmvTPHmvRf8IjpGiKpDTp586j8hXnlvZvqniFLQAhImSMY6YFXJ/FkfiHxheWsTjy7LEEfPZeKAOm0iJTAAHIHU0/USoiKYBwMinaWrCAKoGMU2+UNIyk9F6UAP0uBRMGA4IwTXpXw4gPnlRnJUYxXnmjgSldiY55yK9N+HkYzJImfkUCgDemHLH34JNei/CHRIEltpxEEkuGw9ww6A9q4MW8Ww5HzZ7V6D8PdejfS47dJFSe2BwCvUetAE/wARPG9joOvT+H/D+mLIbc7HmnJALY6gVhaf8TvGMED2s2olYXbIRFACn2xV/wAT/YfEN4brVIB53Tz4flJ+vrWP/YKxk+TIsqA5JIwaALi+O/EMkuy6uVnTukq5FbGj6lp+rx7hALeUnlU6H3Fculpx90g55B9K1tLt/KVdvBByAR0oA6aGzEhzuzg8NWlaWplnEQQt8wyQOlY9ncyyqA2c552mtKHWp7C+Bt5eNwDbuaALPiPTbdJRZYCuvzA9zkVj6zZrHFEr4BCD5a6HVnW+i85iN6jqOtYniG4EewGI5Cjp3oAq3GnrP5SNKADF1NbOkabavYu8oVlQYBI71Qa6DtG3kEjyQDu4q9ZajJa2ght1+Utk59aAOR8Z2znR7wspQBOAB718xfECPSdPu3vL26aOAbnlkPcgnivqDxpPcXtjdI0p+dTwo6V8VftEeINQ03WL3So9ronOyTuaAMbxF8cpLVjovhBHtVbg3Sv+8f6nHA+lU4/irq4AN1qMspbj5j1rzC41Bry8/f2xhkJGADxius8N6TFfzxRqRJICOp4H1oA9j+GvxJ16zljuNMvpIZtvDKxBAr7L+FXi+Hxl8Lo5vFBVdWAxZXLn52Ueor4Y8HLaaRq8O643uGwwC/KP8a948C/ES40lRqU9wDHEpyhPbHGKAO41jxrd+Gdfn0y9t0uIvP4PQqD1ro7y407xHpKSQSfdAyyn5l+teb3kx1ib+0mkJ85t+Rzmpo9WvdPhZ7SVkb1B60AZ/wAU7K+tY8Al4i3DgcV5RcX0lm7mF9ozyjdDXqWt+O7K+C2uvBUZjhXA+U/WuE8XeHopo5LzS2DADJQNkH3FAHmnxB8PaL4stC/lpaXw+6R0k9q8W8Z6FquhP5Gp25Tcfkbsa9n8VJJbxYZWyG6njFcb4nvrLVbE6dqyebET98n5l+lAHjdzqs1hKJ7eQrJEwZHBxg16L8P/ABrpPxDCW1xciLU0Qhoy3+swOorhPH3hS60W3e9tyJrYtw46ge9cj4T1i+0fxJHrGnvtltwWU+uO1AHp+s2zwX8ytAdyuckdQa5rxz4Im8WXUHi7TI8yRR+XcKieneu70C+0/wCJmhjxHbYFyMi7gB6N6j2ro/gR4Zs9W1u60y9j3Rsh6+tAGf8As2/CfUPFF7FBHbFmcgHKZwPWv0D+DPhdPB+g2WjKxKwJtuAOADXjv7PnwgXwBrBuZG5nffZANnj39K+qfAWgHUtPdJIonHmbpFPr/WgDc8EaVBe2E01zC08a7jGoHTHvX6AfsjpCn7PPh1bdGVNt1hXPI/0qbP618SeB9NutDsn0u7siiySfuynIAPXrX3B+yrbW9n8BdCt7X/Vqbvbz63cxP60AehUUUUAFFFFABRRRQAV/On/wdtaPBJ/wU88D609sJpI/gZpaRoy5VcazrRyfzr+iyvwH/wCDp3w9/a//AAUV8GTmLcF+DOnKT/3FtX/xoA/NDwd4v8R7IrW2hVFQjARcD8q9N8Max4zubgXJtYyqjnfF/Ss7wX4O0+K5jee1wpbkKO1d7pekXNxeKthEyohwB2IoA6f4d+Nk84afr+kxiJ/lM8KYx7kV6rdfAKx1nR11vw7bruYbmK8qy+v1rk/C/g6wNqn2i12y98dDXsPwJv59Lu20i/mLW7KdqseF/wDrUAeO+IPgHOqlzFEXP3SDjn8a4jXPgPrt0Tp974ZLFuAzhfzBzX13qfgafWWzFZM9uykhiOnPY1oeHvgdrMFuLu2s0vUOP9HuJAQvuO9AHwL4t/Za8V+HYP7Xt9ImktwMs8RBaP64qp4av/G3hcomnX0ssSHHlXI3AfnyK/S4/AzTU05rzX2ttPDLhllnUqB3ryjWv2ffgRPqk1xc6lHPL5pJNg/B/DoaAPFvhX4i0fxCI7fVdO+x3hxmUKdhPXr2r3Dw78O016zCXNpb38DDB4DqPx7VB/wrDwlpUYi0CwkmJOI1li5PpgDiut8G/DzXNHK3NwZ45mG5IEbhB7joKAINA/Zo8CvdrdRWLWs/8McJ3KT9OwqHxN8IdTt9U+z2piuooeI7a2IBB9xXcy/EXSfBW221mSMz5w7o2Nv19TXI+JPjv4QS8eLRNThM7sd3ODQBjeJb1fAelKNcsxa/LlIWJXJ+leEfE79rKW2u5tC0LVoI0GRPLDFyP9kGvU/G2par4limuIJ3O+M7ZJTkDP1r5u174bWGpzyx6pp0cUxkKvNC+1jzycCgCv8A8NP+JLK+Cadr4yW/jXr+de5/CH9qTxHc2kMGrpBcbsAcY4+orwWH9nBLm4FxYa7EwY5VZuo9q6zwz8HPEuhlDp+p2wkU8mOQj/6xoA+5fBXjfQL6xinSTy3dAWGcita/MuowzziaMtgBW28ECvlv4beLPF2k3a6ZrcvnKp+Z0X7o/CvTvFXj268PeEF+yag7pdEbJNxyrdwR2FAGN4vvNfsNc8+yspLidZgRzkEZ7Yr2X4bXXiTxF4UjMmiS2aPLmYvk5PtXi/h/xhLqNtbyXVormVwQ452kdxX1N8MILTUvAUExwB5eZMjGGFAGD4i0tNP037RehVjWE7i5/Wvlr42+PrO2afbNtBLYHrX1V8W7qzh8JXDzLnZESo3cH0r4U+LuqfannMcCSSbztG3Iye1AHkPxM+Jk80Ultbtw3XA5P0xXnFx4j8WauhjsdJJU8Ce4yo/WvUp/Ces3k/2iK2giZgSw4BrHm+HcctyBe6uWIPKIuRQBY+BljqMWoE6vrTyFU3PbWyAL+eOa+oPg78Q7XR7hYLOCNog2JUkQMf1rwKw0rw34G0P7Q7yzTyfdRHwf0qhafEHxRcXBXTbE2sOc5DkNj655oA+5IfGHhqXWbe8g1e3ba25o43w4/AVryfFXQ9Rlaws7VXlHAW7Xbv8Aoa+NPCXi8WxSeQSmUkfMJCSM+lex/D/xxa6gUs72SXzUwS08fP0z3oA7fx74M1PxNBJqGhSC0mwTLabAQR6g9a8O8Xfs2+L/ABbK2NRbeScebeLtH5nIr6Fh1q9050YReZAwBC9QPoeoqr4p02w1KF9T0TAlI+cEcqfcf1oA+WJf2MPE2mTrPceH31Ek53QLuRf8fxre1L9mHSPDmlRy+IILgTKmZLW3HQ9cZxxXfeIPEnjPw3qiMl/cxGJgSsT4HX2616Dp3xwv5ltp7w2VzbSxKZ/tcKnHHOTjPagD5ab4d6T5wih0O4WJT8sYfr7njmvSvhf8M31IQafZaAqRu2Cxi6Dvya9vnuvhh8Qb3Pg280wXQH76yNuq7/UrkAmtPwzq1p4Z1P8As64sYkjUFRiMDDYoA8o+JsWk+FtK/sDTLZEmZdmVUAr78V8/+OPhpdzK2pgloiSZZHPf617/APEGE6hr1zeSxs3707eO2en0rhfFWlXV9F9lEbKpGQuKAPlvxd4Ys5hLFFZkPu+XHQivPNW8K3NhNvRGPPXPIr6H8V+EkGoTKiEFHyPrXDa/4WkeUnyjgHgkdaAPnj4p+D8Rpqfk/M/Dtjqe1eR+IdMIR0ePpX1l8T/Bcs3g2W7W3JMMqs3HRe9fPXjHQTGXIiOOaAP2b/4McIPs9x+1ImOM+Ccf+V+v34r8GP8AgyRtDa3f7T+VxuHgr/3PV+89AHgH/BWL/lFl+0t/2b/4y/8ATHeV/EGrFGDA8g5Ff2+f8FYv+UWX7S3/AGb/AOMv/THeV/EFQB9E/sy+Lmt/IBk+6wIr7l+E3jAT2cRM2QQOM1+cH7PurmDUBEX5VulfaHwe8StHaxq0uSCPwoA+mo9UFxErb+c+tdt4b1F73RYpXk+VfkIA7ivG9J18S2qEyDOBXoHgTUpJ9EKQscpcEgA9cgUAe9fst+OY/DHxAttO1s50u9uFWcMeIySBur6g+O/gDwT4tuJ/CUNstrdC2820dFwtzHjse5r4r8DpKJ/N58xSuF+o5r6fsPiF/wAJv8PdONxcAa9oKhbdg3z3MQ6r74FAHiFl4TOg+IpbG+ix9nkI24+8BVLU76fWNbkeVsRRfKkY6CvTvHuj2WsR/wDCa6OjKHlC3Ef9w964S58NE3j3FuMM78gdDQAzT9NWaJVZRnqc123w7+HF54u1JYo4StvHjz5COo9B71k+HNDuLmSKxjjLTTShFUepNfUvh/wBp3ws+H154lFqJJrLTma1gb/ltPt+8fYGgDx342+PPDfwJ8Niwt4Ym1OSPFtaDHycfeavjTxz48vfEGszavqd2ZrmZyzuT2/wFdR8Xdd8dfEDxVd6vrNtcs8sx8yV0PBz0FeZeJdFvtKSSV4JVQD5ppFIGfQUAMvPiZaaKWtzeT3MjHMStyiH2FeY/EP9oQ6HO7anKjSJyltERuY9sn0rm/if8Q9RiebS9G052J+XzAOvvmvLtb0nWbyOeS+QPOvJdjntigDodV+PPj3xHfK41I2lszZFvbDaBz3PUmvc/gX8VLfXXj07WpHkngK5kJzvFfOGheE9X1KxgmtrB5N5AUxLknBrvfAuk+PPDXiZYrXQLgLIBklORxQB95fCn4kf2FOYWudltMwLwvnB9DXsfwr/ALP1Pxckc97sjvUYI45VjgkZr478G6p4xtbK2lv9PfywQX8xeQK+l/2dL9dbvEm87BhfcI89MjFAHrnxS8N+HdTuvsd/axzlEUeYPYY4rlfC3gi20a9mGmXUMUbjlfJG7FdJ4ptimpln3YKAj61F4at47u+aRG3EA5FAG14dj0/Q4Fe1Qs/IMsg5P09KtfFDxDZy+A8wWKpMWXzp+5HNUC4ilECpyJPlU1J45SGHwg8V1EOU4B9qAPmf44eMbi90y4s7NFZIV2hnPfufavh/9oz4tXPnf8I5p1yAynMxU4z7CvuPxp4JbV9Ju3jhciTdgDpXxD8bfhXoNn45lOoac4Z1DKC5GaAPGG1KTVIvs0sBdmG4SKevtU76LE0kM6F8EBBGOoxivRPD3hfwml6ltP4M3rnBPmHP1rrpPht8P5BbX39nT2+2Ybxv/h9aAPGfCX9t6Zq7zW01xEsZ7A4PoK9h+FPxM8UNqcWmT6c7Kz7d78Z961L74O6VBcDU9G1VJGmOYIpuAAe9HgXwjqGl65JNrdm6bUPlOgyv1zQB9F/DnTrvWhE39rwLuIBjlbJH4V9h/srXHhrwRps/h5b0PHqYxdQP/qyfUDtX5++H/EB06GP+zGdcnDSFq9v+DHx4vfDXlQ69cLNAD98n5l+lAH0b+1T4FstNSx1axiYkybGf1UjIGe+MV4tqnhefUo1/dhc8givdPCXxM8PfFbTItGudQiv7dBlW/jQ4xgj29am1T4JszNcaDCZEDZkQj/Vj1+lAHnfw1+H7XcUVg7EQoQZpGHAFddrGsacNXSTUolTQdJUO4ZeJmXoPzqHVLs6PD/wj2jZ8rObm4xjOOv4V4p8bfihqiwtomn3JW1iyqoP+WnqTQBV+PfjK7+IPiG68R3U24bdkCA8KvRVHtXier3Zin/dSA/OSMHPHauk1rxIx0lGEudpG6PPauN1FYPtAW2yquMjJ547UAcF471bOu3Tbx1Gee+K818ca3L5DKG46mur8eXp/tu8QNyJAOfpXmfja8It2O/60AePfE7UDM8ztJ0zxXzF49uvtPiCUA/dNfQ/xHvCsMzM2CQa+avEMxn1m4kJ/5aGgD+++iiigAooooAKKKKACiiigD+Kf/grR4Wk0f/gqt+0QZL+1uBcfHDxZcg2s28IJNZu2CNwMOM4I7GvJ/Denb5RlfzFev/8ABTrTx/w9F/aRZF5f4/eMSfx1u7rz/wAN6eFYALyaANrRLIRyL8uMe1fQP7LPhg3/AIyg1WWHMdsrNuI4B214lplsUdSRjpivrD9mHw6NM+HUviFhh5WYJx2xQB6Lpd1aaJomq+Kbx8G3iZomJ/ixXmPwi8QzXOoXU9xLkzyM+4nnJNanx18UHQvBdh4dt5MSX29peexxivPvBWsNo10ksb4BGDnpQB9O+HbxZLMBmHTNOnnVhLOFzjjiuR8K+KYpLDidclcg1u2+qQvYsCQSx4OaAOk8MxmZ1eYdOQK9V8EwCK1ypALAdK8t8GITznJHTmvYfCVkuy3t4FzJJtAHuaANyw0e71SVIrK2LZ+++OF+tdJonhNNMkW6E7u6nnYcA12NvoWk6F4SkuLmVba1tI/9IuWH33wOBXiGo/tJ6Po/iJrKwtswiUjzHb7wz6UAesah4bsLvbNCJQGH8DdDRF4OhlQIrSrjpkcmuY0P412GrRK9lfQojnkZHFb6+JdUkXfHe7gRwVoAbL4JuEm3pOc/7SdKtWugxQfK9z8xP9zimjxLqIi2PIzA8E1raTq0MsKrfQBgej9xQBVXTZ4T8pVx1JFQzho7gDbk55FdCq27km2xtqK7sCl2NsQbcPTpQArxl1DPlRjP/wBak1qFZJYlS1RgU6AVuatpsUelx7Fw0qcH8Kx73zIZI43GML1IoAguYlQqpQAFBkYqKeB4ItscZwRkDHStKezE7q2QRtHJ71cfThcWLXOSoUYzjqfSgDzPXpZ5mktYVOc8k18h/tTfDjWoPG7a2ls727r82FJBPavs3UrZptRY+RtwckAda8++LekNdWTtFaLIcYyVBxQB8M3vhN54EujYMHBKfLEcit7wZ4V1eGX5dLcADJbYR+te7waJp8+IL64t4ijZZViG41LYDw++om3nkLRKpGdoAFAHjdpomvWmoma7wi7iQc9a7HS31a68vTbW8OzgyDk5PpWp4k1Xwhp3myNAzgEhM+tTfDy60FYxO14DlySCtAHpHguw1eTQI/NgZvL43KM8VPdlgrL27jFd/wDAjVfDWpOuk/aIna4IVFx39Ky/jF4Wt/DXiUyWNvsinydn91u4oA8W+IsKLEvfB6VwB8Z6l4ZvTE8zS255eJj0+lei/EqI+SHJHLc15F412rLlEP3PXvQBoeJdY0LxpYk2cyRzgfdJ+Y+xryPx7De6RAd8ZQjnGOtS6xdanY6g15pspWWNQ20dxVW8+IOn+L7F9I17EU44jcmgDkZPEamEwXLB0cYkRjkVgX3glomuNa0VA8HksxjHVan8Y6ReaXJkH5N3Dr0IrS8E6t5FtLvII8o5B6EYoA43wD441XwNr8d5ZTOIWlX7TDnhgD6V9efAPSNN1yN/F2i/NFcBSNn8J6kGvkvxl4Smguv7W0iAtbyEsyoPuHvX0h/wT48WQ6bZ6n4Z1pibZ5UMJY/dJFAH3j8LPAa+JvCkVxsjWaPHzFASBXoPhdrXw4400oVZG3F14Bqv8BtMt9L0LyVIKTrnf7Yre8X6EunTi7tXGJIDt+XjNAHpXw81aDVGRHiVwoJYuM5r6/8A2cBaj4M6OLORGj3XW0oCB/x8y56gHrmviL4Ww6rpVv59xOCsowQF6Zr7Y/ZkXb8ENEXJPN1gn/r6loA72iiigAooooAKKKKACvw6/wCDlzRk1L9vPwhKw6fCWwGR/wBhTVP8a/cWvxi/4OIdLS//AG5vCrEDI+FdiB/4MtToA/PXwt4WQkebE2Oi+mK9O+H/AIYtIbxYhb8Pgc881U8NeHXadIUjzg8YFeseHPCNloWlrr+qsI44uQjdXagB2meAM2jXlygjSPo2Otaukx2ul2k8uCWKeXEcYznvSS69d+KXjl0Yr5QHEB5I9eKt6fol9fXolvpAoX+HGBQB22g61eavaafYxqVEahdijr7msnx/+04fCGrTeG/A9jEHtiUmv5EDMWHBC+gre0GGPQvDt3fwxkypA21/7pwcYrwHUdAmu9QdmbLSSEsfrQBe8YfFrxj4+X7PqesSsrnJjU4H6Vd8C+H7xwm5mYsflA71J4U8BwzXKq0RY92x2r2/wB8O9P02zW48kbxHvZiv3F9vc0AReBfCkGg2Y1i9YtIqcMf4fYD1qr42+Io0uxnNqVh2xE7z1z71s+NfENlpFiYlZQ6rtWMHiP8A+vXzr8WPidBZibT45xO8ylSd3C0Acp8RvHz3eoSGW9d5W+YyPJxXkuqeOLSDXJfN1ZE/hUK2eTXKfF3xfq+pGT/TmjKZURIcflXnEkHia8j8y1R3zySRyOfWgD3qz/aGutBiexs72WQo3IlfKn8DUusfF2TVrVdSTQoFYrl2j6kfSvB5vD3iiWIRXF0kZkIZXDZrZ8F6frd1KLSbVzuQZ254PtQB7z4U8a2mpzxGGW2aTygVSZdprrYdS1GEbnsQu4ZPlvxivItL8MPdQx3UN+wMZBLFcfhXo1np9xaaTDdLrgYsmHB5BoA7Dw74ijmuYrWJmjdhgh667xpbwSaPbaY9zuJj3so96574f+FrLWrm1heVkkkYZZVzmuk8e+FtRtPEEQtMvHGgjZR1wO9AGj8OvDNhrVnBZTWziSJj5csfGQPWvqT4eaNZaX4Zt7J5nUcb0J615F8G/BLSPZGMMFdwSCOn1r6Oj8Kwx6fBGsYUj5nOOTQB5h+0LpyW3h3zbWF2WSNl29vxr4c+JOj3KahLcRwlApOVx8uK/SnxD4Rh8R6bPp1ymVKEDPY+tfG/xq+Cni7+0Lq20ohIyWUbo+3rQB8j+JPiZo/hWV4pYvtMwGSitwvtXIHx5resSyawbVIoU+aOJRjHofeup+K/wY1XwzrU93qqjZg7WRDgn+hrH0LSPDd1ZKL64nz3RQAOKAOK8RfETWZoFjnvZDhweuMflWh4Tu2umSSadneVgSC3CV0Wu/DHwrqOoR3VgCUK5bzD8v0rRtNI0DRCdL022tt7AM8jnBHtQBBYTRabft9nuHAhcEYPB/8ArV6l8M/E2sXV4Li315t0TgLG2G3L/wDWrkNK0GyvSDOkW0od8wAx06V1/wAMtN0PT/EiCOw2whflkXux45oA9mt/iBeSxpBqcTDAA86E/L+Vd34cuVvbQbpVY4Hlzr/I1wUGg29zp6pb3a7iMkMKbZavrfhS7EUSFoj/AA5ypoA73xh8OLXxBphPlhZDkK6jhW9Poa8U1/S9Q8NSyadcb9m8hQR9055r6W+FmsWHjHSxJjcB+6uoCeVz0YfjXLfG34YRxzG9EQZJM54/iHX9KAPne1/tHT9Tj1CyuWjaNg0ciHBz61714Q1WX4geCU1bUJCb+3fyp3Xgt6NXl9x4Ua3IURHGeMivTvgXYtZ6XqMLj5Rtb8aAI9R8P3LXCxG3VpNnzuf4hVHU/Atvqqi8Xajwp++iB9B1Faeoa/L/AGw0UcRwpy5J4xXAfEXxfrMmueZps5t0jGMQngn39aAOC8Y+EVa5mnWIgFySCOa8913w/sYjGFz1NfQmh6lo3xAsHsLmJYNSjjO9e03uPeuE8a+CFsAweLAycZFAHkdt4VtvEel3+gTx/wCvt3VfrjivlTx14YNs09tJH80bsrAjuDg19tWWkNpWoLeGPHzcA14h+1L8L/8AhHPEv9tWcB+yaopmjwvCv/EKAP0c/wCDL6w+w3/7TC7cbl8Gfz12v3Pr8Tf+DPOwWx1D9o8hcb08H/odcr9sqAPAP+CsX/KLL9pb/s3/AMZf+mO8r+IKv7ff+CsX/KLL9pb/ALN/8Zf+mO8r+IKgDrvg9fm08RKoPUivsD4UaswjQK3BwTzXxd8O5TF4lhIPUjNfWnwrvGMEbAHGB3oA+htD1lxAqM2ORjmvWfhDqfn6deLGSxRwQD24614NoV9mJPlOccflXtnwFDtpl9Ow+TeoJ9RigD17wvqcmnTw3cj4yMKD06ZNbGp/FSfRL20vtNuykluxYFD1NcpeSRWtqbuJyAIzxnp7/kK4PWtednAd2KhuMtnGaAPsH4Q/ESz8baNNf74njlYJqNoF24J/jFbGqeFVtr4Q2i+ZA5LQyD09DXiP7MermzSNyuY5XxIrfxA19OeE9MyEXIuILhswIT8w9B9aAMrwN4fSx8X6dqVzHhI7gEr7+/416t8ZfGF4+hrZ29yUPl5aJW68dDVTW9As/AGgnXL+JZrmRc28TAfJx1b6V8v/ABv/AGlpdCluLLStXF3fMSGLnKRe1ACfFXxpb6HHLfeItQjUZ/c26kBiffFfMfxd+Ks3iaCW1th5UG7CFWwc59O9Q+NvH3ifxfqkn2++kuJ5G+UBdwz6AVzF/wCG72J0bxhIuJW+W2iH7zd2Jx0FAHBp4f1PUb82MUUkySOSXccLz3J6Vfn+EeiaWx1HV71ppt2DAoO0ex9RXXS3lnpWmktdwxIMAQMmGHvmuJ8Y/GbUbX7QmgaQk4IAF7NHlV7cD1+tAHY+GNDJ0FrfR9Nhto1fBbYAVP1NV3Eum6ouo3OuRPLGwDBrgAKQfr6V45pHjDxn4mvJotc8SXrJKTiAHao57AVTbSl04Xs+qy3GxcssgBLZ7DBoA/QD4SJpfiXSobSW7hkaSPO9XDZyOlelfBjRrLRPGT29hqBjlI4jcfKw78ivgr9n/wCMd94e06zvYYbgPA+393Nwceor65+CXxJg1vxjZ+JovNdJJR9otmGCoxyAaAPpPxlH4gWCO5t4TNG0AKFVyeOorO8AX2s3F27xRPHtQ/KYcGu7v9S01be0ttJhkCCHeAw5GagsrLTGuFuJIZInPHmRP/MUAYt1Y+KL3WY4tPjkbYQZWIGBW34k0NTpKJqSOxFtukA/iyTW5p/kWsZW2tQGf7zv1NJ4i1eSXwlcQxWIMiptV8ZOAc0AeM+JpvD1l4bkjMCxAsVEa8k4r4X/AG6bz+wHsvF2maMBHHMYpWPUg8g19jeOtRlUtawwL5mCzSOM7SfSvm39qTwdceMvAF9YXKhnRC4yoAOPSgD5Q0/4+tbvjSfC8LORzJMSefwr0rwf8W08T+D7vUPEPhC2ZrGItNHFIVdl7EV87wNLb3LaazvCUcq/II4OMetdp4X129068uNNSdmtLu1EbbuoIoA9Zs/jt8N9ceFH0y5sCseQs4yFHOMMP611nw98VWWuXznw9qUVypXaYmOeK+f9UsLazkElvIrJdQlUI/hGD/8AXq34CkvvCl3HPayzxzXMa7JkyGHcYoA+nb3SLS6yjxvYPwMovyH3xS2/hrxRpkyOrfaIFywkjO4EfTrXmfhL43eIrK/Fn4kT7dbAgM7ja4/Eda9g8Ha9o3iiQT+FdXxIoybeZtjj/GgDrfhb481zw/qC6hY3rWbxKP3o6n2I719t/s4ftAaF8T4oPBmsXMVlqkiBIJ8/u7puyn0J7V8NXpt7pVstTs5YWXg3CDad3r7ivQPgPpHi5/E1lfaLKJLG2mR5L5ScjaQcY9fpQB9TftFfDOTw74cfxDoMbxxzSmO9TacxyDt7A18U/GP7SkTMgO4N1Jr9LfFGu6L8Tvhtc25KF7qw2SMR1dRw2PXPevzq+OXh24s3uoJIiPLlZT+dAHi1prJl1BrWRyQ/yn271bvoIkuFZs4X5T7nH/6q524zZ6q46fOCMetdLdSLPZRXcY78mgDwz4ls9v4kvo2OP3mf0ry7xtdFbV/mycflXrXx3sTY+JJJlHyyxhvxrxTx5OGgdVbnHNAHjfxSuglq+eSVJr50v2LXsrN1Mh/nXvXxRmL27gE8qc14Jd5+1SZP8ZoA/v4ooooAKKKKACiiigAooooA/jN/4KXaQZP+Cnv7Rk2w4b48eLyP/B1d15totmUYAivcf+CkunCT/gpL+0M4j5/4Xl4tbP8A3GbqvI4LQowc4Iz2NAGhpkHmzJGCfmYAV9i/D2zfRPhzpWhg7WmiDMq9818oeAdL/tfxTY6fGDiS4Xr9a+vEmh06WCHA8uytQScccLmgDyP4+69Hqfj/APs6KT93YxrGFHQHvXM2mow7WSRsNnpjrWX4p1uTWPFF5q+4jzrlj+GapXurfYp1nPIHDc0AerfD7xfI6fZZpPmj4IJ7V6FY+JMRQRB8lpQOD1r500jxL9g1RbsylVcYHvXpHw48STa54jsbZ33K84z9KAPqXwKgLoi4w2M5r2v4YRCfxRZISAqncWI7AV438O7YPdZVRhemT3r1vwrcGx1KG63Y2sM7DnigD0n40eNrdfAUnhu4nEcE6/JtHIf1NfGviyJtFvJEu5eQxPmY4I+te8fGZ/EXiiJIbS1KQKPlmkbA6nmvIte8E6zqFrJbXuoRvGBwVQk/nQBg+GfFso3Jb3jIuQeDXuHwY+KNp4htBYT6kqyx/K4Oecema8L0j4W+IreFvsd3FKNxOSCp+nNW/D2g+PPDl75kWmOwA48tsnr7UAfWcviTS1zBaz75B328Uaf4hczjzpztzxXl3g7UvEt3pUdze2EqPjD7l5zWpDq19HIUmRwQ3egD2zRNXt7mPbA4PqvpW0l+8c8Vw8KkKRxjORXjnhvxjc6bIHlY7O5zXe+GvGTanMkTFHjbv3BoA7rVrv7TbK8eAAfkUDpWJrd5B50ckkR3+laEdzCyAmfKjqBUer21lc3KB4skjjAoASa6thKqojE7RkelWlv5IrNowg2qC2G9abcW9ukm0w7TtGCDVLUC6QPtYg7Tg4oA4/UdTl+0TTNgFmzwK8t+Jmo3t608FtKVGeOcZr0LX5pY9ynOT1O2uH1bT/PunkkUsCeMD+lAHlVvpt5batFczSFyz/PnpiofHl5a6XCsmnwFQ7YfAr0K88HS3bG5tLWU7DkqUOBWP4m8EWMuhSyXKliDwMYwaAOMh8IT63p0NzcWokjk+9k8irGl+FIdGiazWAmQvxita2eaCe00iyi3gYDheoHqa9A8P+FdJvLU3k8W92J3OWxj6UAV/hZp48MXEWoFybkSKUVTnZz/ADrv/jLqq+ILOzupCPtC8ScYz71zWkrpul3J8kDCNwDycU/XtYGuuJ4j8icDNAHmnxGsl+wq8q8bsnFeOeO4WUKVQ4I44r3b4i2YfTC2zv2FeK+OYSbZgRkqcigDyTxZI9u5nDFHxzXlPxG1iODTZdWiPlywKSApxk+ten/Em6ihtnZxt2glj7V8y/F3xtJMnlxSkKxIwT2oA3fAPxlk1yb+xPFUoaOQbUkbnBrvbDTJrC3uHBzCYSY5F5BFfNGj34W4E0b8MeCOxr3n4TfEmNfD0mj68d0D/IJD1UEcGgDp/Dl6WZLa5G6N2ww9RXtP7NvgK50/WtQTT1DW0wSWE5xg9xXig09tNu41jkEkbYZJF6Mp7ivq/wDYehsNbv7nSdRRWBQFJGONtAH21+zjdf274KjsL1mS5t0ChS3JGK9S0/Tjqunppc8AYxPjPViK8e8A+H9Z8DXsd1YXBkjYANJjKkV7r8N4U1G7GomdirqCwUdGoAf4eim0yfybv5VUn5G/Svsj9mxo3+CuivESVIuME/8AXzLXy3qHh+41W/jNoNmw4lDDqua+sPgZaJY/CvSrWMABBNgL05mkNAHW0UUUAFFFFABRRRQAV+Pf/BwHp8l1+2n4ZnjXOz4YWWfXjUdR/wAa/YSvyb/4LqaBc63+2T4ajtYwzH4b2acnH/MQ1CgD5C+Gmh28sR1C7ASOBN8shHCqOpqHxX43k8X6mLeyiKWNv8sEeev+0ferPiq+XRLRPh/o0gMjgHUJV/8AQKi0jw9FbpgICcc8UAXfDEFzpt3HeQOVZD1U9q9ChknubiO8EoYMowwFcZa4tYlVIw34V3Hw4065vbKdnO5I2BCnsPagDstNt31XwtcpsGPJdQfU4ryo+GUjn3iP5mavafBNojxNZ/wleFxwfUVztz4P23JbyxxKQPbmgCr8K/A7X9+vnJ7sMfpXrGtrZeEPCsl7O6IoJaaQn0HA+lHws8HfZYDIYx50qfJ7L61wf7UmtXUtifD+nzlLK1AMrr1lfvx6CgD5++M/xZ1PXdSnsdFZ1idySyn5ic9fYV5FrNjcX0u7Vp9ykkP5bc/nXaeKGiisZ5G2QQKfnnk6n8fX2rx/xR8UYPD5a20RDMob94068/gO1AHN/FXTrS1mWXSEhZo0/erJyx9wTXA2XxFt4LxbO5dXQnHK4+o4qx401u+8R3NxrUl4VjEnyjaflPpiuRj06y8RXIgUu0jNgNbj5s0Aa/ivxlLYXbwWsZUEDy13ZXGOtXfh/wDEW4ub6JDoMayq22VyxIIHRsd6yr/4X+J471dK8QwvbxSJm3e5+VmHtXU6X8B9b06xSe01Fo1YbmmjXOMdqAPRrL4i6VqGlvYWqQRSouWQnG498V1Pg7WI7/wwBLA7GOQ70Xtz05rxO78KNo+oLbtfTo+w72kUfN7ivffgFoukXnhc2up3UkkczdXxn9KAPVfgb4p04a/a2qRsqE8b+ccdq9wg8KRa9efaEHmMXzjb1FeW/C/4Y6HaeIbJ7O3lZjICMPnAr6b0DwU+k3EUlg2VyGYFelAHX/Bf4eXkEEU93bxGOOPKBhzntXoU0A3BJYACoqDwZGsEscbRsg24IJ6nFbMkOblt8IYHg+1AGeLXbGziFcbfvV434/02CfVJp5kGCx2gDqK9yuraI2MpjTgISuOc+1eG+MLXU7nUHzCyjeQFGct+FAHzd8cfhzoVz9otbm3SQSqWZGXpmviT4z6Ne/Da9u5fDsQaBQTibkoT6V+jnxg8OaRYaY8urs6XDH5Ygei9ya+Rfjh4D8Ma5DdQvbPJNzsPnYz+lAHyWPiD4lnsFOp37vsOYY1bav44rEXx5ql/qX268mLMX2sFPavRvFfw20u60z/iX+HJhMpIKGUlRj6VjeH/AIUW0lpHcX+jqipPmRFYliv58UAdT4X12LxE9r4e03UWjRdu85xzjk/SvWNCGreH7OIWN3IBD98SnO8+vNebeAvC2k2V4NZ/sV4Le2y0Q3nLk5wT9K7/AEyO41m0ey0+7uhIzEox+bkn1NAHpHhr4pJcWqWGo2x+0KctLE2CB9K63w3r8GvnybCdpWAJZJeDj6HrXh1hoHibw9M9s2oI8jNu3ScHHpXX+GxqsUizW8kkTH/lqD0P4UAe9fCq8udI8SxXulyeXJ5gDwn7rrnmvd/FXhy18S6JIoA2zfPFn/lm/cV87/BvUI5LtR4nkKsj7Yrpe59/8a+ofCtmdZ8Om0VcMY/3bA8OR0OfpQB8/a74OjtrlxLFt2E53Dv6VufC7Q44tM1ApEcMvFd58QfBUEkP9oEBWIO9QP4hWB4GsXtWuICh+dOmaAOE8S6NNZ6bd31rGC4B3EnpXk/iCwuUQskR3Hkk819BeLtMb+xrvYAFKHJx715VrmhoIyZORjjFAHmAg1LTbxL63lZJo33RunBzXZ297a/ErQ5EljUajbLmZAPvj+8KW48MRz23mSxgHHT0rltTbVvBOox69ocpVkPzoTw69waAItV8KutsyFfmiJxkciuf8b+A4Pif8O7zwtJAPttujS6dIw5DqM4+hFerQnTfH2hDxRpKlGxtu7cfwt61yd1v0jVVu4YyrxN0HRqAPqb/AINLtHudE139ouxu4ikif8IkkiEchg2tgiv2Vr80v+DfPwdoWi+Mfjd4v0SERf27a+GHuYVGAskbauCfx31+ltAHgH/BWL/lFl+0t/2b/wCMv/THeV/EFX9vv/BWL/lFl+0t/wBm/wDjL/0x3lfxBUAavgyTy/EEJzjmvqj4UXg+yxMvJAHevlLwwxXWoSD3r6b+Et0wtVAbqo70Ae86Bd+ZbxnOD05NfRHwKtfs/gwTsOZ58k4r5k8NXRMUcZ5ywA96+rfhzbfYvC1ha4ICQgkDuxGaAN/xnf8A2TSRGvVhzXm8UM1/dbc4Af8AOuv8d3rPaqm7gLhT71leB9LW9vI0kQkMw5NAHt3wI0iWKOzhRTlSC3Ga/Qb4KfCS18I/Dt/iD4zAiEVh9pbzeBBH2Jz3NfJH7L/gi21PxxoWkugMc15EJc/3cjP6V9pftVfEnT9F+HU3gmwiVoLwBZkHR1AwF+goA+LP2tv2p7jxPqlzpfg66K2KMV+0L1cdOP8AGvmWYXGvvJcPEyx5PmTOOp/rXtXiz4P+HL3Vpb26ZrUFspbpJlR9f8K43xb4L0vRLc39zrKwoinYhAAP4UAeatHaaKrx6bbRKx+/cyDJP+Fed/Eb4v6N4bkK21jHd3b5XzWbIQ465rV+KPiDxPqt0dO054I7LnLKOSK8g8TaDe6vcf2Pcac2QxKyQc89M0AZXjDV9f8AEV/Jf6rrh8uWLMUaP8v5Cn+DbkyIumXym4hmwgPUn610Ph74AeKbi1dtVvUjtxgw7eXA/u10PhDwJp3haU/YtNZriKQZkkGc/nQBi6P8L9YfxSJtD0iX7KFBDOMDP1NUPH3w+8e6XFf3t3o/m+YR5YEylfyzXvvgpn8TFH1Z47b7OdrgsBxjqawPiz4W0XYf7O1VJYypZmSXIJ96APMfgZ4E8W3ejyvLpeMXHALc19gfsp+FL+w1q3XWNPMYdhtLLwa4j9k3wnpF9arvmEqRHcdrjBJ7V9faF4Z8OWKWF/BZASEDaUPSgD0u6tLd7e2eFUV0hGQadYQxJOoVFwzcliOv40l/oU2r6UqWspjMbbPMz1BGf51ir4Y1nT7lLa7uHbkFXwcUAdfLBbxz7JZFHPUMOKNcktrfR3SLD56kcjFZ0nhXUNYWDyb0ouMyt64rbfQY4vD3lrF5mAxcgdSBx/KgDw7VfAs+sz3N3JbEJvOGHFcl4x+C2g3unSQXcMsiyIVYbuDkcjpXuV7eQJpTi44IbGxRjjrXC+JtcDQyQ2dsoAzy5oA/ML4o+ALP4afGbUPDNh4Otow05eKSSEu7A9wTWzo1u4MA1HRo3WQlGK2wymenbpxXrv7e2g6sNOtvHnh+3SO4tcpczJHlmU9Oa+YPBvjPxrZXkeqXGqXFzajDPGo+6c9T+dAHq3iLw54evdAFzd+H4VZdyYWHbtPqK5fXvAmkW0Vlc6ZrktvJxvjJLgfnXU3d/wDEK/sRqHh+586GaMmSOQBlXjg81zniLUtc06Oym163trqOQbpHtV2untj8KAKk/g3xFbSLexKt4vLFYjzn1xW34Nj8RwqL+SzlWVJAEGChLfWvVvg7b+BNc0WO+3Dz1h2Ik5+YH1rr9a8M2f8AZq2EVpDOAwLTAYYfQigCh8NfGOq2kMcHxFSK9tmHBJ+dcn1719GfC/WNAubZH8JasojUAiFMLt/DFfMN74N1SOMz6ZN5yAgNEx+cADt60nh34nnwDc/bIb54Z0HEYPOR7UAfod4O8daZpumyWVzJ5E08eIk3cO/r7V88fHfw/d3DXtvqNoYpZGZh7+49axfgt+0hYfErUbfTfFBFpcK48iTdgOe30Ne//EXwCPHvhRYvKH2xYc20+Pv8dM+9AH54+MtGm0m92sBkt1Pereg3iz6R5LP0JOPwrq/jD4Wmtp57eaApLA7KylcEEGuC0Sfy7doejZ4B/I0AcL+0NaEaTb6jgZiJRj1yD0r5y8bXeYTkEYz3r6d+LSnV/Bt3a7AWCFl9iDXyj4xuSY33HoxFAHkPxMkPlSAHIwcV4dejF3J/vmvbPiJIphYDPQ5rxXUxjUJRjHz0Af360UUUAFFFFABRRRQAUUUUAfyHf8FKbNrb/go38frjGQ/xs8VHp0zq91Xi3kGNCCuMV9F/8FNfsWrf8FBfjtFa6NDaNF8YPFCyPHK7ecw1a5+c7icE9cDA5r5/WIrF+8OT0zQB3X7NuinVvHMVy6ZW2G8nFe4/ErWU0DwFqeuGYLJOpjiAPrwK4b9n7wy3hnwrP4pZMPcQ4iz3JrP/AGj/ABjKLaz8KI+N9ussqjsc5oA8zF4wBJbJ9cVR1fVAYcF/xqGa/KDDv1HQVi65qBMewHoetAEw8U3N1dR27JgI+M7ute6fs7pJf+KbBYz935jk1822EzSTLIDk7+tfUP7Idp5982ptz5cQQcdzQB9g/DmIGLzQeh5r6D8AeAJtB0Ua/qVqs1xcxBrWIj7gI6n3rw34RWBv/EVjp207ZrhQ6kdR3r6U+KPjSy+GHw1uPE90QJ7geVpcTDoMdaAPNfGXiHwx4funtPEmt26OTzHncwPpivK/Enxj8K2WpTaXpMMhJyBJtGK8t+JvxBvNS1h9SkYtLIxZ5HPck1hmebVduom5yxwCc9aAPZLH4k6NbWDHy5pWfsrgVz7/ABZsoL2S4/s6XO/j98a5DVHms4YYLbO7GSRWU9/HekwyYWRZcHtmgD6B8D+NLLxFbONPu7iGfYC0G/JI9RXSwXdzBHvnuWlXHO4civFPhvJdWepRXFrIVkTgHPavZrPVrPUIU+02qLJtAZuzUAb+iSRahalWiAXHHvXQfDi1v/7V2pIu3ft2gVzOmuqywpaSqo9BXb/D+UwaultcuqyM+UYLQB3s9tdWlqokiBlyN5HWr86KJ42L9hnmormYT3wu0f5SQCtOu722IEwHKsBQBYlHm3/lFiQAOSat6roZktVuIsFSMGqUmoQNesu3ccDiti9vbM6ciTFhsT7oPBoA8z1zQgbloy5OCeaxl0G4eYJbpzv6mux1SSFpWbco7lSOgrltTv5RdfZ7WQqu7JI70AaNhpEmnD/TNSVcggooyPxrN1Sx0eT/AEe4hWWNmyR5S4qyGllgxITwKgvrYrAd3cUAcxqPhzwxo95LqAsokDqRu8vGau6VpOgw6ABEVMjn5FU461NqNpFrFuLRyTtPpXnvxR8WnwesMVpL/qwGZg3AOaAOtuNCgh3rIxRn4GO3vT/Dfw41bUFkGjXIuOM7HGDXjUf7Q+syyvM7rKGYgqRnAFet/s7/ABw0fUbuJb6Dy3JwQpyD2oA5/wAeaXdWazaZf2rRzJwyOMV4N47gFvbSrI3zBa+xP2o/D9lAlr4gttpMoAZlH3lIyD9a+QvijH9mnk3DAxke9AHzF+0b4si0bTzp8c4E0yZfJ5C18k+NNfm1K7OWyACBzXrf7Vvi25ufGWoSGTAhIjjXPTivn271VkYmVsk8igDT8L6pJ9oa3kPA6V6f4W1D/iQ3CMTzwOeleH6F4gxrIiYABmr07wlq7f2PNG78iTpQB7p8IvH1nqFjF4U8Qv8AvFkC2szN0z2r6+/Y5E2k+LLizuYBuCDGT2r87NG1GSKeOWF9pV8hgehr78/Yx8Tf8JFpena+SXukjENwV6nBAyaAP0a8LBtU8JNZWUZLvGPnIyV9hXe/AO01DTbe50nVpifnDI8h6e1cv8O4ILXRIjExRmhU7j345rvvCumxHSJLyOTdOZsxnPUUAel+GXgn1P7E8BPmABnxX0j8LrWOy8CWFtC2VUSYJPrK5r5e8HyX19AJIpDDKHIRyM4OODjvX0n8CrDxDpfwr0ux8V6zHqF+hnM13FAI1cGeQr8o4GFKj3xmgDrqKKKACiiigAooooAK/MH/AILb6ppPhb9o7RvFOoKHlTwBaxW0Z7v9tvj/AFr9Pq/H/wD4OCL66m/bF8K6KZG8hfhvaTBB0LnUNQGT+CigD5B0G5uNU1R9SujueaQksfU16BpdohgDSKDxXD+FrdUjREXOADmu+8N2kxwJSWXrg0AaFho6uN7xALuBBPau8+Hlg1s08CwgiWHK4HvWHYW0RtgrjIPIHpXb/DqxDXmJE25jNAG54UshDc8R4IHJPrTrHRBqXiD7O6f8tjkY962dNsxbtI0a4OelbPgLw99t1sSlO5ZzigDStrZdD0e51aUbEjj2RgV89/GrV9Ojmkv9Vfhs7Ldf4/8APrX0R8YbyDQfBMlzMhMayAJGP4j2r48+J+oah4i1Gaa7UhgvyseFUegoA8L+K2sX93HKX2SQI58qBBwg9Md/rXgnj22vbgvvxaF/9WzDk/lX01rPhOXY89vCXZ+S0i5yfQV5X41+Hkd9rAluYwyKpeS26see3pQB4vH4Xle023F/Jc7x8qnhc+4rF/tlNCuzBbwLYPG+GaNMZPrmu98WeHfFelM02j+GpksyciQqTtrlpfCNzql4G1hlVXBPmt1z6EUAW9T+Ilr4u0+G01yWWe9thi3u1PLL6V33hX4jQW/hxIZ9PWJIE2rJcHPmN0BI7k/0rzZfAH9l3Md3aq0sW3mRTwD/AEr0DTvAGoa5oyaibV57dEyREvMR9/1oA0fEmoan4wMEyWNnuijAf9wPmB75rvfhLJe6dojIIoJEiH3F4x+VeR2WueJbbV4oRpshtgfKPy4OBxmvpH4E/BfUdWsk1Nyws5gCV9fagD1n9mG+1HxJ4hiuJ7Bora3G5pd+fwBr638KxWN9qRs0l5KAgt34rxj4ReCIdCtltrSz8tVUAqq4H1r0vQrO+fV01Cz3x+VtCkd+aAPXtBSK2jR2uFITgeua6iJIriMTIqkOOpNcNo84mxJKCozjIFdNYa40G23hQOBwOKAHylo2eIzKITnOB0Nec+NoJLaSU2p2qf8AlqV5/D0r0S8tEmkdt2d3JUdjWJ4k8PLqdthl4ZTkehoA+L/j7qMz6kqKZpyhZZN3T8fWvFdX8NNfbpZ3RkJ/eYGdp/Gvq/4wfC2Ztc3tAdspIPHT3rlrL9nnQ9SD2TBo3lOAVHWgD4U+L/gGexu/sHh3VZHiuJMuRwob29q4qT4e3Ohwn+2NVfa3cEgsPQYr7i+O/wCyr4Z0rTYbS01NoblWOHl7E14h40/Zph0KyguNW1i4mKKW3D7oHoKAPH7K51KCFLDw7aSKu4KgmckH1z7109l4v16zgktoI4Y/JX94UhwzHv0qLxD4h0qGAWWkaWIRajZvEfLE8bifWqtiniLXLVINOsI1G7mUnH86ANvwX4il8UXoF95oKtlixGB7mvd/AeheGdXkSzs54ynljeykHJ+leF6P4P1HQ2Uahc7d4BkSLkfia9N8EyvbMt1oUsg8sA5xjBoA97034dWVzCsVqixFFHKcg/X3r1L4MajqGkXEHhjVHLRvxDKesZH9K8f+F/xHmlcadrud7H5ZlHb3Fes+BJfO1mKdn3KsobeOhzxxQB2njvSFfR2naH54pP3uO4x1rzzQLSIaiUVMb8ge9eveJbVpdN3yDKSfu5fcdjXnyaL/AGbrfkuowGwpoA5fxjpqpp1zFsP3SMV5lqmlxupgCgZPX0r2jxpp27T7gIeQvWvLNXtniutjKOnOB0oA5DVdMCqVA4Hp3rgvGVqWUh0O0dAa9W1FIhD5YTIPU1wHjaxTy3ZhnjjHY0AcR4M8cXHgTWsL81nOcXER6Y9a7fxd4ag1HS28RaNOskTrvjI7exryTX3H2qSDbgqOPeug+D/xVFneDwV4gn3QT5WAv0HtQB+kP/BvNd3M+qfGSC4z+7g8N4BPTLarn+VfpdX5zf8ABBPRU0jxR8ZTE25Jrfw4yMO43ar/AI1+jNAHgH/BWL/lFl+0t/2b/wCMv/THeV/EFX9vv/BWL/lFl+0t/wBm/wDjL/0x3lfxBUAXvDn/ACFovrX0d8JrgpaoCedoxzXzn4ZBbVowBX0B8MZGFsuTggDHNAHvXw8LahqllYqM75wCPx619a+G544YIoopPuqBt+lfJ3wFQ3Pi2JyCwgjLZ9DX0v4Y1QSv5hfBDdDQBq+MGM5CqOAfyroPhPov2q/hCxngjORXPausl1OicYYA4FesfBTw9IWhjit2aWVgFULkkntQB758FkuPDmo22r6XHma3Idcj0re+JXxrt9d1Bo7u4V5fuiMtkRn2q9/wjh+H/gL7M8P/ABM76LD88oCOgr5a/aH+L2k+ARJoejTxz6wynzZd2Vtz6HHf2oA6j4oePtC8OxyPc38dzdN8yQxyDKj+teE+Mtfv/E94by51UtEx/wBWOgrynWtd1bXtaeeO8u7u8lbdmOQgnNd14I8PTaVai/1XVpJLg/MbWR9yJ9fU0AW4vhXqPiKSOT7ckEGfvv8AxD0AqvqvgGy0eNEt4MbiVZ1G5mAPUn0rW8ZfFLTfA9okviXWIYPOTEcMZ/eOMdAOw968t1T4xa9q3m3MeoRwaajfu4N/zsPc96AL/jD4keFvAVt9kguJLy7JyIIudpH949qbp2o6l4/05NYOpCzDKfNgtlxg47k9a5G71PTtTT7TpehJJcHJLBVKnPFangDRVv7slrqVRjEkMRO089KAJfh3oOpy6hqlkHumbaf9fIcN7il1D4Z+LIbA3s8gWEggESfzGa9Fl8Ba/pHhyW8tw6eYv+j4B3Ae5Ncnqd5r0mnmw1C+QBcY/ejr+FAHZ/s8rL4CtTptyHIk2v5obrnHSvrfwD4zs7/S4Skp3W6AJHKRk18ufCXw4b3yd8hl2Ju2jkfma9l8NaVfWOpW14HkMfmqNvbFAH1zpOvvqvhu0K2axkxKZSByWxg1ckMzRbmBG1eCRVH4bCDVfD0T8K6rhlY449a27lbZVaOW4jA/vBwKAM221e4hlQSoSpXHA6Vck1HUBazxWjBY5I2GRzgkVSvf7PhlwbyNlwCCGqQ38dvZSAAlNgJfsBQB5/4quNQXOnxOVC/60gc5ridRiuyWjAbb7ivTRo9zqEt3dOuVJzuxjjrVaXw+kduZHgHHODg0AfNXx78Jr4r8FX2jpan97AwHH8WDX5+/D7Udf0r4i3HhF9NdonlaIxSRHJAPOK/Wvx5pUi6YzW9tGC+cfuwf0r481Pwhqeh/Fq8vV0aIBJvNSaSBc5OeAcUAYvw40+3ttImt7+UQI0bGFWHKjjINcN4h0ixu9SaCGUMqXLgA9CucjH517udHj+1lbvS43EybV2x8HPWuOf4V+E4PEB8U6tdmGRcm3sxJ8qt2JU0AeQax8QIvCckVtaMYZN21sHqP6V0Phr47al4espBcXjXkIXeQ7ZI/HtXK/FTwA154lnv476GZg+VhBCE+3vXF2mtv4fvBol5pT/6RksLhSBn2PcUAfRHhv4ujxZYJceGJl81ifldvmB7/AFpbvR11+MnU4THd5+W8GPyPrXjdvYT2lvBcG7+yjaZES0nAwe3HWu4+H3xz0eORdA8ZqxhVsR6gq5I56N/jQB02mrrHg26jXUY2HOUnU8H0wa+6v2GPi3d/GDwnefDjV3abVNNtzc6XOW+Z0Xkxn146V8kwpYXsCva3MV3ZzDILYKuPUV9Hf8E9PA7+FviA/jbTZJUt5ImhET9Vz1I9RQBQ/bg+HKaRr9r4qsLXZb6xal2Xb92VeHH8q+SbxBp+py25BG4Hb7V+i37fOi2N78PrO4gRR5GpbkCDoHU7h+YFfnv4+s47TU2kGV+bgn3oA4fxZdJIJIHJw+R+BFfKHxRjbTNZu7Fh92RsY9M19MeLL0RXTb1JAytfOXx+CJ4j+2xgBZ4+fcigDw/xxJuDfjmvH9ZBGpS5/vV674wZXUgHrntXkviBQuqSBc/jQB/ffRRRQAUUUUAFFFFABRRRQB/Jr/wUgtjbf8FEPjtHJH/rfjH4ndSO+dWua8RXQ57jUYLCOPJmlUKAOuTX0P8A8FLLdpf29vjfcohDxfGDxKA23qP7Vua87+EHhOfxH8RrFpom8q1XzZWK8AD1oA9auPDyeH/CelaHHEAwRdyge3evmv4yeI21r4hX8yOGSF/KTnsvFfSvizVpI5dU1uSV/s1hZu0bkfKOOK+NtR1KW61Ce8c8zSs5J9zQBHeXbq5AYjHWsbW7793ujftzT9Qv1MhJHbrXO61qgXI3degoA3fDx82FJD7mvrj9ji1CeHIp2B3SzcnHYV8l+F7fbaRoergAV9lfsl2Qt/D1lCVxigD7G/Z2ht/+E1tLm4TKwI0g+oFb/wC2H4gm1vwtYWyTFngZmManovpiuQ+FFxJYazEYGO5gVGOp9q7XxfZ2scX2rXLfz7yU7YIcBvLz6j1oA+QPFela1qGprHZaVNKjoBhUOM5pIfDfivTTH5WkMxRh8hPavcPGnh+70aJrvUtSt9OiXhnuGBbB9AOlcZJq/g2NWubfXHu26ZVCAfxFAGfa+FfEeo2qNLpu0nnBYcVman8GvFd1fpe28kaK2C6M2K7PSfHPh6309o4FXcRyXJ4P51Lpvj6W/f8AdlC2doUdxQB0Xwa+G1/LcuNRtw3lR8OnI+tdYulPbXrR7dwjkx9K2/gnr9toZN3cQthosN8oIPtiun8Q6X4V1931PSiY5H5kWM4wfcUAchEm6SOSD5SrDnNdT4AvJrvxBw5PlfxA8VknS4lfyo5AxAwCeK674XeEJhJJIRv3kFSD0oA7+wjdpQrHgkc1pyaLaSxrEXYZIJqj9jn09NsuQyuMq3YZranikSZcOpOAeewoAz7uxhg1RvLc5IA5qxehmtwp57VFcA3mq/Kcgnk46Vo3dm8MQOwYPBNAHD6ypSVzt61iixJY3joPlPArstQ0lXdi4zx1BqOw0qJkMLWqvz1YUAcwiGf93yM8fKKfdQyW6IrxMQDkkrXbR2Nrp6hrowoo/hVBmqV9fabIWDFnz04AxQB5T4g1mTz5bKzhaMvlQwWvm/4wa80F7caJNcM80TYIY9cmvsPUDoTO+9RESOC6V4R8avghB4l1SXWrOyErHBMkGccHqcUAePeFfCEt8VuJUKoydPWvTfgzptt4U1VpWHzMMoG5ArMs7B9ImSxtLoqqALtkwfm71qaNper6dPJcTQM5ZsiRBuGPwoA9l+I3iOPxL8NVWd90luVKn2z0r5a+McBEJnyB2JPoa9j/ALdln0Z9OZ26cg8V5X8YbQjR5ppAxOMrQB+Z/wC2Bbyab8RtQtGbh5g4/EV4RrDlBn2r6L/bptfJ+I8d32uLRWH8q+b9ZckYJ7UAZWm3Bi1NJGP/AC0r0/w5e7baUAnDDIP4V5RG22YP6NmvWfg14ef4kapB4Ss9Qit57sFYZJTxuA4H40AdFomoEOhc9xmvs3/gmr450+08bzeFtZlzb3MQaHLfdfdXxJNbX/hbV5/DXiGze3u7OYxyxSDBBB689jX0B+yXrdtpvi+zuoJ8O4+XL46MKAP3V8MWEVn4dtZbhmKqoC46kYrufDvlWujo6TEFnDREj9K4T4Oamni74baZdeYHuFtIxNjknAHavSbKw/49IEY5C52MMYNAHZeE38zWoYXXakijd6Zr6i+HEXk+C7KLOcB//RjV8uaXORfQWnmDfuDFgvSvqD4YeZ/wgth5hJO2TJP/AF0agDfooooAKKKKACiiigAr8d/+DgiZYP21PDLE9fhfZD6f8THUq/Yivxv/AODhiZY/20fDK7sE/C6yxn/sJalQB8t+BLhJRHIeeB0r1HwvsmIZUOfTFeR/DzUIkt4Qw4H3se1er+EbuGe4XBxx1oA7bStIMpBUcjsK7TwTALe/EeOdhBzXPaG6qqiMbierCuu0S3FvdxSsCSSAQBQB1On2kjvuB+9/DXaeDtNGmwebglpmxz6VzekwrLdIPKPYcV6JoukG5ksolTIVQXJ6AdaAOG+P9gL7T49Of5beFMuR3b0r5h8aWdlN5h1CAW0ULYDN0NfVvxY1TTZpbl9RRY7W2Pzysf0r5e+MPjHwxrM0htI02wr8kXUt6HHrQB541qut3babpFsyR7SpkkXHft6Va0H9nbR5rxdS1S+SSbcD5SnPA7U3TPEmv3NoG0HT4UycGSdNufz610em+P8ATfCrR3viTUYAwwStu3Q0Ac54z+Cxv7aa2htGFvjDKlueB69K8Y8Tfsc2WomaS2lkt3lbhn6HHevpe8/aw8HxqI7S084ZwHlYKG/DvWR4o/aB+Gmv2Z+22UFtMFI3RHj60AfHniH4KXXgu1l0Y6gs4hffsYYB9s967/4SQWWr+GpfBttfQwTOMNjgk+nNdJ400zw346mlj0u8SIXnInZsZH17EVW0H4MXx1nT7Pwres7RnElzsyXHUgHpQBs6T+zDHd4/0y3uFUgEKcsDX0H8HfAJ8I6DHpMcMjLFgHKcfhWN8Jfh34vfU7axurV4gHyZH4yPevpq18DJpGkxpDbo7soLl2xzQBwOm3Bt5jDGrKWXGSuMV6z8OtHsrrSM3LKZC427eeMVyd/oljd4hEYWSM/Pg969A+GfhEw2i3QuMAdi3WgDrtG8Iae9ksMkTDe3y4HapYPDUVpqAdfujg1tWsU1qm7IGcHFRSB458uw57UAZt/bxwXR8kAnviorN7O9JglQKcENWk2mtJdNNFKRuHIrLg8OXMDyyF+pJwOc+1AHKeO/h/p/iEbHkw6nKMK8n1q1v/BniZZ57Rh5RBXP3SBXu1zZX/ngW8ZA6HjtWL4y8Lzaxp5in00yyFSFYdVoA+Svj/J4l8UQ3OtW7xbF+ZB0KmvAPGup+L9V8OR2V1qq7FciUyR5+X2Ir63+KfwF8Z6haOtnNmAHc1uBgt7V84fE/wCCXxAvbafTrfSXii+YKiLgofX3oA8KuPDeq6de/wCl6daXMUr5TbJhiOxxVubwbrupXkSWWqRRQQrnyEHIP4VhHwl4p8K6xO2q64cRPtkW4JDHBx8o7D0rr/CfixtENxcw6Z/aE4h2glCoTPrigDqPCXhvQxbRxaldvJLjLArjP1rudN8K6asJa0jEe9cB4uRXltnr1xqN39qvHaz4+6hBB+teh/DvxXIH+w3gMsadPLIGPegDtPC/gtbYLMt0JAcfN0OfevVfhvJqHh+SKLWAPJMm5h3TnjFc58Mba28TssSviIPgR7fmOPfvXsy+BUn0uIXsBH7v5JcYPHrQB1tubPWNFKJKHRwGV1PcVyPiPTHtdYCsOdoP1rZ+GdpcWIu9DuScNhrdiOCfSrPi7SzdRrehR5kS7ZF9qAPP/ESCaCWPcMFDx6V51qGkefJI5PfivRNbZEWRyORkECuL1zEKFA+AfSgDg9fsDFuGcKOuD3rz3xaEkBjz1/Su28bak0QeKFuF75615pr3iOzYm2kkAlPb0oA8z8cW8tvqxAyeM59a4jXLqeymF7bSFZYn3Iw9Qc13vjS9gurrbGwJUYBrifEFg0iMVUc9M0AfrF/wbd/ERPiBpvxZkc/v7O38OxzrnoSdU/wr9Pa/I3/g1uRYdc+PtsD9yHwoSPqdZ/wr9cqAPAP+CsX/ACiy/aW/7N/8Zf8ApjvK/iCr+33/AIKxf8osv2lv+zf/ABl/6Y7yv4gqANXwipbVRgZ4r3D4ey+WFBzxjFeJeC4/M1XHsK9m8HsYQme3Q0AfSv7PrR21hdau64LSBEOOuBmvd/CGoJMsR253DnHrXgvwx36b4YsolPLje4PvXsngO4Z2QMvDc8dqAPVdDtTe3cblMjgAYr7F/YR+FFvr99c+LL21aSLTFRYE28GVulfJ3gW1We4jI74Ir9Jv+Cf+iWXhv4Qx63dop8++edgRndtGFoA8G/4KD/Gmy+E+p3XgDw3dh9b8jF3Pni1DDOB/tc/hX5/3WgeKfG19JfI8ixMxa4upm49z/tGvt39tj4EQfEf4oar8RY77ZLcTl2tZPuynsT6V856v4G8R6RuS/t/LiRTllH7tFoA4vw94e0vQoVtNEtXd5TiW5lQF2PqfQewrnfiV8UNE+G9hcRWLfbdT24RgSY4j+HU+1WvHPjm5eGTR/DP+jWaZFzfyj5pPXb6CvKb3w1Bqt2zXOozGGQ4SPbknPfFAHH6pf6/491c6tqmpy3F1c8SSSOfwXHYVe8OeCPEE1z/Zy2t1IjyYZADx7j2r0/wf8PdAtfK0+98qFHIO5iN2fc9q6dNTstCLwadFCscWV8wY6nuTQBwngz4QePY3aIzrGpJMbbuQOmM9RxXq/wAJfhj/AMIfbPrWq3roIJdxlLlt3oOTXl/jX9omPwdaPZ2zJO4XbiIYHJ7msS6/aX8U+N9HOharObC2kVsR2jYOAO560AfWF18SYbjSbnQprW1BmT9zc37qoxjsDXmtzp2hwl31m600FXwhilUl884IHSvD/Bl5c65ZqbnVWmKZUPLIWbA6E55rqbjTTc2sUTtJJMo/dyFuuaAPqn9myx0PVNJm1KS4YhZvLTK+gGR9K900OPw7BYShbOOfZIoVWU5B9q8O/Zd0S98J/C+CCUgytO0jGTnJOK9d8H3kV1qAtLlQjs/yuvGT70AfRHw0sLSfw4r+R5aSQ7jjPDZ6Vem8JyAMRMxjLfLhRkUzwRc6hB4QtdPZF2KvO1eSM5HNbrPceSpI+YEcYoAwz4StWYG5d8cAgkZ/KrsfhhXsHi0yNmy4Mme6jNPuC0Z3uOd3IFTafJPKJUjcgbTn8qAOQstYMCXVlecqP9WQvTBxgVlX+v8AkxlQsYXrycmrvirR7ywt54LZMmQ8lTg4riGtbqENFMDz6npQBleM/E2ryXywW00aR9nEanr9a+SP2mvE3xB8I/EUXcOsXCwTQnBVVw36cV9WajYtcXhiKk4+4WHevBP2z/DarYwazIG3wxkuqr7UAeRxfH3xrpOlSSXOvW/nMgFsLmFSST3JArjfG3x4udNczeIdMttQyBukspGjbd6AHIrz3xXrcms+IoNKs7pfl5A3HAx2+tZOo6DqWpajHozyNK4lLF93RjigDes/it4G1XVW/tNnguJTxb3Xy4+jDj+VbT3GmX8DmPTmMHlkbWAcHI7E5rzPXfCetxTyS/ZRO0eVZUXDE1H4N8Zav4dvhp0cM+GOJIJMkKB1oA9X8NfD631y3a10vUPs84G6MTtlCPTJ5FYfifwhq2h3f9n3NmytnKunKye4PevR/hxdfDzxTbR28+rmxuMApGW4ZunJr1bw14S8NTRf2PeWSzOE3SBwDuHqD2/CgDyv9na08caDqkV5ehk0jeC+mztnzh6gH7n1r9EfgN4m0DVNKtdV8IOsSQBfOshw0J/Dr9a+UL/wTJocP2vw7bkwA/NC/Lgf1p/hL4+3/wALdZTXbe7EckL4eE/dkH90jvQB9mftgX7+Kfh/aT6QN+0+beRgZxjI3AfXrXwb8VLM5kdlGV5+lfbHhPxpovxU+G8HxI0x91rdt5d1avz5D45U+1fKP7R/hI+FPFd7ogyYj+9t265jYZX/AA/CgD5k8bsAjuOBnPPWvAfjlGl5p/2hDl4GycHsete//Ea2eO3kZcEqCK8B+IbmYS28owGBBx6UAeC+Iz5gYqT+VeWeKEK6s2e4r1fxNbNZTSW+cgE4b1FeV+Lv+Qu2Om2gD++iiiigAooooAKKKKACiiigD+Vj/gooqXn7fnxxAYnZ8X/EwZSOP+Qrc1B8JfDVx4O8C6l4pvE2XN2oitlPUIBya6v9uLwLd6z/AMFKPi5oEFzBM+o/GPxC58iXcERtUuGIbHRgOo7GrXxhutPD2XhvR1VYkRYNqDqelAHmvxku7rw98B5L+eXEutyCOJSecDrXyVfzeW7LuPBI+tfRH7X3jaOTV7P4c2fEWjxgEDpuK1826zMUuZVJ70AZepX/AO9Iz2rn7+4F7epCrc7qtatd4lY5rL0adZ9YMj5wi55oA9P8AWzahrNvbIuVjAJ+tfaf7MVn5OnQIVGN3y5618g/A2xkvL77Zj7544r7Q/Z7s3htoIlUbmYZBNAH1N8F9Aee6l10wb/soxAuPvSHp+VaPxM8deHPAmnm6klXUNYkBxbK3ELdyx9a6Twjo8Xw8+FmoeILoBWtbGSWPceTIy4U/hXzJpNzrvjy8n0+1geeZnLmVyce+TQBQ8W6xr3jK8kfVZt/2hsmPPCj0FYGp6m3h+wOkacmTjBwvAr0jSvhZdB1bUbxWaNvux8YH1qpe/DLRpbuSGe4yC5P3iaAPOfDpmnhLT4AZ/mDc49xXceC4NKjvTbxrnafvkcmul8MfCTwvbgyJaSSfNncxOK6rTPC/h6PasFihxxlAM0Aa3gbU0tVaB4lAVcr1robJbqXNzCSu6TIYcCrmh+B9DuLQTw74JJEwd44Fa+k+H00yJ4LnUI5kzlKAMaCdzdrHNEocnoO9erfD37PY3MSbxGSvykjvXluo+TJrdtLaITsblQODXa+FdTnudRV3G0/wj0oA9E1y6WW/DOyn5V8zA6kd6hv7q0NwHedirDin2lnLf26iQduaS70O0M6b2cFRjFAEtoLYoDbsCM8kda1dZuLZrWKV51AAACEc9Ko2Wmw2kJWOQ9eA1RaugMapISCDQBX823u1dSFAzwcdKhaeSFTFG3yjuo61WRpYZGYYwTyDVhGe5QqkByfSgDH1u6nZ1ERO7Pf0qtNdB4iGBJx1rXbwzqN9NulVY1HTL1VfwTcqzF7tM9sZoAwrqCO8H+kBfwNYGraddWM0gsyArKTkNXbv4Vvgm2MiTIwcGqdz4bmtwz3sRBC9OvFAHyp4j8YX2i+NZdH8QaMtyqz5SUDB2n6V6d4RbTZhHc6VcKfMjyIm+8tUvjJ4GtJ5v7VtLYedFuOQOSPSuPsPEbaXp0dyF2OeFUcGgD0fW/DttqcjXel2hN4ifvIQOH9/rXjHxV8660qcTggqhAU9q9l+BvxC0vxf4iHhm9cR3bofs8zYG8jsTXFftL+HhpWr3Hkw7EuIfMVMdOxFAH5i/t+acV1rSL1E+9bOjEjuDXyprhw5I9K+0P2/tJefSLS8CYNvKQ3HQEV8X6994/SgDCU8kn0rovA3iG60SVbuxuWiuIJBJBIpwVYcg1zyqQcmpLedoJSV7igD7nm1b9nX4sfCHSfjF8QPCV1eeK7uxmtrsw3rQwwtCNqysFHzkn3rzn4JeKk0rxVZ/IfLV8K2efvDFeMaH8W9fHgaDwMkipbQzSMXH3mD8kfmK7b4baz5lzbyxf6xJF/LNAH9EP7FniKO88G6BqluzlZtNTzFI44FfRVvNbX+oCTco8sZUqOlfJX/BM/UR4n+Cug3CSYMdiEZvQivq3QGiia4ZmGQmMkdaAN/wALTm91olw2EGBkc19Q/CV/M+HunNnPyyDI/wCur18ueEru2iuYvLAYu53Mwzivpv4Iatp+ufDDTdS0u4EsDtOquFK5KzyK3BAPDKR+FAHV0UUUAFFFFABRRRQAV+Mn/BxVcpbfto+GHPX/AIVbZZ5/6iWpV+zdfir/AMHIUmz9tPwu2eF+FdkSM9f+JlqdAHx34Q8UGCREjlGNg4z3r134fayb2VcvhgRgA18xeAPETXWuPaRglccenBr3n4ZXe25TB4BA4oA+i/Cl2fIQ4we+a9D00MbVJoxhhyCK8q8Naiv2RSMHoMZrv/DWqgxrEScY4GelAHp3hLEssco6YySBXq/h+Py9IjmCfPL0x1xXkvw/cyfvGTPGAD3r2Lw+gbYp4WGHLeg4oA+Xf2wPGeqw6jJ4P0BXIVy9yQcBie2a+X9Rgt0uWm+0vJdE/OpJCp9PWvp/9o3TH1PU72W3dUWKZnkl9RnnmvlLx54207Tr59L0qNJJDlftjj5VPqPXFAFbVvGltp9wY9VvSgRMI+cEH+teZ+PPGXiKa9b+xFaVD/y2cZAH07VefTdQuNTeTV7wSMzZWRxkMPaqt34dvbq6LaZqBE/Tykyc4/GgDDtrrWtStg17aPIGJUXMZI5/xrpfA/grU9avk0yZ5pUn+VHPWP8AOuk8BfCvXNVtAt5p77idy+YduD64r3H4U/BLRtIK32qXs0pYApb5xhh6GgDP+Fn7LVrfaWbTU4GkLkBpEXGOOvPevYvh98Eh4buoVsrYJHbNnbJFhmH+BrpPAfiSzgtzp97YrbkMAgxl8Dqa7qw1jR73UYZ7a0kiijcCaZhxigDX8F+CdG1DT/t66ckMytwGTkmu2j8Nr/ZAd7FSQOMLTNO8XeDrOJYY2TdtBHlr1pzeI7nUb7Flanye2WwKAOa/4QuC/unFtbfNu5AHBNdx4R0K20+xSzciNlzxtzk0qT6fYQG7Nuqsf9ZtPc96bDq1tNMDE5XHGQOKAOhtrK5XJlhOFGSQw/lUVzZnfvFsB77qsaStzNCszMACMAnvVi+VVwASR6EUAVrewJhFwgTrzzRcaZ+9EzfKpwSq9DWhaGBIRG8eQRjg0mowzSTLJGvyAD5R6UAZGobYTvjtv94EdfesHXNajsiI3i3ITgrtrqpUeU5AGOm0jrWbq+iW86ESoDk+nSgDzjxDqGj38bJG0mR1G3kV55c6Foms6pJZ/anQscCR4yQv+Fer+JPCG0mW2AGDyRXK/wBnWtvfNHMi5c85XnNAHz98fv2QdO8XabMUihupGGWuIUG7rkZB618t/E74Yan8MrxdMa1uWiCA+YiYVvav0r1vwhm3fUbYswMJBAOM5GK8u8WfCrRvFGnyaXqjLKvTDpyufrQB+ddlo/i4Tyy2STm3kbADpn9RXc/DPw54r0rXIrzW7aaOFhksUJVx9eldt8UP2cvHPgPxPJd2NzNLpskuYfK6IPQ1q+CdL1GOW3j1LUxw2CnJI9sUAd/8J/Emi+HbsFwhVyPMkPUHtivePB/xP0nVbQ+HnnEjg/JK5HIx0zXzh4m8K2USreibdMjDlBgCuj+FfieaPUoohbZRXBkc/dAFAH0bo0N1ZTA3THy5GyuR09DV3xDCzakQUyk8XB7HIrlND8cx7AL6cNbOPlUf8s67iFrbVdKtrhXDh0yjjn6UAeNeOg1s7I6bcNjjjJrzzxNqIlVkhzkjrnpXpfxLtbieadQpUxucDHXmvJNfb5HUHaV70AefePZXgikA5xn8a8O8a6hei6a6tx8ydV9a9r8d3ca2UrMdzAdMV89/EnxTHpsjpuA3Hr6UAZtretqTOkhw2ckk0zWZIYtNlcv9xCWyK5m28TxW2p+Z5vyy981P4y1lYvDt3MrZBgbBHbigD9Jf+DUjU5NX8T/tGXrfdI8JBPoDrVfsRX4z/wDBpAd11+0I+c5j8JZ/PWq/ZigDwD/grF/yiy/aW/7N/wDGX/pjvK/iCr+33/grF/yiy/aW/wCzf/GX/pjvK/iCoA2vBEipq2GHb1r2rwLareXEMOeCwyfavD/CMgTV0B7ivcvhtL/pSDPRexoA+g/DF4qRw20cp2qqgcdK9q+Hh3lcKRnGPevDfAsYvJIVPJIHfrXvnw5tmEkUb9OOfpQB7d8OIg0kbMvC9K+/f2XfFx8OfBMR6hIE2bhBGTyQ3Rq+I/gD4Rk8W+KrXSypEI+e4YDgRryT/n1r6t8RTReEfBo8S+eLPTLWMmSSThdijigDM+L+q2rpcazqN2scKZeR3P8AKvkj4x/EifxZJJZaWph02NsEdGmPqad8aP2xbb4hazLpKTfY9PhYpCshx5n+0fXPpXEQTnxQod0KwK2Yx3l9x6D3oA5zVNH/AOEnjkghthb20bbZZSPvH2qrN4K0+BglpbE7VG6Xufxrt7xLKw05rvUp4obaEHflflT/ABryX4gfGO4nEmleFgIoM7Xnxy/0oAn8SXfhjwor39zfLPMqkiFHztI9a8b8X+P9Z1+4aC1vnt7UyF9qEjdx3rYvxPNbyTzv5hlU7jtrmW8PXupXCWukwPI+TkIvINAFCOa8niLaxYmVSN6ZXg8006fBDI14lyUSRflGORnoK6S1+GOvxW/nX1+6up+eAN8wFdRB4d8JroUM1/4cmjZ5cLLyc4wDQBy3w38J+KbvXPM0qGUiTsB8oFfR/wAJvhbe6nfRwa9ayOi4ZSvG2qPwL8LRadZvrkFq7RO2IwRnH19K+jPgl4H/AOEqunu1u4baVXx+9mAHT0oA7DwX4Z0zRfB9tZxxurswKk+grpdH0cRFdThiwyk/MB3zTESxTUYtI+3wH7Om0kODk13+l6NYjQ0S5ILcj5ODz0oA9L+HmqRXPhyJplx+7GGA61r3GoWSQEmYnbxwKzfhjY2keixWUMIMRQhmY5IPtWpfaBBb/vSZCrdwRQBl3WsWQwF35YcAjqau6NdSujtbRnlTuJHSqkthZyThYbUuRwCTz+ldHoeiGGyeKGPEpUNx6A80AcpdA6g9xE0ZPy8e9cXrnhy4BZypG05yK9J1No7O7lR7ZUHdiOa4vxRqdx+8WCIKhz87DrQBwqaWtzdu6htyn7uPvUz4h/CSx+IHhme3vLNCyw4+dc9qr6N4o1ODXJIJQjASHaStdHqnj+/tIPsptYZTLH8yqpzigD81v2gfgHpnwr8RzXV/YZJkLRvEMcE9hXJ+AvCSazcfaE3RL524THlsV9Vftv6ytvpyeIn8NW9xFaLtmWNvmUde4PrXz74f8V/DvVo7eLSr+5024Eqv5UkYKZPYYoAkvvh+PDWmzaykcV5dXAYJDjaT7815Nd+E9Shunt7vQjDczOWeY/wj0zXv2taDqt5C13DqcNyjIVhcNjn8a5C4XUpNOOlXkccrbsTFkzgf570Acr4e8Px6dFHbvDtcIcSE8Z9a7jwL8bJ/h/P9n1ueO+s422l2PzxD2Pp7Vx+vR/2fpbQ6aZBMHBijbLIfx7CvIvG/iTxK11/Ymv2zW0M0hYSRcq3bG4UAfc9h8bfCXi3SlvvCWorc7R0jYfKfQ1594z8MXHji+/teFjFdxnKxdEcf418o+A/F3if4ca2mt+EtRk2qczwsvySr6EV9cfB74oeFfjDpizaM3kavbxBrrTG6n1ZPUUAfQv8AwTd8WS6nd+J/g3rG5Rd6PJNBDJ/BLHzuAqn+17o5KaDq7x4eawlgmbHVopDj9GFdJ+wx4LF18XpfGlvGUmttMkgYgY8zeNu0+9O/bSszHpuiWEybZEe7YqeoBZAP5UAfDfxK0/bBOyqepI96+ZfiY7x3sq4IwD1r6z+JlntSU9Ny5x0718p/GoLb6hIAMZyc4oA8N8dOu/eMgnOc15J4okEmqMR6V6f4+uhv8vd6968p1mXzdRkb3xQB/flRRRQAUUUUAFFFFABRRRQB/Nn8bNJSw/4KIftAeOr6BQtj8WPE8dqD/E7apc81wGkA634piv8AUAGt7Z2nlJPTbzXq/wC29DDpH7WfxktrdPmu/i34ilkdffUrjjH414z401m28F+AdT1GC4Bknj8iMg85PJoA+YPjf4i/4SL4i6rrZb/X3j7RnsDgV5R4iutly5xziut8V6iZ7mScvyZCSTXAeJLzddtk/wANAHPaxfN5rANUHhrfcXsgU4zgZqnqtyWmcqa1fhlaNezyTMM5kwKAPoz4A6IoMCheoFfY/wCz/pXn6zp1iqfeuE59sivmD4B6YqCHKjhRyR0r7G/Zc8Nzat4xsI4VwkcgeR+ygd6APpb4krLrHw8v9NuJjDarGkcjr1I9BXkHh9Ehb7LoFitnaw/fmA5YDuxr2X4kXGjtpM+lRThbKGHzbl8/eOa+cfG/xLmv0fTNCjNvZFyoRBgyDsSaAOw1Lxd4a0yB3tZWujtwVToT9axLD4hLcTgQ6HAgP8bgnH41xmn3txaWwDEuCevpXQ+GzLqLgGIBSew4oA2pvEniC6d4LGdFDjGxRit7wbDc26rG7Zb/AJaEnOK56HQ5LrUUSGUxhW+YjvXUwltL8xFGAoAzigDudF8UXRkFqXDwjhSetbGlXdteq9vIP3hYlRmuD8Mzy+SZFUknpk1uWMj218rM2WbpigDo/D+jJe+JDBtYBUJxiuq0nTHstQizzh8gAVleAJxc6w7St8wjwW7mu/0fTory6jXyVLA8bqANqzkZLX5T94elWZLb7TIsrsPucjHetHVNDtrLTQyyBtydV7VnwXccShMqMcGgCSQH5IxGDx2PNVtVsnkBGwkZz06VpWItnmWZ2GOgGK09ctYoolljjCKRyx70AcL/AGcIt7SckDIzVyyst0JWNyO7NVnUI0aCaaNQSq8c8GsDStdvryee0l+VEOBg9aALl7qUGlybLWIyyHk7vuisq41/WWfJs0C57Vav4mdAYxlifWs+S+x+7kGMHBoAmj8ZfZH3yWPzY7GlOvWmpfud4V2P3WPJrI1WCKeItFNz6d65HVLya2utwdlcH5eeRQB0XifwPZ62kjSwfdU5K8EV8z/EPwvq+meIZmsLcvaQsQq7ec19FWHxNl0/Nhq1v5yyKAX6MB/WsXxJ4X03WLR9R0eRZNz5YDqv1oA+cPBms3mk+NrW5tGMU8cwKnOMetex/tYtBrdpZ+ILMJidGU7eg71y/i/4VOL1db0yLy7iNs8DAerPjS/n1L4aJDeEmW2l2tnqOKAPgz9t7Qftvhq6jxkiPeMe1fn/AOJQULA8V+lH7Wmmpd6RcEx8GIjnvxX5v+Pbb7JezQH+GQ8fjQBzw5FNHMnFKvQfSjAVtw9aAJLK6+ztktxmvTvhbqyxvvzn5eMeteWlFyw9Oldd8NNaW1uvIlPIHFAH9BP/AARI8SweLPgAdOlndLq1kwhIyNuK+2rBGgumjuhjL4THRsV+d/8AwQV128/4QW5sIZVPmOrFccDIr9Hb+1W92pkiSOXJZaALugm3TW7WNLj5Wf5ht4Br6t+FaRx+AtPSGNVXEmFUYH+tevlfT7aKG6gEdszg8gjsa+p/hRv/AOFf6d5h+bbJn/v41AHRUUUUAFFFFABRRRQAV+Hf/BzTrMel/tseF1kfGfhNYkDPrqeqCv3Er8Cf+DqrWFtf2+/BeneZjd8ILByM/wDUV1Uf0oA+FvBPjCPT9aTbhTIhBPqetfRPwR1hr5cyvnoS2a+LJ/EptdatNku0GYDOfavrH9nLU1utPjYOBuAxQB9UeGJ1eyQREHiu10Sdo5o1U4JHUGvNfDF35MEao3bJBr0XwZbLf6rAJCdpHzbaAPcfh5GIoIY1++5XIPrXs9wkWlaNKxIXbbkzN6DHJry74V6bBJcresMx2se9/wAOg/Oun+Nfi+PRvAf2UTeXc6kSAvX5P6UAfLP7Q3jz+39Ym0zQo/8AREchm/56H3r5z8ZeGre+1M/2bYNvdeUHO0+or2HxSn9k6vcfbX3ZcjYzY3D2rm5kkSN7i2soghG75h9wetAHm1n8PfEmoacbTVXWMRsSJOM7fQmm2Ol2nh2UnTbZXZOs5PI+lW/iD40jU3FvFdzeergKkY5cdM4FcPb/APC3NeU2mmaV5dseBIeWb3PpQB6ppXxN0bQ4XJfzbzAwx/pS/wDC+Q6LIHkjdXAj4OPc155Y/Dn4n27xG8WLzHOGcx5OK2dG+FvxQ1bWFtYhEsJfbhosg+9AH0F8D/Gdx4n11dRtLkzOYhuEn3V4OTXtuneKYNeVNMtLwPIIyHixgZ9a8M+CPwm8deFbzzbi2ZgRjMJ+9+Fem+HfB+qWN1da05eNguA0h5yPQUAdDJrep29+sBmEUccmGJODXqPh2/fUtKjNnM5kdcBh3rwTRNO12+8RSX2pNNMjnG1x0H0r2rwNry6fAumCNYwi/Ln735UAdPcvqI0+K3klDSAYcr2re8D+G5b5SzL/ALxPeodH02G/sRduRhmycriuw0JV0+3P2YYIAOSKANC0tLOAfZkQ/KABxTLiGKInETH2q/DK13a7wBnp8oxk1l36X9umSxJJ6H0oAlEsEQUtbsferS3tm8PlRxYbHOTUcdt5lsqyDLEcDsKZcaHPDbyTrJ7gCgCO6tTOvmqmNueMdaztRW5hj+aHIzz9K3LQv5A83n5cE+9ZmswyTQvEjnA6kHrQBzOqfZ7jcrRMOOcV5t4ot7mz19JLeUFCckSdq7jWvtMAcRyMM991cNrWp3X214r6ESqRxngj6UAWdP12K/km0qVGBAKxEfxDFcVr13FYao9vMC20/KxNbGlXKyXMNzBI6lZCDu7Cq3i6206WSSe4jDO5yAT0oA4TxTfPdMbR4ont2GGzzivKvEnhiz0vxAl9oh5LfvYx2HtXa+PT/Z6yNp0smc8r2FcXplwbqVo9SLR56sR81AC6v4t0OCxdAhmlB2uSMHOOlU/C2v3+mTRw/ZkVJn3OyjoD2rn/ABlHZ6Lqrjyz5DYZmLfeBrGg+ID6PIbW1uFkkHKRSnlPx+lAHt194rt4tPFtbS4d/wCLPavZvgV4g/tbwmum3jETW674s88elfIugeNJ/EeoJazFY3dhsxjDHv8ASvpf4F6rb6dcxpI/XCHB60AaHxRsiblr6AfLOOSB0NeE+OIXsnmV+d3Kkd6+j/G+mvFZXsO0EI/mQsfSvBPihZK0H2sI2UznigDxTx0WTTpZGxkIcZNfJfx28QCCZ0Z8FnAHPvX1J8R71vsc0ZflVOMmvjP9pG+KyGRG/wBXLuoAo3OpF7aNtx3AZBzV298QpqHhK8t3lJdbdhgn2rjdI137XaRuJAQV64qtfay9iLiNpDseIqeeuRQB+vH/AAaEXAuB+0GwbJEfhEH89ar9o6/E3/gzsujdJ+0QxxwvhEcH31uv2yoA8A/4Kxf8osv2lv8As3/xl/6Y7yv4gq/t9/4Kxf8AKLL9pb/s3/xl/wCmO8r+IKgC1os3kalE+f4sV7T8Ob0JPEWbOfevDom2SK+ehr1b4e3+UikRzkYIoA+q/hCftF1CdwwAOhr6X+Humfv02DnbnNfLPwA1S0vLmFS4Vv4lPevrr4WxCdVeIZG0cYoA+rP2QPDQ/wCEd8Q+I4wTKkUNtD8vOWJJx+AFaH/BTbx5ceDPCXhj4SWEhRf7LS61BFz+9dhkA+oFdD+w7B5/hfWtOKKXS8glIJ6rtP8AhWL/AMFEfBdz4m1/T/iNHatLb2dsLZ1Iz8w6H6UAfC58DG6mXxD4tULETm2siMNL7kdl/nUmr69b+ENPl8QapqX2WIrtgELbdx7KqnrXReO/Emi+BtGn8WeJdoij4WOVstK/ZVHevlP4nfFPxL8SdVl1XU5ZBCkmLS2iGFhTP3eP50AdD46+O/jTxTqRin2jToX2x26tjPHU+pqLwnrlx4puF0qy0p59xyzRrkKPrVTwp4ek1aGLUfEGnpHCB8p2fM3/ANb3rutL1bR9JshZ6bp62qgctAuGcepx1oAuaV8OWgU/8JO0PllR5KWzsMj3bpWnH4f8O22oINGto4kBXYsK8swxnJxk1Tn+N3hXwpaBNcVJY4hnZJH8xP09K4vx5+0L4l8SaSNX8DaPFb2HnGFpo0GVPXtQB6P4q/s7wnJFe31xG7SZaSyVCzfUD/HFTQfEuHXbuw0Sy8FxWVvcgq0tyoZjz144FfOlv8QtTukmlvb+eWR2PmMWOf1r0vwOl14niglj1ecpAivJsfmP2+lAH0F4l+GOvXfhxoNF1tjGQCsUEu0fQgYrrfg1oFx4O8LpJfiZruTO1VzlW9TiuJ8I634hN9Z6do9xIQI081pBwAf619EeGdPezVLVLRWlkjBZyBhTjtQBN8LYri0STW9ZjdxDwhY85PSvUvCfiy31FRYyM0ZkIKgnIPXiuK0Cwu2SXTtSdDHLJvVkHQiux0jws9rbreiVH24MYT86APc/AWrCLwmkK2arJuOZM8kdq2oL13tfKdsg/wAJXOa5nwHqUEnh1IpIgWAzuC1rSahYRKAC4C8kBKAL9s0Tq4iiRGz8xHWrem3E1vcAxkgk/e9RWK+tWOxWjt5SdxyQw5q7pN+b1j9miI5+8xoAq+LYJRcTXsshZnycEYya868RLq88MnGBggIvFeka/KTcC1fkAZJzXKa5Yy7WdUIGMg460AeQxW6rdSpsPmk/K2cYNQf2tfwwvLO2JQpUFx2Fdw2mPI0zMFGT8vyjNZGvaXpUrpBdKqYAK7eC3tQB82fGnRl8TaLerqWSHJ4YZDA//Xr4H1u/1n4YfFWTRtXaRQtxvtT5ZwyZyK/UL4m+CINS06ZYQyCMfMkiA5/Edq+Kv2yfgpruq6F/bfhjSY2vbJS1u6Dlsdj60AcTqn7R+najcDSbhxHkjzHMuGGe4FYnj/4o6r4av45XkuJrIoC7qfm2/XvXz5rOra9e6osGtRyWd1C372PYVDH0Nbek/EHVb9jp2qXKsIE2rnkMuOlAHuvgv4weFPEemvFp8jY3BTHMMMOenqfrV7VvDmiX8B3IyROuXSZM5z/9evmxbu6iJ1jR2lRIJQvmLxhs9eK9J+HPxkt5FTRvEdxIdz/LeMeE470Aa2u/B24iik1PQN7ogLCKRsfgp7/SsXwN428UeCvFVvf6LcSWl5bS/uyvDZ9DXrrGy1CzgfTb5ZY2HzGP7jg103w4/Z5svHl/D4mvrZY2tHLW8rKMyEdj7UAfoR+wdrCeKfhhp3im60tbfV5yj6rBDwd3ZuPX+tZP7e+mC68a22oWe1rRbQwgpyBMDufp35H5VxX7E3j6T4bfE4WXiGYQ2siC3Mbn5WYnC4+prt/2m9NvLvwh4msllb7Tpt2l6GQ4O0thv/QqAPiX4uWDQB3PTaQc18g/tAXVhazNvnGRnCrya+oPjBf39zayJc3TspJ3ZY18jfHSNWEjDsxxQB4D451TzZnlbpztHoK84mfzJWc9zmux8e3axB0LcngVxlAH9/lFFFABRRRQAUUUUAFFFFAH83v7emqHSv2zPjHIEGB8TvEDbmPQ/wBo3FfIfxx8eS3llFocM2FGXcK3c19Df8FIvG4b9sz43WaOA8PxT8RRAg4IC6ncD+lfFfijVHujJLPIc84JoA5HxDdBlOJP4jnFef8AiS8Zrtxvxxwa6fxHqK7SgcZzziuB1q9LzSyM1AGPq1yY2Khzlh0r0P4H6Y1xZBhHnLZry65dp5TIW+le2/AS0Itok28FM0AfUHwQ0wQW8bBRuwABtr7W+Atkng3wnb3zkLe6k4AOBlU9q+ZP2VPCkWueJdPtJ4tyBgzj2FfWUkMUF+8lrBsjtECIT0QUAXfir4vQ2n/CMae3my3K/vSnYeleX6d8NPE+r6oIjBHDEjdZG5P4V6BpOnFpHFpGXeQlmlIyc/WtG4ey0a3+03F6om24IUdKAOPPwicOtm2qomfmOEzV7T/AJ0xPs9vqx2qeXMXOfzqeXx1HaSB7e13c4O+tm28Ty3VsrJbp8/UFc0AT+EPATmIzXGqRn5sgshyK1bvwHqqWjNayxTndk4fGarv44Oi28dt9mQtJ0AXmtM+LrU20Z8sh3xuANAGXpEdxa3SW93btEynDKVx/+uthrm2N2m5gCvOc8102gnTr61SNoklJXJ80ZI9hWXr2gaVBMzxaeQzNn5TQBJ4R1mSHxQkEMvDrjrwa9Y8N6rPaX0cjqOGGDivJfDkdvba7brHCB83p0r0nTpmiu43Y8Z+XBoA9P1C/jvoRMBkMPuqvFYtxp080yOpQbuxbFTaTdMLVd/Q8D3qSYHckmwgA9c0AW9PsXicF5VJHRRUuuX00kAjZz8h4UnNEbhcbPTk+tVNXkZhtAwfX1oAz5i8kJiR87hyKybjSZ7WX7Zawnf8AxKq9a2rFA02X6EdxWhDBIsTCNiSfQcAUAcxDBqF7kfYXBP8AfFOk8I30y7po0QnpzXQm4s7RgzyhnxyEqKXXbPd5cls/P8WaAOYvfBF5HbebCylh2Bxmua1TwldsjzTaed+OoGa9I+1WSy7i5EZ7A9Kq3EunzyMouxyTwxoA8I1tGtbwtcwkbT0K1i65rusaZOtzpN20B25BXow9K9i8aaRAzkCFWyDklcg1wWu+E9N17SnsTmCaNsxsKAMLS/G6ePLf+ymjRb+IfNDkDzfce9c98T9Naz8PSSLDjew85PQ9jXC+OLHxD4E8Si6V3iKk+Vcx9K9A8PeJ4Pit4SlckNdSWskNyq/89VG4H8RQB8f/ALTlt52jXBaMfcyPavzb+N9iLDX3AX7/AD+tfpx+0nYXMGn3drdRssiKQyntxX5uftH2hi1KO42kZJGT9aAPMV6D6Up6Ui9B9KWgBDzJn1FXNJkkhuBJG5Ug5yKqZBAPtVnT2KsHAoA/bb/g388bpqHhWfy8iVF2Og7kd6/Wey1C1fTVkaMCYYZuOT+Nfi7/AMG9l1BcR3t3bzEtAWWSNeh96/X/AMPX7zCNl/dFxgeZQB2Hhdp3maVo2KhhhXbpX058F5BL8NNNcMTnzuW6/wCukr520GBY4JPMwcxZwp6mvoX4GTm5+FmlzGPbnz/lx6TyCgDraKKKACiiigAooooAK/nh/wCDs3Uvs3/BSbwZblsf8WP0xv8Aysaz/hX9D1fzhf8AB3jqRtP+CoHguHdgf8KG0pjz/wBRrW/8KAPzP8TeIS2t6baQTfN5u9sHtX19+y74hYaXDFLJ2HXrXwdoGsnX/FLakcFd+yIA9FFfXv7OWtvbxRRq2cYwaAPuDwlrQktkZXyQuMZ7V7V8JopbudJtuFKj5s9Pavmz4Z6hJdvHGW9Oa+o/hPss7CGGNAz4xj39aAPoT4Zae7aIsMOS13OAeOdqiuf+P12NTvmt4WOLf5FIHIA4xXdfDO0Fj4ZgvLn/AFphL8jG1eteP/ErXdR8Q6td6d4fhkYeayyTg579v8aAPDvjMbDTWj1tGM0sX+thxnPpxXJ6R8PPi18WFXVtI0K4t7NhnMaEZHoK+jvh9+zZH4k1gf8ACSXDvAh3yIFyXPpk1794X+GenaBpy6do+npDbxjCRqO1AHxnoP7HWsT2Cf2h4dDylskkjP1NdTpH7LWv6TEsEHh8hHbkIAcj8K+uNO8CoJD8mM+vStrT/DkFmp2x52jOSKAPk60/Zuvgqx3mimJARhtuD+tdR4f+EWi6Axjh05S4+85T5jX0wEslRYpIoWyOAUGRWTrGlaK7lo7KFWx94J0oA8q03wxYaVZfbZNkQB65GfoBUt74X05g+t3Exgtim8I3O8fSt3UPCUM11vtlYnJL7ulYeu2t9dTEXLF448BUHTFAHkHjXxDdw+JhJa2jQWSSDcbfI3D3rsPCHjK11jUl+y2EkCqqjOeTSeLPCAuLMsbcsjNkjFafw+8HQWNql+sRG7quPSgD1Tw5PcTRJ5KjyxwFNbf22WxdACS79QDwPSqnhSwAtEkKYYqMJ3rp7Tw3DqMiB4woVs/U+9AGpo08E1gDC2XAycDvTngS7LmRiScYGK0bC3OnxmG3CfLwRgc1HM7gsRGMnk5FAFZQAFQ5wO+2rcUETwMHBOehOahQM4L7SMjptqexkuTNtJwMcZHFAFSeyBk8pRmPsfSszU7Oe1DbI8it940JLBj8xzgVm63dxQRPyANvftQB5t4omjiEjJhSDkhj0rzHXtRt77xAkMNwNqg7ucYr0fx4lvNazSecCcc7W5rx3+x521d7yCUuFB+UnrQBXu9aXTbnyoLjIaTaqMOOvXNcn471+6hu45Yrt1VgfMw33TW+ulW11ds+r3bL975IlyPoDWBqHiLQNPvJ7ePSN/y8SXT5FAHFv4n1q4uGtEtXl56iM4P1qeDwBr98sl9HoxKMMnoazvGHxhuvDl0I9O0a2wTnbHH0/Gm6J+1nrtpKIbzw5HsTjCnhvwoAb4g+EWs+LLZbSSweJ8bcl+g9q8c+KXw61XwNqA03VNEmjCJj7VnO70Ofevovw3+05ZeJ9VWG40hIn3gIqgD61o6vceEfih5lpq9gjI5IAH8Q7ZoA+XvhdstrlpdUBSMg/ZZecs/tXuHw++JU+gyRR3qAxpg7t3zD3rN8W/s76LYrNqfhbVG2qfms+qxn1HpXCape32lvHYMpAVvnck/N9KAPuJb3T/GPhaDVLWYSR3drjevZsdK8I+JdjLHFPbyqQ4yGUium/Zs8dtJpB8N3dwDFJgIC33CR1H41X+MdshWS5KYKO0cpHXPUUAfHfxTupIDcRuMAkgGvkH9ohVljmUkndngV9ffHLbb307pGCrsSgPavkn44rHPvcjI56d6APDvBXi1USXSp3+eKQ4z6VoeIdUSewd1bscgdq8t8cavceE/E/wDaNs+1d37xfUV0SeKodU0gXVvKGV15wc44oA/aL/gy71Jr1v2lYGbPkyeEAPbJ1yv3Nr8G/wDgyXuhdX/7UZU8Cbwb/PXq/eSgDwD/AIKw8/8ABLL9pYf9UA8Zf+mO8r+IKv7ff+CsH/KLP9pX/sgHjL/0x3lfxBUAFd38M9T3IsRPzKcc1wlbHgzVP7P1RVZsK59aAPrP4GzM80ZTjBHNfX3wi1TULWKMRXLdhyeK+MvgBeo8keWyTgivr74WXyvbRiMDkjJoA+1v2JfHF7Z/EaLQbq4dotVjEJyeFYHIP5Zr6P8A2g9C0yDS7yTWhF/ZiREyeb0UDvXy/wDsY6dDNquoeIJh/wAg6xHlN6O5x/IGvSv23/jjY2vhyw+GBvkW/Nik2pLn5mBHyigD84v2y9E8Uax4wl1bQFa40WNilnYIc+UvqR3Jry3wh8NL+1EWt6zH5pBDLYdNoz1YevtX1/Y+BIrgtq+oRiV5Ruht3/hH96uR8afDbw5YWdx4j1t/sSJkl1OM/UUAeNwaRc6hcXDsfKiji3kOcAL9favPfH/xW0vw9HJofg+Vbm62/NcH7qn0Wt/4n+NvEHicXHh/wnpmyxjbCyRnDydvn9vavOZ/DGmWd9FDPHKL+Q8QKOA31NAGMtn4p8S3H9reINR8lG5KFuWre8OeK7PwlZro1rYi4DuWEeOG9Sfep7H4d+K/Fd+bVYTGFYKu/gCvQLL4K6HoVpHLf3YlmQckjoe9AHI+H7iz8SapcR/8InMqtgo8a8BvT86+kfgH8PdG0vwTeXd0wDzylblVUExrxisDwD4CssRG1kjjRU3Myr0PvXSjXNI8Fabc2Da9b/v5NrxK2Wc56ADrQB6Z4f8ADOjeEbJdYsIeC42Su2SQO9em+BfEi3F4l3ezs6AHCKOgrw7/AIWY194Lj0DR9FknkiwTPMcDr0xXb+A/EfioW0CTQpC0y4wkXQUAe7fD7Uv7YuJUubUxRB/3Mjfxc5r1ez0y2/snDSbGH3Bj1/pXgHhTWrhGhWaUsqsBgHHNe2eFNTtNQt4QdRUMwACs3WgD0/4caXHa6ZDBMfODMSdvGFzit7VtGsYAW+zsVBxyag+GosINEZ5kcyp93HT2raYQ30DxSA4PODQBgpa2XlFY4FH+8c1u+FrWOMGSCNVYxnZioF0m0CF5EY8cAGrFo32WRWibgAfhQBV8TRWqmK4lt90qkq7HjOK5rxDqtjHAGCkllIIUdK6vxpcSXNskjKBtBJIGODXl3iXVWSGRbaNtqg/N60AY93r2nwDPIIY8Vmz3/hvxHE0EwkE0YJSQLzWe19DdoUIG7ByG7VWtLbyblTEwBwTkewoAjvLrQ9Sgkshc7ZUjO/zRgmvFPGfw+vdRM1vAFnRgQCuCRnvXtEtnZeIYCksIjldSFlXua8q8UadrWj6lcQWfmKInPzq/3j9KAPiP9pb9nKz8PXk/ilrVAwYiYbMgj1rw9Pg/4O1PV430vUJbd7hB5kicxrnuR2r71+L+karr+mTDUraOa2aIrKGXDA4/Wvkea18PaH4lufD9vHKrsxEalD09qAPK/FPgC78OGX7JqJksUlAkC8qTg5b27Vxmo3txptwLWOMNFIx3Mv8AF6V9J6B8HfEWsaYTeRBYZp2WQuc5GeDjtS237Mnh/Tr6a18j/S4GDo83McnfgdqAOT/ZuufFGl6xFca2rnTDh/srnhh+PSvub4eeJPDXiTQ4/wDhDhHGsaAXFvgblP8AhXyLqsEPheRdOvhskjUmNF4BA96y9K/aM1f4XaoupeH7lRfKcLbbyVZO+4UAfbPiXVrbVdc0zR9AuBFJpt5HP56HGZQwwp9RX1D8bbFbrU/E1jcQhXuvCHmSf73kK/8AMV8U/AXxHp3xgXSvFPhY7mubuOO+ts/NFMWGc+x5wa+7/wBpvT4dM02/8XxrhJfCzW8p7Blh2j9P5UAfmJ8WGBjmJOK+UvjmD5UjHtnFfUPxbuW8qYbvUV8o/HbUYIrSZi3QEmgD5f8AH92JdTMKt0PNc/VzX7k3erTTZyC5xVOgD+/yiiigAooooAKKKKACiiigD+Ub/gqR4jtL39v7422+n2H2RIfix4jimAlLeY66nchn56bjzgcDNfKHjW9S2gEnmZ3DjmvoP/gqHrgT/goR8erZT9z4y+Jwx/7i11Xyh4v10zxkM5IGQMmgDn9avwzvIT61xWs3vmM0aHknmtnWtRCQOxbntzXLmRpZGkY8k0ACD5lX1NfQXwHtk+yodvRAK+fohuuEHvX0f8AbbzLNNpA4HJoA+7f2H9KkbVJL9YyfItuAR619K+MNMGjeE45FA86/m3yeoUV5H/wT/wBAV9C1TWZYcrGqJnHU16V+1V41tfCWl6fotuw+13Ftk442A9zQBDB4q060tFg0dgXxhmU9/SoNWsV+yyarezAFhnBPWvP/AIc6pER+8cyYfcxB5rqdd1OS6tjE8wVF5+goAof8S/ULmO0SYjceVNdcYLSyt44LeQfKBzXnFjIg1IXEYLsT8rg8Gu+0RBeKr+Zuc8hT2oAz9X1KeXUwIzv2Hq3auk8N3MOoW6tsBdW5+lcneW1wNWukMqgE/lXSfDywnRGQSbic/Oe9AHc6dfzbs242FDyB3rQXUxewNBduUYfdk9T6Gs+0g8i2Jc4ZupFLOCrLtPy45460AaOko0F/DIz/APLQciu+s0kLxojZzjGa4Tw75E8wmzkocqDXovhUxyzIJeCQCBQB2GhpKLVXnyO4J9RVyeYklducnOc1eeOM6PFbNCqsuSG79K5e4vLlpzFEXI6YoA6CO+h8xY94Jz0FaN9pKvbLMx3MwzjPauf0OyuHuBK+BjnDV1R1DyoBE6qSFxk9qAMOKJUkJVecYAqO91G5SIwxPjHDEUSTNBOyxg53ZOahc7mLsOvUUAVI0GTLIdxY4prxqxIPY8c1LOwVwuzAxknHeoVidDnrk0ALcqohwDhh+tYN9erHNhm7HNdDPGXUqQQMdSK57XLHzYXYZ3KOMCgDi/F3i3VbK5/0eUlFXO1jkVR0nxhoOsyLHcYhmPXceDUHjYGKUgocFMH2NeZazqg0qVwrk5bPy9RQB1nxw8NxJob3iQLPDIcgDnP0rzD9nBLzQPG+q6bIWa1uoluIQf4WU4Yfka67Tfi1YTQr4e8ROJLWQYSTPKH8av8AhD4fvpvxBhu4pVktb63kSJ06ZK//AFqAPBP23dDt7PxRfS2keILqJZ4uOoIx/SvzA/ai0xoVErD7sxP5mv1k/bd0B4NPsHuR+8jtngc56kHIP61+Xf7WWmbbSZscKQf1oA+d16D6UtA6UUANIPl59DzVi0famfeoVwdyn04qS1AKEA5xQB+q3/Btx4wto/HXiXw7cNwsSyoD2zX7OaMbqUR3krs8fm7EAHavwa/4N5/Ef9m/tI67pLMB9p0kEZ9Qa/dzwHqN22lwCSDAEnyHsfegD1LRlEOLQiQBlGSR0zX0Z8DYbi3+FumQ3TIXUz5MakDHnyY4PtivnjQpXkjErSB9wxk9q+j/AIPszfDnTi2M4l6f9dXoA6WiiigAooooAKKKKACv5kv+D0DXptI/4KfeC7a3yHuP2fdKUMOw/tzXc1/TbX8wP/B6t/ylN8A/9m/6V/6fNcoA/M34VJ5k8APtzX198A0EaoeeAK+PfhZdqksOTg5FfW3wL1FVjT5udo70AfXvwhu2leJMdWAzX1x8Gok1C/tLQ8KSN7ewGT+gr4p+EOqTtPEkSkndz7V9dfAnxBJEZrhyd0drtUe7ED/GgD6qGtTXXhBLHTDsN4uzcDysa8cfX+lZOi+CLW1uXt7RGBmO53Pc1Q8H6vNc3kGmSnCLbKUb36kV6RpFhDBGuwfvBzuNAFnwf4cj0eFQvHHJxzXYWcUCqFjA6ZzXP2t7GpEZYH1rStNSVMIpGPpQBrJGXJGOMcEVIlpMQQv3enNQWOpAqAY+/FWHvpC4UgbSMjFAFaXSpw4Oc88ZFVptJkkkwqjPpit62DPGGc9T1q2tjFI2QmCB1oA4ybRWEUieUFOew61hXvhtZZh5dsCc88da9Qn8OvPGA68ZyCKpt4fig+V05BoA8t1PwWtzEI2iI+bJqS2tNO0NDaeUFCDhR3Nej3+kxSL5YiUHtXOav4L3kzg/N9KAMjTNV1K5udsTCFQOmOSK7LwxcTqjO7Z465rlF082kwk2fd4J9a7DwtaS3NuXC8Ac49KAOk0qBpYWmYklv4DUt3GVUBQBxk+tLpj7H2A56CpL0xKRkj6YoAqwo0gKb8fh1qe0twCSBuKk0WEe5QT3b07VeMUSMQGwAMjFAGLdNPbZ3Yzg4PoK5bxRJcz20nk5JIwK7C/2yz+QgJ45zWZrljHbac0gjBZhxmgDwPxnp2t6xffYGuGiAb5ypxmuc1rQNT01TBE2+JcFtw7/AFr2O50SzkuzPKRknrWf4t8JWN5p2+OZUC9SD+lAHl+j6dZ6mfJmiCug4BHXivMfit4aklMoihA8s7VCjrzXsv8AYM9jNmNSMv8Ae74qHxB8PtP1xRP53lPJ1GOM0AfJniTwnfDTY76OAthijqRn6GuZTw7vuSrWxWQ9cV9X3PwntrS2ntr6WPa7fIccbvWuR8QfBWTIuUtxxyZEAwaAPGPD/huLTLC81qNSZolKRkr0LcZ/KrfhzW7rR5P9c4Gzp2zXplx8MLqKyezgjB80ZwR3rnrn4XTS3os2kA/vbew9KAH+E9Ym1W0ndJ9258uV/iHpVLX/AABpHieczRqY3B5XHFathoGmeBSgvbkqsnCITitCz1RNaujGtqsUH3Y2Q8k+poAy/h74fuNDvJY1BSRRlCOjYre8aXsusaU63IxJdWxyD/z0Xof5fnWrd29voelo6sHduFkx3qh4k0v7R4etL2GQmWNiR7j0/SgD5A+ObfaLeYnjacjNfH3xquJBC8q/3iAO1fYPx2ikS5v1ThPNcbfTk18nfGLTlfT3+XPzEgYoA+PPi7bTXF1JJJ3zxXA+H/Gd94allsZXZoipCqTXqvxRt83Tps7nivGfElr5N2W245oA/fL/AIMb7n7S37UUhPJbwUTn3Ov1++9fgD/wYx/83Rf9yT/7n6/f6gDwD/grBz/wS0/aVH/VAPGX/pkvK/iCr+37/gq8M/8ABLX9pQf9UB8Zf+mS8r+IGgAp0MjQyrKpwVOabRQB9Kfs0699oa33NyMDBNfY/wAJ9TYBY8jgjGa+B/2btWKahbojkEHa1fdfwpmMsNvPEow8Y3cUAff/AOxRaLf/AA81aUgZn1a1hYjrswSa81/bm0XVL39p3VtemuHigsXRLRD0fCjH4V6H/wAE9rj+1fD2r+F0AM7ahbSxKe2cjP6Vd/4KDeB/7N+Jj+IJ51jtTZL50pXhNi/MT70AfPEvxt8M+HfD02v/ABEuEso7cYWUttWZuyL7n0rwz4mfHrUviHqJnEywWUb7rWzXBBXsW7E145+1L8ZtR+I3it7KymZdIsHKadbH1BwZD6k1nfCnwt4r/d+INXu7mOCRiYLQjJkBHBIPQfrQB6hBYX+u3T3FvZkyyEEGPACg9zXQ+FPh3oWj3X9seJ4vtk3VFX7qZ4/E0/wQ0sdoJNQihhYkYRTxtz1I9a6q2ufCNtAdT1LxFbFo33LEWyR+FAEo8KQWejnVLCy82V3OzeuNnp06VymoaXo1nIh1vWDd3KuWe3jPyp9cVX+IvxhubvS2sfC8wWMyYllU/r71gaPpuq22mtrEuqLlE3SSyHDSE9Bj0oA6vXfiJb6foTafG5sxMyxwQW+AzsfXvzWJa/DXxLoviSzv/GLi2uHfzI1LbginkEke1cL4zuUs1h8TSTNdXfnn7PGGyIX6DPvxXZajc+PfF+mWUl5PPJJHbrsaVtobpxyaAPT77x74btANMsb1E2f62UNzIRXoHgLx8/ilLa+s1eKKBAFz1c+w714N4U+FF3bXdrfeJtTMlxcSg/ZojgKp7V9F/C3RdC8P2R0i0CIVf5VC5Iz2zQB6R4ZuNYvbi22wlEZwFVlxu/CvWNDtl02yjuIH3MOGGfu15TomZbxXkmdJI2XbtJ+UelexaLZO1hDcsQPMPp39aAPYPg/4sS60oQ3QBIGGJ7mu3TWtORipu1XjIBz/AIV5b8JNHubC3mu5phJufCrG3HHevRr7Q9PZBcHzFLIGxuxjNAFw6xpzRszXB6dgeRUVrrEMs/lLG7HPc44qGLT7AQnZbOwIwpaXv+VaGiaVZi6SR7ZsZA++fWgCv4rlc6cfP+UsmAADwK838TwotlKQMEKc5r1XxNYjULSc3rhGQEx7F/h9K8x8VtYWtnIJrlhx1C8mgDzuxSM3xE1sWVlAJHGa0rvQoBGUgnZDsPyt3z71lDWtMkv/AC4bvlG6lcYH41r6fq2n6ndrKmqwuoQhlY4wB2yaAORi/tbQi4uLVpYo5jyh6CsfxVKt1dm/twNsigNEwHB9a9G8RaclrafboLfcpXhQQcMema5G9s9O1aHyLuy5Y5BU4KmgDxn4oeCbrU7L7VY3JG0bpEA4PtXx1+0r4S1Pwvrlp4i0tUDrNiZVXAC+pr9C/Gvw5uF0I3ulalG6yDBjduQfSvjz9r3w7P8A8I/LHfwSK0SkhguQSPegDxDRvjDqGga1D9pjkWKfAXzWwrMev0r0Wf4g6VrPkzrdRJKqglCwyo7nNfOOv6+1z4eNjeIZXXaYiqjIIPX8q5fxj4n8Z+G71LmC8IgZF3BThfcUAfQ/xBmsryDyhbLcqzlklQZ2A9wRXh/jb4a6z4XvH16GY3dtL87SEEsgPqK3/hv8arbVrKDR7mNFaMgeYTw2ex9K9GtNAn1F0uLVVInO3ydu7eT2A70Adh/wSe8Wz6d8b4by6uCNGG2O9jf7pcnCEe4PNfqf+1hDcf8ADPfiCGN90psoJISOrID8xH/Ac1+e/wAIvglafDPR49R8P2a2ss5Et9AnQOf4l9h6dq+8vGniM+NPhl4Z06XMi3/gm4SYk8NKiMOffAoA/Lz4x3DBJjjnFfHH7RmrlLWVM468V9g/HG5EUdwuAAAcivhr9pPV2BliPoaAPDZX8yVpPViabRRQB/f5RRRQAUUUUAFFFFABRRRQB/Hr/wAFWr42v/BRb4/BW/5rR4pz/wCDe6r5O8RakzqQT2r6P/4Ky6w3/DyT9oSBZchPjd4rBHpjWLoV8qa5fMwLb+goAydWvWuH8tTwDzVSldt7lz1NJQAsZIkUj+8P519Ofs62u62XcOwxXzJCu6ZF9XH86+s/2atJkupIbVELeYEUKPfFAH6gfsJaDa6F8Il1LUYyI5p/tE/qVUcCvOP2otefxl8YL2cSlLdI0W3T0X0r0jwPqa+EvgSmn20wjaSUQr82Mqo5FcJf+AH8f+IItVZGSGLi5lQn94OwzQBzng5b1LlLHS4WZzy5TkY969C0L4a+KteRrdwMSJ0zjJrq/Afw/wBF0242WGnoueuOpr0LQNJg0uYbCXJPCgfdoA4Xwd+zm5nik1WTaijGxDmvQNL+BmgaRAzR3EhIBIY11el7HT5l27Tx71pyQGaEmQ7iV4AoA8pvvhRo6XG9FaTu+V61s+HvAmjWcIK25XbxwcV0Mun3CyMWTqeDimywNFbpEXwc5bNAGdceCBKymwk3L1KP/jVS98OXaReRNAyt7DIx9a6zTrsWaKAfNGMEHpitS0e1vkaaPA2Lyp7UAebW1jPpbKoRk3HvXceE9RkLKjOOwGfWn3OlQalcYdFbjjC4pdO0pre5HlRNw3NAHeRalNNJHGXJKjOCfanXUJJ81GC9yAKzdPV3k3PjO3GO9bDoVQBznK54oAXTX2uCrHPcnvWq8jMoJXOR0qjpMCysGdcL6mt+xtbW6R5DE2E4FAHM3JUSsRktngZq5YFAqq0XUcluRT9btLSFt8MJXf75qCPUYbaNY2ycD5s0AX2sLCUEmBG+lJ9htrc5ESj0yucVnT6ywTNqQDnrmqd3fXLgO0pIxzQBvyxLLHkImMf3RWbPo9tcSnzLQFSvJrKtdWmEuwyMAOh3VebXLiGIzecpCg8EdaAPPPHHgvTZbmSWON1HPVuleH/EnwJcQztLp9zuL9UbFfQOv67FNcGK7QBW9DXCeMNC0rVAwspFSTsxORQB8l39nrNnrsljeh02PlSRx+Fe2/sx+PxqGqT+C9ZmUmJS9jJIeVfHT8a5nxt4UZrye21BC0o/1bpwVHtXAyXniH4a+LrHWIJ8kyqTKBjdg9D+FAHpP7dOmJceBrbVI0+aG5aKUDnnbxX5X/taaa406ZSv3oyR+Br9Y/jJqNv8VPgZcalEo864h89Fz92ROGH5V+XP7U2nibTpMrkhWBzQB8cg9fY0Us0bRXMkZHRj/OkoARQRJnsafaNscjtTcsCCMU5WVZiMUAfZP/BE7xZH4X/bP062mlKxX0Bhba+M5/nX9C/hq4hu9Jt4EnfKZBIOMCv5lv8Agnt4rl8HftS+G9aR9pS5XkV/Sj8DfFtr4i8FabqkMZkknhUv5g4NAHrHgzV5oZzbNco8OFCOD/Ea+r/g2gj+G2moDnAl5z/02evkeWGxsI4p4IfJPnKXUHrX1t8Fmif4ZaW0JypWXB/7avQB1NFFFABRRRQAUUUUAFfzA/8AB6t/ylN8A/8AZv8ApX/p81yv6fq/mB/4PVv+UpvgH/s3/Sv/AE+a5QB+W3w1uSk8XPO4V9S/BzU/s5jKtnIGTmvknwFeCG6Qdw/rX058GtSVvJ3LntQB9e/CbX/s1spRvnY19Z/s2alc6tfSaa7fNLCrn8D/APXr40+Fs8DW8SO2CcFcGvsj9l+P+zIINc4aS4fy1GOqjg/59qAPqPQyLVILlT8oAVSe1dvpXi1J0WGFtxxgknvXl9rrEV47afYz7kXqw9faui8MyG1mVXJznkHvQB6JaSyzfMpKt9eK3NODy/K5II/M1gaRumhXyx09a6bTIiYhJtIbsAKANS0JT5QegyRWpbFnOxV3HqRiqVnaO6ZmXGCMY71sWUCRsCqnnBJPegC3Z2jkfvVA/GtG3WNGxIRx0qCFDGmWf8alRUxuDfRSetAF0SYwoYAfXNJJFBKhDLyTkMBUNujyZfeQMc8dBU6WjIADL75z3oAp3GjxOxdDn0yapXGmlmETjoeM1vR2ryHKsAB3I6U6SzgABmXP+03egDlZPB4u5dxTCnncBWta6L/ZttsiTIIzxVy51SK2Ty7YDPTOOlMsrj7TcbrmQ8jABoAdaQvHCQ0Y8wnIB64plzAxABBwSc5NWr67kiOxRknuBzUAldoyj5yT8tAFW1NxFcmGPjA4PWrmJV+UcseDRYmMZTcdxOCCOTUrDaPujI46c0AVJbmSGYxyxjIGASOcVieKNSeK1MKOCR61rX5RmBkQhh/EW61z3ii08yze8CDYO/egDj78yyI0qvsauN8Z+Kr7RoVRstEQdxz1NdLd3scMjI07EnjYazNS0yz1NDa3USspB6igDgZfiVP5iiBQAfUZroPD3jfTNcYW+oIUdeu1eCKxte+Fi2zebbSld2SoHINZdro97oJd3Q7iMBqAO31XQRfEzWMyyx9QoPI/Cs3T9OuEkaB4Wf8A2CK5WPxLrGlXBMV027PTORVjT/iTrl1fpbcMzNgsODQB3lr4S0+6tXnv1FuyDCjbkkV558R9Ng0LTpz4YtkSZ1IFw4yffjtXXaz4pvo7MJbygsoG8gcmqEFvaeJ7cDUYNpPH+9QB8y67pniO91AzavcO2HyCzZBx2Fa+jy3NvdJ9n+YLjcO1e4ar8MfCKgm9G7IzhTXJ6/4W8K6Whi0lGBI5JPOKAMW6kurm0a6mPb5EzwBUwvku9LWxcAPChJUGpltorqwRYGIhUc56muC8YeL5tCvR5LYbO1h6p3oA8O/aM0Rorq5vYB8tyzOfY55r5G+L9i0dk6yLyGJr7Q/aBvbZ9Dv93z/Z5FdDjoGP/wBevkD4syR3cUgUDjsaAPkb4sWKx3xaMD5gccV4j41gVdzlcMG5r334sw4v5IxxivA/Hj7ZjHnq1AH7s/8ABjH/AM3Rf9yT/wC5+v3+r8Af+DGP/m6L/uSf/c/X7/UAeA/8FXf+UW/7Sn/ZAfGP/pkvK/iBr+3/AP4Kt/8AKLj9pPH/AEQLxj/6ZLyv4gKACiiigD0D4C6x/Z2vBSRxKpANfoD8A9atbvRoxNIAcrgHtmvzg+GF4tp4pj3HAZa+8v2adUgubaKKZ+oUqRQB+l//AATOnth8V7iBWUwHTt5z/fU5X+tdf/wVgDXnwyn8N6fcbL/V0JhdT8yqB0/GuH/YMgtdE0XWfFtvc/vI/IhjOO5bOPyr0H9tjQbnxz8TYZ45Y2tNO0+IJGx6uVzigD8lvDHwQNvqg1XxrprC4jkKw25XhSP4mHeuxaEQStDb2yxxohzJJwTgete8/HL4US/vfF9i4VbWNmvgeBgDORXx98S/jkPEVzJ4d0y1NvZIWDXOdpcjjn0BoA0vF/xVuYLp7LRJ/OESbjL/AAA46Vxh8WeJNbaeMmSQMwZZA+MetY58W2dujafBbkOke5wOQTWzYTjWjDplhaPGzL5rMo+VRjvQB0Wha5YRC2i1KUS7Gy0anIyPX1rY1vVdY8QTXeuTILexTbFCNpUMcdQKl+Hfwv0bSLI6tq9yJZpT+6LghVrZv/CV7q+niw+1QxW7XO4yl+w9PzoAyfBGkaXD/wATnULFZLffvZZmLbjjqAeleozaxotp4ag1LT4R5qptmkncBVXsBn3rybx34mtNE1W38N2ytMkOVdYjxx3JHtWFc+N77xhoGqXUgZYrMgQRAkKAD6etAHsvgHx74fvvErm+1CW6uMEgBtqZ9Axrvz8ev7O1m10HTNDtraSX708pLsT2r5E8Fa7qaxy6hfSyRIjDygAQRXeaJqOr+IzNqhuDm22OkrfpQB9neDPilrOoWgTUrhFn3BSsKheMda97+HWtyano8aPfO4GM+ZJnB/Gvjb4D+NLTxlp0UZIS6X91Nk8K496+ovA2lXS+G4pkmO5nAAXgUAfVHwXtbO60sobwxkuc5BOfpXb38qu3lwvwi4XceuK8u+AmuRPo6QXAxIg+Y56kV6NNdWo/eJIucZGTQBsaPDC9gC6bypyu3PFWoIkj2KgOAfm/nVHw9fWzWODcrkZwc1Yt9Ts5QyrOThuq0AaOrvbS6U8nkr5hXG71rwz4oXkFvBNFKADg8DrXtV5cK1p8oyi5xmvDPibsuLid12jdKcZ9KAPKrpot0k0YYOTjDVY0K4iguUtZCNhIExBzxVzWPD7SwFo5FjY8gnoazNB0fULe8l+0xF48g70OeM0AbviG8uTatbabdkFOVZGxnFYNp4niW5Fvq9qdh6SJ1zirBmuP7UNkSAEUgE+9c/qLzpfl7khBCSSAeooAu+Kb6zisjJbXjFHPzfNXzp+0u5v/AA7e29uEdTEflYZ7e9eueKTLqNjJLbuY12lg2eK+Zvjl4za0s7iKW5zMqNld+QRQB8peH/DSaj4huLRgsUkiOhR2ypx0Iz09K4vxhZyWoh0bX7uKSQO0cgcYI5/WvU9MWy1jGuaM486BmkaNeSeTkVlfEXwTF4u8KWWtNYFP3r7ZkHKt2BoA8Uh1CXwpdGXTbR1LZCsrZU++K+kv2PPiTqRvLWTx1GWti+203L8yk/x89hXlXhD4ReIxqaSeMLL/AEMy5gdRncf8K9W0XRn8PSNE1qFPAQ4wFXtigD7u8Htpmm2K6vLcJcWscPmMR/GMf1r2fwMs9v8ADDwVPcXJIuLzURHntG7ZC/hkivhn4AfHSLWr1fgve3YMmfMt5C2dzD/ll+XNfoJp/h+XTvgL4G1CeE5tpLmRxjorsSP5UAfl3+0a6217qMCfwXEigZ9GNfAf7ReoedqTxr3lx1r7w/abvVOoapMrfeuZGz9WNfnr8c777T4haMH/AJaMaAOFooooA/v8ooooAKKKKACiiigAooooA/jB/wCCwOm6t4a/4KY/tBQarCI3u/jV4purcCVWzC+r3TIflJxkEcHkd6+T9RvmuG2Z+tfQX/BW3Vbm5/4KiftIQmRiI/jz4wQFjnAGt3YxXzmBjqaACiiigCfTY/O1GCID70qj9a+7f2EfDkWqeJ1nuYA0cFszkMOMjGP5V8OeFIGn1+2GOFlU1+h37DOmtaeHr7U40+ZwkSsffk0AfXNxu1fw9oehW4KpueWVQOoJr0fwdoFla6YkSWijK46da47wfpZiWO3k+8luhAJ5Ga9N8HWUszRttyBxQA/SdD/sufeyn1BArat7VrdhMZSxPO01uQaHA9uWbBbqoAqtaaSUm3SgnB6UAaeiI0kSO65z2xWvJHlCFGOPWq+k2xZkkAAGcY/CtB4TuIKHPagDOi0qWdxL5jBe+eKTUtAW5CtGpB9hW1badIy/L65OavQWI67c8YFAHF39ldWTxRpDhf4+KsadGwuPNRSoA+YDvXS6ro7XEJ+TBXmq2maOqTESocGgCXSLe2u5hKkIUd1xWraaEsz7IIhuPoKisbe2s7jYARk9q67Q4bMzrGNq7l6mgDmzpE2nzFZosMp5zV6JLeWMCQtycYxW7qMUUsrkIM4xms4WpHyKwP4UAFnZ/wAMeev5Vp2twtgrRs/JHSqdswEme4HIqa4Cyybwe2TxQBR1qeGRkGNuF6Adea564mKTNxkk8ZrY1BWmlGw5Hrms67tljOXXBxQBFF5jwknHB5xVW5mkU7VY4xyKsrE/2chGxk1XuIcsIuvrQBCI1DZAPPWnTM/2doY/mJU8GpltTEMhe3WoJgY5iV4BHNAHG+IbK6kZmYHgdq8t8c61qWjTFrWVgemD0r3nU9N+0QF4yPu85ry74geHYbxSrxDr3FAHlOg+ILfWNZJ1VwSWKksc4rO+KPhKDUPOiiQeWq5jfHIbsRUfifw5LpurPLaIVBP8NaPh/UY9Y0+4tL2XdIifID3NAHMfDfVbux0K/wDBurzO0lrcLOiMesTjY34V8V/tu+B5vCmp3VhcQkK+ZIjjqpJxX13e3NxZ/Fm2m2kJd2clrKvblcr+orwf/goBaHW/DdjrxjBdYWgkP+70oA/MjWovI1e4iz0kOKrVqeNbY23iOcEYy5rLoAKXjep9RSUg5VSfpQB33wE1dtD+KWl6nHKyGJw25TyK/pQ/4J8+K7XxP+z34c1W5kDGWyQLJK2ckds1/Mr8P7prTxdZTL2ev6D/APgjZ4+tvE37NllY6qQ76c+wKOwPSgD7xjtI5UEbRCTPA56V9T/AhoW+FGk+RcrKoWYb0YEEiaQEZHocj8K+WfDN5BJbJOxwFbgOPSvqb4EQxQfCnSo4du39+Rt6czyH+tAHXUUUUAFFFFABRRRQAV/MD/werf8AKU3wD/2b/pX/AKfNcr+n6v5gf+D1b/lKb4B/7N/0r/0+a5QB+TvggZ1Ac9GFfSPwikYGNlbpjpXzT4Qm8q//ABr3/wCE+r+UiLuxwO9AH1p8M9TLxRKJAMEV9q/s8awf7C0tVYAwXJWQDqM8g/rXwV8KL9pFtyzcK4zjvX2D+z54kZL0aYHGJlBjz2cdP60AfSvw41eS11CayvGIIkIGT05r17RjDdJG6nBGMGvDdGmaPUReqCPOx5uP4W6V7J4Bke5SITHCjG3J60Aei+Gknd1DMQvcmu20kxQjdn6GuZ0R4YrdWk2njA5rWguyygRHjPFAHVWdyqv5ZIB6gmr0Nyh+YHp1zXO6dcF2AJOT0yK2LUSyKA3BzzgUAa9tLn5cbs9K0Le3DsGk6AcVQ06EoVC9+ma17O2YkZ5HegCaGHoqc5NWEtSjEuPl9DT02RneVOf/AK1Vrm/XzhHjnGMj0oAtGSMDO7B7rWfeXTYJyRjpk0pmDZZnyc84qpeozud/TpkGgCokcszlj0zgc1PAXgcbBnHUHvRbCJpBEB7fStLT9KjM+93zjtmgBsluJ7qNpCQpGckU3UF+ySfKQSTkZ71q+QJBjy8MB1NRajZRyosm3lRjNAGUmoxRqWdCSOmB/Wrtncfa4jNKNuRxxVVtKuHB2IAg5z71ctIolthGTg4G4mgDK1pSsrGMkg9jWLrfmy6cYSSARyPWuo1OxhmfzI7hSNuDise7sYSSAwbFAHnNx4bivZzmYIffrTrzwPcCJPsVwrcZIPBzXYXPhq03GRpMAc1Tuhp9hGNs7O1AHPad4LvNRcWt9GuzIyT2FXPEPwr8O29kSSrcZKkcitIa7b2du0sA3OozisLUfGm1RPIMAk8HtQB5p4v+HtpHMyaY2cdmXFcxb+C9RtJzKLUrt+8w5yPavT/EN9a6rC1xA4WXOcetcXca5e6VfHzshWOGU9KAMq1upTc7JIWCqcBWFR6v4ibTLtYYpkTIG2NT3rc8Q31nDY/bxbAsUGCBXj/inVruXUJLkRvt35UmgDtte8QSRTASXJZ2XOxTmse+tzegTJPhm6hj2rD8NeIovtHk6omechjya0r3VWl1ARrGAOMccYoAvalbx2eiDy1C7Y+cCvCfG1xLq/iBYW4Ej7QPQZr2fX9TcxeSx+TbjPrXkfjXT0ttUbVoz91SIxjuepoA8l+Ouqxz6JfQqQGurjZGM8lVHP8ASvkz4kXIgik3PwAc5FfRnxg1CafUWtwfkt4yD/vHk/59q+XPjBqMuJ3j4HIGaAPnL4rXgOoSvG3HJFeC+NpzLecn+I5r2D4mag4u5WY9c14n4kuPP1AgHpQB+9v/AAYx/wDN0X/ck/8Aufr9/q/AH/gxj/5ui/7kn/3P1+/1AHgf/BVjj/gl3+0kcf8ANA/GP/pku6/iAb7x+tf2/wD/AAVY5/4Jd/tJZ/6IH4x/9Ml3X8P7dT9aACiiigC74dujZ63bTg4xKAfx4r7X/Zb1fzYrdWk4UDkHpXw7C/lzJJ/dYH9a+vv2W9UgPlbZeAA2c+tAH65fsNKZfhBqEyZBfXYATjPAUV6R+0tf/wDCOfFy80TUnK29zBFIJG/gcoP0ry3/AIJqavbeINBvfCqh226hb3DKD/CAc/8AoNdf/wAFa/FQ+HGlP42tlVZr/TUht3PUPjGR9BQB8q/tTfFV9a1N/BXhu+dbG2bF08TcSt3B9QPSvkz4neD4ddu7gaLbRQSxrlPlGJj05Hbmqy/GXWbXUX0jUJJrtZ3PlujZdHJ6+/0r0nwb4Sawij8Sa88dxcSp/o56xw5OQT6t7dqAPGPC3w08S21wbrxdo/lmU4CKvzSjHUY6CvW/BHhrRbG7S61TT4be0EXyxhsHjrmu71L+w/D8ct/dXoMsi8hxgOccAA15F8QPHujNbTaVp8pEsmdxXK4B9M0AdH4t+KnhW+u/slnbC0s4jtjZW3bvevNfiN8RLJXtvD2jeKZASS8rDnGTnGQa4jWJbyGSQ2OrymDyyxTgbfoap6f4W8Q+JNK/tWx0q4uZzIEEccByFz1z/WgDrdHJvNPurlNXLSNIQhkkO4E4zkmq+h2/ibT74xT3CvaTAj7Ojj5/Q1peEf2ffjdroS20Xwa8Fuq755ZSB5jE4GBmvU/h9+yV8R9JEeqa/wCG3kkiU+WHmGST+NAHDjwL4l1PT4xan7JEzZBnOPwrvfh/4UOk6BOt9BLmReZW5Ukdq6nXv2fPHFrJbXHiG/WxjMQItozvkOemAP516B4M+FbaHpkGnW1lK3mcrPf/ADc+w6UAeX/Ce58WaD4uWXTNKuJbSaYO/lxMVHPXgYr9BvAs1zceD7S9ZWiTCsysnIJFfNPhv4c+IhII/wC3LpR5hDrFLsUfguK+kvhP4f1ax0mLw5PqHnBlDp5zEt9ASfegD2b4H2l8Fm1O4dTb9FEbZJPrivVZ9CTULZbi2uUVHTIz1z3Fcl8F/BNxd6NJaWkixywzAsWO3IPua9Tu9Eh0axht5XDMq5Z1HXNAGF4V8Oxx3z20moj7pPCn0rb0Hw9F5zpJeseSCdnpWb4eWU648QX5WB2sTjFdNpcLRTPzj5s80AW9U0G1ltm062Lb1gHz9PmNeAeOdGS31JrS/vIwRKcY5r6M1YNe26SW1zGpQDeDxgetfJvx88Trp3iO4iW9UDcw3E7e9AFTxBaaa262g1m1lmUYKrMMj2xU2g6RcWE0UXmpKSuXjDAk141c6xZz3st9cX6hPQHljVO28TXFlqC6ppmpSxyLKCiJIRnFAHqfjO3tbHVzHJCySSsHLoMEe1ch4jh1TwuZ7e5Auo5iGjZl+ZQecUnjj4r3WmyWl7rapefINzjiQDqOnWsfUvi74V8T6a7xaiGkRcGNl+ZT7jv+FAHM+J/G0FhKLNsxxSfK6SDAGetfE/7cWoXOhfapvDd67SAEx7Oc57V9XeP/ABRpWuW8kOoiMCJv3UgbBb6V8f8A7QcOs+J/F5gtlNxaxnDoAMsB0OKAPD/hN8T9Z0nVlRreX7RKyrInYFj1FfRHgmz0zUZDBqV0ssTybnt/4c9yfSvHTaadplzJcrp6rOzbYw6AD3GR37V1ml6+ltZf6BcKk6gEJ5mDnP3TnrQB7Pf+DtKDBJYZJLfAGWjwAPUGvNvjLqF74S0x10GYXcbjALD5rf0J9qsaR+1lb6Wn/CIaza5vFAUyKM+WP73v9KqzGz1O/kvJ703Ed4pdyx+VvYjpQBx3wPvdcPj/AEy40W4P9oG/jaI9/M3Dmv3E1S9ttW/Zyh1azYGK38NSTLgcB0TJH5g1+RfwL+EUdp8RU8b6KALKxj3PCVz5crcKQfTkn2xX6ffCHxA+ofsfS2ckwZn1CfTk5z8sibv8fzoA/Kj9pafba3UzMMkMTj61+fHxYuPO8UOM9M/zr79/auuH0+01CCVBuj3Lwe4Nfnr4+uPtPiWdvQ4oAxaKKKAP7/KKKKACiiigAooooAKKKKAP4iv+Cshz/wAFSf2lP+y++Mf/AE93lfPlfQX/AAViy3/BUr9pUD/ov3jH/wBPd5Xz8wxj6UAJRRRQB0Xw5tPtGsI+MkSKBX6UfsQeGjc+Foo5F/dmXzHIPpgCvzp+EFkZ9UiY95l/nX6pfsYeFxF8ObFpBsa4LSEjrtGKAPeLS1mj1+KMnYr26/gK9U8CwG3slQsM9mxXnFxbNJrVtJb7mQQqCcV6b4GUfZl3MeB0xQB1lnG4A2kH3FSPZkMfl6980tlGWcIo/StGKymkUrGuST2oANC09lzK2ACOMmr0dsTP90n6Vb03R5SiK5CjjIxW7Z6Kkcw/dgD129aAKNlpty6BI4evc8YrRt/DtxICAQMe9alpZwqpd3Ptip/tdvBwqngetAGb/wAIxPj5mVgfvDNZ2oaFdQXGFhGOoIcV0T6tARzb8A9Q2M1Wme1vpCYQVYD7jd/xoA5w2bCUF0IYHjNbmlO4dSTyF4OKabQPnfHjHoKu2VhLLIFQD6g8igCXdvBduo6+9VinIwO/WrcqfZmMcq8noahHl4yzDI6BjQBE9vLNKLm3b7v31q1JavNa5gwrlctnuKkQoqAg4JHIzT3ntDBiYEFQcYPWgDnbiN4sFxghulLaQpOzQ3EW5cZFJeykuS8W7AzwaW2vmKECEKAMkk80AOm0O2x5gVhgdAeBUUWi2spLMSR9akGoXMhby2UKO2eaT7S5UbuMdaAEudCiMX7oc+m6svUNHuSpKsMelaq3kqnOAygcYNMlvYZgVaAezCgDl72G4gYLJGQMVyHjfT5NhMYGD0AFekzRQSMTnA7r1rD1zQrW83bFAPegDwPxJoCTbiYhn37V5n4t0+88JRHV7XI2NuYA9RX0P4t8LmGVhnb7HvXmHxP8KrceHJ45UB25IHtQB4/d6kniHxJoviCJRtmnKOAcbWAPFeO/tb2RvvhreKTu8m6LY9M5r1vwvYNaavd6TLgfZB9st1A9OCK4X9rDTLUeALyW3+aO6hVwfRh1oA/K74o2vka+7AYy5rmq7P4zQiLWBxyJW5rjKACkcYQEetLSNyhHoaANbQLv7HqdveA8IwJr9rv+CEHxNgv/AAxdeHEdm8+2yARwCDX4hWjtgIrEGv0o/wCCDPxoXRvi3a+C7y5YiUlUQyAZzQB+8ngi3u7+ExM4CbvkV2xn1r66+B1ubX4W6VAUC7RNwP8ArtIa+SPh/cWNvg3iMmTujJ53D0FfXfwZuUvPhpplzGMBllwPpK4oA6iiiigAooooAKKKKACv5gf+D1b/AJSm+Af+zf8ASv8A0+a5X9P1fzA/8Hq3/KU3wD/2b/pX/p81ygD8kPD7iO9De4r2f4X6jtuUUnKkivENNm8m7Rs8E4NeufDW5RGSQHOMfhQB9YfCO/WLyo2IO7BXmvrX4NPJb3dreRAkpg8djjivjD4QXX21LeZXwUYZ5r7Q+DUiJbW6MesQB9aAPpzwFdpqt4ItuY5MeZjs3/669x8P2raZbRsFG3Ax614b8LLR4tLXUYV3PJLtIz0xXqmieJP7QkzG5yPlPNAHo+lazIAUD5B/hNdZot27xgSxNg+lcH4eAZQzE5PVq7fw8Lhowu7CDpQB1mnqkiKABnjB9q3dMtzLtCZyOqmsHSICZRgZ9B6V1/h2zC4JXOfXvQBe061lf74zitVFSMDbwaZHasoCBQCBwR1qdLaZ1G0gkdCTQBVvblzKqIOMdaqMjBWlYE+27t6U7UpjGSEXnu1Zh8QLHMsLrkFgADQBaN7IIm2IAT1z1FLkSxbpZM+gBriPGnjSXT9SNq7eWo+4RnmpPCfi68uJwkytsbux4oA7O0aKCf7xx3GK1dOLvN5sRUcHII61lxAlBcoCQRwTxirejtLJdees5ATqexoA1iLq4bauBg/Njt7U6eymeD97u3dqtR3dlaxqI2UtJwzA9KqajqqRE4cknjOaAKdvLMsf2eQkdvrSw2sjqY8npjB7019UgkXaFAbtzVvTLh4BvllB3ZJyMYwKAMPWFk09diHAORj0rI85xllk57jNWPEEpN20zyHJJwD0rNuJTb2/nEgkLk/4UAZvi3xpbWUQtJnGf7y1y7eIIb1y1rcfN/das7xjJJd37BR1JPXgVmWdvcpIOoIxyBQB1kQnuLlIh0fIJ9zTdZ8MXT6eSqAsCSSval0WaV2VCGYjgZHIrsdOgSeyMN0u1nTuOlAHiWppqOnO4cEFDj61R8q313EdwoBHfuDXp/ijwBeTmR4Cj7jwR1rz/VPBms2N2Z3j8tR94+tAEk/hho9HVSnnR7OGUVweu6dpsszW72YyOMbe9dxFrN3aSqjyEKOMDpU2saFoethLpgI5GGWKd6APMrT4b2WrxmRITERgrIDw3tUereEv7PlMlzcg7egUdcV319psOkyo0EpZFGNgGMVx/jHWrRmcpvBHQEcmgDiPEtxNaxebcL+7z8prgPG08k2T5YHyEKvqa6fxHrctyssEshKnOIz61zF6Hu7A3FwMsH2Rn/ZoA+a/iWXtmvPNzuDMHz618qfGXU4YoZkZv4jxX1X8Z5Q91qM6HK+axGPrxXxj8aZzNdTxK3qcCgD5y+K2pJ9okbeOpxXkl5N59y8nqeK9C+LlwIJHLHnOAK84oA/f7/gxj/5ui/7kn/3P1+/1fgD/AMGMf/N0X/ck/wDufr9/qAPBP+CqwB/4Je/tIg9/gJ4w/wDTJd1/D+4w5HvX9wH/AAVU4/4JfftIH/qgnjD/ANMl3X8P8n+sb6mgBKKKKACvpL9k/UiRbAygZRM59uK+ba9v/ZV1ErewQ7uQ5X9c/wBaAP2Z/wCCS9+E8fajBIymOTRWYZ/vBhj9Ca6v/gtJbSeLfBek+F9OiLXdlZLOsa/xEjkflXmP/BNLUX0Y6rr8Jy0EFsn4NJz+le2ft125174lzXrwbkht0SLPIxsGaAPyv8MeBLGyukuL6JPPDDzpXHCZP3VP866WP4kWPhO9ENzcLJGqM0FueAQB/nmtv9oey0n4YzyXrjy7KRnlTPUseStfMHiTWde8e60f7ESSW4nkVIoo+6ntx0FAHeeNP2i4vE+p3DSwsrx5jhtlY/KT396d8M/hB8SfivfrcC1eCGRhmaVDuZSeQBXY/s//ALG895qja/4ps/PupudjglY/p78da+3vgf8ABkaFBAtxpCM+QFITgKO5oA+evCn7FmhWzxWcWim4uyo3tPlj+XQV7N4N/ZN0bTlRZtKiPkKMR+Xhf/r19JeHvhxYWQe+SyRCDktjk1qvoNnYLG2xN7nPI7UAeWaB8FLTS7Ke7itFTzI9u1htyccn8KonST9vW10ZN21gGmZen0Fep65YzatssoGKwpwcH7xP9KuaN4Ci06y/tS5hUuOFX+tAHlF58MRfatFd6jAXkx9+Q5OB0pt34NzdiFoSRGfl9K9iXw3HdYvpItzRgjb6VBYfDPVdbvl+xWbbSerDAFAHn1h4Lt5riKcWw3MQHAGOfwr0Dw/oksc8bXG4CLoG649K7jQPhTp2kTJHfr5zkAgdFB/rWzrXg1I5XkSEABAcr744xQB3HwSvLUaXh8jDclTyRiu11drhwJ4wXiA7iuA+Dvh3VI4nvJ1xCgAViODXZ6xp+oW8LPE0ijbkFTwaAH6FaRXN6rxKPUj0robSMGcxSRcDgfSuP0G019bneZJNqnn5utdBFp2sm8HmK5DsMKT1oA0dehktNPmIxuaPA7n9OlfEv7Tml3t58QpnjkARUG1D1r7tudBk+yFblTiQcE9a+X/jh8M7q4+IE7SxDHVGI4xQB8tah4V1dI/N8gYJyTyBWRL4b8Q3t6ZdOG3AzuUHCgf/AF6+kZ/h7BJAbe8tVxt6g/rWTJ8LJtOsLifTP3qMp3oRyBQB4B430HxVqegpexqxnhg2sVbGevNfPHjWT4p+HJv7QtdNuDsbKmD7w9c19r6jpBg0+WyWApg5YMOcelef+Kfh7FfgyxW5LMOTigD4g+Jn7SWv2ER0O/0i7h83hbhYiNrdyawLDxrFNfWOoJqJ8wJ+8cp8x/xr6f8AiH8ANM1ItNNYpIdxYkx155r/AMAtOt47ee60qMLyBKiYKrQB5p458I6LqwXVNJkjaSXaxjAwJGx1x2NeLfFLxhceGtVisNPgYTCPy7iQrhR9Md/evov4lfCrxNo+nfbPDqPOskW0xjqg9R714/8AEzwANb8K2qajb/ZtSXO6dxyxXpu9aAPM9Qku3S18R2kzygny53AOfyrt/hd8R3stWj0XUrhprNyB/tRk9Dg157p97qvh65fTtYh2JJJtkRx19xXX/C/w1F/wlseoXKGWGI7oGI+8T2P0oA+/vgX4Vs9F8PxQMizNMgklZRxISOB+ANfU3wkjPh/4IS+HopWMUHiC2nH0kBGD7gCvjv8AZk8f2QUeDtbvf9UpltZWOPcr+VfWnwdv5vEH7Pur6468jxhbqAO0YTgfhx+dAH5l/t0E2Gsa/bA4Ed7MoyP9s1+eHiWbz9cuXz/y0Ir9CP8AgoNdf8VP4jdR97U5/wD0M1+eOqvv1Kd/WVv50AV6KKKAP7/KKKKACiiigAooooAKKKKAP4iv+CsHH/BUr9pUn/ov3jL/ANPd5Xz4SScmvpH/AILA3eh3f/BUz9ov+wtKktFj+OHixLkSTl/NnGs3YkkHoGbJC9s4r5uoAKKKCcUAepfAPSWvNRgIQk+auPzr9XfgBax6B8MLG4iVS2xYU9R3Nfmn+ynoX2vUbaR0JCzRljjpzX6b/B60Nx4Y0nS4+iQtI4HTLH/CgD2Pw/YSXtlbXTnkDBz6V33heJLWFTvPWsLwrp1tHpqQumWwOc10+h2DTSrCqkLnn3oA6nQYnvpQI+nQ5HSuwsNNt7dBuXJI5NY3hrT0sYfn65BAFb9rI4Yk8AjigC3BCI3Xcm4np6VqrPhNjJ27Vm2kryfIwGOxxV2JACPl59aAJUkOM5IAPU0FQ2MH6mkYvwpPB7AU/Yy4IPXpmgBj/fB2gj1PeqczbZCFbHPTHSr/AJY/ibJ7VWnhBlz1yaAFtJAPlZy2TyTW5o1oZpPMQhQB1zWKkeeFGK1NKYxDy84H8RBoANfUvveP+9kHFZ0F22VWZd2O44rblzLGVY5A5IrMuNLaWTfDxj+A0ASxukpwhBHXNQXrKRuTIz3NS6Zp0jSjzBtycc03VrBoZDGpLDtigDAmLSXTIzHbnn2qQiRRsSMEHqTVp9NedhKFGBwARTZYJY22tHjPYigCCJWyVKAD2NPMKBclxgjoKkSMKCrDr3pfLCLuB69zQBWEOxcRcknvUEgDdQB/s1eZGQckEHpVO5TYpIJPrQBnzkRPwTzWdd3kiN+9XCHoQau3rFX6ZrI1CTzWwowB60AZniKCG/Qow+hFea+NtK8tZLWVflZSBmvQ7yYoS3oa5zxtYJqNlvUgyAcYFAHz3qvh600DxdBfOoxdBoW542sMfzry79pvRHi+DtwjD57e4YH6GvbPipZMkcMrId0MqtgD0NedftR29rP4Bv7OPpLZLKFz/F1oA/If47RGPWHGMbZzXAjkV6R+0Fb+XrE5x0uDXmy9B9KAFoUFtyj0opYTtlyehFADrJiZQK+gf+CdfxPvfhf+1J4Y1W3lVY5NSSOTeeME4NfPkBMU4x612Hwp1SXQfiFo2sRuQYtTibI7fMKAP6y/hN4ht9c8P6fqHmK8LopRoznDYBwRX2p8F1jX4Z6WIhhSspHGP+Wr1+Yv7CnjO68V/B3Sr07pW+Vdxbp8q4r9Lf2eJNYl+D2jya8kK3R+0bxb52bftEm3Gec7duffNAHa0UUUAFFFFABRRRQAV/MD/wAHq3/KU3wD/wBm/wClf+nzXK/p+r+YH/g9W/5Sm+Af+zf9K/8AT5rlAH5AgkHIrvfhL4hxf/ZJmPIx1rgq0fC2qHSdbt7othRIA30oA+2PgddCDynlOFfHNfavwZmWS1tlHXGAR6Yr4e+D0nn6fa3CHKSIGUivsv4Cai8mnwqWOVxQB9e/BC6M1obdyN0MoZk9QeD/ACr0bwrZiw1eSxkTA37kyOxrx/4QagNP1ZJHY7WXDgHtXvHk2Fw1vfWbhsY3YPagDtNEjaBFDJx1rsNEmJC47j7tcjoLBkUc4xXa+FrUSxiQp8oHU9aAOx8OWo3oZEwTiu10mOOIErgD6Vx2mMbZUMg6DIOa6XS9RiePcxPzDnFAG7A/mFSCcDqBVi4AihLJk4HGKyLvxTo+h25m1C8VMDgE8muF+In7SGieHtHl/swq8p+VC3qaANXxl4/0bw4zLf3SmQg/u1PNYOgeONG8QanGpA+Z+MN0968y/tFPicXvLVyl0DmRHbr9K6H4T+BNbl8VWpnhPlxOC5B4xQB6L4w8KWl9OkqxKS3ILLVfTNCEUyodgA4yBXa+I9C86GJ7fAZFxj1qjpWjyEYuo8AH0oAtTWk1royxKd3rgdqqRXxjIU7/AJO2eK0tQuj9ldIT91MAY74rltKfV724a1uYWDHOw460Abh8SW8jLCY/mz1J4p+o6lIAjbCVPTAyKhl8MyJCFC4mHJAPTvUljHe5VrmPO3qp7fhQAy4MUcXnKSxIyUxzVSbXr22iJCuAwwOa0bqDzZQzINp4Ge1WNL0ezvoltZoyWwSWA4AoA5WbVJ7y2ctbbAretMUxTRbSvJPOateILQo7wWkylMnC5561hJdXonW3VSvzYGaAHan4BTUiZIWU9wMYxWWfBd9BNtNv06nbXZ6bK6jDtlvUGrM1xGke+bAYdhQBymgeG5raXdNGRlvvMK3ZEWNMqcnvnjirZaObBjYYzTLi3wTk/wD66AM2YvIcBQoNYmt6VazqxljyT3rdnzEpDoSw7jpWTqhMkTbQQfagDi9X8J2OHkjG04/Ouf1DFiMR84GPTBrs9RhkIx5Zwehz3rmtZsEdSpB75NAHParNBdRbHcHA6Z6VwvizT0LOcEccEV2k2mxwJhjyzYPPFZGuacHRyUP3ccCgDyfUdKLoxUjOemO9c344K6HokjOoUrEQi+rN3rutVt1gufLdeN3OK83+Ml5PqLZjTasQIYdiaAPmz4qLv0u6Ozlt1fGfxbgJuLplAByRmvtL4qofsEzEdN1fHfxgtxC1wSp+8TmgD44+NF3nXxZA/cBLD3rjK6P4qOZPGVy5ORniucoA/f7/AIMY/wDm6L/uSf8A3P1+/wBX4A/8GMf/ADdF/wByT/7n6/f6gDwX/gqkM/8ABMH9o8f9UF8Yf+mW7r+H+X/Wt/vGv7gf+CqP/KML9o//ALIN4w/9Mt3X8P03Ezj/AGj/ADoAbRRRQAV6t+zFe+TrojLY23A/Uf8A1q8pr0H9nq68jxQ4zjDRt19yKAP2K/4J2akx0XV7WAkNILPp/vmvdf2ovGNu/wARtT0e6n/e2UaZB/iXaDmvn7/gl5IL7X7uxc5T7BHMf+AOP8asf8FUfiTe/C/4k3WqadJ/pOqRRrAoPVSuGoA+a/2o7+X4y69L4T0KEuJ5fLhjUZxJ/erW/Zn/AGQJPh/GF8RQGbU5ZMvI6ZAHbb7V6F+yH8IYvFkkHxDu4wzTkFIZBzHX2p4G+Adl4maG4vbbylhUlZQvU5+6fagDz74LfAGaS0hmktikTc5K8sBXu2i/Dyz06COG2tQixjk4611Gh+ELjSVFu8HliMYUBeMdKv3S+WhjgjyR05oA5m/tYtOtxGE5PJAFZL6Fc30v2mbI7BcdvWuvTQ5rqbz5lOXPJI4FW4fDsk0mVTHbj0oA5XSvCMTupBGWPPFdD/wh13qLLbW0AKjgjHFdf4W+HdzekSeRsGcFiK77SPBGn6TbqI4xxyzY6fnQB5tonwvtNNgE17GWJ6qw4NT6mmnaRDsbbAq9kHJru9fmVVFvpsYbjBkYZ/KuO17we93/AKUfmYj5s0Ac5B4j0t2Mzxu7KSB24rbtdR0/VLU3FtICSMPG33l4rnb7RJrBwJYeD1wOtRWttcwzmW3LI54HuKAPYPh3ZSvoSLghAxyB3NddqVjHPpkcLAhgnKmsn4IXEl14fX7SqErId2V+ldTqtut3KXUd+o4xQBx9rbNpswMm7BbHyjNdToSR3M4nYHCY27+uKrRaYfMVlUMA5yWrY0+GNCEbauFGQB2oAv3sahI5SpCmMgeleD/FyFY/G1z57fKIxgmvoSGWB7YW+FcDkbvX2r51/aWmvJPGklvb/ukManKjrxQBxWqapoEMqhbWWTsxUYAqW11PQbmJYUGwkch17VkWtmXnEkhZtnc9DVxdGgMBdQSzN1A6CgCj4g8C6ZqlrdJLaK5YZDx9enavPNe8DzadZYtbYyrD1yOa9Rj/ALS0fMlm5kjZcPEwPA6cVZ0yzs9VtXIRcjIaNh8//wBegD501vwQ19F5scS8jlSOT7VyGtfDIahEbU2mMDBDDtX01r3w2jkZri1UoSdy8da5HWvCl5E6CaAKVOQSOpoA+Yr34az2du1hdW7MFY+XxXnXxX/Z10rxV4ZlJjWO5TPkOq8qT2PtX2D4g8DtcKt5GoOeqgd65fX/AIYzXLGaxtSwmT95HjvQB+V/jr4U6hd3X/CN69opt7tJNsV4o4IHetHw14eufB81vo17ZjEa/LMB9/3r72+K/wCyrZ67oswt7dBdOhaOUD7relfH/wAWNIv/AARY3WleJ8RalaMRZKyEea3bHqKAOe8TfEW78Mala2nh/UQLgSJLLIpwY8HIU/X+VfqP+x5f2PjH9lOLWrR1MWt30lwyj+GRIlBH4MrV+L+n6rdy3k9xqykXbyAzLIe+etfrv/wTZvY7H9j2HTbiQA6XeG4kB7LOjN/PNAH5rft46gbm91a7BH768lfP/Aia+ALpt9zI/q5P6198f8FCLb+w9R1fTnbmC6nU59ia+BXOXJ9TQAlFFFAH9/lFFFABRRRQAUUUUAFFFFAH8RH/AAVlOf8AgqZ+0p/2X3xj/wCnu8r5+r6B/wCCsWP+HpX7Suev/C/vGX/p8vK+fqACnRLvlVcdWFNqxpUXnajDFjrIKAPrX9jvw/usftBhz8yBT+NfoV8FV+yWcYdclY1UYHSviv8AY8sYLLw7E8sWSZVIIr7c+FpAAcnhkHfFAHu3gqFrnbEuT8vU16L4d0aNEVmzw3Ncl8NrAmzWUJyy9BXoGnIYIgp+8T0xQBpwhYuABkjA5rQsw3RweBxmqNnFuIMi557jFattFiQcAg+lAF60HyqNuRgZq8jI33GH0qvFGCu7PTtVmFcEOMc0AOUEKXc89hTicHJ546CjcGBZl5HtUtvbvMCyrwT+VAEcgO4KO461FLGzPt9OtacOl5bdLJ16ilmskhUtFDkYwSRQBmpGM4HSrmngmTCDpwc0zYFIwefetS0tU8olgoIXccCgCNBtyoXnvimCHcxPYdaFu9sjRSgLzwe9SISFKgZB6MKAEhjCSCQ/w9qh1V1Eokh79R6VO4McfzyKCenNZ7zB7hgrbqAF8lREVXqT0FO8hJV2SANg9xUNwjeX5hcg+oFQ5mUEq7nvlTQBZfT7GT7i4OarXOmGPmFs/WmrePGuZ5toHc9agvPEtlDEW84OR+VAEU6Tx/K4xjrWRrmr2WmxFpHGRyRmo9U8cB1dIXTd2Ari9Zivr2V7p5GJbqMnGKANG58YLcSfuosKe/pWdPq8ksmQ/B6ms5lkXAXPHUVCzsG2ZIPpQBdu5kZfmbisi/kJiMI5z0NXyQ9qCykc81j6k5SQgZx2FAHnXxesTFbmcjcGTk+9eK/H0pf+HVR8Nusypweny19AfEq3N/oMyCPL+XkAc4NfOnxid4NJjimlGfLIIzQB+WH7SVr5Gr3YK/duWH615OvQfSvaf2pLdk1zUM4wLpsAdua8XHQUAFIThh9aWmv2oAeQVuBzxmtbSrp7W/tplONlzGR+YrIyDINx5zWgAV8tx2dT+tAH9I3/AASR8TR6t8BLKHzsbCjgls5wq5r9efgps/4VhpRj6GOQ/wDkV6/DX/git4oe6+CVgI5MmOUowKluy9q/cP4BTvc/CPRppAQTHLkEdP3zigDsKKKKACiiigAooooAK/mB/wCD1b/lKb4B/wCzf9K/9PmuV/T9X8wP/B6t/wApTfAP/Zv+lf8Ap81ygD8gaVDhgfekpV+8PrQB9bfsn+Nbe60iHw7qswDIoMDt3HpX3H8EbhYtNjYuMbhg1+a/wnkksrW2uIWKsiqQR2r7m/Z88czS6BAt5IT8o529T6UAfaXw61NRqMYEvB5we1e46DrrRWcaqwwWGM18x/CXVbjUJx9miZyMAHFfRvg/Qr+8sIRcDYQOeeaAPXvCl+LuCNlPYZ5716Z4UmT7MrNgELxkV518OtFiS3iXaSe5r07SIfKiGEAX2oA2Umn+zkqcsVJAHasyx8Q6rbzMxmbH930rRtJETIY8cEn61Zt7DRWfdcrtL8EUAcT4in1TxPqJtYZWYD1NY158Hm1eTF4rs4OdjdK9z0DwR4XjVZ44gWc5LZGa318L+G4D5ogJZfVqAPGvht8E7vSL1ZY7cor/AHzngCvZNH8P6boqeXYxBWKYZyKmjW209WFuCwzk8U03IkTcvzZ/yaAIry5xhGfqelPVP3OdwHHrVOWJZ7g+bIcCrUabYPmAJHIyaAKrqd7BU5I4B71Po9sbST7QyAN/IVn6hd3Ak2oSB2IGDTbee7uXEcZZskA/NxQB2MNtpckguy+XxkjNYWuqkk5S1k2Yzk+taVhoc0GycTZH3mGeKyvEEkJbeqAep30AP0+xB0//AEyYMPXNXFvLLSNPZIHAbaRk9aytKJuoHhjkXI+YKWpt1DHqUYsyQG9ADQBm6nb6fdHzlkxKx5FZ3kW0I2SryRlWIrZvfDNnZwC4Esofad2egrEeWOaQIc4XgNQA4MY/9WOfQVMwkvdoI7c1DAf3ncAdK0bZNqgn1oAZZW+yXbIcc/KKbq+q21rmKFMsvBzVwxZk37wDjv8AyrF8Q6XLNeGRQ21uhHc0AVZ9ajnO2VAM9cVBdxJLB8nIb0qGbRrhHLyAjnoe1QRzm0m2FiV9M0AVbq3eMbcbfQEVzutW6uzBTgYyT6mup1aYEEIOSOcVzeo7fMGc7i3APagDlNS0ycrvjQAE5INZlxBFJAySyHAHSur1C2jlhKOSv97B5Fc9NpkURZRyCepNAHn/AIj0FLydp1jxg8AV5x8RfCqtBI3l/eXJr3G90lpQQEAGfSuG+ImmxvbPsXIIxmgD4r+Lfhq8W1u1gwT83Br4u+Odpc2H2gT27A4bnHBr9EfidoCsZx5RIfcB7V8efHjwvA7TwTw5XLDBFAH5ofE5GXxTMWHJJ/nXO16b+094OPhnxilxBGfIuFO1vf0rzKgD9/v+DGP/AJui/wC5J/8Ac/X7/V+AP/BjH/zdF/3JP/ufr9/qAPB/+Cp3/KMT9o7/ALIN4v8A/TLd1/D9cnNxIf8AbP8AOv7gf+CpuP8Ah2L+0bn/AKIP4v8A/TLd1/D/AHePtUmP75oAjooooAK7L4HziLxj5R/jhOPwIrja6D4YXP2XxpaSE4BJU/lQB+zP/BKFt2vXF2zDE2nLbqQf4iQ2P/HaX/goh4G1D4xftH6fapCZLHRiIbl15Hr/ADrL/wCCXGrRWFrot0zYE2t/OfVEj5/ma+kx4LtvEniLXbuO3V5r++eRZCMknORigDB/Zc+Edxps9tHY2xW3AUXCqMDb/jX234U8IWltpkKafCvlbAOBzj6V5N8F/C66FpMUTx4cnD/L3r1LT/Ec+jTC2ilyr4DLnoPWgDX1Kwinh/s6OP5cckryPoazJ/BKwosqBgCeAc10WkAXIWbduyAckVZvyZ5NmcADkEdaAObtfDQVMbcAdABW74c8GxNILi4TcAePr71paPojSoJZhhAflGf1rdigSzgyVGOxHU0AQwW9tZxGR02hfQdKgvbua6Hlou1PYcmpbm5ku335KoONoHX3p8FqAcbevXNAGcLAupHU+lNlsCYwhjxk85FbcdvGiklAf+A96Dp/mZ2jJPG3HSgDiPEXhiK4ibEIIxlRiuQuNJmiuFglU/KcIw7V7bp3hhtQ+eVcRg/MdvWue8a+BoYrjz4lwM5OBQBY+FH2qzt/lQMu0Z7ZrsdQ1qAoUeIpxg455qHwNodjbaRFbRIwcjLE9+Kta94VSPJa5kQA84WgChHrGloBmdueCFjqzHrenlVKO+CBxtxmsi40Wygk3G5kJU8ZAq1aaQsiboLh13LhMoKAN221MtGTbpn/AK6cAV4j8eLeWTxIssg3ExenavddM0OSKxd7mXIHQhe9cB8YvCNrqNzDdYywXaW/lQB4xpujTkErGCGHJPata00XfCVdNuD1Fd7oPg1IbYxywggDj5etU/E/hz+y4WureEiJl5A6qaAOIksYUcxNFkqpII7nPFVYLW2uWaSOJkmRsBlOM1JLZ3upSSTBnRQw2jPWp7TQ5SzSxtjOB1oAsaTLZamGsJ3Uyjhfr/Sk1TwX9rja2ns9wfjcaxL37XpNy/kuBIxzkd/aun8L+KBd20dvqqnzMjazGgDg9Y+Hc9mGVwFTdhHPVfrVeXwVFZWphjiBJ58zbkn3HtXrWq6NBdxswU4fHGOxrCu9Ca1T7O/zKwwrE54oA8T8R+HII4XnliXy4xmQ/wB7H9a+Q/22/wBnyP4s+H5vFOg2Yiv7DL2uO+OoP1r7l+Iekxsn2OFjhTljj9K8g8W6HFaySCSHdC4O9cZoA/IPV/Bl1rGs29s1m8Opx3IiliCcnDYYH8Mmv0f/AGLvETad8GvG+lWBOxNEt2jGcYKygf8AoJNeT/HT9muKx8dy/EXw/Z+XbFcyiNeA/r7V3n7NF9Ho9j4l0AYVb/QJ7g+yKVA/8ez+VAHxB/wVSvfsvjfXFCqPNfeMd9yg/wBa+Ba+4v8Agq1e7/GtxtI/eWUDE56kxLXw7QAUUUUAf3+UUUUAFFFFABRRRQAUUUUAfxEf8FYgP+HpX7Sp/wCq/eMv/T5eV8/V9Mf8Fh/Avivwd/wVB/aEuvE2kSWiat8cPF17p7OynzoH1q7ZHGCeCCDzg18z0AFaXhG3Nzr9umP4xWbXR/DWyNz4ggOP+Wg7UAfcv7LunNBocBC5+Zcivtf4N6Y95EkhjyqqOCK+SP2atGdNJtl/vFeMV9wfBnSPsthGmMEIMk8UAe0eCo/s9ihYdF7d667TUkfE3v0IrmvDEbbUhzjYMk12GmJkBSc9uaANC2jLsMEY64rVsozu5BwegBqjboikFR04xitKzCLhgaALcUOMBhkHpVtFCkKEPA4qO2AY7A2OeK0YYUiIJY+/FADIbXcA7nHtU/npAAijlewqK4uSpKIdvt61AFMjmQ8HvzQBPLqNxIeDtx0GKal7dch5MqR0NJtPBJBz1FBXBJ20AJbuWu1OBtJ5yK6GKK0hs3Jkyzjt2rBjG2TOQcVpxY2AZHSgCpeaduIuEOcnpUUYuYG2K2Oema1pYlaHcr/KT0xUK2yggSIMnoSKAG3VoxtRJI2TjjiskwrG+e+ecV0d1CrWAkjIYjggVz97dQW2TNICc/doAcdsg5U47iqeo3q2SbFYZPTA7VX1DWlW3P2R+p+YD+GuY17xIxjYRuQ6dx3oA0NY1lvKYH+VcvdXjShldDg9cGs248ZyGbE67uedxqU6xb3cXmKo6c0AIIrd5GCSN06NT8TBwPkYZ5A7VGvkufMDNyO3SlW1HLxy89sdKAIr/ThMxdSVPrWLcxmOTaw5B6mulWaVE/e4bHrVXUNMtruPzVYRse4oAzLVf9GK4znrWH4gjflwcYPat9bSe3Rw+T6NWL4hXKMxYcDrQBx3iOd5bCSIdemBXz5+0hYva2oZUO1ouPrXv2oypHqKRyco64OT1rx79oiCC50CV5V+ZM4+lAH5U/tUwZ1fUGCYPnEkkV4OvQfSvov9qyyH9o3zKQQZDjAr50BJzn1oAWkKhutLRQA1ziTP0rRLF7VXX0zWc5w4PtWhAQ9oqL15oA/aT/ggh4zfX/htLosE/wA1rcmV90mMgYFf0FfsyyCX4HaFIHLZW45J/wCniWv5g/8Ag36+JsmleKr7wy8z7fNy/IwFPfn0r+nP9k69tNR/Z+8P3ljeQzxOtztlt5AyNi6mBwRx1BB980Aei0UUUAFFFFABRRRQAV/MD/werf8AKU3wD/2b/pX/AKfNcr+n6v5gf+D1b/lKb4B/7N/0r/0+a5QB+QNOiGZVH+0KbU2nRrLfxRvKqAyDLMcAUAe8/CO3Se1gibHOBzX3X+zroOnW2i2iyKCxQZz2r4k+CmkeEZJojqvxQ0exRWHFxchcV9v/AAR8T/s76NYW66v+074Tt2CDcH1JRigD63+COnWwG7CDLgfL9OK+lfCNpDLZpGrcqPrmvkn4Z/Hv9jzREUXX7XfgqPp97VlGK9w8Hfti/sLWZSS5/bO8CLtAyG1pBQB9G+CryK0QW7rjBwvrXfaVdoIgsjcnn1r5r0b9t7/gn/Fcmeb9tzwAu7ru1xK6vTf2/v8AgnlAgLftx/D7gf8AQdWgD3cXIT9+QTnjg1a0ya4umJ8jIz97FeKaf/wUK/4Jzbt1x+3N8Pgo/h/txKu2n/BST/gnbDN/o/7cXw8RM8D+3E4oA+hNJkuYAoC59c9q1o7u7kkwGXAGT714Bpf/AAUu/wCCb5fbc/t0/Dpff+3UFaif8FMP+CZqKCP28Ph1kcca+lAHt0l1dxviQnaB171E2pNA5jUnB+6TXjUn/BTP/gmaScft4/Dr0ONfTn3qBv8AgpR/wTLkbn9vD4cgA9P7fSgD2lbiTJ2Ngt609bmXfhiSP7pNeMRf8FKv+CY5YCT9vH4cj3/t9OKlk/4KY/8ABMcuNv7d3w4z03DX0oA9ZunLTEkgewNM0RhFqy752MWeV9favIJv+Cl3/BMwSbov27PhyeP+g8lQRf8ABSj/AIJoCVQ/7dnw5Axlsa8nJz0oA+o7WSONBbmIqo7M3JHY1zfiyG2tLh33nYc42DOK8j0//gqx/wAE0o49l3+3b8NycYVxryZAqnq//BTj/gmPelm/4b1+HLFv+o8nFAHquks0I+1QqxGchgOtWdPuHnv5LpbcIcHYme9eP6R/wU3/AOCYmnDbJ+3p8OiCOduupTV/4KYf8EvmuPMP7ePw7HzZBGvJxQB654q1DUrKyQu7kvJlosZ7d65iC4vY7gsLT5C2QNvTNcTqX/BSn/gmDcTpMv7fnw8IC/dGvIOaqz/8FJ/+CYkmY4/27vh0FI6/28nWgD05ZVlkAZtrdTg1ftT50QKuMjgjvXio/wCCi3/BMuNty/t5fDkE+mvJU8P/AAUh/wCCZsQ8wft4/DjcOx15KAPZydp2MDgdD609pFEYy2R3FeMS/wDBSf8A4Jmv8v8Aw3j8OSf+w8mKhb/gpD/wTRVjs/bz+HPXr/byfnQB63rkYkgaRDzj5gOtcVMLh7jaWbGfmyOlcnc/8FHf+CabqR/w3j8OmBHT+3krLuv+ChP/AATWnBC/t2/Dsen/ABPUoA9B1m5j2K6PgKvOO+K5fUr2dnbY4Y84weRXKXf7fH/BN24Qj/hu/wCHgYcf8h1OayJ/23/+CbzNhf26vh5yfvf24lAHWyiSC2aQ3DlpGOST1rJv7iZHXymLZ+8ccVzlx+23/wAE5JCYx+3P8PcA8H+3U5FZd7+2X/wTsJLQ/t0/D/Ge2uJQB3d7d28OlM+fnIwefu15z45uoI4CwYcjuap6h+2N/wAE+pQwT9ufwCVK4x/bic1xni39qf8AYM1CEra/ts+BDxjA1tMk0Aed/FG6tdszCQcSHGTXyR8f7rTzPMRjJ5PNfTHjv4ufsVavFcLa/tl+CW3NlduspzXzZ8cYf2Y9fR5dH/az8ISnnATVUzQB8L/tUaTBrenSNGuXhbch6182EEHBHIr64+N/gnwCJpv7G+Ofh++QqcCG+U5r53tfDvgnQfiXpK+NNR+3eHm1SFtZGl3C+abXzB5oQ9AxTdg+tAH7nf8ABjH/AM3Rf9yT/wC5+v3+r8b/APg1B/4YW/4TH9or/hhOw8YQaJ/Z/gs6z/wmN1HLMbndr20Js4Chcj3r9kKAPCP+CpYz/wAEx/2jB/1Qjxf/AOmW7r+H67/4+pP98/zr+4H/AIKl/wDKMf8AaM/7IR4v/wDTLd1/D9eHN3Kf+mh/nQBHRRRQAVp+DpDH4ms3H/PX+lZlaPhLP/CSWgA/5a/0NAH66f8ABOC4c+DtDlU4IlvGB9/L4r7h/ZlaDxVDFeXGDJbny5ie7Z4P5V8Mf8E0V87wTo6h/u3s0bEnpvQYr7k/ZdCeGVYXHC3ErB89jng0Aeya6YPDE3mxptR1+QD17il0G6nvJxcTEksck1T8VMfE2baF8mDke7VJ4WeaIJGykY4Oe1AHpXhy/WGPy5cjA49q39L0+TUpBcYGzH51zfhe0e9kWM5wBlj3Ar0DTYILWFUVSqov50APCRWsOAuAo596qSXEl38wOFHQUl7fPezlUGFz271Pa2ny5bGD2B70APt7d3+bHGMmrkViGUMc5+lS2dptXHfHGK0LeyY4EKncTxxQBSishIBEIjhjwK19M8N7nV7j/vkVpaRoXlL51xjd6Yzipb+4TTztAJOPlFADHthAuxcLxgA8Zrn/ABJZGe0ndwpMa5yO1W9Tmmu/3kkhJxxz0rIcNHcsu87ZFIKk8UAdV4L0tbyxikhAIkUHr0q/rlrEYW81CcnHWqXhC6+xaPGI5BuQ42ge9b98qXUAYoMsuWzQBxF7oaySALKpDHHIzV3T9HNsyNLLuUDsK1P7PjlcsFwF4XjFWINPV5AW+63oPSgCRbQy2MiQxE45x61yXxC0/ZoaSyoFYy8A9SK7c3UkdpJHApDBQBjrXCeM5ZNSnFjcSkqgzwe9AFXTrSyt1j8ydAWUZBPeotd8NNdhxbuHjYZIHTnrRY6dBs8uSQFscZNaMSLp0HmtNwRyCetAHB3nw7Wzd7uKE7QCRHjjFefeLtdGj3b2NtbtgDLEdq9l8S61Bc6e40yVgxG3kcgV5d4l8LTNO90qGQnliRyaAOTsNctdSIim05m2HO4jmrU9uDH56REYOUBq9Y+GILeN54+Cwzz1zToNLu7iQRTDCjp70AbXhTWri5t1t7/pgbWPUVfv7JWicMuSfu/jVWwsYUtTCiYfqCas2d6c/Ybl+QP3bN/KgDzDxpptxDcTQ3C8tyDivLPFMSYe2mAzggGvoH4iaL9usGnjjAdASCO/tXid9oZ1TWGEicIfmz2oA4uXwVY6l4fn8M31srm6RimRzz2/KvEPA/hu48NeJ/GCzWxji0zRZbJGYfeVnUg/nmvof4k3K+EtNHiBJP3lqQUHqc4ri/iP4d0+38C+IPFFixLahbWwJ9SW3UAfkh/wVGvTc+O7hAeI7SBfyRa+M6+t/wDgpRdi7+IWshWyIpxED/ugL/SvkigAooooA/v8ooooAKKKKACiiigAooooA/iN/wCCtF3d3X/BUj9pJbm5kkEfx88YpGHcnao1u7wBnoPavnphjH0r6B/4Kv8A/KUv9pX/ALL/AOMv/T3eV8/SMNwx3oASu7+DOnmfWbd/WauEr1j9n/SzcahZsASTL2FAH33+zbohTSrXcmcMmOK+2fhtZQJo8TkYZV+Ygda+U/2dtBC6LbNtJwVPAr66+H0e3So4QuMqM4oA9D8Kxu6gsv1rsbCErEGGAK5nwxDhAMcY4Oa6qzVljCY47UAaNnsYhS1aVhbs7FEBPPWs2zhkmk/dkcDvXQafbFBkcHFAFy1iiRAM4boeKmeRsbVHFRjcrBBjpQXKk5BzigBvc7jn60u0bc7jj2pUjDKWwOOlADKvGTk0AGMnIBOBSsAoI5GeuKcFVeR/FTiihcjv1NADIYywAUHr1xWlGMKARyBSabCi43jOTxg1Z1K3FuB5YIJGTQAxm+QLyPbPWkkuwgDSY4rNv/EUNqDGy7ivGcVkP4qBJTdnPTI5oA09e8S/Y42EEo6dM1x0uuSXEjtK4brxUfiK9ZgfnzuNc9d6l9iiIBGWOOTQBduvFkaSMkgCjsQev1rH1K5Gps0lu2G9B/EKwNW1AyFgrDr0qtp2sXVpcrsfcCcbTQBPqsUkb7pY8dsVXW8miIVGyvcZrfkjtdTtlecDJ+8BVS70COFfMQEr/KgCC01KZWGGyuO5rbsZYbyNAjgHGDWJFpnOUk4PYitbS7KaIAArz3oAtvZXMALI28e9MXZOTFKpQ+/StqHT5I7bzJhwRzVLybR5jlsY6ZFADW0sxWvmgB1rj/FtgIIzNESUPBHpXdLP9hi8sfOh7VgeJtPS4hYgfuphg+xoA8b8WyfZpPNXA2gEV5P8doi+gTyISxkiyfyr1z4hWn2JpLZ/4OM+teQfGS6KeGHT7zeWefwoA/Mv9qCPzJ73avIkYdK+aMYLD/aNfVP7TVll72QrwZWr5YlXbPIvo5oAbQeBmig8jFADXBYggdqt2EmGCHpmqmfk61NZyFGU+rUAfZH/AARn8cv4X/aks9G+0BE1AiPax4bJ6Gv64f2P7LTdP/Zy8N2mkWyQ26x3JSONcAE3UxPH1JNfxi/sLeLP+EH/AGovCurSS+XGdTjR2zjALda/sp/YR1BtU/ZP8Iag03mGWC6O/HX/AEycUAeuUUUUAFFFFABRRRQAV/MD/wAHq3/KU3wD/wBm/wClf+nzXK/p+r+YH/g9W/5Sm+Af+zf9K/8AT5rlAH5A0UUUAFFFFABk+tGT6miigAyfU0ZPqaKKADJ9TRk+poooAMn1NGT6miigAyfU0ZPqaKKADJ9TRk+poooAMn1NGT6miigAyfU0ZPqaKKADJ9TRk+poooAMn1NGT6miigAyfU0ZPqaKKADJ9TRk+poooAMn1NGT6miigAyfU0ZPqaKKADJ9TRk+poooAMn1NGT6miigAyfU0UUUAFFFFAH7/f8ABjH/AM3Rf9yT/wC5+v3+r8Af+DGP/m6L/uSf/c/X7/UAeEf8FSgT/wAEyf2jAP8AohHi/wD9Mt3X8P8AejF5KP8Apof51/fvRQB/AHRX9/lFAH8AdafgwgeKLIn/AJ7D+Rr++migD+Wj/gnBqUkektpqyY8mS3uEA/3tp/mK+/VkXwnDc7Pl2tuTHv0r9mqKAPym+FGujWrKOe5bMwOJge/oa9APhyNnW+sYvmYAsgNfozRQB8S+D9LksbBJJI/mYZYH+VbVzfl4xbQnDH73t7V9gUUAfIFvbJtJDHdnnNaWmWTSPhVzjrX1bRQB822dh+8CJHkngba6HS9JSyVZJQGY8YxxXuNFAHid1ei0VjCnznkZHFZE7XNwPNmjzzzX0HRQB853VmTH8xYEjgelUZocunnE/ePI7mvpqigD588PaVfS5uo5mRFbA54Nat5qt/avtMqHb0JXr9a9uooA8Gm8VNYxiS+aMKTkbY+W9qd/wlcl3EJLWNDGwwMKRj6817vRQB4fpU13qDOHYggZO0cHiuU8a2k2mzoyg/P1Zq+m6KAPkRNWENyVbJAGCOgzTr3Uri5gKqx6cc9K+uaKAPirVdSbRysomGW52n3qK21GzvIzPLKuM/MHr7aooA+FtdvNGsbZrqaRIgW4TPLVmr428IxqrrPv9SAOPrmvvuigD4OX4h+E4rM3LSb252pjBrl9f+LujwFprSzDEcglv8K/RmigD827D4uWHixFtTb7JmbaVHIz/hVPxR4dGnKb5IwN/MmB3r9MKKAPxe+Osq3lrJpxB2qhZsn+I1z8N7/af7PVvNcHc5edJSfSFD/9av3BooA/id/bl1B9V1nUdUfk3E5cn6vmvmWv7/KKAP4A6K/v8ooAKKKKACiiigAooooAKKKKAP4if+Cr/wDylL/aV/7L/wCMv/T3eV8+1/fxRQB/AOT+pr6C/Zj0Q3F/YEJ1k5r+3aigD+bf4BaN5GjQDHTbxX054GtBHZqQBnHTHSv2sooA/JbQIiigdiB7V02nxGRNijiv1DooA/NTSYQuMA5J5z1rctxgEbjn3NfofRQB+e8Q53FufUU8HeRjp9etfoLRQB+fhHy/uwME80kr4YIgJPriv0EooA+AbaA3Jww+UdTVi4to7e3Xb36CvvaigD4Q0dUndA7qoU5PNO8Qa1Gm9I065APavu2igD819Xmilkcl2Vs8YbjNZtvbTyXilvubuT71+nVFAH5g+JxagNFCMFfvAnNcTr14scwhVCcD1r9dKKAPxnvph5hZxye+ajtyJMkLg56+tfs5RQB+Pukyyx4AB9xXTabZrfxFQu7IwQO1fq5RQB+UL+GliPEvf7uKlFqlqNzNnHY1+rNFAH5WDWHWIKzgjsuelZt/dh33I+D6Yr9ZaKAPya06/aXMEzc9qme0EmnXCYJXcChPrX6v0UAfiH8WoQt/Mi9RgkH6V8+/GOSRdFlUyjOw9K/o+ooA/jF/aUthLBdOF58xs18j6ghjv5kI6SGv78qKAP4B6DwM1/fxRQB/AJnABqxZ4dW45HSv786KAP4NfBOtyaB4msPEMLFZLSdJAQeflINf2cf8EhPHtn8Tv+Ccfww8cWE3mRX2m3mHznJTULmNv1Q19JUUAFFFFABRRRQAUUUUAFfzA/8AB6t/ylN8A/8AZv8ApX/p81yv6fqKAP4A6K/v8ooA/gDor+/yigD+AOiv7/KKAP4A6K/v8ooA/gDor+/yigD+AOiv7/KKAP4A6K/v8ooA/gDor+/yigD+AOiv7/KKAP4A6K/v8ooA/gDor+/yigD+AOiv7/KKAP4A6K/v8ooA/gDor+/yigD+AOiv7/KKAP4A6K/v8ooA/gDor+/yigD+AOiv7/KKAP4A6K/v8ooA/gDor+/yigD8Af8Agxj/AObov+5J/wDc/X7/AFFFAH//2Q==",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Use JPEG format for inline visualizations here.\n",
"%config InlineBackend.figure_format = \"jpeg\"\n",
"\n",
"# Display examples\n",
"fig, axes = plt.subplots(1, 3, figsize=(20, 12), facecolor=\"white\")\n",
"for true_label in Diagnosis:\n",
" fnames = [v for v in val_files if true_label.name in os.path.basename(v)]\n",
" random.shuffle(fnames)\n",
" fname = fnames[0]\n",
" im = val_transforms(fname)\n",
" ax = axes[true_label.value]\n",
" im_show = ax.imshow(im[0], cmap=\"gray\")\n",
" ax.set_title(os.path.basename(fname), fontsize=25)\n",
" ax.axis(\"off\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Training "
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"def create_new_net() -> DenseNet121:\n",
" \"\"\"Create new DenseNet121\"\"\"\n",
" return DenseNet121(spatial_dims=2, in_channels=1, out_channels=num_class).to(device)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
"/* Put everything inside the global mpl namespace */\n",
"/* global mpl */\n",
"window.mpl = {};\n",
"\n",
"mpl.get_websocket_type = function () {\n",
" if (typeof WebSocket !== 'undefined') {\n",
" return WebSocket;\n",
" } else if (typeof MozWebSocket !== 'undefined') {\n",
" return MozWebSocket;\n",
" } else {\n",
" alert(\n",
" 'Your browser does not have WebSocket support. ' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.'\n",
" );\n",
" }\n",
"};\n",
"\n",
"mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
" this.id = figure_id;\n",
"\n",
" this.ws = websocket;\n",
"\n",
" this.supports_binary = this.ws.binaryType !== undefined;\n",
"\n",
" if (!this.supports_binary) {\n",
" var warnings = document.getElementById('mpl-warnings');\n",
" if (warnings) {\n",
" warnings.style.display = 'block';\n",
" warnings.textContent =\n",
" 'This browser does not support binary websocket messages. ' +\n",
" 'Performance may be slow.';\n",
" }\n",
" }\n",
"\n",
" this.imageObj = new Image();\n",
"\n",
" this.context = undefined;\n",
" this.message = undefined;\n",
" this.canvas = undefined;\n",
" this.rubberband_canvas = undefined;\n",
" this.rubberband_context = undefined;\n",
" this.format_dropdown = undefined;\n",
"\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = document.createElement('div');\n",
" this.root.setAttribute('style', 'display: inline-block');\n",
" this._root_extra_style(this.root);\n",
"\n",
" parent_element.appendChild(this.root);\n",
"\n",
" this._init_header(this);\n",
" this._init_canvas(this);\n",
" this._init_toolbar(this);\n",
"\n",
" var fig = this;\n",
"\n",
" this.waiting = false;\n",
"\n",
" this.ws.onopen = function () {\n",
" fig.send_message('supports_binary', { value: fig.supports_binary });\n",
" fig.send_message('send_image_mode', {});\n",
" if (fig.ratio !== 1) {\n",
" fig.send_message('set_dpi_ratio', { dpi_ratio: fig.ratio });\n",
" }\n",
" fig.send_message('refresh', {});\n",
" };\n",
"\n",
" this.imageObj.onload = function () {\n",
" if (fig.image_mode === 'full') {\n",
" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
" // there is no ghosting.\n",
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
" }\n",
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
" };\n",
"\n",
" this.imageObj.onunload = function () {\n",
" fig.ws.close();\n",
" };\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"};\n",
"\n",
"mpl.figure.prototype._init_header = function () {\n",
" var titlebar = document.createElement('div');\n",
" titlebar.classList =\n",
" 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
" var titletext = document.createElement('div');\n",
" titletext.classList = 'ui-dialog-title';\n",
" titletext.setAttribute(\n",
" 'style',\n",
" 'width: 100%; text-align: center; padding: 3px;'\n",
" );\n",
" titlebar.appendChild(titletext);\n",
" this.root.appendChild(titlebar);\n",
" this.header = titletext;\n",
"};\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
"\n",
"mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
"\n",
"mpl.figure.prototype._init_canvas = function () {\n",
" var fig = this;\n",
"\n",
" var canvas_div = (this.canvas_div = document.createElement('div'));\n",
" canvas_div.setAttribute(\n",
" 'style',\n",
" 'border: 1px solid #ddd;' +\n",
" 'box-sizing: content-box;' +\n",
" 'clear: both;' +\n",
" 'min-height: 1px;' +\n",
" 'min-width: 1px;' +\n",
" 'outline: 0;' +\n",
" 'overflow: hidden;' +\n",
" 'position: relative;' +\n",
" 'resize: both;'\n",
" );\n",
"\n",
" function on_keyboard_event_closure(name) {\n",
" return function (event) {\n",
" return fig.key_event(event, name);\n",
" };\n",
" }\n",
"\n",
" canvas_div.addEventListener(\n",
" 'keydown',\n",
" on_keyboard_event_closure('key_press')\n",
" );\n",
" canvas_div.addEventListener(\n",
" 'keyup',\n",
" on_keyboard_event_closure('key_release')\n",
" );\n",
"\n",
" this._canvas_extra_style(canvas_div);\n",
" this.root.appendChild(canvas_div);\n",
"\n",
" var canvas = (this.canvas = document.createElement('canvas'));\n",
" canvas.classList.add('mpl-canvas');\n",
" canvas.setAttribute('style', 'box-sizing: content-box;');\n",
"\n",
" this.context = canvas.getContext('2d');\n",
"\n",
" var backingStore =\n",
" this.context.backingStorePixelRatio ||\n",
" this.context.webkitBackingStorePixelRatio ||\n",
" this.context.mozBackingStorePixelRatio ||\n",
" this.context.msBackingStorePixelRatio ||\n",
" this.context.oBackingStorePixelRatio ||\n",
" this.context.backingStorePixelRatio ||\n",
" 1;\n",
"\n",
" this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
"\n",
" var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
" 'canvas'\n",
" ));\n",
" rubberband_canvas.setAttribute(\n",
" 'style',\n",
" 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
" );\n",
"\n",
" // Apply a ponyfill if ResizeObserver is not implemented by browser.\n",
" if (this.ResizeObserver === undefined) {\n",
" if (window.ResizeObserver !== undefined) {\n",
" this.ResizeObserver = window.ResizeObserver;\n",
" } else {\n",
" var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n",
" this.ResizeObserver = obs.ResizeObserver;\n",
" }\n",
" }\n",
"\n",
" this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n",
" var nentries = entries.length;\n",
" for (var i = 0; i < nentries; i++) {\n",
" var entry = entries[i];\n",
" var width, height;\n",
" if (entry.contentBoxSize) {\n",
" if (entry.contentBoxSize instanceof Array) {\n",
" // Chrome 84 implements new version of spec.\n",
" width = entry.contentBoxSize[0].inlineSize;\n",
" height = entry.contentBoxSize[0].blockSize;\n",
" } else {\n",
" // Firefox implements old version of spec.\n",
" width = entry.contentBoxSize.inlineSize;\n",
" height = entry.contentBoxSize.blockSize;\n",
" }\n",
" } else {\n",
" // Chrome <84 implements even older version of spec.\n",
" width = entry.contentRect.width;\n",
" height = entry.contentRect.height;\n",
" }\n",
"\n",
" // Keep the size of the canvas and rubber band canvas in sync with\n",
" // the canvas container.\n",
" if (entry.devicePixelContentBoxSize) {\n",
" // Chrome 84 implements new version of spec.\n",
" canvas.setAttribute(\n",
" 'width',\n",
" entry.devicePixelContentBoxSize[0].inlineSize\n",
" );\n",
" canvas.setAttribute(\n",
" 'height',\n",
" entry.devicePixelContentBoxSize[0].blockSize\n",
" );\n",
" } else {\n",
" canvas.setAttribute('width', width * fig.ratio);\n",
" canvas.setAttribute('height', height * fig.ratio);\n",
" }\n",
" canvas.setAttribute(\n",
" 'style',\n",
" 'width: ' + width + 'px; height: ' + height + 'px;'\n",
" );\n",
"\n",
" rubberband_canvas.setAttribute('width', width);\n",
" rubberband_canvas.setAttribute('height', height);\n",
"\n",
" // And update the size in Python. We ignore the initial 0/0 size\n",
" // that occurs as the element is placed into the DOM, which should\n",
" // otherwise not happen due to the minimum size styling.\n",
" if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n",
" fig.request_resize(width, height);\n",
" }\n",
" }\n",
" });\n",
" this.resizeObserverInstance.observe(canvas_div);\n",
"\n",
" function on_mouse_event_closure(name) {\n",
" return function (event) {\n",
" return fig.mouse_event(event, name);\n",
" };\n",
" }\n",
"\n",
" rubberband_canvas.addEventListener(\n",
" 'mousedown',\n",
" on_mouse_event_closure('button_press')\n",
" );\n",
" rubberband_canvas.addEventListener(\n",
" 'mouseup',\n",
" on_mouse_event_closure('button_release')\n",
" );\n",
" rubberband_canvas.addEventListener(\n",
" 'dblclick',\n",
" on_mouse_event_closure('dblclick')\n",
" );\n",
" // Throttle sequential mouse events to 1 every 20ms.\n",
" rubberband_canvas.addEventListener(\n",
" 'mousemove',\n",
" on_mouse_event_closure('motion_notify')\n",
" );\n",
"\n",
" rubberband_canvas.addEventListener(\n",
" 'mouseenter',\n",
" on_mouse_event_closure('figure_enter')\n",
" );\n",
" rubberband_canvas.addEventListener(\n",
" 'mouseleave',\n",
" on_mouse_event_closure('figure_leave')\n",
" );\n",
"\n",
" canvas_div.addEventListener('wheel', function (event) {\n",
" if (event.deltaY < 0) {\n",
" event.step = 1;\n",
" } else {\n",
" event.step = -1;\n",
" }\n",
" on_mouse_event_closure('scroll')(event);\n",
" });\n",
"\n",
" canvas_div.appendChild(canvas);\n",
" canvas_div.appendChild(rubberband_canvas);\n",
"\n",
" this.rubberband_context = rubberband_canvas.getContext('2d');\n",
" this.rubberband_context.strokeStyle = '#000000';\n",
"\n",
" this._resize_canvas = function (width, height, forward) {\n",
" if (forward) {\n",
" canvas_div.style.width = width + 'px';\n",
" canvas_div.style.height = height + 'px';\n",
" }\n",
" };\n",
"\n",
" // Disable right mouse context menu.\n",
" this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
" event.preventDefault();\n",
" return false;\n",
" });\n",
"\n",
" function set_focus() {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"};\n",
"\n",
"mpl.figure.prototype._init_toolbar = function () {\n",
" var fig = this;\n",
"\n",
" var toolbar = document.createElement('div');\n",
" toolbar.classList = 'mpl-toolbar';\n",
" this.root.appendChild(toolbar);\n",
"\n",
" function on_click_closure(name) {\n",
" return function (_event) {\n",
" return fig.toolbar_button_onclick(name);\n",
" };\n",
" }\n",
"\n",
" function on_mouseover_closure(tooltip) {\n",
" return function (event) {\n",
" if (!event.currentTarget.disabled) {\n",
" return fig.toolbar_button_onmouseover(tooltip);\n",
" }\n",
" };\n",
" }\n",
"\n",
" fig.buttons = {};\n",
" var buttonGroup = document.createElement('div');\n",
" buttonGroup.classList = 'mpl-button-group';\n",
" for (var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" /* Instead of a spacer, we start a new button group. */\n",
" if (buttonGroup.hasChildNodes()) {\n",
" toolbar.appendChild(buttonGroup);\n",
" }\n",
" buttonGroup = document.createElement('div');\n",
" buttonGroup.classList = 'mpl-button-group';\n",
" continue;\n",
" }\n",
"\n",
" var button = (fig.buttons[name] = document.createElement('button'));\n",
" button.classList = 'mpl-widget';\n",
" button.setAttribute('role', 'button');\n",
" button.setAttribute('aria-disabled', 'false');\n",
" button.addEventListener('click', on_click_closure(method_name));\n",
" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
"\n",
" var icon_img = document.createElement('img');\n",
" icon_img.src = '_images/' + image + '.png';\n",
" icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
" icon_img.alt = tooltip;\n",
" button.appendChild(icon_img);\n",
"\n",
" buttonGroup.appendChild(button);\n",
" }\n",
"\n",
" if (buttonGroup.hasChildNodes()) {\n",
" toolbar.appendChild(buttonGroup);\n",
" }\n",
"\n",
" var fmt_picker = document.createElement('select');\n",
" fmt_picker.classList = 'mpl-widget';\n",
" toolbar.appendChild(fmt_picker);\n",
" this.format_dropdown = fmt_picker;\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = document.createElement('option');\n",
" option.selected = fmt === mpl.default_extension;\n",
" option.innerHTML = fmt;\n",
" fmt_picker.appendChild(option);\n",
" }\n",
"\n",
" var status_bar = document.createElement('span');\n",
" status_bar.classList = 'mpl-message';\n",
" toolbar.appendChild(status_bar);\n",
" this.message = status_bar;\n",
"};\n",
"\n",
"mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
"};\n",
"\n",
"mpl.figure.prototype.send_message = function (type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"};\n",
"\n",
"mpl.figure.prototype.send_draw_message = function () {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1], msg['forward']);\n",
" fig.send_message('refresh', {});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
" var x0 = msg['x0'] / fig.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
" var x1 = msg['x1'] / fig.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0,\n",
" 0,\n",
" fig.canvas.width / fig.ratio,\n",
" fig.canvas.height / fig.ratio\n",
" );\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch (cursor) {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_message = function (fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
" for (var key in msg) {\n",
" if (!(key in fig.buttons)) {\n",
" continue;\n",
" }\n",
" fig.buttons[key].disabled = !msg[key];\n",
" fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
" if (msg['mode'] === 'PAN') {\n",
" fig.buttons['Pan'].classList.add('active');\n",
" fig.buttons['Zoom'].classList.remove('active');\n",
" } else if (msg['mode'] === 'ZOOM') {\n",
" fig.buttons['Pan'].classList.remove('active');\n",
" fig.buttons['Zoom'].classList.add('active');\n",
" } else {\n",
" fig.buttons['Pan'].classList.remove('active');\n",
" fig.buttons['Zoom'].classList.remove('active');\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function () {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message('ack', {});\n",
"};\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function (fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" var img = evt.data;\n",
" if (img.type !== 'image/png') {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" img.type = 'image/png';\n",
" }\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src\n",
" );\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" img\n",
" );\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" } else if (\n",
" typeof evt.data === 'string' &&\n",
" evt.data.slice(0, 21) === 'data:image/png;base64'\n",
" ) {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig['handle_' + msg_type];\n",
" } catch (e) {\n",
" console.log(\n",
" \"No handler for the '\" + msg_type + \"' message type: \",\n",
" msg\n",
" );\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\n",
" \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
" e,\n",
" e.stack,\n",
" msg\n",
" );\n",
" }\n",
" }\n",
" };\n",
"};\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function (e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e) {\n",
" e = window.event;\n",
" }\n",
" if (e.target) {\n",
" targ = e.target;\n",
" } else if (e.srcElement) {\n",
" targ = e.srcElement;\n",
" }\n",
" if (targ.nodeType === 3) {\n",
" // defeat Safari bug\n",
" targ = targ.parentNode;\n",
" }\n",
"\n",
" // pageX,Y are the mouse positions relative to the document\n",
" var boundingRect = targ.getBoundingClientRect();\n",
" var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
" var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
"\n",
" return { x: x, y: y };\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys(original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object') {\n",
" obj[key] = original[key];\n",
" }\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function (event, name) {\n",
" var canvas_pos = mpl.findpos(event);\n",
"\n",
" if (name === 'button_press') {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * this.ratio;\n",
" var y = canvas_pos.y * this.ratio;\n",
"\n",
" this.send_message(name, {\n",
" x: x,\n",
" y: y,\n",
" button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event),\n",
" });\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"};\n",
"\n",
"mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"};\n",
"\n",
"mpl.figure.prototype.key_event = function (event, name) {\n",
" // Prevent repeat events\n",
" if (name === 'key_press') {\n",
" if (event.key === this._key) {\n",
" return;\n",
" } else {\n",
" this._key = event.key;\n",
" }\n",
" }\n",
" if (name === 'key_release') {\n",
" this._key = null;\n",
" }\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.key !== 'Control') {\n",
" value += 'ctrl+';\n",
" }\n",
" else if (event.altKey && event.key !== 'Alt') {\n",
" value += 'alt+';\n",
" }\n",
" else if (event.shiftKey && event.key !== 'Shift') {\n",
" value += 'shift+';\n",
" }\n",
"\n",
" value += 'k' + event.key;\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
" return false;\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
" if (name === 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message('toolbar_button', { name: name });\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"\n",
"///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n",
"// prettier-ignore\n",
"var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";/* global mpl */\n",
"\n",
"var comm_websocket_adapter = function (comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.binaryType = comm.kernel.ws.binaryType;\n",
" ws.readyState = comm.kernel.ws.readyState;\n",
" function updateReadyState(_event) {\n",
" if (comm.kernel.ws) {\n",
" ws.readyState = comm.kernel.ws.readyState;\n",
" } else {\n",
" ws.readyState = 3; // Closed state.\n",
" }\n",
" }\n",
" comm.kernel.ws.addEventListener('open', updateReadyState);\n",
" comm.kernel.ws.addEventListener('close', updateReadyState);\n",
" comm.kernel.ws.addEventListener('error', updateReadyState);\n",
"\n",
" ws.close = function () {\n",
" comm.close();\n",
" };\n",
" ws.send = function (m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function (msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" var data = msg['content']['data'];\n",
" if (data['blob'] !== undefined) {\n",
" data = {\n",
" data: new Blob(msg['buffers'], { type: data['blob'] }),\n",
" };\n",
" }\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(data);\n",
" });\n",
" return ws;\n",
"};\n",
"\n",
"mpl.mpl_figure_comm = function (comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = document.getElementById(id);\n",
" var ws_proxy = comm_websocket_adapter(comm);\n",
"\n",
" function ondownload(figure, _format) {\n",
" window.open(figure.canvas.toDataURL());\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element;\n",
" fig.cell_info = mpl.find_output_cell(\"\");\n",
" if (!fig.cell_info) {\n",
" console.error('Failed to find cell for figure', id, fig);\n",
" return;\n",
" }\n",
" fig.cell_info[0].output_area.element.on(\n",
" 'cleared',\n",
" { fig: fig },\n",
" fig._remove_fig_handler\n",
" );\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function (fig, msg) {\n",
" var width = fig.canvas.width / fig.ratio;\n",
" fig.cell_info[0].output_area.element.off(\n",
" 'cleared',\n",
" fig._remove_fig_handler\n",
" );\n",
" fig.resizeObserverInstance.unobserve(fig.canvas_div);\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable();\n",
" fig.parent_element.innerHTML =\n",
" '
';\n",
" fig.close_ws(fig, msg);\n",
"};\n",
"\n",
"mpl.figure.prototype.close_ws = function (fig, msg) {\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"};\n",
"\n",
"mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width / this.ratio;\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] =\n",
" '
';\n",
"};\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function () {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message('ack', {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () {\n",
" fig.push_to_output();\n",
" }, 1000);\n",
"};\n",
"\n",
"mpl.figure.prototype._init_toolbar = function () {\n",
" var fig = this;\n",
"\n",
" var toolbar = document.createElement('div');\n",
" toolbar.classList = 'btn-toolbar';\n",
" this.root.appendChild(toolbar);\n",
"\n",
" function on_click_closure(name) {\n",
" return function (_event) {\n",
" return fig.toolbar_button_onclick(name);\n",
" };\n",
" }\n",
"\n",
" function on_mouseover_closure(tooltip) {\n",
" return function (event) {\n",
" if (!event.currentTarget.disabled) {\n",
" return fig.toolbar_button_onmouseover(tooltip);\n",
" }\n",
" };\n",
" }\n",
"\n",
" fig.buttons = {};\n",
" var buttonGroup = document.createElement('div');\n",
" buttonGroup.classList = 'btn-group';\n",
" var button;\n",
" for (var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" /* Instead of a spacer, we start a new button group. */\n",
" if (buttonGroup.hasChildNodes()) {\n",
" toolbar.appendChild(buttonGroup);\n",
" }\n",
" buttonGroup = document.createElement('div');\n",
" buttonGroup.classList = 'btn-group';\n",
" continue;\n",
" }\n",
"\n",
" button = fig.buttons[name] = document.createElement('button');\n",
" button.classList = 'btn btn-default';\n",
" button.href = '#';\n",
" button.title = name;\n",
" button.innerHTML = '';\n",
" button.addEventListener('click', on_click_closure(method_name));\n",
" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
" buttonGroup.appendChild(button);\n",
" }\n",
"\n",
" if (buttonGroup.hasChildNodes()) {\n",
" toolbar.appendChild(buttonGroup);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = document.createElement('span');\n",
" status_bar.classList = 'mpl-message pull-right';\n",
" toolbar.appendChild(status_bar);\n",
" this.message = status_bar;\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = document.createElement('div');\n",
" buttongrp.classList = 'btn-group inline pull-right';\n",
" button = document.createElement('button');\n",
" button.classList = 'btn btn-mini btn-primary';\n",
" button.href = '#';\n",
" button.title = 'Stop Interaction';\n",
" button.innerHTML = '';\n",
" button.addEventListener('click', function (_evt) {\n",
" fig.handle_close(fig, {});\n",
" });\n",
" button.addEventListener(\n",
" 'mouseover',\n",
" on_mouseover_closure('Stop Interaction')\n",
" );\n",
" buttongrp.appendChild(button);\n",
" var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
" titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
"};\n",
"\n",
"mpl.figure.prototype._remove_fig_handler = function (event) {\n",
" var fig = event.data.fig;\n",
" if (event.target !== this) {\n",
" // Ignore bubbled events from children.\n",
" return;\n",
" }\n",
" fig.close_ws(fig, {});\n",
"};\n",
"\n",
"mpl.figure.prototype._root_extra_style = function (el) {\n",
" el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
"};\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function (el) {\n",
" // this is important to make the div 'focusable\n",
" el.setAttribute('tabindex', 0);\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" } else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager) {\n",
" manager = IPython.keyboard_manager;\n",
" }\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which === 13) {\n",
" this.canvas_div.blur();\n",
" // select the cell after this one\n",
" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
" IPython.notebook.select(index + 1);\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
" fig.ondownload(fig, null);\n",
"};\n",
"\n",
"mpl.find_output_cell = function (html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i = 0; i < ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code') {\n",
" for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] === html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"};\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel !== null) {\n",
" IPython.notebook.kernel.comm_manager.register_target(\n",
" 'matplotlib',\n",
" mpl.mpl_figure_comm\n",
" );\n",
"}\n"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"
"
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""
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{
"name": "stderr",
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"text": [
"/home/local/KHQ/elim.schenck/anaconda3/envs/test/lib/python3.9/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n",
" return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n"
]
}
],
"source": [
"%matplotlib notebook\n",
"\n",
"max_epochs = 30\n",
"val_interval = 1\n",
"lr = 1e-5\n",
"epoch_loss_values = []\n",
"auc = []\n",
"acc = []\n",
"best_acc = -1\n",
"\n",
"net = create_new_net()\n",
"loss = torch.nn.CrossEntropyLoss()\n",
"opt = torch.optim.Adam(net.parameters(), lr)\n",
"auc_metric = monai.metrics.ROCAUCMetric()\n",
"\n",
"# Plotting stuff\n",
"fig, ax = plt.subplots(1, 1, facecolor=\"white\")\n",
"ax.set_xlabel(\"Epoch\")\n",
"ax.set_ylabel(\"Metrics\")\n",
"plt.ion()\n",
"fig.show()\n",
"fig.canvas.draw()\n",
"\n",
"for epoch in range(max_epochs):\n",
" net.train()\n",
" epoch_loss = 0\n",
"\n",
" for batch_data in train_loader:\n",
" inputs, labels = batch_data[0].to(device), batch_data[1].to(device)\n",
" opt.zero_grad()\n",
" outputs = net(inputs)\n",
" lossval = loss(outputs, labels)\n",
" lossval.backward()\n",
" opt.step()\n",
"\n",
" epoch_loss += lossval.item()\n",
"\n",
" epoch_loss /= len(train_loader)\n",
" epoch_loss_values.append(epoch_loss)\n",
"\n",
" if (epoch + 1) % val_interval == 0:\n",
" with eval_mode(net):\n",
" y_pred = torch.tensor([], dtype=torch.float32, device=device)\n",
" y = torch.tensor([], dtype=torch.long, device=device)\n",
"\n",
" for val_data in val_loader:\n",
" val_images, val_labels = (\n",
" val_data[0].to(device),\n",
" val_data[1].to(device),\n",
" )\n",
"\n",
" outputs = net(val_images)\n",
" y_pred = torch.cat([y_pred, outputs], dim=0)\n",
" y = torch.cat([y, val_labels], dim=0)\n",
"\n",
" y_onehot = [y_trans(i) for i in decollate_batch(y)]\n",
" y_pred_act = [y_pred_trans(i) for i in decollate_batch(y_pred)]\n",
" auc_metric(y_pred_act, y_onehot)\n",
" del y_pred_act, y_onehot\n",
" auc_result = auc_metric.aggregate()\n",
" auc_metric.reset()\n",
" auc.append(auc_result)\n",
"\n",
" acc_value = torch.eq(y_pred.argmax(dim=1), y)\n",
" acc_metric = acc_value.sum().item() / len(acc_value)\n",
" acc.append(acc_metric)\n",
"\n",
" if acc_metric > best_acc:\n",
" best_acc = acc_metric\n",
" torch.save(net.state_dict(), os.path.join(root_dir, \"best_acc_covid_tutorial.pth\"))\n",
"\n",
" ax.clear()\n",
" train_epochs = np.linspace(1, epoch + 1, epoch + 1)\n",
" ax.plot(train_epochs, epoch_loss_values, label=\"Avg. loss\")\n",
" val_epochs = np.linspace(1, epoch + 1, np.floor((epoch + 1) / val_interval).astype(np.int32))\n",
" ax.plot(val_epochs, acc, label=\"ACC\")\n",
" ax.plot(val_epochs, auc, label=\"AUC\")\n",
" ax.set_xlabel(\"Epoch\")\n",
" ax.set_ylabel(\"Metrics\")\n",
" ax.legend()\n",
" fig.canvas.draw()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" precision recall f1-score support\n",
"\n",
" normal 0.91 0.67 0.77 15\n",
" pneumonia 0.90 0.95 0.92 19\n",
" covid 0.96 0.99 0.97 91\n",
"\n",
" accuracy 0.94 125\n",
" macro avg 0.92 0.87 0.89 125\n",
"weighted avg 0.94 0.94 0.94 125\n",
"\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
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3dGijFpHn9j8CPiheaBq/ia50S006z0O7ubS/bXNatNPdrm3TfPbwx3Msb3M0ald0UIdxvQFcuoMuofs//ErTfhlN8YGTQLnQbZrRbufTvGOmXU9s90GMCS20Nw08TsEf5HQMvlvuA2nH0F4n/al+Avxct/EGoeL10Kz02Xxh4w1W40PWPDL3WqapBqX76xNndJC62k8c3+sbzYPuoSZl/dr4V4i8ceF9P/Zv8O/Crwrqfn3+oeILvXfF4WB0EUqL9lsbYlgA5ji+1TblLDF/tzuVlHNlOfcX5jKEcRhvYT9rTUoum5RVNwcqnv8ANH3o8rtK0lecI6vmScowWzuefUUUV+imR23wG/5G+5/7Br/+jI69aryX4Df8jfc/9g1//RkdetVEtz8Z44/5H8v8MPyYUUVZ0bUf7I1i01YwLL9luY5vKbo+1g2D9cYqJuUYNxV3Z2Xd2dl83p8z5JWb1Nvx78I/iB8MobefxpokdqtzNLAvlX8E5injCGSCUROxhmQSJuik2yLuGVGasar8E/iDosNjd39vpIt9QvBaRXkXiWwlggnK7hFPKk5S2fbk4mKHCt/dOO0+Nniz4b63oGt6f4R+Iltqb6740vPEq+ZY3cTWsTrtitX3wgG5bzZC+0mIeSMStuAGd8V5Ph34f+G2j/D74XfFDRtZsvtUd7rrwWV/FdXV+0RUyMJ7aNFghDPFGquzkyPIR8+2P4DL+IOIMXh8HGrDkq1ZyjO9CqoqCgpczv8Aw2pNwjGTftXB6xi7nrVsJhKc6ji7xik178b3va3ndatr4U+rOQ8ffC/xh8NDpv8AwlkFgE1eyN5ps2na3aX0c8AlkhLh7aWRceZFIvJByh9K5+ux+O3i3QfFfxAkg8H3puNB0Wxt9I0GYxNGJrW2iWIT7GAZTMwecggENM2QOlcdX1mR18wxOUUa2OVqs48zXLyWu24pxblyyUHDmV3aXMull5+KjRhiJRpfCnZa39ddLq97eVgr0X9jj/k874Lf9lm8Jf8Ap7s686r0X9jj/k874Lf9lm8Jf+nuzrXNv+RVX/wS/Jl4H/faX+Jfmf0z14l/wUv/AOUcX7QB/wCqJeK//TPdV7bXiP8AwUxOP+Cb/wC0Cf8AqiPiv/0z3VfhlXWlL0f5M/RXomfJ/wDav/TT9a+lP+CVj+Z+xnYvn73xC8cn/wAu7V6+Sv7WHqa+sf8AglA/mfsUaZJ/e8feNz/5dur1/NvgVlv1HN8bK29OC/8AKjPlOHMf9cr1I32S/M+jqK8ZvP23fhxZ/H5vgU/gfxS1vF4qh8LXPjpLW1/sSDX5dOXUY9LZzcfafNa3eM+aLc24klSEzCU+XVfx/wDt3/Db4e/HCT4K3/w/8WXyWPiHQtC17xXp8FkdN0jU9ZkSPTraZJLpLuQytLCDJBbyxRiUF3QJIU/pU+sPbqKKKACiiigAooooAKKKKACiiigAooooA/OD/guH/wAnI/Ar/sR/HP8A6WeF6+Tq+sf+C4f/ACcj8Cv+xH8c/wDpZ4Xr5Or53Mf96foj+WvFb/ksqn+Cn/6SwooorhPzgKKKKACiiigAr5J/4Klf8yL/ANxP/wBtK+tq+Sf+CpX/ADIv/cT/APbSvreBv+Spw/8A29/6RI/TPB7/AJOLgv8AuJ/6amfJNFFFf0Of3IFFFFABRRRQAUUUUAdt8Bv+Rvuf+wa//oyOvWq8l+A3/I33P/YNf/0ZHXrVRLc/GeOP+R/L/DD8mFFFFI+RCiiigAooooAK9F/Y4/5PO+C3/ZZvCX/p7s686r0X9jj/AJPO+C3/AGWbwl/6e7OvPzb/AJFVf/BL8mdWB/32l/iX5n9M9eIf8FNDj/gm7+0Ef+qIeLP/AEz3Ve314f8A8FNuP+Cbf7Qh/wCqH+LP/TPdV+Gz1g/Rn6JP4H6M+Dv7UP8AfP519Q/8Eh/gF8B7D9nOw+PWnfBPwjB44vvGvjWO88Zw+G7VNWnT/hKNVj2vdiPzmHloiYLEbUUdABXx1/aY9RX3d/wSIbf+wjoT+vjXxof/AC69Wr8n8OMv+pY7EStvCP8A6Ufk/hxjPrOOxCvtCP8A6UZfin9j79oOT416ofDcvg25+H998X7b4mpPfa5dwat/aNtpcMMekmFLOSJYHvraG4a881nSJ3hFs5AkOR8YP2C/jD8T/wBreP4+P4d+HL3Eni3wprOlfES71G5/4SbwXYaY1u9/oWmqtltntb3y7xHka4t8rqtwJIZVREP2FRX60frQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB+cH/AAXD/wCTkfgV/wBiP45/9LPC9fJ1fT3/AAXr8aeDvA/7QvwG1Hxp4s0zR7eXwZ45jin1S/jt0d/tfhg7Q0hAJwCcdcA18Zf8NBfAT/ot/hD/AMKW1/8AjleLjcJi62IcqdOUlpqoya+9Ra/E/mfxPyzM8VxdUqUKFSceSnrGE5L4X1jCS/E6+iuQ/wCGgvgJ/wBFv8If+FLa/wDxyj/hoL4Cf9Fv8If+FLa//HK5P7Px/wDz5n/4BP8A+RPz7+xM7/6BKv8A4Kq//Kzr6K5D/hoL4Cf9Fv8ACH/hS2v/AMco/wCGgvgJ/wBFv8If+FLa/wDxyj+z8f8A8+Z/+AT/APkQ/sTO/wDoEq/+Cqv/AMrOvorkP+GgvgJ/0W/wh/4Utr/8co/4aC+An/Rb/CH/AIUtr/8AHKP7Px//AD5n/wCAT/8AkQ/sTO/+gSr/AOCqv/ys6+vkn/gqV/zIv/cT/wDbSvof/hoL4Cf9Fv8ACH/hS2v/AMcrwf8AbZ8KeKf2nf8AhGf+Ga/DWofEP+w/tv8AbX/CDWb6t/Z/neR5Pn/ZQ/lb/Kl27sbvLfGdpx9Fwp/wl5/RxWN/c0o8151P3cFeLSvOfJFXbSV5K7aSu2kfpHhJlWaYbxAwdSth6kYr2l3KnOKX7qe7cEl82fHVFenf8MT/ALZn/Ro/xO/8ILUf/jNH/DE/7Zn/AEaP8Tv/AAgtR/8AjNfsv+uHCH/Qyw3/AIUYf/5ef2qeY0V6d/wxP+2Z/wBGj/E7/wAILUf/AIzR/wAMT/tmf9Gj/E7/AMILUf8A4zR/rhwh/wBDLDf+FGH/APl4HmNFenf8MT/tmf8ARo/xO/8ACC1H/wCM0f8ADE/7Zn/Ro/xO/wDCC1H/AOM0f64cIf8AQyw3/hRh/wD5eB5jRXp3/DE/7Zn/AEaP8Tv/AAgtR/8AjNH/AAxP+2Z/0aP8Tv8AwgtR/wDjNH+uHCH/AEMsN/4UYf8A+XgY/wABv+Rvuf8AsGv/AOjI69arjPD3wU+MvwFvW8YfHP4SeJ/Bek3MRs7fVPFmg3GnW0tyxDrCslwiK0hSORggOSEY4wprY/4WX8OP+igaJ/4NYf8A4qvUwmPwGZUfb4OtCrDVc0JwnG63XNCU43XVc111SPyHjPCYutnspU6cpLlhqoya2fVRa/E26KxP+Fl/Dj/ooGif+DWH/wCKo/4WX8OP+igaJ/4NYf8A4quq6Plf7OzD/nzP/wAAn/8AIG3RWJ/wsv4cf9FA0T/waw//ABVH/Cy/hx/0UDRP/BrD/wDFUXQf2dmH/Pmf/gE//kDborE/4WX8OP8AooGif+DWH/4qj/hZfw4/6KBon/g1h/8AiqLoP7OzD/nzP/wCf/yBt16L+xx/yed8Fv8Ass3hL/092deP/wDCy/hx/wBFA0T/AMGsP/xVemfsT+OPBWsfttfBPTtI8YaXdXEnxm8J+XBbahG7tjWrMnCqxJwAT9BXn5s1/Zdf/BL8mdGDwGOhi6cpUZpKS1cJLr/hP6e68O/4Kccf8E2f2hP+yHeLP/TPdV7jXh3/AAU7OP8Agmv+0Kf+qHeLf/TNdV+HPZn3NT+HL0f5M/Mj+1vf9a/Q3/gj4/mfsDeHZP73jHxkf/Lq1avzP/tJf7/61+ln/BHBt/8AwT78MP6+LfGB/wDLp1Wvl+H8F9VrVH3S/M/BvB3EOtmeLT/59x/9LZ9P0UUV9SfvgUUUUAFFYPxN8cz/AA28D33jS28Da94ley8rbovhi0Se+ud8qR/uo5HRW27t7ZYYVWPJGDwXwx/as1P4leOLLwVcfsq/Frw2l4ZA+teJvDtrBY22yJpP3rx3Tsu7aEXCnLOo4ByAD1uiiigAooooAKKKKACiiigD8Sf+DwP/AJG/9mv/ALBvjf8A9GeHa/G2v2S/4PA/+Rv/AGa/+wb43/8ARnh2vxtr9a4Q/wCRJH/FL80fa5H/AMi9er/MKKKK+mPXCiiigAooooAK/T7/AINv/wDmsv8A3Lv/ALk6/MGv0+/4Nv8A/msv/cu/+5Ov55+lX/yYbN/+4H/qTSJn8J+n1FFFf42mIUUUUAFFFFABRRRQB+fX/ByP/wAmOeFf+yr2P/ps1OvxMr9s/wDg5H/5Mc8K/wDZV7H/ANNmp1+Jlf61/Q5/5MhR/wCwnFf+l0z3MB/u/wA2FFFFf1KdgUUUUAFFFFABXvf/AASu/wCUmP7P3/ZZvDX/AKc7evBK97/4JXf8pMf2fv8Ass3hr/0529cGa/8AIsr/AOCX5M4sz/5F1b/BL8mf2E14b/wU94/4JqftDH/qhvi3/wBM13XuVeGf8FPzj/gml+0Of+qGeLf/AEzXdfix+O1f4UvR/kz8h/7U+tfqR/wRlfzP+CeHhN/73inxef8Ay6NVr8mv7QP98flX6Z/8ETtb+PE37HvhjStR+G/hGLwOPEHi1rPxFB42upNVlf8A4SPUztfTjpqwxjzC65F452qrYyxRUsKsPqup/OnghJyzbG/9e4f+nGfatFfD+s/EH4gp+1TqPxHT4r+J01+w/ag03wBZ+CV8S3Q0p/D03h21uZYTpgk+zvIY559U+1GM3A8sASCFDHTfjL8cPiJov7dfirxB8RfDniS58CfDzxR4E0PSY9E+K9/oghfW54YY7z+ybULFrYe+ufJmW7kCLDabYI5ZPORmf0cfcVFFFABX5jf8E3fDOm+HP2idB+F9r8SfCknhy0+Il54x8LeLtN0LxFbzfEa/TwdHoFy0dzfaXbafdPN5N1q9xJaXt+0sp3fdjadv0b+Jvg7XPH/ge+8JeG/idr3g29u/K8nxJ4YisnvrPbKjnyhfW1zbneqmNt8L/K7bdrbWX83f2B/E+laz+0B8GtB0TXP2idU+HPhfXptI+Gtx8RPEHg46RDcXHguTVbIGy06wjvU3aLes0H7xfJXfC2zDwsAfqBRRRQAUUUUAFFFFABRRRQB+JP8AweB/8jf+zX/2DfG//ozw7X421+yX/B4H/wAjf+zX/wBg3xv/AOjPDtfjbX61wh/yJI/4pfmj7XI/+RevV/mFFFbXgz4b/ET4jzXdv8PPAWta9Jp9qbm/TRdKmujbQDrLIIlbYg7scD3r6GvXoYak6taahFbuTUUumrk0lq0tWtWlu1f19zForZ8D/Dv4gfE3WH8PfDbwLrPiG/jt2nex0PTJbuZYlIDSFIlZgoJGWxgZHrVvSfg18X9f8G3nxF0L4VeJL3w9p0kseoa7aaFcSWdq8aq0iyTqhRCiupYEjaGBOMisK2Y5dh5uFWtCMk4ppzgmnO6grOad5NNRVrys+VSs7OzOborf8Q/Cj4peEfC2n+OfFfw18QaZomrBDpWsaho08Nrehk3qYpXUJJlPmG0nI56VgVtQxOGxUOehOM1dq8ZKSunZq8XJXT0avdPRpPQVmgr9Pv8Ag2//AOay/wDcu/8AuTr8wa/T7/g2/wD+ay/9y7/7k6/n/wClX/yYbN/+4H/qTSJn8J+n1FFFf42mIUUVieD/AIlfDn4hTahb+APH+ia5JpN0bXVU0fVYbk2U4zmKURsfLfg/K2DweK1hQr1KUqkINxjbmaTajd2XM0mld6K7V3orvQLM26K5m0+Nfwav4dfuLH4teGZo/CkcknimSLXrdl0dIw5droh/9HCiOQkybcBGz0NXfA3xG+HvxQ0Z/EXw08eaN4i09LhoHv8AQtUiu4VlUAmMvEzKGAZSRnIDD1rerl2Y0KcqlWhOMYtJtwmknJc0U24JJyjrFNpyWsVJajs0bNFFFcYj8+v+Dkf/AJMc8K/9lXsf/TZqdfiZX7Z/8HI//JjnhX/sq9j/AOmzU6/Eyv8AWv6HP/JkKP8A2E4r/wBLpnuYD/d/mwooor+pTsCiitzxn8MPiV8OYdOuPiF8PNc0GPWLQXWkvrOkzWovYDjEsJlVfMQ5HzLkcjmsp16FOrGnOaUpX5U2k5WV3yptN2WrsnZauy1Aw6KKK1AK97/4JXf8pMf2fv8Ass3hr/0529eCV73/AMErv+UmP7P3/ZZvDX/pzt64M1/5Flf/AAS/JnFmf/Iurf4Jfkz+wmvC/wDgqD/yjR/aI/7IX4t/9M13XuleF/8ABUL/AJRoftEf9kL8Xf8Apmu6/F1ufjtT+HL0f5M/FP7WfUV+u3/BFM7v+Cb/AILb18ReLP8A1J9Ur8dftZ9RX7Ef8ETDu/4Js+CG9fEHiv8A9SbVK9nNaPsqcX5/ofzz4J03DNcZ/wBe4f8Apxnvmufs9fALxN8QJfiz4k+B3g/UPFU+kSaTP4mvvDNrLqElg6sj2jXDRmQwMrspiLbCGIIwTTtX+AHwH1/xtoXxL134J+Eb3xH4Xtxb+GfEF34btZL3SIhnEdrO0Zkt1G5vlQqOT6111FeKf0SFFFFAGD8TdI+IuveB77SvhN4303w54gl8r+z9Z1fQW1O3t8SoX32yzwGTdGHQfvV2lg3zbdp8I+Df7DXj7wF+0FoXx68d+Kvg1qt5omjtpUdz4c+ASaPqiWQt3iht4L7+05zbxpuUbRGwMYaMbQ+R9K1+Yv8AwTh+JFvdftIaB8Cf+GxPhV4lmt/iDdeLTqeg/HIa3q/jYr4Ni0i5jXTyPNVJbxLjWJldykDpGiLIP3qAH2v/AMFDvir4/wDgX+wd8Y/jP8Kdc/szxP4U+Gmtat4f1H7Al19mvILKWWGTyXVll2uqnYykNjGDmvj7wx+03+1B8YP2v779nX4I/wDBQjVNf+Htn8NvEfiG1+JujeFfDtxcXmrWiaFu0sSDTzalbR73ewWLzAl80MrGWJZE/Qb4p/DHwP8AGr4a698Ifibof9p+HfE+kXGma5p32mWH7TazxmOWPzImWRNysRuRlYZyCDW9QB+cngX9vD9sX4tfGv4ei8+M/wAM/h/aa7pXgHUNM8JeLfF0Gmt4xtNVsbG51KSyspdHubm/k824vLSH7NqFuIZraMzRspPm5fxZ/wCCmfxw0f4Ga/pHgz4/WP8Awsrwh8E/jRrPi7TotKsJbnRdY0KRV0d7uAwkW7RqSyROqrcJ87LKvzV+l9FAHwr4n+Lf7Xnwd+Lniyw1b9rLWPEuleBvi98NNFi03UfCmiwDVbPxPqmm6dew3T29mjhIPtjzWphMUisNs8lyuMea63+3v+1avwz8Sa94L/aXj1Hxi/w18Q6r428Ly+GtMkX4T67bazp9rYWJjSBZVDx3N5H5V+80lx9j8+FkRXz+mlFAHw9efG/40eBP2jdF+Dfj34iXvj238J/tJx6baaxrHhbSm1W406f4a6pq5t0FraQxJMt0HVJoI4pWibyWd1aUyJ/wSp/bb+K/7S3xe8YeB/GnxXsPGOhr8PfD3inQ7mLxFp2qXukTX1xqEU+nXkum6RptvDcRrb2/mWm24kgcuGuHDqqfcVFAH4U/8HbOm/FSz+LHwIu/G/jPw/qGiXFn4zPhnT9K8Mz2d1YRh9A8xbq4kvZku2bKbWjhtwu1sq+4bfyNr9kv+DwP/kb/ANmv/sG+N/8A0Z4dr8ba/WuEP+RJH/FL80fa5H/yL16v8wr3v9lLUrC98Ct4a074jaL4Y1TTfih4e8Q3d3rWuQ6eHsLVLxXnjeV1857d5Qwhj3St52Y0cq2PBKK7s9yiOd5c8K58mqafKpWa5t4y92StKWj8n0s/Yi+V3PoDwq2k+M9N+J3g3wL4v8O+GdQ8UeJ9K17w5JqfiezsIRpcdxeO1ubh5RHFKhuLSYwMwk/0Y4UsgWut8deMfhr8Z7z4iS+J7DwSvgD/AITHxn4h8J+IT4qW1162u7tQ1qkOnLdBpYppbWzXa1qwCySYkjClk+UqK+crcDUqmKdeOJlGXucr5VzRcfZpyUlNNycaUUnLmUeap7k/aNRrn0PcZl07wb+x5rXhbW5vBtjf6zqekXmn3Ph/xXFqOpa4qm4fyry3juphZrAk2QfLtm3AI4lJJTw6iivpcpyv+zFXbqc8qtSVRu1km1FWS5pOyUV9re9lCNoqW7hX6ff8G3//ADWX/uXf/cnX5g1+n3/Bt/8A81l/7l3/ANydfh/0q/8Akw2b/wDcD/1JpET+E/T6iiiv8bTEp+I7PUdR8PX+n6Pe/ZruezljtbjJHlSMhCvx6Eg/hXzr+ydaalpXizwvcS/DLxJ4cttB+E+keEtZi1Dwxd26yarFI7CFWMWJooAk/wDpSk25+1rtkYuRX0tRXv5bnssvyvEYL2akqvXmacbx5Hok1LRK1/hd2tXpSlZNHxxoHwKvtaudW+HGr654un+G2gfBvxJ4MuriH4a32m6isWoT2axrGJkd9WuY4re4bz4IfLyykK7TPn3n9mfxL8R/Edl4kHjK/wDEGo6Raa6sXhTW/FnhwaTqV/am2haQzW3kW+0JcNNGrmCIsqj5SAJH9Oor1s840xGe4SdCvRj73JZ3TcXFycpq1OP7yo5SU5cyTi7ezbSmqlUclZhRRRXxRmfn1/wcj/8AJjnhX/sq9j/6bNTr8TK/bP8A4OR/+THPCv8A2Vex/wDTZqdfiZX+tf0Of+TIUf8AsJxX/pdM9zAf7v8ANhRRRX9SnYXfDd7pum+IrDUdZsvtNnb3sUl3bYB82NXBZOfUAj8a+iP2zvEOgt4U8Q2snxM0LxPc+K/jPq/inw/NouuQXzQ6ZPEB58widjavcFoB5EuyZfsh3ouFz81UV4WYZHTx+a4fHOo06XSyfNaTktXrG0nra/NH3XZagFFFFe6AV73/AMErv+UmP7P3/ZZvDX/pzt68Er3v/gld/wApMf2fv+yzeGv/AE529cGa/wDIsr/4JfkzizP/AJF1b/BL8mf2E14V/wAFRDj/AIJnftEn/qhXi7/0zXde614V/wAFRf8AlGb+0V/2Qrxd/wCma7r8XW6Px2p/Dfo/yZ+F/wBrHqa/Zb/giMd3/BNPwM3rrvir/wBSbVK/Fj7Uf7xr9pf+CIB3f8EzfAbeut+Kf/Ul1SvquIafJQp+r/I/DPCOh7HMsW/7kf8A0tn1jRRRXyh+7BRRRQBi+PviH4Q+GOhQeJPG+rfYrK51rTdJgm8iSTdeX99BY2kWI1Yjfc3MMe4jau/cxVQWHxZ+xh8efAn7WfxH+FXjn4k/t6jxL4s0xLjVtI+GVv4PtdLmtNVk0m6trqC4mSMvcpBDPd48tkikaOOUFwqV9TftW/s6aF+1X8HG+C/ijUPs+m3Pinw9quofI5+0Q6brVlqT2+Y5I2QzLaGHerAp5m/Dbdpy/hj+wx+y38HPHFl8R/hz8NJdP1nTvN+x3jeINQnEfmRPE/yTTsjZR2HKnGcjBANAHrdFFFABRRRQAUUUUAFFFFAH4k/8Hgf/ACN/7Nf/AGDfG/8A6M8O1+Ntfsl/weB/8jf+zX/2DfG//ozw7X421+tcIf8AIkj/AIpfmj7XI/8AkXr1f5hRRRX0x64UUUUAFFFFABX6ff8ABt//AM1l/wC5d/8AcnX5g1+n3/Bt/wD81l/7l3/3J1/PP0q/+TDZv/3A/wDUmkTP4T9PqKKK/wAbTEKKKKACiiigAooooA/Pr/g5H/5Mc8K/9lXsf/TZqdfiZX7Z/wDByP8A8mOeFf8Asq9j/wCmzU6/Eyv9a/oc/wDJkKP/AGE4r/0ume5gP93+bCiiiv6lOwKKKKACiiigAr3v/gld/wApMf2fv+yzeGv/AE529eCV73/wSu/5SY/s/f8AZZvDX/pzt64M1/5Flf8AwS/JnFmf/Iurf4Jfkz+wmvCv+Co3H/BMz9or/shXi7/0zXde614T/wAFRzj/AIJl/tFn/qhPi7/0y3dfi8fiR+PT+B+jPwQ+1D/np+tftl/wQ7O7/gmR4BbPXWfFP/qS6pX4d/aj6Gv2U/4IT/AH4D6d+wx4I+POnfBPwjb+OL7UvFEd54yh8N2qatOn/CQajHte7EfnMPLREwWI2oo6ACvteKocuHpf4n+R+R+GuH9jjsQ/7kf/AEo99vP23fhxZ/H5vgU/gfxS1vF4qh8LXPjpLW1/sSDX5dOXUY9LZzcfafNa3eM+aLc24klSEzCU+XWp8Xf2uvhf8Gvjp8O/2d9esNYv/EXxJ1Ka00xdItY5IdMVLa4nWe9d5F8mOT7NLHHtDvI6PtQrFK8fk3in9j79oOT416ofDcvg25+H998X7b4mpPfa5dwat/aNtpcMMekmFLOSJYHvraG4a881nSJ3hFs5AkJ8Z/8Agnn8RPiF+054R/ad8G/tM+KtFuIviTpPiPxh4WkbSLiwhtrLRLzT1trCWbSHuype5Y+VJOsWL29lQRTSKR8Sfrx9V0UUUAFFFFABRRRQAUUUUAFFFFABRRRQB+I3/B4TcW9t4t/Zre4nSMHTvG4BdgBnzPD3rX40f2rpf/QSt/8Av8v+NfsF/wAHm3/If/Zm/wCvPxv/AOh+Hq/Emv1bhKTWSxX96X5o/QuHcLGrlcZN9Zfmdp/aul/9BK3/AO/y/wCNH9q6X/0Erf8A7/L/AI1xdFfTe0Z7n1GH8zO0/tXS/wDoJW//AH+X/Gj+1dL/AOglb/8Af5f8a4uij2jD6jD+Znaf2rpf/QSt/wDv8v8AjR/aul/9BK3/AO/y/wCNcXRR7Rh9Rh/MztP7V0v/AKCVv/3+X/Gv0X/4IDftBfAX4Of8LZ/4W78bvCHhX+0f7B/s/wD4STxLa2P2ry/7R8zy/OkXft3pu25xvXPUV+WlSQd6+E8SuB8J4mcFYrhvFVpUadfkvOCjKS5Kkaisp+67uNnfo9NRSwEGviZ/S9/w3f8AsPf9HlfCn/w4mmf/AB+j/hu/9h7/AKPK+FP/AIcTTP8A4/X80tFfyj/xIpwj/wBDvE/+CcP/AJmX9nw/mf4H9LX/AA3f+w9/0eV8Kf8Aw4mmf/H6P+G7/wBh7/o8r4U/+HE0z/4/X80tFH/EinCP/Q7xP/gnD/5h/Z8P5n+B/S1/w3f+w9/0eV8Kf/DiaZ/8fo/4bv8A2Hv+jyvhT/4cTTP/AI/X80tFH/EinCP/AEO8T/4Jw/8AmH9nw/mf4H9LX/Dd/wCw9/0eV8Kf/DiaZ/8AH6P+G7/2Hv8Ao8r4U/8AhxNM/wDj9fzS0Uf8SKcI/wDQ7xP/AIJw/wDmH9nw/mf4H7Mf8FsfGvg39s/9lbw/8Lv2PPFumfFjxNYfEG01W+8O/DS/j12/trBLG+he7kt7JpZEhWWeGMyFQoaaNScuoP5d/wDDv79vL/oyX4u/+G21T/4xX19/wbNf8n3+Lf8Askd//wCnTS6/cqvks58Vsx+ihjn4fZRhYY6jTSxCrVpTp1HLE3nKLjRThaLppRd7tN36HdQpKjT5Uz+Xf/h39+3l/wBGS/F3/wANtqn/AMYo/wCHf37eX/Rkvxd/8Ntqn/xiv6iKK8r/AIno4t/6EmG/8G4j/I2P5d/+Hf37eX/Rkvxd/wDDbap/8Yo/4d/ft5f9GS/F3/w22qf/ABiv6iKKP+J6OLf+hJhv/BuI/wAgP5d/+Hf37eX/AEZL8Xf/AA22qf8Axij/AId/ft5f9GS/F3/w22qf/GK/qIoo/wCJ6OLf+hJhv/BuI/yA/l3/AOHf37eX/Rkvxd/8Ntqn/wAYr2T/AIJ0/sffta/C3/goP8CPHfxN/Zc+IvhzQ7H4zeF/t2s694Iv7O0t9+rWsab5pYlRNzuiDJGWYAckV/RJXA/tE/8AIteEf+yzfD7/ANS/SK9bIfpl8UcUZ5hcmq5RQhHE1IUnJVa7cVUkoOSTVm0ndJ6dzizP/kXVv8EvyZ9vV4T/AMFSOP8AgmV+0Wf+qE+L/wD0y3de7V4R/wAFSjj/AIJk/tGH/qhHi/8A9Mt3X9NR+JH49L4Wfz4fah6Cv3P/AOCF53f8Evvh43rqvif/ANSTU6/B77SP74r93/8AghSd3/BLj4dH11PxN/6kep19/wAZQ5cLR/xP/wBJPz3grD+xxdZ94r/0o+uaKKK/Pz9ECiiigAooooAKKKKACiiigAooooAKKKKAPwx/4PNv+Q/+zN/15+N//Q/D1fiTX7bf8Hm3/If/AGZv+vPxv/6H4er8Sa/VOE/+RLH/ABS/NH6Zwx/yKI+svzCiiivpD6AKKKKACiiigAqSDvUdSQd6a3E9iSiiirICiiigAooooAKKKKAP0S/4Nmv+T7/Fv/ZI7/8A9Oml1+5Vfhr/AMGzX/J9/i3/ALJHf/8Ap00uv3Kr/JT6Y3/J763/AGDYX/0ioXHYKKKK/loYUUUUAFFFFABXA/tE/wDIteEf+yzfD7/1L9Irvq4H9on/AJFrwj/2Wb4ff+pfpFfZeHP/ACcHKP8AsJof+nYnFmf/ACLq3+CX5M+3q8I/4KlnH/BMf9ow/wDVCPF//plu693rwf8A4Km8f8Exv2jT/wBUH8X/APplu6/1kj8SPx97H85v2w+h/Ov3v/4IRtu/4JZfDdvXUfEp/wDLj1Ov5/ftY/vj86/f/wD4IOHd/wAErPho3rfeJP8A1ItTr9G45jy4Sh/if/pJ8zkOG9hWm+6X5n19RRRX5ufThRRRQAUUUUAFFFFABRRRQAUV8z/te/HTVPAf7Rng34beNf2qv+FJ+B9T8K6hqCeLvL0mP+2tYiurWOLS/tOrW1xbxYhlll8lEWefOY3VYJQfnn4a/tq/teeMfh/P4s8DfHiXxn4psfg/N48+J/gWDw7pgfwFr+nanpk0vg9RFbrJE17aPrFiFvGkuVNgJ0lTduoA/R6ivzu8cfto/tD+JvC9l+1T8IprLxBb+KPCvxQ8Q/CHTZPCdvcyJpOnWmnwaTJCVhF1LHdGCTUfLVxJMt+kROEiSP0X/gnB430Dx7+138eNY8K/tT/8Lk02Pwx4IitPHPlad/pI8vV3eLzNNghtZtju43RRrt/1b5kjdiAfn7/webf8h/8AZm/68/G//ofh6vxJr9lv+DwzUvipefEj4CWnjfwb4f07RLeHxkPDOoaV4mnvLq/jLaD5jXVvJZQpZspCbVjmuA25ssm0bvxpr9U4T/5Esf8AFL80fpnDH/Ioj6y/NBRRRX0h9APtra5vbmOzs7d5ZpXCRRRIWZ2JwFAHJJPGK1vHfw5+IXwt18+Ffib4E1nw5qiwrK2m69pctncCNvuv5cqq204ODjBxXVfsleL/AAz4A/ac8B+NPGOpJY6bpvimznudRlQstkFlXbckAEkRNiTgE/JwCa3P2kBa+G/hn8OPhXqni3Rta8QaBZapJqlzoOvW+qW9rDcXzyQW32m2kkidgRLOVR22/a+cOXUfO4rOMXQ4joZfGlenOLbl71/t6ppclo8sVLmak3UhyrR3DyCiiivogCpIO9R1JB3prcT2JKKKKsg3PBHwx+JXxNmvLf4b/D3XPEEmnWjXWoR6HpM12bWAdZZBErbEHdjge9J4D+GvxG+Kmsv4c+GHgDW/Eeox27XElhoOlTXkyxKQGkKRKzBQSMtjAyPWvav2RNT06+8At4X034l6H4V1bTPiv4b8SXl5rmvwacH0+0jvVeeN5XXznt3lDCGPdM3n5jRyrYl8JNpHjfTfip4J8AeM/DfhbUvFfirSPEHhqXVfFVlp0A0qK5vXe2Nw8qxxSobmzmMDMJP9FOFLoFr4TG8VZhhsZi6CpRSpOCjKSq2SlOEXOfLF3jyydRezbajF82uweIwfDD4lXPgi8+Jtt8PNck8N6ffLZX/iFNJmNjbXLYxDJOF8tJDkYQsCcjjmk8SfDT4j+DfD2j+LvF/w/wBb0rSfEUUkvh/VNS0qaC31NE2b2t5HULMF8xMlCQN656ivpHxXdaJ8WtP/AGnPHvgXxx4Vt9C8SeLp7zwvp+reM9N025vIl1cXjvBY3NxHM2bcqwCRkMR5abnXaOE+IXhrUP8AhhLwBPd+NPC91c2Hj7xFqFxpUHjnTLjUbayvLDQIbVms0uGuEBeyuVKGMGMRZcKGUmcDxdjMTWowrU4wcq1OnKLVTmiqmGVaz93l54VG6c38DtZOM9APDqKKK+9A/RL/AINmv+T7/Fv/AGSO/wD/AE6aXX7lV+Gv/Bs1/wAn3+Lf+yR3/wD6dNLr9yq/yU+mN/ye+t/2DYX/ANIqFx2CiiqXiWy1LUvDuoado179mvLiyljtLnJHlSshCvkc8Eg/hX8uQipzUW7Jta9tVr8t/kMoeDPif8NfiNNqNv8AD34h6Hr0mj3ZtdWTRtWhujZTjOYphEzeW4wflbB4PFV9F+Mfwi8SXGt2vh34qeG7+Xw1u/4SOOy1y3lbStu7d9pCuTBjY+d+MbG9DXgn7IVpqekeLvClxN8LfE3hq28P/CLRvB+txaj4VvLdZNWikdxCjGLE0NuI5/8ASlJtz9sXbKxciuH0X9nfW/El9f8Aw/l8TeKn+Hvgz4R694bjvH+Ft9p96rzXunz2yCOcM+uTItjMWkgiEcgdVVXa4c1+mPgrIoZjiaFXFyhCmoSTahJtOTi17knGUnaLhGMk2qkW2+WSYfYHgj4geA/iboCeK/hv420jxBpckjRx6loepRXduzqcMokiZlJB4IzxWvXh/wCxzo/xNn1/4j/E34gX1zLb+KfElpNpRuPCNxoPniDTra2kuFsLp3uLdWaMR/v2Mj+QXGI2jFe4V8Tn+XYfKc2qYShU54x5dbp6uMZOLaSTcXJxbSSbjstUgK4H9on/AJFrwj/2Wb4ff+pfpFd9XA/tE/8AIteEf+yzfD7/ANS/SK9rw5/5ODlH/YTQ/wDTsTizP/kXVv8ABL8mfb1eD/8ABU7/AJRi/tG/9kH8X/8Aplu694rwb/gqfx/wTD/aOP8A1Qbxh/6Zbuv9ZI/Ej8gP5pvtv+c1+8n/AAQI1v48Tf8ABPv4daTqPw38IxeB1n8Rmz8RQeNrqTVpX/t7UDtfTjpqwxjzC67heOdqq2MsUX8A/t5/56Gv6J/+CBrb/wDgk78Lnz1ufER/8uHUq/TOPVbB0P8AE/8A0k56OG9g27bmFrPxB+IKftU6j8R0+K/idNfsP2oNN8AWfglfEt0NKfw9N4dtbmWE6YJPs7yGOefVPtRjNwPLAEghQx16F8f9Om1n9srwV4X+A/xD8bt8QBrOna341trfxvqB8P6D4UhLRzreaZ532HzL3ZJb24MJuHlaSdWCWshT27XP2evgF4m+IEvxZ8SfA7wfqHiqfSJNJn8TX3hm1l1CSwdWR7RrhozIYGV2UxFthDEEYJrLvv2Qf2TNT+JVt8Z9S/Ze+Hdx4wsntXs/Fk/gmwfU4GtVVLZkujF5qmJURYyGGwIoXAAr8xOg9EooooAKKKKACiiigAooooAKKKKACiiigD8Mf+Dzb/kP/szf9efjf/0Pw9X4k1+23/B5t/yH/wBmb/rz8b/+h+Hq/Emv1ThP/kSx/wAUvzR+mcMf8iiPrL8wooor6Q+gCiiigAooooAKkg71HUkHemtxPYkoooqyAooooAKKKKACiiigD9Ev+DZr/k+/xb/2SO//APTppdfuVX4a/wDBs1/yff4t/wCyR3//AKdNLr9yq/yU+mN/ye+t/wBg2F/9IqFx2Ciiiv5aGFFFFABRRRQAVwP7RP8AyLXhH/ss3w+/9S/SK76uB/aJ/wCRa8I/9lm+H3/qX6RX2Xhz/wAnByj/ALCaH/p2JxZn/wAi6t/gl+TPt6vBv+CqP/KML9o//sg3jD/0y3de814L/wAFU+P+CX/7SB/6oL4w/wDTLd1/rJH4kfkK3P5c/t4/vNX9H/8AwQDbf/wSU+FL+sviE/8AlwalX80P9pn0H5V/S1/wb8Nv/wCCRXwlf1Ovn/y4NRr9M49d8HQ/xP8A9JPVzHD+xhF93+h9l0UUV+YnkhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH4Y/wDB5t/yH/2Zv+vPxv8A+h+Hq/Emv22/4PNv+Q/+zN/15+N//Q/D1fiTX6pwn/yJY/4pfmj9M4Y/5FEfWX5hRRRX0h9AFFFFABRRRQAVJB3qOpIO9NbiexJRRRVkBRRRQAUUUUAFFFFAH6Jf8GzX/J9/i3/skd//AOnTS6/cqvw1/wCDZr/k+/xb/wBkjv8A/wBOml1+5Vf5KfTG/wCT31v+wbC/+kVC47BRRRX8tDCiiigAooooAK4H9on/AJFrwj/2Wb4ff+pfpFd9XA/tE/8AIteEf+yzfD7/ANS/SK+y8Of+Tg5R/wBhND/07E4sz/5F1b/BL8mfb1eCf8FVjj/gl7+0if8AqgnjD/0yXde914H/AMFWDj/gl3+0kf8AqgfjH/0yXdf6yR+JH5DH4kfyaf2sP+ehr+nj/g3sfzP+CP8A8IJM/eTXj/5X9Rr+V3+2h/fP51/U7/wbvP5v/BHH4NSf3rfXD/5XtRr9G45lfCUf8T/9JPsOJsP7HD035v8AI+1KK8ZvP23fhxZ/H5vgU/gfxS1vF4qh8LXPjpLW1/sSDX5dOXUY9LZzcfafNa3eM+aLc24klSEzCU+XR47/AG3fhx4B+Nh+DmoeB/FN3bWet6NoniHxpY2tqdH0LVdWdI9NsLlnuFuDLO81qoMMEqIby38x4/MFfm58cezUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBxXxe/Zs/Z0/aCl02f49fALwV43fRlnXSH8X+FbTUjYibyzMITcRv5QfyYt23G7ykznaMcd/w7k/4J6f8ARh/wZ/8ADX6T/wDI9ezUUAeM/wDDuT/gnp/0Yf8ABn/w1+k//I9H/DuT/gnp/wBGH/Bn/wANfpP/AMj17NX5n/ET9sr9tH4aeEPDfxOuv2mb65sPHvxV8ZeFtXjufCOkm08FaJp3jT+z/wC2bcx2qyNJZaVFcySPdPPAfLEskeEfcAfZX/DuT/gnp/0Yf8Gf/DX6T/8AI9cj8E/+CVf7Efw88G3ugeN/2QPg9rt7ceLvEGpw3s3w001zFZ3usXl5aWuZICQLe2nhtwB8qiEBQFCgeSfBf4//ALSPxy+Pvgz4QeE/2vdTvfAsut+NjY/EbRtA0SS58b6Xpkfh57aZZfsTWgEd1qF/ZtPawokyWzMoVysiebaF+0l+3rN+zzp3xTvf21NYlv8AVP2U9b+KpQ+CdACQatpZt/Js0AsebKdbsfaEbMzNCpgntgWQgH2l/wAO5P8Agnp/0Yf8Gf8Aw1+k/wDyPR/w7k/4J6f9GH/Bn/w1+k//ACPXzXc/8FBfivdf8FHfCXwq8PfES3i8O6x49t/C+v8Aw71jXdPa+ijl8Lyamup22nw6QLyK0NwsKre3GpNHIxmjW3+aNk+gP+CWP/KM/wDZ+/7Iz4a/9NlvQBqf8O5P+Cen/Rh/wZ/8NfpP/wAj0f8ADuT/AIJ6f9GH/Bn/AMNfpP8A8j17NRQB4z/w7k/4J6f9GH/Bn/w1+k//ACPR/wAO5P8Agnp/0Yf8Gf8Aw1+k/wDyPT/+Ch3xV8f/AAL/AGDvjH8Z/hTrn9meJ/Cnw01rVvD+o/YEuvs15BZSywyeS6ssu11U7GUhsYwc18feGP2m/wBqD4wftf337OvwR/4KEapr/wAPbP4beI/ENr8TdG8K+Hbi4vNWtE0LdpYkGnm1K2j3u9gsXmBL5oZWMsSyIAfX3/DuT/gnp/0Yf8Gf/DX6T/8AI9H/AA7k/wCCen/Rh/wZ/wDDX6T/API9fJXgX9vD9sX4tfGv4ei8+M/wz+H9pruleAdQ0zwl4t8XQaa3jG01WxsbnUpLKyl0e5ub+Tzbi8tIfs2oW4hmtozNGyk+bl/Fn/gpn8cNH+Bmv6R4M+P1j/wsrwh8E/jRrPi7TotKsJbnRdY0KRV0d7uAwkW7RqSyROqrcJ87LKvzUAfTfwT/AOCVf7Efw88G3ugeN/2QPg9rt7ceLvEGpw3s3w001zFZ3usXl5aWuZICQLe2nhtwB8qiEBQFCgdd/wAO5P8Agnp/0Yf8Gf8Aw1+k/wDyPXz34n+Lf7Xnwd+Lniyw1b9rLWPEuleBvi98NNFi03UfCmiwDVbPxPqmm6dew3T29mjhIPtjzWphMUisNs8lyuMea63+3v8AtWr8M/EmveC/2l49R8Yv8NfEOq+NvC8vhrTJF+E+u22s6fa2FiY0gWVQ8dzeR+VfvNJcfY/PhZEV8gH2d/w7k/4J6f8ARh/wZ/8ADX6T/wDI9H/DuT/gnp/0Yf8ABn/w1+k//I9eCXnxv+NHgT9o3Rfg349+Il749t/Cf7Scem2msax4W0ptVuNOn+GuqaubdBa2kMSTLdB1SaCOKVom8lndWlMif8Eqf22/iv8AtLfF7xh4H8afFew8Y6Gvw98PeKdDuYvEWnape6RNfXGoRT6deS6bpGm28NxGtvb+ZabbiSBy4a4cOqoAe+f8O5P+Cen/AEYf8Gf/AA1+k/8AyPR/w7k/4J6f9GH/AAZ/8NfpP/yPXs1FAHjP/DuT/gnp/wBGH/Bn/wANfpP/AMj0f8O5P+Cen/Rh/wAGf/DX6T/8j17NXjH7ePxX8a/Bz4GW/ijwh4y/4RW2uvF2jad4l8bfYobj/hGNIuL2OK71LZOjwr5cbEebMjww7/OlVo43BAF/4dyf8E9P+jD/AIM/+Gv0n/5Hrkfhv/wSr/Yj8JeMviBr/iX9kD4PanZeKPF0Op+H7KT4aaaw0izTR9Ns2tVDwEIGubS5uMJhc3RONxYnxDQv2yviM3xsj8K+Af26z46kt/ih4W0HwJ4SFjoFwfiH4Wv/ALD/AGt4i86xs43l+xNc6svnWZitov7B2yxu0jlsvUv2uv2lfiF8M/GHhbxN4mt57r4JDQ/CPxGm1HwtYTQ+IPFU3i22themKW3McRGmWcN8iRKkYXxDEwUPDH5QB9Y/8O5P+Cen/Rh/wZ/8NfpP/wAj0f8ADuT/AIJ6f9GH/Bn/AMNfpP8A8j18qeCPjv4p+Lf/AAUH+D2n/EL9ov8AtDxLp/xd+IVnqvwh/syxj/4RG0s7DWLXTZcxQrdp9os1in33Uki3Xn+bbiOJCtfojQB4z/w7k/4J6f8ARh/wZ/8ADX6T/wDI9W9A/YC/YQ8Ka/p/ivwv+xR8JNN1TSb+G+0vUrD4b6XDcWd1DIskM8UiQBo5EkVXV1IZWUEEEA163RQAVU8QeH9B8WaDfeFfFWiWep6XqdnLaalpuoWyTW93byKUkiljcFZEZSVZWBBBIIINW6KAPGf+Hcn/AAT0/wCjD/gz/wCGv0n/AOR63/hl+x3+yN8FfFCeN/g3+yz8OPCWtJC8Sav4Z8D2FhdLG/30EsEKuFbuM4PevR6KAPlTxT+x9+0HJ8a9UPhuXwbc/D+++L9t8TUnvtcu4NW/tG20uGGPSTClnJEsD31tDcNeeazpE7wi2cgSGT4lfsefHvxl8Ydej0q68IQ+BPiD8RvBnjrxld3GsXR1XS9R0F9MdrK0gFp5V1Bcf2Lp6edJNA0Qe4YRuSgH1PRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFcN8dP2jfhV+zjYaBffFG91sN4p1/+xfD1j4d8I6nrd5f3ws7q9MUdtptvPMcW1ldSltm1VhOSCQD3NeE/tqfAb4q/HPxn8C5Phd4u1vw2nhL4uXOteIfFHh1tNN5pFi3hPxFYCWOPUoJ4Zd9zfWtuVEMrhbguAoQyIAd3OnwM/bN/Z2nsjcQ+Kfh/8RPDcttP5E89uL+wuY2jkjLIY5oWKllYZSRGBB2spA7uvz/+Iv8AwSk1DSj8WLf4JeB1TUY/hj4Y0X4XeMNX1G0m1N5YbjVZNbjhnnSX7Hc3sF4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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%matplotlib inline\n",
"# Load best model\n",
"net.load_state_dict(torch.load(os.path.join(root_dir, \"best_acc_covid_tutorial.pth\")))\n",
"net.to(device)\n",
"net.eval()\n",
"\n",
"with eval_mode(net):\n",
" y_pred = torch.tensor([], dtype=torch.float32, device=device)\n",
" y = torch.tensor([], dtype=torch.long, device=device)\n",
"\n",
" for val_data in val_loader:\n",
" val_images, val_labels = (\n",
" val_data[0].to(device),\n",
" val_data[1].to(device),\n",
" )\n",
"\n",
" outputs = net(val_images)\n",
" y_pred = torch.cat([y_pred, outputs.argmax(dim=1)], dim=0)\n",
" y = torch.cat([y, val_labels], dim=0)\n",
"\n",
"print(classification_report(y.cpu().numpy(), y_pred.cpu().numpy(), target_names=[d.name for d in Diagnosis]))\n",
"\n",
"cm = confusion_matrix(\n",
" y.cpu().numpy(),\n",
" y_pred.cpu().numpy(),\n",
" normalize=\"true\",\n",
")\n",
"disp = ConfusionMatrixDisplay(\n",
" confusion_matrix=cm,\n",
" display_labels=[d.name for d in Diagnosis],\n",
")\n",
"disp.plot(ax=plt.subplots(1, 1, facecolor=\"white\")[1])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Interpretability Using MONAI\n",
"\n",
"Use GradCAM and occlusion sensitivity for network interpretability.\n",
"\n",
"The occlusion sensitivity returns two images: the sensitivity image and the most probable class.\n",
"\n",
"* Sensitivity image -- how the probability of an inferred class changes as the corresponding part of the image is occluded.\n",
" * Big decreases in the probability imply that that region was important in inferring the given class.\n",
" * The output is the same as the input, with an extra dimension of size N appended. Here, N is the number of inferred classes. To then see the sensitivity image of the class we're interested in (maybe the true class, maybe the predcited class, maybe anything else), we simply do ``im[...,i]``.\n",
"* Most probable class -- if that part of the image is covered up, does the predicted class change, and if so, to what?\n",
"\n",
"In this example, the network has been sufficiently trained that the predicted class doesn't change as parts of the image are occluded (so we don't show the most probable class maps). However, this feature might be useful when the results are less than satisfactory. "
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"# for name, _ in net.named_modules(): print(name)\n",
"target_layer = \"class_layers.relu\"\n",
"\n",
"gradcam = monai.visualize.GradCAM(nn_module=net, target_layers=target_layer)\n",
"occ_sens = monai.visualize.OcclusionSensitivity(nn_module=net, mask_size=10, n_batch=batch_size, stride=10)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can now visualize the computed saliency maps for each image."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Computing occlusion sensitivity: 100%|██████| 1024/1024 [00:13<00:00, 75.62it/s]\n",
"Computing occlusion sensitivity: 100%|██████| 1024/1024 [00:12<00:00, 79.02it/s]\n",
"Computing occlusion sensitivity: 100%|██████| 1024/1024 [00:12<00:00, 80.44it/s]\n"
]
},
{
"data": {
"image/jpeg": 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/2OWJ5ZmeNHRt2ds4U5WNAO5/4Jk3/jT/AIJ9f8FePir/AMEdF+I/iDxD8J7z4c2vxE+DNt4p1WS+ufDsBnjt7rTIp5SXaAyPKyKSQots/fkkZwD9PqK/nn8ewf8ABCtv+CxP7Z83/BZlLRrgeO9BX4e/af8AhIiQh09/tpxo3Rc/ZMtNwMjaeWr9fP8AglP8Ff8AgmP8Jv2drrW/+CU8Xh5vh54p1pr+9uvDnia81OKW/WKOJxI13PLJBKsaRhom2FeCVBOSAfTlFfj5+x9+y98Nf+DgX9pP9oX9q/8Ab4vfEXi74X+AvitffD74N/DW18V3+maVpsNgkbTaiyWU0TyXMyzW77y3DNIDuCxCP1H/AIJC+LviR+yB/wAFKf2gf+CNHij4n6/4u8D+CND07xt8Gr3xRqL3d9pejXQgW409pny0kUUt1AkYPTy5G/5aYAB+mVFFfmz8Nf8Agvd8cP2jfif8WP2e/wBkT/gl94m+JPxD+FPxO1nw3qmlWPxEstO0pNMsp/Ih1O61O+t4orWW6lS4WKyVZnxbSsXwBkA/Saivln/gnH/wVD8K/t5ax45+Dnjb4J+IPhN8YPhdfQ23xC+Fviq4jmubBZlLQ3NvcRhVu7ZwOJVVeqnGySN38B+EH/Bej47ftQa98T/hV+yF/wAEt/FPxH8ffDH4nax4a1bR7L4h2WnaTFp1m6xQajcarfQRRQTXUouVjso0mcC1dmfBXIB+klFfMP8AwTS/4KY+H/8AgoTpXjvwp4h+CWvfC74m/CrxAmjfEr4beJLlLi40ieVXaCSOeNVWeCURy7JNq7jExC7djt4x/wAPsvjn8dvjL418Gf8ABN7/AIJj+Lfj14K+HGvS6J4v+JNv8QNN8P2MmoQ4M8Gmreqf7RKAj7roWypA2PG7gH6C0V8b/wDBL/8A4LAeFf8Agp58bPjh8LPBvwH1rwdZ/Bq40C2kuvEl6y6heXOoRXhubW6sWgT7DPaT2Utu6iWYOwJDAAbvsigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooJAGSa/Pmz/AOC2fx0/aT+IPifQ/wDglr/wTI8VftA+EPButS6RrXxJuPiHpnhXRrq9ix5seny3yv8AbguR8y7fvBsbGR2AP0Gor5E+M3/BW7wt+yx+wvpf7XP7W/7NfjnwH4p1vX28O6N8G3SC+13U9bM0sUNnamFvKnWURNKswIUxYIBYqjeU3v8AwXC/aA/Z28TeEtT/AOCmX/BLPxh8BPh1421mDStI+JR+IOm+IrPTrqfmEanDaIj6cpAJJcsy4b5TtbaAfojRXzP8aP8AgooPgP8A8FJfhN+wb49+EAg0L4y+F9Tu/CHxJ/4SHEb6xYhpJtKe0NvgEw+U6zef8zTogjyc0v8AwUr/AOCiR/YC8O/DWw8J/B7/AIWF43+LPxN07wZ4M8Gr4g/sw3E9yTvuXn+zzlIoRs3HyzzKmSASQAe53fxk+ENh8VbX4E33xV8Nw+N77R21ay8Gy65brqtxp6uY2u0tC/nPAHVlMoUoGUjORXSV8W+Pfiz8ALL/AIL3+Bfgtqf7MEN58S7z9nO81TTvi8fFlwj2GlLqlyjaUNOCeTIGkV5fPLhxv24wM1W/ah/4K9+OfB37X+ofsHfsGfsQeIf2hfiZ4Y0mDUviBbad4us/D+leGYZ1V4Y7jULtHj+0MjK4iwuQwAYsHVQD63u/jJ8IbD4q2vwJvvir4bh8b32jtq1l4Nl1y3XVbjT1cxtdpaF/OeAOrKZQpQMpGciukr8fvgD+1ne/tZf8HMvgnVfF3wN8TfDPxj4R/Zg1PQfHHgTxWI3uNK1BdTluAI7iEmK7t5ILmCWO4iJV1kHQggfsDQAUV8xf8Flf2zfE37AH/BNH4rftS+A2iXxHoWhxWnhmSaJZFh1G9uobK3mKNw4ikuFlKngiIg8GvizSf+Der4V6z/wT7h/aOv8A4p/El/2uLvwEPFa/G7/hYuqDUovETWv2sW4QT+T9mExEH+r8woM7w3IAP1wor4Z/4J1+OPhz/wAFy/8Agix4Juv22fBUHiqz8a6Wun/EPSRdT2S6hqGlantFwWtJIniMk1lDdbY2VRv2425Wvhz/AILzf8Ee/wDgkR+wx+w79p/Zq/YktIvjB8SfFum+DvhXHF4y1u4l/tO7mBaVYZr5kfbCkoXcpXzJIgQd2CAfuTRXzh8G/wDgnD8MfAH/AATP8K/8E2ta8Qa1baBpXguy0bWtV8L6xLp95czoyT3U0U8eHi864ErNtwdsrKMZr8t/+Cnn7J//AAb8fsZfs8+OPGn7GX7S8Hgz9pPwk0tv4Of4bfHfUtW8Tv4ihm8tLG4tBfXDpmcGOXdGjR/NypGKAP3Xor4H/ae/4KH/ALSP7CX/AAQR079tT4+eHki+NUfww0OG507UrMRlfEl8kFuJJ4MAK0ckrXEsPygGJ4wBwK+H/Cnw5/4NvJ9c07wJ/wAFNv29r74p/tIXgiHjj4ha38QvEkdvputOAZ7a3vLBk02zhglLRqjP8gjwxGCAAfuxRXN/BrwZ4X+HPwg8KfD3wRr93q2i6D4bsdO0fVL/AFI3k95awW6RRTSXB/17uiqzSfxklu9eSf8ABUf9uf8A4dr/ALCfjn9tb/hV3/Caf8IX/Zn/ABTP9t/2d9s+2apaWH/Hx5E/l7PtXmf6tt2zbxu3AA9/or84fGP/AAXV/aW0n4Uf8NieBv8Agj98SvEP7O0FkNQvPijH4z0621CTTFGZNSttDkX7VLZ7cyJNIYQ0WJG8tSce0ftr/wDBWr4Yfsz/APBLO4/4Kn/BbwdH8TvCsun6PfaHpcetnS/t0F/e29qN0xgmMDxmclkaIsGjZDtOSAD62or85fi3/wAF0v2j/h18NG/a78P/APBIb4la1+znb28d7dfFaTxlp1nqEmmMRnU4NCkU3bWhU+YkkrQ7oisjeWpOPp79or/gpP8Assfs0/sJD/goj418XzXnw8u/Dljq+gS6ZBvutZW9RGs4LeJyuZpfMQBWKhfmZyqozAA98or81fiJ/wAF2v2uP2dv2e9Z/ap/a6/4I0+Pvh34BGgT3nhXX5viHYagbi8MLPY2uqW0EH2rRluZfLtxNJFII5Zo1dec19xfsd/tBf8ADWP7KHw2/af/AOER/sD/AIWF4H0vxF/Yf2/7V9g+2Wsc/ked5cfm7N+3fsTdjO0ZxQB6RRRRQAUUUUAFFFFABRRRQAV+bX/BC+xs4/21/wDgoFqSWqC4l/aauIpZgo3OiLOVUnuAXcgdtx9a/SWvN/gZ+yP+z1+zX4y8f/EH4KfD7+xdX+KPih/EXju7/ta7uf7T1JgQ0+yeV1hzuPyRBE5+7QB+dninwf4t8d/8F8v2u/h/8OmMWu+Iv2KYbPSTG+wm+lMUMDZ7EMygHtXpf/BtB8cPgrff8EbvAfgvT/EumaRqnwwXVtM+I2j31wltPoN6mpXc8rXaOQYQ6SCbc+Bhzk5VgPsjQf2R/wBnrwz+1Hrn7aOifD7yPiX4k8LweHda8S/2tdt9p02GRJI4Ps7Sm3TDIp3rGHOMFiCa8V/aK/4IYf8ABJ39q74tXfx0+On7GHh/VPFWoT+fqmqWGpX+mf2hLnJluY7G4hjuHJGWaRWLHqTQB8Uf8EuL6y+KHwN/4KYftTfDSMt8M/iJ4/8AFs3gS/jQrb6n5On3pub2AHG6OUzwtvHUgg8qQPrP/g3R0yw0r/gip8AbbTbSOGN/C11M6RrgGSTUbuR2+rMzMT6k19RaH+zt8D/C3wJb9mTwh8MdJ0XwC2gz6KvhbQ7f7Fax2M0bxywoICpj3K75ZSGyxbO45o/Z4/Z6+D/7KPwW8P8A7PHwC8If2B4O8LWZtdB0f+0Li6+ywmRpCvm3Mkkr/M7HLux564xQB8H/APBC+xs4/wBtb/goFqSWyC4l/abuIpZgvzMiLOVUnuAXcgdtx9ab+xHpmnj/AIOUv22NUFlF9pX4eeBEWfYNwV9Ltdwz6Hy0z/uD0r7e+Bn7I/7PX7NfjLx/8Qfgp8Pv7F1f4o+KH8ReO7v+1ru5/tPUmBDT7J5XWHO4/JEETn7tHgj9kf8AZ6+HH7SPjb9rrwZ8PvsfxD+I2n6fY+MvEP8Aa13J/aEFlEsVqnkSStBFsRVGYo0LYyxY80AfFHi0C3/4OvfDHkDZ5/7EEnnbeN//ABU1319fur+QrzD4D6X8e/8AgsV+2P8AtM2Pxl/4KY/GD4NeH/gj8WdQ8H+GPhZ8E/F8Phu7i02zZo11a9uPKklnS4KswLDAZJArBQqj9Jr39kf9nrUP2r7T9uG8+H2/4o2Pgc+D7XxP/a12Nmim6e6Nr9mEv2c/vpHfzDGZOcb9oAryL9p7/gij/wAEuP2yvjE3x/8A2jf2QdC1/wAYTLGL3W4NTv7B77YoVTcpZ3ESXRCqq5mVztULnAAoA+FP+CBDfDPTv+Cyv7Zfhj4KftKeOPi54Y07QvDFlbfEH4heLf7c1PWZ7aNoJne+2qLmOOYTwxOBt8qNNpIwT7j/AMG/P/JVP27f+z3/ABp/6PWvr74DfsB/sffsvfFnxF8bv2fPgdpvhLxF4q0LTNG1qbR7m4jtZLDT4Vgs4I7TzDbW6xxoq/uY0LYyxYkmuI8c6t/wTk/4I1fDjx5+0j44vY/hr4d+JfxLm1/xxrcjatqo1LxHqJZ5JvKX7Q8PmGNjsiRIVxwq0AfTFfl7/wAF17y2/Z1/4KHfsMf8FAfG0gtPAfgr4lar4Z8a65Pxb6SurQQRW9xM3RI1WO6ZmPAEY7nFen/8ROf/AAQ0/wCj7LP/AMILxD/8r6+hfhl8Vf2IP+CsX7KN3r/gqTRfip8J/Fj3GnXkWsaBOlretBLtdWgvIo5AySKCr7QQyqynIBoA+NP+DpH4n+H/ABt/wTo0f9jP4c6vZa14/wDj54/8PaL4C8PWNystxqAF/DdG5RUJJgDRRIZQCoM6DPNfpF4R0Ow8AeCNI8JvqCeTpOmW9lHPMwXeIo1QHk9SFzXzt+yj/wAEX/8AgmD+xD8Tv+Fz/sy/si6F4e8VJG6Wuu3OoX2pXFkHBV/szX0832XKsykxbCVZl6EivRP2z/2FP2Vf+ChXwntfgf8AtgfCz/hL/C9lrkOsW2l/25fafsvYopoo5fMsp4ZDhJ5RtLFTvyQSAQAfEv8AwQQ1LTov2uP2/wAy38C+Z+1dqxj3Sgbh51zyOea+t/8Agov/AMFF/gd/wTb+Bw+KnxUW71nXdYuxpvgHwDoi+ZqvivVXwIrO1iALHLMm+TaQgYcMzIj+F+Hv+DZD/gh94V1+x8UaD+xJ5F9pt5FdWU//AAsnxK3lzRuHRtrakQcMAcEEHHIr239t7/glT+wT/wAFHNZ8N+IP2y/gS3jC88IwXMPh2dfFWq6abNJ2jaUAWF1AH3GKM5fcRt4xk5APCf8Agmx/wTv+PHiv483H/BWD/gqJLbaj8efEWnNbeDPBVs+/Tfhfosgbbp9quSDdFJGEs2SQZJFDMXkd/tXxPqvwZl+IOg+G/GepeGG8VeVPd+GLDU5rc6hsG1JprVJD5mBuRXaMfxKCeRXyN4K/4Nwv+CNHw88ZaT4/8H/siXdpq+hanBqGl3R+J/iaUQ3MMiyRPsk1JkfDqp2sCpxggjivbf2zf+Cav7Dn/BQm30eD9sX9nvS/GreH1mXRLq5vbq1uLJZShkWOa1likUMY0JG7B2igD4F/4OGh8H1/bK/Y8b9nv+y/+Gnf+F/aP/Z39g7P7V/4Rz5vtX23yvn+zeZ5GPO+Ty/tOPl82v1D+IPx0+CPwl8ReHPCPxU+MfhXwzq3jHUv7O8I6X4g8Q21lca5ebkX7PZxzOrXMuZIx5cYZsyKMfMK8b/Y/wD+CRn/AATh/YK8VT+Pf2Uv2U9A8M+IJ4XhbxDPdXWpagkbjDpHdX0000SsOGCMoYdc13X7QP7FH7Mn7U3xD+HHxW+O/wAM/wC3df8AhJ4kGv8Aw+v/AO2b21/srUQ8LibZbzRpP81vEdkyyJ8n3cE5APz7/wCC3Pxc+E/wK/4LOf8ABPf4ofG/VbPT/DVhrvjCK91HUXC29nJPb6fb29xK7fLGkc8sTtI2AgQsSApNbH/B1N4z8G+Nf+Ce3hv9lnwjqlpqfxM+KnxO8PWfwv0GyuFe9ubkXQY3UKKSwjCExmUDaDcIucsM9h/wU/8A2YvFf7QP/BYD9ifU9U+AGqeM/hzpdj8RLL4h3j+F5b/RrG3vNFjhji1CTy2hhSZt0aiUgOcgZNe3fswf8EWf+CXn7Gvxe/4X1+zj+yBoGgeLkVxaa3Nf3t/JY7wVY2q3k8qWhKsy5hVDtYr0JFAHzz+3/p0N3/wcOf8ABP6z1aNLox6D8RXYyRjBkj0GR1fHYh1DD0IFWf8Ag5JAi+G37Jt9GAs0X7b/AIF8uUfeXMOpHg9uVB/AV9r+P/2R/wBnr4o/tF+AP2svHXw++3fED4XW+pQeBdf/ALWu4v7Mj1C3NtdjyI5Vgm8yJiuZY3K5yu080ftJ/sj/ALPX7XuleE9E/aI+H3/CQ2vgfxxYeMPC8X9rXdp9i1qzWVba6zbSxmTYJpf3chaNt3zIcDAB8D/tAeJvDnwE/wCDpb4WfEz476nb6b4d+If7NF34V+Hut6rIIrVdci1SaeW0WR8KsrRPgDOWN5GgyXAOJ/wcGfGX4QXP7dX7AvwFg12wuvHVv+1X4Y1qWwglV7jT9N/tG0hLSgcxLNK0ezdjf9ncjOw4+mv+Cx2kfBbxT8GPDvhD9ov/AIJi+Nv2mPBt9q8p1PTfh3pS3ur+HZFiHl3UEazQTgvueMvDKjAZByGxXwd+zV+wV4b/AGmv2v8A4IaT+xx/wSV8d/sxfAn4PfEWD4heN/FXxh0mSw8Q+KtZskP9m2ccV1cXF1LFHIXO55WRVlkP7tgFlAP2yooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr8o/wDghv8AGb4P6P8A8FXP2/fgVqeu2Fj431n44zarptncSqk+q2EE15G4hB5kEDyAsB90XKnoTX6uV+Un7F3/AASi+Df7Vvx9/bP0X/goT+xpe6n4f1f9pW81rwBqXinR77TJLq2kRw13pt7GYZWhfCBngk2PtXOcDABteFPE3hz9oD/g6qv/ABd8BdTt9T0v4Wfswf2B8UNY0uQPbx6nNqkssNjJImVaYLNC20nINvIpwYiBuf8ABqTY2dp/wSK0ie2tUje6+IviWW4dFAMji/ZAzep2oq59FA7V9nfsh/sNfsl/sF/Dyb4WfsifA3RvBGi3VyLi+i04SSz3soGBJPcTu807AcAyO20cDAq/+yn+yP8As9fsR/CC3+A37MPw+/4Rjwna6hc30Glf2td3u2e4kMsz+bdyyync5JwWwOgAHFAH5xfsFeCfGvxE+JP/AAVW+GHwvZo9f17x9qlj4eWN9m3ULnSb6OJgeNpMrIc+vNeS/wDBCn/gnz8NP2wf2APCs3hT/grj+134E8VeFPtek+OvhV4I+NEOl23hS/iu5laFdPaxeS2jcbZRuJyZG53BgP13+Cf7I/7PX7OnxB+IPxU+Dfw+/sfXvip4gXW/Hl//AGtd3H9qX6qyibZPK6QcOw2wqi89K8a/ae/4Iff8EqP2xviVdfGL9oL9jfQNV8UX7l9T1vStTv8ASJ79zwXuDp9xB9ocjALybmIABOKAPJvg1/wTm/Z3/Ze/ZG/a48M/sq/tT+O/jR4u+JHhbVYfG15418bWOv6jHrY0e6SKGSS0t4mS4kW5Qssu5yDGeB1vf8EDv2lPgRp3/BDP4TfErXPitoWnaH4G8HT2fjHUb/Uo4o9GmtbiYTLcliPJIADgNgsrowyGUn6s/ZW/Y2/Ze/Yh+HMnwm/ZQ+CeieB9AmvDd3Vjo8DA3VwUVDNNK5aSaTaiLudmOFAzgV4tc/8ABCX/AIJG3nx8k/aZuv2GvCMni6bVP7SmlaW7OnyXe8v5zab532ItuJbmHqc9aAPiD/gi74t0zx9/wQG/a28d6Isosta8V/FC/tBMhVxFNpCSJuB6HDDI7Gvs/wD4N+7GzsP+CM/7PlvZWscUbeBFkZI1ABd7iZ3b6lmZie5JNey/CT9gn9k34FfA3xn+zb8K/hR/ZXgr4hahq174v0X+3b+f7fPqcXlXr+dNO8sXmJxiN0CdUCnmuw+APwE+E37Lvwa8Pfs/fArwp/YfhDwrp4sdA0j7dPc/ZYASwTzbh5JX5Y8u7HnrQB8E/wDBqJpun6d/wSF0Y2FlFD5/xD8SPN5aAb2F8yAnHUhEVfooHavEv2Mfh749+KP7Fn/BWH4TfCeznn13Wf2gvirY6Fp1mp33E8tpIi28YH8UnEYHqwr9S/2U/wBkf9nr9iP4QW/wG/Zh+H3/AAjHhO11C5voNK/ta7vds9xIZZn827lllO5yTgtgdAAOKP2ff2R/2ev2WdV8d638B/h9/YV18TPHF74w8by/2td3X9pa1dtuuLrFxLIId5H+riCRr/CgoA+Z/wDghV+03+zdrn/BGH4R+M9B+ImgaZo/w/8Ah7b6X46lutQigTQ76yjKXhu9xHkFnV5svjckquMhgT8Q/sE2d1rv/BAX/goL8c/D+k3Fh4F+Jfi/4peIvhxbzQNEsukvpgiSaNSBtQvE8WOzW7DtX6AfGH/ggj/wSE+PXxcvPjn8T/2H/DV34k1G9N3qVzYajf2Fve3Bbc0s1paXEdvM7MSzM8ZLkktkk19DeK/2a/gV4z/Z41L9k7Vvhnp0Hw51bwtN4cu/CWkK2n2q6VLCYHtYvspjaBPLYqPKKlf4SDzQB5F/wRssbKw/4JNfs329laxxRt8FPDkjJGoALvp0Lu31ZmZie5JNfnL/AME1vk/4NH/jfbJxHD4L+JiRIOiLi8OAOw5NfsX8HfhH8PfgF8J/DfwP+Evh/wDsnwt4Q0O10fw7pf2uaf7JZW8SxQxeZM7ySbUVRudmY4ySTzXm/wANf+Cdf7HHwh/ZJ139hX4d/B7+zvhX4ls9Ttdb8Lf8JBqM32mHUN4vF+0y3DXKeZ5j8rKCuflK4FAH58/Hr9sn46fsY/8ABuP+yhr37P3j618F6x480P4e+DL74hXlklxH4SsL3S90+plZAU+RYAm5uF83IwwUjxL/AIL2fsN/DT9jn/gmZ4k8d/Er/gsF+1B8R/Fni1bC28LeCfF/xnS60PxRM13BJM/9lxwAPbRQLJcZDlUaOP5iSoP7H3/7F37Lmsfsq2X7EXiH4M6Vq3wr07w5aaDZ+D9ZMt7BHYWqIlvHvnd5WaMRxlZS5kDIrhtw3V4L4M/4N9P+CO3w/wDAvij4c+FP2I9Ft9N8Y6cLDXpJfEOqz3klqJkn8mG7lu2uLVDJGhYQSRhguGyOKAPo39le5nvP2YPhxeXUrSSy+AtHeR2OSzGyhJJ/Gu9r5I/aI/4LDf8ABKb/AIJv+NrP9k79oD9pS38E614f0CyFp4ek8Nazfm3sDEFt/wB9BazK3yIBy5bj5ua5Lwr/AMHJn/BFHxt4o03wZ4X/AG3bS61PV7+Gy061HgbX086eVxHGm5rAKuWYDJIAzyRQB45/wRU1vR/2a/8AgqD+3F+w/wDEzUYdK8Va/wDGSX4ieDrC9kCSazo+pmafzbfP+uEKSW4fbnBkP91sHwk1vSP2wP8Ag6U8YfGL4UajDq3hf4B/s7weD/EevafIJbUa1dX8062YkXKmQJdXIYZ+VrSRTypFfZn7Z3/BL39gf/goTNpl9+2B+zXovjC+0aIw6Zq73NzY39vEWLeSLuzlhnMW4lvLLlAWJxkk12P7K/7Hn7Mf7EfwxT4Ofsp/BfRfBPh1bhriWx0iFt1zOQFM080haW4k2qq75GZtqqM4AAAPgL/ghhrekfs3f8FAv22v2CfiPqMOl+Lrj45Xfj7wtpt7II5tY0TU90kdxAD/AK0RxC2L7c7TOPfB+ztrekftd/8AB0F8Uvjx8KdRh1fwh8EfgDaeCNZ8QadIJbV9cub0XH2VZFyrMivdqwB+V7ZlPIr7I/bO/wCCWf7AH/BQi+0zWf2v/wBmfRfF+paPB5Gnaybq6sL+GHcW8n7VZSwzNEGZmEbOUBZiBljnuf2Xf2Rv2av2K/hdD8GP2V/g3ovgnw1FcNcNp2jwEGedgA000rlpJ5SqqpkkZmwqjOFAABseDdV+A3iCy8Ra18PdR8I3tvJqNzF4tu9GmtZEa7iJiuEu2jJBlQoyOJDuXYVbGMV+Y/8AwRH/AOFZj/gsv+28v7E/2P8A4UB9o0D7P/wj23+xf+Ej8gfa/sWz91t877fnyvl2+Xj5PLr6d+Mn/Bvt/wAEevj78S9X+MHxR/Yq0m88Ra/qc2oa3f2HiXV7Bb66mkaWWWWK0u4o3Z3ZmbK8k5NfSX7PX7NfwD/ZO+GVp8Gv2bPhJoXgvwxZSNJDo+gWKwRtK2N0rkfNLK2Bukcs7YGScUAfnd/wbka5o37O/jf9qz/gnH8Q9Tg07x54I/aI1nxHb6TeSiKe/wBDv4bZba9hRsNJEy2wkLAHatxDuxvXK/8ABPnWdK/ar/4ONP2pv2wPhRfw6t4E8CfDHSfhvH4jspA9pf6m0llc3EcMg+WQxSWUyMVJx8h6OpP17+2R/wAElv8AgnX/AMFAPEtj42/a3/Zc0TxXrmnWwt7bXUvbvTr4wAkrC9xYzQyyxgs2EdmUbmwBuOfT/wBnH9mP9n/9kT4V2XwS/Zo+E2jeDPC1g7SQaRotr5aNK2N8sjHLzStgbpHZnbAyTgUAaPgL46fBH4q+KfEngb4X/GPwr4k1vwZfLZeMNH0DxDbXl1oVyxcLBeRQuz2shMUgCSBWPlvx8px+Zv8Awbl/Gb4PJ+01+3B8Am12wt/HZ/ap8T64dPmlVLm+0truSFHjU8ypFLFNv252eemceYuf0I+Av7FH7Mn7MfxS+JPxp+B3wz/sTxN8Xdcj1j4h6l/bN7c/2textOyS+XcTPHBg3Mx2wrGp38jhcfnb/wAE5v8AgkJ8Bf2p9B/ah8Pf8FHf2Kb27juv2x/GmueBrvxXpWoaNeT6bdfZNt3Y3UbQTvaTeX9+JzFJ5YPzbRgA6b9k/wATeHPj3/wc+/Hf4xfArUrfVPCfgj9nnTvCPjfXdKkEtpN4gk1C1njgMiZV5UhgljPJKtbOhxgitz/g2vsbOP4c/tZaklqguJf22vG8UswUbnRIdOKqT3ALuQO24+tfbH7Kf7HH7MH7D3wvT4NfsofBfR/BPhwXLXMtjpUbs9zOQFM080jNLcSbVVd8js21VGcAASfs2fsj/s9fshaV4s0T9nf4ff8ACPWvjjxxf+MPFEX9rXd39t1q8WJbm6zcyyGPeIYv3cZWNdvyoMnIB8OfsOWV/cf8HA3/AAUL0fQbwWc9z4X+HXkSrwI5m8Optk47hmJz7mqP/Bqx498AeGv+CYc37OGuahZ6R8QPhR488Raf8UPD99OkV5p92b+aUTToxDBPKZY/MPykwOucoQPvHwB+yP8As9fC79ovx/8AtZeBfh99h+IHxRt9Ng8da/8A2tdy/wBpx6fbi2tB5EkrQQ+XEoXMUaFsZbcea/NL/goV4A/YD8cftdeKvFX7UH/BuZ+0H8SfGVhqhh0vx78LvCM95pHiuJAohubqWxv7dGLABWFzFIVVACWAAoA3v+CDfxZ+Ffxy/wCCr/8AwUW+KXwU1O0vvDOqeOPB39najYMGgvWii1qGW5iZeJElljkkVxkOHDAkHNfqvXwD/wAELf2M/jf8EZfjZ+17+0P8DtN+FWvfHTxZp9xofwp0t4mXwp4d0u2e20uzk8kCNJVilcFFA2qqZVGLRp9/UAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAcp8ePDHijxt8DvGfgzwRd/Z9a1fwpqNlpE/mbPLupbaSOJt38OHZTntivg/wD4NdPiz8KdU/4JS+Ef2ddGvbTTfHnwu1bW9I+JHg+4KxajpWoHVruYtcQtiQB0lTDkY3BkzmNgP0br5X/ai/4Il/8ABLL9sz4nTfGf9on9jvQNY8VXZB1DXNO1G+0qe+YDG65NhcQfaWwAu6XccADOABQB8uf8F5PiF4C8O/tF/sO/th694p03UPhL8P8A9oaa08b6/Z3iXFjpN5KbdLe4ndCyoLeS1uSxPKMhHDcV1/8Awc9fGP4QL/wR88X/AAsm1zT9Z8R/FS/0PTPhnoVhMlxda3enVbO4V7VEJaQLFGz71BHKrnMig/Yvhf8AYX/Y/wDB37L/APwxZoH7O3heP4VG0kt38DT6as9hIkkpmcuku4u5lJk8xiX3/Pu3AGvKP2bP+CHP/BKX9kX4sW3xy+AX7GmgaR4qsJTLpmr3+pX+ptp8nP7y2S+uJktnGTholUjJwRQB4J/wW1/Zo+Lenf8ABJ/4e/tF+D1874ufspzeHfHmm3itvaSTTYoU1ONnHWIxCSdx0b7KoPBrjP2afjX4M/4LL/8ABb/wx+0x8PLn+0vhN+zN8FrHU9DZmEkR8WeJbVZiD/DvisyY3H3o57HnB6fqZ4s8K+HfHXhbU/BPi/SIdQ0nWdPmsdUsLhcx3NvKhjkiYd1ZGZT7GvJv2Jf+CeP7HP8AwTn8Cav8Nf2NPgxD4N0bXtX/ALT1e3XWb7UJLm58pIgzTXs80oUIigIGCAliFBZiQD5J+Kn/ACtTfDD/ALM/1D/093lc7/wR18TeHPg//wAFc/28f2cfixqdvpnxD8UfFO08WeHrTUJAk+s+H5o7iS3a33czJBHcR7gudnnj0bH3zqv7I/7PWt/tVaX+2zqfw+834naN4Pk8Lab4m/ta7XydJed52tvs4lFu2ZJHbzGjMnOA2ABXDftm/wDBLD/gn9/wUH1TStf/AGvv2Z9G8XapokXk6ZrP2y7sL6KHcWEJubKaGZ4gxZhGzlAWYgZY5APiOz+M3we+L3/B25p1h8J9esNUuPCH7MV3oXiy902VZI11RL+W4aBnTIaSOG5gVucq2UOChA/V2vm7wH/wTo/4Jw/sS+IrD9qn4bfs/wCj+B7z4Z/Du+0e11nR7i9WKw0ISS3t0Hto5GjuJC7SyNM8clwxON54FeO/8ROf/BDT/o+yz/8ACC8Q/wDyvoA0P+DkD4E+Mf2hP+CM3xn8H+ANLmvtW0vTLHX4bSBCzyw6fqFteXOAOSRbQzsAOSVFdT4X/wCCkX7N8f8AwR3tP2+3+JWjDwzbfCRLudzfx5TU0sAraXjP/H19pH2fyfvF8AA5Fdp+xZ/wVU/YB/4KMa3r/hX9jn4/weNrzw1ZQ3OvW0fh3UrL7NDMzJGxN5bRB9xVhhSSMcgVwc//AAQD/wCCOdz8Yj8dZv2CvBx15tQ+2tCJrwaYZ927cdME/wBhIz/D5G32oA4//g2g+BPjH4A/8EZPhHoXj3S5rHU9fg1DxE1nOhVo7a+vp57U4PPz2zQSf9tK8n8Zj/h5X/wciaH4JT/Tvhv+xV4P/tbUx9+3m8ZamFMCEjjfEghkXusmmyjuRX6kRRRW8SwQRKiIoVERcBQOgA7CvL/2cf2LP2Z/2SvEHjzxZ8Afhr/YmqfE3xVL4j8d6lNrN7fT6tqUhZmmeS7mlZBl3IjQrGpdtqjccgHeeM/H3gX4caOviH4h+NNJ0HT3u4bVL7WdRitYWnlcJFEHlZV3u5CqucsxAGSa+Ef+CzX7I3/BMb4Z/sT/ABT/AGq/GPwx8AfDbx/p+ganrvgz4peE7G20PxE/icxSzWklvfWgiuLi4lumTKF28wyNu6lh9oftBfs6/BD9qv4Val8D/wBor4aaX4u8J6uYzqGh6vCXhlaNxJG3BBVldVZWBBBAINfMHw5/4N3P+CMHwr8bWvxA8K/sIeHZtRsphLax6/reqataRsDkf6LfXU1uRnnBjxQB8if8FBdB/an/AG9P+DTfRPij8WdLvtR+I1r4K0PxfritalbjUbS0u1Ml66AD5nsCbxsAA/MQBkCvoV/+HbB/4N18t/whn/Clv+FD/wDTHZ/aH9m/99f2n9r/AO2/2n/ppX6Cmys2szp7WkRtzF5ZgMY2bMY27emMcYr46uf+DfP/AII03fxVPxln/YH8InWGvvtjWq3V8ulmXOc/2YLj7Ftz/B5O3tjFAHJ/8EDPiHqfwb/4IRfBf4jfteePLHwtY6T4Xu55te8ZapHZW9lox1S6GmvLPcMqRxfZGtRGWIGxowOorF/4OYfFnhXx7/wb/fGDx14F8TafrWia1p/hK/0bWdJvUubW/tZvEmkSRXEMsZKSxOjK6upKsrAgkGvtb49fs2/BP9pv4Fa1+zP8bPAsWr+BvEOnJYatoEF5PZJLbI6OsayWrxyRAGNMbGXhcdOK+Of+C8f7Kusf8OD/AB/+yH+yH8F/EGuf2H4f8I6J4K8FeFrC81e/+wWGt6SscMUa+bcXHlW1uWZiXbbEzsThmoA9U8M/tnfseQ/8EjLP9qabx54fX4X23wgQThruIRRqunCJtLKZ4uQw+z/Z8b/M+Tbnivyp+IHw9+IHw1/4MibPRfiLZXFrdX0thqun2l0pDxWF340jubVsH+GSKVJl/wBmYV+mf/DiL/glB8VfF2jftC/Fj9hfwxeeNZrW1vNWeeS8gtrq98tTJJc6eky2k8jPkuZYWLsWL5JNfQ37Tv7In7O37Y/wB1L9l39oz4bxa/4D1YWgvvD0Go3Ngji2njngCyWcsUsYSSGMgI4BC4OQSCAcB/wUC0zTrT/gk98bdGtbGKO0i/Z48SQxWyIAixjQrhQgHQAAYxX5Wftf2eo2n/Btf+w78Y9Z0y51Dwh8OfiH4C8Q/EOGKFpAmjRR3du7uoB3IJJ4I9vQmRfQV+3XxD+FvgT4q/CvXPgp4+0L7f4Y8SeH7nRNa0z7VLF9osLiBoJofMjZZE3ROy7lYMM5BBwa8v8AiD8GvhX+y5+wTqfwL+DP7KL+P/BvhPwY+maR8II7n7Y2sWCrtNgGv2k84shbiVm3dCeaAPD/APguf+03+zfpH/BFz4veOta+Iuganonj34c3WneB57XUIp01q9vItto1rtJ8/a7LMSmdqRM5wFJHqP8AwR4/5RQfs2/9kP8ADH/pst6/Jr4jfstfAf4l/D/xV8Cv+CW3/Buh8bvhr8V/iXpNz4dvfiL8bfDdxpuh+ErG9Uw31zbXF5fXUaMbd5kAt1jbbIdu/wD1T/tz+y38DtN/Zk/Zn+Hn7OGj6iby18A+CNK8OwXrJtNwtlaRWwlI7FvL3H60Ad3RRRQAUUUUAFFFFABRRX44fsc/Dj9uz/gop+31+2R8FfFf/BRP4weAPg/8PvjdeQWcfgTxW8OtyzyPMsFhZXtyJv7NsLeOEu0MCJ5jXCc4QYAP2Por82v2Bfi3+1L+xT/wVZ8T/wDBIT9pX9pDxJ8YPCWu/DJPH/wd8deOJluNetrdbpra4069uFANyd0c7CRuQIAQFEoRPFf2Gvhd+3R/wUZ/bI/bG+Fnjr/go78Y/Afwk+H/AO0TrVjpNv4B8WNDrcs5uJlisba+ulnOnafbQxIRb26IJGuTkgRrQB+x9Ffi3/wUQ/4KN+EfgX+2B4a/4JJ/Fb/gqR8QPgf8NPhZ8MNMl8f/ABdtba61Txv421WSKLyLT7fBaztbObZkuZbvywZJHdSCCBXO/sgf8FVPgl8BP+Cjnwb+Af7G/wDwVr+Jf7T3wy+LuuS+HPGHhf4y29/d6x4ZvpFAsdQtNSu7K2LxvM3lvBggKGJDFlaMA/cavm/4u/8ABQX/AIVX/wAFLvhH/wAE7f8AhUf2/wD4Wn4P1nXf+Ew/t/yv7M+wRyP5P2TyG87zPLxv81Nufutivkzx7r/7Uv8AwVw/4KsfF/8AY8+H/wC2F8Qvgr8Ev2b9P0i08S3Xwl1ddL17xPr+oRPMAb0ozQwRCKdCgDA+SCVJlDR+W+Hvgj+0h+zb/wAHKn7OPwV+NH7Rmu/Ffw1p/wAKvFN18PPGHjJYn15LKWzu1msNQuIlRbySKWIus+xWZLhQ2duAAfpf4J/aU+Mnif8Abg8a/su61+ylr2keCPDPhKx1bRfi/cXUp07XrucoJbCKM2yoskW5ixE7k7DlF7ezV8B/s9fGT4va1/wcTftBfBLWfir4ku/Bmi/A/wAO3+j+EbrXLiTS7C6le38y4htWcxRSvubc6qGbJyTmvH/2cYf2t/8Agu38afi/8adT/bs+KXwU+Anw8+JF/wCCPh34U+CWuR6Lq2tzWQQz6le35jkkKuJIiIgCo3Mo2GMtKAfpp8b/AIveDf2fPgv4v+PfxGnuIvD3gjwvqGv69JaQGWVLKztpLmcog5dhHG2F7nAqr+zz8dvAH7T/AMDPCf7RHwquLqbw3400G21jQ5b22MMzW06B4y8Z5RtpGR2r4e/b3/4J9+Pfhj/wRo/aJ+Fvjj/goP8AHPxta6J4L8Q+LNB13W/FEUWstbWmiTt/Yl/dwwr/AGhp80iOZo3RTIkpTIABrE/4IN/8E7LT4ffsn/s//tkSftzftGat9p+GNnfN8Mtf+Kr3Hg2AXWnmMwpphhCpDD5m+JN/7to0OTtoA/S6iv5+fD3/AAWH/ZR/4KEeMPF3xn/be/4LefGH9nbRl8T3dn8NPhF8DYNT0qWw0iJttveajf22m3P2yecZkaPdtToMA+Wn1Z/wRY/4K32fj3Vv2jfgV4p/a0vvj54E+B3h+DxZ4G+MGoaFLY6tq2hNbSS3VpexzRRNJPbSR+WJmXMuWYnbsAAP1ar5v/YY/wCCgv8Aw2j8Zfj/APCT/hUf/CNf8KM+KE3g/wDtD+3/ALZ/bewMftXl+RF9mzt/1e6Xr9+vif8A4J4fs2ft3/8ABWn4AQf8FMvjz/wVB+Nnws1fx/qF/e/DP4ffCbX4LLw94b06G6lgtku7KWF01Ikwlj5m0vGRuYsxK63/AAbVH4xr8Wf21rb9oa90678dW37RE1t4tvdItjDa3d/FHLHNcQxknZHI6mRV7BwKAP1Soor8Pv2jfjv/AME6vAfj3W9C+KP/AAdK/tLw/E+yvJy8ngC/u7zw5Y3QY/u203SNMltnjRvlaLz8/KVLKc0AfuDRX5nfsO/8FQv2tP2o/wDggd4//a68Dw2vjD40fD/R/Eej2eqadohWPXdQ09N1vqKWWxSXa3khmMGwb5FZQihgg8S/YD+HXwc/bu+E/hTx94J/4OYfj7L8cvEGjW15rPhSH4sWNtbWOrPErTWyeGriBWaKKUsm1TscJkNtIoA/Z6io7SKaC0iguLgzSJGqvMVwXIHLYHTPWvzZ/wCC+vxZ/bA8C/tBfsdfD39jf44al4L1/wAdfGC50e4kTULhdNuVkit0V7+1ikRb6GHe03kSZViuMfMaAP0qor8iv+Cjvwk/a+/4I1+D/B3/AAUZ+G3/AAU9+OfxOh034h6Rp3xU8B/FXxFBfaJrWnXs/lTmzs4oY49PYMQFCBiocFWBT5/cf+Cuf7TX7Uvif9rn4Cf8Eov2Nfi3L8OfEXxpfU9V8a/EeztEmvdD8P2ELSyLZh+FnmEc6iThlaNACN5ZQD9BKK/JX9sbwx+1h/wQb174Zftf+B/+Cgvxk+Mvwk1f4g6f4X+MHgf44+Jk12eK1vSwGo2Fz5UbWzRlG/dr1dowSULLXQ/8FW/Gv7cHiT/gtX+zN+yj+yR+1L4g+HNn4++HviEeI57S7knsbe3jWZ5777Azi3uLxII3W3eVHEcrxtj5aAP1Jor8h/8Agsj8Hv2jP+CXf/BNibxB+zv/AMFAP2g/GnizxL8b/C/2fWPiH8UJ7i8hJE6PYwzWq25hs52CGSAfKSPpi1/wU2/Zs/4KA/8ABO79krVv+Co3hP8A4Ku/GDxX8TvAF5puq+MfBOtajAvgXWYJr2C3ubO20eOJVtIgJ8oxeR9qHkOwkQA/W6ivyl/ac/ZT/wCCgnjX9gfxD/wVNm/4Kj/GHwf8W9M+HM/xE0v4d+D9agtvA+l28NmdRXRTpvk5vdsC+QbmeRjJIPMZCpKV9Nab+0nP+1t/wRp8L/tSeOv2qF/Z+n8Z/DrQ9a8TfEvTjbJ/YDs9tJfLbm7zGnnFZraNm3Mv2hSoZwoIB9gV83/8FMf+Cgv/AA7r+HHw8+IP/Co/+Ew/4T34waJ4F+yf2/8A2f8AYf7QE5+2b/Im83y/I/1WF3bvvrjn8df2if8Agpp+yf8Asa+Gm/aK/wCCdn/Bf79oT4v/ABC8MaraS3nwv+Ma6vrfh7xZa/aI0ubVZZNKgt7JvKaRxKsn8G1CrMrj7k/4OI/GOm/ET9jb9l74gaNG62eu/tU+ANQtVk+8I5oL2RQffDCgD9NqKKKACiiigAooooAKKKKACiiigAooooAKKKKACiivxw/Y5+HH7dn/AAUU/b6/bI+Cviv/AIKJ/GDwB8H/AIffG68gs4/Anit4dblnkeZYLCyvbkTf2bYW8cJdoYETzGuE5wgwAfsfRX5tfsC/Fv8Aal/Yp/4Ks+J/+CQn7Sv7SHiT4weEtd+GSeP/AIO+OvHEy3GvW1ut01tcade3CgG5O6OdhI3IEAICiUIniv7DXwu/bo/4KM/tkftjfCzx1/wUd+MfgP4SfD/9onWrHSbfwD4saHW5ZzcTLFY219dLOdO0+2hiQi3t0QSNcnJAjWgD9j6K/Fv/AIKIf8FG/CPwL/bA8Nf8Ek/it/wVI+IHwP8Ahp8LPhhpkvj/AOLtrbXWqeN/G2qyRReRafb4LWdrZzbMlzLd+WDJI7qQQQK539kD/gqp8EvgJ/wUc+DfwD/Y3/4K1/Ev9p74ZfF3XJfDnjDwv8Zbe/u9Y8M30igWOoWmpXdlbF43mby3gwQFDEhiytGAfuNXzf8AF3/goL/wqv8A4KXfCP8A4J2/8Kj+3/8AC0/B+s67/wAJh/b/AJX9mfYI5H8n7J5Ded5nl43+am3P3WxXyZ491/8Aal/4K4f8FWPi/wDsefD/APbC+IXwV+CX7N+n6RaeJbr4S6uul694n1/UInmAN6UZoYIhFOhQBgfJBKkyho/LfD3wR/aQ/Zt/4OVP2cfgr8aP2jNd+K/hrT/hV4puvh54w8ZLE+vJZS2d2s1hqFxEqLeSRSxF1n2KzJcKGztwAD9L/BP7Snxk8T/tweNf2Xda/ZS17SPBHhnwlY6tovxfuLqU6dr13OUEthFGbZUWSLcxYidydhyi9vZq+A/2evjJ8Xta/wCDib9oL4Jaz8VfEl34M0X4H+Hb/R/CN1rlxJpdhdSvb+ZcQ2rOYopX3NudVDNk5JzXj/7OMP7W/wDwXb+NPxf+NOp/t2fFL4KfAT4efEi/8EfDvwp8Etcj0XVtbmsghn1K9vzHJIVcSRERAFRuZRsMZaUA/TT43/F7wb+z58F/F/x7+I09xF4e8EeF9Q1/XpLSAyypZWdtJczlEHLsI42wvc4FVf2efjt4A/af+BnhP9oj4VXF1N4b8aaDbaxoct7bGGZradA8ZeM8o20jI7V8Pft7/wDBPvx78Mf+CNH7RPwt8cf8FB/jn42tdE8F+IfFmg67rfiiKLWWtrTRJ2/sS/u4YV/tDT5pEczRuimRJSmQADWJ/wAEG/8AgnZafD79k/8AZ/8A2yJP25v2jNW+0/DGzvm+GWv/ABVe48GwC608xmFNMMIVIYfM3xJv/dtGhydtAH6XUV/Pz4e/4LD/ALKP/BQjxh4u+M/7b3/Bbz4w/s7aMvie7s/hp8IvgbBqelS2GkRNtt7zUb+2025+2TzjMjR7tqdBgHy0+rP+CLH/AAVvs/HurftG/ArxT+1pffHzwJ8DvD8HizwN8YNQ0KWx1bVtCa2klurS9jmiiaSe2kj8sTMuZcsxO3YAAfq1Xzf+wx/wUF/4bR+Mvx/+En/Co/8AhGv+FGfFCbwf/aH9v/bP7b2Bj9q8vyIvs2dv+r3S9fv18T/8E8P2bP27/wDgrT8AIP8Agpl8ef8AgqD8bPhZq/j/AFC/vfhn8PvhNr8Fl4e8N6dDdSwWyXdlLC6akSYSx8zaXjI3MWYldb/g2qPxjX4s/trW37Q17p1346tv2iJrbxbe6RbGG1u7+KOWOa4hjJOyOR1Mir2DgUAfqlRRX4fftG/Hf/gnV4D8e63oXxR/4Olf2l4fifZXk5eTwBf3d54csboMf3babpGmS2zxo3ytF5+flKllOaAP3Bor8zv2Hf8AgqF+1p+1H/wQO8f/ALXXgeG18YfGj4f6P4j0ez1TTtEKx67qGnput9RSy2KS7W8kMxg2DfIrKEUMEHiX7Afw6+Dn7d3wn8KePvBP/BzD8fZfjl4g0a2vNZ8KQ/Fixtrax1Z4laa2Tw1cQKzRRSlk2qdjhMhtpFAH7PUVHaRTQWkUFxcGaRI1V5iuC5A5bA6Z61+aP/BwT8X/ANsj4e/HP9j7wB+xZ8a9U8HeJPHfxfudFdotRuE065MsdtHHJf20UipewQGRpvJkDKdhG05IIB+mVFfkp/wUR/Z//bk/4I9fAwf8FNPgV/wU1+NvxXl8C6xp0/xT+HXxe8Rw3+ieIdNubuK2nFlbRwommsHnUjy9xRMlWBTD9N/wWl/aK/ar1r48fsLWf7CHx71XwXcfF3xnfxrMbycafcWtzZ2LxT39lHKkd8tvHO86wS7kLrg8McgH6i0V+Rv/AAUG+FH7XP8AwRot/h1+358N/wDgpr8cvihpzfE/R9D+K3gH4teJINR0jVtOvpGSaSyto4Yo9PdSMIqKdu9SGHllZO6/4L2f8FTJ/wBlf4z/AAj/AGItP/ar/wCFE6Z8R7e91j4i/GK38PTanfaFosAZIrewgiilYXF1MskQm2HyQoYdSQAfpxRX8+fin/grX+yv+wl468D/ABp/YM/4Lk/Gr9oOOTxjY2PxI+EXxwGp6pFqujTybLi5sLq6062WwnhGHUA/Me5VTHJ+iH7Qvxk+L2i/8HE37PvwS0b4q+JLTwZrXwP8RX+seEbXXLiPS7+6ie48u4mtVcRSyptXa7KWXAwRigD78or4D/4LW/GT4vfCr4+/sUaN8L/ir4k8N2fiv9qjQ9J8UWuga5cWcesafIw32l0sLqLiBu8Um5D3Feaf8FNvFv7bfjP/AILmfAD9kr9lr9qzxH8ONH8bfCLWpfE89leST2lrBHLctNex2Dv9mmvhFH5MMssb+U8ivg7BQB+o9Ffjx+1L4U/4KJf8Ep/24Pgj8Ef2V/8Agob8SfiboX7TdzqXhOeL9oLWE8QyeEtTj+zFdZtGEcQIiS4aUWoVY3MBR9wkUx9D+2L8Of2rf+CN/wAafgJ+1Z4Q/wCCkXxt+LHhnx98a9H8B/FXwN8W/EkOpWFzBqYmJvLCGOGKOwaLyZGVIxncYxu2B1cA/Waivzq/4KZ/Hz9qr9oH/gpJ8Kv+CPf7KHx31P4UW3iTwPdeO/ix8RfDkSNrFvokc8tvDZ2Mjgi3lkmgYNKPmXzImB2q6SedfG21/as/4Ib/ALVPwI8ZWX7dPxX+NPwJ+MXxJs/h/wCOPD3xu8QprWp6JqN6GNpqFnfeVG6ooSZ2iChdsLKQ5dDEAfq1RX5Xft167+3H8V/+DhrwV+xr+zf+174p+G3hDxH+yyNS8XNpl688VhCuuais19ZWUrG1GpSCK3tVupI3aKOVmAJjQU650D9pz/gkf/wVP/Z4+Eln+3f8XPjL8Jf2irzWdA13w/8AGnxKutX+i6na20c1vd2l15cflozyopjVFUKsgO4shjAPunUv2lPjJZft9af+yXbfspa9ceArv4YN4muPjSl1L/ZltqYvpLcaI0f2YxmcxIs+77QG2yAeXj5j7NXwJ4s+Mnxetv8Ag5l8MfAW3+KniSPwNcfseSa1P4LTXLgaTJqQ8RXcP21rQP5JuPLVY/NK79qhc4AFeZ/8FYvib+xB8Of2mtWj/bJ/4L4/HD4OSXlpZtoPwo+CniB7GXRYvs0amS4TTrC7uZWmkV5w02ziUKoKgZAP1Hor8tv+CBX/AAUdvfj9+0d8aP2JtM/bD1v4/wDgjwNp2ma98Mvin4s0C507Wp7C4/d3VjfLcwQyTvDO0YWZky4LnO0oifqTQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFeV/t0+Idf8ACP7Enxj8WeE9cvNL1XS/hX4hu9N1LTrl4Li0uI9NuHjmikQho3VlDKykEEAggivzR/4JffsP/t5/8FIf+Cbvw8/aU/aN/wCCuX7QXgvXdT8PungOw+HfjD7LDb28M0kUV5q7yrJcaxcTvGZn8yZAI5FjUrj5QD9gqK/L/wDZA/b5/aj+Nn/BIn9rXwX+0R43kT43/s3af478Ga7418PyGzlvrvTtMuGtdViaHYYZtysN8e07oBINpbAzP+CQH7IH7ZX7Z37HfwN/bS/a4/4KefHe31CG103U/DvgnwV4y+w6ZeafaXIMa608kctxrEl4ITJO0soGy4MSgKooA/VOivwHvf8AgsP+y1+3t8ZfiH45/bS/4LV/Fn9nDwlovjK80f4YfC34G2+pabdvpluwSPVdR1G1065+0SXB3N5GcR7cA4OK+nP+CIn/AAVY0z4kfHP44/sk3H7Z+pftBfDr4aeE4PGHgD4u69oc9nrL6VgLe2F+J4YXuZYJHTbMUBcbyTgqkYB+rlfN/wCxr/wUF/4a3/ag/aH/AGbv+FR/8I//AMKF8YWGhf2z/b/2v+3ftMM0vneT5Ef2Xb5WNm+XO7O4YwfiH/gnf8Ef22/+Czvwcuf+Cmvxs/4KVfG34SWfjPxBqZ+Efw5+D3iSHTtJ0LTLS7ltYjfQPDIuouZYJNwkA3KuS2JAsep/wbpW/wAcbD9sv9uzSP2k9e0/V/HOnfFXRbHxJrWlWItrfVJ4IL6EXqQgkRCdUWbYOFMpAAAAAB96fsM/tKfGT9qb4Ran8Q/jj+ylr3we1ey8W6hpNt4Y8RXUs091aW7qsV+rS21uRHMCSo2EDbw7V7NX5V/8EtP+Cg/xJ+C//BFb47ftt/tA+PPEnxB1L4d/EPxnLp58U+ILi9nnW3kjWzsBNO7vHD5rpGAOEDkgdq0/2Pf+Cc/7b37df7O3hX9tL9sn/grh+0N4V8bfEbQrbxJpfhH4MeLYPD/h/wAO2d3Es9pamz8iQXLJC8e8uQcllJcgysAfc/7XH7anwO/Yl0XwRr/x0v8AUre3+IPxG03wR4dOm6c1yX1a+WZrdZACNkZEEmXPAwPWvWq/HL/g4t/Y88VD4Mfsfz+P/wBsD4q6vrcHx98GeA9U1DTvEC6dbX000V+z+IRaRIUh1hTHiO6U/u1kdQpzX0v8cdLg/wCCC3/BPj43/tcWX7UPxw+Nl9aaTYPo1l8d/iPJ4gSz1Frj7HaJbny42hiee9iacKcukK4KlQaAPvaiv58fD37d37FPxC+Glt8X/jH/AMHSnx90T44X+mpfXFt4W0PV7bwbpOoum/7L/Y0ek+Xc28TnyyfMXzAm7C5219Px/wDBeP48X/8Awbwab+3xpOk6XdfGrWddHgDTJ4LJRYz6+149suorCwCgG3Q3QiKhPN+QqE4oA/T/APaF+K//AAob4BeOPjl/YH9q/wDCGeD9T13+y/tXkfbPslrJceT5m1/L3+Xt37W25ztOMVx/7Af7V3/Dcv7G3w9/a2/4QL/hF/8AhPPD6an/AMI//an237Dud18vz/Ki837ud3lr16V+f37Vf/BMD9vP9mj/AIJ5fEv4+aZ/wVg+M3xD+JNn8L9Xu/iF4S8ea3Ff+D9dtGsJf7RtLPT2iD2DeSZfIljlyHRMqFYhfqL/AIID/wDKGz9nv/sn8P8A6OloA+v6K8u/bUaCP9lvxlPe/tRn4K20WmrJe/FBTahtAt1mjaWVWuv3SM0YaJWbO0yhgCwAP4c/tJf8FGv2Rf2TfBt98e/+Ce//AAcO/tEfE34o+FrqC4T4f/FlNW1/wx4pRZkE9md2lQW1rvjLkSrLxtAVlYiRQD+heivza/4LSft0/Grwv+wx8BfjL8HPixrnwk+H/wAXfGXh9Pil8VNA0s31/wCDvD1/aeeZI9qMYmJZV89V3KVCrzIAd/8A4J1/sz/Bi/8AizoPxy/ZG/4LwfGX466JpAlk8VeCvGPxgsPFtlfxS28kaLLEkSS2DpLJHKCecxhcYY0AfoNRRX5i/Ebx7+1x/wAFYv8AgqL8Wv2H/g5+1p4w+CPwT/Z4sNKt/HGt/DK4js/EfifXL+J5UhivXRmtIYhHOh2A8wksr+ahiAP06or5d/Z9/Zd8Rf8ABNfwd8Q/ip45/bv+M/xc8E6f4Wk1X+yPi9rsGs32kmzimnnlgvRFFIweMBfLcEAoDnJNfG37BX7Mf7c3/BYr9m2L/gov+0X/AMFP/jh8KL34g31/d/DX4f8AwV8UR6Ro3hvTYrmW3t1uofKY6ixaEud7KzIRubcx2gH610V+W/7Ifxp/bi/b/wD+Cef7U37AfxR+Nerad+0V8DPEOp+D9P8Aib4I1KXRrrV7m3DT6VfiW1aNoDNLbNFKE274T8wJkcV6/wDsIf8ABVbw940/4Ieaf/wUQ+MeovPq3gD4eXsfxBt7uUrcTa5pMbwTRPu5Wa5lijdVPP8ApaDvQB9NftnfHP4nfs1fsx+LPjh8Gv2edY+K/ibw/aQy6V8PdAuJIrzWXe4iiaON44J2BVHaQ4ifiM8DqO48AeIdW8XeBNE8V6/4Yn0S/wBT0i2u73Rrli0lhNJErvbuSqksjMUJKqcr0HSvyO1zxX+238Ff+DVzx1+1P8V/2mfiI3xf8eaVF45XxM/jC/W/0KHUtWsja2tjMZfMsoBZGIiCIoqGeVQOTn2j/gpZ+23+1B8KP2Nf2Yv2cf2WPHf9lfF79pbVfD/hXTvHeqp9qk0WCW0t2vtT/ebvMnXzY+WycSSODvVTQB9Yf8FIv2y/+HfH7Enj79sb/hXH/CXf8IPp9vdf8I5/bH2D7b5t3BbbftHkzeXjzt2fLbO3GBnI9Q+E3jr/AIWh8K/DPxM/sv7D/wAJF4fstT+xef5v2f7RAkvl79q79u/G7aM4zgdK/G//AILf/wDBOz9qn9i3/gk98SvHvgb/AIKT/Gf4t6FeWGn2fxT8KfGrX4tZguraXULVUvNMbykl0+WK5MLeWHkRoS4OSoJ/XD9k3/k1j4af9k/0b/0hhoA9AooooAKKKKACvxM/4J//ALVf7Rv7Hf8AwUT/AG6PiNoH7IHjz4w/DDVf2gr20121+E9hFqPiHQdUiedopl095IjdW08UrKzRuWja3XK4fn9s6+b/ANhj/gn1/wAMXfGX4/8Axb/4W5/wkv8AwvP4oTeMP7P/ALA+x/2JvDD7L5nny/acbv8AWbYun3KAPmr9gX4S/tS/tr/8FWvE/wDwV7/aT/Zu8SfB/wAJaF8Mk8AfB3wL44hW3165t2umubjUb23Uk2x3STqI25InABYRb36n/gil8G/i98Kvj7+2vrPxQ+FXiTw3Z+K/2qNc1bwvda/odxZx6xp8jHZd2rTIouIG7Sx7kPY19+UUAfm3+1z8F/2t/wBgj/gqvqH/AAVe/Zi/Zv1r4z+BfiT4BtfC/wAYvAfhCWM6/p01oYxbanYwSFftY8uGKPyVO7/WZwGV09e/Z8/4Km/Gz9qH45+HPhl4A/4JPftE+DvDV7cyjxX46+Mvhm38MW2iwLDI6vFC80sl6zSLHFsTbjzN2SF5+xqKAPy88eaD+1J/wSP/AOCrPxg/bC8AfsefEP41fBH9pDT9Iu/Elt8JNHXVNe8Ma/p8Twgmy3q00EolncuCoHnAbsxBX5HwPd/t2ftZ/wDBwR8B/wBtP4k/sPfEH4bfCnT/AIbeI9K8Nx+JtFdruwi+yXR+06u0HmQabPczTiOO1eUvtgQ4y4z+uNFAHwH+z18G/i9ov/BxN+0F8bdZ+FXiS08Ga18D/Dtho/i660O4j0u/uont/Mt4bpkEUsqbW3IrFlwcgYrx79nK5/a2/wCCEnxs+L/wV1P9hP4p/Gv4C/ET4k3/AI3+HXiv4JaEmtarok18EE+m3th5iOFTy4gJchTtZhvMhWL9XaKAPky/8f8Axm/4Kef8E7/jt4Em/ZK8d/B298Z+CfEPhPwZpXxUigs9S1AXmkPDHeTW0bv9kTzp2j2uxOIi3QivHf8Agi/+158UPCPwQ+EH/BNf4+f8E5v2ifA3ivwh4NHh/WvGXiD4bkeEA1hayHzBqqzFCsyxBU+XDSSKgJBDH9FaKAPyY/Yl8Sftd/8ABA/RfFP7D3xJ/YB+MHxo+D9v4w1DV/hD8Q/gX4ej1+7TT7uTzfsOoWPmxyQSRvuJkJwzSMFDKFc/ZH7Nv7QfxQ/4KP8Aw6+KHgb41fsIfEj4L+BNT0BNG0O7+JbW1rq+vx3sN3De50+NnazEKCDDO7eYbg4x5bV9P0UAfkv/AME7/wBpT9u3/gkv+z9b/wDBM349f8Evfjb8UtY8Aahf2Xw0+IPwm8PwXvh7xJp011LPbPd3ssyJppBmKnzNxSMDeoZSG7r/AIN5fg3+2D8MfiD+1t4t/bQ+Dup+EvFPjX46S625m0y4i069aZJJJW0+eaNVvLVHfy1mj3KwUEE5r9LqKAOU+O/gjxH8Tfgf4z+G/g7xEdI1fxD4U1HTdK1YMw+xXM9tJFFPleRsd1bjn5eK/Kr/AIJcftI/te/8E9v2MtG/4J2aP/wRL+MbfGXwy13p6eItN8O2kHgrXbx7iVo9RvNeMyoEIdTIwWU4UBDggL+wFFAH5a/8ELPC37aP7D//AASk+LGrfET9lDxX4l+J2n/GrxDqtv4GurSTRLrxMsjWKvc2jXsS5ikAmkicrtk2bQcnjxD/AIKZXnhv/gqB8GtW+D/wQ/4N5fjn4c+Pmv3Vt/YvxP8AGXwqsfDdtoV0LiN3upNejnzMoVX+VjtfOTtOK/bmigDkvgF4R8d+APgT4K8B/FLxb/b/AIn0Twlpth4j10uzf2lfw2scdxc5b5j5kqu+Tz83NfGH/BXv4N/F74l/tyfsNeLfhx8KvEniDSvCXxwuL/xXqeiaHcXdvotqYIALi7kiRltoiQRvkKrweeK+/KKAPgP/AIOWPg38Xvjv/wAEtNa+HvwP+FXiTxlr8vjjw9PFofhTQ7jUbx4o7+N5JBDbo7lVUFmbGABk4qt/wVz/AGZf2pfDH7XHwE/4Ku/sa/CSX4jeIvgs+p6V41+HFldpFe654f1CFopWsy/DTwiSdhHyzNIhAOwq36C0UAfkr+2N4o/av/4Lya78Mv2QPA3/AAT6+Mvwa+EukfEHTvFHxg8cfHLwwmgzy2tkWI06wtvNka5aUuf3i9HWMkBAzV7d+1H8G/i94g/4OEf2X/jToPwq8SX3g7w/8K/Flpr3iyz0O4l0zTbia3nEMNxdKhihdyQFV2BYkYBzX35RQB8B/wDBxv8ABv4vfHD9hvwj4S+Cvwq8SeMNVtvjh4Xv7nTPC+h3GoXEVrFPKZbho4EZliQEFnI2rkZIruP+C/fwx+JPxl/4JA/Gz4Z/CD4e654r8SarodjHpfh/w3pM19fXjrqlm7LFBArSSEIrMQqnAUnoDX2JRQB8y/HXwF461f8A4I2eMfhfpPgvVrrxNdfsy6jpdt4dt9Ole+mvm8PSQrarbqpkaYyERiMLuLHbjPFfCf7QH7Cn7W3xg/4Nx/2bPhR4G+AOqax4w+F1/wCFPE/jL4Pa/avYXniCxsFuFutJlgnVWDnzkkMTjcfJIVWfap/YaigD8Zv+Cr/7Vv7a/wDwUW/4Jh+Nv2Y/2Ov+CQ/x68BacdNsH8Xt8QfAI0ydba3vbeRdO0XT7ZpZ9QleVI8ukaJHBHKxAJG32X/gr18Bfjn8S/8Agnh+yR4J+HHwY8WeINZ8N/HD4dX/AIi0jRPDl1d3WlWttY3C3NxcxRIzwRRMwEjuAqEgMRmv00ooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvxM/4J/8A7Vf7Rv7Hf/BRP9uj4jaB+yB48+MPww1X9oK9tNdtfhPYRaj4h0HVInnaKZdPeSI3VtPFKys0blo2t1yuH5/bOvm/9hj/AIJ9f8MXfGX4/wDxb/4W5/wkv/C8/ihN4w/s/wDsD7H/AGJvDD7L5nny/acbv9Zti6fcoA+av2BfhL+1L+2v/wAFWvE//BXv9pP9m7xJ8H/CWhfDJPAHwd8C+OIVt9eubdrprm41G9t1JNsd0k6iNuSJwAWEW9+p/wCCKXwb+L3wq+Pv7a+s/FD4VeJPDdn4r/ao1zVvC91r+h3FnHrGnyMdl3atMii4gbtLHuQ9jX35RQB+bf7XPwX/AGt/2CP+Cq+of8FXv2Yv2b9a+M/gX4k+AbXwv8YvAfhCWM6/p01oYxbanYwSFftY8uGKPyVO7/WZwGV09e/Z8/4Km/Gz9qH45+HPhl4A/wCCT37RPg7w1e3Mo8V+OvjL4Zt/DFtosCwyOrxQvNLJes0ixxbE248zdkhefsaigD8vPHmg/tSf8Ej/APgqz8YP2wvAH7HnxD+NXwR/aQ0/SLvxJbfCTR11TXvDGv6fE8IJst6tNBKJZ3LgqB5wG7MQV+R8D3f7dn7Wf/BwR8B/20/iT+w98Qfht8KdP+G3iPSvDcfibRXa7sIvsl0ftOrtB5kGmz3M04jjtXlL7YEOMuM/rjRQB8B/s9fBv4vaL/wcTftBfG3WfhV4ktPBmtfA/wAO2Gj+LrrQ7iPS7+6ie38y3humQRSyptbcisWXByBivHv2crn9rb/ghJ8bPi/8FdT/AGE/in8a/gL8RPiTf+N/h14r+CWhJrWq6JNfBBPpt7YeYjhU8uICXIU7WYbzIVi/V2igD5Mv/H/xm/4Kef8ABO/47eBJv2SvHfwdvfGfgnxD4T8GaV8VIoLPUtQF5pDwx3k1tG7/AGRPOnaPa7E4iLdCK8d/4Iv/ALXnxQ8I/BD4Qf8ABNf4+f8ABOb9onwN4r8IeDR4f1rxl4g+G5HhANYWsh8waqsxQrMsQVPlw0kioCQQx/RWigD8mP2JfEn7Xf8AwQP0XxT+w98Sf2AfjB8aPg/b+MNQ1f4Q/EP4F+Ho9fu00+7k837DqFj5sckEkb7iZCcM0jBQyhXP2R+zb+0H8UP+Cj/w6+KHgb41fsIfEj4L+BNT0BNG0O7+JbW1rq+vx3sN3De50+NnazEKCDDO7eYbg4x5bV9P0UAfkv8A8E7/ANpT9u3/AIJL/s/W/wDwTN+PX/BL342/FLWPAGoX9l8NPiD8JvD8F74e8SadNdSz2z3d7LMiaaQZip8zcUjA3qGUhu6/4N5fg3+2D8MfiD+1t4t/bQ+Dup+EvFPjX46S625m0y4i069aZJJJW0+eaNVvLVHfy1mj3KwUEE5r9LqKAOU+O/gjxH8Tfgf4z+G/g7xEdI1fxD4U1HTdK1YMw+xXM9tJFFPleRsd1bjn5eK/Kr/glx+0j+17/wAE9v2MtG/4J2aP/wAES/jG3xl8Mtd6eniLTfDtpB4K128e4laPUbzXjMqBCHUyMFlOFAQ4IC/sBRQB+Wv/AAQs8Lfto/sP/wDBKT4sat8RP2UPFfiX4naf8avEOq2/ga6tJNEuvEyyNYq9zaNexLmKQCaSJyu2TZtByePEP+CmV54b/wCCoHwa1b4P/BD/AIN5fjn4c+Pmv3Vt/YvxP8ZfCqx8N22hXQuI3e6k16OfMyhVf5WO185O04r9uaKAOS+AXhHx34A+BPgrwH8UvFv9v+J9E8JabYeI9dLs39pX8NrHHcXOW+Y+ZKrvk8/NzX5r/wDBx/L8abX9pT9h3Uv2c9I0/UvHNj8b7q88MaVq159nttRu4YrWVLSWXB8pZthiLnhfMySMZH6q183/ALbH/BPr/hsT9oL9nz47f8Lc/wCEd/4UR8QJfE/9lf2B9s/tzfHGn2fzfPj+zY8vO/bL1+7xQB8Sf8FEv2gv24/+CwnwM/4dlfAj/gmV8bvhTN461jToPil8Rfi94ch0/RPD2m213FczmzuY5pE1Ji8CgeXtLpkKpL/J6z/wUi/Zm+Iaftuf8E+LH4MfCfxPrfhP4Y+PdRg1zVdK0W4u7fQ7CPT7OCCW8miQpbowjIDyFQSpx0r9EqKAPgP/AIOR/g38Xvjp/wAE57XwR8EvhV4k8Y60vxU8NXbaP4V0O41C6FvFd7pZvKt0d9iDlmxhRySKj/4KvfsrftV+Gv2w/gn/AMFY/wBib4XJ8RPFXwgtNR0Pxr8MhqCWt14i8PXiOr/Y5JPl+0QmWdwhyXLoQGKFH/QCigD4V8Jf8Fjvjz8XPFWifD74P/8ABF/9qa21bUNUtrbVr/4meDrbw1o+lQPKqzXBvZp5BMIkLOFVQX2gAgnjkf8AgrB8L/2nPgT/AMFEf2fv+Crf7Pv7OXiX4u6J8PtE1nwr8SPBHgm3E+trp17G3k3dnb5zcMjyyFkXnKRg4V2dP0YooA/Hb9uX4ofty/8ABRf9rn9jj4qeBf8AgnJ8YfAfwn8B/tGaJf6tN4+8KPDrskvnxNLfXNhamf8As3T7aKNwbi5dBI1wMACNjX0b+0L8G/i9rX/BxN+z78bdG+FXiS78GaL8D/EVhrHi610O4k0uwupXuPLt5rpUMUUr7l2ozBmyMA5r78ooA+A/+CsPwb+L3xG/4KMfsJ+N/h78KvEmvaL4Q+KmtXfizWNG0O4urXRbd7S1VJruWJGS2RirANIVBKkA8Uf8HCvwb+L3xq+AXwK0b4N/CrxJ4tvNI/ao8Iatq1r4Z0O4v5LLT4VvfOu5lgRjHBHvXdK2EXcMkZFfflFAH51f8FNPgH+1V+z9/wAFJPhV/wAFhP2UPgRqfxXtvDfge68CfFj4deHJUGsXGiSTy3EN5YxuQLiWOadi0Q+ZvLiUDazvH518bbv9qr/guR+1R8CPBtl+wt8V/gv8Cvg78SbP4geOfEPxv8PJompa3qNkGFpp9nY+a7sjb5kaUMV2zMcoY0Ev6tUUAfAniz4N/F65/wCDmXwx8erf4V+JJPA1v+x5Jos/jRNDuDpMepHxFdzfYmuwnki48tlk8otv2sGxgg0n/BWH4N/F74jf8FGP2E/G/wAPfhV4k17RfCHxU1q78Waxo2h3F1a6LbvaWqpNdyxIyWyMVYBpCoJUgHivvyigD4E8WfBv4vXP/BzL4Y+PVv8ACvxJJ4Gt/wBjyTRZ/GiaHcHSY9SPiK7m+xNdhPJFx5bLJ5RbftYNjBBrwv4S678fv+CUX/BS39pr4gfFz/gmf8YvjLY/GzxwviP4f/FP4N+DItenhsXR9uk3bPLGbKOHcIxucAlCdpTY9frfRQB+WP8AwS48F/t1+LP+C4n7QH7W37XX7LWvfDvTvHXwl0dfDdvPaS3FjY28ctssGntqCp9nnvVhiEs8cTt5ckjr0XA/U6iigAooooAKKKKACiiigAooooAKKKKACiiigAooooA8f/4KFf8AJgnxx/7I/wCJv/TVc1+Yv/BID/gpH+1n+xt/wSr+Ffwx8d/8ExvjV8WY5PC7XXwu8WfBvQotW03VbGeaWWK31JxIsmlywyO0DFonUpEsi7s8/rV+0L8KP+F8/ALxx8Df7f8A7K/4TPwfqehf2p9l8/7H9rtZLfzvL3J5mzzN2zcu7GNwzmuP/YD/AGUf+GGv2Nvh7+yT/wAJ7/wlH/CB+H00z/hIP7L+xfbtru3meR5svlfext8xunWgD4f/AGQP2B/2pPgp/wAEif2tfGn7RHgeRvjd+0lYeO/GeueCvD6G8lsbrUdMuFtdKiWHf5029mISPcd04jGSuT9Tf8EZ/AXjn4Xf8ErvgP8ADz4meC9W8O6/o/w5sLbVtD13TpbS8sp1U7opoZVV43HdWAI9K+mqKAPye/ZK1D9rf/ggn4l+Iv7LHin9gr4r/Gr4Ha74+1DxR8K/G/wO0GPXNS06C8Kl9MvtP82ORDEUX97kBmZyu4MAn2R+yb+1d8Vv2+7Pxz4d+KP/AAT9+J3wf8AvosdnpWo/FQW9hqmum5WaO5i/s6N5HtVjjCHezsGMuABtOfpmigD8kf8Agnb8cP22v+CMfwbuf+CZXxu/4JqfG74tWngvX9THwk+I3we8NQ6lpOu6Zd3ct1EL6d5o105xLPJuMhJVWwV/dgydx/wQG+En7Z3gj9qT9sv4n/tq/AzVPBWv/ED4k6RrNskthP8A2bMJIb2R7exu5I1jvo7YSxwNNEWUsmcncCf02ooA/Kz/AIJZ/wDBPj4kfGf/AIIr/HX9iT9oLwH4k+H2pfET4h+M4tPHinw/cWU8C3EkbWd+IZ0R5IfNRJARw4QgHvWl+x5/wUa/be/YW/Z38LfsV/tj/wDBI79ofxV43+HGhW3hvS/Fvwa8Iw6/4e8RWdpGILS6N558a2zPCke8OCchmIQkxL+oNFAH51/8FovhT+1X+11/wT8+CPx2+Gn7L+uy+N/hx8ZPCPxO8QfCS3vIbnVUhtIrlbnT42QhJ7iM3QyEzny22gnAO98cb+L/AIL1f8E9vjX+yPB+zB8bvgjqN3pNguk3Xx1+HUmgpc6ilx9stWg/eSm4hSeyjWdk5RJlwG3AV97UUAfmx8BP+CtP7Zn7Onwd0D9n/wDbF/4I4/tNav8AEzwtpEGkXutfCjwTBr/h7W5IIxEt4l+lyiQiXYJGUhgm4jJxiur/AOCin7Mn7Tv/AAV7/wCCQMuk3PwPuPhH8Y11ePxV4Q8C+INdt7qWyvtPv5vskNxcRgRLJc2Y3YOFhkuVVz+7Y19+UUAflX+0V/wUf/4KIfti/sJ+Pf2WPh//AMEgvjn4Q+LviD4d6npPi/WfFfhpbbwvpqPZSR3s2nXgkaXU5XQyLbQRRFnlkjGSBlvqz/giN8PfH/wo/wCCT/wL+HPxS8D6x4a8Q6R4Hig1bQfEGmS2d7ZSiWQmOaCZVeNsEHawB5r6oooA+If+Dg79kv4+ftjf8E5tR+Hn7Ofg9fFWuaH4w0fxHd+B3uREPE9jZzl5tPyxCsWBEgUn5jCAuWKg/KX/AAUh/a+/bN/b3/4Jj+O/2UP2NP8Agjv8dvh0JvC8aeK28feAl0qGysoJY5G0/RbO3aSfU55mjEKCOFFWN2kIXHy/sXRQB8W3v7QXxu/Yz/4J+/s/6P8A8O9fiJ8YLCf4ZaPpPxD8O+ELCGXV9AMWk2qFJNMutjXJZ/NjeLKFDGQw5xXxj4d+Aepftk/8FTPgD+0h+wL/AMElPiT+y3pvw58Tz6n8XfiF488CW/gv+3dNZUD6alhbysL1plEkRlwWHnHd8gLD9oKKACvzE+JPgX9rb/gk5/wVF+LP7cHwd/ZL8Y/G74J/tEWGlXHjjRfhjax3niPwvrmnxNEk0Vk7q13BKsk7nYRzMQzJ5SCX9O6KAPlz9n39qHxL/wAFJ/CHxE+Ffjr9g/4zfCPwPqHhWTShrHxd0SDR77VjeRTQXEUNiJZZEEcZDea5AJcDGQa+Nv2Cv2nf25f+COn7NsX/AATo/aM/4JgfHH4r3nw+vr+0+G3xB+CvhZNX0bxJps1zLcW7XU3mqdOYNMUIdWZUA3LuU7v1sooA+Gv+CH37Gf7Rn7P/AIK+Lf7Uf7Y/h200D4p/tD/Ey68ZeIPCdjdrOnh60Yt9k09pEJV5IxJKSQThXRT8ytX5+/tb/sC/txWX7b/xO/4JOfB/4BeNJv2bP2lfjz4b+IuveP8ASdBuzo+gac3mXOu2T3UcZggke5t7cxxtIpAtIF2/v1x+89FAHxn/AMF5fg542+I3/BGv4x/Bf4DfC7VvEGr3PhvTbTQPCvhPRZby6mWLUrMiKC2gVnfbGhO1VOFQnoK8r/4KWfsS/tQfFb9jb9mH9o/9ljwH/a3xd/Zp1Xw/4q0/wJqj/ZZNat4rS3W+0z95t8ucmKP5WwcRyIBvZRX6QUUAfjX/AMFd/wBsb9vD/gpt/wAE1PHf7O37M/8AwSX/AGg/B891Z2Nz4+u/iN4KNpM0MF9byix0e2gaW41SaSdI8ukSKkCSu2Mjb+rn7Mmk6roH7Nvw90LXdMuLK+svA+kwXlndwtHLBKlnErxujAFWVgQVIBBBBruKKACiiigAooooAKKKKACiiigAooooA5v4yfFDQPgf8IfFXxp8WWd5caV4Q8N32t6lb6dGj3EtvaW7zyLErsqs5WMhQzKCSMkDmvhuz/4OR/2NvFXwn074zfB39mz9ob4i6I2jx6j4ruvh98LDqkPg5WTzPK1W5juPs0EyxYkeOOaUorDdg5A+qP8AgoV/yYJ8cf8Asj/ib/01XNeHf8G8fhHw34R/4IxfASx8N6NBaRXvhB767WGMDzrie6nlllb+8zOxJJ9h0AoA+iP2dP2uf2e/2qv2bdH/AGtvgv8AEey1DwDrOlS6hDrtyfsyW0UJdZxOJcGBoWjkWQPjYY2zwM18gan/AMHJ37EaWup+PvB3wB/aE8V/C7Rr6S21X43+GPhDcXHhG18t9kkjXjSLJ5anqwiPbAORn4q/Zrg8baZ/wbGftn+GfhTFPCdH+J3jiys7SyBAttJW4sjeRqB92MWrXJIHG0tX6l/8E3v+Gfj/AMEnvg4PDQ0P/hXn/CktJ+2+f5f2L7N/ZqfbPtG75c7vP87fzv8AM387qAOh+N3/AAUL/Zw+DH7Cep/8FF7TWrzxl8NNO8OQ65Be+DI4rifULSWSONTAk8kKbt0gDI7oVKsDhgVryz4Cf8Fq/wBnn9qT4q+FPh9+zx+z18cfF+heKLiO1l+KOjfDaR/CWjXRhMklvd6o0oiDxMDC7Q+cgl+UO2c1+Zv7NH9s/wDEHv8AHbH2v/hGP7f8Qf8ACA/at3/IH/tq227N3O37R9qz/tbu+a/ZL/gnb4N8NfD39gX4KeDPCGkQ2OnWHwq0CO3toECqM6fAzMcdWZizMx5ZmJOSTQB8ueDf+DkT9jb4qeBJPFfwN/Zw/aC+ImrWV9eRa74M+H3wyXWNU0S3t5nh+2Xotrl7e2hlaOQxh5vMZULeWBgnrbP/AIL7fsKeM/gt4X+K/wAAtF+JfxY1jxZFdyWPwx+F/gG41bxTaLausd013YoVFosTuil5ZFR9wMbSDmvKf+DU7wn4d0L/AIJr+IPEGk6RBBe638afE1xqt0kYD3Mkc0cKFj1O2ONFA7Y9zVf/AIN+fh/4M8N/tVft9+JNC8N2lrezftXa1YPcQwhW+yxT3EscIx0RXuJSFHA3mgD6/wD2A/8Ago1+zn/wUd+HWs+O/gO+v6bfeF9bfR/GHg7xjo507WvD9+oz5F3bFm2MQDgqzKSrrncjqvjvxX/4LnfB/wCG/jbxF4W8K/sLftVfEDTPCmtXel674x8A/A66vNGt57WV4rgi5lli8xEeNwXRWUgZBI5rzb/gnobbw1/wcGf8FBdI0yP7PYSaV8Ob64toE+V520ESPJtHVi0srE9SXPrXF/sR/FT/AILHf8FlvhHcftvfBz/goz4W/Z0+HWteItRs/BXgfw/8HNN8T362drcvAJL651GQbJyUJIQbSMMFQMFAB+hv7I/7XfwB/bk+BWk/tGfs1eOY9e8MauZI45zA8M9rcRttltp4ZAHhmRuGRgOzDKsrH4b/AODWzxToPgb/AIIQ+C/G3im++y6Zo+oeKL7UbnymfyYItTu5JH2oCzYVScKCTjgE1zX/AAa6a3rN5o37W2h6h8ZIPH8Vt+1DrU48ZWWkwafb69PJHGs2pRWtuTDbrcGJZRHH8ihgF4Arrf8Ag1V0nStf/wCCG3gLQtd0y3vbG91jxLBeWd3CskU8T6rdK8bowIZWUkFSCCCQaAPuP9lX9q74BfttfA7SP2kf2YvHv/CTeC9ekuU0rWv7LurLz2t7iS3mHk3cUUq7ZYpF+ZBnbkZBBO/8ZvDvxE8X/B/xX4T+EPj9PCfizVPDV/aeF/FMmnJeLo2oyW7pbXpgk+ScRSsknlt8r7Np4NP+FXwh+E3wJ8DWfww+CHwv8O+DfDWntK1h4e8K6JBp1jbGSRpJDHBbokaFpHd2woyzEnJJNdFQB+b3xP8A+CNn7V3hL4Sa38WfD/8AwXU/ae/4WfpGkz6ja6tq3i+3i8KtcxRtJibRli8tLclcEea20HPzAbT7b/wQ8/bi+J//AAUR/wCCaHw9/ag+NWlW9v4r1Jb7T9duLK2EMF/PZ3ktqbuNBwnmCIOyqAqyF1UBQBXzh+2P+0r8Y/8Ags/8ZvEX/BLf/gnV4um0j4TaNP8A2f8AtJfH+wG+3SA8S+HtJf7txcSrlJXBK7SwP7vd5n6H/s6fs+fCj9lL4G+F/wBnP4HeGI9H8KeENIj07RbBG3FY15Lux5eR3LSO55d3ZjyTQBf+M3h34ieL/g/4r8J/CHx+nhPxZqnhq/tPC/imTTkvF0bUZLd0tr0wSfJOIpWSTy2+V9m08GvgP4n/APBGz9q7wl8JNb+LPh//AILqftPf8LP0jSZ9RtdW1bxfbxeFWuYo2kxNoyxeWluSuCPNbaDn5gNp/SGvy8/bH/aV+Mf/AAWf+M3iL/glv/wTq8XTaR8JtGn/ALP/AGkvj/YDfbpAeJfD2kv924uJVykrgldpYH93u8wA9q/4JRftgftJ/wDBUH/gjhpHx0u/FVp4M+LHibwxrmiWnjG20aOa2tdYt5Lmyt9XW1ceXIBIkU7w4EZdZEAC4Feb/E//AII2ftXeEvhJrfxZ8P8A/BdT9p7/AIWfpGkz6ja6tq3i+3i8KtcxRtJibRli8tLclcEea20HPzAbT92/s6fs+fCj9lL4G+F/2c/gd4Yj0fwp4Q0iPTtFsEbcVjXku7Hl5HctI7nl3dmPJNfnh+2P+0r8Y/8Ags/8ZvEX/BLf/gnV4um0j4TaNP8A2f8AtJfH+wG+3SA8S+HtJf7txcSrlJXBK7SwP7vd5gB9H/8ABDz9uL4n/wDBRH/gmh8Pf2oPjVpVvb+K9SW+0/XbiythDBfz2d5Lam7jQcJ5giDsqgKshdVAUAV9aVxf7On7Pnwo/ZS+Bvhf9nP4HeGI9H8KeENIj07RbBG3FY15Lux5eR3LSO55d3ZjyTXaUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXzl+3h/wVI/Zc/4Jw+LPht4c/aeutZ06z+Jmo6haad4hs7WB7HSvsUEc00t4zzJIqFZFCiGOZ2b5QmSM/Rtfmd/wW+8JeHPG/wDwUn/4J5eHvFmjwX9i3xo1ad7W5jDozww2M0ZKng4kjRsH0oA9S+Hf/Be/9k3xZ8fvCXwC+JfwJ+Ovwqk+IOpLp/w+8W/Fr4Wz6HoviW5cgRRWs8shcmQsgXzI0BMiAkFhn3P9uf8A4KC/sx/8E7fhfZfFD9pPxddWy6xqaaZ4Z8P6Lpz32q69fN922s7aP5pX6ZJ2ouV3MNy5+Sf+Dpi3gj/4JtaD4iSFRfaN8bvCl5pd1j57WcXLoJEPVW2u65HZjWP+31/ZP/ESV+xh/wALi8v/AIRX/hAvFP8AwhP9pY+y/wDCR+TPu27vl87Z9j29/M8nHzbaAPcf2bv+C337Lnx5+P8Ao37LnxE+Dnxj+CPjvxRA8vg3QPjr8PJPD7+Igoyws382WORsdFZlZj8qgt8tdB+2j/wWH/ZC/YG/aI8N/s2/tFDxTZ6t4q8JXOvaPqWlaMl5azCOYwJYokcv2mW8mlAjiiigcMXGWUZI+bv+DoUaR/woL9n0+FfL/wCFof8ADTnhn/hWP2bH2/7XmbzPJx8+zPkbsfLv8jPOyp/2vfBvhrxf/wAHPf7K83iTSIbz+x/gn4k1GwSdAyxXKfbFSXB43LvLKezAEcgGgD1fxf8A8F1vgF8Lf2e5P2lPjr+yf+0B8N9CX4kaZ4NitPiN4At9EvZpr6J5YtQSK6vEBsVWNw8pYMpUjYcHGY//AAcN/sR6b8QvDuieMPhZ8a/DXgTxfrMWmeFPjf4o+Ftzp/gzV55SRC0F/Myu0b4yshhCbcuSEBYcF/wdMeHtH8XfsKfDHwp4isUutP1T9pPwlaX1tIPlmhk+1o6H2KsR+Ndj/wAHN3h/RJv+CF/xss30m3EWn2mgSWMaxAC3ZNe05VKAfdwpK8Y4JHQ0AX/jL/wcKfsU/BXxDc3mrfCj42a18OdO1s6Tq3x08OfC64ufBNldLN5EinUi6+cqS5QvBHKrMMIX4z9QfH/9rT4Qfs6/s6z/ALUXiefVtd8LLb2Mth/whejTavdaoLyWKK1FrBbBmn8xpo9pHy4bcSFBNeB/th/D7wX4d/4ICfEvwBo3hu0t9G0f9kvVk03T44QIrcW/huR4dq9AUaNGB7FQetfOB/4KB/G39iH/AIIDfsh6x8BdI0TUPiL8UtO8EfDrwbqHi1nOm6VdXtiwS7uQpBaOOO2Khc4BKsQyqykA9x8If8F9f2Y5fih4d+Gv7QP7MH7RHwNg8W6rFpnhrxZ8bPhLNoejX95KcRQLc+bJ5bMSBmRUUZyxUc1w3/Byb/ySv9lH/s9/wL/6I1SvlT/gvz+zX/wUz+DX/BKvx146/bQ/4LJ6X480O+v9Htl+GFp8A9D0mHVb5tRt3jgttQRzdI0IjkuNygMyWzggKWr6E/4LwatqGv8A7Iv7Eeu6tctPd3v7XHw1nuZnOWkkew1BmYn1JJNAH3l+0j+2v+zJ+yLr/gLwv+0N8S/+Eev/AIneLIPDXgeD+xr27/tLVJnRI7fdbQyLDlpEG+Uogzywwa9UrlfiT8C/gl8ZdQ0HVvi/8HPCviu68K6smqeF7nxJ4etr6TR75CGS6tWnRjbzKVUiSPawKjB4rqqACvNP2vPg98Zfj38Ada+FXwC/aS1D4SeJ9Uktfsfj3StEi1G50+JLmOSZY4ZXRS0sSyQ79wKeZuGSoB85/bQk/wCCvSePNKH/AATvtP2bpPDH9kD+2z8aLjX0vxf+a/8AqBpiNH5HleX9/wCbdu7Yr1j9mxv2lW+Cehn9sCPwMnxH8uf/AISVfhq942iBvPk8n7Mb0CcjyPK3bx/rN+PlxQB+b/8AwSh0X9pX9n7/AILeftA/sX/F39uX4rfGPQvCvwm0TVLCf4i+KLi6jju7trSaSSG1Mhht8eayDYoO3gk5NfqzX5ofsnf8rQ37Vf8A2Q/wt/6K0+v0voAh1LUtO0fTp9X1e/htbS1haa6urmUJHDGoLM7MxAVQASSeABX4SftV/t5ftr/tL/t//sx/tl/Cb4/+N/A/7PXjj9qjQPh58N/B2g69eadb+NtHttUgXUdav4YpEW5gu5meCKOVSPIiYMo3Ev8Aan/BxN8R/wBpeD9njwX+zb8Ef2f/AIveMPCPxR8TtYfGTVPgt4NuNa1rT/DEHlPdWcEcQCRSXgk8kSSuq7FmXD7iB8Af8FSv+CjHhTxV4+/Yh8LfDr/glj+1D8LfD/wc+PPh+90Lwv40+D50uXWbWzmtBFpOjxfaH+13hSJUjhypYsg3c5oA/oG1LUtO0fTp9X1e/htbS1haa6urmUJHDGoLM7MxAVQASSeABX4SftV/t5ftr/tL/t//ALMf7Zfwm+P/AI38D/s9eOP2qNA+Hnw38HaDr15p1v420e21SBdR1q/hikRbmC7mZ4Io5VI8iJgyjcS/1D/wWg/ap/aZ+PX7B/wp8J/BX9ir9o6Dwn8cdZaL4y6R4W+GVxc+M/DnhiBkN1p8llGxS0uLwN5QaWUL5QkGH3ED4z/4Klf8FGPCnirx9+xD4W+HX/BLH9qH4W+H/g58efD97oXhfxp8Hzpcus2tnNaCLSdHi+0P9rvCkSpHDlSxZBu5zQB/QZRXGfs8/GN/2gfgt4e+Msnwq8Y+B28QWP2k+E/iBov9nazpvzsvlXdtubyZPlzt3Hhge9dnQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV5X+2z+138Nv2DP2W/F37W/wAX9E1zUvDfguzhudUsvDdtDNfSpLcRW6iJJ5Yo2O+ZSd0i8A9TgH1SviD/AIORP+UJXx8/7F/Tv/TvZUAYHjr/AION/wBivwZoMfxK0v4EfHzxP8OIRENb+LvhX4UzXfhXR5W2iSKfUPNVHaJ28uQwCZN4Kqz8Z+wNX/aj/Z70D9m8/te6x8WtHt/hoPDEfiEeMZJz9jbTZIlljuAcbmDIy7VALsWChSxAryPSvh34I0T/AII6R/DDS/DNnDoEX7NxsV0pYB5P2c6CVKFehBBOc9cknrX5MftAah4k1P8A4M7vgVc6jcXsvhxfFWjRePGgZjjRI9fvECtt52iZbQD3CY7UAffOmf8AByb+xG1tpnj3xn8Af2hPCfwv1q+jttJ+N/ij4Q3Ft4RuvMfZHIt4sjSeW56MYh3yBg4+jv26f+CjH7Pv/BP39nnR/wBqD4upq+s+Etc8RaZpFje+EhaXAJvtxhui89xDH9nCruaQOflIIDVj/wDBScfs/H/gk98ZP+EqGh/8K9/4Upq32LyfL+x/Z/7Of7H9n2/Lnf5Hk7Od/l7OdtflV+19oHirxV/wanfsq+F/jDBcyy6l4w8HWskdyxDvpklzdJaAHqFNmYNv+zjFAH6RfD7/AILVfAL4rXvibWPh9+zX8eL/AMCeHPBWseJ7f4tz/DGSy8La5Z6dAZ5EsL26liNxJKit5OUVJNpO8AZrziD/AIOUf2LPEHwksPjf8L/2df2g/HXhsaRHqHi/VvBHwtOpWngxWTzDFq11HcfZoJViKyOkUspRWG7ByB9S/t7aXpuif8E8fjRoujafDaWdn8GPEcFpa20QSOGJNJuFVEUcKoAAAHAArxL/AIN7vBHhLQP+CK/wJ0PSvD1pFaan4Mku9RtxApW5mubqeSd5Bj5y7O2c54OOlAB8Qf8AgvF+xjpPhbRPE/7PvgT4sfHo6x4at/EF1p/wL+Hdxrs+iadNu8ubUctElkxMcg8mRxKPLbKAYJ96/Y4/bb/Z4/bw/Zz039qP9nTxbLqXhfUPOSYXVo0N3YXEJxPa3EJy0cyHqvIIKspZWVj8S/8ABpf4K8L+E/8AgkhZah4e0WC1n1f4keIZ9SmjQB7iSO6FujOerFYoY0GeyiuU/wCCSHxv0v8AZF+CX/BSP4y/8I895onws/ak+JPiC28P2b+WJI7KDzjBHwRHuW3RM4wMA9BQB7Hr/wDwcN/s7eHtJfx/cfsNftZSfD6JTNcfFJfgNdx+H4bYdbpppZUlEOOd3ldO2eK9X/b9+Mfwx/aE/wCCLvx3+N3wX8Z2fiHwr4n/AGbfFuoaFrNgxMV1byaFeFWAYBlI5DIwDKwKsAwIHyp8ANG/4LSftr/siaT+3z8SP+Cxfgj4IeEfGHhJvE//AAhvhb4B6Pren6LpDxNMPPvNTlMjFYOZFbcFIYFjg15d/wAEotavtW/4NEPi9bXN888Nh8Kvipb2O9duyI22pS7Qo4UbpHOBwNxoA+0v+CaHx7+E37Lv/BCv4J/tA/HXxX/YfhDwr8ENFvtf1f7DPc/ZYBbRKX8q3SSV+WHCIx56V9V/B34ufD34+/Cfw38cPhL4g/tbwt4v0O11jw7qn2SaD7XZXESywy+XMiSR7kZTtdVYZwQDxXzZ/wAEkfh74A+K/wDwRd+AXw5+KXgfR/Evh7V/gxokGraD4g0yK8sr2I2sZMc0Eyski5AO1gRxX1L4O8G+EPh34T03wF8P/Cum6FoWjWMVlo+i6PYx2tpY20ShI4IYYwqRRooCqigKoAAAAoA0q5H4/wDxk8Mfs6/Anxp+0B41V20fwP4T1HX9USIgO1vZ20lxIq5/iKxkD3Irmf2wG/bbT4Txn9gSH4VyeOf7Xh85fjBLqSaT9g2Sebg6cpm8/d5W3I24355xXzH8c/h1/wAFW/jD/wAEy/2n/hn+3TpXwOl17WfhJq1t8PLT4Fy61IbqY6deGWG6GpqDudxbJH5efvSbv4aAPAv2KP2Rv+Chf/BVr9k+3/4KK/Gf/gqj8afhZ42+Iv2vVvhp4H+GOvJp/hbw1YiaSOyiu7ERk6irCNXYs6u0bqGZn3NX1F/wQx/b0+LP7ef7GN3qv7R9taR/FP4Z+N9S8C/EiSyhWKO71Ox8s/aljUBU8yKWPcFATzFl2hVwqv8A+CBHxX8F/Ef/AII1fAbxN4e1m2a10bwDFpGpv5ygW1zYM9tOsn9whoS3OPlYN0INeF/8Gw8cnjf4WftM/tNaTGw8N/E/9qfxPq/hOYjCXdjuiInT1QtIyZ9YWHagD9DP2hfiD4l+E3wC8cfFTwZ4VbXdY8M+D9T1bSdEQMTqFzb2sk0VuAvJMjoqcc/NxX5L/wDBO/8AZ/8Ajl/wU/8A2EIv+Cj3x3/4LrfHLwj4w1o6leX9j8PPH1ro3hbwW0FxMiW93pwQIyokaSOHeHcjjkj9636kftufHrW/2Wf2OPip+0r4a8NprGo+Avh9q+v2GmS7vLuZrSzlnRJNvIjLINxHIXcRX5ef8E7v+CCv/BOb/gpN+wv4f/bh/an8PTeI/ib8Z9Om8Qa74p8F6h/YNpot5LLIpgs7DTxHZq0DLtczRTM8ySM5O4gAH1b/AMENP2ov2p/2+v8AglbZ/ET9oXxg8XjC4vdb8P6R8RbHSkhOsW8DtBb6zHCVWMsGLLwoV3tySBkiuC+O3/BJLx78I/hDr3xu8Tf8F9f2qPDPiDRNLmvh4n8T/FC1i8N200aFg8+mi3jjaDI5j8zOOAex3f8Ag3C/an+L/wC0X+xh4w8BfF/xfa+KW+DfxZ1XwB4d8a2VlFbxa7pVlFbNazFYgIywSbblRygjJLMWY9h+3d/wQO/4Jf8A7dfjfxX+0H8dvg/cWPxC1+1he/8AiHYeJ72Ka2a1tY7eGY20szWLLHDBEpWSBkYIdwJJJAMj/gkh/wAFLviT8cP+CLOn/wDBQr9ti28i/wDDPh3Xb/xPrNpYLbjWLPSnuN19HCoVA8iQFSqAI0qPtCghR8x/BXWPFP8AwUD+HPh79r3/AIKPf8FvPFX7N938Uom1b4VfBT4V/GDS/B40nRHlZbMztcK02pyyoolLlcfOB0+RdL9j/wCOnx1/4KQf8Gyfxq8Oa9punX3iXw34Q8W+DdAv/DWixWFt4ittOshJay29rAqxReYjLAEjVULRnAXJA0P+CCn/AASz/wCCa/7Qv/BHzwF8RfjJ+zr4K+JfiHx5ot0vi3xZ4q0yK/1KB4biazSzt7qQGaxS2hgihRYGj2CIMOTmgD9Iv2T/AIQ+KPgR8A9C+Fvi/wDaE8R/FO704XDJ468WyxSajqUEtxJNB50kQCSmOKSOISADeIwxGSa9Fr8yf+DV3xz4t1n9hr4i/CmbxpfeJfBXw1+O2veGPhhr19ceaZ9ChjtpYUR+jxhpnZSPlAl2rgKAP02oAKKKKACiiigAooooAKKKKACiiigAooooA5v4yfC/QPjh8IfFXwW8WXl5b6V4v8N32ialcadIiXEVvd27wSNEzqyq4WQlSysAQMgjiub/AGQv2X/AH7Fn7NHg39lb4W6vrF/4e8EaOum6TeeILiKW9liVmYNM8MUSM2WPKoo9q9IooA8K/Yt/4J6/Ar9hv4OeLvgV8Ob/AFzxD4f8beM9W8Sa7B4zltrsyT6iEFzbgRQRIbfagAR1Y4ZgzNmvmvU/+DbH9iRrXU/APg39oD9oXwp8LtZvpLnVfgh4Y+L1xb+EbrzH3yRNZtG0nlueqiUdsEYGP0JooA8O+N3/AAT0/Zw+M/7Cep/8E6LTRbzwb8NNR8OQ6HBZeDJIrefT7SKSORRA88cybt0YLO6OWLMTliWr1P4WfDzRfhF8MfDnwn8N3V1Pp3hjQbPSbCa+dWnkgtoUhRpCiqpcqgJIVQTnAHSt6igDxP8AYF/YO+EP/BOj4Dyfs8/BLxH4k1TRZfEmoa2114qvLee6+0XkvmSrut4IU2A/dGzIHUnrR+yP+wd8If2MvGvxc8efC/xH4kv7z4z/ABIvPGviiPX7y3ljtdQuSS8VqIYIikAzwshkcd3Ne2UUAeJ/CD9g/wCEPwV/bQ+L37dHhbxH4kuPFvxps9DtvFOnaheW76dappVmtpbm0jSBZULRqC/mSyZbJXaOK+drz/g3c/Yzs/HnibWvhp8dvj34B8G+M9Vm1Dxb8IPAHxYuNK8KarLMf34ltIo/MCSD5SiTKAvyqFUBR960UAfPv7BP/BNL9m//AIJvx/EPT/2ahrNrpfxG8aSeJL3RNQnt2tNIlZBGtpYpDBEYrZEUKiSGRwAMuab+x1/wTZ+Bn7Ef7DrfsBfCnxX4s1Dwc1nq1sdS8Q31rLqezUHmeY+ZDbxRZUzNs/dcADO7nP0JXGftF/Erxl8GvgF40+LXw7+FN/4717w14XvtT0bwVpUrJc67dQQPJFZRMkUrK8rKI1IjcgsMK3QgHGfsAfsOfCb/AIJx/sq+HP2Qfgh4h8Rar4a8MTX0lhfeKruCe+kN1eTXcnmPbwwxkCSZwuI1woAOTknuvj18IdJ/aB+CPi/4Fa/4n1vRLDxl4avdFvdX8NXq22oWcN1A8Ly20rI6xzKrkqxVgGAJB6VB+zp8SvGXxl+AXgv4tfET4U3/AIE17xL4XsdT1nwVqsrPc6FdTwJJLZSs8UTM8TMY2JjQkqcqvQdnQB+cXwb/AODbP4R/s7eB4fhl8Av+CpH7Z/gnw5bzyTQaF4U+Mdlp9mksjbncQwaYqBmPJOMnvX1/+z7+yHZ/Aj9nC/8A2bda/aJ+KXxJttSS+jufFvxS8Upq2uGO6Qo0f2nyY12ICdgKHb3zXr1FAHzP+zh/wSx+Bf7LP/BO3VP+Cafwr+JXj+Lwbqmja1pzeJJ9ZtV162TU2maeSG4htY4kkQzv5beSduFyGwc/PXwb/wCDbP4R/s7eB4fhl8Av+CpH7Z/gnw5bzyTQaF4U+Mdlp9mksjbncQwaYqBmPJOMnvX6O1znxi+K3gr4D/CPxT8cfiVqMln4c8GeHL7Xdfu4bZ5ngsrS3e4ndY0BaQiONiFUFjjABJoA8q8CfsG6Z4R/Yx8UfsW+JP2qvjP4zsvFmlapp978QPGvjSO+8UW0N9E0T+Re/Z1VDErHysxMEPUN0r5a+Df/AAbZ/CP9nbwPD8MvgF/wVI/bP8E+HLeeSaDQvCnxjstPs0lkbc7iGDTFQMx5Jxk967T9k3/g4I/Y7/bK/a48N/sefCz4PfGLT9Y8XaXe6h4d8R+LPBMWm6Te29rBJNJJG8t19oYYiZQRARuIBI5I+6aAPM/2S/2a5P2UPg/D8Ipf2g/iZ8TTDfz3X/CU/FrxOur6xJ5pB8prhYogY0xhF28Ank16ZWJ8SfiR4C+Dvw/1n4q/FHxZY6D4c8PabNqGt6zqU4jgs7aJC8krsegCgn17DmvhLTv+Dk39iK70+3+JGp/AP9oXS/hPd6gtrb/HbU/g9dR+D33SeUsv2sOZRGX4yYQc8YyCKAP0Ioqn4f8AEGheLdAsfFXhbWbXUdM1Oziu9O1CxnWWC6gkQPHLG6kq6MpDBgSCCCK+Sf8AgqR/wW7/AGNv+CSd54a0P9ojTPGHiDWvE9tNeWugeAtMtby7s7KN1j+2XK3N1bpDC0rCJGLEu4YKDsYgA+wqKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK8T/aX/YO+EP7VPx4+DX7Q3xC8R+JLPWvgd4ku9b8J2ujXlvHa3dxcRRxut2ssEjyIBEuBG8RyTknoPbKKAPE/wBvr9g74Q/8FF/gPH+zz8bfEfiTS9Fi8Safra3XhW8t4Lr7RZy+ZEu64gmTYT94bMkdCOtH7dH/AAT5/Zj/AOCiXwvsvhf+0n4Su7ldH1NNT8M+INF1F7HVdBvl+7c2dzH80T9Mg7kbC7lO1ce2UUAfG37Nv/BEH9l34DfH/Rv2o/iJ8ZfjJ8bvHfhaB4vBuv8Ax2+IcniB/DoYYY2aeVFHG2OjMrFT8ykN81eu+Of2DvhD8QP27PA//BQfWfEfiSLxn4B8H3/hvR9Mtby3XS5rW7MhkeaNoDK0o8xtpWVVGBlTXtlFAHif7dn7B3wh/wCCg/wz8OfCv4z+I/Emmaf4Y8eaZ4tsJvDF5bwzSXtiZDFHIZ4JlMJ8xtyhVY4GGXvpftz/ALG3wx/4KBfsq+Lf2QfjLruvaZ4a8ZQ2sep33hi6hhvohb3kF2nlPPDNGpMkCA7o2+UsBg4I9aooA89+Kf7Nngb4ufsp+I/2P/Emq6tB4a8T/D288HX99YzxLfR2NzYvZPJG7RtGJhG5IYxsobBKEfLXlfjj/gk9+yL8Uv8Agnv4b/4Jp/FLRtZ8Q/D/AMJ6Jp+n6DqF/qKx6taSWSbLa9S4gjjVLlRn5lQIwZ1KFGZT9LUUAfnn41/4Ns/2Ofi78KtW+F/7Qn7Tf7RPxPkvNOjsfD/iP4j/ABSGsX3hSEXEMz/2Ws9sba2eQQrC0jQO/lM6Ky7ia+jv2q/+Cc3wS/a/+GPwo+E/xK8U+KrHTvg98QtC8Y+GZtCvraKe5vtJhmht47oy28ivCyzMZFRY2JA2unIPv1FAHgP7bX/BOb4Jft5+L/hJ41+L/inxVpt18GfiFa+MfC8fhu+toY7q+t5I5EjuhPbyl4SYlysZjbBOHHb36ivGf2xf2lPjJ+zj/wAK2/4U/wDspa98U/8AhNfifpfhnxJ/YV1LF/wi2mXPmedrc/l20+6CDYu5W8pTvGZF7gHs1cL+0v8AAuH9pb4G+IPgdP8AFjxt4GTxBbxxN4r+HOu/2ZrWn7Jkl3Wt0UfymOzYTtOUdh3zXdUUAfmnpf8AwbHfArQ/iVqnxn0T/gp9+2lZ+MdbsorPWvFlr8arWPU7+3jCiOGe6XTRLLGoVdqMxC7RgDAr6h/bM/4JofBr9uz9iG0/YP8Ajp8S/Hsnhu2g0lJvEtjrNudcvXsNnlzT3FxbSxySyFA0rmLLszEbc19F0UAU/D2iWnhrQLHw5YSSPBp9nFbQvMQXZI0CgsQACcDnAFeJ/tk/8E9Pgv8AtweP/g78Rvix4n8UafffBH4kWfjXwpF4evbaKK71C2liljiuxNbymSAtEoZYzG5BOHHBGL+3/wD8FTv2a/8AgnJd+FdB+NHh/wAc6/r3jaO8fwv4Z8AeEJtWvr5bUwiYhUKomDcRAb3XO7jODjX/AOCcf/BRD4M/8FO/2d2/aW+BXg/xboWip4hu9Gk0/wAa6fb2t8lxbbPMJjt7idAv7wAfPng5AoA97rwf9sn/AIJ6fBf9uDx/8HfiN8WPE/ijT774I/Eiz8a+FIvD17bRRXeoW0sUscV2JreUyQFolDLGY3IJw44I94o6daACivj79jX/AILd/sbft4fts+N/2Gv2etM8Y3+t+B9Ev9VufF91plqmgarbWd/bWEzWM6XTTTjz7kBXMKowjkIbAXdq/t6f8FbvhJ+wN8bfAn7O3iD9m34y/Ezxj8RtLv7/AMN6F8IPCVtq9zJFZ4M+6KS7hkJVCX+RXAVGJIxQB9WUV8v/ALIH/BTe4/a6+LEnwpl/4J2ftQfC0R6TNf8A/CTfGD4WR6NpLeW0a/ZxcLdykzN5mVTbyEc5GOfqCgAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvK/wBtn9kT4bft5/st+Lv2SPi/reuab4b8aWcNtql74buYYb6JIriK4UxPPFLGp3wqDujbgnocEeqUUAcf/wAKU8K/8KC/4Zz/ALQ1D+xP+EP/AOEb+1ean2r7L9l+y792zZ5uznOzbu5244rzj4C/8E5v2avgV+wZpv8AwTgm0a+8afDKw0K60i4svG0sNxcaha3FxLO6zPBFCm4PM21kRCu1CCGXdXu9FAH57aZ/wbZfsSLbaZ4C8Z/tAftC+LPhdot9Hc6V8EPFHxeuLnwja+W++ONbNY1k8tD0UynvknJz9Kfttf8ABPb4Fft2/AbQf2cviXf654e8N+G/E+la3pMXguW2tHhl08n7PABLBLGsGDtKKgOAArLivdaKAOb+Mnwv0D44fCHxV8FvFl5eW+leL/Dd9ompXGnSIlxFb3du8EjRM6squFkJUsrAEDII4rm/2Qv2X/AH7Fn7NHg39lb4W6vrF/4e8EaOum6TeeILiKW9liVmYNM8MUSM2WPKoo9q9IooA8T/AOCf37B3wh/4Jwfs42n7MHwP8R+JNV0Cy1i+1KK88V3lvPeGW7naaRS9vBCm0MxCjYCB1J61Q/Zn/wCCcv7P37L9t8a9M8N3Gt+ItP8Aj58RNa8YePNL8Wz21zbG51QEXVpCkUEWLQqSojk8x8Egu1e90UAfAnw7/wCDc39ij4czp4Qtfjf8e9U+FkWqfbofgLrHxZuZfBSt5vnCNrBUV5ovM+YpLK4cj59+Tn179n//AIJQfs6fs3/8E8fFn/BNDwJ4w8Z3HgPxho3iDTNS1TU9Qs31WGHWI5o7kxSR2qQqyCdvL3QsFIXcHwc/TtFAHz3rn/BNn4GeIP8Agm8n/BL288V+LF8AR+A7fwmNXivrUax9ihVFWTzTbmDziIxlvJ28nCivTv2bPgP4Q/Zb/Z88Efs2fD/UtSvNC8BeFbDQNHu9Ymjku5ra0gSCN5mjSNGkKoCxVFUnOFA4rtqKACivGfgp+0p8ZPib+1h8YP2f/Gn7KWveEvCnw6/sX/hEPiXqF1K9l42+2WrTXH2ZGto0T7K4ET7JZsludnSvZqAPgj4if8G6/wCxV4s8V+Kr74c/Gj45fC/wn471CS98b/Cz4X/E+XSvC+uTS/64z2PlOAsg4KIyIF+VQqgAfW/w4/Zf+CfwZ/ZvtP2Tvg54Lh8LeB9O8Oy6Lpuk6QcfZbaRHV2VpNxeVjI7tI+5ndmdyxYk+gUUAeFfsJf8E9PgT/wT9/ZCsP2Jfhdfa34k8F2LajvHjiW2vLi7jvZpJZ4pvJghieMmV12+WPl4OeSfme4/4Nr/ANjnRItZ8KfBT9qT9pT4YeA/EF1LNq/ws+Hvxims/Dlz5v8ArEa2lhldkYfKQZD8vHQCv0NooA8S+HH/AATu/ZL+D/7F19+wD8Lfhn/YPwz1Pw/e6RqGmabqEyXNxFdxslzM91u85p33sTKW3A4wQFUD5r1z/g3i+Bfi7Rn8BeO/+ChH7X/iDwPMnlXPw61r48Tz6LcW/wDz7vEbcSNFjjb5nTvnmuo+MH/Bdb9nf4e/GLxV8DvhP+yr+0b8ZtZ8DaxPpXjCb4O/B651W10m8hbbLDJNLJCrFTwSm4H+EnivYf2DP+CkP7K3/BR3wLq/jH9m7xZfPeeGdRGn+LvCviHTHsNY0C7O7EN3aycoTscBlLIxjdQxZHCgHo37P/7PnwZ/ZY+D2hfAH9n34fWHhfwh4btPs2j6Jpyt5cKFi7MWYlpHd2Z3kcs7uzMxJJNfHnjz/g3g/Y617xJ4mufhJ8e/j18JPCvjS/lvPF3wx+E/xSl0nwzq00vExksTFIFWQcMkbIgX5VVVAA+9a+JvjB/wXW/Z3+Hvxi8VfA74T/sq/tG/GbWfA2sT6V4wm+DvweudVtdJvIW2ywyTSyQqxU8EpuB/hJ4oA+nP2Zf2Y/gZ+x38EtC/Z2/Zx+H1p4Z8I+HbcxaZpdozNgsxd5JJHJeWV3ZmeRyWZmJJNd7Xg/7Bn/BSH9lb/go74F1fxj+zd4svnvPDOojT/F3hXxDpj2GsaBdndiG7tZOUJ2OAylkYxuoYsjhcj9tz/gqZ+y9+wn4p0H4WePoPFvjH4ieKYGuPDfwu+GPhiXXPEOo26lg06WsRASLKsA8jIGKOF3bG2gH0fRXzr+xR/wAFIfBX7a/irXvAVp+zH8bvhbr3h6wivbvRvjN8OZdBmnt5HKLJCTJIko3Ag7WyOD0r6KoAKKKKACiiigAooooAK/E//gi/+z3+3j/wVN/ZS8SeOv2kP+Cpfx98IeEvD/xG1vSfB0Pw68dPa61qEyTB5bq+1O5W4mlt08xIIbVSkaCBzj5uf2wr8K/+CBn7dH7SX7E37FXiVPEf7BPxZ+MHw4174peILvwhr3wQ0GLW9Q06+WcRXOn31i0sUkUZaNJo7hd6nz3U4KYAB9of8EdP2mP2oNF/aW/aA/4JW/tlfFmf4h+KvgNqemXfhX4i31usd7r3h/Urfz7f7Xt4aeJGh3OSWYzlSzGPc3yz/wAEUv2cf27P+CpX7Bg+JH7S3/BVX4++FNA03xhrOn+EI/hx44a11m/aO5Jku9S1S6S4uLhFdzBFaqUjjS3DcmQ4+pv+COv7NH7UGt/tL/tAf8FUv2yfhLP8PPFPx41LS7Twp8O764WS90Hw/ptv5Fv9r28LPKiw7kIDKYCxVTJtWx/wbT/Bv4vfAj/glpovw9+OHwq8SeDdfi8ceIZ5dD8V6HcadeJFJfyPHIYbhEcKykMrYwQcjNAGH/wSP/ba+OPgj4J/tQ/B/wDba+K958QdR/ZM8davp83j24t1S+1vQbe1kuYZJwD81wEgmyxJJDIGZipdvgP4Vf8ABU79lD9trwpN+0V/wUE/4OAvjZ8FfG2t3tzPo3wj+BcOq6TpHg+0EzrbWs8kGlzjVJPLVHeRn53lcnGR96f8E6P2S/HniT9ob/gof4E+Ovws8U+HvCnxc+Jk1npGqarok9pFrOmXNjdW8txZSyoEuECy43xllBI5rg/2Ev2m/wBtr/gjl8BLD/gnz+1t/wAE1fjj8VNP+H9zdWfw/wDih+z/AOEI/EVlr+kvcSTQG4hE8b2UqCQptfnaq5AxvcAi/wCCav8AwU8+J/7Wv/BM/wDa18MX37R03xC1z4F6L4gs/B3xp0rTptHvPEOlvpV1NpuovEVjkt7xDBJuYBWBRDlmDSN9c/8ABEb4heP/AIr/APBJ/wCBfxG+KXjjWPEviHV/A8U+ra94g1OW8vb2UyyAyTTzMzyNgAbmJPFaXwe+JPxl/wCCjX7KHxO8M/Gf9kjxd8DLLxVpupeG/Dlj46urd9UvbC6sPKN/Nawk/ZCHmkQQszN+63Zwwx8X/wDBNX9r79v/APYX/ZH8N/8ABNPx/wD8EjfjV4i+K3w+jutB8N+KdF0y3XwPq8X2iVrW6n1uWZUtogjqH2pI2E3ABmMaAGt/wTC/aF+Pvj//AII5/tafE7x38cfGGt+JfDfjj4mweHfEOr+Jrq5vtLitdPD2sdtPJIZIFhb5o1RgEPK4Ncd/wTj/AGHP+CgH/BRX/gmN8PP2kPjL/wAFdvjz4O8X6l4UkPw/svA/i029lAkUkscFzrLyLJc6xNM6edIZJkCpII1ACA1u/wDBIr9nH9qj4Z/8EPv2nPhJ8dvg54n074g694j+Islto914YvLW41qW50tEjns7eaJZZop5QwiKqd/AXJ4r68/4IjfD3x/8KP8Agk/8C/hz8UvA+seGvEOkeB4oNW0HxBpktne2UolkJjmgmVXjbBB2sAeaAPi//gmP4e/b2/4LlfsSaN+0B+1H/wAFB/ij8JrfRHn8N6HY/AfV4NCutavbI+XcazqlyIXeV5ZDs+yxeVEogLjmUhfUf+CY3/BRr42eBv8AgnN+0p4l/bJ8YS+PvFf7Injzxl4Y1TxK6CG48T2+iwedDJKRkCaRt8O45JCozFmLMer/AODaf4N/F74Ef8EtNF+Hvxw+FXiTwbr8XjjxDPLofivQ7jTrxIpL+R45DDcIjhWUhlbGCDkZrgP+CdH7D/xF+J/wr/4KJfs7/HX4eeJvBmmfGf8AaP8AiBD4f1TXfD9xai90zUUaGHU7TzlQXMHzh0lQlH28MaAOb/Y0/YR/4KAf8FIv2StD/b5/aB/4K4/HTwB8RPiXpR8Q+DPC3wu1+PTfCnhyzny9hDNpoQ/bl8rynbdIjEPtZnYGRtH4E/8ABRb9p79pL/gg5+1D4q+M3imXRvjj8CNF8b+DPFHinwtcNYyy6vpens8Wp27QbDbyHzE+aPZiWJ2QICqjO/Y0/bu/b+/4Ju/slaH+wN+0F/wSO+Ovj/4h/DPSj4e8G+KPhd4fj1Lwp4js4CUsJpdSEg+wr5XlI26N2ATcyqxMa6XwJ/4J1ftO/s3f8EHP2ofCvxl8Ky6z8cPjvovjjxp4o8LeFrdr+WLV9U09ki0y3WDebiQeWnyx78yyuqlwFYgGR+xn/wAE+f2/P29f+Ccfwx/aS+L/APwV7+PHg/x/rPw10668D2HgPxV9j0e1i+yJ9kn1ZWR7nWLicBLi5llnUl53RQFVc9R+z7/wUD/aD/ay/wCDZf4gftceNfGV7pXxS0T4Q+MrPUPFGgXBsbkanpsV5DFfwvAVMEzLHFKWj2hZCxQKAAPr7/glT4N8X/Dv/gmZ8APAXxA8K6loWu6N8HfDtlrGi6xYyWt3Y3MWnQJJBNDIFeKRGBVkYBlIIIBFfAn/AAT9/Zp/aN8Gf8GwPxl+AHjD4AeNtJ8eap4V+IcOmeCdS8K3kGr3clyt19nSKzeMTSNLuXYFQl9w25zQB9O/Bzxvr/j3/ggx8MPiL8WP249X+E1/qnwV8Kaj4n+N2o6jDPqFluhspbqZri/LK1xcr5kHmvuffc7lDOFB/MH9on/gpp+yf+xr4ab9or/gnZ/wX+/aE+L/AMQvDGq2kt58L/jGur634e8WWv2iNLm1WWTSoLeybymkcSrJ/BtQqzK4+sP2wv2H/wBqz42/8G8v7Mnwu+HXwL1DXvFvwssvAPiPxn8INagayu9ftNO04x3mjywzhSJN0qs0LjcTAVCl9qnkP+Cr/wC1b+2v/wAFFv8AgmH42/Zj/Y6/4JD/AB68BacdNsH8Xt8QfAI0ydba3vbeRdO0XT7ZpZ9QleVI8ukaJHBHKxAJG0A/RH9tO0/bd/aL/Ynt9X/4Jj/Gbw58PfiP4hi0rU9C8ReMrSOa0gsZNk00bq9leKXaJto/ctz3XrXvnh6HWbbQLG38R3cdxqEdnEt/PCMJJMEAdl4HBbJHA69B0r5h+O37Sfx4/YU/4Jn+D/ix8Jf2M/F3xj8YaJ4Z8O6fJ8M/Dsd1DqTF4IYpmKw2lzKhh5Lr5JxtIJXrX094e1K71nQLHV7/AEuSxnu7OKaaymzvt3ZAxjbIBypODkDp0FAHLfGb9pL9nb9nGxsdU/aF+PngrwHbapK8WmXHjPxTaaXHdyIAXSJrmRBIyggkLkgEZ61Z+D3x4+Bv7RHhmfxp8AfjN4T8c6Na3zWN1q3g/wARW2p2sVyqJI0DS2zuiyBJI2KE7gsinGGGaPxw/Zf/AGaP2nNP0/Sf2k/2d/AvxCtdJmebS7bxx4SstWjs5HADvEt1E4jZgoBK4JAGelVPB3wi+An7Gnwf8QQ/s4/s2aF4Y0Wyiu9cufCHwv8AB9rYtql2luu4xWtqkaTXUiQRRKT8zbI1zgDAB8K/tY/8rQ37Kn/ZD/FP/orUK/S+vw7+Nv7fXx1+Jf8AwWN+C3/BRDRP+COP7aUPg74b/DrWdA1rSbr4DXQ1O4uLxLpY3gRZDE0YM67i0ing4B4z+pR/bQ8deIf+Cf8Aq37bHgH9jb4nDxDa+F9S1TSfgt4v0KXSvE95cWsk0aWUltGlw8UkxiDR7UkJSVGCnOKAPG/+DjX4M/GH48/8EbvjJ8P/AIHaRfalrYsNO1GTStNjZ572zs9Stbq6jRV+ZyIYZH2DJby9oB3Yrw/4j/8ABX7/AIJT/EH/AIIlXvgPwH8YvCOral4h+CB8J6B8FNNnjm17+05dM+xQaYNMTM67JyqeaE8sBN6uVwT91fC/9pX4uePf2GLH9qzXP2UfEui+NbvwHLr0nwauJ2TVo75IHkXSt9xDARO7KIwZIo/mcZUV+fvxe/aN8fftKaP4m8B/sAf8EAviT8O/jl480u70a8+LvxZ+EWl+F7Hw8l3G0NzqDaqjyS3jRo7uqJy5A4c/u2AOr/4IdftzeDf2ff8Ag3C8DftXftP+KZYNB+HOha1a3F5IwaW5t7TVru3srWEMRvkZRBaxJkZYIOK+Lf8AgsF+zZ8Wv+HL3xF/4KP/ALYmhm1+Nfx8+IfhvULzR5st/wAIb4aSWQ6X4fh3AGPy4iss/Cl5nO8Fo9x/S2+/4IW/s9eNf+CWfww/4Jd+Ofin410nQvh3dWOrHxN4C1CDT7+71iJriea4Vp4J1jSS6up5gu3cp2Yf5cn4V/4Lp/8ABC34u+A/2BtQ8Qfs/fteftp/tB+Il8Uaakfw58W+P7jxZZzRM7b7k6fbWQkZohgiTOEzk9aAP3Koryv9jv8AZZi/Y9+DUfwbh/aE+KHxNWPUp7z/AISj4veLP7a1hvN2/uTc+VHmJNvyLt+XJ5Oa9UoAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPjv/gv38TviT8Gv+CQPxs+Jnwg+IWueFPEmlaHYyaX4g8N6tNY31m7apZozRTwMskZKMykqwyGI6E189+BP+Cav/BSP9pL9jPw1+1drH/BXX43+GvjrrHgWy1zw34Z8OeIYrbwbp8z2iTWunXWnmJmvTtKRzXM0rs8haQhxlW9p/wCDkT/lCV8fP+xf07/072VeH/C3/gqD/wAFDPgX+w/4Q/Zvi/4JO/Gjxl8Z7T4e6fpfg/xl4R0SC98Eaufsccdlqs+piUG1Vk8uaWCWNCr7kLIPmUA5T48/8FQ/jn+1n/wat+LP26/DXjTVvA3xQtNOsdM1zWvB2pT6Zc2mp23iKzs7ia3lgdZIBPF85VWG1bho+QDnpPit+wN/wUM8TfsEXP7d+vf8Fc/jfoXxq0f4Zf8ACXWHhbwvr0Nr4LtZILD7WmmSad5Ra8G1fJa6nlkaR8yurZKHm/jx/wAEvPjp+yZ/wateLP2FfDfgvVvHPxRu9OsdT1zRPB2mzanc3Wp3PiKzvLiG3igRnnEEXyFlU7lt2k4B4/Qr4neE/FV//wAE2vEPgWw8M6hPrc/wPu7CHRobJ2upLo6O8Yt1iA3mUudgQDdu4xmgD46/aH/4LafEX4Rf8G/ngH/gpDbWGkW3xI+Iui6To2mzXlqzadaa7cmSK5vWiUMTDGLa7uFiAbJREOQTXxF48/bw/Yu8GfCvUfjP8I/+DpH9oHXfjtp2lyahYWmtaHqreDtW1NEMgtP7EbSRDbwSuPLGZGEYfcQwG2vqfwl/wS+/aB/a0/4NqfhB+yzZ6HqHgT4w+BLe08T+FNK8Y6dLp8tprVjf3UkdvdRToHhMkMsiAuoCtKjEFQc+w+FP+C137Umi+E7XwX8Zv+CIH7VKfFCC3WDVLHwl4Hgv/DUt4Bhmh1j7SIxAzAkMVbaCBl8biAeM/t5/8FG/jb+0D/wRZ/Zc/bX+GXjrXfh/4i+Ifxj8H23idvBuuXOn+YWlvLe/tQ8Miu1rJNA58p2YFQobcRmvsj/gtz8QvH/wo/4JP/HT4jfC3xxrHhrxDpHgeWfSde8P6nLZ3tlKJYwJIZ4WV42wSNykHmvKf+Cv37Nv7W//AAUK/wCCUGgaz8PvgmPDvxk8Oa3oHj+z+GV5rUN00WoWbF5dMN0hWOWRY5ZQGG1XeMKNu7I8C/4KWftx/t2/8FHv+CafxJ/Z3/Z6/wCCRnx/8GeINT8ML/wm958RvCBtIbeGOWOSa00iKJpLnWLiZk8lPLhQBHMrbduKANf/AIK6/tHftUfDT/gh/wDsx/Fr4EfGTxNpvxB1/wAR/DqK41m28T3lrcazNc6W7yQ3lxDKss0U8oUyhmO/ktk81R/4Ke/s9/t7/wDBMz9lS+/4Km+DP+CrHxj8b/EDwDq2k6h468EeJtTtx4K162ub+3tLi1tdHihRLKMG4BU7pHCK2GDlXXov+Cnv7PXx98f/APBHP9kv4Y+BPgd4w1vxL4b8cfDKfxF4e0jwzdXN9pcVrp5S6kuYI4zJAsLfLIzqAh4bBr37/g4c+FnxO+Nf/BHH40fDD4NfDnXvFviXVbHR10zw94Y0ea/vrwprdhI4iggVpJCsaO52qcKjE8AmgD51/a6/ZQ/4KFH9grxN/wAFTpP+Cp3xh8NfF/w78Pp/iHH8P/DGsQW/gXT7e3tDqD6ONLEP+liOBWh+0TyOZXXe6EMVrtv24/8AgrN+0B4c/wCCQHwH/aD/AGctN0zTvjH+01ceE/DXhKS4gEtromr6xa+bPciOQMHWJkkSMOGAaSNmVwGU/Rn7YPgLxz4m/wCCN3xS+F/hvwXq2oeJdQ/Zl1vS7Dw7Y6dLLfXN9J4emhS1jt1UyPM0hCCMKWLEKBnivj34rf8ABOX9qP8AaJ/4IHfsw+FPg/4Pn0T45fAi08I+NvC/hTxXbNp802q6bbFZNNuFn2G3kIkYgSbP3kSKzICzAAZ+2b+wn/wUA/4Jt/sma3+31+z5/wAFcPjp8QPiF8NNMHiHxp4W+KWvx6l4V8SWUBD38MOnGMfYF8rzHXbI7AJtVkYiRZf+CyP7cf7RXxD/AGD/ANi79pv9iL4g6t4L8Q/GD43+CZ7DT7fXbq1trsajp1xOul6j9meM3NoZjGk0R+Vwh46VF+2Z+3b+39/wUk/ZL1z9gX9nz/gkf8dfh/8AEL4maWPD3jPxT8UvD8em+FfDllOQl/NDqRkP25fK8xF2xoxD7lVmAjbpf+CnH7EHxE+G/wCzH+wT+zT8A/h54m8a2Xwd/aP+HkOt32gaBcXbWumadaywT6ndCFX+zw5Ad5XwiGTkjigDh/8AgqB+zh+3P/wS4/Zgv/8AgqJ8Lf8Agq/8b/HvjPwBq+lX3jnwX471i2fwl4itbm/t7SeC30mCFItPQtcAgKzsiKwVg+1x7L/wWy/aK+KPhTwh+xt4y+CfxQ8TeE7fx1+1j4IstaTQNcnsW1LSruO4eSxuvIdfPgcbd8T5RtoyDiu7/wCDhz4WfE741/8ABHH40fDD4NfDnXvFviXVbHR10zw94Y0ea/vrwprdhI4iggVpJCsaO52qcKjE8AmvLP8Agrh8C/jb8Sfgj+w1pPw6+DnirX7rwj+0z8PtU8V22i+Hrm6k0WxtraVbi6u1iRjbQxEgPJJtVCRuIoA9S/4LJeKfgV4L8H+DfEn7Sf8AwVd8bfsy+D4ZtQS+tfhzqcNnrHiqZhbGIRSi3uLoLbBJdywRNn7UC5G1M/Cv7C3/AAVB+EXwk/4KdfCH9m39j/8A4KrfFX9pj4V/F+XUdI8U6J8atN1KbVvC2ox2/nWN5a6jfWNqZ45ZA0TRKCEUMzBiUZfoX/gqT8M/jr8C/wDgrh8Gf+CnNr+xf4u+Pvwy8M/DO98Kar4W8A6Kmraz4Z1R7qedNWtrByDK7xzJFuUjaIm3Oh8vd5j+0d40/b0/b6/4Kl/sa/tEQ/8ABPn4pfD34O+BfiDqItz4x8OONZWWW3hNxqOqW1t5yaVagJDFD58gaRhM3TAAB+hHx4+Hv/BQjX/20/hF43+APx08K6H8ENHh1AfGLwdqlnG+pa67xsLQ2rtYysgR9pbbcQZA/i6V79XgPx4/a7+Nvwm/bT+EX7MXgv8AYy8VeMfCPxFh1B/FPxW0t7kab4MNvGzxLdCOzkiJmICr5k8PJ43dK9+oAMDOcV+aH/BqX/yjR8Q/9lw8Uf8AoyCvrP8Abs/btvP2HtK8N6pZ/sY/HP4xHxFcXMTW3wS8BHXZdL8lYzvu1Esfkq/mYQ87ij9MV+cP/BvN+1X8cf2RfhJp/wCxL8bv+CWv7Vmk6p4x+L2o36eMrz4NXNtoGk22oSxCOW9ubh42hSMKTI2whRyC1AH7NV8Pf8Fa/wBoP4n/ABE8S+Ev+CTH7IniWSw+KfxwtpW8VeI7Ll/A3glG2alq7kH5JZF3W1vkrukdtrK6pn2P48ftd/G34Tftp/CL9mLwX+xl4q8Y+EfiLDqD+Kfitpb3I03wYbeNniW6EdnJETMQFXzJ4eTxu6V5B+1F/wAEL/g7+0z+1x4k/bT0z9tn9pL4XeMfFekWOmawPhB8SLfRLaW1tIUjij4snlZfkDlWkZd5JAGcUAfNv7DXwH+F/wCzB/wc6eMf2e/gv4bj0jwt4Q/YnsNM0Wwj5KQx6pow3O38cjHLu55d2Zjkkmvbv+Clv7FP/BRH4qf8FI/gP+2x+wXY/C03vwq8IeIbG5m+LGqXsWnGbUYvs4UxWCNcSERSSONuxcqAW7V8ifBn/giT8XtA/wCC9vibSdQ/am/bGXwDo/wXtNU0/wCON743uBe67qKajpxOgXOsmzEN1alDI7WQw/8Ao4bOENfov+2J/wAFG/ij+x58abfwPL/wTb+O3xR8H3fh+C9h8b/Brw3FrpivGlnSSzms/MikjKJHE/mBmDCYAKCvIB5B+z1/wVG/bS+EX7dvhb/gnX/wVi/Z78DeGPEvxJ0+6ufhb8SPhTqt1P4d1+a2QvNZmO9zPBKFHV2B3PGpQCVHP6CV+VumeDv2xP8AgsD/AMFSPgZ+1f44/Y18b/Az4H/s5S6nq2jt8VrOPT/EXifV7tIlCCxV3a3iVre3bLErtST5yzqqfqlQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFflX/wUw8Wft0ePf8AgvH8FP2O/wBlX9q7xL8ONC8bfBC/m8VXFheyTWthbx3l49xfw2Lv9me/MUK28M8kbmJplYfcBH6qV+RH/BT7xx+0T8Lf+DjT4DfFP9mn4St4+1jw5+z5qd5rHge3v47a71rSvt19FdxWjyYQ3KJIJ40ZlEjQBM5YAgGv+0Zo37VP/BDT9pH4IfGvR/29vi98Zvgp8U/idY+AfiT4U+NviVNbvNLur9XNvqNjciKMwqgimdolVQfLCksJB5el/wAFA/En7cXxK/4OAvhl+x5+zN+1v4m+G/hfxV+zjcX3iyTT7x7iCxhTVL/zr61sZWNqdRdYobaO5kjcxLKXAJjUVm/tG61+1T/wXL/aQ+CHwT0b9gj4v/Br4KfCz4nWPj74k+K/jb4aTRLvVLmwWQW+nWNsJZDMriWZGlVmA8wMQojHmeyfEr4N/F6//wCDlH4dfHax+FXiSbwRY/sr32k3vjKLQ7htKt9QbV7qRbR7sJ5KTlGVhEWDlWBxg0AeU+IvDX7Tv/BIb/gpt+zn4H0n9vb4v/GT4UftCa7qXhbxP4a+NXiZNavNK1KOBJLa7s7kRR+UpkkXMaooCo4O7epj5P8A4K8/8FY/Bem/8FHW/wCCdfxO/wCChGv/ALMnwx8IeDbbWPHnjfwRot1ceI/EOqXeySDS7O4t7a4NhGltIkzThMliUIIxX0F/wV7+Dfxe+Jf7cn7DXi34cfCrxJ4g0rwl8cLi/wDFep6Jodxd2+i2pggAuLuSJGW2iJBG+QqvB54rl/2ufgv+1v8AsEf8FV9Q/wCCr37MX7N+tfGfwL8SfANr4X+MXgPwhLGdf06a0MYttTsYJCv2seXDFH5Knd/rM4DK6AHy7+yB/wAFVPgl8BP+Cjnwb+Af7G//AAVr+Jf7T3wy+LuuS+HPGHhf4y29/d6x4ZvpFAsdQtNSu7K2LxvM3lvBggKGJDFlaP7K/Zc+Mnxe8Qf8HCP7UHwW174q+JL7wd4f+FfhO70Hwnea5cS6ZptxNbwGaa3tWcxQu5JLMigsSck5rtv2fP8Agqb8bP2ofjn4c+GXgD/gk9+0T4O8NXtzKPFfjr4y+GbfwxbaLAsMjq8ULzSyXrNIscWxNuPM3ZIXnwr9pay/ac/4Jw/8FnfE/wDwUO8J/sc/Ef40fCn4y/DDTvD/AImg+EeiDVdb8P6tYPGsTmy3q0kLRRL82VGZW+YGMK4B3/7Ufxk+L3h//g4R/Zf+C2g/FXxJY+DvEHwr8WXeveE7PXLiLTNSuIbecwzXFqriKZ0IBVnUlSBgjFeKeK9O/bh/ay/4L+/tAfsc+Af25fiF8NvhVpfw18N6nrw8La0zXlkrWlti30hbjzLfTZriWVpJbpITJtgKj/WE0eFL39uX9q//AIL+fs/ftkfEP9hzx/8ADf4V6b8NfEmm6APEujs95YK1pdf6Rq724kt9NmuJZVjitXmMm2EMeZAK9r/Zc+Dfxe8P/wDBwj+1B8ade+FXiSx8HeIPhX4TtNB8WXmh3EWmalcQ28Amht7pkEUzoQQyoxKkHIGKAPnTT/D/APwUl/Zn/wCCpzf8Ea/hh/wUT8feJvAPxU+G0PjWz+J/xIuota8W+C7CG4uoL2CzuZYwk087W6xK8iFIVuFkRN8bb/QfDOl/tK/8Epv+CvnwG/Znn/bj+LHxk+E/7SekeJLO40v4zeJF1nUdC1fSrRLpbm2uRHHsjcywx+UqqoDyEhiEK+lfEr4N/F6//wCDlH4dfHax+FXiSbwRY/sr32k3vjKLQ7htKt9QbV7qRbR7sJ5KTlGVhEWDlWBxg0v/AAUv+Dfxe8ef8Ffv2BfiZ4G+FfiTWfDfg3XPH0ni/wAQaTodxc2OhpcaXYJbteTxoY7YSujqhkZd5RguSDQBwfxt8c/tV/8ABUP/AIK1fEb/AIJ5/Cb9rDxr8Fvg78AfDGlXXxB1v4XXyWPiHxHrWpQrPBbxXzIzWsKRM4O1TloJNyvvRoj4IeOv2q/+CXv/AAVr+Hf/AATx+Lf7V/jT40/B34++F9Vu/h7rnxQvkvvEPhzWdNhaee3lvlRWuoXiVANwGGnj2qmxzKfG3wP+1V/wS7/4K1fEb/goZ8Jv2T/G3xp+Dvx+8L6Va/EHRPhdYpfeIfDmtabCsEFxFYs6tdQvErk7WGGnk3FNiLKfBHwN+1V/wVD/AOCtXw6/4KG/Fr9k/wAa/Bb4PfALwvqtr8PdD+KNilj4h8R61qULQT3Etirs1rCkTIRuJy0Ee1n3usQBwvgvw5+3L+2p/wAFuv2xf2UtC/b2+JXw7+EPhaPwfc6knhLXmOp2LS6OjRWWjvc+bDpMc8j3E9xNDF5jtbxLkB3Neh/sR+IP2mv2D/8Agshq/wDwS3+Jv7W/jv4z/Djxp8Fh4/8AAetfFDVBqOvaJdRX7Wk1pLebVaeN1jmfkBRiLaqnzC3Z/wDBPn4N/F7wX/wWy/br+K3jH4V+JNJ8LeL/APhAP+ET8SanodxBp+tfZ9HljuPslw6CO58pyEfy2bYxAbBpPiV8G/i9f/8AByj8OvjtY/CrxJN4Isf2V77Sb3xlFodw2lW+oNq91Ito92E8lJyjKwiLByrA4waAF/4J8/GT4veNP+C2X7dfwp8Y/FTxJq3hbwh/wgH/AAifhvU9cuJ9P0X7Ro8slx9kt3cx23muA7+Wq72ALZNfNn7d/wAY/wDgnp8P/wBo/wAa6H+03/wcn/tG+E/GZ8S301j4M+EGu3CaZ4Wjad2g02W00nTLkSNboUhcTSiR/LJcKxOPpP8A4J8/Bv4veC/+C2X7dfxW8Y/CvxJpPhbxf/wgH/CJ+JNT0O4g0/Wvs+jyx3H2S4dBHc+U5CP5bNsYgNg180/8Et/iX+1R/wAEf/hv4x/Ym+KP/BIn43fET4kv471W/wBO+KXw38L211onjdbmbfb3N9rEsqLaZBUHzN5jQAsquGSgD6Q/4N6f+Cg3jn9uX9nf4h+FfiN8ZB8Sr34UfEq78N6P8TDocmmzeK9F2LLYX9xayIjwXDIXV1ZQ2EUtucsx+g/2C/h7/wAFCPh/p/xEj/4KA/HTwr44uNS+IV5d/DiTwtZxwjSvDjBfs1ncbLG03TIQ25iJTyP3rdvlH/g3q+Dn7YPwy+Iv7W/iz9tH4Qal4U8U+NPjpLrTPJpVzDpt80qSPK2nTzRoLu1R38tJk3KwUHJzX1d+wX+138bf2ttP+Il58av2MvFXwbfwZ8Qrzw9oMPil7knxLYwhTHqtv59nbfuZdxC7BKvynEjUAe66zrOj+HNHu/EPiHVbaw0+wtpLi+vr2dYobeFFLPJI7EKiKoJLEgAAk15j8Nf28f2HPjP42svhr8Hv2zfhR4s8R6l5n9neH/DXxE0y/vbry42lk8uCCdpH2xo7ttBwqMx4BNem65oei+J9FvPDfiTR7XUNO1C1ktr+wvrdZYLmCRSjxSI4KujKSpUgggkEV5T8Lf8Agnt+wL8DvHdj8Uvgp+w98H/B/ifS/N/szxH4W+Gmlaff2nmRPDJ5VxBbpJHvikkjbaw3K7KcgkUAehePfHfw4+Cnw/1n4mfEXxJpnhvw1oVnPqWuavqEyW9taQruklmkY4A53MT1JPcmvzb/AOCH+geKv2q/2+P2nf8AgsToXgW98J/C74w3em6F8MbC+tDby+ILXTokgl1l4iBtWVoFZW5Jeadc5QlvCP8AgpZ+0J+0p+2d/wAFA774AftZ/wDBOz9rG+/ZS+FviGTyPC/wl+DeoaiPihqlrNtS5vbvdDH/AGZuXfEkTPvUK2Qzq0X6O/sH/t/+Gv2oteuPg34R/wCCfn7Q3wZ03wx4djl0+f4s/CE+GtJMEbxwR2do3mupkVWBWJVAEcbEcLigD6crB8e+O/hx8FPh/rPxM+IviTTPDfhrQrOfUtc1fUJkt7a0hXdJLNIxwBzuYnqSe5NeP/Bn9rv42/Ez9un4r/so+Lf2MvFXhXwZ8PtN0+58M/F/UXuTpni+S4hhklhtQ9nHEGhaV0bZcTHMTZC8gfmJ/wAFLP2hP2lP2zv+Cgd98AP2s/8AgnZ+1jffspfC3xDJ5Hhf4S/BvUNRHxQ1S1m2pc3t3uhj/szcu+JImfeoVshnVogD3f8A4If6B4q/ar/b4/ad/wCCxOheBb3wn8LvjDd6boXwxsL60NvL4gtdOiSCXWXiIG1ZWgVlbkl5p1zlCW+b/wBir9on9vX4vf8ABZX9tuT9iz4B+AvEnxQg+Ir+H7z4j/GDU7uLQfCPhrSrm4sbSwjjslNzJLdvb+Z5cZRT9j3tu5K/pt+wf+3/AOGv2oteuPg34R/4J+ftDfBnTfDHh2OXT5/iz8IT4a0kwRvHBHZ2jea6mRVYFYlUARxsRwuK+UrrwH+0Z/wRv/4Kd/HT9qvwD+xn8QfjP8E/2kzp2s6uPhBo6arr/hnX7Xz/ADEewMkbTQTPdXMvmKcL5iDOUIYA9h/YM/4KdftL+Lv22fFH/BMX/go98DvC3gr4x6L4WTxP4b1vwBqNxceHvFmkFxG81qLr99EysT8rklvLmBCGIhvuivzM/Yt+Dn7VX7df/BYe9/4K7fHj9mbxP8GPAXgz4Wf8IP8AC3wl49gS28Q6sZJ5ppb27tVZjaqv2m5Gxjzvi2ltjtX6Z0AFFFFABRRRQAUUUUAFfN//AASy/wCCfX/DtH9l+b9m7/hbn/Ca+b4w1XXf7Z/sD+zcfbZvN8nyfPn+5037/m67V6V9IUUAFFFFABRRXjP7en7d3wF/4Jz/ALOmo/tKftC6lfDSrW7hsdL0nR7YT6hrOoTZ8ixtIiyiSZ9rEAsqqqOzEKpIAPZqK+GvhN/wUt/4KYeMvFPhvUviV/wQy8feFPAXiPVrO1HiZPipo99qmmW9xKsYurvR1VLmBED75FJLRqrEjjnrP28f+CrVp+yt8ePCv7Gn7PX7NXiT44fHHxjpT6tpvw88Nanb6fFY6YjMhvb+/uAYrOJmR1VmUglDu25TcAfXNFfGH7I3/BXLX/ip+1gP2Cv21v2OvEf7Pvxi1DQ5NZ8K+H9Y8SWmt6b4ksowzSmx1G1VY5pUVJHaMLwsb/NlGUdx+xr/AMFEv+Gn/wBqv4/fseeOfg9/whHjD4GeKLW0Ns3iD7cNe0e8jaWy1WPNvCYRJGqs0P7zy/MjHmNuFAH0vXN+AvjJ8IfirqWv6N8L/ir4b8SXnhTWJNJ8UWuga5b3kmj6hH9+0ulhdjbzr3ik2uO4rwzVP+CiRuf+CqWmf8EyPh98Hv7dlt/hlL4z8feNh4g8mPw1AZTDa232X7O/2iWVzCcGWLak4cB8EVwP/BKL4x/s7+P/AIv/ALW9r8H/ANmi2+G114T/AGidZ07x3rP/AAl8+or4q1OIkzau6Toi2O/BJgQsi9moA+1a5vwF8ZPhD8VdS1/Rvhf8VfDfiS88KaxJpPii10DXLe8k0fUI/v2l0sLsbede8Um1x3FfB/gf/guX8fv2k9W8Q/EX9g7/AIJQfEH4w/BXwxq9xYXfxTsfGum6VNqxt2xPJpWmXYEuoqMHYEkVmOFKo52jjv8Ag2u+LPg/49eMf2zvjd8PprmTQvF37UGq6xo7Xto0E32a5QSx+ZE+Gjfa4DIeVOQelAH6i0V4D/wT+/4KM/BL/go/4Q8ceNfgf4W8VaVa+APiFfeDtYj8V2NtBJNfWscMkkkIt7iYNCRMu1mKsSDlBxn36gAoor8hf+Dk7/glN+z7rP7IPx6/4KJ+LviN8S9b8ZWmmaXdaBoGqeNZG0DRHW4sLE/ZLFEVUDR7nYOz5kkduMgAA/XqivL/ANiH/ky74Q/9kv0D/wBN0FeoUAFFfhtr3hr9in9rT/gr7+0v8Nf+C+vxufRrPwfrFpH8BvAfjz4i3Xhjw3J4eYTbb61kjuLeOaZkW3ZsSAl5Jchyp8r3j/ghHY3Xg39uT9on4XfsbfE3xT4x/Y70a10sfDfWNd1a41HTbXXmRDeWekXlwSbm2QmcOyMy/LCSzFhJIAfqjRX88/j2D/ghW3/BYn9s+b/gsylo1wPHegr8PftP/CREhDp7/bTjRui5+yZabgZG08tX6+f8Ep/gr/wTH+E37O11rf8AwSni8PN8PPFOtNf3t14c8TXmpxS36xRxOJGu55ZIJVjSMNE2wrwSoJyQD6cooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA8P8A+CkX7Gn/AA8H/Yk8ffsc/wDCx/8AhEf+E40+3tf+Ej/sf7f9i8q7gud32fzofMz5O3HmLjdnJxg+ofCbwL/wq/4V+Gfhn/an27/hHfD9lpn23yPK+0fZ4Ei8zZubZu2Z27jjOMnrXQUUAFFFFABRWZ408ZeFfhz4O1b4g+OtfttK0TQtNn1DWNUvZQkNnawxtJLNIx+6iIrMT2ANfAHw7/4LVftkftU6VP8AF/8AYD/4I1ePPib8JRdzRaX8QNf+Jek+F5dajidkeeysL1WkuIiysFbcM4KkK4KAA/RKivmL9qn/AIKjfCz9i/8AYq8NftcftBfCvxho+r+Lxp9l4e+FCWCS+IbzW7uPdHpKxK20zKQ4dt20CMkbiVVvC73/AILhftAfs7eJvCWp/wDBTL/gln4w+Anw68bazBpWkfEo/EHTfEVnp11PzCNThtER9OUgEkuWZcN8p2ttAP0Ror5n+NH/AAUUHwH/AOCkvwm/YN8e/CAQaF8ZfC+p3fhD4k/8JDiN9YsQ0k2lPaG3wCYfKdZvP+Zp0QR5OaX/AIKV/wDBRI/sBeHfhrYeE/g9/wALC8b/ABZ+JuneDPBng1fEH9mG4nuSd9y8/wBnnKRQjZuPlnmVMkAkgA9zu/jJ8IbD4q2vwJvvir4bh8b32jtq1l4Nl1y3XVbjT1cxtdpaF/OeAOrKZQpQMpGciukr4t8e/Fn4AWX/AAXv8C/BbU/2YIbz4l3n7Od5qmnfF4+LLhHsNKXVLlG0oacE8mQNIry+eXDjftxgZqt+1D/wV78c+Dv2v9Q/YO/YM/Yg8Q/tC/EzwxpMGpfEC207xdZ+H9K8Mwzqrwx3GoXaPH9oZGVxFhchgAxYOqgH1vd/GT4Q2HxVtfgTffFXw3D43vtHbVrLwbLrluuq3Gnq5ja7S0L+c8AdWUyhSgZSM5FdJX4/fAH9rO9/ay/4OZfBOq+Lvgb4m+GfjHwj+zBqeg+OPAnisRvcaVqC6nLcAR3EJMV3byQXMEsdxESrrIOhBA/QPQ/+CjPwS8Qf8FGtZ/4JiWfhbxUvj7Q/h6vjG71eWxtho72LSwRCNJRcGYzbrhDtMIXAb5+ACAe/UUUUAFFfNv7f/wDwS7+BX/BSK78Kw/H/AOJfxKsNF8Lx3iN4X8GeM5NL0/WPtJhJN8kaF5ynkgR4ddolk67uPln/AINM9JstB/4JdavoemRlLay+M/iSC3QsWKojW6qMnk8Ac0AfpxRRX5g/8FNNQ8a/8FBf+CvPwr/4I6N8R/EHh74T2Xw4uviJ8Zrbwtqsljc+IoBPJb2umSzxEOsAkSJnVSAwuc/fjjZAD9PqK/If41/s+eCv+CCX/BQ/9mvxp+xBqniDw78F/jt47X4efEz4XX/ia91HS4766MaWOpwfbJZXimV5Hd23ZCwFVwsjg/Z37ZP/AAR//Zc/4KA/HC2+K/7Wfin4heJtBsfD0Gl2fwxtvHd7p3h1Xjmnke9e3s3id7l/OVGfzACkMYIOKAPqqivyE+Hvwb8Pf8Enf+C9/wAFf2Lf2BvHniWL4YfGPwNrN/8AEX4O6j4lutUsPDy2tvcyW2p25upJJLbzJYAu5mJby5E3ESKq/r3QAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV83+O/+CfX/AAm3/BUfwN/wUo/4W59m/wCEM+F994P/AOEL/sDf9s+0Tyzfavtnnjy9vm48vyWztzvGcD6QooAKKKKACiiigAorxn9vT9u74C/8E5/2dNR/aU/aF1K+GlWt3DY6XpOj2wn1DWdQmz5FjaRFlEkz7WIBZVVUdmIVSR4B8Jv+Clv/AAUw8ZeKfDepfEr/AIIZePvCngLxHq1najxMnxU0e+1TTLe4lWMXV3o6qlzAiB98iklo1ViRxyAfctFfI37eP/BVq0/ZW+PHhX9jT9nr9mrxJ8cPjj4x0p9W034eeGtTt9PisdMRmQ3t/f3AMVnEzI6qzKQSh3bcpuyf2Rv+CuWv/FT9rAfsFftrfsdeI/2ffjFqGhyaz4V8P6x4ktNb03xJZRhmlNjqNqqxzSoqSO0YXhY3+bKMoAPs+ivmj9jX/gol/wANP/tV/H79jzxz8Hv+EI8YfAzxRa2htm8Qfbhr2j3kbS2Wqx5t4TCJI1Vmh/eeX5kY8xtwo1T/AIKJG5/4KpaZ/wAEyPh98Hv7dlt/hlL4z8feNh4g8mPw1AZTDa232X7O/wBollcwnBli2pOHAfBFAHufgL4yfCH4q6lr+jfC/wCKvhvxJeeFNYk0nxRa6BrlveSaPqEf37S6WF2NvOveKTa47iukr4q/4JRfGP8AZ38f/F/9re1+D/7NFt8Nrrwn+0TrOneO9Z/4S+fUV8VanESZtXdJ0RbHfgkwIWRezVwHgf8A4Ll/H79pPVvEPxF/YO/4JQfEH4w/BXwxq9xYXfxTsfGum6VNqxt2xPJpWmXYEuoqMHYEkVmOFKo52gA+8PAXxk+EPxV1LX9G+F/xV8N+JLzwprEmk+KLXQNct7yTR9Qj+/aXSwuxt517xSbXHcV0lfl1/wAG13xZ8H/Hrxj+2d8bvh9NcyaF4u/ag1XWNHa9tGgm+zXKCWPzInw0b7XAZDypyD0r7H/4J/f8FGfgl/wUf8IeOPGvwP8AC3irSrXwB8Qr7wdrEfiuxtoJJr61jhkkkhFvcTBoSJl2sxViQcoOMgHv1FFfhr/wXx/4JS/s+/su6d8Nv2ytD+I/xL8WeO/Fv7VegQXN9468ayahBYWt5Le3UlrawBEjhiV4olQYZlRAu48kgH7lUUUUAFFfzUf8E/tM/wCDbC/074mWv/BWL+yx8VLr47+Jo7OS/uPFEappf2hPs+99MItYl8zz8GQq3BycAV+5nwV0v9k/9ir/AIJwXviT/gn7oGjXvwx8J+CtZ8S+DLLQdfm1SzvgEuL5xHcyTSvIJJi+fnOCxUYxgAH0XRX41f8ABJ//AIJMfs4f8FaP2GtH/wCCi/8AwUW8Y+NfiV8W/irf6tfweKY/Hmo2J8JpDqFzaQ2+mxWsyQwiP7OHCvG6Ix2Bdi4P0P8A8G7P7XnxW+OfwN+K37L3x0+KF3448Tfs8/FnUvBUPjXUJTJc65pMUjrZ3M7kkyS5inTeSSyRxlizFmIB+h1FFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRXM/Fb41/Br4EeHofF3xw+LXhnwbpNzerZ2+qeK9et9Ot5bhkd1hWS4dFaQpHIwQHJCMcYU155L/AMFJP+CdkAzN+3v8Fkx13fFPSB/7cUAe01+ZP/ByA6fDvU/2R/2pviBYzT/DH4X/ALTWian8R5VgaWLT7Z5E8q9mQA5jjMci5I5aVU6uAfsOf/gqB/wTStc/af8Agof8DI8dd/xb0Yfzua5z4g/8FH/+CPXxS8G6n8Nfij+3x+zbr+gazZvaaxoet/FXQLm1vIGGGjlikuSrqfQgigD3SH4u/Ce48HaZ8RIPid4efw/rT266Nri61AbO/adgsAhm37JTIzKqBSdxIAyTX5v/AA08UeG/gH/wdOfFi2+OWp2+kTfGD4EaKnwm1HVJBHHfrbNax3Vhbu3BlaW2ml8sHJ8knGSuW/Cv9mP/AINMfgr8WdO+N/w3+KP7MVj4j0fVY9S0m5n/AGgLe6gsruNxJHNFa3GqPbxsrqrLtjG0qCMYFez/ALX/AMbP+DfD9vnwXaeAP2vf2sP2ZPG+nadM0umNqPxj0iK5sXYAOYLmC9SeDcFXd5bru2rnOBgA8a/4KfeJ/Dfxu/4LufsN/An4Malb6n45+HmseI/E3joabIHk0PRHtbbAumX/AFQmFvKqq+D8ycfvV3W/+CjWtaR/wTl/4LRfAD/gpLqeoxaP4A+L+kXPwk+L2pTOI7a3nP8ApWk3czH5QfMQBpGxthsm6AmvQ/2M/Gf/AAbj/wDBPi21KL9j79p39mXwbPrKhNV1SH41aXeX93GDuEcl3d30s7Rhvm2F9uecZ5rpv2uf2kf+CDv7e3wcn/Z8/au/bZ/Z78X+E7jUIL59Kf466daMtxCxMcqTWl/FNGwyw+VxlWZTkMQQDyv/AIN8NB1j9otvjx/wV38eabNHqf7RvxMuR4O+1ofMtvCeks9lp8QzypysqMBgMLeNvTHnP/BN7wV4z+JXhD/gqX8OvhwHPiHX/jv4803QRE21vts9lcRQYPY+Yy819p/AP9sH/gkr8BPg/wCHPgX8Av20PgbpPhHwnpEOmeH9Jsfi3pk62ttEu1F8yS7eSRscl3ZnckszEkk1v2evG/8AwSY/Zw8RePPGHwA/aL+FOk3/AMUPGFx4p8b3MXxat7v+09WnOZbnbPeSLDuz/q4gkY7KKAPGP+DcP4/fAjUP+CMHw40/TPGOj6RJ8NNL1DTfiHY395HbPoF7Fe3Ms7XgcjyN4bz9z4BWTJPXHmn/AAbJfEP4f/F3xB+2b8VvhPsPhfxN+1NrOq+HHji2LJY3GZoHC4G0NG6sF7A47V7n8R/+CWH/AAQk/ab+Ntx+0343+CHwp8R+KtQvPtmo6jY+LGS01G43B2lubS2ultbl2b5naWJi5JLbiTXvv7Lv7Mv7Hf7Muq+NtR/Za8MaPos/xD8UTeJPGEel69NdR3moyDDzLHJNIluuMARQiOJRgBRQB23wp+OnwS+O+n6nq3wP+MfhXxla6Lq0ul6xc+FPENtqMdhfRhWktZmt3cRTKHUtG2GAYZAyK0/iBo/ivxD4D1vQPAfjEeHdcvtIubfRvEDacl4NMu3iZYbryJCEn8tyr+WxCvt2kgGuB/ZV/Ys/Zg/Yg0DxL4W/Zj+G6+F7Hxj4sufE3iKA61e3v2zVLhI0muN13NK0e5YkGxCqDbwoyc+kz+I/D1q7R3Wu2UbIQGWS6QEE9M5PFAHyx+y7+yL/AMFUfhX8bdJ8cftM/wDBYC2+K/gyzjuRqvgWP9nnR9BOoM8EiRN9utrl5YfLlaOXCqd/l7DgMTXHf8HIt9ZL/wAEU/j3ZteRCY+H9OxEZBu/5C1kenWvuCC7tLpPMtrqORf70bgj9K+Ov2xv+CLP/BH/APbD+NOo/tJftf8AwD07W/GGrw29vqGt3fxF1jThMkEKwxL5VtfwwrtjRR8qAnGTk5NAHun7Dd9ZXP7Gfwjht7yKR0+F+gbkSQEj/iXQdQK6vwj8dPgl8QPH/iH4UeA/jH4V1vxT4RaJfFfhrSPENtc6hoplBMYu7eNzJbFwCV8xV3YOM18tfslfsJ/8EV/+CWvjDWfjL+zNB4I+HGp6xo/9laxq+pfFm7uY5LQyxy+WRqN/LGn7yNDuADcYzgkG78N/i3/wRF/Zv+PnxD/aj8Cftb/BHw/45+KklrJ4+126+OFo/wDabWyssJ8m4v2hg2hm/wBSiZzzmgD5L/4J0eH/AIA/8FNP+CjX7WNt/wAFL/D2hfEP4gfDP4p3vh74cfDD4hQx3lh4b8LRSyRx3FhptxmF2mMaGa5WNmJWJtyiUbtT/gmvdeBPgF/wcBfHD9i39hbxGJPgLb/Ce31/xN4O0fUWudD8KeLPtVrG0VmNzJbO6SSF4IyBuZ1wBbhU9K/a+8Kf8GwX7eXjhfib+1R8eP2YvEniQQpFL4gtfjlYaXfXCIoVFmnsNRgknCqAq+YWwoAGAMV6D+yP8ev+Dfn9g/wLc/Dj9kX9rP8AZj8D6VfTrNqK6X8X9Gee+kUEI1xcTXjzTlQSFMjttBOMZNAH1T4N1X4DeILLxFrXw91Hwje28mo3MXi270aa1kRruImK4S7aMkGVCjI4kO5dhVsYxX5j/wDBEf8A4VmP+Cy/7by/sT/Y/wDhQH2jQPs//CPbf7F/4SPyB9r+xbP3W3zvt+fK+Xb5ePk8ut34yfssf8Glvx9+Jer/ABg+KPxX/ZqvPEWv6nNqGt39h+0TFYLfXU0jSyyyxWmqxRuzuzM2V5Jya+kv2ev2zv8Aghr+yd8MrT4Nfs2fto/sx+C/DFlI0kOj6B8VtBgjaVsbpXIut0srYG6RyztgZJxQB9b0V4B/w9i/4JZf9JLP2f8A/wAPJof/AMlUsf8AwVd/4JbzNsh/4KUfAF2PQL8Y9EJ/9KqAPfqK84+D37Yn7I/7Q/iCbwl8AP2pvhx451W2smvLjTPB3jew1O4itldEaZo7aZ2WMPJGpcjALqM5YV6PQAUVzXxU+M/we+BfhyPxh8bfiv4a8HaRNeLaQ6p4q1230+2kuGVmWIS3DopcqjsFByQjHHBrz1v+Cjv/AATzVSzft4/BgADJJ+KOk8f+TFAHs9FcL4M/aH+FHxr8Fa34m/Zh+J/gz4j3OkwSKkHhvxha3Nu155ZeK3muLczC33kAbirEAltrYxXK/A39rT/hPf2StT/ai+L/AIJtvCX/AAjk3iaPxRpOl6y2qQ2n9iajfWVy8Nw1vbtOrfYXkUmKM4cAjIzQB7JRXiv7Lv7U3j340eLdU+HHxh+C1r4H8R2nhLRfFVjp9j4oOrRT6TqbXccHmSm2t/Ku4pbKdJoVWSNMxlJpQ+R7VQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRWf4s8WeFfAXhXU/HXjrxNp+i6JounzX+s6zq16lta2FrChkluJpZCEiiRFZ2diFVVJJAFAGhRXgH/D2L/gll/wBJLP2f/wDw8mh//JVH/D2L/gll/wBJLP2f/wDw8mh//JVAGD/wWi+GfxI+MP8AwSm+PXw6+ElhdXfiDUPhxfmysbJS012saiWWCNRy7yRJJGEHLFwo61n/APBF79oj9n742f8ABLP4L+Ifgx4w0eTTfDPwx0bR/EFnbXcYbRb6zsYoLq3uFzmJlkjc5cDepEgyrAnrv+HsX/BLL/pJZ+z/AP8Ah5ND/wDkqvjz4v8A7M3/AAaX/Hb4oXvxj+JHxJ/Zcm1/UrlrjUp9K+PFpplvdzM25pJbWy1OKCRmbLMzRksSSckk0ARf8F6PG/g3wv8AtAfsIftpeJPEFje/B7wl8dlk8TeJrW5W4060N4ls1jqDyoSnlR/Z55PNBIGODkgHq/8Ag56+MfwgX/gj54v+Fk2uafrPiP4qX+h6Z8M9CsJkuLrW706rZ3CvaohLSBYo2feoI5Vc5kUH2DV/2wP+CE/iD9n1P2Ude/bC/ZcvfhtFokOjxeCbv4oaBJpyWUSqsUIha5IATYhUjlSqsCCAa8N/Zs+Df/Bqv+yL8WLb45fAL4w/swaR4qsJTLpmr3/x3s9TbT5Of3lsl9qUyWzjJw0SqRk4IoAl/wCC2v7NHxb07/gk/wDD39ovwevnfFz9lObw748028Vt7SSabFCmpxs46xGISTuOjfZVB4NcZ+zT8a/Bn/BZf/gt/wCGP2mPh5c/2l8Jv2ZvgtY6nobMwkiPizxLarMQf4d8VmTG4+9HPY84PT7N8Wf8FOP+CSHjrwtqfgnxf/wUV/Z61DSdZ0+ax1SwuPjHohjubeVDHJEw+1cqyMyn2NeafsI+LP8Aggj+wF4E1b4afsNftR/Ajwxo+v6v/aerW9n8crTU5Lq5ESRBjNeahPLtCIoCBggJYhQWYkA86+Kn/K1N8MP+zP8AUP8A093lc7/wR18TeHPg/wD8Fc/28f2cfixqdvpnxD8UfFO08WeHrTUJAk+s+H5o7iS3a33czJBHcR7gudnnj0bH1NceL/8AglD4s/aq0v8AbZf9oP4WXnxP0bwdJ4X03xND8V4D5OkSTvO1v9mW8+ztmSR28xozJzgNgAVyv7Yn7Nv/AARM/wCCimtaRq/7WVz8IvGmsaRF5Ok6tH8Qo7LUEi3FhD9osbuKZ4gxZhGzFAWYgZY5APmez+M3we+L3/B25p1h8J9esNUuPCH7MV3oXiy902VZI11RL+W4aBnTIaSOG5gVucq2UOChA/TO2+OnwSvfi9cfs+Wfxj8KzePrPSRql34Ii8Q2zaxBYllUXT2Yfzlh3Og8wpty6jPIr55+Bv7If/BIH9mz4oeGvjd8AdD+G3hTxD4P8HzeFtAv9F8a+VFb6ZNcPcyxPALryZpHlkd2nlR5mLcyEACt7TPCn/BMPR/2yNQ/bh034jeAY/i/q3hRfDN/4j/4WUGeXTA8Ugt/shuzbr80MZ3iIP8AL97BOQD6Sr41+Ln7F3/BXzxh8Ytd8Z/Cj/gtja+DvCN/rctzofgtv2aNE1E6VZM+UtPtkt0sk+1fl81lDNjJFfS8n7R/7PMWPN+PPgxd33d3ii0Gf/IlRT/tOfs2WqebdftC+B41xndJ4sswMfjJQB2dze2dmAby7iiDfdMkgXP51+Z//Bqdf2Mf/BNfxBbPexLI3xv8T7YzIAxzJBjAr3H9uj4P/wDBFv8A4KN6T4e0b9tn4j/DPxha+Ebi5m0GN/jA2m/ZJJ1jWYk2N/AX3CKMYcsBt4xk58L+EP8AwTj/AODXX9mT4ueHvjt8LfEPwf8AD/irwfrEGqaDqs37Rl5N9ju4XDxyGK41d43wwB2urKe4NAH6HeKPjp8EvBHxG0D4O+NPjH4V0fxd4rWVvC3hbVPENtb6lrAiUtKbW2kcS3AQAlvLVtoGTivzi/aI1vSP2RP+DoL4X/Hj4rajDpHhD43/AAAu/BGjeINRkEVqmuW179o+ytI2FVnWO0Vcn5nuVUcmvffi38cv+CF3xX/aO8A/tZfFj9sz4EXfxC+F8d2ngbX5vjtZW/8AZi3KFJh5Ed+kE25WI/exvjPGKl/ai/ap/wCCDv7anwum+DH7VH7ZH7M3jbw1LcLcLp2sfF3RSYJ1BCzQypdrJBKAzKJI2VsMwzgkEA+fP+C5+t6R+0j/AMFBP2JP2CvhxqMOqeLbb45Wnj7xTptlIJJtH0TTNsklxOB/qhJF9pKFsbjAfbP0z/wVA/4KgeHv2D/D2h/Cr4VeBpviP8efiPKbH4UfCjSm3XGo3Byv2y62kGCyiILPISu7YygqFkkj4b9jXwt/wb3f8E8tHv8A4nfsi/F/9nzwdBrqfZbzxefi7ZX0tzGG3G3F/e300gj3JkxLIFJjBIyoxwf7YPw9/wCDYX9vf4wxfH39rD9p34B+KfF0Gjw6VFrEf7TI04raRPI8cXl2Orwx8NLId23cd3JOBgA9Y/4JZf8ABMfxR+yzrHib9sX9sLx5H8QP2lvirGsvxB8ZEZt9Kt/lZNG05cARWkWyNSVA8wxJwESNV+zK/L39n79nH/g1S/Za+MmgftAfAr9ov4E6J4t8MXZutD1V/wBqma7FvKUaMt5NzrUkUnyuww6MOc4yBX2GP+CsH/BLRuF/4KVfAA/T4yaJ/wDJVAHv9FeBf8PWv+CXOM/8PJvgF/4eLRP/AJKq94T/AOCmv/BNzx54q0zwJ4G/4KDfBDWtc1rUIbDR9G0n4r6Pc3d/dzOI4reGGO5Lyyu7KiooLMzAAEmgD2+iiqniDxBoPhPQb7xV4q1uz0zS9Ms5bvUtS1C5SG3tLeNS8kssjkLGiqCzMxAABJIAoAt0V4z/AMPG/wDgnp/0fh8Gf/DoaT/8kV1nwk/ah/Zo+P1/d6V8Cf2iPAvjW6sIFmvrbwl4ustSkt4mOFeRbeVyik8AnAJoA7qivJ/g/wDtB/EDx1+0n8TP2e/H3wn03QB4I03RtU0PV9P8UtqDaxp+oz6pDFJNC1rCLOUHTHYxK84xMvzggiuT0H9uPWtY+Pln4El+D0EPgPV/iPqXgHRfGw8SlrufX7GwubucSaf9mCxWm6yvLZZ/tLO00KgwqkiyUAfQlFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFeJeJv+Cl//BOHwXr934V8Y/8ABQH4JaTqlhO0N9pup/FbR4Li2kU4KSRvchkYdwQCKAPbaK8D/wCHq/8AwS8PT/gpH8A//Dw6J/8AJVH/AA9Y/wCCXf8A0kk+Af8A4eHRP/kqgD5F/wCDkB0+Hep/sj/tTfECxmn+GPwv/aa0TU/iPKsDSxafbPInlXsyAHMcZjkXJHLSqnVwD+ikPxd+E9x4O0z4iQfE7w8/h/Wnt10bXF1qA2d+07BYBDNv2SmRmVUCk7iQBkmvDvH/APwUY/4JA/FXwXqfw4+J37ef7OHiHw/rVm9rq+ia18U9BubW9gYYaOWKS5Kup9CCK+UfhX+y3/wac/BX4s6d8b/hv8Sv2ZrHxHo+qx6lpNzP8fbe6gsruNxJHNFa3GqPbxsrqrLtjG0qCMYFACfDTxR4b+Af/B058WLb45anb6RN8YPgRoqfCbUdUkEcd+ts1rHdWFu7cGVpbaaXywcnyScZK5P+Cn3ifw38bv8Agu5+w38CfgxqVvqfjn4eax4j8TeOhpsgeTQ9Ee1tsC6Zf9UJhbyqqvg/MnH71d3tP7X/AMYf+Dfr9vnwXaeAf2vf2pv2aPG+nadM0umNqPxf0iK5sXYAOYLmC8SeDcFXd5bru2rnOBjI/Yz8Uf8ABuj/AME+bbUov2Pv2lP2afBs+sqE1XVIfjPpl5f3cYO4RyXd3fSztGG+bYX255xnmgDzj/go1rWkf8E5f+C0XwA/4KS6nqMWj+APi/pFz8JPi9qUziO2t5z/AKVpN3Mx+UHzEAaRsbYbJugJrV/4N8NB1j9otvjx/wAFd/HmmzR6n+0b8TLkeDvtaHzLbwnpLPZafEM8qcrKjAYDC3jb0x6v+17+0V/wQk/by+DU/wCz/wDtZftp/s++LfCVxqEF8+ly/HPTrNluIWJjlSa0v4po2GWHyuMqzKchiD6X+yp+0P8A8Ey/A3wv8Nfs6/siftP/AAim8N+FtHi03w5oHhn4lWGotb2sKhVXcLmSWUgcs7szsSWZiSSQD4X/AOCb3grxn8SvCH/BUv4dfDgOfEOv/Hfx5pugiJtrfbZ7K4igwex8xl5r2P8A4Nw/j98CNQ/4IwfDjT9M8Y6PpEnw00vUNN+Idjf3kds+gXsV7cyzteByPI3hvP3PgFZMk9cfU37P3wH/AGPv2a/EXj3xh8BbXSNHv/ih4vuPFPji5TxRNd/2nq05zLc7Z55Fh3f884gkY7KK8d+Lv/BGH/gjf8fPjpc/tJfFT9kzwNqvi6/vftepXqatcW9tqFxu3NLc2cFwlrcuzfM7SxMXJJbcSaAPnD/g2S+Ifw/+LviD9s34rfCfYfC/ib9qbWdV8OPHFsWSxuMzQOFwNoaN1YL2Bx2r9JvhT8dPgl8d9P1PVvgf8Y/CvjK10XVpdL1i58KeIbbUY7C+jCtJazNbu4imUOpaNsMAwyBkVxn7OX7Lv7IX7JGpeNdW/Z28I6V4Yl+InimXxH4uW21yaaO81KQYeZI5pnS3XHAihEcagYCCof2U/wBlH9j39iPQPEvhf9mDwtYeGLHxh4sufE3iOD/hJbq9+16pcJGk1xuu55Wj3LFGNiFUG3hRk5APY6/Mr/g6Lv7CT9kz4HQJews8f7V/hAugkBK4h1DOR2r9JW8W+FE4bxNp4+t7H/jXw78aP+CBn/BC746/FfxL8cvjF+zfpGp+KPF2uXWseI9Uf4qa7bfar24laWaXy4dSSOPc7MdqKqjOAAOKAPu62vbO8Bazu4pQp+YxyBsflXK/DT4//Af40aLq/iT4O/Gzwj4s07w/qU2na/f+GfElrfw6beQqry29w8EjLDKisrNG5DKGBIGRXzN+yT8Pv+CKH/BKTR/E3g39mf4ufCz4Z2uv38E/iW01X4yfaWkuIVZIyx1K/laIhXYbVKg55B4qD9mH4w/8EJv2N/CfizwH+zh+2B8B/D+k+OPE934h8VWUnx0sr5b7UbqNI55ibu/lKB0jQeWhVBjhRk5APoe4uf2SNS/Z71HVbm4+HVx8KrzTZp9VuWewfw/PaOC0skrf8e7Rtklmb5TnJr89/wDg1tstO1P9nX9obTPh1aXNx8DJ/wBorxDF8GoNTjd4ZNDbYNsSy8mEoYQR90yGbPzb6iu/+CfP/Bo/qPiX/hK5Nf8A2chcef5xtrf9oLyrMv72qaqICP8AZ2Y9q+yvhn+3Z/wSa+EngbTPhf8ACL9s/wDZ68PeHdEtBbaRoWg/EnQ7a0soVyQkcUdwFReSeB1JPU0AfJeh/wDBIq4/ZC8C+LtZ/Yo/4LXeK/gh+znqd/d6rr3haKw0fU7TRUcn7SNP1i7YtpqjBAZQXUgFmdhk4/8Awaufs1+Hvhj8G/jr+0V8MdF1ew+HHxQ+L91/wqj+3pJHvNQ8Oac0sNrfytIAzNK0soYkDLxOcAEVtax+w9/wak+I/ijcfGPW9b/Zvu9bu9Re/u/O+OETWU9wzFmd7L+0/sr5YklTEQcnjmvsXw7/AMFDP+CZHhnQ7Pwv4S/bj+BGn6Zp1rHbafp2nfEzRYoLWCNQqRRxpcBURVAAUAAAAAUAe70V4uP+CkP/AATvIyP29fgvj1/4WlpH/wAkU5f+Cjn/AAT0cbl/bx+DJHqPihpP/wAkUAezUV5l4a/bX/Y18Z3UNj4P/a2+GWrT3Evl28Om+PdOneV/7qhJiWPsOa9NoAKKK8n8Tft6fsM+CvEd/wCD/GX7Z/wn0jV9LvJLTU9L1P4i6Zb3NpcRsVkiliecNG6sCrKwBBBBFAHrFFeWeDP26P2JfiP4ps/A3w8/bE+Fmva3qM4h0/R9F+IWm3V1dSkZCRxRTs7tjnCgmoo/2g/iBaftpQ/su+IfhPptroOq+AtR8SeHfF9v4paa5uzY3Ol29xBNYG1VYF36muyQXEhbyWyi7gaAPWKK+e/iv+3HrXw5+M+p+D9M+D0Gp+DPCfiPw1oHjvxdJ4lNvdadqOuXEMNoltY/ZnW6ji+12UlxI08BSO5yizFGUfQlABRRRQAUUUUAfnr/AMHKPh2DxN+w54Q0+dAyr8W7F8Eeml6qP61+FviH4J2V2pCQ7QemFxX7+/8ABe3QLjxH+yR4T062VS3/AAs+zb5ugH9m6kP61+QXiH4ZajYzJDNEGRzjzI+QP8KAPkrXv2fLGSMqIy+c9Vrzn4ifsZaxc6IfENlo8jQ7SzSRL80QyQCw9D69K+5dZ+EtxAq3Vsm7ZgujDkj2rq/B/hfRtbjjubPU4YbmNNixFDtxjG0nn9RQB+QXiX4C+NNDdzbWTzqnOAvzY/rXWfsYfs16f+0L8cX+G/jWx1VLSDw1q+qNBp2o21hNPJZ2M1wkIuLtTDCGaMKXcYANfrdq/wCxv8OPHMYufE3gV9PuJBkXulMoVj6lOh/DFYln/wAEwtOt577UPAvjuC0l1PSbrTJp57EFzbXMTQzJyDyUdlz1GeMGgD8xv2r/ANjyz+DXxmsPhl4HGqQXEugWt5ruja3f215c6Jdy7j9le5tAIZ8xeVKGQABZgp5BrqPhL+ydpml28Wpa2DPKSCd68D3r9FfEn/BKT42eJhpN/e+MNF1g6Ho0WmabJNOIpRaxFmiRnK5k2htilicKqqOFAqKw/wCCePxq0i0CS6FZ3LL/AMs7fUIic/TIoA+Yvh58ILOCYrHagR9Fwtev+H/DUdiiQrAFxjoteoad+y58SvDyiHxB4Rn06IHBuLmEiMn2IHzfhWsfg4LZltTc5djgtjH6UAJ8Bfjl4x+DWtW0eiarvs5JgtzZXGSkin0/u/hX6K/s5/tF/DXxloyanpHi17DVoTtNq7FZI3x37MpGefzr8+W+ExsCrwWqSuoBR2BBB7e1dd4ftPEekaTN4kttGmaWxjzN9lYBsZxmgD9U9C+OGpRWYt4fE+yXIJkLCRHHphuRXL6t+0LE2rOdSuLWaR5PvRWknJB744r4C8J/tTw6Zpdy9947n094I8iPU4iy7QDnBGc1594T/a88T63rcOnW3xM02d7m6AjSJW3MCfcelAH6u+MP2krbwpokOs/ZZiJIsoS5jjBx37mvjD9qX9vrT7W+lkk1I6jdqpW3sbZvli9j6D3ryv4rfH/4i32j/wBmz+J5buMrg2iYPmY5C8V866hFrN/eyyalp4SWVmYKBz16YoAo/HX4keOPjjfSah4tvW+zrn7LYRkiKIfTufc18YftMfCyO/sbhYIPm2Nke9faU2jSrG0U0Z3AfdxXlXxX+H8+pxSJbacX35yWGMUAfllrOlXei6jLpt5GVeNiOe49aq19WfGf9jHxT4nu21HRzbW1wnUSMcMPwFeT6j+yP8SNKkMd5cW3Bx+7V2/9loA8rp0cckziOJCzHoAK9X0L9ljxNLcLLq3mPED/AKuKMgt+PavXPhP+x74h8QahHDofge5uXzhFhtWb8c4/U0AeAeCvgzrPiKRJr9GiibnaByRXunww/Z102MxhdMBORksvWvo7S/2N77wjpYv/ABD5S3MZBksYvm8sdPmI4z04Ga7Lwh8K9NgaNFt9p9qAPsn/AINiPhRD4E/bP8U6rFaJH5nwnvosqPXU9Mb/ANlr9ya/Jn/ggd4Xj0H9p7xBMnVvh5dr/wCT1gf6V+s1AHif7WE/2f4y/s5y5xj4z3v/AKhXiiqP/BRPVTJ/wT8+Ose773wc8Tj/AMpVzTv2zZ/s/wAUv2d5c9PjRef+oX4nrmP+CgmqiT9gr43R7vvfCHxKP/KXc0AfSuuw63caJeW/hnULW01J7WRdPu7+za5ghnKkRvJEkkbSoGwSgkQsAQHUncPAv2f/ANjn4ueAPgF4g/Zu+Onxr8JeMvDfijUvFE2sjQfh5d6NPJBrl3eXlxAry6tdhdk19MFfaf3YRSNwMjfQ9FAHin7Lv7LPj74L+LdU+I/xi+NVr458R3fhHRfCtjqFh4XOkxQaTpjXckPmRG6uPNu5Zb2d5plaON8RhIYgmD7XRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXgH/BWAgf8EtP2lSy5H/CgPGWRnr/AMSS8r3+vBP+Cq8QuP8Agl5+0jAxwH+AfjFSQM9dEu6AP4j9D0C41eUEDCfzrtNN+GUckHNvk4zXb/An4X22uSRyX0BMa4+Ud6/Rn4p/8Eq/2XdK8F6joHwl+M/icfEjRPhtZeMNQ0PW9GiGmXUElrDdTRQ3Ebl1dIpSw3rg7Md6APym1X4XOsRdIdpHcVyupeF9S0+UxiBm+gr6o8VfDDVdLtZGlsSYwOJYxlT/AIVw0fhNQ1wfswZ8qFBX1oA8BltriA4mhZf95cUyvomw+H2qyuBLoUUiZG7MYx9CO4/Cur8O/sreEPHyFdZ+H19YScYvtGJ2n/a2kFfw4oA+YvCnhW98R6gkEcR2Z+Ymvqv4AfDKOyjiaKFd64zk9vaqfij9kTxN8C9Rs75rkahomovts9SSPbhgMmORf4HA7d+1en/CDRYkulkhDfK2AM8kd6APaPg5bg3joVIKRKDXuHg+0sdKv7a+vmcsBlcHG0nv+VcR8H/BJ0yxmv5oQZ7jlVK52r2/E9a7+20bxGSt3DZwXESjLgS7GH50AeoeG/Eet30f2Jrlp4g2YyFJ/DiuB8U6L44fx7LJpdqLFjc5SeaT5uvYDJBr0b4YWtva6OdTgug25sm3MeW6dD6V518Qru60b4gfbDq/kDz1O0tkKDigD1GLw346htoGu9Qtblyo3G4fa5GBnBxzXN+NG1DTk/0+2IXnZCWzvI9fQV0+heI9IubOzS11tLuWPBEqNxyBik+IFvbXOjuUsAb2QMY3L7gDj0oA+evGsdnqVs8F1FFEZGLARoBg/wBTXzT8ZfhzNZ69J/oxe0vIuHI6Edj719hn4cC7hZbCxWe53kTuzHP5k8VynxB+A+uaokkT2yuNnAWUfI2OCM0Afmh8YfhhbC7khW26LnJrwPxT4SudGv22R5Td0r7w+M3gC/0x5YdU04x3EJZJQ4wQc96ofs9fsbad46S++LHjzSDcabbXAh0SwlwFvLnuW9UTj6nigDwfRNVsNb+G0UGhWl/cBNPMEOmTWhWOJyzNzK3ylQ7s3BzzXkV58NLvSDt1a+j3DqsHI/8Ar195fG74E6D4StBc/Ej4h2uiIE3JpsUOGQfw8L0GO3WvnPXNM+C8N65sdV1O/wAt8skenBVP/fbg/pQB4m/gpvLSeJSUL4ye9emfADwz4P0zVdQ/4S+/hs4brTPKgvJdKF20MvnwuGRSDtYBG544ypOGNdFB8OrbUYF8i2uBbM/mKZ0CMBj0BNdF4d+Et1rZEWl2wQQruct/d/xoA6nQfG/wK0HxBfapqml2DWd3rovJLW38OtKTEGuA4zIwUl4pEXAVF3KuVA3k9j/wTW8WfBrSP2/v2f8ARtNtbD7TdfGPwvZ29rb+HSjiU+K7SaCXzWJOVjyuWZztO3PArz23+H+j2nM8TSsDgCQjGfpXon7C3hOzP/BSX9nO7htwvkfHTwizbB3GtWn9RQB/XbXjP/BRw4/4J5/Hk/8AVGPFH/ppua9mrxf/AIKPnH/BPD49H/qi/in/ANNN1QB6l/bB/vGvL/8AgnJ/yj0+A/8A2Rnwv/6abaul/tgf3hXNf8E5P+UenwH/AOyM+F//AE021AGb4b/Zw/aa8N/tYePf2jYP2g/AkumeMvD2laNaeHH+Ft6J7C3065v5rVnuxrW2eQjUrhZCIIw5WIqse1lenoP7Dmt6P8fLPx3N8YoJvAekfEfUvH2ieCB4aKXkGvX1hc2k5k1D7SVltN17eXKwfZldZplJmZI1SvoSigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr+B7XtSvNR1e4u7q5eaWWZnkllYlnYnJJJ5J96/vhr+A27mZ7h2z/ABGgB3msSVJIP14pvmt/k0yKKa5lEcMbO5PAUZNatt4I8RXIDtZlAf73X9KAM0yPnOaTzHP8RroF+GPiOSLdDAzewU1Rm8DeKIpCg0qRyP7uDQBmCZjxuNHmkH/WH861LXwL4lupBGNOdSTj5hXW+EP2aPiP4vu1tNN0K7lZjj91Af5mgDz4SO5wpYmv0f8A+CAPwr8Z658ZdQ+JLWlxHpGk6c0C3BJCPPI6/KvqQoJP1FcJ+zV/wSV1zxjfQX/xLuGsbPeGkiWQNK49OOFr9XP2TvhZ4Q+DOgaf4F8C6NFZWFrHsSKJABk9WPqxPJNAH2H8PdcmisorW7nONo2sTXpWjaixtgplZhjIb0rxTw/NJEqZOMjvXoPhrWJlhW3zkAY5oA71NRkMY2yE+5pJdSmEe4yY4rCW8RYzGxIyO5qGTUY57V44ZskDG0dqANC+1crCztKSexz0rzzx5rhntntoJWwchiDWprWo3jW/2ckqB6VyOsKZI3Bzx1xQB+P/APwWV/Y08aT+MNR+LvglJbq1u136hYQgli2f9YB37ZHWvyp17wlqWkTS+ejxmNjuimjZWB9MEV/Tx8T/AAjoniW3m0zxFp6XVvKCGjlXOPp6V8sfFT/gmh8BvGtxJew2VzAJOfKQqwHsMjpQB+CxLrxuNG9um8/nX6yfFH/gj58Pizz+FJJo5SeBcshQ/htBFeQ+KP8AgktqengvHp8Eh9UmXaf60AfnzuY/xH86ciTyf6sMfpX28P8Agl14yeVYtN8AS3DE/egUuv4k8Vv6b/wTIn0+0mS9nAvI4Gk8mBAyKQM7d3f6jigD4EaG9jGXikA9SppnnSj+M/nX6EaX/wAE6NasdXtr+G4tn8krL5FxbsQx67SBjj8awfiV+yHq3g/xHL4il0fQ/s724/0c2rJHvRcHK7SMnv3OT0zwAfEGl65qmlXkd5p9/NDLE4aN4pSpUjuCOQa/vnr+Kn4h+A7Oz8LyapqGn6Pp8r2srJFZ7YixKbirbskkHgYx1wSa/tWoAK8I/Yc1PyPg1r8W7p8Z/iN/6mutV7vXzN+xrqfkfC3xJFu6fGj4i/8Aqaa1QB1v7KE32j4yftFzZ6/Gay/9QvwxUXjr9nT9onxB+2Ton7TnhT48+C9O0TQfBep+HLTwrqPw1u7u6eG/l0+4mle+TWIULifToCmLYARvIh3MVkWL9jWb7R8UP2hps9fjNZ/+oZ4Yr3agD50+I37DHiz4g/Fa88VyfGyxs/C/irXPC+vfEXwxF4SZptV1XQp4JreW0ujeYsoZjaWUc8LxXJaO2CpJGXZz9F0UUAFFFFABRRRQB8xf8FWNKstX+BPhqC/tlljTx1C2xvX+z78D+dfl7448N22p6ZcfZrVVuIAxiKj72Ox/Kv04/wCCuOqDSf2efDk4l2s/jy3ROcZP2C+P9DX54+K5dP07Qn1Z/LG+HKIG/iPAH580AeXeHtIg8SaULmBMyRALMnda674ffs2fD/xRomrajqtrIl8QskQjYplRnO0j+LnODxxXLfDmz1iXxDJrmlNttLaUJPk/LN/eQ+oNfSEPhyzt/CtvrnhcqbO5hDoQcMhxgofoeKAPkXxDZeL/AIW+JJtM0rxTdIIGzCRKxSROxKk4rf0P9of4raXCIlltrhT032oJ/HFbXx/8MpPrwuI4huWH96APugnIrkfD3h+5khEiR4Ocbj2FAHoul/ta/F2yhSGKz0wSH7ubY5A/Ou/+Fnx38Z+KtTCeL/B2k3drH81xLbxGF+egBGeTXlvg/wCHWoapeeXp9u08rDLMeij1PoK9z8M6P4D+DPhG31HxbcQXF3OpmkjeULGnu3fAoA9cX4q/DVdEWwtUWK7kh3Lpt8oKKv06OPavFvir4U8I/EK7aTw5DNpdyvPmacypCze8YOR+FfJf7Wn7ZjN42vBp8d5PGWAtHsv3FuEA4CtjJ9+BXO/A39vnxZo+uRabq+lWiW0kgWW5kLyOB/tZP8qAPpi68FfFTwC32zU7Ge/08MN05jMse3PXdjK/jXdeA9QL2c1xF4fgRyhWWTccSI3QY6Va+E/7ScHii0jhutItZraZMNNZyE5B74Ociu38RfDrVdS8EXOseGZVguxGZrWTaqBhnhTjGaAPnn4/eGPBEmgXb6j4JtyZcIslupjbLcdVI965X9mr4LfB608XQ6xN4XmLWYL/ADymRQccHB6fnW/8f/iR4nsPD9pp2r+E4rm6KEyrbxHc7jIH3Dx+VXP2bpvHVx4XvvEeo+Bksk8xI4RMsgLkgnvz0oA1viDo3g2XxClra6zaBjFkta22GHsOMA89q5fUdK+HNlapb2+qQGcSZaSVi7/T5RgCtuz+D/iX4jeJ3vv7Vito3baVgUk5PUcYH61u3Pwc8MeC43W2gbUrmMDe1zERED67VOSPqfwoAyPCvwDi+KdsE8KW6Xcuebm1+7H/ALx7D2NbEv7AVnE3leN9ckcsOE023BBH++3+Fb/gP4wyfC1Fu9asoY7aNspLpagIns6jt9a9L1r41zfGbwTJeeArm3hMY2ymHnymxw6n0P8AiKAPIl/Yb+BGlbZ77wUt0AP3k+samVQfUDaKtW37Mn7JEYY6h4D8BlkTKbJVmb6nLHJrx/4pDx897cxeKdXvLyRJCrxvM2B/wHpivN77SpE/ew3JUHqAeaAPoLVPh98C9MnddF8O+F7dEOB5aQjj6VxXi7XfBsMT6RYfEDSbKNVw1vZL+h8sV5DP4amndrreWTqcNya6z4QfD7T9b8W20c9irRK4d0253YPAP40AVvFXhzUZbDzdJE93DeDy4ZY7J0i577nAzVjwh8I1trYG5jd5MfM3PBr6X8d+H3m8IWelQ6cqi3bErRRDcxOOD6ADGAOK4+5h0zRLqHS5UVbmXafIIwQDgc0AfRf/AARa8IXmg/tCa5fXSgBvA9zGBjn/AI/LM5/Sv0ur4U/4JZ6ULH4uapcuw3yeFp/lH8I+02tfddAHz3+3VP8AZ/iB+z1LnGPjTdd/+pM8T15/+3tq3mfsMfGiPf8Ae+E3iMdf+oZcV2v/AAUHn+z+Lf2fZfT41XP/AKhviavJP259VMn7E3xij3fe+FniEf8AlNuKAPuqiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArxj/go7oM/ir/gnl8efC9r/AK3Uvgx4otY/96TSblB+pr2evL/235Hi/Yt+L0sbYZfhf4gKn0I06egD+U7wL8Kb74e2MVh9j3Mq4aZUxlu4Pp1r9Q/jZf8Ah34h+HvEHwV+F/wuttE+JUvwa8Ms3i9biWW51/S0021mvbCONm2wyiFQ2UBLxwyKfvV8tWGl+FPtUhl07Img3FFbgP6j9fzrpdM8SeKE8UQeOtP8Q38erWVukNpqSXT/AGi3jjjEcaq+cgKgCgA4C8UAeZH4aabf2NzosNkDGvyyFhnB6Ht2NfPvxS+Euq6bf3P9kh4bq2kI3RDBcf1zxX1z4Q1K31DUbm31GUh5J3AeQ9cse9cb8Y/CDW3ih28pR9ojViAOGOMD+VAHxlDf/FPT2aXT9cvD5f8ArFMYYL9QQf1r0f4I/te/Ev4b+I7O18YRRalpfmqlzH5CxsYjwwwoAPHtxX0l8NPgnplr4Y1HW7fSo5r2V0le3dc74hkHA79cn6V43+0D8DtC0bX7fWvD2n/Z4NQbc9rjiOQddvsc0AfUHiDwF8Lvit8PptC8P6h5tjrcAuLN548NZ3AGUYeo6jPcE155+zr+zRrMPiUv4ysntILOUiWJkw8rLxgegPr6V1v7E+hz674Sj0nVy7x6O4jbPWUZygH54/Cvcfidq50rQZtb8JWsUmrKoWc7QcxrxlR0JHPPfFAFzSNE0Tw/aK8emQQ7j8qMyhpPck1Jd2UEifaI7CO3LP8AdHKt9Dmvi3x18VviX448Q3tzb6tcRoJjHFLNNsAVTjjP58etdf8ACD4yfE/wpfQW+r6yNW09ziWNTuKjP3hkfMPagD658GS+bqx09IPsbPHgl+Y5ec546GuH+NXwpS58ZG51DxKAkpUm3jQ/L09+a6n4Z+M9I1+9s59NcSxsW3QynLRNjt7UnxnuhHrcM2omNlKjaScAAY/lQBq+APhR4btzah764dljQx7ABkgDBq74zs7k3cttYyvHEI8XE8oAO30HpWl4e1W0j0uz2SojOoClDnK9BWZ8Stb1B5U0m0k3O5HOM7R3PvQBwVzLo/h+BoftixM5y6xx7pGx3Pp+NZ9h8UvAmt6yvhq78SBblj+5Z9vUfwHBrifj7c3en2DadYX0luHLee6fNJIf6d68N8M+C/EHiDxHbzeE9QuPtnnK6pcxcDB6lgePyoA+jvi98DNM+LclvpkNpFI12u06jCgPkMvJZj6Y7GjV7Dw58APBb27+HoZ7Pw1pzNp8Mi4W4mAyJTjrub+ddl4F+0/DPRRpk0n2kzANd3n3lJ/uD/ZH51jftJ6HB8R/AjaLoD/vDiRwpBIIGRE3s2OD7UAfml8W7jxp8YPHN14k8a30l3c3k7SiLB2R5P3VUflXZeBP2JPFlppB8a+K9JSBVj82GznHz7ezFe30Nev/AAq+EFgvxEGv65ZDZaqxiiZf+WgIwSPqa91g0vTb3S7uyu5JZrq6h8pUQcIp7n3J49qAPivVfCdlbYt7aFd4QllA6YOK6m38OWvhfwlHFbIPtU8YaQheVBGaj+NFrc6Nrc+geFJNsdrciLUbwD55Gzyq8fKo9uTXQyaYj6eqqNx8vBBPOcUAcR4n+Hl9LYLquiwK6FR5kTOAwcdSvPI/lXa/8E7/AAJr+pf8FAfgZfnR5UNj8ZPDMt07r8oVdWtmz+lbvhqxU+GVN9Ckke4bgU4wB7+9eo/sQXthbftsfB1bbSoIxJ8VfDyBkjAPOpW+D0zmgD+kOvFv+CkZx/wTt+PZ/wCqLeKf/TRdV7TXiv8AwUlOP+Cdfx8P/VFfFX/pouqAG/2z/t/+PVN/wTk/5R6fAf8A7Iz4X/8ATTbVx/8AbB/vGuw/4Jyf8o9PgP8A9kZ8L/8ApptqAPZqKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACv4GvDPhnUPFWqrpthGWZ25IGcV/fLX8XP7DvwCbWtct7nUbJWaWUIC69CTyfwoAh+Cf7G97qn2cz2ZDTFQXaPJ5NfX2nfsHfCvRvD1vBZw2d1crEvnNd2pLO+OcHoK+hvh58DfhhoGmQbLWYyQ4Bk8zG8juRjivVdC+HvhLU4gn9lhMABXQmgD4jtv2JtDj8nUzokC2yTkvDFCNuNpxn15xWbP/AME6vCHjW6F3oGqR6Tdnh7S8iPkyn1DD7h+oxX39F8OYrBZdPS2DRzLjIXqP8axIvhR8QtKvMWFpa3VtnKtJAm7HoTgGgD5D8Pf8Eu/EFjte/wDDEEwHSW0kR9w9Rg816x8N/wBieXwsF87Q7mIx/wAUlmw4/Kvpjw1qV5oaLZeIPD4Tn/lkTj+fFeh+H/EugPCscM9ygI5Ux7gKAPnfQvhdqenhbWwt/lXglUxmvWPhb4P1LTZo5rqLBVskEGvUrTStJ1ECdIIJs9zGM1s6V4W06NhIbFUx02saAILW3dbbcwwQAQAeldV4TuZPLViTn3qG10qxOBGjj1LdK19LsIYcIPXsuKALWt31xFYE2ygvt4NZ3h28u5DJ5o2sRkkGtG8VQpJI6YGapaVAElk4BXOcA0ARaqJXU7QST3rCvbKaZWK9TXUyQtLGcIOvQiqNxI9p/An0wKAPOta8C3OqKwNvjnq3FYqfCIF90+qLGM/dVN1er3C2d0pd2yR1UdaxNSlmgJS0iVD/AHiMmgDkoPgr4KlTzNR0+S7YDlpTtU/gKxNV+GngjTpmxoGmoAeFNurn8zmuh1u11S4bzJrmV8n+8Riub1DwzqF/KEFxIQTjazkigDkPFGk6Jdbrc3kUMQ4ENvHwfy4ryefR7yXxZPpukfCu9uIIXI+1hHCyJxkgBDnr0HWvqfRPhbol1GPtVsGY9Wbt+FX5PBNtZQmDTYkAU/dAxmgD5Tv7PxLdyK+j/CC+2vCdpSFwVxkAN+74OQfpxnrXL/ED4Wax4i0CK1ufB95N9pQm4iaCRzbuGwV+516+lfZWvWFpotjiOMK5BLsTyTXmHiXxLZ2G83t/Fbo5wHlcKOtAH5r/ALS37LU7eFJBqng2eygjlkEbXOlg7ty9QXTjkD069q/qir8K/jZb3PjDw7Lo8Sw3dpewMIpxLxnsRwe9fupQAV8i/snan5HgDxTFu6fGn4i9/wDqc9Zr66r4k/Zn1PyPCXi6Ld0+NXxE/wDUy1mgD1r9hmb7R49/aBmznPxmtf8A1DvDNfQNfOf/AAT+m+0eKfj7Nnr8Zrf/ANQ/w1X0ZQAUUUUAFFFFABRRRQB8P/8ABe/xk3gf9k3wfrCRby/xTs4gN2MZ0zUzn/x2vzCg8UeK/iP5WnadKR55Co5biMHuPU+9fff/AAdBeJpfCn7CfgTUoiAG+NWnRvk4+U6Tq5P8q/Nv9lrxxaS6pYvcSkwyjCnPQkUAfS/hjwJaeHfB8fh7TUVhCmZJm6yMerGvcPhGvgnS/gx/YGp20010t200bA8R5/h/ma850aWK6tgEQbShxxw3+eKX/hNbjw3YPa6eQJCRtBPAwTkmgB3xM+Gfhvxnq82u+F71nEvFxaOMPHgAY9xj0rnvDH7PGqatqP2e1jaO1icCa4Meduf4QO7H0qz4evNe1nxFBeWty1tJJMqbgT3YV9F/Ejx14e8A/CK48O6LbqniG8szHaXNswDQg/eI7GRumffigD5u+OPxb+G37LvhuTw9pawX3iBkzHp6NnYezzP2P+zXxv4o/aI8eeP7yVPiTfFreV2NuIWwseegI7gHvW78Xvh7rV34kn1DUvETAvKTMl3ERPuPOCMnn3zXG6toXh3R4pIr+3aWSKMNGbpsKRn5vlHXj1oAwb3VNL1+2e1Ww+1BnIYN8/4gY/WuS0v4XeKDrf22x0aQxPNv2EgDBHQDPNWLv4peGvCtm/8AZl287PM3lQWcQCKPTccD8gau6d+0bbeHpbXSx4UKySKH+0S3G4EsfTHv2NAH0P8As4v4s8IafE15bTW0EJBSSR8cdwPavtvwt4zvfFPgi0sbPV/NjjiGxA4477cV8bfs+/HK08eeDbnwrqOkW0zxuGjkjfJA9Cp5FfV/wg+H9jqnguG8vbxbfzEU2phYHD5Oeh+nFAHAfF3wfqupeKV1A6cH2AIHMHP54r0L4TaH4j0nwY0Go6as8DuzrHMxwDjAPFZXjDwxq+o3QstP1h4py43zuhCqO5GDXfReHNT8M/DeFr3xBNPELYtJOCQTltuMHj/9dAHy98W/it4t8MpcaB4ckktUMpNxLDKUZj6DHauGl+OHimzszqFr4qu47koN8bXBbp6g19A+P/hz8NtY8Mf8TW+ga5mkypedUkHqQM5//VXx58cvA7+HtRu4NL1WS3dwyQCY7kf05A44+tAGR4u/bK8QS+Kv7J1x2NscNPeafhXJ9Co+VgPwNfYP7B/iXwvdWl34gOqLNBfxBIo7Q4Ei92dD0Ye2DX5navomo6PdmTVLNjIGB3nlHGex6GvSPgT8e/EPwu122/sXWDCBKrSxhuCc+lAH6RftGfC62sprfxLZjdHdJjzezjkqfwwRXhOq+D7X5xNbp8x445Ney/B/9rXwT8ffBo8E+IQiXjEO8RwHiI481P7w9RWV498Han4e1IWV3bK8UmDb3EaZWVT0INAHh1x4PhMn7levAVTXqnwB+HUi6tJElqWnkg3Bif8AVgEfrXT+DvhKuqXIl1S0SNMhmnkXasQ9Sexr2H4baf8ADfwddraaJaf2lPIv725Enyj2GOTQAt94fsvh74DPijxBYxzXLv5NilwoYNKRw+D2Uc/hXzp8XNFufCeu2fjq6naSC+lKzzk52SE5GfYmvq39oLxXpnjLwRo+gw6XHFNpzMQypguSMHPqeleF/Eaz0vVPBc/hvUoUlgnjKyoR9w9m9qAPov8A4JSeLtP8S/GvVRZXIYjwfOzoOqkXVqD/ADr75r8l/wDghdfyWf7bnirwidWa5W1+G983zn5lxqOnDB9cZ61+tFAHzJ/wUkn+z618AZc9PjXP/wCof4mrwn9tzWF/4Yw+Lu4kj/hWGv5CqSf+QdP0A5Ne1f8ABUGf7PcfASXOMfGyb/1EPEtfOX7ZOreZ+yF8VY9/3vhtrg6/9Q+egD7I+KX7afhjw3+y98Qf2hfh/wCCPFNxP4L0K4ubXSfGXgfWPDhvbwREwRAanaQO0TSFFaWNXCAnqRisv4bftD/HfRtP+MXgP4x2fhLxB4z+FmlwapZXvhq2l0TTNZtrnTnubdHS8urk2bieC4hd2ndNiJL8m4xp698XPhZ4N+OHws8RfBv4h2El1oXinRbnStWghmaKRreeJo32OuGjcBiVdSCrAEEECvNPDH7DfgvTvCfjTwn4/wDi1408cL8SLG6sviDfeKJdOFxr1rLYJp8cEhsrK3WCOG3RhGtssOWmlkk8x3LUAcb/AME6f2yfir+1Rf8AivSPiYulTf2JoXh/U7O8tPAWq+FrjdqMV08lu+narPNcSwxfZ08rUUItroySrEM20hP0/Xln7P8A+ytpHwI8T614+1D4t+MfHXiPXNF0zRrnxB40nsWuItM09rp7S0jWxtLaIKkl7dyGRkaWRpiXkcKgX1OgAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvLf25G2fsU/GB9ucfC3xAcev/EtuK9Sry39uUMf2J/jCFXJ/4Vb4gwMdf+JbcUAfzvaaJrmCLUYk+YDLBe4966/ws1t58dwHCxv8rBumSMYx+Ncc3iLwz4Js4R4q161s2lx5VvNIN7D129ce5qzp3i/SZbzZY6lFJbyLvSSJwV475BoAuavZxafql1YwxZAum2sTjGT29q1fBkcOteLY/A3iBzIfKDWM7nmJ+pTPcEHp61ztx4hhm1KDUby5BVvLYNnO7Cj+eK6LwHo9xq/iu28QGXynN2sm7+4oI/pQB2kWjReG9TxZxsIlbMYYDjP3unTjtXAfGf4cXfiLxBpb6faF4rh2MCf3WYj8h1r6D1bw3oGras89jfKrsPuSADd9KsWPw2nutZF+9n5kXkrDDxxEB95v160AeV2FzZfAjwxZW2nwh7iRCsijglD9+Q+hJ6H0FdZY3Wn3mkW+q2tzHJKYCyS7/kUEE8f/AF68l/ap8TnSdenic+XaRHZG2cNcYGAq+g/SuJ+H/wAYtVsLy3TU5M2Lqpis0PER2/eHqfXNAEfxd0HwdrWoNq+jXPlaj5rLPGP3dvNIe5JGVz64xXLQeJvFPgG4jh8S/D5ktz80d1BMWVu/ysMg/pXVeObH+1jLqOjBbuC4ZHUxc7Dk5yB0PY5rQsPBvir+y/tDTsPMj2RwpMCCNvJA6cY/WgD0n9nfx1o2uy2fiPw3eeaFn2SRycODjlWX6Gvd/ip4c8O69Y2uoahDcL50e0OhGE46Y7jmvkL4ZjUPC+piaKyNtGLxH3RxlSCBjJ4HWvr/AMT3ZvPD9hfm5Mhe1Uxq3PJUdKANn4aeFNCtrOxikmkmXGE3kKBg8VN4w0pbaS81aezEUcER8o4yx5xx6mpfBrCTQrGaVAoSTBHTg1P4y0u71Pfp1vJkSSgnd0A//XQB8g/Go+Lta1cAXiaXamU7FCB55Rn8l4qbw1qF54ekTR9GKeU4AkMyhnmJwOTwa9W+NXwMvI7ZPEEkzvHbNmVI1+YDI59q4G103w/pTQ6ul8Rewp+5gkO4k8gFh1A/woA6fxJ8TNF8KaK8eoTxW9zIjJBCzZjc47/3R9eKz/gwdX1LUpbu9jYx3B/fqTuSVD3UjpjqK8j8TeCtc1ie91fxD4qiMUsLFpky2zngBeo/+vW58KP2hvBHwr0+HR1klv44pBGPNODH/tKBnj2zQB7JqXwnA8ZPq8diyQ3EbR3BVcbX4KuPyqtYeAtQ0r7VOJATDE4QOcF2CkivQdN8eQ/E74fReIvDFzHmaA/PAfvMuQB6g8fpXk9z4vvpreeO/u8TouQofncODQB82+MNDu7u4uG1CDDmVi2RyTk55qvJJGRsiAKlQVGO3Wu78XRLqTXBwu4yMHOPU8Yrx2fxNF4e8RXfh/VpvLCyFreV2wCp7Z9jmgD01ngtvD9lpicbotzlTwGyf8P1rsP2LXNz+3V8GGVMRxfFjw4AR3P9p24zXhd78WdFbSFij1GIG2cpLIZB/PPpXp37Afxk+H2uft2fBPQ01ny7p/iz4cSDMB2SudTtwFBPcnpQB/TxXin/AAUpOP8AgnR8fj/1RTxV/wCmi6r2uvE/+ClZx/wTl+P5/wCqJ+Kv/TRdUAeVf2wP7wrrf+CVfxs8G/EP9iP4QeCNA0bxdb3uhfB7w1Heza78P9Y0uzlK6bbxk293eWsVvdjIJDQSSBlwwJUhj5P/AGz/ALf/AI9X0N/wTk/5R6fAf/sjPhf/ANNNtQBwfwG/bG+NvxA+MXhaTxtpnhZfAfxM1rxdpngqz0vTbmLVdLk0W7lihkvLh7l4rpbu3trmYrHDAbdvLjzPkyDE8A/t5/GnxL+3ev7OesaNoUPh+48d634dWyPhLUYHggsdMe8ivYtee4OnajcSsih9KgiF1bxyySSHbaSk+leDv2DPA3gL4lyfEjwv8XfG8Atb3V7vwroEk+nSaf4Yn1W+S91N7JHsjITcSK6/6Q8/kxzypb+QrYEvhf8AYS+HfhX4y2fxWt/iT4xudO0nxrqvjDQfAl3d2Z0bS9e1KG7hvL+Lbardszi/vm8qW5khR7uRkjUhCgB7dRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX8tX7GXw9i028RvJyLdGctt6n/Jr+pWv5v/ANlbwqYrm4iEZ4sm/h77hQB7R4CtY5Vdru3ygIwSSK73wuNjfuiAm75B6e1YGh6HKLXyk45Gcdq6vRdNa1hXapG496AOy8O29vqQWK5jAZDlWB6+1dXp9pbQwvatGg3j5SRXN+G7NvswBGCSPzrttPsLa5t1nfh+4oA57WfBxmXzHt8KRuUkdKXSPCyRqCy8DoK7Bw1ygilIZQMfh6U24tYLO3afhUQUAZtpHb2A8yRgoX1q3J4ujSICG7CYPG49a83+IvxRs9LdkjcAA4AzXJaX8TlvpjJ5pc442vnHNAH0ZoPjBLhhHOfx7V1WmarbToNrCvnjwx4zvPMVLuXajkBSG6V6h4W1aQhczbuexoA77UDFMgXJ5osFhghZlH51lJqKtIC5PtzU816sVscHg9OetAEuoazDbqwRgNoySa4LWvG0k1zJ9nkUqvcnpV7xhq8VnpU88lxtCxkls147qfjayFx8kuBn5iX60Aeo6V4t8jc0x3b/ALzAmtG21nT9UPkvOFfPBbivOtG1nSp7IyR6hE4I4CzDiom8RtFeqsVyioP4g3WgD1Y6OZB8y5B6ECq8fhpRcCQJkA8mqXg3xsLyNLa4IMagAOTzXUgxj/SIm3Kw/hoAppYvajbBD1HFFzCbS3810w2flBrRsrwLJnYAB2IzX58/t0/ty/tafDL9qDWvhz8L/ij4esfD9r9lhtluvA63hs7uY26LFPM15ESuJvNZ1Q7UwAHIbaAfX3i+3llZ3k+YMMkmvKvHXgjS/EpWPVbNpERSFQSMoIJGcgHnp3r4r8U/t5/8FDvD2vT+HPGXxh8CXEtsIZ7g+HvAwulFqU3Szq0l5ErBHxFjdy5GdoyRgeP/ANvX9tfwxe6Nqj/FbQJvD+oWUlxqF6fhl5d5ZJHam4ZvI+3FGUjCIxlUM24cbeQD7R8R+BLBtJs7eysbeRbZ2AF7udlzg4BOTj2r9o6/nu/YT/aL+Lv7RHjzXNI8Y+P7PW9J02FjAV8FrpbM32iSJHV1u5xJxBLvQY8slOWycf0I0AFfAfwA1PyNF8Zxbhx8a/iH/wCphrFfflfnF8GNT8i38cRbunxs+IXf/qb9XoA9Z/YE+OXg3QPjB8ZvhZqWjeLpdU1b4w2slrd6d8P9Yu9MQN4T8PKBNqMFq9nbnMbZWWZCoKkgB1J6L9pr9sb42/Cv4p+MX+HmmeFm8G/CbRfDep+O7bWdNuZtR1iPVL64imjsZo7mOO0a2tbfzw0kVwJ5JRFiEKZCv/BMeb7QfjnNnOfjNF/6ifhyu7+M/wCxD8OPjd8Uj8TNc8c+KtLi1G10i18X+GtGurVNO8UwaXeyXtjFfLLbyTBY5ppc/Z5YDLHIYpjLGFQAHlH/AAUR/bz+NP7KPj+Lw98ONF0JrK18CTeInbVvCWo6qmpzpeJB9iuLuyuIovDlvtILarfq9qvmEkfuJAfr3r0rwX43fsBeDfj1dXt54v8Ajj8QLR/EXgj/AIQ/x9/ZFzpkI8XaH5txILO8BsW8kD7XdoJbP7NKFuZBvztK+8xxxwxrFEgVVACqowAB2FAC0UUUAFFFFAH5S/8AB4Brj6B/wTf+Ht7HJtLfHvS0z650XWzj9K/JP9iz4rjWkt7CW4xJbyKce2a/VT/g83IH/BMX4e/Ng/8ADQGlYPv/AGJrlfhh+yT4sn0Pxlp8/msqyyBJcGgD9ovhzd/2to0F0j7l8sEH+8COKqa2s1zqYt0b5c5Zefesj9m3XhqfgG3UvllLR4H6fzr074XfDHUfiX42e0ghcW1oVe6lVck5IAQf7RJwPx9KAKGj6bLpegSa5KoigtFyJiOsnYD1NeeeLf2i1ZJ7PxRcLA7Z23MsmC/0/u/Suv8A28fjx4X+DMknwr8KW0V5qljDsmSNsxWkh6g46sOlfnj8RPE3ijxbfPqur6jJcOSSYgeAPp6UAe4/FL4q+FvFE0nl2SXM6Rkxz78MeOx9a+eviPHrurvJqNrqrEKSRFJx8voWHWpPDGieMpZ0ispDFZTKf+PlcbG4x8p5/Kt+z03TtKElvr1xE7scyTz4WGMA5zt/LNAHk9t4B8Ta/a2VvoejSyKszZ8tcjJxkE9vxrWuvhP4kfV3RZo12R7cE78AdQMdOtep/wDCx/DFpoZ0rS4nu5IwTcmzj8pCAcjaTz+lc9dfFaXTPC00ej6HZRyGcMkzOzvGp6+gOT7UAdR+zR8L/EXg7W0uRIQrZ85hyOxA9q/SP4MfYbbwGlzdyNbqsRdNykqcDtivgD9jzx7rPiPX71F1WBxIFiRTFsJcHJI7E9q/SLQ9I0WH4XRQ3ik3E8ALs6bQjY44FAHFTx6fqGpxm11iFjNJwN5Gcn3Fdj8TJrvRPhk2mQ6mrliixwg5XOc5x0rC8KeH9A1HxBAt9FCEhmyFt5G+Y9j16V3nxX0Xw7Boto8MaPC5G1DISVwBn36mgD4v+MV54it9On+3W7bGTGVj9fSvj34leO/GPh7x0+i2OryHbGrRwXJ8yNgT0wen4elfpr8QB8PNTultpRAI0wnMZI6dyBXxD+3r+z9o3h/xro3i7RonS2v4njTULBgypKpyqsBxyCfQ8UAeF3nxItvFWuyaVPYtYyuQuzO6GT1we2OvP51Db+BYE8WeXpzmPLBpSzFot2RjnqKxYfhpr2ka+76mkklrvE6XNsuAPdh1HT6Va0z4n63b+IXsVshcwb9qErnZGD978/50AeufD4+KvCesW86XEtq8EoeC4ikPUHgg5r9Nf2Ifij4S/aH8J/8ACsvG+mwL4igj3afdTqNty3og6CTuB0J4r86/hLNL4rtUW2gjWNyA/nEbSfdcencV9W/spfD7UdA+Jmi+Mba8+zxWF5HItlG/MgBByG9DigD1n43aL4g8M6i2h6lO3kg5t2RdiuM4yQO/qPauR06/utKAaG62YAbgck+ma+jP2uX0XxpbWWvWUK+dcMS4VcZbHJx2OevvzXzdqcLw3IF0mDHgYFAHXHxa0toLi9l4jj/dk9WPXGPU14t8d/i/pvg+wu9Rnk2zMh2R7sbjjOPwrrdZ8QJHdLAkoVIYyXZug9zXwL+2d8eP7W1O+1OxvG8hcwWSA4B5ILfjnNAH3B/wblfEOTxr/wAFF/GrXEu+WX4S6jO5GMD/AImulDH61+3Nfz6/8GourS6h/wAFFPGYlOS3wW1Fz/4N9H/xr+gqgD5M/wCCr0/2e0+A8ucY+Nsv/qI+Ja+WP2utVMn7J/xPj3fe+HmtD/yQmr6c/wCCvc/2fQvgXLnGPjc//qJeJK+Pv2rNVEn7LvxJj3fe8A6wP/JKagD9f6KKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvHf8AgofrF34d/YA+OfiDT2Ansfg74muICQCA6aVcsOD15Ar2KvFP+ClGP+HdHx93Hj/hSnirP/gouqAP5N08Yaz4k1WXXNe1OW6uZzmWaZsk/wCH0rqtA1y/sUK2F9LGJF2uqvgEVw+nCNUDKAOPSug0e8DR/MenpQB7F8GBf+J/FFvFqV48sFmgZFdyQO3SvoPw8fsc0Zt8KqkE49K+av2eNXltfHAhZ8wy2zb8/gRX0VoGpKx/cHCH77e1AHbap4zeeS2s4ZHE7AbNuMH5u/5V6vd+P4vhJ8KX1jV7ktILUnYSGJcrnaM+leRfDfQX1HxYdUlXMFqqiMOeN5zt/Lk/hXL/ALSvxFu/Fs0ei6DKJbS0BizjgjOHc/X/AAoA8r+LvxK0b4rXTPqNuY72XcLWS3QtGB2AUnj3rF8I+FbnT0h/4SIGSWJ8QxQ9COxY1zZi07wXLPHqk+yJNyyXEjYLnsRn7oxXBeK/jtrRnl0/wlqTQWpHzOTtdh3x/doA9r1v4o6H4A1+PRLi+ihtr6dftFhANzqCcZx0Vh15PNek+EPij4O1S0uE0+xun+zSlUchSdvqea+N5vEcF9erqeoW7SABJE+bHmE98/hXp/wN12+0fxJewRxTSx3Vo5ACsQjcce/U0AfWXw7TQ/FU0dvYNHMDgyo6/N09O/4V75JoFtrPg2yVYWgeOMKByQvp+HFfNH7MvhHXE1mLxMLW4iEbZQc7VyOcjpk19hWdq+o+HrcLENoTLY4560AZnw88O30dvHbX14jQwy5AVSSB6c11awwG+nheIRp13MOcVX8NQi02wOuFbrn9Kk8YJd/2gjxk4wFx7CgDI+IN0tzodzaW8Kspt3UkrnPy1+eGp+N/F2g/GTUdJ8RaqPMMuPKktxgr1G0jGOMV+imq6LdX9n/dUD5hjqK+Dv27vg3L4Z8bRfEXTtUzC8qx3kewhl64IxnPpQBzet/FjQkaKw8T6Y9m910urdy0YbnGR29e9cV4w0GCaWO/idVlnYvHeRN8kuDgEgd/euS8ax6l4p1Kax0W0uEtsBrXccr8vBBI4z0NYHhzxJ4j8JeJlstX3SW7TL9otpJMggdSvocUAfX37JfxTvfh99m8N667/YryL97ExyAWY4dfzrvPi/4ZGm6r/wAJVpyf6PcnbP5XIDHkMPYivGtI1vw/rPhaLV9NZ/s+wCLaMPAw9RXtnw6u7nxp8J20nVXEk0KeQJOzDG5D/wB9A/nQB5jqenLNKHibBb7wY8g/jXzz+0vDY23iGCKNh55jLOO+D0z+tfQetLPbztBM5DoxDnPTtXzH8e9RW88eXdwzZCKqL9AKAPMNWkYMdz8dSPevSv8Agm7e7v8AgpR+z6h5H/C7/CgGD/1GLWvJfEd6rP5UbflXpn/BNOeM/wDBSj9nsFuvxx8JgE9/+Jza0Af2G14l/wAFLzj/AIJxftAH/qiXiv8A9M91XtteI/8ABTE4/wCCb/7QJ/6oj4r/APTPdUAfK/8AbB/vGvrD/gnJ/wAo9PgP/wBkZ8L/APpptq+JP7YH94V9t/8ABOT/AJR6fAf/ALIz4X/9NNtQB7NRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV+Af7Mvh0QPfXfl4EdsB+Jf/AOtX7+V+H3wf0q10nw9qFzGpk8+4VAQOPlyT/OgDrvDViGVgVySQc109rYRQqgnwCT8qjrVTwnbxJCbiaEBVTc30ra0m5ivJjctbjJPy+w9KAOi0LTX8oMiZPb2rpLSKWGHDCsXQblovkVeo45rdQSSxgk/lQAGdLYGVpPujmuD+Ifxag06OSESgKAQPetn4heI4dB0pgGyzLnA618gfHz4vX8M8qByiDOdo7e5oA2vix8V7O8eQmRIzu65zn6HtXlun/tC6T4d1xkZpJeMYB4NeFfEL456lbahJDbsWUuflAJzXDTeM9WlvE1LzRGsrZQtyQO4oA+2bP9rW+vLtIbSFYokG4bgCTX0H8CfjjP4zSPy3JfGXAr82/Avii11ptk2oFCcBypxxmvrb9kTWbfStYgjNyW3jhTJkketAH3Lo2r/a40cHPHOa09QvmFpzzgVxvhrUUdVkjcc9q6SRzPAee1AHl/x98QapaeErw2JckxNhV6mvhLxB8afHX2iR5oJT5Wd0ZGOPp3r9BPibZQS6VJ5i5GCK/N/9ofX9O8K+Ob/S2sZI0WUOXGOVPt+NAHReDv2itVslzM91EyNscc8+mB3rtPDn7SEfiDU126nMzRnDKRjGDXyNqPxRt7SSVII5UEcw2DPUda7PwL4t0y9P2zypI2kIJKDoxoA+/vhr8Xn1JYkt7okbQDu717v4C8bpeRJBdHAYevFfDPwV8RNbNDLDdmRSBnzDivqT4Z6vDNslaUHp908UAe6G2CETRnKmvDPjh/wTc/ZP/aA+IF78T/ib4V8QXWsajb+Rdy2XjnVbOJoiqqUEUFykaqwRdwCgMVycmvbNCvvtdgoJzjir8ygoSRwBQB8ej/gjj+wd4dRYfD/w58R2aRyJIq23xF1pAHQkqwxd8FSzEHsSfWqetf8ABIP9hvU7W9e78C+Jp11O1jttRWf4i60/2mKM7kjkzd/Oqk5CngV9b3yBlYnvWMCBcNbt91xx9aAPnj4EfsLfs7/suayb34L+FdS00vDLEIbrxLfXkMaySLJIUjuJnRGZlBZlAJxya/ZWvzVvolj1Fc8fNzX6VUAFfmD8MdT8i78exbunxt+IP/qXavX6fV+UHgrU/I174hxbunxu+IH/AKlurUAfWf8AwSsm+0ab8bps9fjNH/6inh2vqyvkn/gkjN9o8M/GmbPX4zL/AOot4er62oAKKKKACiiigAooooA/IX/g9JlMP/BL34eyA9P2gtJ/9MmuV+B37O87T6pZvHniZTn8a/e3/g9VOP8Agll4BI/6OA0r/wBMeuV+C/7IVq2q6laRsDjep4FAH7A/sf3L3ngiCFCSwlHOPVRX3P8As932jfDj4V6v4wn8szxXTyJuxkyhMJ+WSR7mviT9iTTCfDe3aSFnUKMdflr6R8aXdx8PtES11iYi3vP3stvu+VH/AISfwJoA+Ff2nvBHi3UPiBqOuJ57Wd7dvKLqcktljkj1bk9a8xg8Madoyi82HeWBNzOOR7DstfVnxn+I3haSV7aOaG4uWQhIgobP/wBb3r5h8bWGua1qrvFattc/KluOCeowMe1AGY/j7SfC+++t7M3FxEWAEhJAIPv1+leaeM7zVvH2onVNXnt38yRQsFq5jKewAz7V13izwL4g1S7EPiGKRLdowS9rIolJ9MdF4/Gm2TfDT4d+XHFcvBO4JZCqzTE467/4f0oAs/DTwTq2q6Te6NP/AKCA+ILq6UBm44XGMsOhrHk+F96JJtIudUSa7SRd4EG0EYPzAc5Gf512/gr406pPZNBbW2nq0Ev7qaSNZXZSMc9AMZz0Nc14nute1j4l6XeLqM/nfacXUdqwRXTk8gY46UAfUn7Fv7KOpaH4UtPEOohHnS6VykYAD89T/ntX2h471W30fwVaLc6c26TqU6jA968P/Zd1aWPw9YaZcJNuKqVSR9wJHPXr3r6O8RXSXdhb2V5pKIPLG5eoz65NAHA/DnUPD8uuw4S4VpJBnzI1P9a6T41Wcepadb6RpazLK+WLDjIyOMVb0fTdK0y+W4XTk3cA74lJHPUcVreNte05dWjvbbhFhDPG6gZJz0oA8FufAmqwzMn2VpRzw/FeQ/te/CK/8XfDN7CzSWzuhJvtJlBXEgBI59DjH419K654323hKadDIpY7sMQf5VzvifV9A1mzeyvIp4vMX5o3jDx/5/CgD87PAvjOSLVbCx8YaTbQGMiK9uRFtkjI4Icfxc1qeK/gZ4Qh1WXxt4b1aF45FZ/NsrcG24I+8O34flXXftj/AAh8M6J43tPFujGSC2vLbNx9jUMjTA8Fl7ZH06V4ZL8Rde8Awy22kXz3Vhd2hN9DAcohBPGDyM8UAdtod1e+GWS8ln2JvCQy2o3Iw9sfrXsPwL/bFh8PaotjfRSSRiVVS4b5QOccknivBvhN8UNN169FjbRx2KvHiaC4IKNnoe/NdnqHw1tnkXUNEMalvnePPyn6Ht/9egD9KvhH4qtvjto32OC+R7iOIyWSh859QT36da4X4saJcaLftBPbGKVWIkVxgggV80fskftBeJ/gV4/0+/uLaZbWO6XzLaViRtzzj1GK/RD9sD4d6B4x+FGkfHXwKu+0vYIpiEXkxSA9fdXG36MKAPgz43eILrw98M/EWtwu3mrYNHC2cYLkJn/x6vzS/aZ19hqVhpiOMJE0sij16D+tfpd+0B4fn1P4SeIdNCfObMMoJ/usG/pX5Y/tJOU8bGHzPmW0QY9M5P8AWgD9DP8Ag0f1hr//AIKXeNrQZ2p8DdTOCe/9s6N/jX9Fdfzgf8Gg0kX/AA878cxCQl/+FFaoSCf+o1otf0f0AfGv/BZif7P4P+B0ucY+N7f+on4kr4l/ad1bzP2a/iFHv+94G1Ydf+nOWvs7/gtrP9n+HvwRl9Pjh/7qniOvgr9pLVpH/Z28fJFhmPgrVQqscAn7JL1POKAP3Lor52/ah+LX7VPgD9hf4vfE3xj4S8L+CfEmheDb+50PUfBnjG41wWSLbsZL5mutMsvLeAbpQuyRT5eWOMrXK/Drxj45+BGm/tM+DPhP4n8ReNdP+GuhWureCU8VeJLzXrqPVJdBN3Jpxu7uWW4mQultcCN5GK/2gQu1DGqgH1nRXyb/AMEzvH2sXM+o/Dn4g2fiWXxVd/D3wx4yu9a1f4t33iq31Sz1MXyQ3AS4CQ6VcNLaXDSWlnGLUAxeS8ipiP6yoAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArxD/gprJ5P/AATc/aDlyPl+CHiw8n00e6r2+vBP+Cqkhi/4Jf8A7SEq9V+AnjAj/wAEl3QB/I9o+vJJbrhv1re0nWo/PVd3B968X8EeNi5W2mlzjsTXoui3yzskkL5JPOaAPcvgrfiDxfEmeZEIU5r6Q0iV7W2Uo2Ny5Ir5X+Ed+sGu2N4eglUMcdM8V9T6RCZPs3mHcJEAX0HrQB6lY3E/hf4U3Opwj/SJLUuhbj5pPkBJ7YUH86+ftU8TWnh7w9ey6pqGFRmcuTgysew9ge3vX0D8cGtPCvwaaW/uPIjZImuH7LEg6ficV+eXxV+JmteNvE+3S4W+yxMyWlsp6p6kevf2oAx/jr461XxLqx1OEyC2mAR4VzhsDgnFZHg/wqnibTm1fVpjbRRME2jJkcn29Peu18K+F7YW5vPEeZfN4WEEbEJ6Y7dutZU+v6H4K1YyafC9wsRJkikcEZIPHXk9KAOt8C+C/BV9c2qpN5Zs03TpfEHdHjPfgV618MbnwjfeINLjvNdtEe8vFREhuAdq52heOK+Y7G71rxvp+qeINQmMKW0oEUUI25GDjAB4wPXrXafA+TVdV8d6Smlbkjt7qIqjMNxwckn8aAP1S+GGjeH9M0WOy0+SNkii42EEsfU16n4RsXvdJEVvKpGeQePxr54+H1zqWi3cLvExdh8wJPII5r6c+GqB/CsNwsCh3Tqy9AcGgCjdaZqUcyxRW7BQRuc8KMVZgMV1ctHefPJGMKc8YrdjtwQSyDJODxXL+ODe6XcpdW0eCybeB97nnNAFfW9ft9LuPJCb1Jx1wBmvB/2nPD1l4nsLvT7zQTLDcxYV0blQRjIyOoNeuanHPqK+YqluOfY1ka/4Zk8R6U2n3EBEgQ+XuGKAPzp0fTIPh/rV/arcZkjfylt7lcFieAfQg1x+seCNQ1vVJdbu7Rba7Mrp5Eq4TaOcjP3c177+038OtN8D+Jo73WEXFwd8St0Dplh9a8nk+JzrpdzcfEGy326RxxWjxRDc3XnPft+VAHIW3xP17whrkNnFEVZdv22zYYVwOg/rX2P+yF4h0vxnoN1Dpl2slvcRb1U9YZFIypHY4NfJGpeGNM8W6d/btpMsrSNi1mU5aPOeT6jjGK9Z/YX1XUfAPja6j1FXS22KlxH/AAtubhx78f0oA7b4tWj6J4x1W2lUKoldhnjGea+MPirqT3ev3l6CcSSnHPbJA/SvvP8AbR0VdM0STxXYL88n7l5FH3iV+RvxGfyr4H+JEbQq0FxGMv8AxelAHlOsanLLK+0d8V6j/wAEz7yWT/gpp+ztGWHPx18I9eP+YzaV5PrlpLbSSSAnBOQDXoP/AATS1Ij/AIKgfs4Q92+Pfg8f+Vu0oA/s9rxD/gpocf8ABN39oM/9UQ8Wf+me6r2+vD/+Cm5x/wAE2v2hD/1Q/wAWf+me6oA+A/7Z/wBv/wAer9Bv+Ccn/KPT4D/9kZ8L/wDpptq/M/8Atg/3jX6Bf8Eq9Z+PGofsR/CCy+Jfw38I6ToMHwe8NDw/qWheNrrUby9QabbhWuLaXTbZLUmPaxCTTgMSoLAbyAfSlFfD/wCyv8QfiDfftA/D3xxffFfxPqusfEjxP8S7Dx54W1LxLdXOn6dbaRq0sFqbewkkaGwNk0VtZF4EjMv2stMZZHVw34MfHD4iXn7bF/4p+NPhzxI1nrHxx174eeD5rP4r38drp5s9KuLu3STw3GFs5beW0tZbg3krS3QnuVYRrAsToAfcVFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfjN4RtYtO8KWto0Cq0jPI3y46scfoBX7M1+M2r3iW+uPpcJGyBhEoB9OKAOsS6ht9LjtVChpsc4/hFW9GuURtioAOO3WuHuvFMb6r9jR8rABH17966HStRDxAqeSKAPRNEnBKvgda2LnUlgiJUjpwK5LQ9QC2oYnk9qvyXe+zaRn6KaAPNvjN4slkMyNNtABAr5D+NPiG1gM8l5cxn5T/rT1/CvoD4665fQPMLeVY+ue5r4y+PA1O5eWUxtKSD0ySaAPI/H/jjSor6SSMo2M5Cjg81z0vjC1vraJLXYnmPgZ6qcdQKzvFWi391cl/sTRknDbzgE/jWBfaNdQtCPtRDK+diL/WgDsvDniLXNKu/shuSrE5CL0I7Gvqr9kb4iX1z4jtbUxZkcpjAOBzXzL4a0ayuWg1C4hkJZFVpN3rwc+lfSP7KOnafp/jq1tbZUjZnTCqc8Z6g0AfpD8PJrmfT4ZbnO5gDz9K7+3YtAB7Vw/gaIHS4fZR0+ldxp6kx4B6CgDnvGenG6sZEwOVOBivzf/b8+Gs4+IMV9DMY/tMIGFj4JBr9M/EETPC21M8V8Pf8ABS7wlr0Oi2HiLS0bYkjLIyxg7ehGeKAPiTUfh7cXVnIkn+uilXeShGR04r1HwposEej2Gg2NjbxSwQZmuBkvKSe/HFTaH4J1mL4cL418TzxxRTxKbaeUqCPqF5GT0zWd4K8STPr6wxtAASFBcHp70Aez/D1b3Tp4YhtVAAVX1NfRvwzvLwCOSAFeBkr3NfMvh3Vp7HxAtm8sVyI8Fnt3OMnt719IfCXWojDCklu8ZIzjOaAPo74ba+8yi2uMZxjOK7aeRfLAAHNeaeBJVJSaM5HHI7V3bXLuqjd0HWgCO/eMPiUHZuAbb1x3qP4iTfDe2it5PAzaj5yysbj7cq7dvG3bjn1zmlvPnjLMea5HxPd+VkE9qAK2t3EZvkdQuGwa/Suvy0u9aaeGKYPlkl2EZ96/UugAr8f9D1PyPGHxIi3fd+N/j/v/ANTZqtfsBX4vR6n5HxC+JsW7p8cPH/8A6leq0AfcH/BHWb7R4F+Ms2c5+M3/ALrHh+vsGvgX/gj3r/x4C/E6w8KfDfwje+DpvjCp1fXtR8bXVrqds/8AwjehBlhsE02WKcACMgtdRElmBC7QW2v21fiD8QdM+N3xP8W6X8V/E+i6p8LPDHgK/wDh14c0nxLdWdjqdzqWtXsEwurOKRYtSF48EenhJ0kEewmERyuXIB9wUV8R/wDBRP4yfErwp+0Hd2d/4e8QXvw8+HfwTvfH2uW3h74tX3g+a78i8ZLt0msQJL+eC3ij8q0kkhtWN4xnkVjAR9r2F7DqVjDqNuriOeFZEEiFWAYAjIPIPPQ9KAJaKKKACiiigD8gf+D1b/lFl4B/7OA0r/0x65X4ZfsDaZ9umhuCn3Wxk1+5v/B6t/yiy8A/9nAaV/6Y9cr8VP8AgnLpwk0mKZh96Tr+NAH7N/8ABNrwEdX05JprcMkDtNtI6sdqoPzIP4Vj/wDBS/48waL41v8A4XeCpAZNPb7Pc3ac4kAwyr7g969b/wCCc91D4U8JTTtCWkjijlVAuScbiOPqBXgf7WvwhvNY8faj8RpYS1xdztJdQMuRFkk78Dq3qKAPlXw5pvii41FJbzU2EUxLMLkklue2eR/Kuu1X4jeCvBWkiXxJcxWhwEOz5mb156965X4lfEXSvDCT2ehM17dqCJ5VcBU/HnJ9hXgviW38Z/EjUzLIZWiBIMkzgIh446fyoA9O8R/FvwP4ikls/C0jSK2W88SEZ6/lXNaX4Si8aX8dhpdsSzfIqJEWGRk9fz5qh4f+Eej6Jax39209xKHyy+Z5ca46nn+HPrWto37TuifDfVzpmiWn2oxZWQpEBEpwR1xluvbH1oA6rw74A07RrEab4qit7OEvtKWcmZj+P/669v8AgB+zz4W17XTrEYMuLYrA1w2WTJGOvHQV8xeH9V+Ivxp1WTVtJlZbFTllt0WNhknPzNlgPcV9n/s7eCpvh/4btY7+WSe5lt97NNKWZc+p5oA+gvB/g+HwrpFjBaCJp4pEAkVh68ivbdRi1b+zrfUm0jzotnzs0Zz+hr59+GzXuu+IFi+zMu+RSp35XI9R+tfTOoarfwWiWVxAm2OIIoC4HT0+tAHPaRqL6tfeS3h4hlJAdCwAx9axvHFjf3OuuqWbqkcOQFGcnvzXY6PqMlk++K3CjeDgE81l+OtSD6hc3SW/kq0OAPvY4xwKAPOpPDFvqZaZCIpMfPGOefb1rm7jwjq7XM09uUuEjJUhGww/A1Q+IWu+JdBkku7HUp0SMFssox+WKj+HvxK8QarZ77yGC4YkF5FiwcfUf4UAeYftY/CTRvEHgp2a5uLS6a3YwTxkjy/68HtXwHpHinwf4A8STaF8S7ecXcTCM3CxnZMv94jjqO/Sv1w8VSeFvFOgPa67bBXYBUS5A+X3Df8A6q+NP2qP2E/CPiO9PjLQmDXForM1u4YrMnXGRyeemKAPA/F/hX4f3lpB4j8AobOa5XcLSZflAHfj7ufUZFdD8OPjD4m0qSLw5rmkpcRj5TsXduHqrDqKj+HHws13RPFEdhqWmSGzeYDyGk3ADHOCfu8dv0r2LStM+Huj6hJplrYW1wbN9l1bu43xL1BH09RQB2vwp+EMXxOmtJZbcLb7vlwcOBnkKe2PSv0OTU49N/Y+XwDfMJha+XbWkir90blYA+nC/pX54eG/ih/wq+/XUdDuhNaBtxWNM7QTnnAx+Nfaf7Inxg0L4/abL4eXB8yHElnKfmZh3x/Ij1oA+bvjH4b+yxajaNDmOe3ZcHoQR0r8hv20vD9x4b+K+pwOhVEVAmBjjaK/c79qr4ZT+EdYm0ySMtG0Xm2zMOWjPr7ggg/Svx9/4KaeD/sfii+1yJQMOA2B22igD6C/4M7b/wC0f8FVPHkG7OPgFqrf+VvQ6/pXr+ZH/gzOuTc/8FY/iGSeF+AOqj/yuaHX9N1AHw7/AMF0p/s/wq+CkuenxxH/AKiviOvzy+P+qiT4D+No933vCOpD/wAlZK/QL/gvfP8AZ/gv8GJc4x8ck/8AUW8RV+a/xw1bzPgr4wj3/e8LagOv/TtJQB/Qhe2VnqVnLp2o2kVxb3ETRzwTRh0kRhhlZTwQQSCDwQa5T4c/s8/AH4PafYaT8I/gd4P8LWuly3MmmW3hzwza2Mdo9wFFw0SwxqIzKETeVwX2LuzgV2FFAHLfC/4G/BT4IW2oWXwX+D/hbwhDq14bvVYvC/h+209by4IwZpRAiiR8fxNk+9dTRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXgX/BVyWW3/4Jb/tKTwyFHT4A+MWRlOCCNEvMEV77XgH/AAVgbb/wS0/aVbaDj4AeMjg9D/xJLygD+Iq01O7s51uIZSGU5r2r4P8AiSLXIYrtD8ynZKn904rw2ut+DXiVtB8ZQW8spEF2wjkBPAPY/nQB9geDFKW8ZjYKM/rX15+zpZDxpp+k3Nx8xQMJz2ATrn64/Wvk/wCG9vFqGllmjGdvHFfX/wCxDbzNod9DNxskWNT6byD/ACBoAb+314gutQ8LQ/D+x3YmtFllVBy0mQUX9B+dfHemaDYeGrY6hqEaGcKWnllfAHsPavtT446Fb6vr91rl8wMm3coc/wCqXtj9K+Fv2itVlTxBPp9g7JZPIdpDHBweR9BQBznjP42TzynSNKs1+y5w05GCcemO1ZWjtNr1iyR2425xL5TdAOnP1qjpHgW41iUXE1tIIWb5N65Zvf2Fddeazb+CdGHkWFtEVQL8oGDz1AHU+9AHTfBH4W3fiVLnSNSuTIuA0UYOxPxJ5b6cV9Dfsx/BtfDnjQRSeHYt0Kb2fZkICcDAPXg14r8DNY1oeH4tW09IIpJ77zJbiUZdVGBgcfLwTxX0V8Pp9dszd+KbjVWcXMkcMCtJknHJIye2D0oA+v8Awz4Vj1O8iZIhjG7I44xXt/w/gNroYt5k2hOAM9q8E+BuvPHbLe3ksmZPlWN8kYx1r6E+H0cNzo7XLYbLMAp75FAEgltUYL9pQtvxgdetZ/iPSm1e+Ebx4RR34roI9N0yG7Mracm7Gck1S8QTWttdpNGDgrlhjpQBw+saCNGn8yJiAcbvQ1HA/kjzAgYcfKDVvxNM2pu8DqTn7u48VT8PWyTGS1u7UKYD8hI6+9AHhX7dP7PkvxS+Gt5quk6ax1CyTzoPKbY3HXB+ma/OvxPpvjHVon8P20XnNYoypa+Wd6L3JPQn6flX68+N9fuPDNmz3NuLi1cEOr84B618L/tOaL4f0fx9NrXg6GKJriNrgQqigPkgHaw6kUAfKugeIdW+HetotvA00EiqZo/vAdiw9D1r6++B3hux1zwdB4hsERjdN5sE2cFeOFP15/OvAta+El/4lNv4l01wsR4vFRcrvBztIHQn1r2H4K+PIvA8MdpewG2t5GEUtqekeAAHA9en1ANAHr/xjtm8ZfBl7W4t90kdjI3TkPDhh/47kV8E/EfSVmZ3kiPDHdn+lfovd2Car8Pp5rYK0aJNDIy8hlaLhv1r4N+JmnMst1aqnMcjdB70AfNvxFnt9MWVmO0KvzFugq3/AMEwvEsl/wD8FWf2bEsHZI/+GgPB6lgcFgdbtAR9CM1xH7RviBrJ/wCyY5fnncsx77QeP8+1b3/BJxtv/BU79mkkA/8AF/8Awd1/7DdnQB/b5Xh3/BTs4/4Jr/tCn/qh3i3/ANM11XuNeG/8FPTj/gmp+0Of+qG+Lf8A0zXdAH5Yf2wP7wr9W/8AgnJ/yj0+A/8A2Rnwv/6abavx5/tn/b/8er9hv+Ccn/KPT4D/APZGfC//AKabagDsU/Zt/Z1j8Wa74+j+Afgpdd8UeT/wkutL4WtBd6t5LpJF9qm8vfPseONl3ltrRqRgqKuQ/A34KW/xVl+O0Hwf8LJ43nsxaTeMk8P2w1WS3ChfJa7CecU2qo2lsYAGOK6migAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr8OPF/iqHSfE+q6k8oMcE0rg544ziv3Hr+cz9oT4gN4e8OXatdYnvrkqDu525yaAOt8M/EWfUbkXMk3Mj7uvXNew+B9be92hpBjA718WeGfiIkVxbQRzZbaOA3UV9LfBrxM2oQRHzOWAzzQB9A6VOXUKrjitW5kddPkGSPl61zWgXY2KF6nrW7e3BTTHPU7KAPFvjJY2r+Y0pUZ7sa+Vvi7qulQNLZzStJgkIFPX2r6T+OT3E0MzIzFsYGK+Svila38Uksgh4zzuGcmgDyDxrqiRXDolkxTdk85xXDaxqF815G8NuGUvgRuOc47EV2nieG5YvJOsS8nc5PAri7d3tL0XNxINm/O5jnH0zQB6r4Z13wzf/AA8n0TUPCZe88kDcD84bsd3bnmvYf2JvBevy+LNOubh5DHbtllkHGCeOfavBfDOo3SIr6PareREhZHC5/MjuK+4P2T4NNFjpqw6ftnx8y/3QPegD7P8AAdh5OlRAtklQetdnYwYA9xXL/D8PJZKrJwAMZFdrbxYQcY4oAoanaK8WADXnPxQ+Hmk+M9DuNE1izWaGZCCjgV6leLhMGud1yFSjDHagD4L+OX7OeseF/DTaLDdXE+mwyfuhgfInOM/SvA4fhlepqa3FnPLLGkmSkWAMg9Cfav0k+I3hmDW7CWxngVlcYKlc5FfNvjH9nvWNJ1eTUvDLFELkmMj5QOvA/pQBzfw78I3M32eN7QodoDMqdAPX/GvoP4feGxp6xBmYOBzu7V494OufE+goVaMmVWxIrrgqPbNexeB/EV1fFZbn75AL7l5zQB7V4MQwW6GM9BXaw3B8sP2rgfB2qxNbquMEjpXY/aQLVSPSgC7dTgxkiuF8bXSxxyMWxgE10F7q3lwtlu3rXnPxL8VWem2hN1IQJSVGKAOf07WZJlngk6iVXXP1r9ea/Ep/Hccd9HcRtiF32FifU1+2tABX4e6rqfkfFX4pRbhx8cfH3/qVapX7hV+Dni7U/I+NHxXi3fd+OXj3v/1NOqUAfob/AMEP5vtHwe+Lc2evxmf/ANRvQa+rvFvwR+C/j7xtofxL8d/CHwvrXiTww7P4a8QatoFtc32ksxBZraeRDJASQCSjLnAr5G/4IRzfaPgV8Vps5z8ZpP8A1HdBr7hoA4nxN+zT+zl4107QNH8ZfADwTq1p4UuftHhe11PwrZ3EejzZDeZaq8ZFu+VU7o9pyAe1dtRRQAUUUUAFFFFAH5A/8Hq3/KLLwD/2cBpX/pj1yvxu/wCCZtvFdaRYxvggzjIz71+yP/B6t/yiy8A/9nAaV/6Y9cr8bv8AglpN50Vna7sH7TgflQB+3P7LVhqHh74ezeMFYKGtGEYZsAR9Cx/Xntg14t8efj9oXjl7vw14FuBPaqxjubjOHdjwcD+77969O/aH8X3vwo/ZPfw/4YgPn6pfQ6WhTORGsQdwD23Ej8M18VaVba3o2pPrUlzGZY0LSuxKxRr1IPtjvQBzXxG/Z+t7/U0uGuzbwOwZ4QCct/tYP6CuO8Raxpnw8szpMNhBqN5EpQQJhNn59P516Drv7TPhPX5JvDnhWU2zrmP7TKmfObH/ACyB5I/WuNuPhSnieF5vEiKA7M2ZExM568n+H6c0AeV63cav4wuUguN6hyGSyspSVjx3Pr+NX7z4c6HZpD/xI/PvLlVZ7lpRsVj22568V2et6ZYfDrTzeWhTT7cDIM3LSgH7qqMls/l70vwe8Wz6lqZvdK8LpNEjB2k1LBXcScbFHQ/nQB6Z8AvCOheFIbfSpnQx3pVbhAgBfJyW4OQK+o9BnsrK4tdL0fSESC4RYzcZ3E+oA7AetfMOjav4f1v4o2UuqWDi3SMl7f7SOWAwcKvGM9K+lPD3jnQY7aHStJ0swpDbj5Cfm3Z4x6cGgD2nwDoVtpRimhvY5ZmnX5kyMD6V7J4h07xImn211aSA5X5w4Xjn3rxT4Fw6l4m1KAXVuYvLcNGd+eD2NfRl+14ZXM+SrEBQR0/pQBzGgaf4l1C6WORY9u75vukgfhTtS8MXN3qEs92N4EOFyMfpXRWMs9tK8USgEkFcDFUfF15eIJ3aPG6MDbGMZ4H5UAeV+PfBmjXWmXEF9DG5dMYVuf0rhdM+Hd9oE8MfhzUkitWy80Ey5yB2z1yeK7HxZKsrGJS8ZHDZ6is2DVbw7rZ5iegQSLuAPb6UAUfFfhjU9V8PfLpZUMhI2tnPvXz/AOLvFHi74eajLZmxF1ZY+a1kzx9D2/CvqfTfFFoEXT9VtHiaNNpkiO5fy6j9a4v4p+CtH161N7aiKcP95ocA4/Lr7GgD4b8SePPDFj4rvbPT4pLW51KFnt7W4crgnG4KScN6j61xOuQ6+183iHw5dlbxArwiUEb8dVyeD9DXo/7Zv7Ker6t4dm8ReG4Xe7sZRcQGFyrKU56e44yK8D+EHx/n1a6PhX4grPHIkhVZWXDx7Qchx356n2oA94+C3xai8aSL4X8YxR2epRggBgEWXjkY9a+nf2UNL8SeC/jBo+reBZmimjvY2liOdqx7gWb3GO1fGF5oT+J57e/0aSP7TNhbaeP5lYg9OOvbntX3N/wT41m4Se20Hx5Iv9sghbWZuDIBjCZPX698UAfU3/BQ3RdKKaNq1jGhN1FdOuzqFbY238GZq/Ez/gpNoUV/pGqziMbmhJBA7rx/Sv2f/bi1CXUbXTby1JNrHZlDtPCTEAuP0H5Gvx+/4KCrB/Z+p2+Bt8piSfcYoAP+DLli3/BVv4iE/wDRBNW/9Pmh1/TxX8xP/Bl8uz/grD8R09PgPrA/8ruh1/TtQB8Df8HBk/2f4C/BuXOMfHSP/wBRfxFX5ffGLVTJ8I/FMe773hy+H/ku9fpr/wAHFM/2f9nL4PS5xj46w/8AqMeIa/KX4p6qJPhj4jj3fe0G8H/kF6AP6X6KKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvAf+Cr+z/h1p+0r5gO3/AIUB4y3Y64/sS8r36vAf+Cr6hv8Aglp+0qpYKD8APGQLHoP+JJeUAfxA0+2nktbiO5ibDRuGU+hBplFAH3l+zdcy+JvD1reRNkTWSSH6lRn9c19v/sTabut9Qt9uAJYZD9BkV8EfsPXj3nw402USkGNXiJPoHPH5EV+jH7HOlR6X4eudSnJzcqSP9yMZP86APG/2x/iJdeHvEE3hmwlYT3Un+kMv/LKLJA/PH5V4Fqfw6PiWyXUdYTzWjYm0QR9e+W9Qa9h+PHhW58Q/EjVfF2rM/wBlkk3IOoZjxj6Aj+VeT+OvibBpmnnwzpWpSNeKhDYbhF9c+vtQBwHiXX9H8Nyf2fvM91u+WKNNojxwST2Ga868V+ILTVtVElzfCa5kAUKsWBuyOnp0rb1nw34i1a5m1HTgQrHddzS4PHr7/SodC8Hypf8A9qWdqJIUB3TvF8zMOePQdOlAHpPwu+H3ja60O00/T70wG4lTyoyuGck4YgdeAf0r7f8Agb8BUisLSPXPMuDFGuCXIBJxk4P0rwH9jPww2vamni/xAwl+yQhUjRgdhOSc9gf1r6n8FfE3UodVe2gtIVgQhIg+ctzzz64oA9r8LeDrSwjRbKDaijGPavZvhjHbtoXkAAGNiCM9vWvLfh5rkl7HGJ4VUPj5kr13wHZwT6azv8oLNkqO1AGjNH8hLbeW4Oeax/E9tG08cCAZ43Y9K210GzefmRiA2R8wqLXLWKxvUZgMMpwT6UAcZqejqJRK0I9M0iaREsa3KEqWHzCrevX8j3ZSGIEZ6tTWubhbXa6qcLzgYoA4v4lad9u0g2WMhgQSBnA9a+If2ofCElnN9rsUkcxTFo4v7rZ5A+uK+2bvWUvb+SyndlZXIVXHBH1rhviD8I9L8V2UjX9p84d9rAcg/wBaAPiH4b6qskn2eeOSK3Zys3HMbdcsPTtmuk1rRF1bViv2dPOtc4lX5VfHIHocDvWH8c/CHiD4G+LZI7aFpra5Y7nUH51PUH071d+HmpuNNj0a4nR7W/QiymkbMkExH+rY84Hp+VAH0D+zjfy+IPgfPp1/Lm5SOXcp6orbgmfpjH5V8dfG2xn0rUNTdl2ujkOPQ9DX2V8JrVtJtZ9Otx5Xm6a0Lx+u1flb/wAdr5Z/bQsF0nxDrkygATIk2c8fOob+tAH5pfHrVm1L4i3cIclbbEYGe46/rXpn/BJvZ/w9O/Zp3g4/4X/4O6ev9t2mK8Y+Ilw11461adj1vpAPwYivZ/8Agk2ob/gqd+zSCwH/ABf/AMHHJ/7DdpQB/b5Xhn/BUE4/4Jo/tEH/AKoX4t/9M13XudeF/wDBUM4/4Jn/ALRJ/wCqFeLv/TNd0Afi5/bB/vGv2x/4Jyf8o9PgP/2Rnwv/AOmm2r8I/wC2B/eFfu5/wTk/5R6fAf8A7Iz4X/8ATTbUAezUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfypftgfEQrrp0qKclbNcHn+I4Jr+q2v42v2hvHVxrOp3+pSTHc8hbOaAO28B/EVLnxfYM02VVQoHrkc19r/AAA1mMsvlyZQkba/J3w38StStfF2g6dY3H725uIlkIPQbwMfrX6a/s+6gbTTbZTISQFJz36UAfYPhm/DQqc54robi5L6c5P92vPfBOqNJbxgmuwvL100mTb1CcUAea/FaWzlgkhkAJxwPWvlf4yOsUUgtVcMSVIXHSvozxzNc3sskYjL8/e7V4b8S/D8z+YXjAznkuPl96APmXx1qM1rDIzj5WOGJXOB/jXmq3ryux1NWezdvvIPmVs9R/hXrnxXsEtf9BhlRAz/ADSHJAHqQBzXmEmmy31wmghVvWMxaBIl2c9c9aAO2+CGnWA8Qi70a8ne0IDFDIcl+/Ffot+yR4TW9hh1aW0dN2NpYY478V8a/sm/DC08V69a6hZaZPbCFit4zrtDnHGBX6V/B7Q7CxsbW1sIMbVUED1oA9j8IaalvbqqL2rq7W2ygO38ayfDNkwtwCOcDmuns7UCNcDjFAGbfWAePgfWud1zS28tivcV213bHb0rA1q1cqyhaAPNNe0lp42jYckdRXKyeHyxMUvzDuGFeh6jalXfKdD6ViXNgzSEle/UUAee6/8ACrStYtXKwFJQOHTg1R8OeHodOuTZFZFaLA+c16hFpzEYJ5HesLxnoU8CrqlmvKH95x1FAGh4daSNVHX1ruLW7EmnLluQOTXm3hjWoptsbEA9Aa7CG+aO2IyMY5oAh13UxHGcN9K8k+Mt/wDaNEadcsYG34HpXaeLtYZMhTXk/wARdcL6bdRs3Hkvx+FAHmfirWnt/B15LbEmSBBKmPUMDX9ANfzknxMJ/D9+znKmF8ZPUEZr+jagAr+fv4j6n5Hx6+LkW7p8dPHn/qUanX9Alfzs/GDU/I/aN+MMW7p8dfHf/qT6lQB+nX/BAib7R+zt8UZs9fjNN/6j2hV92V8E/wDBvbN9o/Zj+Js2evxmuP8A0waHX3tQAUUUUAFFFFABRRRQB+QP/B6t/wAosvAP/ZwGlf8Apj1yvxX/AOCWmpGLU4kVuY7gn+VftR/werf8osvAP/ZwGlf+mPXK/E//AIJH2DeIPiZY+HscXOprGcf3SRk/lmgD92vHXha0+KX7M1pPdSxwyX+2+gkmOBblYwCxPYHnPtX5pfHPxp4h8c69cfDbwhazW2n2MhW5BjKtOw4Mjnsn91fx6191/G34qyeHvAPh74XWlyYIdcWS4uJ1GBBbK2yND7MynjvgV87fG/4c6ZpXhx/FltELZYj84A/e3Zx9wgHJPoe1AHzfpnhzwx4Js31O9uA7RLie+ugP3ZPdM/dNZ178f5IswaVcXV5aRf8ALxP98j1Udx7mua8UeJ/EPjbxWfD9j4WuhCMhbRSQiMP4myOT79K1vB/wHtdW1CLUfFniARIEJltrWbiNBkkMVHOfagDotHu7X4nRRz6hY3Eiy/LB5rMW9s9eK9T+F/gPSo4X8Mai9tH5qtLA6rtYMvJDHuPauLsr3QPC96L2IxWWnw4jsreDky/L94Y9scmuWf44XNz48ey0uJpHEbYll+YqOx9APbnNAHsHw28F6ZZfHFZL+6crbWa+XCSAHJcDcQPbpzX1lp1p4X0FoLqd4lmmVSyhRwM9PxzXwv8AB/xxc+Kfi6j3eoyrHBEFu7l5dpcgqQNufyr6w1nWtItLi1l0+aSaeYZTIz+fp0oA+sfgTDZXssaaZNCS0uSqtgjjgYNe3694c1WG2hkt73ZlfmBc8HOK+Zf2VJb6bXLGaeJonaUOjs2QSDnFfUt74iuJZCt6QCOF2rxQBi6Zo+t3GqBJtRyoOSRJniqmu2kizzLM/wAvlgjewzW2Lm8jdpkUK24EcdOawfiHqLbmd7cAtGo2x9T+FAHm/jRtHkjeFRE0uQA2etZUHhWO5tBPZyB3Dgtk8YpPGSC5BQBkbIweh61B4a1DVtLuEjjLSqx27ZMtQBoax4Z1M2k97HZhshcGPkqa5SbQrq8iY2k7xSqOVP6j6fWu58ReI5LOyLtHJHJuVvkPGPfvVaC70DX7cXUkabpWxgPg59eKAPIPFlhB9neDXrdPsrqUM8XK8jnPXaK+Kv2j/wBlDR9K+JTeINEmt4YdSjYxTxDADY6Z75Fff/jvwnqmkPNc6YvnW0hxLbv93afr3r5h/arn1LwX4Wub5LNZraNTJFBKOQV5O09uKAPGvh1c33wYjtZbrTDc6fcS75YtpO3BAJUnO0nGcV9H6L8VPDutaba3XgPUl8+cf6PfwHDWkg6hiOjg44/Gvlbw78YfDvxt8L3Vn4ckkSWGPLQyOAwbuo/AZzU3wYv9R+C3iuPUCJ5fD17ME1GCR93kNkfOO+4evccGgD9WNS8Rav8AEj9kSDW9bUjUrfTriO8cjIa4tWVi4P8AtRuD+Jr8hv8AgoJrwj0vUyZCWaADGe5Jr9j7PS00n/gn/Jrf2hJNum3Fwrx8iRLgKiN/3yVr8Q/+CjurrBBdrk/MmcfjQB6j/wAGY67f+CtHxJH/AFQjV/8A0+6HX9OdfzE/8GXkpn/4Kv8AxGmP8XwF1c/+V3Q6/p2oA/O7/g5Gn+z/ALMHwilzjHx2g/8AUZ8Q1+RXxI1V5fh3r0UUoDNot0FLcgEwt1GRmv1q/wCDmOf7P+yb8JZc9Pjvbf8AqNeIK/HHxrqpk8G6vHu+9plwP/IbUAf0OftXaP8AtXaL+wX8ZI/FvxG0bxH4jfwRqJ0if4b+Cr3RbqGD7M/nrEkmpX0slyU3mJomRg20KpbBrzr9kb4h/CfwNdfHb/hgHRfCPiHwe0NtefCPwX4R1mystK1/X7fRY3v7bTX3rbrGztpyTyRny455JmkIk82vtOigD4m/4JH2njzw78U/2ivC/wARfhL4z0PXJPH+j6p4k1fxhdaQ8uo6tc+HNMe6bbp2o3ix5f8AepGGMUUE0ESNmNo4/tmiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvAP+CsCs//AAS0/aVRRkn4AeMgB/3BLyvf68A/4Kxf8osv2lv+zf8Axl/6Y7ygD+IKiiigD7R/4J7MLn4epE65CahID9OK/Tb4QwyaT4EsbeIbTJp+wkdvMkJyfwFfmL/wTidX8JPAzdL9j+or9UvB+muvw2hvoiAWt7VI2A6Yzkn2yaAPEP20Vs/B3gVZ9OVTchCLaHu5PVj7DrXxRpPhbW/GWpPqmm3AVYcm+lkXHmEnBAOec/pX2D8cbwfGvWJ47GTNtEpiRiDiOIHBb6k/zFeKa5o/hv4baZLJrEPkWdop2jd80w9QO5OKAM1vA+mXGg+WZ7ezt22gtLLgLjluT1rz/wAbaQ1r5XgzwfcM1gG826nRsmQ56DHQVi67468RfEnxKlnZXhtNGjkJS1xwiAffY9z/AI1oDXJ0iuItBbi9ukSGVx94dPloA+pv2J/CWpw+G5I5Ivs1spykTcFs/wAXvjpX0V4O8BGy1GK7jjMgZixdl7k/4V55+yP8O5ND8PWgv2lmdYVaWSVs8Y6AV9J6Hp1rZRxST7EijX5VkYA/WgDe8GaVc20YIdl53bRXtHgCMz6Aj4JLH5gvrXm/haaw1SIC1nQn/ZbPFeleAdPuLfTNqy4DscHdgCgDait3jYsFfHuDVPxNAdsbHrtwoNWjYX7ttfUgfm5G8/4VBr9s5uYiz8A4HPU+tAHH3Onzi9Z+uTUlzE0duzMMDac1q3ogiuwGlXOeRTL+NJLUxRFWJHOOaAPMri0totU84RiRWbaze9LqMkduGCqPLZyAG5wDWpcaRE7kBtjK244PGfpVHU7MLIHukyuRuKcj/wCtQB4B+1D8Potcs28TQwJMsBKyQlOqngn3r520T4c32i/boIZMW4j8yJW6Bie3rgd6+4/HvhyLULJoraAuJY8oAOGPOQRXjGo6BottpNxpSWiR3Ns5GCRyCclee1AFD4M+LP8AhKtZ0e1WINcWcgt9Tw/3kKkK+PQ8/iK8E/4KK2X9iXF/vOT9hiUnHXC4B/Ku/wDgamr+F/2gIbuSV1sLzfEoYcbR0B+jbTn3rk/+CqOnG20ptVRs+ZaeVJjs6D/BhQB+RHi9t/inUJP7125/M17d/wAEm1Zv+Cp37NIUZ/4v/wCDT/5W7OvDfErbteum9ZjXuP8AwSd/5Sm/s0/9nAeDf/T5Z0Af2+14T/wVGOP+CZn7RR/6oT4u/wDTNd17tXhH/BUk4/4Jk/tGH/qhHi//ANMt3QB+BX9s/wC3/wCPV+7H/BKvRvjxp/7EfwgvfiX8SPCOraDP8HvDR8P6boXgm6068skOm25Vbi5l1K5S6Ij2qSkMALAsAoOwfz+f2wf7xr+jH/gnJ/yj0+A//ZGfC/8A6abagD5Q/ZU8TfCfwl+1b4Z11PEGiaZ8UYvE/wARU/aIvJ7qKG9SxfWWj0tdUdiCI2mbTV04THm2Yi2/dF63dE1L46XX/BZfwf44+Mf7NnjTTZ9S8O+OtD8M6tJrOhzaVb+HLW50f7LcQrDqT3H75w1zMXt4591/bw7JEtTIn3xRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV/Eh8YvEhkW6VZc5yBzX9t9fwnfEjxA8/nZfOWoAX4NyJqfxk0cSyZSKdWIJ/unP8ASv1C+BfiWJ7eECUDp3r8nPhJrB074i2N8Xx++AB/Gv0V+Ani1nggYSEj5f6UAfeXw612MxRgyZ4GK9GF0l1pjqTkFa+fvhj4heWKLDemc161b65Jb6I8wbnHy0AZHi0W9oHeUqAAcrkZr5++Mev3MBlEFqxU5xt54r227tNQ1yRpLh2IPRVHJ+tY2ufDu7ns3ihtYwHUghlHNAHwT8UPH1rFqbaddWSbX4E8iEMp5/SuY0K90W+nW9N1E7LKqwSWYwY2HrX1L8Wf2QtJ8ZXE02o23ks6kC4iJ3D8OhrzPwv+xF8StO1FtO8LeG1vrKRxi5mk8or7nHX8KAPSf2LNYs4vGK6Xfak0guTnDDG1v/r1+jHwm0iJBF5MO1cjkjrXyR+yt+xfqXgy+g8ReJtQjkuFcFYUQjb7ZPWvtfwFpP8AZ4SILgLjAoA9N0K0RYlCDtXQ2luPLA21j+HoZWiDMmAeldFaxfIOKAK13br5ZyKwdWt1wQRzXTXcbbcYrA1iMgN8vbigDjtY01C5YDn1xWJPYIVIxyOK6PVJGDshFY90QH5OKAM37MI+rAcVX1GCFomUkMpHINXtR8oBSg571havqRiGwUActqGmtod60tucxk5AA6Vp2XiUSWZV35A9e1Z+rahFMjJJ1B4Nchc67Lp+ovEMlSPWgC/4z8SrbqzrIAfevHviJ4qiSznZpQB5bZ59jWz8RfFDRI58wjr3r5/+L/xIS00u6JnwRE3GevFAHGyePbax+HWo3E9yrSRQyhhu6YYgV/UJX8fHxG+LumWHw2vLK2ud015PtdvYyjj8s1/YPQAV/Nx8edT8j9p/4zRbunx28dd/+pm1Kv6R6/mX/aS1PyP2svjXFuPHx38c/wDqS6jQB+nP/Bvlpnx41H4NeNta8KfEnwjZeDo/jDMNX0LUfBN1dancuND0fc0N+mpRRQAgxgBrWUgqxJbcAvT/APBQJvBI/ak8Z/8ACbmx/wCFnf8ACOeBP+GaPtm37d/aH9t3n2v+yc/N5vneR9u8nn7J5P2j9xio/wDg22m+0fsd/EObPX4zXf8A6Y9Fr9DKAPz9/wCCunjH4n+PtJ8IeIPCHwT8R+OPhXoHiLwdr2keI/BHiLQnstS8QP4qsoUinF1qVvKywQIViCRywyT6jG7vF9jDj7/tpZJ7aOeW2eFnQM0MpUtGSPunaSMjpwSPQmn0UAFFFFABRRRQB+QP/B6t/wAosvAP/ZwGlf8Apj1yvxd/4IqzRD9oHTo5Bk/aJtn+95LY/Wv2i/4PVv8AlFl4B/7OA0r/ANMeuV+Jv/BGjev7RujXIOEt9UE8/p5aLub9AaAP1r/bRgsvB+kaDrPiGYW9jYeF0kvJMclhI4WNfViSAB6mvj7S/jv4r+J2ui58VM1jYo5i04htyrH0AOe/+1X1x/wU80K48daNofhqxZvJ0uwj1K9EZ5nZxlY+PRDu/wCBGvgj4g67Z+D4kR9jSyRgxWYYAkDgZz0FAHrHiPwL4Nh0qTXopGtBtw9zv5cHBI56/hXmGvXGvpo8tn4ZsjHbTTZW5Q4eSPnoD6muI034u+OdVu1svFE5uNNjIMVoo5HPAX2r2b4f+INB1DS5dYvrKPbEmyOBzu8sY7jtzn86APFfGOva19ugsbZ5bm9dNoSNjtVv7zDoMYx71e8BfDjxNc6ncale3SxWtmkcl7PuO6Ric4x3+ma6XxT4l8DaRPLql/LDaQ+Zysaguw9M9evaudv/AIua/PpUujeGrGOD7ZIoW4nw7FR0IX6euaAOpsvh3/YvxEXxna6i62ttcRzhIzwydwcdT/jX2f8ADnVvA2tfYrW11eJpZUVoWc9j24/Gvh62j+J3iXw3deH7TT7+aS8ZGnurrMcewDHyjjHfpXvH7GHhXU/BWiy2l6WkuLG8Xyd8mf3bdQM+4NAH6PfAfRoFls4NMv4JA74jMcnIPHGOte2eJ9C1q0SKW3vzEMZcGcgjnHb6V8+fsuahBe+JrORLNomWYOc5wQO36V9IeIL+5uIvNc4wuAuDgD0oArRWOtXd1FFJqoIIHmYdj/Sq2uaIv21xczquyMECQ9AfU1OmpXLQJch/myMHGOlU/iJrbXdsZ5NpcwKNqjG4+9AHnvjD/hG3f7KNUi3GQAK3APPqeKZpHhi0nvIHtLvYluuTsOQSeea5TxzezCaEXEWN8mNgGNuP51c8PahcWM4gsp5I3dSSqNgdqANDUdO1BZJmu4450dtsZ8wgqM+neuT8T6XqGgXe+O2keInKmI8IfTit5/Fms6fE8OqIkztINhIwR+I4qQ+K9IvdUWN32R3alZUkHA45oA5qfxrewRJFr0KTW7RZZmf7o/CvLPjx4d8M+K/B9zpV3FBeWF7E/lEN80X0I5HX9K9C8UeG7SHUpYoZWigk3FWHzKfw/GvIfiYmo+GfDOoXDWzSRRowzGfljJ4z6igD80de+EvjD4XeP7vUfB+rTXUVreOYpIGUTRjJ5K/xDHHSvqX9jm3g/aVvfsV9ZpHeWBX+3LJhgTRZGJFz2OOfQ/hXk2lzxeLfiFqGn+KHhtbj7Y6W0iEfvMcAbuma93+FEWl/AUx/ELw1E1teWDA3MJ+9eJj5kI/iJ5FAH6L6LrCD9mWX4QPdB4be8Fu2RyLSWNhCPwkVuPYV+F//AAU21OSwubyzZsGMMjfUMQf5V+y3wJ8Rj4m/B7xR8QtLkMsF5/Zl7aZ6qnmkFPqvzA/Q1+J3/BWTVI/+E612GF/lGpXCrj08xqAPoz/gysbf/wAFUPiA3r8AdVP/AJXNDr+nyv5gf+DKn/lKb4+/7N/1X/0+aHX9P1AH5r/8HQM/2f8AY7+FEuenx4tf/Ub8QV+LHibVRJ4b1CPd96xlH/jhr9m/+Dp2f7P+xR8K5c4x8ebT/wBRzX6/D7WNW8zSbqPf962cdf8AZNAH9etFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXgP/AAVed4v+CWv7SkkbFWX4A+MipHUH+xLyvfq8B/4KvsE/4Ja/tKsUDAfAHxkSp6H/AIkl5xQB/EDRRRQB9jf8E2Z0FobUt1uN2M/7Rr9Wr+5k0H9nl5Fk2zJouEI67yC2B74zX5Kf8E3LstrkdkCSXuEXH1ev1u1SMal4FEEmRDb3r5UHhgqgKv05NAHz34IRfDelyw6vMI1cGe4kbgKoH3c+3+NfNP7T+u3ni/VZLyzuoxY2MpKRKOXT39ScdP8ACu5/a88fap4UkHw70a/KTs6y3TI2CFJOxPx4Y/hXCeHdIh8QaRFFckySiLfLJIv+rYjkn6UAeP2djLcW887QPAsjACBBjeTzyAecDtW+81h4dt9Hm1IrGWul3RBsvww6D6Ve+JepaJ8MdKZ9Dmhlu5HPmSvyyMR1HYe1eOt4l1PWZotQu7xp53ucLuG4hRigD9R/gb8Sr++8ExpoieVHtXthmHHU9c17p4Z1ObU9IXzIwN0QCc5JOK+b/wBkPQdR1TwpbM9vIVkgTaNhyw2ivqXwn4RltoobSZTHx2POfSgDqPh9NLbKoMTAoR8y9q988BSH+wY3IDFidpPpXknhbRFgVNsOBt+YAfrXq/w9Mq6ObZo93lt8n0oA6QshPKL+VZXinLrFKABjO4irYurvH7vT+/oT/Oq3iNJ/3VtJj1YgUAc3czRSA7VOemSKqXKlYSwOODW5/ZsbsWZB65NQXeiLNEyRPg470Aec3V7cWmosbrLxjnrgjmr6XFpMv7uVSxXjNV/Fum3FrKyiAucDLDnjNZUKXlvtvnbhDllJxkUAXL6xkGZ7QDhSAnp9K+Tv2x9YuPBHja21bQ+ZLqzJntkfhirYYn6qfzxX1GniayM72UswRmOY9x7+1fMH7Z+iS+JbQeKNLGL3SrjDxBQTJGeDj8/0oAZ8MNCs/Fugy+MdOmyRGphz/C/Ur9RgA/WvNP8Agpe/9q/CrUNQI+Zbu3kGewktzn9VFdh+zhrK+EbT/hCL+6UC/haaLk5WYjdtwfbA+o965j/gohbGf4O6tMyYEmm2c6g+uSv9TQB+NevEnWrkn/ns38692/4JNSPH/wAFT/2amjYgn4/eDgSD2Ot2gP6V4Trv/IZuc/8APZv517t/wSbYL/wVP/ZpJQN/xf7wcMH/ALDdpzQB/b3Xg/8AwVNOP+CY37Rp/wCqD+L/AP0y3de8V4N/wVPOP+CYf7Rx/wCqDeMP/TLd0Afzbf2wP7wr+lz/AIJyf8o9PgP/ANkZ8L/+mm2r+Xn+2f8Ab/8AHq/qG/4Jyf8AKPT4D/8AZGfC/wD6abagD2aiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr+CbxtqXnXDRBu9f3s1/AdrFw1xfOW/vUAM0u+fTtRhvkODHIGz+NfcP7LPxAi1TRrO487JIUHn0r4Wr3r9kvxjcWcsem7uEkwvPuKAP1R+DusJcW8DZySo617faus9hDAG+8fmr5c/Z41uS7tLdmY8KO9fSejXm2KMNyQowKAOs0uyiiiG1Bir72NvOgXbn6iqWjSSTwcjB9q6DTLAsu4ocmgDEHgy1uW3yWgcnpuHStXSfCyW7hEjAA6ADFb9nps0mFWIgeuK2dP0CRyCYwPXigCPw5o0bOu1MBeenWvRvC1gRswvPvWToOhrCg/d8n2rstDsRHsG0daAOo0KECJVx0Arcij4CgfpWfo9vsUEjtWvAh2UAQXEK4Kn0rC1SBdrZBrorpcL2rB1osiHA5oA47V7MNIxFYd/agfNnA9TW9fSzu7AxDvyaw9WLAbVPPcCgDF1Viu7DgYX1rkdaupCWbacg11WtMqAiUYBHOBXD+ILpIXLAkKe9AHNa/qbQ7vmI9c1xGu+Jgshjd+SeDXTeKZo7lCsp5zwRXmfiq3uoXM6nzEU5I7igDC+KetqunuTJzsJHvXxx+0Z8R5dPsblVkyNjd+lfTvxP1ePVNIk+zrtManI98V8L/tKX9xJHdRYPy7h9aAPmjxh8Q7m8vINL+0sY/tTu4Y+rcV/dlX8C2uPLD4hlEoIKy9DX99NABX8u37VWp+R+2J8cItw4+PHjn/1JNQr+omv5Vf2w9T8j9tf47Rbunx58cd/+pj1CgD9lP+DZub7R+xP4+mz1+M15/wCmXRq/Ravze/4Nf5vtH7CnjmbOc/Ga+/8ATNo9fpDQAUUUUAFFFFABRRRQB+QP/B6t/wAosvAP/ZwGlf8Apj1yvxY/4IvWb3fxnvSikstjMEx1ywVP/Zq/af8A4PVv+UWXgH/s4DSv/THrlfjX/wAEJzHP+0q2nyqCstlOxB/2EEg/9BoA/Ub9rbx/oumvrZ1YLJNpEUNrHCWwZiYhsH/sv0Wvyr+Imm+KNR+KM97qMEk8UtwZY7k/6uFegj464HGK+tv+CkfxC8Rf8NYxeFNCt5nhi0+3e7gXkSPNGu447kAKB717N+zf+w94a1fQLbxF4ytElmlxLEDytv0IwD1b1P1oA+Qvg1+yj8U/iQkEugaQ9hbty99qGctnuF7AdhX0b4Y/4JxwLaxpr/jXULuV/wDXvZgQITjlcDkj8a+vvCnwh/sVF0+x05UtkYfvI0+9j14rvdI8Bo0iRx2wL57CgD4+8O/8E1fgXYMNT1bwWl9NGAUa+keViffcTXURfsceDtOshFofhKCKRRnbBbDPPbp9K+z9K+FFsyJNdxKcn/VKOPxrZuPCej6UC7WcYZxgRRrjNAHxE/7IUtzFEzWwsiuJIRIvzcdRgdvrWr4L/Z98PeEdSa7vpoYHkAEplIA68NjtX1L4p8JXutRbIU+zxY4WLhh9TXm2q/CcWly8k8AkbJw2DkigDqfhH4FFtd2s2kXcW4ldhjfJ69vXtXsHijw94uFpHJbGZYyDu/fhT6dz7VxP7M/h2FNftLG4tiCjg7kPBUZJ49a+gr7RIyix+UBGEACsc8UAeQr4V8WzW8CTyuyF+SbgHA+maoaxpVzBqMcN1MsYMW7ZM/YHGf0r2I6bGkTRiGNQRhTjpXJfFnwjZGzTWVRubdg6qf4hzxQB4L8S9S8HWmqw2M+sW6BmyQw/kSKp6XZaLLcDULbUSXDEIEbINZHxG0VNW8QQzy2a7FiKhF9R0zVXwZ8JdbvdY+16aDHGOZHDMAMduKAL3iW21WzujNFLFcRhMgK2P51x2s+IILEvFqJaNHBO4dF+hr3nw94B05YBZ+JtIW6RsfOF2lT/AF/Gty4+BPwy8SWPkHwzbTKVKlWj5x70AfHmo/FqXRlaG7uDPHIdse5she2fyrnvGfxk0S48M3NxNfwRXsKbWhkI2uuCfx+hr6Y+IX7A3w+1m0kXREmtCcsixzsMH2Jzivz6/b5/ZW8V+E1ufDHgLxfcyXwTL206HCnqCXXB6e1AHjHi200yz0688QaU8SzXN8zx2/QeccnC55Xk9enNL8G/jLrPi3XW8LeNp4k1GFc2agY8xF6xj1YYznuAa871TxD488ER6VpPxc0VbZl4XVLZT5bkD+PI78cn0qSPwzfeIdVsNZ8GmX+0oboPZPE3LEEH8R3+nFAH6/f8E7tONp+zV4hs707bWXW0miQ9FgZGDj6B8n8TX4a/8FO7+abxVqQupP3pv5d49DvOa/bn9mbxZYp+yfr82hTBZP8AhE8JCp5WdHDS/iAH/MV+Jn/BWy3Sw+L2t2iALnU5WA9Qx3f1oA+rf+DKn/lKb4+/7N/1X/0+aHX9P1fzA/8ABlT/AMpTfH3/AGb/AKr/AOnzQ6/p+oA/L/8A4Oup/s/7C3wvlzjHx6sv/Ud1+vwludVMlvJHu+8hH6V+5/8Awdrz/Z/2A/hlLnGPj3Y/+o/r9fgSupLcsLdnOJDtO1iDzxwRyKAP7L/GfjHwr8O/B+rfEDxzr9rpWiaFps+oaxql7KEhs7WGNpJZpGPCoiKzE9gDXI/DD9qD4L/GHwPrvxB8D67qjWPhiWSLxDaat4W1HTdQ090to7rbLYXlvFdIWglilQGL94kiMm4MCeD+Pf7HEOp/sd/E74E/BXXPEd5q/i3w1dRaaPHfxD1jW0kvBEfJhabU7m5e3hdwqOI8DaxYqxFZ3wJj+PGl/E74qftG+L/2XvE+jXHjS3sl0PwdPruiS3irpWnYX7RJDfvbpNd3E80MWyWRVS3jeZ4d21QD1P4K/tIfCX9oBtXtvhxqmrre6DLCms6P4j8K6jomoWfnIXheSz1G3gnWORQxSTZsfY4ViUYDuq+df2BPD/xuvH8ZfGf9qL4G+JfB/wASfGdzZTa8NY1HR7ixgtYUlW00rTTp1/dM1tZq8m6WcRPPNdTTBFEnlQ/RVABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFeAf8FYNv8Aw60/aV3k4/4UB4yzjrj+xLyvf68A/wCCsADf8EtP2lVLAZ+AHjLk9B/xJLygD+IKiiigD6h/4Js6gIviRZ2zdDqEP0/1gr9dNS1WHRfh7az6k5SK4vLuWQ56JGck/kD+dfjZ+wJq39mfEeKXfgpcRsMnqQwNfq1+2drUvhj9n60bTSRM92tqm3r+8VZGH4hSPxoA+Qvixaap44+Jc3jSW3edbyQxpEse4tISdgGewH6LXUeB/wBnDxgLRL7xnqL29veOG+xW74crnOWbHA5xgetfTH7PP7OenWHgiDxh4jsklvZIRLGrrkRFsHj3rcbwadUvWuru327W2RxheAAaAPnWX9iD4c6vpYjudD+1TPOzvLI5Y4Pbn0FavhP/AIJ9+ELeaK6fwxHHZiX93GEIYjHr2r7D+HnwqijtFkv7fopESFeuecmusu/C8FpCLO3hy2Og757UAeZfDz4ead4Vs4rbTrNYIkiVY8D0GOPyrtE1aW1v0AsfukKpdv6Ct/SvCTRus08PO0AL2X2rQuPC8NyURbbLg5GFoAueENTvGuFVgoDfwYr17wXEy6X5oONrHJB/KvJdJ8PXdvcCRsoT0weleq+DbpZdCQPJhk4kyO9AG6kRZyxm/BjWZr7hDFMpHzMcnvmr32u0VC5u14HOAf8ACsbXZVNpvWRiC3yEjvQBWvLy5X5i+Oem0YqnJrjQsEaJW45GMVYisZJI18zJ2jgmsnV7W4iujhcjPVR0oAo6zPZ3d55bIVZhwpPX6Vh69pomtj5CkHBGR0P1rV8SaZPPaR3CqQTwcH9aismuJYFt5RznkkdeKAPC/iVBrtrIYTE0ckSlo2A+96YNeVReM9M8eak/hzWji9RCLlGGPNUD7w9wcZFfX2teEdM1e1Md7bKzJnYxXkV4N8Zv2ddJWKbxBp0b2WooQ9vcQDoAc4I7g0AfO3xa0y78LalpPjHRJkjMV6vnKWIIkVwcgdCCBWp/wUbWxu/2czr9ngrdWVtEpHdXHmL/ACNYHxAXVfGGoR6PqVoyrDN5YIPCyjO7H6Gt39vHS5D+yNFas3NlJbow9ovNiP8A6EtAH4qeIBt1q5B/57GvdP8Agk3t/wCHp37NO4nH/C//AAb09f7bs68O8TqF166C9PNP869x/wCCTYDf8FTv2aQWA/4v/wCDeT/2G7OgD+3yvBf+CqZx/wAEwP2kD/1QXxh/6Zbuveq8E/4KqnH/AAS+/aRP/VBPGH/pku6AP5Y/7YP941/Vj/wTk/5R6fAf/sjPhf8A9NNtX8kf9sD+8K/qu/4JV/BPwb8PP2I/hB430DWfF1xe678HvDUl7DrvxA1jVLOItptvIRb2l5dS29oMkgLBHGFXCgBQFAB6b4C/a2+AHxN+LWpfBDwX42nuvEWltfrJDLoV9Ba3TWM6W18lpeSwrbXrW08iQzrbySGCRgkgRuKdov7VnwT1z4xn4CwazrVp4kea7hso9X8HapY2eoy2w3XEdnfXNslrevGuWZLeWRgqO2MIxHzt8EfgT+0d8P8A4p+CNB8R/AbVP7D+EviXxtqUPimz1vSnXxSmtajKbJbWJrtZkKW95JPdfaVhCy2oWH7RvVq7Xw7Z/tBfFT9vZvGHxt/Zo8XaR4K8BS3tl8KtWh1jQptLklltTHc67diPUjeiaZGks7aAWuIYpZXkO64ItwD6ZooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr+AWRi7ljX9/VfwB0AFel/s4Xxt/EaoCRiUHj8K80rsvgpqH2HxWgJ+8y/zoA/VD9k9GvbKJ3yV46fSvpfwpLLqd6REpKqcD6CvmT9jDUVl8LCWJMtsGPrivqz4XWCQ26lwCx5JoA9B8N6SqRqzjPrXYaRp4GP3f/1qxvD8asF+Wuv0i3XAG2gC3p1gowfL/St3T7JVAzHk4/KotNtd2MLW3Z2oUgkUAWNMtMYJWui02EJtz3Oaz7FEULgCtewRwwIHHvQBv6TISmzHbvWrbZ2VnaWihdxHHStWHaOB6UAMuoyRx2Fc74llEAJI4x2rp5Cu0gmud1+Eu4J5AHagDl72CaSLeq/w+lczqULxEsw6Hqa7acbYzle3Nc/qltHLEcqDmgDhNdjnJZJDkMOK4LxLvhR43B2joa9S1mwQkELgjiuL8U6Wk8bo0YPNAHi3iC4vI75oHYkEfKa5HxBfSbTbyZHbB716t4n0eFELJFzjrXmPje1t4VJc/MOcigDybx2nkq5VMhgQ2RXxT+1Ja+RdXW1eDk19seM5POhljdRlenPX3r48/avtVf7RIEGcHPvQB8R/EjU/7R8RrKYUQxwojFRyxHGTX97dfwT+JvDep3+q3V5brEscR+czXCR9u24jPTtX97FABX8mn7bmp+R+3T8e4t3T49eN/wD1Ir+v6y6/kT/b11PyP2/P2gIt3T49+Nv/AFIL+gD9wP8Ag1km+0fsAeNZs9fjNqH/AKaNIr7l+Jn7W3wA+D/xL0v4RfELxtPZa7qy2TRxQ6FfXNvZreXTWdm95dQQvBYLcXKvBC1zJEJpEZIyzKQPzi/4Navgz4N8X/sb698XtS1rxdHqmmfGG+jtbXTviBrFppjhNL0wgzadBdJZ3By7ZaWFywCgkhFA+o/2tv2df2gPGfxZ+I3hr4e/CqfW9C+M3h3wjpcni+LV7GGHwo2m6jdNeSXUU86TyKLa4Sa3+zRzFpxIkghXEhAPfPjJ+1Z8E/gBrlpofxX1nWtOF1DHNJqkHg7VLvTbCKSbyUkvL62tpLWwQvkb7mWJcAnOATXotfLP7aVx+0h8abrwn8E9N/ZE8d6l8MNetjffFKfRNc8Npf3Ecc6+XoJS61aEJFPt33M8TS/uB5EfzzvJB9TUAFFFFABRRRQB+QP/AAerf8osvAP/AGcBpX/pj1yvxg/4Ify/Yf2hJNWL7Vj8uBjjoJpEiP6Ma/Z//g9W/wCUWXgH/s4DSv8A0x65X4s/8EYAH+KuoRBsM2oacAfbz8n+VAH6Rah8Ck+Jn7Rl/wDGHWbLfGmpSwxiReAFY7D9AvFfSHw8g+zXEVpYRn7HERlcY3H1pfCt7pWufD2H7JaxJcapuZztGVIPzH8+PzrsPhloJv5I9PW3VHQ4b5fugdc0Ael+BvDcGsRxm1jG0/ePYD3rtdP8FabZPut4F3DGTgA0zwdpdtoVkqW+AvVyRyT61sJeiebbGflz2HWgChcRPEpSCL5m54HSq0eiyTMGcFmPJzXS2ljbyMAYwfU1oWmlo7DyoMk9ABk0AcvF4TLruZByM4NZHiH4fQ3MOYbbc3UBVz+Fet6d4PlmIkuiI1C5Izg/jU15baDYRmOOLzDxxGM/maAPIPhT4V1Gw1vNvZskiyAIQuK9Y8S3mtabbLItvvDjlhBkcVJ4WNhPr9tb6fbmGWSQ9e+e2a6nxNYObYWVwTujT5ip98/1oA8zfU/ENy8UcVlIN7YO2Ht+VVviHpOtHTlaW1coUxICpyMiuxi0MQXSys8sv9zcelTfELSpV8NR61cyhbZCqyqp56Yxjv8A/XoA+Sz8N9U1/XRGLSRYs/vJAvQf1r1DQfBthY2EdrZQbQnBAHJ+vvW1oOpWY1Boo9CKx7vvF/mx64rsotN0S7sTLbqBKP4TwaAOBfTbW3iSSeUICQNpXmoblLfSpWaCQjZyDH3ro77wPqL6gb2E+YFGSmemfaqT6RqVsPI+zYX5sl15NAHL+JvFD2+mSQxuDJMNiEjpnvXjXjz4IaR4ttXutYthcOQdso5fd7nuK9f1fwu9zLunnJIY7YyOtUY9MurFkilUNH3G3kUAfB/7R/7HsXii1l01NAhmjfJjjWIbZB0PUcV80+Cf2d9a+AfiBrU27zWplLWzyKS1uCcGPnqo7H2r9ePEXgSxubJxJANkjZR+8Te1fL/7W/w8gg0G6+y2cZvvLKqVHVD1Yfhx+NAHn/7C3jSDVPFnjP4bwTb9Mt/Ds91Z5bIdpSI5se2SmPY1+Vf/AAWFynx41uA8eXflD9Qqg/qK/UD9hHwQ/hvx54hkaI7W8PSw2Ts2dyN+8I/AxgfhX5df8Fg7hbr9obxNcIcrLrUsiEHjaxBH6GgD6w/4Mqf+Upvj7/s3/Vf/AE+aHX9P1fzA/wDBlT/ylN8ff9m/6r/6fNDr+n6gD8qP+DvSf7P/AME8fhrLnGPj5p//AKYNer+fHStW8zVLaPf964Qdf9oV/QF/weIz/Z/+Cb3w5lz0+Punf+mHXq/nY8N6qZPEVhHu+9exD/x8UAf3FUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFeAf8ABWBWf/glp+0qiKST8APGQAA5J/sS8r3+vAP+CsJI/wCCWX7SxB/5oB4y/wDTHeUAfxBUUUUAezfsVXDL8U7S0Q8zXUSgZ9WAr9oviN8P4/i7oPh/TPK320OpG/m4yMRIsYH5t+lfij+xfc+T8ddBQ9H1a2BH/bVa/dr9mK8TWfAdrdXZ3KrXUW5vTzSc/l/KgDpPDdvZ2NpF4VijA2xAgY6DsP6/jW1ovwxWe+TUruEeWpBIxwxHesbwhp9xqOvG5VCGMpLH+6B2/pXr1kkS2IQdAvA/pQBm2Om2kAwE7dD2NPi0+IOZjGparMFjMZ+QcZ446Vt6ToCvie4HHYUAZ2maHLcSecY9qHoSK2YNFs4U+6oOOWIqa5nhsU2RKCwHAqi8s1wd0shPoKALiWWmyTCISJuI4ANdJ4T0q1tbQlE3iRsspNcfFILaUSFcjuB1rvPDBhXRY7jbywJBPYGgBRpdsS0Uds2O4L1S17ToJIQHUhI2GAprcgnjLEL3HPFVtTCTWcqiLp0bFAGBdXltbIFSEkKMEg4qnbNZzXLSzo6jdkBhkGm3dz57tCIwApx0pEQjBAoA0LzTbG/h2Oikdivasm68NxWZLA5B6EL0q9azPC3Xg/eFXXxcR7VAIbrx2oA5b7D5lzscZU9WrnPixoUV74bliGN5UiNsdP8A61dzqNotiC6j5D0PpXH+ILmO8gksJehH7onsaAPkjQvhvbzeP00zV7RszXhZsjO1hyGH1wR+Nct/wUH0+Sw+Ad7pUkZXdp9xMeO4miP+NfSWueFgHn8QWcAE0KeXlRz9fw/rXgf/AAUPkj1T4D6hrKHKpZXMfHT5o0J/JlIoA/CbxXn/AISG7yf+Wx/nXuH/AASbVn/4Knfs0hFJP/C//BpwB2Gt2ZNeI+Lxt8SXg9Jj/Ovbv+CTpI/4Knfs04P/ADX/AMG/+nyzoA/t8rwP/gqwcf8ABLv9pI/9UD8Y/wDpku698rwL/gq2cf8ABLj9pM/9UC8Y/wDpkvKAP5EP7Z/2/wDx6v7Bv+Ccn/KPT4D/APZGfC//AKabav4zv7YP941/Zj/wTk/5R6fAf/sjPhf/ANNNtQB7NRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV/AHX9/lfwB0AFb/w4d4vEkciZyCMfnWBXRfDePfr0eOu8fzoA/VH9gGznufCiTSjgxjA98V9k+ArR1iRFQkDqcV8n/sF2u3wBaSM2GeMc/kP8a+yPAemSYUM35UAdx4ctXO35D+VdppVoyqMrk+lY3h2xWONSeK6vTLcscAcAUAX9Pi24GK17aMtjA61SsrUkYzWxptm6AAnOelAFywhyBkYxWtZsEI+XNU7S1K8k1eSIIMrnpQBsaVJuBU/hWvGfTvWHou4t8wxxWxA25cHtxQBLIMoQe9Y+qRF2GO4rYIGzk/Ssy+Ulhj3oAwb2A7CGFYOpRbQU7CupvV+Q5PSue1e3znaaAOV1dMA4HauR11dyMpH6V2mp2z4bnNclrdq5Vh6UAeeeKLYujBRxXkfj7SJd5kLnAPNe1eIrVyGQDv1rzTxlo7yOc5IznmgDwHxvEYHkYA4wR0r5l+NWjWt7rpmuNRjtjFiSETKCJWyPl5YfXrX1l8TtKliVpUHHIavmX45aZA0sF46v+4kLzSBCQqdOePrQB8/eMtT0+bS78W3irQZFNu+5UgV+dp+U/vuo5HTpxX9n1fxTeJm1zwh4T1WLQbS/lvZVnlh8qxaaGQO3zHOAFG0A8d/YV/azQAV/Hl/wUN1PyP8Agod+0LFu6fHzxr3/AOo/fV/YbX8aP/BSbU/I/wCCkP7RUW48fH3xp/6fr2gD97f+DS2b7R/wTZ8VzZzn4zan/wCmvSq/UGvyz/4NEpvtH/BMXxNNnr8ZtU/9Nul1+plABRRRQAUUUUAFFFFAH5A/8Hq3/KLLwD/2cBpX/pj1yvxW/wCCKt1HF8bdThdclYYp1B9UkUZ/8er92P8Ag7r/AGevj7+0p/wTb8E+Bf2c/gd4w8f63afHDTb+60bwV4ZutVuobVdH1mNrh4rWN3WIPLEhcjaGkQZywz+P3/BJb/gnP/wUN+Gvx5n1L4ifsF/GjQrKazMX2rWfhbq9rFksn8ctuBxjNAH6WfB3xC0HxKv/AAbct+5t5/s9uvYOOWH4kn8q+sPCngoaHYJqJixLKgM4x09P0r54+E37LP7RX/C27jxDq3wF8aWkE119r8248LXcY3Z6ZaMc5Ga+x4fA/wARrrRoYX+HmuRyNGPMB0iYbT0P8NAGBZaq95ILaFjtXriuk0e0LYIX5ag0X4T+PILgkeA9YjQtwG06X/4mu+8IfDDxE7KdS0C7ijXqslq6k/mKAKugeGp78eYysqZ5bHWukjs7HRrYBYhvwOMZJrbfQtVsoBFa6JcNxgbbZuP0qH/hFtZmw76VcFz1LQMP6UAYM9zf3uVOQn9wVUuraRFAZMc12EXhLURgtpkw4/55H/CornwlqrrlNLnJzjHkmgDjtHL6ZqkV95QJjJwM11ut+JRDCs09puLLnk9DVrw18PZhq63Ws2L+SpyEZDyff2rd8XeDtN1O2W4TS97r1VM/yFAHns3jKJkRGtADu67s1X8bahqF94aS0kQLC7Avhep6g1up4BKXJ8nwtKBuwGeFyP17V1eteGLWbw19gOkCRQmGjSE7s9iAOaAPDbDSIftZnDbSAOMcV0Ueg/arcHPUdR2NbkXww1m1uGdbGVoyAVHlHI9q04PCOpKgxpE64HI8pvzoA4mU63oIQRzl0LgMJB2PHX/Gt7+yLHWSsjTB3KfcJxtJ9a2b3wVfXkPlPpk+Dgn9yecHpVd/CWp6XKLi10W6dn4Jjtm4x68UAcP4r+G7W10dRjbftGBj/CuE8S2ctkSGtfMB67e3vX0JDpeqXEBhu9HuiccFrduf0rj/AB38LNXmha50nQrmTg5iS2Yn6jAoA8Iv9dk09JbSeJfJdeC38Jrzn40eDrHX/C8urLaq0scRJYAklOpX+teueOvhH8SLq2KW3w91ybOeItJmY/otZWhfCf4q69bnSNX+F/iCCOMYLzaLOoZfbK0AfNHwa+HumeGtHu9WtisNxarcyIP7yTwsiKR/vDP/AAKvw+/4KtR3A+Ld+1whDEwlvr5SZr+grxd8BfjnpfxAutI0f4MeK5rC6tZHa4t/Dty8QEa5iTcExkknjOeK/GD/AIKc/wDBOL/god45+Lmr3XgD9hD4z63Z/bdsNxpPwu1a5jdQoG5WjtyCOOooA9S/4Mqf+Upvj7/s3/Vf/T5odf0/V/Oj/wAGin7EX7aH7Nf/AAUk8beOv2jP2RPih4A0S7+B+pWFrrPjXwBqOlWs102saNItukt1CiNKUilcIDuKxucYU4/ouoA/JD/g8vn+z/8ABMv4eS+nx+0z/wBMWu1/N/4M1USeMNKj3fe1KAf+RFr+kD/g800fXdZ/4JgeA4tA0a7vZYfj3pckkdnbtIyJ/YmtruIUHAyyjPqR61/Nh4I8L+OrXxnpF1feDdWhgj1S3eaaXT5VREEiksxK4AA5JNAH931FeReKv24v2brL9n3xv+0V8L/it4c+IWkeBdHuL3U4fAviO01F3mSIyR2gaGRkSWUhUQOVGWBJAyayfBf7ZGoaX4L+KurftK/Dez8G618HdM/tbxZp3h/xE2tWkmmNp5vo7q2uZLa1eTKR3ETI8KFZbdwCyFHYA9zorxv9mX9pj4g/F3xlr/wr+NPwYs/A/izRPDei+I10vTfFB1eCXStVN7HbM07WtsUuEm0+8imhCOqFEKyyLIDXslABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFeA/8ABV2R4f8Aglt+0pNGcMnwB8YlSRnkaJeV79XiH/BTPwp4o8ef8E3f2gvA3gfwxqGt61rPwQ8WWOj6LpNnJcXV/dTaPdRxW8MUYLyyu7KiooLMzAAEkUAfw5daK9//AOHTv/BU3/pGn+0B/wCGb1z/AORaP+HTv/BU3/pGn+0B/wCGb1z/AORaAOG/ZVvFsfjf4fnZsBdWtj+Uq1+6H7M2pSaZ8LLWN3/4+vtXlknnd9oK/wAs/lX5JfBj/glt/wAFQtB+Imm6pff8E4Pj3bxw3UbtNN8H9bRVwwOSTa4Ffsp4H/ZW/at0bwD4d0pf2afiDHPBqReZZPBt8pRG3MdwMXAycc0AemeC9IWxT7eY8Cfnn1Ax/wDXro9OvPOuSo/1YOB9a34vgJ8bhoiWUfwY8WI5Qbf+KcufkOP+uf4VZ0P4B/G5Csc3we8Up2Jbw/cgD/xygB+jaWL1gzJhV6mtG9kjsoTtx/8AXrpdL+D/AMVbOzEI+F3iPhe+iXHP/jlVbz4P/F64b/klXiTHb/iRXH/xFAHEys0zl35JOTSxxySttjQk+1dYPgj8XpG2L8KvEa5/iOhXAA/8cq/afBP4p264Hwv8Q5xyf7En5/8AHKAOLOlSCPzHIz6DtXR+D5706cYoudrYA61rp8JfihJJ5b/C3xIAR30G4x/6BW5ofwp+JFpbJCvw216L5jnOkTj8/loA55LjW2DlIfxEWKc9vejTpGnJLspwprpf+FXfFESkr8P9cIOOukz/APxNTS/Cz4km3Pl/D7W92CMHSpv/AImgDza202RRvuIyCT3qaTTY5Fygx7iukvfhp8W1Ty4PhZ4iLev9hzn/ANkqK3+G3xiB/ffCvxEf+4FcD/2SgDl5raW3+8px2NPtLhYwUJ/TpXYj4U/E65i+f4ZeIBns2iz/APxFZ178GfivDJug+GXiFh226LOf/ZKAOb1SVJojBkFWGOvSuA8VW0lq7xE54+U+tenzfCD4ypLuHwo8TMpHIGg3H/xFUdS+A3xf1MfvPhL4l+Q7lzoNx19PuUAeTmAQ6FKt0vzCNjN7nHFfIv7Y8dyn7KniO0vMs8EN1gkc83CEH8mNfbfi74H/ALQMRFrZfAvxjMs7FZGi8MXbBfQnEfrXgX7Wf7H/AO1F4l+EPibQ9B/Zp8fahJe6Ntht7Lwbeyu0pVyQqrESTkLQB/O542Tb4pvFUf8ALY/zr23/AIJMtNF/wVO/ZqkjBH/F/fBwJ254Ot2gP8696+Af7DX7dXwi1LxkPHv/AASf+POtz6xNYnSL4fA7VrkWqQyu86gPa4/fRnyCR90SluqgH6H/AGBP2b/2tfDP7afwjsNT/wCCbPx/0Hw3p/xy8Nahb6t4g+Cmo21tpenx64hxcXLW6iCCC3S1uGkYlQ8MhOAd1AH9PNeA/wDBV44/4Ja/tKH/AKoD4y/9Ml5Xv1eCf8FVbO81D/gl9+0hYafaST3E/wABPGEcEEKFnkdtEuwqqo5JJIAA60Afxcf2wP7wr+1z/gnJ/wAo9PgP/wBkZ8L/APpptq/iT/4Q/wCIn/Qi61/4LJv/AImv7P8A/glb8ffgT8TP2JfhD8PPhv8AGrwl4g8QeHPg/wCGovEOhaH4ktbu80uRNNt4nS5hikZ4GWRWQhwCGBB5GKAPpOivnv4Nftx618UvjDpfhHV/g9BpHhDxhqXiTT/h74rj8Sm5udUuNEu2t7kXVkbZBZrMIrie3ZJ598UBMggdlQnhL9uPWvEvx407wPc/B6C28C+IfiJrXgPwx41XxKZLy71/SrW8uLtJdP8AswWC1zpupQpOLl2aS1AMSCVGoA+hKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK/gsm+CXxWhXzB4Fv5E8kS+ZBD5i7CobOVyPukE+nev706/iul/4J3f8FofC8d/4Qj/YO/aIMJlaK4Ft8K9anjbacHy5EtmUqcdVOGGOSKAPnGw+GvjfVIGurHQJZIktWuJJQy7UjXdlmJOF+43B5OK0vhxpN7aeKfsV1FsljlUOuQcdPSvZY/8Agmr/AMFfYrF9Ni/4J8ftGJbyQmJ4V+EWuhWjJJKkC15GWY49zXUfCH/glh/wVFuPFKX2vf8ABPH46wtJOpknvvhNrMYPI6l7YUAfb37DWkz2vgDTjLn7q/1r7U8DWJjtUYrywHSvJP2Uv2H/ANsHwt4YstO8S/sx+OrFo1Xclz4RvI8YHvFX0/4Z/Zw/aFto0W4+CvilCOobw9cj/wBkoAXQYHCLnjFdXpFsQufbmrmjfAX42RKBL8KfESH30Ocf+yVPYeDPjLZbbe/+BPjTzfNZJTb+Gbl0UAnDA7OQcDp60ATWVoxkGTxW3aQLtBqlYaD8VEDmT4E+OVxKFUHwtcfMvHzfd6e3XirdxYfFqG0um0/4DeNZJoYybVZPDNwqzNjIGdvy88c0AaVvC1XbeMYANVbaz+IqkLJ8EfGw/dgsR4YuMbv7v3f1qa3i+IjeQJPgf43TzFJlJ8Mz/ujjoeOfTigDWsbcIwdTxitGKNlGCevasD7V8TYIrY2vwM8ZsWuwlwsnhycbIsnLjC8ngHHvWiL/AMdBJG/4Un42JR8IB4an+cccjjjv19KANFlIQ55HcCqVwpK7gcYpjaj4686WMfBPxuVSMNG48NT/ALw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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Display examples\n",
"subplot_shape = [3, num_class]\n",
"fig, axes = plt.subplots(*subplot_shape, figsize=(20, 12), facecolor=\"white\")\n",
"\n",
"for true_label in Diagnosis:\n",
" fnames = [v for v in val_files if true_label.name in os.path.basename(v)]\n",
" random.shuffle(fnames)\n",
" # Find a correctly predicted example\n",
" for fname in fnames:\n",
" img = val_transforms(fname)[None].to(device)\n",
" y_pred = net(img)\n",
" pred_label = Diagnosis(y_pred.argmax(1).item())\n",
" if pred_label == true_label:\n",
" break\n",
" im_title = f\"{os.path.basename(fname)}\\npredicted as {pred_label.name}\"\n",
" for d in Diagnosis:\n",
" im_title += f\"\\n{d.name}: {y_pred[0, d.value]:.3}\"\n",
"\n",
" res_cam = gradcam(x=img, class_idx=true_label.value)\n",
" occ_map, occ_most_prob = occ_sens(x=img)\n",
" occ_map = occ_map[..., true_label.value]\n",
"\n",
" # the rest is for visualisations\n",
" for row, (im, title) in enumerate(\n",
" zip(\n",
" [img, res_cam, occ_map],\n",
" [im_title, \"CAM\", \"Occ. sens.\"],\n",
" strict=False,\n",
" ),\n",
" ):\n",
" cmap = \"gray\" if row == 0 else \"jet\"\n",
" col = true_label.value\n",
" ax = axes[row, col]\n",
" if isinstance(im, torch.Tensor):\n",
" im = im.detach().cpu()\n",
" im_show = ax.imshow(im[0][0], cmap=cmap)\n",
"\n",
" ax.set_title(title, fontsize=25)\n",
" ax.axis(\"off\")\n",
" fig.colorbar(im_show, ax=ax)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Interpretability Using xaitk-saliency\n",
"\n",
"Using the xaitk-saliency package, we can also compute occlusion-based saliency using either a sliding window approach (similar to the method provided by `MONAI`) or the [RISE](https://arxiv.org/abs/1806.07421) saliency algorithm. Here, we will demo the ability to switch out the saliency algorithm."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"from smqtk_classifier import ClassifyImage\n",
"\n",
"from xaitk_saliency.impls.gen_image_classifier_blackbox_sal.rise import RISEStack\n",
"from xaitk_saliency.impls.gen_image_classifier_blackbox_sal.slidingwindow import SlidingWindowStack\n",
"\n",
"gen_slidingwindow = SlidingWindowStack((50, 50), (20, 20), threads=4)\n",
"gen_rise = RISEStack(1000, 8, 0.5, seed=0, threads=4, debiased=False)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We will wrap the COVID model in smqtk-classifier's `ClassifyImage` interface for standardized classifier operation with our API."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"class COVIDModel(ClassifyImage):\n",
" \"\"\"Blackbox model based on smqtk-classifier's ClassifyImage.\"\"\"\n",
"\n",
" def get_labels(self) -> Sequence[str]:\n",
" \"\"\"Return a list of Diagnosis labels\"\"\"\n",
" return list(Diagnosis.__members__)\n",
"\n",
" @torch.no_grad()\n",
" def classify_images(self, image_iter: Sequence[np.ndarray]) -> dict[str, Any]:\n",
" \"\"\"Input may either be an NDaray, or some arbitrary iterable of NDarray images.\"\"\"\n",
"\n",
" for img in image_iter:\n",
" img = val_transforms(img)[None].to(device)\n",
" y_pred = net(img)\n",
" # Converting feature extractor output to probabilities.\n",
" class_conf = torch.nn.functional.softmax(y_pred, dim=1).cpu().detach().numpy().squeeze()\n",
" # Only return the confidences for the focus classes\n",
" yield dict(zip(self.get_labels(), class_conf, strict=False))\n",
"\n",
" def get_config(self) -> dict[str, Any]:\n",
" \"\"\"Required by a parent class.\"\"\"\n",
" return {}\n",
"\n",
"\n",
"blackbox_classifier = COVIDModel()"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"# Redefine val_transforms here to be able to take in perturbed images if needed\n",
"val_transforms = Compose(\n",
" [\n",
" Lambda(lambda s: LoadImage(image_only=True)(s) if isinstance(s, str) else np.array(s)),\n",
" Lambda(lambda im: im if im.ndim == 2 else im[..., 0]),\n",
" AddChannel(),\n",
" Resize(spatial_size=crop_size, mode=\"area\"),\n",
" ScaleIntensity(),\n",
" EnsureType(),\n",
" ],\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Similarly, we'll visualize the saliency maps for each image."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/jpeg": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Display examples\n",
"subplot_shape = [3, num_class]\n",
"fig, axes = plt.subplots(*subplot_shape, figsize=(20, 12), facecolor=\"white\")\n",
"\n",
"for true_label in Diagnosis:\n",
" fnames = [v for v in val_files if true_label.name in os.path.basename(v)]\n",
" random.shuffle(fnames)\n",
" # Find a correctly predicted example\n",
" for fname in fnames:\n",
" img = val_transforms(fname)[None].to(device)\n",
" y_pred = net(img)\n",
" pred_label = Diagnosis(y_pred.argmax(1).item())\n",
" if pred_label == true_label:\n",
" break\n",
" im_title = f\"{os.path.basename(fname)}\\npredicted as {pred_label.name}\"\n",
" for d in Diagnosis:\n",
" im_title += f\"\\n{d.name}: {y_pred[0, d.value]:.3}\"\n",
"\n",
" # Generate saliency maps\n",
" ref_image = img.cpu().numpy().squeeze()\n",
" sw_sal_map = gen_slidingwindow(ref_image, blackbox_classifier)[true_label.value]\n",
" rise_sal_map = gen_rise(ref_image, blackbox_classifier)[true_label.value]\n",
"\n",
" # the rest is for visualisations\n",
" for row, (im, title) in enumerate(\n",
" zip(\n",
" [img[0][0], sw_sal_map, rise_sal_map],\n",
" [im_title, \"Sliding Window\", \"RISE\"],\n",
" strict=False,\n",
" ),\n",
" ):\n",
" cmap = \"gray\" if row == 0 else \"jet\"\n",
" col = true_label.value\n",
" ax = axes[row, col]\n",
" if isinstance(im, torch.Tensor):\n",
" im = im.detach().cpu()\n",
" im_show = ax.imshow(im, cmap=cmap)\n",
"\n",
" ax.set_title(title, fontsize=25)\n",
" ax.axis(\"off\")\n",
" fig.colorbar(im_show, ax=ax)"
]
}
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