{ "cells": [ { "cell_type": "markdown", "id": "10e4a979", "metadata": {}, "source": [ "\n", "# Grad-CAM generation and visualization tutorial" ] }, { "cell_type": "code", "execution_count": 1, "id": "69de7617-055c-4d98-9a2b-feeeef194c90", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/arthur/.pyvenv/meegnet/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n" ] } ], "source": [ "import os\n", "import configparser\n", "import logging\n", "import numpy as np\n", "import torch\n", "import cv2\n", "from PIL import Image\n", "from meegnet.viz import compute_cams, plot_cam\n", "import matplotlib.pyplot as plt\n", "from pytorch_grad_cam import GradCAM\n", "from meegnet.dataloaders import EpochedDataset\n", "from meegnet.network import Model\n", "from mne.viz import plot_topomap\n", "from sklearn.decomposition import PCA\n", "import torch.nn.functional as F\n", "\n", "info = np.load(f\"../camcan_info_mag.npy\", allow_pickle=True).tolist()" ] }, { "cell_type": "code", "execution_count": 2, "id": "2e2df672-ccf9-4532-8fa8-9639c3621907", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model Loaded.\n" ] } ], "source": [ "# We set up our data to be 3 channel types (MAG GRAD GRAD),\n", "# 102 sensor locations (Elekta Neuromag Vector View 306 channel MEG),\n", "# and 400 time samples for 800ms of signal sampled as 500Hz.\n", "n_channels = \"ALL\"\n", "input_size = (3, 102, 400)\n", "sfreq = 500\n", "\n", "n_outputs = 2 # using auditory vs visual stimulus classification -> 2 classes\n", "n_subjects = 1000\n", "n_samples = None # We will use all trials for each subject\n", "\n", "# Setting up paths\n", "classif = \"eventclf\" # also used for naming files and for model name\n", "save_path = f\"/home/arthur/nvme/{classif}\"\n", "model_path = save_path\n", "\n", "# setting up a seed for reproducibility (will be used for numpy, pandas, torch, and the meegnet library)\n", "seed = 42 \n", "\n", "# net option can be \"meegnet\", \"eegnet\" etc, see documentation\n", "# net_option = \"meegnet\" \n", "net_option = \"eegnet\" \n", "\n", "# name of the model\n", "name = f\"{classif}_{net_option}_{seed}_{n_channels}\"\n", "\n", "my_model = Model(name, net_option, input_size, n_outputs, save_path=save_path)\n", "# my_model.from_pretrained()\n", "model_path = os.path.join(save_path, name + \".pt\")\n", "my_model.load(model_path)\n", "print(\"Model Loaded.\")\n", "\n", "fig_path = os.path.join(save_path, \"figures\", name)\n", "if not os.path.exists(fig_path):\n", " os.makedirs(fig_path)" ] }, { "cell_type": "code", "execution_count": 3, "id": "eff71797-fd08-49f1-bd8c-2d2d6f51da91", "metadata": {}, "outputs": [], "source": [ "dataset = EpochedDataset(\n", " sfreq=sfreq, # sampling frequency of 500Hz\n", " n_subjects=n_subjects,\n", " n_samples=n_samples,\n", " sensortype='ALL', # we use MAG GRAD GRAD here\n", " lso=True,\n", " random_state=seed,\n", ")\n", "\n", "dataset.preload(save_path)\n", "np.random.seed(seed)" ] }, { "cell_type": "code", "execution_count": 4, "id": "dc97417f-8a92-4c8d-a8ab-05e487d92acc", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EEGNet(\n", " (feature_extraction): Sequential(\n", " (0): Conv2d(3, 16, kernel_size=(1, 64), stride=(1, 1), padding=(1, 32), bias=False)\n", " (1): BatchNorm2d(16, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (2): DepthwiseConv2d(\n", " (depthwise): Conv2d(16, 32, kernel_size=(102, 1), stride=(1, 1), groups=16, bias=False)\n", " )\n", " (3): BatchNorm2d(32, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (4): ELU(alpha=1.0)\n", " (5): AvgPool2d(kernel_size=(1, 4), stride=(1, 4), padding=0)\n", " (6): Dropout(p=0.5, inplace=False)\n", " (7): SeparableConv2d(\n", " (depthwise): DepthwiseConv2d(\n", " (depthwise): Conv2d(32, 32, kernel_size=(1, 16), stride=(1, 1), padding=(1, 8), groups=32, bias=False)\n", " )\n", " (pointwise): Conv2d(32, 32, kernel_size=(1, 1), stride=(1, 1), padding=(1, 8), bias=False)\n", " )\n", " (8): BatchNorm2d(32, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (9): ELU(alpha=1.0)\n", " (10): AvgPool2d(kernel_size=(1, 8), stride=(1, 8), padding=0)\n", " (11): Dropout(p=0.5, inplace=False)\n", " (12): Flatten()\n", " )\n", " (classif): Sequential(\n", " (0): Linear(in_features=3136, out_features=2, bias=True)\n", " )\n", ")\n" ] } ], "source": [ "print(my_model.net)" ] }, { "cell_type": "code", "execution_count": 5, "id": "a0c50dc4", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Warning: Number of trials for CC210051 does not match number of targets.\n" ] } ], "source": [ "net = my_model.net\n", "layer = net.feature_extraction[7]\n", "target_layers = [layer]\n", "\n", "all_cams = compute_cams(net, target_layers, dataset, verbose=1)" ] }, { "cell_type": "code", "execution_count": 6, "id": "41f1350d-67c3-4df3-ae4b-3a6b31782f7e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dataset.load(save_path, one_sub=dataset.subject_list[-1])\n", "\n", "for i, label in enumerate(dataset.target_labels):\n", " input_tensor = dataset.data[dataset.targets == i]\n", " plot_cam(input_tensor, all_cams[i], name, label, fig_path)" ] }, { "cell_type": "code", "execution_count": 8, "id": "7c326ca2-7c51-4a59-87a2-ff3aff251354", "metadata": {}, "outputs": [ { "data": { "image/png": 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85jc57LDDeOc73xkcOzw8zD333MMNN9zQk3vv7jj77LPZunVrpMfP1VdfzdzcHGeffXbsecPDwwB8/etfZ25ubt7pkLZ0165dbNu2jeOPPx7P8zpWGFetWgXAd77zHaanp+edNo3DDjuMxzzmMcH/xx13HABPfOIT2W+//Vq2d9LDqReYzzeR739iYoJt27Zxwgkn8Le//Y2JiYleJhOAU045JZW9kXVGO3sjj7GhE3v1ile8gj//+c+8+MUv5pZbbuH3v/89z3/+87nvvvva3udVr3oVt9xyCx/60IcicXbd1ge9xIKRoZmZGd72trex7777UiqVGBsbY/Xq1YyPj3eVge68804ADj744Mj21atXs9dee3WdzjvvvJODDz64RbLVbih9X40DDjig5Rp9fX384z/+I1/72tcCA/OFL3yBcrnMM5/5zMT7v+IVr+CQQw7hyU9+Mhs2bOBFL3oR//u//9v182hIAwShEdx3331bts/NzS1IoU7CRRddxPj4OIcccghHHnkkb3zjG7npppvanjc3N8f73/9+Dj744Ei+uummmxbsGY455hhOOumktsthhx0WnKMNaL1eb7lerVazyszdQF+nUChw1llnBdv7+vo4++yzueeee7jrrrsAePOb30y1WuVRj3oUBx98MK985Su7dt3sCTj11FNZtWoVV155ZbDtyiuv5Oijj+aQQw6JPe/ss8/msY99LOeddx5r167lnHPO4ctf/nLXxOiuu+7i3HPPZWRkhGq1yurVqwPXXad5/oADDuB1r3sdn/jEJxgbG+OUU07hwx/+8LzLTif2BuDBBx+c1/06xXy+yfXXX89JJ50UDFmxevVqLrjgAqDz958Ge++9dyp7c9JJJwXntLM38hgbOrFXL3vZy7jgggv44he/yOGHH86RRx7JX//616AxqEMFTLz3ve/l4x//OO94xzs47bTTIvu6rQ96iQUjQ69+9au5+OKLedaznsWXv/xlvvvd73LttdcyOjoayYBxg4Qty3EIiM9Qz3/+85mamuJrX/sanufxxS9+kTPOOCMo/HFYs2YNv/3tb7nmmmt46lOfyg9/+EOe/OQn84IXvGBe6Yzr8RG33fM8YOG+h3n+4x//eP7617/yyU9+kiOOOIJPfOITPOIRj+ATn/hE4nXe9a538brXvY7HP/7xfP7zn+c73/kO1157LYcffnhPWuE27Nixg/vvv7/tIg3j3nvvDRC0liTuu+8+1q9f35O0jYyMUC6XGR0dbfm2a9asAcKK59BDD+VPf/oT//3f/83jHvc4vvKVr/C4xz2Ot7/97T1Jy+6GUqnEP/zDP/DVr34V13W59957uf766xNVIVA24rrrruN73/sez3ve87jppps4++yzOfnkk4NykLacNZtNTj75ZL75zW/y5je/ma997Wtce+21wXg23eT5Sy65hJtuuokLLriAmZkZXvOa13D44Ydzzz33dHwtjW7tDczP5qQ9N803seGvf/0rT3rSk9i2bRuXXnop3/zmN7n22muDXpsLYXNmZmZS2RsdewPKDpRKpVh7AyTanE7t1cUXX8yWLVv4yU9+wk033cQNN9wQvAtbQ+HTn/40b37zm3nZy17Gv/7rv7bs77Y+6CUWjAxdffXVvOAFL+CSSy7hrLPO4uSTT+Zxj3tcy6B2WtUxt5uKzP777w/QIqM98MADqVoZcYVm//335y9/+UtLpr711lsj922HI444goc//OF84Qtf4Cc/+Ql33XUXz3ve81KdWywWecpTnsJHPvIR/vrXv3L++efz2c9+lttuuy0x7QuBtN8j6Xzz3EajYS1kIyMjvPCFL+RLX/oSd999N0cddVTbgQWvvvpqnvCEJ/Bf//VfnHPOOWzatImTTjqp5Z6dvrOk488880z23nvvtosMtj/66KMB+NWvfhW51ubNm7nnnnuC/fNFX18fRx99NA888EBLR4LNmzcDRNy6AwMDnH322XzqU5/irrvu4vTTT+fiiy8OWo8Zojj77LPZtm0b3//+97nqqqvwPK8tGQL1XZ70pCdx6aWXcsstt3DxxRfzgx/8gB/+8IdA+nJ288038+c//5lLLrmEN7/5zTztaU8L3PLzwZFHHsm//uu/ct111/GTn/yEe++9lyuuuCLYv9g2xzbYaRqb08m57b6JDd/4xjeo1+tcc801nH/++Zx22mmcdNJJ1kZxJ+8s6dgrr7wylb3RBEY/25FHHtlibwB+8Ytf8JCHPCQ2eBpU/eU4Tsv5jUaD3/72t1Z7tddee/G4xz2OI488ElChLBs2bGgZMuTrX/865513HmeeeSYf/vCHY9PQTX3QSyxYb7J8Ph9h/wCXXXZZCwvXvRSuu+46nvrUpwLKL/6Zz3wmctxJJ51EoVDgsssuY9OmTUFmSjuq9MDAgFXSPO200/jud7/LlVdeGcQNua7LZZddRrVabelJkoTnPe95vOlNb6JUKjE6OsqTn/zktuds3749GKsBVKaWvQp02qHVcC4EhoaGGBsb47rrrovEY33kIx9Jdf6BBx7IddddF9n2sY99rOW7m89drVY56KCDuPvuuxOvb8tXV111Fffee29kzIpO31nS8Zdcckkqwi0rqMMPP5yHPexhfOxjH+P8888PWsiXX345uVwu4tKamJjgvvvuY++9926rJNpw9tln8/Of/5zPfOYzvOQlLwGUtP2FL3yBww47LEiX+c6LxSKHHXYY3/72t5mdnV2UsblWGk466SRGRka48sor+eMf/8ijHvUoq6tcYseOHYyMjES26cpEl2lp9/S+ZrPJxz72sch5Ot/IPO95Hv/5n//Z1fPs3LmTSqUSidc48sgj6evri7hIBgYGFsXegHoX3/rWt3jggQcC4v673/2O66+/vsXNZjt3YmKCm266KbCb9913H1/96lcjx6X5JjbY3v/ExASf+tSnWo7t5J3p3tS243XMUKc466yz+Od//md+9atfBb3C/vSnP/GDH/yAN7zhDZFjb731ViqVSuDeXLVqFSeddBKf//zneetb3xoQp8997nNMTU21Dfe48sorueGGG3jf+94XCTm57rrrOOecc3j84x/PF77whdgehN3WB73EgpGhM844g8997nOsWrWKww47jJ/97Gd873vfizwwwKZNm9hvv/148YtfzBvf+Eby+Tyf/OQnWb16dRDrAKp1+4Y3vIF3v/vdnHHGGZx22mn85je/4dvf/naki14cjjnmGK688kpe97rXceyxx1KtVnnKU57CS1/6Uj760Y9y7rnn8utf/5qNGzdy9dVXc/311/OBD3wgkU2beM5znsOb3vQmvvrVr/Lyl788EsAch/POO48dO3bwxCc+kQ0bNnDnnXdy2WWXcfTRRwdxS0cffTT5fJ73vOc9TExMUCqVeOITnxi4QXqN8847j3//93/nvPPO45GPfCTXXXcdf/7zn1Of+7KXvYxnPOMZnHzyyfzud7/jO9/5Tss3OuywwzjxxBM55phjGBkZ4Ve/+hVXX311pCu4DWeccQYXXXQRL3zhCzn++OO5+eab+cIXvsBDHvKQyHEHHnggw8PDXHHFFQwODjIwMMBxxx0XW5Edc8wxgBqG4ZxzzqFQKPCUpzyFgYGBYF+neO9738tTn/pUNm3axDnnnMPvf/97PvShD3HeeedFhkb46le/ygtf+EI+9alPRebY+9znPsedd94ZxKFdd911QUD08573vEC1PP/88/nEJz7BK1/5Sv785z+z3377Bed+4xvfCK63adMm1q1bx2Mf+1jWrl3LH//4Rz70oQ9x+umnd5TP9yQUCgXOPPNM/vu//5tdu3bxvve9r+05F110Eddddx2nn346+++/P1u3buUjH/kIGzZs4HGPexygyPKjH/1o/uVf/iWoqP/7v/+7pSPDwx72MA488EDe8IY3cO+99zI0NMRXvvKVrmNufvCDH/CqV72KZz7zmRxyyCG4rsvnPvc58vk8z3jGM4LjjjnmGL73ve9x6aWXsn79eg444IAg+LnXeNGLXsSll17KKaecwotf/GK2bt3KFVdcweGHH87OnTsTzz3nnHN485vfzNOf/nRe85rXMD09zeWXX84hhxwS6VCR5pvYsGnTpkC5P//885mamuLjH/84a9asaVG7jznmGC6//HLe+c53ctBBB7FmzRqe+MQnWq/b39/PYYcdxpVXXskhhxzCyMgIRxxxBEcccUSL6pMWr3jFK/j4xz/O6aefzhve8AYKhQKXXnopa9eu5fWvf33k2EMPPZQTTjgh0jng4osv5vjjj+eEE07gpS99Kffccw+XXHIJmzZt4tRTTw2Ou+6667jooovYtGkTo6Oj/PznP+dTn/oUp556akQdv/POO3nqU58aNP7MYSCOOuqogMB2Wx/0FAvVTe3BBx/0XvjCF3pjY2NetVr1TjnlFO/WW29t6WLteWp47+OOO84rFovefvvt51166aXWLpzNZtP7t3/7N2/vvffuaNBFz/O8qakp7znPeY43PDzsYRl0Uae1WCx6Rx55ZEuXbDnoYhJOO+20lm6mSbj66qu9TZs2eWvWrAme//zzz/fuu+++yHEf//jHvYc85CFePp+PPFtc13qz66x+nzfccENku+6CKrucTk9Pey9+8Yu9VatWeYODg96znvUsb+vWram61jebTe/Nb36zNzY25lUqFe+UU07xbrvttpZv9M53vtN71KMe5Q0PD3v9/f3ewx72MO/iiy+ODAdgQ61W817/+tcHeeCxj32s97Of/czaPffrX/+6d9hhh3mO46TqZq8H9Ozr64vtZt8pvvrVr3pHH320VyqVvA0bNnj/+q//2vKM+j2a6Uvq0m8Os7BlyxbvBS94gTcyMuKVSiXvuOOO8/73f/83csxHP/pR7/GPf7w3OjrqlUol78ADD/Te+MY3ehMTE/N+zt0Z1157rQd4uVzOu/vuu1v2m924v//973tPe9rTvPXr13vFYtFbv3699+xnP9v785//HDnvr3/9q3fSSSd5pVLJW7t2rXfBBRcE95Lf95ZbbvFOOukkr1qtemNjY95LXvIS73e/+11LnknTtf5vf/ub96IXvcg78MADg8Fwn/CEJ3jf+973Isfdeuut3uMf/3ivv78/MmxE0qCLJgDvla98ZWRbnB39/Oc/7z3kIQ/xisWid/TRR3vf+c53UnWt9zw1mOIRRxzhFYtF76EPfaj3+c9/vutvYsM111zjHXXUUV65XPY2btzovec97/E++clPtryH+++/3zv99NO9wcFBj4RBFzV++tOfesccc4xXLBZju9l3irvvvts766yzvKGhIa9arXpnnHGG95e//KXluLj0/eQnP/GOP/54r1wue6tXr/Ze+cpXBsPLaNx2223epk2bvLGxMa9UKnkPe9jDvHe/+90t00LFDX6rF/m83dYHvUTO8wyfQ4Z54elPfzo333xzEO+TIUOGDBkyZFje2GNmrV8M3HfffXzzm99MHTidIUOGDBkyZFh67BmzCy4wbr/9dq6//no+8YlPUCgUOP/885c6SRkyZMiQIUOGlMiUoR7gxz/+Mc973vO4/fbb+cxnPsO6deuWOkkZMmTIkCFDhpTIYoYyZMiQIUOGDHs0MmUoQ4YMGTJkyLBHIyNDGTJkyJAhQ4Y9GhkZypAhQ4YMGTLs0cjIUIYMGTJkyJBhj0ZGhjJkyJAhQ4YMezQyMpQhQ4YMGTJk2KORkaEMGTJkyJAhwx6NjAxlyJAhQ4YMGfZoZGQoQ4YMGTJkyLBHIyNDGTJkyJAhQ4Y9GhkZypAhQ4YMGTLs0cjIUIYMGTJkyJBhj0ZGhjJkyJAhQ4YMezQyMpQhQ4YMGTJk2KORkaEMGTJkyJAhwx6NjAxlyJAhQ4YMGfZoZGQoQ4YMGTJkyLBHIyNDGTJkyJAhQ4Y9GhkZypAhQ4YMGTLs0cjIUIYMGTJkyJBhj0ZGhjJkyJAhQ4YMezQyMpQhQ4YMGTJk2KORkaEMGTJkyJAhwx6NjAxlyJAhQ4YMGfZoZGQoQ4YMGTJkyLBHIyNDGTJkyJAhQ4Y9GhkZypAhQ4YMGTLs0cjIUIYMGTJkyJBhj0ZGhjJkyJAhQ4YMezQyMpQhQ4YMGTJk2KPhLHUCMiw/5HKfNrbMit+uZbva5nmvW7hEZciQIYMFudyvuzrP847pcUoyrGTkPM/zljoRGRYPrUQnDWaN/+MI0ayx3zwPPO/CLu6fIUOGPRG53E3Y7MhiISNMew4yMrSboTuy0w5pyZB5bDwpClHw1w5QyNSlDBn2ICiykwZLR4iSkJGl3QcZGdoNsDAESCKJDMn9SSQpCYoIhb/7UcTo3A7SmCFDhpWA9ATIxPIkRBoZMVrZyMjQCsXCEyCJdmRIHmMjRHHn6JC1qDoUEqJ+oAL043kndpDeDBkyLCd0T4BMLGdCFNo4zztuCdORoRtkZGiFYXFJkIbNACURIrm/nfGyESFJiCqExGgQzzssZZozZMiw1OgdCdJYGWRIIyNFKwcZGVoBWBoCJJGWDJnHxqlEGpII6f81GdIESP8e9NdD/jKI5+XSJD5DhgyLiFzuFsvWNO7ytFiOhCjp+VR6Pe9xi5OUDF0h61q/TLH0BKgdHOwGoEBorHT2cgmJj+06GPsd47c9m+ZyQFUt3n3tU5whQ4aFgZ0ASUhbMF9IG7NykMv9X/A7I0bLDxkZWmZY/iQoDTSxsZEiCTP7yUDqpOu2IncoMAzez9KlMEOGDPNHexJkopekaOUil/sRQBYLuYyQkaElRC73eVa2UYhThzTMFlxcdrORnJRZ0xVrF3InA8NiGQPvzekulSFDhnh0TnyS0M52tMPKVIdMaFIkn8XzTl6StOzpyMjQIkMRIAn5CVYiMUpDiCDecJlxQ7Z9bZB0exdyHwXGUMrRk9JdMkOGDL0mQCbmS4h2T+Ry3w5+e96TlzAlexYyMrQIaCVAcZjP51goo5Km9ZVG+raRIpPsFGK2p4SbsNTUOvcLYMyjPPYgM6tGurtPhgy7MRaWAJmYDyHaPdShJORy1/i/ZvG8ZyxpWnZ3ZBO1LjDSE6H5wiEp2Hj5pKEgFnme7XcHMNxlNiIUrnM0aiVGm/d2d68MGXZTLC4R0lhqu7UykMt9ZamTsFsjy4ELhMUjQTb0Ikhxvi2uhQiUnEV1r9fXLbQSH4gnRDVgCijDXK1I081zYP4PDPMgvybr3ZFhz8XSkKBeYPdXhxTUcypC5OJ5Zy91gnY7ZGSox1haEmSiWwm6l8alHSnqJgsKUpREgmpJS4F6rUijVKSJw99zLcOM8w2e2UV6MmRYmVheJGh3jSHqPWHL5a5Euc6e29Pr7snI3GQ9Qi73+WVGhLrFQrWyeiWFzxprH0lEaMpY/O1N18ElT4MiTfI0yXM2n+lBGjNkWN7I5W5ZZkRIoxsb0WWM4bKFfAdxz6bs3+5R5ywPZMpQD6BY+nKVa5dba6sXWU4/jwfkWkmQjXfpbWUUIarCbK1Io1nCzecDMgRwHh9ikEnez7/0IK0ZMiwvLE8SJLHcbNZCwHzG7usPPTZdNrH1/JCRoXlAkSCJdt3IM3SGWUKjERcYVLATIBc1OrWGJENVfHWoRNPN08iXcH0ipAkRwFu5gEEmeROX9f7RMmRYZCx/EiSxJxAiE+bo/WmePzxGkaJZPO8lPU/ZnoCMDHWAVvKzUrCSDYucykPHCmmSpJecUnv04ZoISe5UJiRD2n3m5qjXijRLeZo4ASHScGgC8CHOY5BJKkwzyCSn8qOFeNAMGXqKlUV+5ovlqswnwWaXbc+R5tnC/bncx8V2F897ebcJ3KOQkaEUWLkkaCXClI4hSn5sRqGfgBBJAUkrQ5oERYgQQdxQnRINijQIFaK8T4QcmuT9NOlt/8cxVJjhEexJlU2GlYLdhwSt5EZcWiQ9Y5IrTf42bWL0ernc5QAZKWqDjAwlYPciQb0wLFMo4pFvd2CPYErGM/7/rtivt/uz3NdyiuyYLjJNhqpEgqhna0WazbyIG7IrRJoI6TXArWxkkEn2YXuvHjhDhq6Ry/2FlaeOtEMndstUUMZRBX45VHNJ6k6v4oeS3tMsudwHAfC813Rx7d0fyyGXLDvsXiSoV9gMfBZYDbx4ge4xi733hCzkM/7/+liXaFxRv9o+JU5piRUiVIfcPE03TzPvBEHUTZ/+5MWWPC5F6mKv66cszw76GQmIWoYMiwtFgmD3I0Lzwd+AdwAb/PVyQFJMaSekz3as+X98XsjlPpgRIgsyMmRADWq1J8izcYhrlfiuKHo9hYUmM+Y2CJUfKQ0XCGe3126zgjhOxxX1w1ROneYQVYRk13vXUUHUpSJ1SpFeZRJOQIJCulSkHsQV1XblKO8C1njzfB8ZMqRHSIR2Z3SjDg2gRo5Zt1CJmgfiSJF8Tv0cndZFaQixSy53KQCe97oOrr17IyNDPlqHOu92BOXl0DrbglJxTgaO7tE19wLSTP/eyfuaQKXzKOAEojFBpvKjr20SI1ecNwMMEqpEQ8GI07o7vXSRqcNyuG4e16c5mhDJ2CGbQlSkQZ4mRRo4zdB1xu052AUckZGiDAuHKAlaDjZnPrgTeBfwj8Dje3TNtcB/9ehaGtuAC1G2yhyctZv6ohN3WNyxps3USJeOjBSF2OMHXczlvtJmzhcnYVmu+Bsqrud3XZzbrWGVXbfSYgdqrCBt2M0u9DP+Mumvd4rfM8C02DYpjt0p9tNKgAx1qOmauk/oDIMoISrRCNxkJRqKHNVmKdWNV/CLHPwg1+H7yJAhGbncX3YzIgTwe5Q9vS7hmOVgb+8D5oBfJxzTaf1ghgV08pxxE1t33oDP5d5DLveeDs/bvbAcctiSYf4T3y1Xd9pxwDBwwBKnox0OAM5Cud7atWp0Vp2h1VWmW01y0ShArRA/LYeLihkSQdRSHQoJkRsQItXvrEGROpVdNUp1yNWAOtAMrwvANTl4aqYSZZg/Wl1iuwMRAngysAY4vEfXW6hu9kcCrwPWpzzeHPgsDnHp7aSbva2nbefvIJd7D56XxgOw+2GPJEO9m/13ORIhUILfoca25ZpWbVh0fJD+Da1pNqVoTYT02EP6Gq5xzmgsEaIGc9YgaqUOSShC5PqusgaleiNKhHb51zVVoi/l1LZzM1KUoXPY44J6Wdkv9WCxfcCxKY5bDo3Pg7o8r50bLWnARdtztxujqBOXWdTO5XIXA+B5b2lz3u6F3Z4M9Y74pMFKb6kth/TbSBHG/1Id0nFE/caxmijNAF7Y5d5KiNRI1M1Sa+yQGVDtiNihvDtHzqWVCNWJkqKmv/5wLnrcxRk5yhBFuoDohSBC+vdysAG7M7qNRe0Gae9hP06TIo3dnRzt1mRocYnQSsd8jWCvW21pRlzVxMlmYCQZmoFaxQiclouK7ZHjDAnK09K7zKGJ02yqOCFJfnaJ39pdpglRXdxbk6N/8gnaFRkpyrAURCjD0iHt6NNp9scNRqvRSZ6Jn/RWkaNZPO/CDq63crBbkqFc7pqlTsIKw3IzsJ2kx4wR0uP9SPfZDFCJTuZqqEOuG85NJoOpG4FCpIpKQJPcplKF9DVMRcgkRZoQ6TSIDmg8z3ejfTkjRXsilo4ErcTZ3peDq6xX6MWzaIIU5+rsNN+0Pz6XuxBgtyNFuxUZaiVBCyn79rJA3gr8EXgKK/uTpCnctjGFOu8S2gpNgm4D7gCehSJDepBGLIpQuDTd1pGn3Rh1SJGhuZDU2NQhqQRJd5kmSJpI1cUNn+qTou9kpGhPQPoxgpZbY+VXwC+B84DiEqdlMRAXu9gL/AbVO+35RN+ltqWd1mF6uJGFx+5GinabrvXxatBitX7mY7C+huoO/9feJKUj9NrQxhmKdt1NTVLUDVzgO8DtwJ8I2c4s4EW71beQoagiFHWZORHFCCAv3V16Md1mOpZILnVUV3/92yRLACdmXfJ3dywcEUo7xMV87OIVqO7wN8/jGt1iMVWhuHfZyzR8GtUQ1vPJxX2XTgjY4jaoNSla6VjJMgSQ1iVmy2DtfLNpj+0FzkaNtdNtT4VusVgtzsXKZrPASahBJzcS7WrvgluIkhdJjHzY1KC42KGWMYvi4oeke8wMqnaN//X+Y/14opszlWh3QmcjRndSPheTJPw/4LfA3y3iPRcbi/U+Xw3cCBzRwTlp1KLF7SG4O6hEK5YMzT8uaD4to14XlANY/mMCdYq4rLXQPVZWAweiBkeTXfRnFRnS/xoDMM75Yw1JviNjhcIZyQQp0tlAjy9kI0VmHJGNAOnrmIQI4JCc+v23jBStZCwcCYLFj6E5nN6NCbQcsZjv82H+0s0904QlLG4PwZVMilYcGVqewdHLzae/1LBlq7RdeHvxLvUs9i2yT3RTxFUWsqAoCTIn5HCiCpF2bUkFSAdVm+qQjBdKIkO2/WtzeC7ktmekaCUhl7udziq6XqhB7cx6XENwT7djnXwn2Yt1OSBufselwUokRcvpa7bF8iBCK7Unw1L1wogzvDZC1Kv0mT3MjFtYFycYeDE8NN+yDlxnDhRkj36p6qTpcq+Pl2lqGv8THue54DZhtprDdWGolpGi5Y6lIUIZusNKeZ9pR6VezPGM4rGSSNGyJUPLg/hAuvFudnd00wrq1A3Z6/eoA6djiFGLOhQNWpbxQnKtTmmd1T5yLU18JBHSgy3KrvamSiTS5flr198+64Lr+usm7MzlglGWZoHDvIwcLSUU8ZFYKhLUrUlfCXZsoSr25UCEFqqx2m4MosWBGWS9HMnRsiRDy4cImVgOhaaXSHJXmc+alhC1m3hQX1cOG29u6wXkdWOS40bXTTcPpdZTzLihJnmaTh84c5EYo1iFSI5FZBmZOlB9NAESyZ41SZHxdHr961yOYzJCtCRYPkQog0Lad7qnvM/lN7J4LnfhsiNEy4oMLT8StLwy0PKHJEJpspYb87sXkFTBgK2Xv9GjDEISpH7LXmYOTScP+Tn7bc3FMiCjVwsJ0EzNP7UZzXFxoy+ZM7fpp/y/XA4XODEjRYuC+ZEgWD5EaE+0c714n50o5p32aJ4vlnq+ufZYbi60ZUGGlh8JssFWeJZvRlt8dEqEJJboPRoqkeu2dp9v6U6vD8/ngdl4YmUqRMJlNlsPSZDbhGlaiQ3i/5Z7G/+b5OhanxQ9OSNFC4JWEgTLQw1KW+6SRiyeL9q5xxe6rC9Hm7yYI33re7ni/+WtgC0XUrSkZGh5k6DlWKjmi07mwzGPnQN+DDwE2NdyDXleOyy0iyzmeo6xpIQkRJHeZPJaecs1ZUyQ3/1+tq5I0Ew9JEEz2N9EO1Jkwjz+KzkVB/WMjBT1BPMnQbB7q0FpKv3Fctk0UYPZHgE81Ni3mORgoYhQJ+9RG6blXactNSlashGoVxYR2lNVIVm73w7cBFxtHNMJEbK5xWJcWYuBDkiRGTTdxMGTRKj1hHDxA6a9WpQIzQA7/fWk/3un/3uH/3u7v+xMsUyLZUbc/vO5bETr+cLuEltORGipRf5OKv2FIgjy/d4M/AT4T+OY5USEVuLccAuPpRrRetFL0PImQbD7kZzbgG8CzwTWxxyT1MrQCtF+/nLIPNMzC3wfxRAeL7b1GtrQ6NnrC63KkCMOESXBicyiGiLOZRa5hk0d8hcdI6TJilxk3zdbtFMn46Xb8Gm/99lLMpWoI8w/LggWfhDFpSZC3SDO5twE/BfwWpQK3S0OQylCx4ht3RKhK/1z/3Ee6ek10qj5KxdLoRItWila/iQoDitdFbrRX9+MIkPdFBhdyz9tHunQ95wD/s//few8rtcOmgTp304qIiQRjjcdJUdBMHUeCto91u6afozQTDN0jZmLSYTaucva9duzkaTLfVIE8JqMGMWiNyQIlv9o0ksJGyH6gb/+KVEy1O69mNcpAi/v4Pw4NIFvADnU5M9plfA0TZSFrkcWO2i795Aq0UITowUnQyuLBO2O7rGnoiYBPFJs6yR2qBeQLrE54OniXgt1zwJqFOp+/3fOrgwJAuM4IfExCVCcWqTPJS8WS6nS4wbNEipBnRAiG2ZitseZa9M0XprL8bqMEEUQJUHzJSaLQYRWoiqUhJcAvwAe18E57d7zfL5jHjUXW5OFdWulTWMncUK7F7Fe6O74C1KSVhYB0uh2NORrgFtRrZDBnqaoNygDj7Bs74YQ6eNltpE9U+LemTFHGAew8LFC/caCehVlQhJUlmuPvKMIzwOf/ja3X/kdTvzk2bB39KqRYGo5CrWpCuXF2sesG76BOEKk980Hcd3z9XWlSb/YiCd6yx5IjkIC1Kv82A3BX6yK6+PAL4H/APbq4XWlHejkHBMDwBONbfN5N92SDPksx7B4sOnB7fAjlJL2EqCacNzKCKROwkIO3tgzMpTLfcX/tdKCwtJ0Xk469m9AA5hgeZKhJHSrEHUyvoZJhNLqHvOBSYT6W8lPhAgBjkveUSMJ7fj2L8j35dj15/tg79XWO0Tih/RPGxFKeE06RsgkQwuNpHtc6JOjC3dzUtTZxKmdYDErmm7M980oe7Wd3pKhpUKaxls353dD7jo5P24Usbjjko75LcqNdx9wMK02fOWToDj0MraoJ2QoJEIQvvDFJkW9apl0QoQAXoYiQms7vPdyQS8Ike2bm4V9sYgQKAI0CAz5S39IgMzFJzB95Qb5vOo4f/DHX0vxT79n9bGjqEojikjPsjhFyOh2n3Pk+a3B0npZLrgwl9ttCdHCEKH5fL3FdI+9G5Wn9+vy/CR0YoN7kdsXigilRbtGoe19LEQpfylwNyrGqp0t3z2JUS9caPMiQ1ESZCIp1DMtOv1gccenDSTrlAhBWKuuZHTrXzaNQZyrcTGJ0BAw4q8HUcQop9TjMuHaWIrlOiXqFGlQGiozfOyBwHhk5GkTTacPmLMTIVMd0i61ZvjG5BtZjt793U0lWp5q0GLHCQ34y0IhTWN4qYnQYhKBTuKZunGRAVSw97yTdn33JEES81WJuipVySTIhqX+AGnu3w0R2p1gEqK0AdW21pFt+MDFUoQ0ERJrTYJil1lK5YYiQtTJi/fgktcUiTolnxw5ITkyXWGmUqRdcXlwHHDq9pQv51y20knRwpEgWPwv18swT1neex0+ulQ5uldEKG0DvpOQAdu5GrZ0meTI7HSS9KzSfu8Z6pBGLncxAJ73lo7O6+grdk6CVgp2h15jvcB8FCITssAuRjSMJkIjKJel/p2DYcKlKtb+UqjO0F+apsK0nnkMh6b45fiEqMg0FQaZ9CdrzYPjz0+WpAr564ITjHhEgZVnklYaKdq9SBB0V+mmLc/mccupl5ppl+Le/VIpQt0Qorjnme84Vua7ilOHVpr16RydkqLUI1Dncnrgqd0JcQ6Kpc4g1wNvAX63xOnoxr0po2EWOix4FvgiahDHtWIZAUaBSpQIWZdZKtVpKsxQDChPI7hDkzxaM1J0qR91dIXpfIXZEmqme0mEyrQSoxIUStCfbx2GaKV1ObhwBYxovbAusZVAhObrfHWNJQn/A5yJGvF5uWKhv1madz0FvAoVt6URR4TmowppFDr8vXtCk6J26IL+27pXrzSkid5Pe+5CvIdpVC1aW4Brt0O36lBSwPRCoB/FQpqoySj2IaoK+URonb+MiWU4XJeHJxksTVJhmpJwk+lxhnTMUJ0i0/RTocIkg1SYpkiDSnWawq5ZFYahSVHe/11CESNBlgoO9DeVCaqgpt7IsBKwVA2kTuzLQjZWk+z+Tn/7rgW8fzv08tm7JQjt0lBHvSs9ZllaIjRfaJsuh0BpNxzK7oR0ZWgeNbntJc6XGPTiw8SlYb4Satz58/EZx+Fk1KBj/T2+bq/QTqZeKCKkB1LUgdFDwAcIWY+vCDlEyc86yzIGfWO7GFw1xSCTgeZTpIFjjDpdp0SRBg0aTFOhn2kmGVQqUr5OcdUDlOuoukAvUi3ScUMl6C9Dpa5S7xCuF2v6ygydYDG+iAynN7elwWJXZrZ0Pgc1Ov1CBmbPB8ulZK0C/h1lHDohQkmqkO3ZZINWWxbTXSYJUdK1Vhq6V7p6XIsvB5bZaRrmE1y9kFhuRCjpHSwUCdKRNZoEOYTd5XVMkN91nkFa4oNsZCggSTWGx8YZZJJ+pulnRihDraNNN3wn2jT9lBikRCPoZ1YaaDA6MkGhjmr8ac+C/n+KQCkqlMDJK3VIEqLFGmNoz4HtbS50D6f5YD4xJ0sFWbkuJhEymw7zUfpt1+41ZBrk2E5p4oY6JULt0I4cLXU5mA/aTVCUjJXs65onlisJWu5I032+W5iTq2qqoJcKIQkSAdJaedHB0dIVJglRsJ5l1dg4g/lJBplkkCnf7VUP5iLTRMclT953nDUoBepQ0SdDReqKGK1qsro+FcxQHxChOmqbVo58dah/V/hEM4SEKMNCYiUbeo3laJMWsleavO5yfHYbOg3wTkuEOkGSOiT/N9O3EgmRjcB2ng+XMRkyP0ivGHvaD91JwVsIV9lKQC+IkI0AmUqQdolpAjQa7S4vxwyKI0SBKjRLdWycwZImQspFpnuS6eBp2b1ed6fXvck0CVJEaDBwq5VG6wy5s9GYU1MlcpWbbKYGQ01FgKYJ6V5GiDLYsRhEoBc2dyliSntFlBZqctU0nXTiFJ92RCkJaQnRSnSZdUKA0uXjRcqxCz3IVq+xUlogS4leESEbCdKLHjhREKFyLiQ6wyjyI+NyNEGyqUNjNaUIlSYZZpxhxgMyVBRuL9ukrE3COewbFJmhEnS810pSMV8nP7qdgeZc62uSWcqFERfcHYr8TJKpQxmSsBRESG7rlhTtTg3ETu2b+c3SDhLZKyJkQxpCZCpGy4UUxeXB+RGgNFfq4PROu/hp9PIl/wy4AXgRyRPVpUFGhNqjV0RIhg+b84nJwRNHwMlFFZ5hf7FNvmohRH1juxgcnmS4pAiQJEL9zAQkSMYLReYfg0Adkq60kEQptcgpNcmP7AjHJI8hQzlgDTC7Izpb/Q3AdcCptMwRm2FemK+y3Et79U3ge8DbURk0CcvBHs2y/FSiXrtzeuV5SCJBnXTi6RURiqujOyFESff9I/BzemOxkr5Buzw0/+83j1zqGOsk2D5GLwnSzwEPuBd4aJfXgOVheFYKeqEImTFBOjh6EDVO0Bog1xoIrf+XLjKZHcuEqtGYR2F4kuHR8cAtJpd+v0u9LWhaQ5OiZhA7VCSPS5EikwxGyRBN8gNNhpmg7BL2om36i3Ch5ZowUoeZXeHoNQ/4j7CNjAwtL/Ryzq1vo+zVX0meEX052aNuCREsf5Wo3XN12tM4yQXW7rpJ5Knb+tHmLpPb41xmNlJkpmUzaiyROIvV7t0uBMnpLq91cJZZGDph/bZALRviJvo0YZ7/AuAe4JAUacnQHXYAHwcOAJ4yz2tpEiTjgQx3mB4nyAx+1sswdjKE2FatUR2epDowyV6M0880g0xFYoWUshN1jcl5yJrkDbVIjU3doMSM/98M/apXmYgfyg80yY9MUXAJA6h1cHWTIIaosgtGajDjxw89G/gDy68v4crHfFw+nSCNDfs34C/AIxY4LcsJCx1LZCog96MGrj0ceHXMOfONEeqEBLUjMu0IVK9VsCRCBMmkSO47GUWE1pDufc6XHC0cOryzzaAsRCa3ffikVtIQcBhhM7ybtCynVthC4EbUezqozXG2AiwjgqfoXhWqoyqBY7AToFH1v3Zx2UhQhAzNqtnmnSZ5J0y34zTJO01/io2ZCPlRatBMJGjaVIXy/lYJ+b/sYVanFFwjEj9Enfwql5F6LQye3kX0dw2YgKEq7JxQw7FVgYNR1DOLH1oILBYp0vewlZFRf2mHxexB1Qu3kzw/7v2mVYl+iHpHR3WZlgZKfZui9dnSfvtdwHeBv0eNEaSR1hVmvs9uOu+kqQvTChLyvDhCpO9pI0XmPn3uxjb3jcPyGv26A9YgM7EtY8230Kb56O0yU1xalrNEuxgYB74BzKFapXFI+oZrgFeiol3iXUrJ+C1KVp1BxXdpV5i/lnFBCUt53Q4GV4Xd4c1YHyAcA4iGrwhN6kk0AteYqQq5PqVJg6bf1d4JnGequ73udl/03WelVQ0G6nPRARkH/KWs1oWS6mKvNTLXf0PdOiE7hYcK4h5ahHstHtp1915MpSjuK6ZRkZYLIep0jKak99uOED0AfMI/7sqE42wTkOp3tR/wIQii97r5zv8f8HuU1+Fl/rY4opImCNp2bBLSutvSEsw0hMi2Xd4nqRdXp0HOMh2dwEPlkb3aHdgROmQJNpIhP9gDwDXAJuAhCdfplfRopsX2Oy3mY3SWO9laBRwBrJ7ndUqEfp5OUUApQruAJxASoQ0EapBJfDZE/y9s2Mno6Db2YjxQeEr+fGK6K7xJZvK4AQkq0gjW+rzosXmaNNFjCqWBK0jRDP2UqAfrCjNMlyoMlKbUq9MkqGQsDvSXYKgeEiFNihaDDP0fSq97FCqX7H6II0b3Ah8FnotysS9mS9W8l2yVm1hsQiTTMd94mrhYoySPwhjwGNQUOxK295BEiCpt0tYOJwB3Aaf4/7cjQmkCoNOgGwLVCw+NSYjM9CT13EoiRGnS1AnZvgbVsN4EPLKD85LRYcyQRpwCcwOqjfl/wL5trpc2qCyNOiQL8HwMmpQGOzl+uSMHPGOJ0+CgjNuLUC4xHSQ9FJ1DTJMgvawDNsyyat12RkvbGWMbo2xvCX7OG99MkiKtEGkS1M90RE3SLrAoCapHHF82hM4xRaC026xIwx+KUWlEsyUo6LgmOWeZ2NZfhv56a5+6WRbeXbYXit7uXspQHGQ++T4wgTKub6A7V0o7dEpn40hRp7ZpvuglMUyyyzZVI4ea0NSGNMSwV+Rxb+BN/u+48AFzW696gdmukfb4TuolG5k072sbg0iOD6ePcSzH9qKONK+xNyrsY3XM9W2ErvO7pETch32Mn4CjSfcRO3WNxXURbMdcO8VKITkrBbpq1z3IdFf6QUUItGtMk5+NBGSob8Mu1qzdwhjbGWU7a9kSdIsP3V31lgBoTYY0kZFuszxNStSDY4EWEgTFtk9luuaiUUOKGLnkaZT7KJTmWme3N2a0HyrBTL2VDC20QnQEu6MilIbY/APqLT+hy/M7SUMSTFeEvGccKZLH2vaZWAgS1Umu7JQQJSHJ3RN3TK+Qhgh1GvPTa7RzEZuIe3/mteTx+hhzrDi53/wdh7QdrHQanwQ8PsXxnaHDmKE0l3u0/7vT7oga3UTk95K8zABXAccCh/bwunsqCmLR/wtCVCU6OKJWhDYqt9ja0S2sQZGhNWyNKEPa5RVHhiQx0ZBjBAGR/U0c8uSpo6iQ/q3PMxWiPE1mtkzwP6+7lkedezBHnxy6IWV3/KaTB2cuJEJ6URdJVIc0GYLFcZntnjDfnM6LFeDp/u8kN0M3xCjpa8lrmPczK6F27rMp4IPASShHZxzibORy6TiyUISo0zR0irREaKnes3nfCeC/UROBHy62pyHfJkwiVCBKiuR1TbT7NjZRpFt1NJ3l7NJNNl+kjRlq5zIzY5ZAvXxZsJKMiQ1/Ah4EvsOeR4Y6aU3ZgulNaAXI/Ba6wORap9DwVaK+dbsCIrSWrcF6lG2MGW6yuEBoPVp0nVKE9EgiFFWRmtQpUaIRkKASjcANZiKPy+br76JZc/n1p2+NkCF9/bav0EG9gzoU6tAvJnHVI1LLbvYZIeoFklzt7SrlOGIVd91uEUeKzPv8GtgCfJ5kMtTuPhqdVDSd9kBrF8aQdG/bN7ERIn2fhYTZPDGJUBIJSpu2uO89X/flX/zr/R9RMiSvnyaNJhGqiP8hPoaoE4JqU7hko8UW8G32dosL+m5Fj5WhXlwrbUYySY88Rla6WH4n3fdIVCfnh7U5Pi0mUf7N4wh7Nixn2DKZ3JaGBOlz4wyY2G6bU2zMY3StdouFRGgtWxhlO6NsCyZXlWMFRdUeJyBCJiG64doJ8uUCD/v7sSBoWp8HoetMk6Mw5VFS5NDk8KcdgIPLIY8dbYlbagsZQ+QvchJXTSX1F9C0cmHaRbsbOnEhQdRudBKM2qu3a4vLkGmIi+E4EdXaP9ZyDdv12mEK+AEqaHjAcm8TnRCihQhQj3s/8/0unZ6fRIS6SYs85xbUMx0stnf7LvXYVgcnHJOmV2EcEYpzmXXjvZHvr1vLl/6+HaYwjaJjk31tDxF3rbRBZ0mtu24gCdST2ty7E3wT1XKbBp7co2suFbppNSQd40OrI1W1FIYnGeZBRn2X2JhPgHTMkAygrjBDqVmnWAvT1XT6qJdkn7ES0/TToMTEtMNn/vmvuC5c8btHUKcYKENuoByFcUQl6hGlSbvLNPHK5z2OOXNf/4hw3CLb+EUR6LihMmFAdV31KqvsChWhWfHGOwmkTgp/hD2RIKUJujWVi05dN52inQsCkkmR3p6mc0RaovRfqB5Uk6jBbJPuLa+9GGpM0vvqRCXqNr22c9rVY+28GybMZ6yjuvjPAW+z3LfTOq+P5B5YGknXtREf6QXohAwlKas2FUj/7n1+69JNllb60+pN2uskXSsN4phgN/7yXkmuj0UN3JUmA/YaaQLpbM/ZCQs3DYuNCOlrWcZVNuNoylCpTkemzBhmPEKIAmWoPk1l1xy5XUTLSn6OSrlGvVRjeqDMjE9KHJpQqfCkZw5RHHCCecX09Bo6iFr2RNNxRNpVpv4Pe6/pyKQi9WC7VKkSYbjJyEOurAhRod5KhvSbnE9o6HKJEFlaJLnWbYQIFpYUpWk0xHUS6TRY1jzHvP/Tgc+iYpBMJJGidvayF6pQp4Qo6b6d2Pd29ZRJfNK4y9rdSz9nCTUkSdxQH+1cj72GI9aaAEkipP+3hUaY1zDRT6sYIlWhNHFitm09jxlKS4C6yVzzJUDQXYawPX6awtRJevcFXtzB8b2AreC1MyQ2o6v9rXEypTxGbpPXsV07Bj4xKJYalGhERo9Wy1SwHp6YorCTcCRnnTS/u3quiZobjBrNAYc6RfAnWX3hP48B0PRVHwjVILW9GfkdkqDQpRaqP+rGYdf9Bo5BivJuU6UvQtiIusk0KdoVDaSeIayqO3EEpCFMu7c6lKYDh8yrSYTIPH4hEecu6yTAtZ3NSmocPhS4OOX5SaRoodANIUqL+ZyrkZYIdVJvtfModFoHJsW9JcFGcGxEqF/sNxvGacqQNJSdeCPmZ9G6VIY6Ob6TYMT5QFbYnb58iTQFYrk6HnrR7k/DtmUlIll7UnoSvoOxS5OIInWK1INRowNStMsnQhMoMqSZgr5O2f+/pFxmerRoTXyKfni0JjiOERsUVYbyEWUoTHLoBtPEqBSoQ8qpppe8O2fnkZIIifGHnF3RQGqbZic10E7anIvh0FjecC2/JQFaSkJksysmCWoXsN1OCbEhzhUn/49TkOXxywXLKV3tGv69VHaSSFGakJN2rjF9jHSF6UV3+ShYjuk0bkhaOF3mZKN8YUZeW+CmTprWSC9hKhkm0vrNu2khtDNSC4006U1rzOPUIJvqo7fLanY+MnGUjDgB0VBB0kUalPSkp1oRqgcHh2sHZktQLxWZpj+IHdJERV9bD7RYCi4SVYai8UJyzCJNhEJ3mYxSyvv/K2VIvALzdZqLdpXVfVLkv8U4TQ7ic54tFy+H6mFpEBeLmESAllIhMmEjI7LMmelsV8EmKbfm89lIke34xcpdab9BGuW/m3vbkMbmp60X5pu/uq1/0hKzQsIi3WTSXZbrIB36vLh3Hae0xXkz0pHNRSjVssW1kPew+dLlS2j3QnrZZu5VvJHGJCoI+yDLvoV6r7YMlUZeTQpuk2ygEN1s/Nb6iqnGbL5njpmtsJ8caV+6nPz5vmaHYHJVmXGGGWcvPy6oKU6RMT11TDUoPC6qCjlCDYquXYMQ1X3yVsdp0jqDiSRAJfEMvqus4Kg+GjqQ2uRQcV8kjVd9z1KGbCTIVIQQ/+v9S0F4JOIIhi1Gz9xvXkPCRqEhtNNpXSg2tUjf70HgblonWV0OVDxNCUmLNOc9iJpLayRmv/l+lzrf2QhRO1XIEdv1vn46I0AmciSTol64NFuvmCGALBi9eNm9IlgfQ9WmZxGd822hjUucQmQLMNX6RVyPC11AEqCJUDMPeTndhT+ic7OPFz+9RqEJ139eEQYgGnMzBLMDML6qyjjDTDLINP00cQI3FkTJjBxoUSUjVIDMsYjkeEa2yWGLgQblxw81m+Q0B2xGDg4JkFCF9HMU/J5l/f58Zeabs+mfZjUX1zdjoZsmywM290ScTmYSj6V2lzmW351W4HHpszUa5TWTGo0yZyWpRW/xt7+G6NjmcWnqJjcuB8LaDnOoue9yqOleJGzveaGfJ45UdAIzXkgu0mVmECHHWCclL5LMHKnqjh5gkXJTXCFbiAgGWVDjZN+4IEUTy4UQPRy4CVg7z+tA50bEJsWbUmQnc6xLH7KRLH9punma+ei0FnVKuH0lDnt4gUK9jrMKaBAJnPYGYHqgj8nSoK8IDTNNhQZFijRwyUcm2ZDjAunBFdX2cETqpn+O7k5vuseiT2YqQ03V5V+79fQpmvSYr0UTIn+/40ClHr7ZfnGorV1ua6fr42awV6u7P5JctwVjn3yDCx0I3CnSKBpJMUcmbC6uOFuV9l3oazwJuI7kybolus2Zy50Q5VAdaOZQXdrjBmFdChJk7pNpkPnfVIX0NpsqpF1kggg5xmnmrWQyZBa3EqIkMp2UR9PlqyXKSWbEw2IK9+1ImS1YeKmrjyf6i8Rip0m+B1uunec3FJdrunnqpXCQRD2SdCNX4sKPrWaYcabr0xRrc8HpjXIf06UKk1SZZJBx9mKSamT2eXNKjajbzI2MN6SPtU3lEYeoq0wN9ZiXqpAtZsimEIkxh2ZqKpB6ltBlJt++TR1aSaGuCwtJhOIUS2hVOk13WS/VofmQrCRC1M49FpeOduXWvK6Zw2xq0Tn+EoekxieszFxqq8dyqLGakp5Hfqtex5128h47iSdNihUSz2DyJYi/ha16idjLHGH/2qRn6C5eKClpCwDToKRpkXSLzl7CwmOxCd98YXMb2BQ3/XuexkvyKhdcVypCuk9ZiRkqTDIIQKNUJF8KR46uU2zpgD+NCiwKVBoaEXKjnlTpP2FPs9Y4IX2c6WKzQU8GqwK9GxTqKGXIJELRRFhJUc5R3ezdXaEqFPdF9D6zaiqghvuUrrHl3JbuHWxEKElJWQnqUBzi0pk2GDYuNtBmr9vlnrjOK5AcrySxmKSonV3utLFne48mibW9H1vsVzd1RtI7m4/q1y5WyFBubIfFZSFbQKR1v44jgnQ94PTJyyaAut0tTXmuG9geNqlQxl1jpRGWTo3Ft4Gfo8Y9ipOwzXgFfY+dwPtRQdxn+ts6MRRXoXxF/xbdrElCLVwatRL1VcVg5J4ZKszQzySD6EES1W83cGVNi2M0EdKurUG0GyycbkO7yyTBUfsbfoxQNE5IRi+ZMOc8K1KnVG9Q2TXX6iIzYSrPJf94PT2HC65L0GNOzlWW1qZUUIRI32JWrHdv2IiQpIQyaLgbdWih0Inq1EkArkmd017Tti8pbkjvT7q/TEOcIvI54H+AtxKNPUqD+4HXo0IM3mC5pw1y37uA7cA7IOJcl+ikzoj7Lu3eddL109r/pGvIfB2X7wqWtRkrBIF7TCrcaZQhbaziqjTXPFhulMSze1UoLmmLBLMA9IIUmYiTdNthObrKeoEZlO+60cE5+rs0UL0iJmkNME2DCazuCtdYajBX05E3JX/2sQoPMgxAnSIVZgKXlO4aX6fIlE+CJhkMCEo/00GvriJFipQo+s8f3zOsdXb6UlOxkbxrIUOOcKW5alyhUh1yNdQ4SFodsvUqkzBbUWU1eGS/Pqcexv+oZ4u+zSRqqr+Yy0KN0rHcoPOaSYLkfpPkrGR1aLGRRIrSvLc04f+TKLm0G9urC9w2yz3SYAuqpMwST4Y0TDXI5k6USAqeTpvGNMfZLIFNoUpDiDRMtVCSIrE5SRmSt7ZFXpiI7GsXP2RDujpqEclQIea3/N8kIWkeIk2hA/uHtx23O+PpwOmEEzCaSMoO+6J6iZRRRsZ03CRVsf3AS1Eahe4TPxueXjOXglB6VK8wpdw4TFNR3dUJZ6jXZEi70eq+8Sr5pKdEgwYlmsxE4pBAxwG5OE07SynWZsm74DRRvcLkIwevaw7P/x0cI8dCkmMiQTIh0tcVrrOCGInfcaHQDHOrjRDJhtaM2C6F5d2fFMURoTjDn1SBL5Y61EmltJhIUznGudrijm0X8FoAXgecR2gz4mQDW/r2Bz7e5lxbU0Jv/3d/mxxNWT5jO8jj4p41SSbR6MZjYR4fl96k/G/+b3OR0fq/bXOSOpTmdbbwROku02k1854tkCDdbRYJmkl2euu4zCCvlbXg2iNH/Bw3aaANS5+/Nrs72qpX3WoYJAyyE9AkQZKiKWjUi0yWBqkyGLi4Zuin6Acma2jnVYNioCKF7rHJIFaowjQNipGYIe0uc5rNQNEBgkESnaav7sjgZ5PI+JfLmY3cpv8sWhmS1zAXaCFAlKL3C3K67zZzhAEp+MdoEyBJEER7kkmbtNIcw93Bppe1M/z6vMUyj3HkwGTdZq3RjlTY3H+2Y+L2yfPiwhtsUWw2VSSpMRwXiO0Cq8Q10vhRZDoHiRYy856282Uzw9wnkeSaMRvg7eKFTLRjCEn74p4r6Vrt0mTut6hBST3IkshQp7d3bRuhF4RoiZoe0hzH7U9qYZjHpiFYZqGN81Pb/l8smJk3TS7pRkJO2yK2uQtNmBEsZsEv0Dpnjb6vB27OogzB5Pgg02srjPvuMe3+KvojUZvKUMMPsm74qlA/04CK96kwHXTPb1WGXPJuk2JtrlX9MYOfbWRIXaT19cjz9XPJa8WpQ9poNP214K4FwMmD6/iKkHjVmiBJL55UhVwUldW/9W12XzIkA/u7aVkvVePKRh6SKvOkeCfb/l7DVEBM9SSNS8imGKVRmmxoZw+TVJNelYY0dlMfJ5HU6E+TtiQilHTtJOXTFidE/DYb6YkjQvL/OFLkYq9aAneZRBIhao9FIkO6vSrXcbc3H0b/n0Ydkv9LmIUs6QUtp+phsaVy2/3MdyULh+mQ0cfK60giJKVW/35uodVVNgVzUxXGh4ehBA1Kguq0kqEmjk+GFBHSsUQOzYAIaVWo7s9RJnuK5d051etLkxRNZGpirbcj1mYBl6FG+nitDsnrpiFELmHvMhflnUQpUAX//oUSeP5v1zFUI//aWhUyl93fVdaOCKUlCQtJJjpxU8jttm3tCFG7dNiOs11T36tb22T6SOT1bTa62wafDZ0Sobj7JikQ7VxjadHpc7dTupLOM79nu2/rtNlP1NikPc28rfl/nEAaIE6lS/ctFqmmjSNCSYqEPkY/lE0rs1Xc5nbbR+40bqhXhXEh0EtjEYd2MV5xhUh+836xCEjVRZAhxnNMlIdpDueZLA9SzKs4IU2GICQ9cpTqvE+A1HqGaSoMMhkhRJG5z5rNcCwgqeSkIUOIx40jRFIRMq9lEqK8WDsEBChyT5fQhQbkSuoaBTdUjRz9LpvR06U6pGONdm9Xma2CWCIxPBXaKdadnJvGNdMpYbQRojh0apekDbG16ueTU9vF0HRChNqhbY2dgG6fMQ0RsqXHRsTlbykwJLEbJ7rJdhvbqTJZcY4FmfyWLGWqQzYRZVkpQyb5sSlDccTEQc1x82PgJMLA3ySmF/dIJgNO84I6kVzb+e7TYDGIjQ2dtH7Nb6e/Z4Gw47dZoCrGcUbskK68XRQRmgLGAcpMTZXB8VQN7zTpc5rknSZ5x8VxfHXIDRlIqdyAEhRp0O9HEdV9EuQKF1mUEKGIyi5C8iJ/t1NzpJvMLJv6nJrx23S/6X1mFjCk5loDrtgGp1XhEH1fX0WSqhFlAkKkyQ+oL9Mv1kma68pGp7ETEvNp1f8N+ApwLrDasj+OtMiKKSkdtq9lxueY58Y9vxlHlXRN/X+7BqWEzZ7ZGkymS8msxOR15qOY6Pt3sl8iqWJN6xqzQd4z7rnjYMvnafN+OykmCZZvbzYMAfpqsO0KGD4Nqoe07k8jRsl9sVxT5k8bIWqPBSZDmvzYZrK1qTimvxjgJ6jJ7m4iHIU5jflOcpe1e/NJWGj3mlnwOz0nLdJkfNPgxal68pvqatbcLhUi4WeOU4a2+b8dwPF7DzgF5hyYc2BWEg+xbgzvIj/WpJivU6FCncmgt5me+DUyqrTbVEHSWrXZJRapDuk0QmwQtdUYSKKj1SHX+G0jWLZPmof/2Qk/acDPdsCVGwndaSX/enn/bes0CYVIfhnpzNy91aG4cmHL1+2OS4MvA/cB3wX+MeaYpLggx3JcO9hIUKcxJu2uKdNsNijnm4M6IRlp0U7t6ZUaZL6bpOvHIY39bvce0hChuHyXltzKtLSBzsZT/wPTP4Haz+CgK7tjHCZhsqpDJlnu3M26wGQoiQjJCtUkRjKS/9koQvQ4lMU33TJpICv+NBKviTQZexK4AXgM859UrtscMx9VKY4omoVEfj9ozXSm2mcjQ3pSCf9YSYY0EXKjh0Rubw7mpZcqzDkVpst1KqsUEZqhEhChhr+WyLtzgVrz5f9RGtYZhxMSIk0mav4J0l0m0xRc0NgmCZRJjExyJAmXeV3/9W5aDTfOwjNWE0o7+nqOfz0HcnW/5DlQ0IROQN9qVqz3PJgNMVuTtVO8EPhf4Kkpjk0iRd0greINsAP4FnAGUBXp6ZT82e7Z7hls9ti8pu0aSYQgbVyU7dhu3rlMoy1dad6jTRGLu54Nv/SPfZjleknPG6f22WButz1Xwuz0A5ugcSOMPCP+GH2buGSYPCe2quucAJlJWCDoSk9XgGalmKQQIbaPAAegXDA6HNQmvbaDWQD/CFyJMlqPSPNAbfAt1KinNeC0HlyvG3SaCTqVReOUPVnzSyIYR4B13hCFSJIhxNqEvl3ZsrhAOUetXKG+asonQlNBbzM3EtADDn68UA2mJ+DfPw9NF874V+zKkI0I2dIH7KzDWd+AI8bg0hPFM5oKkxlDZFOK8v62EgwNwLtGxTaTUAmDkcujAsM1DEIkMcvuHEytYRJ183fcPhvBjztnA2psHF3hJGUYaY/ioA38L1EjwL8UeELMsTZyFXfM5cCdKH/0C8T+OIXKvKaM6enGrWjaY3MfREmBrfWf9j4SvSBCNnQTJtGJ6mXmpwbwPdQksA8zjm2ngMl9Ot014JPAOpLnlTPR5tt7Q7DuXencYXGwKUORLGCqQzJtUjxJd5sew0aEpHvEVklCvBtGm+pJ1LQQ0J0UJo+5zz/vXuCo1E8Wj0cD3wce1YNrzQfzUYjSuBHNe8VVLCZhkt9exAzJjF5D2eaa2Ib4rY+VBKgqFgc/5qjMzK5+6gOtXekjXeppBnOHVZpw/hNhYA5FhCaIxgvJgOQU9dvkLpicgVu3+NeS59nUInObeZ+8/7wlomNmmsHZOlbIIQjELjih20ySI60IzQJD/rbdjxDFERdTmbblV3l+klvfBlnRxcX5dFKh3+Gf8zfg71Mcn4RZ4BRUY/AJ2L+6+ZxJ7pRuCJF8/jhbE/fe0hKIxSJC7ZDkPosjfO2QA46nlVCmJULymAJqwp4asJVW70s7omfZL+21qXZ3Q4jMc2Nfk8kJ0ueXBSBDkvTIHkRmRWgjQnGq0SwhCYIoIbIhzcM/GjgYGE15fDvsAzy/B9cBFTC+Cji6y/NtuTAOSdqkbXs7ImseF0d+xTw2+nY6yFjn4zRkyNkOd38cjn8uVDcEcUf1WonmQL5loEU95YbqmVYPg6Wn4PzjUdMRTaCymK03mY2oyEf2sQ/w1eNgyCEkQ+Z5UgWyEaUw0epZB8Qi35vZ803HD5X8Z/NVokHAcfxtFuz+LrMkIoRlXxwRsuV1E7YM0k3lq7/GGSgFez3hl+oWs8DewD/5/+tpJzTM5zVJi/n/11F29OSY+9kq005yma1CM2vEdpVeJ0Qojty1S0MazKDcqH8PjHV4ronH0mpQNDp5v7o59DxCl6m+no34mmEgHi0qfxzpiduX9jXGEqI4dSg9ekyGbAQozl0mf9v+t10boubarEHSRNHLY4ZpPzdCO5jMvBNlxYZJ4Aco+fPoeaUsPSkyJeu4lkDSdrOiaEOCdPLka5oimp/jCIdWQMrA1k/Dzhvgugdhn/eoa9Sg6aqZ7PWYQq5BiPSs8pGgaU2CJojGDElXVDt1SD9PHtY52F1T8txmzHZ5PYdQERr11yVxjlawpoj2hNNd9P3A6hxQ0emzECJ9+0l2B0IkK8c4xTKuMQat+bkThUi3TG32yFSLOlFU1hJmmPkQIlnGJQW2ESLbe5FkaBz4IspePc44V6OdApQmvfLenXoE0hChuLiadkjzTPJ+3wP+jDI0L7Af3vY6Zv3XbdpNDBKtZztU+3RjMUnBaafupPmcbRWiTtTD6GV7hALhlAt6qdDqJtP/m/uEUqADZCF8wbUhsUGvZQFul0Hi3ny3r0BmGg0pI3d77UHgBELHxWKhHSGyuRskyfFQExqmIEHQGgRtKkEyWWYypCtozT/C3A447MWROcDmatFg6XBSVjVpax6XYm0uJA67iJIiSYZsI1GDPbZHPpM55lDeOL4dDy8R9hQbQImFQ/5ajkGk0zjgp1mvy7QSo12KEBUccKbAiUnD7kOINJLIOm1+k/C/+VtD2gG5zczQpv1IC23/uiED5n11GIIZOWYryyaBLKHmOxwhOua5hNlg1Of2ArJG7KQSNAnhYuFEVOnaZNkXlzfSpK+TY5Ngi7Ex87I+JuYbzlf96Zn3sjOlqEdkKI4IaaZpqkX6WL+CNANhpWKg3SfjwNQQIQHSi+m76IQUSfKi/+/2S7QjQGkKv07rExOPao+dwBXA4ShD1UkL6j9Rrbx/odXxa2sVg4o9+CzweuAfaKsGBd/4TzD5csifD+Wz7QWnXQ511sERF4cDEQbuNnWiSYj0UqIRxAsFBMhcdhEbRO25RKa+cPxxfgISVCYkP7aBFWOfx1+XxbqKIkAjKHFgSFxfBlH77r4IsdOLJGm7oJCHkbz/nE177tzRJqnLGzbyLtcyf9LmN5b/bUQLWlvUpkKE5f922+PIltkg7MTXYJIBTYRmxHXjGjYmOXqSv9ZkaIb496OfRxbwLcCbUcrSeTHnmM9XQAURvwJVCC5DFQgbIZLbXOCbwP+HCms4wXKfONwNfBBlU09Mcbzte4wQKkKd5gO5r1fkR0KyGKm+JTEal0ieT1KGbNtl9WK7bE+Qjnj3gAxJcjNElPiY/4teRLpSrBINhpVkSFZuZVRnralRsUO3ZnThli2lNJnGVHH0/+0ymNnis23vpuVjk9u7wbifjtvEtjSEyEMF0nkoQ1M29puBaRq6hrcpQzFEqAw0/whOEWavayVDiOSaBUqWT8c4ThzbbOaDpMnhFov+tB5W0qCJkHaX1cDbpYjPTA1mfRIkqyD9JvrzSnHpL6OIllnQzeeTxEjv83uNgb8uoYrRqL+MELrK5HvSpE2qWlLlKon//d85R12uoEmf8VphpRMim3qTVg2ykaAkpckGaV+SFKF2sDWyJBHqRCWC1owpG5WaEEFUJWoX92mqRkmEyCzQ96Dsza/ozHXkoFQWj2hhkhW5TaWSQ713YmPv8q99M6FLsFt0atuTXHu9IEamN8CmECWlxdjdja7gWn6banyK23eLeZIhTYQ06ZHkxyRI/oznkvRUiSdDGtr1oevle4DaCKrS1q0YszdEJ6GgScekfes2EiT93N0iLaEyn2E/4EXgT3Iaol0O7QPeiDIuHq0EE1pr9gJwFvAsosF3lluby6qnweqNUD1U8ag0ZEhey6YiBktOHK5dZM3ARVZq1sM4GxsR2g7eBMzUVc+waaL025ak/qZaKnXoL6GClS0o+Nt1D6+cQxjwDKF7rIxShLQqtMZfNBkyy0mdkPzotXSdTfjXnPKfsazuPeSAs0uRIlsVvzJdZknkpVNC1M5llpQGWV5M8qLRTfyQjQilIUSmKoQ4N+l8SZLiYkDN5zAJkb7/jDjOQQ1H8CZUQLF5TtI76UMp0pIMxbnM5P+nooK99Tlpc/fxfhr3S3l8L9DOxbnQ0AZVkyM5BqBUjvyGb5zNTnsr87e5LfG68wuinkdNLYmQjRDp7T4JksRn2PjfXMvKzSRDLnBPAdy1hNWTHn1OLp2a7zTSpC6YZsvG5n9u69+xXKtbmPcGNV5EN/eVxsc0TPr6/YQGzRHb4iQQsVmTmDKwVw6Gj26VTc0kmmu93zb4ogE9j1nen5BDu8iKtdno1BuGq8ybgB0TsLOpyMCMWKyqEGGJmAH660TH+DGOd/KCFDmKPOXkM+jeY6tQ5EcTofXgjcL0QB/1UjG4bqneoFibozCCIjpTxnoC1VOuSkiKtGKUh0rJV7WmoNBsrY52stK63cseL92qQmncZSZMl4xUrvX+OPXaRrHjIMt6WkJkI0L6Wp3YTVkadONXutUk2ZG5xqay6fsN09qwtaXXfCfSWMzSajzi1CGJNN4AULLtgSmOS0LaeilJCbId16vmivnebHnF7E1G9Ni2pMU4zfaJbLa/k+t2gS7JkCQ7Q4QESP7vBwBXiZIf2/9SHZKeGf3wU0TJUA24v0IYtCdbLfNFGlKkYbrYwC5vxBXguOO7RdpCre+bdK9ZsdbGMind0sFiK0RidxnVwBpD5QV9quxab1PV0yhEQTI88vlQEYpO59qkJOOFLG6yHROwpRmObKXJgFndSEeBpohaE7W1iYMqtRmSjn7AdVDzig0QJUJaEVoLrIfaehgfWMUkgzQIyVC+1KRYqlNZNUNl7TSDE7PkJMHb7l9P/7/DXw+gCNFOKJRhtASFCUXmZPcG7ZCQA1wsbySpOSbJMSvpuHPk9aB15F3P+F+fZzbUJJIqMxtxMc81FSa5zWw9SLedrNCkMtQJZsWic7K8nxmMrffZnlmmWadP5zwN+TvJpSP/N1370k7Lb2FrUErY0mwjCp0izTlpidF8IfObtOH6HZr/y/xdINLFvpNqzHZsHBmSv1PfI9276oIMmURoRPw/6q9zIekZJkqAzHWcKgQh8ZFkSG4fH0UVuJ2EjozFFPTNmCMJKdfKY9uhl4qRvL+ESdzi7iUNgKTwpjG13c+oUCRxGUYRoXW0kiG9OMZlbITIVJpMtxkIAuSKmKE6OZ2HdKyNIEQ7J2BHU/GFHYRESLuLZC6TRKhf7JNRFRjH6nVQVbn+23SI9hzT8UG+IlRbD1sGVrOdsYAMhYNIqlioCtNU8tP0j0wzODLF4MgU5Qn/OnoMpR3+9TVBGvB/D6hlqAT9OxUp0s+mq7p+VgohkvmznQqURi2CxGkHIvtlhSIVC7nEEQEJ8zgTSWqQLLum7bE1muZjb2xB1yakjbSpZ/r+M0R70vaLc7D8Nv+XpKdTQiSvZSpv5jbb/4uBxSJG8tq2lqm53zC8SdnJVl2a+83fNjLUAi/m5HTogAwVUHNvbQdeDuyFstaaDI2oY6T6M4adFOnfNmVIpkhXjFNE62G9rYYfP6SrK+3WaWdEeok42dksoF2KcB1DF/Yk4mVz6cVlHH1M3FQo8pouipRWsKpDMl+so5UMaRVQf1uIt6t6n6kOBfnIDQiQhlSIcIn2xPIJkbdLTaWhiZAmQ3FxM7qqkc7aQcIvYLaH5VpvD6rtEqEqpIOmffeYtwa2D4ywlbVsZ5RJBqn704zIZ6swTYVp+pmhwjSDA5MMDkwyPDrOwNCcehitEGlC5JMgqRQVBmBtCfonoFRXfXUGgScTT4OXFxzUpKm3AW8nSkPj3GAmAWpHftrdX78p6YaSLiRbhUvCNpvLOgk2wmW7XhwZ6wRx9yoYa1nYbWTOVHigldia19bHmqpGt4RIwiRCNu9At0hDuJLQqwZzHEwiJO+rF1P5FOXGxs/bVYNxRMi2jkUdFfu6Dvh/7Q4O0EENPQjcQvjx1xA2XYfCFr9cxognQnpd9aBcp1BuUCrXyfsDnzTdPK6bpzZVgalytAxJMnRHxU+DjuzQBmepIhySvniSkmSiXSFNQtoCmtYotKPkMjZAxw9IppILSa8kQjYyFAyjQNRtBtFXJrdbAvD7yg1k4LSpEAVESBNu3202Uw/dYnpJ26NK5jitnZmRIo7YJ99kQfccGyAsVtpFth62jKxiC2vZwhq2M8Y4w9TV0JHBNYoBPaozyJQiQ0wyyCTjpWGG148zuHaSoZFZ9VB+0Q3GL9pBSIy2q3c5VIKZcbhtUvX3OZcgCnCZox+4FvXGp1AjLtvcYB0QoDiPjbUxqoM59fWlq8GsSDTiKkLzOHmz+TT6bPE4872ehL6eDLTWx8WRIbA/q83xLGE2Ak3SI7+BjRDF3RdaiZAkbvL6aTFfd9pCN/TNhqypcJo2HsvvNu4yWxUYJ26mIkFSFRoHbkQZ+VclnRRBB2RoBHgd6iUcQagKVVrJj7mWi0+E+oZ3UalOUyw3qOSnKdIIAlwB3FKeBiXqq4pM7RpkyhkDN9dKhqaAbWuIqkP6Yy2HkM+07jEbOiVE3RTMtHFGScfIykRWAC6QC4nKmGUZpjUerIrKz+MkEyJ5S2OsqrwTdqGXCpEmRUH5bvqLrw7N1ELH66S/dAIzx5nt4ArhG9ft3f4yighVUUVKxgqth51rC2xhDVtZw1bWsoW1jDPs0x41/5omeiX/mbVCNMgkVZ8QDTPOXvlxqmsm2Wt0nKHts+peWwh7ra3y0zFAMBfa2jJ8KAfeFKyeWynKUD/wPlQmOpCuCJCZ5+KspfzIUsEmR+hglK5m6SpLQ0BsNqQdeZCKSBxM1aYXlayZVk1ibO4zGyGyvWTzeuY2eZxJiKCVANkIkTwO43xoJULm9dvZ+aR3246EJaHXxEg/h/mezGMiGZ1Wwi7OadfGTtrXtvrTcXpSWRsB3oUScNKjAzI0hOoCOUKECMVVcOb/w8DwLIXqDIPDkyqugWkqzFDy27jaoIMaLK9BkWkqVAZmyG9oMuGui7bmtYownkP1LpuxLIuNtK+0U80wCTZfdjeEKI58tZPRzdpCX8/PjMPY84kkQ/rWmuBqJWmc8FvrW8hGiN5mkKFSuR5MxNGiCulHMZcmzDRbe451CrM/jKx2ZdvKwR+HXStCWqURAdOza2BLfm1Agrawlq2s4UGGmaFCnXCkbRsZ6mfGJ0IPMs5ejPMgg0wxnn+Q4TXjjK3azsDAXBg75LvJKPkJ9Eeufkwe2AnTE9C/q4uXsuioAH/n/7apQQkEKIkExRVZSYQQ6+CCmhCZPV9lWW2X29IqyvpatmN1jpQPZ1Zo86lgZW6XA+2aUlrcPSTBsHXNB3tPQRvMd5GGEGH8386VqbcnqURp3+dSxCB1A6lsSkJvFhRjvjK97lW1ZyVCGsdatiWjQ2VIxwYJRWgM5e4Ys/wOKrxZysOTDK6aCmR7ZainA1m/FJAhVVnp4NBpKowzTL7k0tyQZ8pdHVaYU4QulXuGUDXIDOEYRN1WZ50groUSt99suSRZ1yR005rUaCcL29JhZjh5rlSCtKHzexhqVWgYu/t0bJa+coO806Tp5plz88otOkV47jitcUTmEiFDsxTLDUo0IkRITskBWCdJtUV3dAN9vuxfo82HbI/3lyCnu8/LxSdEW1eNsIU1bGEtm1nPZvZmq68MqbghOxkqUaef6cBdNswww4wz7q+1XjRTqjC673bGBqbIaTIk4/f0eEd+PFPFjyNa/pCuGZ3fUxKgTsmQJEKSW9T0PXXZkM5SvUgilFalbVduk8y6VMbk/c1zu7GbUrWRg+zq63YiEZil0EynqU/agqrTxAxh+d9MUxJZ0ucnuc6Svmvcsy8HSFVIunnNd2tLr7Z+ljI378eTvTaT3l9nsXBdkqFKNBhWk6B1RAnROo/y2IMBCRrmQSp+S3WQyaAFW6SO7Pasf9UpMU2/P1Bek+aAg7shT602EhKicQQxWkMrEVqoMXRNX7vZ+pmPQpT08eZL7sw0ylZhkjok721KqboFJw2sXxB0PpGEKPjtUajOUKlOR2LF6tWiihUrC1Kkv3UKQtRXbpDPh/nJDKK2wg1Xs2LpFmbUlE6yfkO6T+aQdE8J1xjrYef6gq8ErfVdZMpNtpn1VjIEBCqrJkO6vGkSpAnRqCZDWkMa2cbYwHYGnLmQBEHrfGuOPx7SsocmQx0QoDgSlIYM6bWsE4OiJB2jNnVIXgTa5zyzjMpKXp9vJl7aGV0+5cOYMSJp0iHPNQdgNOOE9HHSxmjb0S+2adsi0zaLsusm5HXSpNG0b0m2rhPENXDl9rREdznCRioh+h415PeWzcH5dEaA1mErzO/WGfGxoQOzprvNV6Ldo/W6hRDNsmrddkZL24N4BU2CQmVoJmK8dUWlHRoNSspNxgyOJkmr8ty9ocTc1EBIgoLFdJe5LIy7zCysNhle/4b2r3m+KlDSebZYg6T0/BG4Hngard37ZFpk5vs5cC9qniBR3Tu09hqsIhScuoobK6nvD+Dm8xRLDRynybTTZK5cgXJOESFNiqb8W5uqkP9/3mn6+cmNqEItRChvXIfWYj5fmFWBJkKDwOAAVhLEGvDWa/fYmkAZ0urQFtawvTnG5Pggs7Ui1MIgahyXvnIjEo83KGKG9DLJIKNsC8hQgyKNUom1+21hqDTbOlWIVoccEDHbyxjizbcjOr1WhWTm0Xk1IEC6p6WpbCSpDzY7YqocMufGqT3yepIMmeRAEjdXrE2Y5Ec6fyURMkmHvK5+L3Jsd9OWFoxz5f1/BvwvqvfQaksabfg28HvglcQHp3eKpSJEi0mypLop7yvrVzMtsod3p4SoHQGKu2fctmR0qAwVWnuNSSIUEKIaI+u2sza/JWKAJSmKusmiwdNA0C9mksGwotSK0doi908dALVclAwFvctMd9l8/eBxkIU9DQlKE8ej5wcrtjuwDeb8dbvgSxPf9/f/iTDmQsIsfLPAj1E15F2od++/CyOOJ0JeHMj1zZLbei+lfYeEiqO0QT331jQwR4VgPjvZ4tY2p+n6nXccnwyp53NEDJpGM1LLE72mk56+poG+lqwq9HCkoyWoaI/zWiJxQuyneo8pt5hlmdib2v0jrfFUAE6BuXKBqfIAlGFHNXRRD/Mge/llcZTtgTJU90PN65Ro5vPU129ntTMVvggdQ5QX/68EiLzWluTYCFHc8RKmsOMSjpjv+uvAXSaVIakdamJkUz/MhJjbTPJjszE2u1QRv6USJBs5ZmvbdP/o9M+hiIiMDzLtoRl7YxKtXf5vm3Jreyad1v/2z/k/1DQbaWzs1X7a7iIcUTopmFrvm0MVuhHa1ydJhEgXWF2g0pAxmb7FJEBx7kUzP6YllJ1Y1k5Fgvm5HDtIWaE19kMvEWUoJEJr2MoY26xkyAyeLuqZIn00fBeZJk6h+8yhTomZDRUmauuirjJdMdyvB2OURKhXMyzZfO59hLEB0Gp80kCn7WrURIDPRPXa66bV4gH/jqq13kRnAdXPQbWajsY+xbqt5flM1CA1+7Ye7lgWncpL3s3k9d+DN72QVU9/gjU1eafJnOOCU7Beg7k5eMcT1Sf4yA8jaXaDTvVOQKTBn8leqh15ggq/4P/s5MvFQVdzBfxAaZQiNJL33WPGNBvsTeAe28x6XxUK3WSb2Zutu9ZQu2dEzdE3TjSWSt9UP1sVqBaoVUeoje3F5FiVyVVKJ5qmEgzcqBoeJVxBSVkDq5kKr1cS17Zli+WGuIE4kxSfdmsbbC4yTYDK5j6dI0xlSLoTZOVjU4ck4oKk5fHSFmmbpWd3tzW4bAHDthgZfe1PA79EKTNPINoFPk7VMcnQFMru9AOXin22e+ttevsLgT8AxxHae1sjVF7nrcBfgYeK402Xj+kaKgBXAr8DzgAeZUmXhEyDfAdzwL+hbPSFpJ9gNu4eLpGRnxcUkoyZ6bMVqIW4dxxsbubO6s70qbaNIySXMWDMY9XYOKP5bYyynTHUepTtQau0GrjKpoJ4oVJCT7JpKuRp4pKnTpE6RabpZ7I0yPS6CrPjQ9G4oaCX2T60BlH3Kn5IEiEX+E9Ua+E1zN81tgrV0ikmHNMOLqEypJGWEI2gJiTU52A5z0zXauAhpFLgZKjEPgcz1/hf5tZu8L+zum6jWaJRK1KvlZid6oepQqsCqAnAHNBXgD4PmmrohUathLvKnIBDkWhNvQO1Q1eY/v+fK8LHGnAOSpzq1sGqqx45XnswfJDuMSZdY74iNLu3dI9F3WRb62uZumM13EErGTJjVQIy5C/jOWrjI9w/NsjU2CDTA0qbjY7NbbAckxDZyOhyhXbHSnUIy5qY7Wltu0mGTDeZVoemIFSHbOVaEqI0N07aL1UIx/jdQA2Rsgb4sLFfIq4cm9c+DPgNilhsaJNPCvb3RZ1QO91INO7TpiLJ9JVQRGgn4VgzkoQ5lmc5yF9sbsak3/v4zzpGK2GxfYs4e+sQJTBx5CdNnNPPgF8Dp6De3UJA3i9OlZLHLHYvbhsR6hzpzdow8cqQvxSGJxkujUekeEmKpDqk3WQVZlQvmHojuFXTyVPPK2VoisGwkqTEDJVgaYwWuWdDP4wXopVkDeVCq2lCJF/WfBQibQB0YZPD6nkkj4GBcV9Tnsb//wnA4yzHd5LGAvAvCffvVveIyy7mdiPdNgNYAza9EO/M5zJVbjCzvUnecWm6jupVViu2kiBJhjTKffCG76m82chBDebcvCJU+WJAoBvBogiRV4acJkEDhOShCIVGOPbhvV29Jz8miFYitGYEcpoISdeYv2xetdqPC1obrLf6gy1O3LNWkSC9jBMdiwmiZEj25NPHThWYmlpNfV2J+mg0+NpEnib5NS57OTUVNL0SFCGNOBetRhwZSvptQ1zelt/B6i5LupiszG3qUJxSIxNsU7AdFPHIoaTUtbQNNLdBPpvzOrXovBb3vjVM0uiiYt5mrlMxn9v7/OeTMwKajVo59ZJ+Z9oWDxHa1nYfUh9nEqI4bELZZ40kO5q0793+/fQ7t7mizP+J+a1Jldn4XSjY6qQkF+N80KmgYFM1e3e3EMPtllmGR8dbAjVDdUi5y6Q6VNlVo7zLT7f0kjlzUJqlNjBFZWCGIg2aOEz78Q11oRpNrhtkYnydXTm4o4Ji86Zs1g0hkkGHcvyMEeD9KCUnKUNKZcbWwrH56NNCfkaT8NhkY9PApnkXaQ2GAbOy0L0A9WVqKsZlTqaiJo7Ty7jYrh9JuyHIhV7KGjBVZnqqn+lVPmn2A/G1qjhDhemBPjW+zgDhXGBD8Ia94cX3wn3TaiIHgK10llvkVMXBqFx5pQjlTAK0L4Eq9MCaqnCJrQ/WW1jL1i1r4Z5clAxto1Upg7Ay0qrQsL/oY6dgtjbE/bUizX3Uh5CqkA40Dzo0jGxnOD9FQYc4rATIijnOVWYiiSDZID0sem0WXU2ENGoQX1HaWv9xlbiGzR2mf5sxPPr/6/1E9YX5RL4jm0pm/o4QIvFbqpEmIZK2oCbWNWAqr8r4/cA9BX/eyX5CNd8lGmStf2sVQg62K+c2M5HmI2sSknZ70vVs8VI5VH1hEpskQmTeX/9+PMplZ1PAukG7vGk7Jk3sTjf37uQ6Sc+e7r10ToZi1KHy8GQkJmiYBwNCpInQmK8ODe+aUJNH7iKcF0pPjwCB+6I8AKVVU+RHXBoUmaHfX+tKrsh0qZ/JdYOqd1lEGcIfnXqU6EvVj9xJLzNtSMxFbteQkq6GyfBNmEQobaaWBUNDyrpJhEimt1PoayVlVhfcgmHwCA2k3l42tknCZC56v67gENtcIka5NlVhelU49KAmQUFX8lKFgYGpkAjpGJ66mnWvtBnYFZIaOWFrHKRLTM+mMYKa42tIusZEoLQmRDv2LbOZvUWg9N4hIZrYm7l7BhQBup8oGRonrFjkO5BkqIpS9gUZUueUeYA15PdR39EkQbpDQ5M8jVVFRp0d6rX3otG30OgFGWoH17I2Y4XKlnNcaDX8BcL5/2bEwXGJMtUg0yUmiZAcBdqHqRzaSEwSCZJECPF/1VjkMfo9tRAhf9mGytdj+K7gCrg67dou6nejf0vlXyr1Epoo6Ou0U4m6gU2dM2G6vGTjWJ7fjhDZ0tuujpkPzPTF3cNpsz8OtvO6ibfVcBP2tU9FewwnLbORARVDZehBoRD5sUMTUxR2oOJtd/mLJkMaeqC3AcjVYcSt0Viz3W/dlwJVSAeBTq4dVL3LpnLRlnJg/NeKl+IBX0Sx8ycRPzCj2aKKW/R+iBIh0z1ny6wmcXIt23RaJOIynQxskwYAY3s3iDMy+r4xmVcbvXGiRlEaS3msi90tJl0PkjSVxf86SeNAtczMrn6mB/qj4+kE+abK2KopcqOEeVGfX1KDCx62FUa3KkIjyZBJo2Uu0WRIq0K1fngJ8NJBeJLfbT4gQvuq9a79+riP9dwnSNB9fhf6zfX1KmD6DqJESJKhOHIiKzv5HiV5csvcz3rYJxyM0jGVIX/MLwZgdP2Olvp9WSKODCVl/zRFwyzSeq1/y/xoe1FSFYmoOroL8jShndAXuRSVu15hSay0U6ZLTAx6JwmMXGTjdoyQGNneW5qlClQ9+qrTDA5P0l+aDmJCtfqox8aa2dUfxgWOF1R+voOwZ/IwcEcOxteK55alT79obZtkYLVLMPBroOjb4iYlIenUNtpUIBNxio+GJDS29NlihmzXtd23UxRQVu5bwKOBQ0km5CY6bSUl1U1piFG72KXO3kH6rx+jCGlVSE4KaZIiHUMUEKHtqNoliQwNEImFGC1NML2q34j/KIaRR7p3makOuagCVtvHv3gN1ZOgAZxFtDUhP0paMqTH1NDQhVVnfFlttlFSrIGCel+7TyVlUtkCsrU6kq6l79suI6Vg7qYipLeZrcYkVUi6xbQxl0RIr8viuDIwDlPVQSYHQiIU5kzlqH1wZJyRNbXQxaSDqvW0GKtg7Qis9aeh2LErfqIXXfUMAf15GKpCYUB1/HVn4It1nwxJ99h+UDsA7i7ty2bWczf7cjf7RbrRT9yxLgyY1mtNiqbAPtq6n2dr/VCrKMI0RrSBIMoWTpmtzlqctVESpMmR7InHAKxZs6Pr9vOiIQ0ZSlMMkvaZZMgk6XFwEK5NaWe0MqRtwKx/0I0oF/ybiPZajYsLEgTIfAdxZGjMWIYxgtA99BhWeUfF9zlOMxgsNe80KeZVZxgZD6oG1w07yYAm10VmBioqkH+0n/H992K8OcyOO9bDulw0DbcB9+sGrXSTSZunMUNrRxnHWGtDIXNxUoVryyhxDVSJJIXHvLY81iRN7X4n3adTL8MdKMHgtygy1G3j2VaAzDrKFtKhj5NI+wzzk6znpwxVgeFZKtWZoAu8rmr2wogf2jUREqGtqNb4TlRZ13FDGmV/2wBBLFGhBGPV7TTzjh8EGy4zVGiUijQ3+tN1SKOkjf49OqC6gOraOI1qgkwTJQCytaZbWzYSpAP1zCHHpXy7k9DImTA/nEmEzAxgIzoY23S6TUk4LtPp47vJROa7Mq/vE8JxsUkToTJRQ2tWJJII6ctrQ2661qSRN0lTtczUsCJE4wwHVGg7Y/6wDg2c/TYz5MyG7rJRVB5di5rAdCcwAZUJqJjk3XyNclBCX9k8qwDlafj7QwndYrrn2L5w98AGnwTty13+Wi/337mvsk16karQFCKBWrOSeUDkU3cE7q9EyaWhps05A2xx1sKoXRnSPfNAvSfdtFi2SCJDnSpAtm3y/ZlkKC00KXI1wZFESK+HgA+gYkxWEUt8NOJIT9IyTHTQ3HXAWI1VY+P0l6JDoOjBccNFzv3X9Ec+D3XYKpMBQSqiOsnoo6VKO8kg2/Nj3H3gvtyxYSMT69ZFCdGtwB0bxAvXxMjmGjIJURoFx9wfR0DSXi+JqJjn2Y5NS4h6jb9DGbCDLemMQ5xnJe6YbklREmz1aWeYHxkaRk28mp9sUYWqfvf5QSYZbE5SloqQdpPJuCFtSHxjtROYG4ThZrhtyJnF3XdbpChqdcglT32gRH1DidnakCFH+7g/57vMTiZ0fEjiIUmG6W83yZBvhEyfuFtQC4P+cdvFAQ5Rn7epSOnf8w8Gi0IWIjOTprHeZvxTXLaRcrXfcqtVwkBfqQjJCkpf1lQudNLNyiyJDMlzqjA1Psj4QEiE9HAOWrav54uM7bud0ZEdlNeiPtcEKnvo3z4hCoiQzK8S8nl8UuSU4B90vJBQhnbt18fm0nruYCN3sJG72Jc7OIC72Zc72Mg99+4LtxVUq/g2oqRoHBQj2gw84CfKJEMFQjeBP7Lj1BrldmhRhtQyyxBbgPxoVBmSQxRorBgyVCWaTyC91TOLpfxtEqFdOyE3B+Xh6DVMEmYSe10HRkiRLqN6BN4nGgkTBEjmf3Mt1Z84IqTLpCBDhXU7WTu6JdIDOCw7jWAOPBshkqqQObCuJlRAQIZmUG7scYbZxhib2Zv1pc3cdsyB/HXDQcytG1Bp089w6waiJMJFNQpMmIRoRPxOo+okoV18UJxSYyMxplqk0Y4QzQdmK87E0ZZ93d5X1wma+fcZ15N1ks2LkXT/uLqru7ipeZKhWQaHowSoGnGTPcggkwxtnw0rFV3BbPf/nyKsXJpAHrw8nPq/0OyD614mBrwtwUi+Buu3RMhQnZI/NlGJ5mieu908cwxEW8H6ae9H9FQYIhz11axIIEqERCssIh+Lt6jvNYXftV+rR5OE/lgI3WiSAUpylAZxMTxxqlASIYq7dlxmk9c2rzWDel5Q73YI3H6YqoTuMpMM2ZQ8xH5bRZKGDG0DqmXGh4cZHJj0DbmeCLgkDPFebBt4kOGBcQb3nWRwohbGtWkSNIHKpzZlSK+bRhq0u9cgQzvWl7nPd4vdzsaABEWI0K1l1RqWZOgeBBG6A/h/KIN/Pqri1ERbE3lNhrR6NA3uWj8wVXwyQeJmnSG2OC6sMpUhNR7RikEc8Y4jRGmUIL02f8968KVTodmEs66Dcim8lyY8cURIqp2mwuS2mVetE/UnjhRVCe35OqhueIDRAdX7dy1bI0OjSEJkjg/n0Ay2ayIUzD9Zn6ZYm8NpQk68P68M0wN9TJY0GRrlbvYNRtcaW7udP530UHaM7RP9nreuhZr8mFqFNyFtUVzFHmcLpYojCU3S+bOW45NcZPJaNsJkI0RpYFPLOjlXpqtg+W2Lu4ojK/L5XoOyV58hbKVAKyGS6ZDXSgPbc6d7F52Roapce6oHma8K9fuZX/mJp4LRgAbrk2FlIgmR2doWZIg87F+CmT5wxgkrFt8Wjzg1mmu2RlxlOoaoSZ7m2jz3uPtCrRzvutxWQcX7mCTEIj/bDI/cpo/RFXoV0SVcjz2sC6/sKqozubx/N5k46Rzz+vJ/myH4K8qIPNSyz6wd9LUeQA38dQbRTN1P2OXVj61y+2GqXwW7W59DFAzXaa0QOiFDWh2qjrFlYwPyukXaH1D2bYwFo6QHiuYqf2GKwV1TavgH6SLT5D1uLdM6QCDMzO6tZqGXPcbu4ADuYGNAhu65c2NUEZKq0JTn/7jXX+b8G44THU1Yv0dNuqUbzVWJuX+o9V35v2vOCNudJvkBTYaiI3jHTna7nNApGYJWW2GSXZME6SUP7LU/1Geg6IS2QJJ9kwjptUur61IuNtjIUBzRSfO7Cox5VNdtY3Rguz+q1daAEOn/x9hG1bfxcuYATYpKzTrF2mzYU1guunyI95hzYGBgjoFVE6wbmWB2zZ2sX7XZ72yzTcWa5se55ZjDuLP8sOiz/X5U2RFuRRla3c3BhIwx0qrbHcC1wPNQrZQkxJERm+2UJCROEXLFsTKN7RQkjTglKS3SnJ9EhOQxNlJkg7bperh/bT+kwTbrpKQ6Kg7dEyGdinSIECHoq05TqYZSaEiApiPB1AMTcyERMlvaE4QxQ8K+5krwpb/z76VFFaN1tZopmms2B+pQQIR0W2WfPPfX/PnLTHVIL1Oogf3kC49TImyL3qfPk+qGJkNlYFsO3FFxn0lCMiQt33xH7owjPTbFyDxe43MoKfM1tJ+ESl/rR6gK+SfA6bQaIE0Gbb/1dSQpld9EH+uvXSdKpOT3cbF/LyfHDtbTWFcM4ofG2YttjDLGdrYzGnHx9vuBn4NMMjgwSWVAtYZ1q7jUrNM/NUuhTlQtsrh7NRnasb7MdsaC7vJ3o4Km72Ajt7ORu9mPB/66L9yWC0nQrYREqDZLSIS2+MtT2nwf/He6w3jHs8AGRYjM9+Wne8pZTX5jk3zJjbjIdPTQssd8yZD5O44IuYCTg3O+FLOPaL6sGeskMmSmQ6bbbJBVLWvbNisZUvFBoyWlAq0xCNAatrKezaxFuc4G675dN/O+XksbL8mQTTktE3RYKKyHh+x3P2OHbmc0r1x0Va1GHV7nL87fGYSoAtv09B2vR9mTSaJ21CQds6hpNbahek2dKz5QHEylJamCTiJEepuGa5yTpCjZXEhpiIJUuGyQH0Q+g9yWRIo6cTm+Vxwjn8esk2wKmu1etmPSbLejS2Woptxj+clADZIkKOjA3JxubSGYhUS6HTS0MdDb9GBveu0va50J6iNqEEbXl/Hl0thYYocrohtMgjNOOH6NfBtxykO3ZMjR99JuM7NwSRLg0ulHbIVNgo0jRCaOQ32gCuEHMAunib9HDVP/KHFv7X4sEPb8sBEcDfMjxJAhM5ZLk6MpcbhZ8bnAVI6pbauZGhtj29iDbFs1yl6Ms1XMmxcqnFORvKwDQgMXQH6a/lXRuIjKrhqlunADODBbgplqgQfzw2xnLJhiQ6tCd+s4oea+7Lhtn5D83GYs7ES5xjQR0oF3nWAnIUnV2KgCq03S4K8nyqOwDpol9SLNcYiWNTolQ2lUobilZlzPsZxnEh+TAJn/29Ikr2821EzyYy4tRGmWvnKDSnWa/oEZhnkwGP5EE6G14UQwrGULe7OZkc21sAOMtOOaDO0k2tidIDqWnIYmQnoEeD1P32YY2j7LIw79I4NrJgMPQ5EGPBT+4hylyKd+9p89DyY2A49UJ7OFaH9PsyIHNZfiD1ATu6axtZ3a4zhCZF5LGqgkl1o397XBvG6S4tWOCNkarEmwhVQkESJijk+LhQygDojQLFV//AhdUchZ6PXwdv1M0z81ayc/u1CVV1yLWhoE7R7TBWeCgBTlHFhbeoDGgJpoUk/KqZdGvkRzY54Jd12r+0K21GrGPpMMxREieSwi3VOEY+vI47bhu81srZVekCCJG1Af7FBaY4j0/xoyG5zU5romIXJRluzJxj55H02GNPTzbwX+FzgNFSUp9+l7mQXQVJb0elApcBL6W4wT9kwZy1EbHuH+sRHuH1aTCssOALJLsC0YtCJVI3F8ZWCa4kA9UE5c8jQoBcGh2xkNiFBEGdq1kanbVre6xfSa7UTVoG6IkMYM0WDTArgHqY4FtjztFJhAESIpEpZosOzRCRnqBREyLalUhOQ12qlBJiGS6ZBpN+1THAkaNvfVKFenKZUbQU+xCtPB4LhjbE8mQptRy1bCjjBmQ1csszthpgYz9dY2fn8JBgcgNwCfycG6veCUY8PrHnzoPVQOnvYn6lYvwTmwyR/Lh0G57H/ff1LzSt8G4XTIsnOMfmHSruyNUoQcovGb7arDzShV6fmoQpEEGyHS2zXiCJNGt6QoDeKubWuM6v/jiFDcufo+tpaHTQkyj00T32qi+zq0MzJU9ShUZ+gfmBEVwbRoPcsxfmcoyFaDJEE2eVVLqGaXZZ1KTYac6P/lEqzdbwvNfLTDZxBcrbvcszp6PYcwtkcanzgyZCNFcWRIK0Nx595fQPXdltBkKG4QyE6wC/gVKqbkYGOfJkQQzYTtEFe4Tci0t7vuN4C7gWtQ7jWTCMk0mgRIqENBbNIIbCuE32AcVRlsI2Zy4TI7xvZhxzD0De8KWsk2VUh3E5ajrNsmHJa9ZRoUIz1l9PQawTKxN7VbR6KK0B2EwdJs9//ZSrQr5nygCZF4n+MbVMcCi7vMJERyQuVljXZkKA7dEiEbuSpbtpmkKI4ExalDpvJp2hiTCA0TIUGVqq9sEnaZ10OhjEaUoS2ReKEIEbqPUITRvS41EfLH5NqyS+3STis5m5guvZU6DNbB2wEfBLgXTsn51/PjSvfZtYP+o3/l90ZTMUr9+0xzS/UwatWR6KjZtx6AIkT3ENoE0/VuVtTmS47LIAXgKlR5vBp4Vcxx5jlJNlOqRaZK1CvY1KakmCQbCTL/jztG3tP2DGlcYybzT+ueNI/tHB2RIT2qaCVoIU+JFrOxxLnIJPmRfmaZL02yuYuQDGk1Rxe+EgyVZqmv3+6PbJoP4ofqfhXFANy3EUWIpCHRZKhG9Bt0ogjJxSRDpkHWC/iVtiRE2lT0i9/dogIciXLGm3FDxPyfpgCahTsOtrS7xj4XeLj//5FEK/m4Volcmz39tOEbgvFBGPfVjmFa4t2ihEit54YHmKoOMCVa0NXhyQg5Mufdk+qRHkvFHLVZkyHpeNjMeu6/dz3cVm5VhO5BERMrEdI9Y+aLGf+6BYLxsrcNtRKHgOiHhChfcleOm0yTg+BZ/K7qTgyZc/38poP2OyFCsq6zqU+63JukyHYfc79EOzIkCdEwMOxRGJ5URL80HQlrMJXOOCK0eutUKxHSZGirWmZ3wI6JcBg5mWPjmne6P28VNd7xxiZs+S2slbx/O4xM1Djukb+kNFAPXNWDq6a45UmH8cDwflEb+/u1/nfUCpE55ISG6TKOgyQpZ6KU7DNpbVCmQZwc2Y4UJZGXhUBcQ9TcZvu/E8QRInMf4hgNm9txfkj/BMM1KtVpKvko6ZEzPvXLRbvIasaig041AZGKUFIqpwjJkFzvAnbC8MAUjVXbg54vrl8ZNXx9vzngwEZBiLTbyiRDEK8AdUKGpJvM1jp1UAqRa1OItgHfA45FzZTVKXKo2B+NpAxjY+AQX8iTMqGZgW0EyHQJPspfy6BHM5Dcpg7p+3wOpX6dQzi2iD8WVG0I7vdJk0N0DqZholMQyH1V1ICN1TJTw6iek2MPMrwqHE3djC+yKUO615pyk42xhTXct2s9U/esjrrDJBEah6hLbDuqSulmcuEk7CRU1/rBPVgRdBtxBzQhym9o4uRXEBkqA2UPynX6xGjJEk1XDxnQYE7/dvMEvRnTKkKyHpOEyEaO9HHmOkkZMq/ZlgzNqtkBxFhwWuGU3d/7fTeZcpHFEKGttBKh+9T65nvh/XPKwZ4n5DHtcquO7NmC6rs6AtwE7HM3bNwBFa0Q7YDyBDz60b+jf810OH4dk9xyzCR/Gz4Mqrnwmwc9zQrYByTVkIQoLrW6AeaijMQLjf2dNCgbwNv9pz3X32YjRWmQpM7PF3GEx3SVYRwXh7SkJw0hQhzbW6QmQ+XqNNWBsAu9qQaFsRUzoYtMu8M0AZIGpYm98CP26xTWUMRHKkl67bveCjthuDxOvaSn6igFwiqoyik/4CqFyBGEaIrWIOo4Q2MSJAco+x9FG9hayR9jCLsyZBKnwGUmScI1KNnrRtT8ab1AkiqEsU8fH5fhzVaLDdLI2EhQJ5gVa21CtRp0P8pSP4FwxG/LQJnuEGwbhG3+gJk2lUiqCXL7WI7amIoz2j620+g8EA2w1j2tXPLM+FOAaDfZA/eugTvK4TBBdxAlQjWP1iDpSdJVLd1AE0d/OtqpDYqHy3waQYEdzij5fVYSGZptmUIiDq5PhJquQ9PNM+c2o6So5h9oEqE4ZUjCbAi13Dxm3e46VjKkyJ9WNs0BcVuHQpkMYobW+l3qR9nO2I6pQPkJCJBefCK0fTN8Yg7+hOItJ2Af8acddE6f9M/fsQs2/h42GL2Q/+6Rf2H44Oi8l8MHPsjNw0cxOzwUlt/fVmDbQajypMuPaZO0PYqzTVoJl+RAN8jiyFUStqFe3H2EZCiOIS8lMbKRINt2ua0TtCNE8h5JhaodOnsnqe+gutHP+GOGyrXudqx+l3znVAtxkQTIhG+fPLEvB6qZUfdTaRIg3QtBdG+u7JpjuDQupusoBq4zObfS1o1NJpy1UM61kiH9VqwusuT5eUC1Muu1ErO1IkyVo9eRkMRwWwEVhKwr+pNRg+gdmPxRukIcKWrny5WwSbnmdn3+fImQDdqAAWxCMZYd2N1pDmFgpV4GVc++qSG4pxB1o2nX2jAi6Dr8PTs8xI6xIXYMz1KozgTuBx1/YXOTbd8yytz9A+FUGndY1swSVYR2imUhiJDGDv+e/ojp20ajxN2EU2a7M9oa8rbc4BOCQrlBqVz3y2uTvEXVajb9YQMCMtTEdfNRUlQrKXshVaF2MImLtCuQfI04F5m8bgsRUsSvWK5HYoMk6ZExb/2G+1eP7zPGdkYnJshpIqSDpeXv7TC9A7Y04fGoav5guiNCGroE6KESZ4CZu+GgXWrCbh0esf+uB6gc/cvIM1VGZ7j5pCOZKK8Ly/GvcnD/BqIKkVSp9V21ciQJk25s9RMlKKaSY5Pu4rAeeB1hZxEbbOTIZoNtbjS9bb5utTQkyJbW+cBUgWyEKe09uyOG6clQXhEdTXiibrJpn3YoTaayqxZVg5rEE6EkSPXIJSREA8b//jq3C0oDDQZLk2oiQD915qBxlIANMFEehvFyco8yIbEXy3VKPhEq5pUKILsbN8nTLOVxB/LM1CtMlyvMOoMEXUE1tNQ+Jdd6rvNJ1GQHpxH6vHsNs3I1SZFNnrRtM8lPHHpJhExowzJJa6G1ESM9AKSeLmUEpkZhahDItZKhMaIB2JogDReYrRaYqA4xUQWqtaDiBUJCPF5W599jWe7310yjqgHZNta/F+L7S2jX4lYChUi7y2Iq87nywPInQ+V60GtKl1cA2xhJbt4nQXmVf5pOnrybD0hRo1ZiznFR0+wkIKk42N6lqS61g/V7RElf/8CMPz9YGMcme/zaVCIdQB0oLfXx6AjslsXzJy7WUWzHMf/Qfg1J/11UPNLBvxdVYxNWu1M88uG/CsI2StQplurc/KSjeKC8X/g+f4U/yatjSaFUiGZoJUMFwvKnbaT8aGk6opgf9ijjf1vwcdz5ccSo17DFAc1XDTJha2i3I0T6mLh0zE8dS/1U/WZMUBAnEQa1aZKUN33sSZJvHaUAJT2H6V6TipP+399frM1RLCmlquq3eMKgat/YkVc9Y9Y1ma72U5uqqJZfkC4XnGakVVkshZMUandIXpAhDb21UpqhWGow6bjUnEFUN2ZaxyGaQlWu9+dQlZFuwcgRgxeKSMju76YapLel6d6YlI0WUtUw76PvlSbmSC9DKGI0on7XhtRghNtQ8TuSCJlLRFEqM1stMysrxClxDU18NAm6398eIUJaEZoRy2JADwuv38HaVneZuRy+SEnrEpoIyXIbF/id9xtJTX9IBHPWkabTZM5pguOohk23kMQn7t2ax5rnO16LfSqWG8GM8dIWy56Q+nc7ImQdKHcXLV3oZ+rhJBgLQdnlzGIOUJiAg/8iDnBhqD7L0Uf/juJAw7fLKjDiN491uZ+HhObzt8D9o/6J8qoQ2g2tEPkXD5QWrQyZMR1mpa0RV3nHEQsTtn1mpxWbKtRLzJcEzYewpSFE8tjeIfVbLPmuMHMtu2jquZ8K0jUWB21wdJ5zlGvMM89xUUqOVomkMiSJkK9EFeqoYeHz9UBGrVNklO2BOqTnWHLyTSZXDTJdnaFRK+K6+cDtpSX18LncwNhIIiQN7OyOSf72L59m+JyTGXzCo9WdVrmMAzV3r3A0bJMMTeH3ktPqkKwM+1lYQiHJD0QJkE0N0pAZ1NaaSWLBiw0z5kjHFjmo991ABWI/CXgWMALuqCJF99OeCOlFBh3LIHpJhjQJmoKQhGg1aMZYFotIasfEDgLFbHwoUR1a7pBESJffuJGzXX90KFWelcbr5vNB54u84zIbme5kHrC9y2DtEx0A4XqXgd/SNS+fT6pB4Wjp4TxhcrwsTYTYsZ3P/MvvOO2cAZ70BDXJamVXrXUwRRn36fcCnqnZnUu9hAzxLwD9W2GDQRrLLhx59B+DufS0Pf7NY4kSIvAJkf5Hjy8EUbJjs2V60U8aFzMEycSoW5i2dhx4GypE4Ayx3ZaWbojSfFSgpLCKtOiEEPUOqVMZFi7tEquLHjRhgSxSj7rGpP2xGVb53K4aSLEFpg3T1zddcP6Sd1WPF20gBsUoFeEM3E5QePrz0zQGSpEpB/I0W5QgTfY0MdLHatz/kxvwtm1nx+VXc8gTDg/GY2mucmi6DrO1IVVBDhOqBrIyrWl1SFeG07S2WhYC7Vxk7chRHDFyWLwKvVPI93q3v/4eqnebdhuNqGV8CMYLURdaN2Rom7+4HqEKNGmsF5sIaWhipt2H/vAEtsp7BZCh/tK0tfFiIqQ/TcyJaJv5ZtDTrM9pMid32mr/Tvl/5J3OBmqPDPTOSyKUj84Qr+2vOXlqGMcZriUZ0j3K/vCTe5jZNsM3Lp/kjCcM0M+0modPhzfoPGxR+t1mNPR4oaAdWDtR+mn/FhgtEfYodqDgwGFH/5H8gG9v9Thzjy6xY2qfqKCzbQ1Rd1dcRxDpqHPFtlnjPPPp4yrxpIZlJygAd/q/fwz8g7G/V0rRfElUr2G6JHuP1E8c0olGRB0yCZHTbLYOu+4QjiRtI0T6eHP+NsS5er/NBWeQo7yrXGV6NGBtIBr+tB16rZLXZIZ+6phkyI0QICm1S4MkDWz59IeRm5xkrxMOJ8+kCKZ1aA7n2VErqsljdSU5TJQQTeGrQ1IdkIVxsdwm0D0b1wF88n95zeWIDaioh9UoQ6MVup2EaskQ1EbU9BXbsI/2WyWqZGvVT5OgKVAEd1Ksd4r/ZTDnYqtqUh0aUuvaqMqfJhFaAWRI2iZZZiVc8uRxA/e5RNPfl3eUTQi73Ecu0LoNY3+su0suXovbyyQ+NrujXWFRdSj8P0qKoirRIJOccPoAxckB/v4EjxIzlOqNqD01nzMGUjfpJSRNCTTdJgztgMJmwkF4/cF3Dzryr8yUlL9ikkHG88P86uhh5sYHwvjM3+ZgaoTWGe3NYGgNGZxMzDESpmLUiR1NUx27KFtVAA4yzpXus06QppHbLbolZnFpWjiVqAMy1KoKSWPjaAeU2wzzQ16sdYnRrD7O3sttect+iRhylHchjxsQNO1P7meGOqUgjkipQy4l6rFkSBqi0LCGo/BKA+s6eR763Ef4MUrTfhL9t5PP0xguMlUrqbm0hmlVhgJ1aBBVOZquMpuM20vcBvwCOIVwuHlbprTJqN9AKQvPITmzLkdClAP283/rHlz63e8kDLj2iZE7Gh3YUY7tIsmQJr3joHoH7jCuK1Ug+VvGPy0mdqKecydBTNVURT3fOCuKDMlGmtnRAaQi1GpktGpsKkUB2hEiQ+2OtbIBGXKt8T9xjTDZQJOusaT/rSqRM8MznlukyqS6pjsX3yA10u3kodBUJV1H4enTZBtevgaIz9WmRZHdHvqJ6iszNRVDdN3tcOmN8N5nwMGrYGDVHHsfvJltwdQ3e7N+7Wbu2XhwqMyOoyZ45TPAH1Ez18uUSkiVRWpgep1k53qlBJnQ1zyO6EcyFSFJjOQ+kzDJfYsRnN0JkggR9Dq9HcUMydF7wlF8pN/aL1DmHTQJKhN2ldfb0hgLG2Q+kMqSq9ztTjOUlYvUydNPHjdQiPTkrprk1EWANWAhQ9HWpU12LxJKtHJ/MDXIQJHpaoW54YFWIjSMCK6uEHWXJY2F0UvciiIGt2Ofe8diFQP82j+3jqpQ5TGuZb0cSZGEHvlEu410Tz89sq3f86rWr9Q806UUxMx52F1gZnzQUqhBJnRa5PhD/eGzrSAyJImQJg8ScURI7XODfeGAjBAMwAjtP1e7ulDv81WhvOO2BEKb6lb0eZTdCslP3fq/HAzUphDp40vNetjxJZI+y5JXrimnGThUgdax8yWh0TA7tse9In2OHl5VE6JZYNYF6vC1+6DPgR/9AQ5+ODBBMEWOXvczbVdwp77rX61JOHWHpnSmbbK5ybohOjpT2NSNbq4nFSvT3RdHfsz0JKVjPvao3fOkJTJJBam3pKgjZShcwsKpwpEt8xVpNUhLmdrdJZUhaI0H0ueZ/2s3WxzE7XPit562tUTD/ytRpKECCMX+olCG1G016WklQKYqJEmPDMYEFWulz6pTYnB4kompSjhi6jBRYjSMX5FqKVebF1f8Xih32YnAXagRUttBfqQC8FKUmjVo2S+PkwV4uROiWcLxi7SaI91nPlkIBnb0FyCMdtAKn/x28repBC01KZokJH7bAcdXwlhRZCjqIos2ZGIVH4jYgKD3qeugBl/0d5ifJ60HxYRfRPqcpgqKzjcjBMaMBTKJUdIxkgRJN1prDNGMsum1WdXxxUyfabf9Rm1/GYbqYQ7WRMUUlExlB+M4h9bXZlZxmgwFzqym6mjzb6Pwk344+WAC157TbMbXE7poOaCUodtQY/9sJWqLzFTZUpkGSeQnDdIo7Kb2FkeK9DGdpCONEpH2HIleK1BmPdLd9TtShjSp0EMaSnVIStFBISoTDpColSFz+g1ZKuQo1RLtuqFK+NfVQdQaUuEpUffVmgZNn1gUaYStQeEui66TlaFIbxRxraJomU2X+pmsTjNXHYgSoClCIlRFtcYZobUCjes+3guUUEOnSWuS5CKT/+/vr02jIo+T+7R5WwkqkSZFsgXZT+hCk+3XfnGe/m76Gq6xliRXH7PUkKRP/+6HWiUM+l8BZMhUU4CW8iphkiCpDDX1KNRgj1eUiHP9x9Ufjhv2XvWbUjIG0+wqLzt1aCJTMbabJCjsCRu6zrQ6VKROqd6gVDfSKAmQJMH+YLeFARiqqS72+hFtVZJUdcxqW0ISJFM9gqjC5IdxMZiH09YRiR2azod9nCf9qZUDV7UeS64McCgq5uYeI8Xm9B0yBTp1/Sw82lXopj01CZstMLwTYpRki7p1/3VLgjp1OXZHPjtQhhqiN1Wr+ygCqeZI95gkO2Yvs5pxriRJZuC1vE8bSNKijI0bbCtSjxwnu93rVqFNBbKRpOg5TaBIMzBORUWE6Fetueo0U9WB1vmENBHSv2umu0xWtgtFImyZyPSpJ/mYzUIqj5fXWomuM/M79BO6zhwUMcoDc0Qzp+nbl+Z+uT2zrpZ0gLcggFO5cAqbZQ5zPDC9TSMuVkhvd8nTbOZx3bwKnpZzlEE6EpQEi+UN4i6JKkRyzCCb28umBEliFCVJRg/geoNibU6p6XJgXGlvNSka8Jddaj3o2+z+enzbvN93qfWXQxIDSt2RmHXBdf11MzrLvb6eLmFDVcgNoOykTtMqtegRlNSoSXsxPjGsiNCUf0HdI9TFH/l/rUwtYSPHLJvS1umMMB+FoxeBwDZCBHZSRMyxHmHsinltifnaqcWOR+r8/aYmQzYiIYlQMAKz0wfMxRempFaVTpFLdBwi6SYzSZEkSxBLkHSQdxgHpFSeJk2+de5XGb9riqd/4zmUBvppksfseSINqkmCHF8JCklRPriHds/pKUtmmGayPKhGjtWuMkmAImQIWmOHTGu8mJWpJEXdZG79cXXYpY0UmViOhEG3HDUxmkGlfRIlv98N/BOqd5r5TCYxkmqRhpbWlwpmTJOhDq0QMhTXpT5KiqLfJ7Rwjq8K+S4ytTO6Nn+bsGVp03b58UJKGRIdUQL3fXTYkgozfOfcq5m8a5zzvnEqgwOzAQkyx0IrYsZNReOMSs06xdqcGtJI2mOp7JfEuoSyTX73+5wLQw4MulFy4+TFECkyTEL/dg3r4apgbFx1Xc9XnDQ50ugvQ3/JJ0KjKOFcr0egtgZ/QpFRtvtL7f4RRYZMIqSX8QqhPdpOSIhMe6tfTFzDsB0b1pVzpypHOyQ1Ps002dSit6Nmlns/ymVoO0+eq5HWPi23oOx4dOQmKwUFqh4UWk0wAlnZyeOV58hp95hWhbSLTA/cZVOs9VxkWlFqEpIb7SrL00qM5PmRf1vVK2Hq0DOMT98/yexUnXxjmvxA/OBq0oiaipFJiPS2pri/7tVWzNehXIdyOdoTySRDU0BNe901KZI9yzR6XXHKQt9pZm6XFllQbaRIQlrn5UaKZIdf+a7q/vYJVCaOG8CsnfG0GbnFgq4ppIt2BqiE+XKZQzbcTOXaJEBNcbT+H8zgaaKEIUkl6gAyXihqm8JOKUXDtTVz/07cqTr9jQkqA7mWnnPmcCA2QqTjhJwm5PRI/oi1trFSERpAZe9V/nGO2pbTZMZswJqqviZDEtJT4M8skKtBRbrtmuI6mpCNAGv8Za1atgys9nuRrWcz69nC2tA9pu2szfs1XgB3LaEqNIhq2JiNFdkQtLHcONdarxA3JlKcrbClSV4H/KGOLedpxGVuW72wML28ukdn6lAHylBYUAE8z+MTL72RUp/LW69YDTmIBCbKwqADpmvit0m4NRHS3882VlHZWJuFLeUzqB5mDZ+85Dn366cxXc9TGCpSj5HSbVJ7mvuptSKNJT/gvESDQrnBbLkcnSldkqEpsS0gQnotC2kvVYS4jGNrEZlol4Y4SVfuN1s0kijJ38uJFEGUGJ2GcpNppSjJgNqQtqW50PgO8ADwZiLKZK0QncdvmcJUdj3P43cv/QT05TjiivNb7RXhMBgQTt4axAulVYOiibD/1v87YSUklXcdgyl76UpS9LKvP5F8fZqRIXlMPThXDgMiu+aHpCiME4q4x0ybLMMbhCIUHFfy/w8fwm6Xk+y0vm9drDU5s3ELTc5WoYjQemBfqO0L97GezezNfaxnC2sY3z4cEiGtCslv4Yh946iJmyNjjJm21pYgW/f1dtDESlbW7RSjgvE7rQ1sZ08uJmS2WK7baQNuqfAFlML1r6h+3Z2jQzeZkJ1dlzt/t5O812RubnXQKnDzedz8LAUptdbFb1vBk6mRhc2UbbVUq3/HFT5L2qV7rESDJk6wLpfy5Epa3wpdXTZoF5iJpB4qKg06eNs3UuU6szJeaIrWGCK9rVYgSohky30K+D6qB9iGxDSkQ9os0Q0hiZNapXVqAD9EjftzINHWjakgLUdipNOqCYRN+YozGtLIxRmnxcKvUem5nzCQ3zfeK4AMQTheGEDebTDxuztVI3jOC+xVqAaF+V6XZde1lOluOKqNCOk0+sHToQvfFaRGk5164GYv0aBScukvNVtiiKJjoUV/R2yPjBMye5DJ9LmE5EMqQhplotnapgJJ24waNPGd/wdnHgqPll4ZGU8qCZreL91uVZQZXAvsC+wHdw9sYDPruZv92Mx6tjPG7FR/WO8Mi2eTjWlpc6dQcXFT/rAZEXex7PAgy+Qc8HlUx5NjWbry2o4gxZGanLEvTn2S11jshlqaOuk7QB+qAbfPgt3FPzAaM1MqeLzhqoczmJuimK/ZFRNZx0n3liZFJmTwtC6I8lrSfy0ztdEd37MSolDZCklP0TcUeiTa5C63ZqxBHjdCgmzyuw0l1OSvasbpXHtCVIPQl+3462lUxr0TeBD4GfDM2PS3h9nycIz1fGGTLG3XvQ+4CbgRxfK1KqRbXiYZWq5qkYY0ovpdyt82mBl4sZ9tFnguytCP0eIjWmrRKgVMe9RXcDj2qtdCLkcu3xd7nukiC4KnId1zx3km9D5pE/15yHS8UEhY3EC91tt0D1456arsVi/dYPK3jJ0qUlfjr7lzqhu9zc2XJ7TNsgE7QHS+SbONEtcwNRSiH/wWbpuG994IXzlO3Ff2LpaEyEyfrgO0MrQfPHBAlbvZlzvYyGb2ZjujTFNRx2s7Kp9HkqFxDDIklloBXN0Q9Wgd6mQWuBn4CWoqn2NJJhM2JagTdUhiPm70NGpPGlKUdP5i453MhwhBx24yN1gA1uzfz3Cga7ZK0/6JrZKp9AGbw767RGOGoLXFIRUiTa7k9VGxS+pUZRwa4jnkM8l9+hnSkhoT0e65cQO6qfsXSw1lDJ1C1P0nF0n4XF156uA+TVSOQA2t+pBUabRDjuixVFKnfucbUUZlX8KYIrk/jgytNFIkYZPAl5oQrSYcM2pWLF5IDlYYKvuvBnTIYvuy2jUihIeIXYr+9oOnRbxQSH4ayFH0+wPi04gQIb1OIkGBUlRXg+IG3ehtriiwd0KRar5D2BnGQniSFPvTToLNHpx8DMrFFaPmR4iazX03AKyBnfsVuION3MFG7mZf7mM9kwzSbObpKzeYqxbU+aZtlQ3OccKGZ4QMySXn9+6FkBjNAIcDTwQOIWqX4npxpYXZeLT93wu0U3uSSFGa8xcL+xHOIiCRPm6oIzKkpVz9v62HldNsE1NjNu6jN7G3rKREKkmDbiXIQpcHm7odB9O9FXUG5q3HhKMJhWqRzbjqKT5kl131mHo8piaUC8lEKCBDNjmz4B9wAtFWSycwyYb+bYtx6TTDt8tecaTg6dh91zJ2SKdHbzenLNFpXW7kyPZcZoG1KWiLTfZMl4BosrvLJUAyPeSQGR2TH8dDuRPi9kdu1LrNPM4nAEHwtGhk2kiRHtMtOh1SOHhiOxKk1KBmQISCgGmT4Jhplor7gDi2bJxnIz8Y2/z/i8Arnie2m/ZbnysVKvleAUowOwDbV61iC2u4g43czkY2+0SoTol8vkmxXKdWzYNTCoeFMFV4uZYkyPwtt7k5omMNnY89pkj/H1deOlWHFrLspyFFad1wNiw1WWqPDpUhs/un26K0tL1bXPiHJEJ54xy91oWnZFkcrC2aJJWnnVtMmxbzWto9JnvRQZQ06bekpvmImjl9jT6nyZzZeoxrTQIhAbIVrvmMC6Fv0OtKLqlgm8TORNw26S6TJAGimUpuW6gRu3sB8x3ZCKLspSGN1kIZxzijLuKGdgPYJmhNRBzBiSNAiWXba4kX0kHTYZxQPVCDWuKGfEWodULaKAECyLtz5F3V9goCppPivszsaNpjU6kxCE+LTTevK8lPCbwy1EvQdPqol4oROmeDS54ZKowzzGbWc7uvCo0zTN0PfShRp1nN4zhN6rUGs+Ui1EpqOBNNgEwyJAmPXPR+nf4IITKlK5tbPw1s5WopylpSmtupRO2ua8PyIUkdkKGQ+MheZeE+HajYVONW2O5UF79lAHtSqmQh06RngFYVRSxNB9x8VNmRhUtSuri12cYKkyOGETDIn0m0XPKBuWriGO0+8ZC2Vllq6BgUCVkgk87TNzf/nw+xMs+VlX27uKF2BV+ebxocM6bIJAvLlRAlESGTMNoM7EIrRbPGsnyMV7fQZVP/1mjXCQJoJTU2r23csZHFVfORlUISIwe1tY/2r4lS61xjNhUIiJIgiHZQkemUax3aoF5QchbNG9tt17K9v3xIghrlAvW8spPTVAJ6Fx2URDZK1VyPDzLMVtYKIlTyb+EPm5KH4oCa/LZRKypSVCuqKe7LuWgdIomPrW7R0O9uHMLgY63u2NCOENnsYzubuTuhnSLVdcXYMVLfSVKEwCVGdAyPtsqQrWDYUmQzKqIX2VwRxudgxKIQzfotjCaOMBulIOWthUyTlujYrE0cGhQj8rp6BFckK3zeVleaExRaOTas1tNa0NM6Rion7Y6DVmI0H0ij0EkhTnNs0jFJCpF+ruVKiKTiYyOTff4SZ1gXghCZZNK1bFv+0B0d9O/ovmhjqSskFRkHVaH2zcHsODgjQQXbV24ELjKtAukgZ3O0f3Pkfz1Eh3alhYHRzYgKBIIEyRghGZwsyYxJbPRvHXODWEsk2fWYhu1sCRplpQTNUKGOXpeYpt/QvIotjdM6RSYZZCtr2c4YM1Ro+mp9+L5cmjiU8g3qA0WK5QZNN8/0VEUpRXqct3YESL8//R5qYh2rDnUCm4K+nAlRUkN7FmWrOi1Pi0d65p0CUzORhCgyL5mGmT/kHeMC92ypkmMM+W6yV34Wfns3XPZP8Mg1BJnYKytVqF4qtqgxegxXTYj0/rpBlnS7zFYAFYrBs8rAawmpQNkGy3e9PLUf/4q50UfB3EBrsKD8P4I0FZEZgBvXDJTHy+2y0MUVUhuSslKSuywOZvptzTObgTBJ0d8IJ1SFpSdEtp56phqnn7UBvAeV9te1ue5CuszMb94mhmaZwVQV5DYbCUrlPpPKkNxmO+bTr4Q7fgtvuAwe+Ugoz5J3mhTLDUwXmbax0lUmCVPYvItOqdHiCkOkzeypldRmdcLeuDr2Mp+H//s5HLY/jI20Od+EQbA8R11XEiGtBk37v/XcYiFBik43q+3qDP1sY4xJBiMNTE1+1dApejDcpiJF+SJ5p0mjVmTaaTLnVMDJRVU7E/q9yTGLAjejGctpOzkNtI28CTVnWoVWQgTxpKhX5X8+rfIa8CJUUNbHepOcRURHZEi6xyQhCo9xybtzkVnjE+9szk9mS5nOoEIZ2rAOfnMPDI0QiSGql2B6oBwUIN0JtXXqQvuczuacz1rZSSWfG4i2YsJr1iky9X83Mf0fn4HmZ+BdX28lQRDdFnmf2l1he1n6RNt4NTakaW10UpjN9HTboknS5c1tcQqYA/wG+AaqcJ7rby8QjhuymGhHgmxk1EPVJkXSFdWFfCbpJkujOi4twtg8+5hgUbe5E6xTKUQm346DVhlWb4A7fwN7Dfnb1Dhj+XyTMCZIzyGme5JJV1k4SXbY7d53nTXrYWC0SXZsYkXc/GN+o1OTlaZ4rh//At7/YXD64GufFfdBXNOEEWckCZYmQtIem0TI/G260PT/kwwGSpL+dtEQjrC7iyRF0wMV8k6TaafJrNMPTiHa/pJKUNwSDDWgy3K78mfbL8vR9cBnUeN6vU8kRmayhSzjncQ32ZBDqULLzTake2cdkKHW4e3NoGor4gqKS7ySJomQCLTTxOct58JbXklkmPjaQJQIzVAJvOxmS0MWrjgiJN1lScF8cZCqkiZUmnzNHXoYXp8DTzqrlfTY1CEXVMXYSaxIkpRpqhDTwGWogTvOTf2MrfgbcDVwInC8v830g8f93+14G9KCmYVwg78+inDubD2PmO4auxhIIkJxqpD+/U7Us6VVYnppLG2uspUVRB3X41P/b4sdCva74ltIm2R6Y22/9VIGXvAWeOVb/NHmZymUGxTLMh5IqkDJrjJNjALb6zbje4hBfI8ssBIWTYSaTl8wPMmBf+fRV2zy1KeBm/dw8HNjUt0pp+fQtw+uHY3RDNX7ou8mixIh3ahVPcWKTIx7/Pi0D1A+aB8O+eybfZU/Gn4g1T0Z66pJEUDzxl8y99p3UXjJ+cxuehFQsNthqQiZMarBO9A2LW58oTjIffv513gU3dvDbtGLOI0S8LkeXGdpkPoNt4YVt7485bemvQss7tua2yQRkoRogFgi1E5yNYmQTYY1A/jqotWRFmbwn1SG3MFh+K8vw7YBNUSQHsvCNX5HiJEuaO1ecDvYKrE5f7ENR9sJJlAfbRt2n/dCESKwk6L1wDuIBv72i2MLqGH3FxKahKVRhaD1+5jvJImE9MKg2WAGTi/UfXqLUBOIdmyQCpB0/kfOtY3PYbrF9DaIZleHVkJUBsoefeUGleo0xXyU8MiA6WhvXTdwlUlipI+JzDgvCZENcS49/1FNIuTm1Y7qWodPfk01iBv1BtTmKNhccOZ7sRAijWjAhRNR4qWtlERI2/NJ18V1c9QmXSap0vADp00bbVMFw211+jZvpq/YR9/df6VQnVG0xC3YCZBt7LfgHcbZKUmO2pUZBzXA6UdptZvy/F6Tok7LcrvG1spxn5voyE0mWyTRsSxiYoZsd2uKdVIKpHwrxxTSwdI+Edq1qo/pUkW4xOL90DI4T24z1aAwviiq7KSFjEeQvcrqFGk0S0xPVZibqhiDehElQfL/CGZjfttgqkNxFWkVeD32SMg0hUXf4wjgANTwsBAtwO0IkQ1x1jsJprJiXkPeT+9bCLeZJjw2MoTld9J10sKML+g1bC7a5Qk99EW7Y8xepi75YF6yRCS5ylpIkFr6qtNUqtP0l8JJV0vUIwMqypgg00UWBk77Taym33NXj3tr6ykWfeDW9Ppp9ZyQCOnu7fqdhC5H1VW96cy1xia1MRM5dYEImsb7lyMtybegbfgkVfXWxgbZeN3HmC1UGPcDp023qPRgyNAOud7rGSdQevTf4a7fwK7pOk03z1y5kOwaM8eAq0F0DLi43r2QrNSbdslGiOS1kuxhHGNPOiZDR2TIHFPIVIdautUnve+8OMZmTOQgXJIICUVo16o+JkuDxgD1Uf+ylll1oTK3JbnJbL3P0sI0JnVKNOpF6rWimjNnKhcz0imtyhDQOmmgLljm4HgS5rYk90aSqwbSF54BWlsH7RQh27WTuujbYHsuGUhugzQs3Q5aaUuHJj794jfYCRGW3zZI9cz2TOa37WVApc1VtjJgqgVmRwlT7+4ItrpLbzcr0GqNSnWa6sBkQIQqTFNlMkKMomMMtbrL5HhCxdpsNE5I/o6DrccYBMHS2jVm9rhVpzb9xuk0edeff1Lf17ynqQo54DSjsUjRw/U3cAJSJEdZmvFt/DjDSiUqV4LGJYRKXt5p+iN6h/NRyjknTUJU2meMHHMUyw1cN0+tXCSYFSDONRbX48wKkwjF2VE5hk+a7vWdkJmM+KRBB2TIDdZRUtQ6+KK1MOqWlI4XgviYoRREqDZAoAhNMijMSxg0bVODTKIUFyukA/KkmwvoihA16kWabp56reQToYJ9tNM4cgS0jq5sa46liSlq1yshSaoz7xGHuMKbRiGyuczkNWxpTEPw4iAJi4wn6hRp44JMIpRW+ZHvxPyGca3HXkK6ypa/cdVlz1SH9HZZybe4zdoNYW8THOVvUxmqzlKuTtM/MEOFGQaZDEaP1kRokEn6A+s1I5Sh1pgih6YfOE2rO117upMEBOnOE4/adPr88dlCkigDk7WNL+brNJ1ZpQ5Jz7o0SeZ986qJlLcOjNvqxjRVIR0sHSz1Qeq1YhDXFSFDjovj99bL5/VQBHlkGEBIilRYdTFfp+EUicwKYHV10rrPhdYgatlokGXHtMsFY7t8cSYhkscvBVZOI6gbpCZDcUMSmt3qA+m0TfdNICRH5j6pDEnXmB8vNOvHCE1SDQqHSYaSYoPiyVDURRbpXt/M03TzbQ1l3pfG9HGum6fpOmqwr1pJzXFjkp84dShwk5lEqJteC0no1BXTC0Ikr5dEiGxpTBt0po9NG3NjEqM0bkh93zgShOW3XCelXUO/7zhyGPduFsJ4rSyDKN1lcQMtRlSQpiy3CWU9qc0QIUIeheoMlarUrkPyo8lQP9MMMhUQJb1Nus3UGDrKSgUqvF5c7CqNVGhSWHsbEar7DUH9Hhs0cMpNpQ5JhV+SIZ0N9bhE/r0dR3kQ8vnWAWuluzIMqC4GDV5JhCbHB5mrFcGNPtSc46qRbsoN6rUSleo0lOT4cComS+aBgBg5zXSzAphLIkybbbJoGwlKip1c7M4LK6u8zwcdu8nMeKFwvxuMepqqrkwyJjYiVAUG1FhCM9VCQIBmqDDlB9fJbpZRlSgkOTZSZAZQB2TIV3Q0oWm6eTWLdQz6hI8wOM7NqwJby4UEx0aG4sgRELrFZsRvvUiSpI/ViAvcsv22/R8HkxDF9VxLIkS2NNoIkbwWdG4IZFr177iu+G7M8XHvxUZ4bApQEhFK885tqpztGWxpnY8xmyUcnymN6ri8oAdcjPYyMq1YtHkHRvC0Wd6TVCH9vyVOqJIPSZBe+o0mnCZCJlHSI033Mx10pw8Cp80Fku2vJbuF8ULqWWXoQHSstWawX6tDkVxoc5fpQGTR8M27cz5BaW0xa/Kl+9nNCLoYIULjA9GYykDtUqrOnOsw57hMunkVsF5uBPdvotSi6GtpBtOjzDkewdhDtncmSVBi8U1S7vX/acq/jRBpzJcYrYyyvBhITYYg2r0+3NbBCFzybrbpOLTd0VKkVIRK4A3A9EAf0/nQTEwKIqTJkDQxNtKTRIIazRKNWhHXzdOolRSp0YTGzSUamjn9jPIYbaR0wdVEpx0J0r8jMyT//+2de5A0613XP7PTc93dk5OEBFGjkRgInMSIkIuKhopBQTQIgqUQBaNRMV7KIFapCIIoJYlYKoKIYhGiVUiqUCApUoiA4ZYKaEKCCRwSSELAQDjnfc/uOzszO7PjH0//un/Pr5+nL3Pb2d3+vtVv9/a9e/r59be/v8sTsnwhInT4bgyHULaEQH81WVJUFXgt21ijIfE2VQoR+FlnIZKkz6uM+GxKhDT0uYeMWMxgNkGMZMk+b8azlWeSxStQF1xly1wNWi5KfpvaqtCU/nDGaCDKT06EdKyQEJ8YGcqnL5zVml7Sm+G8PrYH+rLsLpmvS5sM1P3o+ikxWh3SClufOXPmDJI5q+GVc5VZdxnm7/QDt7PAKDU5hAgJEZMrz+7aUhEhsZe6SXpDB4Y9rnCFQxaLrvug7rpijDMG6rkoiQe1pEePPWXItj3rLgsp+ttQeOoSo5b0VKGRMqRT6nWcUBatb79OyuymPHtWxpXBECGO06KKA58AWV+yJUPaZaaLdRVihXRcz7TvCNA0UneiLmRdnTYvhOgc17/NPeKkCMiJUEwVEoT+1ti2tLotdSgkCYfcaND8GkIESP+t96kJklWE7Lq62YTITYwIbRtlxGWTYOoqs3CzDKutQG273xD3mLjBFzH1t4kqdOLqCTn32EWmBI3SoGlnrc49l5gfT3RRWDZeThidp0ToAX4WmaTVBzNQS85Z7ktylN2fPIvWz6pdpv/Lh2R/0Kc/nbpAahliBR/l3nXT94Q9vlLnZqmNtlRwcj5yWbhiO60yJPc/Ucdb9LhaJGS9BShCVDgH/buH7lMZCQ7e81j8EBTtpf3wCsUB3q52eWhoRIZ0JL5NV0yWDRUieXjEJSbzI0ToMq0uPUnDDGXwfMmcujoUKUkKBVN7xRZTFahAgGyKuyZBv/pB+PHvgZe9Ekan1deqSZSOBYopQx4ZEtfYhZrWAdRVbrI6CL3g9XxBTImoQ4hCqEOIYlkV2/KbV+1Lru9t6Toviqyj92fnxzLGmqpC9px2qQ7FEPq6PUzYoF89L9Q5MxRrCwVd4rVUobye0GlXYoAuMgKkxyE3WVAVmk0YP7hyxRWFDMm0qEMyKFP8wd+A73k7vPKPwelDFHuS9+5ZXgAxz6LNk0ec2ubWEHVomUxd3FCIP2obH1Ci8tX8Tq11ZyPZXViOmZ6PXRbuPXIbacnQAj/9fQrQ4YpxgRAl3rNhbkpjAbRDHmuocVky3dSG1XWr/Tfcjf7shvu/22hAhnzvscxz4xo1hvTR7G+qyZAQIZke5nFCEh8k41xw9qe1C81mlM3oczEbM5v2nRts2s8VoFhqux6+8+vhiV+H5Qg+/a/Er0/fixAhsurQPXwylLnHnsBXh+SF1DSouglCjbTs5bsuIdKoIkSYebH16j7SllTE3Ggr4H/gnKB/gHBRsW2QnHWxTXWoSmYPxQ8dNoqZSv7fWhUCvPjAUkRVoVUWJ3Q6yN1e/nDu/R0lQDL9YMpQlCBNgqwqFFCuv/6N8OtnMOrDX/nc8KVkafWE3GR5deeEJXMG6djNnw97DGaXzlWWqTF652q+Vo6yxTp7zM/0vchopFOFOB/6YQYxMiSEyPudioRomabgFxJkFqqNr/2o6xuh3WZl60M4JMCuV2Zjprgq0FfAZ3GTiyDuG7Utd6hwlec2szWGBPrrIFZoMaFYbTqVm3WckE6xzL3oElx34pkZ6yabMM7q/EzPx3lmlyVAVWToha+Gn/oOeObnOQJT1Vis27BKGbonG57hiJAea3VoSt5FR50X3TbUlLpEp+5xbMMOEZ05fo/tViWKGYcmhKxMIUqAz8X1D9av2E+ZurbPDJAQK69CzAWoSdDNgsQNaSzUi96tk6tCpUSozFJmqtAKhjMXJ3R84WnYlhA9zOOZmywaIzSb0J9e0XuAI0Eh15iNGTLn9eqXwXf8GHzeiyl6fpVKk9cX8ju39lWi3Pb3maeB1ANG3cuiq0ydy2oFl5fQH6rjkafPiwqUV50uZvtOxT2mlfNzdRxLhmQ4wetUVROiwXBON71u8RC4GFG1vcDOizatFeVJLE0+2GIo28cQ+Is4W9USoSZo6CZbeGO9LEOVtyx0xBAR0p2vqnpCoZoT58HvLUWIZmMm52PnCjsfxtPYbWxPaOg9F/7Qa/1sr1jDCDUmGzdk1aEFuJC/J/BVoQmOEF0A/xn4IPAF5NWem6DsxVz10g4RoqjTfA1YQvTvgY/gem3/GHUcTWD0vHWNjb4uew/+iDm/uvsrwzaMoj7nEAGy+4+de5MYp5vhKssDqH0lSMZebaEAESrLGi2o2gmQOCI0PJkwPrmIqkC11KHlhP700qlBMkwpkiHtHrNkKG2Sz306vPbPkSslFfdM7o12l2k3GbgA6pwsXTAfHtGbXfl2Ut2jV78Wfvrn4Q3fCJ/w3DRzTSlQOmh6HiBEFw9G6ccrxQQTfc1DdXyNEkKUpF/ws+nA/fbTQdjuV2IlV4vro/G1FD8iNJPaJSH6Exvu+26iERkSdais5/roERb46pCtfWGJ0HHe51iu8OQKUMy03OPhnCwtT5mcj9KvimGxIcmXRV0yJAhNhz4A7N9VrrIsTsiqQpoUyYvoimrmWRdNG+Y2CVGoUYdUmg5h8lOHENU9ryoCE0v3r4OY5C2o+xtUXYvdj15fjh86l5BcKxB16GapRFoZ0vFCAusiK5TOqKMQJcDwEpJlToSicUKiCt3LlKFCBtmDqet41ZIgGyOkA6bdxQTOK3C+gWSVZQKLrt9pbR487ZcdAPIA6nQ8Trqskis6Wh2CzDz1Eri6gqMjOd5RRoJmnjrkE6Ks3KRV8cV+azst5idE+uReZPfKEaLpouuXQ5n28+PEPoZD97pwgzvsR5XZBqlqIWhAhvy0ep0a6dUYqt6Rf3TtIlOK0OUA5sOeV4n0IhtG2XdUMZssJ0Jn907jFZ+rVCH91RFrCHZeXUIUcpVlROgxyonQBfDHce6j2yKDlhGiV+G+uvpmfogQhZbbfW6CMn9+3RTXGNYhkrHMFI0QKSyLcapz7ttSAXcHiXEJFVi02WRgUumDJGhFob0lK0gWGREaDOfBekI2sjGoDEmmmHaHlalCC/y+yHQTsh+gdr4JonbkJHUXenFDeYD5nD5dXI/vMwapOnThiEt3QH9wyVDbyWm+/3/1FXDVh6ORHM92YF3sBUAI0hIpWEuRAFkbXfU2E0I0xJEeBlwl6lm2saONidAl8C9wHVbPiVeybwnMIaLRr2JdZFotAlV9OnakhZqWse56I802WA1hPjxi1h0or/vYG7SJKZAiIUL3TuFep0iC7Ng2ANsQCIxD86pIkTYUmgxlROgJM1xQDJ4WN8WmRCj00zd5iW/bXWYfDsgJRwff2sUIkWwfUj7sucbOs6xJWJWlKQFat0TANlDH/Vk2/2aqQwKvqKJ6yetU+qymWAzJChadlBiREaHecM5gOM/qCYXihHKVKDDMzji+fxUmPyEyFOuhXgcxi8vIZm9ZW5s+7jpoWlfl1v00CoEcZG6yfjaeD3uuIvXCHD89P1GFBCHSpQlR9vcszfK1xMTaaNm3ImHZ9WoYhYhh+nzH9lvHnHnrdIj3M7VtEtSSqm2i9t3UpMeSoNpp9dbXHuqDLHFxQrNBP3OPiRrkp9AX508YF4nQPYqFDkPqUOyLgMA0kek6pMiqQ0EiJLFBQog0CTqkeI11M8fKYD/xQkHVen4ZISo7RghVzcHG5cSuv4r02G3WIUdV8T8WC8rjojRi90Gu+5CewThChfS8GCLjIss3VNefmGdF1CDIiND4ZEJ/MPe0a3F7latDigjdJydDlgDNcPbKKkLW7OrLLSNCahBbqztKDalEci+7qXurT59ROj2i69Sh5JJkCB1N0oScRR4pv+PcnIiJi26ZFbylekjixyncB3tu1i43sefFP8zBdLZq2Uk1sQMtEdo2GsUMWRLkqUT6OajTL5klQulY3GN5ppifJm9VIj3/DBcjdHk+8onQPeqTIft1AMXnvEodqlKR5BiAT4QeI3ePaRKk6wvtE2XxJ2XbbPs81yFE0Oz81zUuZUaurhK0Kbmos738LnVJ0HWoV9uDrjwtf9sUkGyZkJ+QKrRIAoTI9WHVTZYMhrOUCPn9jtUiRJoI3cc1eyE9sTR6W1MoO6d0ENuriZCtA5Suu0pyF1mIlPhuRSFIy4wwOVfWPEu3nxw72WUArh4S6hxLOmjVv4sUXZRxFi8UUmti6k0ddUjfM0uGYscKHbNgUuyPYmujNVGHY+u0RGgXaEiGwtlkHmLk2N9Z8SsllWznQ5dGL/006xqsk4galM1/kAZL3+v5wcnnFONzyshQaCAwttdcu8EIJuQKkBAh6xrTRGiTl2aoYfVw8Tjfj0u5+Ey1LPRohIiOJQMfAP4XruDXw2uea8mnZGF5naDqfaJMKYL9kwx9n5oa0dD613FPt4+giwywHX96SINtPSI0dOG+PhESAmQzxnKCNF5OikRI1KFY5pjYp1AavS1bEvqZumoY5KqQDlr2XVfhmCFbj8gtSynTcAlcOkKU3bd8vEr06RSLHmqCBEqxy8TxFfzQ10H3Y+A5X1a0swm+KyyhSI70ef3S/4Y3fyt88VfBw7+tWn0SFEhYKGRA26FQ+Y4eRUWorjrdYtvY6M5mzWGxtAv899XSLDMkSOKEJI1eKo8K8bkwhMhXidL5S5c+z71heXcXZdlkIUJEYJqS6ei7YmVWEKITc43p7jc2JUJlmALvxGWnCRkqeyyqCNFP4G7szwF/cHunWTAkdQlR1X6aYlMysC1CW7UffW9k223ViLoZhMh2w2FT6rNlVQUWIUqExl0dJ2S72ygZ7l8WiVCIDC0I1xSCvAnI6ccqPQfcY1oVyklQomoKFT9/AeYM0r69+um/Qba2nMPi2J1wRohsBnEENuMv+/20/Z0+AT//vbBYwu/+sny5hgRJewp8AAnwpv8Ej38U3vr98Nl/tVwhKiVIZTZaq7J1laHQ8pYI7RKNlCFbxL6AmI0MZZBJI06nF13JHut77rGc/IzDapCk3N87zfutqRo2VYYqIcUQIUxmFuSq0AVxIrQIbLsJQj/3KfCngOOG+4ndjM8BfhZ4QcV662AdQhTbj6wT2hdmftn57BPrHq+Oi+zuwO+LTLnIsulU09DxQeREqJss6CZL+l1XIUfHCRXrCp17rrIxF5zen9IR4qMVoQfptLjIxCbVcY+B//jaeYYMLbq5KiSESFebDnddkjBglhKheeYmc1uMvXvsKUQlhCQxtKtkRYfTJ8Fnfh3M066QYra5jATpff6pr4SfeRP8gT8bDpcIZbAVPphXxX0D1e2tCblpidCu0YAMFV8KfhB1g6MJEUpT6V2cULl7bOKl1Jv5s3GaQt8pr+wcI0JlKZsFWIUHwhVHL820/XuBrw5t2y0Wg0izGo+wvRflQ8Cnq7+3TYgsyggRNLuuOudZRbCa7q8MTQxg7FhCCsv8J3WPLfs5fMMcqjEUSqmHigKL4MUIdZMFg+Gc/sBRAf+zTVxl55mF0oRoxITT2VmePn8fZ4tkWpMiS4JC2WMaVgmSsf34TJX4+fDII0HOTTbwpu19y91kiXKN+SQoQxcYTsgIUXrecqvLatR5nYEnS67s9XzSH8vtuUXIlRUaRD0afiz8wVc6s35ulleRIO89YWMVQ0kSIVd1LHxBo6q9xRTwFk3QyKpZ4dTNi7TO2J61ItTN44Rmg37QPWaDpoO1hs7HrkaEJjt1VKGQm8y7HE18LgPTqA30vNC6Mq3Xr4oP2hYh2ociUKfWzTZIUZWbSxOikFFCbb+rwOVtkb9tkCm7j8MnMttCqPq0m07Ke6cHsvT5FEUi5D7b5JPNVpPW057lenDlZ43ZQStDYpPKsseEINhlmgB1/XWdi6ybqUILuhkpmqnYIe0+0/dQlpUpOV2WdLuOQC4WV3nERAKLbtdfT+lPumxL4VrsoBFqKlVEyAZ5g09yQh/K9n0RPbhAJ36UBUSHPlKJzFsn+LolR1WobRmTsgdfF1y09lf+tuxexQm5hjnIvkhcr/L5eJ71Oq/7sEkrl876qSpEuIZQbDrkJsug+/wKkRg9DpEhOy+0D+sqCx1vmw+wNDjBdbhM6pKipi9s6+KyCpHdX5OMjrq/wSaqUt1zWRfrkj/rRrzZbrba8UKGCEmV4kTUIRaZe0zGI/PZJhpLX6tHs4lzGQnxEdJzHpins8h0pensHNPxgnAKvf3buMik4nTerYamI0lGlGxAM8AsLYCqeyTwO/JW04MFMIdpzaK8an8JjoBeJisYdvKK2vZdsgkR0utj1osNBXdl2QdXzAaF1rXTdVSkutjWB+DtRWNlyNYbqty7JUImTmiZuOKK8mXiepfvZ8MkI0EDdMd+WeVS6XW+7OHVw2QKj/0YrP4wzPqGCAkJCrmq7N8hN1mMGFlSpPe1DyJUB5sGFkP9IN2yz7p1lYsYISrb/zr3uIlaI/v/EPAUyuOymtYNarofu6+qay+rV7RLt+f2UUilV/WFSpEWVQSyOKFud6k+2/IsMvV5Rp85o3TemEluzaZXfpaYriM0VfPUsukEfuw+/OEh9I/kvNQ5Dij+HDV+nlgtIb8LDj9+SHduO1P7KnN3dVmSJEvmQ/fRvEyOzDp+Yr0mUn1cMcvpcAbDYdZ5NwlhQqOvX949diDdLjHrE1i3jAQVmkGZzY4RkTLis00iVOdcNB4Fns56/V7eXDSIGfJJUK1gt6U5gnGPLROb2qnNjPitk6z35Lx0e0qOlgPmumO9UEC0HX79dTD5aeCdcPXlht1bchIiQDHiU6UQhVQiezx7jG2gqf9ZzmFdUlKXEGlsy3UTIkRQVDh2gdg1fwh4A647kS/fcL/r1CuKfTrfbJVnHVhSVAoVON1NlpkqNMgsUP7J1k1f3NrRJC9zt2zGYDmjNyNXeXQs0AyfFKnp130IfvoBvHMIX/5UOTfyx1xXnQ4NSwIv7vx+6GmfICXevIVHiPr000Pb94LWl+bp9TsCqemTrL9ILycnQnr7Lgv6gzm94ZxLIUNChKy7TN+DxIytKkTgnliyVKUQFT6gY9DtrypDrFcyrwzrhCHE7PSjwNfjbtQ3N9jfzcdR9So5gkHUS+Pb9TcI+qyvjuBVr4F/8tqjrL6FmJKsvLuZntFX3wxpk5GOFcuC2ywxOnoZLOewfGkJEdLuq3WHJ8h7n7fLfh7XG/uH8cnRrhQh6yLbFFWNrrfl4zWBtmorHBH5LnxCuikuA0MMT8ERoU/e4nHr4ieBf4mTGdZFiFzeDql9aWsKJYt8gCxw+uhozuxv/R2m//QbMwskpMi5zGZImUJ5mQsREmLUXSxzOyQEZYZPVuwLeAYvG8B8CS/tESZNWlGamUETIiFhqdhls7fKPm5/5f98lO/7S2/isQ+cZzFG4kbT/YnNCtN5H2OLbpdlkg7qmcpjhBa5GqS2HDBjMJy5znCtMlQVPxRSfELhErF4Uj0/FFCd7TzWLjW5KQt8Enu5Al4H/FuzvUUseCp2Q2II7f/puJv7wpr72CbeBPwN4Dev4dgNyRDUcI3ZOkKYvwfw+AN413vhLT+wyr4+ZgwymVaXZM8roeoiYN2MDGGVobLxAjh6MfTeDMtPSU9uRZGMhMY6tkd3mqr/nkTmWzL0Vlwre4dad5sv60NBj+sjRkJqH8XdZ0ETIhNat8lvtMD5Mf42roZT7PN9W7D3+e245/tXuEuB0xq2do1GV1eWtumwKoMsOX+Mq597D4s3/5C2PplFSoLWyfTytbgKEx8hRTIs1bCAF/fhzU+FT0GtEwq8lhe4TE/NMqU4daYwmOmAg3l2ziG88/XvZvr4lF/8/kezeymEKO9HLCc+msrInZgzcHFKKnhaQi500LTcM3ExjpgwOr7gaDjPyZAmRDJtEWtqmtiEiE+IGMXcZcD67mZZZl3X/wf40ch2TYjOuu39SThF6EvX3H4T/CDOXj16Dcde000Wmrfo4jrp03sWqVLFCq0SOP4t8LpvSkgeHmpzoQL5pDy8b2Z0h4EL0myQRaf4sFc1Aq/NaxKkhxAhIjCtx3Z+bJuXAu8GPondEiCbodCkgWziKoudi2CTa25CrAbAn6f6Orb5G6xDbmSbbdxvLX+/EkeEPlHtv+75xc7lsmTZYSOjMCpeqJuSoKtF1yNEOpU+efpDnH7LP2F82vUIDtgXuZ8R5cVX6hdoyH1l7ZSQJKUkrcxP19H7iBW2HeAIkZCHczevP72iP5jRZZQRN+lcY84gneeu9zP+4Qt575s+wCd+4ScHCZN2q+kwainMKHNsFynuVPUWS4+gaXVofDLh/HwMJ2n5FKsMxR7thVom01O1LPQbhD6u7TSQu8hCB65yj4XWT4CvgkK5gl21t0P7+P7HwC8Cn3otR290l3Mmv/AaumCVBPpSF7uTEiEJmn7Opw3TAGlbBj6UbFmshuqMWlL+BVBGjoAi+YHwg63X16SmbvyQJUUD4Pns72Hcp4usDtZJ+1z3Gp6ZjrdJOCy2pe5si4AKIToBnmOW1SFEVeewTTVr97BxQt1kWQigPjLKkE6l7yZLxp/ybPrMSVKXGPhEyEKrHt5yXT1a/rYkSbm0ZPnlDC7Nbe8tIZlCR8fl61OxZGFAVt+tN4DBcM54cOF9dPZTCqOzyJ78MV0+9Us+Cffyn+f3yFhlt77NSht4NEn2qe+TZOcNmNFlyZiJR4lm9JkMxxydTLg6P/YVIkuK9D2yJKcstorAvFDskPf+0Ae7ZP12odvbIzTrnuM24WHg067t6Fu508vkKEuv9wiR2rsQIakpZOtY2DLwoQHIiZBkhMQe7rLBnVE6DpGbbcISoX1li8XqVsiyEGxG2bbVoRj26UbbFik6dEKwTiA73BXj2y2pEivuMwma7ndn2QvfEaKiClQL9nvLvoT1ekr1ESK0WPiE6AIYDR0p6inXWvGC0rEQhiEwgPHwimUyYdnteuRjyYW3+ZIk+PEr196XuKiIq22R2fg+A0Om3Gnl93LMhAkjRky8MioX3QmT4Yjp8NhxfHFjyfWIWmNVIMizx6reCXXIUOZZkPCKsvdGEyVWcPcSGw4FDdxk4R910e3SXSxZpntKln5nfG4dlzm2TI6yADrdM7EuA19MstTzA8HTUP1QB8kQhNPkm2DdF86usc16Qpo8HCIBWDclfV1StOt7UEVAr9NYHuLvH0aXJUvyqsn5/IWvTARIUVZPKE2l97sh8q2SPt5a0AqRJTNL5xrTRMh2A3n2AEZpnaFeyM5ZL7nK6O0kMOpesnjSJLOx+l65gGbnuAplg4HvHhRlp5+ONbTSFNL9JUZowpgxF5mqJHFIE0aMT8ZMT6ZwnmaWnZATojJlSE/X/WAOeRQ8F1nwhcLhvA9uTls9FGz0GbhMfcrLRBpQuLCWJkKz7sCL/cnjg/LCi7pR6toWheBpqwwRmNbzvOdDZjR5eEN1ayBvhbrk+nU/jPanve1KiIVVuWKoQ4o2ufayLJNDRLUauFq9fD+nsiN0u2Wq0DIbd7tB53ymDtmqyRq1U/jdyvk48o4VImR1iB5AqhyN0iGkzBdcZunQS+CUKcsn5QUW5brmaR9k+uMUb5c2XsrFHVlyJFjSLShMmhBJgUpRqHRO2pgLpw6djJieDPO4obquMnt/Y+ETVcQIKKpCMRdZXbuh21xdu1W1vxaC1apeJu/GmrhIqDFCJEW2hAhps+K7yXKCpAOpZXDHChiY0MOup0PkvTFi1UTlwS0jQPskRrZOxTqNahuNcZ8oU+eaXMsufqNtnNcmCN2bOtcZIkQ37bnI1aE8eHepF4a3ETKUEiHbObWvWcczsASezVpDhFwsnSpkiZA2c5c4N9nigVv3lJQQyfHscZU6ROJ+1dPkPKsJKoTPuasuCqEKbhfhTDB7n0KEUfYjWlROehwBci4yXcbS9UCQFWE8mUKIEGWqjblJMh1zf9UhRBlWZoFuX3p6EZkv2FVbamLHDtWzcT2o3Tyfzy/wczwr+3tB3hHiotslWWpClGOZuHRKa050b8lWIdKZY4DXEP1MskROJqwIbQWazGgSFCNEoeX7QFnjqlI9dh0nsuuA3Fim2nW+vKt+93XIxb5jq0K/28346nwHL+b38lPZ39Y91mVRIERaMdJ1b0LqkJ/msSi88DWCH3FlKPmAk9n2FZy9llNvVkaINLSbTKZTDIHu4pzuk5y6M6PPOI3bCX2M6mvVCTWWHOl5eh3tLnN1m1we25gL5gwKQdTOfTZhMhgxGY7zIowhV1nohmniE0quCZEiD7aLJimbAj4pqiJBdpn+0I61t13a55YQCTZ2k2UIiTbdootLalAslDnJCywOsnpDmhiFvkyiCLnIZNzYjleRnNDXcx0StG2i1KRyaZ2K1NtQAZo8WjELtg4OQb24LcbFGuJLVqtXXNfJbIwYWel2/ectIax2iAvILctf9Il68WvoriyWqQKTkZGauFzkQdO6kEeohWTLywgRFIhQerL0FvDk5ZTB8TztGSBX8mOwJMhOh6BjucQ9Ji4yTcL8FHvVKdNwxuVw5afZh1xlcpNiBXjXIkF6bJNhQlS1CtrWSntbN5HlZnyo7BN1XWTQkAw9wvt4L88sSM4xUmT7v/G/qxIzX6tCg4LrTOCn1XfKXbVrPxv64dTM2ZIjzHpEltfBOi9Qm4L567hqx08z8/eNdY45BT4C/E6zfdvArxf7UA53A6sO1YV181SpQ5ogxerwABvdxhARsupQj7yEa1AhMu4xdYJZ8HZnBsfHVxwPpqySaZb8EoLhkIW6lQCS4yL7WCaSTZzwS++Zk5zAk5+RewIGzLnA7/9NCFNW3Xs4h+EMkmGxAOO5PQHCBChEhjLoLjZiWcD3gPcBz1YHirnJQvA/MsLlRuoSotZGbgNrN08rmQrb15VerWtLf2k4lUjS6ZMCIcpjiXKlKPqFUhUbVPtZCcUGaaIjuAws25QQrRtbJMeZAG/EFRX/m2aZYB+qybqP1LfjLNmfxBWjDO2vbfTXA3ffV6svvd7T2ABNsr2K8S55YHCsyrS4e2JwsZNXfhxPLKYnAuuAialD2fwql5lVzaVq9TEwdNlmvW7EathLtZEEALJtGqjNAFbJFd3FlP83Sfi7r7yCoyPe8ONj+syZMYj4A3IVrsuCbtdVB7+SexgqwKivSw82Rd7GGUWVIPDVoL8PPI4rbPppNM9MDoVe9PBJT4gQtaiLJqoQrPHmeg6/DMD7+bhKt5WWWIskxxZaTDzSYzPOvGHZ0Aevjc4itEBwaeZb0tOE5Filp6yTvoVZZx2V6BSnCD1s9l3n+CHsO2D2EeCngI8tWWeb7rSbhm38FmX3K/683mQS9A5eDMDzeHttQmQDf4sadrSDoKjLLN2xg83yspAXejib3UNIHfIQI0TalSTdfBynw4B4NxeC0CXK+jYuSQjLAjoDt/unHC951rM7PP23J6W/S+k7xt7HWMxQrEsNjwjVIUGoZS/C9aX1WyhS0zr2OxQrVIcQtahCUxIkWFsZ+nh+jffzcQBBxcYnQTpmaJAFTxddZDnhCSlFsj8gryBb931YuFLxzYZWWNfVVQeh7DMbxGZJUl18kdleH9Nineu7orw7u03u2UvSoQkOlRwdSlBinXMoy3iD22KI38ULahGiULq4JUU2Q0pXV7bBwmDsYyB4Od0w+DLvJZgSiPFIFbtcpiX1/ikYQrQgd5EJGRIiVDe2SRMg+TtVgbLx0F+/s4D+asW3vH7ABWMmgd2GQyu62cfwlZRViZ0PwOUVLI7iClGGqrggKLrNXg58dmCZhj1B+46BnPzI8pYQXRc2euNrQiQBcYKcvMS+q/L4oDIXWZAQNSVCUdgspBAhsqpQyG3WFHa/el7sfKD6gkM/57aI0AdxrqznA58XWee640sOlRyFUNYj9b5QTZZusipk8S5eUBlDZLOh4tbLkiT/b4tl0oXE1GELxe/Y5bOUEEU4nI1Usa/N7HW6BO7DQ0vz5IlScozLzBISY8maPUe9jig/ci0Ds94iXSZERC/Heg3yRJtZGjsqXXLI+2A+7btgpLLYn8feCe98JZx8Dpx+bZEMZahLhGJB0rG/Qwj5EssCqC0hgpYUlWNdVQi2YHmFEFk5s07wtDUn+bY58QlllgF59emqqwtJqQtw30ghN1ndWxJyncW2b1qM0cYfCcq23yURAqcKdajzAj0cNCFH2w5O3MTlGdvXfrFavepajrtLVAVVa7Un5CoLWTAgqnMXoAmQtU1WXanhJhPE1CHvqV4C5/AQ6omapfMfAE8QJkM2zsm6wYaB9TQB6lIgQPl5h0hQPyNBQoTyStRjZtMBnPfCbq+MFC2BDixn+Q0KkqEyIlSX+GwrXkiWxQiRXbeFxiZECLb0GbqM7CZEhKy5CKlF/va52ywjRnWIkEbIlwxsTohCWHf7kAIF9VxodYlQU+iG90zgH2xpv9eFdX6XugQ2BkuKruv+hV6XcdxGIiRwNYfCsSq2Zk5c0y66y4rbFV1mGSzBsPPlz9TUSaaYRiiyRcb6KZMMs4wjCCESAiEuMiE2lpRpAiRkKY0BysZ6mwoCJNDvhAVdRXoGTBi5DloZe0RoPutzeT7Kic+5GrQ69NDvg0d+HCaDYoZZhpWaDilCsBkR0vupavdlGWUhQhTCTbbNm2FTIgQ70OQtmakuU5Z/a5XVF/LiiXRXHE2uylOG6mwgkIeyruusLiGK7aeKEFWd864aRd3uLa7TVbYLbEqIYP+Gal1F6pBdi9tDKMg5XDgwXAxE78e3VP5+gzFKNs5G5mmC1KXgqhK9IIRLM5ZpaY36rB5bwuK+iyHqSbzQOXnQtCU+NvZHLkkTodAHp730dPkqSbtnUnbd74dsnFadHjNhxIRxNpzdO3WqkCZAsSrSV4Pi41z42WN5eWWusSpsqgaHbGgdu9qqRptgK2+tZ/Mh3sszs7+1iyteTyh3jVnCU0qKll1XY0gQE0iSiiHbrhPYWLCO26zOOjZOKOZGqyJE+8A6Dey2EiLYLVnY1z0LPUd3gwQB/Ayfzov40eAyPzDaV4UEZQHUIf07ciDZmU96DAHqJJBUuMwsERIuYJ0tsk7269+H0RTX8/0AP3jaKj+h89dESLvFBmoduUby6UUXZgNxf/lVpicZAXIk6IIxZ5xwxikXD0ZcnY/japC++BAJqnzErSoUwz7bSsiFVnf9Fk1QlhrUCJJyX06Eiv0+x1xkGh4ZWqRuskXiN4AqhAiRB3GZ9dLBTsvfqHGi/v4Z4J8DcwqtPzhd9sBu8jDXIWQtilgC/x342Yr1og/QAaPqN/eXr1ZftrtTORC8Lc1cjOnQNoDaptBri+b2EyJEi/wYtrt5t2KxEKKdllWNaYzlOGlHj7jHLnBVyJ5Ip8+A/wn8XeADM3jsPjxxH1YPcLFDM3L32ZSsIKM3LNXYXpP9W1/XIO24O1WDZgwyEiSEyBGgU844zf6eMGZyPobzTpEEVRGg6OO/aDDd5EO0Z6brxG6Gwt7LsAC+FXhrYFmTc71JMaBhbMNFBlskQ5ATIjETGtqcuL99ATqfV1SIZJ9evFCs+rRFyCdfK4YoRII0QbKE6PW4CsrvMOsKYtPX8VLdByG6aaTrw8B7gO9tsM02SdF1qUJ3jwgJ3qZKOVglx2aS5eu4aev41/vQ0CSpEokZp9O9Go9GiBQJEdKDEKLXAx8CfkzmzeDsAVwKGbKEqIwA2fOXae3uSytErxKYD3ueIlRUhcaZi0xI0dn9E6cKheoFxYZKlN3YTUlCjASFjlv2Pojt433A24Fviyyvq3LdbGyLCMEOLPAjvI938gmAH0Atf7txsY6QLc4o68m6Gl6NCfvQh9Qf6x6T+SIBe/uwQdWhbLGQ6+ofAm/DFeOy3v06MScxN1gTV1kTRUn2ucuX8E1ylz0DeCHwO9bYdh8utCZobgTvEgnS+Aleyh/iBz0SBEWyEwuajhEiW5G6u7gqesBjtkovV+4xG0Rt3WM2J0ojSbcVl9lfAB7F1Xp/QlZKj5V0Va/30oSr+Jyct1a1AqrQbACzrlODRBU645SLlPhoVehc1KHlmPl04FShJr3Mr0WQ1kUdG19FdOp6DgA+AfijwCdWrGdtwaHUQNsM2yRBgp28qZ7PL/B2nldwj2mXmGARIEju72Kqvhc87Tau//xVeTcKhEgyDfTDE5tOcH1q/dbACYWywQ7lpQk3i7DsEh3gpRvuY11StGtCKgirQneVCAneymfyGfxApgZBuOiijR/yA6l9BSk0vxQ6dihgp6TWUIgQaQJ0YebbQ8i6A+AF6freoWYuRmkEdETV0WQiVCzSnrfMS8jjkIZwOXCq0IRRqgaNMldYpgBxmsUIZUrReRorVIcEVZGf6E+hP3iboKxWnN233qbJ8tB6HeDP1DlBg5YIxbBVN5nGC3hXNl1Ue8I5GkV3mZmvu+EIfQFohL5OEvx+bEoRSrs/dNz8B/12YNsxRbuIATgkQn79+BE+K0iEmtQactsuvH1k+9RuJg1NgsAnF+m0jheyv66uiHNBHisUGs5wKtAZvttM/z0BLqa4FHzJNKujrGhFSDpN1VWoBzAfHjHpjtPU+THnnPqusJQEnaXzJ4yZLwdOFZKwCOsei/U6X/ZuKIWOF42hys0VkvxkvdC6seUWbZvdJXZGhgBezDs8ghMLmNZusFhnrBmZWiQQyyYT2Ge1Sope692lzdIuH9KyL/t9oM1MWB91HqzrJdx3XRXSeAufGyRCUOxyoxsgRLHYoWRZI2bI2qGKUmr2HW9J0YWapwdNgp7AJ0Ty98XSEaJVsEf3yDlrRciqQgOYHucZZDpd/sLECZ1xmqXVz+kzn/bzsIgqElSmDK1touUHWVfNkWVlJKhq+xaCXalCsCdLrFUhDesW8zPRil17mI3D0xqxuCHUuFEjKSMjVRVANtl3EzQp9NViP9DPvQ0cqYt1Sxzo7UPzW2gUXVw2JqjoItPrJ2Z7QaL5kH1Rhz7eZBx4RGRTTX4WarrKkoRCa+VQElfUm6Up96IQyWBhVXetCg2BY1gNnXvsIiU8ki5fdI+dZu4zV4RxkIdFNI0VomR+4U7GUBVfY18iVe0z1N5bG30o2KkypBHquFX/rYswCmy6faHytCVEMQMTMi523OBKcljPvDZTZSe6L1x3RsFNczPuA2tLkTXQ7LduVaEwdOyQ/O3GuYtM/rbzZP1Q/FCly6bBY2GDprUaVBfWjabJ1CVOHSoQCk2ItIo1IFeFBv4wOXbuMV08UdcPEneZX3F6wHLZdS6yaa++iyzm0lvLVWYvtCyWp+yHiylBLRFqgl2qQrAHMvQS3pZNW7VHu9A0Qt175G6yrvMfC+oYl7XePaEO/ASxku16OrRNaHof5Og6CFFLhLaPbfyO7nlriVAY38cXenFC4fSPcL9j1j2WEaJQjaHixj4CzccGS+vxup89mgxNMIRoAauqgGSbPTbEU4kuB9Y9NjLp8zk5mquOuWfaRVZFguqoRkTOvwBLUEI15apIUVXM0Lok6O7a1F0TIdiTMvSZqjBUWTaZdZXZlPydoBEX0aZH/x2aDh2gKv7HKks3NV7o7jba3aOuOzb+7LREqBxv5BXZdFDhUct0jJEg5CrrbPjNc5luHyNEm+zeqkuZ621JHkitYQ8m73wTMM0ALk5y95jEAmm32EWqCPnDgPly4DpknQ58VSjUS32M+JQK8is7g7i/0hIimVfXPm6qAu1KSb4Z2AcRgj26yf4EP+T9XZ5GXxEv5HYQx3IG7/kmOHs0/hyVyqghVcgqPVVE6LJk2h50H0RnX2Tq7jba5rgE3k3z3yaUU9Rim/guvsS4wxYFhcgGTxerUEsm2ZXbqbygDcGYLeCb/jc8eh44kUVKSPCthQ6Y3tQZrklQYb+x+BvIVSE9rVLpp8euppC4v/yK0qOs1tC8MDhV6HLah2mgtlAdV5m6f+sxxSqFSM+vGuqiSlm6bsyBn0zHtw97vdOfz5sB+Ha+KJsXyjbT8zVq91b/y2+Cj/ww/OqPwvO/O75eqXwaI0L273WIUGjeoalC6+CQGu5NwFtwpe9+CfiTDbdt/kzc5p7od4HvxN2vv8q/AuIxQha1K06neNPPww9/EH70/fDdn5rONC/xxdK3GlbJ2RQ242yUTi9CZEIyx2RaD0oVkppCOfkZeYRIgqXn+FlmM5QqZCtOa2VonaDqxkjUxroPyXV2etPt4+uBd+I+4HZvS/alCAn2pgyF0MT9FUu5D+KZL4PTZ8FzvqLOjiOqEJQToYVZZr+rCEyHllPyt55nTzj2KdQUsQbaVNa96Q39OvDJuN/ukS3vt/j8tERofZTFCGliZIOr3Tj9LUJNNJ33smfBsx6Gr3h+YJ2lU2e05ZGYnm2oQvpUhFzJ394pxzLJoNjLfRorNOnmcUF5JtnIS62XmkMXWeB0n4sHI18VqiJEjbvm0Mp/HVj3mJ7fZLjpeDHunr1450faNxGCayJDr+S/eMqPrTNUpg5dxdQhnR02eAhe9A3w1BeG1y1tKJrsQJwI6Xl1SFFsuTVpoW0wy94CfAuux0K7bN/YZUNfAf8mHUI+/puOjwe+Ih3vDi0R2gzfzGuAeC/2sswiRKBCeGgI3/AZ8MKnh5cvFkX3lbVEm8KqTtn8RRpELbBZuLaj2TStfj48ymKAvvlrHufL/8j/5f/9xpGnCvlqUL+eKlSH/MQKMQZhfWp1EPtQXAGvSYfbaK+eC/w74Hk7Pcp1ECE4ALpqU+wtdCB1JUJXY+eVPu8ryklPXReZXdZEDSoLhBX8Gu5T7QFwYtbd50+662NdAR8l7x6lU756ixY7QjiAul7HrF1pwnW4kf22MM0/5qzfFmqpTSEXmWSRdV1nrJNBHjD96M8+znwOH/3NI4ZP8zPIhBhlY1GFdO/0VYpQmeusgJAqFJvWd6UOlsCv4uzUFcUUwRaHjGsjQ3+D/8A38tejy2MutKNkyRVU1wmyRiW0fqHBhMhP2fdYHVJUFT8UIkFVje+LcZbiyRXrrYs6LrJ9PDpd4O+l09fq0b1BKHOxtlgXr+Mr+Qd8FborDoHOKsvnpa4zW326bjiRsVeh8Jdt/7qWBJXuX6tBOots6Dpjld7oZwx49Rt+Hx/+6JCjZ3wcjxs3mQwzBkyWY6cKnQ9zYhMiRCHSU5VdBvghEBC22/bqm2hvI+Db0+lhZJ22TR4qrvUN8xq+GQi7wxrBkp5YhmQpRNa0rqsQEQq5uex2oXyPmHtNN7xQo7RmqkecCO3DXbZPDn2cDi3WQesi2x7+GV/r/V3VAaunEDWLqXYINLOQK2vbCL6urTvMDooYzYe9zO11wQhGI4bPeFokdkgN5yMuz0eOAGkSVEchirnKMmi3VUzh1x+wMr/qDtmssSelQwzrZprdDVyXiwwO4HP7K3ldYV7twOoqElS2fhC2QcSIUIgwEdi2TiwR+CTIkqnY+TVFqOE1ITUz4M3AR9Y8fot9oyVC28dX88+x/ZRplSgJxBMVUIfJKJKRJH5LXUezqINY9EynTH2XqtNprNAqcen0cwaKEI1Nh6xSY0iRo9mY6fkYzns+CTrHJ0R2HCVGE+AbgPeQK0JldhzCsZsaevm2yExLjATXSYTgAGKGBGVB0wUkKn6kyk1m3WO14n3rECIIkyA7v46LTM+7bsQa5TuA9wO/AiXuzRbXifx5Wq2+9PpO4w4i1ns94PdLVm9nORLoJdnkzlFKsKwS1DV/KxfZLI0DmtHPiI91j0ma/dnslLN7p849dg7cIydCdqgTVD0F+D7gbTi79R0UP0qrbLeGtc11e7RvSler+kKri7ps+3Bw3UQIDkAZglx+rlKEutqqhFShplmMpeuVBU+XucRCLraYiwz8r41Sh/c2LmqN9QS/B3gG8DkNt2uxb7REaLf4e/wboH622NpIbVnS9Uv+7UNDKFgH/TFZ4ioTF5koQxeK+Ih7zFOIlqdMzsdcnY99IiTjMlIUUommcsJ/HFey4jWEQxqgqMDHQhTq3rFQfEbTl9Kmv27dd8a675ft4xCIEBwQPfyX/H0A/jzfFlweNDxN3/shdSgh8EzEFB6rDMUUoiYB01UPpCy3QnmTRtOkbHwICXAK/OkGx2xxHWiJ0H7wt/lWAN7AFxSyx7zg6jr9krmNcqKBP+4kMOrCaLlfZ0qPVJUS0xPKIpMii0PXO/2sO/BqC52lnbDqHuovVPHFs3unXN47hXudIhGScRUZ0qoQ4NxiJ8A/Ih4fBOUkqOyuWDR9EVXZ/G0pRIePQyFCcCDKkMZ3BipbesYlWUKy0AvrEXI7ttNRxLIPYkpQ3YDpXTDzTVShMiLU4iagJUL7xyt4IyCxQuGMsgxNm7siH70k70u9qdbQBNF9BlQgS4pmA9Le5wce4bnQLrGUEE0YcXb/xCdCMlhCJNNlg0eEFhQ7GQnFB4H/o6wTk7nOr1Dn11uH9h6G0lMXh0SE4Ca/6ezzVGYhyuZlypCuYdOj/GuhKnYo9HfTOKFtfQPa/bREqEWLg4a1a10YDWE0c8nbY+AM12ovQttvCAnnTXDB24XYID3dJVOHJsfDtKK0jg0aFdUgTjl/cMo0RIT0IERHT1tVyCNBun523bhOPW8bsLa0bN9Bt4TZ191QiA4BN+pt102WdJOF/3jEriBEjspUIiBuXqyPOSa72nWrSFIZrCtsETphhSYkp846N+rRuPNYrV5x3afQYl1UfcAledyQkJRRZLOdw4YapJ2yroZkROhCEaELdJHFNF5odsr5vVO41/MJjx7K3GRChjJckndSAmE7G7PRFqGwhKqbAXE7KvNjNr+KEN1OHJoqBAfoJgN4I7lhT1QKaz5z2TyAOkaEgoSoLiwpqhswvSnqqD0h2PVaInQb0BKh64V0QK3RtLPWDCVu/KTrSJAQoRHbjSFK8AmXFzOks8cGxWFyfOSRnwszrd1jk/Oxnzl2jyLhsfPs34BTgybAE+RusYt03oRwcou20YJQwsq2wxjK0ufL7O0uo8Sux84fIhGCAyVDAG/m87PpqGGp6zivIkBJYSK2QoqYOlQVQL1PybOKMLVEqEWLbeGz+JHNdxKyT+l0J3HEREjQmJy07BKJjQ3Sf6eqEMcwG/SzTle1m0xcYzLv/MGpK6x4j2JckB7sfPk7yxa7xDkLz8gJkI4TuqAYNxQjQXVhO2kNzW+yD43W7l43DpYMAfwIn+X93e0uSZIlR7ZwR0gZsipRzNAEn0EbqliGuurQpqhL1GB7ylGLQ0erCh0OXsLb4gtD79wSFShkp5IkJ0EjNWwL2up5OkYgWDobjp2LTFSguUqnd0rRSBVeHDtVyLrHQq6w0PwF+GrQE/gkyBIgGezfTUjQLlxYTdWe21OQ8VBVIbgBb7+38RKex9uL6lCygqRmx501fPJ5EPW6t2ST+KBtYp04oYN/DFoYtCToMPEC3sXP8az1d1DysdZLUlfZ0idD2wqztW6yJE3rzxShNIVeSBDHKBeZLarou8kmjLl4MPLrCd2jXBkqECGJDRIlKFTuRJOXqg/F2F3bROkJbRs6TuhX22f80H5t/iGTIMGNeAu+ixcA8HG8v7jQqj9lylBlvBD4HvOmuRqHSISq3GM34hFoodASocPGI7wPgN/gtHrlqg81yOJ1km5KiJa5u0yGXVianrah4hIbqOnURTYZ2GBpP3B6olUh6Y2+ShnSyyC9Qh0bFKv9pmGTUJLIelXbWcRsZtMg6usiRC0RCuFGvQl/jY+HY+hPn+AqWUCiHr6yKwnJ0SGSVICk2NvgOwsbeEdkvW2j6uerGyfU4iagJUE3C0/jzPXX9aBCwdbFDPW8rlqmIG4y7S7TuVTrwFOEZNq6xLQilA6Xx3jk54yTsJtMq0J1hnsEiJCQIXF9VYUiiP1O1Drb/BjsRabL1q9DiG4HbgoJEtwoMiSYP/UhOufpA1QVL1RXGcoIuZgCaXAhVNUh2iWqvj4EdYjQjfz57xxaEnSz0XnKCjQhCjU7W3laI7VdnTRuqDfLidCY7alDYvkyxUlVlxYVyA4XJ72IIuRPV6pC9yi6yIA8JshmjGlVCHP1YuuECIVIkF5H3wFB0yr/dVGHEIXUoW06Q3eLm0aCBAcdQF2G1e/ssXqkZIWYGlRLGSrzu1WRig8AbwB+s+TkDgFVjaIXGW4b5sB3Ae++7hMJoiVCtwTPWMFzV/nfZd0whvr+SiFxQ+Im0+6ydVrnB3FP/+MYxakLHe0aOyZIiibdKiLkeqQvVYXuBeYBjgid4YjQGX72WFkavZ5X1UuAxr7idUK/VF3FagZ8I/CTaxy3JUJluLFkSLB6EWHuQmA6Ns+b7qgZTfzGsu7/TceB+Ka1EXqI9bymqlBZo6giPbeNFP0S8CvAm677RDysVq9oidBtxIsMIdKkqIwgKbulu+YYsVlm2XvT8S/jK0O9BK+6tDekpOhyADP6TBhlafXSSauQojl9pwpNO0XCE+pfLKsqLcHSQohstpgoRjaNXmeOCTGyJAji7rV1CNE69nBdG/pu4BeBb2+43W6J0Gr1yTeaCMEt8ZOsXgId+y6Lucow00FlSLvJYnFDl2qZxkuBR4Hfvd7FeOewDjYlQnVxW3zdzwY+FTbJAGrRogleuoLvNW6zMjFaiEkaRA35J4klQ01jh16CI0IvxIQah85ByFBKkubDI+YMWJKkJCgnQvOs5/oBl9N+mPRoQqQJEiv8GCE9xKpNr4uYG+1Q8Xtx75jnB5aF3Gst6uJWkCGA1ee4cec7KBdSysiRFzcE+Qs/tEMdnKfNzwD4xIZnvy1U/Zyx5esagqpS8zcBR8BnXPdJZGjVoDuCl6cK0X+oiCUykLihZAHJMkyKmrTGAe71Oiw7fISsLZNuSnpy4iN/zxg4gjTrw3RQJEKWEMkAhJWgsnR6C/2hGrsqbbdjhKiMJFXZTH3cGEFp8kEp63WBL6g4rj3e7l7zN10N0rjxbjKL1ZekE2XKUMyV5sEu0DvrqXlQbBi7+sqo42tueh7bONeb8lV12GiJ0B3EX17FlSGdUWbcZOC7yjYpxKiLichpLOR9GqpRmK606DqZakk3GxZqeknCbNp3LrIYGYq6x6waJATIptbreSH1fkHRTRbqLkmmoVxdqUMs7DrrkJFNFJ7Qy2/7uE1ECG6RMqSxerUbd74mnVGlBunprPii1BnSbrILs3HsC2QbUuWm0m1bT+imoCVBdxyvTlWir1YqUSiIOh2ShSNEi6VPiC7VuEw30bCEShMiFsASnwxVFG9ekmSEaE6f5SLJtwmRHz0f8F1hNh4oVtl/U+Ig+9i3jWyqCh0GbhsJEtw6ZUhj9dWUq0GV6pA1DzaryipEdtt9Yp2GvM1zbNWhddASoRYZvmaVK0IaRinKXGUqq2xddUhv65nEhJwIzdSgyFGyjHdGu0wvYrnohnvC0CQoI1gr/Jgg26+Y/dsys7rKUGi5oKqO3Dqos70+7iIy//pxW4kQ3AG5YPX1btx5FXGXGWraixuKMSgRlcvqWFxnIFsdVWhfNTRahNCSoBZBvC5Vif5iJzc1s3SZ+ruXwCKB3jK3QqIK6Vd8WQ19S4S8IhqalAlxmanxDPrTS/rHLkpIHGNBhJQlqwwB4erSlvRoNaiprQklvFhs+5UYO16MgB0mEbrNJEhw68mQYPVtbtz5QuIxRN7dKHOVyd9laZpJYN66KCNdVbgzP/GNQEuCWtTCf0pJ0cs7fgq+cpVJAUZxj8X0DksbtGtMxmP8z7zsWIIl8EAN5zCYQf94Rh83dFl4YdQZObK2NRqPZJUbfUWXZsMyF5kNYdCoaz83cZtVEa4QEbLbHAYRugskSHCr3WQhrL6bqC8eCDz/IVeZrBgKpPbMCZspMLtqELt0abXushhaItSiMb535dso5SqTAow2o0xXpa47aGUoUSn8BRIzIyNEnQcw5oIBcwbMGXOR5ZaJUtQfzmqGJGho4mMR+wi1pCnmKouRrTpZapvCFnpsidAh4U7KBqvvc+PO76eioZa5yuTLQ9ccCuE63WXgPumOyItJ7gNV7jKJDejv53SuGS0JarER3pKqRC9QrrOlH0gtBUCEFOnXrtU4bMFGTaQS3D471uzJjiTO5wFwH8ZPn3A6OPO6ZB0wy8aD4Zyp5O3LOKjEow6yCi3AtyllpMUq9HXJRex1uMJd9LY+bGNuMbvsenDXSJDgzilDHkLxQt58cZWVdU1RyMEIHOS61JLHgK8F/qOadwjKzX8Fvg5XSfV2oyVCLbYGnWFmAqm1OqSJTtUgKpJYsDHkBRdDHcUuyYOpH8Dx/StGTDjhjJHrhSztmtWN+4M5DC/9nu5jqjwfxtXQ+bot3bBQCn2Z+hNTjv418BeAd5j9EZgOnUPd+KCWCF0n7qQyJFi91Y07z6Mo/hQEHV2A0bbiMv/1ZWC9fUEsWexLa5coU4eGwBW3/fFriVCLreKn0nb8SZ1MHZJAaq0OSSaZjrAJKUM6TigjRF0TPA3FZmoUolPOzHDOPS4Ypz2U9U4uuDzp+YTIqkWgDtoJHFTQ1JUl64X2VzeeaIyzV2UfknXO57ADpe8yEYLb/jaqidW7oPNsItKtJj6hrjlQ88sa8LqEKFbLqA6eCnwVhycAfi7wcvbrutsfWhLUYqd4zwo+oQML6A3gcuFcZmOVzLUgJ0Xa+oCvZWv3mPRJlphgbSCuED2A8YMp4+MLTjlPh5wYjZkwPplw/+QhOMGRHxlrQnQO8LuAN5P33Lqt11PM5oYqToeO+Srgr1F069dNaGndYjcBLRlKsXrUjTtPw6hD4iqTTDLwCZKOHSqDbWjrNoKm5Kis98cQyvbZNP6p7L60RKhFi7XxC6lK9Ns6TskZwsU0T7XXdYaso17+tu60Hs5F1tHmDbOhRqoQDR/A6bFVh9QwOOP+ycNwMnREyA7n7vyZ9tKJvjrLWCbvNiC2Sd+dBWGC0yFMfsoIkbV9rRp0yGjJkMHqN6DzZIyrTCtDOmDaqkMasTR72fG2avJUBW83+Ymr1g36D1vQkqAW14QPr+h9rPuwEHeZhW21mgzpCMjMRWbjJ0PfU2L6UoVovJww7k4KROhExg+fcf7wEB7GCT8hQjQFeIhwbI8UELigWVC0wK7fM8ua2ElrVzWpisUilZ3L/tGSoCIOzX9yEFg9HluizYd1n4VS8PU3mZ2GOIlZB9sgKXX20fLnFi0OCh9ZuXT4BEYD3zrVDaTuAaNh6iLT/aHFiJCensLo/JIRPhl6mHs8mXuODB2fwcNTR4ZksIRoiJwJjhSFzlKHim+CXag2VUToMIKkW4TRWa1W1xFd26JFixYtWrRocRBolaEWLVq0aNGixZ1GS4ZatGjRokWLFncaLRlq0aJFixYtWtxptGSoRYsWLVq0aHGn0ZKhFi1atGjRosWdRkuGWrRo0aJFixZ3Gi0ZatGiRYsWLVrcabRkqEWLFi1atGhxp9GSoRYtWrRo0aLFncb/B3EP69jCAl3JAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(figsize=(6, 3), nrows=1, ncols=2, layout=\"constrained\")\n", "plt.title(\"PCA of Gradcam mask\")\n", "\n", "for i, label in enumerate(dataset.target_labels): \n", " grayscale_cam = all_cams[i].mean(axis=0) \n", " grayscale_cam = (grayscale_cam - grayscale_cam.min()) / (grayscale_cam.max() - grayscale_cam.min())\n", " best_timing = grayscale_cam.max(axis=0).argmax()\n", " \n", " pca = PCA(10)\n", " # pca.fit(cams.mean(axis=0).T)\n", " pca.fit(all_cams[i][:,:,best_timing])\n", " component = pca.components_[0]\n", " component = (component - component.min()) / (component.max() - component.min())\n", "\n", " axes[i].set_title(f\"{label} stimulus at t={(best_timing - 75)/sfreq}s\")\n", " im, _ = plot_topomap(\n", " component,\n", " info,\n", " axes=axes[i],\n", " res=300,\n", " show=False,\n", " outlines=None,\n", " contours=0,\n", " cmap='viridis'\n", " )\n", " \n", "out_path = os.path.join(fig_path, f\"GradCAM_mask_PCA.png\")\n", "# plt.tight_layout()\n", "plt.savefig(out_path, dpi=300)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 11, "id": "67ab17e4-82f4-4527-9126-e5a21398a20c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "explained variance of first component for label Auditory: 55.57%\n", "explained variance of first component for label Visual: 71.85%\n" ] }, { "data": { "image/png": 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5nd/he9/7HsPhkCuvvHLdLKI3velNnH766Zx88sk8//nPZ8eOHbzjHe/gIQ95yLqZXWsJw5APf/jDnHbaaTzucY/jWc96FieddBJhGPL1r3+9Ld27+OKLueyyy/B9n9NPP33dfT31qU/lNa95DVdcccVuGU/CmWee2a52eFd5xjOewQUXXMDHPvYxjjzyyBlX1J749V//dXbs2MHP//zPc8QRR/Cd73yHd7zjHTz0oQ/lwQ9+MGAD6Y866ih+7dd+jd/93d/F933e9773cfDBB3PzzTe3+3rMYx7D4uIi5513Hi972ctQSvH3f//3d6nE7qtf/SpveMMbeNzjHscPfvCD3bLUfuVXfmWvxsPDH/5wAF72spfxpCc9Cd/3ec5znrPusf/4j/+Yq666ipNPPpkLLriAIAh4z3veQ57nvOUtb9nrc3E4HA6Hw7FBjMPhcDgcDsd+wre+9S3z4he/2Bx77LEmSRKTpqk57rjjzIte9CJz7bXXzmx73nnnmX6/v+5+/vu//9ucdtppZjAYmIMOOsj8xm/8hvnyl79sAHPJJZfMbHvllVeaBz/4wSaOY3P88cebD3/4w+a8884zRx999IbbvXPnTvO6173O/NRP/ZTp9XomSRJzwgknmFe/+tXmtttuM0VRmM2bN5vHPvaxd7if+93vfuZnfuZnjDHGXH311QYwH/zgB+/wM49//OPNQx7ykA231RhjzjrrLAOYV77yleu+v/b8P/ShD5knPvGJ5pBDDjFRFJmjjjrKvPCFLzS33XbbzOf+3//7f+aRj3xku82f//mfm0suucQA5sYbb2y3+/znP28e9ahHmTRNzeGHH25e+cpXms985jMGMFdfffUe22GMMYD5gz/4A2PMah/t6SFsdDxUVWV+8zd/0xx88MFGKTWzj+5xhS9+8YvmSU96khkMBqbX65lTTz3V/Md//MfMNnL+/+f//J+Z16Xt3fN1OBwOh8Nx5yhjXMKkw+FwOBwOh8PhcDgcDodj/8dlZDkcDofD4XA4HA6Hw+FwOA4InJDlcDgcDofD4XA4HA6Hw+E4IHBClsPhcDgcDofD4XA4HA6H44DACVkOh8PhcDgcDofD4XA4HI4DAidkORwOh8PhcDgcDofD4XA4DgickOVwOBwOh8PhcDgcDofD4TggcEKWw+FwOBwOh8PhcDgcDofjgMAJWQ6Hw+FwOBwOh8PhcDgcjgMCJ2Q5HA6Hw+FwOBwOh8PhcDgOCJyQ5XA4HA6Hw+FwOBwOh8PhOCBwQpbD4XA4HA6Hw+FwOBwOh+OAwAlZDofD4XA4HA6Hw+FwOByOAwInZDkcDofD4XA4HA6Hw+FwOA4InJDlcDgcDofD4XA4HA6Hw+E4IHBClsPhcDgcDofD4XA4HA6H44DACVkOh2Ndzj//fO573/ve281wOBwOh8PhcDgcDoejxQlZDsd+yI033shLX/pSHvjAB9Lr9ej1ehx//PG85CUv4Stf+cq93bx1WV5e5g//8A858cQTGQwGpGnKCSecwEUXXcStt9667mee9axnoZTioosuWvf9a665BqUUSik+8IEPrLvNSSedhFKKE044YZ+di8PhcDgcDofD4XA49k+UMcbc241wOByrfPKTn+TZz342QRBw7rnncuKJJ+J5Ht/4xjf48Ic/zHe+8x1uvPFGjj766Hu0Heeffz7XXHMNN910051u++1vf5vTTjuNm2++mbPOOouTTz6ZKIr4yle+wuWXX86mTZu4/vrrZz6zvLzMli1bOPTQQ6nrmu985zsopWa2ueaaazj11FNJkoRTTz2VT3/60zPv33TTTdzvfvcjSRKOOeYYvva1r93t83Y4HA6Hw+FwOBwOx/6Lc2Q5HPsRN9xwA895znM4+uij+cY3vsG73vUuXvjCF/Ibv/EbvPWtb+V//ud/+Iu/+As8b8+37ng8/hG2GKqq4pd/+Ze5/fbbueaaa7j88st5yUtewm/8xm/wjne8g29/+9ucddZZu33uyiuvpK5r3ve+93HLLbfw2c9+do/HeMpTnsJVV13Ftm3bZl7funUrW7Zs4Wd/9mf3+Xk5HA6Hw+G4d/nsZz/LGWecweGHH45Sio9+9KN3+plrrrmGhz3sYcRxzLHHHsv73//+e7ydDofD4fjR4oQsh2M/4i1veQvj8ZhLLrmEww47bLf3gyDgZS97GUceeSRgXVODwYAbbriBpzzlKczNzXHuuecC8O///u+cddZZHHXUUcRxzJFHHsmFF17IdDrdbb8f/ehHOeGEE0iShBNOOIGPfOQjG27zlVdeyZe//GVe85rXcPLJJ+/2/nA45OKLL97t9csuu4wnPOEJnHrqqTz4wQ/msssu2+MxzjzzTOI45oMf/ODM61u3buVZz3oWvu9vuL0Oh8PhcDgODMbjMSeeeCLvfOc7N7T9jTfeyOmnn86pp57Ktddey2//9m/z67/+63zmM5+5h1vqcDgcjh8lwb3dAIfDsconP/lJjj32WB75yEdu+DNVVfGkJz2Jk08+mT/7sz+j1+sB8MEPfpDJZMKLX/xiNm/ezBe+8AXe8Y538N3vfndGEPqnf/onnvGMZ3D88cfzpje9ie3bt/O85z2PI444YkPH//jHPw7Ar/7qr264zbfeeitXX301l156KQBnn302b3vb2/irv/oroijabfter8eZZ57J5Zdfzotf/GIAvvzlL/P1r3+d9773vfttbpjD4XA4HI67zpOf/GSe/OQnb3j7d7/73dzvfvfjrW99KwAPfvCD+dznPsfb3vY2nvSkJ91TzXQ4HA7HjxgnZDkc+wnLy8vceuutPO1pT9vtvaWlJaqqap/3+33SNAUgz3POOuss3vSmN8185s1vfnO7DcALXvACjj32WH7v936Pm2++maOOOgqAiy66iC1btvC5z32O+fl5AB7/+MfzxCc+cUM5XNdddx3z8/OtS2wjXH755cRxzJlnngnAc57zHF73utfx6U9/et3zBzjnnHM444wzuOWWWzjyyCO57LLLuP/978+jHvWoDR/X4XA4HA7Hj4YsyyiKYrfXjTG7ZWLGcUwcx3f7mP/5n//JaaedNvPak570JH77t3/7bu/b4XA4HPsPrrTQ4dhPWF5eBmAwGOz23imnnMLBBx/cPtZa7MWl1KUrYo3HY7Zt28ZjHvMYjDF86UtfAuC2227j2muv5bzzzmtFLIAnPOEJHH/88Rtu99zc3Ia2FS677DJOP/309nMPeMADePjDH36H5YVPfOIT2bRpE1dccQXGGK644grOPvvsvTquw+FwOByOe54syzg4TZmfn9/tccQRR+z22tr/jLurfP/732fLli0zr23ZsoXl5eV1oxUcDofDcWDiHFkOx36CiDqj0Wi3997znvewsrLC7bffzq/8yq/MvBcEwbplgDfffDOve93r+PjHP87OnTtn3tu1axcA3/nOdwArJK3lQQ96EF/84hfb5z/84Q+p67p9PhgMGAwGDIdDvv3tb2/0NLnuuuv40pe+xHOf+1y+9a1vta+fcsopvPOd72R5eZnhcLjb58Iw5KyzzmLr1q084hGP4JZbbuGcc87Z8HEdDsf+i1IfAKrOK2XzswJKjHnZj75RDofjLlMUBSPgtUDSeT0D3jAaccstt8z8W78v3FgOh8Ph+MnBCVkOx37C/Pw8hx12GF/72td2e08ys2666abd3ovjeLdVDOu65glPeAI7duzgoosu4rjjjqPf7/O9732P888/H631Xrfv537u51rhC+AP/uAPeP3rX89xxx3Hl770pbbk7874wAc+AMCFF17IhRdeuNv7V155Jc973vPW/ew555zDu9/9bl7/+tdz4oknbtg15nA47j2Uej93/udGdQfvhSj1l51tyt3eh8CJXQ7HfsgCkHaeiydqOByu+59Wd5dDDz2U22+/fea122+/neFwOONUdzgcDseBjROyHI79iNNPP533vve9fOELX+ARj3jEXd7PV7/6Va6//nouvfRSnvvc57avX3XVVTPbSQbW//zP/+y2j29+85szzy+77LIZW/79739/AM444wwuv/xyPvCBD/DqV7/6DttljGHr1q2ceuqpXHDBBbu9/4Y3vIHLLrtsj0LWySefzFFHHcU111zDm9/85js8lsPhuPew4hXc/T8zAqyAFd7JNiFK/Q12yjzEmKfezeM6HI59QcqskHVP8+hHP5pPf/rTM69dddVVPPrRj/4RtsLhcDgc9zROyHI49iNe+cpXsnXrVp7//OfzL//yL7vlPBhjNrQf3/d3294Yw9vf/vaZ7Q477DAe+tCHcumll/KqV72qzcm66qqr+O///u+ZsPeTTjpp3WM985nP5E1vehMXX3wxp5xyym5/LK6srPAnf/InXHzxxXz+85/npptu4o/+6I945jOfudu+rr/+el772tdy6623cvjhh+/2vlKKv/zLv+RLX/rSXq2S6HA47nlseaAQ7OH3it3/9LgjN5Z8XsSscp3PC2H7UOpzwCZgC8ZsvpP9OxyOe4qEWSFrY3/FrDIajWZiCG688UauvfZaNm3axFFHHcWrX/1qvve97/F3f/d3ALzoRS/ir/7qr3jlK1/J85//fP71X/+V//W//hef+tSn7va5OBwOh2P/wQlZDsd+xAMe8AC2bt3K2WefzYMe9CDOPfdcTjzxRIwx3HjjjWzduhXP89bNxOpy3HHHccwxx/A7v/M7fO9732M4HHLllVfulpUF8KY3vYnTTz+dk08+mec///ns2LGDd7zjHTzkIQ9ZN69rLWEY8uEPf5jTTjuNxz3ucTzrWc/ipJNOIgxDvv71r7N161YWFxe5+OKLueyyy/B9n9NPP33dfT31qU/lNa95DVdccQUvf/nL193mzDPPbFc7dDgc9y6z4tVGuTPhaj3W/rki5YXhHt5fRSnsbPpQMDfehUM7HI67TK953FX+7//9v5x66qntc/nb4LzzzuP9738/t912GzfffHP7/v3udz8+9alPceGFF/L2t7+dI444gve+97086UlPuhutcDgcDsf+hjIbtXg4HI4fGTfccANvfetbueqqq/jud7+LUoqjjz6aU045hRe96EWceOKJAJx//vl86EMfWldwuu6663jZy17Gf/3Xf5EkCU9/+tN56Utfyoknnsgll1zC+eef32774Q9/mN///d/n29/+Nscccwx//Md/zMc+9jGuueaadXO51mNpaYm3ve1tfOQjH+GGG25Aa82xxx7LGWecwcte9jI2b97MYYcdxvHHH89nP/vZPe7n/ve/PwsLC3zxi1/kmmuu4dRTT+WDH/zgug4u4ZRTTmHbtm3r5os5HI59y10Tr4SNilhrc7DuaB8iYkkRUw/rxpoDttjfEwUHAYcCR9iHeceGG+1wOPaS5eVl5ufn+SjQ77w+Bp6GXXTmnsjIcjgcDsdPBk7IcjgcDofDcYfcPfFqLRsRs+5IyOruR0SssPldhKw5rJi1GTgEgo6Q1RGzWlHLmTUcjn2KCFmfYXch60k4IcvhcDgcdw/vzjdxOBwOh8Pxk8q+FbFg36UabHQ/ldW85JEBI2CpeYxAfXkfNcnhcMwwwMrK8hjcu81xOBwOx48JLiPL4XA4HA7Hbij1D/d2E+4mFdbZVQLhqoCVYAWspHks2Nej7cscufkWbuAh905zHY4fQ9auWljfWw1xOBwOx48VTshyOBwOh8PRcuALWDArYk2BFEZq9796Eqy4lUGZRRREPIZ/5RBu56Oc/SNus8Px44cU+wpOyHI4HA7HvsAJWQ6Hw+Fw/ITzoxevAtbPyvpXYBs2Dlrdhf2KgCX7n3beG8JS48ySQy/QlhcySsiJqfEJqHkhb2cz21lgJ6/EJcM7HHeFxIe0cyuXBqdmORwOh+Nu44Qsh8PhcDh+QlHqyg1sFbKx8PVwzfMSmABfBx66zvvr8e9YAWvMnafpVMAXgQcB853Xu3/alFhPyBRYBjZDNrRamZQYjmhdWUUeUcU+FT4+NTE5MQWX8mwWWOJMPrOBc3A4HEIaryNkTe615jgcDofjxwQnZDkcDofD8RPG7gJW98+BjawquFE+CvwQ2AWctoHtn4sVnDYSCf3/sELWfwPnsyq2rWDPZ9r87LGa1DMFtkC2eSbsncw+8iyiiGNqAqycVRORE5ETk/M5Hs4cK5zI9Rton8PhSGNIO0tLlRonZDkcDofjbuOELIfD4XA4foLYmAury0bcWLJd2Pkd4BHAPwI/tcF9HLEX7ToOuA44idWSwm4pYYj9M2cFK2INO+0KYWm46sYSR1YWk89H1PiNmFUTU9BjSsqUXvP4Hpu5D9v3oq0Ox08ofWbXSNfAznupLQ6Hw+H4scEJWfcixhhWVlaYm5tDqbuSBeJwOBwOx8bYewHrrrBW9DoWeOk62+0L19c81okl+xMxq7vvACtoiRtL2pdCNZwRsahAVz4FMTlWzALaEsMek/YxV69QjhThGDjc7INzcTh+TImguZUsLh/L4XA4HPsAJ2Tdi6ysrDA/P88DH/gykmRAHMfkeQ5AURSUZUkcx3ieR1VVLCwskOc5dV1T1zWe5+H7Pv1+n5WVFQB83yeKIoqiIM9zqqrC932yLCMMQ5IkwfM8iqIgSVKybEpVVWitqaqKXq9HmqZordFaU5YlZVkShiFZlmGMIQgC0tQupux5HqPRiCRJKIoCgCiK8DwPrTXGGMqypKoq6rpu9zkYDFhYWCTP7T49z/53XfecpZ3SH3K8ILDDVmtNkqQURY5SipWVFbTWhGHYPvI8Z25ujqIoGI/HKKXa9oRhSBzHhKF1EFRV1R5Ha41SCqUUvu8Tx3Hbx1prlpeXKYqCoig4+OCDCYKAIAgoigKlVHuNjDHt+c3PzzOdTsnznDAM234H2nYNh0PG4zHGGLTWFEXB/Pw8xqxOlHq9HlVVMZlMiOOY6dReQ4AgCEiSBK010+kUrXU7fsIwpN/vMx6PSZKEsizb96fTKb1ej8Fg0PRrgu/75Hnejh1pY5ZlKKUYDAZkWYbneURR1F5jaWuv1yOKIqbTadvHu3btwvd9fN8nDEM8z6MsS5Ikoaoq0jRtz0XamCQJSimKomjHk9aauq7xfZ80Ten3B4zHo/a6FUVBHMf0+33CMKTX6xHHMePxmKIomEwm7XHKssQY094beZ4zGo3a/pdxJ2Nl27ZthGFIXdftTxmjCwsLDAYDtm/fTl3X7RiS/vA8D6UUVVURxzFKqfZ6h2HY9k33XpZjdL8bgiBovwOm02k7FuSeS9OUxcVNLC/vYjweE4Yhy8vLaK2JogilVNNvfYwxbN++vR2/vV6P6XSK53kYY4iiCGMMvV6P0WhEEAQopdqx2+/3qeuaLMvQWjOZTAiCgKqq8DyPzZs3k6YpS0tLpGna9st0OiVNU6IoIklSqqps7ykZN/1+H6VUe8+PRqP2PwBkjEq/xnHc3p++71PXNSsrK3zzm2/d26/mHyvuGfHqtubxM9y1QPY9sVHn1x19tmJ2P+LSKrEliJuAR2FdWiWMmvD3VszyyYlmxCxbXlgQkTPHCnP1CnO7StQYG+X1A2V/joEnOlHL4ZghwQlZDofD4djnOCFrP0AmujKJ830fpRRxHLcTW6UUxhiUUnie14pCvu+3IpRMeLuihwg7IqjIJLooCsIwRGtNnueteCQCijGGPM/bibdMrkX4EDzPb0UveURR1LzntaKITMSl/VbIKdvjST/IsWQ73/fbCXFXeBERxBjdil5JkpBlGUEQtOKKtEkp1U7gRdyTz8l5A+0EWH6XayP9HUURvu9TFEXbPhEk5HcRBKS/ZOIuYldd16Rp2gozAGEYtiKetE/aLZP/7rlI/yqlWpHJ932MMa1IpLUmCIL2cyJkyvFFkBBBSN6XayZtld9FRIrjuB1La48t/dkVR+W6ynWUdss5SD9XVUVVVa2oI/0uIk1Zlm0/dI9hRZOyHa8iMCVJ0v6M47gV2wDyPG/Hndw3Ml7lfERslHuyqqq2T0SsFcG0K1p2r3f3/ukKtHmet++LYCX3uLRD+lr6UcacPK+qqhWZuveO3L91vdqXaZoymUwoy3Lm3uxeh+61kP12zyUMw/beFrFc7lvpr6Io2rElY1/6SMa63Afdvu4aUsMwJAiCto/lu0PGxNr2VlXVjlsRW+U8u9+FP2ko9fHmt27A+kaEoo04pS7B/vmwGTh6L1u20WPcFUr2fI5LwEewNU7HYwWtZZuV1cnIIgupCdrSwllXVkFEYUWsXayKV+PmszlweSNq/fpP7thzOGaIcUKWw+FwOPY5TsjaD/B9nyAI0bpuJ+oy6RcBQUQrcT3IBK0syxmHUhjOTmxFpJHX4jhuJ+byOZlsikCglIcNMVidCIoYIohbqtsWmRR3jy3nI8cRAclOjsNWSJF9iiBg2wBKrQofs5/3UMq04oQIOCKyiWNE2iGCh5yTnPPa43ZFra57Rq6TnItcEzmOHHvtucjvXYFJBBgRhrpimXxG2tIViIAZMUrGhhxL9iNuGKA9lrzfFZu6gmRZljNiYdeBJf0h+5Q+kPHZPU/5KS6+rjuvO0bk3OSayDXs9k33msv7cm+IW0qE3qIo2ntmdbzp1kUobRP3WtcZJ+cu10nOeTKZtOKR9L38FHGn60KTNnbHvJyHCMHd6yOfKcuyHT/S97PXdFUoknZ2HVkienWvi7i7uiKd9L0cS8QicXit3UYEO+nj7ndJ16nZHevyvtwbMu67Iq+c++oYn/1nqLt/Gf+yLxl/8lzuPXGOyf3YvR4/aawKWOuxp1UD70jgWu+9U4FvAodttFkbYG/dWHsr0EXA/bHliNPmUXUELNrywrr2yX3rwbJx736zh5xePll1Ym1nVcjK7WfJm/28Rdmfr/vJG4MOxwwR99xaEg6Hw+H4icUJWfsJZVnMiA/iZInjuC3f6k5eZWIsk3egcVatihwiYEjZjZ2M2lIs3/cZDAYsLy+3E8xZ8Wtt++xEQVxOUhIlxxZRSyaV8lwm9TL575YkeZ7C920JkZ1I+23pktZFKyKJm0OEBCm3EieGTHyt8yOiqkqSJGUyGRNFcdtXMlGXiXdXVJPJb1ccEuFK+jAIgtYVJCWE0nfiAJOJupSxdcUBmdRLH4oI1xV0ZD/ddgVB0DqShsPhzIRdBBzZd13Xbbmh53mtQ00EMzm29KlcM2CmfG0ymbR9LCWGIqzI9e+Wj3XFmiiKKMuyLV2T0rc0TSnLsi0F6wqc3T4XsVbGaVeIi6KoLZntupKkH+RaWMeTLXFbXl5mMpH+mLb9JqVtax09cqwsy6jrmvn5+faekuvX6/UoS+sCE/FKSla7fSJijFwbaZ8xhizL8H2fHTt2MDc3x/z8fNsfMrbSNG1F5m5ZsJS6dsXbVXfa7D2T5/mMgyxNU5RS9Ho9hsMhO3fupN/vty5N2Z8IYd37pCsaikgoLi2tNXEcs7y8DNDea1EUtS5A+Q5YvV9DfN8K0+IGE7Eyy7LWGbZ2bPV6PYIgaH8qpdrrJNvL9ftJ4Y4FrI2y0Rnmo5vHXSVYc6y9EbHWE+OqNT/XQwE/3/wupYblarRWR8gSamxeVtHNy6q03U4cWV1nVlfMkv3+diNovdsJWo6fUBKckOVwOByOfY4TsvYDZMLZFVLELSLCg0zWus4OmUB33SjG6FagEPFJJtBlWbb5M2vLzrqTYN/3qCorMsgEvOuECYKALMsYj8dEUTRTsiVuHNm3iAtrS8/EadJ9D8yMu0dcHCLmyQQYVMfVFcyUfSmlyHMIw6ARvIL2mEVR4vteWyYl4p6IF9Jvk8lkRkyq67ot7ZLJeVdkEiFNBAoRNbpleCKeSR+L+02cI0ArIonbRASMsiyZm5trS8OkH6TkEGhL58qybDKHkhlnkJRrCSKoSFtFhJNxKOJa1ykkwoWMF2l3t2xQroVkaUlpnJSwdsUwKU2TklOwguhoNGr3KceR8k2A5eXlNSV0dfu7uLREcOxmeknukgh8k8lkRsTslp5KvxtjmE6nrVgjLqbBYNDmNa117UmZq7iOZAxbISmi3+/PlLvKPqUktVtK3HXpybWXsS73tgiTImB1xacoimYEMRm7IpStdTrK9ZdxLmMAaEVN+Xz3fLsuqa5gvFoS7REEIcZofH9VZJd9iCgo99h0Om2/18QVNxgM2iyubtmwjCMREsuyajPk5J76cWffiFjrcXcyq/Y1XQFLvsu6M+K9mR2vCYSvZh915VP7QevG6rqyfBGqcqyItcyqmCXlhbKvuvP7OY2g9WEnaDl+wuix9wZKh8PhcDjuBCdk7Qd0HVbdsPBuHs9qtlOA1nUrUsmku+s06k7GBXG51HXFZFLO5GLJRF4miFbUYSaUW8QTOQ7YkGcRFCSYG2hFEBEJRJDril227auh3TLpFbdV162ztuysLIs2UyfLspkJfjdPy4pwuhUUqqpEhrwIM9L3kpnUFWm6ZYlSZiYCl4gO0r5uWZlM8mG11EoeUtLWLc2UfhEBU/pIRErft061oijasPTxeMx0Om1FB3EpdcvNuiVZ3eDw8XhMlmUAM04wud7dckdgRhyTY8i1EYdOV/gSEa4rsnaFG3GBiQtKrnXXhdh17skY6eY3CSI4ZVk2M066Qkq/329zsrqCmYxLESHlGCLOSKh+N68ryzKKomBlZWXmWq2KKKt9J33WLeVTarWMUs6j3+/PLJ7QHfs2R82ea55n7X00Go1at11VVa0YKOfSLTeuqorxeNxeO1kEQETJ7gIScg/L/StjXkTjbhntWudg14ElAq+cQxzH1LWUftbtd1xXJJa2K6XaXLauE1UERSn7lOPLd+fKykojZuYz4uuPK/tOvNrTrHJ/mm3KLHjtnywB1l0Fd5yPtZaOI0voilkdullZdff4IlqNmHVlrRWz7E5Wf/8FZZ9f4wQtx08IMbNClrenDR0Oh8Ph2DhOyNoPsGKMXRWs65CRsqVuGdJkMm4zbWTCKKt1dTOMPM+j3++3k9SuIKWUYmFhYcbJJb+LkAV2Mpvn+UygsuxLVqSTCalMsMX9JAKDTDzH43E7qRXRKAxDptNpWw4n4ed5nrcTahEIiqJgMBi0wkzXHbSysoLneUwmk7bUyPd9ptNpW0IpApJMzkVIEPFBhAxxWUmfCEmStMLDZDKZEV/iOG7L5SaTCUDrbOm6TEQ0kAl+v98HaMs0wzBkOByysrLStlHEHlkJTlxTUj4nAffitpPrIw4zuX4iZEomlIyTuq7p9XozQoKMI6B9LqsHgl05rt/vt2Vk3eyk8Xjciiu2NDBonU/iCuruv9frtUKoiC8i8MnYFvHLGAgCe12XlpZaIUrGtIzbubk5tm3b1jqXRGgTp9JoNGJubq7tR7mX7PVVlGXRilZyHiKIiJAmgpeMR3FgDYfD3UoKZcyLGNTNrAMrYH7/+99n8+bNM0JgFFk322DQb9xhq4s7iCgn5ZpyraT/xAU2ndpJfncFQLleaZrieXY1zdFoRBRFrctSxDY5v647Svpaxo+ULnZXN5VrLOKXrAIprlIZj+KSk7FR1zWj0Yg0TdvVUOVeta7NVRem7FsELbmvgiAkCGwZtZz/jxP3nPtqX9X7rC3921tB7H9hg9l/DZsQvVbECjv7lDavcVjdKWu2DZipdqwrnzpeFa7ElVUQUQdNi8SZJQLWWjGrbn7C7uHWFfAzyv78qhO0HD/mxNicLMEJWQ6Hw+HYBzghaz+gG/os5YUyUUySpJ2Iy0RTBKluhpEIDt2MJyl5E0GgG/5sRZC0FZXEPdItExNhQ1wdsgqcFWOsA0LEjfF4PONggtUgetlfV3gQF0U3q6lbtiYClrheuiHTMgHvOm88z2M4HLaOoq4g180Jg1VHjJSAdTOYpP0i+sh5dEvFYHU1SBH1ZLItgphkWvX7fXq9XlsqKiu7BUHQ9mf3/ERg6ZZ7iYAlQon0d9fFI6LMrl27WFhYaHPHJOsqjmPCMGz3bx0ydTtmlpaWZtxIMn7kd2mHlHh5nteWNkqfiMjW6/VYWVlhbm6uKS2s21yj0WjEcDiPUrSuwK5TT849juNWgLT3gsHz1Iz4I8Jgt3yxKyLJ+BL3lVzLrmuu6zaSvKyqKttrG8cxc3NzAK1gKcKplNh2hTQR4+T+lOsuYmE3w6soCpIkaV12co1XheOUMAxmsrmk7E7GXFfQkmsi3xHyGbBCrIhVg8GgHdNhGDKZTOj3+60gHcfxbuO9m8Un10q+q2QBAmmfuN/ks8PhsBUCxVEq321yn3ZFfOnPoijo9/utQCZicJLEHbEvaoV7uf7yneH7q2LxjwP3jID1o3BjhUABvBubU/XC5ufabeSYN2IXG8mxwewwK2IJVwLfBX4VqwjdlTaHqyLWGjFrLTW21LBIQpKgOVY33H1PYtY6Lq8Zjmr64mYnaDl+TFkrZK29/R0Oh8PhuAs4IWs/wE6KV8txRNQRgavrYJHtxX0AqysKdl0K3ewfWF19cFZsWl3dUPbXLdWRz3XFm1UnyWoAs3yu2/bVUio18/pqZs5szk63FEwEjbVZQbJt93ykvd08IRHCVifeqm2//OwKdtKWtectSDtF8BIBqFsuJ8Ja9/jdHCARKLptEOfZaqll1bpe1pZbSlvFYSVCH1gHjoidcj0kO0i2EdeOOK+6+5Bzkn7sZrJ1y0m7eVRybrJ9V1gUR073enRdPVk2bbfvrmAnx+quAmj7wceYGq29Nv9I+qw7huQ40vdry1XFNSSCZjckvdvW7kPa3c3j6l4zaauMU/ldBLNu2aj0VTdLClh35T/brtVsrO5nu6J3N1tKrt/avDYZU113ZncbEYzls91x2t1GBPbuuXaFt+547H5v9Hr9mdLg7viUa9gt6V3N+zOUpXxG43mKoijxvG5unc29k+8BaVv3fj+QuefcVzAr/HT/jfkfYKF57Cs84PvN79ZZt7tqJGLWi7HCV2+d/XTb/M1muyXAX2fbOyJojheuBlHLoxxTf/FavJMH+Gr2396agMr3wS9n/3paT8zKwWRQ1VBWUK01gXU+HwbAwursPlxyopbjx4gE58hyOBwOxz7HCVn7AWtzZmQiKRPcbu5M1y0jn5WfEujdLReE1bwbESh8329XPJMJujhxxFXSnQSKoCDOFplwSl6QiAmybzmWTErrum6dNt3waHGtdCf5ayef4tgQ50fXCSUlVJ7nk+fW8SETZXHXWCfHav/IcWRb6RP5nIgdIjTItkEQzmRPSf93HUxScib9JC6ortgik/6uUCb7kOvVDdkWR08cJ1RV2TpmxHEl10VcW0CbV9Z1dcm4knPthtADrVtMEJfeatbYqmDTDSDvjhtxycCqcNMV6US8kH2I4NHdvqqqdmyK40kynUSsWFlZaYUYuS+kX7sZWOJSkvMRwacrqomrUcowZVsRf6TNXXefiGOzYtvqPdkVxKRUr1uK2F2JUXKcJI9L+kru4yhazXtbOya74pCck7TfioJeK151y1q7QpNcOxl/3Ww0aasIvV1BU37K9l0RUkQ12XcYruawdYXz7gqJcj7dtlpBsm7OS5EkMUqtivHialwVzHqtw1T6qbv/A4l7VsCCPYtYtwFbsTPNV92Nfa8tLwyAlze/e2teX2tXGq6zr4rdlz37NWAH1u6xtyWkQ2DOPhJggP2ZAH/+m5Tlzaz85lPgKYcBkpPV/EcBgW1K0hxayDuPMUzGMM1gWq8WPnZ7PcxXe0B6KwQCHwjsfbW5coKW48eAiNl7xeFwOByOfYATsvYD7ORYt5PdKIrJsmk7sRUBpuuOkUmauHWkNMqi0LpuJ61SHiVCjeTQgC0PlIDtMIwoitGMA0pClo0xLCwstEJN17UjE2QpTZSJd1cMEGFlbm6O+fn5NvNJJprLy8tMJhMGg8GMs0lK9GQiPx6PWzErz/O29Gw0GrWiRNeNI8fvTm5FwBAhoFuCFccJeZ63JWtSjtnv91pxR/YBzJR8dVeFA9o+klwqCTjvllz2ej36/X47GZcAfRE7tNakaUq/329z0uI4JgiCduI+mUzaci6AwWDAcDhsV9WTh4hM/X6/XQVRHD4S6i39EEUxvV7Krl272jLTrtNuPB4zNzdHkiTt+JCsJOknOSe5Lt3V90R0iaKozQXr9Xpt/pgxphVKB4MBWZbNBOt3yxglX0vGmDjCRFCRUH/pc1kFU1bzk+tp+7MgCFZXAlwrEIpworWm3++3Y0pKVOU6ST5bnuftNU3TlOl02pZ1yuIKvV6vvZYiVEZRTFHk7VgUUU7y1CQDq1v+KUK4CL0i8EkJ6NzcHL1eD6U8YDXXS/oSuuWdmigKW9FZVsyE1RUvjTFt2yeTCXNzc+zcuZMkSdpzlr4PwwCtvTajTPbTLc2U9s/NzbFjx44Zp6XWqzl6w+GwFd1k/MqxxI0n3zldcfZA4J4XsGDPIha04g7H3gPHnd/D610xq1tiuJZuW0Xg2szei1gAm5pHb1XEkp+PfQLqqr+md/yRrO2fVtAKsCYwcXF1m5hBmcPK2C5oKLHy084mXUTIan/Wq8+nzb8lRxgnaDkOYGKckOVwOByOfY4TsvYTZIIuDiJxmsjkTraxge+TGUdEt4RqPB4DViwQ8aTrSuhmBEkAda/Xa4Qd6/ToijJA6yqS8HcRiLoB2/K8m6XUzYPqlj5KuLY9L3tucg5JkuB5HqPRCN/324wbmZBLLlC3jEiEH8n+6jrEptPpTJmlTHRFpBDnh0yajVl1cXTLJSeTSSvqTKfTNqxa2tJ1xYiA0i33EqdIlmUsLy+3okxXGJPV5cQhI44rG6juU5YF0+mUyWTC0tLSzEp1UvIm5+V5NnhenFIiLIqIVpYVdb0ahi59vOq6Wi03k2ssz2XfRVG0AlM3U01ESBmr3aD9bomjMaZd1ED6ZjQatQ48yVUSgUIC/kejURsS3w1Hn0wmbfvl+oANpxeBU0QnEf/WOuzk3siyrD3fpaWldnxKX3RL2brCjvRjt7+6LkBphwigIlyJYOt5XrsaoZz/ZDJpS0q717Fb4tldREEe/X6/PZYIe1ZEK9p7oVseKEKpvC4uR6VUKzCKe0z6XN4TYTrP87b9ck3kO6nbt+IA6668KQJkFEX84Ac/aAVbuRa+77Nz5872PpfrIFlwg8GgzeqTFTZFhNzfUerKNa/sjQB3R9lQdxS8vlZSKbGzzd/ci2PLftb283qurDviDsKpdjs/8TZN2Xg2lpQzAtwH2GIfCatVlIPm56OeyZbf/VlibqfmNnJiqkbAaoWsmFVHljykC2rrxJo0LRQxSwSt9YQsaAsdSZkVt1Lgf5QiAO7nBC3HgUgfe78IB8bXssPhcDj2c9w/J/sBVtjptRNlmexLaZiUPnVdOTKJlsyfroAjwoJMvquqasUX65QI2jDtbpaOUquh3t1cHCkxE9FCSo527dqFMaYVmIqiaPcnzh4JWRehyfM8lpeXm2OAMbqdvMpEWEKopQ0iiEkIuDhNJEC8myHV7/epqqqd1IozRCbnXdeWdVr1Z9xPIgpJiL1SitFoNLPaXDdcf21W0+w1XQ1/77pexBE0Pz/fOqqkXE/cM93rZ0UTj/HYhl+LACLlmlJy2c39WllZmQnLl1I7cbKJM6+b5SROH3HpdMvVutdfhJksy2ZWj+yWna2srLQuQekbOR8puRThZXl5uR23IgTK2Afa8jgZd+J0ElFxtY/8tu0SWN4NchdhDaxQLPcSrGaYSTvAOuqm02m7Wqe8JuNI+kbcZuIO7OaDiejr+3YFPXtdfcpy0r4ugpe4w6Tv5RonSTKTa2VdghFZNm3bLqKnCDdy30l7ZMyJIASQpj1832vD67tlizKepC3ifhKnnZzvYDCYWQRC+q8r4gVBSFkWhGFEVZVtsLx8pwEzJcvihhQHqrzfvXe6rjOl7Lg76KCDWicbKDxPt23aX9ldwBL2Vdj6Rt1Nd5X/P/Bx4EnA4zZ47LtDV8TaqBPreuBfgMdi23lf4GhgMxzK7OMgGBy0RERBQE1BxISUKT0m9FpRywSgfFbFLPnZ+Yuq6rRSxCx5DVZ7p7sm41ohK13z2lQpQuABTtByHEisdWS54etwOByOfYATsvYDZFIoIsLy8vLMqmFdt4RMfGUyah1OYRvi3Z2Q9nq9toxLJqsi2qRpj23btrVlb5IZ1O/3GY/HM04iEU7k2OIiGQwGM9lSk8mkFSlEOFpYWCCKIkajUevkEfFNyuwmkwm9ng32DcOwddOIkCWlWgcddBBAKywppdi1a1crslRVxdzcXOtqkf7olj92BSJxpch24hARt4y4UOq6bkvfJL9HBDQR7MSd0s1pEmeZiHFxHLOystKWgPb7/VZY27VrF/Pz862TS0QRcZuIOCKrEALs3LmzFfa2b9/eCjrdgPE8z1vHkAhkWmtGo1ErPg2HQ/I8bz/XzSoTwSZJkvb8d+7cyUEHHdSW/wHtdZdrI+NH9hlFEXNzc21OlaySKeViIvz1er32+hVFweLi4oz4aB1cBePxaDdn3qZNm6hrzfz8kNtuu63tM3GdDQYD+v0+0+m0XUlPxnI38F/ux25pp1wPufdEXJbfZfx0+y2O47aMNsuyNi9rx47tMysDHn744e093y1nlGslq1BOp9MZgbcsS+bm5tBas2vXrlZQzvOc4XCI561mm2VZxsLCwoybaTRaaa9DURTMz8+33xPdwP1uOad8h9S1XRFQBDS5Rt1VAsX9t3PnjnZsSptFnBQhWMaRXKuDDjqo/c7o9/utsCWior3fVvPDkiRhaWkXk8m4HdcyjvZX9ixi3ZOs58K6O/jYWeldzSLrlhKKK0teW6+tXSFro3jYWfRm4Kexjqwj4AispnVf+5QjgEMzBv0VeljBu8JnSo8lFtjOZhZYYokFDupvpz/QsyJWx6EVBNisLFYXLZx2HnJmXd/a2hJDEa9SbOy9/J4CX1GKn3ZiluNAYW1G1oG/DofD4XA49gOckLUfYEuSzMxkUSbE4jqQCSTQTnRXVwBkxhHTXSmwu/qdCCz2vdWV6sQF0nVndTN3ZN9hGLWT026ZVbdMqRt8La4n+V3OBWZD6rvB0+uFZnfDs+V44nYR4ah7LuLwkn103++uGNcVnLoB6yKiweqKat2yMRGSxF0k/bA2DLsbbi9ulm5ZpfSj5F51c4+khBJWRSIRhaQPuxN2cR/J9tKmbnmV9L84dKR94laS69Ut8ZRxIO1aGyDfLR+V8+86xeS4sq0IhdJP3ZXwui4gEZdgNRx8tQTQtNfBGJo21vi+nQh3FwzousVE2OpmsIkIspqrtuqw6+ZMyf0ngm43L0rOUURF6deue0+O372H5XNyT8mj67CTvpNx2t1ePi/3vHxezsv3Peraa/tKXHgiSHcdbt3vmO7r3by37nWV69ctQe62WcbNesHw3fbK5+T+6n4PdO9HEcG6q5nKPrqf796zso/9l/VK6fbU3j2V3e2JtcFN67EvHFM/CzyMe34ZMhGxpEDvjugW5Q2x7Xsx1oW1BYJwVcA6tvM4AjYdup05VojI8ampCZjQYycLpEyZw4pcc/EK9zvk+6jt2Oiv/uwjjSEYr9/6tRJc2fkp73XPIG1eT1kVxVIcjgMIWUhBcBqsw+FwOPYB+/Nf+T8x2Gyq1XKubumclBUBbaC1TM6jKGrLk7oT2O5EUcKURWjoTialTEgmjt08LRENREToZgyJK0VW5+sKSrLKm/wOtAIM7C4MSZu728v5Sa5PN+S7m2kk28ukvDuZBdocoW4fymelH+V1aYvsR4SObhtFIOu6b8QR0s0rkom7CA7Sf5ILJe4w2V4cPfJZKUuTPpU2dsWKrptFzsMY02Y/wWzGl7jCpAxTPifOnul02p6rPNauftkVFdaKRSKYdQUKGVddwVP20y1BlfLErjAhmWietyqMdMdoWZatWClCblmuBvt3xR+gLdOT17sijbRLcpXqWrXOwO79KGJVd7VFEeHWCimrYqae6Qu5j2Uc+77PeDxmOp3S6/VaoUjKW1dFqaAVyqyjMWI6DWZKeD3PaxaKyFrRbVUQXx0zXbFNxrPcK93r0x1b3YwwGZvdcPnuiqLdzDlxtHUzvroimHzPiegp5a4yluSahGHU9l33GgLt2C7LsnWliWgo4/rAYW8Fq7UUrK7ytyf2dcnfPSliSVvvKA9rJiqdVQFriHVf3df+voDNwTqUVQfWsbSi1uCIH7LgLzVi1RSfZsGTjivrdrYQURBREG8quM/9drSrFDIGdtmH6kOxBKnemKS43lmv9aR1E8fcH26OA4q1pYXOkeVwOByOfcBe/z10ySWX8OxnP7stBXPsG2SSB7MChExipVSpK6Z0haOuG6Ir9kyn05lJvLwvjpKus6TrIum6nmTirtSqk6SbGdXN9RKRQ0Syrlgj5ymTUZmwr3VBiRjRFZRkEi3uH9m26waR/UkelLSr68qRc++KMSJUAG0ZYtfJJNlV4kqT12RS3hUGus4omVjLPqVsruuAE5eWiDq9Xq8VsLq5QGAn7JJzJQKm9JOIVwDz8/PUtUapVVFFyjklc2k4HM4E30tfSnt6vT5VVbbXspv3JX0hzrJuX8k4zbKsadNqrlLX7dN1j8m16gqa4mDLsqx9vytQyTgSQUSykqqqbIWRritnMBi0/dVdZVJK/Oq6ZjgcNnllmiCo2+1ETOn1egyHQ5aWlnY7hghvvV6PLMsB07qwxKnWdaxJvp3so+sWlPaII82W+ekZQUlcVt2MNitMhe31khJWKeWUtopA1l2oIAhCwMy4rWQsSK6YiGhyraWtknll3XOzC1VICWL3fpVrKf0rYpfcmyKwdTOw0jQhDIN2zHTD3mU8zJaGZnieau+d/Rv5Z3hvZI71uB14F1aZecEGP3Nvs167ptiZrtd5fkeh7l3xKsWuRriFVsBq3FYssLo6oYhZ96UVsQ7r38oiS6RM8TvXosZnQo+IgiUWiMiJyInJ8Q+vObTetWqVyoEM3n0LvF/B04CTWXVVBXdwFl3EiTXEriEpspy87oQsxwGFlN4KTshyOBwOxz5gr/8eetWrXsVv/dZvcdZZZ/Frv/ZrPOYxj7kn2vUThe8HzM0Nkbxwce3IRDAMQ4bDYVtKJSHh27Zta4Wafr/PcDhPGAZtDlFZloxGIwaDAfPz882EO2jFhyiKZoKexdUwPz/fBnAXRcHS0hK9Xo/l5eW2DE0mypLnJAJTtzSu69LYtm0bAL1erw1k74Zxr13BTEShrhNKVspL03SmlC1JknZSLO6WbmkcMOMSGY1GzM/Pt0HnIoTIPkQYlNUcbd8O28wdcc5IqZaIHXEcMzc3h1KqDTuXfJ+6rjn00EPJ87wN/Ra3iFxfCa8HG8Sd51krHMl70v/iUBuNRiwtLbXt27x5c9uGoijYtGkTO3bsIM/z9rPD4ZDDDjuMsizbDLL5+fm2HSLISNi5CBuSa7S4uNhmTg0GA7773e+2+Wcims7NzTEYDJqV66JWBBFHmO/7bcbS4uJiO96l7M/zvHZ1vEMOOaRti2Q3DQaDtq/EqSTZX9IOyXAry5KDDz64Lan0fZ+lpaU2M0vGSRzHnWyloBFGNWEYsLCw0I7d8Xgy406UAP7FxUXSNGU0GrVOSMl5ErEqjmOGw2F7PiKqyv0pwh7AeDxuRMiidT+GYdi6jkRAmk6z1gFmXZxpK4qKOCYLMYCE0+uZzDcw7T0iYesLCwvMz8+zc+fOdkECuYbi7pubm2N+fp7bbrsNz1N4no/nla0QGcdxu6CCrLY6Go3aHK9ufpw497quLrn3pX+XlpZI07TNwBPhSinVjm8RaEUEPXC4o3+O1/PmrJVEPGzNjr/Oe/sL3wMWsalPe+KvsGv+XYA9l/VErBLYQStWMUe7EiH3ATbPlg6KkBU0jwUaMatk0xE/YIt/OwtYN1bXiQU2J8vHZ0raCFkFcfPwqfGPrDm4Gq2KWRUcdguU2+EYBZuaSye5V+vJcmtLCXud37sP2dbhOKDoM3vLqz1t6HA4HA7HxtlrIet73/sen/jEJ3j/+9/PKaecwv3vf3+e97zncd5553HooYfeE238icCu6hU2E8AYrTWDwaANal4t66naIGpxk1jRpU8cW7fQahaSIUnmiON5giBFKQ/fB6UM02lGmvZQqodSAb2eDWXftWuFogiBBGPqRjhIKMuAJBlQlj7TaYXWJVr71HVAWQaAodebx/MUeV5TlmCMR1lWeJ6mqsLGlTNgMNjMrl07yHPdtCsiy2qKAnq9PlrXKBWgNSTJHGVZEccRSsVovYzWPhCS5yXG1BjjAeLe0CRJjNYxcZyg9ZQs8wmC+Y4LSKNUj7IMyPMM3w/xPOvcCAK77crKTrROqSqfOI7QOqGqNMZ4ZFlOUYSUpWRKeeS5iIReIyL5hOEcRWEIAo88L/nhD3cRxzHjcdGsrmavvXUsQVXVrKxMWxdPVRnq2pDnFVEUU5Y1UBDHMZNJRpL0CYIapaaUJYShT1kqRqOcfn/Q5FGB58UMBn08T1GWFVGUMJkY6hqM8dE6IoqGzTFDJhNNnmfEccx0aogivylB9DBG4XkR02lOFHlMJhql0iZbSgM+ReGjVMpoVJEkIWUZUJY14/GUspQxVWFMQFUp+v0+o1HOYDCgriVAvqauV6jrmh/8YCcrKxlVJassaqIoJMs0QeCjlKEsrRMvz2um0wrPM1SVhzGa8XhCnv+ANE0aYTACIpSKgJC6tqLf8vK0WTggpygqsqxohCC/EUmLts117RFFCVoH+H5EECQoFZHnBq0DtA4IwwDPs7lnUWSIorgRkWw/2p8hUdRHqYDJpEDrgF27poAhz00jAI1bx2ZZKiaTAqVKBoNBI0IFeF7CdFoRRV4jKpYYM2lWd4yYTjOiyCcMFZNJTl0bVlYmrVvR3m8VQRASRV6zgETNzp3LFEWN1nY8aq0oiroRYgvqeoWy1EynVmC2gpeU/QXUNYxG00YoTomilOm0wPcjjPFap6KIymBFYVmMQBZjEMeniFNW5JKVJFcXhRBxe20u1/6JRH2LSKWBm4FjuPOZ3lphp8IKRK/dwGfvLb4HXIq1Z7xinfelH1JsiaRitchuLZ/G1vI9CTiFVQfWEVagOhY4rnk0LzMAkqYEOKhIFlY4aH47m9neilgS8l7jkxO3YpY8nzQlhnHjyorI7XqGh0/o79K2tHAHnPlgODMAboXbb7WHDLGS23ox9msD3ncAHwXOwfrLnHjlOKBZG/Z+dyuoHQ6Hw+HgLghZQRDw9Kc/nac//encfvvtfOADH+DSSy/lta99Lb/4i7/Ir/3ar3HGGWe0//v/48w//uM/MhgMOPnkkwF45zvfyd/8zd9w/PHH8853vpPFxcUN7UfK4VZXJCvbTCVxX9R13ZadiStFHAtWtCpn9qG1AmLquo8xA+p6QBBYP7dSPp5XU9dpM4kN0XoR6BMEfSBtRKMRvh8Rx/bP6yQ5BPAxpiAMB0ynI5TShGFMWWZUVdRMUGuCoE9ZWkHCGIgiUMojCObIMh9jeig1oKoMZZmjdYzn1Y0ooqmq1TKysjRUlcb3I7TuoXVKXds/++PYTubL0k7G7V9LNb7fpyyhrgPCcEhdZ03bDBBgTJ8w7AElQZASBEnTrx7GjAmCFM8bApqiUKTpsCnVKynLKcaEGKMbwcIDFMakGAN1XQI9yrJAqXmMSagqH6X6aB1Q1wVaJ8019DAmoa4rICGO59F61DjZ7HXy/RTPC9C6JgxToighzxXWq2+IoiHgoVREUWgGg3kgacScGq2hrv2mNEtTFD7GpNR1SV0bjIkZj5fw/YAo6qG1FavKMqAorIAFVrQEK35ZEWFIVQUUxbQpUVMo5ROGIpykQITWXuNgS6jrKZ5HO0bDcB4rKtXNmFgtOwyCPlU1bsTWEt/XeJ4tl60q1VxvH9+PG+HEXocw9Dv3gALqRsxNKIoJ47FG64i6DjCm15TVlsTxZrSeYIwPFI2LysP3bZllHPeI4zk8rwI8gqBHUYypKp+qCslzj8FggF0oz1DXPsYkaB01ZYaKqqI5tqauQ6IoZmkpo649gmCAMV4jgBaEoRVFe724Oa8Q3w/wfUWaLqK1IghCfN9DqQzf9wjDFBt8HxEEPeo6ar47NjWuLUWa2pwvKxpXlGVBWVYEgdeK3VZo84miBGM0dW2zl7T20TrA8yQvLcb3E8KwAHw8T7L4YiCgKGrm54cURUlVeQRB1NzjijCMCYKiOefVjCzr2LOlt1JW2nVYrmatea3LsrvSo+R4dUuQ90/WzuY+gC0PfBywntO5K+hUe3gd9l/ZYwE7o33QnWz3Qu58dcL7Al8D7kcbdhVstsLVscAJtEJWcuwOtsz/gB6T1m0F4FMzx0r7SJkQUFPhUzSz7gqfmqAVtAoiJqSsMEfKhCUW2ckSC/EC/c07bPD7EOtAGQK7YNM8lLvsVdlTVP3alK9LgG8DHwNedie95XDs96zNyHJClsPhcDj2AXcramHLli2cfPLJXH/99Vx//fV89atf5bzzzmNxcZFLLrmEU045ZR81c//kd3/3d3nzm98MwFe/+lVe8YpX8PKXv5yrr76al7/85VxyySUb2o8NTs7bcqqyXC3N6Qat27KaXuPeiqjrvC0Hk3Isyc4pCqiqgDDcTBQtYB1MI3zfJ8sqwnCeslTEcYLv9xkMDqcsNVUVN0KTFQUmkxFazxOGCXW9wHSaUVU+ZWnw/T5KGbT2KEvNQQcdgueFVFXYOIQMxljhwvNCgsAnTecJQx+lBuS5JooC6lqhtWlynQb4vsH+uW8zeILA/rTlkstE0WrW1NKSpqoUaTpPWRqyLCcIBlRV0hyzZjLxqOsYY2JsdpF15GidsLIyIs8jkiRqyrZClLICDAypa4Pvw86dBq1t2U5ZxhRFTRAogmDAysoynmdaQaWqCsrSkKYRWWYIwwStDcvLEIYa3x8ymWTUdYjWZeMg86lrxbZtI5QyGCOCkWYyGbdlejt3TokicazZ4weBaa5XiFKaHTtyosgwmZRNSV/UiEMR4FNVhttuG9Pv9xqxybC4eF+M0Y2AUZNlNVGkUGq+LSHNsglB4GNMgNYe02lImib0eltQymM63UmWlfh+r3He1JSlT54HBEHS5Lmt5n/ZsRKhVIDnzZHnirI0lGVFGHoUhY/nDdm1q6Iso45DJ2rKEn1AkefgeYayVI1gOGAyGTMczjUiccm2bRN8v2g/FwRW4AjDYTOuDDt2TJvSuBStFcbUZFmF5/mAz86dBWWZEYYLJImH1vY6xXEPK5gFFEXYCFeyCuQAYxRpOiAMA8bjCXUtZYw96rpiODykzaYqipzbb9/VfC+UhKEtxbQljAN6vZCisOdc11UjVCqmU4NSNWCYTguqakwYjht3pk+eFxhjxdEgqJlOp/zwh0tNHlpClmUzglEQBCwvT5lMskZwDfB9D4ioa0UcpyRJiNY127cvtXlenpdgTEFZQpLYcbe8XNLvD4njmiCIiKIS30+oa0NRgDEFt98+anOu6rpmx47tpGnaiJYVk8mE0WjUlhhPJtZtliS24Gr79u1tFp2UrU4mk5nFHPY/xG0kwtMDsY6sLexZwJHPwepscG2RmnBH/7zfDvwL1tG0eYPtvbv0gd/ZR/t6LPAUbF8dAmy24tXMo+Too2/gSG5hM9uYY0RMPiNO+dTE5K2IBZATN+/WFETkgE9F9v0l/vsNV/KgX3sUcw8bMqXHlJQpPXKi1RygBPv7PLAM4RiGGZDbK7KeG0uQq/dc4ArgGfuotxyOe5W1GVlOyHI4HA7HPuAuCVm33347f//3f88ll1zCt7/9bZ72tKfxyU9+ktNOO43xeMwf/dEfcd555/Gd73xnX7d3v+LGG2/k+OOPB+DKK6/kl37pl3jjG9/IF7/4RZ7ylKdseD+SWSUTL1klTlb1EjFL8mTs5Gw1wLzX67GyssJ4PG4zgKxbJSQIegTBwRhTtM6v6VSxuLgJcfHUdYLWi81xY0ajCXEsjjpDHA8IwyFhOE9d28l8Wcqqa3Xj4vHx/SHWXRNQVbpxVCzgeQatbeljvz+gLK07amVlO0qlzbYBYeg3TivwfRFPfHq9Hr4fUFUQhgvNZNkQRQHj8XJTnrUZYxRlaZ1AUiqolGpKjnyiaI4g8BkMbKZOHPfp91eaErsQz4vw/R6eN2EwOLgpKbRh+isrSyRJ2JQuWYEijiVXy2CMYjoNSNMEpRLAJ44lUD4mipI2NH9xcZGy3Ema+k1G0hxBUOJ5mh07dhBFq7dlEMRoXaBU2jqKJpOa4XC+KZ0KSNO4LT3LsozRaNqIlT2MCdG6wsYPRU1QdsZoNGkcanGT3dSjqmqKIqeqDJPJmNFIs7i4wGgEVQXTaUUch0253YAdO0rm53vE8bARdcqm5LSP5xnG45Wm9NNvytUiqqomjmN6vTmU0hRFzWSSkyR9yrKmqnzq2pY/gnUXLi1NW8eNUhVK5XheD61pRd661nieLRENAh/fhyiab7LFfEajCUqFxPGmxrGkKIoc6KG1h9Y+u3ZlRFEP348Jgpg4Tht3Xr+5/zLGY83Cgh2PRZETBEOCoE9dV2gdsHPnCPDo9QaNuFk2gstCk91UUZY1YRjj+zF1XbQh/GmasmvXLnbuzNoSujQdEARQliv4fh+ImxLRgPE4JwjiVkSyLqZeI3LmLC/n9HoxeQ5x3G9zvTwvQSndrHCpGvdlSRBEzT3gE8cJk8lOyrLCGNNmTRkTNK5Dr/negum0ZHFxE0pBmkZonQH2OyiKIsbjKVVlS5MB0hTKcoLWGZ4XUJY54/EKg8GgzXZbDau37jxb+rnMfe5zn5kVE4PAb3/Psqz9TpRFELqra+5/VGt+Prh5rBcJvnbmt1bMWku45ufaz30W+CHwH8AZd9LOZeCbwMOAe0MYDJntDynAk2K8IRyENWYdBzwUvIeOedCWb3IMVsjawu3MsUKE/be1kLh2E3LdJ29k7sSDWDhqSE5sc686/epTU+PzvU/9H4rv7+SG/9+/ccy7bZ9VzdYFMWUMYdw0bR5bZtg4s+Yyu69pvjH/3NHAy5vf99e0M4djw6x1ZLlB7XA4HI59wF4LWWeccQaf+cxneOADH8hv/MZv8NznPpdNmza17/f7fV7xilfwp3/6p/u0ofsj4g4A+Od//mee+9znArBp06Y2LH0j2AmmakthumWZ4rQSt5Xnee2KXVJymGVZk4Ujgdsxde1TlgHGDPC8eYzJiGOPqioawSElyyq0Tm0+UhATDjx0DP40IPTs5D5JYpRKiaJNpOkC0+mOtuwnSeLGfbGC1gVhOIfN1kqIItXke00IQ6hrW+aX57ZMKs8r6jqlrhOMseWKRVHS6y00ZVg5nuc3OV4ede2TpjHj8RRjgqYvkiaHyKaPlGVFVXkkybDNbcqyCb6fNk4PnywrwTMkvZhcVeSqxngaP/TJqTBVRqEriiLHBB5KgzY+vt9nOrUlT3bVNcV4XJKmmqoaoJRdZasoDMboJlsKbCmmR1HY0rIg8Pn+91cYjycEgYfnaTxPVirUQNKITrQrygEUhdeEh1eAoqqmBIFPGNJkaRWN88ujrkN8P2Q6LfF9j+nUlpNWlSLPTVMK12NlRTGd6qYdXlO+GJLnBVpbl9x47DVCic90WlJVNhOsKMD3I8Zjm4EVBB7TaUBd25UD07RHVfVaF1VV2VUOi6KiqqCqckBWBkxYWdH4vhVnbO5USFV5zTiPqSpFUWjq2jAaFYiQax1LNidKnIph6JFlsLJiM7smE0WWgefBjh0ZxtStWGzMuBV4qsqjqqwrKctyytKWVUp4vBVZIyYT1ZS/Kuo6ZDq1Za/iOjTGfs46qUqUChiPbVvy3GvGpWrLIauqoKogz7O2ZNSutucBCXluhUxjYrIMikIRhgFKDRrRSqO1ddH5vqIsfcrSJwgGaO03bVcUhV0EwX4vxI3AGVAU9t6QPve8kDy3/aG1FcjKUjVikb1mUmZYVbrNZfM8GI1yytIQRQlVRdMXPnluBSorVFVN+aJhMsmAEq3VzEqEEgwvqybKqpbbt29v35fvR6BdXEFELfke3b9L3PckVolIs3ab9coJu691/znfU8i97PcpWBHrcewuFK3lCqxDrAYedQfb7S1dCadkfb9SuOa1tHktnN1mwKqYdazhmC3f4hhu4EF8kyO5hUO4nUWWZoSsCT3+3+czrvub/+GrleLXP/1LRBRMSNsSRJ+anIiagGPPfhhhnXP/X3pQ694KOqWKLTFWwJLywjGoMaTNpsGduFGqzi4lT6s7IhyOA461jiwnZDkcDodjH7DXQtYhhxzCv/3bv/HoRz96j9scfPDB3HjjjXerYQcCJ510Ei9/+cs56aST+MIXvsA//MM/AHD99ddzxBFHbHg/YRi0K/yJIwFoV/MTh4GsCCilWSJyjUYjxuNxu9qXdUrE+H6P+fn7UFURk8kyQVCSJDZXyOYylSTJPGVcsBzsoqYmWojRSyXeJAYWiKKKIEgJexEm0UQHRyzOLVJMC7xSUU+SJkx8yK5dI+LYupoIM+qqJopSgsCKHTbQWjcB4ylJEqBUyHS6gySZY/PmTfg+FIWd/CtVNNlDFXk+YmHhIOI4bYKh7SS/3x+QpgNWVsYEwYDFRetyivoxKlBE8yHjbIIxmiAJSOOUSpd4oU8Yh3ilAqXaya+uNd6cx0AN0M3qi8W0oA5qFoebqMuKYloQeAGmhCRM2pX9bP8XlGXO5s0HNwHpWRMM3mdxMWVpaRvz8wskyZAosqKGMRXLy9tYXJyn3xenUkGSJI2jKWvypTyiaNhkN8UUhS3jsyLSGJsXlRJFPabTDM+LKQob+B9FKcZY59/cXK9Z6c0nimL6/TmWl5dbZ1QQlPR6qyv42ZXwYno964TZtWsXmzZtaUSGMXluiKI5FhdtwLwV5BTD4WaUUvi+dU71egm7du3qjN+8ycuyMzvP8+j3k7a8Ns+npGmKrN4p90S/nyErcNrw9gXKsuKgg/ptZlyWedS1zY6zjriIMIza0sk4HlBVFcbYsSuCcPd4njdHkoBSulmtL2zEFZvLZkxIGAbNyqE+43FOkkQY4zc5XSVzc0Om0xG7dmXN4gt9imJKGNogdCsU9Rq3lkeaisNNt/f84mLEdDolz/NmcYGcIJijrjOSpEdda4yJiSLr1lKqx2DgIatAWndZ0FyHoskrC/G8hDj2CQKPfj9qFiIYN2LZhCCIG3FTM5mUzWqUC83rVuBMkpggsCXQ1qkpYfYGrQvq2pay5vmEMAwZj8csLlpnZ5bljQNMUddZK9pmWcbc3Fzbft/3SZKEqqpacWs4HAKStaYZDocEQcDKygpaa1ZWVlqX4v7L2vLBrpBVMSvsrCdo7Wk2KI6uoPN8LQdhxSxhTzJJCZwE/BvW7rQv6ZZVdsW0tSJe9zy673XEugArZi3A4NBtbOEHHMktHMkt3Jeb2IJdlTAipyZoc65OPHHAv2/2OeGXjmxXLPSpmHaEKnFk0YOHvuDh+FRETImaVQtnkJjGftOeAa2oFdYQ+NaVtZZqjbglYpYkhbl5v+OAZq0jq7i3GuJwOByOHyf2Ssgqy5KbbrqJgw466A63U0px9NFH362GHQi8853v5CUveQkf+tCH+Ou//mvuc5/7APC///f/5hd/8Rc3vB8J9gY7mY+iaCbsPYqiZnUvu6If0IYjd0tnbKmNhC0HKJVSFIogBc+bwxgN2JX1tE7sioNhSd2v8RcD8EANwPM9tKcxu0Jb+uOV0FNEw4h6WmEWDEEvoB7XqBCq2ytMEWFMSlkG1GEBfdBFTaBiqrykCApUoFAaqKx7JYpA6xJjekCMUhFagzElSmnq2qMoaqoKyjIiy1ZL9awbRARARaVrvNCjUhUZGclcQk1FUZeoGCqtCXqGOqzJ8pwgDVCposorojhG+QpTGxRQjAtqVYFWKCAnI+iHmL5G1R5BFqBLTUho+8xTKAOerzAVTaB1yHg8JUl6TRh/RRxvIgjKpkxQNaWZCq3LplTOijhZNqaqxCGkCcMhNkhbwrJtUHZVjdE6xJiAIFDYVfi8poxxjOcFzRjxKApbmuf7CUVR0+8Pm7LGED8KyMqc2tR4sY9SNfF8jK5rlPJs3wS2yEtXGgKDCQza1/iJz8rKiJ7XpyxKyrokDpNm7MaNIAOeZx1CdT1pnId25ckkiZhOx00+VIHvh00AO/i+LYdL06hdqRN8tLar/sVxD6WKZtzrxrVUUBQGra2jyR4nJk1DjGnESl2htY8xNUrNEYZzKGUYDhfxfZsn5XkaY+y9ZgxonRME/UZMthlxdV03glWA1jboPAh6VFXeZL5BWfoURUiW1U1gvBWHjJEVRhVZVlJVhiiK0NpepzzPCQLbflv6R3PvRlQV+H6vETT7rfMrjvvEcUKeLxMECUEQMB6PMQaCIKWuCzzPll2ORitNHpissllhV3+030PW2Ri3bamqHKWi1vWmtU8Q0JQPJ2TZGNDNdwtA2CwYUNLrDakq3YjPNXm+Wgpqhemq6RfTlt/6vt8GtgOtiB+GYeOYW83usoKo15ZnGrO6HxFA90/uTJBizft3tv0dlRuu5/BazwG13uce2jzuaTlF2lh1nlfs7sAq1/zs/BkTQJQUzLHCAktsZjub2cYh3M4cI3yqNsh9So94LuEFl/xs8+FpI2T12t35HSFLfpdcrZgcn5qoKVQMamzlZR/rPrGVwPYxAGr7HdoLwKwVrppTKDuvT+rd4+4lDN5FDDkOJEwPTL/zfH/+WnY4HA7HAcNeCVlhGPKVr3zlnmrLAUVVVVxzzTX8zd/8DYceeujMe29729v2al9S/lI1/y1rGieQuGFWnVcrM58T95V116imVGdCv99v8qIUC4fOodOa6XhK6M+hdd04oiKiRBEfHJMPDN6iQgUBwXzApJgQmRhTGlQNwSAkOSRBJxq/HxAeFDDeNUH5UFHBAPzCx9R9/NDHDA06rglVhC41JoYkTQi8AM94+KVPuVwynZYkyQDPs64Zm/9jV0G0IdoJYRhSVTVZlpMkc60YUZYlfhSgvZpgwQpa8SCm9mp0rSl7JWEckgYBS6MlwjjASxVJPyFSEbVX4wUe/cDm8lSldXv4eFCCMs2KaJVGjRXZOCdYCKmzGqqAoFKEhAQEVEFFoALQEKURVW5dQfPREJqS0ViDMR6elxIEA+xMpyCKQuq6Iklq+v0FtK6JIp8oGhKGXluaF0VRk4FVNoHWMb4PSTLErhaoSRKbzWWvscbzbH5XFEXEaYxWmiLP6Q/nyYoMP/GJ+iEmMQwOHVAWJdFchMkNXl9haisOqMqW0Za5R6ADTL8J4fd9RmPNwnCe3lxKmQeEVURd1EReBB54tSJNe+RZjgkMXuwRRAGRH1EVFUWhm5w2g+9bh4XNgjJNKZqUEsYEgZ3MWpHGo66hqsTdlaFUD99PKMsCY1LCMG1z3Mqybsr/FFBgDHieRuukDZIfjTJ6vRCtQ3x/2GSVGaAmCIpm8QVI0znABv7b7LaqzU6zAk/UrJ43JopSlOoRRdaBFMf9JgPK1llMpzlRlJKmPlqbRiQqm7B4K9YZoxoRUjflthFV5RPH801pbslgcDBRFGOMx9xcQlXZ+6ssfdI0RakIY7xGzDIkybApybSh9mHYJwiCZmVLcYrZ62EXZ/DxvBClYpQKSZJek30n308xQQBZVhMEMUHQa/oiaVZxDNsVVYMgJYp8JhNbwmpLGVcIAtUuViErFoozTb4HreNv9TvPrvZJ44ozrTtSvg8l22v/5M4Eqb19r8udZWfJvvaVLPJN4O+AU4An3M19yZ8l1ZrfpdBuY3z5b/4vV/z153nNXy5yv5OLNvcqJ2KFOZZYYIU5anwrRK3Jxgo6ohWsilpAGxDfY0LUCFpt0yXsvVtiOGbVkZKBsovrtoTNYQO/WdmwWj3r7pnPbfjsHY79hyKxj/a5c2Q5HA6HYx+w16WFv/Irv8Lf/u3f8id/8if3RHsOGIIg4EUvehHXXXfd3d6X1poo8tuMLJnwSVmhTMxsdpQVXETssq4Mv5no+u0Ezvdjm1EUaxgogrkAPw/wvApjbEmWGUCd1uh5A4vgJQp/GOBNfTQ13sRHaSgGJVWvghgqVVH0C/BAB4Za19STmoqSsIowfY1ONSwolFGY3FCPa0xk0Erjez5BFWCMxoztSoW+bx1MWoNSEb7vtflH9txLgsCujAhYsSwymMSgQo86tf/VXac1hSmpqan7NSrCOol8UD0PYjB9Ta1qNBpiQxCE+JGPLmxZJ0ahCg9daYIwQGkPFXnEcxFe4mFKg1d56Kwm8H1MaQh8n5CQuqwxhSHshSgUxjfEYUygAqqiwosUQRVQaZtzpXXQZHlVhOEQYxKCQDVh+NYZY0xNFFl3URSlaF1hTN44sgI8LyXPi0akkYD7gDC0q7d5sYcKoQyssBf0QoghSAKMZ1Cphw5qm0GU+oTDgCqr8PsBuixRocLXPjUaE2nQirgX4/keXuAThFbIYU5RexoMeJVCaysUohU60ChPQWgwWePoCg34Bl8F6MyKj6bSGKDUJaEXNG6bqlll0uB5YeOy0a3bzAo+XpMzZtuSZZq6Dqhrv3EommZlx9V7zt5bIcZA2cwag6hxJRqPMIyabCndiIIeYdhrrkmEMTVVNe04zlTjMuwBdnGGuk7Icw/PSxDjpNZxI3TZlSyryjoOZWEBe00j7LTVoLUV+azQ5yMrJda1atrvU1WgFNR11K7kqFRAEETkOU0ZcUSe1yhlmswz3fRd2TiySupaN2WiNgssDHv4vs3wsoKTIs/Lpu/D5j61paM248+HZo036zq0bU+SmDyvmn0E5HlNEIAxqll9ddIItbTl1XYcq93yASXEfVU8XBWtxM1qr5H9fjxwWcdttNesdTOt58qSY2xEILqjLK0Cm+m2p9UW95TldUfHkO26TrO1JZbh7NMKiiwi70eUP8hRgc/SLo9Js7JgQcwSC9zOFn7AIeTE9JoVC22poP3e9amZkBJR2LJCRMhqviuoSZmSMiGmIKZAie4m5YWSCyRilnSBz4yIRdVsW1nHVljbXpSznTIr4UnUvcNxoJDHIXmsOs9lZWqHw+FwOO46e/33UFVVvO997+Of//mfefjDH06/3595/8///M/3WeP2dx7xiEfwpS996W6XUda1neWqJqtJJmZVVRFFURtibAUNmtwhv3VwycTP922wswR3+36PIioI+6F12GQGz0sBjQ41VViiego90OhFjUo8zLzGn3iYAtRUgYY6scKQP+djjEbPG/zEikm18qlHGl9pTGHQCTCn8OZB19r+Ie9DmZXgg4dnX68hVCFlUdjnocF4VhjzfA+0ndQWRWlXjDMVyleoSKESqHUNEfj9AHqgPW3bqSpKXRLPx5jYiiL0FHVYEwwCqqgiqzO82LcClm9dUQYDBozRlNOCutSowPZpaewExyQGXWgoQcca44HOtS1rDGwdSD2t8bWPwZBlOUGzyl+tavxBYOd7yn5Ol7oRQgxVZSiKqlkBr6aq6uYaFyRJig0FDxtXl3XHaF1QlqZxo0BRW7eTUspem6DG7/mUFGjfoBKF8QwZGXEvpqxLdKLxooCqrFCBokprdFBD30AFxjfo2gbYa23QpqYqKzt/9A0Ehmw5o5ek5HVOVdiVNYsiJ+gHoJV17UXgRT5mDHWk8bya2tMEnkJjUCiKSWUFmUBEMNCVIfJCirKkMiV4isLkKA1xktj+K1cDvuu6pjI1mprKVHjKwxhNmET2fHWN9gy11hAoVKKswOkZfOVDBKbUVNPKjv26otY1RVESxNYpVOmKwhTkOrMTX6XwPQ/8AHyo8rpdZVRrg+cpJpO8WXW0bsLypSTYb65f2dzLtkxUa7sSYVnqxplZU9cGWSjBlh8XKBU3WWxFswiDhKp7+L5nx0VhRc2ytG5HrRVFMUEpmrB466QKQ588l+B7WwponWU+RUEjJtO4JG0IvDF1uziD1qrJxALfb+6dsmpW8rRCWVVZwaMs7bmDPZYVxaoZ8V7EqW6JYTf3SpyqIlpJCa/8JwDQ/jzwWa+0bqN0s6hkXyW7i0Z3x5n1U8ADmE10Frr73QV8AjgVuzaf0P1T5LPANuAXWfUkiZwDdhXFLwBP3v0wGeRZTNGPOfH3nsiZL9nCgxZu51ZGAExJ2cZB/IBDWGGuEa8q5gCfqnnUM9lYImBJsHuF3wpfPaatK2tGqOo6s0TMkvfrzu8dEat9b70MLWZlvP3ZZ+hwrKX0IwpfdZ47IcvhcDgcd5+9FrK+9rWv8bCHPQywoeZdRFD5SeGCCy7gFa94Bd/97nfXFfV++qd/ekP7EWeBiFCyhPxqJkxKUeTMzQ2aVeRAKa/N0bKrwlVtRszqKog9VswyaZjiDX3MBDztYSKDH/uoWFElJWYBWAQTa4q5kmhLjJ5oql0VyijKsMRLPXrzPTw8vE2KyERk23MCFeCPPGqtyeucIAlQffCGPlVWEsYRyodCF+CDwVDnNSpQzC3MUY9qFArt2XyqWldUlKjAo6orpuWE2tTggx8ENiMsAK00JoVwGKITjQ40Jm0CrnVJsOhTqZrKlKT9lGmVoQc1mVczysfEvZh0mFLqEj/1m/wuBVpR7qqociu+BMqnLCqSXgKeQeUKUxqqUUVBgVEGrWsqKqIkRIUKUxl0pRkxsuVonqEwBcEwICgDqBUqADM1VH6F8QyEoDHNyn4FeV41JZQeUWSdenletePE9z38MKBSFSYCEqiCCnzoz/VI4x54BkJFXWrrmEsClOdR1iXzm+dRpcILPbzIIxtlKF+RJgle6hEtxlAotLFOKV8F9rzKmsqvUKHCiyKiuZiqWqJMrOBTeRVJGqPHhmjB5hrVRYWHjxcp/Kkdv9rT+LVPL03bkhsTWeHCD3z80CPyI+qVmk0Hb2JpaRdFkYNWti0+hHM2q0zC+qMwpJ7WhEFI6qfWrWP1MNJNKapQdh+VIo5ilIJ4Iabf61GjmZubaxxdGaVvg+11YVB4KE/hD3x6vR55nlMWJV7fQ2MIA791RQa9gMqvIIeAoBFjbVZbTY0JIPB862g0mriXkO/KKeqCOI5RPiT9hOlkYm1WxuCHPpQKAwShjyqhv9BnMpkQz8XoUJMv53ipwo8DtMlI0ph+rw+xoqhsSHyqUnzlEcdxEzwfEgQarfNWLNJ6NbvL91OSJKKqxnhe1ZQWGjwvpiwVngdR1CNJIoqiJs8n9HrzlKX9rOf1iCIYDOZRamwz2UIPXWrq2qffHxJFE4xJiWMPmdjIYgDT6ZQwDPF92+9haNvW7/daodCKpjZLME3TRmSrWmfXj8e/SWsdVbB/TgLXE7HWci1WzLoaOH8P2/wj1t11Euu7yL4C7AQ+32xDK2KRQTlKWdk8x0gNGS0cyU30iMmp8JnSYxsHscQCAJvZRo8JVeO6iimAoi0dBFrRSujmZfWYWFdWvkYw7Tqz+k3b9iRkwap4VdnyQjpvl52HW7nQcSCSExHhdZ5rbL2tw+FwOBx3nb0Wsq6++up7oh0HJM95znMAeNnLXta+Js4QyXHZCCJc1XXdhreLI8uuGKfb7bS2Th1jVnNjgLa0UD5v9weqp2AA3tTDJAbPKEh8alVDT8HQwNDY8sK0Jt6kqEiot9UEwwBdaXRUo+ah6BfowG6rPEWgfaqyQvcNamLwCfAGHmqo8BZtFhY5qEDZ4yoDGvzEw/N9fOPZDCqtUJ5Co9GVJgxClAY/jqj8ErTCCxQlJcr3CIe2xEylCm/goxKFX/uY0KCNRhtD1a+pvRo8BUNlZwR9haHG5Bo1VDAwBD54vbq5Zh6mVhAYyMGLmhKztCBKYgIVUq1keLXCC32iIKJcKcFXhEGIp60g5msfow3BxLclnZ5PGIX4Ax8/91G1sllbSoECpRV+5aGNRiWgCrsPi3X0lGVN0k9QKHuM0EdVoAKPYpQTJZFdpXEQWeeVMihfEfdjppMptdH4cwFeaDPAwsXQCkyBh1Y1wbyPF/owsE4bf8HHzz185ePXHtoYvMLDrwISfAI/aMq4DGER4Q88UAYVAqnCDzzUwGY7mcwQEdoxOg1saL3yMSV27tuYk+qiRqsaP/StIytR+MbH6/l4hYcBUIZaVyhPWQEvUuhSWxHGN1RFRU5GGZZEUYwfB/gG0vmEalJZlxpQTUs8P8BEhsyzs8giKOwiB1rj9zyorTtM17XN+0o9TGTvVd/4ZGO70p6KrHPNDwL8no+nFbXWlJV1B3qRzboDY8W60PaV0YY8zyma/K3aq6lDTR3UtuSz1lR1Bb6i8ko8344vYqj8Ch1qCq+g9AqqqKSONUVQUAVWUKyDiiqqqKjJvYxJPSXxYkwBZWmPWZaKqtJkmSYINHleN5l9HkrZEkjfrwG7MmNd+xhjy4CDoNeskhg0izRY91ZdQ117TcmwHWMqAY2mqkqKsoTalimGoUddSxmgaR1V8n0oJYT2NdV+J8pD8gUlLxCsU0sys+K4u1TWgUx35b7uioZdgSdk9p90ycDal4Vod1ReuBEehc2d+9k72OZ8YAnYwqoTK2W1bPHhwDeAn2+eV62IxRIwCllhjh+wBYBtbCagpsJvs7EKYhZYIiZnjhXqpo/EoSWIiBV3bFIiegH0mDLHiCjTswIVWGeWuLL62PcDZkQrYNaBVYPKIQwgqGeLKyvunmfO4bi3KIgoOkJWIf/oOxwOh8NxN7hbf+F+97vfBeCII47YJ4050Ljxxhv3yX6CwCeO42ayS5sDI5lXdpuwdWulaUqWZUynU6qqCRafn0cpjySxKxxqHVBpO0lXvqI336faUWEq0KHGj3wGhwxY7u2COTCDFaKkII199H3uy87v5vjzPtNdU6ZeRpTETJmSzvcoewVplGAK0KOaaD4kW84xgDfw8OY9gk2+DQ3PPOJBzEiPKIoS5XnoMsCrIYwiAh2SJNYNNVoeYXxjJ75GEccRoRdhKps7Ndk1IerFxMMIX/mY1OAPfAq/IEkStKcpqhLf81FztvwwTAN6m3vkowydaGqvJmfEYN4jHdaEoSKKK6rGkaIIKRmjtUccR0Qh+IMBg3iAr63bJjABJoAkSjC+ofZqG2BOkz/lBVTTiiRPieYiQi8kMQnxfExP9fCMR76c2ZyqSuN7AYP+HPnUBsrHYYyXe5RZafui76FqRbKYWBHEAD4MkjmKKqfMK/yBLSuM+xFBHNKLrCMrHaaMgzFFlRMMA+ssA4aHDEl0ggoU48mIVPeI0gg/8BgMBqSDhLCy///veR5ZNqUsKxIdW9FFa/r9vnUONnUuRVASVpo4iolMSNpL6PcHrCwtkwYpujb0dA+MIQoiAhMQEqGSxjYVY3PGKo0Xe6RzKUEaML9lnoIcHdQoz7Olh0oR9H20MYQmJE0TqqrC1z5p0sMvAuaH87a8zoNNh24mGAWUVYVnFDt3LoGCdJBSFiVBHBAOQpQPcR0RZTHZeEpQ2dJQrTVpLyH0I1RZsDCYp9peMskmxMOEIAxI4oT+XA/ta1TkESQBu5Z3oTzwsY6teD5mOBhSFgVZnltxOtTEw5jAC63bLvGhhizL0GVNHXhUgV0EIO7HJMOYuJegcqwbzfMIvZCgb7PvokFIEPmEg4hB0mc69SmzAmKsWKnAz30GgwF1XZHnijiuqCrdBNrbQPleb4G5uT4QYUzYrNKo8P0+SmnieEAcB/i+IghW0FrR60WMxzW+3ydJUuYXI+L5xIqzkwlBFaCrFfQ0Jo49fH9MkiQkiWqEsLr9DgyCoAmgj0iShDiOGY1GeJ5HkiRtKXUQyIIJSVuCOBgMmpUfD/Q0IRGnuiJVV8hae35rxSzZvvv+j9rN1S1bjIHT7mDbEDi+8zztvC5tHwLHNj8D+9qI1cc2+MH4EOJ+znY2kzJtVyuckDKl17qt5lhpEq4aJyIVvWb7uFmNMG6m4YKsXQhW+JobjwjHrLqu5P+vAlbFrLp5yHNYVaZkO3kthjSBMJ9NONsfPXgOx0aY0rML6bTPnZDlcDgcjrvPXv+Vr7Xmj//4j3nrW9/KaGRzJ+bm5njFK17Ba17zmvZ/yH8SuLvZWEKa9togagkrVkoRx3EzsbQOhclkMpOHJRM6KSmUzBjrzKITUh0RZL7N9pkWZHlGspiQRiljNQIFUZAQ+GNWxsvEgaYqrKshy6aYnqEsC+qgtqWMo4JcF+idGp1rlAEv8PBKDzza43jNyn+esQIcBqIwtKsGTmumkylBZB06ZV6i0Rg0VbM2eTUt7e8BJL2UKB9b4cTDbldVjHeOqIKaxUMWiKKIrMyITIQqbGmayTXjH45sDlle48U+wSSl2BEyqVPycoLve7asLk6Jg5Ry2WAqQ9IbUGqgMiwXKwTGR081VV1SrhTUaYWZGOpRzYQxVRATeAGBCshNTm+YokON6tkSp1G4QnVQRRIn+FmAqjTZJCPpBYCiGlfsUkso41GXNTqrUZViypQ4jimSAqWgzO0qiWEQUmUVSRTjzwc2eF3VTIop8jejX1sxNIkSm2Hma8IwYHnbMkHkE/ViQh3S83uEOrCuqMywY2knnmdLvAaDAWZs+0R5Nncpn+b4pUev12cQDCiygpgYjSbUgS19nVbkdYbJDKVfUUxzqmnVlPwpQj+kmBTo0rrTojBEBTGTqR3nxjMYZVgeLZNXOQR27Cf9xApZsS0rw4O8LABDEPkkQUKWZwyHc0yzjKzI+OEPf0hRFfR6KVEY0e/3qaqKfq/PyFhxpKhyAgICz66CmZHhhYpe2rOCT1GgjQ2pD4OQZC7FizzmF4fWlecF5LqgMAXxICIaRJjAZk6lw569pxNbChjGEXWoSYOUoO/T7w9sJWENK9NlqsaN5Ps+FSW1V6MiRdgL0doKsn5kFw7wQo9e0EeFEEexLfGsa1ayFeveS3zyyhCkAX7k49XW7TapJ3i1RxDE9HqLTCbT5nukYjAYADGTiaIoQqJokaLIiaIQz0uIIh+lekwmOVoXaB0TxzH9vqxmCFFiy3dXihXiNCYe2O+ymJh8Z87cXEVV5U2p4xjfV6RpShwnTCbjNvfK9z2yLG8dVuI+LYrCrqqpFFqH5HnefgcuLi6yvLx8gJcWipsqZFXQEVEoAf4ZK+Y8eM3nuuLXWso9/H5vsV7BXPd5j9V+SDvbp9hzD4HKdskI68jaBqNvHcx1B82RDCbESYEf1NSVT57Zf1+3zP+AHlNWmGNCrxWmgk65YI8pvXxClGnCjmvKBFA1wlNQg8qwVVJjrLuqa51KVl/71HaYTuCZ92XVvdXVIkXsyq2IlfqrrqyQ1QD4tT48h2N/pyCk6DgZCzZWreBwOBwOxx2x10LWa17zmnbVwpNOsvkUn/vc53j9619PlmVcfPHF+7yR+zM33HADf/EXf9GuXnj88cfzW7/1WxxzzDEb3sd0OiGKem3ZjH1tSl3XxHFs3UaNEyvP87bsRiZxaZo2K5nVbcmNBMJHQYTSNKujVfi1DwaUURRZgRrYEqZ8WlDUBYubhtQTGyDeVz0rgCRYJ4pnXQ9EhiRI0LmhnBbEw4RipSAgwCjrJEvSmGyaE0YhOq9tYLnkXFWaMAyhhslogk1ZV+BD6NsStLqqCcIAfEWpS5bHyxR1yWAQ2yyt2v6F3x/0WZmuMFmZ4GUe2jSB7ysFeVUQpAHRXIzKFF7koXLwpz5pkhBPEkJCAkKKaYFfRGhjCEY+URDjlR4+PtkkI/IjQgLMuMDDI9U9Yp2gc21Xi/MDvMpjmk3x5jz8yCf0I+JBjPZsmL1OfcajMeFBAUVWEEQBoQ7RkSErJpRFyWBx0YpElRUc6qwm8AIbbj6IbannyOZWZUVGVVg3WT1ntyvrkiiN2Ll9J1EQYXJDnmdUpiaNe3afWhMpRZEXmNIu4FCtVPixR14W+JVvw+21tqH+HuRLBYHvEwS21DAqQ3ppj3wpo8gaN17uURUVta+pm8wnP/DRhXWthSpCVROiOMI3PpPx1K6KWZRtQLePT13X1H5NnmUYDGVVUpmaSldEYUiWZRht2pw4pez4rKqKvMxJPJhMxwShjwGiJGJhYYGdu3YQBAFFXVoxyFSMJ2OyIkOVCryUyXRKHMS2dLcuSXspmibsPfCpdY3vWeFTo1GBR1bn+MonL3MW5xfxY7uiY57n9hvWKPI8J4xDClUQhRFlVZDVGYXJKXRJaAo85dlSxFChPIjiCF1rgihE1Rm1qpkUE7uqoGdYGa/gBfYzxhhCQiqdARAmkV3Jk8pem0gxyTIiL8Iojd/zCZOQfJSjcjsWqqpiNFkhTCKmRUZV1QwGA8pSN7ltOXmeEfcSKqqmJDogz+1sPAhC8twuXAAGExjGxQhCWBotWYGtqijGBRSwsjImiiryvCSKDFVVNuJ5hjGGfr/flmj3er02+2o6nbb/YSLfkXmeN9+DtlxTvj9lQYwDj7TzWCtkgc2I+j9YWeORzWvryRvd86+x1se1wtF6ffQd7MoUD9jbhu+BPTnI7ggR5IZYQWvSeb3bP8FqRtYS8N3m90FCFiRkSeewAbAA24Oahf4SE9LWdwXwrf+7i3C8xJNPnjC3q0TtYjdxSgWNN8w06yaq5nh58+jmYUGbAfjqz1st/inHQ89jtc3dLpHw9xiGA5jusgKWFFY6EctxIGKLc52Q5XA4HI59y14LWZdeeinvfe97eepTn9q+9tM//dPc5z734YILLviJErI+85nP8NSnPpWHPvShraj3+c9/noc85CF84hOf4AlPeMKG9lPXus3HyvMcpezKY7IalwQYg3XElWXZrGK4utR8Xdvg4yzLmrIcQxCExE2AfFWUKG2ztGIvwsO+FhJQVAWm9FFBTBQlrGwr29yiMIyog5pA+Xi+zTzyYo84SKAPZsUGlJvAgIKqrlBatXlGNgeosKuS1cZmChlFZSpMbShqu0pZXdUQGOI0oS4qwiS0Ak6poDaMpmOiJCJOIypTtetJxWHCJJuSTwtUabOj0FCOG1dXbkPI/doj1hH4irSomauHqCkUJURxaIPPx9YZFum4cXnUBL6PmliRDV/hTTw84xHowAbCTxQJCUrbCbcua+qiQkc2wJ0YCs+WdTGnmHgT0oNS8iqnTmv8WJMzpsh34QeGcLNHOSlQhNS1op6C0T51oSnSHJNBMSrQU0OxUuCVHh623C4rM0xhHUM5Gb7yKfPSCipAMS6ophWmMlRzFVVZYVh1+1WpXTyAiSGIrPPHRFD4JaNdI+IoAqUI/MB+Lh+xa3nZOmOCkLIsKbKCOqrIspzBwECuWNm1Yh1UXsB0OsXUhjIryTO7WAC1oSwrtK6ZVlN8z8NowzSbNmW0VpgwxlCbmry0Qodf+O3YrrzKOsXKjLIumRZT9Miuhtgf9O0YB0oJcy9KtNKMR2MqY1d99EOf5eVdxHFiV9csa2IdM8oyqqqiF/QoTYlfe5TaZj8ZpZkWUyIie//WGbWnKSnJdY6ONErbjKwwDJhWU7zaQ1d228qrrdNR5dSFdRkmSQK+XfygqHKKvKA0JXVVMx1N6A8H+NonqzMCFVCrmlpbkbquK4IgJAwjyqqkqHJQikpXlKag9ErqsiaIfHKTMdVT6wBUNj+szZXDrvjp1R55nTHKxtSmwkQG1VPUaHKV42ufqiqpa4XnJaysLGMMhHMhlaps6WUQM5quYAx2YYSiJiJiOi3Q2ioEnmd/ivgkK7XWdd0KWdNpRtAIhLJCo11hsWrzsvK8IM8zVlZWiKKozQw8sFgr1IiY1S0b3AQ8FVgE5pgViboqSjdl6c+wtqHX0qorM3QlkncDCngVVkjaF9zRnxvSfnFcybnKuUtOFp3XO33TFbK+hRWzZNMAGGDdUQPgvjBamGOlP9dMsKO2FW98wa3EfslT/sGgCmwufcZu+Vfag9NeAdrANW+1C7hSsSp6rc3LCuB3HgeTGnqHdraNm5/rRJmFNQwzmOarYpYTsRwHIgURoROyHA6Hw7GP2Wsha8eOHRx33HG7vX7cccexY8eOfdKoA4VXvepVXHjhhfzJn/zJbq9fdNFFGxayfN9OdIuiaJeWD8MmL6cpIRRxS0oHgyBsA5ulrFDcWu1qXUah8Gz2jh+RmZw8y8m9nPlhRBwmaDRes02tDcu7CqYrVgCaTjPr2kqVDaFVHkor8jwjW8nwx75dgbBQVHVJ6EUo3wYzjyYr6MpYZ5PnNflTiiRI0UbjlYqszojSiKoswbNCQlkX1GgUiqwqqeoaP/JJ/ZSyLm2IeeBhmlKPnTt3UtYlfugTqoCqrFG1DYdXxgcMo9tHeIFHMoAwCqnyiHpnTdpPyUcFE2OzxgbpgJ6Xkk+LNtNIGYVemrBzNGLQG2Bqg2esmOXHPkHtM16ZtGVwQRDiBwG1KfBiD9W3bWGgyHs54WLN4v0KhvkSaaAJTU7P19TFhDobUa7cwKYwwg9jSuNjUo+pDgjiPiqeY1woRtsNoV4gmSb8f+z9edAl6V3fC36eNfMs71tvLd1V6kVqiRbaEJKMLJDsG9wZGHMvHoORZTzD2GBsiTEMQVgKe4w9g+DC9QZmNThgJizA145hM/bMBNjmwjWOa7YLlnQtBEhu4W611KquruWt9z3nZOazzh+/zPO+Vd0tVUvtodo+34iMs+XJk5knM9/zfN/vojaKulfZM0vqBoabPUfXjuhzL4TISF7qKuoyU8WSdfPJQ9p2hm88TlmsN9SMtACiWB0eU2rlzJkzGKdhA2mQHLGshHS9ceMQ7z3OOLEkxoJNBu8aKrC+via2kRQixlgqUEKhIESKQQLTlVYSPB4Ks3ZGjGKhNFrUg13oKGS0NaLqc2JHbWYNMQaqhi70eOfRVloPbbLsLfdE4ajhxuGNUdHlt014KSb8wnO8OabWStd1kjflhESNOpJKwjUONPShJ9dM61qaxlOMtO/5VsjVUgqHxzeptXKwf8Dcn7Trnd8/j1JKlEIq0Z6ZoVpETZczs9kMYww3r9/kaHVELplFu6Ba0BpqrqLycw7TCGFVTUF7hcZilME2Foslp0Sfe24e3cR6i1JI/lmxqFZswClkYtpQTKFdOmpX8EZjXAtalJH9pmcVVyQdcWPxQ1WF5JKE0AOUyiqt2W/3tll9sUZooXqYL+ds+jWzvRnz2UIaC9tMuVGotZDzQM6azWZgNru1vdW5E+XQer1mGAYuXbq0vSaebnc1xrDZbLbkv7XS9DmR/S8sTATNPk8ns07nZf2fEWrj+jjBScD77bV4IH5jNT53ewTA7aqsP4QooFo+OX3yy8AHgLdzQjQ9VzyTvXDaztOE1unXTivVZvJUD1xGyCw4FcuV4cN/Ce55KXzZ3xAy67Blc//sFhKrIfAVf7aBjweWa2SXTpbB09lXAAV8hlyBK8juPG0XzDwtM+urvwA4g+zSichajctv4NQ4f7v++wm6K7eqsab7O+zwQsGAw54abgy7I3iHHXbYYYfnAc+ZyHrd617HD/7gD/IDP/ADtzz/gz/4g7zuda973lbshYDf/d3f5ad+6qee9vxf+At/ge/7vu+74+VMQe7W2m3LljFmq9LSWm8JrJwzfd9v7+csjXtTS1fXiYqllEQIa+btAiys1mt00dIGaAybTQdHFXVOQRzb4XRD287oa2S5XKKPNPP5jOwlwDubTAgDbuaoFaqSQeNms8FkjUNIuaQTznm0VaRO1BIqK7TSQmJYR6iikNFWSCHvG0rJNK4V22BGGtG0JldRabhq0U4sb1prjLW0aNqmIdWE0ZYSKl432CKKDoPYz5zysFa46iBCvp5Z31iPijVRLqVVRBmFTpqSMklXUsiUULCDwRSDqtLAOHSB2IpyzWQjtrEirXcpJaovFFWpruDPNcRFz/5Bh01HzDZXWJhIG9acnSlsXlPzMYulRWlN33U0swVFe0LRFDNjkw4x7XkOgTPnNNFGbnaOGs+SWgmXN9Ziq2PfncE5j0uO3GeckW12WMiKZbuUIPNi8cVTu0q/lmDs/dk+Qz9wpjkQlUuvKaHSlIYSi+wfrTFK440jrCOlFtqmoaaKUZq8yZCgMR6CYu4W5CjZRWXIZApJCeG4mC2IUVRjRot1r13M5DvNkslmnJEg+6ahqCIB+EoRk7RYNq6haTxKaVy1hCCKxU2/lnKBIZOLrPvNm4f0w7DNn7LW4hqH9RaUBNsbLUTJfD4X+6ACtBCCRcmxV0arIwb62EurodYszy62lsd+6CWwfGZJMTLkiFs6NBo3c+hGc+P6dUxrUa0ip8T83JzFwYKYIroIwVdqZZHEVpmLkEm2Wmb7821WlDYabeUaYpWEvtuZqC0lGF3jZ42oMpXFGrHTEqExDf1xT1WFTGG+nBNj5NzZs6iqRUWVMgtdOd6sKG1hbyHlB+E4cGAtGkPMkZvHN9EzCZ+HSswJ1Wi69YaYIgY7HouOUtRIukPbzjDmpIVwIvGB7fVvGAaefPLJbTGGXBOFqJuuf5Olerlc3qJafeFgH1Fb7SF2uj1uJbNOPwcnWp2J5pj67eCEgJoev328zZw0AD4bvgQhik5njJ0mm6Zl/+Z4exl46bMsKyEyqYd55p8cK+A/IE2Gp7+vKQX915AcsBdzK4FlEQbo18F8HqQWrvJ0Ds9eh6d+Bw4/CJf/BlyQjwy5IRtZn4aBGRv+8rsq9/wH4HHgSeCIE9vgKXuhtvAL/0f5eHX51CpPZNfpdZjUVmeA+8bbxAlJdnOc2nEy3EJq3ZuA6yff7unF77DDCwGRhnDq3I9PY2132GGHHXbY4bnjORNZ3/md38kf/+N/nF/8xV/kzW9+MwC/9mu/xuOPP87P//zPP+8reDfjnnvu4f3vfz8vf/mtOSLvf//7uffee+94OdOAesq+mnJhgK0KK6V0m5VQ5ptemwZ2J+9NgCLGAD2kIWKCwRaHKkCuhD7S1lbaZDLkvqDqDKvF/uesDLqTFrsgWWyQNQRaMwMPtangKm7uMdmQKBLc3XhKyFQlQ6FaK1iIMUFRpBjxrafrOoy3NL6h6yT8nQTVFlo/I5VI6AaqFSVUM5NWRmsMxhjmszld6IjdqBIpYLWofcJmoCrDrJlDD0YZIdSSpvEN/dCjvcE5i46a1dEKZRPOOmrS5JRIQ8Iqh6seVxwKhXVCmNVYSDnTNi3OOyqFTd/h9z3VavRMofcM7FX8/CZLbmLjFRbhkLN+YN90XNIOm26SwlXONw3L+ZLr/XVas6Tohh6Dafa53HWYfEybNXPVsilrrHIMe4khGYLeo6aAaQ1zP0MVhVorhjAQUySuA0VXvPIMcUBlTU2VEiUYPBzJe1OU79oqQwmFuAnMZjPCkbR2FS1tcr715D6Th8QwBNye5HjlIsdmHCLtoqXkzNANaCV2UpUU1VYJstca6yzKK/qjDtMacknU6qjjsR9zZLFYEEKgkDGjsi+XDFSMkuZCYyzDMFBLBS2qvS5IXlTbNmgjKqZU0zZryVpLN3SipGsss7aljwMocM6OraFCBimrME5UQF3oMNaQakIrLQUDrZeMt7mHXOlyJNYgLYLWcxSOpYShCrnS155UEl3tWdgFfe7JSdoYWz/bKo76MqBQKAtJJfokLaTGGIoqKAM4KGP5QaFQXcW1sj22WFFzDkJAS8AcGCukbNWFoqQ5MddEZAx631SqqyhdKamQVMQ3jey3fYuZW3RQmKwx3tGvxgZGI42o2muKzqQkOWPHXWYYemZuTgkFnTXGaMCRs7S2lpLGnK1+S17FGDFGXl+v1/R9LyTm+LxSanvt1FoUmBMmVdYLBxOJdW68vzfeTvfnMttynABWc1g9hBBTE4l1e5rS7bTHp6JBnkkd9WzzfANCYn32+PiZ1Fu/APwukrf1Zaeen9bj/4Wovwbgf3Pbez8I/BTidf8Jnm61/HHQPwP6lZC+S0in04sGsPfAfd8PF86eNBv2kJMoPC1Z2gc55uDmShRWTyBE1qTKut1eaEE1nDQQ3g5zMh8g5NW9CBd3bnx+IrGuA9fG2wXCzZ3K9VLjW+MounMIv7bDDi8UbLbn7PR4Z5LdYYcddtjhM8dzJrK+8Au/kA9/+MP80A/9EL/3e78HwFvf+la+4Ru+gfvuu+95X8G7Ge94xzv4uq/7On7/93+ft7zlLYBkZP3dv/t3ede73nXHy5E2MBmk5Jy3A7P1eo0ZCZtSitihToUXl1K2jYZSQ2+3Qe/eN4RgKKlCqltrn7UWbTWZTEodw6YnrzN0CmYVVYwQTSExdwtKKPR9h+s9tREbolYK6y2mMSSVwEielLYOtHyG0WZUryhQSsKzQ8BUGVj7mUf1mrRJMrZWmUIWtYm3orZxSoLCa6Yb+rHJDrTTxBAgKWyRjKWSCiWJWibXjDIaEww5lvF1UWt0hx1938Me1CKD9WwKJWZsJyq3qutopVS0qiWGKCH0XpQuWWV01jTek/sOCmIfVEosX0WIlEjAWoOadey7Y+7xHXa4znl9kwO15h6z5p5SaNVNUr3MoocXLe/hqfIUTVkQiqfPBlsO8CS8iZz1DdfSkiMG8kYTbeUwVzhzL6keyLHSVXp6nHa4xhE3AYo0FxJBo6UFsQ+oqlFDQQ1KxooJqDIPfaV1LXow+OQxWqOVwWFRUTOzrVjFYsEkS7+WpjltNQQwjaHxzVb95KzlWkg0WkLgQwzoqgghA5J3FEPEOQlu104zb+Y0M08mk2tB68K6W4n6zFi00YS+F0uhM2LR7aKQT1ox8y3Wis1w03XknFAFul7IkqbxQGXoh626qdhCoWBHC1s/DMQccc2o3mgbhtTLZ6CoFDlmHLTzls1mQ7GFpDOKIq18q5NWzsY1qLGBEQdDGWicND5SNXqm8VnUV2lII6ETUEqyrFAKNJRUUFYR0kCqEnqedd4qk7SVzDeNIpvCEFfMmhlVQdQBMzd0Y3ZYUIGqK13c0OWW7AqLPWlvrEMlrTJF9QQG1GKPQQ0sF0tyKZS+kk3CWc9wc5B8PyrNvKGsCzhFVUXUa6EjdpGyEe/VfF7o+x7nEjmnreI054z3Xs75MSdwIq6m696Uj2WtZAguly0xxu0yJpXrCwP7CF1xnhNF1nTfwQEn05T3NDX1Parg6kMIgTVRHBOpdfp2widrNYRnDmV/tv04rdTpZd+O1wC/zdPbFSe8CbEofjYnSrGxjZCHgUvAF3JCXk0T4N8I9Z/AwRfJapyOCTtFOtG+UXjAdOtrhoQnMB9bCt11ToisJxCCaQp8n1RZk1BsgXwXBiG5zKnPn+Y5wwmJ9TJYv1xztTk/Jjxm9jjm7PUedQUhzq6My20RQmtUcyngAQvuisz2Qjmqd9gBJCPLnro2hFuUnjvssMMOO+zw6eE5/x766Ec/yoMPPviMoe4f/ehHefGLX/y8rNgLAd/yLd/C3t4e3/3d381f/+t/HYD77ruPb/u2b+Obvumb7ng5KZ2Eb0wBx1P7ILCtkJ+yYZxzWzthKWUkrsQiN1kTJ4QQ0ElhEcWQrnoblWK1pUbJ3ykxUzXUoKT9rCY0ipgzMSVssuRYsMpgG433Dh3GgaKFXPM2WFlrjXZChKjRqpVKotYCRRFTwCLEkDJiUcxkUs2ELMoySVLKslwj90su2GJoVIsyCqqotEqqqAQ1FSqKHEW5kzohnAyWuJEsphILw2pgGZdCQugCWpNTgaAgVcnsGtVurrHoQZRgJhlSF6lKSB811+hBb1v2tFeoooRQM5qkM8knlu0xy7LmXtdh9Q3ua1bspSvco9ZciBua65GjyytMb2juSyyvgfUDjeuY6cTsnhWODa4E9vSSVu+zqGcI2rLCskiZ3DYc7Xm0aTHKUE0Vu5tV5FhIQ6TaKuH5qdJYaUDUaBhAdVBjJXRha+syQTKXVNKoXkkIuALlNdoqfOvx1Qlxsa7UTkoHbOMwxeBwtLplE9dCBGIl8rVIVpfBoLXBKCHWCkW+o1LINaONxrVOWulSkOMdURBRE9ZY0Ahp6QzKKIY0bK05RputLXG+WBBHQk1jxGqoxLoKUGtBjefa1IqZkpQOxCzB8HU8b7TWaAxVV3LJ22O4KiGzqi1bxUZKkT739HmgaRqsN+i5JpdMSAPVV4YybMlqbZWM0cdcrNAHnHGEGNFVUx0Yp3HW0deeojPFVEI/4OeOWPOYeWdFGYW0kpZaCCFKLl4qVF2YtXMIkFOmNJmiKkVVet2jtSH7RNOKCrREIfeYK2gg5UhtC66MYfOrgioJu7Bkm6i2iIqy0WLdnDlKraSYyDUTc0RVyWqa7IRKKVISMiuEsFVbTdeUpjmRv0xKq0mVqpTaXhen6+dEet39OAdcfIZbJza409MBJ4RNQqx0LfD+OaweAI4RMmiankn5cNqCeDpPCz65+urZ5vlUCq+Hgf/bM6zDtJzXjNO0rOPblvnXEKLvdOD7+Pb918ClX5B9c3sx4mkya7Lt3bbqlow5pcjiJkJeTWTWFeS506qssVWQM+PzcCuBNSmqFuPjc8B90L8UHmk+i2tcYMMMS2bJMWfPHXL+3DXOv+gm7hMIUzURaYtTn9fCRQv2SZjtsrJ3eAEh0GBuIbJuz+jbYYcddthhh+eO50xkvfSlL+UTn/jE06xz165d46UvfenWEvdfApRSvPOd7+Sd73wnx8fHAOzt7T3n5XjvtyHFE2kFiMJiHNSllFiv19vPnciryWZzuxWxlE5sQFq+4tAHTNTEJINy6wyqKBrXkE1CK0PRRRrMQoIiTXLGGJbNAuMtycggFCXtbzZbjDOYxlDnQpLkEkQ9loUs0HVUhWiNUpoyVApFyIEkKhtjLVVXlAHjRVWjjZY8pkaji8EkI+qcMR9HwVa5RkGUZ1FytYzy8t/zDrH/pYTqlWQT4fDKc6APWB+toCiU0+ikGTpJkHfOySA4CVlorSZ2A1krjLJopUklE44DOSS8nsMgwd1FF6CKImXZQFNoy4o2XkMfX8OvH2evHnM2X+HsjUi7mhOvJtLHEy0N6Vok38j4hce0QhKWqxmlBtrjJ6l7H6fXSwLnOZvO4Kzmgfmcm2bN0Dr62KCdpjaVGipd6EkxUjOsD1fQg46acCOKbVIbaoUcM0Xn0bIKXSfB5JuNom0b1kerLeHgnKdtW4b1wGoldi8dNbpoKobQB6opJJs43hzTdR1ab8BIe14FGIT8GcwARhGHiGnN9vjOObPuVrRVQv7X3RrnHIVCs2xRhVEJBcoqYpEBeylFiJMgGWnr9Zpa4cbN62xWnRBGqWyJkM2mo120YqVUlTAM6NkMjeS3zdoZIUkJg9IQQ6TmKsHxrZQbdIOEpldT2IQ1SY3tfw6xQjZC/riZrH+X5NxMNVG0lA5ISUIhm0wiknKi1EpE2gpNoymlEoaAxaIZLZqmYmdWiElVxD7aeAmE1xnTyD41yTBv5/jGE2KQzLssjYnee7ydFGEVv/DkUugZSCkT6kByCWsN1hrcvkMpP6o9Icci1xCrwcJsf0570FKVtFP2uZfGQ1Vp5w0lOSGjkwNujOebWFfn8/lWYdo0ouabjruu22yVqVOg+9QuOjUWhjBs55mIrbsXPwZ8LvA1CHF1EbgfmIsIaZounLo94MRWmBBXX4uQLL91EVFkHSFk0KfCRGi5U49vhzv1/LMpuJ6pLfFT4fRnnibTTivIIkJgnQ64704eW2SfPITsH8vWNrhdrdOrNLUWjoSWsUJiNQw0DMzz5sTqN6mjnoB6DY7X0h4IMGtgbwFq4ISsmhRY7anP3OdEjfVSeHTxEj7CwzzBfVsiyxM44JALXOX8mWvce+ZJLj74FO3jyOHw0fEzFvCuj8AHVvBPH4CHDp/Drt5hhz9gBBzmVP5d+DSW8UM/9EN813d9F5cvX+Z1r3sdf//v/33e9KY3PeO8P/ZjP8bXfu3X3vJc0zSixt9hhx122OE/GzxnIut2smXCarWSlrT/gtB1HbVW5vM5e3t7PPbYY/zDf/gPefWrX80f+2N/7I6XMw3MpmB359wtVsJpMBZj3JJXU6jxhIkImwZ9pUzBx5pQItRKLaMdMVVKruiqUBU0BpXAFEPqEt42xBKJMWCVRVUhi2oR+15OUG0lligKHGNlEKwkq0dXLVROrSilqbWglZZso5zQRaFKxWkrjXiqSjaSAqwoq7QxFFOgigLFV4d1BtdYCdkuShQeIVFiFltcEfWRqxqVFSYaTNQQQQ2KWgrKWbzz2GpQNVFqImfJlKn1eNy3Zrwt1JqQ0YkkfksOjyZnqFUBjhoqta/omZLcoQqlZpRV+MXAUvcsyjFn3RFn3BEvUldpr2zIlzV1U8mXC/rjGlUVfTPABoILmKWh2EKeZ5LPDIcDnCtcuu8mZj9hveK6vk5sFEZ3DGrGtflAGmaYuUH1iqrqWAxQCIOEt8dVTzaZWiEqMEZRq5AAIXSU0pKz3xKoKTWs10cYI4HqObfUOlCrWN66biUEorFiIR0ixmiKFYVdCGKxrBqUQfK6VJFMrJjleKmjnRMlSqcxy6rWsrWlKQNVS75TGhJaKZSVPK8K0iZp9aikc6QUhTAtmRAjaDnH0HV7zkyk2aTCqshzqSZ0MXJc6ypEkwYM1CwKQdOYMQBOWjspsI4bFIpQA1mL6iuZdIsbKhFJNaNbTS2gZlpUkb6iqESVSEQqlUSEqvDKoawSAs8UiqkYa9BGUZH9VpRsX9WVYjKlVrQXhSK2ohBCrVKlkTFGqi+i/qJQEXIounHfa1E8Zp1IJlJMRnlFaSciUEjpUKJYEytUX9AzLbZgLbbCrDNu7jDK4pRYXY0xqGrR2lCr5vSflJOsv7JVnE7FF8BWtSXXubIl7yeV6jTPs/2tuntgEebkoXE6L8TMA6em02TWRGRNf2anlr6JyDoEHnkIYWImQutOsmjibfefjbD6ZK9N2zPhTkmtiSi7ncw6HVp/+/zj8xOJ9UpuJbKujre3r5LlFmumNwPmlCLL9/HW8PUnIV6Bj9080blZwA1wbpzmZzixADbcajE8ZSn8+H3n+BCv4EO8gid4EcfIP7yaKZuLQ85zlYtc4b7FE7zolU9w34uewt07LuM/wof+R1h5OH4A9p/7/8t22OEPDAGP/gyIrJ/8yZ/kXe96Fz/8wz/M53/+5/N93/d9fMmXfAkf+tCHnjWPdn9/nw996EPbx3f334Iddthhhx0+HdwxkTVlPiml+JZv+Rbm8/n2tZwzv/Ebv8HrX//6530F72Z8+Zd/OW9961v5S3/pL3F4eMib3vQmvPdcvXqV7/me7+Hrv/7r72g5OWeaRgioiTyYiK0pK2YaqMHJQG96XErBOcdsNtuqs/TYopaj2MckVkdUCkWNWVdoyTgKGYKQAjVWDHokxQw5FUIM2MFQ24o1Bu8dVlu00xRdpKmwJlJMRB3xdbQjKRkca22ouRJTlLykMWerKlHlFFVJKZJL3qq1tDVYNVoKlbSfVQW2unG+TK1mq5zKIZH6jC2GECs6KRggD4VUIrWCazWlHNH3mZR6YEVKq5Fsy9S6otZCSlPoCaO6zWOtNHjVash5Irpaag0415L7SkiRuqjUVMi1oDQY26P7Gyw55qBc40x+kjPXCsPjUD5WiDcj8YlI99jADTSzpWXTR1oHc53xNlIXhbKXKZsKK0UOmYP7DuEC5Gx5qou0zuGzwpqWzs4ZCJRayDkxDAOxi5jewgZqX2GhyHkg5zXeG2LscU4TwgatW8CNREAh556UjlCqHY/XQEoerR0hSDd9KZCzJqU63rf40KCqonSF5JCMsZLRVVFNHS2PCaclKL7WKuq5oEeVVUIZTchiKUxVyLcay3jMe6qqpJpHm6AiV8mISjVRSqXoCkZJE2GjIVdqleB0bRU6if2sjOHqMURiE8i5oGomk+nDgE7S+ldVBavEcmnUmMem0FZhGrFcooVoZqjb46CYAi2kmLB2tOORsa0l1DDmr40BZRa0NpSUKUOllsxQCrVKQ+JythxJ3grjdSLUIBbemrDV4LUn5ShB7eTRWhiggb70NKaheil8UErIpqwy1YI2CoxYHLXVlCRZdlVDM2tQc6AqChXVasqmoGYKbzxDHka7Y6GaSrWVaqQNEVWJORJSxFRD7ALen1zrJlJqIqMm4mq6vsEJ6T9dAyfF1mS7nkLyp0D/u3vw8m1IbtTLwe6f8FnTdIrI0pfW7B0cs9ccY8Zr04Y51y6dp9jFCZF11cHhQwiZNdEvzwWfjKia8EwZWre//qlwWsV1WvU1vfd2a+TEBHfAOSGjHkBciw+N9ydC7ypC8B3e9lGniaylkEgNA56R0EqcZGGNPOCTN0WYdcTJnpxNazXaCueT/Q9O7Iunwt3XL9c8wsN8hM/iQ3w2j/MghxyQsWNbYscBN7jANe7lChd5kvt4ggfPPM6DZx7n/nuvwxn46b8Bxx+CizcQxdgOO7xAEGhuI7Ke23X5e77ne3jHO96xVVn98A//MD/3cz/He97zHr75m7/5Gd+jlOLSpUuf/krvsMMOO+xw1+OOiaz3ve99gAw2P/CBD9xSa+6953Wvex1/5a/8led/De9ivPe97+V7v/d7AfiZn/kZLl26xPve9z7+6T/9p7z73e++YyJrshZOuS7TYGwamE35OVvL2/jaNAB0TnKKJtm0tZZSRJXQ+pasMqtuhU+OiCLkIG1vTaWxHmrEalE6NbZh1a1oXMsw9LRuxryZY1rDpm4kbH4oZA3lKFNipT/usVmCt5umoahMSKKSyCljjEZpzWKxILpAGUalRIZ21pJrZr7cI4WMn4n1qZgxs8uIkmS2nIkqg1FBksZi+IyEz2uHVgayNPNRYHW4Zu7maFuBnlqPmc89EEjpKsNwnaZROKcpJdF1N/De4L0n50CMhWGIWGsZBskD835GrZbNJuHcklIa+t7g3Dl00ZBEKYaRhr9W95yfw5luw1l1xL25Z3i04q961JOK9kbLlSuKjznDsFyineN6CMybhnPOMa+Vc0nTfOw6cyNEZVUV3WraWU9zcU00CyyBLgaiyaizBnWjxWwMvcm0bSt5SdnQzhuSzRiT8V6hlEOpiDEZpSIHBw6tK22r6PuBUupIkFa0juPxatnbW7DZrJnNwJjCYmHQ2pFSJYRMzmxbOKfMrdAPZF2wC4/BYLSl9e2W4LRO0bYtrvW085Z22VBUlWKAJE2Yyii8d3TrnmEYMFXysUop5JIlkL0oXOMoplA2hVolID6N6q8yKgtTzYQwMFvMWSwWYkk8dw7jDM3MAwrtNAcHZzDOoJ1Be8WQJKR+3a3xswaVFVkXnIFiKs3Mk0KSjCgr5+9CR5RV7O3tA7AYz/HDw0P29vdQWtHMGgwGq620eRrD0iyEsKuiwIoxYr0VMhC2arYmt+SaaNWMtm3HsHfJIJtKCPb29yilsDhYSHNi37Pf7NNoz2a1ISmxQ7Z7UnBgtVh3rbbopcZ6y2qz4ige0TYzjBU7st9zKLUgbzLzM3PsvpUcrZQwrcHNPWW1AgMz06IXGp8a2j1PKStSMtsWybZt6bqO2Wy+Dbmfcv9yFpJyUqpqrVkul1vSCtiqWc+cObP9R8Ddiz+E+Mf2T5RFD5+aHoLlA09xfnGNAw7Z45g5GzyBjGHDnCsX7+UR+zCx3xcC5yrw6xeBl3CiyrpTMmsisU5b+e4Uz0Ze3YmK6yngXwB/BAm5n5aVkMCqfwF8EfDGcf7RejkRfZN6bTm+ZVKuTWTWxLtN1sIlsIxbAktyshI2n/rYBLU/2YPXOdmLe+MWzYBZL1ZDNVkLp4D3qaHw5fBo8xAf5rP5EK/gw7yC/8hDHN48IPQNxmbmyw17zTHnucZFnuRervAgj3OV8xxywPG9j/LQ4jHmDcz3EbvhmU+yS3fY4S7DgEOdIrKGsV326OjW/s2maZ4x5/Xf/bt/t82hBflt8cVf/MX82q/92rN+5mq14iUveQmlFP7QH/pD/K2/9bd4zWte86zz77DDDjvs8MLDHf9S/df/+l8D8LVf+7V8//d/P/v7+//JVuqFgs1ms83E+oVf+AXe+ta3orXmC77gC3jsscfueDlSPS9V89NALKXEfD4fbWF5G3o8WQ4npUGtFe/FBpZzZrmUAJUQFCBWJI2WkPeiiDlAFdVVThlVhDzASnPgpAaz1tKlDdXJwLGWSlXSklZVJtfAJgw0NGilKIj1pxpRXWg1BrwXUWUxWh+rRqxiagyEz0h2lngcGYZhVJuJdXOIPcZavHGUksVGiPyQoY4tjMrQeoNSMOSAyZZKZTZrmfs5WidyjsDUCAkQZHnFUavGGIdSFqWEkLHWo1SkVoVzs3G/GEoxWNuidRyVS56cIeeBul8xjYTpu8ZR24qzmsZZZtXj0Mx9K1azonDWo5WWXCLvsYsFm162N8RIUooM5FF5l7JklplGwtwne2DbNthk8cpjx973xntRNGmN8wblNXUoeN+QwgZjDNZWUpL9LxlDPTFWyb8awpg5FLbKv5QSTdNsLa05q5FsNVvCVY5VjzGa2UyWs32NTNs4lJfss2bRYFtp0zTV0swblB8b+ZSsq/EGbSUvzbdiqzWjdbDv++2+TkMCU3F2Lla85FFFsTYrCbRXinBzhdKKlIScVFZhqpFMMVXFcljls4uqGKOx3tAuz6Cd2AyHNIiN1GlCjcznc+zM0qUO6y2+9XJ8Iwq0pmnQVhFyi289yzF0PsVE4xuGNDBfzokpop3GW08aogTwK2nGVEpRi2RfLfYWJ4qjmKmAMw6VZFtsY7HGSLC9k303bAaKqcz2Z4QQaNtGriMYGt2gi8YVjzEF21ppbcyZ6jRYLdZEB7Y1orY0iNVyDLifzl007C2XJJ8prqAq+NZjjaFpW1DQ0hJtGMPbLSl5wGKMWMastWO+lR2vA3ZrmwYh/SfSa7JhS3OhPQnMH4+39Xp9S8vr3YcHgP0TIuYhhMx6JehXrrnv4hPcxxPcy5VbiCw5kwzH7HHADTgPv/s5rxU11kRmPfIqThRZH+fOLIYgPwk0wubMeHZSa1QP8o+QNPM/MT7/TJ9zBfhp4H+HNBPejn+LJJv/MvAV42dNy/md8bX/D0JkzYWQOhinw9+A7/o78H//79EPPARAaefQKpnvKkJm/eqPwifeC1/zPdA6sBOBdUJ0JiNbelygLUCWrTwdnT/toY7bqLsp4P08t5BYH39QLIWP8LBYC/MruP7b9wvJ1osj/uZyn5sHl/jYhYc498AV7jNPcI3zXOM8x+yxYc6w8Dz82o+waMvJZ+2wwwsEPXMqJwTVMP5OefDBB2+Z71u/9Vv5tm/7tlueu3r1KjlnLl68eMvzFy9e3Dan345XvOIVvOc97+FzP/dzuXnzJn/v7/093vKWt/DBD36QBx544HnYoh122GGHHe4GPOeMrB/90R/9T7EeL0g8/PDD/PN//s/5iq/4Cv7Vv/pXvPOd7wTgypUrz4noizGitd+SU1Nt/PR4upVBaLtVbU0Wm1LKqCKSH+Vi0YoolSlDIWhRkNRcqVUImZqR3Ktat21x2iuKkbDsPA4qAcncoaCt5OUoG9E6Y5cWqNilhw0S4O0rem5QLdRQsLOGoRuwSoZfWSVSyRg0SjdiBVNCkpSU8bbBjoRI1aCqRueTDCVjLbmUbRNb1okSC0QooVCnDCQttsU0NtWV0lKrI0ZP0zi8n7LIIEYwBrRuSQm8n1OKWO9qzWjdolRBKQ34UUGSSGkGeGpV6P0KSyhtRbdVCBkLpSoCjk323NRLvPOcv1SoQVRbdVa5QOXs9QgxsomRXinImYMc2VsaWBS6uSLdk1AXFeVSRV2C6wd7XFMXuFYOOGKPozJnrWeUtSeuIqoqnHFor0lGwrYTkn/k/YxSNKVkII1WLYCKUjOmjOxa7bjvzGjBbKnVU8pszGNTlOLIeYYx7WjNjDhnJeNIFbJKo11OSyaT1RRXyDajtQIDdmZRTon10GiqKgwx0tgGrx05JWJUGCc/gIdhoJDRTgjgSkErQx8GnHFs+g0aTSwRYywaIauyzhJKrsVCp7UGW0kqibKKhN8elxWrDCFHrK1oI8UKyipCFDKsqkIto70vRtQgFuEhDiijcNYyDImhH2ibhr4bCEEKEWquogwL8rpGo1pFDJEcMzknCVE3Rsg+a7Yqo4lMVEX2WS6JnCUfSylFQZZvWzue03ZbnpB1IaRAKANaiyWwKjnHqy0McSASKaXiC8Qiijk6ya8zWNTUCFcgh0wcxMYYx2wtZeW1FBNDknw6XQy5ZlJIuKwpKqJ1pZSIHksSJjtg13VYK6R+rVLiMBFaIUjCiiglh+11b7Ians7UmjID707sn2RgTUTWw0JifdbFR3iQx3mQx7n4DERWwHPMHnsck7FsXjLnsc955Qlxc6jg6sOcKLLu1IvmgH+CaJD+L+PKnVZqwQmFswYeGR//N6eWcXsL4m+P6/CvOSGyTs/zhePjt5xah+n1147v/a/YkluTuqoFPvj/BaXgf/5FeMPbx9cTWHdrU+Fvvkeeu/YYPPTw9pNFi2UINIRWc20ofNnPwH0R/nlzK433jH2OFtQYxs45tsHuvBLWr9LbXKwP8dl8iM/m+m/dL7vjMic5XhMxd8Fx/YH7uf7QvVx9iZBYA36rGaOBl77qUfabuCOydnhBYcDBLYos+WfP448/fstv5dvVWJ8u3vzmN/PmN795+/gtb3kLr3rVq/iRH/kRvuM7vuN5+Ywddthhhx3+4HFHRNZb3/pWfuzHfoz9/X3e+ta3ftJ5f/Znf/Z5WbEXAt797nfzVV/1Vbzzne/ki77oi7Z/OH/hF36BN7zhDXe8HLHFnOTAiIXNbwdlk8VwIrGUUtuAY2BrN5wGcNZanDPUqshDRntp/pvCnHNWDN2AO2slzLtLeLzkEJEwjSGWSKFuM2lqlZybRKI1EecdeQFKWXInWUZoiDVgvEE1GrfnMZ0QBcYZaqoSLB+FsKJILpdCsm8YM5Ja35JylsZFC4Yx9D5XaU1MYJXBYKCANYaSK8ZqtNeYYqi+4uaOHBNaaTR+JFkaSlHEaMn5HFBQSqyYEnieqFVsZVNuT9fJfs65iMJGa3LdUJUmqA3tsiEvFWouQdhqphhyT95kuiGyygnTwZ51EGbU2VXO3jujKx3FFGIN2AOLC8e0KLquB1VRbeK4yTTnW0ITMOcN9UJFX9Bccy1PrRZc05ZPVMU1bbhaDE+tC+aoI60zZmMofaFspPnSaC1EQkmkNCroqqZWyU6T469Qisa5BucypQwY01BKjzGGYaiU4slZEaMB5DYEvVVvpZqEKLERTJVtJJFVpoxWw1IKQz/QWGmhrKbQrTuUUagEnoZUE3EVJNdLgzEDyoqCbTpvjo4koN85y7AZhNxFU2qlhIxpLFZbmrbBeiHjcszb80cXCZLPOou6J2RK6lBFmixXmxUhh+17C4Wu70AL+TpbtJL7lCO60YRhwDZWCDVnWcVC1YWaCv1mwBqx+sUYKTmjleJ4dUwOCec8OSTJfMsJVRRKa1QppCh2yKorKUaMEtWVVaJYksD2SiYz9D3aGZRXpF6aRr31XDu6OhJ4QohRQIWeIQViDBRVWR8XcBBTxI4ZYXrMtCu5kEJGZU3oI+k4wbpikiV0AzXCYTjEzR0qIkH/w4Dds1Bg6AYJ86/Solp1wtqwbWCNcdgqS7XWhDBsr5ETiRVj3FoJ5fitW1vh6etpjHFrQbxrcZrE2qqyKg9efJyX8igP8SgP8jj38QTnucYex3gGLJmBhmOWzNhs1VmHn3PAzauXTlRZv3Ue+ldx0gJ4/VOs0GycziMk1b1I9d5pnA5mb4D/AyfZVbdjIqTeiKi3XsczNyDuA//78f70fZ1Wg/2x8fFtSMB//dfhxv8EX/zHKB8bB8ErxrwwToLfv+T/AZvH4MzDkqO1atkwZ8OcjjkbZmyaOc35FU0L987loy9egy7LmkwmqDnCWZ0D9s/wNCshr5LpQ80JgfVhXsHlD70M3o8QWY9yayD9ASfh9Zcdlw9fRvichmCEyJqQjeXBlz/OPXbFDju8UBBpUKcUWXG0Fu7v73/Kf/peuHABYwxPPnkrGf/kk0/ecQaWc443vOENPPLII89xzXfYYYcddribcUdE1pkzZ7aqoDNnduEME972trfxR//oH+UTn/gEr3vd67bPf9EXfRFf8RVfccfLEVuM/LDfbDbb/DGl1FaZJeSUzJNzZr1eb/97NZFe07K0FptdzpHcgV94vDL0tUNrRQgykN9v9ulLTywBpyzFVobS0+oZhUoukklTqWhnwEjjmm8rxgRcCyk7Nrlj4Rb0uSfXxHw2Bx+x2hG7hF80tLZls9nQ+gYSOJzYp4wipoSuQtRdv3KD5XyJVQZdFY1ucNZysz+ixkqfezRacpfQpJAlH6vV2GrJPouCK1fcvuPo2k2ssRhE5YWG4/Ux3c2e+VxyeJIq9MMg5IRNrPIa1wiZaL2lDz1KaUIaiC7gvWdoA1UViq2oFrrS4VWDnmmCCvRDDwFWm54bJqKi5pAWOAPqJv7eDlcy2WeCGpilGd1RLyTlmCVVXWGTNtz7wL2U/UI/H6gHmmvuLB+/uWDdtDxZHE9VxQ1duWktR08p2nWPWinSKhI3idIVvHM0pkUFCfHONQn5ZywxFozxDENmPt9jGIZRIWgoRROCwVrJZ1uvj8g5sNkMYjWceVLOqNxjnKZqsaB1XUcoA27Kx0qBmAPKKKx3KKMpOtPnniH22JljEzd44yFVSqxopam6cnjjBm3bUhBLWQiR2XxGGAa6rsMZT9u23Lx5SONackrMFwu8dTQzCeqftzNqOztR6vSakgtt024JkqiikG4pSTj5UIWQC0HysbTCzxqOjo6Yz+f0occ1Dm0NpEC/luN/tpwTQkAtWuHcFLS+xTm3JULLcaaUyv5inyeeeEJy8nKlCwNqtDUprZk3jRC4DHTdBm2MKJJGMkgsthWlNcYbbLH0XbfNpspDRs0knP768fVtzt5kSbbesDlaU1IRIjtGlJfXIwYVFfNmhtUOUpUsvU6skf31Dgbwtdk6zQyaFKMox2ohp0IOiVkzp+gVKisa15BVJsYVWieWyxmldNuiiqZpSCkRQtjapkMI2/3Xdd2WqJrsrBORP10LpyytzWbzGV/n/5PhdhLrATjzwBj0zeNbIutBHucCVzngED/2fU2KrIZAoBEiqzngf/2cA7jaCpGzAt7/AEIy/Tzw68B/i1gHT8MhyU8zhFR65/gYTkiw04Tg6WD2Bzkx4N2ehXU6FP4P3/b6MxFap5+//bVT9xMn4fY3FnDpT8Dvc8KvTc2Fp9sLl6+Ce18lz7XABTgcDjhsDjjkgEPOcsgBL39oxf/8NxGy6XfhfAvnPgpXrovoeNqi842QWH8NUBv4Oy9DlFifA7wWfu/el/A7vJrf4dV8mFfwoSdfcUJivR8hsg7HBU7ZXZcQpda43tf7+/nQ60WJZcb9L+oxT37po+xirHd4oWDAU28Jey+fZO5b4b3n8z7v8/ilX/ol/uSf/JOA/LPil37pl/jGb/zGO1pGzpkPfOADfOmXfulzWu8ddthhhx3ubtwRkXXaTrizFt6KS5cuPe2/Qm9605ue0zKmQdc0GEspbXNfcpaw7lorfd9jrWWz2QgBkxJt226Dj51zo0Ihj7lHlRwh95ncy3PWgrUG8NJWCFQFMUeU0VQTydWLPQiEfEiauZ+jDMz3WhbNMc45jIVVSczPzTHRYFqNWTQor2nmgdArVGsw2dAPPX3swYFpDP1xhy0W0xpSJ41opVa8c2w2GwmYrgqjLEMn4fS1Vrw1lFjQWYlCJhcMGoqoSGIfMMrSOE/bNvRjcx6K7aDfzTw1VQnNtgplNS5lUa4Yjy4K4w2mkQB7kw25FM7MDlBaSEUTLOvVitmsoVqY+znNmZbaFuw5R2kKdmmwvqXqOYl9+kbTm0yeOY64yeIlVzk4n6jnKzpoXC+kpSlCCFVX0Flj77OkM5ZBtVzpPStznut+Qe/v5Tjvs6rnOUpLNps91EpRN5WZmrHqVqJYs5bZXL6jVBJubqXFL4K38uMyxjSqszTez9DaopTG+4ZaC9oZqqp4GoyTzCmVYbaYsdqsxALXeslRmjXM59I4mUqm6oLyoJIWW5+XEH/rLJlC07TY1lB9QWuDn3lR5+VMVYX5fI5vhaBwrZCLGj0Su0JeOOc4ow9EZaTAWsfBgTxezOc447DWsVodo7XHtJqUM4v5glQTfdeP5K+0esYo7Xnz2QKfGyRmSzGbzcRmqzUH8wM551RhsVzSImUEvhXyxVqDc35UHSoMmjhEtNJY4zDaEENiOd9jsVxQU5UGRyWZdmlUZdU6NjROFrtSMMbijMMg6kmoWyttu5hhvUF7QzIJO5fsrrPnz2IbIQKtFZWUtw06a1JIhBox2mBnVnLJxn9eeOXRQeF9w+rqMV5JsYJtLbUWTLLouaIGyFmskLrRI0kdscaw1+6hOoVLDp015owhpUBKxzRNw2oVt9/jFOo+Ec2TGnW6Vu7t7dH3PW3bbu3P1tpt26Hkv8m59HxZVf6T4FQroUyVexshsl7EE1tC60E+ysXhCotrZduURwv9ueuYRWbDnGP2ZLp/j99//WtOiKwV8MjLEfakIn/y7+FWImmGEFf743SOEwVUx4k9cVJdRW4ls6Z2wdNklj017zOFvZ9+fUK67XZav9OIJ82E7Tjr4an72/bG8b5FSKJ+3BfTcwdw8/J5Dl9ywFUucI3zPMF9nH/5Vc4NvSzvHPBiUB+Fi9eRfT+t2gLiHvzi/yLL/e9fDvaVwBvgPzz4AB/gtXyA1/I7vJoPrF9L+a3FrUTWalLIRegdHO7Bx+YnAfXjut7kEo+8MeONEJh5jKdPmB2RtcMLBgEPpxRZz4XIAmlN/5qv+Rre+MY38qY3vYnv+77vY71eb1sMv/qrv5r777+fv/23/zYA3/7t384XfMEX8PDDD3N4eMh3fdd38dhjj/H2t7/9edumHXbYYYcd/uDxnDOydjjBer3m7/ydv8Mv/dIvceXKladZXH7/93//jpYzZbxMIe5TWDGc5GVNIe+11u0Ac6qcn26BbW4WZGrN1FBRQZG6hEGjtUKpcmK5Ga1g3jlyTaAy1RaUQTJzKqAqhUwigRqwJBwFZzyzeeam1fjGoxtDdQXVKnwjionN2lKHKvlcRqxRmUyxIlUptUpwdKmknNBGC4GljYR0FyTrp1pijpAVqipU1SD8FKVUNIqKkB/KaTKFausYOq3kM3QFBykkQJF9htbQLi1ltNphgKIouoiHxAFJYTFkO4buq0peJXJTGHQQYqXRsA/FVczMbEUPpWi6YnDZsVF7qLImx57OGppUWC0H3GzNnsmoQbLOhlypxtBjubnWrA4ucFyXbGrLU0Uz2Hu4phuO8zlulH1u1D0OuxmsGuomw6aSh0zNBV0NJY7fXYVUE8UUtDdkLXa/ZLJsd5SsqqoKxlnJ8OoqKWVco1FGcseqg6KyfAdzsboqo8k+o7zs16IruUqWGSORk3Wias2ghBTyTloI0WBmVghKZyTLSRt01YQQca0XxdJ0fBsjjZUFjJPjfzZrYbQr1FqZzebMl3O0VixmS9q2xRuHtppaC8erQskVrBQR6FZjtKHGKPlrqaKcohSxYlLANXYki+I2IL+QqQX5bC3nq2ZsRizS2kiWc9Y0DbUUioKcJN+rlkrNBbL8l7nEgjZKssWitHiWVCUVujBmmYniUGs5T0rIWyuwtic5e37mJTvMa/leBgmHL2Y8N5I0gOpGU0IRW6dWmFZsvkUVydYrlaqVbFeq1FKloTPKuaFRUBRQGbpAaxqqUaArJWesFRVaCgmHo6aKUpDSAGRKSSOBlUbrtN6WXmhtMKZur28TwT8F3k/qstPXzek6PF0n71qcbt67BMtLE6VyjYtc4b6JzLp5GfcJpMBvDb/zGLzr/wn/12+At/zpj7FZzMQaNxJam9fMuHz4shPiJgGP/gQSqn4/t0aVW06UWHuIrXCPsRMWOaeuIxlbxwipNVkJ46lpIrkmMmuyBT4TJsvhp/r5MZFgpxOqxs/9mDshtA44UWMdcrLd7alpOd5uFVrAJceTL7nIE7yIx3mQ+WjTfOhz/iMPPngZ93IkZ/6Jk32/zYY34Fp4z+tB7YH9fOBV8B/ufYD383rexxt4P6/n/fkNrH79HvgtZPrNX4T19wN/CfkjsRm38RxwET72EKzGbUO267q9nw99nnzwSUS94Y9+ir23ww53CyKe0xlZ8VTJwp3gz/yZP8NTTz3Fu9/9bi5fvszrX/96/uW//JfbAPiPfvSjt+Qh3rhxg3e84x1cvnyZs2fP8nmf93n86q/+Kq9+9aufl+3ZYYcddtjh7sAdEVlveMMb7nhQ8N73vvczWqEXEt7+9rfzb/7Nv+HP/bk/x4te9KJPe+A0qQq6rtuSWcMwbBsIh2EYbTQWa/U28FkpRd/3W7WWc27MlpGcmRh7VGgofaZ1DWHTU0oVlYiyLOdLunYD+wrTasq80OwparGYhUW1Gqus5BxVIaC8jdTYkUJitckk3ZLtJbqyYUjDCQGnArEU+pxZ+AVtO0c7jUqKmCNN26CCom1a+lwpqUqL20oa1kIIqAS6arx1rDcbyQPKlRSFSCuKbf7RsBmw1rJYLLYZY7EkyesxCu00SSVMo4khEFLALA3JJo5NoDcDygNGEWsQBVAbKVb255Aky8egcTjiPDKYgfl8QTFiARzqgKqwOjomtgmz0qhFRJmKpuXJ1Yq9OmddCzfjioUyXOvX5N7SWoXKAQZRkyQMRXuu9wG/Ooc/c4lP3OgIdo+Bs1zuK3V+nkOWdOkc6dDiO4XqLXowqKRQWUvQfrX0scdWw3JvT8LwFbjWi+XSZsk4MpWODWhFGsP+s89knaFBsrXaJKSYAa0UwQ2gpCRgtmhlX7ea0mW00jSNp5TKEAds47DeMpvNJNOpVrphQ4yRdVD0oZNGQG3IRX7oOmtZr9dCXhmFc06sfkqBUqQYRdHTrUTJGCPaGNzqiCH221B2py3GWDabNc45jo6OSCWxv79PrZXN0GGMvsWu1nX9NpPOGEMNktOkjGI+n4kVrkiIfL/pR1UjNG2L0ULCkiu5FMlxS3VsImygQOgGtNYcHR6Poe2Fvutw3gtppRSD1qQ+glL0XUfbtmglaq2SCqFGckpgZD1TzqiiCSmQByGVu9BJ7lWOKJXIObPpN8xmMyKR9XoNGUIKVF/oVz3GmS1xTgWTDJuhYLWhdIVuvaE/7iWPTjfUJE2oi8WCVb8SomuoEoBfNSQJlQ+rgE+OECIhdFibKCVydHSTYVgJYTkGuk82w+l6Z61lPp9zeHi4vf5NytSUhAzrum5rFe26jq57puymuwSnM7IuVc4vhMS6lyc5z1Xu5UnuG54QEusJhEtaw6/+W2gy/Kufh//tGyUAPJiGQEM3ElrdG+fc7C+dqJS4Hx79MwgjM5FQjlsVWepW0gegV3D1/DjPlFGTOCGzJkXWaUzk1kRWPZMq63Sg+/uBXwT+T0hQ1LQMxvX9HxDP3tewzflK+3D5HFx2JzzXRP6cxhQMP23TwfixS/mopy48yKOfdYwlc8weV7nA4zzIxTNPcu+ZK1z8nCc5GA5FDTcg00QOZnidAc7A0cscj5iHRYHFa3k/r+e38hu5/sv3C3/46wiRtf4fgJtIC+PLTu27fYRkvA6Hr4Lf3r9l/Z9qX4x5TZLQ9x12eIFhwwzHfPv4TjtUT+Mbv/Ebn9VK+Mu//Mu3PP7e7/1evvd7v/fT+JQddthhhx1eSLgjImvypQP0fc8/+Af/gFe/+tXbcPNf//Vf54Mf/CDf8A3f8J9kJe9W/It/8S/4uZ/7Of7IH/kjn9FyTrduNU2zVVhNSoMY42g/tPR9T875luayyZJojNm2F0qmdMFWi6mGxnh0m5CYLSuElnZ0VkmIfKsw+wbT3iBHR9IyKC8lk3IeM3QqkCAPUCJ16FGugB8YiiWqcUBtNrgyEFUk1IynQSsJm8dCJuOMG9UmBYyCKHauYRho5g05JCxiHSvDqKqq0tDWWI/VjlIyRhnZjtKJistqUknoohliT7WjksZXqi4kX8kui8XwgqO4QjEFizTrmdZKmPbCYluHtooUMzNmkk2UEANZV1FBVEiFAgnUTJQ0fRnQVhNTpOsqfmmJZs5GSbB6YAZDw57LkFdYdwGrFYWAsR7jGlIB3Sy4UQZcs8/e8gGuDsfU9jzJLliVhNu7RP+UxawbZv2AGSymGLz1lF5siboqck6UpMbWyYzymraR4oAcJe+oNuC0xbaWlDI0Cts6kksY1UizX0wygDOiBpzPZ2hr8FRSkSy0TCbbRMoZ33jmZxbSLNeLddM6i1+ITXBIAxQoqgIV3RhSigyDkLONayilCgFmpZhAIUpBlMZag9UWZTXWWwpZrJTeUk6FzvdBbGgqKjZhQ6MaIkkyz0ikkqQBcWz7UygyhZijWOesRVlpIDTe0lohbLquE5WYKngvSiPvHK7xopxCGknVeC5PDZpTqUE/DNvt6rqOmkeLZ67MZjNqraLcMhOpVFBaS4bUcJLnZcykYlNi2Wws1YL1BrMnNsG9s3sM9NjGEkNExchiOadVLXET0V5LNpmv0l6qKr5x1AI6GkqoxL5HByGyyqbI+4wBCylEchFFV4mSt2Ubi66iUAt9wFfHsOnRUaGLxlqNtYqcy0hQCoFfa2W9Xm+vi5PyarJRD8NA00hJwPRPgBgjy+WSvu8ZhmFr0a5T/ebdiFO2wuWlq5xHprMccoFrXOAaiytF+KNTqqCvfTk8PIfPf4M8v28jn/XKR8hjftJAQ2g873ujp+/P3Sq++tj5WwmfyXo3kT0HnKiY4ET1dHkOhy/lhJCaVFif7CfERGhZZCNe9AzzOOB3xnk+wgmRNWGFMMKPcdK+eMRJML2H9BFIr7lto0aSLs1gNROVE+M2TrlULWAVv9+/hmsPn+fx5kEe5SHu5QoXuMp5rnGeqxw0h+zdd8weq8nAyZwNnkDGcMgBj/Mgj/BZfIDPFSJr/XpW//YeIbH+LUJirZ4E/iTwP47beZoAPBqn6/L86rXwe+dlfcfpsn0Z+RU7Ef0OLzwMeMotiqy7uIRjhx122GGHFwzu6FfRt37rt27vv/3tb+ebvumbnlZh+63f+q08/vjjz+/a3eU4e/Ys586d+4yXM9ljJoLKWrt9fLp1q5QNxphbyKypoWsivUIIozKsonWVvKVQKKGiNeQcUAqaZkatEgJefCXZRFId3iUCiaLEzlOStIO5ZoZtBtqZYu41tkBdNgQ0qrH0Zxq4AdornC8sPORacb7gqkNXjfJQQsE0BhKUmBliGG2LmSrCE8IwQFaQwChLKYrQBwwymI+5oJwQd0MYcFoGKSkmrDViX9SZaiGbjGst2YqdUS0QG5RSDPOBZBJ6oUgqoWaa4iO1ZPR+RjUbfKPRY/C0yplaGiyeJnpCH8csLy3kSymgKjqN1kSVSRG6qKnFEVThuBSWbkaqjlXVKBMoSbbNeAPaorRjKECZcUygMWeYl3v4RDkm9UtiaDh8KrL3VEs8iug+UI8quU9CEuhRNaYiZcynMs7SuhbvPNqJUqrWChE8XkhGwBqLqhrtNKY1+HlDVdI6aatjE9ZiC2wajNUYa8k105iG5f6SQJBmRJ/xzmHnVsgwa1BFjRZUjYqKpjbQQB1EtaSA0hXmbSM2NG2FpIknzZ2usUJ8wtaOBozHv6ZWsT+6xqGd2O6U1aCltMB6yW9yOExraPcaam0IYRhb8EBZhVeOVE5+ePsxoL4iFrxUM6UK4ZRKkvw5L/lWzjsho5WSDDKliCGOmW9j06a2eCNE7RSmHlLAGsllm7appgJaU1M9IYiUkXMeKLGQSsQ3DbkWQhzwqoFSYe6pRSyPSYk60TaOUCM1jTbbnCQPbiJAvZw7zgqRmVOW8HmFhOnlildejiun8MbhbYOpBoUStZlmu0+0VdRUyKliizQ26qrHa1EGMsbU7XVwsg02TbPNDjxtp56OA7keir1wytTabDbbnKwpN3Aiuu5KXECIrAs95xfXtpHj50d74cFwKOTVdU5ue3EB/9f3Ik6/K0AD55qeh176KAONEFl4hjOe97/xDZS0kM+bFEmHnIilTpNYy1OPbyeyDoCPAR97gKeTWY5PrrF4H6K6ejHwJ049P6m1vhx4HFEoTc9Py78PUWrdy61ZXNM8Pz8u+3OBr+DWjK5JbTYpzuawOgePuhMr4lXgUbj5wCVuPnSJ333g1dxz/5VtuP7p6Twn1k8hsgYylmuc53Ee5EO8QhRZT76W8m8XJ0qsXwf4j8Dvjdt57yfZV0+e7MvDN8HvzU++FwtP8WJ4xSd5+w473IWINNRTGVnpOVoLd9hhhx122OGZ8Jx/5f/0T/80v/Vbv/W05//sn/2zvPGNb+Q973nP87JiLwR8x3d8B+9+97v58R//cebz+ad+w7NgqpCf6uKn+5OtaRqMTeqCSblVStk2HE6V9dM8WktWTO4zRRdKX1FqwJgg4d1aszpaEzeBuEkwVFwulLih6AW5yjJVVRhnUFZhvWU5t8x0oW0cxhT6rEimkOee2ETMzLDcG7Clp1GWvX0PG0UYAkMZ0EqjrSHHUYVmkKY7Y/HaUVqxcFhtMVZjcYQwSLZOrWgMJVeUHTN7aiX2ATVm+YQQpRmvtcyXc6KO6EZTG1At1Bk46yi6YJcW3Wr0QqFdxPke31RIKxbNBmcUzihKikQXmC32CKUHC32yHN0cMKZh6BUzHLpaalbMyowhdRirUKagaEhEBrePM5nOW2obGXKi1kIIEW0dFU2ohpoNMWpKr1mvMu1mj9mNJf3hnmSdJQOrQtKJsimkLpPXCV+9KFpUZWZnDN2AqgprjZANWoLBU40cR7FmGaspLjMMAwDOS25VsYXYRFEUGeSzdKaaCkaRTGTIGa89m6FDIxYvDKIISoWoIzHepNRCcYWcC0EHsX7VuM0zMq3FaUWMCdc4nPFidcwSHu6cEEMFOd4lJ0pRSgVjhfzRCp20ZD4ZLcfOzLIwS5q2wRqD0pq+6/Hes9RLqJXFckmhsNlsUEWO+VLFQrgwogLchqzXireefhgYhl6O45q3515RSAZWzOSUUFXj3BhGrq0QdTETMlAZVYWFebsQlVVzUvIg25fJWc5VXTXGWEoV4lopIYi0FsJ3ahctY0aebhRKQyxpVJhljLeSR+YMi2Yu33MWYi7nvJ1Xez2GxWuUBlMsNODnDf1xL1lqSa5PRAmZNxigEkMQUk9bzKg2I1cW7YKyKjTWo3qNtQWtrdhEtUapug1vP11eAWwzryaSa29vTxR7o3r1NOE1WROn95z+R8Bdh0vAhcq5S0JiXeDaljTZ41jsbNcRJ9p6nCY11TDeWmAh08UzN9mc++hoL5wJoXWx4bff+FqgPSGuDrk1CP1TEVmHCOk2vfboRUjTT4crwL8CXouEyD8T7kFYoxdxK+E1WQ418BJOcrmmDZvmOTe+djpgfrp/gCiZ9pEqwAlTttYMYQF/Fvha4E2wegDevy+zT2Titjmy5alLL+apCy+GC6AvrTl/8RoXeZJ7eZKLXNl+P0bOKq5xnv/IQ3yEh3nsg688Ia9+HQl35z8Aj4zrd/1Z9tFpXB/fswcf+7xbiCwQMsu84i4+rnfY4TYMOPIpRVb6tMyFO+ywww477HArnjORNZvN+JVf+RVe/vKX3/L8r/zKr2ybpf5LwXd/93fzkY98hIsXL/LQQw9tB14T7jQvbFIZKKW2lsHTgcXTIG0iroZh2NpupvdPIe8xRhlUl0itiZIrploZ5JaIMYWcA6VYTGol+6pmlAJjI04VOj2QcVQN2mq0ETJNW4XKA95mPJmiQdXMUe3Qs7PglVj5bMbUhEVhXSa5LO1rFgmULlCj2KaUlrBvZZBw92mbMVs7ocaMNiFEOZTquCyNUoVSJbBb5DSiqMGAaQ1DHtDzsSlvDmVeKFaIlXpQMfPIbLGBcJNWRzwRTce8KjyGhkrRlaAG5mogGEdWLZ02GD+g3JzUGkLRQEMYNFRL3hSMbii1kKMjDp4cHT3QGyEh01BQVTMc92hlyH3eunFqkIDvuO5pW00yQlrljbAgaZOJLlGGQg1CWEYSxIrxhjKvECR7LGlwulB0QRKuIjVFUWbZhjoTGx4otBd7qHaa5JNYEQ1oa6TNbyQZitZEkXMRUkBbLWovq9CNJqdC1UJE1SKKq2qqKNaspqoi+eWloBRUpeR+VRLgni0lZsAwpEEIzzpaELUWVdZItNYqwepFSZkASr4zVEUZsM5gRpWjsgrlJfxfqfF+hqor2hpUrqgqVtGaJVg+hwRjwDqGMd+LrVJISC6oqVCVlA/knNBajuGtBTjJ/LVI2LlGoxALnHJqO++kOFIotBrPFwqlSFh7LnLc5Dzuu1pFDTgq1VJNYivNlVIz1jkS8l0aq8FV0CO5pRXVFClHUIWiKwoJvsdArgWFfC9kIFZKKNRe9g8ocpdQY3af3p7PGlVEwVVV3RKdNSMFDrVQqwS9M4bj15FAnPaXmo6J8VaWL9e4KT/rdFvh9Pr0D4DpenrX4gK0F25wYE7Iq9O3rBFn3RohrhInBNakqGoQousMqGtw4cw1js0TbJgTRmVWvt/wu+m1YJ0QIpc5sRveKZF1cOo1CzxyHlIC/jESWP5e4EueZUMvISQSnORq3R4Gfzozy952expT9tZ0ew5RbMEzk0QOYZSOgP/3OP8VYA8O9+HwnGxLy60tkhdkKg8seOqhBU898GLaB65z8cytRFbAc5XzPH7zQfr3nxML4ZSH9SjcSmI9yZ3j42wbJB996Umg/YjL9qXwWc9hcTvs8AeISEM5pcjKO2vhDjvssMMOzwOeM5H1l//yX+brv/7ree9738ub3vQmAH7jN36D97znPXzLt3zL876CdzNOZ4d9JphIqklNddpKA9zy2pT7Mim2pudOt3dNGVlaV2pV1KGMRFci54DWc5QSokShsI2luEzTgtMZY8cBv1Yy6FSVkAM4cEbjdaXRSVoNUTQqsvKAE9VTQ6QhEGrGFEeykVrEZlRiEXuR1dJYV0Ttosa2NyHliliiRuWKKkpC5yuilqGiq4Rpq7EtDRgDwSWUHl2JRPRMYReG4jJ1USmzQm0K1UXscsO82bBUAcMNGfqphDUDc6NxKuOUxtjCUDOtDgzFUPSCTnm8S1SdGHAE5YiqAJoYtKxHUZRo0MVQoyIXjSmaXEBFjdoIKVCOKqRM3mR5fVPEUlaAXgg4LJRNQUUFWqEGBU1FJahVQVBCEmmNymNDYwKrjVjrxnZAAN0YlAGMkoywoUIzEgdOSA1lhAysumKcJhrJZFIZtBHySLWK6ipVFcmp2jMor6lWji1tFQo3NvedEENKQ+kr6CK5Vhm0kTY9owxFnZwPfRQVH4BSGmU1WokR0uiRvKryfp0leD2RcSiGFEglQlQ4LDElQgwUV3DaoY0m1ijEi5P9k2oiDQlj9GhJHMncqqhOUfVoBR4JtdPWN6UUueaRTHFiJTRj+2Yd7XaoMXRdjTbiMeerjse6cEPjHcglY5SouaQNcbRQjsd8SXVUjGmUGc+h8fwyTqOcfA/GG6xToAvVaEoCo4zknukq36kG4y3aK+zM4FsDfUVLzSQlCyFNhNLV7XmnnJyLJRW0H9VkWRpAJYw9E/sgRQ1DwgSDsRI8D5mc66jEyk9Tlk7k1nR/UqxONurJVnh6HjlW1Da4/26FvrDm4MwhB9y4hcTa45j5sLmVwJomTt23nCi1RsJrtoocnBF74oM8zoY5A57hJQ2/bz8L2lZImknZdTuJtQTaCnb8sGThUJ1kZ03oEWUWf2FcyQfhju1Cn0yNcXso/Ccjs47u8LM+F1n51yKE0oxbbYf70J+DR87BI/dDq2QfTSqth+S2v3SOxy6d47ELwEGPawOx9/CxVriq30YIrN8GLlfgdxFC6knuTIl1Ox4BzkF/Hh7ZPyERLbKOOyJrhxcIAh5zSpGVd4qsHXbYYYcdngc8ZyLrm7/5m3nZy17G93//9/OP//E/BuBVr3oVP/qjP8pXfuVXPu8reDfjdHbYZ4pJVTBlw8xmM4DtQG0isCYL2BRsbK3Yc043e0kIsqMUTa2KzXGHtYXZDIYh4FyD1lUCpiOitrAFa6HGQNMYorVkZNBIgdhvMFoz9wpdAt4WsAVKYWYKymdsazEzTWMqlICpjtZpEpH1KkvulnJicQqi1EArqgJjFTUiYfUpU9YZV72Etq8HZu2MXDLWjDYrZaipjg1lGeO0ZGOVTNaJojzWKpplS3aZ3BbUQqGXGr+vmbnEwSzQlJ4la2azgZaBpU2otKG1omLSeRBFUc0czC5wPFQGlZgrj9aFpBuOh8pifo5BGWbes240vnGEbkZWFpsdqUvYbLHBYqOFHobDgXScaGOLGUO00yoSVwmHFZVPFtLSYLBVvlttNV5JAHpRlVwlXN05JwRIgZAHQhdY7C3xzmO9xbSGHDIKJeSTAdMKeWi0WO9846hOyEvfOsqYNzWUAdc6bBV7Ws2jfcuILbRqiC7iZl5I0CJEGKlilKx/TUWCy5VFq4RREkpOgbZpaFMrREyWHKWSCv0wsNxfoqt8v846IW61kuZJZcV6O7ZqGqcpqm5zvZxzNI38J9i1Hh8dzbxltpQw9fl8TioJu7HUUjDeEG1EKXBLL6RJgRzH80uLsqvEgh8zpErJtO0MahWVUpGpajm3lFZoFAVNSnFUno05T6lK06a3uLF9T3ivSjGFHLMEyWdQY+NmrWwJMmVABXDGg6pYJY2dWAUWqi5UJ4UHuimkNKBtxTWGnBK1k3D8mgt1ELWcbz2+1VSVMU6JGg2x9VJE7WX1KZujVUJSak2JGVVFFWW1RRXJ4cIAeTw2+4CdJ6wt1JrIWQiv6XuKUWynU7j7dA1USrFardjb28M5t1Wmtm2LMWar1DqdM3g3Z2TtHRxzlkP2WN1KYrHB94VbRAsTgTGcem4itHq2hJZbw/xMtyXG7uMJOmYEGikutA9RLiyE+IJTjX4Rt+xo2gHfBnjicY6/+p3Y//aLSX/xrxLb/ZPPnFRah8DhZwF/EVEefZynNxg+G55pIGtPPX+7Yuv29z2XgbADXoP8Z+D6Myx3IrRGP2D/7fCxL5Zg/InQunTbdNASbSv74jInRNbvAasNQpidJrE+nYF7HJdzEa5+rtydWhhbnl0At8MOdxmGUd8+YUdk7bDDDjvs8Hzg0/qV/5Vf+ZX/xZFWz4bDw0N+5md+ho985CP81b/6Vzl37hzvfe97uXjxIvfff/8dLaOUgrWanDPeewkxHwaMMdvMmKmRsOs6QgjcuHGDtm3puo6maRiGAeccfS//ah+GDV13g7Y9z97ekrYt5Bxp2yXgWK3W7O/dyyaucdkzUzNUrJS5Qx/fQxMGKp6YIv2qRxmFOTI8ehWiMzS60A2FPiSO28K1jxyyWC/INwpPLDVqvuTmoLi2BtNZbPbUVHHFkVYREyxtnVFSIaZIWiXWqxVsYOmW9GEgbuTHzlzP6A8HZrMZ3bqT/aIsm/Ua5z1nz5zl+uE1ymQlmzl01HTXOvrDDnfOU+YFlaCEyrAacAeLUTUTSRa6XLC5sLIGnQtuyOwvPEYvGboN2joee+yQahccxzVDDdwcFG7REGnZrDqKd3T9wLWrG2xZoENAD4a5npE2mbIq2GTYXO/oD3vmzImrSFsb4nGEQdGqFq89MSVa19J1G7TVHFw4w/XrN2iNvH5jdZ1mryXmSMmF3AdUo2ibFm+9ECDVs7mxYX24omqYLWc4b8kUFvsLSi7Em5EQArWIBU9jSCHiWo8NliEFwjpQdGF9fU0ogxBf1nLu7FnCJrAwSyEMEpSjTCiB2Ed041m0C9arNSFKwLhzoDTUvrLarLDWUGKhLx1WW65fvSHCjgQzL9vSP9UDlb7vhczoVszaGcaaMQDe4ZuGvuvJNeGbhpQjMRhSSVzrrzJrZ1Qg5ogxmuPNilorZ87uA6LuMaMi0HvP0AWGoccgeW7zds5sNiObRGMbrHMwjHa2rKmxkIdCM2tEfZUSoQ908QhvPSkmWt8SQxobDzcMQ6BpPI9/7KMopUUBN+Y8zZdzYgwYYzi+scI5Rx2LF6y1GGO3SiSXIN4MFFWxjaEcVUqfmekZbdNQNqKEO7qyYraYUwJ0m4F5O6cJiv56T2samuQph4VhPbB6KmKc2Cpd7ylXM+lqplzJtMct4UjRR8kby30W8skZqpK8sXbRsjGWTb/h7IWz3Lx+xEIvGI4GWlpK6dlsViilGIaOnAc2m+OtNfrw8JBaK2fPnmW9XmOM4cyZMyilODw8HIP+8/bad3x8zP33389qtdraEKfj5W7FQXMreTUbJ0/ATuKmicAyp25PE1wZIbdOTU0eaMzAnA17HG/VWQMeLsK1g/McH+4B4NuBpg3Mms0UEU9DYHjyd+lrwP6vv8X5809y1Sb6dO6ExLqKEDiH+0h4+RFCYl3hzkmbqdVwYtXu45l/khyPy7+zv6d39rm3Pz5CWhM3wK8ixNZFuHq/TK26xXLIhXFVJyLr0XHiGkJeXUEIrGPunNx7JlxBCLGLooA7TWTtsMMLBB0zNLPt47ILe99hhx122OF5wN377+oXAP79v//3fPEXfzFnzpzh0Ucf5R3veAfnzp3jZ3/2Z/noRz/KP/pH/+iOlhNCoOvkx7VYcdIt7VwTmXVagWWtPWlyc25rxeq6bqvmUiqS0gbvF5TSY0wmhB6QAfTx8TH5RsYeOtQhxJxZz5aUp1bo6wqzstCByRrjLXt1j2s3AjcuBlwZcMs5w5A4vnoOt9KcU+eIKTJ0nhvzq3RZU4/nqJUi9WlrD9QrTeoz1w+v47CYYimbTH994KA9AytFWRfCUQBdRcGTtLS5DaJSi31EJcXR9ZvUvkJRpBTIOjOrc5JKVFfoQs/QBcwZg82WsAqUeaE1LUcb6JTncJk40yxoVEObEw0Lauo4Di3eFLJaEjohrrze4ygpkm5ZKTBln1gbuk4Trjtqb2CVyCGjo6amQiKTNolwGHDZEm9G4s1AXxWql4ZAPRhM0pSUKbWIjSwVbLaUXFgfbiDC0eGRNDvmSOlu4hpHmax7SVRSR6sjlJGgbzSUKvlJMQVRp9XEcDSIZc6JukZrjTNCAKYQGVY9GzLaGsk9coqaJNRba7Frrbo16IpvGvzSsbq5FmtfjDjniKvEYb5JCMP2OI1HkZgjOWZZbzu2JGaF8x4fPLZanHGYLG16aZCGPhdFIaU3hsa26CIqnv6oZ1ADKSWa1tPoBpVAV4XTjrgJrG6ut0RxtUXKDaylHFaM0fji6Ecy2C8aakBKB6xltVqhiyb2iVgSdunAJMgnyijnHFY70lpUjBZL6TOkik0WXcTymVdZiBltWJgFvkgbYkqRNOY5xU1kvV6JfdhqyiDB+c5acsjEmvDWSyui95Akb67WjK2eNCSGMkgz4Qaa857NTTmuiKCDoq4rN7rrqKBZmDmpZFo3o6SMwZKIhHUgdAXbF+zGYgZLt+5wxWPQWOOIIRDWA9qJRbKUQqNa2tJSAZ+ckGwbyaazyVKVEBi1Jvp+RYzHlDJQqzA03ntmsxnee7z3xCilA5vNBmstTdNIEcWYnQVCHF6/fp04HntTYP7tuYV3E4S86k6RWR0NATMxVRNx1SDExWQzhGd28Y0ZWiZlvAn4kZg6UWd9goylaQY2F6WcxJBpGPAEGgYMGU+AN76Icz/2TfCii/Rcw5zJPPGAJa72T0isC+Pt6iInZFPHc7fR/QTip/1Gnv6TxAI/hKipvgmRj53GZ0IS3Y4vGpc3Bz6AEEgfAy5CPxJJj+7LKhwg38lEZKXIifrqOif7Ympa/HQxLfdjSPj7/CSrbIcdXiAIePQpRVYh/AGuzQ477LDDDv+54DkTWVOY7rPhrg7XfZ7xrne9iz//5/883/md38ne3t72+S/90i/lq77qq+54ObUWlBKyarIOWmu3lhrn3C3ZMKdDjeX9oswIIWzvWwvWaowplLImhA1a98S4RqmG5bKlFE1Dg+899QbkrqD3Nf3lDn/Dw80MAVRWuJmjXi/UpnLcXkT7AZtacoLZxlL7ik5CdmBgoy6Q1hl3E8zGYpOTQTSa/kaPGTTphtiGGl0poaI3itBFcizUdaGsC0MOzFsr+ToxocLY5hbFIpc3BTxi38oGbQy6l0DtbAq6jkH6Wo1thoaSNbFEsk8o27LeePpFoJ1nmjbhVMbqzHGstMoSc6ALHT0LHHtsrAa1YLUGk+bUbrQFHveoUGADdUCC9oso7egqeq2pEZreE7uA0x6VxFKpB42vDTWUW8L/JwJIAsULtUr7n0Ya45RSeO0x1UABFx0pJApZsqV0pZQxM6soTNLkrNBOQtV1EpLSO48JRvKqOrNtBXTeoYwS1VGpomjSGucd8UiC4W0yOO1ZFsmBGoIQjjVIXpGJBmMszjt0LFhlSGN1n8qKfjNgraF2FTc4HBZvG3RVkgEVJBPNFVGTtanFDdJkqLOm9mIprblS03i84nFY+r7H1wY6OW8a7SGBypoSCo3yaCf7LqwiVVcUCp88KkLtKrazUOT4KTFTS8G2nqEPuFbaNKuS7LbYR6yxGGOYlRkpZ1RSxBgpteCzk3XUCusMKmqaKqomU0ThVUIh18x87nCtxWHJQ5G2yi6KbdEWckGEI1VhouRywRS0rsFWahhbQWdiTyRA7jN5k8h9wWbJyKuxYheWrKApDbpo0pBRa8lf052cVyV4XHHUUKhR7G+6arzymMHgtMVWg41Wjrk6o2wKdVPl3KNg7YC1hb4PNI1F64YQhKGZ/n7MZrNbgtuBrep0aiLMo512ui5O1sLJXj1dP+9WTEqsSY01EUkAyYCbbH+ns7JA/mpP9yel1imYVDBNwpC2Kqs5Gw64MWbVJFac/L3yBAx5O/+0DnsPzcls2Izzbc7PeerSHlxWJ6qkS8Ajc+AiJ+TNneZXTXhgfM+zfVefA3yCW6r7ALEIOj5zsmiCQkgsOCGQjhBi6kngPHAOVudgtY+cfJET4mpSXx2N0/Nln7qOKLP2oX+5EGe383k77HAXIxSPLicZWeXU/R122GGHHXb4dPGciax/9s/+2S2PY4y8733v48d//Mf57/67/+55W7EXAn7zN3+TH/mRH3na8/fffz+XL1++4+W07QxrWzYbGTLUWrcDutOBxloLKTLlYU23U37WbDY7NQDUOKfRupDzGu8LEHEOjJEq8/19RyotrreEaxGzGAf3qxa1AlaV0mXSkLAus3psDecVZu7BO1KWVjx3Q5OvF65fv0FeZOpQWdol8TARryeW2UNSpJCIIVKOMyor5mnGsA7kWqhdQQ2KzWaDV57aV3zxQuZUUalhGAe2WoiPCnt7S2azmag1qhUlTFcw1ZBUojENTfXEIVJvgomW0kficaS2BRqwC0vtDeFY0/sCNjPbs2hdaKso4FJOxBKpRw0qtdjsMJuIiRpTDWEdsEej3WwTUIOipIKR6jcICjtYGZBGaIYWp2X+OhQhAZFWSgm7DuMAPmOtpmkq63XHbKao1dJ1QdQ4SKD/1HSp0ZyZiwVrvR5VSLrBWE1jWqwzJJtZ7M1Bi7IrxwRRYawEhs/yTPKzGlG1KC1EwkzNWIUV2ml8cuw5UeDoQdM2LQfzA0Ia6PPAZrOhsaKo2dDJfEmjlcZi6OuwJSdLKNROks7NWgLUU5CcpByzZEFVjQKcMlgspj+x3boiwe0pJfJNCWv3rUNHQ1pLePjSLoVY6Squ9cQcqaowrwshd0pmyZLcJ1HEaY0JkpvVhpZGN5ikqRVYKwigo8Yh66CqkKczM0MXja1GmgWLtJAe98eUnPHGY4youyTwPkvmVTCUIOTjTLUSbL8RktMYg6mWkjNm0LS+JW1EtZmGTMiBtmnAKPqbPcZpvPbM5jNUAVaKlhZbLTpr4jqgN4ZzzRKKgmOFq47SF1QrmXQYaHVLHSpmoynHlXiUsdGhgqIWyfdqXDva/BIkRdM0xBQosWDsSIw6Q0mZmqHWiLUVpRLOGZpmAXhCULe0sTrnCCFsQ9vbtt22FK7X660qa1KiNk0jeWejmhXknwGTYutuxIxO8rC2/YJCImUsodW4psACmUa7LXBiaQNR5jwDmSWzZQwZO6qs5nTw4Q/z6N/7FR74q2+jffmD23nNOK8hbd8Hkm0DkDEccIPDgwPihf1bLXaHwNXJXjiROZE7V0v9Nwghdfs/yKacrD/9DO+Z2Dx76v7pz3u+SKQOUWZNSqt9hFn8J8CfA17FyfZObYoTmTc9/kxxhFgWz8nt5fM7ImuHFxRC36D8iSKr9jtF1g477LDDDp85njOR9eVf/uVPe+5tb3sbr3nNa/jJn/xJ/uJf/IvPy4q9ENA0DUdHT//P84c//GHuueeeO16OMWbbgDaFvk+DMa31dkA2qa2aptmqdibSa1ImTNkxYquplBKo1ZBzRCmx70hjmgaOKUeOerUQQsQdOPKqUG8W8tUKh5UcpSmvOgnT9t5hrxu014QQYKjkmwV9UzM8NVD6graa3IiaQx8qqEpydLpAjpIppKIoqGxvRJGUDC47hjBI2Le2WG/QGozJNI1CqR5rp5wgNSoxKsNwk1oLWluUQmx9oxKr8Q0+ekqoMphOVZQ1JlN9Rc8MetAUJy18vvEor3BDQ6GQvZGY7piZG0vuE055Wde1rKsplqZv8UNP3hSGlYYENYDDoYsmb7Koh0Kl9pVFmVOHCoOihgIossrUOpBSBDJ9vxmVJgNK9dTajQoTgzGJWtdobQG13XZj0ng8SQh6Y5pt1ppzlpwyGoPaSMOfqWNGVd8TtcY1llQSuWb8rG6P81ACVYs6qqpC0JFsytjUF2Ct8OcdCo1PnrAOaGMoumKTASWfrVAUipCN2pDXQmpSFarAjBm2OnJIVGBzs8N7hzZKAu+tqJ1qFmJMZUaLnxCKQ1/JQyauFcVVCGCsxlgtaqcKtlha36KUoiny4zqlRFMb+tzDBqy2onLLlUaB7jXUKu19pTAoIVlSFCLZ2rGdsVasc1Sr0QpMHXO8BkffZzAQSiSNiiHfNDjnmNUWmy05JyHcgFIqmYRtxLaXs0J1EQLUIE2RqSRSSNS9BmM0Omjs3GFsxawMZSgwgEqKmW8pqtD0LfQKGw2xi2PjJaQSsa1DWy3nntXQV8pxIa0yaqXQndhfIWDMqKpTBq0nNU3dXq+MsaixBdIZj1IRYyKl9JQyIDnsGa0rbSteqam4Yrom1nrymvdevqemuaWR8LSFUNSLcs2clFl3KyZL36M/8b/AixMPvUUIo4Bn08xZLFZCYp3hhMiamgqnMeGUmXQ6Q+s2TPZBQ+bRn/hN0rWbXPuJ/4mHv+VPk8efAKcJrInEknWUAafHM6dj7+CY6wf7Yq07TWQdKkiTKmvDCev2XKx/kw302YLeb5/v9LyRE4VUGu8/X0otOCG0joHfAG4APw189TPMO2V/Tev6mRJaH0d28kWETDsHV+/e7LcddrgdoXcof6LCqv3da/neYYcddtjhhYPnLSPrC77gC/i6r/u652txLwh82Zd9Gd/+7d/OT/3UTwEyoProRz/KX/trf40/9af+1B0vR0iqtFUfANuB2Wkl1kRkTYHQIETXpDqYmr0k7DiidaaUgWGI5JzwHmLs8V7m7ftrKDWDy4q8TqhBEV3EdoZ6VMhHBSqopAllQBVNM29RTmNmYqcjZPSxxq4McRWxykiG0BWgk8E0RSxa9DKgdspjiqaEiouOHAsma7xu0NqILU5ntC44V8ewe7bElTSdxa1tSFrOPFonlBKLijEOg8crj+oUpRZKyaSY0d7IP/+92NB01iSTUF5hW4tuNHZjZT2cwSqxM83bOWmIOOUlOP6oSO5RnzHZMAtz8pBFeRVlW1VV2GLIqWzb3qqtWGNJJZJ8ptiMZAYFtM6j/bNQCigFKVlqNdQaR1upR6lMrYlahcCMsYzHwqhi05bNZmC5XKJ1Q86BWj0hiEW1X0uAutaGEAb6fkBrxaCNKJtqYnAO4wzRRUIaJK+JTNWaUkarq1UMfc/arUk3IsoKAdt1G8m+GskIaqXUiq4KYyxDJ7lZwzCIFVZbSq047dBKU4MmpUy4PuAWjmrkPNBOg6picyyRoqQhsKjxHOgrUQUSEeMNtRSyKVQtx0WqGddbmkWDsvLdK6BmIa3MSgha0xiMMigUSkGJhYqcnyEEYgz4piF2o52tsZSQCTFiTWLQegyPF5tmrRUGSKTRAiwWUZcqutVjWL6S8yLW7fk8DANERdGFWipqgEyi5krWQm4TRVGGqaSQ0FGBUYQhUFzBzDV5SOhWSz5ZyKioSDUTVgGLk4bI0OEXBTuzaK/RXqEGjVqBWYMapCwBHah1jTGQM9tjQS5DHUo5ai1Y61EqEeOAtRoolLIihB7nimS9hYC1BZDr30SCTUHuk6UaxEo45QNO852E35st2T9Zr6fHdys8gfj4J/j3P/irfDAOvOU3/qtREyVkVr+AdoGor24Pf58EPxYhu1qE3LKQx3MQGJeWt2TWH/6mP8wH/+kjvOhtn08mkMkkDPa20C1RhpnxI0XV1TAwNxuuLyscqBMy63CcLu8jqqFjxAr4j4BXAq/9FHvCcfJT5E7JLHg6ofU7wM8Bb0UC6KcddVot9ZniCHg58gfklQjJNK3rM63z9IV9Jp/9c8iX+4fZ7t/V/mewvB12+P8v4tBAf6LIYmiefeYddthhhx12uEM8L0RW13X8wA/8wB239P3ngu/+7u/mbW97G/feey9d1/GFX/iFfOITn+DNb34zf/Nv/s07Xk4phaYZLWxJBnQppVvyYKa8GGstwyDWrdP5MJMaa6qcF/IrAIHZzGFModZA02iUyjhnWSxGYqObiwJMgXaatMrk6xmqkCUMjoWTxrHhiQHXe6oXtVaJGd1r4vVEup5QvSLlzDIvqZvCcBhoNJhkKL2BVEg5QbU45QhdoORMIZN1ZLM5xFo1rq8CNJDpOmlwy7mQc8KYFq0NtRbmc0cIG0BRqxkVZ5lSLDE6mjQnh0wxBdUo+tIRakDPNMUU3NKRjKhlsk9kCrNFC0bhW8nTKiWzUitRZJmIzpp+1Yvyqwghk7pE7hOhj6QuQkSC6rMSq1U11MDWFilkVCDGAa2FePTeonUlhH57HGg9w7k5IRyPR0w3hvovx4G6RgZWBu8zTbPAWgVUQrhBjFZCzP0Ma6EUaJoFtRZSyuRcsLacUrFArY62bUkp45QT4i0m+l5ysbyVAZvF4qtjZmbsqX1iCJRaSZ0EkltjCTFAhRgD/z/2/jzOsq2s78ffa89nqKrue/tyL8MlGCYhCogyiBhBiRCnIMaBBAGJVzHma/QmBE00EEw0ys8IQSLEMGgiigYhUREDIYgkJILIpEYDuYTBO3Dv7e6qM+3598dazzrrnK7qru6u7q7qft6v13nVqXP22Xvttdc+XevTn+ezkijBmIi2tCV3fWWFyq6317WhIUliJ07GDAYZfW/ForbtgdaXn1mxAu/gaZqGurSfS7OMlJRFNSdKrGOnrmuizmZ/TdyKeYPBwPdz17XUVU3fWVdf2SxsKSG9XyXQCiitX0UwjlP7ubKm73oSk5AltnzQmN63c7GYE0U9iWtL09Q0TU8UNcznp51gacWaKLLls/behqYpfWZe19UuyLyn60on+lR0XWzHf9PRzXuM6Ym7lChzLsAGSrPAmIhm0VBXFYPhEGY5NLZ8t+gHduXJWUcd13RpR1s2mCqChS0lbNsZxlT0/ZzOlU0mSU/bQhz3TnCuaNuGqoroOusMNaYjinqiqGQwiIiiiq5rybKYNM2o65bFYuHLpLuu8999IkxJaaGUYJdlSZ7nfttQ3JcxIpmDh5Gcks37b/DgZzyYL3jY0krVklgxq0gp8tqWkYkjK3aP0KGVY8Ws3D7KPPNOK1iWDWZUbB7L+aK/86XMyZgFYtW6mNUG1q7GPZf9ROMZ3Xhkhaxx8EiA5nqWmVERdiXAx3J2IScUgmApBp3tM+kuz/8EyIDbgAdzpog152AErQQrYsEyC2zg2jEItpG2XYg7LeRLsBc8x5dQNipkKUeIaQ4mX/1dURRFUS6S8xayjh8/vhL23vc9Ozs7DAYDfvmXf/lAG3fY2dra4p3vfCfve9/7+OhHP8pkMuFLv/RL+Zqv+Zrz2k9ZLpjP6xUHQZIkvowwyzLm87kXaOxkN/IlY1mWUZalL8tJ09SV/bS07RyogJY4bp1QZsWtxWKbrouJ44JsmtEsGtJRyunbT1PEBcTbfpJv+gGDxZDtv9gmKmPatMX0NlS7Pd0SzQzHimM0VU293dB0DXGXMFhEUNkJftxa18R0OqVLWk7NT2NMT54ndF1D05QURe9EmJq2rajrno2NDbIMjOndCmYN0NJ1NlOrKHKqqnNlRYlztTWub3uqKqPrEtJ0CKWhK3uyPKOa1ER5TLNt3Vhd0tPHkBcZ/Q5gbLh9XVYsytI65ogom4qExIoGfUQztyvYlfMFcZdA1RNXMWmcMsgHtG1H0zU2sD2zJVllOafvK5LEkOc9YFega9uaJDFkWezEk4ThMCNNI/o+YTabUtc9g0GMMSXD4cCVDab0vQ2GXyx2mE5bJwTE1HXDfN6SJJlb9bIljiPy3AYb2/HSO4HT0HUzyrJhe9t+pmkiui6i61rm85I4jpz4UJOmCYPBkCSJWMymNI11ybRly6y3wltdV64UNqbqFiQJTrBI6HtbTpllGV3X0zQ1UWQ4diyjbVsWi8oHeAN03RzoGA6H9L11e00mOzSNdSMWRcxgkJAkEEV2Ym5MS1WddkKdIYoqL5ZYp2NEFPXMZhOgZzgckaZQVT1NU7qspoQkiem6njg2ZFnhBJaGNO28Q6gsS7ouJkky0jShaSq6rseYmrYtsdWHvRfFisKK0IvFgijqgM4J2jWDwYYTdWMvbM/nO6691nUzGMTkeUTb7hDHCaNRQteVtG1PV0fUM7d4QBvR9jZEPmoi+gWcuuMksUkYjUZ0XUeRFdD1DNIhbdUw256xmFinXhSBMQu6bkIcRzTNhLKs3UqpkVthcMBiseNL+wCaxi5QMJ9PGY0KoqimLGuSpGQ6vZfBACaTyt3PHXVdY4xhOBza0mWs49Ku7Dr3GYDrbquu6/z2Ik6KUHlYiWnJo4a/+qNfzgnuIebOM7bpC+uE82JV6MhqsaJW4d4b2+1bVyS4FKAa/9gNEb1aEl9iKDQuZUt8XTEtcdLSFe64oZBVAJMBVsx5HNZKNgqOtJuAtC5I7fdPkppV9xbAtwH/GxsOL0JcKGZJueFBu7QI9hu2R34OgucXckxxYrXuODNsML6WFypHhAWrt/Zirw0VRVEUZf+ct5D1ile8YuX3KIq44YYbeMITnsDnPve5g2rXoeb9738/99xzD9/wDd8AwJOf/GQ++clP8tM//dPMZjOe+cxn8qpXvYo839//OhmznJhKWLGUzcRxvFJS2LbtivNAlpkH/OTY7tOQJD1dV9P3LV1nnS7G1EBCXVtXQ9dN6DpDHG9Bk9AsekzT0Zl76PsJUdTT9xFd19N1A6IywnTYnCOADupFZcsW+9O0bUp/KqOfRsSpdWREUY2JejAtxnQMBjV9PyeKtsnzhDS1pWq2nK7xQo514EBRWNGqbRv63oUiuYlvkjRO3KvIsgFxnLmJfuoErc6df0Sa9kBKXXeYJsEsDNHCAAmk0LQV+bAgLVLiNKGnJ8kS2rIlq3uyxGU81HalNjowvaGtnLhY2xD6Lupo05o8TxiPM8py5sTHnra1gft5bifeaRpjq0lbd/6ln6B3naHrarpuBDREUUkc1+4690RRR5KkJAkMhznQ03UL4riiaWzJljEJxrQY09D3tctLW9D3KXG8cONoSF2LuJNTljOm0wVgnGhVUJYlUZRQlnOMgbKMqOua0WhEFI2I46kfq11nMKalaRbu95a+NzRN765V4soiE8pyQRTFtG3q2lK7vK/UObF2nBCUEceJK5FNyPOSpund/TLDmM6Xl9X1DGMGGBPT93PA0LYlRTFyQq8NU7flb7Z9Nmdp7lYQte1Nkp6+r8nzDmMqjOm9QNJ1C3eNEndvJs6FNHOiXOHeq9y1B1zofd87F1oXkyRD5zbqadvO9VWJMY3rTzv2bRZVStedou+Nu2dj2jZx7iNDHOdEUYoxCV2HK8EFSInjgXU/2jeIaenbOXGeuu+IhrpOieNUosCIXaZVFDX0fUnblvT9zImac+p6gqyqald766iqKUVREEUZVkxY0PcdMKPrauIYmmZO11XU9RTr2uncPYAPcLclsZF3Y4Ul1H5hg+A1yQa0omzsV/w82wq7Vxob7r7MplpmVO0iOInzCpaOLPe8z+Fjn4NH3gzlKHLrFGYrApU8BBGmShczH7YqzMhaljrmlORLp5Zkc8lDBLaV8rqHsQx/34t1N9ayhWf/zDqyguGXu9/DjKrdsrNEUNrh4MQsOW7Yvg4b1H4fllleEkx/PseV9oafH571E4pyaFiwmt+nQpaiKIpyAJy3kPW85z1v5fednR1+5Vd+hZe85CV88IMf9CUdVzMve9nLeMpTnuKFrI997GPccsstPO95z+MRj3gEL3/5y7nf/e7HS1/60n3trygK+j72jgLAO65skLSbkLicLHFkLSfEnc/SEhHETuB6oqimbXvnRLFZNHFsiKKGJIE4LonjnLY9BWR0HcTxaaLICidWYIpcps/EilrNpnPD2D/E+36Hvu+oKutGsTlNY2oS6nrKcJj4CWpd20lz1zXAgroGY1KskNM7x1hE29rZmj3f3p2X/CHfOuGvJYpqd75SbmZLEuO4om2tiyuKEld+NMMY69Zq24SmKen7DGMS+sZAZ6ibDrNISYoRXdvRxTaMva87+qxzjims0NV32FUFO6Kopq5ndJ0Vq2w7ErpugDEVdkIfYcPccZP6FmNiJ15YkU7OazkGeooCkqSjLCuSxGY9GdOSJFaMsiWWxk/u09Qev6rsNc4yu7KhHROGokhJ05QkiWlbSJKG+dyFOmfGHb/z5XF53lJV8noFWAdTnvfkeU2WzSiKiPF4RN9DVbWU5Yyi6On7jrpuAvHBONGkIo4b2naKiDT2Ovau9NJep6477cZYRt/b8P88L4ii1mU0VSSJFauiyLgMpQFp2jknUeXcZ40TTDvyvLerAhpDkrTe5ZimJW1rx32SWEHH5pLVxHHkXVxWzJIy3tyVZtoSoqKoiOOOPMcFwFs3mnVUzsiy2O2jcefVuH20LtTfOLFSQpA6F9xvy/GSZE4cx5RlSZYVTgSsnXPTikQyHqzA1AEpaZpgTEPX4b4zZoxGLX0/wS4egAttT2jbOVEUkWUdZbmDFY0XQEOS2Ps0TTuyTFYY7ImihRP9WuJ44cdyFJWuxHLuxLyWNG2c6zInyxI/3uU7QnKvJD9NxCgJcpfvOnldxMUsy5xLNbXh/3HiFk44nKwGrC+zrIQmjmnimlREotDoI2WFMfyH/wr//rfhS58At758yIyhXwdxztCthxg+cidMZU70CgSqXbCCV8aMAff+4tupf+Xd8P+9ERuQxZrmtC5AhQ3fjbAET57vds16lisbNuwtZu32XH4PRabXAg/ACl8HJWaJKBfmZf0n4M+Ar3THSrAilDgFz1fMks+cTehTlENGyeote3grvhVFUZQjxAVnZL33ve/lda97HW95y1u43/3ux7Oe9Sx+7ud+7iDbdmj58Ic/zI//+I/733/1V3+Vxz/+8fzCL/wCADfffDMveclL9i1k2clZ5J0H4rSSiTPgc7BkYicTORGzxJEAOPGncpM5Q11XzkVhnCunc26nbfq+wIY1R87N1GPMlGUIS2vDrru53yaKpliXS+ccLHMnus3o+whjMvreli32fYX9L3sJaG+dewb6vnLnYgUW60BZYFfiixDBRoS7tm2csNb73+3kvCOOragURVBVtXPjGFeSZ1w/ulKbWJwdlevniKbpSZKIJClsUHxcYFdCjMmyDmOsWGCFrMQ5xhrAuLyilq6bYlcZXJCmKcZ0JEnlXEbWcda2HcbY7CO7kqRxwl7nhR4JYbfloDFNM6HvY7pu7pw6MoHv3LGhba0zLY5tmabVM2vSdOD21bNcAdEQxy19jwvhhr4Xh17qXG9zICaKYpJkQNva/1LNsjlS0RXHEMc1TQNVNaPrttz1tI6BvrfjNY6X5yNtsWJfjDETJ0hEfjtZ6CCKGrpux7l1Mie0xC4cPHaZSxVRZIPr4zhx4mtJXUtWWukchS1VlblzHJLnQ3efxURRh10YYUFV1c6lKKvfdf4+lcUGbN9Lv5XuXsloWyv8RlFMXWcYkzrxGeeyWtD3xl0rOxFt24K+L5zbq3T7bpywVDm3WOKEMoiiCTYLboExNTZHriGOh0RR5xx5VhjuusT1S+baZcecFV9r6rp2wp3BmMStdprQtjkQu2s3p+tqJ8a2xLENv4eOLKvput451zogcd9LLcbI9V24xRoqN1Zl/EdOnLMiqzhSZbELEWWXuWRuhUy3Iqt8B65jv/saoij14++wkjtZad2NtR687nOxCpYlOvny51/5Ypj/J/iir0zZYcwOG+ywwQwraslzed3+PmDu3p8x8C2I14/NUsiaM2T2H98FpYHb/gwGJ2x7muAB7C7O7PWnxpuAu4EXAtfvsU0N/KzrgB9gNUNrr0D4vY6XuuOdwmZ5Pd29ts2FZ1iBFabCnCwRsr4Am931wLU2XYyYdZAlkYpyGVBHlqIoinIJOC8h64477uCNb3wjr3vd69je3ubbvu3bKMuSt73tbTzynucJFwABAABJREFUkY+8VG08dJw8eZIbb7zR//57v/d7/PW//tf974973OP4zGc+s+/9Sdkg4JedD1flAnFY4V/LwqWMA9eCuLisqGX/erAlQAnGZLTtAmNymqanLGfEsXMk9bbEzgZQ19gyNfuwoeFWPCiKkZtIJm7yb/+wTpKUprHOmCTJXJmUFVv6PkdWZoSONM0wpgMqJ+TYErYsK7CrnknIu52s1rXNULIOqt4JfBF2pceOpqmc46QDevq+ou8TogiKYuzK4irs/+ZHpGkH1GRZWLrZujbk7hpkTpCJSNMIqCmKoQ8ht26PkiiSVSd7sswe35iKLMu8I8VO2GuiCPoe5xSKqeveCX1LNwpAXTdepLTXr6JpjBMCxdVkXLllZTO4Gnv9ZfJvc4Vq0nSLLEvdvq3IZvOEOvoel8vVUJYlxsS0bUxV1VRV6XK3YqpqRl2Xrv/qlXNumtgJpRlRtO3bvVhIGd3yfKVU1op4NuCn76cYE3vhMUlyokj+u7aiae4lSQZYJ1jqcsMaN8Y71x+NEwgTjKmo646ytI6yUACxgegQx0OSZAxEGFM4d1vvMqxsPlXXZSRJ6gSmyJeG2vuto2k6kiSmaSI35grqekLT2Mytto1pmoRlZZvBhqT3rlxU3IxWLLb3e+Xu74YokuOWRNHAiVbWQdm24ozCXxNbYjmnrhfeLdY0vbuHUup6x9+jto32fJvGrvjZtpET8RJA3G8RxpT+Xk1TqWmzAlKSdE5Ysm1uGuOudULXRa7/FrTtnCSJ3XdK7cprR0BL0+DHjCxmATjxK15xmIah7tZ5uFzsQrYVh6otO+yp66XL9bARria4XlK4ImaFpqYi2IELd//ir4D/9D8KTnGMUxznFMfYYcP9vnx+NiGrYu8yeF+CWGZ0L38t/K/PwIknwaew/8TIo4Fl2V7oGBI3VIickF2kYO+8J9mX/McKwb52Ww0wDT63/ueN/P5A4PnAFrDBsoN3WIa37xcRruSxvoLhU9xD2hm2a77HOexFzWp5oaIcEUpWhSx1ZCmKoigHwL6FrG/8xm/kve99L1//9V/PK17xCp7xjGcQxzGvec1rLmX7DiU33ngjt912GzfffDNVVfGhD32If/bP/pl/f2dnx7tK9oOdZFuBRj5nxZKlKBWWNcFyZS4pQRSHVpiXBVZIshPw1okerZtQS76MlLPZvJ+6XiDB3CLwpGlKVVXuONB1dqU7K3TY/x2OoiFJIg6rxotONix+4Z6Li0jKIWusu8SW/xmzDOhuGmlX5MK2C+9gsv0Qu3Oq6fvaO5yaxuZn2RBxnNtq5nOQbH/hguWXoo8N7c7IMlkVLyNJbNA0RE6wq+n7krJs6bqMpqnI85yqWv5Pvp1A1xgzwE74YyBybh1x0iWAoeuknC917e9cOVWHMRnG4Mrn5Lxrd01YcaNYIcG61Gy4dk9ZLpyYFRNFhR87TbOgbVtfxhrHIyS0vGkWznFnHTS2FNU4ka9z/dd5QcE6dmLsqnkNbRv78WeFp871e+wch8aV7PUuv6tx5XIJeR65UHjrdrJjs6YocCVsLTYTTM63pOukfM0KqnGckySywmGFMSlZFnvRpu8lhFzOMwpK7jpgQZ5DmhqiqCVNI5+7VFXWwSQCi3UVZkGmXUtd77jyWbk3EueQs/tIU5ywYvtW3EX2Vk2wWVTWGbbMu6voewIRrqLravLc5k/Z/q6Bzt1zlcsgs+PaOg5TmqbEGBGyxA1WOofWEBudVdN1VoDrusiXXEqZsvxzIQ4qm8FVI6H7dowaF9gf0TR2TNX1zPWHXWFRxDwpkxahMSwXrOvaC1bLzLilI3UZ/r+aIyhtXq7cenhL3W3qVLlSUpiwWl7YJpCGZTnhzxjqEexsFU6sOs49XL8iYO0mYomQtcMGFbktRSwz2mbv8sJykVMvMmgLeNDN8FmsqWniHiJmrYgtwm5CjQg6f8v9zHbZRkiBW1ktK9zPiobr4esEvz9qbZuwJHDO/txZg7VHKGCF7ZDnYZubtceF5GUpyhFhgq1yF2ZXqiGKoijK1cS+hazf+Z3f4Qd+4Af4vu/7Ph760IdeyjYder7u676OH/7hH+anfuqneNvb3sZwOOQrv/Ir/fsf/ehHefCDH7zv/YVh7uK4ElFKJm7yU9wHkjkkwcZhCU0cx660bbUUJ45jl1FlJ8l1XQclbcvgZICwTFFEC7sfkIyaMM9mfRUxsC4KybWR1cikdGj93GTiLaLdcl/G94vdXkS3jnVk4mpztiQMe7k/O/k1dF2LrPgo74vDI5w4yz4l28s6b3onIsnEvfMTZzkf6We7r26lP+U49nfJBFuOA+nrsP9FMBJhM3Tpyfbyu4hM8vlQtJJzE/dXWL4aZqzttnjAukMmikRgNP5zVVV5YVX6RdoajrGwVEzOOcsy/7uMURlf4QII9jqwsn952NX+VvtDrofcK3blwmRl/Mp+m6Z1Im3rhJfeiaHicKtWxq70m91H78ebHFPuF+mjum5WHENhELn023oO3nofhONDzknGvFxP2YccS/pc7vfwvgu/g8LviiRJ/bULt7flq/HK2JSVUsPMKimRzrLM5ZYl/ntJzl/GZyjOh+PYuu9Wy6vl+sk1Da/nYrFYuTbhPg8jsS8nXA97d6KWfAckYJqVD0ICdQ7zccqcIac4xj1cz91czz2c2EW8siWHk7Wyw/l0sBSpFmdZnKQxS9HqbpbVeadYvg4sRSBxDUnD93IQrQtYYdkgLAPBQpEtFLPSs+x7N3fWbv/BNMTOrAfBNmlwHqEIJWLVbuJVmJElSPvXj73bapp7iVPp2jbrQqGiHHJKxMi7/F1RFEVRLpJ9C1nve9/7eN3rXseXfumX8ohHPILv/M7v5Du+4zsuZdsOLT/+4z/Os571LL7qq76K8XjML/7iL66U+r3+9a/na7/2a/e9Pzs5T2iaxgs+stS8BBhXVUVd14zHYxcOb0WG4XBInueUZcnOzs7KpFIEpPF4DCzFiKqq/L6rqmKxWFAUhSsvM0wmdjWyjY0NP2HO89zvT4QSmYCORiPm87mfpIorIo5jV7rWURQFxhiKomCxWPjJuQglodulrms2NjaYz22ZynA4oixDl0rkJ8dlWfoJu10trltpn5zfYDAgz3MXlN1y/PhxoihiMpl4IUbeb1vJqoI8z5lMJv78li6kljzPSdOUpmm8iCKCjJQgJknCfD73bS3LkuFw6I8rQoMITjs7OwwGgxUXijGGwWBAmqYsFgu/D3k/SRJ/jSeTCdPplLIs2draomkaFzRuvONvNpsxn8/Z2NgAYDAYkmU5fW8dYUmSsFgs/Dipqor5fO5LXoXpdMp4PGY0GnkhqW1bisLWP9nrtxQdZYxtbGxQFIUf76F4OJ/PqaqKorAuso2NDe655x7iOGYwGPj9iSjSti1lWVLXtd+nbFcUhRfXRJwajUa0bct0OqWqKj8+RKhqmobhcOjH0HA4pK57Pz67rmNzc9OvFmrLM1MvZso4sas5WuFpsbCBIHEcrdxPYIWW6XTq+2A+n3Pq1CmqqmJra8uPi/CaSx+UZbnS16PRyDkEK79f+T3LMk6dOuW/O/q+Z3t7mzzPvbglopAVjGK2txcrorAIjBsbG74/ZBxcd911jMdSxhv5e1G+j+S6yHPAf191Xcd0OmUwGPjvLds//Yq4V1UVN910E7PZzL8m7Zd7ToSryWTinH77Wzn2SiD5WDbofTXs/YysqqC8sE+gzKEqUnbijZWSwns44QWtUxxfEbB8Tla7wWwyYDEZwqRYLQ1s1o5J8PqCVSFrXcxixlLIWl9lD1bFl3WxZ/213coRQ84lZq2LT+HP3f7sGbIqnolYJc6s3coG13/udYywI9fPO3xcSPC7ohwB7CLIq78riqIoykWybyHriU98Ik984hN5xStewZvf/GZe//rXc+utt9J1He985zu5+eab/cT4aufEiRO8973v5fTp04zHY+9QEH7913/dCwv7oe87lyGDF7LEVSCTvtDRIm4bOe5iIautRSvbhi4K+Yy4GmSCKgLC0mmEF7gA71oS0UoEAZl4i/NDXDahgCWuDBF/RPCRbCNxrch7gBdLRBQDSNOEtk28a0XcKdJWEdjCPpEJubRNXBvisLGrxFnxQhwni8XCu7ZEyBLnR1EUZ7g7QneUiAEiYIUlTWG/SFv7vmc2m620MxR15HqEK1QuFgvvyBHBIFy9Uq5nKPKsO4/atmU2m/l9hJ9bZnTVXgyZTCZujC28CBm66ESoCd1aoctNzkFek34T8alpGi/EistLxqP0k+wn7Od1N1Ho8CnLcuU4ocNtNputtEkEYhHH5JgyHuW5LKgQOrjSNFspXwsdktKv1uXV+f1KP0g7RHSTtkh/iANProsIiCI2h06zsE+kDXEcMxqN/Dns5iKT74NwnITXSO5H2SYsZZb7JxTMu65jNpsxGAyQfDS5Fm3b+nGyWCzIssz/DlYwDhe0kGsBeOef3KNyD4TfhfL50E0YOt4OIzENOSVJ4MaS14U2seXCXgqJbblhVaTM4uFK+aB1Y13Pndy4a4nhrB2yc2qDejKASbpaFnj7HfBz3wVf9i3w1O8+s7GhkHWKVTHrbveez5gKxSwRtHZTyEJ2c0qFKw2eTbg5mzNrXRA7W8n/+nvvB94NPBu4L2eKVPsRsULkPKRN0uZzlRiG+9Owd+UIIhGb4e+KoiiKcpGc96qFo9GIF7zgBbzgBS/gz/7sz3jd617Hv/yX/5If/uEf5q/9tb/Gf/7P//lStPNQsrW1tevr11133Xntp2laqmrmJ3DropI4ewDvCrKfa7zjanu7ZLFYeDcE4CfPMvEMJ75pmvpJsTgXQpFkORldlsvJZ2QyLpNYmWiKUyN0ZMFSDJDjtG3n86DEfSSTf5k4l2XpJ/vifJJ9h+Vjcs5FUXgnUVjCFmbniKghziERS2RbcVnBUgyUifdsNvMuMBEFpEywLEsviC3FxYV3y4RiStu27OzsMJlMfJ+EbjW5JmG5H7DiihGxTMQVEU+kPesCZlhCKn0yn8/92AL8PqTtZVnSdR3j8XhFeAsFArk+aZp6cVTEDhl/6yKoOL5EnJLrKmMzLAOVsSVuu2Xu0tI1FYqScv1kX+GiCfP5nL7vV9xuIqTIdRaXXCjOTKdTfwwZW0tBcuqOkfprJOcifRr2u4wDce6F/SBjQdohLipxpon4I+K2jDsRrUQUlDw7EQqlL8W9JN8hIkCKM9MKc1agHg6HXhQSl6SMs/l8znw+99dKxDdxusk9tbpSZu3PVfYV3ivh90VYeirfhXLPiwNNnJbi8hKBXJyPWZZ5gfAwlxbm3pG1u4jVxDFx09ImVrwCK2yVeUZFviJiiSvrbq7nLu7D3c6ZdYpj7JQb7JzaoDs1WgpRImDJzz//hP35B/8FvmAPIathtbzwDvc4BVbAusf9fAc2RP1GliLWujtqv5xNzApLBkNh6HPAJ4Cn7vOY65la4r76BLb0cQd4+C6fC/98upDzkvaHDzi38KZh78oRY92BpY4sRVEU5QA4byEr5OEPfzg//dM/zU/+5E/ym7/5m7z+9a8/qHZdU9hJYr4iBIjAJMKFTBLn87l3B8l2J0+e9OKUiDihOyEUIEQUkEl/mD8kokIoLoXuldBtFTrF5LPz+dw7UcL8o9B1VdcNcWzbLS4KEVFErAtL6fq+9xN4+196PVEU07bWDSVtlYn45uamEzGWAoUIbesi1Hw+X8mSEkdUmqa+RFBK2tI0Jc/zFbeU9JGICiJGiLCWZRnD4dC7mETsyfOcLMu8e0WuC8Dm5qbfVgRIEbvCclN5X8aBCHHAStlamKcWlm9ubm560UvKAsMMs7A8bDAYeOFLzgXwpWxyHHFkytgIxQ1hOBz6sSCChPSB9KWMYxEHpS9FTBmPxy403p7TcDj0YzMUvmR8yvUQh5Jc2zzP/T0mDiYRmcJ+XBdm5RrL+LT5WBFV1QXXrcOYduW+Cl154X0yGAy80JXnOceOHfPXXfpP2iziXVVVQSmsLeeUfhwOR0C/Ipzlee7Ht+zD9mPiXZahK82YyAuxoatvMBhQFIV37cl9IeNLvleso9Gs7FO+d0TYku+6NE298BQ60ES0lN9lHMv3UigOyrWV8SNj7jALWesZWWeUEzraZHkOImJJWPsOG5x0+Vj3uHysuznhxaxT9xyjvntzWQJ4ilUnlvyMngyP/hcwfogNct9NM1ovL7zD/WQG3AncC3wYeA/WcvE97C80fb+cy5kl/Irb9gbg0WfZl7AuHIko9j1YUewvneW45ytgrbdh3Zm12zbi/ApRR5ZyhFh3YKkjS1EURTkALkrIEuI45pnPfCbPfOYzD2J31xx2kpb4CZsIGVmWefdD6I4Iw5LFqRC6aySHRwSGsHRKXpdt1l0/4uCQY8nrUl4UCmQywZVzEBFhrxD1ZS6WnbSGpVOhC0c+F4ZXW3pEzLKh78tyy3CSa8WbhL7vSNMsCHwHu3Le0gkTloWF4l2WZX4yLCJCuBKllO6F/SHOOTvhH5LnmXeThQKiCGVhZpOIDKETTzKYjFmWeEnZ5XIyvxR0wtIwEdxEeBTxQ0oG5fpJm0MHl5y/fE6y2MLxIMcIg91DoU+uYSg8hI4oGYdpmnrBRNpUFAN/TjIO5KcIi3JNZQyJO2c6na64y3ZbXMCKSTFZliNh7GGZa3i9RHSTfhGBScaAbaMJAsrFRdQgQf8iAoVlemGpX+jsC91Pci+H7bOOxtYfX14XQcmOrwy7QmAbCFPGuyxln3Ke0ldynaQcUO7t8B6UsSfXTfa1W0m09J2I5aG7Kgxtl3Evop+Mw/C7Rfo3vOdk/7JfuT/lnML74TBiVyxsVnKykjUxq02WZetNHK+IWDMG3o11Nyd8aaHNyDrB5z93H7ijWJYCnuJMR9ZKPtZj4S45GKu6ijwPywvvAJqapYh1L7AJPBDrxroQESvMkxLC8sBQzNpN3EmBvw58BPjLu+xrP4SlgrKwTcaqeFSzKmKFv5/P8dadWeI+W2+Lohxh5qyuWqhClqIoinIAHIiQpVwcMsGFpTgQ5iOF28kkMZw0hkKXTODkc+FEd10Ek32ui0BSogRLR4uUKYWTX9k+FIPCcwFW3BehyALmDBFISpzCzB05L3EHhWWN4aQ5PG54LBEj7OTYrn4VukfCjKmwL8KSRJloW8dPjTHQdb1rR+TPO+xXmXzL8zAzK8yxEsFnmVUU03UtXddj3WdWzArPSfrNtimi60S4Wvaj9E3obBNXlwgEbdv6kr1w3IjYFZakrTu2QoFKXDNhVlxYViiuMBFW5Jzl9XBsW9HT0HVW3Nne3vbCkd3fcmXKMCspzJ8KVwZcjjf8NV6ed0yeZ/585VxkPEpbw4B72Z8Ig0vBODlDFJZ+taJr7/sydGTJvuz9hRtby/yq0KUmx153GIbXRQQl6YvQqSlZZOE1D8fV+r20LlyK4BY+D0te112P0gfhuYQitTjKwntX3HHyvSWvy3gLM/rCTDK5z6TvxFUnmWuHkeVKhasCVujMakTQdFuWZMwZ+pUKJeBdft7tgt69iBWW/8ljwqorK4xo4iy/y/OF248Xse5iKWZNsSV9+xWxwoyp9YD0vQShs/3ZUmMFrIcHv59tZUNh/f31Y4TZVrB3yd+FCE9nC63fLQh/L/eWohxSZqwO2cP7tawoiqIcIVTIOgSsl/GJ0CKikkzaRFRZd6jIhD4McZf9yQRQJsywXOlOXpfJbBgIL6VLIvTIJHFdsFgXxmQfMjkNQ99F2LD7WU6gRTyqqtqJGN2KmBcGzsvzUEgRR4g9frciBEimV5iz1HWdX71NhAu5DuvChYg59lx70jRxbY4QvS5JUi8CyES9aWx70rT3DpdQhBAnnfRZ6IIJ84OaZin6rE/q5VyWzqSGvse3I3TEyLWTbCG5ZlIeJn20dK+tCkMiSIbumnDM2Lashr3LNQidMesOOGlXKKIJUo4WCosi8sn4b5rW9638DDPlJAdLBD4rDGV0XY8xnV9JUsZaWZZeoJFy1aUwtrwGURSvjNG2XXU8ropo/YpAK46j5f3X+TEj966MYblmYWmx7DcUG634nPnPh/dJ6MwKr8+53ErhNQsFPiklFGR/4soMv6PkHgodj3LeoVNUhE7payk7lj6Qfg4FvfV9SpvWx9FhRcoJRcQ6w41FQkxzhojlVx8M8rEkD+seTnDPPSfg7sKWCEr53/oKg6Ejaz1vnF1eC18HrPByJ7b07l7ODHnfi9BxdDvwZuAJwNN32TYUs/4n8F+xwet/OdgmzMnaDfn8XiLRXuV8e7VlPTx+Xdi60JK/0Jm123vraGmhcoRYsOrIOvxfz4qiKMoRQIWsQ4B1iCwnv3Ecr0yuw4mxBGsvhaxleU6e50wmEz+pC0uGZMInk0qZqIelYCIASGC0EIpXYRmgXd3PikIyiRfHhwSvZ1nmA8zFwSKlWmF4vAgl4/EGZblwriJckHPtJ/lFUayUekkAtZTNSXmWvCeigfSDnMd4PCaKYhaLuReJ5vP5yoqM4bmLaJQk9jwXi4V/fzgc0vdLR4sIPmna0jQ1i8XCC2nT6ZTNzU3m8zl1XftcJrneoTtOHCjhBD18HooBoSjUtq0PCxehJizBEpFSzlGeh6vzSZ/I9iK0ybFFKJFrYcPQrcgi5yJiaeh4kusmbZbSSxkji8XCt2uxWLCxseGD1kW8q6rSC2pJkq44p0JxSTKzJMtr2W8d0+nMl+JJAL0IMdIecbTNZjMnhKWUZVi2thQh+36ZXivnHJ5rWZaMx2Pfx9J+OU7bpn5MibAIeAddWGoo95eMv66zqwWGgpMIgKF41jSNz7eSz8p4DX8Pc/pk/ElYvmSJLbOwIp9TFbpDpbQ3FKHCxSQkm0xKEMNrJkK+jJ84jv19L2Navs/CsR+6CaVfw3Lgw8ayrPAs+ViBiGXLCpdC1imOcdIHvTsxq3SZWCJgXaiQtULP6uqDNVa4ugsrYt2DDUSfB+/vRXg9Kmyp+N1n2V4EpHvc8+1d3t+NvUr/djvB/Tip9vrcbs93Y33/67lc5xLkxLlW7+NYinLIKFkVsnQIK4qiKAeAClmHgNC9EQpW4gaRif26GBA6qUQ8CZHJ3nr5UPieCABh3hCslsbJpDZ0cYTuKikrWhdgZDv5/LpDY70t9vhL4WhZbmkFJHseq/0k4pzsR4S+MJhbBIJ1N0hZLlZEFhHB1vtCSiGhX2m3sCxbXApMVgxKiOPIiwdJkjIcDv11hWXpowhHIkSFq7yF7pzwekifySTelqatlomFeUsiYCzP6UzCPgqF0HA8hA6pUPSTPpPP77bPsPxr/X25XlIKKceUMjZ5TxxT9rHa/lD0Xc//Ws9uC8djeExpo/wM709pT9+3xHHkHXNy3WT7UEje7d6T9kmJaZpmJEm5cp+EAlYozkqfhc8lU09KEeX9sIQzLNcTMS1sYyj+rjvowu1EdJSFKERIEvHb9vdq2Wfo2lzvi3A7ub/kHhXkeSgQSvvWXXhyHcPPH0aSldUKl89F2hJaltlYNh9r7ISs48GKhcfYYYPTdx9bCle7PU5xpogFLMUqWF0VLxSvpFxwjhWUxIklItb5iCwJ8BDg+4FjnPtPkb+BLVkc7nP/ISIS7VfM2stRdj7C1dk+uxvn+6eYlhYqR4gFrGj1h/urWVEURTkiqJB1CAjdCmFIskzCQ+eBrEAGuNK95WpkoZAUTljDSei6O0n2Gf6+WCx8WZW0Tyb4oWgWlpdJSd96CaSIAWH2lA0oXwY0hyWR0s5lXpYhTYugHG4ZUi37CMUjycaRSbtMrkWsEJdOKNSEJYVLIcEQRcsMqKapvVNmXcBpmta7S6Qf5XmaFn7ib8xSMJBrIy61sIxP9iFtlRJNKQuUiXuYLyW5WE2z3Fd4PeT30LUjwoW8J/0mIsKyDNSKFOG2oeMlDOMWUSUsTYRleZgcW/azWCxWhCJpo4ihIpZIe21/9U7wTHzZY+gck/4L2y8OImH93ljvo/DnsnRPnFI290r6Xa6nuN8AXxq3fj2XQljvr6u4vcL7PbxHhb7vvfAaltWF5xGKb/K6OJmm06lfcCB0Mcl1l+snrsS9gtXXS2NF9BuNRkyn05VS2DDfTJ5XVbXiAguFazkvERZDxx+w0rbwnpXVQaWf67r2GVyHlWXI+15uLNt268ayjqx54MYKVy3cYYNT02NwqljNwzqFFbA++Vsw34DFV1khqwErXomLal2IanZ5Hm4nYlYoYu1XXAndSRtAxLkdSQbYCn4/35nwucSs9ZLBdXZ7rwE+gc0F22t1xPNlrxLFdO2nohwhVMhSFEVRLgEqZB0CwjwZmagVReEFG5lwyiQ4dDuJGCLvS3mUCCZhxhCsrtAmIpBMbmUyK4JQmFEVTmJFUJF2W3Fi6TIBVsoJQxeOFa+WzpZQuMiynL7Hl3Y1TUsUGWazGVmWeRFEfsoEVybSgkykZQIvk3YpwwOYzWZesFtmFbW+z+15mECEWgqDoUMrFL/C/hiPx17kkbbL86V4kVEUhRNBKuI4Yjqd+n4UJ5L0z7KcdJnPtMzwWpZghW614XDormNH09R+vIQOqWVGWbUi0OV57gWc0MEk+5aHuHLCvg4FrNA5JuV8oUsnLG0cDAZ+G1mdMLwmSZJQFIUT0lr/mjHGtzcUpMI2iWgWiqxSRitOpNDxJWJUuFKgPa/leJLxA0sXoozPULSSe0fE4fBelmscCpzyORkzIuzkee7L7mTMy37F6ReW6cm9nCQJx44d8/eA3JfhfSj3zrqwKfvPsozBYOC3C783mqZhNpv59sv32nqZYJjhJ/dB2E+yv3CMhA4/Ec/Wc7dE4JdjDwYDn7d1WFm6sVZFlZaEJnBnve3NDf/v/0345hddz8wMg5ysMRM2vLg1mwxXg9xPyc9t+NxLoW2h/SN3lBnLTKtQiNrLjYV7/l7g88BXYGen6589Fwf1J8e5hKfdCMWs/+b28dTz+OxuvA4rxD0QGO/y/rmEpx74z8B1wBOD4+z2ubDvVAlQjhAlq0KWGgoVRVGUA0CFrEPAehlQOPENy65kYisTZjizzCsM017/rBwrdHmF7o5w8irbhiV+Uq4m+wiPKw8RHESYWHfbyGQ1XF1N9hfHtRNmpP02YD3MYhKhSI4VOkdkv6GbI3SShLlN8rqcs5yj7C9sV3j+ci4S5h6WzYXbrDuZRFyU/YoYuBQlG4xZOpnsvlcn8dK+dTdW07RBf9njiwAl7RDH2Po1FEQ8kH2KKBduE4qq4bgIx1foBFtfjCAsO5TtZBvpHxH85Fouhb7SO9GAlVU0w2sXtkn6IRQqwzI4uXahMLwufMhYlD7abTU9abeIRFLWJsKylPGJWzB0Q8kYCEWe0Om47lKTc5S2hAKx7CuOE6QbwvEcXs8wz0qOF7rxwvfCfhShKSTsRylvDI8h+wrLBsNxHo6L9Wu1LraFbsf1/pc8MDlPEaEPM0lQWhgibqyKnNf9/04SpTFP+M4Yc9+By8kaMGdI6XKzSnK6RXbmioQTYLEJybdCc53b+wzrpArFrPUMrFCYCn//VayI/5eAjP0LWLC6OuFBOIvWM7B2e30dmUG/CysiPQnIOb+ZdXisr8IqhqNzbLtXm04Cf+iO/0SWf5KdbRXFGhjss62KcgiYAOE/G7ubUBVFURTlvFAh65Agk83QZbE+mVx/LhO7cNWvsDwnFMLCXKpwEhjm7oQT63A1tNDVFYZOyyQzdDrZiXa057FgWV4X7m/pHrPnJ0KFtGm39gMrpYOh0BQ6tXYT4kTUkQl46IgJxYxwEi59HIp1Eswv+5X2hkKatCkUOqSN4oyR38OQf3te6cp1Dd1OS2FCHqsCgghBSZL6c5P9ipATlgaKgCXXNxT5pH9FjJHjyNgInWLr1yF0HMp4k99ns9kZ5bTGRMDS6SPikbRF9iMlhXIsWc1QhCNpk81DK727qa5rBoOBd7zJ+FksFr78VMarOATDvl8Xh0VMEzEudKHJmLGh9tnKeIZlKae0oe97H2wvxxG3VSg2y7VcF1rDxQZk5VPZXu5LudbyeugaO3NsLR1fcj5hO8JtQsEpdNyJIyscG3LuoRNLXhPC/YWib4iMp1A0C0ubDzPxLqsVNsTEQUZWScb/9/L78he3x4zuu8kpcl9m2BC75xlVmcEiXWZfrT+iF7uwZSkLFHFKHuvOqr2cWV+HDXlPOT8Ry57ppSuNO9/9fpP7TMTeZXzs8t46X+N+Sl/tN3xeuA54BnB87fVzjV21tChHiBIVshRFUZQD53D/pX+NsFsejQghYW5NmJckk7xwIhzm0oQTRhET1h1X8jk5trwXriYYih9hGY9MuqVcLCz7CyexWZb51QCBlXD1NE1X8r3m8zl5nq/kAMlPEQnE7RIKYSJchJlM0hY5HxGrpGQtSVLm89lKfwD+fKREU8SAsHwtFNnE9SHnJ6JOGPwtIlYoUIWipGRASXmePLf9u8zOkv4OS+3Cvggn8aPRKCjNgrpeOtrWBal1wVJKFMPrGAqjIoqtu2LCksVQeAmdezJOZEXL9Rwj6yyqV8atXOP1jK2w9FLOU8Zc6OCTlRHl3MLyPRlXZVmuLK4g5yGliWH/wnJlRhlnMtZCoSc8d8lZC1cDDUUtKZlbLRddCrpy3eW8RSCT8jy5t0U0XGbFJVRV6cS2Zely+H0xGAy8WCT9FLrz5DtJzlWOGZbShkJvuMCA7H9dUDfGuJVDbTmt5JeFZcyyj1DoDQW89SyuUEAM3VyHmdCJZUPeE8rg/YqcL3rKBg9igx0nWpWBmFU6Qatt4jNXIFwXs4Azxar1gPbdfg9dWg/GltHNOT/OVSoH587JOki+9CzH3K84t5uYdC5BazeedJ7HPd9tFeUKs8BqxsLhrfhWFEVRjhAqZB0C7GRxdbUwEVBCV5UxxpdahaWDMnELhYZlds8qoUtmfR+Az94JS7lCMSMUlMKV91bL7ppAYFhObuV9EV8kYycsoQoFEBGwQgFInov4E24flizKZ2EZZC1iQ5KkFEVOWS5WBMEwBF7OIyzVtP2W+nOQiXvYR+LMEhFL2inHFgFkmc2Fz26SCX/o5gpLrYRQTLLjxe4nFMlEULMOt84HoRdF4a+PCGEiCsiKcNIOcfWIeCDjJLx2oUgVumfCEP8w02y9/M+KshFNszxOmBU1GAy84CliiezLOs4GhP+9Gwogso9QvJL9y7mG942IlKGrSMaFCECyvYxD+SkuqtD5JoJe19l8ruFwuCJghvfZes5YeE/IuYTuRRlvYEWc+Xzux3r4/ZAkMZNJ5QXd0IEl90/oQJMxLfdd6EYL7z8RscJx2LYtw+HQjxE5J+nfsOx23Vka3kehOCbnKd9XRVH4+zRs+/J7dFnmKOPwsBJmY0nse7y2YmFJ5ksIpYywInMR8fFS/FrkZwpY4e8+3H09BwtWw8/3ChsPOR830Ho54W5/cuzlVhL2+2fKhbqUzldA289xLqUo19D333KJ9q0ol4ASFbIURVGUA0eFrEOAFXqyFYcUrLoTQsfR+iqFIiSEeTHhJC6cAIeTUiEUwsIJuEx4l5Pm5YR6WQZmS6pEIJEJ7jL3p/ah2aFzSYSIcEIrAopM5sM+CMWMsARQjiMuqDAHS4SP0AVm214zmy0zhUK302AwYLFYrDiFwgyeqipXJuTiRguFQyklEyFJzjuKYj8ZX+b89CuB7uJqCq+NCHxyjKZpKIoiEKtWVxxsmsavUGf7FO9kkz6RUjvp+zRNmUwmK0JGKLpIP4hQFUWRL8ULXVjyWSn7W89EEmFEFhNYLBYr7j65lmFelLjJRMhdFbOqlTK6ruu8mzDM2goFWHEUhcJN6HiUtmZZRlmW/lxEvAtLEkMRT9ohjsmwBFEEYmMMi8XCH0OEJ1mVUsZjeE0llD78vggFRvldzl8ESglAl/sxjhN/LrLQgRwrLEMMXWDyXK55URQA/t4Jxar1lS7lsVgsfCmnjMGu69je3vbXqCzLlTw1+Q4UZ5nsPywXlHZJmyWUP3S5rX/XHSaezdv4Db6OhpgMvBsroaUJMrJk1cI5A0rvyLKvezGriVfdWOHDc7ZSwHP9KRB+Ltnltd3YKxPrXBlWF/pnyW4Or/2y3+Ne6ZK+mr5/zhVug6KcJ3NUyFIURVEOHBWyriAiEnRdRV1D39f0vZSJtbStDQFfTsYaynLqJrBSNhZR1xWQBoJAhTEtdqW6iLqeYYxkYUlAegnUNA20bbni7IpjWw4oE+2uW65m1zSyxH1E39e0rRVm6nruXVB2lTT7v/x9X1NVC+/aEkeSFT4Grh34fW9sbFCWpZ+U2nO3YgZAHEfM5wu3j444TmiayoWn127C27u+qF1uUkfXiSvIupeybEhZ9vR97UvCqqqlbUvi2Lhzk6wlSJII6IkiQ113TvCDxaJyzpCevu+Aliiyfdp1lRMVGqpq7vqgYrGY0Pc1dd2QZRFd12AMlOXUtVXEn46mWQbLd13j+i2nbUuSJKauK/oejMG7sqyzJyJJcMepXI5XRdfFTjSIaFspA+2o6zlR1Lo+DF1mNV1naBpxxvVEUYwxLWkaBeeTu/ErWWBS0tk4sUncTK0TSCriOHGCYURV1TRN6cSs1pX7TSmKBGNiP+7KEto2ducPdjLdEsd23LetlNE17t6pSdPEOelEVJLrY4DIjbPKiYWVu2fsPWSFypKui4GGprH3yny+IM8z6tqOkapauH6x7bD9FVPXUNdWNJrPUydWNU6wSen7zvfJMneuJ4qWAfL23oxIkjQo7SXIuercvSZ5bhVZJrlXle8rey/0/tzS1I4PSNy4a91Yauk6WcwgdmOvpuugqlqKQpyD9jvJXmO7/WRyyq+S2PcdbVuSZcZt1/r+aduYOO5dny7IspS+t/efvY/EWVU6wdG2sW1LmmbhxM6aqlo6M+39WwVOyDMXbDhsPIu381t8zYoLq3X/LFdOqJISQhGw5gycM2spZgFnCle7ilmCrN63X8ea7GgvR9U6KXa2+lbsan7P3OOzex3rfP80+WVsovQtLGfMewWnXygXs58LcQaGx9M/1ZQjTIVEeFr6vTZUFEVRlP2jfx1dQe655x4A/vf//rkr3BJFUS41n/nMlW7BtcnOzk+zubl5pZuxJ9/Af+W3+BpyqjVBK3YCVuZFLSlBtFlZGS0JDTFdEyQp7ylewWpI+/mIKwmrK+UlwUH2+jOiA+4B7g22CV1ae9FjZ77RObYL+T/B54q19y7GqXWlWG+jZAM+/7K3RFEumjkqZCmKoigHjgpZV5DrrrPLoX/6059ma2vrCrfmyrC9vc3NN9/MZz7zmUM92bxUXOvnD9oH1/r5w6Xtg42NjQPd36VAxCxZwbBx2VfLUPdspaxQnFoVGVWbQ1hauCdJ8HMvEUsEqvCnMMeKWQNWc7bk9xD57PM4t4i13pafcft70S7b7sUPuc+si1i7cTT/7FERSzmy6CqFiqIoyiXgaP5Fd5UgpUFbW1vX7ARW2NzcvKb74Fo/f9A+uNbPH67tPmhJfFmhuK/CFQpFuJLX/c8mhuYs/5T7twxnL7dL9nh9vV5xfdt1EasOjnPC/dyPE0uwC1TsD9nviV3eO+iV/fbqn4Nm/Rg1fX/LZTiuoiiKoijK0UGFLEVRFEW5wvwNfpff4OsAVkSshtg7slZFLPf7IoPG7K1NyaMB654SZ5U4s2rOFGkM1kaR7LLtuVY0TINtLiQb6h9gxayYc+dlna1Ecj8rMK5j89lW66BC9pu7Fbb5YlbOPGgxTlGuBHNW74P5lWqIoiiKchURnXsTRVEURVEuNc/i7b6EUFxZtpQwcasaLl+3v2e0TQILVksLQwEL1lxZoTAlP8PnMfB3sOV66Tm23Yt0l/f3EqTWxZrIteGg2K0tu9ECPwH8FOcO8Tno/wOUPmjOeE3dWMrRZ77LQ1EURVEuDhWyriB5nvOSl7yEPM+vdFOuGNd6H1zr5w/aB9f6+YP2QcizeZsTsLKVsPf1wHcRs+pFdvZ8rMI9zhCzwoeIPfI8wYpJ6yLWXlyM6wguznm038+eq40951fWGCqF669fLCpiKVcTc2AWPFTIUhRFUS4e0/e9rh+iKIqiKIeE1/O3nICVM2PIjAETNthhg1Mc425OcBf34c72Ru797H3gjhTuYPn4bPD8lHssWDq3ACvaNNhJpYS312uPdpf3G+xkNPydtee7cS6B52wB9PvhXELVfgQvEbEO8v/49iPyrTuyVMhSjj7b29tuIaMPAePgnQnwWE6fPn3NZiIqiqIoF486shRFURTlEPEC3uTKCZfOq8Y5sZrAleVp1h7J2qNgFwOR5EDtJhRJTtRBZjSdc1nFi+Rsbd3veURc/j+LVMRSrnZ2dnkoiqIoysWhQpaiKIqiHDL+Hv8uKCGMfU6WCFzA6oqF5wp7X8/N8qznMq07rda5WHHrfASt8y3T220Fxf20N93jcWVQEUu5uliwmo+1uLLNURRFUa4KVMhSFEVRlEPIP+JVa2LWmrDVOFeW6ELy844/gk//EsT9WQSsnlU3kDxfF7Muh7h1kISlkfvhoLK/euCjwOfP4zPr1CpiKVchGvauKIqiHDwqZF0i/s//+T886UlP4mEPexiPe9zj+OM//uNdt/vUpz7FU57yFLa2tnjMYx6z8t573vMeBoMBj3nMY/xjPr96/gDYbx8dVfZzftfS9d9Pf7z//e/35/pX/spf4Xu/93spy/IKtPZgOJ8x3vc9X/3VX82xY8f8a5/61KeI43hlDHzyk5+8DC2/NOy3Pz72sY/xlKc8hUc84hE84hGP4Dd+4zcuc0sPDz/OT5whYq3QmDM/9D9/ED77H2D60TPfa8In67lY4Wt7/dxL2JLnLVBx8WLShYam964NF3rcC+VTwO8Cr197fT8lj7bvVMRSrk7UkaUoiqIcPCpkXSK+93u/l+/5nu/hz//8z3nxi1/M85///F2329zc5J//83/Om970pl3ff/jDH86HP/xh/xgMBpew1ZeX/fbRUWU/53ctXf/99MejH/1oPvCBD/DhD3+Yj33sY9x11138m3/zby5/Yw+I8xnjP/uzP8uDH/zgM17f2NhYGQO7bXNU2E9/zGYz/sbf+Bv883/+z/nTP/1TPv7xj/OVX/mVl7+xh4gwG0t+P0PQCnnMP4TrHgebjwx3shb0LkLTPPi5W7D7uUSs8Pkp4OXArwSNuRC31sWs/PdvgZcB9+5j24N0kt0X2AKefEGf7vvnH2BbFOUwMdvlcX68+tWv5kEPehBFUfCEJzyBP/iDPzjr9r/+67/OF37hF1IUBV/8xV/M29/+9gtpuKIoinKIUSHrEnDXXXfxwQ9+kOc85zkAfMu3fAuf+cxn+MQnPnHGttdddx1PfvKTGY1Gl7uZV5Tz6aOjyH7P71q5/vvtj+FwSJpal0RVVcznc4zZxXFyBDifMf7Hf/zHvO1tb+OHf/iHL3czLxv77Y83velNPPGJT+TJT7aCQBzH3HDDDZe9vYeJV/GP/PMw5L1p9hCzHvSN8EX/AqLUakLrpYcryfAiYp2vEyt8DVYdWOuLIa8LRhcjVJ0L+bPmcn9vFMD3AF+xy3u7CWaHqRxTUS4lF+fIevOb38ytt97KS17yEj70oQ/x6Ec/mqc//encddddu27/P/7H/+DZz342f+fv/B3+6I/+iGc+85k885nP5OMf//jFnoiiKIpyiFAh6xLwmc98hvve974kif1j3RjDAx/4QD796U+f974++clP8tjHPpbHPe5xR9qZss5B9tFh5KDO72q5/ufTH5/61Kd49KMfzYkTJ9ja2uLv/t2/e7mbeyDs95zruuaWW27hta99LXF8pjAxnU553OMex2Mf+1he9rKX0bb7LZs6XOy3P/7kT/6EPM/5hm/4Bh7zmMfw3Oc+l89//mJyh64O3sj3eRGr3UsI2ivU/YzNRbyasRSxdsuxCbcJH3XwmVDQGgM/CPyt8ziz9fK+9wC/cx6fX+e7gZcAx/e5/eUSlOq1h9CoG0u5yrm4VQv/1b/6V9xyyy1813d9F4985CN5zWtew3A45PWvXy/jtbzyla/kGc94Bi960Yt4xCMewY//+I/z2Mc+lp/7uZ+72BNRFEVRDhEqZB1iHvvYx/LZz36WD33oQ7z1rW/lNa95Db/2a792pZulXCau1ev/oAc9iI985CPccccdlGV51ecj/bN/9s941rOexSMe8Ygz3rvvfe/L5z73OT7wgQ/wrne9i9///d/nZ37mZ65AKy8fTdPwrne9i9e+9rX80R/9Efe///35vu/7vivdrEPB23i2F7HOKC1cF6v2DHkPEVdWWF54LhdWs7bd+iqEPRfuhuqBdwP/HZuzdSEYzv9Pm73ErEsvcqmIpVz9XLgjq6oq/vAP/5CnPe1p/rUoinja057G+9///l0/8/73v39le4CnP/3pe26vKIqiHE1UyDogfumXfsmHMb/rXe/i9ttvp2kkwLXn05/+NA984APPa5+bm5tsbW0B8IAHPIBnP/vZ/P7v//6Bt/1KcPPNNx9IHx1WDuL8rqbrfyH9MR6P+Y7v+A5++Zd/+XI180DZ7zn/3u/9Hq961at40IMexJOf/GS2t7d50IMexOc//3nyPOc+97kPYMtQX/CCF1z1Y+CBD3wgT33qU7n//e+PMYbnPOc5/M//+T+vRJMPJe/hGWe+mAQ/k7XfYQ9Ba90hFDqzdnNhrbux1oPiD0L0SYG/DXwbkB3A/s6H9fZfzPmka4/d6fvnXMQxFOWocAo4GTxOAbC9vb3y2G1hl7vvvpu2bbnxxhtXXr/xxhu54447dj3aHXfccV7bK4qiKEcTFbIOiOc+97k+jPnFL34xj33sY/kP/+E/APCWt7yFBzzgATzkIQ85r33efvvtdF0HwM7ODr/1W7/Fl3zJlxx4268E97nPfQ6kjw4rB3F+V9P1329/fOITn6Cu7QSyqire+ta38qhHPeqyt/cg2O85//7v/z7/7//9Pz71qU/xvve9j83NTT71qU9xww03cNddd/n+EHfa1T4Gvu3bvo0PfOADbG9vA/D2t7+dRz/60Ze9vYeZD/NEYlqSpIXE5VGtlxXuJmLt6s4KXVVhqeG53FjnI/SEYk5yjtf/CnCl7vmDEOV2E67OfE1FLOVqJ8sybrrpJuBngX8ZPH6W8XjMzTffzNbWln/85E/+5BVtr6IoinK0uJSJq9c0r33ta3n+85/PT/zET7C5uckb3vAG/953f/d3803f9E180zd9E7PZjIc97GGUZcnp06d5wAMewHd+53fykz/5k7zlLW/h53/+50mShKZp+NZv/Va+67u+6wqe1cFytj66Gtjr/K7V67+f/nj3u9/Nv/7X/5o4jmmahq/5mq/hx37sx65wyy+c/Zzz2Xjf+97HP/2n/9T3x1d/9VfzT/7JP7kcTb8k7Kc/HvjAB/KP//E/5klPehJRFHH/+9+ff/tv/+0VbvkhZ68SwvWcrJVtQnHlbGWE7PHaXgda53xErKPO3u6rEBWxlGuBoii47bbbqKozy4T7vj9jIZc8z8/Y7sSJE8RxzJ133rny+p133ulEsjO56aabzmt7RVEU5Whi+r5fX15IURRFUZRDzsb080zuPgZ3p3AHcPfa41TwM3xQA/cC28HP3coHw5+wKmytizZJ8Nq5BKtrVcSy/ahClqLsnyc84Qk8/vGP51WvehUAXdfxwAc+kL/39/7eriv9fvu3fzuz2Yzf/M3f9K896UlP4lGPehSvec1rLlu7FUVRlEvL1fIXpKIoiqJcU+yMboARmLvZX2mhZ32DlDNXINzLmUXw/FzizbkEq73+BDnbfi/XKoMHjwpYinL+3HrrrTzvec/jy77sy3j84x/PK17xCqbTqXeoP/e5z+X+97+/L038+3//7/NVX/VV/MzP/Axf//Vfz6/+6q/ywQ9+UJ29iqIoVxkqZCmKoijKEab/UjD/ld3FrN2C4BuDFYvO9idAjV05MAp+v1B2c2itH3t/ZXl2u8MmZp277X3/7ZehHYpy9fHt3/7tfP7zn+ef/tN/yh133MFjHvMY3vGOd/hA909/+tNE0TLy90lPehJvetOb+NEf/VH+8T/+xzz0oQ/lbW97G1/0RV90pU5BURRFuQRoaaGiKIqiXAWYN7N7WeF6eeECbLD7vSxLC3fcTykzfANwD/Cd7C3UrItS4e9nKzO8UBFLOGghawK8Arg/cCE5hGdvv4pYiqIoiqIoB4s6shRFURTlKkD0EvMv2NuN5f/VT1m6skIhJsWWEl7o/3Gdb7ng+YpYlwIpqTx9AZ/du/0qYCmKoiiKolwa1JGlKIqiKFcZ5kXsHfZ+CqxQFTqywtD3Haxjq3Tb7eWA2s2Rtddz1rZdf/18uBSlhXPOXW65G7ufg4pYiqIoiqIolw51ZCmKoijKVUb/cvvTfCtnBr6fkZOVBo958FrDMuj9IDgIEetSMbiAz5x5DipgKYqiKIqiXHqic2+iKIqiKMpRpP91lkJWwZqolQDD4MV0l8d66WHIuZxae3HYRKyDQUUsRVEURVGUy4M6shRFURTlKqb/HfvTfDFWzFrIO6FQNWDpxgof+ynja1j9c6JmKVbJzymwCZgLOodVUmzZ4zZw7AD2d3GogKUoiqIoinJ5USFLURRFUa4B+o+B+QLOEvg+YFlOGD6E3UStULTai48D/wn4QuA5F9j6dX4R+CzwbcDDD2if50OqApaiKIqiKMoVQksLFUVRFOUaob+Ns5QXppzpyBpwZpbW2dgtU2sMdMCJPT6zfsz9/B/bfd0+N/ex7cGjIpaiKIqiKMqVQ1ctVBRFUZRrEGPAOqq2Wa5cGK5aOA8ejdtWhKrQnbXbaoXr+Vq7rWAYvr4Xe4XNX4qVC/dH3x+Uq0xRFEVRFEW5ELS0UFEURVGuQfoejAmD3aW0cLdVC+fn2Nt6TtalJuVKiFkqYimKoiiKolx51JGlKIqiKIqiKIqiKIqiHAk0I0tRFEVRFEVRFEVRFEU5EqiQpSiKoiiKoiiKoiiKohwJVMhSFEVRFEVRFEVRFEVRjgQqZCmKoiiKoiiKoiiKoihHAhWyFEVRFEVRFEVRFEVRlCOBClmKoiiKouzKU57yFH7wB3/wkh/nN37jN/jar/1arr/+eowxfPjDH961LcaYlccLX/jClW3W3zfG8Ku/+quXvP2KoiiKoijK5SO50g1QFEVRFOXaZjqd8uQnP5lv+7Zv45Zbbtlzu1tuuYWXvexl/vfhcHjGNm94wxt4xjOe4X8/duzYgbZVURRFURRFubKokKUoiqIoyhk8//nP5/d+7/f4vd/7PV75ylcCcNttt/GgBz3owI/1nd/5nQB86lOfOut2w+GQm2666azbHDt2bM9tPvKRj/CDP/iDfPCDH8QYw0Mf+lBe+9rX8mVf9mUX1G5FURRFURTl8qOlhYqiKIqinMErX/lKvvzLv5xbbrmF22+/ndtvv52bb755121f+MIXMh6Pz/o4CH75l3+ZEydO8EVf9EX8yI/8CLPZ7Ixtvv/7v58TJ07w+Mc/nte//vX0fe/f+9t/+2/zgAc8gA984AP84R/+IT/8wz9MmqYH0jZFURRFURTl8qCOLEVRFEVRzmBra4ssy/blgnrZy17GP/yH//CStudv/a2/xV/6S3+J+93vfnz0ox/lxS9+MX/2Z3/Gb/zGb6y046u/+qsZDof8l//yX/i7f/fvMplM+IEf+AEAPv3pT/OiF72IL/zCLwTgoQ996CVts6IoiqIoinLwqJClKIqiKMpFcZ/73If73Oc+l/QY3/M93+Off/EXfzH3ve99+Zqv+Ro++clP8uAHPxiAH/uxH/PbfMmXfAnT6ZSXv/zlXsi69dZb+e7v/m7+/b//9zztaU/jW7/1W/1nFUVRFEVRlKOBlhYqiqIoinJRXK7SwpAnPOEJAHziE5846zaf/exnKcsSgJe+9KX88R//MV//9V/Pu9/9bh75yEfy1re+9cDbpiiKoiiKolw61JGlKIqiKMquZFlG27bn3O5ylBau8+EPfxiA+973vmfd5vjx4+R57l972MMexsMe9jB+6Id+iGc/+9m84Q1v4Ju/+ZsvdXMVRVEURVGUA0KFLEVRFEVRduVBD3oQ/+t//S8+9alPMR6Pue6664iiM83cF1taeO+99/LpT3+av/iLvwDgz/7szwC46aabuOmmm/jkJz/Jm970Jr7u676O66+/no9+9KP80A/9EH/1r/5VHvWoRwHwm7/5m9x555088YlPpCgK3vnOd/ITP/ETXmCbz+e86EUv4m/+zb/JF3zBF/DZz36WD3zgA3zLt3zLBbdbURRFURRFufyYPlzOR1EURVEUxfHnf/7nPO95z+MjH/kI8/mc2267jQc96EEHfpw3vvGNfNd3fdcZr7/kJS/hpS99KZ/5zGd4znOew8c//nGm0yk333wz3/zN38yP/uiPsrm5CcA73vEOfuRHfoRPfOIT9H3PQx7yEL7v+76PW265hSiKqKqK5z3vefz3//7fufPOOzlx4gTPetazePnLX05RFAd+ToqiKIqiKMqlQYUsRVEURVEURVEURVEU5UigYe+KoiiKoiiKoiiKoijKkUCFLEVRFEVRFEVRFEVRFOVIoEKWoiiKoiiKoiiKoiiKciRQIUtRFEVRFEVRFEVRFEU5EqiQpSiKoiiKoiiKoiiKohwJVMhSFEVRFEVRFEVRFEVRjgQqZCmKoiiKoiiKoiiKoihHAhWyFEVRFEVRFEVRFEVRlCOBClmKoiiKoiiKoiiKoijKkUCFLEVRFEVRFEVRFEVRFOVIoEKWoiiKoiiKoiiKoiiKciRQIUtRFEVRFEVRFEVRFEU5EqiQpSiKoiiKoiiKoiiKohwJVMhSFEVRFEVRFEVRFEVRjgQqZCmKoiiKoiiKoiiKoihHAhWyFEVRFEVRFEVRFEVRlCOBClmKoiiKoiiKoiiKoijKkUCFLEVRFEVRFEVRFEVRFOVIoEKWoiiKoiiKoiiKoiiKciRQIUtRFEVRFEVRFEVRFEU5EqiQpSiKoiiKoiiKoiiKohwJVMhSFEVRFEVRFEVRFEVRjgQqZCmKoiiKoiiKoiiKoihHAhWyFEVRFEVRFEVRFEVRlCOBClmKoiiKoiiKoiiKoijKkUCFLEVRFEVRFEVRDh3vfe97+cZv/Ebud7/7YYzhbW972zk/8573vIfHPvax5HnOQx7yEN74xjde8nYqiqIolxcVshRFURRFURRFOXRMp1Me/ehH8+pXv3pf29922218/dd/PU996lP58Ic/zA/+4A/y3d/93fzu7/7uJW6poiiKcjkxfd/3V7oRiqIoiqIoiqIoe2GM4a1vfSvPfOYz99zmxS9+Mb/927/Nxz/+cf/ad3zHd3Dq1Cne8Y53XIZWKoqiKJcDdWQpiqIoiqIoinLkef/738/Tnva0ldee/vSn8/73v/8KtUhRFEW5FCRXugGKoiiKoiiKolxdLBYLqqo64/W+7zHGrLyW5zl5nl/0Me+44w5uvPHGldduvPFGtre3mc/nDAaDiz6GoiiKcuVRIUtRFEVRlCuKMX8Y/Nac8X7fP+HyNUZRlItmsVhww2DAZJf3xuMxk8nqOy95yUt46UtfelnapiiKohx9VMhSFEVRFOWSsSpSXeg+/tc5t1GxS1EOD1VVMQF+DCiC1xfAj08mfOYzn2Fzc9O/fhBuLICbbrqJO++8c+W1O++8k83NTXVjKYqiXEWokKUoiqIoyoFizEeD31KgPo9PJ+zmyjr3MZdil4painI4OAaE8tHc/dzc3FwRsg6KL//yL+ftb3/7ymvvfOc7+fIv//IDP5aiKIpy5VAhS1EURVGUi2ZVvFrnfMWsi8OKWvZ4ff/ky3ZcRVFWGbAqZJ0vk8mET3ziE/732267jQ9/+MNcd911PPCBD+RHfuRH+NznPscv/dIvAfDCF76Qn/u5n+Mf/aN/xAte8ALe/e5382u/9mv89m//9sWdiKIoinKoUCFLURRFUZQL4uzi1eHAmPchDq++f8oVbYuiXGsUrApZ/Xl+/oMf/CBPfepT/e+33norAM973vN44xvfyO23386nP/1p//4XfMEX8Nu//dv80A/9EK985St5wAMewL/7d/+Opz/96Rd+EoqiKMqhw/R9f77/piiKoiiKco1yceLV+biyzr+8cO9jNWe83vd/7SL3ryjKXmxvb7O1tcV/BIbB6zPgbwKnT5++JKWFiqIoyrWBOrIURVEURTkrB+e8urwlhmfDmN9xz2r6/puuaFsU5Wpl3ZHVXamGKIqiKFcV0ZVugKIoiqIoh5eDLx9MD3h/++Hs/29nzFsuUzsU5dpisMtDURRFUS4WdWQpiqIoinIGRyH/6uJYXR3RmDdj3VnPuWItUpSrjXVHVnulGqIoiqJcVaiQpSiKoiiK5/IIWFeyxHC3Y4tLrMaYNwLQ98+/fE1SlKuUdReWClmKoijKQaBClqIoiqJc4xjzJ+weri5/Jlxs8PpunEvMWnVMXfz+w/2F760/b7CC1i/4T/b9LRfRDkW5dhmwGvauQpaiKIpyEKiQpSiKoijXKFbAgrOLWJeTnwTuBn7qgI5/NjFrt99DwrLDnweg77/vANqkKNcO4xw2zPL3vgfKK9YcRVEU5SpBw94VRVEU5RrDmD85h4h1UHwK+Fngnj3eXw9+/79YIWuxj32fdvv+03Nsl64dJwle341QQKtXHsb8a4z51/tom6IoAIP8zIeiKIqiXCwqZCmKoijKNcSqgLWXiHVQbqw3A58B/ss+t/8Z9xjvY9v3A3cCv77Pfe8mZp2NmmUfrT6M+Vf7PKaiXNukGaR58MiudIsURVGUqwEtLbyC9H3Pzs4OGxsbGGPO/QFFURRFuUCWAhacvwvrQvOqng/8LvANZ9kmLP/bPI/jPhWYAk86j/acT8j8Mi9rN4z5KQD6/sXncXxFucYoWP1v8+5KNURRFEW5mlAh6wqys7PD1tYWD3/436coxgwGA6bTKVEU0bYtVVWRpimj0ZjFYs7m5iaz2Yyqquj7HoAkSRgMhsznM4qioOs6oiiiaRrm8zmLxYI0TZlMJgwGA7a2tmjblu3tbfI8p+97yrL0nxmPxyRJgjGGruuoqorFYkGe58znc4wxpGnKYDAgjmPiOObkyZOkaeo/Y/eR0jS13/dsNqMsbShCFEXkec7Gxgbz+Zw4jun7nrZtiaKIJEnIsow4jmmahsViQdd11HWNMYYsy8iyjKZpSNOUtm0xxnD69GnqumY0GhHHMcPhkMlkwubmFmW5YLFY0LYts9mMKLJ/VQ2HQwaDAcYYFosFTdPQdR1N05AkCUmSEEURo9HIn2cURezs7LBYLCjLkuuvv973RVmWZFlGXdd0Xef70BjDiRMn2NnZYTabsbm5SVmWtG1LktjbsKoqbrjhBk6ePEmSJF7oPHHixMo12traoixLJpMJaZr6dsdx7PvVGMP29jZxHPu2FEUBQF3XjMdj5vO5Hy+nT59mc3OTjY0NmqZhY2ODNE05ffq0v/51XVNVFV3XYYxhOBwyn8/p+540TSnLkq6zf6HKOABYLBYMBgO6rmNnZ8e3dTy2Y75tbfRr3/cYYzDG+DE4n8/Z2trCGMPOzg51Xfuxb4yhKAqSJOH48ePs7OwQx7EfR0VRMBwO/XnFcczp06fZ3t7mnnvuoWkav+10OmVzc9P3z+nTp4miiMlkQtM0ZFnGeDwmTVPuvfde0jT1bZRrWFUVJ06coCgK/uIv/oK2bYnj2PfX1tYWXdeRZRllWTIYDKjreuXzMtb6vmc2m5HnOVEU+b6XcRtFEVmWYYxhOp2ys7NDmqb+WgyHQ2644QZuv/12/z0iY7YoCuI4pigKsiwjTVNuv/12RqMRZVn6MSDXKY5jjDGMx2NOnz7tr73czxsbG1RVRVmWzGYz/73UdR1933O/+92PJEn43Oc+57fN85zZbMZgMPCP+XxBXdvvtizL/HbGGH++d911lx8Lw+GQtm0pioI0TcmyzN+7Mg63t7e57bZXXaqv8CPBqnglnEuQOog/DWQfNwLPPYD97UYOfMs5jr/bua6Hu69TsxSxhL37zJh/4Y+nopairJEBcfC7pr0riqIoB4AKWYeAvu+9kGOMoe97P8lOkoTZbOonln3fe6EriiKMMcRxRN/3XhSSCR3ghZgsy/yEWCb5RTFgsZiTpqmfbPd97yehMoFM05Q4jr24ImKDHEO2qaoKsIJMOJksy5K+7/2kvqoq157lPmXCLO2Tz9Z17cUJORf53faFFbsAL4B0Xef3ZfvX7kv6NxTBwmPJ+ds+jf1n5Jy6rvNizWQyoaoqP4EX0Uuumzzk2kZRtCICrYtmxhjqumZnZ4eyLL14V1UV0+nUizeA/6z0iQhmIhyAFZJCoappGqqqYjQaefFJBC4ZT2VZ+rEwnU59H0o/imtQhLksy1bGYZIkwXWJ/LgLr6+MT3neNA11XVMUBU3T+J+h8Cb7HwwGFEXh2922rb/WbWvPXdomoqWMofl8Tp7nTKdTqqry4qmcowizMh7kHgrbEIo6xhgvEMl1qqrKi6SyjfQFQNM0/h6U6x5FEfP53Pe9McYLRHmee6Epy7IVwTNJkpV7Rcas7Nee82Llu0KOJ+MjvNfl2olgPJ/PfVvDayjHnkwmK98xMn6MMcxmM38viEgqYnF4P9V17cVAMDRN7QU7EeLl3JIk8cKvjN2yLP31kPORfpCxmWXXbg3L7gIWHEwe1nuBjwAvZHchKFl7fikzuM5FKGj9Mtbx9Y3Be3sJXbu9fm4nlxW1oO//yXm2U1GuUgpUyFIURVEOHBWyDgGhQCCTbGMMeZ6vTJ5loiaTU5nEy+RV3Emh6NF1nXdqyOdF1JBJeFmW3vnR972fFIoLKBR2RPgQoiheEVJEBLDvRV4MCCe6Inw1Te2PJ/0gx5LtROwIBQD5vG1v50WToihYLBYr4p20SYQXOX8RLeQhfSYimTyXayP9LSKMuGPEBSXtzvPcu2ukv0RAE7GrbVsGg8GKsy5NU+q6Js9z3z5pt7iWwnOR/hWHnBxfBAe5tqHQlaapvxaDwWDFUSSfEVefOJ3E8SKCo7RRxtL6saU/10U66Xd5PzwH6edQrE3T1Pe7OJPEvRSKc3KOofuvbVt/LvJTRCERPUP3mNw366KQHaONvyfFpScCiYzD8L4LBWkZh+HYkPMX8VPOX8am9KEISnme+36UMSe/i1MsFJdl3Nh2LPtyMBgwm828KBmeq/weXgvZb3guIqgB3jEl9630V1VVfmzJ2Jc+Cl2koVhuj7n8PhS3m/RxKLIuv3eile8HGbciCC9F7OV34bXCxQtY+/mz4BexNotPAI/Yx2cvRsw6KBFsAbwTW9f0jefYFmyb5SFh72dj9X1jXgqkKmgpypDVr4YrqWsriqIoVw0qZB0CrNsppetaP1GXSb8ICCJaiVNHJmjiagARrVYntiLSyGt5nvuJuXxOJpsiEBgTISEGocNHJv7AisMoLPWSn+uCmxxHBCQ7OU5XXBqyvW1r5Pa1FD5WPx9hTO/FCRFwRGQTl4a0QwQPOSc55/XjhqKWHFfEDxEJZB+yf7k2sp9wn/I8FJhEgBFhKBTLwjI7maiHrp5QjJKxIceS/YgbBvDHCt1+oYAniLtHxEIRqMJSPtln6MQTYUd+l591XXvhY931JtuEY1CuYdg34TWX98PSMRnHIizKPbMcbx2LxWKl/+bzuXf7iDgi5y7XSc5ZynjDvpefIu6IM07aLmMrHCehEBxeH/mMuA6l7SLSLq/pUiiSdkq/h6LXukNSPhO65mQchyW84rJa30YEO+nj8LtExKKwrXK+4b0RuvFE5JVzX47x1X+Gwv3L+Jd9yfiT3+Xek3LE0J0lx7lWMOb/sLfYctAzx38I/B/gC93vR+FPiTHw3cDgAj9/PtlaQu0ELej7l17gcRXliJOz+hUR77WhoiiKouyfo/DX5zVBXVcr4oM4WfI8Z7FYnDF5lYlxWC5knVVLkUMEjCiKvLsrimJfRjUej31WlrhzluLXevvsH/DicpJsHjm2iFoyqZTfZVIvk//VkkRDHGfM53M3kY6ZTCau7ZUXkcLsH2mDCEJFUfiJr3V+ZDRNTVEMmM2mZFnu+0om6jLxDkW1sNQqFJHCPpRyLskvk+sTOsBkoi5lbKE4IJN66UMR4UJBJywDlXYlSeIdSZubmysTdhFwZN9t2/o8syiKvEMtzBcLXXpyzQDvfAGYzWa+jyX7S4SVsNxLxl8o1khG2GAw8KWMkodU1zXD4XBNcGpX+lzEWhmnoRAn+VJyj4grSfpBroV1PNkSt+3tbWYz6Y+577f5fM5gMDjD0SPHkvJEyZVLksRfv+Fw6MvbRLyq69q3SfpExJj18ti+71ksFsRxzL333svGxgZbW1u+P2RsDQYDLzIXReEF5DzPfSZYWC4o1yS8ZyS3TQQuKfOT/LCTJ08yGo28S1P2J0JYeJ+EoqGIhOLS6rqOPM/Z3t4G8PealPnJcaVfxKkVx1aYDssEZf9hWWM4tobDIUmS+J/GGH+dZPuwvPRqZ28XFlwa+8Mj3OOg/oS4XALcU85zn1JieLbVHfeHClrKNUuBOrIURVGUA0eFrEOATDhDIUXcIiI8yGQtdHbIBDp0o/R95wUKEZ9kAi35M+E+w5JAmQTHcUTTWJFBJuChEyZJEhaLBdPpdCV4HZZuHNm3iAvrpWfiNAnfg37F3SMuDhHzZAIMJnB1JStlXzZjCNI0cYJX4o9ZVTVxHPkyKRH3RLyQfpvNZitiUtu2vrRLJuehyCRCmggUImqEZXginkkfi/tNnCOAF5HEbSICRl3XbGxs+NIw6YcwKF1K5yTTSFxbYfmciGWwzE6TtooIJ+NQxLXQKSTChYyXMJtMxl+YeyUh8bL9uhgmpWlScgpWEJ1MJn6fchwp3wR8iP2yhK71z8WlJYKjtENEsFDgm81mKyJmWHoq/S7ZcyLWiItpPB4zmUxWynXlfpEyV3EdyRi2QlLGaDRaKXeVfUpJalhKHLr05NrLWJd7W4RJEbBC8SnLshVBTMauCGXrTke5/jLOZQwAXtSUz4fnG7qkQsF4WRIdkSQpfd8Rx0uRXfYhoqDcY/P53H+viStuPB7Ttq0XuGRcyTgSIbGurZgYLjBxNWIdWHCwItD5/ElwVP98kDLH83FYhSWGF4cKWso1R8ZqlF6014aKoiiKsn+O6l+iVxWhw0omciJ6SHnPMtspoetaL1LJpDt0GoWTcUFcLm3bMJvVK7lYMpGXCaIVdfBOkrDMTI4D+NUBxS0ibRIRREQCEeRCscu2fRnaLZNecVuFbp31srO6rnymzmKxWJngh3laYQi4/XyNDHkRZqTvJTMpFGnCskQpMxOBS0QHaV9YViaTfFiWWslDStrC0kzpFxEwpY9EpIzj2IfLnz59mjiOmU6nPrTdinflyip8YXle6ARL05TpdMpisQBYcYLJ9Q7LHYEVcUyOIddGHDqh8CUiXCiyhsKNuMDEBSXXOnQhhs49GSNhfpMggpME4Ms4CYWU0Wjkc7JCwUzGpYiQcgwRZ4bDoReH5HwXiwVVVflQfum7pYiy7Dvps7CUz5hlGaWcx2g0YjAY+H2FY9/mqNlzLcuFv48mk4l32zVN48VAOZew3LhpGqbTqb92EqIuoqQIjCL8ybgwxvgxL6JxWEa77hwMHVgi8Mo55HlO20rpZ+u/40KRWNpuzHI1ytCJKoKilH3K8eW7c2dnx4mZ5Yr4erVxbgELLo3lIdznpfzToUNK2/cmPPfdwuYPkoMRsNZRQUu5ZshRIUtRFEU5cFTIOgRYMab3y8mLcCBlS2EZ0mw29Zk2MmHM8xxYzTCKoojRaOQnqaEgZYzh2LFjK04ueS5CFuBXCgsDlWVfw+HQT3BFbAvDvEVgkInndDr1k1oRjdI0ZT6f+3I4CT8vy9JPqEUgqKqK8XjshZnQHbSzs0MURcxmM19qFMexX8VxPB57AUkm5yIkiPggQoa4rKRPhKIovPAwm81WxJc8z3253Gw2A/DOltBlIqKBTPBHoxGAL9NM05TNzU12dnZ8G0XskZXgxDUl5XMScC9uO7k+4jCT6ydCpmRCyThp25bhcLgiJMg4AvzvsrIgwGQyYTQa+TKyMDtpOp16ccWWBibe+SSuoHD/w+HQC6HhqnxhSaWIX30PSWKv66lTp7wQJWNaxu3GxgZ33323dy6J0CZOpclkwsbGhu9HuZfs9TXUdeVFKzkPEURESBPBS8ajOLA2NzfPKCmUMS9iUJhZB1bAvOOOO7j++utXhMAss2628Xjk3GHLxR1ElJNyTblW0n/iApvP54DNBhuNRkHpcM9gMCCKIra2tphMJmRZ5l2WIrbJ+YXuKOlrGT9SuijlgtJv8h3SdZ1f5VBcpTIexSUnY6NtWyaTCYPBgMlk4vtVvkdCF6fsWwQtua+SJCVJbBm1nP/VwFLAgisrYl0oHXa5snXhaf1cfgg4DbyKM/Oswm37PfYH+/vT5nzFKSkzPFhRSwUt5aonx7qyBBWyFEVRlANAhaxDQBj6LOWFMlEsisJPxGWiKYJUmGEkgkOY8SQlbyIIhOHPVgQZeFFJ3CNhmZgIG+LqkFXgrBhjHRAibkyn0xUHEyyD6GV/ofAgLoowqyksWxMBS1wvYci0TMBD500URWxubnpHUSjIhTlhsHTESAlYmMEk7RfRR84jLBWD5WqQIurJZFsEMcm0Go1GDIdDXyoqK7slSeL7Mzw/EVjCci8RsEQokf4OXTwiypw+fZpjx4753DHJusrznDRN/f6tQ6b1Y+bUqVMrbiQZP/Jc2iElXlEU+dJG6RMR2YbDITs7O2xsbLjSwtbnGk0mEzY3tzAG7woMnXpy7nmeewHS3gs9UWRWxB8RBsPyxVBEkvEl7iu5lqFrLnQbSV5W09T+2uZ5zsbGBoAXLEU4lRLbUEgTMU7uT7nuIhaGGV5VVVEUhXfZyTVeCscD0jRZyeaSsjsZc6GgJddEviPkM2CFWBGrxuOxH9NpmjKbzRiNRl6QzvP8jPEeZvHJtZLvKlmAQNon7jf57ObmphcCxVEq321yn4YivvRnVVWMRiMvkIkYXBR5IPZlXriX6y/fGXG8FIuPKqviFZxbRLlYwanh0oTZtMAL3PPXc/aZbAwY9whZP/eXArcDrwC2LrqFZ0dErEvjzoKloAUqailXGetC1vqtrSiKoigXgApZhwA7KV6W44ioIwJX6GCR7cV9AMsVBUOXQpj9A8vVB1fFpuXqhrK/sFRHPheKN0snyTKAWT4Xtn1ZSmVWXl9m5qzm7ISlYCJorGcFybbh+Uh7wzwhEcKWE2/j2y8/Q8FO2rJ+3oK0UwQvEYDCcjkR1sLjhzlAIlCEbRDn2bLUsvGul/VyS2mrOKxE6APrwBGxU66HZAfJNuLaEedVuA85J+nHMJMtLCcN86jk3GT7UFgUR054PUJXz2Ix99uHK9jJscJVAG0/xPR9S9dFPv9I+iwcQ3Ic6fv1clVxDYmgGYakh20NH9LuMI8rvGbSVhmn8lwEs7BsVPoqzJICdl35z7ZrmY0VfjYUvcNsKbl+63ltMqZCd2a4jQjG8tlwnIbbiMAenmsovIXjMfzeGA5HK6XB4fiUaxiW9C7z/nrqWj7TEUWGqqqJojC3zubeyfeAtC28348i+3dfCQclOPXAm4CHAI89x/HO588Hg3VX7WcVyZ9y24Vi10GKR80ez4U7gD8EvpLVHC0RsS5k9cLzQ11aylXFECtmCTrzUBRFUQ4A/efkELCeMyMTSZnghrkzoVtGPis/JdA7LBeEZd6NCBRxHPsVz2SCLk4ccZWEk0ARFMTZIhNOyQsSMUH2LceSSWnbtt5pE4ZHi2slnOSvTz7FsSHOj9AJJSVUURRTltbxIRNlcddYJ8eyf+Q4sq30iXxOxA4RGmTbJElXsqek/0MHk5ScST+JCyoUW2TSHwplsg+5XmHItjh68rygaWrvmBHHlVwXcW0BPq8sdHXJuJJzDUPoAe8WE8Slt8waWwo2YQB5OG7EJQNL4SYU6US8kH2I4BFu3zSNH5vieJJMJxErdnZ2vBAj94X0a5iBJS4lOR8RfEJRTVyNUoYp24r4I20O3X0ijq2Kbct7MhTEpFQvLEUMV2KUHCfJ45K+kvs4y5Z5b+tjMhSH5Jyk/VYUjLx4FZa1hkKTXDsZf2E2mrRVhN5Q0JSfsn0oQoqoJvtO02UOWyichyskyvmEbbWCZOvOy1AUOcYsxXhxNS4Fs6F3mEo/hfs/Cuwv/2qdgywl/CTwLuDtwBv3cdz9/gkRAb/AmW1dP8+GM91Ye/XFS7FOr4v9M2Z9/29y7RgDj2dZulivPb/0GPMvAOj7f3JZjqcol4SCVSFLHVmKoijKAaBC1iHATo47P9nNspzFYu4ntiLAhO4YmaSJW0dKoyyGrmv9pFXKo0SokRwasOWBErCdphlVNVlxQEnIct/3HDt2zAs1oWtHJshSmigT71AMEGFlY2ODra0tn/kkE83t7W1msxnj8XjF2SQlejKRn06nXswqy9KXnk0mEy9KhG4cOX44uRUBQ4SAsAQrzwvKsvQla1KOORoNvbgj+wBWSr7CVeEA30eSSyUB52HJ5XA4ZDQa+cm4BOiL2NF1HYPBgNFo5HPS8jwnSRI/cZ/NZr6cC2A8HrO5uelX1ZOHiEyj0civgigOHwn1ln7IspzhcMDp06d9mWnotJtOp2xsbFAUhR8fkpUk/STnJNclXH1PRJcsy3wu2HA49Pljfd97oXQ8HrNYLFaC9cMyRsnXkjEmjjARVCTUX/pcVsGU1fzketr+rEiS5UqA6wKhCCdd1zEajfyYkhJVuU6Sz1aWpb+mg8GA+XzuyzplcYXhcOivpQiVWZZTVaUfiyLKSZ6aZGCF5Z8ihIvQKwKflIBubGwwHA4xJgKWuV7SlxCWd3ZkWepFZ1kxE5YrXvZ979s+m83Y2Njg5MmTFEXhz1n6Pk0Tui7yGWWyn7A0U9q/sbHBvffeu+K07Lpljt7m5qYX3WT8yrHEjSffOaE4e5gx5k8u8JMHnYf1BcATgYefx/EP6s+I3c7lbIKROcux92qXHGM3AU34RuB9wBetbbMuaF0OMcseSwUt5UiTsypkKYqiKMoBoELWIUEm6OIgEqeJTO5kGxv4PltxRIQlVNPpFLBigYgnoSshzAiSAOrhcOiEHev0CEUZwLuKJPxdBKIwYFt+D7OUwjyosPRRwrXtedlzk3MoioIoiphMJsRx7DNuZEIuuUBhGZEIP5L9FTrE5vP5SpmlTHRFpBDnh0ya+37p4gjLJWezmRd15vO5D6uWtoSuGBFQwnIvcYosFgu2t7e9KBMKY7K6nDhkxHFlA9Vj6rpiPp8zm804derUykp1UvIm5xVFNnhenFIiLIqIVtcNbbsMQ5c+XrquluVmco3ld9l3VVVeYAoz1USElLEaBu2HJY593/tFDaRvJpOJd+BJrpIIFBLwP5lMfEh8GI4+m818++X6gA2nF4FTRCcR/9YddnJvLBYLf76nTp3y41P6IixlC4Ud6cewv0IXoLRDBFARrkSwjaLIr0Yo5z+bzXxJaXgdwxLPcBEFeYxGI38sEfasiFb5eyEsDxShVF4Xl6MxxguM4h6TPpf3RJguy9K3X66JfCeFfSsOsHDlTREgsyzjrrvu8oKtXIs4jjl58qS/z+U6SBbceDz2WX2ywqaIkIeVCxew4NKEuscss6z2Qwt8BHgkZwaz70bC/tt9sUKRHKcD/i9WpIuD/a4Ht9fu8VC37W4rI4aurINo4/lhzE8B0PcvvqzHVZSLIse6shRFURTlADncf+VfI1hhZ+gnyjLZl9IwKX0KXTkyiZbMn1DAEWFBJt9N03jxxTolEh+mHWbpGLMM9Q5zcaTETEQLKTk6ffo0fd97gamqKr8/cfZIyLoITVEUsb297Y4Bfd/5yatMhCWEWtoggpiEgIvTRALEwwyp0WhE0zR+UivOEJmch64t67QarbifRBSSEHtjDJPJZGW1uTBcfz2rafWaLsPfQ9eLOIK2tra8o0rK9cQ9E14/K5pETKc2/FoEECnXlJLLMPdrZ2dnJSxfSu3EySbOvDDLSZw+4tIJy9XC6y/CzGKxWFk9Miw729nZ8S5B6Rs5Hym5FOFle3vbj1sRAmXsA748TsadOJ1EVFz2UezbLoHlYZC7CGtghWK5l2CZYSbtAOuom8/nfrVOeU3GkfSNuM3EHRjmg4noG8d2BT17XWPqeuZfF8FL3GHS93KNi6JYybWyLsGMxWLu2y6ipwg3ct9Je2TMiSAEMBgMiePIh9eHZYsynqQt4n4Sp52c73g8XlkEQvovFPGSJKWuK9I0o2lqHywv32nASsmyuCHFgSrvh/dO6Dozxo67EydOeCcbGKKo8206jBw+EWs31oWadYfbrwLvBx4N3OJeu5A/K85Vcngu1gWmkP8M/FfgMcBzdzneuqC13pZQfNvtGJdXzAIraKmYpRwZ1h1Z+4nKUxRFUZRzoELWIUAmhSIibG9vr6waFrolZOIrk1HrcEp9iHc4IR0Oh76MSyarItoMBkPuvvtuX/YmmUGj0YjpdLriJBLhRI4tLpLxeLySLTWbzbxIIcLRsWPHyLKMyWTinTwivkmZ3Ww2YzgcAnbCKm4aEbKkVOvEiRMAXlgyxnD69GkvsjRNw8bGhne1SH+E5Y+hQCSuFNlOHCLilhEXStu2vvRN8ntEQBPBTtwpYU6TOMtEjMvznJ2dHV8COhqNvLB2+vRptra2vJNLRBFxm4g4IqsQApw8edILe/fcc48XdMKA8bIsvWNIBLKu65hMJl582tzcpCxL/7kwq0wEm6Io/PmfPHmSEydO+PI/wF93uTYyfmSfWZaxsbHhc6pklUwpFxPhbzgc+utXVRXHjx9fER+tg6tiOp2c4cy77rrraNuOra1Nbr/9dt9n4jobj8eMRiPm87lfSU/Gchj4L/djWNop10PuPRGX5bmMn7Df8jz3ZbSLxcLnZd177z0rKwPe73738/d8WM4o10pWoZzP5ysCb13XbGxs0HUdp0+f9oJyWZZsbm4SRctss8ViwbFjx1bcTJPJjr8OVVWxtbXlvyfCwP2wnFO+Q9rWrggoAppco3CVQHH/nTx5rx+b0mYRJ0UIlnEk1+rEiRP+O2M0GnlhS0RFe78t88OKouDUqdPMZlM/rmUcXX0ctIh1PkLMukvpUcB7gC8JXr/YcsMLFYb2+txfAipsueR6aWEoYtWcvW/PVqZ6qcSs8JjJHq8ryiEnY1XIOrrrcCiKoiiHCBWyDgG2JKlfmSzKhFhcBzKBBPxEd7kCICuOmHClwHD1OxFY7HvLlerEBRK6s8LMHdl3mmZ+chqWWYVlSmHwtbie5LmcC6yG1IfB07uFZofh2XI8cbuIcBSeizi8ZB/h++GKcaHgFAasi4gGyxXVwrIxEZLEXST9sB6GHYbbi5slLKuUfpTcqzD3SEooYSkSiSgkfRhO2MV9JNtLm8LyKul/cehI+8StJNcrLPGUcSDtWg+QD8tH5fxDp5gcV7YVoVD6KVwJL3QBibgEy3DwZQlg769D3+Pa2BLH1jkRLhgQusVE2Aoz2EQEWeaqLR12Yc6U3H8i6IZ5UXKOIipKv4buPTl+eA/L5+SekkfosJO+k3Eabi+fl3tePi/nFccRbRv5vhIXngjSocMt/I4JXw/z3sLrKtcvLEEO2yzjZrdg+LC98jm5v8LvgfB+FBEsXM1U9hF+PrxnZR/KXlys+FIDX4wNcV/nbGLW+ZQXHgRfCLzCPV93XtW7vL7b79LmcwlIByForR9DBSzliDNitfL4aK3BoSiKohxS9K/8Q4DNplqWc4Wlc1JWBPhAa5mcZ1nmy5PCCWw4UZQwZREawsmklAnJxDHM0xLRQESEMGNIXCmyOl8oKMkqb/Ic8AIMnCkMSZvD7eX8JNcnDPkOM41ke5mUh5NZwOcIhX0on5V+lNelLbIfETrCNopAFrpvxBES5hXJxF0EB+k/yYUSd5hsL44e+ayUpUmfShtDsSJ0s8h59H3vs59gNeNLXGFShimfE2fPfD735yqP9dUvQ1FhXSwSwSwUKGRchYKn7CcsQZXyxFCYkEy0KFoKI+EYrevai5Ui5Nb1Mtg/FH8AX6Ynr4cijbRLcpXa1nhnYHg/ilgVrrYoIty6kLIUM7uVvpD7WMZxHMdMp1Pm8znD4dALRVLeuhSlEi+UWUdjxnyerJTwRlHkFopYeNFtKYgvx0wotsl4lnslvD7h2AozwmRshuHy4YqiYeacONrCjK9QBJPvORE9pdxVxpJckzTNfN+F1xDwY7uua+9KE9FQxvXVhfyzvZsY9CfA/YBjZ/n8QbqHzlZ6KO07258ZEpp+0OJWuK96l9fC19ff36t/wjaun9N6+PsMuA34y7tsG35mt2OcbRv9k005gqxnZKkjS1EURTkA9K+iQ4JM8mBVgJBJrJQqhWJKKByFbohQ7JnP5yuTeHlfHCWhsyR0kYSuJ5m4G7N0koSZUWGul4gcIpKFYo2cp0xGZcK+7oISMSIUlGQSLe4f2TZ0g8j+JA9K2hW6cuTcQzFGhArAlyGGTibJrhJXmrwmk/JQGAidUTKxln1K2VzogBOXlog6w+HQC1hhLhDYCbvkXImAKf0k4hXA1tYWbdthzFJUkXJOyVza3NxcCb6XvpT2DIcjmqb21zLM+5K+EGdZ2FcyTheLhWvTMlcpdPuE7jG5VqGgKQ62xWLh3w8FKhlHIohIVlLT1F4YCV054/HY91e4yqSU+LVty+bmpssr60iS1m8nYspwOGRzc5NTp06dcQwR3obDIYtFCfTehSVOtdCxJvl2so/QLSjtEUeaLfPrVgQlcVmFGW1WmEr99ZISVinllLaKQBYuVJAkKdCvuK1kLEiumIhocq2lrZJ5Zd1zqwtVSAlieL/KtZT+FbFL7k0R2MIMrMGgIE0TP2bCsHcZD6uloQuiyPh753BysSV465/9E+CV2Fnjv97jM5c6z0n2fzZB61yC1eeB08BDzvPY5xKv9nJdnW2bdeQcana/diJofQD4C+Ak8JQ9tttr32dDHVnKEWQ9I6u9Ug1RFEVRriZUyDoExHHCxsYmkhcurh2ZCKZpyubmpi+lkpDwu+++2ws1o9GIzc0t0jTxOUR1XTOZTBiPx2xtbbkJd+LFhyzLVoKexdWwtbXlA7irquLUqVMMh0O2t7d9GZpMlCXPSQSmsDQudGncfffdAAyHQx/IHoZxr69gJqJQ6ISSlfIGg8FKKVtRFH5SLO6WsDQOWHGJTCYTtra2fNC5CCGyDxEGZTVH27ebPnNHnDNSqiViR57nbGxsYIzxYeeS79O2LTfddBNlWfrQb3GLyPWV8HqwQdxlufDCkbwn/S8OtclkwqlTp3z7rr/+et+Gqqq47rrruPfeeynL0n92c3OT+973vtR17TPItra2fDtEkJGwcxE2JNfo+PHjPnNqPB7z2c9+1uefiWi6sbHBeDx2K9dlXgQRR1gcxz5j6fjx4368S9lfFEV+dbz73Oc+vi2S3TQej31fiVNJsr+kHZLhVtc1N9xwgy+pjOOYU6dO+cwsGSd5ngfZSokTRjvSNOHYsWN+7E6nsxV3ogTwHz9+nMFgwGQy8U5IyXkSsSrPczY3N/35iKgq96cIewDT6dSJkJV3P6Zp6l1HIiDN5wvvALMuzoEXRUUck4UYQMLpu5XMN+j9PSJh68eOHWNra4uTJ0/6BQnkGoq7b2Njg62tLW6//XaiyBBFMVFUeyEyz3O/oIKstjqZTHyOV5gfJ8690NUl977076lTpxgMBj4DT4QrY4wf3yLQigh6uNmPa2m/3A9bv/Nk9i8aXSp2C1+vgd/CZlU97CyffQnWsvFTwNYe2/wF8EHgr7vj7JZ9Ff6+l0B1LhfWXoROsnUS4ItcGx/FsqbqQsUrRTniFKgjS1EURTlw9K+oQ4Jd1St1E8CcrusYj8c+qHlZ1tP4IGpxk1jRZUSeW7fQMguppyhG5PmQJMkxpiOOraNjPp8zGIwxxjoehsMNsizj9OnTVFULiCsL+j6irg1FkVPXHfN5RdcZJ7R11HUHxAyHNmi9LEvquqPvjZuotzSNBNdnjMdbnD59mrJsXLsSFouaqmr95NqYmK6LKYoN6rohzzOMyem6U3SdAWLKsqLvl5laSRJjTEJRjOi6hDwf0HVzFouOJBk6h0tPno8xJqeuoSwb4njp7EiSiCQZsLNT0nUxTROR54V73tP3KYtFSVXhHDW2/8qyJ44NxkRORII0HVJVPUli++Tznz9JnmdMpwu3upqduGeZlEP17OzMvYunaXratqcsG7Isp65boCLPc2Yz63iS/qvrjjSNqeueyWTOaLTp8qgginLG4xFRlFDXDVlWMJvJtY3puows28SYhKbJmc06ynJBnufM5z1ZFrsSxIi+N0RRxnxekmURs1mHMQOXLWX/Oq0qMCZjMikpCjt26rplOp1T160Toxr6PqFpDKPRiMmkZDwe07YSIN/Stju0bctdd51kZ2dB08gqix1ZlrrrGmNMT11bJ15ZtsznDVHU0zQRfd8xnc4oy7sYDAonDGZAhjEZkNK2VvTb3p67hQNKqqphsaicEBQ7kbTybW7biCwr6LqEOM5IkgJjMsqyp+sSui4hTROiyOaeZVlPluVORLL9aH+mZNkIYxJms4quSzh9eg70bkzFzGZT79isa8NsVmFMzXg8diJUQhQVzOcNWRY5UbGm72dudceM+XxBlsWkacxsVtO2hp0dWXGyx5jMObMyskwWkOg5eXJCVUHXJTRNR9fFVFXrhNiKtt3x3wmDwcgJXjFxnAIJbRsxmbQkydC5xQrm84g4run7nLJsGQ5jLyqDFYVlMQJZjEEcnyJOWZFLVpJcLgoh4vZ6LtfhJBR7GuAO4L8B3wIML2B/x4CfW3ttvWRPjrebcHO29y6EdTHrT4HfAd4GvG6X7aWtjwfuBI6znPGui0Cvxdo6toCvCI4Hu2dfnU3QO9/zDfOy9hKzHuoeCcu27+Xg2o1PAP8R+JvYsPorJUgqygGwHvauw1lRFEU5AFTIugje8Y53MB6PefKTnwzAq1/9an7hF36BRz7ykbz61a/m+PHj+9qPlMMtVySrfaaSuC/atvVlZ+JKEceCFa3qlX3YsrmEtk3p+5y2XQatG5MRRTltG9F1mRONMqAgSVogxZieroM4NtjqnISi2AI6+r4kTTeYz+cYA2kaOXePrFbXkiQxdV1hBTHcZN2QJAMWi5a+TzBmQNP01HVP12VE0cCJIh1N02GMbW9d9zRNRxxndF1G16W0bQpE5PkGZbmgrhu3fQG0xPGIuu5o24w03aBtF8RxhNW8Svo+J02HQE2SFCTJwPWr5JR1RNEGYKgqw2CwgTE9xnTU9dy5zjq6LnUlT4a+L+h73IS8oK7nGDOg7wuapsIYK3y0bUrXpfS9uMRS2tZOjPJ8RNfNnZNtSBR1xHFBFKV0XUuaDsiynLLs3Ln2ZNkmEGFMRlV1jMfHgdQLiF0HbRu7dnZUVUzfj2nbyolZPdPpzDntNuk6nOiVUFU9dR0BWZB1hRMRNmmahKqa+xI1YxLSNHYlrWMgo+si52A7RtvOiSLo+9aJPZtYUami7wuX4ybC5JCmWWDMEGNq4rgjimy5bNMYd71j4jh3paERYEhTyWeypXnQkufHSZKMqpoxnRq6rnD3xtCV1dbk+fV03Yy+j4HKjf+YOLZllnk+IM83iKIOSEmSAVU1o2kimqagLO1KnovFBCuQRW6MZK7MsKNpYrpu4ERpW1536lRF2yYkSUHfx6TpFlUlIqlZWdEzjhNXxngdXWdIksKJ03Z8p+kAG3yfkSR23Nvvjoy+b4mixDsph8MRXWcdX7akL8eYmDju6fuItk2dyDqnbXsgpusWdF1EFCWuVHFAHI9I0x7IiSIwpsKYHEioKsPW1nGqqqNpSpJkhDEdxtSk6ZgkOUXft65kd+HLkOPYlt5KWWnosFxmrUXeZRmu9Cg5XmEJ8uElFFFeA2xj7+tvdq9dzD/R6yLJboLWfj53McJWKGY9FOvE+pK1bcJ8qQS4JXgvZnf+JvBu4LHBcUJ31X5zr4T1mfV++z0U/3b7zMBtEwpa+ykP/GPsOPhzbFj9+ZQ/KsohY720UIUsRVEU5QBQIesieNGLXsRP/dRPAfCxj32Mf/AP/gG33nor/+2//TduvfVW3vCGN+xrPzY4ufTlVHW9LM0Jg9ZtWc3Qubcy2rb05WBSjiXZOVXV0jSGNN1wQkdKWVqHzmLRkKZD6tq6k6xL6kbqekHTzFgsjJvMp8xmDV2Xk6YFbZsxn0+dO2dCHEvGjRWbTpy43jlhBtT1wolqlZuA9m6FvC3StMCYAWXZufI86LqMtm0wZoCNq2qByLmObBmiLZeMfV5T11WcOrVw2VFD6rpjsbAT8qZJfD7SbNbRtjF9LyHkI8CKSTs7M8oyoShqV7Ylq+X1wIi2tSVhJ09WPlOrrnuqKiJJMpJkzM7Oadf3hjjOnHOoZTA4wWIhJZY529sVadoTxwWzWeWExJaiyJ3Y03H33dsYY4Wevo9ompbZbMeX6Z08OSHLKoxJnINmQJLIan4ZxnTce+/MlWLOSZKCuo6d6DNw463n9tunjEYbLizccPz4gL7vnIDRsliUZFmCMced8FGzWExJEkPfJ3RdxHyeMhgUDIc3YkzPfB6xWJTE8dA5b1rnerOCS9c1VFXsxM8BUZTSNNZRFkWblGVLXUfUdUSaFlRVRhTFnD5dUtcxXWecOydjNCpIkhgwlCVEEdS1oWlijBkwmy3Y3NxwInHN3XdPiOOE0WjDiR4DrOh1zI0rw733zl1p3Jium9P39l6xbr2ckycr6rokTY9RFJJPFpPnQ6xgllBVKV03IIoyJ0ZaIXcwGJOmCdPpDm0buzLG2mVzJT6bqqoq7rxz4r8X7GqVPWU5YzQaMxxmVFVEWRon+lhBcD6PXGmydUo1zTZpuiCObdmsXWCgI00hSWbM5xWf/3xJkhiX61XRth1Fkfn7Znu7YjZbONF8SBwbrNjUkedDiiKl62ruuWeKMTHWGTZyTsyIohhiTMz2tmE0OkaeQ5JYITaOW+eEW9D3c+688/PE8TIL795772EwGDjRsmE2mzGZTHyJ8Wxm3WZFYcf0Pffc47PopGx1NputLOZw+FgvK/xW4DdZOox222a/pHs8F/4n1tX0A9iVB/e7Lzh/IUXErBT4wbMcIxSzzjXT/WL32C3AfTdn1vnOnHfr988AvwR8LbuLcXJ8+V2+c4cshaxzrUAon38etnTyi1ntm0sRjK8ol5j1sHcdvoqiKMoBoELWRXDbbbfxyEc+EoC3vOUtfMM3fAM/8RM/wYc+9CG+7uu+bt/7kcwqmXjJKnGyqpeIWTKxtZOzZYD5cDhkZ2eH6XTqM4CsGBORJEOSZEzft7QtVFXNfF5y/PgJQCaOVkiyxx0wmSyCkOSGPB+SpiPSdEDbRtQ11DX0feJcPGO6bkocj9w+oWlK5/4onOgkeTmb1LUN9t7ZsRPgpumJoiFpGjunFcRxQVW1LBYJw+EmcZzQNKdI002iyLgw6oLp9CR9n5BlI/q+o65tqV4U5a5vO1dyZN0lSWLL7Iwx5HnBaJQ7J1ZKFI2I4wFRVDEej1xJYU9VNezsbFMUuStdKkjTnDzPyLIcY1r6HubzmMEg81lneW4n+pCQZZELzYfjx49T19sMBrErvcycmyTn3nvvIctkgtOTJCO6rsIYW75WVT2zWcfmZu5K3mIGg5Q4tuNisVgwmcxZLCrSdIO+T+m6hraNgdwFZdtt4jil7wfEcUaeRzRNT1WJcBAxmdQcP36cyQSaxjCfN+R5ijEdfb/JvfeWbG0NyfNNuq6h72tXVmfD4KfTHVdCaMgySJKCpmnJ85zhcIwxEVXVMJtVFEVBXTc0TUzb9mTZALCOmlOn5iSJceWhLcbUTmzCi7xWyE2Jopwkid243KKuW4bDlMlkgjEpeX7MOw2rqgRGdF3sSvoWZFnixJ+cPB/S9wuSZOTuvznTacyxY8eIY+tES5KYJBnStg1dl3Dy5AwwDIdbRFFKHNeU5YKi2KKuG1cu15GmYyfmVOT5gDSNGQwKTp/e5uTJisXCZpoNBiOSpKWuE3d/5c4tlzGdTkmS1LmfOudiGjpxOWV7e8FwmFGWxl2j1rmpcoypXHlqhjEbThSNiaIMWSFxNjtJXVtBdTAosG7M3LkOZbXS2H+fGJMwGFghz957ubtHW5pmg6IYAjGDwSZ1vXDfXxV1XTGdzhiPE5/ttgyrtzeTLf3c5v73v//KiolJEvvni8XCfyfKIgjh6pqHF5nV/WXg77vn66Hp5xK0dguOT9beD8WWj2BFlj/mTFFmnY8B7wD+DrDJmaLNQXEudxPsfwYsIta5HFk1ttzxkcAjznK8BPica+OfsXefhWWEImIN3ONsYlbYvsZt/zRAVt1cL2fU0HflCDFyD+GwG2UVRVGUI4EKWReBuAMA3vWud/Hc5z4XgOuuu86Hpe8HGxxtfCmM5DUB3mklbivJoAJ8yeFisXBZOBK4ndO21qHS9zlRZCfkeT6maebOUROzWDR0XezK/oakqS3HiuPUuYhqJ97kZNmIwWCD+bwljmsXsj6i7xM3QbclfFDT9x1Z1tH3LYtFTZpGtC20rXWSQEJZ1rRtTNtmrpyvoapqhsORK8PqiaLO5XjZzw8Gx30Ats1+SkjTligy2FK+iqZJnRMkc9lbE+J47AS7lMWiRnJ4ytJQltZ9FscD9xyqyuYA9b1xzqeEOIb5vCGODW1b0XUR0+mcwQDnAgKIqKqSvreumCwDO/nHOeRsXtYdd9zrRIiEKOqJotznYkmuEPTEcYqdhycud6pjMimBmKaZkyQJaWrFobatSNPclRFmxHHKfF4RxxHzeewEQ+teapqEphmys2OYzw1JEjkRyNB1GWU5c4JUw3QqwlzGfG7LR42x5xPHA6bTmLqOSJKc+dyWozVNzWAwpGlyJ9wsaJqILIupqoSmgaZZ+HvImJydHZvfNp3WdF3khMsIEU+axlBVNpNtMpkDBbKQQNP0QOKdimkasVjAzk4HGGaznsUiJorg3nsXLvxcyiSnPrjdlghCUdgctLruXCbV1DkHCyBjNjOu/DV2LkXjBFBbbmgD2u2KhWXZYkzOdGrLT8sydaKLrFKa0jQVTdNRljVlGQGFc3lFwIiynGHMiL4fsljY8ZmmuSvDTFz7WxaLlji2Ildd9yTJMXd/D5wzbe5y7jKXjWZo24yqSmnbwrkJrZhVloamSek6yeZKfLuzLHb9D01TUdcJk0nrgtwrl8OW0jSxc2cVlGXm3HgJVdURx2P6vmM2k1VHzcpKhBIML6smyqqW99xzj39fvh8Bv7iCiFryPRp+lx4+9rNC3rpocTYh52yrIIbh7ynwvcDHsWHkZ3Ot1cCbgBnwP4BvCNqwX0FrL0fXXmJM6EDaDyJY1WvP9wqAh2V//F/g0+7nbkKW0ABfCtwHG6p/NkSwSrGC1AbLEsOzBb9LW2usgBW2X4QsLStUjiDrGVnVlWqIoiiKcjWhQtZF8BVf8RXceuutfMVXfAV/8Ad/wJvf/GYA/vzP/5wHPOAB+95PmiZ+hT9xJAB+NT9xGMiKgMYYt6KaTB4nTKdTv9qXdUoY4njI1taNNI1hNruHJLHh25C6ErLIhalHbG+XtG1Dlg1dRlIOZGSZdQWl6cg7n44fv961K6FtY+dgOsbp0xV5bojjHLD5SzY4OqeuDcbkzGaNzy8qig2MyZnPtymKEddff4w47qmq2oemN01KWZaUZcmxY8fJ84S6XrgJbMxodD2DQcbOzjZJMub48S3qunPiXEqWbTKdbrscnYLBIKVpGrdKY0EUjQHjJr+Rc6wYxuPEuTqsONW21knVtpVz4ljRqyhS5vOJ358EU19//Q2uBHPuVzg8fjzn1KlTbG1tUhQLsixyx4Xt7bs5fnyT0ahwY8CuvGizuGonRnRk2RZ2BbyMquqJY5utNJ/vAOKQs0JaFG1QVT1FcYwsG9P3hqap2dgY0bY9srDAaGPE9nSbWb2gKHISEoZbI6LeCgF1U1PkOcOhXW3v9OnTXHfdCScyTCnLniwbcvz4kPn8tM+42tw8hjGGOLYOveGw4PTp08H4bYiimL63E7YoMoxGA4bDMXVdUZY2I67rlkHgSZIxGtXICpxtW3tn24kTY58Zt1hEtK0NKIehW2nPiqZt25DnBU3T0PdDxuORF4Tt8Tra1t4DRWHHhl2tL3fiyoYr1ctcwH5N32dMp6W7Zriy2pqNjRPM5zNOn57TNBVFMXZZdjZ43l7LxK20Z7PY8vw6L27necLx4zcxn1ux2i4IUbpMt5KiGNK2NX1fkGUxUWQwZsB4nDlxrnPussRdh9Y53iCKerfio2E0GpLnOdPplMWid2N87MTNltmsJU0jNjZuIEkMUSSrdebO8RlR163LpYucWN44YdNQlnPSvGFaTTl+3XHavmExL4mi48TxjsuNs997i8WCjY0NZBXLOI4pisLft0mSsLm5CeBdV5ubmyRJws7ODl3XsbOz4wPyjwZ7CVS7iVnnw16fS1i6is72Z0CCLT/8byxXCBT2I2idrSzxbOe11+fOt6xur9JCEf0egg3ZfzDnFtgM8MBzHE9ErMHaYzN4Xfo7PE7Yzrl7bzc3lgpayhFkfdVCHb6KoijKAaBC1kXw6le/mu///u/nP/7H/8jP//zPc//73x+A3/md3+EZz3jGvvcjWTpg3QhZlq2EvWdZRlmWLpx5uUS9fFawpTaJc2qkGFO4VfMGLrvG/s+uMRFdFzvXVkzbJsRx4fcRRQVdF9H3dmJc1wYrahW07ZS+t7k7bRthV7qzKxRaJwpYk0RK1/UkSebcNGBM7LJ0YqKodyWJ0PcFMHCh83aVRGMS5yKxjqe6jlgs7AprkDg3iHECYEbTpESRdR0tFp2b4HdUVeVC5e2Evm0zFou566eEpkmdK8i448ZUVe1cUQnGxG51xYK+H7oSv4yuq901MxgDxkREUeZK0YYYY/OQimJEkhiaZk6eHyNJbOi7FcIMcWyFgijK6brM5RVNnTsocuWkI9dnkCS2H9M0oWkW2NB4Q5KMsavwGbJsQFXNiaIUG9CdU1V2bMRxSlU1jDbH1H1NNIqIj8cs6gVt0RKNh5h5S76R01UtJoowlaFPwBTQlR1UPX3W05mOOI3Z2ZkwHI5cyWlGnqdu7G56t5AtnxzQtgvnPEyAnqLImc/nRFFPVVXEcUbf5yTJkDi2JWSDwdit1Gnc+dhV//JcSg0NSVJjg/Vbqqqn63KsYNsBGYNB6kTBiK6zDsK+bzBmTJpuYUzN5uZx4jiiLCsXSG/vq76HrmtIkpETk+3qkG3bOsEqp+tid45Dl1tlaNuEuo6pqpjFwq4imudDoih3Y74ljg2LxYym6cmyjK6zpZFlWZEkkRuThTt3+7xpII636LrTLojeCr02jH5EWW67BQysuGZFXBvubxcPSJhM7GqGUZQ6h90MYyLqOgNamqZwY9c6QJumxJiMup6Qpnb821LEnsEgZrFogQa7SESLLYFMqeuE4XhAE9e0gxaannKwoK07oq2IvBtQ1wV5nhFFtSu/tQtZSGA74EX8NE0pioLFQrK7Etq2dEJy6hfHkP2IY+twsh7gLeLKxZaNnSvIPRSF9vOZv+we0r71Mjfcz09jhZ7zaf+6mLWXUHW+Li2wKx7ehXVRrSPnXmBL+PYrsK23Yb3t8nM3MUseu62kmWLrraSP58F7u4lX+qebcnToM+gDR1ZfXrm2KIqiKFcP+/pr6KMf/ei+d/ioRz3qghtzlGiahve85z38wi/8AjfddNPKez/7sz97XvuS8pemsX/A2wm3LY2RZemt82pn5XPivmrb1pfTzGYzRiMp+Ws5duwGui5mPj/pSs+s6NR1hiwbkedjyjIhigqMiUkSmM1Ksiyn7zuMSUmSgqI4Rtf1boWyAdPpDGMyV9Y1cFlejVvxrHdCj52AW+fSBkmSu9yglLrumM9rimLTrQJXYMWaiDS1Tqg8j1zpXM1iUVIUmQtBL6nr2q+UZx1jDXmee5dLXSduYjvm1KmTLkw7oyjGZNkmbWuzdEajDVd21xBFVugB6wiz59S5EsXSCWEJkJEkkKaxE6kmPng8ywbOFTRga2sAdCRJ5/KWMqJo5ILGrWCQZdYhVBQ1o9Exuq4lywZkWeEEg466rsiygcvAqinL2q/UVxQjus6WuhWF7UPb5727pjbHKx/ndKajqktGoy0W7YI4jcmOpfTDnnFiha1slNFPeqLC0NdWHDANZHFGXUYkbUI/6CnSgsTETHY6jm1tMRwOqOcJaZHRVq3LuIrcynOb3sEURXYcZFnsxFowpqdte9f3EMfWJWedeT2TSYVdUdO+b0Uam6XVNJFzd8UYs0Ec184hNSBNB/R9RBy3PpfNlqHaTDO78l5CXRu6LmEymTMcDl0pqQ0llzCPJKnc4gswGIywZaSVK4FsnACME28TojSi7TuyUYbJDNkiZTGzYlNV1a5/eubzBVm2yWCQOEE7czlPCV3Xk+cDJ1Qa4njk+jOjaSLy/LhbedEwHt9IltnnGxs30DQd83lHXUcMBkOMKZAg/yhKKIrcfd9YwTpNN0iSlDS1E+iuK4ljWwZlF2dosCsS2tLSojBEUe/ccvZ5khh3n0Qu3D8lyRsW6QIGkI4j+gaS61Ky3jCbzOkmHVFrF35IktYvViErFkrZp3wP2pVSl995drVP3DXvnSga+e9Dm7N1mNlPjtNBurJkP/Uu7+8VPi7bh06i9X38LvBr2PK8f8jerqlzCVIi5BxEGvRbsav+PRV4dPD6bo6odfYrmq1fF+kbycgKc7KGqx9djzDDBJ/dDekXDXtXjhZVYR/+dy0tVBRFUQ6AfQlZj3nMY/zEYDfkPZlgXAskScILX/hC/vRP//Si99V1HVkW+4ws6/LofVmhTMxsdpQtrxGxy5Ymxc5tE/trEcepyyiyeTZJMnDZVlZQsOU/sSvpyYCCKDJusj93DpMUY2yGTtOkWKdG6v4IsSvx2eyrBU1jc3v6vnT7a7Cr70HbNs4JkxDHmXM32eyjto2I4xHGZHRd5ErR7LZpKm1ISJKEuu4B62Lqe1u+ZAwuIL6gbSOqCpe9Zdve9y3GDJxbKXfHbJ2TzZAkqRPEapdRZTBxRGc6kiyxjqQ+Is8yokFEX/dEXURXtySJFTaskJbStjYXzOYXRfS9DcoXR5bNUKpomhiI6Dpc2xon3qWuDHPqSqJi+r51KwtGZJkts+v7xgl8JVE0pCwrl9GUAzHGRKQpxLEthTMF1GlNOkhJmhSGkJiEPusx44gua2lTJyKMEpq8Ic4TurLGpIa4jWm7jj7roDPkg9yWHZqYxAk5DA0tHcQQlYauaYmSCIyhc6vRAe47xDqjwJYHdh10XeuuaU9dW8eZdds0zlnWE0WJG0+Vew0nphiiKKFp7MIBi0VN29qyV3He2ZUd3Q0X2fDwKIvpk56aGiJIBgmkYHpDGmVkWUpLR993RHFEOsjsOWTQt9C0LV3a08VWFI2SiGyYAb0t4TMNZVwSpREdHfQ9XdqTpDFRYeh6aBY1TQ15ZOj6jqZzqyTa9RzoTEfb9j4jqut65zTq/PdA08h3b+wFVWNakqShLKGP7PZl2Ti3JpBClBu6rsd0PVVphaKyrPxKlmlaEMeRc5iVRJGhLDsnBsbuPl0Qx9B1OPeUOMcGJImhTTuKYwVlXNINWqI0osxKEhPTm550kdDOcyfUlr68GvDfeWE+oIS4L8XDpWglblYZZ3v9e3V4CPOcYHfxJOXs2VfnSxgWHoowYUj5bu3ca3t5/eH/f/b+PGiW9a7vBD/PmkvV+77n3EX3IkFLArkFEiAEtsTmtllsZrAtEO1p29hYgwEN9jBiBO02njESAR0GzKZoh2ewJ8B2R9tuCDztNoNtMGJwjDEdBEaywYDaktCCtd57lvetqsx81vnjl1mnznvfcxfp0j4X1/dExVuVlZWZlZWZp55vfZd5O1/B1QTRIfHyVNlazxZJ84nAbwAP8dTqs6ej+Lq8Xff6TBY11mVVFncEbcttWezhDTXPv5/Akbw64rmMqXFMjTp4XDn6C4844ogjjvh48bS+Hf/Wb/3W7/R2PCfxqle9ire97W288IUv/LiWk7PYA2WQqfYDs5QS3vt9iLEoRJjJHrNXcC0DP8lH8geDv4YQNM41s51J7G/gKUWRErPNUEKdhfgRYqlWeQ4cObv9QFpCohuMaea8ISGqpAHPzuHkCa3DbAMEUMRYEIWOm21fec4XEvWHkExmHqAvlrhMCNO+sfHO/vGzEkPIDmgoZSJnRc6KGCtNY6iVeb2yndaK6m0cR7Q2MzEQ8K2j6goGqi3EFMgUVANGG2IMGG2oXaXoAgUKhWqhxEJKGa3N/FlmjBOCZBwnbHazTdLOSqMdQmKJRU7+MtsvK9Y6ctakVDBGkVKmbR0gVsNaLVobtO4ppRKjhJzXqgjBYG0zHz+SzWV6Q3SBYiuqleNqNCPNuiHqSFkXdGtJQ0I5ReozRWXoKkxQbaXkSs2FEislZdKwDKgq1Mq4Hem7TixoIeEaR1ATtrWgFEnNGVjeUD1kW9Auk2vB+plMQRF2aSYmZxLMQIkV7x0hxPl4l7ZBpZhbJctBwLecSyllCplUE9poqhKlU4yRItQUWRXwCrVS4KFSMcqAgkohhQQeckrkkgkqYmelUPKJkANTGoVwNArjZt9nLzlUSUUSieIqWil2ekfSac640gQ7f4nvIE5RdF8alFHYxlKSXBOiiWg0MQeySKKY8iT245JQjSir4hgwzqBRhBRQWmM6TS0QzITxhhgiTjtKWwhlQjmFqpqSM+M04KwXwkkXkopkLZ9DLplQA7YYYkw415OSkJALgSRNgmq//40xmJUlukh32qGsIvtCMgl8JWYNpsIgJLmQYuUu8n5Z9qHF8DD3alGqLqSVtXbOPav7nMFwX//0fxhQvuCy7e+QPPpYVVn3et0zXdbl+Q/JrM9EFFlwp3XvKuLlHcBfBf408MX3WM8PAB+e5zvcD8uyfx34G8DrgM94ku39AuDV93jukEV6KlyeZ9mfC8F4uH8Xhsod/J3thBYRHl9FZAGM8/0R7pBZRxzx3MdgOqxRB4+PRNYRRxxxxBEfP54WkfXxEjW/W/EX/sJf4Fu/9Vv57d/+bT7ncz6H1Wp11/NP12a5KAsWEmqpkL+TCdMRwsTJyZrtVu8zmZYcrRjjnKXkDuw4CmtbLi4iXTccEFlLS59naV67kwUk7XjeryhlIY88MWZ0F+htj9YtWnu87xjHNNuB9F7xYa2a86KkvU4G7oUQdvM6hPhSynByckbOEaWY1VjSTijrLSSVGOJur/IzWMqYgY5SRJ3jnKUUNT9esrMGrDekmklEulXHMIwUkxnJbNKWxjd0viPWiLEGpRXKKTCKOCZSSaLSsYZoE+1JC01FWUXNlVQSwQZqqRSXSTbhnUM5RTVCeG1ubfCdp5ZKmALWSjA2VJRK1CoNgrL/PaU4vF8RQmCadkiAtsJ7S63SsCj7vsUYhzGFlKSZEhabZ2K16ulOe7AVWkWuheQjzlmU1cQSOXvwDIVCrzW604x5RHlFd9KiG40/aWAQlVBNBaMsNVTKNpPUrIZRHr9qSOkWsUlkn0k+0fqGsqv4BxtqruSQ0M6gvcKcaJQWpZHxhv60gw1QoJqKNhrTGYyV8yHrzAMPP8CtG7cJaRLSyFqqBrcSghelUChRUO0yTjs636GdRlkoGboHOtSoZBlK0fQNykBz0rDqe3IpnJyckEJiDCNxkyimUFJFoUWZdmLou54pTcQU0WtNqRXnDMaJ+suuLWlKkMFW2b6QEsFGcpOpK7DaCElXC41rmW5OhBpofINqoF21DNOORdJojAGtqAWsNygNq2srdrsdTddQXGF6fEJ3CtNbynakXUmIP1t5z65xdKbDKE2zakhTor3WYouhTIVsM1Y7SlMgV4y3mBND2zSkTUIrhdYGFZhz88Si6H1P264I4RZTHOnPemKOGG/QK41fOdaPrlFWEXVEe1Gn5ZhZ+RW+OKqvNM0JciCwLwMYhgHnRDHZ9z3Oidpqter35LZzSx5bR9d1c4tl2pObC8l/f+KwZW/BZXbj41ViXVZTPRuDx6dSby3TO+4m5hLwHsRW/W+5N5H1b4GMkP6nPHGbf21extt5IpF12UZ5qGS6anufSul0L9vnvfKqLlsLDxirJyOy0vzceLhJl2c8xMebo3bEEf/bIeAJ6IPH5UnmPuKII4444oinh4/5W/Kv//qv8773ve8Jv3i/5jWv+bg36rmCP/kn/yQAb3jDG/bTPhab5UJc3bG8sVdkxRhp27Kfr5RFGXUnNwbYWwuX18vyJPgdC5p2ziiS8OucDfLxe3BieWICa/tZGTVirdgOCxtUC6GKyqqUxe5XSUZUJ2oOXtZKCDKtKyKc8ChV0TojX779bHnzGNNSa5ABp1EUypwT5FAOTOtJQ4Sk0EoRp4hC41pHHWQfa2dQVc37RKyWxVSSzeSahQxolEQdNYpKprYF1SloKhaDbjVVVZSFKuInKKB7jWs83gb8SYN1jrQb0Umhlajf4hhBKVznZFtGJYosXbEnBruymGpwyu3VJHJsaORXd4tSfg421yjl58cF8ZdJe16MhbZdIYH5diYiJcsrhB3eNyirJJOpV1Qqyiua04YhDWRbMNesKJ0KuOuOrBK61xSXscWgewO9wiSLWRtMqzHKYLKmpIoeNaaxtNFgq8UrD7nigsecaIhVYoytwmiN6pVYGMeKx2GdxWzt3Dw3E6iN7Gsy5JD3x7duNHQKU2W79KSpA2AqOSUhFDugKkosolo0lWQTkx6JWloGTWcxGrprLWmbyCljgDRFtLfUtjLqSeyGJlBcoeqCQRRhyzZhQa80tSnoojHVMG5HSi6oVux7prWYM4MeFHkoxJyIWcgbOU4qtavy3mql5so0TAQb8MaTXSY3hdxklBVCO6UERpF0lOPLKFF9mUTxhWADUQeSi+SmEFQg+UwyiWwTySeSzkx6ZFcHWttQNUQb8I0nJrnOjHXEqsRUA9oqKKB6he6MKNWQYyo3heqg7EQ9qLVcYwqZ2kAumRwTuRFFllpp9OlMXupCMpFQIliY7Ihbi9qzVoVYMtNdSqxFiSnT1P6auNyWfMElLxBEqbVkZjXNYef7/YbL1sKnsuQ91X/XT/X8Vcqvy+s8tDHei+B5Jgqvy9O+AmkIfLL2vx9Aws4vk1jL9vwxpG3wJQfPXVZuLes+JNYub89Vwe1XtRzeq/nw8v4+JPjcwU3dmXxIZh0uZlFiLTlCG7jbYngZR5vhEc8dHImsI4444ogjfifwjImsd7/73bz2ta/lV3/1V+/KzTocRPyngmfLcmmtoWkaYpQvzEsOzEJ6yDxur9bquo5xHBmGYQ4Wt5ydnaGUpm2l4bAUS0qaMU6ooujbNSl5ag37rKr1es35uViokk2QRA11enqNmzcfw5iOYRgY6oj3DcNuoGt7Yox0XUv1km3kTyTIunrQSaP1nVY+rR1NY9lsEiGo2coo9jjnPNY72laIrM3tzX4Qq5yiWXmc99RBlGm7x3f4pqE58ZhGiCvjDWEKtCctJRZCFTWIaiHHjOss/bpnqiPFibFsGia6pkf3Qixpq8k1ob1Bt0bUPc7hO0/TeczJGevVSoK9H09Czmyg7VuqqWQytrf4Zs6fMpakEm3q8L3HFWlaa84a+tKjs2aalvY+aZFbrx9kmiasPaFpKlqPxBjmjDBp52vbk73tEmC9roQ0EUmYXmO9pTnx2N7RN6LI6h7s2A5bAhP21NL2LWg4fcEpLS1qpdimDV3T4089Bs26WdM1LS4sOVSacTsQh0RbGrzy5Kmw8is0WgilDCFFXFNodIOvjm7dsmrXXNw4p7MdJVf6h3qo0tBntcU5j+qEXMPJ9aOqgm413VmH7SxnD58RmChtRhlNbjJaKWxvRBGlHZ1vSSlhlKFreky2nF0/wzhNrfDAJzyIvW2JJaGt4ub5LQC6k44YItZa3MqhgEZ7fGgYw4CtToiaUuh6CeBXOXBtfUZ6PIoq6lqLdbJvV9d7yqagVhqbLLc3t1EaTDZYLM1Zw+nZKXEMjJNkQhVXaM4arHX4Ro5tCoxhpMRM1po0Zbw3NKuGVjU0TYsaANHV4ZLDriy5ZLx32M7gTj3rfsWQDHEXoAfdGmjAFMP64TV5TExe0SD7z3dOAu2bjv56z8n6BDoh4HLIuOhEwagUzbqhsQ3GaOzKUnSl7zu22y3GG9qzlrNPOKV5pEVZhdE7rLGU3QVlKjR9gxk07VlLq1f7/LrlGmitZOM55+X8aRo2mw1aa9q23VupxY6baNt2b0Fcr9fz+XQ/t7tdbqJbpn28apurrG9PNe8hsXVZhXSvpr5D0uvJ2gYv4zO4896vUjydzbfLBNKhuuvTrljuk61zwSFJd0h0PRlpd9U2HO6nw3VeVqsdqLHsEyffhUNF1nL/aDE84ncBAg3Tkcg64ogjjjjiWcYz/pb/zd/8zbz4xS/mrW99Ky9+8Yv5pV/6JR5//HG+9Vu/le///u//ndjG+xbPluWy6/q9vW8JK1ZK0TTN3JQm5M5ut7srD2sZ0C2WwiUzRpRZSkKqq8Z5j7WGlCCExDgOtG1P111nG27AGrrTlrzJbG5t6euKlCRfagwDta1EG8g+E6ZAHCPTxUSxheILyop6SWsNCtIkOUbSAiiNiBI6b/C+xXsZsA7TgG0s2mhijhQjwdpLplIKUSx+DtrTDj9u0UVTLdRZrbLdbUghc/30Gr7xjIx4PMqLNa2mwnbYkI3IfrTVWGvJOZNzYrfbYryV4YLuaeqczzO3z6WYQVXOLy6wShRvqUZiDOSaRKVSM7txS1IN1ltsZ5nGif60o1BQKJRWbNKFWO9cixksqhbGcaTt5yypTeL29gKFIeeWgkGZwpAqTdsRFCgdiUX2mztxpJBoTYO5ZrGNJZnMLg17UYBRBuUUrW+pShRrTlvOb55jVwbfNjgcve9xyooCSVVu3LiJVgrnHev1mjpWahCbXQWmzYSxmn61Yt2tCWOgcQ0lyfIX6+s0jVRdiSoR4kRSEmauvMK1jjAGis1QFf7MoVTDbtihOkXtKlVVzuM5k5mgV2CgbaSYwDZiK0PDVAMYUdi1Tcs4jpw+dMIQRsYw8tHzjxJioF93+NazsitSSqxOV3tyJKjpDnnSOMbzEa0UfdeTc2LKgaIqmIprHG3q0J3m7KFTQOFay6QCQQWaU4/XntoWSip06x5VlewjU3AnnuwKneqwnWHVrsVJCFyM52KLzQnjDKlGss2oVuHWjlILWWVML5lQumh6v0JpaOZzK5G5iBdiifSGqVSsspjOoL2GrNixQzuNPbX0tmO3HejajpwT624NrrJjR1ARv/aEccKfeHTWeONQXrFLO0osFFtp+obV2QrdGAoZv2ro1h0Xuwuahxua3lPbSnPRMG0mTtoTUk00riVNE8Youq6jaVp2u+0+98oYzThOe4XVoj4NIczWZUUpjmma9tfA69evc35+/hywFl7G0/0vOQHfiQSav/5g2uVsradS7lwmuq4i1p5s/meCj8XaeJlAuhdZFi/dv0qNdYgnI68O1/lk1sJ7EWaHpNbBPON/C3kDz/tu9plZy+oOCwmf4Ca8l73wiCOeGwg4wvwDnDz+T+cH7yOOOOKII37n8Iy/Hf3iL/4iP/dzP8dDDz20D+X9wi/8Qr77u7+bN7zhDbztbW/7ndjO+xbvete7eMtb3rJvL3zZy17GN3/zN/Mpn/IpT3sZw7DD+35vm5FpEtbdNA1t2+6VWNM07W03yyCu67o5eyrvLTdKSVi49x5V5gDqVPZteEo1hJBRK03pCpOZyDrTP7wi60w0kZXvaR9oqS24ax41JNrYgquyTW0l6kDTtIQxYKulXlRMsrTtGeM44ZyEkrftGmk6k9wg1zgwsJt2EpxlhKRw3mG9JauMbaQFLabI+e6cUCPrtkF5UVvhYLVacXFxwa7s0FlTdCbXRMyBKQWssvhVg8oKbTXKgHGGbtXSdC2ucdg5Z8cYUfhYJQSPrhrjDOM44r3HOUvNAY2mW/cSNh4LufNYY9FOM4QB7eV1TnshLqYCulKcYTtscd4SCHsVUGkq47AjnkTWp9eZhkksdVWTq+wHBTTXG7FfpkI1hTGPYh0LmbyS+WKN+MZz8+ZNIVJSZSojKWU6ejl2SsFXRRgC1UIikcaEQTPtAqYxmGSopWCUoY4wbQMWg8VglMbj6NueaTMSpomaQaNJJZFrIWfJfDLOUEYh+1zrUeMO33mMN+zigLIQSqRSCVk+g9xkshc7XG0q0UWxy5WEbxzjdqSWirKalCUg3hkvxJmeaDXs6hYbDdWAP/Fcu3aNmzdvYFeWMJOmOSe2YSv5YEVB07ELAw2NWHd1pOs7ismEErGtEQLJaJRVlG1BtZoxS5j6NE1cv34dEzW6MUxxmuNyFNNuwilHqLOlLwfGNBLURCDitIScxxjRjUIBXntKLljjUHkk28wu7/Dega5cDBfyGhWlAbBxpDqCA+e9KNxIVAt6pdhFOY5rI9cBt3ZMw4SalFgSXWJTLnDWM9SRlDPrbk00kZACU5mY6kjTNqQxUZw0GE4hConYWaYyzUR0perKdtiAh1s3b5GHTHKS60eEi+ECPzqmbcabSkpy7RrHkVorq9Vqb9Hu+36ffTUMw95SuFwjp2mar4OVaZr218+lEOO5h8uB4Zf/q94C751vrz+Y/mTv9wOIZe/w/6bLVrwF/xNwDvxXl7bpstrrqXCZ8Hkq++RV056MxDp8fmGDLjcs3mt+eCK59i+RfftfPI31Pz6v85MOpi375NK6LRD/35AN4pHu737uXmTWvsXwXgqwI464/yGKrCORdcQRRxxxxLOLZ0xk5Zw5OTkB4KGHHuIDH/gAL33pS3nhC1/IO97xjmd9A+9n/PRP/zSvec1r+KzP+iy+4Au+AIBf+IVf4OUvfzk/+ZM/yR/6Q3/oaS0n57LPx5qmCaUUIYR9G9cSYAxiuYkxzi2Gd6rmc5bg43EcZ1uOWHOaxs+tYpIhY63YkrQWK5E7sYRVoLagtaH1LXETJLuoB6e8kCRnEtZtR8k4atoWeqi5SqC5qWJN3CZUUdTqgECtlmkKGOPmfK2CsoqkRc0UahDCJmawlaZr5b30DttbFApiZbPZ4leeppW2tuwkS6npW3ZxYJoCqkg+FRXiHNYuxErGOE3TelCKLmdOTk9RQAAJaUeJMixItpJSihIz1kgGlyjhJZRfV7HxpSL5RW3boowi10ypmayTKHek9JEQg0htjKhgOt8x1YncZIw2jIxs8xbVa8o1yUgyRhr0KFB9JZdCOJ2oGlExqUqIQZRwSpNXmZGRmiq4ymRGjDXEEpnKBApCCqQLySBKJZFUom4r2mt2cUcKiTAEsBVrnFhcJwgXkc2NDY31UOfcq1DRccPt83PCGHDaEXeRsAtkkxjHifW6glJcbC/QVWG1ZUgDNVdiikxxwhoLphJjorjMkAaxA+rKMA50vmMME0MeqLqS1UxwKWkZ1I0mRWkIrAbJxyqRgYEyVpRRrNyKoALVQyQxFpmnuMJ22pJKpGow1XA+3KYprdh4yTSmYTONpJzoO7HVGqXFothpai4MdcArT7GFiZHshASbmCiuoKomEnGNFaIzi0V4YiSZTHaZoCZyKqTZIoeuKA1hnAgpEHUk18yw27HS6/1xY7UlG1EXGgw5J6x1uM4TSyTUCbQikYg2EF0UK2xjmPTIUAYpWTCJbLNY+6yQyjFHscHqkU3eCinmpf0yx8LEJO2pJpJ1QXvNxXhOBblmkcR6edqw2VxQI5Qmk3LGF8+w21E2LUygvSReL+TT0tQqykkhsoZhxFohDEXpqfY5Ykte1jQFpmnk4uIC7/0+M/D+xyFp5biaxDq8/yDwZu4QIlcpnS7nYP3XyIXsvwNOrph/OLj/I8gF7IuRYPXD5Rxu18DVRNuzhXuRSE+l7LqK6Lms2rrq+Z9DLryv4m712WVllgH+wTzvG7lj/7sH2ZaA7kfAByj9vfPnL2fTp8tPHi7wiCOeGxho0QfH73A8fo844ogjjngW8Iy/fX76p386/+bf/Bte/OIX8+pXv5q/9tf+Gt57/tbf+lt88id/8u/ENt63+LZv+zbe+MY38j3f8z1PmP6X/tJfetpEljGixFhUQSADQe/93kK4kFuLddBaR4wB7/3eVriotaStS8LEldJY7fAWxtEyTRPTFDg7MzTrltIX9KnGdo6ssxAaRJJLDGUk2IDqFXSgtEZpUZeMw7hXzygkjNpZj2oU1VY2mx2lVLwXgsxaCYVuTzqKKmivGMOIX3lSlsGBUYZYA5mC0ooxRZLKoqA67YhTlIE0mpoBAzc3N4lETGtw1pJSRhWF9gpVDVDZDHOujpkH2MWTaxZCaQrshoEUE2u/pu86phQw2mC9RWlFyTtubjZisasVjZBZpjFYa9gOO2quVCq2dxhvySmgvSh3dFGgFFOesGeG9qGWPGSst1Rbcd6hk2aKI4/Hx7CnDuccVVcwErLftg2lq6QSGYeJtm0l46oo6mnlpF9TM0ybkfPdOaMaaZsWDNhi0Y0cN0YZwhC4feOW2DW9x1WL9RK+XkqBoNhsLyi1cnZ6hmk1RFH1WS05TGUq3Dy/Ja9vHTlmiilYY/C+oVbYjltijqQYMcZSkcDvojPWy7aMaUQphV97Yi50piPmgPJg5na/YRoofUY7Ax6Ms2ikfS+GQJ1gCCO+8Wg7nx/GcvLACbFE0HBzd1MUXa3HNQ5TjGRCec/FrQshzsqA6rSQqNYSUySZhFs7SDDmkawyrW1pWi+Za9ngO0+qiVILt4bb1Fq5dnKNvu1JNZFi4sHVg6iqGDYD2STatkN52ac5ZrquwxjD7Ru3Od+dk0tm1a+oDegqZLWxRlr8vCGnRHUF3Si0t5g0tyYaS84S3n57exvbWlQFv/YYLKoHbTTJZ2LdUXyh7RzVFnzWGNNKGYBxjLuRTdyQasSdWspQqLmQTCJpIYpJlU3acnp2gl1bzlZne1VpddCf9OzGLd2qo39gNe+zLMuikHUm68Jut6Pr6l3trc7dISO22y3TNPHoo4/ur4mH7a7GGHa73Z78l/y5uif7708cki2HJJaFJyiyuOL+K7iTNRW5m4g6xDJofAXwGEK+DDy5wunPAhPSHniDOwqnywTb/xP4VSSg/QX3eG9Ppd66HNT+ZHbCpyKwLq8nze/jzQj59399itf/l4gi6zJpdJXl8hORXyj0/PxhltVhvtiyL14pnODHlN3+8Vg6jzjiPy4mGuzBOXWozjriiCOOOOKIjxXPmMj6K3/lr7DdbgH4zu/8Tv7oH/2j/P7f//t58MEH+bEf+7FnfQPvZ/zGb/wGP/7jP/6E6X/uz/053vKWtzzt5SxB7qKgkpYtY8xepbVYOJdp4zju70vjV923dA3DQNd1lJII4YK+/0SwsDm/jdYVpQzGdOx2CfRG2vs6JW1rVtPRcVEvWDdrdNT0fUe+VmgeasgXmTBOuLXkdtWuUm1ll3cYrXEeTKtJNuGcv6tlTBmF9qJysa0jZLG1aavRVuNtQymZxrWiCmlAdwrlNRlRabjGojHUVISYcZa207Q0pClhlKWEiq8NthFFh9FayAjnQSuxNCLKwu24nRVrhmgjaRLVmkZTYiZRSSVTUsGquXGwqNlOFYg5QgbjDa5xhBQoppBKotpCqZVqCv5UgvydcpQmc57PMWtDMIH+tCMpITNWJ2sJVh8G2lWHtpqiCtYbYkx0py3DAE0oWGsIMdLqhrS1JBKmWqx3nJ6e4dYeZ9zegooBZywkxXq9ZhyHffNgTZVxnLDectqcMm0mztpronKJmlIrjWooscj+URpjNF45QoiUVGjbRpr7/KyuAxrvAUW/XpFLRitNSZlsCkllVKdYmRUxR6YwYVpD1pm27Wj7hpQyYQwYZ7DK0nSNkKBZyNqYIsppmr6hyR6lNa5YwiiKxV3eSvufyuQk5Ojt8RbjNEkwvDHYaIW48haMBNsbJ0RJb/v5PSONnvMxpa0cxylKUcJYx/1r1ycrVBWL5Rgl0N92ljRFpiniTuRcd51DN5qbN29gWisqp5LoH+pZqZXseyXW4JIqq5zwxpFzoaqCzZbuei9ZUWPYk6u2mcksMva6JRQpQjBo/EmDUmBbi+0dQYnFr6FhvBipqZBLoW964hR54PQ6qs7vVWVWVC7MhjIUTh5YY4wlhMC1U4t2hlgjtze375BQtRJDQp1ohmlHvB0xrfyX46KjhIpKGqUKbXuHtAf2JD6wv/5N08SHP/zhfTGGXBMtSrG//iklDabr9fou1er9ics2tI4nEkX3UmZx6f5CYl1FuizPfe38t87ThivmXfCp87IHxGJ4wR1Sppu3pQM+hOhaP3yw/Yfvjfm1/x/gNcAnXLGu/xX4J8DruFPptzA7AVGHvQJ45RWv3QL/FLECPu/Sc8syMpKcfvuK119+/y/l7jbJq/YnCBn4R+dtzZfmuyIkP/HEZsKrNvWqSLL9tEN74TEz64jnDiKecHDMxoPg9yOOOOKII474WPGMvw192Zd92f7+S17yEn7zN3+TGzducP369fs8WPfZx8MPP8zb3/52fs/v+T13TX/729/O8553+Uv1vSEKK7vPvlpyYYC9CmtRj8BiJZT5lueWgd2d18oX3hgDZEgpYowQIErJADHUSNu1mLWGTnKnbGOxO4MalAy215q0TqiVggy5KdQx0HaztdBWyBWnPKYa0lCgVXg8JWaqBlUQdZETaxdVkYj4lWcIA8ZZmr5h2A7YzkKC6gvtSUdSkTBMVFvRStNYz7SdsK3BNIa+6RmGgZjTPhjeGoNxhrCdqMrQrfv9flZaoZ2msQ3jOKKdwWkJnN9sNqiUcK2joskxkXLCarFqOeNQRmGdFZKqFlLKtK6V18TCLg74xlOrRnuF9gaUZEShIdZIIOC8x7QGdU1TayJOgeZ6Q3/aM94YMSdmn+nV9A27WwPpLFOmjEqKUgtlzCSdySqLIiwEDIb+pEO1CpUU0zRJbtoUKKbilWcK06xqq7IMMmEXMNmQYkJNCusMJRViDHRdR9jKcVQokjvmPTlmab0LQQLeC+Qix2ZMkda3lJqZ0oRWilQSyohir7gsasGVRVXFuBmEyCqJ6h3VQyhihVutVoQpUJoswfxFkUuGICqlkisGURvWVKET1d7ACBnatkFbQw5yjCSTZoLQMgwD1Vass3SrljFM0ICbA8VVJ2SN0grjRAU0TIOEsJuEtppxzp7CgjvxkCvDEIkhkMl46zm/uMBoKQvwzjOmkVRE9bjqVox1nMk+RdvOJGYpjEworVAGkk6MWazHxhqKKigNNFCyEKiFQnUVZy2dabFYlJfyBXfmxFlmwawNKiuqLhRVKKGQdSJOifV6DVSqqygqRRVSiXjXUFzBaospYu0zVmOckwZGVSimCBHoJa8ulUjnOy6GzHQx0s3koK4aM/8qn0k0TUMpCmsd0zTuyasYo1iIm4btdss4ioJvmS52aTvPLwrMBYsq6/7FYRj4Qgw9GZF1lYVvIVAW0unJyJfLyqZFxXXV/IfrWkiv84Pnu/n2XyGKpA5Rbl0mshzw94B3AreAP3/F+/jbwA7Jp/rfc3dI+78D3gX8BlcTWT8H/DqS//UXrngexH753dz7685l0urp2p6uCpNfXn+4rIq0oBw8taz2Krfg5XlAXn/EEc9RTHjMAQE/HYmsI4444ogjngU8Kz/rPfDAA8/GYp5z+IZv+AZe//rX8+53v5vP//zPByQj63u/93v5lm/5lqe9nBAmvBeyJee8H5htt1uxgxkZABtj7govLqXsGw2lht7OQe8K7xtCsJRSYW7gU0pjbYPWPTkbkhkk08dmaBWkimoU9EoygZoVpS2MasB5T/UF3Wl0UNjeYs4MqSbIkielceAUtrOYaigUtFJQFVUVYg6ioHAKb6VZMMWE0pDJFJ1FbdJaookoryhFcpGGMKKqoirQXhMJoCR3CVulQbGUfUC6UmL9y2kOWi8VVRTDNDBuRzhhb0PKpVCy5GHlnKmD5FspJW1/MUeccbNtK5OTNKM13pPzIGocq6AockhUVVFOE3PAWkNRktXkOy9tf41GdQqzNtQTyQwru8rYjpw9eAoKymmh6EKuGX8tgs+YBwouKnTQ1ArpRsIay3bc0PU9JhrZ76UyjiPOi0UxXgRA0fZzHtFM5IUcUFmjakEFJWOljMyDhlFC/XUx+OoxSqONEH8KTdfNYfe1YKplHLfUVPeqGuMMjW1IRdRPrrE8fpFoVg2mNYQc0K0iRDn+ipP8N9d4kk9oo+lNT9N68k4saLopbDcbjLXYVs6TsBvFUugNcYqEKRJMkCKEVYu1lpP+hN1mIOeEijCMI9prGuNBVaY8ie1SByEJa8FWg1aaMU3EFHErC5U5XHwk6CDHpC/UpoKF9qxld7GjhEKyGUWhcQ3JRCGZVKFpGpRRMs5tYWKSUgBdQGt0J2H6OUv+k66aGANKa7JNoOSzWvLmQp5IJUtjoc5y/HkhbGOOaKfIpTClDZ3vqBaiDZjeMJwHaoKgA9VUBnYMpSXrwmplccZRcyXFTKkjgQnlT5h2E+v1mhwKhUpOCec908VEKIGqKs2ptFiiFbUU0DBuB+IUKSnDAP20mkshEjmnveI05yxFFUrtcwIX4mq57i35WNZKhuB63RJj3C9jUbnev3g6CqyeqzOyFiz/HyxZVQuZdRUhc2hzOySxhkvzH6aOu4N5DrGQWw7J21pIrMPtW9Rbvx9RQ30hos5a8rmW5f+fgbcC/7uD1y/E2mcCX4QE1F+VbfWFCIn1VDb+Z3ocPBkheIjDcPl7qbLmeQ5VWXeFuV9a3GXCCzgkaI844rmGgMceEFnhSMweccQRRxzxLOAZf8v/oi/6oidVXv3cz/3cx7VBzyV8+7d/OycnJ/zAD/wAf/kv/2UAnv/85/Md3/EdvOENb3jay0npToPLEnC8tA8C+/29WG+cc3s7YSllJq7EIrdYEwWZEKZ5QGeo1aC1QyQnQjjVFmpXKU2mZqhdwZ3JwFB3imgz0SVsa8lTwa4MNjn8WtRatlhRau0yhQIOdKPRUUOuKKP3BFxVBZQiErDOzRlU7EO8U82EGtFFU2whkyVA3UiWzmLxa9pWQuB1RTeakiqqgRoKFVGkGWVJZLTRmNYSt6LkKLkwpYl1XYs6qAh5kItsG7lKZpcSIsBVi65CWhltSClSq5qJLlGN5Crbqb1CRSX2N6tJJUugugU0+DOxlTXrhmQSaq1IJ4liKtUXUj9SH4h4HzBNQpuIKRN+1bJWF5ydRmothFTJVVHMQC2VuJloXIsOswW1GupUoYKuirwrpDBbr5D32HRCMuisIYCakPD9IeCV2LpMtthsUVGjJgVaQu+V0Wit8M6LvbAGUYQlKR2wWkgH5xxt37IbtzjnsI3FZ4dpjdySQbdGgvi9EDkqKkorgfdaa5x3NF3DZMTKWZoyB3jLMYkGhZBYqigmpv3Rb6zBdKJ27K+viCphikEnQ3ZiNVRoCdR3BdWCMqJ+ymq2sxpH1BIMX+erpbai/qmpkskoI4H81QqZVW2BBlRCMs3qyJiFrLLeoDtNLpmQJqqvTEVC04sqaKfEelSlSCHkgLOOkEVxWRvJ1HN2LnawmVIroUx474hK9pt1FtMbdNIUI6qrsIs0bUuxhWqLKBUT5ClTYqaYSkmVsY7oxpBtomk8JFHiFQr0ci1KU6TagvMzuZsLyiRsZ4XMNYWqq5xDTppBS6qkkMhjJuaIGuRY1FoYVKXEipxzFhXcrLYCsRc2zR1P1qK0WlSpSqn9dXG5fi6k1/2LioQmNTyR1LoXsaUuvX4hTzruJrOuImEWUmVhUK7K1zp8vjt43b0InYiQWN3B/JcJrQaxFSbEghiBBw7m+T3zbVn/IRLwRw7uHxJxIKTYn7007anwbGdNLcqsy+TVchvYf3aHJNZV376uJLEWbBEisL/XDEcccV8i0NylyApHRdYRRxxxxBHPAp4xkfVZn/VZdz2OMfL2t7+dX/u1X+N1r3vds7VdzwkopXjjG9/IG9/4Ri4uLgD2jY7PBN77vTrokCRsmmY/qEsp7bPJJMxd7RULiwoB7lgRS5nm9kINGELYYUwhxkwpWUKgW0Vz1pCvJ/SZodgimVQXCZpKNAnTG9bXV5hrksOUNxlaiCbJYHkOEK+uooIiu0ChYLQhI4ROzFGCz42mqEqhCClRJC/JOEvVVQK+WyM2SatRTglpgKyjb3oa3RCniHJgvUV3WixvSUgErRWmehnvJailkGqS0HWjcUiI/rVr19hebKAo1JLBM0q7n7OyX0stxCgNajEkcsnSlmYkAynkQK4J34iaLtUsqhpbRZHSC2FYXSbWyHm6YFu3Qty5TO0K9sSSzICazjl70NOvH6PmG6w7i1eFFCdc2WDjLdrdRgLIY6WiWQH0kYdfUMgxEDaVKSl01ZJflirDMJKQVr7tsIEd6KgJuyhqFmOoZSYzciGHjNIwjJphGNgZaPuW7bkE5pPBeU/btkybic0gdi89/6vKSOOmErXMxe6CYRjQdgeTtOfVAgSxpU5M4BSxSGA/FlSvyDazHTe0tiPGyDZvcb2jNEWIzAKVItZVpYjzILLEgmsddmspFLZlS9Vwc3eDXRwwiFKw2goedhcDrW+x3lBMJaQJ7Tu0FuVat+4IJWCUQbUQQxSFkkn4tUdZxTDthOhyksuVbCZryXkz1YrKsUG2v0rLYakSml5cpms7IVWnQjaZpOWzKaru2wpNrymlEqaA1WLrq02laLFFNr4RwqpWfOMxvSHbLPvUgImGvuvxnSfUQHPakK00FXrn8Voy0GgkID1PYmtMQRoVk0tYa7Arg1MOVT3Fi3Ixp0JWoqDDQdf2tF1LNZU4RlFYJWnLbH1DKY4mtagAJIVzei6ngL7v9wrTpmmEUJ8VfsOw2ytTl0B3IavyvrEwhGk/z0Js3b/4b4BPRoLSL5NXSw7VkykX1DzvKXcIk0MyC5480P3y84d+Nndp2r2a/hZcVmwdKqsOVV+H8z1wMO9VLYOXt/cqCdPy3CGebFn3akHkYPrTVWPd6/XLaxcCa2l37LjLYngvIusJWAjLP4Nkkv33SHD9EUc8NxBwGPzB42eOv/E3/gbf933fx4c+9CFe8YpX8Nf/+l/nVa961ZXz/p2/83f42q/92rumNY3ESRxxxBFHHPG7B8+YyPqhH/qhK6d/x3d8B5vN5uPeoOcShmGg1krf95ycnPDe976XH/mRH+FlL3sZf/gP/+GnvZxlYLYEuzvn7rISLoOxGOOevFpCjRcsRNgy6CvlTvBxCAWo1KopRUk7naroRqFa0GuD6qU1MOWEP2uIYxRrXGNRKw1rqGOhNIW8S1TvZZBthegppUCRVjptNdWJQkV5LeHsWhr8ckporVC64rzFJA26kg+US1UVtDcUU0CBURpvHdYZnLFiZzSKYitJJYrOMnYxilwLDo2qCuMMxmhR7RixNypj8drvrZZFiX0PoOaCUlpUOVpJI2Atd86SLI1vzKqPWmUgX2sV9YlWKKuoGorOKKdQXqGcrMd1YvXTJ4rSQl4F7GnF6XMau+WaGWjHLZYtTYDGFFQJqJwx6Zx+OieXwkp7QtEU70la4zrLtHJc2EoerQSZrw0qKGqukj0VC2GK6KyJFyPZiAIvKjDKUmMljIEwTKKAM0UI1JpIQ2J7sdtbu7IvosCqlThFhu2ARpR3VRViiphGU3Im5EhIAasNNSNkUD0gO22W40VXaJF93snxkEqitoXqxZamGqh+Pk5TQleFckoaF2EfeK4RxVKaVY3FZYKO0FRKLVArKKhGLHhZC3mXnXymqlWkkNBuPgabitKK2iBKKQo5ZkwvJBFKkYy0I27zThpGVSBrsf4lI9ltzGLJpCOpZnQj7Zuq01SqWFCVEMipiIIuGVEHeuPm8x7JtbIVowxayfmsjKIg15DaVVFq2YpuFVllcGKtpUVUfG5HLoHaFsBTS9lnhcWSRElYK7qInTG5SCGjWiF4q60wk9KhRIIK1ArVSBGDckoUXEaRkcIBoyyulbZVo+a8OiQj7lDkeyfrr+wVp0vxBbBXbcl1ruzJ+0Wlusxz+YeB+w8WeCFCRD0JefVU6p39a5fbodKKg7+HaqbLjMm9yJ9FafRUrXnu4O+yHQv5dTmP65y7yavDv09FQh2SWYdk01UM0OGyrtr2Z1OZdZWS7JDEWzCTWVe95Ak4VNwBPIKo3+5nu+wRRzwRAz31gMgan+Ex/GM/9mN8y7d8Cz/8wz/Mq1/9at7ylrfwZV/2ZbzjHe+4Zx7t6ekp73jHO/aP7+//C4444ogjjvhY8Kx9I/ozf+bP8KpXvYrv//7vf7YWed/jK77iK/iqr/oqvvEbv5Fbt27xqle9Cu89jz32GD/4gz/In//zf/5pLSfnTNMIAbWorxZia8mKWQZqcGegtzwupeCco+u6vTpL64LWlZwjWjuUMmhtcK6lFItuJYuntIXcZegKKosyyqCp5xWNIdtCsAHnMnVlsSuDT43kE52IBdBoTcqJNCWiiXgrwdfFyIBXt0YGzzWSdMIYjbaK6kSVU3QlJdnuYgqRiMZg1WwpNJWYErVKw2NWc56WMTJgNlUG2yFjtSHkik5i/8tVgqorEuBdamEMA6muwUAKcwB5qTIQr6IkIglJpbUWS6O2YIXYyrnsycSqNa5xZJUIOVJVpSrJjVIFUSghAeKlFcWTPjPgBpr1QGdBTefEcBOnFb1tqPGcFoXNiRoGqAlXAuvSUNCErMlFEemJOTIMFe8i3nimJhKpTEbUYVknpiIZTyZbmMSyhlLkmMgx4w3EneSAhW1EWzMTikIE5DGTBlHBgbTrJSU21zBOkCtlykI+VflsslJ4JAuqqEKqSMaYzvLZ20p2haQSzlux53ViPVN2biW0CbXSBCJFZZKvVB+pRQLInWmoPpFMQVWFQpEnIaNSEstmsRW8hKNrKyRkBdI2oY1Cz1bQ4uVYjikSdSCbgqqZ7DIjEzprvGmovoKWwH9lhWBRrUJ7CYPXXrLSVBLra64SyF58gRbSmLBa9kPWGbuyBBWw1pJrAlOlsdMZSsmUUqk1M9VCLTDmkXW7FoKNCjN5FVTYE99WG3zvSTVSdCHpQMmFkAOozMSGlTZ4H5lCJFTITt5L1UiuXStf+rXSFK9JNVGzFA+oBDhF8WIdLrWgvMK3nilPFC3ncS2iTKxV2hCpotAKY8RkQ7yd8BtPrfI+F1JqIaMW4mq5vsEd0n+5Bi6KrcV2LWpUOYcXEuz+xc9xJXllL9249PeQxxnnGx1iOTvMvVrshnBv0uZe+VuHxNohLiuvlnlP5vlPuWMxvAqHdrvL4fFXbddlPBn5tGSAHTJEhyTZUwXgf7w4JBCXD+pwfy1KuQMy6wlYFITLdh0SdT/Ex6cWO+KI/zgIOPRdiqxnppT9wR/8Qb7hG75hr7L64R/+YX7qp36KH/3RH+Xbvu3brnyNUopHH330Y9/oI4444ogj7ns8a0TWL/7iL9K2V/VK/+7Fr/zKr+wVaj/xEz/Bo48+ytve9jb+4T/8h7zpTW962kTWYi1ccl2WwdgyMFvC3p1z+9yXhdhapocQ9rJpUUjJYL5tPTkbNpuA9xBjJoQBk8VK1Zx4OAl01zKDrjS2YTNuaE5bpvORdt3RP9hz+vAFH82Z5BWoSUinMVNWEixutZBjzaqhXGRCDehGk3XGWI2ymlW7IhZpz1NegRPbWibT+xNSzvhGrE/FZKoVtZPyis51+7wsGqgRIVYa0JPCKicETJFmPiJsbm3FqqT0npjp225ucUxM00TjG5y2FF0ZGPDe4Y0nI419U5ywFKZpwnqLX3mqruzCDje3F45hxPUSPE4VpRhGiDztDN1Zz6AG1Erhe8+kd5w9kFm5zINtBSLWwMMnlt4mxnDOadPQ24JdVYzS3L655aSvhJgJ1VC1Z6iV3HgaY9kx4aJi6BJprbmoFhMsY8y06xYTDVoZWt2QasZEg2/EGqeiwhiNSopr3TV00bS2YYwjhUrnOqKO6KoAhVeek/aE3bijsx2mGFbtGu00SSVCCmQrBEMm41svLZJqIuuCbfyck2VpT1oikRQS1inarsW1hrb3dElRy0TjPTZX2k5hTKVtLdvtxDBcoHyL95YUKzlaCWQvaq9qLJNY/rbDhjRlNHJuSROf2OY637M6W+FOHPb0gbklz0MRxdA1fSZEiTPopJhSQCvFdrvFd0LsZDPhGkWxiUb3oiaLdX/+rogoqzg5OQVgNZ/jty5ucXJygtKKJjfSYKqlTdFow7pd4ZwXZZ0R2621Fl1FiSWKpkqTW3JKtLajbVux0mLQbcEZUTCtraOUgXVr6FeGNA40D7cY7bl1MxFbDUXTmhVxG7FYNFpIayslFJv3TJxvz2l1Jy2MquBPHMqvyDHTn/VC+lYk5N8bXOspo6h1O9uincaXhrbrKCaTDJQi76ttW4ZhoOv6ubUw7HP/FhXkQthprVmv13vSCth/7mdnZ/sfAu5fyLFwJWn1ZGTWVa1340ImLURHd2nmwwUs9xcL4UL2dAfPuYPHi8rrcij8Mu9CYC0k1uGGLkqs4eD1l5VSbwN+BPg/Aa+69Pz7gP8W+D8An8uTYyGrLi//qWyLh3gq5dlVuGzFPGyRPFzuYjWEe2/T5XVfbpo8ZmMd8dzDRINaJMmwT7I8Pz+/a76maS7lvMqPu//6X//rfQ4tyA+MX/qlX8ov/uIv3nOdm82GF77whZRS+OzP/mz+6l/9q7z85S//+N/MEUccccQR9w2eMZH1VV/1VXc9rrXywQ9+kF/+5V/m27/925+1DXsuYLfb7TOxfuZnfoav+qqvQmvN537u5/Le9773aS9Hquelan4ZiKWU6PseMzfpLaHHi+VwURrUKpk2IQQZrK7XAISggIJSBa0dWlcgE2MC7TBak5UELLdti/eJUStRXuiK7S3D+Y5qK6Y3ODWhjUH5ZlYcJXbjQLNq0FpRQqbEQlWVWCK63gl4r0qUI5U7qieqkHRoUFVTZnXZFKdZbSbWzYkR4y2+dRJInTMoCdzGijJGe0PrDQqYtgGDpVLpTlr6tQyIc0hQFHYt4e3USolilawGDLJPldfoxmCVFZtbANc62S+mUtoi2VyDRjsNqYq6xmWqqZiqoQXnney7lcGtHNVU6KDVDdlntCl0TmF1pZBpvWW96injOdZaUpjISkPNGHPHUmWMpTENqRp0NuRaaduGMTVY1bC0YzW+Ie4SqmqcNSirqRS8bUh5h9HyHlNISOS5YRonYk20rmUqgWkMhDLNn5+UEjR9g7Fiac05C7lTDdppjNPkimSnWUPXy3K01rO9MdOeOFSj0CtN04myT6EwWFH7tDJQqyrRthYzN3gKKWtxvqC1omktIQ4YIzlwikIxFecaKBafPErBdrOVBkalCONGVDwlyuerFEYbtJmtjWomIFWhFCEQrTW03RlaSbbWFKc9QRVipO97bDUM6QJrrZDSUT4vay1NI+dHCC3ee9brFTEmUkrSfhgn+r6XXDgn2VApLCUPmqa509znvWe1Wsn1ISRKFnvoQnAbY7CNxRpDzEIiaQtDgFIUq9WalAaaxlNqQBmH1z2lOKyWea32lKlSUqaiQWlyyKA1Vjl8I7ZMpZSoraj7cxfg5GRNSlLMoCp447FGChoA2rYlxoAumqZvSC6BdRjjAGkZlHwrO79vu7dNg5D+kv1n9zZsaS60e8J/IQ+32+1dLa/3HSywRsL9L5NYh/fvZSscL99fLH0LobVgx92NhMuLDsmUQ4JlC3wEIZUOV35ZJQTwl4DnAT98sP7LRNbbgP8b8KeAP8ATw+jfjiiR3gp8GneH2//a/PcXkYbCy/j/AT8O/GngZQfv6fJO+1HgvfP2XrY0Xj5GPsDV+/FeuKpJclFlHWZkwd2quaeLq0L7jzjiuYOIv0uRFWdF1id90ifdNd+b3/xmvuM7vuOuaY899hg5Zx555JG7pj/yyCP85m/+5pXre+lLX8qP/uiP8pmf+Zncvn2b7//+7+fzP//z+Xf/7t/xiZ/4ic/COzriiCOOOOJ+wDMmss7Ozu56rLXmpS99Kd/5nd/5jHKhfjfgJS95Cf/oH/0jXvva1/LTP/3TvPGNbwTgIx/5CKenp097OTFGtPZ7cmqpjV8eL39DCKK2mFVbi8WmlCIBzbP6YLFWKVUoJRIC+/lrlbDtChChhkrZwWgbdICSCw5HDmKBgpmCKgnrDKFWSpExv7UWcsXqO19QahVLoioStG5Vw5QmrDHkkMk5kVTGoFE05Jips3qj5IxvGqwy5JKpZW4GRFNThQymseRYKFluOSVKliytUsrcjFjBQU0Syr00wlUgdpGmafCtl/BtU4guiuLmQb0P8S4K2TYKulWoLPlXNJBIlF0mKWnxq6kKsWaghIq2FdUpyWFqxSpWUkbNZKUxjhQiY9Oyq5VcWlJRdNFToqdyhikDY1Q0pqBjYac0uwRVWWppiMoTVUNUJ4yl45yO8+LY7daosSeeR9RW4ZJDJ02aEjVUsYCGhDdeeuhmy9eSYSZNk5IfRQM1IUHmtaKQ6dUViisStG+Q0H4nweI1QqpiF8ymUKqQniDkY63SErmoZXQRC6i1QhzmUaEtFKUYh0jbKbwzxFBRKlOKwhjFdpMIk8IZzxAqJWm0skxDxBnFbrsTRc8UMdWis6bmKu2SVUujoxLFFbmSBrGYZpXwTUOuov6xyhBCxNqKVoo4RhSKkCK2WmnKzFCiIYwV5RJEmHZCyLpsmVJi2ky0pw3j7YkQghyrvlK2hWQT0yjtosrP5Q1DJpPIOsn5pBQmGbGLpoxRBqpkiuWQxSZaCnWUjK+SCnWq2NIQdx7nLWXTkaNlF5mbLyNee7zqqLcnSsxUXZl2E3EbJTjeQHSR1GbwibotmGxRUhwJSMNjHCMlFKKZs6kMd5SPUfLptDbSBqkSzmpKlmOoFINE+9W9HXAYBqwVUr9WKXFYCK0QJCrYWss0Tfvr3mI1PMzUWjID70s8xNVE1lV/l/uX1ViHnNFGsVd53UVcLS+8lzrpkDjqgP8LoIHPnm/3CJ03G5HG6hvwiY/Atfm9tMvqnSjFPvIR+OgJlA/C9DlIc+GHEWvhBfBfzNv9knn6obLrS5FQ+EOS6hA35/kueKI98XD+/4CwfQNCJl3eRws+CPwUUICv46lD7g9xmby6Fxb74zP9+nUfk7JHHPEkmHBwQGRNyI8973//++/6rnxZjfWx4vM+7/P4vM/7vP3jz//8z+fTPu3T+Jt/82/yXd/1Xc/KOo444ogjjviPj2dMZP3tv/23fye24zmJN73pTXz1V381b3zjG/mSL/mS/X+cP/MzP8MrX/nKp70cscXcyYFZlB3LoGyxGC4kllJqH3AM7O2GywDOWjs3dtk5L6tBa8mqsVaRs2YaJpyypCGRbiW89kLOlIRJhjhFUaXMAd6qZCCRihbLkVI4bVFVk8eEShoixG3AVCNKIOMlbD1WDOYOyVUz3jeSJVQVCjDFAJU0Jdq2JeUsRJoBo2d1V66iDilg57ZEClhlKKpi7GzFxFBzxRlHJqG9Rs/vI3WJYjOxdeSHJSRedYpiJcA81CDkk0OIHlMYzCB5W+RZYaPJGyHawnmgNQ15zmgqY0E1iimPEgiuLDlldtOA01YygMbEWltKCZSTSo2OzhrKRcGpnjJGDC0mVnQJdE3LLsh7rrWSdMuUFUlbooZthaAV57cc+TzTloF0kTGToWwLZZMJFwEzaXLO8pk7sWPVLESM0w7XOAnsVwXXeFEH5oxp9RzOrpnySKGQo2SZUSGaSCiBMAaqrSQSIQTCLoKdWypDkryzUVryCoUpTTS5IRKprjCEQcLxNfimIdVEHMXSVHXBOoWxSFg7ECZNDBuoBqc90zAIqchISaJ0M8ZilSij7FqOy1wyYQhzMHyBLKSli45UMiUMQqBqzebWhhACVhnJgyqynSAkTde1xBwJNaKNJjBhsYy7CWctm6lQa6GO0gJojQGl5PzSQuRdPHZBzglnPFklSq3kmOZzXaNMIeVCGYRQTFPEWCONmkrUhyAkcjaZ6faIdgZlFGkQW6FvPI9/5DGAOyH22lJUZAqZuAuUVNkm2R9xF7E1k1VGr7VkiblC2mbUoAkhSulCrRhvCbuJmuFWuIVrHMogQf9lwq4saJjSJCpHixwrFKxzKOXx3hOj2itLtdaEMO2vkQuJFWPcWwmF5Kp7W+Hh9VQIY3N/K7KucYf8uYr7uNf/zoetd/bStHFpMVwWcGjru4xD8mqxEp4CXw38KzCfBQ87IdyW7Tzc1nYN6qehc/Kya9yZd+HORmDzWnjnp0N4Mfw68PZH4NYJ8M55uwLwKPBRYIOEmj9w8D5+76Ud4g5W8NXAH0YYwcvv7RDfjijTzngiDomqh+Z1P/9gHfcis+5lD9yn8HOHtDrMBru83svLuUrhdfk1R1XWEc8dxEvWwkWRdXp6+pQ/+j700EMYY/jwhz981/QPf/jDTzsDyznHK1/5St75znc+wy0/4ogjjjjifsYzJrLe//73o5Tay3N/6Zd+ib//9/8+L3vZy3j961//rG/g/Yw//sf/OF/4hV/IBz/4QV7xilfsp3/Jl3wJr33ta5/2csQWI19md7sd3ssvV0qpvTJrIadALF3b7Xb/69VCei3L0npul8uRnCe87/HeMo4RrRtCkIH8qT1lnEbiJuB6Sxkr0zjS6o6SqqiiVKWqjDWgdCGlSGsaUUgVUSTtNgMru2LcjeQx0Vf5xdsqQ5wS3ja0bctut6PtGsjgjJAmqihiSGinaX3Ljds3Wa/X2CqNbI1tcN5ye3NOLZJHpRELlkGTUsY6h7aiYss5i1WsVpx1nG9uY1cW4wxZZ/BwkS4Y0kh/1qNXmtRFRja4JqDURGSks9B5Q2shhRGlFWkaMa7B+hbvAlOx5HVDyKfszgPedujWEHRgvBjBgskaEwwhRVQSJVwOmXDhmKZKCIBSnK0858OIU4UULCpndE2Mu4FHn7emFEscA2hLwrIZEzSOoWiGsRLHip0q+dZOFDFBkXaRuEmUoeCTo6FFZQURMmkmKiWHyLRGbG5dzzRM6HYO0ldVwshbOQ632y25ZnbjjlQTTeNJKqPqiNGaCtjOMAwDYZpwSvKwQgrEGlBVYasTO2nOjOPIlEds79iFHb71oCslV7TSVF24dfMWbdtSVMR6Q4iBrusI08SwnXCmpXUdt2/eonEtOST6foX3jsZ5rHb0rqOqjhxnpU7WlFho+5aaqoS8T5FSCzGlfTh5CEFILyPHo28azjfn9H3POI445my2EBjDSA6JzvWEEFBdS53Hm61pcdnRWCFCS8wUVTldnfKBD3xALIm+MoRJtC+zGrFfy7mWw8QQdmjMXpEUxiD5b1SU0hhrsMYyjoPY81ovjYxGYRvLjY/cEBuiUVRd8a3HesPu1pYyFUoqpCkK2ZQrsRhUUfSpwxYHvmLDTH7vEuNM6PmuEQFLBmM1iSjNl7qQKeSc6LqeMm5QRtGsRfEWzyNaG9br+fieiyqapiElIUMX23QIAeccTdMwDMOeqFqs1wuRv1wLlyyt3W73jK/r/5vhkCB6KhHPgkNO5DKRBXCLmcx6gDs5TTvguxAL3w9xh6S53HYorZasv2m+zdv4icCLEK7pIe4QWi3QXr+z/ddGzh66xbXmFidcAJAxXHDCre01Nu+x8MvAzwP/sod3fhpCyNzgDslz2Xa3DHLvZRkEePjS48vEUOTJQ+gPrX8AX8vdIev3Io0K8PcRtdrXXbFOe8X9JYD/Xoqsy2H1l5d5+PeII54b2NGRDs6/cM+ygyfCe8/nfM7n8Na3vpWv/MqvBOTHire+9a180zd909NaRs6ZX/3VX+XLv/zLn9F2H3HEEUcccX/jGRNZX/3VX83rX/96vuZrvoYPfehDfOmXfimf/umfzt/7e3+PD33oQ7zpTW/6ndjO+xaPPvroE34VetWrXvWMlrEMupbBWEppn/uSc6ZtW2qdQ9WtZbfbHeQGtfvgY1FhVUrJKGXRWhRaOQdyHlCqYq0VS6AVFQoT1BHi7YiKmjpIU2DNYiWLMaBKprEaYwp9f4rdOJxzZJPIudC3PSYYDBpjG1TR6KpnO5rCKMO4Gxl3EupivGHcDtjOYpSRYOwMJVW8cew2O+zKolEYbZmGgFGGqip+ycGpCqXFnmSchiIWzZgDpliaxtOeNIy62QfL60aDrxKebSr2WqVbDazaETPdwuQBryIqbulNprWaRleymcgls77WkpVDW8/WwuObRFpfY2RkOnWo1hBGGV2W1mCLp6Qq9rUJvG8w2dA3HSiI0YBRJAw7q9CmJZmK7gK6ZkrNFH3B1p6KCsxldmMA07DzBc0Ju62ljhbOEzpqyoVYsDrTsbnYwAg2WDrXY6IhTQlnLAaxc3nnRYET58ZFXfErj/YKZTW+eKqV0PpaK940sr+NQmXoVrKebBO6EWLEdw29K2QyqWZqKSgDijlXbD7mrbVkCo1vsdaIjdMYfOehVnltht73M0FhccZhadFF45QB6/FW1GNnJ9cgg7LSbnnt9BoAq7bH4bDesbl9gfYeUzTJZFbdijQlxjCiDOTqpL0wBGKK9G6F10K+KqXomo6ShAi71l3DVUdNhZVd0yopI/BGCgvsrBRTSqGKwiSxlmo0NjsJb98k1u6EVb8S8hWL0hpt5fxWQVFzweGpSeyQNReMkX2xBMBTq1hHiwS+W23QSc4t21i88lx317Haii3SWwjgS4POmhTTvk3QasmRUyio4JNHTwpvGzbDBV45yZHTlqpkW7RRVA25JrQ36E6jnCKWiG0MJ9dOUDuFax0ajWkMqUukc8kK22zEHu2c24e6931/lxp1OW5OTk4Yx5G2bffZgdbafduhMWb/A8CzZVX5HcFlpRM8kZji4PEybeSJRBYHjzeIzTCdIjlPA2K9M4gi6QXc1Zy32BvX8/asD24PISTWS4BPhfWLPsrzVh+hZ0fPDk/AM9EQ6NlxjVtcQ4isDiERLzjh8dVDvP/ln8Svv/xlvPtTXy7k2D9z8MufwxNbDO8OgBYS6nKu1fKGlwD1Q2JomefpED4OIfrcpWmHPs5Da+YhCncIMHPFMpZteCpl1+FrrlJpxXvcP+KI5wYCHu5qLXxmJRzf8i3fwute9zp+7+/9vbzqVa/iLW95C9vtdt9i+Gf/7J/lBS94Ad/93d8NwHd+53fyuZ/7ubzkJS/h1q1bfN/3fR/vfe97+fqv//pn7T0dccQRRxzxHx/PmMj6tV/7tT1R8+M//uN8xmd8Br/wC7/Az/zMz/CN3/iN/0kRWdvtlu/5nu/hrW99Kx/5yEeeYHF597vf/bSWs2S8LCHuS1gx3MnLWkLea637zKylcn75C+xzs+R+nucvpDRhDGjJvSZNCTIQK2mb8K0jDwmSouqCKuzzaZTK1JzIuZJKxCPkh9Iag+QGeeXRxQhpUdVs+bNiG6uVmis1FVGX6EzRougqqe4VIKkmsXtVJUQLQlDVXLHaEnMEZjui0rINVQgwbUVlklJGKU02cwZRKCinUK2idhXWkPRE02046QNnZuQBG3H5Brqc0zJi1AZfIisMHZmoIsZUbLZU20BtuZ0ypsAYbjHZawTdU0lsnUN1lZQDKQCTJodCrhKsX2KRzKXGEkOiTpasHFOyFGXxrSXlCWMqlcQ4KmpzJraxrNhuJqzuCbuKzoY6FsqmkLeSGVY3wGwxq+cFXQxlyCQrn3caEmUq6M6Qq9jOUs0SiVPB+pmccFZyxmolqYwzWrKzYqV6KCqjnIZGoZJCGWmoVFqRVabYSi6yTaBkek7UqpkiqKrwWloTAYyyQhAZg0oKbeXzDynijMcrT1VQA/sMNiIYpTHK0NkWdIUq29w1PX3To7Vi1axpTYs3TrKyUuFiKhQqpApZyEZTDTWLKqsEIWFLyqRRBrTOWjlOdxFVNbrRlCIZb8u6ddHooim7QrFayGLknDWuoZZCKZBTRntNLZU6FbBI+cBU0EZRVCHHjO88Jdb5XJWcMRU0VVV0UZhqKDETk1iBdVVgQHuN7zw1COmmnCLfzlTEMludWD5pQO80ZVMkBy4qjDcQqmRYVSW5aEWhlaZsJeBdKzk3qQqNgqqgVKYp0PqGWhQosXda3wgxV5OQ7UUytNKYwENREtKfs93bKZfSC60Nxty5pi0E/1KIsQThH143l+vwcp28b3GVZe8Qh3lYhyTWR94K/+Jb4KVvgP/s6+6OZTpUS43AqCD1kP4BEuI+W+sW4uoyeXXt4PE17iiyPrXyiZ/yTl7Ee3gR7+H5fIBr3LqL0OrZ8SCP76cvRFag4RbXeA8v4t/yGfyrV38+P/+iL6I8upJ1/OyrkYMpIllWIATRjflNBSRQ/nAHXW4ovJdiK14x7fJOXpobLxNWh9OW+4evA2latEDD3Vljh9t5uC3/M/CPgf878Aruzss6fD9XEVZHEuuI5yYCnnpX2PszI7L+xJ/4E3z0ox/lTW96Ex/60If4rM/6LP7ZP/tn+wD4973vfXflId68eZNv+IZv4EMf+hDXr1/ncz7nc/hX/+pf8bKXvezZeUNHHHHEEUfcF3jGRFaMcf8r98/+7M/ymte8BoBP/dRP5YMf/OCzu3X3Ob7+67+ef/Ev/gVf8zVfwyd8wid8zAOnRVUwDMOezJqmad9AOE3TbKOxWHsnKFspxTiOe7WWc27OlgnkLHkySiVKibRtSwgjpUSc8yinWLdrBrMDpzBFlmuVQ1eNsZJ/ZRuLMhldAzXP7XUxEsfANuwwvcZWx5B2TNsJMxmYFCYbQpyYSmB10tPO6gqlFDFHmq5BVUXrW8YoVrLGN0zTREmVMIr4XBeN947tuBMFSK6kmHC6ULQQL00v7W/WWlZuhe0svvVEEm7tUK1Cd5q0StizhFdb3PRRHiBxkm6zCrfx00fpGejVgA23WXvoY6XViRRGQpDw7qw7qltBNOTJklaPsi0TN3aKNJ3h6Nle3CAnR6RH2TXT6FHKsNluIIhyJg5RPr/tyBhGrLdkMlorIZOqZBltdpZ0S3F2do2bj9/Eqp6qHNONCzrXUwfw2VEvhNhQO7sPB1eTZjqfsNUylhGrDOvmBGyFAs55sVzWTAjSTjjEHShFUqLkySWTjRBdKSaSTaSSROFmFUFN0CiKLnR9i7IK3WrKRiyezdpTqEzThG0ctrF06w4Msr5pR9xFtlvFGAaqrmgndjE0OGeledDJe3LOEVJAawVFkVKksQ0btyGFRJoiGoOz50ybkRClodBhMdWy225xxnF+fk4KidPVKTVXdtOA0RrjDMbLPhnG8Y6aShkhdEJFZUXfdMQpkoven38xRFSFxrWYmYQlV3IuWGuEtFWaxokVL5xLwPv5jQvUpMipMA4DbrYWa6WYoibFCEUxjgNt26IRtVZJhVAjOSWYM9pSEYIxTIG8m4PTpwH8rLpUQl7u6o6u7YhNZHtrC3HOrSqFsYwYjBB7ZS5ZiIZdKNhsKKEwpB3jOGK0oTYNNVeM1qy6FZthI4OKUglE1KjBK3zrCSngnSOkSDAT1jsKhfPzc6bphlgsZ0vnYjNcrnfWWvq+59atW/vr36JMTUlIsmEY9llawzAwDFdlQ90nWIisNVdbCy8TWUvmlN2CtaDP76ipFmJqRBRZ48EtAclCmkksy90KrMPbQ9xNZj0EvGjkhS94D5/CO3kJ79r//STez4M8Rs/AyXTB6naRssOPzNuwRJw1wIO/ze978a/xGc//VV7Me3j+Ix/kn3zjl3Pj2gvgg/8d/LsfRULmXzIvYMF7gf8X8MnAd3N1ntS9bHpXWfuuwqH66vBxvMd9uEOkHZJXV/3l0uMPIL8a3Lq0rEMyi4Pp8EQC6z7OfTviiCsgRNZhRtYzI7IAvumbvumeVsKf//mfv+vxD/3QD/FDP/RDz3gdRxxxxBFHPLfwjImsl7/85fzwD/8wf+SP/BH++T//5/sGkA984AM8+OCDz/oG3s/4p//0n/JTP/VTfMEXfMHHtZzD1q2mafYKq0VpEGOc7YeWcRxnu2Deq7YWS6IxZt9euBBi1mqMUTSNQ2uLcxqwlFpw2jEkRUuLqgpjDWmIWOtIJaIUlJypaSRNI6U6sYulTJ0K0zjhcBhnmIZEnETRxRQpyZNyJkySc6ONkVwtC7lkXHb43lNikaytWIgqMO0mmqaR1kTvZtVWmUPhlQSuW8k9Kkh7m9OOoQyi4nKaVBJaaaY4UhtwraX2FVYjbb/FbG/Q1Fs8z1VOyy3OyuN06SOs2HJmB2p8jGtWsS4KP2mm3SjEQwzkVhFNw3n1tLpjyonbZYOmJ6iCKZE4ndPrU6iJZDXKaXT1olSbo7njbsIbRwoZj0MXUZhZa3FJ1ChN11CmQqMbTto1026i9a205Y2FU30mbXdJoweNyRYTjQT3x4LeavQoSqiSFNpqMhmV5uIAr8hVSIA6k0a2saLQcgrbO1JKmKYBLUH8JCSAvzH06w6tDR5pyfSdZB9llUg6472nX6+Y0kTWcsxaPxcZlMSUZKRbqiijNIaUItM4UnWdSYyKNQ6r7azAgRKk+dBag60WhcZWS0l5vw9LqqSQCFNgjCOtaVFJsdvtaFxDnBJhmIhWWhxLyWirKFWOtVwLcYxi41MW5ZWQYcbSGs3KrxjyQI3SzumLKI28dji8WPMSM2Gp9yH4xhhpSdwmxkHI13SeGNJArRBjoo6VrutEhZcyukoWVKWggpYMKaKE6OeEwaCqkmY/XSUAPoEYSC26aE7UCVMY98pGFSIr19NOLXGM6KxhqJQq7YwlVbxyQqgOhkIl7kb0rHgqpRB3Ed2YmeSM5LmIoihpq7TGopXYJEMK+NYxhRHtFdpp7NphO0vWGedaQhACv9YqWWzzdXFRXi026mmSa0SMcf8jQIyR9XotmWvTtLdo17kY4L7Ekymy7kliAZ/9GnjRF0NZ33luIbGW+Z5AZB0s+1C5dY07BNbl27XI+qFbPG/1EV7Eb/ES3sVLeQf/Oe+Q+zfei3o3wjvdQAoHPwg8DtxGiCwDg4N/cBP+yBfAp/7+9/JJf+D9PNg8Tm92/JM//eX89k9P8AEF+YVw/inAb84LAbE/KuA6otK63Lx4C/inwB+b38hlPNVXnMsWwkOl12U11mV74GXl1WUS67I6C+AbEZvnA/Pjq0ipQwLuMo4k1hHPPUx4yl2KrONxfMQRRxxxxMePZ0xkfe/3fi+vfe1r+b7v+z5e97rX7UPO//E//sfPOBvquY7r16/zwAMPPPWMT4HFHrMQVNba/ePD1q1Sdhhj7iKzloauhfQKIeyVYVpLmLfkZiW0ruQcUSrSuIYaZABe5oF1SmI/yylTqGgrbXVKJRpvaCbDaB3eC1FyYtegobUd2SSxNFWFrhpv/Nwgp3FecnHEBlgwWtoGS8xMu0CJmRTEoqUKhGGCVsE0W86KIowB4wy1FmK+Q9xN0yRte8y2I2+oWuyL1UJ2GddYchto+y2reoFXF3TqNifThnX6CA+om6zTh7imz1nfSITHAitWQhAVg50ccYqSy9Qb1tc0108SD57c5KKx3NKGZoyclwI1EVULZR5y1IZkDXF0qKjIw0x6hEpVFTNJ+5wy4I0E2Bsj9reyKTCCWRtyLpTHCqEEUo6E88DUjkImFE3dVXJO6KzQjcYpR8yREsUmapQVe53yaKdprKdqGeR7P993onBTSrKsTGPwfUP1FaMNdu3YjVuUUfiVZGUZa8kh05iG9dmakIKQnSrjvRAVaZzJliJh3FpL/lLTNJDmtj2KkFS10LcS9u20FUI2yjGllcZZK8Qn7FspyaLuUlULsaSqqBMxlJBRaMiVmqpkR6ElX6oxtK6h6oYQprnFkTk03JGcF/FEAY8E1NdQRPk0ZspY6dpOiJaisUZUjK64mYxWeOWhKGKIkvnmjFg4s8UnB1XRmw6bnbQjZitqpirvo5oCVVNNpYyFgqii4iC9TyUVUoh435BrIUwT3jXS7Gi80KZZrMRucljtCNtIDRUUpJowW1Ff+eClMTFkXFVY68gpoyxibbQKfMU3nqKkndMbh9cNxhr5TH0DHlKTUI3YhKsq5FKlsdEJiaW1IWuxNhpn9tfBxTbYNM0+O/DQTr1kZsn1UOyFS6bWbrfb52QtuYEL0XVf4qqMrENcRWItb6dfyzQOpq8vvWZ53dMhsq4hYe6PAo/eCW2/xi2ezwd4Ee/hJbzzbhLrVxHO6d2I0Gi+1Y/AxRaGCayBH/fwswr+9Tvgb3wIVu8rfMWX/QzXPkmW/5P//R/jN/6/b4B/0sBPAO85BX4DIXweBP4fPDGQfcH/ALwLYc6+kau/0hySUPBEhdZTkVZPpsxaln9IWh2SWIfTF4Ls9NLjy9bCy8tecBz8H/HcRKS5S5GVPgZF1hFHHHHEEUdcxjP+lv8H/+Af5LHHHuP8/Jzr16/vp7/+9a+n7/tndePud3zXd30Xb3rTm/i7f/fvflzvfamQX+ril/tqVjgsg7FFXbAot0op+4bDpbJ+mUdrTSmGnAOlKEoZUCphTKTWEV00m/MtUQf5dayrWCS42jWerJKod1B4pzCq4q2maVuM1ZimwVaxYBkM2mgiEaMM1jrKTpQtjfeooghDYIpipdKN2QfNqwo1S56Wt47iCyiw2mK0xhpHiBPOSJC9VoZS66xA0ZRaiWNAWUWlEmKUljZt6c96oo3oXmPXW05c4IQdazewKhc8bC94SN/meeoGZ5sL6uNgLjw8ptBRY4KVvKYoyqaTk2uUpmAnS9kW6u0dZy84p1kl2v5BbumGvkS6ruOxUOm04RyFwbIJCpMbVKNosqdpW8ouS65RDJhkUUjeV6kVlZSQg2Ml7zLDzQG9FcuYqQYuhCwoYyGFTB4TXnmmOFGtKHqmmxMqK6w2eNtgkiHmSIqRi5xRXmE6TSEzTZPYDZVHeVHVRCKxijIvqURRmWoreEUykSlnvPHswiAWr2FuzvSWaufXb26LQociREsOYq1MEeMMJRaMtTiliDHhvMO1XqyOFXJMOC3EUNEFrz3aiEW15ArVYp0VAlVpsTxWjSmi0lr1axrdYJVBZc04jnjjWXdryJVVt6akwm63QxU5j4oSknHl5fyrWQjamiveesZpEmURhrzLs2pKIzxmoehMrmnOerKSF1et5M5NmaCBBLY4Sir0ZkXjGxJ3Sh7k/WVyKnLOFFHclVLEwoiizqUHjEjWVq2UqQrph0IFiFNCFUX2GTNaqGB2hpXqUeez2nFS5JCJoyiftNJYZdBKyGfjLCjwtmEcRtBgrVyfiDMhi4HlXGyEQDLOknQCU1mtVxRTaJxHeY1tDLoogo3oRqOU3Ye3H5ZXAPvMq4XkOjk5oda6V68eEl6LNXF5zeEPAfcdHuJONtUhSXWoxjoMdufg/lVB71epug5vHLzu0I54jT2R5R4958EHH+MhHp/zrm7yfD7IS3gnn8K7eDHv4VNuvxf1G8C/h7f9S/iv/xn8Nyv44lvw27dFoHWO0E4uwycMQs98dQH+BXvC6w982S/x0Ksf4xq3+Cdf9OX8y//sS+Gagv/xQfi1VyNk1hL8vgTCL8TSsiNeBdwEvuzSzjvcEf8L0tb4euAPcLfl77KV7yrS6rIK65AUO/wALquwLs9zFe5FZi24j4/fI454mphw5ANFVjrmvR1xxBFHHPEs4GP6udoYcxeJBfCiF73o2die5xR+4Ad+gHe961088sgjvOhFL9oPvBb8yq/8ytNazqIyUErtbYGHgcXLIG0hrqZp2ttultcvIe8xxpnEKtQqliljJPi9lIgxfia3PCZoSqjkbUYxq1qK2M2yLVQPWkmAsrcGoyCTsUpIF101JVdyzFhEKVOLTK9JcpiWZqyFEFAoVEFC32NGFQURlGYf7q6qZBKpKsHuYjkT+1utEs5dK6iqUaWINY0qgduafUuhaQ2TntB9pukmurJlXW6zKrc4LTd4sN7mYX2Th27dZnxvRj+uKI8XeKxSpwqxQkDCsoNCrRVmZVC3FZxAXYmq5eFHt5gTIRwyimosgwZsINTEpETVslhBmcmxMhRM0KSd7KMUsoxbMnfyyMYMJ2JLK2Mh7yQ8PG0y0Ulwe82FPGaiThArpjUSEH4hpFiq4LpCMYVUE4lIzRFdNY0X5UuqkrOkVYIle0glspVt19ZQUiHqhDaaYrSE72sIKqCVxuPRVqGNJutCRVrsapGcKFEHVVGQzaHnpRQhM9VMqijJazPFUsiAYRomlFuI3Co2OKWgZlSWFr9SNSUVapTjoMzrUglsazDKSsh4keB5hZBUqs7HYxZro8oVZUROV4sQpzkkUUVlCXRHSgKpVMkEi3Js1ySKrqIqOSUJrrdSXICCkudiA11RRfLfVFWkmWxSWWGKQVdRZKmiJPdMQaVQBlEtinpNk7Oo7Wqo1Fxkn+wg5bk0IVfKlLHVkXQih4zJWrKzlYTym6KoYyHHQg1yLimlJfDdQk4FVSUInooEuOtCbWW9FEUuQtoVJKieAspqCfKvQrBpK8dT1UiJgJ3z4d0cdF+KlELMpNRyzVhs04udcbnGLflZh22Fy/PLDwDL9fS+xbX51lawCey8rcnMmVZK/odelFeJu1VYh7hMUD1VJNSSrbUnssRGeG11iwd5nEf48P7vJ/ABPon3yy2/H/dbwPuA34Jf+U1oJvj5C/jPpzsuw4XIskg/4jcCJyN8+N/DI1skd/4cXr59N90X/49c4yaPfMqH+alv+nLG9QPwPzj45c8E/v28tAuE5FmWvBA/Z8DXI1a9ew2O34eQQ/+BJzJ9l0mtq5RZy047tB1eJsDcpfkOd/bTxeWcrKdDhB1xxP2PkR7DnR97pXbkiCOOOOKIIz4+PK1vWZ/92Z/NW9/6Vq5fv84rX/nKJw01f7rkze8GfOVXfuWzspyFpFrUVIdWGuCu55bcl0WxtUw7bO8SMmwhuDK1ppnoquQc0Lreaf0LCttaypAxreRYKa1QRixUaGktLGGHZo2d87tU1dQMzGoVVRUksQZS2JNVFWkqrFUa1UopQphoLSRWWV6vWf7VLK9hXr6qCqssaMlTkmXNpJdSkIXA0o1BmUomg61EHdGtou0zHRNd3dKVc07LTU7LLU7SY1zfPUb9bQPvAR5TqFsK81FLGS23omKyWgrjoqMbDKcfyjxw26CuKdyZQxsNtfIgI+r6TaaimAr0JTHlFlc9WvWg5lwzNHnMqABqgrItlE2FnIVoKJo8FWqaGzAj1AkhQi4KKinICjUosELU1KQgSkucRs/kToUBrDbyWU9K2q8LQrAIczkTBHeUfkWVmSBRoKDqirGitiuuCOHYKqoVxV11leqFWLG9QWmxwWFBa4Uybh/cXmuVdTPnYsVCKZJrpc1sOzUSil5SoZbKOE57K5lSGpWFoKkaTNWUWqhJ2jh1EQI1KbHGTUMgpQhJ4bQlDokwBkpTZuuhJtYox1Gcz6UhkVTCNBpl5BiTo1JRmcnYpITkWpoOY50JMUWOEnKvirvTvqnlXEshoaoilijzlow1BlssKshnreYMMrQQwTlmKV4ooIPeE01C6Ao5VqNso9Ja1INFybYVjZpAJyHDbbGioBorpVTJxEsi19E6U2uYLZEVawveS1Wizg42ilIyqhGSuKgKpco2u9nqVwva2T3xhJZrUCqZmAPVVVJJGGUwHiEM25kct56U9BOUpQu5tdxfFKuLjXqxFR7OsxzLUpBhnpVr9O8IHgLWI64NGHtHeZOTJSdDSQZsg3hAeWqX2WWl1fJ4eW75exD2rq9tObl2QdfsuM4tTrjgwUWNdfu9PHJyi+frD/E8PsIjfJjTD8c7ge6Pw9eewGd08Elb0UUdrqI72LSI0E+PA3wAHjl47pP5EK/54p/khA3d2cBPfuMf47Z9VBbyv/wehMwaDpaykFodQvZ08/RljZdD018LfC7wSVfssENkJOjr4YNpT2Y7vLycj5XAOlRhHX7QR9XKEb87MOEwB4qsTPiPuDVHHHHEEUf8bsHT+rb1FV/xFXzgAx/g+vXrzxp587sBb37zm5+1ZS2qgiUbpuvkS/kyUFsIrGmSgOwl2NhaSwjhrmYvCUF2lGKpVbPbbbE20XWKaQo4J4PFYTtQDSinoBElzbSb6H0PCjJJiAISu90WbXoJk08Fq620CIaCVpJjZJXFKI1RRhQepeK8o+bKOIxzoLaobURVJYqOmhFlSJKcqKwzJWZcK6HZ026iW3Uy4DWiXjNKVGq1VCIZ4/SctSS2rmI91iuatcH5LS5uWamRtZ54oIk8yMDzzQ7/Hxx8FLqbHXwE1G3Le84jG2vZOM1FzqRaybXycNfRjSOP3IZP2Gn0YNBeMdVI33U873Si9lEsYUWhVSUXTXYtY25QscNmi40WIkxlIk2J1rQYJSq8tIvEUfKhapaBudkZTDHYyUpWV9X44rDFimVPZZIOc5C/SIZCgBAGVqtTvPdi9TKSZ6XqTEQBRs37UxuU1/jWURuovuJ7R/EVd+qYktg7bbWzoqZSTJFw9WTntUac90KE+pmIVZKvteSbaW0w2qJTwlgJJUdD6xpa04o6UcmxWFRhLNLeqbWQVE47UkkoLUSG0RJQT65kmzFeyJ5aKqYYXONorGRxucbjcTRtS9dImHrf9KSQsFjqVDDOEIkoDa7zohKzkGMhV1EjViolFrx35ClTQqa1nZBEUYLrSZWqRB2otBISN2rSFGcV2kz+6MpqtcJqizOJlOfMr5nczjHjtZvVjJoYAxUw2syKLiGNXfFQqmRvacnlIkHdCdHn2rnRtASUqnhfKSVS6w5rC7VO1LpF6xbvPd5Xak0YI4RqLSv0aICEXmmss5SpzM2oarb9akqUMoHFEq30bO/TyLFpIGQpOvBtZTCQtVyPljbcGCPGmH24+3INVEqx2Ww4OTnBObdXprZtizFmr9Q6zBm8rzOy1iPteke/vjv7KSdDToZpbIjJgHVPnxe5TGYdElpWlF+6Dfh2ol8PnJgLTrj7do1bxH/7m/zPr/+HvPgzV/zFv/VCrnGTk3whgqgRCXKfQAd4lYUPF6FiThA66ZS7DYAL3bRPndqC+zDwvwIreIG5wZf+gZ/FkKCBf/R//Eo248Oyrre/BCGqbnDH8rdYDR13SKxlTVc1ED6fRR18B5cVT98L/Dqi8Pq8K+a9nI912Qb4VB/Skyms7kVmHXHEcx+BBnOQkZWPJO0RRxxxxBHPAp7Wt6U3v/nNaK35fb/v9/F1X/d1/Kk/9ac4OTn5nd625wRu3brFT/zET/Cud72Lv/gX/yIPPPAAv/Irv8IjjzzCC17wgqe1jFIK1ooawXu/DzE3xuwzY5ZGwmEYCCFw8+ZN2rZlGAaappHQc+cYR/GeTNOWYYC2bTk5WdO2kPM5bdsCDZtN4PTsjF3e4vB0XSch2NrRVI/Oipo9cYhcPL7i/KHrXJQHuPneW+iPKNSFZpomQgh0tiXuEiu3Im8K02Mb2tQyTRNpm+jXnQwskYbBNEYMlnbVUapkKaUpsd1twML6+poxTMTbESL0tmO8JWTWMA4Ya7CtZXdri2s9169f58bF45SxonqwOPRGM4SB8bEB95Di5LQBOnLtmCZPdQ/SULn+0HvpJkseM5mE7SyPqkzeBCg9O63ZjiPGGM7f8x4e9g5/Enh8BZOfWJ328LBi4zbcGB/lP2w079sNnLvMDZW5ZWDnNBf/IVMev4m9MOw+MDB+dKQvPfFmpDUNcSfKoda0eO2JKdE2LcOwQzvNtdMzbmxu0roW7x03bz5G03hiDJQSyXk75ww5vDfkHPFesdvdYLtV1Apdt8a5hhwLq34lVsFNJNRA1dJyp500BzrtsaNlmgIhBQqF7bAlpAndaExreeCh64QQWLHGagsBypAJORCHiNaeVbdiu90SghQSOAPKQI2VzbTBGrEsjmXAKsuNmzf350XXCakyDiPUyjiOKC1kRtd2GC9qJ6cdvmmkBCEkfNOQQiS2ojh6fPsYne+oGeIUMUZzcXtDrZWz9SmgCLuAQQtJ2HmmEpjyKKRsyPRtT+c7sko0rsEaBxFph0xa7HljkbDzKuqrEAJDPJeWxpBoXUsMiVW3YtjsmEKg8Z73//b7ULPqrKaK7zx93xODKKQubm9wTvLr5FohpOSiRHIJ4hgotWJZFG2ZTnW0uqFosR2fn9+g6yy1Dmy3I33f0jSFcdzRtpqmUZQyMU2BzSZijBDpziVKmUjJUJpMS0uYFON2xGtPJhNzxHhD3RV20442t+wGy+7/396fh8t11Hf++KvO2svdLMmSjBcUMBgbDMZhSfxAcAhhCxBPIBDmhwEDTiAJhGGYEAjBBAJMyDBAIGCGPGxhJyxPJkMyDN8QwBmGQMAYs9vB2GDLtpare3s5W53z+6Pqc7q61ZJlWbKurHo9Tz+9nT5dp06d1q233p93FSNO2nIS+1bX6G/ukxc5nZUOVRORBSVqCPm+DJ2PGY32tKXRq6urNE3DSSedxHA4JAxDlpeXUUqxurpKHMdteWGe56yvr3PqqacyGAzaMsQsyw7qHj7WLKys0+2PScnb1ypCdBhRkBBGFWWkgXh+3pU8nldm6ApZVjBLOwVJWpCSk1C0wlWPEYuss9CKWQOK/pCwKTl5KywyIKUgrPT+3xMBISz2Icqg0ibgHcxjt0hOXu927GMNrMFnvwqjn8FTlvfxwPOu5CbuxnX9HVxx4a8ap+xPvgh7rwbuPXOwImqJsAX7l/wdSBSaJyqdBVyN8YvJwbmh7/Oez9vf7CT9cEoE52V9eTzHJwUJgePIclcw9Hg8Ho/ncDnkv5K++MUv8t73vpeXvvSlvOQlL+EpT3kKz33uc3n4wx9+NNu3obnqqqt41KMexfLyMtdddx2XXnopmzZt4lOf+hTXX389H/jABw5pP0VRMB6bP36DIGjDjqWkSsQs14EVRVG7TRzHbfnheDy2bi6FUpqqykmSLnVdEYZQFBkwIE27rO9aR3c1URqjUijzgqo05VdB34SUswbhasxw28lE2WmEg12wBs2gZjFdICenHjbERcymxU2Ug5I8zKkrTRgGBE2MqhRVZkKsqeUYNXvW9hATmZUJC02W5axsWYaxoi5riqYwmU9JZMq7wgBGphSpzEtUpVjbs48mayBWVKpADzTdpkfVVDRpzVhn5IOA8ZYezbaSrBgyqjfR6XQoi4bd1T5O2XwT/TJE9QL0Pg1bFM1qSbcu6FchJ1l3U7qU090SkHc1wZYAdRLUP1eTnxJxU7OdXfkmbq5PYpdaZG+1zFq8hVW9TLWnT3VrRXFzQTyKKPeUlHsLslKhsoAgDQiKkFAH1GNNHdQEmLK5SEfUZc1QjQBYW9uLUtqusjcijkNTnkdhc9A0a2trKBVRlsZNY94PKEtlHSsN+U05QTcg6AZEvYggMavtBWVANS7J84zRqibohQRdBYGiGZtQ76AMYQyDYgi6IUlTkiRmMBzSqMYKYTFlVrFa76PI83aclpUJkNdaU2sNiVnpL9CKOE5IMuMei+OYsDBOtKouaRqI88TkIA1C0qBDUBsXTzbMyNdyqrIiTRLSJkUVEJTKrN44LhjsHaILTRIlNEENg4Y4ikyJnQpIqphsZFxnSZjS1JjVBVXEYDAgqAPKUUVZV0Td2NQAaghVSKCNmBapmGpsSt+i2oxpqoZIRQRVYAL8x9oIM4T0w75ZDbETUFWlyUgDyrWS4XBgXHJxQF3WlEFJbFeILJvKrP7YmFUgqcxKg02hiToJ1agiH+dmJUoNaZowGo2p6xxoCIKKpinYu3cVpaDfj6kq6HRiu9BERFUpimJsf2tyoigmDFPG45q4SQi1WYihHBUUZU4QhkRE1E1NWnXoVB2aISRVTLnLCKE1NVEYmTyv0ngHs51jyptL6vVVmsZM3pPECOvGGZZQliVlWTIajYiiiDRN0VpPShgxrq89e4wQFsdxG5g/m1u4kej2x/QYEaIJqdBEhITGVRqFRJEjHM2uPHhbGeDtSoZZK5iJaJWQ02PcClldRu3zHiO6jDjpnhWv/+rD2MJueqyaVkUhhCbTjNTe+sAy9CLoiR4n7wGtRjdvob++efjyr0LwLXj8k2DzebtZwaxmyEpjwt/Hf4ipi34VJgurYhICL50xz+ExLzh93p888trT7c0VxQ70J9LsAbnc1pg7nNwsj+f4xQhZE0dW7UsLPR6Px3MEOOS/kB7+8Ifz8Ic/nLe97W18/OMf533vex+PeMQjOPPMM3nuc5/Ls571LLZv334027rheMlLXsKzn/1s3vjGN0451B7/+MfzH//jfzzk/TRNjVJGrJLSwSiK2pKaOI6nsmHcUGPzeePMKIqifRxFAVEUEIaKui4piowgKChLUGrMwkJDXcekYUpSJTTroAsjoGTrYxKdgNIQg1pVFKsnk67XNHsaoiymGdcEOiCtOybQmYZgqGhGJjcnDCt7XKF1lpk/7oMgIBtlhGFAlVfoRpOmJrMn0IpiX4nu1CbcuqrJy4LeonGfVGWF0iarR2caFSj0eg2JKeEKwpAgDQkGyoTJJzWBCkxYexCw2tlEudBAEBKXe1mtKk4KNHmUcMrpN7OyqaBZrVFrAcEwoKwqlDaZVkVRQKFgC0S9kPjkGLUE+zafxC31FnbVy/ws67NHncweFlllmfVyE8Xek4j2adjbEAwCmgGkWUI5LojrBFWaksqgCEiilEbXJqjbZogFBMRpQhA0tvxrbHPOjDilVEKSBG0WUBw3VJURtILAjI/aCkEQEoYBWkMQdAirgKAyqzMmcUJYhbZcKERVipqGWMUmcD8KzGqDuiSsAuJeTLm3AhRRGhL3Exa0ERTywmRCNaXJeQqL0KxMWMUEZU0UhVSVCa1XmSLLciIV0qiGeBQTxxGJTgkCZVYQzI2jKK4itK7p5B3iPCasQoIyoBmahQOauqFJQaWKmIQ4jswqhUVqxNGqJiUxuWt1QD2qSVVCQAg1FKPSBLjHiiRM7IqaDVFmkskVirrUNHVNlCTk48KUzlZm/DdVQ5mVZsXNMKTbdKnQqFJRZiW1rklqWyYYKKIwRBGQ6gSdacLSuDPrvEbXmt5iTBxExEToqiasQxibpPmmNFH4ZnEARVgGqCaGkTk2VQQQN/b3ILOldkbw1HpsbzlRpIiikKYxOVXG5dQhCCqqCpQyIkEQVARBQ10nxGVMo2qarDaLIRQBSS8hzEPiICLSIdHYXLOoLnVpMu+iODTibC8mUiFZnpHmKQEBRQgQteHs3W53KrgdaF2nshKhcYvF7e+ilMywsRsAAGoGSURBVBZKebX8fm5URFSK7FL0EZqcFE1IGGqqKrTB78x3ZAmzz50crLhTkHSK/coHe4xYYL0VsETc6jFq3xORKyEnpKIKQ+iXJl/dvd0NE94u3x1iRKpZrUdjSgU1E30mhf98Dgy3QG8ZbqXLOoussgK7FKwCJ/8R/OxaqB8KXGN3JrlYs8s9dpkflj4rarmdNe81NwfrYILWwZh3Yg4HL2Z5jm+KOiGoHUdW7R1ZHo/H47nj3O6/jvr9PpdccgmXXHIJ11xzDe9973v5q7/6K/7kT/6Exz72sfzd3/3d0WjnhuRrX/sa73rXu/Z7/dRTT2Xnzp2HvJ9Op0sUdRiNjOumaZp2QucGGgeBKT+UPCy5l/ysbrfrTAAD4jiwAe9jkkQBZuIXhgFQsLS0SFUFxDqiGJQmPLuqSYMOxgDUUAeaKqyIljSD3UNYVYTDELIAPdbUdUMcROi8Zs+eveiBpqkqFhYUZZlRljULC8tgVx4sSyOyKJXS63TJ8wKtSyt6KUajkRHWmoYkNnlLQRZQFRV0TSi3qgOiTkgDLKoFuk2X0cC4NSIi6rWaUIdUWUUapqRJQrm3pAlguHkbekWRlRHLdcAQRRF1KZoFVpcHLCzuY6EesKJjmtwG0WeKpEpQdQB9RbOcst5d4dayx75gC2vxydxc9Lkl7rPKMrcWPdazJarVBeI1YLWBvYpoEMEAGENadYi1KU9rqpqgMrlVSZLYsOsKpUpAWxeKYjgc0+2GNE3MeJyTJCnGidW0gmUQpCwvd1EqYjgcojW2XDUgTTtEUZeqauj3NwEJRVGi6woyRWjD1LtBF9VA2Inalf2ooRt0GWQDU34XxCx2I+qqJigCOmGHlc4KhcrJdM5oPCKNEpI0YdSMjfhaGIEuIiTTeStOmpUXG5OnNTQr5lXrplRNa22CzFVgsqCakKiJCIchUWzE37g0we1VVaFHFVWnIkligjCkWjOfX1ALNKqBcUOcJJS6pKGmp40tRJeaBRbQRUW9VpvyySaiqWs6VYdUpYTKLnAwVEbAyQPiOmpD3Bvd0A26BDogUiZkX6MJg5D1cp261CRhQhgElGVFXTSQm5UIwyKkLk1bu6pjVv3LbH5caFZdrCtNWAV04g5VUbVB6kVR0OmYUPAsMyJxksR0u6kdQyWdTmNdnA1lWRMEmk2bFjBLi5bEcUBd5ygVkufrgKLTCWmaiDCEui4oy3WiaNGE3VdQjxvSuEPcj9G6glqRNillUVAPzDVIYFe8HGuavRgRUEeoOiAuYtIqhR4U0SJ53ml/9+I4piiKNrS90+m0qxQOh8PWlSVO1DRN6fV6rZsVzH8GiGNrI5KQm5I9K2RpQpMRRYLWIbqKzOqFGQcXspjzWgREDWFUkYR5Wz5YfeEKvv6qj/DQ1z6aHRdub91YrlNLXFmLDOgxJrXuCU1E0wFlXVhswjiu+ky0lhBT1pgyCZqX9g0xxzIExGzWh2duAs4GzoAbOJ3r2MF17DBlhRVwz98w+/0pUJ2NEav2YELfR0yvGgiHV8o3i6vCzQpa3wD+Angm8Kszn3OdYbfnz6vbarMvNfQcv4wHXVQwWbWwGdyWpdTj8Xg8ntvmDv1VdOaZZ/KKV7yCu9/97rz85S/nf/2v/3Wk2nVckKYpa2tr+73+wx/+kJNPPnnOJ+YT2pUAJbAYaCdjQRC0EzJxW6Vp2pYViuglzgTJjlGqdkoOK7MSnapoGo1SGVoPgYS6TmhGKUVhSnJ0VdM0NTpvoGjQdY2KFc3NDXqPJhnHROOQoAiMS0k3aIyLKB/kRtgIxmjdoJRxcUCG1lCWhV2VLEKphiBIiaKSptEEAcRxQJ5XBEFEEJjyoICQMA9J6xQ1VkR1SF0rI1ipBlUr8j25cYQlxjWjR9qs3hYFpJ2UJEmos4a60TQVDIabWVtQDDoRWZhSBssM60WW1DrLSUZPjVlNIarH9MK6FQzDKGRYxVTJMkW8xC15lzV1EsNoM2udHutZl335AqPViHBvSLAP4kFMsGZKFoOxcQ81g4Z+3aMZN1AqmqYGlBX0TGkeQJaJ06RCKWiasS2/0oShcVmZcSIOvZow1IShsuOmIU1DwjC25XoJWlcEQYhSBU1jVwksA7K1jHIQEHcjKlWhlSbpNxBDupBSVNbtVzQ0UU0xLNGxaZ8uCugpkpUYpQMSnVAMC4IwpKYhKkNQNmg+MCsj1nlNGITGWScrMSro0iWqYnRV0RQwGoytKGVWAIyCyATHj2uC3IhbxgEYEFYhedagR5oyVtShWbkxjALCwJTo1Q1EZUQn7qBQpLbcoaor0iAlqzMYYcQyFULdkAJBGZjVMVHUo5qcAtUoqlJT5RVREKOtyyyKYpo4IAghbEwoe0xMpjUoKHRJVZVtJl4cJ3S7HaIonHIRmXFXEUWhfc+u0kljhV8zVqqqsIJTSBBUtgywJgwLW05YolRKtwt1XZGmARASRQ1lWWCK/My+jNil7H0MGLG6qsxvShCU1HWBuPtAo1Ror/MASojCiHpYEwYRqjYB9rFKzIqghNS6ps5qIlu6HAQNnY6x58jCFfKb2DSNzfUzgmxVVaRpOrUioVtCGMdx+5spzqyNSoQm0AU3vfStJGffg5XffjKayORk2cB3KnXwfKzJzib37a0i7RT0GFuRasStV/6AtAPZt37EyoWdVrRKKdp7V9BKyVuhrSBhfTlmaXM5EaUiYCtGaJJsLitmNQmo2GnrECN8iSsLjOC1GbgP/OznNvE9zuG7nMNPf7LDbLcCnObse2cPVs/BlBbuZrKC4TzX0oEUvwP92eMKVtKZ1Zz3b7SPb2DaDeZu4+7nQByq4PYpzLE+7xC393g2FnmWoOKJC6vJvCPL4/F4PHecwxayvvSlL/Ge97yHT37ykwRBwFOf+lSe+9znHsm2bXie9KQn8ZrXvIaPf/zjgJlQXX/99bzsZS/jyU9+8iHvR8QmcR8A7cTMdWKJkNU0jcnGwQgZ4jqQlb0k7DgINHVdkecZWjckCZRlTZKUNM3QCiVdoIPWRggxKx4mNOMaXZn9qiSgCHLUKCAddVBDIxrURQ2VthPHkJKCKNGYhcLGQEUYxkBmJ+dmxbQ4NsdZ1xlxrNG6sGH2oSknq3OCoCYIlC0lKgnDuF3trdG1WRXRTvjLkVnlLNABSmOcPXVI2AlJggS1pqijmrrWVKUmyELy0SbWTzoJvWlAnawyqlbYp8asRRm9oGRvVKF0TiesCWJFVVX0en0GZYhOFsnosasOWVfLrOoeA7XCoOjB7oD+HjPRU0OFGiiisVnFMagCs+pd1BARUWFECCMMNHZVv4yyzFCqpq5BKagqI1o1TW5dV1hRsqZpzPgxLpuGujYB10EQMxqN7Ip/Gq1DmqagKBrqWpFlxskQBClFocmymiCIyHPjnNNNRd6NCTsh5b6SQucoFVCjaaKAWlXUqjZCYp4xjIZUKyVKGQF2PBiZ7KsgoKGBpqGuGgKlCKOI3OZm5blxZkUqMqWMUUwQBjTa5KgVe3PihZgmNNdBEAWg7GqVdUndNFA31MpeA1lDWRVUqjSCV12jlVl5k6ahKjRxLyLtp6afygAFNEVo8thyI9CGVUiYhKhaoYC6qmm0GbdFUVDWBUmSUta2nK0TUdcFRVESRSF5HpiMuCBEqbod/1WV2RLg0grQXYKgTxQpoCQMjXBkxgPkuZn117Wy4lWO1tA0Gq0DWzKaWSdTSFWNCQLzG2LOdU4Y6lbALMsMrQuUqqiqgqIYE0WqDUc3K1ymtpQwQqkSpRrCEJQKrTAW0jQpYVijtRHL6hr7O9RDVakpyWxANYpyXBIlERQNddNQDArixQgVK4pbC6JqZH8bVCvaS5C7lFSDKSWUfEDZbhJ+H7Ziv5Rey/ONSoimvGk3w6//gMH/+x4rvz35N0NXIbWUFcJ8J5boLHNFLMzqhDbcvceYLiMe9AcPpfrVTdzznIRlVq0TaxIAL/dSYhi2ipMJos/DlHKpJN5sv9vmXLUuLFsu+L0b4eJXwK9eAG/4L0yEK3GXyfMQWIY99+rwbc7lKs7lGs6E1dgE1W+3+5Tg+hVgJ7BrCQZLGBF2HfPvzYeAvwb+M/DgOT3ulhfK48Mp27vI7v9uzoHMClpwZJxhAB/HLPv5VIwVzruyPMcXTZ7SJJOMLPL0wBt7PB6Px3OI3K6/iG688Ube97738b73vY9rrrmGCy64gL/8y7/kqU99Kv1+/7Z3cBfjTW96E095ylPYunUr4/GYRzziEdx000384i/+Iq973esOeT91XZOmJsS9qoygVVXVVB6M5MVEVgQYjUZT+TDixpIl5434VQAB3a4pD2qagjSNUKoijjX9fkxRlNR1gDGAlQSBpqoytI6hCtuSr36vT747J9+dE+cJTVChdUldm1KestRU1QClMqqqYGHB5O7keUGa0pa+gbbHFBHHHYpiTF2bckOtY0ajnCgKCcMuTSP/fQ/jsSYMQ7Q2LpUw7BMEIU1T0+sZMYYyoKkwuVaVCU0v95Wkyyk61NSDGrWgyG4dU3QLgpWA1cWE4dZTiRe79KIx3aogrocsdUJipekFAZQVtdbUg5CiUuhyiSLosjuLyKsFivVFqt2aak+O3ldR7CmpVksYQDiOCEbKlFoVIU0GURNa0TGnaQrKMrPCHSSJKf8qiqwdB0HQt321hikFqxiPM7rdZL+JepJICVYIxBTFkLI0gmCSdImigLpWpGnHur9y6/pp7M2EwjdNl07SpSoqYhUTNRFVWZGVFSSKJIwhNOVbSR3TVV0W6yVKbVbPq8YVSZS0ixOAWVnPhHAH6Nw43JqiacUKXVZUGAdSWVaEYUC37NKs1mgFmgpi2vKzIDKB+HWpbUB5ZVclDImThLiOybIxQWSOvyxLglpRjxsG2QClFN1u1/ZzSV2XlKVxnulMkw8yKxQ1hKHkSBnBKo4TmmZEGKbUdUZZGrdcFDXtyqNKmXMVBGbFxSDQRJGyOWZQVQ1BUDAej9tzrXVJECiUitpru6qqdlXTus5tH2KvGxGTjKuvacbUdWzdeSFBoGmaiqYJyfORdXGNKcusXRRCHH2dTmJ/j3LK0owT4+SsAXEmltYdaPorDCGKTElgGAaEYW4+Nwgp8pKamriJUTZ7Lag13YUuQRNSU5OMY+K0oiwbsqxsy6Trum5/+0SYktJCKcHO85w0TdttXXFfxohkDm5UktO2csqfPIvglK1owgNv6EZByfOK/cQr9xZGekqYWmRAP8jYfL8em9hlVyOcFrBCzGe6bQi9lD2aLx/RhWXYogeoFOOwcsoJm8jMUddQNJ2G1U7ArffqUZAYp5k9RlcgG9PjBk7n6zyIb3N/duebzTFssceyYm8iZG0BdmHys1YVrC5BtsQk12rkdNY8V9SBxKtDde8pjE0MjMDkfnaeoHVH+UOMA235CO7T47kTySOIo+nnHo/H4/HcQQ75X5PHPe5xfP7zn2fLli0885nP5DnPeQ5nnXXW0Wzbhmd5eZn/83/+D1dccQVXXXUVg8GAn//5n+dXfuVXbtd+8jxjPC6nHAQmnNmUESZJ0k52zapzui1FjKKIJEnI87wtyzE5WABm4mlmGjVhWNsSoRHd7gJZtkpdR4ShJkliqmpMHIfs2zeg01kEYlS9SLVaoboB3XGPtb1rBGmB1pkt6VG2PQ0rKzFVlVGWBVVlhKduVwFjoiixWTuK4XBAXSesru5FqYY0jWz5Uk6nY8qCTCh1QVmOWFxcIkk0SgV2BTOzalVdm0ytTqdHUWjiuE8QRIQqMfpX3ZDvzSn2FNRxTbwphjWoVUOymFCslgSLIdWeCr2wzKi7RNBXxAsBN2uNUpq+CinLMeNRYcridEKRxURFl2ZYo0YB1eoYRpDvzgjHEaw3hMOQuIrpNl30qKYaVgRNQKNqwqgkzwc0TWHL/xSgSGwmVBSZx2EY0TQRvV5KHAc0TcRotE5ZlnS7oFRJr9e1ZYPGnSMB58NhRWUddWVZMR5XRFFKFJnyrTDskKZdjKDYIwwDlCqI44i6zsnzirW1vURRSlV1WvfLeJQZoShO7ApxEd1ujyiKyfZlE1Eq14yaof3+0pbCQpFlNuy9otERjdY0VUmSpNRBTVUZx9nKSheta7KsQeuaKDIllHWdAQ293oJ1qdUM8oyqGqMUdDoR3W63FXMhRKmGothnnTyKIBi3YonWhS1tDRiNVgHo9RaJ45KiqKiqyoqKoRWxKuseFNdjSRw31tWkyfOcus6IopQ4jmzwvsk70zqfclZGUUSnM3FDmfI83Qrachwi0sVxxHg8pGlkRdOabjchTRVajwjDiH4/oK4rK24pyjInCBqCQKF1gdY1QVDQNAWrq+uEoaLf71PXmc3ZMll7WmtGoxFZNrKlvh2USu3xx1RVYcewZjwO7AqDXbJsnSBYJIoWoImpCm1XU83o93sEypQgR2nEcDykG3UYVDfZ67miLEuUUvR6vYkAWpZ2ZddxmwE467aq67rdXsRJESo3Ov1HXwBAAVY6Osg/y7OC1bzXOkCnIe1MRKyudVh129UJzb0IWBI6H6Lb7K6EvG2LdkQoTQibIF02ImEVmja722x/UMgHrwgI04hbSFlnsW1BYQPtK7vtmB43cjeu5Dxu5BQAgi1D6qg/Ea9cR9YKEzFrpz3eXcDgDzGrDpp/c6YpnXtxYsHhu7Jui4Otanh7Of8I7cfjOUZIGbL73OPxeDyeO8gh//UWxzF/+7d/yxOe8IS2/O1E5Stf+Qq7d+/mCU94AgAPe9jDuPbaa3njG9/IaDTioosu4m1vextpemj2aaVkYkobVizCgXGCTEoKJVcHJvlZ7uqFRgQCpWonW6tqS3CUMktGleU6kFLXphwtDBNMTg4olVPXmqaJzaS37FHvlIn7CKUy6rqirs0f6mVZkiQhZanQemxX19PWraKsm6wCGju5hKapCIKMNE2J43rKWRZFxlmk7bJsnU5FXTdoPaJpJNMH6rohigo7Qa9Ikso6ucZmVb4wBAKaOqAeh8S7IugpSl2iBgrVVATLCroR9KCKCtLFDvFCTNiJaIKGsmsccLosTRB7CVFpM5PGoHKFHmj0uiZYC4iqkHpscprSOmUh6pPXBbozsiV+OXEMaaooioI4DglDBVQoZRw3k4wkKRMFCAmCgjDUNE1JFMUEAdZFpen1OkBjx0xt844alApRCuuiyWxJWknTVIRhDQQEgaYsS5pGUdc9Uyo4zDA5SDFx3JkqBVRKkefG4dTv9wiCLmE4bMeqOZeFLYls7FiqqarGCrGRHc9hu1+tZVXLxpbjVbb8bmT3l1pHniZJQtJ0TFVV9noZtuVvpsxyHaVSlAppmjEmfyyn0+m0Qq9SAU1TE0UNdV1aUXZsnXLQNEb0apqSNK1sHyqUknEaYYQ149RqmgitK4piZDLZ6sK+V1nxCGDUXo9G4AqIop51G2EdV+b8KlUShoEtJ1X22omp63V7npTtj8K6jxRhGLfOzbrG9l+OEbG7FEVmnVvajqPCluyacWFccDFNE6OUtjlbpsTX7Ms4u+o6pK4bynJfK56aEquaosjodBqCoMaIBBlNY8omjYMroaoa6jqiHA0h3gusEoZGaJAAd1MSG7RuLLeEWsoI3dckG9CI+KEtr52s7LrREWFHhKCqOgR3loSp10P45ofhgidBZ5sVsnK6/bHjuCranCwJfnfzsULbAlfMctuWM8m0yUnQRIRh5WwzEbza4+kYgcusf2jWQRw4ayeO6NlWpdzCVn7MDgpSkrRgcWWdvJNTZCn1oAcLaiJirWAErNmJ8QBMLeIe9heyXI5UieFtEWEUtiuARzGdfu/xnECYPyemn3s8Ho/Hcwc55L/cTqTVCG+L17zmNVx44YWtkPXtb3+bSy+9lGc961mcffbZ/MVf/AV3u9vdePWrX31I++t0OjRN2DoKgNZxZcqK7CTBujnEkWVKw6rWnSCvgYRCKyueGEeLmVw2hKG2odCm5DAMGzvhxU428zYjx0zyMxMAr0c0zWo7GTch5TVNU9I0iS1TLJHVz8rSTI57vS5aN1Zk0DbXyQRjl+UYpYyIplRgSys71kkmYfbKHleDBPtOQs5N8LRShX1uBJkwHNtwbBMqX9eaquiiyhRy0Lfa1R57IaqjaLoNhFB2K1RPEfUiamrquKYpG5qipklMNlfUhITKlMWRNURFRJApyr0ldSnnR9FEI+p+hVIjYGT7bExVST/rtkTMCDvaHpd2xkBAp2NcWnleEUUiCJpyszAsbYll3k7u4xiCIKIocqIoIEkCK06EdrwZR1UURWitiKKa8dg495IkR0QJk4sUkKY1RVHb/h9jRLWSNIU0HZEkFZ1Ow8JCn6ZpKIqSPM/pdBqaprQCiYgPiqapKMuCMIzsogOglAiwjcloa0zGWl2bFfSaJqFpQoIA0rRDEJQ2+6kgirK2v0yGUoc4FgFkRBhCmlbEcWPLeM1YM2Kvbl2OcZzZc1ebwPZGSuhqKyo11l1lSv+McBxbF12CEV2N2Jimk/eCILCOyhFJElphLrfH1RBFKVqbPjE5eSVNU9rz0BAEEVEU2tLEnDA04mqSmH7QurLOzZCqKuzvQEkch4joG8falisap15d1/T7MU1jxppx5DX29yIjCAKSJMRU5lX2elVEUQelxsRxQJKUdt+KIMis6AdhOMLkvUUEQWbH3ZAgWAQUcRzZ37SSJKkw5VlGzHRzryQ/TcQoCXKX3zp5XdxXUtJpwu4D62TbuGHvbimhOLEqQrS2r8+KWbMuLOHr74d///9g/Wr4w7fCAnQWRm2J4MSRNW4zsZL2vXEb6C7lfiKpmXZFrXBVkPCOP7qRr/9/A97wkbux48xuK3zNHlNF2BYsjukypseARXaxhVVWWGeRVVbYdWvDnp0Fzbk7WOWkduXGJLWlkZ2CvJOT7dkN0RJs3zZdvScClji2Bq41zXVhuaxhcrTOBF7N/i6t28vBxti7gZsw5Y5PPcz9z3I0RDeP5ygyvI3nHo/H4/EcBv6vocPgyiuv5LWvfW37/KMf/SgPechDePe73w3A6aefzmWXXXbIQpaZnAWt80CcVuJuAVq3kkzsZCInYpY4EoBW7DIr2EFZ5tR1RF0HVnSq0ToACuuwMA4s46gxZVAm/MRMCMwEeIgJjpYSKFPyZQKoTalaVeX28xJCHmFW2VN2e7NCoVIRYdjYx8ruT9nvL+1zI5wohQ2qDtAaKyTUBEFo83oqKzQAaIJAUxQlSiU0jeSGBXYiHmNcRmYCHNYVUdajGcdUtyqi0Ig7YRwZR1YFQaxI6hhVGgFFl7ot59S6wqwI1xgHjhqg0oayHBHHyooykRUFRyglGUO1Pa6yDQI3E/jKBnU3bWC3ETMH9jyNUUqcVCVKRXZcVGgt59yIj0ZkNKV/sk9Tmqmt26awmU/GLdM0JneorjtWRDHhN0GQWLHHiEVJMqJpAts2bJlZQ1EMqesVlIIgMDNME0ZfEYZyPLpti8mCClFqYAWJSTh6HMvKnRV1vWqddUaIC4LQinni3ioIAlNuGIYRQZBT1yPKMrSluHl7/ositMfYa1f+NAKRLIyQ2fLcnLqW1e/q9jo1AlRlr0dzHE2T2LGaobWE8UdWlIqt+BzSNJkVhBVaV3bsYF1OGqUaK27RnmPj0KtRKiGKxLFWtOfLjB3j5jPOqdq6K2W1QQUUVkQ0CygYgVgTRUZUNteWWXnQrHYa2baFNA02fL62Tk4jnJrHUl5pcsHMeEswCxFolBoTBClKjamq2n6upK6VFZ5SoqghCCrroFT22gzbvhbRSpylUlotwpW4WF3Mb19FEMR2/G3csHfACje6fayJ7IqF9p/medrKbFbWz/86rF4Fv/4cW4aX0VsYT4lXsnJh0nqgjEvLCFuTlQkjR5QyAlbYilg5KXtXA2oVsDfvcjcgwvxuzBOzzGMjzo1aL1i3FbF2s5mvPuN1FHnDwl//OeXpm81nqpAwmuwv0avkz38ajYrh/V+dFrAGmKysBYzhaaDYP2RdOlEEpxHm9+1WJqJQOedzh8JtCaVPwoTQP/ww9u3x3EWQLD33ucfj8Xg8dxAvZB0Ge/fuZdu2be3zL37xizzucY9rnz/4wQ/mhhtuOOT9Sdkg0C47767KBeKwon1Nygvl8/K+uLiMqCUZMyZUXKnEiieKqhqR55owTKwgZkqBTEaReWzKDs1+jVlM0enEVogJ7OTfBFpHUU1VGbHDOH1K6tqsUmiEhNqKWjVx3MU0t7TfbYK9k6SDlNiZCYKZrJalKdcyQlljhZ+gFc2qqiCOU+vKMvk/TZMQBIpOR8riRJAIiGMj4iVJTRgmdp8VYZiQJClhmBAEiRFk6og4DKAu6SQ9SpUThkYMqyqTP2SEI6xDRaNUZVdgFFFSEQS5nZgbV5JZQU5cbZOSKqgpy8qWxRmBrywDqkpZIVBcTaZkz4Tfa6rKTOpl8i+5QnGMLXWTvKzc5gnVNE3QCnKmZBC0DimKmqLIrQgYUhQpZWkcRGZBAFP2aETUgLIsqOuUIFhrxdUsy9p+keOVUlnzPUYMaZqhLX8MaRplV8wTgaKgqnYRRV3MX8GxzQ0b2zFe2/6obCh5hFIFZVmT58ZF5QogdS3iYM9kOBGgVAelNFHU2AyrgqoyGW5RFFuBKWhz4Mz1JqWboe33hqbpUJYDqkrTNAFah1RVxKSyTaFUYc+bcS6afZkl3CREfiJoyvfmBEEXpUorLEk4v0aprD0nVWXciWbFy9ieG5O5ZYQ1IwhVVdYGqmud2xVBU7SurYgXAeJ+C+zxm3JkU0I4CdKOotoKS7V1emX2XKe2bDJGqQytx1aIM0Kf1jVx3Mcs/FBbQc443cR9WlVVW6oqv39uqLtxHk4Wu5BtxaFqyg4bynLict1oVIRE6KmyQq1D8ixBVyFUc/55npeNteVUePHlpqpuS8byllVWwlWnfHDcrlwo9yJoJfa5K0TBdImgtK8g4XffeRbDkWKhDznrrTgmR6CtE6uaEbNkP1LkKGJW8MiHU/7L99lV3x92LptjjiqCTmEdWTlBJyW6592pl05CL5SwEk+7sETEaiv3IowoNcb8OyJikwhafeBNwEnO666Da1bQmhW5bo/L777A62e+3+M5wciYrIsgzz0ej8fjuYN4Iesw2LZtGz/+8Y85/fTTKYqCb3zjG/zpn/5p+/76+jpxfOj/u2sm2Uagkc8ZsWQiSk2yh8zMWFbmkhJEcWi5eVnAlONJSqjMhFryZXQrHJjSv8wKMJNytziObUB4SBB0WgHFCB3GlWQEG3GL1e1k2YhmUiKEFcEk2N6IVaZUKLKOGzOhqipplykXk3JDmdAaR4zkPZVWHMmoqgTQVswyQkFVjahrcX8FhCFtsLyIPkFQEceJzebSQEIUmfwvMAHasEjT5OS5pq4TqqogTVOKYpLHYibQJUp1MX+5mZwu49YRJ10EKOraTLKTJLbtr205lXHhKIUtv5PjLu05wRF7AiskmP6SXKo8z6yYlVixrW7Phda6LWMNw76d+FdWPDACXhgWVvxTmLyzuj23Iig0TdPmNNV1YUs5RbkxpZ6m30PrOFS2ZK8hioy7KQjMSoZpagQx4+iRsVnS6UCSaDtOTX6aOd68PWYjqFaEYUoUlXacG0dUkoStaNM0spBAZo8zII6j1tUHGWkqpXKaOA7a3KWiKCnLshVYzKqAqi3lq2soy5G9huTaiKxDzuwjjmU8FdYdZRxQTWMWYzDXnHGGTfLuSuvGkxJAc6xpGiJCsIi+5pwU7e9FWZbW2WnGuxF983Y1QJOvVQKRLW81WXQmwypwfi+Mo9KIZljx0AjJ5voL2mu9rpUVwwOqShZ/GNn+SDDh+k3rLpX9y2+ZjJ9SMumccmnXkSqC12yOoLR5snLrtECzkXBD3duyQuvGqqsQKnstif4xW1YoQla7ml/Jpu27WQlXWWEvW9jNCqttQpUraqWOKyshJ3L6yYS3T5c9SkD7WPVo+iEjK031bBaV5GzNurFcRKwb0WOdRfayQvb8P0ZftAn2uscZUy/E1AslugrpLUDvb96JrkJGg4K6E0+Eq9lbBFTx1Lea26z4tGDv52VkzROqjkSJ6pEMgPd4jiO8kOXxeDyeo4AXsg6Dxz/+8fzRH/0Rf/7nf85nPvMZer0eD3/4pHTgqquu4p73vOch788NcxfHlYhSMnGTe3EfSOaQBBu7JTRmVbl4v1KcMAxtqLeZJJdl2X6fG5wM4JYpuqKUCcJu2u0lz2Z2FTEwoobk2shqZFI6NHtsMvF2V3Wze5ma+Co1Ed1mkYmrydmSMOzpVeKMgKSRFR/lfXF4uBNn2acRJ0qM86axIpJM3Ot24izHI/0sDiy3P+V7zPPGtnUyDiZumUn/i2Akwqbr0pPt5bmITPJ5V7SSYxP3l1u+6maszVs8YNYhI3lUIg6abKyiFValX6St7hhzS8XkmJMkaZ/LGJXx5S6AYM4DU/uXm6z25/aHnA+5VszKhdHU+JX9mgB23YpXIhq6Djd37Eq/mX007XiT75TrRfqoLKspx5AbRC79NpuDN9sH7viQY5IxL+dT9iHfJX0u17t73bm/Qe5vRRTF7blztzflq+HU2JwE6E8yq8SNmCSJzS2L2t8lOX4Zn644745j476bLq+W8yfn1D2fWZZNnRt3nxuV6VUBI8eNJTlZdsMDiVgd2lX8Frassjnc1QpYK6yymV2ssMpJ9vki63QxZYfipoq0Jsls2H5k+quYiefSTnlgQWJdWJpF1lvxKmx9V9r5TJfQHoTkbY3omtJCvYVs5yb4KaY8UI6rg5noZkbQGgFJJyeScsPZVRpnb61WJAJW6TyO2f/PntmMrKP5Z5EXszwnIDnTQpYvLfR4PB7PEcALWYfBa1/7Wn7jN36DRzziESwsLPD+979/qtTvPe95D49+9KMPeX9mch5RVZPl52WpeQkwLoqCsixZWFiw4fBGZOj1TN5Pnuesr69PTSpFQFpYMP/7LGJEURTtvouiIMuytgRPKcVgMKBpGhYXF9sJs2QKiSvFnYD2+33G43E7SRVXRBiGtnStptPpoJQp9TNlZ/VUkL3rdinLksXFRcZjE/jd6/XJc9elErST4zzP2wm7lNC57ZPj63a7pKlZ+S7PNSeddBJBEDAYDFohRt43q8yZY0vTlMFg0B7fxIWk7YqLMVVVtSKKCDJlWbbCyXg8btua5zm9Xq/9XhEaRHBaX1+n2+1OuVDMSo9d4jgmy7J2H/J+FEXtOR4MBgyHQ/I8Z3l5maqqbNC4ah1/o9GI8XjM4uIiAN1ujyRJaRrjCIuiiCzL2nFSFAXj8bgteRWGwyELCwv0+/1WSNJa0+mYGh9z/iaio4yxxcVFOp1OO95d8XA8HlMURbvC4OLiIrt37yYMQ7rdbrs/EUW01uR5TlmW7T5lu06n04prIk71+3201gyHQ4qiaMeHCFVVVdHr9dox1Ov1KMumHZ91XbO0tNSuFmpKSiXwPWrHSb/fb4WnLDP//RyGwdT1BEZoGQ6HbR+Mx2NWV1cpioLl5eV2XLjnXPrABOpP+rrf71uHYNHuV54nScLq6mr729E0DWtra6Rp2opbIgoZwShkbS2bEoVFYFxcXGz7Q8bBpk2bWFhYaFehlGtRfo/kvMhjoP29quua4XBIt9ttf7dM/zRT4l5RFGzfvp3RaNS+Ju2Xa06Eq8FgYJ1+h7Zy7LFgv3wsbd1YWQJZvL/e4Yo1YAQf68aKt6yxub+bLexmKze34tVmR9RaYW8rZi3aNQRTndMdlEQatIYwqSk6xvkHxkUlTipJ2BrRIychpGJEj66Vq7pURFq3jq6CtM3c0rY0cWzdWKussGfnZrP64E5MqWDlHJOIWRXU9ClWQEfaOtVm+gFmhL7ZP2tcQct97UCuaVfQyoGNO4Y8nuMCqYJ3n3s8Ho/HcwfxQtZhsGXLFr70pS+xb98+FhYWWoeC8IlPfKIVFg6FpqmJIrMPEbLEVSCTPtfRIm4b+d4sy9tAdHdb10UhnxFXg0xQRUCYOI1oBS6QvKuJaCWCgEy8xfkhLhtXwBJXhog/IvhItpG4VuQ9oBVLRBQDiOMIraPWtSLuFGmrCGxun8iEXNomrg1x2GitW/FCHCdZlrWuLRGyxPnR6XT2c3e47igRA0TAckua3H6RtjZNw2g0mmqnK+rI+XBXqMyySb6RCAbu6pVyPl2RZ9Z5pLVmNBq1+3A/N8nRKlsxZDAY2DGWtSKk66ITocZ1a7kuNzkGeU36TcSnqqpaIVZcXjIepZ9kP24/z7qJXIdPbpbaa7/HdbiNRqOpNolALOKYfKeMR3ksCyq4Dq44TqbK11yHpPSrcXnV7X6lH6QdIrpJW6Q/xIEn50UERBGbXaeZ2yfShjAM6ff77THMc5HJ74E7TtxzJNejbOOWMsv14wrmdV0zGo3odrt2X7TnQmvdjpMsy0iSpH0ORjB2F7SQcwG0zj+5RuUacH8L5fOum9B1vG1E3DK8SVmhzcaSirh5YpbctyWFGZs372Izu9jMbrZxixWw9rZOLBGwWiFLr5NkJZ2h+Y7vfR8u/k/wiIfD6/68JkxnVy40hYjiyIKElIIRXRZt2aEmIkITyUIjzucrp6RwlRXW9SLs6sAujBtrlYmQlTHJvrLU9Kk75cH7Zi7zRKzZ9w8U9v524AvAy4DzD/Idt/fPKO/K8pxgSMSm+9zj8Xg8njuIF7LuAMvLy3Nf37Rp0+3aT1VpimLUTuBmRSVx9gCtK8h8rmodV2trOVmWtW4IoJ08y8TTnfjGcdxOisW54Iokk8nopFxOPiOTcZnEykRTnBquIwsmYoB8jwkor9vvkX2JQKWUIs/zdrIvzifZt1s+Jsfc6XRaJ5FbwuZm54ioIc4hEUtkW3FZwUQMlIn3aDRqXWAiCkiZYJ7nrSA2ERez1i3jiilaa9bX1xkMBm2fuG41OSduuR8w5YoRsUzEFRFPpD2zAqZbQip9Mh6P27EFtPuQtue5CYVfWFiYEt5cgUDOTxzHrTgqYoeMv1kRVBxfIk7JeZWx6ZaBytgSt504nFzXlCtKyvmTfbmLJozHY5qmmXK7iZAi51lccq44MxwO2++QsTURJIf2O+L2HMmxSJ+6/S7jQJx7bj/IWJB2iItKnGki/oi4LeNORCsRBSXPToRC6UtxL8lviAiQ4sw0wpwRqHu9XisKiUtSxtl4PGY8HrfnSsQ3cbrJNTVZKVO1WV3Sd66zUcaF+/sk50x+C+WaFweaOC3F5SUCuTgfkyRpBcKNX1oooepmtcI2G0tW5nPNQfPcWDYXawvmto2b2crNbGF3K2YtMrD3RsjqDTM6+zCTSTuhrIegGtBznBKToPaJIytET62JuEhKQUFVlfzxf6o47xcKHv3MSUj82FmxcJ1F1lcXJwKW3ETIOpDGs2CFpszpG9l26jN/D3wQ+F32F7Buz+qExhV4238m3ZYo5f/M8pzgiONS8I4sj8fj8RwB/F9YGwAzSUynhAARmES4kEnieDxu3UGy3d69e1txSkQc153gChAiCsik380fElHBFZdc94rrtnKdYvLZ8XjcOlHc/CPXdVWWZoVCpVTrohARRcQ6t5SuaRpn1T0TOh0EIVobN5S0VSbiS0tLVsSYCBQitM2KUOPxeCpLShxRcRy3JYJS0hbHMWmaTrmlpI9EVBAxQoS1JEno9Xqti0nEnjRNSZKkda/IeQFYWlpqtxUBUsQut9xU3pdxIEIcMFW25uapueWbS0tLreglZYFuhplbHtbtdlvhS44FaEvZ5HukVFHGhituCL1erx0LIkhIH0hfyjgWcVD6UsSUhYUFGxpvjqnX67Vj0xW+ZHzK+RCHkpzbNE3ba0wcTCIyuf04K8zKOZbxafKxAoqids5bjVJ66rpyXXnuddLtdluhK01TVlZW2vMu/SdtFvGuKAqnFNaUc0o/9np9oJkSztI0bce37MP0Y9S6LF1XmlJBK8S6rr5ut0un03FWxYzb8j5XTDSORjW1T/ndEWFLfuviOG6FJ9eBJqKlPJdxLL9Lrjgo51bGj4y5jSxkTa3sp0Mqyca6LTeWBJtvaViwKxRuZjdbuYWt3MI2bmGbLS903ViL+Tr9fTWIiJWBLFZ431PgXz4I8Wbz1mSlwagtK8ytI8sIWRUpuXVqGXErIeeGawuu/VHF975b8uhnQmFj5V3Ra0yPcnXRTG4HGBFLJrqueLd/hxkyu312oO3fjVls4mrg3od4NmB/kesS4NlMW0kOhzsje8vj2cDMOrC8I8vj8Xg8RwD/l9UGwEzSonbCJkJGkiSt+8F1R7hhyeJUcN01ksMjAoNbOiWvyzazrh9xcMh3yetSXuQKZDLBlWMQEeFAIeqTXCwzaXVLp1wXjnzODa82yMppEvo+Kbd0J7lGvIlompo4TpzAdzAr502cMG5ZmCveJUnSToZFRHBXopTSPbc/xDlnJvw90jRp3WSugChCmZvZJCKD68STDCalJiVeUnY5mcxPBB23NEwENxEeRfyQkkE5f9Jm18Elxy+fkyw2dzzId7jB7q7QJ+fQFR5cR5SMwziOW8FE2tTpdNtjknEg9yIsyjmVMSTunOFwOOUum7e4gBGTQpIkRcLY3TJX93yJ6Cb9IgKTjAHTRuUElIuLqEKC/kUEcsv03FI/19nnup/kWnbbZxyNuv1+eV0EJTO+EppmUs4qJYDispR9ynFKX8l5knJAubbda1DGnpw32de8kmjpOxHLXXeVG9ou415EPxmH7m+L9K97zcn+Zb9yfcoxudfDRkQTEVK1bixdRdOlc7C/IwvagPd4ZZ2V/irbuJkt7Gpvm9nFVm5hiw16X9TrLO4rUfswItYQM5F0992HJACUCXyXjKuCZD9BqyAhtKWCJjbe5GSl5Jx+Djz3P8Fp94ynnFy5FbvGdBnpHmRqIkSJMOUuHDgPed/9XDXnxluAfwQebA927OzkYG6see8dyfJUX07oOUHJMH++CV7I8ng8Hs8RwAtZGwCZ4MJEHHDzkdztZJLoThpdoUsmcPI5d6I7K4LJPmdFIClRgomjRcqU3MmvbO+KQe6xAFPuC1dkAbWfCCQlTm7mjhyXuIPcskZ30ux+r/tdIkaYyXEFTNxJbv6U7GO2xE22mbi7SpSCum5sO4L2uN1+lcm3PHYzs9wcKxF8JllFIXWtqesG4z4zYpZ7TNJvpk0BdS3C1aQfpW9cZ5u4ukQg0Fq3JXvuuBGxyy1Jm3VsuQKVuGbcrDi3rFBcYSKsyDHL6+7YNqKnoq6NuLO2ttYKR2Z/k5Up3awkN3/KXRlwMt5oz/HkuEPSNGmPV45FxqO01Q24l/2JMDgRjKP9RGHpVyO6Nm1fuo4s2Ze5vrBja5Jf5brU5LtnHYbueRFBSfrCdWpKFpl7zt1xNXstzQqXIri5j92S11nXo/SBeyyuSC2OMvfaFXec/G7J6zLe3Iw+N5NMrjPpO3HVSebaRkUTYULeJR9LzXdkzbixgpUhK5uNE8t1Y4kja4sVs1b2DYjXMAKWiFgZk4lkhKmgC4G+bVMkDizjwhLXVU7SrjwIkJBbh1aXHr022P0XH28EOlc+0kR2HylFlkyEqD0/g2L7tBNtHnUNN98Im0+bOLfmlRdWANuBxwF77BsHE6/8n0Aez1EnZ1rI2tg/yx6Px+M5TvB/xW0AZsv4RGhxg81FxJnnUJEJvRviLvuTCaBMmGGy0p28LpNZNxBeSpdE6JFJ4qxgMSuMyT5kcuqGvouwYfYzmUCLeFQUpRUx6ikxzw2cl8eukCKOEPP99ZQQIJlebs5SXdft6m0iXMh5mBUuRMwxx9oQx5Ftc4DodVEUtyKATNSryrQnjpvW4eKKEOKkkz5zXTBuflBVTUSf2Um9HMvEmVTRNLTtcB0xcu4kW0jOmZSHSR9N3GvTwpAIkq67xh0zpi3TYe9yDlxnzKwDTtrlimiClKO5wqKIfDL+q0q3fSv3bqac5GCJwGeEoYS6blCqbleSlLGW53kr0Ei56kQYCx1RJ5wao1pPOx6nRbRmSqAVx9Hk+qvbMSPXroxhOWduabHs1xUbjfictJ93rxPXmeWen9tyK7nnzBX4pJRQkP2JK9P9jZJryHU8ynG7TlEROqWvpexY+kD62RX0ZvcpbZodRxsVrZ2w9zYfi/kiltw6wErG4sp6676Sm+vI2sxutuwZoG5hvogl+++AU+EIEVShcWONW8dVtxWxTE6WKbk1ZYMJA5uQJRh3VkHlrMrYHjNSQglc/UX46Cth8f5w9l/Nz82Rn+K/ezVc+0/w2JfCuRdNHFxymxK15nXe7E5nXzvU3CyPx3O7yYDaeb7xf549Ho/HcxzghawNgHGITCa/YRhOTa7dibEEa0+ErEl5TpqmDAaDdlLnlgzJhE8mlTJRd0vBRACQwGjBFa/cMkCzup8RhWQSL44PCV5PkqQNMBcHi5RqueHxIpQsLCyS55l1FWGDnMt2kt/pdKZKvSSAWsrmpDxL3hPRQPpBjmNhYYEgCMmycSsSjcfjqRUZ3WMX0SiKzHFmWda+3+v1aJqJo0UEnzjWVFVJlmWtkDYcDllaWmI8HlOWZZvLJOfbdceJA8WdoLuPXTHAFYW01m1YuAg1bgmWiJRyjPLYXZ1P+kS2F6FNvluEEjkXJgzdiCxyLCKWuo4nOW/SZim9lDGSZVnbrizLWFxcRILWRbwrirwV1KIonnJOueKSZGZJltek32qGw1FbiicB9CLESHvE0TYajawQFpPnbtnaRIRsmsksXI7ZPdY8z1lYWGj7WNov36N13I4pERaB1kHnlhrK9SXjr67NaoGu4CQCoCueVVXV5lvJZ2W8us/dnD4ZfxKWL1likyysoM2pct2hUtrrilDuYhKSTSYliO45EyFfxk8Yhu11L2Nafs/cse+6CaVf3XLgjcqkrDCc1mDcUjsRsRZKFlbWWUlN9pWEvE/C3c1rm/ftMyLWzRgRaw0zmbSrFILdX4TJybLaThPRlhS62VZju1qhlAsCbYi7pGkB9t3JaoV6RswK0USRfX7SVmg0rNxn+pjlUoowglUErNwLys9BeDeTqSXliHLLnM9R2h3FmLLC2TFwW89vq77R4/HcLnKmhawDLSLq8Xg8Hs/twAtZGwDXveEKVuIGkYn9rBjgOqlEPHGRyd5s+ZD7nggAbt4QTJfGyaTWdXG47iopK5oVYGQ7+fysQ2O2Leb7J8LRpNzSCEjmOKb7ScQ52Y8IfW4wtwgEs26QPM+mRBYRwWb7QkohoZlqtzApW5wITEYMigjDoBUPoiim1+u15xUmpY8iHIkQ5a7y5rpz3PMhfSaTeFOaNl0m5uYtiYAxOab9cfvIFULd8eA6pFzRT/pMPj9vn2751+z7cr6kFFK+U8rY5D1xTJnbdPtd0Xc2/2s2u80dj+53Shvl3r0+pT1NownDoHXMyXmT7V0hed61J+2TEtM4ToiifOo6cQUsV5yVPnMfS6aelCLK+24Jp1uuJ2Ka20ZX/J110LnbiegoC1GIkCTit+nv6bJP17U52xfudnJ9yTUqyGNXIJT2zbrw5Dy6n9+oSEmhKSu0/xzPC3mPgE5DvDBmoW9WHxThava2qNeJ9wC7MSLWHqYD3t19wsSRFUKeYrOwJuWEbtB7TtqG1Mvqheajeuo2i1m/UJv7SBsR7Z5nwx/8X/gpsJNpJ1rmtDED7n2xucH+QpabmUUz04HzhMzIvh7NvH8ofw7JNl7Q8ngOmQHTl9rG/2n2eDwez3GAF7I2AK5bwQ1Jlkm46zyQFcgAW7o3WY3MFZLcCas7CZ11J8k+3edZlrVlVdI+meC7oplbXiYlfbMlkCIGuNlTJqB8EtDslkRKOyd5WYo47jjlcJOQatmHKx5JNo5M2mVyLWKFuHRcocYtKZwICYogmGRAVVXZOmVmBZyq0q27RPpRHsdxp534KzURDOTciEvNLeOTfUhbpURTygJl4u7mS0kuVlVN9uWeD3nuunZEuJD3pN9ERJiUgRqRwt3Wdby4YdwiqriliTApD5Pvlv1kWTYlFEkbRQwVsUTaa/qrsYJn1JY9us4x6T+3/eIgEmavjdk+cu8npXvilDK5V9Lvcj7F/Qa0pXGz53MihDXteRW3l3u9u9eo0DRNK7y6ZXXucbjim7wuTqbhcNguOOC6mOS8y/kTV+KBgtVnS2NF9Ov3+wyHw6lSWDffTB4XRTHlAnOFazkuERZdxx8w1Tb3mpXVQaWfy7JsM7g2KrqS8mHbRsnHEqKZWyentzAyKxCyTo/J46nn+0rjvBoCa9Cswqs/A5sTeNED7b47mGysCuboTqZ9NuRdHFqzwe8AIT17PxGxUhvAFdqDkU8kFOY+Lay7zN7EGRYxP/NqMOd1NyTeFbQOuNSjEM95/bbKDOfNuuUzHwd2AZdyZIPhPZ67ELOri3od2OPxeDxHAC9kbQDcPBmZqHU6nVawkQmnTIJdt5OIIfK+lEeJYOJmDMH0Cm0iAsnkViazIgi5GVXuJFYEFWm3EScmLhNgqpzQdeEY8WribHGFiyRJaRra0q6q0gSBYjQakSRJK4LIvUxwZSItyERaJvAyaZcyPIDRaNQKdpOsIt32uTkO5YhQE2HQdWi54pfbHwsLC63II22XxxPxIqHT6VgRpCAMA4bDYduP4kSS/pmUk07ymSYZXpMSLNet1uv17HmsqaqyHS+uQ2qSUVZMCXRpmrYCjutgkn3LTVw5bl+7ApbrHJNyPtel45Y2drvddhtZndA9J1EU0el0rJCm29eUUm17XUHKbZOIZq7IKmW04kRyHV8iRrkrBZrjmownGT8wcSHK+HRFK7l2RBx2r2U5x67AKZ+TMSPCTpqmbdmdjHnZrzj93DI9uZajKGJlZaW9BuS6dK9DuXZmhU3Zf5IkdLvddjv3d6OqKkajUdt++V2bLRN0M/zkOnD7SfbnjhHX4Sfi2Wzulgj88t3dbrfN2zoeqCtHcJvVWN75x3DzvxO9++10U5M/ZSLWR1ZeEt+UkZuUlBDa2/oe+OwPQGt40T2YlBMKncm2nSEk/WLKQeXyb6//PHuvXeX8d10C0UQYdkWsdRYJ0TYS3n2/osuYHiOClSH1Sn9/MQsmJZVumeHsCoWzQlY7US7ZX3ia7dAGeANGsPoT570DlaHK6/MErY9jLG1PA5YP8PmDUQJ/DJwOvPAwPu/xHAfkTP/meCHL4/F4PEcAL2RtAGbLgNyJr1t2JRNbmTDD/mVebpj27Gflu1yXl+vucCevsq1b4iflarIP93vlJoKDCBOzbhuZrLqrq8n+wrC0woy03wSsu1lMIhTJd7nOEdmv6+ZwnSRubpO8Lscsxyj7c9vlHr8ci4S5u2Vz7jazTiYRF2W/IgZORMkKpSZOJrPv6Um8tG/WjVVV2ukv8/0iQEk7xDE2ew4FEQ9knyLKudu4oqo7Ltzx5TrBZhcjcMsOZTvZRvpHBD85lxOhL2+daMDUKpruuXPbJP3gCpVuGZycO1cYnhU+ZCxKH81bTU/aLSKRlLWJsCxlfOIWdN1QMgZckcd1Os661OQYpS2uQCz7CsMI6QZ3PLvn082zku9z3Xjue24/itDk4vajlDe63yH7cssG3XHujovZczUrtrlux9n+lzwwOU4RoY8rRMBxs7Gu/BI0BWl+KxEhCbnji6qI7OOU3AhPEuZuxZ4lBf/1F2FBYwQrmAS/y3eFGIdWHxb7Axb764zpsc4iPUZtGeFP/9d3qFHoPWvEW5cAWi9WQcKIHl3G5CRO2WEl6xWSkhvX2Mo6+1b6sMJEzFpl2pUlIta8UHe3nFDELMBkYrliVmwfu3/qKOD79rG2B3+4WWqvAPZyeCIWmPCynRhXl8dzFyVjelGJA7hAPR6Px+O5PXgha4Mgk03XZTE7mZx9LBM7d9UvtzzHFcLcXCp3Eujm7rgTa3c1NNfV5YZOyyTTdTqZiXZwwO+CSXmdu7+Je8wcnwgV0qZ57QemSgddocl1as0T4kTUkQm464hxxQx3Ei597Ip1Eswv+5X2ukKatMkVOqSN4oyR527IvzmueOq8um6niTAht2kBQYSgKIrbY5P9ipDjlgaKgCXn1xX5pH9FjJHvkbHhOsVmz4PrOJTxJs9Ho9F+5bRKBcDE6SPikbRF9iMlhfJdspqhCEfSJpOHlrfuprIs6Xa7reNNxk+WZW35qYxXcQi6fT8rDouYJmKc60KTMWNC7ZOp8QyTUk5pQ9M0bbC9fI+4rVyxWc7lrNDqLjYgK5/K9nJdyrmW113X2P5ja+L4kuNx2+Fu4wpOruNOHFnu2JBjd51Y8prg7s8VfV1kPLmimVvavJEJIz0Jehck1F0Epgh4xweJ6ltJT1skYZXImQVGMzPCSPpISgat6PMrWzHilbtiYT7z3H5fpwMr/VXG9FhhldwKVAUJT/ibi9i3t2HTVgWsty4sNxdLVjaUtonQ5pZCrqSrrK8sTruyFpgWr2DaiZXNuRchK4NJyPssImbJY4D/ah8fqoh1oFCf8w/wnYfKZuA1mIP3eO6i5Hghy+PxeDxHnI39l/4Jwrw8GhFC3NwaNy9JJnnuRNjNpXEnjCImzDqu5HPy3fKeu5qgK364ZTwy6ZZyMbfsz53EJknSrgYITIWrx3E8le81Ho9J03QqB0juRSQQt4srhIlw4WYySVvkeESskpK1KIoZj0dT/QG0xyMlmiIGuOVrrsgmrg85PhF13OBvEbFcgcoVJSUDSsrz5LHp30l2lvS3W2rn9oU7ie/3+05pFpTlxNE2K0jNCpZSouieR1cYFVFs1hXjliy6wovr3JNxIitazuYYGWdROTVu5RzPZmy5pZdynDLmXAefrIwox+aW78m4yvN8anEFOQ4pTXT7FyYrM8o4k7HmCj3usUvOmrsaqCtqScncdLnoRNCV8y7HLQKZlOfJtS2i4SQrLqIociu2TUqX3d+LbrfbikXST647T36T5FjlO91SWlfodRcYkP3PCupKKbtyqCmnlfwyt4xZ9uEKva6AN5vF5QqIrpvruCGaiNGTbKyGYMsWOgs9knDdKfmzZazMyQBzc6/0zC1z3pPw9zmxUpvSjGLr7jb0XROZcsF7LFKQUHGz3XQ6G0vcYjbWvX0/oaDLmBVWGVmn136urNnyQpjvwJp9rQIj5Isba/aAypnHMXAGR+7PH7GRHS47bvcnmuacO/B9Hs+dTAa4630cHxXfHo/H49ngeCFrA2Ami9OrhYmA4rqqlFJtqZVbOigTN1domGT3TOO6ZGb3AbTZO24plytmuIKSu/LedNld5QgMk8mtvC/ii2TsuCVUrgAiApYrAMljEX/c7d2SRfksTIKsRWyIophOJyXPsylB0A2Bl+NwSzVNv8XtMcjE3e0jcWaJiCXtlO8WAWSSzUWb3SQTftfN5ZZaCa6YZMaL2Y8rkomgZhxudRuE3ul02vMjQpiIArIinLRDXD0iHsg4cc+dK1K57hk3xN/NNJst/zOibEBVTb7HzYrqdrut4CliiezLOM66uP+96wogsg9XvJL9y7G6142IlK6rSMaFCECyvYxDuRcXlet8E0Gvrk0+V6/XmxIw3etsNmfMvSbkWFz3oow3MCLOeDxux7r7+xBFIYNB0Qq6rgNLrh/XgSZjWq47143mXn8iYrnjUGtNr9drx4gck/SvW3Y76yx1ryNXHJPjlN+rTqfTXqdu2ye/o5MyRxmHG5Xd4amsVDsJowodhdSdHNzVC6MKIk3SyUk6hS3NK+ZmV81lXnC6PsDrLrbUcFu0D71JQt11WxZYTKVf7R/0Lo/FkRU6bqwxXePIYpX1dJF9Kyuw0tlfzJonXs3eWkqMiCU3V8ya56QSMUtsb/L8QGysJdaa5v7Hugkez+0jxwtZHo/H4znieCFrA2CEnmTKIQXT7gTXcTS7SqEICW5ejDuJcyfA7qRUcIUwdwIuE97JpHkyoZ6UgZmSKhFIZII7yf0p29Bs17kkQoQ7oRUBRSbzbh+4YoZbAijfIy4oNwdLhA/XBWbaXjIaTTKFXLdTt9sly7Ipp5CbwVMU+dSEXNxornAopWQiJMlxB0HYTsYnOT/NVKC7uJrccyMCn3xHVVV0Oh1HrJpecbCqqnaFOtOntE426RMptZO+j+OYwWAwJWS4oov0gwhVQRC0pXiuC0s+K2V/s5lIIozIYgJZlk25++RcunlR4iYTIXdazCqmyujqum7dhG7WlivAiqPIFW5cx6O0NUkS8jxvj0XEO7ck0RXxpB3imHRLEEUgVkqRZVn7HSI8yaqUMh7dcyqh9O7vhSswynM5fhEoJQBdrscwjNpjkYUO5LvcMkTXBSaP5Zx3Oh2A9tpxxarZlS7llmVZW8opY7Cua9bW1tpzlOf5VJ6a/AaKs0z275YLSrukzRLK77rcZn/rNhqr6XYWq1vRkRXMAezjINKEkSaKNGEozibjeopmXFntLQwhmhFeZkWr2fLCeZpYCCqCu7GHcJMRosRNpWdcYG4WlosmotCm1DwJTED9grPCYo8RCyvrDFY6+4e+HyjQvRWwxIFVYYSmEZNsLHnNPXiXQxGvhI0lYnk8xyVDphf1bA60ocfj8Xg8h44Xso4hIhLUdUFZQtOUNI2UiWm0NiHgk8lYRZ4P7QRWysYCyrIAYkcQKFBKY1aqCyjLEUpJFpYEpOdASVWB1vmUsysMTTmgTLTrerKaXVXJEvcBTVOitRFmynLcuqDMKmnmf7ybpqQosta1JY4kI3x0bTto9724uEie5+2k1By7ETMAwjBgPM7sPmrCMKKqChueXtoJb2P7orS5STV1La4g415Kkh553tA0ZVsSVhQarXPCUNljk6wliKIAaAgCRVnWVvCDLCusM6ShaWpAEwSmT+u6sKJCRVGMbR8UZNmApikpy4okCajrCqUgz4e2rSL+1FTVJFi+rivbbyla50RRSFkWNA0oRevKMs6egCjCfk9hc7wK6jq0okGA1lIGWlOWY4JA2z50XWYlda2oKnHGNQRBiFKaOA6c40nt+JUsMCnprKzYJG4mbQWSgjCMrGAYUBQlVZVbMUvbcr8hnU6EUmE77vIctA7t8YOZaGrC0Ix7raWMrrLXTkkcR9ZJJ6KSnB8FBHacFVYsLOw1Y64hI1Tm1HUIVFSVuVbG44w0TShLM0aKIrP9Ytph+iukLKEsjWg0HsdWrKqsYBPTNHXbJ5PcuYYgmATIm2szIIpip7QXJ+eqttea5LkVJInkXhVtX5lroWmPLY7N+IDIjjttx5KmrmUxg9COvZK6hqLQdDriHDS/SeYcm+0Hg9V2lcSmqdE6J0mU3U63/aN1SBg2tk8zkiSmacz1Z64jcVblVnA0bdQ6p6oyK3aWFMXEmWmu38JxQu6/YMNGZL1/MovcSjWTlxVGFVGkrRsrJ7UCVmRL9VzXExjhaPJhpgPjZ3HLD2cfO59RFWzP9rG4eZ1R2pvrxpp8vy0/JaQgZTVPeeEjbyJdSnn5P/wCY7pErLSrKyYUhJE24pV7E1wRayBtcwUsN9j92Xajd2FmzK6Y5TLrxGLm8cFWKDwYd7S88NDwbizPcUmGF7I8Ho/Hc8TxQtYxZPfu3QB8//tvP8Yt8Xg8R5sbbjjWLTgxWV9/I0tLS8e6GQdlvX8yi8NbiaKJMBRaR1YS5q1w1QpAMyHrImJpoul/1Q8mYrlOLWE2hNmudNi/pabfH8zfn6x6GEGZwnghZhT2KGgIaFCNXUnVCl3aLUaswv31n+omGJZQnXGAHCwRskZMBKuCibglM+Z5NZPlAZ7LgW1cB5YXsTzHLV7I8ng8Hs9RwAtZx5BNmzYBcP3117O8fLjLdx/frK2tcfrpp3PDDTds+Mnm0eBEP37wfXCiHz8c3T5YXFw8ovs7WiSdwgg7GBELIAlzm401CVKfFBJOZ1GJONS6sULnJuHxLgfKz3LJgH1A39knTFZXDO17HXMfAzoqyfuabqp595fuzj61wl7b0pzUFhXa26C3f+ng1y6CsoEtX4Sq65QTilA1K2JVwFvt48bZdhbXbjbPjbVx/xzyIpbnuMeLVx6Px+M5wmzcv9xOAKQ0aHl5+YSdwApLS0sndB+c6McPvg9O9OOHE7sPdoensjW8vn0eUtk1A3PrwCra8kI39N0Nf9eEzoqHzm3O4oaAycgyH5wIWq6wNQT2AClGrJL7vn3cd/YV2dccwlDRtAJWl3UW2tuqXqFe7cMuYNXeMqD/8zBcA506elTDdP7V7H3DRJQ6UND7vEys2TJDORCPx+PxeDwez0bG/8Xm8Xg8Hs8G4BbO4BT+vQ1zF8dV4qwGmLQilm63c7OymgjUPBfW7PN5KxdqIINrhhCvw91dR9YCsMS02UmcWTMlidrmZBUkjOhZ8WqRdRZZ5SR2s4U9OzfDTqZFrAy4xzsm4taUsWpWoDpQDtY8DnX1ypswy6udeojbH328G8tz/DNm+hocH6uGeDwej+cuhBeyPB6Px+PZINzEPdjB99scrIRiStiaV14otxYnt2quoDW0j+esYjiO4T/uMp//1wBYZiJUuft03VdOCWPRiW0hpIhYImCtsJst7GYzu4ebYVfHiFVuWeGsK+yAHIqANU+8imbeczsmB/6zffwhTKjPsf0TyYtYnrsG67fx3OPxeDye248Xso4haZpy2WWXkabpbW98F+VE74MT/fjB98GJfvzg+2CWxJYQimiVMFm5MKRqVy90ywrlvgohdsWr2cwsQQM5NBlUGuzCsDQN3K+BxQDjxsL5bMd8ZqqkEFpxq0whD1PGjoC1zkLrwtrNZnaxmcGulfki1lS4OwcRs+KDvDlvBcFZAct9TV5vgHtgFDo3MN7/meTx3DHGTF9H3pHl8Xg8njuOaprGRzB6PB6Px7OBOJevkZDbAr2CHqNWGlphlRVW2cwu8TixmV1s4xY279tHfANwPXAjcAsm52q3ve3BCFRDcxsNYSxilv3ubgjdDvQ2YRxZm4FNwFbnsXu/GViCtW0xe0PjvLqFrdzMNm7kblzHDq5jBzdwOjcMT2dw3cnwU8xtp3PbxaSsUELg2xUL1zET4NK5d7OyhHlurQMJWLPvHYyDCVoHtY8dFt6N5TneWVtbswsZ/SumNlkYAA9h3759J2wmosfj8XjuOMGxboDH4/F4PJ5pvs2Dp1xXs2WE4ZQra5KTFUkZ4LyyQsGWFJa5EbHWNKwxue3RsD6Eco1W8CJ37t1MLFtmWPZhFPYYtHKblBMamW2VFfayYlYqFOdVxrQr64Dlhe6Kg+49c57Hc25uh8xud6gcqObRi1gez8EZz7l5PB6Px3PH8EKWx+PxeDwbkK/yCEewmhWzqrmPp5jVe2R1Qm1KCtcGRsQaYwSsdXtbw5i31gYY8UpEptnVDaVkMYXxQmxXJly0frEVdtlSwr2ssM4i47xHPehN3FYiYsl9xbSYdVBi24BZocoVrOapebdXwJrHIQV5HRZexPLc9ciYFrGyY9scj8fj8dwl8EKWx+PxeDwblH/msU7ge9XeonnCleUjn4Xf+yvI3So70V1yIINxDmMrYrkClghaY4zIVeb2M/Zzc+OnIuPGWnfcWHvbAsiV1qU1GvRgoKZFrNnbfhrRbaUfiJg1K065uViz7qyjQQlcDnz1sPfgRSzPXRPvyPJ4PB7PkccLWUeJH/3oR1xwwQXc+9735sEPfjDf+c535m533XXXceGFF7K8vMx555039d4///M/0+12Oe+889rbeHzX+QPgUPvoeOVQju9EOv+H0h9f+cpX2mO9733vy+/8zu+Q5/kxaO2R4faM8aZpeOQjH8nKykr72nXXXUcYhlNj4Nprr70TWn50ONT++Pa3v82FF17I2Wefzdlnn82nPvWpO7mlGw9xZrlB7+b1aqoEUVXwP/4WfvQz+MFN9sPWheWKWeNs/6mlCFlTr4vAlLO/GysCOjbknYQxPb73PcWNe7uschKrnNQKWyPdo1xdNPlXq+zvyponaLWIIjeros2uPhgDI+AnHH3hapbvA98G/vqwPu1FLM9dF+/I8ng8Hs+RxwtZR4nf+Z3f4bd/+7f54Q9/yMte9jKe/exnz91uaWmJP/uzP+PDH/7w3PfPOussrrzyyvbW7XaPYqvvXA61j45XDuX4TqTzfyj98YAHPICvfe1rXHnllXz729/mlltu4R3veMed39gjxO0Z429+85u55z3vud/ri4uLU2Ng3jbHC4fSH6PRiF//9V/nz/7sz/je977H1VdfzcMf/vA7v7EbiP/Jb06VFQoHcmRd/ifw+xfBuac7L4obK4emMuHu7tRyxESjGjmvjyUTy9WQ3Mq90JQVjunx/e8r3vGC7/PX/79/YZUV1lmYZGatLsKqmhawDiZmAcaNJa2aF+LuIsraHwP/FbiB+eWGR4v7Ao8AXnyUv8fjOd5Ym3O7ffzVX/0VO3bsoNPp8NCHPpR//dd/Pej2n/jEJ7jPfe5Dp9Ph3HPP5bOf/ezhNNzj8Xg8GxgvZB0FbrnlFr7+9a/zjGc8A4AnP/nJ3HDDDVxzzTX7bbtp0yYe9rCH0e/Prmd+1+b29NHxyKEe34ly/g+1P3q9HnFsXBRFUTAej1FK3entPRLcnjH+ne98h8985jP80R/90Z3dzDuNQ+2PD3/4w/zCL/wCD3vYwwAIw5CTTz75Tm/vRuPDPMdxYU0ErXklhmf9HDzpAlAKk2HlajhWxBoxWf9vSrhi2nhV2s8Ac0Pe6UAepozokZxyEvFSl+2PONOWFZ5kSgyHK5S7lowTS1YllNs8Qctt7H4rFLqrFM4Ttx6MWSFt3pg5msJWADwVI2jdPrwby3PX5o45sj72sY/xkpe8hMsuu4xvfOMbPOABD+Axj3kMt9xyy9zt/+///b88/elP57nPfS7f/OY3ueiii7jooou4+uqr7+iBeDwej2cD4YWso8ANN9zAKaecQhSZP5SVUpxxxhlcf/31t3tf1157Leeffz4PfvCDj2tnyixHso82Ikfq+O4q5//29Md1113HAx7wALZs2cLy8jK/+7u/e2c394hwqMdcliWXXnop73rXuwjDcL/9DIdDHvzgB3P++efzmte8Bq3nu3A2OofaH9/97ndJ05QnPOEJnHfeeTzzmc/k1ltvPRZN3nC8g5fMBLzfRti4iFgzYlZpPza7QGB5gFsz68Zy95lCQcKILvXyJp72d7/JvV/2pHa1wt16C4NdK0bAOhQRq/od4FlAwYFFLHk8j+cC7wJO4rZLC4+2S+u28SKW567PHcvI+u///b9z6aWXcskll3DOOedw+eWX0+v1eM973jN3+7e+9a089rGP5b/8l//C2WefzWtf+1rOP/983v72t9/RA/F4PB7PBsILWRuY888/n5/+9Kd84xvf4NOf/jSXX345H//4x491szx3Eifq+d+xYwff+ta32LlzJ3me3+Xzkf70T/+U3/iN3+Dss8/e771TTjmFn/3sZ3zta1/j85//PF/+8pd505vedAxaeedRVRWf//znede73sU3v/lNTj31VF7wghcc62ZtGP6cy6aeu1lZB0TcUymtdjNPuJI9HLCQL3TuO2Z/ZQojeozpsc7CfisW7tm5GXbGsBMjZO1k8tgVtwZA1gDfBK4G9rG/Z+xQSgxnxavbCno/dmKWF7E8JwaH78gqioJ/+7d/41GPelT7WhAEPOpRj+IrX/nK3M985Stfmdoe4DGPecwBt/d4PB7P8YkXso4QH/jAB9ow5s9//vPcdNNNVJWZFjRNw/XXX88ZZ5xxu/a5tLTE8vIyAKeddhpPf/rT+fKXv3zE234sOP30049IH21UjsTx3ZXO/+H0x8LCAr/1W7/Fhz70oTurmUeUQz3mL37xi7ztbW9jx44dPOxhD2NtbY0dO3Zw6623kqYpW7duBUwZ6nOe85y7/Bg444wz+OVf/mVOPfVUlFI84xnP4P/9v/93LJq8YXk5bwZMWeEh4ZQBkkIcHVi+OajHy63Ks2LWeCFmRLcNdTci1hZWOYndu7fAzs5EvJoVsFwhK5Nv/xvgvUDNgR1Z+y1taLktB9adGf5+cLyI5TlxWAX2OrdVANbW1qZu8xZ22bVrF1prtm3bNvX6tm3b2Llz59xv27lz5+3a3uPxeDzHJ17IOkI885nPbMOYX/ayl3H++efzwQ9+EIBPfvKTnHbaaZx55pm3a5833XQTdV0DsL6+zt///d/zwAc+8Ii3/ViwdevWI9JHG5UjcXx3pfN/qP1xzTXXUJbGcVEUBZ/+9Ke5//2PzwnfoR7zl7/8ZX7yk59w3XXXccUVV7C0tMR1113HySefzC233NL2h7jT7upj4KlPfSpf+9rXWFszgcCf/exnecADHnCnt3ejc0gilhsF5YhZcXrbPiUhBtRstJRdrZAURmHPEbFOah1Zu/PNlDuXpkWsebdVoGowAdB7gD6wyP4urHnC1WxLZw98XhbWvCO+c11ZXsTynAgkScL27duBN2MWYJDbm1lYWOD0009neXm5vb3hDW84pu31eDwez/HFsQ+IuIvyrne9i2c/+9m8/vWvZ2lpife+973te8973vN40pOexJOe9CRGoxH3vve9yfOcffv2cdppp3HxxRfzhje8gU9+8pO8853vJIoiqqriN3/zN7nkkkuO4VEdWQ7WR3cFDnR8J+r5P5T++Kd/+if+8i//kjAMqaqKX/mVX+FP/uRPjnHLD59DOeaDccUVV/CqV72q7Y9HPvKR/PEf//Gd0fSjwqH0xxlnnMErXvEKLrjgAoIg4NRTT+V//I//cYxbvvG4lL/hEzwROMDqheHMYxGf+ubWDaGrzcsxRjJyNa8pkcvNxAqZlCn2YUSXgXVirbJiwt1ZYd/OzQcXsHZhXVgjYJ3JuonzSgfnhbvfnlJBeU32Ex/gezwez5Gi0+nw4x//mKIo9nuvaZr9FnJJ03S/7bZs2UIYhtx8881Tr998881WJNuf7du3367tPR6Px3N8opqmaY51Izwej8fj8Rwe3+CcVkLadEtmjE03Y+5vAXbP3N8I5Q1w3T6z2c1M0mtijOyzGdgKnAZsOx04A/g54B7AvYD7wPDcgGvSe/JdzuGHnMUPOIsfcG9+ODyLwfdPhmswt5/a234i1ppzc51XcGj/zyatnX0sz2F/wcp1dR3svSOPd2J5PLefhz70oTzkIQ/hbW97GwB1XXPGGWfw+7//+3NX+n3a057GaDTif/7P/9m+dsEFF3D/+9+fyy+//E5rt8fj8XiOLt6R5fF4PB7Pccz5fJd/55T5b4ozS6rsrJMq7sPSPiMhLTEt4YgkFAPdlOlywr79wDKsp9PlhOZ20mSVQjfg3b3PwKhqezjwSmauQDXLbf3pEs95LKJVxNEWrObhRSyP5/B4yUtewrOe9Swe9KAH8ZCHPIS3vOUtDIfD1qH+zGc+k1NPPbUtTfyDP/gDHvGIR/CmN72JX/u1X+OjH/0oX//6172z1+PxeO5ieCHL4/F4PJ7jnHtwE3vo0kSgYFIG6D6eEaQW+7A0NBLSEpPivq59/DPgTEf8am/L5ibi1TqLbUnhql6B1Xh+qPt+IpYrZM2WDYqUVjmPD8Q84WreNrNilvvarbZjugf5nsPDi1gez+HztKc9jVtvvZVXvepV7Ny5k/POO49//Md/bAPdr7/+eoJgEvl7wQUX8OEPf5hXvvKVvOIVr+Be97oXn/nMZ7jf/e53rA7B4/F4PEcBX1ro8Xg8Hs9diR+pSSnhnpn7NSYlhrfAzTdOqhDFExUBrwAa4NMrcPoOTFnhvYCzgfuZssLvpufwA86ypYX3NqWFu8+ivHIJvo+5uaWFqzAtYq1xYDeWpHRF7F9CyMzr896fhyuWublbO4GXYOS8tx/k87cPL2B5PB6Px+PxHB28I8vj8Xg8nrsS92pgj9p/8T7XmWXdVZuWYbTPyDniU4qAB2K0py3xzOftyod5mpCTMKbLmC4jzOqF5eoiDDCi1SrTjxkxWZ1wD/uvTAgTUUpeE1dW174urx0OBwp57wM9jFp3ZPAilsfj8Xg8Hs/RwwtZHo/H4/Hc1XioNVt/RO1fWuisOhj3YWkAlZ7IPDHwcmBzCt2O/Wxlb5rWzKSJqAipCMkxwhYDZcQrua3ae8CsTihOLFmt0A14h4mUJvdCNHN/JFkE/pojkZ3lBSyPx+PxeDyeo09w25t4PB6Px+M5Lnl6My1gzbqrrCtrU2jknCXsfWgytOg422tgCOSQ5gUpORG6/SpNZLSgbOY2gIkbyw13L2eeu6+JwDXvtcNF3FjVzHP3tcPHi1gej8fj8Xg8dw7ekeXxeDwez12Z37HurD9WEzeWLRGkDyqDJY3jnIKlBVAdprcXZ9Y+6O+rWdy6TpcxPcakGGGrFb1g4uKq5Ek5c18xXVYIE0+YlBx2mWRoSW6WW4Z4qBw9EcsLWB6Px+PxeDx3Lt6R5fHcxXn2s5/NRRdddMy+/+KLL+b1r3/9IW37W7/1W7zpTW86yi3yeE5QXue4s0SksllZsXVmLS2Y+1hWKOww7cqCVswy6xSa9QoXWafLCBaayWc68sUa+HtMWeGsaDUras0KXuXM6/J8N/B5oD6EA3dFrJIjJWI1zf29iOXxeDwej8dzDPCOLI/nOEYpddD3L7vsMt761rdyrBYn/da3vsVnP/tZ3vnOdx7S9q985Sv5pV/6JZ73vOexvLx8lFvn8ZyAvKWB5yuj36SY+wVAgwoh1hjnlXVr0Wf/ksQKyGFRr7Ml3M0WdrGZ3WxhNzds2Uu2ssnss2P3HXwc6o/YHf2+bchs6Pq8EHaYCE3y5eLK+u8YEasD/CqTTK15+/EuLI/H4/F4PJ67Et6R5fEcx9x0003t7S1veQtLS0tTr730pS9leXmZlZWVY9K+t73tbfzmb/4mCwsLh7T9/e53P+55z3vywQ9+8Ci3zOM5gbm8gb9xnFN9YNneLzmPRcQS91ZoP2/FrO6gZIVVNrObzSJmLe+G7cAWe1sAlh8GJMCvY0oFRYwS5ola8xxZrvj0GLvPc+Z83mVWxJrdz+3Hi1gej8fj8Xg8xxYvZHk8xzHbt29vb8vLyyilpl5bWFjYr7Twwgsv5IUvfCEvfvGLOemkk9i2bRvvfve7GQ6HXHLJJSwuLnLmmWfyD//wD1PfdfXVV/O4xz2OhYUFtm3bxsUXX8yuXbsO2DatNX/7t3/LE5/4xKnX3/GOd3Cve92LTqfDtm3beMpTnjL1/hOf+EQ++tGP3vHO8Xg8B+fjzXQG1jJGeHJFLBGwxBAVTj4eaegyYoVVtnEL27iZzewm2D6cFrM2nw58EiNkSaR8l/miljCbaeW+XgK/CLwO2OS8N1uiOFtK6APdPR6Px+PxeO4K+NJCj+cE5P3vfz9/+Id/yL/+67/ysY99jBe84AV8+tOf5j/8h//AK17xCt785jdz8cUXc/3119Pr9VhdXeWRj3wkz3ve83jzm9/MeDzmZS97GU996lP5p3/6p7nfcdVVV7Fv3z4e9KAHta99/etf50UvehF/8zd/wwUXXMCePXv48pe/PPW5hzzkIbzuda8jz3PSND2q/eDxnPB86vDLjhVwd3t7pPvGNoxm9euzn1jCOKjOOezv9Hg8Ho/H4/F4vCPL4zkBecADHsArX/lK7nWve/Hyl7+cTqfDli1buPTSS7nXve7Fq171Knbv3s1VV10FwNvf/nYe+MAH8vrXv5773Oc+PPCBD+Q973kPX/jCF/jhD3849zt+8pOfEIYhW7dubV+7/vrr6ff7POEJT+Dud787D3zgA3nRi1409bm73e1uFEXBzp07j14HeDwej8fj8Xg8Ho/nuMQLWR7PCcj97z8pjwnDkM2bN3Puuee2r23btg2AW265BTCh7V/4whdYWFhob/e5z30AuPbaa+d+x3g8Jk3TqUD6X/3VX+Xud78797jHPbj44ov50Ic+xGg0mvpct9sF2O91j8fj8Xg8Ho/H4/F4vJDl8ZyAxPF0Jo1Sauo1EZ/q2ixtPxgMeOITn8iVV145dfvRj37EL/3SL839ji1btjAajSiKon1tcXGRb3zjG3zkIx/hlFNO4VWvehUPeMADWF1dbbfZs2cPACeffPIROVaPx+PxeDwej8fj8dx18EKWx+O5Tc4//3y+853vsGPHDs4888ypW7/fn/uZ8847D4Dvfve7U69HUcSjHvUo3vjGN3LVVVdx3XXXTeVsXX311Zx22mls2bLlqB2Px+PxeDwej8fj8XiOT7yQ5fF4bpPf+73fY8+ePTz96U/na1/7Gtdeey3/+3//by655BK01nM/c/LJJ3P++edzxRVXtK/9/d//PX/5l3/JlVdeyU9+8hM+8IEPUNc1Z511VrvNl7/8ZR796Ecf9WPyeDwej8fj8Xg8Hs/xhxeyPB7PbXK3u92Nf/mXf0FrzaMf/WjOPfdcXvziF7OyskIQHPhn5HnPex4f+tCH2ucrKyt86lOf4pGPfCRnn302l19+OR/5yEe4733vC0CWZXzmM5/h0ksvPerH5PF4PB6Px+PxeDye4w/VNM3hr73t8Xg8B2E8HnPWWWfxsY99jF/8xV+8ze3f+c538ulPf5rPfe5zd0LrPB7PbXHhhRdy3nnn8Za3vOWofs+nPvUpLr/8cv7t3/6NPXv28M1vfrMtTwaTnXfZZZfxuc99juuvv56TTz6Ziy66iNe+9rUsLy+3273oRS/iX/7lX7j66qs5++yzufLKK49quz0ej8fj8Xg8dz7ekeXxeI4a3W6XD3zgA+zateuQto/jmLe97W1HuVUej2ejMRwOedjDHsaf//mfz33/xhtv5MYbb+S//bf/xtVXX8373vc+/vEf/5HnPve5+237nOc8h6c97WlHu8kej8fj8Xg8nmOEd2R5PB6Px+PZj2c/+9m8//3vn3rtxz/+MTt27Dhq33ndddfxcz/3c/s5subxiU98gmc84xkMh0OiKJp679WvfjWf+cxn9nNk/eQnP+H3f//3ueKKKyiKgh07dvAXf/EXPP7xjz/CR+LxeDwej8fjOVpEt72Jx+PxeDyeE423vvWt/PCHP+R+97sfr3nNawCziMM8nv/85/PBD37woPsbDAZHtH379u1jaWlpPxHrYPze7/0eRVHwpS99iX6/z3e/+10WFhaOaLs8Ho/H4/F4PEcXL2R5PB6Px+PZj+XlZZIkodfrsX379oNu+5rXvIaXvvSld1LLYNeuXbz2ta/lt3/7t2/X566//nqe/OQnc+655wJwj3vc42g0z+PxeDwej8dzFPFClsfj8Xg8njvE1q1b2bp1653yXWtra/zar/0a55xzDq9+9atv12df9KIX8YIXvIDPfe5zPOpRj+LJT34y97///Y9OQz0ej8fj8Xg8RwUf9u7xeDwej+cO8fznP5+FhYWD3o4E6+vrPPaxj2VxcZFPf/rTxHF8uz7/vOc9j3//93/n4osv5tvf/jYPetCD/AITHo/H4/F4PMcZ3pHl8Xg8Ho9nLkmSoLW+ze3ujNLCtbU1HvOYx5CmKX/3d39Hp9M5rP2cfvrpPP/5z+f5z38+L3/5y3n3u9/NC1/4wiPcWo/H4/F4PB7P0cILWR6Px+PxeOayY8cOvvrVr3LdddexsLDApk2bCIL9zdx3tLRwz549XH/99dx4440A/OAHPwBg+/btbN++nbW1NR796EczGo344Ac/yNraGmtra4AJoA/DEIBrrrmGwWDAzp07GY/H7aqF55xzDkmS8OIXv5jHPe5x3Pve92bv3r184Qtf4Oyzzz7sdns8Ho/H4/F47nxU0zTNsW6Ex+PxeDyejccPf/hDnvWsZ/Gtb32L8XjMj3/8Y3bs2HHEv+d973sfl1xyyX6vX3bZZbz61a/mn//5n/nlX/7luZ9123ThhRfyxS9+8YDbvPCFL+Qf/uEf+OlPf8rS0hKPfexjefOb38zmzZuP6PF4PB6Px+PxeI4eXsjyeDwej8fj8Xg8Ho/H4/EcF/iwd4/H4/F4PB6Px+PxeDwez3GBF7I8Ho/H4/F4PB6Px+PxeDzHBV7I8ng8Ho/H4/F4PB6Px+PxHBd4Icvj8Xg8Ho/H4/F4PB6Px3Nc4IUsj8fj8Xg8Ho/H4/F4PB7PcYEXsjwej8fj8Xg8Ho/H4/F4PMcFXsjyeDwej8fj8Xg8Ho/H4/EcF3ghy+PxeDwej8fj8Xg8Ho/Hc1zghSyPx+PxeDwej8fj8Xg8Hs9xgReyPB6Px+PxeDwej8fj8Xg8xwVeyPJ4PB6Px+PxeDwej8fj8RwXeCHL4/F4PB6Px+PxeDwej8dzXPD/B95flKwdCniTAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib.gridspec import GridSpec", "import matplotlib.pyplot as plt", "import copy", "from mne.viz import plot_topomap", "from matplotlib.cm import ScalarMappable", "from matplotlib.colors import Normalize", "", "outlines = None", "title = \"Grad-CAM Visualization\"", "labels = [\"Auditory\", \"Visual\"]", "", "block_size = 5", "tick_ratio = 1000 / 500", "n_blocs = 1 # Only one \"bloc\" for Grad-CAMs", "n_lines = len(all_cams) # Number of lines for the pyplot figure", "n_cols = n_blocs * block_size + 1 # Number of columns for the pyplot figure", "", "grid = GridSpec(n_lines, n_cols)", "fig = plt.figure(figsize=(n_cols * 2, n_lines * 2))", "plt.title(title)", "plt.axis(\"off\")", "axes = []", "", "for i, (label, cams) in enumerate(zip(labels, all_cams)):", " grayscale_cam = all_cams[i].mean(axis=0)", " grayscale_cam = (grayscale_cam - grayscale_cam.min()) / (grayscale_cam.max() - grayscale_cam.min())", " best_timing = grayscale_cam.max(axis=0).argmax()", " ", " # PCA for topomap", " pca = PCA(10)", " pca.fit(all_cams[i][:, :, best_timing]) # Compute PCA on all cams at the best timing", " components = pca.components_", " ", " for j in range(0, n_blocs * block_size, block_size):", " idx = j // block_size", " length = grayscale_cam.shape[1]", " grads = grayscale_cam[:, :length] # No padding for Grad-CAMs", "", " axes.append(fig.add_subplot(grid[i, j : j + 2]))", " img = np.moveaxis(np.array(input_tensor[0]), 0, 2)", " img = np.array([img[:, :, 0]] * 3)", " img = np.moveaxis(img, 0, 2)", " plt.imshow(img, ", " # interpolation=None,", " aspect=1,", " )", " im = plt.imshow(grayscale_cam, cmap='viridis', alpha=0.6, aspect=1) # Overlay heatmap", " axes[-1].spines[\"top\"].set_visible(False)", " axes[-1].spines[\"right\"].set_visible(False)", " axes[-1].yaxis.tick_right()", "", " x_ticks = [0, int(length / 2), length]", " plt.xticks([0, 75, 150, 225, 300, 375], fontsize=8)", " axes[-1].set_xticklabels([-0.15, 0, 0.15, 0.3, 0.45, 0.6])", " axes[-1].set_yticks([])", "", " if j == 0:", " axes[-1].text(-100, 50, label, ha=\"left\", va=\"center\", rotation=\"vertical\")", " # axes[-1].text(-100, 50, label, ha=\"left\", va=\"center\")", " if idx == n_blocs - 1:", " axes[-1].yaxis.set_label_position(\"left\")", " if i == 0:", " plt.title(\"Grad-CAM\")", " if i == 1:", " plt.xlabel(\"Time (s)\")", " if idx == 0:", " axes[-1].set_ylabel(\"Sensors\")", "", " # Add Topomaps", " # for comp in range(3):", " for comp in range(1):", " axes.append(fig.add_subplot(grid[i, j + 2 + comp]))", " topo_data = (components[comp] - components[comp].min()) / (components[comp].max() - components[comp].min()) # Normalize", " im_topo, _ = plot_topomap(", " topo_data,", " info,", " axes=axes[-1],", " res=300,", " show=False,", " contours=0,", " cmap='viridis',", " outlines=None,", " vlim = (-0.005, 1.1)", " )", " var = 100*pca.explained_variance_ratio_[comp]", " print(f\"explained variance of first component for label {label}: {var:.2f}%\")", " # axes[-1].set_xlabel(f\"t = {best_timing}s; var = {var:.2f}%\")", " axes[-1].set_xlabel(f\"t = {best_timing}s\")", "", " ", " if idx == n_blocs - 1:", " axes.append(fig.add_subplot(grid[i, n_blocs * 3 + comp ]))", "", " # Fix the alpha issue using ScalarMappable for the colorbar", " norm = Normalize(vmin=0, vmax=1) # Use the same vmin and vmax as the image", " sm = ScalarMappable(cmap='viridis', norm=norm) # Create a ScalarMappable for the colorbar", " sm.set_array([]) # Required to create a colorbar from ScalarMappable", " ", " fig.colorbar(", " sm,", " ax=axes[-1], # Attach to the correct axis", " location=\"right\",", " ticks=(0, 0.5, 1), # Use appropriate ticks", " shrink=0.8, # Adjust size as needed", " )", " axes[-1].axis(\"off\")", "", "out_path = \"all_gradcams_visualization.png\"", "plt.tight_layout()", "plt.savefig(os.path.join(fig_path, out_path), dpi=300)", "" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.9" } }, "nbformat": 4, "nbformat_minor": 5 }