{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Spherical Fourier Neural Operators\n", "\n", "A simple notebook to showcase spherical Fourier Neural Operators\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Preparation" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import torch\n", "import torch.nn as nn\n", "from torch.utils.data import DataLoader\n", "from torch.cuda import amp\n", "from torch.optim.lr_scheduler import OneCycleLR\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.animation as animation\n", "\n", "from math import ceil\n", "\n", "import time\n", "\n", "cmap='twilight_shifted'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "enable_amp = False\n", "\n", "# set device\n", "device = torch.device('cuda:0' if torch.cuda.is_available() else 'cpu')\n", "if torch.cuda.is_available():\n", " torch.cuda.set_device(device.index)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Training data\n", "to train our geometric FNOs, we require training data. To this end let us prepare a Dataloader which computes results on the fly:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# dataset\n", "from torch_harmonics.examples.sfno import PdeDataset\n", "\n", "# 1 hour prediction steps\n", "dt = 1*3600\n", "dt_solver = 150\n", "nsteps = dt//dt_solver\n", "dataset = PdeDataset(dt=dt, nsteps=nsteps, dims=(256, 512), device=device, normalize=True)\n", "# There is still an issue with parallel dataloading. Do NOT use it at the moment\n", "dataloader = DataLoader(dataset, batch_size=4, shuffle=True, num_workers=0, persistent_workers=False)\n", "solver = dataset.solver.to(device)\n", "\n", "nlat = dataset.nlat\n", "nlon = dataset.nlon" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "torch.manual_seed(0)\n", "inp, tar = dataset[0]\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata(inp[2], fig, vmax=3, vmin=-3)\n", "plt.title(\"input\")\n", "plt.colorbar(im)\n", "plt.show()\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata(tar[2], fig, vmax=3, vmin=-3)\n", "plt.title(\"target\")\n", "plt.colorbar(im)\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Defining the geometric Fourier Neural Operator" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from torch_harmonics.examples.sfno import SphericalFourierNeuralOperatorNet as SFNO" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "fno_model = SFNO(spectral_transform='sht', filter_type='linear', operator_type='driscoll-healy', img_size=(nlat, nlon),\n", " num_layers=4, scale_factor=3, embed_dim=256).to(device)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Training the model" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def l2loss_sphere(solver, prd, tar, relative=False, polar_opt=0):\n", " loss = solver.integrate_grid((prd - tar)**2, dimensionless=True, polar_opt=polar_opt)\n", " if relative:\n", " loss = loss / solver.integrate_grid(tar**2, dimensionless=True, polar_opt=polar_opt)\n", " loss = torch.mean(loss)\n", " return loss\n", "\n", "def fluct_l2loss_sphere(solver, prd, tar, inp, relative=False, polar_opt=0):\n", " # compute the weighting factor first\n", " fluct = solver.integrate_grid((tar - inp)**2, dimensionless=True, polar_opt=polar_opt)\n", " weight = fluct / torch.sum(fluct, dim=-1, keepdim=True)\n", " # weight = weight.reshape(*weight.shape, 1, 1)\n", " \n", " loss = weight * solver.integrate_grid((prd - tar)**2, dimensionless=True, polar_opt=polar_opt)\n", " if relative:\n", " loss = loss / (weight * solver.integrate_grid(tar**2, dimensionless=True, polar_opt=polar_opt))\n", " loss = torch.mean(loss)\n", " return loss" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# training function\n", "def train_model(model, dataloader, optimizer, scheduler=None, nepochs=20, nfuture=0, num_examples=256, num_valid=8, loss='abs'):\n", "\n", " train_start = time.time()\n", "\n", " for epoch in range(nepochs):\n", "\n", " # time each epoch\n", " epoch_start = time.time()\n", "\n", " dataloader.dataset.set_initial_condition('random')\n", " dataloader.dataset.set_num_examples(num_examples)\n", "\n", " optimizer.zero_grad(set_to_none=True)\n", "\n", " # do the training\n", " acc_loss = 0\n", " model.train()\n", " for inp, tar in dataloader:\n", " with amp.autocast(enabled=enable_amp):\n", " prd = model(inp)\n", " for _ in range(nfuture):\n", " prd = model(prd)\n", " if loss == 'fluct':\n", " loss = fluct_l2loss_sphere(solver, prd, tar, inp, relative=False)\n", " else:\n", " loss = l2loss_sphere(solver, prd, tar, relative=False)\n", "\n", " acc_loss += loss.item() * inp.size(0)\n", "\n", " optimizer.zero_grad(set_to_none=True)\n", " # gscaler.scale(loss).backward()\n", " loss.backward()\n", " optimizer.step()\n", " # gscaler.update()\n", "\n", " if scheduler is not None:\n", " scheduler.step()\n", "\n", " acc_loss = acc_loss / len(dataloader.dataset)\n", "\n", " dataloader.dataset.set_initial_condition('random')\n", " dataloader.dataset.set_num_examples(num_valid)\n", "\n", " # perform validation\n", " valid_loss = 0\n", " model.eval()\n", " with torch.no_grad():\n", " for inp, tar in dataloader:\n", " prd = model(inp)\n", " for _ in range(nfuture):\n", " prd = model(prd)\n", " loss = l2loss_sphere(solver, prd, tar, relative=True)\n", "\n", " valid_loss += loss.item() * inp.size(0)\n", "\n", " valid_loss = valid_loss / len(dataloader.dataset)\n", "\n", " epoch_time = time.time() - epoch_start\n", "\n", " print(f'--------------------------------------------------------------------------------')\n", " print(f'Epoch {epoch} summary:')\n", " print(f'time taken: {epoch_time}')\n", " print(f'accumulated training loss: {acc_loss}')\n", " print(f'relative validation loss: {valid_loss}')\n", "\n", " train_time = time.time() - train_start\n", "\n", " print(f'--------------------------------------------------------------------------------')\n", " print(f'done. Training took {train_time}.')\n", " return valid_loss" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------------------------------------------\n", "Epoch 0 summary:\n", "time taken: 30.86558222770691\n", "accumulated training loss: 0.6265566123183817\n", "relative validation loss: 0.012334701605141163\n", "--------------------------------------------------------------------------------\n", "Epoch 1 summary:\n", "time taken: 30.972100019454956\n", "accumulated training loss: 0.19270113436505198\n", "relative validation loss: 0.008939797524362803\n", "--------------------------------------------------------------------------------\n", "Epoch 2 summary:\n", "time taken: 31.100343942642212\n", "accumulated training loss: 0.16520043299533427\n", "relative validation loss: 0.006787700345739722\n", "--------------------------------------------------------------------------------\n", "Epoch 3 summary:\n", "time taken: 31.07342553138733\n", "accumulated training loss: 0.13038600096479058\n", "relative validation loss: 0.007389088161289692\n", "--------------------------------------------------------------------------------\n", "Epoch 4 summary:\n", "time taken: 31.208359241485596\n", "accumulated training loss: 0.13147166837006807\n", "relative validation loss: 0.009229443036019802\n", "--------------------------------------------------------------------------------\n", "Epoch 5 summary:\n", "time taken: 31.288078546524048\n", "accumulated training loss: 0.12216734082903713\n", "relative validation loss: 0.007763240719214082\n", "--------------------------------------------------------------------------------\n", "Epoch 6 summary:\n", "time taken: 31.260853052139282\n", "accumulated training loss: 0.10728413611650467\n", "relative validation loss: 0.006804670440033078\n", "--------------------------------------------------------------------------------\n", "Epoch 7 summary:\n", "time taken: 31.425776481628418\n", "accumulated training loss: 0.09526405163342133\n", "relative validation loss: 0.006044752197340131\n", "--------------------------------------------------------------------------------\n", "Epoch 8 summary:\n", "time taken: 31.336848258972168\n", "accumulated training loss: 0.10574182099662721\n", "relative validation loss: 0.004922760417684913\n", "--------------------------------------------------------------------------------\n", "Epoch 9 summary:\n", "time taken: 31.249579429626465\n", "accumulated training loss: 0.09587052289862186\n", "relative validation loss: 0.006112596718594432\n", "--------------------------------------------------------------------------------\n", "done. Training took 311.78155875205994.\n" ] }, { "data": { "text/plain": [ "0.006112596718594432" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# set seed\n", "torch.manual_seed(333)\n", "torch.cuda.manual_seed(333)\n", "\n", "optimizer = torch.optim.Adam(fno_model.parameters(), lr=3E-3, weight_decay=0.0)\n", "gscaler = amp.GradScaler(enabled=enable_amp)\n", "train_model(fno_model, dataloader, optimizer, nepochs=10)\n", "\n", "# multistep training\n", "# learning_rate = 5e-4\n", "# optimizer = torch.optim.Adam(fno_model.parameters(), lr=learning_rate)\n", "# dataloader.dataset.nsteps = 2 * dt//dt_solver\n", "# train_model(fno_model, dataloader, optimizer, nepochs=10, nfuture=1)\n", "# dataloader.dataset.nsteps = 1 * dt//dt_solver" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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YusAWh7i6xBXz4OXUFSJucGWNdw5vHKq1fObFU3z67aeiX/7j+7/rP77l/r+1ubn5PXt7e//whHPzZ5sA1PviQzxN7KPWkxFCrG1vb3+3Sgff8Je+7i9GX/LqV1JeeSt2fogrw3Ut4gQ9WEfEKVKFSgreBS+mWmAXE+xsAkJgDieYyYJmWtPODW3lEAJsG46vVAKdBpCJB5pkLSNaH4KURFunSbYvApBu3E7c2wQhaIWiMC2ts0zrFusd8yaELY31SMB6j5aSSAUvJlGKTCsiJelHMUrIVdIXQqgHYNvqKE+0DIXwiCWwqAipY6QKoV0AGY3vUMYv39/9XwCiAzBvDbaZY6rpqopl6wW2mOCqElfOsYtFyOG0Bm9s+OkB56iM5T/+8X388h++u53U9jv39/f/sfe+ukWXwoe9jfTQf/z48Tknv7r3Gyfh0q02IUSyvb39t9P+4Js/9XO+OPqWL3wV5YNvpnzXO5BpuKH0eIzsj1D5EJ2PUGk/3GRS4b3DNgVmcYCd7WMOdjEHhzT7IcnbTGuahcVUXWnaBmzScbgZk4EmHiVE4xyhFfGp0+j1U8goId26BEA6PIuXMRbH3DQY55h3yd+yDR5P6xxKCKIu0RtLifWeRCnGaVe6RiIAb6tVOdpW0wCK9Qwh5MoDCcdGgpCBcKdihFRInSF10r1BYwjrMT40ZR63ZQtD1CmIeNd0yeWCttgPx6ycBs+mWoScjbX4tgvb6rAt3lhc3VA0Lf/+j+7j1/7wnc1hZb/54ODgJ7x/DJHnxBhHQ/9J45c8rvf+0u5/OwmXbqVprT/u7G3n/8Onffbnb37bV34xs9//JXb+47/AW49QAqEkycU7iNZOEY9OI+McnfQR3dPc2xZTz7DVDJ0NcdUcZHjyr0q6S8buklYiQekAMFFPEQ/jVfIz2t7Ge4eMU+LhKYQQxP1TADh8+OePGMAKiDv2XhaplYscKkqKRGliqToCnkB4i2lmNyV0m/kNEBJTTBBSBW9m6a0IgYwzbFOgkh5RNsaZEqEUUqZh//CUNng+tbHUx8I8KQLQAKRak0pNkoy7loXAIGZ0GlMcYIpDXLlYJYuxFtlzK1R2dcUI+Atb6/z5Fz0r/pnfeus//l/veuSbhBCf4b1/9xN3VXxkmOTpGy59VICMEKJ/24Xbf+q5L3zRF/7o9/0Dod7y/7L7H95AeX2O1IL01IBoY434zHmi4TbJ+nni3iZSpTgEvmsopNPssFUogCyTot52XJLOKZQSZCoDQ1d1QNBXRMNwo8abw+AtxQnx1gWEiojy9e6zIVHrcKukrvcQSYHzAt15LJEURFIRK0UkQzo3ErLj5nhMfYgzNbYt8abGO0szuXbk0cwPEVrjqhIZp3jbItMeopwh4rCdrq2IB6eCt0GDkxGq81LmTcjrFK2hNAFolp3f/Vgza1pyrenHMblKEFlClq5h23loW1ARRie4ukBEMd6YTv6mO2c6wpuQTF4blfzV01viU9/54DP+0S//9jtvv3DbDz50+dHvPOHYBHu652Q+4kEmTdNXnzt/8Re+7Cu+YvD5d+WYP/o3zO+/jq0dKpEkm330aMDaSz6TZHQOKRMKbzg0LcaUaBlOXqYjMhHo9UvzzoRSrbFEg5RmUiKkQGcKbz1aLT2YCJloVBYRbawBoAZrqN4QlQ3R2Sg87aN0lWx13uJYejEQK4XzIQcSKYl1nlipleeiEXhvcKag7Urrtp7j2grXlDQHV1fcFTs9AKkQSuLKEpmmuLZF9YNHoUbruLogGm1jqgk4i8zXkd7SIGitQwrJXhnSJIsmlNTDdsN+0WKdZ5xFDJOWcReGriUpcTwAxIqIaFUHqu1RSCdUhJAauQS7ugAheeHaFj/57DvFT//Sf//WX3Puy6Moek3btn90yy6eDxMTCPSJJ/PkmxBi7dyF23/+Gc9/yaf/k+/4RgbtDpP/9UaKnQohYXDHmOS2c6Tn76F3+h5UtsF+U1K0UyZ1y7Sr4ozScIi2c0mqdVeqDbkEu5jhqgo1yGn3puBApxpnHUQglURl4fPRKEf1cmSWo8cbyCQnGp5CxTlRNkaoGCljHGBwOHznGUiECODivEMt8x5aIjsnWRHyH842gdHbLLDVFFsXNHuPhN6ktgFrOpAJjF+UxJU1MqtxVSgxiyjc9CIObQKuLpAbF2gWuySDMyRArRSzpiFWkmuzkEdZ1I6qPUqXSCGYljWDtOUgaznbT7lmFqylKb14SKxj4v4WpprRznewzQK8PyLuqRgVpaGyN9hGqhi3cYG8mvENW2f4tHe86+wP/NyvvOWTP+4l//l//s7vfa73/ii59FFo8gnyZDohtf8JJAR8+Dfe++/+UNb5EQkyG1unXn/6/B3/4gu+6mvjb/zcV7P327/Azh8+gLeedD0mPTUiuXA78dYF+mfv5d2lo+9nvHtvzrS0GOeJlGCca4ZJBxJSgm9p5juopE957d3Y6SEyTWn3DgIXJlZ465BSIrVCZRFCS/R4CIBe2wg/B1uoJCfuBwKejNKuciOxOI4n48PFIzoBquDlqC65KgitCsYEb2WZ0K0PHsV13B1XFoGr0rb4tqU9nK/yR7ZoEEogG4NrAgDJJMY3DWowpD24TrR+mma+Szo6h3P1KjcziGMemszpxYork4aDmUUIqJqjbU8iwaJ07C8sRWPRUnCQNpwf9hhGKQpBlIXyuK2n2KbAO4sQEqFjVJSHZkyddO0XEvqnSNcu8LzNi/zUs+/l5/7tL7364UfOXdNav8YY8zu39sp6elpHOniiVlcDn+q9nwshIuC3hBC/6r1/4we7wo8okBFCbF96zssf2L7j+b3v+77v4i51wPVffgPzB/fx1hOPYtY+6RNINi/S276biXW89XDKlUnDjYMZw77kYOqINAxyhZaCRCtyrcllRD29jEr6LC6/lebaZZASs7uPawxCiS6BLFGRREQalcXIPEMmycp7Ub01dD5CpwNU0kOqGCkiEAq7TPZ2+yNFAJdlzC05amEQnUaMM/VRG0M1C2S4coatOkJcscA3Da5pMbMC31q8DQllWxmEFIjG4k1g+Po2lJOFUnhjkGkWQqd8DTdvSYfn6auYR+sZ272Ud+/NWdShXD+ZWYQQNJWjLjxxJtBR2N6idGyNNZPSUrSW28eOjTQFIYnTEVJFSJVgmiMOnnct3kXgY6TQNCLkx0SU0d9+Fr2tu/i6r7/Ip3zC742/75//u98+ffr0z1y/fv0vf7RxawSgl5WGD9G6TvnlSYi65UMqQX/EgIzW+kXrp57xe3c9/7X84+/6Uop3/wa7v/U/MGVLtt0jPrVBcv4Z9C+8kGhwlocWU+7bW3DtoGW2cFjjqbuncJZIhpnkVD8hkoLNJKeZPoJAML/8R7Q7j4JzwYNpDN44fMfAlUnnbeSh7KuH4/BzFLyWeLiNUBE6W+vKxBFeKDxdRcmHi0Z2DJSVjgwC1eVdvAtyUs52AFPPMNUUV4fWBlcX+CowbX3T4OoGMy9xtcWZACjeeWzjggxFu6xitSgXEtlCLxBxg0xT1GANU06I+1s4V+NkTKIUu2W1kv2czCxKCWaHXRLYeBa7DpUIdCKoFo6icGysa+ZVw6KZ8ox1Q6o1gzimH/UBsarWedsihESqCKGWxEBH4yyFaTHOkSjN5ubd3P0xOf/83hfx8//hV77yF3/1179SCHG79/6hW3zJPY1MfCDh0qYQ4s3H/v8G7/0bblpbIEv9PvBM4Me992/6ULbuIwJkXvDyL/i5jTN3fulrv+67+b++4GNZXH0rxR//PkIrsjN9otOnSc/dTf/sc6h1yjv2dnlgt2Ln0FAsPM56dCRwjWc8Upwaay6t9+jHmu2kR7l/HwCLB99Cu3MVV9e0+6HCZDt2r/cetQythj1QEr2+AUoRrZ9C6gSdj9HZGAAVZYBceTCwJMOFfQpBkkB1eRcB4G3X5hDAxbZF4O3Uc1xTrQDG1WVYmgZX1diyCd6LDQxb13qcdXgLzrtVBcy1HqEteI8tG7SUIeeUW0xxSNTfxFRTdL7FII45qGrWMs3O1NDLJNevG6QSVEugqR1m4mhTiUwk9dRRLjxrm4pF2TCvLM/cytgrK872c9ai3iqx7kx9JKS1JAB6T20t88ZQtIbWVRwmNeN0k43Bab7k8z+XZ962yff+xL98MI7jT2ma5r/fqmvu6WRChAbZx2m7fxZPxntvgRcIIcbAvxdCPMd7/8cf7PZ9WIOMEELfec+nvb2pqzu/6rt/hK/7pLuZ3P+bVA++He8cMtbo9TU2X/w6Gp3w9oMJ9+8eArBzaFjMA8DESThDg4HkGacT7lwfkEcROY7pg78NQPHA23BlQbs/pTkI3rhrHEIL8B7VJYhVEoGSqF4PlXe9Sb01hIqJ8vUQFui0k3cQqxDp2F6tOA9LmQjvAwwtAcbWi6B01xS4pghs2nIWErx1GUhuTROWY3Xw47ke0YUeAM56pAqtCa51CClC97S1+KYO1R2lOm8mDg2W3pNHmiuzCiVhMnM4C03hMAuHNx4/M6AFdmGxWiAyxXxiqOea0bbmcuFYVI47T6Xctz/j0hqM4xSNR8YR1txM8hUiALFxYSLDvLHsLVpiXXHHOGdzfIGPf+Xr+PFT23zr33/Db3zj13/D7//4P/snL/5IF8t6IsOl4+a9PxRC/AbwauCjD2SEEOtnNp9ztee34q/+wb/M6593gZ0/+LeYgx1826J6OYPnfxL51l00OuH+wwkP7JVc2wvUiqoM191wrMgSQZZIbt9IeO5WSM66yWUOr7wDszikui9wv8prU2xlsY3DmfD5ZT+SSjSuscj1GKxD5j2Qimi0jUr63TIILFqVPIaev9qrDliWINP1F3mDMw3gcaa5GWCaEtdUQXbBdmJTS2DpiHEIgZACqSTWelQisY1FiuAsyKU8nyC8T8ubP991XnOsXyqSMoQ5saZIHdOFI0oE9dwjFLhp10R52KyaK/2kRfQ0TevZmzt6pyOuFAbnKp55OuHd+1NuGxo2soxMaJTOOKLChArbOE7RMgiEWe+5ctjisUzLGaOs4O7NAbe/8FW84fu3+Ts/8s8+9hM/7uV/LIT4mI/06tMH4Mn8qSaE2ALaDmAy4NOBH/hQ1vlhCTJRFD1nfeMZb7vntlfxsr/6OXz+c29j8uDvgHeo3gA1WCPZvEi2cYlWJfzJ3j4P7dXszyymA4c0E/QySZYK+oniY86O2U5yrCkobryT8pF3YKcHFPc9AsD8WokQsNi36Fhg2pDYtMaSjSNsY0k3e6FRcWsL1Q86MdFgE6mTUCnRcbcHomP0suLCACuAWT6TlvkXZ+vAd7HNsRJ6p/vSsXn9MRAIK5OBwRtp8B4HCA9RqvGtRSiBMy5Uw2JF1y0QmM9R4NAIIVZUf6GioAncs4EFHOU01tKLFd7D2kAxm1iSvmIxsYhU4m50bQLzQNxDS3xlEP0I1zjmrSc/G3HlkZaicjzjbMI7d+fcvQnrXWtEJCJkt3FLImDckRCVEKSxYFp45oXpyugTzgwr7rnwAr7///pO/uUv/Jtn142phBBnvfdXn7ir8OljyxzeE2RngP+7y8tI4Be89//pQ1nhhx3I3Hn3J33rcHTx+z/h3m/gZd/4Ur7s+eeppo+E0mecokdbJOOzpGsXmKN46OCQ67OWRRWEntJUkkSCQS45PYpZzyIuDIZEpqKaPMTkbb+BnU8pH7pOuVvSLCzTvQAETQ1xAvOpJ+9DvfDkI4kznniokVlI9sokxVtLeuoSOhkAoOKc5Xmz+BXIwFH+ZZnsBRdCJG9xtrnZezFNaNJsSrxtgordUvtFyNDdrSTQAZqUSCkQyqAHGb41uNYgW4trQxJYZVHHWg4fUVkS1qEVMopWnoiMEvAOIRURQUY0UYpBqphXLVEiKKcWoQVuYRF9jdspoQ46Mr4xiCTCVy0+ixAmZlFY4nMxBzfgfmounYl5x86MC2PDbYP+ismsumPT4tBC0o8iisQwqQxCgLFwMLFMZkEGw/p9nrNxG1/+Ra/j0vnTTCf7V7TWLzXG/O4tv0ifAluSRj9U896/FXh84jSP0z5sQEYIIe991mdfLieLs696xfdw+2vP87nPPYN3LfXBowDEa2eIB9ukw9uYe8e1+ZzdoqGoHUksSOIghbDe05wfZYzThDUVURy8h9nhVeZv+W3MomL24ITFvqFcwOQwfH+nhkmnssmS+JuPwC1v1NYQn95G9YIXo/M1hNSodIhUCTcDzBHEiGUliWVpuu0U50yQTrBN8GRMgzc1rg2iWTfpvwgRqjBeB7AxLUIKvFJ4rZFradf13CKaBpwLui7WonoBfLwNYKX6+Wp9IopXWr7hezs1PGmJZJCPyLQk0YJ+T1J2eS7XKNykRSiJVwKaLtRa1IhYg/WhIjdOaB6p4baEw114gIZnnE24PKkQAs71+1jvSKQ+CiWF6KpSEaPUUDSOogyTHZoaHrzSYJ3H+V3uGG/xik/7bM5urfEtP/ATb1pfX//a/f39n7qV1+qTbR9g4vdJtw8LkBFCyDsvfbp1hxWf8oK/weAlp3npXT1SU1ItdtHZECEVOh2h8zUKPLtlyWHZ0hrPoJNYyGPJVi/hbL9HT8UU197KwWyXdu8K0z/43wDceMeC6SEsCjjohnm0Dlrn6Xecj80hlAWsb4X7O91IUL1AUlODMQhBvH4bKu4hdYzSKTb0QweQ8X7VD7V8AAWg8UF2oVPdAzpPpu5CpCaESEsdmK45UcgOWKwM7QLO4qMYrEFmvS5P04FD2yDbJnBg2qYDmV4g63V5HTUYhiZOqUApZNpDxikySvA+bKMQglgGDlEZWfqpZFY4BmNJUzh0X9GWFp/r4MnIo1DOrxTyJP6wRpzOaR5tEOcTioXnPdcabtuK2Fk0KFFwupdTO7MCGoMllpJ+HDHODIvWMi8ddSNoG4+tPA8+0rJzaJGXBHeMBzzz2S/ip77v2/jWH/qpn/yGb/jGb/+Jn/ixS7f2qn3yLCR+n+qteP/2tAcZIYR8xp2ffC1pM15w9+tIXrTNiz+mx8dsbmGaaUikxjkqytDpECsjDstiJY2w0VtKUGq28pT1KMOagoM//nXM4S7t3g57vx88ocv3OYyBaxMojKPqEqi1c4y0YtLAVi5oWtheAx0JkqEiGnSNj2fPEq2fAzoZzSRIRLiOyQtBImFZ7AhEu6MwKYRIDtt2gt7OBIBpg0ymf6z2rgxFbg8IVACYY8dO5ePwi3c36fKu1tU26ME6ri07L6fGW4MarN0koqWyITJKkDrBm7rT1fEkQtGLIyZ1w3oesagd1nnSgWRRGdRIY1qHGKf4Sd3BrDkaQFW2obVhp0SeyWmnlkoLogiu7bdEW4LDqiGSgq08p/WWWCg0CoMlVZpxklDnjnnlaFpP23gaA672zL3jzQ8suLxW8ymXtlk7dQc/9K1fx7f90E/fsb29/V03btz4O0/4BfuU2AfEk3nS7WkNMkIIeeedf85kozXx/NOfz+ZrTvGaF405PxwADiEUcX8bKWOMCOnBw6akNBYpBKM0AMx2njGOU2hmlAdXOfyDXwOguO8RrvxR6ON54GFoDFwpW4SAA9OgEDTeMVIxM2PZSEIbWi+HJAul32QUvBi9tka8dR4ZxSSjc+hsFABGaFpvscvu5w5glpIIQJfOdKsQyDsTNHiXYNNNEHC2fW9pTCGQURZo90oHoOm0b46U7oKtvJkul+NMTTTY6ljD1SoUiwYbR2LinZ6vjHOEVKi4F7bWGxChOXM9S4CaXiKpWs94nUBunDjUeoy9USM2UvxBSCrTaRWjJDQW0YvwezU+zjCFo4wFceK5MWnJIsmiNSRNzVqSYnFoFBIJwtGP4zCfyjka4zEWrHWYxtPWnjkOIQz/48EbfNodp1nL1/i+b/4q/voPmu/5K9/0N779R3/4H2RP9HX7ZFtghD/VW/H+7WkLMkIIeefdf87k6+viedlryV++SRRDppdyACL0tAhNi6NxBus9xnliFWZCKylYSzIiZyj37qOZXKN84G2Yg0Mm79pl92HDbArvuB5u3Ie7+UMz1xALhelu6ExqGg93xBHWQX8Q7t3R+ZRolCHjCD3eIB6fASDK15AqwwGVa6mtQUmJdUspToHyAi/EyvPwPsw5ciu93PqoitTWx0aPLPVqVBCYUhFCR6HBspNQkDruRq50oLMsIXsfKlHOhKRyWxH1NvG2DYLoq6pVTTzcXnlTOht1+sQqdEgLCQRlvlRqjHZI0XBulGJdhbWe9S3Nvje0sQCR4CYGsZ3h9irEKMXPakQ/xtcWErXy931X/SsLz3gg2Jm1rGfhYVEYw0DHBHFSgUOBcIySEMYVTeDvOOcxSWhvMI2nLB2TheX3r+3ycWdOkfXG/MNv+Vq+44d+Ov2Gb/pm+xM//ENHGhMfjtYNDny62tMSZIQQ8u7nv7qN2754Xv+z0M/e5K57Ey5tpqGXSGjA41cAE1x74yyJkvS6TuJcRbhil7LYZ/HQH1F2fJdrv3eDa494Jgt4ZG6ZmpZHTUjAVB0vo+0AZltnNN5yVy88wc9uQzYQ5OuaZD0n2tpADdfIz9+LTkdEvXWQKQ2WxjlmTVC201Ku5ltLEZocj+LoTsyy8xqWperV0gHDyosRIngrHcBInQSSX5QiVRKmPerQFxT0gpepZVY6v3iPsw066uO9RdlB972hm1sngxXoeG/RSX95dvDeInw4BwJBKjXbvYzDqubCWgpULGKHFLB7w5ANI+aRwNUOkhw/M8gzPXxpkYMI3zhkX4MHlUlM7cj6isnccX4r4uqsph9H5FrQeocSCu8NUoQqlxSC9TSjGTmEKBGiYX9iiSLJbOIo556pdlzRDW9WO7x4+y50vsv3fevX81e+90flV/ylbzz42X/2Y2u35GJ+EkxwAjIfkAkh5F3Pe3Ub2758wTO/CH1pyIUX50RKcGltQE9HKxq+w9G6kFK13qOkJOv0SWKg2H0XzfQG7eQG0zcH2ZHLfzBjOoGH9z0PlxULZziwFS0OKzxeeLSXNFg2ZPCkzycZwwTWhjAYQ5RJsq2c/O47Aehf+hiS8XkArIyZd0zVedNSGoNxQRYzgIsg70DwJhqqdyGM6byH1U/njohw3ejIVTi0BBiddOpz6UqX97gm75Lwt6xoLSFHq5QGhxQRSoYEtfMhdyNVWKczYaKk1MkqdFrqAHtvkUKHUSsKmsjSj4Pg+c68YWugiSPB4dSyfiFicsMSnRaUOwpXe+RQ4xYWdSrBN55oTeGdJx1oTAsba5JZZblzO1uJdeVCro6bNSVSRWihUUKxnedhFpYUtKamqBx5X1KVnmLuaGpPrGvepve5fTSiN7L847/19XzzD75h/Pqv/6vtz/3TH4me4Mv5SbMnqIJ9S+xpBTJCCPn8T3xtK8RAPnf0eciNjLW7U/JU8vyzA6QQQS1OBE6HIyixrcS0hQyELVtRTB6hme1SPfpuDn/3TwDYeaBmPoMrB3C5rCmcYb8DmFY6vADtwk05FDEDFbGuYzYySZbA2gYMz8QkaynJ+dMApOfuIl2/HQAvY3bKBYUxWOdZtIbauMCKdQbVjSxJvMN5eayM3XVfOxM6j5fey3J42jEPhk6HV+ioa1EIYKCiLLQrqAgpIzwSg8dhuzDyiPYnOOrwnrfNSmEvjLRNUBIsHiVSZBThfBsATmrEMmwTAWRAIIQiEYphnDBvG+4YD0jUgp1Fw4XNmCwxKAlZLplOHPmlmMmOJR9JFgcW34JeE3gH2VDinWe8rjDGc3ocMa0Mp3pQGkNPR0hvWUK0qaZIHfY/E5pTeY9EKYx1XJu2lJUnijxV6XAOruwYxnnLOK050z9F1hb86Pd8B6//m9+tX/bpn/v/e+N/+cVPvbVX+RNv4iRcenwmhJAve+VntVXTl8+77YsRPc3gWTlaw92n05W27bJTGbqns/cr2cnwhprFjXcCUNz3FhbvuoxKFZf/MORb7rvh2WkaDmzN3DXUwmJk1yLgIPKSRCjGKsF6z6lM0U/h1GkY3xaTjBOy28+S3v4sdD4m37oTJ2Mcjt1ywY2iQkvBpDKUrcM5j/PhSRMrSWtdmCYgHawoZuJYWGSPwiO4ic4fwh+NjIJerljlYNJjABPjujJv61y3BI0c548kPaUAKSSLtiWWkkgpEhVGqERC0npHLCVaKKRQIUQSYlUBWzVEeLvatkxoVCwx3nFu0KcXVZTGMko179mreOaZhBu9loOp5fylmL09w9k7YiaHlvGaYlGE/qfxKKgAbo00rfGcW0+ZNQ3nBwOi7niZNoS33jtMNQnhk06JhWYzybHrniwquDptKDuOTtOEa+f+qzWJDgLsW2uXqA8e4Gf/3t/iS77l+z7l1a//hvY//9xPfFh5NCfh0uO0V3/eFzwqokRuDb4YYTzJhZQ4k9xze0ov0qtqTJCgDCaEWA2U93gwJfXhZVSUMnvH71BfvoY3jof/KIQv77kCM2OZ2ZaZa2iDRBSqu4cTr4iEYlNljFTE+V7EbdvQG8DG7QnJWkp6+23kl56Lzsdkm8+gEgprW64uFlyb1RTdBV21DuM8/URRNJZYy25etUIKie5kM1fOf+ehrBTI4Yhst9pfuZr9JFSEinNklIeEr9RIGeEQtN7SOEtlDY21NNbRWIf1HUfHLwlcgnljidVyKJwiUZZUK4zzWK1IZGi+U50cxbJYtWQZd8yfUEr3jlhotNBIBWlPMW8btFSspTHXFzXPOh1xo98wSDS745b9meHOOxJ2Dg3PvC3hsLCcX48pGsuFcbZK5p8b9GidI1N6BTCmPGQ5B8tMJuhkQNTbREo4lfbItMb5KddnDXIgqBq3kvN4z07NWhrRi2L644v4/Qf4xTf8Ez7jK75Wr6+vf82HG2HvJFz6M2xtbe3Ln/38F56+91O/neaRhuhCStyX3HE+YpgotJQ38QACLyT4AUsPRriG4iBIiMze8Ts0V67iPezcV5H14B33h36/iWmYuabjbIDuwpYUTSY0azphrCLO9jQXTkPeh/U7UpKNHunt5+k944UkwzPE/W3225qDqsJ6x7t2CsrGEWvBogp8G9e5XJESIbzznn6sQgIYOvqdgK5HKWjwHoVKwLFQSa7K1CEnoxFCrRK+S2U90yXCK2uojF3lhBrraK3HHuvGFkJQtpZICrSS1NaRKEvjNLnWFK3Ba0g6PRfVdcnQdV2F7fOhY1s4hJBYW4b8jVBE3rEWhcT52d6AcZqyX1Vsb2c8NFnwvNMDdoY1u4uWF97e46Bsed658POerQFFazg/6GO9Z6hCy4btAKbt5jmZYh9bTlHZkLq5jnMmkDKTISOluXN9yDApuDavqdug0mdMOAZ/cn1BvOyYj3uY+RX+w0//FJ/9pZ//k1rrt364tCAIccREfzraUw4yURS98O677/nZO1/+12gfbVHjCJVKdCTIY0k/0aEc3RHXlor4sht2HzyRlmZ+A50MmN7/Jtx8hqsaJg/MUBoevQzjHN6+a6i9W3k/ke86qJFkUjNWMbfnCVkMt52B/lgwvpjTu/sCAMNnfTzx8DRSJ8ys4fJ0gfWeywc1BzNLpAWHM9ddxJBngqr2+Bi08gy0OsqLiEDC89DpxNjV6NhVJek4wCxzMcsS9bKc3IGNEKFlwXqH8Y7GHgFM2S69Gd/R7Y+Ov7GeVni08hjrsJG6CYikWKaCRBCR6nIwAJ62K1TZzqsJYlPOtqu5Td63JCoBBAOpSPIeiZCMt1Pmbc096znTfs0wTpi1YRTvc7Z7FK3h9uEQ4x0DFQdYa+eAoC32AWjnO6v9aPYfQffWaA6vYOID0rXzSJ0y0in5aIgQU3YWDZEWWAez0uI9TOuWftywPjiDWNzAtTv80x/9Cb7wy776TUKIM977a7fkwn+C7cSTeT8mhNi64867/uCTv/LbKd4TIbIgbhRlgrsuJYyziEyrrrX/aDTJUo7S44kQmLZASM3i+jtx5RzXtlQ7BTqV7F11ZCncd90zihQzq8hQTG3LsBtpshUlKATn+5o0gnO3QW8sGV7s07vnmQBkF59Nunk3ALt1wbv2DrEeHt1vOJw62iYIX7VNJ7UgBFqHBGtrAtDY7u5WUqBE6MTWBOGoJbt3lYu56Th1XoyUR3kZna64MgKJQ+IIA9faLjzynlWoVBmHdQFUloRAuuPYdtsVftjup6EXaWpjUUKGjnAVwkmF6PIzK5YP3pqV1+XaOU4EEHRtgY0CI9uUh+h8HXSGbOasx0MMnu04oQI2o4T1OMPiGKkEgydIq3tsM0UIRTO/DkLSzm4AYOYHqzvMLA4Cd8jUlLZF99aJ+1tEOuOO4Yi1tOI9B3OmtWV7GDGrLDfmDalWZDqi3ztFs7jOM073+cq/9tf5+Z98w1UhRPrhIBMhT3Iy721CiOjFL3rJI5/1+r/AI4tToFpkLomGitvviBmmirUsIlHLGc5d6bXzYryHWEicqxAyojp8NyrJwXna/Sm6p5lercl6cGMPNnPBIzPHZpRw0Daci3MqZ9mKw1Py/Egw6MPaliBfU0Q9Tf8FzwWgd+G59LbvofaWK4s579xZBMFx69k/tJRzj9JQF26V70hygTFgtacXKerWI3KBloJIHuWRvPc424bZSMu51I/JxayOmYq6nIzopjumKw9n2XTpOlEn0VXdWhsWAOcCwDh3FMo5ES5Q60F4T2NBCBeG0glLrBRtRyLUUqKEX4WqQkg8FiFUaBdYspVNfVRuF5Jmdr2Tu8hCzizuodIh5cEDxP1tnNKoeoFPerhqjo57NOUEGec4qbH1PkLFNIsbCKloJtcQUtLO9sI+LBYgRAC6pkLlQ7xtw+vblnhwCpxlLVtHrQv2q+AxLSkFi9ZwUFWQQq93CttM+KbP/Ux+97f/hF58qhBC6Kez8NVJuPR+7PM+789fP3f7pfiaeTbNtRqRSFQu0bHg1ChimGpa60DTaYccyVB6ApkNPEJo6sU1ov4Wiwf/EDM5QCUR5fUF2Vgzf8iwuQZXd+FULtkrHRfylHnruK2nsQ7OrAcW73BTsnZn6KBOb7+N7Nw9RPmYeHSRqW0oTcuDhwXXDlqsg8mBpZqHG7DlmFokoOMAPEIIWusZZJJIim4YWwibIiTeVysCHBAAxx11WC9BZLnioNzfNUR2Hckg8N0wuGXzpV8leT1KCowJYdLxW2VJA8CJ1SBMIUKexbqjFgjnHdaD7UrvShz1jAsZJjQst88t52oveT7e4+oFTmmsmiOkop3vIZMetpxiygk6G9FMrhENt1E6pZ5cIe5vU+7ej0r6Qctmdh0hNc00AE073QEhsUWQQfVNhW9qRJxgJrso2yKzAeW1d+NdABq3uMFavonOFYmqmTUtjXU47ymNITUtUSRJ4hHWFPzLH/ibfM7X/h/yxR/31Y8A557I6/+JthNP5jH2ea99zU8horX83s/ixltLhBaoXNLb0GxuKBoT5jwPk4heHN0kyOMBfUw9zrYLonyN4vo7w4ygLKfZOSDqR5SXS/IB7N2AjSHsT+HcUDKv4dIgnJX19ZDclUqw+fxtAJLzF+jf+VIA5Og8u3XBom15+405j+4Eb2Mxc1SzoJe7qugKEAringy0EimItCCLBbESZFHoWk6UIrBlHdY0q8FmS62YlQKdd13ORazkFhAS1XkwQsrVxMmlAFYAF24ClGVeZTlszjgfws33EtATKzJb+P7A4Akl+JAPW+rghErTknl9dIUH0OlmW3c9VwC2mnf7E9odmoMrqLRPvfsQbZKjkj7V9fuRaR8Zxcyv/DFRf4Nq9z3IOACSjBIQAtt5LiuAqcrV97tigYgizOQAWZfo4QbltXdhikOyrWdg2wUDnZLnfWJVMG9CBc77QJ7UUiK0IFIRYPjZH/sH/LlXvu5snuevKIriv38Ql/stNyGe3iDzpG9akiQf/+BDD/7FV3/9N7Pz9hocqKEi39QMR5L1oWKrH3O6nzGME3RXtpVC3PQz3FAWpTNMNcU2Jao3wjc1epDjWkc21ngH4/VwIk5vQqThwinY2oKzt8HaKUk2Umw9dw2ZJmR3PovRs1+BijLyjTu5XizYLSsenpTsHBraFib7jsWexRSdKHfTTSvwIJSA7qRHnTREFknyWNGP9YrtG6FWI008HtdWK1bvso9paUtx7WXC94iUt/RigGMAs/qcgFjLY+ARgCbRXdimukWKrrwuiVQYhRsrcby3cmW+A5rVdyBXpXWhQhIaITpmcOfddKDjTYstZ5jFAbaY0h5eB8Ac3KDevYwzNc3OwzT7j+JNS737EN60tPuhS76d7GDnh3hnsGWY2uGbqlv3kZ6xa5oQujU17UHI3bSH1ymuv4tmehXTLJCuZjvpcbqX04+jFQ+raFvmbU2JQAhNL8n49h/7QfobZ39DCHHxg7nmnwxT6vEtT4U9qZ6MEOLcPXfe+Vvf+v0/zBvf4/HGoceaZKQYrkm2x5o7N3PW05RM65Bw7C7oI9fdh05coUEonK27nqE1yukuajjCTGYkaxnzR2b0NxTTHctGcFIYjCBKBbb1DE5FCCno376OXhsj8x7pmTsDgzbb5P7ZBIBHDise3mkpi5DgrecWW3XeRiC9IhR458OY2kjQH4YzmsaSQRoAZhDHq2FtdA2KOIut5ysCnrdmlfxd3qTL3MbxhK/USSfU+f7LCkoIvAhztKWWtM6H1omuSre05WwngDxSSLEEoRAaLSsXauWxHJPc6ipfy7ngUoN3gSFsnQ1CWoaVRxO0iDtPpwrlaCEVbjENHolSmIMdRJzimwoRpwilMfvXEWmGLYK8x3EOkXe2i/OO/c17MAYBmMk+Muthprur/rC4v4WMHD2dozNJYdsgD+I8lQnJb6c9iVS84t47eeMX/3X+20//yINCiN7Tba7T092TedJARgghXnDvPW/9m9/0zbzpwYTp/TWqr4hHiuG64plnEy6MMzazjEzplfq6w9+kwQKBqdp6SyIkSme05R7O1OjBOvXsED0eUj1yg2wzo7heMDoVdtM2Yf61bT2jCwlCCLKL2+jRGjLL6d3+QuLBNirqsdeUGOe4b6/g0Z2WsgjSAdXE4pouROoSqkIv5SkFOhYkmURKSGPBKA/l9/UsDh6CUGjAmgLvDKaeHeUvjss5dPu/6raO0lXCdzkve2meLjzq/q+lxLgjTyhWEis9uiPiHQ0w8KsO7WVIBUF7Z+n9BI7S0UB30YVZThxV+gJfJzCNvTOr5kzvDNY2qDSo2/lu6gHOgun0f9tmdW5tuQjbIxWum85p59MgASoVvpgjtMa1TQAv13l8YYwBQuug/Kd0+A4h8DYwlV25gAyY7dN0khpxfwvvWpJ4GMTFhKQyhtpaamsCEEcQK82rX/0i3vPrn0yWRP+BIK79tLJbMKzgCbMnDWROb299w92Xzq//bnUn0wdDkjMeKQbrirvPJ1wc52znGZmKOrJ9eOLa7qkphFjdOI2zJErT4tHeoZIBUW8DszhAD9ep5zPizTAadlnlaCY1yVqMrSy9c6HxMRr2iLZOo/IBvfPPJco3UVHOjbpkr6zYL1sO55ayCDdBU7oAMLa7UwWIqEvIxoJkoIgSsXJLh7liPdeMkphxknYMX4GzJc62tOUhztTYah4qRMuqDAAu9ApJ2UlaSFQUNF3gKCG8bHxcJntXlTgRkswQWgrguEzGzRZC0JvnKfciHQS1uvaD5euhqtQd2hUtkpA7wiN8jHclKso7sawgkqWSXvA42hqiOHg2zod9sMGDA/BtC7QhLCsK0BpXVQgdZCuWABzAI/RwedOuPB+Z9/BtA1HUAY5cHVPfNnghcE1Fs/8oeBekLpxDJ0NyFa08usoYrDO0LlTYnrne4y98/1fxvV/1pldqrV/+dBqJ+0RWl4QQ54GfBU4Rnltv8N7/yIeyzicFZIQQp+++dPuPfcrXfRtve6dHSEi2I85ciLi4HfOMtR5beU4KgZjmLXThUNCq9ys5B+cdUigqa8hVhBcab2ri/qnAAu1vrBKCzZUrxJsD2sMF2ZkBrmpItwP4qH6P6PRtAMTr54h6WyidcaMuOahq9suWh3ZrisojJcwP7GoMincEr6JzKoQQoTO7J0gzSawFeSbYGkSc7mX04pCHUUKCqzDlBNsWmHKCa6rwpG2Ko4kDQiJktPIyhJCryYpAGEQvJEJoHMHbc/7m6U0SQqikJEouPZjwjn4cBc+lowTAEZlLHAu/lvmj1Xl87HlF4AggBD4koXUAHNeWqLgfRs9WIewUOsEUh9higuqPscUUXy464XMdwEGI0HlOF/K0LUJ2oAI3N+l0d5bMArCowRquWqD6I1xdIuME19Sh1L5Mplsb3pMNaCbX8N4T9zZwOkGpeNXFb72naA1V15YBcHEt48u++zv4me/9ll8RQpx+OvFnnkBPxgDf7L3/AyHEAPh9IcR/8d6//YNd4ZMCMs9/zr2/+fXf+Nd56zsE1a5BJpJzF2Nu34555nqfrSxHe9eR0drwVNQKvMWK0HAnhaC2BoGgMoZMa2pn6MkIopxmfp10dC5UJTbP0Vx9D3ptjDmcEG+FsrTPE2QcIfOcaDtUJNOt28k2ngHeU3vHtGlQUjCtLFXtURLq6lgFiQ5YpEB2Q+FULEj7kigWJJFg3FcMM8Xpfhr6gaQmFQrvGtoOYNrFXpiXJCS2KUKuYpksPaaHK6N09fuS4RsYwGoFMK0PZdhlXxJ0laLu52pdj/n/IA4TDeSxUOixFq/Yve9NE3GhKYJlkwSAlHHXYiBWXgpChD4jQOdjwrSFCpX1Q0uCaRBRR0psW0QUgTGdUNaxu2fpxelwDGSah0S5s+jBGq6p0ONtfFOhRz1cXaKzHq4qw9Ydy+OESmQPUxyu/qbzdbTOSZQOx9Va6tZTtO0KYJ97zx3c/ZLPHPff/tZfA17xXgflqbAnMCfTjY252v0+E0L8CaF8/0GDzC2P5Pr9/hddOL35zOL0PdjWI2NB/7Rm1JfcszlklCREQFvs0Ra7IQnqHbYtECKwWJUQNDaontWdW11ZgxKSphs8r/M1TDMnGZ/F1UWYe+Q9ejRE9XrIOEaPhog0RY3WEVKRbt1Oun57UImLMm6UBYlSPHhQsjc1xJFgOnWr8rS3oXqkUonKuhlAfUk6UAyHkjgS9DPJ6WHMuWHKdp6T6oikE1lqywNss6CZ3gghEuCqOb49UsHzzhxxYuIQ1gmp0HG/68DOQulYKNyyjcCFVoIg5xDCJikCsziWkkQpMq3IIk2mNf04ot8BTK4iMtktQpMeW5IOYDSCiCCjoY4NboFwaOwxCLKAFwqpjsBRpyPi4RmijoGbrJ9H94JGVLR+GpV33uVoPQzFA2SeI7ttFHESgAUQUQeMaR4+0xuie+PwPcON7ucmIkqI188idILqj5Fphsz7HRUgxBeuCSqEtprTFvuY8hBnQ7VKEEr5ZWuZVGa1GOd5zZd+MbPD/U+Oouj5H+Rt8YSaIODv41k+oPUKcTthPMrTdxa2EGL90sULP/P8L/0W3vX24FkOzkRsbylODWMiJUlMSTG7jq1DXiLKx5jygKi3hUMgkRS2wXpHbUISrzKGPIqorKGvY5AJrpkQZWPK3QeQSR4U2Lqkoq9LRBxEl/RgDZlkqGyISgMzVKcjSu9IteLavKS1njQRHEw7mrzz6ESsWol0LHDWo2JJb6hIU0GWSpSE06OIfqw43esRi3BLunaBbebU02thXnVbIqTCFpNOHNyuKkirvMPyGEodJk+qoB8jhF55MUE72GOcXXVYW+e7bNay5B/CNCVDx7rsOteXvVMAwoUc2XFmNUJ0Orpdmdw1SKm7V8URL4ejIXWhfVLQeNsljZPg2SDQKpAITXlI3N9a8XxsvUAPN5FJjlkcovojZJLiqmKVX/HWIbN8lbGWWVDpU71ROKfDTXAW19Yk6+ewdUHcWwsyouPTuKab/NDxkYRUYfSukOH4SxVyZMU+Qkh0vkauYmbUKBkqcYva0RqPVoJepvmsv/wt/PJP/d3fFEKs+6Mxl0+NfWCezKYQ4s3H/v8G7/0b3muVQvSBfwt8k/d++qFs3i0FmYsXL/7c13zjX0sLPQAM/XXF9pbmrlMpd62PSKoDioOHQ88JoczpTU0yvi0kPPGUzhBJybS2HU3ekipFYy2JUjTekiGQOqWtZggVEfU3qPcuI9NeKHkmGXh3NNojyYOGralRw9MYIYkIzXIHZSivlpW/KaHmXSh9h3GvYbRrnAjWRuHs9lPJOFPcNswZJjFJ99jwpggAM7kSAGY5V3q2H7gcy9KukBDFK1Go0Mm87LwOujFKZyAUFk/lDMY7rHPU1q20YpYVIyWWmjFiNW0xkurYlMouZXwM0EwVriXRqe8tNYQRYaaCs02XK5IdjC0jyK67mxUPmNIatJRoIYhQ1N4R65yoFxLccf8UOh3SzHewTYHKhqAUdn6IHm5i9QRXl6jBWpii4Byq319JTKj+GIBosBVK0sNTnYqfIV2/gG0WxL1NrKkQvfUAMM4iVER98AjRaBtbzlbH3tWh/800c4TS6HSNjTRn0RqmVRAhq1pPWziiSPCMe57JxXs/YSC9+z7gbz7Bt84HbOLxd0jueu9f9KeuS4iIADA/573/dx/qtt0ykEnT9DM+6eM//lWT9Rdy+IhhuKk4taW561TG3etjOHyY+c4DmOkeUsfY+QQ1HK9uKO8cRkIiNTfK0O1cGYuSgsY5Eq2orWWoFAKFM9UqzDDFIVIn2HaGWI2GDWGHiNPutYps43YEkgjJ9XqBxzNMNYumQXZFiTSTmLa78Y9JwkexYDSQ5EmovNw2ThinMafy4MZHCJytqKZXQqK3mnehUZgIiWlxbfAghFJHZVdCglQoxXKW1FJSE6EwXUm/tobWhRCpMu4mL0QKj1KhRrcsQ+vOc9HA0XTKNjQ+WsMSLtr5TqhgdVwcKaOVZrCQGmfrwNORScdZPuIxHS+bSyGYNTVKSFIdhLDmtiGWEUmcBqZ2to6QGtsUNPMdkvFZbD7CzPaJNy9gFge4aoEeb4UcTj5ajeSN+hur74oH2+Ad8eBUp0nsSIZncLYlycZIGWHaBVLFVIeX6Z15NtXBw6h8FEJV24ZmzibIeXpncbYm1TmnejnzxjCrLc456tbTmBCOvvKLvoKffNvv/A0hxE9679/1BN4+H5AJcTRs8ENflxDAPwf+xHv/D5+Idd4SkBFCDM6dO/ezX/J/fov446vBAzhzSnPPqZy71sY01/+E8so78dZgp4e0izlqMAAhaQ6uBKJUOkIA+21FqhWTOtyQYRqBoLGOYRLc92VFSiV9RLGPSvu01XXwDqFU0Gbp/MklwU0lPegK5Qa3uiHntaExjrhj684WjqTLv0gJpvVkuSSNBXkS/n52lNCPNdsdwMQonKuop1ex1Yz2IIxgdk2FbypcVaz0YhABzZas3tU0ACHDWBUVIWSEVCkGT+sts6ahdaHqURp7U8JXy6O2gGX3epDHUOglCdBUeNdi6znOmZWm8PHGpna2i1ABaFTSR6oKlQ4QMgqlad+CiBCIleh66+wqZIOQEzqsaxJjiJUk1xF7VckwScijHuDQyXg1BM82C3Q2RqgY15TE49OY4hBvW6LBZuAQCUHUD1P1ov7manujfBPvLVG2HgBUKKKok6EgsKXxkG/cSbO4Tu/Us6kOHoI4D3Ot2hqhI5ypMfUMlQwATyI15wY5k8owlQ7nHMXcEcWCONG89mv+Ov/5X3z/fxFC3OGPu4VPsj2B1aWPB74ceJsQ4i3d377de/8rH+wKbwnInDp16h995df8H5tvezTFGk9/rNjoa+5ZW8fNr9McXsFVBe3OdXzdgJQowBzskF96XhCwti1WahKl2StLIiUpW7uKkbUMnJPaGiIBSqdU0yshWdxUHUlL4tu6u4mD8LZ3Bpn0UDoNIZQMYgJaCkZJzHUVpBkTDTcqQxIf9fhYB0ksGPYUvSSQ1IaZ5twgYxDHqxyMqQ8x1QRTzQIfA7DVAl+V2HIRBqcdaxwSWuOtCbkkWAGMVHEXJuUYPI0PJLFF265o8I/X1BJg/HL8SYVrK0w1XeWFjjONhYowiwOETrB1QdRbC8LhOkWn3YTJY4S8JaGusY7a2puAZqeoiKSkHxsSpbi+KMi0Ypym5ELSIEmydVTcDzmRdEhb7CFVgs5GmGqGtw1xb63zVPwKYKJsjWVlS8dDwNN0HtvENiRSU9qWno6JujpH1DuFaxekaxdpi11UHI57u9hHLEvY9SyEikicD6zpPBHs7AZSZl148qHk/J3P5vbnvORCOTv8BuDHPqCT8kSZ+IDCpT/VvPe/xZ9GI/8g7AkHGSHE+Xuffe+Xn3nxp/COdzcM1xRnNjXnhikSwXznfupH30N7/QZmUSOkCHR8JYlvu0hzcJV4eJoo28TjmXchRdmGp6Tw0FiPloLKGtbjDAE0ixvgHbaeY8tAPXem7chdBBZpXaCiGG8bTDVFJX3AhwQnsFNUpFoyyhQ3Zi1pInA+gEzdOPIs9PakcTgHpwYxozQm1aGzWuPDDdxW1AePYorAD7HVAjvZxzdhPKy3IdG7rJ54Y5DJsWpMPjqS1FQxtgOY4zatQwdxbRzLx6ck9CrpTudlmQB+r+mC3gWOTlvimgpbTlfTJY/K6GIFeraYrGYxAdhGoZPhanVKCKqujA5QmUAAXEpMKAm7RcOiDVKfoyTm6ryktpaNLCORisI7YpWgXDhfcX8bU0663wMz1zYFUb4e1pke+/4oX/1eeRc84KYkVopH53PWs4SHZ1PW04TWOdaSFK9TYjzJ8BxteYBrC6LeOrbutIOdxTYL0mREpjV5rLg2bZeHD1M7pjcc1mpe9SV/kQff9sYfEEL8lPe+ep83xi00IUA+jefUPuEgc+bMmb//OV/xNfG7HmiRSnBuK+JZp3pcGoypDx6geOfvUz26QzurkZHEFIZkPUNmGW4xJT19qWOLWubWdJ5MyPJbG/ReB3FEYy2baR4IYS6Uf001w8wPQgJvuouruhYTqaCpEb0Qkrm2IepvdTkJS0sYpxKrsByUYXLhUmKybDy9TK7CozyW9GNNqhXraQCHpOPBNIsdTHEQ+pIIfAx7uIdrmjBvejkHOo5wbYvQGpkesVJVPuo6laOVrMMyiKlMy25ZdUp3/ghk/FFbgANiJY4mOxAeSxaP8jbkgzozxQRXFyFPVC0C+B3TgXF6johiVD7CVXMaQKV9kmGEVSVSO5DpqksbwkQBgEVzBDTLbdudt+SxpGgsWaS4MqtobJjmsJZmHDQl4zhFywC+cS/GtAu8bRGqj4xycBbZeR4qyliyMFqCUPq0qVf5qUdnCxKleM/hjGES8a79GXeMe9x/OOHSaMTEWkY6IUpHWJ3g2hKpEmxbdIRQgTUlA51xupdxddqQZoKqCJeGrT3VzFLnKS975Wvy3/jF/+evAH//ibmTPjD7qOldEkLc/vznPf91dutjUJVne1vzrFM9njEYU+69m4M3/ifKh29ga0u7MNjakQwjpJa4RUFy7g50OkTqBCcUqYJrxQItBfMmXLxLanyswmRE6S1tPUNGaZjTrBSumOHqrjvXusAa7Q1CObSpsE2FH26HPEBbIOMBSkgGccy1RdGFIuGJvqgdWSzQXbey7MaarGcx/VgjhSCRCm9LTD1fDWQDMJNdXFng2xZXlHjrOnYr+NYgkziQzbrOa5kPuiTwEdPWd2Nua2sojWHehCkItQljWVvrjyRJuwvNe9mBzFFCWNJNGrANtj2SRliaK4vgaS2Tt52nJaII19ToYfAgXFPRLnbxriXun1oJoWshV8zYZahUt46yPRLyUlKwOzNESjDIPFkkuTKr6EWK1nl6keawqch0RE9GNEIQx4PQcNlVurxzXRizPD5qlXxedAB6WDUroa2rsxKtJA/sFQwzzTt2Z2z3Yu6fTDjb7zG1NZmKwvdEPUw9DX1aQuJMg04SJIJeHHHnZs6imlOVnrb0UDramWPfGV7yqs/nzf/9175XCPHjT3oDpRCh+/9pak8o/p05c+aHPva1X6asgdFYMeopLg3GlPv3MXvXG2n3JrjWUe41FPsmhCHTFrNokHlGe3Aj6MPqQEKbdG38RWtXKQzjPKmWq4a9ZWKv3H8IWy9wxQwz2Q2s0qrClQWurvF1iavDzaUHm6FPCELVhDAFsWhbIhk4JVmkQg4mksTHvq+fKIaJph8HfE6lJkLgvccU+yEUKQ5Didra8P1lFcCOAC7edCLhLpRjRZKhsv5R1zUhAayiHrYTBi9bw7V5xby2zKqwTEvLvHIUtadsHGXjqFpPZRyNcRxUR82HAELGONN0YVK4D1wxwy6OaBB2XoRltsBMptjFAlfMMQc7mE6awZlQkbFNIBQum1mTTlysNG7VL9UYT9l45t2oWIDDuWV3ZrjRhR835i035hXXF+H87Jcliy5savHQeTaI0McVfo0IlVZCtc1ZlJQUnSclhWC/aHEedmZhXdcmDUUTRN+nteEdexPmTcNBXbIkukTp2rGO8hhnjzoHpBCcHkUMBpI4l3gHdmZpZ5YbBxGf+hmfFW1sbPy197oxbrEFMp54XMtTYU8YyAghnnnq9NnPvficIPZ0al1z11bevRaqHM1BwexqRTkNT7d64YhyRbzew7ctyenbibIxdDkI6zxla27KQmkpkEKS6oiYQFazbSg92mLSuf0OO5/jymNiRnWNKxZhrrSzmGLSPbWDzm7tzE20+sY4tFpORQp5hSSSpFqS6C5s0lHQgrE1rg03bbs4WJHGVuHaaiOOdZN73wFMetP3LicRRNm4G28SytXXFiWLxrLowKSoPUXlqOrl4qkbT912ZVYbbvQlf6XbALxrcabBNmXg7BCEnlwRwHBptqyxiwpzOMUcHOKqAlcWtIdBV7uZXA95C1OGsnj3OeMcUZeELNsArHXjqBpPWXtmRfjbbOE4nFv25uH23lm07BUtu0XYhlnTUHQcoqbrZZMyDmTETqgrnL2OqeM9dQfe09owqVqmlWV/ETguNyaGxnh2J+H7rh42zCrDlVnFpG6YthXzjkIQpeMuFAtg5lxFX8UMuh604yku7zxu4Sinlrs/+bNZW1v/7o7I9uRZl/h9PMtTYU8YyJw5c+YffeLnf4UsK9je0jxzI+fScEwzvczs3W/i8HffxuxqTTH1GANNDXEmUYnEG0t87iJmto/OxqHpEU9p7GruTsjwS3qRJo/C+BKPpFns4Joi5BeKTsiorkJ40hpcVeONwVUVqjdYdfvqbACAbcJTzBNukFiFmdVLxf7lzaNkAJzGHIUEsVRojrRU6EbHuroIXtNS/JvQmLf0ZgBEpJFJcuxMBImDuL9F3NvsWL2Be3J9UVK2jqJxFHUAmUUZZgjVjadp37uvqLFHodRxb0YlwzAO19ShnN6EJ7WramxR4aoGuwg3ui0abNliyyYATV3i63IlNtXMrgfvDU8qNak+ir6Xx+m43GfTeKrKU1bhj2XlmS2OeTiF4bBqOahC2LNoG+ruxl9Od+qOHscLIMtwyROAJlaCqvv+xgQvalE6JvPA2r22Zygbx41JaBW4Oqt5134g5h2YCieCfrLqPGrRiaeP45Tzo4x+LolTge5LRCTxjaOZOoom5lNf+3nR5ubmk07OE0o8ruWpsCcEZIQQ95w+e9tnjC++kCQRDDLJHaMhbnGD+QNvprr/PpppGyghDkwbElVN6fAW1LCHnR2QnbsH2yxweBZtuxpM1rrQqJhoSWWDer7Fg2uwzYJ2voctpyAE7d4OtijxJtzUruPXCK2DxGW56DZadp3COdaHKYsA8yZ4NHUbdG5dBzi18dTdhas6z6x2lpalQn8V1NnaOhD+4gAgrstzCCkRSoacSxwd8Xa6rKiQmniwxXLONUisd+wUJbVxq+X9WdWEMazLPM37Ne8CkJsgjembusvFeGzVBlCpDGZxlCB2VbMCGnMQGju9OQojTDNHdw0GeaRXnl6sJa0JwuW22yZrPKb11J3oV1V3Hk4Z/j+vLfMmcIEAGmtWPJybmzT96uKNhFp5g3kUEuXLPBBA3YFwVTqKwlEsPIfT4F3tTA3TMpz7P7wWRq2Urg39YYBSyYoVLQSMkpjb1hI2NxTZWKH6EpFI3MJy7b6Gcy96FWvj9W8XQhyVv261iY8CkDlz5swPf+brv1opKRj1JaNUESOop9do92/QHBbYxrGYeJYseoDeuibqRwitSS88G1NMiHqnUAj2q6prUHOhH6e7vrbyjNZZNJ5msYvUaVe2nmMX8+Dye48zDle3+NaGHEiXCFR5H6kjXFOEJLOMQm+PkN1ERcO8Dhdda4OXUDWeqgnhk/WeWRO4GvOmISYgp0r6qHQQhLuzIa4swFlEFCEiHRatQnf50kQAGNUfo/vrK6YtIvQGTZr3VhJoTOe9NJ62DTds23jaFlrjaU1gpBobvKD98tg6HiO4760JJfU2LAC2NmGpLO2ipZ0dfd5VDa6uMfs3aPevrqpzYdWenooZJjHe01XnINIhaW4tuCXQWMLwu2Ng2DQhdwOsAHXpjSy1hbutZhWcebvqv4qlXCn36S4siGSYsXR815s6/FLMHPOZY3fPcDCzvGcn7OcDBzMWbcvUNni57FLXeG/RLIsOgu2RZryuSNcUIhZ447GFZVFqXv+lX6a3tra+7b1O3i0yweMLlT5swyUhxHPO3nbhlcPbn0eaCLYHERfHvaBfWy9C6NJYiqnDGkCAjsJco6ivibeG6PEatpzSP3svwlt2u6TkftdHJEUgeUkhqIwlU9GKOFZcf2eghC+muE5Q2jUtrqtGLR9nrmlXlRvblOjeemgv6Mhkk7pmUrfsF4bauJBcLe3K1QaYV+HCr4xjr6zJo4ja25CYFEfdybY4RGY5Ms2DB6MDyKyO2dKj0RrVHwXvRS0lHGQnqxnMuODJLT0UY0K4YY3HmnCzLm9gYz3WhlCudYF5e3NOBsAHUMzHN/3VGYvrEuzOeGztcK3DNY5m2tBOjvI1oRTf0uw/Sn149eaGTgTjNGaURkdjV7xHdfIYx/MZzgXPpm2X2x48RghtCta7leyq7BozgdAKseQNebMqkY7jIK0BsNULABFpSDr29rJw1tZdKNWFbbNF+P/+IlwzB1XNvGmovaHtKk2im5bRjxJGyVGrytE5FfjWs5g6zr3sUxgOBn9VCDF+rzfeChMgtXxcy1NhH/K3njlz5kc+/Uu/WikJvVRybphxPu9R7j5AefkdVFd2Kfca4kysxIy7hmh02mXxsz6DCy9ERhkHNijGl63Fe7+afDhINEoIelFE2ok62bZARhlmto8rS4SUwbUvmlAWPpYDkVmKiFOcaYgHW+h0FIhnCBa2Za+s2elChKJLpE7nRwCzqBzzyrE3N6tqRetsaFLEo+OQ64t6a+j+RmgHiCJk3gsdxICIl15NFOQneoPguSh1UzbRy5jCtd2NtuysDjdJUTmc62YnuS7x2IGLcwFgbCharSYWTJbl/KV6XjdMTmb9IOLU3txE7NpunY3DNgFsbGNppxVtl7to93eDXKipQ26mOjw61t2uDBJFLw2XWBpL4nipORNeX+7ysgk1jgLxcVkCl50E6PLISPwKXJypsF3lx9mKuPMyBlHCsEvQDtJOZzkJ5f0woiasy7ZHHg3A3r5hXjoe3KuZVC2HdUPV5e+O0yAlgjP9HhfGGec2Ita3NL2zMTKXiEjQlo7KKf7il39Ftr29/Z08SfYR68kIIc6sb25//Lk7n0ueSNZyzTCJsG1JO9/DzWeYRUM80NjGI1XwYuJc0j+bEo1zkvMXidfO4GyNl0Fn9eHJnHljqUxI1ClxVKlYlpLr6aMh4TvfC1IOWtPuH+LM8gkXGGreOYRWgV1rWvRwgyhfD9R4YGZr9spylaisGs/eoeXgsEs4WpjOLYdTy2xh2Z9YsliyaC3XFyV7Zcmsy09EvQ2EjpFRghqsowbrRwc6y5BpGn5mOajgvQh1c/ikk8H7Pd5F5W7yBN6XHS9e3fRZ17L0YryzLCcjqDwPVS/r8SYsS7Otx9QO24bw0zYW1zravcPVe9q9K13Y5JCuoa/CU34zT9nsBeH0Xtf7pSTESRBaX+62joIkxfH9WibZAbQMbGrV/cWZasXzMeXhqoxuTYHqPKqzvQHrWcxWL+HCWsiNZckRyAVBrfcGmuUDZb8I1alJ3XDYVFhc0C+GVXjWjzUX11IubkecPqOJ1zR6oMDB/tTyis/682Rp8pfEMrlzK+0jOSezsbHxdZ/w6s9MYh3yMOt5FKYM6jQ8yeMYnWmarnoQp4K0L0j6IVGnht3Tf7hN1NuisC2HVXjqLqspEJ7IWSQZJTG1NXhvkHEQN3J1iYhTbFHgjVuR21Y7GGtkmuKtRQ03bure9TLm2rzg8qRkZ9Fy9aBl58CsNH0XM8f80LI4dCwmYVsiLbgxaUMJtDY8OitD+EbwruL+NvHgFMnoNABqMA7gkgZwkUlICsvoWHe4kES9DaI8bJuAY1owoeGxqENOSHaEwA/UBLDKiHZAExaPzFNUoruhcn7lHS3NVI52EQDGdQl13xrMXqgy1XuXqQ8fCQ2pwFoaqjJaCjZyzThXN2nQRlEAFx0d62rXYkUoHKWaWEn0MRqr8BbX6d6YakJbBnmQZnadZrELQFvsknZotZketRqs98J93s+DeqGOQHU0/GWk19SepvbsHoac3GFpmdXBY62svWkMTCzUe0mT9scSGQtkJJjNHG96dM4nv+zFfa31Zzzuk/RBWhhHIx/X8lTYB42yQghx2/nz3/iSV3w6Sncs2DRhoBPaco/24Cp2MsU2AWDCDKSg0ZKspWQXQh9M/9LHkAxOo3TOYTFjv2qYVoZFvWyGhKJxbPbCONHtLMe7lrbYw9YFMsmoH75vlbh0rV35xFIrZBKHJ/ZoDToJAAAnYw6basVSLRvHjZ2jiZBhnlIQDffOk25oJvuONBc0SRhBe3oEozRiryrox3HHHB0GAS5Y9f4IpUKC1YWYxncJXaEjVG8NnS1Fzx0ehyQ0NEarVof3BpUjdu9RCLIcjaFk+Lmk8x9XsluZX8VbHeOYDmhaTLXc7yN9GoC2CKDkjSNN45CbsUehVjO/QZRvkEc9Fh0QxjqQGUc9RRm5rprkyNKQlBXdtvdSSaTFTfu6liaBJiBk6AmzgUgI0EyvhUbSpE+193CYVpEMaBY76HSIlTGXBmMSNaM0hkRLHtqt6fUkpQoJc9ftYwBUgRCeOBEUZdD7m1QtznvO9PPVaGHVPZd7OuZ0P3hdi3pBY8IxXCaWF6XjS17/l/idN//h9wC/9P7uoyfKnioAeTz2obhyH/ec579wczwcYlx4yqZaobyhmN3A1QV6a4u4qvHGYUqLjBQqVUTjHLQmu/1ZAKioz9y17BQVs9quch7Ggk4EG72IRWM5N+itemRCe36JnR2EBsM4ws5LhOjKl1qi8tBXpIYj9HCdeO0sAFG+zo36iCj38G7D4cTSdEQxs3DY0uJmASDVmqY+sAgtaEuBigXZOcmjhw2z1CLGQUy7aA2nYh26er0jHm5jmyLwZkyNmYbZzSLNkEm2mkIAsJwHFLywm2OdSWWItaC1gtgdlWdtN1AOQkyuu0qOkt3ANiVXDObgJaRB1uF9zdpe8oJcSCI657AmSI96Eb7wSMDL0x4GuQrZH9zUShFG0zrW4oxIKh6chBzOZj/i+rTptl1irCdPl/IbR5uxnkdkUZAKBbrOdr/KizTznVXSv9l/FJPkyCijun4/Kh+Rbd5Buf8g2cYlEIrTeY/3TEOj5fYo4vJOw2gg2du3xJnENB5EABrvBW0TdP7yTDGrHYMEFm1LohXLMVeqE7fPVMR66rljw5LHDXupRSu4vmsw1lNvbpJF8gVCiFPe++vv/1b6EG35dHma2gcNMmfPnv0br3zt55BqSWMh1WEwuxWaZHSWZv0a1cPvBEBISbadBLQVgvj0NrI3DOSzzrPY79i5h0V3AbXhZssTybwxnB2kKCGJvMfYBpX0aWc7K+EnV9WBb6IVwntkrEMncZYFsQ2xbPPfpEHQ2Jobi4pHDmuqxlN3lYbqaoNfWHxpEP0IrMfutiHuzRUGyG+LWZQO50PF49FpzThN6EcRTkboJEbqFBllNPMbqDinPngUlfZWx0+oCKEjliNOHptECTOALJWx9LoWB+ePmg1bCdaJFdFOyiBinnRi5kkUPKB4CTRCAD5wZLylObwWBKCcOxrExHJTQtZYyiAzGlI54SZ0xqPi0BLhrcfs74ENM6N0vrZahySIZW3nKYlqmNSGjZ6maBy1CW0Q1gVFQSlDWBjrI65LrjVpR3I0zRTXlFgTQun28FoANSFprj+MjGL0aIvqyrtX2jPV/oNEvU3I1rhrOKYXzSmNpRdLHrhRMxhIJhNH2hNUhV+FT6aTWJ7MQ1Hg+qwJeaXIggatwsDBCIkVnkxrTvczYiUZpC2PHDShW18Lisbyutd9CY/8k5/4GuB7P/C77PHbU1U5ejz2QW2ZEKKfZvmrX/ril6A6kSQlBInSYXBZPQ+ykt4Tn9oiPTNCZTF61CM+s4Ve2yLZusjwwosQQvHgYooD9hYtxgYmaNN2F7n3DBPNRpZSGbNq8mvnO/i2QSbZUVPfcvuW8QKgR2tE423itbMk49vgmJrbA7sVj94wgaNxaCmutLiZwU86zdv9Grdb4nZL/H7X65RK2oVjsms52LfsHARQfGRacL0oOGjKIIElNTodAQR5yThHZgNkkiOTPAhad4PbVuY6tToE1jvyKAqi34lmmIQJCL1U0s8k/VzSywR5KrtF0EtDp3gvkeRREA9P1DJxKsOxcwZnW3RvrQMTt+qh4jFO1BLAvA+ifbbpPJvjjpAP4STOUh88Qj29iqlCvqQvI9bTjFQr0mUrRizJYskgUwyyo33vJ5L1PCKPAuiO4oRIBJ8BQh6m3r9MO9sJ/9+/QbsTxMCaa1eorzwAQPXIuygeCcL6i6tvR3SJ4TMdw/vSWp8zaxGDnuTUdtd/lgWAUY+RS2i6JPiitSzaltpYymPhoULQkxG5jsJsrTRilCk2Roo7zwQv+tM/68+TZ9k3ivc1CuKJsmXM+XiWp8A+KE+m3+9/yWe89rPjWGtmbZi0txoO5h3OGdJTz8B7R7t3FRFHRNvbgQUrBOn2JXS+hpCKORLrDO/eDUzc8phgs+uesEty1SCKV+GFa6rQqFfMkHEQnhKtWdH4ZZaEykl3btPxOaI0PGmvFwUPHRa0Hfu0mDps4XBXjkIof20e8jw2uNPi1BB3o8ZlCpspTE+R5CH5d+2gJd4UZJEk08fGbpiaqLeJjBahKbGtutDCdKHJ0QUrdRyqTVKDt0RCgQJiOglNQawlqT6quu3OHp9+daJCdcZ1ALMMb1RvANZip7OutL0sTd38+eO3h22OAF33jt7ou9Eky/3DVtBNLFjPUhKlsK6kbMPxGSSSxxKT+7EmUQEYASQOU09XOS6zOAitDV3jrNnbW3mv9ZUbqOyQaHub+uEAONFom8XVt5OsnSMenufCYMBBXXFpvUc/rrh/p2Y8VBxOLP2hpCo9y86I5XOrNp55benHBiUEqdYY7zoADDZQEf0s5lTmUfKQQRzz0GRBHiuiPOdjX/CCrUceffQlfIiq/+/fxEdeTmZza/u7PuezPlcuSXKN9cxqQyRLdK9HNjxLefgwQimSM3eg+iO8NejeGN0PN3oyOI0XQe5wp6ix3oeB9qbLNzhPLwoC2EVru7nMIQFo2xKV9jGLgzD0K47xiwIZHREhVH+A6g/Row3irtKDEBQ+MIgf3gneymzX0uy2uP3Oe5nU+HmFr+qQ2HQONR7i9haIQYpwEX5h0Nt92tqjI08TeW7MWhrrWUtj5rYhVxG6m/gopMapmLYTsrZl6HqWOgkhk4pwpkEIxbInR6qYWGikFhTtMZr0MRv11OpmiJTo8mKCPFb0otAp/tgqyHFbJqNlL0e5ECLZ0nZPxlBWPk7lE0GZfNU6ZBYdG9h51HAMQDO5RpSvh7yP8ivKQaQkG3kSBqYZS9FYRqkORD0R5m4DjJKERKoAsjhsU2DqGbYKuR03n2CmU3xrqHdn3XZJVB5TPnqAqxrUIKd+z33Y9T2yO57H4uE/Ql5KibJ1TiU9HjRTLq0NqDpmcZoI9g4taRZyMssHflW7VRK9aCzDTscokYrHUhyXdnEwZL+uODfIVn/7oi/4MvWu++77u9yi8bZCcDOT/GlmHzDICCHufvnHf+L58+fOManrkOAybhUThsjfk40voHRKPbseRKDTPjJK0L11kkG46febkv2qYmfWBjZtfayRLxYoCVXruLiWUhtLTwWehGsK2tlON5A9wc6mR0PApEDE8U3Eo2QUEr4LZ7m6WPDgQcj/7O6aFT+ExuEXLX5RYXb3cG24gVTex03niDgGYxH5GPqads/gGoVdMm49jHMCYDqPSzxjnXR9SRKV9GiL/U6ASR89Krun/9I/8N4io6MLFGCYJMRK0YsMZZenaazDWB86kTs50mUOJtWKPAoNi0GKQuF9u+oWX3pU78tUthyD62iMXUoQ3+TNSCVCmqtri0AK7GQfnEOPNkJy1lt8toaMB0FrpkvdZjowXiIpsd6vNHm0lMTdOVQiaBWaZrb6zubgyqoB1s4LXHW0/eVuiYprVCxZPDolykuyc2uUDz4CUhGtn2Lx6NtI1s+Tb9zJbb0Bh03FHWs93rETvmNtqHA+sH+t9av9XaarKuPYrxryKMJ417UwhFExzhm8bdDJCCkU22keCJpIFrbhZS99Oc6aVwohet77xfs88B+KfaQlfk+dOvVXv/gLvggpBGVHfCuawGnZ6iU8Op9zptcj73Ris41LxP1N2uKQdO0COukjhOZqVXBYHWPZdg1zS31tJQWt9Wz0wzCyYZyEfI9eNh5WgcG7vxPuAq3AWGSnVCf7I/RgbeXFROka7WqQR/jI/Ial3VnmXwrc4QI3n4c5PUIGSYj5JKjzRwk63cAflNDGIQHaV7RTSzY4OsFLKr0Q0OJYPl9cE5oxXVt1gNJ2yVMTvKVjQky2WeC1QeqYSMZoGZHEitZH9J2lsZbWuhUjGJYhlQxhlVLEnTegEQFgTB2Sp02Ba0pcU3ZNkuZmzeHOhASdyFB1saE8+9iwfkXw6qj3732he6S3ZDJCRZJIKg6qilES0zhHY49Cy34UEStF1K3D2TKAb6dFDIET1e7trz7TTJtVfqjYC0qMyVAxu1rinSMapVQPXsZODsnveSGLh/4IFfdQcc5mMuKymXNxLWMvaWis5+ph27UhSJouZJcCjPU0XWx3WAeVxmTZeX8sp9bMr+Nc0EvW6QjSNXoqRgKvedVn8PCj//wLgZ/mFthNpM4PZT1C/AvgtcAN7/1znoh1fkDwJ4QQSusvevWnvQrnfWBEloZZaakax4OHxWom89xZ4t42UkXEg1Pkm88MpV0RMe2eojcWDQeFYVqEnhljQl5AqXBiB6miH3dNaULhXE1b7GGqaVDPW0zB2nCAvV/1B8k0BefCTB4X2hMqYLcoeHhScO2gZW/fIpaFnb06PLKcW00RsE2JaRZYU2Ga7uGz5OvDSmkgGqplnyOTops2WB89ZaWMu7AoWQmDi64J8njPj2sKbD0PEqLlIaY8wJQTTDPD2xLtLblQDFXCWpyxmeVsZhnbec52Hn7fSFPW4oyBSsiERnmHsxW2WWCqKaaahGbSpug6qZsVyLECR7E6LtCJIemwLAHFu8ckfwnKesvRtDebX0ZfKCFWo3HjTrYj03qldrhsI9DHQpF2sRe81rbBTqf4JnSKm7KlLR313FBNO+GymWN+Ixz72dWa+eXg+ZSXdykf/BPsYsrikbet1n0mD2TQ28fh5+ZAszZQDHuSLBFEx8iCcCRf0VhLsfIEA7nR1DMea66ZUO2+E2dLvuDzv4hzZ899x3u96YkwIbq+vD97eRz2M8Crn8jN+0A9mXvvvfc5vTROOGhLIikpW0fT+i6PAg/ulzTWcW7QC5dX1AutbcKA0NSdlOTVeYF1QesDoF3ONur4HlkqGaRBlrEfR7iutd+UE6ROMIvDoIWiFL5pbvLnZdZD9QLBLR6EIWJuWcLu1r9KVSiBPyxx0wK6iYamLY+U+6XqJht4XFkjlURECoYxdhG4M7UODNYychSxgBwWTYtKJFJqpIiQyuK1QdgjCQWgA8HlBVuupB6EDhq/Oh0gVbKaR9Xt1Ad42oKt5j/VBb6pwoD70FF5lPQNdGOEEsgVUa07VJFEdIPtZCTw1uMag1ANqq8D+zqaYzog1dlRSTtC0QgXJll6GbhVUq6EzpfsXo1aIdhxHZzjv+MczaRj485D3xY+9CbNDiHreZJc0BSW+eUp6VpC9dBV8rsvAbC49g7StdtQ6YC7hmOuVgUXRhn37xecGsZcmzT0M0nZeKKOHLiUzwi6ypZMRzQ4YqGBEFo3i13M4gBbTEg2L1DtPEh+5m7q6VXObJ8ijuOLQoj8iZfnFPAEeTLe+//Zjad9wuwDApnhcPiaT/ukT00A9quaa7OaeekoKsd0HliOW2ONdZ6HJnPavmMYJ7SdNKLylp2y6EZmsNLxmM7dKkWx7C/pd0StzTymr2OUN7TVLHAjJteOvAFYeR+h2zlalbSXI2i9NSBjdoqavYUhiwXTXUt7aPEzA0k4DHY26waXRSHX0RHXwozqGI6VL6kdvna42hFnuiNxBVu0ljyybGYyVHV86ABniSXLCllbhZDFuyOvpuv4XV40Or0ZUKSKwDWBM7TqpOkKQt7hvQHvsMtyuKmxXR7rfZm39ugGlt1oW3XUmhE0gAQ3C18pZCSRsUIlETIJLSSrbdRJNywtzDOXWrJ0j2KpVsBiu31ecn/iY+GWbYMHtjpWxfymcMx7jzsm1tU14CMlzKdQV57hhmC2Y1CxJIkV9eVHcMUCNRhiqynDO16Kcw3baU7jQ65rUhu2BhG785Z+KleVzuV5VVLQjzSNtaQqzP2SKkbKmxPs5aPvQMQp5fX7iManEVLx8pe8VL/9T97+CcCvv8+T8cGa4Cgn+TS0DxRkvvDjX/byFc9kXjkODi1tC1qDc4Jr+wbn4OwoxjjHTlnQizTztsV1F9XOol5pttRdNt850EsyVhp+rmcRG9lyVIhY0dvt/BAAV5XBi1lmJqUMOQZApkHfBUBGPWa2YZCEp871fYNOBaYn8ZXC74NIImSb4doaleS4zmNSOkUlR30wopci+jFioJGDrikOGAwlvVQySBSjRDOIo5AvWXb91otV0tU1BbbLiThTB6CxBpXdrNoYRqo+2lWg4jAmZbl0N+sSlJZA5fGrGUohpxFU8FxbB+ZxW+KqEtfUR+Nijn+nloHMiALh8PKIVbxsxFuaymJkEiOTJIiOxymiy5nJKOu2U4cBcwQQaY9xmo6PahEErR4pPHI5gC/KcFFGUx7lSm3ZYIquC74O3ehLjaK6K3bFMSzmIIQnyWB+o8XWjsGlmPrqDvkgeLnFzn30zzwH2gXolPUsoRdpLk9LNnqaw9IyyBS1cSuPxjrPpG7Jo4jWWaQUq7yb6MbdemfC8Z1PaK5eJ7lwHrt9gY972cv45V/71dfxhIOMQOjHfSs/rlnYT6Q97i0TQsS3X7r07AvnzlJ2+rtLMaKmdDRd38ZwrFbJz4enBad6CbtlRawUZWsoOp7Eog5SksuePaUCyPTzcIGt9/TRJETvaMsD2vkO7bSbr1Qc0/BdksaMQQ2GiCgOo0iqGc6USJ1QGcM4SRhmFZebFmcgHira+xchH6NkUKwDcJYo6UOX8MX70NzYz0CJrjnomDRDJ72wkmY47uYDAtl5Xl0LgXOrqtJxs4vpTR4N3QTIpaznshxON8J25fU8Ng/SSTmsZinZTgXPtmH8SVOHyQ1tl/g9lo95bGFW5zqkHZbMYiURWiKj9+GedwPqZHxzdcx7h+tGtLibQqAuZ9yBzTHFmKD1Y8Nsa5kPkE2Fb2pUnuAai6odYFE6gMwSL9tOY0frADSmhdEGLPYNOpuRbGQ0V67gmxp95wb1/5+7P4u1Pcvv+7DPmv7Tns5w51u3xq7qbjbZJEWL1CyFsRJFSRBLiATFCWAhgPNiP+jBeQgEI4GBBI4BO3GEwDHi2AYCSAqiRKEVSXZEa7ZFimOLZDd7rPHOZ9zTf1pDHtb6//c+996qrqouytVcQNU595x99vAffus3fIfL+2TTGxSAyStsFvV7XPBUmeVsa5nmit7txvEQG8BSRBtlIQ3S7Hyz3DIqCLr1FoTAXV6wefqEH33rp5hOZ38W+F88f/B+wCU/drn0fb2wP+v1STKZ3/f7f+b3G4QkE4p3z2senvZsLhy+Cwgt0Lng8tylKqbl5jzj/rLmoDRse8cmkSVXTdIEGTAeZiDTCYyK9q93ZgUHiXAZEvu2Pf8AALe+xG02YN2IWoVYLkXPIIGvV5jbX9zZvgKPNzW9DRzMFetzT3tuEUc5GAmFJnzQoWcHEd6ammluu40BpioQVY4oDQxjXjn8F9nD+0Zqg1hUYHcTAVdLIxh7I77vIjzfDVD/PRTzfrBJWsDD+yNJgWY3Xxsf3j19b3ix9CUxr6O6VWRRD8csjYyk0YSUDQotCdYjXRgfp0szllPIWAIJo+NUb8AmTRbpdYcgFwPdoIE8sMv3J1lRv9mhRNRMBnAIlC6w9cXuGHg3ZqkDU9zkApfkPaXcTSadB2xke3sP21WgqKA+7wkuMJ2WdI+fombfxc2v4fuG6vpbaAQWuFGVPNzE7Omo0kkx0Y0C6fsmdoV26KQJLPSQzemxtHNNh9ueYI7nqM1TFgcHcyHEjRDCEz6jJYZr4XO6PnaQuX79+p/6o3/gD2uAZd9QZXKURHBNhJvXLlAexA97cumAGBx6HzBS0PtAk+ro3gWUEph0gXgPR3NFriXXJjGjUEIibI1tljSX9wm2x22WEUSWLjif5CVlmUcBpu0GVU1R0wP6zSkIic5mLLJ8BFA9ubRMDyX9RhKqAFWO/V6PvD6Hth9vGn+6RN+6jqgyxDT1HFIDUBSK8rqmmksWsw8/wVFi4XngVvCR7zNmFl07GsDhfAo2AUJAHx8+9/fPru7x21fBLB9j+b6/6qAgJVJDEBD2/KD2uU1qWu6U/UwS5spLRLHLXlQxQ+ez0eM6SqoMjVO7c1FIDG/rPUhonMUrRZ5Aibo8iMcqBOzZI/RhlMLozmIAyGeKevVi3WMfYnZjDLQN5HvJVXeywhxU9E8foefR7rZbP0HlUwozoQduVBUTE6/fk23LPNfUvRv7M73z1DgK2xNUYKJSmahMRD+3Hf1lTXvR4m1gqhXZXfgjP/PT/Pqv/eq/CPzlT3SyPnKJ0Uv9B34mIf4K8MeIZdUHwP86hPB/+0Ge82O/s7wo/tTv/70/BcGz7nreO+3o24DdePzWI3IJApqlR2nBYiE5XzmO55oQGE2+fIhSizIR9rIsYhEGd8aXD2LaeWsyoRQKZy3ONtHTGrCncQPw2wbfWXzvkJnG1y2it8g8x21WyHJGvzxJ5uzx9Y7ykt94vCQzgjyXzG9pzr/n8LVHHhUE6yGUhAcr0BJ57xqi0DFz2VqYGuRMo2aKbKbIK0mZ+DcHU8XRRHOtyjgqc2YmTzfL8yuEkNwLYrkSujZ5Q3X4rkdmV5uI9iRhQ4YgIpLK2ZjhDFiVXaYxrqEUGZrkISQy0vM3p1BRJ0LolAHtBZcXqaqp+SKKdGVFLJOKKaqIfSWVz+LIXmgsAbsn1t5YO5aUQogxQ+i9QwmBV7FhLqQa+0/66Bb2/DGoaKGDgO6yo1pIhPRIGYNKZiBpx0esUgo0fRsBhsUculUXlQCIolvB9rjZhurGFwGYqYwL23JcVJw2W65VOWd1xzTXNNYh98rKTR9dTgGKxV2C7VCTGfuFsOs82wcrZPZt/oUvvyHuvfLqn+ezDDJCxNHaZ7BCCP+Tz+SJ9tbHemdCiIMvfeXH7s4mJUJmVCZeLN02TlcA/NZhBWQpk9lsPYeL9H0bG2eB3bUdCFR5BNwVJpL6rlUxW7helQlWDs3ZO7QXD3CbS9zlYPdq8W1U1Rc6Sm4iJVlVJGHsDnt5QnHnTYLr6ZtzVD7l0sNrhxWLouNi0vP177VUtw2uC1ElzUP7do24N48NzkwiMok/7xDXC+REoaeSbCIpJ3L8LGUhKDPJJIukRLNXHwff4rotrl1G3Mv2ElcvcfUav13jt88DQO16z23B+kRAfOZBI+J2SJfFGHxGHsv+v8Xu637g2c9iroh9FfkVncwR3avUqFt85e3kFWZ6hMoqVDa58jvPTq/X7gWuTdIAGmgFizzjom2ZmDgiHgxjioOXkDpns4rBNrt9E7t+d2xCayOwfaAsd32eodW0/7GchW7ryCYKu25ACPTBEfbyKXp2RLd8SJgcI1TGPJvTBcdRUXLW1ByXORdtR6lVmowFOufIlIxSELkeQWdqcohazJHLDd411CsfdYrEOW/9yIS+t39ACCFCeEGK+2mW4DPLZH4n1sd6Z1LKP/ZH/9AflhCwBD5YbUbx6tAFQuvBCELtsSaKOmkj2dQeo+MNaJNglZRJBkAJrAtcnyU91lwxyw2ZlBzqHO9b2vXJSI4LbT02ervTNa7pY++g6QkBzCzHrrbItsM3LVk1pT9/iNAG2yyZ3v4KlTJQwlGZ88v3z7h2rGi7qG0C8OSdnvz1EqEEKvWJ6kc95k6BqiSmFBSVpKwkTe2ZzSTzqWRRKg7LyBUadFCkECPFIo6WP/p6Cn2Pbztc2+Nbh+8crnMRi2KTUl0Sl9qH+Uf82xBMUn8oTemESr2T1KyNCF0VR8qDutWY/YgrAWh/qdl8HKuLQSyXeGFLkyOSyp80ZexNKBMDkZBjbNzancVN53YC4dsujoW1i5yyymhqa1FSYlRGVh5huxXKlOQ3X0NkBfbsMfmda8j8EpVvuXy/YXYkMWvP6iK+Xp7vNrQs3wWaQSR9OD728hy9OKS/eIy+Nae9fEBx9CrBbilUTg0cFVcb2auuH6EDtbXkSrG2HQtdUl1/ky4xxfeX7WH91DL/3m/zpTffLO6//+6bwLc+8qL42Ot3QU/m9u3bf/Zn/+AfTa1NOCgy1olHIowgNAG6gJhrpBH0daDPoSoFbRcwKozyigMhLtOCrIhkPoh+NkdFkTRiA75vsE0kErYffBd7fh4lH1c1tu7jbrWN3CNVKNy2JxiJq3uKl2cjzwVAlwtss0JnE0Cy7npeWhQcT6Jx/T97Z0sIcP0VE8GACh7ft1Ew662cvBCUqZy7uHRMSsHt44x5oVgUUdcYGG+cTA2atC8WoQKuqNK5bY3btvimw9aDNYmLQt59FPT2DvLJZ4OF8L1DGmIjV0rQCRGamsBCqV2T+QVBR88Ok8OCiUFG50i9w8koM0UIhSXQB0u3J5K1bPvYk/GRdyWBdefQUozHb7AAbr1FSTPa3uhijivX+GKF22zQkwLf9sxueprLPh0fT9dAvYXJdNcMNhnohMHShcK1FgNx41rEnld7+QgzOaRbPSZf3MX7jjL1WurgOSgKLpqGymjWXT+e1WXXRamTiaIA8oM7iNfjZ+jOv4eUlm0NJoflNx/zR37fT6tf+MV/8if5rIKMEDuDwc/h+njvTIif/ckf/1EIjj543r3Yjtde6BOOQg3AONBlRNR2faAsIhEuE4LIoYxZTKZieTHLohaHkoJKGUToaZYPaM/v49o1/dnj6GEENI+X41tqLnq8DehC4jfRkK04yhFG0Z9eogpDVk1pn7yDLabIYsrs3k9yoAwHVYGrYgr/a09O+crL5diENFLwWx/U3HvVkGcxC6syyftPe6pScOMgZ1bs/LCXiUIwzaKuyMBpUYho3fGsCt0wkpLPjJ7DTurzw1Z96dhjAKRTMzyVQGpGv2OpBUpHzVmpJdJIVKYQJrxw/CyyDGlMFDjXZky/x4Cj0vh8rxTM5jdigJEaaYqE5dkFm63raZ2lc1Geot3jKm16l1gagSyRa0/WPSvjqIxlnltemk057WrmWUY+v8P25NsAlPd+BDW5T/2t3wKguneAd2e0ScmwmAiUjtOnQWITosqi3NOM8V2P0gq3iVIXsm9RWRnFxlaPyOe36eszTHlEKSTb4FnkOWdNQ2k02z7a57gQWOQmllVFRTa7QbeMvUMzzRgQweuLwPQ6fPXelMPDw38J+D9+6Mn+BEsgdmjwz+H6vkFGCGFef/Otw8xoQlBkQ6+kDvg23hhADDJjrQ+IOJpWMsoQSDFIEcQL6sYkNniHLOBQxwym257Rb2Lt7TZL3DoGlubRBbZ20YGycdguoIyg3/oxQEjdoQoFm47y9oL+ySPUbI7lhPK1H6W9vI80xe5GqK7xY9d3k5tffxxf9ydfnZAnNnOhNb99suRLdwqqTKVgEhnOp3XN7WlFoTV50qIdg8veMdxB9mVqZqqkHaNA6+e0QOzWYbtBrMlju2iKNzC+w16g2XETA0qDUokwaQTKRJKjMgE9niZBUIIQUtNYyRhcnlmynIxSFCR8jtz/fu+i1tURUuooVZEyGLtHbhoCTGSPh5EDtG52BFsld/q+684iBTzcbDjIc2pnkSqjPHoNXR7QXj5AT4/IX30DNX9Cf3rO9OUDsostxapHKEG/ddSX8fmrhWSI9dlE7bhZPkTjv73VXz7BdTXF0T3a5cPx56Y8ohKSTXAs8pzOOVrrRnfL86bjZrqmZbaguvEF3PYCt1oxX3a0dct2Axf3e175Ax02yB9/7qB/2iX4zGgFvxPr42Qyr7/x+uvSJ9uPrYg2pLO5ZH0qohfw3oPFDs82oiRzLWN5lG6m65OYgs4yw9RklELj+jXBW9b3I4Gte/Qu9uwU3/b05xtsMt7qa0dXxxtqf3xZTCNXpSwi5L1f1kjToWZzZJbTPX2P/uIRQhvmr/9MvNnbJVnwdPkcKQS/9/Y1JHK033hnfQnAT9w6jKzm5H19kvSBb0+mY2ARgydQcsAIvo/C17ZLSN965CQJnSNNh2dHqtsvTUKIfZg+SYLaHvoufnWO0WNpWDKxEFSynAHQLhD1s2JRIpVH6IhREUl+YrCKEVmGyPLRWleYPY9uUsaS0LtS6jGj2Vnq7tYwSeoSW3yfaX3Z2Ohy6cPYB4PoaSVlxEj1PlBlkmVrEQK0lBymkgWZofIZZnJE291Hz49HJrk9vyQ7nCBkTb/uKA4ydGFxbfSOKpKQPUTMj0yeX8JoQtfhxRacQx7k+GZNc/Z+vK6O7sXrcXtKVh0zkZqA4NTVVEYniVRPpgSP1g29D7yceHPPLiGiB3z7ze9h8vJACKFDCB9Peewjl3juPHye1scJMl9+64039YAurZRh1VjapP2iZwqXaDEy1bzKCLI89l/yZFcaJQgkiyLqty6S2XwhNN7Fhu76QUx/7dkj3CpmMG7TYJOT5PrE0reRhtDWMZBlCWjZbuIYU6o+MYfjjib0Y6RJ/kZKUrz+RVbv/PJYqsxf+2my9pLgLN73WNtSHn0BgefVqkxaIQ1+wKxPbnIjL6NeSujjBCh4QnAoM8H7dgfrHwBvQr0wnRVZjrQdwRiE6ZHGIjsZ9VpSVj+4HEY/6TiS/bQ0FZFoAUJFIJ3Mc2RZIhKIRJg8CpxnZSx/TH4lY4HoLYUQ0eUyHcMIdhyavIFV30YciXVjBjP4eG9aT++Sz7jfyWIALDeOuhX4yY679u7Flsui46jMeama0amMcvEyujxk9d6vMHntJ+gOH1J/9zexF0vK1+8g7z/GruIcOz/M8J3DzHKC3TXgVb7zIx++Bu+wq3P0/Ah78Rh9cJPm5B1UOdtDRUt0ecw8y6mtxShJbT2r1tH2nuMq53Gz4dbkJkc/8t/hyeUJxeWG497z5O1Eh1h3vPbqy7z/vW++zmfRlxECsVemft7W9w0yh4eHP/nWF+IoWGYVffAsCs20smymivrMgtpJAeiElwEochnp+zLqw0wzRak10ywjlxqJoN8+Jdg2asOuTwldQ/POOwA0T1Z0yx7vAu3a0zVxQtU2sXTQJgab4SItJ3FEOfgSlUeG9mQzjjrLl45p3/n2eKGVX/gKy+/9wg6v0rdM3/wZNo9/M+mvRGP5YHumL/8E3nW0598bg8iwioO427luvSdh6Xm24ev7JkZG75B5FdG/yfsopPQkOJ9sZF7gKJBWwuvtwfLjoEjr5/s1ykLQu77Ehy01XaASzkVmVSwrB3mKZKMrnsH9BKGJJi4xi7PBY/deaNX1o/pc2/tRkyV+hpjN+LHsiyLpdRuwzrJpJevGMy8Vl42NEygZy6cOT2YmTF/6CbrVo6gZ9Ab054+xl2eUr76EW61w6y3t2Yby9iKOrIHsaDoSamWZ7/BDziK0xm/X2ISODrbHHN3Gbs7R1QH10+9S3XgT1y0hm7LIc1ZdDBxtMh9892KLAPoDx72qpHr1q4SuZfswiupLCd2y5yv3rvEP4ct8Js3fH/JMZjqd/t633vhC5J+4ji7RwW4daprOE7zCtgHXBlQukAryQowTUohmXbmWHJcFRknydEB8ewFAX19gN+cAtO++DUB3vsFuhxLJjzv6ZrUHH09f8yKdvBZEF6jmUbmtTXIA1c2Y7tQfnIKH8pVr4D3bb3wt4lESXqN88wusvv6PCbbDJ7/n6s2vArB6+5cS6dAhhKS8+yUg7mzt8mHiFanxRhz9rdP3g/1J5BoJXBsZymp6EP+9vqpHojKJ6l3M2ppdIB0AuPvMgwELso/DU8/2bRRxjG0UMjfIskBWgy/U85dBNr2OkIkvJXS6GYem6VWO09b2WO9xwWN99ArfL5MgAqWti37e/Z5LZdeF8X1KGflrbZesdNNnmhcx0BjZoaVgkco6nc8geLpVdBsxx3cQ2uCWZ+hrN5DlKhrXTSaoSY3veoJ16IN55HSFgEjaQ0D0wxICt1oiq4j16Z6+jzm+TfPwu+Q3X6M++S7VzS9hvKUhlvxN6ussG0e/dtw9jNnfSd9z7faPEoJn++13uQGcvNvTbjwvf2HO4eHhTwA/99zB/6Trh51WEBBfff3VLyDCGiEUpTIcVzlPN308N0MWcaiS+L5AqjjylUIwTzyfozJeGAud6htX07frKAq1Oac/e4w9i06Adt2MPZjViaWt4w3TtRFkNdAQnIuM23RtIGWEj0fgU3yZai7ZPm5GfMn0ZsH27ScRe2I9vg/MXl3grWP1619PxvPxopu+dYfNN351x5EiAtiK19+ifvjNGEhMhtB5mkoUmOpod+xS/wNlUEoT0vRFmgLXXpVeUNPIGFfOY9KUyfdphG1joFEqTZKeSXKezV6Gr7F8JE2WJCrXqCJDViVqMkmvu0BVC1Q5Q5VzVD5FPSP/aYfdHh8D3OCpzVXC46rr6RMOBiJ1xCb8C0DTB/o+Bhnrwhgkbb8rm5wLI5ftcuVoWo84hIMyXqrfPV9zreo4KnIOtUGUR1TFgmx2k/WD32Ty6k/QL5/QPPwuAPnLr49Ol+b4CN+2qMlsl716jzDZaFIX+kgrcRfneGMiEjuRSVvvKO6+RX36NtObX2aqMkQOT7fNFVeZ9046Vq3jp1/aDRXKN16mOf0WKg3o7s0N0+n0p/kMVpwu/ZCWS0II8fKrry6KXNOtO4J3GJVxezrhNx8lbdRrmnobM428jH7Dw440yaMc5EEZ7WsPUh9GBIvtG7r106jd2tb4TUxvfduzebjF9xElmdgE9F0sEwao+HBt7/co8nwXcCAGnO3SjzIwkwPJ8kGNt+BsnNgc3NJcfOcC13lsF39+9GpBsIHlb35wBUQ3+8J1AJp3vxM5O1mGLCpkWaFuvAqA6+vYz5Bq7GdEDEN8UzbZq5rpMU7nuGaJ0Aa9OIy9kgSMi/B/4qQq7eptE4MqROO7T3SiS4OqMtRsgkpSB2oWhd315BBdLlD5DGWqKCkhDWG0j9kdg2XXEohlTgw08ft95jlAbT1dKpU6F5KP1vDeA9ZGMOd+A9v2AWFTo1sHtBF0fRSY37aeVeM4qDSXTY8SAikkU61wQqGLBdO7X6XfnpIf3kVmJXZzjswqVDXDbVe4y1Oymy/hUkNfVtMo3AURMGntKB4vpMStNwij6R4+xlw7wl6e0/At0AZdLjDVIaiSeW6ikHwfuFx5ZgnP9OsPL/jKjTl37vwEQkj6pyfY9oS+8dxqtyDET3yys/ghS/BDXS7dvnX7TrxTggci69d6z6tHBdDw5NxxsFA0pY+7fCYoizgpOKg0pY7mYlNjkESB6G5zkhToI2Cuu/8uAP3Flu4yRpW+DQznv+9gUHVInMGxFBsuUq1jZiP8bsLSbOPbzor49eKJvyILMD+Ak/ft+LO+h+u34Ol3mtHFFeD6awYhBNv3TpFaoUqNShSI4uWX43tcnaKrBQiZSIHRGzuu3Q2mywOCt6hsgsunuLzCmnhD6KMiZUaxPOlXlx96Yoy+2pdRexOm4XhoEwFouvjoTnE+v43KpxGt+wKukQsBH/xzgeQykYSGn/oQQXb71AHriRMlF3Du6lQJsaNRDZOfeA6jkRwETCbobdIdEh4lLUeV4bKNgUYImKgMJxQmnyOkwtbn5Is7qKyi35yTHdzBZpex35R8r3xf4zYr1HQxBp3hhPsmahQJrbCXG1zd47snZDePI0L4+Abb+7/F4s0/xExlPGZLmUm2qaQ/OXVcrjxv3Xs+u8gXBl04ikyTmez4s6EX/HD3ZL78+hfezAQC7zrCoFSWL3j1YIYUgky3nK8th4WKtrIKCiOZF/FDHxYZpdGogfrex8Di+xpvW7pH70U4/bbFNT229djWs7lMsPPNLijs31Q+XJF0GQOCUnEnHMojraHexDKr76PeSFnE7x8+gDZlOceL+PXBBzv3AR/g7m04fbdHpZvWFBJTSWavZahJSX/6FDWbo0KIkplZeQVkFxumqTcz/Dx4QjZBuR6fz1DFfOxJ7a9sPlykFvBjhjaQAQf970QpwpiIbIWILjWlxEwUZmLQ0xw9m0TL3kUs6fT0GDM9fu51L5KvUeccnY99Fp8oDf5D7oe6d2N240IMKkOjd+gjKSXQfugp7WUxe3SJYQUfcE4g7C57u1zHCY5WgsMyBvD3LtccFNmo1xuyKUU2o9s8oTx6jWx2k+YiSoSYxY1xY1PVAqFMtIQpKrwQBO/x27ib2U0LIdCvuyhzATTvP6a4dxO/voybztPvML/7U1wrS9adBVqaradeeRbXNd/+oGPbXfDV247X7vwk8mcLLn7hb3H59QcA3L19O/vud79zC9gBcj7NEj/EYLyqqn70tddeFz4MOh4RCTaXimXa5V49LMh1y6pxTAuJD4HSRJP1w2KQbIh0BBU8HvC+x7see/54VGeLjOpAu3a0SUKia/ecQ/aamMPa7z8MO/j4+PS1TX0c66DrYxA8X8bg0tjAvBC0Ft55Aq3bCU7dTQ4EDx/FvzEaigJuvJSe92RDZj36YIrMclQ5HZnikHg9yiBkho3djFEZEEAKhdrj6ubH9+hXT5HHtxE6iyA9fYlQm4TmtUjl6dtAqUFH+ZldwzdhZFJPlKySZFNFNssw8wJ9OEcvDtEHUdpAz66RzW+gy8NIt5AZPZ72GQ1igJNtd6UnJdPX+DmuPtalbGaQcng2KMk0fHyWrbAvM7PPzeq7MAaczESRtJOVZdt51q1FK4mSPVKsmWYZIUClNWZyE3yHzmaUx6/jZhukMlGsvV1Ff6iDW3Rn959rmg7Tp34dj0X9tEaahuK4pHnvEcIopj92QOhbuu1TrJ6On2FQ6Tt/2IOHuzeev8Wq2zNkmfPGq6+If/iP/9GX+UGDDD/EtIKjo6Pfe+veK0Acv/ab82hB63pms9u8djDnwXrNKwcVT7ct2y6yUkdFu2T2LoQgFxqCpd+e0q2e0C9PRhxJl0y62rXF213aPLqnPhNghlIpqunFr4NwkdhLwZ2LAabb491vGqgt1DaQSXiy8TQ+0HhH7z3XsgwX4L2lR4soPF4mKPq9ApannrKN/RKpJTJ/Af5FqCj+LTM6orVpax3z7CrIDV1idInKJ+h8isoquuUTsmsvxbJJ6YQOXiNNi9QWPQivn3yfmfQzSx9dQy+ukR1Ei5hseh1dHaF0SU+gdh217dmmSVudvJ16dzVIrNI4OZ4HkYQCd9Kow1Ii0hqUDCgRkNLT2Sj6bfQeIz/E0mhAjifjCUKI/bGBJhFCzGQNccPobaDuPTMl2XRunHtNTMbG9hQqkMsMERxKlwip8H2NKuYJRKgJ3mLmN+hOkshX0ihydY9PKW637BFS0FzaKKFqA/PX5zTvfI/s+KXx8zbWUyScmN143NJhjjXfebuj7pY0dx1fvP5lui89ZPP1XwHg3vUZRVF8Bfi7n+hkPrPED3NPRghx6/rxMd620QvItmPDo7l4l8niJe7NZjzebjFScFwZOhfIlKBINhcTkyXBZXD9TtbAXqZJ0nmsh6OHzg54NvRj9huDA3p6KIOGvoN38esQZPpuN9YdmsKthaaPwWVYF72ndo4mOBrvmErNw7YZiXtKSF4qYmCY5ru+DQR05jCTlOHZBPw6vkeeMDNSZbTBsexbsrRTnjbbMSMb5A1ypSlURlYeI02USWiXD8mvv4w9P/nQc1NOoyrc0BCRKnJzTOq/mCplMYsStfhod4OztmbV9Snlj6XPYIX7TAuFfQZEZ/0o4rT/8331u4EqAHLXwN4TXS8rGTEzqfzzLqC0eG5jGfBAzgd0CinL2qOVGwmVjzcNE2O5MYnTsbOu5iArxotcZZPYmM8qVPDY5hKhTYQRECdLoktCa+se13nqy2jXYwrB9sJRTCWrd1cc/mhF/e5vUd54k6Os5Na057uPG4QEt05SKA9a+gtNVwd+/G6c5s1f+334dkvz7rc5XBRMp9M7H3lyPtYSzwmZf57WRwaZEMJcFkW0BAHc5jICnrYXFNdfJySztNvVhEzKqLdh4gWSKckkcWIyoRDBReSrUGP/wV2ej1dRt7Yj0G4IMM7tZBWHxqZO5otD/8G5WCIMo8GuiT8PIQafYeS9TyjeOs/GOWrvqAfrEwRnLtrleiJT/EgVnHSWqVO4IJECDg9iGTceo6RgJ6SOF68p8SonhR8ATrYN666ntVE/digxMiUpTSSJ3quuiogDZDfu0hsT0bnZGpk16DTaN43D2cgdEyIRIjOJTpABPc0x8xI1n6EPjtCHN0eju2x2E1MsCDJj41/sJHm6tlcmWEruPMl1ssTVo9xMzGT2NXBRsXSyaZxdZfH4KRkQIvaXciNo+0CeJpJx4hTPqcl2Wjdyrybzfmefk2nBpvVY19NaR5Upaut4sqkptaIyhrO2ptSaXBliI3kewXRANr1BffZOPFPptULXj9fJ4Pu9WYHcBJoaDoLH5ILN26ccXDtm8/DrTO9+FVAsJop3t/Hi9Zc9tA5RxVvsl95e077s+bFFxCZlt+8xaU7Isuz5ptgnXuKTaPz+c18fGWQm09kbR7M5zta4eoVvNtiLM3y9jmhY11Mev4aVhmtliZZRwEdLOXb+dztRZPL127OkuK+ThYmm3/RILWhWfuThuL2SSIhd8897mM5iYxMSbyfhKromarkOu+B2Ff9ueA/13v0Uwu7CaoOjC+7K9KQUmqXr6EM8RMYKJi4+0eJYUB6asbQTWiOyIoLD0jrvYgPx6bbhbNtx2TiaLoyYEYA3ru/Epy9dx0SXZLNboyi1NCXCZFiTJZnLNaqMTVld9/guSXSKaGOiCoUs4oHSszI2eQ+OMQcxwGTTOILX2YxOCNZ9zWXbcd50o3vEtvM0/dVSrG6GjCWgtSDby8aeXYWWV4CDvRLoPVLk9ZmJmVIf2LYeKT1tF5iUkq4PWCewdtcULgr5nHqp1lczpxAi2K+1ntLEQOPDzsI3JOHVQil6PFk2j+aAtiWb3YgNeR9G1UVb94QQaDeeNh5u1qv4umdP4eZLMQA173xAcJ7p3a9yq5rwC80wpdq9N//+hnqT834fuHNsOJ8J5q//DP3mhNnlb6GUOnjuIH7SJfaGCp/D9ZFBxjo3baWONa0yuO0G37ZRFS01MevTt6mO36CXikWWj0LaQ8PPSIUnILzFdZvR59k3W0QWhaZUpug3FpnKH9vvxrHWQlnG3W1obA4UflNEGoNtPFILqoN4gW8vXCRoDpOWJMmYJ9sWGySZDNRRmpiwqzqAKDgVQuwp9c9A5aORWEBIweTlQ/KXX7lyzKTKWdqOp9uGB8uW8wFUuPEsprvdRknBO6ctVS6ZZB1HVcdxWXCQ55TlMbZbUhzeQypDq0zs0WTnyCK5In7w4aXUi1Y+j1m5MhO2wXJR15w1LRd1z2XjqNOu3XYR0zJABQY9q/0Vz23cRJTYyWcatXvgPIveVc5HBblOexZFxM8AHJQKowRNL6i1H3E0h/MUbCwj7aAqxHOBJtNXN7E4Po8l3CAdUfd2LNsbaxFArjSOgEymbJE5Hh+vJrNosQN0qeSp96abm4SfPH0UuDuHkLI0qQzblBGbQkZhh8YSzqJbAUYCuw2F6gg2J0yqCiHEDrH3qddnp/H7O7E+OshY58pM4/otdn2KPT3FbhrschvFfnygeulHAMhCVM2Ymoyt7VBSjgFnYDVLncVyIo1I3WqJKjLsqkPlEhOg3TikSj5qIgaVoe9iMshKgbNQTCWmVOhKYbcOlcno5njZUy4UwQWcDVw+DbTtzsVECJgZwdqCERJLwIlAN7gWps8+3EDDirfVLnNS2dX0VFcH6GJOGzwndc2jVcuTyx6zp1/y5MzGPgpR9yXLBOcrx6SUrFrHtnO0U8e1sty/JJ9bbttEDk5vR3yJNAqZJ4W6qkRN56jFEWZ+g/zg9kedZk6TJELT+REkN/KipEDrqA2k04099GEyHcs9iBlMnjBR+8ftMGVW1gda56itpdaSbe+4PjGsO0dh/C7IpSA0q+QVIuW0lLgX9LqN3JFJgVF1b2hYt87TWMdxWXDeNFTGcJgV9EKgholMcleApDHzzLldb2PTue7hoIpB5/xBT3UrHp/t02/DzR/hxlzzPn10JV1fndL1K8c33m7w/pw/9mq0bT6uFSGET2cHureiQ+tnVy4JIf4E8O8DCviPQgj/9g/yfB/dkxFCtdYjp9PRtKtftkmIB9r77yCyAmkKivlL5EKyDY5caXrvEYgxwEQNkpy2uY8q57jiIiIsnSOEFUIIbBvrXb3HzlU6Bpy8hKyMBvDlXFJeS32izpEfZqhc0y1bisOUvoTA6lHLdAFZC3kDWQPbU9ja2HPRQjITksY7MhRWeASg91LPhcq4nmtuTtONtTcgijfzAdN7P04+j5OGs2bDo1UzPubpmWO7ThOhJowlVmzUSopKUG898+oqcEtnEbgjFoNoVIYwGa4okFXcUkPXxQmdEKmcisdETWao6QFmfpNseh0zOQIZf7d0Had1zcm243zbs2xeDB1u64BISpt9F3sk+xwpra6mN7PcJH1jiRRyN+XbywIPi4KJszTGsbWWTbcjmd47zKl7x6ZLKOE+cDhRdAkVPJSZi0rFEijsYA15ylz2sVMuKTA6H+jwnDctpVb03rN2HaUyKF0hKkG3eoxZ3KB/eh8AW9tYvm93g4dNGzeYszXcSXKe6w/WCPOQyVvxOoHYkF+l7DWsG3zTIesOApwpweUNzTfPLvjRwzmTyYTrR8c/9sIT8EmW4Ao26wd6qhit/s/AHwc+AH5JCPGfhRC+/mmf86ODzJ71ur08oTtdY2uLrS2+cxT3Yo3fnt9HZROEyiiyOdsQ0ZgBcAQcAR0Crq9RxYx+cx69qoOnf/wEPclwTY0pFSoLtCtHXsRdwvaB6aEkmyi8DZipxkwjfV9PMvLrObLI6S/WlDd3DZjm8ZLJcYbrPHnnsY2n+SBwOIG8FeS94oNtnCwVMjZ2h9UESy4UpVBMlGJiBNUenceUEj3LULM5ZnEDMzlm/UwD9dFFz+mZY33h6dcO3yQSXioLiltXpwGPzyxdH7VWQghQVUylQZkp+ezWKBplTYkrk+5x10QIvBAIkyGLxEeqDjDTozimLhY4oVn2ux7R003L+dZxuXFsG0876taEK9ibK9eCj7mcTCJkuY43cAiBab67jKYmQz5jnxupB4E+eOamoNSOyjmulbDte7bWsu4s1yc5lbHUAx0hZTU3ZyaO033MbA5KM+JxIhYnZlJDD0YJMX6PiLKevfcoHxvUznu8DInpIcim12mXD1HzoyTpcU6foAJ1s6Nw1GlzOltGtPjg4FA/+BblnZ/gpUXBryYwHxCBfS9oyJ7XPcuFZ3Zwi7ppPoOxkPgsbWp/GvhOCOF7AEKIvwr8j4DPPsgIIczLX/iSONl2cAAyLwk+0G8ctg/YxoM4QRbvoN/4cfrtOcXBPUSwZFKOJxYY/Y5UViaB6Qge8vUGNZ9it2eYqUFmjuYiarVKLegbTzFT6EIRfCCbG8w86oJkRxPUpEROpvjNmuzGUcKWSLoHj8iPJxHglwzlLt7ZcHAERQ1VA+89hePM0HpF5+NNcJKEuWYyo5SKudYcZruTd+0mHNyLqYw5mKIPr5PPd6XIt84uAHh42XN27lidOroLh19a5DPeTO2Jpc8l/VRSTCUXnRvLAZlKNVnFi7gyE0w1iF+bEbX6SdajTbz4H69bztaOy7VjW3vaOgWYLmZZo4GlEjGL7EPUxt0r+0oTxdfnpWaWR43jypjRnG1YwncJeCcRSHJp2NcMnOucQmkqZ6l0DDa3piXb3o7M5tbFYHN9kl8phQ4LQ+/9SGPItRy1g92YCUfXyiHpcj4weMqG8apMjeEEwAvWpky9GYcLjY3eYa0LVOk4XJzB4W2QmUZVkQt22aRJZakIm3gtufUS39RoKbC54oO7hptzw3nTMpvkQPhM6hzBZxZk7gLv7/37A+BnfpAn/KhMZmaKiYhmbCFmHhDRuCFgCmhOG7Kjc9rZu5jZdfrtGfnsNhpBF+LO7pJxlxIaKSR9e4aZXcfVK9TsAKEzfB37PHZrySoFAmztyKcaXUp8HzAzg5kVBO8xBxPUbIqaH+DrLeb6TUReIrOC/uQB2e2bSQ/EUr/9EFv35DOF1J5yDo/e9dyYQ90KeqfoHdzf9lw3OUZISiWZJ2CV87CoYDaH6kCRH08oX3/16pFSJY9Xlzy47Hj/cfzcy1NHe2KjGh3gnnQwTG0koCW+VPhe727sxEEyWnD3Iyp1s7gBgLdtmu+r6NudPI90dYipDtFmSicEl1394U+WVr/xu2mZFEgDvgeVpaZrem+ZuZriHBQ5U2MolEYjEcHBqDIzPPfp6OEtdUYOlDrDE9uhWQo2E29pEiDu7mw66gMPDgfXqgLr4/c2bWDXq4LORy8wgFmud44IPgZs56ENHpNJVl2PC4FSG+pgx97XaOXbdvgu2qZsV5bBAisZHFBbzzSTaB0VAvLFigkgbDzGs4VkuU0By3t838TepNuhSt876Xj5oOIkyn08P6L7NOvjl0ufKy/sWV5WkRUpC/rTh3TLDtsFuhacdcxvSponS8z1Fe3FA3Q5x0yOsDKLKWvisSjiZSeCRZcHuG6Dnl9DmIzm/BvIsoDllmyRETx0y5ZsppGZiid8nqEmOXoe59NqNkPNDgjOYq7djFIFxZT+8gnZjZcji9k52ve/Q37niCxxo86/fUm39UxncbQ9n0HXwf0TuFUaJJBpKEyswQGOZ3B4CLNjSXWjJLsReT/V6z8ORKzFeV9zf1nz5NyyPH1GR+VpS1h2cTu0A8FKxBdqdVSHWzy/mZ01HblWHOYlHQFjJlCFyO42Bd4mZZ/g08/KcYQ+sKnb4LlsG56kFP7JuuN0bblYebYbT7v12PbFXKSdoPmOVT8Iq3cucFhpFntlkg4en240byO8YWimCqlH/pAyRcITVaisApmBayhURqEMM5XTZ47WOxZZMRI1e+fpvR+Z/DZ4+hRs5pkhV4o2yX0OEyUrYlYz3Ma1jYj0EAKrrmOaZQhVkk2u0Zy8gzm6RfdBRP8OGBlrYegDuwCZFGxTZZwVCTc0OUTpkrszzz/eJBeP3ODbXW9uWOsnlvlC8vb5hjuzAvEsVPpTLfFJRtjfzwv7PnBv798vpZ996vWRQUZllWrSwVazQ6SRo+SA7UHpnmwRQ71vt+ije9G6orwGItCEnZZIphUIg9IaUx0RvKU/f4g+vIZva0Lb7axZYWQ5Sy1R0whgkpMpOtlXqGqBnh2NVqa2vqC8+YUxotePv0N255VoA9vW1N/6DrO7JXZrsbXj8du7puOtw10f4jQZItw4gPkiBheA6e3dvCe7+TLF0av4fE4HvL9ccv9815OpUzbjTzvCWU1YNdBGqU6RbgBxY6cDa1eO7FDTbAIm96xLz2VjmWY9ZUJYa5UhdYHOA0IoQuoBhRCSW0AZb1pAqiIGmK7lybbmSZp0nKwsFyvHZh0xIDb1HVwbCDbttMn1QDzT2M2MoMgkbR+4NtMcliY6ZWY5RaKMDKu9vI+37ViCRGrErrHdnr2PKufoYobKplfN4HxDLjOMyrAJcDJTOVbtRLEApjrDqRADkHdMjEHLCAhsU6AZSi6XPL/Gl3gmroYQyA/vUj/9Hvr6dYJzlI3l4kkzNpjz5LQBUGjY1tBsAkezjO7sPrwCp8kyWUw1oUkMde9w7Ra13iCWUwjVlddWSiGEUCGEF3fgP/b6bBIi4JeAN4UQrxGDy58D/uUf5Ak/KshI7+OINRBGzkuzjSM8paL0ZX3SUjw9wdy4R78+IZ/fQRLo9vgAnXM00qKEoEzm5ADm8DauWdM9fgd9fEToe/rTc7JrM9y2RZVRYAnnYvYyP0LP9hjEkyN836DzGWZyLWJKksJ8ce0VRvHzd3+T/KVbmKbBb2suv3nC0W0ZBaH6nTLbyWO4eRSV9soJTA4VZQLMBR9iVnTnZcobb6CLQ97d7CxaAM7PHM2pxZ10hKdpAnSxxa838XPsrXBZg8tj2ZQrXJkmUK2gaeNIt7GONonhFEqTyQzP9y99Pmpt1oFm7SO/ph0U4RKaTQAKggRXB1Qp04Tp+Qv4sMhZZAWFUPgkQAZgB0Aa7DhBAFJFj6asiByts/u4MmVe5RxdLtD5DGkKbLdCqhwjDZnQI7atRICKZZbDkwuFVhIjFZ2PrpOCaHtcpwCjhMCLRFf5MEWFEJX44oPciH+ZHQouzkPqK0Uw4hB7h9PZL5N9crfiZNsxX0jOk6Kj1AYbAkrrJNaeHFXXnqdLSwgNQqpALKA/F0EmhGCFEP868F8QO1j/cQjht36Q5/yoILNy3dYBamlb7Mn72MZFbpAFt4k3o+sC3ema7OIJeIe7toFcINNgqnUWIxW17REI8kyjzIRsegPf12ybNWoax7Xd4/voowPccoVeTJBliSonBNejZodjgDGza5jJNUJwZLMbSF0gpcH1W/LF3XS0PNun38Z3NcXtN3DtGl9vqL/9Dab3ZrgmNoW9dZy/1yIl3LgdMTCmlGRTTZ9GkcWdI/J7rwFQ3v7iOK4GRvGu0zPL9tThTnvCaU04TzyttIXai3jzSWOi5KN10QqlNIQuKvRV13V0I/gI7qNMUIKdxnAEYkmdI2X8XUdg1XecNy1n256z9DmWmw9/4tB7UNGJ0jcBWcrRSdNkgrKQzAff72J32dhuSb89A2LvxdVLfLPB7zHSAfonD5B5jshyXDGJ4txpdZePovRHsY2lXj4Zg5XUOUJlmJhe4V2NkBojFAHQBJRQSCVGE7l5lpMpSyYtl21PoRX92DROx6BLLV8TdpikIdDssXIXB7DcRjydC1BqMd7O1Twej+zwNjqbARvWyUFDTHLCY/8ccdE1kVLR9YFV4+j6zocQXszt+ATrk9FlP3qFEP4W8Lc+q+f7yCBTb7dynTAe2eFtsplBGxtLph42a5gexl3eXpxT3vsytrnElMdoHJfWpbFjTHwP8pyt75lKgy4WhGyC2Z6hspL26XvowyhDIKSMI9m8IPR9zGCmsUwys2uY6ghdxMCkdIEXseujzHQ82KFfUx6/FsmdaXy7eefXyO+9jG+2+KbBdx2b7z7m8OUcRATYqSqWJ+1pzfTlGdmNI7Lb9yjvfJHq+hfGg3Pa1bx7seXRmeXJB0mF/rTHn+7qcJcCi2s2eBcN6IIrR22dYHOw/oV70OAbPey+PgSiY4SKYlh7TgFCaaTMGMJO4yzrvuey6bmsHettPCrbjafbeuzW4xpPGMfqL75EB9eJshDMSklrA7fnGdergsO8oBASu/f47ul7uO0S3zRRce4Z35b+5BSZZ8hyg6829OePkOUUNVnQL0/wfYe2Ld42YwnV1xfxHA+NY2Vw3SYayUkNCVBnQoiZT6ZonSVTCusD0yzEJrDY6RI/Jz9hJuSz2xAC3cN3dr8QMWM/msOjc6gSe3yaspjy0JAfVdhtPM/Xqoxms0XO9TjVBFLTO54vmadNxwXqLiA+Iz5A4EOytM/B+sgg0zWbUK+9eLTe8lryn8nLOGVokgxDs/bMAHe5ol/FKUI4cFeyt01vKY1m1XUcFgVNcGihwG3I5rdpTt/GHN4muI7+4gn64BihDL7dkt18eXye8uabY3ABUKbEpuFdR8AGi/OeicqQZhrfQuaoL9/Hd1uy47u4Zo1P+rr1936bySvXohavkogso3sSd+XJq8eY4yPMtTsUN9+44gS59o53L9d8cNpxfuLoTq9a54TzLe7ikn5zie0TFj34pC+jgKuG9M9i5gU7L22Ag2wP/ysSJiIkkKOQCKEJyNFQrbY9665n2TrWjadOOJiuCfTNMwGmSypSgpjJpI33RQDS44nmepVzUBQUQtA3F/TryPdpLx+Nj+ufPMX36XgNYEEtkdkOEtI9eBDBjH1HcBZVzXGb89ir25yj8iqq9ZmSvj4fnRO83tm09M0lUmdJVsMg0nUVpKLxduzRpMOG2DvMz92U6XHZnddBCOpHyyQzEcgyOJzA5RZmOSzm8T4AMDfjxrjxlkermL35rSdYF3WUQ0AWBWJWIhYZurrKxfIfWsN9/BVgb5b3+VsfGmRCCO2tl98M/cZHSPjF+2SHFfVv1XT9Hp9FQLfqqF6/jVudkb30YwTf0Qk9Ii4B1l0f7VGEoDKGhc4R2ZzOnpAtbuNtS3v2PubgBkJqXLPGzI7QZWyQ6uoQlcURrTITfEIXQyzJhjS41Jq165IsgaRCkM9vE1yPtw2ur9m89zUA8nuvjQLS3Qfvxr9/9aWofXtwE4Di+BV8X1Nd+wKt0Hw3ZSfvnLac7E2S3P2YLYXzLe5yid0u6bsVzsULT6u9QOE98nCeus1ET2olRuEto6N8aaZkQtDuQ9t+sOXbQOjCLntxIQXZWCoNTQeVS0whKErBrFK0/dXX7uvzsf/Vnd3HXj7Fri7xm82VxzUnW4SKBE6ZKVRp4HyFqnLccr0rTbxHVbsSytUrgnPIrEPqLJa7yiBdhyNKaQid47saTEDqgJAZkoASMv3nk9bN80fPJxBfSD+P2K3UlFeG6qVDtqdP0AbysFMEKNNpnF1T40ZaXHtlxAjllRydMRECWRTI+RRxtGv4ZrnAeVhv3d65/cHWD2smgwyulkZMAYrjV8muH1JNT8kuoG7j+Bcimcyt1ghjsO0KMzkeofnb3o4AqkmmWPc9lTFsfI8Rkixp3nrXj7os/foUMztGmoLgXWoKpgCjCxBq3LUb29NYh5ZRe3jZtQw5wEFR0AJKZiiZo3SJ62vKW2/G6UfKTuoH3yJ/+XVkViDLGWZ6TL8+HY9Defw6ndC8v1ryzlnDe4/2JkmnFnfaEc4b/NMLINrr9u2eO6SQON/tsAyDqT0gMoXIJCoXmFxw89pHE92iJsveBSUid8URRk3e1jrqPrKp287TJ/2W/kPG1fE9RcBd6ANqItGFIC8Fs4niKBE7r09yjsqSSuxr+kH39APsxTluucFuOlwSfBoaqM1FHwWscgnLFl3ouNNXsYfk62ie5es1crJBFZOow9tFkebgurEXZevLmC2rHuFtLKVsy+AxLkWG5KrsxNQYztyuR9Q5P7qZ7iyExc7WJslrzO6WFPOeJ9/rmEwj0dZaGFQ5ytsxKBaHL+OBk5WLThmAmBaEuhv5ZADy0Ix6P1LAarXFGP38nPtTrI+wUP9vfH0f7hKqX3seLlt+9JUbmJt3qQ7foTqz9DZ+sL4FbQJ201B84QZ2e4m4ZtBitwNHvVdPaAMHpeGibcmk5LgoQcRaO3RbzPQ6/fopZnYtIoL7OqroZ5Moci1jP2JAjXbO0bros9y6qGwXQvTCUVKw6lqUkJg0gagQZNMbBGcJwVKffA+A8s5bV7Am3eaEye0fwZSx0dwQuL9e8c7Z1cnO+tRhT3vCeUtYbnHrq0hc62pCcEiSa4GQsT7PMigN4sbVceb+mmSSidHkCeQGEEI/Gsvt9IIj83M/Ze59PN69DfR2ZznibRpVux3xZ7RtecGaTiSHk5jFvHSQc70qmUpD35zTXkboRLs3QWqerukTEM31O5/0/XF4v3UxdZCkDE6iprF8DNYSugYvo76HzMoYQGyLVx1Sp2vF9fjgkYAXAqmLURqW4EEocqEROtII6t4mfIxPsqCw7R0hdEyNYWlb5kP8T8FM5jmqNPSrnqM7ivOHjukiEnVnNzQqk+R3b2OObwOCk6amMIJ+7RGJXyXKDHqHWFSIhSE/1kwXkqqI3K623nJ6dvoDTW4gZjHu+7n3/Te4PjLIKKWU21ieLi0tYvSvmcygaXbyluVC4bY9vl7jmiXedaBL6kHOMDUxOxfTVyUjKGqSGZwMVEKiizkhuF2HX0i8zpCmGk/8YNNBUtO3foeb6BJYK4To/xMdB6OkQ+ccB4WiE6BEhpQ5rrukOHo1PW/cqaXKIt7m+HWUrlj7nkcp/X/nPAaYR2cRcFc/TDiV8y6Oo9PqNjEDsq7B+x4hJFIqskR4HEiM+0tWkqySVKVklgTYF4VhmhlyqSFlbd528dgGR0hNE4kgyKuBIrBzDXAuUE0l60sfnSoDVzIhIaOWg8jk2JTUlSSvnu9HzlSO7S5pL96nefoOAP3Th9izM/qLq2XS9sLF+13sVPvYOEwhsa1HGkfIHME67MUS2fejF1RkRadgOghkBz+WtkKZSJL0Du/62AxXGa7bEkxAqnw8PsPxgJ2bAjDqEA/MbKtz8vkdVDalO49loCpz9KRDZpJDYHPumF2Pt0x1N5bx5e0vAvDBcstJYrPT+LHHIxYl4lqJvhEzmuMDhZKCbePZbjYIIa66+n3K9Rm0dn7H1kcGGa3lut/URxfLpOZ162XKax+wfBJ3bBPFxnCdx7UWv92QvXEH39cYHf9m0IMdpBrXSY/1zrxg2XYclyUdoIWB4FKwCbhug0oWF0BS/Zfjju3Djn3iQhh3KIgBR4XYD8qymMl0zsXXkZKJNOhszk7AIb5H7xqy6Q0sggvb8mS7vVIzPzjruTh1tOcWf3GVyu/XG1y7wdoG53ZB50UUfFFmiEmGnMUbyMwU5VQyn0qOkpLaYZEzNRk6eFxC0g5TlR9ohYT5yNXYlxFGIgqJSoElqyTVRHAwVVyfxvd4c1I+91T9k/v0T0/pzjZ0y442abD0ze6Cr7fxOumagM4AfKSOEPeTftmgZ4kkNJzAVLaEpMo9BprkvhmCHzO54Hq8kNAlka/UMB/ewcBlGp7a+ShmZaSIKGK1C0DDuape+hGavML+xq9iZgXt2ZbiMEcXFtt6Jrcn5Hdvo6aLWCrJDIgNfpmJ2EwHxKxADJ8NmB1Kbi4MJyuLUtDEDeziY565D10/tI1fANds3+7rzdFmecCT7YbjG6+T3/4G2dsbyjJS8KWKKWR+VOHrOpL35kQFMhW1Reo+kv/iLhJh3pdNz42JYt11ZEox1zlCFggCztZjD4akxC4SKMsSbTr21fJVaii7FHxkojQM6M+BBQygZdTelYmBC54MhSPQySjGte47zuoWIeD9y5oHZ/Fiv7jwNJcOd5F6Do/j7h3WNa7e4mzDi4CbSkWxcABZVYhZCXODmiumN+MpWMwk12eG65P8ub+/ck66daISDCWYgGCeC2aBK3CP+PUjrkNVSIKFfC4pJ5KDmeL6zHBrGjOvw6wk9Bvai/u0J+9dgbHXJw1Nwoe0dfTLGoZxw8P61JLyNkIe9rN7aZJKotZXcCUyK1PA0eP5HoKskCoFm9RHkXt/K+QV9tRA1rU+styHpaUY7XXjMZNj1qzKOcVrr7P97W+SH5bITKPbntA7spuxjB6sih/XcdNdXTpsCrSiMuN0RN3Imd3U3ExZ0J0Dw/tnHc22xnt//uFn5WOuECJH8HO6vp+Q+KpL4977q5q7114lu/0Sk2uP6ZuOZq9FMYwsXbvG9VtUeUimFLlWKRuI6XsIUGaSdefIdUemJIVSaBk9sg1RXQ5iDyLqAu+n7ikzcnYMHJmSdM6jpUiqwztHQx+S+LQEIyUuxItKIEaB8zpYOu9Gpf5By/bhquXxpeX8MjKq91dYdoRNizu7TJ+/wburmCopDUZV6GyCmkxR1w7iJzjIUQeG/ODFBNxbqWzIkNh+hW0ucQlRG1wfG5xDCSkkQmUomY0CC4Ld+Pu5cyohqOFxEiSI7PnSCODmNKe2jpemM6TvaJYPaE7eBanoHr1H/+SE9uSZMmkdEeGDe4RSURN5kE+N/dk4TbN1j9nb6WVRjXIV+4Q/lVfPEQClilihMdPVebQFSY/zhCsB5NkAY52nEwIpEuEy+NhHVAaVTwmux03mFK/eg+Ajs//mMSG1APKX3qK89gWkzHnn4oIny71z7wPoKOkpjjPKG5qbNzWvXys4KDICgUeXPe1mTdd1Zx9yqj72Cjzv4Pl5Wt9Ps+9p163pNp5Hlz3hVklx5wvArzA5UogLt7OscAE1j3WqyqZoJJlUXDTdCMUejkPTe4xSrFpLriVFqei9I5cKT9KIDQ4pzFjbDksikEKgpYpCVz7qjGR7oq9NIsIpIUdpyNFKNUV8LRWNswQiCrR1FikkF02cQpxuO05WluXaUa93J7C/dIS1hU1PqLtRrvHKe5TxpgfQ2RQ9mSNnE8TB8yXHPAWaa3PNrWnOtbKkTFmJ7Zb0m1NsfTl6ZwdvEVKj8gpdLnD9Nu74hBHkp6QYVQCvqP0P/RedPo+KI2uVS0yyVi0mqWybPn9ptGfv0z+NRMf+yVOap2vqs4760tFsn3lsl7ywesjMVVyeygSuTcTX0iCLHFnsjo2aLKLVrzajn5AuZjvofwgQ/AjY2x89S6HHvh3EjaXbg1APvRgjBavWUsQajt47CqmR0qBMheUcPTkk9B328oT8lZdxlxdkd+6BVOSHEVl+Nuj0pOzW1z7KYriAmBmya4bjm5rXbxS8fjhjpnNWtsXoDa7bstlsdgCjH2D90PZkLi8vf3VSnP8Zt/WcrVK9vTyhvDWj/94FEK0iBr2c0Pcj0E0Eh5GKXEnWxMxx36K07jy9in2TPo8/b71Di0CeXA12K00phjctBFIqaufJlSZTOyyOEoJ5bpBpR+udG4XNd8Asgd2zYB0wNhdNy0XTc5pg+Jt6d3H2a499mkhv257Q9mOAsfWOwyRlLF20iT0pXc1R86u6DeIgwxxqpgeKa4mBfWuecWNSMlUZNqnpd6sn9KunUcQ9XcxqcvgRZ+z7r3hYdwFZGhEbvSnITKeSw5ni5jTjRhU/QwE0CXQ3rPZ0TXPesb1wpGqBuo4eV24v6Ru8s4as5lkelJpWqNkMOV2gih1I0cyux+AhJPu1lS7iiGcIOLEM3ZmbBaGw+IQtFFiSL1T6+6i0F+jTNXVW93TOM82is8GNvIhTxnKB1PkIc5DlBFlMyG++NoIBnc555+SMbedYnnvajScMmhCZRB5oJgmS8NbRjEMdUdlTnaGl4PThu2y32298jNP2kSvAOAD5PK6PDDLL5fJr7z/6nv/S9T8o1yvPabtlfvuL9Pfex64aQmjwNlAe75qRoe8iD8WUbAIUWsVyRu3qYyUErfW4EAPCuusptCRTHiMVUouYsYxSPLsLM/5MEUTAK02Q8Xm3tmeWZcl2Q46lT2l0CjIS692VKcy+Z3NtXfyvv6rW39SBvvb4Jl5A4fTqGHsfCTyk8EplV7EsgDicII6S4NWRYXKoOD5U3FrEY3dnWrHQBb7/aEEqtzlP9qq7yYvKZwTjdlrKJHDZXiYTTdk//HknSV50MVXcmBpuTkoaa7meV/T1Ke3Z+3Qn9+mfPi9gPuDv2g66pKynZFSUM+kKG3y5TdIHyg8zdOr36IPrqEmiiZSzUWzeTK4Bu8ZSSMFFFVFVceh/KVMCchwMAHTe0XlHYx11764o7Q32uZkS9C6WUY/WW6aZYe0dJTEb932T4BQK167Jbyb+2vHrSJVxnrx7Hp5ZmqXDbT3B+thcLxXZYfzw1/akPISt6VNfaXv6bg384EEmXHXB+Lyt71cu/Xa7fW+Di2LHHyy3/J7jl2jufgF7cYG3p9g6MU6NHMeKrt+i3JRMx4sl05J60ydot0hlSxTSbqwn15JNb3E+YPJYOkWcjRrnP6Ruy/C9A3IRUZeNt0xMlkopqJ1lagxKyvHGa70j21N09yFg/W7E7pK045BtnS8TK7oL+D7smMrD6ndG1EKZmL5LhUs2rzGDieWjOKgQRwXqyDBJspsHB5Kbixcf/m4VoQLtxQPc6iwRDuPzCiERSWjYZ8n5ITWch2bwUC7Fx8evUka8ijSCQWlUqFi65NWHo0693dIuH9KdPcCePEHmGc2DM5qzq1nM/mGJaOvd6+v0MfNp1GguDjPMvMQczVHzHU0kP7qXMFH5qL4fp4DEoEIMLMF7lC7TdHF3TjwCv6d5t+37kY1dpyDTuUBvd9IPhRSxP5Oy2d47Cl1CX6OLBX19Tra4heu20VJGSDAT2hC54O+dtZydp6x4kzYcJZAJwDidSb5wveTIlDTL97Hbc6pbX+Vi63j6+KEE9qjqn379MPdk3n308APx40Cz8TxadbTXFNXNt+gvnxJ6S3e2QUiQhYlZgvcjctdIRaF1QliKZDUaD4aUw47iR5uMECDXloAiyOjgqK+0MH0Cj8mkohgh8aU04yC6w0XuUgpIgwtBofTYGA0Eahe5LQOYb//GtA6cC6wu0vva7/n6sMPFiMSAhghvB3Q2QWZFLAEOUs/gqEQeZeRHzx/uu7OSW1UqE1xNu3xIe576HhdP8OtLfNPsjXcl0vUIpXBJCc/bNnKj9hu/QoxfIfZjpAoELcazLpSI1IFKYi0cLiK69/okH8WhsDukbH8Wy7j2oqFZOurNLoupGxg4gULEYJPrmMlkGWTPwIOyawfow2P04vrIrocoAhZL5atUipaorqiEQcrYkwlidzyHR7fejoJW6y7KeA7XV9Pvdvwhi7Uy0MsBy5WwV8FTlMcxUxICqfMIrfAOUx7hgYebNZdtz5Pz1IvpQyL0gdACPVOoTHD7WPPaYk67/IDto2+SzW8gg4sNfN9dhBB+4DonwCh1+3lc389B0t+++/LWezu1TeBs6fj2+QVv6YiSDU0N8hGh65FVgdAafXCd4C0h7eiFVnywtGQ6Ii6tCzgv8B68AFTE0Mj02DbtPNWAjYjvZNf0w+N9P/poS5UjfEcIHu8tmanibhcs3ntyHZui+zPcXoho9CUEQjg2/W4ysN9n3v8+DPNgseP3CGOgjTfhMKIWxiCrCrmoEIcx0xCHu3Jyfhi3+JuHhrvzIpripYyqWT2mvXhAf/YIt4yTTbfZEPbMvJ/t73zSpfbkM1UWuUnThI+ZV5JrVcZRWZCl27bZntJdPMCeXe3JNJtAvY0lEsQAM3Ai9wUliwKKCsqZJLhYWueJx5PdfI1sHqVETXV4RbxqmfhnwJiRLvsGIxVGqthjAzYu2u8Mj930fZToTNfHNlnuDtyrPtm9SBklNVzSFnV+d6Pa4HFCIgFTHUUlx3wOQtAL6Lzl/rLmok6GeJcOt95xwcQk3lazQ8XrxyUljh7oHnyPYHuq629x8ugDMi1+45Ocuw9b+5v353F9X0coo/hNx8nP2nXBahMpBj/2ym269VPyO28ASSy5bRH5bkIgTYVIE6bSRGHxto+APOfDOFq2XiBcoNBxKiQEzPMcR5TtjJdAiChXYjkWXIdQGcH3I8vZ2w5dzLHtMvGgWnR1hOs3CUmccDLZjJj3SJSUdN6RqzgFy5Qk0xKjdrtCfR7zfyEEQQpGb9bhc2YZwWuEUlFGlMhbEYurk6TsSDM9kBynEun2POPmpKIUkm4T+xzdxQP6848eNvjNFkJAZAUh+VdFqUs/imS/aInUk/ko/bWjSnNc5kz2m8/LR9jzJ9iLS7rL+Hrt6uqTdHZXPao4ucUo2CNdUxzFQJsfTzDXjzDXr3pBmfIaPZ4+eNweFODxdhvhDSoOEU6bhlKr0V9cC8kq8dWGTWHV9aPOL8QMprMe60ilkhjf4z6WCHZTGpd0akChsxlBqIS7ib5aACeXNvqjL5Om714vr5grrh0qXp7PAMfpf/3/xp5fjvfIb//G96jr+lc//Gx8/BVpBT/EQaZpml85u3jvZ28fvsT6wsFdWHlHee0N1h98jez2a/Tnj/DriBcZIN8AkoCRilJrnA/UabLQ75neOx8Hjp2LFqOl1vQ+slONkuw3fYN3eNtGW4t2hbcNvo8XvspndOsneNvi+4Zsep1u/SSmpcGTzSKr2narBNzSoKKAdTBh7M7XaTvWWiAVjBm5FpDwJMJoQt0hMhPJjulnorzqbiEOMvT1+LPqQHJ4oLg517xxFLORmcqx7cVzx9yen+BWsdnh6ihLOoIPMw1aIftuJ1z1zAUWUhm5z8wVInpKDwA1qaJWTFFKJuWLO8L95pT+8gn28pz+coueZGwfbUb71nFMnd5G9MuO3xdZdP4sJ1DOd8+f3bqOuXGH/Nor5IvoaqnL2Jd5uFnTOHdlVzZKcn9ZUxpJqRVl6iTfX20otCJXcbBw0bYjCBNg3dnEmdvr2ewdJ+cCUQn1qjmcD/FxIQS8iE30gaKwdT2Ns5xuWx4vLauVp954/MYTWjcaP4lSMl1I7hzEc1+ffI/m/lN0lUX/d1Vw/ug9Tk9P9wW9f6Blf5gzmZOTk1/u+gdeSKTrAycry4P1hjcWB1Q332Lz6LfJr92jz/KRdCeEiCVTIq+UWrHuekqj2HY9WomxwbojwaYGrYto3FzpeLIFCfUQxjLMp+ayazcoU+C6Ld3qZBzzmukxzfkHcYd3PfnhXdrlw5GgCNG2VQZPkYh0w07wdNNSZIJMC7SJJvbdhUXm0ctHZIqQ73WKXEQfhz2jMuYF4jBHHWiKhIOZLRTHM82N6fOI3kEyob94jLs4xa3W2HUS5W6iS+S+qL3IbASFXWFjiz2ODleg9OnXUUpzQKHqpHiXC2bFoHhnmGUZKjgwE3p2THS7SQz5radrIgM/4dJeqORXFlBNYLKQVMcGQqC4HntI5e0vki/ujk3dOlg2qaf1zlk9MoqliCZyuZY8XHZUmWRi4otWmeJk21FqGTFRUnDZDA4Z8Qk2gxh4MojrbTKFS5q/1kFLYJLHzWVR6CvsbZ/yaAFYPOu+H0vr4Vh3G09o3EglQAv0RHKczvtECE7uxwFS83TNweuvA3D55D0XQvjt54/cJ18/9OVSCOG3Tx+/7V/7ShyALtee75xumWWGO5ObhBuO5vQdsuN7+HaLNHlCo8bU0gZBoRWliZOiTAmsuLqrKMlVAmXCsURsy2AVFka8hOu3uGYFQsbg0qxxzXocg3Zn9/FdQ+hbzNFtmtN3ARBSU1x7FYB+e4bKKqQpyWXOCjjZNsxyTW0928JTt4LN5e5YiFwRCg9O7xoP60E8uoBJgvrPM+RCYxZqlGjcX4cDSdI3dJsT+ssndAnk5pYr7Loeb+pBYU3qqNrnrf+oqugjl4yzbSBOfLJMUOV7pMw8o1QG163SMTrHrS/GrGp/WQt5Bk2bJkgynsf8Gauy8siMwSW7fYPs1stXfn/S1Zw1DRd1z6bflWEPTntksmDJTHRJOFlZTrBUuaTqHaVRnNV90t0RKClYtva5m661fgQD+h13MWZeKgafSanG8kqKfQ2ayHUa/NCXbc95bdnWgXrjccm3ChdAC4SRZFPJ7YXh5UVFu7xP/c1vUD/e4q3Htw0n7ZbTR+8G4Fsf++R9xAr8kAcZ4Fsnj94T5bGm23rqbeD00vFuFdPVo9mtUQKy30ZlM5lVDGWOTmer1DpNjyS28+OOGi+I+EJDkBnsRJX0JPD8+Hwh6c74rsa7Hl+vcNsVwmTYs0f4tsYnkJyeH9A9fX/MsLKbL9NePESmUYcu5uhijpncZGoy+tzzaFMzyxXbwnN26TC5wKWd3rcBehXjXRfTY1FlMUXONUwNMrk36GfM3A5mkutTw7Uyim8DdPUZ/eoEuzrDreONbTcNbnuVnvDc2tNAgYh4FUKOgXtAQTt/lXH9UWuaaSpj0EDbLNN7Ocdt1rhtO0IV+jaMGcywdOQtjpiYsoDJFCYHu6wgu32D7ParlLfepFi8hFf5KNnx3dOaVe1ou3AFsHl+7jGGlHEFymRBcr5yNHmgygOFESwbl4LcLji0Nk6SYgYTs5f9wybT9ZdrOfqVl1qPZfM+MWPIWhprqXvPpo3B0CYi6Eg0zSSiUFQzyd15yc1qwsUv/Bz1oyWbM0s5lwRreft8hW232xDCVSHkT7lC4Apl4ndqCSH+DPC/Ab4M/HQI4WOVex8nk2luv3Tv0nt3JLWkqz3LNdy/6Mj1GnUoWUxjv0OoDN/XEecgNYSAFDIhfwNndUuho2+PisjrMQL3LvZmSpOCjXAUWuOCR+0hgIeyCYgZzHaF365ACPx2i29bZOL+9CdPxrLCXLtBd3IfmeXIvEKWM1yzRt+aE1xDoQpmWTbiKh6vespc0haBvpX0S4cqJTZt6mKS7Y2VBRQK8QwUv5hK5lPFneMYeI7KjKnJ8C72kez2DLs5f+Fxd80g75BsaKW/Uh4JJUeUq0iynsNu2zmfSoRwBc6P2KGzlRbkyebkonZMs+cvBd+s8U2Nb3uKo4LNoxpnA3v4w0QBid9PkjxONYFqIaiOMoob0ytlW3nwMq1QEDxPthsereOxePzUjro3zqVAoATrC4/OBV0RuFxCUUrKXLDaOnoXaI0gN5JNu9u4hIjUlWcJouNwUAm0ina7ABMTM21g7PmoPRjowPqfGAM0dDbQJPH30HtEJsdpp6oki7TB+Mv36R8+YHvSsVkGlPHkL73B2ZNHZOqzKZXSp/vnlcn8JvCngf/wk/zRx8lk0IJ/Yrff/e/L7E28i+PLp8qhRIsSK149mLFQGSqbI3UWXfOk3qXmUpIplUbUnkILeh+FjYRIhZUPWBHH2YL4p5XzaOGjlCJcgax6246eSgBuvcatt8jcYE/P8alHEqzDHM3oT59GgfIsQ5YVebJo7NZP43ssBaXKIFmOzHLJphTUraBrBX1iDogyAgBDt9cj0XIw5kElEJaZSKqpZFZJDsvEtM4zMhSeq5mK367i1AjwTVSW8wN2yAHqmcxFq2jJmzIyZSqE0HRJ/a2xjs7FjGMIMnswm/h5dSxDijTSroymUBrvW+yeqt/+CoNe5e6toHV8e3vUMaqFYHKcUdyYkN+OfunZ7VepBu2VlLW9f1nzdGlHF4X10xS9EgJTGoHKBO3K067AlCK6OThBkQu2tcd7gfVhJLU2vR/fm3Uxk9v/7MPvci3JdQxQs1xTGh0by8qMfRmZ3orcy2oGZ0rn4rkJdu+8lAo9jQfiRlXRvP3rtE+XbC48tgfXRzDlP/mFf8pms/mbLzzIn2IF/vmA8UII34Bd//Tjro8VZB4/fvxXz97+tT/52u//olidefrGswE4hreTOv8rixkLnYMsUFmcDQqh0rB4SEcVjY6TEuE81jli1RGvKg1jXVyaqDqvpCCXOlH6I4FtwKyENOr0dY3f1rhNg6tbfGNxncOnNDb4kEBVEplpsrsV9uIxen6NfhnxH4NJ3Dw3PFrXLArDuvXURWB16VFpAhN8nDpg5A5sOhjgTRQ6cYDyKk5tZqViUVxtVLhuPary+XoV33+bPksf7WKHUXNI2aCQEmkGyc4YYFT+4cp6ELNDn8qPIdjsKYCipKBI46BSK7SQ+L7DdUPAqwldNx7HYUmVtITY3bhZthPXHlZ2+zohBPI7uzKp3tsoPjjpuVw6tmtPX1+9SeyFRRiBy+V47LvtkJ3IMSsZPltEFYfU1N0rdfayGaVEmoDF388KRZ4+/yLPMIloaYb8JTiE0Chib/C5tavio+hX0sk5mismUrM5+YD2vKHexEb55EgzufMVvvZP/3I4Pz//G88/4adbIVzlBX7e1scKMn3f//xv/vIvuh//4/9TvV15bAPt2vPt77bMDxUQA83Li8BCFzih0YKRDStEVKmDGDyUjBgGIcQV4NbuQHla65HCIYWkVD556xgciXU7XEjO4rsOlyYLdtNhtxbXeXRqaLbnTQxsWlDenGHPzwh9N/YrzPwGrl1jykMmJmOWxyxoVlieXlryQuB6Qb/xqNSfcavBHVFAqaLoUykxpWR2kD5rcTXiF9oQQo/rosAVMPaQfCrTgttlCx93SVPgYHRMrK2n6z/ekwzsdaMi4M26jvLoFbaPv0WwHcG6UUYz7QVXVhklXxh62cVUUh4aihtXHRmKg3vUQvL+MmYx7yalweWJo19HbhgANgmbS4FfWUKv9lxFJbYNSBXoJORFnFJaFzBaoJMYu3NXHSPlXnwojIwi7VqwKAyljqj0ic7QRACeszvGu9IFQmZoIUf3Ayl2zym0IBgBJk6ViqnkxjTijOzZCc3Sst7EBrOQoKobPHz7mx3wtY91gj7m+iivrmfWR3phCyF+Hrj1gr/7iyGEn/s07+1jBZkQwqO7L907mWTtrazQ9Anp2F54Lkec2xBo4t9MddTNGLIYJQS5VimwOFrtqXuPEoyq8S79L1NixKtMjKH1FqkEBhA6R5oiTrCETCl8quVbi6sdtvEICd3ajjcIREBYd7FFdxacRy0inL1fn8bnNGVCCO9WWcSSqe8E3sbP4hqQxdDcSJ8vl6hCYvKrd+E0V1SJvJMJhbd11J4ZgHR996FXiJCJIqAE0khkGt1E/dkpuogjYGkK2rBDLm87R9MHrA07RvTAs0p3n5KQvcAZcljBJ9xHCCNpe2BSGxP/63vGgFgdxoBeLDT58YTs5jH57VfiMbz1FgAfrFZjcHlw1nN+vvvc/jxBh4eApqIkaKgdrnaISiGkQFUCbwPOJp/qLH6GYWz/LO4F4hhcSsYyaFaoMYM7KHLygdPmW/ygP1NfoPIpztYoo9AiIo0zLXe9Hx1LOl+DLBX5VDKZSW5OcrrVY+zFkvPH8Rws5jB745hvfuubZIpf/CzoBMP6hOXSR3phhxD+xc/kTe2tjxVkAIJ3f8vd//b/fHr4Feqlo1t6ZLpIL1ItrWQ7jqBvTwWVNviILkEgyJRCENXqSqPYdA4rYgbjwq5s6lwYT/a2t3HnQJApg9Q5ylT0EJXUhmaA9wQbxl5Gv/VXmpR5JehWFt3Fx+lZhVteYI5u4FZn2GKKLhYoXTIxmvurLZNMUWaSIgt0eSAlH8hMEmSs9QdFCrkXXPJ04RdGUmpJoRWHiVnsfD/a515Z+8Legx/1gGlJViKyTCLX1TR5SceILmVOY1vWqQ+17ZJLQR9QOk6EBhXDYcnUBB5KBy0lgjDq6O6v4X1ILdH5zi0h2XSjs6t3dXbzmOz2PYqbERFeHNyjS6jGR4nrc37m2Jw77NLh9xDEYdXFYGgkwSlEykaDC3gbkC5eI0lShrYJmGxnJ7O/5N60qTAxE4kZjGZiNIXWzHQe+XHB0aXpaCDQr0+QzSUqn8aSyUzGYJQbgdYRQ+Ubhyx3ZfKX7hUclSXdk1iGd11CQqc77T/7e3+HJ48f/+Xn3+2nX78ryiWAx48f/7Xf+NVf+vN/4l/5Kbm6dHSX6QLpJNmh5uKJHevzN45Lnmy33JpMKJTaXZRCgoI8BZtMS7D+uQPU2YCTgULvJBsqbQjBj6p5Mp9ETdesGEun4XVc57FdwPZh1C9ptwFl3NijsOsaYTSujH0Nt72Ew4jML7WhSv2PKpOcJptilW6m4MEPKfheKq6zCHDLzDAejd5JWqpnq4yxn0RClw5LqFjWicAYQFWpkUWGSvouajJDTw5ReWxe9wTWXc86WZHUnY9WwgNYzpE6mLt+xbCzD7vyoF44bLDjRiuv9iJMqZBq6HUlkfBCYdJkbeAlFTe/QPCO8vh1rMp4uF7x3sVV94/+3BFWlpD0e0J6/7SWEFQCOfpYjg7qfXs9lqFN8mxpFCUuYkDZL22ezWAGZUTXb/A2USYuH6TzYOiWTyivT3HtCqkMRmZMjKLOHUUWLWx8KUcRsGoquT7JyNslFjj9zVO8j/SKgxuSoz/6L/GL/8t/q2+a5j/nM17/PPiRQog/Bfwl4DrwN4UQvx5C+O9+v7/72EHGe/8Pf/EX/on98//aX8gWBw3L+z1hG1PZ1gbya5qLpw4pBYVpyZSg1JpaSWZZPpqtWecpdCS4FTrWwDbK1u2lvLEpWdtINZhlBilE5I90l1FKIp8kFvKT6JOjonezd1E/1ruYxYS90Z53RIpBpXDbDpk3yO0OaOa6Db6Yk0lNqXeHJssi+lcbQd+EkWTo9/oeygiUjg3IAXcReVBXb9Lg7BUNGiD1i9J7So8XIpZIAKr6AcXDX7CE2Okjw9UJSvx9rI2EVhR3juhOlqjc4re7914caKSR6ESnMIsSc+0Ic+POled6Wm94/7Lm8UWPUvD0xLEdGO6rntCk4LInn/GivpRQqXRUV6dkSomkIyQw+qqOTpFJtIwl06KI57UyuwwmhB5PRF0PGWZ3/iA6mDYb+nIe3StNgcozppmmsZ4qd+SlwFlByARCwnwqOS5z+vUDVr/8D3CJPpNlYCqFnL3Ew/ffvQghvPupT9wLVgjhnwutIITw14G//kn/7uOXSyFsXnrppe/pevul+VSSH2q2Zz3hosM+qXGPM+T1HKGgzAV5JlgULaWJjbVMKiQiilKJqBRfakVnowwEREBRSGVT59JuWkZmrRSCMjMoXY5lQnf5OOrC5mtkkcFlHeVA9y6yYTeXKn5vcrCtR7UW1e5Gyb7d4rstwVmk3N3UhY6NQq0FSgvsME7uh4t+Vy5IlS74ZwYRQ5aQjuTVXwoBSiYb14SvqJ/fltS0Qk2TvOnkEFMeRKM7YOss665nm6ZcbRfo+zBe5J+k+h/0lKPJWYZM4ryqNJjeRTHw/uoHzG/G86EPDtDHtyiuv0pxGJG9QZfQr3m87Dm/3LGW+0tLWO2VZp0FO0Dz957fyOimoIfSUaBSwB8+V27iMR8AdjGD2Z2Haa7GBvdhkY1lj+vXsQnfbSJK3LbgHPbiKUJHqEO/ekp++BK2uUSZimlmONl2TAtJUco4yg5w47piMVHMszwipZvdtTVbwPEf+Sq//s/+GQL+7sc/Gx9vRcTvZ/2sn9362EEGoK7r/9ev/dN/8hdf+ek/zLtFj5howmmM/uHpFh8CdS44qyRZLjid9ry0UHQuilApIUbTt0JHo63IvBZ0zqKEIIjYBfYeuhBGqLkQgqnJKGSGzqdsT76Lrhb4boNvtnB+gcoUTjukvnrE93tirg9xTJyykNB1mJt38V2TXCXjxZEpyQfLbWJmx9Hnft0vlAAR+ydjz+KZ4BLj3QtEvfcFsJV59reoPGKMVJ6AYVWBmkyQkxhkzOQQVczxA3HPNqw7NwaZLgWYESOzx30agu8V1bwPWTLLkWXsJam2jQhno3a5uYyQgP1V3Hid4vAeMvGSTtot7y9js3c7CIGtPH7tCLWNJdLwPoY3pSQoQehdsmtRyEKi0rQuL2JZCrusscjkFazOJJdJlSNOkXIVS6WpyTFICDZlMI9wST7Vnj6KZFSl6M9OUFVFsD1C56i+RuVzJvmMRdHywXk7HAKKMr6Hw0pTCE29vQCSi0cO5VSgqjl/++/8fR4+fPj/+Oij/ilWiDizz+v6REHm7Ozsb/yDf/T3/41/73/wp/PfvlGzfKeLd9JZA5kmPNlgc8WlkVx/zXC6tkyznsMix4WAFGHkImVKo6SMglHW0VqxmzL5HYJxmDLNckPteqSOeBpdLuguH6Krg8iZKgtk3aEaB2sbm6cy3WjPID/Hm8+66FqY/H2GPsmAi1AvCB7DbhlkwCOeu1lFCiw35/HQymdv5Bf5MBmDNP1e8zc2WQeLUzmZIKsZqkoZQ7lA6ThRgtgcr3tHlzIX6+JE47kMRgiaOlBWSdRKiNFXKv6lGBXphHmeyKnmE2S/yz6EVsiiQM1iQNEHURtGZQvOE1n1wXrL42XH2eXVEjE0LuKLhuxleK+FjuDGBGAcGr96qtCFINuDBUxKGTPMdH4m+a7UnGYqGQnGx89zM/Zggmtw3QbbrujOH0SsUlvTn56NNgtuXSOzDLu8iLIatkXf/jGU0CzyjGlR0yQwqfeBxUTxI9cXtJexEtreX2KTPfDsdk5554v8+i//p8F7//eeO7A/4Apc1VX+vK1PFGSAX/6Ff/pPN7Zb56/fzHn4Us/qPlFUe10jDyaEJ1v6TLI8iEzUi9rSzCLZ0STxIUcgkxIfJJXWyZspyhn2LvomDSO5tg+UJt5IA2FyrqJS2SDz0J0/QJYVqmrxbY8yHToTBB9Rry/ataP3T4hw8L27MXiX+kdX/ZSVTGXYi1URgBdnBoN0wJXHSYXQBnv+JE7IjEHk2RUjueEGBlDlBFXN0NVB/Hc25ZOu/WMwfL8fAMPAOE5UBWXKRL+IeBdlLW67syQw145jOVVOR2W7/OAO2fyqTsyjZcfZ0rFZebqE7N3v6+ygw3sHdmbG4CIKhSwl+UyOGUy2J7y1qBLgU8CsuHo5T7Oo7xwzmAwjFJoYz/rNCX2idNjzk+jHDVHpUQnstkcWq3ge8gJVzaIzRJ5RacOi0LR2F2QOK02lDH2zov7Wb4yZ4+ENwewrr7JlxnK5fBxCuPi+J+uTrr1e5udxfaIgE0Jwd+/e/fm/+7f/6p9942f/x9y63bJKF4m9OIfzM/TBIaI0NNcM3+k73ngz45sna37s5pwCkixm/JsOxyQztLVjkimUhOYZrRnrA631bEQMVIs8xyJQZod2VdUCP60JXUt/vkYXKo48vUCnskHKq6pwL/x83vMi+MLAyhVXeitx7QeWAV0aRYSefZZUrsjo7SOUQZiUqWQZOEfYDzLm+TLqyrPJjDbRCGobhbLtHrr3Slz7iI89BMCQsshBJ1hmFaqYEyY7yxeR5fBM0zq//jJmmqgDk+tIM+HStjza7ATXNxsfp3t5lM0IfRjxMGIIDD7ErHhodh+kYFdKdMIkLeaKLBMj5yjTgsPq6iU8TyWmGP9tdgJXweNci2tXdKsT7PoUt77EXi5x2xbfWbpl1CuSmcSuaszhFLde4SYX2HZFns0olB7Z+koKjivNNNdkQtF223FaWEwF5WE8nj/3n/8dzs5O/70PPxOffgX++UyXPu36pJkMDx48+Hf/P3/nv/qzf+m/92f4xkyhX63o3o26I319AYA8qbA3C/Cw3nqOppEZHELAiZBeNJAJhVQwzQxaShrrKI1Eiqtj7c5G0B65prY9WkoqYUYqgOu2+HaLPXuKnuT4PqJUu9qjNMhwNRhImbAfz6c3L/zMgg/vX7yIhLd/wl3wSdw6PZfQ0R9I52OQEVmBcJ7QX+U0Df0QWUZCp8piYJW6iLvxIH6d+DQv0o8BECFOP4aektzzZXrus6pdJqPL+TgJE8qMWsJApHgkWkM+TwBRWXBpWx5vtighuL9sOE3NXZcQvWOAGVKpYQeemVgmZfKK2Vx1qMjyKLAFcG2mx0HBUAodlWYcGARgliT5lBCU2pBJiUZBcLh2Rb89i+9pdY5bXgJgVw0ujdC7jUW2AkJAZlFf2W3XuGaFr1o2SWzDh8A8ZVz3ZlP69SOa+1G9IYRAVinKWzPmP/6z/Nz/5d8IFxcX//HzR/yzWb9rGr9p/dLXvv6Nh4/e+a3bP3rnK3xtskXcPsA/iviCbnuOfJShpzn82AF1E1gPjOKQiAbBIoRCBkcmBBOTYaSjthYloqh3l1LREGLZ3vtAbR1Zb8lURNEOmrC6XOCqNXIyRbYturP0qx5TSITwhETGHHqsUotdayTdafmtN9I/XxxNYgBJPY92F1UCYhyTe7/7231j9+Hih1QqKYPQz2cqotipbUtjkIkMJPMKlZXJ+iMGAse+veqVjzIic/e90KQSoxGfkvExUgiebDpuTLKkmxKeS3pM8nlyWXElixE6R2XVGOiH9WS75VHS2DldW1YbT7PdRb/giFHbiF1/Kv1aHhpkJkbqhk6B5fhIUyTG+LBuzfKxvPQhcFBkUaiLQJWywOH3BoUIDuci+dNuL3Gbc/x2g9tssast/abHtR7vAn3jyScK2zjUtkNVOfrgWoQ49DV5sWCem9FCZ1EYSmXo+y3BO+zlBiEE+cJgjuZ891FN27W/GkLYqYB9hmsQ4vq8rk8cZEII4ejo6C/93F/7q/+7f/Uv/Jt85aslv/Jrl5jZAe2TM5xvUZsCtTzGrWac3+85OlB852zD77k1qMNIvOvG0qTQFVrLRFKz1LalzCSd9XsK8yL+W0UvnV57dPKv0fk0qtlP5oS2IXQ9umzHm7+vPcrsbjKhxGiVKpRK054Pb7bsn75nM5cIptvdmj7puOyr4lsfsxnl+ytNncFfyJsW6RzBDamHjL2axLIWWRFtWNXgfy2vvKfYQ4pYEIhf7d6ZHYSzB+iP0QItr069ohF9QCdkrjQFqphFcbC0svnNUXJDJOS10gU2faZVArSdpOxluYn6Q33jr2CKIDV0hx/JNK0DymM9NnfzIkIh7h4aCi2j9sveCOlaWeKDxweojInHOcmO5smdQgmBSOLzPulBuzZKhAD4usXViffWRpS46wJWezQyEm2bbtRT9rbFiCgTO88N10qJUQqNoO0b8AHf9piZwSxKZl/9g/wH/8lf89/69rf/Ir+D63dVuQRwfn7+H/3NX/ytf+tfWT3W12fXyL48p/7OA4SQWN/QdyvydY37xinyp67TdjtjLYHAB4vra4LrImrV1aBypiYjUyruENLRKYHzLlo+2IDTO9BRHzxmzxJDl7Oof1KsgQtUqfEph/SpzzPQIIavIsFDxYsw6R+29oOM38UMk8eMxnsxBhqInJJnG79SpnIpZTNSZ3hjd53YJAI2llPKjMZxP8gaGqbGRNDaPto3JM2UIYhInaPzGXLwcnJXqRCmPAShaUIcY636lrO65fH66uP61uPtLqsSCjCRc6bmwxhfxAwmTYeuHSe0dS4pU/ZybzFByx3RViBGfpwPAUegTJKtQ3mqxeC75fGuw/cNrt0Q+pbQtfi2xVuH7xyui1nMAMQekOHBB4LzBNvj+w4zOUrUGM/EGHIVm8p9fUpz8i52eYEqDDLTlF94k5Af81/+vb977r3/+R/o5H3ECiGSQj+v61MFmRDC07t37/7Xv/p3/vof+UP/s3+Tr73W8PALdyjqLfXZKW1/gXn6kPLwTXwbePLQcvc4+jJJwDmLa5f4vonTHCHJpjcw0tB5x0GekSnL003MaJyPTNthUtM7h/WeJR0TZZC6ROXTsUcgixzV9vje4RqHyiSEMO6WAELLhHF5Fpt+tWD44DLhgAK7ALMfNEKiGezJO3r/vLCzJ4xyAULFvsyYmZgM4d2VIPKicmp/xYlKChrJZSFL+KDMRDiAHZD44XkMz5XnGoCLBLbBUggdfcjNXiM4VFEBUV69ZM7buMOfNy0nm46zjWWVpkf1dqAohN1H07EXs3+UiyMVp0aFJN/jgL18lFOZnXj4YVZe8c4KgEkEsjib9JjRVSBCEcSgDe0dfs+qJ/gIXxiOz5V23DDWT+fQHM1jxuptxNHIqyp6BkXX1+AjxkYoiZrmZNde4u/94q/T9d3/PYSP8on4wddnR7f87NenCjIAjx49+t//f3/x63/4J//bXxOL2SFPX58Snt4ku3yfzq1xtiEMws6R9MyD9Zq35gu8baKJfLMeodwyK5EqZ6KjrkemFE2amvQ+UPdRxb62ngVw1jQs8mGn10hdpJFrhag3yKaFVROh+cITnNi5KCg5ms//QGuYJvkAYXdh7o8T3VAuhbCD5SVtnDHISI2QivCMmNUI2Hvmxo6Kg2LUP8mVotSSNu36zoMQnl6ND4+Q+5TJFEaQKTGiYJ9dDh97ZiIeu703NHZtLJ7G7SZPTzcd5xvLauupkyxl1wYGQwWZXjuo2ITmmWnf4ZFiUsqoOZzHN/7KYkqudj5L8c3FoBYxPvGJvG+QwiBFNNG5EsKS8+TwfQwW+2bdCVD5zPRQppI6P6pGQlRxdC9qzBDIlELLCCwVwcXrPXiCtchJiV4syA/v8lf+yr8Tnj59+pdeeKA/qxV+F5ZLAN77/98/+o3vnp997R8d/bk/8a/xb3/rO9h5STm5iV3Vsd9iHe7tFeFGbB4qIQkhOg0MN06/OolymkKiywX57A5GGhosh0WUwzzZdhQ6IYaVYNX2zJLsQewjKKTeTWpkluGzmLIqG2ezQexpvCpGMNq4xlFuRO8NF+o+GHX4x4tY9c/+bPj34DEVCGOjcyjTnl1D2RYG/s6w/Yc0Wk83R0hukcNotjKaNndXdF61iqJVw3sRYic3WRpJmXRVAExKc0ai5t5bG1DFySSWPkWNNlEZzptdoAHYNp4uNcadHV5756SgK4lUMcAME6MsF9w5MsxLzTzXTM3uspwpQwg24ZkC/ebkSnCWOse7HkxASJOE0sLVDzEc36RDNFIntEZEXxRUJnE2YNJx0LlEZRHRLJS6Ak4MROQ6ArIQ6JsLusvHuPVlVF4UguqNn+DJyvHg6dl3Qgjfe+7NfIYrsBMn+zyuTx1kQgj21q1bf/kf/MrX//U/90dOuPNaxttfz9HlFLOdIISkPz0lu7mAEJMGIwV9umjt9oL+4jHedlFTBehXT2MzMauYZzmtU+TKJcnD1IvxfhQPAnamFUnUar8MkUbhtUWknsAYVJ65waOH91DvuPEh+9a1++XG8OcvOq1DY3icLoVovPWix46l2pBVjTavwwvsGNHB9fjUF/GuQ0tDJnZBxu/ly0YKcrPrgw2xY2gM5zoGmXxgeQuRemVpSpagBs+SJre2p04lxqbvWbY9l4nceLl1rBPnauRMhTghlDpmMMOazCPtpEw9mCpNk15ZTJgYQ6EGhbqYmXTrpwzVhkCMkqnSFCgTHSe8bWOvTT6zeQx/lY71AB0QJkPmOTI3qKyL1Jatw1SS4MFMNWaWI6tiBEUiJMokp1DApCzKp/5i1GKWZDfvUd14i//rf/Af8vTk9H/77Hn/zNfv1kwG4PHjx/+nv/mb7/2rf/I7/1X+L//U/5B/55st7nszzGo2OjuiBM2DjndfMnzpOrFjbyrs9hK7iohLoQ392WOElLSz6+hiRjF/CaOyFGRcmtBAnUbYUf/kam0fSxAV2cMy9VzGwLL3wLC7CYL34OxOeiH+JvpwSzHemJCyn33QjXjx7vFx9IPERzRxQwgI78b3FGyL79sR4ex1DWbyoX//onVYmTFgZip6FeVpFzdKXakcfWo0DQoRwDguH9Z53bNqLasET9g0nroN9N3uwwsR/bfRYqRjDLoqRws1YkzmpeYwSZTOlcH7GEydXeOTr3p7fj+e071NxNaXJKp9nL5JE4+r0IwnXAgEGiENUuWofBrFqPLIV1JtBOH5ZU02UehiNzDQkxw1nSHLCeXdL0Xd6lQwKiQhJHvhs/ewqzOCteiDY/TsGkjD3/jbf3Oz3W7/n5/oRH3K9buyJwMQQvj2nTt3vv7Nr/3GT/6el3+Cn/1vzfkvvnWMOT9D59NY/56sES9NUBLeX9a8PJnRdWvc+gJgBEPhPShFnX2T2ev/An1zEcFnKmOe51jvuWhbJkZj0k437MBjzb2/lGJEnO0jdUPEaoQQCC5E7tIeCM77nhAiobPYmzpJGYWRlAI3/DikxOeZnfNFUJtYAu3/2+9lT4HgHGEgoAR/NfN5gZav9x1axR22VAYyUo8iBpG6d6Ne8odBKAbFPi1F9JPeyw7dMLUJO8BfLJF23KVN69mm0qgZmN/uapDVWYQODOPzLN/hXe4sYglyVOTMsuj5BJG0COC7LS41VPvLR3ETMdk4+g/exqAiFVrnKdsx42cIMAhqIpUhZCWu36KrgwTgrFHzBf3pJdlhhcpa1CQn9A59OEMmvE12/eWICaqOIEnKxgFGR7t8MPYVhdaoakF14wv8/N//e9RN89dDCDsuxu/QCoHfneXSsJ48efIX/pO//7X/8s23Xtc3vvwnufXHj3gk36L5pW/EZua6RmSC8zNH+arkwnYUgJ4dUZ98A3u+xK5bZKHJbhzRnzziYvXzTL/4M+hyQZF6NFb6sSSQQhIIaDmMKIHgXkgJGNc4do6NvmADobeERPgb3Cd93+Bdj04ynIPQdKZ3cg+jWqMNo7bJiK6Vu1Jrfz3X/9kbaQRvwbtRle5ZzE7oO7yqse2AJlSxv5CYyJnKkSrq0ALkStIaT5+C1tCrGSfkQmBe0PTe504NAaZLz9FYx7bfBZnhazu4NNrYFwh7id6gxFdWO77RpJRMCsmi2AXwa2VFhsC7hr7bjD9vTt6N2ZxzIAV2eRoF1IsOWcRMznc10uwBBfeaZw6PR4ye1kqXhGJOyCbRL71v6c8eYw5niCxDFVtc06IPZ5hr10e5C52IqULIGNSCxweLrS/oV9HHPLQ1IisobrwOquDf/ff/D5cPHz78Xz13kH+H1u/aTAbAWvsPb9++/c+++Vvf+j1f/sk/zcF8xclrE/LTV/Dna0SV4552cC9jYjS5Uthmhdte4i5X9MsGIQX9ZYMQ5wijUEXOtvot5m/9AWy3iheRzJjoDE+gdY5MKkxq8vng4khy1KX1kQvk4s08SDdCDALeeYQF30l82+G7lvb+25hrN3HtGt/XCF1SaM2bRzM+WG0osuhT1GeCrtnD3aR+7pD0KHX15o2kzqGsG7AXjuBtbFi+YA2ZVfg+hfbQqFWZR6mcKo2bM6kotR9HrC4B1IbHi5QBDkFFCvGCNmkMNMMovnM+IVxT0OkDTf/8+xOCEfQo5S7QHCYvommhOCw1R2XGQbFrpvb1GX19Pk4d2wffjb/YEwQSWuMHkbHhiYWMxzP4GASIEzBHoA/RXicIiUaCzFD5FFtfks9u0p19QHbtLv//9t47XLL0ru/8vOmcU+mmzt0zmtFII41yBCEEBhkQLMEsC/YajG3APIZFgM2CxbLCBgMGmxyEMYhoI1sPrAEjgkQQSKA4CoPSaHLs3H1jVZ30hv3jfc+puj0jaSSmRz2if/PcZ/reW1X31Kk6v/qFb7AmQxYj3HQHWc6ibk/w6I2jDA7dgFCGbHSoTzAAwbW4NmoQtVtnATDrx9DFCn/8hj9iZ3f390IID37UF/DRik/lmUwX58+f/9ZffvP7//JnPvdd2YHJk3hwXWGPT5DWwzBDjDR5Ibjz4pwnr65hhxtMpzu0uxX1doNQYCsfqwwlGV6TYy+cZaf6cyY3vRhdrJKNDvV4CKniBaJS6RrS/CK4pscydBeod57gAlILbOXSdgHAI6SNrNwqVTHlDFvuYod7DAYbFKnGH2eace4oC890vqRpm7owqehlPmEhXA0LNrdksUK/tOKKmI22l5zA2f5cxOcQW6n+fl0V1G2bbB1xQknESkuDERqfrkOfUCVL4P6HfR27Nsc/zO+t9/sM7BvraZc1a9JdlF5UbVF0XFAsaQAfnWRsFDkr+SIpCt8w3X4QO9vEzXfw5aKasdvb8TZKIZKAlpCKoDNUYn9DmnEJCULhCL3RXeUsSkhyGX9eyAI9iPOcbOMalClo8iF29wLZ0eui4mITW7R8/QQAZrAR5z3pzLl2RrN7mnZ6ETvdItgGobNYXeohr/r5n3Vnzpx5zKoYYJ9g/pUWj0qSsda+7fjx4+999+tf96LP/8bv5c4Ha8SzR+zNLaFskWNFVQYmuUIBVbWDOXgcPTpFfV/8ZGrKJBStBXqwi5pX+Kah3jkTNwfZEKkzhNAYoZPljU+zjRafVquxmnERLOI9wfq+ioHoaxQCSCfQhcKVLTJLBnHFFDncgQPgfU2RaAuTLGOaW87vteSZ6C8oKXv5kT7i3GbRjnSaJlIIetAI8ZOwTxJtQ2hbQpOAf8n1sjtqoVvE8u1TQvJpK6eKCmWrnpkuzQCpsn4lroRCsNTTpbO3/LYMgE+DbIFf2jQtyWCE0M93Lh1udxWM94Gi6ECC0YRtmMt+yAuwUQwohMLZOTaRFQHai6dwsymhrvBLczK7VyKNQjqHHAyiVYtfCOZ0c5muzWyDo/EO5z3TJhJqrVbUzpMXCi8zzPAgQmVRmD4b0QxWouVOPWVw6Aa8rckSu1zqPA3qA8HV2DIuLFw9JdRlP/TSgxV+7/dey9a8/tUQwmkeo3gImPAKi0clyQCcO3fu2371ze97+3M+643y617yJfzn19+PeeoYu2kJpWc4lpzcatk+0mAAN4uzGJVJphcddRWrDqVBFxVm6BisjKgfuA27soEexL44XzmBDJFqgBCpcrGpknGpTeroBDHBqFzSziwuKcYFD8IGdOlANMg0dxHZHubQMWy5g84nZMkdYJJlnGbOOFdYF4FuAE0SiWubsE+pzSzr/Cr5UGOw1Nr1Ylk2+nv3bVLb7m+VmgZpTP97famL2iMM18YKoceLdCroCXi3aJokUuwHtT1EE0fEYbhe4jgKsR+fMhlKRrlkUig2BjFhr6cWyTa7tLMLNMlcz04jd9BubeHrhmAXJZKdN8hMoxN0WSjVA+qylWiRbAYRi+WBxjsqa/vB93bdkFvF0Gh2bc1YZ1QEBsU6zs7JJsfIJsfwtsLbEpVmNjqb4C8B9nnX4uoZ1fl7aC+ewdcVMsswq8cR+Sq/9Gu/4c6ePfu9H/+r87eL8JGm+1dAPGpJxlp78/Hjx9/23re+/SUvOfEMPvcFq/zlu/coE1q+nHmuO2YYao0YH2JvvofMFPU02orOZ4v2W+cW3wbM1l7fbJbn7kKPD8RPIKlSqyL7+QawNJeJ7VKwHjPOaHa6lWjAJnuQbCBo5w4E2HJKNskQZo7b28IWY9rkhgCANKwXGY2L1cXqUDGtHFUdmM59DyozJhL6ci17NG33f4Ho2x3v25QUO0U+u2/L5ZuWYF3ULX6YcNMdQtsg01bDtyW+nuHyJDBliugjlZwd4tpX97ykS8PbKqKmExdMCYUXEiV8zxVSslPSW9zPKEEwkTeTS4Hv/I2W5lLrQ8P6wLCWx2NZyTIyBBaot09jd1KS2dvCT/dot2f4xhKWqk+hBb62eC0R2ZIucJIxzVaOIYSiifUYABfLuk+M88bhs8Bm2bCSa9rCU1nLapEz0oMIvQyOYIYYM8IR0GqAJdAGS57OS0Sqb9HsnMHuXMDPpgRrEYMRZuUIv/eHf8jOvP4vIYRzD3uiL1cECA91snnUQwjxY8CXAQ1wF/D1j0SE61FLMgCnT5/+1l9543vf/ZwXvkc+94X/kLueUHO/b2hLj2sDG0PN3FryapfsyHWUdz/AYEVy/n6H9zCbpc3MhUA+tWQrFR2B0U63QCrKzXso1p8QLxgZIlYh8UoIHrN2BLt5juA8Zm1IuzWLUP82kt9s6jqE6CDvHfiuxawNcLs72HwQRZtS+zGcHGetyGn9wnNICahqy6BYDFC1Jvo0mYX9K0RukVxKMiFtkvZVMm3bb7q68GUiGwpBaC3CxNvLNt0+YUh8XeLzObKOraczA2SWDPBI5f4ySFGanj8VHz5dRL6NbRaJgSwXVZiRkkyJ3qcp09F5YpAJnF/wiZRYbJKGaVV9YFAw1lnkGYVYxTTT87Rbp3G7sV2yu7u4adz2tnttshYmHb9MJEqHWnoNujYp/m1B6y3TtuHcrKJsIwJ6t3IoAbM2aiCXrUubMsestSg5Zy3PGRnDbl2xnhdM24ZcqciNkjLyzoKjLTdx9QxX7uJmU3xdI5RCrawRzIhf/rVfa8+ePft9j+BSedTjMapk/hT4nhCCFUL8J+B7gO/+WHd6VJNMCOGW48ePv/n9d9z/uS99XsOnX7fC5vYWYl3hfeDC1MJByFdPML3nPdiypSk9ZQlVvSRWr2OPefGukkM3Scz6BF9O8VkB4wO9crzUBYQQt08LITb0RtSabS9uLYatPlYyLslxtjX9yhUgG4PdrZBmisi2kPmQ6d4Fxtc9HxFaxjrDFr6//V5VMhnKHroPaQZhJMNsUTFkUkbxdAA9xDa7Cb3bLjg0lxiqhaaNJnW9gbVAtBaRklAwFtG2PVJa5jWhqeL5AaSeJaeBTn/GIE2O6JKOMlGNv09CBTJkfeUDIAkYociTx1KrNY3zNGaBZAZJ3XpWBouEqlVMsJ1v1WqqxnQItHUEwLXTc9Q7EQtjt7exuzG52FmNSwjidu4QSqCMxDmPHiqC9bEV9p1wVkR5R/viQOvjBgxg2iw0j3dKF43djOD8nmXeeFYHimnjIqCwsExy3fPM9poWJQSTzDDOMpSSyODwzZz5yVtpTt1Pu7kbze4ObqAnh/jdP/hDdqv2VZdLM+ajxmM0kwkh/MnSt28HvuqR3O9RTTIAp0+f/rZf+J0/e+9zn/10ffzpX8iLb2p4+20z8jx+wjfO4WyNXjmAmRS01RylYmIpyzivzeuYCIZjmJ4qyQ/W+KoiDJsI4c6GBJ0M0aUmBIcZrEcqQ+rtEaJH/EaWdOg22wtekYskPm2ipa2QAmFKRLYLh+NmoZmeR+ocM1hnZYm/slO1GO3ihqXbrMgFrmaQLrJcq1QNLEh6YVn7IEWwtgfjeesjhmd5yiolIl1AonVIY6Hzz24aRFYjTLK+zXKEMXgTM68wWZ9ogGT1uwC1SVPHqi1bqh5kvG2ehsdRssLvm80Y6WLLlH62MTRoKRgYxTgB2cZZxlAZbLVNO4uYkmb3HHbnPHY7KSruxeO2M4vthKOS5zVEzyLfekIW+hdPJG6XkAsJjNY76rRmL1tP1USy6qyMLbnRgroJVI1nc2oZFXFe9OB2DdSMcsVKblFS4HxgJc9wwZMhaMptqs0HaC+cod3cxc1qGOXoySpOKH79tf+zPHfu3A8+zCVx2SMQPp7t0kf1wv444huAR+S88KgnmRDCB44fP/5nf/Wu933RF1//QtaLgiefaNmtHI0LbFU1k7CDK/fIjh1idN8u2xctrYUqEepaC8ZC20DWBqb3brK6MlmseoNfogukgWWnOGfyRHxLxDYtHyLD4t3+rZA2cbsltUWaGpnNsbvxAhBZgTIFQhnybNI/xsYwI2sslV3wqqSIpMTIC0qQfRmJnWEZeNdXVylJ+IhhCV3SSMNr3w8/AeH77YlQaXOWPtGlcwjnEJ10Qdskfk5iuJsMtCF0JFKTEbLBol3zS5k3nVehJVpmdPTHQul9S3AlBbWVDJzfhyg+NCwotKJIUhWF0IhgsdAPedudc7jdzdia7sxopy1tx3tqfI+rcy1I9REuIBEHwEIqhFB4PK3zCc/jadpA3XqshSqhkuvkXhGAug6UdWCWZEFHheT8rmVHO1YGMgqFO8eBosA2u7i2xM128LMZdloRbCAb5qiVA7zmd/6Avdn8Z0IIWw890McgAh8Z1v3Q+Khe2EKIPwOOPsyvXhlC+F/pNq8ELPCaR/IHH/UkA3D69Omv/4n/9vu3vvD5z1974rNehpaSD57dY22oWS9ycn2UGe/DlyWu8RQDuLAd3+c2BPYqQetgPFkAOZuzF3tnwoUBWZRIiEPVDPyQkLfYZF8reikIkaj7odfgTYuo2Do1IGVAao/UjmwD3M52vG9W0JgB0hTobMKkqwaIAkpla3tnhb3aMs4VI6MZdLwgqVDJ5wcWALr+QIBOgqAPnygP3Runu5mMJ0MGGaUjumTlAtJ5RNqmCJOSTu9TayOAJc10RGrVgrdIM4i+Q8vrYOilHjphsBrHUBmUkFTWspYrau0i0G+5ugAmnbcREHyDXdLVBXB729jdXezunDaJXNl0sdsmJoKODRJ8rESzVbM4d8ss9vQhE01IY8vUuggibNr4BdEz2zZR16YxgrYONLVgN0QFvqoOGC1o25CcD0hgRoG3DbMH3kd19x20W1PszKIGCr2+zoPnt/mtP/zz8+fOnfv+S6+DxzIeLbWaEMLnf7TfCyG+DvhS4PPCsr/yR4nLkmRCCGfW1ta++6d+8dd/8T/8h5vYmBznyQcdm/OG3aZhko3R4wOEuqFYM/jT9T5QV/fBtbsDKwu8FfbiWfJDT6CdXcSMDiBlJL4F3yYsg8JWO8hijBrMCaMSme2gMonOIiVAyjS4VQuvGpeqJqkC2jjcrKacnSU7MEYOdnDFiDYfko0PkwFSDcBkKCnIUnWxWdVMco2RkoFWWO8ZGpOInOzjV4VOuuHjO6c8PC734w/f1DFBBf/QT8BLmOodwC8XmibERNNJQwySrGh/7YuFcp13sVWz9RRbbscWae889YP3AuCmc+ysxs4tbRm9y7uc2LtL6NTmpj+Qb4zQBzfS4UXcj0jZqMPzLOvdeg/WwnzqEws/Vqy2iR7pbR3/7VpB20TpidWJJDOC9cJwYFBgvGX3/F00p+6jPrdDeT62dsXhEaIY8AM/+oucPH3my0MI+yUBH8sI8DD2GI96CCG+CHgF8DkfDyfrsiQZgJ2dnVe/5QN3/V9v+Ys/fu5Lv+zrmGQmqrtnWVwJrp+gOnKEcO8mk3XBeCcw76QPkyiTUrC3FRgfFkijEMbQbp8lP3Q9hICQHQI0i5efcOhiNQH0InZGjTbRdYtrPOxGHM5Ax8HvclUj3WL+apPmq5rXyNkMWWzDxglsFQeXeiDJZQ5qwfdpUpZUQvStUqbiPGaJnpmqlsTyXTsU27JOY7hvhyRCecSSEFY8MekhOvb3kqBUuDT/dPwowHuP0K6fp3Synr555NeF1Dm5MFgCg24bpfajg2VC3oTgaOZb2CqSX+1sK9qP7G73t3XzBldZbOWxdScRsTh0iC4TDxfZoeNkh54AgCnW43sh/e7irGW7U+arQhTOcnGTGEJsxxzRFVcagW8DSkuqWcB7SZEH2jz+4TVd4O0cV+3ipjOqzZpm7hmsaczBNV73rtvYLNv/z1r7tkd8Ii9TPEbbpVcBOfCnqWp9ewjhmz/WnS5bkgkhBCHEV/zHX/iNO5/zvBeoQ9d9GrnSC9xFNkKvHWBwZMze2S3WVmFew14t0CLOZ1agH8qO82gkJvMhupik9bKnAUrXkicRrGywljAhErt9FrUyiU6RLnBgkrF3ck49S425gKZefHiHALYNTM81DFY1rmxRZYWv5tj5dm9JIlSGzhWZ0NTEK2NsTNLIpVes01IuNFmW26SOaAfJ6E1HeQq1SDL7QoLwAi758f7zTd8+xcwpCGKZNPjQ6JINJIKoFPuZnkvHHYKLur/C0Itv+Wah65MSp/Oul7hsp7FFcrMt3HQHN9vDzzoxbxsv+Mbj2oXA1fJpethivPPGCp5i43oCgQbBZlWyXTXIpHI3K5dK4xAvQm/B13G4HWwgWIHQgrYM5GOJMbGw2xhpjo1HCALTk+9j9x1vZfeeHVyqtooDBRdry2t+/43l3Q+c/PqP/Ko8RhEAe/mTTAjhyZ/I/S5bkgEIIdx74MCB73nVL/3qj77ye59IXqxFuDceXUzINk6QHb4/EiMlTAaQrG/IEprWZGAGiubiLnJ4nuLEU9CDNYLMsHimbc1O3TAyBhciTuNQsR5Jbc86ytb734DZOITePI/d3CZLwDwhPG0LnYda1+ZX00A+FHibPLObJCFa7jEvbyNbPxYpDipDGE3ROS6KaFGyTDzsGeJL5MT4txf4ji7JRDO3xR5eKNnnlOACQYZ9olud40L8NvGxlludS1nW6aoVWkewYjf07Qa9XXXTLmEBlmZFyluCsQSd96qGQkhsPYWl9i+4Fm8rXMLsAHFgOp/GGVzZ9Nsk36Yqwy04ULDgPl4aocs8PslieBeTnzRJsnWB5TFaoFRIW8Y0UG7SEDnEcxqtmAKEqIrnnGBtrHjC2hAtJfXuSaoHPoyd1bSlZ74bWD2iyI6s82OvfSOnzl/830MI04c/2scywscz+H3M47ImGYDNzc2f/Iub3/ftX/a+W655wYs+D6WiApuwTXyjh8D4kEGqlvkskAwAyTUUBeRDSbVjGV6zEtmx3qHMmKlrsMFzfl6RKcnZWUmb3qnZmqIwY3KhGN/wQpqdMyAVdnObfK1AqgapLW3jFgoBkn0yBfH9nBjcVYWvE7+pjsxbb4YYM8B0n+oCXBBJw2Rxgcuklt9HmiHIBITzJlvyn07/dz62Ha67cP2+T3UhUrXTt1cibdI69X/Zi3fF5ybjvx8iN+EXpEwh8aLqxdi7ZBOCR5kB1rVI1yRO1EL+EiHjULdDM9sab+uo31xFGoMvZ/EcVk0UiGq7TVvo89ilM91OR32hvbt06M71SoHBtWiZRy8uoxkYS2Yc8zoisFsdqGexeuklPlyIg9IQkLmMGlcBxhOJFHFtn9uKzbvewfz2uyjPV5TTgNIwOjrkL++7yPa8fmdZln/ClRALoPMVGZc9yYQQnBDiZf/2B77/Q7/9mzeRr5/Ai/jGHR59GsE7mvNbVLvbbByKGdvufAAANbVJREFU7UZVQ2bi0K6aeVaPGoIL6LWDmMlhXDujyMbcvbPDqb2YZPaqKDp+7XrOg3tTRkYzyTI2Vo9H4F42wG5dQOgtpJmh8hZbl7iWXmMGIkBPRiumhYiTc7RnT6E3DkaVug7O7xMCV+ZxgyQCi+mLoFc2CQGlcpyr0/xFLxJLZ4tiDHJ1tfdkDlIsVtph/yeVUDJVM12SUaAW3lFC657jE3/Q+Ustt0P727jgHdiWIJJQd1bgm1mcbaVEJG0dYQLLAudCYOdbEcGcMrZvS3xTxeSS/I1C3eBbF909baCdLwCIva5YOrxuPGWKrqVMN0ze5cE2MZm1Fa4tUXpArhR7RJvaeeuomsDezGLbgDICb+OHW6gWL1GX4MxQUowkR9Y1128UHClGTB+8mfqBe5ifmbNzztFUcOgJCvek6/iVH/lld9eDZ77oY733H7MILLheV2Bc9iQDEEK49alPuv7nf+7Hvv/lr/jBV4HKCUL1ZXZ2eIPh5hydtTRVpBhoDXkB2giylQyzNqbdOgfXgM4mnG9Kcq2QQnB6p2E69/26UivBwEgmecPK4Q2y8RFkNqA5cgqZ5cjBNmp3ii3jXGB5aNZWHlMkEWlzyRAk+CQjkaQl+jLIIYViOcXEkc/+T+BOvDw6SC6AfdGmNglW+Tj0DlIulPIuLYWl2JdEliVHISWZxOvpbw9LVyv7Wq+lF6rngdHWCG0ikrhLHrZewAYusZJx5d6CQ9Y2MclUc3ydmOUugZO6CjFEM7UuqSgVCR5RKoJkVwPZSGFGBnwabjqXPJPmuGaOUAaXjcj1kHFmOD+vKBuPVlDkAtvGx/E2tsDR4ECADQgTfydVXDLkWnD96gqSECuxsma2aWlqGIxgct0KP/LaN+AR3/hJw8R8pLhyc8xjk2QAbr/7vu8QhH/xZR96b/GMZ72YFo8ZbDA+/kzc3ibD6Qx/90WywrGRRY5RPoDBqsKsDbB7M4onPhUhBGVwnJ2VTBvH6e2WC5u2F5IKwSJlZEI/4xrNA3tTDgwKJtkKg6NPoRmskB+H3Xe+ieJgRLy6OhLyqq066rzmCjVQqIFBaonbnaLXVvYNbJdRuyHpvkrE8qL64fTyiXYoi6FDRN82C0AQqYrRekmOcz9QLiYYvRgQS4XQZnHhK90zrR8Sy33Xw6zR+7/ZHZ/U+KbsvukdN/vfC0kIHl/PF+DCtsY3dZSwsLbnJO2fS0UNHtuEZI2yQBsrLUhFUn8/s5KjxwNCa5HDCWq4ii130YNVpMpocRipWC8yautpXKR8WAc7Wy5WqFrgTWyZhI52uGYk0QaOHTY84/AKQzwXP/hH7L3nXWzfvkU1i9X12jUZt4gR95y+cMvdD5z69Yee2E9y/F2eyXQRQmiNMZ/+Xf/2+/7mtf/1tWK4sgbEwWd24AR2dxN9eoeDT9JMz1TYJEjtbMDNaoprDmPWjmBGh1BCs1Hk3Hl+m81tx96mRypo9jy7D7YMDmmUEbzp/B7PualgZ9RwZFTA8CiH8oja1Z+7yvS2d+BmM3xZRRh/iAZwUitUkdqZrDNgMxFFqzsN2UBbbqGLVbhkjesv9f5ZHthKhZSGfHKEdr6J1DkhaxGdtCgQpFoyHvP9sKgXH1cqJZmukkne2nKpsllKiIvXwPfgoM5iZSGEtYSZkd3q3O2vboS8RHD9kte4rXsJUTpm+VLSipgWkhd5rCaUETgbUJmIrhIBollmuo0gHoP1+NYiB3mskMo9zPqxOP9pZ2TZKloq1osicqxcdGsoq0A+EAQvqWceVcg4APYBaQSjFclgKLn+QM7RwZjQTvFNfD/sbXq8h7VDkvlTruFV//m3w+33PvCFH/EEfLIihAXx7wqMxyzJALRt+/61tbWv/daXf91rfvU3fpdaBLJ8jdHRpyf70IbqvlPkkxamDlNIzFijBhl6/QBCatr5Raqx4dy8omoD022H0lCet7g9R5hbSpcGfUby4aJmOGpZHVccmhjWjx9kKDQqn9Aev4Dd28RXcTAZfKQrCK365BJaixoNkcUQmUfkbwdlh7Qp+hgguWguEhPPstyC0JHEuCzAFIQkKLOQgQhhiafTa3wuEgsxyfhyb9/fNJND+wamoUsWXbXhovxnnzSc6ykPy4lnH2hwWZ1v8cDpdmle0iUxv38HHVobN2ZGEWxAZaHPzUKFXi85+BAdP6Gfk4U0c/BJV9hnM1y2HedG9TwCMWWcFY11Rjtw3L8zo3GByVBiXTw272LSagGdRbqJyQQ3HM0YGIUksHPyfey95xb27ttDG8hymLzoWr71F36bux449WmPuYzDI4mPj1bwmMdjmmQAtre3//v/9tLP+taf/MkfefG3fMcrsMIzNGPy9Wtozj9Icf01yOIs2XZJcLFMDs6j1w/T7p1ndOQmSuD8tGE3JaK9My1uqyVsN4R5u/AFziQ7A0E5kpSl5NDEcN/OLkdGAyZmwODIjbTjTex8O5b7lwh5C5PhyzlqNEGOJqjBBFWMkTrH1Xvo4caC1nDJ8wxpKrNvDJxAd93QVyoTE4rJFtsZEW0/wpKKXleVLCcVV+3fnOrxxuL3lzpOAtnoACG4Xlc4rpqbHtPi2/jvXrgbFpXOpcjgS6TYQgg9kq6vnqQgKNVvvYQUuKpF5iYlsgQMlALZRimQOBsTvXbyQiM+4J1HthYyjZ+XOLMXX59E/JQqI5scwwXPUBsODHMa5zm53UTSbSFwTmKbgM4hKwTDseTAmuL6tSHXj0Zs3fVm2vMPIESkNxRjycazDvEDr3snpzb3vsFa++6HnNgrJT7V5Tc/3nj9X77lsz5jWm7++Z+8fvVzvuBlGCkZbtwAN3rmp26NMpQ+4Mom+gqvjHCzXQbHnwLAbtOwNXOsTRQXT9e4XUfYaQmbqfc/52PfoRXNQOFGClsp7p80zBvPvHUcHlmumRxHFyu4UdqA2Hr/Fkcb3GwnzgAGE/RoA1WsxN/J6FoZNywL/+W4TVyMf5cebZGMeifJJLlwSUIJyvbtU/xRGrYm3pSv55jJgYU+zEP0YnSfmJarEjM8sJRkmmhCn7Y0nUFaaBfbs5AEeOJDJAa4UmnLw/6ZjpBRGU/rKOSkMyQJbWxcD/93ZYMsMnTC+kglcbVFqKjFLJRIVVB6WCH67YlvHEIn3Z20pjcHjyOUoS23kdmIvFgjE4r1IjotTGsX5zJ7jsFQ0Ch6dv7qRDHIIpk16hJ55rffSXWhZLCuWX36cX7zfac5dODA7tbW1q89kvf2JyXCAu5wJcYnJcmEELwQ4rq96WzziU98ojx8/Q1MsoysWGXlhs9gmg+Rowfx0z1CCNFgqxiRjQ8j1YCtvU2eeXzE2+7ci7qyM0uYNSAEfmdOKEvEIGmpDA221NgLcGFV0djIzn1gq2b9yQXDbLV3BVx/2hcwv3Bn/+kupKbNimgIVox7CVCdTwghJL6U7s3eY0Tpg0BnChmQyCRPKfu5DMSKRHoDOo/VUVtFAF4wPcNaJMn/HlfjWvRwNer4Jla1VPuTjBDd9mdBaAip+tBpJhVClC31to5mcYCzFV5XiN4epiHIOjLfRdsfc3AtBNW3TwKigJhPLZ2MgloiyyMwsRtU6wqhFb6s47nTcsGU1zYmESWjrENK9t0cpwMg+rpFjXKElLj5HLF7sW8dpc5jdWhGNM4xMpqNoWHeeOxAMq88SkdP8MlIct2BjI1BxtFMsXPPOyjv+RAy08hMMrx2g3c3a7zpXX9y8gMfuvW6R0Q3/mTFMuHvCoxPSpIBCCHsCCGe/op/868//HOv/q/41RWOjY8S2inZ2nFC22A7RBZgVg9T7ZxED1Y5PBxw59Yeg1zQVh65YvDzHL85w8/n+KpEtG3Ukrm1Qh3ZgEnO5nvAP2fUo0vfcPtZnnV8xEZRMDYZmRlRrD8hJpkQ4sWt86iSl3XSlgOCt6hsgJQ5DrCJAmuDR4qF3Wu/X0qWr8mIBKULvGtjCyRUP7CVysRUFTz96EbIeOGkakfn4yitqRfKd0JlkSza3SnNiZbfdmknRm/3Kguk9EiV4TvxKlvhdInXOa6Zo1RGsCa6V9q6/3txfW9TRbMgHAVv42reO3ybqiHdIFTcNsnxJA7QlcLXDdpEL2qvJUJLvLJpwO3w1vUmfIQoAO96mkS0hEUu2s/s8PVIneHaEqMHTEzOyXpKriUrA/UQy5CNkeLouGC9KAAfz/3eFN9Yhtesc+H4M/j5H/5pbr39jmeF8GhxnC9jXJ3JPHyEEG572lNu/Cff9/9852v+/U/9POfljNVswOjw09DFhHr7NG6+EwmPtiVfO4ZUBYaGae2om4BvAmok8Y2DTBPaFqE0vp7HC9R75F4ZL3cl2fngnOraguGaRAg4vVfTOM96YRmZjLViLV2I3cxA91WEUAYpDSE4RCILtsH1SGMXPCoZz4l985iA77yll8FwPZN4aRUdPITF7eIsJkMQqxaliz7JLMtpBiQ2/UVP1Hjx+5q1SN6UKRHVvsVIhZYZSi6en1AZXhd9ldRhUURreqW9OLvpvK6WVvneobIhwTuEjRUQ+ZDQVIimQmYFPpsjshxRzpOP0hw1HiJ0jRNLRDLA4yIHy8d5TTtvkWpx/jrks9AaO7xImw9RWZUcCMas5IbtqsG6wCANk10IjHNFbiRaSlZ0zuzUe2kuPog+dAhhtvA3vpBXfs+PcMfd9zzzisPDPFwErm6XPlrcevsd//0b/vnXf++vvuqnnvbV3/KvmeeW9aJgMjwYty4rh6PnMaAH64BgpDKOTjKq1nPxgGN+3iIO5IgQkNtD/DzC2YN3uHqOrIbITENloNbYqaMyAm08F/Zsb2LW5J58FJnTHTVAFGvIZBzmETR42gBGOBrvadO2pnXRTC1Tqte6BVBSxuqmQ9MIDcEtgHmdX1AKIeQiOS1tlHqpzKUEIxML3SOwuJ4JbtNxLavYdZyqjqBqpGS3qSm0JpOd9k2ONhqv4kAVYivmTDSVV9kwzXRGPRhxWcid4NHFSr+16iog8iFZMU4AvSmumia1vigu5pK4sxoVuFkV4QNpWwWJerA0p3F1POdmtYiVUNPgZ7vYYotsktwLkAy1YZxF2dDt0kUnCQSrA8UTVoccHYwjyTMfg5CYA8fIn/B0/tUP/Wc+8zNe8jPv/+AHP/iJv7Mfywg8pFS7guKTnmQAfu2//voz/v5LP2/zb/789Ws3/r0vYNZablhbZbB2Ha7ZQ6osjlCDJwRLHQIjo2ltYGVdMr8AaBmHxIdWCaeanlzobRPbJyURKwPCxRK/nuEaz845z2QiUTJKNuxUlqGJmjCq2zAhGCiNDx4bPK2PA8VMKeq0UWlSgumcGoH+YoaInVFS9HIM0cFn8YmtdIGzSTpzSQoiLlhUrKbkYnMkZHQW6Ow6LI7KuaXjcVGxLyxU+yCq2Rm5UO2bW8vAWQZakytNiyOXGq2KBQlSZUhXxOomGyxW6x3qObjFehwibsg7vG/jINk2qGKCb+aQj3H5EJkPcdluHKwvg/uSOqCb19HlU0vcPMqQLryefYQnOIErW4KfYlZGC+RxvUc2PkSb6rih0ezWlsJ4rINBqmC616Wdb+LqKdnGcYoDT+SHX/VLfOjDH/rxv3jTX/ybj+tN/MmMqyvsjx1JFuJ4WVfzL5GKGz7zpZzWs6hyn6+SZePUoshUCbRU1rEx1rgQ2D2oKZWg2WlgmKGPH8Kdj9WPqBVyMEAMcsK0RqwP8bstrMcL7cJ5R5FL5snT+Y6Lexwa5eRaYWScongT9W1b76ntomLIlaJ20dje+bDQa0mkSCMF6Ojd3bk4xhss41cWspy9pUu3tRGBEDHxi5PVEX3SYwJ94qsS12neWiob5U7dUjUjiYlm1sTbFVqSa8kocwx1/NnQeAqlMSIa8Sk9ICiTsCgZQS+qlpBY0LHqiPdX+aj/vrPiVWaIN0NcO48MdlNEvWG5nGCiSHiwNtrBtPF7IcWS1jHRqE+AkB6vHGZ1gBwU+KbGNyWumScvc8O2rQghioNLIRhmklGmODTMOVAMIz5bKlQxIV+7lh/9hVezu7fbnjt37mMq8F9JEaDnuV2JcUUkGYAQQimEGDXW7b5gZ6Ze9PlfzHTcsjHIOT4cE4TqpRNqZzkyGmB94Pxey/pBRTP36CcMsffPYWyQbbdyXenXe2KUI0YGMVTYPYdZ01EYa+bxPrAyVLgAsySp2dl/BAKtDzQpoUCsXjIVv7dLF7MUsWqJ95MIJ1AitlF1cORLYLzI4VlgUnyy2l2mEfg0TN5nUduvy9MMJgRc8NQJ31JZR2k9tfW9m4L3oWc0dx7WlfLkRlJbT5XF+zbeM9SOQmvyro0S0RHAElAiX9RgqrMnSbiZTjwMQMXnJoNFyrj1kbqIiSa1ez2eJ4H5sG1y07QYJbHTCtkKghNIFRNMCBFI13HLgnUEa9GTdfT4AKqYEHyLI2CkYtPWKCHQEowU5CpWMp7YfpnBGmJwgB/+if/I1uZF/zv/87eL8PHKFn6yI4SowH+FxhWTZABCCHMhxIoNYVpZLz7j87+EeeuYt5a1IqPQGiUkWipmbUvrPQfGmnnZsnFMc/GURT9tTH2qQZTDuIHIFOxUiFEGE4MYKPRqfNpmIMgHkkEukMlOVhBfr9Z5fOpvGtcghVgkGJtg6yrQ2NQmpbxQtg1KCia5wid9Gx8WVc5CwS5AcAvmckowvm324U+6mUxIglnLQuT7HR7pWyPr43HVradOYkbOh17KouqJpJDbQK39vuRZG8fQuNRGKRocmVTU3qGlRC1p5oik/FeFEBMKokcaS6FQQtPg+wGzUNEyVyZsixkdgMR9IsuRie/UzneQuUFan0is8Xkqs0ABIwRqMkRNosi8Ga1jhgdQZsjc2+iMEQJaxWMySjDODFlqF71Q1D7wAz/6Q+xubbav+73fefwlmC6utkuPPFKiGVeN3Wqsz170eV9K2XqUjGLRqn8Dw8YgZ692XHc449RWS70RaJuAW9ewtgIS3MzD0YLQetREk61IXB3IVxTjVcl4KAkBBpmgMKK3Mrk0YtIJWBeorKdxgba2KBEhCvutQgRZclHMVJzX7NY142yhRBdSS6HMAFslL6a2WYhGdajbZMnqqikyH5KvxA2QkAYFBKGRIjo7dl3YQlQ79N5DrQt4vxDWhtg6tdrTaEHro8tCU1oaF/pk0wmiV9YnUSiZEn2aa4iY6ua27YfLSoreFK6ylkypaA4nFUYWEUNkAtq7yN8yA9RgBbt7gdDUCCmRucFOK4SUiWbgE7gw0izMOEMVC1KoXj2U5lmOIAxlWzK3ljZp8RglUOmDwvlAjWXXVvz0T/8Emxc3/et//3cfvwkmhKvt0scbKdGse8+Wc2Sf+bIvRcmKSR6HjutFhhDRw2mt0OxUlsIIjh3RXNx2jCYZ0530yZx7dC7IhrLv7dWqYDKRbKwoyiawPlJsDDWrhaG08cLKtaJsbY97CYKYWHxsjaxLX4BdAkIJEXFqlfUoIbB+0Ur1M5mk0tSzlrtNTFsSmjQA7qxflCLojsfkacRZtK2QK8cAkEqjhUzWK52l7OLPdMnP2kBrAy7xLaWM1Y11URHOedE/D+tiJVRZT2XiMdbWk2uZnCSjzUvXFgoE07aNCSZ9aSkprSNTkto5Cq1wKhCUAgSZzCGLA2Nvq6RBU6LXJW53E9k0qNZGfy2/EO2SQqCHJgH4FGptHTVeRUhNNj6MzifUwaGkwPr44eRSJZmnEzNvW2rn+Pmf+WmmO1v+T173e+Zxm2AgDX6v3MO/IpMMLBJNPZ/d4T3HX/j3v5hRITk41oTQpMomvvMKLdkYa3wIDHPJtPKsrypmpSc/rqnbSJRbHykuTh0HxorD46y/SJQQrBXRqnSvqXst4vUiZ7ducCHOY4TobDLi69q1Jz5dzF07EgLMRRz8ts6zWdasFlnMLT0C16LyEbbcxru2TzC+TtSItlmQI/USzL+zLunmJcMD5GZII1VvjTtvJSOjsC7QWsG89vs0qrxfyF0KkY7fL9p67z2tj2v97TKQpcdtXPTG7qqCbojcy9UI+p93VUOmJIVW+CApbds3eFIZtMrQgzVcvYfKx7giYpt8XSKLGl/W+Mb2khveelSukYVBT0ZxoK8N2cYJzPhARDPLjMrWbFd1D02AmJxqF1vbbev4jV94FZsXzs/e/IY/XHlcJxjgsVphCyF+EPhyonrNOeDrQginPtb9rtgkA32iuVH/1Z9MWxfEZ77sS7goLAMTB5ZRzzXZc2jZa/yuFIrGBa7dkFgfWC0WT/PQGA4PC9aKgp26Zi3PKYSOfsfAysBgWfCqQxYTSyMlGGLrJgJKBIaZpGzj3qirEOJwNeC9YGvucAEmuUpUgwW/SZkxtt6NJEUbtVe6BOPrktDUkdEs5EI3xi7Iiwt1usQ+VgNU0bUwkotllSQPAq1L6123SIzLgt09AIUoWVm10RWzahyZFjjv0UrQuoBRAe1iIpHEik0uSWTKlGhaH/oqont0LSVGOgbaoBIvPbgW18z6A/L1PIL3tEYO8v6kemkRxqMGeSRcFgVq7QBm9VBMNONDALQ4Wu9QQlD5BVCg+xAoW8dv/uLPs7d1sf3USDAkbpf92Lf728ePhRD+LYAQ4tuBfwd88twKHq3oZjTOMZ1PW/HZX/rlFHlgXASMEmTax2STSvg8j+C3gVYR0Zmb3j1AiQjkw5UEW3NYAa6hmZ+hLbfJV0/gmxneNeQrxwDBigBhNNM0LLxuVTK3lnPTilnraL3Ae/Ci+9QUhABV68m0iINho/aZoPUXdbJucfUscoiSRYmvKkIdpSfwPirdAaFtH/JmilKeBlMo8oSlGRlDmzZhTWrrIFYqsfoTPVO909f1HixhMdfx0eysa/UDoCU0NuCSI4DzS6J7IvTDYJfalBAib6sRcZ41MprWe4z3tMqRdRggE1HCKh/i8yFiVeKmOwtNndailxKOXltD5gOyjePo4SpmuIHKRghhaH0bnw/sS3DOQ2Mt/+OXXsXFs2fOv/WNf3r0UyLBABGwePmfSghhd+nbEcufTh8lrvgkA32iGWXFaPfcA3frr/ymb0eIeEENMkGuJYMMlACtVG+WDrCWTOgNEtfOsPUOze5p9HCdZuc0zfaZHp7vyl1cMyfYlvmpWxkcfQpCGZQumIyP4IifxloKGMPpvTJVMD5td+LxWhc3N11O6WYCXVgh0aFDs8YNky9nkQ5RzQl1ha/rfX7YQkmEiWp5y9dG28thanQeGeIDpbGZifOjJZWGuC6XyDbQiv0V9rKInlqafXetYHx+3WYnIDtN5KW8GURMUrFduvS5i/RYke7gQ8eeUJEPZutI+syH2HKP4B2yKEDK6PWdEq0aTRBaYw4cR5o8kmazIUIYquCiG0Y610ZKXJp77U33eNUP/TsOHzux86mVYEi9+yMe/P6tvLCFEP8B+GfADvDSR3Kfx0WSgR5Hk930vM/5n6/+/u/8iq/5ru9nbWOdEmidw/pAYSTDLILTaudYK3ICgSyAbbZp9s5Sb53E7kbjd1/OsTtb2K1dzIE15rM5rmzIDieXQqkRJouzk2qHwcYTGcgs6p0Ae1mLD7avUHIjaG3osSmXmgP4ADtNzWqWd88pzlic67Vs/HwWYfJVFN5eHp4I3cYtgvf09YxMrO4l3V2TrTA2GS7hZ/bLXjpqCbJdDKy7Xxe5TEliYVqnZEwa3QbL6I8s0GWWbFiEEBgZt3VaCgq9yFy51GRJE1kgo890W/aDcJEVaGV6/hl5AcEjB2OENqjRCkIZ9Ci+TlJnsQUVAiMVQQVqF4e/RklO3XsvP/Z9/y/nTj34tTf/9ZteA//9Iz6Hx2eEh8imfpT4W3lhhxBeCbxSCPE9wLcC3/ex/uDjJslARAYD/8d4PP6yX/2B7/j9r/q2V3LtDTfiHNi0mqxaz0qhKLRjkjY7USpzm3Z6kfZinFO1F8/TXtjGzhua3QZO7qIyias90/t2GB4bUZ8+j9SK4dOfgR2v4Zo4M5kcfy7CZDx1I2PaNjywO2PaOOYJSStlrGak2H9BXiwrNgb5vhozJCU6vXoQu30uKriVNXZW08lOdiG0jN8vlSCuI1mqJSKn0GRm1Pt29/cXAiVhrjxGLZLhIJP7BtdSiM5tJZEqQUrBOH/oej+kKmdgZJ+sfIht1NCofp2tpWRkNEaqvsWSweF9gxASaQqCi3bDXhm8bUFI1GhCsG0UWxcSNV5DmgFmchCli15+I0ICu+QeXTwl8M63/jWvftXPcN/ddz2vbdtbPuab7HEYHRziUXqsj+qFvRSvAf6IT7Uk08V0On2dEOKpv/PzP3zrsz/rq+VLv+JlaWMSyEyEj5/Zq3E+cGIyJJeCfHKU8vRt6NVDVPffjt3apTo/p9xqkUZQ7TqqiAfDe9g5u8PaMYPKJO3uuxnecIx2ZRW9coBdbxkdeTrKDBnpjBMTOLkXSZlCRARwpkmOknFAulO1rBaddEX8DO+jN0ZzsaqxjmA9rkrGcslRQQ80snUP7b+loJULyYjk50Khh2DyHrSnRINRguMTxaxNeBjbMcgXgMIu0XRHuDFMZEnRtUiLCmic6b5lilVT/P046+4TV9yjzKBEnJuJzs62Qyy3ZW9vAkTKQfAEbcC53gtK5kOE1Kj0vdB5ZHwrgyRgUAQR3Qckglf/+q/wlrf8Vbjr9tuOhBDOf3zvssdThI+qvfxohRDixhDCHenbLwc+/Eju97hMMgAhhNuFEBu3v+cP7ts8e9fqV37zN+GcZG4DVd1ycEVzYd7Eec1kQu5bhieezvTed0dpgFmDrR3lXrzIZntQllA3MBrGRLO92XL0WkE2tJQX7mH9OccjtyZ4EJLRkaeR6yHeGI6Nh5xKqvyN9Gk+E6uAWesYZ3pf+xR1mCTF2jXxPpsPds8rqVv6yNMhOi0GH2jaFiEFamapL5SogaIAOiGsZWdHgYAhmBA4mA2xxPlU5S2lbRkavY93BezjOQng4DDp1VyiYRzSTGUlzyKlIfG2uvsPjd43gxoqszBaIM6jQmjw3kbwYUqKUuf4EPlEwuRg2946RuhoIyM7jaEQ8IlUKr1FZNGJOxOK3XLGd7/yFSilTr/7ne+4LoRw+a/AT2YEHrVK5mPEfxRCPJU4V7+PR7BZgsdxkgE64asNiX3tq3/g//mHX/fd34fJR1gXOL9jyTNBa0sypVjJDOuTYzQHrgUhGYbA7MwdjA8oLjzoKEvYm0PZwk4JhYmfwuUdgYMHHfkA3LtOUqydY+3To3dSmdqT4dFn403gxvVVpm3D6WlJZT02TYJ1sk+9tH0yxRptvdsnCLHERiaAHmjaWUvwAWfjUEcosW/GUp/fQ8/rqHs7izKidrZNu3IRMzmEGW0Qgkve4TCShiyTDHSUg+gkKmCRPKKQU4xLJzABGKYtVkf69CHgCeQJCtD9FzHJS3VbcEAcXIfgoy5NYp0Hm/SFQ4jJMvj+3dnZ+vYSnvW8V+jrRL4QAqlyTp05ycu/49u49/57v2Vzc/MXPtH31uMrHr126aP+lRC+8hO53+M6yQCkLcE/Wltb++pf/v5vf80//b//nVg7dj3WBqo6sBkctzPlGUcmlNZy4sQL2JxtkT/hKaxv77D1wXMMhlEHe3sKrY/cn91kybJeSFzSp3/CdR6hLLvvvY3RE7dwuxcxB09QXbyD4cYTcULhdODICGZty07VRiqEBJOIeUoIpm0TlfgSz0fIZCnbCW9LgVkpaHer9CmVrFU9UY2uzzGOzn4VWS2gvstWKB1bOqGlVTYikwYjDU5qnPL7SZsf6Ty7ziN7sZaKCOO4tdNSg3QooaL2jmsInQA6Eu/qHkvjmnlKMtE3O0pGxO+DW4hgLZ5C/Jn3DtoKoXPsbCtKbpoBQirMYJ233XIzP/SjP8pd99z9krqu3/pxv5kepxFC6N1Mr8R43CeZLra3t/+HMeYDv/ETP/ieG5/3Wfor/tk/Y1ZLyspzqvb4sMcTNwacYsrxG1/K7sn3MHjqM3CzinxlTnVrzbXH4bb74pakTEPRzcpTWcnQwMkHYLLluCazbL//FBufPkAWI2wxppmewww3KFTWtwpKCKaNRQiiCbwUlDYq8C3XCKK7GHs5yYUliEikpPhGSu2TW6yQhYiJTyiBUwI9GeFn0+gOIESPxQmuRecTbLmNzAa4ehYV5JTGic6n6eE3R80sbuMWjgsLgzpbT6NwOXFG4m2FVFk6/mjHG+cFYtEaAQQfNXS8w7VVr0fTSUQE7wjtEtJZyIUlSwjIfBAfPysoneRnf+bV3HH3PXu33vbhp4UQTv6t31CPs/CPTbv0CcWnTJKB6OskhBjSzn/kJz/w1u/8+n/9CtZOPIWdqePUxZYLu5bjG4b7szlPO/Zs1g4/BZyj2D6Pt7cD4F3D/WdgBYkNgdbHWcVeA4URWAubD7asHJTsfeg+isObtIfOoJ49jlsPqVlNQJO4YdF9O9L6wCBZ6/aXsxBxYCtV9GjVGn1wA7u5nYS26a1cl/Ss8G4B7pNa4JQD2SJUnFMgJb4scdMd7OAiahjF2FUetYqjwl7ee1sv+0EBNNM4J12Gk3QqfnZ6Ma3MNTLNSly5G61J0uO6Zr7PRcG3JZ13drBN/5je1n3L1CvpORcTkg8REd3GL7FkHROSje5b3vMBfu43/1d77uLWy3d2dn45LPeSf2diSTLkCoxPqSQDkIZ83yWE+OVf+7Ef/ItnfPpLjv6Dr/0GtitNWQcevNBydD3wjgcuctOhMSee8TIA9IE/Z+/mm7nmWRKpKuoKmkZwYTd2IY2NX1UNkxB9eXzr8XWLr2tm99yCO/5kspWjmMEGa2aA0xlT10QmMIGBFmip+g1Lz0NKYuH5wWuROsPuXOi9ioSSSOXxSiBcBLzte74uYGsPJLxON19pLWpYLMA6SSc5tMmJwWTJMcCAkLj5ztI5XNioAD3izs629xvNKYWvy7g+NzneZHHjY+s0pM33eUEFN02JRvYtUHCub+n6BFPP8dUsDsGbitC2kVpQzuO8Sil2G89P/+5f8OCF3dvvuPvezwkhnHm030uPl7jaLn2SIoTwYSHEienO1nfe+u63/eA//bbvysfXPJOy8tx7tiEzgsbtUR0acuPKOhvP+MKINt29iC7+hnbWcu7OmvEEtrfjY3oPeQZtA4h4gZdnZ+i1MaGpaXcvRGyHGSCUQsmcicqxylM7G3EqQmCEQiPwwSJ1HLJmq0dpds/F2YxUyCJHNW1Ui/PRYTGoEC1gkop/396EkOY2Hp9W0sI6RNPGDNmJlocFwhhYtD1LILo484ktiZ9P+3/vCyHiEKvjT2kdk5eU0YvKZLH6UFXS8o0ViJCKILq/LQkuJsbgmphk6nlMMtWMYG3icDX4pgGXQIVa8cYP3csvvuHm7e296Tft7e391mV5Az2uIuDDY8Jd+oTiUzbJQD8U/jEhxG//yn/6gd/9zM/+e8/5kn/+L8XZuWFeBR4813J+e5c71ufcdGjMk57yeXhXo0druPkO2dr78bVlck9cTe9tB7QGk0VFTFs5zFDTnN8hWIevS9RghdmZ2zDjDcxgnWx8BINEq4WWjCAOWKU08e8VK7Tzrfi7ZGrfOy+qqACnC4UuFK7xsVXq6AZSJNODJCjTUQhc1BgJrSXIJm5hvIO2ievg7iJXS28B3215XHSPdKk/63hXHW8qbXk6L+54W4fQCURnm97tYEFukhCiUzgi/e1u/uLaSIxsG3w5j9+XJX5e4lsbs7sQXKgbfvIP3xbuvbD3+gdPn/knjwsngccorrZLn+QIIdwrhHj+n77+j77x5ne87cdf8d2vXDn0pGdx37mWqg7cf6bl7OY2t65PedrhMU962hfifY1ePYQr9yiOf5jpnecZHwrMt1qUFuhconKJHml8mxwSQ6A5fz9qvIbKhzg9p5mdQ5oCZcZ95RGxMBbvLCG4dMHZfhUrpEJojcgMwrTI1iMnClcnK1jrCT4REFUcDksT3Ri7obFMwurRHC599Sck2a5IFS/gXmc4EZ061mSXYFykMvTjjhBSknJR78YHhOxkKUxMMEr1c5vOO0osYVziQ7d9BdMlGFfOCFWFbyKFInK14I9vvYf/9tfv2zy/ufNPqqp6/WPzznl8RCDgrmAo0N+JJAM9JeHVQojX/eC//7e/ev31T/yCf/5NL9f5NTdyz5mGqg6cPN9St3vcwh5PPlTw7CdH/tf86I2Yg+/ANzXF/XFxIYTAVRaZK1SR4VuLKMuI1xiMsPNt7Hyb4uAT04Xa0jm2KVMs2YaUuGaGq6f4tuqZxh0XyayNUUWdLHsF3rhYxXSUppRkvPNIrZAJ+q8nQ0SeIbIMaaIdrjAGVCRU7hOYSbMRmefRK8nZCOVXOlY/QhC8Ryr9kPWyHAz7zZQsRnENLyRquNrPbjq/JqlMXFV7B65BuGSj6wO+qeM5WkYzK8nb7j3Lr/35O9ut2v/GmTPnviOEsN8E/GoQB79X26UrJtKA8IuFEM+87757f+7JT7rxs//FN79c8YTruet0w9mLNrGQK+48/yBPOlTwrEM3URy6Cbt7kr2D70qK+i3thbMIIfBtizSdQZqKMgVNhcgKqov3obJBv8XRw3VstbPPedG1VbSEtVEhT2QFshvg1hXIFmk6/ZjOKzqkqkcgtMIYhTCx+gGQWRZtYrM8ujaaPFZHytAZyqnh6gJHk1whQzqO4FpkPuz/HWxL8B41GC/mNMHHx+hCCvRonXSg6OQbrsyAzjqFhIdxgJBtfz+hNCiD0Bak5Ob7z/PqP3iz2yzdb50+ffoVIYQHL+Pb4nEdkT92tV264iKE8AHgpUKI59551x0/97SnPO3F3/AtL1fhxLXcebrm/JZFKYEUFfdcOMl1B3KeefA4K8/+B4hyi9npD2HWj8Rks3Wmx3+EJAQeB6EKN9/BV1PUYAUhFa6KH8TBO1Qx7te2wab1rXdRV8YtrFGE0RG0Z5aGsEKkmY2KSaRLKFmOLFLlYAaIrOiTXLQ1WbIhiQdC8A49WCP4NlZYton6NunYzGg9/bztk5Eeri28lobr3UlFD9b641bZiOAtQmXptqEX6dpnaJe8pHxecPN95/nF3/qj9tzO/PdPnz79XSGEey/LG+BTKq62S1d0hBBuAT5ba/3CW2+/9eee9YxnPv8ffeM3ZaMT13F6p+HCjkNJcKHi5PZpnrCec8PaCsMbPhPVllGf9kRFeeEegmuxe5vxcTt7D9cJLzXp78ULUGYFdraVZB7SalmbHhMSq6U0g+nQwJBwJjYNhqMUxXJykfkQmXy7ZVagsmEyos/IxodjFbMEBEzwvlhpeE/wLcqMCSENZl3TeyeFYHvnSF2sJO3dmAyVGRLwSBm9pX3y4BR0Ql6O6DkdWdZCGXSxEkXUveUd77mFn/3l/9acPn/xDadPn/6OEMJdl/eV/9SKwNVK5ooPa+27gBdrrV/8vg+8/+ee/5znPfdr/uU3q+uuv4Yzuw1be45aOW6tS87uNVyzVjA0mhOjDbJBlCpwbYnfqKi3HiS0TY89CbbFdRVO2tz4bs3beUIpSZjtxeGrS0zr5aql2+hojRgOo590ViDzAaoYx698jMpHqGyE1IOF9IM0BKJVbs8tCrDdVAvxbynR0qBVzlZbY6TCSIPRORLJzLVomaMzQTTxFbTSIYWgdBYjonC4CjVKSKxvF5a4IqoVSjRKGaQqCKYh4HnvB2/nx3/2p5r7Hzz5xtOnT/+rEMLtj/mL/ziPQIi+4VdoXE0yl4S19m3AC7XWf++977vlp2+4/ok3fdU//prBZ3/GS7hrt2FaOfYqz90XS46vZmyWNTeur0K2wqRYj6AoIfDNHDdcpd2JGLHQ1IQkrxmsjRKbnbRDktiMwLRODzOKsghj0tZGxwFuSi6qGCEHE/RgBVVM0MVqTC4qJwhFGxy1d1TWUrt6H+O6Y0uf22sWSnbJxqWzPdksWzIVVQcLrciVorQ2/V6xV0cm97RpyZTEKNkLh/sQMFIudF1E5DlJEb3BZ3tT/uxP/jj81m+/dn7hwoW3nzp16l+FEB4nvtNXYlzFyTwuw1r7ZuD5Qogn33n3Xd8upfzHX/gFX7jx5V/xVWp4/Bp2astOFV/YWy9sc+3qiCktR4sRg40nY6stfDOLHJ1mjqjnOBfnLSGthUPT9H45oWkXA11IOJROOSoykIPSsQVJNIRscgg9WEMXK0g9IAhFGSyzZs60admtW+atY9Z4qtb3qn1RMjT+nd2pTxvuhfKd1oK2DRgjMBpyLSmbqFk8yiW1DUlXucGH6GkE9I6bRsbKa9nFwHvPbe+7hTf90e/Xf/Ped2/WVfVfNjc3f+nvMlL30YorvZIRfyepHp9ACCGUlPJlx44d++71tbUXffXXfG32mZ/z96UcDJm1MdkUWrGSZeRaMVE5kkBbXsQ1M8oL9wLQXjwVAW9tg9vdjXONJKnZG3T1rZFK2r4GmeeIvEANx7GCGa6ih2tRRDuf4M2AuWvZrRu2q4adqmWv9sxqR1kF6jbQtgHbRjsU74m4njJEbpSKoD6lBc6GiAXS8XspQevowKjUQoIzS//XS0lGJouVQBSv2jx/jlve9Ab/zje+vrRN/YaTJ0/+OPD2v5sco8sTY70anrPymY/otm/dev27P5r85uWIq0nmEwghxKG1tbVvGAyGL3/B855/+Cu/8h/lz/m0T2OakoQSgoHWTEwW2wQftVLqnZNxXd2UNBcfTNsai9vZ6lG1oYotFVLExNK1SFIhB8N9CSZWMavRhRLB6fmU7aphq2zZrRx7paesPFUdnTXbJuDagHfg6mUV8f3IYZ2JxNcUCeEsMCnZKCnIs+hWYJToVfQg2q04D2VVc+vNb+G9f/EH9dbZk/dvb23+6Gw2e+1VjMvlibFeCc9cedEjuu07tv7sapJ5PIWIEN4XHj9+/DuFEF/wok//jPzFL/ms0bNf8GmsbRzobzfQmqHWSCQqbW2a6Vm8a6m3TkZYvrfYnYuLx1YKN58iTeQCqckGKh+j0ypcF6uofILSBU5ISm95YHePndqyW1p2K8e8DJS1p+mSTBXwLiYZwoL/pPNFghESimFsmZQSDIv4/1ESGS+M7O1SAOo2WsGcfOBBLt71wXDzW97cPHjPbRXO/ubZs2d/9uog9/LHSK+EZ6582iO67Tu33ng1yTxeQ0SthBccOHDgy4qi+IrVldUbP+0zXiyf+8JP1097znMZDIa9j/ckzxjrDIFA+TZp3Qba6YX0YJJmej5C8dOXq6dIU5CNDiJ1gVQZHkkTHKVrmbctp/Yqpo1l3njKJlYwXZtUdwkmsQiyQnRdGQhYGSu0jrOZjZHqZzSdMd7AqGTaFofHFza3uOVdN3Pn37y7fO+73ulEcB/e2939rd3d3T8CPnS1HXrsYqQn4Rkrjyxv3Lz1l1eTzKdKCCFGwGcfO3bsq6SUX3j4yNGNF7z4JcUNz3q+PHbDUwhCYZRgnCl8gI1BRiBwcDBIK+bAiiniyjkEMqHwBBzR5mTWtjTOUTtHZR218+xWNjlGRoFw66B1Uexq+WVeGarY+iT3gqOTHCUFWgrWiyg8PjQG5320GCEwr0r++p3v4B1vf5t/x1v/upru7pxy1r7u3Llzvwu8I4TQfKRzcTUub4z0JDxt5XmP6Lbv3vqrxzzJXN0uXaYIIcyA16cvhBBHP/D+933+kSNH/k/n3AtHk5XxkWufaA6cuMEMN07IycFr2Th6AoQhzwXeByYjhfeBjYnuLUtCgNWB6t0FrAv7Bq1dMtFKkOuFnYmSsDEwmLSiHmjFJMvJpCIT0T4kBEdZltx9z93cde893HH3nf7Dt9/W3nnXnbacz7allG86ffr0b3nv/zKEsPORnvvVeKwjEMSV61V3Nck8RpFWtb+ZvhBCFHfeftuNQoibDhw48MLhcPiC1rqbhMpW1w6cMKsHrzfXXvtkWbp1suEKWTbAZEPy1SFSyjg7mcioB2zidkgpGOQSrWEyUHH9bCSrhWagFauZoa0r/Kxkbzbjgc0t7nvgXm6/8/b6gx/6UHP6zCnRtO2mFOIDs9ns5s3NzfcCtwL3fMor/j+OY9lz6kqMq+3SFRYiWhY8AbhpMpk8Z3V19QVCiIMhhIn3fuKEOea9MBKcC2pgjHZZPhKmGEqdD6WQAdeW3rVzX5UzRXBBeFcG762QUvq2Piml3BNC7IYQzl68ePGdZVl+gJhMzlydpTz+YmjG4alrz3xEt73lwjuuzmSuxscXQogMmKSvFcABe91XuJI1AK7GoxJCiNcDBx/hzS+EEL7och7PpXE1yVyNq3E1LmvIj32Tq3E1rsbV+MTjapK5GlfjalzWuJpkrsbVuBqXNa4mmatxNa7GZY2rSeZqXI2rcVnj/wcsABdyHN6OjQAAAABJRU5ErkJggg==", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "dataloader.dataset.set_initial_condition('random')\n", "\n", "torch.manual_seed(0)\n", "\n", "with torch.inference_mode():\n", " inp, tar = next(iter(dataloader))\n", " out = fno_model(inp).detach()\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata(out[0, 1], fig, projection='3d', title='prediction')\n", "plt.colorbar(im)\n", "plt.show()\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata(tar[0, 1], fig, projection='3d', title='target')\n", "plt.colorbar(im)\n", "plt.show()" ] } ], "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": "3.10.12" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" } } }, "nbformat": 4, "nbformat_minor": 2 }