{ "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, sqrt\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": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "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": [ "model = SFNO(spectral_transform='sht', operator_type='driscoll-healy', img_size=(nlat, nlon), grid=\"equiangular\",\n", " num_layers=4, scale_factor=3, embed_dim=16, residual_prediction=True, pos_embed=\"lat\", use_mlp=False, normalization_layer=\"none\").to(device)\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# pointwise model for sanity checking\n", "# class MLP(nn.Module):\n", "# def __init__(self,\n", "# input_dim = 3,\n", "# output_dim = 3,\n", "# num_layers = 2,\n", "# hidden_dim = 32,\n", "# activation_function = nn.ReLU,\n", "# bias = False):\n", "# super().__init__()\n", "\n", "# current_dim = input_dim\n", "# layers = []\n", "# for l in range(num_layers-1):\n", "# fc = nn.Conv2d(current_dim, hidden_dim, 1, bias=True)\n", "# # initialize the weights correctly\n", "# scale = sqrt(2. / current_dim)\n", "# nn.init.normal_(fc.weight, mean=0., std=scale)\n", "# if fc.bias is not None:\n", "# nn.init.constant_(fc.bias, 0.0)\n", "# layers.append(fc)\n", "# layers.append(activation_function())\n", "# current_dim = hidden_dim\n", "# fc = nn.Conv2d(current_dim, output_dim, 1, bias=False)\n", "# scale = sqrt(1. / current_dim)\n", "# nn.init.normal_(fc.weight, mean=0., std=scale)\n", "# if fc.bias is not None:\n", "# nn.init.constant_(fc.bias, 0.0)\n", "# layers.append(fc)\n", "# self.mlp = nn.Sequential(*layers)\n", "\n", "# def forward(self, x):\n", "# return self.mlp(x)\n", "\n", "# model = MLP(num_layers=10).to(device)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Training the model" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "def l2loss_sphere(solver, prd, tar, relative=False, squared=True):\n", " loss = solver.integrate_grid((prd - tar)**2, dimensionless=True).sum(dim=-1)\n", " if relative:\n", " loss = loss / solver.integrate_grid(tar**2, dimensionless=True).sum(dim=-1)\n", "\n", " if not squared:\n", " loss = torch.sqrt(loss)\n", " loss = loss.mean()\n", "\n", " return loss\n", "\n", "def spectral_l2loss_sphere(solver, prd, tar, relative=False, squared=True):\n", " # compute coefficients\n", " coeffs = torch.view_as_real(solver.sht(prd - tar))\n", " coeffs = coeffs[..., 0]**2 + coeffs[..., 1]**2\n", " norm2 = coeffs[..., :, 0] + 2 * torch.sum(coeffs[..., :, 1:], dim=-1)\n", " loss = torch.sum(norm2, dim=(-1,-2))\n", "\n", " if relative:\n", " tar_coeffs = torch.view_as_real(solver.sht(tar))\n", " tar_coeffs = tar_coeffs[..., 0]**2 + tar_coeffs[..., 1]**2\n", " tar_norm2 = tar_coeffs[..., :, 0] + 2 * torch.sum(tar_coeffs[..., :, 1:], dim=-1)\n", " tar_norm2 = torch.sum(tar_norm2, dim=(-1,-2))\n", " loss = loss / tar_norm2\n", "\n", " if not squared:\n", " loss = torch.sqrt(loss)\n", " loss = loss.mean()\n", "\n", " return loss" ] }, { "cell_type": "code", "execution_count": 9, "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_fn='l2'):\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_fn == 'l2':\n", " loss = l2loss_sphere(solver, prd, tar)\n", " elif loss_fn == \"spectral l2\":\n", " loss = spectral_l2loss_sphere(solver, prd, tar)\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": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------------------------------------------\n", "Epoch 0 summary:\n", "time taken: 15.235767841339111\n", "accumulated training loss: 152.01090368628502\n", "relative validation loss: 0.48974674940109253\n", "--------------------------------------------------------------------------------\n", "Epoch 1 summary:\n", "time taken: 13.605531454086304\n", "accumulated training loss: 18.09713925421238\n", "relative validation loss: 0.2691601365804672\n", "--------------------------------------------------------------------------------\n", "Epoch 2 summary:\n", "time taken: 13.389189958572388\n", "accumulated training loss: 11.215070217847824\n", "relative validation loss: 0.17566757649183273\n", "--------------------------------------------------------------------------------\n", "Epoch 3 summary:\n", "time taken: 13.35526180267334\n", "accumulated training loss: 7.873616486787796\n", "relative validation loss: 0.1415245682001114\n", "--------------------------------------------------------------------------------\n", "Epoch 4 summary:\n", "time taken: 13.382116079330444\n", "accumulated training loss: 6.145691208541393\n", "relative validation loss: 0.11577435955405235\n", "--------------------------------------------------------------------------------\n", "Epoch 5 summary:\n", "time taken: 13.4170503616333\n", "accumulated training loss: 5.044192872941494\n", "relative validation loss: 0.09770810976624489\n", "--------------------------------------------------------------------------------\n", "Epoch 6 summary:\n", "time taken: 13.44334363937378\n", "accumulated training loss: 4.255958370864391\n", "relative validation loss: 0.08036481589078903\n", "--------------------------------------------------------------------------------\n", "Epoch 7 summary:\n", "time taken: 13.616739749908447\n", "accumulated training loss: 3.727783866226673\n", "relative validation loss: 0.06929700076580048\n", "--------------------------------------------------------------------------------\n", "Epoch 8 summary:\n", "time taken: 13.629685640335083\n", "accumulated training loss: 3.1292022727429867\n", "relative validation loss: 0.056656915694475174\n", "--------------------------------------------------------------------------------\n", "Epoch 9 summary:\n", "time taken: 13.507434844970703\n", "accumulated training loss: 2.5669259428977966\n", "relative validation loss: 0.0476943776011467\n", "--------------------------------------------------------------------------------\n", "done. Training took 136.58274269104004.\n" ] }, { "data": { "text/plain": [ "0.0476943776011467" ] }, "execution_count": 10, "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(model.parameters(), lr=3E-3, weight_decay=0.0)\n", "gscaler = amp.GradScaler(enabled=enable_amp)\n", "train_model(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": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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3/rY3uf/1R//Tt/3vP/oL/+3BwcGfvXXr1t9OKdV3dUF8VJtCc+86mY+7dEkpVV64cOHPj7ruj37Bww+7184eYDbTTM85qoOK4mDK6KWvoNi/j3J2ETc5QJsKD9TZwdQ+0MZIG8SxtCFS+x7kjWy6SN3KeW06iWS6jEd0OYIJPomjURLJ2By9AExGmsIpKqfZGRlGznBuXFBZy7woGGuHIhG6Nb4+llRpcyLl680JYXlM3KxJbUvsOvBh62SUEsC3lAqYyWmXme1i5+cAcLNzFNMLgxMxthKIRRliBlv6VWN70l7qCN2abn1It5Aug/boWfzhdeJqiT9Z5qimIwWJaJRCgGKn0VWB3ZlgxmPMbAdVVNQ+8c9/8Ef5P/7DT7eHi9UfPTw8/LspnQqlzgyAXTdP/9Xu61/Qc7//xr87S5fupllr33hl/9y//q9n58+9pnwU5zUagRqq/ZLy4g7jl38y1cFDFLOLGDchKM0mSsm5dy4+b9hwCqzV+UZitMJphTfyt5jkD1WpaLuEtf2m3GIwzihiSlSlVJKsUeyODIXR7FSOkTVMC8fUFWg0pEDwG6JviL7OXxvhr5wGeE9bfjMhAiqpRuXOSmUdupoQ2w1u9xJ2tEOKHjc5yP/X0BEB4fH42ypU8rXSFlfsULkx1c59+GaJHe3QjGZ0R9dQ7ibaLeS8rWtC40ldQBklx5FvdiklUtehRxMm4zFf91VfwW//orcU//0//dd/+0d++hf/sFLqLSmld3xIC+Fj0O7lSObjwskopaYPXb709186P/e2z995lZqqCSTY24PpjuLCq/YoLp+nvPwQbnqAHe1i3JioNE12ME0Q53I68tNKYTQUAx8GjEoooHKaNiQKmytOIeGL3vGIgyqdwmh5lNn57FRySWalpTCGqXOMrMUqTYEhJcFdQrfB18eEekFo1sJfiX6bk+XjVEqRtJI0MAO+/WMoPRubUyRh/saupphdJIYWW8xpkc+9yoDvxgvA3ZtRimMaxs7JQ1lctSeEw2KMqaZw6RHaw2cIx7fQi2P0enNbe4VyNnN9oqR6bYMZzeWcHFzgT/zBr1dv/s+/9Oi3f88/+LWHH3zgr77nyaf+7BnHRuwMk/kIW1VVb77/4OBfvMFemT00ux+TNCMHDzwA47lmdv8IM6mYvvzTqPYexFZz0CWb5Km7miZvAh8jEdm0Nl9Qo2Qjh5QYOUOIiWAT0xLaEOnC9u+bLlDZ2wuNtY/sjZx8rRxdjByMpJozsharNYUW5wKJGHPk0m6IoRFgN3RCkuuaTI47VapSp6KEU2+tbK4U9YQ7038tMugrYLBxFQmFAVbRY7TmuG5YZhC59tuIqTCak7ZjXjimhcNozcSOKGdXME5SMqUtnS1RzqGKE2JdCzANEJNEVymhixJtC1KKaKWklG4cn/SaT+Z/+juPqe/9vn/2J/7Nj8Svds59Xtd1/+nOrJSPXlOoIW29F+1j1skopfYeunz5n79qZ/9zPmP0Kio1wii4sAOzGZx7tGJ8/x7l/Q9QXn6Mavd+3GiPpCx18qy6li7EgfsCcrcwp9IOoxRpSwgZ0qeQEm2IOK2G/x8TNCEwdpYQE0VuE3DGYJTCGfECY+PwKVLpnk8MMdak4EkpEtsNvl0S27VQ/H0n/UUxbCs//V0tRysD8JOjHDU4nygHBkMkFJo1ppoT2xWmGEFsSdpRGctRU1NZm1nKQT5TdjRrAoXRrNvArPTMS8eSlr1qxGh0QGiPGZ17BFPN6EYzuvEN+WyrE8JqQYpx4NykzFxOXUM0DtVt0K7CGMfIVXzT130Nn/WG11z5tr/1D37x01/9sv/fj/3nX/uSlFJzxxfRR5GdkfE+zHbxYO93PHRu/x++ZXZ/8Yi5wrJRjAu4cAA7B4rZpYLR5R3cuQPcwRXmD34KKXV4pVmHhtp7fIyEmDLDF6zWWK2wmXSm1RbRV6cucEqJJgR2SwFJ31eurJWijYFJ7hnSaIw0J6BSoNSOFFu8r9HGEdq1YC6hzdWkVn7u2oHZKweS0zZjwBWgNCl4EW6IMXdk5+PJhDzZ0AHammRLIlIpUqMdQrPCVnMs0JIoraH2HqMVI2c4rjuMVmw6OVe1TxRGUfuWjQ/sj0qurdfsliXzYgdNQu9KSqZcCTHgy3HGg2qJwpRCuVJSt2KEKUZoN8ofz6BVgZ46PuGVn8Q//Ct/hv/pX/7rNz91/fBZa+3nee9/4s6upI8OUzDckO5F+5hyMkqpC298yUPvevWVg8kXz16KXxWsaolerIXpDlz61Eu48+co73uM8YUXU8wuEpTmxCdKAsu2pct39z5yETBXU2Tmq1V6G9Eg0cxpZzIxBZ6IRd/maDQQEa7wWDtIHUo5SYNiQCmNb1dD93XsanwKuU8og7tBHIqUqT23FVuUAutQHpFKMxGSvq1VgVORWfJeHFHbCG5jpNvKrw7RxhF9k1sILM6OMUYTU2KvKrmxrtmtHEd1J44lZQfrE9Yolk3Ah5rdkePaek0cReauAl1Qzi6jTUG3voWpZvjymNAsJeUL3dDGkKIn+g5lOshd6Sg5m3YUGJ13/K63fTGf8cpHd7/97/8vP37p0qV/dPXq1W/6eOPWKGRN3qv2MeNkrLWve/GV8z/zxa99KQ/eHHPzOhQOygIu3q+Yni8Y379DceUK1ZUXM7rwYorxAXVKLNuajfectB0+RhRSIbJanElhDGXGLZwSEtzQGJkFnkTkabuBncQE6Cz8lGIkAKSET0GeHzqUcYRmRUoBhSJ0G0ljtCF2NSl0Asb6JuMvPtP2423EOKVym0BKJB3BpNyDBHif2wfC1snk1CkFT/JKSHJ5ocZuA4AuBUtxoz1JD03Fjq1YhZaLkxG36ob9UcFx3aFUwsfMCYqAljaLo03HTuW4vq6JI9gpSrzSFJPzGQMKaDciNEv8+njoWFd9W4Mrs95Nsf2cSg8EydhteOhFD/F3/8TX8k/+6Q/87h+I/ncrpR5OKb3nzq6we9nUWbp0t+2rv/hz/vHLHr7vq/7bL3gjxZMN65CwFvYOYLyjGV+sGN23T/nAw4zuexmjg0dQbspJaFm0DRsvbQEgqUxh1ICVlNYw6iOYodc1kZIX13LKiSilhkijdwC9vII4FIuvT4afU4oopQltvvEqTWw3Q4NiCoJNBJYobQbn8lyqiFKapHO08rwr6kC1ErWkJE4oRjjVxxQzYW845q4lhYCZ7BAbObZudYNq70GUMkxMQacDZqxZZxC4i5F1GyhMou0B75gwRrFsPbPScqsWPt28KGmBotoldGsKOyK40eBM+/OntM2OphLGtS1QSvqlALQtSbFDmYJa/wa//QvfxKMHu3z3v/uZx4ui+My2bf/DB7SQPkpNqpof6aP4ze2j2skopewX/rbP+pXNya0X/+2v/yLSEze4uU4oDecvZ37KnmP3Da9jdOUljA4ehVzpOPY1x03LoukGcNZqAWBLY9AKKmsHB+NystPr3gLE0OXGyQalDSF/jV0tEUoronACqm7Fn5Q2+M1CNrXSQ+SgtMnRSkAX1RbMzZT/7QfXw1dlNBiHSjE7EE+yIWM1ogFDCJI6RTXA1ClLNBCCPK/z+WuXe5yCNErmYzajGesb76SYXUQpTTnapzQOhWLqHDfrmp2y4OamYVYqlm2gMAofElYrNl1gWjia4DlpYeYKGhKFm5BijR3toLSViG1w3AGtrejc2AKl3SmJUEROY3wgEU27QVnH663lOyZj/sL/8WP//ksf+4Sf+1fv/C+f8rEulnWWLt0lU0rtv+H1r3/m0UceKX77J34K619/ktWNlnKi0EZhnGL/tQ9S3vcwoysvZXTwIqKpeGYtfXfHTSuAZUq4zKQrjWZs5ZSMraM0NpcHQUrIcodPSSIMYIhcQru87efULLbP6WpQilAvBzp+arcs+eRzVGPdVu8lO41BMdzE25oUe9yiB3KHFKp/vjxJfmetvKaOQI5oQhwcTag7+W9ddjadOBsTArFp5DnjKcqW8pmUJkWPKWfMTIlXiiuTCSdty5Wp4aRtGVnLuvMUWerGakUbAk4rohbOzcQWtClQ6ooYG0w5RduKFLv8eQIoI45FW3T/mcmSE8qS0CQXqfbux5RjUlvzyBsKvntc8V3/9idf+0mX7/tlpdQnf6xXn+5UJKOUegD4PuAiggN8b0rpb30or/lR6WScc698xSe8/Jd+z9f8Hl7/ogmrX/5pQuOl2e5cQbE3priwT3n/I4wuv5TxwYs5Dg03FidsvKfxkZPGD6lRGxLTwjJylkRiWhQSzQwOBuGlxCAbIGbQNWaHk38mbr/vw/7Y1vK3lIbUI0UvUYI2pOAhV4dSJ2Q3tCa29YCziM/IkYzSebqAyiS6HoBGHFjIJWCliQAm5KbIAMGTlBLCW0qk3G4QWz84NNV0xCag65bUeZQxdNevYnYaAYh9g5nskUJLuXMfKXaUs8sobdkpSkKSyMXHNJTw+0jRqO3PTmmaGKiMpSXidAkpoKwlRSNOV5ucwqkcwfTufhuRKV1gC4exFTG0FOceRBUVey+t+dbRZ/B9P/CfX75Z17VS6kpK6Zm7tCQ/oiZSD3csX/LAH00p/bxSagb8nFLqh1JKv/LBvuBHnZP5/Dd//p942Ute9p1/86/9LS7oayx/6SfwR0u0NUwuFbjdca4evYj5w69Hl7vcaDdcW2843MhmXtQSjpcO2gDTQvqDAKZFQaUtGpG3JEVizNIGsctyll6+km5zMH0UE73c/WPXDKlQ6lrR3E1Jqig9M/c5SnUojYpK/u4KVFKg3FYsyrjhucoUEsmclsk0mWOS06uYoqRS2pCMBd1jRoLNpC7II+vAKKXEYbdGnE0pr2Pbbkv932vpfEfyHW56QH38FMX0AkYblKnYdSM2saO0hsYHSZe8x2mTI0dNiAlroI2BUudyvzKoFFDakZAoS+mCRBqgdp9dTGB7vAaF0QXlzn3Yas6y2+AuXiE1Lb/rt72KF/3cDv/DL/3S09baT/Xe//SdX5UfebP6zjiZ7Iifyd8vlFK/CtwHfOw7GaWU/prf9bVPrur1lf/xH/1jdkzD4S/9JCCpQrE3wszGuPMXmDzyGkbnHiPYiqubBc8ua55diKPovDTmlVbT+cSs0oydIabETllQaINWPYMyEmMHKGKv19uLcUefy9cCvMbUDXjMsBn71CJPFSAlUlsL1hIlbRr0HrQhhSACe9oOIlAi6L11MNqJ4HcPGitttk6GHCX15eeUUNGjUyIpIf8p3eRmRyXHECIpJmIXBlGp0ESUieg2oBtNCpHYBNy8ort+U3qLpjOaG0/eFtXZ0S6mSGhTMtGWlsTIWDbBs1NW1N5TWkOIEasNCbA5ulGqP5cGiJlnnFsjEEfaw90JiCkRUpQADCi1xeoSisT44ktZNmvchYuoquS3jB0PXpjzl37oJ35qf3//62/duvX37/gC/Qja3QJ+lVIPA68BfupDeZ2PCiejlNJf+uVvC+vg+Y6/8T2cG084eteP4m9cI7Udbj5BT8a4cxcpLz3K5MLL2CjN04sTnl3UXD3JFZCQpNfIKrqQ2J/IuFeA/aqSaojVGeQVDAaVRZqUEmJbxiNEmrJDa0sM7RBh4FuULQV/UQqFJvb4CtlJPdfByB+2eIrSor3bjzKxbhD41rZE2QKT8ZHeyfR8nR5kHs6dNkSzIayP5TVPqdjlYhMpJGLWeok+EboIHWiT0F0k+kSKbY5+xDHZGInrFcSIme7SHD4FKeLXtyh37kcZQ6ELIoaxUXQpMnFO0qnMt+mJjVvm9CA8CpzqID2VCkQSPkd+ISXigOl6kjY4U2KrHcb3vYJ28jSbx38Zt+955MWJv33pt/Hn/5f/6++9/ZUv/9P//Jd/5ZE7sTbvBRPg9wU//ZxS6mdP/fy9KaXvfd5rKjUF/hfgD3+oaoX3vJNRSuk3v+Xznx3N5nzl1/8BLkymrK//Gs1Tvy49MCGgJxPs3jmKg/uZXnoFxzHx5Mkxzy4armcHE4LsLWsUPsC5mWHkNErBuXFFIrFTlKLTQiLlCOY2x6IF71CmkJ9tSfJNluOE0G0GPkfUBiiI7UqchbXEtpE7tjEoDKnrB7r1alVGqPWuGMS8+9EluhhJKdeNBgEpXc6y88uYTkpgCmKQqE2aHTfiDN2I2DbSdZ01gnvriy/RJ2IQR5OS/Ky8GloPALTT+FWLsitpaswWc6rnJnt0m1u40T4hbDBuJIxmpQlEjJLXVlpe1uQIRhLU4Yietw76KKbnKHVRZE9jEvC+b+9Q2mJthRvtErsN5X2PocdXISVmzvIdv/Oz+XP/8//5ogsXLnzrtWvXvu0DXpD3pH1APJkb70/qQSnlEAfzj1NK/+uHenT3tJNRSukv+tIv9xfPnVdf8rVfzyfu73P0rh+jvfW03L2dY/LYJzI6/wjl/H4Anm1qnjxecXXRcbIOxAitT7kkrYlRHEyICaMUF8YjUoLdssw8mLTlofTVmpQEJ0g+czPEwQCkHHnEdjVIVfrNMboQKnzyjVBVYua9ACpGkm9zo6KIgKcoQ9WUdeiiEmq9G4m4UzHKlZcCbcqt9q42gAJbAb2ubpL2AzcSMl/06HIszYZNAa4jWgtGb3sonSa2Pa8nb/AEMSYIonuDT7AJWECpgF/W2NmI2DSExRFmMiM2a/xQ9TKYYkzwCmPKLKkhKVLMjaWDPMZtoKUAvcO5zwej0QTS0HHsYQCUU4L2lLyF1g7jxrjxPrGThlJ3/gJwDTMq+I5v+EK+9X/8t3/xGz/zdX/6v//3Pzv6kBbpPWByTu7Qa8nd5x8Av5pS+u478Zr3bHFdKaW/8K1f7i+dO68+8yu/lpfu7w/SkiB3/8lLXsvkyiupdh6iJnGza/n1mwvec6vhxrGnbhPrWvL2wslVmI0MhVEcjB3nxxVKwW5ZIYXR7GBSEOARlXEPK30zeW6SkMNKlLYy6tWN0MUkz5aeYsopppzIBi/G6EKU57QrpcO4GqFsgSoqdDmS8bFF7tepJiL7mSUSdDkZGK/aViKdUIwz3d+h+4dymUdic6RTyLTIYpyP36KKCpRCOydRoNGikKeFySf+UvHcm6JSDNFM9FL6Tj6SOk/cZD5OSqLKl9sfQrPI/VUbKf2TUCmgEaErkzuHTT7vmlPExlNEx63DD0N/l0YP2NlwfEAXZEJEmwJBO4rJRex4D12OUUWFmc1RzuKqkm///V/GO07W1X/zZZ/1PsR3PspMgdEv7PEC7E3AVwO/VSn1i/nxeR/K4d2TkYxSSn/pl31FV8zm6o1v+xpecjAnHj/J8a2nJPQvR7hzDzC++FJUMee9GxFDevxozVM3W1abLM/gpWfJaNBasTeRtGR35DgYVZRGM7FFLlVLawCpX3NK/g2gqqQYUtHQEtVkHZYYG+lYBmkqLKdSIg4dyYZMaGsHjsz2gwpwq6wjtjIdUhyOpEX9GFlhu5bD5AClbAZIt6XcfLiAiFFpyF3WJaacSJWsXaGKSkaguE5G4wLJB7TTolYXEsoojGDbW/1h25+PvgUhb/C8clPXkrQmdg26GMuUS1dhiikxdNkh5EKr2hZc+9YMkYZRxCgD7VJqcxQJSSn5vKnDKksAjBJH0wLkVpCQRPOnUwFjFB2Jauc+TDFh0f5sZjJ7UttireU7/vg38qe/63v1H/ydbz38nv/pX+19KGv2I2mKF+xA3q+llH4UuENxkdg9F8kopfSXfOlXdGYy1Z//1d/Aqy7usesXRN8SVocoV1AeiIMxxQ6PL06ofeTXbix54mbLyTISgswxMgacVTirODczGA0v2h+xVxVMnGPuKpwy2FwOHcrSfX6vrKinKksu+5CUkR4k5fBK4wGtq+FhignajSEGbDnDVjPsaAczmmNGM2wWYup/NqM5psp/m+5hxzvY0S52tIOt5uJg3Ehe11ZoXYKyeVBcwhPxREJf1h2ir8yQNVZAY+PQhURJqpI0TDmLLgt0YbFjh3Ya40Tc25ZaHoUQG21lsKVBO4UuDKayQxSky1LGoxSVYEjG5ApYHxluNYYTcfu7nqWcPFscLGVB9Ej07VC5Ct1KSIyxI0+aolKWUlucNjgjuA9sAWGLRimHKSaMr3wC5aVHZDKDyZW85SF/9c//cX7jmcPdP/HNf6j7MC/1O2pavbDHR8LuqUhGKaXf/mVf0e0cnNNvfNvXcN/OiD0VaDZHbK69Cz2aUcwvUO7cB8WMpzcLKqv5pWcXXD/2rDZRBhrGhLEKYxRlobhvX8DYC5OCkTXMipKxcRgUKqdGQ0VGqVwy7enrKm/eRETKpkZp2iT4ilOaNjulAo02JZCg7FsQIn5zKGJYsG1qVGpIw6QFwWHL6bZPx8l0BG29OAolo1ik7TISU8oTn8gMEoVWPXqh0Eqjc8UrpYRq1wMlX2kjI1C8J8WIjpHoA7ayBOVRWqGdylWlHusBO+nnLCnMdCROyjmS95j5PrrI41PyGF5gYCkrpXPKBKjejW+bSvtUScatKIn8lMkRjTiz6Ovs+JNENspSKoMxiiYGtFHEzKnJVxWTItoU2HJKGM1wB5dp3vtu4TEtF5jJTf72d3033/zHv8V+1Ve87f/8J//zv/itd35l311T6s5FMnfD7hkno5TSX/ElX9zN9g/0m7/693JlNuailbEb9a0n0UWFm+xRTC8QiynH7YY2RN59uObZw45NnRdrTIMg9+5MczC1xJR4dE9mCl0cTzBKY5NIYseYx7emtK3yqG1/jD/lXLooSm1NkG7tylo2OfoZGUeHhO02JbQdQSaUkeUatg5GDxtPGTeApLelRVqiqKTl79IQEAm5mhJPVVSA7FiUlDJzSVs2p0hImGK87aGKfU+TJzYNyllMVWQWsSK0AVPaLPgdByfjZtVWHxiw87lgS86RYsCMd9HWSctBMcnVOI9x03yNt9yX3oR017djZNyn2wi/qFsxtEbAQBsw1XzAyrQpcWiUlnQJuF3sPM+lUqaQylw1wR5coHvmKWIIdNeeZjP6ef72X/ub/OE/+ac+81v+2J/s/tp3faf70Fbzh9fuZLp0N+yecTJf+SWf997xpNJf8rXfwLiwXCot7fI6m6vvQNsSNz2g3L0PXexwtZbGw9+4ueLasadpE1pLmbp3MPs7hoOp8GAe3ZNFPnVSolapI4QuNzZKZUebLPeoXS7vSjrSpkBMiTZ4fJSN3YZIaQyLVhzUpHBsgmAJCtGTkVcwxFRjislwxw7NAjva3UYUuRoTQ5fTmm3U4kmYfBwhRbqUnUy8XbEPpOJitUEpYcT2TiepnpJvtpGTznwZY9HjTPxTKo9J6dBFQFeFtB+c0vK1+zv0qnrKGOz+haFTGmMoZueE16PtNnJDoXTBQKxTZiuJkVsGhoZTLw2ZoRXnEpqlRGPaCKcoR2JheQ1bznKlL2BshSFilMMT+xphLyk2dLqbYoKppoRygZnN8LcOibQ0730ndrbPt//Vv84f+6PfbPf397/uo42w95FKhV6I3RNOZm9v76s/+RMeu/Td3/s3CCQOjKI5eZb6xrtBG8xojpscoIo5x74mpsi7D1dcP/Gs64TWihAS45Gc6Yt7jnGhmRaGR/dkse9m/opvjwEBaJVxxE44JCl5SAoy58WT6FIgxEgdPF0WEm9jpAuR1sSBcQoCiGoFE1dQJ583ORS6zJ9y6xRUL+SdwdsYWolkMvYjTiUQspPpUqTLUwJiSoR4CjdCRLWEyxdRUSYmJHUqkTKFpF/Ro0M3SG32m131ZXTXoooud2QHzM5si/xmswcXhvYHALd3WZyjlibMcnJRopAUsW6y/eRqGJ6SAfSeHhAz1ydIS0MnzOpQn4DSdKtDtBNyo6mmxHaDnezRrW5iqhnGjfD1MW68DwScKYfPPZx3BcpYuuX1baRYlKiqJCxW4AN+dchkdoM/8uf+It/0db/n71lr//NHSwuCUiIldK/aR9zJOOde85IHL33ft/3N76WJkYuFLIbYbSAl7GSXcucKxfgc65x2PH605uqJp+0SzkKIUBWy6C/uWiqneWBnxLnRiJFxmCSNjN36JgDdSr4OfUBKk7TBljMUiogm5Ahm4z1rL3fadSfOxhnNsu1IwMgalp1UT2aFG+QpFYqxdfRy+krodxgr5fLTlSFjDakHclOQsbcxUBhLEz0hJro8ikUczfb8Ga1wOYbSSqpCuU4GgFaWqPpyfI5qtBFBqpSkA3ykUNYSixbViTAWIWB29uilJuQ8iVNwe/dnLEmWT7lzhb4GbssdTjvUkI9NwRCZJUArnf1XGFJKYVZrQivVQr8+RilFt7yJtiXd8TXMaEZz+F5MOZVSuS2xo12axbMUk3OE6HPEJrwmpfpxK4KBdctbhHopVTatSZ0nhMD6V38RZRwvvfxy/uhf+Mv81T/9x35KKXU5pfTsh7rGPxx2Fsn8JqaUOv+yR1/08//vv/sP2Z/vMFbIFML1LdqTa9jRHDfexVU7eKAJnidOVhxtPE0XcVYRI5SFonKK3YmhspoHd8YcVGNKZUhhg29XNMdPAwjdH0Rjtl1hx3vE0GCL3bz3zQCorn13m4NZNvJ94yVdKa1m44N0wfZSnUoU9Xqhca3UwK4tMxkNkHpQEqW93rn42EcsMl87pCRR0+Bc0nNmPSkSCo3GGX17ZQyGhKGPWARIbknFKDOXHcl36HJM1AZTVILVxDD8H7d3aVjBSlvQhurgwSH9QhvcaL+/ogDUSciPCkUdOozWWKXoYqTUVsbrDsmMJmVXnGJH9K3o7ayEyS6ORuPXN1CuoD18Bl2O8e0N4RRloSs73qNd3cDYKrdPFLmnLGyxoFPXIq6XqKLEjCvawyXExPpXfx4zmvNZr34V/+mr/xA/+M//wTNKqeqjQSZCn2EyzzellHvNSx566hu/9ndw38MPY0NLs7xBu7iGP7mBLscU84u4sQwY61Lg5qbm+rKl7RKlGzTqqJzmoT2pbFycjNgvR1gSvjnC18fUN58Atg5Gu5LULLHTA2K7xkzObbuS88XyKVL7gFGKRdux6YJUdmKfrgDkcavAuDDUPuCMposiHVEHjzm1sDGy4fvKEIBXEZ9yChbCMOmgshIttUGci4+n+3QkggFQaUu5B4aooU+Wtt3MZqs6l2csyclQpK7FjGfboXCnAGq3cyGD03qohBVTEa4iV99Iic2p6OWkbQSE1hqtFJu2pTAGp2WOVaFNLi8bYvID4K6UGQbVhWY5EADD+ljkSBdCYQgnN1HliNjWmNFM/k+7QRcj2q6h2Lkkn7ddY0e7pNDh65PcZGrRRUXUhrA6ItQNyUd81xBbz8lP/TDz10e+/ks/hyff9U7OXbp/rZSy97Lw1Vm69JvYF7zhk66++KWPFW/+0m8ggYw3Xd4QHRVXoMuxENtGuyRdcH11wo11O6RGMSVihFFheHhPiHAPz3YEKN3coPGtREXLm8TNguQ7wvIYPZkR1ifY+YHk+fMLQlQLHUUxG6jrXS5przuZHNkPZOs3u1ZqaLgMkEeg9FLh0Hg1pE1KKSpraIKkPn1lqDCGdehoQ6DN41faIMr/bZDuZJ+dWh/AnA6L+/nZOv++j5y0UgP+0WMfp0emaONyWmEEj9J2mLXUO8TTWjW9Gl5PBATwWrR3UpJqzo3NZohejFbcWNcURqZgtiEyspGRsxil6ZI4Z5tdYsyRU+g24hwyqztk9cCUEnEpEU2s1yhbEJtb6GqM79fLaEY6uYbbuUR9490U84sobaiPnsKOdgBoT65tu9aNEW5PH9l0kRgisOTk5/4De2+c8m3f8vv4uj/4Lfqz3v6NTyFyB/esnUUyz7G3fNLL/n5Uce+b/8R3yoZeXaVb3aA9enYQ1zblJEsH7HDYbVh2nnlp8SHSxUSIivMTx7mxAKtXRjNUCmyOnyT5hs2z7yClSHf9GZRzxOUCPR7jD29g5rvEteT9abJH6DYU1QyUHgaZSYnacFS3UraOYUhVtJKxsiYzgAujCRF0DitKK9FMyM9xRqKclAWb+spQ24PJz3EwRis6H/Ehvc8qktFbCXM3pGY6pyWZJ5NZtFspBj+UzkEcTQTw3RBJmGoqjsds9Wu0KYQUqITdnBAuylG7eR4IfXUloK3L42OO6pbSakbWsmhF5nSSmyqNVlhlhuMBkcYIrQDyaZ0B+rWoCcb1Sp6rNdQ1GENsW7Rz0LUycXIyo73xBHbnPPWN92BGc3RRCYaTGdl+dQhkJ2ozodBqUuOJdczjJBZsnvk1dosx3/1df4nf+7t/95XxePxb1uv1f7gT6/9OW39a7lX7sDuZsizf9NjB/Pf+03/6j9G6ACL14RP4xS2RpNQKXVQU84sUk3M0KbDqPGNn86I1mBg5PynZLUumrqAEUqhZ3fgNYrehfu+vQ0q0155FWUu4dh0zGeFv3sLs7hLXS5K1FBceJDRr7HgPqfI0BFPIXGpjuVnXGK2oW7nz9lyEXvXtdCezM1lWSbIHQh5+YhR0QX7qnYzNok1NPBXB+DikY0YrfBCA97QAgsl9RZnhLxtVawojmIxV8pCGw0jMfQEpV5RiFtfqTSkt2FT/+uVk6H0STV3BNgA6pYi5jH56Fva1dX0bTnRr3WGNojBaZjJtOtoiMnEixykVON13DAAMshfKFsTVIbFdSXpUSwd7yPhMXK2lsVNrUtPIte06EfByBcl3mPGU7sZ70eMpYX1EbB3KlnQn14dZT6FeSeuFc8TCoW0jM7lb8BtPaAPxJ34GZUseefmb+QPf+u38zT/zR/79vTwF4SxdyqaUuu/RSwc/+je+81vZvfQSUupYPvPL+NXhoH9rRnPc7Dx2tAu6oPYNE2c5blpKo9kpDZW1zIpCZheFDe3qJpub7yH5hvqJXxMH8+x1lDX4xQYzKmhvHudPLGGyOzhPrFfYiYCWKbQoN8agKY3lsBFFu7GztCGiIzitqH2kMNtJkgCF1YMymQC9DBT3foZTIg2p0rZalHJqFIeUSCvYdNvSuJy37YRApyUdqqzJs6B+81tYDDLGNnYbel3iQdA86y2ozDzuIwpbTkEZjKukLUH17YuRo7bGx0jtI02Q6tuNVSfd2tkWdcQaMDoO870l0gpU9jffCb5dEpoV2jr8siY2G+JmLVMWgLBao5Qirmu5bceIchKJJK1RIaCCJzU1uhoTTo7Qo3HW46klJa4lSiJG4ibr/ViLLiym8MQ2DCznbtly/GM/Slif8OWv+woe//pv4d/8j3/ncaXU5F6b63QWyWRTSqlXPnDpP3/DZ38KL/vUL4IUWF3/dbrlTcJ6QepadCWSBm60iy1mQKQylmXXUhjNtHAUxjA2Dgd0m5u0y2vU1x8ntTX1E++EGKmfOURbTXvcYseWbiXkvfJgQliucecPRCcmg5+xq7HVDlLrgJAihZEu38O6oTQaDKy7wMjpAfvo06HCaLoYh3GzPdh7+g7fg7aJPCc7RkJkcDApP6cN22pQPm8YJa38WvXRy+31Sqc1ThusUjmKSVnRTyz4eisP2jsYer5O36RZbtOmYpT7tSwdkZACTSbMHdYiwN74QJ58wvEmDJpbWinWTcJoSWnHhYyuNXkSRO0jpclleMWgh2xshV/dwm8EoE31LTlvdQ1BIslQix5PrFt0YQmbFu0k5dJllPaG8ZiwWaGLgrBaoItSImRjs3NZi8QGENdrUtNmEqJBF4YUwDfSDtKetLRPP8nRz/1LfvubP5frT76T6aj418DnfEib4S7YPTys4MPnZC4e7P+BR/fn+1/yJ//OsMi75U3C6ljAvAz22vEuppoRfI22Y4RgpRnZSiIXIMWaenGVdnGN5uq78Yc36K7fJPrI5tkFSiuaY9lk3Vo2R7kjd8jy3Ay8JxwfYWZ7xGJFMTnIndUdKQ9vK42lDRJFbUFXwUOMUmx8YHRq6JuPMVdTBPxsYxwqQJImbRv3egfjs6B3SAKghpjeRwQj0Us/GrbIqnKFkSimNFZSpnzcpEBMfhgG12sMQ689fKq1QVu0zq0N2mDcaKvwpywBSenWXUcXJW29ue7oQqLOo2nzKGzWtbyu0QprFW0nLOw2yOhaIJf62TpiEmgr1Z9mISJgbU2oVzIfu49i6mZbaWo70Aq/FkcTW48uHbHp0KOSsF5LGhQjyhXEGMTB0JC6TvC59YrUNsMJTm1EW4O2huQiJmpCFwlNZPXOqyilOH//k/ylb/5GvuJnfuSzrbVvuJdG4p5VlwCl1KXHLh58z1/4nu8FNCluWDz5C/ijq8RG+lS0LbDTA0In41ndSIC6UkmHrU4Bkie0S+qjp+hOrtE8+zj+8BbttSMAFk9JxNIsts2OkBjtGHwdqCYFKUT88YLywQeEf7G8RZidR7sKa3cB4a60oaWydrhDr9qOeVngtGbddeyWheAgWrPpPKVz2IzTbDpPaYQ+L2kSdGS1/uxIUrq9avS+HIzJzsUaPYxtAZgWjtIYJs7JjG6lRZM4BUJohG/SboihEdGmjMn0lnwn41f6iQAg6n5Kuqf7CtImiHNZe08bAovGD6+xbiKdlwpfH7G1nXS++5AGDlPbCX7VTyroJTeVhDFE32auS4tfHxGWR7ImgLipSdmLhfzeqQuCnygl0xSsEUdTWFLboQpHP2gvda1ofcQsvAXEejP0XsU2y0koRQoRZaTDXIS7tEiRtpH2+hHHP/0DzF/b8Xe+86/xe3/f1/5bpdSle4k/83EfybzysYf+4+//XW9n58KLSEk4C+3hM5JzpyhyA+WYsDmh3L0iHbxKI7OiDTpFom/wm0OCr6mv/gbtM0/iD4+pry1oTzo2x7IYN8ucCogKEtVE4ZuIb8CNPaQN1f0XQGn84pDqyosBKaFLU5/ccUfGDVWTdejYKUu0Uqy6jt2qktRIazbBMysKjNbDWIq+gByTpAVRJ6k2EQW41WoAeGPIcpSqZ7fkC5Nxn8puBbRLoyVdtFaG0GkjzZ6IBm+MntCKcFRoV8Qejwnhdt3f0xWdGNCDbk0pCWOOYgCWbUfjA8e1cHbWrVS9mjaJk0kMmIzQbBJJK0wc9i/6lIOsrKHM/VohNIR2Seg2+OVNwiYDvJuNzHsCYtMN/VOx9ZIudXHQsSFGaXOIUboEU5Lvcz/W0KAaGXCn1Lbbz++DiHc5g8ppmaksqAAqDvgM+pjjn/lh9l/1Rt72FW/f/bmf/7kfAH7LC1n/d90+3jGZ6XT69s/4hAcf+4K3/X4CELo19dFTotofOgHmjJCwiumeLHilCd1ayqyxIXQbutUNom/ZPPHLtM8+TXe4YHN1RXMSWJ9kbkotI4z6tTWaQPCJ4BOz847QBtxORew6ODmivF+0pLvlTUbnXpTJag22nGcRK/AopqbAoGhSGHSAFdASmJpiIMABtCkwMvK/+67gk7alspo27/OWSGE1m05+YbSSdGAAjSWCqaxUoQqjmDhLYTSzohiIbYUSkn4MDTG0Eg3UxyTfygD7kNOm51SUMA48qMJudYuLPGtaS2m7TWEon580njZEjutA5xPrJouCBYlk+mJTf97773urMgBcWcPIOrSShSfrYYNfS1k5blbEep2/b4j5/IR6G0FFLxFHys5Fqa2SXx+h9JiL6nOIfGDpVFWsT8VEhCtmbWUR8QqNx5RGpC8aT+wiftUCC+on/wu/4/M+nR/6oR/8r51zr+667j+975X/4TOF9JDeq3ZXnYxSav9F913+R3/5e/4pNQnXLmiO3os/ucEglZ+JWKYco4uxaIE0S7Qt8N2G0K7oVjeJbU395H8h1jXNM4f42rO87gldom2g3kDX3b7QrZWK7fycJoZEObIoq8EH9O6Y1LX41SHF3hXBBLoNbrxP6GShGzvCIIBpAApTQvTE0ImGbEL0TnJapM2IUuV5R0BSmnXoqKzBx22lRSuZD22UQtkc1fSk4Jxa9HhOaTWTwlJm/GdkrfBQMJA8MXb4Zkns1uJkNkfEriW2K2Hwpq1WTt+jpTPg26dQWltIcZjQ6JHK0aprafPG7GLCh0QXEiHIaBmQ6OU0iQ+yQJKWsr6zinFhqKykdwAFhhg2hEa4St3i+jDYzp+c0AM9Yd0OjiG0QZyJUhBAWTV4MmUNysjIF53fY3CaJqc/ClQvntWXY7yXg83XRltNUlZeK0RiG1BWS4AUEn7V0l29yrL5Ef7bP/IN/PG/8J3/USm1n0R16yNnH8+RzEMP3P+P//A3fWM13d0hkfCbQ9rFdfzqiFivZebzKOvbupE0rmUWKkC7vI5fSZVh885fJtY168ev4+vA0Xs7fCfOZbOBthPwq2fGTyfyfTkSjRlbaXRhICb0qBKOxfqEYrpL8g3eNxQ7l/H1MaSIHe3SNScyMbGak6KnaxZDWdhWO1IKzlR9Nzkg+HWm2zNowZTG4JKhVQGrNT5Gjhuplpncz5NOpRNGK1ofhypSYTQT5/II3WLAX2KsCb6VNHJ9i5AFs0N9QvIdsa1v60ECZJKCicQWzKjIm+32W2BEOro3viPExLL1Ay/GB2hacTZ9FNPbc1OjwilKp4cy9qxwTJyj6h1ZfZIj1JtoN6K5/jRhI5iaX26eH8UoEdHKAoVobXKqJK+nq3JAP/VoRIoJXVV5rrgZ5nsrJB3rU6zUeYkgjciPamtksmZK6MoR6y6PgZFIqLmxwDUdl5zjt77pU2Yhxu8A/tgHtUHuoKlTa+hes7vmZKqqesubXvuqz33T530ZbQyM2hM2i2uExS0hw3kvYta2yJILG+xoLlwOpdkcvpeQ2Zn1u3+NWDes3nNItwkcPePpWnEuIcByI+l446G0UDiJZqwDV4Bv0gB36KoQacf1CnfuMrFZk0KHm52nW92SLuPJPu3imvTPACaLYve9T3a8Q3PyzIB3lHv30a5uyOvnCpibnMOQ0BiiSqLalhKHvqY0BqMUbYhYfWrkKtCEyLS02cGYnCYZnDaUyqCQiZahESwjtmtpnehkgFzcLASD8e0w36kfdxuDTC5AG5JvUKUIWenR7qBkB9BEKUkvOz/0aq1yipTHZw9fe9MarBXCYlnIgh8XmpHVw2yrsXHiIIMwg7vFNbrFzWEueDg+2QK96+5UFBNzuR0BfcnFsUKAeVNJ1GImk+F4zGQCKUkTZVER6pWUwZfH6PFEGMQyIwfyOF5UbrsoC5SzxLbDVCWx7cTxhEj0kjrFdz3JV732IX7kx3/qW5RSfy+l9Osf1Ea5A6ZULqDdo3ZXDk0pNbv/vivf953f8d+pLkb2jaNZXqc7uUFYnxCbOivka5mvXHXoYkSKkVAvaZtnIcrs6PrxdwGweKfIM6xuyZ1tuYTOQ2ayD3iHM3LHHY+hGkHwMDtvh8UJyB2wkIqGigHjSvzqUDRQxjvUN58QLKNrsNMDuuNr+edWKOvX3iUpSAi4vcs0t56Uz20d1e4DoA2+WWBcJa0KWjCdZQqMnc2jWzWFySQ8pEcK5I7vMpN37FzmwGgKpMQeQpcjlw2hXeOXN4nNmtjJ8cV6LRFMCIMXSNqgnAPriL7F5KkF/WiVviNbxsOKLdpuIA4uGznOpttiMbB1Mn30Yo0A1qXTlP10iNKyUxaUphfnqvGbo8Ep++MbUrZeyRyn7nBJ7N9n01cJJRpVRpFCwhS5odIZdCFO3cxm8nW+L6TO6a6MA84poTKSO9u98/ijm5jpnLA8oe/M7itVMgwqD52bz9BlRdysBYj2gdh5/GJDqD3piWf4I5/3aXz7/1z/kFLqRek2lfgPr33cVZcuXrz4N77pG7/p3GFV8GBZYVNk3SylPFnnca9RZjQrVw3qcKE+kea4mAibJf7wJqnz1FdPiD6xuO5pajg6lPRolYsE/WIvbeZh2IF7xeycwRQaO7LYSSkAXyGpQmpr1GhKXC+2A9LampD7mnRR0Vx9tyxGwIwntM+8m9hsSDHiDi7S3nhi6AlSxgxjUlQerGbKCbooSCgqbelSwDg9KNzFBMuuY+qE7yKYjPT79G0COkVibIi+JnY13frWkFK+YIsBUt6ceY52igHjxsO8qIB0u/dVtUXj2XTS9tB0GeRNz3Uw/SNjSIViXEqaNMtztKeuELJgktaJdnmN0Kzxi+xojo6I65rYBdqTNstxRnyOnpRWErkomZoQfZQKEGAm4yz/mbB70rHv9i7LYLeDBwj1El1O8KtbeR75Bjvf30Y0m/VANBEeTXbIKW1lRvfOoYzBHx/iihKefBKvWrqTmhdZw+sfPP/g0ab5A8D3fGAX5Q6Z+jhLl5RSD7zy5S//6s/6wrdyo24YaUdXH9LLCwRkwypjUa5AuZLY1lsF+64lrBb4w1uExZr6+pJ24Tm5HmhqOM7dAb2DkcbEnCZZcTBTualRVKK6n2KSAWY+0gvVpaZGjSdy58/YUGw2hOUxsW0xowntrevEpiG1HWY2pT06yqlIwJ7bp7v29PaDG0N5+SG6xXW8cdjxrowEKSfEUKN1gVUGrSxeBWLSrKN8iKlzWU1ecJrSGJm6iAid+25F9M0gDA5SEYvteuj5il1L6jqJDPtcppeZ0AFlquH/Jt+hpxXGVUIhsBVaFwSEG7Pp/FAZA9jksnXbCefnuWmS1orSKXJRh3GhKa1mXjpGuZWgQOG75UAO7E6uEY5vERZyQbvjTe6Czp9vE4eqUerpwYAyWqYqjAr0SC6mmc5RroCUKPavkFKiOniI2G2oDh6mXV6nOveiQazMn9xAWYdfHEqza64a6KIYUjQ9FlEvXZTDRM/iwhh/dAN7bh91skApWD+75m2PPcqPv+O9f0Up9fdTSvX73SR32FR2vveq3XEnc/ny5e/6ut//h4onTtbsjhzEmm4pGjFhs8wEMD1MT+yJYamtBweTug5/vKK+JkDgyXUJm+tMXl1JHyU+UyO0gtKJg5lLVz/THcXknHy8ar9Clw5TOVRVyi7RRjak96iixB8fEleCuaA17ckCfyzvrwuLX1zHbyTaKXZGtM9cl+fmnVDed4nu1lX0WCY9pq6lPPcg3fpQQGIjJVetSwoMNYGRdbfhMRr1nAbHlhi2hYtuc0S3uEaol5IiNWvC8licS9fJkLXulKymlbnXylpSJ/Oq1Cmg15QzaYpEJjL2KnzHTcu6C3QZ4AUBfGMmEZ4uWQODg3FWMavk9S9OSsbOslNUuF6UfXNIe3J1wLb88SFhsSK2eVb5oiN0UnX0jTgZpZVQXjLRMYWInggGo8tSnAFg5+dQtqTcf2CoqFX7DxGaFaODh+nWh4z2H2Zz63HKcw9SX30nbveCVDpjICmV10Ix1OT1eJavf4WuphAD7uAyul6iy0p6p66vMUvFZ953efz9Mf0h4LtewDa54/ZxU11SSj38Sa/+pC/f/YTXUFjNY/M9usXTtCfXCOtjUmZynlag7xdEqjeEzYrUtnQ3jvBrucsvr8vXkyMpUW8yxzImiV4ApvkmPR5L2do6qOay2O3IYkYC5CmX9UNSEg5JnVmwTUNqWmLTCi5wvCbUHaEO2LGlvrkhtJEUEuWOo76+3LLzjaK6MCUcHQlYuFmjqyp3eC8HHRdb7aAp6UOpIivwAb0Sbx7IJlKhg8C4rwndWoDedk23uEmsV5KytTVhucwORoDJ53kAlzk8SoF1clcuRtvzny0SWXYty1Y4MW2ILJpA3Sa6UwVa74cg6bY0yRpxMKMM9gKMrJOSfgp09REA3cl1Yr3CH0qq1B1viD7gc/tHl/ugAEIH2koUYzLoq63BjNwwh9vM92VuOFDuieRLMbs48GKK6XlS9FQ79+PrY0YHj9AunqU4eIDu6FlxJMaKUp61wp9xRY6MIma6i5ufx072SXkOVAwdYXqMrsYUT90k+sRvPf8i/v0T7/12pdR/92FvoFTqdszxHrM76mQuX77819/8lV9jQhSFukSiXV4nrI8Hqrig+EouIoLNEGoZBh8CYbnGr1r82rO60dLVieWJVJF8AJurSEXWss1yMuzsCtBrLEzPZz7GvKDIo1B0VQwkLYDUZQzGe8IyE8BaTzha0xxuGaHNoia0Ed/CaK5ZXW9PE3OZXCzpjjeEdYudjWBdUz64S6iXpBRx83PSvgAyziU0KKXR2g4MYVI/PN7LpAKkqdFvjrKDWRHqJf742uBgYtsSF0ti53MK1w9KEyyhz9GVswNehO/Q8wNMNcXmsSLGjUE5BJGBm+uGVReoO0mP1rW0D4QIoQd8+3ZxBOzt76Ii8aA4GEsUI08ORF/TbQ4JtWBdYXFEOFkQGznP3bLD1+LEAULbs7Zv3zjRR9w0V5KmE8xUROLd7kVMOSVFTzm/lJ+tUG4i1ThjUSngql1i7Kj2HqJdPIs+cDRHTwt/qGtJzQZVlFuinitvIzIW88uYYiy8rckB5f4D+ONb8I6nmNz0vGn/PvdDxvwR4Nv5MJqQ8e6Mk1FK/UPgC4BrKaVX3onXvGNORin12Gs++bVf8uJPfgNKKfbKChVbAT7LMapYDRWPIWRPMVeRNqS2xR8vCLU4mG7t6Roh2hkj5WqVibGVk6+TjH2ORlKqLsaKcmIwlcHNSsxINqyuCnS5LdH2MpOxbohNK1yIBO1hja8DSit8HfBtYr2QBW+dpG0xAAqmuxqloT5scWODKSN2NkJXBeH4UEDlPSNVK99R7FzC1yeSnihZ9L2oSsoDyECcS4od3eaI2OYIpl7SHV8nblakphacqGnxq1rSo8zjgFzi1UkkLVLKWitO1PnLEXY0l+mUo11MMQU0dfJsvLQP9Ha4FKF2H8D7hO+2vVVKQQwJa9Xwu1EWct+tHJWVxs2pKSAF2uVVQr0YepMA/KomNt0QsXZ1lOWQSX4xgs5qOloL5qCtligm82HMzr6U5IFiej7PuoKghYV90m0ojZAX1zEyMYUsJr8WXlO9IIxXBG3QbS1jdptagOS8RnRREX3Xr/H8XhdJyVMfPkH14IuJqxXVsxs+89KL+LFb7/1zSqm/lVJafhDb6IOzOwv8/iMEwP6+O/WCd8zJXL58+W98we/4Wq2U4hMvzqmUpl0f4deHUjEKfkvzhgGPIQZxMCei79EebmSDN4mulQim64l2HYwrAXtnMkqJcgTlSKENTM7JRnUTR5FnLalKBtwDgwo/SCQTVv34DY/feNa3+gUvzq1r5VGUsF5uM5HpHFbHEVeAyZMWx+cN3dEaM+pwBxJ2h5VwVkw5Ff6PNsR2I6B3Toe0zXITXhoZQ3NC7GpCux6wl+7omvR5ZQcT6xa/Em3aFCQC0MX74JVnPEYVJbqaYDLGYMf7Mq3SVHjAh44bm5pl66l9pO5y39Iqkiv1OUpiwEl64qMxUlGShs7tW09tgSYR4zYq7G4+TVgtpaID+HVHtw6DY/Ftuq1JHLZZn3Yak/EeMx0PUUwxv5DHoYB2k9xzlbjZrHFa88TJgnnp2PjAuZGIkWlb4aJFjcww46k/Pl1WEuXmtZp8h5mNMW4spX6VZ1gpTbX3ILacEdYLxu+9xfRm5DPOP+J+0D7xx4A/9/wLcvfsTqVLKaX/Syn18B15sWx3xMkopV72mte+7i33vfy1zLOoVOhWdGsZP5H6O4GVPFfyZZlsKCLQLUor2ptLmQTYRrpMoIthG45PM9fKWtn4APMDQX7LqcVNHHZaYqYj9GgEMaInUwH0tIIk9dZYy12UlIitF92QlTifdpNoa1hIEUzYrxtxbDHKMayXsga7FqxLzPYVsY1oK7T1sFzLe4+nmGpKigHfLDExQAkqj+3QriJ0m4xLeXyzEFJdKylSrFd0h9eI9YZU18S6GbCI51psc3dyUuAMv9mSs5N9SdfMSFQHfctJFkq/tuhYNZG6jTTtNidsN3mKpHQj4ApuYyn3Fad5aQe1Pjl3gXZ1Y4jGQKp63a0TYi3OJ3SJ2KUhRepZ/wN50qihcmIqh5mIUzY7+5hqmn8/x+QZTyddTRcj712s0UpRGs17TzbsjwvedXTCpckIZzQHxRitjIijKU3YnOD2L9PdeuZ23YSU8JsTitlFTDGhbx71KaK0o5heYu8Vn0379BNc4iqf3d3Hjzzzrj+tlPrrKaWT3+Qy3FlTH5CTOaeU+tlTP39vSul778JRDXZHnMzly5f/5m//Pb/POKPYHxdolNyZfTsosenRRKofMeQuRk1s17ky4umOVigjOjDaKnwbMTJxA222LQPjPoKpYHZRIpdiXmDnFcREcek8gNy985NTJ5MJ02b7fkorwqajW0lFI3hZ6MtjkZBVSrg4XQd1ByHBtITVWpxeVQIt7J+XJsxuLVUdOymIdYs7J3fXfnOBdDnHTiZKgohlpRTzucqyDK2Q7GK9xB9efx7tPyw3hMYT1p2UfNP27q+dlHcVuRpjTW7dmGBGM+x497bXOmprjuqWw7pjUXs2beRwEWgaSY+kuXT7fN8k2fC5wuSKrSTpqNCDbMXUFQPelEJHDB3d4TPERiLH2IrEZbvYyk/IDHP5vgeV+xTAlMJzAsFi9EhSJDe/QDGV690pRR3EcT2zFPzvmZMWZxTz0vCum2vOTR3X1zVXZmOuNyvOlWOKcZ5UMb9Ie/wsejQhblbyu66BQnhcfnMkOJaRrvxF29KEQGkMl0c7jB55OUprDp6u+a8OHrQ/PHJ/CvhTv8mWuaOmUB9IunQjpfS6u3k8z7UP2ckopV75utd/6mdfetmrGDnDflUyMQVRW4yriMUYQpZ+VAFtC2KMpE3uEl5viG2HMprmVo0yivokU8t7Fq8DRNuaopJF3juY8f0SNksIPcNMpqTgRZCq6VOT3LS4WQsmZAx+uaFbdXQr2UXtOrFZw4lgk9StAMw+iIMpLSwbYRQXBholKZsw4hPlRKHzmBYzqWTGtLWo6Y4o459yFsHX9LO2+00oEV1NbFeyyHv9k9VSIq+6JTadpHbrdpCJHCIMpeQc5UqDqL1ZdFlixnPsdA872ceND7DFhNtrS3DtWKZxNnWkbRLNWnCeGLYtGf3dMgbQFro8Hnh3Kr+fFoZZbkwE8H0D5PE1GSLXtdIBD5LqZQwmhm3U1KdHxkkKbDLWY8Zu2z4w28XNzgFgR7toXdCSOG4alq28/jMnIgB//cRzZD3zynBt0XF5XvD40YoHd8ZsomeqtFTb1mwFu4yl966xrVHFBqXPyShh629rBu1t9vBrUa5g/p6rvPnwIf7jz7/3m5VSfyWldPS8J99pU9Lcea/ah+xkLl++/Lfe/nt+n5kWlmlhmLoSgmAKsRdKMgZtXeamSOOecoXkIciCa08a0e5YR4xVaJOE5anlmhurKPIY2snlfCebVdiZRAXu8v0A6KLEzuTuFgvhuYTVyTZlKwrCzSPCZnsXbVaR1WI4HOpWopdVxiasVtR9w25uHneuxyfk2IJPOMgCSh5dliLvGcLgLfu5RypPZewnCUgUs8UuYrMm1mvRVVlviE1L2LSExuNXnuij6NCcFrnrfVjPPM4ORo+kP8mO98TBlDOiMqxCSxsizy4bjta3NxFvjiOxTcQ23gb2KqOIRuGmmm4TKSuDMYq6SxRu67YqbVHvqzE5JcLJits6K5GUqf8cfaM1gC01ttJbRzObYOa7cr3nF7ClYExNipx0cm6vrVo2rbz+jWOPtYqjRaTtEqNC8/itmis7JUd1y8QVbJDrVswuDM5eqnXb9UEIhHaNQ6KGIouJ1U1g2cqE0YdnB8we/GTqx36V6TtXfM75B0b/xpk/C3zL80/Enbd7mfH7Ibk/pdTl8xcuvOnFn/hqdirL/ki0Vk7P+EFp7Gg+7IKUoijRr1fEtiXUjUgnOk1oI6aQDWszmFhNFa5UFBM51MklAXFH95+jfPB+zHxOcd9D2PkBxcH9lOcekg9mHXayh53sCbPYGHQ5Iq7Xkm7UkpY1q8hmua2chACLZutgQoI6JJosLtWFbfuC97lAlu/EsYvCRB1Xt9Ni4fZzkpKo1WXORW+xXeGPrm8dTF1vHUzt6RYdvgmENgqWkSONTJbOEYxGO4OuxMHo0RQ72ROuTjkjKMPCt9zcbHh2WbNpIzeOA4dHgZOjwPJo6wDCMhCXgbgKxE0kNpHYRbrV9jl1HSmsYuQ0TdhOMuiHwfUsW4CwXg8RWsgtA9L5rG4jk9lCYXOTZY+z2alcdzvbw877KGZn4B3dWNdcX0s6drIJHC4CJ8vIYRYzW6wiR0v5/mjTcVx3PJu1n20h0fBpRjXWkWIQukBuovX18QBkNz7QhMitTceTxxueWi0wxQ6Tl76O+X0ln/XwA7gQfp/qZQbvpuUbwAt5vN+XUuqfAj8BvFQp9ZRS6vd+qIf3IZ2Ag4ODb/iiL/mycmQNO2XBJHNftC3QxQRLnlzY1cAGnbt+42Y59IeAaHXENoCS8Lmv2JRjTYyJ0V7u4r2cqyO7U8xcFkZ532OAzAwqMkfCVHJX82spHyttUNWE7tZ1UudFfBpoF556lajXsF5LBLNuBzlZfJLxJ/3gNJBUyUdwSXg5KUE11RQTQzHLqUKve5BNl2N0UQ3jRZ5ryXeElVThUtcJB6ZtiXVLaDpC42kXrQCkXtKYD7SaYMf72cE0Molz1XBz5TlaBto20bWJzVEg1InURlK3dZJp4UlWocZGZljbRIqKZiPKg+vsaO7fEb2bQMIAoVnKuFjrCKstNhXaMPQj9WYKhc6+q5gYAXzdKQmM2XTAYorZeYqJOJpVaNlkXsutted4vXUqva2WkWqk2NSJpYtZRC+wP0YUAvqes2omSgBtTWi33QHRt4R6iZtdIMVAYaS4Advo8+a64fyoY3rlVVx5e4n5V/+MT3737vTq8fFbgO//gC7WB2gqS1XcCUspfeUdeaFT9kE7GaWUevCBB//gZ3/uW7BOuAiFNjI8I4WsWGYG7MFUUxmsFYKg+UthWIZNR2jDcDc2TuHbRDGWgeyTPblTuXmJmVQooynvfxiUws7P4aYHmHKKLaeEboM2hRDMyHiHrjEx0B0+gy4r/M1DaRPYBNp1uO0Oum6hly9pYyLcHozIPCanGJUw7jk6EyBT3nsspDcz3RkGpskQ+IzNDE2GKXdQb2QAm+9EoiG3B8QukLowdCXfdiy57Ks1OR4V8E/nzmRdluhqjJnsSCTzHLu26DhcBJbLyGaVaFeRUCeJWBadeNh4KldCnE3sDMmDHUluc1pac9l6Js7TRYvN6VLYnBDXiyzrYQcag3YKasFcVJfep7JbuVehC4suHXZnD11NsBmLMcUUlIXQclg33Mrp72IdBnHzZpOlIryA89VYU7cJpSJVoal94KRpKUeW0o0J7Zaom4KXQoX30qDarKlvvievrynTomC/8my6wLKJrNrAEycL7s/civGLLvHmlzzCr2w2f5G77GSAO+Zk7oZ9KJHMGz/ltZ9y7mB3lzYEnM5q+adqnbaay6bSBr8+xJRTuVu3Naoo8DduDS+WQtZc8YlylvkQuYu3uihRi92ZY3al03Z05aXCj0gRN+0X3kQcWLMEEtqWaFvSHj4teXavvrbY0K0Dxsrx1jU07RDJ0/TEtlMftjSKygoXpL+efQVktOdwO7m0Op9mAHommrm2RBcjkVQ4XT6JkZSrISKUm2dxhzAwTnsLdRiimNgJq7fnrKReHU4L+KedQZWFOJjxDDvekREz5QxQ3NzUXF0+X/+6O/LEVSDVAZoIPpI6IQwqGZkA+XoQE90ygoLZjsZaNYhTlcZSaINK+rZOcV2U+LYldR5TGLyPmFKjdCKaNDjSYmazs8wd0DuT24iUxfwCJmMxdfKctPJZjjaeOpfB6zrSQ1xdkwY2bNcmylLRn14fk0yMIN3W6iIEv5uDc411TShk4Fx96wncZB+UxWVdIKUUqzYSsq74oztX6B59Ba+6eUT1C7/4SUqpiymlq8876XfK+nLcPWoftJO5cuXKt7zty94mCwqF0ZpIJKAxupQ+ntDki5fQbkS7flaA35RIdS2cj1ijrSaorHdbyskq5plYtzPCjCuUcxRXXoSy7jYCVjG7ROrp+P3tsEik6LEVNMdPY0ZzUgyExVFmmQoGtLol0hEml8jpZOFte35l3pHTCqtgfkpdYbYDo5mm2rGY3ETl5iLroMtKUqRyTJHvvCmGQVKhlx5VOmQn/PzUJ/mAX9aE2g8VmOiTiHbnAON0oKW0EpmCPooZjdGjmTB7qznaVKxiN8hJHC4Ci0VkvYi0i9sjpbRooIsDaSUVBpKRFC1kHd1MytusE9ZKuvTQ3qm2jSgSoKaaDs2cuqqkxyomWEvkYQqNjolUbM9BMS9QRg+cGHfhipAJR/lmUwl4TQoc1i3rLCa0riN1c5rYd+r71B9vxM3MbTOxTp9NU07xSxFLS10n0w2MkYofYCd7NMdPM959iOAc09Ky6gKN3/Z42fF5Zg98Eu3VJ/jslz3MM3X4Ou5yq8HHXHVJKTV98WOPvflTX/c6vNKkXBUQLeyEzkPmlVLYzHYNzRJTTkUZr65JMeJP1iijCct2IFwprTCVkTDZGdz5A3RZUT3wMgCq/fuxoz2UMhhbEZUhKUNLokc8tClJ2hJ9LXf90BEWh6RWZvWIU/B0mdVrLWxawVqsVqg8ZM1qacybFopxfvHxCMaTDE5Wp1ioVYEeVehqjDt3v4Dd/fmyJUbb4W6ZUiAqJXo65lQVI1tYbQjrJrcLcEr+cUtQPDXWOuMb0jyoC4fKTs6O5thqjnEj2twAeVS3HK49RitxMCcRvwiklSetPWmzjaLSRsI71RlojbQulLcT/ayFwiqqQnHSeEa2o7KWMbJhTbeh6d4z9Ir1qaIdO5QNhCxM5cYujzqRp7lzO+Kwq+xodi5Q5t4hEK5Kj8Uc155VnvvUtWmIVOJWt2vrkfPrr5vIsvHslG6IwLUbkda3TmkL5YkJdS2OJiWa6++hmF+QtWgsl6djThpP00l6vWwDV+sVl0bnGD3wMt7ypif5l7/6xB9USv3llNJzPdudMcXHXiQznU6/8ove8rkFBHTW7pegUwaaJiCgsKYidCvpKjYOf+u9g+BTrHPH88lmEG7WVgAsbQ12UmJyebq4+IB8nV/AlLJ5lZuwSR5DkJGvAuhsx5LkVMRWM1GPq2vipkaXBc3xEb6OWCeb5ORE+C994+XGQ2EUTisKA7kFisJBWUJRMZTTAcy4oLhyGTPbxc72t78vpzIwzZZDG4E4mYhSTQbEhZ8R65UosK0FF0gJiAyp0enHB2zKUYeW46bluPYsNoHlOqKNQhlIS09aduJgNh10YejdAen1kigmwsqL7raCcm8LpIycZuQ0lZV0SSdNRDapGc1FtP3k6NQhGQziIFNMEMFOS5TVW7Go3X3M/GDoT7KjXbQpQRkILSetfB6Aukm0vbj5c7g3w3v2HBzDINQ+zIFSfde7HHOfWsdNLbKd6zW669DjKZtn34HShmpH1uWVaYVRDetOZlMd1Q2Xqgnjiy/l4JF38IkPXT7/3meuvh74qQ/i6r0Au3PA792wD8rJXDi3/61f8Jlv0CRkeFmSTR5Tok4Jpw1VL/BsR2i7IXbPoqsJHEmLPzEKp8RoQqb96zwqVBcWu7eDHo2x8310MWF07kW48R5KW5JyNBlYPM53m8IY6iATAMZ5rEeKgW55g9hu0FVFrEraZ29iCk3XeIxTbDZp4L5ArhzlCMaZrZxE6WDvAMZzWZzVrqPYrSj2ppjdXcx0Z3AwdryLHe1gikkeXO8yAJ7D96wdnGIg9qLf1slCyfOClAjM/D9aX8RSWlHsFJmA50SYvRxjyun/o4JeV0f8OjLMwVWQGnEyt0lG5GpcL96jjEI5RbeJ1E7hilOVnK7jXDkmpjrrDmcuVAiYrP2C1vjFGjMp0SHdxptxeztDQyeAm58TZ10KoBqUZukb1l3Hs4uadRvZZDyn67ZRzGkT5rjMuHJjOami3ifVMJ8iZW5xAeEp9cfcj8fVhQPniMtjmOzSLm/gxgdM3JhFs60y9SOEj33D7uiA4uLDfNF//Vrz+M3FX+IujbdVitsKDveafcDuTyn10isXDh64sC/qUIlEEzy192w6j4+JSGIdOiI6TzFcC+hbr2Tx9HfJGIkhi1hpjaksZlxgdzLB7uASyhUU8wvDZumU5sQ31MFzWNes8nvWXjqJ3emJiDC8ry5H+KOT3Awpi7JeJVwWuyqcRDGVhUkB80oimKqAvR04OAfVJDuYHYubFrj5CDOfYebbCMZND3DjXWyVAVc3xdiR3IFh6NlCaUwhpW3tSmEmm22H8e3n/Dlfde9gev4DeUCZzRu0QhdjjBPA2RPZ+I5l61k2gdUm0tTvIyRqwxBFSIp2SgbvNMu10OhCSHKuUBROsagDy4yNdCmgdYkuxplouAWa+3Kr7XuQxtJrZmfj4bqb+R52vo87/8Dw/8rpRUzusj5pGo5PbexNu41iTod6fUsKSHrreoHzjPtNTzWVijj7gtCs0dVkO1Auv0/YtHQ3jwDwqyP88ibd5pACuDKZ8fDuhNIK3rXxgaOmIQKjcw/zaW/4VELXfrZSaqt0fidtK+7z/h8fAfuAI5mLFy9+8xe8/hPoR5xqpGel8YEIHDctE2fZrSpJFW2F1y4LOHn8revEusnU+O0drO8iNtMcGu+dQ7kSO96hnMtUyagMbR78fnOz5TH4POx+pxTH0hHR3UrEtnPU4I9uSmm3yGlUAeFE1mRRwKYW+U7Ftk+qcFBVwocpx5knMzG4qcPNK8oHH7rt3IwvvFia9WyVRbkVpG3aoXVBUj2gokkpYEJHcrdXe5TR8ujlM3uyVQSlT7US5OpWMctRjDWDVKR2ubKlLE2KQh7zMYtQJXybiG0itYnURWjftwZ2igkVEvgoM6uK7UJ1laKsFKNKMykNE2e2OjJI6mHKKXHUZoAkEjcb9GRCaltU0w4qfmZnLiXuzLUqzt2PKSYiFZIpCS1xiFwBlk2kzlFMCLcr9vWBY0/qBKhGmqpQzEaGUa5eTZzDKUNsjuU4qin+SApBcVMTNrJeUhCiZXf9Bg5gtke7uIYb7UFuznxwPmaT6+eD7Oj0AtXeMZ/z6a/nqas33gb8D+/zRH+I9r5uTveKfUBORiml7rt86e3/1Sc+lmcmO+rYcdQ0rFpPSAmXveWibSgqQ5E8ppTxFHEtJLx+7MXpnhilpedHKYWZzVDGUMwvUEwFZOuUYuUb2hCyJEFAKzVUCfZHBTGBT5GxskRTypC4Qqo8cf0kYd3QHjf4LELlCkTSoYNSJGLRWqYgVGUWwhpvP//8vopib4zbn2P3M+t076JUuybnRP3OVoIZ5A8XlB4wR63M8BCFvjgIOemiEtEka7eymUajrEJ7UelPGtSpXiVbaWxlcjNklnWwfUTkBAdSmhA9bYy0QaYPeM9QrSLkR84Zn4tNqkIUBans1uHkzunTVneRWekY2bxpY049fEsK7VC+1+MxsW3RZUmylqEWD5iZsLNP83qK2UW0LohobtYr1p1n4z3rNrBpI41PrHJk6rv+tRLWbbVuypHGWtiba9wpEuN+1gi2KYrkxeaYUC8JqwWx3mw7xRsvFdC6Q5eOsFjQ8jj2xQe0qxvYquN8tcfTm9slZJrkqbTFTc7x1s//XH7gx3/hz3A3nEwvSnaP2gcaybziZQ9enjgr7MiUPG0QQtImRyXr3KB2eToWpX1Vsjl+F359hCoq4vWrefREHDYLiI4ugJnPMbM9aROYX5a/uQlt6iMYWbxtiPS605PCUPuIIjB2jpQ80Uuk0x4/S1gdC8MYMIXBFpFYJto6kfWnBxHsEEQEq6xEqwZEyrPasbh5id2ZYLKQsJ2fw83Oi4MZ7WJshUch1fCETzKJsS+Jmzx94PRy0MUY7RtUu0YVFcptBFdxLdFqYhdz6To/P2MLH6ydrtz2URJG0Y99VFaTon6fTYBq4oT1OzWYkQyk9z7RdQkqiWbbEPAmUOhiuAYg3BNp/DRo54TkNp7Qz4Tq07Ri95KkesV46Fb3KLpTvVCLxnOUq1LrTbwtitE5gkkJympbrZpNthHY+YmjsoadosLmil+3Fs5WX76OOVIOjbyvX3fYSUFYZzB7NqN+5jfgMthK1sOl0ZQ2BSKJRdvglEz5NOWEBx5+jLIoH1JKje+8PKe6XZ7iHrMPyMnM5/PPe/0D50plLW60j1eajRdN2JsrcS7T0mC14rhpmRcFvl1hyxm176RRMQRC3clqSOJo7LhAV4V0Us/kLlbsSIuAq3ZYxY6N7zhpOroQ8TFlJ5Moc1jahMC5sSyafjK1tiVheYTKGrBh0xGagCk07Y3M0zDiUJpaDqkosspeprRUUy1aNfMKN9+m1Ha+j52fo5gcUM4u599mMljytDEMSnP9fp3l40AZlC5I8YTYbYit6PXGJvcr1Y2A4u75CyclacjUVuXqUH5kXEtlXQxhF2tAhsrF36QspQoZlZtKQ++1ldZbYRethYh3Cr+wM4ObaEZTzWSsmY01u6Pt3x2GGGuMGxGLMSm0+LWkI3o0AZ9Fz3N0Y0ZTlHXo0Wx4jWJ6UUBz5YgkbtUbVp0f5ofXOYrpLQTpCO8lKHobjzQu0yPOzxxWKy5NR0PErfwGH1rak2vCSIdBUD5kDejQyIhcv2qxY4cZl1Jtmu7gT26wiQFz5VVwaiLEbl5ACj3QLT71da+1v/JffvXTgR98nxfjgzXF4KTvRfsAnczsba++uDvotNTB8/Si5saqo+0S1iiO1h6rFS8/P8ZhwI2oD59AV1NS9xTAVpP2OS3q/QRAuyNd1G60S1QWoh/YmQCrdjuoPqVEFyI7VUGhjYzyUAZfHw+D3P3RTeJ6gy4NLKBbe2yZuRFaHExZyX4aZdmCFBPzywXFvKTY3zqX6uHHKPauUMwv4sbnhhaGjkQdPHXwtCHQ5cmLszx8zOVj00oN0wi0qzDFmNjV0rH9HPOrBm0VKUjon9Q2u+i5MaofPD2UmtTQytFbH0UZJZq8xoicpXLA5vb3VNNC2L79/GijRVi51KixRY+3rz2dananhr2JZXfkmJcF4xwxRt/IhMu+wzwEdDUSLWfrBifYR0x2uo8uRhkMzzmqcnREFqeA4+urjiZHzZs63jaiRWmGmeJFqTD5h92pwebvL02357lSigA0J88AkrJ2N2TMTR+x9Ezk2CW0U4Q2wPGacjImrk4ISmGnezILyxYUxYRgSiGo5jEwKXiUcbzp097A//eHf/jLueNORt2mX32v2Qs+MqVU8aL7Lr/8/vO7uJ1LgJSqU0q0PrLJsgC7U0NxqmYfujW2mlFf/Q10VeFv5q7cfmyHMzKuZCwXv3cwPRYD22rCugtsukDowUIUXUzsF5aRFbLUWDtiqKVsbFye7eQI6zqT1TQxp862VPguiYMxAhLGIByYYmoHgBfA7u1i9y9gZ6Jcb0e7w/F1JDbBs+o6ai940SgDoIu2w2lFpyNVjrq0VlhlhwpYb7ooSWVJbBop5ztD8iljx5F4elKAPRXFZKcz9BgN6oMRiHlapTxKqylcpCgVvtTEKpF8XgZaQRNuOybmmSTnNKrQuB1LMdGMJu+DpZwSlbKQbicYalcQNn2UZAZxblNNhmsE4Kbn8rC50XBuFl3DqvMZizkFXg9TLFMOuuSGY90W6J2MNH1l98LUMc6R4V45wkqXHe3ymlzDw2eIvsUfHZKalrBqBsZw7GRMbuwSWmWs7Xgh+OF0B7+UlpliJmvWxA5IxIFrlAjtik95zauYT2dvA77heSfvQ7X31fx1j9gH4v4+7VWXLzozHeOXN0luwnsXJ7z3qOVoGQgRRqXiZB3ZqcIAyKYY6Va30OWY+l2/jnJWmKNKDT0lelyRUsLMdiFFip1L2GpOUJZ16IaJhn0E0w90CzExKQxdTp0AiC2+WaCMozu+JsPalgKu+mUjcgxO4RuIHlyZ9WmdFEDKscLljmqb73pmNsXMhAfjJntSUYCMwTA4mFUnMpZWKxaNjHnVSg1zrUE2Q4/NgFTftKvQbkQsKlH0KwrpFu+CAL7Drfq0DGafJr0PIlYIIiURWtrVdarxPpfGEyprGBcbJmXLjZHnaBRYTTT1MuJXhrAJpEa6sFXY0vIB3L5DlwpbigyDsQprbpdo2Bl6jCRNU8qg85xzZV1OjzXqFNFPuUJ6zIpTfU7GoZRlFbfO6tamZZUrYJtmO0EBTkV3fae8k7I6SIpU5HV2cTIaKA6EDV27or75noHh212TiKY72YZ3oZG+MWXSVrMl9c6nI6yXmPEO3eoQlKKYqlNzxZUIs2XS5bh07O3tz5VSF1JK17hDpj5WgN/z58+/9ZXTmQWoLjyCBY4y+u4DtK301ezvGKal5bhpOShGmGJE7BraZx5HOUd340iQ+hzymlIkH8xsLhjH/OIgqQhw3DQs2o5l40lAlzddSEJ8GjlDAqZFQantUDJuF1cFm8ikQOGQeEwR8XXAlppo0rBJgpfO79F+iZtvG/LKBx7A7l+k2L3EaTNuzDJFFk3Nqrv9zr3uJF0C2W6FlQqT0Yp+K0WU6PzaUu7cRSVlelvIZIHcApF8IDy/n/H5pm7fAC/E5lODUlFSRge+UoQmN2H2ini5fN7bzoGhKhWTkWZWGXZGht3KDZUagNCtRKe4XYl42SlBLqVy+qWUOB6EvKiLsTjcvEGbJEzu2gea7JS6IOX33mJMnPJXOLd1epNqi8UcjIuB3jAzlhQ961uPD5sfoLv5LP7W8eBYu1UHCUIrUUwKfVk83zx76dOuw5/ckI003addXhOFvRgGSVUAU83QtuJNb3gDP/vzP/vZwD95wRfq/Zoa1vm9aC/4yEpr3vqK3R1i2+Em57jebjhpPIt1ZLWMkueXmsUqEg4S89LRpEC48S788ia6GtPduCm9SnUnHA/Xc2Omg+JZH3L2UQyIxELP4oh5EZROU1hNiIndqhiiHZCF3C1vDnKKcVNnYSxDU28kmshqe6GNaKcppnledtaEsTsTbM/kHe/kY7uIG++jTJXHiLTUmWK6aj2Nl6FoIWUcREvOfzop6kLE6ZjnXBuUdmgjd3Mh0W1H+fbWdyQjUbh8RtPjMqdCiSzQnkJH8g31rfdQzC8SfYtzE8bWsVMG2iBjZ2+tbk+NpvsG3+XxJ5Hb+DjGqtsAVYDL84KdqmBeOMa2yIPccjWmPpaJC82a5GWm1naAthGg15boU1iULadSrs7Nj4u2Zdl2LNtAm9OjdRPzTO7tcZyW7ymsoirlh1lp2Ms9IUMliUS7urG9HjeeIgWPv3W4/d0i6xHVvcZRfF4D4hA9nhqS1x49g7LC7TotgBXazTA6+I2f8jr1/Y888ru5k05GKaE136P2go5MKbX7iofuu293XlFcvIRf34L5hKNVYJ0b05pNQpvElfM5ckBRxJYN0gcSlieowhGXG+lXSSo3FeY7YIy43Hhmq53BqRw3LctWsJjOSwuAyGBu04hZUTA2DpMioV3SrW+htJU8e70AK/hGd7wR/RItqUBoIrYymEJjSoOd5DL3dISZTtHTHcwkl6tHO0LTNwUdcbi7Amy6jBV4GU6f0pZe7rTUugqjKbRQ2QttsChiaAjdeqstm00XJalowMvcbfmYoi2bTjHOtJXZT/RTMWMkeU/sGpobT2Ln5wjNCu3GaOMY6YKdcnvetFY4EyidYjNSt7GA986f0sUxIhheOCUTIgvNtLx901mlSVFaCXoCZG8p92u9nzV228/x1E0jJQHRVxkviindVrY2Rj6LVjCqFKXVVDld2indgI+Z5OnysTW3npR2DqC7LplLe7gRjHHhB6cVOol25ZzlKl52MAPYmhKx22ByZNYtrouecbMm1tK9rcoRcd7wiZ/wUrque6NSSt2xhknFR38ko7X+La++eEmbQmN29hkdPMaN9YpVHdmsE10tzY3NJrLcxOEuo001yEumEEhNK3devV1UZiqVKrsrKVJKiagsq9Bx3LzvPEEmFWqmhWVWuiGKUX11JefdShvCej0shn66oinA1x43tXmez3aTlxcPMDu72J1z2/cb72JK0YeJ6IGzUftA7SUy6GIipDTgRT6fBKMVCYYSsnx5/trSRu7sMQPVqihRIaDjVmc36UiKahvNnK4sgQi2ey9yGkCsl4RihLIFSltsqZiaAj1SOGMY2YZp6VmMPKsmsmmF89KFNEyLBLjvwGGNorKK0homuZw9dpaJs5R5gaeQ9YqzrGiKfrjT97jHcytfkipuOTEAbQpsfCfNofl364zHPHdbDnOZFEN6BHAwcUyyc9krRlgUKUWZy54dTfvsk6Suo712NAzHa47lONt1yJ3tKivpZeyjVwvIrz04mpikfaJrbovOeov1mi48SzG/wEsefXH1+OOPvxj49ec98YOyjwFM5vLly297sZ5oW1lkVtKG6+utAwiZQbp73jCuNEebDrOvCN0KN96lDrdjFuSeGzMZgdKnUqWLuFNRTG/rNtD6LaltwHhPRTMOeT+ljHAeljcJa0k74nojIW9hCXnx2kocjC6MRB6561tPppixdHq7nQsUswu48cEw1ycCy7Zl1Ukv0KYTJ3PaTk1xzRAo6PdBbuvLzb4+xjdLQrOUCQuuRBedlD5DwKQkPA3fPv81PgibakdRacbOslN2LEcd6y6warPD9CmTgN/3jfbcqBoiMqckKkuxHa5bt7pJbGtS37d0atRrShGtpITdz7CWHitpxehTJYBV51k2fuiJart0G+Dbp0m9Ol9VKpxRQxTTO0GAGGu6paRJzdV3D2OTu5vHw7E1x3J+21VAaYliUsyiV1Z6xGBLHFX9ZIZ+Zk8GtsNmQdysRBHQFrRXn0U5S3HlATbPvoPPeOMbzI/95I9/HnfKySi17fK/B+2FpUsx/NbHZjukGHG7F2lsxapdsmkkioldwla5fEpif+xkgmBytItrgr5zFV2VQ+OZyoQNuyPC0H2qhFIsQ8tx3XDSdiya29tq+2U/KQzTwrFTSqrUW7u6IWr9+XfKSE+PdobYekxlBtFt7QwpRCEDjisResocINNrsRST4bWkVN3hY6SL8bZN2EVJk/pU3ShZ8PYUaKrUtrw6/E73xDl7Wzn3fZkuDSno2zqke1A29cp6XYs/uiVs2maDXx+dAoWjtHjo599pH96Z0QRP4zPHJ90eOSiFSKyeqmRVKFJo8EEAztBtiKckLEO9lOgqbcXFh8mMoSP67jY9HREfs8Il6hnAVmN9HKQZgDzRQA03GKVkimVvuyNh9O6WJSPjsMjNodscDaTAcHyIP5aqY3PUkEKiWYahUtVuRMzet1CMGJjDPUFSZyBZFdUwoVRp+7y00B9uhdT99Wcp7n8Rn/LqV7C3t/clwN983oX4IEyhnpdy30v2fp2MUsq95KH79gpjqC7t0J3cwN4HN5ee9Sri+8l/fqv4b7RCowitdCCG9TF6PMFvNuhC5gyb2VQEiXJqU+YWgqC2As0pbaOWnhtT5LC93+BboTgFKPz6cPDqysi4WOUc1G0G7051o8aIO5ijx6calBBWqqmmQ8UDIKEIKRJSvA1kzucIp+VYjBYdmtuPWfAYEcHS6EF15/m9QgBxvSCFDl0UUo7OpXDVyTgUYpTUbyDf5f8Y4iDdmZqa2KcmMQ36wbabY6oZzo4oTMlkVLBbSTvAaXt4vpNbIvqzK5iHHL2STzBU8q4Jc7mriV0jY0VOEeh6bZakNSpZIkJ8k9KrI/oaZQpMTrt8irRBBLubID1XPgjZM0bRXz4dwUCPyYhTN5rbnGFKgXZ5XY715lPEdW6aXWyGtoHNsXxt1vm1jSjqGatODd7IlIuqQI/HqKLEjOSmpMvxVl0gRZJvCes1frHCn9SkmEQvxznuf+VjOOte/bwL/8Ga4qO+reCRy9VIu0rhFxtmD76GOkYmpabrO3mjkMPqTRoo/evQUfVhstKkphZNl/UGk+fNKidK9uXefShtMMWUo6zpcatuWTaeTSeLLMbciZD7+QBmhWPiBJMJfo2v5S7VLa4TN4vtxMK6EaC0sKAUsQt5bMhoUF4z07mM25ju42bbEjqAzqNJQ4q3yTb2i7q/qyqlhtTp/0/enwfNlub5Xdjn2c6Sme9297pVXd09Mz2rpBHaEPbIICxAASYwtsEOh/8ADDaEhcERDhMKEQbLSCABwhgpkEYLCpAUEmALSZY0kgYJjUcaMYtm7x5NT3dXdXXV3d77rpl5tmfxH7/nnJP53ltbd3VPzfjpuH3rvkvmybP8nt/yXQqrKY0WbIqzWd0enJKHdJedLadIMCXJliTXo2Ikdc10fElreUjt2AxOU1029rdSjIyCKnEHmJf8QBzEmTLUa0y7wpTLrHdTUxuZDiVbQgmBtNd4LVMAUhbRkibukHE4MeyXcKFd5+lW9jnfDV7Bz6Cxnd6M0hkBrOxccgUJNP0OU39X9wfGPglTtrgsNYvMEj8qC4zWk4iZmOdJlhWbLcOpTJO6857gE/12biQP/ajf/OLQRjszZTFmzHoXRyKvWoq0RfIv7yWGbc/w7DnD2ZssF4tjpZRN6WUGVR92zX3Ij+P6IEHmO+6bwvo+YQ9q+s0pz1LN8/UYQMiAMUVVKzZNRAFLU6DKmYuilweyoymFcsVkmO4O7szlSH4wLtpur1E6TRGUwlklJnKFnXbZSlmS8nPpMbKQMytZF5FkJNWI/YCpCzE/GwNMvcTUK9GRzf7KbnEi0yRdyTQp7t8LRmmsTqhRflRBM0RqN6Nrq2ydUVlL+bKbIKWpMTpqzCibUcpZGiH1nQRnY8AM4mTgmxdf6wMsf/6EsLmcLFpMuZRsLWsPmwwMVMZhlBXVOCUZ4ri6i7ck0IRhQu7GocvlT4bib67ke9MEQObgauSr5c+76+4JEEOPsZqwI2K1KAwhCQZr0wkWBsCHsTzN/lw79ikjJgZAZXDmcPWU4fp0aoqHzhOy1OjoWJr3pMnnvKgyW33KZPQEuxjtWabp4+JIROuvns6lup5V/prnHdoo3FGNv3jKJ157jZ/57M9+Ex9FX0apd7Xb+Tis9w0yJycnf98r5ZJqpbHHh5SHD0QqwWdh60FAIXFItE3ilTuai9bTxIGiu8at7uCbK5Qr8GdP0PVCUJ6F6NBWt14XBrNb0iRBCj/byM163UW6YbwpxwxG5B3GjEKav93Ud/DbSxHHyuNEuRMNyhhS22GW9dywgyy4vZhKJJBGpDIFStmxqAGg9TMvCZhQvNusIL0qDG53VG1M5lPl5rQyaBIxiqDROIERic2YJ29GpkzduwcSXRYT7mIXlUtKOzIaAmtX3pP6jtg16KJ8+QsCzePPZx2aasKwjDYuk0rWjdKuv3gsgTCG2Yp4J3OJfTfTHbTZ6zdNHuG5aam0yS4EitJYgpNp3WXXT7GqcuJWqTWYNJfMhdvvdSXS/qHuTrRiwl/IQKC/HvBdJHixZwf5O4Z8v3khy5pxopQzJjVuThk/ZZe3MOWS2GdxNuNQmzx06D1+x61089Yl9viCT792D+A7+Eiav7/EM5nVavXrH1QH2CrrrlbH0F+zqrUIAmWNVu0U9UKxbiLfctdx1fc8KA/w7eXEhjarI2LfobNIS3lblM+UNiLwBDzdysN11QV8rovGsTAGKqun3W1hHZW2kFXNfHs17SJhey3yiUVJauU1dS2uB2JCL01eszicwHbAJFmpTYFSZioaUhKTN5tJfdudzOagdDitcNpMgUf6CfIztbGTEnKMPdH3kr5nKYR0c/qGYGWinBzS0EvT11hS8Dmb8aQYUSHuB5yxRI1RAk4/iJiV3hJtVs5zOVvKo1ZdiMDV7moefX5qoCttX+qoMK5weTbxpUgvCX4gyv8poZLoQE+E0EnmT++Mt2de0m6wUCrTSfK/nd0PLnWhp/F6ba2AA0n49lKypvz6Ss8Bc3z9oZ8zZu+z/zp7gzE5V3lapatM5l2e4BbHxGwFrG1Jd/lY3seOusFS523OAgf3HP5qzev3Tjg5OfnVwJ971xP7QddHTCtQSv1W4D8GDPBHUkr/3tfyeu/f+E3xV726XIrw9skdFEp2mE2guYyZhzSOEuFoabhoBj59dEjKJEUAUx8Qtpe44wy4O7g1pepKC0/lvM3gqJimANP7NNXdRqmJGHdUFlPfQKl5OgNMUxqdImHIDVTkoifvJcBUC8xOeWQzJ8mUq6nZCwIKm7N+jdWiX1Jbk3lIwk1y2uC06AyPa2kLLBpNIsWeEAZi6KVmv7nzpDiPIq1DpShujXoOLsoV0usInjgMkqV4PwUURZymd8nHuW8jBy+9G60l6IyAMueyd/ZIJi3kgdzJOvqnX86vkc36cvkzHfd4rrabF+6fND4AOo94U8wBewffwy4Yb/7aYeZCrfv5nNaFRuvI4AX9fZM/FaKw8ufXnW/xsLkkbK4J2w6/3Z1q7fz+mMVkGkGO39jK7EyY5nva1rJBufqYkPWM7eKYsL0kXO2giDNotd8GivMNn3ztDqvV6je8cMK+iiXTpY+mXFJKGeAPIHrEXwF+RCn151NKn/1qX/M9g4xSSn3qtVeOrDLUtwv8+SlDd8WdumKzvdr9OQC6VgLCrUXBVd+zKBWuPmGoTmWa4ArS0GMWR9jqkGJ5B+OWeGAIHX0QWP7ZxuNDoss+Qy4Dosayw8fEqnCTIFT07TRR0q7EhwHtSkLfCnp2fBCCR1d5KrA4mPRLTH2YM5hqHgUqiycxJGF9q51yoczSmFqpTA/Q9HnLW9kCg0KlMPkm+6wOF30/aRXHYTtlNLuZjMpsTa0UKRiScfL9XI5QlIImHWZ8xwdZ/rqbmIRTwqAywdIaUdYzRnZqa7IUpsvaw/NT7M+fS/m5Iy3xspUG0QxSWs8+Vu+jqB/6NRRQmAqsYusHjFYcVU7OtxY1PKsVySTSiKo2aqKYAFTWMMRAMAYdA6ZYErJ8xNhLAaTs79JUHqU0ky1hRxI3ByG7LBkh/FLuZ03i8hBSEKS6KQiDZDK6WojZnpIJVd8mSIFyNfDQdGilfvX7XrgPshQfZbn0G4BfSCl9EUAp9aeBfwr4+gQZ4JUHhysHMKw99vgWrjzkc+/IOHCM7COStl5ornPj97AoUEoThga3ukN/9Ri7vEXsG6qT18QmJD/Qz7M6/PNtN1lc+CioU6WEgFlYafYtc9MXYGkFAxGUxm/PBMzWy24S+1ZScOdIfSd9hsVKmp7VjC4dA4xx87haKZMnLLuTDRkjG2UwWmPznTjkHHthHAYlqnwhl0N5ZxuV9gF8cy5N0tw4nVCxO6Io0gM2hJeUUfNxL0m+Jw6D6IfCnn919NmN8oYbwMtW+2wj0hFao52o42m3m+3YWUN4J20IG/HNmp7K/PcuRSDFOE/fbvR0QnO9929XHzOO9tX8ctLw14I7Goz05JxR7GIgnRE6QZk5Rk4bxDQ5ZFBgg14cENZXmEWJ7T3Qi67QJvf3dljd46FaJ5IgY6DZnYwCk56Q2OZCHBrc4hi/uCBcnr1wroceuquBVdPgrLn90dALPtKezKvAWzv//grw938tL/h+QeY7Xi1ckRLYWjych/YCEDnDdamInSAho0+0beTVO46LduC1gwyrdzWhu8Ytb+Pba6qT16ava11wHQY6H1gPorDXeSmVmnbk18wQgEWhp6arj0JfmGxajUMbR0BuAA0kbcS5sKwlyBTVFGBMfYitjybpxHFp7YjSPZmtoJFx9Sg4ZZS4ZRo0RuscXAaC74m+IfSbyR8q+nYarU96tyFMk5npfe2LYCpdLKcgtNtUTcVAGnqZlJiepLWEw5Smcglk6hd7T/KJGKJo06QJWMQkf3ojGenOpGzVLhvGOZmqaDvqDpvZvmV8rz5nLkpJhqEymGHyNVJ79rsB0GW938fZedaUaMpJWZXXcWWxOnC+U04Xdv/gOx9pTJ4WpUCt5zIi+TloRx9xtaa7CtgiK+ol6PNEfpQf3nv8Rx2j5aEwx+0YaCq0KYixx1aHxJB7XYsVui7F91vJx/Q7l/3+7ZPiF774pQfAI76WpT4UGO+OUupHd/79vSml7/2a3v991nsGmcVi8StePzpUSsGw8diTe9jqCMXpJN6sCxG5tqVi6OG6CXzypOKq71jVWYxocUv0YtyCFH2mvZf0O0RD4QEltt1sNRqi9EOMUfggnkg+xEmCc1TBU1oT+k0eWztUKHPTV/YytMqe1HkqUK2w1WH2h0bwItk0zOeddFzjf5ncfxlvOofA32PoGIbtxIexOWvprx+LzEGG1yefuTw7yyyO5/cJfupzjJMxtdv3SGniBkFFsj3RFdA1pPxzMSXU7l2cEsknQh+IQyQMs+lZCnNTVSmZnGgtSoX6xoPbX/fC8SpywMmBRo5V75EGU0qoCJicvdy8qd6lvCJFwdXECDpO5+KoLLMej+aqEwGwg8rQ9HIPjEjgGBM+JioroMetHzgoShRgF7dIKYjkRCaScnpNcVjQXTV7VZ9zc0Yzxv0YmRvZO1HHlgdyX+VApnUJJGLoccuTlzb0QQB/zaNzPv3affW3foTv4GsNMnwoWsFpSunXvcf33wY+sfPv1/LXvur1nkd269atX/9KXZEGyWSGZ+/AZyIPDkq+vOxZX+bJhs6CT5Vi20bOm4Gj0tEmT+0WpBQJwwZdHqCMRWuZnPRZlOjtaykrrpsw6YUMYTaVDyFR1lnWoXYclo6YIrV2kIZJsyN0633wF4LenSYnKU4BZiTkmVGFLZdIIIjTMOE51CQwBWQhcOHqBC+M43FHA/HeDm3mIfUtqW9zgInYw1t7xxaaq5kCYQq00TsYCzOPkGGa3oyE0+Hi8fte3L33GhK+E1FykPFsijcCjVYYmzcPqzBOoa1oIk+v0wa0S+LR5HIQz3fRbuYyPbUxSrbp/btLRO48uL45J1UHGLdkaQra5HHaYHXAGU3npSdTWAVeNgEzDQbkNbRS0gzdef29LEkpipMlw2VDdWTptpK+aCPn5WWHaSqhoEyI6hyJjBsR4dJ70iSMrbGLE/qrp+i6xpQWY3uUTsSeCSX/+u0VVVV9F/DXX35iPthSH21P5keAzyilPo0El/8V8L/+Wl7w/Rq/D5bJTTgYezIjYW8fWs4vAkMrTS1biJTl8pbhup2xJBGNSl5q15RQWh6ii9yveLTe0ofEto+Z/Su9F58fhrKYtVoPqtko/bAoSaQMcGcHgOfAdxP5ThlHShFT1NJ7qXYAgtn8TOUmL0iA8XkCApLByN8ay4iiHSTAtFegNP36GX57KROF3GeI7UY8v4ceeyzBxV+eztmK3gHe2RJdSHmnrJ5v3Jvz090Ltzoh9I3A8sdAFCMqPwQqu0aIF/h7l/xdM96o+TMbMDZhnASaFBImyOuYHUHxqZ6IiT2bwF2ekbW5WWqmUfXuCs2VYIWi4G1sdUgKnmSFx2SVoocJ4FhYzZAJk4tCT75LIFNJ5SNjAXzd99TlfItPvSK9028yivrIoI1kekMvWBnr5HBtoaYJncmZ+UiZmOglShMRtHucMMYysTQHh5jlGTDbD/sB/MZzVBlWq9XD97w4H2gptP5ouEspJa+U+m3AX0FG2H8spfSzX8trvmeQSSkd1tYyOlsMp++QknBKLreBoZf6XmlBRpaVpu0SD48Nl23PSVWKDIAuUCmAlnKkyVD087anzbDx83Xmjgxzw1epOXUdAXgha4vsMoiUttJLGSdMxpF2vKdNIXICo0C1LQ8kwOhyrzwaUsDHOGsIT41MJipA2LH5ABg2pwybc8LmnLC+JGzWxCY3fFcS0PzZ6Uzm03qyZ1FFiS5r4Su+RB5gnHapkf6b4sQXir5H2ZJoHCE/uCmGiVaQ+oGoh6npGkMulRT4Lk2gs3drOQpuZBekklA64RuPDlI6TUPn0YxubJ6peVw+/brO398JNBNAMIrYVgwDMXrpp4UAKmTYgJ6kh29VBYURdnbrI85KAzimWUT8qpMAe1gUbOLAwi0pD7Rgn6zDXwhpsbx/xJA5TcZC2AkuKc2Hb0rxao+9x9X1RB8A8nWV+VnIfTqQe6y/nKsgW+kpSwQRxKprRVEUt19+BT7MUh+pxm9K6S8Bf+mjer33DDIHB4ffbL1MO6KPDM9OaS/f5u7xJ7lzsOFsERjyCBDEi7g+FsvS+6uSdd/jKkOtLFEZApEhSR+mDyH/HTm99kJ8G2RkvevGkZCbfVnaqRF7WJYsjHCWom8J/WZOz1OUsSsQ/TChWCfovFuIIpt2U3k0pEAfA0OYQ5fTAsQTTpLeIwT69nLy6RnWz/FXzwnX54T1ekITp37An52RBi9pdsp9D2dR2cHA3poBcGPWMtIigEmOckLd5s8HghbWriLYYvpeimFK51Xfo9yAMn6H20T+Xfnjbwy25P0hmhucHTkR+DZgRrGqcfxzo8einJ1H3NkadU+QKiUZx9PLhGbUgg65Ke47kq0gT/pMHFjqAltonNas+yGXS1o2HJ9ewAmmxLwhJdmQxv6WtiXFg9dFXP76iureCu22hDYQng74PmFdxsa4nXF2zuBi1jgyRZ3hBz3YKhdn40YyZxVmcYhdVrjFGpIXuFCS8rVWCWPMMV/rUjv9u4/hes8gE4NfLWvH5Rqaq8jto0OK1T2edh3XTcAPCZcV/40Vpf+uTxgVueoGaiuoV2MUPsVMIJSH6elWMoKrNuwzqnd6BClB6dTkXXxSW052pDYdipDvgtBviL4Tun0YQClhUu/0S0ZvaLGQFSb0GGD6IEHGjQ1MEuYlFy6GntBv8NtL/OVTKYF2lj+7IDQdsfUy0QkjYFBR3J4xGrosxd8nb5nKllDEzOlx02hU20r6NlM2k89V+HA4Ga2hXGr67SzhkOK+KiaA3jn/OvfabpIER9lPPY66R2va3TKpmIPfrpPC9P2cpqYUSdGjskjpsH4u6NnQkaojjFugSFilBfBoIm0ImdEuf/zOB9jtvfid0b1SdtIP1kWFLkqZcBUWUxhCG1gcG/ptoNukqelr3MzC1oVw4Ua1u1lic/5sMd9Z2pZigHiDarG7FqVDKXXy0m9+qPVLWOM3hhh8K/eHqxRpGOguvsKde99G4S5ZLDUXZ9neImvA9kPi9oFm2weGWi54EzxOa2HVhsB5K7vBVetnV4N8b+xCOuyNKceLa66JQaJ5ggmZOjbDTLnCFCspm3Q5/aZPcTJhG5+BIUgwVCSi2q8lhNHcydRo5N7k5S8vCVcb/LrDNwMhN1mLw3lXGy4btDOixBci+mBF7Nq8o4+E0/evr1MK2HJFtAVau2kXS9Fj6hXh+lxAj/1A7CSb+aBryv53l5JmpS31rNhPfuhyVqacFSSs3imb4OV8Kb2f2Yy6xH5zPmGKRqCiMgVGCwbJap01bczEdh/dQ0cvpj4kYubANV7KX18GTmyBq2+jbcmwfk718DOE60sCG3Rl0a0n9BFbahlU9AmTNWqMUzKd6wZ5YLTBby8oDu+D0qQ4SEtgLiBf6KelIM+QH1KeVkHZeVJKB3yNS2VniI/res8go1Uy3gvWq72Wi9g++xLN8acBwSi4QkbXIAGiKmUCcHfl2A6e0hhqa+mCGLRtvZ/6KmPvo+0SvZ+bvVOKulPW726GCoXb3X5fph87Bh7j5EHUczbggTYOkwg4yAg95CmEgL/k9ytjJ9U9gLhjHRCaNWGzwZ9dMlxlSsR6YGjEDQFEznH6PE5hSjM3Yq3BHh1NzOC9cz/uusbl9FtkPFGgd9Jypd1cj+9IXeq+E/+moscUntDlqZGR3soNcvVLT5/OZVP0SXoKTs2j7HL/ptZ1PaODR/nTm5nge/BrwvYaXVRE06GGRkiivkXbkmQc4kQnDX9nNE4rjBJFP62yaHvesEJKDDFRQJZGjTQkFoAylsW9z9BdvkPx8NOosqL5whvU9w+I/SWxCZN3kzZq59rlPtJmCyfSBxy2F6A0ZlUJ8ZXcu8sgTlMI8FMvauziGlcOtJu5vFsUjlur6le++1X4gEvxQkP947Teb7pkQIJMUStS3+OOH7AsKu6tCp5fSoNzVLFPSQLF4sDQDIHaGboQJo+kxC57Wt6j6eMejHts9uodrNetleVW7TgqHcdVxdKIh0/wDaFb47vrCZ6/q0ymRtKdml0VRXwqTKn0aLO7m1rXVtwe4/Q4y29O/+U7EYnerombLX7TM6z3MRHtlScMuRoyshvSghukJrTLfa5JyrKgswSCFewOEHNTcSwrRylPoyzGmvmz7fRrBKzXSQO495jcOTVDxPRqljC4AQjWc4zYW7bQmFIE13VlMVXmgxm9z2qvFi/e8Dtgu73+TAykQaZKylg5Zm2JpifaZip1h+0ZtjqkNhV9LmOt1jijMSFOjMkJyhLFhG0IidqKR3dlhWZglJt0heE5uqwpH9zBn19S3q4x647meY8pNCkktNM7olUajCasr3An96ePEYYtpjjA7mYTShN2VAJ3lzHyrJRK0Xb9RzAWuuFa8TFb73pkSilnjZ6gDdvrRP/skv7Zl1GhpbKao5UWU3Mk0BSF7CadTzltndG5MAeaTXYf2PZxemC0YhpVl4X4+iwqzdHSTOZcVutp4pNIpOiJGWszQfRjmEolsYGdKQRjDjASK4cYM18qTPQA+XrKiOJ9fEW/fkr7/MtZ/a0n9f3klwzQXXu6a097HWnXiXaT6Lby980V2oHU9aRhwKyOpI+UNWIFYCjM9ITCE+hioI2eJnzw0md3mdpgaoMttRi0OaY/RSl/i02M/LFOxrcp5QC591rC4RHJ0hqzWIgA2A4vCJCvFRUq89Zu9g3SCIwLXsCIMNEx4tDSXz0R/yykF5ZSZJxpie3uXKCM12p3InbZipvndM53aCKmWGSKSS2i7bns04WhzCXumI0qA7EPhB3JBn+Ve3G5pyT/nRHZKU6UEl2IMJpZONzCMPJOjRWJ0RTDR1LnZHz0+/75xVjvlckcLEqr/ACDhyYTbN3xfZSpgW22PFV7BltVKaC5RWHwMdGHgMZM2Uof4sSTc1qRHAzZ67n3icKpSXV+5KOA4CTGpqyeOEKjE0JWaRt6tHVy0ZWe7VCzAlza2WliinlcLchRpSToOK0xOmuaxCRIgbzGJuVwug+ADK2USH2T6JocwLLVUJZ/pdtEilrRb8XLR1uPqQbSsEMXGAGA77MrjYHGak2hDNaU2DJNfZ0UBlLfiqxG32PafpKZfLc13vyZ/yf4ECTA2Epja42pLHZxw1p3sRSpCJenYGMtoGaBKu3KCdI/hYCxZ5GEOa5SmhnbwHD1DFMfEl1HDD3aVaQ0oFU1bTQAJ1WBVgPtjsi6j2LKZo3irBnoQ6INgU8dHrJJkUV9G99esrj3Ga6/9MNyjIXDlMIl0C7gahltjgjpsRcVrreYg0NSCAxXT0i+o77zTYRhjXUrUhqm+1JpS+wbUt8LK34UXxvRFT6iSO/XePxg65douXSwWh1EwIQgN2H0ke70LcLDK+4va96+7FgtNDGJ/IExEiwWxcyI3Z3QDDFNN8joqrjpPNZISVZmB8AYJZupMtJUiG+G0lic1tKUHXe+ScBaCJFx6EBpdEpQLCTDSQGpkw1d8jR+YD2B1eTY/LQDRmzc4eQAe82L/Av9U0Hcxl76Hb6LDF1iuKG82GwlPZZnKpc7JmLLQOxFsuFlS6HxJNo42q/4LF4epSdlBDvijaUylsJUmEpe30ZBQUffCeK476lXNcPFmuQz6jcBKqHzOOkmh9LVI95DYyqDrSxmUWAWuVdUV+hybuqa+mDquSilM0JZSJrEIMBD67KKns8gnbGHFLIOsUcNfdbPqXNGUxKHluRqsCWKRK2yV5ZWXHe9OHM6Q8PozZWvZZBezcjuf9ZsWbqCoBPl0asMm+dU978F7WqaX/gZ3N1bhLckc9JWE4e4R7EYb+VwdYlZHU6BMw4tKgb82IBVYr9y039KzmeeVmWbYWL8CIKMerH/9TFa7xdkzIg9axtozzoWzx7TXz3CHX+SuyvHVSM7Ul1q2QX1CARNlEbvDRKcVhhtGGIkREH41oXOMAyZ8DgjmjH3DiRlvbssuF0LZmJlClTsSQSG5hy/PZ/U5wGZ+Ixiz/Y4TyccOhTgcn8Mtd8XQFLt2XlATV9bFeKKeDPQiLRkpHsi7x19YpemMtpFjX1lk7ERSkO9UhOsfHq94CnuvrbTwBbAWkiRIe/4XRDD+TF4j0LZ3koJqozDjaLn1eEk6i0ZjezydvB5Rx135wi1ypym/M56VoLbXWZZTgHGLGpp9Ja1kE9vOCyYajUheAX/Mkxi4iDj6/EM3BzvJu9BdRn9nB1AvZSn2oapwNeZqDpey/ERm+xyIqCTMPgNU6BZOohEbB5pa1uiXIG7/5CwvqK4dZBxM57+qptSr+gFiGhqwfb4yzNS32HqQ7qrR1Qnr4vBW7ESPeXuejqhqijQpcOUHXqj9nWiRefHpHRD9PlDr48mIfp6rPcKMprQYd2KIUCeOmNv3cGt7tEhGcZhbcQLJ8jDVObO/KIwU7+lsnaaJHUhUBhNM0RWpdAErtrAqjKYjOA+WWRyXGVZFaPNaIkm4b3s0KFbTxKOsdtKDRzTHldJKS3i0eVKhJ6N3UHxKraDn6ZK4xKScgZxpfTu1+6mqjXCexmVF3ZUMDEBiv3nkNBH4pBpuTdY2dJvVwTShCtqvPSxivfRZHm/ZZdljniDPLTjsYzNTcW0e0/OmvWLt4leHKDrpfRcbDljRnZ2VF1UpEGBLYmmIw09Kvr5s8askRwGUu7eKuNERc/0qEEynxGp3W+eifayW0m2mnEyNy/RnghVZHqoT7c9BzsXYgY9lnOg3BH0spXFN37vHvCbHrOoph2kP3uH6sE30V09xlYHuTc4l/Gx3Ui5tBNMTc7YU0hkvKloUnxN65dmkLne9iFQYFICZ2WjHZ4/o7t8m8P738XbbFgUmqbUtENC9I7UpGIHYrAF4tljc6+hNCY3geG8GTisJM3uvAhxDyFxWFkOS8eqcALEUoYYMxGy30ypaGjXciGHTuDezQZlZfccuUphaLKMpAFlpumETCgSYac5OGY1uw3fFBr6zTNhut7IgprTLKGZzd+Fe7WfxYBICGgDrk8sTwzRR6IPs+xDilR3Pv2+F2wzjOWTHMcw2qMUM93fuAVucTI3UfsMgR8GwuX1S1+3WJpMEclB2CpMYTCVxdRiJ6xraTDtNnhNdTjzxHaQyVMjPi9lCpkiBRF931spZRqBhtSjrIib+aGfLFai73DL21Jq2YDO/TWTrVB2s1OrFT7LQRir2PRCFVkVludNS0iRw6KkLg5Rh4bh+lk+Rj39Per5aqcmUul4rP56S1FXJN+jqAndFm0GqA4I3bUgsfMmeFOr2ZYiwCayGYohxJhSenfhoA+43lsx6Bd3vXeQaTpdZKhQ14uq+/D8kv7sbRZ3P8PtuuJsO7CqNEqJAVdhFKvCUhjNYVlMmrc2k8iWzrEZhn1FeeC68ywXjtJo+hA5LN30M5WxqCQkgNhvCe2VlEkhiPVJsxWY+FYIi0prbFHhmytQClsdEboNxi0wCKCrNJqYNF0IIuGAcJXKHWP12SZVbuL2+ZdfSqnfnGW+0I1xcEICTkqg/QznH2/a5Ge5zJsrASHOo/U+iNd2HySojBIHo/f2KAUKsNAOUyyx9VEOMjkQ+mH2BlIKnUF62oUXNHkB7KpElw5dl5jsTaWrLLxeLcVraGeZcjU1fFMMwu+x5dQbUtpM+j+AoGfHMiqlrJ2jQQ1TAzgFL+P9YVYQTClOGj/jOqkdRsO1EvW8cQ3Zr2ks4YEdry5pspe3PoEylsGVhPU6f116JiqqF3qqKUT85TXWWtTQM5w/przzCfrLx9J7GtpZKH0819ZgCoNvpP8kGjMKYvxImik3vcA+Tus9g8x62yZXKQWJvIHSn28ZLp7it+eU5REntePxdceynJu048i5zDvD0haEFDFK0YbAyomc4lXXcVKVXLQdtxYFhdZsBs+tupx9jO2I0E20Z2/SXz2dDjBsRbNVaUPYrKcxqD08JmwuM2Y+YiuR+1ToiVhZWUfjPYUR+FRIaW9qsbdufFlpM5v+vIiYn4jJMYHNjeyYIfwvRZjv2oeMr5H/DDFx2Wb71CDI1rCjozI12LVoDQNYpylNJQJKQ3sjyOQLqRR2BaHtMUMQ0ziYMoLR+mN36eVB1kZeoauV2KpkOdFd0SRtK1Ic0LYg+l5SYBsIOx5NqqxJXZODy9xISUDqe1SIk+7waL+Swr4mz0JZTCG9mYuuyzQDuTQ+su86mf9zttpJ01xH7RAM7ckt0SdqTqfrvjMoy2P3NEk9pF4Q22Nmbe0JobmSIJN5G7HvM38tiZzGDjLma1fFYw+W8XFc7xpkUkrdd377tydXaWIKlAbabeLuyQJ3fA9bH0NM1M5wUFm2faAw0uWvrOGkKimMnZ7PUllRqTcKg2YbB47Kkqu+53ZdYbVi3Q/criuOy1J4S8oQQ0OKgX5zim+k0TpcPiVcXxDW1yitpbGZSx59sCKsr1BOZBZMfYBvLnL3XWF2RMJra1EoOhWmMsQozaqwLG4o1amMXemevim0BS0ylePaXPMyvuBLL30MsLjjpps1jVauN5DLYu2RpsmXf0m28WGXOTiW/xgV65wVwN4UZJi+rp1FVeVkw7r3OtUKM+rm2kLQxzdAgSDBR0UvFOfsLaWrJbHbAartSGtMKwZIdgqKKQpkIYWBYXOKXdzC2IVkcFpNpbg1GhPSnpzwyM4eSyv5nC/ZUKYPr7CHC8Kzq2kjAVEdjCmJvbGPhMsrorM4V+DPn2JP7jFcnU54p9BIuTSSZMclUqdqcpn4KNYv1UyGYRia5iquQJ7hroHhqmG4eMqwPWN18ICztuOolABijaLKimll/nupXZ6WBlAGm3eQZebn6HKUWVQsbIFTmkCUAJN7ML69mgKM35wTN9dCLgTCeiOGbVUpYKzNJtvStuhqgV+f5TF2xEWPOXiFUhn6JDICCyclU23tZHnyIjFSTQ+IMobh6aNJgEkbhbYKrRPbzYxU1mpOTgrHSGSGNO6G8r0UcgM5Sm+mOnmdl4cmWb2XprTekcAAKfWK0T/aGKwpRDypPp5lCcIwg8huLHu4mG94pURIvCjQRTFZ2Oh6id4JLuPSbsFoTsd4rSlIwRN8O9mqKG0F+9K+ONqdNT2yqvdoYJ9Z29PnXz/DLW/ljCbD91WmGYyZnFYEnRjNJ/WOdTCIT9ZR+RJO1fgZsiSFXZbEbmDYDHslU+g8urDiEOEssW0xiyWx2Qilo1pKn7AVjMz08kphCk0MEe00zeBx1r7IKfkq1kew/3zd1nvTCrQxrlKYfMH6Xrg54fKcfv2Mg4NXOCqLPQuK2lkOC0ehzVx+ZP1byKzi2JOIKF1Rj9oiaJySGUOBJoYW0T5Z45sL/OZMVPo3V4RNFobabAnbjtB60hAm2Lq7c4wuS8LVuRib5Xre1cf4QXozlbJ0uaG/KtyUJYwlh1ZKlPd2z8cN7o1IVWp0dvy4Sc3Rahyb768x2FT3lu+6k72scBv5XqJvm/sLRqFUwppIkbOx0oqpXK2LqTcDZAtVoS9M/CK7lenHS8TGzXI1ezOVoqNiyhWmnLV5djPDmZXsprJGR0vYbQDnE6VM7s/sZhRav1BPppQIjQSlFANudVuOf9dahQxMNBqnIz0ymZQe1nx+Q0y0PnBSGVo/oK1wv219QpeRxVO5aGYyqCmMgBl3sqDQDCirST5IRm20mNlZK+c4+Knpq5Q4QqAHlBXdYmUU277nKtmvSRAKxmnox7f1+94ESWOMrRRWQ+dn9Gq4XjNcPyPc2bJyJae+YVU4UkpiyZohjS4lEgNhaCYbU1Nk18TgMeWKlALGLSH1hBDQtiD4XuwxsguB317I+24vCdnbJ2y2+E2L3/RoaxjW3Syr4K7RRYuuK9CG2HfY1Qn9+hk2elIVsNUJC+vwuVeEDFfogscZsTlRQArtzZMC1jI8Oc1atyrjSuS921Z6AtGAinMJVb2oSTWtsVxKO6JUAC8OZ0cM0g6IkIRRid5HOjvysQKlCThrMKakPHhI6IXfNQJiRokMZa1wnHbIouwgb3eXTOvEOmaWoij2hbXGl8gN8rFcUtpgF0eEdj1Ji2IsSg2osiaqDNJ7H5OysRSTQCNTpnEzu1NXVGagtAPbPlBZjdHzpLC0esq0bd4Etanw4ZpidSd/dOEmybFnPRwjdIM4xBfR2GNvJoMqlbXErp1lOsfJ2cg7M5qUAZDbrkcp9fJx34dc8SMqu74e6/0IkmtvuWWtBJmhh2EzPwS+Oac6fG3CsvgYMyrXTEpyE6Zl2GLcgmF7JsGmXBE2p7jFCb69zCPnA3x7RcwjZ99cTGWSBJiMi2kaQg4wAMO6zyPhRHHgGC4atOvQTU/56gKzXBH7hr5viH2DfXBECi2FKXDKEky+6GEQ1rWWMbe6WenmcknU7fZP3cQFylgZayDqd0cvpN1IMQo5jULaME1PjFK7rYKvedn6iBQjZnFEyI6b0bZSruXjEcEpM9kJg3Bwbi4JMIWUQnu07rQvwqWNTLr6rXh654GtMha1PCB1zez9HbPoWHZ5TH5AZwyLGjuwu7t2bFnqCltoNr6ntIY6axc3Q2BZmD3wW2nNVMobNDPfKE2vaw5PQCli06GtJviIHps8kal6ju0g94IPhM0Gs1zOBnfaiMvnTvDW1kgPbkhoo9k0PcDFh7+K++uXbOMXYL2+/lK6Vd5yVpp03kPfJPHh0Uaav2mgNo42eIG35zRcx44YY8a0iIVstFuhAfQNptrilrfpr5+SohcTuO0p0fcYV9OevQnAcP2ccH2Gv7og9T3+8hp/NWcXfuvxbRSuSqXprweh6BtF/aAQdbquJWY3dbs8ob9+jC0PZrdII3rBixGcNVHJxKPaZxW8saE37vL987VgSQqNdQnnErv8xS6X48bMjPJd48SUEuX928yaKv1007/bGsW8dlgQmSMm2QwI67iznsKIKiGAdhW2Opo/y42lF9kbKiaBvGdHzrFcMkU9KQyOWcx0TFqa6iDZVyLJRGYnGGjtSMZJUDIFyvSMHAzlitmTaTejMlZQv9btcaKkSR7w3VXWn0m5LyNo8toaOQYl52bhZkzNwloKYyYpj5QCNxvuIBmJOVwRTy+mBr8GkkpzNpOPSQKjnrMZ54RRPomOp9zn0qQ+inSpUWy6gRjj+UsvyIdZKRHex1vrF3O9XyZznfl+ItcQwA+JsG4I6wt8e0WxukuhDMkIc1nKjAzNH8SDyDeXoJSonvUtyjqGy6dZxT/k8mkQUFNRSynWjVnLNbGVIBfbjpgtS4fNwLAN+HYkFUK/CRkzAvWJoz/fYrY9pumplivM6kiyqm5NWByzuPetAJjkJayMY85RMDxm4mX0DNfz6BxAZT+i7ryTIFNEbJ9gB3tls6StFUVKcv9UavT3SEtcfQuI2QJXcD2X7ZA1VKTJvKuJJPicNIm3y6h7LJnkgXC6EEuacpbDUFoTtJ3GxDeXzha+2hUCwXe19GBSnPWHb+KGdjJApQXBacuDyVFC24LkClIosO6WCK7nSZMuStKuO8P4kiZbEO+cs6G5wFZHk1uGQVFoQzCJbRxYOofNQmkhJg5Lt1d+OiVqvDFjemb5OzV7gFuLPVhkMmSDLrJjQYTJHdMHKatCJPY9uigmn3JgKqeUVmirIZlpp9hsO/q+f3nU/xArwR5q/eO23k+z79l68BQFGIE0MPpjhe0Vvr3ELW+Dkovmxno6tOKiODQM23NCuxb6e7uGmAjbK8ziEH99KmpuyxP6y8eY6hC/vRARJ62IzWZGq/Y9qR9IQ5h9hDLoyvei9TreJ+VS0V15jAuY0rNYFPjTU2IjGjAA9pPHdFePpmxGG4ctD6V5TCAmP/WRkr/BetTZTdEZAVXtLFfIPTTSLGBU/3+5TstYokgmEwR8lrMZowwuq/TbEepuEj6qF0a+Mc0j7iFG+igSFiMY0iiLtgWmXO7v3NqgbClZVD4OgJdZbOza+EqJZKVcYJ4sjUs8sxNKV+LjbRwqipOEKZZiHdutdyZaehLv0vVihuFPo/YSZQpi3xKUFteJyVs7gLJYpSnz521yFnGrquhyelk7gSzMciG712ESjZmb4q5AlZ60bXCHNf66kalSiJPv1E2B4TSCooyZiJ9KZ/COVhijSTERh8A6KDabzYfztnmX9Uu2J3N5efl3n4bin3nV9RPuoF6pPQ2V6Fuss8Qdy5AIpCC+ROMuFbfX2YeoI/leNETizNQ1iwP85lwYu8YJH6nbSto5DLI7jGbyYfYP8n2SPzt+OX2T5D5pEqu7mv5sQ2x7zLbFLA/QywP89gK/vZAgUy6pb30S31/n189pbtYKHr82XOfxrxKRoLFs6q48plDYQhGzbIQeM430YnBRc3UxP2QhB7XQzRIVuT8kdiAfDTdF25JUyHm0SDCIxu2Muccgs+MBZdyk1Dd/BimZdwPMmCmkHXU4pQxoUCaik2RBodtMr2PqA8bxXMoXUPzSD3Yyrh05T+v2/p1SICU/0QycklKkMnbSbj4sSkFGk6iN3VFYlPJ3/Gy2PsZvL7NVjcuuCR6Vz4ke/JS9pJgm//CdgxFTwXGXgVwCCO5IAbHtM84m8ObTM7bb7ec++NV7+Urs6xl/3NZ7Bpmrq6uf/OKzi/ith1ZfXOb+5JAInSc2W/z2kvLoIYmIHYVXkpQ/0ff47fkEa4/dlthuJaV0Tjr4KaEXS2Iz72iTStqOkNFud353ExbTwTRdz76bn9lFpkO0lx7TRFwTWL5WMJw+RW+uCYslul7ir8+pX/12uqtHM2o1v4gtD6Sn1G/lIQwBf7Wf3erCYMssyjWMEP9E2Kes5ExmHI/OUPVJSybGnDn1vNcqjMKHfbTvTTSrD4khCIN7ZHFboymU493IvqO27k1t2tE9QY8ypqZ44XenMmQKNkAiay6Psp876nluQRxk8wn9Brs4JpqZcZ2GzD1bHL14wckTK6V37olIUh6j3OSfVSiDNmrS3InE6d5wk/RVkiAVPbZY4btr3Oo2XbdFFRVpGCYgYmwa7NEB4XqDrgopk6yUTxMw6iVi6QlQhSNleIEuHSkDR9/qfAN87UEmpb3m9sdtvV+59HNfeHS2MXfuH0y4jCAugrFtJ4N74xZZqkGRkvjnpBRmoaKhlwDTirZJzDWrLkvidiOBpt1IPe+EHDc1HeJO2jzySW56YCDA0OAlU3UFtJsk+rQBaAKu0nTPN5hNj1k0mMWG8pOfBqA7fXNiEyttKQ7vCbI0T8JCl+1md/sWo1q/NWgXGLai6zu0cryuYMrHlc7Kcw6KxexN9G5rxJgYU1EYQ2UtVWZM9yFrIw/7L7F7SiJSOg0xTRgmp6XHY3Qhps/jyu4I8WZJOL6uq0VlUDtRtksh90dGWsVLgIsAObMQyL6SsthWGFsRw5ClUSWAjTKV7uDupIoXs62vzVa+c1aTR+O7hnbj4Cc0GG2xyhIRvNXImSswszxUChlNPQb4sJc1uYM79OeP0PWCsF1j6uU8cdM6T4gGkg9oZ2d9k90LYgyEIMBQpaQZ7D3KGOK2IXSed56dauDLLz3xH3L9Uu7JvPnW2+8o8+ABZkfcKPooTdh2je/XmOowd9yN7Fy7F88PmeA2TN322HVysrtOaAFtOwlQ32yIphAEXZt/R+dJgbYqZ9nSn9glJ/adXG+tYXkoX2suPHYbsFXAbnsWr5cMTx+hy5JU1gRkKlDc+5Two7LJPSBCWNMBxYlER6YWiMh0Di5lFqH2swWs6OaqKZPZ/4AJd/uujLD9MDGO5TPWWCXYjjr3AIYwQvDjnpzE7mlLSQJRHwJ97mk4o7FGiUqhHo3icxNaG0yxFInL3SbojTU94MpO+sn7WcxcLk+/Q/45rfayKOmF7XhiLW8Rhxa3vEPMch4jZwlk9E4M++M5EJjEsCVFJ6b3YUDpiFaWmDwq92rkZwdG5ZkUh4y89oy7gdIml5MBd3Qvv8GjCWkZmy16sSCs1+iqmqZJMl3aHSFmzd18E46mdsk54WUZw+ADgzYXKb3Lyf4QSzhuv0TLpZRS/NQnP7m1B3qltWiONBs4gSxQ3YlqWeghOQG0TVyT+QmI7TY3wTJPZ7L8E0Ef+R2p8YVENu4M+YYYRJFbVwXD+UYaZyGJ0VgTJuU5rQWjsksJydg5Ukz0TcI2icO6oHt6iam3mKqgfO216TMPZ2/PTZQRQJW5NrHv9jgouxnVaJ9BEpivtux1FqeEbCyZxt9NM6ZkbDRH3+EWt0hxwJmKQptJMmN0R/xql0cQghaN0oVox0z+SFYmfS8rmV5oLCnYa/iqidR58/0USnomeaJjlCEmj3FLtC2x1ZG4R2ZpCoBidXcqHSX4eUwpzV6xJ557ZWPQifnfylhSdqiIvpkkKJTSxNBNG1mKw4xLyrrQKQyYQvzbY7fF3XqV4eIxZnkg92WedKUwEI0hta0QObWWDdGYvSxGWQEdpr5DV3U+xsDbF2tMVf7013Qx80qJb0i5pJT6Z4B/G/gO4DeklH70g/ze+zpCxZR+5mlI/3BZQpMnTHHItXDbCMAqDBgttntjYA7den/XGaN8FntKyL6XYkTFOGnpqiwyq7QhdQ26rEnWopzDn51jFjK+GbbNNL52pSBux8nXSHcxRhT9xusOcHgLts8HbBmw1cDyEwXD0yeoLCuhrBh42VuykyU/ENYX0iPq2ymIjkvnTMYETeiimNMrCYLj8YFo5hqnxipib4w9ZXhDNzGm323VzkwPcp99ocYbbFf6IOY6fZaKCBilKd/DzlTbipTmhvy0snzGiOp9UYNYTYCw8dhuEva6NBJQBVZvVMluSNJ2gTElsahFpD1Pu9ziRCaVXvo02tVZEmL+3ZT9dlMMKG0J3WYar2vjCP1m4k5F37KnC7SL5RndIYYWWx3KeD8H2Dg08trtBr0Qbytd1aS8ISbv5d4xeaN0TmyIXUEceszRrfx+idg0fP6NU5qm+bvvejE+xBpF1r4B62eA/xnwhz7ML71vkGnb9se+/Pz8H35NHU5fCz5NeJU4dNlatEBRMBmskXfALDAtu4sW8MiQJoGgEcKutMLk2kaU7XdwESnhz59hVktU4QjNBcXKom1AGblJhi5gRAd6CjIjrkspWC6lL7K9Ttg2YV3k8JWC9uk1prSYKpcCzlDcv0u4fL53HlLIFrBZhDiOUoG5N5N2jOjDkFP8Yn7o1UikNBq72DntL9mBwrDFBHFZsKag0NKXAZkiCBgvodTY6I0vvEwYQXo5yNgQsTrssZCNMuzg6F6QwtS2JKU4MdjlmmaiqBpL2zR9LzBD+COzpKnaUa9bDz0mk1Cd0oD8twE6wOoSW4hoOEh/yrgV2gyS0eQSVrtqoqcAsx9WPjbfXqKNI2o3W6s055M0ReybHXmK3G/JansonXtQjtCtccsTuosGszyRnzOGlLWkU1b2m/pTMYjJnbHosoYYMIsVuloSmrVggQbPW5fXPH/+/ANlAh9kfRQM/fdbKaXPAe+J8XrZet8gc3p6+qOPYoifyCDYlER0KfZ+wrDE6NHBk0ZCoTJieu9KQrdGFSVM5DEvGINcFo3m86MEwUjEi32LWR6htMFfPZedwA/EoZdxdNtjmoGhkYxGZfZzUUrJJHpAWdPFSBZmeslouhaObsH2LGc0hZcMBKgfHuDPznPau1//67LccxeQE04OmPPXbKmJfl9dTymFdgr1MlfMqVzy4uk0tBN4LdoSqyvK3A8JVvRkYkpolbMUyHKh80uOfZmx8dupkB/2/P5GJjBGzTKpSQVSNCS1M38fj38a1aocYCRAjD8VbmYuIYjA/I0d1ijF6bbFaTXhqkRETEidl0M7cd8KbbDGQQpoU0lGkc9DCr00l1WYmnHjOQNAm4mSMo7gxz7PaPiXwjAHF+NIMUij2xQk32HLA7S2hH5DdfuThH4r5MhujT2+i798jqpqGIT8KAdmM4O9ghjR1VL+O0VMvZpsjd/adCGl9HMv3gwffn3IcumOUmo3uH1vSul7P4rjeLf1vkEmpfRzX3pyGr/n+ERvNnI9m6vIwRAzw1lq6DmFzRgSW6IzWErXS5LvBQeRnduS91lguUIvVuhaZs6mPsTWghCdwF/z+IDu8Ru4O7eIXUf48lOqI8vgAtpGhuySOMq4ZgWFSXBLa1hm1O3mGlybsC5gi8jB/QJTGvrnW3QhaF5lDfZ4NZ2L2HW5rzSLcY9L250yREWUSXs/M5aYsNOPUWoi0JnDY5nC9VKChtG3x1UY53BK00ZPaSxrvrq+zGi0Ny0DTmnh8JDLLa1nXRgi6l3v3f0AE5GAchOvse6HKdBIYNwJdMCj9ZbCzM3tOmdsz5qGpRNdn1JbuVGVQ1sHyUtvw+dsgjTZkIR+O2VfYx8ptNdE2wv5tt8KLsbGSSMIRtyPy4TdWigQ2k5oY6UNod9i6kO5H1MkVnkMP/TCr1KiEaOLEl1KX8dUqzyVsnlocEFYN3z57CIBP/+hL+JLVuJDBZnTlNKve7dvKqW+H3jwkm/9jpTSn/sqDu/9gwzw829dXCtzh2mCEwKCuu17Ge36jjSNFjUkh3FiaWGqQ2LfousVow1GbFuRcCxKUgyYhZRJdnmCXYjRmVvdwRRLhu0Z5cmrKKVpT9+guPdaBvW1xKbFbDvspmP4ypZqqehb4c2U1Y2MJsMZmtyj6XtpCDsnfZrmYpCMptSwHTCFpry9JKy3cw/iJZMvtND4VcrclhjFijYm/Hbu35hCGNvazfqx8iJyUnfH/aFveC9bwdrZPMGZX38Ic10+ZlAhJvoRp6LURAx82fIEDBo9ZSmgUiSpsZ07HvNL3B4QK1if+xtDtoYddjK+s20/ZVtaMaFurVG8c9lROk1tNYtcdq4Kx5NNw1EZOCgKamMppoaWRetI0j5vbjIJ3IUYjPKX0k9pUXYguUJ6OmEQNwRjpukagDIWjSOlmNX9PMYtUMoSfYOtDubXb64k4+624ved+48qJXRRzZtm5nyhNH5zjrKO7rKlU2mbUno5buBDrpSYKCVf+2ul3/KRvNDO+iCZTPv6qw8vY0q3EkqmNwFiHwXm38u4UbusZZAbmtpVO+bpXRZMeo45OEGZtSAqa9GJTSHgDm5jl7dIYaBY3ROWdr+hPHqIeD6PhLZI8j3bt36G4v4DQrMhbrcsmoFhE7DbQP8sA7IKCTRjcBwtjnTWJRq8BJmxT+MKJmDd8m7BcN2irZEx9UiSq3bSpLyUVoLiNIrQzDu5ueEXrYz0ZHiXoLW7Ru6WsRVKO4ytJ/JpNPti52MXZKzYAnmMvHPj7Topjt9KJKI2QJgEr3ZXUgb1wrwIEKxsftf5+11+j9Z72hAmG5Ld9ex6mJkESoJMYRTvnA/UuYe1KDQHleegtDzdtOLmWRZsECnXQpmpkavUTIcYR/9x6GflvUz2jEOzA+bLPb8xZmm3k9E4GUig0EZcPLWVxrcplvTrpzJ9ioIHUyFkWoZANXRRoavcT6sPZVSfn43oO2Kz5cnlNXpZfySlkqxf2mA8AJI2P/ROuPonCo7EYsLD9nxg0fYyxp6AXAmVrce1KTFuMTXOpt11fYE5PEbnTMcd3BUW9vJ2HtsGTLlC6VIErpTFk1Cxozx6FYDm9AuUD76Z2G0JzRXNL3yW6u4KW3f0X95QL6FvoV6A6WBYyw09Ts6JUOcbbLORQOOc8LIOMnq+u/LYMqJdEIP5wzx56L0AAndJjkaBTqQ+oot8SmMm0u32JJTaz2LGs5atWuX1W1S3JWZpBe/WU7rudNY7NiY3VvNbpXmaBCBieyIANvH0EiRm+5cQJUiNMhfRGAotGcZYPt080rQTcsbgEpJkMLs4jc3g2Q6B1keaYcxuRrEteH41BzydA41ziqfnmWNUajZ1ZFNHTmrL6bbndNtzZ1GglUZbhWOccu3zuOLQT1yzsZRXxqHcGAjMjFpWGtSY0Qj2ZzwyjeSJRl4ArQti7NFuQfIdxlVEW2aJDMmkdFFNkhi2PsQuTsS9NAMOTbEArfi7bzxls9n8xRduhK9yJb4xYDyl1D8N/CfAXeAvKqV+IqX0j73f732gIPPkyZM//dN3b//jvzocqZQkIwjZoCx1DcPFE5F9AOnuo0nJY4oFrj4hpUi/fkZxeI8hA550uSRmDktxcA+3uC0Iz+pYCHBAj6INHUtT4LWbTmR9+9MTruL6Sz9M8cprhIMrzPUVi/WALT12HemabLjewaAEizU+mP0gN7hHgk/uP9OuE65UhEH4UbZMoozWjsr+mUlr9Qtlg7ZmEiQiabn59/oy406q5h5O7smMTpLK96S+nfg9ajQgM3YS97bKUuhEyJO17bu0aIYdBT2tIKTZ2VNU9iL1Tr8kmoTTGpc/g0aLLlBe43954kxhyAZ0fQg0N7Kliybbt/SJboh4zxRoAC7PxdBPG/HmLnamcaeXgc5LYLq9lItz2Q1Z/U5jdRbK2nFHUKYgtetJCRHI6PE8cjSOtMPB2sX/KDWWoIk+hUmyIo3Ke8qgtNArQjYNHNnayXdyjbIutMkBxlZHGFdP5We/fka4vOBH3niSzs/P/8LLr9qHXyntn9ev10op/Vngz37Y3/tAQWYYhu//qYuz8CuqT9uYpK+x6mHzlSuUs5iDYymJxnRUaZSWEbSp5tH3sDmlOHqAdjW+uWRx/9uIvsPWxxi7AKSHcNk3lMZy2XVcdiI03gW5kT9xcECvC4wpwXcsHn4HvrlkWD9n+7kfp7q/wl632LKn+4rcaHUNupOHxHfjRZmrFWtF0S7jBecyJIEtIXSZIJfV0bRWk+LM+CIC1EJ0UXZ6I3GHTKpdpkaMXBcEJKhinObtqe+IZjvdsCxvve/1KYzGR43XcwAZPuA9N9r1eiuN25jtb502WJ2yeVr+jC/KeDHEQOsDbT7+xgfWnWcz7Aecq3XED2kqWcem+PY85HJT3sOVirZK1AvNxZVId4zN6nsHBZvBs3CBUk9sOWx9IseyPZfXzo6VKWaqSxgyJWXudI3qfNo4lLIEkjSwU6LfASMmLc3xSMKMZZpxkKkfI7eLvHkqY7HVoegVFQu0LmT4kZn+/dkFX7i66oGf/GBX6IOtd3HW+VisD1YupfT4tQf3T1n6B76z07RmaCOx7UVCYWgyUlSQoEnJHmpsTfANbnEyA6RsiSmkbnXL26hcBjQpcNF1WK14tN5w1vQclJY3Lzds+8BrRxVvXF6hs87KNx3cpahvEVYtl+sfonztk5iL59jLK/qrpyyPNO0msshE374HZ0ZXwfnzjX2bEZ5f7BCOfRcZhXrnUscw+p1MlP+d8il2M8lxKp9grxexlwW9Sz1tlieEdj2TEzNEwFgxu/NZTbwwkT5ojBqDfPZiTmmvWhtiwOcndsh6waNtzc0ldjEm8532y6e4k/3MPy8P5rrzrPvApots8rSvyaDEzVUk5OgXfWJUmQPoc6nkC82wUPghsVhprjeB603g5NBQOs/CGfoQiDZNZZ2c28goxg4CoiSGrCOsUWa3h3ZjqqQEnj3EuZzsfKC0hiEG4Z5NU7i5UcyueLop0OUSpU0WRFuidEkgoZQhxQa/veCLzy6xB8v/Pl2efWRh4RtVLn216wMFGYCozV/6Un/9L9yPJ3Qezk5hdTt/r80EwugZ4VmBhEYxkHC2BhSutihlCL7F1ScoFF5pNqHDKM152/J002K14vl24GzjWZaBdRto2kTvZ3uQ77i34lGzFuFyYPnKdzIcntIfPGV7+WPU9xaYssUUOWXfBqoKdC8N39DnDFrLM54HRYDIjJZVZpxb0HZ/HJ1CGnUS5smTNbMtS0YPjxKbKQjPQdjJL78ZZtTvAKZD2e208wbrcno+T/CsrqZGsDeRwkS6sF++jYE0xrl/M2Y7NkoPZzBjbyWLlEd5zdLMTevRKlcpyWamUilKL6bdVbMDNl1k3Ua2Obg0TaRv5XeGyzEIJNLozKgVOpdK/tITB00G8XJwJOd300TWZWBbBY7KEYyocNURvruS18yjz2lSl8+/2gmkSikJ2qactIkjEPKEbIghT2sCYUhU1rxgV3xTy0c2TrlWtj5CFwu0LkUzOgWsUtg8ff2hn3yDp89P/xQf4fpGlUtf7frAQebJkyf/9c/bW//csTnRMUHVw9BE/LanREZ6yXeE0KGtgFGGJAjTnohPiUJZfIqUdsFAICZY9y3OaJ5ttzzbdBiteHTVc7b2FE7x6PnAtokcrgxvPpEM4dW7js+fbiidYukM333vNuXBErc4ob96SvHqa+jFc0x9SXd1RnsdWR4qrE3YVjKaENhL/MfEwvuJegJIP3ZMsvdurjy6ZmcsrJydJ0eAGi1k4+wUmfoXGyjjwyEnbSBpLVq4k6OAy4CyTH0woncyEv+ktAk7TgtjGyI/2DFlYGKagHc6JAad8G4nyMREsPtBZ9deGERofTwNPotjtdmnG5jKpKYVfcFtE2m3Se6VZv9BiJdDTndlWqWsQlWGcC2v0WnoNpHlsSHV0tsZXTTzGX7xXI42KiPRc5clbswcqI2b5Cc8cUJGD0EyQK1GjZbdCaH0uCaTuTRnjgDGVZhihXWSpV/6jpgiB64kDA3NGz/Dj739bGjb9vteOPCvcX2M+ZEfIpOJ8Qe+tH3qv3vxLYUETUXfJPzGEzbZQWBoMKPZOFLbjnomQ4w4rVnYguvQ0/iBEBNnbUdhNM+3PUZJgDm/FtLjs7PAxVNPudQ8vhoIHk7uGd45lfdwVvFdr9W8cXXFcVVwVFQsH3w73eKIfvEIXT9hcb7FOAlOtvDYTaJ/DmWxXzLdvEi78STN/VNsPSrD7ZcZ2jlG06WJk5QSKogsxriUs1NmM754CkJaVNYIolgp4i6YzBjs8uSDXqoPtNo+4U1i3ABDzmx2gXNpp0djtd7jRgG5TxbpglgUrztPO6Q9m1iAoU34bSI0ci/EJkIupdJ1P58vJxq4ammJ20hwuWFaJapaMWQdYx+jWIConb5YSkwi47vSnSMdP/dklC3lTy7dk4hwSsDMgV4C7IzlMWpugMcw0xtSdihVWfZQgJMVQWmufc9m6KmtFXdSYPPkGW9vtxcppTc/gks4rV0DwI/j+sBBJqW0ee3hwy8Oqf32GEqebxSrC1jd9qw//zQ/JA5bH5M3XHySXa7P4s6nTcvKyRRiVVgerRtKq3l83XG28RiteH7lub4WmsD2KtfyzwKxjxQnlvMnfkLM3n/V8oVnHQf1wHHd8eteqSgPX8VUB9jqkKuzJ1QPjtHlmv6iZVEWdJuOxVJKIu+hyc//SKLUen/zm1buo6jdzMUatHMTNULZfY3NlMXLVVHMRKrRQmOMcGNJNZpmwwxZ3lm+uZrKJ21KtCkwRsalTsnEZTSlG03OpowjJHwYeyjjtOnFLKAZZifHlPZr/ULP1rg37+dRwLwPMkXqh0Sfey9DlzOjNhK3+bNvvQQZPweDtO3BGlTM5NnDLGLVR3yvGYb9DCsB6+hZafuuJejMLjfzubPFlMEoZfAkfJIgM/4Z/buA6ZxqRKpiHo8LPkwpjTIWt7wtzV1dsE2BTfb43gyeY1dz+ZWf4LNvPUMXxV9/+cF+9Svxy6DxO66m6/5fz06a33GnLelC4umZYnUYuLO0hKuNQKb7DSzuSL8lP1DrfqDzYUqrt0Ng3RuergdKqzjfBIyG00vPep0Dy0WkuwrELhG3AbpIl3V8lYHlw4LTpwFXRi5rxfEnDW9eXXF3UXFYHAKPKR9+M7qsUdUp/cXbACxvGew6MnSJy3PJaCa4i5lH2VpDtcylxUhudDulkDWZaVsINwspa9Kw0/QtK2k+ei/kUBDZinGkCpNX1O6KfS/76w79QBlHyONX70aBrdwIVobCiEyn/FvtOViO3BYf5kawUokQFT7fnSEqKrcfXZshzE1ek3BJvj++bkgvgu18TAw+4ccg0ydCNwr95L+7SGo99Fn+Y/zlzpO0EuX/LjI87THHlhREOD28V9/hptXtSMpU2Q3TCn9J/syBJhInpf+Q0gQyFF9tJeWi0ojiY4/v1yTfT4jiXaUBbUuSMrQZn7PuPVYL7SENPX/9b/4sjx49+jPv/iG+ypWk7/ZxXR8qyJydnf2Ft04u/88n6ahsQuIYw5PHcHDHUwNhfYlvLvH1JZRHAFOte9V5miHgY2LbRzYu0vvIdZO43ka0gvU6sr2OkKC7CoTrQNoEUuNRtSWc9pDA3CvYPh0wlaYD2lrz5rLnsg2se893362obn1SGnCuYjg7pbon6GNTNdhy4OKdgeVq37BQ69yDGV04MpnR7OA3RtEsVTixcC3rKcik4CWwjP5A+WtoM0eylCYpxnHdVLbfK6dAfne0BwG0K0VhbtSmtQtcdlAEyWR2zeYlyOz0mUasTJh1kefRdN79VaSy+0GnD3EPpCzqe3GCtI/Nx5jm8jMFSB7SzZn6EOTPbpAyWrKbEBnruJtBeO+08C5Lie4Lo5gUGW/k8mZgCpESQU2ZUcx9mJQgKpX5VBanDBZF8M3kA5b8IIhirVA5MGtTYIsDrrNExTvXLSklbi9KdBzon32Fn3p6mmKMf+PdDvurXYkXjDc/VutDBRngR794/XjzK8wnSp/gtIksK83jLwWW91tKwG/OCMvbFOUxIPViM0S2Q0ABl9uAs4rzjadpE92QaLZy8zY5i+mvI2E91uwDWEU670heILtBgXKaUGWg1CdKnp0Gmk7S9AerNberBeXBQ7qztygevIbOJYipLzHVluX2WlwOhnl3b7dQVCKdWdQaV88PmS4MunTT5EjX9eQRPf1MtZjZynF8SAaS7gk7GY44v8Up2Ix+2NPzo+JMIZ++pglj09KWFKu7H+rC7erA7k6ddlpDKBJKjVynF2Vr3U4famSCp50Gc0gv9rbG9ybuTOh2S8XxPKWU38vsv2le0u6S4KlQPNlsebBcvCSDmTMLZV3OYsrZNyrb6iplJuZ4yv8DpiZ3ZS2VtlgSMWYTweZCDr+9InaCZUpWeEvaFiRlaHzHO+st2yFQW01tDe3VOzz70pu01jxJKV28yyX66lf6xohWfbXrQwWZlFJ49dVXv//Z8PyfPTG3aEJk22lWS3j2cxuS/wKkhDu4S3n4kJOiZjN4CqM430ZCgm0XUT20XcIaxXaTA8wmMjRyI4YmkJoAIZFGOGsfZES8KEgXnWBUXpGeRPvc4zuNHwy3Dw1vXGwZDhN365r63mfQRU1fVAznT3H3K4bLL1HfKQltIPSRzVmGsy/BOBGXcrWZbl5bGWztMIsSvZD3NLVMEHS9QJcSbJQTN0Vg0ukN64vpe/kkyrRJ7WQzuSczPYRKkYKaAtrLlu+u0VkbRZsCm/syIOC8sWR6vzVmH0opBp0w+bCclumTyTRsoxJapUmCe1y7mB81/vvGe6gcsfShI17fECe2Ixkz5YbY+PX8mmamYjgrXuVux688kaSU2QWCGjOlPLsZjHZ1LpUckNnbKWXlPhHTclpP500ImVG0rIeGYf0cYiBsrkhDh0rCUyoO7qGMwxPZDAObfk4rjsoSOviLf/NnuPb973v/K/LhV+KXyXRpXO+8885/+MaJ/mdv2Vv4lHi6jaxqzeExdJc99cUFw/Uz4p0Oa+rphggJ2j4HlC7RdSK6NOInfP47NJGUm4Upi3LTDqQ+69CsOzCK5AxcyOHHPuKDhUPD03OfQWgSZIrFnQkAOJyLQVv54Bb2ekPYdmze2bA4ngF12ihMoQl9pFjJ69tViVlWmOUCs5oRzHqxwtQHsym9LacbfPTv1tWSqGfYWIwBNQyMSvZAdiqIL+zgYSuN48k+dpw2WYe3pXBhkIfH2gXFpMMyYI3CjlKfc6U2/S3WLYqbWLwxyQhpv0dxc5/UO8c/XuPCKlx+3+Mjw9U6TEqAuszN6FaTnBZUZExSMgGU2SXSafkzvk+pMQ5sRgRXVk86NCZPlUZlvHEpbTOOSaPdjo4wTNgY2Cd3Wq0nZlZlxc8gxY4YBobNKWFoCddnQoxsN0LzsDOC2BaHPO0aTreS9Wz7yL1lwVJbHv3Uf8tf+dkvpIuLiz/G12n9smn85vUj75ju0Xcn/wpYuph4+yJxeKA4uAvD2TXtl3+e4vA+y3vfKd7YJmt9JLEv6TPvqWslRR7aSOgSKSTSkP/2efpg1FSnp3EaoUA5Q1rnEiQ5olK0lzNo7MGh4+l2y93FglV1Qn/1iOL+6wD4+jm6viC88RXqOxVx5wppoxnWA8WRwy4lk7DLCnOwmgKMXmYa//JITOjHTCYrqcFsMRLNKOyVj8174Ti8JM2I4wOX5DMml0vGqV2Sd31rCUWFb+R9hYRXTkxqcTfw2Gz+ZPRI6NyZHCV5Ix+kDAkxYSJyvl+yMuh5r9dDlBLK7zQEKqdpC3mfstQMXcKXijgKCS6NNClTEveAysIgpaFaOnAaVRkICbWU27OsNWWx35iurMGgSWkuQ2VcrSAJonfkDOmiloavKTLdZZYwVWo3i8mvrSw6Bfrmgugl0Henb06CU2kYRFpzzGZNQUSx9UIMvdh6lqXBZPH0H/8bPwx1/XfT+dm+3OJHtMZN4+O6PnSQSSmlW7du/Sfv8OR3f8q9RhcjoPnyY/De88CvsUfn9FdPqO98E7eLmsuu597K8aVuNC2DZisTiJD/SGDZQYHuNvwqKzDdXVx+OwtIYzSsHH4d6a1iYxVPrjxKtSilWC0d5fFrqFGGsVjg65XQIdpu8sEBGM43FCcVpnaYRfaBXq0mRK45PBY/IMAujveo/KFbYzNXaxRRUpOoVyBurmTMPZ9L+Tsk4hCnIDOWTSOh0vj9RrAyBuUKfC6X5BgW2AyCLK2hNGZq3G5NFEDymFXqfbqBHMt+U1WmSvsBx5kZmCfTr/2gE1Ki94GD3MsKIeG9Fqua0YwvM7DVgZszliFC/r46dKisUmgWGrvQ1AvFaqFZlpqFM1y0HQ9WCwxqspndtUwRhwuXR9ejxW41gxl3sjCD4GhiSpTaoFCo2ON9Q3/9ROxwhgZ/IQEmrNeieCcnifLkNZQpGFJgO3i2fZxKl7uLmotf+AH+8mffil968vh38HVcv6zKJYDz8/M/8vkT+zu/tXzd9iFw3geWzrLewPYicHB2zXDxlMsv/G2Ov/l7WDhLH0ZEan6Awmwrq40SEeoEk8qUyalzr8TV4KAibbLXyW7jMK/UBVKnCa2GI7jaBAqrKEzHnXpgVRyiDnKabSvWm3Pc3QeTo2X/5BkAxZ0DmRyVJXqxzK/dYo9vYVbHmOUJLgPjTLXj8awduj6RfkoM6AxKDFrKp9BcT8eqrN0vjWIk+tl2N4VxVC//jsO+Ep89mku2D7PGnrQOkLS6waWSP2PMmEe4uR9yo66qnZWpVUosnaP1Xi5dmtnXAIcr/UIA8wriOqBPMv2in4MMgDvJspyVpljI+x7VhqPKsiqkRCm0gR2Pr2llvBbk8nWcKOmsdLcDgtICfpLujAKHkkYy0Gfv8+H8kVjjXpyTdiaD5vgkv0eBq054u7nmybpjkzfSWwvLsXG8+cbP8cNvPzmPMX7/B7lGX81K6X3G+7/I66sKMimlZ6+++urf9ubqf7TkkE0IPN4GfDAcX8PlGxvs4S/gfs1dfHfF/foOF21H5TQbLSzm+bXm11U6hyArLOfUR1QhsgrpukNVhQSf1memY4J6dH2cM4ChjTStYl1GOITztkVVsMhwb5pzytufwC+uif2G/tEbFPfztEYpVFGhi1KMvZaHsDzErI6xi6OJwg8QfZuJn8VU50uQ8ZPUwGhcpotq8noefXjmCZSgfkeJzjBEUki45cuV7MJ6nTE6OdOqVpjyAJfV9ittWTjL1skDUbpAOygG//Ib0WimHs4QEnUhHk2FncfihZFJib2BdF5lYFGZPbtvNpwv1oGTIzMFuI2F1il8oSeBr+Kuk8+eYIfzyPJYU1WaVQ40J1XBQZ4SllnOMo3i4rvmbyMIz2WZDFtMCN9p8oQEmUjCTW+a8MOa7ZO/R+gbYrdleP6Y2LYMF+sJWGwWJaREcVv0jQKJdS9o58HDQS3nor18i7/6l38ID/9Fejfrzo9ofe3uTV+/9VUFGYDHjx//ni+8tvhNv9p+l2qC4GEuesWz55qyjhw8XzOcPYLXfhUq9hyWjteOE+suCBnRKHRMRJ+njkblXgsCxrLIdKmQyKPGSK0VadxVixxonJbAZNQM3MoP1GXrqWyP1ZpFJQ+EW92RZmm9Ft8ov8Mnys1Cf3WKu/0Kdqc0srWUR6NIl6tvZamA/bFrShEfLgEpZVIM6KEjmuwBnU3spkZsTHsawOMa8kOoTS4nd1IPZcwUZHy1kt6Qk3KpcEsWzk5eTbULdG6GnqcEg3+xZBpXaRWVVVRWU2dc0MJaKmuweqfpyszEXrmS0lhKIz8nl6fH6YHn68C9EzmWCxfYlIq21vT588U+sbxn5UFRc8Z1+8RSF4pVZTip7XQcABZFHB0NRhM4pSW+pJmSofd8vHc64CpOejkp9iQiKUba87fk3J9+hdh3DE9PSSEyXDWYasQpyfWWhvKCIUU2g6fNmajRioerBdvP/zB/7od/Lj179uw/efmZ/ojWu0AHPi7rqw4yMca/+tPN5flvuRdv+Wg5Hzx9jJxtFcdXivaso37+jLOf+MucfPdv5TCD8+qiJaVIt9RcXQS0VRN2LSXFeKeFjXBYFBCvBjgq8iiUeQpRaGgCLAx6tBnRM5Wl6yNNH1n3ntL2Mk4EKl1hK4d2Nd3FW5R3Prm3Eyrj0MUCU60mXVdTHmKyJ5DLmYzSjogi7OAsxnnDOPkBeQji0Exj7BeM0vIKuQfju5gNDMapUi4vxymTypKQxYX8fFnLsZZyrNqW1MayyjITjfeZ8zNGlTidI3m9LIP5EieF8aFeOEdpzETKFO/IWV9mxJwcF9UkBl5ZS+06KtfzfC1Z1SfuFlwsPdebSNNmblKXuH3LTOP03T7Pw6OCRWE4LBwHZSF2s7EnEbIRXr/Xk5HPn/VdjJumSSO0QM6qjK1H2xUA316TfEd/9nbOYJ6R+p7+fEtKiWGdrViMxhwss5tpjV7c4e31FU+vB4FnKLi9sKz6K370r/41zrX6hZTSF196wT+iJULqv8zKJYCUkn/w4MGferw8+22H7V2uvcKnxMYnnp0rbp17wg+/yZ1fG+gu32H5yl1UqfjkSc/nHm+pCoU6MVxfRdJeXzPvRiNXyIiqnRgQKsL5gLpdopwiXnvUkUPVBrPQpJAwlZ4QuiMFvs1TqZFPghMMhAKKwwd7hm1KG/r1M6qT19DFcvLp0UbkF21xMMl3j6pwkcQic2M8CqOsaPkCFIKZCf126g+8cC5DIvo0qQ36LhFu9LnHEkpWjzIa5WSSpatzhmo5TbR0UVMURyxyb+KwECJjmIKU4F6mf6OwBsrcKK6cCHov3H4wrJSd1H1T8qQUp9awU4ZCWzywzIGorBYsneOg6DisJPs73Qx8y92a89XAVSZMNn1iGBKfvFcQ4swbKvKk68FyQWXtZEwXvDTTY99M05+pXlB6L8CM13TS70nj4DpJgEpCchzWzxjWzxnOHxObLcPzS8Kmo7uQe0YZCG2guC/3Q3H/U1Qnr9OmIFnMIA3fg4XmW28f8fwH/jj/77/xs5xdX/2ul170j3L9cs1kAJ48efL//P8erf6lf/n+3XJ4ZHncDPQxsu41zx7DawfQP7tg+4Ufpzy4D4vb3KpKvusVxeceb7E24X1iu04UlTThjE0YC50Rr2txXVRoKzD/zoj2iHaKvtDoUmEqqe/dgaFYaKpaiVmcVlMV0wyBIiPNFIqiMFmNbx8xGvprysNXsjePjCZlRZIuaVKgyyPbLnj6EDksC7aj6RgKp82krK90MYus5yVESj1FkRQjMaSpxPODEDjHG0cpMH5f0yYDqj/wOizdFLS0CnQ6TgM8hWQyVc5kFoVhVVgOioJl7rlUZj/g+PZSfKJ2jOqVKTCuguy1TX/NgVuyWKw4zMDCW1XHWdvz7XcOucriXuteKCd9SHzL7eV8npSaxvJL7VApENPMaA/DVoiKQVTHdpnxk9D4rqUOoyWwBJrQryXLDD3tsy8R2w3D6TNSPq7usqPfBCnhnMLVwqtSxmBK0Ywheb5w2nCxDhitePW45Ng6zr78Nj90+myz3W7/qw93pb669cuyJwOQUvr8w4cPP3txb/33vX53Rf/Yctp7Gh/50jNFCIHXwzXu1lPay7cpo+f44AFWa06WHU8uPctaE7IUptbQd9JPWRxqrFM0m8jqtsE6xfoisLxvsU6xOQ/U9yyuVBSlYnutKGoJMH5I1JWiKhVlHpOGlDhrOg5LRx8CbfS47BiolMbkq2TLQ0DjSXQpUCo5RW1KNKGnGfykAteFwEHhuGxnf2WrNZWNkwxJmYPN5CEF0pPZeSBE/iRNqnFjkBnhJ+V+jAJguO7RTprKqrhElzVDNfKzDtC2ojbjyD5wNjpe7qyDcj6Gwugpk1kWloPCsbCOKgP8HIoYO4KfX6e9fJvJ5BtB1xpXiWc10o9qL97ELW5xmJUQV8sDbtWe677n03lK1gaR7+xCwMfIq6vZ6wqUjKqHjWRPYZgmeqFbS6kUd9DTSk0NXpVH0kDu2YgxnWQ/cq77zXP85ozh7AmxbRjOroitZ/3OdvpoKSZSAHfgUM5Sf/OvwFaHDEQ+d3pOl6/bqta8frTg+c/8Jb7/73wJ79yfTSltX7x6H+0a75+P6/qaggzA06dP//Xv+9TD//ZfurOyqzNFGwyXPnDXWJ5dweLtyOEnr7j677+fw1//m1ktb7MGXj+uaYYNg08sKs2mESW1xVJTOgGHVaVmXSiqQgJGUShKJ/99WijKUr53fhE4uWupCsWmiRweGBa1YlmODoVqkjYYG5Wt9wQjjb/aOELe7cRDaGCIkdIYrvJDtR0Gtt6zyUEU4LC0nDVd1l0aU3yNjxaVS7bSGnFusNXUgFR2x4IXBJiWG9YvW10rzdD5+xFlPNrJselig68v0QvBeg31IcaJiDuIjYgvdm1jpRS5yXc5ynYvC2tZODdxd0BKlNBvCJ2M4sepWffsy/kzxKypUk6WIKY+xC1OWL/zsxQHdwCwi1ssqgNW1ZI+ewMcKDgs69zfmh21bRwFgSUkDJvnU1AZp3dx6BjFqWYL3XxuxwxmLJHCQMJLBhMDKQx0p28SuwZ/fkbMCOvt04Z2LXbAKmcxxoK2mvK1T2AWR9S3v4k3N2veuZzBgHcPLCfDNU++9PP86S+8cfno0aPf/vIr+tGvX7aZDID3/gdeeeWVn1p/56d/zeFbntZr+hg57wMpGdZrxeWX1ty9dUD//G36w/scHb6GM5pbi44+JE6vJaMxBgonyM6mF3/n+yeWZak523heu+tYFprHlwOfuO+oC82y0Lxd9CxLQ+UUz9eCtlwUAtxqhsCiMHtatsK83e1xyIokQhQRptpaLjp5iIWPImjOTR9Z5eB1uumnZuqoSldZPU11QFTXrHZ5EjFiNrJ4zUuIgJAzmWH2iRppPbtMW6UjxmbMRtmh62tCfSG/Xz9nKJcTGbBwS1Y7GjVGaTob9oKMfQkC2aY49T98c8HQXOC3MjWL7XqyHBlX/+gtaYjmBruulwzLI8zyhM2Xf1pe8+AWdnUbt7w1ARexNe3VVzBuISNnbeiuHkkIykFjLGn9KBY+WtOOmi4apvm3yi6YSQKWEvYn0ffT0+ibS/zmHH9xSmwb/Pk1oRnwrae9zip52dZYG6jvlEKQzX7tSTku20vaIXK9jRwsNL/x4X2u/t5f48/853+Ldd/9Nymlr7z0An/U65dzT2Zcz549+21/6vOP/7t/7VfcL7Y/Fmi8Zh0Cax/ZtIbtVaR/fkVKfw93fJ8iBg5OPs3tRSENyVG5fifA3DmwHJQWo+GoLDgoew5LSeOXRcOqkOnJly+3fOZuzbKw1NbwtmtYFGJ3etb03Fq4adohWUactFZiSlitaDKad5ST7LL6/iYDr7Z9YN0Htn2kcprnm6zwH0TWcpzOAFQrzXU/TJmNWIyM8pk7mczOGsXcJimGkIPMjs7ViFGEXFqahC3kF+x6wNQNYSlat35xhqkPsIWUHcpYKl2S3JzJ9EHfCDJ6Gj1X1kmZt7M99rkxOhI+43ZN7BpSP5qryUF2bz8VGVLA1AV6UWOWS8yBZFXNG5/DHhzRr46xq1vy3otjuudvoSuhaAg6V85Vd/aWBOWcqfjtxRxEciN4Kpd21AR3T26MAyp6gm8hm7L1Z28T2g3h6pK4lWDZXXZcPhrEvDAyEbbqI4OtLdXrD7Gr2xy++mv57MUZX7nsuN7IOfrErQJL4vnf/O/4829+ITy+PPuGZTHAS3WJPi7rIwky3vsfevjw4Y9f/qO/7u//zvZNfvQnNIVRXPaB8zZxb614/NPXPPiV0J8/IqWEW9zi1dWKy66bsoHSBmqn6YrIqrAclY7SGlau4LB0LF1BpSzLQlJ5pySYFMZSaMOzZsM3nRxQGJMfGp31b+WB3wyeytopAIQsWziKa4mUZMAoxXnbs81s2m0vyvvOKi62fnr4QxaBUgqOV3JzX2XE5whiq51IBmhTTLQGAKX1jYppRkCHLLMyvc8NgLPKWBKXOUJu67GbHrMWHI5eXuE35wx52qRsiS3lOACUUxRmFqQCMos741uUQaWAHzb49nK+zhfPCNcXckzrNbHpiF0uWzL1QWnF9h0JdqbQmMpilyVmKaWcOTygfeMNzMESs1phVkf0z7+CWRzRvf158UUvqj3SaX/+SLLAbC0bu630W3aDtdpxiEoxa/0K8VQpLY3ebkNo14LibTfEZou/vCZse/x2YHMqJ3zIIvM24/psZahef4A5OGb16q/kSfbE2naREOG1u3Iczfkb/Jm/8Dmayv2xdJEe8Q1aKf0yL5fG9fTp03/1j/6VH/07v+sf/279Xeu3+Ymfh4U1bH3i+bnCGLh8c4O79Xncr3lAv37G4vYxrjbTQ27UwEFuzB4UBUMIlDmA1MV8Qx1qK807t+SWLYhpIPYNr9SHkjCnwJbE3Xqx5xlkdD/9O6ZEF/yeru2s5OfZ9FIagdxMWsF1E+n6OJoSTFDuZa1Zt6PCXMJoKHu5YRfWszBuz9tauSIbg43ykJncNw5XkwSakQ868Tdz0HkPBYj3XCMtsFIWa/Tco0FY1XYsN5InDFt8e8mwFs7OcPl077WG82v8pp91e32cmo+j2Nf14x7jBlzd4ZbSw3HLa+xBTfPlp9jVFfZAyh+9XGLqJf3jr6CrGl1l1rQtiM2a6CRIK1eIONjIQxopBMZNT1pKuUSKAbIX9jgFC5kdH64uJ+3l/rLj6p0OP0ipmnF9aANHrzjs0mKPTrCHd7DFiovLS3720Ybzq0BVaBaF5jc+uM+X/5t/n+97/MXw5Or83/zqrtBXv9I3gCCplPr3gX8S6IEvAP/8B9HH+ciCjPf+Rx4+fPhDj1773/0PX/v7/ybN5jlffASbIXG2TdhzxeIgMlxsWP/k32L1q/4BUvQs7347t+uaIUYZWRrN0lmWriDEyMI4dAoZK7IlRS83//aC8ughobsmdGuqW58iNKcMvifFgfrw4eTBA4moS5aT5GJi6wec1sQkDd4uyM4+SoS2Q5wQnACbNtINaWKQh9yoLStF0yXoElIlaKyJ1JlBPY67R7kJIPswz84GSqubXMT3XIMXx4UiD3qGNko2s5UvmM2asLnCVxl1XCxEEzhjfm6uIntej+C0MDSE9ophc8ZwLZwuf3WKv7ogXF5Nv9ed9wxNnHR8Y87sxsGZcYrLZxFXRIoqZ3jLgWLZ4VaO5tE19kpKFbfaYJYVft1g6hJdl3Nvp6oI11foqkL5AlVURN8LPUVpEY+KQbKdGEBbCSoRiAHfXJHCwHD5VLzb2y3hek3Ydvhtz/Z5FqXamehpLbSG4qCg/uR97Mk9jr/lH+RZ3/LFs4arjeBijIFPHi84/3t/lT/5J36Iri7+YLpM+xH5670SJP/+P/YRrL8G/PaUkldK/R7gtwP/xvv90kcWZAAePXr02/6DP/i9P/aH/s1/RX/i6Z9ns+l4fKkZYuKqEX/qs5+/4s53Gdq3fg73nd9Dv3lKvbxPqVMGiWkx1AKWpkClAd9egdIMm1P6q6fEoSGsL/DbC2JzTWg3xKEl9HLD1nc+RXsh8PCUJF0ujx6K66PSWGWIRuxZxvQgpkhDziKS2IgMeWcevCj4dd2sXRt8wlhF3yVU9jKKUaFVojWJpthhdqdImUsmILOCi0mUXFktym832wl5cxozmTEO+SC65GNj2HcJ3wVCk0uXtiW2G0KbezTtSnzFRwa1LnDKiNTCzgpDQ8xTI99eicph7sGE9RXh8orhUr4/XOVJzFWkz8HOD3P/SN4nYR1cnEFZJsoK2k2grAPl0tNtE+UqB5+Nx616zMIxnG8w3YCpc7+n77MzQELvaOskPSJ5XZ44SQmVfDeZuoXmSiZJQ0fcXBO7hti2+OsG3wxcv92Im8KQbXKiSK9aB0XmjtmT2xy8/mt5PvScNR3rNjAMCecUdw8tr7nEl37gb/KXvvzF4cnl2b/FL8L6RmQyKaW/uvPPvwP8Lz7I732kQSal9BMPHz78gZ973PxDr37qNp+6eMz6JyMpKXyEywtYHMLmK9e4kyuG9RkAbnELqyx1xpE4JQ6JKgURJgeG9VO6y8cobYmt7NRhfUncyvebvp1EvNs3Pkv58JumAFM/+Az99RPxMrYFrr5NqUy2YJXVeL8H3ksJFqVm20URxvYClgs7JMMx4OhJgyVhTKLYacK1Xmxhkna45X1Cd4FypZRMuUGq7X502WVFT+eWqQ856fXGnUZx9ImY67jYDRJoOgkIsd8ShmY2mncKpdNk85GAeGMr9M2VBKqtoIrDZkPYtPi1RJT+2tPlpucma2oPXoLfXjZjoHBwfgFVBjxXDVRNpFwotueBYqHwXaTsI67z2NoxXLckHzCLkrBp0FVB7ISFr5VClfU0zlZBSA0pBvDS6I79DNqL2+vp32MvCaB93kmAHkTbmSRlkivg5LUCd+A4/Pu+C3tyD1sd8/zqip98e83zC7HscUbxPZ+8x+kP/uf8me/7adrS/v6U0tdFM+Y914frydxRSv3ozr+/N6X0vV/Fu/4LwAcSRf9IgwzAo0eP/tV/5w9874//V7//99rh/I/x7f01n/tswmpoO7h4lnB1ZP2FJ6ji77L8tl9Lo75IcfgKRXEoD5Ii82OlzOg3p/TXp5Mymb94Tri6RBUFcbPFb1pc2xK7gTR4ilfu0b39BTmgPC5Wxu3pvCrjcLrAZSh8aSxDTDgdsXq+YqOxQIzzHxi5Vvm/dzhF3s/ZD0AXohiG2XEHdmLCXuwj7LTT6CztYG1mRucHNWrJrsaYo3cCofwHs9AXkEIQL+gcdEPfYPotKY+0o9ZZ3mB+oZj5Vb6bJSmAydYlNp2MeHMPpt9G2k2i3YGabVoRutvdVLUSwnznIbep6KcRfaJeQHM9Ip8DMVMsRGRLtCdMVRDbXnyprBf3B+NltB2s/LcxMs7WBhUDsdsyWteG7ZV4jHcdYdMQmoHN22uG3Ecbr+tYwa5uG8qTkuq1e7jbDzn5zD80lUkX14HgE0Wh+VWvL4hPPsvmjS/zfY+/0jw9Pf2/84uwEunDTJdOU0q/7t2+qZT6fuDBS771O1JKfy7/zO9ASoA/+UHe8CMPMimln3n48OH3//6//BO/9V/8zf8I3flf4FOv95w+kxuraSAOItLUPz7FHn8Jt7pN6Na5ZyC4iBiFvh+GhhQGQnM13Szh6lKo91rj1x3DZiA0A7EPxCHD7/PYR1ktYtJOnAXqh99Kv36KKQ8mP25sTW0tMaVs8hUnkp7RL88sRN0tf+YR6JcDkPeJPl/03o/8phxAjJ1oBlPPoTSYQk0Sk9YlnNsR/E6g047Wi549ooCxc7tzcCkD/LIIVhiyKZns4CpYImrSVklJgGnRtxP2JfbbKRMCSIMn9EG8wRE/pb6DtpXNY1ytFxeD8ZZXCAanMJCVKQk7AXv0aKtq6BsRMlcK3MIS+pBh/FnszBoJoFGEqogSUFIYmFi22pK0uAmkKJa1YbMm9T2x7ehON4Q2ZBF5yWDGjNAVcHjf4ha5TLp9j4PXfw1Pu5bnTcvlNjAMYKzieGX41bdO+Mqf/8/4o//1D9Nq/R+nlM5vPg/fkCWp6EfzUin9lvf6vlLqnwP+J8D/ON30632X9ZEHGYBHjx7983/2P/t9n/vf/5N/+fj2b35M8WM/xfAj12w2sks315HqWOQmY9eyfedzLF77FQzbM2x9hBD5FSH0RN+SwoCpVvTtl4nNlrCWB6G/aBjWnn4b8K2IPokY1pg1KOqHBwxPnogQVSXCz6Y+xC7ytKM+pjx8KDenk7H2ZTvgRvHqrLMi1J00BZpdgNjuGh+ekVE8xEQfxGcZoMg0BV1U0wTFVAW2anFjczSn8Lsj691ehzWzbQvITa/Nji/3yxTEs4Kc/GcAFUDtmLkFL4EoI5yTH0hDT+z7nZeQHXN7mTOA3BsaM5Qu/z3EtCdsaGLCR0WVz2kfQHvQvQTKqpZ+DoDpE9omtI0irxkiKQRMXco4Ou7XiskPE7I3hTAFztCsIYQJGTycXdGfbyXAdFHKyyBysJk5weJIUx4X2GXB6ru/G3d0D1secXpxzk9+ZcPzc08M4GrF93z6hOef+6t88efe4m+cPn729PT0337xpH/j1tdXrUaWUuq3Av8X4B/8MHSJr0uQSSk9Pj4+/jf+td/5b/2hP/p7fjf+/JTXui/z1k82KC3WI+2lpzhM9I8eoxcrIboZRxxEKjHL5M0PRhgwh8eEiwvMoqJ/dI7fSoABaC7FIL1cKrZnWfpSg7JrtNOYymHqBr14RFxuGM4fYVbHuPqYMGyxtqbSlugSC2eyzOOAD9IA9iHRGYHjDz252TuzvXd7OSEmzq8Dh0sjpvYx5iazHJRxC5HMLDPDuy6xC0exzDapQyKEOaAZcVDhJfSjj+BijWPfXP9NpE2/J9D9ssZiSvubaIzMmjXjz5BEwiPK5ymzIt8YK7yXAGOM2NFIdiMBYOpUZSMnXRaoosjC62H+xfFzaLOXfYVmQxoG+qdnxIxf8t2sQBi8BJiRN1ceWhav38UcHrL69K+lOv4Uj9oNXzhtuLwOBC/TxG97reIkbDl9+4v83r/wt3l8fv5PpZS+Hlfng63Evlzt12/9fqAE/lqmbvydlNK//H6/9HUJMgCXl5d/+Gd/9G//K3/+B//2r/7H/4H/OeHij/HK1nP9VDytfZforzrc8QJ/fkp/+BhbHZCiz7W1bNO2XOG35xPOwRwe4C8uMaWlfd5hC8X2ItB3o/XsDGoTrEOPKTS28ixedfiz5/iz55jlkjR09KvbUi7UJ5NR+mEp7z2Z0KfEpok4N0cSpdQeKW3MNPabtWkC/E1LiWeyLpfUn/yVdM++JIjYZYNrR8xJAgLG5JIrJxN1buNYm72hciPVlQpbanQxkjGtKOeNxmZK54h7w5ogT2Dmn9n5ANPvqPln8xqnYCb3jsbESWvItk1YNQaajFO6QaHQev9c3XiLd18piWuntROgJcWBlCEQsd1OZWK4vCL2A2E7EHqxOo6DZLu+T2iTz12hqO9IoLd37mEPb1EePOCd5pqzpue6CfghYQwcLDX/g1fvcfZDf5I/8V/8Na6t+a+99z/0AY7867q+QdOlb/lqfu/rFmRSSkkp9U//u//O7/qF7/4v/0tz53v+CczxDxL/+y+gtBJ9lJjw6xZ7HPHnT+gXR1Qnr8tYcqcUcas7+O3FDBnPD4NbWLq1eGMPGb/SbucNebGC5ipiXMJ1kfbyjNX9Crt0pEEaiP3BY9m1U4IFLIoDFrVjE/q56ZtgU0XIfZXx2YyB6X2NVbOX9j73EYBhtIM1CW3LSQzLL44Iy2vsQUMahcRTolvP+e/odLmb2dgCykUu6RYaW1tMliLVVYkqyqm5rGwp+ip6lJ8wLzz0ytiswZLH7OMELAcqbbU0p52ezoMroCxlpL5pRagwRslUhpgod5wPRGtMTX2kwkiwHFUvtJZz6KoclEZNodFlblw5BUreo6wl9p2AGsNAaBqhN4SAv96QhkAcAr7xAhYcJLiIqef8msWBpX71BLNaUtx5leNv/h7WCZ5tOz77zpZnp2E6vl//qQO6xz/DO7/wBf7CF95o3jw9++f5xV6JPY3kj9v6ugUZgJTSG7dv3/7t/7ff8x/+3t/1f/3t1K8/4WQYaN58wnA9kFIidj5r3mr89Rl+cYJNCVOKJmuKAa0dxeF9lCkI1+fZ6N6g8kOtjdzwfZvT73GKcSYPKCTcNmELcHVPDBLgzGopNhe787/tGfXRJwS4lzOF82ZgWWmWlYy0rUn0JrHZpKlZK8ehMGa2iB0H5EOIhBFxSsTpYpJDsItj4sGGNPQMZzPQrTwwaJt/Z9hnaBsLtlBzg3JhsQcFdpXLr8UCs1hNpnOmXIhlr91V7B+VBMdyNDdXs6JfdBt0WaPr7O1UN5iqx1Z+CgR9l6jqXOLs9I+0VwxBRMwAlvkcGSWZz6iFVZXSW3JF/kyleF7ZLEExIofVTuROY62VZ+XJ+6k0i9tm8rAK2544BJKXIcOwDRP8QJu8KRSK6qTAlBZ35zZmdcTqte/mKiUu2443z1quMhvbWMU3PSz4zGrJ4x/7If7d/+L7eLLe/k9TSusXbvxv+EofWeP367G+rkEG4Ozs7Pf93I/+4P/xB3/0x1/7X/6m38L14X1S+31od00cAqa0hO0W5Rwc3ZZfUuJXo7V4FqtigerX6KKifPjNxOZnMPWALlpMESG7UCo9T1zGG7/Zys6fouz+3TpITEkJe7k/rh0un7J49bvwwwbrlgIGLBUndT8FDqcDWxNp7b6BPYh/kTVzmwDyoAcmY/ohRgrtJj1eWx8RVw3D2RPs8Wr6/Npp7DYDBX2cxroAyggvyObMxSwK7OECc5B1XA7EtmXUJzaVTNJG7yF5i3GyNBqdgbZBmMqITEP0XZZBOEUvl9i2J3Z+7mkMge11YnUwf2bbQDlIMzhEOd5VPfettJp/drHMJZedzduk7NOYYgYqquyXm1JCgdjT5GAzNaZTImxbaU7nJntoPdEnhm2YyaVaCrhiadBOUb9yRPHaJ7AHJxx962/CuBVnmzU/9eiax889fbdTJr1+h4sv/RB/8S/+AGv0DzdNswtO+8VbiTG5/Fiur3uQSSkFpdQ/+h/97t/92Vv/6R/mH371W0i//jdz+cN/HWU0selkxFxUpKEndBtsdZQfgpQfikR58EDqkxhw919FLy4YrhriEDEu4ArpxQz9fmthvB8Bhg5kQiQ0BXfdvHC8w5HA6FkkjJOH/nZdcrsuuex6CqNx1tNeehbZi3tPwS4/QIVTU78ixMTTTcutupAmsE6YTDGw1RH95WPs4S3s4S381RnKWnS5xS4zgrf3pJDmlorW6MLOwtaLeiIbAuKssLqNW5zk9zhEu8Usei5HK/+fdg4eMHHsC3XYxbFgbfLoJw0DzocZk5F6IGSHx0TXSp+o76SP5P28wY4uLuNmMJ6neiWTMe2UZBeVkbLMalROeZTJgWY82TmQJKUmYN14kcO2l8axjwwbsf4dGdVKK7RVlCs7BTJ7ckz9+nfilreJxQFvXl/z5sWWs6vAkPs2RweGX/WJBVV3yd/7wf+WP/HDnw1ffPL8t75w8/xircRsfPgxXF/3IAOQUvrc69/0rX/gT/zhP/5/uPWv/8v8mk/8BkK7pnv8BnGzlrR36MXfpl0TF1tRqytX8lCkCEbhlnfwzSVmcQAxUL5yG7tcM6zPcuMrMcr4hjBPMMYezTjtNF1Cm4jf9CgtkophvcEcrIQIONJaF4lleYTJFqtWawozUFlNOyT6fGF9YBJa2mV4W6P2+jMhJYYYGFLAqPnUu9XteRxuDLoo0fVmBsIN+3h9pTWqKPZ0W/TiAJv9oCbrllFY3FVoXZDQOybzsvSo3Kc0asehMaXAsD7FHt6Zmu67I/v+sqE8KVB6oFt7VncsRZ70Da1ch10Myupov6RSWrHIDgbKzAHALtx0TUTH2M4BJol1zK4ZX+wG+VoCYmRYD6SYGJoglzHMeCYQLye7tBTHC4qHDzCrI8rDV7D1MZdDx5cvt2y6TIJVUNeaO0eWX3X7Duef+yv8x/+fHyRq/S/+omFi3m19fGPMNybIALz1pc//nyLqf/t3fvwfqg5+o+Uz3/KbaE5epX32xmR8pqsluqiIYcAaaf4K9kOhMCRbUd/9DM2zzwNg1peQEoffAldfOKNYQt95lJYbvG1nbagRaxIDNBsoFuCbgG+2uM2AOywxByvC9XzvpBSpiyULBSiHLTSFMdR2EBKlHyUiEjGmvbJ4CInCqCnogGQ0Q4gMJlKNE5pyyYRnB7QrCNUKvVxPPk3Jz9MT+SGTwYW5X1IusPUhJjeTbXU0CUCRg5knEVKYRunjAH5UDLRKY5XDuJ2oiJicFccCAFVZ00UcLLOcQ9lg6w67KCgydyq0QayHe3FdWNySY0ghB6r85uXJjvTFTvqpK7f3750LIujkfic9BfxGzs+wCZNkRhjm4DJa7kiJpCnvHmKWC8rXvpXlK9+JLQ84C4nPPrvk2ZUXVG+Aw5XhwYnl1zw8oTn7Bb7/L38fb173P/Gld57+cT5u6/+fezLjSikNzrnf8Kf+H7/zJ1/7D/6AWn3ace/wASkG+svHxG4rfYC+JdoSpYxMfbTLpZMSOr9SlEcPsfURYSPESaU1iwcdYTtwx2ku3u7xHsoatusZByHHIX9vLyNhSBQLjbYBte2xmy1+R3vXLm9NeiqmWFGaEmMLtsPA7YVkEY0XMXEfZsmIyyZQOQHxuZ1sZkYUB56HhqOixOkKSibLDuNqQnU4yVvGoct4lXmrUtqgXDk7KRQLzK6zgi1RyuFJDJmTNMSIj2EHxyK2IKPWjtWGQhuK7ANt3VKCCmo6NmVc5lztMKTrK8xii7/uqF85IuTypWz9PDbO/aj6/kLS+jTbuxTHixdAjbos5guVMrgyCnAwtsMECiQlhk3+d0z4PpdSSRjhSmWgYvbkKo9LinvH0hhfriiPHuAWd+lS4CsX5zxfe3yQ3ldRwGdeKVkVlltG8RN/6/v4Q3/pb6XPv/X4H/sQt/03ZqU064J8DNc3LMgADMPw08fHx/+bP/zv/dt/8uh3/QesHt7h8N53UBy+wrA5FdsQpTDFgug7tKvz7p29i3WBUYZUrkBplp/8bjZf/inMwTFhs0W7Du16Vm3ItiJprsmRYBOCjE1BspowJHQf0S7gNy1WK0KOCuvrv0P54JuwyxNc7cVAzVYcVxV1tlFpvaULgT7MD/C4qRgtmUyIs71H2HmguhhAg9MVqhjJkqXY3+YGbBptWEf8PaCUQWdXRBC7Ft/tDzma5OljoNsRPfdxtkWJKaHVnGmVxuQszYo7IwhuSOmJzV0evoJ2FaZcMmQdX724IKyvsAdrzPHJRFiNXUfqeuLgSUPA3TrMnyeQfCAFCTbmcDU3cgFCRDkrPZexLIohI3+jUEdCzFa+Cd+GrCyYCH3ca8Sr3EA3LjfSVxXm4JDi/mvUr3wbrj6hS4HPn1+w6eX6eQ+LSnHrwHJUOb71+IR3fvIv8jv+0z/NF9959utT+gbLOHyQ9RHSCr4e6xsaZAAuLi7+1G/8zf/Ib/vTf+QP/gMHv+1f5d6y4l59iEsx9w4yVj5LLAqTWpEmUJfJjgKSvpf3PkVorqi/7btov/j30IWlaD22z+m699OkqW9lZKqzbuvYqxkdHGM3EK2MqMJ2i1ks8OuzSXTahg5TrFjUt1lYiydRGmFZ9yHwLAtRH5Z2EoQayxGTxcxjgj6Pi6depkrYsTdiLNaUJDczMdMEa5uBcr692Duvrr41NXW9MCb3z3vbT+BCyHwoNWv7OhOorWGIkUV+79pYCrtALQx6pEPYClusMNUBfnuJXZ7gV+ciubFdUzz8pLx+15Dahth3pL7DntwmZW2K5HsZPXuPXq5IwyDeVyP2QCkhuqk4jaSjD1NzM7RhJ8jE6RqOFCaRJxVLnWJlMKX9/7X35uG2pXV95+cd1rSHM9177lgTlaqigJIZERowGCrymCedQCdqArQd02aQPNAKrXGIiaAGQQkE1EgSW4mkDYoasQmk6QgS5kECRVEU1Fx3PPeMe1rDO/Qf77vW3rco4DLc4t6q83ue+9TZZ0/r7Frru3/T9/slPTBA9XKyo9egB6vkK1fSCM3Z6YRz05pzI0NjwiSpl0kef2TI4WLA9NRn+edv/l1ObO79sDHmkxd4mj/08XCX3/x646Pve++zbnry07b+y7vevfyc591MqiSrxSpZvhyEqWw959pEG4s2HAR7UR18jnU16jZa9fIyLIMta1xM160JrN5wnbqudJILboneQzOz6J7Fyho7q4PfMWBG2506vjMVOi9pJufIV69CyZSe0BilyKRjuJyxVc66jMH6uUMAzAGnVeCrrMB5g5Gy85huje7FQtbSHWer4u8dSbFGK5ztgAZLE9X9a2cpTfCHqhaapLul6Y6nHSknUqCVZGYCMbS2jiaCYJO44Bwp065ck0kfqVNkOndDMP1VTLmHnY1Ilg51mjS2muCqKa4uQwO5nhMwQ6O/QmZF+H1d4WUdQKWuO2P7MCmycbHO4RqLrcLWrrOepoyg2dEwBCLKZsokjPlVkZAeOUR69FHo/iqDozchZMbmbMzMWKwLYKtTwbBQHFvKOF4Mme3czW/81ltZX1vd297e/r8u9Px+yMMTMsNLNL4tIOO9d0KIq2eT0dbVj7pa1vZ6rlyuuW55BZEOUd7i4wUT7EQtUmgczOUOVIFzFdnSMarRKRASt34cV07oXZdS3XcfCeCavW7k2iq/tQ1U7/15G7r1qEY3FpUniKoBIXCTUQA8Y/CmwYy2ouD1MCjO6Qwl0y4TGaYpxjuMcwvlUxBLd3Ce3CfW4ryjcXOACcJd4ss2ctu+xTDJaIQI/Z3497R9niaOckrjYgnnuglYu6czqRZ6O/G9dEtfMI5aO+qk3enxMbPRFJFFWLuGTCqSdAmfhLJWZUN0b4qtJyS9VVw9wzZTksFBbD3F1VN0bzX8XAWBMQoCz0gqnBDI+DnRNEEbxntcVWMnVeztBIZ9PbUdudFUfrF1M18f6AVWe7aSo4qE/FFXofpLFIeuQ+fLSJlxtppyejJj1jjKxlGkkpVe0H++bmWZptzmve97P+//+GdO3PL5266+IE2Db1e0SmuXaHxbQAbAe78rhHjsb//KL9z2j171BqRYpZeMWc1zejIJzH1vo6WFIxikA8g4nPABeKQjKVZROseW4841MFmf4uqaQZFRn9vDNRZdaKoFnxxE6Ml4T2Qxizj2DN+YSIOdBi9kbwx2vIvMe6T5gHq8gcr66HQwl27QOT2VYXHnkSKti7fdnPXcuiU0ziPFV/8Wch5WoyfSbl11DeQ2IwpMb9sBSW0D89u4+ZjduvP7QWXjEAQlv9ZpoVEC48Ix5VpS2zqAl7XUie3KvExpch20l5PI91I6x2VDpMrwukDZMOlq5SNsMyPtH8AmOaYah0Z/b3mu+WINNDXe1/O+jXEdwNjaYWsfGdSxPFqorlpvpLQfZTNyRXpwSHo4jKlVfznsX+UrjF3DdllRxewtT4K1zg1rQ5SUaNdw62238Gu/9R+49Qu3f4f3DwXH+ZuM/Z7Mg4f3/gs33viYF/3+G171thf/zC9z1/aE3V7Nei9nNStIhQ7Zh/fdroYQBJFowMflAJX28M6Qr11BuXU/Mh/gygmi7QdEMStvHbqfUO9VXaNRzFy3pyGk6CYf3np8Y8Kyl/e46TRMVJzFjDfxpgpezHnZreKrtE/SO4gSCiUlNh5fIxxKRvGq1rCMeTnVDgac97GHN/+Gbh/TlkpugbTZZkqNDaDTyoXWkTVu3EIP5gEgE6qRIHre/t46gXWiey7MpSrKBRDLtaWwhkxpMqXIlAIBWuVU3qJlgpIp3jdIneKSAtnMOmsThMQAvqmC8t4il8oYMDZ89rUJABOZ09UkSjREHZpFUqqKNsY6k6hM0rv6ILIoSI9cje6vka9ehcxXqL3l3GwW7XAkg1TSTxUHiozVpEDgOHfmbn7i53+J2++486ZLbh/mwcKzP136anHbbZ//jy/5ob/3s+97228+5nte8lLKxjGuLdkBjdYZiASBxfswgXDeIWUougPwiCDBqFKkkCSDNWw9JT38KJqtE9Af4psmLLQZG0WPfByNAtSx70M4Wx8wOjWjGaoxQSrTx01TewK/uo7MZjhT0bCJytqJWPAMUiJBAV4opAw2uBJLphTjpomlUigL2os8cJx8J1ZlI+BlWrJbxh2UCDB2QbPFOh9H6OG2sfF+R9eDsQv8ojZcHPdKPy8f22a467Kw8FpthpMq0fVuMuXItSSLpVSmFMa7kOFIhRYJEofSCqUynKujZGaD1Bk2rGBjp3u4KPNpItVjEWCCPEPov3TKhC1NITKpW4DJ1nLS9WVUv4/sD9H9NXSxTJKvsGebYIdrwiRpkAb/huUsYT3r45oJpin58Z/9Fzzzu575xs9+7pbPfdMn+EMSfr52fgnGtx1kAH73rb/9uO957l/Z2vvk+1eWnvLdnBs33JeMOT50DJOMJPJWvLN4H/oY3pkANFGUqP2vSnvhZ21JVo9ip7skR67ANzVm+1x8rOv4LQ+88px1c66M9QglYlPNhKazC5mFnexF1bU9ZF6EzKapUXFnxeu4s6KS4CApVCeR0HRsR4v1oIXo1OSsmzeGWyCxzp4HKGFt5HyQsQujehvBYhFYWgBZjEUNHCXb0t7DQnEQMqtQeoUsKopCOWiUwzhFoz2ZCpMp7z1WebwGpCchVcQ89AAAJZFJREFUOCE439CarwmhwuSwVbWLAllmewdXm+CDVIZaqIpyl/XMn0fEbJnbaS5QiaB/JEflSVgKPHwU2V8iX78GXSyTL12BQ0QbHIuWEiUF670CgaCnErAzvHf80hvfzK233forf/b+P/s/L+TcvSRif4T9tSPKQhyr63r6N5Uke/yzODMOI9fDfcdalpMKhfMVztT4qN7mbB1V+FUn1+lM3c0xZZqH7EIIvFKopRW8aUizDLMbl+zyDDOedWevIhDrwv5fCzauW7JxhHLNlWdRgz4yy/DWBE3dvKHJBzjbADtBnKplP8uEJDaHU6XpXBK6zyCYylkxP1navk29QONveytuIUuJdJ55SdXe9udTAdpQixIMXy4XE9/bo+TcL9v7sKRmuuMLAvEezhuNKxlY6MY5lIg9n/AKnZuE90EA3DWzbsoU5DFr7KzBVgZbWaq9KJO5UCJBXEGQoUTKBgqdK3Q/RRUZqpejhquoYols+Tg6X6ERgrEpMc6R62D810s0PZWgbA22wlnDa9/0a4xGo+bs2bNf0+bjUgoP51EtLrW4JEAGwHs/E0L0jbV7z5zN1KOefjPGhsbl0nqKkhqlC7w1mOhg4J0NTOGmRKgkil3F7VSpcU1Y6HPeRasMg09SMA0qasXiHGmRYyfTrkRavDBFCzK+FWsOJVdwMqzAuaCWbxq8tZhsK4zgAZ/WATycxbfbuCollYpQnX35ieG8x/l269iBBS/pgKbNUtyDZCbzYw6yCuF+EV93fn+mxYM+Z/FnKR443YrUDO9JpIhlXsyihMcIR6EV2QOcF8Jz476LM5jZTjgeU+Fmk87J0c1K7KzGlg2mfADALC48iygNkQryoUYXwaUyPbSG6vVID1+NKob0jjwGleQ4ISltE4gpQqClYjnVpAicrbDNDJkUvO7Nv8a5rXPuD97x9tx7f+nWHg8Wbdp6icYlAzIA3vupEGJJSzkepok49OTnsjFpuE3ucHRQcKwYIJQGqTCz3UBBqCehbGoqRDS0b03bO8sMFcy/VH8pCEwrjc4K3GTUTTe890EMyftgvzEtO7ARiVpwAoj7GMKF5qQPboUiEqOqE19CZgV69VDkHBl81qCiX7NPCtJ0CSnDmLpdsJMibL0IAUq2UyJQIvRCbFtiOYElZBktyDjvkYB/oJESX96HAShS+eW//AqxmOmkSgSpBjnfFG4br1nMEBIpY6YWd34QeFeHCVM9wdZTqo27sJMRdhw2id1sxvS+4CRiyqDXXEa7FdfK+cb9pqBkF6Qukr4iXe2RHj6A7PXpXXMTKh+SDo+Q5Cs4BI23QSxLCBKZdODSNDO8M0hd8Av/6lfZ3DzX/PEfvuPyA5g29sulC48INIPamu3nGpte+4yb2Rg3rPcyKm9R3pP2D+JNjS3HnfkYgGjqsIafhWkTzs/V4VqFt6wXxKcJ6m+2nLRv3BmIzW8vNAES3/k+E7/JaczC2rDH1nWQhfQeOx3hrY0uAQ3NdBudDVC2wTtLkq8gRRgFN7FUUiIu5SVQx92XdhTdT4Ne8F5lsG4uYr6YrVxIDPOFxcaFfs3ibei4hV30kpatPd+vAUiUREtBT2sSFfy0UynRUaHXmSmumWKqMWa2i5nuYMe72MkYN5lgxzPK1kEgNnmrqT/f9D5KaLRSmToT9I/1Ub2U9NBBZK9PcfVN4fNN++hsiIHOISKViqRdXLQl9WQDvEMXB/jlN72Zzc1Nd1kDjPf75dLXGxFoVhViO1UqPfa053JiNKNINL2kT9ZMwsVbhR0WNx2Ds7iqQmZZEFnqRW5NN/qWHWu5M2oXshOrbkW93SQ4Dsq8F75pu4mSRcyvyvmxxjTVGxscIZ0L2U06Dr0a23R6B94EwFG2RiU5Qobdl0woVLxAm2j/0ThL44JPeBPf1zjHMNNY59kpm+4YHuxL7IGGBSt5ct7trrOyWH4t/K79M9vXXspiGRpfVwm5IOQl6CcJWsgAlAi8N9Tjs9jo42TKPcx0FzcdYXd3sJMpdlphpzXNxIQpUuOpJuf3X1qAkQqKZYXKJPl6D5WnyF5OcvgKVDEMDd7lK4KaotBAMK8TAjSSZrYZyK7ROiUdHuXnX/+rbG5tunf+0TuSyxZgIDZ+L93DvyRBBuZAszva++JfM+bY8C8/n1vO7vLY9SWKbAWdb+GXDobx52yKm0xxVeiFyCzF7o2Q/R52tIdaWkHIMImSWQ98sDMVKkEUyVz0BOICRtjLkUUPO94NQOIsMstwkwBsXQZDABohRfg2iT0dv7ONGi6BNbjpCJHmyKwKvYhsFrZegWzleKBHiAQtFImK0xulMN5jzyM1uq4ns1Zk531em7PzxfIPFuebx5332eLPy2La221GE3ZzwuOW0vS850HYwhYi6OsMddY5UUp8mP65QMGoR2eCE+VshJ0GsCnv+BIAZhr6L7NzVRhRN0SHzjmG62gZng/C7ovOFfl6n+TgCunhY8hiiMoH9A7fEFYHVIYPrt4oBHiLrUcY7zHlLvXeWVQ+oDhwLa/+V6/n7Nkzk3e98z8vXdYAA+yPsL+JiEBz/dr/++7xUpqKq57xXE6MphQ6YWnlahCSpneO5tT9gblbVthJBeMSmWoYTdHDHq4s0atrUIUGcfiia0W1NTItgl6LlKh8gC3HoVfjo/WGswvWLDY0eruGiJu7lcWsR5hwwZqtTWSvh0wSRDuBMhW+LjFsIdIcW0/ColiSI1UaGsJSo4QKEzVF9NIMF3mwGPnycmb5AY6UX6mA8t3rdJ/xfAEQv5DFePo67R5//muL2LgWKNfExq7BEhu6zYzp2S9GP+5JaPBOJ1QnzmJLg60MZhYuiumOxVmI+lwdt6yT5Yzbu7oIPKT00Bqy10cNVkhXjpEODweQTgfdX62ib6s1M0y5y2zjToRK0cWQ3voN/PRr/yVb5zabdz8sAAaCMp752o/7NsUlDTIw79E4U42/d+d+8eQX/jC3ndvhhgPLrKxcTTPZxK5vUp8+iSubjkTn9mpUrjCTmnS1Rz09iV5bwTiLSDOS1SP4ukT2loOFbZaFJrHU6GIZU4ZSSfdWgiDS9ikgCGv5psKOdsNiXws6zi2Q+ubrqG40hiJHGIPQFd7UOB1GuSJJcWmOme6SH7wmiEwR6AnBXUAjpEIu2pa0ecN5058HgxT/Ve5bIIeKhdJpAX6S8x73wNcI0NPMtmisCZlLMyc/zk7eHljY0dzelSWz+7awVaAHmNox3bZBGtXNxcSEAGQr9B0AZnAkQxcJ2eFlZFGg+kOKqx+LygZkK1cgVRqZ+yIcl2toqj3q0VmcbTDjTVw9I1nqUxy8gVf8wqvZOHN648/f+54jDwuAAWCua3wpxiUPMtABTX9pONz7whd/Wr/wx/8Fo7pmVNccP/I4hNShf+I89swOQFhFrxwqk5jZHulKjjNb4ZtQCOxshMyKQPDLB6E8SqMOrkzQ+fLcFzoywr2NjWUTyi6ztxXG4k0dhGoeuOTng2KetxNkngVP7ipaxUbrXKc1QqdMYgM7O3R1mI6pUM7JqBkjZNKt5Xc+SjEeSKZcuOOBv+gEwFhgegfvcYkSAlNF+9/2DmAuOt5t9VDtnMDZBm9rXMzQXD2juv/OTksGwJYN05N7oedSB0a8qT2zaQAY7wOTQLbWuwKyIlijFGsJukjQ/ZTk0GFUb4n04BUBYJaPzwFGSLy32GZKMzmHtw31aCN4p3uHTHPE6qP5gX/4Ixw5fnz34QUwBMy3+43fbzriHk36vOc88x2ve9kPv+Cfvf430YMhZVGQr16FvXaP2d23Is4G4zczm39r6lRSbc3I1gqazW3Sw+uY7Q3Sw1eG17bNnFGdFN2ujW5XdL0Lgt/j8O3om9hbMcHU3msdgCbLwlLZrOx0UHBRlqAxQfGNCAoqSllG86HWYtaOtknWr+h6Rh3IxNG9kDpKUz7AlI05GIQbLYCIL/u9kCoUPO1rRPAy061ukfG85zAHmGrz3m461wKuq0u8qanuuz/QAaomUgIMo9N1cMSM2bw1MNpbOBwxB5g0hywP1ij5SgAY1UvJr70G1VuiOH4jKhug86Uuy/OAtxWmGuFtQzPZZHbvreHvsJb0yNVsqyv5+y/6ATZO3v/ij37gfW/j9y5pTvU3EHPf80sxLhuQgbAZDLxwMBj89Vf8/b/zJ69741s4m2iu6K8wvPJJgdk7WKK69+6gJdM0CBHU0xKpqHdKci2p7j9NeuQgZm+TtBiCkNimRBcrgQOlU/CB8CiQgXPjPUUW3Auq3RM4U5EMDuCaknr7ZNhaLWc4IYM41XQWBa7jEp9z2Cb8TsZJj4hXWCeULYN4ttndRShFsn6kG70jVdDWlRFsWhCQYiG7mYtaLWY7cyuV6Mka72/N3prxZges4b4HkZnwjvrc/aE/ZQw+Kve5psE3DeV9G5EtHXRfbO3YOWM7MXFrYTyZL/XF4oZEz3swWoclu+GxAj3I0IMCvb6OLAbkR69HJgVJsRqOVQicqfDO0Mx2KDfupNk8iXcWOxkjs5ylxz6LD9x6P6993Y9yz51felLTNJ/+lp6Ql0i0lJuLHUKIVwN/g7Cofhb437z3J7/W8y4rkGljPB6/Uwjx6J/88X/8+Zfc/J3y5h99FYVOGV7zVCanbqU5c5L+ow6hTm5RbpYY72hKR6Yl5caU7GCB3Ruh+kPsJJBsk/4qztbBPkQk4SoQCgc4lXer8XhPceBamtlOlDEoETqj3rofJ4PpkgOk93g3jdq0sT/TRPmCahbM5bL2wp4vthGX9JCyIwuKCD76wIHglhgBJ94Zzc/mplMhM4nZiBQLABIAxs1GX56xyDlAhT/VdfNrs7MRgMW2AGPwdYNrDLOTowUfpijHUHt2zgUpy9Y1YjSdH0IcoBE5p/QGoUTKeoLiQIrKNapISa+6Bt1fIVk+hExykmIlHlq0oa3GlLsnqDfuxdsGM9rFjcbIXkHvuqfwhrf/F/77B/7cf/H22w577ze++TPvUg3fcfcucrzOe//PAIQQLwN+Dvj2eWFf7PDe3y6EWPujIrvnC3f+veUf+9XfocmXWbn2WfSO3Mjmh/+A/AqJkOeotquoR+LQhcTOGnQ/x47DeNtOtkmH60iZRCKhRcg0Kvw7LJ4aSIWKW7qKtLeOqfdw0ZVRSEW9dSIyuR3OO3Sa4soSRpNOYT9ISQZPZhPN29QDN3CjaJVoOUYiAE2zO41mZy2YCJIDK/HKVfPft4slQuDKWecwAHS/bwGIB5RF3YKK85jd7QgqcbLWmACUTWBIT87MAju68tjGt/ZMbGzMWwTOw6icJ1lSQKYhSyBNgsGb1tF2dylB5QnZlUfQw2VkVpAduDIIpSdF3OC2oTRyhmrrPuqz99JsnMXsBRTLr7kSfc2T+AevfjM60adu+dQnrvatWtnDNTwPSSbjvV8odIk2G187LluQAYjCV2tNc+3vvfT7v/dvv/Gtf4xeWibtHeDAd72QyenbUIPbkXffj7cuWGdEol+zM0GtLFOfOUF29GrMbA+h0zBNwuHwND5IWAoRhKcmvsb7oH6nhESnS8gUbLmNEIrk+Aqm3KPavA+bj7CTPYQxyDwNDeE6prYRaIDO4dBbj8q+vJkbqh4RvYjizzrKdymJLTcC8CiF1G1WIhFahX9S4hcACBWA0ouvADDeYyeTKBoVAcVYXBVN32rLdLOK27nBX8k0wVRvZxcaG3yorIdx9Anv1P4IANP+Lk1jiaRheLQgWcpIDq4gsxyR5qRrx0EIpEpD/8c21JPNUJ6WE5ozJ6jP7WAnFaqfoXoZu/1jvPRlP8vGqft/dGtr6zcuwml3CcbXVS4dFEJ8YuH2W7z3b7nQJwshfhH4X4Fd4LkX8pzLGmQA4pTg+1dWVv7OD734b7/tja//dXHVX7oO1V+nf1SGaVGaU5+4H70EZm8aSg7A7u6h19aw5QSR5mQrR3GmjtYi4SKvraU0c8a0956pMSylCVoqEilJ8hWStBdYxXjSteM0483QILUGX9chm4gliUwV3hKFzn30uvbU0ZCs3UZLCtlxg4QSnXpf65Etk2CCFhwXLb5zXFTIdoyuwhbyef697Yu2n2HTdFOxBwMXV1vKnRpTuWDcVoXja+o5uNQmcK2MDd7vU+M6sXIpBE540vj3L/Wh14O8B/01FR0dFemxQ6jBEnppDVUshSa8Srqt4XrvbCiNmob69CnqcyOaSUMySMmOHeIv0kfz2p/7Je6/5+7/qaqqD33rz7ZLM7z3QYXgwuKc9/6pX+lOIcR7gSMPctfPeO//s/f+Z4CfEUL8FPBPgH/+td7wsgeZNnZ2dv7vJElu+Sf/4MWfeubVR/VPveUdqN5Blq85QHHwWnbzD9KcOx0M3MYTcK6b9uAcUmeUm/cyvGo9TJC07jZtlRTMTBDnNs6TKcmsMawVGU5pvIJUpugs7ZpwzlT45QM0pkakFaJuEKohGWSYSWRpR/8gZ4PSvrO+G+sCmGbu8Z3k0c5VC6iDXKhyAqmh3c6TEMic1uJbES7Ryor6UDK19IFFjlZk8bp2z6cFmCjGXu81AWBmLljQxn8AG9tQxclR42CvsefRHCTQk4JUCYYZFFlwjNAJ5AOBTiW940uopQEySUhWDiHzAVIn2HoCzSwqETY0GyeoTp6mPDumHoU3Xb5uley7ns9P/cZ/5OTd7x7d+cXbH+O9P3ExzrFLOdy3qFzy3j/vAh/6NuBdPJJABoKvkxCiN7H8y488/5mv+OXX/xqPe8LTSAeHWbvp+VR7JynP3on3DjvawtVVdENMA6ESqPZOki9fgUKQSsnIe0oT9HCN8zTWUxtDqiVnJyWpkhRacajXRwmFzgbobIBrZrhkSnbkWkzvHKa3jdCb2NE0imKFY46Dm6DK35ICmWOAECAc+JlHKd85PKpEhE06AULJIBeqmPOrYF4yKTXv2SxOjvwDlrh8dGcEfBMmRWZmwrp/7Lk0NUwnUFZQNiF7qa1nZj21m28MCyHQQpBIgRLQSyBRodm7ui7Ih5J0oMkP9hBpgtAavbIezOOE6LRnzM4ZzPY5qlMb2EnFbLOkmTrSvqJ3pMfth5/Gq1/6k83WuY2X7u7u/jv/YAI6D/sIfcSLHUKI6733X4w3/wZw24U872EFMgCxyfdKIcS/+z9e8fI/+84rjh35+X/zNnTeI1+9Cp0NKXfuI1k6iBltzZX1mho9WA1ES1shpCIRCb0kfETTxqBlUFerbVD2b72utZNsVyXDNCWXGo0nXwnvVe2eDBeOTpB5jq8bRNkgYukzP2465Txr6Vpq3hPSgQe5dEQrFyGDeZlMZDcel2kSfKSTJABp2wzu3jCmTC3zXAiEcwhjsbMaM20ws5ZKEQCwBZmWSWFd6MHU80EUEOxFBAItQAs40BfkKSyvhBIpyQWDYz30IEevLAXqRd4LYG8bTF2GRTpraE6fpjy9g2sss82aaurJBhJxwzqv/8gJ7njXm2+/644vfbf3/vQ3f/ZcnvF1lkvfTLxGCPFoQufgHi5gsgQPQ5Bpw3t/mxDi+PZk9oqPPf+7X/2a170he/LTno4aHGbYX8c2Y5r+Js10G1eXyCRFqJRW0tPJBqkTCpVQGcswTahtkGRIVbjAZCeb2RILXeQZidiD0YGTlBYIpbuLXSYqgoIjSzR2qyHJBbYO5ZKU57dOZOvnLQXOgkqCaLbUApkIZKIQiULmCTKNIJOlAWCSkCUsjr1bxnkQ2jL4usKVZQCZxsTdHYlQjnpiqWeeauopZ+1nC1UDpWmbuuA6+Yeg3TJMw+eUajqAyfIAMMPjBTJLSNYPILIcWQQvJ2+DDKcd7+JNTX1mg/LMHtONitkoZFxr12R8Iu/z67/+xzvbu3v/cDQavf2hPK8uzfA4f/G5S977/+Ubed7DFmSgawq/Tgjx+y9/5cv+6FlPvPEJP/eLbxb5YIBIhxTpMtlSGcWUxnhng8CV98H3yRtSoVhKA6fIE5T7rfdMGxPkMhcY0kE8SmAArTJUNoRJ0BUWSqFXDwbBrUlJslQgZImZGLK+wlQukml9J17V9mOkEsTFX3QiUGlgJKtCofJgXqbyDFnkiCzas+RhQiN1yKIWF/haszqRpEH+UsigtuL9fArlgmtj68QoZFCkm00DwCoJSTecCp7a3nuKRKBluD/VsL4eNnkHBzRJodA9TX5sDZnnqOFyd2zeWdxshtnexJcV5ZkdxidnzEYOZ2H5iMZ9x1W85l2f9l+68yPvvu/EyRddFk4CD1Fcyq4tD2uQacN7f7cQ4snv+XD5v3/sBd/3K6/4oRcu/bUX/ziVtyQqRxU5Ol8OVIHoXon3OBumQrlIMEKykuaMmhqPZ5AkKCloop6MlqJT7dexRvauQWUDXBFEqs1eUH/TS73Ym5HzsbQSSAdJdn4/xllod+keDGB0L0UWGbIokEUP2YJM1gsgk+YIlc6pCB0PqwmSpdUU5BjyHkKPsJMRIm2QqUGmlqQXG9RRJDxJop+4gqwJUyVtoUgBBFLC8lJo7OoEhgcVOpVkqynZwSEiS5FZhl5Z6wTFXDkNQuJbm9Qbu8w2Sso9g6k9OhFkByWfOnYNb/nXb986c/bMi8qyfPdDdvJcBuHx2Et4FegRATLQURL+rRDinb/4b//Tb/3O2//05p/8uVfrJz7lGTg8iVDopN+VFM7UeNcEvBEWpTMUgrW06F7TYJFaohAYHBoJ3uJcjamCxYerp9hqipuOcLMJvioDkbIdVYuw/yLVYn/Gx17LvDRSiUSl8nxw6eXIXg9VRIGuoofMw8/p6rHOnkWopOMqBfCzeFNhm5LWWsbNRl1pJVRoECfDHCjRjcM2Hl17knQOglJCvzdvVg+GkUGtYPlIgsokKldkB4ehPDp0OJSNOqwVYC3O1LjpGLO1jZ1W1Ls1prQgoLequCV1vPWDn2k2dz/4O6dPn/4x7/34op4ol2V4/ENQLn2j8YgBmTZig/D7hBA3veyVr3jTVcu9Z//0q35V3fj4x9MAiczQgJetpm+NbcbYOrhTSp13F6pOcpyt8SpFmKpzEjHVKEpN7gYnhegH7ZsGV1XYaYkr67DR201jYv8lCX2NtgfTgo9KJSoL5vGqSEL2EgFG9oeo3hCVL6HyQXx8dEnQKYj5Ml4r6O2lRmVDbNbHZj1MmmPHO2Fnpq6RWRBGl0oitUSnjrQnyAdivuFrIO/NtYalgsF6GvpEqSI/fgCZJOgDhwKwSIXqL4fyyFTY6Qg33sWVQUS83pkFnllf8QUa3vqRz9uN7e23nzp16ie89/c/NGfI5Rfee9x+uXTphff+FuC5Qogn/qOX/+M3XX/l0Wf8xD99lfpLj3kMTkoS3QPf0EShctdMMeWoe77UGVUz67hLthzjyjF6sBrU4KajSNbbw03GiCTBjse4WRUsP+o4uWl1bFngN8Ydl3YvRmWyAxfVy5C9IpiX9Yao/hKqt4LuLaOixm2nS6PSyLiOo+u4I+O96XZ58A5SGx4ndUhDlAKtcaMx3jhUkaCnNWkZxKZU6lCJjMRJyNeyruTLjq93awHJ+lFkmpMM14EAfIG9XmFMFWkWNjgVTGtkqvhiz/DbH76tOb1x7k9OnTr1Su/93Q/JCXFZx365dEmH9/7TwLO11k/9kZf+yJtueuxjn/yyl78yvf6GR5MKTVKsYKrQFMY7zGyEq4Pam/cOV05xs7D74maz+WatlLjpFDctMdM6rOvPTGdahg8bv9YEjRXvPKq1KlGhtyEUXVYgc43MU2SvQKQpIs2QeYHMeqish0xyVFIgdRayF0CIpNOP8XRrNUih8MLGCViYgplqhEwrpOkFwFEalySIPMNNZ8gswdWGJJI8k+XivOZRevRw8CA/dAUyKcjXruhoCzobdntItp5gyhFCjYNkxjT0pj6P4N//t0/XJzc233Pq1Kkf897f8VD8/3+4hGc/k7nkwxjzCeAZWutnfPZzn3vTEx/32Ce+7BX/VF1/7fVk+WogPTZlV/4Exf1RUH6blrjGBufDWfhGaaZ2QWIBTOk6vo9pIC3EebarSSYwtSfKxuCTUC61fMVAmAygILMcmfcjwPRRaQ+dDmIPJo0s8sAGX5TbjEcTX08u2PWajhgphASdINO8k6sTSYLM8iDx6GynXZIcPAxSkR28EpnkZCtXBtASCpWE3pBDIONRuOhHZcoRdroLwK17ht/80w/W9506899OnTr1cu/97Rfv//LDMzwetw8yl08YYz4MPFVr/Zz/cevn3/Coax514w/84N8t/spzn8fg4LU043Oh1ChnmBNhe316MpBTm6mlnlpsA3XpqaNubV2HHZFZlDtIEtjbOd92tSh8p9agtEcnkGSO3oFkbjj3VZZZO6E332YsHhEzmLm7E9EYZGFDVIggjpXkKO9CaVhNgyleb4hvqihOZVCDlfgUSbpyFJkUZMMjkdWtqOP7jZsaZSqMc6Qq+GLnIohMNbMddne2eM9Hv+Df8a7/b7q5s/eRkydPvtx7f5n4Tl+K8dDsyXyjsQ8yXyGMMX8OPFkIcd0dd97xste85hd/8HnP+6trL3jB31JPeczTqNauQK+sU5+8E98Ydu/YAWC0FYBgNg2r98bM1+8F0evaQz8JTOV26XdYh90SrQMIJWlQ75fKkFQOWwYuka4aVFXh6wqRpFg9Q6iFPZjEI5Sj9ZyWCwp4AVw8wWI26hK3knVCBq3jBWVA5V0HXklvNegN6zwIR4XZO3u2wTrHxnSE97BXGZLYrM6UZDlLWcrCBOtDH/oz/tMfvqP6+Kc+vVVW1b/Z2tp6yyN5U/dbFZd6JiMekVSPbyCEEEpK+VePHj36k4Ol5ae/5EUvSf/nm79P9lLD5NStTG/9BJO7zrJ3oqSaerbOBZDZncHMBG4PtHYjHgdkMoiCKxH2bFZzQaqDzkqWQpZBbwhZT5AUinSg0L00+D4Pe6H52x+iigHJ6tHQm0l7KJ0jdBYlKkP5shidE4OzgWMVyyUf94M6LeEo06l7axG0NCWexjm2ypJx3bA1baitZ1xadASXPJEs55qDvZR6Z5v/+qd/4v7wj/9gVtbNe06cOPErwEcemRyjixMDveyfsPTMC3rsh7bf/cmvxsK+GLEPMt9ACCHWV1ZWfjgvipc+/glPOvR3v/8Hs2c/9cls/4//h/KOL2GmNbt3jdg86ShL2NgNTOXdJrC4jffU3nXmY5kILoyplBRKBFEnDStDyPOwMVsMBWlPkfQUST9o36p+juoVYREv76GX1+OWb4ZM4n5Mqwvc8pZiVuPqBak6Yi8mZkMq7SNU2mU1TihmzlAaQ2UNJ/ZmlMaxNTEY56mibkyaCAa54khPcOvHPsy7/vD3q3vuu/feza2t104mk9/b33G5ODHQS/6mpadf0GM/uv3ehxxk9sulbyCilOMvCyFee/rUqafe8plPv8LDzU9+2ndmNz/7L/ef/swbuaY+zcHPfAxX1ex9aZtz91tMozi7GUqmrTJcmJULYNOSLxf1daezsF1rDCjlw6Kf9VEJLViT+rpBzkpEPsU1deBgtf+irUpgYCtcXYZlwzZLkTq6IihkUiCl6sbeOhsgREKDY7cuGTcNZ8clM+PYjuBibKBB9DLJbPs05+661f/XD/33+tZbP1vWjfndM2fO/Ov9Ru7Fj9hW/3YfxleM/UzmWxQi1CRPOXDgwF/PsuwFuhhc/7zvfo58ztO/S3/HdUfg7O1MPvc5vLXs3T1i+1QQqNrZiWNlGcorpcLKfmOgV0T1uCSazaeQDyU6k6hUoLJAtFRpIEiqPO3kHYhOCCJaAcg0DZmKToJanjWo3tKceiA16fIRdDZE6IwkX8EAI1MxbRq2ZjXj2jBrghhVOd7l7s99mjs+88nZpz72UdsYc9ve3t7b9/b23gXcul8OPXTR10P/uKULS04+vv2+/XLp4RJCiD7w7KNHj/4thPjeA4eOrD3r2c/Jv+dZz5FPedxjqbfvZnLvZ6nuuQu8Z3YicP2m58ImsJRQTVwkJwqcDXs0UoclPZXJqJIXGN/BFE2GLeJWrEoQ5B6U6MTIRUQx2e3a5MhigOoNyVavQOiUbOkYQkqcDEt9tbfMyhmf/NQn+fjHPuI++IE/L7e3t042xrzz7NmzfwR81Htff/s+7Ud29PXQP2bpSRf02E9uf2AfZB6uIYQ4kiTJ8w4fPvwDxtqn9gbDwdXXXpc8+oYbksddf4O88VHXcuxAQaIl0zNfBO+oT98DQLNx7rzXMnvT+TR7UeHOMVe6O/+9A/jIQBEQiUL1C4SUqOWVsJ27Elb/bbbCvWe2ufv+M9x5z73u9ju+1Nxx551mMpnsCCnff+rUqbc7597nvd+9yB/Zflxg9PXA37j8xAt67Ke2PrgPMo+UEELkwPVCiBsPHDjw1F6v95TG2Bt1mi5fceVVyfU33JA8/jGPlVccv5L15SHDfo9ekSNmZ8EZXFNRbdwTpBpm06AL0zS4WRlkGqqmY09LHUmfAioPM+eYGsuuhTOl5K6z29Vtd91fnzm7IRrrtoQQt0wmk49vbW39BfB54K6HveL/ZRw9PfA3Lj/hgh77F1sf2geZR3qIwAO4CrhxOBw+YXl5+SlCiIPe+6FzbqjS7KiSMhFg0yQpEq3t0nBJDAcD2e/3pbMNo/HIjUYjNxmPlHXeN8bOrHNGKS1n5eyElHIkhNjz3p/Z3Nz82Gw2u4UAJqf3eymXX/SSgX/0yk0X9NhPn/voPsjsx9cXQogUGMZ/S4AFRu0/fylrAOzHtySEEO8GDl7gw895759/MY/ngbEPMvuxH/txUUN+7Yfsx37sx35847EPMvuxH/txUWMfZPZjP/bjosY+yOzHfuzHRY19kNmP/diPixr/P92xn654nwpJAAAAAElFTkSuQmCC", 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", 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", 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", 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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 = model(inp).detach()\n", "\n", "s = 0; ch = 2\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata(inp[s, ch], fig, projection='3d', title='input')\n", "plt.colorbar(im)\n", "plt.show()\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata(out[s, ch], fig, projection='3d', title='prediction')\n", "plt.colorbar(im)\n", "plt.show()\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata(tar[s, ch], fig, projection='3d', title='target')\n", "plt.colorbar(im)\n", "plt.show()\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata((tar-out)[s, ch], fig, projection='3d', title='error')\n", "plt.colorbar(im)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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 }, "nbformat": 4, "nbformat_minor": 2 }