{ "cells": [ { "cell_type": "markdown", "id": "4ae6e209-ebfe-4f42-bc5e-0abc72dc98b2", "metadata": {}, "source": [ "## ELETTRA-17: Local ID correction (local/global correction: ORM subset)" ] }, { "cell_type": "code", "execution_count": 1, "id": "2a153bed-f135-4fcb-8c43-29a9b34859f0", "metadata": {}, "outputs": [], "source": [ "# In this example global and local knobs are used to correct ID effects using ORM" ] }, { "cell_type": "code", "execution_count": 2, "id": "f854f9cd-d357-4322-8509-113685768af2", "metadata": {}, "outputs": [], "source": [ "# Import\n", "\n", "import torch\n", "from torch import Tensor\n", "\n", "from pathlib import Path\n", "\n", "import matplotlib\n", "from matplotlib import pyplot as plt\n", "from matplotlib.patches import Rectangle\n", "matplotlib.rcParams['text.usetex'] = True\n", "\n", "from model.library.element import Element\n", "from model.library.line import Line\n", "from model.library.corrector import Corrector\n", "from model.library.quadrupole import Quadrupole\n", "from model.library.matrix import Matrix\n", "\n", "from model.command.external import load_lattice\n", "from model.command.build import build\n", "from model.command.tune import tune\n", "from model.command.orbit import dispersion\n", "from model.command.orbit import ORM\n", "from model.command.twiss import twiss\n", "from model.command.advance import advance\n", "from model.command.coupling import coupling\n", "\n", "from model.command.wrapper import Wrapper\n", "from model.command.wrapper import forward\n", "from model.command.wrapper import inverse\n", "from model.command.wrapper import normalize" ] }, { "cell_type": "code", "execution_count": 3, "id": "96b5a19d-9869-492f-9bab-39eff225af31", "metadata": {}, "outputs": [], "source": [ "# Set data type and device\n", "\n", "Element.dtype = dtype = torch.float64\n", "Element.device = device = torch.device('cpu')" ] }, { "cell_type": "code", "execution_count": 4, "id": "a328959e-edae-431e-8789-1b82b9b4d168", "metadata": {}, "outputs": [], "source": [ "# Load lattice (ELEGANT table)\n", "# Note, lattice is allowed to have repeated elements\n", "\n", "path = Path('elettra.lte')\n", "data = load_lattice(path)" ] }, { "cell_type": "code", "execution_count": 5, "id": "5bec6fb3-3265-41a5-9f66-8a923c94631b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Marker': 12}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Build and setup lattice\n", "\n", "ring:Line = build('RING', 'ELEGANT', data)\n", "\n", "# Flatten sublines\n", "\n", "ring.flatten()\n", "\n", "# Remove all marker elements but the ones starting with MLL (long straight section centers)\n", "\n", "ring.remove_group(pattern=r'^(?!MLL_).*', kinds=['Marker'])\n", "\n", "# Replace all sextupoles with quadrupoles\n", "\n", "\n", "def factory(element:Element) -> None:\n", " table = element.serialize\n", " table.pop('ms', None)\n", " return Quadrupole(**table)\n", "\n", "ring.replace_group(pattern=r'', factory=factory, kinds=['Sextupole'])\n", "\n", "# Set linear dipoles\n", "\n", "def apply(element:Element) -> None:\n", " element.linear = True\n", "\n", "ring.apply(apply, kinds=['Dipole'])\n", "\n", "# Insert correctors\n", "\n", "for name, *_ in ring.layout():\n", " if name.startswith('CH'):\n", " corrector = Corrector(f'{name}_CXY', factor=1)\n", " ring.split((1 + 1, None, [name], None), paste=[corrector])\n", "\n", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Change lattice start start\n", "\n", "ring.start = \"BPM_S01_01\"\n", "\n", "# Split BPMs\n", "\n", "ring.split((None, ['BPM'], None, None))\n", "\n", "# Roll lattice\n", "\n", "ring.roll(1)\n", "\n", "# Splice\n", "\n", "ring.splice()\n", "\n", "# Describe\n", "\n", "ring.describe" ] }, { "cell_type": "code", "execution_count": 6, "id": "ae7caf0a-c36a-43af-bd43-70e30482cb83", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux, nuy = tune(ring, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 7, "id": "45fa3ddb-8d69-4b55-b5f9-0a0d75aff324", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx, etapx, etaqy, etapy = dispersion(ring, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 8, "id": "65212501-fcf4-44c1-bdb5-db52d1747002", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax, bx, ay, by = twiss(ring, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 9, "id": "fe19c003-ac2d-4098-91f8-37ab45bb4834", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux, muy = advance(ring, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 10, "id": "0d5fa18c-b6fa-4741-bac8-865759b93aca", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c = coupling(ring, [])" ] }, { "cell_type": "code", "execution_count": 11, "id": "3453438a-2893-4337-8fc9-00af7a4937fd", "metadata": {}, "outputs": [], "source": [ "# Quadrupole names for global tune correction\n", "\n", "QF = [f'QF_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "QD = [f'QD_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]" ] }, { "cell_type": "code", "execution_count": 12, "id": "ff64a658-9e3a-44b8-a91a-3244e8913f25", "metadata": {}, "outputs": [], "source": [ "# Several local knobs can be used to correct ID effects\n", "\n", "# Normal quadrupole correctors\n", "\n", "nkn = ['OCT_S01_02', 'QF_S01_02', 'QD_S01_02', 'QD_S01_03', 'QF_S01_03', 'OCT_S01_03']\n", "\n", "# Skew quadrupole correctors\n", "\n", "nks = ['SD_S01_05', 'SH_S01_02', 'SH_S01_03', 'SD_S01_06']" ] }, { "cell_type": "code", "execution_count": 13, "id": "7013262b-2919-4fb5-adba-46a5ea812a50", "metadata": {}, "outputs": [], "source": [ "# Define observables for 'mixed' knobs\n", "\n", "def knobs_split(knobs):\n", " kf, kd, kn, ks = torch.split(knobs, [1, 1, 6, 4])\n", " return kf.squeeze(), kd.squeeze(), kn, ks\n", "\n", "\n", "def knobs_build(knobs):\n", " kf, kd, kn, ks = knobs_split(knobs)\n", " names = QF + QD\n", " values = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " data = {name: value for name, value in zip(names, values)}\n", " for name, value in zip(nkn, kn):\n", " if name in data:\n", " data[name] = data[name] + value\n", " data = {**data, **{name: value for name, value in zip(nkn, kn) if name not in names}}\n", " nn = [name for name in data]\n", " kn = torch.stack([data[name] for name in data])\n", " return (nn, kn), (nks, ks)\n", "\n", "\n", "def observable_orm(nn, kn, ns, ks):\n", " orm = ORM(ring, orbit, [kn, ks], ('kn', None, nn, None), ('ks', None, ns, None), limit=1)\n", " return orm\n", "\n", "\n", "def observable(knobs):\n", " (nn, kn), (ns, ks) = knobs_build(knobs)\n", " orm = observable_orm(nn, kn, ns, ks)\n", " return orm.flatten()" ] }, { "cell_type": "code", "execution_count": 14, "id": "cef4a59a-d31d-4832-93af-4c1ea529ce50", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([12])\n", "torch.Size([16128])\n", "torch.Size([16128, 12])\n", "tensor(12)\n" ] } ], "source": [ "# Compute target vector and corresponding responce matrix\n", "\n", "knobs = torch.tensor((1 + 1 + 6 + 4)*[0.0], dtype=dtype)\n", "target = observable(knobs)\n", "matrix = torch.func.jacfwd(observable)(knobs)\n", "\n", "print(knobs.shape)\n", "print(target.shape)\n", "print(matrix.shape)\n", "print(torch.linalg.matrix_rank(matrix))" ] }, { "cell_type": "code", "execution_count": 15, "id": "f8a2e6d9-9eea-4cd3-819a-630b4d77dc27", "metadata": {}, "outputs": [], "source": [ "# Define ID model\n", "# Note, only the flattened triangular part of the A and B matrices is passed\n", "\n", "A = torch.tensor([[-0.03484222052711237, 1.0272120741819959E-7, -4.698931299341201E-9, 0.0015923185492594811],\n", " [1.0272120579834892E-7, -0.046082787920135176, 0.0017792061173117564, 3.3551298301095784E-8],\n", " [-4.6989312853101E-9, 0.0017792061173117072, 0.056853750760983084, -1.5929605363332683E-7],\n", " [0.0015923185492594336, 3.3551298348653296E-8, -1.5929605261642905E-7, 0.08311631737263032]], dtype=dtype)\n", "\n", "B = torch.tensor([[0.03649353186115209, 0.0015448347221877217, 0.00002719892025520868, -0.0033681183134964482],\n", " [0.0015448347221877217, 0.13683886657005795, -0.0033198692682377406, 0.00006140578258682469],\n", " [0.00002719892025520868, -0.0033198692682377406, -0.05260095308967722, 0.005019907688182885],\n", " [-0.0033681183134964482, 0.00006140578258682469, 0.005019907688182885, -0.2531573249456863]], dtype=dtype)\n", "\n", "ID = Matrix('ID', \n", " length=0.0, \n", " A=A[torch.triu(torch.ones_like(A, dtype=torch.bool))].tolist(), \n", " B=B[torch.triu(torch.ones_like(B, dtype=torch.bool))].tolist())" ] }, { "cell_type": "code", "execution_count": 16, "id": "0ef27b12-e96e-44a3-bfda-dcbd1830f43e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 732,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Corrector': 24,\n", " 'Matrix': 1,\n", " 'Marker': 11}" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Insert ID into the existing lattice\n", "# This will replace the target marker\n", "\n", "error = ring.clone()\n", "error.flatten()\n", "error.insert(ID, 'MLL_S01', position=0.0)\n", "error.splice()\n", "\n", "# Describe\n", "\n", "error.describe" ] }, { "cell_type": "code", "execution_count": 17, "id": "de046f23-f894-4df4-81af-93d79e67c6de", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_id, nuy_id = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 18, "id": "f1504889-373f-4d02-9bc4-6090db187b9b", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx_id, etapx_id, etaqy_id, etapy_id = dispersion(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 19, "id": "c1ee3ae6-7c99-4ea0-aba9-44322a6d415a", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_id, bx_id, ay_id, by_id = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 20, "id": "2e5d4ba7-5754-47d2-9620-936d551b807c", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_id, muy_id = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 21, "id": "22dbe268-1ac3-41e6-ae2a-23c81dd5ccca", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_id = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 22, "id": "cf85f6a6-5314-4ef1-a149-0313bc3120d9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(-0.0114, dtype=torch.float64)\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_id))\n", "print((nuy - nuy_id))" ] }, { "cell_type": "code", "execution_count": 23, "id": "2491dc53-5f33-45c3-a893-a54d00e7f8d8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_id)" ] }, { "cell_type": "code", "execution_count": 24, "id": "0780f2c2-30ea-4bff-aeca-c0754aab95a1", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 25, "id": "27c94461-14ff-473a-a447-e574235e4f05", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_id)/bx).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_id)/by).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx - bx_id)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_id)/by)**2).mean().sqrt())" ] }, { "cell_type": "code", "execution_count": 26, "id": "1dccba78-861f-4f12-bae2-d8707c03139e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())" ] }, { "cell_type": "code", "execution_count": 27, "id": "8fccc4f3-5175-4152-9b59-61b089dc66f8", "metadata": {}, "outputs": [], "source": [ "# Define parametric observable vector (emulate tune measurement)\n", "\n", "def observable_orm(nn, kn, ns, ks):\n", " orm = ORM(error, orbit, [kn, ks], ('kn', None, nn, None), ('ks', None, ns, None), limit=1)\n", " return orm\n", "\n", "\n", "def observable(knobs):\n", " (nn, kn), (ns, ks) = knobs_build(knobs)\n", " orm = observable_orm(nn, kn, ns, ks)\n", " return orm.flatten()" ] }, { "cell_type": "code", "execution_count": 28, "id": "8e5db063-92dd-4a93-9fe4-440bd61bfbcb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(1498.9104, dtype=torch.float64)\n" ] } ], "source": [ "# Check the residual vector norm\n", "\n", "knobs = torch.tensor((1 + 1 + 6 + 4)*[0.0], dtype=dtype)\n", "\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 29, "id": "c4bac5bc-ddbb-4cf8-88d1-a98767a58bf1", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(1498.9104, dtype=torch.float64)\n", "tensor(91.4951, dtype=torch.float64)\n", "tensor(25.5624, dtype=torch.float64)\n", "tensor(13.4001, dtype=torch.float64)\n", "tensor(10.6152, dtype=torch.float64)\n", "tensor(10.0171, dtype=torch.float64)\n", "tensor(9.8851, dtype=torch.float64)\n", "tensor(9.8520, dtype=torch.float64)\n", "tensor(9.8426, dtype=torch.float64)\n", "tensor(9.8397, dtype=torch.float64)\n", "tensor(9.8387, dtype=torch.float64)\n", "tensor(9.8384, dtype=torch.float64)\n", "tensor(9.8384, dtype=torch.float64)\n", "tensor(9.8383, dtype=torch.float64)\n", "tensor(9.8383, dtype=torch.float64)\n", "tensor(9.8383, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (model free)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = matrix.clone()\n", "\n", "# Weighting covariance (sensitivity) matrix\n", "\n", "epsilon = 1.0E-9\n", "C = M @ M.T\n", "C = C + epsilon*torch.eye(len(C), dtype=dtype)\n", "\n", "# Cholesky decomposition\n", "\n", "L = torch.linalg.cholesky(C) \n", "\n", "# Whiten response\n", "\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "# Can be used to extra weight selected observables, e.g. tunes\n", "\n", "weights = torch.ones(len(M), dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "# Whiten response with additional weights\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "# Iterative correction\n", "\n", "lr = 0.75\n", "\n", "# Initial value\n", "\n", "knobs = torch.tensor((1 + 1 + 6 + 4)*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(16):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 30, "id": "a6fb9bdf-2864-4321-b9e3-015b1f4f2233", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "(nn, kn), (ns, ks) = knobs_build(knobs)\n", "\n", "result = error.clone()\n", "\n", "result.flatten()\n", "\n", "for name, knob in zip(nn, kn):\n", " result[name].kn = (result[name].kn + knob).item()\n", " \n", "for name, knob in zip(ns, ks):\n", " result[name].ks = (result[name].ks + knob).item()\n", " \n", "result.splice()" ] }, { "cell_type": "code", "execution_count": 31, "id": "8a452006-31c8-4fed-83e8-230ecd4d57f1", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(result, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 32, "id": "f55bea3d-4174-479e-8a24-4bb8f041b703", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx_result, etapx_result, etaqy_result, etapy_result = dispersion(result, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 33, "id": "3f03bb23-5c4a-4770-ba5d-1a4f7af0c5e6", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(result, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 34, "id": "3767579f-90e3-4494-8eca-c322314d0fe0", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(result, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 35, "id": "ab4c2e9a-35fb-48ba-8a73-12e82c2b3571", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(result, [])" ] }, { "cell_type": "code", "execution_count": 36, "id": "29b30305-5a00-4c75-b8bb-605137b1030d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(0.0003, dtype=torch.float64)\n", "tensor(0.0003, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_id).abs())\n", "print((nuy - nuy_id).abs())\n", "print()\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 37, "id": "c78ee81f-c0f1-4d70-a91f-e827c8c14b48", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(3.6172e-06, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_id)\n", "print(c_result)" ] }, { "cell_type": "code", "execution_count": 38, "id": "ed832579-fd52-49f1-9166-1df1108e4ced", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_result).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_result).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 39, "id": "910a3b84-930a-4b46-9221-baa43e269751", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(0.5539, dtype=torch.float64)\n", "tensor(0.6361, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_id)/bx).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_id)/by).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_result)/bx).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_result)/by).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx - bx_id)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_id)/by)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((bx - bx_result)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_result)/by)**2).mean().sqrt())\n", "print()" ] }, { "cell_type": "code", "execution_count": 40, "id": "2a3a4c27-a562-4199-8497-f35ed5d78a6b", "metadata": {}, "outputs": [ { "data": { "image/png": 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mywVZ+Z4ZpRT/HjGHRQZBSgkIRAA2gTNSijc7d5qvFEBB2e+n8gshn08uOFUptWIFjaWxY2nHCzBXfy+QOLAdYkYsAMaGnEwRJcvUgY1PICUp+HMFkhN86R5/TfXwq18BRx1F9/gf/wgcOGDPcQillPOxaBEtvNrb6RqFW1CyeDNtGv2fXVdhAOw8JLNSKpJ40dQENDbSczEO44dYrUW0fO9kGXjsMfJE3L+fYs4vf2lunmMQSqn4QpBSAgIRgAWozEwKhl9/TQaeBw4o5sGAMzrcsd3KkSOJPJs3T+xSJhOcqJSSZeC//6XnTCUFCKWU08F2iLV29LR2iD0e+rkkKTuOPFhyJ5L65MUXX9CjUekej5QU4JZbyGeqpga48cZglUWkEKSU81FRoXjRtbSEzyHU8YYnEoQixVlIZqVUJPFi377ofl/AOthaZNQoWouceKJ9axG1710gADzwAJWbV1aSxYTbbY2QAqxttIo5LHoIUkpAIALw5XsuF/CvfykKKebP4YQOd7yR4JAh9Npxxwn5fDKBJfROmuS+/x7YuZNIqLlzldcFKZUcMGMSy2LHkCGUQC5aFBozWAmfIKWSB/yOcnU1sGMHJerTp5vfRMnOpt3nwkJgyxbgT3+KfgyIhN7Z8HgozykpoXgwc6b5HMKJGysCwVArpZyo+OcRTfkeEExKifkr9uDXIsOG0Wtz5ti3FuHLgsvLqbz8ySeJkLrkEuDhhyP73EiNzkWsiwzC6FxAIAKwXaWsLEXCfvfdlNyvX0+KKSd0uGPyebeb2t8CSrkO+7mAs+HEhJ4ZnB9/fHA7XTaBd3QoO+oCzkM4UopPIF98EWhuJh+qfv2CTYoZ4S7iSPKA7SgD5CMFAOPHA6++qlxzMygpITLq6quBjz8GHn+cTGsjhUjonQsWD849V1HIjhpFXlFmTMudWoIuoIBXSnm9pITLyUnc8YRDtEopvlO2mL9iD34t8vbb9JrdaxG3mz7n1lupNFOWaU5aujTyz7Sy0SrmsOghSCkBgQigNjp3u4Ft20gq+pe/UDe+RBNSQLA8Xk1uJPrYBMyBXbdAwBlET0sL8N579Jwv3QMUqTNAxEe4drsCiUE4Q04+gXzmGXotIyM0gRTle8kHvpNaQQE9b2+PbBNlwgTghhuInHrhBeqspo4JZsErNQR54SyweDB9ukJK7d0L/O53ys+NwOYwnkgQcA58PmUecLnoeh486GxSKlpTaV4pJcvOyK26M/i1CLt2sViLTJyoeIWNHh0dIQUIUireEKSUgEAEUJNSALBkCXV48Hop6DqN9FFPBALJAfWOYGqCo/b779P4HzyYEgAePAnl9QpSyqkIV/rAEkh+scIT8AyifC854XZTLPn972kx1tIC/PrXkc1Zc+cCe/ZQ2d+DDwIDBgCHH279c0TnIueCxYOvvlJeY0oTM2PGiWpfAQW8Sqp/f7q2NTXUZdGp4MdStKQUQHMY31FWIHaIpSXFc8/RnFZYSKSqxxPdWsyKp5TYWIkewlNKQMAifD4l4PCk1AsvALm5tNtSW+s8vyaRGCYfZDn4ejlhomOle6eeGrqzmJKikGbCV8q5MEsA8O/TIhjZ9Xe6/4hAKObNU9QBeXnRJe5uN5FTfj+ZoO/ebf0zhKeU88EvuqqqzOcSonzP2WDXNTWVynIB53fgs9PoHBAbK/FErDbIPR4qDSwpoS6xdvhVCU+p+EKQUgICFsHvKmVl0SPzXFi4kExAmfeKU4gpWRakVDJCfa0Sfe127CCT85QU4KSTtN9jZWdJIDEwY3QOKIsVSQLS0kJ/zjylxGIz+fDsszQvpKXR9YtmrpIk4PrrqZyvqYlUww0N1j5DtNN2PtRKgOpqc78nyvecDXZds7IUnzmnd+AzO4dpoaODfF95CFIqPpDl2JBSbA12+OFESvXqFWx+Hun8Jsr34gtBSgkIWASbwJkqhDcFvvlmStAliUxBnUJM8ZO2CJbJA3USn+hrx1RSM2fSpK8FKztLAomB2YSeJVkZGdp+G6J8Lznh8QAvv0zJ+8kn27OjnJ5O3lItLVTmdcstofHKqLtfNItMgfiA35ADgs2ijSA2xJwNdl0zM4E+feh5MimlrI6r/fuJHOGtEETMiQ98PkVZbWc8YL53o0fT/3v3pkdGTEWao1jZZBWkVPQQpJSAgEWo/aR4U+CCAmDSJHp94MDogqGd4BN+sVuZPFATO4lMnDo6gHfeoedGZsaMlOJ31QWcBbPle/xiRQuifC/5wDZRTjqJSKnsbHt2lAHy8fjJT0hB8847wAMPKGOD/V2XTtYp/DicD/XCzCopJa6rM5GMSqlobA1Y6d7AgZF/hkBkiNXmQ2kpzWO1tfR/RkoB9DpvtG4FkZbvifEUGYTRuYCARahJKXWwmz0b2LABWL2aknInINr6e4HEwEnle2vWUElOnz7UClwPVuTOAomBWVKKXUM9UkqU7yUf2CbKgAF0T2dn0+t2tea+9lrqfvTXvxIJNXgwzT/huvuJhN75UG80WCWlxIaYM5GMSqloGiMwUmrwYGDnTnruhM3jnoBYN7Q4dIgeeVIqGjClVCBAx2vUaEgopaKHIKUEBCxCq/Mej9mzgUcfBdavp+Q8Ly92x1JRQQtDrUTf46FAWloandRZIHFQJ/GJXKyxVuCnnKKvdgCUSVxvZ8nsmBWIHax6Sul1URTle8kHdm+98QY9Ml9EwL6OsbfdRjvWzzxDXf0OOwy44grjzxfd95wPRl5kZNACTJTvdQ/wpFSyKKWiyWnZuOWVUmIOiw9iHeeZUkrPXsIq+Nynvd2YlBK+iNFDlO8JCFhEOFKqf39gxAia5D75JLbH4nJpl1yoSyX4CVzsViYP1MROoia6qiqlHfgppxi/N5xSyuyYFYgd7FJKifK95AVbiDKllN146CEivGSZiM9whJco33M+2DUaPpwe1R3M9CDK95wNFguysoKVUk6O69Go/9m4HTBAyTcEKRUfxFJN5PWSpyFgn1IqLU3Jc8Kp/8XGSvQQ6b+AgEWEI6UAYNYselyzJrbHouUFwhuvs4WAMJFNTjhFKfXWW5SgTptGpKsR2H2hN4GbHbMCsYNdSilRvpe8YMk7r5SyEx6P0vSjvd3Yq4rvDguIhN6pYPFg5Eh63LvX3GJelO85G7ynFFvM+3yk9Hcq7CalxBwWH8SSuGGle2lp9m22SJJ5s3OxsRI9RPmegIBF8LtKepg9m0oXPv+cgjALarEAW8QvXQrcdRdNtOrFvTA6T044ofteIECkFGBscM5gZgJnY/PRR8l3rVcvQUjFE3Z7Sold5uSDmXksUjCSedIkGkNHHUX/B7TvcXWsEAm9M8EWXYMHUxmLz0eKmuJi498T5XvOBk9KpaVRw576erq2+fmJPTY9REpiyzJ13wOofC8lhX5fzGHxQSxJKd7kXKtbcKRIT6c5KhwpJTyloodQSgkIWIQZpdTo0UDfvvTetWtjf0yLF1OJVXU1TbrqxF/sQicnnEBKffkljau8PCJbw8FstxK3m3Ysd+6k+0QQUvGD3UopJ5d5CGgjVuV7vOrx8MPptWOPNe7up072xRzlTLAxk5NDnRuB8L5SvArO73dmrKio0FfyeTz08+4MdZfVZPCVilQpdeAA/W5KCpGpYmMlvoiHUsouPykGMzktM0JnEHNYZBCklICARZghpSRJKeFbvTr2x/TUU5TsSRJNuOoES5BSyQknlO/973/0OH++OcWf2e57Hg9N8pJE742mFb2ANYjuewKsfM9uUop193O7lXHDSOeyMu3Fn1BKJQf43IeZRIcjpfhrKcvOXPz3dJ9DXikFJEcHvkhzWqaS6tePiCnWrEPEnPggll1WeaWUnTCT04qNFXsgyvcEBCzCDCkFkKrktdfIV+qaa2KX2LCdvJIS+nfmmaGlEoKUSk4kmpSqq1N80cyU7gHKBK5uH86DJftDhtCu+9FHG5f3CNgLs6RUuFgnlFLJi1h5SvGdM9lns3Gkd28LUio5EAkppdWsgxEBTgEbl/wc1JN8DnuSUor3kwKEUireiIdSym5SyowlhZjD7IEgpQQELMKsF8eUKbTgrqsDfvgBmDDB/mNhidOiRcCrr9JrZ59NSQWfYImuEMmJRJfvrVhBf3PcOOooaQZsAteTOvPJ/osvAs3NwAknUNt4QUzFB1bL94SnVPdDrLvvAeYIakAk9MmCSEgp9Zzl1GvL5pz77wduuAEYNgz45S97xlykJqW6s1KKjVc2foXaN76Ih6dUIsr3hFLKHnRzUaqAgP0wq5RKTSUFCBC7Ej5WKnH66cprPl9oqUQ0Sqme7reQSGjtMscLsgz897/03KxKCggvdebLe9i9pDVmBWIHs6QUu4ai+173Q6y77wHB5XtGEAl9coAv8zJLSqk3VpzcaMXtJnVQWxvdHz2BkAJCN1p7klKKqfZE3hEfxMvo3E6YUUqp5ziRE0UGQUoJCFiEWVIKUIyhV6+OTYlLaSklTiypAJRg6HYrpRTRkFI93W8hkVBfq3gu1r7/nkzIMzKAE080/3vhSCk2Zn0+Zayy8cmPWYHYQZTvCcSy+x6DunxPD0IplRzQU0oZ3f+J3FixiiefJOWunjdnd0UyekqZ3VhRQ5TvJRaRXjczSKTReTLFOSdDlO8JCFiEFVLqyCNJMbVnD7BrFzB0aGyOiSeltHYioyGlerrfQiKRSE8pppI64QRrJT5mjc75MRuuU59TUVFBSa3WPeDxUKLrRJLNbDwwq5QSCX3yIZ7le+FigZq0Egm9M8HnPv36KU0qamsVdY0ayVK+5/EAjz2meHMOH95zysmTTSkly5F3OhOkVGKRjEopM/OYmMPsgdA4CAhYhBVSKjsbmD6dnseyCx+/wNcKhtFOBKy06r77yF9IEFLxgZqsiVdC39ICvP8+PT/1VGu/a2ZXCQg/ZpMByaoitFsp5dSFpoA+4lm+x9/rWkhUnBMwD1kO9h5KTSXyBjAu4UuG8j0Wr6dPV77T4YdTjqMV37sb1HGeKaVqapypglXHB7P5Q2Mj/QNCSSkRc+IDPtbbHQtirZQSRuexh0NTZgEB58IKKQUAs2bRI+tiFgtole/x4IN/pBOB203tdKuqFA8ggdgiUUbn779P43zwYGDiRGu/G4lSyokLFTNgZG15OfD00/RaMqgI7faUcuLCRUAfsqzMY7FUSglPqe6Djg7lPmdEJivhY+oTLSRDWQvzOSwsVF5rbe05Pofq8r1evUgFFwhQox6nIVISm43T3r2V2MQ8pQSJEB/EqnyvrU3JKZ3Qfc+JcS4ZIEgpAQGLsEpKzZxJjz/8EDs5dDjVSaSmkDz++U/67J7mt5BIJIqU4g3OJcna70ZSspOspBRAC5ezzwauvZY6bDqdkAJE972ejrY2hWCIBylltXxPLBCdB/4asRjP1CZWlFJOvLalpcDixcB33ymvsZyqJ/gcqrvvpaQoahMn+kpFmhcxUqp/f+U1YXQeX/BzgZ35LFNJZWTYr/4V3ffiB0FKCQhYhFWD2KIiancPAB9/HNtjAsKTUpEES48HeOopkrZPmQKcc07PkLUnGolI6LdvJwI1JQU46STrv29mVwnoHkophsMOU3aVU1OdTUgB9pfviYQ+ucBK9yRJuV9jAVG+133AYkFqqrKQN9OBTx1fnBrrd+4EmpqU/4cbs90JWjmtk32lIs2LGCnFxi0g5rB4I1aeUryflNWN1HAQSqn4QZBSAgIWYVUpBQR34YsFrHhKWU0KWTnS6acrfgunn95z/BYSiUQopf73P3qcOTO4nMEseppSCgD+8x9SngQCdI2cfk9YJaWE0Xn3Ar8ItTuB52G2fE9dSihIKedBi7gwQ0olQ/keAHz7bfD/ewopJcvKXM3ntE7uwBcpKcXGKVP4AWIOizdiTUrZ7ScFCE+peEKQUgICFhENKbV2rbJLbSeskFJWgyXzW5gzJ/gzeorfQiIRb6VURwfwzjv0/LTTIvuMnkZKeTzAypVE2B59dHKQtWYTQ63FCg+R0Ccn4tF5DzBfvsd+zo7HqcRFT4ZW3sOTUnq+cslQvgcopXujR9NjTyGl+Hk4WZVSVsv3tEgpp47L7oZYeUrFqvMeILrvxRMxI6XWrl2L6aztGIdt27bh3nvvxUsvvYR7770XdU500RMQMEAkpNSQIcCgQRSoPv/c/mOyUr5nlQAoLSUCitVsA8pk0hP8FhKJeCul1qyh7jR9+gAzZkT2GT3J6JypCI88kkippibyJnE6MWXVU0oopboX4tF5DzBfvsdiRU4OPYoFovOgRVAzb57mZqChQfv3kqV8jyml2LzXU0gp9j3VpbzJpJSKhpQSnlLxRayUUrHqvAco94WRpxT7mdhYiQ4xIaVeeuklAERMqbFo0SJcf/31WLhwIRYuXIjLLrssFocgIBAT8FJnqwl9LEv4Yu0pBSg7EdF8hoA1xNtrhRmcn3qqQjhYhRlTSKB7kFJMRcg6FPp89L2drCL0+4OPy0z3PaGU6l6It1LKbPc9kdA7F2ozbIBiPSMv9DrwJUP5Xl0dsGcPPWd76T2FlOI3WflS3mRSSpnJi9rbFYJNeEolDrE2Oo9l+Z5RTsvuI7ax4sQ4lwyICSm1cOFCTJs2LeT1bdu2Bf1/xIgRWLlyZSwOQUAgJuCTaytKKUAhpT791P6AxSdQWhO0mpSKpIW7llJKILaIp1KqshL46it6fvLJkX9OT1JKMRVhc7PyGjPLdaqK0OyYkmUlCRNKqe6FeCulOjqMx4hQSjkfLPdRj5lwvlLJUL7HSveGDgWKi+l5TyOl1Ne1uyml9u+nOS0rCygoUF4X5XvxRTyMzu2GFU8pMYdFh7h6Sq1cuRK9VSOmd+/emooqAQEnQqstslkcdhix+M3NwLp1th6WJU8pILJFpFBKxR/q8xzL8/7WW5S0TZ8e3DLZKvhdJSPys7t4SgHBXZv4506EWeUCn4AJpVT3AiOl4qWUAozVUkIp5Xzo2RZYJaWcGOtZ6d7EiQo509oa2eZdskFLAQd0P6UUX7rHK8JE+V58wecfsmzfPcY2zZ1CSok5LDLElZTS84+q5Ve7HLxeLxoaGoL+CQgkErzHitWuRS4XMGsWPV+zxt7jCqc6sUNxI0ip+EOtVInV7ksgQKQUQKV70YD3pTCSO3cHpRRDMpNSemPKDAEvSKnkhFYntVggPV2ZJ80k9KL7nnNhFynlxNyBKaUmTFDuCV4p2p2hFwuYUurQIefdj2xMWVE5aflJWf0MgegRq3LeWCqlWE5rxuhckFLRwRHd9/TIqqVLl6KgoKDr3+DBg+N7YAICKuhJnc2CkVKrV9u7C2elfA+InpQSE3h8wK4bG2+xOu9ffgkcOADk5SllppGCJzDMdisRpFT8YFUpZUTAs9cFKZVciBcpJUlKPLCilBLzi/Ogp6hJ9vK9jg5g40Z6PmlS8PfrCSV8ete1sJAIG1kOtm5wAtgcxuKXmXyWkVK8nxQglFLxhjontCP3k2VlfZIoTylhdG4P4kpKFRYWhqiiamtrUVhYqPn+JUuWoL6+vuvf7t2743CUAgL6CNeNKhymTaPJ/+BB4Mcf7TsuK0bneu8JB0FKxR9qUsquia6iIrgzHDM4X7AAeP55+nmkSElREj2zpFSyT+C8pxT/3ImwqpQyinUioU9OxMvoHDDXgU/4cTgfekoppjzRMzp3evne5s10TAUFRFi4XOaI1O4CvY1WSVJK+JzmK8XyBTYWzeQPjDTVU0qJOSw+iEXzntZWZQ6JZfc9M/lsbi49ijksMsSVlJo3b57m60cccYTm6xkZGcjPzw/6JyCQSOglZmaRnk7t4wF7S/isekpZJQH4oA+IgBsvxIqUcrmA8nIipurqgI8/ptfb2uj1SDvvMZipwefHbLKXSXRHpZSZWCcS+uREvDylAGX8WCnfS3aSujsiXPleXZ02Ie/08j2+dI8pP3lfqe4OLdUk27TS8pXyeKLbtLIDkSjIw5XviTksPohF+R5T8mVmxkb9a8VTSsxh0SHmpBRfmjdixIign23btg1HHHGErlJKQMBpsKPsgZVHrV4d/fEwxFoppbZ9EwE3PmDXjS0E7CID3W6grIwIqD/+ka6nJJFiqqyMfh4N2M5ST/CUam8PPv5kI6X0xhRfvqcHUb6XnIhX9z1AiV1myveEUsq50COlsrOp1AvQVks5vXzvm2/oceJE5bWeREppXVe2acWuJ1NKeTz2bFpFC6vle4EAdd8DhKdUohFLUioWflKAMDqPJ1Jj8aErV67EihUrAJAv1IwZM7Bw4UIAwLJly3DDDTdgxowZ+OKLL7Bs2bJYHIKAQEwQrVIKAI4+mibC7dtp0ldPklbh8wUHQDNKKaskgNpTQATc+CBWSilAIZ5uuIEm1EGDgN//PnpCCjCnjghHpCYL1OoAp5NSZglqM7FOlO8lJ5xavid2mZ0Low25gQNJKbV3LzB6dPDPnFy+J8vBSimGnkRKaV1XlgPceSeQmkpKKUZI2bFpFS2sbtYdPEgxJSUFKC4O/hmbwwQpFR/EgpSKpZ8UYG6TVZBS9iAmpNS8efMwb9483HPPPSE/GzFiRNfrjKgSEEgW2EFK5eUBU6YAX39NJXyLFkV3TOrEyYxSyuoErFZKiQk8PoiVUorhgguAq66i5LyoyL5k08zOEq+cSObyvWQjpSIxOteDKH1ITiRCKWWlc5GYX5wHdv20cp+BA4nc0TI7d3L5XmUl5TapqcDYscrrPYmU0stp3W4q63/hBeDuu4HBg51BSAGhm3WyTP/0GnKwcVlSopBQDGJjJX7Q6mhpR6yPl1KqvV1/nAm1rz1wRPc9AYFkgR2kFGBvCV8kpJTVxFAopSKH2lScRzh/hki6zFjBk08GT7J6x2kVZowhu4tSSk1CJYvReTii00ysE+V7yYl4dd8DzJXvic5FzodRPDDqwOfk8r1vv6XH0aODyfeeREoZxYKyMorxTU1E3DmBkAJCN+uA0JjB511qPyk+7xIbK/GD3690HWdkoJ1KqViTUrIcfhNPKKWigyClBAQswK5kftYsevzmG5K9RwN14qSV9EVbvieUUpGDNxXnYcafIZZKKY8HeOYZ2j2cPVvxmLKDmDLTQpdfpDqppMMq1KRUsiilGAEQjaeU2GWOD6IhtrWQiPI9PVJKlo13me3+7gKRgY2ZaEkpJ8V6VrrH+0kBPZOU0rqu69Yp6hav175Nq2ihVkoBoSQAn3fxpJQ67xKkVPzA54N2bkDEunyPz4H0NlrVal9BSkWGmJTvCQh0V9illOrXj3bnNm8GPvkEOOWUyD9LlO85G2x3sbycEp8LLwT+/W9z/gyx8pRiidkZZwArVlAbW/44+eOOBGZaaneX8r1kJaXCjSmhlHIO2AILCL4veZ8XK3CS0bnWQoUvx7H7uwtEBnb99DylAGNSKiODFnROWqxpmZwDPYuU0ruuHg/w/PPA+PGkfD7uOHtyAzugpZRS56R8PsOM+LdsISKSz7uE0Xn8wBM6WVlAY2NyKKVSUmguYhsoubmh7xFqX3sgSCkBAQuwi5QCSC21eTP5StlJSmntRKoTw0iVUqmpocbqAuHBEqAbbyRj8XHjgEsuCZ/cxYqUCgQoMRs7ViGl+OOMlmQI5ykVCAT/LJnHEyvXy8qiezFZSKlwyZOZWCd2meMDfoEly8CZZwJvvhm58TAjpeKhlApHUGuRUgAtEvmSIUbqn3MO8PrrzjFd7ikwU75XU0Pv49/Dk+Ber3MW/y0t1GwGCDY5B8yZ83cXaKn/ecJ3715g+XJg2DBgxAhnEFNmlFKAcox/+AONy/p68tDkj12ofeMHFgvS04G0NHpup6dUrJRSkkTzWFub9gaq36+MP5ZLh/M5E9CGKN8TELAAO0kp5iv15ZfG3jvhEK58T5ajJzcYKdW3b2S/LwD87GeUCLe3UwJkJqlTXze7EvrSUvr7jEDhd37cbvp5NAjXrUS9QOW9BpIN7Bz260ePyeIpZVYpJcr3nAG3mxaJS5cCI0cCDz0UGSkjy/Et32PjTI+UYq+npASPNX5csu9+xx20MP7HPwQhFW/oxYOKCuDVV6mBC6CUSgFEbqxbR8/ZWHNK+d7339O90L8/NfngEW7Mdido5bRs08rtJqUUQOeL3YeJjvdsDKWnK4t+vdzI7abjlWX6juqYITZW4geelErtlMTYEQ9irZQCjH1S+df4OVWsk6xDkFICAhZgJGG3ihEjyM/H6yViKlKEK9/jF/yRklJsJ4KRUk7Z7Uwm8KbibW3h/RkCASVRilX3PS1Syg6EU0pp7UA7ZbFiFYyEKimhx2RTSoXzlDJTvpeshGKywe2m2MF8XiIhZRgpDjijfI/3LkvltPta5ThtbXTsPp8gpOINPT9NVl7J4h4r4WNqG/Uc5pSFGjM5V6ukgJ5Vvqd1XdmmFaCQUj/8QHHHjk2raMFyhbQ0JWbozWMeD405Vn6lzrtE+V78wJNSdhmdy3LslVKAcU7LXpMkQUpFC0FKCQhYgJ1KKUlSDM+j6cIXjpTiF/uR1DvLslBKRQuPh/6VlABTpgDz5oU3FeevW6y678WKlArXBp7dR/wiNFlJKbVSKpLy2HhCrZRiMnM1zCilREIfX/ALLL8/MuNhfr6IBykVrnyPJ6X4du3qWOfx0HeWJLq/nGK63FOgl/sw9cz27UBlJSml+PKvkSPpfXarfaOFnsk50LNIqXA57YgRdG82NQG7d8fvuIygRUpp5UZsHBYXU961eHFo3iXUvvEDi/W8UiraeNDaquQ0sVRKmSGl+O8FiHVSJBCklICABZhZqFkBK+H7+OPIgzNLnJhqwYiUioTcaGlRPkMopayDNxVnapoZM8J3u+NL35KNlDKSOgPKmGUlH4CziRwjMKVUcXHoa06EmpQCtMeVGaWUSOjjBxZHhg+nBdasWZF1y+S7bcXD7yJcKRRPSkmSdjkO++6DBpkn9QXsQyCgbS7N4HYDc+cSKXXzzcF+Xyy2OKl8LxCgcjRAkFLhOkqnpJD3JKCcs0SDzWFpacocpM5JWcy48EJlw+jnPw/Nu8TGSvzArhuvio02p2Ub5tnZ9q3LtGBkSaG3sSLGlHUIUkpAwALCTeBWMWkSLcwbGpSdO6tgyT4jFvRIKWbWp/UeI7Cgn5MTvuRHIBTMn+HEE5XX6urC+zPw1yiS62YGsS7fC+cplZVlr7dAIsDOYX6+cn84uYRPXb4HaI8rMwS8KN+LD3jlCVtgHXlkeGJbC/HsvAdYK98DQss6tL777NmRfXeByMBfOz2S+uyzKR54vcEG9bFq1hENtm+n+yA7m0heNXoiKWW0+cD7SjkBbAwZKaVY3nXOOfR/lv+q8y6xsRI/aHlK2UVKxVIlBRjntPwGHusYCzgj1iUbRPc9AQELsLN8D6AJ8ZhjqLvJ6tXA5MnWP4NXnWi1WI12ImBBv1cv++rAexKY/8KKFcprrAbeyBfFim9CpEiUpxRPSqWl0XhKdlIqN5f+tbQkHymlNa7MKKXELnN8wBsPP/ccvdbeDlx6qfJzs4inyTlgrXwPUDq8sjHFvvvixWSqDQT7aYnFZOzBrp0kKYoBNT78UPFM9PmILHS7Q5WZTogVzE9q/HglhvHoKaSULJvzSXUaKcXnRno5Kcu7du2ix5wcZROFz7uE0Xn8EAtPKX59EksY5bTsHmKxMSVF8T4UsAZBSgkIWIDdpBRAu76MlPrlL62XVKhLoewmpRiB0rt37MiRnoDGRuV5XV3495uRqEeLRBudZ2Z2H6VUTg6dx+rq5CClwpXvmYl1Ypc5PmALrI4O5Z5i94tVw+94K6WslO8BoXMM/92ZIo99ljA7jw/4WKCVn3g8tOlSUgKcdhptrpWX08/USiknxHkjk3Og55BSHR3mmh4wUmrbNjon8YoderCSG7F4p0fCC1IqftBai0Sb08bD5BwwzmnZ92K5Umoq3VuClLIOUb4nIGABsSClZsygIL1/P8nKrUJNSqmDvFlTSD3w8lihlIocPCnFJlIjRHvdzCDRnlJZWcp7nbBYiQTMP4oppYDkIKXS042VTmZinSjfiy94rzK90thwCLdIsxuRlu+pxyT/+3pxRSA2MIoFrLzylFOIlAoElBKp8nIiMgBnle8ZmZwDPYeUMlOWCQBFReSZKMvApk2xP65wsKIiD5fjCLVv/KBlCJ4s5XtGOa3a6kBs3kcOQUoJCFiA3Z5SACUDRxxBzyPpwhdOKaU1gVshAPigHytypCegoUF57jRSijcctwNmlVLdyVOKKaWA5DA6D5cYqskCLYiEPr7gyc5I75dYzGFGiKR8D9BX/PK/IxAfGPkOsfLKk0+m/7NYwIgpdh2dUr5XU0MbgJKkKIDUYN+zu5NS7PvxGxR6cFIJH+8pFW6jNBwJL9S+8UMsPKXirZQKZ3QOxK6yoSdAkFICAibB19/bqZQCqJMSAKxZY/131aSUerESrTeRllJKBFvrsFq+p+Wb0F3K99SeUkByklKyrCS9yaiUMkoMzcQ6UfoQXyQjKWW2fI+NM6GUch6MfIdKS4mA0rpubrdiTu+U8j2mkho+XJ+oCDdmuwus5LOMlIq0IY+d4Mv3wuW0bIMoJ0f752JjJX5IZqNzI6WU2Y0VgfAQpJSAgEn4fMriy25SauZM2rn78UfypLGCcOV7dnlK8UbnYgK3Dp6UamkJv7BiybudppA8ZNkZnlLJXL7X0qKUruXkKImvk0kprXFlZHRuRiklyvfiAz6GJEv5nlmlFG8SC4TGOj6WCFIqvjDTiVMrlshyqFIq0Qs15ic1aZL+e9ixer3dm3C3QlDzSqlEx3t+DguX0wqllHMQS6VUvLrvWSnfS3SsS0YIUkpAwCTM1t9HgsJCxXTz44+t/S5LLBixIMr3nAl+QQkA9fXG74919732duU6xoqU0ls48zu0yTym2C5saiolWsmmlDIiO60opQRJHR/w4ypSUire3ffY+Glv117M6imlBCnlHEQaC/x+5Zo7pXwvnMk5EEzSdGe1lFFZphqjR9M8V1cHVFbG7pgqKsinTAseD/3cTPc9BrNKKUFKxR5szsrIiC7v48eIWinFxojdMGN0Lkip6CFIKQEBk2DJSWqqEnTsxOzZ9GjVVyoSUiqS8r1evYSBXzTgPaWA8L5S7Lrx483OSY4tcF0u+0nWSMr3Il1kJxK80kySko+U0rufZVkopZwIO8r3EtV9D9Be4Js1ieV/tzsTBU6EGUWNllKKH6NOKN/zeoHNm+m5nsk5QHMSi23d2VfKqCxTjfR0YNQoeh5LXymXiwzy1cQUM9R3uYJzo3DqfVG+5xyY3RALBzZGnn46eH3CjxG7wZS8WnmqmrQXFSWRQ5BSAgImESs/KQbmK7VunbVFLUua8vPp0YiUsurfI8uK/5HovhcdmFKKXYNwvlJaE7idk5yaULETVsr3ktlTSl3+2F2Mzjs6FKJJeEo5B3Z6SsVLKcWSeUCbTOLHI6Af6/hYkowEdjLDTO6jVQalRUolMnfYtIn+fu/e1ClQD5LUMzrwWfWXi4fZOd+5kRFTjGwoK6Ofa5Xv6eVGonzPOTCzIWYGbIz885/Anj302n//GzxG7IYZo3M2hwmlVOQQpJSAgEmY8VWIBoMGAUOHUpD+7DPzv2fFU8oqqdTYqLyXV0qJYGsNsqyQUoMH06NZpVSsuu/Fyk8KMDaFBIKTYUZKJeOY4jvv8Y/JopQyQwCI7nvOgR3le/FWSkmSsa+UmvAQSinnwQoppaWU4sdAImMFM+meMCH8RkxPIKWsbrTGqwOf2w1cdBFw883A4YeHkg2ifC85YaenlNsNnHMOlZJ++y3wzDOxI6QA441WdQm6WCdFDkFKCQiYRDy6Flkt4eM7AjJywUz3PbPBkhEneXnmpNIC2mhtVc7ZkCH0GI6U0mp7HAjYVyoVS1LKrFIq2cv3WMKrVkolCymlFw/Y9eHveS2I8r34Ihm77/F/S4tM0munrR6TfHwQnlLxRbSkFB9rEqmINWNyztATSKlIlVJbtsR+vp44kTbyKitp7PBkgxVLinBKKUFKxQ98rLeDuJk7l8jllJTQMWI3zJBSwlMqeghSSkDAJGJdvgcopNRnn5lL3vgknyml1MSFVvme2WCpNhEUpFRk4Ev3WIvscKSUVttjwL5zHw9SSs/cWMtTKhkncLVSKtlIqXCm0uFinUjo44tkNDoHIjOJNVJKCVIqvjDjPWRUvseT24mK87IcrJQKh55ASlnNaUtKqCmPz6d4c8UKL72k5A4+n1LKx3d0NLPRGi7PEWrf+MEuTymG55+n8ZCWFjxGYgEj9b/exooYU9YhSCmBiGCmQ0Z3QzxIqbFjgaIiSoTWrg3/fpYwSVKwPFlvt9LqRKAmpcQOQGRgpFR+PpVBAuE9pbQk6kBykVKA9uK5u3hK6Smlks1TSo8ACFeqLBL6+CIZjc4BZc7UWuCrx5rovuc8RNp9T2tDLFGxYu9e6niblkad5MLBaMx2F1hVSklSfEr4PB7grbeIBJszJ9hjio8LZsr3zHpKiTks9rDLUwqgsfDmmzRGSktDfcjshhlPKVG+Fz0EKSUQEcx0yOhuiAcpJUmKWmrNmvDv1yqDAoKDIa+4iVYpJbrvRQZGSuXlKaRUJJ5SgH0TXTw8pYDw3UqSuXxPz1OqpcWZ94gsa5Odep5SZpVSonwvPrDTUyqeSik2jqyU7xn5nAlSKr7oDuV733xDj+PGBedKeugJSil+c8gsYk1KsTXEkUcS4dDREWx+zm94G81hDOE8pYTRefxgl6cUGyPHHKOo97QM8u2EkVKKxUdhdB49YtDYXqAngNXulpdTMC8tDe2Q0d0QLy+OWbOA118nUurqq40NOflj0iMuopkIGHHCiJRES/CTFQ0N9JifTxMoYE0plWykFCvX8PtpEmelpQzdpXxPTykF0OJf/b0TDf4cG8UDq0opkdDHB8nYfQ9QFr1WSh/0xqTe5wjEDmbIC6PyPTOKlljDSuke0DNIKTNlmWrEmpQKBGgNceAAsH27kr+yNQUfA4WnVHKB71IXDXHDxkh9PZWRFhTQ62yMxOJamilBF0qp6CFIKYGI4XZTO85rrgHuvx/o06f7ElJAfJRSFRWkOsjOJpXSDz8oSYDHoxCADDwpxZd48cEwGqNzoZSyB0wplZtrXSmVnk7EpCTR2EiG8j2AJvGWFu1JvLuU76nPYWoqfW+vl37mNFKKV9cYJYZWlVIiHsQH3bF8T88k1kgpxbzqwnVQE7AH0ZbvpaYGX9dEXDsrJudAzyClItloHTuWrl11NVBTQ3YTdoLlt7fcQo/8nOV2E1m1bBnlu8zkGtDOaWVZdN9zEnj/wGiIGzZG7ryTHtlGL5CY7nt6JegiL7KOblhkJRBPsKSjri723Q8SjXiQUi4XkU8suLESPr2ySD6pkCTl53aTUkIpFR14TyleKWVU9sRfN8D+cx9rUkpP7izL2mWn3YGU4p870eycT/CNzIetKqVE+V58wI8pn8/6eff5lGudCFLKrvI9IDnLfZMVdpTvsTgvy/EnABobgZ076Tnb5AuHnkBKRZLTZmcDw4fT81j6SjF1uTrO8SbngPFGaVub8rvhSClBIMQedpXvMbCNXZ6UihVYPmvkKSW670UPQUoJRIymJtqxYElGrLsfJBrxIKVYXfS2bdQKd/Vq47JItfxaKxhqkVJmCQAW9EX3vejAEqy8PGUC9fuNiQt+l5l/tOvc8z5XsYCeMSTfkS/WpFSsGzIkKynF1HfhCIBwxIXYZY4f2tu17yUr4BfYiSClrLTTDkdKaRFcArFBtKSUullHvBdrjDwZNMj8ArYnkFKRWlLEw+y8vl55zucGvEcqYEwAMFWoJOlvsAhPqfjBblKKjZF4kFJGSilBStkHQUoJRIxbbqGOJiUlwFFHxb77QaIRSf19JHC7gV//Gqiqou4S//iHflmkOqnQCobRdLxQK6VE+V5k4AmgtDRl186ohI+/boD9E108yveA0MUj///MzNga4Ma6IYNWaUCykFKAfd33REIfe2h1dLR6z7BFmtqnLtYwU77H3mPGU4r/PYHYwwx5YbZ8T/2eeICV7k2caP53egIpFelGayJJKV59BxhvlPLzs165qFBKxQ+8p5Qdyn/my8o8pWIJM933BCkVPQQpJRARPB5SSZWU0L/6emDx4u5NTMVDKcVw2WUkk2bdsvTKIvVIKb3dSivBMhBQgr7aU0oEW2vgjc4BheQzMjtXl+/ZTQjGi5RSLx7ZmE1Pp4SQJZexIKW0OrLY2ZAhmZVSQHijc7OeUoKUij3UnR4B6/dMIkzOAX2llCwHL1QA80opQUrFD2Y85sx23+NfjxcYKWXW5BzoGaRUtEqpTZtiQ+bIspIzAcFEgFpBbkRumOk0KpRS8UM0G+RqyHJilFK80p/BbAm6QHgIUkogIhw6RIuv/v3p/4EAJc1sEdgdA3w8SSmPRzFy9Hr1ST49UkprZ8lq+V5DA11HSVKCvvCUigxsQclK5cyYnau9E5LVU0q9s6S+j2LtKcVi0n33AYMHA08+aV9DBiOllJayJdEwS0qpkyw9sN3n7hjvnQY+hrB7xmr5nplFWiyg5ynF+8WE674nSKnEwUr5niwr15TPPVwuJV7EM3/w+ahhDGDe5BzoWaSU1Zx2yBCa87xespqwGy0t2uQm/9zMZp2ZHEdsrMQPdpbvNTUp1zyenlJA6LyrJu3F5n3kEKRUN0SsfVQA6rRXUgJMnaokuIy1druDO8R1F0Q6gVsFU3IcdRQwZQowa5a++kx9TGY9pcww+Kx0r6BASTjZ7wcCwtzYCtRKKd7sXA9q7wQ7SSlZjj0ppaeO0PNBi+XuudtN47mpie4ZOwipjg7lGvHnkBFUTlRK6Znn65XvhYt1Ypc5fuA7eEZK5Cai8x6gX76nLuUFwo9JBkFKxQd8YwozpBSgxINYq33NYOtWGiu5uUSmmIURKRWPHDseiFQpJUnAYYfR81iU8PGle4C2UspM+Z4ZEl6U78UHsmwvKcXGSHa2El9iCX6Djh+PPp8ydmJltdGTIEipbohY+6jIMrB8OT2fP1+p5zVaYHcHxEMpxZcWHX88vTZlin5ZpDqp0Jqg+YnAymKGkVKsdI//fPXfEDAGv6AEzCmlYpnQe73K5ySqfI/dR7Es32PweBTVn10NGXglFJ/0JlP5XjhVivCUcg54EtmoE5ARIl2ERgs9gpodP2+6L5RSzkJHR3BjCj1o5QbqjZVEdFr97jt6nDBB31dIC+y7ahnqxzrHjhei8UmNpa+UGVLKjNG5lpJZDbGxEh/4/UocscNTKp5+UgAdL7uv+bmHH5tCKRU94mh1KRAvMBVAeTkloVOnknz56aftKVv58Udg1y4KLMcdB7zxBrB/vyCl7EAgoFyjZ5+l1xoagF/8Qvk5D/Uig03UWkopqxOB2uQcCE0842mWm8xgpJQVpVQsSSm2wE1JCU88RAq2cNYjpeKllGILhdGjKak44gj6PxBdLGTnMDs7eBGSTKRUOKPzcLFOlO/FD92BlNJTO2VmKmNJdN9zFvjzbDRXaCmlYl2CbgaRmJwDxkopPsdm/7fTqzAe8PuVOTeSnDaepJRW+Z5dnlJiYyU+4OeqjIzo81mWO8ejdI8hI4PiAT8XsfgoSaFjUmzcW4dYUnZTsEnx9ttJjTF0KHD11fZMlitW0OOsWRTsWVBQTyTdDfEgpfiyR0Zg8GWRapjpvhdp+R5T8fBKqUR20ElW+HzKdVJ7SjHiTwt6pVZ2JPT8AtfK7rEV6HUr0SNSY0FK8QuFDz4Atm8HTjiBvEWiJab0yh+TkZSKVCkldpnjB368RVu+lyhPKb3yPX6c6SX0bEzm5JACwiohJxAZ2DVKTQ0mntTgiXl27ZxQvheJyTkQ3lOKzRv/93/ATTcBw4cDl1xiPyFVUUHnVutzmQI4ErsMnmyMhKRm5Xt79tDGKctX7QBvcg4ExzmzGyuAOaWUIKXiAz5eW226pAWnkFJ8rqTeWBFKKetIEpFp90M8atLdbrphwnVwswK/H3j3XXq+YAE9mlF9dAfEe5eZTfLqCZqHXvkeHwx5CX0k5Xt6SikRcM2BqaQkSSEsrHhKxaJOPdZ+UoB++V48jc555SHvc2JHQwa9c8gS4GQwOo/WU0ok9PGDllIq2bvvqccjEF69x+ZFoZSKD8zmPU4s36uuBg4coDjFSBSzMGN07nYDNTU0x3u9sVFIxapUkN0/Lldkivf8fGDQIHrOjOTtglH5nhX1nRVSSmyyxhZ8LOBVRdF6SsWTlNJSKGtt4AlSKnIIUipBiEdNusdDN4wk0QRkh4/Kl1/SQrqwkMpgAKGUihUiIaXCKaWsqG20lFJau6ECxmDXj1clsXOaqO578SSl1ItHMyWndqG0VFkoqBdK0TZk0Et4u4NSSpTvOQ92KqWcUr6nNc7CeUoxDxHhKRUfWI0FgHPK95hKatQo63kbT0rpNXV5+mm6B8N1SY4GbAOlvJz+XnOzPaWC/DwcqVo6ViV8Zsr3wjXrAMwpQ0WpVXxg9yZrvD2lAO2NVkFK2QtRvpcgxLom3eMBnnpK6ZKXnW2PjwozOD/xROXGE0bnsQE7r9GSUlpG55F6SrEdDp9PBFyz4Fu5MzjFUyqWpJSe742eUirW5TjqkpJo0R3K9/QWiVplVVoQ5XvxAx9HIr1nnFa+Z5TQ83HO71fGqCCl4gsrpJTLRbHAKeV7zOTcqp8UoORUgQB9D17NB1CO/c9/Av36UY49ZYo9ObYW2OfdeitwzTXAuHHAFVdE93fs6CY9fjytCWJNSvFxTq2+i7Z8r6fOYbEqC9WDOtYna/keEF4pJYjOyJEQpdTatWuxdu1aAMC2bdu6nvc0uN3AxRcDN94IjB1rLyFVXg6ccw5NlgBQXKzfwc0sWlqA1avp+fz5yussSezOSqlAQAlEiVBK6e3UReopFalSCkiMWWkyg5GKvOcCI/qamvTPozr5snOic0L5Xjw8pXiod++jRXdSSun594jyPeegOxid65XvaSX0/H3K/x6Lo4KUig+sbMap56hEl+9FanIOBH9fNZnKcuxzz1Vy7OnTo8+xjcDsOAIBujeiXSfYEQuYT9cPP+jnqJHAru57wuhcH/HuIBkrpVQiSCktpRQfL4RSKnIkhJR67LHHMH36dEiShCuuuAIjRoxIxGE4AvPmUeA8cIAGsh07LMxH5dhjldcOHIjeR+WjjyiwDB5MJBpDT/CU4oNQvD2lAgH9Ba4eKcUvMiMt32NKKT1SSuwCmAPzlOIJoNxc5Tzq3TdWki+rSCQppd6hjWX5Hg8W9+xSZJnxlLIzUbcDZolOs0qpnlq+Fw9PSDXs9JRyWvleuF1mPoYwxakgpeID9SaCEdTXLpbNOsKhtRXYsoWeWzU5B2hRzsalmpRiOfa8ecprDQ36ObYd8YKpVySJ4ni0xJeV66qH4cPpHDU3U0duu2BUvheJp5RRntNTSSm+LJSNpVh2kDSr0jaLRHpKaXXf0/JFFKSUdSSkfG/69Ok41CnDKIzniHIgXniBFi4uFw1gjyf6YMAkl6zUDqDg3NJiT+neggXBNeg9gZTi236qZdyxQno6JfNtbZTw8OVfDHqklF4NPpvIZZkmYb3dEL9fCfpqUioRHXSSGYyU4pVSkkT3TU0NKdL69An9vViSUlpEmd0IR0qplVKxLt/jjc7tQDillCzTd413qZQRrHbfC6eO6KmlD2yXGQieU/mk3m5oeUpFqpRKpNG5LCv5g1Hpg5ZSKiNDX3UlEBtYUUqpTaPVBEI8c4eNGykuFRfTv0iQlUXjTE1KsRx71SrlNaaI1sqxo40X7H3Dh9N1mD49+lJBO+woUlKolHD9eirhGzo08s/iwXJPrU6bkZTvmVFK9cR81u2mdduSJcBDD9EaIxaEFGCta6IZJNJTSqt8Tyil7EHCjM4LCwt7PCHl8QDLlpH8d/JkmujslP5WVQX//+DByD/rwAFg3Tp6zu8OAT3D6Jzf0Y3UFDISGJmds0UvYN5Tiu+yYhQw6+oUslTd6leU71kDu3ZqUpHdN3pm51YMPa0inkop9cI5nkbnPNQLpWihdw75+8xpJXxWjc6FUkob/C7zTTcRuRzLXWagexidA+ZNYrWUUhkZ+g0UBGKDZC3fY35SkaikGPQUfgz8RqxR/huNKoV/3/Dh9NqsWdGXCtqlmoyF2Tk7l2yzzozReaTd93rqxgrDyJE0Fuys1tGCnZ5Ssqzce7znbayhpZQSnlL2IiFKqbq6Orz00ksAgC+++KJHlvCxiebss4F33qHXLryQkny7zBKrq4P/f+AAMGRIZJ+1ciUFgsmTlRp6Bt54tK0tes+leBvwmYEdppCRoKCArqMWKeXzKUGPJRbqYOj3KyVEvKcU+3091Rcr3SssDFVTCaWUNWgppQBlMg1XvmeX3JmHlvm63QjnKaUu34uXp1Ssy/ckiV6rq6P3RLpLHwuYldALT6nwcLuBHTuABx8EnnuOVAKxIqQAe8r3EmV0zifsfI5gNqHnSVI9slsgNrCS+6gX+LGcw8IhGj8pBr4Dnxb4DaVwm7JuN91/f/wj8Je/UG5nJl6wUkG3G/jf/5TjYb8Xaey1q3GP3aSULCv5bt++wM6dse2+15OVUgCwYoWyRrCrWkcLdnpKtbYq48ApnlLh1L4C5pAQUuryyy/vUkmNGDEC8+fPx9atW0Pe5/V64eWufoNRG7IkA5toDj9cIaV480I7knwtUioSyLJSuscbnDNkZSkd2erro5/kElEaEQ7x7rzHwIgMrYSHT5T0/Hn4ydyKUkrP5BwQ0lSr0FNKMVJKSykly8q1Y+c72brvdffyPaNzyJNSToIeKcWPKZ7sFuV7xpg5kxaY7e2x3WVub1fGbTKW70kSxQO2ccUQiVIqnHpFC07c6EoWROMpxXKEWMxhRpDl6DrvMYQjpfi8zMzyZNw4xWuwqMhcvODHJYuz7Hjs6L4XrVLqsMPocft2IoGijS3Nzcr3ZEopM0bn6jEly+aUUj15Y8XjIcFBSQkwdy5w5JGx6yCpl3sEAsEl3WbANnL5TYp4wCwpJdZIkSMh5Xvbtm3rej5ixAhs27Yt6DWGpUuXoqCgoOvf4MGD43mYMUVpKd30Wl3S3G57EiRGSrGd+khJqa1baUc4LQ04/vjQnzN/HMAeXyle6vzII/Q9Yl0aEQ6JJqW0Eh6WVKSnKwFeHQz5BXhaGk3ALPgbLc6ZUkpLGit2AaxBT5VkdM/wCVayGp1rSZ0BfaUU8zmLFeLVfQ9wbgc+M74O/GLfTBt4oGcm9ADw9tuhu8yxABtHkkSLyEi77yWqfA/QJpOsekplZurHFSPEu9NUd4LZUl7AOeV7O3fSPZORAURThGFFKWWGlHrrrejihZqUigZ2qf+LioB+/eh7bdoU/XExoi8rSyG4tEgpMyXo7FyL8r1QsNh3/PFESrW3a5eZ2gW93AOwTlInovMeoD3vasVHUU0SOeKulFq7di3mzp3bZXTO0FtDkrFkyRJcc801Xf9vaGjoVsQUoN1Vwg7IsuIpNWECETuRklJMJTVzpv4itrCQPKvsMjt3u2mS+P3vgTvuIInwz3+eGEIKcCYppbWDqU7oWfCUpGDiqqPDOGAaKaVEvbQ1sGunV76npZTiJz0jVUukSKRSSj1u+eSkoyN2O1/qhVK0CKeU4t/jFJiR0LPr5XIpY04PPX2XeflySuhnzgSOOy52u8z8WOObbSRL9z1A2wvKyCRWr3wvEqNzdj3465Poja5kQSSeUoku32Ole+PHB88vVhGOlOLz3aYmGrN6MdPjIRK7pAQ46ijgxBOtx4tYkFJ2xILx42m98f33VP0RDRgpVVCgTQKoFeR6Y4oR8EylqYeeWr7HqnXS00lVyM6xndU6PFi8ZteUEdQAXTsr92miSCmtnJadN6GUsgdxJ6VGjBiBe+65p+v/K1euxMKFCzVNzzMyMpART21eAqCllLIDzc3KpDNhAvD++5GRUn4/8O679FyrdI+B+UrZaXa+aBFwzTV0DHrS+3ghUck8O69GSin+mPSUUup2pR0dkSulxC6ANeh1ujNSSvFxIVmVUuHK99gihx+bsSSl4tV9D0huUopfhIaT1ItdZuCbb4JL72NBTKnv10gUJ4GAci8moiMkm6e0SCk+BoTrvqcXV8KBXY+//IV8wAoLBSFlBlZyH/UCP5Yl6Eaww+QcsKaUAmiu11oos3gxdy7w9deKKgWwFi+Y8scOUspKWWY4jB9Paww7fKVYrsuTUkaeUnpjip+fjeaxnjqHsWqcZ5+lR574i4enFE/eWs1p2TozUaSUllKKJ+3Fxn3kiDspVVhYiCOOOAL33nsvCgsLsXXrVixbtizeh+EY8DejnawqK93LzweYuCwSUurrr4mgyM+n3R09xKID37/+pdQae72xM+Azg0QppYzIPjOklFo+r/UeLZhRSvWkXYBoPEkiUUqxxMvlUhJ9u867LDuDlFKb8wOxLeuwk5Ti/Sq0ziEjqth7nAIzygWtkio9sGSfLZZ6Ctguc0YGkVJ86T37uZ1QE9uReErxC9lkKN/T8pTKzIyclAKAxYuVja7JkwUhZQbRdN9TEwjxKt+zw+QcsKaUAihP01oos3hRUKCQUoD1eOHE8j0g2Ozcqj+QGizXzc/XHi9m1Xdmmzr0ZLUvYL+CXA92klLsvmPro3jByFNKvfEP9Kw1kl1IiNH5tGnTMG3atET8acch1qRUcTF1sAAiI6VY6d4JJxjLK1lwsKt8z+MhUqqkhP6deWbsSiPMINHle0aklFbpg1oppUVKGbH4TCllZHTek3YBIjXfl2VlQannKWVUvmf1uplBW5uSgMWDlFInO2pSSpKURgnJQkq1thr7VSSLUsqo05mZWKdWRvQUQ2n1LjM/d8difrJDKcUWaSkpwXElXtAq3zPaZbZbKQUATz5JY1WS6HwkcqPLCTBzvyZb+V5dHbBnDz1nZEmkMCKlAgElL8vOpvGk5yvF4sUrr9BjpKoUO0kpO5VSo0fTHF5XB1RWAv37R/5ZZsv3wnXfM9o04sH7yUVLqCUjEkVKMUsRvz9yUipRnlJapJTROkzAPIS9Y4IRT1KqocFaItfaCnz0ET1fsMD4vXYanbOF/gUXECEFAKefHjsDPjNINClltXxPb6eSf26mfE8opQhaBpBmPElaWhTyQk1KsXN76FCo0kTrutklCWYL3NTU4N0du8EvHnlzVzZu+HspUo8cs5Bl5Rjs+BvhzmGykFLhOp2Fg3qXuacZSrOxFGvlh5qUisTonO+8l4iFl1b5nno8AuE9pbTILTPweIiEKSkBpkxRPMD4sVpRoZ9fsN/vTjBzv0ZDUpsttbITrHRv6NDQOdcqjEiphgaFxGDVCOHMztncFwmhCsSGlLIjp01LI2IKiL6EjyeljJRS4UpCGSllViml9Rk9AYkipYDIyZtEe0rx50p037MXCVFKCSjQCrZ2gJFS/frRTn5mJk1CBw8CAwea+4xVq+iGGzhQafuqBztJKSZ1Pukk4KWX6LW2ttiVRpiBnbtKVhApKaUu3wvn2aGGUEqFgo2/pUuBBx6g8rtwniTsumVkhJIXTF3o8xF5xStujBRu0U50atPkWIGfpDs66PvzC0mtcasVA+1Q3/Bj1U5SSu8cJhsppecpFQ4soWeEX08zlGbnLdbJpx4pFYlSKhGle4Bx+V44Pw4tpZSVRRQbg2edRR3QAPIbmjw5eKxGqohNVpi5X9esoZ+ZGTd65XsszsSjfI+V7k2aFP1naY1ZBqZwzs83b1/B52WRqHLs9JSy2yd1/Hjghx+IlJo7N/LP4T2ltMqUzcxhgLHnIw++jMzvj84YPxnBk1KxVIppGYJHusGdKE8pI6VUuBJ0AXPoYbef8xArpRTrvFdcTEGmb19g924q4TNLSq1YQY/z54cPVHYanbMF5r59ymssKQi3qIlV+UiiPaWsklLqHXwtpZTeePP5lJIzLaPznqiUYjjzTOCqq+h5377hxyNbTGrt2GZkKLL/Q4cSQ0rFEjwJ5/UGk1IuV3DyZ7RYsWOhyBPZdpNSWnCqp5Re+Z5WqZRVUooltKxz6p/+BDzyCJ2L7khIAYlTSkXjKZUoUsqofC9cO21+TBoRBXpgG13jxyuk1P79wI03Kj8Heh6pCij36113AQ8/TGOM/652eErFs3zPLpNzwFgpxas1jPI0HurGRlaVyk71lALo3nr5ZfuUUvn51sr3IvWU4kmpnugrxe5VWY4tKWdWFWsGTvSUEuV79qCbiemTD7HqvseX7wHWfaVqaoCvvqLnRl33GGJhdK4l3w+HWJWPJLp8z+sNbxgNhDcaBcIHTLYDmJqqTab05F2AZ55Rdivb28OXkuqZnDPoKQy1uibaXb4Xa1IqNVW531hCwisOeaLbSPnBl07edx8dv9WFot2kVLhd2GRTSvFjisUVK+V7QPA5njqVVLm7d9Pf6I6LeSC5lFKJJqWMyvfC7Z7z5BX/3c0a7JeW0hjk85PKSnp0u4M3qli8WbqUlOaPPdZ9CSmGCRMoN9S6X5OpfK+jA9i4kZ5Ha3IOWCelwuW//PeOpFwqFqSUnUopANi8OfLyREDbU4qPcywuWOm+ZwS9OaynINoxaRbdqXyPH98sPgqjc3sgSKkEIx6eUoB1UurddynhmzABGDAg/PvtNjoHIiOl+AXs008De/fSY7Q7nXbvKplFdraSpKt34cyU7xl5E/HjjffSYKV7hYVEHKi9NPSSgO7ux+HxAP/+t+JJsmhReI8zddcsNfQ68Jm9bpEg3DHZCbU6Qu8+MirfA+i+Pf102s2fNMn6/RxvpVSykFJ2KaWAYILgxRfp/x0d9NmJ8AGMB9hY8vtj24HQTqPzcMqBWMEOpVRGRvC4tLr4ZbEPIKWUHtxuem97O8273ZmQAoh4k2WKk+r71Uruw2+csPsfiF/53ubN9NkFBeYrAoxgREqxObtXL2ObBR5aY9oK+PK9aOON3ZYU/frRufD7gS1bIv8cLU8prfI9s0opQUoZgz9vZkmpSHL97kBKaSn32HOhlLIHgpRKMGJBSgUCtEsNRE5Ksa574QzOGVhwaGqy73tEOoEzYuq++2gBe9990e90JkopJUmKWskMKaUuzdOaCLTK93iFGUu2evfWVpjpBdzubHLMvsOiRYr5/mmnhTffj1YpxUup7dpljpdSCgjdWdLbnTWzWDnmGLof2tqsq2/s9pTqzkopLaJAD1omsR4P8N//0n0yaRJw0UWJa1ARa8RqU0kNO8v3EkVKGXlKhVNK8UQp/16rC3t+Dq2p0Y8FrNRfkmiR3B3HLoPHQ/leSQkwbVronBZp971AQCFO4lW+x5fu2eGNY1YpZZaUioQA4MFibCAQ/Txm90arJClqqWhK+MIppax23xNG58aIRCkVSa5vNtaHA1814iSllPCUsgfCUyrBiEX53qFD9LmSBBQV0WtWSKlt24CtW2nBcvzx5v5mXh79PVmmiVnLIJvBrO9TJEopBreb5PeyTDue0e50JoqUAmhyrqszR0qpg7xWGZgWqcR7aUybRs/37tVWpOhNJPxnNDaSiey2bXS9k738gXmSHHss8MYb9Fpzc3jzfbYzr9cFSE8pZeeukhrxJKXUO0vRkFJvvKF4F7HdfKcqpRhZ1dTkrDbT6nigNaaiUUqxpHTOHGWBeMopdH21fMGSHerFEq9stBN2dN9LtNG5VvmeWZNY/n2SROe5o8M6KcWXV8kyeW8OGhT8HjaGR42iYzl4EHjqKfpZdxq7gPJde/WinM3rJRIZoNd58sOqUoq/N+JVvvfNN/RoR+keYF0pZdboHIiMlOLVUa2tkXfPlWXl3rEzHowfT8b4kZJSbP0AUN7LnhuRUmxM8b6GgPnyPUlS1i49USkVCSkVifeeXZ5SjAxOTY3/XGbkKaXXfc9J+V8yQJBSCYZWrXS0YKV7ffsqSYIVUooZnB99tL7CQw2Xi95bX09Bw4iUMmtcHA0p5fEoxFxTE5XwXXyxtc/gkWhSCghNeCIt39MjN9i1+L//I7+NXr2AW28NnWCMJhL23ttuo3EwcCBw3XXJn8wzz5GtW5XXWNJj9N0YKaV3H1kp30tGpRS7X9jErXcfhTPf93jIoLikhDqBnn22NZIjUZ5Sfj8lY2ZUR7GG36+MHaNd5kiVUkwdUVZGj4yUqqlJbOfUWCIW87cW7Oy+l+jyPbOdi/Q8pdhjJKQUX74H0DzHk1J8DvLee8DOnUCfPsCJJ3ZPUjUQIMXvf/+rvMZ3OubJGDtIqXBxPhrIshJz4kFKRWt0bpWUUpfrtbZGbvTMOq0B9ua00SqlmpqUOcKq0TlA55e9biXeuVw0Zrvb/GQGkXpKsQYJS5cCjz5K94rR5rPZqo1w4O+7eJM9Wp1fjUgpgM4RP0YFjJHEBTXdA7FQSvGd9xgYKcUIKz0EAsDKlfTcbOkeg1mzc973ick/tVj2SEkp9llHHUXeP337Av/4R3QS/ESaxOrtwtlNSgF07pkfREaG9gQTTnLLf8aBA8rOa3cAPybNlGaxJFVPKaVXvqc28wTsK31IZPmeno+FUTkSu5+PP55IKa9XO4YYQU1KRevHEe4c8kbuTinh4+eXWCil/H7FUJrvOlhTQ49qQ+nuAK0d/FjADk+pRBuds/HEjsPnU+5LK55S/KPVzSo1aaD2lWKkKpvDGAYMUMjW7oTSUmDs2ODX2PVxu4GFC+m5JJlT5fDleyyWS5ISJ9jPY3GvVFaSH2ZqKjBmjD2faVYpFYnRuVVCVT32ojE7t0o2msXYsXS9q6sVCxErYOcvO5tinFZeoKf2BYLPL5uDzOQ5aoP+noRojM7HjKH15s6d4S0VtEipSOJBovykAOXY2b3LKw71SCnhK2UNgpRKMPgByweHaEyj1SbngEJK1dUZB4B162gyyc0lpZQVWDE7d7uBxYuBO+4AZszQln1GQkrx5NYRR9BrJSXkRxONr0kilVJ6fgVmSCm1KST/Hq1x4PHQd5UkmjC0zle4emmPh34mSRSwb75Z+33JCKukVLTle8lOSqkncT0fC6NFNlsoHnMM/Z+dG0ZMmVko8tfNDpl+uHMoSc7zleITTiOT2Ei6bQHBRB9PSrHGCd0Rep5SdjZ9kGV7PaWcUr7HL8rNlu+xMam1Y20GbNHLciM1KcVIVfXfX7u2e5KqAPDtt8H/5wkL/rybUSXwi3t+Y4X9bizL99j3GDPGPmUqG7Neb+icoecpZbThEQ0BoKWUihR8h1U71SZZWcCIEfT8hx+s/z5fugcYe0qxsaRHAJj1lAKCydSehmjGJGuQwO53o/WVEXkTSfleIkgpduxsQ4VX12nNYUDPJDqjgSClEgw9pVQ0ptFapFR+vpLIGu1gMIPz44+37o+hp/rQw/jxtGDZt0+bZY9kV4nf6eQnmJKS6HY6k42UYufOSh03G1vDh5PC7Nxztceg0UTCPmPMGPqMkhIqnewuRrFaO3FGCFe+F87oPNnL99SLx3BKKS3CjS0U2WfwCguzC0X1fR/tTr2Zc+hUUiolRUmajFQpZmIdv6Dhz7GWUqo7Qk8pZWfTh/Z25b7oTuV77JF5RDGYMd/XMk03g3XrSFHD1EE8KaUmC/m/v3Gjcv66G1jJGwNPdljNe7TK9/hrG8vyPd7k3C7w31s91rQ8pQIB47xAS5FqFrFQSsWCoI6mhI+Rxux8qsv3GAEC6JfvMZj1lAKEUorBCinl8ZDVC2toUlpqvPFvl08qy5UjLV2NBvyxt7cH38Na3fcAoZSyCuEplWDo7bRGYiTHoEVKSRKppfbto5Kq/v1Df8/rBT76iJ5bLd0DzEuYGVjbcD3jYj5Ymp2A+QUqP4l/9x1w/fXmPkMLTvCUikQpZURu8Asafmy9/DL9rdJSYOTIUC8NvYmE/4wPPySTc9ap7m9/C/6MZEWkpJRVpVR3I6XMKqWMkiK1QbKVhFqLlIrmXjaT8DqVlNKSz0fqKcWbxOrdGz1RKcXP3/v2AT/9KcVEM/O3Gmz8SJIy5pO5+x47DhYT0tODyU02Jpmi0eUK3WVXKzDNoq2NSCmWI1VW0qPazxJQxrPLRcexbh0wc6a1v+d01NVRQxOANkjq6oJzLasd2rTK97TUvrEo37Pb5BxQxqYs07lg905Hh0JSFhbS+zIzaXw1NOjPrdF4SqnnsGhIUr3NITswfjzw5pvRkVIs51UrqLVK0PXmICskvFBKEcyOSY8HePJJGvv9+tF5W7iQroOe957dpBTLneMJdedXdtyssoSB33QSpJQ1CFIqwTDypGA39V13ATfdRAqWSy4Jn9CyhKtfv+DXeVJKC6tX08Tbv39kE7sVpZTHA7z9NpEW06cTCaYOZtHU3wPBE8yuXUQQ6JEDRpDl2E7i4RCJp5R6Eg/nKcUUZj/5iXIdiou1DYr1yvd4ldq779JrAwfSY2Fh95jwrZJSZj2lGhroeqivX7KX76m9X8J13zP6bmqD5GhJqWiQzEopraSQJwCsEvDMJFavfK8nKqUARd13/fXAAw+QgiOSLqT8WGPkDbuGVrr7JLr7nlrdpFXOAYR6xPCkFPsMdQMFMwgEaCHT1gZ8+SWN0cJC/c0+FuvHj6fSsLVrux8pxYiDoUNpTKlJKat5j175HkOsyvdaWoDt2+m5nUopRgS3tASfF74DGNuYyM9XSKkBA7Q/z05Syg6lVCw2WZlSatOm4JzGDPRIKVYmpWWeD9Df6OhQxpUsR6aU6g45qlVEMiYDAeCEExQRA0Dj3qihidGmmJWclo2RRJTvuVw01nw+mnvYeFOXN0uS8j5BSlmDKN9LMPR2WhncblJRNDbSxGgmoWVG58xHiiFcBz7WdW/+/MjqzM0anbMkcPp0IqU6OrSNi6PpvgeE1uBH2hGELxdyulJKTRiZVdywEilGaGZnK5O5ukRKb3eD9+Ngf/eCC+ixvh446SSdL5hEsNtTqqBAudf4+0Zt5glEtqukhUR4SrGEJBwpZUQW8QtQqwm9ehEULSnVXZRSWjJzPbJAD1oJfU8hpcLN32eeSY8dHXSfR6IU1bpf+Wtodiw7RSmlLt9Tz6la5Th6RudWSKnGRsoJSkqASy8lldSHHwL//Kc2Wcj+9owZ9Lh2rfm/lSzgS960TL2dXL7H+7Z9/z1d2/79gaIi675tRtA6L3wJEZu/zVQKRLPRaqenVCw3WQcPpljl9SpEoVnoeUoBNJ74WMfPXWpyw+tVzpcgpYwRiVKqtDSUeGXjXstSgTcEN2MlYoRElu8BwTmtkao8nPeugDYEKZVghEtqPR4KlJJEN304b572duWm1VJKAdqk1KFDwBdf0PP5800degjMGp0zRc2oUfR/NtGojYujJaXUE4za0NMs+L/tFE+pQEAJ8maMzrXasGotZvRUdjzM7G6wn40ZQ4bzsgy88or++xMJK6bEVkgpvuZcz1NKkrQVhrFSSmmZJscSet33Iinf02olbxZ2k1JG55CNJ5YM8+PEzsWSVWgRnVoEQCRKKaBnlu+F6773/POKkqm1NTJvPa2xxscFs2PZKUoprfI9HmqTWK0OR5GSUgCRcldcoZT86JGFbDwzUmr79tAya6cgUmN9lhOFI6XMEtT8QizW5Xu8bxv7HhMnRubbZgSt88L7STHoeX/yiMZUOlmUUpIEHHYYPbe6Eaz2lOLHTnu7cs5SU4M3ztXkBpt/JMnc2NXzlLKzYYVTEemYXL8++P8svur9DUYS2lW+lwilFBA89xht4Nm1idzTIEipBEPP6BxQJteBA8k0esCA8B3kGOGUkRGqzjAipd59lya9ceOAQYOsfw/AvKcUU9SwiV3txcFYdrtIqSFD6FFt6GkWbAJPTQ1OmOMFrWSHPx/8IkO9E2mV3NDyI1PDzA4A3yHlJz+h5//9r3NUIzysmBJbKd9jk7QkGasTtHyl1B1mAHt2XlpbleQgHqSUWh0RidE5QzSklJ3lex0dSvKmtQvLxhOLN2yc2L1YsgqjRSKgjKtIlVJ65Xt1dd03MTPaVPJ4iJQqKaH5+9RTI+sAq0VK8XHBqlIq0aQUUzGYVUrxC6VoSCm+NOiZZ+i5JNH507om7H4oKiJvRcC5aqlIjPV9PiqxAvRJKatjhl/cx9IXEQhW17/4Ir1WXR2Zb5sRjJRS/MJYz2aBh1PK92JtRxGp2bm6fC8lRSGf+IYP6iZMagKAVzKbqfrQy63sbFjhVERCSrW2KrGD+RMbkbH85wpSSsAIwlMqwdBLanmfg+eeo8HvcgHnn69vJAcEkwrqYMyIBi1SinXdi8TgnMFq9z32Pr2k2i5SatIk8pT64Qf6TKvEUiL9pABlgm5sVI6fJSTqzkVqwslqGRgr/TQipcwklnzycMQRwLBhwI4dwHfXVeCoY1zag5fJAuPcd9tKU4FISKm8POPESOu+sdI10QrYAjc1NVShEAuoDYn1dmi1zPfViKZ8T5eUqqigwGphPPLXXYuUYh+1dCk9NjWZb1IRSxh5OgDKuIpUKcXOMfNb4FFXB/TpY+lwkwJ6Sil2vRcuJNNfAJg9m7x7jOZvLTQ1ASftr8DofBcA+iXes8L1Lw+QGz5uOqV8DzAufZAkxVzc7wcCT1VgQaULy0vcIaTUgJUeoMXcnMEWTZWVdA0GDwZ69wbOPlv7mrD7ISUFmDYN2LqVSKm5cy197bggksY4W7fSfZqbSxt3LL/hcy1LsaCiAhPXuvAfuEM9pTpjadqUUgD2LdRYl+Vrr1XMyH/1K3tjrBYpVfAqjUm5l7trDikooD9a/LYHaOock6o5JBpSys7yvVgqpQD7SClJovnK6w0u31OTUuq8N6zJuWreD5rDuGsWTcOphMFiThMJKfXdd/QxxcVUDbF/vzEZq0dKJZunFBDcUVqQUvajG/C8SQaVHpRPZEeuUfSgvGk0b943aVJwiZsaRuVXekqpnTuBzZspQJx4ovWvxMB7SqknUC2wso5Yk1IjRtDk1NZGHeGswqqE3W7wijdGdPA7mFoyZiOllJEqhY0No/I93WDLjW1e6SNJwFVFHpy0vwJffOVC4CnnbT253aRk+P3vaQGil3Tolu9p6LzZtTrloLHO20gpFc6g3iq0TJNjCX4CB/QJXjMt7tXd96xAl5SKYCuUncPsbP3h6nYD8+bRAviRR5yRxLa3E7kxe1vnd62ogPSMpysxTHmWxqnXCyyo9KD3mxWmPldNSvFdodic0F19pfjxqtU44uyzldcOHQotUTeDpiZAllyY8W3wOE1Pp+uU/lz4uMkW7EDilVIAHYsWScriaJA3kd+FkyvLce2PlyPlmQoAFFcWVHow4iPzc0ZDA92PW7bQNRg2jF4/66xQP0u+k1dKCvlfAs5VSgE0ti64ALjnHuC448LHHN5Piu/sGLGnlMuFCZ+XY0Glp6v73kn7K3DhR5d3xdKg8j2b6p/OPlvp4pyba3+M1TovzW00Jo/a5OmaQw7/xoMFlR4M/7BzTGrMIXyMiLYE3Q5SKlaxgJXv7dljrKBRQ+0pBQSX9mupfYFQpRPbONJVg7N5/7LLguJN/mvcNescnyxm//nP9L3+8Y/Ez+Vd0KovZN/t8suD76/LLqOdMlW89Psplp60v8I0KcVK96ZOVRSCRuV7/HXj807eyN4M+K6XifaU8nqV72XFU6onlIRGA6GUijdYwAAAt7trwC6o9GDc7nJgPvUk5jf++EG9bh3tBOmBNzkPBIANG2hBUFREO4MAkUF8VwxmcH7UUdHd6Ox3AwFKpI063fl8ShBj9cbqRXK03fcYMZaSQjs3X35Jidjo0dY+x6pywG6kpJAio7mZJu3CQv2kQs9Tymz5np5Jvvp4AI2JhBvbPp9b+bseDyZ9WY4Pc8vwco4bJxwJTNDaemImY1qIg4pq2DA6J7W1dL8Y+YwAKqWU6r4GaHwvqPTgxIZywMX1GlfBrKeU3aRUPKAus9HboTVjdM4nTNEYnZ+0vwK5r7iACe5QiQEArFqlrFzd7pCdx6BzaDAuL7oIePZZ+s6pqYlPYtvbidw4ZmM54EHXmD3pII2p9OfKgSvKMHubB/Mry5GWrj9meahJKXZfZGTQTmpdXfclpfTK79lw+PFH5TW2CRN2HGiMt+Ulbhw5BBiydCmNz1mz8NvvPkZx/WY0XlqGTP5DNcZkW5syHyZKKcVUD2yHmcWEmT9WAJ7O79s5JhfUAv/t7Ub68x50+ALYkzUaJ1QvAz4GUFqKiWs9KKgsx3enl2GAyRuroYHOwYwZ9KfeeINeZ41WAGUMq7vNTp5Mj5WVpApgJStOQ1ERHV97O81nRqeGkVJM1RIxKcWN103vAie/UY661UDHEDdOqqzAhOYvgJkXAm43UjuVMzO3eIA9naxZlHj6abquKSkU5z0eG2NtRQWO2uTCZ3AHnZfPx7oxIWs1jl25FJi7BCgrw9Qbl2LoIeDLBUsweNUqame9ZEnQwTACQJIDaG8vtXQoyWJ0DlDuP3gwsHs3VSgcdZS531N7SgHBG1Z6Sim1ijysUoqXM69ejTm9KT4XvloOXNk5JsuV8XnhhcBVV9E1qKqie+ezz0gJlpKSQOG/Rt4Jt5vG3rJl9H+m2Fu9Ovh3O+/bIzcC0yrL8XZJmZJXhTl4RkpNmUId3QFz5Xtqdb7VnJblyCkp8cth1eA3Wo3io95307pkQLACrydDkFLxBr8IkmW4ms/FgspXcXJlOb45qQyDVdEtEAiejNatM/54pnSpqwPOPRfYuJGSv4wM8otqbKQJo7aWFgyyHNx1LxqkpdEk0NJCk4sRKaUu8evo4AJWZ7D091LORdcEbCHSs8TS5SIDTEZK8bvXZpDoHWaAJmlGShkdk55SSsvo3MhTKiKlVOfYlcvLMbeSFlJZL3mAF8rh+skiDD80FUe98D98/XErxvfKh7RkCXD77TQ4Fy2iP5rAaP3uuwo56vNpJ7c8udHSQmPM5ULwfd3UBJx4InJf+RwnV5bj65llGGOQJZtVStnhKeUUUkpv3MZDKSVLLvR6vRwYCrpurAbkppsogObnk+Rg0iQKlJIUNC4Z6TJ/v/G4/PJLxTuH+dYkWim1vMSNkTnAKHbcZWU4/1dLqYX25X9AWgCYv5cS1F+bPFi2mcDOMT/GiorouZbZeQSVk46DnlKKgb9XTZtkq7JWdj4zMzv/yP/+B7zxBo6taca7fS9A9uludO0h6MRKvtw7UYpfgL4DS+bZ/ZySFpqlL7imHIdVf4isJ9ejo1cxJtXvxO788ThsxQpg7Fgchn54quRSpE91w2za0tBAZNJxx9H/1epMvTLtlBSKV+PHA998A3z1FXD66ZF9/1jj7bcV1ZDeHMbASKmJE+nRiJQyzH248bplphuB1VW48M3bkPHa9Qg0NqGqeDwGb9wIeDxIO8aNBZUezKkpB+6LXm7i8QD//jf5to0fT6o3q+WxhnC5MH1DORakA21tygeO/OgpjGxaj/bRQ4E77gB8PmQ2NKJXu4zj3r0ZyO3QrO2e8YMHh3cSANGqfZ1cvgfQ9di9m4gbM6SULIeW7wHBG1Z6nlLqjVYWMw0777nd9KF/+ANKN/8CNWn9UbPkFuQCITLDJ59UckNZJkL7888pltXX0xx/2WXKR8eNYNCqL3z8cZJ0Hn448M47ZErscgFHHkmT8j33UGeAggLgX//CKfuBp/svwfISNxa1hz94r5eIRoBIKXauzZTv6TW1MOuLqNX1Mt7glVJ6zToA/XVSUpaExhGClEoE3G7KHq6+Gje134JdqSPwdv8yYIobpwJBGbl6AbplCwUBvUVlVRXduM8/r9T8ZmZScrF+Pf1s2DBaexUX02vV1UQmHXNM9F+toIAW63V1xobp6gTd5+Nu7M4kZ8BkgHlo+HxAoMID19PmIz2bxCWJJOpAZGbniVZKAXRe9+83T0qxcWNFcSPL1ozONXc33G74fcBZVz0K9447kLWxBSjuCyxbhlN8yzBkDxDYDTSNAvJaW2mwSBLw0Uf0+42NRA58+CFw//00+8chWns89CdLSqiMb8oUY58RgBQ37U+6kHk5t0NVWwvccgtw3XUYmd0HD5XcCf8xxsdtlZRKJqWUnqdUJOV7dhmdLy9xY+FsIL+8nH7Qvz/wxBN0g6Wn00Fs2ABccw39Qm4unfw77gA+/xztxy/Bgsp3cVxjOXC39rj0eICXXqJYW1gInHKKzYslM1CxPiwx/G66G9j0PzJiSUlB37ZmQA4g/c5rIY8cibdLfo3lJW5cY7HjlloplZOjkFJaSqnusGNo1KgEiJCUUmWtHQfPwq8334ppG14CivO6uhVIkDG75nUEbgTw+D3USUInVvKd9xKVzAM0hzY0BJfvbTrKDQyAMhjOOQfSNU/hpCoPXPXpSE3dCgklkFPTaeXT1oZC1wF8OG0hjlXHAQM2k82dTIVhtEuvJqUAKuv+5hta7zmRlPJ4SERXUkJeZqNH68ecmhrKFSWJNiuBKJRS3Hg9Jm0DvIe+QVZzFVJ87fAiHb6MXOBAJXDddRhc8ghOrszBuyPKMNEGQqq8HDjjDGDlSsphtRZ8UcHtxqYVwMlvlkN+fiuwLw/4z39w6icbcDC1H9KRTXO+LMMFurEyvA1AqkRJ2x/+AHz6KXDzzcCKFThmUzleKynD8hI3TurGRucAkVLvvGPeV6qpSdmA50kplhsYle9ZVkoxdNXpSij27oL/77cAuenACSd0DR6Ph/6VlAClLg+mTQ3g11+U4tAhyt38frrMH31Ewqv33oszweB206R7xx3ADTfA29CG1oISFOblUT7N2LTaWlR+X4vM+gAKn3iCXvP7keHLR4pMk9fINR5gn/HBf/89xcyiImq+ZabrZDillNmN1kT7SQHaRudWlFKAcmoffhj44x+JN7TbCy9ZIUipROGoo4Bly5Are5Gb2RvLS9w4gdXZcxk5f7P26QMcPEiJkR6BVFVFuxPp6WRAxxLQnBwK0DU19POqKiJqmErq+OPt2UEtLKS1XTizc3WC3t7OTSCdd+bge8txlrcBH/VdiBmHlkMuLwcuMR/peaXU+PF0Lvbvpxyid2/TX8kxpBSgBGUzSilZtkZK1dfTdZCkCMv3OtE+9xQMaLsWKbIPUptEJ1uSkDq4BB1pg/Dx7sFokTdj1rB6OsDmZjqYtDSS1zU3A6+8AqxZQ4RBHAip8nK6JXfupHOgl9zy31mWXESSZna+ob6e5DGdK660wCF8eNhCnJoPQ1gt30tmpZTevWTV6DzaXea9c90Y3b+JMoLWVvrAzExy/PX5aBzm55M2nZ20tDTg2Wcx/ennMMTXC1/N/h1GBwIhcgQ2nu4c7cHunQE83l6KSZMoqY0rMaVifdrbgT7evbjgpd8C+96jgZ6eDp8rDbIMpPv8wIEDWD6cDs6sEb6ep1R2thJntUipZN8xZGoUBq37kv+5aVIKUL78Aw/gyk1XI+ALwN+/hIJzTg6Qm4v21hr45FQUrngZGPMqBRKW2aoIyaD5IlEytIoKzN3rwr/T3PB6NbwaBw0C/vQn4JprMLzBjw4pHWlZOfCnZ2FF1mKMTdkMpFcDu3YhraURf/vqKDx77FcAOgdqGDZTTUrxXjVq6JFSTz8NfP21tt1AIsG++pFHko+P1xt6fzFVr9utbM4xv02PR1HhR2R07nYDmzdj7P2PIOBth+Tyw1tQjPqWVKT5Wij47dqF9C3fIyXtcLw70I3fqb+AxTHJfNvGjiVSiuVC6lJMUzCQbea21yLXV4vBKx8CVpNU5lBGCfakj0bvnA5KlrKzEaiqQWu7hNbMXsjJ7VTYFhSQlOv554Hhw/HRiN9heTr9DatzWDIZnQPBZudm7heW22ZnB3cX5e/TcOV7Wt33dLFvH/Dgg4AsozGrLwqb9yK17iDQ5CIZlMcDD9woLwfOOw/wPuHBKVXlmHxSGW46CfjnP2nzcsgQevt//kMi1jFjgF/+Mo7zlyyTWqGTHAUkfOU/HKMavRg6YACd0PZ2bHSNx//8k3D8rFpM+/yxrpPUKufi8m1/wDl7HkFGv0LgVuPJl/eTkiRznlJ6iqJIy/cS5ScFmO++F26ddOGFwA03UIytr3d+vhMvmHOIFLAfvXoB/fohJdCOga2bcdaeRzDhq9CMnL9ZmdmmXgmfLFNHlZYWpfteQwO9xsiGvDz6+Vdf0Q31wQf0u9F03eNhtgOfllIqCG43dh1zPsp23IaKL8bDveN2tJ16nqU7lyelsrOB4cPp/1bVUk4gpdS7EeFIKYCCodbOkt5EwFRSvXsHf44aQeSI2rXP70da2YVIkX2QASA/j7Yy33kHeO45fHT6vdjXXIDsrd+gZvFVxLDedhuQmoo1wy/Eq/MfBa64ggZrc3NczHhYcjttGv2fnTMtU2J+glle4sahczodcp96ihRe771HmVNODgJSCq7ddJlhGSuQGKPzcMdkF/gJnG8Drx63ZjylIuq+1zk+1YlB2u5ttMKsq6M/KkmUoH73HRFVjY0UFN9+m7LPm28Grr+ebsSAjDzfIUza9gb9/LHHgu6BQIAIqdmby9GnmKbYbdsiM7mOCuwPlpcDf/sbRrx2P/68fj6Gb3uPLkBxMTB2LJrSe6M5lfTwUt0hnLX3UWRkmF90R1q+xx/iAw9QZ7onnkgOQgoITTbDKaX0zkEX1LF04UJg3z5InSfWVzyAgvNddwE//ICXj7oHh9L6QZZcdPIPHaKV0R/+QDtPnHM3my+6Sk4T0VDC5cJx28gIu61NuZ+P+PivtMu/di3tunWetD1ZY+AdOxlt/UegX9sOFLfsoCz+iy/g7d0fQ1s34pInjlLq1MKwmXqkVLjrxhYX48dTPKurA7Zvj+5U2A02hx1+OP2fnVs+5vA9Hb79ln4+caJy6lis5skOS+RFYyNc/na4EEBd0Ui89re9KB9+J/wZ2SQZzciA5PViRNMGzN3+hPJ7ETY5KS2l76elinG7LXKuWg0v2tqAn/8c0/57B9LldshwAUVFkEeOwu+nvY+P+pyHdH8bzRdXXw0pJwdtKdlYNvgaIleLikgim5tLk9/+/fho6OKuj4+2g6zTlVLDh9O4aWmh7tfhoFW6B5jzlNLrvmdISv3iF0RMHXMM3px+Oyozh0Hy++hEV1cDt92Gke8+hrIy4IJ2D06uLMeqkRRf3G7gkkuImKmoAJ55ho4zEAj2qIsLVqwgNgwARo1CxrQJGHxYLmq31uLd6ddj1f2fY9WMa9C69nsceXw2pp0xiNjoKVOAAQPQmpYPl+xHiXcHiiq/02dLO124eT8pQImnZsr31ORNpKRUIpVSvHIvmu57S5bQfShJir2DgFBKJQZsEv7Tn7Dxhmcw6uCn+OXW36O+djjwYKgxIsP06bS2Z0FBjaYmRQLLlBB799KNU11NG5HZnWrj3buBTz5RCKzJk+35anwHPiOoSSmtxNCXkgkJAUigRWDKW28CG78CZs4MLuBmUO228aQUQMqwbdto3TlnjumvFJcJPBzMklLqFu9aslk9VQozOTcq3eP/hs+H0BqcK65AyldfoMWVhwOZgzDxpInUE71PH8DtxpEbPUipLccLvctQLLtxTefvrV4N5CwrR99FacCINoXBCGeMYQNY8vrnP9MjnywaeUoBQNUCN/r1CdCiqqqKfnnRIuC669C44Gc4uvZ/2LHibqDsRt2/zxO5bEdR67olu6cUI6aA0EVOzMr3Osdnr+MAVgo8tuELTLr1UqBqC3wdAQRS05A+tL9yEJ0XvXJpOTavAuY84aYkzuMBRozAoTQvsGcP8pv2AlV+unB33EE3529+g1KXB9hMC2RfXzdwL20McB8dO6h3/N1uSrxvvRWTG1vh98lo6DcGmUMyuzpmBH6zFD45DS0TRiGjeg/O2ftw5wAxd7BG5XtGSimGk0+mSkm/n343GQgpIHSsaiWfaqWUoWJAHUt/+1ugowOyLCPV347MXT8A9/1f1wn6alIZ+mz+BMMadwDFfeiAqqrIgRdQiNZAAC3jSrGg0oPj68uB/0sQ6+d244t/ASd/UY7M14CMtNm47dvrcGTLe8CQEhpA2dlAejqk5kPYmD8D7U88jsIbLsfx3yzDN+MWdR33t3e/gaG/OR0lB74lwmP06LBsph4pZXTdJEm5XqmptBD7/HPa1BsxIvpTYhfYHPZ//0ePfHxUn5LycuWe3bsXeP11OnVjxlClmWVPKQDYsQN48UWk+NqxL2MkpNxiDH7fg8dL3Di1dTWGvrYMOOssdKz/HqkbvsPFm24Enk5X/PqiYKJNl2oZQeX1iiFDiADdvBnewhLsax0BV3YvDB6Wg0C7Dxf+eAsGtW6GdJ1iih24fgmeewA4eU85OjrKkMa6nbHWz62tOG/dTXi4310AEktKxUMplZJCpaHr1pFaauhQ4/eHI6Xa28N7Sqm77+mOiVtvpVrXAQOA+fMx874KPDP0Ziw8N4DR5Td2Hcyst27GrM1Po7E9A0+XlGHzBGWM8sP1++8p12HEWdz8I+vqaBOishL46U+BRx8FLr8cY5Ytw49TFuG8VW7UvQkMG+bGQ4uA2auWAqugGPB7PMj69d3wurKQEWhDWnsztaCuqaHPZehcs/oWl3WVY7I1YzTle1YtKZxASplVShmRUmz/qaSE/vXpQ6Fn5KoKzJqT5EabUUIopeINfkevtBR/m/4UvK5MyFIKCht2hrydBVlJIlYeoI4+QZ2/OnHgAN0IqakUBFhVCqAsePlF7/Ll9LP58+2ToqvLzPQQlpRqa8OYt/4KCTJq0gegzZUN1+5dlDUtWQJceWXw3a6x28YWwCtW0I+1fKXMtOBMVqWUz2etDIyZ5IcjpYJ+n1djnHce8PLLkDOz0JjWG28N+QWZLnL9tmfPDKD6tDI81kqy6Lo6ugY3b3ajeVEZZsurgLfeokg9YQIZTqt3MGMEdq8YJYvqc9Z8qJ2YTkZIDRkCPPcccPjh+GJ8KWrTSzDm7YeDu7upwJRSfEmLVvKVzN33+E4lgH75nt538/sjbKfdOT77vEkKjWMOvok/bLwY2Xu3ABkZ2HHkT3D/0Iewes6SoHHmgRvlKIMLnSsBLm6/+LuP8dTwP8GfnUdfpLiYLtQtt9DOAbfIGjmSfn3r1tDyi5hAveP/+eckh21thcvvQ0tKHjpyeyktXMvL8eakJXhuyBKk1hyALAMtKXmYv+cp0/ecXvc93lPKSCX0y1/S9eUbDCQD1GM1nOKGb2etCT6WlpYCr74KZGWhKns4NuYfCTk/eLU2c4sHg1o3o/q4RaTWuOMOytYHDKDsX5bpprvhBkxYPA0n7y/Hl5MSK0P75nA3VhZfiKHlt+L8+47AtLr30FpQAowcSUHp1FOBoUPx2dBFGNS6GXmveVAzZiY+6LsI/Ro2dw2OjglT8eDYx+BLSSdVowlFbSTle/wmD6CoadeujeTbxx7su+jFR7cbWLyYjn/9eqqQZ3yQkadUWGuHm24C6upwaMgklB61Ed9ML8OIj8pxzabLUVSzmTZqjj8erX8rx/7MYcj0twC//jWRNlFKI20hpQDl/rvrLsplNm8Gxo1D1ZyFyPS34JMpvwBWrEDDuWWYXPcR9ueORvol7i6ZWvqlbrw3yI23S8rQ2swxSMceS2xhSQmO316OBfufBuAMUirWG618CV846JFSvKJRq3EPEJrTGpbv+Xy0KCgpAY44AnjjDXx2GPl8VZ5cStfq1FPphDc3A1u2wIcUatyjcb5YanD44URan3BC3FJW2pzfvp0YooceotdmzgQWLcIYaTPOqvdAlumrzJ7d+TuzZwfdbzIktKTm4/nB12F/30l0fu68k+5PWQ7KfX6YQTYAhYWU6gJKPG1uNrD06KaeUkbxkc9peRG0x0N7Rb160RCsrKTPKisDPlrtQuVSjcEToZo0GSGUUvEG01l3BoVxVR/iQMZgFHt3IQPeEIqdJb6pqVS6PmAAbXx/8w1w9NHBH11VpZRMMIKK/5yGBgoc2dm0ON2yhX4Wbdc9HmxCibp87/rrkXNwB7ZkjcOV09ZgfuUzuMr1V6Coc5b517/Iv+fhh2nG09ht45VS5eXUmQUANm2iye3f/zZnqOsEUsqqpxQQnpSKVCkVQiC43TSg/vAHwO9HIL83lvW+BquHuHEd+znQxfKfeTEw9UTaQZszh3YJysqA2QBQvoV00f/5Dw3i2bPpS8bBjIdNnJpqHdYRMk35+1m+Rgz8y03AZ8voZAwaRDN15z28YtQvkf/dJ+ibu4nIVJ2BlplJk5rXS/dNVpax0TnryGmWSObFM2pSKtabL/wEzsasVmmY0QKR/b7R/w3hdqPqR+CnD96D3u37kRbwwpebg9T778GosjIM9AA3lwO3jQAmP1iODR8C5dvcKFvixiw3QkqDmpZS6eYJhwHFP5QD8+aRFPWZZyg49+7dNU6HDVPKqGtqaKzHFPyO/3ffkaTj++8Bvx91fUaiqSGAlpLRGMh8h8rK8Ol7buzcCfzsOB/6Pv8I2lJysKv/bEwwWWeoLt/TI6W0xuxdd1HFK9sxnDgxAYbwEUI9VsMZZgM074XtCLV6Nc1vkgQ5MxPLBl6Ft4svxuvneZDOkdtHfV+OF0vKMO1KNwaexH1GeTlw/vkUWF59FVi1Cpn7t6Ovvw82Tjnf8ve0EwWox5imr5DaVA+/LKMhtTcOnliGwr1v0UZT5+rpmffdGPOpB795rRwHZpbhgbGP48oCD0Z2DrKMDKC3dx98rgxkpICIqTDyhEjK99Rl7IyUWr+errdRmXsiwL6LUXycN48emT0ZO2URG50/+SRtJA0diq/cTwDLgQ1TaQE/+cW70TDyWNqcAuBqBJ4a/idct+kSZMheSAcPWm+HrIKtBMvEiVRCKsuUbF96Kfo88i+81L8MVaPc+AmAffPceOMfwJm1nYvHzslTAo2t5SVu/NzroUYaTJHy6KNAaiqaUwtw7t6HAEnCzrGdJ97kJGynp1S81P9WSCl2f+qRUu3t+velXvmeJlH50ksUQA47jAicuXPx1VduYEPnHOZ207+f/xxYRrldak01FjR7UHtEcHzhU4Ndu6iD86xZFCdiPo99+SUtBPv3JwsBdlJKS4HSUqy+3AP56wAkF52XNasCmMXGI3fwL41aQmVkcgB/P3Ul/m/vYlIsVFRQ95++fbtyn/X/ol+dMkWZy3kriMZGbcLILk8ptm50iqeUXlkiEKze40XQPp+iIg8EiJQaNqxTuAY3Nq8CSsrLaaE6eDAl7f/9b/L4GkQJh02pPQD8xOPx4ISd5Vg2+BoEpBT8eufvkfHJJ+RfcuedAJQgvKDSA1QEMHVqKfbto6RITUpVV1OgOPZYah61ebPSzrihQRnjWVkk2wZIsv3hh/YtTCP1lMp6oQIY2LlyLi8Hnn8erfkleK7PEsyv+hckyKj+6VUY+u5TVKf/0UfAxo1U+zFhAhEZqhuWLZJOOYXeUl5OpE5BAXDffRR3zdzn8ZA6h4O6blsvEXO5lLa1PCmlVb6n5ynVr5/xsYSUkfl8NLhSU4GcHPgGDcPydDcKeIk1d5IliS7Xb39LyUPXJncFR9h+8w2RUjt2ROhcah1sgtEkRjpnlSFjAcCNgvYDuGLb9ej73TtA4wHgzDOBl19WshQA1W1uvDrwN5iacRftZu3Zo9uSslcvmpxqaynHMPICA+jcm10Q8RMiT0rFo8uZFimllQiH85RSXxOru8zVJ16AifdcCwkymlILsfVnd+PososBKMPrl//nxnE7gYL9AZTdyw1Z1UYCO4cHT3UDR3f+PD+fbjrmxtq5QE5PJ55y505SS8WclAKAn/yE6rwff5yOJxAALroIFYc9ifYnPSg7ELyYSv2Ifu3A6T9HoK0DeOx5ZErtpicEM+V7bFOETyaffhr4298UQgqgOW3GjOQgpqwqpQC6v4260gKgLiYvvAC4XJD79cfbBTRO0y5xA/noOtFfTy3D8kY3JvL3gmoDAH4/sHkz5F2VKPAdxKUvzgd++5yJg4gBqqtxxorfI7/uC8guFw4UjUFNcwZ6VW8OmYhTV9Hi/vzjAF8Vfd9NR7mBUvp5v3c8mFf9HDb2nY3poxuBUaMMB01Hh7IQN1O+p6eUGjWKfp/lU0x97RQYzmGdePFFClVpacHV8VqklCnC59tvaSfriCPQMGoasJzO33fT3fjsM2DmKGXeTkkBsn0NqE3vj7yMSjqAuXOBv/+dVCsRwDalVEsLyTZlmb5PcTHw6aeoPbMMyz9yY0znuairo7E5YAAwIRAI2vTJz6d7vLWZ5gwP3AhUAKW5uYDXC1lOQWN6b0hygK6RhUmYxde0NBrPPl/kxGi8ctrDDqPH7dvp9BpdI5bbsvuTgS/tZ/dluO57bA4KUYTX1CgqlCuuAE4iNt/1Nb3UlWJ6PHTQpaXAt9+iY18bTtn/FLb+CPBl7XxqcN999FpbWxxSVq+XjBj79ydVH2uhyR1++WY3vOOBKRnUDOCmTaUom8MdfefBr3zB3XUPTQCoydCvfkUfUl1Nf6PzC6n9pAC6p3Ny6Jw3NGiTUt3VU8qItOeJUn6v8Igj6DzU19MlKClR/I7dbjB2itSnTU30hj/8wdnJkI3o/lowp6JzMnqnP8lGVxb/DD/2P55+9sADwD33AKAgu6DSgwV7SbrHSvi0zM4ZqTBjBvC731EiEQhQAGcGfPPnB9/Q6en2qgIjJaX8Mld28v33QFER6krGoaDjAE6uLIcsubB3bufuxeTJtJucmUknSKd1AZsQJElRZtfUUGB99lnzxHMyeUoBwYHeiNxQL5jY+LHkKQXQLs3y5XSiR42C7A9gQaXHMFn64gulnLSrZIc5lwKKNnhnZ0mrZedS6zAs3+scQCM+LMfC3Q/gqs2/xozad5DecLCrbJF/H8rLccT3HqztNRf+w4+gm+/++3VruFgJH7tvjJRSgDVfKb4qiJWdfPRRfLqcsQncLCmll5zwpX/s86xg8FO3IwU+dEjp2JM1Bj5/sGTH7aZ48Xy6G09LpVi8mPshPy6hSnjdbgqer7xCY3byZCIoOf0+X8JnG9Sm2Aw//ECLvK++ooEsy2R+8+STVLJd4saOE8qCjo+/nytnnAEAGF7zBbUqNQEjpVRqqhK71CV869cTSTVyJHV/BZSuYXE1hI8QZjyltJRSYbF/P42plBT4M3OwoNIDl6sz8WVxsLQU33fu2oeQYew9Hg8prv7wB7xzw3vYlzkC/ao6W/fedJP23zZTzx4OWmNz507g17/GsC0r0ce7F+tPvxGP/OxjvF1ShvyqLSEfwcZk9clubDqmFAC3oPF40PuNcrxdUob/Df8NvebzBZWJq8HmTZdLUapFUr4nSYqZ+FdfaX/9RIKNBXW8ZPB4SPxRUkL3HH/KWFy21H1PlkkeUVICnHkmXCkUDPx+OpblJW7sPKG06+3pz3twclUF/j3kBrR98ClJabZsoZrCxYupYYjegeuMS9tIqUsuIW8MZoRUVgZs2YK0zjmMzV/sHv7xaLrP+IppFut2HF/a1bnN5QLdk1ddhV7eKvT17sHmvGmY8YPH0iTM4iH/PSNVS8Urp+3dm4aGLBOJa4Rw5Xvt7eHLwMIqpR57jE7a+PFB3Z2CStB5onDyZKChAR2pmdiYdwSO+IaLLx4PSlHRdenYPcI3GYhZylpRQfNEcTGtiTjwh882e448UiM8duY1/BzV3g4KcjNm0Bfy+bo8Nnw+pUECT0oB4X2lzF63cHBS+Z5Zo3N2flle8+yzlPt4vbR0KCnRuI/PPpsSKVnu8uPtKRCkVKLQyVIvL+kcbJKEJ+Y8Axx3HP3/738HKiuR+SJ1fXhvKE1cLBj8+GOoPwUrv+rblybOiROBSy+l+DV3Lq1NVq1S3ldVpcy9kY75QIA+49136dFMJwYgNDk/cAq3cv7sM6CkBM25/TC/6l94u4TOk9cLJdK/+CLNeJJEbIpGIqo2One7aZKSZQoUZr+zE8r3IiWltJRSeqqUsOV7nYuNoGD73nvAI4+QdnnmTGDVKtSdXYaTK8tx4h7tonqPh9R5JSXAuefqrCWYK6aZti02Iewus9uNnVPPxkU778a0QyuR6W/G1unnU7tn1fvk0jK0twUASULa0IFUErBuHXVr49GZbKs78BmVXQLWfaXYhPjDDzQh/u9/8VEDaymltO4j28v3VEX8xSufRW16CcqH34k92aMx8c2lQQPO46FzKkl0vz/4oP5HM6VUTg6CM0Bm2jBtWtCgZobI27aFOWYrUHtH+XyKr9v339OJ7NuXtuCKiwGPp+vc7psXzPrw93Nj3gBsypuBFEmmBgUmDwXQJqUAbbPzlhbaiC4pAS6+WEmeDRN6PSIOsIdMsQgzSin1e8KSUmw8lZQA116L+oWX4OTKcpxxyGOt5FVVcrqveCqun7Ic1UOPIHbwwQfpZ/yKxC7fCvXY/O47Ks1bswbZLTVYXXQWvj7+Gni9RFpUnRo6AfBzWIhvRyCA1vMpJ/gm9xh6844dCsuiwWayfCQvTyFRI1FKARZ9peI8Zo08pdjlPessGl4pKcEbFq+8Qu9jChzARO7z/fcU2NLTgZNPDlJRh8xhHg9Sninvyuc6ho2m/OHUU0km/O675I3GJCfqA9cZl7aQUrffTnNzSQnl3llZIX6E7Fyo29Lz53DHDnrttdc0+KZf/Qqf9zkFvdsr8advz8KcrdZ2hdh+Vnq6cn9ESkrFU/1vtoTPTqPzpibgpP0V6L+Cu/e+/Za8pCSJNpCefrrrR2xo+f0Ilj9lZABtbciorURReyU2HX0x/VxjTLJzGU1ZpSls2ULrH4DUB6qBzx8+uzeMNntCSCmPh6wI5s0j9mn0aKC8HFV/pnsgL09R9jCwaxYpKWV2k9VJSqlIjM4XL1b2CouKyGoP0Bgzt9+uNP5ISUkeo00bIMr3EoXSUlKJKBYR6JBTqd755JOpfGnGDOQMHIW3S8rw5XA3rgKtL/r3J5L8m2+Ao45Sfp8ZVffpQ17LkkQ3wfTp1G3P46GFwuefUw6QlxedKnDVKhJ/bNxIN2dGBtXG1tUZG2PKshJcevWiRL2jA3QgGzZQC/aUFPQq9OPpkku7iLuuHTw2IVx5JSlU9uyhmn0g2MCvcxJn84bHQ/c3W3ia7ZBh2uwzhuCDviybI6VY5Q6grbjhg6XPpygZdMv3OhcbRfMAwI3e9dtpUty1i1izzghbc5obbz8NnLWjnGSo3Elml+6MM0jsxnfbCqq+GDaM/sOUUnEAm2D8fvqX8kxFcCezlhb03vk1dYSUyYD/zZ88g2s1PqvpXDferqDnGf254vG//52UCoWFgMeD/UvLsXVOGQpH03t5pVRlJSW3v/89vRYNKQXQ5svVV9P4YTl3rMHfM42N9BiJUsoyKcUWxqtXAxs3wpeZg1pvMbJ8jRjUuhn7Js5BYeeAYzva06cTv11ZSTYpehtUQUopPgOsrqbMe/t2pRwjEMCosfR0S6ggJHLwN01NDW1Df/ghHfzIkZTMXHppV4cdlJdjfB7wAaikMKhUSkUArCk6E0cd+kJhLtUrABWMyvcASr527AhWSj3zDI31QYOAc86h/wNhrqu6Ox1DPOpQNWC7UsrjIaVIfj79O/FEVOUehbefAM7aGxpLDTtWqkpOW1qAhrQivH/dW7j4w5/T4uy118gD7fnniYC0SzrJj81t28hPb+dOoLUVW4/+Gf4vrRxnt3FNWM50A4chaLXELzJDEv/SUvirAbwB1PnziCX6/HOSf+ocO4s9fGlQJJ5SgEJKffedkvfoIs5jli3+fD46nTyPw4bE1Kl0+dl3Y4fFn4fWVopvYUmp11+nx7lzgby8oFjAPq/rHAYCkMrKsKLCDcidP8/PIOnALbeQj2RrK3D33RQwHn6YAkOYcRm1p1RzM3m2lJRQ2RIrRwAAtxutNYD0WCBEKcU2kjrfBoB6DdTWUhjm7XsYnhx+N2YcfAs5vnpUB1yW7jU2Jl0u+q6NjZERID6f8lnxUP+PH0/cI99gSAt6nlJ8nGM5vRlPKVlyoffr5cAAABddpBiBFxcTAcnde0GkFr8b4nYD7e3IuGoJxshf4dtiN+Cq1ByT/AZczBAIEGkbCBAJP3NmyFvY4QcCyrHwmz1q8HPUUZs8wM7O7zZ+PHDddV1Jeup95VgQAFpmu0M2SKJVShl1XWbw+ZQNQad4SlklpZ54QmnqIkmUYgGq+5iXs950E/1CMvgZ2ARBSiUQ6oS1owO0mHj5ZZIQNzUB7e1YXuJGX27HbupUIqXWrQsmpZjSpbqaJqxevRSp+fz5NNZbWynBaGykjfRoCKkrr6SFRXExfWZbGykx2I54W5t2MsNqaQFF1eXzgQip9evpbu3bF75AhqIk6/w89Q4wqqqou9SAASE3Ll++x5Mhn35KCanZ+zxenUqMwIKwz0fHY4aU4mX44bq4HTig+EzoBvzOE9X7b+U4rc6Lo7Z/BHgP0kVeurTr5z4f7YD37QuMV23LsMR4yhTiC9gkE1KDz8r3qqpMZP72gFccdHQAKfyCYvFiYOlS9Nn+GVJkHwKSC5CAkWs8wLWhA4gtgjIzgZQyNyAFgBtvJKO3Rx6h71dOhNTNm90Y3nktWMK7YwcltvwkziYyVvJoFbfdpmy+nFJVgdWXuzD7cY3Bb6P7OX/Z2E6okVJKLzlRJ3phPaXYgLr7bmDYMHQUpMBV58cxtf/B2yVlyP2JG+MLPFizKoDyLTQm9+6lKtSSEv21JKBSSvHniG0fbt8e9IsjOjcLdu+m41YnZhHD7SZCvtN/EC4Xuaw2NwcnzJ2P024qx4IcID09+AvxCb3XC3xfcAzaOvoA9QdpoT93ruFhGJXvAYrZOZsX9uyhvRcA+M1vKB6pSx90vy8QfGHU80EcEamnlC4CAWrd9MEHlOVPn47GLymWlpSExlJDpZTq3u2aL/JS6Zx98AFtKHz+OTBpEu2G23kOGUl79930/9xc4L778FX2JcDjNDexa91VlshBPSa73tcJFlc6OoDAnOPg+vxzImUvukjzcNQm50Bk5XsAMHAg5TzV1bQxaGiFFOcxy3+X9vbgc8aGBFN48TkBO4wXXqBz2tpK55iRAJq5T10d8P779Lyzi4yWUqor3jEPu38F+wMBIDbn6quBe+8lsvTZZ4mkGjpU0y+UR9RKqUcfpWA1ejR1M1NBXuzGO28AKa10PvRKiNxuSoPYOVMfciAATK79AH4pDSlyB3LaD5nfGUXwJms0pBT/O7pkI2+UpYbF/IBXShk1aNHzlOJzAxYC1XMoP+5kmeag5SVu/GYRkFleDnz9NeVebLFx2WVB302t9g3CpZdi4z+/wqgvn8eJFRcDa0crGz4c2LnUK521Ba++ShtQOTk0eRqAv856+RKz0GDwdwSAX3bGJb+fBnldHTB+PD4cXgZpSwCTJ4d+DjM71yOl9IzOtTbI9cDGhySFjpF4wiwppVbv8SLo0aOBhQupmrS2liNZPR5irnJzSR1w/PE04QA9hpgS5XsJhPpG7Pr/W28RMyBJSKmpCvHnYRs5zHQOoGB68CA9Z3W/J5ygBNtBg4jn2rePJu9RoyiQRKIKDARIIVVXR4KWnBzF7G74cLoJd+/WT8CZGiQvj5sU9+4lg/c9e+i7DxoEye8jg/dOeL0I2QHG6acrH3rRRUGzCnv6zjtKDvjTn9JrxcWGFhRBcEL5XkaGEtAbGsyRUvykxCegWqoUprIrLg7T1c3tRuN5Zbhw1904fN9/6WLfdVdQgsKS0c/HuUMSF2bPwxasfAlqUMlOYaFiHh2nEj5+QdzejmBd/hVXAC+9hLzaXahP64OKqQ/huSFLMOlL7QEUsjNfWkqLwMpK8oz7+9+BsjLMftyNsjJFvdhZvo/du2nyYuOVIcRk3iT4zZf77gNmH+tCzrJyrL7cE/pGG03mUlKUj2L3vR3le6aMzt1uIgK/+w6529ajoKNGKR3pVGZunlXaFU54UkGWSfinTlJZwgtomKgydR8jpTrRpw/FukDAZuHfnj1U6gzQDTVhAmU6WotdtxufHlYGSQ4YJvRtbUBASsGOiZ1x9Y03wh6G1fK9v/+dYs9RRymbKqZ3mdk9ef/9NIk98YSti3sr1VZmlFKWyvdKS5WV9XHHAampXQTot9NCY6mhUkoFFme75ovjj6drK0mKd4WdyW59vWK6lJtLHVUuuaTrOvOklBZJqx6TQHDizz9vnzGLBuGWLZTg6BwOoE1KWSnfq6gg8Q5TS/G+UrrVeGzMPvwwqRj/8Y+Ykah8XNRbHLPxokW48Wbn/O9r5j5vvUUnb+xY+gdtUkottNQ97716EYl5zz30QfX1pLQ75xztL9KJqEipzz4juYIkATfcoPlF2Tnx++mYtZRSAF1/Rrp0+WRyCFSQn9YXvRZga+4U7MoaA9lMAsp+n9tk1TKlNwv2O6mpBibp6hJchgjyg1Gj6O/U1xvbFJop39MbU3wZmNerEC1pP++Mm889p7TMVBFSQKjaV4235t4Pn5SGlI42ijOcHxWDqY2VaFBdTRJuAPjFL5TdHh3wubXeManzyOUDSpVz88wzXZN4YOW7eFp2453+pbT+VAW7eJTv8ePDLg/kSMCPR60NEwZ+85/dNiedRDk4E4S43ZT379nTGQ8DAfLz6tePmCtGSCWL0aYNEKRUAqFOJjs6ELyLNmUK/Jk5OGX/P3HsTmVyYL5SmzYpgae2Vrmx2U6YeoM7NZUmhYIC4P/+DzjxRKoWsEJMeb1E1n/xBd1EGzeSYotNNmzCbGmhhbYWpKcrsKDSg1696AbP8jVi+ONLyCirspLYtBUr8M0R5E3EiKnWVoSYDmPaNKpnbGmhG5hL3Nn9K8tKDsi6Xx08SOIXM/d5WFIqTr4RvETWyKiSBUM2NiQpOAHV2p0I6yfFoW3uacjx1QOQKeP4xS+Cfq5X98+DLVjZAlYTcfaVUu8yA6BBM2UK7dxu2YK27CI8Pew2fD3JjeUlbqwerc1sMlKKb5eLG26gm4+Zw3aOY7cbOO00pWyM7aaUlITvMmMGHg81YsvLo8884QRg9uNuNC8qQ86ycqw/6xaFubV5B1+SlAUkSyriUr7HcMYZQHMzJFlGXVqfLuUl+zt8OOH/tizT8FNvBre2KgkvG8NdYEqpvXuDDlCSYmB2XldH4+nHH+mEjhlDmZre7jaANSMpqTRKDNlh7516Gn3Whg0hJJsa6oSe7/AIBCulvvgC+Phj+p1f/Ur5DN6nISxYJldTQ4vWKFvK87CyFrOilGLfz5CU6ugAPvoI+yuBN5tPBBB6LvnpJJy6kIfmwv3DD+nmlCSKR3b5Vvj95Imxbh0d5KhR9JrHE2SmbSah1yzfUz1vyyhQduo++kjzkLTK94xKR9i1VRM3bHywDTeWa4VdqzPlWG0tMdPq3QabwH8XPeLeqDRRi5RKS9P4XoGA4jnXqZICoFm+p+f/ozluJYli28iRdIBNTRTDDTrnRExKNTYCf/4zPT/vPGhKQBA8PltbtX1t2PU//nhKF6ZPV8URjwfS0+Sn9fLgqwAAqYEOBBaXmtsZRbBHajSklCmTc7YI/uc/gauuUnbLIsgP0tJoegL0faVkWb98j49zerklTwCwnLIr95gzRxls/fppHruhUgrAqHUvYV/mSMjp6XTSTz+dlFcceMLddsgy+QC2tZGy9bTTwv5KJKQUHzNWrXHhwMe0JmtdvhodTV7k5FB1QOXScqxaowSFcF7Cdhidq73cQhCndRi/gcautdbGCv/dmJbiyCPptb596fGSS5RGAF3rWzYYjz8++ANj6pzvHAhSKoFQB4Q52ynoBy4uw7rTb8K70jx8nToD3+cdheO2KRNXv37EwwQCiiqKkQoA3Sz9+yvtWAFFse/3k+ScdQFobKRYp3Uvd3QQ8fX666SqvuQS4JRTqFqktpbyBRbsqqqCdzRlmdhfLTS1uLrIpnSXD2U7bkXupi+AvXsR6FOMdcPPwbvvAu/0c+N//RRiSjOwSpISoP/zHwCK+fqePfT9Tj9dmYfYAsnrpaBt5j4PS0rZuKtkFFhPqvLgpP0VqK83VkqxpI9NSmlpweonLQKAdd7T9ZPi0Osfd0OCjLaUHLrYquMN8ZLQAFvQe70GExIjpeLkK6Uu30MgQKV2TJJYVITa4rFYXuLumoTfH6y9g8ESrCBSyuPpUkCipibIaPOss5QdVpdLMX6OtlsJOr/GtGl0bcePVz579uNutJx7EcatfIQWSTfeSBOhzTv4bBJnSYURKcX7RvAI131P3XCh63Lcfjsgy/Bl5kCWXF0Et9aCjY3b/v3p8eOPQ9/DSILUVI1EpFcvXXWfraSU14uN596IuvfXUiC+6Sb64p2qvtWXezTzLzOJYdd57tOHSgGBsIbnfPke73f32ms05JlS6sAB4G9/o+cDB5LPCIOlXeZ//IO+jCRRkDvrrDDstnnw4kjOJ19zLaanlOLH4pYtdE5YEmpISn3xBdDUhPbcIjz47mR4PMGklHo6Cacu5BEyX7APmzOHVtGHH256cRwWf/87qWiqq4Hrr6cL3XlSh35En9/WZuzVqOUpxc+/kqT6/qxBzIcfah6SVvmeWmnGXzdWaqQmpdj4WLOGeNHNm6kEI+xa/amnKBlhY/aSS3TeGB34saB3LxltGvFkh6EZ9hed3Tlzc2l3sxO8YbQZVUsI2Lj89a9JxTRiBM2/Z5wR3CmBQ8T2Cn/7G33moEFUjqWDlBRlrLS2hiql+PjANoInTVLFkUAA7T8jle6WnCnwurKR56uFd+pRXfmD3hzGXv/0U2UI2aGUCnu+3G5S/z79NBF2UWxYhTM7b2pS5n298j2++54e0cmTUjk5nXPTvffShxcUKCblKgQZnavh8eDwdeV4Y+Av8WXFd3Rxt24lIpPbeY9p+d6HH9IASE0Frr02TDkDgR8bVkgpdh22z3HjyfRfo3VvLfxbt2N8/Sdww4Pqe8pRjjJsn6OMA3bNGPmvhp2kVGEhtNdJbB12+eXBBJTN6n+elGLfK5xSim1+sooUlg+kplL46d+/83rV1Sk7HWpSqodAeEolEOqkVvYHsGrmDbj/tZOxcUk9vM1XIK29Bb2kOhw35kTcG6ikN3o8uLAjgPtQivXriX1lg72pSckT+Li1cSOx2C6XMqnl59Pv+f00WWzdSiTUpk30/m3btINFURHtShUU0MR88CAlffv2oavTlFqdw2PjkW78+AZwwY/lmLznf/A1VSElpQmrck/B/fl/xsZnh8D7FJuo3NhbVIwhcmVQsA8EaBO/pgYoGngaJkvlcH33HVa9uB/3P9cfGzeSYMHvp7z4zjsp/87IoPPT1ETHHaJ20EDYnSXeN6K1lUiyN98kg4af/9zaJG5gjHr89nIsyy2zXL5ntKvEwEipsEopjwc5b7+MvekleHnUH3BNmRRyvOxzjUgpflezpUWnRrzTVyqwYxc2rOu81kWUH0UzvwSNnSJg8toKuFJd8HqV891R3wI8dCfw2msIHKrHhn4noabXKLRX12Lefg+8nRNyUxM0r2+IUopNjL/5DXVO2bOHFm+SBLjdWLlSSQY6Oui+tEspVVoKfPklPefWDwCAWUuOA14F/XGvl5jr9naSsTDpcJRgiYgZpZQs0/VRxw42+Wdn03jhkyythgvjxgHXTngbs156BRsKj8fHR/wWP3zZhNL9DwIA2jrcIeOAxePjjiPv5y+/DPXF40mCkLxQkkgttX49qYtGj+76UcSklNrbIxAA/vQnlGx8H+nVe7DtiDMw4pe/pJ+53Vi9GshZVo5RAFAaPC7NJIbsvI7/vAIY2HkR3nmHSh7YhVN5ivC7zLySLCuLhjxbqDGj2/p6Oj28kldvlznkXl3ngevJJ+nmOOwwMl9bt46IqTfftMX4j53qxx6j9UxRkbatjZZSSj0WWeLK4qqhp1QnSzfYfQJOqHPhgQcoBMoybT6pO2byZQThEDRf8Kvo/Hzgr38lEvLYY6P3rXjnHVrsV1ZSDLn22qDPG/iXcixoBXa1uXXHI6A9JtXkVWYmnfO2NtDk/pe/0ImvqgrZXdEqDeKJcPV1CwRocRu0qYCgr4IbbqA/VVdHYhLdU+bxEJHarx9d0F27aKzeeiuR5hEg5L7onBP5nJKPkfz7t27VJtyA4A5iQZtx6jj02mv0eMoplOd0xgOeTGRzlOnyPS3297XXaPH/1VfA0UcTG6hKUo7e7IHPG0B2dqnu+QrBJ5/QWJUk6vYTxrMyK4vus+bmUKUU7yjBfN9Zt7NAgELUu7NIoSrLQMCVik35MzC57kPIH38C/KaMxt+5oXPYvHnAypX0emMjEWLV1QoHG41SKqwdRVMTJSJMSXnoUMRxIRwpxe7P7OzQvJGPc+rOmQx8XhSknPN46F4rKSFVXG2tZozTLd/rHJOrRpVhueTGiSUgwn3hQiKJzj4b+NnPgPvuCy1B75wnA+7SkHsV0L5/NdHYqJi0X3ihslkbBrxSip8j+FiQmRns88X8StPSOu3vcDE+uOEDzKl6DdfX/BxNB4aiPL8MA5e4g4aCWaNz9W1mxVMq6L7TWie53WRUu2wZBcKLLzbVKMEqtJRSZjylgFBSCqBx2rWm+2wVIMsIjB6LDdUDUPODPWueZIIgpRII9Y34XHopPP/tNA/Pakdm8x60yCnY3d4XFbvG4YyR6ZjTGSSHHFEGHKR8HKDkiNW75+YGJ/yBAE0GLhfFs927aRLIzKQbp6aG7ttPPw1daOXn0+TIbAPGjSMi6txzae2Vl0c3ZGMj3VistCw7O7TmnuHQITIhPEnagMM++Sc6fBI+6HsObkz9M+pqencZp2/dSsf2nO9kDB8OnN8ZAEIXoYUYJz+EeYHlePKaVNSlUt5SV0eB+ccfyZT94Ycpdy0qovm2psZcfDc1ibvd9MduvJHarsgyTYTPPEP1jtnZxIDl5uo/z8mhkzx/PhEWDQ3kZfTvfwPl5fjmiDIsr3NjbBilVCSklGH5HktIAeCppyDnFaC2qTe+zz8awGfAqFEIPFWBDTt7oWbmGdi4UTFN10NqKo0br5cSPZ6U6po0qydh576T8UbFfGx8UUU4XEvX0io0CYycE3GN/z7M9dK4LGyvRsHNS4BvP8aq7YNwv+sv2CgdDa9cgI76eoyu/AanrnkbwMm6Ao2gchF1sr1zJ538ESNI2bIa+M86MjOeNo2+15IlynniYWUSZ6iqIkJAkjQ2X554gi5WTg6Nxepqkgh9/jklXosXR9lrO7R8z8hTCug0mVctmNg9mJ9PtxlLcvQaLqxf04Sydyagv/QKDqAYdR8MQENzKt5NmYJr99yHvSuLce76k4PGQUcHff6YMXTrVlbSWogJhgADPykGnpTiwJNSRmavIVCb7f/tb8Dq1SiUGtDYqy9eqD8ZqX+mCtpXXwXKN7tx5yJg9szQOgQ9EoAfU11+I+kuIihZhv3ee0S2a3QN4xN6Xkn285/Tdf3HPyjms3OalhbqE8vGSFD5gPpebavHuI4RuHr2z1Cw53vU5MxG0W0nYvItZ8P11VfkPfP667Y0RXC7qSFYfb2SoKuh3lTasSN0LO7ZQ+ugVavo+xcW0jkOidttbcDq1VhVNwn3v+bGxr00P7FF3PbttLHCH4cVTyl2XbOzEbyK3riRfvDDD+TSDETuW/HDD3TBZJmIhLvuCv652426nYD0bADNzUoM04oH4TylAFXJ55BepGDYsIFK+Fiv7U5oKVdZbP3xR+Bf/wq+bgcPUtz85BO6duq5xu0m+6OqquAOsiHovF8CU6dhw1ofakqORdHUNEx+/U64Hn2UiCq+jtUEdEn4a7WVUur3s/t8wIDQz9Yq38vMRHAcWrBA8bJrbw+KB9GU763+KACMLsNs/mQOHgy8/joapsxG1q69SDvzTAp0nXJW+WkP5u6isjjT01RjI50QgMbJhAlhfyUri2JBdbVCujOCk1fa83Fs1Sri1DZupFOUkkJjbOhQ4MeiYzC57kNIn36CVVPKNOewzz4j3qyggLjM7Gw69NpaIqpKSqJTSoUlpd54Q5nHJIkWDo8+anm8AgoptWWLdt8aPT8pIDjO6ZFSWkqp+fs9lN8UFNB9dswxSqmEitDQLd/rjJXvLXcDezvjZ04OEV0//SmRIP/8J1Bfj6zfPA5ACmrItGrmDSFkIyMkDhwwmdM+/jhNoIMHEyllElrle+pYkJqqfDQjWdvb6Xxu2ED7kusuuANH/uUNZPnrsLdxOAYudYfEu2jL96x4ShUWIlgI8N13dKDLl1PClpNDN96HH9LNZrN/n5anlNnue1qkVFYWR0q9/z7lAF9fj40X2LPmSTYIUipBCPgC2PbKBozZeQC9UQtvTm+s3d0XOwsmY9hwFySpL5DhR87W7RiCVmxtzcEDV1ViVl4FXD8vQ98FbuCnFFxaW2myrK+nYDJihGJvAlBw2biRJrzszAAKd2xAr6Ya1DYXYXfKZAAuNDZSYJgxQyGfxo6lWK61gLr2WkrAd+6kG6x3bzqGTZtoDigu5qScql222lqgt3c/+jV/jxR/OxqlQjzc9HPU9e6NYcOUv5eRFsCMtA0o8NagaXsR2lomY9Uql+YEvm7XCLx/8FJkpbZj3JEBBDorU1NSKPmqqSF/6VmzaFN4507FGN7wOgWMJZpBmDxZaWchSZQ1+Hx0sAaeCJqoqyPj9zvuIAn1b36D7QfdwJt03GzyNENKmZHMGpbvsYR01CjghBMgr/gAjQd6YXTNp0B5BU28a8dj46MF8D4F+NoDGNm8AYVpNcA6HZo/EMCEjg3AoRq0f14EnEHvWbUKeOC+AOT1G5BWX42ddSfiO2kchowNYPBgFxEO64NJRrPQJTAODMGVvtvw27rbcEH7fhzW8Dky93+PVZVDcKX8IOpyhqB4cC4yM4FtHQVY1zoV1WsqMavf29g84mS0t9PisaYGKOoVwGRsQN7nNRjZWIS8nMmh5vwnnEA7vl4vVo8uxeqPAlh0CSkhvF4ifP/6V1rwPPNM8HwaCSnFGiRNmaLyxvR4KPEsKSEpSHExkaFZWTR4nn9eUcmcfLIFJiUYZsr3ePKto4OuDb+jt2kT3Vb5+URsMDUD33CBHV5ODtCe1Ybva/tjn9wXE4v2w9U3FS1eYFv7EFwf+BPSvgay+gYwM28D+qbV4GCgF3bsAgr3HULVO0WYefRkvPKaC2vWcKRUIIDA2g2YdqgGvYqKgIDGuNYxOx86lI6voYHiXxiPUgWsk+hTFdjw372o2XQQRfWFmNy3H/KuuQqZNW7ccQfFtrFjiQiarZOABSWG3MntX9kLoxqBPusPobqqCJI8GVUnuYEjQabDgQCRPQcPUixXJXn8Lqu6dMLtpmt1/fU0njMzaTGvPkT1LrPmvbqnHZ+1TsOZbx+BAtQjZWc2Mr7Iw7iBH+LapisxZ8enxCT96U/GjLgJPPEEXStJohjBmmTxY3LzZiXUyzLxuH5/8FjMyKBjb28nJXFBAS0CsrJUapdt36C+cix+t/Ma1B3KRXEx0K9vAK2fbUB+Rw0a9hdh+NDJQABdv1S0uwiuwET03vUt8K7OlnvnHxm1qwZ5HUXIypgcvIpm3j0NDXRjRZq819TQfNXRQWQ26wipQstCN955DyjgdtS7EnruhAyoojHZ++tD6Le/CJvlychIA7BOkRdkp09EYeO3SP2wBmguoslgwwYEPvgIG0YvClIhaHlKMeXKqlUU7vjrlpmpXDeWN/Cn1eOha8jbcWmeukCn+v2Fgdi4rwDe3UXIKMzCuLaxuDb7Acx5803gl780HVt157D1JMJ1uZTFpder/f7KSlocvftuKOGmS0rxi8APPqATl5lJcYHFg0AAuVs2YHrtAYzbVItaqTcCjX2RlhI8bkfW90JOI5D18SGgQxmz244tJX5LdS49K/rj1dGf4LHqs9Fn40ZsmP971PzxQRRt+QwTVlR0Na+4xiwp9fDDNIYGD6aAaQLZmQGMbNyAjrdpXj/QfzJSU13BN3GvXijaCUw7dAj+tUX47VuTUVeHrjlmf3sR3micjB9/dKFw/EycBwnYsgX3L/Wiri4jaPxlZ9OtxHyUcnJonLGGQl4vcUSNjbQxbUVFbspTqqODBn5lJeUGzc103e+9l3ZkLMSJigr6Xr1709y3eTMwcSL9jIlumeeUESnV3h5auszAk9iMjMlMDwBTjyKiYswYZdLlVced12/41gM4vqoWfb7uDYzpC0yejEAA2Jw1Fc27apC1aR2QPRnZ2Z0HkJpKivennqLOMS+9hGF7G+AKPIsjNz4H7CZC6sr/nhx07x04oPC5I0fSEDTMaTds6LIlwe9/rzuvBXwBbH55A5p31SBnSBFGnzcZLU3AyMYNKPDVIGdfEVZ9OBlX/s6F+kNK3lPZUYQ3GiYia9O3GDuwBr6CInz4/mQ8/qRLIa5a8rESz+BK+RGMlivhhgdA8PVXK6XUSk69phZReUotXkxB7PHHlUmYmbGuX08Tbe/eMbOj4EtOoyWlAKC9ug6rPvDjys2/RV2vEhT3D47vkax5khGClEoA1j+yCq133Y9hB9biAf9BpMIHP9JwEEXYhml4ufZqbDlQgJK0GvjzWrGzNg9D2rfghx/6YMOSqzHVfQZKQAQCU0FUV9M9WFgYWqJTU0NB4UjvKlyw7X4M8G5Eis+LDlcGtmeMw7P9rsV7HXNw660kFzaDOXPoBmGsOzNzy8ykBO7AAY6HUUkt62oDuHDXUvRuWQdXwIcv0o7GZu9gFLsOoL2tCLnbNmBuygeYc+h19O3Yh3S0w+vNQGPFOLz8/rWoq5uD4UOJ+MiqqcEBfxEOZk5Ckz8Nrf50bPjaDznV1bVgcLkoCPzwAwVKdYtyI4TtQMPjmWdoMs/LIybs/POJYWhqopmyuVn/ufpfQQFd1I4OYtBOPRUFndJw3j9Mb5e5sZG64DY2hlZhaRm8MlKKD5Zd4BNSrxcSZGT6m3Durgfx1TGX4bf/WUDJV9EGHNXyAY489Dp6te5D5nvtaDkzA9nTVDR/53bNtV9uhNTuRa/fZQDl47B+3rV46i/AL/bdj7GBjZA6vGhDOjbJY/HI9muxRzoO+fk07vfupY39CRPoHKSl0ffSy+2NCIzsbGD79t74m/9XeG/nLLgkGQhk4v6iu1DXNgTDx2djUO069PXWID/QC/UZQElgH2oOuFBXGMB55wAp323AtIYPsKDtdexz7cMsVzsO92VA+uc44MHO785mamaosmcPqk6eiQGzR+PEE4mUam2lJDMjg8hT9WTNru2aNfQRZpJQ5t0TFBeY4mXMGDqZDQ10819xBXlIzJlDxMqePZSIvv46zYomdpXVMKOUSklR8gqtcpq2Nnqd+T15vcFke0MDJekpKXQ9D9b1AeAD5ABGp+9EZtMWBHy1qE3pjd3tfVHgr8cdzQ9i6IGNyPbXI9vXhIAMNMp56HgoH3lHjsPm+mvxySdzEAgArjV0QKO+2ojfH/QiZVcGcC43rtm1ra6mC6QipTIyaLd7505SS5kmpQCsGrYY92+fiI2r8uBFOjJSAxjXOwXXDh+Co0YEMMm/Ab0aa5C6uwjui2iTQb1YAoDD9h1Cla8IuWvrgWse7Krpvqi2CRf4AP/GPIxLycfktHHI+PFa4FpO/fnSS5QZ/frXIUkeW5h/+SXdX0x4x3DZZWR71d5O50DLw48v31Pfq7JMr7fn90VjNeD1dmCyazOm59fiQOoQfLJ1Mq7M+DseLrgJcz7/nEqibrvNuH7YAB4PCdL69aP8dvBgulU2baK5lo1JVjo2eDCNu9paqthkBFRRkUJa5ebS/NzURI9btwaP7/T6YWhouhlyVhYOGyrj5MpyzNv5TxR17IUMCe0dGWg+rS/kqYB0kLbYZzT78UJdB6Qv09D63xRIGRnImDoOEhuTnTeR/MNG/GaXFx1SBvr9ahywhBuz331HJ//QIZog2Q1mBR0dRAYy6fGNN9KX1qgxy8hwQZID6Lt3A0Z21KA+tQjpqZOBVWuUE6Iak6PkfJyX2hejLgfQ3Ckv8Pvx0MEOeANpKLw1BcjLAEaMwPo9vXHrN+dj4zs+eP2pXbvMbFGkLt9raqJblikZd+1SFv7M5oDlDcxLnYXOyy6jSpGqKqUplnr9s2pkKa58UEb9nv2YmfIp+vbKwoHU/vikeQKubLgdD1f+FXOWLQN+8pOwpzkQoPVvbS3N6bJMsZ/NYTt20PdhtoWtrdpzHiNKvd5Qwk3LU6qLvGCs7HXXKewrq1vsHGvjPlmLOw8eRKrsg19Kw6GUIuRdNhTIASWF9fX448EmBAJA6o15QFF+lwzA7ab8oOKpAHrt3IAzZtbgzY+LUPHuZJReUYxNvd/C5Revx8Yf+sN7USsyMqZg1OgK7M0cgl6SdhloCFavBlas0C/b06qLXLMGv/3gfvSq2ojCHV7c0pKBA1XjgEe42rr6eqCpCYf7geH+PNR/l4+Frr7IzAR6HTiANNmLdmRgsX8s3mw7C4e2DEVtajHWN+Vg454OFA/IQEOD0oXL71dUp4cOUS6XmkqHJ0mUYlZW0p6BJFlTVJhSSi1ZQkFq1CjgggvoJli7lgbdX/6ijAcTYOk/Iy6+/55IKV50a6SUSkujP8v6hzByTv03Ghvps5m34bdHlAJpN9N/Bg4kAoNdUzZmzz0XWLsW51UehOTzQdqaBjxbhLrCodi3F8hsPIC+shfX+dJRlToAzXedBfz2eCXxuuQSmiiuvx45a5bjWe8oHMwZisD9l+D+104OuvdkmW4Bl4ueV1XRdUxLU6p6g+7Hjg5F0Xf66bpG/Gw9WVyzEX1livM//KovxuUBt1TT2JO3ZWDXF+NwhnceFrhWYuiBjUiTvZACfvzF14H2jjTI21IQSMvAtp+OQ3r21ZjetwB9mzdjf42EA+iFf+MCnIzVyLv7KZSorj/vKaWl5GQqdC1Sip0X/vJo5bQhDQaeeopOmiTRL+bkUCD+6CPKv1it8t//TsS/TWDfgc/NtUgpNiZ/+IFy+smTjUmplDUf4f5di1AnFWL4CBdGNq9D6n4iCrcOmYwdu1yaGyTdDQkhpbZt24aXXnoJI0aMwLZt23D55ZejkG9l0Y2x/pFVyLzuSpS0VyJfboCEAHxIgwt+FOEg8ptWYdq376MeBfBLKQikpOEQcrFano3l3lNQM3Vu12dNnQq8/TaJHT77jG7aPn1CSamiImCmfxV+u/lK5AfqcCijGN6sTGQE2jCxfT1u3H8lOvo8jD59rFGwc+bQDcLm8A0baO26cycl5l9/3XkzXuSGC0Dgn+XY/OkhDFnRgcGVnyPNX41dhy3A695fYdj+3RhTuQln7H4VE/3r0U+uhAQZzcjFntShaPWnY9CB9VhcfSUK+12KIzesxMBGCqwdyMBGaRz+jKuxGrPha/NiSuZ3yGuvQWN6EdrlycjIcnXtUhw4QMGistJ4lykQID/PQ4cU0kMXf/wjzbI+H0XgvXtpJbZ7d2gZgxlUVNDv7txJC8NFi1Bw+TtAIBWNqzZg9K4aeHND1RqrVtGY2LePPMHa2uj78juibCJobKT8jHlsSRKNH81z4nZTpvS73yG1pQWHB1xoTilA1gsP4x8dzyMzEyjevxNFvkpIsowm5GI3hsLbmI7R69dDYjQ/0LV1680oRr2UidysNmSsX4++K8pwazuQkeJDTUoxDrVnIhMtmIwNuNf7O1z148NYlzsHkkSH8sEHVEmgLslIS1P+pafTY0MDvT8jg86LJFECVFTUOafld6Bmdza2S0MxzLUH3xUcjU1p0zA/Zw0WfXk/hrdtRD7qkSM3ATLQkpKHQ4F8HPxmKVI3AkOwE306KgGZxuwu11AgLR0jd3ducVx6qZLAsswKwHkzHgf+8GdUVdE1q6qitX9NDSVeb7xBC122xly1in52yy30vdVJqDqn7t2bdiZdLrKMCRrcM2cSkXrwIP3xF1+kD5w5k+SWt9wCvPIKkVSbNtFW/Ny5RFxpspfaSEujr+vz6RiEg65BaiotuP72Nyqn8XqVHcZdu+g+fP99WjczLzvm28N8xZl8v6VFxuzAalyNBzF9/1oUyTVI6ST/G5CLLLkNHfVZqEMvFPkakYoOyADyUI/9HQXo9+N6XNV0Jf6Ch7HzX8DwB66EXFeHBqkYe12ZKEppg8zGNX9t29polbtjB91c8+d3fccRIxRSinVhCYdVK7248qJa1B8qwUx8gL6ph3AgrT8+qTkbT5Wtwq/a7sc/mzciHV6078jA1qnjMPLyeZBXroR33UZIjfVIbaXVzVUdefBJqejz83ogOwvo1Qu+ukagvQMpAOTmetS7CjAE65H9wJXAkQ+Taeif/kSTS3U1cNFFwce3imL+3r3UMCMjI9SLx+NRlLtZWdqqEr7shScbW1roVDI/l5n+j3AN7sO4wCbk7G5HIDUDO7PH4WHvtXhgwE2YlXoBXGvWkBzrpptMZW/8PfPxx5Qcjxyp+D9NmEDE01//Ssc/fDiNyf37aQxu2ULrEr+fvsfWrbTwa25WEmg+kX3/fcqdu3bQ03yoPdCIg77BOLblY9z9yU2Y0vEFUuCDD6loQS6aXQEMa/4M/k+A1DEjgfx8pO3djIKOdrR3pGNbxxj4Xenot3w9cr69ErlXXQo8+STkujo059CYzUQbBn2nEY8OHKADvuYa61uxbJH6/fc0kdx1FzEkOjVmvY+ch9u/XYnBTRuRKnvhd2UAx/elk+nzAVlZIWMygDQchs+Qsh7AaPru2LwZeW3tyEA6OrLGICM/Ha1f/4DMA1lIl6oxPXsN+hb4cEAuwifrJqPmkAsjRoTOFYwAyMykMaz2/EpNpbHHNrDUldhr1tDrxx2n7LtddBGNpwMHaBiO3vs+fuu/E0N9O5C6A+iQMrA9cxz+Iv8Gf9x+CW64+0W0Vs1Bc37/rr0qfn+K/X//fpobUlMV5VdGBo3V9HSK99XV/8/em8fHdVb3/+/nbrNrJI0k27ItebfjRVZWEhwRSgIta1p2SjBJSKGFhGxAWVt2yhIIhC0QSAi0paShAcoSkvQbcBISQoKteJF3y5JsbaN19rn3Pr8/zr0zku0sQL9t6ff3vF7KxFpm7r3Pec7yOZ9zjvx+KiXBUHiOqlW5t6amOlAaj58MuMVi8vO9e0WuZ2dPCLi6umQ/w07zl1xSp2MND2NMzqB9nzI2pvZo9Eewtx/HNxVG+yKYncX0qxg+MD1NMZkmOsc/2LocLpi5AfcjfRz1y2yyIty6fh1TM9fzxs/2MB0/j2dP/yutepQxvZht2ZczMSWX9bRks5kZifpBgJawpixcp5LZVpHNJVmX46qNvBHFUyVWZR+Bd95db6w6OwvVKoaGuDtNXtucoR6BCvTbKxnUknR9nncPF3E3k5PNKMuAUpQu/Qv2tbyYo0frzIsTy5lCOQ1BqbA88tgxaa0XjcoR/vWvBfR/3/vmD/IKV9jKY3JS9I/vn0JFai29PEKk4ZJL5HkUi3Ihra2/U91gqOtD0u3u3fPP0SWXSN5rclLk/MRr2rNHeurt2FG/749+VNRN6Bd95SuybYcP1wHXVcuqsOfnopCPHpUPnNus65ZbJAiYmcEIZNZxPdxjIyQGjrMKxVB0JUWjgVb3KMvcQ3DrQ5R+vIDoeWfUHa+XvASamlAvfDEN1XHsXIXe015D3z/I2QsBtWxWwLdQTqen5d7CuEJrSSBu3SqXmNn/GM2/WUlz0wqaz/kbmg/LGU+l6u8RxpPN1SmmI21UrSjp8hirJx6BCRiIrGQiupSIX2LF2CO8z7+bvJVmyOzAqJZZ6e/H0hUqOBzw1+BWHTZWH+GbxZcxm01heSViFAFFngSVQpTpwQz2Bz5HZs7mhqIyMiJu4vS03HuY7+jvF1ndtaveDw0k1ti5U3Tsnj2nBlZD+/zEE3LMGhoQB/E73xGl2Nws31RKElK/+lWdUVYoCMNscPD3i8NOscJBXrmcHAfHOfkMbdsmpnTPHok37r9f/PiBAdnvnTvluXR11btj9N+3j77Cq3lB0694w65v0D7dh+mX0XaEoeQ6bm+9nl/u6Zmnr/83LqX1qWYd/d9dZ555Jo899hggANXf/u3fcscddzzt383MzJBOp5menqbhlJ2R/2cv3/X59dKXs3j0t6SMPDEvR1FHazB6jCImHhrIkWJQdbBU95Mgh8ZgjFYSaZvGf7kZ/vRP+fSn4VP/4LOu0kuilGXUyzDe3sU//rMxz6+sfe7YdsYTy7CoEvGL5M00aE1Lvp+htm7OOXonhvX7Q7CeJ/r54Yd8VhV6WWhnMdsyqM1dXLL8QRbf9lHaZg5g6QoWHhFVQcfiFCsmeB5pPUWBGBHKxChRxcbGxVMm+1mDn2pgcW4vcQpM6ibGjDZKRIkZJVq8MSb9Br7BZbzM+Cmd+jBxncNXJiOJVXzeuZ678n9KZqFdG+vrOOJPmObJyjD0T3buFINimmLHTpmFet/7JGLxPFGGy5fLGx4+LMb76qt/N4X4vvdJl90QWRkdBc9jR9tFDI1FWOX2YSNg3MSCdcTedz2b37qFx2/r5asfy7JnuAmtoSM1SX8uwxOqixWrjFq88fOfS2/GQkGCKcMQI7JokTi4p+pV0cM2yYo+/jga8DCYUU3kjQQL/eNorSkTxaZKFTtg/5kcsdfQuamB1ES/1I8BbN+OXraMPX2KfE5IZQ1JH3P7oyhgV/wcyhVFpQoKDfis5gCHWcF7k19gj9ONpw2KRSlZerLeZXPX5KQ42pEIGPhs8Hpp1pKFyK/YyPonvsfLpr/FOTyKpTxcM8J+vYo2RjF8l5KKsdgfwEboZS4WY7SwiOMYaKpmFNOrUgnu3cXkAGvQqQY22HuJuAW50Lk87sOHIRZjx4d/wFv/6XwKD/fSTJYZK8N2v4to3KClRfzeKyTG5MAB2a9Vq8S4jY3Jz0O870SfOpEQo/6CFwizLAy+O/q3serzV6L27RMZW79efnHuG4aCPjkpfRN+8hOxxpGI9DZ49avnRyynyDJve9Dgist9mgZ6afKzTBoZ7DO7+Pg/zNdR27ZJ1U9YMlWt1ntppNPiU4RZRsOQTOtnPiNthKanwTJ8zkv0sjSe5fBMhvLoFDdyNW2M0MgMBj4uJhYuFpLiKhPBxSFCiTJRNBChTEElURs3YAz084SxWaajjGxnv7uMmVmF64o+SDdo1uhT7O3OnVAooDs7Ofq6vyWb6CTRkeHXpS6+eZvBhRcKXvJ0yx8d5+XnDGAf6+ft3ufo1EewlUsVm8nIAlLlLKZ2mbTacO0olltikTtAs5oiZ6XJ+k0sqg7UADcXE40pTqbjgO3g5UsUkZR5VJXJk2Sn3sBKq5/k+iU0mnmJIsKGHl1dout6emqx6OHDIhadnfJrR45IwPCpT8mZu/de6UO+ZUsd9Jk7/8H35Xfe9S6R1w9+ULCwSKTOCvU8OD23jS/oq0gzxQhtVJXo/lY9xqyR5n0NN/GSN7dz0ba/Z7E5jP2i58ubPkW0OrdcOFHKMuJmmFzahR0xcF1xOs86S8CnBx8UsQ5jsoDsSKVSLwVLp+dPIHIc0bOJhPxNCCAMD1Nj+9rHj3JgNEXVVdzI1axmPyYeJaIYaGwqYgcxAAOdSGKY4M/kKBEhSoWSleRgbCOViqbDO0JLuoy2Iux3l5EvqBpTqLnpFDJbLNYnnC5fLvaqs/OZ1QPddZfIg1ISdZ599pPXmA0M4GWnGHfTHKVDbLcustHYhWO4GBvWUzkyiJ7O1WWSEgqNj0IBRkMSxwZyOQp+BNOt4MWTeOs2cuSIpm1iDyYeBaMBy9a4SkDLD81ez/ZUT43MmM2KLv361yVoaGubz0A2DJG5WEz29LvflUAg7EQQAk9f/KIEVm95i8hrX58cl74+0WVrR7fxBf9KmnWWUWMBBZUgSokWf4wZleZa9VmmYu2kEr4YM8M88QnX1lwbZpr1TgGWJXKllCQCOzvlup/zHGl909gowVDonjQ3i08TNpW+7TbJNfT2StXlfffVGyDPzooO/vrXAx/g9a+XPzYMebN160S4jx6lMpUPZDL0aX2S5FBoXGwJvpUi50al+o8yBTPJUHoDq5x+YquWkDs+Q+7YNP1F8e3iqkRHdIwZI83tzhW8oPpjOvO7sXWVqrI5HFvPh8vvRjek+fS7syQ7pXTplH7sRz8qN9fZKSU/c7Mjp5LZYhF27cKvuuwxNjDuNga3pdmkdtLIFEZjQEvL5dDRKNUq+AWRWZSS4FWlGFJLBADARaGZJcVYZAnL/YMccju4LvoVfu2cz7nxXlY1iR76Ub+cPa3FT8tmRb82N4vNKxTEd1qzRi57YEC+F5a/X3jhyQT1z37GJ/dQL9a0JDXTPV1c947AFof2e9s2Eezjx0VHLFggb1go1HvQXXZZ3el4huvDH5Ze46G8XnmlvN5wg2Bg09OCLZx33nw//PLL5d4aGuoJrkRCLiv0i0IWVZhkPHYMXhL9ObeVX0/SKNQp9WHSaHJS/u15eDM58m4UXytgrsw6VMwopnYxfJcKNg5VKmaM1JJGVGPd8dJXX0Np1378iif727iUq6Jf52D7cxga8FldlDK6Y2Xxx5WCjX4vS+JZpowMO40ufAzK5cCnjZVgb58cwmXLoLHu5FqWbEtzo88r/unlrClsZziyDGUqLFOzorCTmJeryd7h+Ea01qws7STtTzGtGtmtNnKa3klS123ILEmGWMJqtZ+IFr9AobFxA5/f5BiLaUsWKVUNRp9/CRt+8HF6e8U+vve9okvjcUnATU0JFlgqyd5oLbJ7550CTG3bJnb+yCGfs5xezlyWlSRCrouGRqMmXqF9dkeyjOsM6RXNvD/yGXomfiBIezJZ96nzeVF+GzeKwtu/X86xbcO11/6nAFP33SdFMIVCfWDE3NgwVCWhTDY3i0o5ckQu17aFgR2xfc5vkDgkm3N4Yfkuvne8h48af0+0Ms2YEh3Y4Ii9yFlp3t9wE2/+ds+8ntF/LOuZ4jf/5aDUoUOHeNWrXlUDpQCampqYfMpZybL+2EGpvf+yHfsNr8U3LZZUDmH6FTQGGoWPwqaKiU+JCAYaDwOFrinDElEqREhEPQ5++B/5zJfivGrgBtbpvho9+KCzjjuWXs/lt/bUg77t2ym87LUcHG8gpxMs9w+S8GYZcZYypjMkVZ6VLTPEf/jdPwiC3bYNvvKX23jNkFxT1CijnQjDXiut7nFsXGZ0AocySxnCokoFh/2sppOjJJmlio2JTwUbBZh4we9FmI4uoLE0jEOZIZZSseIQiVAyE7hYLJrpI0axBoo4VDDwMPEpEOeDxocYPe25GBNZdg1n6NUbOSuyk67FWfKxujIMDd3UlBjCkCHa2HhyvI7vS9Ry9GidN7xuXd2r27VLvLpHH31mnMsQ4Jqbks9mKe85gNYwTSMDRidlokRViTbG0EDDoji5KQ+7UGfz5I0UMzRw0F7HrY3X0n5amktfmuVjX83w70c2crq9k7OWZxkoZPjxQBeeNmjN+DyvtZdWVTcQF1gPcpO+kviRXeD7FIihUVhUsfGCYElj4VPGARQGPhZVXGwKVppUrIrtSi1kVTmUqgaeq/G1gTYMLMMj4QqHO6taKBNjQjeigaUMkiCHiceYvZjDDd2SNdA9/PM/C54S9l6oVOq9GKrV+r937RKj2cM2Lp+6gWWlPgy3TBWHLBkW+sdQaMZpoaASJMixVvdh4bJXrWexGiThBw43EKUYAGYKAw8DnwqOBE74mHhUcBhRC2ljlKgqo9atJR9ppupbWKYmeaiXUt5lt7mJY5VWVvt9RChhAAMs5jbjTTy+6VImJ2Flvpc2U4Dnx90ulq80aGgQEevvl7GyMzP1DFXof4WNkt/4RjGSfX1QKfl8LftyNrm/JWK6NEZKdWp4+Ibd3eI9zJXZfftE+HfulH8vWCC06Oc8R8oiTkDExlvX8bVDF9E1ei9rvIDNE+io7y25nsu/sYWedC9P3J/lo1/J8OP+jeLse1mmzAzb3Y1sZCcLrCylRIbHql3Ekwbj4+LMfvCDUk3WNb2Nv7XrerDsO0Qq0yg0Fh5JZN/k31ViFPFRaAxMfKpYgAq+Iz8pmkksGyjLyJ8yDh42GoWrDXzDwtMGLXqMCBVUZ4ekMFMpGBhgdqyAXS7gYTJhtFA1Igw1rOPWpuvR5/fUWBWnWr4PIw8e4N7rfsL3ty/nY+67STHDqLGAihknoXOsdndj4rOLDcyoRpQhwdIGvZM0U8ySwjAUMT9f06URyhh4gX70AqBO7p3AEmlgSC1BGZpF/jFsW6Ha20UZhrV1Cxbgf/sfecVnt1B+tJfG6hiR/ATWgmamrFZ+dqyLUsWoBc4hqSKVEn0aAqXXXisq7rOf8fF+20t1uA5abu81hD0XgI2LnTH+sv/jLNeHOEInGoOoUcVVNhro8PvZrrr54MY7aTRmMPoP0e6M07GpkY5XnE3nMkVHh6jisEn9tm3wzcu28dpjN7BW9+HoMhUVYbe3jk+715K30mTIMmNLILGwXUrPFowIwJqLZPhtdSPr/Z0kSvLvx11h5ba0CMgxdxqhZYlaN034i5ZtvO74DXQU+rC9EhVskuSwqZCgGNj+UJdUcXDxAa0sDC00CtG7ArgZaGatRqpGBLNaIq2nmDQz5FUKZRiUXNHW2jTp9A6SUEWMzV2yIaVSvQbf8+QCW1qevh5o+3bJQnueoDKvfa1s7MtfLj+bWzOmNZXf7sSYmWKGFAPGMiw84jrPYj2AwsdwbHTVDYJDkUmFj1WzMUo8JQVamXi+EWhgOGSvoeRarGUvlq5wgNVMGK3ETbGRWS/NNcZN+OdtofFoL/GiBP6/qXRh2pLgCIkxExNQLkriokVlWbQxw1cf6pLm/8wHMq3pLINFSQZec53BLbdQ69kSz43x+qMfZ5k+zGE6MRVEajKr6PD72aE2808Lr2O9fYDEhmUkXvq82syT8Cv89+HD0mM6nYZUwqdjSnrIDFcz7LG7iCUMjg/5nGH1kkFAh1/lBaCZy9SrVOQ1bG2wYYN8Rshm8D2fcyK9rEhn6c/Je1/c8iA3zb6R5Hi/gDlr1gg6MDgIWqNbW3GHx2uyLrZR9K/IqsJE4wYenUZhKI1CM2R2oJXBUgaY8ZPs16uo+BY+JsoAQ2lWeXtJqDyzukH0oG+TUHkW6GEcKkyTBtPENSKMZoJE3ZVzZPaXv5Rph4YhVNx16+Yr3LkyGzYSnZ7GP3gIr+pRIcKEymDhYusKjUyhAVNpBMpQaASEUviY+HiBby+gqhn4CHbwPTgY3cAic4xCXtNPB4VYhtMI2P8qwk53HZ/yrmdnUw+rVonZLZVEFkJm+5J2ATzURJYp1YTjQKOeZNTLMJTponVBPbgPdd2qah+mV8YzIxyw1/Hd1F9xzQv2sHn2AdEDx45JcG+aEj3HYvWu+LOzciGplNB6Nm16ckM2Z23bBp/5lM/gTyQIn7YyRM/p4tiwUVM7s7MCKvm+yPjnPy/s20ceqQ+HCMtSly+Hyaxf84vK8SbGxqEzNcmMnWHb5Eb+sXAxZ/iP0bosQT7TgVsFy9IkS+Oovj6wLHzXw/NCLQKgMQOZlSSW9KctEsHHCnwIl6OJ9XSmsgKk7hsiP1ZgxFzMjBsjySwLGGWcFm5z3szz/PtYo/uIqjIFL8K4akUBLXqMhC370B9fxzcar+d+t4d3v1vT/IPbmDg4yUT7BrJnvICJScXERL1nk6E9Vh+7n3cfeBMVImhl4FAhqou06rEAxBf9WUBq6RPkCYP9IvGaHzRX13pYWHi4GEEixKRAHI0iSkkqICKrWRYd5viCbj6w9g78XrF/B6dEny7pMPB9ESPt+Zxp99LoCaD0hOpi5Ur4zrt6+eGtWXK7+rkw/0PW+H0kHZH7/vg6brKv53jDalZOPcbrZr/OWi2tPqra4iAreUydydvVF0k2OXUSwOOP1xl8S5cKMjYwIIhZqSSBwm9+8wfVvoWAU19fnSE1NzYMZXb7dkjGJRnbkZDk978f7aJYgjOtXl7Vej/njv6ABZ60p6liM6zasanQzjGOGsuwDJ8We4aincLDZEGxn11ON62/uJPuM/746vf+x4JSX/va17jjjju45557at9buXIld9xxB2ecccZT/u0fOyj1+Kfvo/W9V1ByknQW96O0y4nKUCEG3AjUh4T9VmAAfQ7pFaSZYsxYiGN6JL1pRmmj4As9f2lkjEk/zXeedRMf/UWPnL/77oMrrmAqvZSBIZP2yV1YuoqnLI41rmfJEk3jzKCkw35PCNb34f0XbOOSR64i6U0x7LdRVlFa4kU687swcdnLWjwslnGEKEUqOEQoUw1ANw3YuIFylKwwEJr7ANEvA5qSiuMbdu3xVXGIuTPYwQEHqODgY2DgkaCAxmAisohi1UT5Hk7A6tGGiXakv9bnzet5QPVgWbCwzadzuhd/LEs+mkFvkrre7m648w4fY2evWMxPfELg8IMHxZkJ0zXhjOZKRSZ1LFs2v7bsxDozw5BIbWwMvWIFxbKB6xkYjoW/azdxnSdHgl3GZjxlYprQyhjLKvvwlcmgtYx2bwDTD5kRFgN00GxMEafArJFGWSZ+1cP05d4N26RMhCeq67hHX8SL7HvZaNUdo/7YWiL5CVZ6e2l0swEgZQSMk2oti6IxMGqO2Px9K6g4GpOEWUChyHkCakE9aDV1lRjSobJIHM+wMXyXKCU0AgpYuIxElhGhfLKMPxP5XHcHlxz6ME3WLFNOGwUdhXyedXoPFi67OY2c0YSFS0pPs1ILY8HFxlYuvpa7UvhBsOjPCx5Pde9lIkSQPlxlM05V21SxyJsNVI0IVqXAQn2cLBmmSNPGGAnyNabZAXMNZSdNsigOTMlzGNTt3Je4mN+mn8uhZBdVz2BoSPzENat81pYlKzfqiSEslAyiUcmsPTvVS3fpEV4/8AlG/QyG77HKOoLtSP2cFbVQ4Vzgyy4TQx5a3PC1txf+8R/rNS25nCBejlNDxHSpxOSOAeKVSWZVA/1qmTAjKLHQGqPqmRTSizitZYzRwTJuuS6TrjZrYHQVGx+TChH2sJYfmxdz2OtkysxwpKGL58cf5P0jV9Gg6/T1VCVLR2kfHiZmjWURAk6ybyCBRAj+h/sWgjMlFcPDIqoLgKJIDMNU+AE7wVBg4hL1C7LXiTgqoIyXK5ItN/DRSnEkvgFXm6TLops/v/omvrqzh1JJsOyBgflfQzsnqB4cYKoc5UOFd7KZHRxVnQE9QoKO1X4fBkGwRDMR08XxS6T0dE3+5B7nAhcit+EQiPD/dc3ayP8ViRKhjImHH01gLZGyG0olQTunpphduJJHxlezofo46cp4rTRywsjwG/8MPq+uZUalaVFZJmkCBa3mJM6iDDt0F65vcMEFYP0qAIX8PqgIaNmn1vFZrscw4P2xG1jl9hGtzpB2xykQZ4QFNDNJzBTWYlXZ+L5CaZ//WPc37Iqfw/GZGBMjVaZUM27bYljcXnsOzc0CTk38YBvvPHoVzeYUU3YbFSuKWS3RUhggRoEZ0vhKZG+3Xsd9XMQLzHsF/KSM4Xs14N0NZLSPddwcu5bogjT5o1nGfMlwL7Am8Roz/HKqi3PdbXxRvZ0GphlXbZR9iwxZVnBQ7Hwgs+H1zpVZD6O2W34Q9M6TWWVj+FXiFCgQwzecmv5Dga3myGwygYrFJNoLR0GZZh2pMM1TMydBELe3vEVQ8Oc9T1i009NiD6+9VuQkrI+rVtG5PP54tgYiFYgHAVCVOEX8ms6sy6xmboCvajZGMReQC+6dKBYuBh4+igOsYcJoBUOhfU2Hf4SjLCXnZFhHH2a1hNYwyGK+wZv4trqUWAxetryX1YP3c8H0D1jEMSJIiehYiwAdM5t75gGZtl8mXxWZ/XL0eiIRuI4b6Cz0EanO0OyPkyfOGG2kmSFhlkGBqxxcLSBn6ZK/Ysnun0tg9ZGPnGJEat2Gvfzl4Dyyjauq8hmWL4HuHr2Ou72LuIh7Wa+CBICKsNtfxw1cz5H2LZxpC4g1rpskKDYmyUUE7NcaznJ6Obd0Py/VP6CdIFhSEY5E19JYHaPTO0RbZAYVlf5dFAqisPL5wHOdr29OrWtVIOEEO6opGTE8X5EgT5EoVYR9q5XCVQ4l3ybDOA4VDrOcWbOJsm8R00VWcoAoJWZJcSi+iSgl0uUxCnaa0qdvEmBqakps2eSkPMAXvlDkOvzasUPsmWHUE4uArlbR+VA258tsjGLtHubL4zOX2QkyjKlWorrAYo4xaWQYjy6hakWx3RINpTEmdZoPNn4e0mkK/WM06gmyNDNOK41Mc53xOdb6faSYJkUOhbBjpmlgKLWOr8avp/KsHtaMbOONj11Fk5piVLeR96Kk7BKtjFGuKiJUWNhURrUvEvQznw+YXhrfjuBF4hCLYadiqKmgzu55z5Pa7afp3ReC/68aEEAsTKD3qXXcaFzP9MYtLBztxZ7J4iwSgPfIUYPlnT7RfQJo9M804fti+2adDKctnua1xz/Hktk+msxpEn6dGZQzGzimF7Ha38uwXkA0bhCrzhLzc0R1CUdViPpCc9GBN3eivhFdK0Cq7GPIYJS9m1FpPMOm0Z+gqKMMG+2oSIRc2aKqLUraZiUHSVBk1mxiNtZG2YgSy42xzD8IwBFjJcVUKxG/RGNlTtz2zmmMz35G5DEcHjE8DMPD+MeGqRw9jnd8lMLRLKlje6moCFop0KEfHYJNBPZcmhbFAj1rIIlhW1fmgVJG7azWk8zhvfuB9wCwV61D2Tat3jBHrJW0q+M4ukyuEmGXFtv9sLGFN/i38Sa+wWKCvohEGKUV24Z2a4xIZZpGfxJPG/TTybTdSpQSGT3GrErzNe9y3uR/nYw5zWRkIbNFk6SeJcM4CfJ4RoT0+RvJFxRMTJIY7EMphaoGHfHnjlJ1XXGQf/az3414MYf97zdleMWHuvjtDoOZKfGzM2QpxOqx4fJOn9ThXi7Q97MlK711I6pCWUcY0dLyopN+FlBvT9NPJ1VMFnOMDBOM0YJhGqTIgYLRSAczVjOqmKfFmaH9F9/FOON3uIf/Iet/LCj1qU99invuueckUOrmm2/mohO6bJfLZcoh7xy5qaVLl/7RglJzmVKLy4eoapMwQ29RJYLcq4dZyw7ODZbMwIC7viZOmQo2E2SoEKFEhKzRSjKlaJ09xE6ji4WP/FAQ1e3bJYvZ0ICOx/Ee34H2QRlgLl6ESiUFgg856r/H2v64z/izX8p69wmOxVaQyymS5Gg0plnq96PwqBJhlgQZ6o0bRCX6wR0awX1KgO9h4SHPyKLKJE00M4EGxsxFaMsmqos4XhHlu8R1vpbtlyIdGxcLhU+cIga+OC8sZzX7cagETK01uIZDqx5jmjRX6puIROAa7wZWe2JEXSPCSJPU9ebz8KWVN9B4vE8cnmxWHMpSqd55NFxaU+fkPk2dWdCpsaosylUT3wMNGL5LnEItyzFJE0XiaAxaGcWhgoeBdNioUCKKjyJKmTIRLNwgy5Fi0OyYV0d+UK2hrB0WM0ATU0yR5rjVQdWMEjdLLKwOkq5mmSJFE9M1owYnB0sh68TFrgVMDhWGY8spVG1arQlAMey14EUSlCsKryrmLkmOVXo/oBmOLgcUi0qHMHFrrBaNwVB0JTkvxkJ9HHvTOpq++dl6IBUCgad6BSYvfCXlw0MMmR1YUQvHLxEvZlnIcQw8PCyKSIG3/QwdTymJUlhIWVU1AEJBE6HCrNFIoy/BWE41YBphGClZpBgFLDyGaaOB2RrDykcRD37mIdkhIg4Ly0dr5byjagG95hl8wb6ee0o9PM/exrX+DazxJSgpI8HK59T1aA3vjd7AGq+PlD9F2stS1pEaTKOMoDzGhIijsb2nkVnflyB0ZKRu9ONxyag6DsWKSfVAP3Fy5EjRy2Z8JQDegsgkK8u7qWqLqcUbmRwps8Kry+QQ7SwOgqLwfDqU6aQfE58Jmpmlgb1qLQvsCU5LDtCvllEoKPB9FroDLPaOooIdc+cA3BqC7L2mioWNSwUn2DcJnCzl0h9ZS7WqaPbH8LViUjVTMWP4Hhh4xByPJjVFW2lATkDbQpGL3CwU8gGYKZ33B6KryasU2vNoKQ9xUK3mrs1/j+VXcPwSjlfE0WUcv4gzPYo9nSVGkUXWGGfl7sdVFpgWJj6mX8X0K3NkE/LE0cqa45BSAy48TEI2Lvg4AYjiYRKhRAUHV0XwtYBUNlWmEYYQaHQsAZaFrnqoahnTMVGOgzebZ0qnSagC+HIOTLwgqxzDwmWaNDbVWrA0S4pZo4HBpID/ngefLFxFkzHFpNXGRDFKRJdYoMaoahOlwDFcpiNtRCjSUdgX7KmmrGL4ZtA3QoPva6KqjLNJZNatQmlkmtKxCaZVI8PNpzGQ2sCgu5AJZyFD1TbesP8DrNV99BvLg3IjSHpTrGJ/LdDdxSYilFgS6Mdp0ozHOzAqZTrdug3ZxxqqOCxlgDgFpkljBfcOUDDk3ne6a2lmgg4GGDbaaTRzNLgTNDBNTOdhjq7xA/un0URDYJtoYC8VVYRNYgaW8oixgrKKkPYmWMwQx1lEwUhKOOG7OKpK2syTdCflocUTmE7QYHBmRl5tW3TmmjVCn6lWhQ2zbJnQdKan5bx///sS0IeM3nAc7Nwaszllk165CsW6zE7SRJ4EtnJpZQxfS/IIwFUin74Wux+lTJEoPiYWFRQq0LsGJh52wCIPbaQCisQoGElmrWYmq0nieoYVHGbiScD/vawhb6TpoJ9WXwKGHEkGVSdGzKkBHf++6Ar+bOAWmtQU41YbJR1FlUu06DFcTBQC/I0bbUT8Iqv13hrzokgcbVryWE6QWVUqiS6NROClLxVQsKNDSs3CUkqlaj1k4nN6yNhuieZC3X4Pqg6KOkpMCejgapMRtYg2NUbCn67J5CwpcqqBUVql/HZOsJQLgqUKDp3GIM1+ljHVSos9jYmPth3xH7UrgCPiuVVqSVRhEMeDRFMVRwbWEMHDDEJdkfIJlSGiSzQwzTQNEACv4V6auMH7aIpIMlL7PhFKmAHzUwH9sXX4loPlVWguDTGTXMyy6/4C46c/EaDFsqSxy4nlvHNkVislvZuUhe+DmZsKEpuaAZYyRSNRiqzgUODzCMxWCZInQABalQKZNQLGPpSxg1PtYuKTJ46HSYI8Ni6j0Q4GWUIFB0NBPK5ZUdlLsQSFqgDX0hrAJkeSCCWKxJikiQ6kTBvqyci4KjFNmqvV57mWz7FZb+eosQxfC6MrGoGI47Nu9lHQ4MWTJJ2qAE7VauDZKWHLqARKKfEPbB+7lJOzv3mz1C6tXFn/mjOy2/fhvT3beP0jV9HgTZG12yh6UWw/kE1ENlsZw9HSP+dYwzr+j3kRm8fvnQe4hTLrYtFkTFNSMca8JjrVAJaen4htZZRGppklgaEMlEHN78LXxLWU6PmYVJQjelYzR2al5NQOqjkAzDofjpIRx/eFfVQiimcKkOoFPrvEHAVh97OAUjSNp2zaykdxfGHzlFScY4nVmF4Fo1qm1R/FbmskrkrC+Fm8+Cl7d+bHi/i7dlOyElTMBK7hQLXCgupgYDfkDO5Ta0HDWvbWfJzRyBIWVAaF9R2w+BwqgKaCgx14s6LT6sQJA58cKWZIsYARps0Mx60O8l4U063vaYE4a9lX64uYI0meBIs4jgIOGyto8cdJMouPEh/XXMOMSoPWdHiHiVDCw2KUVkzlY+kqESokmaWFLC4WebsJ5VWxdZmYLso9G4H/E9YnhxNJtJYeAi94gfS/WLVK5PXJfNwTesyVdIQHsut4vPkiThuqs//D2PChhFQFbKw8zgIt/WVnSXKUThzKrOQgML/NiR3EN+O0kGSWJqZwMSmqJMpQVI0oWWsBWd2EY3isTw8S+/bvTx7571zPFJT6HzN9b6o2qq2+PvGJT/ChD33ov/5i/i+t1a/o4tfXrGPx6HbyOk6CsBxIUPoIlVoA5aMpqoSEjNoLHH4f1zdqWX+NAD+avHyAssgXpQHzKr2P7KO9cEa3lOasWwc7dqAWLcIyoQb8jwxDIQVnnPGk0x2eySo/2stydz9TugHTr7JITdCmh7H9atDTROifYX43ROhDJalR+MrGwyCii/iYFIgBKnDqNONkaGaCkplkonElhQL4GizTY7FxnEThEGhdcyKkF0c5UM/i5MQosJKDmHjkSBClwmKG6FMbGTTiLPH6+SjvpdmdIc00o2YbeTdK1C+xbHoHH8hfhudCpOJCR1utvI68UGNdK0opswzT1MQiGlUKOt6+9rViZObWls2tMXNd2LcPt28/2XJKekWYAnwYWiydRpRtjFKQm/eIUA4CbYHhfIzAOZc7TlHGx6CCTZQCS73DgF+793aG2MkGhL8jkFLZt4noIpFqDuVXsKjQxGQNjAIjCAqsAEjVMhUMKUcNS/hMPDxMJqtJmvwsD5XPBqCLHQz4jeIcEfgvdgSvcgitFUPeItJ2TkqkfBMzuFcfaKkco81URGwPu+9haSowt3vtk63ZWZqG91C1IenuwS+YaK0xg+emUQFA4QYcHYcoJXyMWhBYwcLHwseoOZ5lIrVnDgo3cMgFlDAZ8zM0MEGOJPujm4k4PjEvT6w6Q9IbR3rIaVoZJyynCvvHzJXbRRzHrrgYuAGTpUpKzdLFDj5TuYqb9RW8xb2FBj3FeNBrzfZKdLGDr+vLAHCKLuNmG7N+lLQeJ0YejUGWFoZjK0WnVF1S1RztDbNE/uIvpLxnakqC0fB1eloC19CYj4/XefWHDkE0ilUVJ0dkcJZuHsfVIrUNpdkActZ4x4ZZqieD+4rhUKGTo/gY5AMZXcYRTNwgkyfnepoGzlGP0lzJMlVcyMYlx6laBVQ+j/IKhL35IAyWnGBvIBmUglaxAkczBG/AQfoqjVUaWar7eVSfBcBmvYNB3RS4pVCogmcatKoBCjrJodIqGbxZHWcVfQHb1UNpaCv24ykxtQqPM/WvadzzTrxYCtsOgoOIJjI7TrQwScSp4LQ1QTxGdWeJoo5gaFe8akPOn/ZVrbx7nFamVRMOZZbrg/hBsAQhW1SUvci6hw6Cejtg+VW1nGybKjM0cIxFNDHJLCmyRgd2qUDMmyXmK4yiR7ycw/A9GphGaSgSwQvA6BhF0kwHWkJ0fRgspZhmyk+zYnYHH9FXMk0DSaY4aC4DX+EBBZXguB1jc/VRabicOIdKVWFXC7WzEkLUB+Kb8H2NqlRoMKdZnJpBPf/5YJrYw8PYyWFS0Sqtg/2smu2H5A68hQsolWB6aJZGfzceFnG/IPKhTZrJ4lDBxSJOgVZGyZEkSqmmI0sqzjLvUOCgi4wuYYhBlpA2ZnF8YckZSteCpYQ/zZRu4Nk8RBNT5EjQ7E+gwnIn7RMGgCY+PiZFQkapxqEaBPEeMzSgIPAfTBw88kaS6UgbWmua/AnGdAsYJpNWG55WuMHnNDLLBjVNniR6+QYJmMdGiDAjoYcr7G3vgATxpgnK84RN8vnPi649ckR0gWVJI8IQkIrFxB4eOQLxODoWo+yJXFRKLvFif01mj7CcnEpKL02zTMKfpapNqkoY32XtIMxpLYzeIFefQ3S9lORaWLhM0ciI0c5qvw+FV9PRMV0g5hZp1T4RyoF9hA4GMAMwuoRDnAIb2Ynnm0FvObGXMUqs0Ac44q7hqNHJ4tIRXnf4Y1SJiMxWwkDVZoRWNtMLwAHWEqdIWk1gaW9eImd/ZBOGoTEqJRrNaRbFp1GbN4vufPBBYR/99KfSC2UueBKPw9KlbP7lL6lExhhwllCtWFTKipKOs3CO/c7rBCgoGQnKToXlxd0s0sfo1500MFs7jw1MU9E2Z/MIYbDkY1AN7n01BxhmAcoXVnSbHqZUiaOVjetaFIwkbjRJszlIzJuhQDwo0ZbkjWhrFUiwDhjsOiiXhig+syrNAWMtK7x9WLgcYI0AINrHxiWiKmRUlqg/gAZKVhJDaRxdwNaynzZVDDRLivtxlQBUhvZYOLuX6a99j3T+mEzUXR6Az2EvtdZW+crn4ctfJm+nOTrVwKxr42kD7WvWsJMUs1QxmaCZnEoyo1MB6CEgIIEfXg7si4Ffa0Mh4FOCKGU8zBqAliPOMAtpVWOYegYfaDOyZMwZPEuaQToOcGyKSLVKMnhm8r4uGcYDnS5+iIlLiRga6cPWxgiH9UoWM8jn9NtpY4yqirCEQZT2MLWLXXaJVcs4Wnw4XdW4hWrgv4gu8rBAwXisA08bWNUiqcoMTVYVSynp5Kw1/i9+WRs6UtBxhpMr6TdW8PjUCl7wxOdp0JMcUcsxtEIrqJDAosIGdtOuj7GLjQIseyVWTTzCmfpupkgzSdM8mU0xBZjE/CIGVdopYWo36L/nE6XECg5RCXRGgjx50hSstLDnjDguNstnd5DQs+SIE9UlKkEZe11mw26mZuDjmRD43gXiHFXLyTBKjCLjtOBpG1O7gedYIRL4rKBpYJp4uYjCI67rwHlSz7I034evLAH7Ih72+IDo0IYGKZ0MR8AuWiSvc75i6SZ+3fEKFo/tYDy2BAyFpzSJ6hSJAMTLkWJKNwGaopGgwZ9iikaO6cUk9CQJckFyLoyHyngYQSrfpBSU7oXgv6SGPRYyjImH6ZWJ6ym0SlJSEaZ0mvXsCogFFgUSKLQQFJiqMa5a/RGilKlioYAIJdb6e8gZaZFNisQpUiRGkjzCnRF9KD1Bxa+w3TzasGS/tMhsVVs4pks51YbhWES8ImosmGS+d68kse+7r65bm5vrIFX4deiQ9Fac02OuPFpiU+ERzs/fzZSu90WM+iXWTD3C2RN3M6UbiKgKnq7r0VXsryXqQ7BSmL1ywhxcFnE8sD0ieblIhhEWUCaCgeSHOltKxLTzu41u/iNc/+WgVGNjIxMnjDiZmJg45fS997znPVx33XW1f4dMqT/WZVgGsfddT+76qzArZWIYRCkFjqggpiaaSkCXVArJXWuLKGVmVJo9xgYW+kMs00cYYjEeJmlmiFMg4c9S8COUrBSNaiTIdiMB5PXXSzFsf3993EzYyTIWk8k7f0CtbYYsNlWyRga7UqGBacI+O06g6Ew000YGwx8PwiOLsGdGVUWIBSBAFRutzMBYSLZClFOBkhGnRJRlnVJD41bBsk2SOo3+LfjaoEi8loUzcQF/TtZNMiE+BskAvGlkinXGXqpmFKWrnOP9moqOMekspFHniHry+5NuitXuPgC8pg0Ucj7m8DC2ppbdnq1E2DvYiGFIpmuVPUPs3HOk4e7TPF/vse0c/+HjjKsG3GgCrcFzwVGznKZ3B5kPn1FaqQTOtMiPwqoR6GWF9eQC+PmBQZFXAVEkvEvrKbropYEZNJpmJtmkewUy0BLIhoqyTAQTLwiWhA1kB8GShUeOFGbAygr3rUSMJi/LjErzOeN6lILP+1fR4fczrlopECVllljAGNlIO24Vlhn9lKoR8H28wLnTCnQ8SSwWw7K0lJjl8+JgLlxYp90/2WvAuLSTUaxiCa9cwlMGrrZqjDwDn6MsI6taiEY1a6s7iXuzVLVFRUWJ6hLVALyoO55eAHCmsHCJ1Br0i8xKGU2cMlHKZY3rGuRJ4esUaWI0MEMJm0iwL2L0q9iB8VeIEW5gGj8wdBY+KEVcF8ibTSwqD/ERPoBWNtORVpoo4PkFqhoKfpyVHADgiLmapFGg2RsNgl0VfKZPhYj0UDI1Vj7Lb+1zOOd9Hzh1w1jfF70xPQ133y29OmIx9PFhyiUfHZT128H7hxlGA10L7n0koGvRYzgIjTxGiXrpgxGw8DQNc4BVUKSZYRlHiOuCAKbFIbzjSRxLgalB+dIgVhn4Xsjks2py7AeMhihVCsQxlSauhWFUxSKrWuhU/eTMNF+1r6dUhi/4V7HS7GdYtZL3pAwxXZVysiJRikVNJKowtInnWlSwg7IkhRvspq8MPBxiuki5rYPuV63GTkbrY3eMCjQ3wItfLBm9oSH8j3yKsekkBZ3AsA20YVGo2qwoSbDkYTJpZCjbSUpo8uXhUwRL0WA/3HlntEA8ALllw1wssrTQyhgeJiMsYLzcRCzWhGGAWcjRUB1nqT8QpE6EGSUl1WV8VFBCJTYsQT7YNwGpHaosZohh2umgnyglRlnAEj2I0hqtBchJ+GVsXQFgg9qNSphQLGJohfK8APQWwL9iJomnTBbZo0TOfZY02w71bMgA+sY3ZMpkpYK5YhmJhQtxf/lb1DHQyiBiuES0i/JdYro07z6WMIhG1Vg4TUwRzf+mBljHAlA+zRQJ8ji+ZJfj5NE6vHdp6rxcS7Bk4pIgR5EkFW1RIE5OpVjIMHGdF9itZv8cvFryRjT8OK2UcVjNfpLkqeBwjMU0WHkaK2NMmI1807iCt5i3sMzvZ9xsZdoVFlpTUAJZUlGOD1pUKjZJt4mVekRYHVoSC4WSiVYGWBaxlEHEKEriyvelUXBjo/STOvts+f/GRinfDWrMio/s4MD0UgoFKXnF16xiPJDNRgpGkpBzelQv4TS9G7DI2otYUBkgOkcmR4KBEk9270MsJma4KN+nisM+1uJj0KiniFMkTq4WyCxgtAb+O1QDnytMlPnEyYsuVD5aKyKUWVHpY0K1ECdHmmlyJGjwZyQbHxhdI+hhCbBcHUIrC6g3aC8GttOsFilbSeKpBG32OM65z5apYIYh5f+XX05tjvySJfVGT4WC9EM5cgTHslhhHsGzQfugXeEmaBRNTLGBnVR0BIWiuZwN7H6FZfTXMvQ+wmIOS2sUmkTwPENfwaFCB0drQyAUmikamY4toGIn8f1gKJvnsqLWy7M6x6cV4N8Knu9xFtFCdp6+mXZaWEk/U2Yrhyor6TAGOaLjaEOeqLIdSraG3AA5kuwzTsOJQKoyzrLyPlwMrACsDS1nNUjZJXSeO8cvYK+9icjKpTSffyZt61tYtspi+XLJERqG2LPxnzxC+ZEdTKkW7IjCMqBaVRytLGEDuwnZppbyxMZrO2DiO0zSSIxSTWargR5tV8dRGsbUAloYJ6nrrJCjqpNplcawLJoqE5SI4pgRHNPH0mWYLUmi05U0tY2mQoSw0EpKrxVRKhiBzxELqgEUmkamWUsfoGiiDwWUVQylQuBF/mN61fBfVKoGJRpEvpklQglXOTiqglYGebsJ32rEylfYmTyX3RteSWX/UdRhRSLu0144xIJyP6YuoHiCZTzB6tIsK/RuXCxiqkyFKK7h4PqaBfp4jTnWqsYlQa8hrqW3XpwccQrzWnKE91sJmHcxSrUEQuj3WriUcCgRwabKEZaR8xqwEBzdNDUVI4ry/FoibK7MurVklaYQ/DxktVSxGDCWMUuKNo5TJMaoWkjRkOoI35MKlEX2OMvKe0X3KUXEdMGxUUUwtF+bVBCJWehkEjvhoKpVGC6JYH7rW6JbnyJmMIDY+66n8M6raMn3Mx1pxSPKKK2sZCbQly3C/jJK+KaNp208ZbMkU2BkbDErvP0kdZ4qDgN00MFRUswGzy9GhFJQeWFh4jGtGsnqRlZwRJ6T0rQyRpseQ6OJkcfEDeIh2QtRkXVmZBizin4MewWCrSvEyOOrsM8l+CpIpWnx/ypEMJRmkZYesMdVOzmrGWybFaXdRN0cVW2gXZP92WZKZlLisDTE/IB9dvbZgvIcOCAs4IkJGVv561/X/YY9e2RYTVsbpckiVeXhVTRRXcDSFWIUiKkScUqgfaJeDosKSWawtB/YFbE5UUoYFAM2uV8DT0MfPKyGGqeFZgwS5GlYlKQhEwniW0gmNKp/TCqZ/gDyyB/D+i8HpS666CJuvvnmk75/1llnnfS9SCRCZN482j/+tfnKHr639yZiX7mBzd7jNTDHxSZLI3GjREnFsLwyMb+Iq2wcZAJdNraUpAXpQp6SGyVvNeL7Gsv3SDFLVOfRTjs2VZTjsOLsOYhqT4/0hXj3u2VES7lcnw+8cKH0CPgD1oqzMxy1Iqiyh2s7xHQBA59B2lmAQZLZgKq7EJsSSXJBtr5KjiQj1hJWePuJ+kVmSDEW6WBB+ShxnQMM8irFE+bp7F16IS8cvIXlQ/3EOlqhIejoPDaO68RQpVJN8blYGFjEkB4acxtPhiBVCNwkvBk8vwieK86qb9JcHRFcg5Ck4GIHjqe/fx+ulvxNSScCRpY0bm2ypnG1RXpqjKN2mtKF17FRG0yMCalkbM7r3K8jh7p4T3Edm/QOBvx4LVPqkqRAnHTg0I/TGtC4LVrI1rLnMVWmoq2a0yLXVMENsnMh9RiosU7CoDR8JiD9cqqmTclIMO0naa0O0sAsQ7SzkBEilGslZmGwpIDjLEJbDu1efd9KdoqD8W5ua7qO/VXp//SF+E28cfwGFs/2kXHH8bTDgWQ33269TkojV9xAZt927FEf26hiWCbKdKBzDp05n5eA89OffvqSU9+H730P3v52qFRQ0QiWK8UvlUiKXNEl4c/iYVAxoxgKUIrRyBKWFyRYGjUWsUQPEPOlBMXDImu20OpJsHSMRVLqwFGS5PAxKBgpDiRO567ZC7lC3UKn7mfcbw1KTUq0mWO4nkmWVhYwSikIXKxAesMlIJj8n5SeeaBl7xoroyg0UYoUvRgtMrKwhsWZuIQTA5fSj68ttAk5L1nrG5RkFrs0DVWLFn+MWTPNZ7zreNM9Bs973gkjwUEcpXRavs4+GxoamFEN9Cc6KJRK+Bri5FnNgRoT8qCxlrKK0uhnWaYPB8GET85ooNGfqDEoQgJnXVb92qsdGHkDLU6oUmgtoboba8Ba2CiA+7Fj8rNCCe2JQx3RpVqJmYdJjiSO4TLlp4kYLik9i+9DXqWIOpr+hMjjYb+H2Vm4dvwm3heRxtTNahxtOexSp/PT8oW8iVtY6vUz7bZSdmWnxJmLcMhYjZ9qrAevxTyxygx3bfo7zr6hW8pK3vteKZtauxY++EE488ya3EbvvZfFj+zgQLWNfEHhS/KVIbWE9Xp3zamLWh4xVcKr2AEj7dTB0jEW0cgUHiYzpLFwSSHj4mZJodD8hnPIqCyL9SD4mkpZEY2C70RxXVtyGaTmZFXD7il+Tb+Egb5GSgbDPU2QZ7EawtAeDhWaVRZtSMDhBQrI8auEJd1mpYCpbLAVRNMwOUkEF23A8vYyRkIRz4+h0umTEytKiYxed5007r71VmHx/Pmfk3rVazj2nNcwUUliRS1sXSVWnsKpDuJiCuCAR0ElagBZuMzgfgVA1YRlDWYQGIeAlh/cu57zd37AKgPFaGQpE+WEnBGliKQcUoW9UPUYtReS8GeJuuLke5jsZD0zNNDGGGk1S1a3EPa0SuoZKDv0mt3885LrOLioh4EDm7mqegNLZvtIqXFcw2GXdTo/q17Im/xbaJ7pZzbaiukY4IIRMA4GIqsoRRrxtKJahWQhGITS0yPPsK1NekhdfPHJutYw2HHR9UTvvorGaj8q0krFjEKxFIAFNh7SpLqko0SNEo3+NEfpYNRcRJs/xjQNNZnMqRQlHeMRnoWhoI0xGvQsWeTeq9g0MIPr2kyZLSLHOo2tK4zqNgw0aafAqspuwoExdfDfre0dQNhdzaYCOmyirolQplFNorQmHJ7gm/Upeb5W+F5YIgsVI0bFjOMpi6xups0fFuBEaVYufgqZXbkS/u7vZErc0aPys64uyfAPDUnJ5Cc+AYkEqlLBCkpSPL/OCVVI7xhbuZi+i62FSS28ZgFSQ5mcmwBQwf3bVGtBUugrTRgtVH2TFDkmSVPUSawg34MvQdevOZspM3OSTztOhiN0ooAFaowZ3TBP33iuZn9jNzdZ11GtwoenrqKTfiaMVgo6Sswvka6MU1RxfCtKKqUpFBRFLxKkg8wg2ZmmP7kBTyt8H+xKnrI7xSPOcziU3AxNa+AxA+rzlbBtwf46Ow2OjF3PNfoqOo1+pmmVErNKiSYC2VSLaFVjOIxTweFR41zu40IuQkrMZph/X2ViPBF7FoYBqdIYri/AvK9NBllK3kiS1Hma/DF8ZTKsF5GxNc6GdvFtauz7ur9qz9k3Rdh7LmSjunP2TcyNb1gUiZJWGk8ZzOg0nh2niEXFN9GmheWVWOkfQAP7WUVVSUJ4wi+zkgPYuoSvFbmSgU+eFn+MKZXmY4XrmMo9i1R1jyCjrR3E12XoaHdZnzzKGvMgS6uHSD16Hzy8B5RBzCgLiK/BUC7RIBFk4dGqR3GVDCiKBQmAZAA0+RhEAr87ZN/aVOeE9F7N+vhBonuATlwM1tPHYjXEgDYpuVEMt0TGH+M4C/g6V/Cn5r2niMMyDJidaB+W6n4WMlxr8j3idGJZFiu9fqYDIHWZOchYPA6GopCX6o2KioDWFI0kZqaJ+OQAlEuyO9GoCJ/rYp+2SgAS34cnnhDU7JWvhGc962Tdeoq1+coednATkx+7gbZsHw3+OEUcHjOfhUKaqXcwSBWHXclzeSR1IWdM3MtZfh+aClNWC1RFjzYas+R0Ckv5lIw4Y24jnWqAuK6DyLPRVpqK47iY7GUdTtQipadx/BKRak4SyIHPZwZ2kDkyqwKfIARCdQDS+oHdHLPamaCZtDlFR+UgQ7q9BviFesq3HdIVYYPlSJH3ouDBUb2UFewnRlF0ix0jofNBHNZM6XWXsvnwD6Qc7/bbJZFSKgkr6sABSQocOCDx8eystFEZmMD3pGWMPaeNSpI8y/RhPCzC8mJhKZZrBIV6q49QTn3msmbD9jIehvRWVg5ZcwFR9yiR3BhOS6Qe3/aP1X2ZP4A88sew/stBqRUngB+HDh3irLPOOiVT6n/rWpamoWAAAN+wSURBVPOmHl579xaWz/ZiTY6x0JlgUjUz4reyfvE0rxv+HCunHydBnogWZXjc6kSZFgvL/YzTSjW1krbSIEetDooVUdgRKrjaop1jRE7vxug+AVHt6ZFxVZ/9rEzNuPpq+Kd/kslwt9wijIffcxndXSTPXof5qx0MVhcEhgKKJBggwvog21T1DIZYXMt0VnE4rhbjY1MwU7jaJE+KpD/LuGrjmNHNrxddzA+mnssus4tljQaPu5v50sobiB3vE3THceD00xkut9L4038mRrFWVhUqQ8lQmeRJ1MAbgoy4pTzG7UWU/AiNTJDwC0yZGSpEMZSP9nxMwyfqF4npIqApeTbasimbcfrdJUS9WZYyQJoZMqXjzBppdjndfI7reOLjPay98+mfYaFk8Hnrem70rqJTi2NWMaMkzBK6ZON6osQsXIpGAssPnRTNAB0sZqhWEuph4BDUzOPg4DJLA5EgkAzvXZhXbbQxEjjrcCS6jlKYCS2BT5UkBRIUGWDpSf04nmA9BaOBNjWGwyxZo41eunkwczEHlz6XgwlpAhjizvfu6OHAhi20DfdSGspSjGeonhY0kT8TGu7YgtG7vT5vPpkU1K4k0/vQWv79VFkDrYWqe9998H/+j8iJ78t7zGkun6TMIWcRydKMhCRayq5iXokU0wwZHcwkFpEsjpHXDcR8cTyLVoqKEeMxnoVpQsYbI8ksWd3G3mg3P/Av5leR57I/1kW2YjC5YDNvyd/A0lwflh7HNx32x84hVhynvXgoAG/8wFAJm0LOh4Cr0WBynQ5kWsp3NaVII8lYFSZL5FSKiophGOAGFTVRVSQaOBVlI0HZiFImwoC/gJSeZgmDNDDDQv84szrNdqObL9nXcf9MDwfeI7h1Y6PEoSGTfMGCOV/Luqi0rqP8yA5yOoJt+FjaZ8ZvIE+cRqaYppEZJSVHsyRrGclZGhhgKQlma/1xJENapEwUT1nYuoKJTEnUGJjKQ2vNcWMxxWgTHeUDJL0p/MYmyDSLvAC0tuJlZ5hywTMs0u4Etq7iYZNVGXaYZ/LDFdewcyDNkliW9LIm9u6DJj1J82ppoh4ONVizBr70pR5eobawMdZLk84SWZThoVwXY1mDfdZm3l69gTVlaXwsYLjiICuY1mkSQWIUX9PkjvGE1c0uswv98COoj3xYWBCLF0vAOZcJHDBcY1ddxcbpfgoLW6kYURyvRO7wNMcqHRxXi2jxx4i743iGw+7UudyVu5Dn+feyjpODJQPNr9W53KivoRJL06yzjFSkiWzGmGTMz3Aw0cULEg/ykemr6Kj0M+61UsxHiakyST2Dh0mWDIvUCK62KAelE3bA8fUJp025NZbY3Gxp0UpRcQ0W+McpqCRFuwmtDIplha8VSbvMovIRaczd2QGJuJzX6Wkol1Gui/I8UpUsRFKiB6677tQT4sL1hjfI2f/nf4Ybb8R417uInn4amUd2cLTSie3EqdoGzdVhqpg4uOTMRvaq9SS0MFV9X2EZmmrbUtTw0VqSw1RSDqMAL5iOF55lX0mvEpSwWY+wgnY9RCNTrDIPkzMtXDuOZUFyYQNMp5mchJLnoMwUMzrJoF7Crepy7ohfSrkMZ9oyGS0XkYmVG/ROWlQW1ZghcV4X114vTutVV/XwxqktbIj1oiazlOIZ9kW7GBkzeKK6mevVDayryJRcV0vBxgFWkvMaSRgKE5ku1pgfo7e8iXP++V9QvsZ70UupXPQyKlNSeV4uy2ulIo/4mjt6aIzdxNXODSwv9ZFyJZB/zDqXn/sXcqF/L+v9PjKM4yqHXqObT3vX8YjawoWtvRiTWY6XmvCBjJ4kS4bdVhcbN8K6Si8zh2Vy3h5zIytLO2lBbMiZq6f5691Xs5aDJK0ilbKU41qGgYvFOK20Mhaw1XQQ4LqEpb7CoHQFqlHS00opYapOO21oz8epDjJstlOIt6FVCL0qdG6W07xdgGbA6KTqJDG0h18tk1MJlqpBUkYe5+lk9sILxR+7+24ZX37LLVIyuWyZNJb+2tfqIywBfB9jZoZKbx+eL8HgoNEhCQA1RdSTvjE2HlppqtpCBf3TwsnEoT9g4wf+gl0L8h2qzKg0eSIkOEwrWY5VYpQqUmbZ5o8xRZr38XEOtGxhk+6FsTGagobcY7TSSxexKGxWvSRKWSZ0E0pBqyV7O2TLlLjXvQ7e8cGbuLJyAxtVH03eOFUcep3TeazlQt4eu4WNnujBsorh7XaI+znKOBy3l8IcmW3xRhmyOvjaWV9n6lNf47AyOHRIzMPhw4JNl8tSJfn447D7aA9H7ZtEj+f7aEY+e6fVzY3qOn7pSaP4NivLmCfN4S3H4IE1b6XhSC+xQpa80wQKooVJxnUGvapL5gC09FIdybLY7WfL+A9Zq/voUIOUtENv5BxaGKc1349VdsVHaWiQ5MrIiPQe83wqKiIBfbBvRgCGe4HMephUVSSYXCnA6RFrFYapaMhMU21pR+06wjF/AZ6SEjrHhqqfwOMQICWFsYjCNSNM5WMcYBVr2IePSaM/SVVFeMLq5pbUdTzm93D5hXBRZIYl99zKkuYCjbd/GZVpBlYEX+A//iyOXdDLZDmBE1E4fhFTe0S9PE6lhItUUEypJqrKIa4KRDz5vhMk5sL+SMKo8XCCpLMfBPMuFqWg7NYMCskVGq0ssvZChmMraSkfx/DGKfsOO4xuPuNdxwOqh1vtt7LW76VZj5Fhglm7mUmzlceqXSxbAaebvaw4ej9/VvkBS4xjpI0Z3CCJGgKpH5+9ioXlfqYcSThGdYnGagCk2lHS6zvg0ZEaW7823TGVqo+CDdmQra0ygft3WJuv7MH/6y3sv7OXyf4sX/lehv8Y7yKfhzUlmXY4oTJUV4nuP/3Ct/Kx1/TyyXdlmXUy3D8uk7jbTJnEvbJ1mksnPkf7TB+zSvwHrSFvplBAv72K1uqQ9IdzkhRVGoBocZLl5b4giVrGD3w6FGgtRdFSvhsOoorgUA6SsZLQmtYN2KkI7dUJfN8m5c4y6Tdh2iZlXyoQvIoMvbIMn4VWllEM8l6UkmczQ4o4JjlStJQH8UyH/cFe5Qe28K32QZJHdxP/wpcw/+59AhCuXy9f4brnHkqXvIn+6SYsXSZhFTB9FxX08gxZ/EUlVTtRSkR1qcbaVAiAF6asQmaUsJ7N4D2sOZPKPUBRVlFieoYDmbNZf14G9s6Jb5+Jj/O/ZP2XNzoHAaJuvvlmzj77bB599FHe8573PCNQ6o99+l64wikqv/qV6Kl0uu7QrVwJE+M+FzT1ctrI/Tx77Ae0eceImlV8y2GvOo3vtl/HNdfAyhuvYvZIllGviU6OBKVVCeKdbSS//ZVTC/BNN0nG7XWvgze/WVDiK66QIP4rX5k/Kvd3Xdu2kXv9WygPjOBQokicIdppZQLXinCcRTS7Y0HwEjCSTJuqb+EaDged0/juomugIU3leJbjlQzb/S5WrjY4eLBur888c870u2xWamy7uvBvu51b3rGH105+JSjRU0EmX4L4IlEOspolxiBxP0eJCDEqFIwk+yMbicc1q9lHtDzLzJLT6B9PMDMjbTZMExYkZumY3oWvNXvMTeRVEsuUaVtooa4uYJQbo+/lMetZ7DJlypTr1oeYZTJid1paTn4dGYErr4QLjG1sHRNWhqUruMqh31zO/aVz2ew+zlq1V/qeKJsRv4UOBjDwyaski/VgwIypj1+OU6SiIhw01rDIHyCpcxSJEKVCjiS72cAGtZNmppi1GumzNknjYwWO7dMyc5gxo5Vxu53O8n6coOnuIEv4tnU53/Aulcbwz+tlrC/LntEMvXSxeKlRw5PCAU4gWNP0tLTJGBqS5FAqdYohT9uC+avDw2Kwk0kpaXiyiVAg5Q733Sdfx47Vv59KScB/551SHtHeLu81OEhxcJwRr4VBvZg2pJzMMx0O2HLWLv36Fu76cC+je7KMVpsoV2D9QnE87xsTUOzSM3q59KVZbvtRhu8f6GJ0XCbeXXCBiOjgICzrkBHGaVdGIh9MdNG64x4+Nvv2YBiA0Mnr/dDcIOgR5kmBOFpJL6woZfJGEuf0jaRKY3h9+zhsrWHKbqUajP1WQHNkllWlXaA1e51NVCNJtIZCXhzcJLMssrJ8c+F72O48iydUF7N5g0JB8L6nGayD1tCwYxsfnb6SJj3JhNVKngQRNx8AXtNM08iACurvdZH17MLG5VB0A+PVNOv8nSS1nMcIZcIec64ZIaZK4HrkiUu5lCqTU0l2q41EY9BYGqbTP4y9oBnV3i7ZLs+ToQ4tLbw/+Xl+eyhNix7DnJ7Aa2zm8GwrO40uGpsNliwRwt30tLC4DSPQwRN1EVu4EF79ahGnXE700OLF8v1Dh6RVyfioz4KRXhY5WVY5/bzm+OdpYJpRWjHisdpUqLyd5tNLvsCSyBjvb/oStqXF4fjQh0S5PYlerTXcrFTAcRhvO413HruOfxncwulmL6d3ZJk0M/wqJyPgW5p9Kr8Rh3RKNWHbkHIFdBps7qKh0SCsom9uloos25YkfUeH6LwXN2zj1YM30D7Th+VXqOKwx19NE5MsYZAUORK18kAVlKXlg/yoDOsIm/mCMIVs5bLP3oBhwFq/jyk/xUFzDbajKJfA88FSPqd7j+I4CvPcs+u9dY4ckabEtg0bNwrDrLVVBPWZZA+1hi9+UeyfUnDxxeRuupX8sWlG/FbyboR13k6SzFImwlB8LWOVNL6v2aB3ktZT+A2N2N0bmXl4J04lR5kIUVWhqGVioTZMLL+ChUdRxXF10PzYEPbjbr2BhM6x2jiAqT2hIZ5+uui4Y8egrY0d7/g2H/9SGmtabOBvKl2Uq0HfL1tA0nRa9uiJJ4RI09wMn/kMvOpV9UcRis2vfy2PLZWS/tkHD8r/j43UJ3UuKPXzdkRmx2jDtcTZbvFl+Mf16jPk4guJNjjoVaukRuUUK5jVgWWBZfhs8EQG89EMpTVdZCcNDu736TZkclExAMryRWlXEG61adbBLt+Xx3TWWfLzqSkBE0olOeogpiEahZcYP+bTpatoiRfFZpSklPwIy0i5E6T9KapYNU6mEYD/HmYwHbQgAYOKBWWcHpZyORJbT6I4TswsUybKUaMT21G1gW2FnM+Z+lEsU7EvfTaFosJ3PQyvStxxWZUeI3ba8mcms4WC+GZDQ2JA/v7v5cZDx3HHDml+Hj4sran8difGzBSTNLLH3IQCUmqWtd5uTO2hknGMapliRdpsownKlooypREj8Jks8nN6eVq4HIqcRkN5jAmzhcnYYpYU92PrCq7hcDh6Gp/V13FPqYcNGwQr271b9sV1ZY+am8XW53J1HVMqBUA9cM45gscXCkLkn5rwWe/K1ONpK8PCFwjQ2sN8PViarVIdn6JAnGG7Az8Ww3ZLpMujFHSc0orT2PyBi2Hr1pMese/D8eMCUP37v8PNN4uMVUp1ma2kMuRXdjE9a7B3r/xdKKNpicNZu1Zsx/79cr/h/RmGtAHKZOpj4h9+GMpFn7MjvSy0sxyeyTC2qIuu2Qf5ZPYKlhlHUR1LxbBMTMDevWjTpFpFeqwpE1+D0poEOQw8CkSJUUFZFjk/hucLWyNHkoORDWxu6id2bjdccw25N11N/tg0A+VWijpKyiqywDtG0Q97gPpkTZlKbPsl2hhjmhRfUm/HW7ocvynD0cYucgWjPhdpkycDEPbtg+c+9+TEtu8zfsHLKT+yY96ZiVRnWVHcjdKSnNqtNoKCBjXLGm83BKWSIJMqq379vIZyWg5KFj2sOf20yuSJU1UOWBY7rLP45Fl3sKKws+Z3PVzoYs9eA8cRneG60tJNa9k325Y9/tjHJNZ4wxtg5LhPT7qX9QuyjGmxsw2NBldcAY/dWJ/GqaoVyr7DAec0tmcESE1OD1FruOW68kGWJY5Ga6so5wMH5EB87nPwV391ar3wDFfoNu/bJx8T6qhUSj7uppukO8DLXy62oVCQ8xmNyqW0t0MxLzGoNZ3l4EQTlQp0NkxCS4aHjy/jK1Ov4TS9h0FnRW1PrdIsq8q7JY1qyUEp6iier/B9Xevl6WIzq9IMqiWs0vsxtICIeVK4Hctpyx1GlUuQSJCbrJBXSYb8ReQ9SdAv4jgTXpofN1/Cs3mYjkIfhlchX3HYo07j81zDNGnaI7Lf8+KwFUVSQ30ARE9bTqK9kXhc9Fb41Tm5nT+5+bVMeA24kYSUvlaQ5JS/W5IVaPaoDeRUkpSaZZ23O2A1SisMGSIjPaLMgP0nIJ2AT4aWXrZVLCLBcKpJMpSjwdTQt26pTf0L49s/dobU/+hG5ytWrOCTn/wkAK985Sv/Oy7hv3WFLZ62bq0H51rXK0/a2gwu/0I30M3Vb3879h4JdnRzBqNbDPTmHui9+8Us7f8anckJkq6PKpeJ6TK5SkYU3qnW6Ki8trXJ64oVMo3g7rvFMn/2sydPJ3mma+1akjGPhDGN6ytcHNpUlrhZ5hdrt3JLx0fwfttLi8oyY2cYatpIy/BO1IRkfVsvnJvlFT0dKtSQ5NLeHjAYLeOksi3j8ks5bTVc84rzuWL8EyzX0ozWN20S3ixlI0Z7h4NjLMY8up+Um8e3HOyOxWyM5YVS39AKDStpGBxk44Y4R44oxsfFsWprSeBtVyhlUDISoCUg0FrYSm2MsZ0zuLP5r4gnDRY7YmeyWUl+XHzxU+sV34fTToN7dvSwf8OW+QDGbCtHJtI4jXHOtHtJlrMsOzPD7b/dyHMGvsPW8i0sYYiimUR5s4BmlgZB45VB1YpjRWyy3mKS5f2kfOkfMWwspskpYGgbQ9k0pG02tuSFkeGXiI8f5Ug+xT/Yf88THS9m2cwTRAtZBvIZfut1obRB20K49FJYvaabP1spGGd1QPwq3z8Z5L/pJvEtd+wQO32q3wEkenrxi2XM+EMPyWFpaJBfXr9eft7TI2jef/wH3HuvoAThikTg/PMlw3zOOcIKfOghQRTyeUGKHIfYptUMDC3jr3M3kHKnaPKzlJMZGp8TOMM9YFjd82Qyl5K3KJblkl7+4W4298AN18DKL0uC+/TTpZ3Ngw+KPB85apBv7SbaEFScHoXJhrMppFYRyQ7gFyVA8g2LsnYY1y0sZBSZOhQjQoWKlt4GnjIZtpbSXtWQy2G2Zljo5pmttGDHFZYJtgNVN4Fli8waiQReUejlQcU+i4xRDqXP4v+s/Cu0MmjXguudey7867+KwzIyImpjeFj+f+7X0aPw68J5lNWnebvxRdb4+0gziWva7NXredg/i27Vy2r7CHbAjNitzmShO0jaHceP1WUyGcjkoGqn0z5GxMujLBvXiRIpSK8fV1kcM5aiNVRKmrjOU2hfReOZqyTlHTLhzj4btX49f6bz/Dh3AQ8fBdeCtjiM5qBSho4G+PjHRVQ+9SnBMcM2e3PlUWsZ2pROS2DluvClL0krvr/8S9EB7UsM9OJuRhWMAsdVO6849kVWsZ9YOYtrOAy1dRN799Vc+O3fcNqBH1GMgP3aF8G11z41+tfTI17kHCelpauLrb8w+NGr4LeFboaK4lRuPl2ue/9+g2uu6UZrUfFnngv33y/25bSV4nw1N9eTtqHzapoiz/k8/DrSw+5NW1iRE4bDOBl+nV3J4uHH+DxXE1dltD65L2LYU6psxHD8UjDMAxyqMg0ulWCV3Y+zqpv48RlWHOtnpNJKyYsS0yWWOGPotnbMGCKMra1yc7Ozsr9tbfDhD//uWUOlBPWvVGqRaPLZZ5GYmSG9vY/psQqlaoqY4VPxIpJs8D1iuoS2bRQ2TtyGYgFj6WL0wf0kyFPV0o9jKUdJ+bNUcDATMWKVEjk3KjGIX6VgJimbCTr9AWkUYQdlHMPDkg3dsAF8n82N/Vx5y1ZuuAEevx8qQVJEqbochrcD4jecccZ8QGqu2Hzwg/DDH8Kf/ZkQcd78ZvFzm5sNjh3rZtckTFfgoL+Sa/gsp9FHxBunGrCYvsTb2Ob3sNY4RmT5knmAlG2LmnUc+bJtudZUCgzD4KjRzbAjAbptylYeO2YwvbCbSkywxeOPwpIOUe+he9LcLLkHw5Att6y6KKRSIqPFojwD2xZQqjl3lIub76blk38nB/jHP4Z/+zeOj8cgm8OORDDyEPHLQWNkXeuxqANWkBdN4ZZdnKCfpUWVshEjUcpScBopv+UKFv77LTWZLSL95RZZY+T8RhJRj40N/RQWtVIZmcTJTxFPKpQThfPOg+c//+nlNB6H979fZPUXv4Cf/ETs4Im9QcNzUSrhxG2qBRvPs4n5wUQwpVAGWEpjrOyEwUFiMznybjQoI5EA0VYeaI+CkcLUbtA7UfoclswYy6LDDFTSfDn2Dg6c+RpW5J4gVRGWxaFkF8dHDKzD9f0KZdPz5LWtTb5mZmTfBgdln5NJkZ0vfEHk98MflsTd295msGpVN9dcIzL1vX8N1eN8PRjNZLj74lvIDOxgkTeCXcjiKpuh6EpiixrZ/CcZUdCnWIYhbsDixXIdd90l1xaPG5RK3Qxr2QYTucYFC0RnOkGf4b/7Oyk0CLdh5UqxhTnpL41liYvy/vfLOTQM8ZGmpgx6Y90cjsPILNhZ2JfYwMw5F6L6vif6PUS3WlpQhQIYGrtYoawF/EeBr4WFEaGKjsZlkqMXlFkpiymzhUXVfvJWmth118HBgyRf82ISu3ZRuacPozpGk51jNpbm3bl/oClZ4c/L32NVtY9mPU5ZOeygm6/aV/ILfQFrm6xat495JHXDlN5yf/3XYmBe8AKR8zkPuuXj15O77Kp5Z8bSIpsOmnFrCcoNZCaSpFKKk/KmyKk0GIqYl6N6Ql9Ex3CJ+ZL4NpQOJq+FfRGbWahHYcESvhu5jsMDFrk5ftfEVL10s7VV9mx2VtRwKiW6p1oVjK27W0Toa18z2E43B/IiA6Gd7emBbZt7+OxntqB3CJA66mWwzujiE580SP7suMRVocE9dkwORliyNzAgSFAiIcrQtp9ePzzNCju1vOIVdXkEAVA/9KG62bz+emlhNzEh9xTGoKOjsHhxGIOKnPf1wZ4qtLrQdWaeBYeTNA2VcDjCSKWNIlGUJwbJUGAu64Djx0m4JVzboVgSFnQ4y2822oLnRxnTi2irDKHw8UyH9OyQmJdMBlatInnuuSR27UL9so9KfpxIyiFz/lnctOf1/PPEn/LT9e9iZV7YtTsGM+yNdFEsG9g2TLQE7ZM9ec3lgGhMNn1sjNLBIUp2iqxhzn185Ga6aHWDNirlehuVkpmkrOIkXWmj4sWSxBXY0STFyThpf4pZo5GjLGWlvz8ApsL+snFpl6E0TuciZssOsZEjxHzpBZgjxSF7DZlPv5/NVwYb9HRtSf6Xrv8x0/f+X1s9PaIQPv95UYAhiL56tbQUCBXHW/7G4Gtf62bJefCmN9UB0wfefDuJBx5i16Wf5vy3dQvC3tvL1PECkZF+Zrp7aNjxgHiDc9cDD4j2DUEpkAv5j/+A7dsFOn8m9cy33SYXEmahymWhE4yOUoo1MuUm+HnzX3Jfy2u44uztnPvQt9hz+Dss/uRWtm6Vkt5vfhOWnt3No49K9ve73607NTfdJGSuiQkJfkM9Hhr5p3qu3PlSPn31Jrzf9pJklrxqYuPqHNcu+CdaxiTLVmhsoTBdxYrZNOoZcOdQJAGuugrV309Mt2Jb0ozbOjbGiNGOZcNy3c+YaqXgRzEqRdoYZVal+aJ9HZlWozaYLJ8Xe7N8+dMD3XN9zpMAjAqkFwtYsHdvNwDPezmsq8A91TeyP38mKycfJa1nmLAyjBoL8Hwps1kYm+ZdzufoDJhX01YLulqlom2azBl85TDQfi7N116IuvdeEn19JCoBbTSdZia1kX3lLZQqJtml3UQicGQPmDMiRv/4j5LQDddf/IXgQ694BbzwhSeD/GGwdPfd8J73iDN4552neD6GISDSX/6lpMddVwTj4EFBe2Znpfnrrl31v7EsAaCe9zz5kGi0/jPfFwDgkktOykIYf/MdXn///Xw/dSnHXXjOc+DGG+vXFBr6179eGLUjI/JRySQ8+9l1mTQMsXlNTXKWDaP+t2GSdz4jt5nNB14J73iYvJFmlAW0VYcwqiXKKsYTiWdhGbCg1E+0Okx0TjmvpyziY/3Q1ghXXEHylltYNdTP/qlWKkE/jmWJMay2dgApfVgkJWDu4AiVyTzTqolvt16H6xsiZ3NK18PgMpWSgSSnWj/9KbzlkhJjyTN5b8NdrMgJkEomw9FcE+7hAb6q38rfNPwLw+1nYbS1cCDbiL1zO1dFbqbTO1yTSdwqZd8m6viYrS0otwq2jeW6+MUyWpscN5Yy4yeJ6TyLnTEa0hbJFhv+/M8lw/zwwzJSfeVK+Na36LlsLTe9UJK5Bw9K4Ou6sm+f+lR937q6JGB3XRGt00+v7/23vlXPnoaDHkO/O5GQbPuGDfOx/ENLLuDKsU1cGH+Av3lPhuSyFs55wXKMj36YhvHHmUTxxPl/zZZ3vOqZJQGMk0H4zZvFj83nhWnQ0iL38Z3vSF/vri657uc+F37wA/mYlhbZ43i8XjmQzYpDWizK95cvl+ewYwfEOw0OproJhp6Rtl0eHDmf96hP8t70l1id30GqmsXWVVxlk9WNRCkRaYpjpxuxhgdo8IpShmJaxBa1sJF+6afz8Y+TBBI33EB6ex9TY+OUPAf77G7iHw/0cHhoRkfrbMkbb/z9aexKiXBXKmKE/v3fUVddRfX6D/KpqyQBcOOzv0fTP32duBplqjBFyXPgnHMxX32hKLa+PlJ+hfF4C25R7julpR+HY/lYDXGstkYYGCDhFaXZrW0RW9zCmvF+vKpDcckqkkuaBUlat66eDf3Od8D3azryVa8SuX3JS+BHPxI1aNui1orFOmBz5ZWnti+GIXve1CQ2trVVguySJKLp6JCf7d4Nj7GFN5TO5DT2sHHpDOVkhgP5RRTHcrTrLJ/+rMkZF9s1ECo8E3PX9u0yaHZuhdncFWLGoV5pbpatiEbl90N1HfL3lZJ72LRJHlFfn5y3fF7k33Xl5x//OKS+/x888OBZzBhb2dqN6ID778cdc7mv7fU8/8wJMse34T38KEk3Lz1SgsL0dnUcy/Qxli2iUnVwDx8l5ufQQT/LodZuYu+9TgKGV2yuyawuj6MiDoVl3fz48HrOn/kJyWaDRG6aRH5IbqJthdz078JCX7dOsjs33yzGY9Mm2awnMybnnkvfgguZ+td7ayXiRtQh0nUm6vhxUXytrZilEvFAJrVloVtacLLSF9FfvIiydjAGjhLTOVAGJStFqjXNt/Vfc4/5YjoxRR9Q36dSSVoLZjKwc6e4gnN1Zakk/w6LIULwu1oVf6a7W/y7Rx+Vn593ngTQzc3y/rlc/W9P1IP5zeezZGoXQ+teRvKVLyQxNcg5D9yG4czAuz/99FRf5g2nprNTkg1z729sTOxfCLItWyb+ztxtqFTEF+ruFozBskRNnXaavE9Pj9igT3xCfjd0Zzo74aaX/ZrN9z0uB7W5GT7wAfHbv/c9+MIXcBwLzzdQlRJVbWJpmexbDPoiEktTzruknVk8DwpGiqil6TO6+YZ/HS863MNW4zA89BDqjW/kCxOn8dLdn+Sc9qMcL6+k9+jZNGTi7F3yWlqP99JmZhnXGX4y2EXFNVCGPPZ8fr5/UNM3q1eL7//d78pNb94shiRcPT0kb73ppDMTWSqy2TEzRWHCpmpESZol4mkbd9KmjEPebGShX5oHOg2ziIwxha9MCpZMa8OdRfuQUwlM7ZO122i/9StcHulh8oSjcs45dfZ62B6zXJY9i0blPud2hli6VOzsli3iVp5IXBFdbdDb281nPgPH+uDd74Kew7eL//qZz8gbZrOixL/+dTkUGzeKgPzsZyIMnvefxoY57zwBRXM50cUzM6Ijzz133rZwzTVCbqtWqVWFrF4938S++c2SZH32syVU7NoUx3hDBJKLSSSTpAfG0GVJYuzLn8kifZwFrgtLl6LGxjBzeeJaSkz77PVUYw00VcdY6A/hegbb1HP4vvkqWheafHjBlyAfUCrf+EbYuhXl+3z/rb3sfzjLn70+w/Ov7+KFDxr85Co4chTyrd24adhzDPzyfDZxuMIWtLfcAhtXZshvfT+FkVlyF76SwsWvI5+X3ykU4OGHDW4+cD2fKl3FMq+frJI2KimrhFuWRvGutonpPJ4dJW2X5HvKxjdtLNtmSK9kUeUoMU/6y86YTYzEOonHYF1kjFjuGNoskbMbObLoXH5cvogXV+5iU8Nh4Pf0bf6XrP8flPpvXKtXi17atEmyLEND8JGPzPe3tRbjvn79CTGJ75N/1WWc/7UAFLroIjh6lMaXvITpr32X+NSQoAM//GEdgLr9dvEawpqxcLW1CYLw3e+KE/Q0Ux8A+fmtt8r/v+EN8A//AMPDzJppqvkisZY4b/zXl6IOdPOWT3Rz8bTBS1/ssyW43BDL+sIXxCA0Np4MXJx3njigV10Fd9whCnbjxqd/rj09sOU3y/h54mqqFWhvqnD6np9gqFfWwIh9Axmuv3Ujz2vbyfv++hQUycDjcB7qo608TqTsUF7fzfsOXEciQa28rsUYJ68sduhuvmy+nYfMHjbY9b17utZHp7r2JwcwZPtCKnkiEYJYiiNqI/mpKlE/T8FPsNvsxogYLFoEI2V4Y+F0zmv6Da3NmjGd4UeHpBfJS5+d5dB0hs6XdrH5SkM8pxCwiUTg7/+ezf4EN721yg3/WHfAQIzd2942H5ACsa2plJRbPBnYbxjiHDQ1Ma9sY94KheTWW+sIyTe+IQBqMim1KyB/3N0tHsMFF9S94RPXpZfW//+EC9tz9lbu2QcNSvatpeXkI9DTI2BVXx+85S1i9L785ZM/blZa+Mz7/inILnVx67kMfv5z7Lt+RoQ8I/FOfp28kO87r+O3XhednbAy30v31P2cOfQDWirHSHgzmBEH55xuuD5I2W3ejP7gDaTul34tSjkkz++uAa3qhhvqgKOeZDzdzHeWfpxfVnuoDP5+peuLFkG8NYnVkCSdgKmWbqbCHzZBqWhiHy+yIfcIs94alhSP8TL9G65a+EHeaLyM85K9tCqhxP9sYCNrKjt522uzXHJ1Rg77zp2QzfKFq/o5d/SHnB7ro2FykEIAIic/fZ0oiW98QxDslhZ58N/6Flx2GWzdSg+CQ95xh6jJe+8V8TnnnPp9hPR2kKz9XHk0DDlz+bzgXvG4fO/22+XvYrETiAuDY4zNRElHirxx+YOcecXfC4Lw9ivhN7+h0bW4YfnNLGx9Nlt+T1IqiJwpJdd00UXyvdtvl+Ny2WUip7/6lexpqQRf/arYnEpl/vWWy/JzxxEHPBYTR/QUhAzGJy3idpHf6rP5QOvNrFwxSmVISiPJNLN7tJW2yDR3POtzxA73QVND7UAYqRRWRMNp3fOETG3ZQrS3l7s+luU3hzO89gNdXNQTHL7w0Dz2mJSXd3TAi170+z80kIf2rnfx20cqLJ/+Lo033cTwYYvHmz7AJf7tJJ/4FQ/8xaeZWNrNyO4sjxzI8Mp3d/FnL5qvH7/7zxm+v28jV5y7k/vvFLbvzZ+aJnLL5+ThNzTglmfxATOVIhbRHGrv5l/N1/I266skbUt00lz0Zk6pkWGIXWxqEsz1T/90vl0IGUJLl4rJfrJVkH7BxGLzA/B4kAROJiFulsiVLNA2h+3VJDpTMDtLbOgwo5VWupdlufDSTU/rFpzq/cMV2sO2tjog2tg4HyRrbpbvZ7Py6vvyHitWiFz39grhNZUS9vHb3ibPI5GAnlsu5XBwJgH5pfPOw9u9jWI0xcjV72DVeT7Wbbehb/kG7uEhylmFNiIYZ0kjdcbGSPmzTLa0saPQzcDpF7Phbc/lnFd01SeR9vTUZDZU5v6qLm672GDw2Fquj3wTZ8sW+OUv5dy3tEg0d4oysqdcr3mNJF0ee0wcwy9/WTb9SYzJ/rsMvtj3VlYXhUndsjbDe/65S6i6oeA0NOBVZqWLSSpFLB2DVZKEjI2NESnPMui0cSDSzeNLLubh6AV8tvUTvDC5l5/krJP0QQhSfPzjcknbtgmzIkzYKCUgzdy/C1tVtLbWwY2dO8W/S6UkTg/BgqkpUeun7O5x221EpqYEtHS30/Tqq+DKG6WT8MqV8vyfwQCfpyCg1e7vzW8W/QnUEo5PZtPf+EYBPKrV+Z+zfr2YtBUrxG7efbe43T3v+TNYMwLvfKc8sOZmedNf/Uoe5q5dmI8/jh7JoqpVtGFjtWbYq8/kXxZew1kXpllgZXnBa5p477vAH5/kz16f4RM/FhbbpgHgfYHsfeMbvGpPHNsrYXguXY1HWZdU7JhopdOA8SXdjAfXuzImJWCmKXsYiTyFf3DppcLqO35css1XXjn/56c4M3SJbGavvoHMTB8O47hVh5FV51J5w4WM/8u9tGWlr1GcWRTSy9P0NY/Z5/KT1ddQmKmQ9qYYTqzk6AC0lAbJMM7mpVNcOXSEHn2ILd+/9KQ9Ctnr4X77vvitk5MCFM4F3UJG5po1krh6Mhnq7hbdNzQU7L3v13yQ2rrwQjnDX/6y7O/srDgWjiNle7+rjniSVSjUgeG1a+XonyiPIPK4caNUoLS0CIb2V381f39dV95n06bQbVaCUB0/jnrBC4i+8IWQzZItZrjuM12c6z3IxzOBvkml8CJJ+nJL+Pe2y/le/FKmp6n7fRMGvzi2hqiu8LXGz2EU8iJo111XfxaGwb54N79tghedAZwi0RuCir4/n00MJ8dhhhEj/c43k37f++AXt8Bfng2b61nXzk74t3/r4UZ105w2KuO4nsOehnP5VeJCNh6XvohOeZxY1GFv67n8pHIhz1f31pL/E2Yb/XTzY+NiRtc/l/50F93d8LmWj8Gdd6K6ukh5Hu0vvJi7f3YFkakmNoUx9X+SHPwxrv8flPpvXG5AWe3slAM1MzPHoQpW2DPhxITP+bdcOv8by5fL68gI6d0Pw8teJunPiy8WYOqnP5XAraVFopi5TCkQNsqPfywB3t13C8XlqdZcwODBB2HfPiZzJsPlVha2FWlc3QorVrD12eKo/OCBrazvgS0nvEV/vzBtQqBj7goDxfPPl48I+0g8k2V853aWRMZZ6u4lVfYwrr9W4P8AjIj2gf8t2KG64VSGJvA47ryql74HBaG/8Nou8q80eGgH88rrBo96/GTq2RT9OKmIOP9PmlV6BuupAIyjR+u/F4vNUc7XDNA31Mi4bsLWVc7yH2F21bk0Nilenf4Zdz+Q5DH/TCr5NI4DzW1QaupmTzsM+nD2wvDBzclE/uhHNS3f86qFbHlF/ZruukswoVP5fKHxezomchiLzWVpnLRCOfvAB8SAb99e77a9bp0Y+T/5E3lIf8AK5S+ZlI85lTxCXSa3bBHbqZTs9dx1KlAKTkl2qa93vAN+cDcpd4pRtYxbVn2Sri44+It6NmhfezefLr+dBSO9rGrK8o5PZFhy6fyU3bUdW9gX72VZKkukPcNzLu5i64kB/vg4fOQjtCjFR7++nlfnf//S9acNQp0lnLZoB1tGfsH5e3/BTGoxS258Jzctb+aGG+Cxvu6wTRILl0DJ6cb6UyB8Tt3deB78eAH8pO1SfvSxXn5+S5b7n8jwp9d28aqewEPZvVsA9bEx+bsTncFgPzZvlhjPdec7aeH/W9bJAOnWrfL773xn/Z5D8Ofaa0X1zgORiw7dbOe6Zf9MT+Me+Ld/Ex28fz9ks0y/+l3s2vVsCof4g1ZIzZ8rZ3P94C9/Wb43NCRH5K67RP2/5z3zr7darYMbjY0SkD0ZOH766XDhiw5zy+0OR4bS5Nd3k43DWB6cIpRsqKwE/44eOBAoizCKm5w8tZAFB2NgDRwch/Jc5zk8NEePyo2uXv2HPbRwmSY7L34fu35b4SV8n8V33MgXnZ/Q3B7lgZ7L+MD+rVzWAyMGHByBXOGE6wEGfg7ahJaLujn0uNjqynnAi3pqivLGrzVx8CC8/ZJJNj03w0/u7iL+zW/iaiRtfSo60ZwV+gOmeWq78I53BJ/7JPoK6qBUCKaeKgBvTZWYyScARYs1jZetUhrMMlZoJW3Mct2rhzCMTU/7WJ9JgH/++XVy68qVp9YfKkgOVCp12Qwf/Vwd2tkp8hnaxZN8+ec/H/dr2zhj8j4aUm+WN7n8ctSll6Ie7eVzbxF23E13dwlDJni4P783w82/6uJ1rzdY+5onudE5FxJH2DQ/97dy8Tma9Xd+RNCUhobfD5AKH8J73iMU+QMHhGHx1ree8vMhaCWgDEbbu9k3BavTCEBzguB8/Z+a2LED3vQXk5z74kw9Y9bbixrP8uF3S1meVgbthQM4U2P0LJjhps/Y3HDTqZNlYRC7eXP9uIOALx/+8Hw9Ui7Lnr7qVfW/e+QReZ2bD21uroNSp8SWDIMNB35A1a9iKuRCQqXY1yeB8zNcT5cMXLWqDkrNBchOZdPDabUnnsnQ31+8WP7moYfke4AgWT//uZRqXnKJ9LsMFbnvQ28vv/7BGPf8ywSdZzRz6TtaufGjMmjjyr+uq8UnLCg3wTsugT/1hYRz+LDoCPMlL0HfdhunTT2Mh4kRXYHxtr/h+uUdpzyv09PyvldfLefsKf2DEEh45zulZ99FF53MDDzFw7r9cA+3NWzh2vf18tJnZ/nRQxk+d18Xl55hcMln3sr+O3sZOprlpu80YVqQ9iYZLEofuqkZg1Y1TnRmkGlvCXvdDEto4j2xzxEzm1C3/Qguu+yUe3Tifk9Oyl4sWXJyq9K5+vPpVsj0LJWYnwSduz79aTHKP/2pgM6JhJTH/CcCEeE1O079uk9lI0L238KFApo+8cQcmQxW6Bs5zpxvbtki5Q2PPAJ/+7dgGETHQSt4xOlB37kF9YTom8GZDFd/vou2hQZfeBvz/b4ULInt4EOV93DB4COwvFPoWyc8i6kpeZ0LNp1oD/v7pfJoLpv4RPZ/TXaf/WxJYP/iF8Jk+/KXaz8MfdpTtlEJhjYlVr2Vc+Py/QtenqHpgi5+eLXBd6beynkLBXAbLGb48UAX0bjB1X8O/b+AljZg8VI5VHfeCfk8asuz4Wfwk5atXPsGTgYB/h9b/z8o9d+4wsNvWXXQ6UQ0OwSl5kwgPvUKrfaRI+IV3HWXAFN9fXLKVq+WtMxdd4l2ObHRWColtUlf/apEW6ecBX/C2rpVPu9zn5MR7Ikl5F78GppGfiyacMECQHypkFVw4nr5y4X4cqIiPPHew0t5RqBUEDH+qP0tFI0kf1d5H8a3vy3P6O1vByQ4g3rpyimZOobBkcZuHm+CPzkNDOtJyuvUQZJWCcOJkkoZYauiP2hgwpMBGHOVckgz7zl8O1tSt9H7gWvJDuRpuPXzrHef4MfZN3Ow3M0rxm7lLZ+5jN7u82vBzM03i2gMD8t7BFs1f913n7w+73knXdMTT0h2s1g8+c/myvVTrUik3jMsbLZ4yrV1q/Q6m5mRm37ve+WaFi9+6g/4HdYzBaXmymQYT+bz86tZZ2bk++ERC2X/yXwUQCyrUhjaI+5O84Lh20m/aiuvfOV8R7lUMTjU0M2Fl8MZl89/i9tvh5/8zKBxSTcf+pJka2+9FQiuq7aBYUdvpTA6ltD9NMf8qdYzCUJffXUXM29robE6RnNhCCYm6PlLly3ft+YxHyIR8dPm6oLbb6/LmFYG1lndHHsQDh6RXjvyAy2eiFKi+yzrJKcm1D2GIWfzRFAq/MwnA1Ivv1ww2vvvl/0dHZ2Pe80HC9J0bT+M8cGfgBsT1H14WP7wgx8k/sq3wmskkK5Wf/82EiH4GbJOYL6MhcdjcFAIRgsXCgvsRGfu8GGpGgt1YKhrnxQczy9l8yMf4Ib+V9KXbWRqysZ15TNsW7YglngqBPbUK/zccEjRvHXwoLw+Wa/E32O94TKL7+i/56d/X+FFlW+wxN3PbHGdAFLB3t54o/zu3N4c4ZoLZFqW6IZqlXmK8uidcGAUZs8BuqHpUc3yqf+g2kBNrz7VOtH+n2gXIhHRnafKgocrPD81e3GqALyhkWelRuBIP2NeC4OHqji+Q7e9k+uu8en52DNnpz1dgP/EE3VQKhY7tf4I2XuWJYDU3CrsuaujQ177+5/kYp71LHIkSVfHyAzugK5u+b4huuTxAEBxfQTACR7uyC4JsJ7W75qzNm2C/Xt9xvZNio4NKbd/SLCZyUjQ9973CtXzrLPmUzznrLk2bGrqhHN0Aph6IAUzZ1MH/wG6u1HAUCvowM/aOPMQRjNw1ln0XOiw5U+euv/uic/LcU7WIw88IANxly2r/14ISs3tHNHcLC0iw4EMJ62tW/k/X4EX7/gYkQlDSoxHR8Xw/s3f/M7P/amSgWFQDPNBt1OtJ9Njc/2iU/7O3/6tGMBsVtCROUwRursZPSL254JVQDdE40C2fr7DXtogj+Atb5Fk7sGDcPeXD/KiB96L72k8ZXE8upy1jekak/ipzusz9l/POkt6pt1zjwAvN9/8lE5gjdV7ucFLt3YD8NILYbIzLMIw2Bp8f+KBul9ltcIX/i683hbG7QhWdpJ15gRX2V/kufp+SlPN8P6nBoPn7vddd0mbwRe/+OT7PVF/PtUK9dQpbdjc9a1viS0rFCSr9cY3Pv2b/w5rLpD2VHZ1rn0JQacTfd/w3/P8lE2bxGmbnhZlvmlTLTnm+zJJPBHom9le0aWn0gWZZk32JTdw9ujDeG2LMTOZ2p7N9anD8xcCwnN96rn2cPXq30GOr7pKQMG9e0UAXv5y4GnaqBwVn7anx2DnTvngs1bDy2rlvEYNcANIpISJFsabra3IRT/+uNxEYyPOZqnxdV1w/3LrM6k4/l+9/h+//f/eNddIhQf+RHDmGYNSixaJ9imXBYVfulQaiXR1yWmamRFk+K67hCV1KhTmL/5Cshyjo/UJfU+1tJZGfQHluHn5Apr/6nT46I8FAJrzGU9mG54MjDvx3udlIJ5qBZZOX3oZP79tK2iNt+4XWL/4uRjKdBre+MZa2Zjvi8J7Mkcj/Lzw809yuMd8nKLNuQ17uObWzaSXNvxfHZhwEigV3K9x+WV0b30pAAf6f4l5by8vH7qJ4Ugng2/5O9ou3TrP/zxR3k4kzjE6KpYDThk8hQb6VKDUM2VKKSXATshgDhX3Sev222WDMhnZMK3/UwEpqBvsMMD/XUCpSkUuKWTezmWwzC2netJ1++1w++0cX/Ncpo9McDy6nD8bvpXp30DPW7fOM+L33CNtk06MzW+/XfDkxkZ5NGFbLahfV+0MhhFcqDP+wPW0WeaHvs2ws5iqEWGROwif/CT89KcY3/se3d1penvlGtvb4QXDt9P5f3y45NLas3v1q+uf5TincLK2b5eMFwjy4rryQOYonXDfwuk68ORMqSdbV10lHxOCEHN12kkgcvdWeHCbdIsfGZGD++EPw5veRKsWOcvlZCuerF/X060nY+SFa8kSeR0aqstz6HjOvd4HHphvDuYCAKcEx1MpCVB//Xf0vuAdfHP4RTz0kJBrH3jgZMbcM11PCUodOCCv/4mgFMAllzv82/fXkR/6/9o77/A4qqv/f2dVVpIlW5ab3G0Zmw6OC83UYBsSUn5JDKSQQaLYhLyEAEmIQwghzS+k8Ka+AfMisZhqk4QQg7FNs40pxqZXY9nGTe6yZKtr9/fH0dXcHc3szuzOzM7sns/z6FlptVrNzty599zv/Z5zS1DS3YLSnR/jv8/6M05VrwOg9QeJRKmCAvoSdSFlxM9i/B7b+iEqOnZR8Xe5ILAJslPKCKO2rMdoUmU8AR8GXHs73n7wHezHIAwqaMJJv74Uoe/MS3qcehJN8Ddu1F4XDhv3H6Lum3DvmXVTY8fSo+wglonmF2J96bk4rf0/KF+3Avj85N7f9ejyvY4sGTOHeiJOOq4L/bb+BhPffBhQYnRwYhBIR5g6/XSaMP3jH1SU6L77DAMW8RlEf2A2Mda3ST3FxVrcc/yhtQgNRq/rKKHb1+A9RfuU/27HDhJXRJvdv19rE3IaqkjlNBWlACyvVJG/ezuu2PdboHE39f8pCFIC/ecTE+NLJbec0cRYJpkoZSoAvPEGnfzWVlrE0LUbeWEF6BuDiT4qFNL64LlzgWU/W4uhv/glOo5ug9LZge3FE9GW1w9KVBsnE5YXsMO115LCWF9PNbFMCs2Lz2NgaO79WV7ElmPJvuJGGbr++QIm3XczBrU1oCWvP54/5gc43kIbENd761YthNCTiihlFBfH8fDDNJbl5VFnk24foUM+5kTjatI2CROnVH4+KcgrV5LyeeKJCIe1KWhTU3x8LP993D224Q1sa1qHGBR0DxoaF7uJCjGxGGlfAN17iWJqW+140CC6Qe66i4pNnXlm70TIysLKu+/S25gt4rW2kglr4EDNwN9bNeell+jxjDNQXKIFSy0t5psw5wosSmUQOag1E2esuk56KzB+9BEtfY8eTd7dAQPojmhpoRV7IL6elExhIVnFFyyg1150UeI75LnntBnN6NF0sIsW0e8s5PIDiYNqI1Eq6QpEz0gXu0wF6gAoCqJjx2lFDtavBy6/HHl51FlMez+C9nuiwM3Vhm+nF6UAXefzTgMG/fEXOKlyD0JfeEJsa+Y4Ijg6+WTtueJiANEo1kyswSdRFeITvDPvryh7cSkGdO5DeedefHha31VufXuasLoO+CSkDYzPP0+jwUknUTvSRV+JRCnLbRaaKGU06QMQPwKJCvku5F3rA3o7ohRAem5ennZoAN0aq1YZB169iM9z1FE4srMC2PIaFMSwrLIG1S/XApGeBfye8//xxxTzieMQRKPkgnnvPWojYjJtFOD1zuDEjM4BTIOBRRG0/qsWdcNrsLxSxc+7b8U5G+6ik3PBBcBDD0FVqa9490cRfLa5Fi2n1cRd9tmzKb4V6ZJ9gqxbbqEg/vOfp37LoI3Ik3ujvjaZUwog/X3MGOoSDXSvvvz0p5SOMWAAKYVXXgmAPsOECZSytGmT+6LUzp1aPxYXWPagv0+T6pR1dUBXF0JKDJO3/AvHTP483nmHhOXZDREMKIsCvb2RdUzdsLGYtqtmqifLjEgEp2xchN8W34oZea9gevcrOHXFr4G/FwDXXNN7H4lzLWPH6Sx+P3bTczgC4OPBMzDRzP5j8Pdmk0OziYSMWfqJocBw7TWY/Ni51EiPPRZIQZBK+P6IH0vNAvqtW+n+EuKm2amSRSkjx/Phw8D6gTNx2v7/oOjVF4CO63tPmti5r6PDxmKgfoMXQVsbTlvwVRy34w0UxtrR8b1rUPj7Bc6NV/PmkfheX0/x2R139Pmwou1ZFaXMxufiYkpn6t+5H6NbP0IoT7EkoAJ9z5fR/xDPiXP82mv0ePTR8VqbFVGqtRV4aMx81MTuA5QorWw4GBfIE2MhYCabGIt7Un/+jVwpva+JRKhtqSqtOh06ROU2gN7PI4r/m4lS8nigKPQHF7UswcQ9/4uWrhi2NhRhzKBuPDniKqypUrH00vi2mUxwtARtn0ht9P77aSHcZAExkXNcfwnlcUu0H/l4PxzxBZQtvAYKYmguGIi3TrbXBsQ5NcrmsJO+l3BhReBBTCsfs1l7BNJwStXVaUH7Sy9R/6Qo6N8f+Mw7EaAuCsyvjvt7o9gDv/wlBrY34OWKz2Ns3YOY9Ip2LtSec3HvvTSFraykKggPPJA4prbVjr/4RUqbfe89yv371a96+9VEAtfHH2tvIcdL8v/eulXbhXTC6joUNYQwZAgZJbB2Lb1oxgzkPRjBRXujWDqkGq2tLEo57ONg7CCr1KKjTdkpBWhC0ObNWkf3+c/TLHXSJKoZpd95T8+sWTRjOnJEE5jMDv6nP6X3u/hiEjFqaijlq6HBtiiVLH3PslOquhpQ1bjBRRk0SBvRN27szVm7aH8EFzbU4vAR89vASJQCtM7n/NEfY3LZJoTGjk7NHmARERytXKk9V1wMRELVuHWjGjdpGbf6AewuGoMj+f0RU0KY+uuv9lF99MFi//KefxCJ0BMidU/8Y92sSAREYvCTseqUAjRhx+h9+gzeAD3W1MQfqwOk4pQSK5IAnV5xaO+/T4LD008nEaQAbbnwrLMwrP5llHfsQWXbFqwfOBNbzq2hgmzS+TfrJ6qrtfM9Y0b871RVFwBu2UKPDopSgHRPnE+PoUV0/dq/QYIUALz6hV/SvsR5ebTc9P/+H7BmDVREUKPUohY1+M7LatxlF9dGDP5xgd+dd1LB0OHDaVlKfGBdG9Gn7wH2nFJiznDjjZrQmLQJvvgi9bsjR2oqVg/C8COy0lLBqKaUzNCh1Ca6uiiFDzC+J/VjS1KtJBSirbJ27wY2bkRZ804AwPHrqT8tLEotrIirxVJXp52vHTu0SuyjRmkXI116+peHi2pQVzgPfxt7J1ryynCkLUSFpRcujHdK6f6v3ikFJBm/o1EMfe95AMD6AX3dp0YkG/9TdUqZ8sYbtMB0zDH05g72sQIjUQqI7z+OPTZ+ODUTSocPp3u2vZ3MvXqamoBN/U5Cc/FQhFpbqK+QMDt/puc9FOp74zc3A1/4AgrXvojSaDMeH/k9vHHJAvqdU+NVYSHws5/R7OzJJ8mBqaNqTQQX7KrrbbPpiFIAcNwhOlfKscckz1nrwSh9T4/+XhGilH7T52SiVHc3fcbZux+gNjthguY6cQhx+erqtOL7r7zSNyyRMaspJQvUcQKAHOf86lfUqAcMoAJ+BmOYuC/Edar4dx0QifSmt5WVgU7uH/4A5bafYXx4Jw4WVuLIvlZsmHIVlleqdA+6FEth1ixK5evoIKuJiL3TQG5HRmPY4LrfIhxtQRQhtOSV0c53NnBKlEo6T/EopjUSpcxqSgHWRKm4ezkUImFlzx4KLrZtAwBcsJtigJZ2LQbQx2+9/O1vwAsvoLGoErXjf0n9ge5cqCot+DY0ULiYTJCyjaJQYcb8fPo8q1fH/bpPTBvqey7M4iU5Vj90OIQLG2ox4aUIzc8bGuhNPvgAqK1FfiG9cVKHXQ7AolQGkVfnzYLaZFbrOESx83/+U+v4LruMnhs0iO6qhgYtFcIIRSHVW7yPKDqk58Ybydd41FFa4Q1VJTm7oUErGpEEceMm6zAti1I9yONg9DKVCjA2NwNbtuC9y+/Emrn349zNtVhWWYMPT9F6OP18R/w/04BepEI5PMHXI/pq+ZI8+aRBcBSJYMxztVg6/GpcPfUNHM4rR9nG9WT/l05yfj65Gi7YVYdwGCiaKw0Gd91F4t2ePeQsMxgFnHRKAX2LhQNI7O+uqXG0IKAYOO04pYC+x//tb9Pnj8XoHCUdPHtEVKgqts2+Cv26m1DR0YDjD62l//HJJ3HnwEyUam7Wsi2TLmp71GbF9Ytepp2EoiJQwv5vf0vC9bZtVPvurrtw6Cs1eCysoqMjPj1OH9TEBU+vvEJ9zje/ScG8QNdGZFHKaCKayCmVUhwp/9GKFX1e7KQoJdeUklEUMg4AmtHIEaeUqtIWPYcPAw0NGPnJi5jdEMFpH1B/aneVWv9/29oQP/kXJ2n8eHLCGYjkKRGNYvXEGtyxU0VlJfC3xUPQ/IVvoPNIJ44ciQGPP46yImokx66L9Pm/tp1Sb7+NoiP70ZpXivWh6bCCPmVHj2ivqTil+iAGv5tuotVvNyasMBelZPTxTqLXCSOGUQrfoUMAFAUfjZpJT6xYEfd7s/NnGnfpb/z9+8lRvn49MGgQXp35E0TG/7x3Y9i4v0l3vBo7lgpINzQAP/95fB5kJIJjXqlFTAml7ZQS1+eEppcoxfHMGcYvNMAsfc/oNZ2ddH+sW0c/60tlJROlWlsphrmwoRaKST/rBOLy7dpFi03LlyeeGJtN7o1qSnV0ID7OycsD5syhX+7bR7WGDMYwQIvBOrqoryx6jD7z4HAz8KMfkcWkoQGFn5+FT6pm45GSK3DbJjro3ntQVbFmYg3WrHIuloKi0PwgHCaR+5ln0n5LffpeHJEIBjy2EAcKK/H4qO/jqeFX4ZT37LUBcU71DnTA4ZpSHsW0btSUijvvqkrO7+Zm6o9eegmIRHBOPcUAW85S+/z96R/VxV+Tnk2L3h8xEyceWoOyx+u095bOxbhxmkPeoFxo+owbp5Wq+dOfTCYj8cjjkdnYJMcE/yxVsayyBoP/U0sLqeIPFy0Camrw6tH0oViU4vS9jOJooXNAE6X27iVhSVVpJAXoccoUmsCZzWIE06bRazdsoPoFP/lJ/O9bWij9prKSVu9ET9zcTLP0ykrLu6GJjk4/yY7F0hOl4pxSCmhwb2wEbr8dR31ah+0vjcayE27C8mIVI3pWwIws2WZOqV7EBF9UXHURVaVzctNNZFLo7gauuipekEJtLXZdUIPl6+jJf438Lubu+jkNGpdcQnUpQiFMfS+CqgYaQIYN6zlHao+19Pbb6VyVlVHxTYNRwImaUkASUcqOvztN5CKxgLnzwEiU2rtXO/6//13bxlxR7JUK2HOhiq2Pr8Os3Yvw/Y3fRTQ6EZg/N+4NxP/V3y+vvkr/V2w3nRAX0vcM6bl+Yena9t5H8+ZR4z32WFpp27gRr06bgliMzn1vehwiKN5K6WB6p1TBvl3UTisrga9/ve//N6kplSh9z2iiZqf2BQBzFQvotaZX9QjhmzYl2GghCcnS9wCasG/dqpnjjEQp/dhiyVGjqjThqKvDKUt+iIGYiKfH1GB5hYpTE28oZ0pc8CyfL+G6bWxMbFGwSSRUjXvep1p2w4fT8Bl+6Aas72rHxH/+Fo1vb8VRi3+D2bvGYtqh+4E74v+vbafU8ueQXwC8PeBsNLUW9O46mYhk47/ZRELOMhN9tBClDGvhWGizTvW5VkQpO0Lp2LHUxrduja9JBGj3yOajZgG7HqKOsqmpN0cipVqe4jz87//S5L+9nRbnHnsMLR+OB+5EvCgl/0263HUXrbSvWkUX8NlnKbe5thZvfaYGy/ep+FbPGBaN0ufSn0vTvq6n0RQXqyjobsOk5g0I5YHqSVnaraNvP2YUA8jpe++9R2NnWRkNBTLJRKloHQlSy0fU4DM17rZZselBczM1nURva6XQedx9qz+nn/scXYsdO2j1oqdCs1n63oenqJg2DRj0+1p8paURZ+5dB3S/TouK110H/OIXUBYC990CDNpGw6X420gEqO3Z2OFMm+ckIcOH0+e6+25yxJx2Wvy2hTaR21Fcm4pEgPvuQ6ykFAcKy/FaxYX4qP90TK4ExtloA+I+dyp9z3Se4lFMa7WmVMKU0h4Ma0oBdLwbNlCa5k03AZMm4Z1pV2B5o4qjD2kvE2NTXkFIuy8vu4xWDCor0bWvBBdur0UUNfHv3cOf/qTtGWGpbEIqXHYZZfts3047c33/+wlfbkeUEvf9syNV/PhrLcDPb6OTOmoUubRUFcUv0GsMM0ZyDHZKZRBHC50DmigVDmuVGYcOpT/u7KTJaGVl8gLmsltqxYr4FTmAgqABA0i8+tzntOc3b6bHk0/W/j4JcoAiu5vk723vvof4waV3lfn664GRIxEujGFEXgP+fvBSNDTQgpQck0ejmqCvF6X6ZI545TrpoaaGLvOoUXRO4jrnntnz3s9pTz425gfYpd5MP7z6KlXvu/9+TH2bBKnllWp8Nmd+Pk3+YjEKLEx6f0+cUh6iF6VScUqJtlFZSUXGr7jC3qJtOAzcU3UH2kPFyI91oGTPZm3VFPH/V7+iJ9VNTMzhw1oegkdtVh604wSPBx8k1aRfP0Rb23Fx5CKcPGg7pk+ndr5jQQQNC2rRFQ3FvY94nPTmo9ROp09PWmtIrilllL6XqM0KM5sRfVIjxT9Lsho6fjx1s4cOJa6Zkgij3ff0iLpSItB0xCkluO02IBRCQccR5Ec7sbSCPm+/NEWp3ntPVamg2JNPkkXh3Xcd9e5Ho3SfVlbSmoL4/1Mf+zHqv/A9FB/ajcpH/oirNt+CdUMv6vN/rSwq9TpuYl3Aiy8iLw94ezCl7sk7eplhVZTS/19hNKut1X5XXKyNc32cVx66UmVRymyxx05KaaId+ERKU+fIcdRHdHVRle0eUloM7OigP/j4Y7qxioqo2Mn48TjxRHrJBx8kTqlMGUWhHJaJEylP/LjjaOGwpgYbTqBrJ4vUiYob9+nrehrNaR9HcPTh9ciPdaC5pJIEMBvuRPmcGYlScqwrUvdOOaXv2ycTpTraolhWWYO1R7nfZiMRCnnHjeuTid0HK4XOE9YeKi4Gvvxl+v7RR3ufFm1SCH9CJGltBaCq+OTManx9229x7KalNMbPn0+ba4CMrVddRaaWhgZqskY6tKNcfDHdc83NwF/+ktZbGdWUAkDXeMYMxMrL0ZQ/CB+XTQUAbD3HXhswc0rFYqk5pazOU9zC9d33BLffTr/oKc6/ucchJfpd+e/fnya5TG+7jUTTQ4cwYd+rWFZZgz0X9m2Ev/sdGapGjLBRNiEVCgvJ3QdQX54k00duj1bdvmNKD0B57VUaGPLy4nZmjbuXcxwWpTKInDIiW5qNXmNJlKqooIgkFtPcEHl5mnVixw56TFRTSjBpEiXSAsA992jPHzyoDZRXXx0/QqSwbbfc0cmfXR4c8vK0ASEtUSoSIQdXOIziUAf+VnQDGhook+jOO8kZf/HFWkB///1aJyEP4r3vF4325lJ7NcGPRGilbtgwg+CoZ/asDzYPXHsr8L3v0cm7/XbgrrvwzjStzk9vc1i5kmoaxGL0ecQsxgArolTaTikPSTV9TwgCTzxBbWPWLJrkDhliv1RAURFwzt4l2FU0Hl1KAQoOH6RcPOlmENf22HWaOioH9/p6Un0QM7fBg60t/TlAXp5BwWIpIl60YBs+LZqIyq6dWLTjPHTsacTXOyOoAdWY+r/O+JSDcBjo19mIozY+TU8kE9mRPH3PjrsvKRZUrHBYE4xEap1drDilxP8QWHFKWai/Tfzwhz0XVsHAzt2Y3UCNvF8/pFT3KW7hoauL2seKFZrdQ9xUDlFdTXN7QHsUTP7nbQgfNwEIKQhHW3HOpvtIZZYie9FmBj4Zwdn1dQDMF5X6fbgeaGqCMnAg9o/5DABrYmSyQudmNZHkvkekey9ZkmASalt5TR25fZk5xew6pYAE6XsAztxUp/0zKYWvsJBSwEqX1MX9nako9cYblLbyu99Rp1JeThPvnvccOZKe6uykPWdcoX9/iskUheKxTZuAiy7StiHvp/W3tkSpnkYz7Z1afGX7n+m5gny6j20oF8lEKTnWffVV+l6fugdoolRzs7HAt/eiaiyvVI2HMQfbbJJM7D7YKXRumnb7la/QBXrvvd4JslioFedPH4PtLpuIou4jdO2POYZcGBK//jUtWjU0AP/5j8uClDjQH/yAGuOzz2pBSgrI7ejs+jrt5PdcYwXAuooLMGv3Ilywq47ahI02YFZTSuysDFgTpSwVOvcAJ2tKmTqlAAp8R/fU0929G+c9+1MA8aJUXPkFVSXDxMKFtNB05AhePvYKLK9U+4ydkQh1c5WVwNe+RqKwW2XQAFANtwsvpAv+u98ZFzqG9FkMvgfQWw9T7gf7d+7HvA+/T6msXV1kC43Fej9EovlUrsGiVAYRN3tentbp6pV6W1sTK4rmlhKuJYBk5u5uCmAAa6IUQMFXfj7w+uv0BdAqXVsbDXo9tuJexOxKHIMF5MFG7gP0opTdzr6PKCUiiyuuAL71LaC4GKdtfQzVHXejvZ12qFq5EvifqRF03FOHIUNIrBLZj//4h8Eg3tBAF7GggHpOl7EaHBnWdViwgNpBLAY0NOCjKdpEftgwULB9/fX0mb78ZVqeSND7W0nfyzanVCzWNzAUr29tpdM1lRbqem8xO4u2w1dQOsJ/RszD9ZNXoat/Ba2Gn3lm7z8WtcBOfF1TR998k4KQigrawagPctFofeqeU0WjE/xbece84mL6nw0LarH6KLqZuvKL8MrvXkJo3BhUtm/BkrXDgV/cjsr5NRg5X42vaRCJYMxzdTh73z8Q6uygfsjCViuyKGU3fc8t0q0rlazQOWBNlErJKRWJUAp3WRlaBwxDS14pPrfrPsxuiGDyO2Z2HB1yu5T+b9HebeSQuuMO6oDLy4ETTtD+r4MIE7BelEIkApSWInr8iWjJ64+SzkbE/vlP4NxzKWUB1GZmN0TQ/x+1UPLos5otKpW88hx9c+65KK+g14rhOBHpFDpXVSol2NBA9eYiEZcnoUkQl9sofU/fDVmtKQUkFqWEcFtUHKJJ0O7d5LjrGdjP3kJ9bncsFHeQfc57UxNNpr7xDYqF9u8Hrr2WYp6rr+4dJxUFvW6pPil8TvL225TWmp9PHcG0aThj9X8DoHs8ThjRndyEfZ2qYuO0r2PqwZWYcPgtjGz6wHajkW/7ROl7e/ZQyURFMRalSku11xrdK3bSqlIllXqCVgqdJ41nKyqoDwSARx4BoCt0XldHC1PoicG6uzH10R9BQQzd4WKqKaA7OEWhYx44kNZmXanPo+foo0mpbWig1FP9qrLF+EMet0L5Ie3kHzwIvPIKFAUo7j6MCxuorppdt65Z+p6cTmVFlLK7eO4WRk6pRKJUn5RSCVOnlLg5rr+eFM/KShy36u/4yvY/GzqlCgtB9uBXX0Vv4dDhw7H+eGqEeg2os5P098pK0ooELhghNb7zHVK/tmyJcynqkcejPot4Pa6G8KN0/5V37MF/bbwex+5YSWk5X/xiH9sXi1IaLEplENlR4khNKSB+Bz7BiBH0xu3t1EtZ7bGHD6fdsQCSrHfsIGsj0LsFaBxClLLhlJIDI7kz1ItS4sa3etPK6X9iF7DeyOLEE4FYDO0oxPe7/4Dv9Iugf3/gnK0RXLirFnv3h7B3Lx1DQwPFsg8+aBCbCdfJ6NHOFN5NgJ3gSD94FBT0vMHgwTQytLdj5tLv9/5+bGwLvdHOnTTpknPxTaKvbHVKyaKUftMYfZsEtOOfPp1Ol9gBasgQ7bWWFuwiEQxdqqVUbut3DD6+/RF6o9dfJxsfgHGraBL1xmStIcipe4a1ieSi0fLOe6a5PM4g/1tZlHppdRS1qOm1eldXA1//zkDg+efRkd8PIXQjf8enwNtvQ1WpSQLA6RvpeAuULszY9y9EY6BJooWCTLLjJNHue444pSySrihlJX1Pvxu3FVEqqVNKtJv584HbbkPR4f0IR9vwfv9T8c1PF2Dq8gXWJrK6nczChTHM2PcErljyeRLJW1vpYH7+c+C551xZIhV7fsRlf0qdrfLCC6gd/wscKKxEdMBA2tzjW98CLr4Y311fgwsbatH29Rq8caIUWEcilCvTI24URNtRtH4Nvff55+P8HbTBhBVRSk47NSLRKngsRnNTRaHT6MkkNAHicj/1lPacoQMZ9tx7o0fTY2Nj/Ao9oP28c6YKzJ3bW5wfzz4LRCKYsZH63IbZatxBnvwWtbG8UIxee955VOG6qYku8q9/TV+K0jtO7lpQizVzI72ilNh4AnBY+xcn7HvfoxWJE04A9uzBzJd/has33YzCQqnu3sN9T27SQuehTiiIolMJo7243HajsZq+J0TEo482LjekKIlT+MTE21INvBRJJavVdk0pMy65hB5fegnYvj2+0HkohKPW1GJ2Q4RisJtuQkXDezic1x8tw3vqUBn0lcuW0dBfUZE8DdExzjmHLuCbb2qxJWAr/pDHrTdPkuLSW2+li5Afwhn7/90bP9kVKs3S9+RMCSt1H+2WGXGLdGpKWXJK6SckV18NnHsuOgYOwTc+vQPT/n4l1syNxL1fafch4KabcOSfz6CjtZMWFBUFp31Mr9OLUscdRwtu5eV9RWuHzbsa/fsD3/0ufX///dq2xTpkUaqwEPELbD2dQ/6iWnxl+5/wq3e+jNP2/wf9WvfRPf3gg3GvQ20tpn9Af8s1pbjQeUZxvKYUYO6U6uigL3m2bIXLLqMocuNG4JZb6IBOOaWvOyEW00QpIYxZQFHo83d1JXZKJd3VQkdcofOYLrKorsZb/9yEqqf+gsFlIfzm5kP4/DsR9FtciwNfqsE581RUfkT2+/vuo0lfQYFBbOZhkXM7xZb1wWb5vyPAk7XkfHvzTeCRR3D0G4/iopEnYfXQOTjpwZtpFB0xgnYSkkdfk2rOZqKUXKA+iE4p2XXS1RUfVCcSpcTx791Lj3ZvM0SjaJ5Tg+VPaxe4deqZwB//SCtRL78MTJuGsR1lWFhZgyPHq/gK6HyvXUuvN60nJRd/FQe8aROprS5aJ+R/29JCevgLLwBrPqlGzXyDf/vCC9hTeRLCe7dhSHQPQv/7v8D27ej4agSzGx7BtLZa4PYaKLuKUdLdjP3Fo8hFZgG5H020+16QnFJW0veGDKGgyXAHnR7suFIA9OmMtkXWonL1Ysze/QBCsW50lB9Lv5OrbQPxxZLF92JyceAAJq7fhXH1/0Z5VwNw9GgKEOfOjVfhAceKGB85ojlhe0UpXbCdD+DFsfR/bhzwf8gbUUkFgz79FJ9t7cTqwV/B6G+qyL+D/nzwUxFgXS1Zr2prce5+YFveOIRKWoBRQ4HXX8dpH9RhU2GNo04po8ntU0+RwxegsMC1IrEWEf/3738ng0NlJR3fo4/27YbstMmiInKm7tlDQocw1QFa+l7//gC+pgIPP0yr1D/8IXDMMVh3fA2Wd6o4oxNxbXLaLbXYU3QIk2q3A2/9m4SsE04ALriAxnuDgXjTGtAuZj3hz7vvUv/8wAN9N1BJGaPVqWeeocnOsufx1R1/waHf7UVR8b04rWERyv7yG2Dm2XHHK/q6AU9EgPdXAWdLv9+6FSes/hsUxNCWV4LyIztsNxqr6XsCI5eUoKKCrquRKKUv4O8GqdSltlJTSvTDZsXoAVDh5dJSElIXL0as/AYAmoDSNuooXPhKLToffwFoeBIdecVojfXHkYuuwpDfqlpb6TlYfdPR/do9rrqKylz86U9U0/T882nXXCv5gz1jSEGB9pqCgp4DfvZZurny8hAaPgrLKn/QW5Ii2V5OepI5pay2sZypKaWfkOTnAz/7GTrf3oaW/Zsw4vDH6F5cjzUAOk5SUdLVhLP+dROOvPM0Cpv24dNTL8aEVQ8CkQhO/WktPu0HdHXFt4Nly+hx1ixv4zLMnEkLEK+/DvzhD8Dvf987JxIhjTz9LSoCEAqhYUEtNq4GzlqoAqoK5ZNNuOo3t6Aw2oYu5GPbmZdi3KIH4v9Xz/kLL6OGx04pFqUyiu0tpa1gJEqNHKk5paym7gkGDKDt1v/8Z+DppykXdu7cvq9raKCeuKCgb85IEoQoZVZTSqz0AvZrSikK+kQWkQhQe+gXeHDSKxix83Xgv/8bZw4ciFe/cA1+9amKX9XWoeasECLHqTj+eO34IhFAXX01vcnChcapUBZ2qEkFO8GRHPTNboig7PFaYF7PABKNAg8/jO78Qnxj229x/p6HUXycQn5ueWRK9A+giVJCTNTvNAEE2ykF0GCcTJQSr9eLUnZvM1RXo3MbgKe1pwoLQYXOd+6kHTA/+AD5I4/D8pEqTu05z5s2AZPfjuAzzasw7f2zgdMNAjyx4jNsGA22AAW6113n+gxVvP3NN9M5Nv23PRFy/Wevwi+3fBt/7rwGJ7y5CHjySXzuP8MwrXsw3vzirRj/zW9i0Be+iUMA1o66FGcsWmTpnpMdJ0Z9bSadUp9+qmUBW6WrS+sLE4lSikJac6Ld92w7pXTn+p1vLMCQNf9EONqKvGgXuo/sozYnrDECMQkRs6GvflVTb2+/HUO7FbR0AC8d9W3MuuEzdLEsb3loHyEGDh3auxmbofpfWgosr1RR8zmgcmgUuPtuxOrr0dV2GNMOrkDhz25EwYDf46YP52LspjXAr+b3zvpmfr8WzaFy5A1sAJROoK4O9efUYPlmFV81mGjLxGJ9t4HXY1bofMcOMrI1NJCZ8G9/83ASmgBVpT7gllsoky4apbUS/fHYTSkdM4bEi61b40Up4ZTqvb5f/Srl6Tc1AY2NePN8FRf8pw4T7lwLtGzsvfbvLtwD9dVfoGx7C+UTXHYZ8Ne/JgzEzrxHRX2EFrKEiPKHP1D9Hse0f6PVqZIS4N//xrpjrsIxW57GoBf/ibu7nkKTUo6Wc6cgvHGjFpuEQujqUnvqaNUCJ5B4ijVrqH7h4sUoadyFLeFxOFJQjti4iRhqs9FYTd8TnHaa+XtZcUp5VBrRMmY1pYycUoCWydSHUIhu4O3bgX37kD+3BkA5pe1tr8WR02uw480Yzv/oMaCgG4iV4bExN+Lcr+lE/GjUy801jbn9dlJpn3uORNBhw7RaB3rq6mil7YwzeseQycOAFaB2e8x7ncC16+nG6q03OBjLFe0DWG0TQmSYNIl+loeVSERbd7b6fn6uKZWuKBUXOxjFW8OHo/vYE4A3NyEvnI/oGeei3+JahN9oxXd2rMeofUtQ1HkYW0+7BBNe1txCGx4DLnypFqFnAMyia9jUpC22yql7niCCpn37yLG9fDktRgCY+FIdDixdi20zzgBQDYCueQQqBh5ag7OXLgBqu4H2diiLH0NhtA2toX7YVDoZjb94AOOM/p+qYnMrgEdYlAJYlMooRul7jjml9uyh6K+0NF6Usm3hAE2Mf/EL6p2GDzdOzxMR/rhxNg6WKCigCZaRKCWKJKcqShkF89EoUHOFghHT/0Q255YWoLUVpw55HH8PvY/oJgV7XngTO/KBmvlq76rSjgURNB5ag/IBoCdkUUoe9TOMHOAosSg6vlmDcE/EUYdqTD51C45d/keEo0BFRwMK2/oBRWGsOeYqfBJVe7raxMiW+dZWbWIsX0MrzcAPolQshj5FYsVzcqZrIqeUqO+TslMKfSdeBQWggxkwgKKLxkaUfvo+qtt/hnen/QIA0HAnpfN1jpuIgkW1gFhFBMiO8NOfkh2hvFyre1ZUlHxfawdRVdpOu7FRK1YZh3TvNA9Qgf8BHj73bvx69gjg179GXrQLldEtGLnrdWDlUBQ07kVzfgWKD+8Bah+wdM/J/YFR8GVrQwmHGDJEWwjfujXpBoJxiPYGJF8VHjUqsShl2ymlf/+3lmJb8SQMbd+OEjShsPkAtbsf/pCuzYIF9ML58+nA//Y3zSYjUBRE+5ViS2gs7pv8J8xKdEkdareinlTceTcItktLqYTQrlkqKt+JAEVFiB17PA69sgn5sU6UPVSLm6OL0d4egzJY6jC+/nVsnf8yZjdEkHeoA4h2ALfdhn0lKvDX5DWl9DvQGmHklOruplO0bRu5UMTGV55OQhMwdy7NUQFqj0bHYbdNjh1LC9v6ulLCTdgrSoXDmq1q40acNfjPCDW9g2EvLga+eTEdzAcfYML2VQh3t0CJdQFV42hrewuIz3LLLb1aAn74QwfPtZn4Hgph4en3YXDJs/jvrV9HQUc7yqN7gD27gP4KFcicNg3YsgXf3bgGw49sRPu1NSi6TqULsngxncDNm9FdVIKOrmIsq6xB/qUqpgyzp2aaOaWEACDSGwG6Lkcfbb6eF0RRKllNKf3aX0eHyWdQVeoEvv99oL4e0x77IbbvOwvH7agFfvxtlK/YgBn7n0Qo1g0UFmJfaDSeGV6DL5bp3gNAtM6609417r2XUrba26lzKiggx1RLC3DNNdrr1q6l9gj0brJ04i9rceORNZjUvAGD9xwCovsoCC0qAsaNg4IYZjdEep1SViuUiHWTc86hn8V5ECHJ2WfTz1ZTRMU8RZR/sJLy5wayi1DMB1ItdJ7IZa0ndPxxyIsuQdmRBozBm3jt81/GFx/9Bcq6GxFGO/ZPmI6qlx+K+5u3J6vYtAn4XJfWCJ99lmKyiRNtJd44x6BB1BgaGiheOfVUoLwcM5S1aD+0GE+vAhoqqlFZSU7fvf/9f7iocD0GjB5McU5HB9DejqaCQdhccgJC6MZRayPAucb9J9eU0mBRKoMYFTrXi1K2J0ulpTTb2buXZiInnEATgI4OuskSLaub8e67NNIqCkXnQuySSSF1T2D02fVinJOiVG/gE1lHg2RzM32u3btx9DDqh1p3HsD1BT9Gydq1wNE1UD9+EgdaluKp/C/h5HHdOP53v9OKHqxfDyxdmtkqshKyKPXM8Gp85zLt51AIuKHxNvyp4lWM2/0KCmMdCBUMwJoTrsGtG1XUWMuG6nX3dXXFi1JBdEp1d2sTwHCYjlvs+q1/nUC0K3EbHD6s1XABUhOl9A6V3lpg999Pk4onnoDy9HJcsv33OGr5XqAzjPFLnsUr/c7D+M+fAxwqpOLQr7xCg+o//kEuq8pKmrWVlZGgXF7uaS6P2E570CCTfyut/g/v2aBn1y4A544Hxo1D1879iLW24YRX/w+4cSVCA4bhYMFQnLXlAeAP1u45o9335LZqpw6aUygKdZdvv03dZyqiVElJ8pIcsnHVEaeUTCSCcS/U4v9GzMPyYd/Gdz+5Af+v+QGgO0zKQ3k59a+hENX/aGqi9tjdTSfg5JPpxunqQlesCN3vdVHtMLjfLg3rSRkg7vGSJRFgLYmnbXNU1E65H9/YdicGdTahMHoYSlRBVOlPgtzatYg1NmJy41soiHUg1n8AlKoqQFUx8Fl6v2SilDxRTFZTSu6rHnyQnFJjx1J2i9w+PJ2EmvDQQyRExDmQkzilkrVJYVYWzgaBSN8bIBaSamupFtSiRcDLL+Oi536A5rxyHJp4Ega//DIJAB99hNF73kJerAttI6tQMqLSVl+pqqTDHj5Mn8+rkKCjAxjcvgMdRx2PfVsPI9y0F2X7dwNlPVv1PvEEoCg4r/E1rB30RYw9fzbwy1/SeHHiiZTa392NaMVQPFl6DZZXqvhqEWw3GjNRSggAPeURAVAtxkWLzNfzMl1TKhXM3DJy1oOi0Lnp7ExSV+ryy6mO3Z/+hEkv34+avOXYc/qXMfLvf8fgDzeiUSlGe6gE4bEjcWRbKW280L9vg0slDdFxnnySbvyDB8kmKYK+n/yEUmqvugp48UVqhxdeSLsO3n03cOqpUBDDBQ33o1vJh9JVCFSWk6J5443A5ZdDuT+CC79PwqmdmlLis//pT3Q4VVXx68tjxtCh2RWlALr+tsZSB5HvDdH/W3VKdXZqglrP0AzAmiiVV6Piobs7ceXmnyL2wYc4ZcwRtEQbUYAObC+swrhPXu7zN/n5dM2OPReY3POcSN3z3CUlUFU6OT/5CfDxx7Q9e2cn8NprCJ83A2e8uQ5Xbr4Fm7dNwglvPYiT2l9HeMwwIL+/NnnIy8N9R92JpRXk8LtpaS0wCgkzT1iUYlEqo9gpdG4rp7aqimbHmzeTKBUOa29gV7qPxWi1oqKC7pzOTooq9Sl8aYhSRkq+/nPbLSCYLO2hd+QRNUvE/qMnn4z9hSFUKG+iJAaSwR97DIjFUFFZic/iNcS2AECnZq2OxWhXPx8IUkDftiIHhnSICq775b1YpJyJ7gGDcPhIfxKkbGpqxcU035Q7UtF+FcVa/Ww/iFLyYC12LhIl2GTkYtniNpKPv7GR7mmlJxvSLno3wMAnI8BSyXN/2WU4eO7XUPrySpz2zr2IbixElzIGVbF3cMKqd6g370nP7I0opkwBbriBVJ6HHtJy5zzK5bFUx0KKmIcPp8fjXo8gtrkWyk9/ioWN38bwO2/Al/YuBLZuRUHRHozr7sYzo6/CSRaPXb52RjWl7OwY6SRHHUWi1CefaJstWcFKPSnhTJCLnYvAUnYmpCxK9VzMTz9bg+Xv0HX468T/wTlnVmFI3W+psz5wIH5/ekWhmiKf/SwtTy9dSg3i6qtx4LMqls2K4KLNtUAErvenpjvv6SgtpTTowf+pBW6ihtzVBCwffjlOaHoJY49sRydK0RGNoiAWo07h0UcBKBjc3oX9hcMx+OSjexWYip6i6MlEKSMRXI++LX/4IWnYw4eTW8cojTiTw5S4/6+6KnE3ZNcpJco66p1SIn1v6DMR4F9SRzRrFnDyyYh2tqKs6wBaDu0BykAnr6MD/dq6sWLYtzD4sftwyof2+kpR71ZR6Lp4VcfrjE8iOLOhFod/cgX+uEvFkKcj+E7+QooBJ04ElixBrCcwOuXgM+g34zgAMRKJRV5zURE6h47E8h5ho3cy7kBNKfEWf/kL9V+VlfSYqLRQIlHKi5pSqWCl0Ll4nUhgSMivfgXU1iLa2YzBnTtRvm4RUBhDtH85mg/2w1NH34DvvH4llh5PrumKpQCu8Ucs2ov+xq+tpXqZosL900+TEhHraY8NDXTRf/xjQFEwpC2GbiUfXaFCoKAYRaNHa+8FQLlcxbI7gAt30X3ar5/1z6+qJGb/4Q90GPX1WnsUmzJYFaXkfqqtLXOilHxviAVXq6IUQO2ysDA+RrKyYFdWBjw9/Er062rCd3b/El2bP0VBrAOfhsbhQMFIbJ8bwZn3xF8bfZZQfT3pQPn5FCpkjJoaEk/vuIMKIYq2eeQIhpS14eqdf0OsU0Feewzhoyq1BbbS0t4OrmdTXqwYruJH34bpOCL6MBalePe9jOJKoXNAS+ETQpH8BnaXSF94gXqIfv0ohQ8AHn9c22ZMINL3UhClRGeYyClld6tV0REbBvNmCfZz5wJvvYXjvzUZw9f+g9wpAwbQyFJaCsyejcqLpmL4l0+llMaKCrIhGFZBzxz6SaZ+hUNVgZoxz2JzbBy2HR6I3Tu68MuJEdsfwUjdt+s48YMoJYtPBQXmNmaje1E+fuGSqqhITdzQX6f8ULRPMcmPf/M4GorGoTU8AJ0FJXhu6NexY9J5KLjgfFqCVlXaZXHIEOD448kHfeAACVJ29rV2gFS20x42DJi9O4Lzt9Wi5VL6w7Z2BX+d+D9465IFdGP3K0VnKIynBqt9dkg0Q64pZZTylAmnFKB1l3JXbQUrO+8JZ8Ibb2jPFRb23fQo5fS9HofbjvPjO46ua78HfO5z1A7HjKH+MxymbdKOPZZyyr76VU2Q6mkgRUW0Yvp0pbvtEqBgW6Q0WnFKKbEoNp2lNeTOThKqRrVuhHLppVhz4S+xsGoBOkoGUs7HgAGIFRUhquThvvG/QudTK3ob/qjn6HMZTbRljNKF9chtua2NTEDRKG0Wl9GA3gA7/YHdmlLCKdXQoE2+Oju1eKE4rOtLn30WOPpoHBg8CY0FQ2iXuYsv7hXz95RV4bfH3Efn3UZfKT7jzJk0Rzn5ZNebcu8/Pmcz7STYfqmKcJjupa0XXE1Od4Bc4aPHoKlgMPKiPbPNoiLgS1+iGirDhwPHHYc8hVKhxK/tkqjQuapS6CR2NV67NrHBPIjpe8lqSonzY2kHPoCsj+PG4fDAUYgiRBv3lJUhNnosHhnzIyytvBKHD9P1XlZZg+JHvGhwNjC68WtqyOWkKFSvbfBgCqb69aOFtPJyiq17dkKK5hdgV3EV6vudhI7i/tSWdY3m+VH0+ZVY1HL6nkDc+qK+l3hru8KnomjXNZPFztOpKQVobVIWpSw5pfJovFwy+gY0hQYg1tmNPUVjcdXZG7H1szXot7i2d1c++W8A7f545hl6PP30HodrJvnxj6kkTVkZHcznPw9MnowPR89Ce0EpWgsHoCE8DouveZZinj17qP7UH/8IzJ+Pmdtph8yKCnKRmW3ZyU4pDXZKZRArhc5TqnWiL3YuV0y101N2dVEeOABceikt5T/1FC3t19UBP/oR/a69nfIFAON6U0kw+ux6AcBuAcG4QudGv0yWYF9eTpHQ+PFansHUqdprIhGacCXKQcgQ+oC+T9uJRHDJkVr8uLQGq8eruLQ9gps32ncnGHWkdh0nInjo6EiwC43LiDZVWBgfVFgRpeRC5+mk7gH0v8Nh7Xg6vlkNVMa/ZtizD+Fg4VC09BuBcF4XGorGI3y9Cnyz5wWRCAVzcru0s3Wjg6TybwsLgf79olhWWYOic1QcC+18xAaUA2PHQkEIec1dmN0QQUeHaklESZa+lymnlLwDn50aFFacUuI833MPZSdXVpIO9PTT8ddF3z9Ynoj2ONyUf8c/Xf7vCNmQfvlLekLUlPrBD+hRrBbqGoi4jsuGqviBCuS5mGO2ZQvdz2VlJIQmoqwM+NfwagybCoiNwvIfIlfCylE1+Mw9Kj7+H2D5HuDMo4AhqxYAHR1Q2tpwoJBu4F5xA8DAhbWYvQ9YDjVhn2fFKSX3VX/7Gxl3Bw8mc2Sm6pmYYac/sNsmBwyg69TcTOdgwgTNJaUoQNG8akCcDzFJnjcPD+5V0XFvBDVKLSklQ4cCeXloOjAUsxsiyM+X1DP9QeqQ595DhpAWNHEibW3uuik1GsUzw2uwfLCK6gLtXtp8poqTm9YAq1cD8+ej/RIVr1XNxbl7FpMINWwoWfZ27qTdKFQVzf8dwYV30AEXFdk/4GS7711/PdUYFCWBEp2TIIpSyWpK6d3/CWNa0aiuvRavrwAm/WMBKrGbBqxJk7D8UxVKm5amuqZKxfxLkdn8XD3JbvzVq+Njlgsu0GyUnZ3A3r3I27IT7w04HX84+h78dEwE52+s7RNz5+WRMKcowM026yK+/DL1E9Eo9SHirVNpY0VFvSWFMkIsFn/cYsqXqKZUfr5Wv1eusSr/jdXYqKwM+PbquQgdbsSRERPQ1EV96VF3qTj8N5AwBfQ6psT7dnfT5V+xgn7OWOqeTCRCc8HBg+ngTj4ZEajYsSyCmqp3MHxUPhq2d6Hojp+jYcBGVM6Pb+cv/AW4cGNtTwaAatrZsSilwaJUBnGl0DkQ75SKxWjGLKJauUJuMpYupWBl4EBtKeGaa4BrryWr7cUX0//asoX+T3k5vdYmRuk0ZjWl9Lu9mZEwfc9Kgn2ivCMgQ3vrWkM+N0Jo6aXnWNefVIO3i1UMygeWdamYMRE40+ZncMIpJQ/2R45kZmVEBA8iSEzFKXX4sGYeTFWUEscgjqfPOYxEMGRpLR6rrME7n1Fx8lsRXLizFqMbAEA1b7OJlqJdbK+p1rH4+IxqvP02cOouMta0t5MrpWp/LTB/PqLfVLHsRBIFonUA5iX/DEailNzfZMopNX483Z+NjTQ3FJOwZIhuPFmJQFEr98YbyYne3k5duHz+7bpS9Mh97OyGCMIP1wJX9BSIqaVr1vt9TY3mOtG1S/n/tl9qvS5IKsj1pJKJN3LdOEF3JwmnL41V8UPEB9YAgIkT0fbNK/HQ/wAXNtQi/yEAl1NQmhcD8u6gBtnYSPGuEYmcUiI1U/RV69f31GEDlQd6/HFXNoFNi1R3kAWSr9IrCq0RvfcepfDJolRZmXSNdX1i/h+B/1Sq+Ep0DSoXL6aY5p578OKMCC58vxaDlgI4WSdMmSDPvV98kZ5rbfWojld1NZ6OAIjRuRL3UuXyHoF4Pu0IGbub3H0vDL0YFw3dSJ2D+Nw9B9rxdRXL7qd2i7UA5tgbI5Ltvvfoo8lriglkUUov2getppRtp5Ru85xjX6nFA2PmY8YM4OyXFqDg1dWYrVBx73376E/KyuCLGDSOZB3RJ5/0jVnWrKF2O2kSoCjYPmIGRr2+EbMbItj8LRUoRJ+YW/TBYrMaq0Qi9DVjBglSxxyjvXWv09JGGysqor4nU04pUT4YoONOlL4nt0mxINve3tcpVVBg/ZzObohgassqfHTSxZi+4R4smh7BhZ/UonI5UHmPijVAXGcoLxKuW0dxUHk5GaozikE83bCgFgMPrcFsSYCqjERw9s2/wapDZ+MgVETrqA9UVWDtBBWHm4Gjy6K9b2m0oYNoX6JPy2VYlMogcqFzR0WpMWOoB2luptH80CEaKfPy+qbdmdHaSvUVACq2KO6aY4+lWiAvvkhL8AsWpFVPCrBX6BygTjMtUSoZifbPlXeS0v/OJ8JUwpXKaBRrJtbE1ZCKRIBba1X8ciJwpo3I2QmnVF4eXdu2tsyJUvrdRVJxSnV10Qo9kJ4oJQIa+TgA9LbJg1+uwfLnVGAXsGuoiv79gclP1gIf9gRxGdvz2TkqK8mMKSbZx6+P4OiGWuy6qgaDVRX5AFaOoM9y/AO1QDGSfjajmlJG6XteO6XCYVok3raN3FJWRSkr6XuCyy8nZ0JLCwXs+lOl7yPtpuzI90NhfhShK3raYF1dX0FUjsh0fY0IfGMx6uO9EqWSYSRKNX21GsufBMp72lJBAQXjE3fUAj+lsaH1ALD8EQAK8Jm6WnLqqCqUy1W89iSA/RSAm4lSsttXPyEQqZknnEA/i3tlzBjg+ed9sQlsWsS1Kf3Cigljx5IoJYqdi360d+c9oI9rQ1y3suhGEmbOOAMA8OIYFQcPAN97wrw4rR55oqFPS3e765U36xB1EQEST+WBPn8Rpfgtr1TxheoIsHoVTfw3buxVh4qL0buL2Zfz7StpieIPSzUGJcQaZ3s7xRlynxC0mlJ6p1RSUUq0VQCorcV7p9Rg+U4Vw8+kDGFl1Wpc+DidvN276eTFtXW/YxZnr1mjCaVnnAGceSbeLVfx3s20EHX4VQAL+yq94rzaaQ/yIZSVUcHz4mJt3WTECPvvabf+rdPI8XhxsdbuurvpS74/9TGtXpQSj5YX6yIRnPVJLR6b8BNM/jVdo6WDVBw+DNz4RC1QiT41peT0PVHgfNaszGRN9GLSNg/dtwazP12M8Bcujnt+AIDpC2qxcXUEm89Se/s0UcS9dGbiDdq5ppQGi1IZRHQIBQUO7r4HUK84ciTNkjdvpn9UWEj/ZOdOa++xeDFFzCNGABddFP+7q66igeOVV4ANG2h7ioMH6X9Eo7aVILNtrQHtc4sdS2Ix6uyT5YynJUolshuvXq19r/+d/I8ziNyZ9wkKQ9WoNdEubq2l3fesxs9GHWkqjpN+/TRRKhOkI0oVF2vtUtSoSdcpJYg7hz1tsnmKCjynPR37tgqlFHQPZnzPZ2cQgaCYaAtXyhlfiHfVLK9UMe//ARUWPptRTSmj3fcyEQhNmKCJUtOnW/sbK+l7Ar0DXe9M6Cnb0XsO7DqlZMFg7aRq3CTeW78cKP9TgxmovFLrdkAvipynKkrpxff8fKo79f6pNRjZ89lEf/HcSBXzv424e3DgQEqpTFRXKtGClDh9v/0tXTexoeHWrb7acyNl5PvQansUxc71olTcQoeuTRYU9Fy3U2owUposdXdT/1L9OaBfCn2nGBu9WvmWx6rCQk1Yfv+UaswQHysaRdvXa7B8iUrOiMtVcu8BQCSCNauiqAfw//4fPbW8UsXZX+79teEKvxF6QVGQaK3PTJgqKqJz2dJC94osDvg1fS9ZTSm9KGWa5iVOdo+4//5+Ffh3T0yrqlBUFc+ui0Bpj/auNaeyuXbGMIuze4RhnHFG7zkoXKYJpeeGeu5H3d+JdmdlocboEMSi4jvvAL/5DX3/757UdLtOKSBzopTsIJTLUQB9F3uMRCmgryhlpZ4UACAaJfF0v4qqJmrz7e107a43SSsV98P+/VRjDvBB6p5J2zy6+gxgErQ2KlBVVAKojEZxltSniaye99+nTUjMkhY4fU+DRakMIge2ju6+B5BrSYhSotBsYSGN7K2tiXvZxsae3YNAApT+n48aBXzhC+Sk+trXyInV2grs2wd88AFw003AWWdZPlQrTilFoUNuabHW2ScsdJ6MRJHXwoXmv/PJTEAWM/SDiZPlhZxwSgEkSu3fnzlRKp30PUWh4z98WBOljHa8sorsUokTpXraZP6H8a+fMQOUXpKo7fmkXVpF7MAn9PPVE6rxURdwnjQ5DYep3TV+UUWFBYNmsvQ92abuNRMm0H4SdoqdW03fs+pMyMuj/ld27VpF7mPtFpjVI9JXkxb/TYNYTNuXI11RqkBySj0zvBqFnwFm9bwmrr/Q3YPCAZJoB75kLmlVpQnUvfeSAXriRMqsD9jtbojcpqw690Sxc7EDn5y+Z4a4buEp2nUDtHPfOkcFUjCAi4mfV2OafrMOQ7dOdTUO7wKwxOAeV1XUQ5tICYqKEq/wGyFfO/n/pBp7VFRootSoUdrzfhWlxLnv6opfo9UvMJvVnupDz9gf/T39KC8CvHyUigMHgM/vpp8D5ZQyi7Orqw3FY4DEjaNmGv+ZOK922oP8b0aOpPqCu3dTEX5VJUft6tWpiVKZqimlT2vVFzB3VZSqrsbWZgD/oIUzWZQvvEo1VBxEH/Hii3SPTJyYctKNc9hom71IHZv49sc/pvnqwYNUQsFsbJbnUnZqi2YjLEplENd23wOoWMmqVSRKDRpEbyCis127Et/1ixZRbzJxInDuucavmTSJIvuODq2IQUUF9ebXXQf8+c+WhSkrhc4B+hdWRSnx97l4cyeyz6da58cIJ2pKAZnfgU8MvCJINHLuAeb3ohClhOshHaeUGPwVJT64FzVkTj9de66sjNJ37KxiBwEhSjU00KO432XHhOWdi3owEqX8kL4HaF2xEEqsYMUpZceZYJQmbRWnRSnA3YB+504aRwoKNHdNIoxEKX17MUq/T+RytiJKWXH73nILmZrLy6ktZIMgBVD/l5dHfa5Vp5QQpbZto3NnmL6nw0igBtKIu3rw2ikll4KQa40lSyGTkfuG3btpgv7MM1R4OFFZQj1m8UeqsUdFBa2v6l2Ffq8pBdAYI/pU2+l7Ooz6A/HZhVPKjksoSMiiiFlsKdeUSgVFIafyf/5DtY1OPTU14TPT6Xv6YxZuKaPi68lEKdGvWBaloPW3hw5pMX04bB5biefFcWfcJeUQqgr86lfUDvr3T9zHifu4u5vOuZ3znW2k4iNhHMLK7nspO6XkHfjEiCW2GRI75RmxaxfwxBP0/bx5xqpONEr1pIRPXFTJGziQIsNDh4A//MGy7cZKoXPAni1WOKVSDSqDTKL0PSdx0ikFZN4plUr6HtA3CEq3phTQt7CkqCEjbk0AOO002i26tjZFR6BPEaLU7t10zvWiofy9VfHCqKaUX5xSwq2zdWvfRQkzhECSaBKSyJmg35lY3K/pilLpToq8COhFPSmxsWoyxGcSQiBg7JSSnwcSj92idlg6TimA0kvGj6c+R6RmZgt6R0kyhg2j69DZSYK2YfqeDrdEKTEmdHX1fW830DsakhXbNmv3om8QbpF//9ueIAWYp++litkOfH6vKQXEn/+UnVI9GLn/9aJUoJxSNpDbkVnbTcUppWfaNHp8/XV6TEX4zHT6nrgv5GNOVucsmVPKTlwk2mBTkxbTGwmFdXU0Xsn9RX4+cP759HxdnfX/6UciEXLffeYz9BkTjc3ytcr1FL4smsoEi1gsPmh1tNA5oC2/b95MEQageZ8T1ZUS/u1p04CpU41f8/bblCA7bpzWW4XDNFoqCkXIH3xAr7OAlfQ9wF5nLxeJzTWS7X7jFNnqlLIrSskTcUUxL1xsBb1bSyAmC48/rjmImpuTb64XRAYNos8fjVKwLe53WTCxG9DL185vNaWGDKE2JGoCWcGKU6q6OvGmi7JzQb9NuR3k/ibdCaLd65oKop7UxInWXp+qUyrR2C2cUolqSiVzSslOOOFmqa3NHmHKrlAaCgGjR9P3n35qzynlSC1PCXmS4cW4phdJzVKIrPRzqkop6CUl1Pbtji1Oxx9GolRnp/ZZ/CZKiRp9QPz5N3NKWV1YMYppRTsTIX6gakrZIFFJCkG6TikAmDKFzu/WrRR7pCJ8euH2TYSRuyuZc9INp1QyUUostL78svbc6afTwmvQF1rlsfnZZ5OPzaGQ1m5YlGI8RajD8nbPotB5Q0PfFI6Ug6MRI+hN29tJQAI095SZKLVpE7ByJX0/d675e+/fr1XME7YGeWZeVES92v79lg7VSqFz8baAtc4+rULnAUcOity0gbJTipAH3IED0xM2ZKeUHlUFvvUt6ifefpuKQmabIAVQ+62spO937ep7fQD7gZ9RoXP5+mbSKaUo9lP47Oy+ZwW/pe954ZSyUk8K0M5xa6vWB6TrlEq3ppRZamY2CVN2nVKAlsK3dav1mlKA9b7eKqGQdi95Mckw26wjFVEqEqH+99hj6TzYbUt650O6GIlSclqk39L3AGNxPV2nlDyGCcRnF9c5F5xS8hgt5lOAdl7EGJSK26asjNo9AKxfn1r6nrgmfknfA5LHtGYppW46pcR4tWqVttAaiwV/oTXVsZmLnRM5OGXPLEIdljvL/HxShxsa4sUqvZvKFnl5WoQmRiyxNGyWvrdwIf3Tz3428TLyoEE0ora10fdHH00+RUFbG/VugwZZOlS7TikrN21ahc6zANFe2CmVnHR23wPihYF0UveAvm4tPf/1X2R4HDOGXhPUgTsZ8g58ovuSBZNUV5nN0vcy6ZQCqNg5YF+Ucmpl3CmnlFPpe26uMgtRyqpTSg6oRR+l7+dSdUqlKkrZSc0MKqmIUqJGmOyUykT6HuDtuKafPKaavueE+86L9D0x8RYGfb9hdP5t776nI5FTSpALTin5ezGfikS081pSorXjVNqGSOFbt844FS4ZfnRKpZq+l65TKlmZAVWldL2GBuC996iofJAFKSD1sVm0Ma/qEPoVLnTuMaKh3nsvsHcvrUg9/DCwZAl9L4xHgCasACkGR1VVWgQOAMccQ49GTqk33wRefZX+0RVXJH7fk06i93rrLer55B47FqMPNnkyvc4CVgud23FK5XKhcyBzolQQnVLppu/Jk9Z0dt6TjyHRpGHwYPq9qCET5AHcDOGU2r5dO+9GNaXSKXTul/Q9QBOlrOzAF41qgYtTkxC/OaXcSt87eJAMvLI7LRn5+dTXtbZSkN2/f99+LlGbMhq77dSUMppYOblhhV9J1yklxhO76XuxmLErxS4lJdTWvJhkOFFTys7GCIlItNFKKhiJUqmIBV5idP7TLXSeqKaUIFudUmailNw+Rbtbtw54993UxY3p0+leeP311NqZlw5JI+zUlNKPUV46pQTf/z7NgUVNwKCPX6mOzeyUIny4xpD9qCrwjW+QOvzWW8D999PPlZXGq/dAisHR2LG0pH7wIEXhYhlx9+6+Udjdd9P3X/xivOvJiFAIuOkmWoIU0V93Nz1u3UrP33ij5WUKq4XO7aR25HKhc4CdUnZwMn0vXadUovS9bK8hIyOcUps3a885XejcKH0v06KUvIZghlzbyKn0Pb/UlHK7SKw4vyNH2pto6OtKmTml7KbvHToU746WccKtE2RSKb5v5JSym74nX490RSkgOKKUU+47L9P3/FZPSmAUQ5gJAKm4fQX6z5+tTqlEu++J9vnhhzSfWrUqPbfNMcfQeW1uTq1uWTY5pfT9ihWEKNXRod2ziUSpNWtoF+nKyuzbrMMOLEoRLEpliK99TXPx5OdTrRiAOgkhqKQVHK1eTULT++8DH30EbNgAXH019VjRqFYZUbz2ww8p+rPak591FvDnPwMnn0zR3/bt9Dh5Mj1/1lmWD9Vq+p6dXO1cLnQO9B1k3CBbnFJioLbqlNJrrU6k74naCEbpe5EI3brZXkNGRjhGt2yhR0UxLnaaTk0powWATNSUAmjPCEUBGhsTu2cALXWvqMg5Ec0pp1S6Ipnd62oXu0XOBXpRKl2n1IABdL1jMRKmjHDCrRNkUnFKjRpF57W5WZsQWUnfM4o95GNIBTEp9LLQuV6U0o9hiUQpOxsjJMKt9L2DB7V7IiiilJNOqVxO30skSgHUPoUYUlaWntsmP58KnssEafe9VGpKmQmlqYhSJSXa++3aRY9molQuLbQmg0UpgtP3MsTTTwMnnkg3b1cX8Nhj9LywjuflpREcrV4NXHcdecfz82nWUFJCywiHDpGDascOWi7u7qZaUgBwySXaEq4VzjoLmDGDqi7v3081pE46yXYit9VC53ZWIHK50DmQuULnQXRK6dP3rNYZqauj9iXfMkKUikSoDVoN5EVtBFFkUxyDGLSPOsp8FRvIjhoyMkKUEtp5YWF8MJ5qoXOz9L1MO6WKiqg73r6d6kqJuhZGCGHEyQlIKq4UgRvpe26JUnaLnAvMRCkrTimjsTsUIrFEiJBi4i3DTil6tCNKhcO04i4mQ4C19D2j6wY4U1Mqk04p/cTYizRlp3ffKy+nvj8apXXP8nL/i1JuFDrPxfQ9EWN98Yvac3JsJGKsSITSv4YPp+fSKWtQV6ct/AB0T4lrZiWus1NmxA0SOaWsilLp1JRSFIpNGhsTi1JOpQtnCyxKETk6Zc8sYleIK68EnnuObsqHHtJ2IBCDV0rpe9Eo8PvfU48wYQL14IpCvcLYsfT7bdto9gOQOrZ9O0XIl15q/8OEQuSOOv98ekxBBeJC586j3xXKDbLNKWU3fU8ISWvXaq8ZMiS1IpvC9bR6NfUDBQXxg/bChc6sYgcFubYe0Hdimuoqs1n6XqadUoD1YudOFzkHnEvfS1eUcjug99IplUxUSlZXKtdFqVTdeyKFD6DrkqhNJ0vfS0e8yYRTymqhczfblNM1pfLyNLebcL/lYk0pI6e2/PkLCtxdhMwEIsZaskR7To6NQqH4OOnZZ9N324RCVJdKzMfEObYa13mxg2wi7NSUspq+Z/c+FverKF9sFBfkwmYddhDjRa6LUuyU8hgzdbi7m8owARRghMPxg5DlNLS336ZUvKFD6Y+KiykqElaDAQOoEPm6dcBFF2nbAKpqxpaduNC584jzxjWlkpPq7nvi/v3jH2l1qrISeOEF4J//TK2mgarS7ft//wf8619kbAz6TiSp0q8fiS5yqpqMHUdNLBYvUhu5IzLtlAJIlHrxxeSiVLIdbawiVqFVta8AYMfp56Qo5Wb6XmurtvFsuk4pKzWlkgkAwmEp18qRyUW3r9wm9UKp1TY5dizt2QKQcyRRDJAsfS+dc+/lJMPMKWU2hrkZFzgtSgEk4DY20r1SVRUcp5Tox4x20rbrCk3mlErW1oOIiH3uu49c05WVwL//TV81NfQ7p9024vU//CE9Dh9uPG8zw4/pe17uvgdoC2aNjfRoFBfkwmYddmCnFJFD4Y4/MFOHq6upw43FtAAppZXS/fup5xE946BB9L2QrktL6Z9s3UrLD/v3U68r+2M9xmqhczudPRc6p0cvRKn2dm0CFUSnVKqiFED38de+pm1a8I9/pCck/ehHdIuWl9M5zMXBWSC7pfRBUSqpvEB8TSmjiWguOaXk7bTllBK7Tr+gOKXq62lcGDTIXpY6oIlS4tzbcUqZ9YVGBZxlctEp5USbFDvwAcnTmRItiNlaDDTAy3FN72iQ+0d5F2cvxHf5GjnVdvX3it9FKb24bpQS6nRNqWytJyWcMyLGWrJEi7HcctuoKjBzJv3PF1+0LkgB/ix0brbY45ZTSt/vOrUhSzbDohTBTimPMVOHFYWKdHZ1aYFDSkHpoEHUK7a1UVRUUUFfwosqIq19+yhnEABGjwYefDBjOUB20/e40HlyvKwpBdA1KSlJzynV0kIBtNfXzG6hc/39OHcu8Lvf0d+lu6XtsmXk4sjP13YiyVVhavhw4OOP6ft0nFJyYKqvKSXam1+cUgDtHNbVZX4sQhhJN9CTV5TFvfzaa2S0tRKAC1eLXBRW3Mt2a6oJ3AzoU60nBZg7pURfYaemlL4WnZy+J5+3XHRKGW3x/tJLwBtvJG+TRu1RTI7M2qNRX++UGCjuKS9qSpkVOgfos4mfvUzfE5UjnCBoopTeqWYkSqVTF1Ggd0plK5dfDvz4x3Q+5f2Y3HTbXH89VTfJz7e3QGhnQyY3yHRNKaDv5hLpLlblAl6OF34mh8Id/yMCW71TytZE6aSTaE/TvXvjl8gAqjrX0EC9VUeHthPfa69lNPK1W+jcjiiVSwG92MEN6LuCL+qYOUlBgXZ+hbqfjlMqFsvMKoG+0LldUeqpp2iiO2lSelva8k4k8chOqXRqSpmJUoDWXr0oAJyMoUPpXujqImHKDCdrSokV5ffeo1Xo1autrwgLV8uTT2rP9euXWk01gZvpe6KelBOiVDpOKXHe3nmHfhailP685aJTCui7xbuou5msTYrz+tJL2nP9+yduj6nUArNKJgudy5NIo7jKzX7OjdIBelEqaDWl5PaVak2pZOl72exGiUSo3z7hBK2Qudt88AEwfjx92YnrMu2UslNTSi9Su+WUYlEqOVxTivB8yr5hwwZs2LABAFBfX9/7PdM3QEopOAqFgJtuIql661byjnd30wymoIB6pdJSWsJqaKAoO8OFa9xwSuVioXM59UGeLKUzSUyEKFkGaB1pKk4peXeTTKTwpVroHNDO7X/9F7BqVepCklmtuVwWphKJUnYCP32NGCNRSl8oOBMoiuaWEq4eI5zefU+UE4zFaGiwOhSI9vmvf9FQkpcHPPKIvVQHPW6m77nhlEpl9z1x3l56ic7bwYPG979RYeNcQVXJ9F1YSKGMlbYkzusjj9AubQA5LRO1x0TXLV3hxstC5/rJY36+1u7ke8mLfk60VzdFqaA4pYzS9/SilNW+zqhOai44pUTfePXVlErnRUwkFnGvv57qhNr5n3Y2ZHKDdGpK6R1VerHbKvrYhEWp5HD6HuH5uvDdd9+Ne+65BwAwc+ZMLF682OtD8C36ACllq/VZZwF//jPtwvfhh5SqV1gInHkmcNxxwL330hJkv37kic1wfpDdQudWRKlcLHQupz6Ic7V2Lbkg3NIdRR39dJxSYnPIpiZ6ryFDnD/ORKSavufklraJaiOI3+caI0Zo3zslSuXlxfcpfnJKAVTE9+23qf6RGU6l7wkiEapnOGwY3Yt2UkZVlYSVBQtomOnuTq+vcWvnoq4u7Zza3XkP0IJsO06pROO3qtLx/PGPlEU/aVLf85arTimA2mBFBbkH7aQxi9f85CfA5s00ltxyi/nfir5eTuV16ryLSWEmnFIA3UstLfF9pNfpe04RNFFKLziJ864ommiXqlNKvnbZXlPKyRjLq/+ZSaeUnG3gZE0pTt9zHxalCM9D8KlTp+Jgj1+9vLzc63/vaxxJ3xOcdRYwYwbNcPbvp2XHk06iEfEf/6D0vjFjKFk7w9gtdG51xy393+cCYrC89VaavO7bR7uIuKU76jvSVAtGy6KU15ilPsjtEejbJp0Ukngnkr5UVmrfpyNK6QudK4pWs8tPTinAWrFzJ9P39AG4+Bmw3u6+9z3grrvoHk63OL9Z7Yt0+fRTusYlJfFip1XScUqZjd/f+hbwpz/RZzU6b7kqSqXbJlWVRNIjR+h6J/ob+X7v6qKfnRJuMpm+J77Xi1LZkr7nd1FK348ZtSm7fV2yQufZ6JTKxGJduv9TzFM6OryvkSoLGpmsKcXpe/bhmlJERtaFWYwyRh/Yph2UhkLA5Mnxz4ll8ZEj6R/4oJKy3fQ9K0pyLhc6V1Xg178mkae42N3Lq8+DTrVgdCZ34Et19z0WktxBFCz+5jfp/o3F+m4Lf+yx9LPdmlKiP5BFqVhMe02mnVJWRCmn0vecWoV+7DEqY+hEcX63VplF6t6ECamNCVZrSom2FAolFzeeeUZ7vdF5E20yl0QpJ9pkJEIOq/Jybec+s7+R7/fOTrqOQXRKGU0ejRbxvHCEck0p8/Q9uU2luvteKKSNkXPmaL8X40Gqm0z4kUzEWOn+T3lTFnkjdC8Q94Wi9HVNiuOR8WL3vfx8dzdcyha4phTheQje2NiIJUuWAADWrVuHefPmoaqqyvC17e3taJfuoiZRKCBLETe+6Cgct1o7sSzuAlYLndtxSuVioXOB0B0HD6bBwE3d0YmaUoA/RKlUC50zziJqowGUfrNnD937cvdlZ5XZqC8oKKAUsc7OeDE8006p8eMpoDx4kL7EDm0yTjmlnFiFdnpIcSt9T4hSqaTuAeailN4pJX4XDifuLyIRYPFi6qcrK0mA1Z+3XOxv0m2Tov1deaW19mhUX84pN5GXY5pZ+h5gXFMqqKJUczN9hqA4pfTpe/J5tyvAy3VSxRgp3w9yUf+amtSPnUkP2dXd1uatKCXfF/LiS6qilBNOqWwuwO8knL5HeC5KzZ07t9cpVVVVhVmzZmGTybLwggULcPvtt3t4dJnFcaeUTCaSsy1i1SllZ8KSi4XOAftBebroO9IgOqXSKXTOOI/cLYlr8cYblIIluq8PPqDn7dSUkvsCOUVTTrnKtFOqqIhMrNu3k1tq2rS+rxHCSLrBXrorwm4MKW6l76VT5BzQznVbG41T+kmmPg0skSgl99EPPURt+AtfoL+Rz1suLqyk0yZTaY9igh+NOh93yekYbqfxGKUfG9WRCWr6Xmmp5sQ8eND/opT+3Budd/Ga7m76StbeZPe/3K737aMFyFWrtKLc7NTOHMKl1NHh/OJKMszuC6O+IBbT5klmO0I64ZTi1D1rsChFODI03XPPPabCEgDMmjULM2fOBEA77k2ZMgUAiVL19fWor683dEvNnz8fN954Y+/PTU1NGD16tBOH7Ev04oyjTikfV1K2Wuhc3LTt7cmDvFwsdJ4J3TEbnFKpFjpn3EO009tvp0lIQwMwf772fCo1peTrJvc5Rtt1Z5IJE8xFqVjM+d33UsWNIcUNp1QsBmzcSN+nKkrJQf6RI31FgETF8/X9hXzeli4lJ+ChQ33PG/c39ki1PYpNiZ0WpcSYFou5n8Zj1SnlZvqeSCkz2n0v3ZQyRSG31J49lMLnd1HKrKaUkVNKvC5ZKqJepBbt+qabgB07KAa79loWpPxAURFdU6+LnZvdF0aLPfoNYAB3nFIsSlnDy0UMP+PI0DR37lxLr9uwYQPOP//83kLnggrhzdURDocR1le4zWJcdUr5uACO1ULnclNIFuTlYqHzTOiOQXdKxWLaMetFKf0KJk8SvUVVgbvvpnY7ZEh8u7aznbZZ+h4Q75SSd0bKJFVVtPW10Q58R45ofVumbfFuDClu1JTas4eEvLw8YNy41N4jL48C/ZYWSiHSi+9y8fxkG5XI523AAE2UAnj3vXRItT0WFsaLUk4tBobDWk28I0fcFaWMnFJe15QSKWXHHBN/LE6llAlRav/+4NWUMmpT8kQ/FVEKoHZ9113UJ5WVZTyUZ3ooKqKarl47pczuC6Nx1YoolapTqrCQ/md7O4tSVhHXLBaj855D0kccnobgVVVVuOOOO3p/XrlyJebMmcOFz3twdPe9AGF39z0geWefi4XOq6vNgxJVdafwpZlTKiiilLxypE/fA5K3ScY9IhG6FkcdRec8EtF+Z6dIrFEwL6fvperucwvh5hEpZzKinlRhYXYWDxWBWFeXcyK6cEmNG5feNZbrShmJ76ksKomts4UoJZOL6XuZwK3FQEXxrti52e57gHeilKqS8LRqFTlbCwqM3dupItaud+7UhHm/O6USFToXQrb8ukQYlaSIRKig//jx2mYJTOZxqzZiMuyk79kRpazGGnV1WhsUbikxbkYi9HvGGHl+m8spfJ7KHeXl5Zg2bRruvPNOlJeXY9OmTVi8eLGXh+Br9Ol7uTIJtipK2cnV5oDeG8ycUkFJ3zMSpeRj7+jQBotcuR/9QLIC2nrxItF9blRTSp6IelH81w4ik/3TT+nzycfll9Q9t9DvXOSEEyLdelKC0lLNdWUkZIri+XYWlRKJUtzfeIM+/nDyvPfrR2OaV6KU3B6NUnbc3n1PVYF164BFi2hXzrFjnatxJESpHTvoUVG8LSJtBys1pcTrurrsLa6IhVaf7lvEQGuXfhGl0nVKWRWl5E1q+vcH9u6lY+EC/MkJhTR3WWsric25iOdh+JQpU3prSjHxuJq+52OsFjoHrOdqsyjlDdnilAqFtGMOhajddXezUyoTWKmNdskl2uuTiRdGNaXkiai4rn5xSg0bpqWKffqpJlIBmlMq06l7biEHv06JUsIplerOewK7TikraWBClDLaWNhITGWcx01RKpNOKSO3htuiFABcfDHw4IP0P/LznRNIhCi1fTs9Fhf71wlvpaaUeF1Li33Hr4/3LWJgb6dwJ0nmlDKrKSXGGPG6rq740hZWRSm5DYp74L33gGee4QL8Vigu1kSpXMUna8MMYO6U8ssKvluIz9fdrRV4SyRKNTUlv2lZlPIGuTgfEDynlH7nPUFhIbUxo0GcRSl3sVIbTV9fzooolWz3Pb/0s4pCxc7feYeKnRuJUtnqlFIU6js6O50L6J10SgGJnVKAPaezSHFgp1Tm0ItSTm4wIyaHbo9rfih0Lti8me61sjItpcxJp5QsSvkVs5pSRk4pwJooJafv+XjfIgaZS9+zUlNKP8cKhTRxV1/nLJWaUqIN3nYbjWv6TWoYc0pKgMZGFqUYn5DKSms2IHd4nZ3UMSYSpYDkExaj/HvGebLFKaUvKsiiVOawWrBYFJZOFtAbiVJGu+/5xSkFxItSs2Zpz2d7+h5AfbxTolRTE6XcAc6KUqLNWakpxel7/iYbnFJGjoZMpO+JujH/9V/Op5QJUUrcz36tJwVYK3Quv86KKCXvKO3jfYsY+Dd9D0g8x9KLUqnuvqeqwO9/TwILF+C3jn4+lYuwKOUjcr3QOZBclLK6ApGLhc4zQdBrSomg0UiUAliU8jPhMPWVycQLozQoo933/NTPTphAj5s2xT+f7U4pwN7OiskQLqnhw9PfBciuU8pO+l6iQufc37iL2zWlgMym73nllHI7pUyIUn4vcg7E92GxmHmbstPX5eKO0kHFjV1krWBFlGpvj59jyX1BXp7mxJNjcbvxfCRC9+ugQdRunXJLZjssSrEo5SvMRKlsH4TkTjFZYChuWi507g+C7pRKlL4HsCjlZ8Jhai9WRSmjFUHZKRUEUUo4pbK1phTgbD0Op1L3AHd330tUU4r7G3dxs2yCV+l7RotBiWpKudGm3E4pE6KUwM+ilDj3QpAya1N2nFK80BocrM5TnMZMlMrLo3YTi2ltLZFQ2tYW32fZcUpxAf7U0ZdDyUV8FIYzqay0ZgNia9yuruSCnNUVCBalvCHoTimz3UVYlPI/dvsCs0LnqbZZNxk/nvrFgwfpa+BAej4XnFJOrjI7VeQccMcplaimFI9h3iCuW7LJWir4odC5UfqeG32d2yllelHKzzWl9Bs2JKspZaWv4/4gOGTKKWVWU0pR6Jja2voW3zcTpcQCGGC9v+AC/Okhxotcdkpx9+YjcnX3PcD6Zxer6Fzo3B847ZSSRQIvYFEquFgtEmu1ppSfnFJFRcDIkfS97JbK9t33AHfS99xySsnBejpOqUOHtPQcAfc33hD09D3Z/WDklPK60LlbhMPxDhA/O6UKCjRHU0dHYgFAvCYZXCc1OPitphTQtz9IllIqRKn8fOvuvERuyZoaLsCfDE7fY6eUr0hl955soaCAOnCrohQ7pfyBU04peRA9cgQoL0/70CzBNaWCSzquSaP0PT85pQDadW/7dqC+Hpg2jZ7LBaeUU+l77e3Ap5/S95lwSllJAxNOqe5umlDIda+MaqExzuNm3OWFU0re2t3IKeVV+p4XVFQknnj7BUWha9He7rxTitP3/E+mdt9zQ5Syk7rHBfjTg0Updkr5ilzdfQ+wvlpptbMXq0o8gLuLnDvf3a0FTnZXYkMh7b28TOEz231Pn9IBsCjlN6zW4whioXPAuK5ULuy+51Tqw+bN1B8NGEAFV9NFiFJNTcaCUypOqXBYE+H0daW40Lk3eJG+5+aYJvd/8gQy0cKK3/o6q8gpfH4WpYB4wSlZPGunphT3B/7Hj04pvQCaTJQSfZbdnfeY1OGaUixK+Ypc3X0PsC5KcaFzfyGuRyyW3m4dQGbqSnGh8+CSTk0po/Q9vzmljESpXEjfc0qUEql7Eyc6szghznljo/Zcuk4pwLyuFPc33mAWezhZ6NzNSYY8Rsnt0chx6Mf6eXaQRSk/15QC4gUnszZlJ32PnVLBwcnNOuxgVlMK6CuAWnVKBbWvCCJcU4pFKV+R6+l7gPVC5yxK+YNwWAuS5JX+VAL6TIhSZk4pFqX8j9XUh0Tpex0d2kTNb9dViFJbt2r9IjulrONkPSlAE6WEMAgkdkpZdTrLdaVkOH3PG9yMu7yoKSXGKH3tl0Q1pfzW11klSE4p+fybpe/ZcUpxTangkKvpe0x6cPoei1K+ggudW68pxaKUP1AU7ZqYTdaswk4pxg5WA3qjvkCeiPrVKTVsGAWXXV1UGykWy42aUk4F9GLnPadEKaNzLvdzqYobyUQp7m/cRZ++56Rw42X6ntkYJotSQXffB12UMhMAePe97CIT6Xvd3VpfYEeUMnPvsVPKe1iUYlHKV6Rq/88GrKbvsSjlP8QAKJxSoVBq5z2TTikWpYKHVUeNkeNEFsH9WlNKUTS3VH09BSqiX8sFUcqKe8CMaFRLe3RKlOrXL96Jou/nzBZWkrUrM1GKa8h4Q9ALnYv2ph/Dsm33PSBYopQsODnhlOL0veDglNvXDnIfwzWlggnXlGJRyleIzoELnae/+x5bnb1DdKTCxZHqyorf0/d4kugv0qkpJV9fvzqlANqBDyCBRd6iOZsDRSecUtu3U7sIh4HRo505LkWJD/b17UUvbjiVvsf9jbu46VD3Mn1P3yckqikVNFGqrg6IRIxrSkUi9Hu/YVRTKh2nFMe0wcFq7VsnEe6a/Hzj+1svgCZz77FTynvYKcWilK8QN78YwHIpKNWLUmYdpgi0kt20vKrkHaIjFU6pVANeTt9j7JBOTSmj9D0/TtSEy2fTpvjUvWzu15xYZRapexMmODuJkwvM64P1VMUNrimVWfR9vZMOdXlyKvohpzErXp5N6XuhEFBbC7z4ovZcSQkJUrW1/rxH5H7MiULn3B8Eh0w6pcwchHZrSrFTyntYlAICNjRlN6na/7MBqxZ6q04pTt/zjlxxSrEo5S+sBvRGwbwsggfFKZULO+8BzqTvOV3kXFBaCuzeTd/rx2WnnVLszPSGVK+bFcSYBtCk0Y1718wpJe6jri5qS6GQvwX4RKgqPd5zD7B/P1BZCTzzDLB0KVBTo/3eT1gpdM5OqezE6uK5kzglSonXcaFz72FRikUpX+FmcOR3rK4y8+57/iMbnFJ6UUrv3ANYlPIbdtP3jEQpefc9P07Uxo8nV9SBA5SSBmR3PSnAmfQ9IUpNnJj+8ci46ZSSdy+18/dMeriZvldQQO/f1eWeKGXmlBITY4D6yOLi4IpSAAlP0Shwww0kDHd0APPm+VOQAoxrSpnFs1xTKrvwo1OKa0r5HxalOH3PV+Ty7ntWa0pZzdVmUco7guyU4vS94GK30Ll83YKSvldcDIwYQd+/+SY95ooolWpAH4u565QSJHNKWXU69+9Pj2ZOKR7D3EX09W7FXW7XlUq2WQeg3Ut+7uusUF1NLqn+/Wny7VdBCogXnJI5peyIUtwf+B8hCHd0aA43txFChojH9egF0GSiFNeU8h4hKLa2etdu/AZ3bz5CDFhu7ALjd6yKUlZX0dnq7B1Bdkrx7nvBJZ1C53J/Y+Y08AsihU+IUrmSvpeqKLV/P9DYSI6C8eMdOywAmakpxf2Nu1iNPVJFTDTcGtfEGKVvj4oS7wiNRrW4KKiiVCRCotTEiRQnRyKZPiJzjGpKmQkAVkQpjmmDg96l6AVOO6XEPJSdUt4h5lKxWHrlC4IMd28+IpfT9+zuvpdMlBJ/z1Zn9wmyU4prSgUXqwF9svQ9v7sHhNtn/356zHanlNW6gWYIl9SYMX3v63RJ5JQyW1RK1q7k9D15dZQLG3uD2w51efXbDcwWVoD4RTzRLgH/9nWJEEXNa2qAFSvosbbWv8KUlULnVgX4WEzrGzim9T/yuOPVDnxOFzoX+HWxLhuRxcxcTeEL4NCUvXD6nvVC521tNEibDdC8quQdQXZKcfpecHGippScvufX4Es4pQTZLkrZKf5rhNh5z+l6UoA9p5TVRSWRvtfdTRML0Q9yf+MN+vQ9pxcD3R7XkolShw/H1zUCgidKyYKUSNkTj7W18T/7BSs1pawurMhiNfcH/kdR6Np2dARflGKnlHcoCs1x29roepaXZ/qIvCdgQ1N2k2pNimzAqiAnRKlolF5jdm44/9472CnFZAK7NaXMdt/zc6FzAJgwIf7nbBel0k3fc6ueFBB/7q3WlErWXxQWaoHooUMsSnmN24uBYnx0q6aUOO5ETinZEQr4t68zIxo13mVP/CziPT9hpaaU3YUVgJ1SQaGoiK69V+l7yWpK6WNadkr5k5ISigXYKcVkHHZKWRelALppzSZoLEp5h16UYqcU4wVO1JSSJwx+Db4qKylQEZPabK8plW76nl+cUnYWlQYM0EQpUdjeqN0yzuN2TalMO6WAeLeOogQvLqquNv+d3xxSAivpe6k4pYJ27XKVoiLKHvCrUyqZe8/sZ8Zdcn0HPhalfAQXOk8eGObn03Pd3dS5molSnL7nHaITFZOodJ1SYucJL1YE2SkVXJyoKeV3p1RdHR13VRXw7rv0nOjzIhH6bIkmbEEknfS9I0eAXbvoezecUolEqXRqQg4YQNvcy8XOub/xBrPd95zqD8Qk0e3d94zGXaOaUtyevEEWAUQ8aiYA2HFKcUwbDNJ1/NqF0/eyA7edtX6HuzcfkWqh1GxAniTGYolXia3swMeFzr1DbxdO1ykVi3nXISdzSomJCsCTRL+h3+LYDKs1pfzYz4ZCVDPlwAHtudJSrcZKNk5Q0nFKbdpEj0OHarWanMSN3feA+GLnAi507g1eFTr3S/qeXx2h2YYsOKXrlOL0veAhxjGvHC8sSmUH7JRifAPvvkefWR6AjT57URF1wIlEKbOVKcZ59KJUqkFvQQEFbV1d5HgQIpWbmKU+sFPK/zhRU6qjw99OKZGa8rvf0XFWVgIrVwJLlxrXWMkG5Im0XcekSN1zwyUFJN59L53xWwhoslOK0/e8IVvS9xI5peT0PT/2c9mI3I+Ja6NvU+I1Iu41E6A5fS94pJuGbheuKZUduL1bq9/h4clH5HJNKfmzi88NmItSQGJRSgT0vKrkPk45pRSFAvhDh7yrK8Xpe8HFiZpSXV1af+vX4EtVge3bgd/+llK8OjqAefOyU5AC4u/Fjo6+92Yi3CxyDlh3SslbuNtxShml7/Ek1F3cFqXcnmRYcUol2gGOcQf53Is41MwpBdB1NOvr5JiY+4NgYCWjw0msOqXsilLslPKWXHdKcffmI+SJUiyWu+l7TopSPIC7j1OiFOBtsfNoVAvUk4lSyVJKGe+R0yPklWQ9idL3xN8D/u5nb7hBO/6iouwVpID4e9HuKrObRc4B604peQyzWugcYKdUJvBKlMpEoXMrKWSMO9gpdC5eZwY7pYKH35xSZul7idok4N/FumyFa0oxvkF0DmICnEsrW06LUlzo3DuCKkrJwUKy9L1kKaWM94ggSxbwjUiUvgdog7+fg6/Fi6nY+aRJ1BYjkUwfkXuEQlofYmeVuasL2LqVvnfLKVVSorkeEjmlko1hehI5pbi/cRczUSobCp3LE2O/O0KzDVkQNIvl8/K05xLVlZLjDyYY+NUpxTWl/A07pRjfIAdB8mprLgSldkQpK2k7XOjcO5yqKQV4K0rJQWAip5Re9MiF+zEIWF1lTpS+B2jBnF8dBKKo+XXXAa+8QrWkamuzW5iyWsReZvNmGjdLS4Fhw9w5LpFiDLjvlOL0PW/wqqaU26IUp+/5CzmGSNSmrMSzcjkKjmmDgYiL/SJK6Xd65JpS/iTXRSmfhuG5iXzz56ooJX9uswHYSmfPhc69I+hOqfz8vu1MHpj1k0xuU/6goICuWyxG19KsML7R5D4Uoq9oVBv8/Rh8CUFKLmouHmtr43/OJsJh6gPspD7I9aScnrjV1VF7UVUSvQ4f1tpLJELt6LTT6OfOTk0AANgp5XfEdYxG3XGoc/pebmK086HRuS8sJEEhkQDPzv/gYbXmpVNYTd8TRfXZKeVPWJRifIPcOciBbS4EpUapD2af24otlgude4dIERAEzSmVKJgXr5NrOuTC/RgEFIWuU3u7facUQO20vV3rR/w4WYtGjXfZEz9na1pHKqkPQpRyo55UKKSJgGVlQEMDtR9ZNDRzSlkZg1iUyhzyeGUl/rCL2+l7dgud+7Gfy0as1JQCjDdV0cPO/+BhpcyIU8jzxWTpe0Bi9x6LUpmFRSnGNygKDVpdXfGBbS4EEUbpe2ZBIRc69xehEA14ThSMzoQoZbTjjV4gloNBniT6ByFKWanHoe8LhCgl8GM/W11t/rtsdEgJUknfc3PnPdmdJo7t1VeBTZs00VDUs5LHMCMXphFClGpqIgFcUbjQuVe4LUq5PabZrSnlx34uG5H7sETnXp9WZQQ7/4OHlzWlZME7mVMKiBdKWZTyFyxKMb4iL0/bpjyXVkqdFqXY7uwtxcVaUBUUp5Q4XqNBV7hwOjroSwSTXNPBX4TDQHOzNaeUkSiV6Gcmc9gN6GMxd0UpQBOmfvYzEo927wZ+/GPtedkpZdfl3L8/PUaj1PeVlubW+J9JzGp5Ol3oXMR1TvcziZxSnL6XOeTrISaYiWpKWVlY4dgjOHjplBKiVDhsPl7Ipgc7ohTHRd4ixotcFaV4yu4zjFIAciEoTUWU4kLn/kFenckGpxRgvVApkznsbHqQTJTiyZp/sFuPY9cuCswLCoAxY9w7LlWl8ScWo2OU3Wp2UtD1FBRofahI4WO3rzeIyRoQX//Hqb5eHhvdSOGzUug8WV0jxnnkuEJcd6M2ZSV9j/uC4GFlnuIUyepJCeT+wGyM0sdF7JTyllx3SnEX5zNEwMDpe8lFqUQ3LdudvUUeDIPmlGJRKrjY2bkoWfDFK4L+wW763saN9Dh+vLvjZSQCDB0KVFWRu0neAVG0n+7u1IQNfV0p7nO8w078YZe8PK09uylKGfVfsuOQ0/e8JS9Pa0PiGhmdeyt9HTv/g0cm0vfM6kkJrNQ5k9stwHGR14i5lFs1CP0Od3E+I50UgCBjJMal45Riu7O3BNEplSh9T36eRSn/ks4qMzul/Ivd1AchSrlR5FwgippfdRWwfj1w5ZX0sxCmRPuJxbT2mIoo1dREj2YOP8Z53Haoi3HNjYmG1ULnubTI6Rf0C16p1pTieDZ4ZCJ9LxVRKpF7T/894z657pTi4clnpJMCEGTsrFTa2X2PA3pvCKJTKlHag/w8i1L+xY5TimtKBQcrEzUZt+tJybvsiZQ9ufg5AFxyifb6VDZ9EHWl9Ol73Oe4j7j33errS0qAAwfcGdesOKU4fS8zFBbGC5GpOqU4ng0eXqTv1dVRmxAp67IoFYlQu5E3SzGqMWcmSglRhOMib8n1mlI8PPkMTt9LHhQKAYRFKf8QRKcU15QKPlYCejPHiV6M5GvrH+zWlBKilFtOqWg0XpASiJ+j0fh+T4xNqabvxWKcsuMlbjulxEQjUzWl2ttZlMoE+tgikSsllYUVxr944ZQKhWhRZOpU+lnE4fIiiowc0ybKxGGnVOaQ57diJ95cwrXhacOGDbj66quxfv36uOfr6+uxZMkSVFVVob6+HnPnzkV5eblbhxE43Kxt4Gfcckrl2g2dKdgpxWSCdGpK6SdnvCLoH+ysMh88COzfT319VZU7xyOvNusRwpQQkQBtbLIjAMiilOhvAO5zvEB2qLtRNsHN9D0rolRbG4tSmcCOKMU1pbILuwsrqSDGnjvvpDGjpMTY1Wt0TJy+50/EXCoWo347WfH6bMOV4UmIThs2bOjzu4svvrhXqKqvr8fVV1+NxYsXu3EYgUQEDHJHlgtBaSqFzhOJUlzo3FuC6JRKVujc7ZQOJn2srDLz7nvBw076nnBJjRyZ2QBO3nI7HadUUxOLUl7j9gKEW8VrYzFNbOLd9/wH15TKXaxsyOQEqgqsXg0sWQIsWkTjoJEgBVgXpcTr8vO5zXlNOEznPBajtsOilAPMmTPH8Pn6+vq4n6uqqrBy5Uo3DiGwiIlSrolSYrCORrXCnemIUjyIe4vTTqmuLgqk3Vyl4ULnwSedehzydc/L477CT9hxSrldT8oOBQXxolSqNaVYlPIWrwqdO73YImIlgNP3/Ij+mnBNqdzBC6eUoKSE4pfCQmpjRoKU/pisOKXYPe49ikLzqZaW3Kwr5WkXt3LlSlRUVMQ9V1FRYeioylXEoCULLrkQlMqdn+jEk6XvcQ6+f3DKKSUXanTbLcU1pYKPU+l7PFHzF3YCei923rOK3umcak0p0WbtvgeTGuK6dXRoLmsn+wS3akrJQkaiQudy+h63J++w45Ti9L3sQiysyH2KGzQ3AytW0P8YNIjuc7EjrB6rMa14HafuZYZc3oHP01C8sbHR8PkDBw4YPt/e3o52KSptEnslZzEsSiVPfbByw7Io5S1OOaUUhQL4lhYSpQYOTP/YzGCnVPCxIl5YSd/jFUF/kUr6nl+cUkD6hc5lpxSPYe4j2ptbcZdbNaVkp1QiF46oTwJwX+clVmpK2dmsg928wUGIUgCNY/LPTvKrXwG7dgEnngi8+KJWUwqwVlMqkVDKfUVmcCvdOwj4Yn3YTKxasGABbr/9dm8PJsPkak0pOzsX2XFH8CDuDU45pQAK4IUo5SZc6Dz4mIkXYqtkVe3rlBJbJcvXnZ1S/sJq+l5rK7B9O33vJ6dUuqKU7JTiMcx9xORLXuhyY/c9p8c0MYYVFBi3E1kUERMc7uu8w6nd97hGavCQr31bmzuiVCQCPPYYUFmpCVDi0UiYspu+x06pzMBOKQvcc8892LRpk+nvZ82ahZkzZyZ8j/Ly8j6uqAMHDpjuvjd//nzceOONvT83NTVh9OjRVg85kOhXWkOh3AhK7RSJlW2x0ajxSjIP4t7ilFMKIFFq715O32OSY5b6ILZKBuJdk/LONPLkjFcE/YWVHVYBoL5eS1tw01VpFSecUk1N8XUVc2H8zzRuO9TdSt8T7cRs8igKFcdiwOHD9ByPYd4hXxezWN5OTSnuC4KDqPHU0ZF8HEuVzk6qRVhRAZxxhva8EKLkxQ2Aa0oFBRalLDB37ty0/9nMmTNx991393l+2rRphq8Ph8MIm80Ys5R0alIEHSFKJfvselus0e4EPIh7i9NOKcB9USrZ7nssSvkfM9ekvFoo2uazzwLr1mk70/z5z9rr2T3gL6xM1AB/pe4BfcWNVAqdR6NUJwTg1D2vMHKrBCF9L5nbV0yM29u18ZT7Ou+QYwuz825n9z3uD4JFURHdo24VO//MZ0iQKi8Hjj02/ndGxc7lmDZRjTl2SmUWFqVcpLGxsdcJVVVVFfe7+vp6TJs2zdQplYvoV1pzKYAoKKDPbTV9D6DXJhKleBD3BiecUiLlykiUEilX1dWpHmFfOH0v+CRK5RVB2S23UFs6eBC48UbteU7f8y9WC52LIud+EaXScUoVFGj19A4etP/3TOqI+1+eBDgZO7hVI0RO3zOjqIjuI/G/2f3gHXKsanYvc6Hz7KWoiJyvbjml1q6lx9NPt7YALy/2cPqef2FRymFWrlyJFStWAKC6UNOnT8ecOXMAAIsXL8bNN9+M6dOnY926dVi8eLEbhxBY0qlJEXSsBvSKQp1re7t5Z8+ilDcIIemUU7TnRBu2KySJlCuRhiOCaDnlykmSOaVEe+zsZFHKryQTL1QVmD+fgvpwOH71kNP3/IvV9D2/OqVSdToPGED9nqhywOOXNxjFHk66rN1y/yZbWAG0e0n8bx7DvMNppxQ7/4OFnV1k7RKLaaKUnLpn9XiMYloRzxuJUm4sDDPGsCjlMDNnzsTMmTNxxx139PldVVVV7/NCqGI0WJSy9tnF6h+LUplFCEn79mnPFRSkJiQJweAXv6D3OHw4/n2M7MjpwLvvBZ9kq8yRCPURiqLVlBLtSBai2CnlL6yk73V1UU0pwB9FzoH0nc79+9NOSkKU4v7GG/S77zl93t2qKWVFlBK/4/Q975GvSzLnv5WaUhzPBgtRasQNcWHrVhorCgoAkwo4fUgmSol4ftw4+lmMZ24tDDPGiPGCRSkm44hOQEyYcymAsCNKJVuB4EHcG8QE/+67aSJVWQk8/jiweHFqQpKqAs89BzzxBLBgAb2fG4IUwOl72UCifiASAe69Fxg6lNrRZZfF70gjX3d2SvkLK06pbdvIxVhSAowY4c1xJSPdRSVR7JzT97zF7cXATBU6B/o6pXIppsw0dpxSLEplH1Z3kU0F4ZKaMsX6zn6yK88ophVx9oIF2uvdXBhmjGGnFOMbctkpZSf1IdlNK3Lw2e7sPqpK7fXmm4Hdu2mwu+qq1AewWbOAf/+bgrT8fPcGQt59L/iYiVIikPryl4H//AcoKwOuvJLEJyFMiZQagCdqfsNK2oOoJzVhgn/6+XSdUixKZYZ0aoFZQU7fi8Wca69Wa0oBmiDGfZ13WKlbaMUpxTWlgonVNPRUkOtJ2T2eRDGtqtJ7P/oo8NBDwJgxLEh5jVs1CIMAd3E+Q++UyqWglJ1SweWqq+j6iXz0dAawDRsoCOvuphSdSMS545Sxk74n2lMu3Y9BwKwfiEYpkDrzTPp56FB6VFV6PhrlmlJ+Rg6exYRMj9/qSQHpLyqJHfg4fc9b3N5gRjilYjFnXRNWnFL637Eo5R12Cp1zTanswy2nVGMj8P779L3VelJA8vQ9wcUXU1vLz3d3YZgxJpedUjxl9xm57JSyW1NKfq0eFqW8ZdEiquty3HE02KUqJEUiwAsvULrV7NkkINTWuiNMsVMq+JilPlRXUyC1Zw/9PGyY9jtVpd9bqffBZAbRv8di2sRbjxCl/FJPCkh/UUk4pbjQube47ZQqKtIEBSdXv+0UOhewKOUdnL6X27jllHrlFRobJ04EhgyxfzzJRKnt2+m9R492d2GYMSaXa0pxF+czWJRiUSpoiFSpefOAVatSF5LE+1xyCYlSBw9qzhY3hKlku++xKOV/kqU+7N5Nj8IpJSO7o9gp5S/kSbbRKnMslp1OKU7fywzi/heTAKfPu6K4k5JhJX2PRanMYafQeSI3DafvBRNxzzstSqWSugfEu/K6uuh7fbuMRGgXvu9+F1i50t2FYcaYXHZK8fDkM/R1lXIpgEhFlOL0vcxiVARRPMpFpa0gUq4uvBBYtowsyrGY9vfimjpFKoXOuT35i2QB/d699GgkSsl9ay71s0EgP5/utWiUrm1ZmbZdtXDANTfTGDFunH+2q07XcSNEqUOH6JH7G29w2ykFUF2plhat4LgT2Cl0LuC+zjvsOKU6O83rjXH8EUysCI526ewEXn+dvreTuicfj9lCq5PxPJM6uVxTiocnn+FFcORX7BQ6T7bVKhc69wYhJOkHqlSEJDGhFIF2Vxdw+DBNSJ0eCOXaHslEqc5Odkr5FX3tIf39nsgpxbvv+ZuiIgrKxH0qtqsGqLg5QILUww/7Z7tqMYYJwduuACBqSonxi/sbb3Ar7pKFVP0OfE4IqeyU8jd2RCmArqeRc5udUsEkWUZHKrz5Js17Bg0CJk2y97fJ0vecjOeZ1GGnFOMb7Agz2YaTTileWfKGRAF1qkJSQQFQWkqC1IEDJEo5TXe3FujZcUrl0v0YBJIF9KKmVLL0PZ6o+Y/CwnhRSl6xFSl7TU3+2q5aLw6k6pRK9e+Z1HBLlJKFVFmUkh0J6cA1pfyNnULngLkoxYXOg4kbNaXk1D277UE+HqOFDzfiecY+uVxTiocnnyGCI5Hvm0sBRCq775l19ryyFGwGDtREqbFjnX9/uQYR15QKLvK10wf0sZiWvicXOhfw7nv+xmjhQQTGt95K6XsjRgA/+pF/Amb9eJ2uKMXjlze4teuxLKSK1e9//YvSb5wQUlmU8jfydTE773KqslltRC5HEUycdkrFYpooZTd1DzDe6ZFjWv+Ry04p7uJ8RrpBbZARgaEYmBN99mQFBHkQDzYVFfQoCv46jTwomwkSLEr5n7w87ZroXZMHDpC4ryhkdddjZcLAZA6zehyqqqVrlpb6R5AC+vYldtsVO6UyQ7oOt0SIzTrefx946y3g6aedc/axKOVvrDilgOQ78PEiazBJltFhl/p6cn+Hw8CUKfb/3qif4P7Af8jzW3Hv5wrcxfkMFqU00nFKsSgVbAYOpEe3RanCQnMLNItSwcBo9Q/QXFKDBxtfN07f8zdm1zUSoTpvikJfftoVKN3xOz9fs+6n8vdMargpSgEkQJWW0gTj8GHnhFQudO5vrNSUkl+XzCnF6XvBwun0PeGSmjrV3OFv5XhkeIzxH0KUAnLPLcVTdp+R7kprkLET0CezxfLKUrBx2yklgr9EAzuLUsHAzFGTqMg5EN/Xcvqe/zBaZY5EgPvuA4YMAU4+mWpg+Gm7aifGb9ktxf2NN7gdd0UiVMReUWhnxbvvduZ9Uyl0zm3KO+w6pZLtJs3XLlg47ZRKJ3UPoH5CL2xym/If8mI5i1JMRmGnlEaqolQsxrvvBR3hlDpwwJ33T7bznvy77m5rKaVMZjBLfUhU5Bxgp5Tf0YuNojj0JZcAlZW04DB3LqVC+UWYcmL8lkUpXlTxBjedUqLdXnMN8NWvUtv961+daa9WnFL637EA7x1WU8TZKZWdOFlTav9+4MMP6fvTTkvtPRSlb3/AY4z/UJTcrSvFobjPcNtG7mdSSd8zWoGQc3C5ww0mwinllihlpRaH/Dund2VinMOsLxCilFGRc4CdUn5Hf13FdtVnnAEsXgyUl1Pw5qftqp0Yv9kp5T1uxV3yLnuqSu+7aRNNVsWufOmk8llxSomJsYAFeO+wKkolc0qx8z+YOClKvfIKPR5zjHGNTKsUFmrtLBRiodOvFBfTTq0sSjEZRR8M5VJQaiUwrKujjlRsCS7fsJEITUwuu0x7jgfxYOJ2TSkr6XtyexTtLJfux6CQLH1vyBDjv2OnlL/RX1exXfXrr9Njebn2Wr8UO3fCKdW/f3p/z9jHLVFKCKmifZ53HnDvvdSmL700fSE1lZpS3Ka8QzhTOjrSK3TONVKDSaLFc7uI1L3TT0/vfcJh2rkW4L7Ab4j5rar2dUqJ+a2Ig7IV7uJ8BjulNIw+eyhEK4wrVtDP+tQOsbWu/HomeHhV6DyRKBUKaW2QRSn/Yhb4iULn7JQKJmZFYkWfIPoIP+G0U4rHL29wq2xCdXW8YDpiBDBpEjlfRoxIf4Jh1/ELsADvNaIfS8cpxel7wcQpp1R7O7B+PX0/Y0Z672W1zhnjPWJ+G4loG560tsbPb7MdHp58Ri7XlLLy2UWA95e/kNo/fHhfi7w8sOfCTZyNyIXOYzHngzErwbz4fWsri1J+xmyV2U6hc56o+Q+zOiuNjfQoO6X8gr4dcaHzYOClcHPeecDHHwPPPw986UvpvVcqhc5ZgPcW0baslKMwc0px+l4wcUqUeuMNmtcMHQpUVaX3XixK+Rcxv62t1fqNf/2LUjdlx202w12cz8jl3fesrjKrKhW7bWgAVq6MF6QAbac0gFeWgoqYcHZ10RbaTmPFKQVoAwOLUv7FyCnV2ak5aliUCibslOJJqFd46VA/7zx6fOstKl6cDlYWV/Q1pXgM8xY7TikzUUrEtNwfBAtZbJRr3drlpZfo8fTT05/TWK1zxmQGVaX57Icf0hixdGnuCFIAi1K+I5edUnYCQ1Wlzrmri14n37Bc6Dz4FBYCpaX0vRvFzu04pQAWpfyM0SqzSN0Lh+Nr9MjIRT45OPMfZmmZQXJKcU2pYOBl3DVsGHDssRSnvPhieu/F6Xv+x4ooxU6p7EQWhFOtKxWLAS+/TN+fcUb6x8ROKf+jqtRfiCyRXBGkABalfAeLUhqJPvtTT2nfi5xbAdeUyg7crCslAgQWpYKPkXghFzk3W1lUFK3P4ZQW/2E2UfOzU4rT94KJfhxw+7wLt9QLL6T3PqkUOmdRylvE+bdS6JxrSmUX8r2Xagrfxo3kqCwqAiZPdvaYeHzxJ5EIxa5HHw2UlcXPb7MdnrL7DE7f0zDrMCMR4P77abXx5JOBCy7QisMBLEplC26KUlZ23wNYlAoCRgF9oiLndXVaXyH6HNHPRiL0eybzmKXv+dkp5XT6Hvc33uD1YuC559LjO+9ofVUqpFJTKpdiykwhjzH6mlJGY0wypxTvvhdMxO6LQOqilNh1b/r05IuoVmBRyt+IGsnXXku1pObOjZ/fZjs8PPmMXHZKWfnsclHz998HXn0VmDIFGDeOngfii4fyylJwEcXOOX2PSYRRQJ+oyLnY4QSId0rJfQuTeczS99gpxTiN14uBQ4YAJ55IotQLLwAXX5za+1gZx+RJqJyyzLiHPMbI6XtmY0wypxSn7wWXoiK6T1NN3xOilBOpe0B8X8Hji7/Qb9oFxBc/l3/OVliU8hleFtz0G1Y+ezSq3bB//jM9t2MHMG+e9ntRFJKDr2DjRfpeMqeUaJNdXfSYS/djUDASL/bsoUcjUUoe5I8cAfr1A555hiaHuVRQ0u8YXddYLPudUnJNKZ6EekNeHsULYvLvRT9/3nkkSj3/fOqilN30PXZJeYM8xoj7+ZVXgI8+Mh5jkhU65/S94FJUBDQ1peaU2ruX0vcUBTjtNGeOh51S/kWe38qIn+UsoGyFhyif4cRKa1CxEtBXV2vfjxhBjzt30qO4cfftM/97Jji46ZSyu/uegNuU/0gkShml7wFaX/HDH9LE7vBh4LrrWJDyE6JIrHxd29q0n4PglEqlv8jPB0pKgJYW7m+8QlHovAuRx4vzfs45tLD2wQe0k3Blpf33sJK+l5dHX93duRVPZhoxlvz85ySk79kD3Hyz8RhjtaYU9wfBw8zxawVR4Py445xbhGFRyr/I81s9uRKb8jqcz8jl9D27q8x6UUrAq0rZgRc1paym7wly6X4MCkYBvVzo3AxVJeGzoICKSebKoB8UjK6rcEmFw323uvcD6Til5Do0IoVPOKW41pn7yNfOi36+ooJqYgKpFTyXXeHJxjErO8AxzqOqFMfk59M9bTbGWK0pxTFt8BDjlCgBYQenU/cAFqUYf8OilM9gUUoj2WcfOZIed+zQbPcAF4XMFvy0+54gl+7HoKAP6GOx5E4pgCb6lZXASSfR3+RKIcmgYOSU8nM9KSC98VvUoYlENFEqL0+rM8HjmbtkotaK2IXv+eft/61wdQHJdw9lUSozRCKUvnfyyXQNzMYYq+l73AcED6NxzAptbcCGDfS9k6KU3M9xf8D4De7ifIaixAdEuTQJthvQDx9O56u1FTh0SHuei0JmB34qdC7IpfsxKOgdNUeOaKuSRjWlgPiCkitW0GMu7XASBIzSHvxcTwpIr2C2qmrtcNs2em7dur6FTxl3kK+VV/382WdTnPLxx7S4ZgdZwGCnlP+wM8Ykc0pxTBtczHaRTcbrr5PwPHw4MHas88cDcDzL+A8eonxIfr5my86lTsOuU6qggNJz9uyhgE5MVLjQeXYgO6ViMWevpwj+uKZU8NGLF8Il1b+/8fXlHU6CgVH6XjY7pYC+dWh27gRuuYXboxd4nb4HUMwyZQpNQF94AfjWt6z/rRjD9AuZRrAo5S12xxirNaU4pg0eqTqlROre6ac7e91ZlGL8DOvuPiQTwZEfSKUeh1FdKS930GHcQ0w8u7qoELWTcKHz7MFMlDJzSSXa4aSmJjd2OAkCRsF80JxSqfQXqkqFzmMxatssSHlDpuIukcL33HP2/k52+yabtLIo5S12xxirNaXYKRU8UnFKxWK0WyMAzJjh7PFkIk2ZYazCQ5QPkQOHXAoiUgnoR44E3nwz3vrOq0rZQWEh0K8fpWMdPEjFqJ2C0/eyB309DlHk3EyU4h1OgoEsNgqnZNCcUqmM35EIMGgQCVMlJfQzt0v3yZQoddZZwB/+ANTXA59+CowZY+3vRE2pZGMYwKKU19gdY6w6pViUCh7FxfRoR5T68EMa60pKqOalk7BTivEz3MX5kEzUNvADTjmleADPHtwqdm7VKeWE84FxF71Tau9eekxU5JzxP+K6yruMZbtTSqT9XHkl8NprwBVXcK0zr5CvnZfiTVkZMG0afW9nFz4hwicrcg5o9xKPX/4kWaFzrikVXIxqIybjpZfo8ZRTnO+L2CnF+Bnu4nxIpoKjTJNKPQ4WpbIbt4qd8+572YM+6EvmlGKCgSwYi2ubzU4pszo0XITfGzJZNiGVFD47TinxGisCFuM9XFMqexFp6HacUi+/TI9O7ronYKcU42dySPIIDuyUIqym7wGcvpetuOWU4vS97MFuTSkmGOTnUx8ei1FA36+f/51SoZB2zIC9/iJRHRrxe8Y9MilKnXkmtfetW4HNm4Hx45P/jR2nlJgY59IiZ5DgmlLZi12n1O7dlMqrKMCpp7p3PADHs4z/4CHKh3Chc8KOU6qxEWhp0QrEWv17xt+45ZTi3feyB33qA4tS2YGi0P3Z1qZdWyFO+1WUUhSa+AsXi53+gmudZZZMxl39+lGqztq1wPPP2xOl7NSU4vHLn3D6XvYiBOHWVmuvF7vunXgi7SDsNCxKMX6GuzgfIncUubSylUr6Xr9+wIAB9L1I4WOnVPbATikmGfIqczSq1ZRiUSr46IudC6eUX9P3gNxdVAo6mb5un/0sPT7/vCZCJMJK+l5dHaV9itfIMVYkQr9nMk8yp5SoqccxbfAw2kU2EUKUciN1D+CaUoy/YVHKh2Q6OMoUYpVZYPWz6+tKsdU5exCTT7dqSrFTKviIa9jVBezbRwG8otAOZkywkbfTbmrSJutiIcKP5Gr6fdDJdC3P00+n8Wb7dmDTpuSvt5K+FwpRPbI33oh/rahfxjGSP5BrShkJkuz+Dy7yGJaMlhbaTRxwT5RipxTjZ3hI8iG5HNSmIsixKJW9iPQ9J51SsRin72UT8jXcvp0ehwzha5UNyA4C4ZIqK/O3gzjT4gaTGpleDCwp0WrIPP988tdbcfuKQvmvvQY0NNDnMiqoz2QWeQzr6ur7e3b/Bxc7Tql16+j6jxoFjB7tzvGwKMX4Gdem7Rs2bMDUqVMNn9+wYQMAoL6+vvd7RiPTwVEmSUWQ0xc75wE8e3AjfU+kPQCcvpcNyNdo2zZ65NS97EBeZfZ7kXNBLi8qBRk/xF12UvispqCrKnDOOSRKPfggC1J+RL6GRuIFL7QGFzu777mdugewKMX4G1e6uCVLlgCAoeB09913Y+rUqVAUBfPmzUNVVZUbhxBocjmoTSUwNBOlcu3cZSNyoXMrdTasIAd9LEoFH0XR+o1PP6VHFqWyA7mmlBCm/VxPCvCHuMHYxw/X7bTTqM3v2gV89FHi11qpKSX4xje08gj5+SxI+Y28PG0R1aiuFBc6Dy5WRaloFHjlFfreTVGKa0oxfsYVc/mcOXNMfzd16lQc7Ikuy/2+5JkhWJQiUk3fEwM4O6WCj5iAdnUBR44ApaWpv1ddHQV1F11EP4dC2r0WiVBQoN8Bi0WpYBAO0yRNpO+xKJUdyKLU4cP0vd/DBnn85klkcPCDKFVURBPS558HXngBOOYY89daqSkl2LIFmDSJxs+uLhrvWJjyD4pCsUZ7u7Eoxe7/4CKPYYl47z2qm1hWBpxwgvvHA3A8y/iPjIRM5eXlLEglIJdrUqQjSu3ZQwEXW52zh8JCqrUBpF/sXBR9ffBB7b2BxEVfWZQKBiLQ4vS97EKuxxE0p5TsfmD8j1/irvPOo8dkKXxW0/fELnvXXgusXEmpe7W19DzjH+Ri53o4pg0uVp1SInXvlFPcjTPz8rT353iW8RueD72NjY296X3r1q3jFD4D2ClFWP3sAwdSx9/WRnUTeADPLioqaFeSgweBMWNSfx+xMvy//0v1aY4+OnnRV33Az23Kn4jr1NBAj8OGZe5YGOeQJ2pBqymVawtKQccvcdcppwDFxbTI9v77wPHHG7/OSvqe0fgmHmtr439mMks4DDQ3J3ZKcfwRPKyKUi+/TI8zZrh7PAC1tZYWHqMY/+F5k5w7d26vS6qqqgqzZs3CJpP9b9vb29EuLRs0NTV5cYgZxw828kyRSmCoKOSWqq/X6kqJ55ngM3AgpWU5Uez8G98AnnsOeOIJcl4dOpS46Cs7pYKBuE7CWTBkSOaOhXGOINeU4r4iWPil1ko4TBPTlSvJLWUmSllJ34tGjcc38bMQO5jMI9of15TKLuQdZGMx43nJzp3A1q3U75xyivvHVFhIohSPUYzfsCxK3XPPPabiEQDMmjULM2fOTPo+9fX1mDJlCgASperr61FfX2/ollqwYAFuv/12q4eYNcjCTK4p2akKciNHaqLU8OH2/57xL3Kx83R4913gd7+jwV9RgP79kxd9ZVEqGMh1EgB2SmULcvpe0JxS3FcECz8tBp53HolSL7wAfPe7xhNZK04pfY1EGXZI+QtZvNDDNaWCixjDABrH5J8FInXvpJOAfv3cPybR1jLdzzGMHsuSx9y5c9P+Zxs2bMD555/fW+hcUCFmnTrmz5+PG2+8sffnpqYmjB49Ou3j8Dt+sZFnAhEYKoq9AVgudl5Zqb0HE3yEMyJVp9SRI8DCheSOAqiY5NixwODByYu+sigVDGRRKhymYqFM8JHT99gpxbiJn+Ku6dNpcrp/P/DOOzRZ1WOn0Dnjf7imVHYixyZtbYlFKTd33TM6pkz3cwyjx/UurlEsb4KcUXfccUfvzytXrsScOXNMi56Hw2H0798/7isX8FNw5DWpBvSyKMUDeHYhJqGpOKXWrAEuv1wTpIYOpWD/hhuAFSuSF31lUSoYyIHf0KEsSGcL7JRivMIv6XsAxUFnnUXfP/+88WusFjpngkEipxSn7wUXRdGurVFdqcOHgbffpu/dFKXq6rQ4Vy9Kic0QGCbTuJIctnLlSqxYsQIApeBNnz69V3yaNm0a7rzzTpSXl2PTpk1YvHixG4cQaPyyC0wmSFeU2rGDRalsQxgp7Til9u8H/vhHYPVq+nnkSCps/txzwFVXWS/6ql+FzvRkhTFGnphx6l72IILnI0coeAeC45TKtbE76PhtMfDcc4Fly4AXXwSuu65vPMOiVHaRyCnV3U2PvNgSHOrq6J5VVRrH2tu1axuJ0Dyluhp47TW6vmPHavMYNxC7TwNaW8vLi98MgWEyjSth08yZMzFz5sw4V5RgypQpvTWlGGP8Fhx5SaqrzCNH0uOuXTyAZxt20vdiMeA//wHuvpsmsnl5wNe/Dnz728DDD9sv+qqfWLLQ6U9kpxQXOc8e9Lsq5uUBpaWZOx4rsFMqmPipphQATJ1KacgHDwJvvQV85jPxv2dRKruwUujcD+2SsYYsAhUVUdmItra+IpBXqXvyAqxwIK9ZQ7VWE232wzBewmt5PsRvwZGXpOqUGjqU/qazk7ZSTuU9GH9itdD5p58Cv/+9ZoU+5hjghz8ExB4KqRR9VRQKFjs6KMhgodOfyKIUO6WyBxE8795Nj+Xl/r8HuaZUMPFT+h5A4ubZZwNLl5LDVy9KWSl0zgQHKzWl/N73MRqyCNTRQdd3yRLawECIQF1dwKuv0uu8qCcljunWW4HmZmDfPoqRWZBi/AKv+/uQXHZKpRrQ5+VpBc63b6dHHsCzA9kpJVYMZUSx8iuvJEGqqIjSHf76V02QSgfZ6sz4E31NKSY7ENd171569Hs9KUAbvzl9L1j4cdfj886jx1WrNAe4gAudZxdWdt9jp3awUFUSoLZsIbfjokXxrqR336W09AEDgOOO8+6YSkooli4pYUGK8RfcxfkQFqVS+9wiH3vbNnrkATw7EKJUZyel5Mm89x7ViKqtJXHqtNOA++8HvvpV564/i1L+R3YLsCiVPYiJmpiU+b2eFMBOqaDiR4f65MkkxDY1AW+8Ef87dkplF1bS9zimDR6qSiUFYjFy/MpObpG6d9pp3l3bSIQW8E88kUQps01+GCYT+GQ9iJHxY3DkFekE9CNHAuvWaU4pHsCDjVwosqQEaGkht1RpKbBwIe1K1NBAg315OfC971FxWKcdcixK+RfRRozS9+Riokwwka8rwE4pxj38lr4H0HGccw7tHvvcc8C0adrv2CmVHejHMFmUEmMYp+8Fl0iEFlPa24GtW8kptWQJpeu9/DK95owzvIlX5HpWqqr9DLBjivEHPG33IX60kXtFOkVihVNq/356ZFEq2IhCkWJQB0iU+ulPgVtuoZXjWAz43OfoNeed507QxqKUfxFtZN067bkhQ7Rgi/uAYKMXpdgpxbiFXx3q555Lj6tXkxtYwIXOswMxhq1fTz+LmlJXXw0sWEC/F6KUaJeRCIlZjL+RRaD33wdOOIFS0S+5hDbk2b6d+p2PPnI/XtELUoCWXijibIbJNDkmeQQDeeUr1yZV6TqlZHLt3GUbcqFIMWG49lpK2auspN2JbrqpbwFYp2FRyr+INnLnnVRz5eijgUcf7Rt8McEkyE4p7i+ChV8d6iedRJt9HDgAvP46pfoAnL6XLYgxasECeuzoIIFgzRrtNbJTSr97G+NPjESgl18mt+O77wJz51K8UlAAPPSQ+/FKNGp/92mG8RoWpXyIHNTmml3XiZpSglw7d9mIGDB/9jOqqxGL0XW+4Qbg29/uO2l1A3Y++BtVBTZsoFpizc3AoUMsSGULQXJKiTQco/6CU0n9i7huZ5+tPSdiMD9ct1CI3FL/+AelrAtRitP3sgdVBV55BXj4YVpgKS8HvvQlEiPvvVe7xs88Q2IVj2/+x0gEysuj6zx1KlBfT8XPR470Zge8VHafZhivYS+JD8nlldZ0BIDhw+N/ZqdUdqCqVEcqFgP69QOefJKKm3shSAHslAoC3/gGidDhMPWfHGRlB0FySok0HFG8Vk614VRS/yKu2xNPaM/l5fnruold+Nas0cQoTt/LLubMoTGsrY0KYr/2GrBsGaV7bdhAAsZTT7EgFRSqq42vUzgMvPoqMGgQ9S2DBvH1ZBiBD4ZbRg+LUql99nAYGDxY+9kPwSSTPpEIXdfjjgMmToy3tXsBi1L+58MPgaOOAsaOpborXB8hOwiSU0rU53jxRdqAIT/fOIWD8Rfiuj32GF03gNJp/HTdjj+eauW1tGj181iUyi62bQPGjwdGjaJ+rqCAnFKVlSRWxWK04Ysf2iOTHo8/TvHK5MlaSibDMCxK+Yq6OuqchDAjF97M9sKG4rMbCXJ2PrucwseiVPARk7orrgBeeikzRRlZlPI3on/4r/+iHaq4cGf2UFQU/7OfnVIATRhnzyZxg2ubBQdVpXTwhgZypDzwgL+um6JoBc+ff54eWZTKHsQYdv31wDvvALfdRjXDvvxl4JvfBCZNoiLZQuhmgou8ULFyJccrDCPDNaV8hLCRf/az9LPe/p/NhQ3FZ588mX5O9bOPHAm8/bb2nkxwMdstBPB2G1sWpfyLX9oI4w76CbffRSkA+MlPgH/+k1wOnEoaHK65BrjrLhKA/HjdzjsPWLyYFmdaWsg5A3BNqaCTaAwTxc/nz6fnxGvl1zDBgeMVhkkMi1I+QnRGf/kLFewdNCh37P/is/3+97QCeNJJqX122SnFhc6DjV92C2FRyr/4pY0w7iCLUuFwX+eUH3nqKWDcOBI2RCppNo/d2UIkQvGDX6/bMcdQKldDA7B6tfY8O6WCjdkYJjjzTBYwsgWOVxgmMSxK+QxVpSKHv/kN0NgI7N+f/YKUQFWBDz4A/v53Kjr69tv2P/vIkdr37JQKNn7ZLYRFKf/ilzbCuIMoXt/e7u96UgL9Qgo7G4JBEK6bSOF75BHahU3ATqlgYzaGRaOaQ0qGBYzgwvEKwySGRSkf8oMfAPfdR6vCfrSRu8mtt9LWx/37p/bZuaYU4zQsSjFM5igsJFHK76l7nJoRTIJ03T77WRKl3nyTfg6FeFzKVljAYBgm12BRyoc88ADZtP1qI3eTJUtSt9DX1dHkRSCLUpEIrSwlGugZxoh0doRkGCY9iooond3vTilOzQgmQbpuRx1FbvAdO+hnTt1jGIZhsgUWpXxGEGzkbpHuZw+FaBWxsZFW1YUolQuF4hnnqaujNmTklGKRk2HcQ9x7qkrpe4DmlPLrvcfOhmASpOt2//3xQpScuufX+4JhGIZhrMCilI8Iko3caZz47OL38+cDbW00qcmVQvGM84gdIY8+mn7Opd0wGSaTiHsP0CbhAwfyvcfkNqEQ8P77wKFD5KYX9wbfFwzDMEzQYVHKRwTJRu40Tn12VaUi6c89RwXTR4xgQYpJDdFm7rwT6O4mUYpFToZxH3lBQjhe33oLeO89vveY3EVVgVgMuPlm+nn4cB6TGIZhmOxAicVisUwfhFWampowYMAAHDp0CP3798/04TA+5cEHgeuuA4YOBUaPBlasyPQRMUHm+9+ntInyctrqnYN/hvGGSIQ2v2huBsaOBW64ge89hrn6aqq/WVxMTl4ekxiGYRi/YlW/4f3JmKyjpQUYNYpWEUWxdIZJlSuuoO24CwtzbzdMhskkqkp9+bBhQEUF33sMAwC//jWNR6WlPCYxDMMw2QGLUkxWEYkADz0E/OAHwPPP0wpibS0LU0zqvPkmcNxxwJgxLHIyjJdEIjT5HjWKUrj53mMYYNkyGpPGjuUxiWEYhskOuKYUkzXkcqF4xh1Em5o7N/d2w2SYTJLLO9EyjBl8XzAMwzDZCItSTNaQy4XiGedhkZNhMgPfewzTF74vGIZhmGyFRSkma6iuNv8dB2qMXVjkZJjMwPcew/SF7wuGYRgmW+Hd9xiGYRiGYRiGYRiGYRjH4N33GIZhGIZhGIZhGIZhGN/CohTDMAzDMAzDMAzDMAzjOSxKMQzDMAzDMAzDMAzDMJ7DohTDMAzDMAzDMAzDMAzjOSxKMQzDMAzDMAzDMAzDMJ7DohTDMAzDMAzDMAzDMAzjOSxKMQzDMAzDMAzDMAzDMJ7DohTDMAzDMAzDMAzDMAzjOSxKMQzDMAzDMAzDMAzDMJ6Tn+kDsEMsFgMANDU1ZfhIGIZhGIZhGIZhGIZhGCOEbiN0HDMCJUo1NzcDAEaPHp3hI2EYhmEYhmEYhmEYhmES0dzcjAEDBpj+Xoklk618RDQaxc6dO1FWVgZFUTJ9OGnT1NSE0aNHY9u2bejfv3+mD4dhfAXfHwyTGL5HGMYcvj8YJjF8jzCMOXx/OEMsFkNzczNGjBiBUMi8clSgnFKhUAijRo3K9GE4Tv/+/bmxM4wJfH8wTGL4HmEYc/j+YJjE8D3CMObw/ZE+iRxSAi50zjAMwzAMwzAMwzAMw3gOi1IMwzAMwzAMwzAMwzCM57AolUHC4TBuu+02hMPhTB8Kw/gOvj8YJjF8jzCMOXx/MExi+B5hGHP4/vCWQBU6ZxiGYRiGYRiGYRiGYbIDdkoxDMMwDMMwDMMwDMMwnsOiFMMwDMMwDMMwDMMwDOM5+Zk+gFykvr4eS5YsQVVVFerr6zF37lyUl5dn+rAYJmNs2LABADBlyhTU19ejsbERU6ZMAcD3C5ObbNiwAVdffTXWr18f93yi+4HvFSaXMLtHeDxhGLoPVq5cCQBYt24dFi5caGms4HuEyRUS3SM8jmSAGOM5U6ZM6f1+06ZNsTlz5mTwaBgm88ydOzcGIAYgNnPmzNjBgwd7f8f3C5NrLF68OLZ+/fqY0RCd6H7ge4XJFRLdIzyeMEwsdscdd8R9L7d9HkcYJvE9wuOI93D6nsfU19fH/VxVVdWr0jJMrjJ16lQcPHgQBw8exIoVK+JW7GT4fmFygTlz5vSuyMkkuh/4XmFyCbN7BODxhGE2bNiABQsW9P48Z84cbNiwAfX19TyOMAwS3yMAjyOZgEUpj1m5ciUqKirinquoqOi1CTJMrlJeXt7H/sr3C8NoJLof+F5hGA0eT5hcZsqUKVi4cGHvz42NjQCovfM4wjCJ7xEBjyPewjWlPEY0ej0HDhzw9kAYxkc0NjZiyZIlACive968eaiqquL7hWEkEt0PfK8wDMHjCcOQ80Pw6KOPYubMmSgvL+dxhGF6MLtHAB5HMgGLUj7BrJEzTC4gFwmsqqrCrFmzsGnTJtPX8/3CMBqJ7ge+V5hcg8cThtEQk2v9hgBGr0vldwwTdIzuER5HvIfT9zymvLy8j5p64MABrtrP5DRyjrbYzaK+vp7vF4aRSHQ/8L3CMASPJwyjcfPNN8fVxOFxhGHi0d8jAI8jmYBFKY+ZOXOm4fPTpk3z+EgYxh9s2LAB559/fp/nKyoq+H5hGIlE9wPfKwzD4wnDyNx55524+eabe9OOGhsbeRxhGAmje4THkczAopTHVFVVxf1cX1+PadOmscLK5CxVVVW44447en9euXIl5syZg/Lycr5fmJxHtoQnuh/4XmFyFf09wuMJwwBLlizBlClTeifbjz32WNL7gO8RJpdIdI/wOOI9SiwWi2X6IHKN+vp63H333Zg+fTrWrVuH+fPnc2Nmchqx60t5eTk2bdoUNxjw/cLkGitXrsSKFStw55134kc/+hGmT5/eW5Az0f3A9wqTKyS6R3g8YXKd+vp6TJgwIe658vJyHDx4sPf3PI4wuUyye4THEe9hUYphGIZhGIZhGIZhGIbxHE7fYxiGYRiGYRiGYRiGYTyHRSmGYRiGYRiGYRiGYRjGc1iUYhiGYRiGYRiGYRiGYTyHRSmGYRiGYRiGYRiGYRjGc1iUYhiGYRiGYRiGYRiGYTyHRSmGYRiGYRiGYRiGYRjGc1iUYhiGYRiGYRiGYRiGYTyHRSmGYRiGYRiGYRiGYRjGc1iUYhiGYRiGYRiGYRiGYTyHRSmGYRiGYRiGYRiGYRjGc1iUYhiGYRiGYRiGYRiGYTyHRSmGYRiGYRiGYRiGYRjGc/4/CEH667L0uX0AAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n", "\n", "tensor(0.3360, dtype=torch.float64)\n", "tensor(0.4478, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_result)/mux).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_result)/muy).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((mux - mux_result)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_result)/muy)**2).mean().sqrt())\n", "print()" ] } ], "metadata": { "colab": { "collapsed_sections": [ "myt0_gMIOq7b", "5d97819c" ], "name": "03_frequency.ipynb", "provenance": [] }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.14.0" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 5 }